warning: commands will be executed using /bin/sh
job 1439 at Sat Nov 23 15:51:00 2013
FileBase	/isis3/andresg/Achilles/Achilles151_11052013_reo/Achilles151_11052013_reo
ElecNo	6
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	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 1672023 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
--- Clustering full data set of 1672023 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89042 members 
Mstep: Class 2 contains 87870 members 
Mstep: Class 3 contains 88085 members 
Mstep: Class 4 contains 87678 members 
Mstep: Class 5 contains 87934 members 
Mstep: Class 6 contains 88303 members 
Mstep: Class 7 contains 87747 members 
Mstep: Class 8 contains 87918 members 
Mstep: Class 9 contains 87643 members 
Mstep: Class 10 contains 87910 members 
Mstep: Class 11 contains 88466 members 
Mstep: Class 12 contains 87447 members 
Mstep: Class 13 contains 87665 members 
Mstep: Class 14 contains 88044 members 
Mstep: Class 15 contains 88033 members 
Mstep: Class 16 contains 88163 members 
Mstep: Class 17 contains 88220 members 
Mstep: Class 18 contains 87942 members 
Mstep: Class 19 contains 87913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1914.317749 but Gain 3553.722656
Score: -149288624.000000 Penalty: 63967.089844
Iteration 0F: 19 clusters Score -1.492886e+08 nChanged 1574820
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 109303 members 
Mstep: Class 2 contains 87967 members 
Mstep: Class 3 contains 77493 members 
Mstep: Class 4 contains 82426 members 
Mstep: Class 5 contains 65542 members 
Mstep: Class 6 contains 98583 members 
Mstep: Class 7 contains 110921 members 
Mstep: Class 8 contains 60804 members 
Mstep: Class 9 contains 74273 members 
Mstep: Class 10 contains 69891 members 
Mstep: Class 11 contains 83863 members 
Mstep: Class 12 contains 79271 members 
Mstep: Class 13 contains 66326 members 
Mstep: Class 14 contains 86424 members 
Mstep: Class 15 contains 240637 members 
Mstep: Class 16 contains 75670 members 
Mstep: Class 17 contains 122153 members 
Mstep: Class 18 contains 80399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153320208.000000 Penalty: 63967.089844
Iteration 1F: 19 clusters Score -1.533202e+08 nChanged 594087
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 119549 members 
Mstep: Class 2 contains 105272 members 
Mstep: Class 3 contains 59897 members 
Mstep: Class 4 contains 101122 members 
Mstep: Class 5 contains 67907 members 
Mstep: Class 6 contains 114975 members 
Mstep: Class 7 contains 114683 members 
Mstep: Class 8 contains 42200 members 
Mstep: Class 9 contains 69494 members 
Mstep: Class 10 contains 57712 members 
Mstep: Class 11 contains 88610 members 
Mstep: Class 12 contains 78438 members 
Mstep: Class 13 contains 46131 members 
Mstep: Class 14 contains 74483 members 
Mstep: Class 15 contains 252138 members 
Mstep: Class 16 contains 59070 members 
Mstep: Class 17 contains 151548 members 
Mstep: Class 18 contains 68758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154664864.000000 Penalty: 63967.089844
Iteration 2F: 19 clusters Score -1.546649e+08 nChanged 488249
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 121655 members 
Mstep: Class 2 contains 96656 members 
Mstep: Class 3 contains 51358 members 
Mstep: Class 4 contains 118588 members 
Mstep: Class 5 contains 81986 members 
Mstep: Class 6 contains 146696 members 
Mstep: Class 7 contains 120855 members 
Mstep: Class 8 contains 41262 members 
Mstep: Class 9 contains 80360 members 
Mstep: Class 10 contains 56806 members 
Mstep: Class 11 contains 106106 members 
Mstep: Class 12 contains 56276 members 
Mstep: Class 13 contains 34259 members 
Mstep: Class 14 contains 72309 members 
Mstep: Class 15 contains 248104 members 
Mstep: Class 16 contains 42512 members 
Mstep: Class 17 contains 139342 members 
Mstep: Class 18 contains 56862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155602016.000000 Penalty: 63967.089844
Iteration 3F: 19 clusters Score -1.55602e+08 nChanged 388836
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 125040 members 
Mstep: Class 2 contains 67499 members 
Mstep: Class 3 contains 51877 members 
Mstep: Class 4 contains 162976 members 
Mstep: Class 5 contains 111935 members 
Mstep: Class 6 contains 162313 members 
Mstep: Class 7 contains 137433 members 
Mstep: Class 8 contains 48017 members 
Mstep: Class 9 contains 79908 members 
Mstep: Class 10 contains 52417 members 
Mstep: Class 11 contains 117248 members 
Mstep: Class 12 contains 32168 members 
Mstep: Class 13 contains 22279 members 
Mstep: Class 14 contains 75704 members 
Mstep: Class 15 contains 232364 members 
Mstep: Class 16 contains 36332 members 
Mstep: Class 17 contains 111597 members 
Mstep: Class 18 contains 44892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156161152.000000 Penalty: 63967.089844
Iteration 4F: 19 clusters Score -1.561612e+08 nChanged 307665
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 112863 members 
Mstep: Class 2 contains 37281 members 
Mstep: Class 3 contains 54524 members 
Mstep: Class 4 contains 229512 members 
Mstep: Class 5 contains 134335 members 
Mstep: Class 6 contains 156446 members 
Mstep: Class 7 contains 147497 members 
Mstep: Class 8 contains 56615 members 
Mstep: Class 9 contains 68366 members 
Mstep: Class 10 contains 40626 members 
Mstep: Class 11 contains 123388 members 
Mstep: Class 12 contains 16275 members 
Mstep: Class 13 contains 14835 members 
Mstep: Class 14 contains 75404 members 
Mstep: Class 15 contains 221015 members 
Mstep: Class 16 contains 34830 members 
Mstep: Class 17 contains 113008 members 
Mstep: Class 18 contains 35181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156503728.000000 Penalty: 63967.089844
Iteration 5F: 19 clusters Score -1.565037e+08 nChanged 241098
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 85267 members 
Mstep: Class 2 contains 19172 members 
Mstep: Class 3 contains 55294 members 
Mstep: Class 4 contains 301049 members 
Mstep: Class 5 contains 147445 members 
Mstep: Class 6 contains 153124 members 
Mstep: Class 7 contains 144501 members 
Mstep: Class 8 contains 65350 members 
Mstep: Class 9 contains 53498 members 
Mstep: Class 10 contains 29080 members 
Mstep: Class 11 contains 127649 members 
Mstep: Class 12 contains 9160 members 
Mstep: Class 13 contains 11422 members 
Mstep: Class 14 contains 68719 members 
Mstep: Class 15 contains 210561 members 
Mstep: Class 16 contains 34689 members 
Mstep: Class 17 contains 127793 members 
Mstep: Class 18 contains 28227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156775936.000000 Penalty: 63967.089844
Iteration 6F: 19 clusters Score -1.567759e+08 nChanged 190637
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 12161 members 
Mstep: Class 3 contains 54292 members 
Mstep: Class 4 contains 357080 members 
Mstep: Class 5 contains 155735 members 
Mstep: Class 6 contains 159590 members 
Mstep: Class 7 contains 125054 members 
Mstep: Class 8 contains 73547 members 
Mstep: Class 9 contains 41843 members 
Mstep: Class 10 contains 20934 members 
Mstep: Class 11 contains 130993 members 
Mstep: Class 12 contains 7450 members 
Mstep: Class 13 contains 9868 members 
Mstep: Class 14 contains 60692 members 
Mstep: Class 15 contains 197026 members 
Mstep: Class 16 contains 31667 members 
Mstep: Class 17 contains 157095 members 
Mstep: Class 18 contains 23635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156932176.000000 Penalty: 63967.089844
Iteration 7F: 19 clusters Score -1.569322e+08 nChanged 150676
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 10496 members 
Mstep: Class 3 contains 52239 members 
Mstep: Class 4 contains 389499 members 
Mstep: Class 5 contains 161197 members 
Mstep: Class 6 contains 170914 members 
Mstep: Class 7 contains 101785 members 
Mstep: Class 8 contains 82128 members 
Mstep: Class 9 contains 36150 members 
Mstep: Class 10 contains 16238 members 
Mstep: Class 11 contains 133061 members 
Mstep: Class 12 contains 7582 members 
Mstep: Class 13 contains 9578 members 
Mstep: Class 14 contains 56975 members 
Mstep: Class 15 contains 183216 members 
Mstep: Class 16 contains 25620 members 
Mstep: Class 17 contains 183184 members 
Mstep: Class 18 contains 21549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157034624.000000 Penalty: 63967.089844
Iteration 8F: 19 clusters Score -1.570346e+08 nChanged 118714
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 10758 members 
Mstep: Class 3 contains 49297 members 
Mstep: Class 4 contains 404838 members 
Mstep: Class 5 contains 162973 members 
Mstep: Class 6 contains 184418 members 
Mstep: Class 7 contains 81357 members 
Mstep: Class 8 contains 90174 members 
Mstep: Class 9 contains 34827 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 11 contains 133371 members 
Mstep: Class 12 contains 7919 members 
Mstep: Class 13 contains 10072 members 
Mstep: Class 14 contains 58545 members 
Mstep: Class 15 contains 169807 members 
Mstep: Class 16 contains 19029 members 
Mstep: Class 17 contains 202554 members 
Mstep: Class 18 contains 20857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157109168.000000 Penalty: 63967.089844
Iteration 9F: 19 clusters Score -1.571092e+08 nChanged 92350
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 12349 members 
Mstep: Class 3 contains 45720 members 
Mstep: Class 4 contains 409683 members 
Mstep: Class 5 contains 161420 members 
Mstep: Class 6 contains 196229 members 
Mstep: Class 7 contains 66565 members 
Mstep: Class 8 contains 97064 members 
Mstep: Class 9 contains 35647 members 
Mstep: Class 10 contains 12523 members 
Mstep: Class 11 contains 132208 members 
Mstep: Class 12 contains 8081 members 
Mstep: Class 13 contains 10933 members 
Mstep: Class 14 contains 64168 members 
Mstep: Class 15 contains 157921 members 
Mstep: Class 16 contains 14265 members 
Mstep: Class 17 contains 215557 members 
Mstep: Class 18 contains 20890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157158816.000000 Penalty: 63967.089844
Iteration 10F: 19 clusters Score -1.571588e+08 nChanged 73969
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 14682 members 
Mstep: Class 3 contains 42095 members 
Mstep: Class 4 contains 407045 members 
Mstep: Class 5 contains 157304 members 
Mstep: Class 6 contains 205283 members 
Mstep: Class 7 contains 56466 members 
Mstep: Class 8 contains 103488 members 
Mstep: Class 9 contains 37908 members 
Mstep: Class 10 contains 12405 members 
Mstep: Class 11 contains 130040 members 
Mstep: Class 12 contains 8163 members 
Mstep: Class 13 contains 11873 members 
Mstep: Class 14 contains 73143 members 
Mstep: Class 15 contains 147806 members 
Mstep: Class 16 contains 11650 members 
Mstep: Class 17 contains 223964 members 
Mstep: Class 18 contains 21287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157193504.000000 Penalty: 63967.089844
Iteration 11Q: 19 clusters Score -1.571935e+08 nChanged 62958
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 17133 members 
Mstep: Class 3 contains 38676 members 
Mstep: Class 4 contains 398886 members 
Mstep: Class 5 contains 151518 members 
Mstep: Class 6 contains 212440 members 
Mstep: Class 7 contains 48835 members 
Mstep: Class 8 contains 110088 members 
Mstep: Class 9 contains 41044 members 
Mstep: Class 10 contains 12981 members 
Mstep: Class 11 contains 127370 members 
Mstep: Class 12 contains 8297 members 
Mstep: Class 13 contains 12993 members 
Mstep: Class 14 contains 85096 members 
Mstep: Class 15 contains 139390 members 
Mstep: Class 16 contains 10329 members 
Mstep: Class 17 contains 229677 members 
Mstep: Class 18 contains 21598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157221808.000000 Penalty: 63967.089844
Iteration 12Q: 19 clusters Score -1.572218e+08 nChanged 56997
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 19415 members 
Mstep: Class 3 contains 35704 members 
Mstep: Class 4 contains 386402 members 
Mstep: Class 5 contains 144981 members 
Mstep: Class 6 contains 218287 members 
Mstep: Class 7 contains 42693 members 
Mstep: Class 8 contains 116770 members 
Mstep: Class 9 contains 44556 members 
Mstep: Class 10 contains 13893 members 
Mstep: Class 11 contains 124289 members 
Mstep: Class 12 contains 8476 members 
Mstep: Class 13 contains 14087 members 
Mstep: Class 14 contains 99867 members 
Mstep: Class 15 contains 132547 members 
Mstep: Class 16 contains 9680 members 
Mstep: Class 17 contains 233902 members 
Mstep: Class 18 contains 21832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157248464.000000 Penalty: 63967.089844
Iteration 13Q: 19 clusters Score -1.572485e+08 nChanged 52862
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 21494 members 
Mstep: Class 3 contains 33340 members 
Mstep: Class 4 contains 370587 members 
Mstep: Class 5 contains 138590 members 
Mstep: Class 6 contains 222902 members 
Mstep: Class 7 contains 37825 members 
Mstep: Class 8 contains 123077 members 
Mstep: Class 9 contains 48200 members 
Mstep: Class 10 contains 14850 members 
Mstep: Class 11 contains 121066 members 
Mstep: Class 12 contains 8753 members 
Mstep: Class 13 contains 15038 members 
Mstep: Class 14 contains 117167 members 
Mstep: Class 15 contains 126723 members 
Mstep: Class 16 contains 9452 members 
Mstep: Class 17 contains 237010 members 
Mstep: Class 18 contains 21941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157270528.000000 Penalty: 63967.089844
Iteration 14Q: 19 clusters Score -1.572705e+08 nChanged 49559
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 23214 members 
Mstep: Class 3 contains 31387 members 
Mstep: Class 4 contains 352416 members 
Mstep: Class 5 contains 132753 members 
Mstep: Class 6 contains 226478 members 
Mstep: Class 7 contains 34171 members 
Mstep: Class 8 contains 128608 members 
Mstep: Class 9 contains 51681 members 
Mstep: Class 10 contains 15729 members 
Mstep: Class 11 contains 117958 members 
Mstep: Class 12 contains 9034 members 
Mstep: Class 13 contains 15960 members 
Mstep: Class 14 contains 136614 members 
Mstep: Class 15 contains 121616 members 
Mstep: Class 16 contains 9390 members 
Mstep: Class 17 contains 239443 members 
Mstep: Class 18 contains 22009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157294832.000000 Penalty: 63967.089844
Iteration 15Q: 19 clusters Score -1.572948e+08 nChanged 46320
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 24591 members 
Mstep: Class 3 contains 29878 members 
Mstep: Class 4 contains 332992 members 
Mstep: Class 5 contains 127814 members 
Mstep: Class 6 contains 229239 members 
Mstep: Class 7 contains 31464 members 
Mstep: Class 8 contains 133032 members 
Mstep: Class 9 contains 54948 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 114731 members 
Mstep: Class 12 contains 9327 members 
Mstep: Class 13 contains 16832 members 
Mstep: Class 14 contains 157659 members 
Mstep: Class 15 contains 117120 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 17 contains 241346 members 
Mstep: Class 18 contains 22067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157318624.000000 Penalty: 63967.089844
Iteration 16Q: 19 clusters Score -1.573186e+08 nChanged 43107
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 25737 members 
Mstep: Class 3 contains 28743 members 
Mstep: Class 4 contains 313386 members 
Mstep: Class 5 contains 123689 members 
Mstep: Class 6 contains 231355 members 
Mstep: Class 7 contains 29443 members 
Mstep: Class 8 contains 136632 members 
Mstep: Class 9 contains 57691 members 
Mstep: Class 10 contains 16834 members 
Mstep: Class 11 contains 111574 members 
Mstep: Class 12 contains 9571 members 
Mstep: Class 13 contains 17681 members 
Mstep: Class 14 contains 179261 members 
Mstep: Class 15 contains 113215 members 
Mstep: Class 16 contains 9483 members 
Mstep: Class 17 contains 242698 members 
Mstep: Class 18 contains 22092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157339152.000000 Penalty: 63967.089844
Iteration 17Q: 19 clusters Score -1.573392e+08 nChanged 42569
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 26654 members 
Mstep: Class 3 contains 27867 members 
Mstep: Class 4 contains 291436 members 
Mstep: Class 5 contains 120354 members 
Mstep: Class 6 contains 232946 members 
Mstep: Class 7 contains 28012 members 
Mstep: Class 8 contains 139479 members 
Mstep: Class 9 contains 59855 members 
Mstep: Class 10 contains 17069 members 
Mstep: Class 11 contains 108489 members 
Mstep: Class 12 contains 9823 members 
Mstep: Class 13 contains 18605 members 
Mstep: Class 14 contains 203402 members 
Mstep: Class 15 contains 109920 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 243609 members 
Mstep: Class 18 contains 22131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157360512.000000 Penalty: 63967.089844
Iteration 18Q: 19 clusters Score -1.573605e+08 nChanged 42956
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 27384 members 
Mstep: Class 3 contains 27187 members 
Mstep: Class 4 contains 267382 members 
Mstep: Class 5 contains 117666 members 
Mstep: Class 6 contains 234183 members 
Mstep: Class 7 contains 26979 members 
Mstep: Class 8 contains 141649 members 
Mstep: Class 9 contains 61254 members 
Mstep: Class 10 contains 17181 members 
Mstep: Class 11 contains 105491 members 
Mstep: Class 12 contains 10035 members 
Mstep: Class 13 contains 19579 members 
Mstep: Class 14 contains 230015 members 
Mstep: Class 15 contains 107266 members 
Mstep: Class 16 contains 9656 members 
Mstep: Class 17 contains 244105 members 
Mstep: Class 18 contains 22226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157382576.000000 Penalty: 63967.089844
Iteration 19Q: 19 clusters Score -1.573826e+08 nChanged 40454
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 28017 members 
Mstep: Class 3 contains 26648 members 
Mstep: Class 4 contains 245789 members 
Mstep: Class 5 contains 115521 members 
Mstep: Class 6 contains 235152 members 
Mstep: Class 7 contains 26222 members 
Mstep: Class 8 contains 143349 members 
Mstep: Class 9 contains 61325 members 
Mstep: Class 10 contains 17186 members 
Mstep: Class 11 contains 102493 members 
Mstep: Class 12 contains 10223 members 
Mstep: Class 13 contains 20644 members 
Mstep: Class 14 contains 255006 members 
Mstep: Class 15 contains 105253 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 244268 members 
Mstep: Class 18 contains 22360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157418944.000000 Penalty: 63967.089844
Iteration 20F: 19 clusters Score -1.574189e+08 nChanged 42661
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 25963 members 
Mstep: Class 4 contains 226245 members 
Mstep: Class 5 contains 113742 members 
Mstep: Class 6 contains 235946 members 
Mstep: Class 7 contains 25666 members 
Mstep: Class 8 contains 144528 members 
Mstep: Class 9 contains 59851 members 
Mstep: Class 10 contains 17092 members 
Mstep: Class 11 contains 99410 members 
Mstep: Class 12 contains 11004 members 
Mstep: Class 13 contains 21881 members 
Mstep: Class 14 contains 281005 members 
Mstep: Class 15 contains 101019 members 
Mstep: Class 16 contains 10180 members 
Mstep: Class 17 contains 244193 members 
Mstep: Class 18 contains 22526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157463408.000000 Penalty: 63967.089844
Iteration 21Q: 19 clusters Score -1.574634e+08 nChanged 36099
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 29350 members 
Mstep: Class 3 contains 25369 members 
Mstep: Class 4 contains 217754 members 
Mstep: Class 5 contains 112351 members 
Mstep: Class 6 contains 236612 members 
Mstep: Class 7 contains 25194 members 
Mstep: Class 8 contains 145473 members 
Mstep: Class 9 contains 56022 members 
Mstep: Class 10 contains 16862 members 
Mstep: Class 11 contains 96391 members 
Mstep: Class 12 contains 11833 members 
Mstep: Class 13 contains 23244 members 
Mstep: Class 14 contains 298121 members 
Mstep: Class 15 contains 96842 members 
Mstep: Class 16 contains 10601 members 
Mstep: Class 17 contains 244078 members 
Mstep: Class 18 contains 22657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157494848.000000 Penalty: 63967.089844
Iteration 22Q: 19 clusters Score -1.574948e+08 nChanged 27871
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 29783 members 
Mstep: Class 3 contains 24863 members 
Mstep: Class 4 contains 216918 members 
Mstep: Class 5 contains 111278 members 
Mstep: Class 6 contains 237110 members 
Mstep: Class 7 contains 24854 members 
Mstep: Class 8 contains 146104 members 
Mstep: Class 9 contains 51972 members 
Mstep: Class 10 contains 16691 members 
Mstep: Class 11 contains 93376 members 
Mstep: Class 12 contains 12600 members 
Mstep: Class 13 contains 24686 members 
Mstep: Class 14 contains 307327 members 
Mstep: Class 15 contains 93192 members 
Mstep: Class 16 contains 11079 members 
Mstep: Class 17 contains 243796 members 
Mstep: Class 18 contains 22739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157508960.000000 Penalty: 63967.089844
Iteration 23Q: 19 clusters Score -1.57509e+08 nChanged 21045
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 30064 members 
Mstep: Class 3 contains 24438 members 
Mstep: Class 4 contains 218956 members 
Mstep: Class 5 contains 110414 members 
Mstep: Class 6 contains 237452 members 
Mstep: Class 7 contains 24625 members 
Mstep: Class 8 contains 146565 members 
Mstep: Class 9 contains 49044 members 
Mstep: Class 10 contains 16592 members 
Mstep: Class 11 contains 90359 members 
Mstep: Class 12 contains 13366 members 
Mstep: Class 13 contains 26241 members 
Mstep: Class 14 contains 311807 members 
Mstep: Class 15 contains 90241 members 
Mstep: Class 16 contains 11590 members 
Mstep: Class 17 contains 243342 members 
Mstep: Class 18 contains 22760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157519248.000000 Penalty: 63967.089844
Iteration 24Q: 19 clusters Score -1.575192e+08 nChanged 16799
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 30138 members 
Mstep: Class 3 contains 24075 members 
Mstep: Class 4 contains 221382 members 
Mstep: Class 5 contains 109728 members 
Mstep: Class 6 contains 237707 members 
Mstep: Class 7 contains 24427 members 
Mstep: Class 8 contains 146902 members 
Mstep: Class 9 contains 47527 members 
Mstep: Class 10 contains 16516 members 
Mstep: Class 11 contains 87468 members 
Mstep: Class 12 contains 14087 members 
Mstep: Class 13 contains 27808 members 
Mstep: Class 14 contains 314129 members 
Mstep: Class 15 contains 87789 members 
Mstep: Class 16 contains 12140 members 
Mstep: Class 17 contains 242675 members 
Mstep: Class 18 contains 22704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157526432.000000 Penalty: 63967.089844
Iteration 25Q: 19 clusters Score -1.575264e+08 nChanged 14147
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 30018 members 
Mstep: Class 3 contains 23795 members 
Mstep: Class 4 contains 223415 members 
Mstep: Class 5 contains 109233 members 
Mstep: Class 6 contains 237882 members 
Mstep: Class 7 contains 24248 members 
Mstep: Class 8 contains 147148 members 
Mstep: Class 9 contains 46815 members 
Mstep: Class 10 contains 16477 members 
Mstep: Class 11 contains 84813 members 
Mstep: Class 12 contains 14805 members 
Mstep: Class 13 contains 29310 members 
Mstep: Class 14 contains 315385 members 
Mstep: Class 15 contains 85848 members 
Mstep: Class 16 contains 12666 members 
Mstep: Class 17 contains 241958 members 
Mstep: Class 18 contains 22622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157531968.000000 Penalty: 63967.089844
Iteration 26Q: 19 clusters Score -1.57532e+08 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 29773 members 
Mstep: Class 3 contains 23598 members 
Mstep: Class 4 contains 224994 members 
Mstep: Class 5 contains 108855 members 
Mstep: Class 6 contains 237975 members 
Mstep: Class 7 contains 24098 members 
Mstep: Class 8 contains 147338 members 
Mstep: Class 9 contains 46566 members 
Mstep: Class 10 contains 16461 members 
Mstep: Class 11 contains 82604 members 
Mstep: Class 12 contains 15464 members 
Mstep: Class 13 contains 30643 members 
Mstep: Class 14 contains 316123 members 
Mstep: Class 15 contains 84181 members 
Mstep: Class 16 contains 13167 members 
Mstep: Class 17 contains 241318 members 
Mstep: Class 18 contains 22462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157535776.000000 Penalty: 63967.089844
Iteration 27Q: 19 clusters Score -1.575358e+08 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 29498 members 
Mstep: Class 3 contains 23426 members 
Mstep: Class 4 contains 226176 members 
Mstep: Class 5 contains 108588 members 
Mstep: Class 6 contains 238027 members 
Mstep: Class 7 contains 23966 members 
Mstep: Class 8 contains 147465 members 
Mstep: Class 9 contains 46593 members 
Mstep: Class 10 contains 16434 members 
Mstep: Class 11 contains 80860 members 
Mstep: Class 12 contains 16096 members 
Mstep: Class 13 contains 31725 members 
Mstep: Class 14 contains 316613 members 
Mstep: Class 15 contains 82720 members 
Mstep: Class 16 contains 13675 members 
Mstep: Class 17 contains 240675 members 
Mstep: Class 18 contains 22305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157537344.000000 Penalty: 63967.089844
Iteration 28Q: 19 clusters Score -1.575373e+08 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 29304 members 
Mstep: Class 3 contains 23317 members 
Mstep: Class 4 contains 227001 members 
Mstep: Class 5 contains 108387 members 
Mstep: Class 6 contains 238070 members 
Mstep: Class 7 contains 23842 members 
Mstep: Class 8 contains 147584 members 
Mstep: Class 9 contains 46748 members 
Mstep: Class 10 contains 16401 members 
Mstep: Class 11 contains 79465 members 
Mstep: Class 12 contains 16636 members 
Mstep: Class 13 contains 32531 members 
Mstep: Class 14 contains 316978 members 
Mstep: Class 15 contains 81498 members 
Mstep: Class 16 contains 14124 members 
Mstep: Class 17 contains 240075 members 
Mstep: Class 18 contains 22104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157538560.000000 Penalty: 63967.089844
Iteration 29Q: 19 clusters Score -1.575386e+08 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 29145 members 
Mstep: Class 3 contains 23259 members 
Mstep: Class 4 contains 227603 members 
Mstep: Class 5 contains 108223 members 
Mstep: Class 6 contains 238082 members 
Mstep: Class 7 contains 23752 members 
Mstep: Class 8 contains 147696 members 
Mstep: Class 9 contains 46898 members 
Mstep: Class 10 contains 16413 members 
Mstep: Class 11 contains 78412 members 
Mstep: Class 12 contains 17060 members 
Mstep: Class 13 contains 33091 members 
Mstep: Class 14 contains 317245 members 
Mstep: Class 15 contains 80521 members 
Mstep: Class 16 contains 14512 members 
Mstep: Class 17 contains 239522 members 
Mstep: Class 18 contains 21864 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 30Q: 19 clusters Score -1.575396e+08 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 29049 members 
Mstep: Class 3 contains 23240 members 
Mstep: Class 4 contains 228059 members 
Mstep: Class 5 contains 108098 members 
Mstep: Class 6 contains 238078 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 147777 members 
Mstep: Class 9 contains 47023 members 
Mstep: Class 10 contains 16458 members 
Mstep: Class 11 contains 77600 members 
Mstep: Class 12 contains 17440 members 
Mstep: Class 13 contains 33462 members 
Mstep: Class 14 contains 317482 members 
Mstep: Class 15 contains 79622 members 
Mstep: Class 16 contains 14832 members 
Mstep: Class 17 contains 239068 members 
Mstep: Class 18 contains 21622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157540496.000000 Penalty: 63967.089844
Iteration 31Q: 19 clusters Score -1.575405e+08 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 28994 members 
Mstep: Class 3 contains 23266 members 
Mstep: Class 4 contains 228416 members 
Mstep: Class 5 contains 108010 members 
Mstep: Class 6 contains 238072 members 
Mstep: Class 7 contains 23645 members 
Mstep: Class 8 contains 147818 members 
Mstep: Class 9 contains 47179 members 
Mstep: Class 10 contains 16513 members 
Mstep: Class 11 contains 76933 members 
Mstep: Class 12 contains 17697 members 
Mstep: Class 13 contains 33664 members 
Mstep: Class 14 contains 317692 members 
Mstep: Class 15 contains 78946 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 238653 members 
Mstep: Class 18 contains 21400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157540144.000000 Penalty: 63967.089844
Iteration 32Q: 19 clusters Score -1.575401e+08 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 29001 members 
Mstep: Class 3 contains 23320 members 
Mstep: Class 4 contains 228707 members 
Mstep: Class 5 contains 107956 members 
Mstep: Class 6 contains 238055 members 
Mstep: Class 7 contains 23629 members 
Mstep: Class 8 contains 147843 members 
Mstep: Class 9 contains 47322 members 
Mstep: Class 10 contains 16571 members 
Mstep: Class 11 contains 76406 members 
Mstep: Class 12 contains 17928 members 
Mstep: Class 13 contains 33743 members 
Mstep: Class 14 contains 317878 members 
Mstep: Class 15 contains 78306 members 
Mstep: Class 16 contains 15275 members 
Mstep: Class 17 contains 238296 members 
Mstep: Class 18 contains 21147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157540784.000000 Penalty: 63967.089844
Iteration 33Q: 19 clusters Score -1.575408e+08 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 29033 members 
Mstep: Class 3 contains 23433 members 
Mstep: Class 4 contains 228990 members 
Mstep: Class 5 contains 107919 members 
Mstep: Class 6 contains 238052 members 
Mstep: Class 7 contains 23614 members 
Mstep: Class 8 contains 147880 members 
Mstep: Class 9 contains 47411 members 
Mstep: Class 10 contains 16640 members 
Mstep: Class 11 contains 75924 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 33783 members 
Mstep: Class 14 contains 318054 members 
Mstep: Class 15 contains 77681 members 
Mstep: Class 16 contains 15446 members 
Mstep: Class 17 contains 237988 members 
Mstep: Class 18 contains 20911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157541072.000000 Penalty: 63967.089844
Iteration 34Q: 19 clusters Score -1.575411e+08 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 29064 members 
Mstep: Class 3 contains 23568 members 
Mstep: Class 4 contains 229222 members 
Mstep: Class 5 contains 107898 members 
Mstep: Class 6 contains 238023 members 
Mstep: Class 7 contains 23621 members 
Mstep: Class 8 contains 147932 members 
Mstep: Class 9 contains 47500 members 
Mstep: Class 10 contains 16697 members 
Mstep: Class 11 contains 75566 members 
Mstep: Class 12 contains 18242 members 
Mstep: Class 13 contains 33759 members 
Mstep: Class 14 contains 318186 members 
Mstep: Class 15 contains 77115 members 
Mstep: Class 16 contains 15593 members 
Mstep: Class 17 contains 237751 members 
Mstep: Class 18 contains 20685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157541664.000000 Penalty: 63967.089844
Iteration 35Q: 19 clusters Score -1.575417e+08 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 29106 members 
Mstep: Class 3 contains 23725 members 
Mstep: Class 4 contains 229414 members 
Mstep: Class 5 contains 107868 members 
Mstep: Class 6 contains 237995 members 
Mstep: Class 7 contains 23681 members 
Mstep: Class 8 contains 147985 members 
Mstep: Class 9 contains 47574 members 
Mstep: Class 10 contains 16761 members 
Mstep: Class 11 contains 75241 members 
Mstep: Class 12 contains 18310 members 
Mstep: Class 13 contains 33753 members 
Mstep: Class 14 contains 318292 members 
Mstep: Class 15 contains 76595 members 
Mstep: Class 16 contains 15732 members 
Mstep: Class 17 contains 237511 members 
Mstep: Class 18 contains 20490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157541568.000000 Penalty: 63967.089844
Iteration 36Q: 19 clusters Score -1.575416e+08 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 23884 members 
Mstep: Class 4 contains 229580 members 
Mstep: Class 5 contains 107856 members 
Mstep: Class 6 contains 237976 members 
Mstep: Class 7 contains 23738 members 
Mstep: Class 8 contains 148005 members 
Mstep: Class 9 contains 47660 members 
Mstep: Class 10 contains 16831 members 
Mstep: Class 11 contains 74964 members 
Mstep: Class 12 contains 18332 members 
Mstep: Class 13 contains 33734 members 
Mstep: Class 14 contains 318391 members 
Mstep: Class 15 contains 76130 members 
Mstep: Class 16 contains 15842 members 
Mstep: Class 17 contains 237311 members 
Mstep: Class 18 contains 20303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157541504.000000 Penalty: 63967.089844
Iteration 37Q: 19 clusters Score -1.575415e+08 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 29200 members 
Mstep: Class 3 contains 24070 members 
Mstep: Class 4 contains 229711 members 
Mstep: Class 5 contains 107843 members 
Mstep: Class 6 contains 237967 members 
Mstep: Class 7 contains 23796 members 
Mstep: Class 8 contains 148011 members 
Mstep: Class 9 contains 47712 members 
Mstep: Class 10 contains 16914 members 
Mstep: Class 11 contains 74723 members 
Mstep: Class 12 contains 18332 members 
Mstep: Class 13 contains 33707 members 
Mstep: Class 14 contains 318448 members 
Mstep: Class 15 contains 75707 members 
Mstep: Class 16 contains 15953 members 
Mstep: Class 17 contains 237159 members 
Mstep: Class 18 contains 20162 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 38Q: 19 clusters Score -1.575418e+08 nChanged 2687
Entering ConstructFrom: 
Score: -157541792.000000 Penalty: 63967.089844
Entering ConstructFrom: 
Trying to split cluster 1 (12847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Entering Unmasked Estep 
Score: -1279976.625000 Penalty: 2346.294678
	Iteration 0F: 2 clusters Score -1279977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1270483.375000 Penalty: 4692.589355
	Iteration 0F: 3 clusters Score -1270483 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1273376.625000 Penalty: 4692.589355
	Iteration 1F: 3 clusters Score -1273377 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1273689.125000 Penalty: 4692.589355
	Iteration 2F: 3 clusters Score -1273689 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1273903.875000 Penalty: 4692.589355
	Iteration 3Q: 3 clusters Score -1273904 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1274065.750000 Penalty: 4692.589355
	Iteration 4Q: 3 clusters Score -1274066 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1274198.125000 Penalty: 4692.589355
	Iteration 5Q: 3 clusters Score -1274198 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1274307.875000 Penalty: 4692.589355
	Iteration 6Q: 3 clusters Score -1274308 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1274417.500000 Penalty: 4692.589355
	Iteration 7Q: 3 clusters Score -1274418 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1274531.750000 Penalty: 4692.589355
	Iteration 8Q: 3 clusters Score -1274532 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1274660.625000 Penalty: 4692.589355
	Iteration 9Q: 3 clusters Score -1274661 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1274769.625000 Penalty: 4692.589355
	Iteration 10Q: 3 clusters Score -1274770 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1274896.000000 Penalty: 4692.589355
	Iteration 11Q: 3 clusters Score -1274896 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1275055.500000 Penalty: 4692.589355
	Iteration 12Q: 3 clusters Score -1275056 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1275231.125000 Penalty: 4692.589355
	Iteration 13Q: 3 clusters Score -1275231 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1275439.375000 Penalty: 4692.589355
	Iteration 14Q: 3 clusters Score -1275439 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1275682.000000 Penalty: 4692.589355
	Iteration 15Q: 3 clusters Score -1275682 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1275885.500000 Penalty: 4692.589355
	Iteration 16Q: 3 clusters Score -1275886 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1276055.625000 Penalty: 4692.589355
	Iteration 17Q: 3 clusters Score -1276056 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1276177.625000 Penalty: 4692.589355
	Iteration 18Q: 3 clusters Score -1276178 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1276264.000000 Penalty: 4692.589355
	Iteration 19Q: 3 clusters Score -1276264 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1276320.250000 Penalty: 4692.589355
	Iteration 20F: 3 clusters Score -1276320 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1276380.375000 Penalty: 4692.589355
	Iteration 21Q: 3 clusters Score -1276380 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1276427.750000 Penalty: 4692.589355
	Iteration 22Q: 3 clusters Score -1276428 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1276476.000000 Penalty: 4692.589355
	Iteration 23Q: 3 clusters Score -1276476 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1276523.000000 Penalty: 4692.589355
	Iteration 24Q: 3 clusters Score -1276523 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1276571.125000 Penalty: 4692.589355
	Iteration 25Q: 3 clusters Score -1276571 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1276613.750000 Penalty: 4692.589355
	Iteration 26Q: 3 clusters Score -1276614 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1276646.875000 Penalty: 4692.589355
	Iteration 27Q: 3 clusters Score -1276647 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1276678.500000 Penalty: 4692.589355
	Iteration 28Q: 3 clusters Score -1276678 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1276710.500000 Penalty: 4692.589355
	Iteration 29Q: 3 clusters Score -1276710 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1276742.125000 Penalty: 4692.589355
	Iteration 30Q: 3 clusters Score -1276742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1276768.375000 Penalty: 4692.589355
	Iteration 31Q: 3 clusters Score -1276768 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1276791.500000 Penalty: 4692.589355
	Iteration 32Q: 3 clusters Score -1276792 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1276821.750000 Penalty: 4692.589355
	Iteration 33Q: 3 clusters Score -1276822 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1276844.500000 Penalty: 4692.589355
	Iteration 34Q: 3 clusters Score -1276844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1276863.250000 Penalty: 4692.589355
	Iteration 35Q: 3 clusters Score -1276863 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1276884.125000 Penalty: 4692.589355
	Iteration 36Q: 3 clusters Score -1276884 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1276903.250000 Penalty: 4692.589355
	Iteration 37Q: 3 clusters Score -1276903 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1276917.375000 Penalty: 4692.589355
	Iteration 38Q: 3 clusters Score -1276917 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1276934.750000 Penalty: 4692.589355
	Iteration 39Q: 3 clusters Score -1276935 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1276958.375000 Penalty: 4692.589355
	Iteration 40F: 3 clusters Score -1276958 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1276989.250000 Penalty: 4692.589355
	Iteration 41Q: 3 clusters Score -1276989 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1277028.500000 Penalty: 4692.589355
	Iteration 42Q: 3 clusters Score -1277028 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1277070.375000 Penalty: 4692.589355
	Iteration 43Q: 3 clusters Score -1277070 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1277122.625000 Penalty: 4692.589355
	Iteration 44Q: 3 clusters Score -1277123 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1277166.750000 Penalty: 4692.589355
	Iteration 45Q: 3 clusters Score -1277167 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1277201.625000 Penalty: 4692.589355
	Iteration 46Q: 3 clusters Score -1277202 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1277251.125000 Penalty: 4692.589355
	Iteration 47Q: 3 clusters Score -1277251 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1277291.625000 Penalty: 4692.589355
	Iteration 48Q: 3 clusters Score -1277292 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1277323.625000 Penalty: 4692.589355
	Iteration 49Q: 3 clusters Score -1277324 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1277360.250000 Penalty: 4692.589355
	Iteration 50Q: 3 clusters Score -1277360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1277402.750000 Penalty: 4692.589355
	Iteration 51Q: 3 clusters Score -1277403 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1277440.750000 Penalty: 4692.589355
	Iteration 52Q: 3 clusters Score -1277441 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1277478.250000 Penalty: 4692.589355
	Iteration 53Q: 3 clusters Score -1277478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1277516.125000 Penalty: 4692.589355
	Iteration 54Q: 3 clusters Score -1277516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1277552.625000 Penalty: 4692.589355
	Iteration 55Q: 3 clusters Score -1277553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1277583.375000 Penalty: 4692.589355
	Iteration 56Q: 3 clusters Score -1277583 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1277607.125000 Penalty: 4692.589355
	Iteration 57Q: 3 clusters Score -1277607 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1277643.000000 Penalty: 4692.589355
	Iteration 58Q: 3 clusters Score -1277643 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1277673.750000 Penalty: 4692.589355
	Iteration 59Q: 3 clusters Score -1277674 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1277719.250000 Penalty: 4692.589355
	Iteration 60F: 3 clusters Score -1277719 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1277768.375000 Penalty: 4692.589355
	Iteration 61Q: 3 clusters Score -1277768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1277799.375000 Penalty: 4692.589355
	Iteration 62Q: 3 clusters Score -1277799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1277823.750000 Penalty: 4692.589355
	Iteration 63Q: 3 clusters Score -1277824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1277843.750000 Penalty: 4692.589355
	Iteration 64Q: 3 clusters Score -1277844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1277853.750000 Penalty: 4692.589355
	Iteration 65Q: 3 clusters Score -1277854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1277863.875000 Penalty: 4692.589355
	Iteration 66Q: 3 clusters Score -1277864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1277879.750000 Penalty: 4692.589355
	Iteration 67Q: 3 clusters Score -1277880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1277897.625000 Penalty: 4692.589355
	Iteration 68Q: 3 clusters Score -1277898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1277910.125000 Penalty: 4692.589355
	Iteration 69Q: 3 clusters Score -1277910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1277919.500000 Penalty: 4692.589355
	Iteration 70Q: 3 clusters Score -1277920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1277929.625000 Penalty: 4692.589355
	Iteration 71Q: 3 clusters Score -1277930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1277948.625000 Penalty: 4692.589355
	Iteration 72Q: 3 clusters Score -1277949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1277966.750000 Penalty: 4692.589355
	Iteration 73Q: 3 clusters Score -1277967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1277973.250000 Penalty: 4692.589355
	Iteration 74Q: 3 clusters Score -1277973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1277975.500000 Penalty: 4692.589355
	Iteration 75Q: 3 clusters Score -1277976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1277978.000000 Penalty: 4692.589355
	Iteration 76Q: 3 clusters Score -1277978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1277982.000000 Penalty: 4692.589355
	Iteration 77Q: 3 clusters Score -1277982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1277985.500000 Penalty: 4692.589355
	Iteration 78Q: 3 clusters Score -1277986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1277985.500000 Penalty: 4692.589355
	Iteration 79Q: 3 clusters Score -1277986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1277985.500000 Penalty: 4692.589355
	Iteration 80F: 3 clusters Score -1277986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Entering Unmasked Estep 
Score: -2790439.250000 Penalty: 2550.044434
	Iteration 0F: 2 clusters Score -2790439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2770439.250000 Penalty: 5100.088867
	Iteration 0F: 3 clusters Score -2770439 nChanged 13057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2777494.750000 Penalty: 5100.088867
	Iteration 1F: 3 clusters Score -2777495 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2778159.000000 Penalty: 5100.088867
	Iteration 2F: 3 clusters Score -2778159 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2778910.250000 Penalty: 5100.088867
	Iteration 3F: 3 clusters Score -2778910 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2779935.250000 Penalty: 5100.088867
	Iteration 4F: 3 clusters Score -2779935 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2781460.000000 Penalty: 5100.088867
	Iteration 5F: 3 clusters Score -2781460 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2783785.000000 Penalty: 5100.088867
	Iteration 6F: 3 clusters Score -2783785 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2786741.250000 Penalty: 5100.088867
	Iteration 7F: 3 clusters Score -2786741 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2789056.750000 Penalty: 5100.088867
	Iteration 8F: 3 clusters Score -2789057 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2790355.000000 Penalty: 5100.088867
	Iteration 9F: 3 clusters Score -2790355 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2791062.750000 Penalty: 5100.088867
	Iteration 10Q: 3 clusters Score -2791063 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2791482.000000 Penalty: 5100.088867
	Iteration 11Q: 3 clusters Score -2791482 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2791713.250000 Penalty: 5100.088867
	Iteration 12Q: 3 clusters Score -2791713 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2791849.000000 Penalty: 5100.088867
	Iteration 13Q: 3 clusters Score -2791849 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2791941.000000 Penalty: 5100.088867
	Iteration 14Q: 3 clusters Score -2791941 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2792010.750000 Penalty: 5100.088867
	Iteration 15Q: 3 clusters Score -2792011 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2792059.500000 Penalty: 5100.088867
	Iteration 16Q: 3 clusters Score -2792060 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2792093.000000 Penalty: 5100.088867
	Iteration 17Q: 3 clusters Score -2792093 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2792111.000000 Penalty: 5100.088867
	Iteration 18Q: 3 clusters Score -2792111 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2792143.500000 Penalty: 5100.088867
	Iteration 19Q: 3 clusters Score -2792144 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2792153.250000 Penalty: 5100.088867
	Iteration 20F: 3 clusters Score -2792153 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2792170.750000 Penalty: 5100.088867
	Iteration 21Q: 3 clusters Score -2792171 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2792172.500000 Penalty: 5100.088867
	Iteration 22Q: 3 clusters Score -2792172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2792188.250000 Penalty: 5100.088867
	Iteration 23Q: 3 clusters Score -2792188 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2792191.500000 Penalty: 5100.088867
	Iteration 24Q: 3 clusters Score -2792192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2792191.500000 Penalty: 5100.088867
	Iteration 25Q: 3 clusters Score -2792192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2792203.250000 Penalty: 5100.088867
	Iteration 26Q: 3 clusters Score -2792203 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2792209.500000 Penalty: 5100.088867
	Iteration 27Q: 3 clusters Score -2792210 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2792213.250000 Penalty: 5100.088867
	Iteration 28Q: 3 clusters Score -2792213 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2792227.750000 Penalty: 5100.088867
	Iteration 29Q: 3 clusters Score -2792228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2792234.500000 Penalty: 5100.088867
	Iteration 30Q: 3 clusters Score -2792234 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2792255.500000 Penalty: 5100.088867
	Iteration 31Q: 3 clusters Score -2792256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2792259.250000 Penalty: 5100.088867
	Iteration 32Q: 3 clusters Score -2792259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2792255.750000 Penalty: 5100.088867
	Iteration 33Q: 3 clusters Score -2792256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2792261.000000 Penalty: 5100.088867
	Iteration 34Q: 3 clusters Score -2792261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2792262.750000 Penalty: 5100.088867
	Iteration 35Q: 3 clusters Score -2792263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2792268.500000 Penalty: 5100.088867
	Iteration 36Q: 3 clusters Score -2792268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2792268.750000 Penalty: 5100.088867
	Iteration 37Q: 3 clusters Score -2792269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2792263.250000 Penalty: 5100.088867
	Iteration 38Q: 3 clusters Score -2792263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2792270.500000 Penalty: 5100.088867
	Iteration 39Q: 3 clusters Score -2792270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2792269.250000 Penalty: 5100.088867
	Iteration 40F: 3 clusters Score -2792269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2792270.000000 Penalty: 5100.088867
	Iteration 41Q: 3 clusters Score -2792270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2792269.000000 Penalty: 5100.088867
	Iteration 42Q: 3 clusters Score -2792269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2792266.000000 Penalty: 5100.088867
	Iteration 43Q: 3 clusters Score -2792266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2792266.500000 Penalty: 5100.088867
	Iteration 44Q: 3 clusters Score -2792266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2792268.500000 Penalty: 5100.088867
	Iteration 45Q: 3 clusters Score -2792268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2792266.250000 Penalty: 5100.088867
	Iteration 46Q: 3 clusters Score -2792266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2792264.000000 Penalty: 5100.088867
	Iteration 47Q: 3 clusters Score -2792264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2792262.500000 Penalty: 5100.088867
	Iteration 48Q: 3 clusters Score -2792262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2792264.000000 Penalty: 5100.088867
	Iteration 49Q: 3 clusters Score -2792264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2792262.500000 Penalty: 5100.088867
	Iteration 50Q: 3 clusters Score -2792262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2792261.250000 Penalty: 5100.088867
	Iteration 51Q: 3 clusters Score -2792261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2792263.500000 Penalty: 5100.088867
	Iteration 52Q: 3 clusters Score -2792264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2792262.750000 Penalty: 5100.088867
	Iteration 53Q: 3 clusters Score -2792263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2792264.750000 Penalty: 5100.088867
	Iteration 54Q: 3 clusters Score -2792265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2792259.250000 Penalty: 5100.088867
	Iteration 55Q: 3 clusters Score -2792259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2792266.000000 Penalty: 5100.088867
	Iteration 56Q: 3 clusters Score -2792266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2792265.000000 Penalty: 5100.088867
	Iteration 57Q: 3 clusters Score -2792265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2792270.750000 Penalty: 5100.088867
	Iteration 58Q: 3 clusters Score -2792271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2792272.000000 Penalty: 5100.088867
	Iteration 59Q: 3 clusters Score -2792272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2792272.000000 Penalty: 5100.088867
	Iteration 60F: 3 clusters Score -2792272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2792268.500000 Penalty: 5100.088867
	Iteration 61Q: 3 clusters Score -2792268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2792270.750000 Penalty: 5100.088867
	Iteration 62Q: 3 clusters Score -2792271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2792267.750000 Penalty: 5100.088867
	Iteration 63Q: 3 clusters Score -2792268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2792272.750000 Penalty: 5100.088867
	Iteration 64Q: 3 clusters Score -2792273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2792271.000000 Penalty: 5100.088867
	Iteration 65Q: 3 clusters Score -2792271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2792264.500000 Penalty: 5100.088867
	Iteration 66Q: 3 clusters Score -2792264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2792267.000000 Penalty: 5100.088867
	Iteration 67Q: 3 clusters Score -2792267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2792265.750000 Penalty: 5100.088867
	Iteration 68Q: 3 clusters Score -2792266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2792265.750000 Penalty: 5100.088867
	Iteration 69F: 3 clusters Score -2792266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 11993 members 
Mstep: Class 3 contains 24281 members 
Mstep: Class 4 contains 229813 members 
Mstep: Class 5 contains 107841 members 
Mstep: Class 6 contains 237946 members 
Mstep: Class 7 contains 23854 members 
Mstep: Class 8 contains 148047 members 
Mstep: Class 9 contains 47760 members 
Mstep: Class 10 contains 16999 members 
Mstep: Class 11 contains 74522 members 
Mstep: Class 12 contains 18290 members 
Mstep: Class 13 contains 33642 members 
Mstep: Class 14 contains 318507 members 
Mstep: Class 15 contains 75325 members 
Mstep: Class 16 contains 16074 members 
Mstep: Class 17 contains 237024 members 
Mstep: Class 18 contains 20013 members 
Mstep: Class 19 contains 17222 members 
Entering Unmasked Estep 
Score: -157542976.000000 Penalty: 67520.812500
Splitting cluster 2 changes total score from -157541792.000000 to -157542976.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 3 (24281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Entering Unmasked Estep 
Score: -2235834.750000 Penalty: 2504.167480
	Iteration 0F: 2 clusters Score -2235835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2219154.000000 Penalty: 5008.334961
	Iteration 0F: 3 clusters Score -2219154 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2227160.250000 Penalty: 5008.334961
	Iteration 1F: 3 clusters Score -2227160 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2230139.750000 Penalty: 5008.334961
	Iteration 2F: 3 clusters Score -2230140 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2233086.750000 Penalty: 5008.334961
	Iteration 3F: 3 clusters Score -2233087 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2235602.500000 Penalty: 5008.334961
	Iteration 4F: 3 clusters Score -2235602 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2237446.250000 Penalty: 5008.334961
	Iteration 5F: 3 clusters Score -2237446 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2238459.000000 Penalty: 5008.334961
	Iteration 6F: 3 clusters Score -2238459 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2239059.250000 Penalty: 5008.334961
	Iteration 7Q: 3 clusters Score -2239059 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2239549.500000 Penalty: 5008.334961
	Iteration 8Q: 3 clusters Score -2239550 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2240056.750000 Penalty: 5008.334961
	Iteration 9Q: 3 clusters Score -2240057 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2240616.500000 Penalty: 5008.334961
	Iteration 10Q: 3 clusters Score -2240616 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2240973.250000 Penalty: 5008.334961
	Iteration 11Q: 3 clusters Score -2240973 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2241111.500000 Penalty: 5008.334961
	Iteration 12Q: 3 clusters Score -2241112 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2241170.000000 Penalty: 5008.334961
	Iteration 13Q: 3 clusters Score -2241170 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2241193.750000 Penalty: 5008.334961
	Iteration 14Q: 3 clusters Score -2241194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2241209.000000 Penalty: 5008.334961
	Iteration 15Q: 3 clusters Score -2241209 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2241207.000000 Penalty: 5008.334961
	Iteration 16Q: 3 clusters Score -2241207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2241214.000000 Penalty: 5008.334961
	Iteration 17Q: 3 clusters Score -2241214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2241213.250000 Penalty: 5008.334961
	Iteration 18Q: 3 clusters Score -2241213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2241214.500000 Penalty: 5008.334961
	Iteration 19Q: 3 clusters Score -2241214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2241217.500000 Penalty: 5008.334961
	Iteration 20F: 3 clusters Score -2241218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2241214.750000 Penalty: 5008.334961
	Iteration 21Q: 3 clusters Score -2241215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2241213.250000 Penalty: 5008.334961
	Iteration 22Q: 3 clusters Score -2241213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2241216.750000 Penalty: 5008.334961
	Iteration 23Q: 3 clusters Score -2241217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2241216.750000 Penalty: 5008.334961
	Iteration 24F: 3 clusters Score -2241217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 11993 members 
Mstep: Class 3 contains 5516 members 
Mstep: Class 4 contains 229813 members 
Mstep: Class 5 contains 107841 members 
Mstep: Class 6 contains 237946 members 
Mstep: Class 7 contains 23854 members 
Mstep: Class 8 contains 148047 members 
Mstep: Class 9 contains 47760 members 
Mstep: Class 10 contains 16999 members 
Mstep: Class 11 contains 74522 members 
Mstep: Class 12 contains 18290 members 
Mstep: Class 13 contains 33642 members 
Mstep: Class 14 contains 318507 members 
Mstep: Class 15 contains 75325 members 
Mstep: Class 16 contains 16074 members 
Mstep: Class 17 contains 237024 members 
Mstep: Class 18 contains 20013 members 
Mstep: Class 19 contains 17222 members 
Mstep: Class 20 contains 18765 members 
Entering Unmasked Estep 
Score: -157547648.000000 Penalty: 71074.546875
Splitting cluster 3 changes total score from -157541792.000000 to -157547648.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (229813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229813 members 
Entering Unmasked Estep 
Score: -22421954.000000 Penalty: 3061.565186
	Iteration 0F: 2 clusters Score -2.242195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114727 members 
Mstep: Class 2 contains 115086 members 
Entering Unmasked Estep 
Score: -22271002.000000 Penalty: 6123.130371
	Iteration 0F: 3 clusters Score -2.2271e+07 nChanged 110952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111939 members 
Mstep: Class 2 contains 117874 members 
Entering Unmasked Estep 
Score: -22335994.000000 Penalty: 6123.130371
	Iteration 1F: 3 clusters Score -2.233599e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110891 members 
Mstep: Class 2 contains 118922 members 
Entering Unmasked Estep 
Score: -22337518.000000 Penalty: 6123.130371
	Iteration 2Q: 3 clusters Score -2.233752e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109571 members 
Mstep: Class 2 contains 120242 members 
Entering Unmasked Estep 
Score: -22339554.000000 Penalty: 6123.130371
	Iteration 3Q: 3 clusters Score -2.233955e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107939 members 
Mstep: Class 2 contains 121874 members 
Entering Unmasked Estep 
Score: -22342446.000000 Penalty: 6123.130371
	Iteration 4Q: 3 clusters Score -2.234245e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106166 members 
Mstep: Class 2 contains 123647 members 
Entering Unmasked Estep 
Score: -22346616.000000 Penalty: 6123.130371
	Iteration 5Q: 3 clusters Score -2.234662e+07 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104436 members 
Mstep: Class 2 contains 125377 members 
Entering Unmasked Estep 
Score: -22352468.000000 Penalty: 6123.130371
	Iteration 6F: 3 clusters Score -2.235247e+07 nChanged 13492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102598 members 
Mstep: Class 2 contains 127215 members 
Entering Unmasked Estep 
Score: -22360522.000000 Penalty: 6123.130371
	Iteration 7F: 3 clusters Score -2.236052e+07 nChanged 14321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100421 members 
Mstep: Class 2 contains 129392 members 
Entering Unmasked Estep 
Score: -22369098.000000 Penalty: 6123.130371
	Iteration 8F: 3 clusters Score -2.23691e+07 nChanged 13623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97664 members 
Mstep: Class 2 contains 132149 members 
Entering Unmasked Estep 
Score: -22376710.000000 Penalty: 6123.130371
	Iteration 9F: 3 clusters Score -2.237671e+07 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94159 members 
Mstep: Class 2 contains 135654 members 
Entering Unmasked Estep 
Score: -22382174.000000 Penalty: 6123.130371
	Iteration 10F: 3 clusters Score -2.238217e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90029 members 
Mstep: Class 2 contains 139784 members 
Entering Unmasked Estep 
Score: -22386070.000000 Penalty: 6123.130371
	Iteration 11Q: 3 clusters Score -2.238607e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85305 members 
Mstep: Class 2 contains 144508 members 
Entering Unmasked Estep 
Score: -22388844.000000 Penalty: 6123.130371
	Iteration 12Q: 3 clusters Score -2.238884e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 149951 members 
Entering Unmasked Estep 
Score: -22391054.000000 Penalty: 6123.130371
	Iteration 13Q: 3 clusters Score -2.239105e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73690 members 
Mstep: Class 2 contains 156123 members 
Entering Unmasked Estep 
Score: -22393310.000000 Penalty: 6123.130371
	Iteration 14Q: 3 clusters Score -2.239331e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 162885 members 
Entering Unmasked Estep 
Score: -22395548.000000 Penalty: 6123.130371
	Iteration 15Q: 3 clusters Score -2.239555e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59575 members 
Mstep: Class 2 contains 170238 members 
Entering Unmasked Estep 
Score: -22398094.000000 Penalty: 6123.130371
	Iteration 16Q: 3 clusters Score -2.239809e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 178064 members 
Entering Unmasked Estep 
Score: -22400656.000000 Penalty: 6123.130371
	Iteration 17Q: 3 clusters Score -2.240066e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 185930 members 
Entering Unmasked Estep 
Score: -22403380.000000 Penalty: 6123.130371
	Iteration 18Q: 3 clusters Score -2.240338e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 193477 members 
Entering Unmasked Estep 
Score: -22406192.000000 Penalty: 6123.130371
	Iteration 19Q: 3 clusters Score -2.240619e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 200630 members 
Entering Unmasked Estep 
Score: -22408888.000000 Penalty: 6123.130371
	Iteration 20F: 3 clusters Score -2.240889e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 207014 members 
Entering Unmasked Estep 
Score: -22411408.000000 Penalty: 6123.130371
	Iteration 21Q: 3 clusters Score -2.241141e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 212393 members 
Entering Unmasked Estep 
Score: -22413488.000000 Penalty: 6123.130371
	Iteration 22Q: 3 clusters Score -2.241349e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 216716 members 
Entering Unmasked Estep 
Score: -22415194.000000 Penalty: 6123.130371
	Iteration 23Q: 3 clusters Score -2.241519e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 220034 members 
Entering Unmasked Estep 
Score: -22416492.000000 Penalty: 6123.130371
	Iteration 24Q: 3 clusters Score -2.241649e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 222483 members 
Entering Unmasked Estep 
Score: -22417334.000000 Penalty: 6123.130371
	Iteration 25Q: 3 clusters Score -2.241733e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 224197 members 
Entering Unmasked Estep 
Score: -22417960.000000 Penalty: 6123.130371
	Iteration 26Q: 3 clusters Score -2.241796e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 225367 members 
Entering Unmasked Estep 
Score: -22418400.000000 Penalty: 6123.130371
	Iteration 27Q: 3 clusters Score -2.24184e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 226170 members 
Entering Unmasked Estep 
Score: -22418632.000000 Penalty: 6123.130371
	Iteration 28Q: 3 clusters Score -2.241863e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 226693 members 
Entering Unmasked Estep 
Score: -22418820.000000 Penalty: 6123.130371
	Iteration 29Q: 3 clusters Score -2.241882e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 227077 members 
Entering Unmasked Estep 
Score: -22418972.000000 Penalty: 6123.130371
	Iteration 30Q: 3 clusters Score -2.241897e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 227400 members 
Entering Unmasked Estep 
Score: -22419038.000000 Penalty: 6123.130371
	Iteration 31Q: 3 clusters Score -2.241904e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 227625 members 
Entering Unmasked Estep 
Score: -22419086.000000 Penalty: 6123.130371
	Iteration 32Q: 3 clusters Score -2.241909e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 227813 members 
Entering Unmasked Estep 
Score: -22419130.000000 Penalty: 6123.130371
	Iteration 33Q: 3 clusters Score -2.241913e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 227953 members 
Entering Unmasked Estep 
Score: -22419212.000000 Penalty: 6123.130371
	Iteration 34Q: 3 clusters Score -2.241921e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 228065 members 
Entering Unmasked Estep 
Score: -22419274.000000 Penalty: 6123.130371
	Iteration 35Q: 3 clusters Score -2.241927e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 228141 members 
Entering Unmasked Estep 
Score: -22419314.000000 Penalty: 6123.130371
	Iteration 36Q: 3 clusters Score -2.241931e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 228225 members 
Entering Unmasked Estep 
Score: -22419348.000000 Penalty: 6123.130371
	Iteration 37Q: 3 clusters Score -2.241935e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 228285 members 
Entering Unmasked Estep 
Score: -22419398.000000 Penalty: 6123.130371
	Iteration 38Q: 3 clusters Score -2.24194e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 228337 members 
Entering Unmasked Estep 
Score: -22419410.000000 Penalty: 6123.130371
	Iteration 39Q: 3 clusters Score -2.241941e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 228377 members 
Entering Unmasked Estep 
Score: -22419404.000000 Penalty: 6123.130371
	Iteration 40F: 3 clusters Score -2.24194e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 228408 members 
Entering Unmasked Estep 
Score: -22419440.000000 Penalty: 6123.130371
	Iteration 41Q: 3 clusters Score -2.241944e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 228431 members 
Entering Unmasked Estep 
Score: -22419466.000000 Penalty: 6123.130371
	Iteration 42Q: 3 clusters Score -2.241947e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 228443 members 
Entering Unmasked Estep 
Score: -22419494.000000 Penalty: 6123.130371
	Iteration 43Q: 3 clusters Score -2.241949e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 228454 members 
Entering Unmasked Estep 
Score: -22419492.000000 Penalty: 6123.130371
	Iteration 44Q: 3 clusters Score -2.241949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 228466 members 
Entering Unmasked Estep 
Score: -22419500.000000 Penalty: 6123.130371
	Iteration 45Q: 3 clusters Score -2.24195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 228475 members 
Entering Unmasked Estep 
Score: -22419532.000000 Penalty: 6123.130371
	Iteration 46Q: 3 clusters Score -2.241953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 228483 members 
Entering Unmasked Estep 
Score: -22419528.000000 Penalty: 6123.130371
	Iteration 47Q: 3 clusters Score -2.241953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 228486 members 
Entering Unmasked Estep 
Score: -22419522.000000 Penalty: 6123.130371
	Iteration 48Q: 3 clusters Score -2.241952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 228494 members 
Entering Unmasked Estep 
Score: -22419532.000000 Penalty: 6123.130371
	Iteration 49Q: 3 clusters Score -2.241953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 228506 members 
Entering Unmasked Estep 
Score: -22419520.000000 Penalty: 6123.130371
	Iteration 50Q: 3 clusters Score -2.241952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 228519 members 
Entering Unmasked Estep 
Score: -22419506.000000 Penalty: 6123.130371
	Iteration 51Q: 3 clusters Score -2.241951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 228525 members 
Entering Unmasked Estep 
Score: -22419514.000000 Penalty: 6123.130371
	Iteration 52Q: 3 clusters Score -2.241951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 228530 members 
Entering Unmasked Estep 
Score: -22419518.000000 Penalty: 6123.130371
	Iteration 53Q: 3 clusters Score -2.241952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 228531 members 
Entering Unmasked Estep 
Score: -22419528.000000 Penalty: 6123.130371
	Iteration 54Q: 3 clusters Score -2.241953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 228535 members 
Entering Unmasked Estep 
Score: -22419510.000000 Penalty: 6123.130371
	Iteration 55Q: 3 clusters Score -2.241951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 228540 members 
Entering Unmasked Estep 
Score: -22419524.000000 Penalty: 6123.130371
	Iteration 56Q: 3 clusters Score -2.241952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 228543 members 
Entering Unmasked Estep 
Score: -22419522.000000 Penalty: 6123.130371
	Iteration 57Q: 3 clusters Score -2.241952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 228547 members 
Entering Unmasked Estep 
Score: -22419532.000000 Penalty: 6123.130371
	Iteration 58Q: 3 clusters Score -2.241953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 228553 members 
Entering Unmasked Estep 
Score: -22419536.000000 Penalty: 6123.130371
	Iteration 59Q: 3 clusters Score -2.241954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 228552 members 
Entering Unmasked Estep 
Score: -22419522.000000 Penalty: 6123.130371
	Iteration 60F: 3 clusters Score -2.241952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 228557 members 
Entering Unmasked Estep 
Score: -22419532.000000 Penalty: 6123.130371
	Iteration 61Q: 3 clusters Score -2.241953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 228565 members 
Entering Unmasked Estep 
Score: -22419524.000000 Penalty: 6123.130371
	Iteration 62Q: 3 clusters Score -2.241952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 228565 members 
Entering Unmasked Estep 
Score: -22419540.000000 Penalty: 6123.130371
	Iteration 63Q: 3 clusters Score -2.241954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 228574 members 
Entering Unmasked Estep 
Score: -22419540.000000 Penalty: 6123.130371
	Iteration 64Q: 3 clusters Score -2.241954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 228580 members 
Entering Unmasked Estep 
Score: -22419540.000000 Penalty: 6123.130371
	Iteration 65Q: 3 clusters Score -2.241954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 228581 members 
Entering Unmasked Estep 
Score: -22419550.000000 Penalty: 6123.130371
	Iteration 66Q: 3 clusters Score -2.241955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 228582 members 
Entering Unmasked Estep 
Score: -22419546.000000 Penalty: 6123.130371
	Iteration 67Q: 3 clusters Score -2.241955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 228582 members 
Entering Unmasked Estep 
Score: -22419546.000000 Penalty: 6123.130371
	Iteration 68F: 3 clusters Score -2.241955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (107841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107841 members 
Entering Unmasked Estep 
Score: -10603544.000000 Penalty: 2873.926514
	Iteration 0F: 2 clusters Score -1.060354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -10531558.000000 Penalty: 5747.853027
	Iteration 0F: 3 clusters Score -1.053156e+07 nChanged 50993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54391 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -10560995.000000 Penalty: 5747.853027
	Iteration 1F: 3 clusters Score -1.0561e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -10561922.000000 Penalty: 5747.853027
	Iteration 2Q: 3 clusters Score -1.056192e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -10562957.000000 Penalty: 5747.853027
	Iteration 3Q: 3 clusters Score -1.056296e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -10564245.000000 Penalty: 5747.853027
	Iteration 4Q: 3 clusters Score -1.056424e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -10565813.000000 Penalty: 5747.853027
	Iteration 5Q: 3 clusters Score -1.056581e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61857 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -10567795.000000 Penalty: 5747.853027
	Iteration 6Q: 3 clusters Score -1.05678e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -10570693.000000 Penalty: 5747.853027
	Iteration 7F: 3 clusters Score -1.057069e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71433 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -10574508.000000 Penalty: 5747.853027
	Iteration 8F: 3 clusters Score -1.057451e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -10579294.000000 Penalty: 5747.853027
	Iteration 9F: 3 clusters Score -1.057929e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -10584515.000000 Penalty: 5747.853027
	Iteration 10F: 3 clusters Score -1.058452e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90636 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -10589537.000000 Penalty: 5747.853027
	Iteration 11F: 3 clusters Score -1.058954e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95860 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -10593805.000000 Penalty: 5747.853027
	Iteration 12Q: 3 clusters Score -1.05938e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99691 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -10597036.000000 Penalty: 5747.853027
	Iteration 13Q: 3 clusters Score -1.059704e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102118 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -10599135.000000 Penalty: 5747.853027
	Iteration 14Q: 3 clusters Score -1.059914e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103558 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -10600672.000000 Penalty: 5747.853027
	Iteration 15Q: 3 clusters Score -1.060067e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104320 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -10601613.000000 Penalty: 5747.853027
	Iteration 16Q: 3 clusters Score -1.060161e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104706 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -10602084.000000 Penalty: 5747.853027
	Iteration 17Q: 3 clusters Score -1.060208e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104954 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -10602357.000000 Penalty: 5747.853027
	Iteration 18Q: 3 clusters Score -1.060236e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105121 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -10602504.000000 Penalty: 5747.853027
	Iteration 19Q: 3 clusters Score -1.06025e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105242 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -10602580.000000 Penalty: 5747.853027
	Iteration 20F: 3 clusters Score -1.060258e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105311 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -10602642.000000 Penalty: 5747.853027
	Iteration 21Q: 3 clusters Score -1.060264e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105354 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -10602662.000000 Penalty: 5747.853027
	Iteration 22Q: 3 clusters Score -1.060266e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105381 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -10602654.000000 Penalty: 5747.853027
	Iteration 23Q: 3 clusters Score -1.060265e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105402 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -10602673.000000 Penalty: 5747.853027
	Iteration 24Q: 3 clusters Score -1.060267e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105411 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -10602676.000000 Penalty: 5747.853027
	Iteration 25Q: 3 clusters Score -1.060268e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105422 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -10602663.000000 Penalty: 5747.853027
	Iteration 26Q: 3 clusters Score -1.060266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105426 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -10602670.000000 Penalty: 5747.853027
	Iteration 27Q: 3 clusters Score -1.060267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105430 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -10602680.000000 Penalty: 5747.853027
	Iteration 28Q: 3 clusters Score -1.060268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105432 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -10602675.000000 Penalty: 5747.853027
	Iteration 29Q: 3 clusters Score -1.060268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105433 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -10602671.000000 Penalty: 5747.853027
	Iteration 30Q: 3 clusters Score -1.060267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105435 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -10602674.000000 Penalty: 5747.853027
	Iteration 31Q: 3 clusters Score -1.060267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105436 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -10602673.000000 Penalty: 5747.853027
	Iteration 32Q: 3 clusters Score -1.060267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105437 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -10602675.000000 Penalty: 5747.853027
	Iteration 33Q: 3 clusters Score -1.060268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105437 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -10602675.000000 Penalty: 5747.853027
	Iteration 34F: 3 clusters Score -1.060268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (237946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237946 members 
Entering Unmasked Estep 
Score: -23386886.000000 Penalty: 3070.190186
	Iteration 0F: 2 clusters Score -2.338689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118861 members 
Mstep: Class 2 contains 119085 members 
Entering Unmasked Estep 
Score: -23227154.000000 Penalty: 6140.380371
	Iteration 0F: 3 clusters Score -2.322715e+07 nChanged 114711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114638 members 
Mstep: Class 2 contains 123308 members 
Entering Unmasked Estep 
Score: -23295030.000000 Penalty: 6140.380371
	Iteration 1F: 3 clusters Score -2.329503e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111801 members 
Mstep: Class 2 contains 126145 members 
Entering Unmasked Estep 
Score: -23296620.000000 Penalty: 6140.380371
	Iteration 2Q: 3 clusters Score -2.329662e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107299 members 
Mstep: Class 2 contains 130647 members 
Entering Unmasked Estep 
Score: -23299338.000000 Penalty: 6140.380371
	Iteration 3Q: 3 clusters Score -2.329934e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 137410 members 
Entering Unmasked Estep 
Score: -23303242.000000 Penalty: 6140.380371
	Iteration 4Q: 3 clusters Score -2.330324e+07 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90585 members 
Mstep: Class 2 contains 147361 members 
Entering Unmasked Estep 
Score: -23309720.000000 Penalty: 6140.380371
	Iteration 5F: 3 clusters Score -2.330972e+07 nChanged 16382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76991 members 
Mstep: Class 2 contains 160955 members 
Entering Unmasked Estep 
Score: -23320102.000000 Penalty: 6140.380371
	Iteration 6F: 3 clusters Score -2.33201e+07 nChanged 18370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60537 members 
Mstep: Class 2 contains 177409 members 
Entering Unmasked Estep 
Score: -23333426.000000 Penalty: 6140.380371
	Iteration 7F: 3 clusters Score -2.333343e+07 nChanged 17905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 194374 members 
Entering Unmasked Estep 
Score: -23348248.000000 Penalty: 6140.380371
	Iteration 8F: 3 clusters Score -2.334825e+07 nChanged 15084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 209094 members 
Entering Unmasked Estep 
Score: -23361602.000000 Penalty: 6140.380371
	Iteration 9F: 3 clusters Score -2.33616e+07 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 219976 members 
Entering Unmasked Estep 
Score: -23372382.000000 Penalty: 6140.380371
	Iteration 10Q: 3 clusters Score -2.337238e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 226561 members 
Entering Unmasked Estep 
Score: -23379468.000000 Penalty: 6140.380371
	Iteration 11Q: 3 clusters Score -2.337947e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 229399 members 
Entering Unmasked Estep 
Score: -23383260.000000 Penalty: 6140.380371
	Iteration 12Q: 3 clusters Score -2.338326e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 230342 members 
Entering Unmasked Estep 
Score: -23385142.000000 Penalty: 6140.380371
	Iteration 13Q: 3 clusters Score -2.338514e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 230508 members 
Entering Unmasked Estep 
Score: -23386338.000000 Penalty: 6140.380371
	Iteration 14Q: 3 clusters Score -2.338634e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 230465 members 
Entering Unmasked Estep 
Score: -23387074.000000 Penalty: 6140.380371
	Iteration 15Q: 3 clusters Score -2.338707e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 230350 members 
Entering Unmasked Estep 
Score: -23387872.000000 Penalty: 6140.380371
	Iteration 16Q: 3 clusters Score -2.338787e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 230256 members 
Entering Unmasked Estep 
Score: -23388428.000000 Penalty: 6140.380371
	Iteration 17Q: 3 clusters Score -2.338843e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 230135 members 
Entering Unmasked Estep 
Score: -23388934.000000 Penalty: 6140.380371
	Iteration 18Q: 3 clusters Score -2.338893e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 230036 members 
Entering Unmasked Estep 
Score: -23389418.000000 Penalty: 6140.380371
	Iteration 19Q: 3 clusters Score -2.338942e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 229924 members 
Entering Unmasked Estep 
Score: -23389830.000000 Penalty: 6140.380371
	Iteration 20F: 3 clusters Score -2.338983e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 229865 members 
Entering Unmasked Estep 
Score: -23390168.000000 Penalty: 6140.380371
	Iteration 21Q: 3 clusters Score -2.339017e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 229814 members 
Entering Unmasked Estep 
Score: -23390500.000000 Penalty: 6140.380371
	Iteration 22Q: 3 clusters Score -2.33905e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 229813 members 
Entering Unmasked Estep 
Score: -23390756.000000 Penalty: 6140.380371
	Iteration 23Q: 3 clusters Score -2.339076e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 229827 members 
Entering Unmasked Estep 
Score: -23391006.000000 Penalty: 6140.380371
	Iteration 24Q: 3 clusters Score -2.339101e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 229876 members 
Entering Unmasked Estep 
Score: -23391140.000000 Penalty: 6140.380371
	Iteration 25Q: 3 clusters Score -2.339114e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 229951 members 
Entering Unmasked Estep 
Score: -23391210.000000 Penalty: 6140.380371
	Iteration 26Q: 3 clusters Score -2.339121e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 230014 members 
Entering Unmasked Estep 
Score: -23391268.000000 Penalty: 6140.380371
	Iteration 27Q: 3 clusters Score -2.339127e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 230048 members 
Entering Unmasked Estep 
Score: -23391300.000000 Penalty: 6140.380371
	Iteration 28Q: 3 clusters Score -2.33913e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 230084 members 
Entering Unmasked Estep 
Score: -23391350.000000 Penalty: 6140.380371
	Iteration 29Q: 3 clusters Score -2.339135e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 230110 members 
Entering Unmasked Estep 
Score: -23391356.000000 Penalty: 6140.380371
	Iteration 30Q: 3 clusters Score -2.339136e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 230135 members 
Entering Unmasked Estep 
Score: -23391320.000000 Penalty: 6140.380371
	Iteration 31Q: 3 clusters Score -2.339132e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 230154 members 
Entering Unmasked Estep 
Score: -23391348.000000 Penalty: 6140.380371
	Iteration 32Q: 3 clusters Score -2.339135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 230172 members 
Entering Unmasked Estep 
Score: -23391324.000000 Penalty: 6140.380371
	Iteration 33Q: 3 clusters Score -2.339132e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 230191 members 
Entering Unmasked Estep 
Score: -23391348.000000 Penalty: 6140.380371
	Iteration 34Q: 3 clusters Score -2.339135e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 230212 members 
Entering Unmasked Estep 
Score: -23391342.000000 Penalty: 6140.380371
	Iteration 35Q: 3 clusters Score -2.339134e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 230238 members 
Entering Unmasked Estep 
Score: -23391342.000000 Penalty: 6140.380371
	Iteration 36Q: 3 clusters Score -2.339134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 230254 members 
Entering Unmasked Estep 
Score: -23391338.000000 Penalty: 6140.380371
	Iteration 37Q: 3 clusters Score -2.339134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 230265 members 
Entering Unmasked Estep 
Score: -23391350.000000 Penalty: 6140.380371
	Iteration 38Q: 3 clusters Score -2.339135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 230275 members 
Entering Unmasked Estep 
Score: -23391328.000000 Penalty: 6140.380371
	Iteration 39Q: 3 clusters Score -2.339133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 230280 members 
Entering Unmasked Estep 
Score: -23391328.000000 Penalty: 6140.380371
	Iteration 40F: 3 clusters Score -2.339133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 230286 members 
Entering Unmasked Estep 
Score: -23391342.000000 Penalty: 6140.380371
	Iteration 41Q: 3 clusters Score -2.339134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 230287 members 
Entering Unmasked Estep 
Score: -23391332.000000 Penalty: 6140.380371
	Iteration 42Q: 3 clusters Score -2.339133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 230287 members 
Entering Unmasked Estep 
Score: -23391338.000000 Penalty: 6140.380371
	Iteration 43Q: 3 clusters Score -2.339134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 230285 members 
Entering Unmasked Estep 
Score: -23391352.000000 Penalty: 6140.380371
	Iteration 44Q: 3 clusters Score -2.339135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 230283 members 
Entering Unmasked Estep 
Score: -23391342.000000 Penalty: 6140.380371
	Iteration 45Q: 3 clusters Score -2.339134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 230283 members 
Entering Unmasked Estep 
Score: -23391352.000000 Penalty: 6140.380371
	Iteration 46Q: 3 clusters Score -2.339135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 230284 members 
Entering Unmasked Estep 
Score: -23391356.000000 Penalty: 6140.380371
	Iteration 47Q: 3 clusters Score -2.339136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 230286 members 
Entering Unmasked Estep 
Score: -23391344.000000 Penalty: 6140.380371
	Iteration 48Q: 3 clusters Score -2.339134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 230286 members 
Entering Unmasked Estep 
Score: -23391344.000000 Penalty: 6140.380371
	Iteration 49F: 3 clusters Score -2.339134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 11993 members 
Mstep: Class 3 contains 5516 members 
Mstep: Class 4 contains 229813 members 
Mstep: Class 5 contains 107841 members 
Mstep: Class 6 contains 7660 members 
Mstep: Class 7 contains 23854 members 
Mstep: Class 8 contains 148047 members 
Mstep: Class 9 contains 47760 members 
Mstep: Class 10 contains 16999 members 
Mstep: Class 11 contains 74522 members 
Mstep: Class 12 contains 18290 members 
Mstep: Class 13 contains 33642 members 
Mstep: Class 14 contains 318507 members 
Mstep: Class 15 contains 75325 members 
Mstep: Class 16 contains 16074 members 
Mstep: Class 17 contains 237024 members 
Mstep: Class 18 contains 20013 members 
Mstep: Class 19 contains 17222 members 
Mstep: Class 20 contains 18765 members 
Mstep: Class 21 contains 230286 members 
Entering Unmasked Estep 
Score: -157551936.000000 Penalty: 74628.273438
Splitting cluster 6 changes total score from -157541792.000000 to -157551936.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (23854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Entering Unmasked Estep 
Score: -2154277.250000 Penalty: 2499.767334
	Iteration 0F: 2 clusters Score -2154277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2137696.000000 Penalty: 4999.534668
	Iteration 0F: 3 clusters Score -2137696 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2143886.250000 Penalty: 4999.534668
	Iteration 1F: 3 clusters Score -2143886 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2145076.500000 Penalty: 4999.534668
	Iteration 2F: 3 clusters Score -2145076 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2146393.250000 Penalty: 4999.534668
	Iteration 3F: 3 clusters Score -2146393 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2147904.750000 Penalty: 4999.534668
	Iteration 4F: 3 clusters Score -2147905 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2149306.750000 Penalty: 4999.534668
	Iteration 5F: 3 clusters Score -2149307 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2150392.500000 Penalty: 4999.534668
	Iteration 6F: 3 clusters Score -2150392 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2151060.000000 Penalty: 4999.534668
	Iteration 7F: 3 clusters Score -2151060 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2151480.000000 Penalty: 4999.534668
	Iteration 8Q: 3 clusters Score -2151480 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2151699.750000 Penalty: 4999.534668
	Iteration 9Q: 3 clusters Score -2151700 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2151830.750000 Penalty: 4999.534668
	Iteration 10Q: 3 clusters Score -2151831 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2151916.500000 Penalty: 4999.534668
	Iteration 11Q: 3 clusters Score -2151916 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2151966.250000 Penalty: 4999.534668
	Iteration 12Q: 3 clusters Score -2151966 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2151991.750000 Penalty: 4999.534668
	Iteration 13Q: 3 clusters Score -2151992 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2152015.250000 Penalty: 4999.534668
	Iteration 14Q: 3 clusters Score -2152015 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2152031.750000 Penalty: 4999.534668
	Iteration 15Q: 3 clusters Score -2152032 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2152044.750000 Penalty: 4999.534668
	Iteration 16Q: 3 clusters Score -2152045 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2152054.000000 Penalty: 4999.534668
	Iteration 17Q: 3 clusters Score -2152054 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2152061.750000 Penalty: 4999.534668
	Iteration 18Q: 3 clusters Score -2152062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2152070.000000 Penalty: 4999.534668
	Iteration 19Q: 3 clusters Score -2152070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2152069.500000 Penalty: 4999.534668
	Iteration 20F: 3 clusters Score -2152070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2152071.250000 Penalty: 4999.534668
	Iteration 21Q: 3 clusters Score -2152071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2152074.000000 Penalty: 4999.534668
	Iteration 22Q: 3 clusters Score -2152074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2152079.750000 Penalty: 4999.534668
	Iteration 23Q: 3 clusters Score -2152080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2152082.250000 Penalty: 4999.534668
	Iteration 24Q: 3 clusters Score -2152082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2152086.250000 Penalty: 4999.534668
	Iteration 25Q: 3 clusters Score -2152086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2152079.750000 Penalty: 4999.534668
	Iteration 26Q: 3 clusters Score -2152080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2152085.750000 Penalty: 4999.534668
	Iteration 27Q: 3 clusters Score -2152086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2152090.750000 Penalty: 4999.534668
	Iteration 28Q: 3 clusters Score -2152091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2152092.750000 Penalty: 4999.534668
	Iteration 29Q: 3 clusters Score -2152093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2152091.500000 Penalty: 4999.534668
	Iteration 30Q: 3 clusters Score -2152092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2152092.500000 Penalty: 4999.534668
	Iteration 31Q: 3 clusters Score -2152092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2152095.500000 Penalty: 4999.534668
	Iteration 32Q: 3 clusters Score -2152096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2152098.750000 Penalty: 4999.534668
	Iteration 33Q: 3 clusters Score -2152099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2152102.750000 Penalty: 4999.534668
	Iteration 34Q: 3 clusters Score -2152103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2152102.000000 Penalty: 4999.534668
	Iteration 35Q: 3 clusters Score -2152102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2152096.500000 Penalty: 4999.534668
	Iteration 36Q: 3 clusters Score -2152096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2152104.750000 Penalty: 4999.534668
	Iteration 37Q: 3 clusters Score -2152105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2152102.750000 Penalty: 4999.534668
	Iteration 38Q: 3 clusters Score -2152103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2152104.500000 Penalty: 4999.534668
	Iteration 39Q: 3 clusters Score -2152104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2152105.750000 Penalty: 4999.534668
	Iteration 40F: 3 clusters Score -2152106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2152108.000000 Penalty: 4999.534668
	Iteration 41Q: 3 clusters Score -2152108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2152105.500000 Penalty: 4999.534668
	Iteration 42Q: 3 clusters Score -2152106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2152102.500000 Penalty: 4999.534668
	Iteration 43Q: 3 clusters Score -2152102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2152106.500000 Penalty: 4999.534668
	Iteration 44Q: 3 clusters Score -2152106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2152109.250000 Penalty: 4999.534668
	Iteration 45Q: 3 clusters Score -2152109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2152113.500000 Penalty: 4999.534668
	Iteration 46Q: 3 clusters Score -2152114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2152106.750000 Penalty: 4999.534668
	Iteration 47Q: 3 clusters Score -2152107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2152106.250000 Penalty: 4999.534668
	Iteration 48Q: 3 clusters Score -2152106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2152107.750000 Penalty: 4999.534668
	Iteration 49Q: 3 clusters Score -2152108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2152106.000000 Penalty: 4999.534668
	Iteration 50Q: 3 clusters Score -2152106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2152105.250000 Penalty: 4999.534668
	Iteration 51Q: 3 clusters Score -2152105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2152107.750000 Penalty: 4999.534668
	Iteration 52Q: 3 clusters Score -2152108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2152115.500000 Penalty: 4999.534668
	Iteration 53Q: 3 clusters Score -2152116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2152113.750000 Penalty: 4999.534668
	Iteration 54Q: 3 clusters Score -2152114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2152116.500000 Penalty: 4999.534668
	Iteration 55Q: 3 clusters Score -2152116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2152113.000000 Penalty: 4999.534668
	Iteration 56Q: 3 clusters Score -2152113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2152116.500000 Penalty: 4999.534668
	Iteration 57Q: 3 clusters Score -2152116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2152123.500000 Penalty: 4999.534668
	Iteration 58Q: 3 clusters Score -2152124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2152121.000000 Penalty: 4999.534668
	Iteration 59Q: 3 clusters Score -2152121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2152124.750000 Penalty: 4999.534668
	Iteration 60F: 3 clusters Score -2152125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2152126.500000 Penalty: 4999.534668
	Iteration 61Q: 3 clusters Score -2152126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2152130.250000 Penalty: 4999.534668
	Iteration 62Q: 3 clusters Score -2152130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2152126.500000 Penalty: 4999.534668
	Iteration 63Q: 3 clusters Score -2152126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2152126.750000 Penalty: 4999.534668
	Iteration 64Q: 3 clusters Score -2152127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2152126.500000 Penalty: 4999.534668
	Iteration 65Q: 3 clusters Score -2152126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2152128.250000 Penalty: 4999.534668
	Iteration 66Q: 3 clusters Score -2152128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2152127.000000 Penalty: 4999.534668
	Iteration 67Q: 3 clusters Score -2152127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2152129.250000 Penalty: 4999.534668
	Iteration 68Q: 3 clusters Score -2152129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2152128.750000 Penalty: 4999.534668
	Iteration 69Q: 3 clusters Score -2152129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2152131.250000 Penalty: 4999.534668
	Iteration 70Q: 3 clusters Score -2152131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2152132.500000 Penalty: 4999.534668
	Iteration 71Q: 3 clusters Score -2152132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2152131.250000 Penalty: 4999.534668
	Iteration 72Q: 3 clusters Score -2152131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2152134.250000 Penalty: 4999.534668
	Iteration 73Q: 3 clusters Score -2152134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2152132.000000 Penalty: 4999.534668
	Iteration 74Q: 3 clusters Score -2152132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2152133.000000 Penalty: 4999.534668
	Iteration 75Q: 3 clusters Score -2152133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2152132.000000 Penalty: 4999.534668
	Iteration 76Q: 3 clusters Score -2152132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2152129.500000 Penalty: 4999.534668
	Iteration 77Q: 3 clusters Score -2152130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2152129.250000 Penalty: 4999.534668
	Iteration 78Q: 3 clusters Score -2152129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2152131.750000 Penalty: 4999.534668
	Iteration 79Q: 3 clusters Score -2152132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2152133.500000 Penalty: 4999.534668
	Iteration 80F: 3 clusters Score -2152134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2152134.750000 Penalty: 4999.534668
	Iteration 81Q: 3 clusters Score -2152135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2152134.250000 Penalty: 4999.534668
	Iteration 82Q: 3 clusters Score -2152134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2152133.250000 Penalty: 4999.534668
	Iteration 83Q: 3 clusters Score -2152133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2152132.500000 Penalty: 4999.534668
	Iteration 84Q: 3 clusters Score -2152132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2152133.750000 Penalty: 4999.534668
	Iteration 85Q: 3 clusters Score -2152134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2152133.750000 Penalty: 4999.534668
	Iteration 86Q: 3 clusters Score -2152134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2152133.500000 Penalty: 4999.534668
	Iteration 87Q: 3 clusters Score -2152134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2152130.750000 Penalty: 4999.534668
	Iteration 88Q: 3 clusters Score -2152131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2152127.750000 Penalty: 4999.534668
	Iteration 89Q: 3 clusters Score -2152128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2152132.000000 Penalty: 4999.534668
	Iteration 90Q: 3 clusters Score -2152132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2152131.000000 Penalty: 4999.534668
	Iteration 91Q: 3 clusters Score -2152131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2152131.000000 Penalty: 4999.534668
	Iteration 92Q: 3 clusters Score -2152131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2152127.750000 Penalty: 4999.534668
	Iteration 93Q: 3 clusters Score -2152128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2152127.750000 Penalty: 4999.534668
	Iteration 94Q: 3 clusters Score -2152128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2152129.250000 Penalty: 4999.534668
	Iteration 95Q: 3 clusters Score -2152129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2152130.750000 Penalty: 4999.534668
	Iteration 96Q: 3 clusters Score -2152131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2152133.500000 Penalty: 4999.534668
	Iteration 97Q: 3 clusters Score -2152134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2152132.750000 Penalty: 4999.534668
	Iteration 98Q: 3 clusters Score -2152133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2152130.250000 Penalty: 4999.534668
	Iteration 99Q: 3 clusters Score -2152130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2152131.750000 Penalty: 4999.534668
	Iteration 100F: 3 clusters Score -2152132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2152134.250000 Penalty: 4999.534668
	Iteration 101Q: 3 clusters Score -2152134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2152133.000000 Penalty: 4999.534668
	Iteration 102Q: 3 clusters Score -2152133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2152133.500000 Penalty: 4999.534668
	Iteration 103Q: 3 clusters Score -2152134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2152134.750000 Penalty: 4999.534668
	Iteration 104Q: 3 clusters Score -2152135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2152131.250000 Penalty: 4999.534668
	Iteration 105Q: 3 clusters Score -2152131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2152132.500000 Penalty: 4999.534668
	Iteration 106Q: 3 clusters Score -2152132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2152131.500000 Penalty: 4999.534668
	Iteration 107Q: 3 clusters Score -2152132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2152132.250000 Penalty: 4999.534668
	Iteration 108Q: 3 clusters Score -2152132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2152132.000000 Penalty: 4999.534668
	Iteration 109Q: 3 clusters Score -2152132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2152134.000000 Penalty: 4999.534668
	Iteration 110Q: 3 clusters Score -2152134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2152134.250000 Penalty: 4999.534668
	Iteration 111Q: 3 clusters Score -2152134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2152134.250000 Penalty: 4999.534668
	Iteration 112F: 3 clusters Score -2152134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (148047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148047 members 
Entering Unmasked Estep 
Score: -14233181.000000 Penalty: 2952.510742
	Iteration 0F: 2 clusters Score -1.423318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74184 members 
Mstep: Class 2 contains 73863 members 
Entering Unmasked Estep 
Score: -14134315.000000 Penalty: 5905.021484
	Iteration 0F: 3 clusters Score -1.413432e+07 nChanged 70874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 72751 members 
Entering Unmasked Estep 
Score: -14178033.000000 Penalty: 5905.021484
	Iteration 1F: 3 clusters Score -1.417803e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -14186834.000000 Penalty: 5905.021484
	Iteration 2F: 3 clusters Score -1.418683e+07 nChanged 13146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82682 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -14201594.000000 Penalty: 5905.021484
	Iteration 3F: 3 clusters Score -1.420159e+07 nChanged 16580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92164 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -14217498.000000 Penalty: 5905.021484
	Iteration 4F: 3 clusters Score -1.42175e+07 nChanged 15370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103056 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -14231220.000000 Penalty: 5905.021484
	Iteration 5F: 3 clusters Score -1.423122e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111945 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -14240020.000000 Penalty: 5905.021484
	Iteration 6F: 3 clusters Score -1.424002e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118056 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -14244510.000000 Penalty: 5905.021484
	Iteration 7Q: 3 clusters Score -1.424451e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122434 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -14247152.000000 Penalty: 5905.021484
	Iteration 8Q: 3 clusters Score -1.424715e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125708 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -14248633.000000 Penalty: 5905.021484
	Iteration 9Q: 3 clusters Score -1.424863e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128211 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -14249649.000000 Penalty: 5905.021484
	Iteration 10Q: 3 clusters Score -1.424965e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130126 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -14250281.000000 Penalty: 5905.021484
	Iteration 11Q: 3 clusters Score -1.425028e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131608 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -14250751.000000 Penalty: 5905.021484
	Iteration 12Q: 3 clusters Score -1.425075e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132700 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -14251081.000000 Penalty: 5905.021484
	Iteration 13Q: 3 clusters Score -1.425108e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133551 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -14251269.000000 Penalty: 5905.021484
	Iteration 14Q: 3 clusters Score -1.425127e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134174 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -14251392.000000 Penalty: 5905.021484
	Iteration 15Q: 3 clusters Score -1.425139e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134623 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -14251409.000000 Penalty: 5905.021484
	Iteration 16Q: 3 clusters Score -1.425141e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134926 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -14251443.000000 Penalty: 5905.021484
	Iteration 17Q: 3 clusters Score -1.425144e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135174 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -14251470.000000 Penalty: 5905.021484
	Iteration 18Q: 3 clusters Score -1.425147e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135355 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -14251468.000000 Penalty: 5905.021484
	Iteration 19Q: 3 clusters Score -1.425147e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135486 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -14251449.000000 Penalty: 5905.021484
	Iteration 20F: 3 clusters Score -1.425145e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135585 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -14251453.000000 Penalty: 5905.021484
	Iteration 21Q: 3 clusters Score -1.425145e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135666 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -14251448.000000 Penalty: 5905.021484
	Iteration 22Q: 3 clusters Score -1.425145e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135719 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -14251458.000000 Penalty: 5905.021484
	Iteration 23Q: 3 clusters Score -1.425146e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135768 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -14251456.000000 Penalty: 5905.021484
	Iteration 24Q: 3 clusters Score -1.425146e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135815 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -14251431.000000 Penalty: 5905.021484
	Iteration 25Q: 3 clusters Score -1.425143e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135843 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -14251431.000000 Penalty: 5905.021484
	Iteration 26Q: 3 clusters Score -1.425143e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135862 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -14251435.000000 Penalty: 5905.021484
	Iteration 27Q: 3 clusters Score -1.425144e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135883 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -14251436.000000 Penalty: 5905.021484
	Iteration 28Q: 3 clusters Score -1.425144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135903 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -14251440.000000 Penalty: 5905.021484
	Iteration 29Q: 3 clusters Score -1.425144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135918 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -14251430.000000 Penalty: 5905.021484
	Iteration 30Q: 3 clusters Score -1.425143e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135932 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -14251432.000000 Penalty: 5905.021484
	Iteration 31Q: 3 clusters Score -1.425143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135945 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -14251422.000000 Penalty: 5905.021484
	Iteration 32Q: 3 clusters Score -1.425142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135954 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -14251437.000000 Penalty: 5905.021484
	Iteration 33Q: 3 clusters Score -1.425144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135961 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -14251441.000000 Penalty: 5905.021484
	Iteration 34Q: 3 clusters Score -1.425144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135967 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -14251438.000000 Penalty: 5905.021484
	Iteration 35Q: 3 clusters Score -1.425144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135974 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -14251407.000000 Penalty: 5905.021484
	Iteration 36Q: 3 clusters Score -1.425141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135978 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -14251416.000000 Penalty: 5905.021484
	Iteration 37Q: 3 clusters Score -1.425142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135980 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -14251414.000000 Penalty: 5905.021484
	Iteration 38Q: 3 clusters Score -1.425141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135985 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -14251403.000000 Penalty: 5905.021484
	Iteration 39Q: 3 clusters Score -1.42514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135991 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -14251416.000000 Penalty: 5905.021484
	Iteration 40F: 3 clusters Score -1.425142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135993 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -14251420.000000 Penalty: 5905.021484
	Iteration 41Q: 3 clusters Score -1.425142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135994 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -14251415.000000 Penalty: 5905.021484
	Iteration 42Q: 3 clusters Score -1.425142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135994 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -14251415.000000 Penalty: 5905.021484
	Iteration 43F: 3 clusters Score -1.425142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 11993 members 
Mstep: Class 3 contains 5516 members 
Mstep: Class 4 contains 229813 members 
Mstep: Class 5 contains 107841 members 
Mstep: Class 6 contains 7660 members 
Mstep: Class 7 contains 23854 members 
Mstep: Class 8 contains 135994 members 
Mstep: Class 9 contains 47760 members 
Mstep: Class 10 contains 16999 members 
Mstep: Class 11 contains 74522 members 
Mstep: Class 12 contains 18290 members 
Mstep: Class 13 contains 33642 members 
Mstep: Class 14 contains 318507 members 
Mstep: Class 15 contains 75325 members 
Mstep: Class 16 contains 16074 members 
Mstep: Class 17 contains 237024 members 
Mstep: Class 18 contains 20013 members 
Mstep: Class 19 contains 17222 members 
Mstep: Class 20 contains 18765 members 
Mstep: Class 21 contains 230286 members 
Mstep: Class 22 contains 12053 members 
Entering Unmasked Estep 
Score: -157569392.000000 Penalty: 78182.000000
Splitting cluster 8 changes total score from -157541792.000000 to -157569392.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (47760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Entering Unmasked Estep 
Score: -4657749.500000 Penalty: 2671.937988
	Iteration 0F: 2 clusters Score -4657750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -4625618.000000 Penalty: 5343.875977
	Iteration 0F: 3 clusters Score -4625618 nChanged 21914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -4637639.000000 Penalty: 5343.875977
	Iteration 1F: 3 clusters Score -4637639 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -4638029.500000 Penalty: 5343.875977
	Iteration 2Q: 3 clusters Score -4638030 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -4638404.500000 Penalty: 5343.875977
	Iteration 3Q: 3 clusters Score -4638404 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -4638755.500000 Penalty: 5343.875977
	Iteration 4Q: 3 clusters Score -4638756 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -4639047.000000 Penalty: 5343.875977
	Iteration 5Q: 3 clusters Score -4639047 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -4639386.000000 Penalty: 5343.875977
	Iteration 6Q: 3 clusters Score -4639386 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -4639818.000000 Penalty: 5343.875977
	Iteration 7Q: 3 clusters Score -4639818 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -4640366.000000 Penalty: 5343.875977
	Iteration 8Q: 3 clusters Score -4640366 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -4641243.500000 Penalty: 5343.875977
	Iteration 9Q: 3 clusters Score -4641244 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -4642629.000000 Penalty: 5343.875977
	Iteration 10F: 3 clusters Score -4642629 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -4644837.000000 Penalty: 5343.875977
	Iteration 11F: 3 clusters Score -4644837 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -4647667.000000 Penalty: 5343.875977
	Iteration 12F: 3 clusters Score -4647667 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -4650578.500000 Penalty: 5343.875977
	Iteration 13F: 3 clusters Score -4650578 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -4652829.500000 Penalty: 5343.875977
	Iteration 14F: 3 clusters Score -4652830 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -4654188.000000 Penalty: 5343.875977
	Iteration 15Q: 3 clusters Score -4654188 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -4654956.000000 Penalty: 5343.875977
	Iteration 16Q: 3 clusters Score -4654956 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -4655286.500000 Penalty: 5343.875977
	Iteration 17Q: 3 clusters Score -4655286 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -4655439.000000 Penalty: 5343.875977
	Iteration 18Q: 3 clusters Score -4655439 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -4655504.500000 Penalty: 5343.875977
	Iteration 19Q: 3 clusters Score -4655504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -4655551.500000 Penalty: 5343.875977
	Iteration 20F: 3 clusters Score -4655552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -4655577.000000 Penalty: 5343.875977
	Iteration 21Q: 3 clusters Score -4655577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -4655600.000000 Penalty: 5343.875977
	Iteration 22Q: 3 clusters Score -4655600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -4655617.500000 Penalty: 5343.875977
	Iteration 23Q: 3 clusters Score -4655618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -4655622.000000 Penalty: 5343.875977
	Iteration 24Q: 3 clusters Score -4655622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -4655635.500000 Penalty: 5343.875977
	Iteration 25Q: 3 clusters Score -4655636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -4655651.000000 Penalty: 5343.875977
	Iteration 26Q: 3 clusters Score -4655651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -4655657.000000 Penalty: 5343.875977
	Iteration 27Q: 3 clusters Score -4655657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -4655668.500000 Penalty: 5343.875977
	Iteration 28Q: 3 clusters Score -4655668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -4655669.000000 Penalty: 5343.875977
	Iteration 29Q: 3 clusters Score -4655669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -4655678.000000 Penalty: 5343.875977
	Iteration 30Q: 3 clusters Score -4655678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -4655676.500000 Penalty: 5343.875977
	Iteration 31Q: 3 clusters Score -4655676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -4655681.000000 Penalty: 5343.875977
	Iteration 32Q: 3 clusters Score -4655681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -4655684.500000 Penalty: 5343.875977
	Iteration 33Q: 3 clusters Score -4655684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -4655689.000000 Penalty: 5343.875977
	Iteration 34Q: 3 clusters Score -4655689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -4655691.500000 Penalty: 5343.875977
	Iteration 35Q: 3 clusters Score -4655692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -4655691.000000 Penalty: 5343.875977
	Iteration 36Q: 3 clusters Score -4655691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -4655695.000000 Penalty: 5343.875977
	Iteration 37Q: 3 clusters Score -4655695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -4655698.000000 Penalty: 5343.875977
	Iteration 38Q: 3 clusters Score -4655698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -4655700.000000 Penalty: 5343.875977
	Iteration 39Q: 3 clusters Score -4655700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -4655700.000000 Penalty: 5343.875977
	Iteration 40F: 3 clusters Score -4655700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Entering Unmasked Estep 
Score: -1586610.875000 Penalty: 2415.745605
	Iteration 0F: 2 clusters Score -1586611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1574486.750000 Penalty: 4831.491211
	Iteration 0F: 3 clusters Score -1574487 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1578891.750000 Penalty: 4831.491211
	Iteration 1F: 3 clusters Score -1578892 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1579689.500000 Penalty: 4831.491211
	Iteration 2F: 3 clusters Score -1579690 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1580519.750000 Penalty: 4831.491211
	Iteration 3F: 3 clusters Score -1580520 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1581442.875000 Penalty: 4831.491211
	Iteration 4F: 3 clusters Score -1581443 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1582399.500000 Penalty: 4831.491211
	Iteration 5F: 3 clusters Score -1582400 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1583342.750000 Penalty: 4831.491211
	Iteration 6F: 3 clusters Score -1583343 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1584060.750000 Penalty: 4831.491211
	Iteration 7F: 3 clusters Score -1584061 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1584472.125000 Penalty: 4831.491211
	Iteration 8Q: 3 clusters Score -1584472 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1584686.125000 Penalty: 4831.491211
	Iteration 9Q: 3 clusters Score -1584686 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1584804.000000 Penalty: 4831.491211
	Iteration 10Q: 3 clusters Score -1584804 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1584886.500000 Penalty: 4831.491211
	Iteration 11Q: 3 clusters Score -1584886 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1584939.125000 Penalty: 4831.491211
	Iteration 12Q: 3 clusters Score -1584939 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1584966.875000 Penalty: 4831.491211
	Iteration 13Q: 3 clusters Score -1584967 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1584987.000000 Penalty: 4831.491211
	Iteration 14Q: 3 clusters Score -1584987 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1584999.250000 Penalty: 4831.491211
	Iteration 15Q: 3 clusters Score -1584999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1585008.000000 Penalty: 4831.491211
	Iteration 16Q: 3 clusters Score -1585008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1585009.750000 Penalty: 4831.491211
	Iteration 17Q: 3 clusters Score -1585010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1585014.125000 Penalty: 4831.491211
	Iteration 18Q: 3 clusters Score -1585014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1585017.125000 Penalty: 4831.491211
	Iteration 19Q: 3 clusters Score -1585017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1585020.000000 Penalty: 4831.491211
	Iteration 20F: 3 clusters Score -1585020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1585023.500000 Penalty: 4831.491211
	Iteration 21Q: 3 clusters Score -1585024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1585022.500000 Penalty: 4831.491211
	Iteration 22Q: 3 clusters Score -1585022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1585025.625000 Penalty: 4831.491211
	Iteration 23Q: 3 clusters Score -1585026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1585022.625000 Penalty: 4831.491211
	Iteration 24Q: 3 clusters Score -1585023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1585025.625000 Penalty: 4831.491211
	Iteration 25Q: 3 clusters Score -1585026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1585027.000000 Penalty: 4831.491211
	Iteration 26Q: 3 clusters Score -1585027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1585027.000000 Penalty: 4831.491211
	Iteration 27F: 3 clusters Score -1585027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (74522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74522 members 
Entering Unmasked Estep 
Score: -7156260.000000 Penalty: 2782.274658
	Iteration 0F: 2 clusters Score -7156260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -7106103.500000 Penalty: 5564.549316
	Iteration 0F: 3 clusters Score -7106104 nChanged 35026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -7127797.500000 Penalty: 5564.549316
	Iteration 1F: 3 clusters Score -7127798 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -7131051.500000 Penalty: 5564.549316
	Iteration 2F: 3 clusters Score -7131052 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -7135204.500000 Penalty: 5564.549316
	Iteration 3F: 3 clusters Score -7135204 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -7140668.000000 Penalty: 5564.549316
	Iteration 4F: 3 clusters Score -7140668 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
Score: -7146548.500000 Penalty: 5564.549316
	Iteration 5F: 3 clusters Score -7146548 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 56777 members 
Entering Unmasked Estep 
Score: -7151171.000000 Penalty: 5564.549316
	Iteration 6F: 3 clusters Score -7151171 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -7153981.500000 Penalty: 5564.549316
	Iteration 7F: 3 clusters Score -7153982 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 61658 members 
Entering Unmasked Estep 
Score: -7155906.500000 Penalty: 5564.549316
	Iteration 8Q: 3 clusters Score -7155906 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -7157645.000000 Penalty: 5564.549316
	Iteration 9Q: 3 clusters Score -7157645 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -7158859.000000 Penalty: 5564.549316
	Iteration 10Q: 3 clusters Score -7158859 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -7159666.000000 Penalty: 5564.549316
	Iteration 11Q: 3 clusters Score -7159666 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -7160093.500000 Penalty: 5564.549316
	Iteration 12Q: 3 clusters Score -7160094 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -7160436.500000 Penalty: 5564.549316
	Iteration 13Q: 3 clusters Score -7160436 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 67236 members 
Entering Unmasked Estep 
Score: -7160628.000000 Penalty: 5564.549316
	Iteration 14Q: 3 clusters Score -7160628 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 67559 members 
Entering Unmasked Estep 
Score: -7160768.000000 Penalty: 5564.549316
	Iteration 15Q: 3 clusters Score -7160768 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
Score: -7160909.500000 Penalty: 5564.549316
	Iteration 16Q: 3 clusters Score -7160910 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 68011 members 
Entering Unmasked Estep 
Score: -7160981.500000 Penalty: 5564.549316
	Iteration 17Q: 3 clusters Score -7160982 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -7161037.000000 Penalty: 5564.549316
	Iteration 18Q: 3 clusters Score -7161037 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -7161088.000000 Penalty: 5564.549316
	Iteration 19Q: 3 clusters Score -7161088 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 68347 members 
Entering Unmasked Estep 
Score: -7161125.500000 Penalty: 5564.549316
	Iteration 20F: 3 clusters Score -7161126 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 68391 members 
Entering Unmasked Estep 
Score: -7161128.000000 Penalty: 5564.549316
	Iteration 21Q: 3 clusters Score -7161128 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -7161129.000000 Penalty: 5564.549316
	Iteration 22Q: 3 clusters Score -7161129 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -7161138.500000 Penalty: 5564.549316
	Iteration 23Q: 3 clusters Score -7161138 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 68515 members 
Entering Unmasked Estep 
Score: -7161150.500000 Penalty: 5564.549316
	Iteration 24Q: 3 clusters Score -7161150 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 68555 members 
Entering Unmasked Estep 
Score: -7161157.000000 Penalty: 5564.549316
	Iteration 25Q: 3 clusters Score -7161157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -7161158.000000 Penalty: 5564.549316
	Iteration 26Q: 3 clusters Score -7161158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -7161161.500000 Penalty: 5564.549316
	Iteration 27Q: 3 clusters Score -7161162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
Score: -7161162.000000 Penalty: 5564.549316
	Iteration 28Q: 3 clusters Score -7161162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -7161165.000000 Penalty: 5564.549316
	Iteration 29Q: 3 clusters Score -7161165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -7161168.500000 Penalty: 5564.549316
	Iteration 30Q: 3 clusters Score -7161168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -7161163.500000 Penalty: 5564.549316
	Iteration 31Q: 3 clusters Score -7161164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 68649 members 
Entering Unmasked Estep 
Score: -7161172.500000 Penalty: 5564.549316
	Iteration 32Q: 3 clusters Score -7161172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 68654 members 
Entering Unmasked Estep 
Score: -7161179.000000 Penalty: 5564.549316
	Iteration 33Q: 3 clusters Score -7161179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -7161165.500000 Penalty: 5564.549316
	Iteration 34Q: 3 clusters Score -7161166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 68657 members 
Entering Unmasked Estep 
Score: -7161170.000000 Penalty: 5564.549316
	Iteration 35Q: 3 clusters Score -7161170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -7161172.000000 Penalty: 5564.549316
	Iteration 36Q: 3 clusters Score -7161172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 68665 members 
Entering Unmasked Estep 
Score: -7161169.500000 Penalty: 5564.549316
	Iteration 37Q: 3 clusters Score -7161170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -7161166.000000 Penalty: 5564.549316
	Iteration 38Q: 3 clusters Score -7161166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -7161163.000000 Penalty: 5564.549316
	Iteration 39Q: 3 clusters Score -7161163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 68665 members 
Entering Unmasked Estep 
Score: -7161167.500000 Penalty: 5564.549316
	Iteration 40F: 3 clusters Score -7161168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -7161167.500000 Penalty: 5564.549316
	Iteration 41Q: 3 clusters Score -7161168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -7161167.500000 Penalty: 5564.549316
	Iteration 42F: 3 clusters Score -7161168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 11993 members 
Mstep: Class 3 contains 5516 members 
Mstep: Class 4 contains 229813 members 
Mstep: Class 5 contains 107841 members 
Mstep: Class 6 contains 7660 members 
Mstep: Class 7 contains 23854 members 
Mstep: Class 8 contains 135994 members 
Mstep: Class 9 contains 47760 members 
Mstep: Class 10 contains 16999 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 18290 members 
Mstep: Class 13 contains 33642 members 
Mstep: Class 14 contains 318507 members 
Mstep: Class 15 contains 75325 members 
Mstep: Class 16 contains 16074 members 
Mstep: Class 17 contains 237024 members 
Mstep: Class 18 contains 20013 members 
Mstep: Class 19 contains 17222 members 
Mstep: Class 20 contains 18765 members 
Mstep: Class 21 contains 230286 members 
Mstep: Class 22 contains 12053 members 
Mstep: Class 23 contains 68662 members 
Entering Unmasked Estep 
Score: -157568272.000000 Penalty: 81735.726562
Splitting cluster 11 changes total score from -157541792.000000 to -157568272.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (18290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Entering Unmasked Estep 
Score: -1673648.125000 Penalty: 2433.899170
	Iteration 0F: 2 clusters Score -1673648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1660572.375000 Penalty: 4867.798340
	Iteration 0F: 3 clusters Score -1660572 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1664965.625000 Penalty: 4867.798340
	Iteration 1F: 3 clusters Score -1664966 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1665640.625000 Penalty: 4867.798340
	Iteration 2F: 3 clusters Score -1665641 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1666421.500000 Penalty: 4867.798340
	Iteration 3F: 3 clusters Score -1666422 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1667299.250000 Penalty: 4867.798340
	Iteration 4F: 3 clusters Score -1667299 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1668597.125000 Penalty: 4867.798340
	Iteration 5F: 3 clusters Score -1668597 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1670566.750000 Penalty: 4867.798340
	Iteration 6F: 3 clusters Score -1670567 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1672359.375000 Penalty: 4867.798340
	Iteration 7F: 3 clusters Score -1672359 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1673574.875000 Penalty: 4867.798340
	Iteration 8F: 3 clusters Score -1673575 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1674290.250000 Penalty: 4867.798340
	Iteration 9F: 3 clusters Score -1674290 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1674788.750000 Penalty: 4867.798340
	Iteration 10Q: 3 clusters Score -1674789 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1675271.625000 Penalty: 4867.798340
	Iteration 11Q: 3 clusters Score -1675272 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1675880.250000 Penalty: 4867.798340
	Iteration 12Q: 3 clusters Score -1675880 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1676624.875000 Penalty: 4867.798340
	Iteration 13Q: 3 clusters Score -1676625 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1677580.500000 Penalty: 4867.798340
	Iteration 14Q: 3 clusters Score -1677580 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1678209.000000 Penalty: 4867.798340
	Iteration 15Q: 3 clusters Score -1678209 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1678358.625000 Penalty: 4867.798340
	Iteration 16Q: 3 clusters Score -1678359 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1678417.750000 Penalty: 4867.798340
	Iteration 17Q: 3 clusters Score -1678418 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1678474.750000 Penalty: 4867.798340
	Iteration 18Q: 3 clusters Score -1678475 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1678522.250000 Penalty: 4867.798340
	Iteration 19Q: 3 clusters Score -1678522 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1678571.250000 Penalty: 4867.798340
	Iteration 20F: 3 clusters Score -1678571 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1678619.250000 Penalty: 4867.798340
	Iteration 21Q: 3 clusters Score -1678619 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1678657.000000 Penalty: 4867.798340
	Iteration 22Q: 3 clusters Score -1678657 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1678694.750000 Penalty: 4867.798340
	Iteration 23Q: 3 clusters Score -1678695 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1678736.500000 Penalty: 4867.798340
	Iteration 24Q: 3 clusters Score -1678736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1678778.250000 Penalty: 4867.798340
	Iteration 25Q: 3 clusters Score -1678778 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1678805.250000 Penalty: 4867.798340
	Iteration 26Q: 3 clusters Score -1678805 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1678823.250000 Penalty: 4867.798340
	Iteration 27Q: 3 clusters Score -1678823 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1678852.000000 Penalty: 4867.798340
	Iteration 28Q: 3 clusters Score -1678852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1678867.375000 Penalty: 4867.798340
	Iteration 29Q: 3 clusters Score -1678867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1678882.250000 Penalty: 4867.798340
	Iteration 30Q: 3 clusters Score -1678882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1678892.500000 Penalty: 4867.798340
	Iteration 31Q: 3 clusters Score -1678892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1678899.625000 Penalty: 4867.798340
	Iteration 32Q: 3 clusters Score -1678900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1678908.375000 Penalty: 4867.798340
	Iteration 33Q: 3 clusters Score -1678908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1678907.875000 Penalty: 4867.798340
	Iteration 34Q: 3 clusters Score -1678908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1678906.875000 Penalty: 4867.798340
	Iteration 35Q: 3 clusters Score -1678907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1678911.875000 Penalty: 4867.798340
	Iteration 36Q: 3 clusters Score -1678912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1678912.125000 Penalty: 4867.798340
	Iteration 37Q: 3 clusters Score -1678912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1678918.875000 Penalty: 4867.798340
	Iteration 38Q: 3 clusters Score -1678919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1678917.750000 Penalty: 4867.798340
	Iteration 39Q: 3 clusters Score -1678918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1678923.375000 Penalty: 4867.798340
	Iteration 40F: 3 clusters Score -1678923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1678919.000000 Penalty: 4867.798340
	Iteration 41Q: 3 clusters Score -1678919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1678922.625000 Penalty: 4867.798340
	Iteration 42Q: 3 clusters Score -1678923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1678924.875000 Penalty: 4867.798340
	Iteration 43Q: 3 clusters Score -1678925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1678926.375000 Penalty: 4867.798340
	Iteration 44Q: 3 clusters Score -1678926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1678927.250000 Penalty: 4867.798340
	Iteration 45Q: 3 clusters Score -1678927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1678925.875000 Penalty: 4867.798340
	Iteration 46Q: 3 clusters Score -1678926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1678926.250000 Penalty: 4867.798340
	Iteration 47Q: 3 clusters Score -1678926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1678925.125000 Penalty: 4867.798340
	Iteration 48Q: 3 clusters Score -1678925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1678925.875000 Penalty: 4867.798340
	Iteration 49Q: 3 clusters Score -1678926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1678925.875000 Penalty: 4867.798340
	Iteration 50F: 3 clusters Score -1678926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 11993 members 
Mstep: Class 3 contains 5516 members 
Mstep: Class 4 contains 229813 members 
Mstep: Class 5 contains 107841 members 
Mstep: Class 6 contains 7660 members 
Mstep: Class 7 contains 23854 members 
Mstep: Class 8 contains 135994 members 
Mstep: Class 9 contains 47760 members 
Mstep: Class 10 contains 16999 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 33642 members 
Mstep: Class 14 contains 318507 members 
Mstep: Class 15 contains 75325 members 
Mstep: Class 16 contains 16074 members 
Mstep: Class 17 contains 237024 members 
Mstep: Class 18 contains 20013 members 
Mstep: Class 19 contains 17222 members 
Mstep: Class 20 contains 18765 members 
Mstep: Class 21 contains 230286 members 
Mstep: Class 22 contains 12053 members 
Mstep: Class 23 contains 68662 members 
Mstep: Class 24 contains 11939 members 
Entering Unmasked Estep 
Score: -157573168.000000 Penalty: 85289.453125
Splitting cluster 12 changes total score from -157541792.000000 to -157573168.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (33642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Entering Unmasked Estep 
Score: -3252519.500000 Penalty: 2585.035645
	Iteration 0F: 2 clusters Score -3252520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -3229543.750000 Penalty: 5170.071289
	Iteration 0F: 3 clusters Score -3229544 nChanged 15241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -3238016.000000 Penalty: 5170.071289
	Iteration 1F: 3 clusters Score -3238016 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -3238723.750000 Penalty: 5170.071289
	Iteration 2F: 3 clusters Score -3238724 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3239595.750000 Penalty: 5170.071289
	Iteration 3F: 3 clusters Score -3239596 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3240604.250000 Penalty: 5170.071289
	Iteration 4F: 3 clusters Score -3240604 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3241686.000000 Penalty: 5170.071289
	Iteration 5F: 3 clusters Score -3241686 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3242888.500000 Penalty: 5170.071289
	Iteration 6F: 3 clusters Score -3242888 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3244245.250000 Penalty: 5170.071289
	Iteration 7F: 3 clusters Score -3244245 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3245703.500000 Penalty: 5170.071289
	Iteration 8F: 3 clusters Score -3245704 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -3247044.500000 Penalty: 5170.071289
	Iteration 9F: 3 clusters Score -3247044 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -3247998.500000 Penalty: 5170.071289
	Iteration 10Q: 3 clusters Score -3247998 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -3248646.500000 Penalty: 5170.071289
	Iteration 11Q: 3 clusters Score -3248646 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3249113.000000 Penalty: 5170.071289
	Iteration 12Q: 3 clusters Score -3249113 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3249469.250000 Penalty: 5170.071289
	Iteration 13Q: 3 clusters Score -3249469 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3249753.000000 Penalty: 5170.071289
	Iteration 14Q: 3 clusters Score -3249753 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -3249976.250000 Penalty: 5170.071289
	Iteration 15Q: 3 clusters Score -3249976 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -3250140.000000 Penalty: 5170.071289
	Iteration 16Q: 3 clusters Score -3250140 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -3250278.500000 Penalty: 5170.071289
	Iteration 17Q: 3 clusters Score -3250278 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -3250434.750000 Penalty: 5170.071289
	Iteration 18Q: 3 clusters Score -3250435 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -3250546.750000 Penalty: 5170.071289
	Iteration 19Q: 3 clusters Score -3250547 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3250656.750000 Penalty: 5170.071289
	Iteration 20F: 3 clusters Score -3250657 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -3250718.750000 Penalty: 5170.071289
	Iteration 21Q: 3 clusters Score -3250719 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3250770.000000 Penalty: 5170.071289
	Iteration 22Q: 3 clusters Score -3250770 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -3250823.500000 Penalty: 5170.071289
	Iteration 23Q: 3 clusters Score -3250824 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3250848.500000 Penalty: 5170.071289
	Iteration 24Q: 3 clusters Score -3250848 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -3250888.500000 Penalty: 5170.071289
	Iteration 25Q: 3 clusters Score -3250888 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -3250915.000000 Penalty: 5170.071289
	Iteration 26Q: 3 clusters Score -3250915 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -3250939.000000 Penalty: 5170.071289
	Iteration 27Q: 3 clusters Score -3250939 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -3250953.500000 Penalty: 5170.071289
	Iteration 28Q: 3 clusters Score -3250954 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -3250972.750000 Penalty: 5170.071289
	Iteration 29Q: 3 clusters Score -3250973 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -3250987.500000 Penalty: 5170.071289
	Iteration 30Q: 3 clusters Score -3250988 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -3250998.250000 Penalty: 5170.071289
	Iteration 31Q: 3 clusters Score -3250998 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -3250998.500000 Penalty: 5170.071289
	Iteration 32Q: 3 clusters Score -3250998 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3251007.500000 Penalty: 5170.071289
	Iteration 33Q: 3 clusters Score -3251008 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -3251024.500000 Penalty: 5170.071289
	Iteration 34Q: 3 clusters Score -3251024 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -3251032.750000 Penalty: 5170.071289
	Iteration 35Q: 3 clusters Score -3251033 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -3251044.000000 Penalty: 5170.071289
	Iteration 36Q: 3 clusters Score -3251044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3251040.250000 Penalty: 5170.071289
	Iteration 37Q: 3 clusters Score -3251040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -3251044.250000 Penalty: 5170.071289
	Iteration 38Q: 3 clusters Score -3251044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -3251052.000000 Penalty: 5170.071289
	Iteration 39Q: 3 clusters Score -3251052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3251053.000000 Penalty: 5170.071289
	Iteration 40F: 3 clusters Score -3251053 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3251056.250000 Penalty: 5170.071289
	Iteration 41Q: 3 clusters Score -3251056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -3251062.750000 Penalty: 5170.071289
	Iteration 42Q: 3 clusters Score -3251063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -3251066.500000 Penalty: 5170.071289
	Iteration 43Q: 3 clusters Score -3251066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3251072.750000 Penalty: 5170.071289
	Iteration 44Q: 3 clusters Score -3251073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -3251080.750000 Penalty: 5170.071289
	Iteration 45Q: 3 clusters Score -3251081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3251089.000000 Penalty: 5170.071289
	Iteration 46Q: 3 clusters Score -3251089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3251083.000000 Penalty: 5170.071289
	Iteration 47Q: 3 clusters Score -3251083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3251084.000000 Penalty: 5170.071289
	Iteration 48Q: 3 clusters Score -3251084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3251090.250000 Penalty: 5170.071289
	Iteration 49Q: 3 clusters Score -3251090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -3251087.500000 Penalty: 5170.071289
	Iteration 50Q: 3 clusters Score -3251088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3251087.250000 Penalty: 5170.071289
	Iteration 51Q: 3 clusters Score -3251087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -3251090.250000 Penalty: 5170.071289
	Iteration 52Q: 3 clusters Score -3251090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3251095.500000 Penalty: 5170.071289
	Iteration 53Q: 3 clusters Score -3251096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -3251083.750000 Penalty: 5170.071289
	Iteration 54Q: 3 clusters Score -3251084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3251084.750000 Penalty: 5170.071289
	Iteration 55Q: 3 clusters Score -3251085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -3251085.750000 Penalty: 5170.071289
	Iteration 56Q: 3 clusters Score -3251086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3251085.750000 Penalty: 5170.071289
	Iteration 57Q: 3 clusters Score -3251086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3251082.250000 Penalty: 5170.071289
	Iteration 58Q: 3 clusters Score -3251082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -3251082.250000 Penalty: 5170.071289
	Iteration 59Q: 3 clusters Score -3251082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -3251088.500000 Penalty: 5170.071289
	Iteration 60F: 3 clusters Score -3251088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3251097.250000 Penalty: 5170.071289
	Iteration 61Q: 3 clusters Score -3251097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3251097.000000 Penalty: 5170.071289
	Iteration 62Q: 3 clusters Score -3251097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -3251094.250000 Penalty: 5170.071289
	Iteration 63Q: 3 clusters Score -3251094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3251094.750000 Penalty: 5170.071289
	Iteration 64Q: 3 clusters Score -3251095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -3251090.500000 Penalty: 5170.071289
	Iteration 65Q: 3 clusters Score -3251090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3251087.000000 Penalty: 5170.071289
	Iteration 66Q: 3 clusters Score -3251087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3251098.000000 Penalty: 5170.071289
	Iteration 67Q: 3 clusters Score -3251098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -3251092.750000 Penalty: 5170.071289
	Iteration 68Q: 3 clusters Score -3251093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3251091.000000 Penalty: 5170.071289
	Iteration 69Q: 3 clusters Score -3251091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -3251087.000000 Penalty: 5170.071289
	Iteration 70Q: 3 clusters Score -3251087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3251093.250000 Penalty: 5170.071289
	Iteration 71Q: 3 clusters Score -3251093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -3251089.250000 Penalty: 5170.071289
	Iteration 72Q: 3 clusters Score -3251089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3251091.000000 Penalty: 5170.071289
	Iteration 73Q: 3 clusters Score -3251091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3251095.750000 Penalty: 5170.071289
	Iteration 74Q: 3 clusters Score -3251096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -3251095.500000 Penalty: 5170.071289
	Iteration 75Q: 3 clusters Score -3251096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3251094.000000 Penalty: 5170.071289
	Iteration 76Q: 3 clusters Score -3251094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3251094.000000 Penalty: 5170.071289
	Iteration 77F: 3 clusters Score -3251094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (318507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318507 members 
Entering Unmasked Estep 
Score: -31120530.000000 Penalty: 3142.507324
	Iteration 0F: 2 clusters Score -3.112053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159723 members 
Mstep: Class 2 contains 158784 members 
Entering Unmasked Estep 
Score: -30918824.000000 Penalty: 6285.014648
	Iteration 0F: 3 clusters Score -3.091882e+07 nChanged 154338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171201 members 
Mstep: Class 2 contains 147306 members 
Entering Unmasked Estep 
Score: -31010920.000000 Penalty: 6285.014648
	Iteration 1F: 3 clusters Score -3.101092e+07 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177466 members 
Mstep: Class 2 contains 141041 members 
Entering Unmasked Estep 
Score: -31013388.000000 Penalty: 6285.014648
	Iteration 2Q: 3 clusters Score -3.101339e+07 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187038 members 
Mstep: Class 2 contains 131469 members 
Entering Unmasked Estep 
Score: -31017544.000000 Penalty: 6285.014648
	Iteration 3Q: 3 clusters Score -3.101754e+07 nChanged 15588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201034 members 
Mstep: Class 2 contains 117473 members 
Entering Unmasked Estep 
Score: -31024672.000000 Penalty: 6285.014648
	Iteration 4Q: 3 clusters Score -3.102467e+07 nChanged 20400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220310 members 
Mstep: Class 2 contains 98197 members 
Entering Unmasked Estep 
Score: -31037468.000000 Penalty: 6285.014648
	Iteration 5F: 3 clusters Score -3.103747e+07 nChanged 24676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244312 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -31056236.000000 Penalty: 6285.014648
	Iteration 6F: 3 clusters Score -3.105624e+07 nChanged 24816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268792 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -31076722.000000 Penalty: 6285.014648
	Iteration 7F: 3 clusters Score -3.107672e+07 nChanged 20077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288755 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -31094204.000000 Penalty: 6285.014648
	Iteration 8F: 3 clusters Score -3.10942e+07 nChanged 13293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302008 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -31105416.000000 Penalty: 6285.014648
	Iteration 9Q: 3 clusters Score -3.110542e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309549 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -31111782.000000 Penalty: 6285.014648
	Iteration 10Q: 3 clusters Score -3.111178e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313500 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -31114748.000000 Penalty: 6285.014648
	Iteration 11Q: 3 clusters Score -3.111475e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315531 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -31116184.000000 Penalty: 6285.014648
	Iteration 12Q: 3 clusters Score -3.111618e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316586 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -31117018.000000 Penalty: 6285.014648
	Iteration 13Q: 3 clusters Score -3.111702e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317125 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -31117440.000000 Penalty: 6285.014648
	Iteration 14Q: 3 clusters Score -3.111744e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317404 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -31117674.000000 Penalty: 6285.014648
	Iteration 15Q: 3 clusters Score -3.111767e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317571 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -31117840.000000 Penalty: 6285.014648
	Iteration 16Q: 3 clusters Score -3.111784e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317665 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -31117904.000000 Penalty: 6285.014648
	Iteration 17Q: 3 clusters Score -3.11179e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317724 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -31117958.000000 Penalty: 6285.014648
	Iteration 18Q: 3 clusters Score -3.111796e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317770 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -31118012.000000 Penalty: 6285.014648
	Iteration 19Q: 3 clusters Score -3.111801e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317802 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -31118040.000000 Penalty: 6285.014648
	Iteration 20F: 3 clusters Score -3.111804e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317817 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -31118074.000000 Penalty: 6285.014648
	Iteration 21Q: 3 clusters Score -3.111807e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317833 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -31118126.000000 Penalty: 6285.014648
	Iteration 22Q: 3 clusters Score -3.111813e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317843 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -31118184.000000 Penalty: 6285.014648
	Iteration 23Q: 3 clusters Score -3.111818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317854 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -31118178.000000 Penalty: 6285.014648
	Iteration 24Q: 3 clusters Score -3.111818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317855 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -31118192.000000 Penalty: 6285.014648
	Iteration 25Q: 3 clusters Score -3.111819e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317854 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -31118190.000000 Penalty: 6285.014648
	Iteration 26Q: 3 clusters Score -3.111819e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317859 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -31118200.000000 Penalty: 6285.014648
	Iteration 27Q: 3 clusters Score -3.11182e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317865 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -31118266.000000 Penalty: 6285.014648
	Iteration 28Q: 3 clusters Score -3.111827e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317877 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -31118292.000000 Penalty: 6285.014648
	Iteration 29Q: 3 clusters Score -3.111829e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317892 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -31118314.000000 Penalty: 6285.014648
	Iteration 30Q: 3 clusters Score -3.111831e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317901 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -31118310.000000 Penalty: 6285.014648
	Iteration 31Q: 3 clusters Score -3.111831e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317907 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -31118340.000000 Penalty: 6285.014648
	Iteration 32Q: 3 clusters Score -3.111834e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317898 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -31118422.000000 Penalty: 6285.014648
	Iteration 33Q: 3 clusters Score -3.111842e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317902 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -31118454.000000 Penalty: 6285.014648
	Iteration 34Q: 3 clusters Score -3.111845e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317901 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -31118530.000000 Penalty: 6285.014648
	Iteration 35Q: 3 clusters Score -3.111853e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317900 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -31118620.000000 Penalty: 6285.014648
	Iteration 36Q: 3 clusters Score -3.111862e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317888 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -31118678.000000 Penalty: 6285.014648
	Iteration 37Q: 3 clusters Score -3.111868e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317858 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -31118698.000000 Penalty: 6285.014648
	Iteration 38Q: 3 clusters Score -3.11187e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317839 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -31118772.000000 Penalty: 6285.014648
	Iteration 39Q: 3 clusters Score -3.111877e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317825 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -31118858.000000 Penalty: 6285.014648
	Iteration 40F: 3 clusters Score -3.111886e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317786 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -31118888.000000 Penalty: 6285.014648
	Iteration 41Q: 3 clusters Score -3.111889e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317747 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -31118930.000000 Penalty: 6285.014648
	Iteration 42Q: 3 clusters Score -3.111893e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317708 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -31118992.000000 Penalty: 6285.014648
	Iteration 43Q: 3 clusters Score -3.111899e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317657 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -31119052.000000 Penalty: 6285.014648
	Iteration 44Q: 3 clusters Score -3.111905e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317601 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -31119122.000000 Penalty: 6285.014648
	Iteration 45Q: 3 clusters Score -3.111912e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317541 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -31119212.000000 Penalty: 6285.014648
	Iteration 46Q: 3 clusters Score -3.111921e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317469 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -31119266.000000 Penalty: 6285.014648
	Iteration 47Q: 3 clusters Score -3.111927e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317410 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -31119290.000000 Penalty: 6285.014648
	Iteration 48Q: 3 clusters Score -3.111929e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317357 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -31119330.000000 Penalty: 6285.014648
	Iteration 49Q: 3 clusters Score -3.111933e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317311 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -31119352.000000 Penalty: 6285.014648
	Iteration 50Q: 3 clusters Score -3.111935e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317280 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -31119416.000000 Penalty: 6285.014648
	Iteration 51Q: 3 clusters Score -3.111942e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317259 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -31119414.000000 Penalty: 6285.014648
	Iteration 52Q: 3 clusters Score -3.111941e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317236 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -31119424.000000 Penalty: 6285.014648
	Iteration 53Q: 3 clusters Score -3.111942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317220 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -31119420.000000 Penalty: 6285.014648
	Iteration 54Q: 3 clusters Score -3.111942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317202 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -31119420.000000 Penalty: 6285.014648
	Iteration 55Q: 3 clusters Score -3.111942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317188 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -31119410.000000 Penalty: 6285.014648
	Iteration 56Q: 3 clusters Score -3.111941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317177 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -31119452.000000 Penalty: 6285.014648
	Iteration 57Q: 3 clusters Score -3.111945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317172 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -31119446.000000 Penalty: 6285.014648
	Iteration 58Q: 3 clusters Score -3.111945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317166 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -31119432.000000 Penalty: 6285.014648
	Iteration 59Q: 3 clusters Score -3.111943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317163 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -31119460.000000 Penalty: 6285.014648
	Iteration 60F: 3 clusters Score -3.111946e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317133 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -31119528.000000 Penalty: 6285.014648
	Iteration 61Q: 3 clusters Score -3.111953e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317111 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -31119546.000000 Penalty: 6285.014648
	Iteration 62Q: 3 clusters Score -3.111955e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317087 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -31119548.000000 Penalty: 6285.014648
	Iteration 63Q: 3 clusters Score -3.111955e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317064 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -31119550.000000 Penalty: 6285.014648
	Iteration 64Q: 3 clusters Score -3.111955e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317047 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -31119566.000000 Penalty: 6285.014648
	Iteration 65Q: 3 clusters Score -3.111957e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317031 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -31119564.000000 Penalty: 6285.014648
	Iteration 66Q: 3 clusters Score -3.111956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317018 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -31119562.000000 Penalty: 6285.014648
	Iteration 67Q: 3 clusters Score -3.111956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317003 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -31119554.000000 Penalty: 6285.014648
	Iteration 68Q: 3 clusters Score -3.111955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316997 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -31119578.000000 Penalty: 6285.014648
	Iteration 69Q: 3 clusters Score -3.111958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316987 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -31119572.000000 Penalty: 6285.014648
	Iteration 70Q: 3 clusters Score -3.111957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316980 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -31119572.000000 Penalty: 6285.014648
	Iteration 71Q: 3 clusters Score -3.111957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316970 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -31119572.000000 Penalty: 6285.014648
	Iteration 72Q: 3 clusters Score -3.111957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316963 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -31119568.000000 Penalty: 6285.014648
	Iteration 73Q: 3 clusters Score -3.111957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316955 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -31119592.000000 Penalty: 6285.014648
	Iteration 74Q: 3 clusters Score -3.111959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316945 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -31119584.000000 Penalty: 6285.014648
	Iteration 75Q: 3 clusters Score -3.111958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316933 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -31119576.000000 Penalty: 6285.014648
	Iteration 76Q: 3 clusters Score -3.111958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316927 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -31119584.000000 Penalty: 6285.014648
	Iteration 77Q: 3 clusters Score -3.111958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316921 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -31119584.000000 Penalty: 6285.014648
	Iteration 78Q: 3 clusters Score -3.111958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316914 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -31119580.000000 Penalty: 6285.014648
	Iteration 79Q: 3 clusters Score -3.111958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316909 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -31119610.000000 Penalty: 6285.014648
	Iteration 80F: 3 clusters Score -3.111961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316904 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -31119612.000000 Penalty: 6285.014648
	Iteration 81Q: 3 clusters Score -3.111961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316896 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -31119614.000000 Penalty: 6285.014648
	Iteration 82Q: 3 clusters Score -3.111961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316886 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -31119614.000000 Penalty: 6285.014648
	Iteration 83Q: 3 clusters Score -3.111961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316881 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -31119634.000000 Penalty: 6285.014648
	Iteration 84Q: 3 clusters Score -3.111963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316879 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -31119632.000000 Penalty: 6285.014648
	Iteration 85Q: 3 clusters Score -3.111963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316877 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -31119628.000000 Penalty: 6285.014648
	Iteration 86Q: 3 clusters Score -3.111963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316877 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -31119628.000000 Penalty: 6285.014648
	Iteration 87F: 3 clusters Score -3.111963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (75325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75325 members 
Entering Unmasked Estep 
Score: -6568710.000000 Penalty: 2784.932861
	Iteration 0F: 2 clusters Score -6568710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -6518319.000000 Penalty: 5569.865723
	Iteration 0F: 3 clusters Score -6518319 nChanged 35282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -6540630.500000 Penalty: 5569.865723
	Iteration 1F: 3 clusters Score -6540630 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -6547151.500000 Penalty: 5569.865723
	Iteration 2F: 3 clusters Score -6547152 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -6556078.500000 Penalty: 5569.865723
	Iteration 3F: 3 clusters Score -6556078 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -6562143.000000 Penalty: 5569.865723
	Iteration 4F: 3 clusters Score -6562143 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -6566167.500000 Penalty: 5569.865723
	Iteration 5F: 3 clusters Score -6566168 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -6569674.000000 Penalty: 5569.865723
	Iteration 6F: 3 clusters Score -6569674 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -6572750.500000 Penalty: 5569.865723
	Iteration 7F: 3 clusters Score -6572750 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -6574707.500000 Penalty: 5569.865723
	Iteration 8Q: 3 clusters Score -6574708 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -6575957.500000 Penalty: 5569.865723
	Iteration 9Q: 3 clusters Score -6575958 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -6576968.000000 Penalty: 5569.865723
	Iteration 10Q: 3 clusters Score -6576968 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -6577888.500000 Penalty: 5569.865723
	Iteration 11Q: 3 clusters Score -6577888 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -6578705.500000 Penalty: 5569.865723
	Iteration 12Q: 3 clusters Score -6578706 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -6579246.000000 Penalty: 5569.865723
	Iteration 13Q: 3 clusters Score -6579246 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -6579655.000000 Penalty: 5569.865723
	Iteration 14Q: 3 clusters Score -6579655 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -6579902.500000 Penalty: 5569.865723
	Iteration 15Q: 3 clusters Score -6579902 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 56625 members 
Entering Unmasked Estep 
Score: -6580115.500000 Penalty: 5569.865723
	Iteration 16Q: 3 clusters Score -6580116 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -6580263.000000 Penalty: 5569.865723
	Iteration 17Q: 3 clusters Score -6580263 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 57566 members 
Entering Unmasked Estep 
Score: -6580357.500000 Penalty: 5569.865723
	Iteration 18Q: 3 clusters Score -6580358 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -6580384.500000 Penalty: 5569.865723
	Iteration 19Q: 3 clusters Score -6580384 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 58276 members 
Entering Unmasked Estep 
Score: -6580468.500000 Penalty: 5569.865723
	Iteration 20F: 3 clusters Score -6580468 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 58529 members 
Entering Unmasked Estep 
Score: -6580542.500000 Penalty: 5569.865723
	Iteration 21Q: 3 clusters Score -6580542 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 58748 members 
Entering Unmasked Estep 
Score: -6580550.000000 Penalty: 5569.865723
	Iteration 22Q: 3 clusters Score -6580550 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -6580564.000000 Penalty: 5569.865723
	Iteration 23Q: 3 clusters Score -6580564 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -6580590.000000 Penalty: 5569.865723
	Iteration 24Q: 3 clusters Score -6580590 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -6580610.500000 Penalty: 5569.865723
	Iteration 25Q: 3 clusters Score -6580610 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -6580659.000000 Penalty: 5569.865723
	Iteration 26Q: 3 clusters Score -6580659 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -6580656.500000 Penalty: 5569.865723
	Iteration 27Q: 3 clusters Score -6580656 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -6580672.500000 Penalty: 5569.865723
	Iteration 28Q: 3 clusters Score -6580672 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 59823 members 
Entering Unmasked Estep 
Score: -6580691.000000 Penalty: 5569.865723
	Iteration 29Q: 3 clusters Score -6580691 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 59915 members 
Entering Unmasked Estep 
Score: -6580701.000000 Penalty: 5569.865723
	Iteration 30Q: 3 clusters Score -6580701 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 59980 members 
Entering Unmasked Estep 
Score: -6580709.000000 Penalty: 5569.865723
	Iteration 31Q: 3 clusters Score -6580709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 60025 members 
Entering Unmasked Estep 
Score: -6580700.500000 Penalty: 5569.865723
	Iteration 32Q: 3 clusters Score -6580700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -6580718.500000 Penalty: 5569.865723
	Iteration 33Q: 3 clusters Score -6580718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -6580724.000000 Penalty: 5569.865723
	Iteration 34Q: 3 clusters Score -6580724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 60148 members 
Entering Unmasked Estep 
Score: -6580718.500000 Penalty: 5569.865723
	Iteration 35Q: 3 clusters Score -6580718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -6580721.000000 Penalty: 5569.865723
	Iteration 36Q: 3 clusters Score -6580721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -6580725.000000 Penalty: 5569.865723
	Iteration 37Q: 3 clusters Score -6580725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 60226 members 
Entering Unmasked Estep 
Score: -6580721.000000 Penalty: 5569.865723
	Iteration 38Q: 3 clusters Score -6580721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -6580724.000000 Penalty: 5569.865723
	Iteration 39Q: 3 clusters Score -6580724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 60259 members 
Entering Unmasked Estep 
Score: -6580717.000000 Penalty: 5569.865723
	Iteration 40F: 3 clusters Score -6580717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -6580720.500000 Penalty: 5569.865723
	Iteration 41Q: 3 clusters Score -6580720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 60282 members 
Entering Unmasked Estep 
Score: -6580736.000000 Penalty: 5569.865723
	Iteration 42Q: 3 clusters Score -6580736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -6580731.000000 Penalty: 5569.865723
	Iteration 43Q: 3 clusters Score -6580731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 60306 members 
Entering Unmasked Estep 
Score: -6580720.000000 Penalty: 5569.865723
	Iteration 44Q: 3 clusters Score -6580720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -6580710.000000 Penalty: 5569.865723
	Iteration 45Q: 3 clusters Score -6580710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 60319 members 
Entering Unmasked Estep 
Score: -6580720.000000 Penalty: 5569.865723
	Iteration 46Q: 3 clusters Score -6580720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -6580720.000000 Penalty: 5569.865723
	Iteration 47Q: 3 clusters Score -6580720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -6580718.500000 Penalty: 5569.865723
	Iteration 48Q: 3 clusters Score -6580718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -6580708.000000 Penalty: 5569.865723
	Iteration 49Q: 3 clusters Score -6580708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -6580709.000000 Penalty: 5569.865723
	Iteration 50Q: 3 clusters Score -6580709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 60337 members 
Entering Unmasked Estep 
Score: -6580707.500000 Penalty: 5569.865723
	Iteration 51Q: 3 clusters Score -6580708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -6580709.500000 Penalty: 5569.865723
	Iteration 52Q: 3 clusters Score -6580710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 60342 members 
Entering Unmasked Estep 
Score: -6580711.500000 Penalty: 5569.865723
	Iteration 53Q: 3 clusters Score -6580712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -6580708.500000 Penalty: 5569.865723
	Iteration 54Q: 3 clusters Score -6580708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -6580701.000000 Penalty: 5569.865723
	Iteration 55Q: 3 clusters Score -6580701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -6580699.000000 Penalty: 5569.865723
	Iteration 56Q: 3 clusters Score -6580699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -6580699.000000 Penalty: 5569.865723
	Iteration 57F: 3 clusters Score -6580699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 11993 members 
Mstep: Class 3 contains 5516 members 
Mstep: Class 4 contains 229813 members 
Mstep: Class 5 contains 107841 members 
Mstep: Class 6 contains 7660 members 
Mstep: Class 7 contains 23854 members 
Mstep: Class 8 contains 135994 members 
Mstep: Class 9 contains 47760 members 
Mstep: Class 10 contains 16999 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 33642 members 
Mstep: Class 14 contains 318507 members 
Mstep: Class 15 contains 14976 members 
Mstep: Class 16 contains 16074 members 
Mstep: Class 17 contains 237024 members 
Mstep: Class 18 contains 20013 members 
Mstep: Class 19 contains 17222 members 
Mstep: Class 20 contains 18765 members 
Mstep: Class 21 contains 230286 members 
Mstep: Class 22 contains 12053 members 
Mstep: Class 23 contains 68662 members 
Mstep: Class 24 contains 11939 members 
Mstep: Class 25 contains 60349 members 
Entering Unmasked Estep 
Score: -157585760.000000 Penalty: 88843.179688
Splitting cluster 15 changes total score from -157541792.000000 to -157585760.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (16074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Entering Unmasked Estep 
Score: -1435247.000000 Penalty: 2401.869629
	Iteration 0F: 2 clusters Score -1435247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1423636.125000 Penalty: 4803.739258
	Iteration 0F: 3 clusters Score -1423636 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1427532.875000 Penalty: 4803.739258
	Iteration 1F: 3 clusters Score -1427533 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1428168.875000 Penalty: 4803.739258
	Iteration 2F: 3 clusters Score -1428169 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1428835.500000 Penalty: 4803.739258
	Iteration 3F: 3 clusters Score -1428836 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1429478.625000 Penalty: 4803.739258
	Iteration 4F: 3 clusters Score -1429479 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1430181.375000 Penalty: 4803.739258
	Iteration 5F: 3 clusters Score -1430181 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1430897.375000 Penalty: 4803.739258
	Iteration 6F: 3 clusters Score -1430897 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1431560.500000 Penalty: 4803.739258
	Iteration 7F: 3 clusters Score -1431560 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1432118.750000 Penalty: 4803.739258
	Iteration 8F: 3 clusters Score -1432119 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1432536.500000 Penalty: 4803.739258
	Iteration 9Q: 3 clusters Score -1432536 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1432820.625000 Penalty: 4803.739258
	Iteration 10Q: 3 clusters Score -1432821 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1432997.000000 Penalty: 4803.739258
	Iteration 11Q: 3 clusters Score -1432997 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1433098.250000 Penalty: 4803.739258
	Iteration 12Q: 3 clusters Score -1433098 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1433168.250000 Penalty: 4803.739258
	Iteration 13Q: 3 clusters Score -1433168 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1433212.625000 Penalty: 4803.739258
	Iteration 14Q: 3 clusters Score -1433213 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1433247.500000 Penalty: 4803.739258
	Iteration 15Q: 3 clusters Score -1433248 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1433264.250000 Penalty: 4803.739258
	Iteration 16Q: 3 clusters Score -1433264 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1433282.375000 Penalty: 4803.739258
	Iteration 17Q: 3 clusters Score -1433282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1433286.250000 Penalty: 4803.739258
	Iteration 18Q: 3 clusters Score -1433286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1433295.250000 Penalty: 4803.739258
	Iteration 19Q: 3 clusters Score -1433295 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1433295.750000 Penalty: 4803.739258
	Iteration 20F: 3 clusters Score -1433296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1433297.000000 Penalty: 4803.739258
	Iteration 21Q: 3 clusters Score -1433297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1433305.125000 Penalty: 4803.739258
	Iteration 22Q: 3 clusters Score -1433305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1433305.750000 Penalty: 4803.739258
	Iteration 23Q: 3 clusters Score -1433306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1433312.875000 Penalty: 4803.739258
	Iteration 24Q: 3 clusters Score -1433313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1433312.375000 Penalty: 4803.739258
	Iteration 25Q: 3 clusters Score -1433312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1433315.375000 Penalty: 4803.739258
	Iteration 26Q: 3 clusters Score -1433315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1433317.250000 Penalty: 4803.739258
	Iteration 27Q: 3 clusters Score -1433317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1433313.250000 Penalty: 4803.739258
	Iteration 28Q: 3 clusters Score -1433313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1433316.000000 Penalty: 4803.739258
	Iteration 29Q: 3 clusters Score -1433316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1433319.750000 Penalty: 4803.739258
	Iteration 30Q: 3 clusters Score -1433320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1433318.125000 Penalty: 4803.739258
	Iteration 31Q: 3 clusters Score -1433318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1433316.750000 Penalty: 4803.739258
	Iteration 32Q: 3 clusters Score -1433317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1433319.000000 Penalty: 4803.739258
	Iteration 33Q: 3 clusters Score -1433319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1433320.125000 Penalty: 4803.739258
	Iteration 34Q: 3 clusters Score -1433320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1433319.375000 Penalty: 4803.739258
	Iteration 35Q: 3 clusters Score -1433319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1433320.250000 Penalty: 4803.739258
	Iteration 36Q: 3 clusters Score -1433320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1433321.375000 Penalty: 4803.739258
	Iteration 37Q: 3 clusters Score -1433321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1433323.000000 Penalty: 4803.739258
	Iteration 38Q: 3 clusters Score -1433323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1433321.875000 Penalty: 4803.739258
	Iteration 39Q: 3 clusters Score -1433322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1433320.250000 Penalty: 4803.739258
	Iteration 40F: 3 clusters Score -1433320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1433321.000000 Penalty: 4803.739258
	Iteration 41Q: 3 clusters Score -1433321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1433319.625000 Penalty: 4803.739258
	Iteration 42Q: 3 clusters Score -1433320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1433321.125000 Penalty: 4803.739258
	Iteration 43Q: 3 clusters Score -1433321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1433323.000000 Penalty: 4803.739258
	Iteration 44Q: 3 clusters Score -1433323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1433321.125000 Penalty: 4803.739258
	Iteration 45Q: 3 clusters Score -1433321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1433319.375000 Penalty: 4803.739258
	Iteration 46Q: 3 clusters Score -1433319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1433319.125000 Penalty: 4803.739258
	Iteration 47Q: 3 clusters Score -1433319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1433320.125000 Penalty: 4803.739258
	Iteration 48Q: 3 clusters Score -1433320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1433320.125000 Penalty: 4803.739258
	Iteration 49F: 3 clusters Score -1433320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (237024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237024 members 
Entering Unmasked Estep 
Score: -23252336.000000 Penalty: 3069.227295
	Iteration 0F: 2 clusters Score -2.325234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118632 members 
Mstep: Class 2 contains 118392 members 
Entering Unmasked Estep 
Score: -23095724.000000 Penalty: 6138.454590
	Iteration 0F: 3 clusters Score -2.309572e+07 nChanged 114465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121685 members 
Mstep: Class 2 contains 115339 members 
Entering Unmasked Estep 
Score: -23162480.000000 Penalty: 6138.454590
	Iteration 1F: 3 clusters Score -2.316248e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123453 members 
Mstep: Class 2 contains 113571 members 
Entering Unmasked Estep 
Score: -23163600.000000 Penalty: 6138.454590
	Iteration 2Q: 3 clusters Score -2.31636e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126119 members 
Mstep: Class 2 contains 110905 members 
Entering Unmasked Estep 
Score: -23164994.000000 Penalty: 6138.454590
	Iteration 3Q: 3 clusters Score -2.316499e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130368 members 
Mstep: Class 2 contains 106656 members 
Entering Unmasked Estep 
Score: -23166948.000000 Penalty: 6138.454590
	Iteration 4Q: 3 clusters Score -2.316695e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136996 members 
Mstep: Class 2 contains 100028 members 
Entering Unmasked Estep 
Score: -23170292.000000 Penalty: 6138.454590
	Iteration 5Q: 3 clusters Score -2.317029e+07 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146898 members 
Mstep: Class 2 contains 90126 members 
Entering Unmasked Estep 
Score: -23176100.000000 Penalty: 6138.454590
	Iteration 6F: 3 clusters Score -2.31761e+07 nChanged 15364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160880 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -23185348.000000 Penalty: 6138.454590
	Iteration 7F: 3 clusters Score -2.318535e+07 nChanged 18583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178701 members 
Mstep: Class 2 contains 58323 members 
Entering Unmasked Estep 
Score: -23199586.000000 Penalty: 6138.454590
	Iteration 8F: 3 clusters Score -2.319959e+07 nChanged 20111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198420 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -23217030.000000 Penalty: 6138.454590
	Iteration 9F: 3 clusters Score -2.321703e+07 nChanged 17178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215454 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -23232248.000000 Penalty: 6138.454590
	Iteration 10F: 3 clusters Score -2.323225e+07 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226505 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -23241662.000000 Penalty: 6138.454590
	Iteration 11Q: 3 clusters Score -2.324166e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232161 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -23246554.000000 Penalty: 6138.454590
	Iteration 12Q: 3 clusters Score -2.324655e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234651 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -23248540.000000 Penalty: 6138.454590
	Iteration 13Q: 3 clusters Score -2.324854e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235597 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -23249420.000000 Penalty: 6138.454590
	Iteration 14Q: 3 clusters Score -2.324942e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235975 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -23249788.000000 Penalty: 6138.454590
	Iteration 15Q: 3 clusters Score -2.324979e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236129 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -23249940.000000 Penalty: 6138.454590
	Iteration 16Q: 3 clusters Score -2.324994e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236183 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -23250096.000000 Penalty: 6138.454590
	Iteration 17Q: 3 clusters Score -2.32501e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236193 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -23250232.000000 Penalty: 6138.454590
	Iteration 18Q: 3 clusters Score -2.325023e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236189 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -23250258.000000 Penalty: 6138.454590
	Iteration 19Q: 3 clusters Score -2.325026e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236194 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -23250298.000000 Penalty: 6138.454590
	Iteration 20F: 3 clusters Score -2.32503e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236201 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -23250364.000000 Penalty: 6138.454590
	Iteration 21Q: 3 clusters Score -2.325036e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236195 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -23250408.000000 Penalty: 6138.454590
	Iteration 22Q: 3 clusters Score -2.325041e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236191 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -23250450.000000 Penalty: 6138.454590
	Iteration 23Q: 3 clusters Score -2.325045e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236188 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -23250472.000000 Penalty: 6138.454590
	Iteration 24Q: 3 clusters Score -2.325047e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236181 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -23250464.000000 Penalty: 6138.454590
	Iteration 25Q: 3 clusters Score -2.325046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236175 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -23250478.000000 Penalty: 6138.454590
	Iteration 26Q: 3 clusters Score -2.325048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236174 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -23250484.000000 Penalty: 6138.454590
	Iteration 27Q: 3 clusters Score -2.325048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236174 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -23250494.000000 Penalty: 6138.454590
	Iteration 28Q: 3 clusters Score -2.325049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236175 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -23250496.000000 Penalty: 6138.454590
	Iteration 29Q: 3 clusters Score -2.32505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236178 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -23250488.000000 Penalty: 6138.454590
	Iteration 30Q: 3 clusters Score -2.325049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236181 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -23250512.000000 Penalty: 6138.454590
	Iteration 31Q: 3 clusters Score -2.325051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236180 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -23250502.000000 Penalty: 6138.454590
	Iteration 32Q: 3 clusters Score -2.32505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236180 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -23250494.000000 Penalty: 6138.454590
	Iteration 33Q: 3 clusters Score -2.325049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236179 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -23250492.000000 Penalty: 6138.454590
	Iteration 34Q: 3 clusters Score -2.325049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236176 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -23250512.000000 Penalty: 6138.454590
	Iteration 35Q: 3 clusters Score -2.325051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236175 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -23250510.000000 Penalty: 6138.454590
	Iteration 36Q: 3 clusters Score -2.325051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236174 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -23250500.000000 Penalty: 6138.454590
	Iteration 37Q: 3 clusters Score -2.32505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236172 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23250496.000000 Penalty: 6138.454590
	Iteration 38Q: 3 clusters Score -2.32505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236170 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -23250500.000000 Penalty: 6138.454590
	Iteration 39Q: 3 clusters Score -2.32505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236171 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -23250506.000000 Penalty: 6138.454590
	Iteration 40F: 3 clusters Score -2.325051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236172 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23250510.000000 Penalty: 6138.454590
	Iteration 41Q: 3 clusters Score -2.325051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236172 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23250510.000000 Penalty: 6138.454590
	Iteration 42F: 3 clusters Score -2.325051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Entering Unmasked Estep 
Score: -1913246.375000 Penalty: 2456.226074
	Iteration 0F: 2 clusters Score -1913246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1899218.000000 Penalty: 4912.452148
	Iteration 0F: 3 clusters Score -1899218 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1904633.000000 Penalty: 4912.452148
	Iteration 1F: 3 clusters Score -1904633 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1905674.500000 Penalty: 4912.452148
	Iteration 2F: 3 clusters Score -1905674 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1906832.000000 Penalty: 4912.452148
	Iteration 3F: 3 clusters Score -1906832 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1908058.000000 Penalty: 4912.452148
	Iteration 4F: 3 clusters Score -1908058 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1909213.000000 Penalty: 4912.452148
	Iteration 5F: 3 clusters Score -1909213 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1910267.500000 Penalty: 4912.452148
	Iteration 6F: 3 clusters Score -1910268 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1911108.375000 Penalty: 4912.452148
	Iteration 7F: 3 clusters Score -1911108 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1911719.875000 Penalty: 4912.452148
	Iteration 8Q: 3 clusters Score -1911720 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1912168.125000 Penalty: 4912.452148
	Iteration 9Q: 3 clusters Score -1912168 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1912530.250000 Penalty: 4912.452148
	Iteration 10Q: 3 clusters Score -1912530 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1912822.500000 Penalty: 4912.452148
	Iteration 11Q: 3 clusters Score -1912822 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1913002.250000 Penalty: 4912.452148
	Iteration 12Q: 3 clusters Score -1913002 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1913086.250000 Penalty: 4912.452148
	Iteration 13Q: 3 clusters Score -1913086 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1913136.750000 Penalty: 4912.452148
	Iteration 14Q: 3 clusters Score -1913137 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1913175.125000 Penalty: 4912.452148
	Iteration 15Q: 3 clusters Score -1913175 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1913202.625000 Penalty: 4912.452148
	Iteration 16Q: 3 clusters Score -1913203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1913221.125000 Penalty: 4912.452148
	Iteration 17Q: 3 clusters Score -1913221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1913247.000000 Penalty: 4912.452148
	Iteration 18Q: 3 clusters Score -1913247 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1913264.500000 Penalty: 4912.452148
	Iteration 19Q: 3 clusters Score -1913264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1913268.625000 Penalty: 4912.452148
	Iteration 20F: 3 clusters Score -1913269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1913281.500000 Penalty: 4912.452148
	Iteration 21Q: 3 clusters Score -1913282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1913292.375000 Penalty: 4912.452148
	Iteration 22Q: 3 clusters Score -1913292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1913300.375000 Penalty: 4912.452148
	Iteration 23Q: 3 clusters Score -1913300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1913308.750000 Penalty: 4912.452148
	Iteration 24Q: 3 clusters Score -1913309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1913322.000000 Penalty: 4912.452148
	Iteration 25Q: 3 clusters Score -1913322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1913325.625000 Penalty: 4912.452148
	Iteration 26Q: 3 clusters Score -1913326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1913334.250000 Penalty: 4912.452148
	Iteration 27Q: 3 clusters Score -1913334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1913340.875000 Penalty: 4912.452148
	Iteration 28Q: 3 clusters Score -1913341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1913346.500000 Penalty: 4912.452148
	Iteration 29Q: 3 clusters Score -1913346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1913347.000000 Penalty: 4912.452148
	Iteration 30Q: 3 clusters Score -1913347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1913346.375000 Penalty: 4912.452148
	Iteration 31Q: 3 clusters Score -1913346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1913347.125000 Penalty: 4912.452148
	Iteration 32Q: 3 clusters Score -1913347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1913347.375000 Penalty: 4912.452148
	Iteration 33Q: 3 clusters Score -1913347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1913348.250000 Penalty: 4912.452148
	Iteration 34Q: 3 clusters Score -1913348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1913349.250000 Penalty: 4912.452148
	Iteration 35Q: 3 clusters Score -1913349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1913349.250000 Penalty: 4912.452148
	Iteration 36F: 3 clusters Score -1913349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 11993 members 
Mstep: Class 3 contains 5516 members 
Mstep: Class 4 contains 229813 members 
Mstep: Class 5 contains 107841 members 
Mstep: Class 6 contains 7660 members 
Mstep: Class 7 contains 23854 members 
Mstep: Class 8 contains 135994 members 
Mstep: Class 9 contains 47760 members 
Mstep: Class 10 contains 16999 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 33642 members 
Mstep: Class 14 contains 318507 members 
Mstep: Class 15 contains 14976 members 
Mstep: Class 16 contains 16074 members 
Mstep: Class 17 contains 237024 members 
Mstep: Class 18 contains 18566 members 
Mstep: Class 19 contains 17222 members 
Mstep: Class 20 contains 18765 members 
Mstep: Class 21 contains 230286 members 
Mstep: Class 22 contains 12053 members 
Mstep: Class 23 contains 68662 members 
Mstep: Class 24 contains 11939 members 
Mstep: Class 25 contains 60349 members 
Mstep: Class 26 contains 1447 members 
Entering Unmasked Estep 
Score: -157584896.000000 Penalty: 92396.906250
Splitting cluster 18 changes total score from -157541792.000000 to -157584896.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 11993 members 
Mstep: Class 3 contains 5516 members 
Mstep: Class 4 contains 229813 members 
Mstep: Class 5 contains 107841 members 
Mstep: Class 6 contains 7660 members 
Mstep: Class 7 contains 23854 members 
Mstep: Class 8 contains 135994 members 
Mstep: Class 9 contains 47760 members 
Mstep: Class 10 contains 16999 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 33642 members 
Mstep: Class 14 contains 318507 members 
Mstep: Class 15 contains 14976 members 
Mstep: Class 16 contains 16074 members 
Mstep: Class 17 contains 237024 members 
Mstep: Class 18 contains 18566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157597920.000000 Penalty: 92396.906250
Iteration 39Q: 27 clusters Score -1.575979e+08 nChanged 21805
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 11816 members 
Mstep: Class 3 contains 5643 members 
Mstep: Class 4 contains 230346 members 
Mstep: Class 5 contains 106928 members 
Mstep: Class 6 contains 7774 members 
Mstep: Class 7 contains 24764 members 
Mstep: Class 8 contains 138618 members 
Mstep: Class 9 contains 47747 members 
Mstep: Class 10 contains 17325 members 
Mstep: Class 11 contains 6926 members 
Mstep: Class 12 contains 6833 members 
Mstep: Class 13 contains 34133 members 
Mstep: Class 14 contains 318850 members 
Mstep: Class 15 contains 15685 members 
Mstep: Class 16 contains 16819 members 
Mstep: Class 17 contains 236007 members 
Mstep: Class 18 contains 18361 members 
Mstep: Class 19 contains 17682 members 
Mstep: Class 20 contains 18632 members 
Mstep: Class 21 contains 229265 members 
Mstep: Class 22 contains 12005 members 
Mstep: Class 23 contains 67423 members 
Mstep: Class 24 contains 11175 members 
Mstep: Class 25 contains 56859 members 
Mstep: Class 26 contains 1419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157608848.000000 Penalty: 92396.906250
Iteration 40F: 27 clusters Score -1.576088e+08 nChanged 14882
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 11679 members 
Mstep: Class 3 contains 5707 members 
Mstep: Class 4 contains 229711 members 
Mstep: Class 5 contains 106277 members 
Mstep: Class 6 contains 7841 members 
Mstep: Class 7 contains 24922 members 
Mstep: Class 8 contains 139576 members 
Mstep: Class 9 contains 47425 members 
Mstep: Class 10 contains 17279 members 
Mstep: Class 11 contains 7554 members 
Mstep: Class 12 contains 7365 members 
Mstep: Class 13 contains 34061 members 
Mstep: Class 14 contains 318432 members 
Mstep: Class 15 contains 15671 members 
Mstep: Class 16 contains 16925 members 
Mstep: Class 17 contains 234906 members 
Mstep: Class 18 contains 17989 members 
Mstep: Class 19 contains 18205 members 
Mstep: Class 20 contains 18937 members 
Mstep: Class 21 contains 229037 members 
Mstep: Class 22 contains 12440 members 
Mstep: Class 23 contains 66929 members 
Mstep: Class 24 contains 11243 members 
Mstep: Class 25 contains 56596 members 
Mstep: Class 26 contains 1570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157616112.000000 Penalty: 92396.906250
Iteration 41Q: 27 clusters Score -1.576161e+08 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 11606 members 
Mstep: Class 3 contains 5750 members 
Mstep: Class 4 contains 229023 members 
Mstep: Class 5 contains 105778 members 
Mstep: Class 6 contains 7906 members 
Mstep: Class 7 contains 25172 members 
Mstep: Class 8 contains 140131 members 
Mstep: Class 9 contains 47279 members 
Mstep: Class 10 contains 17256 members 
Mstep: Class 11 contains 7992 members 
Mstep: Class 12 contains 7801 members 
Mstep: Class 13 contains 33891 members 
Mstep: Class 14 contains 317994 members 
Mstep: Class 15 contains 15674 members 
Mstep: Class 16 contains 17208 members 
Mstep: Class 17 contains 233961 members 
Mstep: Class 18 contains 17747 members 
Mstep: Class 19 contains 18650 members 
Mstep: Class 20 contains 19230 members 
Mstep: Class 21 contains 228730 members 
Mstep: Class 22 contains 12716 members 
Mstep: Class 23 contains 66686 members 
Mstep: Class 24 contains 11391 members 
Mstep: Class 25 contains 56424 members 
Mstep: Class 26 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157621824.000000 Penalty: 92396.906250
Iteration 42Q: 27 clusters Score -1.576218e+08 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 11548 members 
Mstep: Class 3 contains 5779 members 
Mstep: Class 4 contains 228329 members 
Mstep: Class 5 contains 105354 members 
Mstep: Class 6 contains 7953 members 
Mstep: Class 7 contains 25214 members 
Mstep: Class 8 contains 140441 members 
Mstep: Class 9 contains 47168 members 
Mstep: Class 10 contains 17241 members 
Mstep: Class 11 contains 8277 members 
Mstep: Class 12 contains 8215 members 
Mstep: Class 13 contains 33718 members 
Mstep: Class 14 contains 317584 members 
Mstep: Class 15 contains 15682 members 
Mstep: Class 16 contains 17482 members 
Mstep: Class 17 contains 233141 members 
Mstep: Class 18 contains 17552 members 
Mstep: Class 19 contains 19126 members 
Mstep: Class 20 contains 19521 members 
Mstep: Class 21 contains 228549 members 
Mstep: Class 22 contains 12913 members 
Mstep: Class 23 contains 66566 members 
Mstep: Class 24 contains 11793 members 
Mstep: Class 25 contains 56203 members 
Mstep: Class 26 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157626096.000000 Penalty: 92396.906250
Iteration 43Q: 27 clusters Score -1.576261e+08 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 11500 members 
Mstep: Class 3 contains 5808 members 
Mstep: Class 4 contains 227637 members 
Mstep: Class 5 contains 105056 members 
Mstep: Class 6 contains 7995 members 
Mstep: Class 7 contains 25070 members 
Mstep: Class 8 contains 140623 members 
Mstep: Class 9 contains 47061 members 
Mstep: Class 10 contains 17211 members 
Mstep: Class 11 contains 8519 members 
Mstep: Class 12 contains 8509 members 
Mstep: Class 13 contains 33503 members 
Mstep: Class 14 contains 317188 members 
Mstep: Class 15 contains 15731 members 
Mstep: Class 16 contains 17665 members 
Mstep: Class 17 contains 232450 members 
Mstep: Class 18 contains 17392 members 
Mstep: Class 19 contains 19563 members 
Mstep: Class 20 contains 19819 members 
Mstep: Class 21 contains 228445 members 
Mstep: Class 22 contains 13058 members 
Mstep: Class 23 contains 66473 members 
Mstep: Class 24 contains 12442 members 
Mstep: Class 25 contains 56018 members 
Mstep: Class 26 contains 1796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157628608.000000 Penalty: 92396.906250
Iteration 44Q: 27 clusters Score -1.576286e+08 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 11473 members 
Mstep: Class 3 contains 5824 members 
Mstep: Class 4 contains 227165 members 
Mstep: Class 5 contains 104848 members 
Mstep: Class 6 contains 8019 members 
Mstep: Class 7 contains 24896 members 
Mstep: Class 8 contains 140717 members 
Mstep: Class 9 contains 46982 members 
Mstep: Class 10 contains 17168 members 
Mstep: Class 11 contains 8737 members 
Mstep: Class 12 contains 8743 members 
Mstep: Class 13 contains 33322 members 
Mstep: Class 14 contains 316903 members 
Mstep: Class 15 contains 15729 members 
Mstep: Class 16 contains 17833 members 
Mstep: Class 17 contains 231874 members 
Mstep: Class 18 contains 17258 members 
Mstep: Class 19 contains 19938 members 
Mstep: Class 20 contains 20118 members 
Mstep: Class 21 contains 228365 members 
Mstep: Class 22 contains 13165 members 
Mstep: Class 23 contains 66373 members 
Mstep: Class 24 contains 12896 members 
Mstep: Class 25 contains 55816 members 
Mstep: Class 26 contains 1849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157630112.000000 Penalty: 92396.906250
Iteration 45Q: 27 clusters Score -1.576301e+08 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 11447 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 226779 members 
Mstep: Class 5 contains 104673 members 
Mstep: Class 6 contains 8036 members 
Mstep: Class 7 contains 24712 members 
Mstep: Class 8 contains 140776 members 
Mstep: Class 9 contains 46947 members 
Mstep: Class 10 contains 17114 members 
Mstep: Class 11 contains 8968 members 
Mstep: Class 12 contains 8962 members 
Mstep: Class 13 contains 33142 members 
Mstep: Class 14 contains 316653 members 
Mstep: Class 15 contains 15732 members 
Mstep: Class 16 contains 18021 members 
Mstep: Class 17 contains 231347 members 
Mstep: Class 18 contains 17107 members 
Mstep: Class 19 contains 20309 members 
Mstep: Class 20 contains 20373 members 
Mstep: Class 21 contains 228321 members 
Mstep: Class 22 contains 13225 members 
Mstep: Class 23 contains 66273 members 
Mstep: Class 24 contains 13279 members 
Mstep: Class 25 contains 55567 members 
Mstep: Class 26 contains 1898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157631088.000000 Penalty: 92396.906250
Iteration 46Q: 27 clusters Score -1.576311e+08 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 11420 members 
Mstep: Class 3 contains 5866 members 
Mstep: Class 4 contains 226442 members 
Mstep: Class 5 contains 104532 members 
Mstep: Class 6 contains 8051 members 
Mstep: Class 7 contains 24550 members 
Mstep: Class 8 contains 140785 members 
Mstep: Class 9 contains 46913 members 
Mstep: Class 10 contains 17052 members 
Mstep: Class 11 contains 9127 members 
Mstep: Class 12 contains 9199 members 
Mstep: Class 13 contains 32987 members 
Mstep: Class 14 contains 316427 members 
Mstep: Class 15 contains 15666 members 
Mstep: Class 16 contains 18190 members 
Mstep: Class 17 contains 230915 members 
Mstep: Class 18 contains 16974 members 
Mstep: Class 19 contains 20619 members 
Mstep: Class 20 contains 20604 members 
Mstep: Class 21 contains 228296 members 
Mstep: Class 22 contains 13281 members 
Mstep: Class 23 contains 66196 members 
Mstep: Class 24 contains 13597 members 
Mstep: Class 25 contains 55411 members 
Mstep: Class 26 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157632544.000000 Penalty: 92396.906250
Iteration 47Q: 27 clusters Score -1.576325e+08 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 11400 members 
Mstep: Class 3 contains 5887 members 
Mstep: Class 4 contains 226162 members 
Mstep: Class 5 contains 104408 members 
Mstep: Class 6 contains 8058 members 
Mstep: Class 7 contains 24407 members 
Mstep: Class 8 contains 140763 members 
Mstep: Class 9 contains 46884 members 
Mstep: Class 10 contains 17026 members 
Mstep: Class 11 contains 9260 members 
Mstep: Class 12 contains 9457 members 
Mstep: Class 13 contains 32800 members 
Mstep: Class 14 contains 316240 members 
Mstep: Class 15 contains 15549 members 
Mstep: Class 16 contains 18363 members 
Mstep: Class 17 contains 230551 members 
Mstep: Class 18 contains 16870 members 
Mstep: Class 19 contains 20874 members 
Mstep: Class 20 contains 20815 members 
Mstep: Class 21 contains 228276 members 
Mstep: Class 22 contains 13320 members 
Mstep: Class 23 contains 66127 members 
Mstep: Class 24 contains 13843 members 
Mstep: Class 25 contains 55258 members 
Mstep: Class 26 contains 1989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157633376.000000 Penalty: 92396.906250
Iteration 48Q: 27 clusters Score -1.576334e+08 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 11385 members 
Mstep: Class 3 contains 5907 members 
Mstep: Class 4 contains 225954 members 
Mstep: Class 5 contains 104302 members 
Mstep: Class 6 contains 8067 members 
Mstep: Class 7 contains 24283 members 
Mstep: Class 8 contains 140725 members 
Mstep: Class 9 contains 46846 members 
Mstep: Class 10 contains 16987 members 
Mstep: Class 11 contains 9360 members 
Mstep: Class 12 contains 9726 members 
Mstep: Class 13 contains 32610 members 
Mstep: Class 14 contains 316072 members 
Mstep: Class 15 contains 15359 members 
Mstep: Class 16 contains 18546 members 
Mstep: Class 17 contains 230232 members 
Mstep: Class 18 contains 16751 members 
Mstep: Class 19 contains 21114 members 
Mstep: Class 20 contains 21002 members 
Mstep: Class 21 contains 228255 members 
Mstep: Class 22 contains 13350 members 
Mstep: Class 23 contains 66085 members 
Mstep: Class 24 contains 14037 members 
Mstep: Class 25 contains 55169 members 
Mstep: Class 26 contains 2032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157634048.000000 Penalty: 92396.906250
Iteration 49Q: 27 clusters Score -1.57634e+08 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 11363 members 
Mstep: Class 3 contains 5935 members 
Mstep: Class 4 contains 225799 members 
Mstep: Class 5 contains 104216 members 
Mstep: Class 6 contains 8077 members 
Mstep: Class 7 contains 24169 members 
Mstep: Class 8 contains 140672 members 
Mstep: Class 9 contains 46803 members 
Mstep: Class 10 contains 16963 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 9960 members 
Mstep: Class 13 contains 32422 members 
Mstep: Class 14 contains 315958 members 
Mstep: Class 15 contains 15146 members 
Mstep: Class 16 contains 18736 members 
Mstep: Class 17 contains 229957 members 
Mstep: Class 18 contains 16625 members 
Mstep: Class 19 contains 21325 members 
Mstep: Class 20 contains 21173 members 
Mstep: Class 21 contains 228233 members 
Mstep: Class 22 contains 13370 members 
Mstep: Class 23 contains 66052 members 
Mstep: Class 24 contains 14196 members 
Mstep: Class 25 contains 55054 members 
Mstep: Class 26 contains 2061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157634784.000000 Penalty: 92396.906250
Iteration 50Q: 27 clusters Score -1.576348e+08 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 5964 members 
Mstep: Class 4 contains 225636 members 
Mstep: Class 5 contains 104125 members 
Mstep: Class 6 contains 8083 members 
Mstep: Class 7 contains 24036 members 
Mstep: Class 8 contains 140635 members 
Mstep: Class 9 contains 46793 members 
Mstep: Class 10 contains 16919 members 
Mstep: Class 11 contains 9567 members 
Mstep: Class 12 contains 10134 members 
Mstep: Class 13 contains 32230 members 
Mstep: Class 14 contains 315844 members 
Mstep: Class 15 contains 15003 members 
Mstep: Class 16 contains 18915 members 
Mstep: Class 17 contains 229725 members 
Mstep: Class 18 contains 16486 members 
Mstep: Class 19 contains 21476 members 
Mstep: Class 20 contains 21338 members 
Mstep: Class 21 contains 228241 members 
Mstep: Class 22 contains 13386 members 
Mstep: Class 23 contains 66013 members 
Mstep: Class 24 contains 14339 members 
Mstep: Class 25 contains 54971 members 
Mstep: Class 26 contains 2100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157635904.000000 Penalty: 92396.906250
Iteration 51Q: 27 clusters Score -1.576359e+08 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 11311 members 
Mstep: Class 3 contains 5991 members 
Mstep: Class 4 contains 225483 members 
Mstep: Class 5 contains 104058 members 
Mstep: Class 6 contains 8089 members 
Mstep: Class 7 contains 23891 members 
Mstep: Class 8 contains 140613 members 
Mstep: Class 9 contains 46769 members 
Mstep: Class 10 contains 16886 members 
Mstep: Class 11 contains 9667 members 
Mstep: Class 12 contains 10266 members 
Mstep: Class 13 contains 32057 members 
Mstep: Class 14 contains 315740 members 
Mstep: Class 15 contains 14891 members 
Mstep: Class 16 contains 19082 members 
Mstep: Class 17 contains 229509 members 
Mstep: Class 18 contains 16344 members 
Mstep: Class 19 contains 21582 members 
Mstep: Class 20 contains 21493 members 
Mstep: Class 21 contains 228241 members 
Mstep: Class 22 contains 13393 members 
Mstep: Class 23 contains 65984 members 
Mstep: Class 24 contains 14485 members 
Mstep: Class 25 contains 54888 members 
Mstep: Class 26 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157636496.000000 Penalty: 92396.906250
Iteration 52Q: 27 clusters Score -1.576365e+08 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 11300 members 
Mstep: Class 3 contains 6007 members 
Mstep: Class 4 contains 225352 members 
Mstep: Class 5 contains 103996 members 
Mstep: Class 6 contains 8091 members 
Mstep: Class 7 contains 23750 members 
Mstep: Class 8 contains 140575 members 
Mstep: Class 9 contains 46743 members 
Mstep: Class 10 contains 16853 members 
Mstep: Class 11 contains 9723 members 
Mstep: Class 12 contains 10362 members 
Mstep: Class 13 contains 31888 members 
Mstep: Class 14 contains 315653 members 
Mstep: Class 15 contains 14793 members 
Mstep: Class 16 contains 19245 members 
Mstep: Class 17 contains 229329 members 
Mstep: Class 18 contains 16196 members 
Mstep: Class 19 contains 21663 members 
Mstep: Class 20 contains 21625 members 
Mstep: Class 21 contains 228253 members 
Mstep: Class 22 contains 13400 members 
Mstep: Class 23 contains 65966 members 
Mstep: Class 24 contains 14633 members 
Mstep: Class 25 contains 54810 members 
Mstep: Class 26 contains 2192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157636864.000000 Penalty: 92396.906250
Iteration 53Q: 27 clusters Score -1.576369e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 11285 members 
Mstep: Class 3 contains 6025 members 
Mstep: Class 4 contains 225250 members 
Mstep: Class 5 contains 103944 members 
Mstep: Class 6 contains 8091 members 
Mstep: Class 7 contains 23601 members 
Mstep: Class 8 contains 140541 members 
Mstep: Class 9 contains 46714 members 
Mstep: Class 10 contains 16827 members 
Mstep: Class 11 contains 9775 members 
Mstep: Class 12 contains 10432 members 
Mstep: Class 13 contains 31702 members 
Mstep: Class 14 contains 315575 members 
Mstep: Class 15 contains 14731 members 
Mstep: Class 16 contains 19429 members 
Mstep: Class 17 contains 229149 members 
Mstep: Class 18 contains 16055 members 
Mstep: Class 19 contains 21725 members 
Mstep: Class 20 contains 21731 members 
Mstep: Class 21 contains 228275 members 
Mstep: Class 22 contains 13411 members 
Mstep: Class 23 contains 65962 members 
Mstep: Class 24 contains 14763 members 
Mstep: Class 25 contains 54721 members 
Mstep: Class 26 contains 2228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637280.000000 Penalty: 92396.906250
Iteration 54Q: 27 clusters Score -1.576373e+08 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 11268 members 
Mstep: Class 3 contains 6039 members 
Mstep: Class 4 contains 225168 members 
Mstep: Class 5 contains 103901 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 23466 members 
Mstep: Class 8 contains 140504 members 
Mstep: Class 9 contains 46706 members 
Mstep: Class 10 contains 16785 members 
Mstep: Class 11 contains 9816 members 
Mstep: Class 12 contains 10482 members 
Mstep: Class 13 contains 31529 members 
Mstep: Class 14 contains 315514 members 
Mstep: Class 15 contains 14711 members 
Mstep: Class 16 contains 19591 members 
Mstep: Class 17 contains 229000 members 
Mstep: Class 18 contains 15901 members 
Mstep: Class 19 contains 21798 members 
Mstep: Class 20 contains 21828 members 
Mstep: Class 21 contains 228299 members 
Mstep: Class 22 contains 13410 members 
Mstep: Class 23 contains 65938 members 
Mstep: Class 24 contains 14877 members 
Mstep: Class 25 contains 54616 members 
Mstep: Class 26 contains 2259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637696.000000 Penalty: 92396.906250
Iteration 55Q: 27 clusters Score -1.576377e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 11256 members 
Mstep: Class 3 contains 6054 members 
Mstep: Class 4 contains 225113 members 
Mstep: Class 5 contains 103854 members 
Mstep: Class 6 contains 8089 members 
Mstep: Class 7 contains 23328 members 
Mstep: Class 8 contains 140486 members 
Mstep: Class 9 contains 46709 members 
Mstep: Class 10 contains 16739 members 
Mstep: Class 11 contains 9865 members 
Mstep: Class 12 contains 10503 members 
Mstep: Class 13 contains 31348 members 
Mstep: Class 14 contains 315439 members 
Mstep: Class 15 contains 14696 members 
Mstep: Class 16 contains 19768 members 
Mstep: Class 17 contains 228854 members 
Mstep: Class 18 contains 15733 members 
Mstep: Class 19 contains 21864 members 
Mstep: Class 20 contains 21906 members 
Mstep: Class 21 contains 228308 members 
Mstep: Class 22 contains 13412 members 
Mstep: Class 23 contains 65911 members 
Mstep: Class 24 contains 14996 members 
Mstep: Class 25 contains 54521 members 
Mstep: Class 26 contains 2292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637760.000000 Penalty: 92396.906250
Iteration 56Q: 27 clusters Score -1.576378e+08 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 11259 members 
Mstep: Class 3 contains 6062 members 
Mstep: Class 4 contains 225061 members 
Mstep: Class 5 contains 103805 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 23194 members 
Mstep: Class 8 contains 140467 members 
Mstep: Class 9 contains 46695 members 
Mstep: Class 10 contains 16713 members 
Mstep: Class 11 contains 9904 members 
Mstep: Class 12 contains 10491 members 
Mstep: Class 13 contains 31197 members 
Mstep: Class 14 contains 315385 members 
Mstep: Class 15 contains 14707 members 
Mstep: Class 16 contains 19944 members 
Mstep: Class 17 contains 228736 members 
Mstep: Class 18 contains 15565 members 
Mstep: Class 19 contains 21902 members 
Mstep: Class 20 contains 21971 members 
Mstep: Class 21 contains 228315 members 
Mstep: Class 22 contains 13415 members 
Mstep: Class 23 contains 65901 members 
Mstep: Class 24 contains 15104 members 
Mstep: Class 25 contains 54417 members 
Mstep: Class 26 contains 2330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637872.000000 Penalty: 92396.906250
Iteration 57Q: 27 clusters Score -1.576379e+08 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 11262 members 
Mstep: Class 3 contains 6065 members 
Mstep: Class 4 contains 225000 members 
Mstep: Class 5 contains 103749 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 23072 members 
Mstep: Class 8 contains 140426 members 
Mstep: Class 9 contains 46681 members 
Mstep: Class 10 contains 16666 members 
Mstep: Class 11 contains 9950 members 
Mstep: Class 12 contains 10466 members 
Mstep: Class 13 contains 31055 members 
Mstep: Class 14 contains 315356 members 
Mstep: Class 15 contains 14733 members 
Mstep: Class 16 contains 20143 members 
Mstep: Class 17 contains 228605 members 
Mstep: Class 18 contains 15400 members 
Mstep: Class 19 contains 21936 members 
Mstep: Class 20 contains 22031 members 
Mstep: Class 21 contains 228334 members 
Mstep: Class 22 contains 13416 members 
Mstep: Class 23 contains 65890 members 
Mstep: Class 24 contains 15217 members 
Mstep: Class 25 contains 54294 members 
Mstep: Class 26 contains 2373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157638112.000000 Penalty: 92396.906250
Iteration 58Q: 27 clusters Score -1.576381e+08 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 11264 members 
Mstep: Class 3 contains 6067 members 
Mstep: Class 4 contains 224949 members 
Mstep: Class 5 contains 103692 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 22953 members 
Mstep: Class 8 contains 140367 members 
Mstep: Class 9 contains 46679 members 
Mstep: Class 10 contains 16616 members 
Mstep: Class 11 contains 9995 members 
Mstep: Class 12 contains 10455 members 
Mstep: Class 13 contains 30894 members 
Mstep: Class 14 contains 315320 members 
Mstep: Class 15 contains 14735 members 
Mstep: Class 16 contains 20345 members 
Mstep: Class 17 contains 228445 members 
Mstep: Class 18 contains 15245 members 
Mstep: Class 19 contains 21972 members 
Mstep: Class 20 contains 22085 members 
Mstep: Class 21 contains 228349 members 
Mstep: Class 22 contains 13415 members 
Mstep: Class 23 contains 65883 members 
Mstep: Class 24 contains 15301 members 
Mstep: Class 25 contains 54229 members 
Mstep: Class 26 contains 2405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157638240.000000 Penalty: 92396.906250
Iteration 59Q: 27 clusters Score -1.576382e+08 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 6069 members 
Mstep: Class 4 contains 224899 members 
Mstep: Class 5 contains 103633 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 22842 members 
Mstep: Class 8 contains 140311 members 
Mstep: Class 9 contains 46671 members 
Mstep: Class 10 contains 16559 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 10435 members 
Mstep: Class 13 contains 30752 members 
Mstep: Class 14 contains 315306 members 
Mstep: Class 15 contains 14744 members 
Mstep: Class 16 contains 20520 members 
Mstep: Class 17 contains 228327 members 
Mstep: Class 18 contains 15056 members 
Mstep: Class 19 contains 22013 members 
Mstep: Class 20 contains 22130 members 
Mstep: Class 21 contains 228360 members 
Mstep: Class 22 contains 13421 members 
Mstep: Class 23 contains 65889 members 
Mstep: Class 24 contains 15388 members 
Mstep: Class 25 contains 54166 members 
Mstep: Class 26 contains 2437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157638912.000000 Penalty: 92396.906250
Iteration 60F: 27 clusters Score -1.576389e+08 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 11269 members 
Mstep: Class 3 contains 6068 members 
Mstep: Class 4 contains 224860 members 
Mstep: Class 5 contains 103573 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 22720 members 
Mstep: Class 8 contains 140261 members 
Mstep: Class 9 contains 46646 members 
Mstep: Class 10 contains 16520 members 
Mstep: Class 11 contains 10260 members 
Mstep: Class 12 contains 10602 members 
Mstep: Class 13 contains 30634 members 
Mstep: Class 14 contains 315264 members 
Mstep: Class 15 contains 14720 members 
Mstep: Class 16 contains 20722 members 
Mstep: Class 17 contains 228199 members 
Mstep: Class 18 contains 14860 members 
Mstep: Class 19 contains 22051 members 
Mstep: Class 20 contains 22142 members 
Mstep: Class 21 contains 228389 members 
Mstep: Class 22 contains 13421 members 
Mstep: Class 23 contains 65895 members 
Mstep: Class 24 contains 15499 members 
Mstep: Class 25 contains 53767 members 
Mstep: Class 26 contains 2473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157639632.000000 Penalty: 92396.906250
Iteration 61Q: 27 clusters Score -1.576396e+08 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 11269 members 
Mstep: Class 3 contains 6070 members 
Mstep: Class 4 contains 224728 members 
Mstep: Class 5 contains 103500 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 22595 members 
Mstep: Class 8 contains 140180 members 
Mstep: Class 9 contains 46613 members 
Mstep: Class 10 contains 16484 members 
Mstep: Class 11 contains 10422 members 
Mstep: Class 12 contains 10796 members 
Mstep: Class 13 contains 30532 members 
Mstep: Class 14 contains 315125 members 
Mstep: Class 15 contains 14730 members 
Mstep: Class 16 contains 20968 members 
Mstep: Class 17 contains 228073 members 
Mstep: Class 18 contains 14677 members 
Mstep: Class 19 contains 22079 members 
Mstep: Class 20 contains 22107 members 
Mstep: Class 21 contains 228429 members 
Mstep: Class 22 contains 13419 members 
Mstep: Class 23 contains 66008 members 
Mstep: Class 24 contains 15620 members 
Mstep: Class 25 contains 53481 members 
Mstep: Class 26 contains 2501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157639952.000000 Penalty: 92396.906250
Iteration 62Q: 27 clusters Score -1.5764e+08 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 11268 members 
Mstep: Class 3 contains 6072 members 
Mstep: Class 4 contains 224616 members 
Mstep: Class 5 contains 103423 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 22466 members 
Mstep: Class 8 contains 140097 members 
Mstep: Class 9 contains 46560 members 
Mstep: Class 10 contains 16437 members 
Mstep: Class 11 contains 10564 members 
Mstep: Class 12 contains 10986 members 
Mstep: Class 13 contains 30434 members 
Mstep: Class 14 contains 314968 members 
Mstep: Class 15 contains 14746 members 
Mstep: Class 16 contains 21239 members 
Mstep: Class 17 contains 227935 members 
Mstep: Class 18 contains 14489 members 
Mstep: Class 19 contains 22119 members 
Mstep: Class 20 contains 22065 members 
Mstep: Class 21 contains 228476 members 
Mstep: Class 22 contains 13422 members 
Mstep: Class 23 contains 66145 members 
Mstep: Class 24 contains 15739 members 
Mstep: Class 25 contains 53217 members 
Mstep: Class 26 contains 2527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157640720.000000 Penalty: 92396.906250
Iteration 63Q: 27 clusters Score -1.576407e+08 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 11276 members 
Mstep: Class 3 contains 6066 members 
Mstep: Class 4 contains 224495 members 
Mstep: Class 5 contains 103362 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 22352 members 
Mstep: Class 8 contains 140032 members 
Mstep: Class 9 contains 46539 members 
Mstep: Class 10 contains 16408 members 
Mstep: Class 11 contains 10664 members 
Mstep: Class 12 contains 11194 members 
Mstep: Class 13 contains 30340 members 
Mstep: Class 14 contains 314871 members 
Mstep: Class 15 contains 14747 members 
Mstep: Class 16 contains 21490 members 
Mstep: Class 17 contains 227775 members 
Mstep: Class 18 contains 14313 members 
Mstep: Class 19 contains 22158 members 
Mstep: Class 20 contains 22036 members 
Mstep: Class 21 contains 228530 members 
Mstep: Class 22 contains 13418 members 
Mstep: Class 23 contains 66298 members 
Mstep: Class 24 contains 15846 members 
Mstep: Class 25 contains 52902 members 
Mstep: Class 26 contains 2544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157641312.000000 Penalty: 92396.906250
Iteration 64Q: 27 clusters Score -1.576413e+08 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 11278 members 
Mstep: Class 3 contains 6065 members 
Mstep: Class 4 contains 224349 members 
Mstep: Class 5 contains 103319 members 
Mstep: Class 6 contains 8089 members 
Mstep: Class 7 contains 22231 members 
Mstep: Class 8 contains 139977 members 
Mstep: Class 9 contains 46511 members 
Mstep: Class 10 contains 16365 members 
Mstep: Class 11 contains 10783 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 30239 members 
Mstep: Class 14 contains 314778 members 
Mstep: Class 15 contains 14767 members 
Mstep: Class 16 contains 21730 members 
Mstep: Class 17 contains 227655 members 
Mstep: Class 18 contains 14139 members 
Mstep: Class 19 contains 22196 members 
Mstep: Class 20 contains 21975 members 
Mstep: Class 21 contains 228590 members 
Mstep: Class 22 contains 13409 members 
Mstep: Class 23 contains 66460 members 
Mstep: Class 24 contains 15976 members 
Mstep: Class 25 contains 52557 members 
Mstep: Class 26 contains 2566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157642240.000000 Penalty: 92396.906250
Iteration 65Q: 27 clusters Score -1.576422e+08 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 11277 members 
Mstep: Class 3 contains 6066 members 
Mstep: Class 4 contains 224183 members 
Mstep: Class 5 contains 103277 members 
Mstep: Class 6 contains 8089 members 
Mstep: Class 7 contains 22142 members 
Mstep: Class 8 contains 139905 members 
Mstep: Class 9 contains 46499 members 
Mstep: Class 10 contains 16328 members 
Mstep: Class 11 contains 10896 members 
Mstep: Class 12 contains 11604 members 
Mstep: Class 13 contains 30130 members 
Mstep: Class 14 contains 314678 members 
Mstep: Class 15 contains 14764 members 
Mstep: Class 16 contains 21968 members 
Mstep: Class 17 contains 227537 members 
Mstep: Class 18 contains 13957 members 
Mstep: Class 19 contains 22216 members 
Mstep: Class 20 contains 21908 members 
Mstep: Class 21 contains 228627 members 
Mstep: Class 22 contains 13415 members 
Mstep: Class 23 contains 66622 members 
Mstep: Class 24 contains 16102 members 
Mstep: Class 25 contains 52275 members 
Mstep: Class 26 contains 2599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157643024.000000 Penalty: 92396.906250
Iteration 66Q: 27 clusters Score -1.57643e+08 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 11276 members 
Mstep: Class 3 contains 6068 members 
Mstep: Class 4 contains 224032 members 
Mstep: Class 5 contains 103245 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 22047 members 
Mstep: Class 8 contains 139828 members 
Mstep: Class 9 contains 46483 members 
Mstep: Class 10 contains 16303 members 
Mstep: Class 11 contains 10994 members 
Mstep: Class 12 contains 11838 members 
Mstep: Class 13 contains 30023 members 
Mstep: Class 14 contains 314531 members 
Mstep: Class 15 contains 14776 members 
Mstep: Class 16 contains 22223 members 
Mstep: Class 17 contains 227409 members 
Mstep: Class 18 contains 13762 members 
Mstep: Class 19 contains 22234 members 
Mstep: Class 20 contains 21869 members 
Mstep: Class 21 contains 228664 members 
Mstep: Class 22 contains 13420 members 
Mstep: Class 23 contains 66798 members 
Mstep: Class 24 contains 16221 members 
Mstep: Class 25 contains 51972 members 
Mstep: Class 26 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157643888.000000 Penalty: 92396.906250
Iteration 67Q: 27 clusters Score -1.576439e+08 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 11285 members 
Mstep: Class 3 contains 6072 members 
Mstep: Class 4 contains 223907 members 
Mstep: Class 5 contains 103215 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 21970 members 
Mstep: Class 8 contains 139768 members 
Mstep: Class 9 contains 46487 members 
Mstep: Class 10 contains 16254 members 
Mstep: Class 11 contains 11068 members 
Mstep: Class 12 contains 12113 members 
Mstep: Class 13 contains 29911 members 
Mstep: Class 14 contains 314391 members 
Mstep: Class 15 contains 14785 members 
Mstep: Class 16 contains 22435 members 
Mstep: Class 17 contains 227294 members 
Mstep: Class 18 contains 13578 members 
Mstep: Class 19 contains 22248 members 
Mstep: Class 20 contains 21819 members 
Mstep: Class 21 contains 228696 members 
Mstep: Class 22 contains 13422 members 
Mstep: Class 23 contains 66960 members 
Mstep: Class 24 contains 16336 members 
Mstep: Class 25 contains 51648 members 
Mstep: Class 26 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157644672.000000 Penalty: 92396.906250
Iteration 68Q: 27 clusters Score -1.576447e+08 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 11288 members 
Mstep: Class 3 contains 6071 members 
Mstep: Class 4 contains 223783 members 
Mstep: Class 5 contains 103182 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 21919 members 
Mstep: Class 8 contains 139722 members 
Mstep: Class 9 contains 46508 members 
Mstep: Class 10 contains 16204 members 
Mstep: Class 11 contains 11132 members 
Mstep: Class 12 contains 12356 members 
Mstep: Class 13 contains 29816 members 
Mstep: Class 14 contains 314276 members 
Mstep: Class 15 contains 14819 members 
Mstep: Class 16 contains 22636 members 
Mstep: Class 17 contains 227180 members 
Mstep: Class 18 contains 13375 members 
Mstep: Class 19 contains 22267 members 
Mstep: Class 20 contains 21780 members 
Mstep: Class 21 contains 228721 members 
Mstep: Class 22 contains 13424 members 
Mstep: Class 23 contains 67083 members 
Mstep: Class 24 contains 16446 members 
Mstep: Class 25 contains 51346 members 
Mstep: Class 26 contains 2691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157645152.000000 Penalty: 92396.906250
Iteration 69Q: 27 clusters Score -1.576452e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 11291 members 
Mstep: Class 3 contains 6076 members 
Mstep: Class 4 contains 223660 members 
Mstep: Class 5 contains 103154 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 21883 members 
Mstep: Class 8 contains 139675 members 
Mstep: Class 9 contains 46538 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 11210 members 
Mstep: Class 12 contains 12604 members 
Mstep: Class 13 contains 29706 members 
Mstep: Class 14 contains 314161 members 
Mstep: Class 15 contains 14860 members 
Mstep: Class 16 contains 22811 members 
Mstep: Class 17 contains 227079 members 
Mstep: Class 18 contains 13170 members 
Mstep: Class 19 contains 22290 members 
Mstep: Class 20 contains 21740 members 
Mstep: Class 21 contains 228743 members 
Mstep: Class 22 contains 13417 members 
Mstep: Class 23 contains 67183 members 
Mstep: Class 24 contains 16566 members 
Mstep: Class 25 contains 51029 members 
Mstep: Class 26 contains 2720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157645728.000000 Penalty: 92396.906250
Iteration 70Q: 27 clusters Score -1.576457e+08 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 11290 members 
Mstep: Class 3 contains 6082 members 
Mstep: Class 4 contains 223532 members 
Mstep: Class 5 contains 103138 members 
Mstep: Class 6 contains 8091 members 
Mstep: Class 7 contains 21853 members 
Mstep: Class 8 contains 139634 members 
Mstep: Class 9 contains 46559 members 
Mstep: Class 10 contains 16113 members 
Mstep: Class 11 contains 11252 members 
Mstep: Class 12 contains 12791 members 
Mstep: Class 13 contains 29603 members 
Mstep: Class 14 contains 314079 members 
Mstep: Class 15 contains 14906 members 
Mstep: Class 16 contains 22964 members 
Mstep: Class 17 contains 226992 members 
Mstep: Class 18 contains 12971 members 
Mstep: Class 19 contains 22315 members 
Mstep: Class 20 contains 21722 members 
Mstep: Class 21 contains 228754 members 
Mstep: Class 22 contains 13411 members 
Mstep: Class 23 contains 67273 members 
Mstep: Class 24 contains 16684 members 
Mstep: Class 25 contains 50768 members 
Mstep: Class 26 contains 2756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157646064.000000 Penalty: 92396.906250
Iteration 71Q: 27 clusters Score -1.576461e+08 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 11293 members 
Mstep: Class 3 contains 6088 members 
Mstep: Class 4 contains 223434 members 
Mstep: Class 5 contains 103128 members 
Mstep: Class 6 contains 8091 members 
Mstep: Class 7 contains 21831 members 
Mstep: Class 8 contains 139578 members 
Mstep: Class 9 contains 46585 members 
Mstep: Class 10 contains 16056 members 
Mstep: Class 11 contains 11286 members 
Mstep: Class 12 contains 12930 members 
Mstep: Class 13 contains 29481 members 
Mstep: Class 14 contains 314032 members 
Mstep: Class 15 contains 14959 members 
Mstep: Class 16 contains 23109 members 
Mstep: Class 17 contains 226902 members 
Mstep: Class 18 contains 12760 members 
Mstep: Class 19 contains 22337 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 228761 members 
Mstep: Class 22 contains 13406 members 
Mstep: Class 23 contains 67346 members 
Mstep: Class 24 contains 16795 members 
Mstep: Class 25 contains 50541 members 
Mstep: Class 26 contains 2790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157646800.000000 Penalty: 92396.906250
Iteration 72Q: 27 clusters Score -1.576468e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 11295 members 
Mstep: Class 3 contains 6099 members 
Mstep: Class 4 contains 223361 members 
Mstep: Class 5 contains 103107 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 21809 members 
Mstep: Class 8 contains 139519 members 
Mstep: Class 9 contains 46612 members 
Mstep: Class 10 contains 16003 members 
Mstep: Class 11 contains 11294 members 
Mstep: Class 12 contains 13037 members 
Mstep: Class 13 contains 29364 members 
Mstep: Class 14 contains 313980 members 
Mstep: Class 15 contains 14999 members 
Mstep: Class 16 contains 23237 members 
Mstep: Class 17 contains 226799 members 
Mstep: Class 18 contains 12558 members 
Mstep: Class 19 contains 22367 members 
Mstep: Class 20 contains 21698 members 
Mstep: Class 21 contains 228762 members 
Mstep: Class 22 contains 13406 members 
Mstep: Class 23 contains 67413 members 
Mstep: Class 24 contains 16904 members 
Mstep: Class 25 contains 50366 members 
Mstep: Class 26 contains 2829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157647120.000000 Penalty: 92396.906250
Iteration 73Q: 27 clusters Score -1.576471e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 11299 members 
Mstep: Class 3 contains 6105 members 
Mstep: Class 4 contains 223312 members 
Mstep: Class 5 contains 103102 members 
Mstep: Class 6 contains 8089 members 
Mstep: Class 7 contains 21788 members 
Mstep: Class 8 contains 139448 members 
Mstep: Class 9 contains 46649 members 
Mstep: Class 10 contains 15967 members 
Mstep: Class 11 contains 11295 members 
Mstep: Class 12 contains 13088 members 
Mstep: Class 13 contains 29255 members 
Mstep: Class 14 contains 313940 members 
Mstep: Class 15 contains 15039 members 
Mstep: Class 16 contains 23364 members 
Mstep: Class 17 contains 226719 members 
Mstep: Class 18 contains 12351 members 
Mstep: Class 19 contains 22381 members 
Mstep: Class 20 contains 21687 members 
Mstep: Class 21 contains 228764 members 
Mstep: Class 22 contains 13402 members 
Mstep: Class 23 contains 67471 members 
Mstep: Class 24 contains 17000 members 
Mstep: Class 25 contains 50222 members 
Mstep: Class 26 contains 2865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157647840.000000 Penalty: 92396.906250
Iteration 74Q: 27 clusters Score -1.576478e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 11302 members 
Mstep: Class 3 contains 6106 members 
Mstep: Class 4 contains 223285 members 
Mstep: Class 5 contains 103092 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 21772 members 
Mstep: Class 8 contains 139379 members 
Mstep: Class 9 contains 46680 members 
Mstep: Class 10 contains 15924 members 
Mstep: Class 11 contains 11315 members 
Mstep: Class 12 contains 13091 members 
Mstep: Class 13 contains 29150 members 
Mstep: Class 14 contains 313954 members 
Mstep: Class 15 contains 15054 members 
Mstep: Class 16 contains 23445 members 
Mstep: Class 17 contains 226630 members 
Mstep: Class 18 contains 12176 members 
Mstep: Class 19 contains 22402 members 
Mstep: Class 20 contains 21666 members 
Mstep: Class 21 contains 228768 members 
Mstep: Class 22 contains 13400 members 
Mstep: Class 23 contains 67508 members 
Mstep: Class 24 contains 17095 members 
Mstep: Class 25 contains 50104 members 
Mstep: Class 26 contains 2912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157647744.000000 Penalty: 92396.906250
Iteration 75Q: 27 clusters Score -1.576477e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 11306 members 
Mstep: Class 3 contains 6109 members 
Mstep: Class 4 contains 223254 members 
Mstep: Class 5 contains 103081 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 21749 members 
Mstep: Class 8 contains 139316 members 
Mstep: Class 9 contains 46709 members 
Mstep: Class 10 contains 15864 members 
Mstep: Class 11 contains 11337 members 
Mstep: Class 12 contains 13101 members 
Mstep: Class 13 contains 29049 members 
Mstep: Class 14 contains 313940 members 
Mstep: Class 15 contains 15081 members 
Mstep: Class 16 contains 23519 members 
Mstep: Class 17 contains 226559 members 
Mstep: Class 18 contains 11964 members 
Mstep: Class 19 contains 22433 members 
Mstep: Class 20 contains 21635 members 
Mstep: Class 21 contains 228778 members 
Mstep: Class 22 contains 13400 members 
Mstep: Class 23 contains 67537 members 
Mstep: Class 24 contains 17200 members 
Mstep: Class 25 contains 50033 members 
Mstep: Class 26 contains 2954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157647888.000000 Penalty: 92396.906250
Iteration 76Q: 27 clusters Score -1.576479e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 11313 members 
Mstep: Class 3 contains 6109 members 
Mstep: Class 4 contains 223220 members 
Mstep: Class 5 contains 103075 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 21726 members 
Mstep: Class 8 contains 139233 members 
Mstep: Class 9 contains 46717 members 
Mstep: Class 10 contains 15812 members 
Mstep: Class 11 contains 11367 members 
Mstep: Class 12 contains 13106 members 
Mstep: Class 13 contains 28948 members 
Mstep: Class 14 contains 313936 members 
Mstep: Class 15 contains 15095 members 
Mstep: Class 16 contains 23575 members 
Mstep: Class 17 contains 226476 members 
Mstep: Class 18 contains 11796 members 
Mstep: Class 19 contains 22459 members 
Mstep: Class 20 contains 21619 members 
Mstep: Class 21 contains 228791 members 
Mstep: Class 22 contains 13398 members 
Mstep: Class 23 contains 67555 members 
Mstep: Class 24 contains 17275 members 
Mstep: Class 25 contains 49964 members 
Mstep: Class 26 contains 3012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157648320.000000 Penalty: 92396.906250
Iteration 77Q: 27 clusters Score -1.576483e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 11314 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 223191 members 
Mstep: Class 5 contains 103072 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 21707 members 
Mstep: Class 8 contains 139143 members 
Mstep: Class 9 contains 46726 members 
Mstep: Class 10 contains 15778 members 
Mstep: Class 11 contains 11381 members 
Mstep: Class 12 contains 13107 members 
Mstep: Class 13 contains 28836 members 
Mstep: Class 14 contains 313917 members 
Mstep: Class 15 contains 15106 members 
Mstep: Class 16 contains 23638 members 
Mstep: Class 17 contains 226378 members 
Mstep: Class 18 contains 11659 members 
Mstep: Class 19 contains 22463 members 
Mstep: Class 20 contains 21607 members 
Mstep: Class 21 contains 228799 members 
Mstep: Class 22 contains 13398 members 
Mstep: Class 23 contains 67557 members 
Mstep: Class 24 contains 17354 members 
Mstep: Class 25 contains 49905 members 
Mstep: Class 26 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157649072.000000 Penalty: 92396.906250
Iteration 78Q: 27 clusters Score -1.576491e+08 nChanged 1388
Entering ConstructFrom: 
Score: -157649072.000000 Penalty: 92396.906250
Entering ConstructFrom: 
Trying to split cluster 1 (29039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Entering Unmasked Estep 
Score: -2840150.250000 Penalty: 2548.545898
	Iteration 0F: 2 clusters Score -2840150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2820167.750000 Penalty: 5097.091797
	Iteration 0F: 3 clusters Score -2820168 nChanged 13124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2827519.250000 Penalty: 5097.091797
	Iteration 1F: 3 clusters Score -2827519 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2828023.750000 Penalty: 5097.091797
	Iteration 2Q: 3 clusters Score -2828024 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2828516.250000 Penalty: 5097.091797
	Iteration 3Q: 3 clusters Score -2828516 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2828999.750000 Penalty: 5097.091797
	Iteration 4Q: 3 clusters Score -2829000 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2829538.750000 Penalty: 5097.091797
	Iteration 5Q: 3 clusters Score -2829539 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2830241.750000 Penalty: 5097.091797
	Iteration 6Q: 3 clusters Score -2830242 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2831210.250000 Penalty: 5097.091797
	Iteration 7F: 3 clusters Score -2831210 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2832352.500000 Penalty: 5097.091797
	Iteration 8F: 3 clusters Score -2832352 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2833559.750000 Penalty: 5097.091797
	Iteration 9F: 3 clusters Score -2833560 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2834711.750000 Penalty: 5097.091797
	Iteration 10Q: 3 clusters Score -2834712 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2835581.000000 Penalty: 5097.091797
	Iteration 11Q: 3 clusters Score -2835581 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2836165.000000 Penalty: 5097.091797
	Iteration 12Q: 3 clusters Score -2836165 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2836533.750000 Penalty: 5097.091797
	Iteration 13Q: 3 clusters Score -2836534 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2836793.250000 Penalty: 5097.091797
	Iteration 14Q: 3 clusters Score -2836793 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2836965.750000 Penalty: 5097.091797
	Iteration 15Q: 3 clusters Score -2836966 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2837146.500000 Penalty: 5097.091797
	Iteration 16Q: 3 clusters Score -2837146 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2837261.250000 Penalty: 5097.091797
	Iteration 17Q: 3 clusters Score -2837261 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2837379.500000 Penalty: 5097.091797
	Iteration 18Q: 3 clusters Score -2837380 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2837480.000000 Penalty: 5097.091797
	Iteration 19Q: 3 clusters Score -2837480 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2837572.750000 Penalty: 5097.091797
	Iteration 20F: 3 clusters Score -2837573 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2837659.500000 Penalty: 5097.091797
	Iteration 21Q: 3 clusters Score -2837660 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2837734.500000 Penalty: 5097.091797
	Iteration 22Q: 3 clusters Score -2837734 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2837783.500000 Penalty: 5097.091797
	Iteration 23Q: 3 clusters Score -2837784 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2837835.000000 Penalty: 5097.091797
	Iteration 24Q: 3 clusters Score -2837835 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2837880.500000 Penalty: 5097.091797
	Iteration 25Q: 3 clusters Score -2837880 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2837930.750000 Penalty: 5097.091797
	Iteration 26Q: 3 clusters Score -2837931 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2837971.750000 Penalty: 5097.091797
	Iteration 27Q: 3 clusters Score -2837972 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2838004.250000 Penalty: 5097.091797
	Iteration 28Q: 3 clusters Score -2838004 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2838045.750000 Penalty: 5097.091797
	Iteration 29Q: 3 clusters Score -2838046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2838097.250000 Penalty: 5097.091797
	Iteration 30Q: 3 clusters Score -2838097 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2838149.250000 Penalty: 5097.091797
	Iteration 31Q: 3 clusters Score -2838149 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2838208.250000 Penalty: 5097.091797
	Iteration 32Q: 3 clusters Score -2838208 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2838294.250000 Penalty: 5097.091797
	Iteration 33Q: 3 clusters Score -2838294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2838343.500000 Penalty: 5097.091797
	Iteration 34Q: 3 clusters Score -2838344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2838365.250000 Penalty: 5097.091797
	Iteration 35Q: 3 clusters Score -2838365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2838402.500000 Penalty: 5097.091797
	Iteration 36Q: 3 clusters Score -2838402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2838430.750000 Penalty: 5097.091797
	Iteration 37Q: 3 clusters Score -2838431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2838459.000000 Penalty: 5097.091797
	Iteration 38Q: 3 clusters Score -2838459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2838474.250000 Penalty: 5097.091797
	Iteration 39Q: 3 clusters Score -2838474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2838480.250000 Penalty: 5097.091797
	Iteration 40F: 3 clusters Score -2838480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2838492.500000 Penalty: 5097.091797
	Iteration 41Q: 3 clusters Score -2838492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2838498.750000 Penalty: 5097.091797
	Iteration 42Q: 3 clusters Score -2838499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2838502.250000 Penalty: 5097.091797
	Iteration 43Q: 3 clusters Score -2838502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2838511.250000 Penalty: 5097.091797
	Iteration 44Q: 3 clusters Score -2838511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2838511.500000 Penalty: 5097.091797
	Iteration 45Q: 3 clusters Score -2838512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2838516.750000 Penalty: 5097.091797
	Iteration 46Q: 3 clusters Score -2838517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2838519.000000 Penalty: 5097.091797
	Iteration 47Q: 3 clusters Score -2838519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2838524.250000 Penalty: 5097.091797
	Iteration 48Q: 3 clusters Score -2838524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2838517.250000 Penalty: 5097.091797
	Iteration 49Q: 3 clusters Score -2838517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2838518.500000 Penalty: 5097.091797
	Iteration 50Q: 3 clusters Score -2838518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2838525.000000 Penalty: 5097.091797
	Iteration 51Q: 3 clusters Score -2838525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2838525.000000 Penalty: 5097.091797
	Iteration 52F: 3 clusters Score -2838525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Entering Unmasked Estep 
Score: -1093725.875000 Penalty: 2314.891113
	Iteration 0F: 2 clusters Score -1093726 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 5651 members 
Entering Unmasked Estep 
Score: -1085177.375000 Penalty: 4629.782227
	Iteration 0F: 3 clusters Score -1085177 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1087842.875000 Penalty: 4629.782227
	Iteration 1F: 3 clusters Score -1087843 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1088194.875000 Penalty: 4629.782227
	Iteration 2F: 3 clusters Score -1088195 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1088468.125000 Penalty: 4629.782227
	Iteration 3F: 3 clusters Score -1088468 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1088711.750000 Penalty: 4629.782227
	Iteration 4Q: 3 clusters Score -1088712 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1088970.125000 Penalty: 4629.782227
	Iteration 5Q: 3 clusters Score -1088970 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1089255.625000 Penalty: 4629.782227
	Iteration 6Q: 3 clusters Score -1089256 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1089634.500000 Penalty: 4629.782227
	Iteration 7Q: 3 clusters Score -1089634 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1090073.500000 Penalty: 4629.782227
	Iteration 8Q: 3 clusters Score -1090074 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1090516.875000 Penalty: 4629.782227
	Iteration 9Q: 3 clusters Score -1090517 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1090901.250000 Penalty: 4629.782227
	Iteration 10Q: 3 clusters Score -1090901 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1091225.375000 Penalty: 4629.782227
	Iteration 11Q: 3 clusters Score -1091225 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1091532.250000 Penalty: 4629.782227
	Iteration 12Q: 3 clusters Score -1091532 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1091770.375000 Penalty: 4629.782227
	Iteration 13Q: 3 clusters Score -1091770 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1091948.125000 Penalty: 4629.782227
	Iteration 14Q: 3 clusters Score -1091948 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1092132.500000 Penalty: 4629.782227
	Iteration 15Q: 3 clusters Score -1092132 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1092364.250000 Penalty: 4629.782227
	Iteration 16Q: 3 clusters Score -1092364 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1092641.500000 Penalty: 4629.782227
	Iteration 17Q: 3 clusters Score -1092642 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1093007.250000 Penalty: 4629.782227
	Iteration 18Q: 3 clusters Score -1093007 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1093308.125000 Penalty: 4629.782227
	Iteration 19Q: 3 clusters Score -1093308 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1093450.250000 Penalty: 4629.782227
	Iteration 20F: 3 clusters Score -1093450 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1093488.625000 Penalty: 4629.782227
	Iteration 21Q: 3 clusters Score -1093489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1093505.375000 Penalty: 4629.782227
	Iteration 22Q: 3 clusters Score -1093505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1093516.250000 Penalty: 4629.782227
	Iteration 23Q: 3 clusters Score -1093516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1093517.125000 Penalty: 4629.782227
	Iteration 24Q: 3 clusters Score -1093517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1093520.500000 Penalty: 4629.782227
	Iteration 25Q: 3 clusters Score -1093520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1093524.000000 Penalty: 4629.782227
	Iteration 26Q: 3 clusters Score -1093524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1093524.375000 Penalty: 4629.782227
	Iteration 27Q: 3 clusters Score -1093524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1093524.500000 Penalty: 4629.782227
	Iteration 28Q: 3 clusters Score -1093524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1093524.500000 Penalty: 4629.782227
	Iteration 29F: 3 clusters Score -1093524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Entering Unmasked Estep 
Score: -575288.875000 Penalty: 2161.904053
	Iteration 0F: 2 clusters Score -575288.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -570148.375000 Penalty: 4323.808105
	Iteration 0F: 3 clusters Score -570148.4 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -571949.000000 Penalty: 4323.808105
	Iteration 1F: 3 clusters Score -571949 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -572940.187500 Penalty: 4323.808105
	Iteration 2F: 3 clusters Score -572940.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -573888.125000 Penalty: 4323.808105
	Iteration 3F: 3 clusters Score -573888.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -574493.437500 Penalty: 4323.808105
	Iteration 4F: 3 clusters Score -574493.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -574732.562500 Penalty: 4323.808105
	Iteration 5F: 3 clusters Score -574732.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -574816.187500 Penalty: 4323.808105
	Iteration 6Q: 3 clusters Score -574816.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -574839.437500 Penalty: 4323.808105
	Iteration 7Q: 3 clusters Score -574839.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -574849.875000 Penalty: 4323.808105
	Iteration 8Q: 3 clusters Score -574849.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -574856.125000 Penalty: 4323.808105
	Iteration 9Q: 3 clusters Score -574856.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -574859.187500 Penalty: 4323.808105
	Iteration 10Q: 3 clusters Score -574859.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -574860.250000 Penalty: 4323.808105
	Iteration 11Q: 3 clusters Score -574860.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -574862.812500 Penalty: 4323.808105
	Iteration 12Q: 3 clusters Score -574862.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -574864.437500 Penalty: 4323.808105
	Iteration 13Q: 3 clusters Score -574864.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -574866.125000 Penalty: 4323.808105
	Iteration 14Q: 3 clusters Score -574866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -574867.062500 Penalty: 4323.808105
	Iteration 15Q: 3 clusters Score -574867.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -574867.750000 Penalty: 4323.808105
	Iteration 16Q: 3 clusters Score -574867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -574868.500000 Penalty: 4323.808105
	Iteration 17Q: 3 clusters Score -574868.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -574868.500000 Penalty: 4323.808105
	Iteration 18F: 3 clusters Score -574868.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (223152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223152 members 
Entering Unmasked Estep 
Score: -21819898.000000 Penalty: 3054.270752
	Iteration 0F: 2 clusters Score -2.18199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111694 members 
Mstep: Class 2 contains 111458 members 
Entering Unmasked Estep 
Score: -21672706.000000 Penalty: 6108.541504
	Iteration 0F: 3 clusters Score -2.167271e+07 nChanged 107700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114288 members 
Mstep: Class 2 contains 108864 members 
Entering Unmasked Estep 
Score: -21736348.000000 Penalty: 6108.541504
	Iteration 1F: 3 clusters Score -2.173635e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116566 members 
Mstep: Class 2 contains 106586 members 
Entering Unmasked Estep 
Score: -21737744.000000 Penalty: 6108.541504
	Iteration 2Q: 3 clusters Score -2.173774e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120412 members 
Mstep: Class 2 contains 102740 members 
Entering Unmasked Estep 
Score: -21739880.000000 Penalty: 6108.541504
	Iteration 3Q: 3 clusters Score -2.173988e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126633 members 
Mstep: Class 2 contains 96519 members 
Entering Unmasked Estep 
Score: -21743300.000000 Penalty: 6108.541504
	Iteration 4Q: 3 clusters Score -2.17433e+07 nChanged 12225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136006 members 
Mstep: Class 2 contains 87146 members 
Entering Unmasked Estep 
Score: -21749194.000000 Penalty: 6108.541504
	Iteration 5F: 3 clusters Score -2.174919e+07 nChanged 15496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148888 members 
Mstep: Class 2 contains 74264 members 
Entering Unmasked Estep 
Score: -21758996.000000 Penalty: 6108.541504
	Iteration 6F: 3 clusters Score -2.1759e+07 nChanged 17742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164340 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
Score: -21772148.000000 Penalty: 6108.541504
	Iteration 7F: 3 clusters Score -2.177215e+07 nChanged 17112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179790 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -21785256.000000 Penalty: 6108.541504
	Iteration 8F: 3 clusters Score -2.178526e+07 nChanged 13923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192803 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -21795586.000000 Penalty: 6108.541504
	Iteration 9F: 3 clusters Score -2.179559e+07 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202847 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -21802948.000000 Penalty: 6108.541504
	Iteration 10Q: 3 clusters Score -2.180295e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210269 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -21808300.000000 Penalty: 6108.541504
	Iteration 11Q: 3 clusters Score -2.18083e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215511 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -21812336.000000 Penalty: 6108.541504
	Iteration 12Q: 3 clusters Score -2.181234e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218710 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -21814802.000000 Penalty: 6108.541504
	Iteration 13Q: 3 clusters Score -2.18148e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220526 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -21815922.000000 Penalty: 6108.541504
	Iteration 14Q: 3 clusters Score -2.181592e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221435 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -21816660.000000 Penalty: 6108.541504
	Iteration 15Q: 3 clusters Score -2.181666e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221889 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -21816932.000000 Penalty: 6108.541504
	Iteration 16Q: 3 clusters Score -2.181693e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222120 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -21817108.000000 Penalty: 6108.541504
	Iteration 17Q: 3 clusters Score -2.181711e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222227 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -21817192.000000 Penalty: 6108.541504
	Iteration 18Q: 3 clusters Score -2.181719e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222301 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -21817308.000000 Penalty: 6108.541504
	Iteration 19Q: 3 clusters Score -2.181731e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222344 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -21817352.000000 Penalty: 6108.541504
	Iteration 20F: 3 clusters Score -2.181735e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222369 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -21817378.000000 Penalty: 6108.541504
	Iteration 21Q: 3 clusters Score -2.181738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222384 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -21817400.000000 Penalty: 6108.541504
	Iteration 22Q: 3 clusters Score -2.18174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222402 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -21817398.000000 Penalty: 6108.541504
	Iteration 23Q: 3 clusters Score -2.18174e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222423 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -21817426.000000 Penalty: 6108.541504
	Iteration 24Q: 3 clusters Score -2.181743e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222447 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -21817454.000000 Penalty: 6108.541504
	Iteration 25Q: 3 clusters Score -2.181745e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222458 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -21817438.000000 Penalty: 6108.541504
	Iteration 26Q: 3 clusters Score -2.181744e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222462 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -21817470.000000 Penalty: 6108.541504
	Iteration 27Q: 3 clusters Score -2.181747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222472 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -21817456.000000 Penalty: 6108.541504
	Iteration 28Q: 3 clusters Score -2.181746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222479 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -21817462.000000 Penalty: 6108.541504
	Iteration 29Q: 3 clusters Score -2.181746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222478 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -21817486.000000 Penalty: 6108.541504
	Iteration 30Q: 3 clusters Score -2.181749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222481 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -21817474.000000 Penalty: 6108.541504
	Iteration 31Q: 3 clusters Score -2.181747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222481 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -21817480.000000 Penalty: 6108.541504
	Iteration 32Q: 3 clusters Score -2.181748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222481 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -21817484.000000 Penalty: 6108.541504
	Iteration 33Q: 3 clusters Score -2.181748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222482 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -21817494.000000 Penalty: 6108.541504
	Iteration 34Q: 3 clusters Score -2.181749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222483 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -21817480.000000 Penalty: 6108.541504
	Iteration 35Q: 3 clusters Score -2.181748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222485 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -21817478.000000 Penalty: 6108.541504
	Iteration 36Q: 3 clusters Score -2.181748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222486 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -21817466.000000 Penalty: 6108.541504
	Iteration 37Q: 3 clusters Score -2.181747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222486 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -21817466.000000 Penalty: 6108.541504
	Iteration 38F: 3 clusters Score -2.181747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (103061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103061 members 
Entering Unmasked Estep 
Score: -10157958.000000 Penalty: 2862.682861
	Iteration 0F: 2 clusters Score -1.015796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -10089097.000000 Penalty: 5725.365723
	Iteration 0F: 3 clusters Score -1.00891e+07 nChanged 48609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -10116711.000000 Penalty: 5725.365723
	Iteration 1F: 3 clusters Score -1.011671e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -10117386.000000 Penalty: 5725.365723
	Iteration 2Q: 3 clusters Score -1.011739e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -10118212.000000 Penalty: 5725.365723
	Iteration 3Q: 3 clusters Score -1.011821e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -10119181.000000 Penalty: 5725.365723
	Iteration 4Q: 3 clusters Score -1.011918e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -10120454.000000 Penalty: 5725.365723
	Iteration 5Q: 3 clusters Score -1.012045e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -10122160.000000 Penalty: 5725.365723
	Iteration 6Q: 3 clusters Score -1.012216e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65023 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -10124451.000000 Penalty: 5725.365723
	Iteration 7Q: 3 clusters Score -1.012445e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70807 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -10128088.000000 Penalty: 5725.365723
	Iteration 8F: 3 clusters Score -1.012809e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78151 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -10133527.000000 Penalty: 5725.365723
	Iteration 9F: 3 clusters Score -1.013353e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86348 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -10140427.000000 Penalty: 5725.365723
	Iteration 10F: 3 clusters Score -1.014043e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93795 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -10147267.000000 Penalty: 5725.365723
	Iteration 11F: 3 clusters Score -1.014727e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98884 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -10151978.000000 Penalty: 5725.365723
	Iteration 12Q: 3 clusters Score -1.015198e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101293 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -10154048.000000 Penalty: 5725.365723
	Iteration 13Q: 3 clusters Score -1.015405e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102197 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -10154825.000000 Penalty: 5725.365723
	Iteration 14Q: 3 clusters Score -1.015482e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102527 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10155155.000000 Penalty: 5725.365723
	Iteration 15Q: 3 clusters Score -1.015516e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102640 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -10155273.000000 Penalty: 5725.365723
	Iteration 16Q: 3 clusters Score -1.015527e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102680 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -10155329.000000 Penalty: 5725.365723
	Iteration 17Q: 3 clusters Score -1.015533e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102704 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10155370.000000 Penalty: 5725.365723
	Iteration 18Q: 3 clusters Score -1.015537e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102717 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10155399.000000 Penalty: 5725.365723
	Iteration 19Q: 3 clusters Score -1.01554e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102726 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10155425.000000 Penalty: 5725.365723
	Iteration 20F: 3 clusters Score -1.015542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102730 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10155421.000000 Penalty: 5725.365723
	Iteration 21Q: 3 clusters Score -1.015542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102735 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10155428.000000 Penalty: 5725.365723
	Iteration 22Q: 3 clusters Score -1.015543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102736 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10155440.000000 Penalty: 5725.365723
	Iteration 23Q: 3 clusters Score -1.015544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102737 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10155435.000000 Penalty: 5725.365723
	Iteration 24Q: 3 clusters Score -1.015544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102739 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10155449.000000 Penalty: 5725.365723
	Iteration 25Q: 3 clusters Score -1.015545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10155449.000000 Penalty: 5725.365723
	Iteration 26Q: 3 clusters Score -1.015545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102743 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10155445.000000 Penalty: 5725.365723
	Iteration 27Q: 3 clusters Score -1.015544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10155447.000000 Penalty: 5725.365723
	Iteration 28Q: 3 clusters Score -1.015545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10155453.000000 Penalty: 5725.365723
	Iteration 29Q: 3 clusters Score -1.015545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102748 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10155448.000000 Penalty: 5725.365723
	Iteration 30Q: 3 clusters Score -1.015545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102748 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10155457.000000 Penalty: 5725.365723
	Iteration 31Q: 3 clusters Score -1.015546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102748 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10155457.000000 Penalty: 5725.365723
	Iteration 32F: 3 clusters Score -1.015546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Entering Unmasked Estep 
Score: -805166.750000 Penalty: 2231.537842
	Iteration 0F: 2 clusters Score -805166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -798742.687500 Penalty: 4463.075684
	Iteration 0F: 3 clusters Score -798742.7 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -800477.812500 Penalty: 4463.075684
	Iteration 1F: 3 clusters Score -800477.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -800748.187500 Penalty: 4463.075684
	Iteration 2F: 3 clusters Score -800748.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -800940.750000 Penalty: 4463.075684
	Iteration 3Q: 3 clusters Score -800940.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -801083.937500 Penalty: 4463.075684
	Iteration 4Q: 3 clusters Score -801083.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -801216.437500 Penalty: 4463.075684
	Iteration 5Q: 3 clusters Score -801216.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -801350.437500 Penalty: 4463.075684
	Iteration 6Q: 3 clusters Score -801350.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -801472.812500 Penalty: 4463.075684
	Iteration 7Q: 3 clusters Score -801472.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -801589.500000 Penalty: 4463.075684
	Iteration 8Q: 3 clusters Score -801589.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -801723.062500 Penalty: 4463.075684
	Iteration 9Q: 3 clusters Score -801723.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -801866.875000 Penalty: 4463.075684
	Iteration 10Q: 3 clusters Score -801866.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -802031.875000 Penalty: 4463.075684
	Iteration 11Q: 3 clusters Score -802031.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -802208.312500 Penalty: 4463.075684
	Iteration 12Q: 3 clusters Score -802208.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -802390.062500 Penalty: 4463.075684
	Iteration 13Q: 3 clusters Score -802390.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -802579.000000 Penalty: 4463.075684
	Iteration 14Q: 3 clusters Score -802579 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -802749.437500 Penalty: 4463.075684
	Iteration 15Q: 3 clusters Score -802749.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -802892.000000 Penalty: 4463.075684
	Iteration 16Q: 3 clusters Score -802892 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -802989.000000 Penalty: 4463.075684
	Iteration 17Q: 3 clusters Score -802989 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -803063.437500 Penalty: 4463.075684
	Iteration 18Q: 3 clusters Score -803063.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -803120.937500 Penalty: 4463.075684
	Iteration 19Q: 3 clusters Score -803120.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -803168.500000 Penalty: 4463.075684
	Iteration 20F: 3 clusters Score -803168.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -803201.187500 Penalty: 4463.075684
	Iteration 21Q: 3 clusters Score -803201.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -803229.937500 Penalty: 4463.075684
	Iteration 22Q: 3 clusters Score -803229.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -803246.812500 Penalty: 4463.075684
	Iteration 23Q: 3 clusters Score -803246.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -803261.562500 Penalty: 4463.075684
	Iteration 24Q: 3 clusters Score -803261.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -803277.500000 Penalty: 4463.075684
	Iteration 25Q: 3 clusters Score -803277.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -803293.812500 Penalty: 4463.075684
	Iteration 26Q: 3 clusters Score -803293.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -803309.250000 Penalty: 4463.075684
	Iteration 27Q: 3 clusters Score -803309.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -803319.750000 Penalty: 4463.075684
	Iteration 28Q: 3 clusters Score -803319.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -803331.937500 Penalty: 4463.075684
	Iteration 29Q: 3 clusters Score -803331.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -803339.562500 Penalty: 4463.075684
	Iteration 30Q: 3 clusters Score -803339.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -803348.312500 Penalty: 4463.075684
	Iteration 31Q: 3 clusters Score -803348.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -803355.687500 Penalty: 4463.075684
	Iteration 32Q: 3 clusters Score -803355.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -803362.187500 Penalty: 4463.075684
	Iteration 33Q: 3 clusters Score -803362.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -803368.000000 Penalty: 4463.075684
	Iteration 34Q: 3 clusters Score -803368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -803370.750000 Penalty: 4463.075684
	Iteration 35Q: 3 clusters Score -803370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -803373.375000 Penalty: 4463.075684
	Iteration 36Q: 3 clusters Score -803373.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -803373.500000 Penalty: 4463.075684
	Iteration 37Q: 3 clusters Score -803373.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -803375.687500 Penalty: 4463.075684
	Iteration 38Q: 3 clusters Score -803375.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -803376.812500 Penalty: 4463.075684
	Iteration 39Q: 3 clusters Score -803376.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -803377.687500 Penalty: 4463.075684
	Iteration 40F: 3 clusters Score -803377.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -803378.250000 Penalty: 4463.075684
	Iteration 41Q: 3 clusters Score -803378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -803378.250000 Penalty: 4463.075684
	Iteration 42F: 3 clusters Score -803378.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Entering Unmasked Estep 
Score: -1970121.500000 Penalty: 2476.159424
	Iteration 0F: 2 clusters Score -1970122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1955015.750000 Penalty: 4952.318848
	Iteration 0F: 3 clusters Score -1955016 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1960568.875000 Penalty: 4952.318848
	Iteration 1F: 3 clusters Score -1960569 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1961672.375000 Penalty: 4952.318848
	Iteration 2F: 3 clusters Score -1961672 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1963031.875000 Penalty: 4952.318848
	Iteration 3F: 3 clusters Score -1963032 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1964345.375000 Penalty: 4952.318848
	Iteration 4F: 3 clusters Score -1964345 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1965462.500000 Penalty: 4952.318848
	Iteration 5F: 3 clusters Score -1965462 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1966344.375000 Penalty: 4952.318848
	Iteration 6F: 3 clusters Score -1966344 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1966958.250000 Penalty: 4952.318848
	Iteration 7Q: 3 clusters Score -1966958 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1967337.500000 Penalty: 4952.318848
	Iteration 8Q: 3 clusters Score -1967338 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1967560.000000 Penalty: 4952.318848
	Iteration 9Q: 3 clusters Score -1967560 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1967685.000000 Penalty: 4952.318848
	Iteration 10Q: 3 clusters Score -1967685 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1967761.875000 Penalty: 4952.318848
	Iteration 11Q: 3 clusters Score -1967762 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1967827.125000 Penalty: 4952.318848
	Iteration 12Q: 3 clusters Score -1967827 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1967877.625000 Penalty: 4952.318848
	Iteration 13Q: 3 clusters Score -1967878 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1967911.750000 Penalty: 4952.318848
	Iteration 14Q: 3 clusters Score -1967912 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1967940.875000 Penalty: 4952.318848
	Iteration 15Q: 3 clusters Score -1967941 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1967954.250000 Penalty: 4952.318848
	Iteration 16Q: 3 clusters Score -1967954 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1967971.000000 Penalty: 4952.318848
	Iteration 17Q: 3 clusters Score -1967971 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1967986.000000 Penalty: 4952.318848
	Iteration 18Q: 3 clusters Score -1967986 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1967991.000000 Penalty: 4952.318848
	Iteration 19Q: 3 clusters Score -1967991 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1968010.625000 Penalty: 4952.318848
	Iteration 20F: 3 clusters Score -1968011 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1968012.375000 Penalty: 4952.318848
	Iteration 21Q: 3 clusters Score -1968012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1968021.750000 Penalty: 4952.318848
	Iteration 22Q: 3 clusters Score -1968022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1968016.875000 Penalty: 4952.318848
	Iteration 23Q: 3 clusters Score -1968017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1968022.625000 Penalty: 4952.318848
	Iteration 24Q: 3 clusters Score -1968023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1968027.250000 Penalty: 4952.318848
	Iteration 25Q: 3 clusters Score -1968027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1968028.500000 Penalty: 4952.318848
	Iteration 26Q: 3 clusters Score -1968028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1968028.625000 Penalty: 4952.318848
	Iteration 27Q: 3 clusters Score -1968029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1968027.500000 Penalty: 4952.318848
	Iteration 28Q: 3 clusters Score -1968028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1968035.250000 Penalty: 4952.318848
	Iteration 29Q: 3 clusters Score -1968035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1968038.375000 Penalty: 4952.318848
	Iteration 30Q: 3 clusters Score -1968038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1968045.125000 Penalty: 4952.318848
	Iteration 31Q: 3 clusters Score -1968045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1968051.875000 Penalty: 4952.318848
	Iteration 32Q: 3 clusters Score -1968052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1968057.250000 Penalty: 4952.318848
	Iteration 33Q: 3 clusters Score -1968057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1968056.875000 Penalty: 4952.318848
	Iteration 34Q: 3 clusters Score -1968057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1968055.500000 Penalty: 4952.318848
	Iteration 35Q: 3 clusters Score -1968056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1968054.375000 Penalty: 4952.318848
	Iteration 36Q: 3 clusters Score -1968054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1968061.375000 Penalty: 4952.318848
	Iteration 37Q: 3 clusters Score -1968061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1968058.125000 Penalty: 4952.318848
	Iteration 38Q: 3 clusters Score -1968058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1968061.125000 Penalty: 4952.318848
	Iteration 39Q: 3 clusters Score -1968061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1968062.375000 Penalty: 4952.318848
	Iteration 40F: 3 clusters Score -1968062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1968063.625000 Penalty: 4952.318848
	Iteration 41Q: 3 clusters Score -1968064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1968060.125000 Penalty: 4952.318848
	Iteration 42Q: 3 clusters Score -1968060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1968061.500000 Penalty: 4952.318848
	Iteration 43Q: 3 clusters Score -1968062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1968066.000000 Penalty: 4952.318848
	Iteration 44Q: 3 clusters Score -1968066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1968063.750000 Penalty: 4952.318848
	Iteration 45Q: 3 clusters Score -1968064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1968061.375000 Penalty: 4952.318848
	Iteration 46Q: 3 clusters Score -1968061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1968062.250000 Penalty: 4952.318848
	Iteration 47Q: 3 clusters Score -1968062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1968065.125000 Penalty: 4952.318848
	Iteration 48Q: 3 clusters Score -1968065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1968067.125000 Penalty: 4952.318848
	Iteration 49Q: 3 clusters Score -1968067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1968067.750000 Penalty: 4952.318848
	Iteration 50Q: 3 clusters Score -1968068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1968067.625000 Penalty: 4952.318848
	Iteration 51Q: 3 clusters Score -1968068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1968069.375000 Penalty: 4952.318848
	Iteration 52Q: 3 clusters Score -1968069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1968067.500000 Penalty: 4952.318848
	Iteration 53Q: 3 clusters Score -1968068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1968064.875000 Penalty: 4952.318848
	Iteration 54Q: 3 clusters Score -1968065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1968067.250000 Penalty: 4952.318848
	Iteration 55Q: 3 clusters Score -1968067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1968068.125000 Penalty: 4952.318848
	Iteration 56Q: 3 clusters Score -1968068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1968069.875000 Penalty: 4952.318848
	Iteration 57Q: 3 clusters Score -1968070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1968068.500000 Penalty: 4952.318848
	Iteration 58Q: 3 clusters Score -1968068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1968074.750000 Penalty: 4952.318848
	Iteration 59Q: 3 clusters Score -1968075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1968072.375000 Penalty: 4952.318848
	Iteration 60F: 3 clusters Score -1968072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1968073.125000 Penalty: 4952.318848
	Iteration 61Q: 3 clusters Score -1968073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1968073.625000 Penalty: 4952.318848
	Iteration 62Q: 3 clusters Score -1968074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1968073.250000 Penalty: 4952.318848
	Iteration 63Q: 3 clusters Score -1968073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1968072.625000 Penalty: 4952.318848
	Iteration 64Q: 3 clusters Score -1968073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1968072.875000 Penalty: 4952.318848
	Iteration 65Q: 3 clusters Score -1968073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1968071.000000 Penalty: 4952.318848
	Iteration 66Q: 3 clusters Score -1968071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1968069.000000 Penalty: 4952.318848
	Iteration 67Q: 3 clusters Score -1968069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1968070.000000 Penalty: 4952.318848
	Iteration 68Q: 3 clusters Score -1968070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1968069.375000 Penalty: 4952.318848
	Iteration 69Q: 3 clusters Score -1968069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1968068.500000 Penalty: 4952.318848
	Iteration 70Q: 3 clusters Score -1968068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1968072.000000 Penalty: 4952.318848
	Iteration 71Q: 3 clusters Score -1968072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1968071.250000 Penalty: 4952.318848
	Iteration 72Q: 3 clusters Score -1968071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1968071.250000 Penalty: 4952.318848
	Iteration 73F: 3 clusters Score -1968071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (139042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139042 members 
Entering Unmasked Estep 
Score: -13454247.000000 Penalty: 2936.947754
	Iteration 0F: 2 clusters Score -1.345425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 69696 members 
Entering Unmasked Estep 
Score: -13361293.000000 Penalty: 5873.895508
	Iteration 0F: 3 clusters Score -1.336129e+07 nChanged 66250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68928 members 
Mstep: Class 2 contains 70114 members 
Entering Unmasked Estep 
Score: -13399586.000000 Penalty: 5873.895508
	Iteration 1F: 3 clusters Score -1.339959e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 70447 members 
Entering Unmasked Estep 
Score: -13400295.000000 Penalty: 5873.895508
	Iteration 2Q: 3 clusters Score -1.34003e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -13401237.000000 Penalty: 5873.895508
	Iteration 3Q: 3 clusters Score -1.340124e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -13402723.000000 Penalty: 5873.895508
	Iteration 4Q: 3 clusters Score -1.340272e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65025 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -13404654.000000 Penalty: 5873.895508
	Iteration 5Q: 3 clusters Score -1.340465e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 76955 members 
Entering Unmasked Estep 
Score: -13407787.000000 Penalty: 5873.895508
	Iteration 6Q: 3 clusters Score -1.340779e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57721 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -13412794.000000 Penalty: 5873.895508
	Iteration 7F: 3 clusters Score -1.341279e+07 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -13419783.000000 Penalty: 5873.895508
	Iteration 8F: 3 clusters Score -1.341978e+07 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 93635 members 
Entering Unmasked Estep 
Score: -13427587.000000 Penalty: 5873.895508
	Iteration 9F: 3 clusters Score -1.342759e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 100118 members 
Entering Unmasked Estep 
Score: -13434593.000000 Penalty: 5873.895508
	Iteration 10F: 3 clusters Score -1.343459e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 105699 members 
Entering Unmasked Estep 
Score: -13439915.000000 Penalty: 5873.895508
	Iteration 11F: 3 clusters Score -1.343992e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 110483 members 
Entering Unmasked Estep 
Score: -13443967.000000 Penalty: 5873.895508
	Iteration 12Q: 3 clusters Score -1.344397e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 114504 members 
Entering Unmasked Estep 
Score: -13446889.000000 Penalty: 5873.895508
	Iteration 13Q: 3 clusters Score -1.344689e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 117896 members 
Entering Unmasked Estep 
Score: -13449124.000000 Penalty: 5873.895508
	Iteration 14Q: 3 clusters Score -1.344912e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 120836 members 
Entering Unmasked Estep 
Score: -13451057.000000 Penalty: 5873.895508
	Iteration 15Q: 3 clusters Score -1.345106e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 123275 members 
Entering Unmasked Estep 
Score: -13452656.000000 Penalty: 5873.895508
	Iteration 16Q: 3 clusters Score -1.345266e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 125223 members 
Entering Unmasked Estep 
Score: -13453674.000000 Penalty: 5873.895508
	Iteration 17Q: 3 clusters Score -1.345367e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 126712 members 
Entering Unmasked Estep 
Score: -13454393.000000 Penalty: 5873.895508
	Iteration 18Q: 3 clusters Score -1.345439e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 127866 members 
Entering Unmasked Estep 
Score: -13454873.000000 Penalty: 5873.895508
	Iteration 19Q: 3 clusters Score -1.345487e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 128769 members 
Entering Unmasked Estep 
Score: -13455139.000000 Penalty: 5873.895508
	Iteration 20F: 3 clusters Score -1.345514e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 129510 members 
Entering Unmasked Estep 
Score: -13455341.000000 Penalty: 5873.895508
	Iteration 21Q: 3 clusters Score -1.345534e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 130121 members 
Entering Unmasked Estep 
Score: -13455564.000000 Penalty: 5873.895508
	Iteration 22Q: 3 clusters Score -1.345556e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 130588 members 
Entering Unmasked Estep 
Score: -13455641.000000 Penalty: 5873.895508
	Iteration 23Q: 3 clusters Score -1.345564e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 130943 members 
Entering Unmasked Estep 
Score: -13455699.000000 Penalty: 5873.895508
	Iteration 24Q: 3 clusters Score -1.34557e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 131204 members 
Entering Unmasked Estep 
Score: -13455767.000000 Penalty: 5873.895508
	Iteration 25Q: 3 clusters Score -1.345577e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 131441 members 
Entering Unmasked Estep 
Score: -13455805.000000 Penalty: 5873.895508
	Iteration 26Q: 3 clusters Score -1.34558e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 131639 members 
Entering Unmasked Estep 
Score: -13455820.000000 Penalty: 5873.895508
	Iteration 27Q: 3 clusters Score -1.345582e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 131779 members 
Entering Unmasked Estep 
Score: -13455834.000000 Penalty: 5873.895508
	Iteration 28Q: 3 clusters Score -1.345583e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 131885 members 
Entering Unmasked Estep 
Score: -13455864.000000 Penalty: 5873.895508
	Iteration 29Q: 3 clusters Score -1.345586e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 131958 members 
Entering Unmasked Estep 
Score: -13455875.000000 Penalty: 5873.895508
	Iteration 30Q: 3 clusters Score -1.345588e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 132023 members 
Entering Unmasked Estep 
Score: -13455885.000000 Penalty: 5873.895508
	Iteration 31Q: 3 clusters Score -1.345588e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 132084 members 
Entering Unmasked Estep 
Score: -13455892.000000 Penalty: 5873.895508
	Iteration 32Q: 3 clusters Score -1.345589e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 132129 members 
Entering Unmasked Estep 
Score: -13455884.000000 Penalty: 5873.895508
	Iteration 33Q: 3 clusters Score -1.345588e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 132173 members 
Entering Unmasked Estep 
Score: -13455871.000000 Penalty: 5873.895508
	Iteration 34Q: 3 clusters Score -1.345587e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 132215 members 
Entering Unmasked Estep 
Score: -13455878.000000 Penalty: 5873.895508
	Iteration 35Q: 3 clusters Score -1.345588e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 132247 members 
Entering Unmasked Estep 
Score: -13455884.000000 Penalty: 5873.895508
	Iteration 36Q: 3 clusters Score -1.345588e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 132273 members 
Entering Unmasked Estep 
Score: -13455900.000000 Penalty: 5873.895508
	Iteration 37Q: 3 clusters Score -1.34559e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 132306 members 
Entering Unmasked Estep 
Score: -13455894.000000 Penalty: 5873.895508
	Iteration 38Q: 3 clusters Score -1.345589e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 132336 members 
Entering Unmasked Estep 
Score: -13455896.000000 Penalty: 5873.895508
	Iteration 39Q: 3 clusters Score -1.34559e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 132358 members 
Entering Unmasked Estep 
Score: -13455885.000000 Penalty: 5873.895508
	Iteration 40F: 3 clusters Score -1.345588e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 132386 members 
Entering Unmasked Estep 
Score: -13455879.000000 Penalty: 5873.895508
	Iteration 41Q: 3 clusters Score -1.345588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 132408 members 
Entering Unmasked Estep 
Score: -13455888.000000 Penalty: 5873.895508
	Iteration 42Q: 3 clusters Score -1.345589e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 132430 members 
Entering Unmasked Estep 
Score: -13455890.000000 Penalty: 5873.895508
	Iteration 43Q: 3 clusters Score -1.345589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 132440 members 
Entering Unmasked Estep 
Score: -13455892.000000 Penalty: 5873.895508
	Iteration 44Q: 3 clusters Score -1.345589e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 132455 members 
Entering Unmasked Estep 
Score: -13455904.000000 Penalty: 5873.895508
	Iteration 45Q: 3 clusters Score -1.34559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 132467 members 
Entering Unmasked Estep 
Score: -13455891.000000 Penalty: 5873.895508
	Iteration 46Q: 3 clusters Score -1.345589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 132472 members 
Entering Unmasked Estep 
Score: -13455891.000000 Penalty: 5873.895508
	Iteration 47Q: 3 clusters Score -1.345589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 132476 members 
Entering Unmasked Estep 
Score: -13455897.000000 Penalty: 5873.895508
	Iteration 48Q: 3 clusters Score -1.34559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 132482 members 
Entering Unmasked Estep 
Score: -13455911.000000 Penalty: 5873.895508
	Iteration 49Q: 3 clusters Score -1.345591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 132487 members 
Entering Unmasked Estep 
Score: -13455892.000000 Penalty: 5873.895508
	Iteration 50Q: 3 clusters Score -1.345589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 132493 members 
Entering Unmasked Estep 
Score: -13455899.000000 Penalty: 5873.895508
	Iteration 51Q: 3 clusters Score -1.34559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 132499 members 
Entering Unmasked Estep 
Score: -13455897.000000 Penalty: 5873.895508
	Iteration 52Q: 3 clusters Score -1.34559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 132503 members 
Entering Unmasked Estep 
Score: -13455890.000000 Penalty: 5873.895508
	Iteration 53Q: 3 clusters Score -1.345589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 132507 members 
Entering Unmasked Estep 
Score: -13455878.000000 Penalty: 5873.895508
	Iteration 54Q: 3 clusters Score -1.345588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 132511 members 
Entering Unmasked Estep 
Score: -13455888.000000 Penalty: 5873.895508
	Iteration 55Q: 3 clusters Score -1.345589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 132513 members 
Entering Unmasked Estep 
Score: -13455895.000000 Penalty: 5873.895508
	Iteration 56Q: 3 clusters Score -1.34559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 132516 members 
Entering Unmasked Estep 
Score: -13455898.000000 Penalty: 5873.895508
	Iteration 57Q: 3 clusters Score -1.34559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 132518 members 
Entering Unmasked Estep 
Score: -13455894.000000 Penalty: 5873.895508
	Iteration 58Q: 3 clusters Score -1.345589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 132520 members 
Entering Unmasked Estep 
Score: -13455894.000000 Penalty: 5873.895508
	Iteration 59Q: 3 clusters Score -1.345589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 132523 members 
Entering Unmasked Estep 
Score: -13455904.000000 Penalty: 5873.895508
	Iteration 60F: 3 clusters Score -1.34559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 132524 members 
Entering Unmasked Estep 
Score: -13455902.000000 Penalty: 5873.895508
	Iteration 61Q: 3 clusters Score -1.34559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 132524 members 
Entering Unmasked Estep 
Score: -13455902.000000 Penalty: 5873.895508
	Iteration 62F: 3 clusters Score -1.34559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 6108 members 
Mstep: Class 4 contains 223152 members 
Mstep: Class 5 contains 103061 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 21688 members 
Mstep: Class 8 contains 6518 members 
Mstep: Class 9 contains 46735 members 
Mstep: Class 10 contains 15730 members 
Mstep: Class 11 contains 11397 members 
Mstep: Class 12 contains 13111 members 
Mstep: Class 13 contains 28739 members 
Mstep: Class 14 contains 313911 members 
Mstep: Class 15 contains 15118 members 
Mstep: Class 16 contains 23716 members 
Mstep: Class 17 contains 226278 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 22483 members 
Mstep: Class 20 contains 21603 members 
Mstep: Class 21 contains 228806 members 
Mstep: Class 22 contains 13395 members 
Mstep: Class 23 contains 67568 members 
Mstep: Class 24 contains 17441 members 
Mstep: Class 25 contains 49831 members 
Mstep: Class 26 contains 3107 members 
Mstep: Class 27 contains 132524 members 
Entering Unmasked Estep 
Score: -157649008.000000 Penalty: 95950.632812
Splitting cluster 8 changes total score from -157649072.000000 to -157649008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (46735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Entering Unmasked Estep 
Score: -4558868.500000 Penalty: 2666.557617
	Iteration 0F: 2 clusters Score -4558868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -4527425.500000 Penalty: 5333.115234
	Iteration 0F: 3 clusters Score -4527426 nChanged 21445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -4539257.500000 Penalty: 5333.115234
	Iteration 1F: 3 clusters Score -4539258 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -4539895.500000 Penalty: 5333.115234
	Iteration 2Q: 3 clusters Score -4539896 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -4540572.500000 Penalty: 5333.115234
	Iteration 3Q: 3 clusters Score -4540572 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -4541355.500000 Penalty: 5333.115234
	Iteration 4Q: 3 clusters Score -4541356 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -4542513.000000 Penalty: 5333.115234
	Iteration 5Q: 3 clusters Score -4542513 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -4544062.500000 Penalty: 5333.115234
	Iteration 6F: 3 clusters Score -4544062 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -4546142.000000 Penalty: 5333.115234
	Iteration 7F: 3 clusters Score -4546142 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -4548698.000000 Penalty: 5333.115234
	Iteration 8F: 3 clusters Score -4548698 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -4551205.000000 Penalty: 5333.115234
	Iteration 9F: 3 clusters Score -4551205 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -4553197.000000 Penalty: 5333.115234
	Iteration 10Q: 3 clusters Score -4553197 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -4554551.000000 Penalty: 5333.115234
	Iteration 11Q: 3 clusters Score -4554551 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -4555343.500000 Penalty: 5333.115234
	Iteration 12Q: 3 clusters Score -4555344 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -4555786.500000 Penalty: 5333.115234
	Iteration 13Q: 3 clusters Score -4555786 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -4556062.500000 Penalty: 5333.115234
	Iteration 14Q: 3 clusters Score -4556062 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -4556218.500000 Penalty: 5333.115234
	Iteration 15Q: 3 clusters Score -4556218 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -4556319.000000 Penalty: 5333.115234
	Iteration 16Q: 3 clusters Score -4556319 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -4556400.500000 Penalty: 5333.115234
	Iteration 17Q: 3 clusters Score -4556400 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -4556453.000000 Penalty: 5333.115234
	Iteration 18Q: 3 clusters Score -4556453 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -4556490.000000 Penalty: 5333.115234
	Iteration 19Q: 3 clusters Score -4556490 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -4556522.500000 Penalty: 5333.115234
	Iteration 20F: 3 clusters Score -4556522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -4556545.000000 Penalty: 5333.115234
	Iteration 21Q: 3 clusters Score -4556545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -4556561.000000 Penalty: 5333.115234
	Iteration 22Q: 3 clusters Score -4556561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -4556567.000000 Penalty: 5333.115234
	Iteration 23Q: 3 clusters Score -4556567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -4556579.500000 Penalty: 5333.115234
	Iteration 24Q: 3 clusters Score -4556580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -4556590.500000 Penalty: 5333.115234
	Iteration 25Q: 3 clusters Score -4556590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -4556601.000000 Penalty: 5333.115234
	Iteration 26Q: 3 clusters Score -4556601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -4556604.500000 Penalty: 5333.115234
	Iteration 27Q: 3 clusters Score -4556604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -4556615.500000 Penalty: 5333.115234
	Iteration 28Q: 3 clusters Score -4556616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -4556615.500000 Penalty: 5333.115234
	Iteration 29Q: 3 clusters Score -4556616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -4556620.000000 Penalty: 5333.115234
	Iteration 30Q: 3 clusters Score -4556620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -4556616.000000 Penalty: 5333.115234
	Iteration 31Q: 3 clusters Score -4556616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -4556615.000000 Penalty: 5333.115234
	Iteration 32Q: 3 clusters Score -4556615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -4556618.500000 Penalty: 5333.115234
	Iteration 33Q: 3 clusters Score -4556618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -4556616.000000 Penalty: 5333.115234
	Iteration 34Q: 3 clusters Score -4556616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -4556616.000000 Penalty: 5333.115234
	Iteration 35F: 3 clusters Score -4556616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Entering Unmasked Estep 
Score: -1470969.000000 Penalty: 2396.504639
	Iteration 0F: 2 clusters Score -1470969 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 7800 members 
Entering Unmasked Estep 
Score: -1459543.500000 Penalty: 4793.009277
	Iteration 0F: 3 clusters Score -1459544 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1463334.625000 Penalty: 4793.009277
	Iteration 1F: 3 clusters Score -1463335 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1463846.125000 Penalty: 4793.009277
	Iteration 2F: 3 clusters Score -1463846 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1464353.750000 Penalty: 4793.009277
	Iteration 3F: 3 clusters Score -1464354 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1464939.625000 Penalty: 4793.009277
	Iteration 4F: 3 clusters Score -1464940 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1465711.500000 Penalty: 4793.009277
	Iteration 5F: 3 clusters Score -1465712 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1466642.000000 Penalty: 4793.009277
	Iteration 6F: 3 clusters Score -1466642 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1467569.625000 Penalty: 4793.009277
	Iteration 7F: 3 clusters Score -1467570 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1468410.875000 Penalty: 4793.009277
	Iteration 8F: 3 clusters Score -1468411 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1469283.625000 Penalty: 4793.009277
	Iteration 9Q: 3 clusters Score -1469284 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1469997.250000 Penalty: 4793.009277
	Iteration 10Q: 3 clusters Score -1469997 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1470446.000000 Penalty: 4793.009277
	Iteration 11Q: 3 clusters Score -1470446 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1470781.625000 Penalty: 4793.009277
	Iteration 12Q: 3 clusters Score -1470782 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1471170.625000 Penalty: 4793.009277
	Iteration 13Q: 3 clusters Score -1471171 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1471761.625000 Penalty: 4793.009277
	Iteration 14Q: 3 clusters Score -1471762 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1472360.500000 Penalty: 4793.009277
	Iteration 15Q: 3 clusters Score -1472360 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1472746.750000 Penalty: 4793.009277
	Iteration 16Q: 3 clusters Score -1472747 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1472937.625000 Penalty: 4793.009277
	Iteration 17Q: 3 clusters Score -1472938 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1473009.750000 Penalty: 4793.009277
	Iteration 18Q: 3 clusters Score -1473010 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1473046.000000 Penalty: 4793.009277
	Iteration 19Q: 3 clusters Score -1473046 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1473064.500000 Penalty: 4793.009277
	Iteration 20F: 3 clusters Score -1473064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1473071.250000 Penalty: 4793.009277
	Iteration 21Q: 3 clusters Score -1473071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1473075.750000 Penalty: 4793.009277
	Iteration 22Q: 3 clusters Score -1473076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1473078.125000 Penalty: 4793.009277
	Iteration 23Q: 3 clusters Score -1473078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1473081.000000 Penalty: 4793.009277
	Iteration 24Q: 3 clusters Score -1473081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1473081.375000 Penalty: 4793.009277
	Iteration 25Q: 3 clusters Score -1473081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1473087.375000 Penalty: 4793.009277
	Iteration 26Q: 3 clusters Score -1473087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1473088.500000 Penalty: 4793.009277
	Iteration 27Q: 3 clusters Score -1473088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1473091.000000 Penalty: 4793.009277
	Iteration 28Q: 3 clusters Score -1473091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1473086.750000 Penalty: 4793.009277
	Iteration 29Q: 3 clusters Score -1473087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1473087.750000 Penalty: 4793.009277
	Iteration 30Q: 3 clusters Score -1473088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1473088.500000 Penalty: 4793.009277
	Iteration 31Q: 3 clusters Score -1473088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1473088.500000 Penalty: 4793.009277
	Iteration 32F: 3 clusters Score -1473088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 6108 members 
Mstep: Class 4 contains 223152 members 
Mstep: Class 5 contains 103061 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 21688 members 
Mstep: Class 8 contains 139042 members 
Mstep: Class 9 contains 46735 members 
Mstep: Class 10 contains 7830 members 
Mstep: Class 11 contains 11397 members 
Mstep: Class 12 contains 13111 members 
Mstep: Class 13 contains 28739 members 
Mstep: Class 14 contains 313911 members 
Mstep: Class 15 contains 15118 members 
Mstep: Class 16 contains 23716 members 
Mstep: Class 17 contains 226278 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 22483 members 
Mstep: Class 20 contains 21603 members 
Mstep: Class 21 contains 228806 members 
Mstep: Class 22 contains 13395 members 
Mstep: Class 23 contains 67568 members 
Mstep: Class 24 contains 17441 members 
Mstep: Class 25 contains 49831 members 
Mstep: Class 26 contains 3107 members 
Mstep: Class 27 contains 7900 members 
Entering Unmasked Estep 
Score: -157649696.000000 Penalty: 95950.632812
Splitting cluster 10 changes total score from -157649072.000000 to -157649696.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (11397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Entering Unmasked Estep 
Score: -980833.312500 Penalty: 2316.594238
	Iteration 0F: 2 clusters Score -980833.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -972367.187500 Penalty: 4633.188477
	Iteration 0F: 3 clusters Score -972367.2 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -975380.000000 Penalty: 4633.188477
	Iteration 1F: 3 clusters Score -975380 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -976704.250000 Penalty: 4633.188477
	Iteration 2F: 3 clusters Score -976704.2 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -978570.750000 Penalty: 4633.188477
	Iteration 3F: 3 clusters Score -978570.8 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -979999.625000 Penalty: 4633.188477
	Iteration 4F: 3 clusters Score -979999.6 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -980637.687500 Penalty: 4633.188477
	Iteration 5F: 3 clusters Score -980637.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -980991.500000 Penalty: 4633.188477
	Iteration 6Q: 3 clusters Score -980991.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -981231.375000 Penalty: 4633.188477
	Iteration 7Q: 3 clusters Score -981231.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -981471.187500 Penalty: 4633.188477
	Iteration 8Q: 3 clusters Score -981471.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -981692.562500 Penalty: 4633.188477
	Iteration 9Q: 3 clusters Score -981692.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -981945.375000 Penalty: 4633.188477
	Iteration 10Q: 3 clusters Score -981945.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -982207.375000 Penalty: 4633.188477
	Iteration 11Q: 3 clusters Score -982207.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -982314.562500 Penalty: 4633.188477
	Iteration 12Q: 3 clusters Score -982314.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -982352.375000 Penalty: 4633.188477
	Iteration 13Q: 3 clusters Score -982352.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -982375.125000 Penalty: 4633.188477
	Iteration 14Q: 3 clusters Score -982375.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -982391.875000 Penalty: 4633.188477
	Iteration 15Q: 3 clusters Score -982391.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -982404.437500 Penalty: 4633.188477
	Iteration 16Q: 3 clusters Score -982404.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -982419.750000 Penalty: 4633.188477
	Iteration 17Q: 3 clusters Score -982419.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -982428.750000 Penalty: 4633.188477
	Iteration 18Q: 3 clusters Score -982428.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -982431.187500 Penalty: 4633.188477
	Iteration 19Q: 3 clusters Score -982431.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -982437.187500 Penalty: 4633.188477
	Iteration 20F: 3 clusters Score -982437.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -982439.625000 Penalty: 4633.188477
	Iteration 21Q: 3 clusters Score -982439.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -982441.000000 Penalty: 4633.188477
	Iteration 22Q: 3 clusters Score -982441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -982442.062500 Penalty: 4633.188477
	Iteration 23Q: 3 clusters Score -982442.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -982443.687500 Penalty: 4633.188477
	Iteration 24Q: 3 clusters Score -982443.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -982443.812500 Penalty: 4633.188477
	Iteration 25Q: 3 clusters Score -982443.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -982441.562500 Penalty: 4633.188477
	Iteration 26Q: 3 clusters Score -982441.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -982442.312500 Penalty: 4633.188477
	Iteration 27Q: 3 clusters Score -982442.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -982442.187500 Penalty: 4633.188477
	Iteration 28Q: 3 clusters Score -982442.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -982442.187500 Penalty: 4633.188477
	Iteration 29F: 3 clusters Score -982442.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 6108 members 
Mstep: Class 4 contains 223152 members 
Mstep: Class 5 contains 103061 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 21688 members 
Mstep: Class 8 contains 139042 members 
Mstep: Class 9 contains 46735 members 
Mstep: Class 10 contains 7830 members 
Mstep: Class 11 contains 4823 members 
Mstep: Class 12 contains 13111 members 
Mstep: Class 13 contains 28739 members 
Mstep: Class 14 contains 313911 members 
Mstep: Class 15 contains 15118 members 
Mstep: Class 16 contains 23716 members 
Mstep: Class 17 contains 226278 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 22483 members 
Mstep: Class 20 contains 21603 members 
Mstep: Class 21 contains 228806 members 
Mstep: Class 22 contains 13395 members 
Mstep: Class 23 contains 67568 members 
Mstep: Class 24 contains 17441 members 
Mstep: Class 25 contains 49831 members 
Mstep: Class 26 contains 3107 members 
Mstep: Class 27 contains 7900 members 
Mstep: Class 28 contains 6574 members 
Entering Unmasked Estep 
Score: -157649968.000000 Penalty: 99504.359375
Splitting cluster 11 changes total score from -157649072.000000 to -157649968.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (13111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Entering Unmasked Estep 
Score: -1210840.875000 Penalty: 2351.339355
	Iteration 0F: 2 clusters Score -1210841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1201147.875000 Penalty: 4702.678711
	Iteration 0F: 3 clusters Score -1201148 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1204308.375000 Penalty: 4702.678711
	Iteration 1F: 3 clusters Score -1204308 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1204756.625000 Penalty: 4702.678711
	Iteration 2F: 3 clusters Score -1204757 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1205228.250000 Penalty: 4702.678711
	Iteration 3F: 3 clusters Score -1205228 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1205744.500000 Penalty: 4702.678711
	Iteration 4F: 3 clusters Score -1205744 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1206263.750000 Penalty: 4702.678711
	Iteration 5F: 3 clusters Score -1206264 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1206764.625000 Penalty: 4702.678711
	Iteration 6F: 3 clusters Score -1206765 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1207169.125000 Penalty: 4702.678711
	Iteration 7F: 3 clusters Score -1207169 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1207451.875000 Penalty: 4702.678711
	Iteration 8Q: 3 clusters Score -1207452 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1207663.500000 Penalty: 4702.678711
	Iteration 9Q: 3 clusters Score -1207664 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1207810.375000 Penalty: 4702.678711
	Iteration 10Q: 3 clusters Score -1207810 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1207952.875000 Penalty: 4702.678711
	Iteration 11Q: 3 clusters Score -1207953 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1208097.500000 Penalty: 4702.678711
	Iteration 12Q: 3 clusters Score -1208098 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1208237.625000 Penalty: 4702.678711
	Iteration 13Q: 3 clusters Score -1208238 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1208394.625000 Penalty: 4702.678711
	Iteration 14Q: 3 clusters Score -1208395 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1208554.500000 Penalty: 4702.678711
	Iteration 15Q: 3 clusters Score -1208554 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1208716.375000 Penalty: 4702.678711
	Iteration 16Q: 3 clusters Score -1208716 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1208863.500000 Penalty: 4702.678711
	Iteration 17Q: 3 clusters Score -1208864 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1208997.750000 Penalty: 4702.678711
	Iteration 18Q: 3 clusters Score -1208998 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1209121.500000 Penalty: 4702.678711
	Iteration 19Q: 3 clusters Score -1209122 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1209223.625000 Penalty: 4702.678711
	Iteration 20F: 3 clusters Score -1209224 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1209298.500000 Penalty: 4702.678711
	Iteration 21Q: 3 clusters Score -1209298 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1209350.500000 Penalty: 4702.678711
	Iteration 22Q: 3 clusters Score -1209350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1209388.000000 Penalty: 4702.678711
	Iteration 23Q: 3 clusters Score -1209388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1209418.375000 Penalty: 4702.678711
	Iteration 24Q: 3 clusters Score -1209418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1209439.125000 Penalty: 4702.678711
	Iteration 25Q: 3 clusters Score -1209439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1209449.500000 Penalty: 4702.678711
	Iteration 26Q: 3 clusters Score -1209450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1209462.000000 Penalty: 4702.678711
	Iteration 27Q: 3 clusters Score -1209462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1209475.625000 Penalty: 4702.678711
	Iteration 28Q: 3 clusters Score -1209476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1209483.250000 Penalty: 4702.678711
	Iteration 29Q: 3 clusters Score -1209483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1209492.750000 Penalty: 4702.678711
	Iteration 30Q: 3 clusters Score -1209493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1209493.750000 Penalty: 4702.678711
	Iteration 31Q: 3 clusters Score -1209494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1209495.000000 Penalty: 4702.678711
	Iteration 32Q: 3 clusters Score -1209495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1209496.125000 Penalty: 4702.678711
	Iteration 33Q: 3 clusters Score -1209496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1209500.250000 Penalty: 4702.678711
	Iteration 34Q: 3 clusters Score -1209500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1209500.125000 Penalty: 4702.678711
	Iteration 35Q: 3 clusters Score -1209500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1209500.875000 Penalty: 4702.678711
	Iteration 36Q: 3 clusters Score -1209501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1209502.125000 Penalty: 4702.678711
	Iteration 37Q: 3 clusters Score -1209502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1209503.750000 Penalty: 4702.678711
	Iteration 38Q: 3 clusters Score -1209504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1209505.500000 Penalty: 4702.678711
	Iteration 39Q: 3 clusters Score -1209506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1209505.500000 Penalty: 4702.678711
	Iteration 40F: 3 clusters Score -1209506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Entering Unmasked Estep 
Score: -2779274.000000 Penalty: 2545.970459
	Iteration 0F: 2 clusters Score -2779274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2759493.750000 Penalty: 5091.940918
	Iteration 0F: 3 clusters Score -2759494 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2766358.500000 Penalty: 5091.940918
	Iteration 1F: 3 clusters Score -2766358 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2766848.000000 Penalty: 5091.940918
	Iteration 2Q: 3 clusters Score -2766848 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2767268.250000 Penalty: 5091.940918
	Iteration 3Q: 3 clusters Score -2767268 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2767738.250000 Penalty: 5091.940918
	Iteration 4Q: 3 clusters Score -2767738 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2768231.500000 Penalty: 5091.940918
	Iteration 5Q: 3 clusters Score -2768232 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2768752.250000 Penalty: 5091.940918
	Iteration 6Q: 3 clusters Score -2768752 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2769296.500000 Penalty: 5091.940918
	Iteration 7Q: 3 clusters Score -2769296 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2769928.500000 Penalty: 5091.940918
	Iteration 8Q: 3 clusters Score -2769928 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2770629.500000 Penalty: 5091.940918
	Iteration 9Q: 3 clusters Score -2770630 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2771397.750000 Penalty: 5091.940918
	Iteration 10Q: 3 clusters Score -2771398 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2772206.750000 Penalty: 5091.940918
	Iteration 11Q: 3 clusters Score -2772207 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2772887.250000 Penalty: 5091.940918
	Iteration 12Q: 3 clusters Score -2772887 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2773443.250000 Penalty: 5091.940918
	Iteration 13Q: 3 clusters Score -2773443 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2773867.500000 Penalty: 5091.940918
	Iteration 14Q: 3 clusters Score -2773868 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2774196.750000 Penalty: 5091.940918
	Iteration 15Q: 3 clusters Score -2774197 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2774431.250000 Penalty: 5091.940918
	Iteration 16Q: 3 clusters Score -2774431 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2774641.000000 Penalty: 5091.940918
	Iteration 17Q: 3 clusters Score -2774641 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2774848.000000 Penalty: 5091.940918
	Iteration 18Q: 3 clusters Score -2774848 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2775072.500000 Penalty: 5091.940918
	Iteration 19Q: 3 clusters Score -2775072 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2775329.500000 Penalty: 5091.940918
	Iteration 20F: 3 clusters Score -2775330 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2775572.500000 Penalty: 5091.940918
	Iteration 21Q: 3 clusters Score -2775572 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2775869.250000 Penalty: 5091.940918
	Iteration 22Q: 3 clusters Score -2775869 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2776155.250000 Penalty: 5091.940918
	Iteration 23Q: 3 clusters Score -2776155 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2776450.500000 Penalty: 5091.940918
	Iteration 24Q: 3 clusters Score -2776450 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2776654.250000 Penalty: 5091.940918
	Iteration 25Q: 3 clusters Score -2776654 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2776790.500000 Penalty: 5091.940918
	Iteration 26Q: 3 clusters Score -2776790 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2776863.000000 Penalty: 5091.940918
	Iteration 27Q: 3 clusters Score -2776863 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2776926.500000 Penalty: 5091.940918
	Iteration 28Q: 3 clusters Score -2776926 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2776957.000000 Penalty: 5091.940918
	Iteration 29Q: 3 clusters Score -2776957 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2776983.000000 Penalty: 5091.940918
	Iteration 30Q: 3 clusters Score -2776983 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2776998.000000 Penalty: 5091.940918
	Iteration 31Q: 3 clusters Score -2776998 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2777021.500000 Penalty: 5091.940918
	Iteration 32Q: 3 clusters Score -2777022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2777023.500000 Penalty: 5091.940918
	Iteration 33Q: 3 clusters Score -2777024 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2777028.250000 Penalty: 5091.940918
	Iteration 34Q: 3 clusters Score -2777028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2777035.500000 Penalty: 5091.940918
	Iteration 35Q: 3 clusters Score -2777036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2777044.750000 Penalty: 5091.940918
	Iteration 36Q: 3 clusters Score -2777045 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2777055.750000 Penalty: 5091.940918
	Iteration 37Q: 3 clusters Score -2777056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2777068.500000 Penalty: 5091.940918
	Iteration 38Q: 3 clusters Score -2777068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2777077.000000 Penalty: 5091.940918
	Iteration 39Q: 3 clusters Score -2777077 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2777085.250000 Penalty: 5091.940918
	Iteration 40F: 3 clusters Score -2777085 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2777079.750000 Penalty: 5091.940918
	Iteration 41Q: 3 clusters Score -2777080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2777082.000000 Penalty: 5091.940918
	Iteration 42Q: 3 clusters Score -2777082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2777082.250000 Penalty: 5091.940918
	Iteration 43Q: 3 clusters Score -2777082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2777076.500000 Penalty: 5091.940918
	Iteration 44Q: 3 clusters Score -2777076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2777085.250000 Penalty: 5091.940918
	Iteration 45Q: 3 clusters Score -2777085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2777080.500000 Penalty: 5091.940918
	Iteration 46Q: 3 clusters Score -2777080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2777080.250000 Penalty: 5091.940918
	Iteration 47Q: 3 clusters Score -2777080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2777082.000000 Penalty: 5091.940918
	Iteration 48Q: 3 clusters Score -2777082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2777086.750000 Penalty: 5091.940918
	Iteration 49Q: 3 clusters Score -2777087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2777080.000000 Penalty: 5091.940918
	Iteration 50Q: 3 clusters Score -2777080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2777078.250000 Penalty: 5091.940918
	Iteration 51Q: 3 clusters Score -2777078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2777090.250000 Penalty: 5091.940918
	Iteration 52Q: 3 clusters Score -2777090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2777093.750000 Penalty: 5091.940918
	Iteration 53Q: 3 clusters Score -2777094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2777090.500000 Penalty: 5091.940918
	Iteration 54Q: 3 clusters Score -2777090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2777087.250000 Penalty: 5091.940918
	Iteration 55Q: 3 clusters Score -2777087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2777101.000000 Penalty: 5091.940918
	Iteration 56Q: 3 clusters Score -2777101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2777104.000000 Penalty: 5091.940918
	Iteration 57Q: 3 clusters Score -2777104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2777108.000000 Penalty: 5091.940918
	Iteration 58Q: 3 clusters Score -2777108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2777106.000000 Penalty: 5091.940918
	Iteration 59Q: 3 clusters Score -2777106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2777109.500000 Penalty: 5091.940918
	Iteration 60F: 3 clusters Score -2777110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2777112.250000 Penalty: 5091.940918
	Iteration 61Q: 3 clusters Score -2777112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2777113.000000 Penalty: 5091.940918
	Iteration 62Q: 3 clusters Score -2777113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2777110.250000 Penalty: 5091.940918
	Iteration 63Q: 3 clusters Score -2777110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2777109.000000 Penalty: 5091.940918
	Iteration 64Q: 3 clusters Score -2777109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2777106.250000 Penalty: 5091.940918
	Iteration 65Q: 3 clusters Score -2777106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2777106.500000 Penalty: 5091.940918
	Iteration 66Q: 3 clusters Score -2777106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2777103.250000 Penalty: 5091.940918
	Iteration 67Q: 3 clusters Score -2777103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2777102.250000 Penalty: 5091.940918
	Iteration 68Q: 3 clusters Score -2777102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -2777107.000000 Penalty: 5091.940918
	Iteration 69Q: 3 clusters Score -2777107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2777117.000000 Penalty: 5091.940918
	Iteration 70Q: 3 clusters Score -2777117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2777115.000000 Penalty: 5091.940918
	Iteration 71Q: 3 clusters Score -2777115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2777115.000000 Penalty: 5091.940918
	Iteration 72Q: 3 clusters Score -2777115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2777118.000000 Penalty: 5091.940918
	Iteration 73Q: 3 clusters Score -2777118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2777119.750000 Penalty: 5091.940918
	Iteration 74Q: 3 clusters Score -2777120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2777121.250000 Penalty: 5091.940918
	Iteration 75Q: 3 clusters Score -2777121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2777119.500000 Penalty: 5091.940918
	Iteration 76Q: 3 clusters Score -2777120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2777121.750000 Penalty: 5091.940918
	Iteration 77Q: 3 clusters Score -2777122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2777119.750000 Penalty: 5091.940918
	Iteration 78Q: 3 clusters Score -2777120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2777118.750000 Penalty: 5091.940918
	Iteration 79Q: 3 clusters Score -2777119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2777117.000000 Penalty: 5091.940918
	Iteration 80F: 3 clusters Score -2777117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2777122.250000 Penalty: 5091.940918
	Iteration 81Q: 3 clusters Score -2777122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2777120.250000 Penalty: 5091.940918
	Iteration 82Q: 3 clusters Score -2777120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2777118.000000 Penalty: 5091.940918
	Iteration 83Q: 3 clusters Score -2777118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2777119.000000 Penalty: 5091.940918
	Iteration 84Q: 3 clusters Score -2777119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2777123.500000 Penalty: 5091.940918
	Iteration 85Q: 3 clusters Score -2777124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -2777128.750000 Penalty: 5091.940918
	Iteration 86Q: 3 clusters Score -2777129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2777126.750000 Penalty: 5091.940918
	Iteration 87Q: 3 clusters Score -2777127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2777126.250000 Penalty: 5091.940918
	Iteration 88Q: 3 clusters Score -2777126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2777130.250000 Penalty: 5091.940918
	Iteration 89Q: 3 clusters Score -2777130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2777129.000000 Penalty: 5091.940918
	Iteration 90Q: 3 clusters Score -2777129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2777125.750000 Penalty: 5091.940918
	Iteration 91Q: 3 clusters Score -2777126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2777126.250000 Penalty: 5091.940918
	Iteration 92Q: 3 clusters Score -2777126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2777126.500000 Penalty: 5091.940918
	Iteration 93Q: 3 clusters Score -2777126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2777128.750000 Penalty: 5091.940918
	Iteration 94Q: 3 clusters Score -2777129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -2777128.250000 Penalty: 5091.940918
	Iteration 95Q: 3 clusters Score -2777128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2777127.500000 Penalty: 5091.940918
	Iteration 96Q: 3 clusters Score -2777128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2777127.250000 Penalty: 5091.940918
	Iteration 97Q: 3 clusters Score -2777127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2777130.000000 Penalty: 5091.940918
	Iteration 98Q: 3 clusters Score -2777130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2777131.750000 Penalty: 5091.940918
	Iteration 99Q: 3 clusters Score -2777132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -2777129.500000 Penalty: 5091.940918
	Iteration 100F: 3 clusters Score -2777130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2777130.000000 Penalty: 5091.940918
	Iteration 101Q: 3 clusters Score -2777130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2777130.750000 Penalty: 5091.940918
	Iteration 102Q: 3 clusters Score -2777131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2777130.750000 Penalty: 5091.940918
	Iteration 103F: 3 clusters Score -2777131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (313911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313911 members 
Entering Unmasked Estep 
Score: -30707400.000000 Penalty: 3138.902588
	Iteration 0F: 2 clusters Score -3.07074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157374 members 
Mstep: Class 2 contains 156537 members 
Entering Unmasked Estep 
Score: -30508250.000000 Penalty: 6277.805176
	Iteration 0F: 3 clusters Score -3.050825e+07 nChanged 151769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165117 members 
Mstep: Class 2 contains 148794 members 
Entering Unmasked Estep 
Score: -30599222.000000 Penalty: 6277.805176
	Iteration 1F: 3 clusters Score -3.059922e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169291 members 
Mstep: Class 2 contains 144620 members 
Entering Unmasked Estep 
Score: -30601996.000000 Penalty: 6277.805176
	Iteration 2Q: 3 clusters Score -3.0602e+07 nChanged 11429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174916 members 
Mstep: Class 2 contains 138995 members 
Entering Unmasked Estep 
Score: -30606362.000000 Penalty: 6277.805176
	Iteration 3Q: 3 clusters Score -3.060636e+07 nChanged 13887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182293 members 
Mstep: Class 2 contains 131618 members 
Entering Unmasked Estep 
Score: -30613004.000000 Penalty: 6277.805176
	Iteration 4Q: 3 clusters Score -3.0613e+07 nChanged 17003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191814 members 
Mstep: Class 2 contains 122097 members 
Entering Unmasked Estep 
Score: -30622618.000000 Penalty: 6277.805176
	Iteration 5F: 3 clusters Score -3.062262e+07 nChanged 19187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203113 members 
Mstep: Class 2 contains 110798 members 
Entering Unmasked Estep 
Score: -30635372.000000 Penalty: 6277.805176
	Iteration 6F: 3 clusters Score -3.063537e+07 nChanged 19776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215579 members 
Mstep: Class 2 contains 98332 members 
Entering Unmasked Estep 
Score: -30648476.000000 Penalty: 6277.805176
	Iteration 7F: 3 clusters Score -3.064848e+07 nChanged 18253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228532 members 
Mstep: Class 2 contains 85379 members 
Entering Unmasked Estep 
Score: -30659862.000000 Penalty: 6277.805176
	Iteration 8F: 3 clusters Score -3.065986e+07 nChanged 15902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241510 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -30669830.000000 Penalty: 6277.805176
	Iteration 9F: 3 clusters Score -3.066983e+07 nChanged 13900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254328 members 
Mstep: Class 2 contains 59583 members 
Entering Unmasked Estep 
Score: -30677702.000000 Penalty: 6277.805176
	Iteration 10Q: 3 clusters Score -3.06777e+07 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266183 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -30683948.000000 Penalty: 6277.805176
	Iteration 11Q: 3 clusters Score -3.068395e+07 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276552 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -30689768.000000 Penalty: 6277.805176
	Iteration 12Q: 3 clusters Score -3.068977e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285313 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -30694160.000000 Penalty: 6277.805176
	Iteration 13Q: 3 clusters Score -3.069416e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292309 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -30697238.000000 Penalty: 6277.805176
	Iteration 14Q: 3 clusters Score -3.069724e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297729 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -30699752.000000 Penalty: 6277.805176
	Iteration 15Q: 3 clusters Score -3.069975e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301870 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -30701516.000000 Penalty: 6277.805176
	Iteration 16Q: 3 clusters Score -3.070152e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304871 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -30702674.000000 Penalty: 6277.805176
	Iteration 17Q: 3 clusters Score -3.070267e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306943 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -30703478.000000 Penalty: 6277.805176
	Iteration 18Q: 3 clusters Score -3.070348e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308367 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -30703880.000000 Penalty: 6277.805176
	Iteration 19Q: 3 clusters Score -3.070388e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309356 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -30704206.000000 Penalty: 6277.805176
	Iteration 20F: 3 clusters Score -3.070421e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310017 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -30704514.000000 Penalty: 6277.805176
	Iteration 21Q: 3 clusters Score -3.070451e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310513 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -30704714.000000 Penalty: 6277.805176
	Iteration 22Q: 3 clusters Score -3.070471e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310869 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -30704806.000000 Penalty: 6277.805176
	Iteration 23Q: 3 clusters Score -3.070481e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311128 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -30704950.000000 Penalty: 6277.805176
	Iteration 24Q: 3 clusters Score -3.070495e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311313 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -30704978.000000 Penalty: 6277.805176
	Iteration 25Q: 3 clusters Score -3.070498e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311451 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -30704948.000000 Penalty: 6277.805176
	Iteration 26Q: 3 clusters Score -3.070495e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311563 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -30705036.000000 Penalty: 6277.805176
	Iteration 27Q: 3 clusters Score -3.070504e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311666 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -30705060.000000 Penalty: 6277.805176
	Iteration 28Q: 3 clusters Score -3.070506e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311757 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -30705152.000000 Penalty: 6277.805176
	Iteration 29Q: 3 clusters Score -3.070515e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311837 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -30705110.000000 Penalty: 6277.805176
	Iteration 30Q: 3 clusters Score -3.070511e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311901 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -30705142.000000 Penalty: 6277.805176
	Iteration 31Q: 3 clusters Score -3.070514e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311956 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -30705132.000000 Penalty: 6277.805176
	Iteration 32Q: 3 clusters Score -3.070513e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311997 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -30705168.000000 Penalty: 6277.805176
	Iteration 33Q: 3 clusters Score -3.070517e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312033 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -30705142.000000 Penalty: 6277.805176
	Iteration 34Q: 3 clusters Score -3.070514e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312062 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -30705168.000000 Penalty: 6277.805176
	Iteration 35Q: 3 clusters Score -3.070517e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312089 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -30705138.000000 Penalty: 6277.805176
	Iteration 36Q: 3 clusters Score -3.070514e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312114 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -30705134.000000 Penalty: 6277.805176
	Iteration 37Q: 3 clusters Score -3.070513e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312140 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -30705182.000000 Penalty: 6277.805176
	Iteration 38Q: 3 clusters Score -3.070518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312159 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -30705162.000000 Penalty: 6277.805176
	Iteration 39Q: 3 clusters Score -3.070516e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312174 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -30705176.000000 Penalty: 6277.805176
	Iteration 40F: 3 clusters Score -3.070518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312175 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -30705152.000000 Penalty: 6277.805176
	Iteration 41Q: 3 clusters Score -3.070515e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312188 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -30705166.000000 Penalty: 6277.805176
	Iteration 42Q: 3 clusters Score -3.070517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312199 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -30705172.000000 Penalty: 6277.805176
	Iteration 43Q: 3 clusters Score -3.070517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312212 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -30705170.000000 Penalty: 6277.805176
	Iteration 44Q: 3 clusters Score -3.070517e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312227 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -30705182.000000 Penalty: 6277.805176
	Iteration 45Q: 3 clusters Score -3.070518e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312237 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -30705184.000000 Penalty: 6277.805176
	Iteration 46Q: 3 clusters Score -3.070518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312241 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -30705200.000000 Penalty: 6277.805176
	Iteration 47Q: 3 clusters Score -3.07052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312246 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -30705210.000000 Penalty: 6277.805176
	Iteration 48Q: 3 clusters Score -3.070521e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312251 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -30705212.000000 Penalty: 6277.805176
	Iteration 49Q: 3 clusters Score -3.070521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312261 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -30705254.000000 Penalty: 6277.805176
	Iteration 50Q: 3 clusters Score -3.070525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312268 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -30705248.000000 Penalty: 6277.805176
	Iteration 51Q: 3 clusters Score -3.070525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312276 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -30705260.000000 Penalty: 6277.805176
	Iteration 52Q: 3 clusters Score -3.070526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312281 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -30705238.000000 Penalty: 6277.805176
	Iteration 53Q: 3 clusters Score -3.070524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312284 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -30705230.000000 Penalty: 6277.805176
	Iteration 54Q: 3 clusters Score -3.070523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312288 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -30705254.000000 Penalty: 6277.805176
	Iteration 55Q: 3 clusters Score -3.070525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312290 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -30705238.000000 Penalty: 6277.805176
	Iteration 56Q: 3 clusters Score -3.070524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312294 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -30705248.000000 Penalty: 6277.805176
	Iteration 57Q: 3 clusters Score -3.070525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312296 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -30705232.000000 Penalty: 6277.805176
	Iteration 58Q: 3 clusters Score -3.070523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312298 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -30705250.000000 Penalty: 6277.805176
	Iteration 59Q: 3 clusters Score -3.070525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312298 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -30705250.000000 Penalty: 6277.805176
	Iteration 60F: 3 clusters Score -3.070525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312299 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -30705234.000000 Penalty: 6277.805176
	Iteration 61Q: 3 clusters Score -3.070523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312301 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -30705250.000000 Penalty: 6277.805176
	Iteration 62Q: 3 clusters Score -3.070525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312302 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -30705242.000000 Penalty: 6277.805176
	Iteration 63Q: 3 clusters Score -3.070524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312303 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -30705236.000000 Penalty: 6277.805176
	Iteration 64Q: 3 clusters Score -3.070524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312303 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -30705236.000000 Penalty: 6277.805176
	Iteration 65F: 3 clusters Score -3.070524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Entering Unmasked Estep 
Score: -1378207.750000 Penalty: 2386.663086
	Iteration 0F: 2 clusters Score -1378208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1367229.875000 Penalty: 4773.326172
	Iteration 0F: 3 clusters Score -1367230 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1371038.250000 Penalty: 4773.326172
	Iteration 1F: 3 clusters Score -1371038 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1371727.750000 Penalty: 4773.326172
	Iteration 2F: 3 clusters Score -1371728 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1372662.875000 Penalty: 4773.326172
	Iteration 3F: 3 clusters Score -1372663 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1374227.000000 Penalty: 4773.326172
	Iteration 4F: 3 clusters Score -1374227 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1377207.750000 Penalty: 4773.326172
	Iteration 5F: 3 clusters Score -1377208 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1380618.250000 Penalty: 4773.326172
	Iteration 6F: 3 clusters Score -1380618 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1382396.375000 Penalty: 4773.326172
	Iteration 7F: 3 clusters Score -1382396 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1382848.250000 Penalty: 4773.326172
	Iteration 8Q: 3 clusters Score -1382848 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1382981.875000 Penalty: 4773.326172
	Iteration 9Q: 3 clusters Score -1382982 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1383024.375000 Penalty: 4773.326172
	Iteration 10Q: 3 clusters Score -1383024 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1383049.750000 Penalty: 4773.326172
	Iteration 11Q: 3 clusters Score -1383050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1383060.125000 Penalty: 4773.326172
	Iteration 12Q: 3 clusters Score -1383060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1383066.250000 Penalty: 4773.326172
	Iteration 13Q: 3 clusters Score -1383066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1383066.375000 Penalty: 4773.326172
	Iteration 14Q: 3 clusters Score -1383066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1383069.875000 Penalty: 4773.326172
	Iteration 15Q: 3 clusters Score -1383070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1383077.000000 Penalty: 4773.326172
	Iteration 16Q: 3 clusters Score -1383077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1383076.125000 Penalty: 4773.326172
	Iteration 17Q: 3 clusters Score -1383076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1383075.750000 Penalty: 4773.326172
	Iteration 18Q: 3 clusters Score -1383076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1383077.750000 Penalty: 4773.326172
	Iteration 19Q: 3 clusters Score -1383078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1383078.875000 Penalty: 4773.326172
	Iteration 20F: 3 clusters Score -1383079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1383076.750000 Penalty: 4773.326172
	Iteration 21Q: 3 clusters Score -1383077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1383077.625000 Penalty: 4773.326172
	Iteration 22Q: 3 clusters Score -1383078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1383077.500000 Penalty: 4773.326172
	Iteration 23Q: 3 clusters Score -1383078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1383078.375000 Penalty: 4773.326172
	Iteration 24Q: 3 clusters Score -1383078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1383078.375000 Penalty: 4773.326172
	Iteration 25Q: 3 clusters Score -1383078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1383078.625000 Penalty: 4773.326172
	Iteration 26Q: 3 clusters Score -1383079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1383077.750000 Penalty: 4773.326172
	Iteration 27Q: 3 clusters Score -1383078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1383078.125000 Penalty: 4773.326172
	Iteration 28Q: 3 clusters Score -1383078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1383076.500000 Penalty: 4773.326172
	Iteration 29Q: 3 clusters Score -1383076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1383076.500000 Penalty: 4773.326172
	Iteration 30F: 3 clusters Score -1383076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 6108 members 
Mstep: Class 4 contains 223152 members 
Mstep: Class 5 contains 103061 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 21688 members 
Mstep: Class 8 contains 139042 members 
Mstep: Class 9 contains 46735 members 
Mstep: Class 10 contains 7830 members 
Mstep: Class 11 contains 4823 members 
Mstep: Class 12 contains 13111 members 
Mstep: Class 13 contains 28739 members 
Mstep: Class 14 contains 313911 members 
Mstep: Class 15 contains 4873 members 
Mstep: Class 16 contains 23716 members 
Mstep: Class 17 contains 226278 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 22483 members 
Mstep: Class 20 contains 21603 members 
Mstep: Class 21 contains 228806 members 
Mstep: Class 22 contains 13395 members 
Mstep: Class 23 contains 67568 members 
Mstep: Class 24 contains 17441 members 
Mstep: Class 25 contains 49831 members 
Mstep: Class 26 contains 3107 members 
Mstep: Class 27 contains 7900 members 
Mstep: Class 28 contains 6574 members 
Mstep: Class 29 contains 10245 members 
Entering Unmasked Estep 
Score: -157654000.000000 Penalty: 103058.085938
Splitting cluster 15 changes total score from -157649072.000000 to -157654000.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (23716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Entering Unmasked Estep 
Score: -2116377.500000 Penalty: 2498.328369
	Iteration 0F: 2 clusters Score -2116378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2099993.000000 Penalty: 4996.656738
	Iteration 0F: 3 clusters Score -2099993 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2106096.000000 Penalty: 4996.656738
	Iteration 1F: 3 clusters Score -2106096 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2107028.750000 Penalty: 4996.656738
	Iteration 2F: 3 clusters Score -2107029 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2108143.500000 Penalty: 4996.656738
	Iteration 3F: 3 clusters Score -2108144 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2109355.500000 Penalty: 4996.656738
	Iteration 4F: 3 clusters Score -2109356 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2110514.750000 Penalty: 4996.656738
	Iteration 5F: 3 clusters Score -2110515 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2111573.250000 Penalty: 4996.656738
	Iteration 6F: 3 clusters Score -2111573 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2112452.750000 Penalty: 4996.656738
	Iteration 7F: 3 clusters Score -2112453 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2113096.250000 Penalty: 4996.656738
	Iteration 8Q: 3 clusters Score -2113096 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2113533.250000 Penalty: 4996.656738
	Iteration 9Q: 3 clusters Score -2113533 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2113820.250000 Penalty: 4996.656738
	Iteration 10Q: 3 clusters Score -2113820 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2114008.750000 Penalty: 4996.656738
	Iteration 11Q: 3 clusters Score -2114009 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2114160.500000 Penalty: 4996.656738
	Iteration 12Q: 3 clusters Score -2114160 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2114251.500000 Penalty: 4996.656738
	Iteration 13Q: 3 clusters Score -2114252 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2114313.500000 Penalty: 4996.656738
	Iteration 14Q: 3 clusters Score -2114314 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2114366.000000 Penalty: 4996.656738
	Iteration 15Q: 3 clusters Score -2114366 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2114412.000000 Penalty: 4996.656738
	Iteration 16Q: 3 clusters Score -2114412 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2114444.000000 Penalty: 4996.656738
	Iteration 17Q: 3 clusters Score -2114444 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2114466.750000 Penalty: 4996.656738
	Iteration 18Q: 3 clusters Score -2114467 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2114474.000000 Penalty: 4996.656738
	Iteration 19Q: 3 clusters Score -2114474 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2114495.250000 Penalty: 4996.656738
	Iteration 20F: 3 clusters Score -2114495 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2114519.750000 Penalty: 4996.656738
	Iteration 21Q: 3 clusters Score -2114520 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2114542.750000 Penalty: 4996.656738
	Iteration 22Q: 3 clusters Score -2114543 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2114559.000000 Penalty: 4996.656738
	Iteration 23Q: 3 clusters Score -2114559 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2114587.750000 Penalty: 4996.656738
	Iteration 24Q: 3 clusters Score -2114588 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2114614.250000 Penalty: 4996.656738
	Iteration 25Q: 3 clusters Score -2114614 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2114631.250000 Penalty: 4996.656738
	Iteration 26Q: 3 clusters Score -2114631 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2114660.000000 Penalty: 4996.656738
	Iteration 27Q: 3 clusters Score -2114660 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2114669.500000 Penalty: 4996.656738
	Iteration 28Q: 3 clusters Score -2114670 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2114688.250000 Penalty: 4996.656738
	Iteration 29Q: 3 clusters Score -2114688 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2114703.750000 Penalty: 4996.656738
	Iteration 30Q: 3 clusters Score -2114704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2114712.750000 Penalty: 4996.656738
	Iteration 31Q: 3 clusters Score -2114713 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2114725.500000 Penalty: 4996.656738
	Iteration 32Q: 3 clusters Score -2114726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2114743.000000 Penalty: 4996.656738
	Iteration 33Q: 3 clusters Score -2114743 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2114756.250000 Penalty: 4996.656738
	Iteration 34Q: 3 clusters Score -2114756 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2114772.250000 Penalty: 4996.656738
	Iteration 35Q: 3 clusters Score -2114772 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2114786.500000 Penalty: 4996.656738
	Iteration 36Q: 3 clusters Score -2114786 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2114805.000000 Penalty: 4996.656738
	Iteration 37Q: 3 clusters Score -2114805 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2114822.000000 Penalty: 4996.656738
	Iteration 38Q: 3 clusters Score -2114822 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2114835.500000 Penalty: 4996.656738
	Iteration 39Q: 3 clusters Score -2114836 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2114850.750000 Penalty: 4996.656738
	Iteration 40F: 3 clusters Score -2114851 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2114872.000000 Penalty: 4996.656738
	Iteration 41Q: 3 clusters Score -2114872 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2114909.500000 Penalty: 4996.656738
	Iteration 42Q: 3 clusters Score -2114910 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2114935.500000 Penalty: 4996.656738
	Iteration 43Q: 3 clusters Score -2114936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2114957.000000 Penalty: 4996.656738
	Iteration 44Q: 3 clusters Score -2114957 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2114980.500000 Penalty: 4996.656738
	Iteration 45Q: 3 clusters Score -2114980 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2114997.500000 Penalty: 4996.656738
	Iteration 46Q: 3 clusters Score -2114998 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2115002.000000 Penalty: 4996.656738
	Iteration 47Q: 3 clusters Score -2115002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2115011.000000 Penalty: 4996.656738
	Iteration 48Q: 3 clusters Score -2115011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2115020.250000 Penalty: 4996.656738
	Iteration 49Q: 3 clusters Score -2115020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2115020.750000 Penalty: 4996.656738
	Iteration 50Q: 3 clusters Score -2115021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2115025.750000 Penalty: 4996.656738
	Iteration 51Q: 3 clusters Score -2115026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2115036.750000 Penalty: 4996.656738
	Iteration 52Q: 3 clusters Score -2115037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2115038.000000 Penalty: 4996.656738
	Iteration 53Q: 3 clusters Score -2115038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2115036.000000 Penalty: 4996.656738
	Iteration 54Q: 3 clusters Score -2115036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2115041.500000 Penalty: 4996.656738
	Iteration 55Q: 3 clusters Score -2115042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2115050.000000 Penalty: 4996.656738
	Iteration 56Q: 3 clusters Score -2115050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2115046.750000 Penalty: 4996.656738
	Iteration 57Q: 3 clusters Score -2115047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2115056.750000 Penalty: 4996.656738
	Iteration 58Q: 3 clusters Score -2115057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2115057.500000 Penalty: 4996.656738
	Iteration 59Q: 3 clusters Score -2115058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2115060.250000 Penalty: 4996.656738
	Iteration 60F: 3 clusters Score -2115060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2115059.500000 Penalty: 4996.656738
	Iteration 61Q: 3 clusters Score -2115060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2115062.750000 Penalty: 4996.656738
	Iteration 62Q: 3 clusters Score -2115063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2115063.750000 Penalty: 4996.656738
	Iteration 63Q: 3 clusters Score -2115064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2115066.000000 Penalty: 4996.656738
	Iteration 64Q: 3 clusters Score -2115066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2115063.250000 Penalty: 4996.656738
	Iteration 65Q: 3 clusters Score -2115063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2115070.500000 Penalty: 4996.656738
	Iteration 66Q: 3 clusters Score -2115070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2115071.500000 Penalty: 4996.656738
	Iteration 67Q: 3 clusters Score -2115072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2115070.500000 Penalty: 4996.656738
	Iteration 68Q: 3 clusters Score -2115070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2115070.750000 Penalty: 4996.656738
	Iteration 69Q: 3 clusters Score -2115071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2115074.500000 Penalty: 4996.656738
	Iteration 70Q: 3 clusters Score -2115074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2115074.250000 Penalty: 4996.656738
	Iteration 71Q: 3 clusters Score -2115074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2115071.000000 Penalty: 4996.656738
	Iteration 72Q: 3 clusters Score -2115071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2115071.000000 Penalty: 4996.656738
	Iteration 73F: 3 clusters Score -2115071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (226278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226278 members 
Entering Unmasked Estep 
Score: -22238330.000000 Penalty: 3057.720703
	Iteration 0F: 2 clusters Score -2.223833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113152 members 
Mstep: Class 2 contains 113126 members 
Entering Unmasked Estep 
Score: -22088458.000000 Penalty: 6115.441406
	Iteration 0F: 3 clusters Score -2.208846e+07 nChanged 109044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113448 members 
Mstep: Class 2 contains 112830 members 
Entering Unmasked Estep 
Score: -22153230.000000 Penalty: 6115.441406
	Iteration 1F: 3 clusters Score -2.215323e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113773 members 
Mstep: Class 2 contains 112505 members 
Entering Unmasked Estep 
Score: -22154456.000000 Penalty: 6115.441406
	Iteration 2Q: 3 clusters Score -2.215446e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114303 members 
Mstep: Class 2 contains 111975 members 
Entering Unmasked Estep 
Score: -22156112.000000 Penalty: 6115.441406
	Iteration 3Q: 3 clusters Score -2.215611e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115323 members 
Mstep: Class 2 contains 110955 members 
Entering Unmasked Estep 
Score: -22157796.000000 Penalty: 6115.441406
	Iteration 4Q: 3 clusters Score -2.21578e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116990 members 
Mstep: Class 2 contains 109288 members 
Entering Unmasked Estep 
Score: -22159912.000000 Penalty: 6115.441406
	Iteration 5Q: 3 clusters Score -2.215991e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119719 members 
Mstep: Class 2 contains 106559 members 
Entering Unmasked Estep 
Score: -22162968.000000 Penalty: 6115.441406
	Iteration 6Q: 3 clusters Score -2.216297e+07 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123754 members 
Mstep: Class 2 contains 102524 members 
Entering Unmasked Estep 
Score: -22167584.000000 Penalty: 6115.441406
	Iteration 7Q: 3 clusters Score -2.216758e+07 nChanged 11859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129373 members 
Mstep: Class 2 contains 96905 members 
Entering Unmasked Estep 
Score: -22174550.000000 Penalty: 6115.441406
	Iteration 8F: 3 clusters Score -2.217455e+07 nChanged 13326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135899 members 
Mstep: Class 2 contains 90379 members 
Entering Unmasked Estep 
Score: -22184422.000000 Penalty: 6115.441406
	Iteration 9F: 3 clusters Score -2.218442e+07 nChanged 13359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141950 members 
Mstep: Class 2 contains 84328 members 
Entering Unmasked Estep 
Score: -22194150.000000 Penalty: 6115.441406
	Iteration 10F: 3 clusters Score -2.219415e+07 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146756 members 
Mstep: Class 2 contains 79522 members 
Entering Unmasked Estep 
Score: -22200202.000000 Penalty: 6115.441406
	Iteration 11Q: 3 clusters Score -2.22002e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150899 members 
Mstep: Class 2 contains 75379 members 
Entering Unmasked Estep 
Score: -22202812.000000 Penalty: 6115.441406
	Iteration 12Q: 3 clusters Score -2.220281e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154925 members 
Mstep: Class 2 contains 71353 members 
Entering Unmasked Estep 
Score: -22204272.000000 Penalty: 6115.441406
	Iteration 13Q: 3 clusters Score -2.220427e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158979 members 
Mstep: Class 2 contains 67299 members 
Entering Unmasked Estep 
Score: -22205464.000000 Penalty: 6115.441406
	Iteration 14Q: 3 clusters Score -2.220546e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163305 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -22206936.000000 Penalty: 6115.441406
	Iteration 15Q: 3 clusters Score -2.220694e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167908 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -22208792.000000 Penalty: 6115.441406
	Iteration 16Q: 3 clusters Score -2.220879e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172653 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -22210614.000000 Penalty: 6115.441406
	Iteration 17Q: 3 clusters Score -2.221061e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177476 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -22212732.000000 Penalty: 6115.441406
	Iteration 18Q: 3 clusters Score -2.221273e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182284 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -22214844.000000 Penalty: 6115.441406
	Iteration 19Q: 3 clusters Score -2.221484e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186946 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -22217216.000000 Penalty: 6115.441406
	Iteration 20F: 3 clusters Score -2.221722e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191563 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -22219538.000000 Penalty: 6115.441406
	Iteration 21Q: 3 clusters Score -2.221954e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195849 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -22221644.000000 Penalty: 6115.441406
	Iteration 22Q: 3 clusters Score -2.222164e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199890 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -22223492.000000 Penalty: 6115.441406
	Iteration 23Q: 3 clusters Score -2.222349e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203556 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -22225374.000000 Penalty: 6115.441406
	Iteration 24Q: 3 clusters Score -2.222537e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206851 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -22226856.000000 Penalty: 6115.441406
	Iteration 25Q: 3 clusters Score -2.222686e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209768 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -22228456.000000 Penalty: 6115.441406
	Iteration 26Q: 3 clusters Score -2.222846e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212286 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -22229776.000000 Penalty: 6115.441406
	Iteration 27Q: 3 clusters Score -2.222978e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214429 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -22230882.000000 Penalty: 6115.441406
	Iteration 28Q: 3 clusters Score -2.223088e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216278 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -22231830.000000 Penalty: 6115.441406
	Iteration 29Q: 3 clusters Score -2.223183e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217843 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -22232660.000000 Penalty: 6115.441406
	Iteration 30Q: 3 clusters Score -2.223266e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219104 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -22233270.000000 Penalty: 6115.441406
	Iteration 31Q: 3 clusters Score -2.223327e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220117 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -22233740.000000 Penalty: 6115.441406
	Iteration 32Q: 3 clusters Score -2.223374e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220986 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -22234254.000000 Penalty: 6115.441406
	Iteration 33Q: 3 clusters Score -2.223425e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221661 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -22234516.000000 Penalty: 6115.441406
	Iteration 34Q: 3 clusters Score -2.223452e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222226 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -22234742.000000 Penalty: 6115.441406
	Iteration 35Q: 3 clusters Score -2.223474e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222651 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -22234938.000000 Penalty: 6115.441406
	Iteration 36Q: 3 clusters Score -2.223494e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223001 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -22235092.000000 Penalty: 6115.441406
	Iteration 37Q: 3 clusters Score -2.223509e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223304 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -22235222.000000 Penalty: 6115.441406
	Iteration 38Q: 3 clusters Score -2.223522e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223529 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -22235344.000000 Penalty: 6115.441406
	Iteration 39Q: 3 clusters Score -2.223534e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223724 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -22235442.000000 Penalty: 6115.441406
	Iteration 40F: 3 clusters Score -2.223544e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223885 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -22235514.000000 Penalty: 6115.441406
	Iteration 41Q: 3 clusters Score -2.223551e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224012 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -22235538.000000 Penalty: 6115.441406
	Iteration 42Q: 3 clusters Score -2.223554e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224103 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -22235538.000000 Penalty: 6115.441406
	Iteration 43Q: 3 clusters Score -2.223554e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224188 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -22235586.000000 Penalty: 6115.441406
	Iteration 44Q: 3 clusters Score -2.223559e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224271 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -22235586.000000 Penalty: 6115.441406
	Iteration 45Q: 3 clusters Score -2.223559e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224333 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -22235618.000000 Penalty: 6115.441406
	Iteration 46Q: 3 clusters Score -2.223562e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224393 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -22235624.000000 Penalty: 6115.441406
	Iteration 47Q: 3 clusters Score -2.223562e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224451 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -22235634.000000 Penalty: 6115.441406
	Iteration 48Q: 3 clusters Score -2.223563e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224503 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -22235682.000000 Penalty: 6115.441406
	Iteration 49Q: 3 clusters Score -2.223568e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224563 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -22235682.000000 Penalty: 6115.441406
	Iteration 50Q: 3 clusters Score -2.223568e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224609 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -22235696.000000 Penalty: 6115.441406
	Iteration 51Q: 3 clusters Score -2.22357e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224650 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -22235708.000000 Penalty: 6115.441406
	Iteration 52Q: 3 clusters Score -2.223571e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224684 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -22235712.000000 Penalty: 6115.441406
	Iteration 53Q: 3 clusters Score -2.223571e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224717 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -22235746.000000 Penalty: 6115.441406
	Iteration 54Q: 3 clusters Score -2.223575e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224738 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -22235752.000000 Penalty: 6115.441406
	Iteration 55Q: 3 clusters Score -2.223575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224757 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -22235760.000000 Penalty: 6115.441406
	Iteration 56Q: 3 clusters Score -2.223576e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224771 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -22235768.000000 Penalty: 6115.441406
	Iteration 57Q: 3 clusters Score -2.223577e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224780 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -22235778.000000 Penalty: 6115.441406
	Iteration 58Q: 3 clusters Score -2.223578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224790 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -22235774.000000 Penalty: 6115.441406
	Iteration 59Q: 3 clusters Score -2.223577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224796 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -22235784.000000 Penalty: 6115.441406
	Iteration 60F: 3 clusters Score -2.223578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224804 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -22235800.000000 Penalty: 6115.441406
	Iteration 61Q: 3 clusters Score -2.22358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224815 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -22235802.000000 Penalty: 6115.441406
	Iteration 62Q: 3 clusters Score -2.22358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224821 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -22235778.000000 Penalty: 6115.441406
	Iteration 63Q: 3 clusters Score -2.223578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224828 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -22235792.000000 Penalty: 6115.441406
	Iteration 64Q: 3 clusters Score -2.223579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224834 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -22235796.000000 Penalty: 6115.441406
	Iteration 65Q: 3 clusters Score -2.22358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224840 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -22235782.000000 Penalty: 6115.441406
	Iteration 66Q: 3 clusters Score -2.223578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224846 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -22235802.000000 Penalty: 6115.441406
	Iteration 67Q: 3 clusters Score -2.22358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224850 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -22235802.000000 Penalty: 6115.441406
	Iteration 68Q: 3 clusters Score -2.22358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224852 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -22235808.000000 Penalty: 6115.441406
	Iteration 69Q: 3 clusters Score -2.223581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224855 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -22235798.000000 Penalty: 6115.441406
	Iteration 70Q: 3 clusters Score -2.22358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224860 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -22235808.000000 Penalty: 6115.441406
	Iteration 71Q: 3 clusters Score -2.223581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224861 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -22235816.000000 Penalty: 6115.441406
	Iteration 72Q: 3 clusters Score -2.223582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224859 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -22235812.000000 Penalty: 6115.441406
	Iteration 73Q: 3 clusters Score -2.223581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224857 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -22235802.000000 Penalty: 6115.441406
	Iteration 74Q: 3 clusters Score -2.22358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224856 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -22235798.000000 Penalty: 6115.441406
	Iteration 75Q: 3 clusters Score -2.22358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224855 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -22235792.000000 Penalty: 6115.441406
	Iteration 76Q: 3 clusters Score -2.223579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224855 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -22235792.000000 Penalty: 6115.441406
	Iteration 77F: 3 clusters Score -2.223579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Entering Unmasked Estep 
Score: -1131336.125000 Penalty: 2319.643555
	Iteration 0F: 2 clusters Score -1131336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1122715.375000 Penalty: 4639.287109
	Iteration 0F: 3 clusters Score -1122715 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1125340.000000 Penalty: 4639.287109
	Iteration 1F: 3 clusters Score -1125340 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1125647.750000 Penalty: 4639.287109
	Iteration 2F: 3 clusters Score -1125648 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1125875.750000 Penalty: 4639.287109
	Iteration 3Q: 3 clusters Score -1125876 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1126046.750000 Penalty: 4639.287109
	Iteration 4Q: 3 clusters Score -1126047 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1126203.250000 Penalty: 4639.287109
	Iteration 5Q: 3 clusters Score -1126203 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1126401.750000 Penalty: 4639.287109
	Iteration 6Q: 3 clusters Score -1126402 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1126628.375000 Penalty: 4639.287109
	Iteration 7Q: 3 clusters Score -1126628 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1126892.500000 Penalty: 4639.287109
	Iteration 8Q: 3 clusters Score -1126892 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1127175.500000 Penalty: 4639.287109
	Iteration 9Q: 3 clusters Score -1127176 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1127458.375000 Penalty: 4639.287109
	Iteration 10Q: 3 clusters Score -1127458 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1127791.250000 Penalty: 4639.287109
	Iteration 11Q: 3 clusters Score -1127791 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1128118.375000 Penalty: 4639.287109
	Iteration 12Q: 3 clusters Score -1128118 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1128399.625000 Penalty: 4639.287109
	Iteration 13Q: 3 clusters Score -1128400 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1128603.125000 Penalty: 4639.287109
	Iteration 14Q: 3 clusters Score -1128603 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1128766.250000 Penalty: 4639.287109
	Iteration 15Q: 3 clusters Score -1128766 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1128887.375000 Penalty: 4639.287109
	Iteration 16Q: 3 clusters Score -1128887 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1128967.500000 Penalty: 4639.287109
	Iteration 17Q: 3 clusters Score -1128968 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1129029.500000 Penalty: 4639.287109
	Iteration 18Q: 3 clusters Score -1129030 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1129100.750000 Penalty: 4639.287109
	Iteration 19Q: 3 clusters Score -1129101 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1129152.625000 Penalty: 4639.287109
	Iteration 20F: 3 clusters Score -1129153 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1129196.250000 Penalty: 4639.287109
	Iteration 21Q: 3 clusters Score -1129196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1129226.000000 Penalty: 4639.287109
	Iteration 22Q: 3 clusters Score -1129226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1129248.000000 Penalty: 4639.287109
	Iteration 23Q: 3 clusters Score -1129248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1129269.125000 Penalty: 4639.287109
	Iteration 24Q: 3 clusters Score -1129269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1129288.625000 Penalty: 4639.287109
	Iteration 25Q: 3 clusters Score -1129289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1129299.750000 Penalty: 4639.287109
	Iteration 26Q: 3 clusters Score -1129300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1129311.125000 Penalty: 4639.287109
	Iteration 27Q: 3 clusters Score -1129311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1129315.625000 Penalty: 4639.287109
	Iteration 28Q: 3 clusters Score -1129316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1129320.125000 Penalty: 4639.287109
	Iteration 29Q: 3 clusters Score -1129320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1129322.125000 Penalty: 4639.287109
	Iteration 30Q: 3 clusters Score -1129322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1129323.875000 Penalty: 4639.287109
	Iteration 31Q: 3 clusters Score -1129324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1129326.125000 Penalty: 4639.287109
	Iteration 32Q: 3 clusters Score -1129326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1129329.125000 Penalty: 4639.287109
	Iteration 33Q: 3 clusters Score -1129329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1129328.750000 Penalty: 4639.287109
	Iteration 34Q: 3 clusters Score -1129329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1129330.875000 Penalty: 4639.287109
	Iteration 35Q: 3 clusters Score -1129331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1129330.875000 Penalty: 4639.287109
	Iteration 36Q: 3 clusters Score -1129331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1129332.625000 Penalty: 4639.287109
	Iteration 37Q: 3 clusters Score -1129333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1129332.625000 Penalty: 4639.287109
	Iteration 38F: 3 clusters Score -1129333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Entering Unmasked Estep 
Score: -2169485.000000 Penalty: 2485.087646
	Iteration 0F: 2 clusters Score -2169485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2153846.750000 Penalty: 4970.175293
	Iteration 0F: 3 clusters Score -2153847 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2159235.250000 Penalty: 4970.175293
	Iteration 1F: 3 clusters Score -2159235 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2159777.500000 Penalty: 4970.175293
	Iteration 2F: 3 clusters Score -2159778 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2160310.250000 Penalty: 4970.175293
	Iteration 3F: 3 clusters Score -2160310 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2160899.250000 Penalty: 4970.175293
	Iteration 4Q: 3 clusters Score -2160899 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2161677.750000 Penalty: 4970.175293
	Iteration 5F: 3 clusters Score -2161678 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2162624.000000 Penalty: 4970.175293
	Iteration 6F: 3 clusters Score -2162624 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2163736.500000 Penalty: 4970.175293
	Iteration 7F: 3 clusters Score -2163736 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2164921.500000 Penalty: 4970.175293
	Iteration 8F: 3 clusters Score -2164922 nChanged 1255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -2165879 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2166462.750000 Penalty: 4970.175293
	Iteration 10Q: 3 clusters Score -2166463 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2166775.250000 Penalty: 4970.175293
	Iteration 11Q: 3 clusters Score -2166775 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2166936.500000 Penalty: 4970.175293
	Iteration 12Q: 3 clusters Score -2166936 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2167088.500000 Penalty: 4970.175293
	Iteration 13Q: 3 clusters Score -2167088 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2167192.250000 Penalty: 4970.175293
	Iteration 14Q: 3 clusters Score -2167192 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2167274.000000 Penalty: 4970.175293
	Iteration 15Q: 3 clusters Score -2167274 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2167359.000000 Penalty: 4970.175293
	Iteration 16Q: 3 clusters Score -2167359 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2167420.500000 Penalty: 4970.175293
	Iteration 17Q: 3 clusters Score -2167420 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2167479.750000 Penalty: 4970.175293
	Iteration 18Q: 3 clusters Score -2167480 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2167531.000000 Penalty: 4970.175293
	Iteration 19Q: 3 clusters Score -2167531 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2167562.500000 Penalty: 4970.175293
	Iteration 20F: 3 clusters Score -2167562 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2167589.500000 Penalty: 4970.175293
	Iteration 21Q: 3 clusters Score -2167590 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2167609.250000 Penalty: 4970.175293
	Iteration 22Q: 3 clusters Score -2167609 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2167623.000000 Penalty: 4970.175293
	Iteration 23Q: 3 clusters Score -2167623 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2167633.250000 Penalty: 4970.175293
	Iteration 24Q: 3 clusters Score -2167633 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2167640.250000 Penalty: 4970.175293
	Iteration 25Q: 3 clusters Score -2167640 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2167657.500000 Penalty: 4970.175293
	Iteration 26Q: 3 clusters Score -2167658 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2167669.250000 Penalty: 4970.175293
	Iteration 27Q: 3 clusters Score -2167669 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2167670.500000 Penalty: 4970.175293
	Iteration 28Q: 3 clusters Score -2167670 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2167680.500000 Penalty: 4970.175293
	Iteration 29Q: 3 clusters Score -2167680 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2167692.500000 Penalty: 4970.175293
	Iteration 30Q: 3 clusters Score -2167692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2167705.000000 Penalty: 4970.175293
	Iteration 31Q: 3 clusters Score -2167705 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2167722.000000 Penalty: 4970.175293
	Iteration 32Q: 3 clusters Score -2167722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2167734.500000 Penalty: 4970.175293
	Iteration 33Q: 3 clusters Score -2167734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2167749.000000 Penalty: 4970.175293
	Iteration 34Q: 3 clusters Score -2167749 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2167742.500000 Penalty: 4970.175293
	Iteration 35Q: 3 clusters Score -2167742 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2167752.750000 Penalty: 4970.175293
	Iteration 36Q: 3 clusters Score -2167753 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2167764.250000 Penalty: 4970.175293
	Iteration 37Q: 3 clusters Score -2167764 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2167784 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2167793 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2167804.000000 Penalty: 4970.175293
	Iteration 40F: 3 clusters Score -2167804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2167819.750000 Penalty: 4970.175293
	Iteration 41Q: 3 clusters Score -2167820 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 13112 members 
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Score: -2167829.500000 Penalty: 4970.175293
	Iteration 42Q: 3 clusters Score -2167830 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2167842.250000 Penalty: 4970.175293
	Iteration 43Q: 3 clusters Score -2167842 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 13232 members 
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Score: -2167857.000000 Penalty: 4970.175293
	Iteration 44Q: 3 clusters Score -2167857 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2167868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 13355 members 
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	Iteration 46Q: 3 clusters Score -2167874 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2167894.250000 Penalty: 4970.175293
	Iteration 47Q: 3 clusters Score -2167894 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2167912.750000 Penalty: 4970.175293
	Iteration 48Q: 3 clusters Score -2167913 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2167938 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 13730 members 
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	Iteration 50Q: 3 clusters Score -2167950 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2167961.250000 Penalty: 4970.175293
	Iteration 51Q: 3 clusters Score -2167961 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2167978.000000 Penalty: 4970.175293
	Iteration 52Q: 3 clusters Score -2167978 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2167988.000000 Penalty: 4970.175293
	Iteration 53Q: 3 clusters Score -2167988 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2168008.500000 Penalty: 4970.175293
	Iteration 54Q: 3 clusters Score -2168008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2168024.500000 Penalty: 4970.175293
	Iteration 55Q: 3 clusters Score -2168024 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2168045.250000 Penalty: 4970.175293
	Iteration 56Q: 3 clusters Score -2168045 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2168055.250000 Penalty: 4970.175293
	Iteration 57Q: 3 clusters Score -2168055 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2168068 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 14422 members 
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Score: -2168082.500000 Penalty: 4970.175293
	Iteration 59Q: 3 clusters Score -2168082 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2168101.750000 Penalty: 4970.175293
	Iteration 60F: 3 clusters Score -2168102 nChanged 106
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Mstep: Class 1 contains 7852 members 
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Score: -2168137.750000 Penalty: 4970.175293
	Iteration 61Q: 3 clusters Score -2168138 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
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Entering Unmasked Estep 
Score: -2168171.000000 Penalty: 4970.175293
	Iteration 62Q: 3 clusters Score -2168171 nChanged 103
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Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2168197.750000 Penalty: 4970.175293
	Iteration 63Q: 3 clusters Score -2168198 nChanged 96
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Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2168220.250000 Penalty: 4970.175293
	Iteration 64Q: 3 clusters Score -2168220 nChanged 102
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Mstep: Class 1 contains 7453 members 
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Entering Unmasked Estep 
Score: -2168244.250000 Penalty: 4970.175293
	Iteration 65Q: 3 clusters Score -2168244 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2168261.000000 Penalty: 4970.175293
	Iteration 66Q: 3 clusters Score -2168261 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2168288.750000 Penalty: 4970.175293
	Iteration 67Q: 3 clusters Score -2168289 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2168313.250000 Penalty: 4970.175293
	Iteration 68Q: 3 clusters Score -2168313 nChanged 106
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Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2168343.000000 Penalty: 4970.175293
	Iteration 69Q: 3 clusters Score -2168343 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2168362.500000 Penalty: 4970.175293
	Iteration 70Q: 3 clusters Score -2168362 nChanged 89
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Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2168397.750000 Penalty: 4970.175293
	Iteration 71Q: 3 clusters Score -2168398 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2168417.500000 Penalty: 4970.175293
	Iteration 72Q: 3 clusters Score -2168418 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2168441.250000 Penalty: 4970.175293
	Iteration 73Q: 3 clusters Score -2168441 nChanged 86
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Mstep: Class 1 contains 6639 members 
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Entering Unmasked Estep 
Score: -2168471.500000 Penalty: 4970.175293
	Iteration 74Q: 3 clusters Score -2168472 nChanged 98
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Mstep: Class 1 contains 6541 members 
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Entering Unmasked Estep 
Score: -2168504.500000 Penalty: 4970.175293
	Iteration 75Q: 3 clusters Score -2168504 nChanged 91
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Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 16033 members 
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Score: -2168528.500000 Penalty: 4970.175293
	Iteration 76Q: 3 clusters Score -2168528 nChanged 86
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Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2168548 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2168576.250000 Penalty: 4970.175293
	Iteration 78Q: 3 clusters Score -2168576 nChanged 73
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Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2168592.250000 Penalty: 4970.175293
	Iteration 79Q: 3 clusters Score -2168592 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2168609.000000 Penalty: 4970.175293
	Iteration 80F: 3 clusters Score -2168609 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 16401 members 
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	Iteration 81Q: 3 clusters Score -2168628 nChanged 77
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Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2168643.250000 Penalty: 4970.175293
	Iteration 82Q: 3 clusters Score -2168643 nChanged 66
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Mstep: Class 1 contains 5941 members 
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Entering Unmasked Estep 
Score: -2168656.500000 Penalty: 4970.175293
	Iteration 83Q: 3 clusters Score -2168656 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 16612 members 
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Score: -2168678.000000 Penalty: 4970.175293
	Iteration 84Q: 3 clusters Score -2168678 nChanged 74
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Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2168695.250000 Penalty: 4970.175293
	Iteration 85Q: 3 clusters Score -2168695 nChanged 63
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Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2168711.500000 Penalty: 4970.175293
	Iteration 86Q: 3 clusters Score -2168712 nChanged 48
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Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2168723.000000 Penalty: 4970.175293
	Iteration 87Q: 3 clusters Score -2168723 nChanged 40
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Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 16833 members 
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	Iteration 88Q: 3 clusters Score -2168724 nChanged 36
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Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2168734 nChanged 28
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Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2168735.250000 Penalty: 4970.175293
	Iteration 90Q: 3 clusters Score -2168735 nChanged 28
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Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2168736 nChanged 23
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Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2168738.750000 Penalty: 4970.175293
	Iteration 92Q: 3 clusters Score -2168739 nChanged 23
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Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2168749 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2168759.000000 Penalty: 4970.175293
	Iteration 94Q: 3 clusters Score -2168759 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2168750.500000 Penalty: 4970.175293
	Iteration 95Q: 3 clusters Score -2168750 nChanged 20
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Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2168752.750000 Penalty: 4970.175293
	Iteration 96Q: 3 clusters Score -2168753 nChanged 21
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Mstep: Class 1 contains 5428 members 
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Entering Unmasked Estep 
Score: -2168756.750000 Penalty: 4970.175293
	Iteration 97Q: 3 clusters Score -2168757 nChanged 17
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Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2168754 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2168756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2168757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2168756 nChanged 8
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Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2168756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2168756.250000 Penalty: 4970.175293
	Iteration 103Q: 3 clusters Score -2168756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2168754.750000 Penalty: 4970.175293
	Iteration 104Q: 3 clusters Score -2168755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2168757.250000 Penalty: 4970.175293
	Iteration 105Q: 3 clusters Score -2168757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2168754.750000 Penalty: 4970.175293
	Iteration 106Q: 3 clusters Score -2168755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2168754.250000 Penalty: 4970.175293
	Iteration 107Q: 3 clusters Score -2168754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2168757.000000 Penalty: 4970.175293
	Iteration 108Q: 3 clusters Score -2168757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2168757.000000 Penalty: 4970.175293
	Iteration 109F: 3 clusters Score -2168757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Entering Unmasked Estep 
Score: -2015443.875000 Penalty: 2475.185547
	Iteration 0F: 2 clusters Score -2015444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2000342.625000 Penalty: 4950.371094
	Iteration 0F: 3 clusters Score -2000343 nChanged 9655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2006231.500000 Penalty: 4950.371094
	Iteration 1F: 3 clusters Score -2006232 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2007676.375000 Penalty: 4950.371094
	Iteration 2F: 3 clusters Score -2007676 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2009596.625000 Penalty: 4950.371094
	Iteration 3F: 3 clusters Score -2009597 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2011623.125000 Penalty: 4950.371094
	Iteration 4F: 3 clusters Score -2011623 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2013072.250000 Penalty: 4950.371094
	Iteration 5F: 3 clusters Score -2013072 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2013950.875000 Penalty: 4950.371094
	Iteration 6F: 3 clusters Score -2013951 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2014402.625000 Penalty: 4950.371094
	Iteration 7Q: 3 clusters Score -2014403 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2014583.625000 Penalty: 4950.371094
	Iteration 8Q: 3 clusters Score -2014584 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2014656.625000 Penalty: 4950.371094
	Iteration 9Q: 3 clusters Score -2014657 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2014705.000000 Penalty: 4950.371094
	Iteration 10Q: 3 clusters Score -2014705 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2014719.125000 Penalty: 4950.371094
	Iteration 11Q: 3 clusters Score -2014719 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2014741.125000 Penalty: 4950.371094
	Iteration 12Q: 3 clusters Score -2014741 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2014754.000000 Penalty: 4950.371094
	Iteration 13Q: 3 clusters Score -2014754 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2014759.250000 Penalty: 4950.371094
	Iteration 14Q: 3 clusters Score -2014759 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2014761.625000 Penalty: 4950.371094
	Iteration 15Q: 3 clusters Score -2014762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2014765.375000 Penalty: 4950.371094
	Iteration 16Q: 3 clusters Score -2014765 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2014769.375000 Penalty: 4950.371094
	Iteration 17Q: 3 clusters Score -2014769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2014769.750000 Penalty: 4950.371094
	Iteration 18Q: 3 clusters Score -2014770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2014776.875000 Penalty: 4950.371094
	Iteration 19Q: 3 clusters Score -2014777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2014776.375000 Penalty: 4950.371094
	Iteration 20F: 3 clusters Score -2014776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2014782.875000 Penalty: 4950.371094
	Iteration 21Q: 3 clusters Score -2014783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2014784.625000 Penalty: 4950.371094
	Iteration 22Q: 3 clusters Score -2014785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2014781.250000 Penalty: 4950.371094
	Iteration 23Q: 3 clusters Score -2014781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2014779.250000 Penalty: 4950.371094
	Iteration 24Q: 3 clusters Score -2014779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2014777.125000 Penalty: 4950.371094
	Iteration 25Q: 3 clusters Score -2014777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2014777.250000 Penalty: 4950.371094
	Iteration 26Q: 3 clusters Score -2014777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2014786.625000 Penalty: 4950.371094
	Iteration 27Q: 3 clusters Score -2014787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2014789.750000 Penalty: 4950.371094
	Iteration 28Q: 3 clusters Score -2014790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2014786.000000 Penalty: 4950.371094
	Iteration 29Q: 3 clusters Score -2014786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2014787.125000 Penalty: 4950.371094
	Iteration 30Q: 3 clusters Score -2014787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2014787.250000 Penalty: 4950.371094
	Iteration 31Q: 3 clusters Score -2014787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2014786.000000 Penalty: 4950.371094
	Iteration 32Q: 3 clusters Score -2014786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2014782.750000 Penalty: 4950.371094
	Iteration 33Q: 3 clusters Score -2014783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2014787.750000 Penalty: 4950.371094
	Iteration 34Q: 3 clusters Score -2014788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2014788.250000 Penalty: 4950.371094
	Iteration 35Q: 3 clusters Score -2014788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2014787.625000 Penalty: 4950.371094
	Iteration 36Q: 3 clusters Score -2014788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2014787.625000 Penalty: 4950.371094
	Iteration 37Q: 3 clusters Score -2014788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2014785.500000 Penalty: 4950.371094
	Iteration 38Q: 3 clusters Score -2014786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2014781.875000 Penalty: 4950.371094
	Iteration 39Q: 3 clusters Score -2014782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2014784.875000 Penalty: 4950.371094
	Iteration 40F: 3 clusters Score -2014785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2014783.250000 Penalty: 4950.371094
	Iteration 41Q: 3 clusters Score -2014783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2014783.500000 Penalty: 4950.371094
	Iteration 42Q: 3 clusters Score -2014784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2014783.500000 Penalty: 4950.371094
	Iteration 43F: 3 clusters Score -2014784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (228806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228806 members 
Entering Unmasked Estep 
Score: -22522698.000000 Penalty: 3060.476074
	Iteration 0F: 2 clusters Score -2.25227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114249 members 
Mstep: Class 2 contains 114557 members 
Entering Unmasked Estep 
Score: -22370042.000000 Penalty: 6120.952148
	Iteration 0F: 3 clusters Score -2.237004e+07 nChanged 110062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110793 members 
Mstep: Class 2 contains 118013 members 
Entering Unmasked Estep 
Score: -22434214.000000 Penalty: 6120.952148
	Iteration 1F: 3 clusters Score -2.243421e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108534 members 
Mstep: Class 2 contains 120272 members 
Entering Unmasked Estep 
Score: -22435574.000000 Penalty: 6120.952148
	Iteration 2Q: 3 clusters Score -2.243557e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104986 members 
Mstep: Class 2 contains 123820 members 
Entering Unmasked Estep 
Score: -22437232.000000 Penalty: 6120.952148
	Iteration 3Q: 3 clusters Score -2.243723e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99359 members 
Mstep: Class 2 contains 129447 members 
Entering Unmasked Estep 
Score: -22439756.000000 Penalty: 6120.952148
	Iteration 4Q: 3 clusters Score -2.243976e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 138143 members 
Entering Unmasked Estep 
Score: -22443776.000000 Penalty: 6120.952148
	Iteration 5Q: 3 clusters Score -2.244378e+07 nChanged 13148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77967 members 
Mstep: Class 2 contains 150839 members 
Entering Unmasked Estep 
Score: -22451052.000000 Penalty: 6120.952148
	Iteration 6F: 3 clusters Score -2.245105e+07 nChanged 17518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 168259 members 
Entering Unmasked Estep 
Score: -22464012.000000 Penalty: 6120.952148
	Iteration 7F: 3 clusters Score -2.246401e+07 nChanged 20898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 189143 members 
Entering Unmasked Estep 
Score: -22482700.000000 Penalty: 6120.952148
	Iteration 8F: 3 clusters Score -2.24827e+07 nChanged 19213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 208348 members 
Entering Unmasked Estep 
Score: -22501514.000000 Penalty: 6120.952148
	Iteration 9F: 3 clusters Score -2.250151e+07 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 220450 members 
Entering Unmasked Estep 
Score: -22513392.000000 Penalty: 6120.952148
	Iteration 10F: 3 clusters Score -2.251339e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 225585 members 
Entering Unmasked Estep 
Score: -22518212.000000 Penalty: 6120.952148
	Iteration 11Q: 3 clusters Score -2.251821e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 227216 members 
Entering Unmasked Estep 
Score: -22519690.000000 Penalty: 6120.952148
	Iteration 12Q: 3 clusters Score -2.251969e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 227665 members 
Entering Unmasked Estep 
Score: -22520056.000000 Penalty: 6120.952148
	Iteration 13Q: 3 clusters Score -2.252006e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 227848 members 
Entering Unmasked Estep 
Score: -22520240.000000 Penalty: 6120.952148
	Iteration 14Q: 3 clusters Score -2.252024e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 227922 members 
Entering Unmasked Estep 
Score: -22520352.000000 Penalty: 6120.952148
	Iteration 15Q: 3 clusters Score -2.252035e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 227966 members 
Entering Unmasked Estep 
Score: -22520432.000000 Penalty: 6120.952148
	Iteration 16Q: 3 clusters Score -2.252043e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 227998 members 
Entering Unmasked Estep 
Score: -22520486.000000 Penalty: 6120.952148
	Iteration 17Q: 3 clusters Score -2.252049e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 228028 members 
Entering Unmasked Estep 
Score: -22520560.000000 Penalty: 6120.952148
	Iteration 18Q: 3 clusters Score -2.252056e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 228042 members 
Entering Unmasked Estep 
Score: -22520602.000000 Penalty: 6120.952148
	Iteration 19Q: 3 clusters Score -2.25206e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 228045 members 
Entering Unmasked Estep 
Score: -22520672.000000 Penalty: 6120.952148
	Iteration 20F: 3 clusters Score -2.252067e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 228051 members 
Entering Unmasked Estep 
Score: -22520738.000000 Penalty: 6120.952148
	Iteration 21Q: 3 clusters Score -2.252074e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 228048 members 
Entering Unmasked Estep 
Score: -22520760.000000 Penalty: 6120.952148
	Iteration 22Q: 3 clusters Score -2.252076e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 228052 members 
Entering Unmasked Estep 
Score: -22520820.000000 Penalty: 6120.952148
	Iteration 23Q: 3 clusters Score -2.252082e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 228052 members 
Entering Unmasked Estep 
Score: -22520858.000000 Penalty: 6120.952148
	Iteration 24Q: 3 clusters Score -2.252086e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 228043 members 
Entering Unmasked Estep 
Score: -22520956.000000 Penalty: 6120.952148
	Iteration 25Q: 3 clusters Score -2.252096e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 228017 members 
Entering Unmasked Estep 
Score: -22521126.000000 Penalty: 6120.952148
	Iteration 26Q: 3 clusters Score -2.252113e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 227974 members 
Entering Unmasked Estep 
Score: -22521266.000000 Penalty: 6120.952148
	Iteration 27Q: 3 clusters Score -2.252127e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 227908 members 
Entering Unmasked Estep 
Score: -22521410.000000 Penalty: 6120.952148
	Iteration 28Q: 3 clusters Score -2.252141e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 227843 members 
Entering Unmasked Estep 
Score: -22521504.000000 Penalty: 6120.952148
	Iteration 29Q: 3 clusters Score -2.25215e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 227796 members 
Entering Unmasked Estep 
Score: -22521532.000000 Penalty: 6120.952148
	Iteration 30Q: 3 clusters Score -2.252153e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 227766 members 
Entering Unmasked Estep 
Score: -22521560.000000 Penalty: 6120.952148
	Iteration 31Q: 3 clusters Score -2.252156e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 227738 members 
Entering Unmasked Estep 
Score: -22521594.000000 Penalty: 6120.952148
	Iteration 32Q: 3 clusters Score -2.252159e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 227720 members 
Entering Unmasked Estep 
Score: -22521612.000000 Penalty: 6120.952148
	Iteration 33Q: 3 clusters Score -2.252161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 227712 members 
Entering Unmasked Estep 
Score: -22521618.000000 Penalty: 6120.952148
	Iteration 34Q: 3 clusters Score -2.252162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 227709 members 
Entering Unmasked Estep 
Score: -22521606.000000 Penalty: 6120.952148
	Iteration 35Q: 3 clusters Score -2.252161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 227707 members 
Entering Unmasked Estep 
Score: -22521618.000000 Penalty: 6120.952148
	Iteration 36Q: 3 clusters Score -2.252162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 227707 members 
Entering Unmasked Estep 
Score: -22521640.000000 Penalty: 6120.952148
	Iteration 37F: 3 clusters Score -2.252164e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 227682 members 
Entering Unmasked Estep 
Score: -22521666.000000 Penalty: 6120.952148
	Iteration 38Q: 3 clusters Score -2.252167e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 227657 members 
Entering Unmasked Estep 
Score: -22521690.000000 Penalty: 6120.952148
	Iteration 39Q: 3 clusters Score -2.252169e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 227638 members 
Entering Unmasked Estep 
Score: -22521690.000000 Penalty: 6120.952148
	Iteration 40F: 3 clusters Score -2.252169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 227625 members 
Entering Unmasked Estep 
Score: -22521696.000000 Penalty: 6120.952148
	Iteration 41Q: 3 clusters Score -2.25217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 227614 members 
Entering Unmasked Estep 
Score: -22521702.000000 Penalty: 6120.952148
	Iteration 42Q: 3 clusters Score -2.25217e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 227596 members 
Entering Unmasked Estep 
Score: -22521690.000000 Penalty: 6120.952148
	Iteration 43Q: 3 clusters Score -2.252169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 227582 members 
Entering Unmasked Estep 
Score: -22521726.000000 Penalty: 6120.952148
	Iteration 44Q: 3 clusters Score -2.252173e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 227571 members 
Entering Unmasked Estep 
Score: -22521732.000000 Penalty: 6120.952148
	Iteration 45Q: 3 clusters Score -2.252173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 227561 members 
Entering Unmasked Estep 
Score: -22521744.000000 Penalty: 6120.952148
	Iteration 46Q: 3 clusters Score -2.252174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 227546 members 
Entering Unmasked Estep 
Score: -22521728.000000 Penalty: 6120.952148
	Iteration 47Q: 3 clusters Score -2.252173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 227536 members 
Entering Unmasked Estep 
Score: -22521736.000000 Penalty: 6120.952148
	Iteration 48Q: 3 clusters Score -2.252174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 227530 members 
Entering Unmasked Estep 
Score: -22521730.000000 Penalty: 6120.952148
	Iteration 49Q: 3 clusters Score -2.252173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 227525 members 
Entering Unmasked Estep 
Score: -22521720.000000 Penalty: 6120.952148
	Iteration 50Q: 3 clusters Score -2.252172e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 227514 members 
Entering Unmasked Estep 
Score: -22521752.000000 Penalty: 6120.952148
	Iteration 51Q: 3 clusters Score -2.252175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 227505 members 
Entering Unmasked Estep 
Score: -22521736.000000 Penalty: 6120.952148
	Iteration 52Q: 3 clusters Score -2.252174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 227500 members 
Entering Unmasked Estep 
Score: -22521730.000000 Penalty: 6120.952148
	Iteration 53Q: 3 clusters Score -2.252173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 227499 members 
Entering Unmasked Estep 
Score: -22521732.000000 Penalty: 6120.952148
	Iteration 54Q: 3 clusters Score -2.252173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 227499 members 
Entering Unmasked Estep 
Score: -22521732.000000 Penalty: 6120.952148
	Iteration 55F: 3 clusters Score -2.252173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Entering Unmasked Estep 
Score: -1260563.250000 Penalty: 2356.654053
	Iteration 0F: 2 clusters Score -1260563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1250735.750000 Penalty: 4713.308105
	Iteration 0F: 3 clusters Score -1250736 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1253873.625000 Penalty: 4713.308105
	Iteration 1F: 3 clusters Score -1253874 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1254457.000000 Penalty: 4713.308105
	Iteration 2F: 3 clusters Score -1254457 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1255049.625000 Penalty: 4713.308105
	Iteration 3F: 3 clusters Score -1255050 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1255733.875000 Penalty: 4713.308105
	Iteration 4F: 3 clusters Score -1255734 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1256501.000000 Penalty: 4713.308105
	Iteration 5F: 3 clusters Score -1256501 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1257246.000000 Penalty: 4713.308105
	Iteration 6F: 3 clusters Score -1257246 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1257921.750000 Penalty: 4713.308105
	Iteration 7F: 3 clusters Score -1257922 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1258567.875000 Penalty: 4713.308105
	Iteration 8F: 3 clusters Score -1258568 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1259040.000000 Penalty: 4713.308105
	Iteration 9F: 3 clusters Score -1259040 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1259377.000000 Penalty: 4713.308105
	Iteration 10Q: 3 clusters Score -1259377 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1259637.125000 Penalty: 4713.308105
	Iteration 11Q: 3 clusters Score -1259637 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1259854.375000 Penalty: 4713.308105
	Iteration 12Q: 3 clusters Score -1259854 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1259998.125000 Penalty: 4713.308105
	Iteration 13Q: 3 clusters Score -1259998 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1260095.500000 Penalty: 4713.308105
	Iteration 14Q: 3 clusters Score -1260096 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1260169.875000 Penalty: 4713.308105
	Iteration 15Q: 3 clusters Score -1260170 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1260222.000000 Penalty: 4713.308105
	Iteration 16Q: 3 clusters Score -1260222 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1260254.500000 Penalty: 4713.308105
	Iteration 17Q: 3 clusters Score -1260254 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1260286.625000 Penalty: 4713.308105
	Iteration 18Q: 3 clusters Score -1260287 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1260304.000000 Penalty: 4713.308105
	Iteration 19Q: 3 clusters Score -1260304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1260317.375000 Penalty: 4713.308105
	Iteration 20F: 3 clusters Score -1260317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1260331.000000 Penalty: 4713.308105
	Iteration 21Q: 3 clusters Score -1260331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1260342.500000 Penalty: 4713.308105
	Iteration 22Q: 3 clusters Score -1260342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1260350.125000 Penalty: 4713.308105
	Iteration 23Q: 3 clusters Score -1260350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1260359.500000 Penalty: 4713.308105
	Iteration 24Q: 3 clusters Score -1260360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1260369.000000 Penalty: 4713.308105
	Iteration 25Q: 3 clusters Score -1260369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1260378.875000 Penalty: 4713.308105
	Iteration 26Q: 3 clusters Score -1260379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1260388.500000 Penalty: 4713.308105
	Iteration 27Q: 3 clusters Score -1260388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1260397.375000 Penalty: 4713.308105
	Iteration 28Q: 3 clusters Score -1260397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1260398.500000 Penalty: 4713.308105
	Iteration 29Q: 3 clusters Score -1260398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1260396.750000 Penalty: 4713.308105
	Iteration 30Q: 3 clusters Score -1260397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1260398.250000 Penalty: 4713.308105
	Iteration 31Q: 3 clusters Score -1260398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1260399.750000 Penalty: 4713.308105
	Iteration 32Q: 3 clusters Score -1260400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1260401.750000 Penalty: 4713.308105
	Iteration 33Q: 3 clusters Score -1260402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1260402.500000 Penalty: 4713.308105
	Iteration 34Q: 3 clusters Score -1260402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1260402.375000 Penalty: 4713.308105
	Iteration 35Q: 3 clusters Score -1260402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1260402.375000 Penalty: 4713.308105
	Iteration 36F: 3 clusters Score -1260402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (67568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67568 members 
Entering Unmasked Estep 
Score: -6540466.500000 Penalty: 2757.980713
	Iteration 0F: 2 clusters Score -6540466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -6495350.500000 Penalty: 5515.961426
	Iteration 0F: 3 clusters Score -6495350 nChanged 31457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -6514142.500000 Penalty: 5515.961426
	Iteration 1F: 3 clusters Score -6514142 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -6516364.500000 Penalty: 5515.961426
	Iteration 2F: 3 clusters Score -6516364 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -6519231.500000 Penalty: 5515.961426
	Iteration 3F: 3 clusters Score -6519232 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -6522393.500000 Penalty: 5515.961426
	Iteration 4F: 3 clusters Score -6522394 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -6525185.000000 Penalty: 5515.961426
	Iteration 5F: 3 clusters Score -6525185 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -6527260.500000 Penalty: 5515.961426
	Iteration 6F: 3 clusters Score -6527260 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -6528948.500000 Penalty: 5515.961426
	Iteration 7Q: 3 clusters Score -6528948 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -6530305.000000 Penalty: 5515.961426
	Iteration 8Q: 3 clusters Score -6530305 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -6531590.000000 Penalty: 5515.961426
	Iteration 9Q: 3 clusters Score -6531590 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -6532779.500000 Penalty: 5515.961426
	Iteration 10Q: 3 clusters Score -6532780 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -6533905.000000 Penalty: 5515.961426
	Iteration 11Q: 3 clusters Score -6533905 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -6534958.000000 Penalty: 5515.961426
	Iteration 12Q: 3 clusters Score -6534958 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -6535975.500000 Penalty: 5515.961426
	Iteration 13Q: 3 clusters Score -6535976 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -6536822.000000 Penalty: 5515.961426
	Iteration 14Q: 3 clusters Score -6536822 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 64576 members 
Entering Unmasked Estep 
Score: -6537424.500000 Penalty: 5515.961426
	Iteration 15Q: 3 clusters Score -6537424 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -6537935.500000 Penalty: 5515.961426
	Iteration 16Q: 3 clusters Score -6537936 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -6538351.000000 Penalty: 5515.961426
	Iteration 17Q: 3 clusters Score -6538351 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -6538591.000000 Penalty: 5515.961426
	Iteration 18Q: 3 clusters Score -6538591 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 65890 members 
Entering Unmasked Estep 
Score: -6538752.000000 Penalty: 5515.961426
	Iteration 19Q: 3 clusters Score -6538752 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
Score: -6538869.500000 Penalty: 5515.961426
	Iteration 20F: 3 clusters Score -6538870 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -6538982.000000 Penalty: 5515.961426
	Iteration 21Q: 3 clusters Score -6538982 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -6539105.000000 Penalty: 5515.961426
	Iteration 22Q: 3 clusters Score -6539105 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -6539282.000000 Penalty: 5515.961426
	Iteration 23Q: 3 clusters Score -6539282 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 66041 members 
Entering Unmasked Estep 
Score: -6539429.000000 Penalty: 5515.961426
	Iteration 24Q: 3 clusters Score -6539429 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 66018 members 
Entering Unmasked Estep 
Score: -6539483.000000 Penalty: 5515.961426
	Iteration 25Q: 3 clusters Score -6539483 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -6539514.000000 Penalty: 5515.961426
	Iteration 26Q: 3 clusters Score -6539514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
Score: -6539531.500000 Penalty: 5515.961426
	Iteration 27Q: 3 clusters Score -6539532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -6539534.500000 Penalty: 5515.961426
	Iteration 28Q: 3 clusters Score -6539534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 65941 members 
Entering Unmasked Estep 
Score: -6539553.000000 Penalty: 5515.961426
	Iteration 29Q: 3 clusters Score -6539553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
Score: -6539560.500000 Penalty: 5515.961426
	Iteration 30Q: 3 clusters Score -6539560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 65908 members 
Entering Unmasked Estep 
Score: -6539553.500000 Penalty: 5515.961426
	Iteration 31Q: 3 clusters Score -6539554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 65900 members 
Entering Unmasked Estep 
Score: -6539559.500000 Penalty: 5515.961426
	Iteration 32Q: 3 clusters Score -6539560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 65890 members 
Entering Unmasked Estep 
Score: -6539557.500000 Penalty: 5515.961426
	Iteration 33Q: 3 clusters Score -6539558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 65879 members 
Entering Unmasked Estep 
Score: -6539562.500000 Penalty: 5515.961426
	Iteration 34Q: 3 clusters Score -6539562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 65871 members 
Entering Unmasked Estep 
Score: -6539569.000000 Penalty: 5515.961426
	Iteration 35Q: 3 clusters Score -6539569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -6539565.000000 Penalty: 5515.961426
	Iteration 36Q: 3 clusters Score -6539565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -6539566.000000 Penalty: 5515.961426
	Iteration 37Q: 3 clusters Score -6539566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 65850 members 
Entering Unmasked Estep 
Score: -6539567.500000 Penalty: 5515.961426
	Iteration 38Q: 3 clusters Score -6539568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -6539565.000000 Penalty: 5515.961426
	Iteration 39Q: 3 clusters Score -6539565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -6539558.000000 Penalty: 5515.961426
	Iteration 40F: 3 clusters Score -6539558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -6539567.500000 Penalty: 5515.961426
	Iteration 41Q: 3 clusters Score -6539568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 65836 members 
Entering Unmasked Estep 
Score: -6539571.000000 Penalty: 5515.961426
	Iteration 42Q: 3 clusters Score -6539571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 65834 members 
Entering Unmasked Estep 
Score: -6539571.000000 Penalty: 5515.961426
	Iteration 43Q: 3 clusters Score -6539571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 65831 members 
Entering Unmasked Estep 
Score: -6539574.000000 Penalty: 5515.961426
	Iteration 44Q: 3 clusters Score -6539574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 65829 members 
Entering Unmasked Estep 
Score: -6539577.500000 Penalty: 5515.961426
	Iteration 45Q: 3 clusters Score -6539578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -6539572.500000 Penalty: 5515.961426
	Iteration 46Q: 3 clusters Score -6539572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -6539573.500000 Penalty: 5515.961426
	Iteration 47Q: 3 clusters Score -6539574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -6539573.000000 Penalty: 5515.961426
	Iteration 48Q: 3 clusters Score -6539573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -6539573.000000 Penalty: 5515.961426
	Iteration 49Q: 3 clusters Score -6539573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 65823 members 
Entering Unmasked Estep 
Score: -6539573.500000 Penalty: 5515.961426
	Iteration 50Q: 3 clusters Score -6539574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 65823 members 
Entering Unmasked Estep 
Score: -6539573.500000 Penalty: 5515.961426
	Iteration 51F: 3 clusters Score -6539574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Entering Unmasked Estep 
Score: -1626345.500000 Penalty: 2422.111572
	Iteration 0F: 2 clusters Score -1626346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1614032.000000 Penalty: 4844.223145
	Iteration 0F: 3 clusters Score -1614032 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1618060.375000 Penalty: 4844.223145
	Iteration 1F: 3 clusters Score -1618060 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1618594.375000 Penalty: 4844.223145
	Iteration 2F: 3 clusters Score -1618594 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1619187.500000 Penalty: 4844.223145
	Iteration 3F: 3 clusters Score -1619188 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1619923.625000 Penalty: 4844.223145
	Iteration 4F: 3 clusters Score -1619924 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1620692.500000 Penalty: 4844.223145
	Iteration 5F: 3 clusters Score -1620692 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1621590.625000 Penalty: 4844.223145
	Iteration 6F: 3 clusters Score -1621591 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1622571.375000 Penalty: 4844.223145
	Iteration 7F: 3 clusters Score -1622571 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1623496.875000 Penalty: 4844.223145
	Iteration 8F: 3 clusters Score -1623497 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1624164.625000 Penalty: 4844.223145
	Iteration 9Q: 3 clusters Score -1624165 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1624597.625000 Penalty: 4844.223145
	Iteration 10Q: 3 clusters Score -1624598 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1624881.125000 Penalty: 4844.223145
	Iteration 11Q: 3 clusters Score -1624881 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1625069.750000 Penalty: 4844.223145
	Iteration 12Q: 3 clusters Score -1625070 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1625214.250000 Penalty: 4844.223145
	Iteration 13Q: 3 clusters Score -1625214 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1625316.125000 Penalty: 4844.223145
	Iteration 14Q: 3 clusters Score -1625316 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1625382.000000 Penalty: 4844.223145
	Iteration 15Q: 3 clusters Score -1625382 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1625420.000000 Penalty: 4844.223145
	Iteration 16Q: 3 clusters Score -1625420 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1625439.375000 Penalty: 4844.223145
	Iteration 17Q: 3 clusters Score -1625439 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1625453.000000 Penalty: 4844.223145
	Iteration 18Q: 3 clusters Score -1625453 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1625468.375000 Penalty: 4844.223145
	Iteration 19Q: 3 clusters Score -1625468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1625473.250000 Penalty: 4844.223145
	Iteration 20F: 3 clusters Score -1625473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1625477.875000 Penalty: 4844.223145
	Iteration 21Q: 3 clusters Score -1625478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1625486.500000 Penalty: 4844.223145
	Iteration 22Q: 3 clusters Score -1625486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1625490.500000 Penalty: 4844.223145
	Iteration 23Q: 3 clusters Score -1625490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1625492.750000 Penalty: 4844.223145
	Iteration 24Q: 3 clusters Score -1625493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1625494.250000 Penalty: 4844.223145
	Iteration 25Q: 3 clusters Score -1625494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1625496.750000 Penalty: 4844.223145
	Iteration 26Q: 3 clusters Score -1625497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1625493.125000 Penalty: 4844.223145
	Iteration 27Q: 3 clusters Score -1625493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1625492.875000 Penalty: 4844.223145
	Iteration 28Q: 3 clusters Score -1625493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1625493.875000 Penalty: 4844.223145
	Iteration 29Q: 3 clusters Score -1625494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1625495.750000 Penalty: 4844.223145
	Iteration 30Q: 3 clusters Score -1625496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1625495.250000 Penalty: 4844.223145
	Iteration 31Q: 3 clusters Score -1625495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1625495.250000 Penalty: 4844.223145
	Iteration 32F: 3 clusters Score -1625495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (49831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Entering Unmasked Estep 
Score: -4401428.000000 Penalty: 2682.465332
	Iteration 0F: 2 clusters Score -4401428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -4367658.500000 Penalty: 5364.930664
	Iteration 0F: 3 clusters Score -4367658 nChanged 23062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -4380898.000000 Penalty: 5364.930664
	Iteration 1F: 3 clusters Score -4380898 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -4381900.500000 Penalty: 5364.930664
	Iteration 2Q: 3 clusters Score -4381900 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -4383799.500000 Penalty: 5364.930664
	Iteration 3F: 3 clusters Score -4383800 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -4386894.000000 Penalty: 5364.930664
	Iteration 4F: 3 clusters Score -4386894 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -4390733.000000 Penalty: 5364.930664
	Iteration 5F: 3 clusters Score -4390733 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -4394246.500000 Penalty: 5364.930664
	Iteration 6F: 3 clusters Score -4394246 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -4397013.500000 Penalty: 5364.930664
	Iteration 7F: 3 clusters Score -4397014 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -4399116.000000 Penalty: 5364.930664
	Iteration 8F: 3 clusters Score -4399116 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -4400544.500000 Penalty: 5364.930664
	Iteration 9Q: 3 clusters Score -4400544 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -4401479.500000 Penalty: 5364.930664
	Iteration 10Q: 3 clusters Score -4401480 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -4402166.000000 Penalty: 5364.930664
	Iteration 11Q: 3 clusters Score -4402166 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -4402631.000000 Penalty: 5364.930664
	Iteration 12Q: 3 clusters Score -4402631 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -4402943.000000 Penalty: 5364.930664
	Iteration 13Q: 3 clusters Score -4402943 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -4403133.000000 Penalty: 5364.930664
	Iteration 14Q: 3 clusters Score -4403133 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -4403200.500000 Penalty: 5364.930664
	Iteration 15Q: 3 clusters Score -4403200 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -4403253.500000 Penalty: 5364.930664
	Iteration 16Q: 3 clusters Score -4403254 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -4403273.500000 Penalty: 5364.930664
	Iteration 17Q: 3 clusters Score -4403274 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -4403292.000000 Penalty: 5364.930664
	Iteration 18Q: 3 clusters Score -4403292 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -4403315.500000 Penalty: 5364.930664
	Iteration 19Q: 3 clusters Score -4403316 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -4403345.500000 Penalty: 5364.930664
	Iteration 20F: 3 clusters Score -4403346 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -4403365.000000 Penalty: 5364.930664
	Iteration 21Q: 3 clusters Score -4403365 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -4403375.000000 Penalty: 5364.930664
	Iteration 22Q: 3 clusters Score -4403375 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -4403387.500000 Penalty: 5364.930664
	Iteration 23Q: 3 clusters Score -4403388 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -4403397.500000 Penalty: 5364.930664
	Iteration 24Q: 3 clusters Score -4403398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -4403410.000000 Penalty: 5364.930664
	Iteration 25Q: 3 clusters Score -4403410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -4403414.500000 Penalty: 5364.930664
	Iteration 26Q: 3 clusters Score -4403414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -4403422.000000 Penalty: 5364.930664
	Iteration 27Q: 3 clusters Score -4403422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -4403426.500000 Penalty: 5364.930664
	Iteration 28Q: 3 clusters Score -4403426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -4403434.000000 Penalty: 5364.930664
	Iteration 29Q: 3 clusters Score -4403434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -4403433.500000 Penalty: 5364.930664
	Iteration 30Q: 3 clusters Score -4403434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -4403439.500000 Penalty: 5364.930664
	Iteration 31Q: 3 clusters Score -4403440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -4403436.500000 Penalty: 5364.930664
	Iteration 32Q: 3 clusters Score -4403436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -4403445.000000 Penalty: 5364.930664
	Iteration 33Q: 3 clusters Score -4403445 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -4403454.500000 Penalty: 5364.930664
	Iteration 34Q: 3 clusters Score -4403454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -4403443.500000 Penalty: 5364.930664
	Iteration 35Q: 3 clusters Score -4403444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -4403457.000000 Penalty: 5364.930664
	Iteration 36Q: 3 clusters Score -4403457 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -4403467.500000 Penalty: 5364.930664
	Iteration 37Q: 3 clusters Score -4403468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -4403477.500000 Penalty: 5364.930664
	Iteration 38Q: 3 clusters Score -4403478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -4403502.500000 Penalty: 5364.930664
	Iteration 39Q: 3 clusters Score -4403502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -4403509.500000 Penalty: 5364.930664
	Iteration 40F: 3 clusters Score -4403510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -4403512.500000 Penalty: 5364.930664
	Iteration 41Q: 3 clusters Score -4403512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -4403524.500000 Penalty: 5364.930664
	Iteration 42Q: 3 clusters Score -4403524 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -4403549.500000 Penalty: 5364.930664
	Iteration 43Q: 3 clusters Score -4403550 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -4403569.500000 Penalty: 5364.930664
	Iteration 44Q: 3 clusters Score -4403570 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -4403576.500000 Penalty: 5364.930664
	Iteration 45Q: 3 clusters Score -4403576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -4403607.500000 Penalty: 5364.930664
	Iteration 46Q: 3 clusters Score -4403608 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -4403643.500000 Penalty: 5364.930664
	Iteration 47Q: 3 clusters Score -4403644 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -4403684.500000 Penalty: 5364.930664
	Iteration 48Q: 3 clusters Score -4403684 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -4403721.500000 Penalty: 5364.930664
	Iteration 49Q: 3 clusters Score -4403722 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -4403763.500000 Penalty: 5364.930664
	Iteration 50Q: 3 clusters Score -4403764 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -4403816.000000 Penalty: 5364.930664
	Iteration 51Q: 3 clusters Score -4403816 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -4403861.000000 Penalty: 5364.930664
	Iteration 52Q: 3 clusters Score -4403861 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -4403896.000000 Penalty: 5364.930664
	Iteration 53Q: 3 clusters Score -4403896 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -4403914.000000 Penalty: 5364.930664
	Iteration 54Q: 3 clusters Score -4403914 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -4403937.000000 Penalty: 5364.930664
	Iteration 55Q: 3 clusters Score -4403937 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -4403943.500000 Penalty: 5364.930664
	Iteration 56Q: 3 clusters Score -4403944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -4403937.000000 Penalty: 5364.930664
	Iteration 57Q: 3 clusters Score -4403937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -4403938.500000 Penalty: 5364.930664
	Iteration 58Q: 3 clusters Score -4403938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -4403953.000000 Penalty: 5364.930664
	Iteration 59Q: 3 clusters Score -4403953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -4403956.500000 Penalty: 5364.930664
	Iteration 60F: 3 clusters Score -4403956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -4403955.000000 Penalty: 5364.930664
	Iteration 61Q: 3 clusters Score -4403955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -4403956.000000 Penalty: 5364.930664
	Iteration 62Q: 3 clusters Score -4403956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -4403968.000000 Penalty: 5364.930664
	Iteration 63Q: 3 clusters Score -4403968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -4403959.500000 Penalty: 5364.930664
	Iteration 64Q: 3 clusters Score -4403960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -4403955.000000 Penalty: 5364.930664
	Iteration 65Q: 3 clusters Score -4403955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -4403954.000000 Penalty: 5364.930664
	Iteration 66Q: 3 clusters Score -4403954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -4403958.000000 Penalty: 5364.930664
	Iteration 67Q: 3 clusters Score -4403958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -4403956.500000 Penalty: 5364.930664
	Iteration 68Q: 3 clusters Score -4403956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -4403954.500000 Penalty: 5364.930664
	Iteration 69Q: 3 clusters Score -4403954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -4403962.000000 Penalty: 5364.930664
	Iteration 70Q: 3 clusters Score -4403962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -4403961.000000 Penalty: 5364.930664
	Iteration 71Q: 3 clusters Score -4403961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -4403957.500000 Penalty: 5364.930664
	Iteration 72Q: 3 clusters Score -4403958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -4403957.500000 Penalty: 5364.930664
	Iteration 73F: 3 clusters Score -4403958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 6108 members 
Mstep: Class 4 contains 223152 members 
Mstep: Class 5 contains 103061 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 21688 members 
Mstep: Class 8 contains 139042 members 
Mstep: Class 9 contains 46735 members 
Mstep: Class 10 contains 7830 members 
Mstep: Class 11 contains 4823 members 
Mstep: Class 12 contains 13111 members 
Mstep: Class 13 contains 28739 members 
Mstep: Class 14 contains 313911 members 
Mstep: Class 15 contains 4873 members 
Mstep: Class 16 contains 23716 members 
Mstep: Class 17 contains 226278 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 22483 members 
Mstep: Class 20 contains 21603 members 
Mstep: Class 21 contains 228806 members 
Mstep: Class 22 contains 13395 members 
Mstep: Class 23 contains 67568 members 
Mstep: Class 24 contains 17441 members 
Mstep: Class 25 contains 3617 members 
Mstep: Class 26 contains 3107 members 
Mstep: Class 27 contains 7900 members 
Mstep: Class 28 contains 6574 members 
Mstep: Class 29 contains 10245 members 
Mstep: Class 30 contains 46214 members 
Entering Unmasked Estep 
Score: -157655856.000000 Penalty: 106611.812500
Splitting cluster 25 changes total score from -157649072.000000 to -157655856.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 26 (3107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Entering Unmasked Estep 
Score: -288158.375000 Penalty: 1994.270508
	Iteration 0F: 2 clusters Score -288158.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -284855.656250 Penalty: 3988.541016
	Iteration 0F: 3 clusters Score -284855.7 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -285563.687500 Penalty: 3988.541016
	Iteration 1F: 3 clusters Score -285563.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -285766.468750 Penalty: 3988.541016
	Iteration 2F: 3 clusters Score -285766.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -285931.125000 Penalty: 3988.541016
	Iteration 3F: 3 clusters Score -285931.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -286070.625000 Penalty: 3988.541016
	Iteration 4Q: 3 clusters Score -286070.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -286218.125000 Penalty: 3988.541016
	Iteration 5F: 3 clusters Score -286218.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -286323.812500 Penalty: 3988.541016
	Iteration 6Q: 3 clusters Score -286323.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -286428.062500 Penalty: 3988.541016
	Iteration 7Q: 3 clusters Score -286428.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -286557.250000 Penalty: 3988.541016
	Iteration 8Q: 3 clusters Score -286557.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -286693.031250 Penalty: 3988.541016
	Iteration 9Q: 3 clusters Score -286693 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -286807.125000 Penalty: 3988.541016
	Iteration 10Q: 3 clusters Score -286807.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -286898.718750 Penalty: 3988.541016
	Iteration 11Q: 3 clusters Score -286898.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -286975.906250 Penalty: 3988.541016
	Iteration 12Q: 3 clusters Score -286975.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -287031.281250 Penalty: 3988.541016
	Iteration 13Q: 3 clusters Score -287031.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -287066.125000 Penalty: 3988.541016
	Iteration 14Q: 3 clusters Score -287066.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -287096.312500 Penalty: 3988.541016
	Iteration 15Q: 3 clusters Score -287096.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -287121.906250 Penalty: 3988.541016
	Iteration 16Q: 3 clusters Score -287121.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -287146.906250 Penalty: 3988.541016
	Iteration 17Q: 3 clusters Score -287146.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -287168.593750 Penalty: 3988.541016
	Iteration 18Q: 3 clusters Score -287168.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -287187.312500 Penalty: 3988.541016
	Iteration 19Q: 3 clusters Score -287187.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -287196.906250 Penalty: 3988.541016
	Iteration 20F: 3 clusters Score -287196.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -287204.406250 Penalty: 3988.541016
	Iteration 21Q: 3 clusters Score -287204.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -287212.687500 Penalty: 3988.541016
	Iteration 22Q: 3 clusters Score -287212.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -287219.593750 Penalty: 3988.541016
	Iteration 23Q: 3 clusters Score -287219.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -287223.968750 Penalty: 3988.541016
	Iteration 24Q: 3 clusters Score -287224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -287229.031250 Penalty: 3988.541016
	Iteration 25Q: 3 clusters Score -287229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -287231.250000 Penalty: 3988.541016
	Iteration 26Q: 3 clusters Score -287231.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -287235.500000 Penalty: 3988.541016
	Iteration 27Q: 3 clusters Score -287235.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -287239.781250 Penalty: 3988.541016
	Iteration 28Q: 3 clusters Score -287239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -287242.968750 Penalty: 3988.541016
	Iteration 29Q: 3 clusters Score -287243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -287246.437500 Penalty: 3988.541016
	Iteration 30Q: 3 clusters Score -287246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -287250.781250 Penalty: 3988.541016
	Iteration 31Q: 3 clusters Score -287250.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -287255.406250 Penalty: 3988.541016
	Iteration 32Q: 3 clusters Score -287255.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -287257.343750 Penalty: 3988.541016
	Iteration 33Q: 3 clusters Score -287257.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -287259.750000 Penalty: 3988.541016
	Iteration 34Q: 3 clusters Score -287259.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -287259.750000 Penalty: 3988.541016
	Iteration 35F: 3 clusters Score -287259.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 6108 members 
Mstep: Class 4 contains 223152 members 
Mstep: Class 5 contains 103061 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 21688 members 
Mstep: Class 8 contains 139042 members 
Mstep: Class 9 contains 46735 members 
Mstep: Class 10 contains 7830 members 
Mstep: Class 11 contains 4823 members 
Mstep: Class 12 contains 13111 members 
Mstep: Class 13 contains 28739 members 
Mstep: Class 14 contains 313911 members 
Mstep: Class 15 contains 4873 members 
Mstep: Class 16 contains 23716 members 
Mstep: Class 17 contains 226278 members 
Mstep: Class 18 contains 11538 members 
Mstep: Class 19 contains 22483 members 
Mstep: Class 20 contains 21603 members 
Mstep: Class 21 contains 228806 members 
Mstep: Class 22 contains 13395 members 
Mstep: Class 23 contains 67568 members 
Mstep: Class 24 contains 17441 members 
Mstep: Class 25 contains 3617 members 
Mstep: Class 26 contains 3107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157661312.000000 Penalty: 106611.812500
Iteration 79Q: 31 clusters Score -1.576613e+08 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 11323 members 
Mstep: Class 3 contains 6100 members 
Mstep: Class 4 contains 223509 members 
Mstep: Class 5 contains 103051 members 
Mstep: Class 6 contains 8087 members 
Mstep: Class 7 contains 21666 members 
Mstep: Class 8 contains 138945 members 
Mstep: Class 9 contains 46811 members 
Mstep: Class 10 contains 8123 members 
Mstep: Class 11 contains 4818 members 
Mstep: Class 12 contains 13070 members 
Mstep: Class 13 contains 28675 members 
Mstep: Class 14 contains 314679 members 
Mstep: Class 15 contains 5114 members 
Mstep: Class 16 contains 23847 members 
Mstep: Class 17 contains 226213 members 
Mstep: Class 18 contains 11408 members 
Mstep: Class 19 contains 22510 members 
Mstep: Class 20 contains 21694 members 
Mstep: Class 21 contains 228818 members 
Mstep: Class 22 contains 13368 members 
Mstep: Class 23 contains 67816 members 
Mstep: Class 24 contains 17649 members 
Mstep: Class 25 contains 4301 members 
Mstep: Class 26 contains 3166 members 
Mstep: Class 27 contains 7603 members 
Mstep: Class 28 contains 6494 members 
Mstep: Class 29 contains 9836 members 
Mstep: Class 30 contains 43891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157666256.000000 Penalty: 106611.812500
Iteration 80F: 31 clusters Score -1.576663e+08 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 11325 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 223016 members 
Mstep: Class 5 contains 103052 members 
Mstep: Class 6 contains 8087 members 
Mstep: Class 7 contains 21640 members 
Mstep: Class 8 contains 138845 members 
Mstep: Class 9 contains 46747 members 
Mstep: Class 10 contains 8254 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 12873 members 
Mstep: Class 13 contains 28540 members 
Mstep: Class 14 contains 313888 members 
Mstep: Class 15 contains 5156 members 
Mstep: Class 16 contains 23849 members 
Mstep: Class 17 contains 226053 members 
Mstep: Class 18 contains 11239 members 
Mstep: Class 19 contains 22533 members 
Mstep: Class 20 contains 21467 members 
Mstep: Class 21 contains 228824 members 
Mstep: Class 22 contains 13339 members 
Mstep: Class 23 contains 67591 members 
Mstep: Class 24 contains 17561 members 
Mstep: Class 25 contains 4729 members 
Mstep: Class 26 contains 3217 members 
Mstep: Class 27 contains 7972 members 
Mstep: Class 28 contains 7076 members 
Mstep: Class 29 contains 10308 members 
Mstep: Class 30 contains 44127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157669296.000000 Penalty: 106611.812500
Iteration 81Q: 31 clusters Score -1.576693e+08 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 6108 members 
Mstep: Class 4 contains 222669 members 
Mstep: Class 5 contains 103040 members 
Mstep: Class 6 contains 8087 members 
Mstep: Class 7 contains 21615 members 
Mstep: Class 8 contains 138731 members 
Mstep: Class 9 contains 46687 members 
Mstep: Class 10 contains 8385 members 
Mstep: Class 11 contains 4840 members 
Mstep: Class 12 contains 12754 members 
Mstep: Class 13 contains 28442 members 
Mstep: Class 14 contains 313270 members 
Mstep: Class 15 contains 5187 members 
Mstep: Class 16 contains 23872 members 
Mstep: Class 17 contains 225914 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 19 contains 22541 members 
Mstep: Class 20 contains 21309 members 
Mstep: Class 21 contains 228834 members 
Mstep: Class 22 contains 13334 members 
Mstep: Class 23 contains 67482 members 
Mstep: Class 24 contains 17511 members 
Mstep: Class 25 contains 5067 members 
Mstep: Class 26 contains 3285 members 
Mstep: Class 27 contains 8207 members 
Mstep: Class 28 contains 7456 members 
Mstep: Class 29 contains 10525 members 
Mstep: Class 30 contains 44289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157670112.000000 Penalty: 106611.812500
Iteration 82Q: 31 clusters Score -1.576701e+08 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 11344 members 
Mstep: Class 3 contains 6114 members 
Mstep: Class 4 contains 222392 members 
Mstep: Class 5 contains 103024 members 
Mstep: Class 6 contains 8087 members 
Mstep: Class 7 contains 21598 members 
Mstep: Class 8 contains 138632 members 
Mstep: Class 9 contains 46624 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 4865 members 
Mstep: Class 12 contains 12625 members 
Mstep: Class 13 contains 28377 members 
Mstep: Class 14 contains 312812 members 
Mstep: Class 15 contains 5183 members 
Mstep: Class 16 contains 23896 members 
Mstep: Class 17 contains 225763 members 
Mstep: Class 18 contains 10981 members 
Mstep: Class 19 contains 22544 members 
Mstep: Class 20 contains 21171 members 
Mstep: Class 21 contains 228845 members 
Mstep: Class 22 contains 13325 members 
Mstep: Class 23 contains 67419 members 
Mstep: Class 24 contains 17519 members 
Mstep: Class 25 contains 5355 members 
Mstep: Class 26 contains 3359 members 
Mstep: Class 27 contains 8395 members 
Mstep: Class 28 contains 7739 members 
Mstep: Class 29 contains 10654 members 
Mstep: Class 30 contains 44375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157670688.000000 Penalty: 106611.812500
Iteration 83Q: 31 clusters Score -1.576707e+08 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 11356 members 
Mstep: Class 3 contains 6114 members 
Mstep: Class 4 contains 222186 members 
Mstep: Class 5 contains 103013 members 
Mstep: Class 6 contains 8086 members 
Mstep: Class 7 contains 21580 members 
Mstep: Class 8 contains 138532 members 
Mstep: Class 9 contains 46580 members 
Mstep: Class 10 contains 8572 members 
Mstep: Class 11 contains 4904 members 
Mstep: Class 12 contains 12491 members 
Mstep: Class 13 contains 28301 members 
Mstep: Class 14 contains 312480 members 
Mstep: Class 15 contains 5172 members 
Mstep: Class 16 contains 23924 members 
Mstep: Class 17 contains 225621 members 
Mstep: Class 18 contains 10853 members 
Mstep: Class 19 contains 22559 members 
Mstep: Class 20 contains 21086 members 
Mstep: Class 21 contains 228856 members 
Mstep: Class 22 contains 13318 members 
Mstep: Class 23 contains 67370 members 
Mstep: Class 24 contains 17494 members 
Mstep: Class 25 contains 5602 members 
Mstep: Class 26 contains 3436 members 
Mstep: Class 27 contains 8539 members 
Mstep: Class 28 contains 7960 members 
Mstep: Class 29 contains 10762 members 
Mstep: Class 30 contains 44402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157671168.000000 Penalty: 106611.812500
Iteration 84Q: 31 clusters Score -1.576712e+08 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 11359 members 
Mstep: Class 3 contains 6121 members 
Mstep: Class 4 contains 222016 members 
Mstep: Class 5 contains 103008 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 21567 members 
Mstep: Class 8 contains 138402 members 
Mstep: Class 9 contains 46545 members 
Mstep: Class 10 contains 8647 members 
Mstep: Class 11 contains 4920 members 
Mstep: Class 12 contains 12346 members 
Mstep: Class 13 contains 28238 members 
Mstep: Class 14 contains 312236 members 
Mstep: Class 15 contains 5162 members 
Mstep: Class 16 contains 23939 members 
Mstep: Class 17 contains 225508 members 
Mstep: Class 18 contains 10727 members 
Mstep: Class 19 contains 22572 members 
Mstep: Class 20 contains 21013 members 
Mstep: Class 21 contains 228863 members 
Mstep: Class 22 contains 13316 members 
Mstep: Class 23 contains 67352 members 
Mstep: Class 24 contains 17455 members 
Mstep: Class 25 contains 5834 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 8661 members 
Mstep: Class 28 contains 8161 members 
Mstep: Class 29 contains 10833 members 
Mstep: Class 30 contains 44404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157671712.000000 Penalty: 106611.812500
Iteration 85Q: 31 clusters Score -1.576717e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 11368 members 
Mstep: Class 3 contains 6125 members 
Mstep: Class 4 contains 221855 members 
Mstep: Class 5 contains 102997 members 
Mstep: Class 6 contains 8089 members 
Mstep: Class 7 contains 21560 members 
Mstep: Class 8 contains 138306 members 
Mstep: Class 9 contains 46515 members 
Mstep: Class 10 contains 8707 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 12211 members 
Mstep: Class 13 contains 28166 members 
Mstep: Class 14 contains 312029 members 
Mstep: Class 15 contains 5151 members 
Mstep: Class 16 contains 23969 members 
Mstep: Class 17 contains 225389 members 
Mstep: Class 18 contains 10615 members 
Mstep: Class 19 contains 22579 members 
Mstep: Class 20 contains 20964 members 
Mstep: Class 21 contains 228866 members 
Mstep: Class 22 contains 13312 members 
Mstep: Class 23 contains 67342 members 
Mstep: Class 24 contains 17424 members 
Mstep: Class 25 contains 6024 members 
Mstep: Class 26 contains 3609 members 
Mstep: Class 27 contains 8752 members 
Mstep: Class 28 contains 8338 members 
Mstep: Class 29 contains 10896 members 
Mstep: Class 30 contains 44424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157672016.000000 Penalty: 106611.812500
Iteration 86Q: 31 clusters Score -1.57672e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 11377 members 
Mstep: Class 3 contains 6128 members 
Mstep: Class 4 contains 221712 members 
Mstep: Class 5 contains 102993 members 
Mstep: Class 6 contains 8089 members 
Mstep: Class 7 contains 21557 members 
Mstep: Class 8 contains 138213 members 
Mstep: Class 9 contains 46476 members 
Mstep: Class 10 contains 8769 members 
Mstep: Class 11 contains 4956 members 
Mstep: Class 12 contains 12075 members 
Mstep: Class 13 contains 28094 members 
Mstep: Class 14 contains 311868 members 
Mstep: Class 15 contains 5143 members 
Mstep: Class 16 contains 23992 members 
Mstep: Class 17 contains 225304 members 
Mstep: Class 18 contains 10502 members 
Mstep: Class 19 contains 22596 members 
Mstep: Class 20 contains 20907 members 
Mstep: Class 21 contains 228867 members 
Mstep: Class 22 contains 13309 members 
Mstep: Class 23 contains 67346 members 
Mstep: Class 24 contains 17394 members 
Mstep: Class 25 contains 6182 members 
Mstep: Class 26 contains 3694 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 8466 members 
Mstep: Class 29 contains 10951 members 
Mstep: Class 30 contains 44442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157672752.000000 Penalty: 106611.812500
Iteration 87Q: 31 clusters Score -1.576728e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 6129 members 
Mstep: Class 4 contains 221590 members 
Mstep: Class 5 contains 102985 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 21547 members 
Mstep: Class 8 contains 138146 members 
Mstep: Class 9 contains 46431 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 4981 members 
Mstep: Class 12 contains 11960 members 
Mstep: Class 13 contains 28016 members 
Mstep: Class 14 contains 311738 members 
Mstep: Class 15 contains 5141 members 
Mstep: Class 16 contains 24019 members 
Mstep: Class 17 contains 225208 members 
Mstep: Class 18 contains 10419 members 
Mstep: Class 19 contains 22605 members 
Mstep: Class 20 contains 20862 members 
Mstep: Class 21 contains 228870 members 
Mstep: Class 22 contains 13307 members 
Mstep: Class 23 contains 67345 members 
Mstep: Class 24 contains 17393 members 
Mstep: Class 25 contains 6318 members 
Mstep: Class 26 contains 3789 members 
Mstep: Class 27 contains 8918 members 
Mstep: Class 28 contains 8567 members 
Mstep: Class 29 contains 10989 members 
Mstep: Class 30 contains 44419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157672800.000000 Penalty: 106611.812500
Iteration 88Q: 31 clusters Score -1.576728e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 11396 members 
Mstep: Class 3 contains 6128 members 
Mstep: Class 4 contains 221502 members 
Mstep: Class 5 contains 102973 members 
Mstep: Class 6 contains 8090 members 
Mstep: Class 7 contains 21543 members 
Mstep: Class 8 contains 138051 members 
Mstep: Class 9 contains 46376 members 
Mstep: Class 10 contains 8849 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 11855 members 
Mstep: Class 13 contains 27946 members 
Mstep: Class 14 contains 311611 members 
Mstep: Class 15 contains 5140 members 
Mstep: Class 16 contains 24042 members 
Mstep: Class 17 contains 225151 members 
Mstep: Class 18 contains 10361 members 
Mstep: Class 19 contains 22615 members 
Mstep: Class 20 contains 20806 members 
Mstep: Class 21 contains 228870 members 
Mstep: Class 22 contains 13307 members 
Mstep: Class 23 contains 67356 members 
Mstep: Class 24 contains 17383 members 
Mstep: Class 25 contains 6446 members 
Mstep: Class 26 contains 3881 members 
Mstep: Class 27 contains 8973 members 
Mstep: Class 28 contains 8645 members 
Mstep: Class 29 contains 11027 members 
Mstep: Class 30 contains 44412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157673104.000000 Penalty: 106611.812500
Iteration 89Q: 31 clusters Score -1.576731e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 11395 members 
Mstep: Class 3 contains 6133 members 
Mstep: Class 4 contains 221422 members 
Mstep: Class 5 contains 102969 members 
Mstep: Class 6 contains 8091 members 
Mstep: Class 7 contains 21539 members 
Mstep: Class 8 contains 137969 members 
Mstep: Class 9 contains 46329 members 
Mstep: Class 10 contains 8875 members 
Mstep: Class 11 contains 5041 members 
Mstep: Class 12 contains 11749 members 
Mstep: Class 13 contains 27885 members 
Mstep: Class 14 contains 311500 members 
Mstep: Class 15 contains 5140 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 17 contains 225085 members 
Mstep: Class 18 contains 10311 members 
Mstep: Class 19 contains 22618 members 
Mstep: Class 20 contains 20762 members 
Mstep: Class 21 contains 228873 members 
Mstep: Class 22 contains 13303 members 
Mstep: Class 23 contains 67351 members 
Mstep: Class 24 contains 17371 members 
Mstep: Class 25 contains 6569 members 
Mstep: Class 26 contains 3992 members 
Mstep: Class 27 contains 9038 members 
Mstep: Class 28 contains 8727 members 
Mstep: Class 29 contains 11044 members 
Mstep: Class 30 contains 44419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157673424.000000 Penalty: 106611.812500
Iteration 90Q: 31 clusters Score -1.576734e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 11403 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 221341 members 
Mstep: Class 5 contains 102964 members 
Mstep: Class 6 contains 8091 members 
Mstep: Class 7 contains 21538 members 
Mstep: Class 8 contains 137908 members 
Mstep: Class 9 contains 46284 members 
Mstep: Class 10 contains 8898 members 
Mstep: Class 11 contains 5077 members 
Mstep: Class 12 contains 11639 members 
Mstep: Class 13 contains 27814 members 
Mstep: Class 14 contains 311428 members 
Mstep: Class 15 contains 5136 members 
Mstep: Class 16 contains 24044 members 
Mstep: Class 17 contains 225044 members 
Mstep: Class 18 contains 10283 members 
Mstep: Class 19 contains 22625 members 
Mstep: Class 20 contains 20714 members 
Mstep: Class 21 contains 228871 members 
Mstep: Class 22 contains 13293 members 
Mstep: Class 23 contains 67353 members 
Mstep: Class 24 contains 17349 members 
Mstep: Class 25 contains 6675 members 
Mstep: Class 26 contains 4081 members 
Mstep: Class 27 contains 9100 members 
Mstep: Class 28 contains 8792 members 
Mstep: Class 29 contains 11071 members 
Mstep: Class 30 contains 44418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157673792.000000 Penalty: 106611.812500
Iteration 91Q: 31 clusters Score -1.576738e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 11414 members 
Mstep: Class 3 contains 6141 members 
Mstep: Class 4 contains 221275 members 
Mstep: Class 5 contains 102957 members 
Mstep: Class 6 contains 8091 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 137860 members 
Mstep: Class 9 contains 46232 members 
Mstep: Class 10 contains 8919 members 
Mstep: Class 11 contains 5097 members 
Mstep: Class 12 contains 11531 members 
Mstep: Class 13 contains 27751 members 
Mstep: Class 14 contains 311362 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 16 contains 24036 members 
Mstep: Class 17 contains 225000 members 
Mstep: Class 18 contains 10271 members 
Mstep: Class 19 contains 22618 members 
Mstep: Class 20 contains 20667 members 
Mstep: Class 21 contains 228872 members 
Mstep: Class 22 contains 13290 members 
Mstep: Class 23 contains 67372 members 
Mstep: Class 24 contains 17328 members 
Mstep: Class 25 contains 6783 members 
Mstep: Class 26 contains 4190 members 
Mstep: Class 27 contains 9140 members 
Mstep: Class 28 contains 8834 members 
Mstep: Class 29 contains 11084 members 
Mstep: Class 30 contains 44449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157674176.000000 Penalty: 106611.812500
Iteration 92Q: 31 clusters Score -1.576742e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 11428 members 
Mstep: Class 3 contains 6145 members 
Mstep: Class 4 contains 221212 members 
Mstep: Class 5 contains 102942 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 21529 members 
Mstep: Class 8 contains 137824 members 
Mstep: Class 9 contains 46187 members 
Mstep: Class 10 contains 8943 members 
Mstep: Class 11 contains 5113 members 
Mstep: Class 12 contains 11446 members 
Mstep: Class 13 contains 27692 members 
Mstep: Class 14 contains 311300 members 
Mstep: Class 15 contains 5128 members 
Mstep: Class 16 contains 24023 members 
Mstep: Class 17 contains 224967 members 
Mstep: Class 18 contains 10281 members 
Mstep: Class 19 contains 22605 members 
Mstep: Class 20 contains 20639 members 
Mstep: Class 21 contains 228868 members 
Mstep: Class 22 contains 13290 members 
Mstep: Class 23 contains 67387 members 
Mstep: Class 24 contains 17304 members 
Mstep: Class 25 contains 6866 members 
Mstep: Class 26 contains 4310 members 
Mstep: Class 27 contains 9181 members 
Mstep: Class 28 contains 8857 members 
Mstep: Class 29 contains 11109 members 
Mstep: Class 30 contains 44457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157674288.000000 Penalty: 106611.812500
Iteration 93Q: 31 clusters Score -1.576743e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 6149 members 
Mstep: Class 4 contains 221172 members 
Mstep: Class 5 contains 102933 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 21522 members 
Mstep: Class 8 contains 137793 members 
Mstep: Class 9 contains 46140 members 
Mstep: Class 10 contains 8963 members 
Mstep: Class 11 contains 5135 members 
Mstep: Class 12 contains 11373 members 
Mstep: Class 13 contains 27651 members 
Mstep: Class 14 contains 311237 members 
Mstep: Class 15 contains 5127 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 224933 members 
Mstep: Class 18 contains 10282 members 
Mstep: Class 19 contains 22590 members 
Mstep: Class 20 contains 20611 members 
Mstep: Class 21 contains 228866 members 
Mstep: Class 22 contains 13286 members 
Mstep: Class 23 contains 67389 members 
Mstep: Class 24 contains 17288 members 
Mstep: Class 25 contains 6941 members 
Mstep: Class 26 contains 4420 members 
Mstep: Class 27 contains 9221 members 
Mstep: Class 28 contains 8876 members 
Mstep: Class 29 contains 11117 members 
Mstep: Class 30 contains 44467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157674288.000000 Penalty: 106611.812500
Iteration 94Q: 31 clusters Score -1.576743e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 11442 members 
Mstep: Class 3 contains 6151 members 
Mstep: Class 4 contains 221138 members 
Mstep: Class 5 contains 102926 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 21515 members 
Mstep: Class 8 contains 137757 members 
Mstep: Class 9 contains 46090 members 
Mstep: Class 10 contains 8980 members 
Mstep: Class 11 contains 5151 members 
Mstep: Class 12 contains 11311 members 
Mstep: Class 13 contains 27586 members 
Mstep: Class 14 contains 311186 members 
Mstep: Class 15 contains 5127 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 224876 members 
Mstep: Class 18 contains 10286 members 
Mstep: Class 19 contains 22589 members 
Mstep: Class 20 contains 20580 members 
Mstep: Class 21 contains 228869 members 
Mstep: Class 22 contains 13282 members 
Mstep: Class 23 contains 67391 members 
Mstep: Class 24 contains 17271 members 
Mstep: Class 25 contains 7003 members 
Mstep: Class 26 contains 4530 members 
Mstep: Class 27 contains 9259 members 
Mstep: Class 28 contains 8911 members 
Mstep: Class 29 contains 11128 members 
Mstep: Class 30 contains 44463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157674448.000000 Penalty: 106611.812500
Iteration 95Q: 31 clusters Score -1.576744e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 11451 members 
Mstep: Class 3 contains 6151 members 
Mstep: Class 4 contains 221095 members 
Mstep: Class 5 contains 102923 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 21515 members 
Mstep: Class 8 contains 137727 members 
Mstep: Class 9 contains 46050 members 
Mstep: Class 10 contains 9003 members 
Mstep: Class 11 contains 5174 members 
Mstep: Class 12 contains 11251 members 
Mstep: Class 13 contains 27530 members 
Mstep: Class 14 contains 311139 members 
Mstep: Class 15 contains 5124 members 
Mstep: Class 16 contains 24014 members 
Mstep: Class 17 contains 224838 members 
Mstep: Class 18 contains 10296 members 
Mstep: Class 19 contains 22580 members 
Mstep: Class 20 contains 20552 members 
Mstep: Class 21 contains 228868 members 
Mstep: Class 22 contains 13276 members 
Mstep: Class 23 contains 67377 members 
Mstep: Class 24 contains 17255 members 
Mstep: Class 25 contains 7057 members 
Mstep: Class 26 contains 4618 members 
Mstep: Class 27 contains 9292 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 11137 members 
Mstep: Class 30 contains 44471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157674528.000000 Penalty: 106611.812500
Iteration 96Q: 31 clusters Score -1.576745e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 6151 members 
Mstep: Class 4 contains 221072 members 
Mstep: Class 5 contains 102915 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 21507 members 
Mstep: Class 8 contains 137703 members 
Mstep: Class 9 contains 46012 members 
Mstep: Class 10 contains 9022 members 
Mstep: Class 11 contains 5192 members 
Mstep: Class 12 contains 11199 members 
Mstep: Class 13 contains 27474 members 
Mstep: Class 14 contains 311100 members 
Mstep: Class 15 contains 5120 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 224805 members 
Mstep: Class 18 contains 10294 members 
Mstep: Class 19 contains 22585 members 
Mstep: Class 20 contains 20522 members 
Mstep: Class 21 contains 228869 members 
Mstep: Class 22 contains 13275 members 
Mstep: Class 23 contains 67373 members 
Mstep: Class 24 contains 17230 members 
Mstep: Class 25 contains 7096 members 
Mstep: Class 26 contains 4698 members 
Mstep: Class 27 contains 9325 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 11139 members 
Mstep: Class 30 contains 44472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157674640.000000 Penalty: 106611.812500
Iteration 97Q: 31 clusters Score -1.576746e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 6152 members 
Mstep: Class 4 contains 221064 members 
Mstep: Class 5 contains 102908 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 21500 members 
Mstep: Class 8 contains 137692 members 
Mstep: Class 9 contains 45975 members 
Mstep: Class 10 contains 9041 members 
Mstep: Class 11 contains 5213 members 
Mstep: Class 12 contains 11155 members 
Mstep: Class 13 contains 27419 members 
Mstep: Class 14 contains 311065 members 
Mstep: Class 15 contains 5115 members 
Mstep: Class 16 contains 24046 members 
Mstep: Class 17 contains 224764 members 
Mstep: Class 18 contains 10300 members 
Mstep: Class 19 contains 22585 members 
Mstep: Class 20 contains 20502 members 
Mstep: Class 21 contains 228873 members 
Mstep: Class 22 contains 13271 members 
Mstep: Class 23 contains 67372 members 
Mstep: Class 24 contains 17213 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 4765 members 
Mstep: Class 27 contains 9359 members 
Mstep: Class 28 contains 9016 members 
Mstep: Class 29 contains 11146 members 
Mstep: Class 30 contains 44448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157674816.000000 Penalty: 106611.812500
Iteration 98Q: 31 clusters Score -1.576748e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 11456 members 
Mstep: Class 3 contains 6155 members 
Mstep: Class 4 contains 221053 members 
Mstep: Class 5 contains 102903 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 21496 members 
Mstep: Class 8 contains 137683 members 
Mstep: Class 9 contains 45935 members 
Mstep: Class 10 contains 9059 members 
Mstep: Class 11 contains 5231 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 27370 members 
Mstep: Class 14 contains 311025 members 
Mstep: Class 15 contains 5114 members 
Mstep: Class 16 contains 24053 members 
Mstep: Class 17 contains 224712 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 22582 members 
Mstep: Class 20 contains 20470 members 
Mstep: Class 21 contains 228871 members 
Mstep: Class 22 contains 13273 members 
Mstep: Class 23 contains 67366 members 
Mstep: Class 24 contains 17203 members 
Mstep: Class 25 contains 7174 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 9386 members 
Mstep: Class 28 contains 9053 members 
Mstep: Class 29 contains 11149 members 
Mstep: Class 30 contains 44440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157674816.000000 Penalty: 106611.812500
Iteration 99Q: 31 clusters Score -1.576748e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 11461 members 
Mstep: Class 3 contains 6158 members 
Mstep: Class 4 contains 221053 members 
Mstep: Class 5 contains 102895 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 21493 members 
Mstep: Class 8 contains 137659 members 
Mstep: Class 9 contains 45902 members 
Mstep: Class 10 contains 9071 members 
Mstep: Class 11 contains 5253 members 
Mstep: Class 12 contains 11050 members 
Mstep: Class 13 contains 27327 members 
Mstep: Class 14 contains 310999 members 
Mstep: Class 15 contains 5112 members 
Mstep: Class 16 contains 24063 members 
Mstep: Class 17 contains 224653 members 
Mstep: Class 18 contains 10339 members 
Mstep: Class 19 contains 22587 members 
Mstep: Class 20 contains 20442 members 
Mstep: Class 21 contains 228872 members 
Mstep: Class 22 contains 13271 members 
Mstep: Class 23 contains 67358 members 
Mstep: Class 24 contains 17201 members 
Mstep: Class 25 contains 7209 members 
Mstep: Class 26 contains 4904 members 
Mstep: Class 27 contains 9403 members 
Mstep: Class 28 contains 9075 members 
Mstep: Class 29 contains 11155 members 
Mstep: Class 30 contains 44444 members 
Entering Unmasked Estep 
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Score: -157674736.000000 Penalty: 106611.812500
Iteration 100F: 31 clusters Score -1.576747e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 11463 members 
Mstep: Class 3 contains 6157 members 
Mstep: Class 4 contains 221049 members 
Mstep: Class 5 contains 102886 members 
Mstep: Class 6 contains 8094 members 
Mstep: Class 7 contains 21485 members 
Mstep: Class 8 contains 137625 members 
Mstep: Class 9 contains 45874 members 
Mstep: Class 10 contains 9077 members 
Mstep: Class 11 contains 5277 members 
Mstep: Class 12 contains 11011 members 
Mstep: Class 13 contains 27290 members 
Mstep: Class 14 contains 310988 members 
Mstep: Class 15 contains 5109 members 
Mstep: Class 16 contains 24089 members 
Mstep: Class 17 contains 224621 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 22596 members 
Mstep: Class 20 contains 20428 members 
Mstep: Class 21 contains 228877 members 
Mstep: Class 22 contains 13270 members 
Mstep: Class 23 contains 67355 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 4965 members 
Mstep: Class 27 contains 9421 members 
Mstep: Class 28 contains 9099 members 
Mstep: Class 29 contains 11161 members 
Mstep: Class 30 contains 44432 members 
Entering Unmasked Estep 
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Iteration 101Q: 31 clusters Score -1.576751e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 11469 members 
Mstep: Class 3 contains 6155 members 
Mstep: Class 4 contains 221039 members 
Mstep: Class 5 contains 102881 members 
Mstep: Class 6 contains 8095 members 
Mstep: Class 7 contains 21479 members 
Mstep: Class 8 contains 137594 members 
Mstep: Class 9 contains 45860 members 
Mstep: Class 10 contains 9080 members 
Mstep: Class 11 contains 5285 members 
Mstep: Class 12 contains 10974 members 
Mstep: Class 13 contains 27245 members 
Mstep: Class 14 contains 310974 members 
Mstep: Class 15 contains 5107 members 
Mstep: Class 16 contains 24097 members 
Mstep: Class 17 contains 224579 members 
Mstep: Class 18 contains 10352 members 
Mstep: Class 19 contains 22609 members 
Mstep: Class 20 contains 20420 members 
Mstep: Class 21 contains 228878 members 
Mstep: Class 22 contains 13270 members 
Mstep: Class 23 contains 67353 members 
Mstep: Class 24 contains 17181 members 
Mstep: Class 25 contains 7256 members 
Mstep: Class 26 contains 5018 members 
Mstep: Class 27 contains 9436 members 
Mstep: Class 28 contains 9121 members 
Mstep: Class 29 contains 11164 members 
Mstep: Class 30 contains 44421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675072.000000 Penalty: 106611.812500
Iteration 102Q: 31 clusters Score -1.576751e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 11469 members 
Mstep: Class 3 contains 6155 members 
Mstep: Class 4 contains 221038 members 
Mstep: Class 5 contains 102877 members 
Mstep: Class 6 contains 8095 members 
Mstep: Class 7 contains 21472 members 
Mstep: Class 8 contains 137577 members 
Mstep: Class 9 contains 45841 members 
Mstep: Class 10 contains 9082 members 
Mstep: Class 11 contains 5300 members 
Mstep: Class 12 contains 10950 members 
Mstep: Class 13 contains 27216 members 
Mstep: Class 14 contains 310945 members 
Mstep: Class 15 contains 5106 members 
Mstep: Class 16 contains 24112 members 
Mstep: Class 17 contains 224544 members 
Mstep: Class 18 contains 10353 members 
Mstep: Class 19 contains 22620 members 
Mstep: Class 20 contains 20408 members 
Mstep: Class 21 contains 228881 members 
Mstep: Class 22 contains 13267 members 
Mstep: Class 23 contains 67347 members 
Mstep: Class 24 contains 17176 members 
Mstep: Class 25 contains 7276 members 
Mstep: Class 26 contains 5073 members 
Mstep: Class 27 contains 9452 members 
Mstep: Class 28 contains 9140 members 
Mstep: Class 29 contains 11160 members 
Mstep: Class 30 contains 44422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675008.000000 Penalty: 106611.812500
Iteration 103Q: 31 clusters Score -1.57675e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 11468 members 
Mstep: Class 3 contains 6155 members 
Mstep: Class 4 contains 221036 members 
Mstep: Class 5 contains 102867 members 
Mstep: Class 6 contains 8095 members 
Mstep: Class 7 contains 21470 members 
Mstep: Class 8 contains 137569 members 
Mstep: Class 9 contains 45821 members 
Mstep: Class 10 contains 9086 members 
Mstep: Class 11 contains 5313 members 
Mstep: Class 12 contains 10919 members 
Mstep: Class 13 contains 27189 members 
Mstep: Class 14 contains 310928 members 
Mstep: Class 15 contains 5107 members 
Mstep: Class 16 contains 24118 members 
Mstep: Class 17 contains 224520 members 
Mstep: Class 18 contains 10349 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 20401 members 
Mstep: Class 21 contains 228880 members 
Mstep: Class 22 contains 13264 members 
Mstep: Class 23 contains 67340 members 
Mstep: Class 24 contains 17174 members 
Mstep: Class 25 contains 7299 members 
Mstep: Class 26 contains 5124 members 
Mstep: Class 27 contains 9460 members 
Mstep: Class 28 contains 9161 members 
Mstep: Class 29 contains 11163 members 
Mstep: Class 30 contains 44416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157674896.000000 Penalty: 106611.812500
Iteration 104Q: 31 clusters Score -1.576749e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 11472 members 
Mstep: Class 3 contains 6151 members 
Mstep: Class 4 contains 221038 members 
Mstep: Class 5 contains 102857 members 
Mstep: Class 6 contains 8095 members 
Mstep: Class 7 contains 21465 members 
Mstep: Class 8 contains 137560 members 
Mstep: Class 9 contains 45809 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 5321 members 
Mstep: Class 12 contains 10894 members 
Mstep: Class 13 contains 27167 members 
Mstep: Class 14 contains 310904 members 
Mstep: Class 15 contains 5104 members 
Mstep: Class 16 contains 24126 members 
Mstep: Class 17 contains 224491 members 
Mstep: Class 18 contains 10352 members 
Mstep: Class 19 contains 22634 members 
Mstep: Class 20 contains 20392 members 
Mstep: Class 21 contains 228878 members 
Mstep: Class 22 contains 13261 members 
Mstep: Class 23 contains 67334 members 
Mstep: Class 24 contains 17170 members 
Mstep: Class 25 contains 7324 members 
Mstep: Class 26 contains 5166 members 
Mstep: Class 27 contains 9465 members 
Mstep: Class 28 contains 9189 members 
Mstep: Class 29 contains 11167 members 
Mstep: Class 30 contains 44413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675008.000000 Penalty: 106611.812500
Iteration 105Q: 31 clusters Score -1.57675e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 11479 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 221036 members 
Mstep: Class 5 contains 102848 members 
Mstep: Class 6 contains 8094 members 
Mstep: Class 7 contains 21461 members 
Mstep: Class 8 contains 137561 members 
Mstep: Class 9 contains 45798 members 
Mstep: Class 10 contains 9097 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 10869 members 
Mstep: Class 13 contains 27140 members 
Mstep: Class 14 contains 310882 members 
Mstep: Class 15 contains 5098 members 
Mstep: Class 16 contains 24136 members 
Mstep: Class 17 contains 224475 members 
Mstep: Class 18 contains 10356 members 
Mstep: Class 19 contains 22631 members 
Mstep: Class 20 contains 20379 members 
Mstep: Class 21 contains 228879 members 
Mstep: Class 22 contains 13254 members 
Mstep: Class 23 contains 67329 members 
Mstep: Class 24 contains 17169 members 
Mstep: Class 25 contains 7347 members 
Mstep: Class 26 contains 5208 members 
Mstep: Class 27 contains 9476 members 
Mstep: Class 28 contains 9211 members 
Mstep: Class 29 contains 11169 members 
Mstep: Class 30 contains 44396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157674944.000000 Penalty: 106611.812500
Iteration 106Q: 31 clusters Score -1.576749e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 11493 members 
Mstep: Class 3 contains 6146 members 
Mstep: Class 4 contains 221027 members 
Mstep: Class 5 contains 102842 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 21457 members 
Mstep: Class 8 contains 137554 members 
Mstep: Class 9 contains 45792 members 
Mstep: Class 10 contains 9102 members 
Mstep: Class 11 contains 5347 members 
Mstep: Class 12 contains 10838 members 
Mstep: Class 13 contains 27114 members 
Mstep: Class 14 contains 310862 members 
Mstep: Class 15 contains 5096 members 
Mstep: Class 16 contains 24144 members 
Mstep: Class 17 contains 224450 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 22630 members 
Mstep: Class 20 contains 20366 members 
Mstep: Class 21 contains 228879 members 
Mstep: Class 22 contains 13252 members 
Mstep: Class 23 contains 67332 members 
Mstep: Class 24 contains 17168 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 5251 members 
Mstep: Class 27 contains 9486 members 
Mstep: Class 28 contains 9227 members 
Mstep: Class 29 contains 11170 members 
Mstep: Class 30 contains 44396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157674944.000000 Penalty: 106611.812500
Iteration 107Q: 31 clusters Score -1.576749e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 11504 members 
Mstep: Class 3 contains 6144 members 
Mstep: Class 4 contains 221015 members 
Mstep: Class 5 contains 102831 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 21451 members 
Mstep: Class 8 contains 137544 members 
Mstep: Class 9 contains 45779 members 
Mstep: Class 10 contains 9112 members 
Mstep: Class 11 contains 5358 members 
Mstep: Class 12 contains 10812 members 
Mstep: Class 13 contains 27089 members 
Mstep: Class 14 contains 310848 members 
Mstep: Class 15 contains 5094 members 
Mstep: Class 16 contains 24155 members 
Mstep: Class 17 contains 224434 members 
Mstep: Class 18 contains 10361 members 
Mstep: Class 19 contains 22620 members 
Mstep: Class 20 contains 20359 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13254 members 
Mstep: Class 23 contains 67336 members 
Mstep: Class 24 contains 17170 members 
Mstep: Class 25 contains 7392 members 
Mstep: Class 26 contains 5288 members 
Mstep: Class 27 contains 9503 members 
Mstep: Class 28 contains 9240 members 
Mstep: Class 29 contains 11168 members 
Mstep: Class 30 contains 44388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157674960.000000 Penalty: 106611.812500
Iteration 108Q: 31 clusters Score -1.57675e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 11514 members 
Mstep: Class 3 contains 6142 members 
Mstep: Class 4 contains 221004 members 
Mstep: Class 5 contains 102823 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 21447 members 
Mstep: Class 8 contains 137538 members 
Mstep: Class 9 contains 45761 members 
Mstep: Class 10 contains 9117 members 
Mstep: Class 11 contains 5366 members 
Mstep: Class 12 contains 10781 members 
Mstep: Class 13 contains 27069 members 
Mstep: Class 14 contains 310826 members 
Mstep: Class 15 contains 5091 members 
Mstep: Class 16 contains 24163 members 
Mstep: Class 17 contains 224431 members 
Mstep: Class 18 contains 10362 members 
Mstep: Class 19 contains 22610 members 
Mstep: Class 20 contains 20346 members 
Mstep: Class 21 contains 228879 members 
Mstep: Class 22 contains 13253 members 
Mstep: Class 23 contains 67345 members 
Mstep: Class 24 contains 17172 members 
Mstep: Class 25 contains 7418 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 9522 members 
Mstep: Class 28 contains 9256 members 
Mstep: Class 29 contains 11166 members 
Mstep: Class 30 contains 44383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675328.000000 Penalty: 106611.812500
Iteration 109Q: 31 clusters Score -1.576753e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 11525 members 
Mstep: Class 3 contains 6145 members 
Mstep: Class 4 contains 221001 members 
Mstep: Class 5 contains 102817 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 21441 members 
Mstep: Class 8 contains 137535 members 
Mstep: Class 9 contains 45745 members 
Mstep: Class 10 contains 9122 members 
Mstep: Class 11 contains 5373 members 
Mstep: Class 12 contains 10753 members 
Mstep: Class 13 contains 27052 members 
Mstep: Class 14 contains 310805 members 
Mstep: Class 15 contains 5090 members 
Mstep: Class 16 contains 24190 members 
Mstep: Class 17 contains 224416 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 22606 members 
Mstep: Class 20 contains 20330 members 
Mstep: Class 21 contains 228879 members 
Mstep: Class 22 contains 13249 members 
Mstep: Class 23 contains 67349 members 
Mstep: Class 24 contains 17173 members 
Mstep: Class 25 contains 7440 members 
Mstep: Class 26 contains 5361 members 
Mstep: Class 27 contains 9533 members 
Mstep: Class 28 contains 9268 members 
Mstep: Class 29 contains 11163 members 
Mstep: Class 30 contains 44381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675200.000000 Penalty: 106611.812500
Iteration 110Q: 31 clusters Score -1.576752e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 11533 members 
Mstep: Class 3 contains 6143 members 
Mstep: Class 4 contains 221004 members 
Mstep: Class 5 contains 102809 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 21436 members 
Mstep: Class 8 contains 137524 members 
Mstep: Class 9 contains 45734 members 
Mstep: Class 10 contains 9127 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 10730 members 
Mstep: Class 13 contains 27031 members 
Mstep: Class 14 contains 310785 members 
Mstep: Class 15 contains 5091 members 
Mstep: Class 16 contains 24216 members 
Mstep: Class 17 contains 224406 members 
Mstep: Class 18 contains 10352 members 
Mstep: Class 19 contains 22610 members 
Mstep: Class 20 contains 20319 members 
Mstep: Class 21 contains 228878 members 
Mstep: Class 22 contains 13244 members 
Mstep: Class 23 contains 67364 members 
Mstep: Class 24 contains 17170 members 
Mstep: Class 25 contains 7462 members 
Mstep: Class 26 contains 5404 members 
Mstep: Class 27 contains 9548 members 
Mstep: Class 28 contains 9264 members 
Mstep: Class 29 contains 11161 members 
Mstep: Class 30 contains 44368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675072.000000 Penalty: 106611.812500
Iteration 111Q: 31 clusters Score -1.576751e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 11543 members 
Mstep: Class 3 contains 6143 members 
Mstep: Class 4 contains 221003 members 
Mstep: Class 5 contains 102800 members 
Mstep: Class 6 contains 8093 members 
Mstep: Class 7 contains 21434 members 
Mstep: Class 8 contains 137519 members 
Mstep: Class 9 contains 45718 members 
Mstep: Class 10 contains 9138 members 
Mstep: Class 11 contains 5379 members 
Mstep: Class 12 contains 10709 members 
Mstep: Class 13 contains 27016 members 
Mstep: Class 14 contains 310764 members 
Mstep: Class 15 contains 5092 members 
Mstep: Class 16 contains 24223 members 
Mstep: Class 17 contains 224400 members 
Mstep: Class 18 contains 10348 members 
Mstep: Class 19 contains 22605 members 
Mstep: Class 20 contains 20316 members 
Mstep: Class 21 contains 228879 members 
Mstep: Class 22 contains 13245 members 
Mstep: Class 23 contains 67351 members 
Mstep: Class 24 contains 17169 members 
Mstep: Class 25 contains 7478 members 
Mstep: Class 26 contains 5447 members 
Mstep: Class 27 contains 9566 members 
Mstep: Class 28 contains 9269 members 
Mstep: Class 29 contains 11162 members 
Mstep: Class 30 contains 44350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675264.000000 Penalty: 106611.812500
Iteration 112Q: 31 clusters Score -1.576753e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 11545 members 
Mstep: Class 3 contains 6143 members 
Mstep: Class 4 contains 220999 members 
Mstep: Class 5 contains 102794 members 
Mstep: Class 6 contains 8094 members 
Mstep: Class 7 contains 21429 members 
Mstep: Class 8 contains 137519 members 
Mstep: Class 9 contains 45704 members 
Mstep: Class 10 contains 9153 members 
Mstep: Class 11 contains 5384 members 
Mstep: Class 12 contains 10689 members 
Mstep: Class 13 contains 26996 members 
Mstep: Class 14 contains 310736 members 
Mstep: Class 15 contains 5089 members 
Mstep: Class 16 contains 24240 members 
Mstep: Class 17 contains 224389 members 
Mstep: Class 18 contains 10349 members 
Mstep: Class 19 contains 22603 members 
Mstep: Class 20 contains 20317 members 
Mstep: Class 21 contains 228879 members 
Mstep: Class 22 contains 13242 members 
Mstep: Class 23 contains 67335 members 
Mstep: Class 24 contains 17162 members 
Mstep: Class 25 contains 7497 members 
Mstep: Class 26 contains 5504 members 
Mstep: Class 27 contains 9577 members 
Mstep: Class 28 contains 9266 members 
Mstep: Class 29 contains 11158 members 
Mstep: Class 30 contains 44351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675520.000000 Penalty: 106611.812500
Iteration 113Q: 31 clusters Score -1.576755e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 11545 members 
Mstep: Class 3 contains 6145 members 
Mstep: Class 4 contains 220986 members 
Mstep: Class 5 contains 102789 members 
Mstep: Class 6 contains 8096 members 
Mstep: Class 7 contains 21425 members 
Mstep: Class 8 contains 137516 members 
Mstep: Class 9 contains 45695 members 
Mstep: Class 10 contains 9167 members 
Mstep: Class 11 contains 5395 members 
Mstep: Class 12 contains 10674 members 
Mstep: Class 13 contains 26982 members 
Mstep: Class 14 contains 310721 members 
Mstep: Class 15 contains 5085 members 
Mstep: Class 16 contains 24255 members 
Mstep: Class 17 contains 224375 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 19 contains 22600 members 
Mstep: Class 20 contains 20314 members 
Mstep: Class 21 contains 228878 members 
Mstep: Class 22 contains 13241 members 
Mstep: Class 23 contains 67326 members 
Mstep: Class 24 contains 17158 members 
Mstep: Class 25 contains 7514 members 
Mstep: Class 26 contains 5547 members 
Mstep: Class 27 contains 9586 members 
Mstep: Class 28 contains 9246 members 
Mstep: Class 29 contains 11154 members 
Mstep: Class 30 contains 44363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675472.000000 Penalty: 106611.812500
Iteration 114Q: 31 clusters Score -1.576755e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 11550 members 
Mstep: Class 3 contains 6146 members 
Mstep: Class 4 contains 220985 members 
Mstep: Class 5 contains 102787 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21424 members 
Mstep: Class 8 contains 137517 members 
Mstep: Class 9 contains 45688 members 
Mstep: Class 10 contains 9176 members 
Mstep: Class 11 contains 5404 members 
Mstep: Class 12 contains 10651 members 
Mstep: Class 13 contains 26970 members 
Mstep: Class 14 contains 310705 members 
Mstep: Class 15 contains 5085 members 
Mstep: Class 16 contains 24252 members 
Mstep: Class 17 contains 224358 members 
Mstep: Class 18 contains 10346 members 
Mstep: Class 19 contains 22596 members 
Mstep: Class 20 contains 20311 members 
Mstep: Class 21 contains 228879 members 
Mstep: Class 22 contains 13241 members 
Mstep: Class 23 contains 67317 members 
Mstep: Class 24 contains 17158 members 
Mstep: Class 25 contains 7538 members 
Mstep: Class 26 contains 5595 members 
Mstep: Class 27 contains 9591 members 
Mstep: Class 28 contains 9246 members 
Mstep: Class 29 contains 11153 members 
Mstep: Class 30 contains 44357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675616.000000 Penalty: 106611.812500
Iteration 115Q: 31 clusters Score -1.576756e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 11553 members 
Mstep: Class 3 contains 6146 members 
Mstep: Class 4 contains 220986 members 
Mstep: Class 5 contains 102780 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21422 members 
Mstep: Class 8 contains 137515 members 
Mstep: Class 9 contains 45682 members 
Mstep: Class 10 contains 9179 members 
Mstep: Class 11 contains 5412 members 
Mstep: Class 12 contains 10620 members 
Mstep: Class 13 contains 26957 members 
Mstep: Class 14 contains 310694 members 
Mstep: Class 15 contains 5082 members 
Mstep: Class 16 contains 24261 members 
Mstep: Class 17 contains 224355 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 22594 members 
Mstep: Class 20 contains 20309 members 
Mstep: Class 21 contains 228881 members 
Mstep: Class 22 contains 13240 members 
Mstep: Class 23 contains 67308 members 
Mstep: Class 24 contains 17158 members 
Mstep: Class 25 contains 7568 members 
Mstep: Class 26 contains 5630 members 
Mstep: Class 27 contains 9592 members 
Mstep: Class 28 contains 9240 members 
Mstep: Class 29 contains 11153 members 
Mstep: Class 30 contains 44360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675664.000000 Penalty: 106611.812500
Iteration 116Q: 31 clusters Score -1.576757e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 11557 members 
Mstep: Class 3 contains 6146 members 
Mstep: Class 4 contains 220986 members 
Mstep: Class 5 contains 102776 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21420 members 
Mstep: Class 8 contains 137505 members 
Mstep: Class 9 contains 45676 members 
Mstep: Class 10 contains 9184 members 
Mstep: Class 11 contains 5415 members 
Mstep: Class 12 contains 10591 members 
Mstep: Class 13 contains 26950 members 
Mstep: Class 14 contains 310692 members 
Mstep: Class 15 contains 5079 members 
Mstep: Class 16 contains 24270 members 
Mstep: Class 17 contains 224347 members 
Mstep: Class 18 contains 10336 members 
Mstep: Class 19 contains 22592 members 
Mstep: Class 20 contains 20306 members 
Mstep: Class 21 contains 228880 members 
Mstep: Class 22 contains 13240 members 
Mstep: Class 23 contains 67301 members 
Mstep: Class 24 contains 17159 members 
Mstep: Class 25 contains 7588 members 
Mstep: Class 26 contains 5668 members 
Mstep: Class 27 contains 9592 members 
Mstep: Class 28 contains 9239 members 
Mstep: Class 29 contains 11154 members 
Mstep: Class 30 contains 44361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675440.000000 Penalty: 106611.812500
Iteration 117Q: 31 clusters Score -1.576754e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 11560 members 
Mstep: Class 3 contains 6144 members 
Mstep: Class 4 contains 220989 members 
Mstep: Class 5 contains 102775 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21415 members 
Mstep: Class 8 contains 137502 members 
Mstep: Class 9 contains 45665 members 
Mstep: Class 10 contains 9188 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 10574 members 
Mstep: Class 13 contains 26940 members 
Mstep: Class 14 contains 310689 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 24274 members 
Mstep: Class 17 contains 224351 members 
Mstep: Class 18 contains 10332 members 
Mstep: Class 19 contains 22584 members 
Mstep: Class 20 contains 20305 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13240 members 
Mstep: Class 23 contains 67296 members 
Mstep: Class 24 contains 17160 members 
Mstep: Class 25 contains 7591 members 
Mstep: Class 26 contains 5713 members 
Mstep: Class 27 contains 9594 members 
Mstep: Class 28 contains 9241 members 
Mstep: Class 29 contains 11154 members 
Mstep: Class 30 contains 44358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675632.000000 Penalty: 106611.812500
Iteration 118Q: 31 clusters Score -1.576756e+08 nChanged 206
Entering ConstructFrom: 
Score: -157675632.000000 Penalty: 106611.812500
Entering ConstructFrom: 
Trying to split cluster 1 (33901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Entering Unmasked Estep 
Score: -3309799.750000 Penalty: 2586.937500
	Iteration 0F: 2 clusters Score -3309800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -3286743.750000 Penalty: 5173.875000
	Iteration 0F: 3 clusters Score -3286744 nChanged 15375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -3295071.250000 Penalty: 5173.875000
	Iteration 1F: 3 clusters Score -3295071 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3295663.500000 Penalty: 5173.875000
	Iteration 2Q: 3 clusters Score -3295664 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3296235.000000 Penalty: 5173.875000
	Iteration 3Q: 3 clusters Score -3296235 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3296884.750000 Penalty: 5173.875000
	Iteration 4Q: 3 clusters Score -3296885 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3297670.000000 Penalty: 5173.875000
	Iteration 5Q: 3 clusters Score -3297670 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3298668.000000 Penalty: 5173.875000
	Iteration 6F: 3 clusters Score -3298668 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -3300017.000000 Penalty: 5173.875000
	Iteration 7F: 3 clusters Score -3300017 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3301608.750000 Penalty: 5173.875000
	Iteration 8F: 3 clusters Score -3301609 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -3303246.500000 Penalty: 5173.875000
	Iteration 9F: 3 clusters Score -3303246 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -3304407.750000 Penalty: 5173.875000
	Iteration 10Q: 3 clusters Score -3304408 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -3305201.250000 Penalty: 5173.875000
	Iteration 11Q: 3 clusters Score -3305201 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -3305691.250000 Penalty: 5173.875000
	Iteration 12Q: 3 clusters Score -3305691 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -3305998.250000 Penalty: 5173.875000
	Iteration 13Q: 3 clusters Score -3305998 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3306246.500000 Penalty: 5173.875000
	Iteration 14Q: 3 clusters Score -3306246 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3306419.500000 Penalty: 5173.875000
	Iteration 15Q: 3 clusters Score -3306420 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3306572.250000 Penalty: 5173.875000
	Iteration 16Q: 3 clusters Score -3306572 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3306718.000000 Penalty: 5173.875000
	Iteration 17Q: 3 clusters Score -3306718 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3306854.500000 Penalty: 5173.875000
	Iteration 18Q: 3 clusters Score -3306854 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3306984.000000 Penalty: 5173.875000
	Iteration 19Q: 3 clusters Score -3306984 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3307119.750000 Penalty: 5173.875000
	Iteration 20F: 3 clusters Score -3307120 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3307221.250000 Penalty: 5173.875000
	Iteration 21Q: 3 clusters Score -3307221 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3307319.750000 Penalty: 5173.875000
	Iteration 22Q: 3 clusters Score -3307320 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3307394.750000 Penalty: 5173.875000
	Iteration 23Q: 3 clusters Score -3307395 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3307446.500000 Penalty: 5173.875000
	Iteration 24Q: 3 clusters Score -3307446 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3307498.500000 Penalty: 5173.875000
	Iteration 25Q: 3 clusters Score -3307498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3307527.500000 Penalty: 5173.875000
	Iteration 26Q: 3 clusters Score -3307528 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3307547.750000 Penalty: 5173.875000
	Iteration 27Q: 3 clusters Score -3307548 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3307583.000000 Penalty: 5173.875000
	Iteration 28Q: 3 clusters Score -3307583 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3307603.250000 Penalty: 5173.875000
	Iteration 29Q: 3 clusters Score -3307603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3307617.250000 Penalty: 5173.875000
	Iteration 30Q: 3 clusters Score -3307617 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3307633.750000 Penalty: 5173.875000
	Iteration 31Q: 3 clusters Score -3307634 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3307651.250000 Penalty: 5173.875000
	Iteration 32Q: 3 clusters Score -3307651 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3307664.750000 Penalty: 5173.875000
	Iteration 33Q: 3 clusters Score -3307665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3307663.250000 Penalty: 5173.875000
	Iteration 34Q: 3 clusters Score -3307663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3307674.750000 Penalty: 5173.875000
	Iteration 35Q: 3 clusters Score -3307675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3307680.000000 Penalty: 5173.875000
	Iteration 36Q: 3 clusters Score -3307680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3307685.000000 Penalty: 5173.875000
	Iteration 37Q: 3 clusters Score -3307685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3307698.250000 Penalty: 5173.875000
	Iteration 38Q: 3 clusters Score -3307698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3307705.250000 Penalty: 5173.875000
	Iteration 39Q: 3 clusters Score -3307705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3307713.000000 Penalty: 5173.875000
	Iteration 40F: 3 clusters Score -3307713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3307717.000000 Penalty: 5173.875000
	Iteration 41Q: 3 clusters Score -3307717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3307733.250000 Penalty: 5173.875000
	Iteration 42Q: 3 clusters Score -3307733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3307736.250000 Penalty: 5173.875000
	Iteration 43Q: 3 clusters Score -3307736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3307743.000000 Penalty: 5173.875000
	Iteration 44Q: 3 clusters Score -3307743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3307751.000000 Penalty: 5173.875000
	Iteration 45Q: 3 clusters Score -3307751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3307752.500000 Penalty: 5173.875000
	Iteration 46Q: 3 clusters Score -3307752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3307753.750000 Penalty: 5173.875000
	Iteration 47Q: 3 clusters Score -3307754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3307759.250000 Penalty: 5173.875000
	Iteration 48Q: 3 clusters Score -3307759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3307758.250000 Penalty: 5173.875000
	Iteration 49Q: 3 clusters Score -3307758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3307757.500000 Penalty: 5173.875000
	Iteration 50Q: 3 clusters Score -3307758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3307757.500000 Penalty: 5173.875000
	Iteration 51F: 3 clusters Score -3307758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Entering Unmasked Estep 
Score: -1116191.125000 Penalty: 2320.158936
	Iteration 0F: 2 clusters Score -1116191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1107542.750000 Penalty: 4640.317871
	Iteration 0F: 3 clusters Score -1107543 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1110093.000000 Penalty: 4640.317871
	Iteration 1F: 3 clusters Score -1110093 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1110424.375000 Penalty: 4640.317871
	Iteration 2F: 3 clusters Score -1110424 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1110675.000000 Penalty: 4640.317871
	Iteration 3Q: 3 clusters Score -1110675 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1110924.000000 Penalty: 4640.317871
	Iteration 4Q: 3 clusters Score -1110924 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1111214.750000 Penalty: 4640.317871
	Iteration 5Q: 3 clusters Score -1111215 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1111567.875000 Penalty: 4640.317871
	Iteration 6Q: 3 clusters Score -1111568 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1111914.500000 Penalty: 4640.317871
	Iteration 7Q: 3 clusters Score -1111914 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1112259.125000 Penalty: 4640.317871
	Iteration 8Q: 3 clusters Score -1112259 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1112617.125000 Penalty: 4640.317871
	Iteration 9Q: 3 clusters Score -1112617 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1112923.250000 Penalty: 4640.317871
	Iteration 10Q: 3 clusters Score -1112923 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1113154.625000 Penalty: 4640.317871
	Iteration 11Q: 3 clusters Score -1113155 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1113356.500000 Penalty: 4640.317871
	Iteration 12Q: 3 clusters Score -1113356 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1113509.875000 Penalty: 4640.317871
	Iteration 13Q: 3 clusters Score -1113510 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1113628.000000 Penalty: 4640.317871
	Iteration 14Q: 3 clusters Score -1113628 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1113719.500000 Penalty: 4640.317871
	Iteration 15Q: 3 clusters Score -1113720 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1113792.500000 Penalty: 4640.317871
	Iteration 16Q: 3 clusters Score -1113792 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1113840.375000 Penalty: 4640.317871
	Iteration 17Q: 3 clusters Score -1113840 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1113877.250000 Penalty: 4640.317871
	Iteration 18Q: 3 clusters Score -1113877 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1113915.625000 Penalty: 4640.317871
	Iteration 19Q: 3 clusters Score -1113916 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1113947.875000 Penalty: 4640.317871
	Iteration 20F: 3 clusters Score -1113948 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1113986.250000 Penalty: 4640.317871
	Iteration 21Q: 3 clusters Score -1113986 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1114032.750000 Penalty: 4640.317871
	Iteration 22Q: 3 clusters Score -1114033 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1114082.125000 Penalty: 4640.317871
	Iteration 23Q: 3 clusters Score -1114082 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1114142.625000 Penalty: 4640.317871
	Iteration 24Q: 3 clusters Score -1114143 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1114221.750000 Penalty: 4640.317871
	Iteration 25Q: 3 clusters Score -1114222 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1114305.375000 Penalty: 4640.317871
	Iteration 26Q: 3 clusters Score -1114305 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1114387.750000 Penalty: 4640.317871
	Iteration 27Q: 3 clusters Score -1114388 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1114479.000000 Penalty: 4640.317871
	Iteration 28Q: 3 clusters Score -1114479 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1114578.625000 Penalty: 4640.317871
	Iteration 29Q: 3 clusters Score -1114579 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1114707.750000 Penalty: 4640.317871
	Iteration 30Q: 3 clusters Score -1114708 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1114866.375000 Penalty: 4640.317871
	Iteration 31Q: 3 clusters Score -1114866 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1115074.875000 Penalty: 4640.317871
	Iteration 32Q: 3 clusters Score -1115075 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1115367.875000 Penalty: 4640.317871
	Iteration 33Q: 3 clusters Score -1115368 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1115664.000000 Penalty: 4640.317871
	Iteration 34Q: 3 clusters Score -1115664 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1115833.250000 Penalty: 4640.317871
	Iteration 35Q: 3 clusters Score -1115833 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1115910.500000 Penalty: 4640.317871
	Iteration 36Q: 3 clusters Score -1115910 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1115949.250000 Penalty: 4640.317871
	Iteration 37Q: 3 clusters Score -1115949 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1115974.625000 Penalty: 4640.317871
	Iteration 38Q: 3 clusters Score -1115975 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1115990.000000 Penalty: 4640.317871
	Iteration 39Q: 3 clusters Score -1115990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1115998.875000 Penalty: 4640.317871
	Iteration 40F: 3 clusters Score -1115999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1116001.500000 Penalty: 4640.317871
	Iteration 41Q: 3 clusters Score -1116002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1116001.000000 Penalty: 4640.317871
	Iteration 42Q: 3 clusters Score -1116001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1116003.375000 Penalty: 4640.317871
	Iteration 43Q: 3 clusters Score -1116003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1116003.000000 Penalty: 4640.317871
	Iteration 44Q: 3 clusters Score -1116003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1116002.125000 Penalty: 4640.317871
	Iteration 45Q: 3 clusters Score -1116002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1116004.875000 Penalty: 4640.317871
	Iteration 46Q: 3 clusters Score -1116005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1116005.875000 Penalty: 4640.317871
	Iteration 47Q: 3 clusters Score -1116006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1116006.750000 Penalty: 4640.317871
	Iteration 48Q: 3 clusters Score -1116007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1116007.375000 Penalty: 4640.317871
	Iteration 49Q: 3 clusters Score -1116007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1116007.375000 Penalty: 4640.317871
	Iteration 50F: 3 clusters Score -1116007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Entering Unmasked Estep 
Score: -578459.125000 Penalty: 2163.240234
	Iteration 0F: 2 clusters Score -578459.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -573288.687500 Penalty: 4326.480469
	Iteration 0F: 3 clusters Score -573288.7 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -574654.062500 Penalty: 4326.480469
	Iteration 1F: 3 clusters Score -574654.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -575125.562500 Penalty: 4326.480469
	Iteration 2F: 3 clusters Score -575125.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -575857.125000 Penalty: 4326.480469
	Iteration 3F: 3 clusters Score -575857.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -576732.812500 Penalty: 4326.480469
	Iteration 4F: 3 clusters Score -576732.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -577376.937500 Penalty: 4326.480469
	Iteration 5F: 3 clusters Score -577376.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -577677.125000 Penalty: 4326.480469
	Iteration 6F: 3 clusters Score -577677.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -577804.750000 Penalty: 4326.480469
	Iteration 7Q: 3 clusters Score -577804.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -577850.562500 Penalty: 4326.480469
	Iteration 8Q: 3 clusters Score -577850.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -577870.312500 Penalty: 4326.480469
	Iteration 9Q: 3 clusters Score -577870.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -577877.062500 Penalty: 4326.480469
	Iteration 10Q: 3 clusters Score -577877.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -577879.187500 Penalty: 4326.480469
	Iteration 11Q: 3 clusters Score -577879.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -577882.312500 Penalty: 4326.480469
	Iteration 12Q: 3 clusters Score -577882.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -577884.062500 Penalty: 4326.480469
	Iteration 13Q: 3 clusters Score -577884.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -577883.062500 Penalty: 4326.480469
	Iteration 14Q: 3 clusters Score -577883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -577884.500000 Penalty: 4326.480469
	Iteration 15Q: 3 clusters Score -577884.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -577885.812500 Penalty: 4326.480469
	Iteration 16Q: 3 clusters Score -577885.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -577888.500000 Penalty: 4326.480469
	Iteration 17Q: 3 clusters Score -577888.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -577888.250000 Penalty: 4326.480469
	Iteration 18Q: 3 clusters Score -577888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -577888.750000 Penalty: 4326.480469
	Iteration 19Q: 3 clusters Score -577888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -577888.750000 Penalty: 4326.480469
	Iteration 20F: 3 clusters Score -577888.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (220989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220989 members 
Entering Unmasked Estep 
Score: -21624284.000000 Penalty: 3051.855225
	Iteration 0F: 2 clusters Score -2.162428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110577 members 
Mstep: Class 2 contains 110412 members 
Entering Unmasked Estep 
Score: -21478886.000000 Penalty: 6103.710449
	Iteration 0F: 3 clusters Score -2.147889e+07 nChanged 106585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110688 members 
Mstep: Class 2 contains 110301 members 
Entering Unmasked Estep 
Score: -21541308.000000 Penalty: 6103.710449
	Iteration 1F: 3 clusters Score -2.154131e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110531 members 
Mstep: Class 2 contains 110458 members 
Entering Unmasked Estep 
Score: -21542286.000000 Penalty: 6103.710449
	Iteration 2Q: 3 clusters Score -2.154229e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110158 members 
Mstep: Class 2 contains 110831 members 
Entering Unmasked Estep 
Score: -21543186.000000 Penalty: 6103.710449
	Iteration 3Q: 3 clusters Score -2.154319e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109444 members 
Mstep: Class 2 contains 111545 members 
Entering Unmasked Estep 
Score: -21544254.000000 Penalty: 6103.710449
	Iteration 4Q: 3 clusters Score -2.154425e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108224 members 
Mstep: Class 2 contains 112765 members 
Entering Unmasked Estep 
Score: -21545648.000000 Penalty: 6103.710449
	Iteration 5Q: 3 clusters Score -2.154565e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106313 members 
Mstep: Class 2 contains 114676 members 
Entering Unmasked Estep 
Score: -21547504.000000 Penalty: 6103.710449
	Iteration 6Q: 3 clusters Score -2.15475e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103502 members 
Mstep: Class 2 contains 117487 members 
Entering Unmasked Estep 
Score: -21549808.000000 Penalty: 6103.710449
	Iteration 7Q: 3 clusters Score -2.154981e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99187 members 
Mstep: Class 2 contains 121802 members 
Entering Unmasked Estep 
Score: -21552828.000000 Penalty: 6103.710449
	Iteration 8Q: 3 clusters Score -2.155283e+07 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93023 members 
Mstep: Class 2 contains 127966 members 
Entering Unmasked Estep 
Score: -21557068.000000 Penalty: 6103.710449
	Iteration 9Q: 3 clusters Score -2.155707e+07 nChanged 12157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84820 members 
Mstep: Class 2 contains 136169 members 
Entering Unmasked Estep 
Score: -21562808.000000 Penalty: 6103.710449
	Iteration 10F: 3 clusters Score -2.156281e+07 nChanged 13266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74834 members 
Mstep: Class 2 contains 146155 members 
Entering Unmasked Estep 
Score: -21570176.000000 Penalty: 6103.710449
	Iteration 11F: 3 clusters Score -2.157018e+07 nChanged 13588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 157327 members 
Entering Unmasked Estep 
Score: -21578252.000000 Penalty: 6103.710449
	Iteration 12F: 3 clusters Score -2.157825e+07 nChanged 13155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 168960 members 
Entering Unmasked Estep 
Score: -21586292.000000 Penalty: 6103.710449
	Iteration 13F: 3 clusters Score -2.158629e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 180209 members 
Entering Unmasked Estep 
Score: -21593350.000000 Penalty: 6103.710449
	Iteration 14F: 3 clusters Score -2.159335e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 190580 members 
Entering Unmasked Estep 
Score: -21599706.000000 Penalty: 6103.710449
	Iteration 15Q: 3 clusters Score -2.159971e+07 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 199960 members 
Entering Unmasked Estep 
Score: -21606254.000000 Penalty: 6103.710449
	Iteration 16Q: 3 clusters Score -2.160625e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 207662 members 
Entering Unmasked Estep 
Score: -21611778.000000 Penalty: 6103.710449
	Iteration 17Q: 3 clusters Score -2.161178e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 213286 members 
Entering Unmasked Estep 
Score: -21616042.000000 Penalty: 6103.710449
	Iteration 18Q: 3 clusters Score -2.161604e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 216918 members 
Entering Unmasked Estep 
Score: -21618944.000000 Penalty: 6103.710449
	Iteration 19Q: 3 clusters Score -2.161894e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 218812 members 
Entering Unmasked Estep 
Score: -21620376.000000 Penalty: 6103.710449
	Iteration 20F: 3 clusters Score -2.162038e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 219639 members 
Entering Unmasked Estep 
Score: -21621040.000000 Penalty: 6103.710449
	Iteration 21Q: 3 clusters Score -2.162104e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 219991 members 
Entering Unmasked Estep 
Score: -21621460.000000 Penalty: 6103.710449
	Iteration 22Q: 3 clusters Score -2.162146e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 220171 members 
Entering Unmasked Estep 
Score: -21621570.000000 Penalty: 6103.710449
	Iteration 23Q: 3 clusters Score -2.162157e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 220270 members 
Entering Unmasked Estep 
Score: -21621680.000000 Penalty: 6103.710449
	Iteration 24Q: 3 clusters Score -2.162168e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 220326 members 
Entering Unmasked Estep 
Score: -21621714.000000 Penalty: 6103.710449
	Iteration 25Q: 3 clusters Score -2.162171e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 220361 members 
Entering Unmasked Estep 
Score: -21621714.000000 Penalty: 6103.710449
	Iteration 26Q: 3 clusters Score -2.162171e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 220372 members 
Entering Unmasked Estep 
Score: -21621726.000000 Penalty: 6103.710449
	Iteration 27Q: 3 clusters Score -2.162173e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 220388 members 
Entering Unmasked Estep 
Score: -21621756.000000 Penalty: 6103.710449
	Iteration 28Q: 3 clusters Score -2.162176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 220394 members 
Entering Unmasked Estep 
Score: -21621758.000000 Penalty: 6103.710449
	Iteration 29Q: 3 clusters Score -2.162176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 220403 members 
Entering Unmasked Estep 
Score: -21621770.000000 Penalty: 6103.710449
	Iteration 30Q: 3 clusters Score -2.162177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 220409 members 
Entering Unmasked Estep 
Score: -21621794.000000 Penalty: 6103.710449
	Iteration 31Q: 3 clusters Score -2.162179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 220416 members 
Entering Unmasked Estep 
Score: -21621808.000000 Penalty: 6103.710449
	Iteration 32Q: 3 clusters Score -2.162181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 220426 members 
Entering Unmasked Estep 
Score: -21621804.000000 Penalty: 6103.710449
	Iteration 33Q: 3 clusters Score -2.16218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 220430 members 
Entering Unmasked Estep 
Score: -21621822.000000 Penalty: 6103.710449
	Iteration 34Q: 3 clusters Score -2.162182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 220437 members 
Entering Unmasked Estep 
Score: -21621816.000000 Penalty: 6103.710449
	Iteration 35Q: 3 clusters Score -2.162182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 220436 members 
Entering Unmasked Estep 
Score: -21621834.000000 Penalty: 6103.710449
	Iteration 36Q: 3 clusters Score -2.162183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 220440 members 
Entering Unmasked Estep 
Score: -21621826.000000 Penalty: 6103.710449
	Iteration 37Q: 3 clusters Score -2.162183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 220442 members 
Entering Unmasked Estep 
Score: -21621810.000000 Penalty: 6103.710449
	Iteration 38Q: 3 clusters Score -2.162181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 220445 members 
Entering Unmasked Estep 
Score: -21621818.000000 Penalty: 6103.710449
	Iteration 39Q: 3 clusters Score -2.162182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 220446 members 
Entering Unmasked Estep 
Score: -21621832.000000 Penalty: 6103.710449
	Iteration 40F: 3 clusters Score -2.162183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 220448 members 
Entering Unmasked Estep 
Score: -21621824.000000 Penalty: 6103.710449
	Iteration 41Q: 3 clusters Score -2.162182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 220448 members 
Entering Unmasked Estep 
Score: -21621846.000000 Penalty: 6103.710449
	Iteration 42Q: 3 clusters Score -2.162185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 220448 members 
Entering Unmasked Estep 
Score: -21621852.000000 Penalty: 6103.710449
	Iteration 43Q: 3 clusters Score -2.162185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 220450 members 
Entering Unmasked Estep 
Score: -21621862.000000 Penalty: 6103.710449
	Iteration 44Q: 3 clusters Score -2.162186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 220455 members 
Entering Unmasked Estep 
Score: -21621864.000000 Penalty: 6103.710449
	Iteration 45Q: 3 clusters Score -2.162186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 220455 members 
Entering Unmasked Estep 
Score: -21621870.000000 Penalty: 6103.710449
	Iteration 46Q: 3 clusters Score -2.162187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 220458 members 
Entering Unmasked Estep 
Score: -21621876.000000 Penalty: 6103.710449
	Iteration 47Q: 3 clusters Score -2.162188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 220463 members 
Entering Unmasked Estep 
Score: -21621858.000000 Penalty: 6103.710449
	Iteration 48Q: 3 clusters Score -2.162186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 220464 members 
Entering Unmasked Estep 
Score: -21621876.000000 Penalty: 6103.710449
	Iteration 49Q: 3 clusters Score -2.162188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 220465 members 
Entering Unmasked Estep 
Score: -21621882.000000 Penalty: 6103.710449
	Iteration 50Q: 3 clusters Score -2.162188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 220467 members 
Entering Unmasked Estep 
Score: -21621872.000000 Penalty: 6103.710449
	Iteration 51Q: 3 clusters Score -2.162187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 220469 members 
Entering Unmasked Estep 
Score: -21621890.000000 Penalty: 6103.710449
	Iteration 52Q: 3 clusters Score -2.162189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 220469 members 
Entering Unmasked Estep 
Score: -21621890.000000 Penalty: 6103.710449
	Iteration 53F: 3 clusters Score -2.162189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102772 members 
Entering Unmasked Estep 
Score: -10131704.000000 Penalty: 2861.986328
	Iteration 0F: 2 clusters Score -1.01317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -10062948.000000 Penalty: 5723.972656
	Iteration 0F: 3 clusters Score -1.006295e+07 nChanged 48699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -10090665.000000 Penalty: 5723.972656
	Iteration 1F: 3 clusters Score -1.009066e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -10091367.000000 Penalty: 5723.972656
	Iteration 2Q: 3 clusters Score -1.009137e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -10092155.000000 Penalty: 5723.972656
	Iteration 3Q: 3 clusters Score -1.009216e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -10092977.000000 Penalty: 5723.972656
	Iteration 4Q: 3 clusters Score -1.009298e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -10093788.000000 Penalty: 5723.972656
	Iteration 5Q: 3 clusters Score -1.009379e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -10094957.000000 Penalty: 5723.972656
	Iteration 6Q: 3 clusters Score -1.009496e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -10096481.000000 Penalty: 5723.972656
	Iteration 7Q: 3 clusters Score -1.009648e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 58262 members 
Entering Unmasked Estep 
Score: -10098381.000000 Penalty: 5723.972656
	Iteration 8Q: 3 clusters Score -1.009838e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -10100620.000000 Penalty: 5723.972656
	Iteration 9F: 3 clusters Score -1.010062e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -10103176.000000 Penalty: 5723.972656
	Iteration 10F: 3 clusters Score -1.010318e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -10105927.000000 Penalty: 5723.972656
	Iteration 11F: 3 clusters Score -1.010593e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 74492 members 
Entering Unmasked Estep 
Score: -10109011.000000 Penalty: 5723.972656
	Iteration 12F: 3 clusters Score -1.010901e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -10112069.000000 Penalty: 5723.972656
	Iteration 13F: 3 clusters Score -1.011207e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -10115375.000000 Penalty: 5723.972656
	Iteration 14F: 3 clusters Score -1.011538e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 89639 members 
Entering Unmasked Estep 
Score: -10118835.000000 Penalty: 5723.972656
	Iteration 15Q: 3 clusters Score -1.011884e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 93905 members 
Entering Unmasked Estep 
Score: -10122115.000000 Penalty: 5723.972656
	Iteration 16Q: 3 clusters Score -1.012212e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
Score: -10124971.000000 Penalty: 5723.972656
	Iteration 17Q: 3 clusters Score -1.012497e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 99719 members 
Entering Unmasked Estep 
Score: -10126994.000000 Penalty: 5723.972656
	Iteration 18Q: 3 clusters Score -1.012699e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 101046 members 
Entering Unmasked Estep 
Score: -10128105.000000 Penalty: 5723.972656
	Iteration 19Q: 3 clusters Score -1.01281e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 101690 members 
Entering Unmasked Estep 
Score: -10128724.000000 Penalty: 5723.972656
	Iteration 20F: 3 clusters Score -1.012872e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 101953 members 
Entering Unmasked Estep 
Score: -10128997.000000 Penalty: 5723.972656
	Iteration 21Q: 3 clusters Score -1.0129e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 102079 members 
Entering Unmasked Estep 
Score: -10129146.000000 Penalty: 5723.972656
	Iteration 22Q: 3 clusters Score -1.012915e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 102148 members 
Entering Unmasked Estep 
Score: -10129247.000000 Penalty: 5723.972656
	Iteration 23Q: 3 clusters Score -1.012925e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 102189 members 
Entering Unmasked Estep 
Score: -10129333.000000 Penalty: 5723.972656
	Iteration 24Q: 3 clusters Score -1.012933e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 102202 members 
Entering Unmasked Estep 
Score: -10129364.000000 Penalty: 5723.972656
	Iteration 25Q: 3 clusters Score -1.012936e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 102210 members 
Entering Unmasked Estep 
Score: -10129397.000000 Penalty: 5723.972656
	Iteration 26Q: 3 clusters Score -1.01294e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 102219 members 
Entering Unmasked Estep 
Score: -10129429.000000 Penalty: 5723.972656
	Iteration 27Q: 3 clusters Score -1.012943e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 102227 members 
Entering Unmasked Estep 
Score: -10129422.000000 Penalty: 5723.972656
	Iteration 28Q: 3 clusters Score -1.012942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 102233 members 
Entering Unmasked Estep 
Score: -10129447.000000 Penalty: 5723.972656
	Iteration 29Q: 3 clusters Score -1.012945e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 102236 members 
Entering Unmasked Estep 
Score: -10129458.000000 Penalty: 5723.972656
	Iteration 30Q: 3 clusters Score -1.012946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 102238 members 
Entering Unmasked Estep 
Score: -10129473.000000 Penalty: 5723.972656
	Iteration 31Q: 3 clusters Score -1.012947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 102237 members 
Entering Unmasked Estep 
Score: -10129485.000000 Penalty: 5723.972656
	Iteration 32Q: 3 clusters Score -1.012948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 102239 members 
Entering Unmasked Estep 
Score: -10129494.000000 Penalty: 5723.972656
	Iteration 33Q: 3 clusters Score -1.012949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 102239 members 
Entering Unmasked Estep 
Score: -10129494.000000 Penalty: 5723.972656
	Iteration 34Q: 3 clusters Score -1.012949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 102241 members 
Entering Unmasked Estep 
Score: -10129498.000000 Penalty: 5723.972656
	Iteration 35Q: 3 clusters Score -1.01295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 102244 members 
Entering Unmasked Estep 
Score: -10129501.000000 Penalty: 5723.972656
	Iteration 36Q: 3 clusters Score -1.01295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 102242 members 
Entering Unmasked Estep 
Score: -10129498.000000 Penalty: 5723.972656
	Iteration 37Q: 3 clusters Score -1.01295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 102240 members 
Entering Unmasked Estep 
Score: -10129502.000000 Penalty: 5723.972656
	Iteration 38Q: 3 clusters Score -1.01295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 102242 members 
Entering Unmasked Estep 
Score: -10129513.000000 Penalty: 5723.972656
	Iteration 39Q: 3 clusters Score -1.012951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 102246 members 
Entering Unmasked Estep 
Score: -10129507.000000 Penalty: 5723.972656
	Iteration 40F: 3 clusters Score -1.012951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 102244 members 
Entering Unmasked Estep 
Score: -10129509.000000 Penalty: 5723.972656
	Iteration 41Q: 3 clusters Score -1.012951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 102243 members 
Entering Unmasked Estep 
Score: -10129514.000000 Penalty: 5723.972656
	Iteration 42Q: 3 clusters Score -1.012951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 102244 members 
Entering Unmasked Estep 
Score: -10129494.000000 Penalty: 5723.972656
	Iteration 43Q: 3 clusters Score -1.012949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 102246 members 
Entering Unmasked Estep 
Score: -10129491.000000 Penalty: 5723.972656
	Iteration 44Q: 3 clusters Score -1.012949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 102248 members 
Entering Unmasked Estep 
Score: -10129497.000000 Penalty: 5723.972656
	Iteration 45Q: 3 clusters Score -1.01295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 102252 members 
Entering Unmasked Estep 
Score: -10129508.000000 Penalty: 5723.972656
	Iteration 46Q: 3 clusters Score -1.012951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 102253 members 
Entering Unmasked Estep 
Score: -10129514.000000 Penalty: 5723.972656
	Iteration 47Q: 3 clusters Score -1.012951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 102251 members 
Entering Unmasked Estep 
Score: -10129514.000000 Penalty: 5723.972656
	Iteration 48Q: 3 clusters Score -1.012951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 102250 members 
Entering Unmasked Estep 
Score: -10129512.000000 Penalty: 5723.972656
	Iteration 49Q: 3 clusters Score -1.012951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 102250 members 
Entering Unmasked Estep 
Score: -10129521.000000 Penalty: 5723.972656
	Iteration 50Q: 3 clusters Score -1.012952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 102251 members 
Entering Unmasked Estep 
Score: -10129527.000000 Penalty: 5723.972656
	Iteration 51Q: 3 clusters Score -1.012953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 102252 members 
Entering Unmasked Estep 
Score: -10129516.000000 Penalty: 5723.972656
	Iteration 52Q: 3 clusters Score -1.012952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 102253 members 
Entering Unmasked Estep 
Score: -10129523.000000 Penalty: 5723.972656
	Iteration 53Q: 3 clusters Score -1.012952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 102252 members 
Entering Unmasked Estep 
Score: -10129535.000000 Penalty: 5723.972656
	Iteration 54Q: 3 clusters Score -1.012954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 102250 members 
Entering Unmasked Estep 
Score: -10129540.000000 Penalty: 5723.972656
	Iteration 55Q: 3 clusters Score -1.012954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 102247 members 
Entering Unmasked Estep 
Score: -10129542.000000 Penalty: 5723.972656
	Iteration 56Q: 3 clusters Score -1.012954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 102247 members 
Entering Unmasked Estep 
Score: -10129539.000000 Penalty: 5723.972656
	Iteration 57Q: 3 clusters Score -1.012954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 102246 members 
Entering Unmasked Estep 
Score: -10129540.000000 Penalty: 5723.972656
	Iteration 58Q: 3 clusters Score -1.012954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 102245 members 
Entering Unmasked Estep 
Score: -10129543.000000 Penalty: 5723.972656
	Iteration 59Q: 3 clusters Score -1.012954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 102245 members 
Entering Unmasked Estep 
Score: -10129543.000000 Penalty: 5723.972656
	Iteration 60F: 3 clusters Score -1.012954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Entering Unmasked Estep 
Score: -806069.687500 Penalty: 2231.813721
	Iteration 0F: 2 clusters Score -806069.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -799604.312500 Penalty: 4463.627441
	Iteration 0F: 3 clusters Score -799604.3 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -801357.812500 Penalty: 4463.627441
	Iteration 1F: 3 clusters Score -801357.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -801613.812500 Penalty: 4463.627441
	Iteration 2F: 3 clusters Score -801613.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -801794.562500 Penalty: 4463.627441
	Iteration 3Q: 3 clusters Score -801794.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -801923.937500 Penalty: 4463.627441
	Iteration 4Q: 3 clusters Score -801923.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -802036.125000 Penalty: 4463.627441
	Iteration 5Q: 3 clusters Score -802036.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -802128.375000 Penalty: 4463.627441
	Iteration 6Q: 3 clusters Score -802128.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -802206.562500 Penalty: 4463.627441
	Iteration 7Q: 3 clusters Score -802206.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -802284.812500 Penalty: 4463.627441
	Iteration 8Q: 3 clusters Score -802284.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -802361.750000 Penalty: 4463.627441
	Iteration 9Q: 3 clusters Score -802361.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -802451.937500 Penalty: 4463.627441
	Iteration 10Q: 3 clusters Score -802451.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -802572.250000 Penalty: 4463.627441
	Iteration 11Q: 3 clusters Score -802572.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -802725.250000 Penalty: 4463.627441
	Iteration 12Q: 3 clusters Score -802725.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -802903.625000 Penalty: 4463.627441
	Iteration 13Q: 3 clusters Score -802903.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -803106.312500 Penalty: 4463.627441
	Iteration 14Q: 3 clusters Score -803106.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -803311.687500 Penalty: 4463.627441
	Iteration 15Q: 3 clusters Score -803311.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -803493.250000 Penalty: 4463.627441
	Iteration 16Q: 3 clusters Score -803493.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -803644.125000 Penalty: 4463.627441
	Iteration 17Q: 3 clusters Score -803644.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -803757.687500 Penalty: 4463.627441
	Iteration 18Q: 3 clusters Score -803757.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -803833.250000 Penalty: 4463.627441
	Iteration 19Q: 3 clusters Score -803833.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -803884.562500 Penalty: 4463.627441
	Iteration 20F: 3 clusters Score -803884.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -803934.437500 Penalty: 4463.627441
	Iteration 21Q: 3 clusters Score -803934.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -803968.312500 Penalty: 4463.627441
	Iteration 22Q: 3 clusters Score -803968.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -803985.937500 Penalty: 4463.627441
	Iteration 23Q: 3 clusters Score -803985.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -803999.312500 Penalty: 4463.627441
	Iteration 24Q: 3 clusters Score -803999.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -804010.500000 Penalty: 4463.627441
	Iteration 25Q: 3 clusters Score -804010.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -804021.062500 Penalty: 4463.627441
	Iteration 26Q: 3 clusters Score -804021.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -804029.562500 Penalty: 4463.627441
	Iteration 27Q: 3 clusters Score -804029.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -804038.062500 Penalty: 4463.627441
	Iteration 28Q: 3 clusters Score -804038.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -804043.625000 Penalty: 4463.627441
	Iteration 29Q: 3 clusters Score -804043.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -804051.687500 Penalty: 4463.627441
	Iteration 30Q: 3 clusters Score -804051.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -804059.125000 Penalty: 4463.627441
	Iteration 31Q: 3 clusters Score -804059.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -804064.562500 Penalty: 4463.627441
	Iteration 32Q: 3 clusters Score -804064.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -804069.937500 Penalty: 4463.627441
	Iteration 33Q: 3 clusters Score -804069.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -804072.250000 Penalty: 4463.627441
	Iteration 34Q: 3 clusters Score -804072.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -804077.562500 Penalty: 4463.627441
	Iteration 35Q: 3 clusters Score -804077.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -804082.375000 Penalty: 4463.627441
	Iteration 36Q: 3 clusters Score -804082.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -804087.250000 Penalty: 4463.627441
	Iteration 37Q: 3 clusters Score -804087.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -804093.750000 Penalty: 4463.627441
	Iteration 38Q: 3 clusters Score -804093.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -804095.312500 Penalty: 4463.627441
	Iteration 39Q: 3 clusters Score -804095.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -804098.187500 Penalty: 4463.627441
	Iteration 40F: 3 clusters Score -804098.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -804100.125000 Penalty: 4463.627441
	Iteration 41Q: 3 clusters Score -804100.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -804104.312500 Penalty: 4463.627441
	Iteration 42Q: 3 clusters Score -804104.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -804105.687500 Penalty: 4463.627441
	Iteration 43Q: 3 clusters Score -804105.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -804107.937500 Penalty: 4463.627441
	Iteration 44Q: 3 clusters Score -804107.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -804110.875000 Penalty: 4463.627441
	Iteration 45Q: 3 clusters Score -804110.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -804112.375000 Penalty: 4463.627441
	Iteration 46Q: 3 clusters Score -804112.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -804113.250000 Penalty: 4463.627441
	Iteration 47Q: 3 clusters Score -804113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -804113.937500 Penalty: 4463.627441
	Iteration 48Q: 3 clusters Score -804113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -804114.437500 Penalty: 4463.627441
	Iteration 49Q: 3 clusters Score -804114.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -804114.562500 Penalty: 4463.627441
	Iteration 50Q: 3 clusters Score -804114.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -804114.562500 Penalty: 4463.627441
	Iteration 51F: 3 clusters Score -804114.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Entering Unmasked Estep 
Score: -1945547.375000 Penalty: 2472.983154
	Iteration 0F: 2 clusters Score -1945547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1930671.000000 Penalty: 4945.966309
	Iteration 0F: 3 clusters Score -1930671 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1936117.500000 Penalty: 4945.966309
	Iteration 1F: 3 clusters Score -1936118 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1937190.125000 Penalty: 4945.966309
	Iteration 2F: 3 clusters Score -1937190 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1938440.750000 Penalty: 4945.966309
	Iteration 3F: 3 clusters Score -1938441 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1939643.750000 Penalty: 4945.966309
	Iteration 4F: 3 clusters Score -1939644 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1940678.875000 Penalty: 4945.966309
	Iteration 5F: 3 clusters Score -1940679 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1941525.625000 Penalty: 4945.966309
	Iteration 6F: 3 clusters Score -1941526 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1942147.125000 Penalty: 4945.966309
	Iteration 7Q: 3 clusters Score -1942147 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1942579.250000 Penalty: 4945.966309
	Iteration 8Q: 3 clusters Score -1942579 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1942971.625000 Penalty: 4945.966309
	Iteration 9Q: 3 clusters Score -1942972 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1943316.000000 Penalty: 4945.966309
	Iteration 10Q: 3 clusters Score -1943316 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1943595.125000 Penalty: 4945.966309
	Iteration 11Q: 3 clusters Score -1943595 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1943786.125000 Penalty: 4945.966309
	Iteration 12Q: 3 clusters Score -1943786 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1943969.875000 Penalty: 4945.966309
	Iteration 13Q: 3 clusters Score -1943970 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1944145.125000 Penalty: 4945.966309
	Iteration 14Q: 3 clusters Score -1944145 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1944295.000000 Penalty: 4945.966309
	Iteration 15Q: 3 clusters Score -1944295 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1944421.125000 Penalty: 4945.966309
	Iteration 16Q: 3 clusters Score -1944421 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1944514.250000 Penalty: 4945.966309
	Iteration 17Q: 3 clusters Score -1944514 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1944581.750000 Penalty: 4945.966309
	Iteration 18Q: 3 clusters Score -1944582 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1944630.375000 Penalty: 4945.966309
	Iteration 19Q: 3 clusters Score -1944630 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1944672.250000 Penalty: 4945.966309
	Iteration 20F: 3 clusters Score -1944672 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1944708.125000 Penalty: 4945.966309
	Iteration 21Q: 3 clusters Score -1944708 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1944757.500000 Penalty: 4945.966309
	Iteration 22Q: 3 clusters Score -1944758 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1944795.000000 Penalty: 4945.966309
	Iteration 23Q: 3 clusters Score -1944795 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1944813.625000 Penalty: 4945.966309
	Iteration 24Q: 3 clusters Score -1944814 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1944834.000000 Penalty: 4945.966309
	Iteration 25Q: 3 clusters Score -1944834 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1944851.500000 Penalty: 4945.966309
	Iteration 26Q: 3 clusters Score -1944852 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1944875.375000 Penalty: 4945.966309
	Iteration 27Q: 3 clusters Score -1944875 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1944888.125000 Penalty: 4945.966309
	Iteration 28Q: 3 clusters Score -1944888 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1944903.875000 Penalty: 4945.966309
	Iteration 29Q: 3 clusters Score -1944904 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1944915.500000 Penalty: 4945.966309
	Iteration 30Q: 3 clusters Score -1944916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1944927.875000 Penalty: 4945.966309
	Iteration 31Q: 3 clusters Score -1944928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1944940.625000 Penalty: 4945.966309
	Iteration 32Q: 3 clusters Score -1944941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1944947.500000 Penalty: 4945.966309
	Iteration 33Q: 3 clusters Score -1944948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1944957.625000 Penalty: 4945.966309
	Iteration 34Q: 3 clusters Score -1944958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1944959.750000 Penalty: 4945.966309
	Iteration 35Q: 3 clusters Score -1944960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1944964.625000 Penalty: 4945.966309
	Iteration 36Q: 3 clusters Score -1944965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1944973.875000 Penalty: 4945.966309
	Iteration 37Q: 3 clusters Score -1944974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1944976.375000 Penalty: 4945.966309
	Iteration 38Q: 3 clusters Score -1944976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1944976.625000 Penalty: 4945.966309
	Iteration 39Q: 3 clusters Score -1944977 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1944977.625000 Penalty: 4945.966309
	Iteration 40F: 3 clusters Score -1944978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1944993.625000 Penalty: 4945.966309
	Iteration 41Q: 3 clusters Score -1944994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1944998.125000 Penalty: 4945.966309
	Iteration 42Q: 3 clusters Score -1944998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1944999.375000 Penalty: 4945.966309
	Iteration 43Q: 3 clusters Score -1944999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1945004.000000 Penalty: 4945.966309
	Iteration 44Q: 3 clusters Score -1945004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1945007.875000 Penalty: 4945.966309
	Iteration 45Q: 3 clusters Score -1945008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1945010.125000 Penalty: 4945.966309
	Iteration 46Q: 3 clusters Score -1945010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1945016.625000 Penalty: 4945.966309
	Iteration 47Q: 3 clusters Score -1945017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1945018.000000 Penalty: 4945.966309
	Iteration 48Q: 3 clusters Score -1945018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1945017.375000 Penalty: 4945.966309
	Iteration 49Q: 3 clusters Score -1945017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1945025.500000 Penalty: 4945.966309
	Iteration 50Q: 3 clusters Score -1945026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1945030.125000 Penalty: 4945.966309
	Iteration 51Q: 3 clusters Score -1945030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1945033.750000 Penalty: 4945.966309
	Iteration 52Q: 3 clusters Score -1945034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1945032.750000 Penalty: 4945.966309
	Iteration 53Q: 3 clusters Score -1945033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1945038.000000 Penalty: 4945.966309
	Iteration 54Q: 3 clusters Score -1945038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1945047.250000 Penalty: 4945.966309
	Iteration 55Q: 3 clusters Score -1945047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1945048.000000 Penalty: 4945.966309
	Iteration 56Q: 3 clusters Score -1945048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1945048.500000 Penalty: 4945.966309
	Iteration 57Q: 3 clusters Score -1945048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1945051.125000 Penalty: 4945.966309
	Iteration 58Q: 3 clusters Score -1945051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1945058.500000 Penalty: 4945.966309
	Iteration 59Q: 3 clusters Score -1945058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1945055.125000 Penalty: 4945.966309
	Iteration 60F: 3 clusters Score -1945055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1945055.375000 Penalty: 4945.966309
	Iteration 61Q: 3 clusters Score -1945055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1945059.125000 Penalty: 4945.966309
	Iteration 62Q: 3 clusters Score -1945059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1945059.375000 Penalty: 4945.966309
	Iteration 63Q: 3 clusters Score -1945059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1945058.625000 Penalty: 4945.966309
	Iteration 64Q: 3 clusters Score -1945059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1945060.375000 Penalty: 4945.966309
	Iteration 65Q: 3 clusters Score -1945060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1945064.875000 Penalty: 4945.966309
	Iteration 66Q: 3 clusters Score -1945065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1945064.375000 Penalty: 4945.966309
	Iteration 67Q: 3 clusters Score -1945064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1945065.000000 Penalty: 4945.966309
	Iteration 68Q: 3 clusters Score -1945065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1945067.875000 Penalty: 4945.966309
	Iteration 69Q: 3 clusters Score -1945068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1945065.125000 Penalty: 4945.966309
	Iteration 70Q: 3 clusters Score -1945065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1945066.000000 Penalty: 4945.966309
	Iteration 71Q: 3 clusters Score -1945066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1945066.125000 Penalty: 4945.966309
	Iteration 72Q: 3 clusters Score -1945066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1945065.250000 Penalty: 4945.966309
	Iteration 73Q: 3 clusters Score -1945065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1945067.625000 Penalty: 4945.966309
	Iteration 74Q: 3 clusters Score -1945068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1945068.000000 Penalty: 4945.966309
	Iteration 75Q: 3 clusters Score -1945068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1945073.750000 Penalty: 4945.966309
	Iteration 76Q: 3 clusters Score -1945074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1945078.500000 Penalty: 4945.966309
	Iteration 77Q: 3 clusters Score -1945078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1945083.500000 Penalty: 4945.966309
	Iteration 78Q: 3 clusters Score -1945084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1945082.375000 Penalty: 4945.966309
	Iteration 79Q: 3 clusters Score -1945082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1945083.875000 Penalty: 4945.966309
	Iteration 80F: 3 clusters Score -1945084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1945087.000000 Penalty: 4945.966309
	Iteration 81Q: 3 clusters Score -1945087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1945087.250000 Penalty: 4945.966309
	Iteration 82Q: 3 clusters Score -1945087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1945086.750000 Penalty: 4945.966309
	Iteration 83Q: 3 clusters Score -1945087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1945089.125000 Penalty: 4945.966309
	Iteration 84Q: 3 clusters Score -1945089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1945093.125000 Penalty: 4945.966309
	Iteration 85Q: 3 clusters Score -1945093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1945094.750000 Penalty: 4945.966309
	Iteration 86Q: 3 clusters Score -1945095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1945097.875000 Penalty: 4945.966309
	Iteration 87Q: 3 clusters Score -1945098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1945100.000000 Penalty: 4945.966309
	Iteration 88Q: 3 clusters Score -1945100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1945100.000000 Penalty: 4945.966309
	Iteration 89Q: 3 clusters Score -1945100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1945099.500000 Penalty: 4945.966309
	Iteration 90Q: 3 clusters Score -1945100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1945103.625000 Penalty: 4945.966309
	Iteration 91Q: 3 clusters Score -1945104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1945105.875000 Penalty: 4945.966309
	Iteration 92Q: 3 clusters Score -1945106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1945105.875000 Penalty: 4945.966309
	Iteration 93Q: 3 clusters Score -1945106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1945102.500000 Penalty: 4945.966309
	Iteration 94Q: 3 clusters Score -1945102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1945106.875000 Penalty: 4945.966309
	Iteration 95Q: 3 clusters Score -1945107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1945106.000000 Penalty: 4945.966309
	Iteration 96Q: 3 clusters Score -1945106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1945107.875000 Penalty: 4945.966309
	Iteration 97Q: 3 clusters Score -1945108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1945108.000000 Penalty: 4945.966309
	Iteration 98Q: 3 clusters Score -1945108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1945112.250000 Penalty: 4945.966309
	Iteration 99Q: 3 clusters Score -1945112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1945111.750000 Penalty: 4945.966309
	Iteration 100F: 3 clusters Score -1945112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1945112.500000 Penalty: 4945.966309
	Iteration 101Q: 3 clusters Score -1945112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1945112.500000 Penalty: 4945.966309
	Iteration 102F: 3 clusters Score -1945112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (137496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137496 members 
Entering Unmasked Estep 
Score: -13308699.000000 Penalty: 2934.174805
	Iteration 0F: 2 clusters Score -1.33087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 68697 members 
Entering Unmasked Estep 
Score: -13216280.000000 Penalty: 5868.349609
	Iteration 0F: 3 clusters Score -1.321628e+07 nChanged 65976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69897 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -13253780.000000 Penalty: 5868.349609
	Iteration 1F: 3 clusters Score -1.325378e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 67229 members 
Entering Unmasked Estep 
Score: -13254667.000000 Penalty: 5868.349609
	Iteration 2Q: 3 clusters Score -1.325467e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70814 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -13255835.000000 Penalty: 5868.349609
	Iteration 3Q: 3 clusters Score -1.325584e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 2 contains 65873 members 
Entering Unmasked Estep 
Score: -13257373.000000 Penalty: 5868.349609
	Iteration 4Q: 3 clusters Score -1.325737e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 64657 members 
Entering Unmasked Estep 
Score: -13259763.000000 Penalty: 5868.349609
	Iteration 5Q: 3 clusters Score -1.325976e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74483 members 
Mstep: Class 2 contains 63013 members 
Entering Unmasked Estep 
Score: -13262439.000000 Penalty: 5868.349609
	Iteration 6Q: 3 clusters Score -1.326244e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -13265373.000000 Penalty: 5868.349609
	Iteration 7Q: 3 clusters Score -1.326537e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80077 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -13268209.000000 Penalty: 5868.349609
	Iteration 8Q: 3 clusters Score -1.326821e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84352 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -13271914.000000 Penalty: 5868.349609
	Iteration 9F: 3 clusters Score -1.327191e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89652 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -13276573.000000 Penalty: 5868.349609
	Iteration 10F: 3 clusters Score -1.327657e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95362 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -13282407.000000 Penalty: 5868.349609
	Iteration 11F: 3 clusters Score -1.328241e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100768 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -13288070.000000 Penalty: 5868.349609
	Iteration 12F: 3 clusters Score -1.328807e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105303 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -13292116.000000 Penalty: 5868.349609
	Iteration 13Q: 3 clusters Score -1.329212e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109078 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -13294676.000000 Penalty: 5868.349609
	Iteration 14Q: 3 clusters Score -1.329468e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112455 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -13296615.000000 Penalty: 5868.349609
	Iteration 15Q: 3 clusters Score -1.329662e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115625 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -13298376.000000 Penalty: 5868.349609
	Iteration 16Q: 3 clusters Score -1.329838e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118600 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -13300153.000000 Penalty: 5868.349609
	Iteration 17Q: 3 clusters Score -1.330015e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121414 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -13301862.000000 Penalty: 5868.349609
	Iteration 18Q: 3 clusters Score -1.330186e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123924 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -13303523.000000 Penalty: 5868.349609
	Iteration 19Q: 3 clusters Score -1.330352e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126073 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -13305034.000000 Penalty: 5868.349609
	Iteration 20F: 3 clusters Score -1.330503e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127878 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -13306386.000000 Penalty: 5868.349609
	Iteration 21Q: 3 clusters Score -1.330639e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129221 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -13307463.000000 Penalty: 5868.349609
	Iteration 22Q: 3 clusters Score -1.330746e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130210 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -13308180.000000 Penalty: 5868.349609
	Iteration 23Q: 3 clusters Score -1.330818e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130876 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -13308626.000000 Penalty: 5868.349609
	Iteration 24Q: 3 clusters Score -1.330863e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131343 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -13308875.000000 Penalty: 5868.349609
	Iteration 25Q: 3 clusters Score -1.330888e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131683 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -13309003.000000 Penalty: 5868.349609
	Iteration 26Q: 3 clusters Score -1.3309e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131966 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -13309152.000000 Penalty: 5868.349609
	Iteration 27Q: 3 clusters Score -1.330915e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132170 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -13309165.000000 Penalty: 5868.349609
	Iteration 28Q: 3 clusters Score -1.330916e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132312 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -13309236.000000 Penalty: 5868.349609
	Iteration 29Q: 3 clusters Score -1.330924e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132447 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -13309261.000000 Penalty: 5868.349609
	Iteration 30Q: 3 clusters Score -1.330926e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132574 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -13309297.000000 Penalty: 5868.349609
	Iteration 31Q: 3 clusters Score -1.33093e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132679 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -13309311.000000 Penalty: 5868.349609
	Iteration 32Q: 3 clusters Score -1.330931e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132768 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -13309315.000000 Penalty: 5868.349609
	Iteration 33Q: 3 clusters Score -1.330932e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132833 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -13309324.000000 Penalty: 5868.349609
	Iteration 34Q: 3 clusters Score -1.330932e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132874 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -13309327.000000 Penalty: 5868.349609
	Iteration 35Q: 3 clusters Score -1.330933e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132913 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -13309341.000000 Penalty: 5868.349609
	Iteration 36Q: 3 clusters Score -1.330934e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132943 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -13309333.000000 Penalty: 5868.349609
	Iteration 37Q: 3 clusters Score -1.330933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132956 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -13309333.000000 Penalty: 5868.349609
	Iteration 38Q: 3 clusters Score -1.330933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132961 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -13309329.000000 Penalty: 5868.349609
	Iteration 39Q: 3 clusters Score -1.330933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132965 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -13309334.000000 Penalty: 5868.349609
	Iteration 40F: 3 clusters Score -1.330933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132972 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -13309326.000000 Penalty: 5868.349609
	Iteration 41Q: 3 clusters Score -1.330933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132982 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -13309334.000000 Penalty: 5868.349609
	Iteration 42Q: 3 clusters Score -1.330933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132988 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -13309338.000000 Penalty: 5868.349609
	Iteration 43Q: 3 clusters Score -1.330934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132992 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -13309347.000000 Penalty: 5868.349609
	Iteration 44Q: 3 clusters Score -1.330935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132997 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -13309348.000000 Penalty: 5868.349609
	Iteration 45Q: 3 clusters Score -1.330935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133004 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -13309353.000000 Penalty: 5868.349609
	Iteration 46Q: 3 clusters Score -1.330935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133008 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -13309344.000000 Penalty: 5868.349609
	Iteration 47Q: 3 clusters Score -1.330934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133009 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -13309343.000000 Penalty: 5868.349609
	Iteration 48Q: 3 clusters Score -1.330934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133009 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -13309343.000000 Penalty: 5868.349609
	Iteration 49F: 3 clusters Score -1.330934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 11562 members 
Mstep: Class 3 contains 6141 members 
Mstep: Class 4 contains 220989 members 
Mstep: Class 5 contains 102772 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21412 members 
Mstep: Class 8 contains 133009 members 
Mstep: Class 9 contains 45654 members 
Mstep: Class 10 contains 9192 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 10566 members 
Mstep: Class 13 contains 26929 members 
Mstep: Class 14 contains 310687 members 
Mstep: Class 15 contains 5080 members 
Mstep: Class 16 contains 24281 members 
Mstep: Class 17 contains 224347 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 22577 members 
Mstep: Class 20 contains 20305 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13240 members 
Mstep: Class 23 contains 67289 members 
Mstep: Class 24 contains 17160 members 
Mstep: Class 25 contains 7596 members 
Mstep: Class 26 contains 5751 members 
Mstep: Class 27 contains 9595 members 
Mstep: Class 28 contains 9251 members 
Mstep: Class 29 contains 11153 members 
Mstep: Class 30 contains 44345 members 
Mstep: Class 31 contains 4487 members 
Entering Unmasked Estep 
Score: -157675344.000000 Penalty: 110165.539062
Splitting cluster 8 changes total score from -157675632.000000 to -157675344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (45654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Entering Unmasked Estep 
Score: -4455088.000000 Penalty: 2660.753906
	Iteration 0F: 2 clusters Score -4455088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -4424383.500000 Penalty: 5321.507812
	Iteration 0F: 3 clusters Score -4424384 nChanged 20961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -4435951.000000 Penalty: 5321.507812
	Iteration 1F: 3 clusters Score -4435951 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -4436542.500000 Penalty: 5321.507812
	Iteration 2Q: 3 clusters Score -4436542 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -4437098.000000 Penalty: 5321.507812
	Iteration 3Q: 3 clusters Score -4437098 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -4437722.500000 Penalty: 5321.507812
	Iteration 4Q: 3 clusters Score -4437722 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -4438446.000000 Penalty: 5321.507812
	Iteration 5Q: 3 clusters Score -4438446 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -4439416.000000 Penalty: 5321.507812
	Iteration 6Q: 3 clusters Score -4439416 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -4440739.000000 Penalty: 5321.507812
	Iteration 7Q: 3 clusters Score -4440739 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -4442310.500000 Penalty: 5321.507812
	Iteration 8F: 3 clusters Score -4442310 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -4444024.000000 Penalty: 5321.507812
	Iteration 9F: 3 clusters Score -4444024 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -4445660.000000 Penalty: 5321.507812
	Iteration 10F: 3 clusters Score -4445660 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -4447115.000000 Penalty: 5321.507812
	Iteration 11Q: 3 clusters Score -4447115 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -4448215.500000 Penalty: 5321.507812
	Iteration 12Q: 3 clusters Score -4448216 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -4448966.500000 Penalty: 5321.507812
	Iteration 13Q: 3 clusters Score -4448966 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -4449565.000000 Penalty: 5321.507812
	Iteration 14Q: 3 clusters Score -4449565 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -4450024.500000 Penalty: 5321.507812
	Iteration 15Q: 3 clusters Score -4450024 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -4450384.500000 Penalty: 5321.507812
	Iteration 16Q: 3 clusters Score -4450384 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -4450733.000000 Penalty: 5321.507812
	Iteration 17Q: 3 clusters Score -4450733 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -4451010.500000 Penalty: 5321.507812
	Iteration 18Q: 3 clusters Score -4451010 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -4451277.500000 Penalty: 5321.507812
	Iteration 19Q: 3 clusters Score -4451278 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4451515.000000 Penalty: 5321.507812
	Iteration 20F: 3 clusters Score -4451515 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4451737.500000 Penalty: 5321.507812
	Iteration 21Q: 3 clusters Score -4451738 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4451915.000000 Penalty: 5321.507812
	Iteration 22Q: 3 clusters Score -4451915 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4452085.000000 Penalty: 5321.507812
	Iteration 23Q: 3 clusters Score -4452085 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4452218.500000 Penalty: 5321.507812
	Iteration 24Q: 3 clusters Score -4452218 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4452320.500000 Penalty: 5321.507812
	Iteration 25Q: 3 clusters Score -4452320 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4452423.000000 Penalty: 5321.507812
	Iteration 26Q: 3 clusters Score -4452423 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4452486.000000 Penalty: 5321.507812
	Iteration 27Q: 3 clusters Score -4452486 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4452539.500000 Penalty: 5321.507812
	Iteration 28Q: 3 clusters Score -4452540 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4452592.500000 Penalty: 5321.507812
	Iteration 29Q: 3 clusters Score -4452592 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4452630.000000 Penalty: 5321.507812
	Iteration 30Q: 3 clusters Score -4452630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4452659.000000 Penalty: 5321.507812
	Iteration 31Q: 3 clusters Score -4452659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4452671.000000 Penalty: 5321.507812
	Iteration 32Q: 3 clusters Score -4452671 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4452683.500000 Penalty: 5321.507812
	Iteration 33Q: 3 clusters Score -4452684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4452708.000000 Penalty: 5321.507812
	Iteration 34Q: 3 clusters Score -4452708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4452720.500000 Penalty: 5321.507812
	Iteration 35Q: 3 clusters Score -4452720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4452723.000000 Penalty: 5321.507812
	Iteration 36Q: 3 clusters Score -4452723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4452730.000000 Penalty: 5321.507812
	Iteration 37Q: 3 clusters Score -4452730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4452745.000000 Penalty: 5321.507812
	Iteration 38Q: 3 clusters Score -4452745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4452749.500000 Penalty: 5321.507812
	Iteration 39Q: 3 clusters Score -4452750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4452757.000000 Penalty: 5321.507812
	Iteration 40F: 3 clusters Score -4452757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4452760.500000 Penalty: 5321.507812
	Iteration 41Q: 3 clusters Score -4452760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4452766.500000 Penalty: 5321.507812
	Iteration 42Q: 3 clusters Score -4452766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4452773.000000 Penalty: 5321.507812
	Iteration 43Q: 3 clusters Score -4452773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4452780.500000 Penalty: 5321.507812
	Iteration 44Q: 3 clusters Score -4452780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4452790.000000 Penalty: 5321.507812
	Iteration 45Q: 3 clusters Score -4452790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4452787.500000 Penalty: 5321.507812
	Iteration 46Q: 3 clusters Score -4452788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4452793.000000 Penalty: 5321.507812
	Iteration 47Q: 3 clusters Score -4452793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4452792.500000 Penalty: 5321.507812
	Iteration 48Q: 3 clusters Score -4452792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4452799.500000 Penalty: 5321.507812
	Iteration 49Q: 3 clusters Score -4452800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4452799.000000 Penalty: 5321.507812
	Iteration 50Q: 3 clusters Score -4452799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4452801.000000 Penalty: 5321.507812
	Iteration 51Q: 3 clusters Score -4452801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4452801.000000 Penalty: 5321.507812
	Iteration 52Q: 3 clusters Score -4452801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4452806.500000 Penalty: 5321.507812
	Iteration 53Q: 3 clusters Score -4452806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4452804.500000 Penalty: 5321.507812
	Iteration 54Q: 3 clusters Score -4452804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4452804.500000 Penalty: 5321.507812
	Iteration 55Q: 3 clusters Score -4452804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4452806.000000 Penalty: 5321.507812
	Iteration 56Q: 3 clusters Score -4452806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4452804.000000 Penalty: 5321.507812
	Iteration 57Q: 3 clusters Score -4452804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4452806.500000 Penalty: 5321.507812
	Iteration 58Q: 3 clusters Score -4452806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4452803.500000 Penalty: 5321.507812
	Iteration 59Q: 3 clusters Score -4452804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4452809.000000 Penalty: 5321.507812
	Iteration 60F: 3 clusters Score -4452809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4452807.500000 Penalty: 5321.507812
	Iteration 61Q: 3 clusters Score -4452808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4452807.500000 Penalty: 5321.507812
	Iteration 62Q: 3 clusters Score -4452808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4452813.000000 Penalty: 5321.507812
	Iteration 63Q: 3 clusters Score -4452813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4452810.000000 Penalty: 5321.507812
	Iteration 64Q: 3 clusters Score -4452810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4452817.000000 Penalty: 5321.507812
	Iteration 65Q: 3 clusters Score -4452817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4452815.500000 Penalty: 5321.507812
	Iteration 66Q: 3 clusters Score -4452816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4452815.500000 Penalty: 5321.507812
	Iteration 67F: 3 clusters Score -4452816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Entering Unmasked Estep 
Score: -869516.937500 Penalty: 2263.270020
	Iteration 0F: 2 clusters Score -869516.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -862271.937500 Penalty: 4526.540039
	Iteration 0F: 3 clusters Score -862271.9 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -864357.437500 Penalty: 4526.540039
	Iteration 1F: 3 clusters Score -864357.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -864656.500000 Penalty: 4526.540039
	Iteration 2F: 3 clusters Score -864656.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -864864.000000 Penalty: 4526.540039
	Iteration 3Q: 3 clusters Score -864864 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -865048.437500 Penalty: 4526.540039
	Iteration 4Q: 3 clusters Score -865048.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -865218.937500 Penalty: 4526.540039
	Iteration 5Q: 3 clusters Score -865218.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -865395.750000 Penalty: 4526.540039
	Iteration 6Q: 3 clusters Score -865395.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -865581.687500 Penalty: 4526.540039
	Iteration 7Q: 3 clusters Score -865581.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -865743.812500 Penalty: 4526.540039
	Iteration 8Q: 3 clusters Score -865743.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -865899.750000 Penalty: 4526.540039
	Iteration 9Q: 3 clusters Score -865899.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -866052.562500 Penalty: 4526.540039
	Iteration 10Q: 3 clusters Score -866052.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -866189.687500 Penalty: 4526.540039
	Iteration 11Q: 3 clusters Score -866189.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -866321.437500 Penalty: 4526.540039
	Iteration 12Q: 3 clusters Score -866321.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -866448.937500 Penalty: 4526.540039
	Iteration 13Q: 3 clusters Score -866448.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -866570.312500 Penalty: 4526.540039
	Iteration 14Q: 3 clusters Score -866570.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -866675.812500 Penalty: 4526.540039
	Iteration 15Q: 3 clusters Score -866675.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -866801.875000 Penalty: 4526.540039
	Iteration 16Q: 3 clusters Score -866801.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -866907.625000 Penalty: 4526.540039
	Iteration 17Q: 3 clusters Score -866907.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -866992.500000 Penalty: 4526.540039
	Iteration 18Q: 3 clusters Score -866992.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -867064.062500 Penalty: 4526.540039
	Iteration 19Q: 3 clusters Score -867064.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -867133.000000 Penalty: 4526.540039
	Iteration 20F: 3 clusters Score -867133 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -867194.312500 Penalty: 4526.540039
	Iteration 21Q: 3 clusters Score -867194.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -867242.250000 Penalty: 4526.540039
	Iteration 22Q: 3 clusters Score -867242.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -867272.437500 Penalty: 4526.540039
	Iteration 23Q: 3 clusters Score -867272.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -867298.437500 Penalty: 4526.540039
	Iteration 24Q: 3 clusters Score -867298.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -867323.750000 Penalty: 4526.540039
	Iteration 25Q: 3 clusters Score -867323.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -867342.500000 Penalty: 4526.540039
	Iteration 26Q: 3 clusters Score -867342.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -867353.375000 Penalty: 4526.540039
	Iteration 27Q: 3 clusters Score -867353.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -867374.062500 Penalty: 4526.540039
	Iteration 28Q: 3 clusters Score -867374.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -867387.187500 Penalty: 4526.540039
	Iteration 29Q: 3 clusters Score -867387.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -867395.000000 Penalty: 4526.540039
	Iteration 30Q: 3 clusters Score -867395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -867407.437500 Penalty: 4526.540039
	Iteration 31Q: 3 clusters Score -867407.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -867416.312500 Penalty: 4526.540039
	Iteration 32Q: 3 clusters Score -867416.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -867426.687500 Penalty: 4526.540039
	Iteration 33Q: 3 clusters Score -867426.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -867434.375000 Penalty: 4526.540039
	Iteration 34Q: 3 clusters Score -867434.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -867437.687500 Penalty: 4526.540039
	Iteration 35Q: 3 clusters Score -867437.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -867442.250000 Penalty: 4526.540039
	Iteration 36Q: 3 clusters Score -867442.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -867449.062500 Penalty: 4526.540039
	Iteration 37Q: 3 clusters Score -867449.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -867451.562500 Penalty: 4526.540039
	Iteration 38Q: 3 clusters Score -867451.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -867452.312500 Penalty: 4526.540039
	Iteration 39Q: 3 clusters Score -867452.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -867452.875000 Penalty: 4526.540039
	Iteration 40F: 3 clusters Score -867452.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -867454.562500 Penalty: 4526.540039
	Iteration 41Q: 3 clusters Score -867454.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -867459.062500 Penalty: 4526.540039
	Iteration 42Q: 3 clusters Score -867459.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -867462.375000 Penalty: 4526.540039
	Iteration 43Q: 3 clusters Score -867462.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -867463.562500 Penalty: 4526.540039
	Iteration 44Q: 3 clusters Score -867463.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -867464.125000 Penalty: 4526.540039
	Iteration 45Q: 3 clusters Score -867464.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -867463.312500 Penalty: 4526.540039
	Iteration 46Q: 3 clusters Score -867463.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -867465.125000 Penalty: 4526.540039
	Iteration 47Q: 3 clusters Score -867465.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -867464.562500 Penalty: 4526.540039
	Iteration 48Q: 3 clusters Score -867464.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -867466.750000 Penalty: 4526.540039
	Iteration 49Q: 3 clusters Score -867466.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -867466.312500 Penalty: 4526.540039
	Iteration 50Q: 3 clusters Score -867466.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -867467.125000 Penalty: 4526.540039
	Iteration 51Q: 3 clusters Score -867467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -867467.500000 Penalty: 4526.540039
	Iteration 52Q: 3 clusters Score -867467.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -867468.562500 Penalty: 4526.540039
	Iteration 53Q: 3 clusters Score -867468.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -867469.375000 Penalty: 4526.540039
	Iteration 54Q: 3 clusters Score -867469.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -867469.375000 Penalty: 4526.540039
	Iteration 55F: 3 clusters Score -867469.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Entering Unmasked Estep 
Score: -468885.562500 Penalty: 2132.312988
	Iteration 0F: 2 clusters Score -468885.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -464110.718750 Penalty: 4264.625977
	Iteration 0F: 3 clusters Score -464110.7 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -465307.156250 Penalty: 4264.625977
	Iteration 1F: 3 clusters Score -465307.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -465595.937500 Penalty: 4264.625977
	Iteration 2F: 3 clusters Score -465595.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -465760.937500 Penalty: 4264.625977
	Iteration 3F: 3 clusters Score -465760.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -465901.718750 Penalty: 4264.625977
	Iteration 4Q: 3 clusters Score -465901.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -466067.375000 Penalty: 4264.625977
	Iteration 5Q: 3 clusters Score -466067.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -466211.000000 Penalty: 4264.625977
	Iteration 6Q: 3 clusters Score -466211 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -466345.406250 Penalty: 4264.625977
	Iteration 7Q: 3 clusters Score -466345.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -466470.968750 Penalty: 4264.625977
	Iteration 8Q: 3 clusters Score -466471 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -466591.187500 Penalty: 4264.625977
	Iteration 9Q: 3 clusters Score -466591.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -466690.218750 Penalty: 4264.625977
	Iteration 10Q: 3 clusters Score -466690.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -466771.968750 Penalty: 4264.625977
	Iteration 11Q: 3 clusters Score -466772 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -466840.937500 Penalty: 4264.625977
	Iteration 12Q: 3 clusters Score -466840.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -466910.750000 Penalty: 4264.625977
	Iteration 13Q: 3 clusters Score -466910.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -466986.406250 Penalty: 4264.625977
	Iteration 14Q: 3 clusters Score -466986.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -467068.531250 Penalty: 4264.625977
	Iteration 15Q: 3 clusters Score -467068.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -467138.250000 Penalty: 4264.625977
	Iteration 16Q: 3 clusters Score -467138.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -467206.875000 Penalty: 4264.625977
	Iteration 17Q: 3 clusters Score -467206.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -467258.625000 Penalty: 4264.625977
	Iteration 18Q: 3 clusters Score -467258.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -467304.937500 Penalty: 4264.625977
	Iteration 19Q: 3 clusters Score -467304.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -467343.687500 Penalty: 4264.625977
	Iteration 20F: 3 clusters Score -467343.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -467385.187500 Penalty: 4264.625977
	Iteration 21Q: 3 clusters Score -467385.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -467427.312500 Penalty: 4264.625977
	Iteration 22Q: 3 clusters Score -467427.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -467462.781250 Penalty: 4264.625977
	Iteration 23Q: 3 clusters Score -467462.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -467507.218750 Penalty: 4264.625977
	Iteration 24Q: 3 clusters Score -467507.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -467547.312500 Penalty: 4264.625977
	Iteration 25Q: 3 clusters Score -467547.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -467581.218750 Penalty: 4264.625977
	Iteration 26Q: 3 clusters Score -467581.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -467615.625000 Penalty: 4264.625977
	Iteration 27Q: 3 clusters Score -467615.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -467641.500000 Penalty: 4264.625977
	Iteration 28Q: 3 clusters Score -467641.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -467670.093750 Penalty: 4264.625977
	Iteration 29Q: 3 clusters Score -467670.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -467706.468750 Penalty: 4264.625977
	Iteration 30Q: 3 clusters Score -467706.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -467732.687500 Penalty: 4264.625977
	Iteration 31Q: 3 clusters Score -467732.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -467758.187500 Penalty: 4264.625977
	Iteration 32Q: 3 clusters Score -467758.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -467781.593750 Penalty: 4264.625977
	Iteration 33Q: 3 clusters Score -467781.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -467799.093750 Penalty: 4264.625977
	Iteration 34Q: 3 clusters Score -467799.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -467812.062500 Penalty: 4264.625977
	Iteration 35Q: 3 clusters Score -467812.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -467818.000000 Penalty: 4264.625977
	Iteration 36Q: 3 clusters Score -467818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -467821.500000 Penalty: 4264.625977
	Iteration 37Q: 3 clusters Score -467821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -467822.218750 Penalty: 4264.625977
	Iteration 38Q: 3 clusters Score -467822.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -467822.781250 Penalty: 4264.625977
	Iteration 39Q: 3 clusters Score -467822.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -467828.093750 Penalty: 4264.625977
	Iteration 40F: 3 clusters Score -467828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -467832.406250 Penalty: 4264.625977
	Iteration 41Q: 3 clusters Score -467832.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -467833.625000 Penalty: 4264.625977
	Iteration 42Q: 3 clusters Score -467833.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -467838.375000 Penalty: 4264.625977
	Iteration 43Q: 3 clusters Score -467838.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -467841.625000 Penalty: 4264.625977
	Iteration 44Q: 3 clusters Score -467841.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -467845.218750 Penalty: 4264.625977
	Iteration 45Q: 3 clusters Score -467845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -467847.250000 Penalty: 4264.625977
	Iteration 46Q: 3 clusters Score -467847.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -467848.718750 Penalty: 4264.625977
	Iteration 47Q: 3 clusters Score -467848.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -467848.656250 Penalty: 4264.625977
	Iteration 48Q: 3 clusters Score -467848.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -467848.656250 Penalty: 4264.625977
	Iteration 49F: 3 clusters Score -467848.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Entering Unmasked Estep 
Score: -973663.375000 Penalty: 2297.818359
	Iteration 0F: 2 clusters Score -973663.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -965598.437500 Penalty: 4595.636719
	Iteration 0F: 3 clusters Score -965598.4 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -967968.750000 Penalty: 4595.636719
	Iteration 1F: 3 clusters Score -967968.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -968393.562500 Penalty: 4595.636719
	Iteration 2F: 3 clusters Score -968393.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -968692.375000 Penalty: 4595.636719
	Iteration 3F: 3 clusters Score -968692.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -968911.500000 Penalty: 4595.636719
	Iteration 4Q: 3 clusters Score -968911.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -969104.625000 Penalty: 4595.636719
	Iteration 5Q: 3 clusters Score -969104.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -969287.000000 Penalty: 4595.636719
	Iteration 6Q: 3 clusters Score -969287 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -969489.437500 Penalty: 4595.636719
	Iteration 7Q: 3 clusters Score -969489.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -969703.312500 Penalty: 4595.636719
	Iteration 8Q: 3 clusters Score -969703.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -969922.062500 Penalty: 4595.636719
	Iteration 9Q: 3 clusters Score -969922.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -970138.125000 Penalty: 4595.636719
	Iteration 10Q: 3 clusters Score -970138.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -970383.500000 Penalty: 4595.636719
	Iteration 11Q: 3 clusters Score -970383.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -970649.937500 Penalty: 4595.636719
	Iteration 12Q: 3 clusters Score -970649.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -970868.500000 Penalty: 4595.636719
	Iteration 13Q: 3 clusters Score -970868.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -971049.125000 Penalty: 4595.636719
	Iteration 14Q: 3 clusters Score -971049.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -971199.812500 Penalty: 4595.636719
	Iteration 15Q: 3 clusters Score -971199.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -971344.437500 Penalty: 4595.636719
	Iteration 16Q: 3 clusters Score -971344.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -971481.062500 Penalty: 4595.636719
	Iteration 17Q: 3 clusters Score -971481.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -971605.437500 Penalty: 4595.636719
	Iteration 18Q: 3 clusters Score -971605.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -971724.937500 Penalty: 4595.636719
	Iteration 19Q: 3 clusters Score -971724.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -971838.812500 Penalty: 4595.636719
	Iteration 20F: 3 clusters Score -971838.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -971945.687500 Penalty: 4595.636719
	Iteration 21Q: 3 clusters Score -971945.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -972042.187500 Penalty: 4595.636719
	Iteration 22Q: 3 clusters Score -972042.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -972117.875000 Penalty: 4595.636719
	Iteration 23Q: 3 clusters Score -972117.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -972176.500000 Penalty: 4595.636719
	Iteration 24Q: 3 clusters Score -972176.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -972228.062500 Penalty: 4595.636719
	Iteration 25Q: 3 clusters Score -972228.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -972273.687500 Penalty: 4595.636719
	Iteration 26Q: 3 clusters Score -972273.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -972299.875000 Penalty: 4595.636719
	Iteration 27Q: 3 clusters Score -972299.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -972312.000000 Penalty: 4595.636719
	Iteration 28Q: 3 clusters Score -972312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -972321.312500 Penalty: 4595.636719
	Iteration 29Q: 3 clusters Score -972321.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -972327.375000 Penalty: 4595.636719
	Iteration 30Q: 3 clusters Score -972327.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -972336.375000 Penalty: 4595.636719
	Iteration 31Q: 3 clusters Score -972336.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -972341.312500 Penalty: 4595.636719
	Iteration 32Q: 3 clusters Score -972341.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -972345.625000 Penalty: 4595.636719
	Iteration 33Q: 3 clusters Score -972345.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -972347.125000 Penalty: 4595.636719
	Iteration 34Q: 3 clusters Score -972347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -972349.000000 Penalty: 4595.636719
	Iteration 35Q: 3 clusters Score -972349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -972349.437500 Penalty: 4595.636719
	Iteration 36Q: 3 clusters Score -972349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -972349.625000 Penalty: 4595.636719
	Iteration 37Q: 3 clusters Score -972349.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -972351.375000 Penalty: 4595.636719
	Iteration 38Q: 3 clusters Score -972351.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -972353.000000 Penalty: 4595.636719
	Iteration 39Q: 3 clusters Score -972353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -972353.375000 Penalty: 4595.636719
	Iteration 40F: 3 clusters Score -972353.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -972352.437500 Penalty: 4595.636719
	Iteration 41Q: 3 clusters Score -972352.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -972355.937500 Penalty: 4595.636719
	Iteration 42Q: 3 clusters Score -972355.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -972356.812500 Penalty: 4595.636719
	Iteration 43Q: 3 clusters Score -972356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -972356.812500 Penalty: 4595.636719
	Iteration 44F: 3 clusters Score -972356.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Entering Unmasked Estep 
Score: -2606532.000000 Penalty: 2529.837891
	Iteration 0F: 2 clusters Score -2606532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2588012.750000 Penalty: 5059.675781
	Iteration 0F: 3 clusters Score -2588013 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2594603.000000 Penalty: 5059.675781
	Iteration 1F: 3 clusters Score -2594603 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2595132.500000 Penalty: 5059.675781
	Iteration 2F: 3 clusters Score -2595132 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2595576.250000 Penalty: 5059.675781
	Iteration 3Q: 3 clusters Score -2595576 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2595994.250000 Penalty: 5059.675781
	Iteration 4Q: 3 clusters Score -2595994 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2596531.250000 Penalty: 5059.675781
	Iteration 5Q: 3 clusters Score -2596531 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2597205.750000 Penalty: 5059.675781
	Iteration 6Q: 3 clusters Score -2597206 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2598126.000000 Penalty: 5059.675781
	Iteration 7F: 3 clusters Score -2598126 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2599230.500000 Penalty: 5059.675781
	Iteration 8F: 3 clusters Score -2599230 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2600548.750000 Penalty: 5059.675781
	Iteration 9F: 3 clusters Score -2600549 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2601836.500000 Penalty: 5059.675781
	Iteration 10F: 3 clusters Score -2601836 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2602809.250000 Penalty: 5059.675781
	Iteration 11Q: 3 clusters Score -2602809 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2603443.500000 Penalty: 5059.675781
	Iteration 12Q: 3 clusters Score -2603444 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2603832.250000 Penalty: 5059.675781
	Iteration 13Q: 3 clusters Score -2603832 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2604027.750000 Penalty: 5059.675781
	Iteration 14Q: 3 clusters Score -2604028 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2604156.250000 Penalty: 5059.675781
	Iteration 15Q: 3 clusters Score -2604156 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2604235.250000 Penalty: 5059.675781
	Iteration 16Q: 3 clusters Score -2604235 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2604297.750000 Penalty: 5059.675781
	Iteration 17Q: 3 clusters Score -2604298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2604337.750000 Penalty: 5059.675781
	Iteration 18Q: 3 clusters Score -2604338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2604391.000000 Penalty: 5059.675781
	Iteration 19Q: 3 clusters Score -2604391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2604425.500000 Penalty: 5059.675781
	Iteration 20F: 3 clusters Score -2604426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2604456.000000 Penalty: 5059.675781
	Iteration 21Q: 3 clusters Score -2604456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2604464.000000 Penalty: 5059.675781
	Iteration 22Q: 3 clusters Score -2604464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2604480.000000 Penalty: 5059.675781
	Iteration 23Q: 3 clusters Score -2604480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2604486.750000 Penalty: 5059.675781
	Iteration 24Q: 3 clusters Score -2604487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2604491.500000 Penalty: 5059.675781
	Iteration 25Q: 3 clusters Score -2604492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2604496.500000 Penalty: 5059.675781
	Iteration 26Q: 3 clusters Score -2604496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2604496.000000 Penalty: 5059.675781
	Iteration 27Q: 3 clusters Score -2604496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2604502.000000 Penalty: 5059.675781
	Iteration 28Q: 3 clusters Score -2604502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2604499.250000 Penalty: 5059.675781
	Iteration 29Q: 3 clusters Score -2604499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2604501.250000 Penalty: 5059.675781
	Iteration 30Q: 3 clusters Score -2604501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2604503.500000 Penalty: 5059.675781
	Iteration 31Q: 3 clusters Score -2604504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2604505.000000 Penalty: 5059.675781
	Iteration 32Q: 3 clusters Score -2604505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2604510.500000 Penalty: 5059.675781
	Iteration 33Q: 3 clusters Score -2604510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2604513.750000 Penalty: 5059.675781
	Iteration 34Q: 3 clusters Score -2604514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2604515.750000 Penalty: 5059.675781
	Iteration 35Q: 3 clusters Score -2604516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2604517.750000 Penalty: 5059.675781
	Iteration 36Q: 3 clusters Score -2604518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2604519.000000 Penalty: 5059.675781
	Iteration 37Q: 3 clusters Score -2604519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2604523.000000 Penalty: 5059.675781
	Iteration 38Q: 3 clusters Score -2604523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2604525.500000 Penalty: 5059.675781
	Iteration 39Q: 3 clusters Score -2604526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2604528.500000 Penalty: 5059.675781
	Iteration 40F: 3 clusters Score -2604528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (310687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310687 members 
Entering Unmasked Estep 
Score: -30412540.000000 Penalty: 3136.342285
	Iteration 0F: 2 clusters Score -3.041254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155151 members 
Mstep: Class 2 contains 155536 members 
Entering Unmasked Estep 
Score: -30215008.000000 Penalty: 6272.684570
	Iteration 0F: 3 clusters Score -3.021501e+07 nChanged 150423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151976 members 
Mstep: Class 2 contains 158711 members 
Entering Unmasked Estep 
Score: -30303846.000000 Penalty: 6272.684570
	Iteration 1F: 3 clusters Score -3.030385e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149578 members 
Mstep: Class 2 contains 161109 members 
Entering Unmasked Estep 
Score: -30304792.000000 Penalty: 6272.684570
	Iteration 2Q: 3 clusters Score -3.030479e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145611 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -30306298.000000 Penalty: 6272.684570
	Iteration 3Q: 3 clusters Score -3.03063e+07 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139111 members 
Mstep: Class 2 contains 171576 members 
Entering Unmasked Estep 
Score: -30308642.000000 Penalty: 6272.684570
	Iteration 4Q: 3 clusters Score -3.030864e+07 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128945 members 
Mstep: Class 2 contains 181742 members 
Entering Unmasked Estep 
Score: -30312962.000000 Penalty: 6272.684570
	Iteration 5Q: 3 clusters Score -3.031296e+07 nChanged 16670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113731 members 
Mstep: Class 2 contains 196956 members 
Entering Unmasked Estep 
Score: -30320526.000000 Penalty: 6272.684570
	Iteration 6F: 3 clusters Score -3.032053e+07 nChanged 21776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93023 members 
Mstep: Class 2 contains 217664 members 
Entering Unmasked Estep 
Score: -30332666.000000 Penalty: 6272.684570
	Iteration 7F: 3 clusters Score -3.033267e+07 nChanged 24829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 241805 members 
Entering Unmasked Estep 
Score: -30349566.000000 Penalty: 6272.684570
	Iteration 8F: 3 clusters Score -3.034957e+07 nChanged 23783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 265180 members 
Entering Unmasked Estep 
Score: -30368270.000000 Penalty: 6272.684570
	Iteration 9F: 3 clusters Score -3.036827e+07 nChanged 18875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 283893 members 
Entering Unmasked Estep 
Score: -30384668.000000 Penalty: 6272.684570
	Iteration 10F: 3 clusters Score -3.038467e+07 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 296661 members 
Entering Unmasked Estep 
Score: -30396582.000000 Penalty: 6272.684570
	Iteration 11Q: 3 clusters Score -3.039658e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 304035 members 
Entering Unmasked Estep 
Score: -30403820.000000 Penalty: 6272.684570
	Iteration 12Q: 3 clusters Score -3.040382e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 307588 members 
Entering Unmasked Estep 
Score: -30407336.000000 Penalty: 6272.684570
	Iteration 13Q: 3 clusters Score -3.040734e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 309041 members 
Entering Unmasked Estep 
Score: -30408850.000000 Penalty: 6272.684570
	Iteration 14Q: 3 clusters Score -3.040885e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 309575 members 
Entering Unmasked Estep 
Score: -30409426.000000 Penalty: 6272.684570
	Iteration 15Q: 3 clusters Score -3.040943e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 309780 members 
Entering Unmasked Estep 
Score: -30409654.000000 Penalty: 6272.684570
	Iteration 16Q: 3 clusters Score -3.040965e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 309889 members 
Entering Unmasked Estep 
Score: -30409814.000000 Penalty: 6272.684570
	Iteration 17Q: 3 clusters Score -3.040981e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 309938 members 
Entering Unmasked Estep 
Score: -30409880.000000 Penalty: 6272.684570
	Iteration 18Q: 3 clusters Score -3.040988e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 309971 members 
Entering Unmasked Estep 
Score: -30409946.000000 Penalty: 6272.684570
	Iteration 19Q: 3 clusters Score -3.040995e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 310002 members 
Entering Unmasked Estep 
Score: -30409980.000000 Penalty: 6272.684570
	Iteration 20F: 3 clusters Score -3.040998e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 310011 members 
Entering Unmasked Estep 
Score: -30410004.000000 Penalty: 6272.684570
	Iteration 21Q: 3 clusters Score -3.041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 310016 members 
Entering Unmasked Estep 
Score: -30410030.000000 Penalty: 6272.684570
	Iteration 22Q: 3 clusters Score -3.041003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 310026 members 
Entering Unmasked Estep 
Score: -30410036.000000 Penalty: 6272.684570
	Iteration 23Q: 3 clusters Score -3.041004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 310028 members 
Entering Unmasked Estep 
Score: -30410008.000000 Penalty: 6272.684570
	Iteration 24Q: 3 clusters Score -3.041001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 310028 members 
Entering Unmasked Estep 
Score: -30410030.000000 Penalty: 6272.684570
	Iteration 25Q: 3 clusters Score -3.041003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 310029 members 
Entering Unmasked Estep 
Score: -30410038.000000 Penalty: 6272.684570
	Iteration 26Q: 3 clusters Score -3.041004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 310031 members 
Entering Unmasked Estep 
Score: -30410046.000000 Penalty: 6272.684570
	Iteration 27Q: 3 clusters Score -3.041005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 310039 members 
Entering Unmasked Estep 
Score: -30410064.000000 Penalty: 6272.684570
	Iteration 28Q: 3 clusters Score -3.041006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 310044 members 
Entering Unmasked Estep 
Score: -30410058.000000 Penalty: 6272.684570
	Iteration 29Q: 3 clusters Score -3.041006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 310044 members 
Entering Unmasked Estep 
Score: -30410032.000000 Penalty: 6272.684570
	Iteration 30Q: 3 clusters Score -3.041003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 310048 members 
Entering Unmasked Estep 
Score: -30410042.000000 Penalty: 6272.684570
	Iteration 31Q: 3 clusters Score -3.041004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 310048 members 
Entering Unmasked Estep 
Score: -30410064.000000 Penalty: 6272.684570
	Iteration 32Q: 3 clusters Score -3.041006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 310048 members 
Entering Unmasked Estep 
Score: -30410064.000000 Penalty: 6272.684570
	Iteration 33F: 3 clusters Score -3.041006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Entering Unmasked Estep 
Score: -469776.156250 Penalty: 2116.200439
	Iteration 0F: 2 clusters Score -469776.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -465208.812500 Penalty: 4232.400879
	Iteration 0F: 3 clusters Score -465208.8 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -466296.750000 Penalty: 4232.400879
	Iteration 1F: 3 clusters Score -466296.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -466485.093750 Penalty: 4232.400879
	Iteration 2F: 3 clusters Score -466485.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -466604.062500 Penalty: 4232.400879
	Iteration 3Q: 3 clusters Score -466604.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -466723.687500 Penalty: 4232.400879
	Iteration 4Q: 3 clusters Score -466723.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -466809.343750 Penalty: 4232.400879
	Iteration 5Q: 3 clusters Score -466809.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -466893.625000 Penalty: 4232.400879
	Iteration 6Q: 3 clusters Score -466893.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -466967.625000 Penalty: 4232.400879
	Iteration 7Q: 3 clusters Score -466967.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -467054.406250 Penalty: 4232.400879
	Iteration 8Q: 3 clusters Score -467054.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -467138.375000 Penalty: 4232.400879
	Iteration 9Q: 3 clusters Score -467138.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -467233.343750 Penalty: 4232.400879
	Iteration 10Q: 3 clusters Score -467233.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -467362.406250 Penalty: 4232.400879
	Iteration 11Q: 3 clusters Score -467362.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -467507.500000 Penalty: 4232.400879
	Iteration 12Q: 3 clusters Score -467507.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -467672.031250 Penalty: 4232.400879
	Iteration 13Q: 3 clusters Score -467672 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -467832.937500 Penalty: 4232.400879
	Iteration 14Q: 3 clusters Score -467832.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -467967.593750 Penalty: 4232.400879
	Iteration 15Q: 3 clusters Score -467967.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -468071.500000 Penalty: 4232.400879
	Iteration 16Q: 3 clusters Score -468071.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -468152.218750 Penalty: 4232.400879
	Iteration 17Q: 3 clusters Score -468152.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -468201.968750 Penalty: 4232.400879
	Iteration 18Q: 3 clusters Score -468202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -468229.718750 Penalty: 4232.400879
	Iteration 19Q: 3 clusters Score -468229.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -468251.281250 Penalty: 4232.400879
	Iteration 20F: 3 clusters Score -468251.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -468274.562500 Penalty: 4232.400879
	Iteration 21Q: 3 clusters Score -468274.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -468286.125000 Penalty: 4232.400879
	Iteration 22Q: 3 clusters Score -468286.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -468298.343750 Penalty: 4232.400879
	Iteration 23Q: 3 clusters Score -468298.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -468306.750000 Penalty: 4232.400879
	Iteration 24Q: 3 clusters Score -468306.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -468311.812500 Penalty: 4232.400879
	Iteration 25Q: 3 clusters Score -468311.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -468318.843750 Penalty: 4232.400879
	Iteration 26Q: 3 clusters Score -468318.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -468322.375000 Penalty: 4232.400879
	Iteration 27Q: 3 clusters Score -468322.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -468325.906250 Penalty: 4232.400879
	Iteration 28Q: 3 clusters Score -468325.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -468327.031250 Penalty: 4232.400879
	Iteration 29Q: 3 clusters Score -468327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -468328.468750 Penalty: 4232.400879
	Iteration 30Q: 3 clusters Score -468328.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -468328.468750 Penalty: 4232.400879
	Iteration 31F: 3 clusters Score -468328.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Entering Unmasked Estep 
Score: -2170539.750000 Penalty: 2504.167480
	Iteration 0F: 2 clusters Score -2170540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2153676.250000 Penalty: 5008.334961
	Iteration 0F: 3 clusters Score -2153676 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2159713.750000 Penalty: 5008.334961
	Iteration 1F: 3 clusters Score -2159714 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2160415.750000 Penalty: 5008.334961
	Iteration 2F: 3 clusters Score -2160416 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2161144.500000 Penalty: 5008.334961
	Iteration 3F: 3 clusters Score -2161144 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2161955.500000 Penalty: 5008.334961
	Iteration 4F: 3 clusters Score -2161956 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2162865.750000 Penalty: 5008.334961
	Iteration 5F: 3 clusters Score -2162866 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2163750.500000 Penalty: 5008.334961
	Iteration 6F: 3 clusters Score -2163750 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2164521.500000 Penalty: 5008.334961
	Iteration 7F: 3 clusters Score -2164522 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2165134.250000 Penalty: 5008.334961
	Iteration 8Q: 3 clusters Score -2165134 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2165566.750000 Penalty: 5008.334961
	Iteration 9Q: 3 clusters Score -2165567 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2165914.500000 Penalty: 5008.334961
	Iteration 10Q: 3 clusters Score -2165914 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2166237.000000 Penalty: 5008.334961
	Iteration 11Q: 3 clusters Score -2166237 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2166536.250000 Penalty: 5008.334961
	Iteration 12Q: 3 clusters Score -2166536 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2166819.000000 Penalty: 5008.334961
	Iteration 13Q: 3 clusters Score -2166819 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2167038.000000 Penalty: 5008.334961
	Iteration 14Q: 3 clusters Score -2167038 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2167207.250000 Penalty: 5008.334961
	Iteration 15Q: 3 clusters Score -2167207 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2167343.250000 Penalty: 5008.334961
	Iteration 16Q: 3 clusters Score -2167343 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2167481.000000 Penalty: 5008.334961
	Iteration 17Q: 3 clusters Score -2167481 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2167587.750000 Penalty: 5008.334961
	Iteration 18Q: 3 clusters Score -2167588 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2167721.500000 Penalty: 5008.334961
	Iteration 19Q: 3 clusters Score -2167722 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2167860.500000 Penalty: 5008.334961
	Iteration 20F: 3 clusters Score -2167860 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2167997.250000 Penalty: 5008.334961
	Iteration 21Q: 3 clusters Score -2167997 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2168113.000000 Penalty: 5008.334961
	Iteration 22Q: 3 clusters Score -2168113 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2168206.250000 Penalty: 5008.334961
	Iteration 23Q: 3 clusters Score -2168206 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2168281.750000 Penalty: 5008.334961
	Iteration 24Q: 3 clusters Score -2168282 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2168340.250000 Penalty: 5008.334961
	Iteration 25Q: 3 clusters Score -2168340 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2168410.250000 Penalty: 5008.334961
	Iteration 26Q: 3 clusters Score -2168410 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2168464.000000 Penalty: 5008.334961
	Iteration 27Q: 3 clusters Score -2168464 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2168532.250000 Penalty: 5008.334961
	Iteration 28Q: 3 clusters Score -2168532 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2168584.000000 Penalty: 5008.334961
	Iteration 29Q: 3 clusters Score -2168584 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2168639.750000 Penalty: 5008.334961
	Iteration 30Q: 3 clusters Score -2168640 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2168681.500000 Penalty: 5008.334961
	Iteration 31Q: 3 clusters Score -2168682 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2168718.750000 Penalty: 5008.334961
	Iteration 32Q: 3 clusters Score -2168719 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2168748.250000 Penalty: 5008.334961
	Iteration 33Q: 3 clusters Score -2168748 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2168772.250000 Penalty: 5008.334961
	Iteration 34Q: 3 clusters Score -2168772 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2168791.500000 Penalty: 5008.334961
	Iteration 35Q: 3 clusters Score -2168792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2168804.500000 Penalty: 5008.334961
	Iteration 36Q: 3 clusters Score -2168804 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2168812.500000 Penalty: 5008.334961
	Iteration 37Q: 3 clusters Score -2168812 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2168822.250000 Penalty: 5008.334961
	Iteration 38Q: 3 clusters Score -2168822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2168830.250000 Penalty: 5008.334961
	Iteration 39Q: 3 clusters Score -2168830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2168839.250000 Penalty: 5008.334961
	Iteration 40F: 3 clusters Score -2168839 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2168841.000000 Penalty: 5008.334961
	Iteration 41Q: 3 clusters Score -2168841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2168837.750000 Penalty: 5008.334961
	Iteration 42Q: 3 clusters Score -2168838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2168845.750000 Penalty: 5008.334961
	Iteration 43Q: 3 clusters Score -2168846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2168850.500000 Penalty: 5008.334961
	Iteration 44Q: 3 clusters Score -2168850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2168851.750000 Penalty: 5008.334961
	Iteration 45Q: 3 clusters Score -2168852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2168862.750000 Penalty: 5008.334961
	Iteration 46Q: 3 clusters Score -2168863 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2168873.000000 Penalty: 5008.334961
	Iteration 47Q: 3 clusters Score -2168873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2168879.000000 Penalty: 5008.334961
	Iteration 48Q: 3 clusters Score -2168879 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2168887.500000 Penalty: 5008.334961
	Iteration 49Q: 3 clusters Score -2168888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2168899.750000 Penalty: 5008.334961
	Iteration 50Q: 3 clusters Score -2168900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2168904.500000 Penalty: 5008.334961
	Iteration 51Q: 3 clusters Score -2168904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2168911.500000 Penalty: 5008.334961
	Iteration 52Q: 3 clusters Score -2168912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2168919.000000 Penalty: 5008.334961
	Iteration 53Q: 3 clusters Score -2168919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2168926.250000 Penalty: 5008.334961
	Iteration 54Q: 3 clusters Score -2168926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2168926.500000 Penalty: 5008.334961
	Iteration 55Q: 3 clusters Score -2168926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2168932.750000 Penalty: 5008.334961
	Iteration 56Q: 3 clusters Score -2168933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2168937.750000 Penalty: 5008.334961
	Iteration 57Q: 3 clusters Score -2168938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2168944.500000 Penalty: 5008.334961
	Iteration 58Q: 3 clusters Score -2168944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2168944.000000 Penalty: 5008.334961
	Iteration 59Q: 3 clusters Score -2168944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2168952.250000 Penalty: 5008.334961
	Iteration 60F: 3 clusters Score -2168952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2168953.500000 Penalty: 5008.334961
	Iteration 61Q: 3 clusters Score -2168954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2168956.750000 Penalty: 5008.334961
	Iteration 62Q: 3 clusters Score -2168957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2168959.500000 Penalty: 5008.334961
	Iteration 63Q: 3 clusters Score -2168960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2168966.250000 Penalty: 5008.334961
	Iteration 64Q: 3 clusters Score -2168966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2168965.000000 Penalty: 5008.334961
	Iteration 65Q: 3 clusters Score -2168965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2168961.750000 Penalty: 5008.334961
	Iteration 66Q: 3 clusters Score -2168962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -2168965.750000 Penalty: 5008.334961
	Iteration 67Q: 3 clusters Score -2168966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2168966.750000 Penalty: 5008.334961
	Iteration 68Q: 3 clusters Score -2168967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2168970.250000 Penalty: 5008.334961
	Iteration 69Q: 3 clusters Score -2168970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2168972.250000 Penalty: 5008.334961
	Iteration 70Q: 3 clusters Score -2168972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2168972.000000 Penalty: 5008.334961
	Iteration 71Q: 3 clusters Score -2168972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2168973.750000 Penalty: 5008.334961
	Iteration 72Q: 3 clusters Score -2168974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2168972.750000 Penalty: 5008.334961
	Iteration 73Q: 3 clusters Score -2168973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2168973.750000 Penalty: 5008.334961
	Iteration 74Q: 3 clusters Score -2168974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2168974.500000 Penalty: 5008.334961
	Iteration 75Q: 3 clusters Score -2168974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -2168969.250000 Penalty: 5008.334961
	Iteration 76Q: 3 clusters Score -2168969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2168974.250000 Penalty: 5008.334961
	Iteration 77Q: 3 clusters Score -2168974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2168970.750000 Penalty: 5008.334961
	Iteration 78Q: 3 clusters Score -2168971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2168968.500000 Penalty: 5008.334961
	Iteration 79Q: 3 clusters Score -2168968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2168968.750000 Penalty: 5008.334961
	Iteration 80F: 3 clusters Score -2168969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2168967.500000 Penalty: 5008.334961
	Iteration 81Q: 3 clusters Score -2168968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2168968.500000 Penalty: 5008.334961
	Iteration 82Q: 3 clusters Score -2168968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2168965.500000 Penalty: 5008.334961
	Iteration 83Q: 3 clusters Score -2168966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2168968.250000 Penalty: 5008.334961
	Iteration 84Q: 3 clusters Score -2168968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2168967.250000 Penalty: 5008.334961
	Iteration 85Q: 3 clusters Score -2168967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2168968.250000 Penalty: 5008.334961
	Iteration 86Q: 3 clusters Score -2168968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2168969.250000 Penalty: 5008.334961
	Iteration 87Q: 3 clusters Score -2168969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2168969.250000 Penalty: 5008.334961
	Iteration 88F: 3 clusters Score -2168969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (224347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224347 members 
Entering Unmasked Estep 
Score: -22056916.000000 Penalty: 3055.595459
	Iteration 0F: 2 clusters Score -2.205692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111848 members 
Mstep: Class 2 contains 112499 members 
Entering Unmasked Estep 
Score: -21908278.000000 Penalty: 6111.190918
	Iteration 0F: 3 clusters Score -2.190828e+07 nChanged 108216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 120389 members 
Entering Unmasked Estep 
Score: -21971850.000000 Penalty: 6111.190918
	Iteration 1F: 3 clusters Score -2.197185e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98943 members 
Mstep: Class 2 contains 125404 members 
Entering Unmasked Estep 
Score: -21974420.000000 Penalty: 6111.190918
	Iteration 2Q: 3 clusters Score -2.197442e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90992 members 
Mstep: Class 2 contains 133355 members 
Entering Unmasked Estep 
Score: -21978374.000000 Penalty: 6111.190918
	Iteration 3Q: 3 clusters Score -2.197837e+07 nChanged 13440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79112 members 
Mstep: Class 2 contains 145235 members 
Entering Unmasked Estep 
Score: -21985712.000000 Penalty: 6111.190918
	Iteration 4F: 3 clusters Score -2.198571e+07 nChanged 17582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 161533 members 
Entering Unmasked Estep 
Score: -21998450.000000 Penalty: 6111.190918
	Iteration 5F: 3 clusters Score -2.199845e+07 nChanged 20011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 180756 members 
Entering Unmasked Estep 
Score: -22016296.000000 Penalty: 6111.190918
	Iteration 6F: 3 clusters Score -2.20163e+07 nChanged 18028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 198362 members 
Entering Unmasked Estep 
Score: -22032538.000000 Penalty: 6111.190918
	Iteration 7F: 3 clusters Score -2.203254e+07 nChanged 12266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 210508 members 
Entering Unmasked Estep 
Score: -22043462.000000 Penalty: 6111.190918
	Iteration 8F: 3 clusters Score -2.204346e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 217242 members 
Entering Unmasked Estep 
Score: -22049212.000000 Penalty: 6111.190918
	Iteration 9Q: 3 clusters Score -2.204921e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 220589 members 
Entering Unmasked Estep 
Score: -22051906.000000 Penalty: 6111.190918
	Iteration 10Q: 3 clusters Score -2.205191e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 222203 members 
Entering Unmasked Estep 
Score: -22053454.000000 Penalty: 6111.190918
	Iteration 11Q: 3 clusters Score -2.205345e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 222877 members 
Entering Unmasked Estep 
Score: -22054042.000000 Penalty: 6111.190918
	Iteration 12Q: 3 clusters Score -2.205404e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 223169 members 
Entering Unmasked Estep 
Score: -22054284.000000 Penalty: 6111.190918
	Iteration 13Q: 3 clusters Score -2.205428e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 223303 members 
Entering Unmasked Estep 
Score: -22054410.000000 Penalty: 6111.190918
	Iteration 14Q: 3 clusters Score -2.205441e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 223394 members 
Entering Unmasked Estep 
Score: -22054536.000000 Penalty: 6111.190918
	Iteration 15Q: 3 clusters Score -2.205454e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 223442 members 
Entering Unmasked Estep 
Score: -22054598.000000 Penalty: 6111.190918
	Iteration 16Q: 3 clusters Score -2.20546e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 223474 members 
Entering Unmasked Estep 
Score: -22054658.000000 Penalty: 6111.190918
	Iteration 17Q: 3 clusters Score -2.205466e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 223498 members 
Entering Unmasked Estep 
Score: -22054676.000000 Penalty: 6111.190918
	Iteration 18Q: 3 clusters Score -2.205468e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 223527 members 
Entering Unmasked Estep 
Score: -22054718.000000 Penalty: 6111.190918
	Iteration 19Q: 3 clusters Score -2.205472e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 223540 members 
Entering Unmasked Estep 
Score: -22054760.000000 Penalty: 6111.190918
	Iteration 20F: 3 clusters Score -2.205476e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 223545 members 
Entering Unmasked Estep 
Score: -22054772.000000 Penalty: 6111.190918
	Iteration 21Q: 3 clusters Score -2.205477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 223555 members 
Entering Unmasked Estep 
Score: -22054778.000000 Penalty: 6111.190918
	Iteration 22Q: 3 clusters Score -2.205478e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 223558 members 
Entering Unmasked Estep 
Score: -22054782.000000 Penalty: 6111.190918
	Iteration 23Q: 3 clusters Score -2.205478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 223564 members 
Entering Unmasked Estep 
Score: -22054792.000000 Penalty: 6111.190918
	Iteration 24Q: 3 clusters Score -2.205479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 223563 members 
Entering Unmasked Estep 
Score: -22054782.000000 Penalty: 6111.190918
	Iteration 25Q: 3 clusters Score -2.205478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 223573 members 
Entering Unmasked Estep 
Score: -22054788.000000 Penalty: 6111.190918
	Iteration 26Q: 3 clusters Score -2.205479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 223582 members 
Entering Unmasked Estep 
Score: -22054810.000000 Penalty: 6111.190918
	Iteration 27Q: 3 clusters Score -2.205481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 223590 members 
Entering Unmasked Estep 
Score: -22054828.000000 Penalty: 6111.190918
	Iteration 28Q: 3 clusters Score -2.205483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 223598 members 
Entering Unmasked Estep 
Score: -22054842.000000 Penalty: 6111.190918
	Iteration 29Q: 3 clusters Score -2.205484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 223602 members 
Entering Unmasked Estep 
Score: -22054870.000000 Penalty: 6111.190918
	Iteration 30Q: 3 clusters Score -2.205487e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 223617 members 
Entering Unmasked Estep 
Score: -22054892.000000 Penalty: 6111.190918
	Iteration 31Q: 3 clusters Score -2.205489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 223628 members 
Entering Unmasked Estep 
Score: -22054898.000000 Penalty: 6111.190918
	Iteration 32Q: 3 clusters Score -2.20549e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 223637 members 
Entering Unmasked Estep 
Score: -22054904.000000 Penalty: 6111.190918
	Iteration 33Q: 3 clusters Score -2.20549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 223640 members 
Entering Unmasked Estep 
Score: -22054910.000000 Penalty: 6111.190918
	Iteration 34Q: 3 clusters Score -2.205491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 223640 members 
Entering Unmasked Estep 
Score: -22054898.000000 Penalty: 6111.190918
	Iteration 35Q: 3 clusters Score -2.20549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 223639 members 
Entering Unmasked Estep 
Score: -22054900.000000 Penalty: 6111.190918
	Iteration 36Q: 3 clusters Score -2.20549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 223638 members 
Entering Unmasked Estep 
Score: -22054906.000000 Penalty: 6111.190918
	Iteration 37Q: 3 clusters Score -2.205491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 223639 members 
Entering Unmasked Estep 
Score: -22054904.000000 Penalty: 6111.190918
	Iteration 38Q: 3 clusters Score -2.20549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 223641 members 
Entering Unmasked Estep 
Score: -22054902.000000 Penalty: 6111.190918
	Iteration 39Q: 3 clusters Score -2.20549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 223642 members 
Entering Unmasked Estep 
Score: -22054910.000000 Penalty: 6111.190918
	Iteration 40F: 3 clusters Score -2.205491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 223644 members 
Entering Unmasked Estep 
Score: -22054908.000000 Penalty: 6111.190918
	Iteration 41Q: 3 clusters Score -2.205491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 223644 members 
Entering Unmasked Estep 
Score: -22054908.000000 Penalty: 6111.190918
	Iteration 42F: 3 clusters Score -2.205491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Entering Unmasked Estep 
Score: -1018932.062500 Penalty: 2292.216309
	Iteration 0F: 2 clusters Score -1018932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1011039.375000 Penalty: 4584.432617
	Iteration 0F: 3 clusters Score -1011039 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1013282.312500 Penalty: 4584.432617
	Iteration 1F: 3 clusters Score -1013282 nChanged 704
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1013616.500000 Penalty: 4584.432617
	Iteration 2F: 3 clusters Score -1013616 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1013835.437500 Penalty: 4584.432617
	Iteration 3F: 3 clusters Score -1013835 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1013981.437500 Penalty: 4584.432617
	Iteration 4Q: 3 clusters Score -1013981 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1014104.000000 Penalty: 4584.432617
	Iteration 5Q: 3 clusters Score -1014104 nChanged 281
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1014205.187500 Penalty: 4584.432617
	Iteration 6Q: 3 clusters Score -1014205 nChanged 260
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1014299.625000 Penalty: 4584.432617
	Iteration 7Q: 3 clusters Score -1014300 nChanged 280
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1014386.437500 Penalty: 4584.432617
	Iteration 8Q: 3 clusters Score -1014386 nChanged 219
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1014455.625000 Penalty: 4584.432617
	Iteration 9Q: 3 clusters Score -1014456 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1014509.062500 Penalty: 4584.432617
	Iteration 10Q: 3 clusters Score -1014509 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1014561.937500 Penalty: 4584.432617
	Iteration 11Q: 3 clusters Score -1014562 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1014611.875000 Penalty: 4584.432617
	Iteration 12Q: 3 clusters Score -1014612 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1014660.312500 Penalty: 4584.432617
	Iteration 13Q: 3 clusters Score -1014660 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1014715.937500 Penalty: 4584.432617
	Iteration 14Q: 3 clusters Score -1014716 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1014766.125000 Penalty: 4584.432617
	Iteration 15Q: 3 clusters Score -1014766 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1014818.312500 Penalty: 4584.432617
	Iteration 16Q: 3 clusters Score -1014818 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1014862.375000 Penalty: 4584.432617
	Iteration 17Q: 3 clusters Score -1014862 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1014924.375000 Penalty: 4584.432617
	Iteration 18Q: 3 clusters Score -1014924 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1014993.437500 Penalty: 4584.432617
	Iteration 19Q: 3 clusters Score -1014993 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1015066.187500 Penalty: 4584.432617
	Iteration 20F: 3 clusters Score -1015066 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1015142.937500 Penalty: 4584.432617
	Iteration 21Q: 3 clusters Score -1015143 nChanged 214
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1015232.625000 Penalty: 4584.432617
	Iteration 22Q: 3 clusters Score -1015233 nChanged 209
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1015327.687500 Penalty: 4584.432617
	Iteration 23Q: 3 clusters Score -1015328 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1015408.187500 Penalty: 4584.432617
	Iteration 24Q: 3 clusters Score -1015408 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1015481.562500 Penalty: 4584.432617
	Iteration 25Q: 3 clusters Score -1015482 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1015549.750000 Penalty: 4584.432617
	Iteration 26Q: 3 clusters Score -1015550 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1015616.625000 Penalty: 4584.432617
	Iteration 27Q: 3 clusters Score -1015617 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1015668.937500 Penalty: 4584.432617
	Iteration 28Q: 3 clusters Score -1015669 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1015700.687500 Penalty: 4584.432617
	Iteration 29Q: 3 clusters Score -1015701 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1015733.000000 Penalty: 4584.432617
	Iteration 30Q: 3 clusters Score -1015733 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1015766.500000 Penalty: 4584.432617
	Iteration 31Q: 3 clusters Score -1015766 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1015794.250000 Penalty: 4584.432617
	Iteration 32Q: 3 clusters Score -1015794 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1015813.812500 Penalty: 4584.432617
	Iteration 33Q: 3 clusters Score -1015814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1015831.937500 Penalty: 4584.432617
	Iteration 34Q: 3 clusters Score -1015832 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1015847.375000 Penalty: 4584.432617
	Iteration 35Q: 3 clusters Score -1015847 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1015857.375000 Penalty: 4584.432617
	Iteration 36Q: 3 clusters Score -1015857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1015877.437500 Penalty: 4584.432617
	Iteration 37Q: 3 clusters Score -1015877 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1015889.937500 Penalty: 4584.432617
	Iteration 38Q: 3 clusters Score -1015890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1015906.562500 Penalty: 4584.432617
	Iteration 39Q: 3 clusters Score -1015907 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1015924.437500 Penalty: 4584.432617
	Iteration 40F: 3 clusters Score -1015924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1015944.500000 Penalty: 4584.432617
	Iteration 41Q: 3 clusters Score -1015944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1015961.000000 Penalty: 4584.432617
	Iteration 42Q: 3 clusters Score -1015961 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1015976.375000 Penalty: 4584.432617
	Iteration 43Q: 3 clusters Score -1015976 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1015992.000000 Penalty: 4584.432617
	Iteration 44Q: 3 clusters Score -1015992 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1016009.250000 Penalty: 4584.432617
	Iteration 45Q: 3 clusters Score -1016009 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1016019.687500 Penalty: 4584.432617
	Iteration 46Q: 3 clusters Score -1016020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1016029.812500 Penalty: 4584.432617
	Iteration 47Q: 3 clusters Score -1016030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1016032.687500 Penalty: 4584.432617
	Iteration 48Q: 3 clusters Score -1016033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1016036.000000 Penalty: 4584.432617
	Iteration 49Q: 3 clusters Score -1016036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1016045.125000 Penalty: 4584.432617
	Iteration 50Q: 3 clusters Score -1016045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1016048.000000 Penalty: 4584.432617
	Iteration 51Q: 3 clusters Score -1016048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1016051.375000 Penalty: 4584.432617
	Iteration 52Q: 3 clusters Score -1016051 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1016056.562500 Penalty: 4584.432617
	Iteration 53Q: 3 clusters Score -1016057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1016059.812500 Penalty: 4584.432617
	Iteration 54Q: 3 clusters Score -1016060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1016063.937500 Penalty: 4584.432617
	Iteration 55Q: 3 clusters Score -1016064 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1016070.000000 Penalty: 4584.432617
	Iteration 56Q: 3 clusters Score -1016070 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1016080.000000 Penalty: 4584.432617
	Iteration 57Q: 3 clusters Score -1016080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
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Entering Unmasked Estep 
Score: -1016086.687500 Penalty: 4584.432617
	Iteration 58Q: 3 clusters Score -1016087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1016090.250000 Penalty: 4584.432617
	Iteration 59Q: 3 clusters Score -1016090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1016092.937500 Penalty: 4584.432617
	Iteration 60F: 3 clusters Score -1016093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1016098.312500 Penalty: 4584.432617
	Iteration 61Q: 3 clusters Score -1016098 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1016100.250000 Penalty: 4584.432617
	Iteration 62Q: 3 clusters Score -1016100 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1016104.750000 Penalty: 4584.432617
	Iteration 63Q: 3 clusters Score -1016105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1016108.500000 Penalty: 4584.432617
	Iteration 64Q: 3 clusters Score -1016108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
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Entering Unmasked Estep 
Score: -1016112.812500 Penalty: 4584.432617
	Iteration 65Q: 3 clusters Score -1016113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1016114.250000 Penalty: 4584.432617
	Iteration 66Q: 3 clusters Score -1016114 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1016120.625000 Penalty: 4584.432617
	Iteration 67Q: 3 clusters Score -1016121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1016123.875000 Penalty: 4584.432617
	Iteration 68Q: 3 clusters Score -1016124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1016130.625000 Penalty: 4584.432617
	Iteration 69Q: 3 clusters Score -1016131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1016132.062500 Penalty: 4584.432617
	Iteration 70Q: 3 clusters Score -1016132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1016137.437500 Penalty: 4584.432617
	Iteration 71Q: 3 clusters Score -1016137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1016141.062500 Penalty: 4584.432617
	Iteration 72Q: 3 clusters Score -1016141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1016141.312500 Penalty: 4584.432617
	Iteration 73Q: 3 clusters Score -1016141 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1016146.375000 Penalty: 4584.432617
	Iteration 74Q: 3 clusters Score -1016146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1016148.625000 Penalty: 4584.432617
	Iteration 75Q: 3 clusters Score -1016149 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
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Entering Unmasked Estep 
Score: -1016151.625000 Penalty: 4584.432617
	Iteration 76Q: 3 clusters Score -1016152 nChanged 17
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Mstep: Class 1 contains 3500 members 
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Entering Unmasked Estep 
Score: -1016152.812500 Penalty: 4584.432617
	Iteration 77Q: 3 clusters Score -1016153 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1016156.000000 Penalty: 4584.432617
	Iteration 78Q: 3 clusters Score -1016156 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3484 members 
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Entering Unmasked Estep 
Score: -1016159.687500 Penalty: 4584.432617
	Iteration 79Q: 3 clusters Score -1016160 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1016162.375000 Penalty: 4584.432617
	Iteration 80F: 3 clusters Score -1016162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1016164.125000 Penalty: 4584.432617
	Iteration 81Q: 3 clusters Score -1016164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1016170.000000 Penalty: 4584.432617
	Iteration 82Q: 3 clusters Score -1016170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1016173.125000 Penalty: 4584.432617
	Iteration 83Q: 3 clusters Score -1016173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1016174.750000 Penalty: 4584.432617
	Iteration 84Q: 3 clusters Score -1016175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
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Entering Unmasked Estep 
Score: -1016177.687500 Penalty: 4584.432617
	Iteration 85Q: 3 clusters Score -1016178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1016179.937500 Penalty: 4584.432617
	Iteration 86Q: 3 clusters Score -1016180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
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Entering Unmasked Estep 
Score: -1016185.750000 Penalty: 4584.432617
	Iteration 87Q: 3 clusters Score -1016186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1016187.875000 Penalty: 4584.432617
	Iteration 88Q: 3 clusters Score -1016188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1016189.312500 Penalty: 4584.432617
	Iteration 89Q: 3 clusters Score -1016189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1016193.062500 Penalty: 4584.432617
	Iteration 90Q: 3 clusters Score -1016193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1016194.437500 Penalty: 4584.432617
	Iteration 91Q: 3 clusters Score -1016194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1016196.812500 Penalty: 4584.432617
	Iteration 92Q: 3 clusters Score -1016197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1016197.250000 Penalty: 4584.432617
	Iteration 93Q: 3 clusters Score -1016197 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1016200.062500 Penalty: 4584.432617
	Iteration 94Q: 3 clusters Score -1016200 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1016205.562500 Penalty: 4584.432617
	Iteration 95Q: 3 clusters Score -1016206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1016205.812500 Penalty: 4584.432617
	Iteration 96Q: 3 clusters Score -1016206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1016207.375000 Penalty: 4584.432617
	Iteration 97Q: 3 clusters Score -1016207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1016208.625000 Penalty: 4584.432617
	Iteration 98Q: 3 clusters Score -1016209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1016209.625000 Penalty: 4584.432617
	Iteration 99Q: 3 clusters Score -1016210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1016212.937500 Penalty: 4584.432617
	Iteration 100F: 3 clusters Score -1016213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1016213.750000 Penalty: 4584.432617
	Iteration 101Q: 3 clusters Score -1016214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1016214.500000 Penalty: 4584.432617
	Iteration 102Q: 3 clusters Score -1016214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1016218.437500 Penalty: 4584.432617
	Iteration 103Q: 3 clusters Score -1016218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1016216.687500 Penalty: 4584.432617
	Iteration 104Q: 3 clusters Score -1016217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1016219.625000 Penalty: 4584.432617
	Iteration 105Q: 3 clusters Score -1016220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1016217.625000 Penalty: 4584.432617
	Iteration 106Q: 3 clusters Score -1016218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1016219.750000 Penalty: 4584.432617
	Iteration 107Q: 3 clusters Score -1016220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1016222.187500 Penalty: 4584.432617
	Iteration 108Q: 3 clusters Score -1016222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1016222.500000 Penalty: 4584.432617
	Iteration 109Q: 3 clusters Score -1016222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1016224.687500 Penalty: 4584.432617
	Iteration 110Q: 3 clusters Score -1016225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1016224.187500 Penalty: 4584.432617
	Iteration 111Q: 3 clusters Score -1016224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1016224.937500 Penalty: 4584.432617
	Iteration 112Q: 3 clusters Score -1016225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1016226.187500 Penalty: 4584.432617
	Iteration 113Q: 3 clusters Score -1016226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1016225.875000 Penalty: 4584.432617
	Iteration 114Q: 3 clusters Score -1016226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1016226.312500 Penalty: 4584.432617
	Iteration 115Q: 3 clusters Score -1016226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1016226.875000 Penalty: 4584.432617
	Iteration 116Q: 3 clusters Score -1016227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1016226.062500 Penalty: 4584.432617
	Iteration 117Q: 3 clusters Score -1016226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1016226.937500 Penalty: 4584.432617
	Iteration 118Q: 3 clusters Score -1016227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1016227.500000 Penalty: 4584.432617
	Iteration 119Q: 3 clusters Score -1016228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1016227.500000 Penalty: 4584.432617
	Iteration 120F: 3 clusters Score -1016228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Entering Unmasked Estep 
Score: -2180333.750000 Penalty: 2486.122314
	Iteration 0F: 2 clusters Score -2180334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2164625.250000 Penalty: 4972.244629
	Iteration 0F: 3 clusters Score -2164625 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2170100.750000 Penalty: 4972.244629
	Iteration 1F: 3 clusters Score -2170101 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2170603.500000 Penalty: 4972.244629
	Iteration 2F: 3 clusters Score -2170604 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2171093.250000 Penalty: 4972.244629
	Iteration 3F: 3 clusters Score -2171093 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2171694.000000 Penalty: 4972.244629
	Iteration 4F: 3 clusters Score -2171694 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2172497.750000 Penalty: 4972.244629
	Iteration 5F: 3 clusters Score -2172498 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2173462.750000 Penalty: 4972.244629
	Iteration 6F: 3 clusters Score -2173463 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2174601.000000 Penalty: 4972.244629
	Iteration 7F: 3 clusters Score -2174601 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2175762.000000 Penalty: 4972.244629
	Iteration 8F: 3 clusters Score -2175762 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2176694.500000 Penalty: 4972.244629
	Iteration 9Q: 3 clusters Score -2176694 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2177339.750000 Penalty: 4972.244629
	Iteration 10Q: 3 clusters Score -2177340 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2177682.500000 Penalty: 4972.244629
	Iteration 11Q: 3 clusters Score -2177682 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2177890.500000 Penalty: 4972.244629
	Iteration 12Q: 3 clusters Score -2177890 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2178011.500000 Penalty: 4972.244629
	Iteration 13Q: 3 clusters Score -2178012 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2178091.000000 Penalty: 4972.244629
	Iteration 14Q: 3 clusters Score -2178091 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2178145.750000 Penalty: 4972.244629
	Iteration 15Q: 3 clusters Score -2178146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2178187.500000 Penalty: 4972.244629
	Iteration 16Q: 3 clusters Score -2178188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2178208.500000 Penalty: 4972.244629
	Iteration 17Q: 3 clusters Score -2178208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2178226.250000 Penalty: 4972.244629
	Iteration 18Q: 3 clusters Score -2178226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2178249.250000 Penalty: 4972.244629
	Iteration 19Q: 3 clusters Score -2178249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2178272.500000 Penalty: 4972.244629
	Iteration 20F: 3 clusters Score -2178272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2178284.500000 Penalty: 4972.244629
	Iteration 21Q: 3 clusters Score -2178284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2178298.500000 Penalty: 4972.244629
	Iteration 22Q: 3 clusters Score -2178298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2178307.750000 Penalty: 4972.244629
	Iteration 23Q: 3 clusters Score -2178308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2178316.500000 Penalty: 4972.244629
	Iteration 24Q: 3 clusters Score -2178316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2178317.000000 Penalty: 4972.244629
	Iteration 25Q: 3 clusters Score -2178317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2178321.250000 Penalty: 4972.244629
	Iteration 26Q: 3 clusters Score -2178321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2178321.250000 Penalty: 4972.244629
	Iteration 27F: 3 clusters Score -2178321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Entering Unmasked Estep 
Score: -1907446.125000 Penalty: 2459.818359
	Iteration 0F: 2 clusters Score -1907446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1893164.500000 Penalty: 4919.636719
	Iteration 0F: 3 clusters Score -1893164 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1898066.000000 Penalty: 4919.636719
	Iteration 1F: 3 clusters Score -1898066 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1898674.000000 Penalty: 4919.636719
	Iteration 2F: 3 clusters Score -1898674 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1899406.875000 Penalty: 4919.636719
	Iteration 3F: 3 clusters Score -1899407 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1900501.250000 Penalty: 4919.636719
	Iteration 4F: 3 clusters Score -1900501 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1902042.750000 Penalty: 4919.636719
	Iteration 5F: 3 clusters Score -1902043 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1903663.625000 Penalty: 4919.636719
	Iteration 6F: 3 clusters Score -1903664 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1904756.250000 Penalty: 4919.636719
	Iteration 7F: 3 clusters Score -1904756 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1905279.750000 Penalty: 4919.636719
	Iteration 8Q: 3 clusters Score -1905280 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1905525.125000 Penalty: 4919.636719
	Iteration 9Q: 3 clusters Score -1905525 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1905656.000000 Penalty: 4919.636719
	Iteration 10Q: 3 clusters Score -1905656 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1905747.625000 Penalty: 4919.636719
	Iteration 11Q: 3 clusters Score -1905748 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1905826.750000 Penalty: 4919.636719
	Iteration 12Q: 3 clusters Score -1905827 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1905893.125000 Penalty: 4919.636719
	Iteration 13Q: 3 clusters Score -1905893 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1905945.875000 Penalty: 4919.636719
	Iteration 14Q: 3 clusters Score -1905946 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1905994.875000 Penalty: 4919.636719
	Iteration 15Q: 3 clusters Score -1905995 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1906035.500000 Penalty: 4919.636719
	Iteration 16Q: 3 clusters Score -1906036 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1906073.250000 Penalty: 4919.636719
	Iteration 17Q: 3 clusters Score -1906073 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1906106.000000 Penalty: 4919.636719
	Iteration 18Q: 3 clusters Score -1906106 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1906121.375000 Penalty: 4919.636719
	Iteration 19Q: 3 clusters Score -1906121 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1906146.125000 Penalty: 4919.636719
	Iteration 20F: 3 clusters Score -1906146 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1906162.250000 Penalty: 4919.636719
	Iteration 21Q: 3 clusters Score -1906162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1906174.750000 Penalty: 4919.636719
	Iteration 22Q: 3 clusters Score -1906175 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1906193.250000 Penalty: 4919.636719
	Iteration 23Q: 3 clusters Score -1906193 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1906207.250000 Penalty: 4919.636719
	Iteration 24Q: 3 clusters Score -1906207 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1906212.125000 Penalty: 4919.636719
	Iteration 25Q: 3 clusters Score -1906212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1906219.375000 Penalty: 4919.636719
	Iteration 26Q: 3 clusters Score -1906219 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1906225.750000 Penalty: 4919.636719
	Iteration 27Q: 3 clusters Score -1906226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1906227.625000 Penalty: 4919.636719
	Iteration 28Q: 3 clusters Score -1906228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1906235.125000 Penalty: 4919.636719
	Iteration 29Q: 3 clusters Score -1906235 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1906254.125000 Penalty: 4919.636719
	Iteration 30Q: 3 clusters Score -1906254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1906265.000000 Penalty: 4919.636719
	Iteration 31Q: 3 clusters Score -1906265 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1906271.375000 Penalty: 4919.636719
	Iteration 32Q: 3 clusters Score -1906271 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1906275.500000 Penalty: 4919.636719
	Iteration 33Q: 3 clusters Score -1906276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1906282.625000 Penalty: 4919.636719
	Iteration 34Q: 3 clusters Score -1906283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1906293.500000 Penalty: 4919.636719
	Iteration 35Q: 3 clusters Score -1906294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1906307.125000 Penalty: 4919.636719
	Iteration 36Q: 3 clusters Score -1906307 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1906308.000000 Penalty: 4919.636719
	Iteration 37Q: 3 clusters Score -1906308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1906319.875000 Penalty: 4919.636719
	Iteration 38Q: 3 clusters Score -1906320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1906322.875000 Penalty: 4919.636719
	Iteration 39Q: 3 clusters Score -1906323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1906336.875000 Penalty: 4919.636719
	Iteration 40F: 3 clusters Score -1906337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1906337.250000 Penalty: 4919.636719
	Iteration 41Q: 3 clusters Score -1906337 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1906345.875000 Penalty: 4919.636719
	Iteration 42Q: 3 clusters Score -1906346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1906344.625000 Penalty: 4919.636719
	Iteration 43Q: 3 clusters Score -1906345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1906354.375000 Penalty: 4919.636719
	Iteration 44Q: 3 clusters Score -1906354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1906362.875000 Penalty: 4919.636719
	Iteration 45Q: 3 clusters Score -1906363 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1906377.125000 Penalty: 4919.636719
	Iteration 46Q: 3 clusters Score -1906377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1906387.625000 Penalty: 4919.636719
	Iteration 47Q: 3 clusters Score -1906388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1906396.500000 Penalty: 4919.636719
	Iteration 48Q: 3 clusters Score -1906396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1906401.125000 Penalty: 4919.636719
	Iteration 49Q: 3 clusters Score -1906401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1906400.375000 Penalty: 4919.636719
	Iteration 50Q: 3 clusters Score -1906400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1906405.125000 Penalty: 4919.636719
	Iteration 51Q: 3 clusters Score -1906405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1906415.250000 Penalty: 4919.636719
	Iteration 52Q: 3 clusters Score -1906415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1906414.750000 Penalty: 4919.636719
	Iteration 53Q: 3 clusters Score -1906415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1906418.500000 Penalty: 4919.636719
	Iteration 54Q: 3 clusters Score -1906418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1906426.625000 Penalty: 4919.636719
	Iteration 55Q: 3 clusters Score -1906427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1906441.625000 Penalty: 4919.636719
	Iteration 56Q: 3 clusters Score -1906442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1906446.625000 Penalty: 4919.636719
	Iteration 57Q: 3 clusters Score -1906447 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1906457.500000 Penalty: 4919.636719
	Iteration 58Q: 3 clusters Score -1906458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1906468.375000 Penalty: 4919.636719
	Iteration 59Q: 3 clusters Score -1906468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1906489.375000 Penalty: 4919.636719
	Iteration 60F: 3 clusters Score -1906489 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1906505.750000 Penalty: 4919.636719
	Iteration 61Q: 3 clusters Score -1906506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1906516.625000 Penalty: 4919.636719
	Iteration 62Q: 3 clusters Score -1906517 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1906528.375000 Penalty: 4919.636719
	Iteration 63Q: 3 clusters Score -1906528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1906543.500000 Penalty: 4919.636719
	Iteration 64Q: 3 clusters Score -1906544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1906558.125000 Penalty: 4919.636719
	Iteration 65Q: 3 clusters Score -1906558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1906574.625000 Penalty: 4919.636719
	Iteration 66Q: 3 clusters Score -1906575 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1906584.875000 Penalty: 4919.636719
	Iteration 67Q: 3 clusters Score -1906585 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1906593.500000 Penalty: 4919.636719
	Iteration 68Q: 3 clusters Score -1906594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1906604.500000 Penalty: 4919.636719
	Iteration 69Q: 3 clusters Score -1906604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1906613.000000 Penalty: 4919.636719
	Iteration 70Q: 3 clusters Score -1906613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1906617.000000 Penalty: 4919.636719
	Iteration 71Q: 3 clusters Score -1906617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1906626.375000 Penalty: 4919.636719
	Iteration 72Q: 3 clusters Score -1906626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1906630.250000 Penalty: 4919.636719
	Iteration 73Q: 3 clusters Score -1906630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1906635.125000 Penalty: 4919.636719
	Iteration 74Q: 3 clusters Score -1906635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1906640.875000 Penalty: 4919.636719
	Iteration 75Q: 3 clusters Score -1906641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1906644.375000 Penalty: 4919.636719
	Iteration 76Q: 3 clusters Score -1906644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1906642.125000 Penalty: 4919.636719
	Iteration 77Q: 3 clusters Score -1906642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1906643.875000 Penalty: 4919.636719
	Iteration 78Q: 3 clusters Score -1906644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1906645.000000 Penalty: 4919.636719
	Iteration 79Q: 3 clusters Score -1906645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1906646.750000 Penalty: 4919.636719
	Iteration 80F: 3 clusters Score -1906647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1906644.750000 Penalty: 4919.636719
	Iteration 81Q: 3 clusters Score -1906645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1906648.875000 Penalty: 4919.636719
	Iteration 82Q: 3 clusters Score -1906649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1906650.000000 Penalty: 4919.636719
	Iteration 83Q: 3 clusters Score -1906650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1906649.125000 Penalty: 4919.636719
	Iteration 84Q: 3 clusters Score -1906649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1906648.250000 Penalty: 4919.636719
	Iteration 85Q: 3 clusters Score -1906648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1906649.250000 Penalty: 4919.636719
	Iteration 86Q: 3 clusters Score -1906649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1906651.250000 Penalty: 4919.636719
	Iteration 87Q: 3 clusters Score -1906651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1906650.250000 Penalty: 4919.636719
	Iteration 88Q: 3 clusters Score -1906650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1906648.625000 Penalty: 4919.636719
	Iteration 89Q: 3 clusters Score -1906649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1906647.250000 Penalty: 4919.636719
	Iteration 90Q: 3 clusters Score -1906647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1906647.250000 Penalty: 4919.636719
	Iteration 91F: 3 clusters Score -1906647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (228885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228885 members 
Entering Unmasked Estep 
Score: -22529988.000000 Penalty: 3060.561768
	Iteration 0F: 2 clusters Score -2.252999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114418 members 
Mstep: Class 2 contains 114467 members 
Entering Unmasked Estep 
Score: -22377016.000000 Penalty: 6121.123535
	Iteration 0F: 3 clusters Score -2.237702e+07 nChanged 110401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115131 members 
Mstep: Class 2 contains 113754 members 
Entering Unmasked Estep 
Score: -22440840.000000 Penalty: 6121.123535
	Iteration 1F: 3 clusters Score -2.244084e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116196 members 
Mstep: Class 2 contains 112689 members 
Entering Unmasked Estep 
Score: -22441838.000000 Penalty: 6121.123535
	Iteration 2Q: 3 clusters Score -2.244184e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118031 members 
Mstep: Class 2 contains 110854 members 
Entering Unmasked Estep 
Score: -22443058.000000 Penalty: 6121.123535
	Iteration 3Q: 3 clusters Score -2.244306e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121148 members 
Mstep: Class 2 contains 107737 members 
Entering Unmasked Estep 
Score: -22445562.000000 Penalty: 6121.123535
	Iteration 4Q: 3 clusters Score -2.244556e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126108 members 
Mstep: Class 2 contains 102777 members 
Entering Unmasked Estep 
Score: -22448942.000000 Penalty: 6121.123535
	Iteration 5Q: 3 clusters Score -2.244894e+07 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133341 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -22454194.000000 Penalty: 6121.123535
	Iteration 6F: 3 clusters Score -2.245419e+07 nChanged 14159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143156 members 
Mstep: Class 2 contains 85729 members 
Entering Unmasked Estep 
Score: -22461766.000000 Penalty: 6121.123535
	Iteration 7F: 3 clusters Score -2.246177e+07 nChanged 16028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155376 members 
Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
Score: -22471384.000000 Penalty: 6121.123535
	Iteration 8F: 3 clusters Score -2.247138e+07 nChanged 15785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168595 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -22481052.000000 Penalty: 6121.123535
	Iteration 9F: 3 clusters Score -2.248105e+07 nChanged 14270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181653 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -22490334.000000 Penalty: 6121.123535
	Iteration 10F: 3 clusters Score -2.249033e+07 nChanged 12493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193848 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -22499108.000000 Penalty: 6121.123535
	Iteration 11F: 3 clusters Score -2.249911e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204695 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -22506946.000000 Penalty: 6121.123535
	Iteration 12Q: 3 clusters Score -2.250695e+07 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213924 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -22514784.000000 Penalty: 6121.123535
	Iteration 13Q: 3 clusters Score -2.251478e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220758 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -22520798.000000 Penalty: 6121.123535
	Iteration 14Q: 3 clusters Score -2.25208e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224928 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -22524330.000000 Penalty: 6121.123535
	Iteration 15Q: 3 clusters Score -2.252433e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226948 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -22526134.000000 Penalty: 6121.123535
	Iteration 16Q: 3 clusters Score -2.252613e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227781 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -22526682.000000 Penalty: 6121.123535
	Iteration 17Q: 3 clusters Score -2.252668e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228122 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -22526936.000000 Penalty: 6121.123535
	Iteration 18Q: 3 clusters Score -2.252694e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228259 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -22527100.000000 Penalty: 6121.123535
	Iteration 19Q: 3 clusters Score -2.25271e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228339 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -22527170.000000 Penalty: 6121.123535
	Iteration 20F: 3 clusters Score -2.252717e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228373 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -22527180.000000 Penalty: 6121.123535
	Iteration 21Q: 3 clusters Score -2.252718e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228397 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -22527206.000000 Penalty: 6121.123535
	Iteration 22Q: 3 clusters Score -2.252721e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228405 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -22527222.000000 Penalty: 6121.123535
	Iteration 23Q: 3 clusters Score -2.252722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228416 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -22527248.000000 Penalty: 6121.123535
	Iteration 24Q: 3 clusters Score -2.252725e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228432 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -22527276.000000 Penalty: 6121.123535
	Iteration 25Q: 3 clusters Score -2.252728e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228438 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -22527280.000000 Penalty: 6121.123535
	Iteration 26Q: 3 clusters Score -2.252728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228444 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -22527288.000000 Penalty: 6121.123535
	Iteration 27Q: 3 clusters Score -2.252729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228443 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -22527294.000000 Penalty: 6121.123535
	Iteration 28Q: 3 clusters Score -2.252729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228444 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -22527290.000000 Penalty: 6121.123535
	Iteration 29Q: 3 clusters Score -2.252729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228446 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -22527296.000000 Penalty: 6121.123535
	Iteration 30Q: 3 clusters Score -2.25273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228445 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22527294.000000 Penalty: 6121.123535
	Iteration 31Q: 3 clusters Score -2.252729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228441 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22527294.000000 Penalty: 6121.123535
	Iteration 32Q: 3 clusters Score -2.252729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228444 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -22527294.000000 Penalty: 6121.123535
	Iteration 33Q: 3 clusters Score -2.252729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228447 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -22527298.000000 Penalty: 6121.123535
	Iteration 34Q: 3 clusters Score -2.25273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228451 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -22527320.000000 Penalty: 6121.123535
	Iteration 35Q: 3 clusters Score -2.252732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228453 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22527312.000000 Penalty: 6121.123535
	Iteration 36Q: 3 clusters Score -2.252731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228454 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -22527318.000000 Penalty: 6121.123535
	Iteration 37Q: 3 clusters Score -2.252732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228454 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -22527316.000000 Penalty: 6121.123535
	Iteration 38Q: 3 clusters Score -2.252732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228456 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -22527328.000000 Penalty: 6121.123535
	Iteration 39Q: 3 clusters Score -2.252733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228460 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -22527334.000000 Penalty: 6121.123535
	Iteration 40F: 3 clusters Score -2.252733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228461 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -22527326.000000 Penalty: 6121.123535
	Iteration 41Q: 3 clusters Score -2.252733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228464 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -22527330.000000 Penalty: 6121.123535
	Iteration 42Q: 3 clusters Score -2.252733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228465 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -22527324.000000 Penalty: 6121.123535
	Iteration 43Q: 3 clusters Score -2.252732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228465 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -22527324.000000 Penalty: 6121.123535
	Iteration 44F: 3 clusters Score -2.252732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Entering Unmasked Estep 
Score: -1247340.750000 Penalty: 2353.767578
	Iteration 0F: 2 clusters Score -1247341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1237665.375000 Penalty: 4707.535156
	Iteration 0F: 3 clusters Score -1237665 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1241316.250000 Penalty: 4707.535156
	Iteration 1F: 3 clusters Score -1241316 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1242228.500000 Penalty: 4707.535156
	Iteration 2F: 3 clusters Score -1242228 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1243019.375000 Penalty: 4707.535156
	Iteration 3F: 3 clusters Score -1243019 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1243839.750000 Penalty: 4707.535156
	Iteration 4F: 3 clusters Score -1243840 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1244599.625000 Penalty: 4707.535156
	Iteration 5F: 3 clusters Score -1244600 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1245173.125000 Penalty: 4707.535156
	Iteration 6F: 3 clusters Score -1245173 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1245615.125000 Penalty: 4707.535156
	Iteration 7Q: 3 clusters Score -1245615 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1245918.250000 Penalty: 4707.535156
	Iteration 8Q: 3 clusters Score -1245918 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1246120.500000 Penalty: 4707.535156
	Iteration 9Q: 3 clusters Score -1246120 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1246242.250000 Penalty: 4707.535156
	Iteration 10Q: 3 clusters Score -1246242 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1246331.625000 Penalty: 4707.535156
	Iteration 11Q: 3 clusters Score -1246332 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1246384.500000 Penalty: 4707.535156
	Iteration 12Q: 3 clusters Score -1246384 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1246431.125000 Penalty: 4707.535156
	Iteration 13Q: 3 clusters Score -1246431 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1246466.750000 Penalty: 4707.535156
	Iteration 14Q: 3 clusters Score -1246467 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1246496.875000 Penalty: 4707.535156
	Iteration 15Q: 3 clusters Score -1246497 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1246527.875000 Penalty: 4707.535156
	Iteration 16Q: 3 clusters Score -1246528 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1246554.125000 Penalty: 4707.535156
	Iteration 17Q: 3 clusters Score -1246554 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1246572.750000 Penalty: 4707.535156
	Iteration 18Q: 3 clusters Score -1246573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1246583.375000 Penalty: 4707.535156
	Iteration 19Q: 3 clusters Score -1246583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1246590.500000 Penalty: 4707.535156
	Iteration 20F: 3 clusters Score -1246590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1246601.500000 Penalty: 4707.535156
	Iteration 21Q: 3 clusters Score -1246602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1246608.500000 Penalty: 4707.535156
	Iteration 22Q: 3 clusters Score -1246608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1246620.750000 Penalty: 4707.535156
	Iteration 23Q: 3 clusters Score -1246621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1246632.875000 Penalty: 4707.535156
	Iteration 24Q: 3 clusters Score -1246633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1246639.625000 Penalty: 4707.535156
	Iteration 25Q: 3 clusters Score -1246640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1246648.375000 Penalty: 4707.535156
	Iteration 26Q: 3 clusters Score -1246648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1246652.750000 Penalty: 4707.535156
	Iteration 27Q: 3 clusters Score -1246653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1246658.750000 Penalty: 4707.535156
	Iteration 28Q: 3 clusters Score -1246659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1246662.000000 Penalty: 4707.535156
	Iteration 29Q: 3 clusters Score -1246662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1246665.375000 Penalty: 4707.535156
	Iteration 30Q: 3 clusters Score -1246665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1246670.375000 Penalty: 4707.535156
	Iteration 31Q: 3 clusters Score -1246670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1246675.125000 Penalty: 4707.535156
	Iteration 32Q: 3 clusters Score -1246675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1246676.000000 Penalty: 4707.535156
	Iteration 33Q: 3 clusters Score -1246676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1246677.375000 Penalty: 4707.535156
	Iteration 34Q: 3 clusters Score -1246677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1246679.750000 Penalty: 4707.535156
	Iteration 35Q: 3 clusters Score -1246680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1246682.375000 Penalty: 4707.535156
	Iteration 36Q: 3 clusters Score -1246682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1246682.125000 Penalty: 4707.535156
	Iteration 37Q: 3 clusters Score -1246682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1246685.500000 Penalty: 4707.535156
	Iteration 38Q: 3 clusters Score -1246686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1246688.125000 Penalty: 4707.535156
	Iteration 39Q: 3 clusters Score -1246688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1246695.000000 Penalty: 4707.535156
	Iteration 40F: 3 clusters Score -1246695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1246695.000000 Penalty: 4707.535156
	Iteration 41Q: 3 clusters Score -1246695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1246697.000000 Penalty: 4707.535156
	Iteration 42Q: 3 clusters Score -1246697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1246698.000000 Penalty: 4707.535156
	Iteration 43Q: 3 clusters Score -1246698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1246704.125000 Penalty: 4707.535156
	Iteration 44Q: 3 clusters Score -1246704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1246704.875000 Penalty: 4707.535156
	Iteration 45Q: 3 clusters Score -1246705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1246706.875000 Penalty: 4707.535156
	Iteration 46Q: 3 clusters Score -1246707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1246708.000000 Penalty: 4707.535156
	Iteration 47Q: 3 clusters Score -1246708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1246707.250000 Penalty: 4707.535156
	Iteration 48Q: 3 clusters Score -1246707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1246708.875000 Penalty: 4707.535156
	Iteration 49Q: 3 clusters Score -1246709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1246710.625000 Penalty: 4707.535156
	Iteration 50Q: 3 clusters Score -1246711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1246712.875000 Penalty: 4707.535156
	Iteration 51Q: 3 clusters Score -1246713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1246714.625000 Penalty: 4707.535156
	Iteration 52Q: 3 clusters Score -1246715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1246719.250000 Penalty: 4707.535156
	Iteration 53Q: 3 clusters Score -1246719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1246720.500000 Penalty: 4707.535156
	Iteration 54Q: 3 clusters Score -1246720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1246720.250000 Penalty: 4707.535156
	Iteration 55Q: 3 clusters Score -1246720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1246724.625000 Penalty: 4707.535156
	Iteration 56Q: 3 clusters Score -1246725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1246728.500000 Penalty: 4707.535156
	Iteration 57Q: 3 clusters Score -1246728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1246729.250000 Penalty: 4707.535156
	Iteration 58Q: 3 clusters Score -1246729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1246736.375000 Penalty: 4707.535156
	Iteration 59Q: 3 clusters Score -1246736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1246738.625000 Penalty: 4707.535156
	Iteration 60F: 3 clusters Score -1246739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1246737.000000 Penalty: 4707.535156
	Iteration 61Q: 3 clusters Score -1246737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1246736.875000 Penalty: 4707.535156
	Iteration 62Q: 3 clusters Score -1246737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1246737.875000 Penalty: 4707.535156
	Iteration 63Q: 3 clusters Score -1246738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1246741.125000 Penalty: 4707.535156
	Iteration 64Q: 3 clusters Score -1246741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1246740.125000 Penalty: 4707.535156
	Iteration 65Q: 3 clusters Score -1246740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1246740.125000 Penalty: 4707.535156
	Iteration 66F: 3 clusters Score -1246740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (67289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Entering Unmasked Estep 
Score: -6513058.000000 Penalty: 2756.954346
	Iteration 0F: 2 clusters Score -6513058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -6467786.500000 Penalty: 5513.908691
	Iteration 0F: 3 clusters Score -6467786 nChanged 31400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -6485683.000000 Penalty: 5513.908691
	Iteration 1F: 3 clusters Score -6485683 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -6486411.000000 Penalty: 5513.908691
	Iteration 2Q: 3 clusters Score -6486411 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -6487374.500000 Penalty: 5513.908691
	Iteration 3Q: 3 clusters Score -6487374 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -6488837.500000 Penalty: 5513.908691
	Iteration 4Q: 3 clusters Score -6488838 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -6491273.500000 Penalty: 5513.908691
	Iteration 5F: 3 clusters Score -6491274 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -6494925.000000 Penalty: 5513.908691
	Iteration 6F: 3 clusters Score -6494925 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -6499703.500000 Penalty: 5513.908691
	Iteration 7F: 3 clusters Score -6499704 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -6504339.000000 Penalty: 5513.908691
	Iteration 8F: 3 clusters Score -6504339 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61319 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -6507787.000000 Penalty: 5513.908691
	Iteration 9Q: 3 clusters Score -6507787 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -6509817.500000 Penalty: 5513.908691
	Iteration 10Q: 3 clusters Score -6509818 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -6510957.000000 Penalty: 5513.908691
	Iteration 11Q: 3 clusters Score -6510957 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -6511598.500000 Penalty: 5513.908691
	Iteration 12Q: 3 clusters Score -6511598 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -6512010.500000 Penalty: 5513.908691
	Iteration 13Q: 3 clusters Score -6512010 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -6512268.500000 Penalty: 5513.908691
	Iteration 14Q: 3 clusters Score -6512268 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -6512472.500000 Penalty: 5513.908691
	Iteration 15Q: 3 clusters Score -6512472 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -6512607.500000 Penalty: 5513.908691
	Iteration 16Q: 3 clusters Score -6512608 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -6512685.000000 Penalty: 5513.908691
	Iteration 17Q: 3 clusters Score -6512685 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -6512746.500000 Penalty: 5513.908691
	Iteration 18Q: 3 clusters Score -6512746 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -6512782.000000 Penalty: 5513.908691
	Iteration 19Q: 3 clusters Score -6512782 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -6512822.500000 Penalty: 5513.908691
	Iteration 20F: 3 clusters Score -6512822 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -6512829.500000 Penalty: 5513.908691
	Iteration 21Q: 3 clusters Score -6512830 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62356 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -6512864.500000 Penalty: 5513.908691
	Iteration 22Q: 3 clusters Score -6512864 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -6512879.500000 Penalty: 5513.908691
	Iteration 23Q: 3 clusters Score -6512880 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -6512891.500000 Penalty: 5513.908691
	Iteration 24Q: 3 clusters Score -6512892 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -6512899.000000 Penalty: 5513.908691
	Iteration 25Q: 3 clusters Score -6512899 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -6512902.500000 Penalty: 5513.908691
	Iteration 26Q: 3 clusters Score -6512902 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61976 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -6512909.500000 Penalty: 5513.908691
	Iteration 27Q: 3 clusters Score -6512910 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -6512895.500000 Penalty: 5513.908691
	Iteration 28Q: 3 clusters Score -6512896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -6512929.500000 Penalty: 5513.908691
	Iteration 29Q: 3 clusters Score -6512930 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -6512919.000000 Penalty: 5513.908691
	Iteration 30Q: 3 clusters Score -6512919 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -6512944.500000 Penalty: 5513.908691
	Iteration 31Q: 3 clusters Score -6512944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -6512958.000000 Penalty: 5513.908691
	Iteration 32Q: 3 clusters Score -6512958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -6512970.000000 Penalty: 5513.908691
	Iteration 33Q: 3 clusters Score -6512970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -6512970.000000 Penalty: 5513.908691
	Iteration 34Q: 3 clusters Score -6512970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -6512974.500000 Penalty: 5513.908691
	Iteration 35Q: 3 clusters Score -6512974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61640 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -6512975.000000 Penalty: 5513.908691
	Iteration 36Q: 3 clusters Score -6512975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -6512979.500000 Penalty: 5513.908691
	Iteration 37Q: 3 clusters Score -6512980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61606 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -6512985.500000 Penalty: 5513.908691
	Iteration 38Q: 3 clusters Score -6512986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -6512996.000000 Penalty: 5513.908691
	Iteration 39Q: 3 clusters Score -6512996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -6512986.500000 Penalty: 5513.908691
	Iteration 40F: 3 clusters Score -6512986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -6512983.500000 Penalty: 5513.908691
	Iteration 41Q: 3 clusters Score -6512984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -6512974.500000 Penalty: 5513.908691
	Iteration 42Q: 3 clusters Score -6512974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -6512977.500000 Penalty: 5513.908691
	Iteration 43Q: 3 clusters Score -6512978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -6512971.500000 Penalty: 5513.908691
	Iteration 44Q: 3 clusters Score -6512972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -6512975.500000 Penalty: 5513.908691
	Iteration 45Q: 3 clusters Score -6512976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -6512979.000000 Penalty: 5513.908691
	Iteration 46Q: 3 clusters Score -6512979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -6512981.500000 Penalty: 5513.908691
	Iteration 47Q: 3 clusters Score -6512982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -6512978.500000 Penalty: 5513.908691
	Iteration 48Q: 3 clusters Score -6512978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -6512973.500000 Penalty: 5513.908691
	Iteration 49Q: 3 clusters Score -6512974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -6512978.000000 Penalty: 5513.908691
	Iteration 50Q: 3 clusters Score -6512978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -6512976.500000 Penalty: 5513.908691
	Iteration 51Q: 3 clusters Score -6512976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -6512974.000000 Penalty: 5513.908691
	Iteration 52Q: 3 clusters Score -6512974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -6512966.500000 Penalty: 5513.908691
	Iteration 53Q: 3 clusters Score -6512966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -6512974.000000 Penalty: 5513.908691
	Iteration 54Q: 3 clusters Score -6512974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -6512968.500000 Penalty: 5513.908691
	Iteration 55Q: 3 clusters Score -6512968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -6512971.000000 Penalty: 5513.908691
	Iteration 56Q: 3 clusters Score -6512971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -6512971.000000 Penalty: 5513.908691
	Iteration 57F: 3 clusters Score -6512971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Entering Unmasked Estep 
Score: -1600227.625000 Penalty: 2418.083496
	Iteration 0F: 2 clusters Score -1600228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1587962.625000 Penalty: 4836.166992
	Iteration 0F: 3 clusters Score -1587963 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1591966.625000 Penalty: 4836.166992
	Iteration 1F: 3 clusters Score -1591967 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1592358.250000 Penalty: 4836.166992
	Iteration 2F: 3 clusters Score -1592358 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1592706.750000 Penalty: 4836.166992
	Iteration 3Q: 3 clusters Score -1592707 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1593130.625000 Penalty: 4836.166992
	Iteration 4Q: 3 clusters Score -1593131 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1593668.750000 Penalty: 4836.166992
	Iteration 5F: 3 clusters Score -1593669 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1594432.625000 Penalty: 4836.166992
	Iteration 6F: 3 clusters Score -1594433 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1595359.625000 Penalty: 4836.166992
	Iteration 7F: 3 clusters Score -1595360 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1596372.500000 Penalty: 4836.166992
	Iteration 8F: 3 clusters Score -1596372 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1597636.875000 Penalty: 4836.166992
	Iteration 9F: 3 clusters Score -1597637 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1599123.875000 Penalty: 4836.166992
	Iteration 10F: 3 clusters Score -1599124 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1600269.625000 Penalty: 4836.166992
	Iteration 11Q: 3 clusters Score -1600270 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1601046.125000 Penalty: 4836.166992
	Iteration 12Q: 3 clusters Score -1601046 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1601570.750000 Penalty: 4836.166992
	Iteration 13Q: 3 clusters Score -1601571 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1601786.125000 Penalty: 4836.166992
	Iteration 14Q: 3 clusters Score -1601786 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1601874.000000 Penalty: 4836.166992
	Iteration 15Q: 3 clusters Score -1601874 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1601916.375000 Penalty: 4836.166992
	Iteration 16Q: 3 clusters Score -1601916 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1601931.125000 Penalty: 4836.166992
	Iteration 17Q: 3 clusters Score -1601931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1601942.000000 Penalty: 4836.166992
	Iteration 18Q: 3 clusters Score -1601942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1601952.000000 Penalty: 4836.166992
	Iteration 19Q: 3 clusters Score -1601952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1601956.750000 Penalty: 4836.166992
	Iteration 20F: 3 clusters Score -1601957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1601959.250000 Penalty: 4836.166992
	Iteration 21Q: 3 clusters Score -1601959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1601962.125000 Penalty: 4836.166992
	Iteration 22Q: 3 clusters Score -1601962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1601963.000000 Penalty: 4836.166992
	Iteration 23Q: 3 clusters Score -1601963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1601970.625000 Penalty: 4836.166992
	Iteration 24Q: 3 clusters Score -1601971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1601965.500000 Penalty: 4836.166992
	Iteration 25Q: 3 clusters Score -1601966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1601973.750000 Penalty: 4836.166992
	Iteration 26Q: 3 clusters Score -1601974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1601972.250000 Penalty: 4836.166992
	Iteration 27Q: 3 clusters Score -1601972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1601975.875000 Penalty: 4836.166992
	Iteration 28Q: 3 clusters Score -1601976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1601973.500000 Penalty: 4836.166992
	Iteration 29Q: 3 clusters Score -1601974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1601972.375000 Penalty: 4836.166992
	Iteration 30Q: 3 clusters Score -1601972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1601975.125000 Penalty: 4836.166992
	Iteration 31Q: 3 clusters Score -1601975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1601975.250000 Penalty: 4836.166992
	Iteration 32Q: 3 clusters Score -1601975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1601975.125000 Penalty: 4836.166992
	Iteration 33Q: 3 clusters Score -1601975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1601976.000000 Penalty: 4836.166992
	Iteration 34Q: 3 clusters Score -1601976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1601977.250000 Penalty: 4836.166992
	Iteration 35Q: 3 clusters Score -1601977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1601978.125000 Penalty: 4836.166992
	Iteration 36Q: 3 clusters Score -1601978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1601977.500000 Penalty: 4836.166992
	Iteration 37Q: 3 clusters Score -1601978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1601977.375000 Penalty: 4836.166992
	Iteration 38Q: 3 clusters Score -1601977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1601975.125000 Penalty: 4836.166992
	Iteration 39Q: 3 clusters Score -1601975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1601978.750000 Penalty: 4836.166992
	Iteration 40F: 3 clusters Score -1601979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1601981.125000 Penalty: 4836.166992
	Iteration 41Q: 3 clusters Score -1601981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1601975.500000 Penalty: 4836.166992
	Iteration 42Q: 3 clusters Score -1601976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1601977.750000 Penalty: 4836.166992
	Iteration 43Q: 3 clusters Score -1601978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1601975.500000 Penalty: 4836.166992
	Iteration 44Q: 3 clusters Score -1601976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1601978.750000 Penalty: 4836.166992
	Iteration 45Q: 3 clusters Score -1601979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1601980.750000 Penalty: 4836.166992
	Iteration 46Q: 3 clusters Score -1601981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1601984.875000 Penalty: 4836.166992
	Iteration 47Q: 3 clusters Score -1601985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1601982.000000 Penalty: 4836.166992
	Iteration 48Q: 3 clusters Score -1601982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1601980.875000 Penalty: 4836.166992
	Iteration 49Q: 3 clusters Score -1601981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1601980.875000 Penalty: 4836.166992
	Iteration 50F: 3 clusters Score -1601981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 11562 members 
Mstep: Class 3 contains 6141 members 
Mstep: Class 4 contains 220989 members 
Mstep: Class 5 contains 102772 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21412 members 
Mstep: Class 8 contains 137496 members 
Mstep: Class 9 contains 45654 members 
Mstep: Class 10 contains 9192 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 10566 members 
Mstep: Class 13 contains 26929 members 
Mstep: Class 14 contains 310687 members 
Mstep: Class 15 contains 5080 members 
Mstep: Class 16 contains 24281 members 
Mstep: Class 17 contains 224347 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 22577 members 
Mstep: Class 20 contains 20305 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13240 members 
Mstep: Class 23 contains 67289 members 
Mstep: Class 24 contains 7543 members 
Mstep: Class 25 contains 7596 members 
Mstep: Class 26 contains 5751 members 
Mstep: Class 27 contains 9595 members 
Mstep: Class 28 contains 9251 members 
Mstep: Class 29 contains 11153 members 
Mstep: Class 30 contains 44345 members 
Mstep: Class 31 contains 9617 members 
Entering Unmasked Estep 
Score: -157676160.000000 Penalty: 110165.539062
Splitting cluster 24 changes total score from -157675632.000000 to -157676160.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 25 (7596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Entering Unmasked Estep 
Score: -703276.562500 Penalty: 2215.973633
	Iteration 0F: 2 clusters Score -703276.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -697187.562500 Penalty: 4431.947266
	Iteration 0F: 3 clusters Score -697187.6 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -698875.625000 Penalty: 4431.947266
	Iteration 1F: 3 clusters Score -698875.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -699144.250000 Penalty: 4431.947266
	Iteration 2F: 3 clusters Score -699144.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -699340.875000 Penalty: 4431.947266
	Iteration 3F: 3 clusters Score -699340.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -699510.875000 Penalty: 4431.947266
	Iteration 4Q: 3 clusters Score -699510.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -699675.000000 Penalty: 4431.947266
	Iteration 5Q: 3 clusters Score -699675 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -699898.937500 Penalty: 4431.947266
	Iteration 6Q: 3 clusters Score -699898.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -700162.125000 Penalty: 4431.947266
	Iteration 7Q: 3 clusters Score -700162.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -700517.500000 Penalty: 4431.947266
	Iteration 8Q: 3 clusters Score -700517.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -701090.187500 Penalty: 4431.947266
	Iteration 9Q: 3 clusters Score -701090.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -701717.562500 Penalty: 4431.947266
	Iteration 10F: 3 clusters Score -701717.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -702193.500000 Penalty: 4431.947266
	Iteration 11F: 3 clusters Score -702193.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -702564.312500 Penalty: 4431.947266
	Iteration 12Q: 3 clusters Score -702564.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -702914.562500 Penalty: 4431.947266
	Iteration 13Q: 3 clusters Score -702914.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -703212.187500 Penalty: 4431.947266
	Iteration 14Q: 3 clusters Score -703212.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -703436.625000 Penalty: 4431.947266
	Iteration 15Q: 3 clusters Score -703436.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -703591.562500 Penalty: 4431.947266
	Iteration 16Q: 3 clusters Score -703591.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -703692.187500 Penalty: 4431.947266
	Iteration 17Q: 3 clusters Score -703692.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -703748.687500 Penalty: 4431.947266
	Iteration 18Q: 3 clusters Score -703748.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -703771.937500 Penalty: 4431.947266
	Iteration 19Q: 3 clusters Score -703771.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -703789.437500 Penalty: 4431.947266
	Iteration 20F: 3 clusters Score -703789.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -703793.312500 Penalty: 4431.947266
	Iteration 21Q: 3 clusters Score -703793.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -703799.937500 Penalty: 4431.947266
	Iteration 22Q: 3 clusters Score -703799.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -703802.750000 Penalty: 4431.947266
	Iteration 23Q: 3 clusters Score -703802.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -703808.312500 Penalty: 4431.947266
	Iteration 24Q: 3 clusters Score -703808.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -703811.375000 Penalty: 4431.947266
	Iteration 25Q: 3 clusters Score -703811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -703813.062500 Penalty: 4431.947266
	Iteration 26Q: 3 clusters Score -703813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -703813.125000 Penalty: 4431.947266
	Iteration 27Q: 3 clusters Score -703813.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -703814.125000 Penalty: 4431.947266
	Iteration 28Q: 3 clusters Score -703814.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -703814.125000 Penalty: 4431.947266
	Iteration 29F: 3 clusters Score -703814.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 11562 members 
Mstep: Class 3 contains 6141 members 
Mstep: Class 4 contains 220989 members 
Mstep: Class 5 contains 102772 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21412 members 
Mstep: Class 8 contains 137496 members 
Mstep: Class 9 contains 45654 members 
Mstep: Class 10 contains 9192 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 10566 members 
Mstep: Class 13 contains 26929 members 
Mstep: Class 14 contains 310687 members 
Mstep: Class 15 contains 5080 members 
Mstep: Class 16 contains 24281 members 
Mstep: Class 17 contains 224347 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 22577 members 
Mstep: Class 20 contains 20305 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13240 members 
Mstep: Class 23 contains 67289 members 
Mstep: Class 24 contains 7543 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 5751 members 
Mstep: Class 27 contains 9595 members 
Mstep: Class 28 contains 9251 members 
Mstep: Class 29 contains 11153 members 
Mstep: Class 30 contains 44345 members 
Mstep: Class 31 contains 9617 members 
Mstep: Class 32 contains 5386 members 
Entering Unmasked Estep 
Score: -157675888.000000 Penalty: 113719.265625
Splitting cluster 25 changes total score from -157675632.000000 to -157675888.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 26 (5751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Entering Unmasked Estep 
Score: -534588.375000 Penalty: 2146.968018
	Iteration 0F: 2 clusters Score -534588.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -529649.062500 Penalty: 4293.936035
	Iteration 0F: 3 clusters Score -529649.1 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -530802.312500 Penalty: 4293.936035
	Iteration 1F: 3 clusters Score -530802.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -531059.000000 Penalty: 4293.936035
	Iteration 2F: 3 clusters Score -531059 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -531233.312500 Penalty: 4293.936035
	Iteration 3F: 3 clusters Score -531233.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -531382.875000 Penalty: 4293.936035
	Iteration 4Q: 3 clusters Score -531382.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -531493.312500 Penalty: 4293.936035
	Iteration 5Q: 3 clusters Score -531493.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -531582.375000 Penalty: 4293.936035
	Iteration 6Q: 3 clusters Score -531582.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -531678.250000 Penalty: 4293.936035
	Iteration 7Q: 3 clusters Score -531678.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -531779.875000 Penalty: 4293.936035
	Iteration 8Q: 3 clusters Score -531779.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -531857.625000 Penalty: 4293.936035
	Iteration 9Q: 3 clusters Score -531857.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -531944.937500 Penalty: 4293.936035
	Iteration 10Q: 3 clusters Score -531944.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -532039.562500 Penalty: 4293.936035
	Iteration 11Q: 3 clusters Score -532039.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -532131.687500 Penalty: 4293.936035
	Iteration 12Q: 3 clusters Score -532131.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -532227.937500 Penalty: 4293.936035
	Iteration 13Q: 3 clusters Score -532227.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -532323.125000 Penalty: 4293.936035
	Iteration 14Q: 3 clusters Score -532323.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -532406.625000 Penalty: 4293.936035
	Iteration 15Q: 3 clusters Score -532406.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -532498.312500 Penalty: 4293.936035
	Iteration 16Q: 3 clusters Score -532498.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -532604.437500 Penalty: 4293.936035
	Iteration 17Q: 3 clusters Score -532604.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -532704.937500 Penalty: 4293.936035
	Iteration 18Q: 3 clusters Score -532704.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -532811.187500 Penalty: 4293.936035
	Iteration 19Q: 3 clusters Score -532811.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -532907.312500 Penalty: 4293.936035
	Iteration 20F: 3 clusters Score -532907.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -533005.812500 Penalty: 4293.936035
	Iteration 21Q: 3 clusters Score -533005.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -533090.875000 Penalty: 4293.936035
	Iteration 22Q: 3 clusters Score -533090.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -533166.812500 Penalty: 4293.936035
	Iteration 23Q: 3 clusters Score -533166.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -533219.187500 Penalty: 4293.936035
	Iteration 24Q: 3 clusters Score -533219.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -533254.875000 Penalty: 4293.936035
	Iteration 25Q: 3 clusters Score -533254.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -533300.000000 Penalty: 4293.936035
	Iteration 26Q: 3 clusters Score -533300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -533353.500000 Penalty: 4293.936035
	Iteration 27Q: 3 clusters Score -533353.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -533405.812500 Penalty: 4293.936035
	Iteration 28Q: 3 clusters Score -533405.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -533446.500000 Penalty: 4293.936035
	Iteration 29Q: 3 clusters Score -533446.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -533482.937500 Penalty: 4293.936035
	Iteration 30Q: 3 clusters Score -533482.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -533521.812500 Penalty: 4293.936035
	Iteration 31Q: 3 clusters Score -533521.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -533541.187500 Penalty: 4293.936035
	Iteration 32Q: 3 clusters Score -533541.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -533553.750000 Penalty: 4293.936035
	Iteration 33Q: 3 clusters Score -533553.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -533567.625000 Penalty: 4293.936035
	Iteration 34Q: 3 clusters Score -533567.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -533585.812500 Penalty: 4293.936035
	Iteration 35Q: 3 clusters Score -533585.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -533601.375000 Penalty: 4293.936035
	Iteration 36Q: 3 clusters Score -533601.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -533616.562500 Penalty: 4293.936035
	Iteration 37Q: 3 clusters Score -533616.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -533625.687500 Penalty: 4293.936035
	Iteration 38Q: 3 clusters Score -533625.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -533636.437500 Penalty: 4293.936035
	Iteration 39Q: 3 clusters Score -533636.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -533653.187500 Penalty: 4293.936035
	Iteration 40F: 3 clusters Score -533653.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -533662.875000 Penalty: 4293.936035
	Iteration 41Q: 3 clusters Score -533662.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -533672.312500 Penalty: 4293.936035
	Iteration 42Q: 3 clusters Score -533672.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -533678.875000 Penalty: 4293.936035
	Iteration 43Q: 3 clusters Score -533678.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -533686.687500 Penalty: 4293.936035
	Iteration 44Q: 3 clusters Score -533686.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -533689.500000 Penalty: 4293.936035
	Iteration 45Q: 3 clusters Score -533689.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -533691.437500 Penalty: 4293.936035
	Iteration 46Q: 3 clusters Score -533691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -533693.312500 Penalty: 4293.936035
	Iteration 47Q: 3 clusters Score -533693.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -533693.937500 Penalty: 4293.936035
	Iteration 48Q: 3 clusters Score -533693.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -533693.812500 Penalty: 4293.936035
	Iteration 49Q: 3 clusters Score -533693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -533694.000000 Penalty: 4293.936035
	Iteration 50Q: 3 clusters Score -533694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -533694.875000 Penalty: 4293.936035
	Iteration 51Q: 3 clusters Score -533694.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -533694.312500 Penalty: 4293.936035
	Iteration 52Q: 3 clusters Score -533694.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -533695.250000 Penalty: 4293.936035
	Iteration 53Q: 3 clusters Score -533695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -533696.437500 Penalty: 4293.936035
	Iteration 54Q: 3 clusters Score -533696.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -533696.437500 Penalty: 4293.936035
	Iteration 55F: 3 clusters Score -533696.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Entering Unmasked Estep 
Score: -904974.125000 Penalty: 2273.911377
	Iteration 0F: 2 clusters Score -904974.1 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 4798 members 
Entering Unmasked Estep 
Score: -897528.437500 Penalty: 4547.822754
	Iteration 0F: 3 clusters Score -897528.4 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -899663.937500 Penalty: 4547.822754
	Iteration 1F: 3 clusters Score -899663.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -900010.250000 Penalty: 4547.822754
	Iteration 2F: 3 clusters Score -900010.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -900263.875000 Penalty: 4547.822754
	Iteration 3F: 3 clusters Score -900263.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -900471.500000 Penalty: 4547.822754
	Iteration 4Q: 3 clusters Score -900471.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -900638.312500 Penalty: 4547.822754
	Iteration 5Q: 3 clusters Score -900638.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -900795.187500 Penalty: 4547.822754
	Iteration 6Q: 3 clusters Score -900795.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -900937.500000 Penalty: 4547.822754
	Iteration 7Q: 3 clusters Score -900937.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -901098.437500 Penalty: 4547.822754
	Iteration 8Q: 3 clusters Score -901098.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -901280.812500 Penalty: 4547.822754
	Iteration 9Q: 3 clusters Score -901280.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -901467.375000 Penalty: 4547.822754
	Iteration 10Q: 3 clusters Score -901467.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -901661.937500 Penalty: 4547.822754
	Iteration 11Q: 3 clusters Score -901661.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -901902.562500 Penalty: 4547.822754
	Iteration 12Q: 3 clusters Score -901902.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -902144.562500 Penalty: 4547.822754
	Iteration 13Q: 3 clusters Score -902144.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -902363.500000 Penalty: 4547.822754
	Iteration 14Q: 3 clusters Score -902363.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -902575.375000 Penalty: 4547.822754
	Iteration 15Q: 3 clusters Score -902575.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -902753.062500 Penalty: 4547.822754
	Iteration 16Q: 3 clusters Score -902753.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -902888.937500 Penalty: 4547.822754
	Iteration 17Q: 3 clusters Score -902888.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -903002.625000 Penalty: 4547.822754
	Iteration 18Q: 3 clusters Score -903002.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -903109.875000 Penalty: 4547.822754
	Iteration 19Q: 3 clusters Score -903109.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -903201.437500 Penalty: 4547.822754
	Iteration 20F: 3 clusters Score -903201.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -903297.437500 Penalty: 4547.822754
	Iteration 21Q: 3 clusters Score -903297.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -903392.687500 Penalty: 4547.822754
	Iteration 22Q: 3 clusters Score -903392.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -903458.375000 Penalty: 4547.822754
	Iteration 23Q: 3 clusters Score -903458.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -903499.187500 Penalty: 4547.822754
	Iteration 24Q: 3 clusters Score -903499.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -903534.000000 Penalty: 4547.822754
	Iteration 25Q: 3 clusters Score -903534 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -903560.187500 Penalty: 4547.822754
	Iteration 26Q: 3 clusters Score -903560.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -903585.937500 Penalty: 4547.822754
	Iteration 27Q: 3 clusters Score -903585.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -903603.750000 Penalty: 4547.822754
	Iteration 28Q: 3 clusters Score -903603.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -903621.000000 Penalty: 4547.822754
	Iteration 29Q: 3 clusters Score -903621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -903628.375000 Penalty: 4547.822754
	Iteration 30Q: 3 clusters Score -903628.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -903633.062500 Penalty: 4547.822754
	Iteration 31Q: 3 clusters Score -903633.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -903642.812500 Penalty: 4547.822754
	Iteration 32Q: 3 clusters Score -903642.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -903644.937500 Penalty: 4547.822754
	Iteration 33Q: 3 clusters Score -903644.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -903647.750000 Penalty: 4547.822754
	Iteration 34Q: 3 clusters Score -903647.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -903651.375000 Penalty: 4547.822754
	Iteration 35Q: 3 clusters Score -903651.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -903654.312500 Penalty: 4547.822754
	Iteration 36Q: 3 clusters Score -903654.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -903659.250000 Penalty: 4547.822754
	Iteration 37Q: 3 clusters Score -903659.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -903664.375000 Penalty: 4547.822754
	Iteration 38Q: 3 clusters Score -903664.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -903665.937500 Penalty: 4547.822754
	Iteration 39Q: 3 clusters Score -903665.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -903665.437500 Penalty: 4547.822754
	Iteration 40F: 3 clusters Score -903665.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -903670.312500 Penalty: 4547.822754
	Iteration 41Q: 3 clusters Score -903670.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -903670.562500 Penalty: 4547.822754
	Iteration 42Q: 3 clusters Score -903670.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -903673.500000 Penalty: 4547.822754
	Iteration 43Q: 3 clusters Score -903673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -903674.500000 Penalty: 4547.822754
	Iteration 44Q: 3 clusters Score -903674.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -903676.187500 Penalty: 4547.822754
	Iteration 45Q: 3 clusters Score -903676.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -903678.250000 Penalty: 4547.822754
	Iteration 46Q: 3 clusters Score -903678.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -903677.250000 Penalty: 4547.822754
	Iteration 47Q: 3 clusters Score -903677.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -903677.812500 Penalty: 4547.822754
	Iteration 48Q: 3 clusters Score -903677.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -903678.125000 Penalty: 4547.822754
	Iteration 49Q: 3 clusters Score -903678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -903679.312500 Penalty: 4547.822754
	Iteration 50Q: 3 clusters Score -903679.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -903679.312500 Penalty: 4547.822754
	Iteration 51F: 3 clusters Score -903679.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Entering Unmasked Estep 
Score: -801138.437500 Penalty: 2264.856934
	Iteration 0F: 2 clusters Score -801138.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -793999.437500 Penalty: 4529.713867
	Iteration 0F: 3 clusters Score -793999.4 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -796348.625000 Penalty: 4529.713867
	Iteration 1F: 3 clusters Score -796348.6 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -797157.125000 Penalty: 4529.713867
	Iteration 2F: 3 clusters Score -797157.1 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -798213.562500 Penalty: 4529.713867
	Iteration 3F: 3 clusters Score -798213.6 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -799233.125000 Penalty: 4529.713867
	Iteration 4F: 3 clusters Score -799233.1 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -800046.750000 Penalty: 4529.713867
	Iteration 5F: 3 clusters Score -800046.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -800533.937500 Penalty: 4529.713867
	Iteration 6F: 3 clusters Score -800533.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -800800.562500 Penalty: 4529.713867
	Iteration 7Q: 3 clusters Score -800800.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -800979.937500 Penalty: 4529.713867
	Iteration 8Q: 3 clusters Score -800979.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -801102.187500 Penalty: 4529.713867
	Iteration 9Q: 3 clusters Score -801102.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -801193.000000 Penalty: 4529.713867
	Iteration 10Q: 3 clusters Score -801193 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -801254.375000 Penalty: 4529.713867
	Iteration 11Q: 3 clusters Score -801254.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -801297.500000 Penalty: 4529.713867
	Iteration 12Q: 3 clusters Score -801297.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -801338.125000 Penalty: 4529.713867
	Iteration 13Q: 3 clusters Score -801338.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -801380.937500 Penalty: 4529.713867
	Iteration 14Q: 3 clusters Score -801380.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -801440.000000 Penalty: 4529.713867
	Iteration 15Q: 3 clusters Score -801440 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -801489.250000 Penalty: 4529.713867
	Iteration 16Q: 3 clusters Score -801489.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -801522.625000 Penalty: 4529.713867
	Iteration 17Q: 3 clusters Score -801522.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -801554.625000 Penalty: 4529.713867
	Iteration 18Q: 3 clusters Score -801554.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -801590.062500 Penalty: 4529.713867
	Iteration 19Q: 3 clusters Score -801590.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -801624.625000 Penalty: 4529.713867
	Iteration 20F: 3 clusters Score -801624.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -801651.187500 Penalty: 4529.713867
	Iteration 21Q: 3 clusters Score -801651.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -801674.250000 Penalty: 4529.713867
	Iteration 22Q: 3 clusters Score -801674.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -801700.312500 Penalty: 4529.713867
	Iteration 23Q: 3 clusters Score -801700.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -801725.750000 Penalty: 4529.713867
	Iteration 24Q: 3 clusters Score -801725.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -801753.812500 Penalty: 4529.713867
	Iteration 25Q: 3 clusters Score -801753.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -801773.250000 Penalty: 4529.713867
	Iteration 26Q: 3 clusters Score -801773.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -801790.375000 Penalty: 4529.713867
	Iteration 27Q: 3 clusters Score -801790.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -801803.250000 Penalty: 4529.713867
	Iteration 28Q: 3 clusters Score -801803.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -801818.625000 Penalty: 4529.713867
	Iteration 29Q: 3 clusters Score -801818.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -801840.812500 Penalty: 4529.713867
	Iteration 30Q: 3 clusters Score -801840.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -801861.687500 Penalty: 4529.713867
	Iteration 31Q: 3 clusters Score -801861.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -801881.812500 Penalty: 4529.713867
	Iteration 32Q: 3 clusters Score -801881.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -801896.312500 Penalty: 4529.713867
	Iteration 33Q: 3 clusters Score -801896.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -801905.625000 Penalty: 4529.713867
	Iteration 34Q: 3 clusters Score -801905.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -801915.750000 Penalty: 4529.713867
	Iteration 35Q: 3 clusters Score -801915.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -801926.750000 Penalty: 4529.713867
	Iteration 36Q: 3 clusters Score -801926.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -801935.375000 Penalty: 4529.713867
	Iteration 37Q: 3 clusters Score -801935.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -801943.187500 Penalty: 4529.713867
	Iteration 38Q: 3 clusters Score -801943.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -801955.000000 Penalty: 4529.713867
	Iteration 39Q: 3 clusters Score -801955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -801963.562500 Penalty: 4529.713867
	Iteration 40F: 3 clusters Score -801963.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -801969.125000 Penalty: 4529.713867
	Iteration 41Q: 3 clusters Score -801969.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -801972.375000 Penalty: 4529.713867
	Iteration 42Q: 3 clusters Score -801972.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -801973.500000 Penalty: 4529.713867
	Iteration 43Q: 3 clusters Score -801973.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -801976.625000 Penalty: 4529.713867
	Iteration 44Q: 3 clusters Score -801976.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -801977.875000 Penalty: 4529.713867
	Iteration 45Q: 3 clusters Score -801977.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -801978.187500 Penalty: 4529.713867
	Iteration 46Q: 3 clusters Score -801978.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -801981.125000 Penalty: 4529.713867
	Iteration 47Q: 3 clusters Score -801981.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -801981.812500 Penalty: 4529.713867
	Iteration 48Q: 3 clusters Score -801981.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -801984.312500 Penalty: 4529.713867
	Iteration 49Q: 3 clusters Score -801984.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -801982.500000 Penalty: 4529.713867
	Iteration 50Q: 3 clusters Score -801982.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -801985.250000 Penalty: 4529.713867
	Iteration 51Q: 3 clusters Score -801985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -801985.250000 Penalty: 4529.713867
	Iteration 52Q: 3 clusters Score -801985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -801984.125000 Penalty: 4529.713867
	Iteration 53Q: 3 clusters Score -801984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -801985.625000 Penalty: 4529.713867
	Iteration 54Q: 3 clusters Score -801985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -801985.437500 Penalty: 4529.713867
	Iteration 55Q: 3 clusters Score -801985.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -801985.000000 Penalty: 4529.713867
	Iteration 56Q: 3 clusters Score -801985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -801985.500000 Penalty: 4529.713867
	Iteration 57Q: 3 clusters Score -801985.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -801984.125000 Penalty: 4529.713867
	Iteration 58Q: 3 clusters Score -801984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -801985.687500 Penalty: 4529.713867
	Iteration 59Q: 3 clusters Score -801985.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -801984.937500 Penalty: 4529.713867
	Iteration 60F: 3 clusters Score -801984.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 11562 members 
Mstep: Class 3 contains 6141 members 
Mstep: Class 4 contains 220989 members 
Mstep: Class 5 contains 102772 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21412 members 
Mstep: Class 8 contains 137496 members 
Mstep: Class 9 contains 45654 members 
Mstep: Class 10 contains 9192 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 10566 members 
Mstep: Class 13 contains 26929 members 
Mstep: Class 14 contains 310687 members 
Mstep: Class 15 contains 5080 members 
Mstep: Class 16 contains 24281 members 
Mstep: Class 17 contains 224347 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 22577 members 
Mstep: Class 20 contains 20305 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13240 members 
Mstep: Class 23 contains 67289 members 
Mstep: Class 24 contains 7543 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 5751 members 
Mstep: Class 27 contains 9595 members 
Mstep: Class 28 contains 4325 members 
Mstep: Class 29 contains 11153 members 
Mstep: Class 30 contains 44345 members 
Mstep: Class 31 contains 9617 members 
Mstep: Class 32 contains 5386 members 
Mstep: Class 33 contains 4926 members 
Entering Unmasked Estep 
Score: -157675264.000000 Penalty: 117273.000000
Splitting cluster 28 changes total score from -157675632.000000 to -157675264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (11153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Entering Unmasked Estep 
Score: -1031190.250000 Penalty: 2311.227051
	Iteration 0F: 2 clusters Score -1031190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1022751.437500 Penalty: 4622.454102
	Iteration 0F: 3 clusters Score -1022751 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1025239.875000 Penalty: 4622.454102
	Iteration 1F: 3 clusters Score -1025240 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1025619.500000 Penalty: 4622.454102
	Iteration 2F: 3 clusters Score -1025620 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1025915.750000 Penalty: 4622.454102
	Iteration 3F: 3 clusters Score -1025916 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1026185.875000 Penalty: 4622.454102
	Iteration 4Q: 3 clusters Score -1026186 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1026433.312500 Penalty: 4622.454102
	Iteration 5Q: 3 clusters Score -1026433 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1026703.750000 Penalty: 4622.454102
	Iteration 6Q: 3 clusters Score -1026704 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1027009.750000 Penalty: 4622.454102
	Iteration 7Q: 3 clusters Score -1027010 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1027328.000000 Penalty: 4622.454102
	Iteration 8F: 3 clusters Score -1027328 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1027643.312500 Penalty: 4622.454102
	Iteration 9Q: 3 clusters Score -1027643 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1027931.687500 Penalty: 4622.454102
	Iteration 10Q: 3 clusters Score -1027932 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1028201.687500 Penalty: 4622.454102
	Iteration 11Q: 3 clusters Score -1028202 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1028465.687500 Penalty: 4622.454102
	Iteration 12Q: 3 clusters Score -1028466 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1028693.875000 Penalty: 4622.454102
	Iteration 13Q: 3 clusters Score -1028694 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1028895.250000 Penalty: 4622.454102
	Iteration 14Q: 3 clusters Score -1028895 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1029076.562500 Penalty: 4622.454102
	Iteration 15Q: 3 clusters Score -1029077 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1029221.562500 Penalty: 4622.454102
	Iteration 16Q: 3 clusters Score -1029222 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1029340.375000 Penalty: 4622.454102
	Iteration 17Q: 3 clusters Score -1029340 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1029451.062500 Penalty: 4622.454102
	Iteration 18Q: 3 clusters Score -1029451 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1029540.750000 Penalty: 4622.454102
	Iteration 19Q: 3 clusters Score -1029541 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1029610.187500 Penalty: 4622.454102
	Iteration 20F: 3 clusters Score -1029610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1029657.750000 Penalty: 4622.454102
	Iteration 21Q: 3 clusters Score -1029658 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1029683.375000 Penalty: 4622.454102
	Iteration 22Q: 3 clusters Score -1029683 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1029705.125000 Penalty: 4622.454102
	Iteration 23Q: 3 clusters Score -1029705 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1029722.687500 Penalty: 4622.454102
	Iteration 24Q: 3 clusters Score -1029723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1029731.562500 Penalty: 4622.454102
	Iteration 25Q: 3 clusters Score -1029732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1029741.875000 Penalty: 4622.454102
	Iteration 26Q: 3 clusters Score -1029742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1029748.812500 Penalty: 4622.454102
	Iteration 27Q: 3 clusters Score -1029749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1029758.500000 Penalty: 4622.454102
	Iteration 28Q: 3 clusters Score -1029758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1029771.937500 Penalty: 4622.454102
	Iteration 29Q: 3 clusters Score -1029772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1029784.937500 Penalty: 4622.454102
	Iteration 30Q: 3 clusters Score -1029785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1029789.062500 Penalty: 4622.454102
	Iteration 31Q: 3 clusters Score -1029789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1029795.000000 Penalty: 4622.454102
	Iteration 32Q: 3 clusters Score -1029795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1029798.312500 Penalty: 4622.454102
	Iteration 33Q: 3 clusters Score -1029798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1029804.500000 Penalty: 4622.454102
	Iteration 34Q: 3 clusters Score -1029804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1029805.187500 Penalty: 4622.454102
	Iteration 35Q: 3 clusters Score -1029805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1029809.062500 Penalty: 4622.454102
	Iteration 36Q: 3 clusters Score -1029809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1029812.625000 Penalty: 4622.454102
	Iteration 37Q: 3 clusters Score -1029813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1029818.125000 Penalty: 4622.454102
	Iteration 38Q: 3 clusters Score -1029818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1029823.250000 Penalty: 4622.454102
	Iteration 39Q: 3 clusters Score -1029823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1029826.000000 Penalty: 4622.454102
	Iteration 40F: 3 clusters Score -1029826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1029829.687500 Penalty: 4622.454102
	Iteration 41Q: 3 clusters Score -1029830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1029828.250000 Penalty: 4622.454102
	Iteration 42Q: 3 clusters Score -1029828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1029829.437500 Penalty: 4622.454102
	Iteration 43Q: 3 clusters Score -1029829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1029829.437500 Penalty: 4622.454102
	Iteration 44F: 3 clusters Score -1029829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (44345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Entering Unmasked Estep 
Score: -3945836.000000 Penalty: 2653.539307
	Iteration 0F: 2 clusters Score -3945836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -3916119.750000 Penalty: 5307.078613
	Iteration 0F: 3 clusters Score -3916120 nChanged 20338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3927701.500000 Penalty: 5307.078613
	Iteration 1F: 3 clusters Score -3927702 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -3928743.500000 Penalty: 5307.078613
	Iteration 2F: 3 clusters Score -3928744 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -3929878.000000 Penalty: 5307.078613
	Iteration 3F: 3 clusters Score -3929878 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -3931292.000000 Penalty: 5307.078613
	Iteration 4F: 3 clusters Score -3931292 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -3933075.500000 Penalty: 5307.078613
	Iteration 5F: 3 clusters Score -3933076 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3935126.250000 Penalty: 5307.078613
	Iteration 6F: 3 clusters Score -3935126 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3937153.750000 Penalty: 5307.078613
	Iteration 7F: 3 clusters Score -3937154 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -3938826.500000 Penalty: 5307.078613
	Iteration 8F: 3 clusters Score -3938826 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3940157.500000 Penalty: 5307.078613
	Iteration 9Q: 3 clusters Score -3940158 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -3941091.000000 Penalty: 5307.078613
	Iteration 10Q: 3 clusters Score -3941091 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -3941695.500000 Penalty: 5307.078613
	Iteration 11Q: 3 clusters Score -3941696 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -3942047.750000 Penalty: 5307.078613
	Iteration 12Q: 3 clusters Score -3942048 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -3942281.750000 Penalty: 5307.078613
	Iteration 13Q: 3 clusters Score -3942282 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -3942396.000000 Penalty: 5307.078613
	Iteration 14Q: 3 clusters Score -3942396 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -3942487.250000 Penalty: 5307.078613
	Iteration 15Q: 3 clusters Score -3942487 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -3942549.750000 Penalty: 5307.078613
	Iteration 16Q: 3 clusters Score -3942550 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3942583.750000 Penalty: 5307.078613
	Iteration 17Q: 3 clusters Score -3942584 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3942630.750000 Penalty: 5307.078613
	Iteration 18Q: 3 clusters Score -3942631 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -3942665.500000 Penalty: 5307.078613
	Iteration 19Q: 3 clusters Score -3942666 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -3942682.000000 Penalty: 5307.078613
	Iteration 20F: 3 clusters Score -3942682 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -3942700.500000 Penalty: 5307.078613
	Iteration 21Q: 3 clusters Score -3942700 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -3942709.500000 Penalty: 5307.078613
	Iteration 22Q: 3 clusters Score -3942710 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -3942719.750000 Penalty: 5307.078613
	Iteration 23Q: 3 clusters Score -3942720 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3942732.250000 Penalty: 5307.078613
	Iteration 24Q: 3 clusters Score -3942732 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3942731.750000 Penalty: 5307.078613
	Iteration 25Q: 3 clusters Score -3942732 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -3942738.000000 Penalty: 5307.078613
	Iteration 26Q: 3 clusters Score -3942738 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3942755.000000 Penalty: 5307.078613
	Iteration 27Q: 3 clusters Score -3942755 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -3942758.500000 Penalty: 5307.078613
	Iteration 28Q: 3 clusters Score -3942758 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3942764.000000 Penalty: 5307.078613
	Iteration 29Q: 3 clusters Score -3942764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3942768.000000 Penalty: 5307.078613
	Iteration 30Q: 3 clusters Score -3942768 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -3942778.250000 Penalty: 5307.078613
	Iteration 31Q: 3 clusters Score -3942778 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -3942782.500000 Penalty: 5307.078613
	Iteration 32Q: 3 clusters Score -3942782 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3942801.750000 Penalty: 5307.078613
	Iteration 33Q: 3 clusters Score -3942802 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3942798.250000 Penalty: 5307.078613
	Iteration 34Q: 3 clusters Score -3942798 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -3942800.250000 Penalty: 5307.078613
	Iteration 35Q: 3 clusters Score -3942800 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3942806.750000 Penalty: 5307.078613
	Iteration 36Q: 3 clusters Score -3942807 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -3942813.500000 Penalty: 5307.078613
	Iteration 37Q: 3 clusters Score -3942814 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -3942817.750000 Penalty: 5307.078613
	Iteration 38Q: 3 clusters Score -3942818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -3942826.000000 Penalty: 5307.078613
	Iteration 39Q: 3 clusters Score -3942826 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -3942818.000000 Penalty: 5307.078613
	Iteration 40F: 3 clusters Score -3942818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -3942823.250000 Penalty: 5307.078613
	Iteration 41Q: 3 clusters Score -3942823 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -3942832.250000 Penalty: 5307.078613
	Iteration 42Q: 3 clusters Score -3942832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3942825.750000 Penalty: 5307.078613
	Iteration 43Q: 3 clusters Score -3942826 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -3942826.500000 Penalty: 5307.078613
	Iteration 44Q: 3 clusters Score -3942826 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3942840.500000 Penalty: 5307.078613
	Iteration 45Q: 3 clusters Score -3942840 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -3942855.000000 Penalty: 5307.078613
	Iteration 46Q: 3 clusters Score -3942855 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -3942860.000000 Penalty: 5307.078613
	Iteration 47Q: 3 clusters Score -3942860 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -3942863.750000 Penalty: 5307.078613
	Iteration 48Q: 3 clusters Score -3942864 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -3942863.500000 Penalty: 5307.078613
	Iteration 49Q: 3 clusters Score -3942864 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -3942868.500000 Penalty: 5307.078613
	Iteration 50Q: 3 clusters Score -3942868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3942878.750000 Penalty: 5307.078613
	Iteration 51Q: 3 clusters Score -3942879 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3942887.750000 Penalty: 5307.078613
	Iteration 52Q: 3 clusters Score -3942888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -3942898.000000 Penalty: 5307.078613
	Iteration 53Q: 3 clusters Score -3942898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -3942895.500000 Penalty: 5307.078613
	Iteration 54Q: 3 clusters Score -3942896 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3942908.250000 Penalty: 5307.078613
	Iteration 55Q: 3 clusters Score -3942908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3942905.000000 Penalty: 5307.078613
	Iteration 56Q: 3 clusters Score -3942905 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -3942900.000000 Penalty: 5307.078613
	Iteration 57Q: 3 clusters Score -3942900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -3942912.250000 Penalty: 5307.078613
	Iteration 58Q: 3 clusters Score -3942912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3942916.250000 Penalty: 5307.078613
	Iteration 59Q: 3 clusters Score -3942916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -3942921.750000 Penalty: 5307.078613
	Iteration 60F: 3 clusters Score -3942922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3942931.250000 Penalty: 5307.078613
	Iteration 61Q: 3 clusters Score -3942931 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -3942947.500000 Penalty: 5307.078613
	Iteration 62Q: 3 clusters Score -3942948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -3942941.000000 Penalty: 5307.078613
	Iteration 63Q: 3 clusters Score -3942941 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3942938.000000 Penalty: 5307.078613
	Iteration 64Q: 3 clusters Score -3942938 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -3942949.500000 Penalty: 5307.078613
	Iteration 65Q: 3 clusters Score -3942950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3942958.500000 Penalty: 5307.078613
	Iteration 66Q: 3 clusters Score -3942958 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -3942966.500000 Penalty: 5307.078613
	Iteration 67Q: 3 clusters Score -3942966 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3942973.750000 Penalty: 5307.078613
	Iteration 68Q: 3 clusters Score -3942974 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3942986.500000 Penalty: 5307.078613
	Iteration 69Q: 3 clusters Score -3942986 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -3943000.500000 Penalty: 5307.078613
	Iteration 70Q: 3 clusters Score -3943000 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -3943010.500000 Penalty: 5307.078613
	Iteration 71Q: 3 clusters Score -3943010 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -3943038.500000 Penalty: 5307.078613
	Iteration 72Q: 3 clusters Score -3943038 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3943049.000000 Penalty: 5307.078613
	Iteration 73Q: 3 clusters Score -3943049 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3943069.500000 Penalty: 5307.078613
	Iteration 74Q: 3 clusters Score -3943070 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3943094.000000 Penalty: 5307.078613
	Iteration 75Q: 3 clusters Score -3943094 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -3943103.500000 Penalty: 5307.078613
	Iteration 76Q: 3 clusters Score -3943104 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3943118.000000 Penalty: 5307.078613
	Iteration 77Q: 3 clusters Score -3943118 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -3943130.500000 Penalty: 5307.078613
	Iteration 78Q: 3 clusters Score -3943130 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3943154.750000 Penalty: 5307.078613
	Iteration 79Q: 3 clusters Score -3943155 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3943149.500000 Penalty: 5307.078613
	Iteration 80F: 3 clusters Score -3943150 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3943162.500000 Penalty: 5307.078613
	Iteration 81Q: 3 clusters Score -3943162 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3943175.750000 Penalty: 5307.078613
	Iteration 82Q: 3 clusters Score -3943176 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -3943199.000000 Penalty: 5307.078613
	Iteration 83Q: 3 clusters Score -3943199 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3943211.000000 Penalty: 5307.078613
	Iteration 84Q: 3 clusters Score -3943211 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3943215.000000 Penalty: 5307.078613
	Iteration 85Q: 3 clusters Score -3943215 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -3943227.000000 Penalty: 5307.078613
	Iteration 86Q: 3 clusters Score -3943227 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3943239.750000 Penalty: 5307.078613
	Iteration 87Q: 3 clusters Score -3943240 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3943261.750000 Penalty: 5307.078613
	Iteration 88Q: 3 clusters Score -3943262 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3943266.250000 Penalty: 5307.078613
	Iteration 89Q: 3 clusters Score -3943266 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3943277.000000 Penalty: 5307.078613
	Iteration 90Q: 3 clusters Score -3943277 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3943306.750000 Penalty: 5307.078613
	Iteration 91Q: 3 clusters Score -3943307 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3943342.500000 Penalty: 5307.078613
	Iteration 92Q: 3 clusters Score -3943342 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3943376.250000 Penalty: 5307.078613
	Iteration 93Q: 3 clusters Score -3943376 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3943409.250000 Penalty: 5307.078613
	Iteration 94Q: 3 clusters Score -3943409 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3943436.500000 Penalty: 5307.078613
	Iteration 95Q: 3 clusters Score -3943436 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3943479.250000 Penalty: 5307.078613
	Iteration 96Q: 3 clusters Score -3943479 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3943520 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3943562 nChanged 215
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Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3943612 nChanged 228
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Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3943661 nChanged 215
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Mstep: Class 1 contains 33230 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3943716 nChanged 185
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Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3943756 nChanged 186
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Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3943783 nChanged 180
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Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3943803 nChanged 193
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Mstep: Class 1 contains 33946 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3943832 nChanged 191
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Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3943866 nChanged 192
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Mstep: Class 1 contains 34313 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3943903 nChanged 205
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Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3943957 nChanged 202
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Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3943984 nChanged 158
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Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3944011 nChanged 172
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Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3944046 nChanged 179
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Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3944080 nChanged 162
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Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3944110 nChanged 145
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Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3944138 nChanged 143
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Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3944154 nChanged 130
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Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -3944189.750000 Penalty: 5307.078613
	Iteration 116Q: 3 clusters Score -3944190 nChanged 117
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Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3944210 nChanged 118
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Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -3944213.750000 Penalty: 5307.078613
	Iteration 118Q: 3 clusters Score -3944214 nChanged 113
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Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3944231.250000 Penalty: 5307.078613
	Iteration 119Q: 3 clusters Score -3944231 nChanged 119
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Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3944240 nChanged 98
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Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 8015 members 
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	Iteration 121Q: 3 clusters Score -3944256 nChanged 93
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Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3944278 nChanged 92
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Mstep: Class 2 contains 7832 members 
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	Iteration 123Q: 3 clusters Score -3944294 nChanged 86
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Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3944297 nChanged 75
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Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3944313 nChanged 85
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Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3944321.500000 Penalty: 5307.078613
	Iteration 126Q: 3 clusters Score -3944322 nChanged 89
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Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3944341 nChanged 91
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Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3944345 nChanged 84
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Mstep: Class 1 contains 37021 members 
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	Iteration 129Q: 3 clusters Score -3944346 nChanged 79
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Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 7247 members 
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	Iteration 130Q: 3 clusters Score -3944367 nChanged 72
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Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3944371 nChanged 59
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Mstep: Class 1 contains 37229 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3944373 nChanged 52
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3944367 nChanged 54
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Mstep: Class 1 contains 37335 members 
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	Iteration 134Q: 3 clusters Score -3944388 nChanged 69
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Mstep: Class 1 contains 37404 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3944394 nChanged 69
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Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 6872 members 
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	Iteration 136Q: 3 clusters Score -3944407 nChanged 79
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Mstep: Class 1 contains 37550 members 
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Entering Unmasked Estep 
Score: -3944414.000000 Penalty: 5307.078613
	Iteration 137Q: 3 clusters Score -3944414 nChanged 69
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Mstep: Class 1 contains 37619 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3944418 nChanged 47
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Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -3944420.500000 Penalty: 5307.078613
	Iteration 139Q: 3 clusters Score -3944420 nChanged 41
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Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3944420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -3944433.750000 Penalty: 5307.078613
	Iteration 141Q: 3 clusters Score -3944434 nChanged 47
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Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3944443 nChanged 44
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Mstep: Class 1 contains 37837 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3944454 nChanged 50
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Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 6460 members 
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	Iteration 144Q: 3 clusters Score -3944454 nChanged 44
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Mstep: Class 1 contains 37929 members 
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Score: -3944462.000000 Penalty: 5307.078613
	Iteration 145Q: 3 clusters Score -3944462 nChanged 37
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	Iteration 146Q: 3 clusters Score -3944464 nChanged 45
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Mstep: Class 1 contains 38007 members 
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	Iteration 147Q: 3 clusters Score -3944478 nChanged 33
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Mstep: Class 1 contains 38040 members 
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	Iteration 148Q: 3 clusters Score -3944480 nChanged 34
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Mstep: Class 1 contains 38074 members 
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Entering Unmasked Estep 
Score: -3944483.250000 Penalty: 5307.078613
	Iteration 149Q: 3 clusters Score -3944483 nChanged 32
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Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3944491 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3944486 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -3944494.750000 Penalty: 5307.078613
	Iteration 152Q: 3 clusters Score -3944495 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3944492 nChanged 21
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Mstep: Class 1 contains 38214 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3944476 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3944485 nChanged 45
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Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3944483 nChanged 43
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Mstep: Class 1 contains 38330 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3944494 nChanged 32
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Mstep: Class 1 contains 38360 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3944496 nChanged 27
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Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3944501.500000 Penalty: 5307.078613
	Iteration 159Q: 3 clusters Score -3944502 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3944508.750000 Penalty: 5307.078613
	Iteration 160F: 3 clusters Score -3944509 nChanged 13
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Mstep: Class 1 contains 38422 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3944506 nChanged 18
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3944510 nChanged 19
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Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3944505 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38475 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3944504 nChanged 17
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Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3944503 nChanged 14
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Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -3944521.500000 Penalty: 5307.078613
	Iteration 166Q: 3 clusters Score -3944522 nChanged 14
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Mstep: Class 1 contains 38518 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3944518 nChanged 10
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Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -3944525.000000 Penalty: 5307.078613
	Iteration 168Q: 3 clusters Score -3944525 nChanged 11
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Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3944524.500000 Penalty: 5307.078613
	Iteration 169Q: 3 clusters Score -3944524 nChanged 13
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Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -3944526.250000 Penalty: 5307.078613
	Iteration 170Q: 3 clusters Score -3944526 nChanged 9
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Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3944528 nChanged 4
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Mstep: Class 2 contains 5780 members 
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	Iteration 172Q: 3 clusters Score -3944525 nChanged 10
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	Iteration 173Q: 3 clusters Score -3944536 nChanged 8
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Mstep: Class 1 contains 38581 members 
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Entering Unmasked Estep 
Score: -3944533.500000 Penalty: 5307.078613
	Iteration 174Q: 3 clusters Score -3944534 nChanged 6
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3944532 nChanged 10
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	Iteration 176Q: 3 clusters Score -3944532 nChanged 11
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	Iteration 177Q: 3 clusters Score -3944531 nChanged 9
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Mstep: Class 1 contains 38613 members 
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	Iteration 178Q: 3 clusters Score -3944531 nChanged 11
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Mstep: Class 1 contains 38624 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3944529 nChanged 11
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Mstep: Class 1 contains 38635 members 
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Entering Unmasked Estep 
Score: -3944532.000000 Penalty: 5307.078613
	Iteration 180F: 3 clusters Score -3944532 nChanged 11
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Mstep: Class 1 contains 38646 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3944532 nChanged 13
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Entering Unmasked Estep 
Score: -3944530.000000 Penalty: 5307.078613
	Iteration 182Q: 3 clusters Score -3944530 nChanged 17
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Mstep: Class 1 contains 38676 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3944533 nChanged 18
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Mstep: Class 1 contains 38694 members 
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Entering Unmasked Estep 
Score: -3944536.250000 Penalty: 5307.078613
	Iteration 184Q: 3 clusters Score -3944536 nChanged 18
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Entering Unmasked Estep 
Score: -3944540.000000 Penalty: 5307.078613
	Iteration 185Q: 3 clusters Score -3944540 nChanged 17
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Mstep: Class 1 contains 38727 members 
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Entering Unmasked Estep 
Score: -3944537.250000 Penalty: 5307.078613
	Iteration 186Q: 3 clusters Score -3944537 nChanged 19
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Entering Unmasked Estep 
Score: -3944539.000000 Penalty: 5307.078613
	Iteration 187Q: 3 clusters Score -3944539 nChanged 22
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Entering Unmasked Estep 
Score: -3944538.500000 Penalty: 5307.078613
	Iteration 188Q: 3 clusters Score -3944538 nChanged 18
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3944540 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3944544.500000 Penalty: 5307.078613
	Iteration 190Q: 3 clusters Score -3944544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -3944545.500000 Penalty: 5307.078613
	Iteration 191Q: 3 clusters Score -3944546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -3944546.750000 Penalty: 5307.078613
	Iteration 192Q: 3 clusters Score -3944547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3944538.000000 Penalty: 5307.078613
	Iteration 193Q: 3 clusters Score -3944538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3944542.500000 Penalty: 5307.078613
	Iteration 194Q: 3 clusters Score -3944542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -3944554.750000 Penalty: 5307.078613
	Iteration 195Q: 3 clusters Score -3944555 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3944554.250000 Penalty: 5307.078613
	Iteration 196Q: 3 clusters Score -3944554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3944562.250000 Penalty: 5307.078613
	Iteration 197Q: 3 clusters Score -3944562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -3944570.000000 Penalty: 5307.078613
	Iteration 198Q: 3 clusters Score -3944570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -3944573.750000 Penalty: 5307.078613
	Iteration 199Q: 3 clusters Score -3944574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3944589.500000 Penalty: 5307.078613
	Iteration 200F: 3 clusters Score -3944590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -3944595.500000 Penalty: 5307.078613
	Iteration 201Q: 3 clusters Score -3944596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -3944601.250000 Penalty: 5307.078613
	Iteration 202Q: 3 clusters Score -3944601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3944600.500000 Penalty: 5307.078613
	Iteration 203Q: 3 clusters Score -3944600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3944613.250000 Penalty: 5307.078613
	Iteration 204Q: 3 clusters Score -3944613 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -3944613.750000 Penalty: 5307.078613
	Iteration 205Q: 3 clusters Score -3944614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -3944619.750000 Penalty: 5307.078613
	Iteration 206Q: 3 clusters Score -3944620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3944620.750000 Penalty: 5307.078613
	Iteration 207Q: 3 clusters Score -3944621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3944624.000000 Penalty: 5307.078613
	Iteration 208Q: 3 clusters Score -3944624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3944626.250000 Penalty: 5307.078613
	Iteration 209Q: 3 clusters Score -3944626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3944627.750000 Penalty: 5307.078613
	Iteration 210Q: 3 clusters Score -3944628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -3944633.500000 Penalty: 5307.078613
	Iteration 211Q: 3 clusters Score -3944634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -3944638.500000 Penalty: 5307.078613
	Iteration 212Q: 3 clusters Score -3944638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3944644.750000 Penalty: 5307.078613
	Iteration 213Q: 3 clusters Score -3944645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -3944654.500000 Penalty: 5307.078613
	Iteration 214Q: 3 clusters Score -3944654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3944650.500000 Penalty: 5307.078613
	Iteration 215Q: 3 clusters Score -3944650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3944651.000000 Penalty: 5307.078613
	Iteration 216Q: 3 clusters Score -3944651 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3944654.500000 Penalty: 5307.078613
	Iteration 217Q: 3 clusters Score -3944654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3944667.250000 Penalty: 5307.078613
	Iteration 218Q: 3 clusters Score -3944667 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -3944663.000000 Penalty: 5307.078613
	Iteration 219Q: 3 clusters Score -3944663 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -3944677.750000 Penalty: 5307.078613
	Iteration 220F: 3 clusters Score -3944678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3944671.000000 Penalty: 5307.078613
	Iteration 221Q: 3 clusters Score -3944671 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -3944681.250000 Penalty: 5307.078613
	Iteration 222Q: 3 clusters Score -3944681 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3944710.250000 Penalty: 5307.078613
	Iteration 223Q: 3 clusters Score -3944710 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3944725.500000 Penalty: 5307.078613
	Iteration 224Q: 3 clusters Score -3944726 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3944741.000000 Penalty: 5307.078613
	Iteration 225Q: 3 clusters Score -3944741 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3944764.750000 Penalty: 5307.078613
	Iteration 226Q: 3 clusters Score -3944765 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -3944787.750000 Penalty: 5307.078613
	Iteration 227Q: 3 clusters Score -3944788 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3944821.250000 Penalty: 5307.078613
	Iteration 228Q: 3 clusters Score -3944821 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3944876.500000 Penalty: 5307.078613
	Iteration 229Q: 3 clusters Score -3944876 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3944963.750000 Penalty: 5307.078613
	Iteration 230Q: 3 clusters Score -3944964 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3945089.000000 Penalty: 5307.078613
	Iteration 231Q: 3 clusters Score -3945089 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3945222.000000 Penalty: 5307.078613
	Iteration 232Q: 3 clusters Score -3945222 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3945327.000000 Penalty: 5307.078613
	Iteration 233Q: 3 clusters Score -3945327 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3945373.500000 Penalty: 5307.078613
	Iteration 234Q: 3 clusters Score -3945374 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3945407.750000 Penalty: 5307.078613
	Iteration 235Q: 3 clusters Score -3945408 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3945427.250000 Penalty: 5307.078613
	Iteration 236Q: 3 clusters Score -3945427 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3945436.750000 Penalty: 5307.078613
	Iteration 237Q: 3 clusters Score -3945437 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3945444.750000 Penalty: 5307.078613
	Iteration 238Q: 3 clusters Score -3945445 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3945470.000000 Penalty: 5307.078613
	Iteration 239Q: 3 clusters Score -3945470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3945478.750000 Penalty: 5307.078613
	Iteration 240F: 3 clusters Score -3945479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3945486.250000 Penalty: 5307.078613
	Iteration 241Q: 3 clusters Score -3945486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3945490.750000 Penalty: 5307.078613
	Iteration 242Q: 3 clusters Score -3945491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3945493.000000 Penalty: 5307.078613
	Iteration 243Q: 3 clusters Score -3945493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3945497.750000 Penalty: 5307.078613
	Iteration 244Q: 3 clusters Score -3945498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3945502.750000 Penalty: 5307.078613
	Iteration 245Q: 3 clusters Score -3945503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3945498.500000 Penalty: 5307.078613
	Iteration 246Q: 3 clusters Score -3945498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3945496.750000 Penalty: 5307.078613
	Iteration 247Q: 3 clusters Score -3945497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3945496.750000 Penalty: 5307.078613
	Iteration 248F: 3 clusters Score -3945497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 11562 members 
Mstep: Class 3 contains 6141 members 
Mstep: Class 4 contains 220989 members 
Mstep: Class 5 contains 102772 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21412 members 
Mstep: Class 8 contains 137496 members 
Mstep: Class 9 contains 45654 members 
Mstep: Class 10 contains 9192 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 10566 members 
Mstep: Class 13 contains 26929 members 
Mstep: Class 14 contains 310687 members 
Mstep: Class 15 contains 5080 members 
Mstep: Class 16 contains 24281 members 
Mstep: Class 17 contains 224347 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 22577 members 
Mstep: Class 20 contains 20305 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13240 members 
Mstep: Class 23 contains 67289 members 
Mstep: Class 24 contains 7543 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 5751 members 
Mstep: Class 27 contains 9595 members 
Mstep: Class 28 contains 9251 members 
Mstep: Class 29 contains 11153 members 
Mstep: Class 30 contains 44345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157678080.000000 Penalty: 113719.265625
Iteration 119Q: 33 clusters Score -1.576781e+08 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 11564 members 
Mstep: Class 3 contains 6141 members 
Mstep: Class 4 contains 221168 members 
Mstep: Class 5 contains 102765 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21416 members 
Mstep: Class 8 contains 137489 members 
Mstep: Class 9 contains 45509 members 
Mstep: Class 10 contains 9224 members 
Mstep: Class 11 contains 5418 members 
Mstep: Class 12 contains 10589 members 
Mstep: Class 13 contains 26920 members 
Mstep: Class 14 contains 310847 members 
Mstep: Class 15 contains 5090 members 
Mstep: Class 16 contains 24297 members 
Mstep: Class 17 contains 224362 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 22569 members 
Mstep: Class 20 contains 20261 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13240 members 
Mstep: Class 23 contains 67288 members 
Mstep: Class 24 contains 7776 members 
Mstep: Class 25 contains 2470 members 
Mstep: Class 26 contains 5793 members 
Mstep: Class 27 contains 9605 members 
Mstep: Class 28 contains 9326 members 
Mstep: Class 29 contains 11169 members 
Mstep: Class 30 contains 44532 members 
Mstep: Class 31 contains 8860 members 
Mstep: Class 32 contains 5090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157679712.000000 Penalty: 113719.265625
Iteration 120F: 33 clusters Score -1.576797e+08 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 11564 members 
Mstep: Class 3 contains 6140 members 
Mstep: Class 4 contains 221026 members 
Mstep: Class 5 contains 102763 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21415 members 
Mstep: Class 8 contains 137476 members 
Mstep: Class 9 contains 45399 members 
Mstep: Class 10 contains 9254 members 
Mstep: Class 11 contains 5413 members 
Mstep: Class 12 contains 10504 members 
Mstep: Class 13 contains 26911 members 
Mstep: Class 14 contains 310724 members 
Mstep: Class 15 contains 5080 members 
Mstep: Class 16 contains 24295 members 
Mstep: Class 17 contains 224348 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 22566 members 
Mstep: Class 20 contains 20256 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13240 members 
Mstep: Class 23 contains 67287 members 
Mstep: Class 24 contains 7970 members 
Mstep: Class 25 contains 2665 members 
Mstep: Class 26 contains 5825 members 
Mstep: Class 27 contains 9561 members 
Mstep: Class 28 contains 9326 members 
Mstep: Class 29 contains 11167 members 
Mstep: Class 30 contains 44108 members 
Mstep: Class 31 contains 9211 members 
Mstep: Class 32 contains 5271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157680704.000000 Penalty: 113719.265625
Iteration 121Q: 33 clusters Score -1.576807e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 11566 members 
Mstep: Class 3 contains 6142 members 
Mstep: Class 4 contains 220918 members 
Mstep: Class 5 contains 102755 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21411 members 
Mstep: Class 8 contains 137463 members 
Mstep: Class 9 contains 45327 members 
Mstep: Class 10 contains 9284 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 10403 members 
Mstep: Class 13 contains 26903 members 
Mstep: Class 14 contains 310642 members 
Mstep: Class 15 contains 5071 members 
Mstep: Class 16 contains 24294 members 
Mstep: Class 17 contains 224338 members 
Mstep: Class 18 contains 10332 members 
Mstep: Class 19 contains 22567 members 
Mstep: Class 20 contains 20256 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13238 members 
Mstep: Class 23 contains 67298 members 
Mstep: Class 24 contains 8099 members 
Mstep: Class 25 contains 2843 members 
Mstep: Class 26 contains 5858 members 
Mstep: Class 27 contains 9527 members 
Mstep: Class 28 contains 9334 members 
Mstep: Class 29 contains 11164 members 
Mstep: Class 30 contains 43630 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157681264.000000 Penalty: 113719.265625
Iteration 122Q: 33 clusters Score -1.576813e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 11569 members 
Mstep: Class 3 contains 6143 members 
Mstep: Class 4 contains 220816 members 
Mstep: Class 5 contains 102746 members 
Mstep: Class 6 contains 8096 members 
Mstep: Class 7 contains 21405 members 
Mstep: Class 8 contains 137451 members 
Mstep: Class 9 contains 45269 members 
Mstep: Class 10 contains 9316 members 
Mstep: Class 11 contains 5417 members 
Mstep: Class 12 contains 10295 members 
Mstep: Class 13 contains 26899 members 
Mstep: Class 14 contains 310583 members 
Mstep: Class 15 contains 5075 members 
Mstep: Class 16 contains 24294 members 
Mstep: Class 17 contains 224344 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 22571 members 
Mstep: Class 20 contains 20266 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13238 members 
Mstep: Class 23 contains 67302 members 
Mstep: Class 24 contains 8203 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 5895 members 
Mstep: Class 27 contains 9510 members 
Mstep: Class 28 contains 9347 members 
Mstep: Class 29 contains 11164 members 
Mstep: Class 30 contains 43116 members 
Mstep: Class 31 contains 9982 members 
Mstep: Class 32 contains 5546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157681888.000000 Penalty: 113719.265625
Iteration 123Q: 33 clusters Score -1.576819e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 11573 members 
Mstep: Class 3 contains 6142 members 
Mstep: Class 4 contains 220772 members 
Mstep: Class 5 contains 102736 members 
Mstep: Class 6 contains 8095 members 
Mstep: Class 7 contains 21397 members 
Mstep: Class 8 contains 137440 members 
Mstep: Class 9 contains 45238 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 5418 members 
Mstep: Class 12 contains 10176 members 
Mstep: Class 13 contains 26887 members 
Mstep: Class 14 contains 310530 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 24312 members 
Mstep: Class 17 contains 224341 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 22582 members 
Mstep: Class 20 contains 20268 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13235 members 
Mstep: Class 23 contains 67306 members 
Mstep: Class 24 contains 8280 members 
Mstep: Class 25 contains 3082 members 
Mstep: Class 26 contains 5921 members 
Mstep: Class 27 contains 9499 members 
Mstep: Class 28 contains 9371 members 
Mstep: Class 29 contains 11159 members 
Mstep: Class 30 contains 42588 members 
Mstep: Class 31 contains 10392 members 
Mstep: Class 32 contains 5667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157682272.000000 Penalty: 113719.265625
Iteration 124Q: 33 clusters Score -1.576823e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 11578 members 
Mstep: Class 3 contains 6139 members 
Mstep: Class 4 contains 220726 members 
Mstep: Class 5 contains 102730 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21393 members 
Mstep: Class 8 contains 137438 members 
Mstep: Class 9 contains 45216 members 
Mstep: Class 10 contains 9357 members 
Mstep: Class 11 contains 5412 members 
Mstep: Class 12 contains 10082 members 
Mstep: Class 13 contains 26874 members 
Mstep: Class 14 contains 310499 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 24329 members 
Mstep: Class 17 contains 224323 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 22589 members 
Mstep: Class 20 contains 20283 members 
Mstep: Class 21 contains 228877 members 
Mstep: Class 22 contains 13233 members 
Mstep: Class 23 contains 67314 members 
Mstep: Class 24 contains 8344 members 
Mstep: Class 25 contains 3162 members 
Mstep: Class 26 contains 5945 members 
Mstep: Class 27 contains 9487 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 11152 members 
Mstep: Class 30 contains 42034 members 
Mstep: Class 31 contains 10841 members 
Mstep: Class 32 contains 5764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157682592.000000 Penalty: 113719.265625
Iteration 125Q: 33 clusters Score -1.576826e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 11586 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 220719 members 
Mstep: Class 5 contains 102722 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21389 members 
Mstep: Class 8 contains 137432 members 
Mstep: Class 9 contains 45173 members 
Mstep: Class 10 contains 9379 members 
Mstep: Class 11 contains 5406 members 
Mstep: Class 12 contains 9999 members 
Mstep: Class 13 contains 26869 members 
Mstep: Class 14 contains 310490 members 
Mstep: Class 15 contains 5071 members 
Mstep: Class 16 contains 24343 members 
Mstep: Class 17 contains 224312 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 22595 members 
Mstep: Class 20 contains 20291 members 
Mstep: Class 21 contains 228878 members 
Mstep: Class 22 contains 13228 members 
Mstep: Class 23 contains 67323 members 
Mstep: Class 24 contains 8402 members 
Mstep: Class 25 contains 3230 members 
Mstep: Class 26 contains 5976 members 
Mstep: Class 27 contains 9483 members 
Mstep: Class 28 contains 9418 members 
Mstep: Class 29 contains 11150 members 
Mstep: Class 30 contains 41400 members 
Mstep: Class 31 contains 11313 members 
Mstep: Class 32 contains 5850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157683088.000000 Penalty: 113719.265625
Iteration 126Q: 33 clusters Score -1.576831e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 11591 members 
Mstep: Class 3 contains 6139 members 
Mstep: Class 4 contains 220686 members 
Mstep: Class 5 contains 102714 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21384 members 
Mstep: Class 8 contains 137429 members 
Mstep: Class 9 contains 45143 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 5415 members 
Mstep: Class 12 contains 9933 members 
Mstep: Class 13 contains 26855 members 
Mstep: Class 14 contains 310467 members 
Mstep: Class 15 contains 5065 members 
Mstep: Class 16 contains 24349 members 
Mstep: Class 17 contains 224312 members 
Mstep: Class 18 contains 10323 members 
Mstep: Class 19 contains 22599 members 
Mstep: Class 20 contains 20297 members 
Mstep: Class 21 contains 228881 members 
Mstep: Class 22 contains 13225 members 
Mstep: Class 23 contains 67332 members 
Mstep: Class 24 contains 8471 members 
Mstep: Class 25 contains 3287 members 
Mstep: Class 26 contains 6001 members 
Mstep: Class 27 contains 9489 members 
Mstep: Class 28 contains 9431 members 
Mstep: Class 29 contains 11141 members 
Mstep: Class 30 contains 40732 members 
Mstep: Class 31 contains 11882 members 
Mstep: Class 32 contains 5917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157683616.000000 Penalty: 113719.265625
Iteration 127Q: 33 clusters Score -1.576836e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 11600 members 
Mstep: Class 3 contains 6139 members 
Mstep: Class 4 contains 220696 members 
Mstep: Class 5 contains 102712 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21379 members 
Mstep: Class 8 contains 137423 members 
Mstep: Class 9 contains 45126 members 
Mstep: Class 10 contains 9422 members 
Mstep: Class 11 contains 5420 members 
Mstep: Class 12 contains 9847 members 
Mstep: Class 13 contains 26839 members 
Mstep: Class 14 contains 310408 members 
Mstep: Class 15 contains 5067 members 
Mstep: Class 16 contains 24341 members 
Mstep: Class 17 contains 224303 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 22596 members 
Mstep: Class 20 contains 20307 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13223 members 
Mstep: Class 23 contains 67343 members 
Mstep: Class 24 contains 8550 members 
Mstep: Class 25 contains 3354 members 
Mstep: Class 26 contains 6024 members 
Mstep: Class 27 contains 9482 members 
Mstep: Class 28 contains 9455 members 
Mstep: Class 29 contains 11133 members 
Mstep: Class 30 contains 40010 members 
Mstep: Class 31 contains 12478 members 
Mstep: Class 32 contains 5999 members 
Entering Unmasked Estep 
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Score: -157684048.000000 Penalty: 113719.265625
Iteration 128Q: 33 clusters Score -1.57684e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 11604 members 
Mstep: Class 3 contains 6139 members 
Mstep: Class 4 contains 220712 members 
Mstep: Class 5 contains 102707 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21372 members 
Mstep: Class 8 contains 137420 members 
Mstep: Class 9 contains 45106 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 11 contains 5418 members 
Mstep: Class 12 contains 9785 members 
Mstep: Class 13 contains 26830 members 
Mstep: Class 14 contains 310286 members 
Mstep: Class 15 contains 5071 members 
Mstep: Class 16 contains 24326 members 
Mstep: Class 17 contains 224283 members 
Mstep: Class 18 contains 10314 members 
Mstep: Class 19 contains 22595 members 
Mstep: Class 20 contains 20312 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13222 members 
Mstep: Class 23 contains 67355 members 
Mstep: Class 24 contains 8619 members 
Mstep: Class 25 contains 3417 members 
Mstep: Class 26 contains 6047 members 
Mstep: Class 27 contains 9481 members 
Mstep: Class 28 contains 9476 members 
Mstep: Class 29 contains 11124 members 
Mstep: Class 30 contains 39339 members 
Mstep: Class 31 contains 13103 members 
Mstep: Class 32 contains 6067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157684496.000000 Penalty: 113719.265625
Iteration 129Q: 33 clusters Score -1.576845e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 11610 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 220742 members 
Mstep: Class 5 contains 102702 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21363 members 
Mstep: Class 8 contains 137415 members 
Mstep: Class 9 contains 45091 members 
Mstep: Class 10 contains 9448 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 9732 members 
Mstep: Class 13 contains 26821 members 
Mstep: Class 14 contains 310185 members 
Mstep: Class 15 contains 5071 members 
Mstep: Class 16 contains 24318 members 
Mstep: Class 17 contains 224271 members 
Mstep: Class 18 contains 10313 members 
Mstep: Class 19 contains 22597 members 
Mstep: Class 20 contains 20323 members 
Mstep: Class 21 contains 228886 members 
Mstep: Class 22 contains 13222 members 
Mstep: Class 23 contains 67361 members 
Mstep: Class 24 contains 8696 members 
Mstep: Class 25 contains 3477 members 
Mstep: Class 26 contains 6074 members 
Mstep: Class 27 contains 9474 members 
Mstep: Class 28 contains 9499 members 
Mstep: Class 29 contains 11114 members 
Mstep: Class 30 contains 38735 members 
Mstep: Class 31 contains 13612 members 
Mstep: Class 32 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157684768.000000 Penalty: 113719.265625
Iteration 130Q: 33 clusters Score -1.576848e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 11610 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 220779 members 
Mstep: Class 5 contains 102697 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21356 members 
Mstep: Class 8 contains 137404 members 
Mstep: Class 9 contains 45073 members 
Mstep: Class 10 contains 9461 members 
Mstep: Class 11 contains 5420 members 
Mstep: Class 12 contains 9684 members 
Mstep: Class 13 contains 26810 members 
Mstep: Class 14 contains 310136 members 
Mstep: Class 15 contains 5069 members 
Mstep: Class 16 contains 24336 members 
Mstep: Class 17 contains 224259 members 
Mstep: Class 18 contains 10314 members 
Mstep: Class 19 contains 22598 members 
Mstep: Class 20 contains 20325 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13221 members 
Mstep: Class 23 contains 67365 members 
Mstep: Class 24 contains 8764 members 
Mstep: Class 25 contains 3526 members 
Mstep: Class 26 contains 6093 members 
Mstep: Class 27 contains 9471 members 
Mstep: Class 28 contains 9524 members 
Mstep: Class 29 contains 11108 members 
Mstep: Class 30 contains 38213 members 
Mstep: Class 31 contains 13996 members 
Mstep: Class 32 contains 6184 members 
Entering Unmasked Estep 
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Score: -157684784.000000 Penalty: 113719.265625
Iteration 131Q: 33 clusters Score -1.576848e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 11612 members 
Mstep: Class 3 contains 6139 members 
Mstep: Class 4 contains 220835 members 
Mstep: Class 5 contains 102696 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21350 members 
Mstep: Class 8 contains 137402 members 
Mstep: Class 9 contains 45056 members 
Mstep: Class 10 contains 9472 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 9648 members 
Mstep: Class 13 contains 26805 members 
Mstep: Class 14 contains 310101 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 16 contains 24347 members 
Mstep: Class 17 contains 224256 members 
Mstep: Class 18 contains 10313 members 
Mstep: Class 19 contains 22598 members 
Mstep: Class 20 contains 20331 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13220 members 
Mstep: Class 23 contains 67372 members 
Mstep: Class 24 contains 8815 members 
Mstep: Class 25 contains 3578 members 
Mstep: Class 26 contains 6106 members 
Mstep: Class 27 contains 9468 members 
Mstep: Class 28 contains 9532 members 
Mstep: Class 29 contains 11101 members 
Mstep: Class 30 contains 37734 members 
Mstep: Class 31 contains 14312 members 
Mstep: Class 32 contains 6228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157685280.000000 Penalty: 113719.265625
Iteration 132Q: 33 clusters Score -1.576853e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 11614 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 220846 members 
Mstep: Class 5 contains 102692 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21343 members 
Mstep: Class 8 contains 137398 members 
Mstep: Class 9 contains 45051 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 5418 members 
Mstep: Class 12 contains 9614 members 
Mstep: Class 13 contains 26790 members 
Mstep: Class 14 contains 310088 members 
Mstep: Class 15 contains 5088 members 
Mstep: Class 16 contains 24359 members 
Mstep: Class 17 contains 224248 members 
Mstep: Class 18 contains 10314 members 
Mstep: Class 19 contains 22599 members 
Mstep: Class 20 contains 20335 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13220 members 
Mstep: Class 23 contains 67373 members 
Mstep: Class 24 contains 8863 members 
Mstep: Class 25 contains 3611 members 
Mstep: Class 26 contains 6125 members 
Mstep: Class 27 contains 9482 members 
Mstep: Class 28 contains 9542 members 
Mstep: Class 29 contains 11096 members 
Mstep: Class 30 contains 37338 members 
Mstep: Class 31 contains 14563 members 
Mstep: Class 32 contains 6266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157685568.000000 Penalty: 113719.265625
Iteration 133Q: 33 clusters Score -1.576856e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 11612 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 220882 members 
Mstep: Class 5 contains 102691 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21339 members 
Mstep: Class 8 contains 137401 members 
Mstep: Class 9 contains 45046 members 
Mstep: Class 10 contains 9507 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 9594 members 
Mstep: Class 13 contains 26782 members 
Mstep: Class 14 contains 310057 members 
Mstep: Class 15 contains 5090 members 
Mstep: Class 16 contains 24357 members 
Mstep: Class 17 contains 224243 members 
Mstep: Class 18 contains 10313 members 
Mstep: Class 19 contains 22600 members 
Mstep: Class 20 contains 20342 members 
Mstep: Class 21 contains 228890 members 
Mstep: Class 22 contains 13218 members 
Mstep: Class 23 contains 67375 members 
Mstep: Class 24 contains 8914 members 
Mstep: Class 25 contains 3656 members 
Mstep: Class 26 contains 6139 members 
Mstep: Class 27 contains 9487 members 
Mstep: Class 28 contains 9564 members 
Mstep: Class 29 contains 11096 members 
Mstep: Class 30 contains 36958 members 
Mstep: Class 31 contains 14772 members 
Mstep: Class 32 contains 6301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157685840.000000 Penalty: 113719.265625
Iteration 134Q: 33 clusters Score -1.576858e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 11610 members 
Mstep: Class 3 contains 6139 members 
Mstep: Class 4 contains 220897 members 
Mstep: Class 5 contains 102693 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21337 members 
Mstep: Class 8 contains 137397 members 
Mstep: Class 9 contains 45045 members 
Mstep: Class 10 contains 9523 members 
Mstep: Class 11 contains 5420 members 
Mstep: Class 12 contains 9564 members 
Mstep: Class 13 contains 26778 members 
Mstep: Class 14 contains 310048 members 
Mstep: Class 15 contains 5090 members 
Mstep: Class 16 contains 24362 members 
Mstep: Class 17 contains 224240 members 
Mstep: Class 18 contains 10313 members 
Mstep: Class 19 contains 22601 members 
Mstep: Class 20 contains 20347 members 
Mstep: Class 21 contains 228891 members 
Mstep: Class 22 contains 13216 members 
Mstep: Class 23 contains 67383 members 
Mstep: Class 24 contains 8966 members 
Mstep: Class 25 contains 3688 members 
Mstep: Class 26 contains 6149 members 
Mstep: Class 27 contains 9488 members 
Mstep: Class 28 contains 9571 members 
Mstep: Class 29 contains 11095 members 
Mstep: Class 30 contains 36642 members 
Mstep: Class 31 contains 14938 members 
Mstep: Class 32 contains 6338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157685664.000000 Penalty: 113719.265625
Iteration 135Q: 33 clusters Score -1.576857e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 11611 members 
Mstep: Class 3 contains 6139 members 
Mstep: Class 4 contains 220916 members 
Mstep: Class 5 contains 102689 members 
Mstep: Class 6 contains 8096 members 
Mstep: Class 7 contains 21331 members 
Mstep: Class 8 contains 137399 members 
Mstep: Class 9 contains 45042 members 
Mstep: Class 10 contains 9542 members 
Mstep: Class 11 contains 5427 members 
Mstep: Class 12 contains 9525 members 
Mstep: Class 13 contains 26775 members 
Mstep: Class 14 contains 310036 members 
Mstep: Class 15 contains 5096 members 
Mstep: Class 16 contains 24367 members 
Mstep: Class 17 contains 224225 members 
Mstep: Class 18 contains 10310 members 
Mstep: Class 19 contains 22603 members 
Mstep: Class 20 contains 20357 members 
Mstep: Class 21 contains 228894 members 
Mstep: Class 22 contains 13215 members 
Mstep: Class 23 contains 67383 members 
Mstep: Class 24 contains 9002 members 
Mstep: Class 25 contains 3724 members 
Mstep: Class 26 contains 6158 members 
Mstep: Class 27 contains 9504 members 
Mstep: Class 28 contains 9587 members 
Mstep: Class 29 contains 11097 members 
Mstep: Class 30 contains 36349 members 
Mstep: Class 31 contains 15079 members 
Mstep: Class 32 contains 6382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157685920.000000 Penalty: 113719.265625
Iteration 136Q: 33 clusters Score -1.576859e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 11611 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 220923 members 
Mstep: Class 5 contains 102688 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 21325 members 
Mstep: Class 8 contains 137396 members 
Mstep: Class 9 contains 45036 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 5432 members 
Mstep: Class 12 contains 9477 members 
Mstep: Class 13 contains 26769 members 
Mstep: Class 14 contains 310044 members 
Mstep: Class 15 contains 5098 members 
Mstep: Class 16 contains 24369 members 
Mstep: Class 17 contains 224213 members 
Mstep: Class 18 contains 10307 members 
Mstep: Class 19 contains 22601 members 
Mstep: Class 20 contains 20363 members 
Mstep: Class 21 contains 228897 members 
Mstep: Class 22 contains 13216 members 
Mstep: Class 23 contains 67387 members 
Mstep: Class 24 contains 9032 members 
Mstep: Class 25 contains 3759 members 
Mstep: Class 26 contains 6166 members 
Mstep: Class 27 contains 9516 members 
Mstep: Class 28 contains 9600 members 
Mstep: Class 29 contains 11109 members 
Mstep: Class 30 contains 36093 members 
Mstep: Class 31 contains 15207 members 
Mstep: Class 32 contains 6413 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 33 clusters Score -1.576862e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 11613 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 220929 members 
Mstep: Class 5 contains 102683 members 
Mstep: Class 6 contains 8098 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 137390 members 
Mstep: Class 9 contains 45031 members 
Mstep: Class 10 contains 9588 members 
Mstep: Class 11 contains 5440 members 
Mstep: Class 12 contains 9447 members 
Mstep: Class 13 contains 26762 members 
Mstep: Class 14 contains 310045 members 
Mstep: Class 15 contains 5107 members 
Mstep: Class 16 contains 24371 members 
Mstep: Class 17 contains 224208 members 
Mstep: Class 18 contains 10307 members 
Mstep: Class 19 contains 22600 members 
Mstep: Class 20 contains 20361 members 
Mstep: Class 21 contains 228903 members 
Mstep: Class 22 contains 13215 members 
Mstep: Class 23 contains 67388 members 
Mstep: Class 24 contains 9064 members 
Mstep: Class 25 contains 3789 members 
Mstep: Class 26 contains 6175 members 
Mstep: Class 27 contains 9525 members 
Mstep: Class 28 contains 9616 members 
Mstep: Class 29 contains 11110 members 
Mstep: Class 30 contains 35852 members 
Mstep: Class 31 contains 15329 members 
Mstep: Class 32 contains 6443 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 33 clusters Score -1.576863e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 11617 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 220944 members 
Mstep: Class 5 contains 102677 members 
Mstep: Class 6 contains 8099 members 
Mstep: Class 7 contains 21309 members 
Mstep: Class 8 contains 137386 members 
Mstep: Class 9 contains 45017 members 
Mstep: Class 10 contains 9613 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 9412 members 
Mstep: Class 13 contains 26754 members 
Mstep: Class 14 contains 310048 members 
Mstep: Class 15 contains 5108 members 
Mstep: Class 16 contains 24377 members 
Mstep: Class 17 contains 224200 members 
Mstep: Class 18 contains 10309 members 
Mstep: Class 19 contains 22596 members 
Mstep: Class 20 contains 20364 members 
Mstep: Class 21 contains 228911 members 
Mstep: Class 22 contains 13214 members 
Mstep: Class 23 contains 67387 members 
Mstep: Class 24 contains 9096 members 
Mstep: Class 25 contains 3817 members 
Mstep: Class 26 contains 6185 members 
Mstep: Class 27 contains 9529 members 
Mstep: Class 28 contains 9630 members 
Mstep: Class 29 contains 11113 members 
Mstep: Class 30 contains 35633 members 
Mstep: Class 31 contains 15435 members 
Mstep: Class 32 contains 6469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157686000.000000 Penalty: 113719.265625
Iteration 139Q: 33 clusters Score -1.57686e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 11622 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 220958 members 
Mstep: Class 5 contains 102673 members 
Mstep: Class 6 contains 8102 members 
Mstep: Class 7 contains 21307 members 
Mstep: Class 8 contains 137385 members 
Mstep: Class 9 contains 45010 members 
Mstep: Class 10 contains 9631 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 9390 members 
Mstep: Class 13 contains 26744 members 
Mstep: Class 14 contains 310041 members 
Mstep: Class 15 contains 5114 members 
Mstep: Class 16 contains 24388 members 
Mstep: Class 17 contains 224196 members 
Mstep: Class 18 contains 10311 members 
Mstep: Class 19 contains 22594 members 
Mstep: Class 20 contains 20371 members 
Mstep: Class 21 contains 228907 members 
Mstep: Class 22 contains 13214 members 
Mstep: Class 23 contains 67388 members 
Mstep: Class 24 contains 9117 members 
Mstep: Class 25 contains 3850 members 
Mstep: Class 26 contains 6192 members 
Mstep: Class 27 contains 9534 members 
Mstep: Class 28 contains 9640 members 
Mstep: Class 29 contains 11117 members 
Mstep: Class 30 contains 35419 members 
Mstep: Class 31 contains 15527 members 
Mstep: Class 32 contains 6490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157686176.000000 Penalty: 113719.265625
Iteration 140F: 33 clusters Score -1.576862e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 11626 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 220972 members 
Mstep: Class 5 contains 102670 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21305 members 
Mstep: Class 8 contains 137388 members 
Mstep: Class 9 contains 44998 members 
Mstep: Class 10 contains 9650 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 9360 members 
Mstep: Class 13 contains 26725 members 
Mstep: Class 14 contains 310008 members 
Mstep: Class 15 contains 5123 members 
Mstep: Class 16 contains 24352 members 
Mstep: Class 17 contains 224173 members 
Mstep: Class 18 contains 10309 members 
Mstep: Class 19 contains 22597 members 
Mstep: Class 20 contains 20376 members 
Mstep: Class 21 contains 228907 members 
Mstep: Class 22 contains 13214 members 
Mstep: Class 23 contains 67381 members 
Mstep: Class 24 contains 9137 members 
Mstep: Class 25 contains 3885 members 
Mstep: Class 26 contains 6200 members 
Mstep: Class 27 contains 9533 members 
Mstep: Class 28 contains 9652 members 
Mstep: Class 29 contains 11115 members 
Mstep: Class 30 contains 35144 members 
Mstep: Class 31 contains 15782 members 
Mstep: Class 32 contains 6519 members 
Entering Unmasked Estep 
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Iteration 141Q: 33 clusters Score -1.576864e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 11627 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 220998 members 
Mstep: Class 5 contains 102669 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21303 members 
Mstep: Class 8 contains 137391 members 
Mstep: Class 9 contains 44995 members 
Mstep: Class 10 contains 9667 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 9333 members 
Mstep: Class 13 contains 26705 members 
Mstep: Class 14 contains 309986 members 
Mstep: Class 15 contains 5123 members 
Mstep: Class 16 contains 24342 members 
Mstep: Class 17 contains 224150 members 
Mstep: Class 18 contains 10309 members 
Mstep: Class 19 contains 22598 members 
Mstep: Class 20 contains 20379 members 
Mstep: Class 21 contains 228906 members 
Mstep: Class 22 contains 13213 members 
Mstep: Class 23 contains 67379 members 
Mstep: Class 24 contains 9154 members 
Mstep: Class 25 contains 3915 members 
Mstep: Class 26 contains 6211 members 
Mstep: Class 27 contains 9532 members 
Mstep: Class 28 contains 9669 members 
Mstep: Class 29 contains 11115 members 
Mstep: Class 30 contains 34871 members 
Mstep: Class 31 contains 15995 members 
Mstep: Class 32 contains 6540 members 
Entering Unmasked Estep 
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Iteration 142Q: 33 clusters Score -1.576865e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 11631 members 
Mstep: Class 3 contains 6137 members 
Mstep: Class 4 contains 221015 members 
Mstep: Class 5 contains 102668 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21299 members 
Mstep: Class 8 contains 137399 members 
Mstep: Class 9 contains 44997 members 
Mstep: Class 10 contains 9682 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 9314 members 
Mstep: Class 13 contains 26690 members 
Mstep: Class 14 contains 309950 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 16 contains 24328 members 
Mstep: Class 17 contains 224120 members 
Mstep: Class 18 contains 10308 members 
Mstep: Class 19 contains 22603 members 
Mstep: Class 20 contains 20380 members 
Mstep: Class 21 contains 228907 members 
Mstep: Class 22 contains 13212 members 
Mstep: Class 23 contains 67375 members 
Mstep: Class 24 contains 9160 members 
Mstep: Class 25 contains 3944 members 
Mstep: Class 26 contains 6222 members 
Mstep: Class 27 contains 9536 members 
Mstep: Class 28 contains 9687 members 
Mstep: Class 29 contains 11112 members 
Mstep: Class 30 contains 34637 members 
Mstep: Class 31 contains 16188 members 
Mstep: Class 32 contains 6558 members 
Entering Unmasked Estep 
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Iteration 143Q: 33 clusters Score -1.576866e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 11635 members 
Mstep: Class 3 contains 6136 members 
Mstep: Class 4 contains 221014 members 
Mstep: Class 5 contains 102667 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21300 members 
Mstep: Class 8 contains 137408 members 
Mstep: Class 9 contains 44997 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 5448 members 
Mstep: Class 12 contains 9300 members 
Mstep: Class 13 contains 26678 members 
Mstep: Class 14 contains 309918 members 
Mstep: Class 15 contains 5130 members 
Mstep: Class 16 contains 24311 members 
Mstep: Class 17 contains 224100 members 
Mstep: Class 18 contains 10310 members 
Mstep: Class 19 contains 22600 members 
Mstep: Class 20 contains 20379 members 
Mstep: Class 21 contains 228907 members 
Mstep: Class 22 contains 13212 members 
Mstep: Class 23 contains 67369 members 
Mstep: Class 24 contains 9180 members 
Mstep: Class 25 contains 3976 members 
Mstep: Class 26 contains 6233 members 
Mstep: Class 27 contains 9542 members 
Mstep: Class 28 contains 9713 members 
Mstep: Class 29 contains 11115 members 
Mstep: Class 30 contains 34382 members 
Mstep: Class 31 contains 16367 members 
Mstep: Class 32 contains 6575 members 
Entering Unmasked Estep 
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Iteration 144Q: 33 clusters Score -1.576866e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 11636 members 
Mstep: Class 3 contains 6135 members 
Mstep: Class 4 contains 221026 members 
Mstep: Class 5 contains 102662 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21298 members 
Mstep: Class 8 contains 137405 members 
Mstep: Class 9 contains 44996 members 
Mstep: Class 10 contains 9729 members 
Mstep: Class 11 contains 5453 members 
Mstep: Class 12 contains 9285 members 
Mstep: Class 13 contains 26668 members 
Mstep: Class 14 contains 309868 members 
Mstep: Class 15 contains 5139 members 
Mstep: Class 16 contains 24319 members 
Mstep: Class 17 contains 224078 members 
Mstep: Class 18 contains 10311 members 
Mstep: Class 19 contains 22604 members 
Mstep: Class 20 contains 20380 members 
Mstep: Class 21 contains 228906 members 
Mstep: Class 22 contains 13211 members 
Mstep: Class 23 contains 67372 members 
Mstep: Class 24 contains 9203 members 
Mstep: Class 25 contains 4023 members 
Mstep: Class 26 contains 6235 members 
Mstep: Class 27 contains 9555 members 
Mstep: Class 28 contains 9729 members 
Mstep: Class 29 contains 11116 members 
Mstep: Class 30 contains 34101 members 
Mstep: Class 31 contains 16541 members 
Mstep: Class 32 contains 6596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157686368.000000 Penalty: 113719.265625
Iteration 145Q: 33 clusters Score -1.576864e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 11640 members 
Mstep: Class 3 contains 6136 members 
Mstep: Class 4 contains 221026 members 
Mstep: Class 5 contains 102657 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21298 members 
Mstep: Class 8 contains 137405 members 
Mstep: Class 9 contains 44995 members 
Mstep: Class 10 contains 9760 members 
Mstep: Class 11 contains 5457 members 
Mstep: Class 12 contains 9261 members 
Mstep: Class 13 contains 26663 members 
Mstep: Class 14 contains 309842 members 
Mstep: Class 15 contains 5145 members 
Mstep: Class 16 contains 24324 members 
Mstep: Class 17 contains 224062 members 
Mstep: Class 18 contains 10313 members 
Mstep: Class 19 contains 22611 members 
Mstep: Class 20 contains 20390 members 
Mstep: Class 21 contains 228907 members 
Mstep: Class 22 contains 13209 members 
Mstep: Class 23 contains 67371 members 
Mstep: Class 24 contains 9230 members 
Mstep: Class 25 contains 4052 members 
Mstep: Class 26 contains 6240 members 
Mstep: Class 27 contains 9567 members 
Mstep: Class 28 contains 9754 members 
Mstep: Class 29 contains 11119 members 
Mstep: Class 30 contains 33822 members 
Mstep: Class 31 contains 16697 members 
Mstep: Class 32 contains 6622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157686448.000000 Penalty: 113719.265625
Iteration 146Q: 33 clusters Score -1.576864e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 11641 members 
Mstep: Class 3 contains 6133 members 
Mstep: Class 4 contains 221026 members 
Mstep: Class 5 contains 102652 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21297 members 
Mstep: Class 8 contains 137405 members 
Mstep: Class 9 contains 44994 members 
Mstep: Class 10 contains 9781 members 
Mstep: Class 11 contains 5466 members 
Mstep: Class 12 contains 9244 members 
Mstep: Class 13 contains 26661 members 
Mstep: Class 14 contains 309820 members 
Mstep: Class 15 contains 5150 members 
Mstep: Class 16 contains 24327 members 
Mstep: Class 17 contains 224044 members 
Mstep: Class 18 contains 10313 members 
Mstep: Class 19 contains 22612 members 
Mstep: Class 20 contains 20390 members 
Mstep: Class 21 contains 228907 members 
Mstep: Class 22 contains 13209 members 
Mstep: Class 23 contains 67379 members 
Mstep: Class 24 contains 9265 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 6247 members 
Mstep: Class 27 contains 9578 members 
Mstep: Class 28 contains 9773 members 
Mstep: Class 29 contains 11124 members 
Mstep: Class 30 contains 33541 members 
Mstep: Class 31 contains 16852 members 
Mstep: Class 32 contains 6652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157686464.000000 Penalty: 113719.265625
Iteration 147Q: 33 clusters Score -1.576865e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 11643 members 
Mstep: Class 3 contains 6129 members 
Mstep: Class 4 contains 221034 members 
Mstep: Class 5 contains 102651 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21296 members 
Mstep: Class 8 contains 137402 members 
Mstep: Class 9 contains 44991 members 
Mstep: Class 10 contains 9802 members 
Mstep: Class 11 contains 5469 members 
Mstep: Class 12 contains 9228 members 
Mstep: Class 13 contains 26664 members 
Mstep: Class 14 contains 309796 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 24324 members 
Mstep: Class 17 contains 224038 members 
Mstep: Class 18 contains 10312 members 
Mstep: Class 19 contains 22615 members 
Mstep: Class 20 contains 20391 members 
Mstep: Class 21 contains 228909 members 
Mstep: Class 22 contains 13207 members 
Mstep: Class 23 contains 67379 members 
Mstep: Class 24 contains 9297 members 
Mstep: Class 25 contains 4102 members 
Mstep: Class 26 contains 6250 members 
Mstep: Class 27 contains 9595 members 
Mstep: Class 28 contains 9795 members 
Mstep: Class 29 contains 11122 members 
Mstep: Class 30 contains 33295 members 
Mstep: Class 31 contains 16987 members 
Mstep: Class 32 contains 6674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157686592.000000 Penalty: 113719.265625
Iteration 148Q: 33 clusters Score -1.576866e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 11645 members 
Mstep: Class 3 contains 6128 members 
Mstep: Class 4 contains 221039 members 
Mstep: Class 5 contains 102648 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21294 members 
Mstep: Class 8 contains 137396 members 
Mstep: Class 9 contains 44985 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 5475 members 
Mstep: Class 12 contains 9215 members 
Mstep: Class 13 contains 26665 members 
Mstep: Class 14 contains 309783 members 
Mstep: Class 15 contains 5156 members 
Mstep: Class 16 contains 24325 members 
Mstep: Class 17 contains 224034 members 
Mstep: Class 18 contains 10311 members 
Mstep: Class 19 contains 22621 members 
Mstep: Class 20 contains 20391 members 
Mstep: Class 21 contains 228910 members 
Mstep: Class 22 contains 13206 members 
Mstep: Class 23 contains 67385 members 
Mstep: Class 24 contains 9316 members 
Mstep: Class 25 contains 4115 members 
Mstep: Class 26 contains 6250 members 
Mstep: Class 27 contains 9610 members 
Mstep: Class 28 contains 9811 members 
Mstep: Class 29 contains 11119 members 
Mstep: Class 30 contains 33072 members 
Mstep: Class 31 contains 17125 members 
Mstep: Class 32 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157686704.000000 Penalty: 113719.265625
Iteration 149Q: 33 clusters Score -1.576867e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 11648 members 
Mstep: Class 3 contains 6127 members 
Mstep: Class 4 contains 221049 members 
Mstep: Class 5 contains 102645 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21293 members 
Mstep: Class 8 contains 137388 members 
Mstep: Class 9 contains 44980 members 
Mstep: Class 10 contains 9841 members 
Mstep: Class 11 contains 5478 members 
Mstep: Class 12 contains 9196 members 
Mstep: Class 13 contains 26662 members 
Mstep: Class 14 contains 309771 members 
Mstep: Class 15 contains 5159 members 
Mstep: Class 16 contains 24338 members 
Mstep: Class 17 contains 224022 members 
Mstep: Class 18 contains 10311 members 
Mstep: Class 19 contains 22629 members 
Mstep: Class 20 contains 20393 members 
Mstep: Class 21 contains 228909 members 
Mstep: Class 22 contains 13203 members 
Mstep: Class 23 contains 67387 members 
Mstep: Class 24 contains 9330 members 
Mstep: Class 25 contains 4137 members 
Mstep: Class 26 contains 6250 members 
Mstep: Class 27 contains 9624 members 
Mstep: Class 28 contains 9831 members 
Mstep: Class 29 contains 11117 members 
Mstep: Class 30 contains 32861 members 
Mstep: Class 31 contains 17245 members 
Mstep: Class 32 contains 6710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157686768.000000 Penalty: 113719.265625
Iteration 150Q: 33 clusters Score -1.576868e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 11649 members 
Mstep: Class 3 contains 6126 members 
Mstep: Class 4 contains 221054 members 
Mstep: Class 5 contains 102646 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21290 members 
Mstep: Class 8 contains 137387 members 
Mstep: Class 9 contains 44973 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 9175 members 
Mstep: Class 13 contains 26658 members 
Mstep: Class 14 contains 309772 members 
Mstep: Class 15 contains 5161 members 
Mstep: Class 16 contains 24338 members 
Mstep: Class 17 contains 224015 members 
Mstep: Class 18 contains 10311 members 
Mstep: Class 19 contains 22630 members 
Mstep: Class 20 contains 20393 members 
Mstep: Class 21 contains 228910 members 
Mstep: Class 22 contains 13203 members 
Mstep: Class 23 contains 67388 members 
Mstep: Class 24 contains 9346 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 6248 members 
Mstep: Class 27 contains 9626 members 
Mstep: Class 28 contains 9860 members 
Mstep: Class 29 contains 11118 members 
Mstep: Class 30 contains 32688 members 
Mstep: Class 31 contains 17340 members 
Mstep: Class 32 contains 6727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157686992.000000 Penalty: 113719.265625
Iteration 151Q: 33 clusters Score -1.57687e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 11650 members 
Mstep: Class 3 contains 6126 members 
Mstep: Class 4 contains 221067 members 
Mstep: Class 5 contains 102645 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21287 members 
Mstep: Class 8 contains 137377 members 
Mstep: Class 9 contains 44971 members 
Mstep: Class 10 contains 9875 members 
Mstep: Class 11 contains 5477 members 
Mstep: Class 12 contains 9154 members 
Mstep: Class 13 contains 26659 members 
Mstep: Class 14 contains 309754 members 
Mstep: Class 15 contains 5166 members 
Mstep: Class 16 contains 24339 members 
Mstep: Class 17 contains 224012 members 
Mstep: Class 18 contains 10312 members 
Mstep: Class 19 contains 22632 members 
Mstep: Class 20 contains 20397 members 
Mstep: Class 21 contains 228909 members 
Mstep: Class 22 contains 13203 members 
Mstep: Class 23 contains 67395 members 
Mstep: Class 24 contains 9357 members 
Mstep: Class 25 contains 4181 members 
Mstep: Class 26 contains 6252 members 
Mstep: Class 27 contains 9632 members 
Mstep: Class 28 contains 9882 members 
Mstep: Class 29 contains 11118 members 
Mstep: Class 30 contains 32527 members 
Mstep: Class 31 contains 17419 members 
Mstep: Class 32 contains 6744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157687072.000000 Penalty: 113719.265625
Iteration 152Q: 33 clusters Score -1.576871e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 11650 members 
Mstep: Class 3 contains 6124 members 
Mstep: Class 4 contains 221064 members 
Mstep: Class 5 contains 102647 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21284 members 
Mstep: Class 8 contains 137368 members 
Mstep: Class 9 contains 44966 members 
Mstep: Class 10 contains 9899 members 
Mstep: Class 11 contains 5476 members 
Mstep: Class 12 contains 9140 members 
Mstep: Class 13 contains 26657 members 
Mstep: Class 14 contains 309751 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 24352 members 
Mstep: Class 17 contains 224005 members 
Mstep: Class 18 contains 10313 members 
Mstep: Class 19 contains 22626 members 
Mstep: Class 20 contains 20404 members 
Mstep: Class 21 contains 228909 members 
Mstep: Class 22 contains 13201 members 
Mstep: Class 23 contains 67402 members 
Mstep: Class 24 contains 9367 members 
Mstep: Class 25 contains 4193 members 
Mstep: Class 26 contains 6259 members 
Mstep: Class 27 contains 9639 members 
Mstep: Class 28 contains 9903 members 
Mstep: Class 29 contains 11115 members 
Mstep: Class 30 contains 32369 members 
Mstep: Class 31 contains 17495 members 
Mstep: Class 32 contains 6765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157687280.000000 Penalty: 113719.265625
Iteration 153Q: 33 clusters Score -1.576873e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 11656 members 
Mstep: Class 3 contains 6123 members 
Mstep: Class 4 contains 221068 members 
Mstep: Class 5 contains 102645 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21282 members 
Mstep: Class 8 contains 137364 members 
Mstep: Class 9 contains 44959 members 
Mstep: Class 10 contains 9915 members 
Mstep: Class 11 contains 5482 members 
Mstep: Class 12 contains 9133 members 
Mstep: Class 13 contains 26653 members 
Mstep: Class 14 contains 309734 members 
Mstep: Class 15 contains 5169 members 
Mstep: Class 16 contains 24361 members 
Mstep: Class 17 contains 223989 members 
Mstep: Class 18 contains 10314 members 
Mstep: Class 19 contains 22621 members 
Mstep: Class 20 contains 20414 members 
Mstep: Class 21 contains 228910 members 
Mstep: Class 22 contains 13199 members 
Mstep: Class 23 contains 67408 members 
Mstep: Class 24 contains 9374 members 
Mstep: Class 25 contains 4204 members 
Mstep: Class 26 contains 6263 members 
Mstep: Class 27 contains 9646 members 
Mstep: Class 28 contains 9917 members 
Mstep: Class 29 contains 11113 members 
Mstep: Class 30 contains 32242 members 
Mstep: Class 31 contains 17575 members 
Mstep: Class 32 contains 6774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157687232.000000 Penalty: 113719.265625
Iteration 154Q: 33 clusters Score -1.576872e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 11660 members 
Mstep: Class 3 contains 6123 members 
Mstep: Class 4 contains 221072 members 
Mstep: Class 5 contains 102644 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21279 members 
Mstep: Class 8 contains 137358 members 
Mstep: Class 9 contains 44958 members 
Mstep: Class 10 contains 9932 members 
Mstep: Class 11 contains 5486 members 
Mstep: Class 12 contains 9120 members 
Mstep: Class 13 contains 26649 members 
Mstep: Class 14 contains 309713 members 
Mstep: Class 15 contains 5176 members 
Mstep: Class 16 contains 24367 members 
Mstep: Class 17 contains 223980 members 
Mstep: Class 18 contains 10315 members 
Mstep: Class 19 contains 22622 members 
Mstep: Class 20 contains 20416 members 
Mstep: Class 21 contains 228909 members 
Mstep: Class 22 contains 13198 members 
Mstep: Class 23 contains 67414 members 
Mstep: Class 24 contains 9376 members 
Mstep: Class 25 contains 4208 members 
Mstep: Class 26 contains 6267 members 
Mstep: Class 27 contains 9660 members 
Mstep: Class 28 contains 9937 members 
Mstep: Class 29 contains 11116 members 
Mstep: Class 30 contains 32116 members 
Mstep: Class 31 contains 17640 members 
Mstep: Class 32 contains 6791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157687104.000000 Penalty: 113719.265625
Iteration 155Q: 33 clusters Score -1.576871e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 11661 members 
Mstep: Class 3 contains 6122 members 
Mstep: Class 4 contains 221083 members 
Mstep: Class 5 contains 102637 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21279 members 
Mstep: Class 8 contains 137350 members 
Mstep: Class 9 contains 44958 members 
Mstep: Class 10 contains 9953 members 
Mstep: Class 11 contains 5488 members 
Mstep: Class 12 contains 9102 members 
Mstep: Class 13 contains 26644 members 
Mstep: Class 14 contains 309701 members 
Mstep: Class 15 contains 5181 members 
Mstep: Class 16 contains 24376 members 
Mstep: Class 17 contains 223977 members 
Mstep: Class 18 contains 10318 members 
Mstep: Class 19 contains 22625 members 
Mstep: Class 20 contains 20422 members 
Mstep: Class 21 contains 228910 members 
Mstep: Class 22 contains 13197 members 
Mstep: Class 23 contains 67421 members 
Mstep: Class 24 contains 9376 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 9666 members 
Mstep: Class 28 contains 9975 members 
Mstep: Class 29 contains 11117 members 
Mstep: Class 30 contains 31976 members 
Mstep: Class 31 contains 17694 members 
Mstep: Class 32 contains 6803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157687056.000000 Penalty: 113719.265625
Iteration 156Q: 33 clusters Score -1.576871e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 6123 members 
Mstep: Class 4 contains 221088 members 
Mstep: Class 5 contains 102634 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21278 members 
Mstep: Class 8 contains 137338 members 
Mstep: Class 9 contains 44952 members 
Mstep: Class 10 contains 9972 members 
Mstep: Class 11 contains 5497 members 
Mstep: Class 12 contains 9090 members 
Mstep: Class 13 contains 26638 members 
Mstep: Class 14 contains 309673 members 
Mstep: Class 15 contains 5185 members 
Mstep: Class 16 contains 24383 members 
Mstep: Class 17 contains 223966 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 22629 members 
Mstep: Class 20 contains 20422 members 
Mstep: Class 21 contains 228911 members 
Mstep: Class 22 contains 13196 members 
Mstep: Class 23 contains 67430 members 
Mstep: Class 24 contains 9387 members 
Mstep: Class 25 contains 4232 members 
Mstep: Class 26 contains 6275 members 
Mstep: Class 27 contains 9671 members 
Mstep: Class 28 contains 10000 members 
Mstep: Class 29 contains 11116 members 
Mstep: Class 30 contains 31840 members 
Mstep: Class 31 contains 17771 members 
Mstep: Class 32 contains 6817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157686928.000000 Penalty: 113719.265625
Iteration 157Q: 33 clusters Score -1.576869e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 11667 members 
Mstep: Class 3 contains 6120 members 
Mstep: Class 4 contains 221092 members 
Mstep: Class 5 contains 102631 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21278 members 
Mstep: Class 8 contains 137328 members 
Mstep: Class 9 contains 44947 members 
Mstep: Class 10 contains 9993 members 
Mstep: Class 11 contains 5504 members 
Mstep: Class 12 contains 9086 members 
Mstep: Class 13 contains 26633 members 
Mstep: Class 14 contains 309645 members 
Mstep: Class 15 contains 5186 members 
Mstep: Class 16 contains 24395 members 
Mstep: Class 17 contains 223956 members 
Mstep: Class 18 contains 10322 members 
Mstep: Class 19 contains 22633 members 
Mstep: Class 20 contains 20418 members 
Mstep: Class 21 contains 228912 members 
Mstep: Class 22 contains 13194 members 
Mstep: Class 23 contains 67437 members 
Mstep: Class 24 contains 9402 members 
Mstep: Class 25 contains 4239 members 
Mstep: Class 26 contains 6279 members 
Mstep: Class 27 contains 9679 members 
Mstep: Class 28 contains 10016 members 
Mstep: Class 29 contains 11116 members 
Mstep: Class 30 contains 31706 members 
Mstep: Class 31 contains 17852 members 
Mstep: Class 32 contains 6828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157687056.000000 Penalty: 113719.265625
Iteration 158Q: 33 clusters Score -1.576871e+08 nChanged 409
Entering ConstructFrom: 
Score: -157687056.000000 Penalty: 113719.265625
Entering ConstructFrom: 
Trying to split cluster 1 (34415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Entering Unmasked Estep 
Score: -3360690.500000 Penalty: 2590.669434
	Iteration 0F: 2 clusters Score -3360690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -3337059.500000 Penalty: 5181.338867
	Iteration 0F: 3 clusters Score -3337060 nChanged 15802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -3345990.000000 Penalty: 5181.338867
	Iteration 1F: 3 clusters Score -3345990 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3346545.750000 Penalty: 5181.338867
	Iteration 2Q: 3 clusters Score -3346546 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3347057.000000 Penalty: 5181.338867
	Iteration 3Q: 3 clusters Score -3347057 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -3347593.500000 Penalty: 5181.338867
	Iteration 4Q: 3 clusters Score -3347594 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3348199.750000 Penalty: 5181.338867
	Iteration 5Q: 3 clusters Score -3348200 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3348889.750000 Penalty: 5181.338867
	Iteration 6Q: 3 clusters Score -3348890 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3349740.000000 Penalty: 5181.338867
	Iteration 7Q: 3 clusters Score -3349740 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -3350847.250000 Penalty: 5181.338867
	Iteration 8Q: 3 clusters Score -3350847 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3352270.500000 Penalty: 5181.338867
	Iteration 9F: 3 clusters Score -3352270 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -3354004.000000 Penalty: 5181.338867
	Iteration 10F: 3 clusters Score -3354004 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3355782.000000 Penalty: 5181.338867
	Iteration 11F: 3 clusters Score -3355782 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3357142.250000 Penalty: 5181.338867
	Iteration 12Q: 3 clusters Score -3357142 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3357926.000000 Penalty: 5181.338867
	Iteration 13Q: 3 clusters Score -3357926 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3358435.500000 Penalty: 5181.338867
	Iteration 14Q: 3 clusters Score -3358436 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3358831.750000 Penalty: 5181.338867
	Iteration 15Q: 3 clusters Score -3358832 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3359229.250000 Penalty: 5181.338867
	Iteration 16Q: 3 clusters Score -3359229 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -3359557.000000 Penalty: 5181.338867
	Iteration 17Q: 3 clusters Score -3359557 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3359882.750000 Penalty: 5181.338867
	Iteration 18Q: 3 clusters Score -3359883 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3360109.000000 Penalty: 5181.338867
	Iteration 19Q: 3 clusters Score -3360109 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3360286.000000 Penalty: 5181.338867
	Iteration 20F: 3 clusters Score -3360286 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3360438.500000 Penalty: 5181.338867
	Iteration 21Q: 3 clusters Score -3360438 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3360582.500000 Penalty: 5181.338867
	Iteration 22Q: 3 clusters Score -3360582 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3360705.500000 Penalty: 5181.338867
	Iteration 23Q: 3 clusters Score -3360706 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -3360835.500000 Penalty: 5181.338867
	Iteration 24Q: 3 clusters Score -3360836 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -3360916.250000 Penalty: 5181.338867
	Iteration 25Q: 3 clusters Score -3360916 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3360987.500000 Penalty: 5181.338867
	Iteration 26Q: 3 clusters Score -3360988 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -3361041.750000 Penalty: 5181.338867
	Iteration 27Q: 3 clusters Score -3361042 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -3361094.500000 Penalty: 5181.338867
	Iteration 28Q: 3 clusters Score -3361094 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -3361122.000000 Penalty: 5181.338867
	Iteration 29Q: 3 clusters Score -3361122 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -3361150.500000 Penalty: 5181.338867
	Iteration 30Q: 3 clusters Score -3361150 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3361185.750000 Penalty: 5181.338867
	Iteration 31Q: 3 clusters Score -3361186 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3361191.250000 Penalty: 5181.338867
	Iteration 32Q: 3 clusters Score -3361191 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3361204.000000 Penalty: 5181.338867
	Iteration 33Q: 3 clusters Score -3361204 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -3361208.750000 Penalty: 5181.338867
	Iteration 34Q: 3 clusters Score -3361209 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -3361207.000000 Penalty: 5181.338867
	Iteration 35Q: 3 clusters Score -3361207 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3361214.750000 Penalty: 5181.338867
	Iteration 36Q: 3 clusters Score -3361215 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -3361217.000000 Penalty: 5181.338867
	Iteration 37Q: 3 clusters Score -3361217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3361217.000000 Penalty: 5181.338867
	Iteration 38Q: 3 clusters Score -3361217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3361215.000000 Penalty: 5181.338867
	Iteration 39Q: 3 clusters Score -3361215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -3361216.500000 Penalty: 5181.338867
	Iteration 40F: 3 clusters Score -3361216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3361216.250000 Penalty: 5181.338867
	Iteration 41Q: 3 clusters Score -3361216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3361218.250000 Penalty: 5181.338867
	Iteration 42Q: 3 clusters Score -3361218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3361221.750000 Penalty: 5181.338867
	Iteration 43Q: 3 clusters Score -3361222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3361221.500000 Penalty: 5181.338867
	Iteration 44Q: 3 clusters Score -3361222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -3361222.000000 Penalty: 5181.338867
	Iteration 45Q: 3 clusters Score -3361222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3361225.500000 Penalty: 5181.338867
	Iteration 46Q: 3 clusters Score -3361226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -3361223.750000 Penalty: 5181.338867
	Iteration 47Q: 3 clusters Score -3361224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3361223.250000 Penalty: 5181.338867
	Iteration 48Q: 3 clusters Score -3361223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3361223.250000 Penalty: 5181.338867
	Iteration 49F: 3 clusters Score -3361223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 11671 members 
Mstep: Class 3 contains 6118 members 
Mstep: Class 4 contains 221094 members 
Mstep: Class 5 contains 102624 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21280 members 
Mstep: Class 8 contains 137324 members 
Mstep: Class 9 contains 44935 members 
Mstep: Class 10 contains 10014 members 
Mstep: Class 11 contains 5510 members 
Mstep: Class 12 contains 9074 members 
Mstep: Class 13 contains 26630 members 
Mstep: Class 14 contains 309622 members 
Mstep: Class 15 contains 5189 members 
Mstep: Class 16 contains 24402 members 
Mstep: Class 17 contains 223949 members 
Mstep: Class 18 contains 10323 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 20416 members 
Mstep: Class 21 contains 228912 members 
Mstep: Class 22 contains 13192 members 
Mstep: Class 23 contains 67443 members 
Mstep: Class 24 contains 9410 members 
Mstep: Class 25 contains 4246 members 
Mstep: Class 26 contains 6285 members 
Mstep: Class 27 contains 9683 members 
Mstep: Class 28 contains 10022 members 
Mstep: Class 29 contains 11116 members 
Mstep: Class 30 contains 31573 members 
Mstep: Class 31 contains 17952 members 
Mstep: Class 32 contains 6841 members 
Mstep: Class 33 contains 18104 members 
Entering Unmasked Estep 
Score: -157686400.000000 Penalty: 117273.000000
Splitting cluster 1 changes total score from -157687056.000000 to -157686400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Entering Unmasked Estep 
Score: -1126338.875000 Penalty: 2322.485840
	Iteration 0F: 2 clusters Score -1126339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1117665.125000 Penalty: 4644.971680
	Iteration 0F: 3 clusters Score -1117665 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1120325.250000 Penalty: 4644.971680
	Iteration 1F: 3 clusters Score -1120325 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1120593.750000 Penalty: 4644.971680
	Iteration 2F: 3 clusters Score -1120594 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1120779.375000 Penalty: 4644.971680
	Iteration 3Q: 3 clusters Score -1120779 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1120923.125000 Penalty: 4644.971680
	Iteration 4Q: 3 clusters Score -1120923 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1121046.500000 Penalty: 4644.971680
	Iteration 5Q: 3 clusters Score -1121046 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1121157.000000 Penalty: 4644.971680
	Iteration 6Q: 3 clusters Score -1121157 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1121272.125000 Penalty: 4644.971680
	Iteration 7Q: 3 clusters Score -1121272 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1121405.625000 Penalty: 4644.971680
	Iteration 8Q: 3 clusters Score -1121406 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1121545.750000 Penalty: 4644.971680
	Iteration 9Q: 3 clusters Score -1121546 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1121716.500000 Penalty: 4644.971680
	Iteration 10Q: 3 clusters Score -1121716 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1121949.375000 Penalty: 4644.971680
	Iteration 11Q: 3 clusters Score -1121949 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1122279.250000 Penalty: 4644.971680
	Iteration 12Q: 3 clusters Score -1122279 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1122670.375000 Penalty: 4644.971680
	Iteration 13Q: 3 clusters Score -1122670 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1123025.000000 Penalty: 4644.971680
	Iteration 14Q: 3 clusters Score -1123025 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1123342.500000 Penalty: 4644.971680
	Iteration 15Q: 3 clusters Score -1123342 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1123649.125000 Penalty: 4644.971680
	Iteration 16Q: 3 clusters Score -1123649 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1123960.250000 Penalty: 4644.971680
	Iteration 17Q: 3 clusters Score -1123960 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1124228.000000 Penalty: 4644.971680
	Iteration 18Q: 3 clusters Score -1124228 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1124457.625000 Penalty: 4644.971680
	Iteration 19Q: 3 clusters Score -1124458 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1124627.500000 Penalty: 4644.971680
	Iteration 20F: 3 clusters Score -1124628 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1124805.250000 Penalty: 4644.971680
	Iteration 21Q: 3 clusters Score -1124805 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1124937.000000 Penalty: 4644.971680
	Iteration 22Q: 3 clusters Score -1124937 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1125035.750000 Penalty: 4644.971680
	Iteration 23Q: 3 clusters Score -1125036 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1125110.250000 Penalty: 4644.971680
	Iteration 24Q: 3 clusters Score -1125110 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1125164.375000 Penalty: 4644.971680
	Iteration 25Q: 3 clusters Score -1125164 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1125199.250000 Penalty: 4644.971680
	Iteration 26Q: 3 clusters Score -1125199 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1125237.250000 Penalty: 4644.971680
	Iteration 27Q: 3 clusters Score -1125237 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1125264.750000 Penalty: 4644.971680
	Iteration 28Q: 3 clusters Score -1125265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1125293.375000 Penalty: 4644.971680
	Iteration 29Q: 3 clusters Score -1125293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1125310.875000 Penalty: 4644.971680
	Iteration 30Q: 3 clusters Score -1125311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1125327.875000 Penalty: 4644.971680
	Iteration 31Q: 3 clusters Score -1125328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1125342.375000 Penalty: 4644.971680
	Iteration 32Q: 3 clusters Score -1125342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1125353.250000 Penalty: 4644.971680
	Iteration 33Q: 3 clusters Score -1125353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1125358.875000 Penalty: 4644.971680
	Iteration 34Q: 3 clusters Score -1125359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1125367.625000 Penalty: 4644.971680
	Iteration 35Q: 3 clusters Score -1125368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1125367.500000 Penalty: 4644.971680
	Iteration 36Q: 3 clusters Score -1125368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1125369.875000 Penalty: 4644.971680
	Iteration 37Q: 3 clusters Score -1125370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1125370.375000 Penalty: 4644.971680
	Iteration 38Q: 3 clusters Score -1125370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1125370.000000 Penalty: 4644.971680
	Iteration 39Q: 3 clusters Score -1125370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1125373.000000 Penalty: 4644.971680
	Iteration 40F: 3 clusters Score -1125373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1125373.750000 Penalty: 4644.971680
	Iteration 41Q: 3 clusters Score -1125374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1125373.750000 Penalty: 4644.971680
	Iteration 42F: 3 clusters Score -1125374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Entering Unmasked Estep 
Score: -576920.187500 Penalty: 2162.309570
	Iteration 0F: 2 clusters Score -576920.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -571751.187500 Penalty: 4324.619141
	Iteration 0F: 3 clusters Score -571751.2 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -573315.437500 Penalty: 4324.619141
	Iteration 1F: 3 clusters Score -573315.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -574012.875000 Penalty: 4324.619141
	Iteration 2F: 3 clusters Score -574012.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -574853.750000 Penalty: 4324.619141
	Iteration 3F: 3 clusters Score -574853.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -575500.125000 Penalty: 4324.619141
	Iteration 4F: 3 clusters Score -575500.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -575863.187500 Penalty: 4324.619141
	Iteration 5F: 3 clusters Score -575863.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -576035.750000 Penalty: 4324.619141
	Iteration 6Q: 3 clusters Score -576035.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -576107.375000 Penalty: 4324.619141
	Iteration 7Q: 3 clusters Score -576107.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -576146.687500 Penalty: 4324.619141
	Iteration 8Q: 3 clusters Score -576146.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -576171.000000 Penalty: 4324.619141
	Iteration 9Q: 3 clusters Score -576171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -576185.500000 Penalty: 4324.619141
	Iteration 10Q: 3 clusters Score -576185.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -576195.750000 Penalty: 4324.619141
	Iteration 11Q: 3 clusters Score -576195.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -576203.750000 Penalty: 4324.619141
	Iteration 12Q: 3 clusters Score -576203.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -576207.437500 Penalty: 4324.619141
	Iteration 13Q: 3 clusters Score -576207.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -576210.187500 Penalty: 4324.619141
	Iteration 14Q: 3 clusters Score -576210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -576210.812500 Penalty: 4324.619141
	Iteration 15Q: 3 clusters Score -576210.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -576212.437500 Penalty: 4324.619141
	Iteration 16Q: 3 clusters Score -576212.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -576213.187500 Penalty: 4324.619141
	Iteration 17Q: 3 clusters Score -576213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -576213.937500 Penalty: 4324.619141
	Iteration 18Q: 3 clusters Score -576213.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -576214.125000 Penalty: 4324.619141
	Iteration 19Q: 3 clusters Score -576214.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -576216.375000 Penalty: 4324.619141
	Iteration 20F: 3 clusters Score -576216.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -576217.875000 Penalty: 4324.619141
	Iteration 21Q: 3 clusters Score -576217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -576218.437500 Penalty: 4324.619141
	Iteration 22Q: 3 clusters Score -576218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -576219.437500 Penalty: 4324.619141
	Iteration 23Q: 3 clusters Score -576219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -576218.687500 Penalty: 4324.619141
	Iteration 24Q: 3 clusters Score -576218.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -576218.687500 Penalty: 4324.619141
	Iteration 25F: 3 clusters Score -576218.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (221094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221094 members 
Entering Unmasked Estep 
Score: -21630106.000000 Penalty: 3051.973145
	Iteration 0F: 2 clusters Score -2.163011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110580 members 
Mstep: Class 2 contains 110514 members 
Entering Unmasked Estep 
Score: -21484476.000000 Penalty: 6103.946289
	Iteration 0F: 3 clusters Score -2.148448e+07 nChanged 106608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110424 members 
Mstep: Class 2 contains 110670 members 
Entering Unmasked Estep 
Score: -21546522.000000 Penalty: 6103.946289
	Iteration 1F: 3 clusters Score -2.154652e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 111605 members 
Entering Unmasked Estep 
Score: -21548160.000000 Penalty: 6103.946289
	Iteration 2Q: 3 clusters Score -2.154816e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107994 members 
Mstep: Class 2 contains 113100 members 
Entering Unmasked Estep 
Score: -21550614.000000 Penalty: 6103.946289
	Iteration 3Q: 3 clusters Score -2.155061e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105367 members 
Mstep: Class 2 contains 115727 members 
Entering Unmasked Estep 
Score: -21553984.000000 Penalty: 6103.946289
	Iteration 4Q: 3 clusters Score -2.155398e+07 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101119 members 
Mstep: Class 2 contains 119975 members 
Entering Unmasked Estep 
Score: -21558956.000000 Penalty: 6103.946289
	Iteration 5F: 3 clusters Score -2.155896e+07 nChanged 13254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95117 members 
Mstep: Class 2 contains 125977 members 
Entering Unmasked Estep 
Score: -21565442.000000 Penalty: 6103.946289
	Iteration 6F: 3 clusters Score -2.156544e+07 nChanged 14264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 133269 members 
Entering Unmasked Estep 
Score: -21573144.000000 Penalty: 6103.946289
	Iteration 7F: 3 clusters Score -2.157314e+07 nChanged 13847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79742 members 
Mstep: Class 2 contains 141352 members 
Entering Unmasked Estep 
Score: -21580042.000000 Penalty: 6103.946289
	Iteration 8F: 3 clusters Score -2.158004e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71578 members 
Mstep: Class 2 contains 149516 members 
Entering Unmasked Estep 
Score: -21585706.000000 Penalty: 6103.946289
	Iteration 9F: 3 clusters Score -2.158571e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 157636 members 
Entering Unmasked Estep 
Score: -21590432.000000 Penalty: 6103.946289
	Iteration 10Q: 3 clusters Score -2.159043e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 165680 members 
Entering Unmasked Estep 
Score: -21594308.000000 Penalty: 6103.946289
	Iteration 11Q: 3 clusters Score -2.159431e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 173873 members 
Entering Unmasked Estep 
Score: -21598196.000000 Penalty: 6103.946289
	Iteration 12Q: 3 clusters Score -2.15982e+07 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 182199 members 
Entering Unmasked Estep 
Score: -21602340.000000 Penalty: 6103.946289
	Iteration 13Q: 3 clusters Score -2.160234e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 190758 members 
Entering Unmasked Estep 
Score: -21606634.000000 Penalty: 6103.946289
	Iteration 14Q: 3 clusters Score -2.160663e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 199013 members 
Entering Unmasked Estep 
Score: -21611680.000000 Penalty: 6103.946289
	Iteration 15Q: 3 clusters Score -2.161168e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 206355 members 
Entering Unmasked Estep 
Score: -21616792.000000 Penalty: 6103.946289
	Iteration 16Q: 3 clusters Score -2.161679e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 212152 members 
Entering Unmasked Estep 
Score: -21621006.000000 Penalty: 6103.946289
	Iteration 17Q: 3 clusters Score -2.162101e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 216205 members 
Entering Unmasked Estep 
Score: -21624178.000000 Penalty: 6103.946289
	Iteration 18Q: 3 clusters Score -2.162418e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 218463 members 
Entering Unmasked Estep 
Score: -21625984.000000 Penalty: 6103.946289
	Iteration 19Q: 3 clusters Score -2.162598e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 219519 members 
Entering Unmasked Estep 
Score: -21626812.000000 Penalty: 6103.946289
	Iteration 20F: 3 clusters Score -2.162681e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 219976 members 
Entering Unmasked Estep 
Score: -21627170.000000 Penalty: 6103.946289
	Iteration 21Q: 3 clusters Score -2.162717e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 220180 members 
Entering Unmasked Estep 
Score: -21627412.000000 Penalty: 6103.946289
	Iteration 22Q: 3 clusters Score -2.162741e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 220272 members 
Entering Unmasked Estep 
Score: -21627484.000000 Penalty: 6103.946289
	Iteration 23Q: 3 clusters Score -2.162748e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 220335 members 
Entering Unmasked Estep 
Score: -21627524.000000 Penalty: 6103.946289
	Iteration 24Q: 3 clusters Score -2.162752e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 220360 members 
Entering Unmasked Estep 
Score: -21627522.000000 Penalty: 6103.946289
	Iteration 25Q: 3 clusters Score -2.162752e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 220381 members 
Entering Unmasked Estep 
Score: -21627592.000000 Penalty: 6103.946289
	Iteration 26Q: 3 clusters Score -2.162759e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 220397 members 
Entering Unmasked Estep 
Score: -21627606.000000 Penalty: 6103.946289
	Iteration 27Q: 3 clusters Score -2.162761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 220403 members 
Entering Unmasked Estep 
Score: -21627612.000000 Penalty: 6103.946289
	Iteration 28Q: 3 clusters Score -2.162761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 220413 members 
Entering Unmasked Estep 
Score: -21627614.000000 Penalty: 6103.946289
	Iteration 29Q: 3 clusters Score -2.162761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 220416 members 
Entering Unmasked Estep 
Score: -21627630.000000 Penalty: 6103.946289
	Iteration 30Q: 3 clusters Score -2.162763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 220418 members 
Entering Unmasked Estep 
Score: -21627614.000000 Penalty: 6103.946289
	Iteration 31Q: 3 clusters Score -2.162761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 220422 members 
Entering Unmasked Estep 
Score: -21627634.000000 Penalty: 6103.946289
	Iteration 32Q: 3 clusters Score -2.162763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 220424 members 
Entering Unmasked Estep 
Score: -21627640.000000 Penalty: 6103.946289
	Iteration 33Q: 3 clusters Score -2.162764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 220424 members 
Entering Unmasked Estep 
Score: -21627640.000000 Penalty: 6103.946289
	Iteration 34F: 3 clusters Score -2.162764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102624 members 
Entering Unmasked Estep 
Score: -10118223.000000 Penalty: 2861.629150
	Iteration 0F: 2 clusters Score -1.011822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -10049467.000000 Penalty: 5723.258301
	Iteration 0F: 3 clusters Score -1.004947e+07 nChanged 48675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -10078046.000000 Penalty: 5723.258301
	Iteration 1F: 3 clusters Score -1.007805e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -10079101.000000 Penalty: 5723.258301
	Iteration 2Q: 3 clusters Score -1.00791e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -10080350.000000 Penalty: 5723.258301
	Iteration 3Q: 3 clusters Score -1.008035e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -10081740.000000 Penalty: 5723.258301
	Iteration 4Q: 3 clusters Score -1.008174e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -10083437.000000 Penalty: 5723.258301
	Iteration 5Q: 3 clusters Score -1.008344e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61702 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -10085675.000000 Penalty: 5723.258301
	Iteration 6Q: 3 clusters Score -1.008568e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -10088742.000000 Penalty: 5723.258301
	Iteration 7F: 3 clusters Score -1.008874e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70741 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -10092678.000000 Penalty: 5723.258301
	Iteration 8F: 3 clusters Score -1.009268e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76147 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -10097190.000000 Penalty: 5723.258301
	Iteration 9F: 3 clusters Score -1.009719e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -10101737.000000 Penalty: 5723.258301
	Iteration 10F: 3 clusters Score -1.010174e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85392 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -10105112.000000 Penalty: 5723.258301
	Iteration 11Q: 3 clusters Score -1.010511e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88616 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -10107578.000000 Penalty: 5723.258301
	Iteration 12Q: 3 clusters Score -1.010758e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -10109385.000000 Penalty: 5723.258301
	Iteration 13Q: 3 clusters Score -1.010938e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93367 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -10110796.000000 Penalty: 5723.258301
	Iteration 14Q: 3 clusters Score -1.01108e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -10111963.000000 Penalty: 5723.258301
	Iteration 15Q: 3 clusters Score -1.011196e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96558 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -10112877.000000 Penalty: 5723.258301
	Iteration 16Q: 3 clusters Score -1.011288e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97698 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -10113560.000000 Penalty: 5723.258301
	Iteration 17Q: 3 clusters Score -1.011356e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98550 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -10114010.000000 Penalty: 5723.258301
	Iteration 18Q: 3 clusters Score -1.011401e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99259 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -10114433.000000 Penalty: 5723.258301
	Iteration 19Q: 3 clusters Score -1.011443e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99816 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -10114736.000000 Penalty: 5723.258301
	Iteration 20F: 3 clusters Score -1.011474e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100250 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -10115038.000000 Penalty: 5723.258301
	Iteration 21Q: 3 clusters Score -1.011504e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100576 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -10115253.000000 Penalty: 5723.258301
	Iteration 22Q: 3 clusters Score -1.011525e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100826 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -10115386.000000 Penalty: 5723.258301
	Iteration 23Q: 3 clusters Score -1.011539e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101014 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -10115480.000000 Penalty: 5723.258301
	Iteration 24Q: 3 clusters Score -1.011548e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101174 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -10115590.000000 Penalty: 5723.258301
	Iteration 25Q: 3 clusters Score -1.011559e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101291 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -10115682.000000 Penalty: 5723.258301
	Iteration 26Q: 3 clusters Score -1.011568e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101389 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -10115740.000000 Penalty: 5723.258301
	Iteration 27Q: 3 clusters Score -1.011574e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101468 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -10115809.000000 Penalty: 5723.258301
	Iteration 28Q: 3 clusters Score -1.011581e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101526 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10115838.000000 Penalty: 5723.258301
	Iteration 29Q: 3 clusters Score -1.011584e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -10115858.000000 Penalty: 5723.258301
	Iteration 30Q: 3 clusters Score -1.011586e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101618 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -10115869.000000 Penalty: 5723.258301
	Iteration 31Q: 3 clusters Score -1.011587e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101641 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10115903.000000 Penalty: 5723.258301
	Iteration 32Q: 3 clusters Score -1.01159e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101661 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -10115912.000000 Penalty: 5723.258301
	Iteration 33Q: 3 clusters Score -1.011591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101675 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -10115916.000000 Penalty: 5723.258301
	Iteration 34Q: 3 clusters Score -1.011592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101689 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10115919.000000 Penalty: 5723.258301
	Iteration 35Q: 3 clusters Score -1.011592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101705 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10115926.000000 Penalty: 5723.258301
	Iteration 36Q: 3 clusters Score -1.011593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101721 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10115931.000000 Penalty: 5723.258301
	Iteration 37Q: 3 clusters Score -1.011593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101733 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10115941.000000 Penalty: 5723.258301
	Iteration 38Q: 3 clusters Score -1.011594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101741 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10115947.000000 Penalty: 5723.258301
	Iteration 39Q: 3 clusters Score -1.011595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101745 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10115952.000000 Penalty: 5723.258301
	Iteration 40F: 3 clusters Score -1.011595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10115954.000000 Penalty: 5723.258301
	Iteration 41Q: 3 clusters Score -1.011595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101762 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10115951.000000 Penalty: 5723.258301
	Iteration 42Q: 3 clusters Score -1.011595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101773 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -10115949.000000 Penalty: 5723.258301
	Iteration 43Q: 3 clusters Score -1.011595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10115951.000000 Penalty: 5723.258301
	Iteration 44Q: 3 clusters Score -1.011595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101789 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10115949.000000 Penalty: 5723.258301
	Iteration 45Q: 3 clusters Score -1.011595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101793 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -10115944.000000 Penalty: 5723.258301
	Iteration 46Q: 3 clusters Score -1.011594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101796 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -10115946.000000 Penalty: 5723.258301
	Iteration 47Q: 3 clusters Score -1.011595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101799 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10115940.000000 Penalty: 5723.258301
	Iteration 48Q: 3 clusters Score -1.011594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101799 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10115940.000000 Penalty: 5723.258301
	Iteration 49F: 3 clusters Score -1.011594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Entering Unmasked Estep 
Score: -806711.375000 Penalty: 2231.997314
	Iteration 0F: 2 clusters Score -806711.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -800275.000000 Penalty: 4463.994629
	Iteration 0F: 3 clusters Score -800275 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -801989.250000 Penalty: 4463.994629
	Iteration 1F: 3 clusters Score -801989.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -802226.125000 Penalty: 4463.994629
	Iteration 2F: 3 clusters Score -802226.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -802360.312500 Penalty: 4463.994629
	Iteration 3Q: 3 clusters Score -802360.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -802465.312500 Penalty: 4463.994629
	Iteration 4Q: 3 clusters Score -802465.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -802547.500000 Penalty: 4463.994629
	Iteration 5Q: 3 clusters Score -802547.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -802618.437500 Penalty: 4463.994629
	Iteration 6Q: 3 clusters Score -802618.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -802694.750000 Penalty: 4463.994629
	Iteration 7Q: 3 clusters Score -802694.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -802789.000000 Penalty: 4463.994629
	Iteration 8Q: 3 clusters Score -802789 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -802898.687500 Penalty: 4463.994629
	Iteration 9Q: 3 clusters Score -802898.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -803026.437500 Penalty: 4463.994629
	Iteration 10Q: 3 clusters Score -803026.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -803195.625000 Penalty: 4463.994629
	Iteration 11Q: 3 clusters Score -803195.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -803402.750000 Penalty: 4463.994629
	Iteration 12Q: 3 clusters Score -803402.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -803611.187500 Penalty: 4463.994629
	Iteration 13Q: 3 clusters Score -803611.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -803831.500000 Penalty: 4463.994629
	Iteration 14Q: 3 clusters Score -803831.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -803991.062500 Penalty: 4463.994629
	Iteration 15Q: 3 clusters Score -803991.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -804149.625000 Penalty: 4463.994629
	Iteration 16Q: 3 clusters Score -804149.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -804276.062500 Penalty: 4463.994629
	Iteration 17Q: 3 clusters Score -804276.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -804371.812500 Penalty: 4463.994629
	Iteration 18Q: 3 clusters Score -804371.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -804453.812500 Penalty: 4463.994629
	Iteration 19Q: 3 clusters Score -804453.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -804515.500000 Penalty: 4463.994629
	Iteration 20F: 3 clusters Score -804515.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -804545.125000 Penalty: 4463.994629
	Iteration 21Q: 3 clusters Score -804545.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -804574.312500 Penalty: 4463.994629
	Iteration 22Q: 3 clusters Score -804574.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -804594.375000 Penalty: 4463.994629
	Iteration 23Q: 3 clusters Score -804594.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -804612.812500 Penalty: 4463.994629
	Iteration 24Q: 3 clusters Score -804612.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -804635.562500 Penalty: 4463.994629
	Iteration 25Q: 3 clusters Score -804635.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -804652.437500 Penalty: 4463.994629
	Iteration 26Q: 3 clusters Score -804652.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -804666.000000 Penalty: 4463.994629
	Iteration 27Q: 3 clusters Score -804666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -804675.812500 Penalty: 4463.994629
	Iteration 28Q: 3 clusters Score -804675.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -804684.250000 Penalty: 4463.994629
	Iteration 29Q: 3 clusters Score -804684.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -804695.437500 Penalty: 4463.994629
	Iteration 30Q: 3 clusters Score -804695.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -804705.250000 Penalty: 4463.994629
	Iteration 31Q: 3 clusters Score -804705.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -804712.000000 Penalty: 4463.994629
	Iteration 32Q: 3 clusters Score -804712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -804713.187500 Penalty: 4463.994629
	Iteration 33Q: 3 clusters Score -804713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -804716.687500 Penalty: 4463.994629
	Iteration 34Q: 3 clusters Score -804716.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -804722.000000 Penalty: 4463.994629
	Iteration 35Q: 3 clusters Score -804722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -804726.250000 Penalty: 4463.994629
	Iteration 36Q: 3 clusters Score -804726.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -804729.562500 Penalty: 4463.994629
	Iteration 37Q: 3 clusters Score -804729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -804730.875000 Penalty: 4463.994629
	Iteration 38Q: 3 clusters Score -804730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -804735.000000 Penalty: 4463.994629
	Iteration 39Q: 3 clusters Score -804735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -804736.312500 Penalty: 4463.994629
	Iteration 40F: 3 clusters Score -804736.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -804739.187500 Penalty: 4463.994629
	Iteration 41Q: 3 clusters Score -804739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -804738.562500 Penalty: 4463.994629
	Iteration 42Q: 3 clusters Score -804738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -804742.375000 Penalty: 4463.994629
	Iteration 43Q: 3 clusters Score -804742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -804746.437500 Penalty: 4463.994629
	Iteration 44Q: 3 clusters Score -804746.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -804750.937500 Penalty: 4463.994629
	Iteration 45Q: 3 clusters Score -804750.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -804757.875000 Penalty: 4463.994629
	Iteration 46Q: 3 clusters Score -804757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -804766.125000 Penalty: 4463.994629
	Iteration 47Q: 3 clusters Score -804766.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -804766.750000 Penalty: 4463.994629
	Iteration 48Q: 3 clusters Score -804766.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -804766.750000 Penalty: 4463.994629
	Iteration 49F: 3 clusters Score -804766.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Entering Unmasked Estep 
Score: -1933715.125000 Penalty: 2471.449707
	Iteration 0F: 2 clusters Score -1933715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1918912.250000 Penalty: 4942.899414
	Iteration 0F: 3 clusters Score -1918912 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1924136.000000 Penalty: 4942.899414
	Iteration 1F: 3 clusters Score -1924136 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1924876.500000 Penalty: 4942.899414
	Iteration 2F: 3 clusters Score -1924876 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1925627.625000 Penalty: 4942.899414
	Iteration 3F: 3 clusters Score -1925628 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1926435.125000 Penalty: 4942.899414
	Iteration 4F: 3 clusters Score -1926435 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1927235.250000 Penalty: 4942.899414
	Iteration 5F: 3 clusters Score -1927235 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1927993.125000 Penalty: 4942.899414
	Iteration 6F: 3 clusters Score -1927993 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1928947.875000 Penalty: 4942.899414
	Iteration 7F: 3 clusters Score -1928948 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1930194.750000 Penalty: 4942.899414
	Iteration 8F: 3 clusters Score -1930195 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1931175.875000 Penalty: 4942.899414
	Iteration 9F: 3 clusters Score -1931176 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1931733.250000 Penalty: 4942.899414
	Iteration 10Q: 3 clusters Score -1931733 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1932056.625000 Penalty: 4942.899414
	Iteration 11Q: 3 clusters Score -1932057 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1932236.875000 Penalty: 4942.899414
	Iteration 12Q: 3 clusters Score -1932237 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1932379.625000 Penalty: 4942.899414
	Iteration 13Q: 3 clusters Score -1932380 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1932514.250000 Penalty: 4942.899414
	Iteration 14Q: 3 clusters Score -1932514 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1932675.000000 Penalty: 4942.899414
	Iteration 15Q: 3 clusters Score -1932675 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1932853.125000 Penalty: 4942.899414
	Iteration 16Q: 3 clusters Score -1932853 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1932994.000000 Penalty: 4942.899414
	Iteration 17Q: 3 clusters Score -1932994 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1933072.875000 Penalty: 4942.899414
	Iteration 18Q: 3 clusters Score -1933073 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1933139.750000 Penalty: 4942.899414
	Iteration 19Q: 3 clusters Score -1933140 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1933179.000000 Penalty: 4942.899414
	Iteration 20F: 3 clusters Score -1933179 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1933212.625000 Penalty: 4942.899414
	Iteration 21Q: 3 clusters Score -1933213 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1933246.375000 Penalty: 4942.899414
	Iteration 22Q: 3 clusters Score -1933246 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1933272.125000 Penalty: 4942.899414
	Iteration 23Q: 3 clusters Score -1933272 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1933305.125000 Penalty: 4942.899414
	Iteration 24Q: 3 clusters Score -1933305 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1933329.375000 Penalty: 4942.899414
	Iteration 25Q: 3 clusters Score -1933329 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1933343.000000 Penalty: 4942.899414
	Iteration 26Q: 3 clusters Score -1933343 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1933363.625000 Penalty: 4942.899414
	Iteration 27Q: 3 clusters Score -1933364 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1933393.500000 Penalty: 4942.899414
	Iteration 28Q: 3 clusters Score -1933394 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1933406.750000 Penalty: 4942.899414
	Iteration 29Q: 3 clusters Score -1933407 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1933424.125000 Penalty: 4942.899414
	Iteration 30Q: 3 clusters Score -1933424 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1933432.875000 Penalty: 4942.899414
	Iteration 31Q: 3 clusters Score -1933433 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1933448.625000 Penalty: 4942.899414
	Iteration 32Q: 3 clusters Score -1933449 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1933459.125000 Penalty: 4942.899414
	Iteration 33Q: 3 clusters Score -1933459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1933476.000000 Penalty: 4942.899414
	Iteration 34Q: 3 clusters Score -1933476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1933487.125000 Penalty: 4942.899414
	Iteration 35Q: 3 clusters Score -1933487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1933493.750000 Penalty: 4942.899414
	Iteration 36Q: 3 clusters Score -1933494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1933497.000000 Penalty: 4942.899414
	Iteration 37Q: 3 clusters Score -1933497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1933495.625000 Penalty: 4942.899414
	Iteration 38Q: 3 clusters Score -1933496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1933496.000000 Penalty: 4942.899414
	Iteration 39Q: 3 clusters Score -1933496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1933498.000000 Penalty: 4942.899414
	Iteration 40F: 3 clusters Score -1933498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1933502.375000 Penalty: 4942.899414
	Iteration 41Q: 3 clusters Score -1933502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1933504.500000 Penalty: 4942.899414
	Iteration 42Q: 3 clusters Score -1933504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1933514.250000 Penalty: 4942.899414
	Iteration 43Q: 3 clusters Score -1933514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1933516.625000 Penalty: 4942.899414
	Iteration 44Q: 3 clusters Score -1933517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1933516.125000 Penalty: 4942.899414
	Iteration 45Q: 3 clusters Score -1933516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1933516.875000 Penalty: 4942.899414
	Iteration 46Q: 3 clusters Score -1933517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1933517.875000 Penalty: 4942.899414
	Iteration 47Q: 3 clusters Score -1933518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1933523.750000 Penalty: 4942.899414
	Iteration 48Q: 3 clusters Score -1933524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1933520.875000 Penalty: 4942.899414
	Iteration 49Q: 3 clusters Score -1933521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1933523.375000 Penalty: 4942.899414
	Iteration 50Q: 3 clusters Score -1933523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1933522.500000 Penalty: 4942.899414
	Iteration 51Q: 3 clusters Score -1933522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1933525.875000 Penalty: 4942.899414
	Iteration 52Q: 3 clusters Score -1933526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1933528.750000 Penalty: 4942.899414
	Iteration 53Q: 3 clusters Score -1933529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1933527.750000 Penalty: 4942.899414
	Iteration 54Q: 3 clusters Score -1933528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1933533.125000 Penalty: 4942.899414
	Iteration 55Q: 3 clusters Score -1933533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1933535.875000 Penalty: 4942.899414
	Iteration 56Q: 3 clusters Score -1933536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1933540.250000 Penalty: 4942.899414
	Iteration 57Q: 3 clusters Score -1933540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1933540.625000 Penalty: 4942.899414
	Iteration 58Q: 3 clusters Score -1933541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1933540.750000 Penalty: 4942.899414
	Iteration 59Q: 3 clusters Score -1933541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1933538.625000 Penalty: 4942.899414
	Iteration 60F: 3 clusters Score -1933539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1933540.125000 Penalty: 4942.899414
	Iteration 61Q: 3 clusters Score -1933540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1933536.625000 Penalty: 4942.899414
	Iteration 62Q: 3 clusters Score -1933537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1933543.625000 Penalty: 4942.899414
	Iteration 63Q: 3 clusters Score -1933544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1933543.875000 Penalty: 4942.899414
	Iteration 64Q: 3 clusters Score -1933544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1933541.250000 Penalty: 4942.899414
	Iteration 65Q: 3 clusters Score -1933541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1933543.375000 Penalty: 4942.899414
	Iteration 66Q: 3 clusters Score -1933543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1933551.375000 Penalty: 4942.899414
	Iteration 67Q: 3 clusters Score -1933551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1933551.250000 Penalty: 4942.899414
	Iteration 68Q: 3 clusters Score -1933551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1933551.125000 Penalty: 4942.899414
	Iteration 69Q: 3 clusters Score -1933551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1933550.625000 Penalty: 4942.899414
	Iteration 70Q: 3 clusters Score -1933551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1933550.875000 Penalty: 4942.899414
	Iteration 71Q: 3 clusters Score -1933551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1933553.500000 Penalty: 4942.899414
	Iteration 72Q: 3 clusters Score -1933554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1933552.125000 Penalty: 4942.899414
	Iteration 73Q: 3 clusters Score -1933552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1933553.875000 Penalty: 4942.899414
	Iteration 74Q: 3 clusters Score -1933554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1933554.375000 Penalty: 4942.899414
	Iteration 75Q: 3 clusters Score -1933554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1933553.250000 Penalty: 4942.899414
	Iteration 76Q: 3 clusters Score -1933553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1933552.250000 Penalty: 4942.899414
	Iteration 77Q: 3 clusters Score -1933552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1933553.750000 Penalty: 4942.899414
	Iteration 78Q: 3 clusters Score -1933554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1933551.875000 Penalty: 4942.899414
	Iteration 79Q: 3 clusters Score -1933552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1933550.000000 Penalty: 4942.899414
	Iteration 80F: 3 clusters Score -1933550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (137324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137324 members 
Entering Unmasked Estep 
Score: -13292849.000000 Penalty: 2933.864258
	Iteration 0F: 2 clusters Score -1.329285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -13200892.000000 Penalty: 5867.728516
	Iteration 0F: 3 clusters Score -1.320089e+07 nChanged 65490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74357 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -13239753.000000 Penalty: 5867.728516
	Iteration 1F: 3 clusters Score -1.323975e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -13241614.000000 Penalty: 5867.728516
	Iteration 2Q: 3 clusters Score -1.324161e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81925 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -13244422.000000 Penalty: 5867.728516
	Iteration 3Q: 3 clusters Score -1.324442e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -13249000.000000 Penalty: 5867.728516
	Iteration 4F: 3 clusters Score -1.3249e+07 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96576 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -13256124.000000 Penalty: 5867.728516
	Iteration 5F: 3 clusters Score -1.325612e+07 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106608 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -13265718.000000 Penalty: 5867.728516
	Iteration 6F: 3 clusters Score -1.326572e+07 nChanged 10440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116326 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -13276254.000000 Penalty: 5867.728516
	Iteration 7F: 3 clusters Score -1.327625e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123343 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -13284112.000000 Penalty: 5867.728516
	Iteration 8F: 3 clusters Score -1.328411e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127096 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -13288316.000000 Penalty: 5867.728516
	Iteration 9Q: 3 clusters Score -1.328832e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129074 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -13290465.000000 Penalty: 5867.728516
	Iteration 10Q: 3 clusters Score -1.329046e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130245 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -13291657.000000 Penalty: 5867.728516
	Iteration 11Q: 3 clusters Score -1.329166e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131063 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -13292378.000000 Penalty: 5867.728516
	Iteration 12Q: 3 clusters Score -1.329238e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131623 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -13292883.000000 Penalty: 5867.728516
	Iteration 13Q: 3 clusters Score -1.329288e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132000 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -13293201.000000 Penalty: 5867.728516
	Iteration 14Q: 3 clusters Score -1.32932e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132267 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -13293337.000000 Penalty: 5867.728516
	Iteration 15Q: 3 clusters Score -1.329334e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132453 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -13293428.000000 Penalty: 5867.728516
	Iteration 16Q: 3 clusters Score -1.329343e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132583 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -13293428.000000 Penalty: 5867.728516
	Iteration 17Q: 3 clusters Score -1.329343e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132677 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -13293449.000000 Penalty: 5867.728516
	Iteration 18Q: 3 clusters Score -1.329345e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132750 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -13293493.000000 Penalty: 5867.728516
	Iteration 19Q: 3 clusters Score -1.329349e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132800 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -13293472.000000 Penalty: 5867.728516
	Iteration 20F: 3 clusters Score -1.329347e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132836 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -13293480.000000 Penalty: 5867.728516
	Iteration 21Q: 3 clusters Score -1.329348e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132860 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -13293483.000000 Penalty: 5867.728516
	Iteration 22Q: 3 clusters Score -1.329348e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132876 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -13293488.000000 Penalty: 5867.728516
	Iteration 23Q: 3 clusters Score -1.329349e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132891 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -13293492.000000 Penalty: 5867.728516
	Iteration 24Q: 3 clusters Score -1.329349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132896 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -13293511.000000 Penalty: 5867.728516
	Iteration 25Q: 3 clusters Score -1.329351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132901 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -13293515.000000 Penalty: 5867.728516
	Iteration 26Q: 3 clusters Score -1.329352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132904 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -13293521.000000 Penalty: 5867.728516
	Iteration 27Q: 3 clusters Score -1.329352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132905 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -13293524.000000 Penalty: 5867.728516
	Iteration 28Q: 3 clusters Score -1.329352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132905 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -13293524.000000 Penalty: 5867.728516
	Iteration 29F: 3 clusters Score -1.329352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 11671 members 
Mstep: Class 3 contains 6118 members 
Mstep: Class 4 contains 221094 members 
Mstep: Class 5 contains 102624 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21280 members 
Mstep: Class 8 contains 132905 members 
Mstep: Class 9 contains 44935 members 
Mstep: Class 10 contains 10014 members 
Mstep: Class 11 contains 5510 members 
Mstep: Class 12 contains 9074 members 
Mstep: Class 13 contains 26630 members 
Mstep: Class 14 contains 309622 members 
Mstep: Class 15 contains 5189 members 
Mstep: Class 16 contains 24402 members 
Mstep: Class 17 contains 223949 members 
Mstep: Class 18 contains 10323 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 20416 members 
Mstep: Class 21 contains 228912 members 
Mstep: Class 22 contains 13192 members 
Mstep: Class 23 contains 67443 members 
Mstep: Class 24 contains 9410 members 
Mstep: Class 25 contains 4246 members 
Mstep: Class 26 contains 6285 members 
Mstep: Class 27 contains 9683 members 
Mstep: Class 28 contains 10022 members 
Mstep: Class 29 contains 11116 members 
Mstep: Class 30 contains 31573 members 
Mstep: Class 31 contains 17952 members 
Mstep: Class 32 contains 6841 members 
Mstep: Class 33 contains 4419 members 
Entering Unmasked Estep 
Score: -157686928.000000 Penalty: 117273.000000
Splitting cluster 8 changes total score from -157687056.000000 to -157686928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (44935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Entering Unmasked Estep 
Score: -4386346.500000 Penalty: 2656.817139
	Iteration 0F: 2 clusters Score -4386346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -4356119.000000 Penalty: 5313.634277
	Iteration 0F: 3 clusters Score -4356119 nChanged 20561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -4367485.000000 Penalty: 5313.634277
	Iteration 1F: 3 clusters Score -4367485 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -4367929.000000 Penalty: 5313.634277
	Iteration 2Q: 3 clusters Score -4367929 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -4368369.000000 Penalty: 5313.634277
	Iteration 3Q: 3 clusters Score -4368369 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -4368920.000000 Penalty: 5313.634277
	Iteration 4Q: 3 clusters Score -4368920 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -4369594.500000 Penalty: 5313.634277
	Iteration 5Q: 3 clusters Score -4369594 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -4370554.500000 Penalty: 5313.634277
	Iteration 6Q: 3 clusters Score -4370554 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -4371988.000000 Penalty: 5313.634277
	Iteration 7F: 3 clusters Score -4371988 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -4373985.000000 Penalty: 5313.634277
	Iteration 8F: 3 clusters Score -4373985 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -4376391.500000 Penalty: 5313.634277
	Iteration 9F: 3 clusters Score -4376392 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -4378907.500000 Penalty: 5313.634277
	Iteration 10F: 3 clusters Score -4378908 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -4380938.500000 Penalty: 5313.634277
	Iteration 11F: 3 clusters Score -4380938 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4382427.000000 Penalty: 5313.634277
	Iteration 12Q: 3 clusters Score -4382427 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4383315.500000 Penalty: 5313.634277
	Iteration 13Q: 3 clusters Score -4383316 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4383763.000000 Penalty: 5313.634277
	Iteration 14Q: 3 clusters Score -4383763 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4383972.000000 Penalty: 5313.634277
	Iteration 15Q: 3 clusters Score -4383972 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4384078.000000 Penalty: 5313.634277
	Iteration 16Q: 3 clusters Score -4384078 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4384134.500000 Penalty: 5313.634277
	Iteration 17Q: 3 clusters Score -4384134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4384161.500000 Penalty: 5313.634277
	Iteration 18Q: 3 clusters Score -4384162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4384187.500000 Penalty: 5313.634277
	Iteration 19Q: 3 clusters Score -4384188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4384202.500000 Penalty: 5313.634277
	Iteration 20F: 3 clusters Score -4384202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4384214.500000 Penalty: 5313.634277
	Iteration 21Q: 3 clusters Score -4384214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4384224.000000 Penalty: 5313.634277
	Iteration 22Q: 3 clusters Score -4384224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4384233.000000 Penalty: 5313.634277
	Iteration 23Q: 3 clusters Score -4384233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4384247.500000 Penalty: 5313.634277
	Iteration 24Q: 3 clusters Score -4384248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4384258.500000 Penalty: 5313.634277
	Iteration 25Q: 3 clusters Score -4384258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4384257.000000 Penalty: 5313.634277
	Iteration 26Q: 3 clusters Score -4384257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4384258.500000 Penalty: 5313.634277
	Iteration 27Q: 3 clusters Score -4384258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4384264.000000 Penalty: 5313.634277
	Iteration 28Q: 3 clusters Score -4384264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4384266.000000 Penalty: 5313.634277
	Iteration 29Q: 3 clusters Score -4384266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4384267.000000 Penalty: 5313.634277
	Iteration 30Q: 3 clusters Score -4384267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4384270.000000 Penalty: 5313.634277
	Iteration 31Q: 3 clusters Score -4384270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4384267.500000 Penalty: 5313.634277
	Iteration 32Q: 3 clusters Score -4384268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4384268.500000 Penalty: 5313.634277
	Iteration 33Q: 3 clusters Score -4384268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4384278.000000 Penalty: 5313.634277
	Iteration 34Q: 3 clusters Score -4384278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4384284.000000 Penalty: 5313.634277
	Iteration 35Q: 3 clusters Score -4384284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4384282.000000 Penalty: 5313.634277
	Iteration 36Q: 3 clusters Score -4384282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4384288.000000 Penalty: 5313.634277
	Iteration 37Q: 3 clusters Score -4384288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4384283.000000 Penalty: 5313.634277
	Iteration 38Q: 3 clusters Score -4384283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4384283.000000 Penalty: 5313.634277
	Iteration 39Q: 3 clusters Score -4384283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4384286.500000 Penalty: 5313.634277
	Iteration 40F: 3 clusters Score -4384286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4384285.500000 Penalty: 5313.634277
	Iteration 41Q: 3 clusters Score -4384286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4384292.000000 Penalty: 5313.634277
	Iteration 42Q: 3 clusters Score -4384292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4384292.500000 Penalty: 5313.634277
	Iteration 43Q: 3 clusters Score -4384292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4384292.000000 Penalty: 5313.634277
	Iteration 44Q: 3 clusters Score -4384292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4384294.000000 Penalty: 5313.634277
	Iteration 45Q: 3 clusters Score -4384294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4384291.500000 Penalty: 5313.634277
	Iteration 46Q: 3 clusters Score -4384292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4384294.000000 Penalty: 5313.634277
	Iteration 47Q: 3 clusters Score -4384294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4384298.000000 Penalty: 5313.634277
	Iteration 48Q: 3 clusters Score -4384298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4384298.000000 Penalty: 5313.634277
	Iteration 49F: 3 clusters Score -4384298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Entering Unmasked Estep 
Score: -945362.437500 Penalty: 2284.511475
	Iteration 0F: 2 clusters Score -945362.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -937771.500000 Penalty: 4569.022949
	Iteration 0F: 3 clusters Score -937771.5 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -939959.750000 Penalty: 4569.022949
	Iteration 1F: 3 clusters Score -939959.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -940311.312500 Penalty: 4569.022949
	Iteration 2F: 3 clusters Score -940311.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -940609.750000 Penalty: 4569.022949
	Iteration 3F: 3 clusters Score -940609.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -940866.375000 Penalty: 4569.022949
	Iteration 4Q: 3 clusters Score -940866.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -941105.000000 Penalty: 4569.022949
	Iteration 5Q: 3 clusters Score -941105 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -941343.625000 Penalty: 4569.022949
	Iteration 6Q: 3 clusters Score -941343.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -941611.312500 Penalty: 4569.022949
	Iteration 7Q: 3 clusters Score -941611.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -941899.312500 Penalty: 4569.022949
	Iteration 8Q: 3 clusters Score -941899.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -942200.437500 Penalty: 4569.022949
	Iteration 9Q: 3 clusters Score -942200.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -942519.437500 Penalty: 4569.022949
	Iteration 10Q: 3 clusters Score -942519.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -942819.312500 Penalty: 4569.022949
	Iteration 11Q: 3 clusters Score -942819.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -943066.437500 Penalty: 4569.022949
	Iteration 12Q: 3 clusters Score -943066.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -943269.187500 Penalty: 4569.022949
	Iteration 13Q: 3 clusters Score -943269.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -943441.500000 Penalty: 4569.022949
	Iteration 14Q: 3 clusters Score -943441.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -943559.250000 Penalty: 4569.022949
	Iteration 15Q: 3 clusters Score -943559.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -943648.687500 Penalty: 4569.022949
	Iteration 16Q: 3 clusters Score -943648.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -943703.687500 Penalty: 4569.022949
	Iteration 17Q: 3 clusters Score -943703.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -943742.750000 Penalty: 4569.022949
	Iteration 18Q: 3 clusters Score -943742.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -943770.500000 Penalty: 4569.022949
	Iteration 19Q: 3 clusters Score -943770.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -943793.687500 Penalty: 4569.022949
	Iteration 20F: 3 clusters Score -943793.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -943814.312500 Penalty: 4569.022949
	Iteration 21Q: 3 clusters Score -943814.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -943830.562500 Penalty: 4569.022949
	Iteration 22Q: 3 clusters Score -943830.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -943846.437500 Penalty: 4569.022949
	Iteration 23Q: 3 clusters Score -943846.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -943853.937500 Penalty: 4569.022949
	Iteration 24Q: 3 clusters Score -943853.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -943867.562500 Penalty: 4569.022949
	Iteration 25Q: 3 clusters Score -943867.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -943874.562500 Penalty: 4569.022949
	Iteration 26Q: 3 clusters Score -943874.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -943886.187500 Penalty: 4569.022949
	Iteration 27Q: 3 clusters Score -943886.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -943896.937500 Penalty: 4569.022949
	Iteration 28Q: 3 clusters Score -943896.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -943905.062500 Penalty: 4569.022949
	Iteration 29Q: 3 clusters Score -943905.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -943913.312500 Penalty: 4569.022949
	Iteration 30Q: 3 clusters Score -943913.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -943917.500000 Penalty: 4569.022949
	Iteration 31Q: 3 clusters Score -943917.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -943917.562500 Penalty: 4569.022949
	Iteration 32Q: 3 clusters Score -943917.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -943920.250000 Penalty: 4569.022949
	Iteration 33Q: 3 clusters Score -943920.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -943925.812500 Penalty: 4569.022949
	Iteration 34Q: 3 clusters Score -943925.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -943928.125000 Penalty: 4569.022949
	Iteration 35Q: 3 clusters Score -943928.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -943935.750000 Penalty: 4569.022949
	Iteration 36Q: 3 clusters Score -943935.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -943941.000000 Penalty: 4569.022949
	Iteration 37Q: 3 clusters Score -943941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -943942.625000 Penalty: 4569.022949
	Iteration 38Q: 3 clusters Score -943942.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -943945.750000 Penalty: 4569.022949
	Iteration 39Q: 3 clusters Score -943945.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -943948.750000 Penalty: 4569.022949
	Iteration 40F: 3 clusters Score -943948.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -943950.437500 Penalty: 4569.022949
	Iteration 41Q: 3 clusters Score -943950.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -943950.937500 Penalty: 4569.022949
	Iteration 42Q: 3 clusters Score -943950.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -943952.500000 Penalty: 4569.022949
	Iteration 43Q: 3 clusters Score -943952.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -943957.375000 Penalty: 4569.022949
	Iteration 44Q: 3 clusters Score -943957.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -943959.687500 Penalty: 4569.022949
	Iteration 45Q: 3 clusters Score -943959.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -943961.687500 Penalty: 4569.022949
	Iteration 46Q: 3 clusters Score -943961.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -943962.562500 Penalty: 4569.022949
	Iteration 47Q: 3 clusters Score -943962.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -943962.125000 Penalty: 4569.022949
	Iteration 48Q: 3 clusters Score -943962.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -943963.562500 Penalty: 4569.022949
	Iteration 49Q: 3 clusters Score -943963.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -943963.562500 Penalty: 4569.022949
	Iteration 50F: 3 clusters Score -943963.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Entering Unmasked Estep 
Score: -477600.625000 Penalty: 2136.351318
	Iteration 0F: 2 clusters Score -477600.6 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 2729 members 
Entering Unmasked Estep 
Score: -472754.437500 Penalty: 4272.702637
	Iteration 0F: 3 clusters Score -472754.4 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -474118.843750 Penalty: 4272.702637
	Iteration 1F: 3 clusters Score -474118.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -474550.156250 Penalty: 4272.702637
	Iteration 2F: 3 clusters Score -474550.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -474982.968750 Penalty: 4272.702637
	Iteration 3F: 3 clusters Score -474983 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -475380.687500 Penalty: 4272.702637
	Iteration 4F: 3 clusters Score -475380.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -475736.218750 Penalty: 4272.702637
	Iteration 5F: 3 clusters Score -475736.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -476006.812500 Penalty: 4272.702637
	Iteration 6F: 3 clusters Score -476006.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -476229.406250 Penalty: 4272.702637
	Iteration 7Q: 3 clusters Score -476229.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -476395.812500 Penalty: 4272.702637
	Iteration 8Q: 3 clusters Score -476395.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -476520.593750 Penalty: 4272.702637
	Iteration 9Q: 3 clusters Score -476520.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -476612.875000 Penalty: 4272.702637
	Iteration 10Q: 3 clusters Score -476612.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -476690.218750 Penalty: 4272.702637
	Iteration 11Q: 3 clusters Score -476690.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -476760.468750 Penalty: 4272.702637
	Iteration 12Q: 3 clusters Score -476760.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -476808.750000 Penalty: 4272.702637
	Iteration 13Q: 3 clusters Score -476808.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -476853.750000 Penalty: 4272.702637
	Iteration 14Q: 3 clusters Score -476853.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -476893.312500 Penalty: 4272.702637
	Iteration 15Q: 3 clusters Score -476893.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -476911.156250 Penalty: 4272.702637
	Iteration 16Q: 3 clusters Score -476911.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -476923.375000 Penalty: 4272.702637
	Iteration 17Q: 3 clusters Score -476923.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -476933.875000 Penalty: 4272.702637
	Iteration 18Q: 3 clusters Score -476933.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -476941.343750 Penalty: 4272.702637
	Iteration 19Q: 3 clusters Score -476941.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -476949.156250 Penalty: 4272.702637
	Iteration 20F: 3 clusters Score -476949.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -476956.250000 Penalty: 4272.702637
	Iteration 21Q: 3 clusters Score -476956.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -476958.593750 Penalty: 4272.702637
	Iteration 22Q: 3 clusters Score -476958.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -476960.406250 Penalty: 4272.702637
	Iteration 23Q: 3 clusters Score -476960.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -476961.281250 Penalty: 4272.702637
	Iteration 24Q: 3 clusters Score -476961.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -476962.625000 Penalty: 4272.702637
	Iteration 25Q: 3 clusters Score -476962.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -476964.281250 Penalty: 4272.702637
	Iteration 26Q: 3 clusters Score -476964.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -476964.000000 Penalty: 4272.702637
	Iteration 27Q: 3 clusters Score -476964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -476965.000000 Penalty: 4272.702637
	Iteration 28Q: 3 clusters Score -476965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -476964.812500 Penalty: 4272.702637
	Iteration 29Q: 3 clusters Score -476964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -476965.375000 Penalty: 4272.702637
	Iteration 30Q: 3 clusters Score -476965.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -476965.375000 Penalty: 4272.702637
	Iteration 31F: 3 clusters Score -476965.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Entering Unmasked Estep 
Score: -837263.187500 Penalty: 2260.065918
	Iteration 0F: 2 clusters Score -837263.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -830204.062500 Penalty: 4520.131836
	Iteration 0F: 3 clusters Score -830204.1 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -832216.625000 Penalty: 4520.131836
	Iteration 1F: 3 clusters Score -832216.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -832579.437500 Penalty: 4520.131836
	Iteration 2F: 3 clusters Score -832579.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -832912.375000 Penalty: 4520.131836
	Iteration 3F: 3 clusters Score -832912.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -833229.500000 Penalty: 4520.131836
	Iteration 4F: 3 clusters Score -833229.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -833562.250000 Penalty: 4520.131836
	Iteration 5F: 3 clusters Score -833562.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -833910.750000 Penalty: 4520.131836
	Iteration 6F: 3 clusters Score -833910.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -834300.500000 Penalty: 4520.131836
	Iteration 7F: 3 clusters Score -834300.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -834614.812500 Penalty: 4520.131836
	Iteration 8F: 3 clusters Score -834614.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -834863.500000 Penalty: 4520.131836
	Iteration 9Q: 3 clusters Score -834863.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -835063.437500 Penalty: 4520.131836
	Iteration 10Q: 3 clusters Score -835063.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -835207.562500 Penalty: 4520.131836
	Iteration 11Q: 3 clusters Score -835207.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -835340.562500 Penalty: 4520.131836
	Iteration 12Q: 3 clusters Score -835340.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -835448.625000 Penalty: 4520.131836
	Iteration 13Q: 3 clusters Score -835448.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -835559.500000 Penalty: 4520.131836
	Iteration 14Q: 3 clusters Score -835559.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -835651.562500 Penalty: 4520.131836
	Iteration 15Q: 3 clusters Score -835651.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -835726.187500 Penalty: 4520.131836
	Iteration 16Q: 3 clusters Score -835726.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -835792.125000 Penalty: 4520.131836
	Iteration 17Q: 3 clusters Score -835792.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -835831.187500 Penalty: 4520.131836
	Iteration 18Q: 3 clusters Score -835831.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -835865.375000 Penalty: 4520.131836
	Iteration 19Q: 3 clusters Score -835865.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -835887.812500 Penalty: 4520.131836
	Iteration 20F: 3 clusters Score -835887.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -835903.812500 Penalty: 4520.131836
	Iteration 21Q: 3 clusters Score -835903.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -835911.312500 Penalty: 4520.131836
	Iteration 22Q: 3 clusters Score -835911.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -835918.187500 Penalty: 4520.131836
	Iteration 23Q: 3 clusters Score -835918.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -835924.750000 Penalty: 4520.131836
	Iteration 24Q: 3 clusters Score -835924.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -835932.375000 Penalty: 4520.131836
	Iteration 25Q: 3 clusters Score -835932.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -835938.625000 Penalty: 4520.131836
	Iteration 26Q: 3 clusters Score -835938.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -835942.875000 Penalty: 4520.131836
	Iteration 27Q: 3 clusters Score -835942.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -835949.250000 Penalty: 4520.131836
	Iteration 28Q: 3 clusters Score -835949.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -835956.750000 Penalty: 4520.131836
	Iteration 29Q: 3 clusters Score -835956.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -835959.062500 Penalty: 4520.131836
	Iteration 30Q: 3 clusters Score -835959.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -835963.375000 Penalty: 4520.131836
	Iteration 31Q: 3 clusters Score -835963.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -835966.687500 Penalty: 4520.131836
	Iteration 32Q: 3 clusters Score -835966.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -835967.437500 Penalty: 4520.131836
	Iteration 33Q: 3 clusters Score -835967.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -835969.812500 Penalty: 4520.131836
	Iteration 34Q: 3 clusters Score -835969.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -835972.000000 Penalty: 4520.131836
	Iteration 35Q: 3 clusters Score -835972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -835972.500000 Penalty: 4520.131836
	Iteration 36Q: 3 clusters Score -835972.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -835973.250000 Penalty: 4520.131836
	Iteration 37Q: 3 clusters Score -835973.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -835974.062500 Penalty: 4520.131836
	Iteration 38Q: 3 clusters Score -835974.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -835977.250000 Penalty: 4520.131836
	Iteration 39Q: 3 clusters Score -835977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -835978.500000 Penalty: 4520.131836
	Iteration 40F: 3 clusters Score -835978.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -835977.500000 Penalty: 4520.131836
	Iteration 41Q: 3 clusters Score -835977.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -835978.812500 Penalty: 4520.131836
	Iteration 42Q: 3 clusters Score -835978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -835976.687500 Penalty: 4520.131836
	Iteration 43Q: 3 clusters Score -835976.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -835978.937500 Penalty: 4520.131836
	Iteration 44Q: 3 clusters Score -835978.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -835980.062500 Penalty: 4520.131836
	Iteration 45Q: 3 clusters Score -835980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -835982.000000 Penalty: 4520.131836
	Iteration 46Q: 3 clusters Score -835982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -835983.812500 Penalty: 4520.131836
	Iteration 47Q: 3 clusters Score -835983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -835984.250000 Penalty: 4520.131836
	Iteration 48Q: 3 clusters Score -835984.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -835983.625000 Penalty: 4520.131836
	Iteration 49Q: 3 clusters Score -835983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -835983.687500 Penalty: 4520.131836
	Iteration 50Q: 3 clusters Score -835983.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -835986.250000 Penalty: 4520.131836
	Iteration 51Q: 3 clusters Score -835986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -835987.375000 Penalty: 4520.131836
	Iteration 52Q: 3 clusters Score -835987.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -835987.375000 Penalty: 4520.131836
	Iteration 53F: 3 clusters Score -835987.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Entering Unmasked Estep 
Score: -2577731.000000 Penalty: 2527.068848
	Iteration 0F: 2 clusters Score -2577731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2559513.250000 Penalty: 5054.137695
	Iteration 0F: 3 clusters Score -2559513 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2565924.250000 Penalty: 5054.137695
	Iteration 1F: 3 clusters Score -2565924 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2566363.500000 Penalty: 5054.137695
	Iteration 2Q: 3 clusters Score -2566364 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2566743.250000 Penalty: 5054.137695
	Iteration 3Q: 3 clusters Score -2566743 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2567097.000000 Penalty: 5054.137695
	Iteration 4Q: 3 clusters Score -2567097 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2567512.000000 Penalty: 5054.137695
	Iteration 5Q: 3 clusters Score -2567512 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2568009.250000 Penalty: 5054.137695
	Iteration 6Q: 3 clusters Score -2568009 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2568648.500000 Penalty: 5054.137695
	Iteration 7Q: 3 clusters Score -2568648 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2569521.500000 Penalty: 5054.137695
	Iteration 8Q: 3 clusters Score -2569522 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2570736.750000 Penalty: 5054.137695
	Iteration 9F: 3 clusters Score -2570737 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2572235.500000 Penalty: 5054.137695
	Iteration 10F: 3 clusters Score -2572236 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2573738.750000 Penalty: 5054.137695
	Iteration 11F: 3 clusters Score -2573739 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2574706.000000 Penalty: 5054.137695
	Iteration 12Q: 3 clusters Score -2574706 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2575144.500000 Penalty: 5054.137695
	Iteration 13Q: 3 clusters Score -2575144 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2575319.250000 Penalty: 5054.137695
	Iteration 14Q: 3 clusters Score -2575319 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2575447.250000 Penalty: 5054.137695
	Iteration 15Q: 3 clusters Score -2575447 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2575484.500000 Penalty: 5054.137695
	Iteration 16Q: 3 clusters Score -2575484 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2575532.000000 Penalty: 5054.137695
	Iteration 17Q: 3 clusters Score -2575532 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2575541.500000 Penalty: 5054.137695
	Iteration 18Q: 3 clusters Score -2575542 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2575552.250000 Penalty: 5054.137695
	Iteration 19Q: 3 clusters Score -2575552 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2575558.000000 Penalty: 5054.137695
	Iteration 20F: 3 clusters Score -2575558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2575571.000000 Penalty: 5054.137695
	Iteration 21Q: 3 clusters Score -2575571 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2575577.750000 Penalty: 5054.137695
	Iteration 22Q: 3 clusters Score -2575578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2575584.250000 Penalty: 5054.137695
	Iteration 23Q: 3 clusters Score -2575584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2575594.750000 Penalty: 5054.137695
	Iteration 24Q: 3 clusters Score -2575595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2575592.250000 Penalty: 5054.137695
	Iteration 25Q: 3 clusters Score -2575592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2575593.750000 Penalty: 5054.137695
	Iteration 26Q: 3 clusters Score -2575594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2575603.500000 Penalty: 5054.137695
	Iteration 27Q: 3 clusters Score -2575604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2575596.250000 Penalty: 5054.137695
	Iteration 28Q: 3 clusters Score -2575596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2575594.750000 Penalty: 5054.137695
	Iteration 29Q: 3 clusters Score -2575595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2575595.750000 Penalty: 5054.137695
	Iteration 30Q: 3 clusters Score -2575596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2575596.250000 Penalty: 5054.137695
	Iteration 31Q: 3 clusters Score -2575596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2575594.500000 Penalty: 5054.137695
	Iteration 32Q: 3 clusters Score -2575594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2575595.750000 Penalty: 5054.137695
	Iteration 33Q: 3 clusters Score -2575596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2575597.250000 Penalty: 5054.137695
	Iteration 34Q: 3 clusters Score -2575597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2575598.750000 Penalty: 5054.137695
	Iteration 35Q: 3 clusters Score -2575599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2575598.750000 Penalty: 5054.137695
	Iteration 36F: 3 clusters Score -2575599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (309622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309622 members 
Entering Unmasked Estep 
Score: -30310938.000000 Penalty: 3135.490723
	Iteration 0F: 2 clusters Score -3.031094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154043 members 
Mstep: Class 2 contains 155579 members 
Entering Unmasked Estep 
Score: -30114214.000000 Penalty: 6270.981445
	Iteration 0F: 3 clusters Score -3.011421e+07 nChanged 149262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137649 members 
Mstep: Class 2 contains 171973 members 
Entering Unmasked Estep 
Score: -30204350.000000 Penalty: 6270.981445
	Iteration 1F: 3 clusters Score -3.020435e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127555 members 
Mstep: Class 2 contains 182067 members 
Entering Unmasked Estep 
Score: -30208358.000000 Penalty: 6270.981445
	Iteration 2Q: 3 clusters Score -3.020836e+07 nChanged 15600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112787 members 
Mstep: Class 2 contains 196835 members 
Entering Unmasked Estep 
Score: -30214558.000000 Penalty: 6270.981445
	Iteration 3F: 3 clusters Score -3.021456e+07 nChanged 20821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92532 members 
Mstep: Class 2 contains 217090 members 
Entering Unmasked Estep 
Score: -30225372.000000 Penalty: 6270.981445
	Iteration 4F: 3 clusters Score -3.022537e+07 nChanged 24941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67887 members 
Mstep: Class 2 contains 241735 members 
Entering Unmasked Estep 
Score: -30242732.000000 Penalty: 6270.981445
	Iteration 5F: 3 clusters Score -3.024273e+07 nChanged 24598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 266219 members 
Entering Unmasked Estep 
Score: -30263060.000000 Penalty: 6270.981445
	Iteration 6F: 3 clusters Score -3.026306e+07 nChanged 19224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 285395 members 
Entering Unmasked Estep 
Score: -30281394.000000 Penalty: 6270.981445
	Iteration 7F: 3 clusters Score -3.028139e+07 nChanged 12126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 297511 members 
Entering Unmasked Estep 
Score: -30294318.000000 Penalty: 6270.981445
	Iteration 8Q: 3 clusters Score -3.029432e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 304098 members 
Entering Unmasked Estep 
Score: -30301634.000000 Penalty: 6270.981445
	Iteration 9Q: 3 clusters Score -3.030163e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 307225 members 
Entering Unmasked Estep 
Score: -30305406.000000 Penalty: 6270.981445
	Iteration 10Q: 3 clusters Score -3.030541e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 308440 members 
Entering Unmasked Estep 
Score: -30306974.000000 Penalty: 6270.981445
	Iteration 11Q: 3 clusters Score -3.030697e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 308891 members 
Entering Unmasked Estep 
Score: -30307580.000000 Penalty: 6270.981445
	Iteration 12Q: 3 clusters Score -3.030758e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 309040 members 
Entering Unmasked Estep 
Score: -30307778.000000 Penalty: 6270.981445
	Iteration 13Q: 3 clusters Score -3.030778e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 309088 members 
Entering Unmasked Estep 
Score: -30307912.000000 Penalty: 6270.981445
	Iteration 14Q: 3 clusters Score -3.030791e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 309115 members 
Entering Unmasked Estep 
Score: -30307988.000000 Penalty: 6270.981445
	Iteration 15Q: 3 clusters Score -3.030799e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 309127 members 
Entering Unmasked Estep 
Score: -30308042.000000 Penalty: 6270.981445
	Iteration 16Q: 3 clusters Score -3.030804e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 309136 members 
Entering Unmasked Estep 
Score: -30308060.000000 Penalty: 6270.981445
	Iteration 17Q: 3 clusters Score -3.030806e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 309142 members 
Entering Unmasked Estep 
Score: -30308086.000000 Penalty: 6270.981445
	Iteration 18Q: 3 clusters Score -3.030809e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 309152 members 
Entering Unmasked Estep 
Score: -30308084.000000 Penalty: 6270.981445
	Iteration 19Q: 3 clusters Score -3.030808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 309155 members 
Entering Unmasked Estep 
Score: -30308092.000000 Penalty: 6270.981445
	Iteration 20F: 3 clusters Score -3.030809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 309153 members 
Entering Unmasked Estep 
Score: -30308090.000000 Penalty: 6270.981445
	Iteration 21Q: 3 clusters Score -3.030809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 309159 members 
Entering Unmasked Estep 
Score: -30308098.000000 Penalty: 6270.981445
	Iteration 22Q: 3 clusters Score -3.03081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 309162 members 
Entering Unmasked Estep 
Score: -30308096.000000 Penalty: 6270.981445
	Iteration 23Q: 3 clusters Score -3.03081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 309161 members 
Entering Unmasked Estep 
Score: -30308120.000000 Penalty: 6270.981445
	Iteration 24Q: 3 clusters Score -3.030812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 309160 members 
Entering Unmasked Estep 
Score: -30308116.000000 Penalty: 6270.981445
	Iteration 25Q: 3 clusters Score -3.030812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 309163 members 
Entering Unmasked Estep 
Score: -30308118.000000 Penalty: 6270.981445
	Iteration 26Q: 3 clusters Score -3.030812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 309165 members 
Entering Unmasked Estep 
Score: -30308126.000000 Penalty: 6270.981445
	Iteration 27Q: 3 clusters Score -3.030813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 309166 members 
Entering Unmasked Estep 
Score: -30308146.000000 Penalty: 6270.981445
	Iteration 28Q: 3 clusters Score -3.030815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 309167 members 
Entering Unmasked Estep 
Score: -30308144.000000 Penalty: 6270.981445
	Iteration 29Q: 3 clusters Score -3.030814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 309168 members 
Entering Unmasked Estep 
Score: -30308144.000000 Penalty: 6270.981445
	Iteration 30Q: 3 clusters Score -3.030814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 309167 members 
Entering Unmasked Estep 
Score: -30308148.000000 Penalty: 6270.981445
	Iteration 31Q: 3 clusters Score -3.030815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 309167 members 
Entering Unmasked Estep 
Score: -30308148.000000 Penalty: 6270.981445
	Iteration 32F: 3 clusters Score -3.030815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -479837.406250 Penalty: 2121.465576
	Iteration 0F: 2 clusters Score -479837.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -475226.343750 Penalty: 4242.931152
	Iteration 0F: 3 clusters Score -475226.3 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -476295.468750 Penalty: 4242.931152
	Iteration 1F: 3 clusters Score -476295.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -476506.531250 Penalty: 4242.931152
	Iteration 2F: 3 clusters Score -476506.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -476623.343750 Penalty: 4242.931152
	Iteration 3Q: 3 clusters Score -476623.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -476705.125000 Penalty: 4242.931152
	Iteration 4Q: 3 clusters Score -476705.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -476768.687500 Penalty: 4242.931152
	Iteration 5Q: 3 clusters Score -476768.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -476814.812500 Penalty: 4242.931152
	Iteration 6Q: 3 clusters Score -476814.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -476846.031250 Penalty: 4242.931152
	Iteration 7Q: 3 clusters Score -476846 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -476874.375000 Penalty: 4242.931152
	Iteration 8Q: 3 clusters Score -476874.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -476900.562500 Penalty: 4242.931152
	Iteration 9Q: 3 clusters Score -476900.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -476926.093750 Penalty: 4242.931152
	Iteration 10Q: 3 clusters Score -476926.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -476942.906250 Penalty: 4242.931152
	Iteration 11Q: 3 clusters Score -476942.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -476958.500000 Penalty: 4242.931152
	Iteration 12Q: 3 clusters Score -476958.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -476969.343750 Penalty: 4242.931152
	Iteration 13Q: 3 clusters Score -476969.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -476977.031250 Penalty: 4242.931152
	Iteration 14Q: 3 clusters Score -476977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -476981.718750 Penalty: 4242.931152
	Iteration 15Q: 3 clusters Score -476981.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -476988.250000 Penalty: 4242.931152
	Iteration 16Q: 3 clusters Score -476988.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -476995.281250 Penalty: 4242.931152
	Iteration 17Q: 3 clusters Score -476995.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -477005.656250 Penalty: 4242.931152
	Iteration 18Q: 3 clusters Score -477005.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -477015.656250 Penalty: 4242.931152
	Iteration 19Q: 3 clusters Score -477015.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -477023.312500 Penalty: 4242.931152
	Iteration 20F: 3 clusters Score -477023.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -477027.687500 Penalty: 4242.931152
	Iteration 21Q: 3 clusters Score -477027.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -477033.687500 Penalty: 4242.931152
	Iteration 22Q: 3 clusters Score -477033.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -477036.656250 Penalty: 4242.931152
	Iteration 23Q: 3 clusters Score -477036.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -477037.562500 Penalty: 4242.931152
	Iteration 24Q: 3 clusters Score -477037.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -477038.843750 Penalty: 4242.931152
	Iteration 25Q: 3 clusters Score -477038.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -477041.062500 Penalty: 4242.931152
	Iteration 26Q: 3 clusters Score -477041.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -477042.093750 Penalty: 4242.931152
	Iteration 27Q: 3 clusters Score -477042.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -477043.000000 Penalty: 4242.931152
	Iteration 28Q: 3 clusters Score -477043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -477043.906250 Penalty: 4242.931152
	Iteration 29Q: 3 clusters Score -477043.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -477043.906250 Penalty: 4242.931152
	Iteration 30F: 3 clusters Score -477043.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Entering Unmasked Estep 
Score: -2181230.250000 Penalty: 2505.400391
	Iteration 0F: 2 clusters Score -2181230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2164397.250000 Penalty: 5010.800781
	Iteration 0F: 3 clusters Score -2164397 nChanged 10845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2170370.500000 Penalty: 5010.800781
	Iteration 1F: 3 clusters Score -2170370 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2170961.750000 Penalty: 5010.800781
	Iteration 2F: 3 clusters Score -2170962 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2171543.000000 Penalty: 5010.800781
	Iteration 3F: 3 clusters Score -2171543 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2172164.500000 Penalty: 5010.800781
	Iteration 4F: 3 clusters Score -2172164 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2172819.500000 Penalty: 5010.800781
	Iteration 5F: 3 clusters Score -2172820 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2173535.000000 Penalty: 5010.800781
	Iteration 6Q: 3 clusters Score -2173535 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2174317.500000 Penalty: 5010.800781
	Iteration 7F: 3 clusters Score -2174318 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2174993.250000 Penalty: 5010.800781
	Iteration 8Q: 3 clusters Score -2174993 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2175704.000000 Penalty: 5010.800781
	Iteration 9Q: 3 clusters Score -2175704 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2176358.250000 Penalty: 5010.800781
	Iteration 10Q: 3 clusters Score -2176358 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2176953.750000 Penalty: 5010.800781
	Iteration 11Q: 3 clusters Score -2176954 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2177429.750000 Penalty: 5010.800781
	Iteration 12Q: 3 clusters Score -2177430 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2177807.000000 Penalty: 5010.800781
	Iteration 13Q: 3 clusters Score -2177807 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2178116.750000 Penalty: 5010.800781
	Iteration 14Q: 3 clusters Score -2178117 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2178354.500000 Penalty: 5010.800781
	Iteration 15Q: 3 clusters Score -2178354 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2178537.250000 Penalty: 5010.800781
	Iteration 16Q: 3 clusters Score -2178537 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2178699.000000 Penalty: 5010.800781
	Iteration 17Q: 3 clusters Score -2178699 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2178840.000000 Penalty: 5010.800781
	Iteration 18Q: 3 clusters Score -2178840 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2178953.500000 Penalty: 5010.800781
	Iteration 19Q: 3 clusters Score -2178954 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2179099.000000 Penalty: 5010.800781
	Iteration 20F: 3 clusters Score -2179099 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2179196.750000 Penalty: 5010.800781
	Iteration 21Q: 3 clusters Score -2179197 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2179284.000000 Penalty: 5010.800781
	Iteration 22Q: 3 clusters Score -2179284 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2179363.750000 Penalty: 5010.800781
	Iteration 23Q: 3 clusters Score -2179364 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2179423.000000 Penalty: 5010.800781
	Iteration 24Q: 3 clusters Score -2179423 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2179448.000000 Penalty: 5010.800781
	Iteration 25Q: 3 clusters Score -2179448 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2179482.750000 Penalty: 5010.800781
	Iteration 26Q: 3 clusters Score -2179483 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2179510.250000 Penalty: 5010.800781
	Iteration 27Q: 3 clusters Score -2179510 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2179533.750000 Penalty: 5010.800781
	Iteration 28Q: 3 clusters Score -2179534 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2179565.500000 Penalty: 5010.800781
	Iteration 29Q: 3 clusters Score -2179566 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2179617.000000 Penalty: 5010.800781
	Iteration 30Q: 3 clusters Score -2179617 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2179708.750000 Penalty: 5010.800781
	Iteration 31Q: 3 clusters Score -2179709 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2179876.250000 Penalty: 5010.800781
	Iteration 32Q: 3 clusters Score -2179876 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2180076.750000 Penalty: 5010.800781
	Iteration 33Q: 3 clusters Score -2180077 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2180162.000000 Penalty: 5010.800781
	Iteration 34Q: 3 clusters Score -2180162 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2180205.500000 Penalty: 5010.800781
	Iteration 35Q: 3 clusters Score -2180206 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2180235.250000 Penalty: 5010.800781
	Iteration 36Q: 3 clusters Score -2180235 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2180256.500000 Penalty: 5010.800781
	Iteration 37Q: 3 clusters Score -2180256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2180268.750000 Penalty: 5010.800781
	Iteration 38Q: 3 clusters Score -2180269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2180277.250000 Penalty: 5010.800781
	Iteration 39Q: 3 clusters Score -2180277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2180279.000000 Penalty: 5010.800781
	Iteration 40F: 3 clusters Score -2180279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2180280.750000 Penalty: 5010.800781
	Iteration 41Q: 3 clusters Score -2180281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2180289.000000 Penalty: 5010.800781
	Iteration 42Q: 3 clusters Score -2180289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2180290.750000 Penalty: 5010.800781
	Iteration 43Q: 3 clusters Score -2180291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2180297.250000 Penalty: 5010.800781
	Iteration 44Q: 3 clusters Score -2180297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2180297.500000 Penalty: 5010.800781
	Iteration 45Q: 3 clusters Score -2180298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2180298.250000 Penalty: 5010.800781
	Iteration 46Q: 3 clusters Score -2180298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2180303.000000 Penalty: 5010.800781
	Iteration 47Q: 3 clusters Score -2180303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2180300.500000 Penalty: 5010.800781
	Iteration 48Q: 3 clusters Score -2180300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2180304.500000 Penalty: 5010.800781
	Iteration 49Q: 3 clusters Score -2180304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2180300.500000 Penalty: 5010.800781
	Iteration 50Q: 3 clusters Score -2180300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2180302.500000 Penalty: 5010.800781
	Iteration 51Q: 3 clusters Score -2180302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2180302.000000 Penalty: 5010.800781
	Iteration 52Q: 3 clusters Score -2180302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2180302.000000 Penalty: 5010.800781
	Iteration 53Q: 3 clusters Score -2180302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2180300.500000 Penalty: 5010.800781
	Iteration 54Q: 3 clusters Score -2180300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2180302.000000 Penalty: 5010.800781
	Iteration 55Q: 3 clusters Score -2180302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2180302.000000 Penalty: 5010.800781
	Iteration 56F: 3 clusters Score -2180302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (223949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223949 members 
Entering Unmasked Estep 
Score: -22018944.000000 Penalty: 3055.155029
	Iteration 0F: 2 clusters Score -2.201894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111651 members 
Mstep: Class 2 contains 112298 members 
Entering Unmasked Estep 
Score: -21870068.000000 Penalty: 6110.310059
	Iteration 0F: 3 clusters Score -2.187007e+07 nChanged 108136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108841 members 
Mstep: Class 2 contains 115108 members 
Entering Unmasked Estep 
Score: -21934416.000000 Penalty: 6110.310059
	Iteration 1F: 3 clusters Score -2.193442e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107621 members 
Mstep: Class 2 contains 116328 members 
Entering Unmasked Estep 
Score: -21935844.000000 Penalty: 6110.310059
	Iteration 2Q: 3 clusters Score -2.193584e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105866 members 
Mstep: Class 2 contains 118083 members 
Entering Unmasked Estep 
Score: -21937924.000000 Penalty: 6110.310059
	Iteration 3Q: 3 clusters Score -2.193792e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103350 members 
Mstep: Class 2 contains 120599 members 
Entering Unmasked Estep 
Score: -21940914.000000 Penalty: 6110.310059
	Iteration 4Q: 3 clusters Score -2.194091e+07 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99805 members 
Mstep: Class 2 contains 124144 members 
Entering Unmasked Estep 
Score: -21945214.000000 Penalty: 6110.310059
	Iteration 5Q: 3 clusters Score -2.194521e+07 nChanged 11024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94963 members 
Mstep: Class 2 contains 128986 members 
Entering Unmasked Estep 
Score: -21950726.000000 Penalty: 6110.310059
	Iteration 6Q: 3 clusters Score -2.195073e+07 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88413 members 
Mstep: Class 2 contains 135536 members 
Entering Unmasked Estep 
Score: -21957590.000000 Penalty: 6110.310059
	Iteration 7F: 3 clusters Score -2.195759e+07 nChanged 12343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79846 members 
Mstep: Class 2 contains 144103 members 
Entering Unmasked Estep 
Score: -21965458.000000 Penalty: 6110.310059
	Iteration 8F: 3 clusters Score -2.196546e+07 nChanged 12466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 154401 members 
Entering Unmasked Estep 
Score: -21973614.000000 Penalty: 6110.310059
	Iteration 9F: 3 clusters Score -2.197361e+07 nChanged 12518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58060 members 
Mstep: Class 2 contains 165889 members 
Entering Unmasked Estep 
Score: -21981752.000000 Penalty: 6110.310059
	Iteration 10F: 3 clusters Score -2.198175e+07 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 177872 members 
Entering Unmasked Estep 
Score: -21989810.000000 Penalty: 6110.310059
	Iteration 11F: 3 clusters Score -2.198981e+07 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 189427 members 
Entering Unmasked Estep 
Score: -21997262.000000 Penalty: 6110.310059
	Iteration 12F: 3 clusters Score -2.199726e+07 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 199495 members 
Entering Unmasked Estep 
Score: -22003446.000000 Penalty: 6110.310059
	Iteration 13Q: 3 clusters Score -2.200345e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 207442 members 
Entering Unmasked Estep 
Score: -22008084.000000 Penalty: 6110.310059
	Iteration 14Q: 3 clusters Score -2.200808e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 213107 members 
Entering Unmasked Estep 
Score: -22011220.000000 Penalty: 6110.310059
	Iteration 15Q: 3 clusters Score -2.201122e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 216805 members 
Entering Unmasked Estep 
Score: -22013132.000000 Penalty: 6110.310059
	Iteration 16Q: 3 clusters Score -2.201313e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 219085 members 
Entering Unmasked Estep 
Score: -22014312.000000 Penalty: 6110.310059
	Iteration 17Q: 3 clusters Score -2.201431e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 220548 members 
Entering Unmasked Estep 
Score: -22015118.000000 Penalty: 6110.310059
	Iteration 18Q: 3 clusters Score -2.201512e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 221394 members 
Entering Unmasked Estep 
Score: -22015520.000000 Penalty: 6110.310059
	Iteration 19Q: 3 clusters Score -2.201552e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 221938 members 
Entering Unmasked Estep 
Score: -22015772.000000 Penalty: 6110.310059
	Iteration 20F: 3 clusters Score -2.201577e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 222280 members 
Entering Unmasked Estep 
Score: -22016002.000000 Penalty: 6110.310059
	Iteration 21Q: 3 clusters Score -2.2016e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 222474 members 
Entering Unmasked Estep 
Score: -22016152.000000 Penalty: 6110.310059
	Iteration 22Q: 3 clusters Score -2.201615e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 222630 members 
Entering Unmasked Estep 
Score: -22016208.000000 Penalty: 6110.310059
	Iteration 23Q: 3 clusters Score -2.201621e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 222736 members 
Entering Unmasked Estep 
Score: -22016238.000000 Penalty: 6110.310059
	Iteration 24Q: 3 clusters Score -2.201624e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 222809 members 
Entering Unmasked Estep 
Score: -22016282.000000 Penalty: 6110.310059
	Iteration 25Q: 3 clusters Score -2.201628e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 222861 members 
Entering Unmasked Estep 
Score: -22016362.000000 Penalty: 6110.310059
	Iteration 26Q: 3 clusters Score -2.201636e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 222901 members 
Entering Unmasked Estep 
Score: -22016386.000000 Penalty: 6110.310059
	Iteration 27Q: 3 clusters Score -2.201639e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 222936 members 
Entering Unmasked Estep 
Score: -22016422.000000 Penalty: 6110.310059
	Iteration 28Q: 3 clusters Score -2.201642e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 222958 members 
Entering Unmasked Estep 
Score: -22016434.000000 Penalty: 6110.310059
	Iteration 29Q: 3 clusters Score -2.201643e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 222970 members 
Entering Unmasked Estep 
Score: -22016440.000000 Penalty: 6110.310059
	Iteration 30Q: 3 clusters Score -2.201644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 222984 members 
Entering Unmasked Estep 
Score: -22016454.000000 Penalty: 6110.310059
	Iteration 31Q: 3 clusters Score -2.201645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 222992 members 
Entering Unmasked Estep 
Score: -22016454.000000 Penalty: 6110.310059
	Iteration 32Q: 3 clusters Score -2.201645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 222997 members 
Entering Unmasked Estep 
Score: -22016452.000000 Penalty: 6110.310059
	Iteration 33Q: 3 clusters Score -2.201645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 223004 members 
Entering Unmasked Estep 
Score: -22016460.000000 Penalty: 6110.310059
	Iteration 34Q: 3 clusters Score -2.201646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 223011 members 
Entering Unmasked Estep 
Score: -22016468.000000 Penalty: 6110.310059
	Iteration 35Q: 3 clusters Score -2.201647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 223022 members 
Entering Unmasked Estep 
Score: -22016476.000000 Penalty: 6110.310059
	Iteration 36Q: 3 clusters Score -2.201648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 223035 members 
Entering Unmasked Estep 
Score: -22016486.000000 Penalty: 6110.310059
	Iteration 37Q: 3 clusters Score -2.201649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 223044 members 
Entering Unmasked Estep 
Score: -22016484.000000 Penalty: 6110.310059
	Iteration 38Q: 3 clusters Score -2.201648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 223046 members 
Entering Unmasked Estep 
Score: -22016484.000000 Penalty: 6110.310059
	Iteration 39Q: 3 clusters Score -2.201648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 223053 members 
Entering Unmasked Estep 
Score: -22016508.000000 Penalty: 6110.310059
	Iteration 40F: 3 clusters Score -2.201651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 223060 members 
Entering Unmasked Estep 
Score: -22016502.000000 Penalty: 6110.310059
	Iteration 41Q: 3 clusters Score -2.20165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 223070 members 
Entering Unmasked Estep 
Score: -22016506.000000 Penalty: 6110.310059
	Iteration 42Q: 3 clusters Score -2.201651e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 223083 members 
Entering Unmasked Estep 
Score: -22016524.000000 Penalty: 6110.310059
	Iteration 43Q: 3 clusters Score -2.201652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 223087 members 
Entering Unmasked Estep 
Score: -22016524.000000 Penalty: 6110.310059
	Iteration 44Q: 3 clusters Score -2.201652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 223091 members 
Entering Unmasked Estep 
Score: -22016540.000000 Penalty: 6110.310059
	Iteration 45Q: 3 clusters Score -2.201654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 223097 members 
Entering Unmasked Estep 
Score: -22016524.000000 Penalty: 6110.310059
	Iteration 46Q: 3 clusters Score -2.201652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 223099 members 
Entering Unmasked Estep 
Score: -22016524.000000 Penalty: 6110.310059
	Iteration 47Q: 3 clusters Score -2.201652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 223099 members 
Entering Unmasked Estep 
Score: -22016528.000000 Penalty: 6110.310059
	Iteration 48Q: 3 clusters Score -2.201653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 223099 members 
Entering Unmasked Estep 
Score: -22016528.000000 Penalty: 6110.310059
	Iteration 49F: 3 clusters Score -2.201653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Entering Unmasked Estep 
Score: -1018502.000000 Penalty: 2292.048096
	Iteration 0F: 2 clusters Score -1018502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1010620.500000 Penalty: 4584.096191
	Iteration 0F: 3 clusters Score -1010620 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1012781.750000 Penalty: 4584.096191
	Iteration 1F: 3 clusters Score -1012782 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1013106.875000 Penalty: 4584.096191
	Iteration 2F: 3 clusters Score -1013107 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1013364.937500 Penalty: 4584.096191
	Iteration 3F: 3 clusters Score -1013365 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1013553.500000 Penalty: 4584.096191
	Iteration 4Q: 3 clusters Score -1013554 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1013693.375000 Penalty: 4584.096191
	Iteration 5Q: 3 clusters Score -1013693 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1013795.875000 Penalty: 4584.096191
	Iteration 6Q: 3 clusters Score -1013796 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1013879.062500 Penalty: 4584.096191
	Iteration 7Q: 3 clusters Score -1013879 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1013955.437500 Penalty: 4584.096191
	Iteration 8Q: 3 clusters Score -1013955 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1014028.562500 Penalty: 4584.096191
	Iteration 9Q: 3 clusters Score -1014029 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1014104.125000 Penalty: 4584.096191
	Iteration 10Q: 3 clusters Score -1014104 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1014185.750000 Penalty: 4584.096191
	Iteration 11Q: 3 clusters Score -1014186 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1014276.000000 Penalty: 4584.096191
	Iteration 12Q: 3 clusters Score -1014276 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1014373.437500 Penalty: 4584.096191
	Iteration 13Q: 3 clusters Score -1014373 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1014461.250000 Penalty: 4584.096191
	Iteration 14Q: 3 clusters Score -1014461 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1014557.062500 Penalty: 4584.096191
	Iteration 15Q: 3 clusters Score -1014557 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1014680.625000 Penalty: 4584.096191
	Iteration 16Q: 3 clusters Score -1014681 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1014833.187500 Penalty: 4584.096191
	Iteration 17Q: 3 clusters Score -1014833 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1015023.812500 Penalty: 4584.096191
	Iteration 18Q: 3 clusters Score -1015024 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1015215.687500 Penalty: 4584.096191
	Iteration 19Q: 3 clusters Score -1015216 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1015416.562500 Penalty: 4584.096191
	Iteration 20F: 3 clusters Score -1015417 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1015595.937500 Penalty: 4584.096191
	Iteration 21Q: 3 clusters Score -1015596 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1015750.000000 Penalty: 4584.096191
	Iteration 22Q: 3 clusters Score -1015750 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1015889.437500 Penalty: 4584.096191
	Iteration 23Q: 3 clusters Score -1015889 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1015992.937500 Penalty: 4584.096191
	Iteration 24Q: 3 clusters Score -1015993 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1016077.187500 Penalty: 4584.096191
	Iteration 25Q: 3 clusters Score -1016077 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1016138.937500 Penalty: 4584.096191
	Iteration 26Q: 3 clusters Score -1016139 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1016191.062500 Penalty: 4584.096191
	Iteration 27Q: 3 clusters Score -1016191 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1016242.125000 Penalty: 4584.096191
	Iteration 28Q: 3 clusters Score -1016242 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1016278.625000 Penalty: 4584.096191
	Iteration 29Q: 3 clusters Score -1016279 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1016316.750000 Penalty: 4584.096191
	Iteration 30Q: 3 clusters Score -1016317 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1016344.062500 Penalty: 4584.096191
	Iteration 31Q: 3 clusters Score -1016344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1016364.750000 Penalty: 4584.096191
	Iteration 32Q: 3 clusters Score -1016365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1016378.562500 Penalty: 4584.096191
	Iteration 33Q: 3 clusters Score -1016379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1016389.625000 Penalty: 4584.096191
	Iteration 34Q: 3 clusters Score -1016390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1016399.062500 Penalty: 4584.096191
	Iteration 35Q: 3 clusters Score -1016399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1016411.437500 Penalty: 4584.096191
	Iteration 36Q: 3 clusters Score -1016411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1016422.500000 Penalty: 4584.096191
	Iteration 37Q: 3 clusters Score -1016422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1016428.625000 Penalty: 4584.096191
	Iteration 38Q: 3 clusters Score -1016429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1016438.750000 Penalty: 4584.096191
	Iteration 39Q: 3 clusters Score -1016439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1016450.125000 Penalty: 4584.096191
	Iteration 40F: 3 clusters Score -1016450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1016464.375000 Penalty: 4584.096191
	Iteration 41Q: 3 clusters Score -1016464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1016471.937500 Penalty: 4584.096191
	Iteration 42Q: 3 clusters Score -1016472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1016477.250000 Penalty: 4584.096191
	Iteration 43Q: 3 clusters Score -1016477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1016477.000000 Penalty: 4584.096191
	Iteration 44Q: 3 clusters Score -1016477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1016480.937500 Penalty: 4584.096191
	Iteration 45Q: 3 clusters Score -1016481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1016487.500000 Penalty: 4584.096191
	Iteration 46Q: 3 clusters Score -1016488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1016490.937500 Penalty: 4584.096191
	Iteration 47Q: 3 clusters Score -1016491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1016495.562500 Penalty: 4584.096191
	Iteration 48Q: 3 clusters Score -1016496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1016499.375000 Penalty: 4584.096191
	Iteration 49Q: 3 clusters Score -1016499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1016503.187500 Penalty: 4584.096191
	Iteration 50Q: 3 clusters Score -1016503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1016505.062500 Penalty: 4584.096191
	Iteration 51Q: 3 clusters Score -1016505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1016506.312500 Penalty: 4584.096191
	Iteration 52Q: 3 clusters Score -1016506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1016506.437500 Penalty: 4584.096191
	Iteration 53Q: 3 clusters Score -1016506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1016506.437500 Penalty: 4584.096191
	Iteration 54F: 3 clusters Score -1016506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Entering Unmasked Estep 
Score: -2186410.250000 Penalty: 2486.769775
	Iteration 0F: 2 clusters Score -2186410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2170636.000000 Penalty: 4973.539551
	Iteration 0F: 3 clusters Score -2170636 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2176081.500000 Penalty: 4973.539551
	Iteration 1F: 3 clusters Score -2176082 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2176613.500000 Penalty: 4973.539551
	Iteration 2F: 3 clusters Score -2176614 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2177141.750000 Penalty: 4973.539551
	Iteration 3F: 3 clusters Score -2177142 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2177717.000000 Penalty: 4973.539551
	Iteration 4Q: 3 clusters Score -2177717 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2178329.750000 Penalty: 4973.539551
	Iteration 5Q: 3 clusters Score -2178330 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2178945.500000 Penalty: 4973.539551
	Iteration 6Q: 3 clusters Score -2178946 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2179553.500000 Penalty: 4973.539551
	Iteration 7Q: 3 clusters Score -2179554 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2180120.000000 Penalty: 4973.539551
	Iteration 8Q: 3 clusters Score -2180120 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2180651.500000 Penalty: 4973.539551
	Iteration 9Q: 3 clusters Score -2180652 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2181146.250000 Penalty: 4973.539551
	Iteration 10Q: 3 clusters Score -2181146 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2181545.250000 Penalty: 4973.539551
	Iteration 11Q: 3 clusters Score -2181545 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2181851.500000 Penalty: 4973.539551
	Iteration 12Q: 3 clusters Score -2181852 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2182063.250000 Penalty: 4973.539551
	Iteration 13Q: 3 clusters Score -2182063 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2182219.000000 Penalty: 4973.539551
	Iteration 14Q: 3 clusters Score -2182219 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2182338.000000 Penalty: 4973.539551
	Iteration 15Q: 3 clusters Score -2182338 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2182434.000000 Penalty: 4973.539551
	Iteration 16Q: 3 clusters Score -2182434 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2182547.250000 Penalty: 4973.539551
	Iteration 17Q: 3 clusters Score -2182547 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2182683.750000 Penalty: 4973.539551
	Iteration 18Q: 3 clusters Score -2182684 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2182843.500000 Penalty: 4973.539551
	Iteration 19Q: 3 clusters Score -2182844 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2183067.000000 Penalty: 4973.539551
	Iteration 20F: 3 clusters Score -2183067 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2183383.750000 Penalty: 4973.539551
	Iteration 21Q: 3 clusters Score -2183384 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2183730.000000 Penalty: 4973.539551
	Iteration 22Q: 3 clusters Score -2183730 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2184102.500000 Penalty: 4973.539551
	Iteration 23Q: 3 clusters Score -2184102 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2184492.500000 Penalty: 4973.539551
	Iteration 24Q: 3 clusters Score -2184492 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2184879.750000 Penalty: 4973.539551
	Iteration 25Q: 3 clusters Score -2184880 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2185180.000000 Penalty: 4973.539551
	Iteration 26Q: 3 clusters Score -2185180 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2185389.750000 Penalty: 4973.539551
	Iteration 27Q: 3 clusters Score -2185390 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2185485.750000 Penalty: 4973.539551
	Iteration 28Q: 3 clusters Score -2185486 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2185550.500000 Penalty: 4973.539551
	Iteration 29Q: 3 clusters Score -2185550 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2185569.000000 Penalty: 4973.539551
	Iteration 30Q: 3 clusters Score -2185569 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2185592.000000 Penalty: 4973.539551
	Iteration 31Q: 3 clusters Score -2185592 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2185610.500000 Penalty: 4973.539551
	Iteration 32Q: 3 clusters Score -2185610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2185616.500000 Penalty: 4973.539551
	Iteration 33Q: 3 clusters Score -2185616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2185623.000000 Penalty: 4973.539551
	Iteration 34Q: 3 clusters Score -2185623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2185627.500000 Penalty: 4973.539551
	Iteration 35Q: 3 clusters Score -2185628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2185633.500000 Penalty: 4973.539551
	Iteration 36Q: 3 clusters Score -2185634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2185635.000000 Penalty: 4973.539551
	Iteration 37Q: 3 clusters Score -2185635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2185632.000000 Penalty: 4973.539551
	Iteration 38Q: 3 clusters Score -2185632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2185633.000000 Penalty: 4973.539551
	Iteration 39Q: 3 clusters Score -2185633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2185635.250000 Penalty: 4973.539551
	Iteration 40F: 3 clusters Score -2185635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2185638.250000 Penalty: 4973.539551
	Iteration 41Q: 3 clusters Score -2185638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2185639.250000 Penalty: 4973.539551
	Iteration 42Q: 3 clusters Score -2185639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2185639.250000 Penalty: 4973.539551
	Iteration 43F: 3 clusters Score -2185639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -1917702.250000 Penalty: 2461.170410
	Iteration 0F: 2 clusters Score -1917702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1903320.500000 Penalty: 4922.340820
	Iteration 0F: 3 clusters Score -1903320 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1908479.500000 Penalty: 4922.340820
	Iteration 1F: 3 clusters Score -1908480 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1909733.875000 Penalty: 4922.340820
	Iteration 2F: 3 clusters Score -1909734 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1911039.750000 Penalty: 4922.340820
	Iteration 3F: 3 clusters Score -1911040 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1912365.375000 Penalty: 4922.340820
	Iteration 4F: 3 clusters Score -1912365 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1913844.000000 Penalty: 4922.340820
	Iteration 5F: 3 clusters Score -1913844 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1915254.625000 Penalty: 4922.340820
	Iteration 6F: 3 clusters Score -1915255 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1916386.250000 Penalty: 4922.340820
	Iteration 7F: 3 clusters Score -1916386 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1917279.125000 Penalty: 4922.340820
	Iteration 8F: 3 clusters Score -1917279 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1917851.875000 Penalty: 4922.340820
	Iteration 9Q: 3 clusters Score -1917852 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1918224.625000 Penalty: 4922.340820
	Iteration 10Q: 3 clusters Score -1918225 nChanged 426
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: -1918462.750000 Penalty: 4922.340820
	Iteration 11Q: 3 clusters Score -1918463 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1918632.500000 Penalty: 4922.340820
	Iteration 12Q: 3 clusters Score -1918632 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1918754.000000 Penalty: 4922.340820
	Iteration 13Q: 3 clusters Score -1918754 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1918846.875000 Penalty: 4922.340820
	Iteration 14Q: 3 clusters Score -1918847 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1918911.500000 Penalty: 4922.340820
	Iteration 15Q: 3 clusters Score -1918912 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1918959.625000 Penalty: 4922.340820
	Iteration 16Q: 3 clusters Score -1918960 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1919010.250000 Penalty: 4922.340820
	Iteration 17Q: 3 clusters Score -1919010 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1919054.250000 Penalty: 4922.340820
	Iteration 18Q: 3 clusters Score -1919054 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1919097.875000 Penalty: 4922.340820
	Iteration 19Q: 3 clusters Score -1919098 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1919155.625000 Penalty: 4922.340820
	Iteration 20F: 3 clusters Score -1919156 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1919213.625000 Penalty: 4922.340820
	Iteration 21Q: 3 clusters Score -1919214 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1919254.750000 Penalty: 4922.340820
	Iteration 22Q: 3 clusters Score -1919255 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1919296.500000 Penalty: 4922.340820
	Iteration 23Q: 3 clusters Score -1919296 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1919340.375000 Penalty: 4922.340820
	Iteration 24Q: 3 clusters Score -1919340 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1919379.750000 Penalty: 4922.340820
	Iteration 25Q: 3 clusters Score -1919380 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1919399.000000 Penalty: 4922.340820
	Iteration 26Q: 3 clusters Score -1919399 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1919421.625000 Penalty: 4922.340820
	Iteration 27Q: 3 clusters Score -1919422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1919437.000000 Penalty: 4922.340820
	Iteration 28Q: 3 clusters Score -1919437 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1919454.500000 Penalty: 4922.340820
	Iteration 29Q: 3 clusters Score -1919454 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1919476.250000 Penalty: 4922.340820
	Iteration 30Q: 3 clusters Score -1919476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1919530.000000 Penalty: 4922.340820
	Iteration 31Q: 3 clusters Score -1919530 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1919644.250000 Penalty: 4922.340820
	Iteration 32Q: 3 clusters Score -1919644 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1919958.250000 Penalty: 4922.340820
	Iteration 33Q: 3 clusters Score -1919958 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1920546.875000 Penalty: 4922.340820
	Iteration 34Q: 3 clusters Score -1920547 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1920989.000000 Penalty: 4922.340820
	Iteration 35Q: 3 clusters Score -1920989 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1921189.750000 Penalty: 4922.340820
	Iteration 36Q: 3 clusters Score -1921190 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1921243.375000 Penalty: 4922.340820
	Iteration 37Q: 3 clusters Score -1921243 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1921262.250000 Penalty: 4922.340820
	Iteration 38Q: 3 clusters Score -1921262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1921275.750000 Penalty: 4922.340820
	Iteration 39Q: 3 clusters Score -1921276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1921279.000000 Penalty: 4922.340820
	Iteration 40F: 3 clusters Score -1921279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1921285.250000 Penalty: 4922.340820
	Iteration 41Q: 3 clusters Score -1921285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1921289.750000 Penalty: 4922.340820
	Iteration 42Q: 3 clusters Score -1921290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1921284.750000 Penalty: 4922.340820
	Iteration 43Q: 3 clusters Score -1921285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1921288.750000 Penalty: 4922.340820
	Iteration 44Q: 3 clusters Score -1921289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1921288.500000 Penalty: 4922.340820
	Iteration 45Q: 3 clusters Score -1921288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1921288.500000 Penalty: 4922.340820
	Iteration 46F: 3 clusters Score -1921288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 11671 members 
Mstep: Class 3 contains 6118 members 
Mstep: Class 4 contains 221094 members 
Mstep: Class 5 contains 102624 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21280 members 
Mstep: Class 8 contains 137324 members 
Mstep: Class 9 contains 44935 members 
Mstep: Class 10 contains 10014 members 
Mstep: Class 11 contains 5510 members 
Mstep: Class 12 contains 9074 members 
Mstep: Class 13 contains 26630 members 
Mstep: Class 14 contains 309622 members 
Mstep: Class 15 contains 5189 members 
Mstep: Class 16 contains 24402 members 
Mstep: Class 17 contains 223949 members 
Mstep: Class 18 contains 10323 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 11538 members 
Mstep: Class 21 contains 228912 members 
Mstep: Class 22 contains 13192 members 
Mstep: Class 23 contains 67443 members 
Mstep: Class 24 contains 9410 members 
Mstep: Class 25 contains 4246 members 
Mstep: Class 26 contains 6285 members 
Mstep: Class 27 contains 9683 members 
Mstep: Class 28 contains 10022 members 
Mstep: Class 29 contains 11116 members 
Mstep: Class 30 contains 31573 members 
Mstep: Class 31 contains 17952 members 
Mstep: Class 32 contains 6841 members 
Mstep: Class 33 contains 8878 members 
Entering Unmasked Estep 
Score: -157689776.000000 Penalty: 117273.000000
Splitting cluster 20 changes total score from -157687056.000000 to -157689776.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (228912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228912 members 
Entering Unmasked Estep 
Score: -22532400.000000 Penalty: 3060.591064
	Iteration 0F: 2 clusters Score -2.25324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114603 members 
Mstep: Class 2 contains 114309 members 
Entering Unmasked Estep 
Score: -22378874.000000 Penalty: 6121.182129
	Iteration 0F: 3 clusters Score -2.237887e+07 nChanged 110709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115670 members 
Mstep: Class 2 contains 113242 members 
Entering Unmasked Estep 
Score: -22443696.000000 Penalty: 6121.182129
	Iteration 1F: 3 clusters Score -2.24437e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115783 members 
Mstep: Class 2 contains 113129 members 
Entering Unmasked Estep 
Score: -22444868.000000 Penalty: 6121.182129
	Iteration 2Q: 3 clusters Score -2.244487e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115927 members 
Mstep: Class 2 contains 112985 members 
Entering Unmasked Estep 
Score: -22446326.000000 Penalty: 6121.182129
	Iteration 3Q: 3 clusters Score -2.244633e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115983 members 
Mstep: Class 2 contains 112929 members 
Entering Unmasked Estep 
Score: -22448156.000000 Penalty: 6121.182129
	Iteration 4Q: 3 clusters Score -2.244816e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115985 members 
Mstep: Class 2 contains 112927 members 
Entering Unmasked Estep 
Score: -22450688.000000 Penalty: 6121.182129
	Iteration 5Q: 3 clusters Score -2.245069e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116210 members 
Mstep: Class 2 contains 112702 members 
Entering Unmasked Estep 
Score: -22454122.000000 Penalty: 6121.182129
	Iteration 6Q: 3 clusters Score -2.245412e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116831 members 
Mstep: Class 2 contains 112081 members 
Entering Unmasked Estep 
Score: -22458586.000000 Penalty: 6121.182129
	Iteration 7Q: 3 clusters Score -2.245859e+07 nChanged 11162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117981 members 
Mstep: Class 2 contains 110931 members 
Entering Unmasked Estep 
Score: -22463870.000000 Penalty: 6121.182129
	Iteration 8Q: 3 clusters Score -2.246387e+07 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119563 members 
Mstep: Class 2 contains 109349 members 
Entering Unmasked Estep 
Score: -22468584.000000 Penalty: 6121.182129
	Iteration 9Q: 3 clusters Score -2.246858e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121794 members 
Mstep: Class 2 contains 107118 members 
Entering Unmasked Estep 
Score: -22472592.000000 Penalty: 6121.182129
	Iteration 10Q: 3 clusters Score -2.247259e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124902 members 
Mstep: Class 2 contains 104010 members 
Entering Unmasked Estep 
Score: -22476358.000000 Penalty: 6121.182129
	Iteration 11Q: 3 clusters Score -2.247636e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128974 members 
Mstep: Class 2 contains 99938 members 
Entering Unmasked Estep 
Score: -22479418.000000 Penalty: 6121.182129
	Iteration 12Q: 3 clusters Score -2.247942e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133980 members 
Mstep: Class 2 contains 94932 members 
Entering Unmasked Estep 
Score: -22482022.000000 Penalty: 6121.182129
	Iteration 13Q: 3 clusters Score -2.248202e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140152 members 
Mstep: Class 2 contains 88760 members 
Entering Unmasked Estep 
Score: -22484658.000000 Penalty: 6121.182129
	Iteration 14Q: 3 clusters Score -2.248466e+07 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147518 members 
Mstep: Class 2 contains 81394 members 
Entering Unmasked Estep 
Score: -22487612.000000 Penalty: 6121.182129
	Iteration 15Q: 3 clusters Score -2.248761e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156212 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -22491096.000000 Penalty: 6121.182129
	Iteration 16Q: 3 clusters Score -2.24911e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166060 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -22495476.000000 Penalty: 6121.182129
	Iteration 17Q: 3 clusters Score -2.249548e+07 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176782 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -22500452.000000 Penalty: 6121.182129
	Iteration 18Q: 3 clusters Score -2.250045e+07 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187762 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -22506336.000000 Penalty: 6121.182129
	Iteration 19Q: 3 clusters Score -2.250634e+07 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198374 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -22512604.000000 Penalty: 6121.182129
	Iteration 20F: 3 clusters Score -2.25126e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207413 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -22517772.000000 Penalty: 6121.182129
	Iteration 21Q: 3 clusters Score -2.251777e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214455 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -22522018.000000 Penalty: 6121.182129
	Iteration 22Q: 3 clusters Score -2.252202e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219526 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -22524820.000000 Penalty: 6121.182129
	Iteration 23Q: 3 clusters Score -2.252482e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222927 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -22526694.000000 Penalty: 6121.182129
	Iteration 24Q: 3 clusters Score -2.252669e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224984 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -22527720.000000 Penalty: 6121.182129
	Iteration 25Q: 3 clusters Score -2.252772e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226233 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -22528374.000000 Penalty: 6121.182129
	Iteration 26Q: 3 clusters Score -2.252837e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226951 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -22528772.000000 Penalty: 6121.182129
	Iteration 27Q: 3 clusters Score -2.252877e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227361 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -22529046.000000 Penalty: 6121.182129
	Iteration 28Q: 3 clusters Score -2.252905e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227636 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -22529196.000000 Penalty: 6121.182129
	Iteration 29Q: 3 clusters Score -2.25292e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227791 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -22529318.000000 Penalty: 6121.182129
	Iteration 30Q: 3 clusters Score -2.252932e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227906 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -22529390.000000 Penalty: 6121.182129
	Iteration 31Q: 3 clusters Score -2.252939e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227990 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -22529490.000000 Penalty: 6121.182129
	Iteration 32Q: 3 clusters Score -2.252949e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228053 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -22529558.000000 Penalty: 6121.182129
	Iteration 33Q: 3 clusters Score -2.252956e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228100 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -22529610.000000 Penalty: 6121.182129
	Iteration 34Q: 3 clusters Score -2.252961e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228134 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -22529640.000000 Penalty: 6121.182129
	Iteration 35Q: 3 clusters Score -2.252964e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228158 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -22529648.000000 Penalty: 6121.182129
	Iteration 36Q: 3 clusters Score -2.252965e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228185 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -22529676.000000 Penalty: 6121.182129
	Iteration 37Q: 3 clusters Score -2.252968e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228213 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -22529708.000000 Penalty: 6121.182129
	Iteration 38Q: 3 clusters Score -2.252971e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228235 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -22529728.000000 Penalty: 6121.182129
	Iteration 39Q: 3 clusters Score -2.252973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228244 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -22529712.000000 Penalty: 6121.182129
	Iteration 40F: 3 clusters Score -2.252971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228245 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -22529712.000000 Penalty: 6121.182129
	Iteration 41Q: 3 clusters Score -2.252971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228247 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -22529720.000000 Penalty: 6121.182129
	Iteration 42Q: 3 clusters Score -2.252972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228251 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -22529718.000000 Penalty: 6121.182129
	Iteration 43Q: 3 clusters Score -2.252972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228254 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -22529738.000000 Penalty: 6121.182129
	Iteration 44Q: 3 clusters Score -2.252974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228258 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -22529750.000000 Penalty: 6121.182129
	Iteration 45Q: 3 clusters Score -2.252975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228260 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -22529748.000000 Penalty: 6121.182129
	Iteration 46Q: 3 clusters Score -2.252975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228263 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -22529754.000000 Penalty: 6121.182129
	Iteration 47Q: 3 clusters Score -2.252975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228268 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -22529760.000000 Penalty: 6121.182129
	Iteration 48Q: 3 clusters Score -2.252976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228268 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -22529782.000000 Penalty: 6121.182129
	Iteration 49Q: 3 clusters Score -2.252978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228265 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -22529788.000000 Penalty: 6121.182129
	Iteration 50Q: 3 clusters Score -2.252979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228267 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -22529782.000000 Penalty: 6121.182129
	Iteration 51Q: 3 clusters Score -2.252978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228269 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -22529786.000000 Penalty: 6121.182129
	Iteration 52Q: 3 clusters Score -2.252979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228269 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -22529796.000000 Penalty: 6121.182129
	Iteration 53Q: 3 clusters Score -2.25298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228269 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -22529796.000000 Penalty: 6121.182129
	Iteration 54F: 3 clusters Score -2.25298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Entering Unmasked Estep 
Score: -1242934.750000 Penalty: 2352.866699
	Iteration 0F: 2 clusters Score -1242935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1233221.875000 Penalty: 4705.733398
	Iteration 0F: 3 clusters Score -1233222 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1236307.875000 Penalty: 4705.733398
	Iteration 1F: 3 clusters Score -1236308 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1236947.500000 Penalty: 4705.733398
	Iteration 2F: 3 clusters Score -1236948 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1237907.375000 Penalty: 4705.733398
	Iteration 3F: 3 clusters Score -1237907 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1239157.750000 Penalty: 4705.733398
	Iteration 4F: 3 clusters Score -1239158 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1240296.875000 Penalty: 4705.733398
	Iteration 5F: 3 clusters Score -1240297 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1241015.500000 Penalty: 4705.733398
	Iteration 6F: 3 clusters Score -1241016 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1241405.250000 Penalty: 4705.733398
	Iteration 7Q: 3 clusters Score -1241405 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1241629.000000 Penalty: 4705.733398
	Iteration 8Q: 3 clusters Score -1241629 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1241766.000000 Penalty: 4705.733398
	Iteration 9Q: 3 clusters Score -1241766 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1241872.875000 Penalty: 4705.733398
	Iteration 10Q: 3 clusters Score -1241873 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1241952.500000 Penalty: 4705.733398
	Iteration 11Q: 3 clusters Score -1241952 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1242027.250000 Penalty: 4705.733398
	Iteration 12Q: 3 clusters Score -1242027 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1242072.875000 Penalty: 4705.733398
	Iteration 13Q: 3 clusters Score -1242073 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1242116.500000 Penalty: 4705.733398
	Iteration 14Q: 3 clusters Score -1242116 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1242142.000000 Penalty: 4705.733398
	Iteration 15Q: 3 clusters Score -1242142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1242161.625000 Penalty: 4705.733398
	Iteration 16Q: 3 clusters Score -1242162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1242180.000000 Penalty: 4705.733398
	Iteration 17Q: 3 clusters Score -1242180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1242186.500000 Penalty: 4705.733398
	Iteration 18Q: 3 clusters Score -1242186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1242196.750000 Penalty: 4705.733398
	Iteration 19Q: 3 clusters Score -1242197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1242208.250000 Penalty: 4705.733398
	Iteration 20F: 3 clusters Score -1242208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1242217.625000 Penalty: 4705.733398
	Iteration 21Q: 3 clusters Score -1242218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1242229.000000 Penalty: 4705.733398
	Iteration 22Q: 3 clusters Score -1242229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1242235.500000 Penalty: 4705.733398
	Iteration 23Q: 3 clusters Score -1242236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1242247.000000 Penalty: 4705.733398
	Iteration 24Q: 3 clusters Score -1242247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1242251.125000 Penalty: 4705.733398
	Iteration 25Q: 3 clusters Score -1242251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1242255.375000 Penalty: 4705.733398
	Iteration 26Q: 3 clusters Score -1242255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1242258.250000 Penalty: 4705.733398
	Iteration 27Q: 3 clusters Score -1242258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1242264.000000 Penalty: 4705.733398
	Iteration 28Q: 3 clusters Score -1242264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1242266.125000 Penalty: 4705.733398
	Iteration 29Q: 3 clusters Score -1242266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1242272.875000 Penalty: 4705.733398
	Iteration 30Q: 3 clusters Score -1242273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1242277.250000 Penalty: 4705.733398
	Iteration 31Q: 3 clusters Score -1242277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1242280.375000 Penalty: 4705.733398
	Iteration 32Q: 3 clusters Score -1242280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1242283.125000 Penalty: 4705.733398
	Iteration 33Q: 3 clusters Score -1242283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1242287.375000 Penalty: 4705.733398
	Iteration 34Q: 3 clusters Score -1242287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1242292.625000 Penalty: 4705.733398
	Iteration 35Q: 3 clusters Score -1242293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1242296.000000 Penalty: 4705.733398
	Iteration 36Q: 3 clusters Score -1242296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1242301.250000 Penalty: 4705.733398
	Iteration 37Q: 3 clusters Score -1242301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1242301.000000 Penalty: 4705.733398
	Iteration 38Q: 3 clusters Score -1242301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1242306.750000 Penalty: 4705.733398
	Iteration 39Q: 3 clusters Score -1242307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1242309.500000 Penalty: 4705.733398
	Iteration 40F: 3 clusters Score -1242310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1242315.125000 Penalty: 4705.733398
	Iteration 41Q: 3 clusters Score -1242315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1242316.375000 Penalty: 4705.733398
	Iteration 42Q: 3 clusters Score -1242316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1242322.375000 Penalty: 4705.733398
	Iteration 43Q: 3 clusters Score -1242322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1242324.375000 Penalty: 4705.733398
	Iteration 44Q: 3 clusters Score -1242324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1242332.750000 Penalty: 4705.733398
	Iteration 45Q: 3 clusters Score -1242333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1242332.750000 Penalty: 4705.733398
	Iteration 46Q: 3 clusters Score -1242333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1242341.500000 Penalty: 4705.733398
	Iteration 47Q: 3 clusters Score -1242342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1242346.750000 Penalty: 4705.733398
	Iteration 48Q: 3 clusters Score -1242347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1242351.125000 Penalty: 4705.733398
	Iteration 49Q: 3 clusters Score -1242351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1242355.875000 Penalty: 4705.733398
	Iteration 50Q: 3 clusters Score -1242356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1242362.625000 Penalty: 4705.733398
	Iteration 51Q: 3 clusters Score -1242363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1242362.250000 Penalty: 4705.733398
	Iteration 52Q: 3 clusters Score -1242362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1242361.125000 Penalty: 4705.733398
	Iteration 53Q: 3 clusters Score -1242361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1242366.125000 Penalty: 4705.733398
	Iteration 54Q: 3 clusters Score -1242366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1242370.125000 Penalty: 4705.733398
	Iteration 55Q: 3 clusters Score -1242370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1242371.375000 Penalty: 4705.733398
	Iteration 56Q: 3 clusters Score -1242371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1242373.250000 Penalty: 4705.733398
	Iteration 57Q: 3 clusters Score -1242373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1242377.250000 Penalty: 4705.733398
	Iteration 58Q: 3 clusters Score -1242377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1242378.500000 Penalty: 4705.733398
	Iteration 59Q: 3 clusters Score -1242378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1242382.750000 Penalty: 4705.733398
	Iteration 60F: 3 clusters Score -1242383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1242388.375000 Penalty: 4705.733398
	Iteration 61Q: 3 clusters Score -1242388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1242389.000000 Penalty: 4705.733398
	Iteration 62Q: 3 clusters Score -1242389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1242393.250000 Penalty: 4705.733398
	Iteration 63Q: 3 clusters Score -1242393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1242395.125000 Penalty: 4705.733398
	Iteration 64Q: 3 clusters Score -1242395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1242395.000000 Penalty: 4705.733398
	Iteration 65Q: 3 clusters Score -1242395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1242400.500000 Penalty: 4705.733398
	Iteration 66Q: 3 clusters Score -1242400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1242407.000000 Penalty: 4705.733398
	Iteration 67Q: 3 clusters Score -1242407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1242410.375000 Penalty: 4705.733398
	Iteration 68Q: 3 clusters Score -1242410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1242410.000000 Penalty: 4705.733398
	Iteration 69Q: 3 clusters Score -1242410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1242414.000000 Penalty: 4705.733398
	Iteration 70Q: 3 clusters Score -1242414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1242419.250000 Penalty: 4705.733398
	Iteration 71Q: 3 clusters Score -1242419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1242419.875000 Penalty: 4705.733398
	Iteration 72Q: 3 clusters Score -1242420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1242422.625000 Penalty: 4705.733398
	Iteration 73Q: 3 clusters Score -1242423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1242425.750000 Penalty: 4705.733398
	Iteration 74Q: 3 clusters Score -1242426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1242430.375000 Penalty: 4705.733398
	Iteration 75Q: 3 clusters Score -1242430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1242430.375000 Penalty: 4705.733398
	Iteration 76Q: 3 clusters Score -1242430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1242434.875000 Penalty: 4705.733398
	Iteration 77Q: 3 clusters Score -1242435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1242434.375000 Penalty: 4705.733398
	Iteration 78Q: 3 clusters Score -1242434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1242435.250000 Penalty: 4705.733398
	Iteration 79Q: 3 clusters Score -1242435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1242434.625000 Penalty: 4705.733398
	Iteration 80F: 3 clusters Score -1242435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1242437.000000 Penalty: 4705.733398
	Iteration 81Q: 3 clusters Score -1242437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1242437.000000 Penalty: 4705.733398
	Iteration 82F: 3 clusters Score -1242437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (67443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67443 members 
Entering Unmasked Estep 
Score: -6527033.500000 Penalty: 2757.521240
	Iteration 0F: 2 clusters Score -6527034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -6481793.000000 Penalty: 5515.042480
	Iteration 0F: 3 clusters Score -6481793 nChanged 31635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -6500107.000000 Penalty: 5515.042480
	Iteration 1F: 3 clusters Score -6500107 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -6501688.000000 Penalty: 5515.042480
	Iteration 2Q: 3 clusters Score -6501688 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -6504017.500000 Penalty: 5515.042480
	Iteration 3F: 3 clusters Score -6504018 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -6507157.500000 Penalty: 5515.042480
	Iteration 4F: 3 clusters Score -6507158 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -6510368.500000 Penalty: 5515.042480
	Iteration 5F: 3 clusters Score -6510368 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -6513377.500000 Penalty: 5515.042480
	Iteration 6F: 3 clusters Score -6513378 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -6515606.500000 Penalty: 5515.042480
	Iteration 7F: 3 clusters Score -6515606 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -6517509.000000 Penalty: 5515.042480
	Iteration 8Q: 3 clusters Score -6517509 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -6518975.000000 Penalty: 5515.042480
	Iteration 9Q: 3 clusters Score -6518975 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -6520298.000000 Penalty: 5515.042480
	Iteration 10Q: 3 clusters Score -6520298 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 58312 members 
Entering Unmasked Estep 
Score: -6521384.000000 Penalty: 5515.042480
	Iteration 11Q: 3 clusters Score -6521384 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -6522381.500000 Penalty: 5515.042480
	Iteration 12Q: 3 clusters Score -6522382 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -6523328.000000 Penalty: 5515.042480
	Iteration 13Q: 3 clusters Score -6523328 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -6524123.000000 Penalty: 5515.042480
	Iteration 14Q: 3 clusters Score -6524123 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -6524737.500000 Penalty: 5515.042480
	Iteration 15Q: 3 clusters Score -6524738 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 63960 members 
Entering Unmasked Estep 
Score: -6525191.500000 Penalty: 5515.042480
	Iteration 16Q: 3 clusters Score -6525192 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -6525563.000000 Penalty: 5515.042480
	Iteration 17Q: 3 clusters Score -6525563 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -6525823.000000 Penalty: 5515.042480
	Iteration 18Q: 3 clusters Score -6525823 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 64707 members 
Entering Unmasked Estep 
Score: -6525996.000000 Penalty: 5515.042480
	Iteration 19Q: 3 clusters Score -6525996 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 64828 members 
Entering Unmasked Estep 
Score: -6526116.500000 Penalty: 5515.042480
	Iteration 20F: 3 clusters Score -6526116 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -6526171.000000 Penalty: 5515.042480
	Iteration 21Q: 3 clusters Score -6526171 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 64968 members 
Entering Unmasked Estep 
Score: -6526209.500000 Penalty: 5515.042480
	Iteration 22Q: 3 clusters Score -6526210 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 65014 members 
Entering Unmasked Estep 
Score: -6526230.500000 Penalty: 5515.042480
	Iteration 23Q: 3 clusters Score -6526230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -6526237.500000 Penalty: 5515.042480
	Iteration 24Q: 3 clusters Score -6526238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 65058 members 
Entering Unmasked Estep 
Score: -6526246.500000 Penalty: 5515.042480
	Iteration 25Q: 3 clusters Score -6526246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -6526274.000000 Penalty: 5515.042480
	Iteration 26Q: 3 clusters Score -6526274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -6526272.000000 Penalty: 5515.042480
	Iteration 27Q: 3 clusters Score -6526272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -6526265.000000 Penalty: 5515.042480
	Iteration 28Q: 3 clusters Score -6526265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -6526277.000000 Penalty: 5515.042480
	Iteration 29Q: 3 clusters Score -6526277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -6526282.500000 Penalty: 5515.042480
	Iteration 30Q: 3 clusters Score -6526282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -6526295.000000 Penalty: 5515.042480
	Iteration 31Q: 3 clusters Score -6526295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 65138 members 
Entering Unmasked Estep 
Score: -6526286.500000 Penalty: 5515.042480
	Iteration 32Q: 3 clusters Score -6526286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -6526288.000000 Penalty: 5515.042480
	Iteration 33Q: 3 clusters Score -6526288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -6526290.500000 Penalty: 5515.042480
	Iteration 34Q: 3 clusters Score -6526290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -6526294.500000 Penalty: 5515.042480
	Iteration 35Q: 3 clusters Score -6526294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -6526296.500000 Penalty: 5515.042480
	Iteration 36Q: 3 clusters Score -6526296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -6526295.000000 Penalty: 5515.042480
	Iteration 37Q: 3 clusters Score -6526295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 65159 members 
Entering Unmasked Estep 
Score: -6526297.500000 Penalty: 5515.042480
	Iteration 38Q: 3 clusters Score -6526298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 65163 members 
Entering Unmasked Estep 
Score: -6526295.000000 Penalty: 5515.042480
	Iteration 39Q: 3 clusters Score -6526295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -6526289.500000 Penalty: 5515.042480
	Iteration 40F: 3 clusters Score -6526290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -6526291.000000 Penalty: 5515.042480
	Iteration 41Q: 3 clusters Score -6526291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -6526291.000000 Penalty: 5515.042480
	Iteration 42F: 3 clusters Score -6526291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Entering Unmasked Estep 
Score: -885713.062500 Penalty: 2269.083008
	Iteration 0F: 2 clusters Score -885713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -878495.125000 Penalty: 4538.166016
	Iteration 0F: 3 clusters Score -878495.1 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -880657.187500 Penalty: 4538.166016
	Iteration 1F: 3 clusters Score -880657.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -881105.812500 Penalty: 4538.166016
	Iteration 2F: 3 clusters Score -881105.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -881466.125000 Penalty: 4538.166016
	Iteration 3F: 3 clusters Score -881466.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -881810.562500 Penalty: 4538.166016
	Iteration 4F: 3 clusters Score -881810.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -882181.125000 Penalty: 4538.166016
	Iteration 5Q: 3 clusters Score -882181.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -882552.187500 Penalty: 4538.166016
	Iteration 6F: 3 clusters Score -882552.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -882912.187500 Penalty: 4538.166016
	Iteration 7Q: 3 clusters Score -882912.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -883217.000000 Penalty: 4538.166016
	Iteration 8Q: 3 clusters Score -883217 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -883456.000000 Penalty: 4538.166016
	Iteration 9Q: 3 clusters Score -883456 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -883672.187500 Penalty: 4538.166016
	Iteration 10Q: 3 clusters Score -883672.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -883812.937500 Penalty: 4538.166016
	Iteration 11Q: 3 clusters Score -883812.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -883924.687500 Penalty: 4538.166016
	Iteration 12Q: 3 clusters Score -883924.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -884044.312500 Penalty: 4538.166016
	Iteration 13Q: 3 clusters Score -884044.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -884119.250000 Penalty: 4538.166016
	Iteration 14Q: 3 clusters Score -884119.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -884176.000000 Penalty: 4538.166016
	Iteration 15Q: 3 clusters Score -884176 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -884221.125000 Penalty: 4538.166016
	Iteration 16Q: 3 clusters Score -884221.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -884250.937500 Penalty: 4538.166016
	Iteration 17Q: 3 clusters Score -884250.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -884269.187500 Penalty: 4538.166016
	Iteration 18Q: 3 clusters Score -884269.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -884285.312500 Penalty: 4538.166016
	Iteration 19Q: 3 clusters Score -884285.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -884292.875000 Penalty: 4538.166016
	Iteration 20F: 3 clusters Score -884292.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -884303.437500 Penalty: 4538.166016
	Iteration 21Q: 3 clusters Score -884303.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -884310.000000 Penalty: 4538.166016
	Iteration 22Q: 3 clusters Score -884310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -884311.750000 Penalty: 4538.166016
	Iteration 23Q: 3 clusters Score -884311.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -884314.562500 Penalty: 4538.166016
	Iteration 24Q: 3 clusters Score -884314.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -884320.000000 Penalty: 4538.166016
	Iteration 25Q: 3 clusters Score -884320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -884324.250000 Penalty: 4538.166016
	Iteration 26Q: 3 clusters Score -884324.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -884326.812500 Penalty: 4538.166016
	Iteration 27Q: 3 clusters Score -884326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -884327.562500 Penalty: 4538.166016
	Iteration 28Q: 3 clusters Score -884327.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -884328.500000 Penalty: 4538.166016
	Iteration 29Q: 3 clusters Score -884328.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -884328.062500 Penalty: 4538.166016
	Iteration 30Q: 3 clusters Score -884328.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -884329.250000 Penalty: 4538.166016
	Iteration 31Q: 3 clusters Score -884329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -884328.500000 Penalty: 4538.166016
	Iteration 32Q: 3 clusters Score -884328.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -884329.562500 Penalty: 4538.166016
	Iteration 33Q: 3 clusters Score -884329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -884329.125000 Penalty: 4538.166016
	Iteration 34Q: 3 clusters Score -884329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -884330.875000 Penalty: 4538.166016
	Iteration 35Q: 3 clusters Score -884330.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -884331.125000 Penalty: 4538.166016
	Iteration 36Q: 3 clusters Score -884331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -884332.125000 Penalty: 4538.166016
	Iteration 37Q: 3 clusters Score -884332.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -884332.062500 Penalty: 4538.166016
	Iteration 38Q: 3 clusters Score -884332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -884333.062500 Penalty: 4538.166016
	Iteration 39Q: 3 clusters Score -884333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -884334.875000 Penalty: 4538.166016
	Iteration 40F: 3 clusters Score -884334.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -884335.625000 Penalty: 4538.166016
	Iteration 41Q: 3 clusters Score -884335.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -884335.625000 Penalty: 4538.166016
	Iteration 42F: 3 clusters Score -884335.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Entering Unmasked Estep 
Score: -399267.218750 Penalty: 2071.725830
	Iteration 0F: 2 clusters Score -399267.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -395177.000000 Penalty: 4143.451660
	Iteration 0F: 3 clusters Score -395177 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -396038.250000 Penalty: 4143.451660
	Iteration 1F: 3 clusters Score -396038.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -396219.718750 Penalty: 4143.451660
	Iteration 2F: 3 clusters Score -396219.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -396326.375000 Penalty: 4143.451660
	Iteration 3Q: 3 clusters Score -396326.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -396396.656250 Penalty: 4143.451660
	Iteration 4Q: 3 clusters Score -396396.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -396442.687500 Penalty: 4143.451660
	Iteration 5Q: 3 clusters Score -396442.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -396480.625000 Penalty: 4143.451660
	Iteration 6Q: 3 clusters Score -396480.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -396511.937500 Penalty: 4143.451660
	Iteration 7Q: 3 clusters Score -396511.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -396532.093750 Penalty: 4143.451660
	Iteration 8Q: 3 clusters Score -396532.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -396557.625000 Penalty: 4143.451660
	Iteration 9Q: 3 clusters Score -396557.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -396579.312500 Penalty: 4143.451660
	Iteration 10Q: 3 clusters Score -396579.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -396596.062500 Penalty: 4143.451660
	Iteration 11Q: 3 clusters Score -396596.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -396612.750000 Penalty: 4143.451660
	Iteration 12Q: 3 clusters Score -396612.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -396625.312500 Penalty: 4143.451660
	Iteration 13Q: 3 clusters Score -396625.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -396636.000000 Penalty: 4143.451660
	Iteration 14Q: 3 clusters Score -396636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -396640.875000 Penalty: 4143.451660
	Iteration 15Q: 3 clusters Score -396640.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -396645.093750 Penalty: 4143.451660
	Iteration 16Q: 3 clusters Score -396645.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -396648.375000 Penalty: 4143.451660
	Iteration 17Q: 3 clusters Score -396648.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -396653.062500 Penalty: 4143.451660
	Iteration 18Q: 3 clusters Score -396653.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -396656.531250 Penalty: 4143.451660
	Iteration 19Q: 3 clusters Score -396656.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -396659.687500 Penalty: 4143.451660
	Iteration 20F: 3 clusters Score -396659.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -396661.000000 Penalty: 4143.451660
	Iteration 21Q: 3 clusters Score -396661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -396661.812500 Penalty: 4143.451660
	Iteration 22Q: 3 clusters Score -396661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -396663.062500 Penalty: 4143.451660
	Iteration 23Q: 3 clusters Score -396663.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -396664.812500 Penalty: 4143.451660
	Iteration 24Q: 3 clusters Score -396664.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -396668.250000 Penalty: 4143.451660
	Iteration 25Q: 3 clusters Score -396668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -396669.437500 Penalty: 4143.451660
	Iteration 26Q: 3 clusters Score -396669.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -396671.343750 Penalty: 4143.451660
	Iteration 27Q: 3 clusters Score -396671.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -396671.531250 Penalty: 4143.451660
	Iteration 28Q: 3 clusters Score -396671.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -396673.000000 Penalty: 4143.451660
	Iteration 29Q: 3 clusters Score -396673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -396674.093750 Penalty: 4143.451660
	Iteration 30Q: 3 clusters Score -396674.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -396674.843750 Penalty: 4143.451660
	Iteration 31Q: 3 clusters Score -396674.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -396674.843750 Penalty: 4143.451660
	Iteration 32F: 3 clusters Score -396674.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Entering Unmasked Estep 
Score: -584238.437500 Penalty: 2168.988525
	Iteration 0F: 2 clusters Score -584238.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -579042.125000 Penalty: 4337.977051
	Iteration 0F: 3 clusters Score -579042.1 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -580355.437500 Penalty: 4337.977051
	Iteration 1F: 3 clusters Score -580355.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -580693.250000 Penalty: 4337.977051
	Iteration 2F: 3 clusters Score -580693.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -580919.187500 Penalty: 4337.977051
	Iteration 3F: 3 clusters Score -580919.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -581091.187500 Penalty: 4337.977051
	Iteration 4Q: 3 clusters Score -581091.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -581270.625000 Penalty: 4337.977051
	Iteration 5Q: 3 clusters Score -581270.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -581487.937500 Penalty: 4337.977051
	Iteration 6Q: 3 clusters Score -581487.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -581687.250000 Penalty: 4337.977051
	Iteration 7Q: 3 clusters Score -581687.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -581850.250000 Penalty: 4337.977051
	Iteration 8Q: 3 clusters Score -581850.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -581984.125000 Penalty: 4337.977051
	Iteration 9Q: 3 clusters Score -581984.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -582084.500000 Penalty: 4337.977051
	Iteration 10Q: 3 clusters Score -582084.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -582187.000000 Penalty: 4337.977051
	Iteration 11Q: 3 clusters Score -582187 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -582269.125000 Penalty: 4337.977051
	Iteration 12Q: 3 clusters Score -582269.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -582343.187500 Penalty: 4337.977051
	Iteration 13Q: 3 clusters Score -582343.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -582403.312500 Penalty: 4337.977051
	Iteration 14Q: 3 clusters Score -582403.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -582454.562500 Penalty: 4337.977051
	Iteration 15Q: 3 clusters Score -582454.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -582488.687500 Penalty: 4337.977051
	Iteration 16Q: 3 clusters Score -582488.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -582520.625000 Penalty: 4337.977051
	Iteration 17Q: 3 clusters Score -582520.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -582545.812500 Penalty: 4337.977051
	Iteration 18Q: 3 clusters Score -582545.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -582570.187500 Penalty: 4337.977051
	Iteration 19Q: 3 clusters Score -582570.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -582589.250000 Penalty: 4337.977051
	Iteration 20F: 3 clusters Score -582589.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -582611.125000 Penalty: 4337.977051
	Iteration 21Q: 3 clusters Score -582611.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -582630.000000 Penalty: 4337.977051
	Iteration 22Q: 3 clusters Score -582630 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -582651.000000 Penalty: 4337.977051
	Iteration 23Q: 3 clusters Score -582651 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -582670.375000 Penalty: 4337.977051
	Iteration 24Q: 3 clusters Score -582670.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -582687.500000 Penalty: 4337.977051
	Iteration 25Q: 3 clusters Score -582687.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -582705.875000 Penalty: 4337.977051
	Iteration 26Q: 3 clusters Score -582705.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -582723.000000 Penalty: 4337.977051
	Iteration 27Q: 3 clusters Score -582723 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -582739.250000 Penalty: 4337.977051
	Iteration 28Q: 3 clusters Score -582739.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -582752.875000 Penalty: 4337.977051
	Iteration 29Q: 3 clusters Score -582752.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -582764.375000 Penalty: 4337.977051
	Iteration 30Q: 3 clusters Score -582764.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -582771.000000 Penalty: 4337.977051
	Iteration 31Q: 3 clusters Score -582771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -582773.625000 Penalty: 4337.977051
	Iteration 32Q: 3 clusters Score -582773.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -582779.437500 Penalty: 4337.977051
	Iteration 33Q: 3 clusters Score -582779.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -582784.500000 Penalty: 4337.977051
	Iteration 34Q: 3 clusters Score -582784.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -582785.875000 Penalty: 4337.977051
	Iteration 35Q: 3 clusters Score -582785.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -582788.500000 Penalty: 4337.977051
	Iteration 36Q: 3 clusters Score -582788.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -582793.187500 Penalty: 4337.977051
	Iteration 37Q: 3 clusters Score -582793.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -582795.937500 Penalty: 4337.977051
	Iteration 38Q: 3 clusters Score -582795.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -582798.937500 Penalty: 4337.977051
	Iteration 39Q: 3 clusters Score -582798.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -582801.312500 Penalty: 4337.977051
	Iteration 40F: 3 clusters Score -582801.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -582802.562500 Penalty: 4337.977051
	Iteration 41Q: 3 clusters Score -582802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -582802.125000 Penalty: 4337.977051
	Iteration 42Q: 3 clusters Score -582802.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -582802.125000 Penalty: 4337.977051
	Iteration 43F: 3 clusters Score -582802.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Entering Unmasked Estep 
Score: -913148.687500 Penalty: 2276.175537
	Iteration 0F: 2 clusters Score -913148.7 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 4901 members 
Entering Unmasked Estep 
Score: -905606.062500 Penalty: 4552.351074
	Iteration 0F: 3 clusters Score -905606.1 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -907830.875000 Penalty: 4552.351074
	Iteration 1F: 3 clusters Score -907830.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -908164.750000 Penalty: 4552.351074
	Iteration 2F: 3 clusters Score -908164.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -908414.687500 Penalty: 4552.351074
	Iteration 3F: 3 clusters Score -908414.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -908630.687500 Penalty: 4552.351074
	Iteration 4Q: 3 clusters Score -908630.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -908844.125000 Penalty: 4552.351074
	Iteration 5Q: 3 clusters Score -908844.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -909076.937500 Penalty: 4552.351074
	Iteration 6Q: 3 clusters Score -909076.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -909350.812500 Penalty: 4552.351074
	Iteration 7Q: 3 clusters Score -909350.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -909696.687500 Penalty: 4552.351074
	Iteration 8Q: 3 clusters Score -909696.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -910125.500000 Penalty: 4552.351074
	Iteration 9Q: 3 clusters Score -910125.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -910547.312500 Penalty: 4552.351074
	Iteration 10Q: 3 clusters Score -910547.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -910950.125000 Penalty: 4552.351074
	Iteration 11Q: 3 clusters Score -910950.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -911228.437500 Penalty: 4552.351074
	Iteration 12Q: 3 clusters Score -911228.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -911362.937500 Penalty: 4552.351074
	Iteration 13Q: 3 clusters Score -911362.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -911433.250000 Penalty: 4552.351074
	Iteration 14Q: 3 clusters Score -911433.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -911470.875000 Penalty: 4552.351074
	Iteration 15Q: 3 clusters Score -911470.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -911489.500000 Penalty: 4552.351074
	Iteration 16Q: 3 clusters Score -911489.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -911503.562500 Penalty: 4552.351074
	Iteration 17Q: 3 clusters Score -911503.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -911513.625000 Penalty: 4552.351074
	Iteration 18Q: 3 clusters Score -911513.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -911526.187500 Penalty: 4552.351074
	Iteration 19Q: 3 clusters Score -911526.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -911534.562500 Penalty: 4552.351074
	Iteration 20F: 3 clusters Score -911534.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -911544.125000 Penalty: 4552.351074
	Iteration 21Q: 3 clusters Score -911544.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -911548.000000 Penalty: 4552.351074
	Iteration 22Q: 3 clusters Score -911548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -911556.750000 Penalty: 4552.351074
	Iteration 23Q: 3 clusters Score -911556.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -911561.750000 Penalty: 4552.351074
	Iteration 24Q: 3 clusters Score -911561.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -911571.375000 Penalty: 4552.351074
	Iteration 25Q: 3 clusters Score -911571.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -911579.937500 Penalty: 4552.351074
	Iteration 26Q: 3 clusters Score -911579.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -911591.187500 Penalty: 4552.351074
	Iteration 27Q: 3 clusters Score -911591.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -911603.937500 Penalty: 4552.351074
	Iteration 28Q: 3 clusters Score -911603.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -911618.625000 Penalty: 4552.351074
	Iteration 29Q: 3 clusters Score -911618.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -911631.687500 Penalty: 4552.351074
	Iteration 30Q: 3 clusters Score -911631.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -911649.812500 Penalty: 4552.351074
	Iteration 31Q: 3 clusters Score -911649.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -911676.625000 Penalty: 4552.351074
	Iteration 32Q: 3 clusters Score -911676.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -911706.562500 Penalty: 4552.351074
	Iteration 33Q: 3 clusters Score -911706.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -911744.812500 Penalty: 4552.351074
	Iteration 34Q: 3 clusters Score -911744.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -911780.062500 Penalty: 4552.351074
	Iteration 35Q: 3 clusters Score -911780.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -911813.250000 Penalty: 4552.351074
	Iteration 36Q: 3 clusters Score -911813.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -911846.375000 Penalty: 4552.351074
	Iteration 37Q: 3 clusters Score -911846.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -911877.625000 Penalty: 4552.351074
	Iteration 38Q: 3 clusters Score -911877.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -911906.000000 Penalty: 4552.351074
	Iteration 39Q: 3 clusters Score -911906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -911929.812500 Penalty: 4552.351074
	Iteration 40F: 3 clusters Score -911929.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -911940.187500 Penalty: 4552.351074
	Iteration 41Q: 3 clusters Score -911940.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -911952.062500 Penalty: 4552.351074
	Iteration 42Q: 3 clusters Score -911952.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -911953.250000 Penalty: 4552.351074
	Iteration 43Q: 3 clusters Score -911953.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -911956.000000 Penalty: 4552.351074
	Iteration 44Q: 3 clusters Score -911956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -911961.250000 Penalty: 4552.351074
	Iteration 45Q: 3 clusters Score -911961.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -911962.062500 Penalty: 4552.351074
	Iteration 46Q: 3 clusters Score -911962.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -911964.937500 Penalty: 4552.351074
	Iteration 47Q: 3 clusters Score -911964.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -911968.562500 Penalty: 4552.351074
	Iteration 48Q: 3 clusters Score -911968.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -911970.187500 Penalty: 4552.351074
	Iteration 49Q: 3 clusters Score -911970.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -911969.812500 Penalty: 4552.351074
	Iteration 50Q: 3 clusters Score -911969.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -911972.250000 Penalty: 4552.351074
	Iteration 51Q: 3 clusters Score -911972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -911974.437500 Penalty: 4552.351074
	Iteration 52Q: 3 clusters Score -911974.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -911974.937500 Penalty: 4552.351074
	Iteration 53Q: 3 clusters Score -911974.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -911973.187500 Penalty: 4552.351074
	Iteration 54Q: 3 clusters Score -911973.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -911974.187500 Penalty: 4552.351074
	Iteration 55Q: 3 clusters Score -911974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -911974.750000 Penalty: 4552.351074
	Iteration 56Q: 3 clusters Score -911974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -911974.812500 Penalty: 4552.351074
	Iteration 57Q: 3 clusters Score -911974.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -911974.812500 Penalty: 4552.351074
	Iteration 58F: 3 clusters Score -911974.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Entering Unmasked Estep 
Score: -864230.500000 Penalty: 2284.709473
	Iteration 0F: 2 clusters Score -864230.5 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 5110 members 
Entering Unmasked Estep 
Score: -856774.750000 Penalty: 4569.418945
	Iteration 0F: 3 clusters Score -856774.8 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -859233.750000 Penalty: 4569.418945
	Iteration 1F: 3 clusters Score -859233.8 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -860211.312500 Penalty: 4569.418945
	Iteration 2F: 3 clusters Score -860211.3 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -861349.687500 Penalty: 4569.418945
	Iteration 3F: 3 clusters Score -861349.7 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -862308.187500 Penalty: 4569.418945
	Iteration 4F: 3 clusters Score -862308.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -863007.625000 Penalty: 4569.418945
	Iteration 5F: 3 clusters Score -863007.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -863412.562500 Penalty: 4569.418945
	Iteration 6Q: 3 clusters Score -863412.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -863712.000000 Penalty: 4569.418945
	Iteration 7Q: 3 clusters Score -863712 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -863904.125000 Penalty: 4569.418945
	Iteration 8Q: 3 clusters Score -863904.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -864042.500000 Penalty: 4569.418945
	Iteration 9Q: 3 clusters Score -864042.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -864127.562500 Penalty: 4569.418945
	Iteration 10Q: 3 clusters Score -864127.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -864178.500000 Penalty: 4569.418945
	Iteration 11Q: 3 clusters Score -864178.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -864222.250000 Penalty: 4569.418945
	Iteration 12Q: 3 clusters Score -864222.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -864260.312500 Penalty: 4569.418945
	Iteration 13Q: 3 clusters Score -864260.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -864284.875000 Penalty: 4569.418945
	Iteration 14Q: 3 clusters Score -864284.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -864304.062500 Penalty: 4569.418945
	Iteration 15Q: 3 clusters Score -864304.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -864320.625000 Penalty: 4569.418945
	Iteration 16Q: 3 clusters Score -864320.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -864334.437500 Penalty: 4569.418945
	Iteration 17Q: 3 clusters Score -864334.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -864351.750000 Penalty: 4569.418945
	Iteration 18Q: 3 clusters Score -864351.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -864363.437500 Penalty: 4569.418945
	Iteration 19Q: 3 clusters Score -864363.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -864372.562500 Penalty: 4569.418945
	Iteration 20F: 3 clusters Score -864372.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -864381.687500 Penalty: 4569.418945
	Iteration 21Q: 3 clusters Score -864381.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -864391.875000 Penalty: 4569.418945
	Iteration 22Q: 3 clusters Score -864391.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -864401.687500 Penalty: 4569.418945
	Iteration 23Q: 3 clusters Score -864401.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -864406.875000 Penalty: 4569.418945
	Iteration 24Q: 3 clusters Score -864406.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -864413.812500 Penalty: 4569.418945
	Iteration 25Q: 3 clusters Score -864413.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -864422.750000 Penalty: 4569.418945
	Iteration 26Q: 3 clusters Score -864422.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -864428.500000 Penalty: 4569.418945
	Iteration 27Q: 3 clusters Score -864428.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -864441.562500 Penalty: 4569.418945
	Iteration 28Q: 3 clusters Score -864441.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -864450.687500 Penalty: 4569.418945
	Iteration 29Q: 3 clusters Score -864450.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -864457.875000 Penalty: 4569.418945
	Iteration 30Q: 3 clusters Score -864457.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -864467.250000 Penalty: 4569.418945
	Iteration 31Q: 3 clusters Score -864467.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -864471.250000 Penalty: 4569.418945
	Iteration 32Q: 3 clusters Score -864471.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -864479.625000 Penalty: 4569.418945
	Iteration 33Q: 3 clusters Score -864479.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -864490.125000 Penalty: 4569.418945
	Iteration 34Q: 3 clusters Score -864490.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -864504.437500 Penalty: 4569.418945
	Iteration 35Q: 3 clusters Score -864504.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -864519.125000 Penalty: 4569.418945
	Iteration 36Q: 3 clusters Score -864519.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -864533.375000 Penalty: 4569.418945
	Iteration 37Q: 3 clusters Score -864533.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -864547.312500 Penalty: 4569.418945
	Iteration 38Q: 3 clusters Score -864547.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -864559.875000 Penalty: 4569.418945
	Iteration 39Q: 3 clusters Score -864559.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -864587.000000 Penalty: 4569.418945
	Iteration 40F: 3 clusters Score -864587 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -864601.812500 Penalty: 4569.418945
	Iteration 41Q: 3 clusters Score -864601.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -864619.250000 Penalty: 4569.418945
	Iteration 42Q: 3 clusters Score -864619.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -864634.937500 Penalty: 4569.418945
	Iteration 43Q: 3 clusters Score -864634.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -864649.250000 Penalty: 4569.418945
	Iteration 44Q: 3 clusters Score -864649.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -864664.187500 Penalty: 4569.418945
	Iteration 45Q: 3 clusters Score -864664.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -864675.625000 Penalty: 4569.418945
	Iteration 46Q: 3 clusters Score -864675.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -864688.375000 Penalty: 4569.418945
	Iteration 47Q: 3 clusters Score -864688.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -864697.687500 Penalty: 4569.418945
	Iteration 48Q: 3 clusters Score -864697.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -864705.750000 Penalty: 4569.418945
	Iteration 49Q: 3 clusters Score -864705.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -864713.125000 Penalty: 4569.418945
	Iteration 50Q: 3 clusters Score -864713.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -864723.125000 Penalty: 4569.418945
	Iteration 51Q: 3 clusters Score -864723.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -864733.500000 Penalty: 4569.418945
	Iteration 52Q: 3 clusters Score -864733.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -864744.125000 Penalty: 4569.418945
	Iteration 53Q: 3 clusters Score -864744.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -864757.000000 Penalty: 4569.418945
	Iteration 54Q: 3 clusters Score -864757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -864765.312500 Penalty: 4569.418945
	Iteration 55Q: 3 clusters Score -864765.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -864770.687500 Penalty: 4569.418945
	Iteration 56Q: 3 clusters Score -864770.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -864774.687500 Penalty: 4569.418945
	Iteration 57Q: 3 clusters Score -864774.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -864779.812500 Penalty: 4569.418945
	Iteration 58Q: 3 clusters Score -864779.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -864791.125000 Penalty: 4569.418945
	Iteration 59Q: 3 clusters Score -864791.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -864799.375000 Penalty: 4569.418945
	Iteration 60F: 3 clusters Score -864799.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -864805.000000 Penalty: 4569.418945
	Iteration 61Q: 3 clusters Score -864805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -864808.687500 Penalty: 4569.418945
	Iteration 62Q: 3 clusters Score -864808.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -864811.437500 Penalty: 4569.418945
	Iteration 63Q: 3 clusters Score -864811.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -864813.812500 Penalty: 4569.418945
	Iteration 64Q: 3 clusters Score -864813.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -864815.875000 Penalty: 4569.418945
	Iteration 65Q: 3 clusters Score -864815.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -864817.687500 Penalty: 4569.418945
	Iteration 66Q: 3 clusters Score -864817.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -864822.375000 Penalty: 4569.418945
	Iteration 67Q: 3 clusters Score -864822.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -864824.875000 Penalty: 4569.418945
	Iteration 68Q: 3 clusters Score -864824.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -864832.625000 Penalty: 4569.418945
	Iteration 69Q: 3 clusters Score -864832.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -864836.937500 Penalty: 4569.418945
	Iteration 70Q: 3 clusters Score -864836.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -864844.625000 Penalty: 4569.418945
	Iteration 71Q: 3 clusters Score -864844.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -864852.062500 Penalty: 4569.418945
	Iteration 72Q: 3 clusters Score -864852.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -864859.562500 Penalty: 4569.418945
	Iteration 73Q: 3 clusters Score -864859.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -864876.125000 Penalty: 4569.418945
	Iteration 74Q: 3 clusters Score -864876.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -864890.812500 Penalty: 4569.418945
	Iteration 75Q: 3 clusters Score -864890.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -864896.687500 Penalty: 4569.418945
	Iteration 76Q: 3 clusters Score -864896.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -864904.937500 Penalty: 4569.418945
	Iteration 77Q: 3 clusters Score -864904.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -864908.562500 Penalty: 4569.418945
	Iteration 78Q: 3 clusters Score -864908.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -864915.312500 Penalty: 4569.418945
	Iteration 79Q: 3 clusters Score -864915.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -864918.875000 Penalty: 4569.418945
	Iteration 80F: 3 clusters Score -864918.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -864926.437500 Penalty: 4569.418945
	Iteration 81Q: 3 clusters Score -864926.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -864931.000000 Penalty: 4569.418945
	Iteration 82Q: 3 clusters Score -864931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -864933.625000 Penalty: 4569.418945
	Iteration 83Q: 3 clusters Score -864933.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -864932.937500 Penalty: 4569.418945
	Iteration 84Q: 3 clusters Score -864932.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -864936.187500 Penalty: 4569.418945
	Iteration 85Q: 3 clusters Score -864936.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -864938.562500 Penalty: 4569.418945
	Iteration 86Q: 3 clusters Score -864938.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -864938.812500 Penalty: 4569.418945
	Iteration 87Q: 3 clusters Score -864938.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -864942.187500 Penalty: 4569.418945
	Iteration 88Q: 3 clusters Score -864942.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -864943.875000 Penalty: 4569.418945
	Iteration 89Q: 3 clusters Score -864943.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -864949.250000 Penalty: 4569.418945
	Iteration 90Q: 3 clusters Score -864949.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -864952.812500 Penalty: 4569.418945
	Iteration 91Q: 3 clusters Score -864952.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -864955.062500 Penalty: 4569.418945
	Iteration 92Q: 3 clusters Score -864955.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -864954.187500 Penalty: 4569.418945
	Iteration 93Q: 3 clusters Score -864954.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -864956.937500 Penalty: 4569.418945
	Iteration 94Q: 3 clusters Score -864956.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -864956.000000 Penalty: 4569.418945
	Iteration 95Q: 3 clusters Score -864956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -864956.812500 Penalty: 4569.418945
	Iteration 96Q: 3 clusters Score -864956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -864955.812500 Penalty: 4569.418945
	Iteration 97Q: 3 clusters Score -864955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -864958.000000 Penalty: 4569.418945
	Iteration 98Q: 3 clusters Score -864958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -864958.375000 Penalty: 4569.418945
	Iteration 99Q: 3 clusters Score -864958.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -864958.250000 Penalty: 4569.418945
	Iteration 100F: 3 clusters Score -864958.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -864957.375000 Penalty: 4569.418945
	Iteration 101Q: 3 clusters Score -864957.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -864957.500000 Penalty: 4569.418945
	Iteration 102Q: 3 clusters Score -864957.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -864957.500000 Penalty: 4569.418945
	Iteration 103F: 3 clusters Score -864957.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 11671 members 
Mstep: Class 3 contains 6118 members 
Mstep: Class 4 contains 221094 members 
Mstep: Class 5 contains 102624 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21280 members 
Mstep: Class 8 contains 137324 members 
Mstep: Class 9 contains 44935 members 
Mstep: Class 10 contains 10014 members 
Mstep: Class 11 contains 5510 members 
Mstep: Class 12 contains 9074 members 
Mstep: Class 13 contains 26630 members 
Mstep: Class 14 contains 309622 members 
Mstep: Class 15 contains 5189 members 
Mstep: Class 16 contains 24402 members 
Mstep: Class 17 contains 223949 members 
Mstep: Class 18 contains 10323 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 11538 members 
Mstep: Class 21 contains 228912 members 
Mstep: Class 22 contains 13192 members 
Mstep: Class 23 contains 67443 members 
Mstep: Class 24 contains 9410 members 
Mstep: Class 25 contains 4246 members 
Mstep: Class 26 contains 6285 members 
Mstep: Class 27 contains 9683 members 
Mstep: Class 28 contains 5695 members 
Mstep: Class 29 contains 11116 members 
Mstep: Class 30 contains 31573 members 
Mstep: Class 31 contains 17952 members 
Mstep: Class 32 contains 6841 members 
Mstep: Class 33 contains 8878 members 
Mstep: Class 34 contains 4327 members 
Entering Unmasked Estep 
Score: -157689392.000000 Penalty: 120826.726562
Splitting cluster 28 changes total score from -157687056.000000 to -157689392.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 29 (11116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Entering Unmasked Estep 
Score: -1027878.500000 Penalty: 2310.403076
	Iteration 0F: 2 clusters Score -1027878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1019486.687500 Penalty: 4620.806152
	Iteration 0F: 3 clusters Score -1019487 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1021983.375000 Penalty: 4620.806152
	Iteration 1F: 3 clusters Score -1021983 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1022306.250000 Penalty: 4620.806152
	Iteration 2F: 3 clusters Score -1022306 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1022579.812500 Penalty: 4620.806152
	Iteration 3F: 3 clusters Score -1022580 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1022834.625000 Penalty: 4620.806152
	Iteration 4Q: 3 clusters Score -1022835 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1023124.062500 Penalty: 4620.806152
	Iteration 5Q: 3 clusters Score -1023124 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1023453.500000 Penalty: 4620.806152
	Iteration 6Q: 3 clusters Score -1023454 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1023824.812500 Penalty: 4620.806152
	Iteration 7F: 3 clusters Score -1023825 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1024287.625000 Penalty: 4620.806152
	Iteration 8F: 3 clusters Score -1024288 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1024725.062500 Penalty: 4620.806152
	Iteration 9F: 3 clusters Score -1024725 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1025108.937500 Penalty: 4620.806152
	Iteration 10Q: 3 clusters Score -1025109 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1025419.500000 Penalty: 4620.806152
	Iteration 11Q: 3 clusters Score -1025420 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1025675.875000 Penalty: 4620.806152
	Iteration 12Q: 3 clusters Score -1025676 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1025883.062500 Penalty: 4620.806152
	Iteration 13Q: 3 clusters Score -1025883 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1026074.937500 Penalty: 4620.806152
	Iteration 14Q: 3 clusters Score -1026075 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1026206.187500 Penalty: 4620.806152
	Iteration 15Q: 3 clusters Score -1026206 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1026307.125000 Penalty: 4620.806152
	Iteration 16Q: 3 clusters Score -1026307 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1026371.000000 Penalty: 4620.806152
	Iteration 17Q: 3 clusters Score -1026371 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1026401.312500 Penalty: 4620.806152
	Iteration 18Q: 3 clusters Score -1026401 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1026427.250000 Penalty: 4620.806152
	Iteration 19Q: 3 clusters Score -1026427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1026457.500000 Penalty: 4620.806152
	Iteration 20F: 3 clusters Score -1026458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1026474.312500 Penalty: 4620.806152
	Iteration 21Q: 3 clusters Score -1026474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1026488.062500 Penalty: 4620.806152
	Iteration 22Q: 3 clusters Score -1026488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1026495.562500 Penalty: 4620.806152
	Iteration 23Q: 3 clusters Score -1026496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1026507.750000 Penalty: 4620.806152
	Iteration 24Q: 3 clusters Score -1026508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1026513.125000 Penalty: 4620.806152
	Iteration 25Q: 3 clusters Score -1026513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1026518.937500 Penalty: 4620.806152
	Iteration 26Q: 3 clusters Score -1026519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1026523.875000 Penalty: 4620.806152
	Iteration 27Q: 3 clusters Score -1026524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1026534.250000 Penalty: 4620.806152
	Iteration 28Q: 3 clusters Score -1026534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1026536.500000 Penalty: 4620.806152
	Iteration 29Q: 3 clusters Score -1026536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1026541.500000 Penalty: 4620.806152
	Iteration 30Q: 3 clusters Score -1026542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1026543.625000 Penalty: 4620.806152
	Iteration 31Q: 3 clusters Score -1026544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1026546.187500 Penalty: 4620.806152
	Iteration 32Q: 3 clusters Score -1026546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1026549.125000 Penalty: 4620.806152
	Iteration 33Q: 3 clusters Score -1026549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1026550.375000 Penalty: 4620.806152
	Iteration 34Q: 3 clusters Score -1026550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1026550.375000 Penalty: 4620.806152
	Iteration 35Q: 3 clusters Score -1026550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1026553.937500 Penalty: 4620.806152
	Iteration 36Q: 3 clusters Score -1026554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1026554.812500 Penalty: 4620.806152
	Iteration 37Q: 3 clusters Score -1026555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1026557.000000 Penalty: 4620.806152
	Iteration 38Q: 3 clusters Score -1026557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1026557.000000 Penalty: 4620.806152
	Iteration 39F: 3 clusters Score -1026557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (31573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Entering Unmasked Estep 
Score: -2798996.750000 Penalty: 2569.294434
	Iteration 0F: 2 clusters Score -2798997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2777501.750000 Penalty: 5138.588867
	Iteration 0F: 3 clusters Score -2777502 nChanged 14263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2785140.750000 Penalty: 5138.588867
	Iteration 1F: 3 clusters Score -2785141 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2785994.250000 Penalty: 5138.588867
	Iteration 2F: 3 clusters Score -2785994 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2786949.000000 Penalty: 5138.588867
	Iteration 3F: 3 clusters Score -2786949 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2787921.250000 Penalty: 5138.588867
	Iteration 4F: 3 clusters Score -2787921 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2788823.500000 Penalty: 5138.588867
	Iteration 5F: 3 clusters Score -2788824 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2789656.250000 Penalty: 5138.588867
	Iteration 6F: 3 clusters Score -2789656 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2790418.500000 Penalty: 5138.588867
	Iteration 7Q: 3 clusters Score -2790418 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2791013.000000 Penalty: 5138.588867
	Iteration 8Q: 3 clusters Score -2791013 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2791475.750000 Penalty: 5138.588867
	Iteration 9Q: 3 clusters Score -2791476 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2791860.250000 Penalty: 5138.588867
	Iteration 10Q: 3 clusters Score -2791860 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2792157.500000 Penalty: 5138.588867
	Iteration 11Q: 3 clusters Score -2792158 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2792446.750000 Penalty: 5138.588867
	Iteration 12Q: 3 clusters Score -2792447 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2792740.500000 Penalty: 5138.588867
	Iteration 13Q: 3 clusters Score -2792740 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2793032.000000 Penalty: 5138.588867
	Iteration 14Q: 3 clusters Score -2793032 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2793430.250000 Penalty: 5138.588867
	Iteration 15Q: 3 clusters Score -2793430 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2793926.250000 Penalty: 5138.588867
	Iteration 16Q: 3 clusters Score -2793926 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2794373.250000 Penalty: 5138.588867
	Iteration 17Q: 3 clusters Score -2794373 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2794792.250000 Penalty: 5138.588867
	Iteration 18Q: 3 clusters Score -2794792 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2795145.000000 Penalty: 5138.588867
	Iteration 19Q: 3 clusters Score -2795145 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2795445.000000 Penalty: 5138.588867
	Iteration 20F: 3 clusters Score -2795445 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2795701.500000 Penalty: 5138.588867
	Iteration 21Q: 3 clusters Score -2795702 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2795925.500000 Penalty: 5138.588867
	Iteration 22Q: 3 clusters Score -2795926 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2796166.750000 Penalty: 5138.588867
	Iteration 23Q: 3 clusters Score -2796167 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2796430.000000 Penalty: 5138.588867
	Iteration 24Q: 3 clusters Score -2796430 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2796658.000000 Penalty: 5138.588867
	Iteration 25Q: 3 clusters Score -2796658 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2796894.500000 Penalty: 5138.588867
	Iteration 26Q: 3 clusters Score -2796894 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2797108.000000 Penalty: 5138.588867
	Iteration 27Q: 3 clusters Score -2797108 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2797302.500000 Penalty: 5138.588867
	Iteration 28Q: 3 clusters Score -2797302 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2797459.500000 Penalty: 5138.588867
	Iteration 29Q: 3 clusters Score -2797460 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2797596.750000 Penalty: 5138.588867
	Iteration 30Q: 3 clusters Score -2797597 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2797685.000000 Penalty: 5138.588867
	Iteration 31Q: 3 clusters Score -2797685 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2797797.750000 Penalty: 5138.588867
	Iteration 32Q: 3 clusters Score -2797798 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2797898.500000 Penalty: 5138.588867
	Iteration 33Q: 3 clusters Score -2797898 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2797991.750000 Penalty: 5138.588867
	Iteration 34Q: 3 clusters Score -2797992 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2798066.250000 Penalty: 5138.588867
	Iteration 35Q: 3 clusters Score -2798066 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2798147.000000 Penalty: 5138.588867
	Iteration 36Q: 3 clusters Score -2798147 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2798216.500000 Penalty: 5138.588867
	Iteration 37Q: 3 clusters Score -2798216 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2798261.500000 Penalty: 5138.588867
	Iteration 38Q: 3 clusters Score -2798262 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2798330.000000 Penalty: 5138.588867
	Iteration 39Q: 3 clusters Score -2798330 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2798371.750000 Penalty: 5138.588867
	Iteration 40F: 3 clusters Score -2798372 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2798416.750000 Penalty: 5138.588867
	Iteration 41Q: 3 clusters Score -2798417 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2798463.500000 Penalty: 5138.588867
	Iteration 42Q: 3 clusters Score -2798464 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2798498.000000 Penalty: 5138.588867
	Iteration 43Q: 3 clusters Score -2798498 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2798532.250000 Penalty: 5138.588867
	Iteration 44Q: 3 clusters Score -2798532 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2798546.250000 Penalty: 5138.588867
	Iteration 45Q: 3 clusters Score -2798546 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2798579.500000 Penalty: 5138.588867
	Iteration 46Q: 3 clusters Score -2798580 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2798592.000000 Penalty: 5138.588867
	Iteration 47Q: 3 clusters Score -2798592 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2798603.500000 Penalty: 5138.588867
	Iteration 48Q: 3 clusters Score -2798604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2798619.500000 Penalty: 5138.588867
	Iteration 49Q: 3 clusters Score -2798620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2798621.500000 Penalty: 5138.588867
	Iteration 50Q: 3 clusters Score -2798622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2798624.750000 Penalty: 5138.588867
	Iteration 51Q: 3 clusters Score -2798625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2798633.750000 Penalty: 5138.588867
	Iteration 52Q: 3 clusters Score -2798634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2798640.750000 Penalty: 5138.588867
	Iteration 53Q: 3 clusters Score -2798641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2798639.250000 Penalty: 5138.588867
	Iteration 54Q: 3 clusters Score -2798639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2798649.250000 Penalty: 5138.588867
	Iteration 55Q: 3 clusters Score -2798649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2798653.000000 Penalty: 5138.588867
	Iteration 56Q: 3 clusters Score -2798653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2798657.250000 Penalty: 5138.588867
	Iteration 57Q: 3 clusters Score -2798657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2798657.000000 Penalty: 5138.588867
	Iteration 58Q: 3 clusters Score -2798657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2798660.750000 Penalty: 5138.588867
	Iteration 59Q: 3 clusters Score -2798661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2798664.000000 Penalty: 5138.588867
	Iteration 60F: 3 clusters Score -2798664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2798666.250000 Penalty: 5138.588867
	Iteration 61Q: 3 clusters Score -2798666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2798671.750000 Penalty: 5138.588867
	Iteration 62Q: 3 clusters Score -2798672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2798672.250000 Penalty: 5138.588867
	Iteration 63Q: 3 clusters Score -2798672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2798673.250000 Penalty: 5138.588867
	Iteration 64Q: 3 clusters Score -2798673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2798671.250000 Penalty: 5138.588867
	Iteration 65Q: 3 clusters Score -2798671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2798671.500000 Penalty: 5138.588867
	Iteration 66Q: 3 clusters Score -2798672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2798673.250000 Penalty: 5138.588867
	Iteration 67Q: 3 clusters Score -2798673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2798674.250000 Penalty: 5138.588867
	Iteration 68Q: 3 clusters Score -2798674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2798675.750000 Penalty: 5138.588867
	Iteration 69Q: 3 clusters Score -2798676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2798675.250000 Penalty: 5138.588867
	Iteration 70Q: 3 clusters Score -2798675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2798676.500000 Penalty: 5138.588867
	Iteration 71Q: 3 clusters Score -2798676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2798676.500000 Penalty: 5138.588867
	Iteration 72F: 3 clusters Score -2798676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Entering Unmasked Estep 
Score: -1680408.500000 Penalty: 2429.273193
	Iteration 0F: 2 clusters Score -1680408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1667609.375000 Penalty: 4858.546387
	Iteration 0F: 3 clusters Score -1667609 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1671885.500000 Penalty: 4858.546387
	Iteration 1F: 3 clusters Score -1671886 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1672306.750000 Penalty: 4858.546387
	Iteration 2F: 3 clusters Score -1672307 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1672703.625000 Penalty: 4858.546387
	Iteration 3Q: 3 clusters Score -1672704 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1673134.250000 Penalty: 4858.546387
	Iteration 4Q: 3 clusters Score -1673134 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1673622.250000 Penalty: 4858.546387
	Iteration 5Q: 3 clusters Score -1673622 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1674193.875000 Penalty: 4858.546387
	Iteration 6Q: 3 clusters Score -1674194 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1674876.875000 Penalty: 4858.546387
	Iteration 7F: 3 clusters Score -1674877 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1675601.000000 Penalty: 4858.546387
	Iteration 8F: 3 clusters Score -1675601 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -1676335.375000 Penalty: 4858.546387
	Iteration 9F: 3 clusters Score -1676335 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1676935.375000 Penalty: 4858.546387
	Iteration 10Q: 3 clusters Score -1676935 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1677422.750000 Penalty: 4858.546387
	Iteration 11Q: 3 clusters Score -1677423 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -1677766.000000 Penalty: 4858.546387
	Iteration 12Q: 3 clusters Score -1677766 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1677943.000000 Penalty: 4858.546387
	Iteration 13Q: 3 clusters Score -1677943 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1678042.875000 Penalty: 4858.546387
	Iteration 14Q: 3 clusters Score -1678043 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1678107.875000 Penalty: 4858.546387
	Iteration 15Q: 3 clusters Score -1678108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -1678167.875000 Penalty: 4858.546387
	Iteration 16Q: 3 clusters Score -1678168 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1678223.000000 Penalty: 4858.546387
	Iteration 17Q: 3 clusters Score -1678223 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -1678262.750000 Penalty: 4858.546387
	Iteration 18Q: 3 clusters Score -1678263 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -1678304.375000 Penalty: 4858.546387
	Iteration 19Q: 3 clusters Score -1678304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -1678319.250000 Penalty: 4858.546387
	Iteration 20F: 3 clusters Score -1678319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1678335.625000 Penalty: 4858.546387
	Iteration 21Q: 3 clusters Score -1678336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1678352.750000 Penalty: 4858.546387
	Iteration 22Q: 3 clusters Score -1678353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1678373.750000 Penalty: 4858.546387
	Iteration 23Q: 3 clusters Score -1678374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1678388.125000 Penalty: 4858.546387
	Iteration 24Q: 3 clusters Score -1678388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1678401.250000 Penalty: 4858.546387
	Iteration 25Q: 3 clusters Score -1678401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1678409.750000 Penalty: 4858.546387
	Iteration 26Q: 3 clusters Score -1678410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -1678414.375000 Penalty: 4858.546387
	Iteration 27Q: 3 clusters Score -1678414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -1678417.250000 Penalty: 4858.546387
	Iteration 28Q: 3 clusters Score -1678417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1678423.000000 Penalty: 4858.546387
	Iteration 29Q: 3 clusters Score -1678423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1678425.750000 Penalty: 4858.546387
	Iteration 30Q: 3 clusters Score -1678426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -1678427.875000 Penalty: 4858.546387
	Iteration 31Q: 3 clusters Score -1678428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1678428.875000 Penalty: 4858.546387
	Iteration 32Q: 3 clusters Score -1678429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1678434.125000 Penalty: 4858.546387
	Iteration 33Q: 3 clusters Score -1678434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1678437.750000 Penalty: 4858.546387
	Iteration 34Q: 3 clusters Score -1678438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1678437.000000 Penalty: 4858.546387
	Iteration 35Q: 3 clusters Score -1678437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -1678439.375000 Penalty: 4858.546387
	Iteration 36Q: 3 clusters Score -1678439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1678442.125000 Penalty: 4858.546387
	Iteration 37Q: 3 clusters Score -1678442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1678443.375000 Penalty: 4858.546387
	Iteration 38Q: 3 clusters Score -1678443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1678448.500000 Penalty: 4858.546387
	Iteration 39Q: 3 clusters Score -1678448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1678452.375000 Penalty: 4858.546387
	Iteration 40F: 3 clusters Score -1678452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1678452.250000 Penalty: 4858.546387
	Iteration 41Q: 3 clusters Score -1678452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1678456.000000 Penalty: 4858.546387
	Iteration 42Q: 3 clusters Score -1678456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1678455.250000 Penalty: 4858.546387
	Iteration 43Q: 3 clusters Score -1678455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -1678455.250000 Penalty: 4858.546387
	Iteration 44Q: 3 clusters Score -1678455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -1678455.250000 Penalty: 4858.546387
	Iteration 45F: 3 clusters Score -1678455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Entering Unmasked Estep 
Score: -635817.687500 Penalty: 2190.010986
	Iteration 0F: 2 clusters Score -635817.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -630240.187500 Penalty: 4380.021973
	Iteration 0F: 3 clusters Score -630240.2 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -631781.375000 Penalty: 4380.021973
	Iteration 1F: 3 clusters Score -631781.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -632072.062500 Penalty: 4380.021973
	Iteration 2F: 3 clusters Score -632072.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -632266.125000 Penalty: 4380.021973
	Iteration 3Q: 3 clusters Score -632266.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -632412.687500 Penalty: 4380.021973
	Iteration 4Q: 3 clusters Score -632412.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -632521.062500 Penalty: 4380.021973
	Iteration 5Q: 3 clusters Score -632521.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -632613.062500 Penalty: 4380.021973
	Iteration 6Q: 3 clusters Score -632613.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -632709.562500 Penalty: 4380.021973
	Iteration 7Q: 3 clusters Score -632709.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -632796.562500 Penalty: 4380.021973
	Iteration 8Q: 3 clusters Score -632796.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -632887.000000 Penalty: 4380.021973
	Iteration 9Q: 3 clusters Score -632887 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -632989.250000 Penalty: 4380.021973
	Iteration 10Q: 3 clusters Score -632989.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -633106.750000 Penalty: 4380.021973
	Iteration 11Q: 3 clusters Score -633106.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -633233.375000 Penalty: 4380.021973
	Iteration 12Q: 3 clusters Score -633233.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -633348.812500 Penalty: 4380.021973
	Iteration 13Q: 3 clusters Score -633348.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -633456.750000 Penalty: 4380.021973
	Iteration 14Q: 3 clusters Score -633456.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -633566.062500 Penalty: 4380.021973
	Iteration 15Q: 3 clusters Score -633566.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -633659.437500 Penalty: 4380.021973
	Iteration 16Q: 3 clusters Score -633659.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -633717.937500 Penalty: 4380.021973
	Iteration 17Q: 3 clusters Score -633717.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -633757.750000 Penalty: 4380.021973
	Iteration 18Q: 3 clusters Score -633757.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -633788.500000 Penalty: 4380.021973
	Iteration 19Q: 3 clusters Score -633788.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -633819.562500 Penalty: 4380.021973
	Iteration 20F: 3 clusters Score -633819.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -633844.750000 Penalty: 4380.021973
	Iteration 21Q: 3 clusters Score -633844.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -633863.125000 Penalty: 4380.021973
	Iteration 22Q: 3 clusters Score -633863.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -633876.062500 Penalty: 4380.021973
	Iteration 23Q: 3 clusters Score -633876.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -633882.312500 Penalty: 4380.021973
	Iteration 24Q: 3 clusters Score -633882.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -633894.937500 Penalty: 4380.021973
	Iteration 25Q: 3 clusters Score -633894.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -633904.687500 Penalty: 4380.021973
	Iteration 26Q: 3 clusters Score -633904.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -633909.375000 Penalty: 4380.021973
	Iteration 27Q: 3 clusters Score -633909.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -633918.562500 Penalty: 4380.021973
	Iteration 28Q: 3 clusters Score -633918.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -633923.312500 Penalty: 4380.021973
	Iteration 29Q: 3 clusters Score -633923.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -633929.812500 Penalty: 4380.021973
	Iteration 30Q: 3 clusters Score -633929.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -633935.187500 Penalty: 4380.021973
	Iteration 31Q: 3 clusters Score -633935.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -633942.312500 Penalty: 4380.021973
	Iteration 32Q: 3 clusters Score -633942.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -633948.875000 Penalty: 4380.021973
	Iteration 33Q: 3 clusters Score -633948.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -633952.812500 Penalty: 4380.021973
	Iteration 34Q: 3 clusters Score -633952.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -633956.937500 Penalty: 4380.021973
	Iteration 35Q: 3 clusters Score -633956.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -633958.312500 Penalty: 4380.021973
	Iteration 36Q: 3 clusters Score -633958.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -633957.187500 Penalty: 4380.021973
	Iteration 37Q: 3 clusters Score -633957.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -633958.500000 Penalty: 4380.021973
	Iteration 38Q: 3 clusters Score -633958.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -633959.625000 Penalty: 4380.021973
	Iteration 39Q: 3 clusters Score -633959.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -633962.187500 Penalty: 4380.021973
	Iteration 40F: 3 clusters Score -633962.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -633962.750000 Penalty: 4380.021973
	Iteration 41Q: 3 clusters Score -633962.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -633963.375000 Penalty: 4380.021973
	Iteration 42Q: 3 clusters Score -633963.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -633966.500000 Penalty: 4380.021973
	Iteration 43Q: 3 clusters Score -633966.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -633967.187500 Penalty: 4380.021973
	Iteration 44Q: 3 clusters Score -633967.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -633970.000000 Penalty: 4380.021973
	Iteration 45Q: 3 clusters Score -633970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -633969.375000 Penalty: 4380.021973
	Iteration 46Q: 3 clusters Score -633969.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -633968.937500 Penalty: 4380.021973
	Iteration 47Q: 3 clusters Score -633968.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -633968.937500 Penalty: 4380.021973
	Iteration 48Q: 3 clusters Score -633968.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -633968.312500 Penalty: 4380.021973
	Iteration 49Q: 3 clusters Score -633968.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -633968.437500 Penalty: 4380.021973
	Iteration 50Q: 3 clusters Score -633968.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -633969.437500 Penalty: 4380.021973
	Iteration 51Q: 3 clusters Score -633969.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -633971.687500 Penalty: 4380.021973
	Iteration 52Q: 3 clusters Score -633971.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -633972.750000 Penalty: 4380.021973
	Iteration 53Q: 3 clusters Score -633972.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -633976.812500 Penalty: 4380.021973
	Iteration 54Q: 3 clusters Score -633976.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -633976.000000 Penalty: 4380.021973
	Iteration 55Q: 3 clusters Score -633976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -633979.750000 Penalty: 4380.021973
	Iteration 56Q: 3 clusters Score -633979.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -633983.000000 Penalty: 4380.021973
	Iteration 57Q: 3 clusters Score -633983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -633983.187500 Penalty: 4380.021973
	Iteration 58Q: 3 clusters Score -633983.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -633986.250000 Penalty: 4380.021973
	Iteration 59Q: 3 clusters Score -633986.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -633987.250000 Penalty: 4380.021973
	Iteration 60F: 3 clusters Score -633987.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -633990.375000 Penalty: 4380.021973
	Iteration 61Q: 3 clusters Score -633990.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -633992.062500 Penalty: 4380.021973
	Iteration 62Q: 3 clusters Score -633992.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -633994.812500 Penalty: 4380.021973
	Iteration 63Q: 3 clusters Score -633994.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -633996.125000 Penalty: 4380.021973
	Iteration 64Q: 3 clusters Score -633996.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -633999.562500 Penalty: 4380.021973
	Iteration 65Q: 3 clusters Score -633999.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -634002.875000 Penalty: 4380.021973
	Iteration 66Q: 3 clusters Score -634002.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -634005.375000 Penalty: 4380.021973
	Iteration 67Q: 3 clusters Score -634005.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -634009.000000 Penalty: 4380.021973
	Iteration 68Q: 3 clusters Score -634009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -634014.187500 Penalty: 4380.021973
	Iteration 69Q: 3 clusters Score -634014.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -634015.500000 Penalty: 4380.021973
	Iteration 70Q: 3 clusters Score -634015.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -634018.750000 Penalty: 4380.021973
	Iteration 71Q: 3 clusters Score -634018.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -634021.125000 Penalty: 4380.021973
	Iteration 72Q: 3 clusters Score -634021.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -634024.375000 Penalty: 4380.021973
	Iteration 73Q: 3 clusters Score -634024.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -634030.187500 Penalty: 4380.021973
	Iteration 74Q: 3 clusters Score -634030.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -634034.187500 Penalty: 4380.021973
	Iteration 75Q: 3 clusters Score -634034.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -634038.000000 Penalty: 4380.021973
	Iteration 76Q: 3 clusters Score -634038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -634041.812500 Penalty: 4380.021973
	Iteration 77Q: 3 clusters Score -634041.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -634043.312500 Penalty: 4380.021973
	Iteration 78Q: 3 clusters Score -634043.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -634048.250000 Penalty: 4380.021973
	Iteration 79Q: 3 clusters Score -634048.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -634051.062500 Penalty: 4380.021973
	Iteration 80F: 3 clusters Score -634051.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -634054.812500 Penalty: 4380.021973
	Iteration 81Q: 3 clusters Score -634054.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -634057.500000 Penalty: 4380.021973
	Iteration 82Q: 3 clusters Score -634057.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -634060.000000 Penalty: 4380.021973
	Iteration 83Q: 3 clusters Score -634060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -634060.875000 Penalty: 4380.021973
	Iteration 84Q: 3 clusters Score -634060.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -634063.000000 Penalty: 4380.021973
	Iteration 85Q: 3 clusters Score -634063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -634068.562500 Penalty: 4380.021973
	Iteration 86Q: 3 clusters Score -634068.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -634070.312500 Penalty: 4380.021973
	Iteration 87Q: 3 clusters Score -634070.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -634074.687500 Penalty: 4380.021973
	Iteration 88Q: 3 clusters Score -634074.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -634076.187500 Penalty: 4380.021973
	Iteration 89Q: 3 clusters Score -634076.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -634082.187500 Penalty: 4380.021973
	Iteration 90Q: 3 clusters Score -634082.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -634084.312500 Penalty: 4380.021973
	Iteration 91Q: 3 clusters Score -634084.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -634087.937500 Penalty: 4380.021973
	Iteration 92Q: 3 clusters Score -634087.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -634088.250000 Penalty: 4380.021973
	Iteration 93Q: 3 clusters Score -634088.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -634089.812500 Penalty: 4380.021973
	Iteration 94Q: 3 clusters Score -634089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -634089.312500 Penalty: 4380.021973
	Iteration 95Q: 3 clusters Score -634089.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -634091.562500 Penalty: 4380.021973
	Iteration 96Q: 3 clusters Score -634091.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -634092.625000 Penalty: 4380.021973
	Iteration 97Q: 3 clusters Score -634092.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -634094.875000 Penalty: 4380.021973
	Iteration 98Q: 3 clusters Score -634094.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -634096.500000 Penalty: 4380.021973
	Iteration 99Q: 3 clusters Score -634096.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -634099.437500 Penalty: 4380.021973
	Iteration 100F: 3 clusters Score -634099.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -634103.625000 Penalty: 4380.021973
	Iteration 101Q: 3 clusters Score -634103.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -634105.562500 Penalty: 4380.021973
	Iteration 102Q: 3 clusters Score -634105.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -634108.187500 Penalty: 4380.021973
	Iteration 103Q: 3 clusters Score -634108.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -634111.625000 Penalty: 4380.021973
	Iteration 104Q: 3 clusters Score -634111.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -634114.687500 Penalty: 4380.021973
	Iteration 105Q: 3 clusters Score -634114.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -634118.250000 Penalty: 4380.021973
	Iteration 106Q: 3 clusters Score -634118.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -634121.312500 Penalty: 4380.021973
	Iteration 107Q: 3 clusters Score -634121.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -634125.625000 Penalty: 4380.021973
	Iteration 108Q: 3 clusters Score -634125.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -634131.062500 Penalty: 4380.021973
	Iteration 109Q: 3 clusters Score -634131.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -634134.875000 Penalty: 4380.021973
	Iteration 110Q: 3 clusters Score -634134.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -634140.750000 Penalty: 4380.021973
	Iteration 111Q: 3 clusters Score -634140.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -634145.437500 Penalty: 4380.021973
	Iteration 112Q: 3 clusters Score -634145.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -634151.687500 Penalty: 4380.021973
	Iteration 113Q: 3 clusters Score -634151.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -634156.562500 Penalty: 4380.021973
	Iteration 114Q: 3 clusters Score -634156.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -634161.500000 Penalty: 4380.021973
	Iteration 115Q: 3 clusters Score -634161.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -634163.812500 Penalty: 4380.021973
	Iteration 116Q: 3 clusters Score -634163.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -634167.375000 Penalty: 4380.021973
	Iteration 117Q: 3 clusters Score -634167.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -634169.937500 Penalty: 4380.021973
	Iteration 118Q: 3 clusters Score -634169.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -634170.000000 Penalty: 4380.021973
	Iteration 119Q: 3 clusters Score -634170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -634170.375000 Penalty: 4380.021973
	Iteration 120F: 3 clusters Score -634170.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -634172.500000 Penalty: 4380.021973
	Iteration 121Q: 3 clusters Score -634172.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -634175.312500 Penalty: 4380.021973
	Iteration 122Q: 3 clusters Score -634175.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -634175.625000 Penalty: 4380.021973
	Iteration 123Q: 3 clusters Score -634175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -634177.375000 Penalty: 4380.021973
	Iteration 124Q: 3 clusters Score -634177.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -634177.875000 Penalty: 4380.021973
	Iteration 125Q: 3 clusters Score -634177.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -634180.500000 Penalty: 4380.021973
	Iteration 126Q: 3 clusters Score -634180.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -634180.750000 Penalty: 4380.021973
	Iteration 127Q: 3 clusters Score -634180.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -634184.125000 Penalty: 4380.021973
	Iteration 128Q: 3 clusters Score -634184.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -634187.062500 Penalty: 4380.021973
	Iteration 129Q: 3 clusters Score -634187.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -634189.375000 Penalty: 4380.021973
	Iteration 130Q: 3 clusters Score -634189.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -634194.812500 Penalty: 4380.021973
	Iteration 131Q: 3 clusters Score -634194.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -634199.812500 Penalty: 4380.021973
	Iteration 132Q: 3 clusters Score -634199.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -634201.500000 Penalty: 4380.021973
	Iteration 133Q: 3 clusters Score -634201.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -634207.312500 Penalty: 4380.021973
	Iteration 134Q: 3 clusters Score -634207.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -634209.062500 Penalty: 4380.021973
	Iteration 135Q: 3 clusters Score -634209.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -634214.375000 Penalty: 4380.021973
	Iteration 136Q: 3 clusters Score -634214.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -634219.312500 Penalty: 4380.021973
	Iteration 137Q: 3 clusters Score -634219.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -634223.687500 Penalty: 4380.021973
	Iteration 138Q: 3 clusters Score -634223.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -634227.312500 Penalty: 4380.021973
	Iteration 139Q: 3 clusters Score -634227.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -634233.937500 Penalty: 4380.021973
	Iteration 140F: 3 clusters Score -634233.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -634235.562500 Penalty: 4380.021973
	Iteration 141Q: 3 clusters Score -634235.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -634242.437500 Penalty: 4380.021973
	Iteration 142Q: 3 clusters Score -634242.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -634244.312500 Penalty: 4380.021973
	Iteration 143Q: 3 clusters Score -634244.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -634245.312500 Penalty: 4380.021973
	Iteration 144Q: 3 clusters Score -634245.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -634248.312500 Penalty: 4380.021973
	Iteration 145Q: 3 clusters Score -634248.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -634249.750000 Penalty: 4380.021973
	Iteration 146Q: 3 clusters Score -634249.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -634253.500000 Penalty: 4380.021973
	Iteration 147Q: 3 clusters Score -634253.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -634256.750000 Penalty: 4380.021973
	Iteration 148Q: 3 clusters Score -634256.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -634261.187500 Penalty: 4380.021973
	Iteration 149Q: 3 clusters Score -634261.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -634263.437500 Penalty: 4380.021973
	Iteration 150Q: 3 clusters Score -634263.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -634268.375000 Penalty: 4380.021973
	Iteration 151Q: 3 clusters Score -634268.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -634270.062500 Penalty: 4380.021973
	Iteration 152Q: 3 clusters Score -634270.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -634272.000000 Penalty: 4380.021973
	Iteration 153Q: 3 clusters Score -634272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -634273.625000 Penalty: 4380.021973
	Iteration 154Q: 3 clusters Score -634273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -634272.187500 Penalty: 4380.021973
	Iteration 155Q: 3 clusters Score -634272.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -634272.187500 Penalty: 4380.021973
	Iteration 156F: 3 clusters Score -634272.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 11671 members 
Mstep: Class 3 contains 6118 members 
Mstep: Class 4 contains 221094 members 
Mstep: Class 5 contains 102624 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21280 members 
Mstep: Class 8 contains 137324 members 
Mstep: Class 9 contains 44935 members 
Mstep: Class 10 contains 10014 members 
Mstep: Class 11 contains 5510 members 
Mstep: Class 12 contains 9074 members 
Mstep: Class 13 contains 26630 members 
Mstep: Class 14 contains 309622 members 
Mstep: Class 15 contains 5189 members 
Mstep: Class 16 contains 24402 members 
Mstep: Class 17 contains 223949 members 
Mstep: Class 18 contains 10323 members 
Mstep: Class 19 contains 22636 members 
Mstep: Class 20 contains 11538 members 
Mstep: Class 21 contains 228912 members 
Mstep: Class 22 contains 13192 members 
Mstep: Class 23 contains 67443 members 
Mstep: Class 24 contains 9410 members 
Mstep: Class 25 contains 4246 members 
Mstep: Class 26 contains 6285 members 
Mstep: Class 27 contains 9683 members 
Mstep: Class 28 contains 5695 members 
Mstep: Class 29 contains 11116 members 
Mstep: Class 30 contains 31573 members 
Mstep: Class 31 contains 17952 members 
Mstep: Class 32 contains 6841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690768.000000 Penalty: 120826.726562
Iteration 159Q: 35 clusters Score -1.576908e+08 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 11661 members 
Mstep: Class 3 contains 6057 members 
Mstep: Class 4 contains 221096 members 
Mstep: Class 5 contains 102625 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21280 members 
Mstep: Class 8 contains 137320 members 
Mstep: Class 9 contains 44989 members 
Mstep: Class 10 contains 10045 members 
Mstep: Class 11 contains 5576 members 
Mstep: Class 12 contains 9066 members 
Mstep: Class 13 contains 26837 members 
Mstep: Class 14 contains 309626 members 
Mstep: Class 15 contains 5191 members 
Mstep: Class 16 contains 24367 members 
Mstep: Class 17 contains 223954 members 
Mstep: Class 18 contains 10323 members 
Mstep: Class 19 contains 22642 members 
Mstep: Class 20 contains 11389 members 
Mstep: Class 21 contains 228914 members 
Mstep: Class 22 contains 13189 members 
Mstep: Class 23 contains 67631 members 
Mstep: Class 24 contains 9449 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 6318 members 
Mstep: Class 27 contains 9691 members 
Mstep: Class 28 contains 5891 members 
Mstep: Class 29 contains 11109 members 
Mstep: Class 30 contains 31561 members 
Mstep: Class 31 contains 18120 members 
Mstep: Class 32 contains 6846 members 
Mstep: Class 33 contains 8325 members 
Mstep: Class 34 contains 4123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157692592.000000 Penalty: 120826.726562
Iteration 160F: 35 clusters Score -1.576926e+08 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 11668 members 
Mstep: Class 3 contains 6028 members 
Mstep: Class 4 contains 220994 members 
Mstep: Class 5 contains 102616 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21279 members 
Mstep: Class 8 contains 137314 members 
Mstep: Class 9 contains 44875 members 
Mstep: Class 10 contains 10041 members 
Mstep: Class 11 contains 5462 members 
Mstep: Class 12 contains 9064 members 
Mstep: Class 13 contains 26873 members 
Mstep: Class 14 contains 309537 members 
Mstep: Class 15 contains 5196 members 
Mstep: Class 16 contains 24346 members 
Mstep: Class 17 contains 223936 members 
Mstep: Class 18 contains 10324 members 
Mstep: Class 19 contains 22641 members 
Mstep: Class 20 contains 11259 members 
Mstep: Class 21 contains 228908 members 
Mstep: Class 22 contains 13186 members 
Mstep: Class 23 contains 66826 members 
Mstep: Class 24 contains 9425 members 
Mstep: Class 25 contains 4261 members 
Mstep: Class 26 contains 6353 members 
Mstep: Class 27 contains 9704 members 
Mstep: Class 28 contains 5939 members 
Mstep: Class 29 contains 11101 members 
Mstep: Class 30 contains 31315 members 
Mstep: Class 31 contains 18281 members 
Mstep: Class 32 contains 6858 members 
Mstep: Class 33 contains 8863 members 
Mstep: Class 34 contains 4976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693136.000000 Penalty: 120826.726562
Iteration 161Q: 35 clusters Score -1.576931e+08 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 11681 members 
Mstep: Class 3 contains 5980 members 
Mstep: Class 4 contains 220913 members 
Mstep: Class 5 contains 102605 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21278 members 
Mstep: Class 8 contains 137298 members 
Mstep: Class 9 contains 44821 members 
Mstep: Class 10 contains 10043 members 
Mstep: Class 11 contains 5396 members 
Mstep: Class 12 contains 9064 members 
Mstep: Class 13 contains 26884 members 
Mstep: Class 14 contains 309455 members 
Mstep: Class 15 contains 5194 members 
Mstep: Class 16 contains 24324 members 
Mstep: Class 17 contains 223916 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 22640 members 
Mstep: Class 20 contains 11238 members 
Mstep: Class 21 contains 228904 members 
Mstep: Class 22 contains 13184 members 
Mstep: Class 23 contains 66206 members 
Mstep: Class 24 contains 9434 members 
Mstep: Class 25 contains 4268 members 
Mstep: Class 26 contains 6386 members 
Mstep: Class 27 contains 9723 members 
Mstep: Class 28 contains 6070 members 
Mstep: Class 29 contains 11105 members 
Mstep: Class 30 contains 31085 members 
Mstep: Class 31 contains 18453 members 
Mstep: Class 32 contains 6869 members 
Mstep: Class 33 contains 9143 members 
Mstep: Class 34 contains 5536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693552.000000 Penalty: 120826.726562
Iteration 162Q: 35 clusters Score -1.576936e+08 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 11678 members 
Mstep: Class 3 contains 5951 members 
Mstep: Class 4 contains 220845 members 
Mstep: Class 5 contains 102594 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21274 members 
Mstep: Class 8 contains 137293 members 
Mstep: Class 9 contains 44775 members 
Mstep: Class 10 contains 10048 members 
Mstep: Class 11 contains 5321 members 
Mstep: Class 12 contains 9052 members 
Mstep: Class 13 contains 26909 members 
Mstep: Class 14 contains 309409 members 
Mstep: Class 15 contains 5197 members 
Mstep: Class 16 contains 24308 members 
Mstep: Class 17 contains 223901 members 
Mstep: Class 18 contains 10326 members 
Mstep: Class 19 contains 22650 members 
Mstep: Class 20 contains 11243 members 
Mstep: Class 21 contains 228897 members 
Mstep: Class 22 contains 13178 members 
Mstep: Class 23 contains 65785 members 
Mstep: Class 24 contains 9456 members 
Mstep: Class 25 contains 4270 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 9734 members 
Mstep: Class 28 contains 6177 members 
Mstep: Class 29 contains 11105 members 
Mstep: Class 30 contains 30849 members 
Mstep: Class 31 contains 18609 members 
Mstep: Class 32 contains 6896 members 
Mstep: Class 33 contains 9338 members 
Mstep: Class 34 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694112.000000 Penalty: 120826.726562
Iteration 163Q: 35 clusters Score -1.576941e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 11682 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 220794 members 
Mstep: Class 5 contains 102574 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21274 members 
Mstep: Class 8 contains 137283 members 
Mstep: Class 9 contains 44727 members 
Mstep: Class 10 contains 10056 members 
Mstep: Class 11 contains 5258 members 
Mstep: Class 12 contains 9041 members 
Mstep: Class 13 contains 26933 members 
Mstep: Class 14 contains 309389 members 
Mstep: Class 15 contains 5196 members 
Mstep: Class 16 contains 24301 members 
Mstep: Class 17 contains 223881 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 22667 members 
Mstep: Class 20 contains 11246 members 
Mstep: Class 21 contains 228890 members 
Mstep: Class 22 contains 13174 members 
Mstep: Class 23 contains 65455 members 
Mstep: Class 24 contains 9473 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 6441 members 
Mstep: Class 27 contains 9753 members 
Mstep: Class 28 contains 6269 members 
Mstep: Class 29 contains 11101 members 
Mstep: Class 30 contains 30627 members 
Mstep: Class 31 contains 18749 members 
Mstep: Class 32 contains 6918 members 
Mstep: Class 33 contains 9507 members 
Mstep: Class 34 contains 6153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695024.000000 Penalty: 120826.726562
Iteration 164Q: 35 clusters Score -1.57695e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 11681 members 
Mstep: Class 3 contains 5921 members 
Mstep: Class 4 contains 220744 members 
Mstep: Class 5 contains 102551 members 
Mstep: Class 6 contains 8102 members 
Mstep: Class 7 contains 21271 members 
Mstep: Class 8 contains 137275 members 
Mstep: Class 9 contains 44689 members 
Mstep: Class 10 contains 10059 members 
Mstep: Class 11 contains 5203 members 
Mstep: Class 12 contains 9041 members 
Mstep: Class 13 contains 26943 members 
Mstep: Class 14 contains 309360 members 
Mstep: Class 15 contains 5198 members 
Mstep: Class 16 contains 24296 members 
Mstep: Class 17 contains 223870 members 
Mstep: Class 18 contains 10323 members 
Mstep: Class 19 contains 22692 members 
Mstep: Class 20 contains 11264 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13168 members 
Mstep: Class 23 contains 65255 members 
Mstep: Class 24 contains 9485 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 6465 members 
Mstep: Class 27 contains 9769 members 
Mstep: Class 28 contains 6347 members 
Mstep: Class 29 contains 11092 members 
Mstep: Class 30 contains 30439 members 
Mstep: Class 31 contains 18889 members 
Mstep: Class 32 contains 6936 members 
Mstep: Class 33 contains 9610 members 
Mstep: Class 34 contains 6318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694768.000000 Penalty: 120826.726562
Iteration 165Q: 35 clusters Score -1.576948e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 11692 members 
Mstep: Class 3 contains 5910 members 
Mstep: Class 4 contains 220705 members 
Mstep: Class 5 contains 102524 members 
Mstep: Class 6 contains 8102 members 
Mstep: Class 7 contains 21268 members 
Mstep: Class 8 contains 137263 members 
Mstep: Class 9 contains 44662 members 
Mstep: Class 10 contains 10066 members 
Mstep: Class 11 contains 5159 members 
Mstep: Class 12 contains 9041 members 
Mstep: Class 13 contains 26941 members 
Mstep: Class 14 contains 309341 members 
Mstep: Class 15 contains 5206 members 
Mstep: Class 16 contains 24317 members 
Mstep: Class 17 contains 223840 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 22699 members 
Mstep: Class 20 contains 11279 members 
Mstep: Class 21 contains 228878 members 
Mstep: Class 22 contains 13167 members 
Mstep: Class 23 contains 65086 members 
Mstep: Class 24 contains 9494 members 
Mstep: Class 25 contains 4290 members 
Mstep: Class 26 contains 6491 members 
Mstep: Class 27 contains 9781 members 
Mstep: Class 28 contains 6420 members 
Mstep: Class 29 contains 11097 members 
Mstep: Class 30 contains 30249 members 
Mstep: Class 31 contains 19002 members 
Mstep: Class 32 contains 6952 members 
Mstep: Class 33 contains 9710 members 
Mstep: Class 34 contains 6447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694672.000000 Penalty: 120826.726562
Iteration 166Q: 35 clusters Score -1.576947e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 11710 members 
Mstep: Class 3 contains 5904 members 
Mstep: Class 4 contains 220667 members 
Mstep: Class 5 contains 102505 members 
Mstep: Class 6 contains 8102 members 
Mstep: Class 7 contains 21267 members 
Mstep: Class 8 contains 137252 members 
Mstep: Class 9 contains 44623 members 
Mstep: Class 10 contains 10071 members 
Mstep: Class 11 contains 5126 members 
Mstep: Class 12 contains 9038 members 
Mstep: Class 13 contains 26928 members 
Mstep: Class 14 contains 309334 members 
Mstep: Class 15 contains 5209 members 
Mstep: Class 16 contains 24313 members 
Mstep: Class 17 contains 223824 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 22706 members 
Mstep: Class 20 contains 11279 members 
Mstep: Class 21 contains 228875 members 
Mstep: Class 22 contains 13165 members 
Mstep: Class 23 contains 64969 members 
Mstep: Class 24 contains 9523 members 
Mstep: Class 25 contains 4302 members 
Mstep: Class 26 contains 6507 members 
Mstep: Class 27 contains 9797 members 
Mstep: Class 28 contains 6505 members 
Mstep: Class 29 contains 11101 members 
Mstep: Class 30 contains 30053 members 
Mstep: Class 31 contains 19104 members 
Mstep: Class 32 contains 6959 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 6533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694880.000000 Penalty: 120826.726562
Iteration 167Q: 35 clusters Score -1.576949e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 11730 members 
Mstep: Class 3 contains 5889 members 
Mstep: Class 4 contains 220644 members 
Mstep: Class 5 contains 102489 members 
Mstep: Class 6 contains 8102 members 
Mstep: Class 7 contains 21263 members 
Mstep: Class 8 contains 137237 members 
Mstep: Class 9 contains 44607 members 
Mstep: Class 10 contains 10072 members 
Mstep: Class 11 contains 5087 members 
Mstep: Class 12 contains 9031 members 
Mstep: Class 13 contains 26901 members 
Mstep: Class 14 contains 309318 members 
Mstep: Class 15 contains 5209 members 
Mstep: Class 16 contains 24317 members 
Mstep: Class 17 contains 223816 members 
Mstep: Class 18 contains 10322 members 
Mstep: Class 19 contains 22708 members 
Mstep: Class 20 contains 11287 members 
Mstep: Class 21 contains 228874 members 
Mstep: Class 22 contains 13165 members 
Mstep: Class 23 contains 64869 members 
Mstep: Class 24 contains 9549 members 
Mstep: Class 25 contains 4312 members 
Mstep: Class 26 contains 6517 members 
Mstep: Class 27 contains 9811 members 
Mstep: Class 28 contains 6580 members 
Mstep: Class 29 contains 11099 members 
Mstep: Class 30 contains 29887 members 
Mstep: Class 31 contains 19190 members 
Mstep: Class 32 contains 6966 members 
Mstep: Class 33 contains 9859 members 
Mstep: Class 34 contains 6617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695152.000000 Penalty: 120826.726562
Iteration 168Q: 35 clusters Score -1.576952e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 11744 members 
Mstep: Class 3 contains 5881 members 
Mstep: Class 4 contains 220617 members 
Mstep: Class 5 contains 102482 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21259 members 
Mstep: Class 8 contains 137231 members 
Mstep: Class 9 contains 44585 members 
Mstep: Class 10 contains 10077 members 
Mstep: Class 11 contains 5054 members 
Mstep: Class 12 contains 9027 members 
Mstep: Class 13 contains 26878 members 
Mstep: Class 14 contains 309313 members 
Mstep: Class 15 contains 5216 members 
Mstep: Class 16 contains 24316 members 
Mstep: Class 17 contains 223804 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 22714 members 
Mstep: Class 20 contains 11292 members 
Mstep: Class 21 contains 228874 members 
Mstep: Class 22 contains 13165 members 
Mstep: Class 23 contains 64781 members 
Mstep: Class 24 contains 9578 members 
Mstep: Class 25 contains 4314 members 
Mstep: Class 26 contains 6523 members 
Mstep: Class 27 contains 9817 members 
Mstep: Class 28 contains 6648 members 
Mstep: Class 29 contains 11096 members 
Mstep: Class 30 contains 29725 members 
Mstep: Class 31 contains 19276 members 
Mstep: Class 32 contains 6976 members 
Mstep: Class 33 contains 9918 members 
Mstep: Class 34 contains 6685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694976.000000 Penalty: 120826.726562
Iteration 169Q: 35 clusters Score -1.57695e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 5882 members 
Mstep: Class 4 contains 220581 members 
Mstep: Class 5 contains 102467 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21253 members 
Mstep: Class 8 contains 137227 members 
Mstep: Class 9 contains 44558 members 
Mstep: Class 10 contains 10080 members 
Mstep: Class 11 contains 5020 members 
Mstep: Class 12 contains 9027 members 
Mstep: Class 13 contains 26865 members 
Mstep: Class 14 contains 309315 members 
Mstep: Class 15 contains 5220 members 
Mstep: Class 16 contains 24322 members 
Mstep: Class 17 contains 223793 members 
Mstep: Class 18 contains 10322 members 
Mstep: Class 19 contains 22718 members 
Mstep: Class 20 contains 11302 members 
Mstep: Class 21 contains 228879 members 
Mstep: Class 22 contains 13164 members 
Mstep: Class 23 contains 64697 members 
Mstep: Class 24 contains 9609 members 
Mstep: Class 25 contains 4318 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 9822 members 
Mstep: Class 28 contains 6695 members 
Mstep: Class 29 contains 11094 members 
Mstep: Class 30 contains 29569 members 
Mstep: Class 31 contains 19373 members 
Mstep: Class 32 contains 6984 members 
Mstep: Class 33 contains 9978 members 
Mstep: Class 34 contains 6757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695232.000000 Penalty: 120826.726562
Iteration 170Q: 35 clusters Score -1.576952e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 11745 members 
Mstep: Class 3 contains 5882 members 
Mstep: Class 4 contains 220555 members 
Mstep: Class 5 contains 102452 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 21251 members 
Mstep: Class 8 contains 137217 members 
Mstep: Class 9 contains 44551 members 
Mstep: Class 10 contains 10092 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 9027 members 
Mstep: Class 13 contains 26866 members 
Mstep: Class 14 contains 309313 members 
Mstep: Class 15 contains 5223 members 
Mstep: Class 16 contains 24330 members 
Mstep: Class 17 contains 223781 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 22717 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228881 members 
Mstep: Class 22 contains 13163 members 
Mstep: Class 23 contains 64632 members 
Mstep: Class 24 contains 9637 members 
Mstep: Class 25 contains 4320 members 
Mstep: Class 26 contains 6550 members 
Mstep: Class 27 contains 9828 members 
Mstep: Class 28 contains 6739 members 
Mstep: Class 29 contains 11085 members 
Mstep: Class 30 contains 29405 members 
Mstep: Class 31 contains 19462 members 
Mstep: Class 32 contains 6991 members 
Mstep: Class 33 contains 10021 members 
Mstep: Class 34 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695472.000000 Penalty: 120826.726562
Iteration 171Q: 35 clusters Score -1.576955e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 11747 members 
Mstep: Class 3 contains 5880 members 
Mstep: Class 4 contains 220522 members 
Mstep: Class 5 contains 102438 members 
Mstep: Class 6 contains 8104 members 
Mstep: Class 7 contains 21251 members 
Mstep: Class 8 contains 137210 members 
Mstep: Class 9 contains 44544 members 
Mstep: Class 10 contains 10099 members 
Mstep: Class 11 contains 4958 members 
Mstep: Class 12 contains 9026 members 
Mstep: Class 13 contains 26866 members 
Mstep: Class 14 contains 309300 members 
Mstep: Class 15 contains 5224 members 
Mstep: Class 16 contains 24341 members 
Mstep: Class 17 contains 223769 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 22717 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13162 members 
Mstep: Class 23 contains 64579 members 
Mstep: Class 24 contains 9659 members 
Mstep: Class 25 contains 4326 members 
Mstep: Class 26 contains 6566 members 
Mstep: Class 27 contains 9839 members 
Mstep: Class 28 contains 6770 members 
Mstep: Class 29 contains 11082 members 
Mstep: Class 30 contains 29270 members 
Mstep: Class 31 contains 19552 members 
Mstep: Class 32 contains 6998 members 
Mstep: Class 33 contains 10048 members 
Mstep: Class 34 contains 6871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695616.000000 Penalty: 120826.726562
Iteration 172Q: 35 clusters Score -1.576956e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 11748 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 220496 members 
Mstep: Class 5 contains 102424 members 
Mstep: Class 6 contains 8106 members 
Mstep: Class 7 contains 21249 members 
Mstep: Class 8 contains 137208 members 
Mstep: Class 9 contains 44533 members 
Mstep: Class 10 contains 10105 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 9034 members 
Mstep: Class 13 contains 26869 members 
Mstep: Class 14 contains 309297 members 
Mstep: Class 15 contains 5229 members 
Mstep: Class 16 contains 24354 members 
Mstep: Class 17 contains 223760 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 22715 members 
Mstep: Class 20 contains 11316 members 
Mstep: Class 21 contains 228879 members 
Mstep: Class 22 contains 13161 members 
Mstep: Class 23 contains 64519 members 
Mstep: Class 24 contains 9684 members 
Mstep: Class 25 contains 4331 members 
Mstep: Class 26 contains 6573 members 
Mstep: Class 27 contains 9847 members 
Mstep: Class 28 contains 6807 members 
Mstep: Class 29 contains 11075 members 
Mstep: Class 30 contains 29140 members 
Mstep: Class 31 contains 19623 members 
Mstep: Class 32 contains 7003 members 
Mstep: Class 33 contains 10085 members 
Mstep: Class 34 contains 6915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695952.000000 Penalty: 120826.726562
Iteration 173Q: 35 clusters Score -1.57696e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 11752 members 
Mstep: Class 3 contains 5878 members 
Mstep: Class 4 contains 220467 members 
Mstep: Class 5 contains 102412 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21249 members 
Mstep: Class 8 contains 137207 members 
Mstep: Class 9 contains 44526 members 
Mstep: Class 10 contains 10108 members 
Mstep: Class 11 contains 4917 members 
Mstep: Class 12 contains 9033 members 
Mstep: Class 13 contains 26855 members 
Mstep: Class 14 contains 309288 members 
Mstep: Class 15 contains 5233 members 
Mstep: Class 16 contains 24360 members 
Mstep: Class 17 contains 223762 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 22713 members 
Mstep: Class 20 contains 11316 members 
Mstep: Class 21 contains 228874 members 
Mstep: Class 22 contains 13161 members 
Mstep: Class 23 contains 64472 members 
Mstep: Class 24 contains 9715 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 6577 members 
Mstep: Class 27 contains 9849 members 
Mstep: Class 28 contains 6835 members 
Mstep: Class 29 contains 11074 members 
Mstep: Class 30 contains 29028 members 
Mstep: Class 31 contains 19698 members 
Mstep: Class 32 contains 7008 members 
Mstep: Class 33 contains 10116 members 
Mstep: Class 34 contains 6956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696016.000000 Penalty: 120826.726562
Iteration 174Q: 35 clusters Score -1.57696e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 11754 members 
Mstep: Class 3 contains 5880 members 
Mstep: Class 4 contains 220432 members 
Mstep: Class 5 contains 102405 members 
Mstep: Class 6 contains 8110 members 
Mstep: Class 7 contains 21244 members 
Mstep: Class 8 contains 137199 members 
Mstep: Class 9 contains 44521 members 
Mstep: Class 10 contains 10112 members 
Mstep: Class 11 contains 4897 members 
Mstep: Class 12 contains 9042 members 
Mstep: Class 13 contains 26848 members 
Mstep: Class 14 contains 309270 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 24366 members 
Mstep: Class 17 contains 223765 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 22717 members 
Mstep: Class 20 contains 11319 members 
Mstep: Class 21 contains 228870 members 
Mstep: Class 22 contains 13159 members 
Mstep: Class 23 contains 64427 members 
Mstep: Class 24 contains 9736 members 
Mstep: Class 25 contains 4350 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 9855 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 11065 members 
Mstep: Class 30 contains 28926 members 
Mstep: Class 31 contains 19771 members 
Mstep: Class 32 contains 7014 members 
Mstep: Class 33 contains 10143 members 
Mstep: Class 34 contains 6992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695904.000000 Penalty: 120826.726562
Iteration 175Q: 35 clusters Score -1.576959e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 11759 members 
Mstep: Class 3 contains 5879 members 
Mstep: Class 4 contains 220400 members 
Mstep: Class 5 contains 102396 members 
Mstep: Class 6 contains 8109 members 
Mstep: Class 7 contains 21244 members 
Mstep: Class 8 contains 137190 members 
Mstep: Class 9 contains 44510 members 
Mstep: Class 10 contains 10117 members 
Mstep: Class 11 contains 4882 members 
Mstep: Class 12 contains 9039 members 
Mstep: Class 13 contains 26845 members 
Mstep: Class 14 contains 309258 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 24373 members 
Mstep: Class 17 contains 223761 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 22719 members 
Mstep: Class 20 contains 11317 members 
Mstep: Class 21 contains 228869 members 
Mstep: Class 22 contains 13159 members 
Mstep: Class 23 contains 64403 members 
Mstep: Class 24 contains 9753 members 
Mstep: Class 25 contains 4358 members 
Mstep: Class 26 contains 6595 members 
Mstep: Class 27 contains 9861 members 
Mstep: Class 28 contains 6907 members 
Mstep: Class 29 contains 11066 members 
Mstep: Class 30 contains 28830 members 
Mstep: Class 31 contains 19825 members 
Mstep: Class 32 contains 7023 members 
Mstep: Class 33 contains 10169 members 
Mstep: Class 34 contains 7009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695744.000000 Penalty: 120826.726562
Iteration 176Q: 35 clusters Score -1.576957e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 5879 members 
Mstep: Class 4 contains 220375 members 
Mstep: Class 5 contains 102392 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21246 members 
Mstep: Class 8 contains 137183 members 
Mstep: Class 9 contains 44495 members 
Mstep: Class 10 contains 10126 members 
Mstep: Class 11 contains 4862 members 
Mstep: Class 12 contains 9035 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 309231 members 
Mstep: Class 15 contains 5234 members 
Mstep: Class 16 contains 24384 members 
Mstep: Class 17 contains 223757 members 
Mstep: Class 18 contains 10319 members 
Mstep: Class 19 contains 22720 members 
Mstep: Class 20 contains 11317 members 
Mstep: Class 21 contains 228866 members 
Mstep: Class 22 contains 13159 members 
Mstep: Class 23 contains 64374 members 
Mstep: Class 24 contains 9760 members 
Mstep: Class 25 contains 4362 members 
Mstep: Class 26 contains 6610 members 
Mstep: Class 27 contains 9873 members 
Mstep: Class 28 contains 6946 members 
Mstep: Class 29 contains 11069 members 
Mstep: Class 30 contains 28754 members 
Mstep: Class 31 contains 19877 members 
Mstep: Class 32 contains 7029 members 
Mstep: Class 33 contains 10192 members 
Mstep: Class 34 contains 7032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695648.000000 Penalty: 120826.726562
Iteration 177Q: 35 clusters Score -1.576956e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 5878 members 
Mstep: Class 4 contains 220354 members 
Mstep: Class 5 contains 102386 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21245 members 
Mstep: Class 8 contains 137174 members 
Mstep: Class 9 contains 44488 members 
Mstep: Class 10 contains 10133 members 
Mstep: Class 11 contains 4842 members 
Mstep: Class 12 contains 9035 members 
Mstep: Class 13 contains 26850 members 
Mstep: Class 14 contains 309212 members 
Mstep: Class 15 contains 5232 members 
Mstep: Class 16 contains 24401 members 
Mstep: Class 17 contains 223749 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 22719 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 228866 members 
Mstep: Class 22 contains 13158 members 
Mstep: Class 23 contains 64358 members 
Mstep: Class 24 contains 9769 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 6612 members 
Mstep: Class 27 contains 9883 members 
Mstep: Class 28 contains 6982 members 
Mstep: Class 29 contains 11068 members 
Mstep: Class 30 contains 28682 members 
Mstep: Class 31 contains 19931 members 
Mstep: Class 32 contains 7032 members 
Mstep: Class 33 contains 10210 members 
Mstep: Class 34 contains 7052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695568.000000 Penalty: 120826.726562
Iteration 178Q: 35 clusters Score -1.576956e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 11768 members 
Mstep: Class 3 contains 5876 members 
Mstep: Class 4 contains 220336 members 
Mstep: Class 5 contains 102381 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21244 members 
Mstep: Class 8 contains 137163 members 
Mstep: Class 9 contains 44478 members 
Mstep: Class 10 contains 10141 members 
Mstep: Class 11 contains 4836 members 
Mstep: Class 12 contains 9038 members 
Mstep: Class 13 contains 26852 members 
Mstep: Class 14 contains 309201 members 
Mstep: Class 15 contains 5234 members 
Mstep: Class 16 contains 24422 members 
Mstep: Class 17 contains 223728 members 
Mstep: Class 18 contains 10323 members 
Mstep: Class 19 contains 22718 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 228865 members 
Mstep: Class 22 contains 13157 members 
Mstep: Class 23 contains 64335 members 
Mstep: Class 24 contains 9777 members 
Mstep: Class 25 contains 4376 members 
Mstep: Class 26 contains 6617 members 
Mstep: Class 27 contains 9885 members 
Mstep: Class 28 contains 7016 members 
Mstep: Class 29 contains 11068 members 
Mstep: Class 30 contains 28593 members 
Mstep: Class 31 contains 19981 members 
Mstep: Class 32 contains 7038 members 
Mstep: Class 33 contains 10226 members 
Mstep: Class 34 contains 7072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695472.000000 Penalty: 120826.726562
Iteration 179Q: 35 clusters Score -1.576955e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 11770 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 220322 members 
Mstep: Class 5 contains 102376 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21243 members 
Mstep: Class 8 contains 137157 members 
Mstep: Class 9 contains 44466 members 
Mstep: Class 10 contains 10146 members 
Mstep: Class 11 contains 4822 members 
Mstep: Class 12 contains 9033 members 
Mstep: Class 13 contains 26852 members 
Mstep: Class 14 contains 309188 members 
Mstep: Class 15 contains 5230 members 
Mstep: Class 16 contains 24446 members 
Mstep: Class 17 contains 223708 members 
Mstep: Class 18 contains 10324 members 
Mstep: Class 19 contains 22719 members 
Mstep: Class 20 contains 11316 members 
Mstep: Class 21 contains 228863 members 
Mstep: Class 22 contains 13157 members 
Mstep: Class 23 contains 64312 members 
Mstep: Class 24 contains 9793 members 
Mstep: Class 25 contains 4390 members 
Mstep: Class 26 contains 6623 members 
Mstep: Class 27 contains 9888 members 
Mstep: Class 28 contains 7045 members 
Mstep: Class 29 contains 11067 members 
Mstep: Class 30 contains 28504 members 
Mstep: Class 31 contains 20038 members 
Mstep: Class 32 contains 7052 members 
Mstep: Class 33 contains 10238 members 
Mstep: Class 34 contains 7096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695440.000000 Penalty: 120826.726562
Iteration 180F: 35 clusters Score -1.576954e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 220307 members 
Mstep: Class 5 contains 102370 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21240 members 
Mstep: Class 8 contains 137152 members 
Mstep: Class 9 contains 44462 members 
Mstep: Class 10 contains 10152 members 
Mstep: Class 11 contains 4820 members 
Mstep: Class 12 contains 9034 members 
Mstep: Class 13 contains 26850 members 
Mstep: Class 14 contains 309170 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 24462 members 
Mstep: Class 17 contains 223689 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 22723 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 228861 members 
Mstep: Class 22 contains 13156 members 
Mstep: Class 23 contains 64293 members 
Mstep: Class 24 contains 9798 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 9889 members 
Mstep: Class 28 contains 7064 members 
Mstep: Class 29 contains 11059 members 
Mstep: Class 30 contains 28432 members 
Mstep: Class 31 contains 20105 members 
Mstep: Class 32 contains 7059 members 
Mstep: Class 33 contains 10247 members 
Mstep: Class 34 contains 7114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695456.000000 Penalty: 120826.726562
Iteration 181Q: 35 clusters Score -1.576955e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 11768 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 220293 members 
Mstep: Class 5 contains 102363 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21233 members 
Mstep: Class 8 contains 137148 members 
Mstep: Class 9 contains 44461 members 
Mstep: Class 10 contains 10160 members 
Mstep: Class 11 contains 4814 members 
Mstep: Class 12 contains 9033 members 
Mstep: Class 13 contains 26853 members 
Mstep: Class 14 contains 309150 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 24467 members 
Mstep: Class 17 contains 223673 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 22725 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 228866 members 
Mstep: Class 22 contains 13156 members 
Mstep: Class 23 contains 64275 members 
Mstep: Class 24 contains 9806 members 
Mstep: Class 25 contains 4412 members 
Mstep: Class 26 contains 6625 members 
Mstep: Class 27 contains 9893 members 
Mstep: Class 28 contains 7086 members 
Mstep: Class 29 contains 11050 members 
Mstep: Class 30 contains 28364 members 
Mstep: Class 31 contains 20158 members 
Mstep: Class 32 contains 7078 members 
Mstep: Class 33 contains 10255 members 
Mstep: Class 34 contains 7131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695472.000000 Penalty: 120826.726562
Iteration 182Q: 35 clusters Score -1.576955e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 220289 members 
Mstep: Class 5 contains 102353 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21232 members 
Mstep: Class 8 contains 137143 members 
Mstep: Class 9 contains 44461 members 
Mstep: Class 10 contains 10162 members 
Mstep: Class 11 contains 4806 members 
Mstep: Class 12 contains 9032 members 
Mstep: Class 13 contains 26848 members 
Mstep: Class 14 contains 309141 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 24485 members 
Mstep: Class 17 contains 223661 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 22721 members 
Mstep: Class 20 contains 11314 members 
Mstep: Class 21 contains 228865 members 
Mstep: Class 22 contains 13154 members 
Mstep: Class 23 contains 64260 members 
Mstep: Class 24 contains 9807 members 
Mstep: Class 25 contains 4424 members 
Mstep: Class 26 contains 6632 members 
Mstep: Class 27 contains 9895 members 
Mstep: Class 28 contains 7100 members 
Mstep: Class 29 contains 11039 members 
Mstep: Class 30 contains 28291 members 
Mstep: Class 31 contains 20208 members 
Mstep: Class 32 contains 7094 members 
Mstep: Class 33 contains 10264 members 
Mstep: Class 34 contains 7148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695536.000000 Penalty: 120826.726562
Iteration 183Q: 35 clusters Score -1.576955e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 11774 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 220283 members 
Mstep: Class 5 contains 102349 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 137136 members 
Mstep: Class 9 contains 44463 members 
Mstep: Class 10 contains 10166 members 
Mstep: Class 11 contains 4801 members 
Mstep: Class 12 contains 9028 members 
Mstep: Class 13 contains 26843 members 
Mstep: Class 14 contains 309147 members 
Mstep: Class 15 contains 5232 members 
Mstep: Class 16 contains 24499 members 
Mstep: Class 17 contains 223647 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 22717 members 
Mstep: Class 20 contains 11313 members 
Mstep: Class 21 contains 228867 members 
Mstep: Class 22 contains 13154 members 
Mstep: Class 23 contains 64250 members 
Mstep: Class 24 contains 9812 members 
Mstep: Class 25 contains 4432 members 
Mstep: Class 26 contains 6636 members 
Mstep: Class 27 contains 9898 members 
Mstep: Class 28 contains 7113 members 
Mstep: Class 29 contains 11033 members 
Mstep: Class 30 contains 28210 members 
Mstep: Class 31 contains 20254 members 
Mstep: Class 32 contains 7104 members 
Mstep: Class 33 contains 10278 members 
Mstep: Class 34 contains 7157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695600.000000 Penalty: 120826.726562
Iteration 184Q: 35 clusters Score -1.576956e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 11774 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 220282 members 
Mstep: Class 5 contains 102346 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21227 members 
Mstep: Class 8 contains 137128 members 
Mstep: Class 9 contains 44457 members 
Mstep: Class 10 contains 10169 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 9027 members 
Mstep: Class 13 contains 26848 members 
Mstep: Class 14 contains 309142 members 
Mstep: Class 15 contains 5233 members 
Mstep: Class 16 contains 24513 members 
Mstep: Class 17 contains 223637 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 22716 members 
Mstep: Class 20 contains 11313 members 
Mstep: Class 21 contains 228869 members 
Mstep: Class 22 contains 13153 members 
Mstep: Class 23 contains 64242 members 
Mstep: Class 24 contains 9820 members 
Mstep: Class 25 contains 4439 members 
Mstep: Class 26 contains 6637 members 
Mstep: Class 27 contains 9901 members 
Mstep: Class 28 contains 7126 members 
Mstep: Class 29 contains 11030 members 
Mstep: Class 30 contains 28141 members 
Mstep: Class 31 contains 20284 members 
Mstep: Class 32 contains 7113 members 
Mstep: Class 33 contains 10291 members 
Mstep: Class 34 contains 7167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695584.000000 Penalty: 120826.726562
Iteration 185Q: 35 clusters Score -1.576956e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 220271 members 
Mstep: Class 5 contains 102339 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21223 members 
Mstep: Class 8 contains 137117 members 
Mstep: Class 9 contains 44457 members 
Mstep: Class 10 contains 10177 members 
Mstep: Class 11 contains 4799 members 
Mstep: Class 12 contains 9023 members 
Mstep: Class 13 contains 26847 members 
Mstep: Class 14 contains 309135 members 
Mstep: Class 15 contains 5232 members 
Mstep: Class 16 contains 24532 members 
Mstep: Class 17 contains 223625 members 
Mstep: Class 18 contains 10334 members 
Mstep: Class 19 contains 22716 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228870 members 
Mstep: Class 22 contains 13153 members 
Mstep: Class 23 contains 64228 members 
Mstep: Class 24 contains 9830 members 
Mstep: Class 25 contains 4447 members 
Mstep: Class 26 contains 6638 members 
Mstep: Class 27 contains 9907 members 
Mstep: Class 28 contains 7133 members 
Mstep: Class 29 contains 11025 members 
Mstep: Class 30 contains 28090 members 
Mstep: Class 31 contains 20312 members 
Mstep: Class 32 contains 7123 members 
Mstep: Class 33 contains 10300 members 
Mstep: Class 34 contains 7181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695616.000000 Penalty: 120826.726562
Iteration 186Q: 35 clusters Score -1.576956e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 220272 members 
Mstep: Class 5 contains 102336 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21217 members 
Mstep: Class 8 contains 137109 members 
Mstep: Class 9 contains 44454 members 
Mstep: Class 10 contains 10182 members 
Mstep: Class 11 contains 4802 members 
Mstep: Class 12 contains 9016 members 
Mstep: Class 13 contains 26845 members 
Mstep: Class 14 contains 309132 members 
Mstep: Class 15 contains 5231 members 
Mstep: Class 16 contains 24539 members 
Mstep: Class 17 contains 223620 members 
Mstep: Class 18 contains 10335 members 
Mstep: Class 19 contains 22713 members 
Mstep: Class 20 contains 11310 members 
Mstep: Class 21 contains 228872 members 
Mstep: Class 22 contains 13153 members 
Mstep: Class 23 contains 64221 members 
Mstep: Class 24 contains 9836 members 
Mstep: Class 25 contains 4455 members 
Mstep: Class 26 contains 6640 members 
Mstep: Class 27 contains 9906 members 
Mstep: Class 28 contains 7142 members 
Mstep: Class 29 contains 11022 members 
Mstep: Class 30 contains 28051 members 
Mstep: Class 31 contains 20333 members 
Mstep: Class 32 contains 7136 members 
Mstep: Class 33 contains 10304 members 
Mstep: Class 34 contains 7185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695600.000000 Penalty: 120826.726562
Iteration 187Q: 35 clusters Score -1.576956e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 11780 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 220263 members 
Mstep: Class 5 contains 102335 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21213 members 
Mstep: Class 8 contains 137102 members 
Mstep: Class 9 contains 44451 members 
Mstep: Class 10 contains 10186 members 
Mstep: Class 11 contains 4803 members 
Mstep: Class 12 contains 9012 members 
Mstep: Class 13 contains 26843 members 
Mstep: Class 14 contains 309125 members 
Mstep: Class 15 contains 5231 members 
Mstep: Class 16 contains 24552 members 
Mstep: Class 17 contains 223617 members 
Mstep: Class 18 contains 10337 members 
Mstep: Class 19 contains 22711 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228872 members 
Mstep: Class 22 contains 13153 members 
Mstep: Class 23 contains 64215 members 
Mstep: Class 24 contains 9845 members 
Mstep: Class 25 contains 4464 members 
Mstep: Class 26 contains 6646 members 
Mstep: Class 27 contains 9906 members 
Mstep: Class 28 contains 7146 members 
Mstep: Class 29 contains 11023 members 
Mstep: Class 30 contains 28006 members 
Mstep: Class 31 contains 20350 members 
Mstep: Class 32 contains 7149 members 
Mstep: Class 33 contains 10313 members 
Mstep: Class 34 contains 7189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695472.000000 Penalty: 120826.726562
Iteration 188Q: 35 clusters Score -1.576955e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 11782 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 220264 members 
Mstep: Class 5 contains 102334 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 137099 members 
Mstep: Class 9 contains 44450 members 
Mstep: Class 10 contains 10190 members 
Mstep: Class 11 contains 4802 members 
Mstep: Class 12 contains 9005 members 
Mstep: Class 13 contains 26845 members 
Mstep: Class 14 contains 309119 members 
Mstep: Class 15 contains 5230 members 
Mstep: Class 16 contains 24551 members 
Mstep: Class 17 contains 223613 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 22711 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228874 members 
Mstep: Class 22 contains 13152 members 
Mstep: Class 23 contains 64209 members 
Mstep: Class 24 contains 9852 members 
Mstep: Class 25 contains 4474 members 
Mstep: Class 26 contains 6650 members 
Mstep: Class 27 contains 9906 members 
Mstep: Class 28 contains 7153 members 
Mstep: Class 29 contains 11022 members 
Mstep: Class 30 contains 27963 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 7156 members 
Mstep: Class 33 contains 10315 members 
Mstep: Class 34 contains 7194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695488.000000 Penalty: 120826.726562
Iteration 189Q: 35 clusters Score -1.576955e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 220253 members 
Mstep: Class 5 contains 102332 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21211 members 
Mstep: Class 8 contains 137096 members 
Mstep: Class 9 contains 44448 members 
Mstep: Class 10 contains 10198 members 
Mstep: Class 11 contains 4801 members 
Mstep: Class 12 contains 9001 members 
Mstep: Class 13 contains 26845 members 
Mstep: Class 14 contains 309108 members 
Mstep: Class 15 contains 5230 members 
Mstep: Class 16 contains 24549 members 
Mstep: Class 17 contains 223610 members 
Mstep: Class 18 contains 10345 members 
Mstep: Class 19 contains 22710 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228873 members 
Mstep: Class 22 contains 13153 members 
Mstep: Class 23 contains 64197 members 
Mstep: Class 24 contains 9864 members 
Mstep: Class 25 contains 4478 members 
Mstep: Class 26 contains 6661 members 
Mstep: Class 27 contains 9909 members 
Mstep: Class 28 contains 7160 members 
Mstep: Class 29 contains 11024 members 
Mstep: Class 30 contains 27922 members 
Mstep: Class 31 contains 20392 members 
Mstep: Class 32 contains 7161 members 
Mstep: Class 33 contains 10320 members 
Mstep: Class 34 contains 7204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695408.000000 Penalty: 120826.726562
Iteration 190Q: 35 clusters Score -1.576954e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 220244 members 
Mstep: Class 5 contains 102332 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 137090 members 
Mstep: Class 9 contains 44447 members 
Mstep: Class 10 contains 10207 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 9001 members 
Mstep: Class 13 contains 26845 members 
Mstep: Class 14 contains 309102 members 
Mstep: Class 15 contains 5230 members 
Mstep: Class 16 contains 24551 members 
Mstep: Class 17 contains 223600 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 22711 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228873 members 
Mstep: Class 22 contains 13153 members 
Mstep: Class 23 contains 64188 members 
Mstep: Class 24 contains 9877 members 
Mstep: Class 25 contains 4480 members 
Mstep: Class 26 contains 6667 members 
Mstep: Class 27 contains 9914 members 
Mstep: Class 28 contains 7164 members 
Mstep: Class 29 contains 11023 members 
Mstep: Class 30 contains 27874 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 7165 members 
Mstep: Class 33 contains 10328 members 
Mstep: Class 34 contains 7219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695520.000000 Penalty: 120826.726562
Iteration 191Q: 35 clusters Score -1.576955e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 220233 members 
Mstep: Class 5 contains 102332 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21210 members 
Mstep: Class 8 contains 137082 members 
Mstep: Class 9 contains 44446 members 
Mstep: Class 10 contains 10211 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 8998 members 
Mstep: Class 13 contains 26846 members 
Mstep: Class 14 contains 309099 members 
Mstep: Class 15 contains 5232 members 
Mstep: Class 16 contains 24553 members 
Mstep: Class 17 contains 223593 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 22710 members 
Mstep: Class 20 contains 11308 members 
Mstep: Class 21 contains 228874 members 
Mstep: Class 22 contains 13152 members 
Mstep: Class 23 contains 64178 members 
Mstep: Class 24 contains 9897 members 
Mstep: Class 25 contains 4481 members 
Mstep: Class 26 contains 6676 members 
Mstep: Class 27 contains 9917 members 
Mstep: Class 28 contains 7175 members 
Mstep: Class 29 contains 11025 members 
Mstep: Class 30 contains 27816 members 
Mstep: Class 31 contains 20438 members 
Mstep: Class 32 contains 7168 members 
Mstep: Class 33 contains 10332 members 
Mstep: Class 34 contains 7231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695552.000000 Penalty: 120826.726562
Iteration 192Q: 35 clusters Score -1.576956e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 11784 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 220217 members 
Mstep: Class 5 contains 102330 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21209 members 
Mstep: Class 8 contains 137077 members 
Mstep: Class 9 contains 44443 members 
Mstep: Class 10 contains 10217 members 
Mstep: Class 11 contains 4797 members 
Mstep: Class 12 contains 8996 members 
Mstep: Class 13 contains 26842 members 
Mstep: Class 14 contains 309095 members 
Mstep: Class 15 contains 5232 members 
Mstep: Class 16 contains 24557 members 
Mstep: Class 17 contains 223590 members 
Mstep: Class 18 contains 10353 members 
Mstep: Class 19 contains 22709 members 
Mstep: Class 20 contains 11308 members 
Mstep: Class 21 contains 228873 members 
Mstep: Class 22 contains 13150 members 
Mstep: Class 23 contains 64172 members 
Mstep: Class 24 contains 9904 members 
Mstep: Class 25 contains 4483 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 9922 members 
Mstep: Class 28 contains 7181 members 
Mstep: Class 29 contains 11025 members 
Mstep: Class 30 contains 27781 members 
Mstep: Class 31 contains 20469 members 
Mstep: Class 32 contains 7169 members 
Mstep: Class 33 contains 10336 members 
Mstep: Class 34 contains 7239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695616.000000 Penalty: 120826.726562
Iteration 193Q: 35 clusters Score -1.576956e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 11785 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 220210 members 
Mstep: Class 5 contains 102328 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21208 members 
Mstep: Class 8 contains 137072 members 
Mstep: Class 9 contains 44443 members 
Mstep: Class 10 contains 10226 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 26845 members 
Mstep: Class 14 contains 309085 members 
Mstep: Class 15 contains 5234 members 
Mstep: Class 16 contains 24566 members 
Mstep: Class 17 contains 223580 members 
Mstep: Class 18 contains 10354 members 
Mstep: Class 19 contains 22708 members 
Mstep: Class 20 contains 11308 members 
Mstep: Class 21 contains 228870 members 
Mstep: Class 22 contains 13148 members 
Mstep: Class 23 contains 64163 members 
Mstep: Class 24 contains 9910 members 
Mstep: Class 25 contains 4484 members 
Mstep: Class 26 contains 6686 members 
Mstep: Class 27 contains 9922 members 
Mstep: Class 28 contains 7192 members 
Mstep: Class 29 contains 11027 members 
Mstep: Class 30 contains 27733 members 
Mstep: Class 31 contains 20504 members 
Mstep: Class 32 contains 7170 members 
Mstep: Class 33 contains 10340 members 
Mstep: Class 34 contains 7246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695632.000000 Penalty: 120826.726562
Iteration 194Q: 35 clusters Score -1.576956e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 11788 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 220199 members 
Mstep: Class 5 contains 102325 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21208 members 
Mstep: Class 8 contains 137064 members 
Mstep: Class 9 contains 44440 members 
Mstep: Class 10 contains 10230 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8993 members 
Mstep: Class 13 contains 26844 members 
Mstep: Class 14 contains 309081 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 24580 members 
Mstep: Class 17 contains 223567 members 
Mstep: Class 18 contains 10356 members 
Mstep: Class 19 contains 22706 members 
Mstep: Class 20 contains 11309 members 
Mstep: Class 21 contains 228866 members 
Mstep: Class 22 contains 13146 members 
Mstep: Class 23 contains 64153 members 
Mstep: Class 24 contains 9919 members 
Mstep: Class 25 contains 4483 members 
Mstep: Class 26 contains 6691 members 
Mstep: Class 27 contains 9925 members 
Mstep: Class 28 contains 7192 members 
Mstep: Class 29 contains 11031 members 
Mstep: Class 30 contains 27681 members 
Mstep: Class 31 contains 20546 members 
Mstep: Class 32 contains 7173 members 
Mstep: Class 33 contains 10347 members 
Mstep: Class 34 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695728.000000 Penalty: 120826.726562
Iteration 195Q: 35 clusters Score -1.576957e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 11789 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 220201 members 
Mstep: Class 5 contains 102325 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21207 members 
Mstep: Class 8 contains 137052 members 
Mstep: Class 9 contains 44438 members 
Mstep: Class 10 contains 10234 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8989 members 
Mstep: Class 13 contains 26846 members 
Mstep: Class 14 contains 309073 members 
Mstep: Class 15 contains 5234 members 
Mstep: Class 16 contains 24588 members 
Mstep: Class 17 contains 223552 members 
Mstep: Class 18 contains 10360 members 
Mstep: Class 19 contains 22705 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228866 members 
Mstep: Class 22 contains 13145 members 
Mstep: Class 23 contains 64147 members 
Mstep: Class 24 contains 9923 members 
Mstep: Class 25 contains 4483 members 
Mstep: Class 26 contains 6700 members 
Mstep: Class 27 contains 9927 members 
Mstep: Class 28 contains 7191 members 
Mstep: Class 29 contains 11035 members 
Mstep: Class 30 contains 27636 members 
Mstep: Class 31 contains 20579 members 
Mstep: Class 32 contains 7179 members 
Mstep: Class 33 contains 10355 members 
Mstep: Class 34 contains 7263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695648.000000 Penalty: 120826.726562
Iteration 196Q: 35 clusters Score -1.576956e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 11789 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 220197 members 
Mstep: Class 5 contains 102325 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 137046 members 
Mstep: Class 9 contains 44437 members 
Mstep: Class 10 contains 10237 members 
Mstep: Class 11 contains 4795 members 
Mstep: Class 12 contains 8982 members 
Mstep: Class 13 contains 26846 members 
Mstep: Class 14 contains 309067 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 24586 members 
Mstep: Class 17 contains 223543 members 
Mstep: Class 18 contains 10362 members 
Mstep: Class 19 contains 22707 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228867 members 
Mstep: Class 22 contains 13142 members 
Mstep: Class 23 contains 64141 members 
Mstep: Class 24 contains 9927 members 
Mstep: Class 25 contains 4488 members 
Mstep: Class 26 contains 6707 members 
Mstep: Class 27 contains 9928 members 
Mstep: Class 28 contains 7190 members 
Mstep: Class 29 contains 11036 members 
Mstep: Class 30 contains 27581 members 
Mstep: Class 31 contains 20619 members 
Mstep: Class 32 contains 7186 members 
Mstep: Class 33 contains 10363 members 
Mstep: Class 34 contains 7270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695584.000000 Penalty: 120826.726562
Iteration 197Q: 35 clusters Score -1.576956e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 11790 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 220190 members 
Mstep: Class 5 contains 102323 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 137037 members 
Mstep: Class 9 contains 44429 members 
Mstep: Class 10 contains 10242 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8975 members 
Mstep: Class 13 contains 26845 members 
Mstep: Class 14 contains 309064 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 24592 members 
Mstep: Class 17 contains 223530 members 
Mstep: Class 18 contains 10367 members 
Mstep: Class 19 contains 22709 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 228865 members 
Mstep: Class 22 contains 13143 members 
Mstep: Class 23 contains 64136 members 
Mstep: Class 24 contains 9932 members 
Mstep: Class 25 contains 4491 members 
Mstep: Class 26 contains 6707 members 
Mstep: Class 27 contains 9930 members 
Mstep: Class 28 contains 7198 members 
Mstep: Class 29 contains 11037 members 
Mstep: Class 30 contains 27518 members 
Mstep: Class 31 contains 20665 members 
Mstep: Class 32 contains 7200 members 
Mstep: Class 33 contains 10368 members 
Mstep: Class 34 contains 7277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695824.000000 Penalty: 120826.726562
Iteration 198Q: 35 clusters Score -1.576958e+08 nChanged 232
Entering ConstructFrom: 
Score: -157695824.000000 Penalty: 120826.726562
Entering ConstructFrom: 
Trying to split cluster 1 (34931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Entering Unmasked Estep 
Score: -3410817.750000 Penalty: 2594.360352
	Iteration 0F: 2 clusters Score -3410818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -3387019.750000 Penalty: 5188.720703
	Iteration 0F: 3 clusters Score -3387020 nChanged 15863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3395587.750000 Penalty: 5188.720703
	Iteration 1F: 3 clusters Score -3395588 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3396139.500000 Penalty: 5188.720703
	Iteration 2Q: 3 clusters Score -3396140 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3396663.000000 Penalty: 5188.720703
	Iteration 3Q: 3 clusters Score -3396663 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -3397197.250000 Penalty: 5188.720703
	Iteration 4Q: 3 clusters Score -3397197 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3397731.500000 Penalty: 5188.720703
	Iteration 5Q: 3 clusters Score -3397732 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -3398369.750000 Penalty: 5188.720703
	Iteration 6Q: 3 clusters Score -3398370 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -3399111.500000 Penalty: 5188.720703
	Iteration 7Q: 3 clusters Score -3399112 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3399995.500000 Penalty: 5188.720703
	Iteration 8Q: 3 clusters Score -3399996 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3401129.000000 Penalty: 5188.720703
	Iteration 9F: 3 clusters Score -3401129 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3402361.000000 Penalty: 5188.720703
	Iteration 10F: 3 clusters Score -3402361 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3403680.250000 Penalty: 5188.720703
	Iteration 11F: 3 clusters Score -3403680 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -3404928.250000 Penalty: 5188.720703
	Iteration 12Q: 3 clusters Score -3404928 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -3405920.000000 Penalty: 5188.720703
	Iteration 13Q: 3 clusters Score -3405920 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3406665.250000 Penalty: 5188.720703
	Iteration 14Q: 3 clusters Score -3406665 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -3407277.500000 Penalty: 5188.720703
	Iteration 15Q: 3 clusters Score -3407278 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3407855.500000 Penalty: 5188.720703
	Iteration 16Q: 3 clusters Score -3407856 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3408288.750000 Penalty: 5188.720703
	Iteration 17Q: 3 clusters Score -3408289 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -3408536.750000 Penalty: 5188.720703
	Iteration 18Q: 3 clusters Score -3408537 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -3408715.250000 Penalty: 5188.720703
	Iteration 19Q: 3 clusters Score -3408715 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3408846.000000 Penalty: 5188.720703
	Iteration 20F: 3 clusters Score -3408846 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3408956.250000 Penalty: 5188.720703
	Iteration 21Q: 3 clusters Score -3408956 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3409060.000000 Penalty: 5188.720703
	Iteration 22Q: 3 clusters Score -3409060 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -3409172.000000 Penalty: 5188.720703
	Iteration 23Q: 3 clusters Score -3409172 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -3409270.500000 Penalty: 5188.720703
	Iteration 24Q: 3 clusters Score -3409270 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3409385.500000 Penalty: 5188.720703
	Iteration 25Q: 3 clusters Score -3409386 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3409479.000000 Penalty: 5188.720703
	Iteration 26Q: 3 clusters Score -3409479 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -3409584.250000 Penalty: 5188.720703
	Iteration 27Q: 3 clusters Score -3409584 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3409682.000000 Penalty: 5188.720703
	Iteration 28Q: 3 clusters Score -3409682 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3409789.000000 Penalty: 5188.720703
	Iteration 29Q: 3 clusters Score -3409789 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -3409912.750000 Penalty: 5188.720703
	Iteration 30Q: 3 clusters Score -3409913 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -3410033.000000 Penalty: 5188.720703
	Iteration 31Q: 3 clusters Score -3410033 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3410160.500000 Penalty: 5188.720703
	Iteration 32Q: 3 clusters Score -3410160 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3410303.500000 Penalty: 5188.720703
	Iteration 33Q: 3 clusters Score -3410304 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -3410400.250000 Penalty: 5188.720703
	Iteration 34Q: 3 clusters Score -3410400 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3410513.500000 Penalty: 5188.720703
	Iteration 35Q: 3 clusters Score -3410514 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3410611.250000 Penalty: 5188.720703
	Iteration 36Q: 3 clusters Score -3410611 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -3410692.250000 Penalty: 5188.720703
	Iteration 37Q: 3 clusters Score -3410692 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -3410771.500000 Penalty: 5188.720703
	Iteration 38Q: 3 clusters Score -3410772 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3410840.250000 Penalty: 5188.720703
	Iteration 39Q: 3 clusters Score -3410840 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3410926.000000 Penalty: 5188.720703
	Iteration 40F: 3 clusters Score -3410926 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3410997.250000 Penalty: 5188.720703
	Iteration 41Q: 3 clusters Score -3410997 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3411043.250000 Penalty: 5188.720703
	Iteration 42Q: 3 clusters Score -3411043 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -3411108.500000 Penalty: 5188.720703
	Iteration 43Q: 3 clusters Score -3411108 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3411150.000000 Penalty: 5188.720703
	Iteration 44Q: 3 clusters Score -3411150 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -3411191.750000 Penalty: 5188.720703
	Iteration 45Q: 3 clusters Score -3411192 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -3411220.750000 Penalty: 5188.720703
	Iteration 46Q: 3 clusters Score -3411221 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -3411245.000000 Penalty: 5188.720703
	Iteration 47Q: 3 clusters Score -3411245 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3411262.500000 Penalty: 5188.720703
	Iteration 48Q: 3 clusters Score -3411262 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -3411265.250000 Penalty: 5188.720703
	Iteration 49Q: 3 clusters Score -3411265 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3411273.500000 Penalty: 5188.720703
	Iteration 50Q: 3 clusters Score -3411274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -3411275.500000 Penalty: 5188.720703
	Iteration 51Q: 3 clusters Score -3411276 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -3411282.250000 Penalty: 5188.720703
	Iteration 52Q: 3 clusters Score -3411282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3411279.750000 Penalty: 5188.720703
	Iteration 53Q: 3 clusters Score -3411280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -3411296.000000 Penalty: 5188.720703
	Iteration 54Q: 3 clusters Score -3411296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3411296.000000 Penalty: 5188.720703
	Iteration 55Q: 3 clusters Score -3411296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3411315.250000 Penalty: 5188.720703
	Iteration 56Q: 3 clusters Score -3411315 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3411320.750000 Penalty: 5188.720703
	Iteration 57Q: 3 clusters Score -3411321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -3411323.750000 Penalty: 5188.720703
	Iteration 58Q: 3 clusters Score -3411324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -3411314.750000 Penalty: 5188.720703
	Iteration 59Q: 3 clusters Score -3411315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3411322.750000 Penalty: 5188.720703
	Iteration 60F: 3 clusters Score -3411323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3411320.250000 Penalty: 5188.720703
	Iteration 61Q: 3 clusters Score -3411320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3411323.250000 Penalty: 5188.720703
	Iteration 62Q: 3 clusters Score -3411323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3411331.250000 Penalty: 5188.720703
	Iteration 63Q: 3 clusters Score -3411331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3411330.750000 Penalty: 5188.720703
	Iteration 64Q: 3 clusters Score -3411331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3411335.000000 Penalty: 5188.720703
	Iteration 65Q: 3 clusters Score -3411335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -3411328.000000 Penalty: 5188.720703
	Iteration 66Q: 3 clusters Score -3411328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3411326.500000 Penalty: 5188.720703
	Iteration 67Q: 3 clusters Score -3411326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3411334.000000 Penalty: 5188.720703
	Iteration 68Q: 3 clusters Score -3411334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3411341.000000 Penalty: 5188.720703
	Iteration 69Q: 3 clusters Score -3411341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -3411339.250000 Penalty: 5188.720703
	Iteration 70Q: 3 clusters Score -3411339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -3411335.500000 Penalty: 5188.720703
	Iteration 71Q: 3 clusters Score -3411336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3411334.750000 Penalty: 5188.720703
	Iteration 72Q: 3 clusters Score -3411335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3411338.500000 Penalty: 5188.720703
	Iteration 73Q: 3 clusters Score -3411338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3411336.500000 Penalty: 5188.720703
	Iteration 74Q: 3 clusters Score -3411336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -3411336.250000 Penalty: 5188.720703
	Iteration 75Q: 3 clusters Score -3411336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3411338.500000 Penalty: 5188.720703
	Iteration 76Q: 3 clusters Score -3411338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -3411339.500000 Penalty: 5188.720703
	Iteration 77Q: 3 clusters Score -3411340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3411337.250000 Penalty: 5188.720703
	Iteration 78Q: 3 clusters Score -3411337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3411338.000000 Penalty: 5188.720703
	Iteration 79Q: 3 clusters Score -3411338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3411338.000000 Penalty: 5188.720703
	Iteration 80F: 3 clusters Score -3411338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 11790 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 220189 members 
Mstep: Class 5 contains 102320 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 137031 members 
Mstep: Class 9 contains 44414 members 
Mstep: Class 10 contains 10247 members 
Mstep: Class 11 contains 4789 members 
Mstep: Class 12 contains 8966 members 
Mstep: Class 13 contains 26847 members 
Mstep: Class 14 contains 309056 members 
Mstep: Class 15 contains 5233 members 
Mstep: Class 16 contains 24593 members 
Mstep: Class 17 contains 223527 members 
Mstep: Class 18 contains 10368 members 
Mstep: Class 19 contains 22709 members 
Mstep: Class 20 contains 11313 members 
Mstep: Class 21 contains 228864 members 
Mstep: Class 22 contains 13143 members 
Mstep: Class 23 contains 64131 members 
Mstep: Class 24 contains 9941 members 
Mstep: Class 25 contains 4493 members 
Mstep: Class 26 contains 6709 members 
Mstep: Class 27 contains 9929 members 
Mstep: Class 28 contains 7206 members 
Mstep: Class 29 contains 11036 members 
Mstep: Class 30 contains 27450 members 
Mstep: Class 31 contains 20713 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 10380 members 
Mstep: Class 34 contains 7282 members 
Mstep: Class 35 contains 16143 members 
Entering Unmasked Estep 
Score: -157695184.000000 Penalty: 124380.453125
Splitting cluster 1 changes total score from -157695824.000000 to -157695184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Entering Unmasked Estep 
Score: -1136502.500000 Penalty: 2325.001709
	Iteration 0F: 2 clusters Score -1136502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1127751.125000 Penalty: 4650.003418
	Iteration 0F: 3 clusters Score -1127751 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1130347.375000 Penalty: 4650.003418
	Iteration 1F: 3 clusters Score -1130347 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1130645.125000 Penalty: 4650.003418
	Iteration 2F: 3 clusters Score -1130645 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1130852.500000 Penalty: 4650.003418
	Iteration 3Q: 3 clusters Score -1130852 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1131037.750000 Penalty: 4650.003418
	Iteration 4Q: 3 clusters Score -1131038 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1131253.750000 Penalty: 4650.003418
	Iteration 5Q: 3 clusters Score -1131254 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1131520.250000 Penalty: 4650.003418
	Iteration 6Q: 3 clusters Score -1131520 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1131839.000000 Penalty: 4650.003418
	Iteration 7Q: 3 clusters Score -1131839 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1132309.750000 Penalty: 4650.003418
	Iteration 8Q: 3 clusters Score -1132310 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1132805.375000 Penalty: 4650.003418
	Iteration 9F: 3 clusters Score -1132805 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1133341.625000 Penalty: 4650.003418
	Iteration 10F: 3 clusters Score -1133342 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1133887.875000 Penalty: 4650.003418
	Iteration 11F: 3 clusters Score -1133888 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1134474.750000 Penalty: 4650.003418
	Iteration 12Q: 3 clusters Score -1134475 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1135215.625000 Penalty: 4650.003418
	Iteration 13Q: 3 clusters Score -1135216 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1135900.125000 Penalty: 4650.003418
	Iteration 14Q: 3 clusters Score -1135900 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1136182.875000 Penalty: 4650.003418
	Iteration 15Q: 3 clusters Score -1136183 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1136253.625000 Penalty: 4650.003418
	Iteration 16Q: 3 clusters Score -1136254 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1136274.500000 Penalty: 4650.003418
	Iteration 17Q: 3 clusters Score -1136274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1136276.750000 Penalty: 4650.003418
	Iteration 18Q: 3 clusters Score -1136277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1136285.250000 Penalty: 4650.003418
	Iteration 19Q: 3 clusters Score -1136285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1136287.125000 Penalty: 4650.003418
	Iteration 20F: 3 clusters Score -1136287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1136287.125000 Penalty: 4650.003418
	Iteration 21Q: 3 clusters Score -1136287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1136287.125000 Penalty: 4650.003418
	Iteration 22Q: 3 clusters Score -1136287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1136289.500000 Penalty: 4650.003418
	Iteration 23Q: 3 clusters Score -1136290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1136289.500000 Penalty: 4650.003418
	Iteration 24F: 3 clusters Score -1136290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Entering Unmasked Estep 
Score: -557607.687500 Penalty: 2152.131836
	Iteration 0F: 2 clusters Score -557607.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -552560.875000 Penalty: 4304.263672
	Iteration 0F: 3 clusters Score -552560.9 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -553977.062500 Penalty: 4304.263672
	Iteration 1F: 3 clusters Score -553977.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -554296.062500 Penalty: 4304.263672
	Iteration 2F: 3 clusters Score -554296.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -554614.375000 Penalty: 4304.263672
	Iteration 3F: 3 clusters Score -554614.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -554992.375000 Penalty: 4304.263672
	Iteration 4F: 3 clusters Score -554992.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -555362.437500 Penalty: 4304.263672
	Iteration 5F: 3 clusters Score -555362.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -555631.500000 Penalty: 4304.263672
	Iteration 6F: 3 clusters Score -555631.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -555815.500000 Penalty: 4304.263672
	Iteration 7Q: 3 clusters Score -555815.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -555940.937500 Penalty: 4304.263672
	Iteration 8Q: 3 clusters Score -555940.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -556032.187500 Penalty: 4304.263672
	Iteration 9Q: 3 clusters Score -556032.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -556099.250000 Penalty: 4304.263672
	Iteration 10Q: 3 clusters Score -556099.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -556148.187500 Penalty: 4304.263672
	Iteration 11Q: 3 clusters Score -556148.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -556200.500000 Penalty: 4304.263672
	Iteration 12Q: 3 clusters Score -556200.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -556244.437500 Penalty: 4304.263672
	Iteration 13Q: 3 clusters Score -556244.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -556288.500000 Penalty: 4304.263672
	Iteration 14Q: 3 clusters Score -556288.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -556324.500000 Penalty: 4304.263672
	Iteration 15Q: 3 clusters Score -556324.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -556360.937500 Penalty: 4304.263672
	Iteration 16Q: 3 clusters Score -556360.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -556387.437500 Penalty: 4304.263672
	Iteration 17Q: 3 clusters Score -556387.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -556411.000000 Penalty: 4304.263672
	Iteration 18Q: 3 clusters Score -556411 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -556432.687500 Penalty: 4304.263672
	Iteration 19Q: 3 clusters Score -556432.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -556454.750000 Penalty: 4304.263672
	Iteration 20F: 3 clusters Score -556454.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -556471.187500 Penalty: 4304.263672
	Iteration 21Q: 3 clusters Score -556471.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -556483.000000 Penalty: 4304.263672
	Iteration 22Q: 3 clusters Score -556483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -556496.437500 Penalty: 4304.263672
	Iteration 23Q: 3 clusters Score -556496.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -556509.875000 Penalty: 4304.263672
	Iteration 24Q: 3 clusters Score -556509.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -556524.312500 Penalty: 4304.263672
	Iteration 25Q: 3 clusters Score -556524.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -556540.437500 Penalty: 4304.263672
	Iteration 26Q: 3 clusters Score -556540.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -556556.000000 Penalty: 4304.263672
	Iteration 27Q: 3 clusters Score -556556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -556574.875000 Penalty: 4304.263672
	Iteration 28Q: 3 clusters Score -556574.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -556595.125000 Penalty: 4304.263672
	Iteration 29Q: 3 clusters Score -556595.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -556618.125000 Penalty: 4304.263672
	Iteration 30Q: 3 clusters Score -556618.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -556641.625000 Penalty: 4304.263672
	Iteration 31Q: 3 clusters Score -556641.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -556665.062500 Penalty: 4304.263672
	Iteration 32Q: 3 clusters Score -556665.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -556695.937500 Penalty: 4304.263672
	Iteration 33Q: 3 clusters Score -556695.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -556727.312500 Penalty: 4304.263672
	Iteration 34Q: 3 clusters Score -556727.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -556770.812500 Penalty: 4304.263672
	Iteration 35Q: 3 clusters Score -556770.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -556803.500000 Penalty: 4304.263672
	Iteration 36Q: 3 clusters Score -556803.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -556841.500000 Penalty: 4304.263672
	Iteration 37Q: 3 clusters Score -556841.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -556867.687500 Penalty: 4304.263672
	Iteration 38Q: 3 clusters Score -556867.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -556886.562500 Penalty: 4304.263672
	Iteration 39Q: 3 clusters Score -556886.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -556897.625000 Penalty: 4304.263672
	Iteration 40F: 3 clusters Score -556897.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -556905.812500 Penalty: 4304.263672
	Iteration 41Q: 3 clusters Score -556905.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -556911.937500 Penalty: 4304.263672
	Iteration 42Q: 3 clusters Score -556911.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -556913.875000 Penalty: 4304.263672
	Iteration 43Q: 3 clusters Score -556913.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -556919.312500 Penalty: 4304.263672
	Iteration 44Q: 3 clusters Score -556919.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -556921.562500 Penalty: 4304.263672
	Iteration 45Q: 3 clusters Score -556921.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -556922.750000 Penalty: 4304.263672
	Iteration 46Q: 3 clusters Score -556922.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -556925.812500 Penalty: 4304.263672
	Iteration 47Q: 3 clusters Score -556925.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -556926.687500 Penalty: 4304.263672
	Iteration 48Q: 3 clusters Score -556926.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -556927.250000 Penalty: 4304.263672
	Iteration 49Q: 3 clusters Score -556927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -556927.437500 Penalty: 4304.263672
	Iteration 50Q: 3 clusters Score -556927.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -556927.437500 Penalty: 4304.263672
	Iteration 51F: 3 clusters Score -556927.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (220189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220189 members 
Entering Unmasked Estep 
Score: -21546626.000000 Penalty: 3050.955811
	Iteration 0F: 2 clusters Score -2.154663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110066 members 
Mstep: Class 2 contains 110123 members 
Entering Unmasked Estep 
Score: -21401372.000000 Penalty: 6101.911621
	Iteration 0F: 3 clusters Score -2.140137e+07 nChanged 106021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111441 members 
Mstep: Class 2 contains 108748 members 
Entering Unmasked Estep 
Score: -21464008.000000 Penalty: 6101.911621
	Iteration 1F: 3 clusters Score -2.146401e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112314 members 
Mstep: Class 2 contains 107875 members 
Entering Unmasked Estep 
Score: -21465096.000000 Penalty: 6101.911621
	Iteration 2Q: 3 clusters Score -2.14651e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113803 members 
Mstep: Class 2 contains 106386 members 
Entering Unmasked Estep 
Score: -21466352.000000 Penalty: 6101.911621
	Iteration 3Q: 3 clusters Score -2.146635e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116350 members 
Mstep: Class 2 contains 103839 members 
Entering Unmasked Estep 
Score: -21468362.000000 Penalty: 6101.911621
	Iteration 4Q: 3 clusters Score -2.146836e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120576 members 
Mstep: Class 2 contains 99613 members 
Entering Unmasked Estep 
Score: -21470998.000000 Penalty: 6101.911621
	Iteration 5Q: 3 clusters Score -2.1471e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127005 members 
Mstep: Class 2 contains 93184 members 
Entering Unmasked Estep 
Score: -21475154.000000 Penalty: 6101.911621
	Iteration 6Q: 3 clusters Score -2.147515e+07 nChanged 12668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136207 members 
Mstep: Class 2 contains 83982 members 
Entering Unmasked Estep 
Score: -21481338.000000 Penalty: 6101.911621
	Iteration 7F: 3 clusters Score -2.148134e+07 nChanged 14621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148002 members 
Mstep: Class 2 contains 72187 members 
Entering Unmasked Estep 
Score: -21490216.000000 Penalty: 6101.911621
	Iteration 8F: 3 clusters Score -2.149022e+07 nChanged 15709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161697 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -21500906.000000 Penalty: 6101.911621
	Iteration 9F: 3 clusters Score -2.150091e+07 nChanged 14750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175391 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -21510980.000000 Penalty: 6101.911621
	Iteration 10F: 3 clusters Score -2.151098e+07 nChanged 12897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187948 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -21520092.000000 Penalty: 6101.911621
	Iteration 11F: 3 clusters Score -2.152009e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198523 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -21527734.000000 Penalty: 6101.911621
	Iteration 12Q: 3 clusters Score -2.152773e+07 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206810 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -21533900.000000 Penalty: 6101.911621
	Iteration 13Q: 3 clusters Score -2.15339e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212682 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -21538584.000000 Penalty: 6101.911621
	Iteration 14Q: 3 clusters Score -2.153858e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216169 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -21541492.000000 Penalty: 6101.911621
	Iteration 15Q: 3 clusters Score -2.154149e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217892 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -21542920.000000 Penalty: 6101.911621
	Iteration 16Q: 3 clusters Score -2.154292e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218654 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -21543498.000000 Penalty: 6101.911621
	Iteration 17Q: 3 clusters Score -2.15435e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219048 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -21543794.000000 Penalty: 6101.911621
	Iteration 18Q: 3 clusters Score -2.154379e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219261 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -21544016.000000 Penalty: 6101.911621
	Iteration 19Q: 3 clusters Score -2.154402e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219370 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -21544088.000000 Penalty: 6101.911621
	Iteration 20F: 3 clusters Score -2.154409e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219430 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -21544136.000000 Penalty: 6101.911621
	Iteration 21Q: 3 clusters Score -2.154414e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219467 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -21544146.000000 Penalty: 6101.911621
	Iteration 22Q: 3 clusters Score -2.154415e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219488 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -21544164.000000 Penalty: 6101.911621
	Iteration 23Q: 3 clusters Score -2.154416e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219500 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -21544192.000000 Penalty: 6101.911621
	Iteration 24Q: 3 clusters Score -2.154419e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219517 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -21544194.000000 Penalty: 6101.911621
	Iteration 25Q: 3 clusters Score -2.154419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219521 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -21544170.000000 Penalty: 6101.911621
	Iteration 26Q: 3 clusters Score -2.154417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219520 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -21544174.000000 Penalty: 6101.911621
	Iteration 27Q: 3 clusters Score -2.154417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219528 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -21544174.000000 Penalty: 6101.911621
	Iteration 28Q: 3 clusters Score -2.154417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219530 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -21544168.000000 Penalty: 6101.911621
	Iteration 29Q: 3 clusters Score -2.154417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219533 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -21544188.000000 Penalty: 6101.911621
	Iteration 30Q: 3 clusters Score -2.154419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219535 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -21544176.000000 Penalty: 6101.911621
	Iteration 31Q: 3 clusters Score -2.154418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219535 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -21544182.000000 Penalty: 6101.911621
	Iteration 32Q: 3 clusters Score -2.154418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219537 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -21544196.000000 Penalty: 6101.911621
	Iteration 33Q: 3 clusters Score -2.15442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219538 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -21544194.000000 Penalty: 6101.911621
	Iteration 34Q: 3 clusters Score -2.154419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219541 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -21544196.000000 Penalty: 6101.911621
	Iteration 35Q: 3 clusters Score -2.15442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219544 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -21544198.000000 Penalty: 6101.911621
	Iteration 36Q: 3 clusters Score -2.15442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219543 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -21544202.000000 Penalty: 6101.911621
	Iteration 37Q: 3 clusters Score -2.15442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219543 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -21544202.000000 Penalty: 6101.911621
	Iteration 38F: 3 clusters Score -2.15442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102320 members 
Entering Unmasked Estep 
Score: -10090459.000000 Penalty: 2860.893311
	Iteration 0F: 2 clusters Score -1.009046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -10022161.000000 Penalty: 5721.786621
	Iteration 0F: 3 clusters Score -1.002216e+07 nChanged 48336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -10049771.000000 Penalty: 5721.786621
	Iteration 1F: 3 clusters Score -1.004977e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -10050701.000000 Penalty: 5721.786621
	Iteration 2Q: 3 clusters Score -1.00507e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 58745 members 
Entering Unmasked Estep 
Score: -10051952.000000 Penalty: 5721.786621
	Iteration 3Q: 3 clusters Score -1.005195e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 62411 members 
Entering Unmasked Estep 
Score: -10053867.000000 Penalty: 5721.786621
	Iteration 4Q: 3 clusters Score -1.005387e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 67654 members 
Entering Unmasked Estep 
Score: -10057265.000000 Penalty: 5721.786621
	Iteration 5F: 3 clusters Score -1.005726e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 74791 members 
Entering Unmasked Estep 
Score: -10062826.000000 Penalty: 5721.786621
	Iteration 6F: 3 clusters Score -1.006283e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 83133 members 
Entering Unmasked Estep 
Score: -10070251.000000 Penalty: 5721.786621
	Iteration 7F: 3 clusters Score -1.007025e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -10078136.000000 Penalty: 5721.786621
	Iteration 8F: 3 clusters Score -1.007814e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 97055 members 
Entering Unmasked Estep 
Score: -10083589.000000 Penalty: 5721.786621
	Iteration 9F: 3 clusters Score -1.008359e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 100052 members 
Entering Unmasked Estep 
Score: -10086304.000000 Penalty: 5721.786621
	Iteration 10Q: 3 clusters Score -1.00863e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 101282 members 
Entering Unmasked Estep 
Score: -10087405.000000 Penalty: 5721.786621
	Iteration 11Q: 3 clusters Score -1.00874e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 101681 members 
Entering Unmasked Estep 
Score: -10087792.000000 Penalty: 5721.786621
	Iteration 12Q: 3 clusters Score -1.008779e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 101821 members 
Entering Unmasked Estep 
Score: -10088005.000000 Penalty: 5721.786621
	Iteration 13Q: 3 clusters Score -1.0088e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 101865 members 
Entering Unmasked Estep 
Score: -10088136.000000 Penalty: 5721.786621
	Iteration 14Q: 3 clusters Score -1.008814e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 101885 members 
Entering Unmasked Estep 
Score: -10088248.000000 Penalty: 5721.786621
	Iteration 15Q: 3 clusters Score -1.008825e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 101884 members 
Entering Unmasked Estep 
Score: -10088331.000000 Penalty: 5721.786621
	Iteration 16Q: 3 clusters Score -1.008833e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 101882 members 
Entering Unmasked Estep 
Score: -10088371.000000 Penalty: 5721.786621
	Iteration 17Q: 3 clusters Score -1.008837e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 101875 members 
Entering Unmasked Estep 
Score: -10088385.000000 Penalty: 5721.786621
	Iteration 18Q: 3 clusters Score -1.008838e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -10088399.000000 Penalty: 5721.786621
	Iteration 19Q: 3 clusters Score -1.00884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 101870 members 
Entering Unmasked Estep 
Score: -10088412.000000 Penalty: 5721.786621
	Iteration 20F: 3 clusters Score -1.008841e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 101860 members 
Entering Unmasked Estep 
Score: -10088450.000000 Penalty: 5721.786621
	Iteration 21Q: 3 clusters Score -1.008845e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 101850 members 
Entering Unmasked Estep 
Score: -10088449.000000 Penalty: 5721.786621
	Iteration 22Q: 3 clusters Score -1.008845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 101845 members 
Entering Unmasked Estep 
Score: -10088471.000000 Penalty: 5721.786621
	Iteration 23Q: 3 clusters Score -1.008847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 101842 members 
Entering Unmasked Estep 
Score: -10088481.000000 Penalty: 5721.786621
	Iteration 24Q: 3 clusters Score -1.008848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 101838 members 
Entering Unmasked Estep 
Score: -10088495.000000 Penalty: 5721.786621
	Iteration 25Q: 3 clusters Score -1.00885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 101836 members 
Entering Unmasked Estep 
Score: -10088498.000000 Penalty: 5721.786621
	Iteration 26Q: 3 clusters Score -1.00885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -10088496.000000 Penalty: 5721.786621
	Iteration 27Q: 3 clusters Score -1.00885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 101829 members 
Entering Unmasked Estep 
Score: -10088505.000000 Penalty: 5721.786621
	Iteration 28Q: 3 clusters Score -1.00885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 101826 members 
Entering Unmasked Estep 
Score: -10088510.000000 Penalty: 5721.786621
	Iteration 29Q: 3 clusters Score -1.008851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 101824 members 
Entering Unmasked Estep 
Score: -10088505.000000 Penalty: 5721.786621
	Iteration 30Q: 3 clusters Score -1.00885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 101823 members 
Entering Unmasked Estep 
Score: -10088510.000000 Penalty: 5721.786621
	Iteration 31Q: 3 clusters Score -1.008851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 101822 members 
Entering Unmasked Estep 
Score: -10088512.000000 Penalty: 5721.786621
	Iteration 32Q: 3 clusters Score -1.008851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 101820 members 
Entering Unmasked Estep 
Score: -10088527.000000 Penalty: 5721.786621
	Iteration 33Q: 3 clusters Score -1.008853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
Score: -10088517.000000 Penalty: 5721.786621
	Iteration 34Q: 3 clusters Score -1.008852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 101814 members 
Entering Unmasked Estep 
Score: -10088522.000000 Penalty: 5721.786621
	Iteration 35Q: 3 clusters Score -1.008852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 101815 members 
Entering Unmasked Estep 
Score: -10088523.000000 Penalty: 5721.786621
	Iteration 36Q: 3 clusters Score -1.008852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
Score: -10088532.000000 Penalty: 5721.786621
	Iteration 37Q: 3 clusters Score -1.008853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 101816 members 
Entering Unmasked Estep 
Score: -10088544.000000 Penalty: 5721.786621
	Iteration 38Q: 3 clusters Score -1.008854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
Score: -10088544.000000 Penalty: 5721.786621
	Iteration 39Q: 3 clusters Score -1.008854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
Score: -10088551.000000 Penalty: 5721.786621
	Iteration 40F: 3 clusters Score -1.008855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 101818 members 
Entering Unmasked Estep 
Score: -10088550.000000 Penalty: 5721.786621
	Iteration 41Q: 3 clusters Score -1.008855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 101818 members 
Entering Unmasked Estep 
Score: -10088550.000000 Penalty: 5721.786621
	Iteration 42F: 3 clusters Score -1.008855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Entering Unmasked Estep 
Score: -807136.125000 Penalty: 2232.119873
	Iteration 0F: 2 clusters Score -807136.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -800680.437500 Penalty: 4464.239746
	Iteration 0F: 3 clusters Score -800680.4 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -802364.375000 Penalty: 4464.239746
	Iteration 1F: 3 clusters Score -802364.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -802617.437500 Penalty: 4464.239746
	Iteration 2F: 3 clusters Score -802617.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -802791.250000 Penalty: 4464.239746
	Iteration 3Q: 3 clusters Score -802791.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -802952.500000 Penalty: 4464.239746
	Iteration 4Q: 3 clusters Score -802952.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -803073.562500 Penalty: 4464.239746
	Iteration 5Q: 3 clusters Score -803073.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -803187.687500 Penalty: 4464.239746
	Iteration 6Q: 3 clusters Score -803187.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -803291.875000 Penalty: 4464.239746
	Iteration 7Q: 3 clusters Score -803291.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -803402.750000 Penalty: 4464.239746
	Iteration 8Q: 3 clusters Score -803402.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -803524.500000 Penalty: 4464.239746
	Iteration 9Q: 3 clusters Score -803524.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -803663.750000 Penalty: 4464.239746
	Iteration 10Q: 3 clusters Score -803663.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -803806.437500 Penalty: 4464.239746
	Iteration 11Q: 3 clusters Score -803806.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -803980.812500 Penalty: 4464.239746
	Iteration 12Q: 3 clusters Score -803980.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -804172.562500 Penalty: 4464.239746
	Iteration 13Q: 3 clusters Score -804172.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -804379.437500 Penalty: 4464.239746
	Iteration 14Q: 3 clusters Score -804379.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -804557.000000 Penalty: 4464.239746
	Iteration 15Q: 3 clusters Score -804557 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -804680.250000 Penalty: 4464.239746
	Iteration 16Q: 3 clusters Score -804680.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -804773.187500 Penalty: 4464.239746
	Iteration 17Q: 3 clusters Score -804773.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -804860.937500 Penalty: 4464.239746
	Iteration 18Q: 3 clusters Score -804860.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -804943.562500 Penalty: 4464.239746
	Iteration 19Q: 3 clusters Score -804943.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -805000.812500 Penalty: 4464.239746
	Iteration 20F: 3 clusters Score -805000.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -805043.812500 Penalty: 4464.239746
	Iteration 21Q: 3 clusters Score -805043.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -805075.000000 Penalty: 4464.239746
	Iteration 22Q: 3 clusters Score -805075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -805103.000000 Penalty: 4464.239746
	Iteration 23Q: 3 clusters Score -805103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -805131.687500 Penalty: 4464.239746
	Iteration 24Q: 3 clusters Score -805131.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -805152.562500 Penalty: 4464.239746
	Iteration 25Q: 3 clusters Score -805152.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -805172.812500 Penalty: 4464.239746
	Iteration 26Q: 3 clusters Score -805172.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -805179.875000 Penalty: 4464.239746
	Iteration 27Q: 3 clusters Score -805179.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -805190.437500 Penalty: 4464.239746
	Iteration 28Q: 3 clusters Score -805190.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -805198.062500 Penalty: 4464.239746
	Iteration 29Q: 3 clusters Score -805198.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -805203.562500 Penalty: 4464.239746
	Iteration 30Q: 3 clusters Score -805203.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -805215.000000 Penalty: 4464.239746
	Iteration 31Q: 3 clusters Score -805215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -805221.562500 Penalty: 4464.239746
	Iteration 32Q: 3 clusters Score -805221.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -805228.312500 Penalty: 4464.239746
	Iteration 33Q: 3 clusters Score -805228.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -805241.062500 Penalty: 4464.239746
	Iteration 34Q: 3 clusters Score -805241.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -805246.187500 Penalty: 4464.239746
	Iteration 35Q: 3 clusters Score -805246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -805248.250000 Penalty: 4464.239746
	Iteration 36Q: 3 clusters Score -805248.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -805252.000000 Penalty: 4464.239746
	Iteration 37Q: 3 clusters Score -805252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -805255.625000 Penalty: 4464.239746
	Iteration 38Q: 3 clusters Score -805255.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -805258.937500 Penalty: 4464.239746
	Iteration 39Q: 3 clusters Score -805258.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -805261.000000 Penalty: 4464.239746
	Iteration 40F: 3 clusters Score -805261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -805261.187500 Penalty: 4464.239746
	Iteration 41Q: 3 clusters Score -805261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -805263.125000 Penalty: 4464.239746
	Iteration 42Q: 3 clusters Score -805263.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -805263.125000 Penalty: 4464.239746
	Iteration 43F: 3 clusters Score -805263.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Entering Unmasked Estep 
Score: -1926968.125000 Penalty: 2470.573975
	Iteration 0F: 2 clusters Score -1926968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1912093.250000 Penalty: 4941.147949
	Iteration 0F: 3 clusters Score -1912093 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1917395.500000 Penalty: 4941.147949
	Iteration 1F: 3 clusters Score -1917396 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1918141.500000 Penalty: 4941.147949
	Iteration 2F: 3 clusters Score -1918142 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1919050.625000 Penalty: 4941.147949
	Iteration 3F: 3 clusters Score -1919051 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1920212.125000 Penalty: 4941.147949
	Iteration 4F: 3 clusters Score -1920212 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1921492.500000 Penalty: 4941.147949
	Iteration 5F: 3 clusters Score -1921492 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1922685.750000 Penalty: 4941.147949
	Iteration 6F: 3 clusters Score -1922686 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1923452.125000 Penalty: 4941.147949
	Iteration 7F: 3 clusters Score -1923452 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1923884.000000 Penalty: 4941.147949
	Iteration 8Q: 3 clusters Score -1923884 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1924141.500000 Penalty: 4941.147949
	Iteration 9Q: 3 clusters Score -1924142 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1924301.375000 Penalty: 4941.147949
	Iteration 10Q: 3 clusters Score -1924301 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1924455.875000 Penalty: 4941.147949
	Iteration 11Q: 3 clusters Score -1924456 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1924583.375000 Penalty: 4941.147949
	Iteration 12Q: 3 clusters Score -1924583 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1924691.625000 Penalty: 4941.147949
	Iteration 13Q: 3 clusters Score -1924692 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1924795.500000 Penalty: 4941.147949
	Iteration 14Q: 3 clusters Score -1924796 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1924892.000000 Penalty: 4941.147949
	Iteration 15Q: 3 clusters Score -1924892 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1924957.000000 Penalty: 4941.147949
	Iteration 16Q: 3 clusters Score -1924957 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1925017.875000 Penalty: 4941.147949
	Iteration 17Q: 3 clusters Score -1925018 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1925072.750000 Penalty: 4941.147949
	Iteration 18Q: 3 clusters Score -1925073 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1925109.875000 Penalty: 4941.147949
	Iteration 19Q: 3 clusters Score -1925110 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1925140.500000 Penalty: 4941.147949
	Iteration 20F: 3 clusters Score -1925140 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1925174.500000 Penalty: 4941.147949
	Iteration 21Q: 3 clusters Score -1925174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1925197.875000 Penalty: 4941.147949
	Iteration 22Q: 3 clusters Score -1925198 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1925235.000000 Penalty: 4941.147949
	Iteration 23Q: 3 clusters Score -1925235 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1925269.000000 Penalty: 4941.147949
	Iteration 24Q: 3 clusters Score -1925269 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1925300.625000 Penalty: 4941.147949
	Iteration 25Q: 3 clusters Score -1925301 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1925332.875000 Penalty: 4941.147949
	Iteration 26Q: 3 clusters Score -1925333 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1925360.000000 Penalty: 4941.147949
	Iteration 27Q: 3 clusters Score -1925360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1925381.125000 Penalty: 4941.147949
	Iteration 28Q: 3 clusters Score -1925381 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1925396.125000 Penalty: 4941.147949
	Iteration 29Q: 3 clusters Score -1925396 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1925407.000000 Penalty: 4941.147949
	Iteration 30Q: 3 clusters Score -1925407 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1925429.000000 Penalty: 4941.147949
	Iteration 31Q: 3 clusters Score -1925429 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1925461.250000 Penalty: 4941.147949
	Iteration 32Q: 3 clusters Score -1925461 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1925471.625000 Penalty: 4941.147949
	Iteration 33Q: 3 clusters Score -1925472 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1925485.250000 Penalty: 4941.147949
	Iteration 34Q: 3 clusters Score -1925485 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1925513.250000 Penalty: 4941.147949
	Iteration 35Q: 3 clusters Score -1925513 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1925526.750000 Penalty: 4941.147949
	Iteration 36Q: 3 clusters Score -1925527 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1925540.750000 Penalty: 4941.147949
	Iteration 37Q: 3 clusters Score -1925541 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1925550.875000 Penalty: 4941.147949
	Iteration 38Q: 3 clusters Score -1925551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1925561.375000 Penalty: 4941.147949
	Iteration 39Q: 3 clusters Score -1925561 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1925573.875000 Penalty: 4941.147949
	Iteration 40F: 3 clusters Score -1925574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1925584.500000 Penalty: 4941.147949
	Iteration 41Q: 3 clusters Score -1925584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1925589.750000 Penalty: 4941.147949
	Iteration 42Q: 3 clusters Score -1925590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1925611.250000 Penalty: 4941.147949
	Iteration 43Q: 3 clusters Score -1925611 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1925632.500000 Penalty: 4941.147949
	Iteration 44Q: 3 clusters Score -1925632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1925666.375000 Penalty: 4941.147949
	Iteration 45Q: 3 clusters Score -1925666 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1925699.875000 Penalty: 4941.147949
	Iteration 46Q: 3 clusters Score -1925700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1925729.000000 Penalty: 4941.147949
	Iteration 47Q: 3 clusters Score -1925729 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1925748.375000 Penalty: 4941.147949
	Iteration 48Q: 3 clusters Score -1925748 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1925780.250000 Penalty: 4941.147949
	Iteration 49Q: 3 clusters Score -1925780 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1925795.125000 Penalty: 4941.147949
	Iteration 50Q: 3 clusters Score -1925795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1925805.125000 Penalty: 4941.147949
	Iteration 51Q: 3 clusters Score -1925805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1925811.750000 Penalty: 4941.147949
	Iteration 52Q: 3 clusters Score -1925812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1925825.000000 Penalty: 4941.147949
	Iteration 53Q: 3 clusters Score -1925825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1925824.500000 Penalty: 4941.147949
	Iteration 54Q: 3 clusters Score -1925824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1925828.125000 Penalty: 4941.147949
	Iteration 55Q: 3 clusters Score -1925828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1925831.375000 Penalty: 4941.147949
	Iteration 56Q: 3 clusters Score -1925831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1925833.625000 Penalty: 4941.147949
	Iteration 57Q: 3 clusters Score -1925834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1925836.750000 Penalty: 4941.147949
	Iteration 58Q: 3 clusters Score -1925837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1925837.875000 Penalty: 4941.147949
	Iteration 59Q: 3 clusters Score -1925838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1925838.625000 Penalty: 4941.147949
	Iteration 60F: 3 clusters Score -1925839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1925839.875000 Penalty: 4941.147949
	Iteration 61Q: 3 clusters Score -1925840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1925839.250000 Penalty: 4941.147949
	Iteration 62Q: 3 clusters Score -1925839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1925838.625000 Penalty: 4941.147949
	Iteration 63Q: 3 clusters Score -1925839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1925839.250000 Penalty: 4941.147949
	Iteration 64Q: 3 clusters Score -1925839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1925837.375000 Penalty: 4941.147949
	Iteration 65Q: 3 clusters Score -1925837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1925838.000000 Penalty: 4941.147949
	Iteration 66Q: 3 clusters Score -1925838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1925839.375000 Penalty: 4941.147949
	Iteration 67Q: 3 clusters Score -1925839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1925840.125000 Penalty: 4941.147949
	Iteration 68Q: 3 clusters Score -1925840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1925840.625000 Penalty: 4941.147949
	Iteration 69Q: 3 clusters Score -1925841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1925839.375000 Penalty: 4941.147949
	Iteration 70Q: 3 clusters Score -1925839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1925839.500000 Penalty: 4941.147949
	Iteration 71Q: 3 clusters Score -1925840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1925839.375000 Penalty: 4941.147949
	Iteration 72Q: 3 clusters Score -1925839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1925839.875000 Penalty: 4941.147949
	Iteration 73Q: 3 clusters Score -1925840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1925840.500000 Penalty: 4941.147949
	Iteration 74Q: 3 clusters Score -1925840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1925840.500000 Penalty: 4941.147949
	Iteration 75F: 3 clusters Score -1925840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (137031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137031 members 
Entering Unmasked Estep 
Score: -13266321.000000 Penalty: 2933.334717
	Iteration 0F: 2 clusters Score -1.326632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68794 members 
Mstep: Class 2 contains 68237 members 
Entering Unmasked Estep 
Score: -13174615.000000 Penalty: 5866.669434
	Iteration 0F: 3 clusters Score -1.317462e+07 nChanged 65303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74087 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -13213040.000000 Penalty: 5866.669434
	Iteration 1F: 3 clusters Score -1.321304e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77316 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -13214915.000000 Penalty: 5866.669434
	Iteration 2Q: 3 clusters Score -1.321492e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -13217649.000000 Penalty: 5866.669434
	Iteration 3Q: 3 clusters Score -1.321765e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -13222072.000000 Penalty: 5866.669434
	Iteration 4F: 3 clusters Score -1.322207e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97594 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -13228735.000000 Penalty: 5866.669434
	Iteration 5F: 3 clusters Score -1.322874e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107753 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -13237485.000000 Penalty: 5866.669434
	Iteration 6F: 3 clusters Score -1.323748e+07 nChanged 10120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117843 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -13246631.000000 Penalty: 5866.669434
	Iteration 7F: 3 clusters Score -1.324663e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125886 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -13254156.000000 Penalty: 5866.669434
	Iteration 8F: 3 clusters Score -1.325416e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130985 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -13258660.000000 Penalty: 5866.669434
	Iteration 9Q: 3 clusters Score -1.325866e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133890 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -13261240.000000 Penalty: 5866.669434
	Iteration 10Q: 3 clusters Score -1.326124e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135399 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -13262544.000000 Penalty: 5866.669434
	Iteration 11Q: 3 clusters Score -1.326254e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136111 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -13263158.000000 Penalty: 5866.669434
	Iteration 12Q: 3 clusters Score -1.326316e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136422 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -13263425.000000 Penalty: 5866.669434
	Iteration 13Q: 3 clusters Score -1.326342e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136541 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -13263559.000000 Penalty: 5866.669434
	Iteration 14Q: 3 clusters Score -1.326356e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136601 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -13263639.000000 Penalty: 5866.669434
	Iteration 15Q: 3 clusters Score -1.326364e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136631 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -13263669.000000 Penalty: 5866.669434
	Iteration 16Q: 3 clusters Score -1.326367e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136655 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -13263701.000000 Penalty: 5866.669434
	Iteration 17Q: 3 clusters Score -1.32637e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136668 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -13263719.000000 Penalty: 5866.669434
	Iteration 18Q: 3 clusters Score -1.326372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136683 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -13263750.000000 Penalty: 5866.669434
	Iteration 19Q: 3 clusters Score -1.326375e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136692 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -13263771.000000 Penalty: 5866.669434
	Iteration 20F: 3 clusters Score -1.326377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136700 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -13263783.000000 Penalty: 5866.669434
	Iteration 21Q: 3 clusters Score -1.326378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136710 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -13263800.000000 Penalty: 5866.669434
	Iteration 22Q: 3 clusters Score -1.32638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136712 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -13263800.000000 Penalty: 5866.669434
	Iteration 23Q: 3 clusters Score -1.32638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136714 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -13263801.000000 Penalty: 5866.669434
	Iteration 24Q: 3 clusters Score -1.32638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136715 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13263795.000000 Penalty: 5866.669434
	Iteration 25Q: 3 clusters Score -1.32638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136715 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13263795.000000 Penalty: 5866.669434
	Iteration 26F: 3 clusters Score -1.32638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Entering Unmasked Estep 
Score: -4336590.000000 Penalty: 2653.924805
	Iteration 0F: 2 clusters Score -4336590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -4306586.500000 Penalty: 5307.849609
	Iteration 0F: 3 clusters Score -4306586 nChanged 20391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -4317696.500000 Penalty: 5307.849609
	Iteration 1F: 3 clusters Score -4317696 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -4318291.000000 Penalty: 5307.849609
	Iteration 2Q: 3 clusters Score -4318291 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -4318853.500000 Penalty: 5307.849609
	Iteration 3Q: 3 clusters Score -4318854 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4319414.500000 Penalty: 5307.849609
	Iteration 4Q: 3 clusters Score -4319414 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -4319961.000000 Penalty: 5307.849609
	Iteration 5Q: 3 clusters Score -4319961 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -4320540.500000 Penalty: 5307.849609
	Iteration 6Q: 3 clusters Score -4320540 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -4321156.500000 Penalty: 5307.849609
	Iteration 7Q: 3 clusters Score -4321156 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -4321703.000000 Penalty: 5307.849609
	Iteration 8Q: 3 clusters Score -4321703 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -4322289.500000 Penalty: 5307.849609
	Iteration 9Q: 3 clusters Score -4322290 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -4322818.500000 Penalty: 5307.849609
	Iteration 10Q: 3 clusters Score -4322818 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -4323431.000000 Penalty: 5307.849609
	Iteration 11Q: 3 clusters Score -4323431 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -4324093.500000 Penalty: 5307.849609
	Iteration 12Q: 3 clusters Score -4324094 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -4324931.500000 Penalty: 5307.849609
	Iteration 13Q: 3 clusters Score -4324932 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -4326033.500000 Penalty: 5307.849609
	Iteration 14Q: 3 clusters Score -4326034 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -4327527.000000 Penalty: 5307.849609
	Iteration 15Q: 3 clusters Score -4327527 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -4329085.500000 Penalty: 5307.849609
	Iteration 16Q: 3 clusters Score -4329086 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -4330296.000000 Penalty: 5307.849609
	Iteration 17Q: 3 clusters Score -4330296 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -4331040.500000 Penalty: 5307.849609
	Iteration 18Q: 3 clusters Score -4331040 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -4331542.500000 Penalty: 5307.849609
	Iteration 19Q: 3 clusters Score -4331542 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -4331940.500000 Penalty: 5307.849609
	Iteration 20F: 3 clusters Score -4331940 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -4332236.500000 Penalty: 5307.849609
	Iteration 21Q: 3 clusters Score -4332236 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -4332532.000000 Penalty: 5307.849609
	Iteration 22Q: 3 clusters Score -4332532 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -4332767.000000 Penalty: 5307.849609
	Iteration 23Q: 3 clusters Score -4332767 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -4332946.000000 Penalty: 5307.849609
	Iteration 24Q: 3 clusters Score -4332946 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -4333087.500000 Penalty: 5307.849609
	Iteration 25Q: 3 clusters Score -4333088 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -4333230.500000 Penalty: 5307.849609
	Iteration 26Q: 3 clusters Score -4333230 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -4333382.000000 Penalty: 5307.849609
	Iteration 27Q: 3 clusters Score -4333382 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -4333504.000000 Penalty: 5307.849609
	Iteration 28Q: 3 clusters Score -4333504 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -4333587.500000 Penalty: 5307.849609
	Iteration 29Q: 3 clusters Score -4333588 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -4333637.000000 Penalty: 5307.849609
	Iteration 30Q: 3 clusters Score -4333637 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -4333696.000000 Penalty: 5307.849609
	Iteration 31Q: 3 clusters Score -4333696 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -4333761.500000 Penalty: 5307.849609
	Iteration 32Q: 3 clusters Score -4333762 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -4333809.500000 Penalty: 5307.849609
	Iteration 33Q: 3 clusters Score -4333810 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -4333844.000000 Penalty: 5307.849609
	Iteration 34Q: 3 clusters Score -4333844 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -4333872.000000 Penalty: 5307.849609
	Iteration 35Q: 3 clusters Score -4333872 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -4333900.500000 Penalty: 5307.849609
	Iteration 36Q: 3 clusters Score -4333900 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -4333932.000000 Penalty: 5307.849609
	Iteration 37Q: 3 clusters Score -4333932 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -4333966.000000 Penalty: 5307.849609
	Iteration 38Q: 3 clusters Score -4333966 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -4333984.500000 Penalty: 5307.849609
	Iteration 39Q: 3 clusters Score -4333984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -4334021.500000 Penalty: 5307.849609
	Iteration 40F: 3 clusters Score -4334022 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -4334044.000000 Penalty: 5307.849609
	Iteration 41Q: 3 clusters Score -4334044 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -4334072.500000 Penalty: 5307.849609
	Iteration 42Q: 3 clusters Score -4334072 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -4334091.000000 Penalty: 5307.849609
	Iteration 43Q: 3 clusters Score -4334091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -4334099.000000 Penalty: 5307.849609
	Iteration 44Q: 3 clusters Score -4334099 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -4334108.000000 Penalty: 5307.849609
	Iteration 45Q: 3 clusters Score -4334108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -4334126.000000 Penalty: 5307.849609
	Iteration 46Q: 3 clusters Score -4334126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -4334146.500000 Penalty: 5307.849609
	Iteration 47Q: 3 clusters Score -4334146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -4334169.000000 Penalty: 5307.849609
	Iteration 48Q: 3 clusters Score -4334169 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -4334196.000000 Penalty: 5307.849609
	Iteration 49Q: 3 clusters Score -4334196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -4334225.500000 Penalty: 5307.849609
	Iteration 50Q: 3 clusters Score -4334226 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -4334236.000000 Penalty: 5307.849609
	Iteration 51Q: 3 clusters Score -4334236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -4334252.000000 Penalty: 5307.849609
	Iteration 52Q: 3 clusters Score -4334252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -4334256.500000 Penalty: 5307.849609
	Iteration 53Q: 3 clusters Score -4334256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -4334277.000000 Penalty: 5307.849609
	Iteration 54Q: 3 clusters Score -4334277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -4334300.000000 Penalty: 5307.849609
	Iteration 55Q: 3 clusters Score -4334300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -4334320.500000 Penalty: 5307.849609
	Iteration 56Q: 3 clusters Score -4334320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -4334331.000000 Penalty: 5307.849609
	Iteration 57Q: 3 clusters Score -4334331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -4334342.500000 Penalty: 5307.849609
	Iteration 58Q: 3 clusters Score -4334342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -4334353.000000 Penalty: 5307.849609
	Iteration 59Q: 3 clusters Score -4334353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -4334361.500000 Penalty: 5307.849609
	Iteration 60F: 3 clusters Score -4334362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -4334364.000000 Penalty: 5307.849609
	Iteration 61Q: 3 clusters Score -4334364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -4334369.500000 Penalty: 5307.849609
	Iteration 62Q: 3 clusters Score -4334370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -4334374.000000 Penalty: 5307.849609
	Iteration 63Q: 3 clusters Score -4334374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -4334374.500000 Penalty: 5307.849609
	Iteration 64Q: 3 clusters Score -4334374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -4334375.000000 Penalty: 5307.849609
	Iteration 65Q: 3 clusters Score -4334375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -4334372.000000 Penalty: 5307.849609
	Iteration 66Q: 3 clusters Score -4334372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -4334374.500000 Penalty: 5307.849609
	Iteration 67Q: 3 clusters Score -4334374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -4334377.500000 Penalty: 5307.849609
	Iteration 68Q: 3 clusters Score -4334378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -4334380.500000 Penalty: 5307.849609
	Iteration 69Q: 3 clusters Score -4334380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -4334385.500000 Penalty: 5307.849609
	Iteration 70Q: 3 clusters Score -4334386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -4334386.000000 Penalty: 5307.849609
	Iteration 71Q: 3 clusters Score -4334386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -4334390.500000 Penalty: 5307.849609
	Iteration 72Q: 3 clusters Score -4334390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -4334390.000000 Penalty: 5307.849609
	Iteration 73Q: 3 clusters Score -4334390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -4334397.000000 Penalty: 5307.849609
	Iteration 74Q: 3 clusters Score -4334397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -4334410.000000 Penalty: 5307.849609
	Iteration 75Q: 3 clusters Score -4334410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -4334416.000000 Penalty: 5307.849609
	Iteration 76Q: 3 clusters Score -4334416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -4334416.500000 Penalty: 5307.849609
	Iteration 77Q: 3 clusters Score -4334416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -4334421.500000 Penalty: 5307.849609
	Iteration 78Q: 3 clusters Score -4334422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -4334421.000000 Penalty: 5307.849609
	Iteration 79Q: 3 clusters Score -4334421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -4334419.500000 Penalty: 5307.849609
	Iteration 80F: 3 clusters Score -4334420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -4334430.500000 Penalty: 5307.849609
	Iteration 81Q: 3 clusters Score -4334430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -4334429.500000 Penalty: 5307.849609
	Iteration 82Q: 3 clusters Score -4334430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -4334426.000000 Penalty: 5307.849609
	Iteration 83Q: 3 clusters Score -4334426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -4334436.000000 Penalty: 5307.849609
	Iteration 84Q: 3 clusters Score -4334436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -4334432.000000 Penalty: 5307.849609
	Iteration 85Q: 3 clusters Score -4334432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -4334429.500000 Penalty: 5307.849609
	Iteration 86Q: 3 clusters Score -4334430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -4334432.000000 Penalty: 5307.849609
	Iteration 87Q: 3 clusters Score -4334432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -4334429.000000 Penalty: 5307.849609
	Iteration 88Q: 3 clusters Score -4334429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -4334434.000000 Penalty: 5307.849609
	Iteration 89Q: 3 clusters Score -4334434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -4334433.500000 Penalty: 5307.849609
	Iteration 90Q: 3 clusters Score -4334434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -4334438.500000 Penalty: 5307.849609
	Iteration 91Q: 3 clusters Score -4334438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -4334441.500000 Penalty: 5307.849609
	Iteration 92Q: 3 clusters Score -4334442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -4334444.000000 Penalty: 5307.849609
	Iteration 93Q: 3 clusters Score -4334444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -4334446.500000 Penalty: 5307.849609
	Iteration 94Q: 3 clusters Score -4334446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -4334446.000000 Penalty: 5307.849609
	Iteration 95Q: 3 clusters Score -4334446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -4334444.500000 Penalty: 5307.849609
	Iteration 96Q: 3 clusters Score -4334444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -4334453.500000 Penalty: 5307.849609
	Iteration 97Q: 3 clusters Score -4334454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -4334453.500000 Penalty: 5307.849609
	Iteration 98Q: 3 clusters Score -4334454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -4334457.000000 Penalty: 5307.849609
	Iteration 99Q: 3 clusters Score -4334457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -4334455.000000 Penalty: 5307.849609
	Iteration 100F: 3 clusters Score -4334455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -4334455.500000 Penalty: 5307.849609
	Iteration 101Q: 3 clusters Score -4334456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -4334456.000000 Penalty: 5307.849609
	Iteration 102Q: 3 clusters Score -4334456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -4334453.500000 Penalty: 5307.849609
	Iteration 103Q: 3 clusters Score -4334454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -4334458.000000 Penalty: 5307.849609
	Iteration 104Q: 3 clusters Score -4334458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -4334461.000000 Penalty: 5307.849609
	Iteration 105Q: 3 clusters Score -4334461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -4334464.500000 Penalty: 5307.849609
	Iteration 106Q: 3 clusters Score -4334464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -4334463.000000 Penalty: 5307.849609
	Iteration 107Q: 3 clusters Score -4334463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -4334463.000000 Penalty: 5307.849609
	Iteration 108F: 3 clusters Score -4334463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Entering Unmasked Estep 
Score: -966579.500000 Penalty: 2290.215576
	Iteration 0F: 2 clusters Score -966579.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -958797.312500 Penalty: 4580.431152
	Iteration 0F: 3 clusters Score -958797.3 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -961021.187500 Penalty: 4580.431152
	Iteration 1F: 3 clusters Score -961021.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -961289.187500 Penalty: 4580.431152
	Iteration 2F: 3 clusters Score -961289.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -961496.000000 Penalty: 4580.431152
	Iteration 3Q: 3 clusters Score -961496 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -961651.812500 Penalty: 4580.431152
	Iteration 4Q: 3 clusters Score -961651.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -961790.875000 Penalty: 4580.431152
	Iteration 5Q: 3 clusters Score -961790.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -961918.000000 Penalty: 4580.431152
	Iteration 6Q: 3 clusters Score -961918 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -962018.062500 Penalty: 4580.431152
	Iteration 7Q: 3 clusters Score -962018.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -962116.687500 Penalty: 4580.431152
	Iteration 8Q: 3 clusters Score -962116.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -962207.000000 Penalty: 4580.431152
	Iteration 9Q: 3 clusters Score -962207 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -962290.500000 Penalty: 4580.431152
	Iteration 10Q: 3 clusters Score -962290.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -962374.625000 Penalty: 4580.431152
	Iteration 11Q: 3 clusters Score -962374.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -962459.312500 Penalty: 4580.431152
	Iteration 12Q: 3 clusters Score -962459.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -962545.875000 Penalty: 4580.431152
	Iteration 13Q: 3 clusters Score -962545.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -962633.000000 Penalty: 4580.431152
	Iteration 14Q: 3 clusters Score -962633 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -962723.125000 Penalty: 4580.431152
	Iteration 15Q: 3 clusters Score -962723.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -962835.937500 Penalty: 4580.431152
	Iteration 16Q: 3 clusters Score -962835.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -962962.187500 Penalty: 4580.431152
	Iteration 17Q: 3 clusters Score -962962.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -963107.687500 Penalty: 4580.431152
	Iteration 18Q: 3 clusters Score -963107.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -963258.937500 Penalty: 4580.431152
	Iteration 19Q: 3 clusters Score -963258.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -963408.125000 Penalty: 4580.431152
	Iteration 20F: 3 clusters Score -963408.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -963541.750000 Penalty: 4580.431152
	Iteration 21Q: 3 clusters Score -963541.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -963655.187500 Penalty: 4580.431152
	Iteration 22Q: 3 clusters Score -963655.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -963756.625000 Penalty: 4580.431152
	Iteration 23Q: 3 clusters Score -963756.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -963851.500000 Penalty: 4580.431152
	Iteration 24Q: 3 clusters Score -963851.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -963939.562500 Penalty: 4580.431152
	Iteration 25Q: 3 clusters Score -963939.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -964019.312500 Penalty: 4580.431152
	Iteration 26Q: 3 clusters Score -964019.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -964097.687500 Penalty: 4580.431152
	Iteration 27Q: 3 clusters Score -964097.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -964182.250000 Penalty: 4580.431152
	Iteration 28Q: 3 clusters Score -964182.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -964258.687500 Penalty: 4580.431152
	Iteration 29Q: 3 clusters Score -964258.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -964337.187500 Penalty: 4580.431152
	Iteration 30Q: 3 clusters Score -964337.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -964404.937500 Penalty: 4580.431152
	Iteration 31Q: 3 clusters Score -964404.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -964458.562500 Penalty: 4580.431152
	Iteration 32Q: 3 clusters Score -964458.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -964500.937500 Penalty: 4580.431152
	Iteration 33Q: 3 clusters Score -964500.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -964531.125000 Penalty: 4580.431152
	Iteration 34Q: 3 clusters Score -964531.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -964551.062500 Penalty: 4580.431152
	Iteration 35Q: 3 clusters Score -964551.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -964567.187500 Penalty: 4580.431152
	Iteration 36Q: 3 clusters Score -964567.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -964582.125000 Penalty: 4580.431152
	Iteration 37Q: 3 clusters Score -964582.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -964586.187500 Penalty: 4580.431152
	Iteration 38Q: 3 clusters Score -964586.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -964591.125000 Penalty: 4580.431152
	Iteration 39Q: 3 clusters Score -964591.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -964595.687500 Penalty: 4580.431152
	Iteration 40F: 3 clusters Score -964595.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -964600.500000 Penalty: 4580.431152
	Iteration 41Q: 3 clusters Score -964600.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -964608.250000 Penalty: 4580.431152
	Iteration 42Q: 3 clusters Score -964608.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -964614.750000 Penalty: 4580.431152
	Iteration 43Q: 3 clusters Score -964614.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -964627.062500 Penalty: 4580.431152
	Iteration 44Q: 3 clusters Score -964627.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -964633.875000 Penalty: 4580.431152
	Iteration 45Q: 3 clusters Score -964633.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -964639.062500 Penalty: 4580.431152
	Iteration 46Q: 3 clusters Score -964639.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -964643.687500 Penalty: 4580.431152
	Iteration 47Q: 3 clusters Score -964643.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -964648.437500 Penalty: 4580.431152
	Iteration 48Q: 3 clusters Score -964648.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -964655.062500 Penalty: 4580.431152
	Iteration 49Q: 3 clusters Score -964655.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -964669.500000 Penalty: 4580.431152
	Iteration 50Q: 3 clusters Score -964669.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -964682.812500 Penalty: 4580.431152
	Iteration 51Q: 3 clusters Score -964682.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -964702.937500 Penalty: 4580.431152
	Iteration 52Q: 3 clusters Score -964702.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -964729.625000 Penalty: 4580.431152
	Iteration 53Q: 3 clusters Score -964729.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -964781.500000 Penalty: 4580.431152
	Iteration 54Q: 3 clusters Score -964781.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -964864.312500 Penalty: 4580.431152
	Iteration 55Q: 3 clusters Score -964864.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -964985.125000 Penalty: 4580.431152
	Iteration 56Q: 3 clusters Score -964985.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -965127.812500 Penalty: 4580.431152
	Iteration 57Q: 3 clusters Score -965127.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -965241.000000 Penalty: 4580.431152
	Iteration 58Q: 3 clusters Score -965241 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -965309.312500 Penalty: 4580.431152
	Iteration 59Q: 3 clusters Score -965309.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -965357.250000 Penalty: 4580.431152
	Iteration 60F: 3 clusters Score -965357.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -965383.437500 Penalty: 4580.431152
	Iteration 61Q: 3 clusters Score -965383.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -965402.062500 Penalty: 4580.431152
	Iteration 62Q: 3 clusters Score -965402.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -965416.312500 Penalty: 4580.431152
	Iteration 63Q: 3 clusters Score -965416.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -965425.937500 Penalty: 4580.431152
	Iteration 64Q: 3 clusters Score -965425.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -965434.062500 Penalty: 4580.431152
	Iteration 65Q: 3 clusters Score -965434.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -965437.562500 Penalty: 4580.431152
	Iteration 66Q: 3 clusters Score -965437.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -965441.250000 Penalty: 4580.431152
	Iteration 67Q: 3 clusters Score -965441.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -965444.750000 Penalty: 4580.431152
	Iteration 68Q: 3 clusters Score -965444.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -965449.125000 Penalty: 4580.431152
	Iteration 69Q: 3 clusters Score -965449.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -965451.125000 Penalty: 4580.431152
	Iteration 70Q: 3 clusters Score -965451.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -965454.562500 Penalty: 4580.431152
	Iteration 71Q: 3 clusters Score -965454.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -965455.625000 Penalty: 4580.431152
	Iteration 72Q: 3 clusters Score -965455.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -965457.937500 Penalty: 4580.431152
	Iteration 73Q: 3 clusters Score -965457.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -965459.500000 Penalty: 4580.431152
	Iteration 74Q: 3 clusters Score -965459.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -965459.687500 Penalty: 4580.431152
	Iteration 75Q: 3 clusters Score -965459.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -965460.062500 Penalty: 4580.431152
	Iteration 76Q: 3 clusters Score -965460.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -965461.250000 Penalty: 4580.431152
	Iteration 77Q: 3 clusters Score -965461.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -965461.375000 Penalty: 4580.431152
	Iteration 78Q: 3 clusters Score -965461.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -965461.062500 Penalty: 4580.431152
	Iteration 79Q: 3 clusters Score -965461.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -965462.125000 Penalty: 4580.431152
	Iteration 80F: 3 clusters Score -965462.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -965463.062500 Penalty: 4580.431152
	Iteration 81Q: 3 clusters Score -965463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -965465.875000 Penalty: 4580.431152
	Iteration 82Q: 3 clusters Score -965465.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -965465.250000 Penalty: 4580.431152
	Iteration 83Q: 3 clusters Score -965465.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -965464.625000 Penalty: 4580.431152
	Iteration 84Q: 3 clusters Score -965464.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -965465.500000 Penalty: 4580.431152
	Iteration 85Q: 3 clusters Score -965465.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -965468.750000 Penalty: 4580.431152
	Iteration 86Q: 3 clusters Score -965468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -965467.437500 Penalty: 4580.431152
	Iteration 87Q: 3 clusters Score -965467.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -965468.000000 Penalty: 4580.431152
	Iteration 88Q: 3 clusters Score -965468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -965468.000000 Penalty: 4580.431152
	Iteration 89F: 3 clusters Score -965468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Entering Unmasked Estep 
Score: -416495.312500 Penalty: 2101.571045
	Iteration 0F: 2 clusters Score -416495.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -412148.812500 Penalty: 4203.142090
	Iteration 0F: 3 clusters Score -412148.8 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -413314.843750 Penalty: 4203.142090
	Iteration 1F: 3 clusters Score -413314.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -413611.968750 Penalty: 4203.142090
	Iteration 2F: 3 clusters Score -413612 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -413835.093750 Penalty: 4203.142090
	Iteration 3F: 3 clusters Score -413835.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -414055.750000 Penalty: 4203.142090
	Iteration 4Q: 3 clusters Score -414055.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -414324.343750 Penalty: 4203.142090
	Iteration 5F: 3 clusters Score -414324.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -414590.281250 Penalty: 4203.142090
	Iteration 6F: 3 clusters Score -414590.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -414817.687500 Penalty: 4203.142090
	Iteration 7Q: 3 clusters Score -414817.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -414994.468750 Penalty: 4203.142090
	Iteration 8Q: 3 clusters Score -414994.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -415162.906250 Penalty: 4203.142090
	Iteration 9Q: 3 clusters Score -415162.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -415284.031250 Penalty: 4203.142090
	Iteration 10Q: 3 clusters Score -415284 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -415366.531250 Penalty: 4203.142090
	Iteration 11Q: 3 clusters Score -415366.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -415471.062500 Penalty: 4203.142090
	Iteration 12Q: 3 clusters Score -415471.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -415559.937500 Penalty: 4203.142090
	Iteration 13Q: 3 clusters Score -415559.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -415626.000000 Penalty: 4203.142090
	Iteration 14Q: 3 clusters Score -415626 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -415678.968750 Penalty: 4203.142090
	Iteration 15Q: 3 clusters Score -415679 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -415708.375000 Penalty: 4203.142090
	Iteration 16Q: 3 clusters Score -415708.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -415730.375000 Penalty: 4203.142090
	Iteration 17Q: 3 clusters Score -415730.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -415743.656250 Penalty: 4203.142090
	Iteration 18Q: 3 clusters Score -415743.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -415754.218750 Penalty: 4203.142090
	Iteration 19Q: 3 clusters Score -415754.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -415759.031250 Penalty: 4203.142090
	Iteration 20F: 3 clusters Score -415759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -415759.968750 Penalty: 4203.142090
	Iteration 21Q: 3 clusters Score -415760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -415762.093750 Penalty: 4203.142090
	Iteration 22Q: 3 clusters Score -415762.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -415763.625000 Penalty: 4203.142090
	Iteration 23Q: 3 clusters Score -415763.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -415765.218750 Penalty: 4203.142090
	Iteration 24Q: 3 clusters Score -415765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -415765.750000 Penalty: 4203.142090
	Iteration 25Q: 3 clusters Score -415765.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -415768.031250 Penalty: 4203.142090
	Iteration 26Q: 3 clusters Score -415768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -415769.593750 Penalty: 4203.142090
	Iteration 27Q: 3 clusters Score -415769.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -415770.968750 Penalty: 4203.142090
	Iteration 28Q: 3 clusters Score -415771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -415773.156250 Penalty: 4203.142090
	Iteration 29Q: 3 clusters Score -415773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -415775.968750 Penalty: 4203.142090
	Iteration 30Q: 3 clusters Score -415776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -415776.156250 Penalty: 4203.142090
	Iteration 31Q: 3 clusters Score -415776.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -415776.156250 Penalty: 4203.142090
	Iteration 32F: 3 clusters Score -415776.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Entering Unmasked Estep 
Score: -827561.625000 Penalty: 2257.096436
	Iteration 0F: 2 clusters Score -827561.6 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 4510 members 
Entering Unmasked Estep 
Score: -820620.812500 Penalty: 4514.192871
	Iteration 0F: 3 clusters Score -820620.8 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -822600.625000 Penalty: 4514.192871
	Iteration 1F: 3 clusters Score -822600.6 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -822954.750000 Penalty: 4514.192871
	Iteration 2F: 3 clusters Score -822954.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -823216.687500 Penalty: 4514.192871
	Iteration 3F: 3 clusters Score -823216.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -823429.125000 Penalty: 4514.192871
	Iteration 4Q: 3 clusters Score -823429.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -823633.875000 Penalty: 4514.192871
	Iteration 5Q: 3 clusters Score -823633.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -823830.125000 Penalty: 4514.192871
	Iteration 6Q: 3 clusters Score -823830.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -824053.562500 Penalty: 4514.192871
	Iteration 7Q: 3 clusters Score -824053.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -824298.562500 Penalty: 4514.192871
	Iteration 8Q: 3 clusters Score -824298.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -824554.812500 Penalty: 4514.192871
	Iteration 9Q: 3 clusters Score -824554.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -824801.250000 Penalty: 4514.192871
	Iteration 10Q: 3 clusters Score -824801.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -825022.312500 Penalty: 4514.192871
	Iteration 11Q: 3 clusters Score -825022.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -825248.687500 Penalty: 4514.192871
	Iteration 12Q: 3 clusters Score -825248.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -825462.187500 Penalty: 4514.192871
	Iteration 13Q: 3 clusters Score -825462.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -825627.750000 Penalty: 4514.192871
	Iteration 14Q: 3 clusters Score -825627.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -825739.875000 Penalty: 4514.192871
	Iteration 15Q: 3 clusters Score -825739.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -825845.437500 Penalty: 4514.192871
	Iteration 16Q: 3 clusters Score -825845.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -825938.312500 Penalty: 4514.192871
	Iteration 17Q: 3 clusters Score -825938.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -825984.062500 Penalty: 4514.192871
	Iteration 18Q: 3 clusters Score -825984.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -826007.250000 Penalty: 4514.192871
	Iteration 19Q: 3 clusters Score -826007.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -826027.187500 Penalty: 4514.192871
	Iteration 20F: 3 clusters Score -826027.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -826039.812500 Penalty: 4514.192871
	Iteration 21Q: 3 clusters Score -826039.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -826051.000000 Penalty: 4514.192871
	Iteration 22Q: 3 clusters Score -826051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -826064.625000 Penalty: 4514.192871
	Iteration 23Q: 3 clusters Score -826064.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -826074.687500 Penalty: 4514.192871
	Iteration 24Q: 3 clusters Score -826074.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -826089.625000 Penalty: 4514.192871
	Iteration 25Q: 3 clusters Score -826089.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -826102.187500 Penalty: 4514.192871
	Iteration 26Q: 3 clusters Score -826102.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -826111.500000 Penalty: 4514.192871
	Iteration 27Q: 3 clusters Score -826111.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -826119.062500 Penalty: 4514.192871
	Iteration 28Q: 3 clusters Score -826119.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -826124.375000 Penalty: 4514.192871
	Iteration 29Q: 3 clusters Score -826124.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -826127.000000 Penalty: 4514.192871
	Iteration 30Q: 3 clusters Score -826127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -826130.437500 Penalty: 4514.192871
	Iteration 31Q: 3 clusters Score -826130.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -826134.125000 Penalty: 4514.192871
	Iteration 32Q: 3 clusters Score -826134.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -826137.312500 Penalty: 4514.192871
	Iteration 33Q: 3 clusters Score -826137.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -826137.875000 Penalty: 4514.192871
	Iteration 34Q: 3 clusters Score -826137.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -826138.937500 Penalty: 4514.192871
	Iteration 35Q: 3 clusters Score -826138.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -826141.437500 Penalty: 4514.192871
	Iteration 36Q: 3 clusters Score -826141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -826140.250000 Penalty: 4514.192871
	Iteration 37Q: 3 clusters Score -826140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -826142.000000 Penalty: 4514.192871
	Iteration 38Q: 3 clusters Score -826142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -826144.750000 Penalty: 4514.192871
	Iteration 39Q: 3 clusters Score -826144.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -826143.750000 Penalty: 4514.192871
	Iteration 40F: 3 clusters Score -826143.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -826144.937500 Penalty: 4514.192871
	Iteration 41Q: 3 clusters Score -826144.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -826144.812500 Penalty: 4514.192871
	Iteration 42Q: 3 clusters Score -826144.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -826145.750000 Penalty: 4514.192871
	Iteration 43Q: 3 clusters Score -826145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -826144.750000 Penalty: 4514.192871
	Iteration 44Q: 3 clusters Score -826144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -826145.000000 Penalty: 4514.192871
	Iteration 45Q: 3 clusters Score -826145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -826147.625000 Penalty: 4514.192871
	Iteration 46Q: 3 clusters Score -826147.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -826145.625000 Penalty: 4514.192871
	Iteration 47Q: 3 clusters Score -826145.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -826145.625000 Penalty: 4514.192871
	Iteration 48F: 3 clusters Score -826145.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Entering Unmasked Estep 
Score: -2596948.000000 Penalty: 2529.081543
	Iteration 0F: 2 clusters Score -2596948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2578341.500000 Penalty: 5058.163086
	Iteration 0F: 3 clusters Score -2578342 nChanged 12152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2584781.500000 Penalty: 5058.163086
	Iteration 1F: 3 clusters Score -2584782 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2585180.500000 Penalty: 5058.163086
	Iteration 2Q: 3 clusters Score -2585180 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2585486.000000 Penalty: 5058.163086
	Iteration 3Q: 3 clusters Score -2585486 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2585726.500000 Penalty: 5058.163086
	Iteration 4Q: 3 clusters Score -2585726 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2585961.000000 Penalty: 5058.163086
	Iteration 5Q: 3 clusters Score -2585961 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2586159.000000 Penalty: 5058.163086
	Iteration 6Q: 3 clusters Score -2586159 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2586358.250000 Penalty: 5058.163086
	Iteration 7Q: 3 clusters Score -2586358 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2586600.500000 Penalty: 5058.163086
	Iteration 8Q: 3 clusters Score -2586600 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2586882.000000 Penalty: 5058.163086
	Iteration 9Q: 3 clusters Score -2586882 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2587255.250000 Penalty: 5058.163086
	Iteration 10Q: 3 clusters Score -2587255 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2587732.000000 Penalty: 5058.163086
	Iteration 11Q: 3 clusters Score -2587732 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2588307.000000 Penalty: 5058.163086
	Iteration 12Q: 3 clusters Score -2588307 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2589029.750000 Penalty: 5058.163086
	Iteration 13Q: 3 clusters Score -2589030 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2589760.750000 Penalty: 5058.163086
	Iteration 14Q: 3 clusters Score -2589761 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2590546.500000 Penalty: 5058.163086
	Iteration 15Q: 3 clusters Score -2590546 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2591176.000000 Penalty: 5058.163086
	Iteration 16Q: 3 clusters Score -2591176 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2591635.750000 Penalty: 5058.163086
	Iteration 17Q: 3 clusters Score -2591636 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2591994.250000 Penalty: 5058.163086
	Iteration 18Q: 3 clusters Score -2591994 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2592280.250000 Penalty: 5058.163086
	Iteration 19Q: 3 clusters Score -2592280 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2592522.750000 Penalty: 5058.163086
	Iteration 20F: 3 clusters Score -2592523 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2592712.750000 Penalty: 5058.163086
	Iteration 21Q: 3 clusters Score -2592713 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2592892.500000 Penalty: 5058.163086
	Iteration 22Q: 3 clusters Score -2592892 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2593073.250000 Penalty: 5058.163086
	Iteration 23Q: 3 clusters Score -2593073 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2593274.000000 Penalty: 5058.163086
	Iteration 24Q: 3 clusters Score -2593274 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2593504.000000 Penalty: 5058.163086
	Iteration 25Q: 3 clusters Score -2593504 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -2593859.250000 Penalty: 5058.163086
	Iteration 26Q: 3 clusters Score -2593859 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2594183.250000 Penalty: 5058.163086
	Iteration 27Q: 3 clusters Score -2594183 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2594412.500000 Penalty: 5058.163086
	Iteration 28Q: 3 clusters Score -2594412 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -2594542.250000 Penalty: 5058.163086
	Iteration 29Q: 3 clusters Score -2594542 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -2594622.750000 Penalty: 5058.163086
	Iteration 30Q: 3 clusters Score -2594623 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2594650.750000 Penalty: 5058.163086
	Iteration 31Q: 3 clusters Score -2594651 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2594667.250000 Penalty: 5058.163086
	Iteration 32Q: 3 clusters Score -2594667 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2594686.000000 Penalty: 5058.163086
	Iteration 33Q: 3 clusters Score -2594686 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2594686.500000 Penalty: 5058.163086
	Iteration 34Q: 3 clusters Score -2594686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2594697.000000 Penalty: 5058.163086
	Iteration 35Q: 3 clusters Score -2594697 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2594697.000000 Penalty: 5058.163086
	Iteration 36Q: 3 clusters Score -2594697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2594696.000000 Penalty: 5058.163086
	Iteration 37Q: 3 clusters Score -2594696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2594701.750000 Penalty: 5058.163086
	Iteration 38Q: 3 clusters Score -2594702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2594702.500000 Penalty: 5058.163086
	Iteration 39Q: 3 clusters Score -2594702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2594700.000000 Penalty: 5058.163086
	Iteration 40F: 3 clusters Score -2594700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2594704.000000 Penalty: 5058.163086
	Iteration 41Q: 3 clusters Score -2594704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2594705.500000 Penalty: 5058.163086
	Iteration 42Q: 3 clusters Score -2594706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -2594704.500000 Penalty: 5058.163086
	Iteration 43Q: 3 clusters Score -2594704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2594700.750000 Penalty: 5058.163086
	Iteration 44Q: 3 clusters Score -2594701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2594700.500000 Penalty: 5058.163086
	Iteration 45Q: 3 clusters Score -2594700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2594700.750000 Penalty: 5058.163086
	Iteration 46Q: 3 clusters Score -2594701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2594700.000000 Penalty: 5058.163086
	Iteration 47Q: 3 clusters Score -2594700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2594698.500000 Penalty: 5058.163086
	Iteration 48Q: 3 clusters Score -2594698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2594700.500000 Penalty: 5058.163086
	Iteration 49Q: 3 clusters Score -2594700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -2594699.500000 Penalty: 5058.163086
	Iteration 50Q: 3 clusters Score -2594700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2594695.000000 Penalty: 5058.163086
	Iteration 51Q: 3 clusters Score -2594695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2594698.750000 Penalty: 5058.163086
	Iteration 52Q: 3 clusters Score -2594699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2594698.750000 Penalty: 5058.163086
	Iteration 53F: 3 clusters Score -2594699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (309056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309056 members 
Entering Unmasked Estep 
Score: -30258778.000000 Penalty: 3135.036865
	Iteration 0F: 2 clusters Score -3.025878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154599 members 
Mstep: Class 2 contains 154457 members 
Entering Unmasked Estep 
Score: -30061502.000000 Penalty: 6270.073730
	Iteration 0F: 3 clusters Score -3.00615e+07 nChanged 150208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155817 members 
Mstep: Class 2 contains 153239 members 
Entering Unmasked Estep 
Score: -30149710.000000 Penalty: 6270.073730
	Iteration 1F: 3 clusters Score -3.014971e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156980 members 
Mstep: Class 2 contains 152076 members 
Entering Unmasked Estep 
Score: -30150814.000000 Penalty: 6270.073730
	Iteration 2Q: 3 clusters Score -3.015081e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158667 members 
Mstep: Class 2 contains 150389 members 
Entering Unmasked Estep 
Score: -30151978.000000 Penalty: 6270.073730
	Iteration 3Q: 3 clusters Score -3.015198e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161108 members 
Mstep: Class 2 contains 147948 members 
Entering Unmasked Estep 
Score: -30153166.000000 Penalty: 6270.073730
	Iteration 4Q: 3 clusters Score -3.015317e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164718 members 
Mstep: Class 2 contains 144338 members 
Entering Unmasked Estep 
Score: -30154986.000000 Penalty: 6270.073730
	Iteration 5Q: 3 clusters Score -3.015499e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170154 members 
Mstep: Class 2 contains 138902 members 
Entering Unmasked Estep 
Score: -30157360.000000 Penalty: 6270.073730
	Iteration 6Q: 3 clusters Score -3.015736e+07 nChanged 11112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178148 members 
Mstep: Class 2 contains 130908 members 
Entering Unmasked Estep 
Score: -30161118.000000 Penalty: 6270.073730
	Iteration 7Q: 3 clusters Score -3.016112e+07 nChanged 14006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189876 members 
Mstep: Class 2 contains 119180 members 
Entering Unmasked Estep 
Score: -30167522.000000 Penalty: 6270.073730
	Iteration 8Q: 3 clusters Score -3.016752e+07 nChanged 17785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206001 members 
Mstep: Class 2 contains 103055 members 
Entering Unmasked Estep 
Score: -30177528.000000 Penalty: 6270.073730
	Iteration 9F: 3 clusters Score -3.017753e+07 nChanged 20999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225810 members 
Mstep: Class 2 contains 83246 members 
Entering Unmasked Estep 
Score: -30191716.000000 Penalty: 6270.073730
	Iteration 10F: 3 clusters Score -3.019172e+07 nChanged 21633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246521 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -30208274.000000 Penalty: 6270.073730
	Iteration 11F: 3 clusters Score -3.020827e+07 nChanged 18745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264600 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -30222996.000000 Penalty: 6270.073730
	Iteration 12F: 3 clusters Score -3.0223e+07 nChanged 13821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278005 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -30233632.000000 Penalty: 6270.073730
	Iteration 13Q: 3 clusters Score -3.023363e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287561 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -30241090.000000 Penalty: 6270.073730
	Iteration 14Q: 3 clusters Score -3.024109e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294061 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -30245896.000000 Penalty: 6270.073730
	Iteration 15Q: 3 clusters Score -3.02459e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298698 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -30249612.000000 Penalty: 6270.073730
	Iteration 16Q: 3 clusters Score -3.024961e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301892 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -30251708.000000 Penalty: 6270.073730
	Iteration 17Q: 3 clusters Score -3.025171e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304031 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -30253108.000000 Penalty: 6270.073730
	Iteration 18Q: 3 clusters Score -3.025311e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305430 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -30254064.000000 Penalty: 6270.073730
	Iteration 19Q: 3 clusters Score -3.025406e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306314 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -30254782.000000 Penalty: 6270.073730
	Iteration 20F: 3 clusters Score -3.025478e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306863 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -30255138.000000 Penalty: 6270.073730
	Iteration 21Q: 3 clusters Score -3.025514e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307218 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -30255432.000000 Penalty: 6270.073730
	Iteration 22Q: 3 clusters Score -3.025543e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307453 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -30255546.000000 Penalty: 6270.073730
	Iteration 23Q: 3 clusters Score -3.025555e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307604 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -30255632.000000 Penalty: 6270.073730
	Iteration 24Q: 3 clusters Score -3.025563e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307725 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -30255726.000000 Penalty: 6270.073730
	Iteration 25Q: 3 clusters Score -3.025573e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307813 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -30255822.000000 Penalty: 6270.073730
	Iteration 26Q: 3 clusters Score -3.025582e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307888 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -30255860.000000 Penalty: 6270.073730
	Iteration 27Q: 3 clusters Score -3.025586e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307949 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -30255894.000000 Penalty: 6270.073730
	Iteration 28Q: 3 clusters Score -3.025589e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307993 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -30255914.000000 Penalty: 6270.073730
	Iteration 29Q: 3 clusters Score -3.025591e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308024 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -30255942.000000 Penalty: 6270.073730
	Iteration 30Q: 3 clusters Score -3.025594e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308046 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -30255958.000000 Penalty: 6270.073730
	Iteration 31Q: 3 clusters Score -3.025596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308069 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -30255986.000000 Penalty: 6270.073730
	Iteration 32Q: 3 clusters Score -3.025599e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308096 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -30256004.000000 Penalty: 6270.073730
	Iteration 33Q: 3 clusters Score -3.0256e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308120 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -30256026.000000 Penalty: 6270.073730
	Iteration 34Q: 3 clusters Score -3.025603e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308137 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -30256056.000000 Penalty: 6270.073730
	Iteration 35Q: 3 clusters Score -3.025606e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308155 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -30256072.000000 Penalty: 6270.073730
	Iteration 36Q: 3 clusters Score -3.025607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308170 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -30256042.000000 Penalty: 6270.073730
	Iteration 37Q: 3 clusters Score -3.025604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308181 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -30256072.000000 Penalty: 6270.073730
	Iteration 38Q: 3 clusters Score -3.025607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308186 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -30256070.000000 Penalty: 6270.073730
	Iteration 39Q: 3 clusters Score -3.025607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308189 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -30256050.000000 Penalty: 6270.073730
	Iteration 40F: 3 clusters Score -3.025605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308193 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -30256066.000000 Penalty: 6270.073730
	Iteration 41Q: 3 clusters Score -3.025607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308194 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -30256068.000000 Penalty: 6270.073730
	Iteration 42Q: 3 clusters Score -3.025607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308196 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -30256064.000000 Penalty: 6270.073730
	Iteration 43Q: 3 clusters Score -3.025606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308200 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -30256068.000000 Penalty: 6270.073730
	Iteration 44Q: 3 clusters Score -3.025607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308204 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -30256074.000000 Penalty: 6270.073730
	Iteration 45Q: 3 clusters Score -3.025607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308207 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -30256072.000000 Penalty: 6270.073730
	Iteration 46Q: 3 clusters Score -3.025607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308209 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -30256064.000000 Penalty: 6270.073730
	Iteration 47Q: 3 clusters Score -3.025606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308210 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -30256072.000000 Penalty: 6270.073730
	Iteration 48Q: 3 clusters Score -3.025607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308215 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -30256086.000000 Penalty: 6270.073730
	Iteration 49Q: 3 clusters Score -3.025609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308218 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -30256094.000000 Penalty: 6270.073730
	Iteration 50Q: 3 clusters Score -3.025609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308221 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -30256086.000000 Penalty: 6270.073730
	Iteration 51Q: 3 clusters Score -3.025609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308223 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -30256096.000000 Penalty: 6270.073730
	Iteration 52Q: 3 clusters Score -3.02561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308224 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -30256094.000000 Penalty: 6270.073730
	Iteration 53Q: 3 clusters Score -3.025609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308227 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -30256088.000000 Penalty: 6270.073730
	Iteration 54Q: 3 clusters Score -3.025609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308227 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -30256088.000000 Penalty: 6270.073730
	Iteration 55F: 3 clusters Score -3.025609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Entering Unmasked Estep 
Score: -483561.656250 Penalty: 2123.559570
	Iteration 0F: 2 clusters Score -483561.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -478862.093750 Penalty: 4247.119141
	Iteration 0F: 3 clusters Score -478862.1 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -479992.593750 Penalty: 4247.119141
	Iteration 1F: 3 clusters Score -479992.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -480167.218750 Penalty: 4247.119141
	Iteration 2F: 3 clusters Score -480167.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -480261.125000 Penalty: 4247.119141
	Iteration 3Q: 3 clusters Score -480261.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -480331.031250 Penalty: 4247.119141
	Iteration 4Q: 3 clusters Score -480331 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -480390.312500 Penalty: 4247.119141
	Iteration 5Q: 3 clusters Score -480390.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -480446.062500 Penalty: 4247.119141
	Iteration 6Q: 3 clusters Score -480446.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -480503.781250 Penalty: 4247.119141
	Iteration 7Q: 3 clusters Score -480503.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -480558.531250 Penalty: 4247.119141
	Iteration 8Q: 3 clusters Score -480558.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -480621.656250 Penalty: 4247.119141
	Iteration 9Q: 3 clusters Score -480621.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -480679.531250 Penalty: 4247.119141
	Iteration 10Q: 3 clusters Score -480679.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -480741.156250 Penalty: 4247.119141
	Iteration 11Q: 3 clusters Score -480741.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -480811.406250 Penalty: 4247.119141
	Iteration 12Q: 3 clusters Score -480811.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -480885.750000 Penalty: 4247.119141
	Iteration 13Q: 3 clusters Score -480885.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -480969.062500 Penalty: 4247.119141
	Iteration 14Q: 3 clusters Score -480969.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -481056.593750 Penalty: 4247.119141
	Iteration 15Q: 3 clusters Score -481056.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -481150.437500 Penalty: 4247.119141
	Iteration 16Q: 3 clusters Score -481150.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -481227.187500 Penalty: 4247.119141
	Iteration 17Q: 3 clusters Score -481227.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -481297.687500 Penalty: 4247.119141
	Iteration 18Q: 3 clusters Score -481297.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -481377.343750 Penalty: 4247.119141
	Iteration 19Q: 3 clusters Score -481377.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -481449.406250 Penalty: 4247.119141
	Iteration 20F: 3 clusters Score -481449.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -481503.093750 Penalty: 4247.119141
	Iteration 21Q: 3 clusters Score -481503.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -481550.343750 Penalty: 4247.119141
	Iteration 22Q: 3 clusters Score -481550.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -481593.312500 Penalty: 4247.119141
	Iteration 23Q: 3 clusters Score -481593.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -481645.593750 Penalty: 4247.119141
	Iteration 24Q: 3 clusters Score -481645.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -481682.281250 Penalty: 4247.119141
	Iteration 25Q: 3 clusters Score -481682.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -481717.187500 Penalty: 4247.119141
	Iteration 26Q: 3 clusters Score -481717.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -481745.750000 Penalty: 4247.119141
	Iteration 27Q: 3 clusters Score -481745.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -481767.312500 Penalty: 4247.119141
	Iteration 28Q: 3 clusters Score -481767.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -481782.875000 Penalty: 4247.119141
	Iteration 29Q: 3 clusters Score -481782.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -481798.218750 Penalty: 4247.119141
	Iteration 30Q: 3 clusters Score -481798.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -481806.906250 Penalty: 4247.119141
	Iteration 31Q: 3 clusters Score -481806.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -481815.593750 Penalty: 4247.119141
	Iteration 32Q: 3 clusters Score -481815.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -481822.250000 Penalty: 4247.119141
	Iteration 33Q: 3 clusters Score -481822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -481826.656250 Penalty: 4247.119141
	Iteration 34Q: 3 clusters Score -481826.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -481831.906250 Penalty: 4247.119141
	Iteration 35Q: 3 clusters Score -481831.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -481835.687500 Penalty: 4247.119141
	Iteration 36Q: 3 clusters Score -481835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -481838.343750 Penalty: 4247.119141
	Iteration 37Q: 3 clusters Score -481838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -481839.125000 Penalty: 4247.119141
	Iteration 38Q: 3 clusters Score -481839.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -481848.875000 Penalty: 4247.119141
	Iteration 39F: 3 clusters Score -481848.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -481920.750000 Penalty: 4247.119141
	Iteration 40F: 3 clusters Score -481920.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -481945.781250 Penalty: 4247.119141
	Iteration 41Q: 3 clusters Score -481945.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -481953.062500 Penalty: 4247.119141
	Iteration 42Q: 3 clusters Score -481953.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -481958.937500 Penalty: 4247.119141
	Iteration 43Q: 3 clusters Score -481958.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -481964.906250 Penalty: 4247.119141
	Iteration 44Q: 3 clusters Score -481964.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -481969.593750 Penalty: 4247.119141
	Iteration 45Q: 3 clusters Score -481969.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -481976.125000 Penalty: 4247.119141
	Iteration 46Q: 3 clusters Score -481976.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -481983.281250 Penalty: 4247.119141
	Iteration 47Q: 3 clusters Score -481983.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -481988.750000 Penalty: 4247.119141
	Iteration 48Q: 3 clusters Score -481988.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -481992.406250 Penalty: 4247.119141
	Iteration 49Q: 3 clusters Score -481992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -481995.656250 Penalty: 4247.119141
	Iteration 50Q: 3 clusters Score -481995.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -481998.843750 Penalty: 4247.119141
	Iteration 51Q: 3 clusters Score -481998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -481999.593750 Penalty: 4247.119141
	Iteration 52Q: 3 clusters Score -481999.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -482000.812500 Penalty: 4247.119141
	Iteration 53Q: 3 clusters Score -482000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -482001.250000 Penalty: 4247.119141
	Iteration 54Q: 3 clusters Score -482001.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -482003.468750 Penalty: 4247.119141
	Iteration 55Q: 3 clusters Score -482003.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -482004.531250 Penalty: 4247.119141
	Iteration 56Q: 3 clusters Score -482004.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -482004.531250 Penalty: 4247.119141
	Iteration 57F: 3 clusters Score -482004.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Entering Unmasked Estep 
Score: -2204802.500000 Penalty: 2507.333740
	Iteration 0F: 2 clusters Score -2204802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2187641.250000 Penalty: 5014.667480
	Iteration 0F: 3 clusters Score -2187641 nChanged 11030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2193556.250000 Penalty: 5014.667480
	Iteration 1F: 3 clusters Score -2193556 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2194034.000000 Penalty: 5014.667480
	Iteration 2F: 3 clusters Score -2194034 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2194491.250000 Penalty: 5014.667480
	Iteration 3Q: 3 clusters Score -2194491 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2194952.250000 Penalty: 5014.667480
	Iteration 4Q: 3 clusters Score -2194952 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2195499.250000 Penalty: 5014.667480
	Iteration 5Q: 3 clusters Score -2195499 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2196167.250000 Penalty: 5014.667480
	Iteration 6F: 3 clusters Score -2196167 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2196952.500000 Penalty: 5014.667480
	Iteration 7F: 3 clusters Score -2196952 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2197798.000000 Penalty: 5014.667480
	Iteration 8F: 3 clusters Score -2197798 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2198641.750000 Penalty: 5014.667480
	Iteration 9F: 3 clusters Score -2198642 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2199407.000000 Penalty: 5014.667480
	Iteration 10Q: 3 clusters Score -2199407 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2200014.250000 Penalty: 5014.667480
	Iteration 11Q: 3 clusters Score -2200014 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2200478.000000 Penalty: 5014.667480
	Iteration 12Q: 3 clusters Score -2200478 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2200837.000000 Penalty: 5014.667480
	Iteration 13Q: 3 clusters Score -2200837 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2201116.500000 Penalty: 5014.667480
	Iteration 14Q: 3 clusters Score -2201116 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2201397.000000 Penalty: 5014.667480
	Iteration 15Q: 3 clusters Score -2201397 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2201584.250000 Penalty: 5014.667480
	Iteration 16Q: 3 clusters Score -2201584 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2201753.000000 Penalty: 5014.667480
	Iteration 17Q: 3 clusters Score -2201753 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2201915.750000 Penalty: 5014.667480
	Iteration 18Q: 3 clusters Score -2201916 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2202054.500000 Penalty: 5014.667480
	Iteration 19Q: 3 clusters Score -2202054 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2202218.250000 Penalty: 5014.667480
	Iteration 20F: 3 clusters Score -2202218 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2202339.250000 Penalty: 5014.667480
	Iteration 21Q: 3 clusters Score -2202339 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2202476.500000 Penalty: 5014.667480
	Iteration 22Q: 3 clusters Score -2202476 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2202571.750000 Penalty: 5014.667480
	Iteration 23Q: 3 clusters Score -2202572 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2202676.250000 Penalty: 5014.667480
	Iteration 24Q: 3 clusters Score -2202676 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2202779.500000 Penalty: 5014.667480
	Iteration 25Q: 3 clusters Score -2202780 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2202864.500000 Penalty: 5014.667480
	Iteration 26Q: 3 clusters Score -2202864 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2202926.750000 Penalty: 5014.667480
	Iteration 27Q: 3 clusters Score -2202927 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2202975.750000 Penalty: 5014.667480
	Iteration 28Q: 3 clusters Score -2202976 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2203019.500000 Penalty: 5014.667480
	Iteration 29Q: 3 clusters Score -2203020 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2203059.500000 Penalty: 5014.667480
	Iteration 30Q: 3 clusters Score -2203060 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2203105.750000 Penalty: 5014.667480
	Iteration 31Q: 3 clusters Score -2203106 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2203160.500000 Penalty: 5014.667480
	Iteration 32Q: 3 clusters Score -2203160 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2203217.250000 Penalty: 5014.667480
	Iteration 33Q: 3 clusters Score -2203217 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2203316.750000 Penalty: 5014.667480
	Iteration 34Q: 3 clusters Score -2203317 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2203512.750000 Penalty: 5014.667480
	Iteration 35Q: 3 clusters Score -2203513 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2203775.500000 Penalty: 5014.667480
	Iteration 36Q: 3 clusters Score -2203776 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2203918.250000 Penalty: 5014.667480
	Iteration 37Q: 3 clusters Score -2203918 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2203981.500000 Penalty: 5014.667480
	Iteration 38Q: 3 clusters Score -2203982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2204008.500000 Penalty: 5014.667480
	Iteration 39Q: 3 clusters Score -2204008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2204019.000000 Penalty: 5014.667480
	Iteration 40F: 3 clusters Score -2204019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2204019.000000 Penalty: 5014.667480
	Iteration 41Q: 3 clusters Score -2204019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2204022.250000 Penalty: 5014.667480
	Iteration 42Q: 3 clusters Score -2204022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2204026.250000 Penalty: 5014.667480
	Iteration 43Q: 3 clusters Score -2204026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2204026.250000 Penalty: 5014.667480
	Iteration 44Q: 3 clusters Score -2204026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2204026.000000 Penalty: 5014.667480
	Iteration 45Q: 3 clusters Score -2204026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2204026.000000 Penalty: 5014.667480
	Iteration 46F: 3 clusters Score -2204026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (223527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223527 members 
Entering Unmasked Estep 
Score: -21980354.000000 Penalty: 3054.687256
	Iteration 0F: 2 clusters Score -2.198035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111785 members 
Mstep: Class 2 contains 111742 members 
Entering Unmasked Estep 
Score: -21831920.000000 Penalty: 6109.374512
	Iteration 0F: 3 clusters Score -2.183192e+07 nChanged 107865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111998 members 
Mstep: Class 2 contains 111529 members 
Entering Unmasked Estep 
Score: -21895228.000000 Penalty: 6109.374512
	Iteration 1F: 3 clusters Score -2.189523e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111849 members 
Mstep: Class 2 contains 111678 members 
Entering Unmasked Estep 
Score: -21896398.000000 Penalty: 6109.374512
	Iteration 2Q: 3 clusters Score -2.18964e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111469 members 
Mstep: Class 2 contains 112058 members 
Entering Unmasked Estep 
Score: -21897886.000000 Penalty: 6109.374512
	Iteration 3Q: 3 clusters Score -2.189789e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110520 members 
Mstep: Class 2 contains 113007 members 
Entering Unmasked Estep 
Score: -21899926.000000 Penalty: 6109.374512
	Iteration 4Q: 3 clusters Score -2.189993e+07 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108860 members 
Mstep: Class 2 contains 114667 members 
Entering Unmasked Estep 
Score: -21903228.000000 Penalty: 6109.374512
	Iteration 5Q: 3 clusters Score -2.190323e+07 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106318 members 
Mstep: Class 2 contains 117209 members 
Entering Unmasked Estep 
Score: -21907170.000000 Penalty: 6109.374512
	Iteration 6Q: 3 clusters Score -2.190717e+07 nChanged 11620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102660 members 
Mstep: Class 2 contains 120867 members 
Entering Unmasked Estep 
Score: -21912212.000000 Penalty: 6109.374512
	Iteration 7F: 3 clusters Score -2.191221e+07 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98076 members 
Mstep: Class 2 contains 125451 members 
Entering Unmasked Estep 
Score: -21917660.000000 Penalty: 6109.374512
	Iteration 8F: 3 clusters Score -2.191766e+07 nChanged 12225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92293 members 
Mstep: Class 2 contains 131234 members 
Entering Unmasked Estep 
Score: -21922964.000000 Penalty: 6109.374512
	Iteration 9F: 3 clusters Score -2.192296e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85624 members 
Mstep: Class 2 contains 137903 members 
Entering Unmasked Estep 
Score: -21927824.000000 Penalty: 6109.374512
	Iteration 10F: 3 clusters Score -2.192782e+07 nChanged 10512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78048 members 
Mstep: Class 2 contains 145479 members 
Entering Unmasked Estep 
Score: -21932102.000000 Penalty: 6109.374512
	Iteration 11Q: 3 clusters Score -2.19321e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 153602 members 
Entering Unmasked Estep 
Score: -21936118.000000 Penalty: 6109.374512
	Iteration 12Q: 3 clusters Score -2.193612e+07 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 162238 members 
Entering Unmasked Estep 
Score: -21940016.000000 Penalty: 6109.374512
	Iteration 13Q: 3 clusters Score -2.194002e+07 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 171313 members 
Entering Unmasked Estep 
Score: -21944228.000000 Penalty: 6109.374512
	Iteration 14Q: 3 clusters Score -2.194423e+07 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 180856 members 
Entering Unmasked Estep 
Score: -21949114.000000 Penalty: 6109.374512
	Iteration 15Q: 3 clusters Score -2.194911e+07 nChanged 9500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 190354 members 
Entering Unmasked Estep 
Score: -21954394.000000 Penalty: 6109.374512
	Iteration 16Q: 3 clusters Score -2.195439e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 199315 members 
Entering Unmasked Estep 
Score: -21960006.000000 Penalty: 6109.374512
	Iteration 17Q: 3 clusters Score -2.196001e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 207271 members 
Entering Unmasked Estep 
Score: -21965456.000000 Penalty: 6109.374512
	Iteration 18Q: 3 clusters Score -2.196546e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 213605 members 
Entering Unmasked Estep 
Score: -21970166.000000 Penalty: 6109.374512
	Iteration 19Q: 3 clusters Score -2.197017e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 217950 members 
Entering Unmasked Estep 
Score: -21973684.000000 Penalty: 6109.374512
	Iteration 20F: 3 clusters Score -2.197368e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 220537 members 
Entering Unmasked Estep 
Score: -21975814.000000 Penalty: 6109.374512
	Iteration 21Q: 3 clusters Score -2.197581e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 221818 members 
Entering Unmasked Estep 
Score: -21976868.000000 Penalty: 6109.374512
	Iteration 22Q: 3 clusters Score -2.197687e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 222344 members 
Entering Unmasked Estep 
Score: -21977354.000000 Penalty: 6109.374512
	Iteration 23Q: 3 clusters Score -2.197735e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 222595 members 
Entering Unmasked Estep 
Score: -21977618.000000 Penalty: 6109.374512
	Iteration 24Q: 3 clusters Score -2.197762e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 222702 members 
Entering Unmasked Estep 
Score: -21977770.000000 Penalty: 6109.374512
	Iteration 25Q: 3 clusters Score -2.197777e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 222737 members 
Entering Unmasked Estep 
Score: -21977886.000000 Penalty: 6109.374512
	Iteration 26Q: 3 clusters Score -2.197789e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 222750 members 
Entering Unmasked Estep 
Score: -21977924.000000 Penalty: 6109.374512
	Iteration 27Q: 3 clusters Score -2.197792e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 222764 members 
Entering Unmasked Estep 
Score: -21977960.000000 Penalty: 6109.374512
	Iteration 28Q: 3 clusters Score -2.197796e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 222776 members 
Entering Unmasked Estep 
Score: -21977986.000000 Penalty: 6109.374512
	Iteration 29Q: 3 clusters Score -2.197799e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 222783 members 
Entering Unmasked Estep 
Score: -21977986.000000 Penalty: 6109.374512
	Iteration 30Q: 3 clusters Score -2.197799e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 222792 members 
Entering Unmasked Estep 
Score: -21978012.000000 Penalty: 6109.374512
	Iteration 31Q: 3 clusters Score -2.197801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 222795 members 
Entering Unmasked Estep 
Score: -21978018.000000 Penalty: 6109.374512
	Iteration 32Q: 3 clusters Score -2.197802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 222794 members 
Entering Unmasked Estep 
Score: -21978028.000000 Penalty: 6109.374512
	Iteration 33Q: 3 clusters Score -2.197803e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 222806 members 
Entering Unmasked Estep 
Score: -21978038.000000 Penalty: 6109.374512
	Iteration 34Q: 3 clusters Score -2.197804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 222814 members 
Entering Unmasked Estep 
Score: -21978050.000000 Penalty: 6109.374512
	Iteration 35Q: 3 clusters Score -2.197805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 222819 members 
Entering Unmasked Estep 
Score: -21978050.000000 Penalty: 6109.374512
	Iteration 36Q: 3 clusters Score -2.197805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 222822 members 
Entering Unmasked Estep 
Score: -21978054.000000 Penalty: 6109.374512
	Iteration 37Q: 3 clusters Score -2.197805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 222824 members 
Entering Unmasked Estep 
Score: -21978050.000000 Penalty: 6109.374512
	Iteration 38Q: 3 clusters Score -2.197805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 222826 members 
Entering Unmasked Estep 
Score: -21978068.000000 Penalty: 6109.374512
	Iteration 39Q: 3 clusters Score -2.197807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 222833 members 
Entering Unmasked Estep 
Score: -21978070.000000 Penalty: 6109.374512
	Iteration 40F: 3 clusters Score -2.197807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 222833 members 
Entering Unmasked Estep 
Score: -21978070.000000 Penalty: 6109.374512
	Iteration 41Q: 3 clusters Score -2.197807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 222833 members 
Entering Unmasked Estep 
Score: -21978098.000000 Penalty: 6109.374512
	Iteration 42Q: 3 clusters Score -2.19781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 222832 members 
Entering Unmasked Estep 
Score: -21978102.000000 Penalty: 6109.374512
	Iteration 43Q: 3 clusters Score -2.19781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 222833 members 
Entering Unmasked Estep 
Score: -21978094.000000 Penalty: 6109.374512
	Iteration 44Q: 3 clusters Score -2.197809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 222835 members 
Entering Unmasked Estep 
Score: -21978114.000000 Penalty: 6109.374512
	Iteration 45Q: 3 clusters Score -2.197811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 222837 members 
Entering Unmasked Estep 
Score: -21978112.000000 Penalty: 6109.374512
	Iteration 46Q: 3 clusters Score -2.197811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 222841 members 
Entering Unmasked Estep 
Score: -21978130.000000 Penalty: 6109.374512
	Iteration 47Q: 3 clusters Score -2.197813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 222839 members 
Entering Unmasked Estep 
Score: -21978142.000000 Penalty: 6109.374512
	Iteration 48Q: 3 clusters Score -2.197814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 222842 members 
Entering Unmasked Estep 
Score: -21978146.000000 Penalty: 6109.374512
	Iteration 49Q: 3 clusters Score -2.197815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 222840 members 
Entering Unmasked Estep 
Score: -21978148.000000 Penalty: 6109.374512
	Iteration 50Q: 3 clusters Score -2.197815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 222839 members 
Entering Unmasked Estep 
Score: -21978164.000000 Penalty: 6109.374512
	Iteration 51Q: 3 clusters Score -2.197816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 222840 members 
Entering Unmasked Estep 
Score: -21978164.000000 Penalty: 6109.374512
	Iteration 52Q: 3 clusters Score -2.197816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 222840 members 
Entering Unmasked Estep 
Score: -21978180.000000 Penalty: 6109.374512
	Iteration 53Q: 3 clusters Score -2.197818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 222841 members 
Entering Unmasked Estep 
Score: -21978172.000000 Penalty: 6109.374512
	Iteration 54Q: 3 clusters Score -2.197817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 222841 members 
Entering Unmasked Estep 
Score: -21978170.000000 Penalty: 6109.374512
	Iteration 55Q: 3 clusters Score -2.197817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 222842 members 
Entering Unmasked Estep 
Score: -21978182.000000 Penalty: 6109.374512
	Iteration 56Q: 3 clusters Score -2.197818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 222841 members 
Entering Unmasked Estep 
Score: -21978188.000000 Penalty: 6109.374512
	Iteration 57Q: 3 clusters Score -2.197819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 222841 members 
Entering Unmasked Estep 
Score: -21978188.000000 Penalty: 6109.374512
	Iteration 58F: 3 clusters Score -2.197819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Entering Unmasked Estep 
Score: -1022976.937500 Penalty: 2293.126709
	Iteration 0F: 2 clusters Score -1022977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1015063.937500 Penalty: 4586.253418
	Iteration 0F: 3 clusters Score -1015064 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1017287.312500 Penalty: 4586.253418
	Iteration 1F: 3 clusters Score -1017287 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1017527.000000 Penalty: 4586.253418
	Iteration 2F: 3 clusters Score -1017527 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1017680.750000 Penalty: 4586.253418
	Iteration 3Q: 3 clusters Score -1017681 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1017792.375000 Penalty: 4586.253418
	Iteration 4Q: 3 clusters Score -1017792 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1017878.312500 Penalty: 4586.253418
	Iteration 5Q: 3 clusters Score -1017878 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1017948.187500 Penalty: 4586.253418
	Iteration 6Q: 3 clusters Score -1017948 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1018008.750000 Penalty: 4586.253418
	Iteration 7Q: 3 clusters Score -1018009 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1018057.125000 Penalty: 4586.253418
	Iteration 8Q: 3 clusters Score -1018057 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1018103.937500 Penalty: 4586.253418
	Iteration 9Q: 3 clusters Score -1018104 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1018154.250000 Penalty: 4586.253418
	Iteration 10Q: 3 clusters Score -1018154 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1018199.187500 Penalty: 4586.253418
	Iteration 11Q: 3 clusters Score -1018199 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1018260.500000 Penalty: 4586.253418
	Iteration 12Q: 3 clusters Score -1018260 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1018317.687500 Penalty: 4586.253418
	Iteration 13Q: 3 clusters Score -1018318 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1018374.250000 Penalty: 4586.253418
	Iteration 14Q: 3 clusters Score -1018374 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1018427.187500 Penalty: 4586.253418
	Iteration 15Q: 3 clusters Score -1018427 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1018487.187500 Penalty: 4586.253418
	Iteration 16Q: 3 clusters Score -1018487 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1018551.812500 Penalty: 4586.253418
	Iteration 17Q: 3 clusters Score -1018552 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1018638.375000 Penalty: 4586.253418
	Iteration 18Q: 3 clusters Score -1018638 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1018724.812500 Penalty: 4586.253418
	Iteration 19Q: 3 clusters Score -1018725 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1018831.000000 Penalty: 4586.253418
	Iteration 20F: 3 clusters Score -1018831 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1018946.625000 Penalty: 4586.253418
	Iteration 21Q: 3 clusters Score -1018947 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1019069.437500 Penalty: 4586.253418
	Iteration 22Q: 3 clusters Score -1019069 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1019227.000000 Penalty: 4586.253418
	Iteration 23Q: 3 clusters Score -1019227 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1019414.500000 Penalty: 4586.253418
	Iteration 24Q: 3 clusters Score -1019414 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1019637.875000 Penalty: 4586.253418
	Iteration 25Q: 3 clusters Score -1019638 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1019839.687500 Penalty: 4586.253418
	Iteration 26Q: 3 clusters Score -1019840 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1020049.750000 Penalty: 4586.253418
	Iteration 27Q: 3 clusters Score -1020050 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1020227.437500 Penalty: 4586.253418
	Iteration 28Q: 3 clusters Score -1020227 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1020382.687500 Penalty: 4586.253418
	Iteration 29Q: 3 clusters Score -1020383 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1020497.750000 Penalty: 4586.253418
	Iteration 30Q: 3 clusters Score -1020498 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1020581.375000 Penalty: 4586.253418
	Iteration 31Q: 3 clusters Score -1020581 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1020655.687500 Penalty: 4586.253418
	Iteration 32Q: 3 clusters Score -1020656 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1020713.937500 Penalty: 4586.253418
	Iteration 33Q: 3 clusters Score -1020714 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1020767.875000 Penalty: 4586.253418
	Iteration 34Q: 3 clusters Score -1020768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1020817.812500 Penalty: 4586.253418
	Iteration 35Q: 3 clusters Score -1020818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1020845.375000 Penalty: 4586.253418
	Iteration 36Q: 3 clusters Score -1020845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1020867.187500 Penalty: 4586.253418
	Iteration 37Q: 3 clusters Score -1020867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1020881.125000 Penalty: 4586.253418
	Iteration 38Q: 3 clusters Score -1020881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1020899.812500 Penalty: 4586.253418
	Iteration 39Q: 3 clusters Score -1020900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1020912.312500 Penalty: 4586.253418
	Iteration 40F: 3 clusters Score -1020912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1020925.437500 Penalty: 4586.253418
	Iteration 41Q: 3 clusters Score -1020925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1020933.312500 Penalty: 4586.253418
	Iteration 42Q: 3 clusters Score -1020933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1020944.250000 Penalty: 4586.253418
	Iteration 43Q: 3 clusters Score -1020944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1020954.750000 Penalty: 4586.253418
	Iteration 44Q: 3 clusters Score -1020955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1020959.687500 Penalty: 4586.253418
	Iteration 45Q: 3 clusters Score -1020960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1020962.187500 Penalty: 4586.253418
	Iteration 46Q: 3 clusters Score -1020962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1020965.312500 Penalty: 4586.253418
	Iteration 47Q: 3 clusters Score -1020965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1020968.125000 Penalty: 4586.253418
	Iteration 48Q: 3 clusters Score -1020968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1020969.875000 Penalty: 4586.253418
	Iteration 49Q: 3 clusters Score -1020970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1020973.562500 Penalty: 4586.253418
	Iteration 50Q: 3 clusters Score -1020974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1020981.562500 Penalty: 4586.253418
	Iteration 51Q: 3 clusters Score -1020982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1020987.937500 Penalty: 4586.253418
	Iteration 52Q: 3 clusters Score -1020988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1020990.250000 Penalty: 4586.253418
	Iteration 53Q: 3 clusters Score -1020990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1020994.562500 Penalty: 4586.253418
	Iteration 54Q: 3 clusters Score -1020995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1020996.625000 Penalty: 4586.253418
	Iteration 55Q: 3 clusters Score -1020997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1020996.937500 Penalty: 4586.253418
	Iteration 56Q: 3 clusters Score -1020997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1020997.500000 Penalty: 4586.253418
	Iteration 57Q: 3 clusters Score -1020998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1020997.500000 Penalty: 4586.253418
	Iteration 58F: 3 clusters Score -1020998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Entering Unmasked Estep 
Score: -2193405.500000 Penalty: 2487.568115
	Iteration 0F: 2 clusters Score -2193406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2177482.000000 Penalty: 4975.136230
	Iteration 0F: 3 clusters Score -2177482 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2182980.250000 Penalty: 4975.136230
	Iteration 1F: 3 clusters Score -2182980 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2183636.500000 Penalty: 4975.136230
	Iteration 2F: 3 clusters Score -2183636 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2184409.000000 Penalty: 4975.136230
	Iteration 3F: 3 clusters Score -2184409 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2185387.000000 Penalty: 4975.136230
	Iteration 4F: 3 clusters Score -2185387 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2186424.500000 Penalty: 4975.136230
	Iteration 5F: 3 clusters Score -2186424 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2187432.500000 Penalty: 4975.136230
	Iteration 6F: 3 clusters Score -2187432 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2188335.500000 Penalty: 4975.136230
	Iteration 7F: 3 clusters Score -2188336 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2189037.500000 Penalty: 4975.136230
	Iteration 8Q: 3 clusters Score -2189038 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2189577.500000 Penalty: 4975.136230
	Iteration 9Q: 3 clusters Score -2189578 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2190002.000000 Penalty: 4975.136230
	Iteration 10Q: 3 clusters Score -2190002 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2190392.000000 Penalty: 4975.136230
	Iteration 11Q: 3 clusters Score -2190392 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2190737.000000 Penalty: 4975.136230
	Iteration 12Q: 3 clusters Score -2190737 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2191078.500000 Penalty: 4975.136230
	Iteration 13Q: 3 clusters Score -2191078 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2191374.500000 Penalty: 4975.136230
	Iteration 14Q: 3 clusters Score -2191374 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2191661.250000 Penalty: 4975.136230
	Iteration 15Q: 3 clusters Score -2191661 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2191858.750000 Penalty: 4975.136230
	Iteration 16Q: 3 clusters Score -2191859 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2191993.500000 Penalty: 4975.136230
	Iteration 17Q: 3 clusters Score -2191994 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2192082.500000 Penalty: 4975.136230
	Iteration 18Q: 3 clusters Score -2192082 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2192144.250000 Penalty: 4975.136230
	Iteration 19Q: 3 clusters Score -2192144 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2192185.000000 Penalty: 4975.136230
	Iteration 20F: 3 clusters Score -2192185 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2192216.250000 Penalty: 4975.136230
	Iteration 21Q: 3 clusters Score -2192216 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2192238.250000 Penalty: 4975.136230
	Iteration 22Q: 3 clusters Score -2192238 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2192263.000000 Penalty: 4975.136230
	Iteration 23Q: 3 clusters Score -2192263 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2192285.500000 Penalty: 4975.136230
	Iteration 24Q: 3 clusters Score -2192286 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2192317.000000 Penalty: 4975.136230
	Iteration 25Q: 3 clusters Score -2192317 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2192348.250000 Penalty: 4975.136230
	Iteration 26Q: 3 clusters Score -2192348 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2192375.500000 Penalty: 4975.136230
	Iteration 27Q: 3 clusters Score -2192376 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2192414.000000 Penalty: 4975.136230
	Iteration 28Q: 3 clusters Score -2192414 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2192435.250000 Penalty: 4975.136230
	Iteration 29Q: 3 clusters Score -2192435 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2192451.500000 Penalty: 4975.136230
	Iteration 30Q: 3 clusters Score -2192452 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2192467.250000 Penalty: 4975.136230
	Iteration 31Q: 3 clusters Score -2192467 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2192481.250000 Penalty: 4975.136230
	Iteration 32Q: 3 clusters Score -2192481 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2192507.000000 Penalty: 4975.136230
	Iteration 33Q: 3 clusters Score -2192507 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2192536.500000 Penalty: 4975.136230
	Iteration 34Q: 3 clusters Score -2192536 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2192551.500000 Penalty: 4975.136230
	Iteration 35Q: 3 clusters Score -2192552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2192553.000000 Penalty: 4975.136230
	Iteration 36Q: 3 clusters Score -2192553 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2192565.250000 Penalty: 4975.136230
	Iteration 37Q: 3 clusters Score -2192565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2192577.250000 Penalty: 4975.136230
	Iteration 38Q: 3 clusters Score -2192577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2192577.000000 Penalty: 4975.136230
	Iteration 39Q: 3 clusters Score -2192577 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2192587.000000 Penalty: 4975.136230
	Iteration 40F: 3 clusters Score -2192587 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2192593.250000 Penalty: 4975.136230
	Iteration 41Q: 3 clusters Score -2192593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2192600.250000 Penalty: 4975.136230
	Iteration 42Q: 3 clusters Score -2192600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2192610.250000 Penalty: 4975.136230
	Iteration 43Q: 3 clusters Score -2192610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2192609.750000 Penalty: 4975.136230
	Iteration 44Q: 3 clusters Score -2192610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2192606.750000 Penalty: 4975.136230
	Iteration 45Q: 3 clusters Score -2192607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2192611.500000 Penalty: 4975.136230
	Iteration 46Q: 3 clusters Score -2192612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2192607.500000 Penalty: 4975.136230
	Iteration 47Q: 3 clusters Score -2192608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2192609.750000 Penalty: 4975.136230
	Iteration 48Q: 3 clusters Score -2192610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2192611.750000 Penalty: 4975.136230
	Iteration 49Q: 3 clusters Score -2192612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2192617.250000 Penalty: 4975.136230
	Iteration 50Q: 3 clusters Score -2192617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2192613.750000 Penalty: 4975.136230
	Iteration 51Q: 3 clusters Score -2192614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2192617.750000 Penalty: 4975.136230
	Iteration 52Q: 3 clusters Score -2192618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2192623.000000 Penalty: 4975.136230
	Iteration 53Q: 3 clusters Score -2192623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2192623.500000 Penalty: 4975.136230
	Iteration 54Q: 3 clusters Score -2192624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2192622.250000 Penalty: 4975.136230
	Iteration 55Q: 3 clusters Score -2192622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2192622.000000 Penalty: 4975.136230
	Iteration 56Q: 3 clusters Score -2192622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2192625.500000 Penalty: 4975.136230
	Iteration 57Q: 3 clusters Score -2192626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2192625.250000 Penalty: 4975.136230
	Iteration 58Q: 3 clusters Score -2192625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2192625.500000 Penalty: 4975.136230
	Iteration 59Q: 3 clusters Score -2192626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2192629.500000 Penalty: 4975.136230
	Iteration 60F: 3 clusters Score -2192630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2192627.250000 Penalty: 4975.136230
	Iteration 61Q: 3 clusters Score -2192627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2192628.250000 Penalty: 4975.136230
	Iteration 62Q: 3 clusters Score -2192628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2192635.000000 Penalty: 4975.136230
	Iteration 63Q: 3 clusters Score -2192635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2192632.750000 Penalty: 4975.136230
	Iteration 64Q: 3 clusters Score -2192633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2192634.250000 Penalty: 4975.136230
	Iteration 65Q: 3 clusters Score -2192634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2192638.500000 Penalty: 4975.136230
	Iteration 66Q: 3 clusters Score -2192638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2192635.750000 Penalty: 4975.136230
	Iteration 67Q: 3 clusters Score -2192636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2192633.750000 Penalty: 4975.136230
	Iteration 68Q: 3 clusters Score -2192634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2192634.500000 Penalty: 4975.136230
	Iteration 69Q: 3 clusters Score -2192634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2192631.750000 Penalty: 4975.136230
	Iteration 70Q: 3 clusters Score -2192632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2192632.250000 Penalty: 4975.136230
	Iteration 71Q: 3 clusters Score -2192632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2192634.000000 Penalty: 4975.136230
	Iteration 72Q: 3 clusters Score -2192634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2192632.500000 Penalty: 4975.136230
	Iteration 73Q: 3 clusters Score -2192632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2192632.500000 Penalty: 4975.136230
	Iteration 74Q: 3 clusters Score -2192632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2192632.500000 Penalty: 4975.136230
	Iteration 75F: 3 clusters Score -2192632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Entering Unmasked Estep 
Score: -1076326.125000 Penalty: 2314.759521
	Iteration 0F: 2 clusters Score -1076326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1067809.000000 Penalty: 4629.519043
	Iteration 0F: 3 clusters Score -1067809 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1070376.250000 Penalty: 4629.519043
	Iteration 1F: 3 clusters Score -1070376 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1070767.875000 Penalty: 4629.519043
	Iteration 2F: 3 clusters Score -1070768 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1071134.750000 Penalty: 4629.519043
	Iteration 3F: 3 clusters Score -1071135 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1071595.875000 Penalty: 4629.519043
	Iteration 4F: 3 clusters Score -1071596 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1072044.625000 Penalty: 4629.519043
	Iteration 5F: 3 clusters Score -1072045 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1072446.625000 Penalty: 4629.519043
	Iteration 6F: 3 clusters Score -1072447 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1072806.250000 Penalty: 4629.519043
	Iteration 7Q: 3 clusters Score -1072806 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1073169.125000 Penalty: 4629.519043
	Iteration 8Q: 3 clusters Score -1073169 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1073503.750000 Penalty: 4629.519043
	Iteration 9Q: 3 clusters Score -1073504 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1073837.750000 Penalty: 4629.519043
	Iteration 10Q: 3 clusters Score -1073838 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1074139.500000 Penalty: 4629.519043
	Iteration 11Q: 3 clusters Score -1074140 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1074406.125000 Penalty: 4629.519043
	Iteration 12Q: 3 clusters Score -1074406 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1074621.125000 Penalty: 4629.519043
	Iteration 13Q: 3 clusters Score -1074621 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1074808.500000 Penalty: 4629.519043
	Iteration 14Q: 3 clusters Score -1074808 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1074917.625000 Penalty: 4629.519043
	Iteration 15Q: 3 clusters Score -1074918 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1074978.125000 Penalty: 4629.519043
	Iteration 16Q: 3 clusters Score -1074978 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1075027.875000 Penalty: 4629.519043
	Iteration 17Q: 3 clusters Score -1075028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1075056.375000 Penalty: 4629.519043
	Iteration 18Q: 3 clusters Score -1075056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1075071.625000 Penalty: 4629.519043
	Iteration 19Q: 3 clusters Score -1075072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1075088.625000 Penalty: 4629.519043
	Iteration 20F: 3 clusters Score -1075089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1075098.750000 Penalty: 4629.519043
	Iteration 21Q: 3 clusters Score -1075099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1075111.250000 Penalty: 4629.519043
	Iteration 22Q: 3 clusters Score -1075111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1075112.625000 Penalty: 4629.519043
	Iteration 23Q: 3 clusters Score -1075113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1075117.375000 Penalty: 4629.519043
	Iteration 24Q: 3 clusters Score -1075117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1075126.875000 Penalty: 4629.519043
	Iteration 25Q: 3 clusters Score -1075127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1075126.625000 Penalty: 4629.519043
	Iteration 26Q: 3 clusters Score -1075127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1075129.000000 Penalty: 4629.519043
	Iteration 27Q: 3 clusters Score -1075129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1075129.750000 Penalty: 4629.519043
	Iteration 28Q: 3 clusters Score -1075130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1075128.250000 Penalty: 4629.519043
	Iteration 29Q: 3 clusters Score -1075128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1075129.375000 Penalty: 4629.519043
	Iteration 30Q: 3 clusters Score -1075129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1075129.375000 Penalty: 4629.519043
	Iteration 31F: 3 clusters Score -1075129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (228864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228864 members 
Entering Unmasked Estep 
Score: -22528202.000000 Penalty: 3060.539062
	Iteration 0F: 2 clusters Score -2.25282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114142 members 
Mstep: Class 2 contains 114722 members 
Entering Unmasked Estep 
Score: -22375026.000000 Penalty: 6121.078125
	Iteration 0F: 3 clusters Score -2.237503e+07 nChanged 110444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111472 members 
Mstep: Class 2 contains 117392 members 
Entering Unmasked Estep 
Score: -22439516.000000 Penalty: 6121.078125
	Iteration 1F: 3 clusters Score -2.243952e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109794 members 
Mstep: Class 2 contains 119070 members 
Entering Unmasked Estep 
Score: -22440640.000000 Penalty: 6121.078125
	Iteration 2Q: 3 clusters Score -2.244064e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107113 members 
Mstep: Class 2 contains 121751 members 
Entering Unmasked Estep 
Score: -22442254.000000 Penalty: 6121.078125
	Iteration 3Q: 3 clusters Score -2.244225e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102981 members 
Mstep: Class 2 contains 125883 members 
Entering Unmasked Estep 
Score: -22444910.000000 Penalty: 6121.078125
	Iteration 4Q: 3 clusters Score -2.244491e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96860 members 
Mstep: Class 2 contains 132004 members 
Entering Unmasked Estep 
Score: -22448748.000000 Penalty: 6121.078125
	Iteration 5Q: 3 clusters Score -2.244875e+07 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87977 members 
Mstep: Class 2 contains 140887 members 
Entering Unmasked Estep 
Score: -22454790.000000 Penalty: 6121.078125
	Iteration 6Q: 3 clusters Score -2.245479e+07 nChanged 13705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75612 members 
Mstep: Class 2 contains 153252 members 
Entering Unmasked Estep 
Score: -22464740.000000 Penalty: 6121.078125
	Iteration 7F: 3 clusters Score -2.246474e+07 nChanged 15978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 168552 members 
Entering Unmasked Estep 
Score: -22477624.000000 Penalty: 6121.078125
	Iteration 8F: 3 clusters Score -2.247762e+07 nChanged 16806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 185148 members 
Entering Unmasked Estep 
Score: -22491624.000000 Penalty: 6121.078125
	Iteration 9F: 3 clusters Score -2.249162e+07 nChanged 15327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 200429 members 
Entering Unmasked Estep 
Score: -22504614.000000 Penalty: 6121.078125
	Iteration 10F: 3 clusters Score -2.250461e+07 nChanged 11694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 212119 members 
Entering Unmasked Estep 
Score: -22513946.000000 Penalty: 6121.078125
	Iteration 11F: 3 clusters Score -2.251395e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 219690 members 
Entering Unmasked Estep 
Score: -22519526.000000 Penalty: 6121.078125
	Iteration 12Q: 3 clusters Score -2.251953e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 223861 members 
Entering Unmasked Estep 
Score: -22522386.000000 Penalty: 6121.078125
	Iteration 13Q: 3 clusters Score -2.252239e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 226005 members 
Entering Unmasked Estep 
Score: -22523836.000000 Penalty: 6121.078125
	Iteration 14Q: 3 clusters Score -2.252384e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 227041 members 
Entering Unmasked Estep 
Score: -22524532.000000 Penalty: 6121.078125
	Iteration 15Q: 3 clusters Score -2.252453e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 227557 members 
Entering Unmasked Estep 
Score: -22524898.000000 Penalty: 6121.078125
	Iteration 16Q: 3 clusters Score -2.25249e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 227823 members 
Entering Unmasked Estep 
Score: -22525158.000000 Penalty: 6121.078125
	Iteration 17Q: 3 clusters Score -2.252516e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 227987 members 
Entering Unmasked Estep 
Score: -22525302.000000 Penalty: 6121.078125
	Iteration 18Q: 3 clusters Score -2.25253e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 228074 members 
Entering Unmasked Estep 
Score: -22525410.000000 Penalty: 6121.078125
	Iteration 19Q: 3 clusters Score -2.252541e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 228134 members 
Entering Unmasked Estep 
Score: -22525438.000000 Penalty: 6121.078125
	Iteration 20F: 3 clusters Score -2.252544e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 228170 members 
Entering Unmasked Estep 
Score: -22525476.000000 Penalty: 6121.078125
	Iteration 21Q: 3 clusters Score -2.252548e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 228204 members 
Entering Unmasked Estep 
Score: -22525534.000000 Penalty: 6121.078125
	Iteration 22Q: 3 clusters Score -2.252553e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 228230 members 
Entering Unmasked Estep 
Score: -22525548.000000 Penalty: 6121.078125
	Iteration 23Q: 3 clusters Score -2.252555e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 228247 members 
Entering Unmasked Estep 
Score: -22525562.000000 Penalty: 6121.078125
	Iteration 24Q: 3 clusters Score -2.252556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 228255 members 
Entering Unmasked Estep 
Score: -22525574.000000 Penalty: 6121.078125
	Iteration 25Q: 3 clusters Score -2.252557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 228261 members 
Entering Unmasked Estep 
Score: -22525572.000000 Penalty: 6121.078125
	Iteration 26Q: 3 clusters Score -2.252557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 228271 members 
Entering Unmasked Estep 
Score: -22525582.000000 Penalty: 6121.078125
	Iteration 27Q: 3 clusters Score -2.252558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 228279 members 
Entering Unmasked Estep 
Score: -22525580.000000 Penalty: 6121.078125
	Iteration 28Q: 3 clusters Score -2.252558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 228284 members 
Entering Unmasked Estep 
Score: -22525588.000000 Penalty: 6121.078125
	Iteration 29Q: 3 clusters Score -2.252559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 228290 members 
Entering Unmasked Estep 
Score: -22525612.000000 Penalty: 6121.078125
	Iteration 30Q: 3 clusters Score -2.252561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 228294 members 
Entering Unmasked Estep 
Score: -22525602.000000 Penalty: 6121.078125
	Iteration 31Q: 3 clusters Score -2.25256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 228298 members 
Entering Unmasked Estep 
Score: -22525600.000000 Penalty: 6121.078125
	Iteration 32Q: 3 clusters Score -2.25256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 228305 members 
Entering Unmasked Estep 
Score: -22525610.000000 Penalty: 6121.078125
	Iteration 33Q: 3 clusters Score -2.252561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 228307 members 
Entering Unmasked Estep 
Score: -22525608.000000 Penalty: 6121.078125
	Iteration 34Q: 3 clusters Score -2.252561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 228313 members 
Entering Unmasked Estep 
Score: -22525602.000000 Penalty: 6121.078125
	Iteration 35Q: 3 clusters Score -2.25256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 228314 members 
Entering Unmasked Estep 
Score: -22525610.000000 Penalty: 6121.078125
	Iteration 36Q: 3 clusters Score -2.252561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 228315 members 
Entering Unmasked Estep 
Score: -22525612.000000 Penalty: 6121.078125
	Iteration 37Q: 3 clusters Score -2.252561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 228316 members 
Entering Unmasked Estep 
Score: -22525614.000000 Penalty: 6121.078125
	Iteration 38Q: 3 clusters Score -2.252561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 228318 members 
Entering Unmasked Estep 
Score: -22525616.000000 Penalty: 6121.078125
	Iteration 39Q: 3 clusters Score -2.252562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 228317 members 
Entering Unmasked Estep 
Score: -22525610.000000 Penalty: 6121.078125
	Iteration 40F: 3 clusters Score -2.252561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 228318 members 
Entering Unmasked Estep 
Score: -22525620.000000 Penalty: 6121.078125
	Iteration 41Q: 3 clusters Score -2.252562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 228321 members 
Entering Unmasked Estep 
Score: -22525626.000000 Penalty: 6121.078125
	Iteration 42Q: 3 clusters Score -2.252563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 228324 members 
Entering Unmasked Estep 
Score: -22525630.000000 Penalty: 6121.078125
	Iteration 43Q: 3 clusters Score -2.252563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 228327 members 
Entering Unmasked Estep 
Score: -22525644.000000 Penalty: 6121.078125
	Iteration 44Q: 3 clusters Score -2.252564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 228327 members 
Entering Unmasked Estep 
Score: -22525644.000000 Penalty: 6121.078125
	Iteration 45F: 3 clusters Score -2.252564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Entering Unmasked Estep 
Score: -1238521.125000 Penalty: 2351.943848
	Iteration 0F: 2 clusters Score -1238521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1228834.750000 Penalty: 4703.887695
	Iteration 0F: 3 clusters Score -1228835 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1231748.375000 Penalty: 4703.887695
	Iteration 1F: 3 clusters Score -1231748 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1232166.125000 Penalty: 4703.887695
	Iteration 2F: 3 clusters Score -1232166 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1232614.500000 Penalty: 4703.887695
	Iteration 3F: 3 clusters Score -1232614 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1233059.375000 Penalty: 4703.887695
	Iteration 4F: 3 clusters Score -1233059 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1233418.625000 Penalty: 4703.887695
	Iteration 5F: 3 clusters Score -1233419 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1233710.375000 Penalty: 4703.887695
	Iteration 6Q: 3 clusters Score -1233710 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1233956.250000 Penalty: 4703.887695
	Iteration 7Q: 3 clusters Score -1233956 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1234170.125000 Penalty: 4703.887695
	Iteration 8Q: 3 clusters Score -1234170 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1234333.000000 Penalty: 4703.887695
	Iteration 9Q: 3 clusters Score -1234333 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1234467.750000 Penalty: 4703.887695
	Iteration 10Q: 3 clusters Score -1234468 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1234577.250000 Penalty: 4703.887695
	Iteration 11Q: 3 clusters Score -1234577 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1234704.625000 Penalty: 4703.887695
	Iteration 12Q: 3 clusters Score -1234705 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1234824.875000 Penalty: 4703.887695
	Iteration 13Q: 3 clusters Score -1234825 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1234963.500000 Penalty: 4703.887695
	Iteration 14Q: 3 clusters Score -1234964 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1235143.625000 Penalty: 4703.887695
	Iteration 15Q: 3 clusters Score -1235144 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1235360.750000 Penalty: 4703.887695
	Iteration 16Q: 3 clusters Score -1235361 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1235625.125000 Penalty: 4703.887695
	Iteration 17Q: 3 clusters Score -1235625 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1235943.875000 Penalty: 4703.887695
	Iteration 18Q: 3 clusters Score -1235944 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1236285.000000 Penalty: 4703.887695
	Iteration 19Q: 3 clusters Score -1236285 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1236612.500000 Penalty: 4703.887695
	Iteration 20F: 3 clusters Score -1236612 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1236895.250000 Penalty: 4703.887695
	Iteration 21Q: 3 clusters Score -1236895 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1237158.750000 Penalty: 4703.887695
	Iteration 22Q: 3 clusters Score -1237159 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1237371.500000 Penalty: 4703.887695
	Iteration 23Q: 3 clusters Score -1237372 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1237547.125000 Penalty: 4703.887695
	Iteration 24Q: 3 clusters Score -1237547 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1237688.250000 Penalty: 4703.887695
	Iteration 25Q: 3 clusters Score -1237688 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1237787.375000 Penalty: 4703.887695
	Iteration 26Q: 3 clusters Score -1237787 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1237847.625000 Penalty: 4703.887695
	Iteration 27Q: 3 clusters Score -1237848 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1237884.625000 Penalty: 4703.887695
	Iteration 28Q: 3 clusters Score -1237885 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1237915.750000 Penalty: 4703.887695
	Iteration 29Q: 3 clusters Score -1237916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1237938.750000 Penalty: 4703.887695
	Iteration 30Q: 3 clusters Score -1237939 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1237959.250000 Penalty: 4703.887695
	Iteration 31Q: 3 clusters Score -1237959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1237964.750000 Penalty: 4703.887695
	Iteration 32Q: 3 clusters Score -1237965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1237972.125000 Penalty: 4703.887695
	Iteration 33Q: 3 clusters Score -1237972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1237979.125000 Penalty: 4703.887695
	Iteration 34Q: 3 clusters Score -1237979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1237984.625000 Penalty: 4703.887695
	Iteration 35Q: 3 clusters Score -1237985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1237988.500000 Penalty: 4703.887695
	Iteration 36Q: 3 clusters Score -1237988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1237991.875000 Penalty: 4703.887695
	Iteration 37Q: 3 clusters Score -1237992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1237995.625000 Penalty: 4703.887695
	Iteration 38Q: 3 clusters Score -1237996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1237996.625000 Penalty: 4703.887695
	Iteration 39Q: 3 clusters Score -1237997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1237999.250000 Penalty: 4703.887695
	Iteration 40F: 3 clusters Score -1237999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1238000.750000 Penalty: 4703.887695
	Iteration 41Q: 3 clusters Score -1238001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1238002.875000 Penalty: 4703.887695
	Iteration 42Q: 3 clusters Score -1238003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1238001.000000 Penalty: 4703.887695
	Iteration 43Q: 3 clusters Score -1238001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1238002.625000 Penalty: 4703.887695
	Iteration 44Q: 3 clusters Score -1238003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1238004.000000 Penalty: 4703.887695
	Iteration 45Q: 3 clusters Score -1238004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1238004.000000 Penalty: 4703.887695
	Iteration 46F: 3 clusters Score -1238004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (64131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64131 members 
Entering Unmasked Estep 
Score: -6227394.000000 Penalty: 2745.033203
	Iteration 0F: 2 clusters Score -6227394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -6184221.000000 Penalty: 5490.066406
	Iteration 0F: 3 clusters Score -6184221 nChanged 29839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -6201223.500000 Penalty: 5490.066406
	Iteration 1F: 3 clusters Score -6201224 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -6202152.500000 Penalty: 5490.066406
	Iteration 2Q: 3 clusters Score -6202152 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -6203344.500000 Penalty: 5490.066406
	Iteration 3Q: 3 clusters Score -6203344 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -6205315.500000 Penalty: 5490.066406
	Iteration 4F: 3 clusters Score -6205316 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -6208305.500000 Penalty: 5490.066406
	Iteration 5F: 3 clusters Score -6208306 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -6212675.000000 Penalty: 5490.066406
	Iteration 6F: 3 clusters Score -6212675 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -6217109.000000 Penalty: 5490.066406
	Iteration 7F: 3 clusters Score -6217109 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -6220664.000000 Penalty: 5490.066406
	Iteration 8F: 3 clusters Score -6220664 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -6223061.500000 Penalty: 5490.066406
	Iteration 9Q: 3 clusters Score -6223062 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -6224475.000000 Penalty: 5490.066406
	Iteration 10Q: 3 clusters Score -6224475 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -6225207.500000 Penalty: 5490.066406
	Iteration 11Q: 3 clusters Score -6225208 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -6225524.000000 Penalty: 5490.066406
	Iteration 12Q: 3 clusters Score -6225524 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -6225650.500000 Penalty: 5490.066406
	Iteration 13Q: 3 clusters Score -6225650 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 62092 members 
Entering Unmasked Estep 
Score: -6225712.500000 Penalty: 5490.066406
	Iteration 14Q: 3 clusters Score -6225712 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 62152 members 
Entering Unmasked Estep 
Score: -6225744.000000 Penalty: 5490.066406
	Iteration 15Q: 3 clusters Score -6225744 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -6225773.000000 Penalty: 5490.066406
	Iteration 16Q: 3 clusters Score -6225773 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -6225794.000000 Penalty: 5490.066406
	Iteration 17Q: 3 clusters Score -6225794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 62267 members 
Entering Unmasked Estep 
Score: -6225804.000000 Penalty: 5490.066406
	Iteration 18Q: 3 clusters Score -6225804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 62288 members 
Entering Unmasked Estep 
Score: -6225805.500000 Penalty: 5490.066406
	Iteration 19Q: 3 clusters Score -6225806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -6225811.500000 Penalty: 5490.066406
	Iteration 20F: 3 clusters Score -6225812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -6225822.500000 Penalty: 5490.066406
	Iteration 21Q: 3 clusters Score -6225822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -6225821.500000 Penalty: 5490.066406
	Iteration 22Q: 3 clusters Score -6225822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -6225823.500000 Penalty: 5490.066406
	Iteration 23Q: 3 clusters Score -6225824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -6225828.000000 Penalty: 5490.066406
	Iteration 24Q: 3 clusters Score -6225828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -6225834.500000 Penalty: 5490.066406
	Iteration 25Q: 3 clusters Score -6225834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -6225834.000000 Penalty: 5490.066406
	Iteration 26Q: 3 clusters Score -6225834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -6225835.000000 Penalty: 5490.066406
	Iteration 27Q: 3 clusters Score -6225835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -6225833.000000 Penalty: 5490.066406
	Iteration 28Q: 3 clusters Score -6225833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -6225835.000000 Penalty: 5490.066406
	Iteration 29Q: 3 clusters Score -6225835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -6225837.500000 Penalty: 5490.066406
	Iteration 30Q: 3 clusters Score -6225838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -6225834.000000 Penalty: 5490.066406
	Iteration 31Q: 3 clusters Score -6225834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -6225844.500000 Penalty: 5490.066406
	Iteration 32Q: 3 clusters Score -6225844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -6225856.000000 Penalty: 5490.066406
	Iteration 33Q: 3 clusters Score -6225856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -6225858.000000 Penalty: 5490.066406
	Iteration 34Q: 3 clusters Score -6225858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -6225854.000000 Penalty: 5490.066406
	Iteration 35Q: 3 clusters Score -6225854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -6225855.500000 Penalty: 5490.066406
	Iteration 36Q: 3 clusters Score -6225856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -6225855.500000 Penalty: 5490.066406
	Iteration 37F: 3 clusters Score -6225856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Entering Unmasked Estep 
Score: -934240.875000 Penalty: 2282.696777
	Iteration 0F: 2 clusters Score -934240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -926626.437500 Penalty: 4565.393555
	Iteration 0F: 3 clusters Score -926626.4 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -928925.812500 Penalty: 4565.393555
	Iteration 1F: 3 clusters Score -928925.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -929329.250000 Penalty: 4565.393555
	Iteration 2F: 3 clusters Score -929329.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -929687.250000 Penalty: 4565.393555
	Iteration 3F: 3 clusters Score -929687.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -930024.187500 Penalty: 4565.393555
	Iteration 4F: 3 clusters Score -930024.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -930337.625000 Penalty: 4565.393555
	Iteration 5Q: 3 clusters Score -930337.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -930647.937500 Penalty: 4565.393555
	Iteration 6Q: 3 clusters Score -930647.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -930953.312500 Penalty: 4565.393555
	Iteration 7Q: 3 clusters Score -930953.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -931271.250000 Penalty: 4565.393555
	Iteration 8Q: 3 clusters Score -931271.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -931625.687500 Penalty: 4565.393555
	Iteration 9Q: 3 clusters Score -931625.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -931896.250000 Penalty: 4565.393555
	Iteration 10Q: 3 clusters Score -931896.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -932121.562500 Penalty: 4565.393555
	Iteration 11Q: 3 clusters Score -932121.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -932293.375000 Penalty: 4565.393555
	Iteration 12Q: 3 clusters Score -932293.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -932425.375000 Penalty: 4565.393555
	Iteration 13Q: 3 clusters Score -932425.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -932524.250000 Penalty: 4565.393555
	Iteration 14Q: 3 clusters Score -932524.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -932589.062500 Penalty: 4565.393555
	Iteration 15Q: 3 clusters Score -932589.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -932643.437500 Penalty: 4565.393555
	Iteration 16Q: 3 clusters Score -932643.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -932693.000000 Penalty: 4565.393555
	Iteration 17Q: 3 clusters Score -932693 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -932741.937500 Penalty: 4565.393555
	Iteration 18Q: 3 clusters Score -932741.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -932783.937500 Penalty: 4565.393555
	Iteration 19Q: 3 clusters Score -932783.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -932823.000000 Penalty: 4565.393555
	Iteration 20F: 3 clusters Score -932823 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -932854.562500 Penalty: 4565.393555
	Iteration 21Q: 3 clusters Score -932854.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -932885.375000 Penalty: 4565.393555
	Iteration 22Q: 3 clusters Score -932885.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -932913.750000 Penalty: 4565.393555
	Iteration 23Q: 3 clusters Score -932913.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -932936.625000 Penalty: 4565.393555
	Iteration 24Q: 3 clusters Score -932936.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -932948.375000 Penalty: 4565.393555
	Iteration 25Q: 3 clusters Score -932948.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -932957.250000 Penalty: 4565.393555
	Iteration 26Q: 3 clusters Score -932957.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -932971.312500 Penalty: 4565.393555
	Iteration 27Q: 3 clusters Score -932971.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -932976.625000 Penalty: 4565.393555
	Iteration 28Q: 3 clusters Score -932976.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -932981.562500 Penalty: 4565.393555
	Iteration 29Q: 3 clusters Score -932981.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -932986.312500 Penalty: 4565.393555
	Iteration 30Q: 3 clusters Score -932986.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -932994.250000 Penalty: 4565.393555
	Iteration 31Q: 3 clusters Score -932994.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -932999.437500 Penalty: 4565.393555
	Iteration 32Q: 3 clusters Score -932999.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -933002.750000 Penalty: 4565.393555
	Iteration 33Q: 3 clusters Score -933002.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -933004.500000 Penalty: 4565.393555
	Iteration 34Q: 3 clusters Score -933004.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -933007.312500 Penalty: 4565.393555
	Iteration 35Q: 3 clusters Score -933007.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -933013.875000 Penalty: 4565.393555
	Iteration 36Q: 3 clusters Score -933013.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -933018.312500 Penalty: 4565.393555
	Iteration 37Q: 3 clusters Score -933018.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -933019.375000 Penalty: 4565.393555
	Iteration 38Q: 3 clusters Score -933019.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -933021.500000 Penalty: 4565.393555
	Iteration 39Q: 3 clusters Score -933021.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -933021.000000 Penalty: 4565.393555
	Iteration 40F: 3 clusters Score -933021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -933024.750000 Penalty: 4565.393555
	Iteration 41Q: 3 clusters Score -933024.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -933023.437500 Penalty: 4565.393555
	Iteration 42Q: 3 clusters Score -933023.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -933023.625000 Penalty: 4565.393555
	Iteration 43Q: 3 clusters Score -933023.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -933024.312500 Penalty: 4565.393555
	Iteration 44Q: 3 clusters Score -933024.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -933028.000000 Penalty: 4565.393555
	Iteration 45Q: 3 clusters Score -933028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -933029.312500 Penalty: 4565.393555
	Iteration 46Q: 3 clusters Score -933029.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -933030.937500 Penalty: 4565.393555
	Iteration 47Q: 3 clusters Score -933030.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -933032.437500 Penalty: 4565.393555
	Iteration 48Q: 3 clusters Score -933032.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -933032.437500 Penalty: 4565.393555
	Iteration 49Q: 3 clusters Score -933032.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -933036.062500 Penalty: 4565.393555
	Iteration 50Q: 3 clusters Score -933036.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -933035.625000 Penalty: 4565.393555
	Iteration 51Q: 3 clusters Score -933035.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -933036.062500 Penalty: 4565.393555
	Iteration 52Q: 3 clusters Score -933036.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -933038.625000 Penalty: 4565.393555
	Iteration 53Q: 3 clusters Score -933038.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -933039.187500 Penalty: 4565.393555
	Iteration 54Q: 3 clusters Score -933039.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -933039.187500 Penalty: 4565.393555
	Iteration 55F: 3 clusters Score -933039.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Entering Unmasked Estep 
Score: -421840.187500 Penalty: 2085.748291
	Iteration 0F: 2 clusters Score -421840.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -417574.031250 Penalty: 4171.496582
	Iteration 0F: 3 clusters Score -417574 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -418503.062500 Penalty: 4171.496582
	Iteration 1F: 3 clusters Score -418503.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -418736.906250 Penalty: 4171.496582
	Iteration 2F: 3 clusters Score -418736.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -418876.437500 Penalty: 4171.496582
	Iteration 3F: 3 clusters Score -418876.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -418952.468750 Penalty: 4171.496582
	Iteration 4Q: 3 clusters Score -418952.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -419019.093750 Penalty: 4171.496582
	Iteration 5Q: 3 clusters Score -419019.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -419059.468750 Penalty: 4171.496582
	Iteration 6Q: 3 clusters Score -419059.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -419087.593750 Penalty: 4171.496582
	Iteration 7Q: 3 clusters Score -419087.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -419110.281250 Penalty: 4171.496582
	Iteration 8Q: 3 clusters Score -419110.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -419130.125000 Penalty: 4171.496582
	Iteration 9Q: 3 clusters Score -419130.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -419145.750000 Penalty: 4171.496582
	Iteration 10Q: 3 clusters Score -419145.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -419163.312500 Penalty: 4171.496582
	Iteration 11Q: 3 clusters Score -419163.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -419177.125000 Penalty: 4171.496582
	Iteration 12Q: 3 clusters Score -419177.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -419192.906250 Penalty: 4171.496582
	Iteration 13Q: 3 clusters Score -419192.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -419205.718750 Penalty: 4171.496582
	Iteration 14Q: 3 clusters Score -419205.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -419220.625000 Penalty: 4171.496582
	Iteration 15Q: 3 clusters Score -419220.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -419235.156250 Penalty: 4171.496582
	Iteration 16Q: 3 clusters Score -419235.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -419248.781250 Penalty: 4171.496582
	Iteration 17Q: 3 clusters Score -419248.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -419266.156250 Penalty: 4171.496582
	Iteration 18Q: 3 clusters Score -419266.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -419281.781250 Penalty: 4171.496582
	Iteration 19Q: 3 clusters Score -419281.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -419306.375000 Penalty: 4171.496582
	Iteration 20F: 3 clusters Score -419306.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -419330.000000 Penalty: 4171.496582
	Iteration 21Q: 3 clusters Score -419330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -419350.812500 Penalty: 4171.496582
	Iteration 22Q: 3 clusters Score -419350.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -419370.187500 Penalty: 4171.496582
	Iteration 23Q: 3 clusters Score -419370.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -419388.000000 Penalty: 4171.496582
	Iteration 24Q: 3 clusters Score -419388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -419405.968750 Penalty: 4171.496582
	Iteration 25Q: 3 clusters Score -419406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -419431.500000 Penalty: 4171.496582
	Iteration 26Q: 3 clusters Score -419431.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -419459.843750 Penalty: 4171.496582
	Iteration 27Q: 3 clusters Score -419459.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -419499.750000 Penalty: 4171.496582
	Iteration 28Q: 3 clusters Score -419499.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -419545.312500 Penalty: 4171.496582
	Iteration 29Q: 3 clusters Score -419545.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -419584.968750 Penalty: 4171.496582
	Iteration 30Q: 3 clusters Score -419585 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -419631.750000 Penalty: 4171.496582
	Iteration 31Q: 3 clusters Score -419631.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -419678.531250 Penalty: 4171.496582
	Iteration 32Q: 3 clusters Score -419678.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -419717.656250 Penalty: 4171.496582
	Iteration 33Q: 3 clusters Score -419717.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -419748.875000 Penalty: 4171.496582
	Iteration 34Q: 3 clusters Score -419748.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -419783.281250 Penalty: 4171.496582
	Iteration 35Q: 3 clusters Score -419783.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -419811.156250 Penalty: 4171.496582
	Iteration 36Q: 3 clusters Score -419811.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -419840.437500 Penalty: 4171.496582
	Iteration 37Q: 3 clusters Score -419840.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -419862.312500 Penalty: 4171.496582
	Iteration 38Q: 3 clusters Score -419862.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -419880.406250 Penalty: 4171.496582
	Iteration 39Q: 3 clusters Score -419880.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -419891.312500 Penalty: 4171.496582
	Iteration 40F: 3 clusters Score -419891.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -419896.687500 Penalty: 4171.496582
	Iteration 41Q: 3 clusters Score -419896.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -419901.562500 Penalty: 4171.496582
	Iteration 42Q: 3 clusters Score -419901.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -419904.687500 Penalty: 4171.496582
	Iteration 43Q: 3 clusters Score -419904.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -419909.656250 Penalty: 4171.496582
	Iteration 44Q: 3 clusters Score -419909.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -419912.187500 Penalty: 4171.496582
	Iteration 45Q: 3 clusters Score -419912.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -419915.156250 Penalty: 4171.496582
	Iteration 46Q: 3 clusters Score -419915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -419917.187500 Penalty: 4171.496582
	Iteration 47Q: 3 clusters Score -419917.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -419922.968750 Penalty: 4171.496582
	Iteration 48Q: 3 clusters Score -419923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -419927.156250 Penalty: 4171.496582
	Iteration 49Q: 3 clusters Score -419927.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -419931.625000 Penalty: 4171.496582
	Iteration 50Q: 3 clusters Score -419931.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -419933.062500 Penalty: 4171.496582
	Iteration 51Q: 3 clusters Score -419933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -419933.656250 Penalty: 4171.496582
	Iteration 52Q: 3 clusters Score -419933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -419935.406250 Penalty: 4171.496582
	Iteration 53Q: 3 clusters Score -419935.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -419937.562500 Penalty: 4171.496582
	Iteration 54Q: 3 clusters Score -419937.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -419937.718750 Penalty: 4171.496582
	Iteration 55Q: 3 clusters Score -419937.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -419937.718750 Penalty: 4171.496582
	Iteration 56F: 3 clusters Score -419937.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Entering Unmasked Estep 
Score: -623995.875000 Penalty: 2185.178711
	Iteration 0F: 2 clusters Score -623995.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -618456.375000 Penalty: 4370.357422
	Iteration 0F: 3 clusters Score -618456.4 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -619970.687500 Penalty: 4370.357422
	Iteration 1F: 3 clusters Score -619970.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -620250.750000 Penalty: 4370.357422
	Iteration 2F: 3 clusters Score -620250.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -620457.125000 Penalty: 4370.357422
	Iteration 3F: 3 clusters Score -620457.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -620653.750000 Penalty: 4370.357422
	Iteration 4F: 3 clusters Score -620653.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -620852.000000 Penalty: 4370.357422
	Iteration 5Q: 3 clusters Score -620852 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -621049.562500 Penalty: 4370.357422
	Iteration 6Q: 3 clusters Score -621049.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -621229.812500 Penalty: 4370.357422
	Iteration 7Q: 3 clusters Score -621229.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -621390.187500 Penalty: 4370.357422
	Iteration 8Q: 3 clusters Score -621390.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -621551.625000 Penalty: 4370.357422
	Iteration 9Q: 3 clusters Score -621551.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -621701.125000 Penalty: 4370.357422
	Iteration 10Q: 3 clusters Score -621701.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -621825.312500 Penalty: 4370.357422
	Iteration 11Q: 3 clusters Score -621825.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -621925.750000 Penalty: 4370.357422
	Iteration 12Q: 3 clusters Score -621925.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -621998.500000 Penalty: 4370.357422
	Iteration 13Q: 3 clusters Score -621998.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -622068.187500 Penalty: 4370.357422
	Iteration 14Q: 3 clusters Score -622068.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -622136.187500 Penalty: 4370.357422
	Iteration 15Q: 3 clusters Score -622136.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -622198.625000 Penalty: 4370.357422
	Iteration 16Q: 3 clusters Score -622198.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -622266.812500 Penalty: 4370.357422
	Iteration 17Q: 3 clusters Score -622266.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -622318.625000 Penalty: 4370.357422
	Iteration 18Q: 3 clusters Score -622318.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -622383.250000 Penalty: 4370.357422
	Iteration 19Q: 3 clusters Score -622383.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -622421.687500 Penalty: 4370.357422
	Iteration 20F: 3 clusters Score -622421.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -622454.625000 Penalty: 4370.357422
	Iteration 21Q: 3 clusters Score -622454.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -622494.562500 Penalty: 4370.357422
	Iteration 22Q: 3 clusters Score -622494.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -622538.000000 Penalty: 4370.357422
	Iteration 23Q: 3 clusters Score -622538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -622565.812500 Penalty: 4370.357422
	Iteration 24Q: 3 clusters Score -622565.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -622588.875000 Penalty: 4370.357422
	Iteration 25Q: 3 clusters Score -622588.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -622630.500000 Penalty: 4370.357422
	Iteration 26Q: 3 clusters Score -622630.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -622690.500000 Penalty: 4370.357422
	Iteration 27Q: 3 clusters Score -622690.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -622749.000000 Penalty: 4370.357422
	Iteration 28Q: 3 clusters Score -622749 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -622786.937500 Penalty: 4370.357422
	Iteration 29Q: 3 clusters Score -622786.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -622811.062500 Penalty: 4370.357422
	Iteration 30Q: 3 clusters Score -622811.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -622824.625000 Penalty: 4370.357422
	Iteration 31Q: 3 clusters Score -622824.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -622833.000000 Penalty: 4370.357422
	Iteration 32Q: 3 clusters Score -622833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -622839.062500 Penalty: 4370.357422
	Iteration 33Q: 3 clusters Score -622839.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -622842.562500 Penalty: 4370.357422
	Iteration 34Q: 3 clusters Score -622842.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -622845.687500 Penalty: 4370.357422
	Iteration 35Q: 3 clusters Score -622845.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -622850.437500 Penalty: 4370.357422
	Iteration 36Q: 3 clusters Score -622850.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -622855.312500 Penalty: 4370.357422
	Iteration 37Q: 3 clusters Score -622855.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -622859.687500 Penalty: 4370.357422
	Iteration 38Q: 3 clusters Score -622859.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -622861.875000 Penalty: 4370.357422
	Iteration 39Q: 3 clusters Score -622861.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -622864.000000 Penalty: 4370.357422
	Iteration 40F: 3 clusters Score -622864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -622866.812500 Penalty: 4370.357422
	Iteration 41Q: 3 clusters Score -622866.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -622867.500000 Penalty: 4370.357422
	Iteration 42Q: 3 clusters Score -622867.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -622867.937500 Penalty: 4370.357422
	Iteration 43Q: 3 clusters Score -622867.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -622869.375000 Penalty: 4370.357422
	Iteration 44Q: 3 clusters Score -622869.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -622869.375000 Penalty: 4370.357422
	Iteration 45F: 3 clusters Score -622869.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Entering Unmasked Estep 
Score: -935284.812500 Penalty: 2282.397217
	Iteration 0F: 2 clusters Score -935284.8 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 5013 members 
Entering Unmasked Estep 
Score: -927633.312500 Penalty: 4564.794434
	Iteration 0F: 3 clusters Score -927633.3 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -929811.812500 Penalty: 4564.794434
	Iteration 1F: 3 clusters Score -929811.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -930118.562500 Penalty: 4564.794434
	Iteration 2F: 3 clusters Score -930118.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -930375.375000 Penalty: 4564.794434
	Iteration 3F: 3 clusters Score -930375.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -930596.250000 Penalty: 4564.794434
	Iteration 4Q: 3 clusters Score -930596.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -930817.187500 Penalty: 4564.794434
	Iteration 5Q: 3 clusters Score -930817.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -931072.125000 Penalty: 4564.794434
	Iteration 6Q: 3 clusters Score -931072.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -931337.500000 Penalty: 4564.794434
	Iteration 7Q: 3 clusters Score -931337.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -931629.500000 Penalty: 4564.794434
	Iteration 8Q: 3 clusters Score -931629.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -931923.437500 Penalty: 4564.794434
	Iteration 9Q: 3 clusters Score -931923.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -932247.000000 Penalty: 4564.794434
	Iteration 10Q: 3 clusters Score -932247 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -932532.250000 Penalty: 4564.794434
	Iteration 11Q: 3 clusters Score -932532.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -932724.812500 Penalty: 4564.794434
	Iteration 12Q: 3 clusters Score -932724.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -932872.687500 Penalty: 4564.794434
	Iteration 13Q: 3 clusters Score -932872.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -933005.375000 Penalty: 4564.794434
	Iteration 14Q: 3 clusters Score -933005.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -933105.937500 Penalty: 4564.794434
	Iteration 15Q: 3 clusters Score -933105.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -933190.875000 Penalty: 4564.794434
	Iteration 16Q: 3 clusters Score -933190.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -933253.312500 Penalty: 4564.794434
	Iteration 17Q: 3 clusters Score -933253.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -933303.750000 Penalty: 4564.794434
	Iteration 18Q: 3 clusters Score -933303.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -933344.875000 Penalty: 4564.794434
	Iteration 19Q: 3 clusters Score -933344.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -933386.437500 Penalty: 4564.794434
	Iteration 20F: 3 clusters Score -933386.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -933422.375000 Penalty: 4564.794434
	Iteration 21Q: 3 clusters Score -933422.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -933464.312500 Penalty: 4564.794434
	Iteration 22Q: 3 clusters Score -933464.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -933505.125000 Penalty: 4564.794434
	Iteration 23Q: 3 clusters Score -933505.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -933531.937500 Penalty: 4564.794434
	Iteration 24Q: 3 clusters Score -933531.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -933548.750000 Penalty: 4564.794434
	Iteration 25Q: 3 clusters Score -933548.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -933567.187500 Penalty: 4564.794434
	Iteration 26Q: 3 clusters Score -933567.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -933588.187500 Penalty: 4564.794434
	Iteration 27Q: 3 clusters Score -933588.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -933609.312500 Penalty: 4564.794434
	Iteration 28Q: 3 clusters Score -933609.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -933632.812500 Penalty: 4564.794434
	Iteration 29Q: 3 clusters Score -933632.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -933661.437500 Penalty: 4564.794434
	Iteration 30Q: 3 clusters Score -933661.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -933684.687500 Penalty: 4564.794434
	Iteration 31Q: 3 clusters Score -933684.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -933710.000000 Penalty: 4564.794434
	Iteration 32Q: 3 clusters Score -933710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -933753.062500 Penalty: 4564.794434
	Iteration 33Q: 3 clusters Score -933753.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -933802.812500 Penalty: 4564.794434
	Iteration 34Q: 3 clusters Score -933802.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -933847.562500 Penalty: 4564.794434
	Iteration 35Q: 3 clusters Score -933847.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -933886.125000 Penalty: 4564.794434
	Iteration 36Q: 3 clusters Score -933886.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -933909.062500 Penalty: 4564.794434
	Iteration 37Q: 3 clusters Score -933909.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -933922.375000 Penalty: 4564.794434
	Iteration 38Q: 3 clusters Score -933922.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -933930.562500 Penalty: 4564.794434
	Iteration 39Q: 3 clusters Score -933930.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -933939.125000 Penalty: 4564.794434
	Iteration 40F: 3 clusters Score -933939.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -933949.000000 Penalty: 4564.794434
	Iteration 41Q: 3 clusters Score -933949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -933955.750000 Penalty: 4564.794434
	Iteration 42Q: 3 clusters Score -933955.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -933957.375000 Penalty: 4564.794434
	Iteration 43Q: 3 clusters Score -933957.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -933959.875000 Penalty: 4564.794434
	Iteration 44Q: 3 clusters Score -933959.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -933962.187500 Penalty: 4564.794434
	Iteration 45Q: 3 clusters Score -933962.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -933963.687500 Penalty: 4564.794434
	Iteration 46Q: 3 clusters Score -933963.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -933962.312500 Penalty: 4564.794434
	Iteration 47Q: 3 clusters Score -933962.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -933964.187500 Penalty: 4564.794434
	Iteration 48Q: 3 clusters Score -933964.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -933968.187500 Penalty: 4564.794434
	Iteration 49Q: 3 clusters Score -933968.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -933970.625000 Penalty: 4564.794434
	Iteration 50Q: 3 clusters Score -933970.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -933972.062500 Penalty: 4564.794434
	Iteration 51Q: 3 clusters Score -933972.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -933974.312500 Penalty: 4564.794434
	Iteration 52Q: 3 clusters Score -933974.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -933974.312500 Penalty: 4564.794434
	Iteration 53Q: 3 clusters Score -933974.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -933977.000000 Penalty: 4564.794434
	Iteration 54Q: 3 clusters Score -933977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -933978.875000 Penalty: 4564.794434
	Iteration 55Q: 3 clusters Score -933978.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -933981.500000 Penalty: 4564.794434
	Iteration 56Q: 3 clusters Score -933981.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -933983.187500 Penalty: 4564.794434
	Iteration 57Q: 3 clusters Score -933983.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -933988.250000 Penalty: 4564.794434
	Iteration 58Q: 3 clusters Score -933988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -933988.062500 Penalty: 4564.794434
	Iteration 59Q: 3 clusters Score -933988.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -933992.687500 Penalty: 4564.794434
	Iteration 60F: 3 clusters Score -933992.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -933994.125000 Penalty: 4564.794434
	Iteration 61Q: 3 clusters Score -933994.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -933994.875000 Penalty: 4564.794434
	Iteration 62Q: 3 clusters Score -933994.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -933997.937500 Penalty: 4564.794434
	Iteration 63Q: 3 clusters Score -933997.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -934000.062500 Penalty: 4564.794434
	Iteration 64Q: 3 clusters Score -934000.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -934001.437500 Penalty: 4564.794434
	Iteration 65Q: 3 clusters Score -934001.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -934006.312500 Penalty: 4564.794434
	Iteration 66Q: 3 clusters Score -934006.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -934008.250000 Penalty: 4564.794434
	Iteration 67Q: 3 clusters Score -934008.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -934010.625000 Penalty: 4564.794434
	Iteration 68Q: 3 clusters Score -934010.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -934010.500000 Penalty: 4564.794434
	Iteration 69Q: 3 clusters Score -934010.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -934013.750000 Penalty: 4564.794434
	Iteration 70Q: 3 clusters Score -934013.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -934016.250000 Penalty: 4564.794434
	Iteration 71Q: 3 clusters Score -934016.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -934014.562500 Penalty: 4564.794434
	Iteration 72Q: 3 clusters Score -934014.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -934016.937500 Penalty: 4564.794434
	Iteration 73Q: 3 clusters Score -934016.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -934016.125000 Penalty: 4564.794434
	Iteration 74Q: 3 clusters Score -934016.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -934016.125000 Penalty: 4564.794434
	Iteration 75Q: 3 clusters Score -934016.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -934018.812500 Penalty: 4564.794434
	Iteration 76Q: 3 clusters Score -934018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -934020.875000 Penalty: 4564.794434
	Iteration 77Q: 3 clusters Score -934020.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -934021.875000 Penalty: 4564.794434
	Iteration 78Q: 3 clusters Score -934021.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -934023.125000 Penalty: 4564.794434
	Iteration 79Q: 3 clusters Score -934023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -934023.312500 Penalty: 4564.794434
	Iteration 80F: 3 clusters Score -934023.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -934022.062500 Penalty: 4564.794434
	Iteration 81Q: 3 clusters Score -934022.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -934024.312500 Penalty: 4564.794434
	Iteration 82Q: 3 clusters Score -934024.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -934024.312500 Penalty: 4564.794434
	Iteration 83F: 3 clusters Score -934024.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Entering Unmasked Estep 
Score: -603817.937500 Penalty: 2202.902100
	Iteration 0F: 2 clusters Score -603817.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -597898.750000 Penalty: 4405.804199
	Iteration 0F: 3 clusters Score -597898.8 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -599632.750000 Penalty: 4405.804199
	Iteration 1F: 3 clusters Score -599632.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -600029.062500 Penalty: 4405.804199
	Iteration 2F: 3 clusters Score -600029.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -600287.437500 Penalty: 4405.804199
	Iteration 3F: 3 clusters Score -600287.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -600491.875000 Penalty: 4405.804199
	Iteration 4Q: 3 clusters Score -600491.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -600672.562500 Penalty: 4405.804199
	Iteration 5Q: 3 clusters Score -600672.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -600842.625000 Penalty: 4405.804199
	Iteration 6Q: 3 clusters Score -600842.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -601032.437500 Penalty: 4405.804199
	Iteration 7Q: 3 clusters Score -601032.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -601270.312500 Penalty: 4405.804199
	Iteration 8Q: 3 clusters Score -601270.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -601509.375000 Penalty: 4405.804199
	Iteration 9Q: 3 clusters Score -601509.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -601725.625000 Penalty: 4405.804199
	Iteration 10Q: 3 clusters Score -601725.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -601903.062500 Penalty: 4405.804199
	Iteration 11Q: 3 clusters Score -601903.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -602022.125000 Penalty: 4405.804199
	Iteration 12Q: 3 clusters Score -602022.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -602117.250000 Penalty: 4405.804199
	Iteration 13Q: 3 clusters Score -602117.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -602197.937500 Penalty: 4405.804199
	Iteration 14Q: 3 clusters Score -602197.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -602257.312500 Penalty: 4405.804199
	Iteration 15Q: 3 clusters Score -602257.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -602302.437500 Penalty: 4405.804199
	Iteration 16Q: 3 clusters Score -602302.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -602333.625000 Penalty: 4405.804199
	Iteration 17Q: 3 clusters Score -602333.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -602361.000000 Penalty: 4405.804199
	Iteration 18Q: 3 clusters Score -602361 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -602387.812500 Penalty: 4405.804199
	Iteration 19Q: 3 clusters Score -602387.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -602407.750000 Penalty: 4405.804199
	Iteration 20F: 3 clusters Score -602407.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -602423.687500 Penalty: 4405.804199
	Iteration 21Q: 3 clusters Score -602423.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -602434.625000 Penalty: 4405.804199
	Iteration 22Q: 3 clusters Score -602434.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -602442.000000 Penalty: 4405.804199
	Iteration 23Q: 3 clusters Score -602442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -602445.250000 Penalty: 4405.804199
	Iteration 24Q: 3 clusters Score -602445.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -602454.000000 Penalty: 4405.804199
	Iteration 25Q: 3 clusters Score -602454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -602458.062500 Penalty: 4405.804199
	Iteration 26Q: 3 clusters Score -602458.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -602464.250000 Penalty: 4405.804199
	Iteration 27Q: 3 clusters Score -602464.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -602470.000000 Penalty: 4405.804199
	Iteration 28Q: 3 clusters Score -602470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -602478.312500 Penalty: 4405.804199
	Iteration 29Q: 3 clusters Score -602478.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -602487.250000 Penalty: 4405.804199
	Iteration 30Q: 3 clusters Score -602487.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -602497.125000 Penalty: 4405.804199
	Iteration 31Q: 3 clusters Score -602497.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -602503.750000 Penalty: 4405.804199
	Iteration 32Q: 3 clusters Score -602503.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -602509.125000 Penalty: 4405.804199
	Iteration 33Q: 3 clusters Score -602509.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -602513.625000 Penalty: 4405.804199
	Iteration 34Q: 3 clusters Score -602513.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -602520.187500 Penalty: 4405.804199
	Iteration 35Q: 3 clusters Score -602520.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -602523.625000 Penalty: 4405.804199
	Iteration 36Q: 3 clusters Score -602523.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -602525.687500 Penalty: 4405.804199
	Iteration 37Q: 3 clusters Score -602525.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -602526.812500 Penalty: 4405.804199
	Iteration 38Q: 3 clusters Score -602526.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -602528.875000 Penalty: 4405.804199
	Iteration 39Q: 3 clusters Score -602528.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -602529.812500 Penalty: 4405.804199
	Iteration 40F: 3 clusters Score -602529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -602531.187500 Penalty: 4405.804199
	Iteration 41Q: 3 clusters Score -602531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -602531.500000 Penalty: 4405.804199
	Iteration 42Q: 3 clusters Score -602531.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -602532.500000 Penalty: 4405.804199
	Iteration 43Q: 3 clusters Score -602532.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -602534.750000 Penalty: 4405.804199
	Iteration 44Q: 3 clusters Score -602534.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -602537.000000 Penalty: 4405.804199
	Iteration 45Q: 3 clusters Score -602537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -602539.187500 Penalty: 4405.804199
	Iteration 46Q: 3 clusters Score -602539.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -602543.062500 Penalty: 4405.804199
	Iteration 47Q: 3 clusters Score -602543.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -602548.437500 Penalty: 4405.804199
	Iteration 48Q: 3 clusters Score -602548.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -602550.562500 Penalty: 4405.804199
	Iteration 49Q: 3 clusters Score -602550.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -602555.562500 Penalty: 4405.804199
	Iteration 50Q: 3 clusters Score -602555.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -602562.125000 Penalty: 4405.804199
	Iteration 51Q: 3 clusters Score -602562.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -602571.312500 Penalty: 4405.804199
	Iteration 52Q: 3 clusters Score -602571.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -602579.312500 Penalty: 4405.804199
	Iteration 53Q: 3 clusters Score -602579.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -602584.250000 Penalty: 4405.804199
	Iteration 54Q: 3 clusters Score -602584.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -602588.687500 Penalty: 4405.804199
	Iteration 55Q: 3 clusters Score -602588.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -602591.000000 Penalty: 4405.804199
	Iteration 56Q: 3 clusters Score -602591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -602596.312500 Penalty: 4405.804199
	Iteration 57Q: 3 clusters Score -602596.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -602599.312500 Penalty: 4405.804199
	Iteration 58Q: 3 clusters Score -602599.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -602605.375000 Penalty: 4405.804199
	Iteration 59Q: 3 clusters Score -602605.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -602606.250000 Penalty: 4405.804199
	Iteration 60F: 3 clusters Score -602606.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -602608.875000 Penalty: 4405.804199
	Iteration 61Q: 3 clusters Score -602608.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -602611.625000 Penalty: 4405.804199
	Iteration 62Q: 3 clusters Score -602611.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -602613.125000 Penalty: 4405.804199
	Iteration 63Q: 3 clusters Score -602613.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -602615.187500 Penalty: 4405.804199
	Iteration 64Q: 3 clusters Score -602615.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -602616.937500 Penalty: 4405.804199
	Iteration 65Q: 3 clusters Score -602616.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -602619.375000 Penalty: 4405.804199
	Iteration 66Q: 3 clusters Score -602619.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -602622.000000 Penalty: 4405.804199
	Iteration 67Q: 3 clusters Score -602622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -602625.375000 Penalty: 4405.804199
	Iteration 68Q: 3 clusters Score -602625.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -602629.000000 Penalty: 4405.804199
	Iteration 69Q: 3 clusters Score -602629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -602628.312500 Penalty: 4405.804199
	Iteration 70Q: 3 clusters Score -602628.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -602630.312500 Penalty: 4405.804199
	Iteration 71Q: 3 clusters Score -602630.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -602634.062500 Penalty: 4405.804199
	Iteration 72Q: 3 clusters Score -602634.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -602639.000000 Penalty: 4405.804199
	Iteration 73Q: 3 clusters Score -602639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -602640.812500 Penalty: 4405.804199
	Iteration 74Q: 3 clusters Score -602640.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -602641.625000 Penalty: 4405.804199
	Iteration 75Q: 3 clusters Score -602641.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -602643.687500 Penalty: 4405.804199
	Iteration 76Q: 3 clusters Score -602643.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -602644.375000 Penalty: 4405.804199
	Iteration 77Q: 3 clusters Score -602644.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -602645.437500 Penalty: 4405.804199
	Iteration 78Q: 3 clusters Score -602645.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -602651.812500 Penalty: 4405.804199
	Iteration 79Q: 3 clusters Score -602651.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -602654.562500 Penalty: 4405.804199
	Iteration 80F: 3 clusters Score -602654.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -602658.812500 Penalty: 4405.804199
	Iteration 81Q: 3 clusters Score -602658.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -602662.375000 Penalty: 4405.804199
	Iteration 82Q: 3 clusters Score -602662.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -602664.937500 Penalty: 4405.804199
	Iteration 83Q: 3 clusters Score -602664.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -602668.250000 Penalty: 4405.804199
	Iteration 84Q: 3 clusters Score -602668.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -602670.125000 Penalty: 4405.804199
	Iteration 85Q: 3 clusters Score -602670.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -602674.437500 Penalty: 4405.804199
	Iteration 86Q: 3 clusters Score -602674.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -602679.125000 Penalty: 4405.804199
	Iteration 87Q: 3 clusters Score -602679.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -602684.937500 Penalty: 4405.804199
	Iteration 88Q: 3 clusters Score -602684.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -602686.437500 Penalty: 4405.804199
	Iteration 89Q: 3 clusters Score -602686.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -602690.125000 Penalty: 4405.804199
	Iteration 90Q: 3 clusters Score -602690.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -602694.250000 Penalty: 4405.804199
	Iteration 91Q: 3 clusters Score -602694.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -602698.875000 Penalty: 4405.804199
	Iteration 92Q: 3 clusters Score -602698.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -602702.062500 Penalty: 4405.804199
	Iteration 93Q: 3 clusters Score -602702.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -602707.875000 Penalty: 4405.804199
	Iteration 94Q: 3 clusters Score -602707.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -602711.437500 Penalty: 4405.804199
	Iteration 95Q: 3 clusters Score -602711.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -602714.625000 Penalty: 4405.804199
	Iteration 96Q: 3 clusters Score -602714.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -602718.687500 Penalty: 4405.804199
	Iteration 97Q: 3 clusters Score -602718.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -602727.125000 Penalty: 4405.804199
	Iteration 98Q: 3 clusters Score -602727.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -602734.687500 Penalty: 4405.804199
	Iteration 99Q: 3 clusters Score -602734.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -602740.500000 Penalty: 4405.804199
	Iteration 100F: 3 clusters Score -602740.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -602741.312500 Penalty: 4405.804199
	Iteration 101Q: 3 clusters Score -602741.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -602744.125000 Penalty: 4405.804199
	Iteration 102Q: 3 clusters Score -602744.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -602745.625000 Penalty: 4405.804199
	Iteration 103Q: 3 clusters Score -602745.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -602748.375000 Penalty: 4405.804199
	Iteration 104Q: 3 clusters Score -602748.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -602748.937500 Penalty: 4405.804199
	Iteration 105Q: 3 clusters Score -602748.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -602748.937500 Penalty: 4405.804199
	Iteration 106F: 3 clusters Score -602748.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Entering Unmasked Estep 
Score: -1020601.125000 Penalty: 2308.611572
	Iteration 0F: 2 clusters Score -1020601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1012303.062500 Penalty: 4617.223145
	Iteration 0F: 3 clusters Score -1012303 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1015049.375000 Penalty: 4617.223145
	Iteration 1F: 3 clusters Score -1015049 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1015497.187500 Penalty: 4617.223145
	Iteration 2F: 3 clusters Score -1015497 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1016009.562500 Penalty: 4617.223145
	Iteration 3F: 3 clusters Score -1016010 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1016529.312500 Penalty: 4617.223145
	Iteration 4F: 3 clusters Score -1016529 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1016996.125000 Penalty: 4617.223145
	Iteration 5F: 3 clusters Score -1016996 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1017412.312500 Penalty: 4617.223145
	Iteration 6F: 3 clusters Score -1017412 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1017797.937500 Penalty: 4617.223145
	Iteration 7F: 3 clusters Score -1017798 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1018121.312500 Penalty: 4617.223145
	Iteration 8Q: 3 clusters Score -1018121 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1018423.750000 Penalty: 4617.223145
	Iteration 9Q: 3 clusters Score -1018424 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1018726.625000 Penalty: 4617.223145
	Iteration 10Q: 3 clusters Score -1018727 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1019093.875000 Penalty: 4617.223145
	Iteration 11Q: 3 clusters Score -1019094 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1019457.875000 Penalty: 4617.223145
	Iteration 12Q: 3 clusters Score -1019458 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1019769.812500 Penalty: 4617.223145
	Iteration 13Q: 3 clusters Score -1019770 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1020004.062500 Penalty: 4617.223145
	Iteration 14Q: 3 clusters Score -1020004 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1020141.875000 Penalty: 4617.223145
	Iteration 15Q: 3 clusters Score -1020142 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1020213.437500 Penalty: 4617.223145
	Iteration 16Q: 3 clusters Score -1020213 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1020247.250000 Penalty: 4617.223145
	Iteration 17Q: 3 clusters Score -1020247 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1020273.625000 Penalty: 4617.223145
	Iteration 18Q: 3 clusters Score -1020274 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1020295.875000 Penalty: 4617.223145
	Iteration 19Q: 3 clusters Score -1020296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1020311.812500 Penalty: 4617.223145
	Iteration 20F: 3 clusters Score -1020312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1020321.875000 Penalty: 4617.223145
	Iteration 21Q: 3 clusters Score -1020322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1020324.250000 Penalty: 4617.223145
	Iteration 22Q: 3 clusters Score -1020324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1020327.812500 Penalty: 4617.223145
	Iteration 23Q: 3 clusters Score -1020328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1020331.375000 Penalty: 4617.223145
	Iteration 24Q: 3 clusters Score -1020331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1020333.687500 Penalty: 4617.223145
	Iteration 25Q: 3 clusters Score -1020334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1020333.125000 Penalty: 4617.223145
	Iteration 26Q: 3 clusters Score -1020333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1020334.437500 Penalty: 4617.223145
	Iteration 27Q: 3 clusters Score -1020334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1020333.625000 Penalty: 4617.223145
	Iteration 28Q: 3 clusters Score -1020334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1020335.562500 Penalty: 4617.223145
	Iteration 29Q: 3 clusters Score -1020336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1020334.062500 Penalty: 4617.223145
	Iteration 30Q: 3 clusters Score -1020334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1020334.250000 Penalty: 4617.223145
	Iteration 31Q: 3 clusters Score -1020334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1020334.250000 Penalty: 4617.223145
	Iteration 32F: 3 clusters Score -1020334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (27450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Entering Unmasked Estep 
Score: -2445501.750000 Penalty: 2534.590088
	Iteration 0F: 2 clusters Score -2445502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2426552.500000 Penalty: 5069.180176
	Iteration 0F: 3 clusters Score -2426552 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2433386.000000 Penalty: 5069.180176
	Iteration 1F: 3 clusters Score -2433386 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2433998.750000 Penalty: 5069.180176
	Iteration 2F: 3 clusters Score -2433999 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2434680.750000 Penalty: 5069.180176
	Iteration 3F: 3 clusters Score -2434681 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2435583.500000 Penalty: 5069.180176
	Iteration 4F: 3 clusters Score -2435584 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2436760.500000 Penalty: 5069.180176
	Iteration 5F: 3 clusters Score -2436760 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2438154.000000 Penalty: 5069.180176
	Iteration 6F: 3 clusters Score -2438154 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2439603.500000 Penalty: 5069.180176
	Iteration 7F: 3 clusters Score -2439604 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2440837.250000 Penalty: 5069.180176
	Iteration 8F: 3 clusters Score -2440837 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2441714.500000 Penalty: 5069.180176
	Iteration 9Q: 3 clusters Score -2441714 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2442273.750000 Penalty: 5069.180176
	Iteration 10Q: 3 clusters Score -2442274 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2442643.250000 Penalty: 5069.180176
	Iteration 11Q: 3 clusters Score -2442643 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2442906.750000 Penalty: 5069.180176
	Iteration 12Q: 3 clusters Score -2442907 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2443101.250000 Penalty: 5069.180176
	Iteration 13Q: 3 clusters Score -2443101 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2443286.000000 Penalty: 5069.180176
	Iteration 14Q: 3 clusters Score -2443286 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2443419.250000 Penalty: 5069.180176
	Iteration 15Q: 3 clusters Score -2443419 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2443520.000000 Penalty: 5069.180176
	Iteration 16Q: 3 clusters Score -2443520 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2443609.500000 Penalty: 5069.180176
	Iteration 17Q: 3 clusters Score -2443610 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2443690.750000 Penalty: 5069.180176
	Iteration 18Q: 3 clusters Score -2443691 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2443739.250000 Penalty: 5069.180176
	Iteration 19Q: 3 clusters Score -2443739 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2443794.250000 Penalty: 5069.180176
	Iteration 20F: 3 clusters Score -2443794 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2443835.500000 Penalty: 5069.180176
	Iteration 21Q: 3 clusters Score -2443836 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2443849.750000 Penalty: 5069.180176
	Iteration 22Q: 3 clusters Score -2443850 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2443880.250000 Penalty: 5069.180176
	Iteration 23Q: 3 clusters Score -2443880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2443896.000000 Penalty: 5069.180176
	Iteration 24Q: 3 clusters Score -2443896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2443911.250000 Penalty: 5069.180176
	Iteration 25Q: 3 clusters Score -2443911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2443922.250000 Penalty: 5069.180176
	Iteration 26Q: 3 clusters Score -2443922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2443940.000000 Penalty: 5069.180176
	Iteration 27Q: 3 clusters Score -2443940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2443948.250000 Penalty: 5069.180176
	Iteration 28Q: 3 clusters Score -2443948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2443953.500000 Penalty: 5069.180176
	Iteration 29Q: 3 clusters Score -2443954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2443956.750000 Penalty: 5069.180176
	Iteration 30Q: 3 clusters Score -2443957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2443964.750000 Penalty: 5069.180176
	Iteration 31Q: 3 clusters Score -2443965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2443967.500000 Penalty: 5069.180176
	Iteration 32Q: 3 clusters Score -2443968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2443970.250000 Penalty: 5069.180176
	Iteration 33Q: 3 clusters Score -2443970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2443973.500000 Penalty: 5069.180176
	Iteration 34Q: 3 clusters Score -2443974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2443977.250000 Penalty: 5069.180176
	Iteration 35Q: 3 clusters Score -2443977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2443977.250000 Penalty: 5069.180176
	Iteration 36Q: 3 clusters Score -2443977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2443978.750000 Penalty: 5069.180176
	Iteration 37Q: 3 clusters Score -2443979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2443978.500000 Penalty: 5069.180176
	Iteration 38Q: 3 clusters Score -2443978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2443977.000000 Penalty: 5069.180176
	Iteration 39Q: 3 clusters Score -2443977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2443975.500000 Penalty: 5069.180176
	Iteration 40F: 3 clusters Score -2443976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2443977.250000 Penalty: 5069.180176
	Iteration 41Q: 3 clusters Score -2443977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2443977.000000 Penalty: 5069.180176
	Iteration 42Q: 3 clusters Score -2443977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2443980.500000 Penalty: 5069.180176
	Iteration 43Q: 3 clusters Score -2443980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2443980.250000 Penalty: 5069.180176
	Iteration 44Q: 3 clusters Score -2443980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2443985.000000 Penalty: 5069.180176
	Iteration 45Q: 3 clusters Score -2443985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2443985.750000 Penalty: 5069.180176
	Iteration 46Q: 3 clusters Score -2443986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2443981.250000 Penalty: 5069.180176
	Iteration 47Q: 3 clusters Score -2443981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2443983.750000 Penalty: 5069.180176
	Iteration 48Q: 3 clusters Score -2443984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2443983.750000 Penalty: 5069.180176
	Iteration 49F: 3 clusters Score -2443984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Entering Unmasked Estep 
Score: -1930716.875000 Penalty: 2464.752197
	Iteration 0F: 2 clusters Score -1930717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1916065.250000 Penalty: 4929.504395
	Iteration 0F: 3 clusters Score -1916065 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1921292.375000 Penalty: 4929.504395
	Iteration 1F: 3 clusters Score -1921292 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1921722.750000 Penalty: 4929.504395
	Iteration 2F: 3 clusters Score -1921723 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1922110.500000 Penalty: 4929.504395
	Iteration 3Q: 3 clusters Score -1922110 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1922451.625000 Penalty: 4929.504395
	Iteration 4Q: 3 clusters Score -1922452 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1922801.500000 Penalty: 4929.504395
	Iteration 5Q: 3 clusters Score -1922802 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1923182.500000 Penalty: 4929.504395
	Iteration 6Q: 3 clusters Score -1923182 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1923631.750000 Penalty: 4929.504395
	Iteration 7Q: 3 clusters Score -1923632 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1924187.625000 Penalty: 4929.504395
	Iteration 8Q: 3 clusters Score -1924188 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1924795.625000 Penalty: 4929.504395
	Iteration 9Q: 3 clusters Score -1924796 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -1925501.625000 Penalty: 4929.504395
	Iteration 10Q: 3 clusters Score -1925502 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -1926199.375000 Penalty: 4929.504395
	Iteration 11Q: 3 clusters Score -1926199 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1926830.250000 Penalty: 4929.504395
	Iteration 12Q: 3 clusters Score -1926830 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -1927330.250000 Penalty: 4929.504395
	Iteration 13Q: 3 clusters Score -1927330 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -1927688.625000 Penalty: 4929.504395
	Iteration 14Q: 3 clusters Score -1927689 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -1927944.500000 Penalty: 4929.504395
	Iteration 15Q: 3 clusters Score -1927944 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -1928137.250000 Penalty: 4929.504395
	Iteration 16Q: 3 clusters Score -1928137 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -1928272.375000 Penalty: 4929.504395
	Iteration 17Q: 3 clusters Score -1928272 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -1928381.000000 Penalty: 4929.504395
	Iteration 18Q: 3 clusters Score -1928381 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -1928466.750000 Penalty: 4929.504395
	Iteration 19Q: 3 clusters Score -1928467 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -1928520.875000 Penalty: 4929.504395
	Iteration 20F: 3 clusters Score -1928521 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -1928561.375000 Penalty: 4929.504395
	Iteration 21Q: 3 clusters Score -1928561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -1928590.000000 Penalty: 4929.504395
	Iteration 22Q: 3 clusters Score -1928590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -1928607.250000 Penalty: 4929.504395
	Iteration 23Q: 3 clusters Score -1928607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -1928619.750000 Penalty: 4929.504395
	Iteration 24Q: 3 clusters Score -1928620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -1928625.875000 Penalty: 4929.504395
	Iteration 25Q: 3 clusters Score -1928626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -1928630.875000 Penalty: 4929.504395
	Iteration 26Q: 3 clusters Score -1928631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -1928634.000000 Penalty: 4929.504395
	Iteration 27Q: 3 clusters Score -1928634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -1928643.250000 Penalty: 4929.504395
	Iteration 28Q: 3 clusters Score -1928643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -1928649.625000 Penalty: 4929.504395
	Iteration 29Q: 3 clusters Score -1928650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -1928655.625000 Penalty: 4929.504395
	Iteration 30Q: 3 clusters Score -1928656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -1928654.125000 Penalty: 4929.504395
	Iteration 31Q: 3 clusters Score -1928654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -1928654.500000 Penalty: 4929.504395
	Iteration 32Q: 3 clusters Score -1928654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -1928654.500000 Penalty: 4929.504395
	Iteration 33F: 3 clusters Score -1928654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Entering Unmasked Estep 
Score: -670748.437500 Penalty: 2203.383301
	Iteration 0F: 2 clusters Score -670748.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -664876.562500 Penalty: 4406.766602
	Iteration 0F: 3 clusters Score -664876.6 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -666476.687500 Penalty: 4406.766602
	Iteration 1F: 3 clusters Score -666476.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -666738.250000 Penalty: 4406.766602
	Iteration 2F: 3 clusters Score -666738.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -666927.562500 Penalty: 4406.766602
	Iteration 3F: 3 clusters Score -666927.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -667063.187500 Penalty: 4406.766602
	Iteration 4Q: 3 clusters Score -667063.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -667188.437500 Penalty: 4406.766602
	Iteration 5Q: 3 clusters Score -667188.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -667297.187500 Penalty: 4406.766602
	Iteration 6Q: 3 clusters Score -667297.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -667437.750000 Penalty: 4406.766602
	Iteration 7Q: 3 clusters Score -667437.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -667606.000000 Penalty: 4406.766602
	Iteration 8Q: 3 clusters Score -667606 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -667808.562500 Penalty: 4406.766602
	Iteration 9Q: 3 clusters Score -667808.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -668035.937500 Penalty: 4406.766602
	Iteration 10Q: 3 clusters Score -668035.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -668282.500000 Penalty: 4406.766602
	Iteration 11Q: 3 clusters Score -668282.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -668503.062500 Penalty: 4406.766602
	Iteration 12Q: 3 clusters Score -668503.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -668648.312500 Penalty: 4406.766602
	Iteration 13Q: 3 clusters Score -668648.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -668745.625000 Penalty: 4406.766602
	Iteration 14Q: 3 clusters Score -668745.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -668819.062500 Penalty: 4406.766602
	Iteration 15Q: 3 clusters Score -668819.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -668876.625000 Penalty: 4406.766602
	Iteration 16Q: 3 clusters Score -668876.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -668912.375000 Penalty: 4406.766602
	Iteration 17Q: 3 clusters Score -668912.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -668940.562500 Penalty: 4406.766602
	Iteration 18Q: 3 clusters Score -668940.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -668963.500000 Penalty: 4406.766602
	Iteration 19Q: 3 clusters Score -668963.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -668987.937500 Penalty: 4406.766602
	Iteration 20F: 3 clusters Score -668987.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -669001.250000 Penalty: 4406.766602
	Iteration 21Q: 3 clusters Score -669001.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -669010.125000 Penalty: 4406.766602
	Iteration 22Q: 3 clusters Score -669010.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -669021.875000 Penalty: 4406.766602
	Iteration 23Q: 3 clusters Score -669021.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -669033.875000 Penalty: 4406.766602
	Iteration 24Q: 3 clusters Score -669033.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -669041.937500 Penalty: 4406.766602
	Iteration 25Q: 3 clusters Score -669041.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -669051.562500 Penalty: 4406.766602
	Iteration 26Q: 3 clusters Score -669051.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -669060.000000 Penalty: 4406.766602
	Iteration 27Q: 3 clusters Score -669060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -669066.312500 Penalty: 4406.766602
	Iteration 28Q: 3 clusters Score -669066.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -669074.062500 Penalty: 4406.766602
	Iteration 29Q: 3 clusters Score -669074.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -669079.250000 Penalty: 4406.766602
	Iteration 30Q: 3 clusters Score -669079.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -669082.312500 Penalty: 4406.766602
	Iteration 31Q: 3 clusters Score -669082.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -669085.937500 Penalty: 4406.766602
	Iteration 32Q: 3 clusters Score -669085.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -669090.125000 Penalty: 4406.766602
	Iteration 33Q: 3 clusters Score -669090.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -669094.812500 Penalty: 4406.766602
	Iteration 34Q: 3 clusters Score -669094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -669095.000000 Penalty: 4406.766602
	Iteration 35Q: 3 clusters Score -669095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -669096.250000 Penalty: 4406.766602
	Iteration 36Q: 3 clusters Score -669096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -669097.500000 Penalty: 4406.766602
	Iteration 37Q: 3 clusters Score -669097.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -669097.500000 Penalty: 4406.766602
	Iteration 38F: 3 clusters Score -669097.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -979203.937500 Penalty: 2293.413574
	Iteration 0F: 2 clusters Score -979203.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -971342.562500 Penalty: 4586.827148
	Iteration 0F: 3 clusters Score -971342.6 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -973726.562500 Penalty: 4586.827148
	Iteration 1F: 3 clusters Score -973726.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -974159.125000 Penalty: 4586.827148
	Iteration 2F: 3 clusters Score -974159.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -974661.000000 Penalty: 4586.827148
	Iteration 3F: 3 clusters Score -974661 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -975258.812500 Penalty: 4586.827148
	Iteration 4F: 3 clusters Score -975258.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -975898.437500 Penalty: 4586.827148
	Iteration 5F: 3 clusters Score -975898.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -976589.687500 Penalty: 4586.827148
	Iteration 6F: 3 clusters Score -976589.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -977219.125000 Penalty: 4586.827148
	Iteration 7F: 3 clusters Score -977219.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -977604.125000 Penalty: 4586.827148
	Iteration 8F: 3 clusters Score -977604.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -977764.000000 Penalty: 4586.827148
	Iteration 9Q: 3 clusters Score -977764 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -977852.375000 Penalty: 4586.827148
	Iteration 10Q: 3 clusters Score -977852.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -977899.187500 Penalty: 4586.827148
	Iteration 11Q: 3 clusters Score -977899.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -977921.562500 Penalty: 4586.827148
	Iteration 12Q: 3 clusters Score -977921.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -977938.125000 Penalty: 4586.827148
	Iteration 13Q: 3 clusters Score -977938.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -977943.750000 Penalty: 4586.827148
	Iteration 14Q: 3 clusters Score -977943.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -977947.000000 Penalty: 4586.827148
	Iteration 15Q: 3 clusters Score -977947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -977948.937500 Penalty: 4586.827148
	Iteration 16Q: 3 clusters Score -977948.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -977950.687500 Penalty: 4586.827148
	Iteration 17Q: 3 clusters Score -977950.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -977951.875000 Penalty: 4586.827148
	Iteration 18Q: 3 clusters Score -977951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -977952.312500 Penalty: 4586.827148
	Iteration 19Q: 3 clusters Score -977952.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -977952.937500 Penalty: 4586.827148
	Iteration 20F: 3 clusters Score -977952.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Entering Unmasked Estep 
Score: -660327.500000 Penalty: 2205.503906
	Iteration 0F: 2 clusters Score -660327.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -654409.062500 Penalty: 4411.007812
	Iteration 0F: 3 clusters Score -654409.1 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -655945.750000 Penalty: 4411.007812
	Iteration 1F: 3 clusters Score -655945.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -656258.500000 Penalty: 4411.007812
	Iteration 2F: 3 clusters Score -656258.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -656493.562500 Penalty: 4411.007812
	Iteration 3F: 3 clusters Score -656493.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -656702.687500 Penalty: 4411.007812
	Iteration 4Q: 3 clusters Score -656702.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -656868.062500 Penalty: 4411.007812
	Iteration 5Q: 3 clusters Score -656868.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -657001.375000 Penalty: 4411.007812
	Iteration 6Q: 3 clusters Score -657001.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -657113.937500 Penalty: 4411.007812
	Iteration 7Q: 3 clusters Score -657113.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -657218.625000 Penalty: 4411.007812
	Iteration 8Q: 3 clusters Score -657218.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -657315.625000 Penalty: 4411.007812
	Iteration 9Q: 3 clusters Score -657315.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -657400.750000 Penalty: 4411.007812
	Iteration 10Q: 3 clusters Score -657400.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -657457.500000 Penalty: 4411.007812
	Iteration 11Q: 3 clusters Score -657457.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -657508.187500 Penalty: 4411.007812
	Iteration 12Q: 3 clusters Score -657508.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -657559.500000 Penalty: 4411.007812
	Iteration 13Q: 3 clusters Score -657559.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -657603.500000 Penalty: 4411.007812
	Iteration 14Q: 3 clusters Score -657603.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -657648.500000 Penalty: 4411.007812
	Iteration 15Q: 3 clusters Score -657648.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -657683.875000 Penalty: 4411.007812
	Iteration 16Q: 3 clusters Score -657683.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -657722.062500 Penalty: 4411.007812
	Iteration 17Q: 3 clusters Score -657722.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -657754.937500 Penalty: 4411.007812
	Iteration 18Q: 3 clusters Score -657754.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -657778.187500 Penalty: 4411.007812
	Iteration 19Q: 3 clusters Score -657778.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -657801.812500 Penalty: 4411.007812
	Iteration 20F: 3 clusters Score -657801.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -657828.437500 Penalty: 4411.007812
	Iteration 21Q: 3 clusters Score -657828.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -657851.937500 Penalty: 4411.007812
	Iteration 22Q: 3 clusters Score -657851.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -657879.062500 Penalty: 4411.007812
	Iteration 23Q: 3 clusters Score -657879.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -657900.687500 Penalty: 4411.007812
	Iteration 24Q: 3 clusters Score -657900.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -657927.125000 Penalty: 4411.007812
	Iteration 25Q: 3 clusters Score -657927.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -657953.437500 Penalty: 4411.007812
	Iteration 26Q: 3 clusters Score -657953.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -657976.875000 Penalty: 4411.007812
	Iteration 27Q: 3 clusters Score -657976.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -657996.562500 Penalty: 4411.007812
	Iteration 28Q: 3 clusters Score -657996.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -658014.312500 Penalty: 4411.007812
	Iteration 29Q: 3 clusters Score -658014.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -658031.062500 Penalty: 4411.007812
	Iteration 30Q: 3 clusters Score -658031.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -658039.750000 Penalty: 4411.007812
	Iteration 31Q: 3 clusters Score -658039.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -658049.062500 Penalty: 4411.007812
	Iteration 32Q: 3 clusters Score -658049.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -658058.437500 Penalty: 4411.007812
	Iteration 33Q: 3 clusters Score -658058.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -658070.000000 Penalty: 4411.007812
	Iteration 34Q: 3 clusters Score -658070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -658079.250000 Penalty: 4411.007812
	Iteration 35Q: 3 clusters Score -658079.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -658090.875000 Penalty: 4411.007812
	Iteration 36Q: 3 clusters Score -658090.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -658100.375000 Penalty: 4411.007812
	Iteration 37Q: 3 clusters Score -658100.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -658113.000000 Penalty: 4411.007812
	Iteration 38Q: 3 clusters Score -658113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -658124.937500 Penalty: 4411.007812
	Iteration 39Q: 3 clusters Score -658124.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -658143.312500 Penalty: 4411.007812
	Iteration 40F: 3 clusters Score -658143.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -658174.500000 Penalty: 4411.007812
	Iteration 41Q: 3 clusters Score -658174.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -658217.875000 Penalty: 4411.007812
	Iteration 42Q: 3 clusters Score -658217.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -658258.500000 Penalty: 4411.007812
	Iteration 43Q: 3 clusters Score -658258.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -658287.687500 Penalty: 4411.007812
	Iteration 44Q: 3 clusters Score -658287.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -658313.000000 Penalty: 4411.007812
	Iteration 45Q: 3 clusters Score -658313 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -658337.500000 Penalty: 4411.007812
	Iteration 46Q: 3 clusters Score -658337.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -658355.375000 Penalty: 4411.007812
	Iteration 47Q: 3 clusters Score -658355.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -658376.562500 Penalty: 4411.007812
	Iteration 48Q: 3 clusters Score -658376.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -658400.625000 Penalty: 4411.007812
	Iteration 49Q: 3 clusters Score -658400.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -658421.000000 Penalty: 4411.007812
	Iteration 50Q: 3 clusters Score -658421 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -658445.687500 Penalty: 4411.007812
	Iteration 51Q: 3 clusters Score -658445.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -658470.812500 Penalty: 4411.007812
	Iteration 52Q: 3 clusters Score -658470.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -658491.187500 Penalty: 4411.007812
	Iteration 53Q: 3 clusters Score -658491.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -658510.750000 Penalty: 4411.007812
	Iteration 54Q: 3 clusters Score -658510.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -658533.312500 Penalty: 4411.007812
	Iteration 55Q: 3 clusters Score -658533.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -658558.687500 Penalty: 4411.007812
	Iteration 56Q: 3 clusters Score -658558.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -658595.312500 Penalty: 4411.007812
	Iteration 57Q: 3 clusters Score -658595.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -658627.125000 Penalty: 4411.007812
	Iteration 58Q: 3 clusters Score -658627.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -658693.812500 Penalty: 4411.007812
	Iteration 59Q: 3 clusters Score -658693.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -658803.937500 Penalty: 4411.007812
	Iteration 60F: 3 clusters Score -658803.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -658965.125000 Penalty: 4411.007812
	Iteration 61Q: 3 clusters Score -658965.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -659089.687500 Penalty: 4411.007812
	Iteration 62Q: 3 clusters Score -659089.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -659176.937500 Penalty: 4411.007812
	Iteration 63Q: 3 clusters Score -659176.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -659242.375000 Penalty: 4411.007812
	Iteration 64Q: 3 clusters Score -659242.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -659283.375000 Penalty: 4411.007812
	Iteration 65Q: 3 clusters Score -659283.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -659319.875000 Penalty: 4411.007812
	Iteration 66Q: 3 clusters Score -659319.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -659343.812500 Penalty: 4411.007812
	Iteration 67Q: 3 clusters Score -659343.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -659365.000000 Penalty: 4411.007812
	Iteration 68Q: 3 clusters Score -659365 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -659386.062500 Penalty: 4411.007812
	Iteration 69Q: 3 clusters Score -659386.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -659409.562500 Penalty: 4411.007812
	Iteration 70Q: 3 clusters Score -659409.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -659435.500000 Penalty: 4411.007812
	Iteration 71Q: 3 clusters Score -659435.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -659451.312500 Penalty: 4411.007812
	Iteration 72Q: 3 clusters Score -659451.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -659465.687500 Penalty: 4411.007812
	Iteration 73Q: 3 clusters Score -659465.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -659479.125000 Penalty: 4411.007812
	Iteration 74Q: 3 clusters Score -659479.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -659489.125000 Penalty: 4411.007812
	Iteration 75Q: 3 clusters Score -659489.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -659504.500000 Penalty: 4411.007812
	Iteration 76Q: 3 clusters Score -659504.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -659520.437500 Penalty: 4411.007812
	Iteration 77Q: 3 clusters Score -659520.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -659537.875000 Penalty: 4411.007812
	Iteration 78Q: 3 clusters Score -659537.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -659558.250000 Penalty: 4411.007812
	Iteration 79Q: 3 clusters Score -659558.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -659575.187500 Penalty: 4411.007812
	Iteration 80F: 3 clusters Score -659575.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -659596.000000 Penalty: 4411.007812
	Iteration 81Q: 3 clusters Score -659596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -659621.812500 Penalty: 4411.007812
	Iteration 82Q: 3 clusters Score -659621.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -659654.250000 Penalty: 4411.007812
	Iteration 83Q: 3 clusters Score -659654.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -659685.562500 Penalty: 4411.007812
	Iteration 84Q: 3 clusters Score -659685.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -659733.062500 Penalty: 4411.007812
	Iteration 85Q: 3 clusters Score -659733.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -659822.375000 Penalty: 4411.007812
	Iteration 86Q: 3 clusters Score -659822.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -660035.312500 Penalty: 4411.007812
	Iteration 87Q: 3 clusters Score -660035.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -660489.500000 Penalty: 4411.007812
	Iteration 88Q: 3 clusters Score -660489.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -660717.312500 Penalty: 4411.007812
	Iteration 89Q: 3 clusters Score -660717.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -660756.250000 Penalty: 4411.007812
	Iteration 90Q: 3 clusters Score -660756.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -660765.937500 Penalty: 4411.007812
	Iteration 91Q: 3 clusters Score -660765.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -660768.375000 Penalty: 4411.007812
	Iteration 92Q: 3 clusters Score -660768.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -660771.812500 Penalty: 4411.007812
	Iteration 93Q: 3 clusters Score -660771.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -660772.312500 Penalty: 4411.007812
	Iteration 94Q: 3 clusters Score -660772.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -660775.375000 Penalty: 4411.007812
	Iteration 95Q: 3 clusters Score -660775.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -660777.125000 Penalty: 4411.007812
	Iteration 96Q: 3 clusters Score -660777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -660777.250000 Penalty: 4411.007812
	Iteration 97Q: 3 clusters Score -660777.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -660776.312500 Penalty: 4411.007812
	Iteration 98Q: 3 clusters Score -660776.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -660776.312500 Penalty: 4411.007812
	Iteration 99F: 3 clusters Score -660776.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 11790 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 220189 members 
Mstep: Class 5 contains 102320 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 137031 members 
Mstep: Class 9 contains 44414 members 
Mstep: Class 10 contains 10247 members 
Mstep: Class 11 contains 4789 members 
Mstep: Class 12 contains 8966 members 
Mstep: Class 13 contains 26847 members 
Mstep: Class 14 contains 309056 members 
Mstep: Class 15 contains 5233 members 
Mstep: Class 16 contains 24593 members 
Mstep: Class 17 contains 223527 members 
Mstep: Class 18 contains 10368 members 
Mstep: Class 19 contains 22709 members 
Mstep: Class 20 contains 11313 members 
Mstep: Class 21 contains 228864 members 
Mstep: Class 22 contains 13143 members 
Mstep: Class 23 contains 64131 members 
Mstep: Class 24 contains 9941 members 
Mstep: Class 25 contains 4493 members 
Mstep: Class 26 contains 6709 members 
Mstep: Class 27 contains 9929 members 
Mstep: Class 28 contains 7206 members 
Mstep: Class 29 contains 11036 members 
Mstep: Class 30 contains 27450 members 
Mstep: Class 31 contains 20713 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 10380 members 
Mstep: Class 34 contains 1923 members 
Mstep: Class 35 contains 5359 members 
Entering Unmasked Estep 
Score: -157695216.000000 Penalty: 124380.453125
Splitting cluster 34 changes total score from -157695824.000000 to -157695216.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 11790 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 220189 members 
Mstep: Class 5 contains 102320 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 137031 members 
Mstep: Class 9 contains 44414 members 
Mstep: Class 10 contains 10247 members 
Mstep: Class 11 contains 4789 members 
Mstep: Class 12 contains 8966 members 
Mstep: Class 13 contains 26847 members 
Mstep: Class 14 contains 309056 members 
Mstep: Class 15 contains 5233 members 
Mstep: Class 16 contains 24593 members 
Mstep: Class 17 contains 223527 members 
Mstep: Class 18 contains 10368 members 
Mstep: Class 19 contains 22709 members 
Mstep: Class 20 contains 11313 members 
Mstep: Class 21 contains 228864 members 
Mstep: Class 22 contains 13143 members 
Mstep: Class 23 contains 64131 members 
Mstep: Class 24 contains 9941 members 
Mstep: Class 25 contains 4493 members 
Mstep: Class 26 contains 6709 members 
Mstep: Class 27 contains 9929 members 
Mstep: Class 28 contains 7206 members 
Mstep: Class 29 contains 11036 members 
Mstep: Class 30 contains 27450 members 
Mstep: Class 31 contains 20713 members 
Mstep: Class 32 contains 7220 members 
Mstep: Class 33 contains 10380 members 
Mstep: Class 34 contains 7282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695952.000000 Penalty: 120826.726562
Iteration 199Q: 35 clusters Score -1.57696e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 11789 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 220196 members 
Mstep: Class 5 contains 102320 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 137019 members 
Mstep: Class 9 contains 44404 members 
Mstep: Class 10 contains 10248 members 
Mstep: Class 11 contains 4787 members 
Mstep: Class 12 contains 8950 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 309050 members 
Mstep: Class 15 contains 5233 members 
Mstep: Class 16 contains 24600 members 
Mstep: Class 17 contains 223519 members 
Mstep: Class 18 contains 10369 members 
Mstep: Class 19 contains 22715 members 
Mstep: Class 20 contains 11313 members 
Mstep: Class 21 contains 228865 members 
Mstep: Class 22 contains 13143 members 
Mstep: Class 23 contains 64133 members 
Mstep: Class 24 contains 9949 members 
Mstep: Class 25 contains 4497 members 
Mstep: Class 26 contains 6707 members 
Mstep: Class 27 contains 9927 members 
Mstep: Class 28 contains 7215 members 
Mstep: Class 29 contains 11035 members 
Mstep: Class 30 contains 27391 members 
Mstep: Class 31 contains 20754 members 
Mstep: Class 32 contains 7235 members 
Mstep: Class 33 contains 10382 members 
Mstep: Class 34 contains 7285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695888.000000 Penalty: 120826.726562
Iteration 200F: 35 clusters Score -1.576959e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 11790 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 220199 members 
Mstep: Class 5 contains 102318 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 137015 members 
Mstep: Class 9 contains 44400 members 
Mstep: Class 10 contains 10252 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 8933 members 
Mstep: Class 13 contains 26852 members 
Mstep: Class 14 contains 309042 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 24601 members 
Mstep: Class 17 contains 223510 members 
Mstep: Class 18 contains 10372 members 
Mstep: Class 19 contains 22720 members 
Mstep: Class 20 contains 11314 members 
Mstep: Class 21 contains 228865 members 
Mstep: Class 22 contains 13143 members 
Mstep: Class 23 contains 64134 members 
Mstep: Class 24 contains 9954 members 
Mstep: Class 25 contains 4501 members 
Mstep: Class 26 contains 6710 members 
Mstep: Class 27 contains 9935 members 
Mstep: Class 28 contains 7227 members 
Mstep: Class 29 contains 11035 members 
Mstep: Class 30 contains 27328 members 
Mstep: Class 31 contains 20784 members 
Mstep: Class 32 contains 7250 members 
Mstep: Class 33 contains 10386 members 
Mstep: Class 34 contains 7287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695856.000000 Penalty: 120826.726562
Iteration 201Q: 35 clusters Score -1.576959e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 11794 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 220200 members 
Mstep: Class 5 contains 102318 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 137008 members 
Mstep: Class 9 contains 44396 members 
Mstep: Class 10 contains 10256 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 8922 members 
Mstep: Class 13 contains 26856 members 
Mstep: Class 14 contains 309027 members 
Mstep: Class 15 contains 5232 members 
Mstep: Class 16 contains 24601 members 
Mstep: Class 17 contains 223507 members 
Mstep: Class 18 contains 10372 members 
Mstep: Class 19 contains 22720 members 
Mstep: Class 20 contains 11314 members 
Mstep: Class 21 contains 228865 members 
Mstep: Class 22 contains 13143 members 
Mstep: Class 23 contains 64131 members 
Mstep: Class 24 contains 9962 members 
Mstep: Class 25 contains 4506 members 
Mstep: Class 26 contains 6713 members 
Mstep: Class 27 contains 9945 members 
Mstep: Class 28 contains 7233 members 
Mstep: Class 29 contains 11034 members 
Mstep: Class 30 contains 27266 members 
Mstep: Class 31 contains 20817 members 
Mstep: Class 32 contains 7269 members 
Mstep: Class 33 contains 10393 members 
Mstep: Class 34 contains 7288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695792.000000 Penalty: 120826.726562
Iteration 202Q: 35 clusters Score -1.576958e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 11795 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 220193 members 
Mstep: Class 5 contains 102318 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 137007 members 
Mstep: Class 9 contains 44387 members 
Mstep: Class 10 contains 10253 members 
Mstep: Class 11 contains 4789 members 
Mstep: Class 12 contains 8900 members 
Mstep: Class 13 contains 26862 members 
Mstep: Class 14 contains 309027 members 
Mstep: Class 15 contains 5230 members 
Mstep: Class 16 contains 24604 members 
Mstep: Class 17 contains 223505 members 
Mstep: Class 18 contains 10373 members 
Mstep: Class 19 contains 22719 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 228866 members 
Mstep: Class 22 contains 13143 members 
Mstep: Class 23 contains 64126 members 
Mstep: Class 24 contains 9970 members 
Mstep: Class 25 contains 4510 members 
Mstep: Class 26 contains 6718 members 
Mstep: Class 27 contains 9949 members 
Mstep: Class 28 contains 7245 members 
Mstep: Class 29 contains 11032 members 
Mstep: Class 30 contains 27211 members 
Mstep: Class 31 contains 20848 members 
Mstep: Class 32 contains 7287 members 
Mstep: Class 33 contains 10400 members 
Mstep: Class 34 contains 7288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695728.000000 Penalty: 120826.726562
Iteration 203Q: 35 clusters Score -1.576957e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 11796 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 220185 members 
Mstep: Class 5 contains 102317 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 137005 members 
Mstep: Class 9 contains 44390 members 
Mstep: Class 10 contains 10253 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8880 members 
Mstep: Class 13 contains 26860 members 
Mstep: Class 14 contains 309015 members 
Mstep: Class 15 contains 5231 members 
Mstep: Class 16 contains 24608 members 
Mstep: Class 17 contains 223495 members 
Mstep: Class 18 contains 10374 members 
Mstep: Class 19 contains 22719 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 228866 members 
Mstep: Class 22 contains 13143 members 
Mstep: Class 23 contains 64120 members 
Mstep: Class 24 contains 9975 members 
Mstep: Class 25 contains 4512 members 
Mstep: Class 26 contains 6724 members 
Mstep: Class 27 contains 9960 members 
Mstep: Class 28 contains 7253 members 
Mstep: Class 29 contains 11032 members 
Mstep: Class 30 contains 27152 members 
Mstep: Class 31 contains 20884 members 
Mstep: Class 32 contains 7310 members 
Mstep: Class 33 contains 10406 members 
Mstep: Class 34 contains 7288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695696.000000 Penalty: 120826.726562
Iteration 204Q: 35 clusters Score -1.576957e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 11796 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 220167 members 
Mstep: Class 5 contains 102315 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21202 members 
Mstep: Class 8 contains 137002 members 
Mstep: Class 9 contains 44390 members 
Mstep: Class 10 contains 10253 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8874 members 
Mstep: Class 13 contains 26860 members 
Mstep: Class 14 contains 309015 members 
Mstep: Class 15 contains 5232 members 
Mstep: Class 16 contains 24609 members 
Mstep: Class 17 contains 223488 members 
Mstep: Class 18 contains 10376 members 
Mstep: Class 19 contains 22721 members 
Mstep: Class 20 contains 11317 members 
Mstep: Class 21 contains 228870 members 
Mstep: Class 22 contains 13142 members 
Mstep: Class 23 contains 64115 members 
Mstep: Class 24 contains 9990 members 
Mstep: Class 25 contains 4516 members 
Mstep: Class 26 contains 6730 members 
Mstep: Class 27 contains 9968 members 
Mstep: Class 28 contains 7255 members 
Mstep: Class 29 contains 11032 members 
Mstep: Class 30 contains 27092 members 
Mstep: Class 31 contains 20913 members 
Mstep: Class 32 contains 7327 members 
Mstep: Class 33 contains 10409 members 
Mstep: Class 34 contains 7294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695856.000000 Penalty: 120826.726562
Iteration 205Q: 35 clusters Score -1.576959e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 11799 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 220158 members 
Mstep: Class 5 contains 102312 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136997 members 
Mstep: Class 9 contains 44389 members 
Mstep: Class 10 contains 10258 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8860 members 
Mstep: Class 13 contains 26862 members 
Mstep: Class 14 contains 309008 members 
Mstep: Class 15 contains 5234 members 
Mstep: Class 16 contains 24612 members 
Mstep: Class 17 contains 223484 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 22724 members 
Mstep: Class 20 contains 11319 members 
Mstep: Class 21 contains 228871 members 
Mstep: Class 22 contains 13141 members 
Mstep: Class 23 contains 64114 members 
Mstep: Class 24 contains 9999 members 
Mstep: Class 25 contains 4517 members 
Mstep: Class 26 contains 6733 members 
Mstep: Class 27 contains 9975 members 
Mstep: Class 28 contains 7259 members 
Mstep: Class 29 contains 11032 members 
Mstep: Class 30 contains 27034 members 
Mstep: Class 31 contains 20943 members 
Mstep: Class 32 contains 7339 members 
Mstep: Class 33 contains 10420 members 
Mstep: Class 34 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695936.000000 Penalty: 120826.726562
Iteration 206Q: 35 clusters Score -1.576959e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 11797 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 220157 members 
Mstep: Class 5 contains 102310 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136989 members 
Mstep: Class 9 contains 44394 members 
Mstep: Class 10 contains 10262 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8857 members 
Mstep: Class 13 contains 26857 members 
Mstep: Class 14 contains 308999 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 24614 members 
Mstep: Class 17 contains 223483 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 22727 members 
Mstep: Class 20 contains 11322 members 
Mstep: Class 21 contains 228874 members 
Mstep: Class 22 contains 13139 members 
Mstep: Class 23 contains 64109 members 
Mstep: Class 24 contains 10007 members 
Mstep: Class 25 contains 4519 members 
Mstep: Class 26 contains 6737 members 
Mstep: Class 27 contains 9984 members 
Mstep: Class 28 contains 7268 members 
Mstep: Class 29 contains 11026 members 
Mstep: Class 30 contains 26977 members 
Mstep: Class 31 contains 20969 members 
Mstep: Class 32 contains 7351 members 
Mstep: Class 33 contains 10426 members 
Mstep: Class 34 contains 7293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695920.000000 Penalty: 120826.726562
Iteration 207Q: 35 clusters Score -1.576959e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 220150 members 
Mstep: Class 5 contains 102310 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136982 members 
Mstep: Class 9 contains 44392 members 
Mstep: Class 10 contains 10270 members 
Mstep: Class 11 contains 4788 members 
Mstep: Class 12 contains 8856 members 
Mstep: Class 13 contains 26853 members 
Mstep: Class 14 contains 309002 members 
Mstep: Class 15 contains 5234 members 
Mstep: Class 16 contains 24619 members 
Mstep: Class 17 contains 223474 members 
Mstep: Class 18 contains 10381 members 
Mstep: Class 19 contains 22728 members 
Mstep: Class 20 contains 11323 members 
Mstep: Class 21 contains 228876 members 
Mstep: Class 22 contains 13138 members 
Mstep: Class 23 contains 64105 members 
Mstep: Class 24 contains 10013 members 
Mstep: Class 25 contains 4521 members 
Mstep: Class 26 contains 6739 members 
Mstep: Class 27 contains 9989 members 
Mstep: Class 28 contains 7278 members 
Mstep: Class 29 contains 11024 members 
Mstep: Class 30 contains 26914 members 
Mstep: Class 31 contains 20989 members 
Mstep: Class 32 contains 7363 members 
Mstep: Class 33 contains 10434 members 
Mstep: Class 34 contains 7299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695616.000000 Penalty: 120826.726562
Iteration 208Q: 35 clusters Score -1.576956e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 11797 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 220149 members 
Mstep: Class 5 contains 102307 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136979 members 
Mstep: Class 9 contains 44392 members 
Mstep: Class 10 contains 10275 members 
Mstep: Class 11 contains 4787 members 
Mstep: Class 12 contains 8852 members 
Mstep: Class 13 contains 26851 members 
Mstep: Class 14 contains 309001 members 
Mstep: Class 15 contains 5232 members 
Mstep: Class 16 contains 24623 members 
Mstep: Class 17 contains 223471 members 
Mstep: Class 18 contains 10382 members 
Mstep: Class 19 contains 22728 members 
Mstep: Class 20 contains 11324 members 
Mstep: Class 21 contains 228877 members 
Mstep: Class 22 contains 13137 members 
Mstep: Class 23 contains 64104 members 
Mstep: Class 24 contains 10021 members 
Mstep: Class 25 contains 4522 members 
Mstep: Class 26 contains 6740 members 
Mstep: Class 27 contains 9996 members 
Mstep: Class 28 contains 7291 members 
Mstep: Class 29 contains 11022 members 
Mstep: Class 30 contains 26851 members 
Mstep: Class 31 contains 21014 members 
Mstep: Class 32 contains 7371 members 
Mstep: Class 33 contains 10438 members 
Mstep: Class 34 contains 7302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695584.000000 Penalty: 120826.726562
Iteration 209Q: 35 clusters Score -1.576956e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 11797 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 220138 members 
Mstep: Class 5 contains 102304 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136976 members 
Mstep: Class 9 contains 44389 members 
Mstep: Class 10 contains 10284 members 
Mstep: Class 11 contains 4787 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 26848 members 
Mstep: Class 14 contains 309002 members 
Mstep: Class 15 contains 5233 members 
Mstep: Class 16 contains 24623 members 
Mstep: Class 17 contains 223468 members 
Mstep: Class 18 contains 10383 members 
Mstep: Class 19 contains 22729 members 
Mstep: Class 20 contains 11326 members 
Mstep: Class 21 contains 228877 members 
Mstep: Class 22 contains 13135 members 
Mstep: Class 23 contains 64102 members 
Mstep: Class 24 contains 10029 members 
Mstep: Class 25 contains 4527 members 
Mstep: Class 26 contains 6743 members 
Mstep: Class 27 contains 10006 members 
Mstep: Class 28 contains 7304 members 
Mstep: Class 29 contains 11015 members 
Mstep: Class 30 contains 26792 members 
Mstep: Class 31 contains 21040 members 
Mstep: Class 32 contains 7378 members 
Mstep: Class 33 contains 10439 members 
Mstep: Class 34 contains 7303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695648.000000 Penalty: 120826.726562
Iteration 210Q: 35 clusters Score -1.576956e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 220144 members 
Mstep: Class 5 contains 102303 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136974 members 
Mstep: Class 9 contains 44384 members 
Mstep: Class 10 contains 10286 members 
Mstep: Class 11 contains 4783 members 
Mstep: Class 12 contains 8852 members 
Mstep: Class 13 contains 26848 members 
Mstep: Class 14 contains 309002 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 24620 members 
Mstep: Class 17 contains 223465 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22729 members 
Mstep: Class 20 contains 11326 members 
Mstep: Class 21 contains 228878 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 64100 members 
Mstep: Class 24 contains 10035 members 
Mstep: Class 25 contains 4527 members 
Mstep: Class 26 contains 6748 members 
Mstep: Class 27 contains 10009 members 
Mstep: Class 28 contains 7316 members 
Mstep: Class 29 contains 11011 members 
Mstep: Class 30 contains 26742 members 
Mstep: Class 31 contains 21062 members 
Mstep: Class 32 contains 7384 members 
Mstep: Class 33 contains 10440 members 
Mstep: Class 34 contains 7305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695760.000000 Penalty: 120826.726562
Iteration 211Q: 35 clusters Score -1.576958e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 11797 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 220141 members 
Mstep: Class 5 contains 102298 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136969 members 
Mstep: Class 9 contains 44382 members 
Mstep: Class 10 contains 10285 members 
Mstep: Class 11 contains 4780 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 26848 members 
Mstep: Class 14 contains 308995 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 24623 members 
Mstep: Class 17 contains 223459 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22731 members 
Mstep: Class 20 contains 11327 members 
Mstep: Class 21 contains 228878 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64099 members 
Mstep: Class 24 contains 10045 members 
Mstep: Class 25 contains 4530 members 
Mstep: Class 26 contains 6754 members 
Mstep: Class 27 contains 10015 members 
Mstep: Class 28 contains 7332 members 
Mstep: Class 29 contains 11005 members 
Mstep: Class 30 contains 26698 members 
Mstep: Class 31 contains 21076 members 
Mstep: Class 32 contains 7390 members 
Mstep: Class 33 contains 10442 members 
Mstep: Class 34 contains 7307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695872.000000 Penalty: 120826.726562
Iteration 212Q: 35 clusters Score -1.576959e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 220139 members 
Mstep: Class 5 contains 102296 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 136966 members 
Mstep: Class 9 contains 44381 members 
Mstep: Class 10 contains 10286 members 
Mstep: Class 11 contains 4780 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 26846 members 
Mstep: Class 14 contains 308987 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 24620 members 
Mstep: Class 17 contains 223457 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22733 members 
Mstep: Class 20 contains 11327 members 
Mstep: Class 21 contains 228877 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64096 members 
Mstep: Class 24 contains 10060 members 
Mstep: Class 25 contains 4532 members 
Mstep: Class 26 contains 6759 members 
Mstep: Class 27 contains 10018 members 
Mstep: Class 28 contains 7341 members 
Mstep: Class 29 contains 11002 members 
Mstep: Class 30 contains 26660 members 
Mstep: Class 31 contains 21090 members 
Mstep: Class 32 contains 7395 members 
Mstep: Class 33 contains 10445 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695984.000000 Penalty: 120826.726562
Iteration 213Q: 35 clusters Score -1.57696e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 220131 members 
Mstep: Class 5 contains 102294 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21207 members 
Mstep: Class 8 contains 136958 members 
Mstep: Class 9 contains 44373 members 
Mstep: Class 10 contains 10291 members 
Mstep: Class 11 contains 4781 members 
Mstep: Class 12 contains 8855 members 
Mstep: Class 13 contains 26843 members 
Mstep: Class 14 contains 308984 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 24620 members 
Mstep: Class 17 contains 223457 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22732 members 
Mstep: Class 20 contains 11327 members 
Mstep: Class 21 contains 228877 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64094 members 
Mstep: Class 24 contains 10078 members 
Mstep: Class 25 contains 4534 members 
Mstep: Class 26 contains 6766 members 
Mstep: Class 27 contains 10019 members 
Mstep: Class 28 contains 7351 members 
Mstep: Class 29 contains 10994 members 
Mstep: Class 30 contains 26622 members 
Mstep: Class 31 contains 21108 members 
Mstep: Class 32 contains 7398 members 
Mstep: Class 33 contains 10449 members 
Mstep: Class 34 contains 7311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695984.000000 Penalty: 120826.726562
Iteration 214Q: 35 clusters Score -1.57696e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 220127 members 
Mstep: Class 5 contains 102292 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21210 members 
Mstep: Class 8 contains 136954 members 
Mstep: Class 9 contains 44366 members 
Mstep: Class 10 contains 10299 members 
Mstep: Class 11 contains 4781 members 
Mstep: Class 12 contains 8859 members 
Mstep: Class 13 contains 26839 members 
Mstep: Class 14 contains 308984 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 24625 members 
Mstep: Class 17 contains 223452 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22731 members 
Mstep: Class 20 contains 11327 members 
Mstep: Class 21 contains 228876 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 64095 members 
Mstep: Class 24 contains 10093 members 
Mstep: Class 25 contains 4534 members 
Mstep: Class 26 contains 6769 members 
Mstep: Class 27 contains 10021 members 
Mstep: Class 28 contains 7364 members 
Mstep: Class 29 contains 10983 members 
Mstep: Class 30 contains 26589 members 
Mstep: Class 31 contains 21122 members 
Mstep: Class 32 contains 7399 members 
Mstep: Class 33 contains 10448 members 
Mstep: Class 34 contains 7310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695984.000000 Penalty: 120826.726562
Iteration 215Q: 35 clusters Score -1.57696e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 220114 members 
Mstep: Class 5 contains 102286 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21209 members 
Mstep: Class 8 contains 136954 members 
Mstep: Class 9 contains 44362 members 
Mstep: Class 10 contains 10308 members 
Mstep: Class 11 contains 4779 members 
Mstep: Class 12 contains 8865 members 
Mstep: Class 13 contains 26841 members 
Mstep: Class 14 contains 308977 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 24629 members 
Mstep: Class 17 contains 223448 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22732 members 
Mstep: Class 20 contains 11327 members 
Mstep: Class 21 contains 228877 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 64094 members 
Mstep: Class 24 contains 10108 members 
Mstep: Class 25 contains 4534 members 
Mstep: Class 26 contains 6772 members 
Mstep: Class 27 contains 10025 members 
Mstep: Class 28 contains 7373 members 
Mstep: Class 29 contains 10975 members 
Mstep: Class 30 contains 26554 members 
Mstep: Class 31 contains 21139 members 
Mstep: Class 32 contains 7401 members 
Mstep: Class 33 contains 10452 members 
Mstep: Class 34 contains 7311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695936.000000 Penalty: 120826.726562
Iteration 216Q: 35 clusters Score -1.576959e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 220106 members 
Mstep: Class 5 contains 102282 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21208 members 
Mstep: Class 8 contains 136953 members 
Mstep: Class 9 contains 44357 members 
Mstep: Class 10 contains 10314 members 
Mstep: Class 11 contains 4781 members 
Mstep: Class 12 contains 8874 members 
Mstep: Class 13 contains 26843 members 
Mstep: Class 14 contains 308971 members 
Mstep: Class 15 contains 5234 members 
Mstep: Class 16 contains 24634 members 
Mstep: Class 17 contains 223444 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22734 members 
Mstep: Class 20 contains 11325 members 
Mstep: Class 21 contains 228878 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64091 members 
Mstep: Class 24 contains 10122 members 
Mstep: Class 25 contains 4532 members 
Mstep: Class 26 contains 6775 members 
Mstep: Class 27 contains 10029 members 
Mstep: Class 28 contains 7381 members 
Mstep: Class 29 contains 10970 members 
Mstep: Class 30 contains 26509 members 
Mstep: Class 31 contains 21161 members 
Mstep: Class 32 contains 7402 members 
Mstep: Class 33 contains 10455 members 
Mstep: Class 34 contains 7311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695760.000000 Penalty: 120826.726562
Iteration 217Q: 35 clusters Score -1.576958e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 220090 members 
Mstep: Class 5 contains 102278 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21208 members 
Mstep: Class 8 contains 136952 members 
Mstep: Class 9 contains 44355 members 
Mstep: Class 10 contains 10321 members 
Mstep: Class 11 contains 4783 members 
Mstep: Class 12 contains 8887 members 
Mstep: Class 13 contains 26847 members 
Mstep: Class 14 contains 308964 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 24635 members 
Mstep: Class 17 contains 223443 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22735 members 
Mstep: Class 20 contains 11325 members 
Mstep: Class 21 contains 228880 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64091 members 
Mstep: Class 24 contains 10145 members 
Mstep: Class 25 contains 4535 members 
Mstep: Class 26 contains 6775 members 
Mstep: Class 27 contains 10029 members 
Mstep: Class 28 contains 7383 members 
Mstep: Class 29 contains 10963 members 
Mstep: Class 30 contains 26466 members 
Mstep: Class 31 contains 21182 members 
Mstep: Class 32 contains 7402 members 
Mstep: Class 33 contains 10455 members 
Mstep: Class 34 contains 7310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695872.000000 Penalty: 120826.726562
Iteration 218Q: 35 clusters Score -1.576959e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 11799 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 220068 members 
Mstep: Class 5 contains 102275 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21208 members 
Mstep: Class 8 contains 136950 members 
Mstep: Class 9 contains 44353 members 
Mstep: Class 10 contains 10324 members 
Mstep: Class 11 contains 4787 members 
Mstep: Class 12 contains 8886 members 
Mstep: Class 13 contains 26846 members 
Mstep: Class 14 contains 308955 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 24638 members 
Mstep: Class 17 contains 223443 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22737 members 
Mstep: Class 20 contains 11323 members 
Mstep: Class 21 contains 228880 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64092 members 
Mstep: Class 24 contains 10168 members 
Mstep: Class 25 contains 4539 members 
Mstep: Class 26 contains 6775 members 
Mstep: Class 27 contains 10031 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 10971 members 
Mstep: Class 30 contains 26420 members 
Mstep: Class 31 contains 21198 members 
Mstep: Class 32 contains 7402 members 
Mstep: Class 33 contains 10462 members 
Mstep: Class 34 contains 7308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695984.000000 Penalty: 120826.726562
Iteration 219Q: 35 clusters Score -1.57696e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 220051 members 
Mstep: Class 5 contains 102272 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21207 members 
Mstep: Class 8 contains 136947 members 
Mstep: Class 9 contains 44352 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 8890 members 
Mstep: Class 13 contains 26846 members 
Mstep: Class 14 contains 308951 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 24639 members 
Mstep: Class 17 contains 223443 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22737 members 
Mstep: Class 20 contains 11324 members 
Mstep: Class 21 contains 228880 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64094 members 
Mstep: Class 24 contains 10188 members 
Mstep: Class 25 contains 4543 members 
Mstep: Class 26 contains 6775 members 
Mstep: Class 27 contains 10031 members 
Mstep: Class 28 contains 7401 members 
Mstep: Class 29 contains 10975 members 
Mstep: Class 30 contains 26377 members 
Mstep: Class 31 contains 21217 members 
Mstep: Class 32 contains 7405 members 
Mstep: Class 33 contains 10466 members 
Mstep: Class 34 contains 7304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695984.000000 Penalty: 120826.726562
Iteration 220F: 35 clusters Score -1.57696e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 220030 members 
Mstep: Class 5 contains 102271 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 136948 members 
Mstep: Class 9 contains 44348 members 
Mstep: Class 10 contains 10333 members 
Mstep: Class 11 contains 4788 members 
Mstep: Class 12 contains 8887 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 308937 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 24640 members 
Mstep: Class 17 contains 223438 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22737 members 
Mstep: Class 20 contains 11323 members 
Mstep: Class 21 contains 228881 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64091 members 
Mstep: Class 24 contains 10212 members 
Mstep: Class 25 contains 4546 members 
Mstep: Class 26 contains 6776 members 
Mstep: Class 27 contains 10031 members 
Mstep: Class 28 contains 7409 members 
Mstep: Class 29 contains 10979 members 
Mstep: Class 30 contains 26337 members 
Mstep: Class 31 contains 21244 members 
Mstep: Class 32 contains 7411 members 
Mstep: Class 33 contains 10474 members 
Mstep: Class 34 contains 7301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696144.000000 Penalty: 120826.726562
Iteration 221Q: 35 clusters Score -1.576961e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 220007 members 
Mstep: Class 5 contains 102270 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 136946 members 
Mstep: Class 9 contains 44346 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 8885 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 308931 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 24645 members 
Mstep: Class 17 contains 223433 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22737 members 
Mstep: Class 20 contains 11324 members 
Mstep: Class 21 contains 228881 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64091 members 
Mstep: Class 24 contains 10244 members 
Mstep: Class 25 contains 4549 members 
Mstep: Class 26 contains 6775 members 
Mstep: Class 27 contains 10031 members 
Mstep: Class 28 contains 7414 members 
Mstep: Class 29 contains 10981 members 
Mstep: Class 30 contains 26296 members 
Mstep: Class 31 contains 21266 members 
Mstep: Class 32 contains 7412 members 
Mstep: Class 33 contains 10482 members 
Mstep: Class 34 contains 7305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696208.000000 Penalty: 120826.726562
Iteration 222Q: 35 clusters Score -1.576962e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 219989 members 
Mstep: Class 5 contains 102270 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 136948 members 
Mstep: Class 9 contains 44345 members 
Mstep: Class 10 contains 10338 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 8885 members 
Mstep: Class 13 contains 26850 members 
Mstep: Class 14 contains 308932 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 24641 members 
Mstep: Class 17 contains 223433 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22737 members 
Mstep: Class 20 contains 11322 members 
Mstep: Class 21 contains 228881 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64094 members 
Mstep: Class 24 contains 10258 members 
Mstep: Class 25 contains 4551 members 
Mstep: Class 26 contains 6775 members 
Mstep: Class 27 contains 10032 members 
Mstep: Class 28 contains 7431 members 
Mstep: Class 29 contains 10985 members 
Mstep: Class 30 contains 26243 members 
Mstep: Class 31 contains 21288 members 
Mstep: Class 32 contains 7415 members 
Mstep: Class 33 contains 10486 members 
Mstep: Class 34 contains 7306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696064.000000 Penalty: 120826.726562
Iteration 223Q: 35 clusters Score -1.576961e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 11797 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219972 members 
Mstep: Class 5 contains 102270 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 136949 members 
Mstep: Class 9 contains 44345 members 
Mstep: Class 10 contains 10347 members 
Mstep: Class 11 contains 4788 members 
Mstep: Class 12 contains 8883 members 
Mstep: Class 13 contains 26851 members 
Mstep: Class 14 contains 308933 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 24637 members 
Mstep: Class 17 contains 223431 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22738 members 
Mstep: Class 20 contains 11322 members 
Mstep: Class 21 contains 228881 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64089 members 
Mstep: Class 24 contains 10272 members 
Mstep: Class 25 contains 4554 members 
Mstep: Class 26 contains 6774 members 
Mstep: Class 27 contains 10035 members 
Mstep: Class 28 contains 7445 members 
Mstep: Class 29 contains 10984 members 
Mstep: Class 30 contains 26183 members 
Mstep: Class 31 contains 21309 members 
Mstep: Class 32 contains 7418 members 
Mstep: Class 33 contains 10499 members 
Mstep: Class 34 contains 7309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696256.000000 Penalty: 120826.726562
Iteration 224Q: 35 clusters Score -1.576963e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219959 members 
Mstep: Class 5 contains 102270 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136945 members 
Mstep: Class 9 contains 44344 members 
Mstep: Class 10 contains 10360 members 
Mstep: Class 11 contains 4789 members 
Mstep: Class 12 contains 8888 members 
Mstep: Class 13 contains 26853 members 
Mstep: Class 14 contains 308925 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 24637 members 
Mstep: Class 17 contains 223429 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22739 members 
Mstep: Class 20 contains 11321 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13129 members 
Mstep: Class 23 contains 64087 members 
Mstep: Class 24 contains 10291 members 
Mstep: Class 25 contains 4556 members 
Mstep: Class 26 contains 6775 members 
Mstep: Class 27 contains 10040 members 
Mstep: Class 28 contains 7458 members 
Mstep: Class 29 contains 10979 members 
Mstep: Class 30 contains 26130 members 
Mstep: Class 31 contains 21326 members 
Mstep: Class 32 contains 7420 members 
Mstep: Class 33 contains 10507 members 
Mstep: Class 34 contains 7310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696240.000000 Penalty: 120826.726562
Iteration 225Q: 35 clusters Score -1.576962e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 11796 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219939 members 
Mstep: Class 5 contains 102271 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136938 members 
Mstep: Class 9 contains 44344 members 
Mstep: Class 10 contains 10367 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 8891 members 
Mstep: Class 13 contains 26853 members 
Mstep: Class 14 contains 308919 members 
Mstep: Class 15 contains 5233 members 
Mstep: Class 16 contains 24634 members 
Mstep: Class 17 contains 223430 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22742 members 
Mstep: Class 20 contains 11320 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 64087 members 
Mstep: Class 24 contains 10312 members 
Mstep: Class 25 contains 4560 members 
Mstep: Class 26 contains 6773 members 
Mstep: Class 27 contains 10041 members 
Mstep: Class 28 contains 7466 members 
Mstep: Class 29 contains 10974 members 
Mstep: Class 30 contains 26097 members 
Mstep: Class 31 contains 21342 members 
Mstep: Class 32 contains 7424 members 
Mstep: Class 33 contains 10513 members 
Mstep: Class 34 contains 7307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696192.000000 Penalty: 120826.726562
Iteration 226Q: 35 clusters Score -1.576962e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 11795 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 219923 members 
Mstep: Class 5 contains 102270 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136935 members 
Mstep: Class 9 contains 44343 members 
Mstep: Class 10 contains 10375 members 
Mstep: Class 11 contains 4788 members 
Mstep: Class 12 contains 8891 members 
Mstep: Class 13 contains 26851 members 
Mstep: Class 14 contains 308913 members 
Mstep: Class 15 contains 5232 members 
Mstep: Class 16 contains 24639 members 
Mstep: Class 17 contains 223427 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22743 members 
Mstep: Class 20 contains 11317 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 64083 members 
Mstep: Class 24 contains 10327 members 
Mstep: Class 25 contains 4566 members 
Mstep: Class 26 contains 6773 members 
Mstep: Class 27 contains 10045 members 
Mstep: Class 28 contains 7474 members 
Mstep: Class 29 contains 10971 members 
Mstep: Class 30 contains 26054 members 
Mstep: Class 31 contains 21373 members 
Mstep: Class 32 contains 7425 members 
Mstep: Class 33 contains 10519 members 
Mstep: Class 34 contains 7308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696288.000000 Penalty: 120826.726562
Iteration 227Q: 35 clusters Score -1.576963e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 11795 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 219912 members 
Mstep: Class 5 contains 102271 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136931 members 
Mstep: Class 9 contains 44346 members 
Mstep: Class 10 contains 10387 members 
Mstep: Class 11 contains 4785 members 
Mstep: Class 12 contains 8888 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 308901 members 
Mstep: Class 15 contains 5234 members 
Mstep: Class 16 contains 24644 members 
Mstep: Class 17 contains 223425 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22742 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 64080 members 
Mstep: Class 24 contains 10335 members 
Mstep: Class 25 contains 4568 members 
Mstep: Class 26 contains 6774 members 
Mstep: Class 27 contains 10051 members 
Mstep: Class 28 contains 7486 members 
Mstep: Class 29 contains 10977 members 
Mstep: Class 30 contains 25996 members 
Mstep: Class 31 contains 21400 members 
Mstep: Class 32 contains 7430 members 
Mstep: Class 33 contains 10527 members 
Mstep: Class 34 contains 7311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696368.000000 Penalty: 120826.726562
Iteration 228Q: 35 clusters Score -1.576964e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 11795 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 219909 members 
Mstep: Class 5 contains 102271 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136925 members 
Mstep: Class 9 contains 44341 members 
Mstep: Class 10 contains 10398 members 
Mstep: Class 11 contains 4784 members 
Mstep: Class 12 contains 8885 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 308897 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 16 contains 24644 members 
Mstep: Class 17 contains 223424 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22746 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 64077 members 
Mstep: Class 24 contains 10342 members 
Mstep: Class 25 contains 4569 members 
Mstep: Class 26 contains 6774 members 
Mstep: Class 27 contains 10049 members 
Mstep: Class 28 contains 7497 members 
Mstep: Class 29 contains 10977 members 
Mstep: Class 30 contains 25948 members 
Mstep: Class 31 contains 21428 members 
Mstep: Class 32 contains 7436 members 
Mstep: Class 33 contains 10530 members 
Mstep: Class 34 contains 7316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696528.000000 Penalty: 120826.726562
Iteration 229Q: 35 clusters Score -1.576965e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 11796 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 219903 members 
Mstep: Class 5 contains 102269 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136922 members 
Mstep: Class 9 contains 44339 members 
Mstep: Class 10 contains 10407 members 
Mstep: Class 11 contains 4781 members 
Mstep: Class 12 contains 8881 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 308880 members 
Mstep: Class 15 contains 5238 members 
Mstep: Class 16 contains 24650 members 
Mstep: Class 17 contains 223419 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22749 members 
Mstep: Class 20 contains 11314 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 64074 members 
Mstep: Class 24 contains 10349 members 
Mstep: Class 25 contains 4575 members 
Mstep: Class 26 contains 6774 members 
Mstep: Class 27 contains 10049 members 
Mstep: Class 28 contains 7501 members 
Mstep: Class 29 contains 10979 members 
Mstep: Class 30 contains 25903 members 
Mstep: Class 31 contains 21461 members 
Mstep: Class 32 contains 7450 members 
Mstep: Class 33 contains 10532 members 
Mstep: Class 34 contains 7319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696528.000000 Penalty: 120826.726562
Iteration 230Q: 35 clusters Score -1.576965e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 219896 members 
Mstep: Class 5 contains 102267 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136920 members 
Mstep: Class 9 contains 44336 members 
Mstep: Class 10 contains 10420 members 
Mstep: Class 11 contains 4782 members 
Mstep: Class 12 contains 8878 members 
Mstep: Class 13 contains 26847 members 
Mstep: Class 14 contains 308871 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 24651 members 
Mstep: Class 17 contains 223417 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22749 members 
Mstep: Class 20 contains 11313 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 64071 members 
Mstep: Class 24 contains 10356 members 
Mstep: Class 25 contains 4576 members 
Mstep: Class 26 contains 6774 members 
Mstep: Class 27 contains 10049 members 
Mstep: Class 28 contains 7515 members 
Mstep: Class 29 contains 10980 members 
Mstep: Class 30 contains 25848 members 
Mstep: Class 31 contains 21498 members 
Mstep: Class 32 contains 7460 members 
Mstep: Class 33 contains 10533 members 
Mstep: Class 34 contains 7319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696512.000000 Penalty: 120826.726562
Iteration 231Q: 35 clusters Score -1.576965e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 219892 members 
Mstep: Class 5 contains 102263 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136919 members 
Mstep: Class 9 contains 44330 members 
Mstep: Class 10 contains 10429 members 
Mstep: Class 11 contains 4782 members 
Mstep: Class 12 contains 8872 members 
Mstep: Class 13 contains 26846 members 
Mstep: Class 14 contains 308867 members 
Mstep: Class 15 contains 5240 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 223414 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22751 members 
Mstep: Class 20 contains 11313 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64071 members 
Mstep: Class 24 contains 10367 members 
Mstep: Class 25 contains 4580 members 
Mstep: Class 26 contains 6774 members 
Mstep: Class 27 contains 10049 members 
Mstep: Class 28 contains 7531 members 
Mstep: Class 29 contains 10976 members 
Mstep: Class 30 contains 25797 members 
Mstep: Class 31 contains 21530 members 
Mstep: Class 32 contains 7467 members 
Mstep: Class 33 contains 10531 members 
Mstep: Class 34 contains 7317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696576.000000 Penalty: 120826.726562
Iteration 232Q: 35 clusters Score -1.576966e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 219884 members 
Mstep: Class 5 contains 102262 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136919 members 
Mstep: Class 9 contains 44326 members 
Mstep: Class 10 contains 10444 members 
Mstep: Class 11 contains 4784 members 
Mstep: Class 12 contains 8873 members 
Mstep: Class 13 contains 26846 members 
Mstep: Class 14 contains 308854 members 
Mstep: Class 15 contains 5240 members 
Mstep: Class 16 contains 24660 members 
Mstep: Class 17 contains 223409 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22751 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64070 members 
Mstep: Class 24 contains 10379 members 
Mstep: Class 25 contains 4580 members 
Mstep: Class 26 contains 6774 members 
Mstep: Class 27 contains 10049 members 
Mstep: Class 28 contains 7542 members 
Mstep: Class 29 contains 10973 members 
Mstep: Class 30 contains 25739 members 
Mstep: Class 31 contains 21561 members 
Mstep: Class 32 contains 7476 members 
Mstep: Class 33 contains 10533 members 
Mstep: Class 34 contains 7317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696432.000000 Penalty: 120826.726562
Iteration 233Q: 35 clusters Score -1.576964e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219877 members 
Mstep: Class 5 contains 102262 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136916 members 
Mstep: Class 9 contains 44324 members 
Mstep: Class 10 contains 10454 members 
Mstep: Class 11 contains 4783 members 
Mstep: Class 12 contains 8871 members 
Mstep: Class 13 contains 26846 members 
Mstep: Class 14 contains 308849 members 
Mstep: Class 15 contains 5240 members 
Mstep: Class 16 contains 24661 members 
Mstep: Class 17 contains 223407 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22751 members 
Mstep: Class 20 contains 11316 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64068 members 
Mstep: Class 24 contains 10397 members 
Mstep: Class 25 contains 4580 members 
Mstep: Class 26 contains 6774 members 
Mstep: Class 27 contains 10049 members 
Mstep: Class 28 contains 7551 members 
Mstep: Class 29 contains 10973 members 
Mstep: Class 30 contains 25681 members 
Mstep: Class 31 contains 21591 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 10534 members 
Mstep: Class 34 contains 7317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696496.000000 Penalty: 120826.726562
Iteration 234Q: 35 clusters Score -1.576965e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219857 members 
Mstep: Class 5 contains 102262 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136912 members 
Mstep: Class 9 contains 44324 members 
Mstep: Class 10 contains 10463 members 
Mstep: Class 11 contains 4788 members 
Mstep: Class 12 contains 8865 members 
Mstep: Class 13 contains 26847 members 
Mstep: Class 14 contains 308848 members 
Mstep: Class 15 contains 5240 members 
Mstep: Class 16 contains 24664 members 
Mstep: Class 17 contains 223404 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22751 members 
Mstep: Class 20 contains 11317 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 64069 members 
Mstep: Class 24 contains 10413 members 
Mstep: Class 25 contains 4583 members 
Mstep: Class 26 contains 6773 members 
Mstep: Class 27 contains 10049 members 
Mstep: Class 28 contains 7563 members 
Mstep: Class 29 contains 10978 members 
Mstep: Class 30 contains 25637 members 
Mstep: Class 31 contains 21609 members 
Mstep: Class 32 contains 7488 members 
Mstep: Class 33 contains 10533 members 
Mstep: Class 34 contains 7318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696512.000000 Penalty: 120826.726562
Iteration 235Q: 35 clusters Score -1.576965e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219827 members 
Mstep: Class 5 contains 102261 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136910 members 
Mstep: Class 9 contains 44325 members 
Mstep: Class 10 contains 10473 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 8854 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 308852 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 24667 members 
Mstep: Class 17 contains 223404 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22752 members 
Mstep: Class 20 contains 11317 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 64071 members 
Mstep: Class 24 contains 10435 members 
Mstep: Class 25 contains 4587 members 
Mstep: Class 26 contains 6772 members 
Mstep: Class 27 contains 10052 members 
Mstep: Class 28 contains 7566 members 
Mstep: Class 29 contains 10981 members 
Mstep: Class 30 contains 25587 members 
Mstep: Class 31 contains 21629 members 
Mstep: Class 32 contains 7501 members 
Mstep: Class 33 contains 10530 members 
Mstep: Class 34 contains 7319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696352.000000 Penalty: 120826.726562
Iteration 236Q: 35 clusters Score -1.576964e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219816 members 
Mstep: Class 5 contains 102260 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136909 members 
Mstep: Class 9 contains 44328 members 
Mstep: Class 10 contains 10484 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8842 members 
Mstep: Class 13 contains 26848 members 
Mstep: Class 14 contains 308846 members 
Mstep: Class 15 contains 5247 members 
Mstep: Class 16 contains 24669 members 
Mstep: Class 17 contains 223403 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22752 members 
Mstep: Class 20 contains 11317 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 64073 members 
Mstep: Class 24 contains 10451 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 6774 members 
Mstep: Class 27 contains 10054 members 
Mstep: Class 28 contains 7572 members 
Mstep: Class 29 contains 10984 members 
Mstep: Class 30 contains 25543 members 
Mstep: Class 31 contains 21642 members 
Mstep: Class 32 contains 7512 members 
Mstep: Class 33 contains 10526 members 
Mstep: Class 34 contains 7319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696352.000000 Penalty: 120826.726562
Iteration 237Q: 35 clusters Score -1.576964e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219808 members 
Mstep: Class 5 contains 102259 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136909 members 
Mstep: Class 9 contains 44329 members 
Mstep: Class 10 contains 10499 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8830 members 
Mstep: Class 13 contains 26848 members 
Mstep: Class 14 contains 308836 members 
Mstep: Class 15 contains 5251 members 
Mstep: Class 16 contains 24668 members 
Mstep: Class 17 contains 223405 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22752 members 
Mstep: Class 20 contains 11317 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 64073 members 
Mstep: Class 24 contains 10459 members 
Mstep: Class 25 contains 4595 members 
Mstep: Class 26 contains 6774 members 
Mstep: Class 27 contains 10053 members 
Mstep: Class 28 contains 7576 members 
Mstep: Class 29 contains 10982 members 
Mstep: Class 30 contains 25511 members 
Mstep: Class 31 contains 21658 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 10525 members 
Mstep: Class 34 contains 7319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696304.000000 Penalty: 120826.726562
Iteration 238Q: 35 clusters Score -1.576963e+08 nChanged 121
Entering ConstructFrom: 
Score: -157696304.000000 Penalty: 120826.726562
Entering ConstructFrom: 
Trying to split cluster 1 (35064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Entering Unmasked Estep 
Score: -3423774.250000 Penalty: 2595.302734
	Iteration 0F: 2 clusters Score -3423774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -3399818.000000 Penalty: 5190.605469
	Iteration 0F: 3 clusters Score -3399818 nChanged 16041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -3408433.250000 Penalty: 5190.605469
	Iteration 1F: 3 clusters Score -3408433 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -3408818.750000 Penalty: 5190.605469
	Iteration 2Q: 3 clusters Score -3408819 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -3409168.500000 Penalty: 5190.605469
	Iteration 3Q: 3 clusters Score -3409168 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3409455.000000 Penalty: 5190.605469
	Iteration 4Q: 3 clusters Score -3409455 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3409710.750000 Penalty: 5190.605469
	Iteration 5Q: 3 clusters Score -3409711 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -3409979.500000 Penalty: 5190.605469
	Iteration 6Q: 3 clusters Score -3409980 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -3410240.250000 Penalty: 5190.605469
	Iteration 7Q: 3 clusters Score -3410240 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -3410559.500000 Penalty: 5190.605469
	Iteration 8Q: 3 clusters Score -3410560 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3411012.000000 Penalty: 5190.605469
	Iteration 9Q: 3 clusters Score -3411012 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -3411646.500000 Penalty: 5190.605469
	Iteration 10Q: 3 clusters Score -3411646 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -3412594.500000 Penalty: 5190.605469
	Iteration 11Q: 3 clusters Score -3412594 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -3413946.500000 Penalty: 5190.605469
	Iteration 12F: 3 clusters Score -3413946 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -3415814.750000 Penalty: 5190.605469
	Iteration 13F: 3 clusters Score -3415815 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3418039.500000 Penalty: 5190.605469
	Iteration 14F: 3 clusters Score -3418040 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -3420015.250000 Penalty: 5190.605469
	Iteration 15F: 3 clusters Score -3420015 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -3421326.750000 Penalty: 5190.605469
	Iteration 16Q: 3 clusters Score -3421327 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -3421895.750000 Penalty: 5190.605469
	Iteration 17Q: 3 clusters Score -3421896 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -3422193.500000 Penalty: 5190.605469
	Iteration 18Q: 3 clusters Score -3422194 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3422380.750000 Penalty: 5190.605469
	Iteration 19Q: 3 clusters Score -3422381 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3422564.750000 Penalty: 5190.605469
	Iteration 20F: 3 clusters Score -3422565 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -3422719.250000 Penalty: 5190.605469
	Iteration 21Q: 3 clusters Score -3422719 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3422888.500000 Penalty: 5190.605469
	Iteration 22Q: 3 clusters Score -3422888 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3423023.750000 Penalty: 5190.605469
	Iteration 23Q: 3 clusters Score -3423024 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3423153.750000 Penalty: 5190.605469
	Iteration 24Q: 3 clusters Score -3423154 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -3423287.500000 Penalty: 5190.605469
	Iteration 25Q: 3 clusters Score -3423288 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3423401.750000 Penalty: 5190.605469
	Iteration 26Q: 3 clusters Score -3423402 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -3423485.250000 Penalty: 5190.605469
	Iteration 27Q: 3 clusters Score -3423485 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -3423593.500000 Penalty: 5190.605469
	Iteration 28Q: 3 clusters Score -3423594 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -3423675.500000 Penalty: 5190.605469
	Iteration 29Q: 3 clusters Score -3423676 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -3423743.750000 Penalty: 5190.605469
	Iteration 30Q: 3 clusters Score -3423744 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -3423838.000000 Penalty: 5190.605469
	Iteration 31Q: 3 clusters Score -3423838 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3423921.250000 Penalty: 5190.605469
	Iteration 32Q: 3 clusters Score -3423921 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -3423972.500000 Penalty: 5190.605469
	Iteration 33Q: 3 clusters Score -3423972 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3424040.750000 Penalty: 5190.605469
	Iteration 34Q: 3 clusters Score -3424041 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -3424080.250000 Penalty: 5190.605469
	Iteration 35Q: 3 clusters Score -3424080 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -3424127.750000 Penalty: 5190.605469
	Iteration 36Q: 3 clusters Score -3424128 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3424144.500000 Penalty: 5190.605469
	Iteration 37Q: 3 clusters Score -3424144 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -3424171.750000 Penalty: 5190.605469
	Iteration 38Q: 3 clusters Score -3424172 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -3424184.750000 Penalty: 5190.605469
	Iteration 39Q: 3 clusters Score -3424185 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -3424199.000000 Penalty: 5190.605469
	Iteration 40F: 3 clusters Score -3424199 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -3424201.500000 Penalty: 5190.605469
	Iteration 41Q: 3 clusters Score -3424202 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3424204.500000 Penalty: 5190.605469
	Iteration 42Q: 3 clusters Score -3424204 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3424221.750000 Penalty: 5190.605469
	Iteration 43Q: 3 clusters Score -3424222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -3424216.500000 Penalty: 5190.605469
	Iteration 44Q: 3 clusters Score -3424216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3424225.250000 Penalty: 5190.605469
	Iteration 45Q: 3 clusters Score -3424225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -3424242.000000 Penalty: 5190.605469
	Iteration 46Q: 3 clusters Score -3424242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -3424255.250000 Penalty: 5190.605469
	Iteration 47Q: 3 clusters Score -3424255 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3424260.500000 Penalty: 5190.605469
	Iteration 48Q: 3 clusters Score -3424260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -3424254.000000 Penalty: 5190.605469
	Iteration 49Q: 3 clusters Score -3424254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3424254.750000 Penalty: 5190.605469
	Iteration 50Q: 3 clusters Score -3424255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -3424251.750000 Penalty: 5190.605469
	Iteration 51Q: 3 clusters Score -3424252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -3424242.500000 Penalty: 5190.605469
	Iteration 52Q: 3 clusters Score -3424242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -3424247.750000 Penalty: 5190.605469
	Iteration 53Q: 3 clusters Score -3424248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -3424259.250000 Penalty: 5190.605469
	Iteration 54Q: 3 clusters Score -3424259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3424267.250000 Penalty: 5190.605469
	Iteration 55Q: 3 clusters Score -3424267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3424265.250000 Penalty: 5190.605469
	Iteration 56Q: 3 clusters Score -3424265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -3424271.000000 Penalty: 5190.605469
	Iteration 57Q: 3 clusters Score -3424271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3424269.000000 Penalty: 5190.605469
	Iteration 58Q: 3 clusters Score -3424269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3424263.750000 Penalty: 5190.605469
	Iteration 59Q: 3 clusters Score -3424264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -3424265.000000 Penalty: 5190.605469
	Iteration 60F: 3 clusters Score -3424265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -3424266.500000 Penalty: 5190.605469
	Iteration 61Q: 3 clusters Score -3424266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3424266.000000 Penalty: 5190.605469
	Iteration 62Q: 3 clusters Score -3424266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -3424264.000000 Penalty: 5190.605469
	Iteration 63Q: 3 clusters Score -3424264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -3424264.000000 Penalty: 5190.605469
	Iteration 64F: 3 clusters Score -3424264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219799 members 
Mstep: Class 5 contains 102258 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136907 members 
Mstep: Class 9 contains 44330 members 
Mstep: Class 10 contains 10508 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 8822 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 308829 members 
Mstep: Class 15 contains 5251 members 
Mstep: Class 16 contains 24674 members 
Mstep: Class 17 contains 223404 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22752 members 
Mstep: Class 20 contains 11317 members 
Mstep: Class 21 contains 228886 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 64074 members 
Mstep: Class 24 contains 10464 members 
Mstep: Class 25 contains 4596 members 
Mstep: Class 26 contains 6775 members 
Mstep: Class 27 contains 10052 members 
Mstep: Class 28 contains 7580 members 
Mstep: Class 29 contains 10981 members 
Mstep: Class 30 contains 25489 members 
Mstep: Class 31 contains 21670 members 
Mstep: Class 32 contains 7535 members 
Mstep: Class 33 contains 10525 members 
Mstep: Class 34 contains 7320 members 
Mstep: Class 35 contains 18826 members 
Entering Unmasked Estep 
Score: -157695552.000000 Penalty: 124380.453125
Splitting cluster 1 changes total score from -157696304.000000 to -157695552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Entering Unmasked Estep 
Score: -1137141.875000 Penalty: 2325.170166
	Iteration 0F: 2 clusters Score -1137142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1128350.500000 Penalty: 4650.340332
	Iteration 0F: 3 clusters Score -1128350 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1131058.000000 Penalty: 4650.340332
	Iteration 1F: 3 clusters Score -1131058 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1131432.125000 Penalty: 4650.340332
	Iteration 2F: 3 clusters Score -1131432 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1131795.750000 Penalty: 4650.340332
	Iteration 3F: 3 clusters Score -1131796 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1132200.000000 Penalty: 4650.340332
	Iteration 4F: 3 clusters Score -1132200 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1132672.375000 Penalty: 4650.340332
	Iteration 5F: 3 clusters Score -1132672 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1133220.375000 Penalty: 4650.340332
	Iteration 6F: 3 clusters Score -1133220 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1133742.125000 Penalty: 4650.340332
	Iteration 7F: 3 clusters Score -1133742 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1134167.500000 Penalty: 4650.340332
	Iteration 8Q: 3 clusters Score -1134168 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1134508.375000 Penalty: 4650.340332
	Iteration 9Q: 3 clusters Score -1134508 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1134742.375000 Penalty: 4650.340332
	Iteration 10Q: 3 clusters Score -1134742 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1134909.625000 Penalty: 4650.340332
	Iteration 11Q: 3 clusters Score -1134910 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1135030.375000 Penalty: 4650.340332
	Iteration 12Q: 3 clusters Score -1135030 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1135102.750000 Penalty: 4650.340332
	Iteration 13Q: 3 clusters Score -1135103 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1135156.750000 Penalty: 4650.340332
	Iteration 14Q: 3 clusters Score -1135157 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1135181.500000 Penalty: 4650.340332
	Iteration 15Q: 3 clusters Score -1135182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1135209.000000 Penalty: 4650.340332
	Iteration 16Q: 3 clusters Score -1135209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1135222.375000 Penalty: 4650.340332
	Iteration 17Q: 3 clusters Score -1135222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1135230.500000 Penalty: 4650.340332
	Iteration 18Q: 3 clusters Score -1135230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1135239.625000 Penalty: 4650.340332
	Iteration 19Q: 3 clusters Score -1135240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1135245.750000 Penalty: 4650.340332
	Iteration 20F: 3 clusters Score -1135246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1135252.000000 Penalty: 4650.340332
	Iteration 21Q: 3 clusters Score -1135252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1135251.500000 Penalty: 4650.340332
	Iteration 22Q: 3 clusters Score -1135252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1135257.000000 Penalty: 4650.340332
	Iteration 23Q: 3 clusters Score -1135257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1135258.750000 Penalty: 4650.340332
	Iteration 24Q: 3 clusters Score -1135259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1135259.875000 Penalty: 4650.340332
	Iteration 25Q: 3 clusters Score -1135260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1135260.875000 Penalty: 4650.340332
	Iteration 26Q: 3 clusters Score -1135261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1135260.875000 Penalty: 4650.340332
	Iteration 27Q: 3 clusters Score -1135261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1135263.500000 Penalty: 4650.340332
	Iteration 28Q: 3 clusters Score -1135264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1135263.500000 Penalty: 4650.340332
	Iteration 29F: 3 clusters Score -1135264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Entering Unmasked Estep 
Score: -557942.375000 Penalty: 2152.258301
	Iteration 0F: 2 clusters Score -557942.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -552906.437500 Penalty: 4304.516602
	Iteration 0F: 3 clusters Score -552906.4 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -554162.500000 Penalty: 4304.516602
	Iteration 1F: 3 clusters Score -554162.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -554484.187500 Penalty: 4304.516602
	Iteration 2F: 3 clusters Score -554484.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -554797.562500 Penalty: 4304.516602
	Iteration 3F: 3 clusters Score -554797.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -555105.687500 Penalty: 4304.516602
	Iteration 4F: 3 clusters Score -555105.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -555450.187500 Penalty: 4304.516602
	Iteration 5F: 3 clusters Score -555450.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -555758.375000 Penalty: 4304.516602
	Iteration 6F: 3 clusters Score -555758.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -555999.125000 Penalty: 4304.516602
	Iteration 7F: 3 clusters Score -555999.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -556179.687500 Penalty: 4304.516602
	Iteration 8Q: 3 clusters Score -556179.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -556290.187500 Penalty: 4304.516602
	Iteration 9Q: 3 clusters Score -556290.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -556357.000000 Penalty: 4304.516602
	Iteration 10Q: 3 clusters Score -556357 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -556404.937500 Penalty: 4304.516602
	Iteration 11Q: 3 clusters Score -556404.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -556446.250000 Penalty: 4304.516602
	Iteration 12Q: 3 clusters Score -556446.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -556486.562500 Penalty: 4304.516602
	Iteration 13Q: 3 clusters Score -556486.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -556532.312500 Penalty: 4304.516602
	Iteration 14Q: 3 clusters Score -556532.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -556569.250000 Penalty: 4304.516602
	Iteration 15Q: 3 clusters Score -556569.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -556608.125000 Penalty: 4304.516602
	Iteration 16Q: 3 clusters Score -556608.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -556643.000000 Penalty: 4304.516602
	Iteration 17Q: 3 clusters Score -556643 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -556680.000000 Penalty: 4304.516602
	Iteration 18Q: 3 clusters Score -556680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -556716.062500 Penalty: 4304.516602
	Iteration 19Q: 3 clusters Score -556716.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -556742.937500 Penalty: 4304.516602
	Iteration 20F: 3 clusters Score -556742.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -556760.250000 Penalty: 4304.516602
	Iteration 21Q: 3 clusters Score -556760.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -556772.312500 Penalty: 4304.516602
	Iteration 22Q: 3 clusters Score -556772.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -556789.312500 Penalty: 4304.516602
	Iteration 23Q: 3 clusters Score -556789.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -556807.187500 Penalty: 4304.516602
	Iteration 24Q: 3 clusters Score -556807.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -556823.250000 Penalty: 4304.516602
	Iteration 25Q: 3 clusters Score -556823.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -556835.812500 Penalty: 4304.516602
	Iteration 26Q: 3 clusters Score -556835.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -556847.562500 Penalty: 4304.516602
	Iteration 27Q: 3 clusters Score -556847.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -556861.312500 Penalty: 4304.516602
	Iteration 28Q: 3 clusters Score -556861.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -556877.750000 Penalty: 4304.516602
	Iteration 29Q: 3 clusters Score -556877.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -556901.375000 Penalty: 4304.516602
	Iteration 30Q: 3 clusters Score -556901.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -556929.625000 Penalty: 4304.516602
	Iteration 31Q: 3 clusters Score -556929.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -556949.000000 Penalty: 4304.516602
	Iteration 32Q: 3 clusters Score -556949 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -556970.562500 Penalty: 4304.516602
	Iteration 33Q: 3 clusters Score -556970.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -556998.375000 Penalty: 4304.516602
	Iteration 34Q: 3 clusters Score -556998.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -557023.750000 Penalty: 4304.516602
	Iteration 35Q: 3 clusters Score -557023.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -557051.125000 Penalty: 4304.516602
	Iteration 36Q: 3 clusters Score -557051.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -557096.375000 Penalty: 4304.516602
	Iteration 37Q: 3 clusters Score -557096.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -557127.125000 Penalty: 4304.516602
	Iteration 38Q: 3 clusters Score -557127.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -557156.562500 Penalty: 4304.516602
	Iteration 39Q: 3 clusters Score -557156.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -557182.375000 Penalty: 4304.516602
	Iteration 40F: 3 clusters Score -557182.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -557204.687500 Penalty: 4304.516602
	Iteration 41Q: 3 clusters Score -557204.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -557219.062500 Penalty: 4304.516602
	Iteration 42Q: 3 clusters Score -557219.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -557232.312500 Penalty: 4304.516602
	Iteration 43Q: 3 clusters Score -557232.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -557240.750000 Penalty: 4304.516602
	Iteration 44Q: 3 clusters Score -557240.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -557245.312500 Penalty: 4304.516602
	Iteration 45Q: 3 clusters Score -557245.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -557249.500000 Penalty: 4304.516602
	Iteration 46Q: 3 clusters Score -557249.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -557251.125000 Penalty: 4304.516602
	Iteration 47Q: 3 clusters Score -557251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -557253.500000 Penalty: 4304.516602
	Iteration 48Q: 3 clusters Score -557253.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -557254.687500 Penalty: 4304.516602
	Iteration 49Q: 3 clusters Score -557254.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -557255.250000 Penalty: 4304.516602
	Iteration 50Q: 3 clusters Score -557255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -557255.562500 Penalty: 4304.516602
	Iteration 51Q: 3 clusters Score -557255.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -557257.500000 Penalty: 4304.516602
	Iteration 52Q: 3 clusters Score -557257.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -557257.125000 Penalty: 4304.516602
	Iteration 53Q: 3 clusters Score -557257.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -557259.250000 Penalty: 4304.516602
	Iteration 54Q: 3 clusters Score -557259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -557259.375000 Penalty: 4304.516602
	Iteration 55Q: 3 clusters Score -557259.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -557260.375000 Penalty: 4304.516602
	Iteration 56Q: 3 clusters Score -557260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -557261.812500 Penalty: 4304.516602
	Iteration 57Q: 3 clusters Score -557261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -557262.562500 Penalty: 4304.516602
	Iteration 58Q: 3 clusters Score -557262.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -557262.437500 Penalty: 4304.516602
	Iteration 59Q: 3 clusters Score -557262.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -557262.437500 Penalty: 4304.516602
	Iteration 60F: 3 clusters Score -557262.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (219799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219799 members 
Entering Unmasked Estep 
Score: -21510374.000000 Penalty: 3050.516113
	Iteration 0F: 2 clusters Score -2.151037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109785 members 
Mstep: Class 2 contains 110014 members 
Entering Unmasked Estep 
Score: -21364958.000000 Penalty: 6101.032227
	Iteration 0F: 3 clusters Score -2.136496e+07 nChanged 105906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108473 members 
Mstep: Class 2 contains 111326 members 
Entering Unmasked Estep 
Score: -21426778.000000 Penalty: 6101.032227
	Iteration 1F: 3 clusters Score -2.142678e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107673 members 
Mstep: Class 2 contains 112126 members 
Entering Unmasked Estep 
Score: -21427526.000000 Penalty: 6101.032227
	Iteration 2Q: 3 clusters Score -2.142753e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106280 members 
Mstep: Class 2 contains 113519 members 
Entering Unmasked Estep 
Score: -21428522.000000 Penalty: 6101.032227
	Iteration 3Q: 3 clusters Score -2.142852e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104026 members 
Mstep: Class 2 contains 115773 members 
Entering Unmasked Estep 
Score: -21429746.000000 Penalty: 6101.032227
	Iteration 4Q: 3 clusters Score -2.142975e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100348 members 
Mstep: Class 2 contains 119451 members 
Entering Unmasked Estep 
Score: -21431184.000000 Penalty: 6101.032227
	Iteration 5Q: 3 clusters Score -2.143118e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94468 members 
Mstep: Class 2 contains 125331 members 
Entering Unmasked Estep 
Score: -21434104.000000 Penalty: 6101.032227
	Iteration 6Q: 3 clusters Score -2.14341e+07 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85581 members 
Mstep: Class 2 contains 134218 members 
Entering Unmasked Estep 
Score: -21439306.000000 Penalty: 6101.032227
	Iteration 7Q: 3 clusters Score -2.143931e+07 nChanged 14532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 147192 members 
Entering Unmasked Estep 
Score: -21448376.000000 Penalty: 6101.032227
	Iteration 8F: 3 clusters Score -2.144838e+07 nChanged 17781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 163901 members 
Entering Unmasked Estep 
Score: -21462102.000000 Penalty: 6101.032227
	Iteration 9F: 3 clusters Score -2.14621e+07 nChanged 18185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 181578 members 
Entering Unmasked Estep 
Score: -21477198.000000 Penalty: 6101.032227
	Iteration 10F: 3 clusters Score -2.14772e+07 nChanged 15228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 196628 members 
Entering Unmasked Estep 
Score: -21490002.000000 Penalty: 6101.032227
	Iteration 11F: 3 clusters Score -2.149e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 206811 members 
Entering Unmasked Estep 
Score: -21498400.000000 Penalty: 6101.032227
	Iteration 12Q: 3 clusters Score -2.14984e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 212700 members 
Entering Unmasked Estep 
Score: -21502972.000000 Penalty: 6101.032227
	Iteration 13Q: 3 clusters Score -2.150297e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 215728 members 
Entering Unmasked Estep 
Score: -21505326.000000 Penalty: 6101.032227
	Iteration 14Q: 3 clusters Score -2.150533e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 217298 members 
Entering Unmasked Estep 
Score: -21506610.000000 Penalty: 6101.032227
	Iteration 15Q: 3 clusters Score -2.150661e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 218095 members 
Entering Unmasked Estep 
Score: -21507184.000000 Penalty: 6101.032227
	Iteration 16Q: 3 clusters Score -2.150718e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 218485 members 
Entering Unmasked Estep 
Score: -21507428.000000 Penalty: 6101.032227
	Iteration 17Q: 3 clusters Score -2.150743e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 218694 members 
Entering Unmasked Estep 
Score: -21507682.000000 Penalty: 6101.032227
	Iteration 18Q: 3 clusters Score -2.150768e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 218799 members 
Entering Unmasked Estep 
Score: -21507782.000000 Penalty: 6101.032227
	Iteration 19Q: 3 clusters Score -2.150778e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 218866 members 
Entering Unmasked Estep 
Score: -21507874.000000 Penalty: 6101.032227
	Iteration 20F: 3 clusters Score -2.150787e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 218909 members 
Entering Unmasked Estep 
Score: -21507908.000000 Penalty: 6101.032227
	Iteration 21Q: 3 clusters Score -2.150791e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 218938 members 
Entering Unmasked Estep 
Score: -21507940.000000 Penalty: 6101.032227
	Iteration 22Q: 3 clusters Score -2.150794e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 218958 members 
Entering Unmasked Estep 
Score: -21507958.000000 Penalty: 6101.032227
	Iteration 23Q: 3 clusters Score -2.150796e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 218982 members 
Entering Unmasked Estep 
Score: -21507952.000000 Penalty: 6101.032227
	Iteration 24Q: 3 clusters Score -2.150795e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 218995 members 
Entering Unmasked Estep 
Score: -21507956.000000 Penalty: 6101.032227
	Iteration 25Q: 3 clusters Score -2.150796e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 219016 members 
Entering Unmasked Estep 
Score: -21507966.000000 Penalty: 6101.032227
	Iteration 26Q: 3 clusters Score -2.150797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 219031 members 
Entering Unmasked Estep 
Score: -21507966.000000 Penalty: 6101.032227
	Iteration 27Q: 3 clusters Score -2.150797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 219039 members 
Entering Unmasked Estep 
Score: -21507968.000000 Penalty: 6101.032227
	Iteration 28Q: 3 clusters Score -2.150797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 219041 members 
Entering Unmasked Estep 
Score: -21507982.000000 Penalty: 6101.032227
	Iteration 29Q: 3 clusters Score -2.150798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 219044 members 
Entering Unmasked Estep 
Score: -21507984.000000 Penalty: 6101.032227
	Iteration 30Q: 3 clusters Score -2.150798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 219050 members 
Entering Unmasked Estep 
Score: -21507990.000000 Penalty: 6101.032227
	Iteration 31Q: 3 clusters Score -2.150799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 219053 members 
Entering Unmasked Estep 
Score: -21507982.000000 Penalty: 6101.032227
	Iteration 32Q: 3 clusters Score -2.150798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 219059 members 
Entering Unmasked Estep 
Score: -21507990.000000 Penalty: 6101.032227
	Iteration 33Q: 3 clusters Score -2.150799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 219064 members 
Entering Unmasked Estep 
Score: -21508006.000000 Penalty: 6101.032227
	Iteration 34Q: 3 clusters Score -2.150801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 219070 members 
Entering Unmasked Estep 
Score: -21508022.000000 Penalty: 6101.032227
	Iteration 35Q: 3 clusters Score -2.150802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 219076 members 
Entering Unmasked Estep 
Score: -21508024.000000 Penalty: 6101.032227
	Iteration 36Q: 3 clusters Score -2.150802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 219079 members 
Entering Unmasked Estep 
Score: -21508026.000000 Penalty: 6101.032227
	Iteration 37Q: 3 clusters Score -2.150803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 219080 members 
Entering Unmasked Estep 
Score: -21508038.000000 Penalty: 6101.032227
	Iteration 38Q: 3 clusters Score -2.150804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 219081 members 
Entering Unmasked Estep 
Score: -21508038.000000 Penalty: 6101.032227
	Iteration 39Q: 3 clusters Score -2.150804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 219084 members 
Entering Unmasked Estep 
Score: -21508044.000000 Penalty: 6101.032227
	Iteration 40F: 3 clusters Score -2.150804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 219089 members 
Entering Unmasked Estep 
Score: -21508044.000000 Penalty: 6101.032227
	Iteration 41Q: 3 clusters Score -2.150804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 219090 members 
Entering Unmasked Estep 
Score: -21508040.000000 Penalty: 6101.032227
	Iteration 42Q: 3 clusters Score -2.150804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 219093 members 
Entering Unmasked Estep 
Score: -21508056.000000 Penalty: 6101.032227
	Iteration 43Q: 3 clusters Score -2.150806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 219099 members 
Entering Unmasked Estep 
Score: -21508044.000000 Penalty: 6101.032227
	Iteration 44Q: 3 clusters Score -2.150804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 219102 members 
Entering Unmasked Estep 
Score: -21508034.000000 Penalty: 6101.032227
	Iteration 45Q: 3 clusters Score -2.150803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 219106 members 
Entering Unmasked Estep 
Score: -21508042.000000 Penalty: 6101.032227
	Iteration 46Q: 3 clusters Score -2.150804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 219110 members 
Entering Unmasked Estep 
Score: -21508056.000000 Penalty: 6101.032227
	Iteration 47Q: 3 clusters Score -2.150806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 219116 members 
Entering Unmasked Estep 
Score: -21508056.000000 Penalty: 6101.032227
	Iteration 48Q: 3 clusters Score -2.150806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 219120 members 
Entering Unmasked Estep 
Score: -21508060.000000 Penalty: 6101.032227
	Iteration 49Q: 3 clusters Score -2.150806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 219123 members 
Entering Unmasked Estep 
Score: -21508052.000000 Penalty: 6101.032227
	Iteration 50Q: 3 clusters Score -2.150805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 219124 members 
Entering Unmasked Estep 
Score: -21508062.000000 Penalty: 6101.032227
	Iteration 51Q: 3 clusters Score -2.150806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 219125 members 
Entering Unmasked Estep 
Score: -21508078.000000 Penalty: 6101.032227
	Iteration 52Q: 3 clusters Score -2.150808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 219126 members 
Entering Unmasked Estep 
Score: -21508078.000000 Penalty: 6101.032227
	Iteration 53Q: 3 clusters Score -2.150808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 219127 members 
Entering Unmasked Estep 
Score: -21508078.000000 Penalty: 6101.032227
	Iteration 54Q: 3 clusters Score -2.150808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 219127 members 
Entering Unmasked Estep 
Score: -21508078.000000 Penalty: 6101.032227
	Iteration 55F: 3 clusters Score -2.150808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102258 members 
Entering Unmasked Estep 
Score: -10084795.000000 Penalty: 2860.743164
	Iteration 0F: 2 clusters Score -1.00848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -10016605.000000 Penalty: 5721.486328
	Iteration 0F: 3 clusters Score -1.00166e+07 nChanged 48419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -10044730.000000 Penalty: 5721.486328
	Iteration 1F: 3 clusters Score -1.004473e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -10045817.000000 Penalty: 5721.486328
	Iteration 2Q: 3 clusters Score -1.004582e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -10047358.000000 Penalty: 5721.486328
	Iteration 3Q: 3 clusters Score -1.004736e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -10050126.000000 Penalty: 5721.486328
	Iteration 4F: 3 clusters Score -1.005013e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72894 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -10054948.000000 Penalty: 5721.486328
	Iteration 5F: 3 clusters Score -1.005495e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81675 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -10062415.000000 Penalty: 5721.486328
	Iteration 6F: 3 clusters Score -1.006242e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90692 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -10071191.000000 Penalty: 5721.486328
	Iteration 7F: 3 clusters Score -1.007119e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97423 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -10077843.000000 Penalty: 5721.486328
	Iteration 8F: 3 clusters Score -1.007784e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100517 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -10080723.000000 Penalty: 5721.486328
	Iteration 9Q: 3 clusters Score -1.008072e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101565 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10081714.000000 Penalty: 5721.486328
	Iteration 10Q: 3 clusters Score -1.008171e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101850 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10082007.000000 Penalty: 5721.486328
	Iteration 11Q: 3 clusters Score -1.008201e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101931 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10082122.000000 Penalty: 5721.486328
	Iteration 12Q: 3 clusters Score -1.008212e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101967 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10082197.000000 Penalty: 5721.486328
	Iteration 13Q: 3 clusters Score -1.00822e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101991 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10082253.000000 Penalty: 5721.486328
	Iteration 14Q: 3 clusters Score -1.008225e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101999 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10082273.000000 Penalty: 5721.486328
	Iteration 15Q: 3 clusters Score -1.008227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102007 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -10082289.000000 Penalty: 5721.486328
	Iteration 16Q: 3 clusters Score -1.008229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102013 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10082313.000000 Penalty: 5721.486328
	Iteration 17Q: 3 clusters Score -1.008231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102014 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10082311.000000 Penalty: 5721.486328
	Iteration 18Q: 3 clusters Score -1.008231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10082313.000000 Penalty: 5721.486328
	Iteration 19Q: 3 clusters Score -1.008231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102016 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10082311.000000 Penalty: 5721.486328
	Iteration 20F: 3 clusters Score -1.008231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102017 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10082312.000000 Penalty: 5721.486328
	Iteration 21Q: 3 clusters Score -1.008231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10082325.000000 Penalty: 5721.486328
	Iteration 22Q: 3 clusters Score -1.008232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10082325.000000 Penalty: 5721.486328
	Iteration 23F: 3 clusters Score -1.008232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Entering Unmasked Estep 
Score: -807229.312500 Penalty: 2232.150391
	Iteration 0F: 2 clusters Score -807229.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -800795.250000 Penalty: 4464.300781
	Iteration 0F: 3 clusters Score -800795.2 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -802583.500000 Penalty: 4464.300781
	Iteration 1F: 3 clusters Score -802583.5 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -802923.375000 Penalty: 4464.300781
	Iteration 2F: 3 clusters Score -802923.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -803123.750000 Penalty: 4464.300781
	Iteration 3F: 3 clusters Score -803123.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -803252.437500 Penalty: 4464.300781
	Iteration 4Q: 3 clusters Score -803252.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -803357.250000 Penalty: 4464.300781
	Iteration 5Q: 3 clusters Score -803357.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -803471.937500 Penalty: 4464.300781
	Iteration 6Q: 3 clusters Score -803471.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -803599.125000 Penalty: 4464.300781
	Iteration 7Q: 3 clusters Score -803599.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -803745.625000 Penalty: 4464.300781
	Iteration 8Q: 3 clusters Score -803745.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -803896.937500 Penalty: 4464.300781
	Iteration 9Q: 3 clusters Score -803896.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -804085.000000 Penalty: 4464.300781
	Iteration 10Q: 3 clusters Score -804085 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -804272.875000 Penalty: 4464.300781
	Iteration 11Q: 3 clusters Score -804272.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -804459.750000 Penalty: 4464.300781
	Iteration 12Q: 3 clusters Score -804459.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -804645.125000 Penalty: 4464.300781
	Iteration 13Q: 3 clusters Score -804645.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -804794.437500 Penalty: 4464.300781
	Iteration 14Q: 3 clusters Score -804794.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -804928.562500 Penalty: 4464.300781
	Iteration 15Q: 3 clusters Score -804928.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -805023.937500 Penalty: 4464.300781
	Iteration 16Q: 3 clusters Score -805023.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -805115.187500 Penalty: 4464.300781
	Iteration 17Q: 3 clusters Score -805115.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -805191.562500 Penalty: 4464.300781
	Iteration 18Q: 3 clusters Score -805191.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -805254.812500 Penalty: 4464.300781
	Iteration 19Q: 3 clusters Score -805254.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -805293.437500 Penalty: 4464.300781
	Iteration 20F: 3 clusters Score -805293.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -805310.937500 Penalty: 4464.300781
	Iteration 21Q: 3 clusters Score -805310.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -805329.250000 Penalty: 4464.300781
	Iteration 22Q: 3 clusters Score -805329.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -805342.750000 Penalty: 4464.300781
	Iteration 23Q: 3 clusters Score -805342.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -805358.437500 Penalty: 4464.300781
	Iteration 24Q: 3 clusters Score -805358.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -805366.187500 Penalty: 4464.300781
	Iteration 25Q: 3 clusters Score -805366.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -805376.875000 Penalty: 4464.300781
	Iteration 26Q: 3 clusters Score -805376.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -805382.437500 Penalty: 4464.300781
	Iteration 27Q: 3 clusters Score -805382.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -805385.312500 Penalty: 4464.300781
	Iteration 28Q: 3 clusters Score -805385.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -805387.375000 Penalty: 4464.300781
	Iteration 29Q: 3 clusters Score -805387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -805387.625000 Penalty: 4464.300781
	Iteration 30Q: 3 clusters Score -805387.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -805388.875000 Penalty: 4464.300781
	Iteration 31Q: 3 clusters Score -805388.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -805388.687500 Penalty: 4464.300781
	Iteration 32Q: 3 clusters Score -805388.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -805388.687500 Penalty: 4464.300781
	Iteration 33F: 3 clusters Score -805388.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Entering Unmasked Estep 
Score: -1926934.875000 Penalty: 2470.573975
	Iteration 0F: 2 clusters Score -1926935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1912129.750000 Penalty: 4941.147949
	Iteration 0F: 3 clusters Score -1912130 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1917577.875000 Penalty: 4941.147949
	Iteration 1F: 3 clusters Score -1917578 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1918599.000000 Penalty: 4941.147949
	Iteration 2F: 3 clusters Score -1918599 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1919643.500000 Penalty: 4941.147949
	Iteration 3F: 3 clusters Score -1919644 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1920766.625000 Penalty: 4941.147949
	Iteration 4F: 3 clusters Score -1920767 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1921935.250000 Penalty: 4941.147949
	Iteration 5F: 3 clusters Score -1921935 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1922963.375000 Penalty: 4941.147949
	Iteration 6F: 3 clusters Score -1922963 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1923674.500000 Penalty: 4941.147949
	Iteration 7F: 3 clusters Score -1923674 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1924151.750000 Penalty: 4941.147949
	Iteration 8Q: 3 clusters Score -1924152 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1924475.750000 Penalty: 4941.147949
	Iteration 9Q: 3 clusters Score -1924476 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1924674.375000 Penalty: 4941.147949
	Iteration 10Q: 3 clusters Score -1924674 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1924821.250000 Penalty: 4941.147949
	Iteration 11Q: 3 clusters Score -1924821 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1924937.500000 Penalty: 4941.147949
	Iteration 12Q: 3 clusters Score -1924938 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1925022.500000 Penalty: 4941.147949
	Iteration 13Q: 3 clusters Score -1925022 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1925092.375000 Penalty: 4941.147949
	Iteration 14Q: 3 clusters Score -1925092 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1925163.375000 Penalty: 4941.147949
	Iteration 15Q: 3 clusters Score -1925163 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1925229.000000 Penalty: 4941.147949
	Iteration 16Q: 3 clusters Score -1925229 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1925305.375000 Penalty: 4941.147949
	Iteration 17Q: 3 clusters Score -1925305 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1925377.625000 Penalty: 4941.147949
	Iteration 18Q: 3 clusters Score -1925378 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1925453.500000 Penalty: 4941.147949
	Iteration 19Q: 3 clusters Score -1925454 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1925567.000000 Penalty: 4941.147949
	Iteration 20F: 3 clusters Score -1925567 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1925670.375000 Penalty: 4941.147949
	Iteration 21Q: 3 clusters Score -1925670 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1925754.625000 Penalty: 4941.147949
	Iteration 22Q: 3 clusters Score -1925755 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1925812.875000 Penalty: 4941.147949
	Iteration 23Q: 3 clusters Score -1925813 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1925868.250000 Penalty: 4941.147949
	Iteration 24Q: 3 clusters Score -1925868 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1925922.500000 Penalty: 4941.147949
	Iteration 25Q: 3 clusters Score -1925922 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1925979.500000 Penalty: 4941.147949
	Iteration 26Q: 3 clusters Score -1925980 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1926038.625000 Penalty: 4941.147949
	Iteration 27Q: 3 clusters Score -1926039 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1926087.000000 Penalty: 4941.147949
	Iteration 28Q: 3 clusters Score -1926087 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1926116.625000 Penalty: 4941.147949
	Iteration 29Q: 3 clusters Score -1926117 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1926163.375000 Penalty: 4941.147949
	Iteration 30Q: 3 clusters Score -1926163 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1926194.875000 Penalty: 4941.147949
	Iteration 31Q: 3 clusters Score -1926195 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1926233.250000 Penalty: 4941.147949
	Iteration 32Q: 3 clusters Score -1926233 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1926270.750000 Penalty: 4941.147949
	Iteration 33Q: 3 clusters Score -1926271 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -1926305.875000 Penalty: 4941.147949
	Iteration 34Q: 3 clusters Score -1926306 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -1926334.500000 Penalty: 4941.147949
	Iteration 35Q: 3 clusters Score -1926334 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -1926362.375000 Penalty: 4941.147949
	Iteration 36Q: 3 clusters Score -1926362 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -1926383.250000 Penalty: 4941.147949
	Iteration 37Q: 3 clusters Score -1926383 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -1926394.000000 Penalty: 4941.147949
	Iteration 38Q: 3 clusters Score -1926394 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -1926412.375000 Penalty: 4941.147949
	Iteration 39Q: 3 clusters Score -1926412 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -1926442.750000 Penalty: 4941.147949
	Iteration 40F: 3 clusters Score -1926443 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1926462.500000 Penalty: 4941.147949
	Iteration 41Q: 3 clusters Score -1926462 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -1926475.250000 Penalty: 4941.147949
	Iteration 42Q: 3 clusters Score -1926475 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -1926495.250000 Penalty: 4941.147949
	Iteration 43Q: 3 clusters Score -1926495 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -1926514.750000 Penalty: 4941.147949
	Iteration 44Q: 3 clusters Score -1926515 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -1926530.125000 Penalty: 4941.147949
	Iteration 45Q: 3 clusters Score -1926530 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -1926567.375000 Penalty: 4941.147949
	Iteration 46Q: 3 clusters Score -1926567 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -1926609.000000 Penalty: 4941.147949
	Iteration 47Q: 3 clusters Score -1926609 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -1926653.750000 Penalty: 4941.147949
	Iteration 48Q: 3 clusters Score -1926654 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -1926685.250000 Penalty: 4941.147949
	Iteration 49Q: 3 clusters Score -1926685 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -1926698.500000 Penalty: 4941.147949
	Iteration 50Q: 3 clusters Score -1926698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -1926710.000000 Penalty: 4941.147949
	Iteration 51Q: 3 clusters Score -1926710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -1926718.125000 Penalty: 4941.147949
	Iteration 52Q: 3 clusters Score -1926718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -1926726.875000 Penalty: 4941.147949
	Iteration 53Q: 3 clusters Score -1926727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -1926731.250000 Penalty: 4941.147949
	Iteration 54Q: 3 clusters Score -1926731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -1926731.500000 Penalty: 4941.147949
	Iteration 55Q: 3 clusters Score -1926732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -1926735.625000 Penalty: 4941.147949
	Iteration 56Q: 3 clusters Score -1926736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -1926737.625000 Penalty: 4941.147949
	Iteration 57Q: 3 clusters Score -1926738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -1926733.875000 Penalty: 4941.147949
	Iteration 58Q: 3 clusters Score -1926734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -1926739.625000 Penalty: 4941.147949
	Iteration 59Q: 3 clusters Score -1926740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -1926742.625000 Penalty: 4941.147949
	Iteration 60F: 3 clusters Score -1926743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -1926744.000000 Penalty: 4941.147949
	Iteration 61Q: 3 clusters Score -1926744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -1926743.250000 Penalty: 4941.147949
	Iteration 62Q: 3 clusters Score -1926743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -1926747.500000 Penalty: 4941.147949
	Iteration 63Q: 3 clusters Score -1926748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -1926747.000000 Penalty: 4941.147949
	Iteration 64Q: 3 clusters Score -1926747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1926750.375000 Penalty: 4941.147949
	Iteration 65Q: 3 clusters Score -1926750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -1926751.250000 Penalty: 4941.147949
	Iteration 66Q: 3 clusters Score -1926751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -1926748.375000 Penalty: 4941.147949
	Iteration 67Q: 3 clusters Score -1926748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -1926752.125000 Penalty: 4941.147949
	Iteration 68Q: 3 clusters Score -1926752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -1926748.625000 Penalty: 4941.147949
	Iteration 69Q: 3 clusters Score -1926749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -1926749.875000 Penalty: 4941.147949
	Iteration 70Q: 3 clusters Score -1926750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -1926749.875000 Penalty: 4941.147949
	Iteration 71F: 3 clusters Score -1926750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (136907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136907 members 
Entering Unmasked Estep 
Score: -13254996.000000 Penalty: 2933.110107
	Iteration 0F: 2 clusters Score -1.3255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68768 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -13163274.000000 Penalty: 5866.220215
	Iteration 0F: 3 clusters Score -1.316327e+07 nChanged 65210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72376 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -13200783.000000 Penalty: 5866.220215
	Iteration 1F: 3 clusters Score -1.320078e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -13201918.000000 Penalty: 5866.220215
	Iteration 2Q: 3 clusters Score -1.320192e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78271 members 
Mstep: Class 2 contains 58636 members 
Entering Unmasked Estep 
Score: -13203416.000000 Penalty: 5866.220215
	Iteration 3Q: 3 clusters Score -1.320342e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -13205792.000000 Penalty: 5866.220215
	Iteration 4Q: 3 clusters Score -1.320579e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91346 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -13210306.000000 Penalty: 5866.220215
	Iteration 5F: 3 clusters Score -1.321031e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101869 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -13218214.000000 Penalty: 5866.220215
	Iteration 6F: 3 clusters Score -1.321821e+07 nChanged 12617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114478 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -13229931.000000 Penalty: 5866.220215
	Iteration 7F: 3 clusters Score -1.322993e+07 nChanged 11501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125977 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -13241981.000000 Penalty: 5866.220215
	Iteration 8F: 3 clusters Score -1.324198e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132816 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -13249262.000000 Penalty: 5866.220215
	Iteration 9F: 3 clusters Score -1.324926e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135199 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -13251941.000000 Penalty: 5866.220215
	Iteration 10Q: 3 clusters Score -1.325194e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135688 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -13253064.000000 Penalty: 5866.220215
	Iteration 11Q: 3 clusters Score -1.325306e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135560 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -13253824.000000 Penalty: 5866.220215
	Iteration 12Q: 3 clusters Score -1.325382e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135265 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -13254427.000000 Penalty: 5866.220215
	Iteration 13Q: 3 clusters Score -1.325443e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134911 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -13254860.000000 Penalty: 5866.220215
	Iteration 14Q: 3 clusters Score -1.325486e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134531 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -13255195.000000 Penalty: 5866.220215
	Iteration 15Q: 3 clusters Score -1.32552e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134171 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -13255365.000000 Penalty: 5866.220215
	Iteration 16Q: 3 clusters Score -1.325536e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133870 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -13255481.000000 Penalty: 5866.220215
	Iteration 17Q: 3 clusters Score -1.325548e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133628 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -13255607.000000 Penalty: 5866.220215
	Iteration 18Q: 3 clusters Score -1.325561e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133418 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -13255670.000000 Penalty: 5866.220215
	Iteration 19Q: 3 clusters Score -1.325567e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133263 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -13255870.000000 Penalty: 5866.220215
	Iteration 20F: 3 clusters Score -1.325587e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133036 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -13255951.000000 Penalty: 5866.220215
	Iteration 21Q: 3 clusters Score -1.325595e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132870 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -13256016.000000 Penalty: 5866.220215
	Iteration 22Q: 3 clusters Score -1.325602e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132731 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -13256064.000000 Penalty: 5866.220215
	Iteration 23Q: 3 clusters Score -1.325606e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132608 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -13256089.000000 Penalty: 5866.220215
	Iteration 24Q: 3 clusters Score -1.325609e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132506 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -13256129.000000 Penalty: 5866.220215
	Iteration 25Q: 3 clusters Score -1.325613e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132423 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -13256132.000000 Penalty: 5866.220215
	Iteration 26Q: 3 clusters Score -1.325613e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132353 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -13256157.000000 Penalty: 5866.220215
	Iteration 27Q: 3 clusters Score -1.325616e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132286 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -13256154.000000 Penalty: 5866.220215
	Iteration 28Q: 3 clusters Score -1.325615e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132220 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -13256182.000000 Penalty: 5866.220215
	Iteration 29Q: 3 clusters Score -1.325618e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132161 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -13256181.000000 Penalty: 5866.220215
	Iteration 30Q: 3 clusters Score -1.325618e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132101 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -13256191.000000 Penalty: 5866.220215
	Iteration 31Q: 3 clusters Score -1.325619e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132052 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -13256202.000000 Penalty: 5866.220215
	Iteration 32Q: 3 clusters Score -1.32562e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132006 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -13256206.000000 Penalty: 5866.220215
	Iteration 33Q: 3 clusters Score -1.325621e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131973 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -13256207.000000 Penalty: 5866.220215
	Iteration 34Q: 3 clusters Score -1.325621e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131949 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -13256201.000000 Penalty: 5866.220215
	Iteration 35Q: 3 clusters Score -1.32562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131931 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -13256214.000000 Penalty: 5866.220215
	Iteration 36Q: 3 clusters Score -1.325621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131917 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -13256219.000000 Penalty: 5866.220215
	Iteration 37Q: 3 clusters Score -1.325622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131898 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -13256206.000000 Penalty: 5866.220215
	Iteration 38Q: 3 clusters Score -1.325621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131882 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -13256185.000000 Penalty: 5866.220215
	Iteration 39Q: 3 clusters Score -1.325618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131872 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -13256184.000000 Penalty: 5866.220215
	Iteration 40F: 3 clusters Score -1.325618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131864 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -13256202.000000 Penalty: 5866.220215
	Iteration 41Q: 3 clusters Score -1.32562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131855 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -13256195.000000 Penalty: 5866.220215
	Iteration 42Q: 3 clusters Score -1.32562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131848 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -13256191.000000 Penalty: 5866.220215
	Iteration 43Q: 3 clusters Score -1.325619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131844 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -13256203.000000 Penalty: 5866.220215
	Iteration 44Q: 3 clusters Score -1.32562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131842 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -13256193.000000 Penalty: 5866.220215
	Iteration 45Q: 3 clusters Score -1.325619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131843 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -13256190.000000 Penalty: 5866.220215
	Iteration 46Q: 3 clusters Score -1.325619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131842 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -13256196.000000 Penalty: 5866.220215
	Iteration 47Q: 3 clusters Score -1.32562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131841 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -13256192.000000 Penalty: 5866.220215
	Iteration 48Q: 3 clusters Score -1.325619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131839 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -13256204.000000 Penalty: 5866.220215
	Iteration 49Q: 3 clusters Score -1.32562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131836 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -13256201.000000 Penalty: 5866.220215
	Iteration 50Q: 3 clusters Score -1.32562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131834 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -13256207.000000 Penalty: 5866.220215
	Iteration 51Q: 3 clusters Score -1.325621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131831 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -13256200.000000 Penalty: 5866.220215
	Iteration 52Q: 3 clusters Score -1.32562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131828 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -13256210.000000 Penalty: 5866.220215
	Iteration 53Q: 3 clusters Score -1.325621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131825 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -13256202.000000 Penalty: 5866.220215
	Iteration 54Q: 3 clusters Score -1.32562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131825 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -13256202.000000 Penalty: 5866.220215
	Iteration 55F: 3 clusters Score -1.32562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219799 members 
Mstep: Class 5 contains 102258 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 131825 members 
Mstep: Class 9 contains 44330 members 
Mstep: Class 10 contains 10508 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 8822 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 308829 members 
Mstep: Class 15 contains 5251 members 
Mstep: Class 16 contains 24674 members 
Mstep: Class 17 contains 223404 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22752 members 
Mstep: Class 20 contains 11317 members 
Mstep: Class 21 contains 228886 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 64074 members 
Mstep: Class 24 contains 10464 members 
Mstep: Class 25 contains 4596 members 
Mstep: Class 26 contains 6775 members 
Mstep: Class 27 contains 10052 members 
Mstep: Class 28 contains 7580 members 
Mstep: Class 29 contains 10981 members 
Mstep: Class 30 contains 25489 members 
Mstep: Class 31 contains 21670 members 
Mstep: Class 32 contains 7535 members 
Mstep: Class 33 contains 10525 members 
Mstep: Class 34 contains 7320 members 
Mstep: Class 35 contains 5082 members 
Entering Unmasked Estep 
Score: -157695920.000000 Penalty: 124380.453125
Splitting cluster 8 changes total score from -157696304.000000 to -157695920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (44330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Entering Unmasked Estep 
Score: -4328548.000000 Penalty: 2653.455566
	Iteration 0F: 2 clusters Score -4328548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -4298687.500000 Penalty: 5306.911133
	Iteration 0F: 3 clusters Score -4298688 nChanged 20224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -4309694.500000 Penalty: 5306.911133
	Iteration 1F: 3 clusters Score -4309694 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -4310183.000000 Penalty: 5306.911133
	Iteration 2Q: 3 clusters Score -4310183 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -4310676.000000 Penalty: 5306.911133
	Iteration 3Q: 3 clusters Score -4310676 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -4311123.500000 Penalty: 5306.911133
	Iteration 4Q: 3 clusters Score -4311124 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -4311612.500000 Penalty: 5306.911133
	Iteration 5Q: 3 clusters Score -4311612 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -4312069.500000 Penalty: 5306.911133
	Iteration 6Q: 3 clusters Score -4312070 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -4312497.000000 Penalty: 5306.911133
	Iteration 7Q: 3 clusters Score -4312497 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -4313028.000000 Penalty: 5306.911133
	Iteration 8Q: 3 clusters Score -4313028 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -4313528.000000 Penalty: 5306.911133
	Iteration 9Q: 3 clusters Score -4313528 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -4314057.000000 Penalty: 5306.911133
	Iteration 10Q: 3 clusters Score -4314057 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -4314572.000000 Penalty: 5306.911133
	Iteration 11Q: 3 clusters Score -4314572 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -4315129.500000 Penalty: 5306.911133
	Iteration 12Q: 3 clusters Score -4315130 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -4315647.000000 Penalty: 5306.911133
	Iteration 13Q: 3 clusters Score -4315647 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -4316245.500000 Penalty: 5306.911133
	Iteration 14Q: 3 clusters Score -4316246 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -4316984.000000 Penalty: 5306.911133
	Iteration 15Q: 3 clusters Score -4316984 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -4317863.000000 Penalty: 5306.911133
	Iteration 16Q: 3 clusters Score -4317863 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -4318674.500000 Penalty: 5306.911133
	Iteration 17Q: 3 clusters Score -4318674 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -4319269.500000 Penalty: 5306.911133
	Iteration 18Q: 3 clusters Score -4319270 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -4319674.000000 Penalty: 5306.911133
	Iteration 19Q: 3 clusters Score -4319674 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -4319867.000000 Penalty: 5306.911133
	Iteration 20F: 3 clusters Score -4319867 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -4319990.000000 Penalty: 5306.911133
	Iteration 21Q: 3 clusters Score -4319990 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -4320075.500000 Penalty: 5306.911133
	Iteration 22Q: 3 clusters Score -4320076 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -4320167.500000 Penalty: 5306.911133
	Iteration 23Q: 3 clusters Score -4320168 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -4320251.500000 Penalty: 5306.911133
	Iteration 24Q: 3 clusters Score -4320252 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -4320324.000000 Penalty: 5306.911133
	Iteration 25Q: 3 clusters Score -4320324 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -4320387.000000 Penalty: 5306.911133
	Iteration 26Q: 3 clusters Score -4320387 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -4320446.500000 Penalty: 5306.911133
	Iteration 27Q: 3 clusters Score -4320446 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -4320534.000000 Penalty: 5306.911133
	Iteration 28Q: 3 clusters Score -4320534 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -4320584.000000 Penalty: 5306.911133
	Iteration 29Q: 3 clusters Score -4320584 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -4320641.000000 Penalty: 5306.911133
	Iteration 30Q: 3 clusters Score -4320641 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -4320736.500000 Penalty: 5306.911133
	Iteration 31Q: 3 clusters Score -4320736 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -4320782.000000 Penalty: 5306.911133
	Iteration 32Q: 3 clusters Score -4320782 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -4320852.500000 Penalty: 5306.911133
	Iteration 33Q: 3 clusters Score -4320852 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -4320902.000000 Penalty: 5306.911133
	Iteration 34Q: 3 clusters Score -4320902 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -4320972.000000 Penalty: 5306.911133
	Iteration 35Q: 3 clusters Score -4320972 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -4321041.500000 Penalty: 5306.911133
	Iteration 36Q: 3 clusters Score -4321042 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -4321130.000000 Penalty: 5306.911133
	Iteration 37Q: 3 clusters Score -4321130 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -4321220.000000 Penalty: 5306.911133
	Iteration 38Q: 3 clusters Score -4321220 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -4321324.000000 Penalty: 5306.911133
	Iteration 39Q: 3 clusters Score -4321324 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -4321399.000000 Penalty: 5306.911133
	Iteration 40F: 3 clusters Score -4321399 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -4321477.500000 Penalty: 5306.911133
	Iteration 41Q: 3 clusters Score -4321478 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -4321563.500000 Penalty: 5306.911133
	Iteration 42Q: 3 clusters Score -4321564 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -4321633.500000 Penalty: 5306.911133
	Iteration 43Q: 3 clusters Score -4321634 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -4321724.000000 Penalty: 5306.911133
	Iteration 44Q: 3 clusters Score -4321724 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -4321805.500000 Penalty: 5306.911133
	Iteration 45Q: 3 clusters Score -4321806 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -4321898.500000 Penalty: 5306.911133
	Iteration 46Q: 3 clusters Score -4321898 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -4321980.000000 Penalty: 5306.911133
	Iteration 47Q: 3 clusters Score -4321980 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -4322078.000000 Penalty: 5306.911133
	Iteration 48Q: 3 clusters Score -4322078 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -4322205.500000 Penalty: 5306.911133
	Iteration 49Q: 3 clusters Score -4322206 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -4322320.000000 Penalty: 5306.911133
	Iteration 50Q: 3 clusters Score -4322320 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4322415.000000 Penalty: 5306.911133
	Iteration 51Q: 3 clusters Score -4322415 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -4322526.500000 Penalty: 5306.911133
	Iteration 52Q: 3 clusters Score -4322526 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -4322674.000000 Penalty: 5306.911133
	Iteration 53Q: 3 clusters Score -4322674 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -4322772.500000 Penalty: 5306.911133
	Iteration 54Q: 3 clusters Score -4322772 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -4322934.000000 Penalty: 5306.911133
	Iteration 55Q: 3 clusters Score -4322934 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -4323086.000000 Penalty: 5306.911133
	Iteration 56Q: 3 clusters Score -4323086 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -4323253.500000 Penalty: 5306.911133
	Iteration 57Q: 3 clusters Score -4323254 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -4323426.500000 Penalty: 5306.911133
	Iteration 58Q: 3 clusters Score -4323426 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -4323605.500000 Penalty: 5306.911133
	Iteration 59Q: 3 clusters Score -4323606 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -4323776.000000 Penalty: 5306.911133
	Iteration 60F: 3 clusters Score -4323776 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -4323976.500000 Penalty: 5306.911133
	Iteration 61Q: 3 clusters Score -4323976 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -4324176.000000 Penalty: 5306.911133
	Iteration 62Q: 3 clusters Score -4324176 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -4324346.500000 Penalty: 5306.911133
	Iteration 63Q: 3 clusters Score -4324346 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -4324539.000000 Penalty: 5306.911133
	Iteration 64Q: 3 clusters Score -4324539 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -4324730.500000 Penalty: 5306.911133
	Iteration 65Q: 3 clusters Score -4324730 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -4324899.500000 Penalty: 5306.911133
	Iteration 66Q: 3 clusters Score -4324900 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -4325056.000000 Penalty: 5306.911133
	Iteration 67Q: 3 clusters Score -4325056 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -4325219.000000 Penalty: 5306.911133
	Iteration 68Q: 3 clusters Score -4325219 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -4325388.500000 Penalty: 5306.911133
	Iteration 69Q: 3 clusters Score -4325388 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -4325526.500000 Penalty: 5306.911133
	Iteration 70Q: 3 clusters Score -4325526 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -4325658.000000 Penalty: 5306.911133
	Iteration 71Q: 3 clusters Score -4325658 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -4325766.000000 Penalty: 5306.911133
	Iteration 72Q: 3 clusters Score -4325766 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -4325851.500000 Penalty: 5306.911133
	Iteration 73Q: 3 clusters Score -4325852 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -4325915.500000 Penalty: 5306.911133
	Iteration 74Q: 3 clusters Score -4325916 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -4325959.500000 Penalty: 5306.911133
	Iteration 75Q: 3 clusters Score -4325960 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -4325992.000000 Penalty: 5306.911133
	Iteration 76Q: 3 clusters Score -4325992 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -4326016.000000 Penalty: 5306.911133
	Iteration 77Q: 3 clusters Score -4326016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -4326038.500000 Penalty: 5306.911133
	Iteration 78Q: 3 clusters Score -4326038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -4326045.500000 Penalty: 5306.911133
	Iteration 79Q: 3 clusters Score -4326046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -4326069.500000 Penalty: 5306.911133
	Iteration 80F: 3 clusters Score -4326070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -4326094.000000 Penalty: 5306.911133
	Iteration 81Q: 3 clusters Score -4326094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -4326103.000000 Penalty: 5306.911133
	Iteration 82Q: 3 clusters Score -4326103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -4326119.000000 Penalty: 5306.911133
	Iteration 83Q: 3 clusters Score -4326119 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -4326142.500000 Penalty: 5306.911133
	Iteration 84Q: 3 clusters Score -4326142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -4326145.000000 Penalty: 5306.911133
	Iteration 85Q: 3 clusters Score -4326145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -4326149.500000 Penalty: 5306.911133
	Iteration 86Q: 3 clusters Score -4326150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -4326159.500000 Penalty: 5306.911133
	Iteration 87Q: 3 clusters Score -4326160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -4326168.500000 Penalty: 5306.911133
	Iteration 88Q: 3 clusters Score -4326168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -4326180.000000 Penalty: 5306.911133
	Iteration 89Q: 3 clusters Score -4326180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -4326184.000000 Penalty: 5306.911133
	Iteration 90Q: 3 clusters Score -4326184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -4326196.000000 Penalty: 5306.911133
	Iteration 91Q: 3 clusters Score -4326196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -4326198.500000 Penalty: 5306.911133
	Iteration 92Q: 3 clusters Score -4326198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -4326204.500000 Penalty: 5306.911133
	Iteration 93Q: 3 clusters Score -4326204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -4326208.000000 Penalty: 5306.911133
	Iteration 94Q: 3 clusters Score -4326208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -4326213.500000 Penalty: 5306.911133
	Iteration 95Q: 3 clusters Score -4326214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -4326217.500000 Penalty: 5306.911133
	Iteration 96Q: 3 clusters Score -4326218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -4326217.000000 Penalty: 5306.911133
	Iteration 97Q: 3 clusters Score -4326217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -4326221.000000 Penalty: 5306.911133
	Iteration 98Q: 3 clusters Score -4326221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -4326225.000000 Penalty: 5306.911133
	Iteration 99Q: 3 clusters Score -4326225 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -4326223.500000 Penalty: 5306.911133
	Iteration 100F: 3 clusters Score -4326224 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -4326231.500000 Penalty: 5306.911133
	Iteration 101Q: 3 clusters Score -4326232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -4326233.500000 Penalty: 5306.911133
	Iteration 102Q: 3 clusters Score -4326234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -4326227.500000 Penalty: 5306.911133
	Iteration 103Q: 3 clusters Score -4326228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -4326232.500000 Penalty: 5306.911133
	Iteration 104Q: 3 clusters Score -4326232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -4326238.000000 Penalty: 5306.911133
	Iteration 105Q: 3 clusters Score -4326238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -4326242.000000 Penalty: 5306.911133
	Iteration 106Q: 3 clusters Score -4326242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -4326242.000000 Penalty: 5306.911133
	Iteration 107Q: 3 clusters Score -4326242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -4326244.500000 Penalty: 5306.911133
	Iteration 108Q: 3 clusters Score -4326244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -4326241.500000 Penalty: 5306.911133
	Iteration 109Q: 3 clusters Score -4326242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -4326245.500000 Penalty: 5306.911133
	Iteration 110Q: 3 clusters Score -4326246 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -4326244.000000 Penalty: 5306.911133
	Iteration 111Q: 3 clusters Score -4326244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -4326242.500000 Penalty: 5306.911133
	Iteration 112Q: 3 clusters Score -4326242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -4326242.500000 Penalty: 5306.911133
	Iteration 113Q: 3 clusters Score -4326242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -4326242.500000 Penalty: 5306.911133
	Iteration 114F: 3 clusters Score -4326242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Entering Unmasked Estep 
Score: -990444.000000 Penalty: 2296.453369
	Iteration 0F: 2 clusters Score -990444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -982489.312500 Penalty: 4592.906738
	Iteration 0F: 3 clusters Score -982489.3 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -984859.875000 Penalty: 4592.906738
	Iteration 1F: 3 clusters Score -984859.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -985186.562500 Penalty: 4592.906738
	Iteration 2F: 3 clusters Score -985186.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -985399.750000 Penalty: 4592.906738
	Iteration 3Q: 3 clusters Score -985399.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -985554.812500 Penalty: 4592.906738
	Iteration 4Q: 3 clusters Score -985554.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -985690.000000 Penalty: 4592.906738
	Iteration 5Q: 3 clusters Score -985690 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -985833.375000 Penalty: 4592.906738
	Iteration 6Q: 3 clusters Score -985833.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -985967.687500 Penalty: 4592.906738
	Iteration 7Q: 3 clusters Score -985967.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -986112.125000 Penalty: 4592.906738
	Iteration 8Q: 3 clusters Score -986112.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -986275.500000 Penalty: 4592.906738
	Iteration 9Q: 3 clusters Score -986275.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -986470.250000 Penalty: 4592.906738
	Iteration 10Q: 3 clusters Score -986470.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -986686.500000 Penalty: 4592.906738
	Iteration 11Q: 3 clusters Score -986686.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -986916.312500 Penalty: 4592.906738
	Iteration 12Q: 3 clusters Score -986916.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -987125.750000 Penalty: 4592.906738
	Iteration 13Q: 3 clusters Score -987125.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -987347.937500 Penalty: 4592.906738
	Iteration 14Q: 3 clusters Score -987347.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -987556.937500 Penalty: 4592.906738
	Iteration 15Q: 3 clusters Score -987556.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -987725.125000 Penalty: 4592.906738
	Iteration 16Q: 3 clusters Score -987725.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -987866.187500 Penalty: 4592.906738
	Iteration 17Q: 3 clusters Score -987866.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -987975.687500 Penalty: 4592.906738
	Iteration 18Q: 3 clusters Score -987975.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -988073.750000 Penalty: 4592.906738
	Iteration 19Q: 3 clusters Score -988073.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -988132.500000 Penalty: 4592.906738
	Iteration 20F: 3 clusters Score -988132.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -988178.875000 Penalty: 4592.906738
	Iteration 21Q: 3 clusters Score -988178.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -988213.937500 Penalty: 4592.906738
	Iteration 22Q: 3 clusters Score -988213.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -988240.250000 Penalty: 4592.906738
	Iteration 23Q: 3 clusters Score -988240.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -988261.625000 Penalty: 4592.906738
	Iteration 24Q: 3 clusters Score -988261.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -988281.250000 Penalty: 4592.906738
	Iteration 25Q: 3 clusters Score -988281.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -988292.000000 Penalty: 4592.906738
	Iteration 26Q: 3 clusters Score -988292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -988298.187500 Penalty: 4592.906738
	Iteration 27Q: 3 clusters Score -988298.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -988303.250000 Penalty: 4592.906738
	Iteration 28Q: 3 clusters Score -988303.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -988312.500000 Penalty: 4592.906738
	Iteration 29Q: 3 clusters Score -988312.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -988320.062500 Penalty: 4592.906738
	Iteration 30Q: 3 clusters Score -988320.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -988326.062500 Penalty: 4592.906738
	Iteration 31Q: 3 clusters Score -988326.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -988333.000000 Penalty: 4592.906738
	Iteration 32Q: 3 clusters Score -988333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -988347.312500 Penalty: 4592.906738
	Iteration 33Q: 3 clusters Score -988347.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -988355.625000 Penalty: 4592.906738
	Iteration 34Q: 3 clusters Score -988355.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -988357.750000 Penalty: 4592.906738
	Iteration 35Q: 3 clusters Score -988357.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -988364.062500 Penalty: 4592.906738
	Iteration 36Q: 3 clusters Score -988364.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -988368.125000 Penalty: 4592.906738
	Iteration 37Q: 3 clusters Score -988368.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -988375.562500 Penalty: 4592.906738
	Iteration 38Q: 3 clusters Score -988375.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -988375.000000 Penalty: 4592.906738
	Iteration 39Q: 3 clusters Score -988375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -988375.937500 Penalty: 4592.906738
	Iteration 40F: 3 clusters Score -988375.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -988376.687500 Penalty: 4592.906738
	Iteration 41Q: 3 clusters Score -988376.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -988376.562500 Penalty: 4592.906738
	Iteration 42Q: 3 clusters Score -988376.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -988381.812500 Penalty: 4592.906738
	Iteration 43Q: 3 clusters Score -988381.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -988383.562500 Penalty: 4592.906738
	Iteration 44Q: 3 clusters Score -988383.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -988383.687500 Penalty: 4592.906738
	Iteration 45Q: 3 clusters Score -988383.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -988387.437500 Penalty: 4592.906738
	Iteration 46Q: 3 clusters Score -988387.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -988393.562500 Penalty: 4592.906738
	Iteration 47Q: 3 clusters Score -988393.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -988393.437500 Penalty: 4592.906738
	Iteration 48Q: 3 clusters Score -988393.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -988397.750000 Penalty: 4592.906738
	Iteration 49Q: 3 clusters Score -988397.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -988399.187500 Penalty: 4592.906738
	Iteration 50Q: 3 clusters Score -988399.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -988400.875000 Penalty: 4592.906738
	Iteration 51Q: 3 clusters Score -988400.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -988403.750000 Penalty: 4592.906738
	Iteration 52Q: 3 clusters Score -988403.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -988404.062500 Penalty: 4592.906738
	Iteration 53Q: 3 clusters Score -988404.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -988403.812500 Penalty: 4592.906738
	Iteration 54Q: 3 clusters Score -988403.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -988403.562500 Penalty: 4592.906738
	Iteration 55Q: 3 clusters Score -988403.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -988405.875000 Penalty: 4592.906738
	Iteration 56Q: 3 clusters Score -988405.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -988408.562500 Penalty: 4592.906738
	Iteration 57Q: 3 clusters Score -988408.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -988408.125000 Penalty: 4592.906738
	Iteration 58Q: 3 clusters Score -988408.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -988410.187500 Penalty: 4592.906738
	Iteration 59Q: 3 clusters Score -988410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -988411.250000 Penalty: 4592.906738
	Iteration 60F: 3 clusters Score -988411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Entering Unmasked Estep 
Score: -416777.562500 Penalty: 2101.674561
	Iteration 0F: 2 clusters Score -416777.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -412387.718750 Penalty: 4203.349121
	Iteration 0F: 3 clusters Score -412387.7 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -413551.343750 Penalty: 4203.349121
	Iteration 1F: 3 clusters Score -413551.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -413828.093750 Penalty: 4203.349121
	Iteration 2F: 3 clusters Score -413828.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -414067.718750 Penalty: 4203.349121
	Iteration 3F: 3 clusters Score -414067.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -414306.125000 Penalty: 4203.349121
	Iteration 4F: 3 clusters Score -414306.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -414500.812500 Penalty: 4203.349121
	Iteration 5F: 3 clusters Score -414500.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -414673.031250 Penalty: 4203.349121
	Iteration 6Q: 3 clusters Score -414673 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -414834.562500 Penalty: 4203.349121
	Iteration 7Q: 3 clusters Score -414834.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -414984.218750 Penalty: 4203.349121
	Iteration 8Q: 3 clusters Score -414984.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -415118.625000 Penalty: 4203.349121
	Iteration 9Q: 3 clusters Score -415118.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -415250.343750 Penalty: 4203.349121
	Iteration 10Q: 3 clusters Score -415250.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -415388.375000 Penalty: 4203.349121
	Iteration 11Q: 3 clusters Score -415388.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -415488.031250 Penalty: 4203.349121
	Iteration 12Q: 3 clusters Score -415488 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -415569.718750 Penalty: 4203.349121
	Iteration 13Q: 3 clusters Score -415569.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -415654.593750 Penalty: 4203.349121
	Iteration 14Q: 3 clusters Score -415654.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -415723.531250 Penalty: 4203.349121
	Iteration 15Q: 3 clusters Score -415723.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -415784.093750 Penalty: 4203.349121
	Iteration 16Q: 3 clusters Score -415784.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -415859.937500 Penalty: 4203.349121
	Iteration 17Q: 3 clusters Score -415859.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -415923.187500 Penalty: 4203.349121
	Iteration 18Q: 3 clusters Score -415923.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -415967.000000 Penalty: 4203.349121
	Iteration 19Q: 3 clusters Score -415967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -415995.625000 Penalty: 4203.349121
	Iteration 20F: 3 clusters Score -415995.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -416011.812500 Penalty: 4203.349121
	Iteration 21Q: 3 clusters Score -416011.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -416024.250000 Penalty: 4203.349121
	Iteration 22Q: 3 clusters Score -416024.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -416030.593750 Penalty: 4203.349121
	Iteration 23Q: 3 clusters Score -416030.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -416037.093750 Penalty: 4203.349121
	Iteration 24Q: 3 clusters Score -416037.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -416042.531250 Penalty: 4203.349121
	Iteration 25Q: 3 clusters Score -416042.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -416047.687500 Penalty: 4203.349121
	Iteration 26Q: 3 clusters Score -416047.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -416050.468750 Penalty: 4203.349121
	Iteration 27Q: 3 clusters Score -416050.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -416053.750000 Penalty: 4203.349121
	Iteration 28Q: 3 clusters Score -416053.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -416056.406250 Penalty: 4203.349121
	Iteration 29Q: 3 clusters Score -416056.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -416058.687500 Penalty: 4203.349121
	Iteration 30Q: 3 clusters Score -416058.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -416060.437500 Penalty: 4203.349121
	Iteration 31Q: 3 clusters Score -416060.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -416063.343750 Penalty: 4203.349121
	Iteration 32Q: 3 clusters Score -416063.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -416064.656250 Penalty: 4203.349121
	Iteration 33Q: 3 clusters Score -416064.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -416063.500000 Penalty: 4203.349121
	Iteration 34Q: 3 clusters Score -416063.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -416063.906250 Penalty: 4203.349121
	Iteration 35Q: 3 clusters Score -416063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -416065.031250 Penalty: 4203.349121
	Iteration 36Q: 3 clusters Score -416065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -416064.562500 Penalty: 4203.349121
	Iteration 37Q: 3 clusters Score -416064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -416065.593750 Penalty: 4203.349121
	Iteration 38Q: 3 clusters Score -416065.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -416067.406250 Penalty: 4203.349121
	Iteration 39Q: 3 clusters Score -416067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -416068.031250 Penalty: 4203.349121
	Iteration 40F: 3 clusters Score -416068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -416067.968750 Penalty: 4203.349121
	Iteration 41Q: 3 clusters Score -416068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -416068.218750 Penalty: 4203.349121
	Iteration 42Q: 3 clusters Score -416068.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -416068.218750 Penalty: 4203.349121
	Iteration 43F: 3 clusters Score -416068.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Entering Unmasked Estep 
Score: -814654.812500 Penalty: 2253.081055
	Iteration 0F: 2 clusters Score -814654.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -807686.500000 Penalty: 4506.162109
	Iteration 0F: 3 clusters Score -807686.5 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -809590.187500 Penalty: 4506.162109
	Iteration 1F: 3 clusters Score -809590.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -809901.875000 Penalty: 4506.162109
	Iteration 2F: 3 clusters Score -809901.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -810144.562500 Penalty: 4506.162109
	Iteration 3F: 3 clusters Score -810144.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -810384.875000 Penalty: 4506.162109
	Iteration 4Q: 3 clusters Score -810384.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -810611.250000 Penalty: 4506.162109
	Iteration 5Q: 3 clusters Score -810611.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -810878.750000 Penalty: 4506.162109
	Iteration 6Q: 3 clusters Score -810878.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -811194.875000 Penalty: 4506.162109
	Iteration 7F: 3 clusters Score -811194.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -811542.625000 Penalty: 4506.162109
	Iteration 8F: 3 clusters Score -811542.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -811851.000000 Penalty: 4506.162109
	Iteration 9Q: 3 clusters Score -811851 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -812138.875000 Penalty: 4506.162109
	Iteration 10Q: 3 clusters Score -812138.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -812413.812500 Penalty: 4506.162109
	Iteration 11Q: 3 clusters Score -812413.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -812635.000000 Penalty: 4506.162109
	Iteration 12Q: 3 clusters Score -812635 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -812799.625000 Penalty: 4506.162109
	Iteration 13Q: 3 clusters Score -812799.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -812914.125000 Penalty: 4506.162109
	Iteration 14Q: 3 clusters Score -812914.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -813010.687500 Penalty: 4506.162109
	Iteration 15Q: 3 clusters Score -813010.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -813069.062500 Penalty: 4506.162109
	Iteration 16Q: 3 clusters Score -813069.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -813108.187500 Penalty: 4506.162109
	Iteration 17Q: 3 clusters Score -813108.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -813138.375000 Penalty: 4506.162109
	Iteration 18Q: 3 clusters Score -813138.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -813160.750000 Penalty: 4506.162109
	Iteration 19Q: 3 clusters Score -813160.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -813174.687500 Penalty: 4506.162109
	Iteration 20F: 3 clusters Score -813174.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -813181.562500 Penalty: 4506.162109
	Iteration 21Q: 3 clusters Score -813181.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -813189.812500 Penalty: 4506.162109
	Iteration 22Q: 3 clusters Score -813189.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -813195.125000 Penalty: 4506.162109
	Iteration 23Q: 3 clusters Score -813195.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -813202.562500 Penalty: 4506.162109
	Iteration 24Q: 3 clusters Score -813202.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -813207.875000 Penalty: 4506.162109
	Iteration 25Q: 3 clusters Score -813207.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -813212.937500 Penalty: 4506.162109
	Iteration 26Q: 3 clusters Score -813212.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -813213.625000 Penalty: 4506.162109
	Iteration 27Q: 3 clusters Score -813213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -813212.875000 Penalty: 4506.162109
	Iteration 28Q: 3 clusters Score -813212.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -813212.125000 Penalty: 4506.162109
	Iteration 29Q: 3 clusters Score -813212.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -813214.875000 Penalty: 4506.162109
	Iteration 30Q: 3 clusters Score -813214.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -813217.312500 Penalty: 4506.162109
	Iteration 31Q: 3 clusters Score -813217.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -813217.812500 Penalty: 4506.162109
	Iteration 32Q: 3 clusters Score -813217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -813221.000000 Penalty: 4506.162109
	Iteration 33Q: 3 clusters Score -813221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -813221.312500 Penalty: 4506.162109
	Iteration 34Q: 3 clusters Score -813221.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -813221.312500 Penalty: 4506.162109
	Iteration 35F: 3 clusters Score -813221.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Entering Unmasked Estep 
Score: -2596796.000000 Penalty: 2529.099854
	Iteration 0F: 2 clusters Score -2596796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2578248.000000 Penalty: 5058.199707
	Iteration 0F: 3 clusters Score -2578248 nChanged 11987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2584755.000000 Penalty: 5058.199707
	Iteration 1F: 3 clusters Score -2584755 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2585253.000000 Penalty: 5058.199707
	Iteration 2F: 3 clusters Score -2585253 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2585719.750000 Penalty: 5058.199707
	Iteration 3Q: 3 clusters Score -2585720 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2586277.500000 Penalty: 5058.199707
	Iteration 4Q: 3 clusters Score -2586278 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2586973.000000 Penalty: 5058.199707
	Iteration 5F: 3 clusters Score -2586973 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2587947.500000 Penalty: 5058.199707
	Iteration 6F: 3 clusters Score -2587948 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2589182.500000 Penalty: 5058.199707
	Iteration 7F: 3 clusters Score -2589182 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2590593.500000 Penalty: 5058.199707
	Iteration 8F: 3 clusters Score -2590594 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2591849.000000 Penalty: 5058.199707
	Iteration 9F: 3 clusters Score -2591849 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2592888.750000 Penalty: 5058.199707
	Iteration 10Q: 3 clusters Score -2592889 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2593572.000000 Penalty: 5058.199707
	Iteration 11Q: 3 clusters Score -2593572 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2594007.250000 Penalty: 5058.199707
	Iteration 12Q: 3 clusters Score -2594007 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2594254.750000 Penalty: 5058.199707
	Iteration 13Q: 3 clusters Score -2594255 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2594381.000000 Penalty: 5058.199707
	Iteration 14Q: 3 clusters Score -2594381 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2594491.500000 Penalty: 5058.199707
	Iteration 15Q: 3 clusters Score -2594492 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2594554.000000 Penalty: 5058.199707
	Iteration 16Q: 3 clusters Score -2594554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2594598.500000 Penalty: 5058.199707
	Iteration 17Q: 3 clusters Score -2594598 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2594640.000000 Penalty: 5058.199707
	Iteration 18Q: 3 clusters Score -2594640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2594677.750000 Penalty: 5058.199707
	Iteration 19Q: 3 clusters Score -2594678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2594689.750000 Penalty: 5058.199707
	Iteration 20F: 3 clusters Score -2594690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2594708.500000 Penalty: 5058.199707
	Iteration 21Q: 3 clusters Score -2594708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2594724.500000 Penalty: 5058.199707
	Iteration 22Q: 3 clusters Score -2594724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2594736.500000 Penalty: 5058.199707
	Iteration 23Q: 3 clusters Score -2594736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2594743.000000 Penalty: 5058.199707
	Iteration 24Q: 3 clusters Score -2594743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2594740.750000 Penalty: 5058.199707
	Iteration 25Q: 3 clusters Score -2594741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2594746.000000 Penalty: 5058.199707
	Iteration 26Q: 3 clusters Score -2594746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2594748.750000 Penalty: 5058.199707
	Iteration 27Q: 3 clusters Score -2594749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2594751.000000 Penalty: 5058.199707
	Iteration 28Q: 3 clusters Score -2594751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2594755.500000 Penalty: 5058.199707
	Iteration 29Q: 3 clusters Score -2594756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2594754.500000 Penalty: 5058.199707
	Iteration 30Q: 3 clusters Score -2594754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2594754.000000 Penalty: 5058.199707
	Iteration 31Q: 3 clusters Score -2594754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2594754.750000 Penalty: 5058.199707
	Iteration 32Q: 3 clusters Score -2594755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2594755.000000 Penalty: 5058.199707
	Iteration 33Q: 3 clusters Score -2594755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2594759.500000 Penalty: 5058.199707
	Iteration 34Q: 3 clusters Score -2594760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2594756.750000 Penalty: 5058.199707
	Iteration 35Q: 3 clusters Score -2594757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2594761.250000 Penalty: 5058.199707
	Iteration 36Q: 3 clusters Score -2594761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2594760.750000 Penalty: 5058.199707
	Iteration 37Q: 3 clusters Score -2594761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2594760.750000 Penalty: 5058.199707
	Iteration 38F: 3 clusters Score -2594761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (308829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308829 members 
Entering Unmasked Estep 
Score: -30237618.000000 Penalty: 3134.854736
	Iteration 0F: 2 clusters Score -3.023762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154855 members 
Mstep: Class 2 contains 153974 members 
Entering Unmasked Estep 
Score: -30040878.000000 Penalty: 6269.709473
	Iteration 0F: 3 clusters Score -3.004088e+07 nChanged 149586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163147 members 
Mstep: Class 2 contains 145682 members 
Entering Unmasked Estep 
Score: -30130440.000000 Penalty: 6269.709473
	Iteration 1F: 3 clusters Score -3.013044e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168703 members 
Mstep: Class 2 contains 140126 members 
Entering Unmasked Estep 
Score: -30132526.000000 Penalty: 6269.709473
	Iteration 2Q: 3 clusters Score -3.013253e+07 nChanged 11481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177470 members 
Mstep: Class 2 contains 131359 members 
Entering Unmasked Estep 
Score: -30136046.000000 Penalty: 6269.709473
	Iteration 3Q: 3 clusters Score -3.013605e+07 nChanged 15011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190619 members 
Mstep: Class 2 contains 118210 members 
Entering Unmasked Estep 
Score: -30142220.000000 Penalty: 6269.709473
	Iteration 4Q: 3 clusters Score -3.014222e+07 nChanged 19645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208848 members 
Mstep: Class 2 contains 99981 members 
Entering Unmasked Estep 
Score: -30152550.000000 Penalty: 6269.709473
	Iteration 5F: 3 clusters Score -3.015255e+07 nChanged 23354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231184 members 
Mstep: Class 2 contains 77645 members 
Entering Unmasked Estep 
Score: -30166974.000000 Penalty: 6269.709473
	Iteration 6F: 3 clusters Score -3.016697e+07 nChanged 23618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254078 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -30185326.000000 Penalty: 6269.709473
	Iteration 7F: 3 clusters Score -3.018533e+07 nChanged 19570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273240 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -30202166.000000 Penalty: 6269.709473
	Iteration 8F: 3 clusters Score -3.020217e+07 nChanged 13750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286786 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -30215184.000000 Penalty: 6269.709473
	Iteration 9Q: 3 clusters Score -3.021518e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295217 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -30223512.000000 Penalty: 6269.709473
	Iteration 10Q: 3 clusters Score -3.022351e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300205 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -30228444.000000 Penalty: 6269.709473
	Iteration 11Q: 3 clusters Score -3.022844e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302923 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -30231438.000000 Penalty: 6269.709473
	Iteration 12Q: 3 clusters Score -3.023144e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304407 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -30232822.000000 Penalty: 6269.709473
	Iteration 13Q: 3 clusters Score -3.023282e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305231 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -30233658.000000 Penalty: 6269.709473
	Iteration 14Q: 3 clusters Score -3.023366e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305771 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -30234152.000000 Penalty: 6269.709473
	Iteration 15Q: 3 clusters Score -3.023415e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306116 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -30234424.000000 Penalty: 6269.709473
	Iteration 16Q: 3 clusters Score -3.023442e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306361 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -30234616.000000 Penalty: 6269.709473
	Iteration 17Q: 3 clusters Score -3.023462e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306535 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -30234812.000000 Penalty: 6269.709473
	Iteration 18Q: 3 clusters Score -3.023481e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306655 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -30234960.000000 Penalty: 6269.709473
	Iteration 19Q: 3 clusters Score -3.023496e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306759 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -30235080.000000 Penalty: 6269.709473
	Iteration 20F: 3 clusters Score -3.023508e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306834 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -30235182.000000 Penalty: 6269.709473
	Iteration 21Q: 3 clusters Score -3.023518e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306894 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -30235268.000000 Penalty: 6269.709473
	Iteration 22Q: 3 clusters Score -3.023527e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306959 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -30235304.000000 Penalty: 6269.709473
	Iteration 23Q: 3 clusters Score -3.02353e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307011 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -30235436.000000 Penalty: 6269.709473
	Iteration 24Q: 3 clusters Score -3.023544e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307047 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -30235564.000000 Penalty: 6269.709473
	Iteration 25Q: 3 clusters Score -3.023556e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307079 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -30235618.000000 Penalty: 6269.709473
	Iteration 26Q: 3 clusters Score -3.023562e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307117 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -30235646.000000 Penalty: 6269.709473
	Iteration 27Q: 3 clusters Score -3.023565e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307139 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -30235682.000000 Penalty: 6269.709473
	Iteration 28Q: 3 clusters Score -3.023568e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307153 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -30235698.000000 Penalty: 6269.709473
	Iteration 29Q: 3 clusters Score -3.02357e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307170 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -30235722.000000 Penalty: 6269.709473
	Iteration 30Q: 3 clusters Score -3.023572e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307174 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -30235734.000000 Penalty: 6269.709473
	Iteration 31Q: 3 clusters Score -3.023573e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307181 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -30235756.000000 Penalty: 6269.709473
	Iteration 32Q: 3 clusters Score -3.023576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307184 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -30235752.000000 Penalty: 6269.709473
	Iteration 33Q: 3 clusters Score -3.023575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307185 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -30235772.000000 Penalty: 6269.709473
	Iteration 34Q: 3 clusters Score -3.023577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307188 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -30235770.000000 Penalty: 6269.709473
	Iteration 35Q: 3 clusters Score -3.023577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307190 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -30235766.000000 Penalty: 6269.709473
	Iteration 36Q: 3 clusters Score -3.023577e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307194 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -30235762.000000 Penalty: 6269.709473
	Iteration 37Q: 3 clusters Score -3.023576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307195 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -30235772.000000 Penalty: 6269.709473
	Iteration 38Q: 3 clusters Score -3.023577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307197 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -30235768.000000 Penalty: 6269.709473
	Iteration 39Q: 3 clusters Score -3.023577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307198 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -30235768.000000 Penalty: 6269.709473
	Iteration 40F: 3 clusters Score -3.023577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307197 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -30235774.000000 Penalty: 6269.709473
	Iteration 41Q: 3 clusters Score -3.023577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307198 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -30235762.000000 Penalty: 6269.709473
	Iteration 42Q: 3 clusters Score -3.023576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307201 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -30235768.000000 Penalty: 6269.709473
	Iteration 43Q: 3 clusters Score -3.023577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307205 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -30235770.000000 Penalty: 6269.709473
	Iteration 44Q: 3 clusters Score -3.023577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307206 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -30235782.000000 Penalty: 6269.709473
	Iteration 45Q: 3 clusters Score -3.023578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307204 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -30235774.000000 Penalty: 6269.709473
	Iteration 46Q: 3 clusters Score -3.023577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307203 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -30235800.000000 Penalty: 6269.709473
	Iteration 47Q: 3 clusters Score -3.02358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307203 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -30235800.000000 Penalty: 6269.709473
	Iteration 48F: 3 clusters Score -3.02358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Entering Unmasked Estep 
Score: -485016.406250 Penalty: 2124.411133
	Iteration 0F: 2 clusters Score -485016.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -480352.437500 Penalty: 4248.822266
	Iteration 0F: 3 clusters Score -480352.4 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -481498.468750 Penalty: 4248.822266
	Iteration 1F: 3 clusters Score -481498.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -481719.406250 Penalty: 4248.822266
	Iteration 2F: 3 clusters Score -481719.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -481845.156250 Penalty: 4248.822266
	Iteration 3Q: 3 clusters Score -481845.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -481923.718750 Penalty: 4248.822266
	Iteration 4Q: 3 clusters Score -481923.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -481980.218750 Penalty: 4248.822266
	Iteration 5Q: 3 clusters Score -481980.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -482023.593750 Penalty: 4248.822266
	Iteration 6Q: 3 clusters Score -482023.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -482062.531250 Penalty: 4248.822266
	Iteration 7Q: 3 clusters Score -482062.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -482097.062500 Penalty: 4248.822266
	Iteration 8Q: 3 clusters Score -482097.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -482126.093750 Penalty: 4248.822266
	Iteration 9Q: 3 clusters Score -482126.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -482149.375000 Penalty: 4248.822266
	Iteration 10Q: 3 clusters Score -482149.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -482165.375000 Penalty: 4248.822266
	Iteration 11Q: 3 clusters Score -482165.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -482180.875000 Penalty: 4248.822266
	Iteration 12Q: 3 clusters Score -482180.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -482189.968750 Penalty: 4248.822266
	Iteration 13Q: 3 clusters Score -482190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -482197.593750 Penalty: 4248.822266
	Iteration 14Q: 3 clusters Score -482197.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -482203.500000 Penalty: 4248.822266
	Iteration 15Q: 3 clusters Score -482203.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -482210.593750 Penalty: 4248.822266
	Iteration 16Q: 3 clusters Score -482210.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -482216.718750 Penalty: 4248.822266
	Iteration 17Q: 3 clusters Score -482216.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -482225.156250 Penalty: 4248.822266
	Iteration 18Q: 3 clusters Score -482225.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -482232.531250 Penalty: 4248.822266
	Iteration 19Q: 3 clusters Score -482232.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -482241.781250 Penalty: 4248.822266
	Iteration 20F: 3 clusters Score -482241.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -482254.125000 Penalty: 4248.822266
	Iteration 21Q: 3 clusters Score -482254.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -482266.781250 Penalty: 4248.822266
	Iteration 22Q: 3 clusters Score -482266.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -482283.000000 Penalty: 4248.822266
	Iteration 23Q: 3 clusters Score -482283 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -482295.875000 Penalty: 4248.822266
	Iteration 24Q: 3 clusters Score -482295.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -482308.875000 Penalty: 4248.822266
	Iteration 25Q: 3 clusters Score -482308.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -482327.468750 Penalty: 4248.822266
	Iteration 26Q: 3 clusters Score -482327.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -482352.406250 Penalty: 4248.822266
	Iteration 27Q: 3 clusters Score -482352.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -482379.031250 Penalty: 4248.822266
	Iteration 28Q: 3 clusters Score -482379 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -482408.406250 Penalty: 4248.822266
	Iteration 29Q: 3 clusters Score -482408.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -482438.718750 Penalty: 4248.822266
	Iteration 30Q: 3 clusters Score -482438.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -482477.812500 Penalty: 4248.822266
	Iteration 31Q: 3 clusters Score -482477.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -482523.875000 Penalty: 4248.822266
	Iteration 32Q: 3 clusters Score -482523.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -482576.718750 Penalty: 4248.822266
	Iteration 33Q: 3 clusters Score -482576.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -482639.562500 Penalty: 4248.822266
	Iteration 34Q: 3 clusters Score -482639.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -482711.625000 Penalty: 4248.822266
	Iteration 35Q: 3 clusters Score -482711.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -482802.843750 Penalty: 4248.822266
	Iteration 36Q: 3 clusters Score -482802.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -482910.812500 Penalty: 4248.822266
	Iteration 37Q: 3 clusters Score -482910.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -483037.781250 Penalty: 4248.822266
	Iteration 38Q: 3 clusters Score -483037.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -483161.093750 Penalty: 4248.822266
	Iteration 39Q: 3 clusters Score -483161.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -483269.875000 Penalty: 4248.822266
	Iteration 40F: 3 clusters Score -483269.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -483352.093750 Penalty: 4248.822266
	Iteration 41Q: 3 clusters Score -483352.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -483422.343750 Penalty: 4248.822266
	Iteration 42Q: 3 clusters Score -483422.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -483474.468750 Penalty: 4248.822266
	Iteration 43Q: 3 clusters Score -483474.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -483503.062500 Penalty: 4248.822266
	Iteration 44Q: 3 clusters Score -483503.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -483527.875000 Penalty: 4248.822266
	Iteration 45Q: 3 clusters Score -483527.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -483543.687500 Penalty: 4248.822266
	Iteration 46Q: 3 clusters Score -483543.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -483553.062500 Penalty: 4248.822266
	Iteration 47Q: 3 clusters Score -483553.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -483557.000000 Penalty: 4248.822266
	Iteration 48Q: 3 clusters Score -483557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -483561.093750 Penalty: 4248.822266
	Iteration 49Q: 3 clusters Score -483561.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -483566.468750 Penalty: 4248.822266
	Iteration 50Q: 3 clusters Score -483566.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -483571.062500 Penalty: 4248.822266
	Iteration 51Q: 3 clusters Score -483571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -483575.593750 Penalty: 4248.822266
	Iteration 52Q: 3 clusters Score -483575.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -483575.593750 Penalty: 4248.822266
	Iteration 53F: 3 clusters Score -483575.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Entering Unmasked Estep 
Score: -2213374.500000 Penalty: 2508.149414
	Iteration 0F: 2 clusters Score -2213374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2196253.250000 Penalty: 5016.298828
	Iteration 0F: 3 clusters Score -2196253 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2202682.750000 Penalty: 5016.298828
	Iteration 1F: 3 clusters Score -2202683 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2203564.750000 Penalty: 5016.298828
	Iteration 2F: 3 clusters Score -2203565 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2204419.250000 Penalty: 5016.298828
	Iteration 3F: 3 clusters Score -2204419 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2205206.500000 Penalty: 5016.298828
	Iteration 4F: 3 clusters Score -2205206 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2205910.500000 Penalty: 5016.298828
	Iteration 5F: 3 clusters Score -2205910 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2206569.250000 Penalty: 5016.298828
	Iteration 6Q: 3 clusters Score -2206569 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2207207.750000 Penalty: 5016.298828
	Iteration 7Q: 3 clusters Score -2207208 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2207850.000000 Penalty: 5016.298828
	Iteration 8Q: 3 clusters Score -2207850 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2208486.500000 Penalty: 5016.298828
	Iteration 9Q: 3 clusters Score -2208486 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2209048.000000 Penalty: 5016.298828
	Iteration 10Q: 3 clusters Score -2209048 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2209551.250000 Penalty: 5016.298828
	Iteration 11Q: 3 clusters Score -2209551 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2210024.250000 Penalty: 5016.298828
	Iteration 12Q: 3 clusters Score -2210024 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2210436.750000 Penalty: 5016.298828
	Iteration 13Q: 3 clusters Score -2210437 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2210781.250000 Penalty: 5016.298828
	Iteration 14Q: 3 clusters Score -2210781 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2211083.000000 Penalty: 5016.298828
	Iteration 15Q: 3 clusters Score -2211083 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2211290.750000 Penalty: 5016.298828
	Iteration 16Q: 3 clusters Score -2211291 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2211482.250000 Penalty: 5016.298828
	Iteration 17Q: 3 clusters Score -2211482 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2211659.000000 Penalty: 5016.298828
	Iteration 18Q: 3 clusters Score -2211659 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -2211812.000000 Penalty: 5016.298828
	Iteration 19Q: 3 clusters Score -2211812 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -2211905.250000 Penalty: 5016.298828
	Iteration 20F: 3 clusters Score -2211905 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2211975.000000 Penalty: 5016.298828
	Iteration 21Q: 3 clusters Score -2211975 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2212003.250000 Penalty: 5016.298828
	Iteration 22Q: 3 clusters Score -2212003 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -2212023.750000 Penalty: 5016.298828
	Iteration 23Q: 3 clusters Score -2212024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -2212043.000000 Penalty: 5016.298828
	Iteration 24Q: 3 clusters Score -2212043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -2212052.750000 Penalty: 5016.298828
	Iteration 25Q: 3 clusters Score -2212053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -2212058.500000 Penalty: 5016.298828
	Iteration 26Q: 3 clusters Score -2212058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -2212074.500000 Penalty: 5016.298828
	Iteration 27Q: 3 clusters Score -2212074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -2212071.750000 Penalty: 5016.298828
	Iteration 28Q: 3 clusters Score -2212072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -2212082.000000 Penalty: 5016.298828
	Iteration 29Q: 3 clusters Score -2212082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -2212083.500000 Penalty: 5016.298828
	Iteration 30Q: 3 clusters Score -2212084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -2212088.000000 Penalty: 5016.298828
	Iteration 31Q: 3 clusters Score -2212088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -2212089.000000 Penalty: 5016.298828
	Iteration 32Q: 3 clusters Score -2212089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -2212090.500000 Penalty: 5016.298828
	Iteration 33Q: 3 clusters Score -2212090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2212088.500000 Penalty: 5016.298828
	Iteration 34Q: 3 clusters Score -2212088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -2212091.000000 Penalty: 5016.298828
	Iteration 35Q: 3 clusters Score -2212091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -2212091.500000 Penalty: 5016.298828
	Iteration 36Q: 3 clusters Score -2212092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -2212093.000000 Penalty: 5016.298828
	Iteration 37Q: 3 clusters Score -2212093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -2212093.000000 Penalty: 5016.298828
	Iteration 38Q: 3 clusters Score -2212093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2212089.750000 Penalty: 5016.298828
	Iteration 39Q: 3 clusters Score -2212090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2212089.250000 Penalty: 5016.298828
	Iteration 40F: 3 clusters Score -2212089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -2212097.250000 Penalty: 5016.298828
	Iteration 41Q: 3 clusters Score -2212097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -2212100.250000 Penalty: 5016.298828
	Iteration 42Q: 3 clusters Score -2212100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -2212102.000000 Penalty: 5016.298828
	Iteration 43Q: 3 clusters Score -2212102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -2212099.500000 Penalty: 5016.298828
	Iteration 44Q: 3 clusters Score -2212100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -2212101.500000 Penalty: 5016.298828
	Iteration 45Q: 3 clusters Score -2212102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -2212100.500000 Penalty: 5016.298828
	Iteration 46Q: 3 clusters Score -2212100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -2212099.500000 Penalty: 5016.298828
	Iteration 47Q: 3 clusters Score -2212100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -2212099.000000 Penalty: 5016.298828
	Iteration 48Q: 3 clusters Score -2212099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -2212099.250000 Penalty: 5016.298828
	Iteration 49Q: 3 clusters Score -2212099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -2212099.250000 Penalty: 5016.298828
	Iteration 50F: 3 clusters Score -2212099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (223404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223404 members 
Entering Unmasked Estep 
Score: -21968946.000000 Penalty: 3054.550781
	Iteration 0F: 2 clusters Score -2.196895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111897 members 
Mstep: Class 2 contains 111507 members 
Entering Unmasked Estep 
Score: -21820962.000000 Penalty: 6109.101562
	Iteration 0F: 3 clusters Score -2.182096e+07 nChanged 107461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114346 members 
Mstep: Class 2 contains 109058 members 
Entering Unmasked Estep 
Score: -21883396.000000 Penalty: 6109.101562
	Iteration 1F: 3 clusters Score -2.18834e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115126 members 
Mstep: Class 2 contains 108278 members 
Entering Unmasked Estep 
Score: -21884678.000000 Penalty: 6109.101562
	Iteration 2Q: 3 clusters Score -2.188468e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116202 members 
Mstep: Class 2 contains 107202 members 
Entering Unmasked Estep 
Score: -21886268.000000 Penalty: 6109.101562
	Iteration 3Q: 3 clusters Score -2.188627e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117909 members 
Mstep: Class 2 contains 105495 members 
Entering Unmasked Estep 
Score: -21888650.000000 Penalty: 6109.101562
	Iteration 4Q: 3 clusters Score -2.188865e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120288 members 
Mstep: Class 2 contains 103116 members 
Entering Unmasked Estep 
Score: -21891780.000000 Penalty: 6109.101562
	Iteration 5Q: 3 clusters Score -2.189178e+07 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123802 members 
Mstep: Class 2 contains 99602 members 
Entering Unmasked Estep 
Score: -21896178.000000 Penalty: 6109.101562
	Iteration 6Q: 3 clusters Score -2.189618e+07 nChanged 10958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128642 members 
Mstep: Class 2 contains 94762 members 
Entering Unmasked Estep 
Score: -21901898.000000 Penalty: 6109.101562
	Iteration 7Q: 3 clusters Score -2.19019e+07 nChanged 11795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135401 members 
Mstep: Class 2 contains 88003 members 
Entering Unmasked Estep 
Score: -21908808.000000 Penalty: 6109.101562
	Iteration 8F: 3 clusters Score -2.190881e+07 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144217 members 
Mstep: Class 2 contains 79187 members 
Entering Unmasked Estep 
Score: -21916308.000000 Penalty: 6109.101562
	Iteration 9F: 3 clusters Score -2.191631e+07 nChanged 12566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154775 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -21924446.000000 Penalty: 6109.101562
	Iteration 10F: 3 clusters Score -2.192445e+07 nChanged 12457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166392 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -21932314.000000 Penalty: 6109.101562
	Iteration 11F: 3 clusters Score -2.193231e+07 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178496 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -21940268.000000 Penalty: 6109.101562
	Iteration 12F: 3 clusters Score -2.194027e+07 nChanged 11624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190066 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -21947640.000000 Penalty: 6109.101562
	Iteration 13F: 3 clusters Score -2.194764e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200162 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -21953908.000000 Penalty: 6109.101562
	Iteration 14Q: 3 clusters Score -2.195391e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207911 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -21958540.000000 Penalty: 6109.101562
	Iteration 15Q: 3 clusters Score -2.195854e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213406 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -21961552.000000 Penalty: 6109.101562
	Iteration 16Q: 3 clusters Score -2.196155e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216971 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -21963404.000000 Penalty: 6109.101562
	Iteration 17Q: 3 clusters Score -2.19634e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219131 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -21964540.000000 Penalty: 6109.101562
	Iteration 18Q: 3 clusters Score -2.196454e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220347 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -21965150.000000 Penalty: 6109.101562
	Iteration 19Q: 3 clusters Score -2.196515e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221104 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -21965534.000000 Penalty: 6109.101562
	Iteration 20F: 3 clusters Score -2.196553e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221555 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -21965768.000000 Penalty: 6109.101562
	Iteration 21Q: 3 clusters Score -2.196577e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221839 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -21965962.000000 Penalty: 6109.101562
	Iteration 22Q: 3 clusters Score -2.196596e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222011 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -21966058.000000 Penalty: 6109.101562
	Iteration 23Q: 3 clusters Score -2.196606e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222120 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -21966124.000000 Penalty: 6109.101562
	Iteration 24Q: 3 clusters Score -2.196612e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222218 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -21966186.000000 Penalty: 6109.101562
	Iteration 25Q: 3 clusters Score -2.196619e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222290 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -21966238.000000 Penalty: 6109.101562
	Iteration 26Q: 3 clusters Score -2.196624e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222339 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -21966270.000000 Penalty: 6109.101562
	Iteration 27Q: 3 clusters Score -2.196627e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222376 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -21966290.000000 Penalty: 6109.101562
	Iteration 28Q: 3 clusters Score -2.196629e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222407 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -21966322.000000 Penalty: 6109.101562
	Iteration 29Q: 3 clusters Score -2.196632e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222431 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -21966322.000000 Penalty: 6109.101562
	Iteration 30Q: 3 clusters Score -2.196632e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222450 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -21966356.000000 Penalty: 6109.101562
	Iteration 31Q: 3 clusters Score -2.196636e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222458 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -21966380.000000 Penalty: 6109.101562
	Iteration 32Q: 3 clusters Score -2.196638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222470 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -21966364.000000 Penalty: 6109.101562
	Iteration 33Q: 3 clusters Score -2.196636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222478 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -21966378.000000 Penalty: 6109.101562
	Iteration 34Q: 3 clusters Score -2.196638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222482 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -21966382.000000 Penalty: 6109.101562
	Iteration 35Q: 3 clusters Score -2.196638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222485 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -21966388.000000 Penalty: 6109.101562
	Iteration 36Q: 3 clusters Score -2.196639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222491 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -21966394.000000 Penalty: 6109.101562
	Iteration 37Q: 3 clusters Score -2.196639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222500 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -21966406.000000 Penalty: 6109.101562
	Iteration 38Q: 3 clusters Score -2.196641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222511 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -21966408.000000 Penalty: 6109.101562
	Iteration 39Q: 3 clusters Score -2.196641e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222527 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -21966436.000000 Penalty: 6109.101562
	Iteration 40F: 3 clusters Score -2.196644e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222539 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -21966426.000000 Penalty: 6109.101562
	Iteration 41Q: 3 clusters Score -2.196643e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222553 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -21966452.000000 Penalty: 6109.101562
	Iteration 42Q: 3 clusters Score -2.196645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222565 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -21966462.000000 Penalty: 6109.101562
	Iteration 43Q: 3 clusters Score -2.196646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222567 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -21966460.000000 Penalty: 6109.101562
	Iteration 44Q: 3 clusters Score -2.196646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222568 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -21966466.000000 Penalty: 6109.101562
	Iteration 45Q: 3 clusters Score -2.196647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222568 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -21966466.000000 Penalty: 6109.101562
	Iteration 46Q: 3 clusters Score -2.196647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222573 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -21966470.000000 Penalty: 6109.101562
	Iteration 47Q: 3 clusters Score -2.196647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222574 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -21966462.000000 Penalty: 6109.101562
	Iteration 48Q: 3 clusters Score -2.196646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222574 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -21966462.000000 Penalty: 6109.101562
	Iteration 49F: 3 clusters Score -2.196646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Entering Unmasked Estep 
Score: -1024724.375000 Penalty: 2293.557129
	Iteration 0F: 2 clusters Score -1024724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1016781.375000 Penalty: 4587.114258
	Iteration 0F: 3 clusters Score -1016781 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1019140.625000 Penalty: 4587.114258
	Iteration 1F: 3 clusters Score -1019141 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1019429.687500 Penalty: 4587.114258
	Iteration 2F: 3 clusters Score -1019430 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1019618.562500 Penalty: 4587.114258
	Iteration 3Q: 3 clusters Score -1019619 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1019783.250000 Penalty: 4587.114258
	Iteration 4Q: 3 clusters Score -1019783 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1019923.937500 Penalty: 4587.114258
	Iteration 5Q: 3 clusters Score -1019924 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1020060.750000 Penalty: 4587.114258
	Iteration 6Q: 3 clusters Score -1020061 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1020207.437500 Penalty: 4587.114258
	Iteration 7Q: 3 clusters Score -1020207 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1020387.250000 Penalty: 4587.114258
	Iteration 8Q: 3 clusters Score -1020387 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1020615.187500 Penalty: 4587.114258
	Iteration 9Q: 3 clusters Score -1020615 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1020872.125000 Penalty: 4587.114258
	Iteration 10Q: 3 clusters Score -1020872 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1021174.875000 Penalty: 4587.114258
	Iteration 11Q: 3 clusters Score -1021175 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1021514.375000 Penalty: 4587.114258
	Iteration 12Q: 3 clusters Score -1021514 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1021874.750000 Penalty: 4587.114258
	Iteration 13Q: 3 clusters Score -1021875 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1022157.625000 Penalty: 4587.114258
	Iteration 14Q: 3 clusters Score -1022158 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1022317.750000 Penalty: 4587.114258
	Iteration 15Q: 3 clusters Score -1022318 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1022437.625000 Penalty: 4587.114258
	Iteration 16Q: 3 clusters Score -1022438 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1022518.687500 Penalty: 4587.114258
	Iteration 17Q: 3 clusters Score -1022519 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1022565.937500 Penalty: 4587.114258
	Iteration 18Q: 3 clusters Score -1022566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1022594.875000 Penalty: 4587.114258
	Iteration 19Q: 3 clusters Score -1022595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1022612.812500 Penalty: 4587.114258
	Iteration 20F: 3 clusters Score -1022613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1022627.062500 Penalty: 4587.114258
	Iteration 21Q: 3 clusters Score -1022627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1022630.437500 Penalty: 4587.114258
	Iteration 22Q: 3 clusters Score -1022630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1022632.000000 Penalty: 4587.114258
	Iteration 23Q: 3 clusters Score -1022632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1022635.562500 Penalty: 4587.114258
	Iteration 24Q: 3 clusters Score -1022636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1022637.312500 Penalty: 4587.114258
	Iteration 25Q: 3 clusters Score -1022637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1022637.312500 Penalty: 4587.114258
	Iteration 26Q: 3 clusters Score -1022637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1022637.312500 Penalty: 4587.114258
	Iteration 27F: 3 clusters Score -1022637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Entering Unmasked Estep 
Score: -2197445.000000 Penalty: 2488.037354
	Iteration 0F: 2 clusters Score -2197445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2181523.750000 Penalty: 4976.074707
	Iteration 0F: 3 clusters Score -2181524 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2187326.250000 Penalty: 4976.074707
	Iteration 1F: 3 clusters Score -2187326 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2188272.250000 Penalty: 4976.074707
	Iteration 2F: 3 clusters Score -2188272 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2189292.250000 Penalty: 4976.074707
	Iteration 3F: 3 clusters Score -2189292 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2190198.750000 Penalty: 4976.074707
	Iteration 4F: 3 clusters Score -2190199 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2190975.500000 Penalty: 4976.074707
	Iteration 5F: 3 clusters Score -2190976 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2191698.000000 Penalty: 4976.074707
	Iteration 6F: 3 clusters Score -2191698 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2192406.750000 Penalty: 4976.074707
	Iteration 7Q: 3 clusters Score -2192407 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2193035.250000 Penalty: 4976.074707
	Iteration 8Q: 3 clusters Score -2193035 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2193494.750000 Penalty: 4976.074707
	Iteration 9Q: 3 clusters Score -2193495 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2193802.750000 Penalty: 4976.074707
	Iteration 10Q: 3 clusters Score -2193803 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2194016.500000 Penalty: 4976.074707
	Iteration 11Q: 3 clusters Score -2194016 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2194164.000000 Penalty: 4976.074707
	Iteration 12Q: 3 clusters Score -2194164 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2194243.750000 Penalty: 4976.074707
	Iteration 13Q: 3 clusters Score -2194244 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2194305.500000 Penalty: 4976.074707
	Iteration 14Q: 3 clusters Score -2194306 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2194360.000000 Penalty: 4976.074707
	Iteration 15Q: 3 clusters Score -2194360 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2194388.000000 Penalty: 4976.074707
	Iteration 16Q: 3 clusters Score -2194388 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2194441.250000 Penalty: 4976.074707
	Iteration 17Q: 3 clusters Score -2194441 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2194486.000000 Penalty: 4976.074707
	Iteration 18Q: 3 clusters Score -2194486 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2194523.750000 Penalty: 4976.074707
	Iteration 19Q: 3 clusters Score -2194524 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2194555.000000 Penalty: 4976.074707
	Iteration 20F: 3 clusters Score -2194555 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2194568.000000 Penalty: 4976.074707
	Iteration 21Q: 3 clusters Score -2194568 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2194582.500000 Penalty: 4976.074707
	Iteration 22Q: 3 clusters Score -2194582 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2194592.750000 Penalty: 4976.074707
	Iteration 23Q: 3 clusters Score -2194593 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2194596.250000 Penalty: 4976.074707
	Iteration 24Q: 3 clusters Score -2194596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2194602.000000 Penalty: 4976.074707
	Iteration 25Q: 3 clusters Score -2194602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2194607.750000 Penalty: 4976.074707
	Iteration 26Q: 3 clusters Score -2194608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2194613.000000 Penalty: 4976.074707
	Iteration 27Q: 3 clusters Score -2194613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2194605.000000 Penalty: 4976.074707
	Iteration 28Q: 3 clusters Score -2194605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2194609.000000 Penalty: 4976.074707
	Iteration 29Q: 3 clusters Score -2194609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2194612.250000 Penalty: 4976.074707
	Iteration 30Q: 3 clusters Score -2194612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2194614.250000 Penalty: 4976.074707
	Iteration 31Q: 3 clusters Score -2194614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2194617.000000 Penalty: 4976.074707
	Iteration 32Q: 3 clusters Score -2194617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2194624.000000 Penalty: 4976.074707
	Iteration 33Q: 3 clusters Score -2194624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2194626.250000 Penalty: 4976.074707
	Iteration 34Q: 3 clusters Score -2194626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2194625.250000 Penalty: 4976.074707
	Iteration 35Q: 3 clusters Score -2194625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2194632.500000 Penalty: 4976.074707
	Iteration 36Q: 3 clusters Score -2194632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2194630.000000 Penalty: 4976.074707
	Iteration 37Q: 3 clusters Score -2194630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2194632.250000 Penalty: 4976.074707
	Iteration 38Q: 3 clusters Score -2194632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2194634.750000 Penalty: 4976.074707
	Iteration 39Q: 3 clusters Score -2194635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2194638.750000 Penalty: 4976.074707
	Iteration 40F: 3 clusters Score -2194639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2194642.000000 Penalty: 4976.074707
	Iteration 41Q: 3 clusters Score -2194642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2194645.000000 Penalty: 4976.074707
	Iteration 42Q: 3 clusters Score -2194645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2194642.750000 Penalty: 4976.074707
	Iteration 43Q: 3 clusters Score -2194643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2194641.750000 Penalty: 4976.074707
	Iteration 44Q: 3 clusters Score -2194642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2194643.500000 Penalty: 4976.074707
	Iteration 45Q: 3 clusters Score -2194644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2194639.750000 Penalty: 4976.074707
	Iteration 46Q: 3 clusters Score -2194640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2194640.000000 Penalty: 4976.074707
	Iteration 47Q: 3 clusters Score -2194640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2194638.500000 Penalty: 4976.074707
	Iteration 48Q: 3 clusters Score -2194638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2194639.750000 Penalty: 4976.074707
	Iteration 49Q: 3 clusters Score -2194640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2194641.000000 Penalty: 4976.074707
	Iteration 50Q: 3 clusters Score -2194641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2194638.250000 Penalty: 4976.074707
	Iteration 51Q: 3 clusters Score -2194638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2194637.750000 Penalty: 4976.074707
	Iteration 52Q: 3 clusters Score -2194638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2194637.250000 Penalty: 4976.074707
	Iteration 53Q: 3 clusters Score -2194637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2194638.750000 Penalty: 4976.074707
	Iteration 54Q: 3 clusters Score -2194639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2194640.500000 Penalty: 4976.074707
	Iteration 55Q: 3 clusters Score -2194640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2194638.000000 Penalty: 4976.074707
	Iteration 56Q: 3 clusters Score -2194638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2194640.500000 Penalty: 4976.074707
	Iteration 57Q: 3 clusters Score -2194640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2194636.000000 Penalty: 4976.074707
	Iteration 58Q: 3 clusters Score -2194636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2194636.250000 Penalty: 4976.074707
	Iteration 59Q: 3 clusters Score -2194636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2194636.250000 Penalty: 4976.074707
	Iteration 60F: 3 clusters Score -2194636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Entering Unmasked Estep 
Score: -1076766.125000 Penalty: 2314.847168
	Iteration 0F: 2 clusters Score -1076766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1068256.250000 Penalty: 4629.694336
	Iteration 0F: 3 clusters Score -1068256 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1070682.750000 Penalty: 4629.694336
	Iteration 1F: 3 clusters Score -1070683 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1071019.625000 Penalty: 4629.694336
	Iteration 2F: 3 clusters Score -1071020 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1071259.375000 Penalty: 4629.694336
	Iteration 3F: 3 clusters Score -1071259 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1071468.375000 Penalty: 4629.694336
	Iteration 4Q: 3 clusters Score -1071468 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1071667.625000 Penalty: 4629.694336
	Iteration 5Q: 3 clusters Score -1071668 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1071868.500000 Penalty: 4629.694336
	Iteration 6Q: 3 clusters Score -1071868 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1072039.875000 Penalty: 4629.694336
	Iteration 7Q: 3 clusters Score -1072040 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1072204.625000 Penalty: 4629.694336
	Iteration 8Q: 3 clusters Score -1072205 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1072357.500000 Penalty: 4629.694336
	Iteration 9Q: 3 clusters Score -1072358 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1072515.500000 Penalty: 4629.694336
	Iteration 10Q: 3 clusters Score -1072516 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1072685.750000 Penalty: 4629.694336
	Iteration 11Q: 3 clusters Score -1072686 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1072866.250000 Penalty: 4629.694336
	Iteration 12Q: 3 clusters Score -1072866 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1073072.750000 Penalty: 4629.694336
	Iteration 13Q: 3 clusters Score -1073073 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1073323.875000 Penalty: 4629.694336
	Iteration 14Q: 3 clusters Score -1073324 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1073569.875000 Penalty: 4629.694336
	Iteration 15Q: 3 clusters Score -1073570 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1073782.375000 Penalty: 4629.694336
	Iteration 16Q: 3 clusters Score -1073782 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1073933.500000 Penalty: 4629.694336
	Iteration 17Q: 3 clusters Score -1073934 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1074042.625000 Penalty: 4629.694336
	Iteration 18Q: 3 clusters Score -1074043 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1074125.000000 Penalty: 4629.694336
	Iteration 19Q: 3 clusters Score -1074125 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1074204.625000 Penalty: 4629.694336
	Iteration 20F: 3 clusters Score -1074205 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1074275.500000 Penalty: 4629.694336
	Iteration 21Q: 3 clusters Score -1074276 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1074353.125000 Penalty: 4629.694336
	Iteration 22Q: 3 clusters Score -1074353 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1074430.500000 Penalty: 4629.694336
	Iteration 23Q: 3 clusters Score -1074430 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1074498.500000 Penalty: 4629.694336
	Iteration 24Q: 3 clusters Score -1074498 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1074553.750000 Penalty: 4629.694336
	Iteration 25Q: 3 clusters Score -1074554 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1074605.000000 Penalty: 4629.694336
	Iteration 26Q: 3 clusters Score -1074605 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1074654.500000 Penalty: 4629.694336
	Iteration 27Q: 3 clusters Score -1074654 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1074701.000000 Penalty: 4629.694336
	Iteration 28Q: 3 clusters Score -1074701 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1074735.750000 Penalty: 4629.694336
	Iteration 29Q: 3 clusters Score -1074736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1074775.500000 Penalty: 4629.694336
	Iteration 30Q: 3 clusters Score -1074776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1074810.125000 Penalty: 4629.694336
	Iteration 31Q: 3 clusters Score -1074810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1074850.000000 Penalty: 4629.694336
	Iteration 32Q: 3 clusters Score -1074850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1074882.375000 Penalty: 4629.694336
	Iteration 33Q: 3 clusters Score -1074882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1074904.875000 Penalty: 4629.694336
	Iteration 34Q: 3 clusters Score -1074905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1074921.750000 Penalty: 4629.694336
	Iteration 35Q: 3 clusters Score -1074922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1074929.750000 Penalty: 4629.694336
	Iteration 36Q: 3 clusters Score -1074930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1074940.625000 Penalty: 4629.694336
	Iteration 37Q: 3 clusters Score -1074941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1074944.125000 Penalty: 4629.694336
	Iteration 38Q: 3 clusters Score -1074944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1074947.750000 Penalty: 4629.694336
	Iteration 39Q: 3 clusters Score -1074948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1074952.750000 Penalty: 4629.694336
	Iteration 40F: 3 clusters Score -1074953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1074954.375000 Penalty: 4629.694336
	Iteration 41Q: 3 clusters Score -1074954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1074956.875000 Penalty: 4629.694336
	Iteration 42Q: 3 clusters Score -1074957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1074960.500000 Penalty: 4629.694336
	Iteration 43Q: 3 clusters Score -1074960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1074963.375000 Penalty: 4629.694336
	Iteration 44Q: 3 clusters Score -1074963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1074963.625000 Penalty: 4629.694336
	Iteration 45Q: 3 clusters Score -1074964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1074963.875000 Penalty: 4629.694336
	Iteration 46Q: 3 clusters Score -1074964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1074963.875000 Penalty: 4629.694336
	Iteration 47F: 3 clusters Score -1074964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (228886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228886 members 
Entering Unmasked Estep 
Score: -22530220.000000 Penalty: 3060.562988
	Iteration 0F: 2 clusters Score -2.253022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114078 members 
Mstep: Class 2 contains 114808 members 
Entering Unmasked Estep 
Score: -22377542.000000 Penalty: 6121.125977
	Iteration 0F: 3 clusters Score -2.237754e+07 nChanged 110014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112058 members 
Mstep: Class 2 contains 116828 members 
Entering Unmasked Estep 
Score: -22443064.000000 Penalty: 6121.125977
	Iteration 1F: 3 clusters Score -2.244306e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111279 members 
Mstep: Class 2 contains 117607 members 
Entering Unmasked Estep 
Score: -22445938.000000 Penalty: 6121.125977
	Iteration 2Q: 3 clusters Score -2.244594e+07 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110366 members 
Mstep: Class 2 contains 118520 members 
Entering Unmasked Estep 
Score: -22450166.000000 Penalty: 6121.125977
	Iteration 3Q: 3 clusters Score -2.245017e+07 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109272 members 
Mstep: Class 2 contains 119614 members 
Entering Unmasked Estep 
Score: -22455494.000000 Penalty: 6121.125977
	Iteration 4Q: 3 clusters Score -2.245549e+07 nChanged 12443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107699 members 
Mstep: Class 2 contains 121187 members 
Entering Unmasked Estep 
Score: -22461348.000000 Penalty: 6121.125977
	Iteration 5F: 3 clusters Score -2.246135e+07 nChanged 12533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105500 members 
Mstep: Class 2 contains 123386 members 
Entering Unmasked Estep 
Score: -22467382.000000 Penalty: 6121.125977
	Iteration 6F: 3 clusters Score -2.246738e+07 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102447 members 
Mstep: Class 2 contains 126439 members 
Entering Unmasked Estep 
Score: -22472526.000000 Penalty: 6121.125977
	Iteration 7F: 3 clusters Score -2.247253e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98570 members 
Mstep: Class 2 contains 130316 members 
Entering Unmasked Estep 
Score: -22476524.000000 Penalty: 6121.125977
	Iteration 8Q: 3 clusters Score -2.247652e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93537 members 
Mstep: Class 2 contains 135349 members 
Entering Unmasked Estep 
Score: -22479576.000000 Penalty: 6121.125977
	Iteration 9Q: 3 clusters Score -2.247958e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87315 members 
Mstep: Class 2 contains 141571 members 
Entering Unmasked Estep 
Score: -22482382.000000 Penalty: 6121.125977
	Iteration 10Q: 3 clusters Score -2.248238e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 149047 members 
Entering Unmasked Estep 
Score: -22485546.000000 Penalty: 6121.125977
	Iteration 11Q: 3 clusters Score -2.248555e+07 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71111 members 
Mstep: Class 2 contains 157775 members 
Entering Unmasked Estep 
Score: -22488904.000000 Penalty: 6121.125977
	Iteration 12Q: 3 clusters Score -2.24889e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61271 members 
Mstep: Class 2 contains 167615 members 
Entering Unmasked Estep 
Score: -22493300.000000 Penalty: 6121.125977
	Iteration 13Q: 3 clusters Score -2.24933e+07 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 178387 members 
Entering Unmasked Estep 
Score: -22498750.000000 Penalty: 6121.125977
	Iteration 14Q: 3 clusters Score -2.249875e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 189336 members 
Entering Unmasked Estep 
Score: -22504874.000000 Penalty: 6121.125977
	Iteration 15Q: 3 clusters Score -2.250487e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 199752 members 
Entering Unmasked Estep 
Score: -22510976.000000 Penalty: 6121.125977
	Iteration 16Q: 3 clusters Score -2.251098e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 208624 members 
Entering Unmasked Estep 
Score: -22516256.000000 Penalty: 6121.125977
	Iteration 17Q: 3 clusters Score -2.251626e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 215377 members 
Entering Unmasked Estep 
Score: -22520352.000000 Penalty: 6121.125977
	Iteration 18Q: 3 clusters Score -2.252035e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 220168 members 
Entering Unmasked Estep 
Score: -22522996.000000 Penalty: 6121.125977
	Iteration 19Q: 3 clusters Score -2.2523e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 223285 members 
Entering Unmasked Estep 
Score: -22524690.000000 Penalty: 6121.125977
	Iteration 20F: 3 clusters Score -2.252469e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 225259 members 
Entering Unmasked Estep 
Score: -22525644.000000 Penalty: 6121.125977
	Iteration 21Q: 3 clusters Score -2.252564e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 226357 members 
Entering Unmasked Estep 
Score: -22526228.000000 Penalty: 6121.125977
	Iteration 22Q: 3 clusters Score -2.252623e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 227000 members 
Entering Unmasked Estep 
Score: -22526656.000000 Penalty: 6121.125977
	Iteration 23Q: 3 clusters Score -2.252666e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 227405 members 
Entering Unmasked Estep 
Score: -22526884.000000 Penalty: 6121.125977
	Iteration 24Q: 3 clusters Score -2.252688e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 227650 members 
Entering Unmasked Estep 
Score: -22527026.000000 Penalty: 6121.125977
	Iteration 25Q: 3 clusters Score -2.252703e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 227806 members 
Entering Unmasked Estep 
Score: -22527164.000000 Penalty: 6121.125977
	Iteration 26Q: 3 clusters Score -2.252716e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 227919 members 
Entering Unmasked Estep 
Score: -22527274.000000 Penalty: 6121.125977
	Iteration 27Q: 3 clusters Score -2.252727e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 227999 members 
Entering Unmasked Estep 
Score: -22527322.000000 Penalty: 6121.125977
	Iteration 28Q: 3 clusters Score -2.252732e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 228065 members 
Entering Unmasked Estep 
Score: -22527382.000000 Penalty: 6121.125977
	Iteration 29Q: 3 clusters Score -2.252738e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 228103 members 
Entering Unmasked Estep 
Score: -22527434.000000 Penalty: 6121.125977
	Iteration 30Q: 3 clusters Score -2.252743e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 228140 members 
Entering Unmasked Estep 
Score: -22527466.000000 Penalty: 6121.125977
	Iteration 31Q: 3 clusters Score -2.252747e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 228168 members 
Entering Unmasked Estep 
Score: -22527510.000000 Penalty: 6121.125977
	Iteration 32Q: 3 clusters Score -2.252751e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 228193 members 
Entering Unmasked Estep 
Score: -22527550.000000 Penalty: 6121.125977
	Iteration 33Q: 3 clusters Score -2.252755e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 228211 members 
Entering Unmasked Estep 
Score: -22527568.000000 Penalty: 6121.125977
	Iteration 34Q: 3 clusters Score -2.252757e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 228223 members 
Entering Unmasked Estep 
Score: -22527582.000000 Penalty: 6121.125977
	Iteration 35Q: 3 clusters Score -2.252758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 228236 members 
Entering Unmasked Estep 
Score: -22527590.000000 Penalty: 6121.125977
	Iteration 36Q: 3 clusters Score -2.252759e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 228244 members 
Entering Unmasked Estep 
Score: -22527592.000000 Penalty: 6121.125977
	Iteration 37Q: 3 clusters Score -2.252759e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 228251 members 
Entering Unmasked Estep 
Score: -22527606.000000 Penalty: 6121.125977
	Iteration 38Q: 3 clusters Score -2.252761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 228257 members 
Entering Unmasked Estep 
Score: -22527614.000000 Penalty: 6121.125977
	Iteration 39Q: 3 clusters Score -2.252761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 228259 members 
Entering Unmasked Estep 
Score: -22527628.000000 Penalty: 6121.125977
	Iteration 40F: 3 clusters Score -2.252763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 228258 members 
Entering Unmasked Estep 
Score: -22527620.000000 Penalty: 6121.125977
	Iteration 41Q: 3 clusters Score -2.252762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 228261 members 
Entering Unmasked Estep 
Score: -22527632.000000 Penalty: 6121.125977
	Iteration 42Q: 3 clusters Score -2.252763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 228265 members 
Entering Unmasked Estep 
Score: -22527614.000000 Penalty: 6121.125977
	Iteration 43Q: 3 clusters Score -2.252761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 228266 members 
Entering Unmasked Estep 
Score: -22527604.000000 Penalty: 6121.125977
	Iteration 44Q: 3 clusters Score -2.25276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 228266 members 
Entering Unmasked Estep 
Score: -22527604.000000 Penalty: 6121.125977
	Iteration 45F: 3 clusters Score -2.25276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Entering Unmasked Estep 
Score: -1237426.500000 Penalty: 2351.698242
	Iteration 0F: 2 clusters Score -1237426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1227809.000000 Penalty: 4703.396484
	Iteration 0F: 3 clusters Score -1227809 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1230803.125000 Penalty: 4703.396484
	Iteration 1F: 3 clusters Score -1230803 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1231469.500000 Penalty: 4703.396484
	Iteration 2F: 3 clusters Score -1231470 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1232395.250000 Penalty: 4703.396484
	Iteration 3F: 3 clusters Score -1232395 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1233448.625000 Penalty: 4703.396484
	Iteration 4F: 3 clusters Score -1233449 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1234521.375000 Penalty: 4703.396484
	Iteration 5F: 3 clusters Score -1234521 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1235370.875000 Penalty: 4703.396484
	Iteration 6F: 3 clusters Score -1235371 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1235917.750000 Penalty: 4703.396484
	Iteration 7F: 3 clusters Score -1235918 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1236233.875000 Penalty: 4703.396484
	Iteration 8Q: 3 clusters Score -1236234 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1236411.750000 Penalty: 4703.396484
	Iteration 9Q: 3 clusters Score -1236412 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1236531.875000 Penalty: 4703.396484
	Iteration 10Q: 3 clusters Score -1236532 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1236614.625000 Penalty: 4703.396484
	Iteration 11Q: 3 clusters Score -1236615 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1236666.500000 Penalty: 4703.396484
	Iteration 12Q: 3 clusters Score -1236666 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1236706.875000 Penalty: 4703.396484
	Iteration 13Q: 3 clusters Score -1236707 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1236731.625000 Penalty: 4703.396484
	Iteration 14Q: 3 clusters Score -1236732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1236760.875000 Penalty: 4703.396484
	Iteration 15Q: 3 clusters Score -1236761 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1236780.875000 Penalty: 4703.396484
	Iteration 16Q: 3 clusters Score -1236781 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1236801.500000 Penalty: 4703.396484
	Iteration 17Q: 3 clusters Score -1236802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1236810.875000 Penalty: 4703.396484
	Iteration 18Q: 3 clusters Score -1236811 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1236821.625000 Penalty: 4703.396484
	Iteration 19Q: 3 clusters Score -1236822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1236827.875000 Penalty: 4703.396484
	Iteration 20F: 3 clusters Score -1236828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1236833.250000 Penalty: 4703.396484
	Iteration 21Q: 3 clusters Score -1236833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1236843.625000 Penalty: 4703.396484
	Iteration 22Q: 3 clusters Score -1236844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1236848.500000 Penalty: 4703.396484
	Iteration 23Q: 3 clusters Score -1236848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1236854.625000 Penalty: 4703.396484
	Iteration 24Q: 3 clusters Score -1236855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1236861.500000 Penalty: 4703.396484
	Iteration 25Q: 3 clusters Score -1236862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1236867.625000 Penalty: 4703.396484
	Iteration 26Q: 3 clusters Score -1236868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1236865.750000 Penalty: 4703.396484
	Iteration 27Q: 3 clusters Score -1236866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1236866.375000 Penalty: 4703.396484
	Iteration 28Q: 3 clusters Score -1236866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1236866.375000 Penalty: 4703.396484
	Iteration 29F: 3 clusters Score -1236866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (64074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Entering Unmasked Estep 
Score: -6222188.500000 Penalty: 2744.812988
	Iteration 0F: 2 clusters Score -6222188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -6179311.500000 Penalty: 5489.625977
	Iteration 0F: 3 clusters Score -6179312 nChanged 29831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -6196386.000000 Penalty: 5489.625977
	Iteration 1F: 3 clusters Score -6196386 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -6197351.500000 Penalty: 5489.625977
	Iteration 2Q: 3 clusters Score -6197352 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -6198500.500000 Penalty: 5489.625977
	Iteration 3Q: 3 clusters Score -6198500 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -6200019.500000 Penalty: 5489.625977
	Iteration 4Q: 3 clusters Score -6200020 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -6202098.000000 Penalty: 5489.625977
	Iteration 5F: 3 clusters Score -6202098 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -6205034.500000 Penalty: 5489.625977
	Iteration 6F: 3 clusters Score -6205034 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -6208660.500000 Penalty: 5489.625977
	Iteration 7F: 3 clusters Score -6208660 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -6212376.500000 Penalty: 5489.625977
	Iteration 8F: 3 clusters Score -6212376 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 52610 members 
Entering Unmasked Estep 
Score: -6215351.500000 Penalty: 5489.625977
	Iteration 9F: 3 clusters Score -6215352 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 54272 members 
Entering Unmasked Estep 
Score: -6217334.500000 Penalty: 5489.625977
	Iteration 10Q: 3 clusters Score -6217334 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -6218742.500000 Penalty: 5489.625977
	Iteration 11Q: 3 clusters Score -6218742 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -6219988.000000 Penalty: 5489.625977
	Iteration 12Q: 3 clusters Score -6219988 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -6220962.000000 Penalty: 5489.625977
	Iteration 13Q: 3 clusters Score -6220962 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -6221527.000000 Penalty: 5489.625977
	Iteration 14Q: 3 clusters Score -6221527 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -6221777.000000 Penalty: 5489.625977
	Iteration 15Q: 3 clusters Score -6221777 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 57302 members 
Entering Unmasked Estep 
Score: -6221882.500000 Penalty: 5489.625977
	Iteration 16Q: 3 clusters Score -6221882 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -6221905.500000 Penalty: 5489.625977
	Iteration 17Q: 3 clusters Score -6221906 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -6221936.000000 Penalty: 5489.625977
	Iteration 18Q: 3 clusters Score -6221936 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -6221950.000000 Penalty: 5489.625977
	Iteration 19Q: 3 clusters Score -6221950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -6221971.500000 Penalty: 5489.625977
	Iteration 20F: 3 clusters Score -6221972 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -6221975.000000 Penalty: 5489.625977
	Iteration 21Q: 3 clusters Score -6221975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -6221976.000000 Penalty: 5489.625977
	Iteration 22Q: 3 clusters Score -6221976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 57550 members 
Entering Unmasked Estep 
Score: -6221978.000000 Penalty: 5489.625977
	Iteration 23Q: 3 clusters Score -6221978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -6221974.500000 Penalty: 5489.625977
	Iteration 24Q: 3 clusters Score -6221974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -6221963.500000 Penalty: 5489.625977
	Iteration 25Q: 3 clusters Score -6221964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -6221972.000000 Penalty: 5489.625977
	Iteration 26Q: 3 clusters Score -6221972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 57577 members 
Entering Unmasked Estep 
Score: -6221978.000000 Penalty: 5489.625977
	Iteration 27Q: 3 clusters Score -6221978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -6221969.000000 Penalty: 5489.625977
	Iteration 28Q: 3 clusters Score -6221969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -6221972.000000 Penalty: 5489.625977
	Iteration 29Q: 3 clusters Score -6221972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -6221973.000000 Penalty: 5489.625977
	Iteration 30Q: 3 clusters Score -6221973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -6221976.000000 Penalty: 5489.625977
	Iteration 31Q: 3 clusters Score -6221976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -6221965.500000 Penalty: 5489.625977
	Iteration 32Q: 3 clusters Score -6221966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -6221966.000000 Penalty: 5489.625977
	Iteration 33Q: 3 clusters Score -6221966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -6221973.500000 Penalty: 5489.625977
	Iteration 34Q: 3 clusters Score -6221974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -6221968.500000 Penalty: 5489.625977
	Iteration 35Q: 3 clusters Score -6221968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -6221972.000000 Penalty: 5489.625977
	Iteration 36Q: 3 clusters Score -6221972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -6221965.000000 Penalty: 5489.625977
	Iteration 37Q: 3 clusters Score -6221965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -6221972.500000 Penalty: 5489.625977
	Iteration 38Q: 3 clusters Score -6221972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -6221973.000000 Penalty: 5489.625977
	Iteration 39Q: 3 clusters Score -6221973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -6221973.000000 Penalty: 5489.625977
	Iteration 40F: 3 clusters Score -6221973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Entering Unmasked Estep 
Score: -982178.187500 Penalty: 2295.412598
	Iteration 0F: 2 clusters Score -982178.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -974266.625000 Penalty: 4590.825195
	Iteration 0F: 3 clusters Score -974266.6 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -976619.625000 Penalty: 4590.825195
	Iteration 1F: 3 clusters Score -976619.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -976943.625000 Penalty: 4590.825195
	Iteration 2F: 3 clusters Score -976943.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -977228.250000 Penalty: 4590.825195
	Iteration 3F: 3 clusters Score -977228.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -977524.625000 Penalty: 4590.825195
	Iteration 4F: 3 clusters Score -977524.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -977820.062500 Penalty: 4590.825195
	Iteration 5Q: 3 clusters Score -977820.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -978190.437500 Penalty: 4590.825195
	Iteration 6F: 3 clusters Score -978190.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -978549.875000 Penalty: 4590.825195
	Iteration 7F: 3 clusters Score -978549.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -978917.812500 Penalty: 4590.825195
	Iteration 8Q: 3 clusters Score -978917.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -979243.125000 Penalty: 4590.825195
	Iteration 9Q: 3 clusters Score -979243.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -979547.687500 Penalty: 4590.825195
	Iteration 10Q: 3 clusters Score -979547.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -979766.250000 Penalty: 4590.825195
	Iteration 11Q: 3 clusters Score -979766.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -979937.562500 Penalty: 4590.825195
	Iteration 12Q: 3 clusters Score -979937.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -980088.062500 Penalty: 4590.825195
	Iteration 13Q: 3 clusters Score -980088.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -980213.062500 Penalty: 4590.825195
	Iteration 14Q: 3 clusters Score -980213.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -980312.062500 Penalty: 4590.825195
	Iteration 15Q: 3 clusters Score -980312.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -980392.875000 Penalty: 4590.825195
	Iteration 16Q: 3 clusters Score -980392.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -980441.875000 Penalty: 4590.825195
	Iteration 17Q: 3 clusters Score -980441.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -980483.250000 Penalty: 4590.825195
	Iteration 18Q: 3 clusters Score -980483.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -980512.750000 Penalty: 4590.825195
	Iteration 19Q: 3 clusters Score -980512.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -980536.750000 Penalty: 4590.825195
	Iteration 20F: 3 clusters Score -980536.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -980572.437500 Penalty: 4590.825195
	Iteration 21Q: 3 clusters Score -980572.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -980600.687500 Penalty: 4590.825195
	Iteration 22Q: 3 clusters Score -980600.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -980623.625000 Penalty: 4590.825195
	Iteration 23Q: 3 clusters Score -980623.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -980644.062500 Penalty: 4590.825195
	Iteration 24Q: 3 clusters Score -980644.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -980662.500000 Penalty: 4590.825195
	Iteration 25Q: 3 clusters Score -980662.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -980683.375000 Penalty: 4590.825195
	Iteration 26Q: 3 clusters Score -980683.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -980700.500000 Penalty: 4590.825195
	Iteration 27Q: 3 clusters Score -980700.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -980714.062500 Penalty: 4590.825195
	Iteration 28Q: 3 clusters Score -980714.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -980723.500000 Penalty: 4590.825195
	Iteration 29Q: 3 clusters Score -980723.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -980734.375000 Penalty: 4590.825195
	Iteration 30Q: 3 clusters Score -980734.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -980744.562500 Penalty: 4590.825195
	Iteration 31Q: 3 clusters Score -980744.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -980753.437500 Penalty: 4590.825195
	Iteration 32Q: 3 clusters Score -980753.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -980759.250000 Penalty: 4590.825195
	Iteration 33Q: 3 clusters Score -980759.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -980765.500000 Penalty: 4590.825195
	Iteration 34Q: 3 clusters Score -980765.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -980770.187500 Penalty: 4590.825195
	Iteration 35Q: 3 clusters Score -980770.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -980774.937500 Penalty: 4590.825195
	Iteration 36Q: 3 clusters Score -980774.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -980781.062500 Penalty: 4590.825195
	Iteration 37Q: 3 clusters Score -980781.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -980783.625000 Penalty: 4590.825195
	Iteration 38Q: 3 clusters Score -980783.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -980789.125000 Penalty: 4590.825195
	Iteration 39Q: 3 clusters Score -980789.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -980795.375000 Penalty: 4590.825195
	Iteration 40F: 3 clusters Score -980795.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -980798.500000 Penalty: 4590.825195
	Iteration 41Q: 3 clusters Score -980798.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -980802.187500 Penalty: 4590.825195
	Iteration 42Q: 3 clusters Score -980802.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -980801.875000 Penalty: 4590.825195
	Iteration 43Q: 3 clusters Score -980801.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -980804.312500 Penalty: 4590.825195
	Iteration 44Q: 3 clusters Score -980804.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -980803.625000 Penalty: 4590.825195
	Iteration 45Q: 3 clusters Score -980803.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -980803.625000 Penalty: 4590.825195
	Iteration 46F: 3 clusters Score -980803.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Entering Unmasked Estep 
Score: -431020.937500 Penalty: 2091.369385
	Iteration 0F: 2 clusters Score -431020.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -426789.218750 Penalty: 4182.738770
	Iteration 0F: 3 clusters Score -426789.2 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -427709.437500 Penalty: 4182.738770
	Iteration 1F: 3 clusters Score -427709.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -427869.343750 Penalty: 4182.738770
	Iteration 2F: 3 clusters Score -427869.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -427970.093750 Penalty: 4182.738770
	Iteration 3Q: 3 clusters Score -427970.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -428041.593750 Penalty: 4182.738770
	Iteration 4Q: 3 clusters Score -428041.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -428101.531250 Penalty: 4182.738770
	Iteration 5Q: 3 clusters Score -428101.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -428153.812500 Penalty: 4182.738770
	Iteration 6Q: 3 clusters Score -428153.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -428202.593750 Penalty: 4182.738770
	Iteration 7Q: 3 clusters Score -428202.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -428243.687500 Penalty: 4182.738770
	Iteration 8Q: 3 clusters Score -428243.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -428277.968750 Penalty: 4182.738770
	Iteration 9Q: 3 clusters Score -428278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -428307.156250 Penalty: 4182.738770
	Iteration 10Q: 3 clusters Score -428307.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -428334.437500 Penalty: 4182.738770
	Iteration 11Q: 3 clusters Score -428334.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -428359.093750 Penalty: 4182.738770
	Iteration 12Q: 3 clusters Score -428359.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -428382.093750 Penalty: 4182.738770
	Iteration 13Q: 3 clusters Score -428382.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -428400.968750 Penalty: 4182.738770
	Iteration 14Q: 3 clusters Score -428401 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -428418.093750 Penalty: 4182.738770
	Iteration 15Q: 3 clusters Score -428418.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -428442.406250 Penalty: 4182.738770
	Iteration 16Q: 3 clusters Score -428442.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -428464.812500 Penalty: 4182.738770
	Iteration 17Q: 3 clusters Score -428464.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -428480.750000 Penalty: 4182.738770
	Iteration 18Q: 3 clusters Score -428480.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -428493.375000 Penalty: 4182.738770
	Iteration 19Q: 3 clusters Score -428493.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -428509.843750 Penalty: 4182.738770
	Iteration 20F: 3 clusters Score -428509.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -428533.843750 Penalty: 4182.738770
	Iteration 21Q: 3 clusters Score -428533.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -428557.312500 Penalty: 4182.738770
	Iteration 22Q: 3 clusters Score -428557.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -428582.062500 Penalty: 4182.738770
	Iteration 23Q: 3 clusters Score -428582.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -428615.218750 Penalty: 4182.738770
	Iteration 24Q: 3 clusters Score -428615.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -428638.906250 Penalty: 4182.738770
	Iteration 25Q: 3 clusters Score -428638.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -428657.093750 Penalty: 4182.738770
	Iteration 26Q: 3 clusters Score -428657.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -428670.875000 Penalty: 4182.738770
	Iteration 27Q: 3 clusters Score -428670.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -428686.281250 Penalty: 4182.738770
	Iteration 28Q: 3 clusters Score -428686.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -428704.406250 Penalty: 4182.738770
	Iteration 29Q: 3 clusters Score -428704.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -428722.000000 Penalty: 4182.738770
	Iteration 30Q: 3 clusters Score -428722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -428737.375000 Penalty: 4182.738770
	Iteration 31Q: 3 clusters Score -428737.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -428747.968750 Penalty: 4182.738770
	Iteration 32Q: 3 clusters Score -428748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -428761.437500 Penalty: 4182.738770
	Iteration 33Q: 3 clusters Score -428761.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -428783.125000 Penalty: 4182.738770
	Iteration 34Q: 3 clusters Score -428783.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -428810.375000 Penalty: 4182.738770
	Iteration 35Q: 3 clusters Score -428810.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -428837.093750 Penalty: 4182.738770
	Iteration 36Q: 3 clusters Score -428837.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -428864.343750 Penalty: 4182.738770
	Iteration 37Q: 3 clusters Score -428864.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -428888.843750 Penalty: 4182.738770
	Iteration 38Q: 3 clusters Score -428888.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -428913.812500 Penalty: 4182.738770
	Iteration 39Q: 3 clusters Score -428913.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -428939.500000 Penalty: 4182.738770
	Iteration 40F: 3 clusters Score -428939.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -428958.125000 Penalty: 4182.738770
	Iteration 41Q: 3 clusters Score -428958.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -428976.375000 Penalty: 4182.738770
	Iteration 42Q: 3 clusters Score -428976.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -428995.687500 Penalty: 4182.738770
	Iteration 43Q: 3 clusters Score -428995.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -429008.187500 Penalty: 4182.738770
	Iteration 44Q: 3 clusters Score -429008.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -429018.187500 Penalty: 4182.738770
	Iteration 45Q: 3 clusters Score -429018.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -429027.031250 Penalty: 4182.738770
	Iteration 46Q: 3 clusters Score -429027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -429037.281250 Penalty: 4182.738770
	Iteration 47Q: 3 clusters Score -429037.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -429049.531250 Penalty: 4182.738770
	Iteration 48Q: 3 clusters Score -429049.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -429066.718750 Penalty: 4182.738770
	Iteration 49Q: 3 clusters Score -429066.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -429082.406250 Penalty: 4182.738770
	Iteration 50Q: 3 clusters Score -429082.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -429091.968750 Penalty: 4182.738770
	Iteration 51Q: 3 clusters Score -429092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -429097.156250 Penalty: 4182.738770
	Iteration 52Q: 3 clusters Score -429097.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -429101.625000 Penalty: 4182.738770
	Iteration 53Q: 3 clusters Score -429101.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -429109.187500 Penalty: 4182.738770
	Iteration 54Q: 3 clusters Score -429109.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -429119.218750 Penalty: 4182.738770
	Iteration 55Q: 3 clusters Score -429119.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -429131.593750 Penalty: 4182.738770
	Iteration 56Q: 3 clusters Score -429131.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -429143.406250 Penalty: 4182.738770
	Iteration 57Q: 3 clusters Score -429143.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -429149.125000 Penalty: 4182.738770
	Iteration 58Q: 3 clusters Score -429149.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -429163.250000 Penalty: 4182.738770
	Iteration 59Q: 3 clusters Score -429163.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -429169.031250 Penalty: 4182.738770
	Iteration 60F: 3 clusters Score -429169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -429177.593750 Penalty: 4182.738770
	Iteration 61Q: 3 clusters Score -429177.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -429186.906250 Penalty: 4182.738770
	Iteration 62Q: 3 clusters Score -429186.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -429197.218750 Penalty: 4182.738770
	Iteration 63Q: 3 clusters Score -429197.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -429207.593750 Penalty: 4182.738770
	Iteration 64Q: 3 clusters Score -429207.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -429214.281250 Penalty: 4182.738770
	Iteration 65Q: 3 clusters Score -429214.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -429220.093750 Penalty: 4182.738770
	Iteration 66Q: 3 clusters Score -429220.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -429221.937500 Penalty: 4182.738770
	Iteration 67Q: 3 clusters Score -429221.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -429224.656250 Penalty: 4182.738770
	Iteration 68Q: 3 clusters Score -429224.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -429230.312500 Penalty: 4182.738770
	Iteration 69Q: 3 clusters Score -429230.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -429235.281250 Penalty: 4182.738770
	Iteration 70Q: 3 clusters Score -429235.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -429238.906250 Penalty: 4182.738770
	Iteration 71Q: 3 clusters Score -429238.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -429241.343750 Penalty: 4182.738770
	Iteration 72Q: 3 clusters Score -429241.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -429243.062500 Penalty: 4182.738770
	Iteration 73Q: 3 clusters Score -429243.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -429244.093750 Penalty: 4182.738770
	Iteration 74Q: 3 clusters Score -429244.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -429244.093750 Penalty: 4182.738770
	Iteration 75F: 3 clusters Score -429244.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Entering Unmasked Estep 
Score: -629964.437500 Penalty: 2187.606689
	Iteration 0F: 2 clusters Score -629964.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -624347.125000 Penalty: 4375.213379
	Iteration 0F: 3 clusters Score -624347.1 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -625897.125000 Penalty: 4375.213379
	Iteration 1F: 3 clusters Score -625897.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -626303.750000 Penalty: 4375.213379
	Iteration 2F: 3 clusters Score -626303.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -626637.875000 Penalty: 4375.213379
	Iteration 3F: 3 clusters Score -626637.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -626901.437500 Penalty: 4375.213379
	Iteration 4F: 3 clusters Score -626901.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -627113.625000 Penalty: 4375.213379
	Iteration 5Q: 3 clusters Score -627113.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -627268.937500 Penalty: 4375.213379
	Iteration 6Q: 3 clusters Score -627268.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -627386.000000 Penalty: 4375.213379
	Iteration 7Q: 3 clusters Score -627386 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -627462.750000 Penalty: 4375.213379
	Iteration 8Q: 3 clusters Score -627462.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -627539.062500 Penalty: 4375.213379
	Iteration 9Q: 3 clusters Score -627539.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -627614.625000 Penalty: 4375.213379
	Iteration 10Q: 3 clusters Score -627614.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -627681.375000 Penalty: 4375.213379
	Iteration 11Q: 3 clusters Score -627681.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -627737.500000 Penalty: 4375.213379
	Iteration 12Q: 3 clusters Score -627737.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -627799.750000 Penalty: 4375.213379
	Iteration 13Q: 3 clusters Score -627799.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -627864.812500 Penalty: 4375.213379
	Iteration 14Q: 3 clusters Score -627864.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -627931.500000 Penalty: 4375.213379
	Iteration 15Q: 3 clusters Score -627931.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -628010.437500 Penalty: 4375.213379
	Iteration 16Q: 3 clusters Score -628010.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -628088.125000 Penalty: 4375.213379
	Iteration 17Q: 3 clusters Score -628088.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -628156.375000 Penalty: 4375.213379
	Iteration 18Q: 3 clusters Score -628156.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -628219.500000 Penalty: 4375.213379
	Iteration 19Q: 3 clusters Score -628219.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -628278.937500 Penalty: 4375.213379
	Iteration 20F: 3 clusters Score -628278.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -628327.625000 Penalty: 4375.213379
	Iteration 21Q: 3 clusters Score -628327.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -628374.875000 Penalty: 4375.213379
	Iteration 22Q: 3 clusters Score -628374.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -628411.062500 Penalty: 4375.213379
	Iteration 23Q: 3 clusters Score -628411.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -628443.437500 Penalty: 4375.213379
	Iteration 24Q: 3 clusters Score -628443.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -628464.875000 Penalty: 4375.213379
	Iteration 25Q: 3 clusters Score -628464.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -628483.250000 Penalty: 4375.213379
	Iteration 26Q: 3 clusters Score -628483.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -628498.625000 Penalty: 4375.213379
	Iteration 27Q: 3 clusters Score -628498.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -628509.062500 Penalty: 4375.213379
	Iteration 28Q: 3 clusters Score -628509.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -628517.750000 Penalty: 4375.213379
	Iteration 29Q: 3 clusters Score -628517.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -628528.812500 Penalty: 4375.213379
	Iteration 30Q: 3 clusters Score -628528.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -628538.312500 Penalty: 4375.213379
	Iteration 31Q: 3 clusters Score -628538.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -628543.937500 Penalty: 4375.213379
	Iteration 32Q: 3 clusters Score -628543.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -628550.500000 Penalty: 4375.213379
	Iteration 33Q: 3 clusters Score -628550.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -628554.750000 Penalty: 4375.213379
	Iteration 34Q: 3 clusters Score -628554.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -628559.375000 Penalty: 4375.213379
	Iteration 35Q: 3 clusters Score -628559.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -628560.812500 Penalty: 4375.213379
	Iteration 36Q: 3 clusters Score -628560.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -628564.437500 Penalty: 4375.213379
	Iteration 37Q: 3 clusters Score -628564.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -628565.750000 Penalty: 4375.213379
	Iteration 38Q: 3 clusters Score -628565.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -628565.937500 Penalty: 4375.213379
	Iteration 39Q: 3 clusters Score -628565.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -628565.937500 Penalty: 4375.213379
	Iteration 40F: 3 clusters Score -628565.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Entering Unmasked Estep 
Score: -946132.312500 Penalty: 2285.450684
	Iteration 0F: 2 clusters Score -946132.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -938441.187500 Penalty: 4570.901367
	Iteration 0F: 3 clusters Score -938441.2 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -940688.625000 Penalty: 4570.901367
	Iteration 1F: 3 clusters Score -940688.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -941063.750000 Penalty: 4570.901367
	Iteration 2F: 3 clusters Score -941063.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -941341.750000 Penalty: 4570.901367
	Iteration 3F: 3 clusters Score -941341.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -941567.812500 Penalty: 4570.901367
	Iteration 4Q: 3 clusters Score -941567.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -941806.125000 Penalty: 4570.901367
	Iteration 5Q: 3 clusters Score -941806.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -942089.062500 Penalty: 4570.901367
	Iteration 6Q: 3 clusters Score -942089.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -942389.625000 Penalty: 4570.901367
	Iteration 7Q: 3 clusters Score -942389.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -942669.062500 Penalty: 4570.901367
	Iteration 8Q: 3 clusters Score -942669.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -942967.125000 Penalty: 4570.901367
	Iteration 9Q: 3 clusters Score -942967.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -943261.437500 Penalty: 4570.901367
	Iteration 10Q: 3 clusters Score -943261.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -943473.812500 Penalty: 4570.901367
	Iteration 11Q: 3 clusters Score -943473.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -943663.750000 Penalty: 4570.901367
	Iteration 12Q: 3 clusters Score -943663.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -943817.500000 Penalty: 4570.901367
	Iteration 13Q: 3 clusters Score -943817.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -943943.062500 Penalty: 4570.901367
	Iteration 14Q: 3 clusters Score -943943.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -944029.625000 Penalty: 4570.901367
	Iteration 15Q: 3 clusters Score -944029.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -944099.500000 Penalty: 4570.901367
	Iteration 16Q: 3 clusters Score -944099.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -944147.875000 Penalty: 4570.901367
	Iteration 17Q: 3 clusters Score -944147.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -944188.000000 Penalty: 4570.901367
	Iteration 18Q: 3 clusters Score -944188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -944215.812500 Penalty: 4570.901367
	Iteration 19Q: 3 clusters Score -944215.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -944234.312500 Penalty: 4570.901367
	Iteration 20F: 3 clusters Score -944234.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -944248.437500 Penalty: 4570.901367
	Iteration 21Q: 3 clusters Score -944248.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -944255.000000 Penalty: 4570.901367
	Iteration 22Q: 3 clusters Score -944255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -944262.875000 Penalty: 4570.901367
	Iteration 23Q: 3 clusters Score -944262.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -944268.250000 Penalty: 4570.901367
	Iteration 24Q: 3 clusters Score -944268.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -944274.375000 Penalty: 4570.901367
	Iteration 25Q: 3 clusters Score -944274.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -944278.687500 Penalty: 4570.901367
	Iteration 26Q: 3 clusters Score -944278.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -944284.000000 Penalty: 4570.901367
	Iteration 27Q: 3 clusters Score -944284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -944291.250000 Penalty: 4570.901367
	Iteration 28Q: 3 clusters Score -944291.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -944303.937500 Penalty: 4570.901367
	Iteration 29Q: 3 clusters Score -944303.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -944318.000000 Penalty: 4570.901367
	Iteration 30Q: 3 clusters Score -944318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -944326.250000 Penalty: 4570.901367
	Iteration 31Q: 3 clusters Score -944326.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -944333.812500 Penalty: 4570.901367
	Iteration 32Q: 3 clusters Score -944333.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -944341.687500 Penalty: 4570.901367
	Iteration 33Q: 3 clusters Score -944341.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -944350.375000 Penalty: 4570.901367
	Iteration 34Q: 3 clusters Score -944350.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -944359.562500 Penalty: 4570.901367
	Iteration 35Q: 3 clusters Score -944359.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -944368.687500 Penalty: 4570.901367
	Iteration 36Q: 3 clusters Score -944368.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -944379.875000 Penalty: 4570.901367
	Iteration 37Q: 3 clusters Score -944379.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -944389.312500 Penalty: 4570.901367
	Iteration 38Q: 3 clusters Score -944389.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -944397.375000 Penalty: 4570.901367
	Iteration 39Q: 3 clusters Score -944397.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -944404.750000 Penalty: 4570.901367
	Iteration 40F: 3 clusters Score -944404.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -944411.750000 Penalty: 4570.901367
	Iteration 41Q: 3 clusters Score -944411.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -944416.125000 Penalty: 4570.901367
	Iteration 42Q: 3 clusters Score -944416.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -944420.687500 Penalty: 4570.901367
	Iteration 43Q: 3 clusters Score -944420.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -944424.562500 Penalty: 4570.901367
	Iteration 44Q: 3 clusters Score -944424.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -944427.562500 Penalty: 4570.901367
	Iteration 45Q: 3 clusters Score -944427.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -944431.500000 Penalty: 4570.901367
	Iteration 46Q: 3 clusters Score -944431.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -944438.812500 Penalty: 4570.901367
	Iteration 47Q: 3 clusters Score -944438.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -944445.312500 Penalty: 4570.901367
	Iteration 48Q: 3 clusters Score -944445.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -944447.812500 Penalty: 4570.901367
	Iteration 49Q: 3 clusters Score -944447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -944450.687500 Penalty: 4570.901367
	Iteration 50Q: 3 clusters Score -944450.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -944451.375000 Penalty: 4570.901367
	Iteration 51Q: 3 clusters Score -944451.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -944454.500000 Penalty: 4570.901367
	Iteration 52Q: 3 clusters Score -944454.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -944454.437500 Penalty: 4570.901367
	Iteration 53Q: 3 clusters Score -944454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -944454.062500 Penalty: 4570.901367
	Iteration 54Q: 3 clusters Score -944454.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -944454.062500 Penalty: 4570.901367
	Iteration 55F: 3 clusters Score -944454.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Entering Unmasked Estep 
Score: -634423.062500 Penalty: 2215.450684
	Iteration 0F: 2 clusters Score -634423.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -628255.000000 Penalty: 4430.901367
	Iteration 0F: 3 clusters Score -628255 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -630122.562500 Penalty: 4430.901367
	Iteration 1F: 3 clusters Score -630122.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -630683.125000 Penalty: 4430.901367
	Iteration 2F: 3 clusters Score -630683.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -631249.375000 Penalty: 4430.901367
	Iteration 3F: 3 clusters Score -631249.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -631798.625000 Penalty: 4430.901367
	Iteration 4F: 3 clusters Score -631798.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -632261.312500 Penalty: 4430.901367
	Iteration 5F: 3 clusters Score -632261.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -632578.000000 Penalty: 4430.901367
	Iteration 6F: 3 clusters Score -632578 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -632764.250000 Penalty: 4430.901367
	Iteration 7Q: 3 clusters Score -632764.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -632911.687500 Penalty: 4430.901367
	Iteration 8Q: 3 clusters Score -632911.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -633028.187500 Penalty: 4430.901367
	Iteration 9Q: 3 clusters Score -633028.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -633139.000000 Penalty: 4430.901367
	Iteration 10Q: 3 clusters Score -633139 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -633224.500000 Penalty: 4430.901367
	Iteration 11Q: 3 clusters Score -633224.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -633287.125000 Penalty: 4430.901367
	Iteration 12Q: 3 clusters Score -633287.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -633329.000000 Penalty: 4430.901367
	Iteration 13Q: 3 clusters Score -633329 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -633362.312500 Penalty: 4430.901367
	Iteration 14Q: 3 clusters Score -633362.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -633385.250000 Penalty: 4430.901367
	Iteration 15Q: 3 clusters Score -633385.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -633405.500000 Penalty: 4430.901367
	Iteration 16Q: 3 clusters Score -633405.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -633418.812500 Penalty: 4430.901367
	Iteration 17Q: 3 clusters Score -633418.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -633430.062500 Penalty: 4430.901367
	Iteration 18Q: 3 clusters Score -633430.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -633439.562500 Penalty: 4430.901367
	Iteration 19Q: 3 clusters Score -633439.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -633447.875000 Penalty: 4430.901367
	Iteration 20F: 3 clusters Score -633447.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -633453.062500 Penalty: 4430.901367
	Iteration 21Q: 3 clusters Score -633453.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -633457.250000 Penalty: 4430.901367
	Iteration 22Q: 3 clusters Score -633457.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -633463.750000 Penalty: 4430.901367
	Iteration 23Q: 3 clusters Score -633463.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -633466.000000 Penalty: 4430.901367
	Iteration 24Q: 3 clusters Score -633466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -633469.187500 Penalty: 4430.901367
	Iteration 25Q: 3 clusters Score -633469.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -633473.437500 Penalty: 4430.901367
	Iteration 26Q: 3 clusters Score -633473.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -633481.062500 Penalty: 4430.901367
	Iteration 27Q: 3 clusters Score -633481.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -633485.250000 Penalty: 4430.901367
	Iteration 28Q: 3 clusters Score -633485.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -633491.375000 Penalty: 4430.901367
	Iteration 29Q: 3 clusters Score -633491.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -633497.312500 Penalty: 4430.901367
	Iteration 30Q: 3 clusters Score -633497.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -633496.125000 Penalty: 4430.901367
	Iteration 31Q: 3 clusters Score -633496.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -633501.062500 Penalty: 4430.901367
	Iteration 32Q: 3 clusters Score -633501.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -633501.187500 Penalty: 4430.901367
	Iteration 33Q: 3 clusters Score -633501.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -633504.000000 Penalty: 4430.901367
	Iteration 34Q: 3 clusters Score -633504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -633506.687500 Penalty: 4430.901367
	Iteration 35Q: 3 clusters Score -633506.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -633508.437500 Penalty: 4430.901367
	Iteration 36Q: 3 clusters Score -633508.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -633508.875000 Penalty: 4430.901367
	Iteration 37Q: 3 clusters Score -633508.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -633509.625000 Penalty: 4430.901367
	Iteration 38Q: 3 clusters Score -633509.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -633509.187500 Penalty: 4430.901367
	Iteration 39Q: 3 clusters Score -633509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -633511.562500 Penalty: 4430.901367
	Iteration 40F: 3 clusters Score -633511.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -633511.250000 Penalty: 4430.901367
	Iteration 41Q: 3 clusters Score -633511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -633511.250000 Penalty: 4430.901367
	Iteration 42F: 3 clusters Score -633511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Entering Unmasked Estep 
Score: -1015194.812500 Penalty: 2307.372559
	Iteration 0F: 2 clusters Score -1015195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1006942.375000 Penalty: 4614.745117
	Iteration 0F: 3 clusters Score -1006942 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1009354.812500 Penalty: 4614.745117
	Iteration 1F: 3 clusters Score -1009355 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1009677.500000 Penalty: 4614.745117
	Iteration 2F: 3 clusters Score -1009678 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1009909.625000 Penalty: 4614.745117
	Iteration 3F: 3 clusters Score -1009910 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1010107.375000 Penalty: 4614.745117
	Iteration 4Q: 3 clusters Score -1010107 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1010309.562500 Penalty: 4614.745117
	Iteration 5Q: 3 clusters Score -1010310 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1010470.937500 Penalty: 4614.745117
	Iteration 6Q: 3 clusters Score -1010471 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1010631.312500 Penalty: 4614.745117
	Iteration 7Q: 3 clusters Score -1010631 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1010795.562500 Penalty: 4614.745117
	Iteration 8Q: 3 clusters Score -1010796 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1010971.625000 Penalty: 4614.745117
	Iteration 9Q: 3 clusters Score -1010972 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1011172.625000 Penalty: 4614.745117
	Iteration 10Q: 3 clusters Score -1011173 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1011424.625000 Penalty: 4614.745117
	Iteration 11Q: 3 clusters Score -1011425 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1011645.125000 Penalty: 4614.745117
	Iteration 12Q: 3 clusters Score -1011645 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1011878.875000 Penalty: 4614.745117
	Iteration 13Q: 3 clusters Score -1011879 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1012092.187500 Penalty: 4614.745117
	Iteration 14Q: 3 clusters Score -1012092 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1012338.000000 Penalty: 4614.745117
	Iteration 15Q: 3 clusters Score -1012338 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1012555.250000 Penalty: 4614.745117
	Iteration 16Q: 3 clusters Score -1012555 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1012778.125000 Penalty: 4614.745117
	Iteration 17Q: 3 clusters Score -1012778 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1012995.625000 Penalty: 4614.745117
	Iteration 18Q: 3 clusters Score -1012996 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1013217.625000 Penalty: 4614.745117
	Iteration 19Q: 3 clusters Score -1013218 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1013452.250000 Penalty: 4614.745117
	Iteration 20F: 3 clusters Score -1013452 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1013712.250000 Penalty: 4614.745117
	Iteration 21Q: 3 clusters Score -1013712 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1013948.375000 Penalty: 4614.745117
	Iteration 22Q: 3 clusters Score -1013948 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1014166.125000 Penalty: 4614.745117
	Iteration 23Q: 3 clusters Score -1014166 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1014324.812500 Penalty: 4614.745117
	Iteration 24Q: 3 clusters Score -1014325 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1014419.312500 Penalty: 4614.745117
	Iteration 25Q: 3 clusters Score -1014419 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1014493.687500 Penalty: 4614.745117
	Iteration 26Q: 3 clusters Score -1014494 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1014543.750000 Penalty: 4614.745117
	Iteration 27Q: 3 clusters Score -1014544 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1014582.437500 Penalty: 4614.745117
	Iteration 28Q: 3 clusters Score -1014582 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1014612.125000 Penalty: 4614.745117
	Iteration 29Q: 3 clusters Score -1014612 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1014627.375000 Penalty: 4614.745117
	Iteration 30Q: 3 clusters Score -1014627 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1014638.437500 Penalty: 4614.745117
	Iteration 31Q: 3 clusters Score -1014638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1014648.000000 Penalty: 4614.745117
	Iteration 32Q: 3 clusters Score -1014648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1014656.375000 Penalty: 4614.745117
	Iteration 33Q: 3 clusters Score -1014656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1014660.125000 Penalty: 4614.745117
	Iteration 34Q: 3 clusters Score -1014660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1014664.750000 Penalty: 4614.745117
	Iteration 35Q: 3 clusters Score -1014665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1014663.812500 Penalty: 4614.745117
	Iteration 36Q: 3 clusters Score -1014664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1014668.687500 Penalty: 4614.745117
	Iteration 37Q: 3 clusters Score -1014669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1014676.375000 Penalty: 4614.745117
	Iteration 38Q: 3 clusters Score -1014676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1014680.937500 Penalty: 4614.745117
	Iteration 39Q: 3 clusters Score -1014681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1014687.062500 Penalty: 4614.745117
	Iteration 40F: 3 clusters Score -1014687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1014695.937500 Penalty: 4614.745117
	Iteration 41Q: 3 clusters Score -1014696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1014698.250000 Penalty: 4614.745117
	Iteration 42Q: 3 clusters Score -1014698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1014702.125000 Penalty: 4614.745117
	Iteration 43Q: 3 clusters Score -1014702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1014705.187500 Penalty: 4614.745117
	Iteration 44Q: 3 clusters Score -1014705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1014710.375000 Penalty: 4614.745117
	Iteration 45Q: 3 clusters Score -1014710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1014711.750000 Penalty: 4614.745117
	Iteration 46Q: 3 clusters Score -1014712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1014710.437500 Penalty: 4614.745117
	Iteration 47Q: 3 clusters Score -1014710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1014713.812500 Penalty: 4614.745117
	Iteration 48Q: 3 clusters Score -1014714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1014713.500000 Penalty: 4614.745117
	Iteration 49Q: 3 clusters Score -1014714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1014712.875000 Penalty: 4614.745117
	Iteration 50Q: 3 clusters Score -1014713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1014715.187500 Penalty: 4614.745117
	Iteration 51Q: 3 clusters Score -1014715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1014715.187500 Penalty: 4614.745117
	Iteration 52F: 3 clusters Score -1014715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Entering Unmasked Estep 
Score: -2276594.500000 Penalty: 2516.208496
	Iteration 0F: 2 clusters Score -2276594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2259091.000000 Penalty: 5032.416992
	Iteration 0F: 3 clusters Score -2259091 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2265787.750000 Penalty: 5032.416992
	Iteration 1F: 3 clusters Score -2265788 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2266841.500000 Penalty: 5032.416992
	Iteration 2F: 3 clusters Score -2266842 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2267884.500000 Penalty: 5032.416992
	Iteration 3F: 3 clusters Score -2267884 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2268990.000000 Penalty: 5032.416992
	Iteration 4F: 3 clusters Score -2268990 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2270211.250000 Penalty: 5032.416992
	Iteration 5F: 3 clusters Score -2270211 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2271499.750000 Penalty: 5032.416992
	Iteration 6F: 3 clusters Score -2271500 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2272620.750000 Penalty: 5032.416992
	Iteration 7F: 3 clusters Score -2272621 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2273534.750000 Penalty: 5032.416992
	Iteration 8Q: 3 clusters Score -2273535 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2274258.500000 Penalty: 5032.416992
	Iteration 9Q: 3 clusters Score -2274258 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2274734.500000 Penalty: 5032.416992
	Iteration 10Q: 3 clusters Score -2274734 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2275063.000000 Penalty: 5032.416992
	Iteration 11Q: 3 clusters Score -2275063 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2275284.250000 Penalty: 5032.416992
	Iteration 12Q: 3 clusters Score -2275284 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2275417.000000 Penalty: 5032.416992
	Iteration 13Q: 3 clusters Score -2275417 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2275511.000000 Penalty: 5032.416992
	Iteration 14Q: 3 clusters Score -2275511 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2275592.500000 Penalty: 5032.416992
	Iteration 15Q: 3 clusters Score -2275592 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2275673.250000 Penalty: 5032.416992
	Iteration 16Q: 3 clusters Score -2275673 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2275714.000000 Penalty: 5032.416992
	Iteration 17Q: 3 clusters Score -2275714 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2275734.000000 Penalty: 5032.416992
	Iteration 18Q: 3 clusters Score -2275734 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2275757.750000 Penalty: 5032.416992
	Iteration 19Q: 3 clusters Score -2275758 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2275774.250000 Penalty: 5032.416992
	Iteration 20F: 3 clusters Score -2275774 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2275801.000000 Penalty: 5032.416992
	Iteration 21Q: 3 clusters Score -2275801 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2275837.250000 Penalty: 5032.416992
	Iteration 22Q: 3 clusters Score -2275837 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2275859.750000 Penalty: 5032.416992
	Iteration 23Q: 3 clusters Score -2275860 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2275893.000000 Penalty: 5032.416992
	Iteration 24Q: 3 clusters Score -2275893 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2275941.750000 Penalty: 5032.416992
	Iteration 25Q: 3 clusters Score -2275942 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2276025.000000 Penalty: 5032.416992
	Iteration 26Q: 3 clusters Score -2276025 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2276184.000000 Penalty: 5032.416992
	Iteration 27Q: 3 clusters Score -2276184 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2276396.750000 Penalty: 5032.416992
	Iteration 28Q: 3 clusters Score -2276397 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2276596.000000 Penalty: 5032.416992
	Iteration 29Q: 3 clusters Score -2276596 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2276733.250000 Penalty: 5032.416992
	Iteration 30Q: 3 clusters Score -2276733 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2276820.500000 Penalty: 5032.416992
	Iteration 31Q: 3 clusters Score -2276820 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2276868.000000 Penalty: 5032.416992
	Iteration 32Q: 3 clusters Score -2276868 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2276905.750000 Penalty: 5032.416992
	Iteration 33Q: 3 clusters Score -2276906 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2276924.750000 Penalty: 5032.416992
	Iteration 34Q: 3 clusters Score -2276925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2276929.750000 Penalty: 5032.416992
	Iteration 35Q: 3 clusters Score -2276930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2276942.250000 Penalty: 5032.416992
	Iteration 36Q: 3 clusters Score -2276942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2276949.000000 Penalty: 5032.416992
	Iteration 37Q: 3 clusters Score -2276949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2276947.750000 Penalty: 5032.416992
	Iteration 38Q: 3 clusters Score -2276948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2276949.250000 Penalty: 5032.416992
	Iteration 39Q: 3 clusters Score -2276949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2276949.750000 Penalty: 5032.416992
	Iteration 40F: 3 clusters Score -2276950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2276951.000000 Penalty: 5032.416992
	Iteration 41Q: 3 clusters Score -2276951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2276955.500000 Penalty: 5032.416992
	Iteration 42Q: 3 clusters Score -2276956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2276954.750000 Penalty: 5032.416992
	Iteration 43Q: 3 clusters Score -2276955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2276957.500000 Penalty: 5032.416992
	Iteration 44Q: 3 clusters Score -2276958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2276954.500000 Penalty: 5032.416992
	Iteration 45Q: 3 clusters Score -2276954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2276954.500000 Penalty: 5032.416992
	Iteration 46F: 3 clusters Score -2276954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219799 members 
Mstep: Class 5 contains 102258 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136907 members 
Mstep: Class 9 contains 44330 members 
Mstep: Class 10 contains 10508 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 8822 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 308829 members 
Mstep: Class 15 contains 5251 members 
Mstep: Class 16 contains 24674 members 
Mstep: Class 17 contains 223404 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22752 members 
Mstep: Class 20 contains 11317 members 
Mstep: Class 21 contains 228886 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 64074 members 
Mstep: Class 24 contains 10464 members 
Mstep: Class 25 contains 4596 members 
Mstep: Class 26 contains 6775 members 
Mstep: Class 27 contains 10052 members 
Mstep: Class 28 contains 7580 members 
Mstep: Class 29 contains 10981 members 
Mstep: Class 30 contains 23066 members 
Mstep: Class 31 contains 21670 members 
Mstep: Class 32 contains 7535 members 
Mstep: Class 33 contains 10525 members 
Mstep: Class 34 contains 7320 members 
Mstep: Class 35 contains 2423 members 
Entering Unmasked Estep 
Score: -157695344.000000 Penalty: 124380.453125
Splitting cluster 30 changes total score from -157696304.000000 to -157695344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (21670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Entering Unmasked Estep 
Score: -2016608.875000 Penalty: 2475.953857
	Iteration 0F: 2 clusters Score -2016609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2001475.750000 Penalty: 4951.907715
	Iteration 0F: 3 clusters Score -2001476 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2006634.750000 Penalty: 4951.907715
	Iteration 1F: 3 clusters Score -2006635 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2007026.625000 Penalty: 4951.907715
	Iteration 2F: 3 clusters Score -2007027 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2007342.000000 Penalty: 4951.907715
	Iteration 3Q: 3 clusters Score -2007342 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2007607.500000 Penalty: 4951.907715
	Iteration 4Q: 3 clusters Score -2007608 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2007878.500000 Penalty: 4951.907715
	Iteration 5Q: 3 clusters Score -2007878 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2008188.000000 Penalty: 4951.907715
	Iteration 6Q: 3 clusters Score -2008188 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2008540.375000 Penalty: 4951.907715
	Iteration 7Q: 3 clusters Score -2008540 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2009003.875000 Penalty: 4951.907715
	Iteration 8Q: 3 clusters Score -2009004 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2009604.750000 Penalty: 4951.907715
	Iteration 9Q: 3 clusters Score -2009605 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2010397.000000 Penalty: 4951.907715
	Iteration 10F: 3 clusters Score -2010397 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2011365.250000 Penalty: 4951.907715
	Iteration 11F: 3 clusters Score -2011365 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2012349.000000 Penalty: 4951.907715
	Iteration 12Q: 3 clusters Score -2012349 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2013230.125000 Penalty: 4951.907715
	Iteration 13Q: 3 clusters Score -2013230 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2013908.500000 Penalty: 4951.907715
	Iteration 14Q: 3 clusters Score -2013908 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2014382.125000 Penalty: 4951.907715
	Iteration 15Q: 3 clusters Score -2014382 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2014719.875000 Penalty: 4951.907715
	Iteration 16Q: 3 clusters Score -2014720 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2014917.750000 Penalty: 4951.907715
	Iteration 17Q: 3 clusters Score -2014918 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2015051.000000 Penalty: 4951.907715
	Iteration 18Q: 3 clusters Score -2015051 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2015122.000000 Penalty: 4951.907715
	Iteration 19Q: 3 clusters Score -2015122 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2015167.750000 Penalty: 4951.907715
	Iteration 20F: 3 clusters Score -2015168 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2015197.750000 Penalty: 4951.907715
	Iteration 21Q: 3 clusters Score -2015198 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2015209.500000 Penalty: 4951.907715
	Iteration 22Q: 3 clusters Score -2015210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2015216.625000 Penalty: 4951.907715
	Iteration 23Q: 3 clusters Score -2015217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2015222.625000 Penalty: 4951.907715
	Iteration 24Q: 3 clusters Score -2015223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2015231.125000 Penalty: 4951.907715
	Iteration 25Q: 3 clusters Score -2015231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2015232.125000 Penalty: 4951.907715
	Iteration 26Q: 3 clusters Score -2015232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2015237.000000 Penalty: 4951.907715
	Iteration 27Q: 3 clusters Score -2015237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -2015240.875000 Penalty: 4951.907715
	Iteration 28Q: 3 clusters Score -2015241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2015239.500000 Penalty: 4951.907715
	Iteration 29Q: 3 clusters Score -2015240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2015240.125000 Penalty: 4951.907715
	Iteration 30Q: 3 clusters Score -2015240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2015241.250000 Penalty: 4951.907715
	Iteration 31Q: 3 clusters Score -2015241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2015247.000000 Penalty: 4951.907715
	Iteration 32Q: 3 clusters Score -2015247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2015249.875000 Penalty: 4951.907715
	Iteration 33Q: 3 clusters Score -2015250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2015245.375000 Penalty: 4951.907715
	Iteration 34Q: 3 clusters Score -2015245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2015255.750000 Penalty: 4951.907715
	Iteration 35Q: 3 clusters Score -2015256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2015261.000000 Penalty: 4951.907715
	Iteration 36Q: 3 clusters Score -2015261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2015268.250000 Penalty: 4951.907715
	Iteration 37Q: 3 clusters Score -2015268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2015269.750000 Penalty: 4951.907715
	Iteration 38Q: 3 clusters Score -2015270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2015274.500000 Penalty: 4951.907715
	Iteration 39Q: 3 clusters Score -2015274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2015273.750000 Penalty: 4951.907715
	Iteration 40F: 3 clusters Score -2015274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2015277.750000 Penalty: 4951.907715
	Iteration 41Q: 3 clusters Score -2015278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2015279.125000 Penalty: 4951.907715
	Iteration 42Q: 3 clusters Score -2015279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2015278.375000 Penalty: 4951.907715
	Iteration 43Q: 3 clusters Score -2015278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2015281.000000 Penalty: 4951.907715
	Iteration 44Q: 3 clusters Score -2015281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2015280.375000 Penalty: 4951.907715
	Iteration 45Q: 3 clusters Score -2015280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2015281.500000 Penalty: 4951.907715
	Iteration 46Q: 3 clusters Score -2015282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2015282.000000 Penalty: 4951.907715
	Iteration 47Q: 3 clusters Score -2015282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2015282.000000 Penalty: 4951.907715
	Iteration 48F: 3 clusters Score -2015282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Entering Unmasked Estep 
Score: -699552.437500 Penalty: 2213.973877
	Iteration 0F: 2 clusters Score -699552.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -693483.000000 Penalty: 4427.947754
	Iteration 0F: 3 clusters Score -693483 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -695084.000000 Penalty: 4427.947754
	Iteration 1F: 3 clusters Score -695084 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -695326.062500 Penalty: 4427.947754
	Iteration 2F: 3 clusters Score -695326.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -695490.125000 Penalty: 4427.947754
	Iteration 3Q: 3 clusters Score -695490.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -695627.250000 Penalty: 4427.947754
	Iteration 4Q: 3 clusters Score -695627.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -695750.625000 Penalty: 4427.947754
	Iteration 5Q: 3 clusters Score -695750.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -695877.250000 Penalty: 4427.947754
	Iteration 6Q: 3 clusters Score -695877.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -696011.312500 Penalty: 4427.947754
	Iteration 7Q: 3 clusters Score -696011.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -696140.000000 Penalty: 4427.947754
	Iteration 8Q: 3 clusters Score -696140 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -696281.125000 Penalty: 4427.947754
	Iteration 9Q: 3 clusters Score -696281.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -696424.500000 Penalty: 4427.947754
	Iteration 10Q: 3 clusters Score -696424.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -696582.437500 Penalty: 4427.947754
	Iteration 11Q: 3 clusters Score -696582.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -696759.312500 Penalty: 4427.947754
	Iteration 12Q: 3 clusters Score -696759.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -696960.062500 Penalty: 4427.947754
	Iteration 13Q: 3 clusters Score -696960.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -697139.312500 Penalty: 4427.947754
	Iteration 14Q: 3 clusters Score -697139.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -697292.187500 Penalty: 4427.947754
	Iteration 15Q: 3 clusters Score -697292.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -697403.437500 Penalty: 4427.947754
	Iteration 16Q: 3 clusters Score -697403.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -697489.375000 Penalty: 4427.947754
	Iteration 17Q: 3 clusters Score -697489.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -697547.000000 Penalty: 4427.947754
	Iteration 18Q: 3 clusters Score -697547 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -697595.875000 Penalty: 4427.947754
	Iteration 19Q: 3 clusters Score -697595.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -697642.625000 Penalty: 4427.947754
	Iteration 20F: 3 clusters Score -697642.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -697680.000000 Penalty: 4427.947754
	Iteration 21Q: 3 clusters Score -697680 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -697712.625000 Penalty: 4427.947754
	Iteration 22Q: 3 clusters Score -697712.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -697738.437500 Penalty: 4427.947754
	Iteration 23Q: 3 clusters Score -697738.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -697765.625000 Penalty: 4427.947754
	Iteration 24Q: 3 clusters Score -697765.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -697780.875000 Penalty: 4427.947754
	Iteration 25Q: 3 clusters Score -697780.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -697794.312500 Penalty: 4427.947754
	Iteration 26Q: 3 clusters Score -697794.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -697812.500000 Penalty: 4427.947754
	Iteration 27Q: 3 clusters Score -697812.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -697822.625000 Penalty: 4427.947754
	Iteration 28Q: 3 clusters Score -697822.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -697833.000000 Penalty: 4427.947754
	Iteration 29Q: 3 clusters Score -697833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -697839.687500 Penalty: 4427.947754
	Iteration 30Q: 3 clusters Score -697839.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -697847.625000 Penalty: 4427.947754
	Iteration 31Q: 3 clusters Score -697847.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -697852.187500 Penalty: 4427.947754
	Iteration 32Q: 3 clusters Score -697852.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -697858.312500 Penalty: 4427.947754
	Iteration 33Q: 3 clusters Score -697858.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -697861.875000 Penalty: 4427.947754
	Iteration 34Q: 3 clusters Score -697861.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -697865.000000 Penalty: 4427.947754
	Iteration 35Q: 3 clusters Score -697865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -697866.000000 Penalty: 4427.947754
	Iteration 36Q: 3 clusters Score -697866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -697866.000000 Penalty: 4427.947754
	Iteration 37F: 3 clusters Score -697866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Entering Unmasked Estep 
Score: -992487.500000 Penalty: 2296.854248
	Iteration 0F: 2 clusters Score -992487.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -984569.875000 Penalty: 4593.708496
	Iteration 0F: 3 clusters Score -984569.9 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -986967.812500 Penalty: 4593.708496
	Iteration 1F: 3 clusters Score -986967.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -987297.750000 Penalty: 4593.708496
	Iteration 2F: 3 clusters Score -987297.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -987590.375000 Penalty: 4593.708496
	Iteration 3F: 3 clusters Score -987590.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -987896.437500 Penalty: 4593.708496
	Iteration 4Q: 3 clusters Score -987896.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -988238.562500 Penalty: 4593.708496
	Iteration 5Q: 3 clusters Score -988238.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -988649.000000 Penalty: 4593.708496
	Iteration 6F: 3 clusters Score -988649 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -989094.312500 Penalty: 4593.708496
	Iteration 7F: 3 clusters Score -989094.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -989503.375000 Penalty: 4593.708496
	Iteration 8F: 3 clusters Score -989503.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -989831.062500 Penalty: 4593.708496
	Iteration 9Q: 3 clusters Score -989831.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -990073.625000 Penalty: 4593.708496
	Iteration 10Q: 3 clusters Score -990073.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -990225.687500 Penalty: 4593.708496
	Iteration 11Q: 3 clusters Score -990225.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -990335.562500 Penalty: 4593.708496
	Iteration 12Q: 3 clusters Score -990335.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -990417.437500 Penalty: 4593.708496
	Iteration 13Q: 3 clusters Score -990417.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -990499.250000 Penalty: 4593.708496
	Iteration 14Q: 3 clusters Score -990499.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -990592.000000 Penalty: 4593.708496
	Iteration 15Q: 3 clusters Score -990592 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -990690.937500 Penalty: 4593.708496
	Iteration 16Q: 3 clusters Score -990690.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -990810.187500 Penalty: 4593.708496
	Iteration 17Q: 3 clusters Score -990810.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -990910.437500 Penalty: 4593.708496
	Iteration 18Q: 3 clusters Score -990910.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -990996.125000 Penalty: 4593.708496
	Iteration 19Q: 3 clusters Score -990996.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -991063.312500 Penalty: 4593.708496
	Iteration 20F: 3 clusters Score -991063.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -991113.500000 Penalty: 4593.708496
	Iteration 21Q: 3 clusters Score -991113.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -991143.875000 Penalty: 4593.708496
	Iteration 22Q: 3 clusters Score -991143.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -991174.500000 Penalty: 4593.708496
	Iteration 23Q: 3 clusters Score -991174.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -991200.437500 Penalty: 4593.708496
	Iteration 24Q: 3 clusters Score -991200.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -991231.312500 Penalty: 4593.708496
	Iteration 25Q: 3 clusters Score -991231.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -991257.437500 Penalty: 4593.708496
	Iteration 26Q: 3 clusters Score -991257.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -991279.312500 Penalty: 4593.708496
	Iteration 27Q: 3 clusters Score -991279.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -991301.250000 Penalty: 4593.708496
	Iteration 28Q: 3 clusters Score -991301.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -991325.812500 Penalty: 4593.708496
	Iteration 29Q: 3 clusters Score -991325.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -991339.625000 Penalty: 4593.708496
	Iteration 30Q: 3 clusters Score -991339.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -991360.687500 Penalty: 4593.708496
	Iteration 31Q: 3 clusters Score -991360.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -991374.062500 Penalty: 4593.708496
	Iteration 32Q: 3 clusters Score -991374.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -991382.375000 Penalty: 4593.708496
	Iteration 33Q: 3 clusters Score -991382.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -991383.812500 Penalty: 4593.708496
	Iteration 34Q: 3 clusters Score -991383.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -991387.750000 Penalty: 4593.708496
	Iteration 35Q: 3 clusters Score -991387.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -991390.062500 Penalty: 4593.708496
	Iteration 36Q: 3 clusters Score -991390.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -991392.875000 Penalty: 4593.708496
	Iteration 37Q: 3 clusters Score -991392.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -991394.625000 Penalty: 4593.708496
	Iteration 38Q: 3 clusters Score -991394.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -991394.500000 Penalty: 4593.708496
	Iteration 39Q: 3 clusters Score -991394.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -991394.687500 Penalty: 4593.708496
	Iteration 40F: 3 clusters Score -991394.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -991394.437500 Penalty: 4593.708496
	Iteration 41Q: 3 clusters Score -991394.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -991394.750000 Penalty: 4593.708496
	Iteration 42Q: 3 clusters Score -991394.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -991398.250000 Penalty: 4593.708496
	Iteration 43Q: 3 clusters Score -991398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -991395.312500 Penalty: 4593.708496
	Iteration 44Q: 3 clusters Score -991395.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -991395.750000 Penalty: 4593.708496
	Iteration 45Q: 3 clusters Score -991395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -991396.500000 Penalty: 4593.708496
	Iteration 46Q: 3 clusters Score -991396.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -991395.375000 Penalty: 4593.708496
	Iteration 47Q: 3 clusters Score -991395.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -991396.812500 Penalty: 4593.708496
	Iteration 48Q: 3 clusters Score -991396.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -991396.812500 Penalty: 4593.708496
	Iteration 49F: 3 clusters Score -991396.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Entering Unmasked Estep 
Score: -663526.312500 Penalty: 2206.794678
	Iteration 0F: 2 clusters Score -663526.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -657624.375000 Penalty: 4413.589355
	Iteration 0F: 3 clusters Score -657624.4 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -659340.812500 Penalty: 4413.589355
	Iteration 1F: 3 clusters Score -659340.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -659735.312500 Penalty: 4413.589355
	Iteration 2F: 3 clusters Score -659735.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -660069.687500 Penalty: 4413.589355
	Iteration 3F: 3 clusters Score -660069.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -660406.687500 Penalty: 4413.589355
	Iteration 4F: 3 clusters Score -660406.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -660787.250000 Penalty: 4413.589355
	Iteration 5F: 3 clusters Score -660787.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -661084.062500 Penalty: 4413.589355
	Iteration 6F: 3 clusters Score -661084.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -661320.000000 Penalty: 4413.589355
	Iteration 7Q: 3 clusters Score -661320 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -661485.000000 Penalty: 4413.589355
	Iteration 8Q: 3 clusters Score -661485 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -661593.875000 Penalty: 4413.589355
	Iteration 9Q: 3 clusters Score -661593.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -661674.812500 Penalty: 4413.589355
	Iteration 10Q: 3 clusters Score -661674.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -661745.500000 Penalty: 4413.589355
	Iteration 11Q: 3 clusters Score -661745.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -661812.937500 Penalty: 4413.589355
	Iteration 12Q: 3 clusters Score -661812.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -661916.312500 Penalty: 4413.589355
	Iteration 13Q: 3 clusters Score -661916.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -662052.000000 Penalty: 4413.589355
	Iteration 14Q: 3 clusters Score -662052 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -662203.500000 Penalty: 4413.589355
	Iteration 15Q: 3 clusters Score -662203.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -662318.750000 Penalty: 4413.589355
	Iteration 16Q: 3 clusters Score -662318.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -662412.500000 Penalty: 4413.589355
	Iteration 17Q: 3 clusters Score -662412.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -662480.437500 Penalty: 4413.589355
	Iteration 18Q: 3 clusters Score -662480.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -662569.187500 Penalty: 4413.589355
	Iteration 19Q: 3 clusters Score -662569.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -662670.437500 Penalty: 4413.589355
	Iteration 20F: 3 clusters Score -662670.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -662824.000000 Penalty: 4413.589355
	Iteration 21Q: 3 clusters Score -662824 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -663038.375000 Penalty: 4413.589355
	Iteration 22Q: 3 clusters Score -663038.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -663214.250000 Penalty: 4413.589355
	Iteration 23Q: 3 clusters Score -663214.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -663340.187500 Penalty: 4413.589355
	Iteration 24Q: 3 clusters Score -663340.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -663462.500000 Penalty: 4413.589355
	Iteration 25Q: 3 clusters Score -663462.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -663555.750000 Penalty: 4413.589355
	Iteration 26Q: 3 clusters Score -663555.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -663625.000000 Penalty: 4413.589355
	Iteration 27Q: 3 clusters Score -663625 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -663668.812500 Penalty: 4413.589355
	Iteration 28Q: 3 clusters Score -663668.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -663696.812500 Penalty: 4413.589355
	Iteration 29Q: 3 clusters Score -663696.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -663705.125000 Penalty: 4413.589355
	Iteration 30Q: 3 clusters Score -663705.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -663718.625000 Penalty: 4413.589355
	Iteration 31Q: 3 clusters Score -663718.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -663725.937500 Penalty: 4413.589355
	Iteration 32Q: 3 clusters Score -663725.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -663732.687500 Penalty: 4413.589355
	Iteration 33Q: 3 clusters Score -663732.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -663738.687500 Penalty: 4413.589355
	Iteration 34Q: 3 clusters Score -663738.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -663743.562500 Penalty: 4413.589355
	Iteration 35Q: 3 clusters Score -663743.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -663745.312500 Penalty: 4413.589355
	Iteration 36Q: 3 clusters Score -663745.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -663750.000000 Penalty: 4413.589355
	Iteration 37Q: 3 clusters Score -663750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -663755.375000 Penalty: 4413.589355
	Iteration 38Q: 3 clusters Score -663755.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -663760.250000 Penalty: 4413.589355
	Iteration 39Q: 3 clusters Score -663760.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -663761.125000 Penalty: 4413.589355
	Iteration 40F: 3 clusters Score -663761.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -663764.687500 Penalty: 4413.589355
	Iteration 41Q: 3 clusters Score -663764.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -663766.812500 Penalty: 4413.589355
	Iteration 42Q: 3 clusters Score -663766.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -663768.875000 Penalty: 4413.589355
	Iteration 43Q: 3 clusters Score -663768.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -663773.437500 Penalty: 4413.589355
	Iteration 44Q: 3 clusters Score -663773.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -663776.687500 Penalty: 4413.589355
	Iteration 45Q: 3 clusters Score -663776.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -663778.812500 Penalty: 4413.589355
	Iteration 46Q: 3 clusters Score -663778.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -663781.312500 Penalty: 4413.589355
	Iteration 47Q: 3 clusters Score -663781.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -663785.500000 Penalty: 4413.589355
	Iteration 48Q: 3 clusters Score -663785.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -663791.250000 Penalty: 4413.589355
	Iteration 49Q: 3 clusters Score -663791.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -663797.750000 Penalty: 4413.589355
	Iteration 50Q: 3 clusters Score -663797.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -663810.312500 Penalty: 4413.589355
	Iteration 51Q: 3 clusters Score -663810.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -663818.875000 Penalty: 4413.589355
	Iteration 52Q: 3 clusters Score -663818.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -663827.250000 Penalty: 4413.589355
	Iteration 53Q: 3 clusters Score -663827.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -663839.312500 Penalty: 4413.589355
	Iteration 54Q: 3 clusters Score -663839.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -663847.125000 Penalty: 4413.589355
	Iteration 55Q: 3 clusters Score -663847.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -663851.687500 Penalty: 4413.589355
	Iteration 56Q: 3 clusters Score -663851.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -663854.187500 Penalty: 4413.589355
	Iteration 57Q: 3 clusters Score -663854.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -663857.562500 Penalty: 4413.589355
	Iteration 58Q: 3 clusters Score -663857.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -663860.312500 Penalty: 4413.589355
	Iteration 59Q: 3 clusters Score -663860.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -663863.437500 Penalty: 4413.589355
	Iteration 60F: 3 clusters Score -663863.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -663865.125000 Penalty: 4413.589355
	Iteration 61Q: 3 clusters Score -663865.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -663870.687500 Penalty: 4413.589355
	Iteration 62Q: 3 clusters Score -663870.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -663872.625000 Penalty: 4413.589355
	Iteration 63Q: 3 clusters Score -663872.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -663878.875000 Penalty: 4413.589355
	Iteration 64Q: 3 clusters Score -663878.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -663883.750000 Penalty: 4413.589355
	Iteration 65Q: 3 clusters Score -663883.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -663884.437500 Penalty: 4413.589355
	Iteration 66Q: 3 clusters Score -663884.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -663890.500000 Penalty: 4413.589355
	Iteration 67Q: 3 clusters Score -663890.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -663893.437500 Penalty: 4413.589355
	Iteration 68Q: 3 clusters Score -663893.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -663897.062500 Penalty: 4413.589355
	Iteration 69Q: 3 clusters Score -663897.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -663900.625000 Penalty: 4413.589355
	Iteration 70Q: 3 clusters Score -663900.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -663905.125000 Penalty: 4413.589355
	Iteration 71Q: 3 clusters Score -663905.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -663907.000000 Penalty: 4413.589355
	Iteration 72Q: 3 clusters Score -663907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -663914.875000 Penalty: 4413.589355
	Iteration 73Q: 3 clusters Score -663914.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -663925.187500 Penalty: 4413.589355
	Iteration 74Q: 3 clusters Score -663925.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -663931.125000 Penalty: 4413.589355
	Iteration 75Q: 3 clusters Score -663931.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -663938.750000 Penalty: 4413.589355
	Iteration 76Q: 3 clusters Score -663938.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -663942.875000 Penalty: 4413.589355
	Iteration 77Q: 3 clusters Score -663942.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -663947.750000 Penalty: 4413.589355
	Iteration 78Q: 3 clusters Score -663947.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -663952.625000 Penalty: 4413.589355
	Iteration 79Q: 3 clusters Score -663952.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -663954.250000 Penalty: 4413.589355
	Iteration 80F: 3 clusters Score -663954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -663954.625000 Penalty: 4413.589355
	Iteration 81Q: 3 clusters Score -663954.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -663955.375000 Penalty: 4413.589355
	Iteration 82Q: 3 clusters Score -663955.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -663955.375000 Penalty: 4413.589355
	Iteration 83F: 3 clusters Score -663955.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219799 members 
Mstep: Class 5 contains 102258 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136907 members 
Mstep: Class 9 contains 44330 members 
Mstep: Class 10 contains 10508 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 8822 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 308829 members 
Mstep: Class 15 contains 5251 members 
Mstep: Class 16 contains 24674 members 
Mstep: Class 17 contains 223404 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22752 members 
Mstep: Class 20 contains 11317 members 
Mstep: Class 21 contains 228886 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 64074 members 
Mstep: Class 24 contains 10464 members 
Mstep: Class 25 contains 4596 members 
Mstep: Class 26 contains 6775 members 
Mstep: Class 27 contains 10052 members 
Mstep: Class 28 contains 7580 members 
Mstep: Class 29 contains 10981 members 
Mstep: Class 30 contains 25489 members 
Mstep: Class 31 contains 21670 members 
Mstep: Class 32 contains 7535 members 
Mstep: Class 33 contains 10525 members 
Mstep: Class 34 contains 2114 members 
Mstep: Class 35 contains 5206 members 
Entering Unmasked Estep 
Score: -157695424.000000 Penalty: 124380.453125
Splitting cluster 34 changes total score from -157696304.000000 to -157695424.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219799 members 
Mstep: Class 5 contains 102258 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136907 members 
Mstep: Class 9 contains 44330 members 
Mstep: Class 10 contains 10508 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 8822 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 308829 members 
Mstep: Class 15 contains 5251 members 
Mstep: Class 16 contains 24674 members 
Mstep: Class 17 contains 223404 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22752 members 
Mstep: Class 20 contains 11317 members 
Mstep: Class 21 contains 228886 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 64074 members 
Mstep: Class 24 contains 10464 members 
Mstep: Class 25 contains 4596 members 
Mstep: Class 26 contains 6775 members 
Mstep: Class 27 contains 10052 members 
Mstep: Class 28 contains 7580 members 
Mstep: Class 29 contains 10981 members 
Mstep: Class 30 contains 25489 members 
Mstep: Class 31 contains 21670 members 
Mstep: Class 32 contains 7535 members 
Mstep: Class 33 contains 10525 members 
Mstep: Class 34 contains 7320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696320.000000 Penalty: 120826.726562
Iteration 239Q: 35 clusters Score -1.576963e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219786 members 
Mstep: Class 5 contains 102259 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136906 members 
Mstep: Class 9 contains 44332 members 
Mstep: Class 10 contains 10518 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8818 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 308821 members 
Mstep: Class 15 contains 5254 members 
Mstep: Class 16 contains 24675 members 
Mstep: Class 17 contains 223400 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 22752 members 
Mstep: Class 20 contains 11316 members 
Mstep: Class 21 contains 228886 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 64072 members 
Mstep: Class 24 contains 10478 members 
Mstep: Class 25 contains 4604 members 
Mstep: Class 26 contains 6776 members 
Mstep: Class 27 contains 10052 members 
Mstep: Class 28 contains 7586 members 
Mstep: Class 29 contains 10979 members 
Mstep: Class 30 contains 25450 members 
Mstep: Class 31 contains 21682 members 
Mstep: Class 32 contains 7547 members 
Mstep: Class 33 contains 10526 members 
Mstep: Class 34 contains 7322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696416.000000 Penalty: 120826.726562
Iteration 240F: 35 clusters Score -1.576964e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 11798 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219771 members 
Mstep: Class 5 contains 102258 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136904 members 
Mstep: Class 9 contains 44332 members 
Mstep: Class 10 contains 10525 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8811 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 308813 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 24676 members 
Mstep: Class 17 contains 223397 members 
Mstep: Class 18 contains 10384 members 
Mstep: Class 19 contains 22752 members 
Mstep: Class 20 contains 11316 members 
Mstep: Class 21 contains 228886 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 64073 members 
Mstep: Class 24 contains 10492 members 
Mstep: Class 25 contains 4610 members 
Mstep: Class 26 contains 6776 members 
Mstep: Class 27 contains 10051 members 
Mstep: Class 28 contains 7592 members 
Mstep: Class 29 contains 10979 members 
Mstep: Class 30 contains 25426 members 
Mstep: Class 31 contains 21695 members 
Mstep: Class 32 contains 7563 members 
Mstep: Class 33 contains 10525 members 
Mstep: Class 34 contains 7322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696528.000000 Penalty: 120826.726562
Iteration 241Q: 35 clusters Score -1.576965e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 11799 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219766 members 
Mstep: Class 5 contains 102256 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136902 members 
Mstep: Class 9 contains 44333 members 
Mstep: Class 10 contains 10536 members 
Mstep: Class 11 contains 4795 members 
Mstep: Class 12 contains 8802 members 
Mstep: Class 13 contains 26847 members 
Mstep: Class 14 contains 308808 members 
Mstep: Class 15 contains 5251 members 
Mstep: Class 16 contains 24679 members 
Mstep: Class 17 contains 223393 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 22752 members 
Mstep: Class 20 contains 11316 members 
Mstep: Class 21 contains 228886 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 64070 members 
Mstep: Class 24 contains 10498 members 
Mstep: Class 25 contains 4617 members 
Mstep: Class 26 contains 6776 members 
Mstep: Class 27 contains 10050 members 
Mstep: Class 28 contains 7595 members 
Mstep: Class 29 contains 10980 members 
Mstep: Class 30 contains 25398 members 
Mstep: Class 31 contains 21705 members 
Mstep: Class 32 contains 7575 members 
Mstep: Class 33 contains 10528 members 
Mstep: Class 34 contains 7322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696544.000000 Penalty: 120826.726562
Iteration 242Q: 35 clusters Score -1.576965e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 11801 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219763 members 
Mstep: Class 5 contains 102256 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136899 members 
Mstep: Class 9 contains 44331 members 
Mstep: Class 10 contains 10544 members 
Mstep: Class 11 contains 4796 members 
Mstep: Class 12 contains 8793 members 
Mstep: Class 13 contains 26844 members 
Mstep: Class 14 contains 308804 members 
Mstep: Class 15 contains 5252 members 
Mstep: Class 16 contains 24686 members 
Mstep: Class 17 contains 223391 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 22751 members 
Mstep: Class 20 contains 11316 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 64069 members 
Mstep: Class 24 contains 10505 members 
Mstep: Class 25 contains 4615 members 
Mstep: Class 26 contains 6776 members 
Mstep: Class 27 contains 10051 members 
Mstep: Class 28 contains 7598 members 
Mstep: Class 29 contains 10981 members 
Mstep: Class 30 contains 25371 members 
Mstep: Class 31 contains 21719 members 
Mstep: Class 32 contains 7584 members 
Mstep: Class 33 contains 10529 members 
Mstep: Class 34 contains 7323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696672.000000 Penalty: 120826.726562
Iteration 243Q: 35 clusters Score -1.576967e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 11803 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219761 members 
Mstep: Class 5 contains 102255 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136898 members 
Mstep: Class 9 contains 44331 members 
Mstep: Class 10 contains 10547 members 
Mstep: Class 11 contains 4797 members 
Mstep: Class 12 contains 8788 members 
Mstep: Class 13 contains 26842 members 
Mstep: Class 14 contains 308803 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 24690 members 
Mstep: Class 17 contains 223390 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 22750 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 64065 members 
Mstep: Class 24 contains 10504 members 
Mstep: Class 25 contains 4615 members 
Mstep: Class 26 contains 6775 members 
Mstep: Class 27 contains 10053 members 
Mstep: Class 28 contains 7605 members 
Mstep: Class 29 contains 10981 members 
Mstep: Class 30 contains 25344 members 
Mstep: Class 31 contains 21735 members 
Mstep: Class 32 contains 7593 members 
Mstep: Class 33 contains 10532 members 
Mstep: Class 34 contains 7323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696656.000000 Penalty: 120826.726562
Iteration 244Q: 35 clusters Score -1.576967e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 11804 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 219763 members 
Mstep: Class 5 contains 102255 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136898 members 
Mstep: Class 9 contains 44331 members 
Mstep: Class 10 contains 10552 members 
Mstep: Class 11 contains 4796 members 
Mstep: Class 12 contains 8789 members 
Mstep: Class 13 contains 26838 members 
Mstep: Class 14 contains 308802 members 
Mstep: Class 15 contains 5254 members 
Mstep: Class 16 contains 24688 members 
Mstep: Class 17 contains 223391 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 22749 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 64063 members 
Mstep: Class 24 contains 10506 members 
Mstep: Class 25 contains 4615 members 
Mstep: Class 26 contains 6776 members 
Mstep: Class 27 contains 10056 members 
Mstep: Class 28 contains 7610 members 
Mstep: Class 29 contains 10980 members 
Mstep: Class 30 contains 25306 members 
Mstep: Class 31 contains 21754 members 
Mstep: Class 32 contains 7602 members 
Mstep: Class 33 contains 10534 members 
Mstep: Class 34 contains 7322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696448.000000 Penalty: 120826.726562
Iteration 245Q: 35 clusters Score -1.576964e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 11805 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 219763 members 
Mstep: Class 5 contains 102255 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136897 members 
Mstep: Class 9 contains 44330 members 
Mstep: Class 10 contains 10558 members 
Mstep: Class 11 contains 4795 members 
Mstep: Class 12 contains 8782 members 
Mstep: Class 13 contains 26835 members 
Mstep: Class 14 contains 308799 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 24689 members 
Mstep: Class 17 contains 223389 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 22749 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 64059 members 
Mstep: Class 24 contains 10510 members 
Mstep: Class 25 contains 4615 members 
Mstep: Class 26 contains 6776 members 
Mstep: Class 27 contains 10059 members 
Mstep: Class 28 contains 7615 members 
Mstep: Class 29 contains 10981 members 
Mstep: Class 30 contains 25269 members 
Mstep: Class 31 contains 21772 members 
Mstep: Class 32 contains 7613 members 
Mstep: Class 33 contains 10539 members 
Mstep: Class 34 contains 7324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696672.000000 Penalty: 120826.726562
Iteration 246Q: 35 clusters Score -1.576967e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 11805 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 219757 members 
Mstep: Class 5 contains 102255 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136897 members 
Mstep: Class 9 contains 44326 members 
Mstep: Class 10 contains 10566 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8777 members 
Mstep: Class 13 contains 26833 members 
Mstep: Class 14 contains 308790 members 
Mstep: Class 15 contains 5252 members 
Mstep: Class 16 contains 24688 members 
Mstep: Class 17 contains 223386 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 22749 members 
Mstep: Class 20 contains 11314 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 64058 members 
Mstep: Class 24 contains 10514 members 
Mstep: Class 25 contains 4617 members 
Mstep: Class 26 contains 6775 members 
Mstep: Class 27 contains 10060 members 
Mstep: Class 28 contains 7623 members 
Mstep: Class 29 contains 10984 members 
Mstep: Class 30 contains 25229 members 
Mstep: Class 31 contains 21797 members 
Mstep: Class 32 contains 7628 members 
Mstep: Class 33 contains 10540 members 
Mstep: Class 34 contains 7325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696656.000000 Penalty: 120826.726562
Iteration 247Q: 35 clusters Score -1.576967e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 11804 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219751 members 
Mstep: Class 5 contains 102255 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136898 members 
Mstep: Class 9 contains 44327 members 
Mstep: Class 10 contains 10577 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 26831 members 
Mstep: Class 14 contains 308781 members 
Mstep: Class 15 contains 5252 members 
Mstep: Class 16 contains 24687 members 
Mstep: Class 17 contains 223384 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 22749 members 
Mstep: Class 20 contains 11314 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64056 members 
Mstep: Class 24 contains 10518 members 
Mstep: Class 25 contains 4618 members 
Mstep: Class 26 contains 6774 members 
Mstep: Class 27 contains 10061 members 
Mstep: Class 28 contains 7628 members 
Mstep: Class 29 contains 10982 members 
Mstep: Class 30 contains 25197 members 
Mstep: Class 31 contains 21817 members 
Mstep: Class 32 contains 7637 members 
Mstep: Class 33 contains 10543 members 
Mstep: Class 34 contains 7328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696576.000000 Penalty: 120826.726562
Iteration 248Q: 35 clusters Score -1.576966e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 11805 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219747 members 
Mstep: Class 5 contains 102255 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136897 members 
Mstep: Class 9 contains 44327 members 
Mstep: Class 10 contains 10583 members 
Mstep: Class 11 contains 4790 members 
Mstep: Class 12 contains 8767 members 
Mstep: Class 13 contains 26830 members 
Mstep: Class 14 contains 308773 members 
Mstep: Class 15 contains 5251 members 
Mstep: Class 16 contains 24688 members 
Mstep: Class 17 contains 223382 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 22749 members 
Mstep: Class 20 contains 11314 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64053 members 
Mstep: Class 24 contains 10522 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 6775 members 
Mstep: Class 27 contains 10062 members 
Mstep: Class 28 contains 7628 members 
Mstep: Class 29 contains 10983 members 
Mstep: Class 30 contains 25180 members 
Mstep: Class 31 contains 21834 members 
Mstep: Class 32 contains 7642 members 
Mstep: Class 33 contains 10543 members 
Mstep: Class 34 contains 7334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696592.000000 Penalty: 120826.726562
Iteration 249Q: 35 clusters Score -1.576966e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 11804 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219742 members 
Mstep: Class 5 contains 102255 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136898 members 
Mstep: Class 9 contains 44328 members 
Mstep: Class 10 contains 10592 members 
Mstep: Class 11 contains 4790 members 
Mstep: Class 12 contains 8758 members 
Mstep: Class 13 contains 26829 members 
Mstep: Class 14 contains 308764 members 
Mstep: Class 15 contains 5251 members 
Mstep: Class 16 contains 24688 members 
Mstep: Class 17 contains 223381 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 22748 members 
Mstep: Class 20 contains 11314 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64047 members 
Mstep: Class 24 contains 10527 members 
Mstep: Class 25 contains 4622 members 
Mstep: Class 26 contains 6777 members 
Mstep: Class 27 contains 10064 members 
Mstep: Class 28 contains 7631 members 
Mstep: Class 29 contains 10986 members 
Mstep: Class 30 contains 25152 members 
Mstep: Class 31 contains 21855 members 
Mstep: Class 32 contains 7650 members 
Mstep: Class 33 contains 10543 members 
Mstep: Class 34 contains 7337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696768.000000 Penalty: 120826.726562
Iteration 250Q: 35 clusters Score -1.576968e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 11806 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219739 members 
Mstep: Class 5 contains 102255 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136900 members 
Mstep: Class 9 contains 44329 members 
Mstep: Class 10 contains 10608 members 
Mstep: Class 11 contains 4790 members 
Mstep: Class 12 contains 8750 members 
Mstep: Class 13 contains 26826 members 
Mstep: Class 14 contains 308754 members 
Mstep: Class 15 contains 5256 members 
Mstep: Class 16 contains 24690 members 
Mstep: Class 17 contains 223382 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 11314 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64043 members 
Mstep: Class 24 contains 10533 members 
Mstep: Class 25 contains 4623 members 
Mstep: Class 26 contains 6779 members 
Mstep: Class 27 contains 10066 members 
Mstep: Class 28 contains 7633 members 
Mstep: Class 29 contains 10985 members 
Mstep: Class 30 contains 25109 members 
Mstep: Class 31 contains 21877 members 
Mstep: Class 32 contains 7655 members 
Mstep: Class 33 contains 10545 members 
Mstep: Class 34 contains 7341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696752.000000 Penalty: 120826.726562
Iteration 251Q: 35 clusters Score -1.576968e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219731 members 
Mstep: Class 5 contains 102255 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136900 members 
Mstep: Class 9 contains 44333 members 
Mstep: Class 10 contains 10618 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 26827 members 
Mstep: Class 14 contains 308743 members 
Mstep: Class 15 contains 5256 members 
Mstep: Class 16 contains 24690 members 
Mstep: Class 17 contains 223381 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64039 members 
Mstep: Class 24 contains 10541 members 
Mstep: Class 25 contains 4623 members 
Mstep: Class 26 contains 6779 members 
Mstep: Class 27 contains 10070 members 
Mstep: Class 28 contains 7634 members 
Mstep: Class 29 contains 10988 members 
Mstep: Class 30 contains 25075 members 
Mstep: Class 31 contains 21900 members 
Mstep: Class 32 contains 7666 members 
Mstep: Class 33 contains 10543 members 
Mstep: Class 34 contains 7343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696736.000000 Penalty: 120826.726562
Iteration 252Q: 35 clusters Score -1.576967e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 11807 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219729 members 
Mstep: Class 5 contains 102255 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136900 members 
Mstep: Class 9 contains 44330 members 
Mstep: Class 10 contains 10630 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8732 members 
Mstep: Class 13 contains 26828 members 
Mstep: Class 14 contains 308740 members 
Mstep: Class 15 contains 5254 members 
Mstep: Class 16 contains 24690 members 
Mstep: Class 17 contains 223380 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64036 members 
Mstep: Class 24 contains 10543 members 
Mstep: Class 25 contains 4625 members 
Mstep: Class 26 contains 6780 members 
Mstep: Class 27 contains 10072 members 
Mstep: Class 28 contains 7636 members 
Mstep: Class 29 contains 10988 members 
Mstep: Class 30 contains 25054 members 
Mstep: Class 31 contains 21908 members 
Mstep: Class 32 contains 7671 members 
Mstep: Class 33 contains 10545 members 
Mstep: Class 34 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696800.000000 Penalty: 120826.726562
Iteration 253Q: 35 clusters Score -1.576968e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 11807 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219727 members 
Mstep: Class 5 contains 102255 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136900 members 
Mstep: Class 9 contains 44332 members 
Mstep: Class 10 contains 10640 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 26828 members 
Mstep: Class 14 contains 308728 members 
Mstep: Class 15 contains 5252 members 
Mstep: Class 16 contains 24685 members 
Mstep: Class 17 contains 223376 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11317 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64035 members 
Mstep: Class 24 contains 10546 members 
Mstep: Class 25 contains 4628 members 
Mstep: Class 26 contains 6782 members 
Mstep: Class 27 contains 10077 members 
Mstep: Class 28 contains 7640 members 
Mstep: Class 29 contains 10990 members 
Mstep: Class 30 contains 25028 members 
Mstep: Class 31 contains 21922 members 
Mstep: Class 32 contains 7678 members 
Mstep: Class 33 contains 10549 members 
Mstep: Class 34 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696720.000000 Penalty: 120826.726562
Iteration 254Q: 35 clusters Score -1.576967e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 11807 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 219728 members 
Mstep: Class 5 contains 102254 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136901 members 
Mstep: Class 9 contains 44333 members 
Mstep: Class 10 contains 10646 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8724 members 
Mstep: Class 13 contains 26830 members 
Mstep: Class 14 contains 308718 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 24686 members 
Mstep: Class 17 contains 223374 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11318 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64035 members 
Mstep: Class 24 contains 10548 members 
Mstep: Class 25 contains 4631 members 
Mstep: Class 26 contains 6783 members 
Mstep: Class 27 contains 10080 members 
Mstep: Class 28 contains 7645 members 
Mstep: Class 29 contains 10993 members 
Mstep: Class 30 contains 24993 members 
Mstep: Class 31 contains 21928 members 
Mstep: Class 32 contains 7689 members 
Mstep: Class 33 contains 10550 members 
Mstep: Class 34 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696800.000000 Penalty: 120826.726562
Iteration 255Q: 35 clusters Score -1.576968e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 219728 members 
Mstep: Class 5 contains 102253 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136901 members 
Mstep: Class 9 contains 44334 members 
Mstep: Class 10 contains 10654 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8722 members 
Mstep: Class 13 contains 26831 members 
Mstep: Class 14 contains 308715 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 24686 members 
Mstep: Class 17 contains 223373 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11318 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64034 members 
Mstep: Class 24 contains 10550 members 
Mstep: Class 25 contains 4632 members 
Mstep: Class 26 contains 6782 members 
Mstep: Class 27 contains 10082 members 
Mstep: Class 28 contains 7650 members 
Mstep: Class 29 contains 10994 members 
Mstep: Class 30 contains 24961 members 
Mstep: Class 31 contains 21939 members 
Mstep: Class 32 contains 7696 members 
Mstep: Class 33 contains 10550 members 
Mstep: Class 34 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696784.000000 Penalty: 120826.726562
Iteration 256Q: 35 clusters Score -1.576968e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 219729 members 
Mstep: Class 5 contains 102251 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136902 members 
Mstep: Class 9 contains 44336 members 
Mstep: Class 10 contains 10666 members 
Mstep: Class 11 contains 4790 members 
Mstep: Class 12 contains 8715 members 
Mstep: Class 13 contains 26830 members 
Mstep: Class 14 contains 308703 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 24686 members 
Mstep: Class 17 contains 223368 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11318 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64032 members 
Mstep: Class 24 contains 10554 members 
Mstep: Class 25 contains 4635 members 
Mstep: Class 26 contains 6782 members 
Mstep: Class 27 contains 10084 members 
Mstep: Class 28 contains 7656 members 
Mstep: Class 29 contains 10995 members 
Mstep: Class 30 contains 24931 members 
Mstep: Class 31 contains 21950 members 
Mstep: Class 32 contains 7704 members 
Mstep: Class 33 contains 10553 members 
Mstep: Class 34 contains 7349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696832.000000 Penalty: 120826.726562
Iteration 257Q: 35 clusters Score -1.576968e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 219727 members 
Mstep: Class 5 contains 102250 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136901 members 
Mstep: Class 9 contains 44337 members 
Mstep: Class 10 contains 10677 members 
Mstep: Class 11 contains 4788 members 
Mstep: Class 12 contains 8709 members 
Mstep: Class 13 contains 26824 members 
Mstep: Class 14 contains 308695 members 
Mstep: Class 15 contains 5252 members 
Mstep: Class 16 contains 24688 members 
Mstep: Class 17 contains 223369 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 22743 members 
Mstep: Class 20 contains 11318 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 64030 members 
Mstep: Class 24 contains 10562 members 
Mstep: Class 25 contains 4640 members 
Mstep: Class 26 contains 6782 members 
Mstep: Class 27 contains 10085 members 
Mstep: Class 28 contains 7658 members 
Mstep: Class 29 contains 10995 members 
Mstep: Class 30 contains 24892 members 
Mstep: Class 31 contains 21966 members 
Mstep: Class 32 contains 7714 members 
Mstep: Class 33 contains 10557 members 
Mstep: Class 34 contains 7353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696816.000000 Penalty: 120826.726562
Iteration 258Q: 35 clusters Score -1.576968e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 219713 members 
Mstep: Class 5 contains 102250 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136899 members 
Mstep: Class 9 contains 44336 members 
Mstep: Class 10 contains 10691 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 8706 members 
Mstep: Class 13 contains 26822 members 
Mstep: Class 14 contains 308689 members 
Mstep: Class 15 contains 5250 members 
Mstep: Class 16 contains 24692 members 
Mstep: Class 17 contains 223370 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11317 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64027 members 
Mstep: Class 24 contains 10572 members 
Mstep: Class 25 contains 4646 members 
Mstep: Class 26 contains 6782 members 
Mstep: Class 27 contains 10085 members 
Mstep: Class 28 contains 7661 members 
Mstep: Class 29 contains 10996 members 
Mstep: Class 30 contains 24866 members 
Mstep: Class 31 contains 21974 members 
Mstep: Class 32 contains 7718 members 
Mstep: Class 33 contains 10562 members 
Mstep: Class 34 contains 7355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696752.000000 Penalty: 120826.726562
Iteration 259Q: 35 clusters Score -1.576968e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 219706 members 
Mstep: Class 5 contains 102249 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136898 members 
Mstep: Class 9 contains 44337 members 
Mstep: Class 10 contains 10709 members 
Mstep: Class 11 contains 4784 members 
Mstep: Class 12 contains 8703 members 
Mstep: Class 13 contains 26820 members 
Mstep: Class 14 contains 308675 members 
Mstep: Class 15 contains 5251 members 
Mstep: Class 16 contains 24695 members 
Mstep: Class 17 contains 223366 members 
Mstep: Class 18 contains 10388 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 11318 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64025 members 
Mstep: Class 24 contains 10579 members 
Mstep: Class 25 contains 4651 members 
Mstep: Class 26 contains 6783 members 
Mstep: Class 27 contains 10085 members 
Mstep: Class 28 contains 7664 members 
Mstep: Class 29 contains 10998 members 
Mstep: Class 30 contains 24846 members 
Mstep: Class 31 contains 21979 members 
Mstep: Class 32 contains 7720 members 
Mstep: Class 33 contains 10564 members 
Mstep: Class 34 contains 7356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696736.000000 Penalty: 120826.726562
Iteration 260F: 35 clusters Score -1.576967e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 219699 members 
Mstep: Class 5 contains 102250 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136898 members 
Mstep: Class 9 contains 44340 members 
Mstep: Class 10 contains 10725 members 
Mstep: Class 11 contains 4784 members 
Mstep: Class 12 contains 8702 members 
Mstep: Class 13 contains 26819 members 
Mstep: Class 14 contains 308666 members 
Mstep: Class 15 contains 5252 members 
Mstep: Class 16 contains 24698 members 
Mstep: Class 17 contains 223363 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 11318 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64023 members 
Mstep: Class 24 contains 10587 members 
Mstep: Class 25 contains 4655 members 
Mstep: Class 26 contains 6783 members 
Mstep: Class 27 contains 10086 members 
Mstep: Class 28 contains 7666 members 
Mstep: Class 29 contains 10998 members 
Mstep: Class 30 contains 24813 members 
Mstep: Class 31 contains 21991 members 
Mstep: Class 32 contains 7721 members 
Mstep: Class 33 contains 10565 members 
Mstep: Class 34 contains 7357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696752.000000 Penalty: 120826.726562
Iteration 261Q: 35 clusters Score -1.576968e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 219696 members 
Mstep: Class 5 contains 102251 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136898 members 
Mstep: Class 9 contains 44344 members 
Mstep: Class 10 contains 10749 members 
Mstep: Class 11 contains 4784 members 
Mstep: Class 12 contains 8700 members 
Mstep: Class 13 contains 26820 members 
Mstep: Class 14 contains 308658 members 
Mstep: Class 15 contains 5249 members 
Mstep: Class 16 contains 24697 members 
Mstep: Class 17 contains 223367 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11318 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64023 members 
Mstep: Class 24 contains 10594 members 
Mstep: Class 25 contains 4661 members 
Mstep: Class 26 contains 6784 members 
Mstep: Class 27 contains 10086 members 
Mstep: Class 28 contains 7668 members 
Mstep: Class 29 contains 10998 members 
Mstep: Class 30 contains 24776 members 
Mstep: Class 31 contains 21995 members 
Mstep: Class 32 contains 7721 members 
Mstep: Class 33 contains 10565 members 
Mstep: Class 34 contains 7357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696608.000000 Penalty: 120826.726562
Iteration 262Q: 35 clusters Score -1.576966e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 219685 members 
Mstep: Class 5 contains 102250 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136900 members 
Mstep: Class 9 contains 44346 members 
Mstep: Class 10 contains 10771 members 
Mstep: Class 11 contains 4784 members 
Mstep: Class 12 contains 8699 members 
Mstep: Class 13 contains 26819 members 
Mstep: Class 14 contains 308657 members 
Mstep: Class 15 contains 5249 members 
Mstep: Class 16 contains 24698 members 
Mstep: Class 17 contains 223368 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22743 members 
Mstep: Class 20 contains 11318 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64022 members 
Mstep: Class 24 contains 10605 members 
Mstep: Class 25 contains 4662 members 
Mstep: Class 26 contains 6785 members 
Mstep: Class 27 contains 10083 members 
Mstep: Class 28 contains 7669 members 
Mstep: Class 29 contains 10998 members 
Mstep: Class 30 contains 24743 members 
Mstep: Class 31 contains 21999 members 
Mstep: Class 32 contains 7722 members 
Mstep: Class 33 contains 10567 members 
Mstep: Class 34 contains 7357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696624.000000 Penalty: 120826.726562
Iteration 263Q: 35 clusters Score -1.576966e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 219680 members 
Mstep: Class 5 contains 102251 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136900 members 
Mstep: Class 9 contains 44345 members 
Mstep: Class 10 contains 10793 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 8698 members 
Mstep: Class 13 contains 26819 members 
Mstep: Class 14 contains 308659 members 
Mstep: Class 15 contains 5250 members 
Mstep: Class 16 contains 24701 members 
Mstep: Class 17 contains 223366 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22743 members 
Mstep: Class 20 contains 11317 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64020 members 
Mstep: Class 24 contains 10614 members 
Mstep: Class 25 contains 4663 members 
Mstep: Class 26 contains 6784 members 
Mstep: Class 27 contains 10083 members 
Mstep: Class 28 contains 7671 members 
Mstep: Class 29 contains 10999 members 
Mstep: Class 30 contains 24704 members 
Mstep: Class 31 contains 22003 members 
Mstep: Class 32 contains 7722 members 
Mstep: Class 33 contains 10567 members 
Mstep: Class 34 contains 7357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696608.000000 Penalty: 120826.726562
Iteration 264Q: 35 clusters Score -1.576966e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 219676 members 
Mstep: Class 5 contains 102254 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136897 members 
Mstep: Class 9 contains 44349 members 
Mstep: Class 10 contains 10812 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 8697 members 
Mstep: Class 13 contains 26821 members 
Mstep: Class 14 contains 308665 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 24700 members 
Mstep: Class 17 contains 223366 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22743 members 
Mstep: Class 20 contains 11317 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64019 members 
Mstep: Class 24 contains 10625 members 
Mstep: Class 25 contains 4664 members 
Mstep: Class 26 contains 6783 members 
Mstep: Class 27 contains 10085 members 
Mstep: Class 28 contains 7676 members 
Mstep: Class 29 contains 10998 members 
Mstep: Class 30 contains 24657 members 
Mstep: Class 31 contains 22012 members 
Mstep: Class 32 contains 7723 members 
Mstep: Class 33 contains 10564 members 
Mstep: Class 34 contains 7358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696672.000000 Penalty: 120826.726562
Iteration 265Q: 35 clusters Score -1.576967e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 219672 members 
Mstep: Class 5 contains 102255 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136896 members 
Mstep: Class 9 contains 44347 members 
Mstep: Class 10 contains 10829 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 8696 members 
Mstep: Class 13 contains 26824 members 
Mstep: Class 14 contains 308669 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 24700 members 
Mstep: Class 17 contains 223366 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22743 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64018 members 
Mstep: Class 24 contains 10634 members 
Mstep: Class 25 contains 4665 members 
Mstep: Class 26 contains 6784 members 
Mstep: Class 27 contains 10084 members 
Mstep: Class 28 contains 7681 members 
Mstep: Class 29 contains 10999 members 
Mstep: Class 30 contains 24617 members 
Mstep: Class 31 contains 22021 members 
Mstep: Class 32 contains 7729 members 
Mstep: Class 33 contains 10561 members 
Mstep: Class 34 contains 7358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696560.000000 Penalty: 120826.726562
Iteration 266Q: 35 clusters Score -1.576966e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 219669 members 
Mstep: Class 5 contains 102255 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136895 members 
Mstep: Class 9 contains 44346 members 
Mstep: Class 10 contains 10857 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 8696 members 
Mstep: Class 13 contains 26822 members 
Mstep: Class 14 contains 308666 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 24700 members 
Mstep: Class 17 contains 223365 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22743 members 
Mstep: Class 20 contains 11314 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64017 members 
Mstep: Class 24 contains 10641 members 
Mstep: Class 25 contains 4664 members 
Mstep: Class 26 contains 6787 members 
Mstep: Class 27 contains 10084 members 
Mstep: Class 28 contains 7683 members 
Mstep: Class 29 contains 10999 members 
Mstep: Class 30 contains 24582 members 
Mstep: Class 31 contains 22032 members 
Mstep: Class 32 contains 7729 members 
Mstep: Class 33 contains 10558 members 
Mstep: Class 34 contains 7358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696672.000000 Penalty: 120826.726562
Iteration 267Q: 35 clusters Score -1.576967e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 219667 members 
Mstep: Class 5 contains 102255 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136895 members 
Mstep: Class 9 contains 44346 members 
Mstep: Class 10 contains 10870 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 8695 members 
Mstep: Class 13 contains 26818 members 
Mstep: Class 14 contains 308671 members 
Mstep: Class 15 contains 5247 members 
Mstep: Class 16 contains 24700 members 
Mstep: Class 17 contains 223362 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22743 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64017 members 
Mstep: Class 24 contains 10644 members 
Mstep: Class 25 contains 4663 members 
Mstep: Class 26 contains 6788 members 
Mstep: Class 27 contains 10084 members 
Mstep: Class 28 contains 7686 members 
Mstep: Class 29 contains 10999 members 
Mstep: Class 30 contains 24554 members 
Mstep: Class 31 contains 22043 members 
Mstep: Class 32 contains 7729 members 
Mstep: Class 33 contains 10562 members 
Mstep: Class 34 contains 7357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696800.000000 Penalty: 120826.726562
Iteration 268Q: 35 clusters Score -1.576968e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 219661 members 
Mstep: Class 5 contains 102256 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136892 members 
Mstep: Class 9 contains 44348 members 
Mstep: Class 10 contains 10877 members 
Mstep: Class 11 contains 4788 members 
Mstep: Class 12 contains 8695 members 
Mstep: Class 13 contains 26812 members 
Mstep: Class 14 contains 308676 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 24699 members 
Mstep: Class 17 contains 223361 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22743 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64015 members 
Mstep: Class 24 contains 10648 members 
Mstep: Class 25 contains 4663 members 
Mstep: Class 26 contains 6791 members 
Mstep: Class 27 contains 10086 members 
Mstep: Class 28 contains 7687 members 
Mstep: Class 29 contains 10999 members 
Mstep: Class 30 contains 24531 members 
Mstep: Class 31 contains 22053 members 
Mstep: Class 32 contains 7729 members 
Mstep: Class 33 contains 10562 members 
Mstep: Class 34 contains 7358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696880.000000 Penalty: 120826.726562
Iteration 269Q: 35 clusters Score -1.576969e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219654 members 
Mstep: Class 5 contains 102256 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136889 members 
Mstep: Class 9 contains 44346 members 
Mstep: Class 10 contains 10892 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 8694 members 
Mstep: Class 13 contains 26811 members 
Mstep: Class 14 contains 308676 members 
Mstep: Class 15 contains 5247 members 
Mstep: Class 16 contains 24701 members 
Mstep: Class 17 contains 223357 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22742 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64014 members 
Mstep: Class 24 contains 10656 members 
Mstep: Class 25 contains 4663 members 
Mstep: Class 26 contains 6794 members 
Mstep: Class 27 contains 10090 members 
Mstep: Class 28 contains 7691 members 
Mstep: Class 29 contains 11000 members 
Mstep: Class 30 contains 24500 members 
Mstep: Class 31 contains 22058 members 
Mstep: Class 32 contains 7730 members 
Mstep: Class 33 contains 10562 members 
Mstep: Class 34 contains 7356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697040.000000 Penalty: 120826.726562
Iteration 270Q: 35 clusters Score -1.57697e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219649 members 
Mstep: Class 5 contains 102254 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136888 members 
Mstep: Class 9 contains 44345 members 
Mstep: Class 10 contains 10909 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8692 members 
Mstep: Class 13 contains 26807 members 
Mstep: Class 14 contains 308668 members 
Mstep: Class 15 contains 5247 members 
Mstep: Class 16 contains 24699 members 
Mstep: Class 17 contains 223357 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22743 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 228881 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64014 members 
Mstep: Class 24 contains 10665 members 
Mstep: Class 25 contains 4663 members 
Mstep: Class 26 contains 6796 members 
Mstep: Class 27 contains 10090 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 11000 members 
Mstep: Class 30 contains 24471 members 
Mstep: Class 31 contains 22073 members 
Mstep: Class 32 contains 7731 members 
Mstep: Class 33 contains 10561 members 
Mstep: Class 34 contains 7352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696944.000000 Penalty: 120826.726562
Iteration 271Q: 35 clusters Score -1.576969e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219650 members 
Mstep: Class 5 contains 102253 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136887 members 
Mstep: Class 9 contains 44353 members 
Mstep: Class 10 contains 10929 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8693 members 
Mstep: Class 13 contains 26805 members 
Mstep: Class 14 contains 308671 members 
Mstep: Class 15 contains 5244 members 
Mstep: Class 16 contains 24694 members 
Mstep: Class 17 contains 223359 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22742 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64010 members 
Mstep: Class 24 contains 10662 members 
Mstep: Class 25 contains 4663 members 
Mstep: Class 26 contains 6799 members 
Mstep: Class 27 contains 10088 members 
Mstep: Class 28 contains 7702 members 
Mstep: Class 29 contains 10999 members 
Mstep: Class 30 contains 24428 members 
Mstep: Class 31 contains 22089 members 
Mstep: Class 32 contains 7731 members 
Mstep: Class 33 contains 10564 members 
Mstep: Class 34 contains 7353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697008.000000 Penalty: 120826.726562
Iteration 272Q: 35 clusters Score -1.57697e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219654 members 
Mstep: Class 5 contains 102251 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136884 members 
Mstep: Class 9 contains 44357 members 
Mstep: Class 10 contains 10954 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8693 members 
Mstep: Class 13 contains 26803 members 
Mstep: Class 14 contains 308664 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 24691 members 
Mstep: Class 17 contains 223359 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22743 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64009 members 
Mstep: Class 24 contains 10671 members 
Mstep: Class 25 contains 4664 members 
Mstep: Class 26 contains 6801 members 
Mstep: Class 27 contains 10087 members 
Mstep: Class 28 contains 7708 members 
Mstep: Class 29 contains 10997 members 
Mstep: Class 30 contains 24390 members 
Mstep: Class 31 contains 22095 members 
Mstep: Class 32 contains 7732 members 
Mstep: Class 33 contains 10563 members 
Mstep: Class 34 contains 7350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697008.000000 Penalty: 120826.726562
Iteration 273Q: 35 clusters Score -1.57697e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219650 members 
Mstep: Class 5 contains 102248 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136884 members 
Mstep: Class 9 contains 44360 members 
Mstep: Class 10 contains 10977 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8693 members 
Mstep: Class 13 contains 26801 members 
Mstep: Class 14 contains 308658 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 24695 members 
Mstep: Class 17 contains 223361 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22742 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 64004 members 
Mstep: Class 24 contains 10679 members 
Mstep: Class 25 contains 4662 members 
Mstep: Class 26 contains 6805 members 
Mstep: Class 27 contains 10087 members 
Mstep: Class 28 contains 7709 members 
Mstep: Class 29 contains 10997 members 
Mstep: Class 30 contains 24355 members 
Mstep: Class 31 contains 22101 members 
Mstep: Class 32 contains 7733 members 
Mstep: Class 33 contains 10569 members 
Mstep: Class 34 contains 7348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696960.000000 Penalty: 120826.726562
Iteration 274Q: 35 clusters Score -1.57697e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219647 members 
Mstep: Class 5 contains 102248 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136884 members 
Mstep: Class 9 contains 44363 members 
Mstep: Class 10 contains 10999 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8691 members 
Mstep: Class 13 contains 26799 members 
Mstep: Class 14 contains 308644 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 24696 members 
Mstep: Class 17 contains 223357 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22742 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 63999 members 
Mstep: Class 24 contains 10688 members 
Mstep: Class 25 contains 4663 members 
Mstep: Class 26 contains 6810 members 
Mstep: Class 27 contains 10090 members 
Mstep: Class 28 contains 7712 members 
Mstep: Class 29 contains 10998 members 
Mstep: Class 30 contains 24325 members 
Mstep: Class 31 contains 22106 members 
Mstep: Class 32 contains 7734 members 
Mstep: Class 33 contains 10570 members 
Mstep: Class 34 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696928.000000 Penalty: 120826.726562
Iteration 275Q: 35 clusters Score -1.576969e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219642 members 
Mstep: Class 5 contains 102248 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136883 members 
Mstep: Class 9 contains 44361 members 
Mstep: Class 10 contains 11016 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8692 members 
Mstep: Class 13 contains 26792 members 
Mstep: Class 14 contains 308640 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 24700 members 
Mstep: Class 17 contains 223357 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22742 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 63997 members 
Mstep: Class 24 contains 10700 members 
Mstep: Class 25 contains 4663 members 
Mstep: Class 26 contains 6812 members 
Mstep: Class 27 contains 10093 members 
Mstep: Class 28 contains 7715 members 
Mstep: Class 29 contains 11000 members 
Mstep: Class 30 contains 24290 members 
Mstep: Class 31 contains 22109 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 10573 members 
Mstep: Class 34 contains 7348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696992.000000 Penalty: 120826.726562
Iteration 276Q: 35 clusters Score -1.57697e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219628 members 
Mstep: Class 5 contains 102248 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136883 members 
Mstep: Class 9 contains 44367 members 
Mstep: Class 10 contains 11040 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8693 members 
Mstep: Class 13 contains 26792 members 
Mstep: Class 14 contains 308638 members 
Mstep: Class 15 contains 5250 members 
Mstep: Class 16 contains 24697 members 
Mstep: Class 17 contains 223355 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22743 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 63993 members 
Mstep: Class 24 contains 10710 members 
Mstep: Class 25 contains 4666 members 
Mstep: Class 26 contains 6814 members 
Mstep: Class 27 contains 10094 members 
Mstep: Class 28 contains 7720 members 
Mstep: Class 29 contains 11002 members 
Mstep: Class 30 contains 24253 members 
Mstep: Class 31 contains 22115 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 10573 members 
Mstep: Class 34 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696912.000000 Penalty: 120826.726562
Iteration 277Q: 35 clusters Score -1.576969e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219625 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136883 members 
Mstep: Class 9 contains 44368 members 
Mstep: Class 10 contains 11065 members 
Mstep: Class 11 contains 4795 members 
Mstep: Class 12 contains 8693 members 
Mstep: Class 13 contains 26793 members 
Mstep: Class 14 contains 308637 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 24698 members 
Mstep: Class 17 contains 223355 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11310 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 63991 members 
Mstep: Class 24 contains 10718 members 
Mstep: Class 25 contains 4670 members 
Mstep: Class 26 contains 6815 members 
Mstep: Class 27 contains 10093 members 
Mstep: Class 28 contains 7725 members 
Mstep: Class 29 contains 11003 members 
Mstep: Class 30 contains 24210 members 
Mstep: Class 31 contains 22118 members 
Mstep: Class 32 contains 7736 members 
Mstep: Class 33 contains 10571 members 
Mstep: Class 34 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696912.000000 Penalty: 120826.726562
Iteration 278Q: 35 clusters Score -1.576969e+08 nChanged 123
Entering ConstructFrom: 
Score: -157696912.000000 Penalty: 120826.726562
Entering ConstructFrom: 
Trying to split cluster 1 (35155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Entering Unmasked Estep 
Score: -3432612.750000 Penalty: 2595.945312
	Iteration 0F: 2 clusters Score -3432613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3408670.250000 Penalty: 5191.890625
	Iteration 0F: 3 clusters Score -3408670 nChanged 16118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3417445.500000 Penalty: 5191.890625
	Iteration 1F: 3 clusters Score -3417446 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3417951.000000 Penalty: 5191.890625
	Iteration 2Q: 3 clusters Score -3417951 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -3418445.250000 Penalty: 5191.890625
	Iteration 3Q: 3 clusters Score -3418445 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3419106.750000 Penalty: 5191.890625
	Iteration 4Q: 3 clusters Score -3419107 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3420120.250000 Penalty: 5191.890625
	Iteration 5F: 3 clusters Score -3420120 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -3421658.750000 Penalty: 5191.890625
	Iteration 6F: 3 clusters Score -3421659 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3423819.000000 Penalty: 5191.890625
	Iteration 7F: 3 clusters Score -3423819 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -3426297.500000 Penalty: 5191.890625
	Iteration 8F: 3 clusters Score -3426298 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3428240.250000 Penalty: 5191.890625
	Iteration 9F: 3 clusters Score -3428240 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3429410.750000 Penalty: 5191.890625
	Iteration 10Q: 3 clusters Score -3429411 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3429999.250000 Penalty: 5191.890625
	Iteration 11Q: 3 clusters Score -3429999 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3430301.250000 Penalty: 5191.890625
	Iteration 12Q: 3 clusters Score -3430301 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3430465.750000 Penalty: 5191.890625
	Iteration 13Q: 3 clusters Score -3430466 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3430585.500000 Penalty: 5191.890625
	Iteration 14Q: 3 clusters Score -3430586 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3430675.000000 Penalty: 5191.890625
	Iteration 15Q: 3 clusters Score -3430675 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3430748.750000 Penalty: 5191.890625
	Iteration 16Q: 3 clusters Score -3430749 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3430796.500000 Penalty: 5191.890625
	Iteration 17Q: 3 clusters Score -3430796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3430823.250000 Penalty: 5191.890625
	Iteration 18Q: 3 clusters Score -3430823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3430852.000000 Penalty: 5191.890625
	Iteration 19Q: 3 clusters Score -3430852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3430863.500000 Penalty: 5191.890625
	Iteration 20F: 3 clusters Score -3430864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3430880.750000 Penalty: 5191.890625
	Iteration 21Q: 3 clusters Score -3430881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3430887.750000 Penalty: 5191.890625
	Iteration 22Q: 3 clusters Score -3430888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3430888.250000 Penalty: 5191.890625
	Iteration 23Q: 3 clusters Score -3430888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3430893.000000 Penalty: 5191.890625
	Iteration 24Q: 3 clusters Score -3430893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3430896.000000 Penalty: 5191.890625
	Iteration 25Q: 3 clusters Score -3430896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3430898.750000 Penalty: 5191.890625
	Iteration 26Q: 3 clusters Score -3430899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3430903.250000 Penalty: 5191.890625
	Iteration 27Q: 3 clusters Score -3430903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3430906.250000 Penalty: 5191.890625
	Iteration 28Q: 3 clusters Score -3430906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3430909.750000 Penalty: 5191.890625
	Iteration 29Q: 3 clusters Score -3430910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3430908.750000 Penalty: 5191.890625
	Iteration 30Q: 3 clusters Score -3430909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3430910.000000 Penalty: 5191.890625
	Iteration 31Q: 3 clusters Score -3430910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3430908.000000 Penalty: 5191.890625
	Iteration 32Q: 3 clusters Score -3430908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3430911.250000 Penalty: 5191.890625
	Iteration 33Q: 3 clusters Score -3430911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3430910.500000 Penalty: 5191.890625
	Iteration 34Q: 3 clusters Score -3430910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3430913.000000 Penalty: 5191.890625
	Iteration 35Q: 3 clusters Score -3430913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3430915.000000 Penalty: 5191.890625
	Iteration 36Q: 3 clusters Score -3430915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3430915.750000 Penalty: 5191.890625
	Iteration 37Q: 3 clusters Score -3430916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3430917.500000 Penalty: 5191.890625
	Iteration 38Q: 3 clusters Score -3430918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3430921.500000 Penalty: 5191.890625
	Iteration 39Q: 3 clusters Score -3430922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3430923.500000 Penalty: 5191.890625
	Iteration 40F: 3 clusters Score -3430924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3430929.750000 Penalty: 5191.890625
	Iteration 41Q: 3 clusters Score -3430930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3430934.750000 Penalty: 5191.890625
	Iteration 42Q: 3 clusters Score -3430935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3430934.500000 Penalty: 5191.890625
	Iteration 43Q: 3 clusters Score -3430934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3430938.250000 Penalty: 5191.890625
	Iteration 44Q: 3 clusters Score -3430938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3430939.250000 Penalty: 5191.890625
	Iteration 45Q: 3 clusters Score -3430939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3430938.000000 Penalty: 5191.890625
	Iteration 46Q: 3 clusters Score -3430938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3430937.750000 Penalty: 5191.890625
	Iteration 47Q: 3 clusters Score -3430938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3430941.750000 Penalty: 5191.890625
	Iteration 48Q: 3 clusters Score -3430942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3430941.750000 Penalty: 5191.890625
	Iteration 49F: 3 clusters Score -3430942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Entering Unmasked Estep 
Score: -1138423.250000 Penalty: 2325.464111
	Iteration 0F: 2 clusters Score -1138423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1129640.750000 Penalty: 4650.928223
	Iteration 0F: 3 clusters Score -1129641 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1132377.000000 Penalty: 4650.928223
	Iteration 1F: 3 clusters Score -1132377 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1132860.000000 Penalty: 4650.928223
	Iteration 2F: 3 clusters Score -1132860 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1133360.375000 Penalty: 4650.928223
	Iteration 3F: 3 clusters Score -1133360 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1133966.000000 Penalty: 4650.928223
	Iteration 4F: 3 clusters Score -1133966 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1134642.500000 Penalty: 4650.928223
	Iteration 5F: 3 clusters Score -1134642 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1135217.625000 Penalty: 4650.928223
	Iteration 6F: 3 clusters Score -1135218 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1135693.625000 Penalty: 4650.928223
	Iteration 7F: 3 clusters Score -1135694 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1136189.500000 Penalty: 4650.928223
	Iteration 8F: 3 clusters Score -1136190 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1136716.000000 Penalty: 4650.928223
	Iteration 9Q: 3 clusters Score -1136716 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1137213.250000 Penalty: 4650.928223
	Iteration 10Q: 3 clusters Score -1137213 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1137580.250000 Penalty: 4650.928223
	Iteration 11Q: 3 clusters Score -1137580 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1137871.750000 Penalty: 4650.928223
	Iteration 12Q: 3 clusters Score -1137872 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1138049.375000 Penalty: 4650.928223
	Iteration 13Q: 3 clusters Score -1138049 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1138136.375000 Penalty: 4650.928223
	Iteration 14Q: 3 clusters Score -1138136 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1138176.000000 Penalty: 4650.928223
	Iteration 15Q: 3 clusters Score -1138176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1138183.125000 Penalty: 4650.928223
	Iteration 16Q: 3 clusters Score -1138183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1138191.250000 Penalty: 4650.928223
	Iteration 17Q: 3 clusters Score -1138191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1138195.125000 Penalty: 4650.928223
	Iteration 18Q: 3 clusters Score -1138195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1138197.375000 Penalty: 4650.928223
	Iteration 19Q: 3 clusters Score -1138197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1138198.625000 Penalty: 4650.928223
	Iteration 20F: 3 clusters Score -1138199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1138199.000000 Penalty: 4650.928223
	Iteration 21Q: 3 clusters Score -1138199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1138204.250000 Penalty: 4650.928223
	Iteration 22Q: 3 clusters Score -1138204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1138204.625000 Penalty: 4650.928223
	Iteration 23Q: 3 clusters Score -1138205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1138202.000000 Penalty: 4650.928223
	Iteration 24Q: 3 clusters Score -1138202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1138204.125000 Penalty: 4650.928223
	Iteration 25Q: 3 clusters Score -1138204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1138204.125000 Penalty: 4650.928223
	Iteration 26F: 3 clusters Score -1138204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Entering Unmasked Estep 
Score: -557632.875000 Penalty: 2152.089355
	Iteration 0F: 2 clusters Score -557632.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -552560.312500 Penalty: 4304.178711
	Iteration 0F: 3 clusters Score -552560.3 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -553857.812500 Penalty: 4304.178711
	Iteration 1F: 3 clusters Score -553857.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -554052.562500 Penalty: 4304.178711
	Iteration 2F: 3 clusters Score -554052.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -554177.125000 Penalty: 4304.178711
	Iteration 3Q: 3 clusters Score -554177.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -554274.812500 Penalty: 4304.178711
	Iteration 4Q: 3 clusters Score -554274.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -554358.312500 Penalty: 4304.178711
	Iteration 5Q: 3 clusters Score -554358.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -554433.375000 Penalty: 4304.178711
	Iteration 6Q: 3 clusters Score -554433.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -554512.750000 Penalty: 4304.178711
	Iteration 7Q: 3 clusters Score -554512.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -554577.437500 Penalty: 4304.178711
	Iteration 8Q: 3 clusters Score -554577.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -554630.000000 Penalty: 4304.178711
	Iteration 9Q: 3 clusters Score -554630 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -554686.375000 Penalty: 4304.178711
	Iteration 10Q: 3 clusters Score -554686.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -554755.937500 Penalty: 4304.178711
	Iteration 11Q: 3 clusters Score -554755.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -554835.062500 Penalty: 4304.178711
	Iteration 12Q: 3 clusters Score -554835.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -554927.000000 Penalty: 4304.178711
	Iteration 13Q: 3 clusters Score -554927 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -555028.437500 Penalty: 4304.178711
	Iteration 14Q: 3 clusters Score -555028.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -555157.437500 Penalty: 4304.178711
	Iteration 15Q: 3 clusters Score -555157.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -555308.125000 Penalty: 4304.178711
	Iteration 16Q: 3 clusters Score -555308.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -555491.937500 Penalty: 4304.178711
	Iteration 17Q: 3 clusters Score -555491.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -555635.750000 Penalty: 4304.178711
	Iteration 18Q: 3 clusters Score -555635.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -555751.125000 Penalty: 4304.178711
	Iteration 19Q: 3 clusters Score -555751.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -555842.937500 Penalty: 4304.178711
	Iteration 20F: 3 clusters Score -555842.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -555916.875000 Penalty: 4304.178711
	Iteration 21Q: 3 clusters Score -555916.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -555968.312500 Penalty: 4304.178711
	Iteration 22Q: 3 clusters Score -555968.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -555997.500000 Penalty: 4304.178711
	Iteration 23Q: 3 clusters Score -555997.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -556026.187500 Penalty: 4304.178711
	Iteration 24Q: 3 clusters Score -556026.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -556050.812500 Penalty: 4304.178711
	Iteration 25Q: 3 clusters Score -556050.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -556073.125000 Penalty: 4304.178711
	Iteration 26Q: 3 clusters Score -556073.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -556089.250000 Penalty: 4304.178711
	Iteration 27Q: 3 clusters Score -556089.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -556101.812500 Penalty: 4304.178711
	Iteration 28Q: 3 clusters Score -556101.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -556112.812500 Penalty: 4304.178711
	Iteration 29Q: 3 clusters Score -556112.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -556119.750000 Penalty: 4304.178711
	Iteration 30Q: 3 clusters Score -556119.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -556121.500000 Penalty: 4304.178711
	Iteration 31Q: 3 clusters Score -556121.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -556126.687500 Penalty: 4304.178711
	Iteration 32Q: 3 clusters Score -556126.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -556130.375000 Penalty: 4304.178711
	Iteration 33Q: 3 clusters Score -556130.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -556137.437500 Penalty: 4304.178711
	Iteration 34Q: 3 clusters Score -556137.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -556144.812500 Penalty: 4304.178711
	Iteration 35Q: 3 clusters Score -556144.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -556153.500000 Penalty: 4304.178711
	Iteration 36Q: 3 clusters Score -556153.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -556161.375000 Penalty: 4304.178711
	Iteration 37Q: 3 clusters Score -556161.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -556166.375000 Penalty: 4304.178711
	Iteration 38Q: 3 clusters Score -556166.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -556170.375000 Penalty: 4304.178711
	Iteration 39Q: 3 clusters Score -556170.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -556175.937500 Penalty: 4304.178711
	Iteration 40F: 3 clusters Score -556175.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -556178.187500 Penalty: 4304.178711
	Iteration 41Q: 3 clusters Score -556178.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -556179.812500 Penalty: 4304.178711
	Iteration 42Q: 3 clusters Score -556179.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -556183.187500 Penalty: 4304.178711
	Iteration 43Q: 3 clusters Score -556183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -556186.437500 Penalty: 4304.178711
	Iteration 44Q: 3 clusters Score -556186.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -556187.750000 Penalty: 4304.178711
	Iteration 45Q: 3 clusters Score -556187.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -556190.062500 Penalty: 4304.178711
	Iteration 46Q: 3 clusters Score -556190.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -556192.000000 Penalty: 4304.178711
	Iteration 47Q: 3 clusters Score -556192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -556196.437500 Penalty: 4304.178711
	Iteration 48Q: 3 clusters Score -556196.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -556199.750000 Penalty: 4304.178711
	Iteration 49Q: 3 clusters Score -556199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -556201.375000 Penalty: 4304.178711
	Iteration 50Q: 3 clusters Score -556201.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -556202.312500 Penalty: 4304.178711
	Iteration 51Q: 3 clusters Score -556202.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -556202.312500 Penalty: 4304.178711
	Iteration 52F: 3 clusters Score -556202.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (219630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219630 members 
Entering Unmasked Estep 
Score: -21494592.000000 Penalty: 3050.325439
	Iteration 0F: 2 clusters Score -2.149459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110156 members 
Mstep: Class 2 contains 109474 members 
Entering Unmasked Estep 
Score: -21350142.000000 Penalty: 6100.650879
	Iteration 0F: 3 clusters Score -2.135014e+07 nChanged 105611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116617 members 
Mstep: Class 2 contains 103013 members 
Entering Unmasked Estep 
Score: -21412826.000000 Penalty: 6100.650879
	Iteration 1F: 3 clusters Score -2.141283e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121696 members 
Mstep: Class 2 contains 97934 members 
Entering Unmasked Estep 
Score: -21415438.000000 Penalty: 6100.650879
	Iteration 2Q: 3 clusters Score -2.141544e+07 nChanged 10502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129696 members 
Mstep: Class 2 contains 89934 members 
Entering Unmasked Estep 
Score: -21419656.000000 Penalty: 6100.650879
	Iteration 3Q: 3 clusters Score -2.141966e+07 nChanged 14119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141657 members 
Mstep: Class 2 contains 77973 members 
Entering Unmasked Estep 
Score: -21427862.000000 Penalty: 6100.650879
	Iteration 4F: 3 clusters Score -2.142786e+07 nChanged 17590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157601 members 
Mstep: Class 2 contains 62029 members 
Entering Unmasked Estep 
Score: -21440652.000000 Penalty: 6100.650879
	Iteration 5F: 3 clusters Score -2.144065e+07 nChanged 18687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175272 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -21456098.000000 Penalty: 6100.650879
	Iteration 6F: 3 clusters Score -2.14561e+07 nChanged 16262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191158 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -21469662.000000 Penalty: 6100.650879
	Iteration 7F: 3 clusters Score -2.146966e+07 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202857 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -21479000.000000 Penalty: 6100.650879
	Iteration 8F: 3 clusters Score -2.1479e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210532 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -21485040.000000 Penalty: 6100.650879
	Iteration 9Q: 3 clusters Score -2.148504e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214999 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -21488632.000000 Penalty: 6100.650879
	Iteration 10Q: 3 clusters Score -2.148863e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217177 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -21490488.000000 Penalty: 6100.650879
	Iteration 11Q: 3 clusters Score -2.149049e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218126 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -21491290.000000 Penalty: 6100.650879
	Iteration 12Q: 3 clusters Score -2.149129e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218539 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -21491624.000000 Penalty: 6100.650879
	Iteration 13Q: 3 clusters Score -2.149162e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218726 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -21491794.000000 Penalty: 6100.650879
	Iteration 14Q: 3 clusters Score -2.149179e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218837 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -21491912.000000 Penalty: 6100.650879
	Iteration 15Q: 3 clusters Score -2.149191e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218895 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -21491996.000000 Penalty: 6100.650879
	Iteration 16Q: 3 clusters Score -2.1492e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218940 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -21492050.000000 Penalty: 6100.650879
	Iteration 17Q: 3 clusters Score -2.149205e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218971 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -21492112.000000 Penalty: 6100.650879
	Iteration 18Q: 3 clusters Score -2.149211e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218993 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -21492148.000000 Penalty: 6100.650879
	Iteration 19Q: 3 clusters Score -2.149215e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219017 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -21492174.000000 Penalty: 6100.650879
	Iteration 20F: 3 clusters Score -2.149217e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219021 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -21492160.000000 Penalty: 6100.650879
	Iteration 21Q: 3 clusters Score -2.149216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219033 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -21492172.000000 Penalty: 6100.650879
	Iteration 22Q: 3 clusters Score -2.149217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219042 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -21492204.000000 Penalty: 6100.650879
	Iteration 23Q: 3 clusters Score -2.14922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219046 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -21492194.000000 Penalty: 6100.650879
	Iteration 24Q: 3 clusters Score -2.149219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219050 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -21492194.000000 Penalty: 6100.650879
	Iteration 25Q: 3 clusters Score -2.149219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219051 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -21492196.000000 Penalty: 6100.650879
	Iteration 26Q: 3 clusters Score -2.14922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219054 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -21492190.000000 Penalty: 6100.650879
	Iteration 27Q: 3 clusters Score -2.149219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219053 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -21492198.000000 Penalty: 6100.650879
	Iteration 28Q: 3 clusters Score -2.14922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219052 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -21492190.000000 Penalty: 6100.650879
	Iteration 29Q: 3 clusters Score -2.149219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219052 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -21492190.000000 Penalty: 6100.650879
	Iteration 30F: 3 clusters Score -2.149219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102246 members 
Entering Unmasked Estep 
Score: -10083721.000000 Penalty: 2860.714111
	Iteration 0F: 2 clusters Score -1.008372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -10015243.000000 Penalty: 5721.428223
	Iteration 0F: 3 clusters Score -1.001524e+07 nChanged 48406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -10043091.000000 Penalty: 5721.428223
	Iteration 1F: 3 clusters Score -1.004309e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -10044022.000000 Penalty: 5721.428223
	Iteration 2Q: 3 clusters Score -1.004402e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -10045443.000000 Penalty: 5721.428223
	Iteration 3Q: 3 clusters Score -1.004544e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 61620 members 
Entering Unmasked Estep 
Score: -10047543.000000 Penalty: 5721.428223
	Iteration 4Q: 3 clusters Score -1.004754e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
Score: -10051008.000000 Penalty: 5721.428223
	Iteration 5F: 3 clusters Score -1.005101e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 73988 members 
Entering Unmasked Estep 
Score: -10056345.000000 Penalty: 5721.428223
	Iteration 6F: 3 clusters Score -1.005634e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 81811 members 
Entering Unmasked Estep 
Score: -10062997.000000 Penalty: 5721.428223
	Iteration 7F: 3 clusters Score -1.0063e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 89076 members 
Entering Unmasked Estep 
Score: -10069528.000000 Penalty: 5721.428223
	Iteration 8F: 3 clusters Score -1.006953e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 94621 members 
Entering Unmasked Estep 
Score: -10074533.000000 Penalty: 5721.428223
	Iteration 9F: 3 clusters Score -1.007453e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 98199 members 
Entering Unmasked Estep 
Score: -10077769.000000 Penalty: 5721.428223
	Iteration 10Q: 3 clusters Score -1.007777e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 100235 members 
Entering Unmasked Estep 
Score: -10079537.000000 Penalty: 5721.428223
	Iteration 11Q: 3 clusters Score -1.007954e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 101188 members 
Entering Unmasked Estep 
Score: -10080388.000000 Penalty: 5721.428223
	Iteration 12Q: 3 clusters Score -1.008039e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 101567 members 
Entering Unmasked Estep 
Score: -10080747.000000 Penalty: 5721.428223
	Iteration 13Q: 3 clusters Score -1.008075e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 101755 members 
Entering Unmasked Estep 
Score: -10080959.000000 Penalty: 5721.428223
	Iteration 14Q: 3 clusters Score -1.008096e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 101824 members 
Entering Unmasked Estep 
Score: -10081066.000000 Penalty: 5721.428223
	Iteration 15Q: 3 clusters Score -1.008107e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 101858 members 
Entering Unmasked Estep 
Score: -10081135.000000 Penalty: 5721.428223
	Iteration 16Q: 3 clusters Score -1.008114e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 101884 members 
Entering Unmasked Estep 
Score: -10081163.000000 Penalty: 5721.428223
	Iteration 17Q: 3 clusters Score -1.008116e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 101905 members 
Entering Unmasked Estep 
Score: -10081222.000000 Penalty: 5721.428223
	Iteration 18Q: 3 clusters Score -1.008122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 101919 members 
Entering Unmasked Estep 
Score: -10081250.000000 Penalty: 5721.428223
	Iteration 19Q: 3 clusters Score -1.008125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 101925 members 
Entering Unmasked Estep 
Score: -10081267.000000 Penalty: 5721.428223
	Iteration 20F: 3 clusters Score -1.008127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 101931 members 
Entering Unmasked Estep 
Score: -10081265.000000 Penalty: 5721.428223
	Iteration 21Q: 3 clusters Score -1.008126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 101932 members 
Entering Unmasked Estep 
Score: -10081269.000000 Penalty: 5721.428223
	Iteration 22Q: 3 clusters Score -1.008127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 101933 members 
Entering Unmasked Estep 
Score: -10081278.000000 Penalty: 5721.428223
	Iteration 23Q: 3 clusters Score -1.008128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 101934 members 
Entering Unmasked Estep 
Score: -10081275.000000 Penalty: 5721.428223
	Iteration 24Q: 3 clusters Score -1.008128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 101935 members 
Entering Unmasked Estep 
Score: -10081280.000000 Penalty: 5721.428223
	Iteration 25Q: 3 clusters Score -1.008128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 101935 members 
Entering Unmasked Estep 
Score: -10081280.000000 Penalty: 5721.428223
	Iteration 26F: 3 clusters Score -1.008128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Entering Unmasked Estep 
Score: -807229.312500 Penalty: 2232.150391
	Iteration 0F: 2 clusters Score -807229.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -800696.937500 Penalty: 4464.300781
	Iteration 0F: 3 clusters Score -800696.9 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -802454.687500 Penalty: 4464.300781
	Iteration 1F: 3 clusters Score -802454.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -802717.187500 Penalty: 4464.300781
	Iteration 2F: 3 clusters Score -802717.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -802881.875000 Penalty: 4464.300781
	Iteration 3Q: 3 clusters Score -802881.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -802996.812500 Penalty: 4464.300781
	Iteration 4Q: 3 clusters Score -802996.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -803110.625000 Penalty: 4464.300781
	Iteration 5Q: 3 clusters Score -803110.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -803206.125000 Penalty: 4464.300781
	Iteration 6Q: 3 clusters Score -803206.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -803288.812500 Penalty: 4464.300781
	Iteration 7Q: 3 clusters Score -803288.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -803365.562500 Penalty: 4464.300781
	Iteration 8Q: 3 clusters Score -803365.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -803489.562500 Penalty: 4464.300781
	Iteration 9Q: 3 clusters Score -803489.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -803599.812500 Penalty: 4464.300781
	Iteration 10Q: 3 clusters Score -803599.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -803708.000000 Penalty: 4464.300781
	Iteration 11Q: 3 clusters Score -803708 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -803835.625000 Penalty: 4464.300781
	Iteration 12Q: 3 clusters Score -803835.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -803975.000000 Penalty: 4464.300781
	Iteration 13Q: 3 clusters Score -803975 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -804132.937500 Penalty: 4464.300781
	Iteration 14Q: 3 clusters Score -804132.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -804268.187500 Penalty: 4464.300781
	Iteration 15Q: 3 clusters Score -804268.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -804386.375000 Penalty: 4464.300781
	Iteration 16Q: 3 clusters Score -804386.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -804512.312500 Penalty: 4464.300781
	Iteration 17Q: 3 clusters Score -804512.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -804630.937500 Penalty: 4464.300781
	Iteration 18Q: 3 clusters Score -804630.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -804742.437500 Penalty: 4464.300781
	Iteration 19Q: 3 clusters Score -804742.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -804852.937500 Penalty: 4464.300781
	Iteration 20F: 3 clusters Score -804852.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -804946.062500 Penalty: 4464.300781
	Iteration 21Q: 3 clusters Score -804946.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -805028.812500 Penalty: 4464.300781
	Iteration 22Q: 3 clusters Score -805028.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -805100.000000 Penalty: 4464.300781
	Iteration 23Q: 3 clusters Score -805100 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -805149.375000 Penalty: 4464.300781
	Iteration 24Q: 3 clusters Score -805149.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -805190.937500 Penalty: 4464.300781
	Iteration 25Q: 3 clusters Score -805190.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -805217.937500 Penalty: 4464.300781
	Iteration 26Q: 3 clusters Score -805217.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -805238.562500 Penalty: 4464.300781
	Iteration 27Q: 3 clusters Score -805238.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -805250.687500 Penalty: 4464.300781
	Iteration 28Q: 3 clusters Score -805250.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -805263.812500 Penalty: 4464.300781
	Iteration 29Q: 3 clusters Score -805263.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -805277.062500 Penalty: 4464.300781
	Iteration 30Q: 3 clusters Score -805277.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -805291.750000 Penalty: 4464.300781
	Iteration 31Q: 3 clusters Score -805291.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -805300.000000 Penalty: 4464.300781
	Iteration 32Q: 3 clusters Score -805300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -805307.125000 Penalty: 4464.300781
	Iteration 33Q: 3 clusters Score -805307.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -805313.562500 Penalty: 4464.300781
	Iteration 34Q: 3 clusters Score -805313.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -805322.625000 Penalty: 4464.300781
	Iteration 35Q: 3 clusters Score -805322.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -805328.187500 Penalty: 4464.300781
	Iteration 36Q: 3 clusters Score -805328.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -805333.625000 Penalty: 4464.300781
	Iteration 37Q: 3 clusters Score -805333.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -805343.500000 Penalty: 4464.300781
	Iteration 38Q: 3 clusters Score -805343.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -805351.687500 Penalty: 4464.300781
	Iteration 39Q: 3 clusters Score -805351.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -805352.250000 Penalty: 4464.300781
	Iteration 40F: 3 clusters Score -805352.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -805352.250000 Penalty: 4464.300781
	Iteration 41Q: 3 clusters Score -805352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -805353.187500 Penalty: 4464.300781
	Iteration 42Q: 3 clusters Score -805353.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -805353.125000 Penalty: 4464.300781
	Iteration 43Q: 3 clusters Score -805353.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -805354.812500 Penalty: 4464.300781
	Iteration 44Q: 3 clusters Score -805354.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -805354.812500 Penalty: 4464.300781
	Iteration 45F: 3 clusters Score -805354.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Entering Unmasked Estep 
Score: -1926917.250000 Penalty: 2470.573975
	Iteration 0F: 2 clusters Score -1926917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1912291.000000 Penalty: 4941.147949
	Iteration 0F: 3 clusters Score -1912291 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1918156.125000 Penalty: 4941.147949
	Iteration 1F: 3 clusters Score -1918156 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1919685.750000 Penalty: 4941.147949
	Iteration 2F: 3 clusters Score -1919686 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1921378.875000 Penalty: 4941.147949
	Iteration 3F: 3 clusters Score -1921379 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1922979.750000 Penalty: 4941.147949
	Iteration 4F: 3 clusters Score -1922980 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1924162.125000 Penalty: 4941.147949
	Iteration 5F: 3 clusters Score -1924162 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1924845.125000 Penalty: 4941.147949
	Iteration 6F: 3 clusters Score -1924845 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1925199.375000 Penalty: 4941.147949
	Iteration 7Q: 3 clusters Score -1925199 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1925387.125000 Penalty: 4941.147949
	Iteration 8Q: 3 clusters Score -1925387 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1925495.500000 Penalty: 4941.147949
	Iteration 9Q: 3 clusters Score -1925496 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1925573.875000 Penalty: 4941.147949
	Iteration 10Q: 3 clusters Score -1925574 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1925589.875000 Penalty: 4941.147949
	Iteration 11Q: 3 clusters Score -1925590 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1925607.500000 Penalty: 4941.147949
	Iteration 12Q: 3 clusters Score -1925608 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1925631.500000 Penalty: 4941.147949
	Iteration 13Q: 3 clusters Score -1925632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1925636.125000 Penalty: 4941.147949
	Iteration 14Q: 3 clusters Score -1925636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1925642.750000 Penalty: 4941.147949
	Iteration 15Q: 3 clusters Score -1925643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1925640.125000 Penalty: 4941.147949
	Iteration 16Q: 3 clusters Score -1925640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1925640.375000 Penalty: 4941.147949
	Iteration 17Q: 3 clusters Score -1925640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1925648.000000 Penalty: 4941.147949
	Iteration 18Q: 3 clusters Score -1925648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1925650.875000 Penalty: 4941.147949
	Iteration 19Q: 3 clusters Score -1925651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1925656.375000 Penalty: 4941.147949
	Iteration 20F: 3 clusters Score -1925656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1925659.000000 Penalty: 4941.147949
	Iteration 21Q: 3 clusters Score -1925659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1925663.500000 Penalty: 4941.147949
	Iteration 22Q: 3 clusters Score -1925664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1925664.625000 Penalty: 4941.147949
	Iteration 23Q: 3 clusters Score -1925665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1925673.000000 Penalty: 4941.147949
	Iteration 24Q: 3 clusters Score -1925673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1925673.500000 Penalty: 4941.147949
	Iteration 25Q: 3 clusters Score -1925674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1925679.125000 Penalty: 4941.147949
	Iteration 26Q: 3 clusters Score -1925679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1925680.375000 Penalty: 4941.147949
	Iteration 27Q: 3 clusters Score -1925680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1925675.500000 Penalty: 4941.147949
	Iteration 28Q: 3 clusters Score -1925676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1925678.750000 Penalty: 4941.147949
	Iteration 29Q: 3 clusters Score -1925679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1925676.625000 Penalty: 4941.147949
	Iteration 30Q: 3 clusters Score -1925677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1925679.750000 Penalty: 4941.147949
	Iteration 31Q: 3 clusters Score -1925680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1925679.625000 Penalty: 4941.147949
	Iteration 32Q: 3 clusters Score -1925680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1925681.500000 Penalty: 4941.147949
	Iteration 33Q: 3 clusters Score -1925682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1925684.875000 Penalty: 4941.147949
	Iteration 34Q: 3 clusters Score -1925685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1925684.875000 Penalty: 4941.147949
	Iteration 35F: 3 clusters Score -1925685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (136883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136883 members 
Entering Unmasked Estep 
Score: -13252826.000000 Penalty: 2933.066650
	Iteration 0F: 2 clusters Score -1.325283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 68506 members 
Entering Unmasked Estep 
Score: -13161030.000000 Penalty: 5866.133301
	Iteration 0F: 3 clusters Score -1.316103e+07 nChanged 65130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68271 members 
Mstep: Class 2 contains 68612 members 
Entering Unmasked Estep 
Score: -13199170.000000 Penalty: 5866.133301
	Iteration 1F: 3 clusters Score -1.319917e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68209 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
Score: -13200400.000000 Penalty: 5866.133301
	Iteration 2Q: 3 clusters Score -1.32004e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68223 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -13202120.000000 Penalty: 5866.133301
	Iteration 3Q: 3 clusters Score -1.320212e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 68472 members 
Entering Unmasked Estep 
Score: -13204448.000000 Penalty: 5866.133301
	Iteration 4Q: 3 clusters Score -1.320445e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69015 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -13207336.000000 Penalty: 5866.133301
	Iteration 5Q: 3 clusters Score -1.320734e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70409 members 
Mstep: Class 2 contains 66474 members 
Entering Unmasked Estep 
Score: -13210859.000000 Penalty: 5866.133301
	Iteration 6F: 3 clusters Score -1.321086e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -13215103.000000 Penalty: 5866.133301
	Iteration 7F: 3 clusters Score -1.32151e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 61000 members 
Entering Unmasked Estep 
Score: -13219902.000000 Penalty: 5866.133301
	Iteration 8F: 3 clusters Score -1.32199e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -13225468.000000 Penalty: 5866.133301
	Iteration 9F: 3 clusters Score -1.322547e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -13229971.000000 Penalty: 5866.133301
	Iteration 10F: 3 clusters Score -1.322997e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -13232914.000000 Penalty: 5866.133301
	Iteration 11Q: 3 clusters Score -1.323291e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -13234701.000000 Penalty: 5866.133301
	Iteration 12Q: 3 clusters Score -1.32347e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -13235982.000000 Penalty: 5866.133301
	Iteration 13Q: 3 clusters Score -1.323598e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96749 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -13237349.000000 Penalty: 5866.133301
	Iteration 14Q: 3 clusters Score -1.323735e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100124 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -13238760.000000 Penalty: 5866.133301
	Iteration 15Q: 3 clusters Score -1.323876e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103613 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -13240545.000000 Penalty: 5866.133301
	Iteration 16Q: 3 clusters Score -1.324054e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107159 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -13242604.000000 Penalty: 5866.133301
	Iteration 17Q: 3 clusters Score -1.32426e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110655 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -13244636.000000 Penalty: 5866.133301
	Iteration 18Q: 3 clusters Score -1.324464e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113989 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -13246610.000000 Penalty: 5866.133301
	Iteration 19Q: 3 clusters Score -1.324661e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116923 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -13248516.000000 Penalty: 5866.133301
	Iteration 20F: 3 clusters Score -1.324852e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119448 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -13249933.000000 Penalty: 5866.133301
	Iteration 21Q: 3 clusters Score -1.324993e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121537 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -13250998.000000 Penalty: 5866.133301
	Iteration 22Q: 3 clusters Score -1.3251e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123330 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -13251919.000000 Penalty: 5866.133301
	Iteration 23Q: 3 clusters Score -1.325192e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124738 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -13252526.000000 Penalty: 5866.133301
	Iteration 24Q: 3 clusters Score -1.325253e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125827 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -13252873.000000 Penalty: 5866.133301
	Iteration 25Q: 3 clusters Score -1.325287e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126742 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -13253244.000000 Penalty: 5866.133301
	Iteration 26Q: 3 clusters Score -1.325324e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127476 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -13253402.000000 Penalty: 5866.133301
	Iteration 27Q: 3 clusters Score -1.32534e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128088 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -13253573.000000 Penalty: 5866.133301
	Iteration 28Q: 3 clusters Score -1.325357e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128589 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -13253721.000000 Penalty: 5866.133301
	Iteration 29Q: 3 clusters Score -1.325372e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128965 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -13253804.000000 Penalty: 5866.133301
	Iteration 30Q: 3 clusters Score -1.32538e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129251 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -13253845.000000 Penalty: 5866.133301
	Iteration 31Q: 3 clusters Score -1.325384e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129470 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -13253859.000000 Penalty: 5866.133301
	Iteration 32Q: 3 clusters Score -1.325386e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129668 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -13253887.000000 Penalty: 5866.133301
	Iteration 33Q: 3 clusters Score -1.325389e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129830 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -13253886.000000 Penalty: 5866.133301
	Iteration 34Q: 3 clusters Score -1.325389e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129956 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -13253928.000000 Penalty: 5866.133301
	Iteration 35Q: 3 clusters Score -1.325393e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130063 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -13253941.000000 Penalty: 5866.133301
	Iteration 36Q: 3 clusters Score -1.325394e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130157 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -13253934.000000 Penalty: 5866.133301
	Iteration 37Q: 3 clusters Score -1.325393e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130224 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -13253934.000000 Penalty: 5866.133301
	Iteration 38Q: 3 clusters Score -1.325393e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130277 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -13253933.000000 Penalty: 5866.133301
	Iteration 39Q: 3 clusters Score -1.325393e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130333 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -13253931.000000 Penalty: 5866.133301
	Iteration 40F: 3 clusters Score -1.325393e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130385 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -13253945.000000 Penalty: 5866.133301
	Iteration 41Q: 3 clusters Score -1.325394e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130425 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -13253935.000000 Penalty: 5866.133301
	Iteration 42Q: 3 clusters Score -1.325394e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130452 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -13253923.000000 Penalty: 5866.133301
	Iteration 43Q: 3 clusters Score -1.325392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130477 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -13253942.000000 Penalty: 5866.133301
	Iteration 44Q: 3 clusters Score -1.325394e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130505 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -13253955.000000 Penalty: 5866.133301
	Iteration 45Q: 3 clusters Score -1.325396e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130525 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -13253969.000000 Penalty: 5866.133301
	Iteration 46Q: 3 clusters Score -1.325397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130542 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -13253978.000000 Penalty: 5866.133301
	Iteration 47Q: 3 clusters Score -1.325398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130556 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -13253984.000000 Penalty: 5866.133301
	Iteration 48Q: 3 clusters Score -1.325398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130565 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -13253983.000000 Penalty: 5866.133301
	Iteration 49Q: 3 clusters Score -1.325398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130572 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -13253988.000000 Penalty: 5866.133301
	Iteration 50Q: 3 clusters Score -1.325399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130577 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -13253978.000000 Penalty: 5866.133301
	Iteration 51Q: 3 clusters Score -1.325398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130584 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -13253970.000000 Penalty: 5866.133301
	Iteration 52Q: 3 clusters Score -1.325397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130592 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -13253972.000000 Penalty: 5866.133301
	Iteration 53Q: 3 clusters Score -1.325397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130597 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -13253971.000000 Penalty: 5866.133301
	Iteration 54Q: 3 clusters Score -1.325397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130600 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -13253983.000000 Penalty: 5866.133301
	Iteration 55Q: 3 clusters Score -1.325398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130604 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -13253992.000000 Penalty: 5866.133301
	Iteration 56Q: 3 clusters Score -1.325399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130606 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -13253978.000000 Penalty: 5866.133301
	Iteration 57Q: 3 clusters Score -1.325398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130605 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -13253982.000000 Penalty: 5866.133301
	Iteration 58Q: 3 clusters Score -1.325398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130605 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -13253982.000000 Penalty: 5866.133301
	Iteration 59F: 3 clusters Score -1.325398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219630 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 130605 members 
Mstep: Class 9 contains 44367 members 
Mstep: Class 10 contains 11088 members 
Mstep: Class 11 contains 4795 members 
Mstep: Class 12 contains 8693 members 
Mstep: Class 13 contains 26787 members 
Mstep: Class 14 contains 308637 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 24699 members 
Mstep: Class 17 contains 223353 members 
Mstep: Class 18 contains 10388 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 63990 members 
Mstep: Class 24 contains 10727 members 
Mstep: Class 25 contains 4677 members 
Mstep: Class 26 contains 6815 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 7730 members 
Mstep: Class 29 contains 11004 members 
Mstep: Class 30 contains 24154 members 
Mstep: Class 31 contains 22123 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 10574 members 
Mstep: Class 34 contains 7347 members 
Mstep: Class 35 contains 6278 members 
Entering Unmasked Estep 
Score: -157696624.000000 Penalty: 124380.453125
Splitting cluster 8 changes total score from -157696912.000000 to -157696624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (44367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Entering Unmasked Estep 
Score: -4331943.000000 Penalty: 2653.662354
	Iteration 0F: 2 clusters Score -4331943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -4302058.500000 Penalty: 5307.324707
	Iteration 0F: 3 clusters Score -4302058 nChanged 20472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -4313221.000000 Penalty: 5307.324707
	Iteration 1F: 3 clusters Score -4313221 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -4313704.500000 Penalty: 5307.324707
	Iteration 2Q: 3 clusters Score -4313704 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -4314171.500000 Penalty: 5307.324707
	Iteration 3Q: 3 clusters Score -4314172 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -4314681.500000 Penalty: 5307.324707
	Iteration 4Q: 3 clusters Score -4314682 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -4315380.000000 Penalty: 5307.324707
	Iteration 5Q: 3 clusters Score -4315380 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -4316396.500000 Penalty: 5307.324707
	Iteration 6Q: 3 clusters Score -4316396 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -4317900.500000 Penalty: 5307.324707
	Iteration 7F: 3 clusters Score -4317900 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -4320170.500000 Penalty: 5307.324707
	Iteration 8F: 3 clusters Score -4320170 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -4322991.000000 Penalty: 5307.324707
	Iteration 9F: 3 clusters Score -4322991 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -4325733.000000 Penalty: 5307.324707
	Iteration 10F: 3 clusters Score -4325733 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -4327636.000000 Penalty: 5307.324707
	Iteration 11Q: 3 clusters Score -4327636 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -4328642.000000 Penalty: 5307.324707
	Iteration 12Q: 3 clusters Score -4328642 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -4329088.500000 Penalty: 5307.324707
	Iteration 13Q: 3 clusters Score -4329088 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -4329279.500000 Penalty: 5307.324707
	Iteration 14Q: 3 clusters Score -4329280 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -4329386.000000 Penalty: 5307.324707
	Iteration 15Q: 3 clusters Score -4329386 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -4329464.500000 Penalty: 5307.324707
	Iteration 16Q: 3 clusters Score -4329464 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -4329535.500000 Penalty: 5307.324707
	Iteration 17Q: 3 clusters Score -4329536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -4329572.500000 Penalty: 5307.324707
	Iteration 18Q: 3 clusters Score -4329572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -4329595.500000 Penalty: 5307.324707
	Iteration 19Q: 3 clusters Score -4329596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -4329604.000000 Penalty: 5307.324707
	Iteration 20F: 3 clusters Score -4329604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -4329619.000000 Penalty: 5307.324707
	Iteration 21Q: 3 clusters Score -4329619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -4329636.500000 Penalty: 5307.324707
	Iteration 22Q: 3 clusters Score -4329636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -4329646.000000 Penalty: 5307.324707
	Iteration 23Q: 3 clusters Score -4329646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -4329649.500000 Penalty: 5307.324707
	Iteration 24Q: 3 clusters Score -4329650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -4329662.000000 Penalty: 5307.324707
	Iteration 25Q: 3 clusters Score -4329662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -4329665.000000 Penalty: 5307.324707
	Iteration 26Q: 3 clusters Score -4329665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -4329668.000000 Penalty: 5307.324707
	Iteration 27Q: 3 clusters Score -4329668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -4329668.000000 Penalty: 5307.324707
	Iteration 28Q: 3 clusters Score -4329668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -4329672.000000 Penalty: 5307.324707
	Iteration 29Q: 3 clusters Score -4329672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -4329676.500000 Penalty: 5307.324707
	Iteration 30Q: 3 clusters Score -4329676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -4329680.000000 Penalty: 5307.324707
	Iteration 31Q: 3 clusters Score -4329680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -4329677.000000 Penalty: 5307.324707
	Iteration 32Q: 3 clusters Score -4329677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -4329677.000000 Penalty: 5307.324707
	Iteration 33Q: 3 clusters Score -4329677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -4329681.000000 Penalty: 5307.324707
	Iteration 34Q: 3 clusters Score -4329681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -4329681.000000 Penalty: 5307.324707
	Iteration 35F: 3 clusters Score -4329681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Entering Unmasked Estep 
Score: -1043922.625000 Penalty: 2309.777344
	Iteration 0F: 2 clusters Score -1043923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1035632.750000 Penalty: 4619.554688
	Iteration 0F: 3 clusters Score -1035633 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1038131.437500 Penalty: 4619.554688
	Iteration 1F: 3 clusters Score -1038131 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1038580.500000 Penalty: 4619.554688
	Iteration 2F: 3 clusters Score -1038580 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1039039.375000 Penalty: 4619.554688
	Iteration 3F: 3 clusters Score -1039039 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1039502.937500 Penalty: 4619.554688
	Iteration 4F: 3 clusters Score -1039503 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1039902.937500 Penalty: 4619.554688
	Iteration 5F: 3 clusters Score -1039903 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1040291.375000 Penalty: 4619.554688
	Iteration 6F: 3 clusters Score -1040291 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1040684.250000 Penalty: 4619.554688
	Iteration 7F: 3 clusters Score -1040684 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1041051.000000 Penalty: 4619.554688
	Iteration 8Q: 3 clusters Score -1041051 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1041449.062500 Penalty: 4619.554688
	Iteration 9Q: 3 clusters Score -1041449 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1041720.500000 Penalty: 4619.554688
	Iteration 10Q: 3 clusters Score -1041720 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1041902.937500 Penalty: 4619.554688
	Iteration 11Q: 3 clusters Score -1041903 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1042010.312500 Penalty: 4619.554688
	Iteration 12Q: 3 clusters Score -1042010 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1042074.625000 Penalty: 4619.554688
	Iteration 13Q: 3 clusters Score -1042075 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1042122.000000 Penalty: 4619.554688
	Iteration 14Q: 3 clusters Score -1042122 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1042157.875000 Penalty: 4619.554688
	Iteration 15Q: 3 clusters Score -1042158 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1042183.875000 Penalty: 4619.554688
	Iteration 16Q: 3 clusters Score -1042184 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1042215.625000 Penalty: 4619.554688
	Iteration 17Q: 3 clusters Score -1042216 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1042236.437500 Penalty: 4619.554688
	Iteration 18Q: 3 clusters Score -1042236 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1042256.062500 Penalty: 4619.554688
	Iteration 19Q: 3 clusters Score -1042256 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1042265.812500 Penalty: 4619.554688
	Iteration 20F: 3 clusters Score -1042266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1042277.437500 Penalty: 4619.554688
	Iteration 21Q: 3 clusters Score -1042277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1042283.062500 Penalty: 4619.554688
	Iteration 22Q: 3 clusters Score -1042283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1042290.000000 Penalty: 4619.554688
	Iteration 23Q: 3 clusters Score -1042290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1042296.437500 Penalty: 4619.554688
	Iteration 24Q: 3 clusters Score -1042296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1042304.437500 Penalty: 4619.554688
	Iteration 25Q: 3 clusters Score -1042304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1042309.625000 Penalty: 4619.554688
	Iteration 26Q: 3 clusters Score -1042310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1042315.062500 Penalty: 4619.554688
	Iteration 27Q: 3 clusters Score -1042315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1042322.375000 Penalty: 4619.554688
	Iteration 28Q: 3 clusters Score -1042322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1042322.875000 Penalty: 4619.554688
	Iteration 29Q: 3 clusters Score -1042323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1042323.500000 Penalty: 4619.554688
	Iteration 30Q: 3 clusters Score -1042324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1042325.375000 Penalty: 4619.554688
	Iteration 31Q: 3 clusters Score -1042325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1042327.312500 Penalty: 4619.554688
	Iteration 32Q: 3 clusters Score -1042327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1042326.375000 Penalty: 4619.554688
	Iteration 33Q: 3 clusters Score -1042326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1042326.375000 Penalty: 4619.554688
	Iteration 34Q: 3 clusters Score -1042326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1042328.875000 Penalty: 4619.554688
	Iteration 35Q: 3 clusters Score -1042329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1042328.625000 Penalty: 4619.554688
	Iteration 36Q: 3 clusters Score -1042329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1042330.125000 Penalty: 4619.554688
	Iteration 37Q: 3 clusters Score -1042330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1042330.875000 Penalty: 4619.554688
	Iteration 38Q: 3 clusters Score -1042331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1042330.562500 Penalty: 4619.554688
	Iteration 39Q: 3 clusters Score -1042331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1042328.562500 Penalty: 4619.554688
	Iteration 40F: 3 clusters Score -1042329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1042329.312500 Penalty: 4619.554688
	Iteration 41Q: 3 clusters Score -1042329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1042331.250000 Penalty: 4619.554688
	Iteration 42Q: 3 clusters Score -1042331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1042331.250000 Penalty: 4619.554688
	Iteration 43F: 3 clusters Score -1042331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Entering Unmasked Estep 
Score: -417126.375000 Penalty: 2101.881592
	Iteration 0F: 2 clusters Score -417126.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -412687.000000 Penalty: 4203.763184
	Iteration 0F: 3 clusters Score -412687 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -413872.625000 Penalty: 4203.763184
	Iteration 1F: 3 clusters Score -413872.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -414240.843750 Penalty: 4203.763184
	Iteration 2F: 3 clusters Score -414240.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -414479.968750 Penalty: 4203.763184
	Iteration 3F: 3 clusters Score -414480 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -414694.187500 Penalty: 4203.763184
	Iteration 4F: 3 clusters Score -414694.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -414924.812500 Penalty: 4203.763184
	Iteration 5Q: 3 clusters Score -414924.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -415133.781250 Penalty: 4203.763184
	Iteration 6Q: 3 clusters Score -415133.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -415321.312500 Penalty: 4203.763184
	Iteration 7Q: 3 clusters Score -415321.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -415483.843750 Penalty: 4203.763184
	Iteration 8Q: 3 clusters Score -415483.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -415600.125000 Penalty: 4203.763184
	Iteration 9Q: 3 clusters Score -415600.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -415680.343750 Penalty: 4203.763184
	Iteration 10Q: 3 clusters Score -415680.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -415733.281250 Penalty: 4203.763184
	Iteration 11Q: 3 clusters Score -415733.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -415768.750000 Penalty: 4203.763184
	Iteration 12Q: 3 clusters Score -415768.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -415795.593750 Penalty: 4203.763184
	Iteration 13Q: 3 clusters Score -415795.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -415815.750000 Penalty: 4203.763184
	Iteration 14Q: 3 clusters Score -415815.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -415833.968750 Penalty: 4203.763184
	Iteration 15Q: 3 clusters Score -415834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -415847.687500 Penalty: 4203.763184
	Iteration 16Q: 3 clusters Score -415847.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -415856.906250 Penalty: 4203.763184
	Iteration 17Q: 3 clusters Score -415856.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -415864.125000 Penalty: 4203.763184
	Iteration 18Q: 3 clusters Score -415864.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -415870.375000 Penalty: 4203.763184
	Iteration 19Q: 3 clusters Score -415870.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -415875.781250 Penalty: 4203.763184
	Iteration 20F: 3 clusters Score -415875.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -415881.625000 Penalty: 4203.763184
	Iteration 21Q: 3 clusters Score -415881.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -415890.937500 Penalty: 4203.763184
	Iteration 22Q: 3 clusters Score -415890.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -415897.093750 Penalty: 4203.763184
	Iteration 23Q: 3 clusters Score -415897.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -415912.468750 Penalty: 4203.763184
	Iteration 24Q: 3 clusters Score -415912.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -415933.343750 Penalty: 4203.763184
	Iteration 25Q: 3 clusters Score -415933.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -415954.312500 Penalty: 4203.763184
	Iteration 26Q: 3 clusters Score -415954.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -415989.062500 Penalty: 4203.763184
	Iteration 27Q: 3 clusters Score -415989.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -416038.781250 Penalty: 4203.763184
	Iteration 28Q: 3 clusters Score -416038.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -416101.562500 Penalty: 4203.763184
	Iteration 29Q: 3 clusters Score -416101.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -416162.843750 Penalty: 4203.763184
	Iteration 30Q: 3 clusters Score -416162.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -416219.093750 Penalty: 4203.763184
	Iteration 31Q: 3 clusters Score -416219.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -416268.062500 Penalty: 4203.763184
	Iteration 32Q: 3 clusters Score -416268.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -416314.000000 Penalty: 4203.763184
	Iteration 33Q: 3 clusters Score -416314 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -416341.656250 Penalty: 4203.763184
	Iteration 34Q: 3 clusters Score -416341.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -416355.937500 Penalty: 4203.763184
	Iteration 35Q: 3 clusters Score -416355.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -416369.687500 Penalty: 4203.763184
	Iteration 36Q: 3 clusters Score -416369.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -416379.468750 Penalty: 4203.763184
	Iteration 37Q: 3 clusters Score -416379.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -416388.156250 Penalty: 4203.763184
	Iteration 38Q: 3 clusters Score -416388.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -416395.531250 Penalty: 4203.763184
	Iteration 39Q: 3 clusters Score -416395.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -416399.031250 Penalty: 4203.763184
	Iteration 40F: 3 clusters Score -416399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -416402.437500 Penalty: 4203.763184
	Iteration 41Q: 3 clusters Score -416402.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -416405.187500 Penalty: 4203.763184
	Iteration 42Q: 3 clusters Score -416405.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -416407.156250 Penalty: 4203.763184
	Iteration 43Q: 3 clusters Score -416407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -416407.812500 Penalty: 4203.763184
	Iteration 44Q: 3 clusters Score -416407.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -416407.812500 Penalty: 4203.763184
	Iteration 45F: 3 clusters Score -416407.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Entering Unmasked Estep 
Score: -802817.312500 Penalty: 2249.427734
	Iteration 0F: 2 clusters Score -802817.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -796041.187500 Penalty: 4498.855469
	Iteration 0F: 3 clusters Score -796041.2 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -797981.500000 Penalty: 4498.855469
	Iteration 1F: 3 clusters Score -797981.5 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -798264.062500 Penalty: 4498.855469
	Iteration 2F: 3 clusters Score -798264.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -798459.625000 Penalty: 4498.855469
	Iteration 3Q: 3 clusters Score -798459.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -798599.437500 Penalty: 4498.855469
	Iteration 4Q: 3 clusters Score -798599.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -798715.000000 Penalty: 4498.855469
	Iteration 5Q: 3 clusters Score -798715 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -798833.500000 Penalty: 4498.855469
	Iteration 6Q: 3 clusters Score -798833.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -798969.062500 Penalty: 4498.855469
	Iteration 7Q: 3 clusters Score -798969.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -799131.687500 Penalty: 4498.855469
	Iteration 8Q: 3 clusters Score -799131.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -799280.625000 Penalty: 4498.855469
	Iteration 9Q: 3 clusters Score -799280.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -799428.625000 Penalty: 4498.855469
	Iteration 10Q: 3 clusters Score -799428.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -799563.125000 Penalty: 4498.855469
	Iteration 11Q: 3 clusters Score -799563.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -799714.625000 Penalty: 4498.855469
	Iteration 12Q: 3 clusters Score -799714.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -799860.250000 Penalty: 4498.855469
	Iteration 13Q: 3 clusters Score -799860.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -799997.875000 Penalty: 4498.855469
	Iteration 14Q: 3 clusters Score -799997.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -800117.375000 Penalty: 4498.855469
	Iteration 15Q: 3 clusters Score -800117.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -800221.750000 Penalty: 4498.855469
	Iteration 16Q: 3 clusters Score -800221.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -800301.625000 Penalty: 4498.855469
	Iteration 17Q: 3 clusters Score -800301.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -800356.375000 Penalty: 4498.855469
	Iteration 18Q: 3 clusters Score -800356.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -800401.625000 Penalty: 4498.855469
	Iteration 19Q: 3 clusters Score -800401.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -800442.125000 Penalty: 4498.855469
	Iteration 20F: 3 clusters Score -800442.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -800479.250000 Penalty: 4498.855469
	Iteration 21Q: 3 clusters Score -800479.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -800500.187500 Penalty: 4498.855469
	Iteration 22Q: 3 clusters Score -800500.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -800524.125000 Penalty: 4498.855469
	Iteration 23Q: 3 clusters Score -800524.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -800540.437500 Penalty: 4498.855469
	Iteration 24Q: 3 clusters Score -800540.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -800558.000000 Penalty: 4498.855469
	Iteration 25Q: 3 clusters Score -800558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -800575.750000 Penalty: 4498.855469
	Iteration 26Q: 3 clusters Score -800575.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -800587.250000 Penalty: 4498.855469
	Iteration 27Q: 3 clusters Score -800587.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -800601.812500 Penalty: 4498.855469
	Iteration 28Q: 3 clusters Score -800601.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -800618.437500 Penalty: 4498.855469
	Iteration 29Q: 3 clusters Score -800618.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -800631.062500 Penalty: 4498.855469
	Iteration 30Q: 3 clusters Score -800631.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -800639.937500 Penalty: 4498.855469
	Iteration 31Q: 3 clusters Score -800639.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -800651.875000 Penalty: 4498.855469
	Iteration 32Q: 3 clusters Score -800651.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -800662.625000 Penalty: 4498.855469
	Iteration 33Q: 3 clusters Score -800662.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -800673.375000 Penalty: 4498.855469
	Iteration 34Q: 3 clusters Score -800673.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -800683.625000 Penalty: 4498.855469
	Iteration 35Q: 3 clusters Score -800683.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -800690.750000 Penalty: 4498.855469
	Iteration 36Q: 3 clusters Score -800690.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -800702.062500 Penalty: 4498.855469
	Iteration 37Q: 3 clusters Score -800702.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -800716.312500 Penalty: 4498.855469
	Iteration 38Q: 3 clusters Score -800716.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -800729.375000 Penalty: 4498.855469
	Iteration 39Q: 3 clusters Score -800729.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -800738.687500 Penalty: 4498.855469
	Iteration 40F: 3 clusters Score -800738.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -800748.187500 Penalty: 4498.855469
	Iteration 41Q: 3 clusters Score -800748.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -800758.750000 Penalty: 4498.855469
	Iteration 42Q: 3 clusters Score -800758.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -800766.125000 Penalty: 4498.855469
	Iteration 43Q: 3 clusters Score -800766.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -800772.312500 Penalty: 4498.855469
	Iteration 44Q: 3 clusters Score -800772.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -800775.937500 Penalty: 4498.855469
	Iteration 45Q: 3 clusters Score -800775.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -800784.500000 Penalty: 4498.855469
	Iteration 46Q: 3 clusters Score -800784.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -800789.250000 Penalty: 4498.855469
	Iteration 47Q: 3 clusters Score -800789.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -800795.062500 Penalty: 4498.855469
	Iteration 48Q: 3 clusters Score -800795.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -800799.937500 Penalty: 4498.855469
	Iteration 49Q: 3 clusters Score -800799.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -800807.625000 Penalty: 4498.855469
	Iteration 50Q: 3 clusters Score -800807.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -800811.937500 Penalty: 4498.855469
	Iteration 51Q: 3 clusters Score -800811.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -800816.062500 Penalty: 4498.855469
	Iteration 52Q: 3 clusters Score -800816.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -800821.312500 Penalty: 4498.855469
	Iteration 53Q: 3 clusters Score -800821.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -800825.062500 Penalty: 4498.855469
	Iteration 54Q: 3 clusters Score -800825.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -800831.250000 Penalty: 4498.855469
	Iteration 55Q: 3 clusters Score -800831.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -800833.500000 Penalty: 4498.855469
	Iteration 56Q: 3 clusters Score -800833.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -800839.812500 Penalty: 4498.855469
	Iteration 57Q: 3 clusters Score -800839.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -800846.375000 Penalty: 4498.855469
	Iteration 58Q: 3 clusters Score -800846.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -800852.750000 Penalty: 4498.855469
	Iteration 59Q: 3 clusters Score -800852.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -800857.250000 Penalty: 4498.855469
	Iteration 60F: 3 clusters Score -800857.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -800860.812500 Penalty: 4498.855469
	Iteration 61Q: 3 clusters Score -800860.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -800869.375000 Penalty: 4498.855469
	Iteration 62Q: 3 clusters Score -800869.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -800876.187500 Penalty: 4498.855469
	Iteration 63Q: 3 clusters Score -800876.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -800886.187500 Penalty: 4498.855469
	Iteration 64Q: 3 clusters Score -800886.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -800900.250000 Penalty: 4498.855469
	Iteration 65Q: 3 clusters Score -800900.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -800914.875000 Penalty: 4498.855469
	Iteration 66Q: 3 clusters Score -800914.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -800925.875000 Penalty: 4498.855469
	Iteration 67Q: 3 clusters Score -800925.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -800938.687500 Penalty: 4498.855469
	Iteration 68Q: 3 clusters Score -800938.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -800950.687500 Penalty: 4498.855469
	Iteration 69Q: 3 clusters Score -800950.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -800969.312500 Penalty: 4498.855469
	Iteration 70Q: 3 clusters Score -800969.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -800989.562500 Penalty: 4498.855469
	Iteration 71Q: 3 clusters Score -800989.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -801011.250000 Penalty: 4498.855469
	Iteration 72Q: 3 clusters Score -801011.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -801032.625000 Penalty: 4498.855469
	Iteration 73Q: 3 clusters Score -801032.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -801048.875000 Penalty: 4498.855469
	Iteration 74Q: 3 clusters Score -801048.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -801073.500000 Penalty: 4498.855469
	Iteration 75Q: 3 clusters Score -801073.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -801099.312500 Penalty: 4498.855469
	Iteration 76Q: 3 clusters Score -801099.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -801122.812500 Penalty: 4498.855469
	Iteration 77Q: 3 clusters Score -801122.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -801145.125000 Penalty: 4498.855469
	Iteration 78Q: 3 clusters Score -801145.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -801167.437500 Penalty: 4498.855469
	Iteration 79Q: 3 clusters Score -801167.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -801188.625000 Penalty: 4498.855469
	Iteration 80F: 3 clusters Score -801188.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -801204.125000 Penalty: 4498.855469
	Iteration 81Q: 3 clusters Score -801204.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -801216.875000 Penalty: 4498.855469
	Iteration 82Q: 3 clusters Score -801216.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -801229.812500 Penalty: 4498.855469
	Iteration 83Q: 3 clusters Score -801229.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -801244.625000 Penalty: 4498.855469
	Iteration 84Q: 3 clusters Score -801244.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -801262.062500 Penalty: 4498.855469
	Iteration 85Q: 3 clusters Score -801262.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -801272.437500 Penalty: 4498.855469
	Iteration 86Q: 3 clusters Score -801272.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -801284.000000 Penalty: 4498.855469
	Iteration 87Q: 3 clusters Score -801284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -801295.562500 Penalty: 4498.855469
	Iteration 88Q: 3 clusters Score -801295.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -801302.312500 Penalty: 4498.855469
	Iteration 89Q: 3 clusters Score -801302.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -801306.437500 Penalty: 4498.855469
	Iteration 90Q: 3 clusters Score -801306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -801308.187500 Penalty: 4498.855469
	Iteration 91Q: 3 clusters Score -801308.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -801310.437500 Penalty: 4498.855469
	Iteration 92Q: 3 clusters Score -801310.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -801309.875000 Penalty: 4498.855469
	Iteration 93Q: 3 clusters Score -801309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -801310.812500 Penalty: 4498.855469
	Iteration 94Q: 3 clusters Score -801310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -801312.250000 Penalty: 4498.855469
	Iteration 95Q: 3 clusters Score -801312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -801311.875000 Penalty: 4498.855469
	Iteration 96Q: 3 clusters Score -801311.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -801311.875000 Penalty: 4498.855469
	Iteration 97F: 3 clusters Score -801311.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Entering Unmasked Estep 
Score: -2590752.500000 Penalty: 2528.526611
	Iteration 0F: 2 clusters Score -2590752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2572155.750000 Penalty: 5057.053223
	Iteration 0F: 3 clusters Score -2572156 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2578709.500000 Penalty: 5057.053223
	Iteration 1F: 3 clusters Score -2578710 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2579165.000000 Penalty: 5057.053223
	Iteration 2Q: 3 clusters Score -2579165 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2579590.000000 Penalty: 5057.053223
	Iteration 3Q: 3 clusters Score -2579590 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2579984.000000 Penalty: 5057.053223
	Iteration 4Q: 3 clusters Score -2579984 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2580463.000000 Penalty: 5057.053223
	Iteration 5Q: 3 clusters Score -2580463 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2581095.500000 Penalty: 5057.053223
	Iteration 6Q: 3 clusters Score -2581096 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2581884.750000 Penalty: 5057.053223
	Iteration 7Q: 3 clusters Score -2581885 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2582915.250000 Penalty: 5057.053223
	Iteration 8F: 3 clusters Score -2582915 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2583964.250000 Penalty: 5057.053223
	Iteration 9F: 3 clusters Score -2583964 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2584874.500000 Penalty: 5057.053223
	Iteration 10Q: 3 clusters Score -2584874 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2585580.250000 Penalty: 5057.053223
	Iteration 11Q: 3 clusters Score -2585580 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2586051.000000 Penalty: 5057.053223
	Iteration 12Q: 3 clusters Score -2586051 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2586331.750000 Penalty: 5057.053223
	Iteration 13Q: 3 clusters Score -2586332 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2586523.500000 Penalty: 5057.053223
	Iteration 14Q: 3 clusters Score -2586524 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2586662.750000 Penalty: 5057.053223
	Iteration 15Q: 3 clusters Score -2586663 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2586784.000000 Penalty: 5057.053223
	Iteration 16Q: 3 clusters Score -2586784 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2586956.250000 Penalty: 5057.053223
	Iteration 17Q: 3 clusters Score -2586956 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2587144.000000 Penalty: 5057.053223
	Iteration 18Q: 3 clusters Score -2587144 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2587367.750000 Penalty: 5057.053223
	Iteration 19Q: 3 clusters Score -2587368 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2587578.250000 Penalty: 5057.053223
	Iteration 20F: 3 clusters Score -2587578 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2587751.250000 Penalty: 5057.053223
	Iteration 21Q: 3 clusters Score -2587751 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2587880.750000 Penalty: 5057.053223
	Iteration 22Q: 3 clusters Score -2587881 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2588005.250000 Penalty: 5057.053223
	Iteration 23Q: 3 clusters Score -2588005 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2588096.500000 Penalty: 5057.053223
	Iteration 24Q: 3 clusters Score -2588096 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2588149.250000 Penalty: 5057.053223
	Iteration 25Q: 3 clusters Score -2588149 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2588223.250000 Penalty: 5057.053223
	Iteration 26Q: 3 clusters Score -2588223 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2588252.250000 Penalty: 5057.053223
	Iteration 27Q: 3 clusters Score -2588252 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2588295.500000 Penalty: 5057.053223
	Iteration 28Q: 3 clusters Score -2588296 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2588311.750000 Penalty: 5057.053223
	Iteration 29Q: 3 clusters Score -2588312 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2588323.750000 Penalty: 5057.053223
	Iteration 30Q: 3 clusters Score -2588324 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2588339.750000 Penalty: 5057.053223
	Iteration 31Q: 3 clusters Score -2588340 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2588358.750000 Penalty: 5057.053223
	Iteration 32Q: 3 clusters Score -2588359 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2588360.750000 Penalty: 5057.053223
	Iteration 33Q: 3 clusters Score -2588361 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2588372.250000 Penalty: 5057.053223
	Iteration 34Q: 3 clusters Score -2588372 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2588380.250000 Penalty: 5057.053223
	Iteration 35Q: 3 clusters Score -2588380 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2588391.500000 Penalty: 5057.053223
	Iteration 36Q: 3 clusters Score -2588392 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2588393.500000 Penalty: 5057.053223
	Iteration 37Q: 3 clusters Score -2588394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2588393.750000 Penalty: 5057.053223
	Iteration 38Q: 3 clusters Score -2588394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2588410.000000 Penalty: 5057.053223
	Iteration 39Q: 3 clusters Score -2588410 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2588421.750000 Penalty: 5057.053223
	Iteration 40F: 3 clusters Score -2588422 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2588435.250000 Penalty: 5057.053223
	Iteration 41Q: 3 clusters Score -2588435 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2588446.750000 Penalty: 5057.053223
	Iteration 42Q: 3 clusters Score -2588447 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2588457.250000 Penalty: 5057.053223
	Iteration 43Q: 3 clusters Score -2588457 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2588460.500000 Penalty: 5057.053223
	Iteration 44Q: 3 clusters Score -2588460 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2588468.000000 Penalty: 5057.053223
	Iteration 45Q: 3 clusters Score -2588468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2588484.750000 Penalty: 5057.053223
	Iteration 46Q: 3 clusters Score -2588485 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2588503.500000 Penalty: 5057.053223
	Iteration 47Q: 3 clusters Score -2588504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2588512.500000 Penalty: 5057.053223
	Iteration 48Q: 3 clusters Score -2588512 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2588524.500000 Penalty: 5057.053223
	Iteration 49Q: 3 clusters Score -2588524 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2588532.750000 Penalty: 5057.053223
	Iteration 50Q: 3 clusters Score -2588533 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2588541.750000 Penalty: 5057.053223
	Iteration 51Q: 3 clusters Score -2588542 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2588560.500000 Penalty: 5057.053223
	Iteration 52Q: 3 clusters Score -2588560 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2588564.750000 Penalty: 5057.053223
	Iteration 53Q: 3 clusters Score -2588565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2588564.250000 Penalty: 5057.053223
	Iteration 54Q: 3 clusters Score -2588564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2588565.000000 Penalty: 5057.053223
	Iteration 55Q: 3 clusters Score -2588565 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2588558.750000 Penalty: 5057.053223
	Iteration 56Q: 3 clusters Score -2588559 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2588576.750000 Penalty: 5057.053223
	Iteration 57Q: 3 clusters Score -2588577 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2588586.500000 Penalty: 5057.053223
	Iteration 58Q: 3 clusters Score -2588586 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2588587.000000 Penalty: 5057.053223
	Iteration 59Q: 3 clusters Score -2588587 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2588605.500000 Penalty: 5057.053223
	Iteration 60F: 3 clusters Score -2588606 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2588615.000000 Penalty: 5057.053223
	Iteration 61Q: 3 clusters Score -2588615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2588624.000000 Penalty: 5057.053223
	Iteration 62Q: 3 clusters Score -2588624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2588635.750000 Penalty: 5057.053223
	Iteration 63Q: 3 clusters Score -2588636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2588635.750000 Penalty: 5057.053223
	Iteration 64Q: 3 clusters Score -2588636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2588646.500000 Penalty: 5057.053223
	Iteration 65Q: 3 clusters Score -2588646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2588650.500000 Penalty: 5057.053223
	Iteration 66Q: 3 clusters Score -2588650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2588642.250000 Penalty: 5057.053223
	Iteration 67Q: 3 clusters Score -2588642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2588648.250000 Penalty: 5057.053223
	Iteration 68Q: 3 clusters Score -2588648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2588650.500000 Penalty: 5057.053223
	Iteration 69Q: 3 clusters Score -2588650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2588657.750000 Penalty: 5057.053223
	Iteration 70Q: 3 clusters Score -2588658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2588664.500000 Penalty: 5057.053223
	Iteration 71Q: 3 clusters Score -2588664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2588667.750000 Penalty: 5057.053223
	Iteration 72Q: 3 clusters Score -2588668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2588664.000000 Penalty: 5057.053223
	Iteration 73Q: 3 clusters Score -2588664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2588669.000000 Penalty: 5057.053223
	Iteration 74Q: 3 clusters Score -2588669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2588670.500000 Penalty: 5057.053223
	Iteration 75Q: 3 clusters Score -2588670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2588676.000000 Penalty: 5057.053223
	Iteration 76Q: 3 clusters Score -2588676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2588676.000000 Penalty: 5057.053223
	Iteration 77Q: 3 clusters Score -2588676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2588681.500000 Penalty: 5057.053223
	Iteration 78Q: 3 clusters Score -2588682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2588681.750000 Penalty: 5057.053223
	Iteration 79Q: 3 clusters Score -2588682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2588679.500000 Penalty: 5057.053223
	Iteration 80F: 3 clusters Score -2588680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2588681.000000 Penalty: 5057.053223
	Iteration 81Q: 3 clusters Score -2588681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2588679.500000 Penalty: 5057.053223
	Iteration 82Q: 3 clusters Score -2588680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2588681.000000 Penalty: 5057.053223
	Iteration 83Q: 3 clusters Score -2588681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2588683.750000 Penalty: 5057.053223
	Iteration 84Q: 3 clusters Score -2588684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2588683.250000 Penalty: 5057.053223
	Iteration 85Q: 3 clusters Score -2588683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2588678.000000 Penalty: 5057.053223
	Iteration 86Q: 3 clusters Score -2588678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2588680.250000 Penalty: 5057.053223
	Iteration 87Q: 3 clusters Score -2588680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2588680.500000 Penalty: 5057.053223
	Iteration 88Q: 3 clusters Score -2588680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2588678.500000 Penalty: 5057.053223
	Iteration 89Q: 3 clusters Score -2588678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2588677.250000 Penalty: 5057.053223
	Iteration 90Q: 3 clusters Score -2588677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2588679.000000 Penalty: 5057.053223
	Iteration 91Q: 3 clusters Score -2588679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2588682.250000 Penalty: 5057.053223
	Iteration 92Q: 3 clusters Score -2588682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2588682.250000 Penalty: 5057.053223
	Iteration 93F: 3 clusters Score -2588682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (308637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308637 members 
Entering Unmasked Estep 
Score: -30219992.000000 Penalty: 3134.700439
	Iteration 0F: 2 clusters Score -3.021999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154181 members 
Mstep: Class 2 contains 154456 members 
Entering Unmasked Estep 
Score: -30023042.000000 Penalty: 6269.400879
	Iteration 0F: 3 clusters Score -3.002304e+07 nChanged 149707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152930 members 
Mstep: Class 2 contains 155707 members 
Entering Unmasked Estep 
Score: -30112286.000000 Penalty: 6269.400879
	Iteration 1F: 3 clusters Score -3.011229e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152626 members 
Mstep: Class 2 contains 156011 members 
Entering Unmasked Estep 
Score: -30113344.000000 Penalty: 6269.400879
	Iteration 2Q: 3 clusters Score -3.011334e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152198 members 
Mstep: Class 2 contains 156439 members 
Entering Unmasked Estep 
Score: -30114850.000000 Penalty: 6269.400879
	Iteration 3Q: 3 clusters Score -3.011485e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151614 members 
Mstep: Class 2 contains 157023 members 
Entering Unmasked Estep 
Score: -30116530.000000 Penalty: 6269.400879
	Iteration 4Q: 3 clusters Score -3.011653e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150615 members 
Mstep: Class 2 contains 158022 members 
Entering Unmasked Estep 
Score: -30118472.000000 Penalty: 6269.400879
	Iteration 5Q: 3 clusters Score -3.011847e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149072 members 
Mstep: Class 2 contains 159565 members 
Entering Unmasked Estep 
Score: -30121110.000000 Penalty: 6269.400879
	Iteration 6Q: 3 clusters Score -3.012111e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147000 members 
Mstep: Class 2 contains 161637 members 
Entering Unmasked Estep 
Score: -30125068.000000 Penalty: 6269.400879
	Iteration 7Q: 3 clusters Score -3.012507e+07 nChanged 12602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144100 members 
Mstep: Class 2 contains 164537 members 
Entering Unmasked Estep 
Score: -30130302.000000 Penalty: 6269.400879
	Iteration 8Q: 3 clusters Score -3.01303e+07 nChanged 14079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140501 members 
Mstep: Class 2 contains 168136 members 
Entering Unmasked Estep 
Score: -30136628.000000 Penalty: 6269.400879
	Iteration 9Q: 3 clusters Score -3.013663e+07 nChanged 15196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135941 members 
Mstep: Class 2 contains 172696 members 
Entering Unmasked Estep 
Score: -30144358.000000 Penalty: 6269.400879
	Iteration 10Q: 3 clusters Score -3.014436e+07 nChanged 15556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130531 members 
Mstep: Class 2 contains 178106 members 
Entering Unmasked Estep 
Score: -30152358.000000 Penalty: 6269.400879
	Iteration 11F: 3 clusters Score -3.015236e+07 nChanged 15242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124563 members 
Mstep: Class 2 contains 184074 members 
Entering Unmasked Estep 
Score: -30159880.000000 Penalty: 6269.400879
	Iteration 12Q: 3 clusters Score -3.015988e+07 nChanged 13822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118969 members 
Mstep: Class 2 contains 189668 members 
Entering Unmasked Estep 
Score: -30166552.000000 Penalty: 6269.400879
	Iteration 13Q: 3 clusters Score -3.016655e+07 nChanged 11871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114170 members 
Mstep: Class 2 contains 194467 members 
Entering Unmasked Estep 
Score: -30171670.000000 Penalty: 6269.400879
	Iteration 14Q: 3 clusters Score -3.017167e+07 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110163 members 
Mstep: Class 2 contains 198474 members 
Entering Unmasked Estep 
Score: -30174920.000000 Penalty: 6269.400879
	Iteration 15Q: 3 clusters Score -3.017492e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106932 members 
Mstep: Class 2 contains 201705 members 
Entering Unmasked Estep 
Score: -30176916.000000 Penalty: 6269.400879
	Iteration 16Q: 3 clusters Score -3.017692e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103854 members 
Mstep: Class 2 contains 204783 members 
Entering Unmasked Estep 
Score: -30178134.000000 Penalty: 6269.400879
	Iteration 17Q: 3 clusters Score -3.017813e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 207522 members 
Entering Unmasked Estep 
Score: -30178778.000000 Penalty: 6269.400879
	Iteration 18Q: 3 clusters Score -3.017878e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98381 members 
Mstep: Class 2 contains 210256 members 
Entering Unmasked Estep 
Score: -30179504.000000 Penalty: 6269.400879
	Iteration 19Q: 3 clusters Score -3.01795e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95622 members 
Mstep: Class 2 contains 213015 members 
Entering Unmasked Estep 
Score: -30180062.000000 Penalty: 6269.400879
	Iteration 20F: 3 clusters Score -3.018006e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92836 members 
Mstep: Class 2 contains 215801 members 
Entering Unmasked Estep 
Score: -30180856.000000 Penalty: 6269.400879
	Iteration 21Q: 3 clusters Score -3.018086e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90053 members 
Mstep: Class 2 contains 218584 members 
Entering Unmasked Estep 
Score: -30181716.000000 Penalty: 6269.400879
	Iteration 22Q: 3 clusters Score -3.018172e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87335 members 
Mstep: Class 2 contains 221302 members 
Entering Unmasked Estep 
Score: -30182624.000000 Penalty: 6269.400879
	Iteration 23Q: 3 clusters Score -3.018262e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84641 members 
Mstep: Class 2 contains 223996 members 
Entering Unmasked Estep 
Score: -30183548.000000 Penalty: 6269.400879
	Iteration 24Q: 3 clusters Score -3.018355e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 226629 members 
Entering Unmasked Estep 
Score: -30184242.000000 Penalty: 6269.400879
	Iteration 25Q: 3 clusters Score -3.018424e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79453 members 
Mstep: Class 2 contains 229184 members 
Entering Unmasked Estep 
Score: -30185272.000000 Penalty: 6269.400879
	Iteration 26Q: 3 clusters Score -3.018527e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 231754 members 
Entering Unmasked Estep 
Score: -30186210.000000 Penalty: 6269.400879
	Iteration 27Q: 3 clusters Score -3.018621e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74326 members 
Mstep: Class 2 contains 234311 members 
Entering Unmasked Estep 
Score: -30187186.000000 Penalty: 6269.400879
	Iteration 28Q: 3 clusters Score -3.018719e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71734 members 
Mstep: Class 2 contains 236903 members 
Entering Unmasked Estep 
Score: -30188192.000000 Penalty: 6269.400879
	Iteration 29Q: 3 clusters Score -3.018819e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69202 members 
Mstep: Class 2 contains 239435 members 
Entering Unmasked Estep 
Score: -30189122.000000 Penalty: 6269.400879
	Iteration 30Q: 3 clusters Score -3.018912e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 241946 members 
Entering Unmasked Estep 
Score: -30190270.000000 Penalty: 6269.400879
	Iteration 31Q: 3 clusters Score -3.019027e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 244413 members 
Entering Unmasked Estep 
Score: -30191074.000000 Penalty: 6269.400879
	Iteration 32Q: 3 clusters Score -3.019107e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 246823 members 
Entering Unmasked Estep 
Score: -30191984.000000 Penalty: 6269.400879
	Iteration 33Q: 3 clusters Score -3.019198e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59419 members 
Mstep: Class 2 contains 249218 members 
Entering Unmasked Estep 
Score: -30192920.000000 Penalty: 6269.400879
	Iteration 34Q: 3 clusters Score -3.019292e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57059 members 
Mstep: Class 2 contains 251578 members 
Entering Unmasked Estep 
Score: -30193868.000000 Penalty: 6269.400879
	Iteration 35Q: 3 clusters Score -3.019387e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 253856 members 
Entering Unmasked Estep 
Score: -30194768.000000 Penalty: 6269.400879
	Iteration 36Q: 3 clusters Score -3.019477e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 256209 members 
Entering Unmasked Estep 
Score: -30195672.000000 Penalty: 6269.400879
	Iteration 37Q: 3 clusters Score -3.019567e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 258562 members 
Entering Unmasked Estep 
Score: -30196514.000000 Penalty: 6269.400879
	Iteration 38Q: 3 clusters Score -3.019651e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 260864 members 
Entering Unmasked Estep 
Score: -30197344.000000 Penalty: 6269.400879
	Iteration 39Q: 3 clusters Score -3.019734e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 263111 members 
Entering Unmasked Estep 
Score: -30198186.000000 Penalty: 6269.400879
	Iteration 40F: 3 clusters Score -3.019819e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 265431 members 
Entering Unmasked Estep 
Score: -30198932.000000 Penalty: 6269.400879
	Iteration 41Q: 3 clusters Score -3.019893e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 267676 members 
Entering Unmasked Estep 
Score: -30199738.000000 Penalty: 6269.400879
	Iteration 42Q: 3 clusters Score -3.019974e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 269953 members 
Entering Unmasked Estep 
Score: -30200532.000000 Penalty: 6269.400879
	Iteration 43Q: 3 clusters Score -3.020053e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 272212 members 
Entering Unmasked Estep 
Score: -30201232.000000 Penalty: 6269.400879
	Iteration 44Q: 3 clusters Score -3.020123e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 274532 members 
Entering Unmasked Estep 
Score: -30202146.000000 Penalty: 6269.400879
	Iteration 45Q: 3 clusters Score -3.020215e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 276806 members 
Entering Unmasked Estep 
Score: -30202894.000000 Penalty: 6269.400879
	Iteration 46Q: 3 clusters Score -3.020289e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 279164 members 
Entering Unmasked Estep 
Score: -30203642.000000 Penalty: 6269.400879
	Iteration 47Q: 3 clusters Score -3.020364e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 281499 members 
Entering Unmasked Estep 
Score: -30204634.000000 Penalty: 6269.400879
	Iteration 48Q: 3 clusters Score -3.020463e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 283789 members 
Entering Unmasked Estep 
Score: -30205298.000000 Penalty: 6269.400879
	Iteration 49Q: 3 clusters Score -3.02053e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 286027 members 
Entering Unmasked Estep 
Score: -30206258.000000 Penalty: 6269.400879
	Iteration 50Q: 3 clusters Score -3.020626e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 288291 members 
Entering Unmasked Estep 
Score: -30207178.000000 Penalty: 6269.400879
	Iteration 51Q: 3 clusters Score -3.020718e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 290533 members 
Entering Unmasked Estep 
Score: -30208232.000000 Penalty: 6269.400879
	Iteration 52Q: 3 clusters Score -3.020823e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 292739 members 
Entering Unmasked Estep 
Score: -30209412.000000 Penalty: 6269.400879
	Iteration 53Q: 3 clusters Score -3.020941e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 294844 members 
Entering Unmasked Estep 
Score: -30210372.000000 Penalty: 6269.400879
	Iteration 54Q: 3 clusters Score -3.021037e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 296823 members 
Entering Unmasked Estep 
Score: -30211276.000000 Penalty: 6269.400879
	Iteration 55Q: 3 clusters Score -3.021128e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 298683 members 
Entering Unmasked Estep 
Score: -30212402.000000 Penalty: 6269.400879
	Iteration 56Q: 3 clusters Score -3.02124e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 300330 members 
Entering Unmasked Estep 
Score: -30213108.000000 Penalty: 6269.400879
	Iteration 57Q: 3 clusters Score -3.021311e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 301762 members 
Entering Unmasked Estep 
Score: -30213940.000000 Penalty: 6269.400879
	Iteration 58Q: 3 clusters Score -3.021394e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 302968 members 
Entering Unmasked Estep 
Score: -30214670.000000 Penalty: 6269.400879
	Iteration 59Q: 3 clusters Score -3.021467e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 303913 members 
Entering Unmasked Estep 
Score: -30215128.000000 Penalty: 6269.400879
	Iteration 60F: 3 clusters Score -3.021513e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 304694 members 
Entering Unmasked Estep 
Score: -30215504.000000 Penalty: 6269.400879
	Iteration 61Q: 3 clusters Score -3.02155e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 305317 members 
Entering Unmasked Estep 
Score: -30215838.000000 Penalty: 6269.400879
	Iteration 62Q: 3 clusters Score -3.021584e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 305824 members 
Entering Unmasked Estep 
Score: -30216178.000000 Penalty: 6269.400879
	Iteration 63Q: 3 clusters Score -3.021618e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 306194 members 
Entering Unmasked Estep 
Score: -30216478.000000 Penalty: 6269.400879
	Iteration 64Q: 3 clusters Score -3.021648e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 306496 members 
Entering Unmasked Estep 
Score: -30216712.000000 Penalty: 6269.400879
	Iteration 65Q: 3 clusters Score -3.021671e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 306702 members 
Entering Unmasked Estep 
Score: -30216800.000000 Penalty: 6269.400879
	Iteration 66Q: 3 clusters Score -3.02168e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 306877 members 
Entering Unmasked Estep 
Score: -30216952.000000 Penalty: 6269.400879
	Iteration 67Q: 3 clusters Score -3.021695e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 307013 members 
Entering Unmasked Estep 
Score: -30217076.000000 Penalty: 6269.400879
	Iteration 68Q: 3 clusters Score -3.021708e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 307101 members 
Entering Unmasked Estep 
Score: -30217138.000000 Penalty: 6269.400879
	Iteration 69Q: 3 clusters Score -3.021714e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 307165 members 
Entering Unmasked Estep 
Score: -30217184.000000 Penalty: 6269.400879
	Iteration 70Q: 3 clusters Score -3.021718e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 307213 members 
Entering Unmasked Estep 
Score: -30217224.000000 Penalty: 6269.400879
	Iteration 71Q: 3 clusters Score -3.021722e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 307257 members 
Entering Unmasked Estep 
Score: -30217256.000000 Penalty: 6269.400879
	Iteration 72Q: 3 clusters Score -3.021726e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 307301 members 
Entering Unmasked Estep 
Score: -30217274.000000 Penalty: 6269.400879
	Iteration 73Q: 3 clusters Score -3.021727e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 307332 members 
Entering Unmasked Estep 
Score: -30217294.000000 Penalty: 6269.400879
	Iteration 74Q: 3 clusters Score -3.021729e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 307363 members 
Entering Unmasked Estep 
Score: -30217318.000000 Penalty: 6269.400879
	Iteration 75Q: 3 clusters Score -3.021732e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 307392 members 
Entering Unmasked Estep 
Score: -30217366.000000 Penalty: 6269.400879
	Iteration 76Q: 3 clusters Score -3.021737e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 307408 members 
Entering Unmasked Estep 
Score: -30217378.000000 Penalty: 6269.400879
	Iteration 77Q: 3 clusters Score -3.021738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 307425 members 
Entering Unmasked Estep 
Score: -30217360.000000 Penalty: 6269.400879
	Iteration 78Q: 3 clusters Score -3.021736e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 307444 members 
Entering Unmasked Estep 
Score: -30217368.000000 Penalty: 6269.400879
	Iteration 79Q: 3 clusters Score -3.021737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 307452 members 
Entering Unmasked Estep 
Score: -30217382.000000 Penalty: 6269.400879
	Iteration 80F: 3 clusters Score -3.021738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 307463 members 
Entering Unmasked Estep 
Score: -30217362.000000 Penalty: 6269.400879
	Iteration 81Q: 3 clusters Score -3.021736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 307470 members 
Entering Unmasked Estep 
Score: -30217364.000000 Penalty: 6269.400879
	Iteration 82Q: 3 clusters Score -3.021736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 307478 members 
Entering Unmasked Estep 
Score: -30217364.000000 Penalty: 6269.400879
	Iteration 83Q: 3 clusters Score -3.021736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 307485 members 
Entering Unmasked Estep 
Score: -30217362.000000 Penalty: 6269.400879
	Iteration 84Q: 3 clusters Score -3.021736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 307492 members 
Entering Unmasked Estep 
Score: -30217384.000000 Penalty: 6269.400879
	Iteration 85Q: 3 clusters Score -3.021738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 307495 members 
Entering Unmasked Estep 
Score: -30217390.000000 Penalty: 6269.400879
	Iteration 86Q: 3 clusters Score -3.021739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 307500 members 
Entering Unmasked Estep 
Score: -30217410.000000 Penalty: 6269.400879
	Iteration 87Q: 3 clusters Score -3.021741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 307505 members 
Entering Unmasked Estep 
Score: -30217420.000000 Penalty: 6269.400879
	Iteration 88Q: 3 clusters Score -3.021742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 307510 members 
Entering Unmasked Estep 
Score: -30217416.000000 Penalty: 6269.400879
	Iteration 89Q: 3 clusters Score -3.021742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 307515 members 
Entering Unmasked Estep 
Score: -30217434.000000 Penalty: 6269.400879
	Iteration 90Q: 3 clusters Score -3.021743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 307519 members 
Entering Unmasked Estep 
Score: -30217438.000000 Penalty: 6269.400879
	Iteration 91Q: 3 clusters Score -3.021744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 307521 members 
Entering Unmasked Estep 
Score: -30217438.000000 Penalty: 6269.400879
	Iteration 92Q: 3 clusters Score -3.021744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 307523 members 
Entering Unmasked Estep 
Score: -30217446.000000 Penalty: 6269.400879
	Iteration 93Q: 3 clusters Score -3.021745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 307525 members 
Entering Unmasked Estep 
Score: -30217456.000000 Penalty: 6269.400879
	Iteration 94Q: 3 clusters Score -3.021746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 307528 members 
Entering Unmasked Estep 
Score: -30217460.000000 Penalty: 6269.400879
	Iteration 95Q: 3 clusters Score -3.021746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 307527 members 
Entering Unmasked Estep 
Score: -30217462.000000 Penalty: 6269.400879
	Iteration 96Q: 3 clusters Score -3.021746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 307527 members 
Entering Unmasked Estep 
Score: -30217462.000000 Penalty: 6269.400879
	Iteration 97F: 3 clusters Score -3.021746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Entering Unmasked Estep 
Score: -484533.718750 Penalty: 2124.269287
	Iteration 0F: 2 clusters Score -484533.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -479927.781250 Penalty: 4248.538574
	Iteration 0F: 3 clusters Score -479927.8 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -481052.625000 Penalty: 4248.538574
	Iteration 1F: 3 clusters Score -481052.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -481237.968750 Penalty: 4248.538574
	Iteration 2F: 3 clusters Score -481238 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -481351.343750 Penalty: 4248.538574
	Iteration 3Q: 3 clusters Score -481351.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -481451.906250 Penalty: 4248.538574
	Iteration 4Q: 3 clusters Score -481451.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -481540.593750 Penalty: 4248.538574
	Iteration 5Q: 3 clusters Score -481540.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -481627.000000 Penalty: 4248.538574
	Iteration 6Q: 3 clusters Score -481627 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -481685.718750 Penalty: 4248.538574
	Iteration 7Q: 3 clusters Score -481685.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -481737.062500 Penalty: 4248.538574
	Iteration 8Q: 3 clusters Score -481737.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -481791.937500 Penalty: 4248.538574
	Iteration 9Q: 3 clusters Score -481791.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -481864.375000 Penalty: 4248.538574
	Iteration 10Q: 3 clusters Score -481864.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -481946.906250 Penalty: 4248.538574
	Iteration 11Q: 3 clusters Score -481946.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -482020.375000 Penalty: 4248.538574
	Iteration 12Q: 3 clusters Score -482020.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -482115.687500 Penalty: 4248.538574
	Iteration 13Q: 3 clusters Score -482115.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -482219.187500 Penalty: 4248.538574
	Iteration 14Q: 3 clusters Score -482219.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -482339.250000 Penalty: 4248.538574
	Iteration 15Q: 3 clusters Score -482339.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -482483.062500 Penalty: 4248.538574
	Iteration 16Q: 3 clusters Score -482483.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -482600.218750 Penalty: 4248.538574
	Iteration 17Q: 3 clusters Score -482600.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -482715.875000 Penalty: 4248.538574
	Iteration 18Q: 3 clusters Score -482715.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -482823.031250 Penalty: 4248.538574
	Iteration 19Q: 3 clusters Score -482823 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -482899.656250 Penalty: 4248.538574
	Iteration 20F: 3 clusters Score -482899.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -482947.531250 Penalty: 4248.538574
	Iteration 21Q: 3 clusters Score -482947.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -482999.593750 Penalty: 4248.538574
	Iteration 22Q: 3 clusters Score -482999.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -483027.875000 Penalty: 4248.538574
	Iteration 23Q: 3 clusters Score -483027.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -483049.687500 Penalty: 4248.538574
	Iteration 24Q: 3 clusters Score -483049.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -483068.031250 Penalty: 4248.538574
	Iteration 25Q: 3 clusters Score -483068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -483072.718750 Penalty: 4248.538574
	Iteration 26Q: 3 clusters Score -483072.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -483078.187500 Penalty: 4248.538574
	Iteration 27Q: 3 clusters Score -483078.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -483081.250000 Penalty: 4248.538574
	Iteration 28Q: 3 clusters Score -483081.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -483085.406250 Penalty: 4248.538574
	Iteration 29Q: 3 clusters Score -483085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -483085.750000 Penalty: 4248.538574
	Iteration 30Q: 3 clusters Score -483085.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -483090.218750 Penalty: 4248.538574
	Iteration 31Q: 3 clusters Score -483090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -483092.000000 Penalty: 4248.538574
	Iteration 32Q: 3 clusters Score -483092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -483092.000000 Penalty: 4248.538574
	Iteration 33F: 3 clusters Score -483092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Entering Unmasked Estep 
Score: -2216141.500000 Penalty: 2508.400391
	Iteration 0F: 2 clusters Score -2216142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2199076.250000 Penalty: 5016.800781
	Iteration 0F: 3 clusters Score -2199076 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2205045.250000 Penalty: 5016.800781
	Iteration 1F: 3 clusters Score -2205045 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2205738.750000 Penalty: 5016.800781
	Iteration 2F: 3 clusters Score -2205739 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2206539.750000 Penalty: 5016.800781
	Iteration 3F: 3 clusters Score -2206540 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2207471.500000 Penalty: 5016.800781
	Iteration 4F: 3 clusters Score -2207472 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2208585.500000 Penalty: 5016.800781
	Iteration 5F: 3 clusters Score -2208586 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2209796.000000 Penalty: 5016.800781
	Iteration 6F: 3 clusters Score -2209796 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2210968.000000 Penalty: 5016.800781
	Iteration 7F: 3 clusters Score -2210968 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2212010.250000 Penalty: 5016.800781
	Iteration 8F: 3 clusters Score -2212010 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2212675.750000 Penalty: 5016.800781
	Iteration 9Q: 3 clusters Score -2212676 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2213052.750000 Penalty: 5016.800781
	Iteration 10Q: 3 clusters Score -2213053 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2213259.750000 Penalty: 5016.800781
	Iteration 11Q: 3 clusters Score -2213260 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2213414.750000 Penalty: 5016.800781
	Iteration 12Q: 3 clusters Score -2213415 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2213547.250000 Penalty: 5016.800781
	Iteration 13Q: 3 clusters Score -2213547 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2213669.250000 Penalty: 5016.800781
	Iteration 14Q: 3 clusters Score -2213669 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2213773.750000 Penalty: 5016.800781
	Iteration 15Q: 3 clusters Score -2213774 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2213860.750000 Penalty: 5016.800781
	Iteration 16Q: 3 clusters Score -2213861 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2213944.750000 Penalty: 5016.800781
	Iteration 17Q: 3 clusters Score -2213945 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2213988.500000 Penalty: 5016.800781
	Iteration 18Q: 3 clusters Score -2213988 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2214048.750000 Penalty: 5016.800781
	Iteration 19Q: 3 clusters Score -2214049 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2214133.250000 Penalty: 5016.800781
	Iteration 20F: 3 clusters Score -2214133 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2214186.500000 Penalty: 5016.800781
	Iteration 21Q: 3 clusters Score -2214186 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2214250.250000 Penalty: 5016.800781
	Iteration 22Q: 3 clusters Score -2214250 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2214297.250000 Penalty: 5016.800781
	Iteration 23Q: 3 clusters Score -2214297 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2214330.250000 Penalty: 5016.800781
	Iteration 24Q: 3 clusters Score -2214330 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2214365.500000 Penalty: 5016.800781
	Iteration 25Q: 3 clusters Score -2214366 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -2214393.500000 Penalty: 5016.800781
	Iteration 26Q: 3 clusters Score -2214394 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2214416.250000 Penalty: 5016.800781
	Iteration 27Q: 3 clusters Score -2214416 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -2214444.250000 Penalty: 5016.800781
	Iteration 28Q: 3 clusters Score -2214444 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2214473.250000 Penalty: 5016.800781
	Iteration 29Q: 3 clusters Score -2214473 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -2214489.750000 Penalty: 5016.800781
	Iteration 30Q: 3 clusters Score -2214490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2214522.000000 Penalty: 5016.800781
	Iteration 31Q: 3 clusters Score -2214522 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -2214544.500000 Penalty: 5016.800781
	Iteration 32Q: 3 clusters Score -2214544 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2214554.750000 Penalty: 5016.800781
	Iteration 33Q: 3 clusters Score -2214555 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -2214571.500000 Penalty: 5016.800781
	Iteration 34Q: 3 clusters Score -2214572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -2214591.750000 Penalty: 5016.800781
	Iteration 35Q: 3 clusters Score -2214592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2214609.000000 Penalty: 5016.800781
	Iteration 36Q: 3 clusters Score -2214609 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -2214621.750000 Penalty: 5016.800781
	Iteration 37Q: 3 clusters Score -2214622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -2214634.500000 Penalty: 5016.800781
	Iteration 38Q: 3 clusters Score -2214634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -2214643.250000 Penalty: 5016.800781
	Iteration 39Q: 3 clusters Score -2214643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -2214650.500000 Penalty: 5016.800781
	Iteration 40F: 3 clusters Score -2214650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -2214654.250000 Penalty: 5016.800781
	Iteration 41Q: 3 clusters Score -2214654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -2214656.500000 Penalty: 5016.800781
	Iteration 42Q: 3 clusters Score -2214656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -2214665.500000 Penalty: 5016.800781
	Iteration 43Q: 3 clusters Score -2214666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -2214663.000000 Penalty: 5016.800781
	Iteration 44Q: 3 clusters Score -2214663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2214666.750000 Penalty: 5016.800781
	Iteration 45Q: 3 clusters Score -2214667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -2214668.000000 Penalty: 5016.800781
	Iteration 46Q: 3 clusters Score -2214668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2214670.250000 Penalty: 5016.800781
	Iteration 47Q: 3 clusters Score -2214670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -2214670.000000 Penalty: 5016.800781
	Iteration 48Q: 3 clusters Score -2214670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -2214674.000000 Penalty: 5016.800781
	Iteration 49Q: 3 clusters Score -2214674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -2214672.250000 Penalty: 5016.800781
	Iteration 50Q: 3 clusters Score -2214672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -2214675.750000 Penalty: 5016.800781
	Iteration 51Q: 3 clusters Score -2214676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -2214677.250000 Penalty: 5016.800781
	Iteration 52Q: 3 clusters Score -2214677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -2214680.500000 Penalty: 5016.800781
	Iteration 53Q: 3 clusters Score -2214680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2214684.250000 Penalty: 5016.800781
	Iteration 54Q: 3 clusters Score -2214684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2214682.000000 Penalty: 5016.800781
	Iteration 55Q: 3 clusters Score -2214682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2214681.750000 Penalty: 5016.800781
	Iteration 56Q: 3 clusters Score -2214682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -2214682.500000 Penalty: 5016.800781
	Iteration 57Q: 3 clusters Score -2214682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -2214685.250000 Penalty: 5016.800781
	Iteration 58Q: 3 clusters Score -2214685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -2214684.750000 Penalty: 5016.800781
	Iteration 59Q: 3 clusters Score -2214685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -2214689.750000 Penalty: 5016.800781
	Iteration 60F: 3 clusters Score -2214690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -2214689.750000 Penalty: 5016.800781
	Iteration 61Q: 3 clusters Score -2214690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -2214688.500000 Penalty: 5016.800781
	Iteration 62Q: 3 clusters Score -2214688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -2214688.500000 Penalty: 5016.800781
	Iteration 63F: 3 clusters Score -2214688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (223353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223353 members 
Entering Unmasked Estep 
Score: -21964126.000000 Penalty: 3054.494141
	Iteration 0F: 2 clusters Score -2.196413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111453 members 
Mstep: Class 2 contains 111900 members 
Entering Unmasked Estep 
Score: -21816106.000000 Penalty: 6108.988281
	Iteration 0F: 3 clusters Score -2.181611e+07 nChanged 107910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108563 members 
Mstep: Class 2 contains 114790 members 
Entering Unmasked Estep 
Score: -21879860.000000 Penalty: 6108.988281
	Iteration 1F: 3 clusters Score -2.187986e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107151 members 
Mstep: Class 2 contains 116202 members 
Entering Unmasked Estep 
Score: -21881280.000000 Penalty: 6108.988281
	Iteration 2Q: 3 clusters Score -2.188128e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105143 members 
Mstep: Class 2 contains 118210 members 
Entering Unmasked Estep 
Score: -21882908.000000 Penalty: 6108.988281
	Iteration 3Q: 3 clusters Score -2.188291e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102222 members 
Mstep: Class 2 contains 121131 members 
Entering Unmasked Estep 
Score: -21884954.000000 Penalty: 6108.988281
	Iteration 4Q: 3 clusters Score -2.188495e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97898 members 
Mstep: Class 2 contains 125455 members 
Entering Unmasked Estep 
Score: -21888166.000000 Penalty: 6108.988281
	Iteration 5Q: 3 clusters Score -2.188817e+07 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91649 members 
Mstep: Class 2 contains 131704 members 
Entering Unmasked Estep 
Score: -21892336.000000 Penalty: 6108.988281
	Iteration 6Q: 3 clusters Score -2.189234e+07 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83060 members 
Mstep: Class 2 contains 140293 members 
Entering Unmasked Estep 
Score: -21898190.000000 Penalty: 6108.988281
	Iteration 7Q: 3 clusters Score -2.189819e+07 nChanged 12418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71850 members 
Mstep: Class 2 contains 151503 members 
Entering Unmasked Estep 
Score: -21905764.000000 Penalty: 6108.988281
	Iteration 8F: 3 clusters Score -2.190576e+07 nChanged 14168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 165337 members 
Entering Unmasked Estep 
Score: -21915492.000000 Penalty: 6108.988281
	Iteration 9F: 3 clusters Score -2.191549e+07 nChanged 15445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 180726 members 
Entering Unmasked Estep 
Score: -21927562.000000 Penalty: 6108.988281
	Iteration 10F: 3 clusters Score -2.192756e+07 nChanged 14956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 195674 members 
Entering Unmasked Estep 
Score: -21940106.000000 Penalty: 6108.988281
	Iteration 11F: 3 clusters Score -2.194011e+07 nChanged 11908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 207578 members 
Entering Unmasked Estep 
Score: -21949584.000000 Penalty: 6108.988281
	Iteration 12F: 3 clusters Score -2.194958e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 215331 members 
Entering Unmasked Estep 
Score: -21955624.000000 Penalty: 6108.988281
	Iteration 13Q: 3 clusters Score -2.195562e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 219440 members 
Entering Unmasked Estep 
Score: -21958644.000000 Penalty: 6108.988281
	Iteration 14Q: 3 clusters Score -2.195864e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 221307 members 
Entering Unmasked Estep 
Score: -21960022.000000 Penalty: 6108.988281
	Iteration 15Q: 3 clusters Score -2.196002e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 222122 members 
Entering Unmasked Estep 
Score: -21960616.000000 Penalty: 6108.988281
	Iteration 16Q: 3 clusters Score -2.196062e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 222488 members 
Entering Unmasked Estep 
Score: -21960968.000000 Penalty: 6108.988281
	Iteration 17Q: 3 clusters Score -2.196097e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 222657 members 
Entering Unmasked Estep 
Score: -21961132.000000 Penalty: 6108.988281
	Iteration 18Q: 3 clusters Score -2.196113e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 222748 members 
Entering Unmasked Estep 
Score: -21961236.000000 Penalty: 6108.988281
	Iteration 19Q: 3 clusters Score -2.196124e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 222798 members 
Entering Unmasked Estep 
Score: -21961286.000000 Penalty: 6108.988281
	Iteration 20F: 3 clusters Score -2.196129e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 222820 members 
Entering Unmasked Estep 
Score: -21961310.000000 Penalty: 6108.988281
	Iteration 21Q: 3 clusters Score -2.196131e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 222842 members 
Entering Unmasked Estep 
Score: -21961352.000000 Penalty: 6108.988281
	Iteration 22Q: 3 clusters Score -2.196135e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 222858 members 
Entering Unmasked Estep 
Score: -21961368.000000 Penalty: 6108.988281
	Iteration 23Q: 3 clusters Score -2.196137e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 222867 members 
Entering Unmasked Estep 
Score: -21961388.000000 Penalty: 6108.988281
	Iteration 24Q: 3 clusters Score -2.196139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 222879 members 
Entering Unmasked Estep 
Score: -21961402.000000 Penalty: 6108.988281
	Iteration 25Q: 3 clusters Score -2.19614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 222887 members 
Entering Unmasked Estep 
Score: -21961420.000000 Penalty: 6108.988281
	Iteration 26Q: 3 clusters Score -2.196142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 222894 members 
Entering Unmasked Estep 
Score: -21961444.000000 Penalty: 6108.988281
	Iteration 27Q: 3 clusters Score -2.196144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 222899 members 
Entering Unmasked Estep 
Score: -21961438.000000 Penalty: 6108.988281
	Iteration 28Q: 3 clusters Score -2.196144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 222909 members 
Entering Unmasked Estep 
Score: -21961452.000000 Penalty: 6108.988281
	Iteration 29Q: 3 clusters Score -2.196145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 222918 members 
Entering Unmasked Estep 
Score: -21961474.000000 Penalty: 6108.988281
	Iteration 30Q: 3 clusters Score -2.196147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 222918 members 
Entering Unmasked Estep 
Score: -21961476.000000 Penalty: 6108.988281
	Iteration 31Q: 3 clusters Score -2.196148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 222920 members 
Entering Unmasked Estep 
Score: -21961474.000000 Penalty: 6108.988281
	Iteration 32Q: 3 clusters Score -2.196147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 222922 members 
Entering Unmasked Estep 
Score: -21961484.000000 Penalty: 6108.988281
	Iteration 33Q: 3 clusters Score -2.196148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 222925 members 
Entering Unmasked Estep 
Score: -21961476.000000 Penalty: 6108.988281
	Iteration 34Q: 3 clusters Score -2.196148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 222928 members 
Entering Unmasked Estep 
Score: -21961478.000000 Penalty: 6108.988281
	Iteration 35Q: 3 clusters Score -2.196148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 222927 members 
Entering Unmasked Estep 
Score: -21961492.000000 Penalty: 6108.988281
	Iteration 36Q: 3 clusters Score -2.196149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 222924 members 
Entering Unmasked Estep 
Score: -21961486.000000 Penalty: 6108.988281
	Iteration 37Q: 3 clusters Score -2.196149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 222924 members 
Entering Unmasked Estep 
Score: -21961486.000000 Penalty: 6108.988281
	Iteration 38F: 3 clusters Score -2.196149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Entering Unmasked Estep 
Score: -1024942.437500 Penalty: 2293.604736
	Iteration 0F: 2 clusters Score -1024942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1017010.250000 Penalty: 4587.209473
	Iteration 0F: 3 clusters Score -1017010 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1019343.312500 Penalty: 4587.209473
	Iteration 1F: 3 clusters Score -1019343 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1019626.625000 Penalty: 4587.209473
	Iteration 2F: 3 clusters Score -1019627 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1019829.125000 Penalty: 4587.209473
	Iteration 3Q: 3 clusters Score -1019829 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1020026.187500 Penalty: 4587.209473
	Iteration 4Q: 3 clusters Score -1020026 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1020255.750000 Penalty: 4587.209473
	Iteration 5Q: 3 clusters Score -1020256 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1020524.062500 Penalty: 4587.209473
	Iteration 6Q: 3 clusters Score -1020524 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1020866.062500 Penalty: 4587.209473
	Iteration 7Q: 3 clusters Score -1020866 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1021260.750000 Penalty: 4587.209473
	Iteration 8Q: 3 clusters Score -1021261 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1021659.000000 Penalty: 4587.209473
	Iteration 9Q: 3 clusters Score -1021659 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1022028.437500 Penalty: 4587.209473
	Iteration 10Q: 3 clusters Score -1022028 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1022339.562500 Penalty: 4587.209473
	Iteration 11Q: 3 clusters Score -1022340 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1022563.375000 Penalty: 4587.209473
	Iteration 12Q: 3 clusters Score -1022563 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1022685.062500 Penalty: 4587.209473
	Iteration 13Q: 3 clusters Score -1022685 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1022767.062500 Penalty: 4587.209473
	Iteration 14Q: 3 clusters Score -1022767 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1022826.187500 Penalty: 4587.209473
	Iteration 15Q: 3 clusters Score -1022826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1022859.750000 Penalty: 4587.209473
	Iteration 16Q: 3 clusters Score -1022860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1022885.250000 Penalty: 4587.209473
	Iteration 17Q: 3 clusters Score -1022885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1022908.875000 Penalty: 4587.209473
	Iteration 18Q: 3 clusters Score -1022909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1022928.000000 Penalty: 4587.209473
	Iteration 19Q: 3 clusters Score -1022928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1022936.562500 Penalty: 4587.209473
	Iteration 20F: 3 clusters Score -1022937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1022943.500000 Penalty: 4587.209473
	Iteration 21Q: 3 clusters Score -1022944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1022946.812500 Penalty: 4587.209473
	Iteration 22Q: 3 clusters Score -1022947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1022955.937500 Penalty: 4587.209473
	Iteration 23Q: 3 clusters Score -1022956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1022976.812500 Penalty: 4587.209473
	Iteration 24Q: 3 clusters Score -1022977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1022983.312500 Penalty: 4587.209473
	Iteration 25Q: 3 clusters Score -1022983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1022989.437500 Penalty: 4587.209473
	Iteration 26Q: 3 clusters Score -1022989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1022991.250000 Penalty: 4587.209473
	Iteration 27Q: 3 clusters Score -1022991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1022992.812500 Penalty: 4587.209473
	Iteration 28Q: 3 clusters Score -1022993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1022992.500000 Penalty: 4587.209473
	Iteration 29Q: 3 clusters Score -1022992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1022992.500000 Penalty: 4587.209473
	Iteration 30F: 3 clusters Score -1022992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Entering Unmasked Estep 
Score: -2196682.500000 Penalty: 2487.950195
	Iteration 0F: 2 clusters Score -2196682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2180814.500000 Penalty: 4975.900391
	Iteration 0F: 3 clusters Score -2180814 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2186213.750000 Penalty: 4975.900391
	Iteration 1F: 3 clusters Score -2186214 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2186673.500000 Penalty: 4975.900391
	Iteration 2F: 3 clusters Score -2186674 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2187047.000000 Penalty: 4975.900391
	Iteration 3Q: 3 clusters Score -2187047 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2187352.750000 Penalty: 4975.900391
	Iteration 4Q: 3 clusters Score -2187353 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2187598.500000 Penalty: 4975.900391
	Iteration 5Q: 3 clusters Score -2187598 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2187901.500000 Penalty: 4975.900391
	Iteration 6Q: 3 clusters Score -2187902 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2188274.500000 Penalty: 4975.900391
	Iteration 7Q: 3 clusters Score -2188274 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2188734.000000 Penalty: 4975.900391
	Iteration 8Q: 3 clusters Score -2188734 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2189345.500000 Penalty: 4975.900391
	Iteration 9Q: 3 clusters Score -2189346 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2190055.500000 Penalty: 4975.900391
	Iteration 10Q: 3 clusters Score -2190056 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2190803.000000 Penalty: 4975.900391
	Iteration 11Q: 3 clusters Score -2190803 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2191528.750000 Penalty: 4975.900391
	Iteration 12Q: 3 clusters Score -2191529 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2192209.000000 Penalty: 4975.900391
	Iteration 13Q: 3 clusters Score -2192209 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2192740.000000 Penalty: 4975.900391
	Iteration 14Q: 3 clusters Score -2192740 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2193122.250000 Penalty: 4975.900391
	Iteration 15Q: 3 clusters Score -2193122 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2193419.750000 Penalty: 4975.900391
	Iteration 16Q: 3 clusters Score -2193420 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2193660.500000 Penalty: 4975.900391
	Iteration 17Q: 3 clusters Score -2193660 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2193852.500000 Penalty: 4975.900391
	Iteration 18Q: 3 clusters Score -2193852 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2194031.750000 Penalty: 4975.900391
	Iteration 19Q: 3 clusters Score -2194032 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -2194152.750000 Penalty: 4975.900391
	Iteration 20F: 3 clusters Score -2194153 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -2194245.000000 Penalty: 4975.900391
	Iteration 21Q: 3 clusters Score -2194245 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2194313.500000 Penalty: 4975.900391
	Iteration 22Q: 3 clusters Score -2194314 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2194364.000000 Penalty: 4975.900391
	Iteration 23Q: 3 clusters Score -2194364 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -2194395.000000 Penalty: 4975.900391
	Iteration 24Q: 3 clusters Score -2194395 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2194431.250000 Penalty: 4975.900391
	Iteration 25Q: 3 clusters Score -2194431 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2194458.250000 Penalty: 4975.900391
	Iteration 26Q: 3 clusters Score -2194458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -2194491.250000 Penalty: 4975.900391
	Iteration 27Q: 3 clusters Score -2194491 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2194518.000000 Penalty: 4975.900391
	Iteration 28Q: 3 clusters Score -2194518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2194538.250000 Penalty: 4975.900391
	Iteration 29Q: 3 clusters Score -2194538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2194556.000000 Penalty: 4975.900391
	Iteration 30Q: 3 clusters Score -2194556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2194564.500000 Penalty: 4975.900391
	Iteration 31Q: 3 clusters Score -2194564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -2194572.250000 Penalty: 4975.900391
	Iteration 32Q: 3 clusters Score -2194572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2194579.250000 Penalty: 4975.900391
	Iteration 33Q: 3 clusters Score -2194579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -2194585.000000 Penalty: 4975.900391
	Iteration 34Q: 3 clusters Score -2194585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2194595.000000 Penalty: 4975.900391
	Iteration 35Q: 3 clusters Score -2194595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -2194594.500000 Penalty: 4975.900391
	Iteration 36Q: 3 clusters Score -2194594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2194599.000000 Penalty: 4975.900391
	Iteration 37Q: 3 clusters Score -2194599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2194601.000000 Penalty: 4975.900391
	Iteration 38Q: 3 clusters Score -2194601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2194603.000000 Penalty: 4975.900391
	Iteration 39Q: 3 clusters Score -2194603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2194604.000000 Penalty: 4975.900391
	Iteration 40F: 3 clusters Score -2194604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2194607.000000 Penalty: 4975.900391
	Iteration 41Q: 3 clusters Score -2194607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2194607.000000 Penalty: 4975.900391
	Iteration 42F: 3 clusters Score -2194607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Entering Unmasked Estep 
Score: -1076213.875000 Penalty: 2314.715820
	Iteration 0F: 2 clusters Score -1076214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1067712.125000 Penalty: 4629.431641
	Iteration 0F: 3 clusters Score -1067712 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1070340.750000 Penalty: 4629.431641
	Iteration 1F: 3 clusters Score -1070341 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1070694.250000 Penalty: 4629.431641
	Iteration 2F: 3 clusters Score -1070694 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1071020.500000 Penalty: 4629.431641
	Iteration 3F: 3 clusters Score -1071020 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1071416.750000 Penalty: 4629.431641
	Iteration 4F: 3 clusters Score -1071417 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1071817.375000 Penalty: 4629.431641
	Iteration 5F: 3 clusters Score -1071817 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1072189.250000 Penalty: 4629.431641
	Iteration 6F: 3 clusters Score -1072189 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1072510.875000 Penalty: 4629.431641
	Iteration 7F: 3 clusters Score -1072511 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1072782.500000 Penalty: 4629.431641
	Iteration 8Q: 3 clusters Score -1072782 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1072978.875000 Penalty: 4629.431641
	Iteration 9Q: 3 clusters Score -1072979 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1073145.125000 Penalty: 4629.431641
	Iteration 10Q: 3 clusters Score -1073145 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1073260.250000 Penalty: 4629.431641
	Iteration 11Q: 3 clusters Score -1073260 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1073344.625000 Penalty: 4629.431641
	Iteration 12Q: 3 clusters Score -1073345 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1073425.375000 Penalty: 4629.431641
	Iteration 13Q: 3 clusters Score -1073425 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1073496.875000 Penalty: 4629.431641
	Iteration 14Q: 3 clusters Score -1073497 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1073564.000000 Penalty: 4629.431641
	Iteration 15Q: 3 clusters Score -1073564 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1073623.625000 Penalty: 4629.431641
	Iteration 16Q: 3 clusters Score -1073624 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1073673.500000 Penalty: 4629.431641
	Iteration 17Q: 3 clusters Score -1073674 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1073713.875000 Penalty: 4629.431641
	Iteration 18Q: 3 clusters Score -1073714 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1073755.125000 Penalty: 4629.431641
	Iteration 19Q: 3 clusters Score -1073755 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1073791.000000 Penalty: 4629.431641
	Iteration 20F: 3 clusters Score -1073791 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1073821.375000 Penalty: 4629.431641
	Iteration 21Q: 3 clusters Score -1073821 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1073858.875000 Penalty: 4629.431641
	Iteration 22Q: 3 clusters Score -1073859 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1073895.625000 Penalty: 4629.431641
	Iteration 23Q: 3 clusters Score -1073896 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1073933.125000 Penalty: 4629.431641
	Iteration 24Q: 3 clusters Score -1073933 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1073965.875000 Penalty: 4629.431641
	Iteration 25Q: 3 clusters Score -1073966 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1074007.375000 Penalty: 4629.431641
	Iteration 26Q: 3 clusters Score -1074007 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1074061.125000 Penalty: 4629.431641
	Iteration 27Q: 3 clusters Score -1074061 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1074120.875000 Penalty: 4629.431641
	Iteration 28Q: 3 clusters Score -1074121 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1074187.500000 Penalty: 4629.431641
	Iteration 29Q: 3 clusters Score -1074188 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1074264.500000 Penalty: 4629.431641
	Iteration 30Q: 3 clusters Score -1074264 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1074350.125000 Penalty: 4629.431641
	Iteration 31Q: 3 clusters Score -1074350 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1074447.125000 Penalty: 4629.431641
	Iteration 32Q: 3 clusters Score -1074447 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1074562.250000 Penalty: 4629.431641
	Iteration 33Q: 3 clusters Score -1074562 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1074656.750000 Penalty: 4629.431641
	Iteration 34Q: 3 clusters Score -1074657 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1074743.625000 Penalty: 4629.431641
	Iteration 35Q: 3 clusters Score -1074744 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1074824.375000 Penalty: 4629.431641
	Iteration 36Q: 3 clusters Score -1074824 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1074906.500000 Penalty: 4629.431641
	Iteration 37Q: 3 clusters Score -1074906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1074967.750000 Penalty: 4629.431641
	Iteration 38Q: 3 clusters Score -1074968 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1074995.125000 Penalty: 4629.431641
	Iteration 39Q: 3 clusters Score -1074995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1075007.125000 Penalty: 4629.431641
	Iteration 40F: 3 clusters Score -1075007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1075009.625000 Penalty: 4629.431641
	Iteration 41Q: 3 clusters Score -1075010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1075014.625000 Penalty: 4629.431641
	Iteration 42Q: 3 clusters Score -1075015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1075017.875000 Penalty: 4629.431641
	Iteration 43Q: 3 clusters Score -1075018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1075017.375000 Penalty: 4629.431641
	Iteration 44Q: 3 clusters Score -1075017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1075020.625000 Penalty: 4629.431641
	Iteration 45Q: 3 clusters Score -1075021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1075020.625000 Penalty: 4629.431641
	Iteration 46F: 3 clusters Score -1075021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (228882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228882 members 
Entering Unmasked Estep 
Score: -22529848.000000 Penalty: 3060.558350
	Iteration 0F: 2 clusters Score -2.252985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114611 members 
Mstep: Class 2 contains 114271 members 
Entering Unmasked Estep 
Score: -22377160.000000 Penalty: 6121.116699
	Iteration 0F: 3 clusters Score -2.237716e+07 nChanged 110242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117405 members 
Mstep: Class 2 contains 111477 members 
Entering Unmasked Estep 
Score: -22441904.000000 Penalty: 6121.116699
	Iteration 1F: 3 clusters Score -2.24419e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119577 members 
Mstep: Class 2 contains 109305 members 
Entering Unmasked Estep 
Score: -22443126.000000 Penalty: 6121.116699
	Iteration 2Q: 3 clusters Score -2.244313e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122939 members 
Mstep: Class 2 contains 105943 members 
Entering Unmasked Estep 
Score: -22444668.000000 Penalty: 6121.116699
	Iteration 3Q: 3 clusters Score -2.244467e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128068 members 
Mstep: Class 2 contains 100814 members 
Entering Unmasked Estep 
Score: -22447056.000000 Penalty: 6121.116699
	Iteration 4Q: 3 clusters Score -2.244706e+07 nChanged 9712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135872 members 
Mstep: Class 2 contains 93010 members 
Entering Unmasked Estep 
Score: -22450886.000000 Penalty: 6121.116699
	Iteration 5Q: 3 clusters Score -2.245089e+07 nChanged 12520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147132 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
Score: -22457214.000000 Penalty: 6121.116699
	Iteration 6F: 3 clusters Score -2.245721e+07 nChanged 16224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162682 members 
Mstep: Class 2 contains 66200 members 
Entering Unmasked Estep 
Score: -22468334.000000 Penalty: 6121.116699
	Iteration 7F: 3 clusters Score -2.246833e+07 nChanged 18988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181410 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -22484046.000000 Penalty: 6121.116699
	Iteration 8F: 3 clusters Score -2.248405e+07 nChanged 18722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200032 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -22500962.000000 Penalty: 6121.116699
	Iteration 9F: 3 clusters Score -2.250096e+07 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214279 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -22514426.000000 Penalty: 6121.116699
	Iteration 10F: 3 clusters Score -2.251443e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222503 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -22522182.000000 Penalty: 6121.116699
	Iteration 11Q: 3 clusters Score -2.252218e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226152 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -22525248.000000 Penalty: 6121.116699
	Iteration 12Q: 3 clusters Score -2.252525e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227499 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -22526376.000000 Penalty: 6121.116699
	Iteration 13Q: 3 clusters Score -2.252638e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227996 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -22526824.000000 Penalty: 6121.116699
	Iteration 14Q: 3 clusters Score -2.252682e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228171 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -22526972.000000 Penalty: 6121.116699
	Iteration 15Q: 3 clusters Score -2.252697e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228250 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -22527082.000000 Penalty: 6121.116699
	Iteration 16Q: 3 clusters Score -2.252708e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228279 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -22527154.000000 Penalty: 6121.116699
	Iteration 17Q: 3 clusters Score -2.252715e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228308 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -22527206.000000 Penalty: 6121.116699
	Iteration 18Q: 3 clusters Score -2.252721e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228325 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22527244.000000 Penalty: 6121.116699
	Iteration 19Q: 3 clusters Score -2.252724e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228330 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -22527230.000000 Penalty: 6121.116699
	Iteration 20F: 3 clusters Score -2.252723e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228338 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -22527260.000000 Penalty: 6121.116699
	Iteration 21Q: 3 clusters Score -2.252726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228346 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -22527294.000000 Penalty: 6121.116699
	Iteration 22Q: 3 clusters Score -2.252729e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228349 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -22527300.000000 Penalty: 6121.116699
	Iteration 23Q: 3 clusters Score -2.25273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228352 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -22527302.000000 Penalty: 6121.116699
	Iteration 24Q: 3 clusters Score -2.25273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228354 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -22527308.000000 Penalty: 6121.116699
	Iteration 25Q: 3 clusters Score -2.252731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228349 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -22527330.000000 Penalty: 6121.116699
	Iteration 26Q: 3 clusters Score -2.252733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228348 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -22527328.000000 Penalty: 6121.116699
	Iteration 27Q: 3 clusters Score -2.252733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228348 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -22527328.000000 Penalty: 6121.116699
	Iteration 28F: 3 clusters Score -2.252733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Entering Unmasked Estep 
Score: -1237521.000000 Penalty: 2351.717285
	Iteration 0F: 2 clusters Score -1237521 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 6547 members 
Entering Unmasked Estep 
Score: -1227897.250000 Penalty: 4703.434570
	Iteration 0F: 3 clusters Score -1227897 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1231049.000000 Penalty: 4703.434570
	Iteration 1F: 3 clusters Score -1231049 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1231879.625000 Penalty: 4703.434570
	Iteration 2F: 3 clusters Score -1231880 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1232762.500000 Penalty: 4703.434570
	Iteration 3F: 3 clusters Score -1232762 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1233659.125000 Penalty: 4703.434570
	Iteration 4F: 3 clusters Score -1233659 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1234566.875000 Penalty: 4703.434570
	Iteration 5F: 3 clusters Score -1234567 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1235323.000000 Penalty: 4703.434570
	Iteration 6F: 3 clusters Score -1235323 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1235847.500000 Penalty: 4703.434570
	Iteration 7F: 3 clusters Score -1235848 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1236183.125000 Penalty: 4703.434570
	Iteration 8Q: 3 clusters Score -1236183 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1236413.125000 Penalty: 4703.434570
	Iteration 9Q: 3 clusters Score -1236413 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1236559.625000 Penalty: 4703.434570
	Iteration 10Q: 3 clusters Score -1236560 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1236670.000000 Penalty: 4703.434570
	Iteration 11Q: 3 clusters Score -1236670 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1236751.500000 Penalty: 4703.434570
	Iteration 12Q: 3 clusters Score -1236752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1236797.250000 Penalty: 4703.434570
	Iteration 13Q: 3 clusters Score -1236797 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1236829.625000 Penalty: 4703.434570
	Iteration 14Q: 3 clusters Score -1236830 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1236851.250000 Penalty: 4703.434570
	Iteration 15Q: 3 clusters Score -1236851 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1236868.875000 Penalty: 4703.434570
	Iteration 16Q: 3 clusters Score -1236869 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1236886.500000 Penalty: 4703.434570
	Iteration 17Q: 3 clusters Score -1236886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1236897.500000 Penalty: 4703.434570
	Iteration 18Q: 3 clusters Score -1236898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1236905.000000 Penalty: 4703.434570
	Iteration 19Q: 3 clusters Score -1236905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1236916.875000 Penalty: 4703.434570
	Iteration 20F: 3 clusters Score -1236917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1236932.625000 Penalty: 4703.434570
	Iteration 21Q: 3 clusters Score -1236933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1236949.125000 Penalty: 4703.434570
	Iteration 22Q: 3 clusters Score -1236949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1236953.000000 Penalty: 4703.434570
	Iteration 23Q: 3 clusters Score -1236953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1236959.125000 Penalty: 4703.434570
	Iteration 24Q: 3 clusters Score -1236959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1236963.250000 Penalty: 4703.434570
	Iteration 25Q: 3 clusters Score -1236963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1236966.250000 Penalty: 4703.434570
	Iteration 26Q: 3 clusters Score -1236966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1236970.875000 Penalty: 4703.434570
	Iteration 27Q: 3 clusters Score -1236971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1236972.750000 Penalty: 4703.434570
	Iteration 28Q: 3 clusters Score -1236973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1236975.375000 Penalty: 4703.434570
	Iteration 29Q: 3 clusters Score -1236975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1236978.000000 Penalty: 4703.434570
	Iteration 30Q: 3 clusters Score -1236978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1236977.625000 Penalty: 4703.434570
	Iteration 31Q: 3 clusters Score -1236978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1236978.750000 Penalty: 4703.434570
	Iteration 32Q: 3 clusters Score -1236979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1236978.750000 Penalty: 4703.434570
	Iteration 33F: 3 clusters Score -1236979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Entering Unmasked Estep 
Score: -6214539.000000 Penalty: 2744.487793
	Iteration 0F: 2 clusters Score -6214539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -6171658.000000 Penalty: 5488.975586
	Iteration 0F: 3 clusters Score -6171658 nChanged 29874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -6188359.500000 Penalty: 5488.975586
	Iteration 1F: 3 clusters Score -6188360 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -6189111.000000 Penalty: 5488.975586
	Iteration 2Q: 3 clusters Score -6189111 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -6189969.500000 Penalty: 5488.975586
	Iteration 3Q: 3 clusters Score -6189970 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -6191133.000000 Penalty: 5488.975586
	Iteration 4Q: 3 clusters Score -6191133 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -6192705.500000 Penalty: 5488.975586
	Iteration 5Q: 3 clusters Score -6192706 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -6194695.500000 Penalty: 5488.975586
	Iteration 6F: 3 clusters Score -6194696 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -6197192.500000 Penalty: 5488.975586
	Iteration 7F: 3 clusters Score -6197192 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -6199789.000000 Penalty: 5488.975586
	Iteration 8F: 3 clusters Score -6199789 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -6201991.000000 Penalty: 5488.975586
	Iteration 9F: 3 clusters Score -6201991 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -6203313.500000 Penalty: 5488.975586
	Iteration 10Q: 3 clusters Score -6203314 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -6203974.500000 Penalty: 5488.975586
	Iteration 11Q: 3 clusters Score -6203974 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -6204308.500000 Penalty: 5488.975586
	Iteration 12Q: 3 clusters Score -6204308 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -6204473.500000 Penalty: 5488.975586
	Iteration 13Q: 3 clusters Score -6204474 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -6204644.000000 Penalty: 5488.975586
	Iteration 14Q: 3 clusters Score -6204644 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -6204836.500000 Penalty: 5488.975586
	Iteration 15Q: 3 clusters Score -6204836 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -6205003.500000 Penalty: 5488.975586
	Iteration 16Q: 3 clusters Score -6205004 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -6205254.000000 Penalty: 5488.975586
	Iteration 17Q: 3 clusters Score -6205254 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -6205475.500000 Penalty: 5488.975586
	Iteration 18Q: 3 clusters Score -6205476 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -6205827.000000 Penalty: 5488.975586
	Iteration 19Q: 3 clusters Score -6205827 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -6206151.000000 Penalty: 5488.975586
	Iteration 20F: 3 clusters Score -6206151 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -6206557.000000 Penalty: 5488.975586
	Iteration 21Q: 3 clusters Score -6206557 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -6206893.000000 Penalty: 5488.975586
	Iteration 22Q: 3 clusters Score -6206893 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -6207303.000000 Penalty: 5488.975586
	Iteration 23Q: 3 clusters Score -6207303 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -6207701.500000 Penalty: 5488.975586
	Iteration 24Q: 3 clusters Score -6207702 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -6208054.500000 Penalty: 5488.975586
	Iteration 25Q: 3 clusters Score -6208054 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -6208383.000000 Penalty: 5488.975586
	Iteration 26Q: 3 clusters Score -6208383 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -6208735.000000 Penalty: 5488.975586
	Iteration 27Q: 3 clusters Score -6208735 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -6209065.500000 Penalty: 5488.975586
	Iteration 28Q: 3 clusters Score -6209066 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -6209368.500000 Penalty: 5488.975586
	Iteration 29Q: 3 clusters Score -6209368 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -6209622.500000 Penalty: 5488.975586
	Iteration 30Q: 3 clusters Score -6209622 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -6209949.500000 Penalty: 5488.975586
	Iteration 31Q: 3 clusters Score -6209950 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -6210160.500000 Penalty: 5488.975586
	Iteration 32Q: 3 clusters Score -6210160 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -6210387.500000 Penalty: 5488.975586
	Iteration 33Q: 3 clusters Score -6210388 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -6210616.500000 Penalty: 5488.975586
	Iteration 34Q: 3 clusters Score -6210616 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -6210859.000000 Penalty: 5488.975586
	Iteration 35Q: 3 clusters Score -6210859 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -6211050.000000 Penalty: 5488.975586
	Iteration 36Q: 3 clusters Score -6211050 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -6211161.000000 Penalty: 5488.975586
	Iteration 37Q: 3 clusters Score -6211161 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -6211317.000000 Penalty: 5488.975586
	Iteration 38Q: 3 clusters Score -6211317 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -6211434.000000 Penalty: 5488.975586
	Iteration 39Q: 3 clusters Score -6211434 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -6211587.000000 Penalty: 5488.975586
	Iteration 40F: 3 clusters Score -6211587 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -6211710.000000 Penalty: 5488.975586
	Iteration 41Q: 3 clusters Score -6211710 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -6211856.000000 Penalty: 5488.975586
	Iteration 42Q: 3 clusters Score -6211856 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -6212039.500000 Penalty: 5488.975586
	Iteration 43Q: 3 clusters Score -6212040 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -6212162.000000 Penalty: 5488.975586
	Iteration 44Q: 3 clusters Score -6212162 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -6212316.000000 Penalty: 5488.975586
	Iteration 45Q: 3 clusters Score -6212316 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -6212448.500000 Penalty: 5488.975586
	Iteration 46Q: 3 clusters Score -6212448 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -6212582.500000 Penalty: 5488.975586
	Iteration 47Q: 3 clusters Score -6212582 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -6212766.000000 Penalty: 5488.975586
	Iteration 48Q: 3 clusters Score -6212766 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -6212873.500000 Penalty: 5488.975586
	Iteration 49Q: 3 clusters Score -6212874 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -6212988.000000 Penalty: 5488.975586
	Iteration 50Q: 3 clusters Score -6212988 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -6213013.500000 Penalty: 5488.975586
	Iteration 51Q: 3 clusters Score -6213014 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -6213092.500000 Penalty: 5488.975586
	Iteration 52Q: 3 clusters Score -6213092 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -6213155.500000 Penalty: 5488.975586
	Iteration 53Q: 3 clusters Score -6213156 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -6213222.000000 Penalty: 5488.975586
	Iteration 54Q: 3 clusters Score -6213222 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -6213288.500000 Penalty: 5488.975586
	Iteration 55Q: 3 clusters Score -6213288 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -6213331.000000 Penalty: 5488.975586
	Iteration 56Q: 3 clusters Score -6213331 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -6213365.000000 Penalty: 5488.975586
	Iteration 57Q: 3 clusters Score -6213365 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -6213404.500000 Penalty: 5488.975586
	Iteration 58Q: 3 clusters Score -6213404 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -6213436.000000 Penalty: 5488.975586
	Iteration 59Q: 3 clusters Score -6213436 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56184 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -6213432.000000 Penalty: 5488.975586
	Iteration 60F: 3 clusters Score -6213432 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -6213448.000000 Penalty: 5488.975586
	Iteration 61Q: 3 clusters Score -6213448 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -6213457.000000 Penalty: 5488.975586
	Iteration 62Q: 3 clusters Score -6213457 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -6213454.500000 Penalty: 5488.975586
	Iteration 63Q: 3 clusters Score -6213454 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -6213459.500000 Penalty: 5488.975586
	Iteration 64Q: 3 clusters Score -6213460 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -6213473.500000 Penalty: 5488.975586
	Iteration 65Q: 3 clusters Score -6213474 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -6213474.500000 Penalty: 5488.975586
	Iteration 66Q: 3 clusters Score -6213474 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -6213479.500000 Penalty: 5488.975586
	Iteration 67Q: 3 clusters Score -6213480 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -6213495.000000 Penalty: 5488.975586
	Iteration 68Q: 3 clusters Score -6213495 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56858 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -6213500.000000 Penalty: 5488.975586
	Iteration 69Q: 3 clusters Score -6213500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -6213491.500000 Penalty: 5488.975586
	Iteration 70Q: 3 clusters Score -6213492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -6213518.500000 Penalty: 5488.975586
	Iteration 71Q: 3 clusters Score -6213518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -6213507.000000 Penalty: 5488.975586
	Iteration 72Q: 3 clusters Score -6213507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -6213517.000000 Penalty: 5488.975586
	Iteration 73Q: 3 clusters Score -6213517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57063 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -6213508.500000 Penalty: 5488.975586
	Iteration 74Q: 3 clusters Score -6213508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -6213521.500000 Penalty: 5488.975586
	Iteration 75Q: 3 clusters Score -6213522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -6213503.500000 Penalty: 5488.975586
	Iteration 76Q: 3 clusters Score -6213504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57166 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -6213509.500000 Penalty: 5488.975586
	Iteration 77Q: 3 clusters Score -6213510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57200 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -6213515.000000 Penalty: 5488.975586
	Iteration 78Q: 3 clusters Score -6213515 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -6213516.000000 Penalty: 5488.975586
	Iteration 79Q: 3 clusters Score -6213516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57280 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -6213504.000000 Penalty: 5488.975586
	Iteration 80F: 3 clusters Score -6213504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -6213508.000000 Penalty: 5488.975586
	Iteration 81Q: 3 clusters Score -6213508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -6213526.500000 Penalty: 5488.975586
	Iteration 82Q: 3 clusters Score -6213526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57402 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -6213531.500000 Penalty: 5488.975586
	Iteration 83Q: 3 clusters Score -6213532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57432 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -6213523.500000 Penalty: 5488.975586
	Iteration 84Q: 3 clusters Score -6213524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -6213528.000000 Penalty: 5488.975586
	Iteration 85Q: 3 clusters Score -6213528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -6213540.000000 Penalty: 5488.975586
	Iteration 86Q: 3 clusters Score -6213540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -6213537.500000 Penalty: 5488.975586
	Iteration 87Q: 3 clusters Score -6213538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57564 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -6213533.500000 Penalty: 5488.975586
	Iteration 88Q: 3 clusters Score -6213534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -6213551.500000 Penalty: 5488.975586
	Iteration 89Q: 3 clusters Score -6213552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -6213561.500000 Penalty: 5488.975586
	Iteration 90Q: 3 clusters Score -6213562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -6213569.500000 Penalty: 5488.975586
	Iteration 91Q: 3 clusters Score -6213570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -6213555.500000 Penalty: 5488.975586
	Iteration 92Q: 3 clusters Score -6213556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -6213560.000000 Penalty: 5488.975586
	Iteration 93Q: 3 clusters Score -6213560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -6213563.500000 Penalty: 5488.975586
	Iteration 94Q: 3 clusters Score -6213564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -6213547.500000 Penalty: 5488.975586
	Iteration 95Q: 3 clusters Score -6213548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -6213547.500000 Penalty: 5488.975586
	Iteration 96Q: 3 clusters Score -6213548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -6213561.500000 Penalty: 5488.975586
	Iteration 97Q: 3 clusters Score -6213562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -6213560.500000 Penalty: 5488.975586
	Iteration 98Q: 3 clusters Score -6213560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -6213565.500000 Penalty: 5488.975586
	Iteration 99Q: 3 clusters Score -6213566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -6213567.000000 Penalty: 5488.975586
	Iteration 100F: 3 clusters Score -6213567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -6213582.500000 Penalty: 5488.975586
	Iteration 101Q: 3 clusters Score -6213582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -6213586.500000 Penalty: 5488.975586
	Iteration 102Q: 3 clusters Score -6213586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -6213588.000000 Penalty: 5488.975586
	Iteration 103Q: 3 clusters Score -6213588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -6213589.500000 Penalty: 5488.975586
	Iteration 104Q: 3 clusters Score -6213590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -6213595.000000 Penalty: 5488.975586
	Iteration 105Q: 3 clusters Score -6213595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -6213586.000000 Penalty: 5488.975586
	Iteration 106Q: 3 clusters Score -6213586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -6213591.000000 Penalty: 5488.975586
	Iteration 107Q: 3 clusters Score -6213591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -6213597.000000 Penalty: 5488.975586
	Iteration 108Q: 3 clusters Score -6213597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -6213593.500000 Penalty: 5488.975586
	Iteration 109Q: 3 clusters Score -6213594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -6213605.500000 Penalty: 5488.975586
	Iteration 110Q: 3 clusters Score -6213606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -6213606.500000 Penalty: 5488.975586
	Iteration 111Q: 3 clusters Score -6213606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -6213606.000000 Penalty: 5488.975586
	Iteration 112Q: 3 clusters Score -6213606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -6213612.000000 Penalty: 5488.975586
	Iteration 113Q: 3 clusters Score -6213612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -6213609.500000 Penalty: 5488.975586
	Iteration 114Q: 3 clusters Score -6213610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -6213610.000000 Penalty: 5488.975586
	Iteration 115Q: 3 clusters Score -6213610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -6213612.000000 Penalty: 5488.975586
	Iteration 116Q: 3 clusters Score -6213612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -6213611.000000 Penalty: 5488.975586
	Iteration 117Q: 3 clusters Score -6213611 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -6213627.000000 Penalty: 5488.975586
	Iteration 118Q: 3 clusters Score -6213627 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -6213622.000000 Penalty: 5488.975586
	Iteration 119Q: 3 clusters Score -6213622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -6213631.000000 Penalty: 5488.975586
	Iteration 120F: 3 clusters Score -6213631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58116 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -6213654.000000 Penalty: 5488.975586
	Iteration 121Q: 3 clusters Score -6213654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -6213663.000000 Penalty: 5488.975586
	Iteration 122Q: 3 clusters Score -6213663 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -6213663.500000 Penalty: 5488.975586
	Iteration 123Q: 3 clusters Score -6213664 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58204 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -6213693.000000 Penalty: 5488.975586
	Iteration 124Q: 3 clusters Score -6213693 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -6213729.500000 Penalty: 5488.975586
	Iteration 125Q: 3 clusters Score -6213730 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -6213748.000000 Penalty: 5488.975586
	Iteration 126Q: 3 clusters Score -6213748 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -6213809.500000 Penalty: 5488.975586
	Iteration 127Q: 3 clusters Score -6213810 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -6213852.000000 Penalty: 5488.975586
	Iteration 128Q: 3 clusters Score -6213852 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -6213941.000000 Penalty: 5488.975586
	Iteration 129Q: 3 clusters Score -6213941 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -6214040.500000 Penalty: 5488.975586
	Iteration 130Q: 3 clusters Score -6214040 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -6214145.500000 Penalty: 5488.975586
	Iteration 131Q: 3 clusters Score -6214146 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -6214224.000000 Penalty: 5488.975586
	Iteration 132Q: 3 clusters Score -6214224 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58394 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -6214278.000000 Penalty: 5488.975586
	Iteration 133Q: 3 clusters Score -6214278 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -6214299.500000 Penalty: 5488.975586
	Iteration 134Q: 3 clusters Score -6214300 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -6214306.500000 Penalty: 5488.975586
	Iteration 135Q: 3 clusters Score -6214306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -6214304.500000 Penalty: 5488.975586
	Iteration 136Q: 3 clusters Score -6214304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -6214330.000000 Penalty: 5488.975586
	Iteration 137Q: 3 clusters Score -6214330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -6214324.500000 Penalty: 5488.975586
	Iteration 138Q: 3 clusters Score -6214324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -6214330.500000 Penalty: 5488.975586
	Iteration 139Q: 3 clusters Score -6214330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -6214325.000000 Penalty: 5488.975586
	Iteration 140F: 3 clusters Score -6214325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -6214328.000000 Penalty: 5488.975586
	Iteration 141Q: 3 clusters Score -6214328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -6214324.500000 Penalty: 5488.975586
	Iteration 142Q: 3 clusters Score -6214324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -6214315.500000 Penalty: 5488.975586
	Iteration 143Q: 3 clusters Score -6214316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -6214308.000000 Penalty: 5488.975586
	Iteration 144Q: 3 clusters Score -6214308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58166 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -6214298.500000 Penalty: 5488.975586
	Iteration 145Q: 3 clusters Score -6214298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -6214293.500000 Penalty: 5488.975586
	Iteration 146Q: 3 clusters Score -6214294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -6214300.500000 Penalty: 5488.975586
	Iteration 147Q: 3 clusters Score -6214300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -6214298.500000 Penalty: 5488.975586
	Iteration 148Q: 3 clusters Score -6214298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -6214302.000000 Penalty: 5488.975586
	Iteration 149Q: 3 clusters Score -6214302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -6214296.500000 Penalty: 5488.975586
	Iteration 150Q: 3 clusters Score -6214296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58104 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -6214295.500000 Penalty: 5488.975586
	Iteration 151Q: 3 clusters Score -6214296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -6214300.500000 Penalty: 5488.975586
	Iteration 152Q: 3 clusters Score -6214300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -6214301.000000 Penalty: 5488.975586
	Iteration 153Q: 3 clusters Score -6214301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -6214298.500000 Penalty: 5488.975586
	Iteration 154Q: 3 clusters Score -6214298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -6214298.500000 Penalty: 5488.975586
	Iteration 155F: 3 clusters Score -6214298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Entering Unmasked Estep 
Score: -1005928.000000 Penalty: 2301.568848
	Iteration 0F: 2 clusters Score -1005928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -997844.875000 Penalty: 4603.137695
	Iteration 0F: 3 clusters Score -997844.9 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1000217.812500 Penalty: 4603.137695
	Iteration 1F: 3 clusters Score -1000218 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1000611.312500 Penalty: 4603.137695
	Iteration 2F: 3 clusters Score -1000611 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1001003.750000 Penalty: 4603.137695
	Iteration 3F: 3 clusters Score -1001004 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1001401.687500 Penalty: 4603.137695
	Iteration 4F: 3 clusters Score -1001402 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1001841.125000 Penalty: 4603.137695
	Iteration 5F: 3 clusters Score -1001841 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1002353.500000 Penalty: 4603.137695
	Iteration 6F: 3 clusters Score -1002354 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1002875.812500 Penalty: 4603.137695
	Iteration 7F: 3 clusters Score -1002876 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1003418.000000 Penalty: 4603.137695
	Iteration 8F: 3 clusters Score -1003418 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1003952.562500 Penalty: 4603.137695
	Iteration 9F: 3 clusters Score -1003953 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1004332.750000 Penalty: 4603.137695
	Iteration 10Q: 3 clusters Score -1004333 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1004544.750000 Penalty: 4603.137695
	Iteration 11Q: 3 clusters Score -1004545 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1004669.500000 Penalty: 4603.137695
	Iteration 12Q: 3 clusters Score -1004670 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1004732.125000 Penalty: 4603.137695
	Iteration 13Q: 3 clusters Score -1004732 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1004765.562500 Penalty: 4603.137695
	Iteration 14Q: 3 clusters Score -1004766 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1004784.812500 Penalty: 4603.137695
	Iteration 15Q: 3 clusters Score -1004785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1004795.312500 Penalty: 4603.137695
	Iteration 16Q: 3 clusters Score -1004795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1004798.812500 Penalty: 4603.137695
	Iteration 17Q: 3 clusters Score -1004799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1004808.562500 Penalty: 4603.137695
	Iteration 18Q: 3 clusters Score -1004809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1004814.500000 Penalty: 4603.137695
	Iteration 19Q: 3 clusters Score -1004814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1004816.750000 Penalty: 4603.137695
	Iteration 20F: 3 clusters Score -1004817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1004822.562500 Penalty: 4603.137695
	Iteration 21Q: 3 clusters Score -1004823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1004829.437500 Penalty: 4603.137695
	Iteration 22Q: 3 clusters Score -1004829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1004834.437500 Penalty: 4603.137695
	Iteration 23Q: 3 clusters Score -1004834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1004834.812500 Penalty: 4603.137695
	Iteration 24Q: 3 clusters Score -1004835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1004838.062500 Penalty: 4603.137695
	Iteration 25Q: 3 clusters Score -1004838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1004837.437500 Penalty: 4603.137695
	Iteration 26Q: 3 clusters Score -1004837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1004839.875000 Penalty: 4603.137695
	Iteration 27Q: 3 clusters Score -1004840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1004842.312500 Penalty: 4603.137695
	Iteration 28Q: 3 clusters Score -1004842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1004841.750000 Penalty: 4603.137695
	Iteration 29Q: 3 clusters Score -1004842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1004843.625000 Penalty: 4603.137695
	Iteration 30Q: 3 clusters Score -1004844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1004846.687500 Penalty: 4603.137695
	Iteration 31Q: 3 clusters Score -1004847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1004846.187500 Penalty: 4603.137695
	Iteration 32Q: 3 clusters Score -1004846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1004851.812500 Penalty: 4603.137695
	Iteration 33Q: 3 clusters Score -1004852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1004850.562500 Penalty: 4603.137695
	Iteration 34Q: 3 clusters Score -1004851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1004850.937500 Penalty: 4603.137695
	Iteration 35Q: 3 clusters Score -1004851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1004850.375000 Penalty: 4603.137695
	Iteration 36Q: 3 clusters Score -1004850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1004850.375000 Penalty: 4603.137695
	Iteration 37F: 3 clusters Score -1004850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Entering Unmasked Estep 
Score: -438324.906250 Penalty: 2095.702148
	Iteration 0F: 2 clusters Score -438324.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -433974.562500 Penalty: 4191.404297
	Iteration 0F: 3 clusters Score -433974.6 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -434990.218750 Penalty: 4191.404297
	Iteration 1F: 3 clusters Score -434990.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -435166.843750 Penalty: 4191.404297
	Iteration 2F: 3 clusters Score -435166.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -435268.062500 Penalty: 4191.404297
	Iteration 3Q: 3 clusters Score -435268.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -435341.562500 Penalty: 4191.404297
	Iteration 4Q: 3 clusters Score -435341.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -435407.437500 Penalty: 4191.404297
	Iteration 5Q: 3 clusters Score -435407.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -435466.937500 Penalty: 4191.404297
	Iteration 6Q: 3 clusters Score -435466.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -435518.437500 Penalty: 4191.404297
	Iteration 7Q: 3 clusters Score -435518.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -435569.500000 Penalty: 4191.404297
	Iteration 8Q: 3 clusters Score -435569.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -435616.843750 Penalty: 4191.404297
	Iteration 9Q: 3 clusters Score -435616.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -435654.812500 Penalty: 4191.404297
	Iteration 10Q: 3 clusters Score -435654.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -435694.843750 Penalty: 4191.404297
	Iteration 11Q: 3 clusters Score -435694.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -435736.281250 Penalty: 4191.404297
	Iteration 12Q: 3 clusters Score -435736.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -435781.468750 Penalty: 4191.404297
	Iteration 13Q: 3 clusters Score -435781.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -435835.406250 Penalty: 4191.404297
	Iteration 14Q: 3 clusters Score -435835.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -435886.125000 Penalty: 4191.404297
	Iteration 15Q: 3 clusters Score -435886.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -435918.656250 Penalty: 4191.404297
	Iteration 16Q: 3 clusters Score -435918.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -435945.468750 Penalty: 4191.404297
	Iteration 17Q: 3 clusters Score -435945.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -435967.750000 Penalty: 4191.404297
	Iteration 18Q: 3 clusters Score -435967.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -435988.562500 Penalty: 4191.404297
	Iteration 19Q: 3 clusters Score -435988.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -436020.812500 Penalty: 4191.404297
	Iteration 20F: 3 clusters Score -436020.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -436053.500000 Penalty: 4191.404297
	Iteration 21Q: 3 clusters Score -436053.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -436094.031250 Penalty: 4191.404297
	Iteration 22Q: 3 clusters Score -436094 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -436140.000000 Penalty: 4191.404297
	Iteration 23Q: 3 clusters Score -436140 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -436190.312500 Penalty: 4191.404297
	Iteration 24Q: 3 clusters Score -436190.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -436230.062500 Penalty: 4191.404297
	Iteration 25Q: 3 clusters Score -436230.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -436263.500000 Penalty: 4191.404297
	Iteration 26Q: 3 clusters Score -436263.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -436289.968750 Penalty: 4191.404297
	Iteration 27Q: 3 clusters Score -436290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -436310.656250 Penalty: 4191.404297
	Iteration 28Q: 3 clusters Score -436310.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -436326.531250 Penalty: 4191.404297
	Iteration 29Q: 3 clusters Score -436326.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -436346.531250 Penalty: 4191.404297
	Iteration 30Q: 3 clusters Score -436346.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -436368.156250 Penalty: 4191.404297
	Iteration 31Q: 3 clusters Score -436368.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -436391.062500 Penalty: 4191.404297
	Iteration 32Q: 3 clusters Score -436391.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -436410.031250 Penalty: 4191.404297
	Iteration 33Q: 3 clusters Score -436410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -436419.812500 Penalty: 4191.404297
	Iteration 34Q: 3 clusters Score -436419.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -436428.500000 Penalty: 4191.404297
	Iteration 35Q: 3 clusters Score -436428.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -436440.343750 Penalty: 4191.404297
	Iteration 36Q: 3 clusters Score -436440.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -436447.000000 Penalty: 4191.404297
	Iteration 37Q: 3 clusters Score -436447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -436453.343750 Penalty: 4191.404297
	Iteration 38Q: 3 clusters Score -436453.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -436457.187500 Penalty: 4191.404297
	Iteration 39Q: 3 clusters Score -436457.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -436462.843750 Penalty: 4191.404297
	Iteration 40F: 3 clusters Score -436462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -436465.437500 Penalty: 4191.404297
	Iteration 41Q: 3 clusters Score -436465.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -436468.187500 Penalty: 4191.404297
	Iteration 42Q: 3 clusters Score -436468.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -436468.312500 Penalty: 4191.404297
	Iteration 43Q: 3 clusters Score -436468.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -436469.062500 Penalty: 4191.404297
	Iteration 44Q: 3 clusters Score -436469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -436470.562500 Penalty: 4191.404297
	Iteration 45Q: 3 clusters Score -436470.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -436471.406250 Penalty: 4191.404297
	Iteration 46Q: 3 clusters Score -436471.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -436471.406250 Penalty: 4191.404297
	Iteration 47F: 3 clusters Score -436471.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -633557.750000 Penalty: 2189.066650
	Iteration 0F: 2 clusters Score -633557.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -627907.812500 Penalty: 4378.133301
	Iteration 0F: 3 clusters Score -627907.8 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -629469.062500 Penalty: 4378.133301
	Iteration 1F: 3 clusters Score -629469.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -629761.375000 Penalty: 4378.133301
	Iteration 2F: 3 clusters Score -629761.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -629987.812500 Penalty: 4378.133301
	Iteration 3F: 3 clusters Score -629987.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -630168.937500 Penalty: 4378.133301
	Iteration 4Q: 3 clusters Score -630168.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -630321.687500 Penalty: 4378.133301
	Iteration 5Q: 3 clusters Score -630321.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -630448.062500 Penalty: 4378.133301
	Iteration 6Q: 3 clusters Score -630448.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -630568.062500 Penalty: 4378.133301
	Iteration 7Q: 3 clusters Score -630568.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -630666.750000 Penalty: 4378.133301
	Iteration 8Q: 3 clusters Score -630666.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -630755.437500 Penalty: 4378.133301
	Iteration 9Q: 3 clusters Score -630755.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -630859.562500 Penalty: 4378.133301
	Iteration 10Q: 3 clusters Score -630859.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -630965.750000 Penalty: 4378.133301
	Iteration 11Q: 3 clusters Score -630965.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -631074.750000 Penalty: 4378.133301
	Iteration 12Q: 3 clusters Score -631074.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -631163.000000 Penalty: 4378.133301
	Iteration 13Q: 3 clusters Score -631163 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -631239.000000 Penalty: 4378.133301
	Iteration 14Q: 3 clusters Score -631239 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -631301.562500 Penalty: 4378.133301
	Iteration 15Q: 3 clusters Score -631301.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -631347.312500 Penalty: 4378.133301
	Iteration 16Q: 3 clusters Score -631347.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -631388.062500 Penalty: 4378.133301
	Iteration 17Q: 3 clusters Score -631388.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -631413.812500 Penalty: 4378.133301
	Iteration 18Q: 3 clusters Score -631413.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -631440.375000 Penalty: 4378.133301
	Iteration 19Q: 3 clusters Score -631440.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -631470.750000 Penalty: 4378.133301
	Iteration 20F: 3 clusters Score -631470.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -631496.187500 Penalty: 4378.133301
	Iteration 21Q: 3 clusters Score -631496.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -631520.250000 Penalty: 4378.133301
	Iteration 22Q: 3 clusters Score -631520.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -631548.062500 Penalty: 4378.133301
	Iteration 23Q: 3 clusters Score -631548.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -631578.500000 Penalty: 4378.133301
	Iteration 24Q: 3 clusters Score -631578.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -631605.375000 Penalty: 4378.133301
	Iteration 25Q: 3 clusters Score -631605.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -631623.000000 Penalty: 4378.133301
	Iteration 26Q: 3 clusters Score -631623 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -631646.312500 Penalty: 4378.133301
	Iteration 27Q: 3 clusters Score -631646.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -631668.000000 Penalty: 4378.133301
	Iteration 28Q: 3 clusters Score -631668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -631694.562500 Penalty: 4378.133301
	Iteration 29Q: 3 clusters Score -631694.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -631719.000000 Penalty: 4378.133301
	Iteration 30Q: 3 clusters Score -631719 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -631738.187500 Penalty: 4378.133301
	Iteration 31Q: 3 clusters Score -631738.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -631761.375000 Penalty: 4378.133301
	Iteration 32Q: 3 clusters Score -631761.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -631776.125000 Penalty: 4378.133301
	Iteration 33Q: 3 clusters Score -631776.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -631795.750000 Penalty: 4378.133301
	Iteration 34Q: 3 clusters Score -631795.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -631812.625000 Penalty: 4378.133301
	Iteration 35Q: 3 clusters Score -631812.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -631837.312500 Penalty: 4378.133301
	Iteration 36Q: 3 clusters Score -631837.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -631861.437500 Penalty: 4378.133301
	Iteration 37Q: 3 clusters Score -631861.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -631887.312500 Penalty: 4378.133301
	Iteration 38Q: 3 clusters Score -631887.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -631909.000000 Penalty: 4378.133301
	Iteration 39Q: 3 clusters Score -631909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -631932.750000 Penalty: 4378.133301
	Iteration 40F: 3 clusters Score -631932.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -631953.062500 Penalty: 4378.133301
	Iteration 41Q: 3 clusters Score -631953.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -631976.500000 Penalty: 4378.133301
	Iteration 42Q: 3 clusters Score -631976.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -631999.312500 Penalty: 4378.133301
	Iteration 43Q: 3 clusters Score -631999.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -632017.250000 Penalty: 4378.133301
	Iteration 44Q: 3 clusters Score -632017.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -632037.125000 Penalty: 4378.133301
	Iteration 45Q: 3 clusters Score -632037.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -632051.062500 Penalty: 4378.133301
	Iteration 46Q: 3 clusters Score -632051.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -632060.562500 Penalty: 4378.133301
	Iteration 47Q: 3 clusters Score -632060.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -632068.062500 Penalty: 4378.133301
	Iteration 48Q: 3 clusters Score -632068.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -632074.312500 Penalty: 4378.133301
	Iteration 49Q: 3 clusters Score -632074.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -632078.562500 Penalty: 4378.133301
	Iteration 50Q: 3 clusters Score -632078.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -632085.000000 Penalty: 4378.133301
	Iteration 51Q: 3 clusters Score -632085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -632091.812500 Penalty: 4378.133301
	Iteration 52Q: 3 clusters Score -632091.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -632096.562500 Penalty: 4378.133301
	Iteration 53Q: 3 clusters Score -632096.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -632103.062500 Penalty: 4378.133301
	Iteration 54Q: 3 clusters Score -632103.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -632107.125000 Penalty: 4378.133301
	Iteration 55Q: 3 clusters Score -632107.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -632109.500000 Penalty: 4378.133301
	Iteration 56Q: 3 clusters Score -632109.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -632112.437500 Penalty: 4378.133301
	Iteration 57Q: 3 clusters Score -632112.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -632115.312500 Penalty: 4378.133301
	Iteration 58Q: 3 clusters Score -632115.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -632114.937500 Penalty: 4378.133301
	Iteration 59Q: 3 clusters Score -632114.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -632118.187500 Penalty: 4378.133301
	Iteration 60F: 3 clusters Score -632118.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -632117.937500 Penalty: 4378.133301
	Iteration 61Q: 3 clusters Score -632117.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -632119.562500 Penalty: 4378.133301
	Iteration 62Q: 3 clusters Score -632119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -632121.250000 Penalty: 4378.133301
	Iteration 63Q: 3 clusters Score -632121.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -632121.625000 Penalty: 4378.133301
	Iteration 64Q: 3 clusters Score -632121.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -632124.562500 Penalty: 4378.133301
	Iteration 65Q: 3 clusters Score -632124.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -632123.000000 Penalty: 4378.133301
	Iteration 66Q: 3 clusters Score -632123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -632124.312500 Penalty: 4378.133301
	Iteration 67Q: 3 clusters Score -632124.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -632124.312500 Penalty: 4378.133301
	Iteration 68Q: 3 clusters Score -632124.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -632124.062500 Penalty: 4378.133301
	Iteration 69Q: 3 clusters Score -632124.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -632124.062500 Penalty: 4378.133301
	Iteration 70F: 3 clusters Score -632124.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Entering Unmasked Estep 
Score: -949835.125000 Penalty: 2286.509277
	Iteration 0F: 2 clusters Score -949835.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -942131.875000 Penalty: 4573.018555
	Iteration 0F: 3 clusters Score -942131.9 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -944374.937500 Penalty: 4573.018555
	Iteration 1F: 3 clusters Score -944374.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -944701.937500 Penalty: 4573.018555
	Iteration 2F: 3 clusters Score -944701.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -944954.375000 Penalty: 4573.018555
	Iteration 3F: 3 clusters Score -944954.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -945215.562500 Penalty: 4573.018555
	Iteration 4Q: 3 clusters Score -945215.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -945460.187500 Penalty: 4573.018555
	Iteration 5Q: 3 clusters Score -945460.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -945732.375000 Penalty: 4573.018555
	Iteration 6Q: 3 clusters Score -945732.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -946040.812500 Penalty: 4573.018555
	Iteration 7Q: 3 clusters Score -946040.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -946371.500000 Penalty: 4573.018555
	Iteration 8Q: 3 clusters Score -946371.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -946735.750000 Penalty: 4573.018555
	Iteration 9Q: 3 clusters Score -946735.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -947129.875000 Penalty: 4573.018555
	Iteration 10Q: 3 clusters Score -947129.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -947559.625000 Penalty: 4573.018555
	Iteration 11Q: 3 clusters Score -947559.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -947944.250000 Penalty: 4573.018555
	Iteration 12Q: 3 clusters Score -947944.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -948290.562500 Penalty: 4573.018555
	Iteration 13Q: 3 clusters Score -948290.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -948544.937500 Penalty: 4573.018555
	Iteration 14Q: 3 clusters Score -948544.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -948707.000000 Penalty: 4573.018555
	Iteration 15Q: 3 clusters Score -948707 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -948791.875000 Penalty: 4573.018555
	Iteration 16Q: 3 clusters Score -948791.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -948849.000000 Penalty: 4573.018555
	Iteration 17Q: 3 clusters Score -948849 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -948880.875000 Penalty: 4573.018555
	Iteration 18Q: 3 clusters Score -948880.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -948898.562500 Penalty: 4573.018555
	Iteration 19Q: 3 clusters Score -948898.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -948911.812500 Penalty: 4573.018555
	Iteration 20F: 3 clusters Score -948911.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -948918.687500 Penalty: 4573.018555
	Iteration 21Q: 3 clusters Score -948918.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -948923.625000 Penalty: 4573.018555
	Iteration 22Q: 3 clusters Score -948923.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -948927.125000 Penalty: 4573.018555
	Iteration 23Q: 3 clusters Score -948927.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -948928.625000 Penalty: 4573.018555
	Iteration 24Q: 3 clusters Score -948928.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -948929.312500 Penalty: 4573.018555
	Iteration 25Q: 3 clusters Score -948929.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -948931.062500 Penalty: 4573.018555
	Iteration 26Q: 3 clusters Score -948931.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -948933.187500 Penalty: 4573.018555
	Iteration 27Q: 3 clusters Score -948933.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -948934.625000 Penalty: 4573.018555
	Iteration 28Q: 3 clusters Score -948934.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -948934.625000 Penalty: 4573.018555
	Iteration 29F: 3 clusters Score -948934.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Entering Unmasked Estep 
Score: -646662.562500 Penalty: 2220.310303
	Iteration 0F: 2 clusters Score -646662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -640458.500000 Penalty: 4440.620605
	Iteration 0F: 3 clusters Score -640458.5 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -642384.062500 Penalty: 4440.620605
	Iteration 1F: 3 clusters Score -642384.1 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -642984.750000 Penalty: 4440.620605
	Iteration 2F: 3 clusters Score -642984.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -643532.375000 Penalty: 4440.620605
	Iteration 3F: 3 clusters Score -643532.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -644017.250000 Penalty: 4440.620605
	Iteration 4F: 3 clusters Score -644017.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -644467.312500 Penalty: 4440.620605
	Iteration 5F: 3 clusters Score -644467.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -644791.812500 Penalty: 4440.620605
	Iteration 6F: 3 clusters Score -644791.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -645057.125000 Penalty: 4440.620605
	Iteration 7Q: 3 clusters Score -645057.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -645241.562500 Penalty: 4440.620605
	Iteration 8Q: 3 clusters Score -645241.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -645386.375000 Penalty: 4440.620605
	Iteration 9Q: 3 clusters Score -645386.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -645487.125000 Penalty: 4440.620605
	Iteration 10Q: 3 clusters Score -645487.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -645556.812500 Penalty: 4440.620605
	Iteration 11Q: 3 clusters Score -645556.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -645611.375000 Penalty: 4440.620605
	Iteration 12Q: 3 clusters Score -645611.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -645646.562500 Penalty: 4440.620605
	Iteration 13Q: 3 clusters Score -645646.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -645668.125000 Penalty: 4440.620605
	Iteration 14Q: 3 clusters Score -645668.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -645686.500000 Penalty: 4440.620605
	Iteration 15Q: 3 clusters Score -645686.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -645696.750000 Penalty: 4440.620605
	Iteration 16Q: 3 clusters Score -645696.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -645703.625000 Penalty: 4440.620605
	Iteration 17Q: 3 clusters Score -645703.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -645707.875000 Penalty: 4440.620605
	Iteration 18Q: 3 clusters Score -645707.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -645712.625000 Penalty: 4440.620605
	Iteration 19Q: 3 clusters Score -645712.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -645711.062500 Penalty: 4440.620605
	Iteration 20F: 3 clusters Score -645711.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -645712.187500 Penalty: 4440.620605
	Iteration 21Q: 3 clusters Score -645712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -645713.500000 Penalty: 4440.620605
	Iteration 22Q: 3 clusters Score -645713.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -645714.125000 Penalty: 4440.620605
	Iteration 23Q: 3 clusters Score -645714.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -645715.187500 Penalty: 4440.620605
	Iteration 24Q: 3 clusters Score -645715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -645715.562500 Penalty: 4440.620605
	Iteration 25Q: 3 clusters Score -645715.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -645715.687500 Penalty: 4440.620605
	Iteration 26Q: 3 clusters Score -645715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -645717.000000 Penalty: 4440.620605
	Iteration 27Q: 3 clusters Score -645717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -645717.000000 Penalty: 4440.620605
	Iteration 28Q: 3 clusters Score -645717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -645716.500000 Penalty: 4440.620605
	Iteration 29Q: 3 clusters Score -645716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -645716.937500 Penalty: 4440.620605
	Iteration 30Q: 3 clusters Score -645716.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -645717.250000 Penalty: 4440.620605
	Iteration 31Q: 3 clusters Score -645717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -645717.500000 Penalty: 4440.620605
	Iteration 32Q: 3 clusters Score -645717.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -645717.500000 Penalty: 4440.620605
	Iteration 33Q: 3 clusters Score -645717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -645717.812500 Penalty: 4440.620605
	Iteration 34Q: 3 clusters Score -645717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -645717.812500 Penalty: 4440.620605
	Iteration 35Q: 3 clusters Score -645717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -645717.875000 Penalty: 4440.620605
	Iteration 36Q: 3 clusters Score -645717.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -645717.875000 Penalty: 4440.620605
	Iteration 37F: 3 clusters Score -645717.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -1017178.562500 Penalty: 2307.891602
	Iteration 0F: 2 clusters Score -1017179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1008972.062500 Penalty: 4615.783203
	Iteration 0F: 3 clusters Score -1008972 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1011430.500000 Penalty: 4615.783203
	Iteration 1F: 3 clusters Score -1011430 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1011834.937500 Penalty: 4615.783203
	Iteration 2F: 3 clusters Score -1011835 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1012256.750000 Penalty: 4615.783203
	Iteration 3F: 3 clusters Score -1012257 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1012688.875000 Penalty: 4615.783203
	Iteration 4F: 3 clusters Score -1012689 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1013145.562500 Penalty: 4615.783203
	Iteration 5F: 3 clusters Score -1013146 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1013636.875000 Penalty: 4615.783203
	Iteration 6F: 3 clusters Score -1013637 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1014170.187500 Penalty: 4615.783203
	Iteration 7F: 3 clusters Score -1014170 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1014768.375000 Penalty: 4615.783203
	Iteration 8F: 3 clusters Score -1014768 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1015385.500000 Penalty: 4615.783203
	Iteration 9F: 3 clusters Score -1015386 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1015957.250000 Penalty: 4615.783203
	Iteration 10F: 3 clusters Score -1015957 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1016332.187500 Penalty: 4615.783203
	Iteration 11Q: 3 clusters Score -1016332 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1016551.562500 Penalty: 4615.783203
	Iteration 12Q: 3 clusters Score -1016552 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1016670.937500 Penalty: 4615.783203
	Iteration 13Q: 3 clusters Score -1016671 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1016737.500000 Penalty: 4615.783203
	Iteration 14Q: 3 clusters Score -1016738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1016766.687500 Penalty: 4615.783203
	Iteration 15Q: 3 clusters Score -1016767 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1016784.062500 Penalty: 4615.783203
	Iteration 16Q: 3 clusters Score -1016784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1016799.562500 Penalty: 4615.783203
	Iteration 17Q: 3 clusters Score -1016800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1016801.437500 Penalty: 4615.783203
	Iteration 18Q: 3 clusters Score -1016801 nChanged 21
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: -1016805.937500 Penalty: 4615.783203
	Iteration 19Q: 3 clusters Score -1016806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1016808.250000 Penalty: 4615.783203
	Iteration 20F: 3 clusters Score -1016808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1016807.750000 Penalty: 4615.783203
	Iteration 21Q: 3 clusters Score -1016808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1016809.437500 Penalty: 4615.783203
	Iteration 22Q: 3 clusters Score -1016809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1016809.375000 Penalty: 4615.783203
	Iteration 23Q: 3 clusters Score -1016809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1016808.500000 Penalty: 4615.783203
	Iteration 24Q: 3 clusters Score -1016808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1016808.500000 Penalty: 4615.783203
	Iteration 25F: 3 clusters Score -1016808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Entering Unmasked Estep 
Score: -2160205.000000 Penalty: 2502.866943
	Iteration 0F: 2 clusters Score -2160205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2143396.000000 Penalty: 5005.733887
	Iteration 0F: 3 clusters Score -2143396 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2149429.750000 Penalty: 5005.733887
	Iteration 1F: 3 clusters Score -2149430 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2149916.000000 Penalty: 5005.733887
	Iteration 2F: 3 clusters Score -2149916 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2150330.000000 Penalty: 5005.733887
	Iteration 3Q: 3 clusters Score -2150330 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2150749.750000 Penalty: 5005.733887
	Iteration 4Q: 3 clusters Score -2150750 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2151203.250000 Penalty: 5005.733887
	Iteration 5Q: 3 clusters Score -2151203 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2151738.750000 Penalty: 5005.733887
	Iteration 6Q: 3 clusters Score -2151739 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2152376.250000 Penalty: 5005.733887
	Iteration 7Q: 3 clusters Score -2152376 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2153018.000000 Penalty: 5005.733887
	Iteration 8Q: 3 clusters Score -2153018 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2153629.000000 Penalty: 5005.733887
	Iteration 9Q: 3 clusters Score -2153629 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2154247.500000 Penalty: 5005.733887
	Iteration 10Q: 3 clusters Score -2154248 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2154860.250000 Penalty: 5005.733887
	Iteration 11Q: 3 clusters Score -2154860 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2155438.000000 Penalty: 5005.733887
	Iteration 12Q: 3 clusters Score -2155438 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2156054.500000 Penalty: 5005.733887
	Iteration 13Q: 3 clusters Score -2156054 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2156660.000000 Penalty: 5005.733887
	Iteration 14Q: 3 clusters Score -2156660 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2157223.500000 Penalty: 5005.733887
	Iteration 15Q: 3 clusters Score -2157224 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2157657.000000 Penalty: 5005.733887
	Iteration 16Q: 3 clusters Score -2157657 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2157988.500000 Penalty: 5005.733887
	Iteration 17Q: 3 clusters Score -2157988 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2158203.500000 Penalty: 5005.733887
	Iteration 18Q: 3 clusters Score -2158204 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2158354.250000 Penalty: 5005.733887
	Iteration 19Q: 3 clusters Score -2158354 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2158483.750000 Penalty: 5005.733887
	Iteration 20F: 3 clusters Score -2158484 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2158593.000000 Penalty: 5005.733887
	Iteration 21Q: 3 clusters Score -2158593 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2158645.000000 Penalty: 5005.733887
	Iteration 22Q: 3 clusters Score -2158645 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2158701.250000 Penalty: 5005.733887
	Iteration 23Q: 3 clusters Score -2158701 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2158744.250000 Penalty: 5005.733887
	Iteration 24Q: 3 clusters Score -2158744 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2158775.750000 Penalty: 5005.733887
	Iteration 25Q: 3 clusters Score -2158776 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2158808.250000 Penalty: 5005.733887
	Iteration 26Q: 3 clusters Score -2158808 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2158834.500000 Penalty: 5005.733887
	Iteration 27Q: 3 clusters Score -2158834 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2158854.500000 Penalty: 5005.733887
	Iteration 28Q: 3 clusters Score -2158854 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2158870.000000 Penalty: 5005.733887
	Iteration 29Q: 3 clusters Score -2158870 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2158889.250000 Penalty: 5005.733887
	Iteration 30Q: 3 clusters Score -2158889 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2158899.500000 Penalty: 5005.733887
	Iteration 31Q: 3 clusters Score -2158900 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2158922.750000 Penalty: 5005.733887
	Iteration 32Q: 3 clusters Score -2158923 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2158939.000000 Penalty: 5005.733887
	Iteration 33Q: 3 clusters Score -2158939 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2158952.500000 Penalty: 5005.733887
	Iteration 34Q: 3 clusters Score -2158952 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2158962.500000 Penalty: 5005.733887
	Iteration 35Q: 3 clusters Score -2158962 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2158976.750000 Penalty: 5005.733887
	Iteration 36Q: 3 clusters Score -2158977 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2158985.000000 Penalty: 5005.733887
	Iteration 37Q: 3 clusters Score -2158985 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2158999.250000 Penalty: 5005.733887
	Iteration 38Q: 3 clusters Score -2158999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2158996.000000 Penalty: 5005.733887
	Iteration 39Q: 3 clusters Score -2158996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2159004.750000 Penalty: 5005.733887
	Iteration 40F: 3 clusters Score -2159005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2159021.000000 Penalty: 5005.733887
	Iteration 41Q: 3 clusters Score -2159021 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2159023.750000 Penalty: 5005.733887
	Iteration 42Q: 3 clusters Score -2159024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2159026.250000 Penalty: 5005.733887
	Iteration 43Q: 3 clusters Score -2159026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2159032.500000 Penalty: 5005.733887
	Iteration 44Q: 3 clusters Score -2159032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2159038.500000 Penalty: 5005.733887
	Iteration 45Q: 3 clusters Score -2159038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2159046.250000 Penalty: 5005.733887
	Iteration 46Q: 3 clusters Score -2159046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2159047.250000 Penalty: 5005.733887
	Iteration 47Q: 3 clusters Score -2159047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2159050.500000 Penalty: 5005.733887
	Iteration 48Q: 3 clusters Score -2159050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2159056.500000 Penalty: 5005.733887
	Iteration 49Q: 3 clusters Score -2159056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2159064.250000 Penalty: 5005.733887
	Iteration 50Q: 3 clusters Score -2159064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2159066.000000 Penalty: 5005.733887
	Iteration 51Q: 3 clusters Score -2159066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2159078.750000 Penalty: 5005.733887
	Iteration 52Q: 3 clusters Score -2159079 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2159081.750000 Penalty: 5005.733887
	Iteration 53Q: 3 clusters Score -2159082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2159088.750000 Penalty: 5005.733887
	Iteration 54Q: 3 clusters Score -2159089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2159085.000000 Penalty: 5005.733887
	Iteration 55Q: 3 clusters Score -2159085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2159089.500000 Penalty: 5005.733887
	Iteration 56Q: 3 clusters Score -2159090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2159087.750000 Penalty: 5005.733887
	Iteration 57Q: 3 clusters Score -2159088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2159092.750000 Penalty: 5005.733887
	Iteration 58Q: 3 clusters Score -2159093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2159100.750000 Penalty: 5005.733887
	Iteration 59Q: 3 clusters Score -2159101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2159098.000000 Penalty: 5005.733887
	Iteration 60F: 3 clusters Score -2159098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2159106.250000 Penalty: 5005.733887
	Iteration 61Q: 3 clusters Score -2159106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2159110.250000 Penalty: 5005.733887
	Iteration 62Q: 3 clusters Score -2159110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2159123.750000 Penalty: 5005.733887
	Iteration 63Q: 3 clusters Score -2159124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2159134.750000 Penalty: 5005.733887
	Iteration 64Q: 3 clusters Score -2159135 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2159130.750000 Penalty: 5005.733887
	Iteration 65Q: 3 clusters Score -2159131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2159134.000000 Penalty: 5005.733887
	Iteration 66Q: 3 clusters Score -2159134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2159138.500000 Penalty: 5005.733887
	Iteration 67Q: 3 clusters Score -2159138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2159140.500000 Penalty: 5005.733887
	Iteration 68Q: 3 clusters Score -2159140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2159144.500000 Penalty: 5005.733887
	Iteration 69Q: 3 clusters Score -2159144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2159149.500000 Penalty: 5005.733887
	Iteration 70Q: 3 clusters Score -2159150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2159155.000000 Penalty: 5005.733887
	Iteration 71Q: 3 clusters Score -2159155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2159154.250000 Penalty: 5005.733887
	Iteration 72Q: 3 clusters Score -2159154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2159155.750000 Penalty: 5005.733887
	Iteration 73Q: 3 clusters Score -2159156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2159159.250000 Penalty: 5005.733887
	Iteration 74Q: 3 clusters Score -2159159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2159166.500000 Penalty: 5005.733887
	Iteration 75Q: 3 clusters Score -2159166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2159169.000000 Penalty: 5005.733887
	Iteration 76Q: 3 clusters Score -2159169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2159179.250000 Penalty: 5005.733887
	Iteration 77Q: 3 clusters Score -2159179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2159175.250000 Penalty: 5005.733887
	Iteration 78Q: 3 clusters Score -2159175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2159184.000000 Penalty: 5005.733887
	Iteration 79Q: 3 clusters Score -2159184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2159183.500000 Penalty: 5005.733887
	Iteration 80F: 3 clusters Score -2159184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2159181.250000 Penalty: 5005.733887
	Iteration 81Q: 3 clusters Score -2159181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2159183.000000 Penalty: 5005.733887
	Iteration 82Q: 3 clusters Score -2159183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2159187.750000 Penalty: 5005.733887
	Iteration 83Q: 3 clusters Score -2159188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2159189.250000 Penalty: 5005.733887
	Iteration 84Q: 3 clusters Score -2159189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2159197.500000 Penalty: 5005.733887
	Iteration 85Q: 3 clusters Score -2159198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2159197.750000 Penalty: 5005.733887
	Iteration 86Q: 3 clusters Score -2159198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2159192.250000 Penalty: 5005.733887
	Iteration 87Q: 3 clusters Score -2159192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2159200.000000 Penalty: 5005.733887
	Iteration 88Q: 3 clusters Score -2159200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2159206.500000 Penalty: 5005.733887
	Iteration 89Q: 3 clusters Score -2159206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2159207.250000 Penalty: 5005.733887
	Iteration 90Q: 3 clusters Score -2159207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2159211.000000 Penalty: 5005.733887
	Iteration 91Q: 3 clusters Score -2159211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2159207.250000 Penalty: 5005.733887
	Iteration 92Q: 3 clusters Score -2159207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2159214.500000 Penalty: 5005.733887
	Iteration 93Q: 3 clusters Score -2159214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2159217.000000 Penalty: 5005.733887
	Iteration 94Q: 3 clusters Score -2159217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2159215.750000 Penalty: 5005.733887
	Iteration 95Q: 3 clusters Score -2159216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2159220.500000 Penalty: 5005.733887
	Iteration 96Q: 3 clusters Score -2159220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2159223.750000 Penalty: 5005.733887
	Iteration 97Q: 3 clusters Score -2159224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2159223.250000 Penalty: 5005.733887
	Iteration 98Q: 3 clusters Score -2159223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2159224.000000 Penalty: 5005.733887
	Iteration 99Q: 3 clusters Score -2159224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2159227.500000 Penalty: 5005.733887
	Iteration 100F: 3 clusters Score -2159228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2159231.500000 Penalty: 5005.733887
	Iteration 101Q: 3 clusters Score -2159232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2159232.250000 Penalty: 5005.733887
	Iteration 102Q: 3 clusters Score -2159232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2159229.500000 Penalty: 5005.733887
	Iteration 103Q: 3 clusters Score -2159230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2159228.750000 Penalty: 5005.733887
	Iteration 104Q: 3 clusters Score -2159229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2159236.250000 Penalty: 5005.733887
	Iteration 105Q: 3 clusters Score -2159236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2159239.500000 Penalty: 5005.733887
	Iteration 106Q: 3 clusters Score -2159240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2159238.500000 Penalty: 5005.733887
	Iteration 107Q: 3 clusters Score -2159238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2159241.500000 Penalty: 5005.733887
	Iteration 108Q: 3 clusters Score -2159242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2159252.250000 Penalty: 5005.733887
	Iteration 109Q: 3 clusters Score -2159252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2159253.750000 Penalty: 5005.733887
	Iteration 110Q: 3 clusters Score -2159254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2159253.000000 Penalty: 5005.733887
	Iteration 111Q: 3 clusters Score -2159253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2159254.000000 Penalty: 5005.733887
	Iteration 112Q: 3 clusters Score -2159254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2159260.500000 Penalty: 5005.733887
	Iteration 113Q: 3 clusters Score -2159260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2159263.500000 Penalty: 5005.733887
	Iteration 114Q: 3 clusters Score -2159264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2159262.250000 Penalty: 5005.733887
	Iteration 115Q: 3 clusters Score -2159262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2159260.500000 Penalty: 5005.733887
	Iteration 116Q: 3 clusters Score -2159260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2159261.500000 Penalty: 5005.733887
	Iteration 117Q: 3 clusters Score -2159262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2159269.750000 Penalty: 5005.733887
	Iteration 118Q: 3 clusters Score -2159270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2159268.000000 Penalty: 5005.733887
	Iteration 119Q: 3 clusters Score -2159268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2159270.250000 Penalty: 5005.733887
	Iteration 120F: 3 clusters Score -2159270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2159271.250000 Penalty: 5005.733887
	Iteration 121Q: 3 clusters Score -2159271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2159271.000000 Penalty: 5005.733887
	Iteration 122Q: 3 clusters Score -2159271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2159275.250000 Penalty: 5005.733887
	Iteration 123Q: 3 clusters Score -2159275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2159279.000000 Penalty: 5005.733887
	Iteration 124Q: 3 clusters Score -2159279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2159281.000000 Penalty: 5005.733887
	Iteration 125Q: 3 clusters Score -2159281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2159282.750000 Penalty: 5005.733887
	Iteration 126Q: 3 clusters Score -2159283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2159281.750000 Penalty: 5005.733887
	Iteration 127Q: 3 clusters Score -2159282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2159283.000000 Penalty: 5005.733887
	Iteration 128Q: 3 clusters Score -2159283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2159286.250000 Penalty: 5005.733887
	Iteration 129Q: 3 clusters Score -2159286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2159282.250000 Penalty: 5005.733887
	Iteration 130Q: 3 clusters Score -2159282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2159280.250000 Penalty: 5005.733887
	Iteration 131Q: 3 clusters Score -2159280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2159285.000000 Penalty: 5005.733887
	Iteration 132Q: 3 clusters Score -2159285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2159283.000000 Penalty: 5005.733887
	Iteration 133Q: 3 clusters Score -2159283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2159287.250000 Penalty: 5005.733887
	Iteration 134Q: 3 clusters Score -2159287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2159288.250000 Penalty: 5005.733887
	Iteration 135Q: 3 clusters Score -2159288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2159289.500000 Penalty: 5005.733887
	Iteration 136Q: 3 clusters Score -2159290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2159295.250000 Penalty: 5005.733887
	Iteration 137Q: 3 clusters Score -2159295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2159294.000000 Penalty: 5005.733887
	Iteration 138Q: 3 clusters Score -2159294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2159295.250000 Penalty: 5005.733887
	Iteration 139Q: 3 clusters Score -2159295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2159295.250000 Penalty: 5005.733887
	Iteration 140F: 3 clusters Score -2159295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -2057236.000000 Penalty: 2481.084717
	Iteration 0F: 2 clusters Score -2057236 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 10942 members 
Entering Unmasked Estep 
Score: -2041735.375000 Penalty: 4962.169434
	Iteration 0F: 3 clusters Score -2041735 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2046999.875000 Penalty: 4962.169434
	Iteration 1F: 3 clusters Score -2047000 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2047478.250000 Penalty: 4962.169434
	Iteration 2F: 3 clusters Score -2047478 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2047950.375000 Penalty: 4962.169434
	Iteration 3Q: 3 clusters Score -2047950 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2048431.250000 Penalty: 4962.169434
	Iteration 4Q: 3 clusters Score -2048431 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2048992.250000 Penalty: 4962.169434
	Iteration 5Q: 3 clusters Score -2048992 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2049637.500000 Penalty: 4962.169434
	Iteration 6F: 3 clusters Score -2049638 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2050406.750000 Penalty: 4962.169434
	Iteration 7F: 3 clusters Score -2050407 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2051303.250000 Penalty: 4962.169434
	Iteration 8F: 3 clusters Score -2051303 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2052195.750000 Penalty: 4962.169434
	Iteration 9F: 3 clusters Score -2052196 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2052929.750000 Penalty: 4962.169434
	Iteration 10Q: 3 clusters Score -2052930 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2053516.125000 Penalty: 4962.169434
	Iteration 11Q: 3 clusters Score -2053516 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2053941.125000 Penalty: 4962.169434
	Iteration 12Q: 3 clusters Score -2053941 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2054248.500000 Penalty: 4962.169434
	Iteration 13Q: 3 clusters Score -2054248 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2054457.375000 Penalty: 4962.169434
	Iteration 14Q: 3 clusters Score -2054457 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2054617.875000 Penalty: 4962.169434
	Iteration 15Q: 3 clusters Score -2054618 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2054726.375000 Penalty: 4962.169434
	Iteration 16Q: 3 clusters Score -2054726 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2054791.375000 Penalty: 4962.169434
	Iteration 17Q: 3 clusters Score -2054791 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2054851.125000 Penalty: 4962.169434
	Iteration 18Q: 3 clusters Score -2054851 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2054903.875000 Penalty: 4962.169434
	Iteration 19Q: 3 clusters Score -2054904 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2054947.750000 Penalty: 4962.169434
	Iteration 20F: 3 clusters Score -2054948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2054983.500000 Penalty: 4962.169434
	Iteration 21Q: 3 clusters Score -2054984 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2055024.500000 Penalty: 4962.169434
	Iteration 22Q: 3 clusters Score -2055024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2055059.250000 Penalty: 4962.169434
	Iteration 23Q: 3 clusters Score -2055059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2055094.375000 Penalty: 4962.169434
	Iteration 24Q: 3 clusters Score -2055094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2055122.625000 Penalty: 4962.169434
	Iteration 25Q: 3 clusters Score -2055123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2055150.000000 Penalty: 4962.169434
	Iteration 26Q: 3 clusters Score -2055150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2055165.625000 Penalty: 4962.169434
	Iteration 27Q: 3 clusters Score -2055166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2055177.750000 Penalty: 4962.169434
	Iteration 28Q: 3 clusters Score -2055178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2055197.125000 Penalty: 4962.169434
	Iteration 29Q: 3 clusters Score -2055197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2055204.750000 Penalty: 4962.169434
	Iteration 30Q: 3 clusters Score -2055205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2055216.125000 Penalty: 4962.169434
	Iteration 31Q: 3 clusters Score -2055216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2055229.625000 Penalty: 4962.169434
	Iteration 32Q: 3 clusters Score -2055230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2055233.875000 Penalty: 4962.169434
	Iteration 33Q: 3 clusters Score -2055234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2055243.250000 Penalty: 4962.169434
	Iteration 34Q: 3 clusters Score -2055243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2055254.125000 Penalty: 4962.169434
	Iteration 35Q: 3 clusters Score -2055254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2055261.250000 Penalty: 4962.169434
	Iteration 36Q: 3 clusters Score -2055261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2055264.125000 Penalty: 4962.169434
	Iteration 37Q: 3 clusters Score -2055264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2055269.875000 Penalty: 4962.169434
	Iteration 38Q: 3 clusters Score -2055270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2055277.250000 Penalty: 4962.169434
	Iteration 39Q: 3 clusters Score -2055277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2055280.875000 Penalty: 4962.169434
	Iteration 40F: 3 clusters Score -2055281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2055283.375000 Penalty: 4962.169434
	Iteration 41Q: 3 clusters Score -2055283 nChanged 5
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: -2055285.250000 Penalty: 4962.169434
	Iteration 42Q: 3 clusters Score -2055285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2055287.000000 Penalty: 4962.169434
	Iteration 43Q: 3 clusters Score -2055287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2055289.625000 Penalty: 4962.169434
	Iteration 44Q: 3 clusters Score -2055290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2055285.375000 Penalty: 4962.169434
	Iteration 45Q: 3 clusters Score -2055285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2055285.375000 Penalty: 4962.169434
	Iteration 46F: 3 clusters Score -2055285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Entering Unmasked Estep 
Score: -717884.250000 Penalty: 2220.470459
	Iteration 0F: 2 clusters Score -717884.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -711574.812500 Penalty: 4440.940918
	Iteration 0F: 3 clusters Score -711574.8 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -713374.687500 Penalty: 4440.940918
	Iteration 1F: 3 clusters Score -713374.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -713674.687500 Penalty: 4440.940918
	Iteration 2F: 3 clusters Score -713674.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -713888.937500 Penalty: 4440.940918
	Iteration 3F: 3 clusters Score -713888.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -714093.437500 Penalty: 4440.940918
	Iteration 4Q: 3 clusters Score -714093.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -714279.437500 Penalty: 4440.940918
	Iteration 5Q: 3 clusters Score -714279.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -714463.687500 Penalty: 4440.940918
	Iteration 6Q: 3 clusters Score -714463.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -714639.875000 Penalty: 4440.940918
	Iteration 7Q: 3 clusters Score -714639.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -714816.375000 Penalty: 4440.940918
	Iteration 8Q: 3 clusters Score -714816.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -715011.000000 Penalty: 4440.940918
	Iteration 9Q: 3 clusters Score -715011 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -715234.875000 Penalty: 4440.940918
	Iteration 10Q: 3 clusters Score -715234.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -715413.875000 Penalty: 4440.940918
	Iteration 11Q: 3 clusters Score -715413.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -715541.000000 Penalty: 4440.940918
	Iteration 12Q: 3 clusters Score -715541 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -715640.250000 Penalty: 4440.940918
	Iteration 13Q: 3 clusters Score -715640.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -715722.812500 Penalty: 4440.940918
	Iteration 14Q: 3 clusters Score -715722.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -715775.062500 Penalty: 4440.940918
	Iteration 15Q: 3 clusters Score -715775.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -715824.250000 Penalty: 4440.940918
	Iteration 16Q: 3 clusters Score -715824.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -715865.062500 Penalty: 4440.940918
	Iteration 17Q: 3 clusters Score -715865.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -715894.000000 Penalty: 4440.940918
	Iteration 18Q: 3 clusters Score -715894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -715914.812500 Penalty: 4440.940918
	Iteration 19Q: 3 clusters Score -715914.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -715930.437500 Penalty: 4440.940918
	Iteration 20F: 3 clusters Score -715930.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -715945.937500 Penalty: 4440.940918
	Iteration 21Q: 3 clusters Score -715945.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -715966.437500 Penalty: 4440.940918
	Iteration 22Q: 3 clusters Score -715966.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -715985.750000 Penalty: 4440.940918
	Iteration 23Q: 3 clusters Score -715985.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -716003.312500 Penalty: 4440.940918
	Iteration 24Q: 3 clusters Score -716003.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -716026.125000 Penalty: 4440.940918
	Iteration 25Q: 3 clusters Score -716026.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -716050.750000 Penalty: 4440.940918
	Iteration 26Q: 3 clusters Score -716050.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -716068.937500 Penalty: 4440.940918
	Iteration 27Q: 3 clusters Score -716068.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -716080.687500 Penalty: 4440.940918
	Iteration 28Q: 3 clusters Score -716080.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -716093.125000 Penalty: 4440.940918
	Iteration 29Q: 3 clusters Score -716093.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -716106.375000 Penalty: 4440.940918
	Iteration 30Q: 3 clusters Score -716106.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -716115.437500 Penalty: 4440.940918
	Iteration 31Q: 3 clusters Score -716115.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -716126.187500 Penalty: 4440.940918
	Iteration 32Q: 3 clusters Score -716126.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -716132.125000 Penalty: 4440.940918
	Iteration 33Q: 3 clusters Score -716132.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -716139.500000 Penalty: 4440.940918
	Iteration 34Q: 3 clusters Score -716139.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -716145.437500 Penalty: 4440.940918
	Iteration 35Q: 3 clusters Score -716145.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -716151.687500 Penalty: 4440.940918
	Iteration 36Q: 3 clusters Score -716151.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -716158.750000 Penalty: 4440.940918
	Iteration 37Q: 3 clusters Score -716158.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -716160.875000 Penalty: 4440.940918
	Iteration 38Q: 3 clusters Score -716160.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -716164.062500 Penalty: 4440.940918
	Iteration 39Q: 3 clusters Score -716164.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -716164.937500 Penalty: 4440.940918
	Iteration 40F: 3 clusters Score -716164.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -716165.375000 Penalty: 4440.940918
	Iteration 41Q: 3 clusters Score -716165.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -716168.312500 Penalty: 4440.940918
	Iteration 42Q: 3 clusters Score -716168.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -716169.187500 Penalty: 4440.940918
	Iteration 43Q: 3 clusters Score -716169.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -716171.750000 Penalty: 4440.940918
	Iteration 44Q: 3 clusters Score -716171.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -716173.500000 Penalty: 4440.940918
	Iteration 45Q: 3 clusters Score -716173.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -716177.000000 Penalty: 4440.940918
	Iteration 46Q: 3 clusters Score -716177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -716179.812500 Penalty: 4440.940918
	Iteration 47Q: 3 clusters Score -716179.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -716183.812500 Penalty: 4440.940918
	Iteration 48Q: 3 clusters Score -716183.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -716186.562500 Penalty: 4440.940918
	Iteration 49Q: 3 clusters Score -716186.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -716192.125000 Penalty: 4440.940918
	Iteration 50Q: 3 clusters Score -716192.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -716194.062500 Penalty: 4440.940918
	Iteration 51Q: 3 clusters Score -716194.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -716200.312500 Penalty: 4440.940918
	Iteration 52Q: 3 clusters Score -716200.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -716200.062500 Penalty: 4440.940918
	Iteration 53Q: 3 clusters Score -716200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -716202.125000 Penalty: 4440.940918
	Iteration 54Q: 3 clusters Score -716202.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -716202.250000 Penalty: 4440.940918
	Iteration 55Q: 3 clusters Score -716202.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -716201.875000 Penalty: 4440.940918
	Iteration 56Q: 3 clusters Score -716201.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -716205.125000 Penalty: 4440.940918
	Iteration 57Q: 3 clusters Score -716205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -716206.687500 Penalty: 4440.940918
	Iteration 58Q: 3 clusters Score -716206.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -716206.687500 Penalty: 4440.940918
	Iteration 59F: 3 clusters Score -716206.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Entering Unmasked Estep 
Score: -996700.000000 Penalty: 2298.006104
	Iteration 0F: 2 clusters Score -996700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -988783.312500 Penalty: 4596.012207
	Iteration 0F: 3 clusters Score -988783.3 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -991068.375000 Penalty: 4596.012207
	Iteration 1F: 3 clusters Score -991068.4 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -991542.000000 Penalty: 4596.012207
	Iteration 2F: 3 clusters Score -991542 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -992073.750000 Penalty: 4596.012207
	Iteration 3F: 3 clusters Score -992073.8 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -992747.375000 Penalty: 4596.012207
	Iteration 4F: 3 clusters Score -992747.4 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -993425.687500 Penalty: 4596.012207
	Iteration 5F: 3 clusters Score -993425.7 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -994000.562500 Penalty: 4596.012207
	Iteration 6F: 3 clusters Score -994000.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -994435.187500 Penalty: 4596.012207
	Iteration 7F: 3 clusters Score -994435.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -994719.250000 Penalty: 4596.012207
	Iteration 8Q: 3 clusters Score -994719.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -994898.937500 Penalty: 4596.012207
	Iteration 9Q: 3 clusters Score -994898.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -995010.312500 Penalty: 4596.012207
	Iteration 10Q: 3 clusters Score -995010.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -995086.000000 Penalty: 4596.012207
	Iteration 11Q: 3 clusters Score -995086 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -995126.187500 Penalty: 4596.012207
	Iteration 12Q: 3 clusters Score -995126.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -995159.125000 Penalty: 4596.012207
	Iteration 13Q: 3 clusters Score -995159.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -995187.875000 Penalty: 4596.012207
	Iteration 14Q: 3 clusters Score -995187.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -995212.812500 Penalty: 4596.012207
	Iteration 15Q: 3 clusters Score -995212.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -995237.250000 Penalty: 4596.012207
	Iteration 16Q: 3 clusters Score -995237.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -995259.187500 Penalty: 4596.012207
	Iteration 17Q: 3 clusters Score -995259.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -995286.312500 Penalty: 4596.012207
	Iteration 18Q: 3 clusters Score -995286.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -995316.875000 Penalty: 4596.012207
	Iteration 19Q: 3 clusters Score -995316.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -995351.187500 Penalty: 4596.012207
	Iteration 20F: 3 clusters Score -995351.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -995388.625000 Penalty: 4596.012207
	Iteration 21Q: 3 clusters Score -995388.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -995420.312500 Penalty: 4596.012207
	Iteration 22Q: 3 clusters Score -995420.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -995456.750000 Penalty: 4596.012207
	Iteration 23Q: 3 clusters Score -995456.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -995488.562500 Penalty: 4596.012207
	Iteration 24Q: 3 clusters Score -995488.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -995503.687500 Penalty: 4596.012207
	Iteration 25Q: 3 clusters Score -995503.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -995518.125000 Penalty: 4596.012207
	Iteration 26Q: 3 clusters Score -995518.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -995532.750000 Penalty: 4596.012207
	Iteration 27Q: 3 clusters Score -995532.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -995535.125000 Penalty: 4596.012207
	Iteration 28Q: 3 clusters Score -995535.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -995543.750000 Penalty: 4596.012207
	Iteration 29Q: 3 clusters Score -995543.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -995545.312500 Penalty: 4596.012207
	Iteration 30Q: 3 clusters Score -995545.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -995548.500000 Penalty: 4596.012207
	Iteration 31Q: 3 clusters Score -995548.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -995551.312500 Penalty: 4596.012207
	Iteration 32Q: 3 clusters Score -995551.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -995548.875000 Penalty: 4596.012207
	Iteration 33Q: 3 clusters Score -995548.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -995551.937500 Penalty: 4596.012207
	Iteration 34Q: 3 clusters Score -995551.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -995553.687500 Penalty: 4596.012207
	Iteration 35Q: 3 clusters Score -995553.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -995559.000000 Penalty: 4596.012207
	Iteration 36Q: 3 clusters Score -995559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -995556.937500 Penalty: 4596.012207
	Iteration 37Q: 3 clusters Score -995556.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -995560.187500 Penalty: 4596.012207
	Iteration 38Q: 3 clusters Score -995560.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -995560.312500 Penalty: 4596.012207
	Iteration 39Q: 3 clusters Score -995560.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -995560.312500 Penalty: 4596.012207
	Iteration 40F: 3 clusters Score -995560.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Entering Unmasked Estep 
Score: -666051.125000 Penalty: 2207.707764
	Iteration 0F: 2 clusters Score -666051.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -660117.687500 Penalty: 4415.415527
	Iteration 0F: 3 clusters Score -660117.7 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -661816.750000 Penalty: 4415.415527
	Iteration 1F: 3 clusters Score -661816.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -662290.687500 Penalty: 4415.415527
	Iteration 2F: 3 clusters Score -662290.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -662720.875000 Penalty: 4415.415527
	Iteration 3F: 3 clusters Score -662720.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -663105.437500 Penalty: 4415.415527
	Iteration 4F: 3 clusters Score -663105.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -663476.562500 Penalty: 4415.415527
	Iteration 5F: 3 clusters Score -663476.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -663849.625000 Penalty: 4415.415527
	Iteration 6F: 3 clusters Score -663849.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -664194.375000 Penalty: 4415.415527
	Iteration 7Q: 3 clusters Score -664194.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -664470.812500 Penalty: 4415.415527
	Iteration 8Q: 3 clusters Score -664470.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -664689.812500 Penalty: 4415.415527
	Iteration 9Q: 3 clusters Score -664689.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -664825.000000 Penalty: 4415.415527
	Iteration 10Q: 3 clusters Score -664825 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -664910.062500 Penalty: 4415.415527
	Iteration 11Q: 3 clusters Score -664910.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -664970.187500 Penalty: 4415.415527
	Iteration 12Q: 3 clusters Score -664970.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -665019.875000 Penalty: 4415.415527
	Iteration 13Q: 3 clusters Score -665019.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -665054.687500 Penalty: 4415.415527
	Iteration 14Q: 3 clusters Score -665054.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -665084.812500 Penalty: 4415.415527
	Iteration 15Q: 3 clusters Score -665084.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -665124.875000 Penalty: 4415.415527
	Iteration 16Q: 3 clusters Score -665124.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -665154.312500 Penalty: 4415.415527
	Iteration 17Q: 3 clusters Score -665154.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -665185.312500 Penalty: 4415.415527
	Iteration 18Q: 3 clusters Score -665185.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -665211.375000 Penalty: 4415.415527
	Iteration 19Q: 3 clusters Score -665211.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -665233.937500 Penalty: 4415.415527
	Iteration 20F: 3 clusters Score -665233.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -665252.937500 Penalty: 4415.415527
	Iteration 21Q: 3 clusters Score -665252.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -665270.812500 Penalty: 4415.415527
	Iteration 22Q: 3 clusters Score -665270.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -665287.000000 Penalty: 4415.415527
	Iteration 23Q: 3 clusters Score -665287 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -665306.062500 Penalty: 4415.415527
	Iteration 24Q: 3 clusters Score -665306.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -665331.687500 Penalty: 4415.415527
	Iteration 25Q: 3 clusters Score -665331.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -665355.000000 Penalty: 4415.415527
	Iteration 26Q: 3 clusters Score -665355 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -665384.625000 Penalty: 4415.415527
	Iteration 27Q: 3 clusters Score -665384.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -665438.375000 Penalty: 4415.415527
	Iteration 28Q: 3 clusters Score -665438.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -665527.812500 Penalty: 4415.415527
	Iteration 29Q: 3 clusters Score -665527.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -665732.875000 Penalty: 4415.415527
	Iteration 30Q: 3 clusters Score -665732.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -666165.625000 Penalty: 4415.415527
	Iteration 31Q: 3 clusters Score -666165.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -666412.250000 Penalty: 4415.415527
	Iteration 32Q: 3 clusters Score -666412.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -666463.250000 Penalty: 4415.415527
	Iteration 33Q: 3 clusters Score -666463.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -666482.000000 Penalty: 4415.415527
	Iteration 34Q: 3 clusters Score -666482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -666486.937500 Penalty: 4415.415527
	Iteration 35Q: 3 clusters Score -666486.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -666490.625000 Penalty: 4415.415527
	Iteration 36Q: 3 clusters Score -666490.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -666490.937500 Penalty: 4415.415527
	Iteration 37Q: 3 clusters Score -666490.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -666490.937500 Penalty: 4415.415527
	Iteration 38F: 3 clusters Score -666490.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219630 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136883 members 
Mstep: Class 9 contains 44367 members 
Mstep: Class 10 contains 11088 members 
Mstep: Class 11 contains 4795 members 
Mstep: Class 12 contains 8693 members 
Mstep: Class 13 contains 26787 members 
Mstep: Class 14 contains 308637 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 24699 members 
Mstep: Class 17 contains 223353 members 
Mstep: Class 18 contains 10388 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 63990 members 
Mstep: Class 24 contains 10727 members 
Mstep: Class 25 contains 4677 members 
Mstep: Class 26 contains 6815 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 7730 members 
Mstep: Class 29 contains 11004 members 
Mstep: Class 30 contains 24154 members 
Mstep: Class 31 contains 22123 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 10574 members 
Mstep: Class 34 contains 5388 members 
Mstep: Class 35 contains 1959 members 
Entering Unmasked Estep 
Score: -157696016.000000 Penalty: 124380.453125
Splitting cluster 34 changes total score from -157696912.000000 to -157696016.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219630 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136883 members 
Mstep: Class 9 contains 44367 members 
Mstep: Class 10 contains 11088 members 
Mstep: Class 11 contains 4795 members 
Mstep: Class 12 contains 8693 members 
Mstep: Class 13 contains 26787 members 
Mstep: Class 14 contains 308637 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 24699 members 
Mstep: Class 17 contains 223353 members 
Mstep: Class 18 contains 10388 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 63990 members 
Mstep: Class 24 contains 10727 members 
Mstep: Class 25 contains 4677 members 
Mstep: Class 26 contains 6815 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 7730 members 
Mstep: Class 29 contains 11004 members 
Mstep: Class 30 contains 24154 members 
Mstep: Class 31 contains 22123 members 
Mstep: Class 32 contains 7735 members 
Mstep: Class 33 contains 10574 members 
Mstep: Class 34 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696944.000000 Penalty: 120826.726562
Iteration 279Q: 35 clusters Score -1.576969e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219632 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136883 members 
Mstep: Class 9 contains 44368 members 
Mstep: Class 10 contains 11110 members 
Mstep: Class 11 contains 4795 members 
Mstep: Class 12 contains 8695 members 
Mstep: Class 13 contains 26787 members 
Mstep: Class 14 contains 308634 members 
Mstep: Class 15 contains 5251 members 
Mstep: Class 16 contains 24699 members 
Mstep: Class 17 contains 223354 members 
Mstep: Class 18 contains 10388 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 63990 members 
Mstep: Class 24 contains 10740 members 
Mstep: Class 25 contains 4680 members 
Mstep: Class 26 contains 6818 members 
Mstep: Class 27 contains 10096 members 
Mstep: Class 28 contains 7742 members 
Mstep: Class 29 contains 11007 members 
Mstep: Class 30 contains 24092 members 
Mstep: Class 31 contains 22122 members 
Mstep: Class 32 contains 7737 members 
Mstep: Class 33 contains 10573 members 
Mstep: Class 34 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696832.000000 Penalty: 120826.726562
Iteration 280F: 35 clusters Score -1.576968e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219630 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136882 members 
Mstep: Class 9 contains 44367 members 
Mstep: Class 10 contains 11130 members 
Mstep: Class 11 contains 4797 members 
Mstep: Class 12 contains 8695 members 
Mstep: Class 13 contains 26785 members 
Mstep: Class 14 contains 308629 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 24702 members 
Mstep: Class 17 contains 223356 members 
Mstep: Class 18 contains 10388 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 63990 members 
Mstep: Class 24 contains 10754 members 
Mstep: Class 25 contains 4689 members 
Mstep: Class 26 contains 6820 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 7750 members 
Mstep: Class 29 contains 11010 members 
Mstep: Class 30 contains 24026 members 
Mstep: Class 31 contains 22128 members 
Mstep: Class 32 contains 7741 members 
Mstep: Class 33 contains 10573 members 
Mstep: Class 34 contains 7345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696944.000000 Penalty: 120826.726562
Iteration 281Q: 35 clusters Score -1.576969e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 219626 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21202 members 
Mstep: Class 8 contains 136880 members 
Mstep: Class 9 contains 44366 members 
Mstep: Class 10 contains 11159 members 
Mstep: Class 11 contains 4801 members 
Mstep: Class 12 contains 8694 members 
Mstep: Class 13 contains 26786 members 
Mstep: Class 14 contains 308620 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 24705 members 
Mstep: Class 17 contains 223355 members 
Mstep: Class 18 contains 10388 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11314 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 63990 members 
Mstep: Class 24 contains 10772 members 
Mstep: Class 25 contains 4692 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 7760 members 
Mstep: Class 29 contains 11014 members 
Mstep: Class 30 contains 23960 members 
Mstep: Class 31 contains 22137 members 
Mstep: Class 32 contains 7744 members 
Mstep: Class 33 contains 10575 members 
Mstep: Class 34 contains 7342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696864.000000 Penalty: 120826.726562
Iteration 282Q: 35 clusters Score -1.576969e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 219627 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21202 members 
Mstep: Class 8 contains 136877 members 
Mstep: Class 9 contains 44363 members 
Mstep: Class 10 contains 11194 members 
Mstep: Class 11 contains 4801 members 
Mstep: Class 12 contains 8693 members 
Mstep: Class 13 contains 26786 members 
Mstep: Class 14 contains 308615 members 
Mstep: Class 15 contains 5247 members 
Mstep: Class 16 contains 24706 members 
Mstep: Class 17 contains 223352 members 
Mstep: Class 18 contains 10388 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 63991 members 
Mstep: Class 24 contains 10787 members 
Mstep: Class 25 contains 4699 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 10101 members 
Mstep: Class 28 contains 7772 members 
Mstep: Class 29 contains 11016 members 
Mstep: Class 30 contains 23891 members 
Mstep: Class 31 contains 22149 members 
Mstep: Class 32 contains 7746 members 
Mstep: Class 33 contains 10578 members 
Mstep: Class 34 contains 7339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696800.000000 Penalty: 120826.726562
Iteration 283Q: 35 clusters Score -1.576968e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219612 members 
Mstep: Class 5 contains 102245 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136872 members 
Mstep: Class 9 contains 44368 members 
Mstep: Class 10 contains 11228 members 
Mstep: Class 11 contains 4796 members 
Mstep: Class 12 contains 8693 members 
Mstep: Class 13 contains 26787 members 
Mstep: Class 14 contains 308611 members 
Mstep: Class 15 contains 5247 members 
Mstep: Class 16 contains 24707 members 
Mstep: Class 17 contains 223353 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13134 members 
Mstep: Class 23 contains 63990 members 
Mstep: Class 24 contains 10802 members 
Mstep: Class 25 contains 4700 members 
Mstep: Class 26 contains 6820 members 
Mstep: Class 27 contains 10105 members 
Mstep: Class 28 contains 7782 members 
Mstep: Class 29 contains 11019 members 
Mstep: Class 30 contains 23830 members 
Mstep: Class 31 contains 22163 members 
Mstep: Class 32 contains 7749 members 
Mstep: Class 33 contains 10578 members 
Mstep: Class 34 contains 7338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696832.000000 Penalty: 120826.726562
Iteration 284Q: 35 clusters Score -1.576968e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 219603 members 
Mstep: Class 5 contains 102244 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136872 members 
Mstep: Class 9 contains 44366 members 
Mstep: Class 10 contains 11247 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8693 members 
Mstep: Class 13 contains 26788 members 
Mstep: Class 14 contains 308606 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 24706 members 
Mstep: Class 17 contains 223351 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13135 members 
Mstep: Class 23 contains 63990 members 
Mstep: Class 24 contains 10818 members 
Mstep: Class 25 contains 4705 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 10108 members 
Mstep: Class 28 contains 7791 members 
Mstep: Class 29 contains 11024 members 
Mstep: Class 30 contains 23783 members 
Mstep: Class 31 contains 22176 members 
Mstep: Class 32 contains 7748 members 
Mstep: Class 33 contains 10577 members 
Mstep: Class 34 contains 7337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696752.000000 Penalty: 120826.726562
Iteration 285Q: 35 clusters Score -1.576968e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 219608 members 
Mstep: Class 5 contains 102244 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136872 members 
Mstep: Class 9 contains 44364 members 
Mstep: Class 10 contains 11257 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8692 members 
Mstep: Class 13 contains 26788 members 
Mstep: Class 14 contains 308610 members 
Mstep: Class 15 contains 5251 members 
Mstep: Class 16 contains 24706 members 
Mstep: Class 17 contains 223348 members 
Mstep: Class 18 contains 10388 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13135 members 
Mstep: Class 23 contains 63988 members 
Mstep: Class 24 contains 10819 members 
Mstep: Class 25 contains 4710 members 
Mstep: Class 26 contains 6819 members 
Mstep: Class 27 contains 10111 members 
Mstep: Class 28 contains 7796 members 
Mstep: Class 29 contains 11027 members 
Mstep: Class 30 contains 23739 members 
Mstep: Class 31 contains 22190 members 
Mstep: Class 32 contains 7748 members 
Mstep: Class 33 contains 10575 members 
Mstep: Class 34 contains 7336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696672.000000 Penalty: 120826.726562
Iteration 286Q: 35 clusters Score -1.576967e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 219602 members 
Mstep: Class 5 contains 102244 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136869 members 
Mstep: Class 9 contains 44366 members 
Mstep: Class 10 contains 11268 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8688 members 
Mstep: Class 13 contains 26787 members 
Mstep: Class 14 contains 308603 members 
Mstep: Class 15 contains 5252 members 
Mstep: Class 16 contains 24703 members 
Mstep: Class 17 contains 223351 members 
Mstep: Class 18 contains 10389 members 
Mstep: Class 19 contains 22746 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13135 members 
Mstep: Class 23 contains 63988 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 4718 members 
Mstep: Class 26 contains 6818 members 
Mstep: Class 27 contains 10113 members 
Mstep: Class 28 contains 7803 members 
Mstep: Class 29 contains 11033 members 
Mstep: Class 30 contains 23696 members 
Mstep: Class 31 contains 22202 members 
Mstep: Class 32 contains 7750 members 
Mstep: Class 33 contains 10574 members 
Mstep: Class 34 contains 7335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696656.000000 Penalty: 120826.726562
Iteration 287Q: 35 clusters Score -1.576967e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 219599 members 
Mstep: Class 5 contains 102244 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136868 members 
Mstep: Class 9 contains 44367 members 
Mstep: Class 10 contains 11282 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8685 members 
Mstep: Class 13 contains 26788 members 
Mstep: Class 14 contains 308593 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 24702 members 
Mstep: Class 17 contains 223350 members 
Mstep: Class 18 contains 10391 members 
Mstep: Class 19 contains 22746 members 
Mstep: Class 20 contains 11313 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13135 members 
Mstep: Class 23 contains 63988 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 4731 members 
Mstep: Class 26 contains 6817 members 
Mstep: Class 27 contains 10117 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 11035 members 
Mstep: Class 30 contains 23653 members 
Mstep: Class 31 contains 22210 members 
Mstep: Class 32 contains 7752 members 
Mstep: Class 33 contains 10575 members 
Mstep: Class 34 contains 7332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696784.000000 Penalty: 120826.726562
Iteration 288Q: 35 clusters Score -1.576968e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219593 members 
Mstep: Class 5 contains 102244 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136869 members 
Mstep: Class 9 contains 44367 members 
Mstep: Class 10 contains 11297 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8685 members 
Mstep: Class 13 contains 26786 members 
Mstep: Class 14 contains 308589 members 
Mstep: Class 15 contains 5249 members 
Mstep: Class 16 contains 24698 members 
Mstep: Class 17 contains 223353 members 
Mstep: Class 18 contains 10392 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 11313 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13135 members 
Mstep: Class 23 contains 63989 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 4738 members 
Mstep: Class 26 contains 6817 members 
Mstep: Class 27 contains 10120 members 
Mstep: Class 28 contains 7822 members 
Mstep: Class 29 contains 11036 members 
Mstep: Class 30 contains 23621 members 
Mstep: Class 31 contains 22220 members 
Mstep: Class 32 contains 7755 members 
Mstep: Class 33 contains 10575 members 
Mstep: Class 34 contains 7331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696768.000000 Penalty: 120826.726562
Iteration 289Q: 35 clusters Score -1.576968e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219593 members 
Mstep: Class 5 contains 102245 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136864 members 
Mstep: Class 9 contains 44366 members 
Mstep: Class 10 contains 11315 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 8682 members 
Mstep: Class 13 contains 26787 members 
Mstep: Class 14 contains 308587 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 24695 members 
Mstep: Class 17 contains 223353 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13135 members 
Mstep: Class 23 contains 63989 members 
Mstep: Class 24 contains 10836 members 
Mstep: Class 25 contains 4740 members 
Mstep: Class 26 contains 6815 members 
Mstep: Class 27 contains 10125 members 
Mstep: Class 28 contains 7835 members 
Mstep: Class 29 contains 11035 members 
Mstep: Class 30 contains 23591 members 
Mstep: Class 31 contains 22227 members 
Mstep: Class 32 contains 7757 members 
Mstep: Class 33 contains 10574 members 
Mstep: Class 34 contains 7330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696928.000000 Penalty: 120826.726562
Iteration 290Q: 35 clusters Score -1.576969e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219583 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136863 members 
Mstep: Class 9 contains 44367 members 
Mstep: Class 10 contains 11322 members 
Mstep: Class 11 contains 4789 members 
Mstep: Class 12 contains 8680 members 
Mstep: Class 13 contains 26790 members 
Mstep: Class 14 contains 308579 members 
Mstep: Class 15 contains 5251 members 
Mstep: Class 16 contains 24696 members 
Mstep: Class 17 contains 223352 members 
Mstep: Class 18 contains 10394 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 11314 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13135 members 
Mstep: Class 23 contains 63990 members 
Mstep: Class 24 contains 10843 members 
Mstep: Class 25 contains 4743 members 
Mstep: Class 26 contains 6814 members 
Mstep: Class 27 contains 10127 members 
Mstep: Class 28 contains 7838 members 
Mstep: Class 29 contains 11036 members 
Mstep: Class 30 contains 23570 members 
Mstep: Class 31 contains 22237 members 
Mstep: Class 32 contains 7761 members 
Mstep: Class 33 contains 10572 members 
Mstep: Class 34 contains 7331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696816.000000 Penalty: 120826.726562
Iteration 291Q: 35 clusters Score -1.576968e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219571 members 
Mstep: Class 5 contains 102247 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136863 members 
Mstep: Class 9 contains 44369 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 4788 members 
Mstep: Class 12 contains 8681 members 
Mstep: Class 13 contains 26788 members 
Mstep: Class 14 contains 308574 members 
Mstep: Class 15 contains 5249 members 
Mstep: Class 16 contains 24691 members 
Mstep: Class 17 contains 223354 members 
Mstep: Class 18 contains 10394 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 11313 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13135 members 
Mstep: Class 23 contains 63988 members 
Mstep: Class 24 contains 10849 members 
Mstep: Class 25 contains 4751 members 
Mstep: Class 26 contains 6815 members 
Mstep: Class 27 contains 10129 members 
Mstep: Class 28 contains 7840 members 
Mstep: Class 29 contains 11035 members 
Mstep: Class 30 contains 23538 members 
Mstep: Class 31 contains 22257 members 
Mstep: Class 32 contains 7764 members 
Mstep: Class 33 contains 10573 members 
Mstep: Class 34 contains 7331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696880.000000 Penalty: 120826.726562
Iteration 292Q: 35 clusters Score -1.576969e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219562 members 
Mstep: Class 5 contains 102247 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136863 members 
Mstep: Class 9 contains 44370 members 
Mstep: Class 10 contains 11348 members 
Mstep: Class 11 contains 4787 members 
Mstep: Class 12 contains 8681 members 
Mstep: Class 13 contains 26788 members 
Mstep: Class 14 contains 308569 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 24690 members 
Mstep: Class 17 contains 223355 members 
Mstep: Class 18 contains 10394 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 11315 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13135 members 
Mstep: Class 23 contains 63987 members 
Mstep: Class 24 contains 10852 members 
Mstep: Class 25 contains 4758 members 
Mstep: Class 26 contains 6815 members 
Mstep: Class 27 contains 10132 members 
Mstep: Class 28 contains 7847 members 
Mstep: Class 29 contains 11035 members 
Mstep: Class 30 contains 23500 members 
Mstep: Class 31 contains 22274 members 
Mstep: Class 32 contains 7769 members 
Mstep: Class 33 contains 10573 members 
Mstep: Class 34 contains 7331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696976.000000 Penalty: 120826.726562
Iteration 293Q: 35 clusters Score -1.57697e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219559 members 
Mstep: Class 5 contains 102247 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136862 members 
Mstep: Class 9 contains 44366 members 
Mstep: Class 10 contains 11367 members 
Mstep: Class 11 contains 4787 members 
Mstep: Class 12 contains 8682 members 
Mstep: Class 13 contains 26788 members 
Mstep: Class 14 contains 308558 members 
Mstep: Class 15 contains 5247 members 
Mstep: Class 16 contains 24689 members 
Mstep: Class 17 contains 223356 members 
Mstep: Class 18 contains 10394 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 11314 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13135 members 
Mstep: Class 23 contains 63986 members 
Mstep: Class 24 contains 10853 members 
Mstep: Class 25 contains 4769 members 
Mstep: Class 26 contains 6815 members 
Mstep: Class 27 contains 10134 members 
Mstep: Class 28 contains 7856 members 
Mstep: Class 29 contains 11038 members 
Mstep: Class 30 contains 23456 members 
Mstep: Class 31 contains 22293 members 
Mstep: Class 32 contains 7769 members 
Mstep: Class 33 contains 10573 members 
Mstep: Class 34 contains 7330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697024.000000 Penalty: 120826.726562
Iteration 294Q: 35 clusters Score -1.57697e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219551 members 
Mstep: Class 5 contains 102247 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136861 members 
Mstep: Class 9 contains 44368 members 
Mstep: Class 10 contains 11385 members 
Mstep: Class 11 contains 4787 members 
Mstep: Class 12 contains 8682 members 
Mstep: Class 13 contains 26786 members 
Mstep: Class 14 contains 308547 members 
Mstep: Class 15 contains 5249 members 
Mstep: Class 16 contains 24690 members 
Mstep: Class 17 contains 223357 members 
Mstep: Class 18 contains 10394 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 11313 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13135 members 
Mstep: Class 23 contains 63984 members 
Mstep: Class 24 contains 10854 members 
Mstep: Class 25 contains 4775 members 
Mstep: Class 26 contains 6815 members 
Mstep: Class 27 contains 10138 members 
Mstep: Class 28 contains 7860 members 
Mstep: Class 29 contains 11040 members 
Mstep: Class 30 contains 23425 members 
Mstep: Class 31 contains 22302 members 
Mstep: Class 32 contains 7772 members 
Mstep: Class 33 contains 10574 members 
Mstep: Class 34 contains 7332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697120.000000 Penalty: 120826.726562
Iteration 295Q: 35 clusters Score -1.576971e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219541 members 
Mstep: Class 5 contains 102247 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136860 members 
Mstep: Class 9 contains 44369 members 
Mstep: Class 10 contains 11399 members 
Mstep: Class 11 contains 4783 members 
Mstep: Class 12 contains 8683 members 
Mstep: Class 13 contains 26784 members 
Mstep: Class 14 contains 308542 members 
Mstep: Class 15 contains 5250 members 
Mstep: Class 16 contains 24686 members 
Mstep: Class 17 contains 223354 members 
Mstep: Class 18 contains 10393 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63985 members 
Mstep: Class 24 contains 10857 members 
Mstep: Class 25 contains 4778 members 
Mstep: Class 26 contains 6815 members 
Mstep: Class 27 contains 10140 members 
Mstep: Class 28 contains 7866 members 
Mstep: Class 29 contains 11044 members 
Mstep: Class 30 contains 23399 members 
Mstep: Class 31 contains 22312 members 
Mstep: Class 32 contains 7776 members 
Mstep: Class 33 contains 10573 members 
Mstep: Class 34 contains 7336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697136.000000 Penalty: 120826.726562
Iteration 296Q: 35 clusters Score -1.576971e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219535 members 
Mstep: Class 5 contains 102247 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136862 members 
Mstep: Class 9 contains 44370 members 
Mstep: Class 10 contains 11416 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 8681 members 
Mstep: Class 13 contains 26780 members 
Mstep: Class 14 contains 308538 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 24682 members 
Mstep: Class 17 contains 223349 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63985 members 
Mstep: Class 24 contains 10859 members 
Mstep: Class 25 contains 4780 members 
Mstep: Class 26 contains 6815 members 
Mstep: Class 27 contains 10140 members 
Mstep: Class 28 contains 7870 members 
Mstep: Class 29 contains 11047 members 
Mstep: Class 30 contains 23367 members 
Mstep: Class 31 contains 22327 members 
Mstep: Class 32 contains 7781 members 
Mstep: Class 33 contains 10575 members 
Mstep: Class 34 contains 7335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697072.000000 Penalty: 120826.726562
Iteration 297Q: 35 clusters Score -1.576971e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219533 members 
Mstep: Class 5 contains 102247 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 136861 members 
Mstep: Class 9 contains 44369 members 
Mstep: Class 10 contains 11440 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 8681 members 
Mstep: Class 13 contains 26780 members 
Mstep: Class 14 contains 308532 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 24680 members 
Mstep: Class 17 contains 223349 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63985 members 
Mstep: Class 24 contains 10866 members 
Mstep: Class 25 contains 4786 members 
Mstep: Class 26 contains 6816 members 
Mstep: Class 27 contains 10142 members 
Mstep: Class 28 contains 7870 members 
Mstep: Class 29 contains 11048 members 
Mstep: Class 30 contains 23328 members 
Mstep: Class 31 contains 22332 members 
Mstep: Class 32 contains 7784 members 
Mstep: Class 33 contains 10573 members 
Mstep: Class 34 contains 7335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697248.000000 Penalty: 120826.726562
Iteration 298Q: 35 clusters Score -1.576972e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219531 members 
Mstep: Class 5 contains 102247 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136863 members 
Mstep: Class 9 contains 44371 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 4787 members 
Mstep: Class 12 contains 8681 members 
Mstep: Class 13 contains 26780 members 
Mstep: Class 14 contains 308525 members 
Mstep: Class 15 contains 5247 members 
Mstep: Class 16 contains 24678 members 
Mstep: Class 17 contains 223348 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22746 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63985 members 
Mstep: Class 24 contains 10876 members 
Mstep: Class 25 contains 4791 members 
Mstep: Class 26 contains 6817 members 
Mstep: Class 27 contains 10144 members 
Mstep: Class 28 contains 7868 members 
Mstep: Class 29 contains 11048 members 
Mstep: Class 30 contains 23283 members 
Mstep: Class 31 contains 22337 members 
Mstep: Class 32 contains 7786 members 
Mstep: Class 33 contains 10576 members 
Mstep: Class 34 contains 7335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697200.000000 Penalty: 120826.726562
Iteration 299Q: 35 clusters Score -1.576972e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219523 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136864 members 
Mstep: Class 9 contains 44373 members 
Mstep: Class 10 contains 11490 members 
Mstep: Class 11 contains 4788 members 
Mstep: Class 12 contains 8683 members 
Mstep: Class 13 contains 26779 members 
Mstep: Class 14 contains 308518 members 
Mstep: Class 15 contains 5240 members 
Mstep: Class 16 contains 24680 members 
Mstep: Class 17 contains 223346 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63984 members 
Mstep: Class 24 contains 10884 members 
Mstep: Class 25 contains 4796 members 
Mstep: Class 26 contains 6818 members 
Mstep: Class 27 contains 10147 members 
Mstep: Class 28 contains 7870 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 23251 members 
Mstep: Class 31 contains 22344 members 
Mstep: Class 32 contains 7787 members 
Mstep: Class 33 contains 10573 members 
Mstep: Class 34 contains 7334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697184.000000 Penalty: 120826.726562
Iteration 300F: 35 clusters Score -1.576972e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219517 members 
Mstep: Class 5 contains 102245 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136866 members 
Mstep: Class 9 contains 44370 members 
Mstep: Class 10 contains 11517 members 
Mstep: Class 11 contains 4790 members 
Mstep: Class 12 contains 8684 members 
Mstep: Class 13 contains 26779 members 
Mstep: Class 14 contains 308506 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 24679 members 
Mstep: Class 17 contains 223347 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63984 members 
Mstep: Class 24 contains 10889 members 
Mstep: Class 25 contains 4798 members 
Mstep: Class 26 contains 6820 members 
Mstep: Class 27 contains 10148 members 
Mstep: Class 28 contains 7872 members 
Mstep: Class 29 contains 11048 members 
Mstep: Class 30 contains 23227 members 
Mstep: Class 31 contains 22350 members 
Mstep: Class 32 contains 7787 members 
Mstep: Class 33 contains 10571 members 
Mstep: Class 34 contains 7333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697264.000000 Penalty: 120826.726562
Iteration 301Q: 35 clusters Score -1.576973e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219524 members 
Mstep: Class 5 contains 102245 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136867 members 
Mstep: Class 9 contains 44367 members 
Mstep: Class 10 contains 11537 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 8685 members 
Mstep: Class 13 contains 26777 members 
Mstep: Class 14 contains 308494 members 
Mstep: Class 15 contains 5244 members 
Mstep: Class 16 contains 24678 members 
Mstep: Class 17 contains 223344 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11313 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63984 members 
Mstep: Class 24 contains 10895 members 
Mstep: Class 25 contains 4801 members 
Mstep: Class 26 contains 6821 members 
Mstep: Class 27 contains 10151 members 
Mstep: Class 28 contains 7875 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 23196 members 
Mstep: Class 31 contains 22354 members 
Mstep: Class 32 contains 7789 members 
Mstep: Class 33 contains 10564 members 
Mstep: Class 34 contains 7333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697280.000000 Penalty: 120826.726562
Iteration 302Q: 35 clusters Score -1.576973e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219525 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136868 members 
Mstep: Class 9 contains 44370 members 
Mstep: Class 10 contains 11569 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8687 members 
Mstep: Class 13 contains 26778 members 
Mstep: Class 14 contains 308476 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 24675 members 
Mstep: Class 17 contains 223344 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63984 members 
Mstep: Class 24 contains 10899 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 6822 members 
Mstep: Class 27 contains 10154 members 
Mstep: Class 28 contains 7875 members 
Mstep: Class 29 contains 11048 members 
Mstep: Class 30 contains 23170 members 
Mstep: Class 31 contains 22355 members 
Mstep: Class 32 contains 7791 members 
Mstep: Class 33 contains 10561 members 
Mstep: Class 34 contains 7333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697328.000000 Penalty: 120826.726562
Iteration 303Q: 35 clusters Score -1.576973e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219521 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 136868 members 
Mstep: Class 9 contains 44372 members 
Mstep: Class 10 contains 11598 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8686 members 
Mstep: Class 13 contains 26778 members 
Mstep: Class 14 contains 308463 members 
Mstep: Class 15 contains 5247 members 
Mstep: Class 16 contains 24675 members 
Mstep: Class 17 contains 223343 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63984 members 
Mstep: Class 24 contains 10906 members 
Mstep: Class 25 contains 4811 members 
Mstep: Class 26 contains 6823 members 
Mstep: Class 27 contains 10159 members 
Mstep: Class 28 contains 7875 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 23134 members 
Mstep: Class 31 contains 22358 members 
Mstep: Class 32 contains 7792 members 
Mstep: Class 33 contains 10560 members 
Mstep: Class 34 contains 7331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697440.000000 Penalty: 120826.726562
Iteration 304Q: 35 clusters Score -1.576974e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219519 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 136869 members 
Mstep: Class 9 contains 44378 members 
Mstep: Class 10 contains 11641 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8685 members 
Mstep: Class 13 contains 26775 members 
Mstep: Class 14 contains 308445 members 
Mstep: Class 15 contains 5250 members 
Mstep: Class 16 contains 24672 members 
Mstep: Class 17 contains 223345 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63983 members 
Mstep: Class 24 contains 10913 members 
Mstep: Class 25 contains 4817 members 
Mstep: Class 26 contains 6823 members 
Mstep: Class 27 contains 10161 members 
Mstep: Class 28 contains 7877 members 
Mstep: Class 29 contains 11049 members 
Mstep: Class 30 contains 23082 members 
Mstep: Class 31 contains 22367 members 
Mstep: Class 32 contains 7793 members 
Mstep: Class 33 contains 10559 members 
Mstep: Class 34 contains 7332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697328.000000 Penalty: 120826.726562
Iteration 305Q: 35 clusters Score -1.576973e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219509 members 
Mstep: Class 5 contains 102247 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 136871 members 
Mstep: Class 9 contains 44383 members 
Mstep: Class 10 contains 11676 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8684 members 
Mstep: Class 13 contains 26773 members 
Mstep: Class 14 contains 308440 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 24669 members 
Mstep: Class 17 contains 223344 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63983 members 
Mstep: Class 24 contains 10919 members 
Mstep: Class 25 contains 4822 members 
Mstep: Class 26 contains 6824 members 
Mstep: Class 27 contains 10163 members 
Mstep: Class 28 contains 7878 members 
Mstep: Class 29 contains 11050 members 
Mstep: Class 30 contains 23039 members 
Mstep: Class 31 contains 22375 members 
Mstep: Class 32 contains 7793 members 
Mstep: Class 33 contains 10554 members 
Mstep: Class 34 contains 7333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697456.000000 Penalty: 120826.726562
Iteration 306Q: 35 clusters Score -1.576975e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219510 members 
Mstep: Class 5 contains 102248 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 136870 members 
Mstep: Class 9 contains 44383 members 
Mstep: Class 10 contains 11729 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8684 members 
Mstep: Class 13 contains 26769 members 
Mstep: Class 14 contains 308428 members 
Mstep: Class 15 contains 5252 members 
Mstep: Class 16 contains 24667 members 
Mstep: Class 17 contains 223346 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22747 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63983 members 
Mstep: Class 24 contains 10922 members 
Mstep: Class 25 contains 4830 members 
Mstep: Class 26 contains 6823 members 
Mstep: Class 27 contains 10164 members 
Mstep: Class 28 contains 7879 members 
Mstep: Class 29 contains 11050 members 
Mstep: Class 30 contains 22990 members 
Mstep: Class 31 contains 22375 members 
Mstep: Class 32 contains 7793 members 
Mstep: Class 33 contains 10552 members 
Mstep: Class 34 contains 7332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697584.000000 Penalty: 120826.726562
Iteration 307Q: 35 clusters Score -1.576976e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219511 members 
Mstep: Class 5 contains 102248 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 136873 members 
Mstep: Class 9 contains 44387 members 
Mstep: Class 10 contains 11788 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8684 members 
Mstep: Class 13 contains 26764 members 
Mstep: Class 14 contains 308412 members 
Mstep: Class 15 contains 5250 members 
Mstep: Class 16 contains 24665 members 
Mstep: Class 17 contains 223345 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22749 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63984 members 
Mstep: Class 24 contains 10924 members 
Mstep: Class 25 contains 4842 members 
Mstep: Class 26 contains 6824 members 
Mstep: Class 27 contains 10167 members 
Mstep: Class 28 contains 7882 members 
Mstep: Class 29 contains 11050 members 
Mstep: Class 30 contains 22926 members 
Mstep: Class 31 contains 22376 members 
Mstep: Class 32 contains 7793 members 
Mstep: Class 33 contains 10548 members 
Mstep: Class 34 contains 7331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697792.000000 Penalty: 120826.726562
Iteration 308Q: 35 clusters Score -1.576978e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 219509 members 
Mstep: Class 5 contains 102248 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 136873 members 
Mstep: Class 9 contains 44392 members 
Mstep: Class 10 contains 11843 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8680 members 
Mstep: Class 13 contains 26764 members 
Mstep: Class 14 contains 308376 members 
Mstep: Class 15 contains 5255 members 
Mstep: Class 16 contains 24666 members 
Mstep: Class 17 contains 223342 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22750 members 
Mstep: Class 20 contains 11310 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63981 members 
Mstep: Class 24 contains 10927 members 
Mstep: Class 25 contains 4866 members 
Mstep: Class 26 contains 6824 members 
Mstep: Class 27 contains 10172 members 
Mstep: Class 28 contains 7883 members 
Mstep: Class 29 contains 11048 members 
Mstep: Class 30 contains 22870 members 
Mstep: Class 31 contains 22377 members 
Mstep: Class 32 contains 7795 members 
Mstep: Class 33 contains 10546 members 
Mstep: Class 34 contains 7330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697744.000000 Penalty: 120826.726562
Iteration 309Q: 35 clusters Score -1.576977e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 219507 members 
Mstep: Class 5 contains 102247 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 136874 members 
Mstep: Class 9 contains 44394 members 
Mstep: Class 10 contains 11891 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8678 members 
Mstep: Class 13 contains 26763 members 
Mstep: Class 14 contains 308357 members 
Mstep: Class 15 contains 5249 members 
Mstep: Class 16 contains 24669 members 
Mstep: Class 17 contains 223339 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22751 members 
Mstep: Class 20 contains 11309 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63981 members 
Mstep: Class 24 contains 10930 members 
Mstep: Class 25 contains 4891 members 
Mstep: Class 26 contains 6824 members 
Mstep: Class 27 contains 10175 members 
Mstep: Class 28 contains 7884 members 
Mstep: Class 29 contains 11050 members 
Mstep: Class 30 contains 22810 members 
Mstep: Class 31 contains 22384 members 
Mstep: Class 32 contains 7796 members 
Mstep: Class 33 contains 10543 members 
Mstep: Class 34 contains 7331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697744.000000 Penalty: 120826.726562
Iteration 310Q: 35 clusters Score -1.576977e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 219497 members 
Mstep: Class 5 contains 102247 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 136872 members 
Mstep: Class 9 contains 44393 members 
Mstep: Class 10 contains 11940 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8681 members 
Mstep: Class 13 contains 26760 members 
Mstep: Class 14 contains 308344 members 
Mstep: Class 15 contains 5242 members 
Mstep: Class 16 contains 24668 members 
Mstep: Class 17 contains 223340 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22752 members 
Mstep: Class 20 contains 11309 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63981 members 
Mstep: Class 24 contains 10937 members 
Mstep: Class 25 contains 4915 members 
Mstep: Class 26 contains 6824 members 
Mstep: Class 27 contains 10178 members 
Mstep: Class 28 contains 7885 members 
Mstep: Class 29 contains 11053 members 
Mstep: Class 30 contains 22758 members 
Mstep: Class 31 contains 22387 members 
Mstep: Class 32 contains 7798 members 
Mstep: Class 33 contains 10535 members 
Mstep: Class 34 contains 7330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697808.000000 Penalty: 120826.726562
Iteration 311Q: 35 clusters Score -1.576978e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 219490 members 
Mstep: Class 5 contains 102247 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 136871 members 
Mstep: Class 9 contains 44388 members 
Mstep: Class 10 contains 11983 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8685 members 
Mstep: Class 13 contains 26759 members 
Mstep: Class 14 contains 308323 members 
Mstep: Class 15 contains 5242 members 
Mstep: Class 16 contains 24670 members 
Mstep: Class 17 contains 223342 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22753 members 
Mstep: Class 20 contains 11310 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63980 members 
Mstep: Class 24 contains 10948 members 
Mstep: Class 25 contains 4935 members 
Mstep: Class 26 contains 6824 members 
Mstep: Class 27 contains 10185 members 
Mstep: Class 28 contains 7889 members 
Mstep: Class 29 contains 11056 members 
Mstep: Class 30 contains 22688 members 
Mstep: Class 31 contains 22394 members 
Mstep: Class 32 contains 7798 members 
Mstep: Class 33 contains 10532 members 
Mstep: Class 34 contains 7328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697904.000000 Penalty: 120826.726562
Iteration 312Q: 35 clusters Score -1.576979e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5869 members 
Mstep: Class 4 contains 219474 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136870 members 
Mstep: Class 9 contains 44380 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8685 members 
Mstep: Class 13 contains 26757 members 
Mstep: Class 14 contains 308295 members 
Mstep: Class 15 contains 5243 members 
Mstep: Class 16 contains 24675 members 
Mstep: Class 17 contains 223342 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22753 members 
Mstep: Class 20 contains 11310 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63980 members 
Mstep: Class 24 contains 10960 members 
Mstep: Class 25 contains 4963 members 
Mstep: Class 26 contains 6827 members 
Mstep: Class 27 contains 10186 members 
Mstep: Class 28 contains 7896 members 
Mstep: Class 29 contains 11057 members 
Mstep: Class 30 contains 22617 members 
Mstep: Class 31 contains 22405 members 
Mstep: Class 32 contains 7798 members 
Mstep: Class 33 contains 10533 members 
Mstep: Class 34 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697888.000000 Penalty: 120826.726562
Iteration 313Q: 35 clusters Score -1.576979e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 219452 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136869 members 
Mstep: Class 9 contains 44378 members 
Mstep: Class 10 contains 12067 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8686 members 
Mstep: Class 13 contains 26759 members 
Mstep: Class 14 contains 308279 members 
Mstep: Class 15 contains 5247 members 
Mstep: Class 16 contains 24677 members 
Mstep: Class 17 contains 223341 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22754 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63980 members 
Mstep: Class 24 contains 10972 members 
Mstep: Class 25 contains 4988 members 
Mstep: Class 26 contains 6828 members 
Mstep: Class 27 contains 10190 members 
Mstep: Class 28 contains 7904 members 
Mstep: Class 29 contains 11060 members 
Mstep: Class 30 contains 22545 members 
Mstep: Class 31 contains 22422 members 
Mstep: Class 32 contains 7799 members 
Mstep: Class 33 contains 10526 members 
Mstep: Class 34 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697904.000000 Penalty: 120826.726562
Iteration 314Q: 35 clusters Score -1.576979e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 219439 members 
Mstep: Class 5 contains 102247 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136866 members 
Mstep: Class 9 contains 44375 members 
Mstep: Class 10 contains 12099 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8687 members 
Mstep: Class 13 contains 26756 members 
Mstep: Class 14 contains 308259 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 24680 members 
Mstep: Class 17 contains 223337 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22756 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63980 members 
Mstep: Class 24 contains 10985 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 6827 members 
Mstep: Class 27 contains 10193 members 
Mstep: Class 28 contains 7912 members 
Mstep: Class 29 contains 11063 members 
Mstep: Class 30 contains 22483 members 
Mstep: Class 31 contains 22433 members 
Mstep: Class 32 contains 7799 members 
Mstep: Class 33 contains 10520 members 
Mstep: Class 34 contains 7332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697856.000000 Penalty: 120826.726562
Iteration 315Q: 35 clusters Score -1.576979e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 219428 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136864 members 
Mstep: Class 9 contains 44375 members 
Mstep: Class 10 contains 12129 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8685 members 
Mstep: Class 13 contains 26752 members 
Mstep: Class 14 contains 308243 members 
Mstep: Class 15 contains 5249 members 
Mstep: Class 16 contains 24681 members 
Mstep: Class 17 contains 223334 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 22756 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63978 members 
Mstep: Class 24 contains 10995 members 
Mstep: Class 25 contains 5042 members 
Mstep: Class 26 contains 6827 members 
Mstep: Class 27 contains 10195 members 
Mstep: Class 28 contains 7922 members 
Mstep: Class 29 contains 11064 members 
Mstep: Class 30 contains 22416 members 
Mstep: Class 31 contains 22447 members 
Mstep: Class 32 contains 7800 members 
Mstep: Class 33 contains 10516 members 
Mstep: Class 34 contains 7332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697904.000000 Penalty: 120826.726562
Iteration 316Q: 35 clusters Score -1.576979e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219422 members 
Mstep: Class 5 contains 102245 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136862 members 
Mstep: Class 9 contains 44376 members 
Mstep: Class 10 contains 12157 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8685 members 
Mstep: Class 13 contains 26750 members 
Mstep: Class 14 contains 308236 members 
Mstep: Class 15 contains 5252 members 
Mstep: Class 16 contains 24682 members 
Mstep: Class 17 contains 223331 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 22755 members 
Mstep: Class 20 contains 11308 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63977 members 
Mstep: Class 24 contains 11001 members 
Mstep: Class 25 contains 5074 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 10200 members 
Mstep: Class 28 contains 7928 members 
Mstep: Class 29 contains 11066 members 
Mstep: Class 30 contains 22330 members 
Mstep: Class 31 contains 22460 members 
Mstep: Class 32 contains 7802 members 
Mstep: Class 33 contains 10513 members 
Mstep: Class 34 contains 7333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698032.000000 Penalty: 120826.726562
Iteration 317Q: 35 clusters Score -1.57698e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 219418 members 
Mstep: Class 5 contains 102245 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136864 members 
Mstep: Class 9 contains 44377 members 
Mstep: Class 10 contains 12178 members 
Mstep: Class 11 contains 4796 members 
Mstep: Class 12 contains 8685 members 
Mstep: Class 13 contains 26744 members 
Mstep: Class 14 contains 308220 members 
Mstep: Class 15 contains 5251 members 
Mstep: Class 16 contains 24680 members 
Mstep: Class 17 contains 223332 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 22753 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63977 members 
Mstep: Class 24 contains 11008 members 
Mstep: Class 25 contains 5100 members 
Mstep: Class 26 contains 6835 members 
Mstep: Class 27 contains 10203 members 
Mstep: Class 28 contains 7933 members 
Mstep: Class 29 contains 11071 members 
Mstep: Class 30 contains 22263 members 
Mstep: Class 31 contains 22476 members 
Mstep: Class 32 contains 7805 members 
Mstep: Class 33 contains 10510 members 
Mstep: Class 34 contains 7331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697968.000000 Penalty: 120826.726562
Iteration 318Q: 35 clusters Score -1.57698e+08 nChanged 207
Entering ConstructFrom: 
Score: -157697968.000000 Penalty: 120826.726562
Entering ConstructFrom: 
Trying to split cluster 1 (35235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Entering Unmasked Estep 
Score: -3440564.500000 Penalty: 2596.509277
	Iteration 0F: 2 clusters Score -3440564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -3416440.000000 Penalty: 5193.018555
	Iteration 0F: 3 clusters Score -3416440 nChanged 15981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3425298.500000 Penalty: 5193.018555
	Iteration 1F: 3 clusters Score -3425298 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -3425852.750000 Penalty: 5193.018555
	Iteration 2Q: 3 clusters Score -3425853 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3426490.250000 Penalty: 5193.018555
	Iteration 3Q: 3 clusters Score -3426490 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3427348.500000 Penalty: 5193.018555
	Iteration 4F: 3 clusters Score -3427348 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3428545.250000 Penalty: 5193.018555
	Iteration 5F: 3 clusters Score -3428545 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -3430383.750000 Penalty: 5193.018555
	Iteration 6F: 3 clusters Score -3430384 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -3432644.250000 Penalty: 5193.018555
	Iteration 7F: 3 clusters Score -3432644 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3434977.500000 Penalty: 5193.018555
	Iteration 8F: 3 clusters Score -3434978 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3436694.750000 Penalty: 5193.018555
	Iteration 9Q: 3 clusters Score -3436695 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3437696.750000 Penalty: 5193.018555
	Iteration 10Q: 3 clusters Score -3437697 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3438193.000000 Penalty: 5193.018555
	Iteration 11Q: 3 clusters Score -3438193 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3438429.000000 Penalty: 5193.018555
	Iteration 12Q: 3 clusters Score -3438429 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3438545.750000 Penalty: 5193.018555
	Iteration 13Q: 3 clusters Score -3438546 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3438604.750000 Penalty: 5193.018555
	Iteration 14Q: 3 clusters Score -3438605 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3438653.750000 Penalty: 5193.018555
	Iteration 15Q: 3 clusters Score -3438654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3438683.500000 Penalty: 5193.018555
	Iteration 16Q: 3 clusters Score -3438684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3438720.250000 Penalty: 5193.018555
	Iteration 17Q: 3 clusters Score -3438720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3438737.750000 Penalty: 5193.018555
	Iteration 18Q: 3 clusters Score -3438738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3438754.000000 Penalty: 5193.018555
	Iteration 19Q: 3 clusters Score -3438754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3438771.000000 Penalty: 5193.018555
	Iteration 20F: 3 clusters Score -3438771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3438789.750000 Penalty: 5193.018555
	Iteration 21Q: 3 clusters Score -3438790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3438817.750000 Penalty: 5193.018555
	Iteration 22Q: 3 clusters Score -3438818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3438827.000000 Penalty: 5193.018555
	Iteration 23Q: 3 clusters Score -3438827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3438845.000000 Penalty: 5193.018555
	Iteration 24Q: 3 clusters Score -3438845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3438863.000000 Penalty: 5193.018555
	Iteration 25Q: 3 clusters Score -3438863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3438869.750000 Penalty: 5193.018555
	Iteration 26Q: 3 clusters Score -3438870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3438874.500000 Penalty: 5193.018555
	Iteration 27Q: 3 clusters Score -3438874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3438878.500000 Penalty: 5193.018555
	Iteration 28Q: 3 clusters Score -3438878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3438886.500000 Penalty: 5193.018555
	Iteration 29Q: 3 clusters Score -3438886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3438889.500000 Penalty: 5193.018555
	Iteration 30Q: 3 clusters Score -3438890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3438895.000000 Penalty: 5193.018555
	Iteration 31Q: 3 clusters Score -3438895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3438899.750000 Penalty: 5193.018555
	Iteration 32Q: 3 clusters Score -3438900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3438906.750000 Penalty: 5193.018555
	Iteration 33Q: 3 clusters Score -3438907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3438908.750000 Penalty: 5193.018555
	Iteration 34Q: 3 clusters Score -3438909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3438908.250000 Penalty: 5193.018555
	Iteration 35Q: 3 clusters Score -3438908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3438912.250000 Penalty: 5193.018555
	Iteration 36Q: 3 clusters Score -3438912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3438916.000000 Penalty: 5193.018555
	Iteration 37Q: 3 clusters Score -3438916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3438912.750000 Penalty: 5193.018555
	Iteration 38Q: 3 clusters Score -3438913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3438912.500000 Penalty: 5193.018555
	Iteration 39Q: 3 clusters Score -3438912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3438913.500000 Penalty: 5193.018555
	Iteration 40F: 3 clusters Score -3438914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3438915.250000 Penalty: 5193.018555
	Iteration 41Q: 3 clusters Score -3438915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3438912.250000 Penalty: 5193.018555
	Iteration 42Q: 3 clusters Score -3438912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3438914.000000 Penalty: 5193.018555
	Iteration 43Q: 3 clusters Score -3438914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3438915.750000 Penalty: 5193.018555
	Iteration 44Q: 3 clusters Score -3438916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3438916.500000 Penalty: 5193.018555
	Iteration 45Q: 3 clusters Score -3438916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3438919.750000 Penalty: 5193.018555
	Iteration 46Q: 3 clusters Score -3438920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3438924.250000 Penalty: 5193.018555
	Iteration 47Q: 3 clusters Score -3438924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3438921.000000 Penalty: 5193.018555
	Iteration 48Q: 3 clusters Score -3438921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3438919.500000 Penalty: 5193.018555
	Iteration 49Q: 3 clusters Score -3438920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3438919.750000 Penalty: 5193.018555
	Iteration 50Q: 3 clusters Score -3438920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3438925.750000 Penalty: 5193.018555
	Iteration 51Q: 3 clusters Score -3438926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3438925.750000 Penalty: 5193.018555
	Iteration 52F: 3 clusters Score -3438926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Entering Unmasked Estep 
Score: -1138137.125000 Penalty: 2325.401123
	Iteration 0F: 2 clusters Score -1138137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1129298.000000 Penalty: 4650.802246
	Iteration 0F: 3 clusters Score -1129298 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1131945.375000 Penalty: 4650.802246
	Iteration 1F: 3 clusters Score -1131945 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1132222.500000 Penalty: 4650.802246
	Iteration 2F: 3 clusters Score -1132222 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1132399.875000 Penalty: 4650.802246
	Iteration 3Q: 3 clusters Score -1132400 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1132567.750000 Penalty: 4650.802246
	Iteration 4Q: 3 clusters Score -1132568 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1132706.375000 Penalty: 4650.802246
	Iteration 5Q: 3 clusters Score -1132706 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1132835.250000 Penalty: 4650.802246
	Iteration 6Q: 3 clusters Score -1132835 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1132966.625000 Penalty: 4650.802246
	Iteration 7Q: 3 clusters Score -1132967 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1133080.125000 Penalty: 4650.802246
	Iteration 8Q: 3 clusters Score -1133080 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1133204.000000 Penalty: 4650.802246
	Iteration 9Q: 3 clusters Score -1133204 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1133346.125000 Penalty: 4650.802246
	Iteration 10Q: 3 clusters Score -1133346 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1133529.375000 Penalty: 4650.802246
	Iteration 11Q: 3 clusters Score -1133529 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1133759.000000 Penalty: 4650.802246
	Iteration 12Q: 3 clusters Score -1133759 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1134028.750000 Penalty: 4650.802246
	Iteration 13Q: 3 clusters Score -1134029 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1134301.000000 Penalty: 4650.802246
	Iteration 14Q: 3 clusters Score -1134301 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1134560.500000 Penalty: 4650.802246
	Iteration 15Q: 3 clusters Score -1134560 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1134781.250000 Penalty: 4650.802246
	Iteration 16Q: 3 clusters Score -1134781 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1134992.250000 Penalty: 4650.802246
	Iteration 17Q: 3 clusters Score -1134992 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1135203.125000 Penalty: 4650.802246
	Iteration 18Q: 3 clusters Score -1135203 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1135411.125000 Penalty: 4650.802246
	Iteration 19Q: 3 clusters Score -1135411 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1135650.000000 Penalty: 4650.802246
	Iteration 20F: 3 clusters Score -1135650 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1135881.750000 Penalty: 4650.802246
	Iteration 21Q: 3 clusters Score -1135882 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1136110.125000 Penalty: 4650.802246
	Iteration 22Q: 3 clusters Score -1136110 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1136364.000000 Penalty: 4650.802246
	Iteration 23Q: 3 clusters Score -1136364 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1136637.875000 Penalty: 4650.802246
	Iteration 24Q: 3 clusters Score -1136638 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1136967.625000 Penalty: 4650.802246
	Iteration 25Q: 3 clusters Score -1136968 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1137303.625000 Penalty: 4650.802246
	Iteration 26Q: 3 clusters Score -1137304 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1137590.250000 Penalty: 4650.802246
	Iteration 27Q: 3 clusters Score -1137590 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1137790.875000 Penalty: 4650.802246
	Iteration 28Q: 3 clusters Score -1137791 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1137869.750000 Penalty: 4650.802246
	Iteration 29Q: 3 clusters Score -1137870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1137892.125000 Penalty: 4650.802246
	Iteration 30Q: 3 clusters Score -1137892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1137901.750000 Penalty: 4650.802246
	Iteration 31Q: 3 clusters Score -1137902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1137909.500000 Penalty: 4650.802246
	Iteration 32Q: 3 clusters Score -1137910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1137911.000000 Penalty: 4650.802246
	Iteration 33Q: 3 clusters Score -1137911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1137913.625000 Penalty: 4650.802246
	Iteration 34Q: 3 clusters Score -1137914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1137915.375000 Penalty: 4650.802246
	Iteration 35Q: 3 clusters Score -1137915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1137916.250000 Penalty: 4650.802246
	Iteration 36Q: 3 clusters Score -1137916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1137916.250000 Penalty: 4650.802246
	Iteration 37F: 3 clusters Score -1137916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Entering Unmasked Estep 
Score: -557772.500000 Penalty: 2152.131836
	Iteration 0F: 2 clusters Score -557772.5 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 2988 members 
Entering Unmasked Estep 
Score: -552674.687500 Penalty: 4304.263672
	Iteration 0F: 3 clusters Score -552674.7 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -553936.937500 Penalty: 4304.263672
	Iteration 1F: 3 clusters Score -553936.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -554169.812500 Penalty: 4304.263672
	Iteration 2F: 3 clusters Score -554169.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -554330.437500 Penalty: 4304.263672
	Iteration 3Q: 3 clusters Score -554330.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -554489.750000 Penalty: 4304.263672
	Iteration 4Q: 3 clusters Score -554489.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -554613.437500 Penalty: 4304.263672
	Iteration 5Q: 3 clusters Score -554613.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -554741.437500 Penalty: 4304.263672
	Iteration 6Q: 3 clusters Score -554741.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -554873.812500 Penalty: 4304.263672
	Iteration 7Q: 3 clusters Score -554873.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -555022.500000 Penalty: 4304.263672
	Iteration 8Q: 3 clusters Score -555022.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -555191.875000 Penalty: 4304.263672
	Iteration 9Q: 3 clusters Score -555191.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -555393.000000 Penalty: 4304.263672
	Iteration 10Q: 3 clusters Score -555393 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -555575.750000 Penalty: 4304.263672
	Iteration 11Q: 3 clusters Score -555575.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -555770.812500 Penalty: 4304.263672
	Iteration 12Q: 3 clusters Score -555770.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -555950.125000 Penalty: 4304.263672
	Iteration 13Q: 3 clusters Score -555950.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -556079.125000 Penalty: 4304.263672
	Iteration 14Q: 3 clusters Score -556079.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -556178.375000 Penalty: 4304.263672
	Iteration 15Q: 3 clusters Score -556178.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -556266.687500 Penalty: 4304.263672
	Iteration 16Q: 3 clusters Score -556266.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -556328.687500 Penalty: 4304.263672
	Iteration 17Q: 3 clusters Score -556328.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -556403.500000 Penalty: 4304.263672
	Iteration 18Q: 3 clusters Score -556403.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -556509.562500 Penalty: 4304.263672
	Iteration 19Q: 3 clusters Score -556509.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -556603.125000 Penalty: 4304.263672
	Iteration 20F: 3 clusters Score -556603.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -556725.250000 Penalty: 4304.263672
	Iteration 21Q: 3 clusters Score -556725.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -556825.875000 Penalty: 4304.263672
	Iteration 22Q: 3 clusters Score -556825.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -556925.875000 Penalty: 4304.263672
	Iteration 23Q: 3 clusters Score -556925.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -556983.312500 Penalty: 4304.263672
	Iteration 24Q: 3 clusters Score -556983.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -557007.937500 Penalty: 4304.263672
	Iteration 25Q: 3 clusters Score -557007.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -557021.500000 Penalty: 4304.263672
	Iteration 26Q: 3 clusters Score -557021.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -557028.062500 Penalty: 4304.263672
	Iteration 27Q: 3 clusters Score -557028.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -557036.875000 Penalty: 4304.263672
	Iteration 28Q: 3 clusters Score -557036.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -557042.125000 Penalty: 4304.263672
	Iteration 29Q: 3 clusters Score -557042.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -557045.750000 Penalty: 4304.263672
	Iteration 30Q: 3 clusters Score -557045.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -557048.500000 Penalty: 4304.263672
	Iteration 31Q: 3 clusters Score -557048.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -557050.500000 Penalty: 4304.263672
	Iteration 32Q: 3 clusters Score -557050.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -557050.062500 Penalty: 4304.263672
	Iteration 33Q: 3 clusters Score -557050.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -557049.937500 Penalty: 4304.263672
	Iteration 34Q: 3 clusters Score -557049.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -557052.312500 Penalty: 4304.263672
	Iteration 35Q: 3 clusters Score -557052.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -557052.687500 Penalty: 4304.263672
	Iteration 36Q: 3 clusters Score -557052.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -557052.000000 Penalty: 4304.263672
	Iteration 37Q: 3 clusters Score -557052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -557052.812500 Penalty: 4304.263672
	Iteration 38Q: 3 clusters Score -557052.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -557052.812500 Penalty: 4304.263672
	Iteration 39F: 3 clusters Score -557052.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (219417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219417 members 
Entering Unmasked Estep 
Score: -21475004.000000 Penalty: 3050.084717
	Iteration 0F: 2 clusters Score -2.1475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109721 members 
Mstep: Class 2 contains 109696 members 
Entering Unmasked Estep 
Score: -21330564.000000 Penalty: 6100.169434
	Iteration 0F: 3 clusters Score -2.133056e+07 nChanged 105409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108866 members 
Mstep: Class 2 contains 110551 members 
Entering Unmasked Estep 
Score: -21391882.000000 Penalty: 6100.169434
	Iteration 1F: 3 clusters Score -2.139188e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108278 members 
Mstep: Class 2 contains 111139 members 
Entering Unmasked Estep 
Score: -21392808.000000 Penalty: 6100.169434
	Iteration 2Q: 3 clusters Score -2.139281e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107128 members 
Mstep: Class 2 contains 112289 members 
Entering Unmasked Estep 
Score: -21394088.000000 Penalty: 6100.169434
	Iteration 3Q: 3 clusters Score -2.139409e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105101 members 
Mstep: Class 2 contains 114316 members 
Entering Unmasked Estep 
Score: -21395244.000000 Penalty: 6100.169434
	Iteration 4Q: 3 clusters Score -2.139524e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101870 members 
Mstep: Class 2 contains 117547 members 
Entering Unmasked Estep 
Score: -21397636.000000 Penalty: 6100.169434
	Iteration 5Q: 3 clusters Score -2.139764e+07 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96874 members 
Mstep: Class 2 contains 122543 members 
Entering Unmasked Estep 
Score: -21401544.000000 Penalty: 6100.169434
	Iteration 6Q: 3 clusters Score -2.140154e+07 nChanged 12128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89816 members 
Mstep: Class 2 contains 129601 members 
Entering Unmasked Estep 
Score: -21407802.000000 Penalty: 6100.169434
	Iteration 7F: 3 clusters Score -2.14078e+07 nChanged 14095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80599 members 
Mstep: Class 2 contains 138818 members 
Entering Unmasked Estep 
Score: -21415654.000000 Penalty: 6100.169434
	Iteration 8F: 3 clusters Score -2.141565e+07 nChanged 15102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69707 members 
Mstep: Class 2 contains 149710 members 
Entering Unmasked Estep 
Score: -21424670.000000 Penalty: 6100.169434
	Iteration 9F: 3 clusters Score -2.142467e+07 nChanged 14192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58395 members 
Mstep: Class 2 contains 161022 members 
Entering Unmasked Estep 
Score: -21432824.000000 Penalty: 6100.169434
	Iteration 10F: 3 clusters Score -2.143282e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 171772 members 
Entering Unmasked Estep 
Score: -21439724.000000 Penalty: 6100.169434
	Iteration 11F: 3 clusters Score -2.143972e+07 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 182088 members 
Entering Unmasked Estep 
Score: -21446148.000000 Penalty: 6100.169434
	Iteration 12Q: 3 clusters Score -2.144615e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 191702 members 
Entering Unmasked Estep 
Score: -21452158.000000 Penalty: 6100.169434
	Iteration 13Q: 3 clusters Score -2.145216e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 200420 members 
Entering Unmasked Estep 
Score: -21457938.000000 Penalty: 6100.169434
	Iteration 14Q: 3 clusters Score -2.145794e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 207623 members 
Entering Unmasked Estep 
Score: -21463180.000000 Penalty: 6100.169434
	Iteration 15Q: 3 clusters Score -2.146318e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 212889 members 
Entering Unmasked Estep 
Score: -21467364.000000 Penalty: 6100.169434
	Iteration 16Q: 3 clusters Score -2.146736e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 216164 members 
Entering Unmasked Estep 
Score: -21469896.000000 Penalty: 6100.169434
	Iteration 17Q: 3 clusters Score -2.14699e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 217772 members 
Entering Unmasked Estep 
Score: -21471272.000000 Penalty: 6100.169434
	Iteration 18Q: 3 clusters Score -2.147127e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 218417 members 
Entering Unmasked Estep 
Score: -21471808.000000 Penalty: 6100.169434
	Iteration 19Q: 3 clusters Score -2.147181e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 218686 members 
Entering Unmasked Estep 
Score: -21472116.000000 Penalty: 6100.169434
	Iteration 20F: 3 clusters Score -2.147212e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 218791 members 
Entering Unmasked Estep 
Score: -21472236.000000 Penalty: 6100.169434
	Iteration 21Q: 3 clusters Score -2.147224e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 218858 members 
Entering Unmasked Estep 
Score: -21472314.000000 Penalty: 6100.169434
	Iteration 22Q: 3 clusters Score -2.147231e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 218896 members 
Entering Unmasked Estep 
Score: -21472364.000000 Penalty: 6100.169434
	Iteration 23Q: 3 clusters Score -2.147236e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 218919 members 
Entering Unmasked Estep 
Score: -21472390.000000 Penalty: 6100.169434
	Iteration 24Q: 3 clusters Score -2.147239e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 218927 members 
Entering Unmasked Estep 
Score: -21472430.000000 Penalty: 6100.169434
	Iteration 25Q: 3 clusters Score -2.147243e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 218937 members 
Entering Unmasked Estep 
Score: -21472464.000000 Penalty: 6100.169434
	Iteration 26Q: 3 clusters Score -2.147246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 218946 members 
Entering Unmasked Estep 
Score: -21472470.000000 Penalty: 6100.169434
	Iteration 27Q: 3 clusters Score -2.147247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 218950 members 
Entering Unmasked Estep 
Score: -21472484.000000 Penalty: 6100.169434
	Iteration 28Q: 3 clusters Score -2.147248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 218955 members 
Entering Unmasked Estep 
Score: -21472482.000000 Penalty: 6100.169434
	Iteration 29Q: 3 clusters Score -2.147248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 218957 members 
Entering Unmasked Estep 
Score: -21472474.000000 Penalty: 6100.169434
	Iteration 30Q: 3 clusters Score -2.147247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 218960 members 
Entering Unmasked Estep 
Score: -21472476.000000 Penalty: 6100.169434
	Iteration 31Q: 3 clusters Score -2.147248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 218964 members 
Entering Unmasked Estep 
Score: -21472480.000000 Penalty: 6100.169434
	Iteration 32Q: 3 clusters Score -2.147248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 218964 members 
Entering Unmasked Estep 
Score: -21472490.000000 Penalty: 6100.169434
	Iteration 33Q: 3 clusters Score -2.147249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 218970 members 
Entering Unmasked Estep 
Score: -21472488.000000 Penalty: 6100.169434
	Iteration 34Q: 3 clusters Score -2.147249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 218975 members 
Entering Unmasked Estep 
Score: -21472512.000000 Penalty: 6100.169434
	Iteration 35Q: 3 clusters Score -2.147251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 218981 members 
Entering Unmasked Estep 
Score: -21472504.000000 Penalty: 6100.169434
	Iteration 36Q: 3 clusters Score -2.14725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 218985 members 
Entering Unmasked Estep 
Score: -21472512.000000 Penalty: 6100.169434
	Iteration 37Q: 3 clusters Score -2.147251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 218984 members 
Entering Unmasked Estep 
Score: -21472516.000000 Penalty: 6100.169434
	Iteration 38Q: 3 clusters Score -2.147252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 218988 members 
Entering Unmasked Estep 
Score: -21472520.000000 Penalty: 6100.169434
	Iteration 39Q: 3 clusters Score -2.147252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 218992 members 
Entering Unmasked Estep 
Score: -21472522.000000 Penalty: 6100.169434
	Iteration 40F: 3 clusters Score -2.147252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 218993 members 
Entering Unmasked Estep 
Score: -21472524.000000 Penalty: 6100.169434
	Iteration 41Q: 3 clusters Score -2.147252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 218996 members 
Entering Unmasked Estep 
Score: -21472532.000000 Penalty: 6100.169434
	Iteration 42Q: 3 clusters Score -2.147253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 218995 members 
Entering Unmasked Estep 
Score: -21472532.000000 Penalty: 6100.169434
	Iteration 43Q: 3 clusters Score -2.147253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 218997 members 
Entering Unmasked Estep 
Score: -21472532.000000 Penalty: 6100.169434
	Iteration 44Q: 3 clusters Score -2.147253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 218992 members 
Entering Unmasked Estep 
Score: -21472530.000000 Penalty: 6100.169434
	Iteration 45Q: 3 clusters Score -2.147253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 218997 members 
Entering Unmasked Estep 
Score: -21472540.000000 Penalty: 6100.169434
	Iteration 46Q: 3 clusters Score -2.147254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 218999 members 
Entering Unmasked Estep 
Score: -21472556.000000 Penalty: 6100.169434
	Iteration 47Q: 3 clusters Score -2.147256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 219002 members 
Entering Unmasked Estep 
Score: -21472564.000000 Penalty: 6100.169434
	Iteration 48Q: 3 clusters Score -2.147256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 219002 members 
Entering Unmasked Estep 
Score: -21472554.000000 Penalty: 6100.169434
	Iteration 49Q: 3 clusters Score -2.147255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 219000 members 
Entering Unmasked Estep 
Score: -21472562.000000 Penalty: 6100.169434
	Iteration 50Q: 3 clusters Score -2.147256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 219000 members 
Entering Unmasked Estep 
Score: -21472558.000000 Penalty: 6100.169434
	Iteration 51Q: 3 clusters Score -2.147256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 219001 members 
Entering Unmasked Estep 
Score: -21472560.000000 Penalty: 6100.169434
	Iteration 52Q: 3 clusters Score -2.147256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 219001 members 
Entering Unmasked Estep 
Score: -21472560.000000 Penalty: 6100.169434
	Iteration 53F: 3 clusters Score -2.147256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102244 members 
Entering Unmasked Estep 
Score: -10083532.000000 Penalty: 2860.708984
	Iteration 0F: 2 clusters Score -1.008353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -10015266.000000 Penalty: 5721.417969
	Iteration 0F: 3 clusters Score -1.001527e+07 nChanged 48505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -10043464.000000 Penalty: 5721.417969
	Iteration 1F: 3 clusters Score -1.004346e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -10044772.000000 Penalty: 5721.417969
	Iteration 2Q: 3 clusters Score -1.004477e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 61740 members 
Entering Unmasked Estep 
Score: -10046902.000000 Penalty: 5721.417969
	Iteration 3Q: 3 clusters Score -1.00469e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 67231 members 
Entering Unmasked Estep 
Score: -10050637.000000 Penalty: 5721.417969
	Iteration 4F: 3 clusters Score -1.005064e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 74584 members 
Entering Unmasked Estep 
Score: -10056354.000000 Penalty: 5721.417969
	Iteration 5F: 3 clusters Score -1.005635e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 82866 members 
Entering Unmasked Estep 
Score: -10063568.000000 Penalty: 5721.417969
	Iteration 6F: 3 clusters Score -1.006357e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 90478 members 
Entering Unmasked Estep 
Score: -10070600.000000 Penalty: 5721.417969
	Iteration 7F: 3 clusters Score -1.00706e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 95955 members 
Entering Unmasked Estep 
Score: -10075614.000000 Penalty: 5721.417969
	Iteration 8F: 3 clusters Score -1.007561e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 99099 members 
Entering Unmasked Estep 
Score: -10078403.000000 Penalty: 5721.417969
	Iteration 9Q: 3 clusters Score -1.00784e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -10079727.000000 Penalty: 5721.417969
	Iteration 10Q: 3 clusters Score -1.007973e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 101311 members 
Entering Unmasked Estep 
Score: -10080372.000000 Penalty: 5721.417969
	Iteration 11Q: 3 clusters Score -1.008037e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 101594 members 
Entering Unmasked Estep 
Score: -10080670.000000 Penalty: 5721.417969
	Iteration 12Q: 3 clusters Score -1.008067e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 101739 members 
Entering Unmasked Estep 
Score: -10080816.000000 Penalty: 5721.417969
	Iteration 13Q: 3 clusters Score -1.008082e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 101797 members 
Entering Unmasked Estep 
Score: -10080879.000000 Penalty: 5721.417969
	Iteration 14Q: 3 clusters Score -1.008088e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 101830 members 
Entering Unmasked Estep 
Score: -10080948.000000 Penalty: 5721.417969
	Iteration 15Q: 3 clusters Score -1.008095e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 101865 members 
Entering Unmasked Estep 
Score: -10080993.000000 Penalty: 5721.417969
	Iteration 16Q: 3 clusters Score -1.008099e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 101875 members 
Entering Unmasked Estep 
Score: -10081004.000000 Penalty: 5721.417969
	Iteration 17Q: 3 clusters Score -1.0081e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 101888 members 
Entering Unmasked Estep 
Score: -10081023.000000 Penalty: 5721.417969
	Iteration 18Q: 3 clusters Score -1.008102e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 101896 members 
Entering Unmasked Estep 
Score: -10081046.000000 Penalty: 5721.417969
	Iteration 19Q: 3 clusters Score -1.008105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 101902 members 
Entering Unmasked Estep 
Score: -10081048.000000 Penalty: 5721.417969
	Iteration 20F: 3 clusters Score -1.008105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 101908 members 
Entering Unmasked Estep 
Score: -10081067.000000 Penalty: 5721.417969
	Iteration 21Q: 3 clusters Score -1.008107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 101919 members 
Entering Unmasked Estep 
Score: -10081081.000000 Penalty: 5721.417969
	Iteration 22Q: 3 clusters Score -1.008108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 101924 members 
Entering Unmasked Estep 
Score: -10081094.000000 Penalty: 5721.417969
	Iteration 23Q: 3 clusters Score -1.008109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 101926 members 
Entering Unmasked Estep 
Score: -10081088.000000 Penalty: 5721.417969
	Iteration 24Q: 3 clusters Score -1.008109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 101928 members 
Entering Unmasked Estep 
Score: -10081090.000000 Penalty: 5721.417969
	Iteration 25Q: 3 clusters Score -1.008109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 101930 members 
Entering Unmasked Estep 
Score: -10081100.000000 Penalty: 5721.417969
	Iteration 26Q: 3 clusters Score -1.00811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 101931 members 
Entering Unmasked Estep 
Score: -10081092.000000 Penalty: 5721.417969
	Iteration 27Q: 3 clusters Score -1.008109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 101931 members 
Entering Unmasked Estep 
Score: -10081092.000000 Penalty: 5721.417969
	Iteration 28F: 3 clusters Score -1.008109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Entering Unmasked Estep 
Score: -807229.312500 Penalty: 2232.150391
	Iteration 0F: 2 clusters Score -807229.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -800774.562500 Penalty: 4464.300781
	Iteration 0F: 3 clusters Score -800774.6 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -802562.312500 Penalty: 4464.300781
	Iteration 1F: 3 clusters Score -802562.3 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -802839.312500 Penalty: 4464.300781
	Iteration 2F: 3 clusters Score -802839.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -802999.562500 Penalty: 4464.300781
	Iteration 3Q: 3 clusters Score -802999.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -803111.625000 Penalty: 4464.300781
	Iteration 4Q: 3 clusters Score -803111.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -803183.125000 Penalty: 4464.300781
	Iteration 5Q: 3 clusters Score -803183.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -803242.937500 Penalty: 4464.300781
	Iteration 6Q: 3 clusters Score -803242.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -803286.687500 Penalty: 4464.300781
	Iteration 7Q: 3 clusters Score -803286.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -803319.812500 Penalty: 4464.300781
	Iteration 8Q: 3 clusters Score -803319.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -803350.250000 Penalty: 4464.300781
	Iteration 9Q: 3 clusters Score -803350.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -803383.687500 Penalty: 4464.300781
	Iteration 10Q: 3 clusters Score -803383.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -803407.500000 Penalty: 4464.300781
	Iteration 11Q: 3 clusters Score -803407.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -803437.062500 Penalty: 4464.300781
	Iteration 12Q: 3 clusters Score -803437.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -803475.875000 Penalty: 4464.300781
	Iteration 13Q: 3 clusters Score -803475.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -803514.937500 Penalty: 4464.300781
	Iteration 14Q: 3 clusters Score -803514.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -803548.312500 Penalty: 4464.300781
	Iteration 15Q: 3 clusters Score -803548.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -803582.875000 Penalty: 4464.300781
	Iteration 16Q: 3 clusters Score -803582.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -803615.625000 Penalty: 4464.300781
	Iteration 17Q: 3 clusters Score -803615.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -803650.812500 Penalty: 4464.300781
	Iteration 18Q: 3 clusters Score -803650.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -803681.937500 Penalty: 4464.300781
	Iteration 19Q: 3 clusters Score -803681.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -803725.875000 Penalty: 4464.300781
	Iteration 20F: 3 clusters Score -803725.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -803776.625000 Penalty: 4464.300781
	Iteration 21Q: 3 clusters Score -803776.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -803841.937500 Penalty: 4464.300781
	Iteration 22Q: 3 clusters Score -803841.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -803916.187500 Penalty: 4464.300781
	Iteration 23Q: 3 clusters Score -803916.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -803997.187500 Penalty: 4464.300781
	Iteration 24Q: 3 clusters Score -803997.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -804079.875000 Penalty: 4464.300781
	Iteration 25Q: 3 clusters Score -804079.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -804150.250000 Penalty: 4464.300781
	Iteration 26Q: 3 clusters Score -804150.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -804235.937500 Penalty: 4464.300781
	Iteration 27Q: 3 clusters Score -804235.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -804313.312500 Penalty: 4464.300781
	Iteration 28Q: 3 clusters Score -804313.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -804403.750000 Penalty: 4464.300781
	Iteration 29Q: 3 clusters Score -804403.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -804483.562500 Penalty: 4464.300781
	Iteration 30Q: 3 clusters Score -804483.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -804549.187500 Penalty: 4464.300781
	Iteration 31Q: 3 clusters Score -804549.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -804595.625000 Penalty: 4464.300781
	Iteration 32Q: 3 clusters Score -804595.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -804645.437500 Penalty: 4464.300781
	Iteration 33Q: 3 clusters Score -804645.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -804690.062500 Penalty: 4464.300781
	Iteration 34Q: 3 clusters Score -804690.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -804729.687500 Penalty: 4464.300781
	Iteration 35Q: 3 clusters Score -804729.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -804767.750000 Penalty: 4464.300781
	Iteration 36Q: 3 clusters Score -804767.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -804803.062500 Penalty: 4464.300781
	Iteration 37Q: 3 clusters Score -804803.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -804841.000000 Penalty: 4464.300781
	Iteration 38Q: 3 clusters Score -804841 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -804882.687500 Penalty: 4464.300781
	Iteration 39Q: 3 clusters Score -804882.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -804927.500000 Penalty: 4464.300781
	Iteration 40F: 3 clusters Score -804927.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -804970.312500 Penalty: 4464.300781
	Iteration 41Q: 3 clusters Score -804970.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -805010.500000 Penalty: 4464.300781
	Iteration 42Q: 3 clusters Score -805010.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -805050.062500 Penalty: 4464.300781
	Iteration 43Q: 3 clusters Score -805050.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -805084.312500 Penalty: 4464.300781
	Iteration 44Q: 3 clusters Score -805084.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -805122.625000 Penalty: 4464.300781
	Iteration 45Q: 3 clusters Score -805122.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -805146.500000 Penalty: 4464.300781
	Iteration 46Q: 3 clusters Score -805146.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -805175.750000 Penalty: 4464.300781
	Iteration 47Q: 3 clusters Score -805175.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -805198.500000 Penalty: 4464.300781
	Iteration 48Q: 3 clusters Score -805198.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -805216.625000 Penalty: 4464.300781
	Iteration 49Q: 3 clusters Score -805216.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -805236.687500 Penalty: 4464.300781
	Iteration 50Q: 3 clusters Score -805236.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -805249.125000 Penalty: 4464.300781
	Iteration 51Q: 3 clusters Score -805249.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -805262.437500 Penalty: 4464.300781
	Iteration 52Q: 3 clusters Score -805262.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -805274.750000 Penalty: 4464.300781
	Iteration 53Q: 3 clusters Score -805274.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -805278.687500 Penalty: 4464.300781
	Iteration 54Q: 3 clusters Score -805278.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -805286.312500 Penalty: 4464.300781
	Iteration 55Q: 3 clusters Score -805286.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -805290.312500 Penalty: 4464.300781
	Iteration 56Q: 3 clusters Score -805290.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -805292.375000 Penalty: 4464.300781
	Iteration 57Q: 3 clusters Score -805292.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -805296.937500 Penalty: 4464.300781
	Iteration 58Q: 3 clusters Score -805296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -805296.187500 Penalty: 4464.300781
	Iteration 59Q: 3 clusters Score -805296.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -805296.187500 Penalty: 4464.300781
	Iteration 60F: 3 clusters Score -805296.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Entering Unmasked Estep 
Score: -1927028.000000 Penalty: 2470.585693
	Iteration 0F: 2 clusters Score -1927028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1912247.625000 Penalty: 4941.171387
	Iteration 0F: 3 clusters Score -1912248 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1917584.125000 Penalty: 4941.171387
	Iteration 1F: 3 clusters Score -1917584 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1918214.125000 Penalty: 4941.171387
	Iteration 2F: 3 clusters Score -1918214 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1918814.750000 Penalty: 4941.171387
	Iteration 3F: 3 clusters Score -1918815 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1919445.625000 Penalty: 4941.171387
	Iteration 4F: 3 clusters Score -1919446 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1920154.000000 Penalty: 4941.171387
	Iteration 5F: 3 clusters Score -1920154 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1920933.250000 Penalty: 4941.171387
	Iteration 6F: 3 clusters Score -1920933 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1921650.500000 Penalty: 4941.171387
	Iteration 7F: 3 clusters Score -1921650 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1922167.500000 Penalty: 4941.171387
	Iteration 8Q: 3 clusters Score -1922168 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1922535.625000 Penalty: 4941.171387
	Iteration 9Q: 3 clusters Score -1922536 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1922831.250000 Penalty: 4941.171387
	Iteration 10Q: 3 clusters Score -1922831 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1923092.125000 Penalty: 4941.171387
	Iteration 11Q: 3 clusters Score -1923092 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1923360.750000 Penalty: 4941.171387
	Iteration 12Q: 3 clusters Score -1923361 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1923649.750000 Penalty: 4941.171387
	Iteration 13Q: 3 clusters Score -1923650 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1924005.875000 Penalty: 4941.171387
	Iteration 14Q: 3 clusters Score -1924006 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1924361.875000 Penalty: 4941.171387
	Iteration 15Q: 3 clusters Score -1924362 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1924636.000000 Penalty: 4941.171387
	Iteration 16Q: 3 clusters Score -1924636 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1924867.500000 Penalty: 4941.171387
	Iteration 17Q: 3 clusters Score -1924868 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1925077.625000 Penalty: 4941.171387
	Iteration 18Q: 3 clusters Score -1925078 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1925295.000000 Penalty: 4941.171387
	Iteration 19Q: 3 clusters Score -1925295 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1925519.500000 Penalty: 4941.171387
	Iteration 20F: 3 clusters Score -1925520 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1925721.000000 Penalty: 4941.171387
	Iteration 21Q: 3 clusters Score -1925721 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1925908.375000 Penalty: 4941.171387
	Iteration 22Q: 3 clusters Score -1925908 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1926064.250000 Penalty: 4941.171387
	Iteration 23Q: 3 clusters Score -1926064 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1926184.000000 Penalty: 4941.171387
	Iteration 24Q: 3 clusters Score -1926184 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1926293.500000 Penalty: 4941.171387
	Iteration 25Q: 3 clusters Score -1926294 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1926361.875000 Penalty: 4941.171387
	Iteration 26Q: 3 clusters Score -1926362 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1926418.125000 Penalty: 4941.171387
	Iteration 27Q: 3 clusters Score -1926418 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1926461.750000 Penalty: 4941.171387
	Iteration 28Q: 3 clusters Score -1926462 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1926513.000000 Penalty: 4941.171387
	Iteration 29Q: 3 clusters Score -1926513 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1926556.000000 Penalty: 4941.171387
	Iteration 30Q: 3 clusters Score -1926556 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1926586.750000 Penalty: 4941.171387
	Iteration 31Q: 3 clusters Score -1926587 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1926609.500000 Penalty: 4941.171387
	Iteration 32Q: 3 clusters Score -1926610 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1926635.625000 Penalty: 4941.171387
	Iteration 33Q: 3 clusters Score -1926636 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1926650.250000 Penalty: 4941.171387
	Iteration 34Q: 3 clusters Score -1926650 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1926665.500000 Penalty: 4941.171387
	Iteration 35Q: 3 clusters Score -1926666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1926670.000000 Penalty: 4941.171387
	Iteration 36Q: 3 clusters Score -1926670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1926679.500000 Penalty: 4941.171387
	Iteration 37Q: 3 clusters Score -1926680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1926688.250000 Penalty: 4941.171387
	Iteration 38Q: 3 clusters Score -1926688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1926699.625000 Penalty: 4941.171387
	Iteration 39Q: 3 clusters Score -1926700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1926703.125000 Penalty: 4941.171387
	Iteration 40F: 3 clusters Score -1926703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1926701.875000 Penalty: 4941.171387
	Iteration 41Q: 3 clusters Score -1926702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1926702.000000 Penalty: 4941.171387
	Iteration 42Q: 3 clusters Score -1926702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1926709.875000 Penalty: 4941.171387
	Iteration 43Q: 3 clusters Score -1926710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1926711.250000 Penalty: 4941.171387
	Iteration 44Q: 3 clusters Score -1926711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1926716.875000 Penalty: 4941.171387
	Iteration 45Q: 3 clusters Score -1926717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1926712.250000 Penalty: 4941.171387
	Iteration 46Q: 3 clusters Score -1926712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1926718.000000 Penalty: 4941.171387
	Iteration 47Q: 3 clusters Score -1926718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1926721.125000 Penalty: 4941.171387
	Iteration 48Q: 3 clusters Score -1926721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1926717.625000 Penalty: 4941.171387
	Iteration 49Q: 3 clusters Score -1926718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1926723.125000 Penalty: 4941.171387
	Iteration 50Q: 3 clusters Score -1926723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1926728.875000 Penalty: 4941.171387
	Iteration 51Q: 3 clusters Score -1926729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1926733.125000 Penalty: 4941.171387
	Iteration 52Q: 3 clusters Score -1926733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1926756.125000 Penalty: 4941.171387
	Iteration 53Q: 3 clusters Score -1926756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1926769.625000 Penalty: 4941.171387
	Iteration 54Q: 3 clusters Score -1926770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1926804.375000 Penalty: 4941.171387
	Iteration 55Q: 3 clusters Score -1926804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1926840.000000 Penalty: 4941.171387
	Iteration 56Q: 3 clusters Score -1926840 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1926858.750000 Penalty: 4941.171387
	Iteration 57Q: 3 clusters Score -1926859 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1926873.875000 Penalty: 4941.171387
	Iteration 58Q: 3 clusters Score -1926874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1926889.625000 Penalty: 4941.171387
	Iteration 59Q: 3 clusters Score -1926890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1926890.375000 Penalty: 4941.171387
	Iteration 60F: 3 clusters Score -1926890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1926895.875000 Penalty: 4941.171387
	Iteration 61Q: 3 clusters Score -1926896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1926905.125000 Penalty: 4941.171387
	Iteration 62Q: 3 clusters Score -1926905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1926903.000000 Penalty: 4941.171387
	Iteration 63Q: 3 clusters Score -1926903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1926909.000000 Penalty: 4941.171387
	Iteration 64Q: 3 clusters Score -1926909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1926905.625000 Penalty: 4941.171387
	Iteration 65Q: 3 clusters Score -1926906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1926910.750000 Penalty: 4941.171387
	Iteration 66Q: 3 clusters Score -1926911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1926909.250000 Penalty: 4941.171387
	Iteration 67Q: 3 clusters Score -1926909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1926909.875000 Penalty: 4941.171387
	Iteration 68Q: 3 clusters Score -1926910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1926909.875000 Penalty: 4941.171387
	Iteration 69F: 3 clusters Score -1926910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (136864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136864 members 
Entering Unmasked Estep 
Score: -13250967.000000 Penalty: 2933.032227
	Iteration 0F: 2 clusters Score -1.325097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68415 members 
Mstep: Class 2 contains 68449 members 
Entering Unmasked Estep 
Score: -13159546.000000 Penalty: 5866.064453
	Iteration 0F: 3 clusters Score -1.315955e+07 nChanged 64956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 68383 members 
Entering Unmasked Estep 
Score: -13197484.000000 Penalty: 5866.064453
	Iteration 1F: 3 clusters Score -1.319748e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68735 members 
Mstep: Class 2 contains 68129 members 
Entering Unmasked Estep 
Score: -13199032.000000 Penalty: 5866.064453
	Iteration 2Q: 3 clusters Score -1.319903e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69348 members 
Mstep: Class 2 contains 67516 members 
Entering Unmasked Estep 
Score: -13201240.000000 Penalty: 5866.064453
	Iteration 3Q: 3 clusters Score -1.320124e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70443 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -13203836.000000 Penalty: 5866.064453
	Iteration 4Q: 3 clusters Score -1.320384e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72370 members 
Mstep: Class 2 contains 64494 members 
Entering Unmasked Estep 
Score: -13206865.000000 Penalty: 5866.064453
	Iteration 5Q: 3 clusters Score -1.320686e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75139 members 
Mstep: Class 2 contains 61725 members 
Entering Unmasked Estep 
Score: -13210503.000000 Penalty: 5866.064453
	Iteration 6F: 3 clusters Score -1.32105e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78826 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -13215021.000000 Penalty: 5866.064453
	Iteration 7F: 3 clusters Score -1.321502e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -13220751.000000 Penalty: 5866.064453
	Iteration 8F: 3 clusters Score -1.322075e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87013 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -13226350.000000 Penalty: 5866.064453
	Iteration 9F: 3 clusters Score -1.322635e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90472 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -13230140.000000 Penalty: 5866.064453
	Iteration 10Q: 3 clusters Score -1.323014e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93428 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -13231916.000000 Penalty: 5866.064453
	Iteration 11Q: 3 clusters Score -1.323192e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96156 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -13233204.000000 Penalty: 5866.064453
	Iteration 12Q: 3 clusters Score -1.32332e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98828 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -13234072.000000 Penalty: 5866.064453
	Iteration 13Q: 3 clusters Score -1.323407e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101561 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -13235123.000000 Penalty: 5866.064453
	Iteration 14Q: 3 clusters Score -1.323512e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104358 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -13236173.000000 Penalty: 5866.064453
	Iteration 15Q: 3 clusters Score -1.323617e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107200 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -13237325.000000 Penalty: 5866.064453
	Iteration 16Q: 3 clusters Score -1.323732e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -13238599.000000 Penalty: 5866.064453
	Iteration 17Q: 3 clusters Score -1.32386e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112999 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -13239874.000000 Penalty: 5866.064453
	Iteration 18Q: 3 clusters Score -1.323987e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115919 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -13241424.000000 Penalty: 5866.064453
	Iteration 19Q: 3 clusters Score -1.324142e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118756 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -13242957.000000 Penalty: 5866.064453
	Iteration 20F: 3 clusters Score -1.324296e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121403 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -13244528.000000 Penalty: 5866.064453
	Iteration 21Q: 3 clusters Score -1.324453e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123800 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -13245903.000000 Penalty: 5866.064453
	Iteration 22Q: 3 clusters Score -1.32459e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125985 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -13247295.000000 Penalty: 5866.064453
	Iteration 23Q: 3 clusters Score -1.32473e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127848 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -13248587.000000 Penalty: 5866.064453
	Iteration 24Q: 3 clusters Score -1.324859e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129348 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -13249630.000000 Penalty: 5866.064453
	Iteration 25Q: 3 clusters Score -1.324963e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130511 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -13250525.000000 Penalty: 5866.064453
	Iteration 26Q: 3 clusters Score -1.325052e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131351 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -13251314.000000 Penalty: 5866.064453
	Iteration 27Q: 3 clusters Score -1.325131e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131877 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -13251627.000000 Penalty: 5866.064453
	Iteration 28Q: 3 clusters Score -1.325163e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132257 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -13251870.000000 Penalty: 5866.064453
	Iteration 29Q: 3 clusters Score -1.325187e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132532 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -13251982.000000 Penalty: 5866.064453
	Iteration 30Q: 3 clusters Score -1.325198e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132718 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -13252045.000000 Penalty: 5866.064453
	Iteration 31Q: 3 clusters Score -1.325204e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132857 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -13252094.000000 Penalty: 5866.064453
	Iteration 32Q: 3 clusters Score -1.325209e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132969 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -13252144.000000 Penalty: 5866.064453
	Iteration 33Q: 3 clusters Score -1.325214e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133044 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -13252127.000000 Penalty: 5866.064453
	Iteration 34Q: 3 clusters Score -1.325213e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133098 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -13252139.000000 Penalty: 5866.064453
	Iteration 35Q: 3 clusters Score -1.325214e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133131 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -13252149.000000 Penalty: 5866.064453
	Iteration 36Q: 3 clusters Score -1.325215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133154 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -13252151.000000 Penalty: 5866.064453
	Iteration 37Q: 3 clusters Score -1.325215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133170 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -13252146.000000 Penalty: 5866.064453
	Iteration 38Q: 3 clusters Score -1.325215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133181 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -13252140.000000 Penalty: 5866.064453
	Iteration 39Q: 3 clusters Score -1.325214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133187 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -13252154.000000 Penalty: 5866.064453
	Iteration 40F: 3 clusters Score -1.325215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133197 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -13252156.000000 Penalty: 5866.064453
	Iteration 41Q: 3 clusters Score -1.325216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133201 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -13252144.000000 Penalty: 5866.064453
	Iteration 42Q: 3 clusters Score -1.325214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133203 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -13252159.000000 Penalty: 5866.064453
	Iteration 43Q: 3 clusters Score -1.325216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133205 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -13252162.000000 Penalty: 5866.064453
	Iteration 44Q: 3 clusters Score -1.325216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133208 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -13252163.000000 Penalty: 5866.064453
	Iteration 45Q: 3 clusters Score -1.325216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133209 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -13252161.000000 Penalty: 5866.064453
	Iteration 46Q: 3 clusters Score -1.325216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133210 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -13252157.000000 Penalty: 5866.064453
	Iteration 47Q: 3 clusters Score -1.325216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133211 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -13252156.000000 Penalty: 5866.064453
	Iteration 48Q: 3 clusters Score -1.325216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133213 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -13252158.000000 Penalty: 5866.064453
	Iteration 49Q: 3 clusters Score -1.325216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133214 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -13252166.000000 Penalty: 5866.064453
	Iteration 50Q: 3 clusters Score -1.325217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133214 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -13252166.000000 Penalty: 5866.064453
	Iteration 51F: 3 clusters Score -1.325217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 11809 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 219417 members 
Mstep: Class 5 contains 102244 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 133214 members 
Mstep: Class 9 contains 44378 members 
Mstep: Class 10 contains 12199 members 
Mstep: Class 11 contains 4796 members 
Mstep: Class 12 contains 8689 members 
Mstep: Class 13 contains 26739 members 
Mstep: Class 14 contains 308213 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 24677 members 
Mstep: Class 17 contains 223329 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 22753 members 
Mstep: Class 20 contains 11306 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63974 members 
Mstep: Class 24 contains 11011 members 
Mstep: Class 25 contains 5125 members 
Mstep: Class 26 contains 6838 members 
Mstep: Class 27 contains 10204 members 
Mstep: Class 28 contains 7940 members 
Mstep: Class 29 contains 11073 members 
Mstep: Class 30 contains 22198 members 
Mstep: Class 31 contains 22491 members 
Mstep: Class 32 contains 7806 members 
Mstep: Class 33 contains 10508 members 
Mstep: Class 34 contains 7331 members 
Mstep: Class 35 contains 3650 members 
Entering Unmasked Estep 
Score: -157697856.000000 Penalty: 124380.453125
Splitting cluster 8 changes total score from -157697968.000000 to -157697856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (44378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Entering Unmasked Estep 
Score: -4332755.500000 Penalty: 2653.723877
	Iteration 0F: 2 clusters Score -4332756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -4302810.500000 Penalty: 5307.447754
	Iteration 0F: 3 clusters Score -4302810 nChanged 20245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -4314030.000000 Penalty: 5307.447754
	Iteration 1F: 3 clusters Score -4314030 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -4314679.500000 Penalty: 5307.447754
	Iteration 2Q: 3 clusters Score -4314680 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -4315462.000000 Penalty: 5307.447754
	Iteration 3Q: 3 clusters Score -4315462 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -4316272.500000 Penalty: 5307.447754
	Iteration 4Q: 3 clusters Score -4316272 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -4317217.000000 Penalty: 5307.447754
	Iteration 5Q: 3 clusters Score -4317217 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -4318416.500000 Penalty: 5307.447754
	Iteration 6F: 3 clusters Score -4318416 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -4319800.000000 Penalty: 5307.447754
	Iteration 7F: 3 clusters Score -4319800 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -4321367.000000 Penalty: 5307.447754
	Iteration 8F: 3 clusters Score -4321367 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -4323019.500000 Penalty: 5307.447754
	Iteration 9F: 3 clusters Score -4323020 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -4324687.000000 Penalty: 5307.447754
	Iteration 10F: 3 clusters Score -4324687 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -4326271.500000 Penalty: 5307.447754
	Iteration 11Q: 3 clusters Score -4326272 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -4327583.000000 Penalty: 5307.447754
	Iteration 12Q: 3 clusters Score -4327583 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4328640.500000 Penalty: 5307.447754
	Iteration 13Q: 3 clusters Score -4328640 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4329373.000000 Penalty: 5307.447754
	Iteration 14Q: 3 clusters Score -4329373 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4329785.500000 Penalty: 5307.447754
	Iteration 15Q: 3 clusters Score -4329786 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4330025.500000 Penalty: 5307.447754
	Iteration 16Q: 3 clusters Score -4330026 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4330158.000000 Penalty: 5307.447754
	Iteration 17Q: 3 clusters Score -4330158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4330244.000000 Penalty: 5307.447754
	Iteration 18Q: 3 clusters Score -4330244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4330314.500000 Penalty: 5307.447754
	Iteration 19Q: 3 clusters Score -4330314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4330347.000000 Penalty: 5307.447754
	Iteration 20F: 3 clusters Score -4330347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4330371.000000 Penalty: 5307.447754
	Iteration 21Q: 3 clusters Score -4330371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4330392.000000 Penalty: 5307.447754
	Iteration 22Q: 3 clusters Score -4330392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4330410.500000 Penalty: 5307.447754
	Iteration 23Q: 3 clusters Score -4330410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4330430.000000 Penalty: 5307.447754
	Iteration 24Q: 3 clusters Score -4330430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4330439.500000 Penalty: 5307.447754
	Iteration 25Q: 3 clusters Score -4330440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4330447.500000 Penalty: 5307.447754
	Iteration 26Q: 3 clusters Score -4330448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4330454.000000 Penalty: 5307.447754
	Iteration 27Q: 3 clusters Score -4330454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4330458.500000 Penalty: 5307.447754
	Iteration 28Q: 3 clusters Score -4330458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4330471.500000 Penalty: 5307.447754
	Iteration 29Q: 3 clusters Score -4330472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4330472.500000 Penalty: 5307.447754
	Iteration 30Q: 3 clusters Score -4330472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4330473.500000 Penalty: 5307.447754
	Iteration 31Q: 3 clusters Score -4330474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4330479.500000 Penalty: 5307.447754
	Iteration 32Q: 3 clusters Score -4330480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4330490.500000 Penalty: 5307.447754
	Iteration 33Q: 3 clusters Score -4330490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4330493.500000 Penalty: 5307.447754
	Iteration 34Q: 3 clusters Score -4330494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4330505.500000 Penalty: 5307.447754
	Iteration 35Q: 3 clusters Score -4330506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4330513.500000 Penalty: 5307.447754
	Iteration 36Q: 3 clusters Score -4330514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4330517.500000 Penalty: 5307.447754
	Iteration 37Q: 3 clusters Score -4330518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4330521.500000 Penalty: 5307.447754
	Iteration 38Q: 3 clusters Score -4330522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4330521.500000 Penalty: 5307.447754
	Iteration 39F: 3 clusters Score -4330522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Entering Unmasked Estep 
Score: -1146488.250000 Penalty: 2333.458984
	Iteration 0F: 2 clusters Score -1146488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1137482.000000 Penalty: 4666.917969
	Iteration 0F: 3 clusters Score -1137482 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1140149.625000 Penalty: 4666.917969
	Iteration 1F: 3 clusters Score -1140150 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1140441.750000 Penalty: 4666.917969
	Iteration 2F: 3 clusters Score -1140442 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1140703.500000 Penalty: 4666.917969
	Iteration 3Q: 3 clusters Score -1140704 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1140967.000000 Penalty: 4666.917969
	Iteration 4Q: 3 clusters Score -1140967 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1141248.000000 Penalty: 4666.917969
	Iteration 5Q: 3 clusters Score -1141248 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1141528.250000 Penalty: 4666.917969
	Iteration 6Q: 3 clusters Score -1141528 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1141823.875000 Penalty: 4666.917969
	Iteration 7Q: 3 clusters Score -1141824 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1142150.000000 Penalty: 4666.917969
	Iteration 8Q: 3 clusters Score -1142150 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1142516.125000 Penalty: 4666.917969
	Iteration 9Q: 3 clusters Score -1142516 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1142879.750000 Penalty: 4666.917969
	Iteration 10Q: 3 clusters Score -1142880 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1143232.125000 Penalty: 4666.917969
	Iteration 11Q: 3 clusters Score -1143232 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1143510.375000 Penalty: 4666.917969
	Iteration 12Q: 3 clusters Score -1143510 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1143759.375000 Penalty: 4666.917969
	Iteration 13Q: 3 clusters Score -1143759 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1144021.375000 Penalty: 4666.917969
	Iteration 14Q: 3 clusters Score -1144021 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1144268.375000 Penalty: 4666.917969
	Iteration 15Q: 3 clusters Score -1144268 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1144501.750000 Penalty: 4666.917969
	Iteration 16Q: 3 clusters Score -1144502 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1144692.750000 Penalty: 4666.917969
	Iteration 17Q: 3 clusters Score -1144693 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1144853.500000 Penalty: 4666.917969
	Iteration 18Q: 3 clusters Score -1144854 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1144961.000000 Penalty: 4666.917969
	Iteration 19Q: 3 clusters Score -1144961 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1145025.500000 Penalty: 4666.917969
	Iteration 20F: 3 clusters Score -1145026 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1145080.625000 Penalty: 4666.917969
	Iteration 21Q: 3 clusters Score -1145081 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1145116.500000 Penalty: 4666.917969
	Iteration 22Q: 3 clusters Score -1145116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1145134.000000 Penalty: 4666.917969
	Iteration 23Q: 3 clusters Score -1145134 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1145145.625000 Penalty: 4666.917969
	Iteration 24Q: 3 clusters Score -1145146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1145157.000000 Penalty: 4666.917969
	Iteration 25Q: 3 clusters Score -1145157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1145165.750000 Penalty: 4666.917969
	Iteration 26Q: 3 clusters Score -1145166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1145167.250000 Penalty: 4666.917969
	Iteration 27Q: 3 clusters Score -1145167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1145168.125000 Penalty: 4666.917969
	Iteration 28Q: 3 clusters Score -1145168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1145174.750000 Penalty: 4666.917969
	Iteration 29Q: 3 clusters Score -1145175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1145174.625000 Penalty: 4666.917969
	Iteration 30Q: 3 clusters Score -1145175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1145174.250000 Penalty: 4666.917969
	Iteration 31Q: 3 clusters Score -1145174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1145173.000000 Penalty: 4666.917969
	Iteration 32Q: 3 clusters Score -1145173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1145173.000000 Penalty: 4666.917969
	Iteration 33Q: 3 clusters Score -1145173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1145174.250000 Penalty: 4666.917969
	Iteration 34Q: 3 clusters Score -1145174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1145174.250000 Penalty: 4666.917969
	Iteration 35Q: 3 clusters Score -1145174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1145174.625000 Penalty: 4666.917969
	Iteration 36Q: 3 clusters Score -1145175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1145175.500000 Penalty: 4666.917969
	Iteration 37Q: 3 clusters Score -1145176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1145177.250000 Penalty: 4666.917969
	Iteration 38Q: 3 clusters Score -1145177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1145176.000000 Penalty: 4666.917969
	Iteration 39Q: 3 clusters Score -1145176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1145175.625000 Penalty: 4666.917969
	Iteration 40F: 3 clusters Score -1145176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1145176.875000 Penalty: 4666.917969
	Iteration 41Q: 3 clusters Score -1145177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1145176.875000 Penalty: 4666.917969
	Iteration 42Q: 3 clusters Score -1145177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1145176.875000 Penalty: 4666.917969
	Iteration 43F: 3 clusters Score -1145177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Entering Unmasked Estep 
Score: -417234.781250 Penalty: 2101.933350
	Iteration 0F: 2 clusters Score -417234.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -412926.656250 Penalty: 4203.866699
	Iteration 0F: 3 clusters Score -412926.7 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -414098.312500 Penalty: 4203.866699
	Iteration 1F: 3 clusters Score -414098.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -414441.343750 Penalty: 4203.866699
	Iteration 2F: 3 clusters Score -414441.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -414665.437500 Penalty: 4203.866699
	Iteration 3F: 3 clusters Score -414665.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -414836.937500 Penalty: 4203.866699
	Iteration 4Q: 3 clusters Score -414836.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -414995.031250 Penalty: 4203.866699
	Iteration 5Q: 3 clusters Score -414995 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -415134.781250 Penalty: 4203.866699
	Iteration 6Q: 3 clusters Score -415134.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -415305.750000 Penalty: 4203.866699
	Iteration 7Q: 3 clusters Score -415305.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -415497.687500 Penalty: 4203.866699
	Iteration 8Q: 3 clusters Score -415497.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -415675.500000 Penalty: 4203.866699
	Iteration 9Q: 3 clusters Score -415675.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -415821.562500 Penalty: 4203.866699
	Iteration 10Q: 3 clusters Score -415821.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -415970.125000 Penalty: 4203.866699
	Iteration 11Q: 3 clusters Score -415970.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -416104.812500 Penalty: 4203.866699
	Iteration 12Q: 3 clusters Score -416104.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -416189.812500 Penalty: 4203.866699
	Iteration 13Q: 3 clusters Score -416189.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -416269.031250 Penalty: 4203.866699
	Iteration 14Q: 3 clusters Score -416269 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -416326.375000 Penalty: 4203.866699
	Iteration 15Q: 3 clusters Score -416326.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -416371.437500 Penalty: 4203.866699
	Iteration 16Q: 3 clusters Score -416371.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -416409.437500 Penalty: 4203.866699
	Iteration 17Q: 3 clusters Score -416409.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -416430.937500 Penalty: 4203.866699
	Iteration 18Q: 3 clusters Score -416430.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -416438.718750 Penalty: 4203.866699
	Iteration 19Q: 3 clusters Score -416438.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -416446.156250 Penalty: 4203.866699
	Iteration 20F: 3 clusters Score -416446.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -416451.750000 Penalty: 4203.866699
	Iteration 21Q: 3 clusters Score -416451.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -416454.843750 Penalty: 4203.866699
	Iteration 22Q: 3 clusters Score -416454.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -416456.687500 Penalty: 4203.866699
	Iteration 23Q: 3 clusters Score -416456.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -416456.687500 Penalty: 4203.866699
	Iteration 24Q: 3 clusters Score -416456.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -416456.687500 Penalty: 4203.866699
	Iteration 25F: 3 clusters Score -416456.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Entering Unmasked Estep 
Score: -802376.062500 Penalty: 2249.313477
	Iteration 0F: 2 clusters Score -802376.1 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 4423 members 
Entering Unmasked Estep 
Score: -795560.250000 Penalty: 4498.626953
	Iteration 0F: 3 clusters Score -795560.2 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -797554.187500 Penalty: 4498.626953
	Iteration 1F: 3 clusters Score -797554.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -797800.687500 Penalty: 4498.626953
	Iteration 2F: 3 clusters Score -797800.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -797983.000000 Penalty: 4498.626953
	Iteration 3Q: 3 clusters Score -797983 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -798116.687500 Penalty: 4498.626953
	Iteration 4Q: 3 clusters Score -798116.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -798247.812500 Penalty: 4498.626953
	Iteration 5Q: 3 clusters Score -798247.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -798387.375000 Penalty: 4498.626953
	Iteration 6Q: 3 clusters Score -798387.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -798541.875000 Penalty: 4498.626953
	Iteration 7Q: 3 clusters Score -798541.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -798708.625000 Penalty: 4498.626953
	Iteration 8Q: 3 clusters Score -798708.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -798896.875000 Penalty: 4498.626953
	Iteration 9Q: 3 clusters Score -798896.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -799108.000000 Penalty: 4498.626953
	Iteration 10Q: 3 clusters Score -799108 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -799367.625000 Penalty: 4498.626953
	Iteration 11Q: 3 clusters Score -799367.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -799594.937500 Penalty: 4498.626953
	Iteration 12Q: 3 clusters Score -799594.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -799825.187500 Penalty: 4498.626953
	Iteration 13Q: 3 clusters Score -799825.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -800047.812500 Penalty: 4498.626953
	Iteration 14Q: 3 clusters Score -800047.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -800234.312500 Penalty: 4498.626953
	Iteration 15Q: 3 clusters Score -800234.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -800392.750000 Penalty: 4498.626953
	Iteration 16Q: 3 clusters Score -800392.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -800525.625000 Penalty: 4498.626953
	Iteration 17Q: 3 clusters Score -800525.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -800590.937500 Penalty: 4498.626953
	Iteration 18Q: 3 clusters Score -800590.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -800639.687500 Penalty: 4498.626953
	Iteration 19Q: 3 clusters Score -800639.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -800682.500000 Penalty: 4498.626953
	Iteration 20F: 3 clusters Score -800682.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -800717.250000 Penalty: 4498.626953
	Iteration 21Q: 3 clusters Score -800717.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -800743.062500 Penalty: 4498.626953
	Iteration 22Q: 3 clusters Score -800743.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -800767.000000 Penalty: 4498.626953
	Iteration 23Q: 3 clusters Score -800767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -800784.562500 Penalty: 4498.626953
	Iteration 24Q: 3 clusters Score -800784.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -800802.000000 Penalty: 4498.626953
	Iteration 25Q: 3 clusters Score -800802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -800821.312500 Penalty: 4498.626953
	Iteration 26Q: 3 clusters Score -800821.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -800832.625000 Penalty: 4498.626953
	Iteration 27Q: 3 clusters Score -800832.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -800840.625000 Penalty: 4498.626953
	Iteration 28Q: 3 clusters Score -800840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -800845.312500 Penalty: 4498.626953
	Iteration 29Q: 3 clusters Score -800845.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -800849.625000 Penalty: 4498.626953
	Iteration 30Q: 3 clusters Score -800849.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -800850.375000 Penalty: 4498.626953
	Iteration 31Q: 3 clusters Score -800850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -800851.750000 Penalty: 4498.626953
	Iteration 32Q: 3 clusters Score -800851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -800857.937500 Penalty: 4498.626953
	Iteration 33Q: 3 clusters Score -800857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -800863.000000 Penalty: 4498.626953
	Iteration 34Q: 3 clusters Score -800863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -800863.562500 Penalty: 4498.626953
	Iteration 35Q: 3 clusters Score -800863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -800864.062500 Penalty: 4498.626953
	Iteration 36Q: 3 clusters Score -800864.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -800864.062500 Penalty: 4498.626953
	Iteration 37F: 3 clusters Score -800864.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Entering Unmasked Estep 
Score: -2586099.000000 Penalty: 2528.081787
	Iteration 0F: 2 clusters Score -2586099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2567742.250000 Penalty: 5056.163574
	Iteration 0F: 3 clusters Score -2567742 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2574236.750000 Penalty: 5056.163574
	Iteration 1F: 3 clusters Score -2574237 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2574738.500000 Penalty: 5056.163574
	Iteration 2F: 3 clusters Score -2574738 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2575225.750000 Penalty: 5056.163574
	Iteration 3Q: 3 clusters Score -2575226 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2575674.000000 Penalty: 5056.163574
	Iteration 4Q: 3 clusters Score -2575674 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2576109.500000 Penalty: 5056.163574
	Iteration 5Q: 3 clusters Score -2576110 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2576567.750000 Penalty: 5056.163574
	Iteration 6Q: 3 clusters Score -2576568 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2577004.250000 Penalty: 5056.163574
	Iteration 7Q: 3 clusters Score -2577004 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2577469.750000 Penalty: 5056.163574
	Iteration 8Q: 3 clusters Score -2577470 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2577947.750000 Penalty: 5056.163574
	Iteration 9Q: 3 clusters Score -2577948 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2578469.500000 Penalty: 5056.163574
	Iteration 10Q: 3 clusters Score -2578470 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2579066.750000 Penalty: 5056.163574
	Iteration 11Q: 3 clusters Score -2579067 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2579623.750000 Penalty: 5056.163574
	Iteration 12Q: 3 clusters Score -2579624 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2580278.500000 Penalty: 5056.163574
	Iteration 13Q: 3 clusters Score -2580278 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2580956.250000 Penalty: 5056.163574
	Iteration 14Q: 3 clusters Score -2580956 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2581592.000000 Penalty: 5056.163574
	Iteration 15Q: 3 clusters Score -2581592 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2582093.750000 Penalty: 5056.163574
	Iteration 16Q: 3 clusters Score -2582094 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2582488.000000 Penalty: 5056.163574
	Iteration 17Q: 3 clusters Score -2582488 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2582764.750000 Penalty: 5056.163574
	Iteration 18Q: 3 clusters Score -2582765 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2582967.750000 Penalty: 5056.163574
	Iteration 19Q: 3 clusters Score -2582968 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2583127.500000 Penalty: 5056.163574
	Iteration 20F: 3 clusters Score -2583128 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2583260.000000 Penalty: 5056.163574
	Iteration 21Q: 3 clusters Score -2583260 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2583382.250000 Penalty: 5056.163574
	Iteration 22Q: 3 clusters Score -2583382 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2583473.500000 Penalty: 5056.163574
	Iteration 23Q: 3 clusters Score -2583474 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2583573.750000 Penalty: 5056.163574
	Iteration 24Q: 3 clusters Score -2583574 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2583651.750000 Penalty: 5056.163574
	Iteration 25Q: 3 clusters Score -2583652 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2583715.250000 Penalty: 5056.163574
	Iteration 26Q: 3 clusters Score -2583715 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2583762.500000 Penalty: 5056.163574
	Iteration 27Q: 3 clusters Score -2583762 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2583803.000000 Penalty: 5056.163574
	Iteration 28Q: 3 clusters Score -2583803 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2583840.750000 Penalty: 5056.163574
	Iteration 29Q: 3 clusters Score -2583841 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2583863.500000 Penalty: 5056.163574
	Iteration 30Q: 3 clusters Score -2583864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2583874.250000 Penalty: 5056.163574
	Iteration 31Q: 3 clusters Score -2583874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2583897.500000 Penalty: 5056.163574
	Iteration 32Q: 3 clusters Score -2583898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2583918.500000 Penalty: 5056.163574
	Iteration 33Q: 3 clusters Score -2583918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2583929.000000 Penalty: 5056.163574
	Iteration 34Q: 3 clusters Score -2583929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2583942.000000 Penalty: 5056.163574
	Iteration 35Q: 3 clusters Score -2583942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2583950.250000 Penalty: 5056.163574
	Iteration 36Q: 3 clusters Score -2583950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2583956.000000 Penalty: 5056.163574
	Iteration 37Q: 3 clusters Score -2583956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2583961.750000 Penalty: 5056.163574
	Iteration 38Q: 3 clusters Score -2583962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2583969.750000 Penalty: 5056.163574
	Iteration 39Q: 3 clusters Score -2583970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2583979.500000 Penalty: 5056.163574
	Iteration 40F: 3 clusters Score -2583980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2583983.500000 Penalty: 5056.163574
	Iteration 41Q: 3 clusters Score -2583984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2583989.750000 Penalty: 5056.163574
	Iteration 42Q: 3 clusters Score -2583990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2583991.500000 Penalty: 5056.163574
	Iteration 43Q: 3 clusters Score -2583992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2583993.000000 Penalty: 5056.163574
	Iteration 44Q: 3 clusters Score -2583993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2583993.250000 Penalty: 5056.163574
	Iteration 45Q: 3 clusters Score -2583993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2583996.250000 Penalty: 5056.163574
	Iteration 46Q: 3 clusters Score -2583996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2583994.250000 Penalty: 5056.163574
	Iteration 47Q: 3 clusters Score -2583994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2583996.250000 Penalty: 5056.163574
	Iteration 48Q: 3 clusters Score -2583996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2583997.500000 Penalty: 5056.163574
	Iteration 49Q: 3 clusters Score -2583998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2583996.000000 Penalty: 5056.163574
	Iteration 50Q: 3 clusters Score -2583996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2583996.000000 Penalty: 5056.163574
	Iteration 51F: 3 clusters Score -2583996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (308213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308213 members 
Entering Unmasked Estep 
Score: -30180494.000000 Penalty: 3134.359375
	Iteration 0F: 2 clusters Score -3.018049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153840 members 
Mstep: Class 2 contains 154373 members 
Entering Unmasked Estep 
Score: -29984012.000000 Penalty: 6268.718750
	Iteration 0F: 3 clusters Score -2.998401e+07 nChanged 149542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148892 members 
Mstep: Class 2 contains 159321 members 
Entering Unmasked Estep 
Score: -30071358.000000 Penalty: 6268.718750
	Iteration 1F: 3 clusters Score -3.007136e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145527 members 
Mstep: Class 2 contains 162686 members 
Entering Unmasked Estep 
Score: -30072640.000000 Penalty: 6268.718750
	Iteration 2Q: 3 clusters Score -3.007264e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140002 members 
Mstep: Class 2 contains 168211 members 
Entering Unmasked Estep 
Score: -30074300.000000 Penalty: 6268.718750
	Iteration 3Q: 3 clusters Score -3.00743e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131158 members 
Mstep: Class 2 contains 177055 members 
Entering Unmasked Estep 
Score: -30077420.000000 Penalty: 6268.718750
	Iteration 4Q: 3 clusters Score -3.007742e+07 nChanged 14808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117260 members 
Mstep: Class 2 contains 190953 members 
Entering Unmasked Estep 
Score: -30083592.000000 Penalty: 6268.718750
	Iteration 5Q: 3 clusters Score -3.008359e+07 nChanged 21080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96694 members 
Mstep: Class 2 contains 211519 members 
Entering Unmasked Estep 
Score: -30095740.000000 Penalty: 6268.718750
	Iteration 6F: 3 clusters Score -3.009574e+07 nChanged 27155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 238344 members 
Entering Unmasked Estep 
Score: -30115376.000000 Penalty: 6268.718750
	Iteration 7F: 3 clusters Score -3.011538e+07 nChanged 27972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 266166 members 
Entering Unmasked Estep 
Score: -30139422.000000 Penalty: 6268.718750
	Iteration 8F: 3 clusters Score -3.013942e+07 nChanged 21655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 287747 members 
Entering Unmasked Estep 
Score: -30159058.000000 Penalty: 6268.718750
	Iteration 9F: 3 clusters Score -3.015906e+07 nChanged 12159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 299892 members 
Entering Unmasked Estep 
Score: -30169928.000000 Penalty: 6268.718750
	Iteration 10Q: 3 clusters Score -3.016993e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 305119 members 
Entering Unmasked Estep 
Score: -30174818.000000 Penalty: 6268.718750
	Iteration 11Q: 3 clusters Score -3.017482e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 306946 members 
Entering Unmasked Estep 
Score: -30176524.000000 Penalty: 6268.718750
	Iteration 12Q: 3 clusters Score -3.017652e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 307514 members 
Entering Unmasked Estep 
Score: -30177116.000000 Penalty: 6268.718750
	Iteration 13Q: 3 clusters Score -3.017712e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 307700 members 
Entering Unmasked Estep 
Score: -30177394.000000 Penalty: 6268.718750
	Iteration 14Q: 3 clusters Score -3.017739e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 307780 members 
Entering Unmasked Estep 
Score: -30177486.000000 Penalty: 6268.718750
	Iteration 15Q: 3 clusters Score -3.017749e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 307817 members 
Entering Unmasked Estep 
Score: -30177544.000000 Penalty: 6268.718750
	Iteration 16Q: 3 clusters Score -3.017754e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 307841 members 
Entering Unmasked Estep 
Score: -30177582.000000 Penalty: 6268.718750
	Iteration 17Q: 3 clusters Score -3.017758e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 307854 members 
Entering Unmasked Estep 
Score: -30177640.000000 Penalty: 6268.718750
	Iteration 18Q: 3 clusters Score -3.017764e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 307861 members 
Entering Unmasked Estep 
Score: -30177654.000000 Penalty: 6268.718750
	Iteration 19Q: 3 clusters Score -3.017765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 307863 members 
Entering Unmasked Estep 
Score: -30177644.000000 Penalty: 6268.718750
	Iteration 20F: 3 clusters Score -3.017764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 307865 members 
Entering Unmasked Estep 
Score: -30177660.000000 Penalty: 6268.718750
	Iteration 21Q: 3 clusters Score -3.017766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 307869 members 
Entering Unmasked Estep 
Score: -30177672.000000 Penalty: 6268.718750
	Iteration 22Q: 3 clusters Score -3.017767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 307869 members 
Entering Unmasked Estep 
Score: -30177680.000000 Penalty: 6268.718750
	Iteration 23Q: 3 clusters Score -3.017768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 307869 members 
Entering Unmasked Estep 
Score: -30177668.000000 Penalty: 6268.718750
	Iteration 24Q: 3 clusters Score -3.017767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 307871 members 
Entering Unmasked Estep 
Score: -30177660.000000 Penalty: 6268.718750
	Iteration 25Q: 3 clusters Score -3.017766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 307872 members 
Entering Unmasked Estep 
Score: -30177686.000000 Penalty: 6268.718750
	Iteration 26Q: 3 clusters Score -3.017769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 307870 members 
Entering Unmasked Estep 
Score: -30177672.000000 Penalty: 6268.718750
	Iteration 27Q: 3 clusters Score -3.017767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 307873 members 
Entering Unmasked Estep 
Score: -30177702.000000 Penalty: 6268.718750
	Iteration 28Q: 3 clusters Score -3.01777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 307874 members 
Entering Unmasked Estep 
Score: -30177702.000000 Penalty: 6268.718750
	Iteration 29Q: 3 clusters Score -3.01777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 307874 members 
Entering Unmasked Estep 
Score: -30177692.000000 Penalty: 6268.718750
	Iteration 30Q: 3 clusters Score -3.017769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 307875 members 
Entering Unmasked Estep 
Score: -30177702.000000 Penalty: 6268.718750
	Iteration 31Q: 3 clusters Score -3.01777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 307875 members 
Entering Unmasked Estep 
Score: -30177690.000000 Penalty: 6268.718750
	Iteration 32Q: 3 clusters Score -3.017769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 307875 members 
Entering Unmasked Estep 
Score: -30177694.000000 Penalty: 6268.718750
	Iteration 33Q: 3 clusters Score -3.017769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 307874 members 
Entering Unmasked Estep 
Score: -30177698.000000 Penalty: 6268.718750
	Iteration 34Q: 3 clusters Score -3.01777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 307875 members 
Entering Unmasked Estep 
Score: -30177692.000000 Penalty: 6268.718750
	Iteration 35Q: 3 clusters Score -3.017769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 307875 members 
Entering Unmasked Estep 
Score: -30177692.000000 Penalty: 6268.718750
	Iteration 36F: 3 clusters Score -3.017769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Entering Unmasked Estep 
Score: -484675.343750 Penalty: 2124.505615
	Iteration 0F: 2 clusters Score -484675.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -479996.656250 Penalty: 4249.011230
	Iteration 0F: 3 clusters Score -479996.7 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -481067.843750 Penalty: 4249.011230
	Iteration 1F: 3 clusters Score -481067.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -481261.625000 Penalty: 4249.011230
	Iteration 2F: 3 clusters Score -481261.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -481392.281250 Penalty: 4249.011230
	Iteration 3Q: 3 clusters Score -481392.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -481474.375000 Penalty: 4249.011230
	Iteration 4Q: 3 clusters Score -481474.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -481530.312500 Penalty: 4249.011230
	Iteration 5Q: 3 clusters Score -481530.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -481578.312500 Penalty: 4249.011230
	Iteration 6Q: 3 clusters Score -481578.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -481617.218750 Penalty: 4249.011230
	Iteration 7Q: 3 clusters Score -481617.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -481643.468750 Penalty: 4249.011230
	Iteration 8Q: 3 clusters Score -481643.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -481669.750000 Penalty: 4249.011230
	Iteration 9Q: 3 clusters Score -481669.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -481697.468750 Penalty: 4249.011230
	Iteration 10Q: 3 clusters Score -481697.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -481728.625000 Penalty: 4249.011230
	Iteration 11Q: 3 clusters Score -481728.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -481755.593750 Penalty: 4249.011230
	Iteration 12Q: 3 clusters Score -481755.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -481788.031250 Penalty: 4249.011230
	Iteration 13Q: 3 clusters Score -481788 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -481830.375000 Penalty: 4249.011230
	Iteration 14Q: 3 clusters Score -481830.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -481892.750000 Penalty: 4249.011230
	Iteration 15Q: 3 clusters Score -481892.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -481963.218750 Penalty: 4249.011230
	Iteration 16Q: 3 clusters Score -481963.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -482030.062500 Penalty: 4249.011230
	Iteration 17Q: 3 clusters Score -482030.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -482092.937500 Penalty: 4249.011230
	Iteration 18Q: 3 clusters Score -482092.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -482169.593750 Penalty: 4249.011230
	Iteration 19Q: 3 clusters Score -482169.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -482249.500000 Penalty: 4249.011230
	Iteration 20F: 3 clusters Score -482249.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -482340.562500 Penalty: 4249.011230
	Iteration 21Q: 3 clusters Score -482340.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -482439.656250 Penalty: 4249.011230
	Iteration 22Q: 3 clusters Score -482439.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -482527.437500 Penalty: 4249.011230
	Iteration 23Q: 3 clusters Score -482527.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -482609.750000 Penalty: 4249.011230
	Iteration 24Q: 3 clusters Score -482609.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -482689.843750 Penalty: 4249.011230
	Iteration 25Q: 3 clusters Score -482689.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -482767.000000 Penalty: 4249.011230
	Iteration 26Q: 3 clusters Score -482767 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -482827.093750 Penalty: 4249.011230
	Iteration 27Q: 3 clusters Score -482827.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -482873.781250 Penalty: 4249.011230
	Iteration 28Q: 3 clusters Score -482873.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -482928.687500 Penalty: 4249.011230
	Iteration 29Q: 3 clusters Score -482928.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -482977.375000 Penalty: 4249.011230
	Iteration 30Q: 3 clusters Score -482977.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -483020.375000 Penalty: 4249.011230
	Iteration 31Q: 3 clusters Score -483020.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -483063.593750 Penalty: 4249.011230
	Iteration 32Q: 3 clusters Score -483063.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -483091.437500 Penalty: 4249.011230
	Iteration 33Q: 3 clusters Score -483091.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -483111.125000 Penalty: 4249.011230
	Iteration 34Q: 3 clusters Score -483111.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -483128.250000 Penalty: 4249.011230
	Iteration 35Q: 3 clusters Score -483128.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -483141.593750 Penalty: 4249.011230
	Iteration 36Q: 3 clusters Score -483141.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -483149.718750 Penalty: 4249.011230
	Iteration 37Q: 3 clusters Score -483149.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -483152.968750 Penalty: 4249.011230
	Iteration 38Q: 3 clusters Score -483153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -483156.218750 Penalty: 4249.011230
	Iteration 39Q: 3 clusters Score -483156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -483163.562500 Penalty: 4249.011230
	Iteration 40F: 3 clusters Score -483163.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -483168.531250 Penalty: 4249.011230
	Iteration 41Q: 3 clusters Score -483168.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -483170.218750 Penalty: 4249.011230
	Iteration 42Q: 3 clusters Score -483170.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -483171.656250 Penalty: 4249.011230
	Iteration 43Q: 3 clusters Score -483171.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -483171.656250 Penalty: 4249.011230
	Iteration 44F: 3 clusters Score -483171.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Entering Unmasked Estep 
Score: -2214272.500000 Penalty: 2508.179443
	Iteration 0F: 2 clusters Score -2214272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2197087.750000 Penalty: 5016.358887
	Iteration 0F: 3 clusters Score -2197088 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2203559.750000 Penalty: 5016.358887
	Iteration 1F: 3 clusters Score -2203560 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2204399.250000 Penalty: 5016.358887
	Iteration 2F: 3 clusters Score -2204399 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2205107.500000 Penalty: 5016.358887
	Iteration 3F: 3 clusters Score -2205108 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2205746.500000 Penalty: 5016.358887
	Iteration 4F: 3 clusters Score -2205746 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2206353.750000 Penalty: 5016.358887
	Iteration 5F: 3 clusters Score -2206354 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2207045.250000 Penalty: 5016.358887
	Iteration 6F: 3 clusters Score -2207045 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2207777.000000 Penalty: 5016.358887
	Iteration 7F: 3 clusters Score -2207777 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2208433.750000 Penalty: 5016.358887
	Iteration 8Q: 3 clusters Score -2208434 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2209069.750000 Penalty: 5016.358887
	Iteration 9Q: 3 clusters Score -2209070 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2209571.250000 Penalty: 5016.358887
	Iteration 10Q: 3 clusters Score -2209571 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2209973.250000 Penalty: 5016.358887
	Iteration 11Q: 3 clusters Score -2209973 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2210288.750000 Penalty: 5016.358887
	Iteration 12Q: 3 clusters Score -2210289 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2210611.250000 Penalty: 5016.358887
	Iteration 13Q: 3 clusters Score -2210611 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2210968.250000 Penalty: 5016.358887
	Iteration 14Q: 3 clusters Score -2210968 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2211323.250000 Penalty: 5016.358887
	Iteration 15Q: 3 clusters Score -2211323 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2211595.750000 Penalty: 5016.358887
	Iteration 16Q: 3 clusters Score -2211596 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2211824.500000 Penalty: 5016.358887
	Iteration 17Q: 3 clusters Score -2211824 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2211993.250000 Penalty: 5016.358887
	Iteration 18Q: 3 clusters Score -2211993 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2212124.500000 Penalty: 5016.358887
	Iteration 19Q: 3 clusters Score -2212124 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2212253.250000 Penalty: 5016.358887
	Iteration 20F: 3 clusters Score -2212253 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2212360.750000 Penalty: 5016.358887
	Iteration 21Q: 3 clusters Score -2212361 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2212460.750000 Penalty: 5016.358887
	Iteration 22Q: 3 clusters Score -2212461 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2212551.250000 Penalty: 5016.358887
	Iteration 23Q: 3 clusters Score -2212551 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2212728.500000 Penalty: 5016.358887
	Iteration 24Q: 3 clusters Score -2212728 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2213001.500000 Penalty: 5016.358887
	Iteration 25Q: 3 clusters Score -2213002 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2213184.750000 Penalty: 5016.358887
	Iteration 26Q: 3 clusters Score -2213185 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2213245.000000 Penalty: 5016.358887
	Iteration 27Q: 3 clusters Score -2213245 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2213269.000000 Penalty: 5016.358887
	Iteration 28Q: 3 clusters Score -2213269 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2213289.000000 Penalty: 5016.358887
	Iteration 29Q: 3 clusters Score -2213289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2213298.000000 Penalty: 5016.358887
	Iteration 30Q: 3 clusters Score -2213298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2213302.500000 Penalty: 5016.358887
	Iteration 31Q: 3 clusters Score -2213302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2213305.250000 Penalty: 5016.358887
	Iteration 32Q: 3 clusters Score -2213305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2213304.000000 Penalty: 5016.358887
	Iteration 33Q: 3 clusters Score -2213304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2213307.500000 Penalty: 5016.358887
	Iteration 34Q: 3 clusters Score -2213308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2213307.250000 Penalty: 5016.358887
	Iteration 35Q: 3 clusters Score -2213307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2213307.000000 Penalty: 5016.358887
	Iteration 36Q: 3 clusters Score -2213307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2213307.750000 Penalty: 5016.358887
	Iteration 37Q: 3 clusters Score -2213308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2213307.750000 Penalty: 5016.358887
	Iteration 38F: 3 clusters Score -2213308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (223329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223329 members 
Entering Unmasked Estep 
Score: -21961746.000000 Penalty: 3054.467529
	Iteration 0F: 2 clusters Score -2.196175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111465 members 
Mstep: Class 2 contains 111864 members 
Entering Unmasked Estep 
Score: -21813666.000000 Penalty: 6108.935059
	Iteration 0F: 3 clusters Score -2.181367e+07 nChanged 107354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109093 members 
Mstep: Class 2 contains 114236 members 
Entering Unmasked Estep 
Score: -21877044.000000 Penalty: 6108.935059
	Iteration 1F: 3 clusters Score -2.187704e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107909 members 
Mstep: Class 2 contains 115420 members 
Entering Unmasked Estep 
Score: -21878392.000000 Penalty: 6108.935059
	Iteration 2Q: 3 clusters Score -2.187839e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106325 members 
Mstep: Class 2 contains 117004 members 
Entering Unmasked Estep 
Score: -21880114.000000 Penalty: 6108.935059
	Iteration 3Q: 3 clusters Score -2.188011e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 119436 members 
Entering Unmasked Estep 
Score: -21882388.000000 Penalty: 6108.935059
	Iteration 4Q: 3 clusters Score -2.188239e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100455 members 
Mstep: Class 2 contains 122874 members 
Entering Unmasked Estep 
Score: -21885568.000000 Penalty: 6108.935059
	Iteration 5Q: 3 clusters Score -2.188557e+07 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95577 members 
Mstep: Class 2 contains 127752 members 
Entering Unmasked Estep 
Score: -21889796.000000 Penalty: 6108.935059
	Iteration 6Q: 3 clusters Score -2.18898e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 134582 members 
Entering Unmasked Estep 
Score: -21895406.000000 Penalty: 6108.935059
	Iteration 7Q: 3 clusters Score -2.189541e+07 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79765 members 
Mstep: Class 2 contains 143564 members 
Entering Unmasked Estep 
Score: -21902170.000000 Penalty: 6108.935059
	Iteration 8F: 3 clusters Score -2.190217e+07 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 154667 members 
Entering Unmasked Estep 
Score: -21910416.000000 Penalty: 6108.935059
	Iteration 9F: 3 clusters Score -2.191042e+07 nChanged 13347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 167444 members 
Entering Unmasked Estep 
Score: -21919788.000000 Penalty: 6108.935059
	Iteration 10F: 3 clusters Score -2.191979e+07 nChanged 13462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 180784 members 
Entering Unmasked Estep 
Score: -21929440.000000 Penalty: 6108.935059
	Iteration 11F: 3 clusters Score -2.192944e+07 nChanged 12519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 193267 members 
Entering Unmasked Estep 
Score: -21938552.000000 Penalty: 6108.935059
	Iteration 12F: 3 clusters Score -2.193855e+07 nChanged 10509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 203776 members 
Entering Unmasked Estep 
Score: -21946174.000000 Penalty: 6108.935059
	Iteration 13Q: 3 clusters Score -2.194617e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 211433 members 
Entering Unmasked Estep 
Score: -21951470.000000 Penalty: 6108.935059
	Iteration 14Q: 3 clusters Score -2.195147e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 216381 members 
Entering Unmasked Estep 
Score: -21954800.000000 Penalty: 6108.935059
	Iteration 15Q: 3 clusters Score -2.19548e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 219285 members 
Entering Unmasked Estep 
Score: -21956678.000000 Penalty: 6108.935059
	Iteration 16Q: 3 clusters Score -2.195668e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 220882 members 
Entering Unmasked Estep 
Score: -21957712.000000 Penalty: 6108.935059
	Iteration 17Q: 3 clusters Score -2.195771e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 221722 members 
Entering Unmasked Estep 
Score: -21958282.000000 Penalty: 6108.935059
	Iteration 18Q: 3 clusters Score -2.195828e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 222147 members 
Entering Unmasked Estep 
Score: -21958626.000000 Penalty: 6108.935059
	Iteration 19Q: 3 clusters Score -2.195863e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 222376 members 
Entering Unmasked Estep 
Score: -21958782.000000 Penalty: 6108.935059
	Iteration 20F: 3 clusters Score -2.195878e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 222496 members 
Entering Unmasked Estep 
Score: -21958842.000000 Penalty: 6108.935059
	Iteration 21Q: 3 clusters Score -2.195884e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 222567 members 
Entering Unmasked Estep 
Score: -21958916.000000 Penalty: 6108.935059
	Iteration 22Q: 3 clusters Score -2.195892e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 222615 members 
Entering Unmasked Estep 
Score: -21958928.000000 Penalty: 6108.935059
	Iteration 23Q: 3 clusters Score -2.195893e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 222650 members 
Entering Unmasked Estep 
Score: -21958964.000000 Penalty: 6108.935059
	Iteration 24Q: 3 clusters Score -2.195896e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 222680 members 
Entering Unmasked Estep 
Score: -21959004.000000 Penalty: 6108.935059
	Iteration 25Q: 3 clusters Score -2.1959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 222693 members 
Entering Unmasked Estep 
Score: -21959026.000000 Penalty: 6108.935059
	Iteration 26Q: 3 clusters Score -2.195903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 222705 members 
Entering Unmasked Estep 
Score: -21959042.000000 Penalty: 6108.935059
	Iteration 27Q: 3 clusters Score -2.195904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 222718 members 
Entering Unmasked Estep 
Score: -21959054.000000 Penalty: 6108.935059
	Iteration 28Q: 3 clusters Score -2.195905e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 222735 members 
Entering Unmasked Estep 
Score: -21959058.000000 Penalty: 6108.935059
	Iteration 29Q: 3 clusters Score -2.195906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 222741 members 
Entering Unmasked Estep 
Score: -21959078.000000 Penalty: 6108.935059
	Iteration 30Q: 3 clusters Score -2.195908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 222744 members 
Entering Unmasked Estep 
Score: -21959064.000000 Penalty: 6108.935059
	Iteration 31Q: 3 clusters Score -2.195906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 222746 members 
Entering Unmasked Estep 
Score: -21959072.000000 Penalty: 6108.935059
	Iteration 32Q: 3 clusters Score -2.195907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 222749 members 
Entering Unmasked Estep 
Score: -21959068.000000 Penalty: 6108.935059
	Iteration 33Q: 3 clusters Score -2.195907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 222749 members 
Entering Unmasked Estep 
Score: -21959078.000000 Penalty: 6108.935059
	Iteration 34Q: 3 clusters Score -2.195908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 222752 members 
Entering Unmasked Estep 
Score: -21959076.000000 Penalty: 6108.935059
	Iteration 35Q: 3 clusters Score -2.195908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 222757 members 
Entering Unmasked Estep 
Score: -21959072.000000 Penalty: 6108.935059
	Iteration 36Q: 3 clusters Score -2.195907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 222760 members 
Entering Unmasked Estep 
Score: -21959068.000000 Penalty: 6108.935059
	Iteration 37Q: 3 clusters Score -2.195907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 222764 members 
Entering Unmasked Estep 
Score: -21959068.000000 Penalty: 6108.935059
	Iteration 38Q: 3 clusters Score -2.195907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 222765 members 
Entering Unmasked Estep 
Score: -21959082.000000 Penalty: 6108.935059
	Iteration 39Q: 3 clusters Score -2.195908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 222767 members 
Entering Unmasked Estep 
Score: -21959086.000000 Penalty: 6108.935059
	Iteration 40F: 3 clusters Score -2.195909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 222771 members 
Entering Unmasked Estep 
Score: -21959102.000000 Penalty: 6108.935059
	Iteration 41Q: 3 clusters Score -2.19591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 222775 members 
Entering Unmasked Estep 
Score: -21959096.000000 Penalty: 6108.935059
	Iteration 42Q: 3 clusters Score -2.19591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 222776 members 
Entering Unmasked Estep 
Score: -21959096.000000 Penalty: 6108.935059
	Iteration 43Q: 3 clusters Score -2.19591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 222779 members 
Entering Unmasked Estep 
Score: -21959096.000000 Penalty: 6108.935059
	Iteration 44Q: 3 clusters Score -2.19591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 222782 members 
Entering Unmasked Estep 
Score: -21959092.000000 Penalty: 6108.935059
	Iteration 45Q: 3 clusters Score -2.195909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 222782 members 
Entering Unmasked Estep 
Score: -21959100.000000 Penalty: 6108.935059
	Iteration 46Q: 3 clusters Score -2.19591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 222782 members 
Entering Unmasked Estep 
Score: -21959088.000000 Penalty: 6108.935059
	Iteration 47Q: 3 clusters Score -2.195909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 222783 members 
Entering Unmasked Estep 
Score: -21959104.000000 Penalty: 6108.935059
	Iteration 48Q: 3 clusters Score -2.19591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 222784 members 
Entering Unmasked Estep 
Score: -21959104.000000 Penalty: 6108.935059
	Iteration 49Q: 3 clusters Score -2.19591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 222786 members 
Entering Unmasked Estep 
Score: -21959100.000000 Penalty: 6108.935059
	Iteration 50Q: 3 clusters Score -2.19591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 222787 members 
Entering Unmasked Estep 
Score: -21959104.000000 Penalty: 6108.935059
	Iteration 51Q: 3 clusters Score -2.19591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 222787 members 
Entering Unmasked Estep 
Score: -21959104.000000 Penalty: 6108.935059
	Iteration 52F: 3 clusters Score -2.19591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1025821.375000 Penalty: 2293.819580
	Iteration 0F: 2 clusters Score -1025821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1017929.062500 Penalty: 4587.639160
	Iteration 0F: 3 clusters Score -1017929 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1020145.437500 Penalty: 4587.639160
	Iteration 1F: 3 clusters Score -1020145 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1020390.312500 Penalty: 4587.639160
	Iteration 2F: 3 clusters Score -1020390 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1020531.312500 Penalty: 4587.639160
	Iteration 3Q: 3 clusters Score -1020531 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1020624.687500 Penalty: 4587.639160
	Iteration 4Q: 3 clusters Score -1020625 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1020719.062500 Penalty: 4587.639160
	Iteration 5Q: 3 clusters Score -1020719 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1020796.687500 Penalty: 4587.639160
	Iteration 6Q: 3 clusters Score -1020797 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1020868.625000 Penalty: 4587.639160
	Iteration 7Q: 3 clusters Score -1020869 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1020950.125000 Penalty: 4587.639160
	Iteration 8Q: 3 clusters Score -1020950 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1021048.437500 Penalty: 4587.639160
	Iteration 9Q: 3 clusters Score -1021048 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1021150.625000 Penalty: 4587.639160
	Iteration 10Q: 3 clusters Score -1021151 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1021278.062500 Penalty: 4587.639160
	Iteration 11Q: 3 clusters Score -1021278 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1021431.062500 Penalty: 4587.639160
	Iteration 12Q: 3 clusters Score -1021431 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1021605.937500 Penalty: 4587.639160
	Iteration 13Q: 3 clusters Score -1021606 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1021845.625000 Penalty: 4587.639160
	Iteration 14Q: 3 clusters Score -1021846 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1022104.812500 Penalty: 4587.639160
	Iteration 15Q: 3 clusters Score -1022105 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1022367.812500 Penalty: 4587.639160
	Iteration 16Q: 3 clusters Score -1022368 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1022648.875000 Penalty: 4587.639160
	Iteration 17Q: 3 clusters Score -1022649 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1022890.812500 Penalty: 4587.639160
	Iteration 18Q: 3 clusters Score -1022891 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1023093.875000 Penalty: 4587.639160
	Iteration 19Q: 3 clusters Score -1023094 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1023277.937500 Penalty: 4587.639160
	Iteration 20F: 3 clusters Score -1023278 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1023422.062500 Penalty: 4587.639160
	Iteration 21Q: 3 clusters Score -1023422 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1023520.125000 Penalty: 4587.639160
	Iteration 22Q: 3 clusters Score -1023520 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1023591.312500 Penalty: 4587.639160
	Iteration 23Q: 3 clusters Score -1023591 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1023642.875000 Penalty: 4587.639160
	Iteration 24Q: 3 clusters Score -1023643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1023676.625000 Penalty: 4587.639160
	Iteration 25Q: 3 clusters Score -1023677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1023703.250000 Penalty: 4587.639160
	Iteration 26Q: 3 clusters Score -1023703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1023721.562500 Penalty: 4587.639160
	Iteration 27Q: 3 clusters Score -1023722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1023744.875000 Penalty: 4587.639160
	Iteration 28Q: 3 clusters Score -1023745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1023764.375000 Penalty: 4587.639160
	Iteration 29Q: 3 clusters Score -1023764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1023783.375000 Penalty: 4587.639160
	Iteration 30Q: 3 clusters Score -1023783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1023789.187500 Penalty: 4587.639160
	Iteration 31Q: 3 clusters Score -1023789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1023795.687500 Penalty: 4587.639160
	Iteration 32Q: 3 clusters Score -1023796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1023801.750000 Penalty: 4587.639160
	Iteration 33Q: 3 clusters Score -1023802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1023806.937500 Penalty: 4587.639160
	Iteration 34Q: 3 clusters Score -1023807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1023812.312500 Penalty: 4587.639160
	Iteration 35Q: 3 clusters Score -1023812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1023813.062500 Penalty: 4587.639160
	Iteration 36Q: 3 clusters Score -1023813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1023814.562500 Penalty: 4587.639160
	Iteration 37Q: 3 clusters Score -1023815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1023814.562500 Penalty: 4587.639160
	Iteration 38F: 3 clusters Score -1023815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Entering Unmasked Estep 
Score: -2197471.250000 Penalty: 2488.048340
	Iteration 0F: 2 clusters Score -2197471 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 11444 members 
Entering Unmasked Estep 
Score: -2181586.000000 Penalty: 4976.096680
	Iteration 0F: 3 clusters Score -2181586 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2186898.000000 Penalty: 4976.096680
	Iteration 1F: 3 clusters Score -2186898 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2187300.250000 Penalty: 4976.096680
	Iteration 2F: 3 clusters Score -2187300 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2187688.750000 Penalty: 4976.096680
	Iteration 3Q: 3 clusters Score -2187689 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2188051.750000 Penalty: 4976.096680
	Iteration 4Q: 3 clusters Score -2188052 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2188450.000000 Penalty: 4976.096680
	Iteration 5Q: 3 clusters Score -2188450 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2188958.000000 Penalty: 4976.096680
	Iteration 6Q: 3 clusters Score -2188958 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2189635.750000 Penalty: 4976.096680
	Iteration 7Q: 3 clusters Score -2189636 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2190460.000000 Penalty: 4976.096680
	Iteration 8F: 3 clusters Score -2190460 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2191479.000000 Penalty: 4976.096680
	Iteration 9F: 3 clusters Score -2191479 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2192511.250000 Penalty: 4976.096680
	Iteration 10F: 3 clusters Score -2192511 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2193365.500000 Penalty: 4976.096680
	Iteration 11Q: 3 clusters Score -2193366 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2193914.250000 Penalty: 4976.096680
	Iteration 12Q: 3 clusters Score -2193914 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2194306.000000 Penalty: 4976.096680
	Iteration 13Q: 3 clusters Score -2194306 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2194641.750000 Penalty: 4976.096680
	Iteration 14Q: 3 clusters Score -2194642 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -2194862.250000 Penalty: 4976.096680
	Iteration 15Q: 3 clusters Score -2194862 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -2195005.000000 Penalty: 4976.096680
	Iteration 16Q: 3 clusters Score -2195005 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2195113.750000 Penalty: 4976.096680
	Iteration 17Q: 3 clusters Score -2195114 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2195180.750000 Penalty: 4976.096680
	Iteration 18Q: 3 clusters Score -2195181 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -2195245.500000 Penalty: 4976.096680
	Iteration 19Q: 3 clusters Score -2195246 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2195285.750000 Penalty: 4976.096680
	Iteration 20F: 3 clusters Score -2195286 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2195313.750000 Penalty: 4976.096680
	Iteration 21Q: 3 clusters Score -2195314 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2195330.750000 Penalty: 4976.096680
	Iteration 22Q: 3 clusters Score -2195331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2195349.500000 Penalty: 4976.096680
	Iteration 23Q: 3 clusters Score -2195350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -2195361.500000 Penalty: 4976.096680
	Iteration 24Q: 3 clusters Score -2195362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2195371.000000 Penalty: 4976.096680
	Iteration 25Q: 3 clusters Score -2195371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -2195378.500000 Penalty: 4976.096680
	Iteration 26Q: 3 clusters Score -2195378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -2195392.500000 Penalty: 4976.096680
	Iteration 27Q: 3 clusters Score -2195392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2195404.250000 Penalty: 4976.096680
	Iteration 28Q: 3 clusters Score -2195404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2195415.250000 Penalty: 4976.096680
	Iteration 29Q: 3 clusters Score -2195415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -2195415.750000 Penalty: 4976.096680
	Iteration 30Q: 3 clusters Score -2195416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2195423.250000 Penalty: 4976.096680
	Iteration 31Q: 3 clusters Score -2195423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -2195429.750000 Penalty: 4976.096680
	Iteration 32Q: 3 clusters Score -2195430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -2195438.000000 Penalty: 4976.096680
	Iteration 33Q: 3 clusters Score -2195438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2195447.500000 Penalty: 4976.096680
	Iteration 34Q: 3 clusters Score -2195448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -2195450.000000 Penalty: 4976.096680
	Iteration 35Q: 3 clusters Score -2195450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2195460.500000 Penalty: 4976.096680
	Iteration 36Q: 3 clusters Score -2195460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2195467.000000 Penalty: 4976.096680
	Iteration 37Q: 3 clusters Score -2195467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2195469.500000 Penalty: 4976.096680
	Iteration 38Q: 3 clusters Score -2195470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -2195478.000000 Penalty: 4976.096680
	Iteration 39Q: 3 clusters Score -2195478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2195490.750000 Penalty: 4976.096680
	Iteration 40F: 3 clusters Score -2195491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2195492.500000 Penalty: 4976.096680
	Iteration 41Q: 3 clusters Score -2195492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2195495.500000 Penalty: 4976.096680
	Iteration 42Q: 3 clusters Score -2195496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -2195495.250000 Penalty: 4976.096680
	Iteration 43Q: 3 clusters Score -2195495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -2195498.500000 Penalty: 4976.096680
	Iteration 44Q: 3 clusters Score -2195498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2195501.750000 Penalty: 4976.096680
	Iteration 45Q: 3 clusters Score -2195502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2195503.250000 Penalty: 4976.096680
	Iteration 46Q: 3 clusters Score -2195503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2195502.250000 Penalty: 4976.096680
	Iteration 47Q: 3 clusters Score -2195502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2195502.250000 Penalty: 4976.096680
	Iteration 48F: 3 clusters Score -2195502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Entering Unmasked Estep 
Score: -1075756.625000 Penalty: 2314.605957
	Iteration 0F: 2 clusters Score -1075757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1067202.375000 Penalty: 4629.211914
	Iteration 0F: 3 clusters Score -1067202 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1069956.625000 Penalty: 4629.211914
	Iteration 1F: 3 clusters Score -1069957 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1070459.875000 Penalty: 4629.211914
	Iteration 2F: 3 clusters Score -1070460 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1070940.125000 Penalty: 4629.211914
	Iteration 3F: 3 clusters Score -1070940 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1071402.125000 Penalty: 4629.211914
	Iteration 4F: 3 clusters Score -1071402 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1071794.500000 Penalty: 4629.211914
	Iteration 5F: 3 clusters Score -1071794 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1072122.250000 Penalty: 4629.211914
	Iteration 6F: 3 clusters Score -1072122 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1072360.250000 Penalty: 4629.211914
	Iteration 7Q: 3 clusters Score -1072360 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1072549.750000 Penalty: 4629.211914
	Iteration 8Q: 3 clusters Score -1072550 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1072667.125000 Penalty: 4629.211914
	Iteration 9Q: 3 clusters Score -1072667 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1072750.875000 Penalty: 4629.211914
	Iteration 10Q: 3 clusters Score -1072751 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1072818.125000 Penalty: 4629.211914
	Iteration 11Q: 3 clusters Score -1072818 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1072872.500000 Penalty: 4629.211914
	Iteration 12Q: 3 clusters Score -1072872 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1072911.750000 Penalty: 4629.211914
	Iteration 13Q: 3 clusters Score -1072912 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1072941.625000 Penalty: 4629.211914
	Iteration 14Q: 3 clusters Score -1072942 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1072965.125000 Penalty: 4629.211914
	Iteration 15Q: 3 clusters Score -1072965 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1072987.375000 Penalty: 4629.211914
	Iteration 16Q: 3 clusters Score -1072987 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1073020.500000 Penalty: 4629.211914
	Iteration 17Q: 3 clusters Score -1073020 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1073043.875000 Penalty: 4629.211914
	Iteration 18Q: 3 clusters Score -1073044 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1073072.750000 Penalty: 4629.211914
	Iteration 19Q: 3 clusters Score -1073073 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1073096.875000 Penalty: 4629.211914
	Iteration 20F: 3 clusters Score -1073097 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1073134.750000 Penalty: 4629.211914
	Iteration 21Q: 3 clusters Score -1073135 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1073182.125000 Penalty: 4629.211914
	Iteration 22Q: 3 clusters Score -1073182 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1073227.875000 Penalty: 4629.211914
	Iteration 23Q: 3 clusters Score -1073228 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1073297.375000 Penalty: 4629.211914
	Iteration 24Q: 3 clusters Score -1073297 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1073370.625000 Penalty: 4629.211914
	Iteration 25Q: 3 clusters Score -1073371 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1073477.500000 Penalty: 4629.211914
	Iteration 26Q: 3 clusters Score -1073478 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1073658.250000 Penalty: 4629.211914
	Iteration 27Q: 3 clusters Score -1073658 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1073913.375000 Penalty: 4629.211914
	Iteration 28Q: 3 clusters Score -1073913 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1074162.875000 Penalty: 4629.211914
	Iteration 29Q: 3 clusters Score -1074163 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1074326.750000 Penalty: 4629.211914
	Iteration 30Q: 3 clusters Score -1074327 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1074438.250000 Penalty: 4629.211914
	Iteration 31Q: 3 clusters Score -1074438 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1074481.750000 Penalty: 4629.211914
	Iteration 32Q: 3 clusters Score -1074482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1074509.375000 Penalty: 4629.211914
	Iteration 33Q: 3 clusters Score -1074509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1074519.375000 Penalty: 4629.211914
	Iteration 34Q: 3 clusters Score -1074519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1074530.000000 Penalty: 4629.211914
	Iteration 35Q: 3 clusters Score -1074530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1074533.875000 Penalty: 4629.211914
	Iteration 36Q: 3 clusters Score -1074534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1074536.125000 Penalty: 4629.211914
	Iteration 37Q: 3 clusters Score -1074536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1074541.000000 Penalty: 4629.211914
	Iteration 38Q: 3 clusters Score -1074541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1074543.750000 Penalty: 4629.211914
	Iteration 39Q: 3 clusters Score -1074544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1074542.125000 Penalty: 4629.211914
	Iteration 40F: 3 clusters Score -1074542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (228885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228885 members 
Entering Unmasked Estep 
Score: -22530146.000000 Penalty: 3060.561768
	Iteration 0F: 2 clusters Score -2.253015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114059 members 
Mstep: Class 2 contains 114826 members 
Entering Unmasked Estep 
Score: -22377398.000000 Penalty: 6121.123535
	Iteration 0F: 3 clusters Score -2.23774e+07 nChanged 110209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106864 members 
Mstep: Class 2 contains 122021 members 
Entering Unmasked Estep 
Score: -22442196.000000 Penalty: 6121.123535
	Iteration 1F: 3 clusters Score -2.24422e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102449 members 
Mstep: Class 2 contains 126436 members 
Entering Unmasked Estep 
Score: -22444532.000000 Penalty: 6121.123535
	Iteration 2Q: 3 clusters Score -2.244453e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95495 members 
Mstep: Class 2 contains 133390 members 
Entering Unmasked Estep 
Score: -22448174.000000 Penalty: 6121.123535
	Iteration 3Q: 3 clusters Score -2.244817e+07 nChanged 11705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85150 members 
Mstep: Class 2 contains 143735 members 
Entering Unmasked Estep 
Score: -22453978.000000 Penalty: 6121.123535
	Iteration 4F: 3 clusters Score -2.245398e+07 nChanged 15550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70344 members 
Mstep: Class 2 contains 158541 members 
Entering Unmasked Estep 
Score: -22464106.000000 Penalty: 6121.123535
	Iteration 5F: 3 clusters Score -2.246411e+07 nChanged 19221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 177432 members 
Entering Unmasked Estep 
Score: -22479796.000000 Penalty: 6121.123535
	Iteration 6F: 3 clusters Score -2.24798e+07 nChanged 20239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 197573 members 
Entering Unmasked Estep 
Score: -22498688.000000 Penalty: 6121.123535
	Iteration 7F: 3 clusters Score -2.249869e+07 nChanged 15771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 213296 members 
Entering Unmasked Estep 
Score: -22513620.000000 Penalty: 6121.123535
	Iteration 8F: 3 clusters Score -2.251362e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 222377 members 
Entering Unmasked Estep 
Score: -22522006.000000 Penalty: 6121.123535
	Iteration 9Q: 3 clusters Score -2.252201e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 226293 members 
Entering Unmasked Estep 
Score: -22525384.000000 Penalty: 6121.123535
	Iteration 10Q: 3 clusters Score -2.252538e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 227734 members 
Entering Unmasked Estep 
Score: -22526638.000000 Penalty: 6121.123535
	Iteration 11Q: 3 clusters Score -2.252664e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 228186 members 
Entering Unmasked Estep 
Score: -22527006.000000 Penalty: 6121.123535
	Iteration 12Q: 3 clusters Score -2.252701e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 228359 members 
Entering Unmasked Estep 
Score: -22527184.000000 Penalty: 6121.123535
	Iteration 13Q: 3 clusters Score -2.252718e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 228450 members 
Entering Unmasked Estep 
Score: -22527318.000000 Penalty: 6121.123535
	Iteration 14Q: 3 clusters Score -2.252732e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 228489 members 
Entering Unmasked Estep 
Score: -22527386.000000 Penalty: 6121.123535
	Iteration 15Q: 3 clusters Score -2.252739e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 228508 members 
Entering Unmasked Estep 
Score: -22527426.000000 Penalty: 6121.123535
	Iteration 16Q: 3 clusters Score -2.252743e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 228519 members 
Entering Unmasked Estep 
Score: -22527438.000000 Penalty: 6121.123535
	Iteration 17Q: 3 clusters Score -2.252744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 228530 members 
Entering Unmasked Estep 
Score: -22527472.000000 Penalty: 6121.123535
	Iteration 18Q: 3 clusters Score -2.252747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 228533 members 
Entering Unmasked Estep 
Score: -22527484.000000 Penalty: 6121.123535
	Iteration 19Q: 3 clusters Score -2.252748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 228534 members 
Entering Unmasked Estep 
Score: -22527494.000000 Penalty: 6121.123535
	Iteration 20F: 3 clusters Score -2.252749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 228537 members 
Entering Unmasked Estep 
Score: -22527500.000000 Penalty: 6121.123535
	Iteration 21Q: 3 clusters Score -2.25275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 228539 members 
Entering Unmasked Estep 
Score: -22527504.000000 Penalty: 6121.123535
	Iteration 22Q: 3 clusters Score -2.25275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 228542 members 
Entering Unmasked Estep 
Score: -22527506.000000 Penalty: 6121.123535
	Iteration 23Q: 3 clusters Score -2.252751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 228545 members 
Entering Unmasked Estep 
Score: -22527512.000000 Penalty: 6121.123535
	Iteration 24Q: 3 clusters Score -2.252751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 228548 members 
Entering Unmasked Estep 
Score: -22527504.000000 Penalty: 6121.123535
	Iteration 25Q: 3 clusters Score -2.25275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 228549 members 
Entering Unmasked Estep 
Score: -22527520.000000 Penalty: 6121.123535
	Iteration 26Q: 3 clusters Score -2.252752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 228551 members 
Entering Unmasked Estep 
Score: -22527530.000000 Penalty: 6121.123535
	Iteration 27Q: 3 clusters Score -2.252753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 228553 members 
Entering Unmasked Estep 
Score: -22527534.000000 Penalty: 6121.123535
	Iteration 28Q: 3 clusters Score -2.252753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 228556 members 
Entering Unmasked Estep 
Score: -22527542.000000 Penalty: 6121.123535
	Iteration 29Q: 3 clusters Score -2.252754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 228556 members 
Entering Unmasked Estep 
Score: -22527542.000000 Penalty: 6121.123535
	Iteration 30F: 3 clusters Score -2.252754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Entering Unmasked Estep 
Score: -1238005.625000 Penalty: 2351.811523
	Iteration 0F: 2 clusters Score -1238006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1228361.750000 Penalty: 4703.623047
	Iteration 0F: 3 clusters Score -1228362 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1231557.750000 Penalty: 4703.623047
	Iteration 1F: 3 clusters Score -1231558 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1232577.125000 Penalty: 4703.623047
	Iteration 2F: 3 clusters Score -1232577 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1233794.375000 Penalty: 4703.623047
	Iteration 3F: 3 clusters Score -1233794 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1234940.125000 Penalty: 4703.623047
	Iteration 4F: 3 clusters Score -1234940 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1235689.500000 Penalty: 4703.623047
	Iteration 5F: 3 clusters Score -1235690 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1236130.375000 Penalty: 4703.623047
	Iteration 6F: 3 clusters Score -1236130 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1236390.750000 Penalty: 4703.623047
	Iteration 7Q: 3 clusters Score -1236391 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1236547.875000 Penalty: 4703.623047
	Iteration 8Q: 3 clusters Score -1236548 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1236658.000000 Penalty: 4703.623047
	Iteration 9Q: 3 clusters Score -1236658 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1236764.500000 Penalty: 4703.623047
	Iteration 10Q: 3 clusters Score -1236764 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1236853.625000 Penalty: 4703.623047
	Iteration 11Q: 3 clusters Score -1236854 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1236927.375000 Penalty: 4703.623047
	Iteration 12Q: 3 clusters Score -1236927 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1236988.500000 Penalty: 4703.623047
	Iteration 13Q: 3 clusters Score -1236988 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1237033.750000 Penalty: 4703.623047
	Iteration 14Q: 3 clusters Score -1237034 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1237084.000000 Penalty: 4703.623047
	Iteration 15Q: 3 clusters Score -1237084 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1237127.000000 Penalty: 4703.623047
	Iteration 16Q: 3 clusters Score -1237127 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1237158.750000 Penalty: 4703.623047
	Iteration 17Q: 3 clusters Score -1237159 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1237194.750000 Penalty: 4703.623047
	Iteration 18Q: 3 clusters Score -1237195 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1237221.875000 Penalty: 4703.623047
	Iteration 19Q: 3 clusters Score -1237222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1237244.375000 Penalty: 4703.623047
	Iteration 20F: 3 clusters Score -1237244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1237263.750000 Penalty: 4703.623047
	Iteration 21Q: 3 clusters Score -1237264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1237273.125000 Penalty: 4703.623047
	Iteration 22Q: 3 clusters Score -1237273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1237283.125000 Penalty: 4703.623047
	Iteration 23Q: 3 clusters Score -1237283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1237289.750000 Penalty: 4703.623047
	Iteration 24Q: 3 clusters Score -1237290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1237296.875000 Penalty: 4703.623047
	Iteration 25Q: 3 clusters Score -1237297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1237304.750000 Penalty: 4703.623047
	Iteration 26Q: 3 clusters Score -1237305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1237312.000000 Penalty: 4703.623047
	Iteration 27Q: 3 clusters Score -1237312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1237321.125000 Penalty: 4703.623047
	Iteration 28Q: 3 clusters Score -1237321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1237328.750000 Penalty: 4703.623047
	Iteration 29Q: 3 clusters Score -1237329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1237338.500000 Penalty: 4703.623047
	Iteration 30Q: 3 clusters Score -1237338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1237345.125000 Penalty: 4703.623047
	Iteration 31Q: 3 clusters Score -1237345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1237351.750000 Penalty: 4703.623047
	Iteration 32Q: 3 clusters Score -1237352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1237356.750000 Penalty: 4703.623047
	Iteration 33Q: 3 clusters Score -1237357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1237358.000000 Penalty: 4703.623047
	Iteration 34Q: 3 clusters Score -1237358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1237364.500000 Penalty: 4703.623047
	Iteration 35Q: 3 clusters Score -1237364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1237370.500000 Penalty: 4703.623047
	Iteration 36Q: 3 clusters Score -1237370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1237376.375000 Penalty: 4703.623047
	Iteration 37Q: 3 clusters Score -1237376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1237377.500000 Penalty: 4703.623047
	Iteration 38Q: 3 clusters Score -1237378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1237382.125000 Penalty: 4703.623047
	Iteration 39Q: 3 clusters Score -1237382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1237383.625000 Penalty: 4703.623047
	Iteration 40F: 3 clusters Score -1237384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1237383.875000 Penalty: 4703.623047
	Iteration 41Q: 3 clusters Score -1237384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1237385.125000 Penalty: 4703.623047
	Iteration 42Q: 3 clusters Score -1237385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1237385.625000 Penalty: 4703.623047
	Iteration 43Q: 3 clusters Score -1237386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1237385.625000 Penalty: 4703.623047
	Iteration 44F: 3 clusters Score -1237386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Entering Unmasked Estep 
Score: -6213141.000000 Penalty: 2744.425537
	Iteration 0F: 2 clusters Score -6213141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -6170236.000000 Penalty: 5488.851074
	Iteration 0F: 3 clusters Score -6170236 nChanged 29822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -6187140.000000 Penalty: 5488.851074
	Iteration 1F: 3 clusters Score -6187140 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -6187896.500000 Penalty: 5488.851074
	Iteration 2Q: 3 clusters Score -6187896 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -6188878.500000 Penalty: 5488.851074
	Iteration 3Q: 3 clusters Score -6188878 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -6190330.000000 Penalty: 5488.851074
	Iteration 4Q: 3 clusters Score -6190330 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -6192477.500000 Penalty: 5488.851074
	Iteration 5F: 3 clusters Score -6192478 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -6195387.000000 Penalty: 5488.851074
	Iteration 6F: 3 clusters Score -6195387 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -6198617.500000 Penalty: 5488.851074
	Iteration 7F: 3 clusters Score -6198618 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -6201790.500000 Penalty: 5488.851074
	Iteration 8F: 3 clusters Score -6201790 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -6204421.000000 Penalty: 5488.851074
	Iteration 9F: 3 clusters Score -6204421 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -6205900.000000 Penalty: 5488.851074
	Iteration 10Q: 3 clusters Score -6205900 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -6206699.500000 Penalty: 5488.851074
	Iteration 11Q: 3 clusters Score -6206700 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -6207048.500000 Penalty: 5488.851074
	Iteration 12Q: 3 clusters Score -6207048 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -6207375.000000 Penalty: 5488.851074
	Iteration 13Q: 3 clusters Score -6207375 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -6207615.000000 Penalty: 5488.851074
	Iteration 14Q: 3 clusters Score -6207615 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -6207848.000000 Penalty: 5488.851074
	Iteration 15Q: 3 clusters Score -6207848 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -6208110.000000 Penalty: 5488.851074
	Iteration 16Q: 3 clusters Score -6208110 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -6208354.500000 Penalty: 5488.851074
	Iteration 17Q: 3 clusters Score -6208354 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -6208562.000000 Penalty: 5488.851074
	Iteration 18Q: 3 clusters Score -6208562 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -6208789.500000 Penalty: 5488.851074
	Iteration 19Q: 3 clusters Score -6208790 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -6209028.500000 Penalty: 5488.851074
	Iteration 20F: 3 clusters Score -6209028 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -6209296.000000 Penalty: 5488.851074
	Iteration 21Q: 3 clusters Score -6209296 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -6209527.500000 Penalty: 5488.851074
	Iteration 22Q: 3 clusters Score -6209528 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -6209749.500000 Penalty: 5488.851074
	Iteration 23Q: 3 clusters Score -6209750 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -6210008.500000 Penalty: 5488.851074
	Iteration 24Q: 3 clusters Score -6210008 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -6210217.000000 Penalty: 5488.851074
	Iteration 25Q: 3 clusters Score -6210217 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -6210448.500000 Penalty: 5488.851074
	Iteration 26Q: 3 clusters Score -6210448 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -6210620.000000 Penalty: 5488.851074
	Iteration 27Q: 3 clusters Score -6210620 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -6210801.500000 Penalty: 5488.851074
	Iteration 28Q: 3 clusters Score -6210802 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
Score: -6210966.500000 Penalty: 5488.851074
	Iteration 29Q: 3 clusters Score -6210966 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -6211113.000000 Penalty: 5488.851074
	Iteration 30Q: 3 clusters Score -6211113 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -6211239.500000 Penalty: 5488.851074
	Iteration 31Q: 3 clusters Score -6211240 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -6211339.000000 Penalty: 5488.851074
	Iteration 32Q: 3 clusters Score -6211339 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 52860 members 
Entering Unmasked Estep 
Score: -6211473.000000 Penalty: 5488.851074
	Iteration 33Q: 3 clusters Score -6211473 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -6211576.500000 Penalty: 5488.851074
	Iteration 34Q: 3 clusters Score -6211576 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -6211689.000000 Penalty: 5488.851074
	Iteration 35Q: 3 clusters Score -6211689 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -6211762.500000 Penalty: 5488.851074
	Iteration 36Q: 3 clusters Score -6211762 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -6211807.000000 Penalty: 5488.851074
	Iteration 37Q: 3 clusters Score -6211807 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -6211846.000000 Penalty: 5488.851074
	Iteration 38Q: 3 clusters Score -6211846 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -6211868.000000 Penalty: 5488.851074
	Iteration 39Q: 3 clusters Score -6211868 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -6211892.500000 Penalty: 5488.851074
	Iteration 40F: 3 clusters Score -6211892 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -6211935.000000 Penalty: 5488.851074
	Iteration 41Q: 3 clusters Score -6211935 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -6211963.500000 Penalty: 5488.851074
	Iteration 42Q: 3 clusters Score -6211964 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -6211977.500000 Penalty: 5488.851074
	Iteration 43Q: 3 clusters Score -6211978 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -6212008.500000 Penalty: 5488.851074
	Iteration 44Q: 3 clusters Score -6212008 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -6212013.500000 Penalty: 5488.851074
	Iteration 45Q: 3 clusters Score -6212014 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -6212033.000000 Penalty: 5488.851074
	Iteration 46Q: 3 clusters Score -6212033 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -6212027.000000 Penalty: 5488.851074
	Iteration 47Q: 3 clusters Score -6212027 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 55993 members 
Entering Unmasked Estep 
Score: -6212056.000000 Penalty: 5488.851074
	Iteration 48Q: 3 clusters Score -6212056 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -6212084.000000 Penalty: 5488.851074
	Iteration 49Q: 3 clusters Score -6212084 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -6212103.500000 Penalty: 5488.851074
	Iteration 50Q: 3 clusters Score -6212104 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -6212133.500000 Penalty: 5488.851074
	Iteration 51Q: 3 clusters Score -6212134 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -6212173.000000 Penalty: 5488.851074
	Iteration 52Q: 3 clusters Score -6212173 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -6212187.000000 Penalty: 5488.851074
	Iteration 53Q: 3 clusters Score -6212187 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 56484 members 
Entering Unmasked Estep 
Score: -6212191.500000 Penalty: 5488.851074
	Iteration 54Q: 3 clusters Score -6212192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -6212212.000000 Penalty: 5488.851074
	Iteration 55Q: 3 clusters Score -6212212 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -6212223.500000 Penalty: 5488.851074
	Iteration 56Q: 3 clusters Score -6212224 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 56688 members 
Entering Unmasked Estep 
Score: -6212199.500000 Penalty: 5488.851074
	Iteration 57Q: 3 clusters Score -6212200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -6212207.500000 Penalty: 5488.851074
	Iteration 58Q: 3 clusters Score -6212208 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -6212232.000000 Penalty: 5488.851074
	Iteration 59Q: 3 clusters Score -6212232 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -6212227.500000 Penalty: 5488.851074
	Iteration 60F: 3 clusters Score -6212228 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -6212262.000000 Penalty: 5488.851074
	Iteration 61Q: 3 clusters Score -6212262 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -6212290.000000 Penalty: 5488.851074
	Iteration 62Q: 3 clusters Score -6212290 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -6212299.500000 Penalty: 5488.851074
	Iteration 63Q: 3 clusters Score -6212300 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 57201 members 
Entering Unmasked Estep 
Score: -6212335.500000 Penalty: 5488.851074
	Iteration 64Q: 3 clusters Score -6212336 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -6212396.000000 Penalty: 5488.851074
	Iteration 65Q: 3 clusters Score -6212396 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -6212515.500000 Penalty: 5488.851074
	Iteration 66Q: 3 clusters Score -6212516 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -6212619.000000 Penalty: 5488.851074
	Iteration 67Q: 3 clusters Score -6212619 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -6212744.000000 Penalty: 5488.851074
	Iteration 68Q: 3 clusters Score -6212744 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 57638 members 
Entering Unmasked Estep 
Score: -6212807.500000 Penalty: 5488.851074
	Iteration 69Q: 3 clusters Score -6212808 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -6212853.000000 Penalty: 5488.851074
	Iteration 70Q: 3 clusters Score -6212853 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -6212857.500000 Penalty: 5488.851074
	Iteration 71Q: 3 clusters Score -6212858 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -6212852.500000 Penalty: 5488.851074
	Iteration 72Q: 3 clusters Score -6212852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -6212871.500000 Penalty: 5488.851074
	Iteration 73Q: 3 clusters Score -6212872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -6212868.500000 Penalty: 5488.851074
	Iteration 74Q: 3 clusters Score -6212868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -6212856.500000 Penalty: 5488.851074
	Iteration 75Q: 3 clusters Score -6212856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -6212865.500000 Penalty: 5488.851074
	Iteration 76Q: 3 clusters Score -6212866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -6212861.000000 Penalty: 5488.851074
	Iteration 77Q: 3 clusters Score -6212861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -6212864.500000 Penalty: 5488.851074
	Iteration 78Q: 3 clusters Score -6212864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -6212853.000000 Penalty: 5488.851074
	Iteration 79Q: 3 clusters Score -6212853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -6212849.000000 Penalty: 5488.851074
	Iteration 80F: 3 clusters Score -6212849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -6212859.500000 Penalty: 5488.851074
	Iteration 81Q: 3 clusters Score -6212860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -6212852.000000 Penalty: 5488.851074
	Iteration 82Q: 3 clusters Score -6212852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -6212855.500000 Penalty: 5488.851074
	Iteration 83Q: 3 clusters Score -6212856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -6212861.000000 Penalty: 5488.851074
	Iteration 84Q: 3 clusters Score -6212861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -6212861.500000 Penalty: 5488.851074
	Iteration 85Q: 3 clusters Score -6212862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -6212862.500000 Penalty: 5488.851074
	Iteration 86Q: 3 clusters Score -6212862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -6212862.500000 Penalty: 5488.851074
	Iteration 87F: 3 clusters Score -6212862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Entering Unmasked Estep 
Score: -1031528.937500 Penalty: 2308.049316
	Iteration 0F: 2 clusters Score -1031529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1023202.125000 Penalty: 4616.098633
	Iteration 0F: 3 clusters Score -1023202 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1025801.312500 Penalty: 4616.098633
	Iteration 1F: 3 clusters Score -1025801 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1026244.000000 Penalty: 4616.098633
	Iteration 2F: 3 clusters Score -1026244 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1026657.375000 Penalty: 4616.098633
	Iteration 3F: 3 clusters Score -1026657 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1027000.000000 Penalty: 4616.098633
	Iteration 4F: 3 clusters Score -1027000 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1027348.187500 Penalty: 4616.098633
	Iteration 5F: 3 clusters Score -1027348 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1027663.000000 Penalty: 4616.098633
	Iteration 6Q: 3 clusters Score -1027663 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1028013.687500 Penalty: 4616.098633
	Iteration 7Q: 3 clusters Score -1028014 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1028321.625000 Penalty: 4616.098633
	Iteration 8Q: 3 clusters Score -1028322 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1028585.750000 Penalty: 4616.098633
	Iteration 9Q: 3 clusters Score -1028586 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1028861.187500 Penalty: 4616.098633
	Iteration 10Q: 3 clusters Score -1028861 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1029080.812500 Penalty: 4616.098633
	Iteration 11Q: 3 clusters Score -1029081 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1029264.562500 Penalty: 4616.098633
	Iteration 12Q: 3 clusters Score -1029265 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1029431.000000 Penalty: 4616.098633
	Iteration 13Q: 3 clusters Score -1029431 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1029561.500000 Penalty: 4616.098633
	Iteration 14Q: 3 clusters Score -1029562 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1029650.062500 Penalty: 4616.098633
	Iteration 15Q: 3 clusters Score -1029650 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1029736.812500 Penalty: 4616.098633
	Iteration 16Q: 3 clusters Score -1029737 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1029805.000000 Penalty: 4616.098633
	Iteration 17Q: 3 clusters Score -1029805 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1029850.750000 Penalty: 4616.098633
	Iteration 18Q: 3 clusters Score -1029851 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1029884.687500 Penalty: 4616.098633
	Iteration 19Q: 3 clusters Score -1029885 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1029911.187500 Penalty: 4616.098633
	Iteration 20F: 3 clusters Score -1029911 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1029935.187500 Penalty: 4616.098633
	Iteration 21Q: 3 clusters Score -1029935 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1029956.562500 Penalty: 4616.098633
	Iteration 22Q: 3 clusters Score -1029957 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1029976.500000 Penalty: 4616.098633
	Iteration 23Q: 3 clusters Score -1029976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1030002.625000 Penalty: 4616.098633
	Iteration 24Q: 3 clusters Score -1030003 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1030024.687500 Penalty: 4616.098633
	Iteration 25Q: 3 clusters Score -1030025 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1030038.562500 Penalty: 4616.098633
	Iteration 26Q: 3 clusters Score -1030039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1030055.250000 Penalty: 4616.098633
	Iteration 27Q: 3 clusters Score -1030055 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1030071.625000 Penalty: 4616.098633
	Iteration 28Q: 3 clusters Score -1030072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1030086.750000 Penalty: 4616.098633
	Iteration 29Q: 3 clusters Score -1030087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1030098.125000 Penalty: 4616.098633
	Iteration 30Q: 3 clusters Score -1030098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1030114.125000 Penalty: 4616.098633
	Iteration 31Q: 3 clusters Score -1030114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1030138.000000 Penalty: 4616.098633
	Iteration 32Q: 3 clusters Score -1030138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1030149.375000 Penalty: 4616.098633
	Iteration 33Q: 3 clusters Score -1030149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1030160.312500 Penalty: 4616.098633
	Iteration 34Q: 3 clusters Score -1030160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1030174.875000 Penalty: 4616.098633
	Iteration 35Q: 3 clusters Score -1030175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1030189.625000 Penalty: 4616.098633
	Iteration 36Q: 3 clusters Score -1030190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1030204.875000 Penalty: 4616.098633
	Iteration 37Q: 3 clusters Score -1030205 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1030217.812500 Penalty: 4616.098633
	Iteration 38Q: 3 clusters Score -1030218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1030232.812500 Penalty: 4616.098633
	Iteration 39Q: 3 clusters Score -1030233 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1030251.687500 Penalty: 4616.098633
	Iteration 40F: 3 clusters Score -1030252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1030263.437500 Penalty: 4616.098633
	Iteration 41Q: 3 clusters Score -1030263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1030279.562500 Penalty: 4616.098633
	Iteration 42Q: 3 clusters Score -1030280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1030291.875000 Penalty: 4616.098633
	Iteration 43Q: 3 clusters Score -1030292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1030297.625000 Penalty: 4616.098633
	Iteration 44Q: 3 clusters Score -1030298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1030309.562500 Penalty: 4616.098633
	Iteration 45Q: 3 clusters Score -1030310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1030322.000000 Penalty: 4616.098633
	Iteration 46Q: 3 clusters Score -1030322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1030335.187500 Penalty: 4616.098633
	Iteration 47Q: 3 clusters Score -1030335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1030347.625000 Penalty: 4616.098633
	Iteration 48Q: 3 clusters Score -1030348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1030356.812500 Penalty: 4616.098633
	Iteration 49Q: 3 clusters Score -1030357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1030366.062500 Penalty: 4616.098633
	Iteration 50Q: 3 clusters Score -1030366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1030378.812500 Penalty: 4616.098633
	Iteration 51Q: 3 clusters Score -1030379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1030393.687500 Penalty: 4616.098633
	Iteration 52Q: 3 clusters Score -1030394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1030408.375000 Penalty: 4616.098633
	Iteration 53Q: 3 clusters Score -1030408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1030421.125000 Penalty: 4616.098633
	Iteration 54Q: 3 clusters Score -1030421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1030428.125000 Penalty: 4616.098633
	Iteration 55Q: 3 clusters Score -1030428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1030434.375000 Penalty: 4616.098633
	Iteration 56Q: 3 clusters Score -1030434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1030444.937500 Penalty: 4616.098633
	Iteration 57Q: 3 clusters Score -1030445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1030455.062500 Penalty: 4616.098633
	Iteration 58Q: 3 clusters Score -1030455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1030462.187500 Penalty: 4616.098633
	Iteration 59Q: 3 clusters Score -1030462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1030473.125000 Penalty: 4616.098633
	Iteration 60F: 3 clusters Score -1030473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1030478.625000 Penalty: 4616.098633
	Iteration 61Q: 3 clusters Score -1030479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1030485.562500 Penalty: 4616.098633
	Iteration 62Q: 3 clusters Score -1030486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1030488.312500 Penalty: 4616.098633
	Iteration 63Q: 3 clusters Score -1030488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1030491.312500 Penalty: 4616.098633
	Iteration 64Q: 3 clusters Score -1030491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1030495.125000 Penalty: 4616.098633
	Iteration 65Q: 3 clusters Score -1030495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1030498.562500 Penalty: 4616.098633
	Iteration 66Q: 3 clusters Score -1030499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1030495.750000 Penalty: 4616.098633
	Iteration 67Q: 3 clusters Score -1030496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1030496.625000 Penalty: 4616.098633
	Iteration 68Q: 3 clusters Score -1030497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1030497.625000 Penalty: 4616.098633
	Iteration 69Q: 3 clusters Score -1030498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1030498.812500 Penalty: 4616.098633
	Iteration 70Q: 3 clusters Score -1030499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1030498.812500 Penalty: 4616.098633
	Iteration 71F: 3 clusters Score -1030499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Entering Unmasked Estep 
Score: -479461.812500 Penalty: 2118.387695
	Iteration 0F: 2 clusters Score -479461.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -474824.531250 Penalty: 4236.775391
	Iteration 0F: 3 clusters Score -474824.5 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -475919.875000 Penalty: 4236.775391
	Iteration 1F: 3 clusters Score -475919.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -476143.000000 Penalty: 4236.775391
	Iteration 2F: 3 clusters Score -476143 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -476308.125000 Penalty: 4236.775391
	Iteration 3F: 3 clusters Score -476308.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -476452.093750 Penalty: 4236.775391
	Iteration 4Q: 3 clusters Score -476452.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -476609.531250 Penalty: 4236.775391
	Iteration 5Q: 3 clusters Score -476609.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -476755.093750 Penalty: 4236.775391
	Iteration 6Q: 3 clusters Score -476755.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -476894.406250 Penalty: 4236.775391
	Iteration 7Q: 3 clusters Score -476894.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -477027.000000 Penalty: 4236.775391
	Iteration 8Q: 3 clusters Score -477027 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -477153.531250 Penalty: 4236.775391
	Iteration 9Q: 3 clusters Score -477153.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -477245.031250 Penalty: 4236.775391
	Iteration 10Q: 3 clusters Score -477245 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -477318.250000 Penalty: 4236.775391
	Iteration 11Q: 3 clusters Score -477318.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -477390.937500 Penalty: 4236.775391
	Iteration 12Q: 3 clusters Score -477390.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -477450.187500 Penalty: 4236.775391
	Iteration 13Q: 3 clusters Score -477450.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -477498.562500 Penalty: 4236.775391
	Iteration 14Q: 3 clusters Score -477498.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -477541.125000 Penalty: 4236.775391
	Iteration 15Q: 3 clusters Score -477541.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -477572.437500 Penalty: 4236.775391
	Iteration 16Q: 3 clusters Score -477572.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -477604.468750 Penalty: 4236.775391
	Iteration 17Q: 3 clusters Score -477604.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -477633.875000 Penalty: 4236.775391
	Iteration 18Q: 3 clusters Score -477633.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -477658.312500 Penalty: 4236.775391
	Iteration 19Q: 3 clusters Score -477658.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -477678.343750 Penalty: 4236.775391
	Iteration 20F: 3 clusters Score -477678.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -477691.343750 Penalty: 4236.775391
	Iteration 21Q: 3 clusters Score -477691.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -477699.156250 Penalty: 4236.775391
	Iteration 22Q: 3 clusters Score -477699.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -477706.125000 Penalty: 4236.775391
	Iteration 23Q: 3 clusters Score -477706.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -477709.687500 Penalty: 4236.775391
	Iteration 24Q: 3 clusters Score -477709.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -477712.218750 Penalty: 4236.775391
	Iteration 25Q: 3 clusters Score -477712.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -477716.093750 Penalty: 4236.775391
	Iteration 26Q: 3 clusters Score -477716.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -477720.812500 Penalty: 4236.775391
	Iteration 27Q: 3 clusters Score -477720.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -477725.906250 Penalty: 4236.775391
	Iteration 28Q: 3 clusters Score -477725.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -477728.781250 Penalty: 4236.775391
	Iteration 29Q: 3 clusters Score -477728.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -477733.312500 Penalty: 4236.775391
	Iteration 30Q: 3 clusters Score -477733.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -477735.500000 Penalty: 4236.775391
	Iteration 31Q: 3 clusters Score -477735.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -477736.906250 Penalty: 4236.775391
	Iteration 32Q: 3 clusters Score -477736.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -477739.843750 Penalty: 4236.775391
	Iteration 33Q: 3 clusters Score -477739.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -477741.375000 Penalty: 4236.775391
	Iteration 34Q: 3 clusters Score -477741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -477742.375000 Penalty: 4236.775391
	Iteration 35Q: 3 clusters Score -477742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -477742.562500 Penalty: 4236.775391
	Iteration 36Q: 3 clusters Score -477742.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -477743.531250 Penalty: 4236.775391
	Iteration 37Q: 3 clusters Score -477743.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -477743.531250 Penalty: 4236.775391
	Iteration 38F: 3 clusters Score -477743.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Entering Unmasked Estep 
Score: -635642.937500 Penalty: 2189.902100
	Iteration 0F: 2 clusters Score -635642.9 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 3462 members 
Entering Unmasked Estep 
Score: -629972.937500 Penalty: 4379.804199
	Iteration 0F: 3 clusters Score -629972.9 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -631474.500000 Penalty: 4379.804199
	Iteration 1F: 3 clusters Score -631474.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -631720.687500 Penalty: 4379.804199
	Iteration 2F: 3 clusters Score -631720.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -631898.000000 Penalty: 4379.804199
	Iteration 3F: 3 clusters Score -631898 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -632077.875000 Penalty: 4379.804199
	Iteration 4Q: 3 clusters Score -632077.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -632252.500000 Penalty: 4379.804199
	Iteration 5Q: 3 clusters Score -632252.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -632402.625000 Penalty: 4379.804199
	Iteration 6Q: 3 clusters Score -632402.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -632538.187500 Penalty: 4379.804199
	Iteration 7Q: 3 clusters Score -632538.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -632680.125000 Penalty: 4379.804199
	Iteration 8Q: 3 clusters Score -632680.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -632809.625000 Penalty: 4379.804199
	Iteration 9Q: 3 clusters Score -632809.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -632933.500000 Penalty: 4379.804199
	Iteration 10Q: 3 clusters Score -632933.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -633061.375000 Penalty: 4379.804199
	Iteration 11Q: 3 clusters Score -633061.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -633211.750000 Penalty: 4379.804199
	Iteration 12Q: 3 clusters Score -633211.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -633348.375000 Penalty: 4379.804199
	Iteration 13Q: 3 clusters Score -633348.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -633471.250000 Penalty: 4379.804199
	Iteration 14Q: 3 clusters Score -633471.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -633588.625000 Penalty: 4379.804199
	Iteration 15Q: 3 clusters Score -633588.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -633709.500000 Penalty: 4379.804199
	Iteration 16Q: 3 clusters Score -633709.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -633845.625000 Penalty: 4379.804199
	Iteration 17Q: 3 clusters Score -633845.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -633984.000000 Penalty: 4379.804199
	Iteration 18Q: 3 clusters Score -633984 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -634119.375000 Penalty: 4379.804199
	Iteration 19Q: 3 clusters Score -634119.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -634235.625000 Penalty: 4379.804199
	Iteration 20F: 3 clusters Score -634235.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -634331.500000 Penalty: 4379.804199
	Iteration 21Q: 3 clusters Score -634331.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -634388.187500 Penalty: 4379.804199
	Iteration 22Q: 3 clusters Score -634388.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -634410.437500 Penalty: 4379.804199
	Iteration 23Q: 3 clusters Score -634410.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -634433.500000 Penalty: 4379.804199
	Iteration 24Q: 3 clusters Score -634433.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -634446.062500 Penalty: 4379.804199
	Iteration 25Q: 3 clusters Score -634446.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -634455.125000 Penalty: 4379.804199
	Iteration 26Q: 3 clusters Score -634455.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -634461.062500 Penalty: 4379.804199
	Iteration 27Q: 3 clusters Score -634461.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -634464.125000 Penalty: 4379.804199
	Iteration 28Q: 3 clusters Score -634464.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -634471.187500 Penalty: 4379.804199
	Iteration 29Q: 3 clusters Score -634471.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -634471.625000 Penalty: 4379.804199
	Iteration 30Q: 3 clusters Score -634471.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -634476.625000 Penalty: 4379.804199
	Iteration 31Q: 3 clusters Score -634476.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -634479.312500 Penalty: 4379.804199
	Iteration 32Q: 3 clusters Score -634479.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -634481.875000 Penalty: 4379.804199
	Iteration 33Q: 3 clusters Score -634481.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -634485.250000 Penalty: 4379.804199
	Iteration 34Q: 3 clusters Score -634485.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -634486.000000 Penalty: 4379.804199
	Iteration 35Q: 3 clusters Score -634486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -634488.937500 Penalty: 4379.804199
	Iteration 36Q: 3 clusters Score -634488.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -634490.375000 Penalty: 4379.804199
	Iteration 37Q: 3 clusters Score -634490.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -634491.750000 Penalty: 4379.804199
	Iteration 38Q: 3 clusters Score -634491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -634491.562500 Penalty: 4379.804199
	Iteration 39Q: 3 clusters Score -634491.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -634491.312500 Penalty: 4379.804199
	Iteration 40F: 3 clusters Score -634491.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -634492.312500 Penalty: 4379.804199
	Iteration 41Q: 3 clusters Score -634492.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -634491.750000 Penalty: 4379.804199
	Iteration 42Q: 3 clusters Score -634491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -634492.187500 Penalty: 4379.804199
	Iteration 43Q: 3 clusters Score -634492.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -634492.937500 Penalty: 4379.804199
	Iteration 44Q: 3 clusters Score -634492.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -634493.187500 Penalty: 4379.804199
	Iteration 45Q: 3 clusters Score -634493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -634496.375000 Penalty: 4379.804199
	Iteration 46Q: 3 clusters Score -634496.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -634495.937500 Penalty: 4379.804199
	Iteration 47Q: 3 clusters Score -634495.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -634498.562500 Penalty: 4379.804199
	Iteration 48Q: 3 clusters Score -634498.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -634498.375000 Penalty: 4379.804199
	Iteration 49Q: 3 clusters Score -634498.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -634497.875000 Penalty: 4379.804199
	Iteration 50Q: 3 clusters Score -634497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -634498.937500 Penalty: 4379.804199
	Iteration 51Q: 3 clusters Score -634498.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -634499.375000 Penalty: 4379.804199
	Iteration 52Q: 3 clusters Score -634499.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -634503.000000 Penalty: 4379.804199
	Iteration 53Q: 3 clusters Score -634503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -634504.062500 Penalty: 4379.804199
	Iteration 54Q: 3 clusters Score -634504.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -634505.500000 Penalty: 4379.804199
	Iteration 55Q: 3 clusters Score -634505.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -634508.625000 Penalty: 4379.804199
	Iteration 56Q: 3 clusters Score -634508.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -634508.000000 Penalty: 4379.804199
	Iteration 57Q: 3 clusters Score -634508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -634508.875000 Penalty: 4379.804199
	Iteration 58Q: 3 clusters Score -634508.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -634509.687500 Penalty: 4379.804199
	Iteration 59Q: 3 clusters Score -634509.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -634509.312500 Penalty: 4379.804199
	Iteration 60F: 3 clusters Score -634509.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -634510.250000 Penalty: 4379.804199
	Iteration 61Q: 3 clusters Score -634510.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -634511.250000 Penalty: 4379.804199
	Iteration 62Q: 3 clusters Score -634511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -634512.062500 Penalty: 4379.804199
	Iteration 63Q: 3 clusters Score -634512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -634512.687500 Penalty: 4379.804199
	Iteration 64Q: 3 clusters Score -634512.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -634513.750000 Penalty: 4379.804199
	Iteration 65Q: 3 clusters Score -634513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -634513.750000 Penalty: 4379.804199
	Iteration 66F: 3 clusters Score -634513.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Entering Unmasked Estep 
Score: -959801.937500 Penalty: 2289.172852
	Iteration 0F: 2 clusters Score -959801.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -952060.250000 Penalty: 4578.345703
	Iteration 0F: 3 clusters Score -952060.2 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -954317.437500 Penalty: 4578.345703
	Iteration 1F: 3 clusters Score -954317.4 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -954674.250000 Penalty: 4578.345703
	Iteration 2F: 3 clusters Score -954674.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -954945.000000 Penalty: 4578.345703
	Iteration 3F: 3 clusters Score -954945 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -955177.375000 Penalty: 4578.345703
	Iteration 4Q: 3 clusters Score -955177.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -955382.125000 Penalty: 4578.345703
	Iteration 5Q: 3 clusters Score -955382.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -955564.125000 Penalty: 4578.345703
	Iteration 6Q: 3 clusters Score -955564.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -955715.500000 Penalty: 4578.345703
	Iteration 7Q: 3 clusters Score -955715.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -955839.687500 Penalty: 4578.345703
	Iteration 8Q: 3 clusters Score -955839.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -955949.312500 Penalty: 4578.345703
	Iteration 9Q: 3 clusters Score -955949.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -956070.250000 Penalty: 4578.345703
	Iteration 10Q: 3 clusters Score -956070.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -956214.750000 Penalty: 4578.345703
	Iteration 11Q: 3 clusters Score -956214.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -956371.500000 Penalty: 4578.345703
	Iteration 12Q: 3 clusters Score -956371.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -956568.375000 Penalty: 4578.345703
	Iteration 13Q: 3 clusters Score -956568.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -956772.312500 Penalty: 4578.345703
	Iteration 14Q: 3 clusters Score -956772.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -957037.625000 Penalty: 4578.345703
	Iteration 15Q: 3 clusters Score -957037.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -957304.125000 Penalty: 4578.345703
	Iteration 16Q: 3 clusters Score -957304.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -957606.437500 Penalty: 4578.345703
	Iteration 17Q: 3 clusters Score -957606.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -957940.687500 Penalty: 4578.345703
	Iteration 18Q: 3 clusters Score -957940.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -958289.062500 Penalty: 4578.345703
	Iteration 19Q: 3 clusters Score -958289.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -958578.125000 Penalty: 4578.345703
	Iteration 20F: 3 clusters Score -958578.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -958740.812500 Penalty: 4578.345703
	Iteration 21Q: 3 clusters Score -958740.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -958831.562500 Penalty: 4578.345703
	Iteration 22Q: 3 clusters Score -958831.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -958887.375000 Penalty: 4578.345703
	Iteration 23Q: 3 clusters Score -958887.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -958922.375000 Penalty: 4578.345703
	Iteration 24Q: 3 clusters Score -958922.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -958941.875000 Penalty: 4578.345703
	Iteration 25Q: 3 clusters Score -958941.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -958961.875000 Penalty: 4578.345703
	Iteration 26Q: 3 clusters Score -958961.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -958979.687500 Penalty: 4578.345703
	Iteration 27Q: 3 clusters Score -958979.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -958987.437500 Penalty: 4578.345703
	Iteration 28Q: 3 clusters Score -958987.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -958994.812500 Penalty: 4578.345703
	Iteration 29Q: 3 clusters Score -958994.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -958997.500000 Penalty: 4578.345703
	Iteration 30Q: 3 clusters Score -958997.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -959002.875000 Penalty: 4578.345703
	Iteration 31Q: 3 clusters Score -959002.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -959007.312500 Penalty: 4578.345703
	Iteration 32Q: 3 clusters Score -959007.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -959011.562500 Penalty: 4578.345703
	Iteration 33Q: 3 clusters Score -959011.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -959016.625000 Penalty: 4578.345703
	Iteration 34Q: 3 clusters Score -959016.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -959021.625000 Penalty: 4578.345703
	Iteration 35Q: 3 clusters Score -959021.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -959021.625000 Penalty: 4578.345703
	Iteration 36Q: 3 clusters Score -959021.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -959021.000000 Penalty: 4578.345703
	Iteration 37Q: 3 clusters Score -959021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -959025.187500 Penalty: 4578.345703
	Iteration 38Q: 3 clusters Score -959025.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -959024.437500 Penalty: 4578.345703
	Iteration 39Q: 3 clusters Score -959024.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -959026.187500 Penalty: 4578.345703
	Iteration 40F: 3 clusters Score -959026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -959024.000000 Penalty: 4578.345703
	Iteration 41Q: 3 clusters Score -959024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -959025.562500 Penalty: 4578.345703
	Iteration 42Q: 3 clusters Score -959025.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -959026.375000 Penalty: 4578.345703
	Iteration 43Q: 3 clusters Score -959026.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -959025.937500 Penalty: 4578.345703
	Iteration 44Q: 3 clusters Score -959025.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -959026.312500 Penalty: 4578.345703
	Iteration 45Q: 3 clusters Score -959026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -959028.250000 Penalty: 4578.345703
	Iteration 46Q: 3 clusters Score -959028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -959026.125000 Penalty: 4578.345703
	Iteration 47Q: 3 clusters Score -959026.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -959027.750000 Penalty: 4578.345703
	Iteration 48Q: 3 clusters Score -959027.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -959029.562500 Penalty: 4578.345703
	Iteration 49Q: 3 clusters Score -959029.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -959029.937500 Penalty: 4578.345703
	Iteration 50Q: 3 clusters Score -959029.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -959030.250000 Penalty: 4578.345703
	Iteration 51Q: 3 clusters Score -959030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -959033.500000 Penalty: 4578.345703
	Iteration 52Q: 3 clusters Score -959033.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -959032.687500 Penalty: 4578.345703
	Iteration 53Q: 3 clusters Score -959032.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -959032.375000 Penalty: 4578.345703
	Iteration 54Q: 3 clusters Score -959032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -959032.375000 Penalty: 4578.345703
	Iteration 55F: 3 clusters Score -959032.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Entering Unmasked Estep 
Score: -664277.937500 Penalty: 2226.957764
	Iteration 0F: 2 clusters Score -664277.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -658044.312500 Penalty: 4453.915527
	Iteration 0F: 3 clusters Score -658044.3 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -659924.937500 Penalty: 4453.915527
	Iteration 1F: 3 clusters Score -659924.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -660318.562500 Penalty: 4453.915527
	Iteration 2F: 3 clusters Score -660318.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -660652.562500 Penalty: 4453.915527
	Iteration 3F: 3 clusters Score -660652.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -660959.000000 Penalty: 4453.915527
	Iteration 4F: 3 clusters Score -660959 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -661253.437500 Penalty: 4453.915527
	Iteration 5Q: 3 clusters Score -661253.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -661499.250000 Penalty: 4453.915527
	Iteration 6Q: 3 clusters Score -661499.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -661701.375000 Penalty: 4453.915527
	Iteration 7Q: 3 clusters Score -661701.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -661873.500000 Penalty: 4453.915527
	Iteration 8Q: 3 clusters Score -661873.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -661993.250000 Penalty: 4453.915527
	Iteration 9Q: 3 clusters Score -661993.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -662094.437500 Penalty: 4453.915527
	Iteration 10Q: 3 clusters Score -662094.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -662223.875000 Penalty: 4453.915527
	Iteration 11Q: 3 clusters Score -662223.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -662370.187500 Penalty: 4453.915527
	Iteration 12Q: 3 clusters Score -662370.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -662514.125000 Penalty: 4453.915527
	Iteration 13Q: 3 clusters Score -662514.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -662625.687500 Penalty: 4453.915527
	Iteration 14Q: 3 clusters Score -662625.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -662739.750000 Penalty: 4453.915527
	Iteration 15Q: 3 clusters Score -662739.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -662819.687500 Penalty: 4453.915527
	Iteration 16Q: 3 clusters Score -662819.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -662895.000000 Penalty: 4453.915527
	Iteration 17Q: 3 clusters Score -662895 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -662964.062500 Penalty: 4453.915527
	Iteration 18Q: 3 clusters Score -662964.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -663016.125000 Penalty: 4453.915527
	Iteration 19Q: 3 clusters Score -663016.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -663055.812500 Penalty: 4453.915527
	Iteration 20F: 3 clusters Score -663055.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -663086.937500 Penalty: 4453.915527
	Iteration 21Q: 3 clusters Score -663086.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -663121.312500 Penalty: 4453.915527
	Iteration 22Q: 3 clusters Score -663121.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -663152.062500 Penalty: 4453.915527
	Iteration 23Q: 3 clusters Score -663152.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -663176.250000 Penalty: 4453.915527
	Iteration 24Q: 3 clusters Score -663176.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -663195.437500 Penalty: 4453.915527
	Iteration 25Q: 3 clusters Score -663195.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -663221.562500 Penalty: 4453.915527
	Iteration 26Q: 3 clusters Score -663221.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -663239.625000 Penalty: 4453.915527
	Iteration 27Q: 3 clusters Score -663239.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -663252.062500 Penalty: 4453.915527
	Iteration 28Q: 3 clusters Score -663252.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -663259.250000 Penalty: 4453.915527
	Iteration 29Q: 3 clusters Score -663259.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -663262.312500 Penalty: 4453.915527
	Iteration 30Q: 3 clusters Score -663262.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -663266.437500 Penalty: 4453.915527
	Iteration 31Q: 3 clusters Score -663266.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -663269.062500 Penalty: 4453.915527
	Iteration 32Q: 3 clusters Score -663269.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -663274.812500 Penalty: 4453.915527
	Iteration 33Q: 3 clusters Score -663274.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -663277.312500 Penalty: 4453.915527
	Iteration 34Q: 3 clusters Score -663277.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -663277.625000 Penalty: 4453.915527
	Iteration 35Q: 3 clusters Score -663277.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -663279.562500 Penalty: 4453.915527
	Iteration 36Q: 3 clusters Score -663279.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -663279.375000 Penalty: 4453.915527
	Iteration 37Q: 3 clusters Score -663279.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -663281.187500 Penalty: 4453.915527
	Iteration 38Q: 3 clusters Score -663281.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -663284.500000 Penalty: 4453.915527
	Iteration 39Q: 3 clusters Score -663284.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -663285.500000 Penalty: 4453.915527
	Iteration 40F: 3 clusters Score -663285.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -663288.187500 Penalty: 4453.915527
	Iteration 41Q: 3 clusters Score -663288.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -663289.562500 Penalty: 4453.915527
	Iteration 42Q: 3 clusters Score -663289.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -663291.812500 Penalty: 4453.915527
	Iteration 43Q: 3 clusters Score -663291.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -663293.937500 Penalty: 4453.915527
	Iteration 44Q: 3 clusters Score -663293.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -663294.812500 Penalty: 4453.915527
	Iteration 45Q: 3 clusters Score -663294.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -663297.437500 Penalty: 4453.915527
	Iteration 46Q: 3 clusters Score -663297.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -663297.812500 Penalty: 4453.915527
	Iteration 47Q: 3 clusters Score -663297.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -663302.000000 Penalty: 4453.915527
	Iteration 48Q: 3 clusters Score -663302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -663303.437500 Penalty: 4453.915527
	Iteration 49Q: 3 clusters Score -663303.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -663306.125000 Penalty: 4453.915527
	Iteration 50Q: 3 clusters Score -663306.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -663308.937500 Penalty: 4453.915527
	Iteration 51Q: 3 clusters Score -663308.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -663312.187500 Penalty: 4453.915527
	Iteration 52Q: 3 clusters Score -663312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -663311.937500 Penalty: 4453.915527
	Iteration 53Q: 3 clusters Score -663311.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -663312.125000 Penalty: 4453.915527
	Iteration 54Q: 3 clusters Score -663312.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -663315.562500 Penalty: 4453.915527
	Iteration 55Q: 3 clusters Score -663315.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -663314.875000 Penalty: 4453.915527
	Iteration 56Q: 3 clusters Score -663314.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -663315.187500 Penalty: 4453.915527
	Iteration 57Q: 3 clusters Score -663315.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -663316.375000 Penalty: 4453.915527
	Iteration 58Q: 3 clusters Score -663316.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -663319.750000 Penalty: 4453.915527
	Iteration 59Q: 3 clusters Score -663319.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -663322.500000 Penalty: 4453.915527
	Iteration 60F: 3 clusters Score -663322.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -663320.250000 Penalty: 4453.915527
	Iteration 61Q: 3 clusters Score -663320.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -663322.000000 Penalty: 4453.915527
	Iteration 62Q: 3 clusters Score -663322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -663324.750000 Penalty: 4453.915527
	Iteration 63Q: 3 clusters Score -663324.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -663325.500000 Penalty: 4453.915527
	Iteration 64Q: 3 clusters Score -663325.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -663327.000000 Penalty: 4453.915527
	Iteration 65Q: 3 clusters Score -663327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -663327.250000 Penalty: 4453.915527
	Iteration 66Q: 3 clusters Score -663327.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -663332.875000 Penalty: 4453.915527
	Iteration 67Q: 3 clusters Score -663332.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -663334.687500 Penalty: 4453.915527
	Iteration 68Q: 3 clusters Score -663334.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -663337.625000 Penalty: 4453.915527
	Iteration 69Q: 3 clusters Score -663337.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -663336.687500 Penalty: 4453.915527
	Iteration 70Q: 3 clusters Score -663336.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -663337.812500 Penalty: 4453.915527
	Iteration 71Q: 3 clusters Score -663337.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -663339.812500 Penalty: 4453.915527
	Iteration 72Q: 3 clusters Score -663339.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -663341.375000 Penalty: 4453.915527
	Iteration 73Q: 3 clusters Score -663341.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -663343.437500 Penalty: 4453.915527
	Iteration 74Q: 3 clusters Score -663343.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -663345.812500 Penalty: 4453.915527
	Iteration 75Q: 3 clusters Score -663345.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -663348.937500 Penalty: 4453.915527
	Iteration 76Q: 3 clusters Score -663348.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -663348.937500 Penalty: 4453.915527
	Iteration 77Q: 3 clusters Score -663348.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -663350.812500 Penalty: 4453.915527
	Iteration 78Q: 3 clusters Score -663350.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -663353.375000 Penalty: 4453.915527
	Iteration 79Q: 3 clusters Score -663353.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -663354.125000 Penalty: 4453.915527
	Iteration 80F: 3 clusters Score -663354.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -663355.937500 Penalty: 4453.915527
	Iteration 81Q: 3 clusters Score -663355.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -663356.000000 Penalty: 4453.915527
	Iteration 82Q: 3 clusters Score -663356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -663357.437500 Penalty: 4453.915527
	Iteration 83Q: 3 clusters Score -663357.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -663360.375000 Penalty: 4453.915527
	Iteration 84Q: 3 clusters Score -663360.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -663359.500000 Penalty: 4453.915527
	Iteration 85Q: 3 clusters Score -663359.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -663362.062500 Penalty: 4453.915527
	Iteration 86Q: 3 clusters Score -663362.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -663362.437500 Penalty: 4453.915527
	Iteration 87Q: 3 clusters Score -663362.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -663362.875000 Penalty: 4453.915527
	Iteration 88Q: 3 clusters Score -663362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -663364.187500 Penalty: 4453.915527
	Iteration 89Q: 3 clusters Score -663364.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -663365.000000 Penalty: 4453.915527
	Iteration 90Q: 3 clusters Score -663365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -663364.750000 Penalty: 4453.915527
	Iteration 91Q: 3 clusters Score -663364.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -663365.250000 Penalty: 4453.915527
	Iteration 92Q: 3 clusters Score -663365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -663365.312500 Penalty: 4453.915527
	Iteration 93Q: 3 clusters Score -663365.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -663366.625000 Penalty: 4453.915527
	Iteration 94Q: 3 clusters Score -663366.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -663366.375000 Penalty: 4453.915527
	Iteration 95Q: 3 clusters Score -663366.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -663367.375000 Penalty: 4453.915527
	Iteration 96Q: 3 clusters Score -663367.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -663369.562500 Penalty: 4453.915527
	Iteration 97Q: 3 clusters Score -663369.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -663370.000000 Penalty: 4453.915527
	Iteration 98Q: 3 clusters Score -663370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -663369.312500 Penalty: 4453.915527
	Iteration 99Q: 3 clusters Score -663369.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -663371.250000 Penalty: 4453.915527
	Iteration 100F: 3 clusters Score -663371.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -663371.000000 Penalty: 4453.915527
	Iteration 101Q: 3 clusters Score -663371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -663372.375000 Penalty: 4453.915527
	Iteration 102Q: 3 clusters Score -663372.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -663372.250000 Penalty: 4453.915527
	Iteration 103Q: 3 clusters Score -663372.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -663373.250000 Penalty: 4453.915527
	Iteration 104Q: 3 clusters Score -663373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -663372.937500 Penalty: 4453.915527
	Iteration 105Q: 3 clusters Score -663372.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -663373.312500 Penalty: 4453.915527
	Iteration 106Q: 3 clusters Score -663373.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -663373.312500 Penalty: 4453.915527
	Iteration 107F: 3 clusters Score -663373.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Entering Unmasked Estep 
Score: -1023269.937500 Penalty: 2309.441895
	Iteration 0F: 2 clusters Score -1023270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1014951.062500 Penalty: 4618.883789
	Iteration 0F: 3 clusters Score -1014951 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1017393.562500 Penalty: 4618.883789
	Iteration 1F: 3 clusters Score -1017394 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1017698.750000 Penalty: 4618.883789
	Iteration 2F: 3 clusters Score -1017699 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1017914.312500 Penalty: 4618.883789
	Iteration 3Q: 3 clusters Score -1017914 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1018087.687500 Penalty: 4618.883789
	Iteration 4Q: 3 clusters Score -1018088 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1018223.250000 Penalty: 4618.883789
	Iteration 5Q: 3 clusters Score -1018223 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1018323.062500 Penalty: 4618.883789
	Iteration 6Q: 3 clusters Score -1018323 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1018399.937500 Penalty: 4618.883789
	Iteration 7Q: 3 clusters Score -1018400 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1018461.937500 Penalty: 4618.883789
	Iteration 8Q: 3 clusters Score -1018462 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1018520.687500 Penalty: 4618.883789
	Iteration 9Q: 3 clusters Score -1018521 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1018577.875000 Penalty: 4618.883789
	Iteration 10Q: 3 clusters Score -1018578 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1018643.125000 Penalty: 4618.883789
	Iteration 11Q: 3 clusters Score -1018643 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1018712.812500 Penalty: 4618.883789
	Iteration 12Q: 3 clusters Score -1018713 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1018795.625000 Penalty: 4618.883789
	Iteration 13Q: 3 clusters Score -1018796 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1018899.562500 Penalty: 4618.883789
	Iteration 14Q: 3 clusters Score -1018900 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1019052.687500 Penalty: 4618.883789
	Iteration 15Q: 3 clusters Score -1019053 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1019240.312500 Penalty: 4618.883789
	Iteration 16Q: 3 clusters Score -1019240 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1019466.312500 Penalty: 4618.883789
	Iteration 17Q: 3 clusters Score -1019466 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1019750.437500 Penalty: 4618.883789
	Iteration 18Q: 3 clusters Score -1019750 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1020042.187500 Penalty: 4618.883789
	Iteration 19Q: 3 clusters Score -1020042 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1020350.125000 Penalty: 4618.883789
	Iteration 20F: 3 clusters Score -1020350 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1020665.250000 Penalty: 4618.883789
	Iteration 21Q: 3 clusters Score -1020665 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1020950.312500 Penalty: 4618.883789
	Iteration 22Q: 3 clusters Score -1020950 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1021195.625000 Penalty: 4618.883789
	Iteration 23Q: 3 clusters Score -1021196 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1021350.125000 Penalty: 4618.883789
	Iteration 24Q: 3 clusters Score -1021350 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1021468.312500 Penalty: 4618.883789
	Iteration 25Q: 3 clusters Score -1021468 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1021547.187500 Penalty: 4618.883789
	Iteration 26Q: 3 clusters Score -1021547 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1021589.750000 Penalty: 4618.883789
	Iteration 27Q: 3 clusters Score -1021590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1021617.937500 Penalty: 4618.883789
	Iteration 28Q: 3 clusters Score -1021618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1021631.500000 Penalty: 4618.883789
	Iteration 29Q: 3 clusters Score -1021632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1021650.875000 Penalty: 4618.883789
	Iteration 30Q: 3 clusters Score -1021651 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1021667.250000 Penalty: 4618.883789
	Iteration 31Q: 3 clusters Score -1021667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1021681.750000 Penalty: 4618.883789
	Iteration 32Q: 3 clusters Score -1021682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1021690.312500 Penalty: 4618.883789
	Iteration 33Q: 3 clusters Score -1021690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1021700.125000 Penalty: 4618.883789
	Iteration 34Q: 3 clusters Score -1021700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1021707.000000 Penalty: 4618.883789
	Iteration 35Q: 3 clusters Score -1021707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1021709.125000 Penalty: 4618.883789
	Iteration 36Q: 3 clusters Score -1021709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1021712.687500 Penalty: 4618.883789
	Iteration 37Q: 3 clusters Score -1021713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1021713.437500 Penalty: 4618.883789
	Iteration 38Q: 3 clusters Score -1021713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1021714.937500 Penalty: 4618.883789
	Iteration 39Q: 3 clusters Score -1021715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1021714.937500 Penalty: 4618.883789
	Iteration 40F: 3 clusters Score -1021715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Entering Unmasked Estep 
Score: -1988501.000000 Penalty: 2481.923828
	Iteration 0F: 2 clusters Score -1988501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1973084.625000 Penalty: 4963.847656
	Iteration 0F: 3 clusters Score -1973085 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1979200.500000 Penalty: 4963.847656
	Iteration 1F: 3 clusters Score -1979200 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1980594.625000 Penalty: 4963.847656
	Iteration 2F: 3 clusters Score -1980595 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1982165.750000 Penalty: 4963.847656
	Iteration 3F: 3 clusters Score -1982166 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1983566.500000 Penalty: 4963.847656
	Iteration 4F: 3 clusters Score -1983566 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1984739.000000 Penalty: 4963.847656
	Iteration 5F: 3 clusters Score -1984739 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1985635.125000 Penalty: 4963.847656
	Iteration 6F: 3 clusters Score -1985635 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1986268.875000 Penalty: 4963.847656
	Iteration 7Q: 3 clusters Score -1986269 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1986667.625000 Penalty: 4963.847656
	Iteration 8Q: 3 clusters Score -1986668 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -1986925.625000 Penalty: 4963.847656
	Iteration 9Q: 3 clusters Score -1986926 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1987141.750000 Penalty: 4963.847656
	Iteration 10Q: 3 clusters Score -1987142 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1987347.375000 Penalty: 4963.847656
	Iteration 11Q: 3 clusters Score -1987347 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -1987511.750000 Penalty: 4963.847656
	Iteration 12Q: 3 clusters Score -1987512 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1987660.250000 Penalty: 4963.847656
	Iteration 13Q: 3 clusters Score -1987660 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -1987778.625000 Penalty: 4963.847656
	Iteration 14Q: 3 clusters Score -1987779 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -1987868.375000 Penalty: 4963.847656
	Iteration 15Q: 3 clusters Score -1987868 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -1987929.500000 Penalty: 4963.847656
	Iteration 16Q: 3 clusters Score -1987930 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -1987988.125000 Penalty: 4963.847656
	Iteration 17Q: 3 clusters Score -1987988 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -1988036.250000 Penalty: 4963.847656
	Iteration 18Q: 3 clusters Score -1988036 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -1988072.875000 Penalty: 4963.847656
	Iteration 19Q: 3 clusters Score -1988073 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -1988096.000000 Penalty: 4963.847656
	Iteration 20F: 3 clusters Score -1988096 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -1988109.250000 Penalty: 4963.847656
	Iteration 21Q: 3 clusters Score -1988109 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1988118.875000 Penalty: 4963.847656
	Iteration 22Q: 3 clusters Score -1988119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1988130.625000 Penalty: 4963.847656
	Iteration 23Q: 3 clusters Score -1988131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -1988133.375000 Penalty: 4963.847656
	Iteration 24Q: 3 clusters Score -1988133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -1988138.375000 Penalty: 4963.847656
	Iteration 25Q: 3 clusters Score -1988138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -1988137.500000 Penalty: 4963.847656
	Iteration 26Q: 3 clusters Score -1988138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -1988143.375000 Penalty: 4963.847656
	Iteration 27Q: 3 clusters Score -1988143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -1988145.500000 Penalty: 4963.847656
	Iteration 28Q: 3 clusters Score -1988146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -1988143.875000 Penalty: 4963.847656
	Iteration 29Q: 3 clusters Score -1988144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -1988147.250000 Penalty: 4963.847656
	Iteration 30Q: 3 clusters Score -1988147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -1988148.750000 Penalty: 4963.847656
	Iteration 31Q: 3 clusters Score -1988149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -1988148.250000 Penalty: 4963.847656
	Iteration 32Q: 3 clusters Score -1988148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -1988150.750000 Penalty: 4963.847656
	Iteration 33Q: 3 clusters Score -1988151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -1988151.625000 Penalty: 4963.847656
	Iteration 34Q: 3 clusters Score -1988152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -1988152.250000 Penalty: 4963.847656
	Iteration 35Q: 3 clusters Score -1988152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -1988152.625000 Penalty: 4963.847656
	Iteration 36Q: 3 clusters Score -1988153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -1988152.625000 Penalty: 4963.847656
	Iteration 37Q: 3 clusters Score -1988153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -1988152.625000 Penalty: 4963.847656
	Iteration 38F: 3 clusters Score -1988153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (22491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Entering Unmasked Estep 
Score: -2090305.500000 Penalty: 2485.175781
	Iteration 0F: 2 clusters Score -2090306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2074645.000000 Penalty: 4970.351562
	Iteration 0F: 3 clusters Score -2074645 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2080015.875000 Penalty: 4970.351562
	Iteration 1F: 3 clusters Score -2080016 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2080463.375000 Penalty: 4970.351562
	Iteration 2F: 3 clusters Score -2080463 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2080849.375000 Penalty: 4970.351562
	Iteration 3Q: 3 clusters Score -2080849 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2081207.125000 Penalty: 4970.351562
	Iteration 4Q: 3 clusters Score -2081207 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2081540.125000 Penalty: 4970.351562
	Iteration 5Q: 3 clusters Score -2081540 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2081884.000000 Penalty: 4970.351562
	Iteration 6Q: 3 clusters Score -2081884 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2082258.375000 Penalty: 4970.351562
	Iteration 7Q: 3 clusters Score -2082258 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2082653.375000 Penalty: 4970.351562
	Iteration 8Q: 3 clusters Score -2082653 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2083074.875000 Penalty: 4970.351562
	Iteration 9Q: 3 clusters Score -2083075 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2083575.500000 Penalty: 4970.351562
	Iteration 10Q: 3 clusters Score -2083576 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2084119.375000 Penalty: 4970.351562
	Iteration 11Q: 3 clusters Score -2084119 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2084676.000000 Penalty: 4970.351562
	Iteration 12Q: 3 clusters Score -2084676 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2085207.875000 Penalty: 4970.351562
	Iteration 13Q: 3 clusters Score -2085208 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2085662.000000 Penalty: 4970.351562
	Iteration 14Q: 3 clusters Score -2085662 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2086049.625000 Penalty: 4970.351562
	Iteration 15Q: 3 clusters Score -2086050 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2086401.750000 Penalty: 4970.351562
	Iteration 16Q: 3 clusters Score -2086402 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2086743.750000 Penalty: 4970.351562
	Iteration 17Q: 3 clusters Score -2086744 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2087049.500000 Penalty: 4970.351562
	Iteration 18Q: 3 clusters Score -2087050 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2087306.125000 Penalty: 4970.351562
	Iteration 19Q: 3 clusters Score -2087306 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2087520.125000 Penalty: 4970.351562
	Iteration 20F: 3 clusters Score -2087520 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2087681.375000 Penalty: 4970.351562
	Iteration 21Q: 3 clusters Score -2087681 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -2087796.250000 Penalty: 4970.351562
	Iteration 22Q: 3 clusters Score -2087796 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2087869.500000 Penalty: 4970.351562
	Iteration 23Q: 3 clusters Score -2087870 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2087933.250000 Penalty: 4970.351562
	Iteration 24Q: 3 clusters Score -2087933 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -2087986.125000 Penalty: 4970.351562
	Iteration 25Q: 3 clusters Score -2087986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2088027.375000 Penalty: 4970.351562
	Iteration 26Q: 3 clusters Score -2088027 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2088075.875000 Penalty: 4970.351562
	Iteration 27Q: 3 clusters Score -2088076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2088104.875000 Penalty: 4970.351562
	Iteration 28Q: 3 clusters Score -2088105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2088124.125000 Penalty: 4970.351562
	Iteration 29Q: 3 clusters Score -2088124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2088141.500000 Penalty: 4970.351562
	Iteration 30Q: 3 clusters Score -2088142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2088154.750000 Penalty: 4970.351562
	Iteration 31Q: 3 clusters Score -2088155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -2088162.125000 Penalty: 4970.351562
	Iteration 32Q: 3 clusters Score -2088162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2088166.250000 Penalty: 4970.351562
	Iteration 33Q: 3 clusters Score -2088166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2088179.875000 Penalty: 4970.351562
	Iteration 34Q: 3 clusters Score -2088180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -2088181.000000 Penalty: 4970.351562
	Iteration 35Q: 3 clusters Score -2088181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -2088187.500000 Penalty: 4970.351562
	Iteration 36Q: 3 clusters Score -2088188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2088191.375000 Penalty: 4970.351562
	Iteration 37Q: 3 clusters Score -2088191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2088190.750000 Penalty: 4970.351562
	Iteration 38Q: 3 clusters Score -2088191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2088193.250000 Penalty: 4970.351562
	Iteration 39Q: 3 clusters Score -2088193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2088193.250000 Penalty: 4970.351562
	Iteration 40F: 3 clusters Score -2088193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Entering Unmasked Estep 
Score: -724288.437500 Penalty: 2222.736816
	Iteration 0F: 2 clusters Score -724288.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -717998.875000 Penalty: 4445.473633
	Iteration 0F: 3 clusters Score -717998.9 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -719706.562500 Penalty: 4445.473633
	Iteration 1F: 3 clusters Score -719706.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -719994.437500 Penalty: 4445.473633
	Iteration 2F: 3 clusters Score -719994.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -720205.562500 Penalty: 4445.473633
	Iteration 3F: 3 clusters Score -720205.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -720364.750000 Penalty: 4445.473633
	Iteration 4Q: 3 clusters Score -720364.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -720506.062500 Penalty: 4445.473633
	Iteration 5Q: 3 clusters Score -720506.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -720630.187500 Penalty: 4445.473633
	Iteration 6Q: 3 clusters Score -720630.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -720737.000000 Penalty: 4445.473633
	Iteration 7Q: 3 clusters Score -720737 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -720845.312500 Penalty: 4445.473633
	Iteration 8Q: 3 clusters Score -720845.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -720957.062500 Penalty: 4445.473633
	Iteration 9Q: 3 clusters Score -720957.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -721063.250000 Penalty: 4445.473633
	Iteration 10Q: 3 clusters Score -721063.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -721174.187500 Penalty: 4445.473633
	Iteration 11Q: 3 clusters Score -721174.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -721276.875000 Penalty: 4445.473633
	Iteration 12Q: 3 clusters Score -721276.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -721389.750000 Penalty: 4445.473633
	Iteration 13Q: 3 clusters Score -721389.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -721487.312500 Penalty: 4445.473633
	Iteration 14Q: 3 clusters Score -721487.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -721568.937500 Penalty: 4445.473633
	Iteration 15Q: 3 clusters Score -721568.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -721644.500000 Penalty: 4445.473633
	Iteration 16Q: 3 clusters Score -721644.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -721723.125000 Penalty: 4445.473633
	Iteration 17Q: 3 clusters Score -721723.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -721802.000000 Penalty: 4445.473633
	Iteration 18Q: 3 clusters Score -721802 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -721879.250000 Penalty: 4445.473633
	Iteration 19Q: 3 clusters Score -721879.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -721948.437500 Penalty: 4445.473633
	Iteration 20F: 3 clusters Score -721948.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -722015.187500 Penalty: 4445.473633
	Iteration 21Q: 3 clusters Score -722015.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -722077.187500 Penalty: 4445.473633
	Iteration 22Q: 3 clusters Score -722077.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -722128.312500 Penalty: 4445.473633
	Iteration 23Q: 3 clusters Score -722128.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -722164.625000 Penalty: 4445.473633
	Iteration 24Q: 3 clusters Score -722164.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -722194.812500 Penalty: 4445.473633
	Iteration 25Q: 3 clusters Score -722194.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -722223.187500 Penalty: 4445.473633
	Iteration 26Q: 3 clusters Score -722223.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -722252.500000 Penalty: 4445.473633
	Iteration 27Q: 3 clusters Score -722252.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -722270.875000 Penalty: 4445.473633
	Iteration 28Q: 3 clusters Score -722270.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -722291.125000 Penalty: 4445.473633
	Iteration 29Q: 3 clusters Score -722291.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -722305.062500 Penalty: 4445.473633
	Iteration 30Q: 3 clusters Score -722305.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -722318.687500 Penalty: 4445.473633
	Iteration 31Q: 3 clusters Score -722318.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -722325.875000 Penalty: 4445.473633
	Iteration 32Q: 3 clusters Score -722325.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -722335.312500 Penalty: 4445.473633
	Iteration 33Q: 3 clusters Score -722335.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -722344.687500 Penalty: 4445.473633
	Iteration 34Q: 3 clusters Score -722344.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -722356.562500 Penalty: 4445.473633
	Iteration 35Q: 3 clusters Score -722356.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -722367.875000 Penalty: 4445.473633
	Iteration 36Q: 3 clusters Score -722367.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -722379.437500 Penalty: 4445.473633
	Iteration 37Q: 3 clusters Score -722379.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -722388.812500 Penalty: 4445.473633
	Iteration 38Q: 3 clusters Score -722388.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -722400.812500 Penalty: 4445.473633
	Iteration 39Q: 3 clusters Score -722400.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -722411.750000 Penalty: 4445.473633
	Iteration 40F: 3 clusters Score -722411.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -722422.500000 Penalty: 4445.473633
	Iteration 41Q: 3 clusters Score -722422.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -722437.375000 Penalty: 4445.473633
	Iteration 42Q: 3 clusters Score -722437.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -722453.562500 Penalty: 4445.473633
	Iteration 43Q: 3 clusters Score -722453.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -722464.875000 Penalty: 4445.473633
	Iteration 44Q: 3 clusters Score -722464.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -722476.375000 Penalty: 4445.473633
	Iteration 45Q: 3 clusters Score -722476.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -722486.687500 Penalty: 4445.473633
	Iteration 46Q: 3 clusters Score -722486.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -722491.625000 Penalty: 4445.473633
	Iteration 47Q: 3 clusters Score -722491.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -722499.250000 Penalty: 4445.473633
	Iteration 48Q: 3 clusters Score -722499.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -722503.250000 Penalty: 4445.473633
	Iteration 49Q: 3 clusters Score -722503.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -722509.562500 Penalty: 4445.473633
	Iteration 50Q: 3 clusters Score -722509.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -722516.062500 Penalty: 4445.473633
	Iteration 51Q: 3 clusters Score -722516.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -722521.750000 Penalty: 4445.473633
	Iteration 52Q: 3 clusters Score -722521.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -722525.625000 Penalty: 4445.473633
	Iteration 53Q: 3 clusters Score -722525.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -722527.187500 Penalty: 4445.473633
	Iteration 54Q: 3 clusters Score -722527.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -722531.562500 Penalty: 4445.473633
	Iteration 55Q: 3 clusters Score -722531.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -722533.062500 Penalty: 4445.473633
	Iteration 56Q: 3 clusters Score -722533.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -722537.875000 Penalty: 4445.473633
	Iteration 57Q: 3 clusters Score -722537.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -722539.062500 Penalty: 4445.473633
	Iteration 58Q: 3 clusters Score -722539.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -722543.625000 Penalty: 4445.473633
	Iteration 59Q: 3 clusters Score -722543.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -722546.000000 Penalty: 4445.473633
	Iteration 60F: 3 clusters Score -722546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -722548.875000 Penalty: 4445.473633
	Iteration 61Q: 3 clusters Score -722548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -722553.562500 Penalty: 4445.473633
	Iteration 62Q: 3 clusters Score -722553.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -722556.000000 Penalty: 4445.473633
	Iteration 63Q: 3 clusters Score -722556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -722559.125000 Penalty: 4445.473633
	Iteration 64Q: 3 clusters Score -722559.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -722557.687500 Penalty: 4445.473633
	Iteration 65Q: 3 clusters Score -722557.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -722558.500000 Penalty: 4445.473633
	Iteration 66Q: 3 clusters Score -722558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -722562.187500 Penalty: 4445.473633
	Iteration 67Q: 3 clusters Score -722562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -722562.375000 Penalty: 4445.473633
	Iteration 68Q: 3 clusters Score -722562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -722562.625000 Penalty: 4445.473633
	Iteration 69Q: 3 clusters Score -722562.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -722564.000000 Penalty: 4445.473633
	Iteration 70Q: 3 clusters Score -722564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -722563.875000 Penalty: 4445.473633
	Iteration 71Q: 3 clusters Score -722563.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -722565.000000 Penalty: 4445.473633
	Iteration 72Q: 3 clusters Score -722565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -722567.437500 Penalty: 4445.473633
	Iteration 73Q: 3 clusters Score -722567.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -722567.625000 Penalty: 4445.473633
	Iteration 74Q: 3 clusters Score -722567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -722568.625000 Penalty: 4445.473633
	Iteration 75Q: 3 clusters Score -722568.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -722568.625000 Penalty: 4445.473633
	Iteration 76F: 3 clusters Score -722568.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Entering Unmasked Estep 
Score: -990367.125000 Penalty: 2296.453369
	Iteration 0F: 2 clusters Score -990367.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -982332.375000 Penalty: 4592.906738
	Iteration 0F: 3 clusters Score -982332.4 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -984939.875000 Penalty: 4592.906738
	Iteration 1F: 3 clusters Score -984939.9 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -985666.187500 Penalty: 4592.906738
	Iteration 2F: 3 clusters Score -985666.2 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -986438.625000 Penalty: 4592.906738
	Iteration 3F: 3 clusters Score -986438.6 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -987299.000000 Penalty: 4592.906738
	Iteration 4F: 3 clusters Score -987299 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -988063.187500 Penalty: 4592.906738
	Iteration 5F: 3 clusters Score -988063.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -988613.375000 Penalty: 4592.906738
	Iteration 6F: 3 clusters Score -988613.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -988990.625000 Penalty: 4592.906738
	Iteration 7Q: 3 clusters Score -988990.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -989253.125000 Penalty: 4592.906738
	Iteration 8Q: 3 clusters Score -989253.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -989443.375000 Penalty: 4592.906738
	Iteration 9Q: 3 clusters Score -989443.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -989629.687500 Penalty: 4592.906738
	Iteration 10Q: 3 clusters Score -989629.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -989778.125000 Penalty: 4592.906738
	Iteration 11Q: 3 clusters Score -989778.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -989865.562500 Penalty: 4592.906738
	Iteration 12Q: 3 clusters Score -989865.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -989922.875000 Penalty: 4592.906738
	Iteration 13Q: 3 clusters Score -989922.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -989943.812500 Penalty: 4592.906738
	Iteration 14Q: 3 clusters Score -989943.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -989963.875000 Penalty: 4592.906738
	Iteration 15Q: 3 clusters Score -989963.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -989969.375000 Penalty: 4592.906738
	Iteration 16Q: 3 clusters Score -989969.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -989973.687500 Penalty: 4592.906738
	Iteration 17Q: 3 clusters Score -989973.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -989977.312500 Penalty: 4592.906738
	Iteration 18Q: 3 clusters Score -989977.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -989981.562500 Penalty: 4592.906738
	Iteration 19Q: 3 clusters Score -989981.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -989984.937500 Penalty: 4592.906738
	Iteration 20F: 3 clusters Score -989984.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -989986.562500 Penalty: 4592.906738
	Iteration 21Q: 3 clusters Score -989986.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -989986.250000 Penalty: 4592.906738
	Iteration 22Q: 3 clusters Score -989986.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -989985.687500 Penalty: 4592.906738
	Iteration 23Q: 3 clusters Score -989985.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -989988.625000 Penalty: 4592.906738
	Iteration 24Q: 3 clusters Score -989988.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -989989.437500 Penalty: 4592.906738
	Iteration 25Q: 3 clusters Score -989989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -989989.437500 Penalty: 4592.906738
	Iteration 26F: 3 clusters Score -989989.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Entering Unmasked Estep 
Score: -664595.437500 Penalty: 2207.166992
	Iteration 0F: 2 clusters Score -664595.4 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 3723 members 
Entering Unmasked Estep 
Score: -658600.875000 Penalty: 4414.333984
	Iteration 0F: 3 clusters Score -658600.9 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -660257.250000 Penalty: 4414.333984
	Iteration 1F: 3 clusters Score -660257.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -660558.625000 Penalty: 4414.333984
	Iteration 2F: 3 clusters Score -660558.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -660770.437500 Penalty: 4414.333984
	Iteration 3F: 3 clusters Score -660770.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -660964.875000 Penalty: 4414.333984
	Iteration 4Q: 3 clusters Score -660964.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -661157.062500 Penalty: 4414.333984
	Iteration 5Q: 3 clusters Score -661157.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -661390.500000 Penalty: 4414.333984
	Iteration 6Q: 3 clusters Score -661390.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -661644.250000 Penalty: 4414.333984
	Iteration 7Q: 3 clusters Score -661644.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -661905.687500 Penalty: 4414.333984
	Iteration 8Q: 3 clusters Score -661905.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -662170.062500 Penalty: 4414.333984
	Iteration 9Q: 3 clusters Score -662170.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -662396.937500 Penalty: 4414.333984
	Iteration 10Q: 3 clusters Score -662396.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -662581.000000 Penalty: 4414.333984
	Iteration 11Q: 3 clusters Score -662581 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -662724.875000 Penalty: 4414.333984
	Iteration 12Q: 3 clusters Score -662724.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -662839.125000 Penalty: 4414.333984
	Iteration 13Q: 3 clusters Score -662839.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -662962.687500 Penalty: 4414.333984
	Iteration 14Q: 3 clusters Score -662962.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -663090.625000 Penalty: 4414.333984
	Iteration 15Q: 3 clusters Score -663090.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -663178.312500 Penalty: 4414.333984
	Iteration 16Q: 3 clusters Score -663178.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -663264.062500 Penalty: 4414.333984
	Iteration 17Q: 3 clusters Score -663264.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -663352.562500 Penalty: 4414.333984
	Iteration 18Q: 3 clusters Score -663352.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -663460.312500 Penalty: 4414.333984
	Iteration 19Q: 3 clusters Score -663460.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -663585.312500 Penalty: 4414.333984
	Iteration 20F: 3 clusters Score -663585.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -663753.687500 Penalty: 4414.333984
	Iteration 21Q: 3 clusters Score -663753.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -664065.312500 Penalty: 4414.333984
	Iteration 22Q: 3 clusters Score -664065.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -664554.937500 Penalty: 4414.333984
	Iteration 23Q: 3 clusters Score -664554.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -664762.500000 Penalty: 4414.333984
	Iteration 24Q: 3 clusters Score -664762.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -664819.625000 Penalty: 4414.333984
	Iteration 25Q: 3 clusters Score -664819.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -664851.000000 Penalty: 4414.333984
	Iteration 26Q: 3 clusters Score -664851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -664878.750000 Penalty: 4414.333984
	Iteration 27Q: 3 clusters Score -664878.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -664897.500000 Penalty: 4414.333984
	Iteration 28Q: 3 clusters Score -664897.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -664913.812500 Penalty: 4414.333984
	Iteration 29Q: 3 clusters Score -664913.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -664925.437500 Penalty: 4414.333984
	Iteration 30Q: 3 clusters Score -664925.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -664935.312500 Penalty: 4414.333984
	Iteration 31Q: 3 clusters Score -664935.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -664942.062500 Penalty: 4414.333984
	Iteration 32Q: 3 clusters Score -664942.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -664951.750000 Penalty: 4414.333984
	Iteration 33Q: 3 clusters Score -664951.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -664957.687500 Penalty: 4414.333984
	Iteration 34Q: 3 clusters Score -664957.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -664967.625000 Penalty: 4414.333984
	Iteration 35Q: 3 clusters Score -664967.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -664979.062500 Penalty: 4414.333984
	Iteration 36Q: 3 clusters Score -664979.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -664987.562500 Penalty: 4414.333984
	Iteration 37Q: 3 clusters Score -664987.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -664994.562500 Penalty: 4414.333984
	Iteration 38Q: 3 clusters Score -664994.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -664999.437500 Penalty: 4414.333984
	Iteration 39Q: 3 clusters Score -664999.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -665006.937500 Penalty: 4414.333984
	Iteration 40F: 3 clusters Score -665006.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -665012.000000 Penalty: 4414.333984
	Iteration 41Q: 3 clusters Score -665012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -665015.125000 Penalty: 4414.333984
	Iteration 42Q: 3 clusters Score -665015.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -665015.687500 Penalty: 4414.333984
	Iteration 43Q: 3 clusters Score -665015.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -665017.625000 Penalty: 4414.333984
	Iteration 44Q: 3 clusters Score -665017.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -665018.062500 Penalty: 4414.333984
	Iteration 45Q: 3 clusters Score -665018.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -665016.500000 Penalty: 4414.333984
	Iteration 46Q: 3 clusters Score -665016.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -665016.500000 Penalty: 4414.333984
	Iteration 47F: 3 clusters Score -665016.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 11809 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 219417 members 
Mstep: Class 5 contains 102244 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 136864 members 
Mstep: Class 9 contains 44378 members 
Mstep: Class 10 contains 12199 members 
Mstep: Class 11 contains 4796 members 
Mstep: Class 12 contains 8689 members 
Mstep: Class 13 contains 26739 members 
Mstep: Class 14 contains 308213 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 24677 members 
Mstep: Class 17 contains 223329 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 22753 members 
Mstep: Class 20 contains 11306 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63974 members 
Mstep: Class 24 contains 11011 members 
Mstep: Class 25 contains 5125 members 
Mstep: Class 26 contains 6838 members 
Mstep: Class 27 contains 10204 members 
Mstep: Class 28 contains 7940 members 
Mstep: Class 29 contains 11073 members 
Mstep: Class 30 contains 22198 members 
Mstep: Class 31 contains 22491 members 
Mstep: Class 32 contains 7806 members 
Mstep: Class 33 contains 10508 members 
Mstep: Class 34 contains 2108 members 
Mstep: Class 35 contains 5223 members 
Entering Unmasked Estep 
Score: -157697040.000000 Penalty: 124380.453125
Splitting cluster 34 changes total score from -157697968.000000 to -157697040.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 11809 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 219417 members 
Mstep: Class 5 contains 102244 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 136864 members 
Mstep: Class 9 contains 44378 members 
Mstep: Class 10 contains 12199 members 
Mstep: Class 11 contains 4796 members 
Mstep: Class 12 contains 8689 members 
Mstep: Class 13 contains 26739 members 
Mstep: Class 14 contains 308213 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 24677 members 
Mstep: Class 17 contains 223329 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 22753 members 
Mstep: Class 20 contains 11306 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63974 members 
Mstep: Class 24 contains 11011 members 
Mstep: Class 25 contains 5125 members 
Mstep: Class 26 contains 6838 members 
Mstep: Class 27 contains 10204 members 
Mstep: Class 28 contains 7940 members 
Mstep: Class 29 contains 11073 members 
Mstep: Class 30 contains 22198 members 
Mstep: Class 31 contains 22491 members 
Mstep: Class 32 contains 7806 members 
Mstep: Class 33 contains 10508 members 
Mstep: Class 34 contains 7331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698080.000000 Penalty: 120826.726562
Iteration 319Q: 35 clusters Score -1.576981e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 11809 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 219411 members 
Mstep: Class 5 contains 102244 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21207 members 
Mstep: Class 8 contains 136864 members 
Mstep: Class 9 contains 44376 members 
Mstep: Class 10 contains 12225 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 8689 members 
Mstep: Class 13 contains 26737 members 
Mstep: Class 14 contains 308191 members 
Mstep: Class 15 contains 5251 members 
Mstep: Class 16 contains 24676 members 
Mstep: Class 17 contains 223327 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 22752 members 
Mstep: Class 20 contains 11306 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63973 members 
Mstep: Class 24 contains 11016 members 
Mstep: Class 25 contains 5145 members 
Mstep: Class 26 contains 6838 members 
Mstep: Class 27 contains 10203 members 
Mstep: Class 28 contains 7947 members 
Mstep: Class 29 contains 11076 members 
Mstep: Class 30 contains 22149 members 
Mstep: Class 31 contains 22505 members 
Mstep: Class 32 contains 7807 members 
Mstep: Class 33 contains 10505 members 
Mstep: Class 34 contains 7330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698448.000000 Penalty: 120826.726562
Iteration 320F: 35 clusters Score -1.576984e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 11809 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 219403 members 
Mstep: Class 5 contains 102244 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21208 members 
Mstep: Class 8 contains 136863 members 
Mstep: Class 9 contains 44376 members 
Mstep: Class 10 contains 12244 members 
Mstep: Class 11 contains 4797 members 
Mstep: Class 12 contains 8688 members 
Mstep: Class 13 contains 26732 members 
Mstep: Class 14 contains 308179 members 
Mstep: Class 15 contains 5252 members 
Mstep: Class 16 contains 24672 members 
Mstep: Class 17 contains 223323 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 22752 members 
Mstep: Class 20 contains 11306 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63973 members 
Mstep: Class 24 contains 11019 members 
Mstep: Class 25 contains 5178 members 
Mstep: Class 26 contains 6837 members 
Mstep: Class 27 contains 10206 members 
Mstep: Class 28 contains 7950 members 
Mstep: Class 29 contains 11081 members 
Mstep: Class 30 contains 22097 members 
Mstep: Class 31 contains 22515 members 
Mstep: Class 32 contains 7808 members 
Mstep: Class 33 contains 10501 members 
Mstep: Class 34 contains 7330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698496.000000 Penalty: 120826.726562
Iteration 321Q: 35 clusters Score -1.576985e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 219391 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21208 members 
Mstep: Class 8 contains 136863 members 
Mstep: Class 9 contains 44378 members 
Mstep: Class 10 contains 12260 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 8687 members 
Mstep: Class 13 contains 26728 members 
Mstep: Class 14 contains 308175 members 
Mstep: Class 15 contains 5255 members 
Mstep: Class 16 contains 24675 members 
Mstep: Class 17 contains 223321 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 22751 members 
Mstep: Class 20 contains 11305 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63975 members 
Mstep: Class 24 contains 11027 members 
Mstep: Class 25 contains 5214 members 
Mstep: Class 26 contains 6838 members 
Mstep: Class 27 contains 10207 members 
Mstep: Class 28 contains 7954 members 
Mstep: Class 29 contains 11085 members 
Mstep: Class 30 contains 22039 members 
Mstep: Class 31 contains 22521 members 
Mstep: Class 32 contains 7809 members 
Mstep: Class 33 contains 10495 members 
Mstep: Class 34 contains 7328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698480.000000 Penalty: 120826.726562
Iteration 322Q: 35 clusters Score -1.576985e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5872 members 
Mstep: Class 4 contains 219381 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21207 members 
Mstep: Class 8 contains 136864 members 
Mstep: Class 9 contains 44383 members 
Mstep: Class 10 contains 12266 members 
Mstep: Class 11 contains 4800 members 
Mstep: Class 12 contains 8689 members 
Mstep: Class 13 contains 26723 members 
Mstep: Class 14 contains 308161 members 
Mstep: Class 15 contains 5254 members 
Mstep: Class 16 contains 24681 members 
Mstep: Class 17 contains 223321 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 22751 members 
Mstep: Class 20 contains 11305 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63976 members 
Mstep: Class 24 contains 11037 members 
Mstep: Class 25 contains 5243 members 
Mstep: Class 26 contains 6839 members 
Mstep: Class 27 contains 10211 members 
Mstep: Class 28 contains 7956 members 
Mstep: Class 29 contains 11084 members 
Mstep: Class 30 contains 21994 members 
Mstep: Class 31 contains 22530 members 
Mstep: Class 32 contains 7812 members 
Mstep: Class 33 contains 10490 members 
Mstep: Class 34 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698336.000000 Penalty: 120826.726562
Iteration 323Q: 35 clusters Score -1.576983e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219364 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21208 members 
Mstep: Class 8 contains 136864 members 
Mstep: Class 9 contains 44381 members 
Mstep: Class 10 contains 12268 members 
Mstep: Class 11 contains 4799 members 
Mstep: Class 12 contains 8688 members 
Mstep: Class 13 contains 26719 members 
Mstep: Class 14 contains 308154 members 
Mstep: Class 15 contains 5252 members 
Mstep: Class 16 contains 24682 members 
Mstep: Class 17 contains 223325 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 22751 members 
Mstep: Class 20 contains 11305 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63977 members 
Mstep: Class 24 contains 11045 members 
Mstep: Class 25 contains 5263 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 10213 members 
Mstep: Class 28 contains 7964 members 
Mstep: Class 29 contains 11085 members 
Mstep: Class 30 contains 21974 members 
Mstep: Class 31 contains 22533 members 
Mstep: Class 32 contains 7811 members 
Mstep: Class 33 contains 10492 members 
Mstep: Class 34 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698496.000000 Penalty: 120826.726562
Iteration 324Q: 35 clusters Score -1.576985e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219350 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21209 members 
Mstep: Class 8 contains 136863 members 
Mstep: Class 9 contains 44379 members 
Mstep: Class 10 contains 12286 members 
Mstep: Class 11 contains 4802 members 
Mstep: Class 12 contains 8686 members 
Mstep: Class 13 contains 26715 members 
Mstep: Class 14 contains 308133 members 
Mstep: Class 15 contains 5255 members 
Mstep: Class 16 contains 24682 members 
Mstep: Class 17 contains 223323 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 22751 members 
Mstep: Class 20 contains 11305 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63975 members 
Mstep: Class 24 contains 11052 members 
Mstep: Class 25 contains 5294 members 
Mstep: Class 26 contains 6843 members 
Mstep: Class 27 contains 10216 members 
Mstep: Class 28 contains 7973 members 
Mstep: Class 29 contains 11086 members 
Mstep: Class 30 contains 21925 members 
Mstep: Class 31 contains 22544 members 
Mstep: Class 32 contains 7812 members 
Mstep: Class 33 contains 10494 members 
Mstep: Class 34 contains 7330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698560.000000 Penalty: 120826.726562
Iteration 325Q: 35 clusters Score -1.576986e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219331 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21209 members 
Mstep: Class 8 contains 136864 members 
Mstep: Class 9 contains 44383 members 
Mstep: Class 10 contains 12301 members 
Mstep: Class 11 contains 4803 members 
Mstep: Class 12 contains 8687 members 
Mstep: Class 13 contains 26713 members 
Mstep: Class 14 contains 308121 members 
Mstep: Class 15 contains 5252 members 
Mstep: Class 16 contains 24683 members 
Mstep: Class 17 contains 223323 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 22750 members 
Mstep: Class 20 contains 11305 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 23 contains 63976 members 
Mstep: Class 24 contains 11058 members 
Mstep: Class 25 contains 5321 members 
Mstep: Class 26 contains 6843 members 
Mstep: Class 27 contains 10220 members 
Mstep: Class 28 contains 7976 members 
Mstep: Class 29 contains 11088 members 
Mstep: Class 30 contains 21886 members 
Mstep: Class 31 contains 22554 members 
Mstep: Class 32 contains 7813 members 
Mstep: Class 33 contains 10491 members 
Mstep: Class 34 contains 7330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698592.000000 Penalty: 120826.726562
Iteration 326Q: 35 clusters Score -1.576986e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 219328 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21209 members 
Mstep: Class 8 contains 136865 members 
Mstep: Class 9 contains 44381 members 
Mstep: Class 10 contains 12320 members 
Mstep: Class 11 contains 4805 members 
Mstep: Class 12 contains 8687 members 
Mstep: Class 13 contains 26712 members 
Mstep: Class 14 contains 308096 members 
Mstep: Class 15 contains 5254 members 
Mstep: Class 16 contains 24689 members 
Mstep: Class 17 contains 223320 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22750 members 
Mstep: Class 20 contains 11305 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13134 members 
Mstep: Class 23 contains 63977 members 
Mstep: Class 24 contains 11064 members 
Mstep: Class 25 contains 5355 members 
Mstep: Class 26 contains 6847 members 
Mstep: Class 27 contains 10223 members 
Mstep: Class 28 contains 7984 members 
Mstep: Class 29 contains 11087 members 
Mstep: Class 30 contains 21830 members 
Mstep: Class 31 contains 22563 members 
Mstep: Class 32 contains 7815 members 
Mstep: Class 33 contains 10491 members 
Mstep: Class 34 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698624.000000 Penalty: 120826.726562
Iteration 327Q: 35 clusters Score -1.576986e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 219322 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21210 members 
Mstep: Class 8 contains 136862 members 
Mstep: Class 9 contains 44387 members 
Mstep: Class 10 contains 12336 members 
Mstep: Class 11 contains 4806 members 
Mstep: Class 12 contains 8679 members 
Mstep: Class 13 contains 26712 members 
Mstep: Class 14 contains 308087 members 
Mstep: Class 15 contains 5256 members 
Mstep: Class 16 contains 24691 members 
Mstep: Class 17 contains 223318 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22749 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 63976 members 
Mstep: Class 24 contains 11069 members 
Mstep: Class 25 contains 5376 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 10226 members 
Mstep: Class 28 contains 7994 members 
Mstep: Class 29 contains 11086 members 
Mstep: Class 30 contains 21796 members 
Mstep: Class 31 contains 22570 members 
Mstep: Class 32 contains 7816 members 
Mstep: Class 33 contains 10483 members 
Mstep: Class 34 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698720.000000 Penalty: 120826.726562
Iteration 328Q: 35 clusters Score -1.576987e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 219306 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 136863 members 
Mstep: Class 9 contains 44392 members 
Mstep: Class 10 contains 12357 members 
Mstep: Class 11 contains 4807 members 
Mstep: Class 12 contains 8677 members 
Mstep: Class 13 contains 26711 members 
Mstep: Class 14 contains 308065 members 
Mstep: Class 15 contains 5252 members 
Mstep: Class 16 contains 24690 members 
Mstep: Class 17 contains 223317 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22749 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13134 members 
Mstep: Class 23 contains 63973 members 
Mstep: Class 24 contains 11073 members 
Mstep: Class 25 contains 5403 members 
Mstep: Class 26 contains 6850 members 
Mstep: Class 27 contains 10232 members 
Mstep: Class 28 contains 7997 members 
Mstep: Class 29 contains 11087 members 
Mstep: Class 30 contains 21771 members 
Mstep: Class 31 contains 22577 members 
Mstep: Class 32 contains 7816 members 
Mstep: Class 33 contains 10479 members 
Mstep: Class 34 contains 7330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698592.000000 Penalty: 120826.726562
Iteration 329Q: 35 clusters Score -1.576986e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219284 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 136867 members 
Mstep: Class 9 contains 44395 members 
Mstep: Class 10 contains 12381 members 
Mstep: Class 11 contains 4805 members 
Mstep: Class 12 contains 8675 members 
Mstep: Class 13 contains 26710 members 
Mstep: Class 14 contains 308034 members 
Mstep: Class 15 contains 5255 members 
Mstep: Class 16 contains 24687 members 
Mstep: Class 17 contains 223318 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22747 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 228882 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 63971 members 
Mstep: Class 24 contains 11083 members 
Mstep: Class 25 contains 5429 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 10235 members 
Mstep: Class 28 contains 8003 members 
Mstep: Class 29 contains 11089 members 
Mstep: Class 30 contains 21746 members 
Mstep: Class 31 contains 22585 members 
Mstep: Class 32 contains 7817 members 
Mstep: Class 33 contains 10476 members 
Mstep: Class 34 contains 7331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698800.000000 Penalty: 120826.726562
Iteration 330Q: 35 clusters Score -1.576988e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 219268 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 136868 members 
Mstep: Class 9 contains 44395 members 
Mstep: Class 10 contains 12403 members 
Mstep: Class 11 contains 4806 members 
Mstep: Class 12 contains 8674 members 
Mstep: Class 13 contains 26709 members 
Mstep: Class 14 contains 308000 members 
Mstep: Class 15 contains 5255 members 
Mstep: Class 16 contains 24688 members 
Mstep: Class 17 contains 223315 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22748 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 63968 members 
Mstep: Class 24 contains 11091 members 
Mstep: Class 25 contains 5457 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 10238 members 
Mstep: Class 28 contains 8009 members 
Mstep: Class 29 contains 11085 members 
Mstep: Class 30 contains 21726 members 
Mstep: Class 31 contains 22597 members 
Mstep: Class 32 contains 7822 members 
Mstep: Class 33 contains 10470 members 
Mstep: Class 34 contains 7331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698848.000000 Penalty: 120826.726562
Iteration 331Q: 35 clusters Score -1.576988e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5870 members 
Mstep: Class 4 contains 219256 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 136869 members 
Mstep: Class 9 contains 44394 members 
Mstep: Class 10 contains 12419 members 
Mstep: Class 11 contains 4805 members 
Mstep: Class 12 contains 8670 members 
Mstep: Class 13 contains 26707 members 
Mstep: Class 14 contains 307980 members 
Mstep: Class 15 contains 5255 members 
Mstep: Class 16 contains 24689 members 
Mstep: Class 17 contains 223315 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22747 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 63966 members 
Mstep: Class 24 contains 11100 members 
Mstep: Class 25 contains 5494 members 
Mstep: Class 26 contains 6855 members 
Mstep: Class 27 contains 10243 members 
Mstep: Class 28 contains 8014 members 
Mstep: Class 29 contains 11086 members 
Mstep: Class 30 contains 21678 members 
Mstep: Class 31 contains 22606 members 
Mstep: Class 32 contains 7827 members 
Mstep: Class 33 contains 10467 members 
Mstep: Class 34 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698736.000000 Penalty: 120826.726562
Iteration 332Q: 35 clusters Score -1.576987e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 11807 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219252 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 136869 members 
Mstep: Class 9 contains 44398 members 
Mstep: Class 10 contains 12430 members 
Mstep: Class 11 contains 4803 members 
Mstep: Class 12 contains 8666 members 
Mstep: Class 13 contains 26707 members 
Mstep: Class 14 contains 307963 members 
Mstep: Class 15 contains 5255 members 
Mstep: Class 16 contains 24692 members 
Mstep: Class 17 contains 223313 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22747 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 63965 members 
Mstep: Class 24 contains 11104 members 
Mstep: Class 25 contains 5531 members 
Mstep: Class 26 contains 6855 members 
Mstep: Class 27 contains 10250 members 
Mstep: Class 28 contains 8014 members 
Mstep: Class 29 contains 11087 members 
Mstep: Class 30 contains 21631 members 
Mstep: Class 31 contains 22613 members 
Mstep: Class 32 contains 7831 members 
Mstep: Class 33 contains 10462 members 
Mstep: Class 34 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698736.000000 Penalty: 120826.726562
Iteration 333Q: 35 clusters Score -1.576987e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 11806 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219236 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21213 members 
Mstep: Class 8 contains 136869 members 
Mstep: Class 9 contains 44400 members 
Mstep: Class 10 contains 12449 members 
Mstep: Class 11 contains 4801 members 
Mstep: Class 12 contains 8662 members 
Mstep: Class 13 contains 26706 members 
Mstep: Class 14 contains 307955 members 
Mstep: Class 15 contains 5256 members 
Mstep: Class 16 contains 24691 members 
Mstep: Class 17 contains 223313 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22747 members 
Mstep: Class 20 contains 11308 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 63965 members 
Mstep: Class 24 contains 11113 members 
Mstep: Class 25 contains 5571 members 
Mstep: Class 26 contains 6853 members 
Mstep: Class 27 contains 10252 members 
Mstep: Class 28 contains 8023 members 
Mstep: Class 29 contains 11089 members 
Mstep: Class 30 contains 21580 members 
Mstep: Class 31 contains 22617 members 
Mstep: Class 32 contains 7833 members 
Mstep: Class 33 contains 10456 members 
Mstep: Class 34 contains 7330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698624.000000 Penalty: 120826.726562
Iteration 334Q: 35 clusters Score -1.576986e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219228 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21213 members 
Mstep: Class 8 contains 136869 members 
Mstep: Class 9 contains 44400 members 
Mstep: Class 10 contains 12470 members 
Mstep: Class 11 contains 4800 members 
Mstep: Class 12 contains 8662 members 
Mstep: Class 13 contains 26703 members 
Mstep: Class 14 contains 307933 members 
Mstep: Class 15 contains 5252 members 
Mstep: Class 16 contains 24688 members 
Mstep: Class 17 contains 223313 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22746 members 
Mstep: Class 20 contains 11309 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 63965 members 
Mstep: Class 24 contains 11113 members 
Mstep: Class 25 contains 5611 members 
Mstep: Class 26 contains 6852 members 
Mstep: Class 27 contains 10260 members 
Mstep: Class 28 contains 8028 members 
Mstep: Class 29 contains 11088 members 
Mstep: Class 30 contains 21535 members 
Mstep: Class 31 contains 22621 members 
Mstep: Class 32 contains 7836 members 
Mstep: Class 33 contains 10455 members 
Mstep: Class 34 contains 7330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698864.000000 Penalty: 120826.726562
Iteration 335Q: 35 clusters Score -1.576989e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219214 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21213 members 
Mstep: Class 8 contains 136869 members 
Mstep: Class 9 contains 44400 members 
Mstep: Class 10 contains 12488 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 8657 members 
Mstep: Class 13 contains 26699 members 
Mstep: Class 14 contains 307912 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 24681 members 
Mstep: Class 17 contains 223310 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22747 members 
Mstep: Class 20 contains 11309 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 63965 members 
Mstep: Class 24 contains 11113 members 
Mstep: Class 25 contains 5666 members 
Mstep: Class 26 contains 6853 members 
Mstep: Class 27 contains 10265 members 
Mstep: Class 28 contains 8032 members 
Mstep: Class 29 contains 11090 members 
Mstep: Class 30 contains 21494 members 
Mstep: Class 31 contains 22627 members 
Mstep: Class 32 contains 7839 members 
Mstep: Class 33 contains 10453 members 
Mstep: Class 34 contains 7330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698896.000000 Penalty: 120826.726562
Iteration 336Q: 35 clusters Score -1.576989e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 219197 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21213 members 
Mstep: Class 8 contains 136868 members 
Mstep: Class 9 contains 44397 members 
Mstep: Class 10 contains 12501 members 
Mstep: Class 11 contains 4799 members 
Mstep: Class 12 contains 8653 members 
Mstep: Class 13 contains 26698 members 
Mstep: Class 14 contains 307893 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 24683 members 
Mstep: Class 17 contains 223308 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22748 members 
Mstep: Class 20 contains 11308 members 
Mstep: Class 21 contains 228883 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 63964 members 
Mstep: Class 24 contains 11122 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 6853 members 
Mstep: Class 27 contains 10270 members 
Mstep: Class 28 contains 8036 members 
Mstep: Class 29 contains 11095 members 
Mstep: Class 30 contains 21449 members 
Mstep: Class 31 contains 22641 members 
Mstep: Class 32 contains 7840 members 
Mstep: Class 33 contains 10452 members 
Mstep: Class 34 contains 7330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698928.000000 Penalty: 120826.726562
Iteration 337Q: 35 clusters Score -1.576989e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5869 members 
Mstep: Class 4 contains 219183 members 
Mstep: Class 5 contains 102239 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21213 members 
Mstep: Class 8 contains 136863 members 
Mstep: Class 9 contains 44400 members 
Mstep: Class 10 contains 12513 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 8646 members 
Mstep: Class 13 contains 26697 members 
Mstep: Class 14 contains 307879 members 
Mstep: Class 15 contains 5250 members 
Mstep: Class 16 contains 24682 members 
Mstep: Class 17 contains 223306 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22748 members 
Mstep: Class 20 contains 11306 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 63964 members 
Mstep: Class 24 contains 11130 members 
Mstep: Class 25 contains 5744 members 
Mstep: Class 26 contains 6852 members 
Mstep: Class 27 contains 10276 members 
Mstep: Class 28 contains 8047 members 
Mstep: Class 29 contains 11097 members 
Mstep: Class 30 contains 21391 members 
Mstep: Class 31 contains 22654 members 
Mstep: Class 32 contains 7843 members 
Mstep: Class 33 contains 10447 members 
Mstep: Class 34 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698992.000000 Penalty: 120826.726562
Iteration 338Q: 35 clusters Score -1.57699e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 11807 members 
Mstep: Class 3 contains 5869 members 
Mstep: Class 4 contains 219172 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21213 members 
Mstep: Class 8 contains 136864 members 
Mstep: Class 9 contains 44400 members 
Mstep: Class 10 contains 12537 members 
Mstep: Class 11 contains 4797 members 
Mstep: Class 12 contains 8641 members 
Mstep: Class 13 contains 26697 members 
Mstep: Class 14 contains 307859 members 
Mstep: Class 15 contains 5254 members 
Mstep: Class 16 contains 24684 members 
Mstep: Class 17 contains 223308 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22747 members 
Mstep: Class 20 contains 11306 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 63963 members 
Mstep: Class 24 contains 11138 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 6853 members 
Mstep: Class 27 contains 10280 members 
Mstep: Class 28 contains 8064 members 
Mstep: Class 29 contains 11099 members 
Mstep: Class 30 contains 21302 members 
Mstep: Class 31 contains 22674 members 
Mstep: Class 32 contains 7844 members 
Mstep: Class 33 contains 10444 members 
Mstep: Class 34 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698992.000000 Penalty: 120826.726562
Iteration 339Q: 35 clusters Score -1.57699e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 11807 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 219161 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21213 members 
Mstep: Class 8 contains 136862 members 
Mstep: Class 9 contains 44400 members 
Mstep: Class 10 contains 12550 members 
Mstep: Class 11 contains 4799 members 
Mstep: Class 12 contains 8640 members 
Mstep: Class 13 contains 26696 members 
Mstep: Class 14 contains 307847 members 
Mstep: Class 15 contains 5256 members 
Mstep: Class 16 contains 24687 members 
Mstep: Class 17 contains 223311 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22748 members 
Mstep: Class 20 contains 11306 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 63960 members 
Mstep: Class 24 contains 11143 members 
Mstep: Class 25 contains 5824 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 10284 members 
Mstep: Class 28 contains 8069 members 
Mstep: Class 29 contains 11102 members 
Mstep: Class 30 contains 21233 members 
Mstep: Class 31 contains 22688 members 
Mstep: Class 32 contains 7846 members 
Mstep: Class 33 contains 10445 members 
Mstep: Class 34 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699184.000000 Penalty: 120826.726562
Iteration 340F: 35 clusters Score -1.576992e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 11807 members 
Mstep: Class 3 contains 5865 members 
Mstep: Class 4 contains 219138 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21213 members 
Mstep: Class 8 contains 136864 members 
Mstep: Class 9 contains 44392 members 
Mstep: Class 10 contains 12569 members 
Mstep: Class 11 contains 4802 members 
Mstep: Class 12 contains 8638 members 
Mstep: Class 13 contains 26693 members 
Mstep: Class 14 contains 307812 members 
Mstep: Class 15 contains 5264 members 
Mstep: Class 16 contains 24688 members 
Mstep: Class 17 contains 223309 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22749 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13134 members 
Mstep: Class 23 contains 63961 members 
Mstep: Class 24 contains 11156 members 
Mstep: Class 25 contains 5876 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 10291 members 
Mstep: Class 28 contains 8076 members 
Mstep: Class 29 contains 11108 members 
Mstep: Class 30 contains 21174 members 
Mstep: Class 31 contains 22701 members 
Mstep: Class 32 contains 7849 members 
Mstep: Class 33 contains 10438 members 
Mstep: Class 34 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699264.000000 Penalty: 120826.726562
Iteration 341Q: 35 clusters Score -1.576993e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 11807 members 
Mstep: Class 3 contains 5863 members 
Mstep: Class 4 contains 219126 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21213 members 
Mstep: Class 8 contains 136863 members 
Mstep: Class 9 contains 44391 members 
Mstep: Class 10 contains 12586 members 
Mstep: Class 11 contains 4800 members 
Mstep: Class 12 contains 8635 members 
Mstep: Class 13 contains 26688 members 
Mstep: Class 14 contains 307776 members 
Mstep: Class 15 contains 5271 members 
Mstep: Class 16 contains 24693 members 
Mstep: Class 17 contains 223309 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 22749 members 
Mstep: Class 20 contains 11308 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 63959 members 
Mstep: Class 24 contains 11175 members 
Mstep: Class 25 contains 5924 members 
Mstep: Class 26 contains 6858 members 
Mstep: Class 27 contains 10298 members 
Mstep: Class 28 contains 8092 members 
Mstep: Class 29 contains 11111 members 
Mstep: Class 30 contains 21095 members 
Mstep: Class 31 contains 22705 members 
Mstep: Class 32 contains 7857 members 
Mstep: Class 33 contains 10435 members 
Mstep: Class 34 contains 7328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699040.000000 Penalty: 120826.726562
Iteration 342Q: 35 clusters Score -1.57699e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 5863 members 
Mstep: Class 4 contains 219099 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21213 members 
Mstep: Class 8 contains 136860 members 
Mstep: Class 9 contains 44389 members 
Mstep: Class 10 contains 12600 members 
Mstep: Class 11 contains 4800 members 
Mstep: Class 12 contains 8625 members 
Mstep: Class 13 contains 26682 members 
Mstep: Class 14 contains 307753 members 
Mstep: Class 15 contains 5280 members 
Mstep: Class 16 contains 24701 members 
Mstep: Class 17 contains 223303 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 22750 members 
Mstep: Class 20 contains 11306 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 63958 members 
Mstep: Class 24 contains 11191 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 6859 members 
Mstep: Class 27 contains 10302 members 
Mstep: Class 28 contains 8107 members 
Mstep: Class 29 contains 11115 members 
Mstep: Class 30 contains 21027 members 
Mstep: Class 31 contains 22717 members 
Mstep: Class 32 contains 7860 members 
Mstep: Class 33 contains 10429 members 
Mstep: Class 34 contains 7330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699264.000000 Penalty: 120826.726562
Iteration 343Q: 35 clusters Score -1.576993e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 11809 members 
Mstep: Class 3 contains 5863 members 
Mstep: Class 4 contains 219072 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21213 members 
Mstep: Class 8 contains 136853 members 
Mstep: Class 9 contains 44383 members 
Mstep: Class 10 contains 12610 members 
Mstep: Class 11 contains 4800 members 
Mstep: Class 12 contains 8619 members 
Mstep: Class 13 contains 26679 members 
Mstep: Class 14 contains 307744 members 
Mstep: Class 15 contains 5282 members 
Mstep: Class 16 contains 24709 members 
Mstep: Class 17 contains 223299 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 22750 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 63955 members 
Mstep: Class 24 contains 11201 members 
Mstep: Class 25 contains 6036 members 
Mstep: Class 26 contains 6861 members 
Mstep: Class 27 contains 10303 members 
Mstep: Class 28 contains 8119 members 
Mstep: Class 29 contains 11116 members 
Mstep: Class 30 contains 20953 members 
Mstep: Class 31 contains 22735 members 
Mstep: Class 32 contains 7866 members 
Mstep: Class 33 contains 10429 members 
Mstep: Class 34 contains 7332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699168.000000 Penalty: 120826.726562
Iteration 344Q: 35 clusters Score -1.576992e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 11809 members 
Mstep: Class 3 contains 5863 members 
Mstep: Class 4 contains 219048 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21213 members 
Mstep: Class 8 contains 136849 members 
Mstep: Class 9 contains 44376 members 
Mstep: Class 10 contains 12627 members 
Mstep: Class 11 contains 4797 members 
Mstep: Class 12 contains 8621 members 
Mstep: Class 13 contains 26679 members 
Mstep: Class 14 contains 307723 members 
Mstep: Class 15 contains 5280 members 
Mstep: Class 16 contains 24715 members 
Mstep: Class 17 contains 223293 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 22750 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228886 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 63954 members 
Mstep: Class 24 contains 11213 members 
Mstep: Class 25 contains 6096 members 
Mstep: Class 26 contains 6862 members 
Mstep: Class 27 contains 10309 members 
Mstep: Class 28 contains 8131 members 
Mstep: Class 29 contains 11116 members 
Mstep: Class 30 contains 20870 members 
Mstep: Class 31 contains 22755 members 
Mstep: Class 32 contains 7868 members 
Mstep: Class 33 contains 10431 members 
Mstep: Class 34 contains 7334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699328.000000 Penalty: 120826.726562
Iteration 345Q: 35 clusters Score -1.576993e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 11809 members 
Mstep: Class 3 contains 5863 members 
Mstep: Class 4 contains 219015 members 
Mstep: Class 5 contains 102238 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21213 members 
Mstep: Class 8 contains 136847 members 
Mstep: Class 9 contains 44372 members 
Mstep: Class 10 contains 12647 members 
Mstep: Class 11 contains 4796 members 
Mstep: Class 12 contains 8626 members 
Mstep: Class 13 contains 26675 members 
Mstep: Class 14 contains 307709 members 
Mstep: Class 15 contains 5283 members 
Mstep: Class 16 contains 24722 members 
Mstep: Class 17 contains 223292 members 
Mstep: Class 18 contains 10399 members 
Mstep: Class 19 contains 22750 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228886 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 63953 members 
Mstep: Class 24 contains 11226 members 
Mstep: Class 25 contains 6145 members 
Mstep: Class 26 contains 6865 members 
Mstep: Class 27 contains 10313 members 
Mstep: Class 28 contains 8132 members 
Mstep: Class 29 contains 11115 members 
Mstep: Class 30 contains 20798 members 
Mstep: Class 31 contains 22768 members 
Mstep: Class 32 contains 7870 members 
Mstep: Class 33 contains 10429 members 
Mstep: Class 34 contains 7336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699312.000000 Penalty: 120826.726562
Iteration 346Q: 35 clusters Score -1.576993e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 11809 members 
Mstep: Class 3 contains 5863 members 
Mstep: Class 4 contains 218979 members 
Mstep: Class 5 contains 102239 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 136845 members 
Mstep: Class 9 contains 44366 members 
Mstep: Class 10 contains 12664 members 
Mstep: Class 11 contains 4800 members 
Mstep: Class 12 contains 8631 members 
Mstep: Class 13 contains 26671 members 
Mstep: Class 14 contains 307682 members 
Mstep: Class 15 contains 5286 members 
Mstep: Class 16 contains 24728 members 
Mstep: Class 17 contains 223287 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 22748 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228886 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 63948 members 
Mstep: Class 24 contains 11237 members 
Mstep: Class 25 contains 6216 members 
Mstep: Class 26 contains 6869 members 
Mstep: Class 27 contains 10320 members 
Mstep: Class 28 contains 8138 members 
Mstep: Class 29 contains 11122 members 
Mstep: Class 30 contains 20722 members 
Mstep: Class 31 contains 22773 members 
Mstep: Class 32 contains 7871 members 
Mstep: Class 33 contains 10430 members 
Mstep: Class 34 contains 7338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699280.000000 Penalty: 120826.726562
Iteration 347Q: 35 clusters Score -1.576993e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 5863 members 
Mstep: Class 4 contains 218944 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 136847 members 
Mstep: Class 9 contains 44359 members 
Mstep: Class 10 contains 12680 members 
Mstep: Class 11 contains 4800 members 
Mstep: Class 12 contains 8631 members 
Mstep: Class 13 contains 26665 members 
Mstep: Class 14 contains 307659 members 
Mstep: Class 15 contains 5286 members 
Mstep: Class 16 contains 24724 members 
Mstep: Class 17 contains 223282 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 22749 members 
Mstep: Class 20 contains 11309 members 
Mstep: Class 21 contains 228886 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 63944 members 
Mstep: Class 24 contains 11250 members 
Mstep: Class 25 contains 6287 members 
Mstep: Class 26 contains 6871 members 
Mstep: Class 27 contains 10332 members 
Mstep: Class 28 contains 8156 members 
Mstep: Class 29 contains 11124 members 
Mstep: Class 30 contains 20650 members 
Mstep: Class 31 contains 22774 members 
Mstep: Class 32 contains 7877 members 
Mstep: Class 33 contains 10427 members 
Mstep: Class 34 contains 7339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699280.000000 Penalty: 120826.726562
Iteration 348Q: 35 clusters Score -1.576993e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 11816 members 
Mstep: Class 3 contains 5863 members 
Mstep: Class 4 contains 218913 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 136848 members 
Mstep: Class 9 contains 44353 members 
Mstep: Class 10 contains 12697 members 
Mstep: Class 11 contains 4800 members 
Mstep: Class 12 contains 8630 members 
Mstep: Class 13 contains 26664 members 
Mstep: Class 14 contains 307642 members 
Mstep: Class 15 contains 5288 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 223269 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22750 members 
Mstep: Class 20 contains 11309 members 
Mstep: Class 21 contains 228886 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 63944 members 
Mstep: Class 24 contains 11265 members 
Mstep: Class 25 contains 6363 members 
Mstep: Class 26 contains 6873 members 
Mstep: Class 27 contains 10338 members 
Mstep: Class 28 contains 8169 members 
Mstep: Class 29 contains 11124 members 
Mstep: Class 30 contains 20580 members 
Mstep: Class 31 contains 22773 members 
Mstep: Class 32 contains 7881 members 
Mstep: Class 33 contains 10422 members 
Mstep: Class 34 contains 7340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699392.000000 Penalty: 120826.726562
Iteration 349Q: 35 clusters Score -1.576994e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 11816 members 
Mstep: Class 3 contains 5864 members 
Mstep: Class 4 contains 218891 members 
Mstep: Class 5 contains 102241 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21211 members 
Mstep: Class 8 contains 136843 members 
Mstep: Class 9 contains 44352 members 
Mstep: Class 10 contains 12713 members 
Mstep: Class 11 contains 4800 members 
Mstep: Class 12 contains 8627 members 
Mstep: Class 13 contains 26662 members 
Mstep: Class 14 contains 307629 members 
Mstep: Class 15 contains 5292 members 
Mstep: Class 16 contains 24726 members 
Mstep: Class 17 contains 223260 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22747 members 
Mstep: Class 20 contains 11310 members 
Mstep: Class 21 contains 228886 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 63943 members 
Mstep: Class 24 contains 11283 members 
Mstep: Class 25 contains 6440 members 
Mstep: Class 26 contains 6876 members 
Mstep: Class 27 contains 10348 members 
Mstep: Class 28 contains 8176 members 
Mstep: Class 29 contains 11125 members 
Mstep: Class 30 contains 20481 members 
Mstep: Class 31 contains 22781 members 
Mstep: Class 32 contains 7889 members 
Mstep: Class 33 contains 10416 members 
Mstep: Class 34 contains 7338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699456.000000 Penalty: 120826.726562
Iteration 350Q: 35 clusters Score -1.576995e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 11816 members 
Mstep: Class 3 contains 5863 members 
Mstep: Class 4 contains 218879 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 136842 members 
Mstep: Class 9 contains 44358 members 
Mstep: Class 10 contains 12724 members 
Mstep: Class 11 contains 4799 members 
Mstep: Class 12 contains 8625 members 
Mstep: Class 13 contains 26660 members 
Mstep: Class 14 contains 307587 members 
Mstep: Class 15 contains 5293 members 
Mstep: Class 16 contains 24728 members 
Mstep: Class 17 contains 223265 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22747 members 
Mstep: Class 20 contains 11309 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13131 members 
Mstep: Class 23 contains 63941 members 
Mstep: Class 24 contains 11303 members 
Mstep: Class 25 contains 6500 members 
Mstep: Class 26 contains 6879 members 
Mstep: Class 27 contains 10365 members 
Mstep: Class 28 contains 8187 members 
Mstep: Class 29 contains 11126 members 
Mstep: Class 30 contains 20392 members 
Mstep: Class 31 contains 22792 members 
Mstep: Class 32 contains 7889 members 
Mstep: Class 33 contains 10418 members 
Mstep: Class 34 contains 7337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699632.000000 Penalty: 120826.726562
Iteration 351Q: 35 clusters Score -1.576996e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 11817 members 
Mstep: Class 3 contains 5865 members 
Mstep: Class 4 contains 218848 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 136843 members 
Mstep: Class 9 contains 44365 members 
Mstep: Class 10 contains 12732 members 
Mstep: Class 11 contains 4801 members 
Mstep: Class 12 contains 8626 members 
Mstep: Class 13 contains 26661 members 
Mstep: Class 14 contains 307567 members 
Mstep: Class 15 contains 5296 members 
Mstep: Class 16 contains 24732 members 
Mstep: Class 17 contains 223263 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22747 members 
Mstep: Class 20 contains 11309 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13130 members 
Mstep: Class 23 contains 63941 members 
Mstep: Class 24 contains 11324 members 
Mstep: Class 25 contains 6546 members 
Mstep: Class 26 contains 6884 members 
Mstep: Class 27 contains 10370 members 
Mstep: Class 28 contains 8194 members 
Mstep: Class 29 contains 11130 members 
Mstep: Class 30 contains 20317 members 
Mstep: Class 31 contains 22799 members 
Mstep: Class 32 contains 7897 members 
Mstep: Class 33 contains 10420 members 
Mstep: Class 34 contains 7332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699664.000000 Penalty: 120826.726562
Iteration 352Q: 35 clusters Score -1.576997e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 11817 members 
Mstep: Class 3 contains 5865 members 
Mstep: Class 4 contains 218832 members 
Mstep: Class 5 contains 102241 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 136847 members 
Mstep: Class 9 contains 44371 members 
Mstep: Class 10 contains 12746 members 
Mstep: Class 11 contains 4800 members 
Mstep: Class 12 contains 8623 members 
Mstep: Class 13 contains 26659 members 
Mstep: Class 14 contains 307556 members 
Mstep: Class 15 contains 5296 members 
Mstep: Class 16 contains 24738 members 
Mstep: Class 17 contains 223258 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22746 members 
Mstep: Class 20 contains 11310 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13127 members 
Mstep: Class 23 contains 63937 members 
Mstep: Class 24 contains 11335 members 
Mstep: Class 25 contains 6591 members 
Mstep: Class 26 contains 6886 members 
Mstep: Class 27 contains 10384 members 
Mstep: Class 28 contains 8209 members 
Mstep: Class 29 contains 11132 members 
Mstep: Class 30 contains 20230 members 
Mstep: Class 31 contains 22805 members 
Mstep: Class 32 contains 7903 members 
Mstep: Class 33 contains 10420 members 
Mstep: Class 34 contains 7331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700064.000000 Penalty: 120826.726562
Iteration 353Q: 35 clusters Score -1.577001e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 11818 members 
Mstep: Class 3 contains 5865 members 
Mstep: Class 4 contains 218829 members 
Mstep: Class 5 contains 102241 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 136849 members 
Mstep: Class 9 contains 44374 members 
Mstep: Class 10 contains 12754 members 
Mstep: Class 11 contains 4800 members 
Mstep: Class 12 contains 8621 members 
Mstep: Class 13 contains 26658 members 
Mstep: Class 14 contains 307546 members 
Mstep: Class 15 contains 5302 members 
Mstep: Class 16 contains 24737 members 
Mstep: Class 17 contains 223254 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22743 members 
Mstep: Class 20 contains 11310 members 
Mstep: Class 21 contains 228884 members 
Mstep: Class 22 contains 13127 members 
Mstep: Class 23 contains 63937 members 
Mstep: Class 24 contains 11343 members 
Mstep: Class 25 contains 6629 members 
Mstep: Class 26 contains 6885 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 8223 members 
Mstep: Class 29 contains 11134 members 
Mstep: Class 30 contains 20145 members 
Mstep: Class 31 contains 22817 members 
Mstep: Class 32 contains 7907 members 
Mstep: Class 33 contains 10417 members 
Mstep: Class 34 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699952.000000 Penalty: 120826.726562
Iteration 354Q: 35 clusters Score -1.577e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 11818 members 
Mstep: Class 3 contains 5865 members 
Mstep: Class 4 contains 218823 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 136847 members 
Mstep: Class 9 contains 44372 members 
Mstep: Class 10 contains 12760 members 
Mstep: Class 11 contains 4801 members 
Mstep: Class 12 contains 8619 members 
Mstep: Class 13 contains 26656 members 
Mstep: Class 14 contains 307530 members 
Mstep: Class 15 contains 5307 members 
Mstep: Class 16 contains 24738 members 
Mstep: Class 17 contains 223255 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 22738 members 
Mstep: Class 20 contains 11310 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13127 members 
Mstep: Class 23 contains 63936 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 6662 members 
Mstep: Class 26 contains 6889 members 
Mstep: Class 27 contains 10406 members 
Mstep: Class 28 contains 8235 members 
Mstep: Class 29 contains 11131 members 
Mstep: Class 30 contains 20078 members 
Mstep: Class 31 contains 22825 members 
Mstep: Class 32 contains 7913 members 
Mstep: Class 33 contains 10422 members 
Mstep: Class 34 contains 7324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700080.000000 Penalty: 120826.726562
Iteration 355Q: 35 clusters Score -1.577001e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 11819 members 
Mstep: Class 3 contains 5863 members 
Mstep: Class 4 contains 218807 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21213 members 
Mstep: Class 8 contains 136847 members 
Mstep: Class 9 contains 44381 members 
Mstep: Class 10 contains 12763 members 
Mstep: Class 11 contains 4799 members 
Mstep: Class 12 contains 8613 members 
Mstep: Class 13 contains 26650 members 
Mstep: Class 14 contains 307520 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 24740 members 
Mstep: Class 17 contains 223251 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 22739 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228885 members 
Mstep: Class 22 contains 13127 members 
Mstep: Class 23 contains 63935 members 
Mstep: Class 24 contains 11359 members 
Mstep: Class 25 contains 6713 members 
Mstep: Class 26 contains 6894 members 
Mstep: Class 27 contains 10409 members 
Mstep: Class 28 contains 8251 members 
Mstep: Class 29 contains 11129 members 
Mstep: Class 30 contains 20013 members 
Mstep: Class 31 contains 22839 members 
Mstep: Class 32 contains 7915 members 
Mstep: Class 33 contains 10423 members 
Mstep: Class 34 contains 7322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700080.000000 Penalty: 120826.726562
Iteration 356Q: 35 clusters Score -1.577001e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 11820 members 
Mstep: Class 3 contains 5861 members 
Mstep: Class 4 contains 218783 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21213 members 
Mstep: Class 8 contains 136844 members 
Mstep: Class 9 contains 44375 members 
Mstep: Class 10 contains 12770 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 8610 members 
Mstep: Class 13 contains 26641 members 
Mstep: Class 14 contains 307502 members 
Mstep: Class 15 contains 5321 members 
Mstep: Class 16 contains 24739 members 
Mstep: Class 17 contains 223253 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11305 members 
Mstep: Class 21 contains 228886 members 
Mstep: Class 22 contains 13127 members 
Mstep: Class 23 contains 63934 members 
Mstep: Class 24 contains 11369 members 
Mstep: Class 25 contains 6763 members 
Mstep: Class 26 contains 6896 members 
Mstep: Class 27 contains 10418 members 
Mstep: Class 28 contains 8269 members 
Mstep: Class 29 contains 11129 members 
Mstep: Class 30 contains 19956 members 
Mstep: Class 31 contains 22842 members 
Mstep: Class 32 contains 7917 members 
Mstep: Class 33 contains 10422 members 
Mstep: Class 34 contains 7322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700208.000000 Penalty: 120826.726562
Iteration 357Q: 35 clusters Score -1.577002e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 11821 members 
Mstep: Class 3 contains 5861 members 
Mstep: Class 4 contains 218766 members 
Mstep: Class 5 contains 102241 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21210 members 
Mstep: Class 8 contains 136844 members 
Mstep: Class 9 contains 44375 members 
Mstep: Class 10 contains 12777 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 26639 members 
Mstep: Class 14 contains 307491 members 
Mstep: Class 15 contains 5322 members 
Mstep: Class 16 contains 24738 members 
Mstep: Class 17 contains 223249 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 22742 members 
Mstep: Class 20 contains 11305 members 
Mstep: Class 21 contains 228889 members 
Mstep: Class 22 contains 13126 members 
Mstep: Class 23 contains 63935 members 
Mstep: Class 24 contains 11376 members 
Mstep: Class 25 contains 6790 members 
Mstep: Class 26 contains 6897 members 
Mstep: Class 27 contains 10426 members 
Mstep: Class 28 contains 8281 members 
Mstep: Class 29 contains 11134 members 
Mstep: Class 30 contains 19915 members 
Mstep: Class 31 contains 22845 members 
Mstep: Class 32 contains 7923 members 
Mstep: Class 33 contains 10420 members 
Mstep: Class 34 contains 7322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700080.000000 Penalty: 120826.726562
Iteration 358Q: 35 clusters Score -1.577001e+08 nChanged 274
Entering ConstructFrom: 
Score: -157700080.000000 Penalty: 120826.726562
Entering ConstructFrom: 
Trying to split cluster 1 (35443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Entering Unmasked Estep 
Score: -3460770.500000 Penalty: 2597.968994
	Iteration 0F: 2 clusters Score -3460770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -3436650.500000 Penalty: 5195.937988
	Iteration 0F: 3 clusters Score -3436650 nChanged 16043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3445717.000000 Penalty: 5195.937988
	Iteration 1F: 3 clusters Score -3445717 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -3446446.750000 Penalty: 5195.937988
	Iteration 2F: 3 clusters Score -3446447 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -3447269.500000 Penalty: 5195.937988
	Iteration 3F: 3 clusters Score -3447270 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -3448359.250000 Penalty: 5195.937988
	Iteration 4F: 3 clusters Score -3448359 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -3449831.500000 Penalty: 5195.937988
	Iteration 5F: 3 clusters Score -3449832 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -3451795.000000 Penalty: 5195.937988
	Iteration 6F: 3 clusters Score -3451795 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3453972.250000 Penalty: 5195.937988
	Iteration 7F: 3 clusters Score -3453972 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -3455985.250000 Penalty: 5195.937988
	Iteration 8F: 3 clusters Score -3455985 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -3457263.750000 Penalty: 5195.937988
	Iteration 9Q: 3 clusters Score -3457264 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -3457844.000000 Penalty: 5195.937988
	Iteration 10Q: 3 clusters Score -3457844 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -3458134.500000 Penalty: 5195.937988
	Iteration 11Q: 3 clusters Score -3458134 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -3458248.000000 Penalty: 5195.937988
	Iteration 12Q: 3 clusters Score -3458248 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -3458328.750000 Penalty: 5195.937988
	Iteration 13Q: 3 clusters Score -3458329 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -3458371.000000 Penalty: 5195.937988
	Iteration 14Q: 3 clusters Score -3458371 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -3458404.250000 Penalty: 5195.937988
	Iteration 15Q: 3 clusters Score -3458404 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -3458441.750000 Penalty: 5195.937988
	Iteration 16Q: 3 clusters Score -3458442 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -3458484.750000 Penalty: 5195.937988
	Iteration 17Q: 3 clusters Score -3458485 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -3458485.500000 Penalty: 5195.937988
	Iteration 18Q: 3 clusters Score -3458486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -3458494.250000 Penalty: 5195.937988
	Iteration 19Q: 3 clusters Score -3458494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -3458493.750000 Penalty: 5195.937988
	Iteration 20F: 3 clusters Score -3458494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -3458502.000000 Penalty: 5195.937988
	Iteration 21Q: 3 clusters Score -3458502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -3458500.500000 Penalty: 5195.937988
	Iteration 22Q: 3 clusters Score -3458500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -3458507.000000 Penalty: 5195.937988
	Iteration 23Q: 3 clusters Score -3458507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -3458509.000000 Penalty: 5195.937988
	Iteration 24Q: 3 clusters Score -3458509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -3458518.750000 Penalty: 5195.937988
	Iteration 25Q: 3 clusters Score -3458519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -3458516.750000 Penalty: 5195.937988
	Iteration 26Q: 3 clusters Score -3458517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -3458513.500000 Penalty: 5195.937988
	Iteration 27Q: 3 clusters Score -3458514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -3458520.250000 Penalty: 5195.937988
	Iteration 28Q: 3 clusters Score -3458520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -3458523.000000 Penalty: 5195.937988
	Iteration 29Q: 3 clusters Score -3458523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -3458528.000000 Penalty: 5195.937988
	Iteration 30Q: 3 clusters Score -3458528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -3458526.000000 Penalty: 5195.937988
	Iteration 31Q: 3 clusters Score -3458526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -3458529.500000 Penalty: 5195.937988
	Iteration 32Q: 3 clusters Score -3458530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -3458528.750000 Penalty: 5195.937988
	Iteration 33Q: 3 clusters Score -3458529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -3458527.000000 Penalty: 5195.937988
	Iteration 34Q: 3 clusters Score -3458527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -3458531.750000 Penalty: 5195.937988
	Iteration 35Q: 3 clusters Score -3458532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -3458532.250000 Penalty: 5195.937988
	Iteration 36Q: 3 clusters Score -3458532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -3458538.750000 Penalty: 5195.937988
	Iteration 37Q: 3 clusters Score -3458539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3458540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -3458538.000000 Penalty: 5195.937988
	Iteration 39Q: 3 clusters Score -3458538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -3458539.500000 Penalty: 5195.937988
	Iteration 40F: 3 clusters Score -3458540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -3458535.750000 Penalty: 5195.937988
	Iteration 41Q: 3 clusters Score -3458536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3458532.250000 Penalty: 5195.937988
	Iteration 42Q: 3 clusters Score -3458532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3458531.250000 Penalty: 5195.937988
	Iteration 43Q: 3 clusters Score -3458531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -3458530.000000 Penalty: 5195.937988
	Iteration 44Q: 3 clusters Score -3458530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -3458531.000000 Penalty: 5195.937988
	Iteration 45Q: 3 clusters Score -3458531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -3458534.500000 Penalty: 5195.937988
	Iteration 46Q: 3 clusters Score -3458534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -3458533.500000 Penalty: 5195.937988
	Iteration 47Q: 3 clusters Score -3458534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -3458531.250000 Penalty: 5195.937988
	Iteration 48Q: 3 clusters Score -3458531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -3458536.500000 Penalty: 5195.937988
	Iteration 49Q: 3 clusters Score -3458536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -3458533.750000 Penalty: 5195.937988
	Iteration 50Q: 3 clusters Score -3458534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -3458537.000000 Penalty: 5195.937988
	Iteration 51Q: 3 clusters Score -3458537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -3458535.000000 Penalty: 5195.937988
	Iteration 52Q: 3 clusters Score -3458535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -3458532.500000 Penalty: 5195.937988
	Iteration 53Q: 3 clusters Score -3458532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -3458533.750000 Penalty: 5195.937988
	Iteration 54Q: 3 clusters Score -3458534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -3458533.000000 Penalty: 5195.937988
	Iteration 55Q: 3 clusters Score -3458533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -3458532.750000 Penalty: 5195.937988
	Iteration 56Q: 3 clusters Score -3458533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -3458532.750000 Penalty: 5195.937988
	Iteration 57F: 3 clusters Score -3458533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Entering Unmasked Estep 
Score: -1139264.375000 Penalty: 2325.653076
	Iteration 0F: 2 clusters Score -1139264 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 5886 members 
Entering Unmasked Estep 
Score: -1130443.750000 Penalty: 4651.306152
	Iteration 0F: 3 clusters Score -1130444 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1133161.875000 Penalty: 4651.306152
	Iteration 1F: 3 clusters Score -1133162 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1133629.375000 Penalty: 4651.306152
	Iteration 2F: 3 clusters Score -1133629 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1134034.250000 Penalty: 4651.306152
	Iteration 3F: 3 clusters Score -1134034 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1134418.125000 Penalty: 4651.306152
	Iteration 4F: 3 clusters Score -1134418 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1134814.375000 Penalty: 4651.306152
	Iteration 5F: 3 clusters Score -1134814 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1135222.750000 Penalty: 4651.306152
	Iteration 6F: 3 clusters Score -1135223 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1135628.500000 Penalty: 4651.306152
	Iteration 7Q: 3 clusters Score -1135628 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1136040.500000 Penalty: 4651.306152
	Iteration 8Q: 3 clusters Score -1136040 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1136335.000000 Penalty: 4651.306152
	Iteration 9Q: 3 clusters Score -1136335 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1136548.625000 Penalty: 4651.306152
	Iteration 10Q: 3 clusters Score -1136549 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1136703.375000 Penalty: 4651.306152
	Iteration 11Q: 3 clusters Score -1136703 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1136808.875000 Penalty: 4651.306152
	Iteration 12Q: 3 clusters Score -1136809 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1136891.875000 Penalty: 4651.306152
	Iteration 13Q: 3 clusters Score -1136892 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1136951.625000 Penalty: 4651.306152
	Iteration 14Q: 3 clusters Score -1136952 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1137003.750000 Penalty: 4651.306152
	Iteration 15Q: 3 clusters Score -1137004 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1137046.375000 Penalty: 4651.306152
	Iteration 16Q: 3 clusters Score -1137046 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1137079.250000 Penalty: 4651.306152
	Iteration 17Q: 3 clusters Score -1137079 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1137111.750000 Penalty: 4651.306152
	Iteration 18Q: 3 clusters Score -1137112 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1137133.000000 Penalty: 4651.306152
	Iteration 19Q: 3 clusters Score -1137133 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1137153.000000 Penalty: 4651.306152
	Iteration 20F: 3 clusters Score -1137153 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1137179.125000 Penalty: 4651.306152
	Iteration 21Q: 3 clusters Score -1137179 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1137206.375000 Penalty: 4651.306152
	Iteration 22Q: 3 clusters Score -1137206 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1137238.875000 Penalty: 4651.306152
	Iteration 23Q: 3 clusters Score -1137239 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1137281.875000 Penalty: 4651.306152
	Iteration 24Q: 3 clusters Score -1137282 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1137329.500000 Penalty: 4651.306152
	Iteration 25Q: 3 clusters Score -1137330 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1137382.625000 Penalty: 4651.306152
	Iteration 26Q: 3 clusters Score -1137383 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1137433.875000 Penalty: 4651.306152
	Iteration 27Q: 3 clusters Score -1137434 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1137498.375000 Penalty: 4651.306152
	Iteration 28Q: 3 clusters Score -1137498 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1137566.875000 Penalty: 4651.306152
	Iteration 29Q: 3 clusters Score -1137567 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1137642.125000 Penalty: 4651.306152
	Iteration 30Q: 3 clusters Score -1137642 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1137702.625000 Penalty: 4651.306152
	Iteration 31Q: 3 clusters Score -1137703 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1137777.000000 Penalty: 4651.306152
	Iteration 32Q: 3 clusters Score -1137777 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1137861.875000 Penalty: 4651.306152
	Iteration 33Q: 3 clusters Score -1137862 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1137944.750000 Penalty: 4651.306152
	Iteration 34Q: 3 clusters Score -1137945 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1138020.500000 Penalty: 4651.306152
	Iteration 35Q: 3 clusters Score -1138020 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1138072.375000 Penalty: 4651.306152
	Iteration 36Q: 3 clusters Score -1138072 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1138103.125000 Penalty: 4651.306152
	Iteration 37Q: 3 clusters Score -1138103 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1138133.875000 Penalty: 4651.306152
	Iteration 38Q: 3 clusters Score -1138134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1138167.875000 Penalty: 4651.306152
	Iteration 39Q: 3 clusters Score -1138168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1138189.125000 Penalty: 4651.306152
	Iteration 40F: 3 clusters Score -1138189 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1138214.000000 Penalty: 4651.306152
	Iteration 41Q: 3 clusters Score -1138214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1138237.875000 Penalty: 4651.306152
	Iteration 42Q: 3 clusters Score -1138238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1138248.375000 Penalty: 4651.306152
	Iteration 43Q: 3 clusters Score -1138248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1138262.500000 Penalty: 4651.306152
	Iteration 44Q: 3 clusters Score -1138262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1138273.500000 Penalty: 4651.306152
	Iteration 45Q: 3 clusters Score -1138274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1138277.125000 Penalty: 4651.306152
	Iteration 46Q: 3 clusters Score -1138277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1138283.500000 Penalty: 4651.306152
	Iteration 47Q: 3 clusters Score -1138284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1138291.875000 Penalty: 4651.306152
	Iteration 48Q: 3 clusters Score -1138292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1138292.250000 Penalty: 4651.306152
	Iteration 49Q: 3 clusters Score -1138292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1138295.750000 Penalty: 4651.306152
	Iteration 50Q: 3 clusters Score -1138296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1138296.375000 Penalty: 4651.306152
	Iteration 51Q: 3 clusters Score -1138296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1138298.625000 Penalty: 4651.306152
	Iteration 52Q: 3 clusters Score -1138299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1138298.750000 Penalty: 4651.306152
	Iteration 53Q: 3 clusters Score -1138299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1138299.750000 Penalty: 4651.306152
	Iteration 54Q: 3 clusters Score -1138300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1138300.125000 Penalty: 4651.306152
	Iteration 55Q: 3 clusters Score -1138300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1138298.125000 Penalty: 4651.306152
	Iteration 56Q: 3 clusters Score -1138298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1138299.000000 Penalty: 4651.306152
	Iteration 57Q: 3 clusters Score -1138299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1138301.250000 Penalty: 4651.306152
	Iteration 58Q: 3 clusters Score -1138301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1138302.500000 Penalty: 4651.306152
	Iteration 59Q: 3 clusters Score -1138302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1138302.625000 Penalty: 4651.306152
	Iteration 60F: 3 clusters Score -1138303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Entering Unmasked Estep 
Score: -556871.562500 Penalty: 2151.666748
	Iteration 0F: 2 clusters Score -556871.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -551821.687500 Penalty: 4303.333496
	Iteration 0F: 3 clusters Score -551821.7 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -553148.750000 Penalty: 4303.333496
	Iteration 1F: 3 clusters Score -553148.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -553464.125000 Penalty: 4303.333496
	Iteration 2F: 3 clusters Score -553464.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -553786.125000 Penalty: 4303.333496
	Iteration 3F: 3 clusters Score -553786.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -554113.562500 Penalty: 4303.333496
	Iteration 4F: 3 clusters Score -554113.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -554475.062500 Penalty: 4303.333496
	Iteration 5F: 3 clusters Score -554475.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -554851.250000 Penalty: 4303.333496
	Iteration 6F: 3 clusters Score -554851.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -555123.687500 Penalty: 4303.333496
	Iteration 7F: 3 clusters Score -555123.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -555347.000000 Penalty: 4303.333496
	Iteration 8Q: 3 clusters Score -555347 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -555510.562500 Penalty: 4303.333496
	Iteration 9Q: 3 clusters Score -555510.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -555645.250000 Penalty: 4303.333496
	Iteration 10Q: 3 clusters Score -555645.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -555734.187500 Penalty: 4303.333496
	Iteration 11Q: 3 clusters Score -555734.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -555821.062500 Penalty: 4303.333496
	Iteration 12Q: 3 clusters Score -555821.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -555907.500000 Penalty: 4303.333496
	Iteration 13Q: 3 clusters Score -555907.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -555973.250000 Penalty: 4303.333496
	Iteration 14Q: 3 clusters Score -555973.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -556043.312500 Penalty: 4303.333496
	Iteration 15Q: 3 clusters Score -556043.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -556103.000000 Penalty: 4303.333496
	Iteration 16Q: 3 clusters Score -556103 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -556139.937500 Penalty: 4303.333496
	Iteration 17Q: 3 clusters Score -556139.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -556163.625000 Penalty: 4303.333496
	Iteration 18Q: 3 clusters Score -556163.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -556176.375000 Penalty: 4303.333496
	Iteration 19Q: 3 clusters Score -556176.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -556185.562500 Penalty: 4303.333496
	Iteration 20F: 3 clusters Score -556185.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -556193.187500 Penalty: 4303.333496
	Iteration 21Q: 3 clusters Score -556193.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -556197.750000 Penalty: 4303.333496
	Iteration 22Q: 3 clusters Score -556197.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -556202.062500 Penalty: 4303.333496
	Iteration 23Q: 3 clusters Score -556202.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -556205.437500 Penalty: 4303.333496
	Iteration 24Q: 3 clusters Score -556205.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -556205.812500 Penalty: 4303.333496
	Iteration 25Q: 3 clusters Score -556205.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -556206.187500 Penalty: 4303.333496
	Iteration 26Q: 3 clusters Score -556206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -556206.187500 Penalty: 4303.333496
	Iteration 27F: 3 clusters Score -556206.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (218760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218760 members 
Entering Unmasked Estep 
Score: -21414968.000000 Penalty: 3049.341309
	Iteration 0F: 2 clusters Score -2.141497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109095 members 
Mstep: Class 2 contains 109665 members 
Entering Unmasked Estep 
Score: -21270886.000000 Penalty: 6098.682617
	Iteration 0F: 3 clusters Score -2.127089e+07 nChanged 105084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104215 members 
Mstep: Class 2 contains 114545 members 
Entering Unmasked Estep 
Score: -21332496.000000 Penalty: 6098.682617
	Iteration 1F: 3 clusters Score -2.13325e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100847 members 
Mstep: Class 2 contains 117913 members 
Entering Unmasked Estep 
Score: -21333734.000000 Penalty: 6098.682617
	Iteration 2Q: 3 clusters Score -2.133373e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95544 members 
Mstep: Class 2 contains 123216 members 
Entering Unmasked Estep 
Score: -21335522.000000 Penalty: 6098.682617
	Iteration 3Q: 3 clusters Score -2.133552e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87300 members 
Mstep: Class 2 contains 131460 members 
Entering Unmasked Estep 
Score: -21338916.000000 Penalty: 6098.682617
	Iteration 4Q: 3 clusters Score -2.133892e+07 nChanged 12583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 2 contains 143731 members 
Entering Unmasked Estep 
Score: -21345666.000000 Penalty: 6098.682617
	Iteration 5F: 3 clusters Score -2.134567e+07 nChanged 17281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 160914 members 
Entering Unmasked Estep 
Score: -21358244.000000 Penalty: 6098.682617
	Iteration 6F: 3 clusters Score -2.135824e+07 nChanged 21042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 181934 members 
Entering Unmasked Estep 
Score: -21377182.000000 Penalty: 6098.682617
	Iteration 7F: 3 clusters Score -2.137718e+07 nChanged 19111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 201035 members 
Entering Unmasked Estep 
Score: -21396100.000000 Penalty: 6098.682617
	Iteration 8F: 3 clusters Score -2.13961e+07 nChanged 11363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 212390 members 
Entering Unmasked Estep 
Score: -21406518.000000 Penalty: 6098.682617
	Iteration 9F: 3 clusters Score -2.140652e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 216781 members 
Entering Unmasked Estep 
Score: -21410592.000000 Penalty: 6098.682617
	Iteration 10Q: 3 clusters Score -2.141059e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 218017 members 
Entering Unmasked Estep 
Score: -21411726.000000 Penalty: 6098.682617
	Iteration 11Q: 3 clusters Score -2.141173e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 218340 members 
Entering Unmasked Estep 
Score: -21412076.000000 Penalty: 6098.682617
	Iteration 12Q: 3 clusters Score -2.141208e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 218423 members 
Entering Unmasked Estep 
Score: -21412158.000000 Penalty: 6098.682617
	Iteration 13Q: 3 clusters Score -2.141216e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 218451 members 
Entering Unmasked Estep 
Score: -21412192.000000 Penalty: 6098.682617
	Iteration 14Q: 3 clusters Score -2.141219e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 218469 members 
Entering Unmasked Estep 
Score: -21412248.000000 Penalty: 6098.682617
	Iteration 15Q: 3 clusters Score -2.141225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 218475 members 
Entering Unmasked Estep 
Score: -21412244.000000 Penalty: 6098.682617
	Iteration 16Q: 3 clusters Score -2.141224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 218477 members 
Entering Unmasked Estep 
Score: -21412248.000000 Penalty: 6098.682617
	Iteration 17Q: 3 clusters Score -2.141225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 218480 members 
Entering Unmasked Estep 
Score: -21412258.000000 Penalty: 6098.682617
	Iteration 18Q: 3 clusters Score -2.141226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 218480 members 
Entering Unmasked Estep 
Score: -21412258.000000 Penalty: 6098.682617
	Iteration 19F: 3 clusters Score -2.141226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102242 members 
Entering Unmasked Estep 
Score: -10083374.000000 Penalty: 2860.704346
	Iteration 0F: 2 clusters Score -1.008337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -10015019.000000 Penalty: 5721.408691
	Iteration 0F: 3 clusters Score -1.001502e+07 nChanged 48403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -10042824.000000 Penalty: 5721.408691
	Iteration 1F: 3 clusters Score -1.004282e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -10043575.000000 Penalty: 5721.408691
	Iteration 2Q: 3 clusters Score -1.004358e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -10044355.000000 Penalty: 5721.408691
	Iteration 3Q: 3 clusters Score -1.004436e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -10045226.000000 Penalty: 5721.408691
	Iteration 4Q: 3 clusters Score -1.004523e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -10046236.000000 Penalty: 5721.408691
	Iteration 5Q: 3 clusters Score -1.004624e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -10047622.000000 Penalty: 5721.408691
	Iteration 6Q: 3 clusters Score -1.004762e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -10049542.000000 Penalty: 5721.408691
	Iteration 7Q: 3 clusters Score -1.004954e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -10052584.000000 Penalty: 5721.408691
	Iteration 8F: 3 clusters Score -1.005258e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -10056924.000000 Penalty: 5721.408691
	Iteration 9F: 3 clusters Score -1.005692e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80249 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -10062546.000000 Penalty: 5721.408691
	Iteration 10F: 3 clusters Score -1.006255e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86936 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -10068244.000000 Penalty: 5721.408691
	Iteration 11F: 3 clusters Score -1.006824e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92443 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -10072828.000000 Penalty: 5721.408691
	Iteration 12F: 3 clusters Score -1.007283e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96506 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -10076291.000000 Penalty: 5721.408691
	Iteration 13Q: 3 clusters Score -1.007629e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99100 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -10078413.000000 Penalty: 5721.408691
	Iteration 14Q: 3 clusters Score -1.007841e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100520 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -10079570.000000 Penalty: 5721.408691
	Iteration 15Q: 3 clusters Score -1.007957e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101227 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -10080226.000000 Penalty: 5721.408691
	Iteration 16Q: 3 clusters Score -1.008023e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101534 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -10080501.000000 Penalty: 5721.408691
	Iteration 17Q: 3 clusters Score -1.00805e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101683 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10080655.000000 Penalty: 5721.408691
	Iteration 18Q: 3 clusters Score -1.008066e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101774 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -10080750.000000 Penalty: 5721.408691
	Iteration 19Q: 3 clusters Score -1.008075e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101819 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10080787.000000 Penalty: 5721.408691
	Iteration 20F: 3 clusters Score -1.008079e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101840 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -10080804.000000 Penalty: 5721.408691
	Iteration 21Q: 3 clusters Score -1.00808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101857 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10080815.000000 Penalty: 5721.408691
	Iteration 22Q: 3 clusters Score -1.008082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101870 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -10080829.000000 Penalty: 5721.408691
	Iteration 23Q: 3 clusters Score -1.008083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101878 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10080839.000000 Penalty: 5721.408691
	Iteration 24Q: 3 clusters Score -1.008084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101881 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10080850.000000 Penalty: 5721.408691
	Iteration 25Q: 3 clusters Score -1.008085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10080849.000000 Penalty: 5721.408691
	Iteration 26Q: 3 clusters Score -1.008085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10080849.000000 Penalty: 5721.408691
	Iteration 27F: 3 clusters Score -1.008085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Entering Unmasked Estep 
Score: -807229.312500 Penalty: 2232.150391
	Iteration 0F: 2 clusters Score -807229.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -800745.937500 Penalty: 4464.300781
	Iteration 0F: 3 clusters Score -800745.9 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -802531.937500 Penalty: 4464.300781
	Iteration 1F: 3 clusters Score -802531.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -802805.500000 Penalty: 4464.300781
	Iteration 2F: 3 clusters Score -802805.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -803040.437500 Penalty: 4464.300781
	Iteration 3F: 3 clusters Score -803040.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -803231.812500 Penalty: 4464.300781
	Iteration 4Q: 3 clusters Score -803231.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -803422.937500 Penalty: 4464.300781
	Iteration 5Q: 3 clusters Score -803422.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -803607.250000 Penalty: 4464.300781
	Iteration 6Q: 3 clusters Score -803607.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -803786.312500 Penalty: 4464.300781
	Iteration 7Q: 3 clusters Score -803786.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -803945.437500 Penalty: 4464.300781
	Iteration 8Q: 3 clusters Score -803945.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -804093.937500 Penalty: 4464.300781
	Iteration 9Q: 3 clusters Score -804093.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -804219.000000 Penalty: 4464.300781
	Iteration 10Q: 3 clusters Score -804219 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -804324.750000 Penalty: 4464.300781
	Iteration 11Q: 3 clusters Score -804324.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -804395.312500 Penalty: 4464.300781
	Iteration 12Q: 3 clusters Score -804395.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -804458.250000 Penalty: 4464.300781
	Iteration 13Q: 3 clusters Score -804458.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -804514.312500 Penalty: 4464.300781
	Iteration 14Q: 3 clusters Score -804514.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -804556.875000 Penalty: 4464.300781
	Iteration 15Q: 3 clusters Score -804556.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -804603.437500 Penalty: 4464.300781
	Iteration 16Q: 3 clusters Score -804603.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -804640.375000 Penalty: 4464.300781
	Iteration 17Q: 3 clusters Score -804640.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -804669.250000 Penalty: 4464.300781
	Iteration 18Q: 3 clusters Score -804669.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -804702.562500 Penalty: 4464.300781
	Iteration 19Q: 3 clusters Score -804702.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -804726.000000 Penalty: 4464.300781
	Iteration 20F: 3 clusters Score -804726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -804746.375000 Penalty: 4464.300781
	Iteration 21Q: 3 clusters Score -804746.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -804761.250000 Penalty: 4464.300781
	Iteration 22Q: 3 clusters Score -804761.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -804772.250000 Penalty: 4464.300781
	Iteration 23Q: 3 clusters Score -804772.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -804784.250000 Penalty: 4464.300781
	Iteration 24Q: 3 clusters Score -804784.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -804793.687500 Penalty: 4464.300781
	Iteration 25Q: 3 clusters Score -804793.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -804799.812500 Penalty: 4464.300781
	Iteration 26Q: 3 clusters Score -804799.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -804805.312500 Penalty: 4464.300781
	Iteration 27Q: 3 clusters Score -804805.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -804811.187500 Penalty: 4464.300781
	Iteration 28Q: 3 clusters Score -804811.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -804819.250000 Penalty: 4464.300781
	Iteration 29Q: 3 clusters Score -804819.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -804823.812500 Penalty: 4464.300781
	Iteration 30Q: 3 clusters Score -804823.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -804828.437500 Penalty: 4464.300781
	Iteration 31Q: 3 clusters Score -804828.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -804835.937500 Penalty: 4464.300781
	Iteration 32Q: 3 clusters Score -804835.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -804838.500000 Penalty: 4464.300781
	Iteration 33Q: 3 clusters Score -804838.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -804842.312500 Penalty: 4464.300781
	Iteration 34Q: 3 clusters Score -804842.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -804847.125000 Penalty: 4464.300781
	Iteration 35Q: 3 clusters Score -804847.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -804850.312500 Penalty: 4464.300781
	Iteration 36Q: 3 clusters Score -804850.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -804857.062500 Penalty: 4464.300781
	Iteration 37Q: 3 clusters Score -804857.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -804861.187500 Penalty: 4464.300781
	Iteration 38Q: 3 clusters Score -804861.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -804864.125000 Penalty: 4464.300781
	Iteration 39Q: 3 clusters Score -804864.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -804866.625000 Penalty: 4464.300781
	Iteration 40F: 3 clusters Score -804866.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -804869.687500 Penalty: 4464.300781
	Iteration 41Q: 3 clusters Score -804869.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -804874.750000 Penalty: 4464.300781
	Iteration 42Q: 3 clusters Score -804874.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -804877.562500 Penalty: 4464.300781
	Iteration 43Q: 3 clusters Score -804877.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -804878.187500 Penalty: 4464.300781
	Iteration 44Q: 3 clusters Score -804878.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -804882.187500 Penalty: 4464.300781
	Iteration 45Q: 3 clusters Score -804882.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -804883.500000 Penalty: 4464.300781
	Iteration 46Q: 3 clusters Score -804883.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -804887.125000 Penalty: 4464.300781
	Iteration 47Q: 3 clusters Score -804887.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -804889.750000 Penalty: 4464.300781
	Iteration 48Q: 3 clusters Score -804889.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -804897.062500 Penalty: 4464.300781
	Iteration 49Q: 3 clusters Score -804897.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -804896.437500 Penalty: 4464.300781
	Iteration 50Q: 3 clusters Score -804896.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -804899.312500 Penalty: 4464.300781
	Iteration 51Q: 3 clusters Score -804899.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -804903.125000 Penalty: 4464.300781
	Iteration 52Q: 3 clusters Score -804903.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -804905.687500 Penalty: 4464.300781
	Iteration 53Q: 3 clusters Score -804905.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -804909.187500 Penalty: 4464.300781
	Iteration 54Q: 3 clusters Score -804909.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -804913.687500 Penalty: 4464.300781
	Iteration 55Q: 3 clusters Score -804913.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -804915.750000 Penalty: 4464.300781
	Iteration 56Q: 3 clusters Score -804915.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -804920.687500 Penalty: 4464.300781
	Iteration 57Q: 3 clusters Score -804920.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -804925.687500 Penalty: 4464.300781
	Iteration 58Q: 3 clusters Score -804925.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -804928.500000 Penalty: 4464.300781
	Iteration 59Q: 3 clusters Score -804928.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -804933.187500 Penalty: 4464.300781
	Iteration 60F: 3 clusters Score -804933.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -804935.875000 Penalty: 4464.300781
	Iteration 61Q: 3 clusters Score -804935.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -804937.500000 Penalty: 4464.300781
	Iteration 62Q: 3 clusters Score -804937.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -804936.687500 Penalty: 4464.300781
	Iteration 63Q: 3 clusters Score -804936.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -804939.562500 Penalty: 4464.300781
	Iteration 64Q: 3 clusters Score -804939.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -804940.312500 Penalty: 4464.300781
	Iteration 65Q: 3 clusters Score -804940.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -804940.750000 Penalty: 4464.300781
	Iteration 66Q: 3 clusters Score -804940.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -804941.375000 Penalty: 4464.300781
	Iteration 67Q: 3 clusters Score -804941.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -804943.187500 Penalty: 4464.300781
	Iteration 68Q: 3 clusters Score -804943.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -804943.125000 Penalty: 4464.300781
	Iteration 69Q: 3 clusters Score -804943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -804945.250000 Penalty: 4464.300781
	Iteration 70Q: 3 clusters Score -804945.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -804945.812500 Penalty: 4464.300781
	Iteration 71Q: 3 clusters Score -804945.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -804946.250000 Penalty: 4464.300781
	Iteration 72Q: 3 clusters Score -804946.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -804947.875000 Penalty: 4464.300781
	Iteration 73Q: 3 clusters Score -804947.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -804947.187500 Penalty: 4464.300781
	Iteration 74Q: 3 clusters Score -804947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -804948.375000 Penalty: 4464.300781
	Iteration 75Q: 3 clusters Score -804948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -804948.250000 Penalty: 4464.300781
	Iteration 76Q: 3 clusters Score -804948.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -804948.187500 Penalty: 4464.300781
	Iteration 77Q: 3 clusters Score -804948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -804948.000000 Penalty: 4464.300781
	Iteration 78Q: 3 clusters Score -804948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -804949.312500 Penalty: 4464.300781
	Iteration 79Q: 3 clusters Score -804949.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -804951.312500 Penalty: 4464.300781
	Iteration 80F: 3 clusters Score -804951.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -804951.187500 Penalty: 4464.300781
	Iteration 81Q: 3 clusters Score -804951.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -804951.937500 Penalty: 4464.300781
	Iteration 82Q: 3 clusters Score -804951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -804951.875000 Penalty: 4464.300781
	Iteration 83Q: 3 clusters Score -804951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -804953.062500 Penalty: 4464.300781
	Iteration 84Q: 3 clusters Score -804953.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -804954.937500 Penalty: 4464.300781
	Iteration 85Q: 3 clusters Score -804954.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -804954.375000 Penalty: 4464.300781
	Iteration 86Q: 3 clusters Score -804954.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -804953.937500 Penalty: 4464.300781
	Iteration 87Q: 3 clusters Score -804953.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -804953.937500 Penalty: 4464.300781
	Iteration 88F: 3 clusters Score -804953.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Entering Unmasked Estep 
Score: -1927421.125000 Penalty: 2470.644287
	Iteration 0F: 2 clusters Score -1927421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1912651.750000 Penalty: 4941.288574
	Iteration 0F: 3 clusters Score -1912652 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1917872.250000 Penalty: 4941.288574
	Iteration 1F: 3 clusters Score -1917872 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1918934.250000 Penalty: 4941.288574
	Iteration 2F: 3 clusters Score -1918934 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1920195.750000 Penalty: 4941.288574
	Iteration 3F: 3 clusters Score -1920196 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1921471.000000 Penalty: 4941.288574
	Iteration 4F: 3 clusters Score -1921471 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1922486.250000 Penalty: 4941.288574
	Iteration 5F: 3 clusters Score -1922486 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1923275.250000 Penalty: 4941.288574
	Iteration 6F: 3 clusters Score -1923275 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1923790.625000 Penalty: 4941.288574
	Iteration 7Q: 3 clusters Score -1923791 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1924145.250000 Penalty: 4941.288574
	Iteration 8Q: 3 clusters Score -1924145 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1924382.875000 Penalty: 4941.288574
	Iteration 9Q: 3 clusters Score -1924383 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1924587.625000 Penalty: 4941.288574
	Iteration 10Q: 3 clusters Score -1924588 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1924752.500000 Penalty: 4941.288574
	Iteration 11Q: 3 clusters Score -1924752 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1924912.875000 Penalty: 4941.288574
	Iteration 12Q: 3 clusters Score -1924913 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1925095.375000 Penalty: 4941.288574
	Iteration 13Q: 3 clusters Score -1925095 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1925262.875000 Penalty: 4941.288574
	Iteration 14Q: 3 clusters Score -1925263 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1925422.875000 Penalty: 4941.288574
	Iteration 15Q: 3 clusters Score -1925423 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1925566.125000 Penalty: 4941.288574
	Iteration 16Q: 3 clusters Score -1925566 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1925739.875000 Penalty: 4941.288574
	Iteration 17Q: 3 clusters Score -1925740 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1925880.625000 Penalty: 4941.288574
	Iteration 18Q: 3 clusters Score -1925881 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1926014.750000 Penalty: 4941.288574
	Iteration 19Q: 3 clusters Score -1926015 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1926149.750000 Penalty: 4941.288574
	Iteration 20F: 3 clusters Score -1926150 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1926289.500000 Penalty: 4941.288574
	Iteration 21Q: 3 clusters Score -1926290 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1926397.500000 Penalty: 4941.288574
	Iteration 22Q: 3 clusters Score -1926398 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1926521.250000 Penalty: 4941.288574
	Iteration 23Q: 3 clusters Score -1926521 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1926626.875000 Penalty: 4941.288574
	Iteration 24Q: 3 clusters Score -1926627 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1926704.000000 Penalty: 4941.288574
	Iteration 25Q: 3 clusters Score -1926704 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1926757.250000 Penalty: 4941.288574
	Iteration 26Q: 3 clusters Score -1926757 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1926800.375000 Penalty: 4941.288574
	Iteration 27Q: 3 clusters Score -1926800 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1926813.250000 Penalty: 4941.288574
	Iteration 28Q: 3 clusters Score -1926813 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1926832.500000 Penalty: 4941.288574
	Iteration 29Q: 3 clusters Score -1926832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1926844.250000 Penalty: 4941.288574
	Iteration 30Q: 3 clusters Score -1926844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1926856.875000 Penalty: 4941.288574
	Iteration 31Q: 3 clusters Score -1926857 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1926863.000000 Penalty: 4941.288574
	Iteration 32Q: 3 clusters Score -1926863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1926871.875000 Penalty: 4941.288574
	Iteration 33Q: 3 clusters Score -1926872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1926869.125000 Penalty: 4941.288574
	Iteration 34Q: 3 clusters Score -1926869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1926871.250000 Penalty: 4941.288574
	Iteration 35Q: 3 clusters Score -1926871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1926871.000000 Penalty: 4941.288574
	Iteration 36Q: 3 clusters Score -1926871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1926877.750000 Penalty: 4941.288574
	Iteration 37Q: 3 clusters Score -1926878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1926879.125000 Penalty: 4941.288574
	Iteration 38Q: 3 clusters Score -1926879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1926884.250000 Penalty: 4941.288574
	Iteration 39Q: 3 clusters Score -1926884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1926883.000000 Penalty: 4941.288574
	Iteration 40F: 3 clusters Score -1926883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1926890.625000 Penalty: 4941.288574
	Iteration 41Q: 3 clusters Score -1926891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1926892.125000 Penalty: 4941.288574
	Iteration 42Q: 3 clusters Score -1926892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1926897.000000 Penalty: 4941.288574
	Iteration 43Q: 3 clusters Score -1926897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1926895.750000 Penalty: 4941.288574
	Iteration 44Q: 3 clusters Score -1926896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1926899.250000 Penalty: 4941.288574
	Iteration 45Q: 3 clusters Score -1926899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1926901.750000 Penalty: 4941.288574
	Iteration 46Q: 3 clusters Score -1926902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1926902.875000 Penalty: 4941.288574
	Iteration 47Q: 3 clusters Score -1926903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1926904.125000 Penalty: 4941.288574
	Iteration 48Q: 3 clusters Score -1926904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1926904.500000 Penalty: 4941.288574
	Iteration 49Q: 3 clusters Score -1926904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1926907.375000 Penalty: 4941.288574
	Iteration 50Q: 3 clusters Score -1926907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1926909.250000 Penalty: 4941.288574
	Iteration 51Q: 3 clusters Score -1926909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1926909.250000 Penalty: 4941.288574
	Iteration 52F: 3 clusters Score -1926909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (136842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136842 members 
Entering Unmasked Estep 
Score: -13249071.000000 Penalty: 2932.992432
	Iteration 0F: 2 clusters Score -1.324907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68087 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -13157260.000000 Penalty: 5865.984863
	Iteration 0F: 3 clusters Score -1.315726e+07 nChanged 65321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 72938 members 
Entering Unmasked Estep 
Score: -13195999.000000 Penalty: 5865.984863
	Iteration 1F: 3 clusters Score -1.3196e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -13197649.000000 Penalty: 5865.984863
	Iteration 2Q: 3 clusters Score -1.319765e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57619 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -13200088.000000 Penalty: 5865.984863
	Iteration 3Q: 3 clusters Score -1.320009e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 84495 members 
Entering Unmasked Estep 
Score: -13203766.000000 Penalty: 5865.984863
	Iteration 4F: 3 clusters Score -1.320377e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 91385 members 
Entering Unmasked Estep 
Score: -13209188.000000 Penalty: 5865.984863
	Iteration 5F: 3 clusters Score -1.320919e+07 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 99564 members 
Entering Unmasked Estep 
Score: -13216252.000000 Penalty: 5865.984863
	Iteration 6F: 3 clusters Score -1.321625e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 107795 members 
Entering Unmasked Estep 
Score: -13223529.000000 Penalty: 5865.984863
	Iteration 7F: 3 clusters Score -1.322353e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 115183 members 
Entering Unmasked Estep 
Score: -13229975.000000 Penalty: 5865.984863
	Iteration 8F: 3 clusters Score -1.322998e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 120969 members 
Entering Unmasked Estep 
Score: -13234809.000000 Penalty: 5865.984863
	Iteration 9Q: 3 clusters Score -1.323481e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 125434 members 
Entering Unmasked Estep 
Score: -13238296.000000 Penalty: 5865.984863
	Iteration 10Q: 3 clusters Score -1.32383e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 128872 members 
Entering Unmasked Estep 
Score: -13240804.000000 Penalty: 5865.984863
	Iteration 11Q: 3 clusters Score -1.32408e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 131538 members 
Entering Unmasked Estep 
Score: -13242759.000000 Penalty: 5865.984863
	Iteration 12Q: 3 clusters Score -1.324276e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 133470 members 
Entering Unmasked Estep 
Score: -13244172.000000 Penalty: 5865.984863
	Iteration 13Q: 3 clusters Score -1.324417e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 134738 members 
Entering Unmasked Estep 
Score: -13245116.000000 Penalty: 5865.984863
	Iteration 14Q: 3 clusters Score -1.324512e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 135494 members 
Entering Unmasked Estep 
Score: -13245669.000000 Penalty: 5865.984863
	Iteration 15Q: 3 clusters Score -1.324567e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 135859 members 
Entering Unmasked Estep 
Score: -13246020.000000 Penalty: 5865.984863
	Iteration 16Q: 3 clusters Score -1.324602e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 136051 members 
Entering Unmasked Estep 
Score: -13246153.000000 Penalty: 5865.984863
	Iteration 17Q: 3 clusters Score -1.324615e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 136172 members 
Entering Unmasked Estep 
Score: -13246241.000000 Penalty: 5865.984863
	Iteration 18Q: 3 clusters Score -1.324624e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 136258 members 
Entering Unmasked Estep 
Score: -13246307.000000 Penalty: 5865.984863
	Iteration 19Q: 3 clusters Score -1.324631e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 136312 members 
Entering Unmasked Estep 
Score: -13246366.000000 Penalty: 5865.984863
	Iteration 20F: 3 clusters Score -1.324637e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 136342 members 
Entering Unmasked Estep 
Score: -13246386.000000 Penalty: 5865.984863
	Iteration 21Q: 3 clusters Score -1.324639e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 136363 members 
Entering Unmasked Estep 
Score: -13246426.000000 Penalty: 5865.984863
	Iteration 22Q: 3 clusters Score -1.324643e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 136376 members 
Entering Unmasked Estep 
Score: -13246434.000000 Penalty: 5865.984863
	Iteration 23Q: 3 clusters Score -1.324643e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 136385 members 
Entering Unmasked Estep 
Score: -13246452.000000 Penalty: 5865.984863
	Iteration 24Q: 3 clusters Score -1.324645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 136399 members 
Entering Unmasked Estep 
Score: -13246469.000000 Penalty: 5865.984863
	Iteration 25Q: 3 clusters Score -1.324647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 136410 members 
Entering Unmasked Estep 
Score: -13246485.000000 Penalty: 5865.984863
	Iteration 26Q: 3 clusters Score -1.324648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 136417 members 
Entering Unmasked Estep 
Score: -13246501.000000 Penalty: 5865.984863
	Iteration 27Q: 3 clusters Score -1.32465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 136424 members 
Entering Unmasked Estep 
Score: -13246514.000000 Penalty: 5865.984863
	Iteration 28Q: 3 clusters Score -1.324651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 136432 members 
Entering Unmasked Estep 
Score: -13246513.000000 Penalty: 5865.984863
	Iteration 29Q: 3 clusters Score -1.324651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 136435 members 
Entering Unmasked Estep 
Score: -13246516.000000 Penalty: 5865.984863
	Iteration 30Q: 3 clusters Score -1.324652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 136439 members 
Entering Unmasked Estep 
Score: -13246534.000000 Penalty: 5865.984863
	Iteration 31Q: 3 clusters Score -1.324653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 136439 members 
Entering Unmasked Estep 
Score: -13246532.000000 Penalty: 5865.984863
	Iteration 32Q: 3 clusters Score -1.324653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 136440 members 
Entering Unmasked Estep 
Score: -13246529.000000 Penalty: 5865.984863
	Iteration 33Q: 3 clusters Score -1.324653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 136439 members 
Entering Unmasked Estep 
Score: -13246534.000000 Penalty: 5865.984863
	Iteration 34Q: 3 clusters Score -1.324653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 136439 members 
Entering Unmasked Estep 
Score: -13246534.000000 Penalty: 5865.984863
	Iteration 35F: 3 clusters Score -1.324653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Entering Unmasked Estep 
Score: -4331917.000000 Penalty: 2653.684570
	Iteration 0F: 2 clusters Score -4331917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -4302123.500000 Penalty: 5307.369141
	Iteration 0F: 3 clusters Score -4302124 nChanged 20293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -4313444.500000 Penalty: 5307.369141
	Iteration 1F: 3 clusters Score -4313444 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -4314040.500000 Penalty: 5307.369141
	Iteration 2Q: 3 clusters Score -4314040 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -4314626.000000 Penalty: 5307.369141
	Iteration 3Q: 3 clusters Score -4314626 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -4315249.500000 Penalty: 5307.369141
	Iteration 4Q: 3 clusters Score -4315250 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -4316058.000000 Penalty: 5307.369141
	Iteration 5Q: 3 clusters Score -4316058 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -4317206.500000 Penalty: 5307.369141
	Iteration 6Q: 3 clusters Score -4317206 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -4318768.000000 Penalty: 5307.369141
	Iteration 7F: 3 clusters Score -4318768 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4320664.500000 Penalty: 5307.369141
	Iteration 8F: 3 clusters Score -4320664 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -4322620.500000 Penalty: 5307.369141
	Iteration 9F: 3 clusters Score -4322620 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -4324118.000000 Penalty: 5307.369141
	Iteration 10Q: 3 clusters Score -4324118 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -4325241.500000 Penalty: 5307.369141
	Iteration 11Q: 3 clusters Score -4325242 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -4326030.000000 Penalty: 5307.369141
	Iteration 12Q: 3 clusters Score -4326030 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -4326652.500000 Penalty: 5307.369141
	Iteration 13Q: 3 clusters Score -4326652 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -4327206.000000 Penalty: 5307.369141
	Iteration 14Q: 3 clusters Score -4327206 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -4327689.500000 Penalty: 5307.369141
	Iteration 15Q: 3 clusters Score -4327690 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -4328086.000000 Penalty: 5307.369141
	Iteration 16Q: 3 clusters Score -4328086 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -4328402.500000 Penalty: 5307.369141
	Iteration 17Q: 3 clusters Score -4328402 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -4328629.000000 Penalty: 5307.369141
	Iteration 18Q: 3 clusters Score -4328629 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -4328837.000000 Penalty: 5307.369141
	Iteration 19Q: 3 clusters Score -4328837 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -4328995.000000 Penalty: 5307.369141
	Iteration 20F: 3 clusters Score -4328995 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -4329095.000000 Penalty: 5307.369141
	Iteration 21Q: 3 clusters Score -4329095 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -4329177.500000 Penalty: 5307.369141
	Iteration 22Q: 3 clusters Score -4329178 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -4329231.000000 Penalty: 5307.369141
	Iteration 23Q: 3 clusters Score -4329231 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -4329287.500000 Penalty: 5307.369141
	Iteration 24Q: 3 clusters Score -4329288 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -4329332.000000 Penalty: 5307.369141
	Iteration 25Q: 3 clusters Score -4329332 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -4329359.000000 Penalty: 5307.369141
	Iteration 26Q: 3 clusters Score -4329359 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -4329401.000000 Penalty: 5307.369141
	Iteration 27Q: 3 clusters Score -4329401 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -4329437.500000 Penalty: 5307.369141
	Iteration 28Q: 3 clusters Score -4329438 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -4329473.500000 Penalty: 5307.369141
	Iteration 29Q: 3 clusters Score -4329474 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -4329500.500000 Penalty: 5307.369141
	Iteration 30Q: 3 clusters Score -4329500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -4329515.500000 Penalty: 5307.369141
	Iteration 31Q: 3 clusters Score -4329516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -4329526.500000 Penalty: 5307.369141
	Iteration 32Q: 3 clusters Score -4329526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -4329529.000000 Penalty: 5307.369141
	Iteration 33Q: 3 clusters Score -4329529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -4329539.500000 Penalty: 5307.369141
	Iteration 34Q: 3 clusters Score -4329540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -4329553.000000 Penalty: 5307.369141
	Iteration 35Q: 3 clusters Score -4329553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -4329558.000000 Penalty: 5307.369141
	Iteration 36Q: 3 clusters Score -4329558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -4329567.000000 Penalty: 5307.369141
	Iteration 37Q: 3 clusters Score -4329567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -4329574.000000 Penalty: 5307.369141
	Iteration 38Q: 3 clusters Score -4329574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -4329569.500000 Penalty: 5307.369141
	Iteration 39Q: 3 clusters Score -4329570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -4329576.500000 Penalty: 5307.369141
	Iteration 40F: 3 clusters Score -4329576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -4329573.500000 Penalty: 5307.369141
	Iteration 41Q: 3 clusters Score -4329574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -4329584.500000 Penalty: 5307.369141
	Iteration 42Q: 3 clusters Score -4329584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -4329587.500000 Penalty: 5307.369141
	Iteration 43Q: 3 clusters Score -4329588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -4329600.000000 Penalty: 5307.369141
	Iteration 44Q: 3 clusters Score -4329600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -4329606.500000 Penalty: 5307.369141
	Iteration 45Q: 3 clusters Score -4329606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -4329606.000000 Penalty: 5307.369141
	Iteration 46Q: 3 clusters Score -4329606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -4329607.000000 Penalty: 5307.369141
	Iteration 47Q: 3 clusters Score -4329607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -4329610.000000 Penalty: 5307.369141
	Iteration 48Q: 3 clusters Score -4329610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -4329610.500000 Penalty: 5307.369141
	Iteration 49Q: 3 clusters Score -4329610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -4329611.500000 Penalty: 5307.369141
	Iteration 50Q: 3 clusters Score -4329612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -4329616.000000 Penalty: 5307.369141
	Iteration 51Q: 3 clusters Score -4329616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -4329618.000000 Penalty: 5307.369141
	Iteration 52Q: 3 clusters Score -4329618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -4329618.000000 Penalty: 5307.369141
	Iteration 53F: 3 clusters Score -4329618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Entering Unmasked Estep 
Score: -1199996.500000 Penalty: 2345.153076
	Iteration 0F: 2 clusters Score -1199996 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 6373 members 
Entering Unmasked Estep 
Score: -1190532.375000 Penalty: 4690.306152
	Iteration 0F: 3 clusters Score -1190532 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1193385.625000 Penalty: 4690.306152
	Iteration 1F: 3 clusters Score -1193386 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1193727.875000 Penalty: 4690.306152
	Iteration 2F: 3 clusters Score -1193728 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1193975.625000 Penalty: 4690.306152
	Iteration 3Q: 3 clusters Score -1193976 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1194157.500000 Penalty: 4690.306152
	Iteration 4Q: 3 clusters Score -1194158 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1194304.125000 Penalty: 4690.306152
	Iteration 5Q: 3 clusters Score -1194304 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1194434.625000 Penalty: 4690.306152
	Iteration 6Q: 3 clusters Score -1194435 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1194573.375000 Penalty: 4690.306152
	Iteration 7Q: 3 clusters Score -1194573 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1194744.875000 Penalty: 4690.306152
	Iteration 8Q: 3 clusters Score -1194745 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1194954.625000 Penalty: 4690.306152
	Iteration 9Q: 3 clusters Score -1194955 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1195200.375000 Penalty: 4690.306152
	Iteration 10Q: 3 clusters Score -1195200 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1195497.125000 Penalty: 4690.306152
	Iteration 11Q: 3 clusters Score -1195497 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1195868.750000 Penalty: 4690.306152
	Iteration 12Q: 3 clusters Score -1195869 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1196265.000000 Penalty: 4690.306152
	Iteration 13Q: 3 clusters Score -1196265 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1196614.250000 Penalty: 4690.306152
	Iteration 14Q: 3 clusters Score -1196614 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1196921.500000 Penalty: 4690.306152
	Iteration 15Q: 3 clusters Score -1196922 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1197197.625000 Penalty: 4690.306152
	Iteration 16Q: 3 clusters Score -1197198 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1197414.250000 Penalty: 4690.306152
	Iteration 17Q: 3 clusters Score -1197414 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1197593.625000 Penalty: 4690.306152
	Iteration 18Q: 3 clusters Score -1197594 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1197704.250000 Penalty: 4690.306152
	Iteration 19Q: 3 clusters Score -1197704 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1197771.000000 Penalty: 4690.306152
	Iteration 20F: 3 clusters Score -1197771 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1197810.375000 Penalty: 4690.306152
	Iteration 21Q: 3 clusters Score -1197810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1197839.375000 Penalty: 4690.306152
	Iteration 22Q: 3 clusters Score -1197839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1197866.375000 Penalty: 4690.306152
	Iteration 23Q: 3 clusters Score -1197866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1197883.625000 Penalty: 4690.306152
	Iteration 24Q: 3 clusters Score -1197884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1197895.250000 Penalty: 4690.306152
	Iteration 25Q: 3 clusters Score -1197895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1197909.500000 Penalty: 4690.306152
	Iteration 26Q: 3 clusters Score -1197910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1197921.000000 Penalty: 4690.306152
	Iteration 27Q: 3 clusters Score -1197921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1197925.000000 Penalty: 4690.306152
	Iteration 28Q: 3 clusters Score -1197925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1197928.500000 Penalty: 4690.306152
	Iteration 29Q: 3 clusters Score -1197928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1197937.875000 Penalty: 4690.306152
	Iteration 30Q: 3 clusters Score -1197938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1197941.875000 Penalty: 4690.306152
	Iteration 31Q: 3 clusters Score -1197942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1197943.875000 Penalty: 4690.306152
	Iteration 32Q: 3 clusters Score -1197944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1197949.875000 Penalty: 4690.306152
	Iteration 33Q: 3 clusters Score -1197950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1197953.750000 Penalty: 4690.306152
	Iteration 34Q: 3 clusters Score -1197954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1197951.875000 Penalty: 4690.306152
	Iteration 35Q: 3 clusters Score -1197952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1197952.875000 Penalty: 4690.306152
	Iteration 36Q: 3 clusters Score -1197953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1197957.125000 Penalty: 4690.306152
	Iteration 37Q: 3 clusters Score -1197957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1197957.125000 Penalty: 4690.306152
	Iteration 38F: 3 clusters Score -1197957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -416889.875000 Penalty: 2101.778076
	Iteration 0F: 2 clusters Score -416889.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -412538.031250 Penalty: 4203.556152
	Iteration 0F: 3 clusters Score -412538 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -413663.625000 Penalty: 4203.556152
	Iteration 1F: 3 clusters Score -413663.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -414048.156250 Penalty: 4203.556152
	Iteration 2F: 3 clusters Score -414048.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -414343.468750 Penalty: 4203.556152
	Iteration 3F: 3 clusters Score -414343.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -414595.843750 Penalty: 4203.556152
	Iteration 4F: 3 clusters Score -414595.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -414846.437500 Penalty: 4203.556152
	Iteration 5F: 3 clusters Score -414846.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -415039.343750 Penalty: 4203.556152
	Iteration 6Q: 3 clusters Score -415039.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -415194.312500 Penalty: 4203.556152
	Iteration 7Q: 3 clusters Score -415194.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -415303.968750 Penalty: 4203.556152
	Iteration 8Q: 3 clusters Score -415304 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -415404.625000 Penalty: 4203.556152
	Iteration 9Q: 3 clusters Score -415404.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -415502.625000 Penalty: 4203.556152
	Iteration 10Q: 3 clusters Score -415502.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -415588.875000 Penalty: 4203.556152
	Iteration 11Q: 3 clusters Score -415588.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -415701.656250 Penalty: 4203.556152
	Iteration 12Q: 3 clusters Score -415701.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -415819.718750 Penalty: 4203.556152
	Iteration 13Q: 3 clusters Score -415819.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -415940.281250 Penalty: 4203.556152
	Iteration 14Q: 3 clusters Score -415940.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -416028.937500 Penalty: 4203.556152
	Iteration 15Q: 3 clusters Score -416028.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -416085.375000 Penalty: 4203.556152
	Iteration 16Q: 3 clusters Score -416085.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -416129.281250 Penalty: 4203.556152
	Iteration 17Q: 3 clusters Score -416129.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -416146.156250 Penalty: 4203.556152
	Iteration 18Q: 3 clusters Score -416146.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -416154.968750 Penalty: 4203.556152
	Iteration 19Q: 3 clusters Score -416155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -416159.093750 Penalty: 4203.556152
	Iteration 20F: 3 clusters Score -416159.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -416164.187500 Penalty: 4203.556152
	Iteration 21Q: 3 clusters Score -416164.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -416168.812500 Penalty: 4203.556152
	Iteration 22Q: 3 clusters Score -416168.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -416173.500000 Penalty: 4203.556152
	Iteration 23Q: 3 clusters Score -416173.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -416178.968750 Penalty: 4203.556152
	Iteration 24Q: 3 clusters Score -416179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -416180.187500 Penalty: 4203.556152
	Iteration 25Q: 3 clusters Score -416180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -416181.281250 Penalty: 4203.556152
	Iteration 26Q: 3 clusters Score -416181.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -416181.593750 Penalty: 4203.556152
	Iteration 27Q: 3 clusters Score -416181.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -416181.593750 Penalty: 4203.556152
	Iteration 28F: 3 clusters Score -416181.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Entering Unmasked Estep 
Score: -794526.875000 Penalty: 2246.875488
	Iteration 0F: 2 clusters Score -794526.9 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 4327 members 
Entering Unmasked Estep 
Score: -787811.250000 Penalty: 4493.750977
	Iteration 0F: 3 clusters Score -787811.2 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -789677.500000 Penalty: 4493.750977
	Iteration 1F: 3 clusters Score -789677.5 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -790106.000000 Penalty: 4493.750977
	Iteration 2F: 3 clusters Score -790106 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -790513.187500 Penalty: 4493.750977
	Iteration 3F: 3 clusters Score -790513.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -790929.437500 Penalty: 4493.750977
	Iteration 4F: 3 clusters Score -790929.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -791300.250000 Penalty: 4493.750977
	Iteration 5F: 3 clusters Score -791300.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -791641.875000 Penalty: 4493.750977
	Iteration 6F: 3 clusters Score -791641.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -791901.312500 Penalty: 4493.750977
	Iteration 7Q: 3 clusters Score -791901.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -792090.250000 Penalty: 4493.750977
	Iteration 8Q: 3 clusters Score -792090.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -792235.312500 Penalty: 4493.750977
	Iteration 9Q: 3 clusters Score -792235.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -792350.875000 Penalty: 4493.750977
	Iteration 10Q: 3 clusters Score -792350.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -792450.812500 Penalty: 4493.750977
	Iteration 11Q: 3 clusters Score -792450.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -792542.562500 Penalty: 4493.750977
	Iteration 12Q: 3 clusters Score -792542.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -792610.750000 Penalty: 4493.750977
	Iteration 13Q: 3 clusters Score -792610.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -792674.250000 Penalty: 4493.750977
	Iteration 14Q: 3 clusters Score -792674.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -792730.312500 Penalty: 4493.750977
	Iteration 15Q: 3 clusters Score -792730.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -792785.125000 Penalty: 4493.750977
	Iteration 16Q: 3 clusters Score -792785.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -792840.125000 Penalty: 4493.750977
	Iteration 17Q: 3 clusters Score -792840.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -792880.562500 Penalty: 4493.750977
	Iteration 18Q: 3 clusters Score -792880.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -792912.125000 Penalty: 4493.750977
	Iteration 19Q: 3 clusters Score -792912.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -792927.750000 Penalty: 4493.750977
	Iteration 20F: 3 clusters Score -792927.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -792940.625000 Penalty: 4493.750977
	Iteration 21Q: 3 clusters Score -792940.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -792951.750000 Penalty: 4493.750977
	Iteration 22Q: 3 clusters Score -792951.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -792964.625000 Penalty: 4493.750977
	Iteration 23Q: 3 clusters Score -792964.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -792975.250000 Penalty: 4493.750977
	Iteration 24Q: 3 clusters Score -792975.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -792983.250000 Penalty: 4493.750977
	Iteration 25Q: 3 clusters Score -792983.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -792994.062500 Penalty: 4493.750977
	Iteration 26Q: 3 clusters Score -792994.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -793002.562500 Penalty: 4493.750977
	Iteration 27Q: 3 clusters Score -793002.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -793009.375000 Penalty: 4493.750977
	Iteration 28Q: 3 clusters Score -793009.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -793010.375000 Penalty: 4493.750977
	Iteration 29Q: 3 clusters Score -793010.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -793014.125000 Penalty: 4493.750977
	Iteration 30Q: 3 clusters Score -793014.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -793015.875000 Penalty: 4493.750977
	Iteration 31Q: 3 clusters Score -793015.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -793018.250000 Penalty: 4493.750977
	Iteration 32Q: 3 clusters Score -793018.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -793019.812500 Penalty: 4493.750977
	Iteration 33Q: 3 clusters Score -793019.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -793023.750000 Penalty: 4493.750977
	Iteration 34Q: 3 clusters Score -793023.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -793025.375000 Penalty: 4493.750977
	Iteration 35Q: 3 clusters Score -793025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -793027.937500 Penalty: 4493.750977
	Iteration 36Q: 3 clusters Score -793027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -793028.750000 Penalty: 4493.750977
	Iteration 37Q: 3 clusters Score -793028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -793032.062500 Penalty: 4493.750977
	Iteration 38Q: 3 clusters Score -793032.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -793030.937500 Penalty: 4493.750977
	Iteration 39Q: 3 clusters Score -793030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -793032.437500 Penalty: 4493.750977
	Iteration 40F: 3 clusters Score -793032.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -793033.187500 Penalty: 4493.750977
	Iteration 41Q: 3 clusters Score -793033.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -793033.562500 Penalty: 4493.750977
	Iteration 42Q: 3 clusters Score -793033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -793034.250000 Penalty: 4493.750977
	Iteration 43Q: 3 clusters Score -793034.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -793034.250000 Penalty: 4493.750977
	Iteration 44F: 3 clusters Score -793034.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Entering Unmasked Estep 
Score: -2576017.000000 Penalty: 2527.124512
	Iteration 0F: 2 clusters Score -2576017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2557549.250000 Penalty: 5054.249023
	Iteration 0F: 3 clusters Score -2557549 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2564044.250000 Penalty: 5054.249023
	Iteration 1F: 3 clusters Score -2564044 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2564511.750000 Penalty: 5054.249023
	Iteration 2F: 3 clusters Score -2564512 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2564923.000000 Penalty: 5054.249023
	Iteration 3Q: 3 clusters Score -2564923 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2565316.250000 Penalty: 5054.249023
	Iteration 4Q: 3 clusters Score -2565316 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2565675.250000 Penalty: 5054.249023
	Iteration 5Q: 3 clusters Score -2565675 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2566073.000000 Penalty: 5054.249023
	Iteration 6Q: 3 clusters Score -2566073 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2566494.250000 Penalty: 5054.249023
	Iteration 7Q: 3 clusters Score -2566494 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2566983.250000 Penalty: 5054.249023
	Iteration 8Q: 3 clusters Score -2566983 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2567524.000000 Penalty: 5054.249023
	Iteration 9Q: 3 clusters Score -2567524 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2568086.000000 Penalty: 5054.249023
	Iteration 10Q: 3 clusters Score -2568086 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2568767.500000 Penalty: 5054.249023
	Iteration 11Q: 3 clusters Score -2568768 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2569463.750000 Penalty: 5054.249023
	Iteration 12Q: 3 clusters Score -2569464 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2570223.250000 Penalty: 5054.249023
	Iteration 13Q: 3 clusters Score -2570223 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2570870.250000 Penalty: 5054.249023
	Iteration 14Q: 3 clusters Score -2570870 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2571439.000000 Penalty: 5054.249023
	Iteration 15Q: 3 clusters Score -2571439 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2571947.000000 Penalty: 5054.249023
	Iteration 16Q: 3 clusters Score -2571947 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2572392.000000 Penalty: 5054.249023
	Iteration 17Q: 3 clusters Score -2572392 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2572750.000000 Penalty: 5054.249023
	Iteration 18Q: 3 clusters Score -2572750 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2573033.750000 Penalty: 5054.249023
	Iteration 19Q: 3 clusters Score -2573034 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2573227.250000 Penalty: 5054.249023
	Iteration 20F: 3 clusters Score -2573227 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2573379.000000 Penalty: 5054.249023
	Iteration 21Q: 3 clusters Score -2573379 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2573494.750000 Penalty: 5054.249023
	Iteration 22Q: 3 clusters Score -2573495 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2573606.000000 Penalty: 5054.249023
	Iteration 23Q: 3 clusters Score -2573606 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2573679.750000 Penalty: 5054.249023
	Iteration 24Q: 3 clusters Score -2573680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2573745.250000 Penalty: 5054.249023
	Iteration 25Q: 3 clusters Score -2573745 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2573789.000000 Penalty: 5054.249023
	Iteration 26Q: 3 clusters Score -2573789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2573815.250000 Penalty: 5054.249023
	Iteration 27Q: 3 clusters Score -2573815 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2573837.250000 Penalty: 5054.249023
	Iteration 28Q: 3 clusters Score -2573837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2573857.250000 Penalty: 5054.249023
	Iteration 29Q: 3 clusters Score -2573857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2573865.000000 Penalty: 5054.249023
	Iteration 30Q: 3 clusters Score -2573865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2573866.750000 Penalty: 5054.249023
	Iteration 31Q: 3 clusters Score -2573867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2573869.250000 Penalty: 5054.249023
	Iteration 32Q: 3 clusters Score -2573869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2573874.750000 Penalty: 5054.249023
	Iteration 33Q: 3 clusters Score -2573875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2573878.250000 Penalty: 5054.249023
	Iteration 34Q: 3 clusters Score -2573878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2573879.250000 Penalty: 5054.249023
	Iteration 35Q: 3 clusters Score -2573879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2573884.250000 Penalty: 5054.249023
	Iteration 36Q: 3 clusters Score -2573884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2573891.500000 Penalty: 5054.249023
	Iteration 37Q: 3 clusters Score -2573892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2573897.000000 Penalty: 5054.249023
	Iteration 38Q: 3 clusters Score -2573897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2573895.500000 Penalty: 5054.249023
	Iteration 39Q: 3 clusters Score -2573896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2573899.000000 Penalty: 5054.249023
	Iteration 40F: 3 clusters Score -2573899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2573898.750000 Penalty: 5054.249023
	Iteration 41Q: 3 clusters Score -2573899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2573898.750000 Penalty: 5054.249023
	Iteration 42F: 3 clusters Score -2573899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (307473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307473 members 
Entering Unmasked Estep 
Score: -30112960.000000 Penalty: 3133.763428
	Iteration 0F: 2 clusters Score -3.011296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154116 members 
Mstep: Class 2 contains 153357 members 
Entering Unmasked Estep 
Score: -29916826.000000 Penalty: 6267.526855
	Iteration 0F: 3 clusters Score -2.991683e+07 nChanged 148898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165716 members 
Mstep: Class 2 contains 141757 members 
Entering Unmasked Estep 
Score: -30007290.000000 Penalty: 6267.526855
	Iteration 1F: 3 clusters Score -3.000729e+07 nChanged 12238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174038 members 
Mstep: Class 2 contains 133435 members 
Entering Unmasked Estep 
Score: -30011346.000000 Penalty: 6267.526855
	Iteration 2Q: 3 clusters Score -3.001135e+07 nChanged 16526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186732 members 
Mstep: Class 2 contains 120741 members 
Entering Unmasked Estep 
Score: -30018394.000000 Penalty: 6267.526855
	Iteration 3F: 3 clusters Score -3.001839e+07 nChanged 21364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204624 members 
Mstep: Class 2 contains 102849 members 
Entering Unmasked Estep 
Score: -30030124.000000 Penalty: 6267.526855
	Iteration 4F: 3 clusters Score -3.003012e+07 nChanged 24627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226125 members 
Mstep: Class 2 contains 81348 members 
Entering Unmasked Estep 
Score: -30045390.000000 Penalty: 6267.526855
	Iteration 5F: 3 clusters Score -3.004539e+07 nChanged 23634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247517 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -30061490.000000 Penalty: 6267.526855
	Iteration 6F: 3 clusters Score -3.006149e+07 nChanged 19619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266036 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -30075774.000000 Penalty: 6267.526855
	Iteration 7F: 3 clusters Score -3.007577e+07 nChanged 14963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280713 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -30087518.000000 Penalty: 6267.526855
	Iteration 8Q: 3 clusters Score -3.008752e+07 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291512 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -30096724.000000 Penalty: 6267.526855
	Iteration 9Q: 3 clusters Score -3.009672e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298676 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -30102836.000000 Penalty: 6267.526855
	Iteration 10Q: 3 clusters Score -3.010284e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302916 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -30106626.000000 Penalty: 6267.526855
	Iteration 11Q: 3 clusters Score -3.010663e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305039 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -30108428.000000 Penalty: 6267.526855
	Iteration 12Q: 3 clusters Score -3.010843e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305972 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -30109234.000000 Penalty: 6267.526855
	Iteration 13Q: 3 clusters Score -3.010923e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306392 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -30109682.000000 Penalty: 6267.526855
	Iteration 14Q: 3 clusters Score -3.010968e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306573 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -30109914.000000 Penalty: 6267.526855
	Iteration 15Q: 3 clusters Score -3.010991e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306673 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -30110024.000000 Penalty: 6267.526855
	Iteration 16Q: 3 clusters Score -3.011002e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306707 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -30110126.000000 Penalty: 6267.526855
	Iteration 17Q: 3 clusters Score -3.011013e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306724 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -30110172.000000 Penalty: 6267.526855
	Iteration 18Q: 3 clusters Score -3.011017e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306738 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -30110186.000000 Penalty: 6267.526855
	Iteration 19Q: 3 clusters Score -3.011019e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306747 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -30110210.000000 Penalty: 6267.526855
	Iteration 20F: 3 clusters Score -3.011021e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306753 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -30110228.000000 Penalty: 6267.526855
	Iteration 21Q: 3 clusters Score -3.011023e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306756 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -30110206.000000 Penalty: 6267.526855
	Iteration 22Q: 3 clusters Score -3.011021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306755 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -30110198.000000 Penalty: 6267.526855
	Iteration 23Q: 3 clusters Score -3.01102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306756 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -30110202.000000 Penalty: 6267.526855
	Iteration 24Q: 3 clusters Score -3.01102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306759 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -30110180.000000 Penalty: 6267.526855
	Iteration 25Q: 3 clusters Score -3.011018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306765 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -30110222.000000 Penalty: 6267.526855
	Iteration 26Q: 3 clusters Score -3.011022e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306778 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -30110208.000000 Penalty: 6267.526855
	Iteration 27Q: 3 clusters Score -3.011021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306777 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -30110230.000000 Penalty: 6267.526855
	Iteration 28Q: 3 clusters Score -3.011023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306778 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -30110238.000000 Penalty: 6267.526855
	Iteration 29Q: 3 clusters Score -3.011024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306782 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -30110246.000000 Penalty: 6267.526855
	Iteration 30Q: 3 clusters Score -3.011025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306784 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -30110246.000000 Penalty: 6267.526855
	Iteration 31Q: 3 clusters Score -3.011025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306789 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -30110250.000000 Penalty: 6267.526855
	Iteration 32Q: 3 clusters Score -3.011025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306792 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -30110252.000000 Penalty: 6267.526855
	Iteration 33Q: 3 clusters Score -3.011025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306796 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -30110254.000000 Penalty: 6267.526855
	Iteration 34Q: 3 clusters Score -3.011025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306798 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -30110246.000000 Penalty: 6267.526855
	Iteration 35Q: 3 clusters Score -3.011025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306799 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -30110248.000000 Penalty: 6267.526855
	Iteration 36Q: 3 clusters Score -3.011025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306800 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -30110254.000000 Penalty: 6267.526855
	Iteration 37Q: 3 clusters Score -3.011025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306801 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -30110258.000000 Penalty: 6267.526855
	Iteration 38Q: 3 clusters Score -3.011026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306801 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -30110258.000000 Penalty: 6267.526855
	Iteration 39F: 3 clusters Score -3.011026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Entering Unmasked Estep 
Score: -491225.593750 Penalty: 2128.114258
	Iteration 0F: 2 clusters Score -491225.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -486464.156250 Penalty: 4256.228516
	Iteration 0F: 3 clusters Score -486464.2 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -487634.250000 Penalty: 4256.228516
	Iteration 1F: 3 clusters Score -487634.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -487846.031250 Penalty: 4256.228516
	Iteration 2F: 3 clusters Score -487846 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -487971.906250 Penalty: 4256.228516
	Iteration 3Q: 3 clusters Score -487971.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -488053.562500 Penalty: 4256.228516
	Iteration 4Q: 3 clusters Score -488053.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -488121.156250 Penalty: 4256.228516
	Iteration 5Q: 3 clusters Score -488121.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -488169.406250 Penalty: 4256.228516
	Iteration 6Q: 3 clusters Score -488169.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -488210.625000 Penalty: 4256.228516
	Iteration 7Q: 3 clusters Score -488210.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -488248.375000 Penalty: 4256.228516
	Iteration 8Q: 3 clusters Score -488248.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -488276.531250 Penalty: 4256.228516
	Iteration 9Q: 3 clusters Score -488276.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -488299.375000 Penalty: 4256.228516
	Iteration 10Q: 3 clusters Score -488299.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -488322.718750 Penalty: 4256.228516
	Iteration 11Q: 3 clusters Score -488322.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -488343.000000 Penalty: 4256.228516
	Iteration 12Q: 3 clusters Score -488343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -488360.125000 Penalty: 4256.228516
	Iteration 13Q: 3 clusters Score -488360.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -488376.906250 Penalty: 4256.228516
	Iteration 14Q: 3 clusters Score -488376.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -488393.125000 Penalty: 4256.228516
	Iteration 15Q: 3 clusters Score -488393.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -488402.281250 Penalty: 4256.228516
	Iteration 16Q: 3 clusters Score -488402.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -488414.468750 Penalty: 4256.228516
	Iteration 17Q: 3 clusters Score -488414.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -488428.781250 Penalty: 4256.228516
	Iteration 18Q: 3 clusters Score -488428.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -488439.031250 Penalty: 4256.228516
	Iteration 19Q: 3 clusters Score -488439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -488447.500000 Penalty: 4256.228516
	Iteration 20F: 3 clusters Score -488447.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -488458.406250 Penalty: 4256.228516
	Iteration 21Q: 3 clusters Score -488458.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -488472.687500 Penalty: 4256.228516
	Iteration 22Q: 3 clusters Score -488472.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -488491.500000 Penalty: 4256.228516
	Iteration 23Q: 3 clusters Score -488491.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -488505.000000 Penalty: 4256.228516
	Iteration 24Q: 3 clusters Score -488505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -488522.062500 Penalty: 4256.228516
	Iteration 25Q: 3 clusters Score -488522.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -488538.125000 Penalty: 4256.228516
	Iteration 26Q: 3 clusters Score -488538.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -488556.375000 Penalty: 4256.228516
	Iteration 27Q: 3 clusters Score -488556.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -488576.375000 Penalty: 4256.228516
	Iteration 28Q: 3 clusters Score -488576.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -488602.250000 Penalty: 4256.228516
	Iteration 29Q: 3 clusters Score -488602.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -488633.406250 Penalty: 4256.228516
	Iteration 30Q: 3 clusters Score -488633.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -488662.906250 Penalty: 4256.228516
	Iteration 31Q: 3 clusters Score -488662.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -488702.625000 Penalty: 4256.228516
	Iteration 32Q: 3 clusters Score -488702.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -488748.656250 Penalty: 4256.228516
	Iteration 33Q: 3 clusters Score -488748.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -488814.750000 Penalty: 4256.228516
	Iteration 34Q: 3 clusters Score -488814.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -488897.250000 Penalty: 4256.228516
	Iteration 35Q: 3 clusters Score -488897.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -488988.281250 Penalty: 4256.228516
	Iteration 36Q: 3 clusters Score -488988.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -489072.562500 Penalty: 4256.228516
	Iteration 37Q: 3 clusters Score -489072.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -489174.437500 Penalty: 4256.228516
	Iteration 38Q: 3 clusters Score -489174.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -489264.468750 Penalty: 4256.228516
	Iteration 39Q: 3 clusters Score -489264.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -489374.250000 Penalty: 4256.228516
	Iteration 40F: 3 clusters Score -489374.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -489523.531250 Penalty: 4256.228516
	Iteration 41Q: 3 clusters Score -489523.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -489623.750000 Penalty: 4256.228516
	Iteration 42Q: 3 clusters Score -489623.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -489683.937500 Penalty: 4256.228516
	Iteration 43Q: 3 clusters Score -489683.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -489718.687500 Penalty: 4256.228516
	Iteration 44Q: 3 clusters Score -489718.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -489748.500000 Penalty: 4256.228516
	Iteration 45Q: 3 clusters Score -489748.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -489763.656250 Penalty: 4256.228516
	Iteration 46Q: 3 clusters Score -489763.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -489772.156250 Penalty: 4256.228516
	Iteration 47Q: 3 clusters Score -489772.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -489778.062500 Penalty: 4256.228516
	Iteration 48Q: 3 clusters Score -489778.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -489784.906250 Penalty: 4256.228516
	Iteration 49Q: 3 clusters Score -489784.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -489788.312500 Penalty: 4256.228516
	Iteration 50Q: 3 clusters Score -489788.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -489791.250000 Penalty: 4256.228516
	Iteration 51Q: 3 clusters Score -489791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -489793.718750 Penalty: 4256.228516
	Iteration 52Q: 3 clusters Score -489793.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -489794.562500 Penalty: 4256.228516
	Iteration 53Q: 3 clusters Score -489794.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -489794.562500 Penalty: 4256.228516
	Iteration 54F: 3 clusters Score -489794.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Entering Unmasked Estep 
Score: -2219664.000000 Penalty: 2508.761719
	Iteration 0F: 2 clusters Score -2219664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2202512.500000 Penalty: 5017.523438
	Iteration 0F: 3 clusters Score -2202512 nChanged 11095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2209040.000000 Penalty: 5017.523438
	Iteration 1F: 3 clusters Score -2209040 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2210024.250000 Penalty: 5017.523438
	Iteration 2F: 3 clusters Score -2210024 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2211071.500000 Penalty: 5017.523438
	Iteration 3F: 3 clusters Score -2211072 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2212191.500000 Penalty: 5017.523438
	Iteration 4F: 3 clusters Score -2212192 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2213233.500000 Penalty: 5017.523438
	Iteration 5F: 3 clusters Score -2213234 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2214008.000000 Penalty: 5017.523438
	Iteration 6F: 3 clusters Score -2214008 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2214638.250000 Penalty: 5017.523438
	Iteration 7Q: 3 clusters Score -2214638 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2215254.750000 Penalty: 5017.523438
	Iteration 8Q: 3 clusters Score -2215255 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2215836.500000 Penalty: 5017.523438
	Iteration 9Q: 3 clusters Score -2215836 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2216298.500000 Penalty: 5017.523438
	Iteration 10Q: 3 clusters Score -2216298 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2216687.250000 Penalty: 5017.523438
	Iteration 11Q: 3 clusters Score -2216687 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2217057.500000 Penalty: 5017.523438
	Iteration 12Q: 3 clusters Score -2217058 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2217385.500000 Penalty: 5017.523438
	Iteration 13Q: 3 clusters Score -2217386 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2217651.250000 Penalty: 5017.523438
	Iteration 14Q: 3 clusters Score -2217651 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2217858.750000 Penalty: 5017.523438
	Iteration 15Q: 3 clusters Score -2217859 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2217992.000000 Penalty: 5017.523438
	Iteration 16Q: 3 clusters Score -2217992 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2218070.750000 Penalty: 5017.523438
	Iteration 17Q: 3 clusters Score -2218071 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2218108.750000 Penalty: 5017.523438
	Iteration 18Q: 3 clusters Score -2218109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2218127.750000 Penalty: 5017.523438
	Iteration 19Q: 3 clusters Score -2218128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2218142.500000 Penalty: 5017.523438
	Iteration 20F: 3 clusters Score -2218142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2218151.500000 Penalty: 5017.523438
	Iteration 21Q: 3 clusters Score -2218152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2218170.000000 Penalty: 5017.523438
	Iteration 22Q: 3 clusters Score -2218170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2218181.500000 Penalty: 5017.523438
	Iteration 23Q: 3 clusters Score -2218182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2218188.500000 Penalty: 5017.523438
	Iteration 24Q: 3 clusters Score -2218188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2218192.250000 Penalty: 5017.523438
	Iteration 25Q: 3 clusters Score -2218192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2218202.000000 Penalty: 5017.523438
	Iteration 26Q: 3 clusters Score -2218202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2218213.500000 Penalty: 5017.523438
	Iteration 27Q: 3 clusters Score -2218214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2218217.250000 Penalty: 5017.523438
	Iteration 28Q: 3 clusters Score -2218217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2218216.250000 Penalty: 5017.523438
	Iteration 29Q: 3 clusters Score -2218216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2218218.250000 Penalty: 5017.523438
	Iteration 30Q: 3 clusters Score -2218218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2218217.250000 Penalty: 5017.523438
	Iteration 31Q: 3 clusters Score -2218217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2218222.750000 Penalty: 5017.523438
	Iteration 32Q: 3 clusters Score -2218223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2218220.500000 Penalty: 5017.523438
	Iteration 33Q: 3 clusters Score -2218220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2218224.500000 Penalty: 5017.523438
	Iteration 34Q: 3 clusters Score -2218224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2218225.000000 Penalty: 5017.523438
	Iteration 35Q: 3 clusters Score -2218225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2218225.000000 Penalty: 5017.523438
	Iteration 36Q: 3 clusters Score -2218225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2218228.750000 Penalty: 5017.523438
	Iteration 37Q: 3 clusters Score -2218229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2218228.750000 Penalty: 5017.523438
	Iteration 38Q: 3 clusters Score -2218229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2218230.250000 Penalty: 5017.523438
	Iteration 39Q: 3 clusters Score -2218230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2218231.250000 Penalty: 5017.523438
	Iteration 40F: 3 clusters Score -2218231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2218230.750000 Penalty: 5017.523438
	Iteration 41Q: 3 clusters Score -2218231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2218231.000000 Penalty: 5017.523438
	Iteration 42Q: 3 clusters Score -2218231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2218233.000000 Penalty: 5017.523438
	Iteration 43Q: 3 clusters Score -2218233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2218233.750000 Penalty: 5017.523438
	Iteration 44Q: 3 clusters Score -2218234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2218238.750000 Penalty: 5017.523438
	Iteration 45Q: 3 clusters Score -2218239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2218236.000000 Penalty: 5017.523438
	Iteration 46Q: 3 clusters Score -2218236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2218234.000000 Penalty: 5017.523438
	Iteration 47Q: 3 clusters Score -2218234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2218237.000000 Penalty: 5017.523438
	Iteration 48Q: 3 clusters Score -2218237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2218246.500000 Penalty: 5017.523438
	Iteration 49Q: 3 clusters Score -2218246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2218247.750000 Penalty: 5017.523438
	Iteration 50Q: 3 clusters Score -2218248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2218247.000000 Penalty: 5017.523438
	Iteration 51Q: 3 clusters Score -2218247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2218247.750000 Penalty: 5017.523438
	Iteration 52Q: 3 clusters Score -2218248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2218250.750000 Penalty: 5017.523438
	Iteration 53Q: 3 clusters Score -2218251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2218247.750000 Penalty: 5017.523438
	Iteration 54Q: 3 clusters Score -2218248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2218247.500000 Penalty: 5017.523438
	Iteration 55Q: 3 clusters Score -2218248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2218249.000000 Penalty: 5017.523438
	Iteration 56Q: 3 clusters Score -2218249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2218248.250000 Penalty: 5017.523438
	Iteration 57Q: 3 clusters Score -2218248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2218248.250000 Penalty: 5017.523438
	Iteration 58F: 3 clusters Score -2218248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (223246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223246 members 
Entering Unmasked Estep 
Score: -21953986.000000 Penalty: 3054.375244
	Iteration 0F: 2 clusters Score -2.195399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111608 members 
Mstep: Class 2 contains 111638 members 
Entering Unmasked Estep 
Score: -21805602.000000 Penalty: 6108.750488
	Iteration 0F: 3 clusters Score -2.18056e+07 nChanged 107707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112611 members 
Mstep: Class 2 contains 110635 members 
Entering Unmasked Estep 
Score: -21868802.000000 Penalty: 6108.750488
	Iteration 1F: 3 clusters Score -2.18688e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113563 members 
Mstep: Class 2 contains 109683 members 
Entering Unmasked Estep 
Score: -21869970.000000 Penalty: 6108.750488
	Iteration 2Q: 3 clusters Score -2.186997e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115093 members 
Mstep: Class 2 contains 108153 members 
Entering Unmasked Estep 
Score: -21871646.000000 Penalty: 6108.750488
	Iteration 3Q: 3 clusters Score -2.187165e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117574 members 
Mstep: Class 2 contains 105672 members 
Entering Unmasked Estep 
Score: -21873860.000000 Penalty: 6108.750488
	Iteration 4Q: 3 clusters Score -2.187386e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121397 members 
Mstep: Class 2 contains 101849 members 
Entering Unmasked Estep 
Score: -21876724.000000 Penalty: 6108.750488
	Iteration 5Q: 3 clusters Score -2.187672e+07 nChanged 10725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126956 members 
Mstep: Class 2 contains 96290 members 
Entering Unmasked Estep 
Score: -21880918.000000 Penalty: 6108.750488
	Iteration 6Q: 3 clusters Score -2.188092e+07 nChanged 12319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134481 members 
Mstep: Class 2 contains 88765 members 
Entering Unmasked Estep 
Score: -21886758.000000 Penalty: 6108.750488
	Iteration 7F: 3 clusters Score -2.188676e+07 nChanged 13563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144054 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -21893668.000000 Penalty: 6108.750488
	Iteration 8F: 3 clusters Score -2.189367e+07 nChanged 14113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155431 members 
Mstep: Class 2 contains 67815 members 
Entering Unmasked Estep 
Score: -21902044.000000 Penalty: 6108.750488
	Iteration 9F: 3 clusters Score -2.190204e+07 nChanged 13813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167838 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -21910918.000000 Penalty: 6108.750488
	Iteration 10F: 3 clusters Score -2.191092e+07 nChanged 13261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180621 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -21919758.000000 Penalty: 6108.750488
	Iteration 11F: 3 clusters Score -2.191976e+07 nChanged 12285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192824 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -21928304.000000 Penalty: 6108.750488
	Iteration 12F: 3 clusters Score -2.19283e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203277 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -21935996.000000 Penalty: 6108.750488
	Iteration 13Q: 3 clusters Score -2.1936e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211413 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -21942200.000000 Penalty: 6108.750488
	Iteration 14Q: 3 clusters Score -2.19422e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216964 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -21946734.000000 Penalty: 6108.750488
	Iteration 15Q: 3 clusters Score -2.194673e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220080 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -21949260.000000 Penalty: 6108.750488
	Iteration 16Q: 3 clusters Score -2.194926e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221513 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -21950470.000000 Penalty: 6108.750488
	Iteration 17Q: 3 clusters Score -2.195047e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222063 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21950936.000000 Penalty: 6108.750488
	Iteration 18Q: 3 clusters Score -2.195094e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222306 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -21951078.000000 Penalty: 6108.750488
	Iteration 19Q: 3 clusters Score -2.195108e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222435 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -21951230.000000 Penalty: 6108.750488
	Iteration 20F: 3 clusters Score -2.195123e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222501 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -21951318.000000 Penalty: 6108.750488
	Iteration 21Q: 3 clusters Score -2.195132e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222541 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -21951350.000000 Penalty: 6108.750488
	Iteration 22Q: 3 clusters Score -2.195135e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222569 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -21951384.000000 Penalty: 6108.750488
	Iteration 23Q: 3 clusters Score -2.195138e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222591 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -21951420.000000 Penalty: 6108.750488
	Iteration 24Q: 3 clusters Score -2.195142e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222604 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -21951444.000000 Penalty: 6108.750488
	Iteration 25Q: 3 clusters Score -2.195144e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222618 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -21951484.000000 Penalty: 6108.750488
	Iteration 26Q: 3 clusters Score -2.195148e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222627 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -21951504.000000 Penalty: 6108.750488
	Iteration 27Q: 3 clusters Score -2.19515e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222624 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -21951508.000000 Penalty: 6108.750488
	Iteration 28Q: 3 clusters Score -2.195151e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222620 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -21951540.000000 Penalty: 6108.750488
	Iteration 29Q: 3 clusters Score -2.195154e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222621 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -21951546.000000 Penalty: 6108.750488
	Iteration 30Q: 3 clusters Score -2.195155e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222621 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -21951552.000000 Penalty: 6108.750488
	Iteration 31Q: 3 clusters Score -2.195155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222620 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -21951542.000000 Penalty: 6108.750488
	Iteration 32Q: 3 clusters Score -2.195154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222622 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -21951550.000000 Penalty: 6108.750488
	Iteration 33Q: 3 clusters Score -2.195155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222624 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -21951534.000000 Penalty: 6108.750488
	Iteration 34Q: 3 clusters Score -2.195153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222625 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -21951534.000000 Penalty: 6108.750488
	Iteration 35Q: 3 clusters Score -2.195153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222626 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -21951534.000000 Penalty: 6108.750488
	Iteration 36Q: 3 clusters Score -2.195153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222627 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -21951552.000000 Penalty: 6108.750488
	Iteration 37Q: 3 clusters Score -2.195155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222628 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -21951556.000000 Penalty: 6108.750488
	Iteration 38Q: 3 clusters Score -2.195156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222627 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -21951562.000000 Penalty: 6108.750488
	Iteration 39Q: 3 clusters Score -2.195156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222625 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -21951574.000000 Penalty: 6108.750488
	Iteration 40F: 3 clusters Score -2.195157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Entering Unmasked Estep 
Score: -1026233.312500 Penalty: 2293.915039
	Iteration 0F: 2 clusters Score -1026233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1018366.437500 Penalty: 4587.830078
	Iteration 0F: 3 clusters Score -1018366 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1020702.750000 Penalty: 4587.830078
	Iteration 1F: 3 clusters Score -1020703 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1020981.187500 Penalty: 4587.830078
	Iteration 2F: 3 clusters Score -1020981 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1021151.375000 Penalty: 4587.830078
	Iteration 3Q: 3 clusters Score -1021151 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1021261.812500 Penalty: 4587.830078
	Iteration 4Q: 3 clusters Score -1021262 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1021351.937500 Penalty: 4587.830078
	Iteration 5Q: 3 clusters Score -1021352 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1021418.125000 Penalty: 4587.830078
	Iteration 6Q: 3 clusters Score -1021418 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1021464.312500 Penalty: 4587.830078
	Iteration 7Q: 3 clusters Score -1021464 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1021511.812500 Penalty: 4587.830078
	Iteration 8Q: 3 clusters Score -1021512 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1021553.062500 Penalty: 4587.830078
	Iteration 9Q: 3 clusters Score -1021553 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1021597.750000 Penalty: 4587.830078
	Iteration 10Q: 3 clusters Score -1021598 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1021646.437500 Penalty: 4587.830078
	Iteration 11Q: 3 clusters Score -1021646 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1021699.000000 Penalty: 4587.830078
	Iteration 12Q: 3 clusters Score -1021699 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1021770.312500 Penalty: 4587.830078
	Iteration 13Q: 3 clusters Score -1021770 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1021850.687500 Penalty: 4587.830078
	Iteration 14Q: 3 clusters Score -1021851 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1021949.000000 Penalty: 4587.830078
	Iteration 15Q: 3 clusters Score -1021949 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1022069.750000 Penalty: 4587.830078
	Iteration 16Q: 3 clusters Score -1022070 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1022228.562500 Penalty: 4587.830078
	Iteration 17Q: 3 clusters Score -1022229 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1022424.312500 Penalty: 4587.830078
	Iteration 18Q: 3 clusters Score -1022424 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1022681.687500 Penalty: 4587.830078
	Iteration 19Q: 3 clusters Score -1022682 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1023002.187500 Penalty: 4587.830078
	Iteration 20F: 3 clusters Score -1023002 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1023330.937500 Penalty: 4587.830078
	Iteration 21Q: 3 clusters Score -1023331 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1023583.250000 Penalty: 4587.830078
	Iteration 22Q: 3 clusters Score -1023583 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1023787.375000 Penalty: 4587.830078
	Iteration 23Q: 3 clusters Score -1023787 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1023936.437500 Penalty: 4587.830078
	Iteration 24Q: 3 clusters Score -1023936 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1024014.000000 Penalty: 4587.830078
	Iteration 25Q: 3 clusters Score -1024014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1024056.375000 Penalty: 4587.830078
	Iteration 26Q: 3 clusters Score -1024056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1024096.062500 Penalty: 4587.830078
	Iteration 27Q: 3 clusters Score -1024096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1024128.437500 Penalty: 4587.830078
	Iteration 28Q: 3 clusters Score -1024128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1024162.937500 Penalty: 4587.830078
	Iteration 29Q: 3 clusters Score -1024163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1024189.687500 Penalty: 4587.830078
	Iteration 30Q: 3 clusters Score -1024190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1024207.687500 Penalty: 4587.830078
	Iteration 31Q: 3 clusters Score -1024208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1024217.125000 Penalty: 4587.830078
	Iteration 32Q: 3 clusters Score -1024217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1024226.125000 Penalty: 4587.830078
	Iteration 33Q: 3 clusters Score -1024226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1024229.062500 Penalty: 4587.830078
	Iteration 34Q: 3 clusters Score -1024229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1024229.750000 Penalty: 4587.830078
	Iteration 35Q: 3 clusters Score -1024230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1024231.875000 Penalty: 4587.830078
	Iteration 36Q: 3 clusters Score -1024232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1024231.875000 Penalty: 4587.830078
	Iteration 37F: 3 clusters Score -1024232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Entering Unmasked Estep 
Score: -2196570.500000 Penalty: 2487.928223
	Iteration 0F: 2 clusters Score -2196570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2180677.250000 Penalty: 4975.856445
	Iteration 0F: 3 clusters Score -2180677 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2186137.750000 Penalty: 4975.856445
	Iteration 1F: 3 clusters Score -2186138 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2186650.250000 Penalty: 4975.856445
	Iteration 2F: 3 clusters Score -2186650 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2187193.250000 Penalty: 4975.856445
	Iteration 3F: 3 clusters Score -2187193 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2187761.000000 Penalty: 4975.856445
	Iteration 4F: 3 clusters Score -2187761 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2188442.750000 Penalty: 4975.856445
	Iteration 5F: 3 clusters Score -2188443 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2189269.000000 Penalty: 4975.856445
	Iteration 6F: 3 clusters Score -2189269 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2190223.000000 Penalty: 4975.856445
	Iteration 7F: 3 clusters Score -2190223 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2191240.500000 Penalty: 4975.856445
	Iteration 8F: 3 clusters Score -2191240 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2192046.000000 Penalty: 4975.856445
	Iteration 9F: 3 clusters Score -2192046 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2192604.000000 Penalty: 4975.856445
	Iteration 10Q: 3 clusters Score -2192604 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2192935.750000 Penalty: 4975.856445
	Iteration 11Q: 3 clusters Score -2192936 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2193132.750000 Penalty: 4975.856445
	Iteration 12Q: 3 clusters Score -2193133 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2193269.250000 Penalty: 4975.856445
	Iteration 13Q: 3 clusters Score -2193269 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2193393.500000 Penalty: 4975.856445
	Iteration 14Q: 3 clusters Score -2193394 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2193476.750000 Penalty: 4975.856445
	Iteration 15Q: 3 clusters Score -2193477 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2193530.500000 Penalty: 4975.856445
	Iteration 16Q: 3 clusters Score -2193530 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2193575.500000 Penalty: 4975.856445
	Iteration 17Q: 3 clusters Score -2193576 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2193611.250000 Penalty: 4975.856445
	Iteration 18Q: 3 clusters Score -2193611 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2193634.750000 Penalty: 4975.856445
	Iteration 19Q: 3 clusters Score -2193635 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2193655.750000 Penalty: 4975.856445
	Iteration 20F: 3 clusters Score -2193656 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2193679.250000 Penalty: 4975.856445
	Iteration 21Q: 3 clusters Score -2193679 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2193690.500000 Penalty: 4975.856445
	Iteration 22Q: 3 clusters Score -2193690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2193699.000000 Penalty: 4975.856445
	Iteration 23Q: 3 clusters Score -2193699 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2193701.500000 Penalty: 4975.856445
	Iteration 24Q: 3 clusters Score -2193702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2193705.750000 Penalty: 4975.856445
	Iteration 25Q: 3 clusters Score -2193706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2193711.000000 Penalty: 4975.856445
	Iteration 26Q: 3 clusters Score -2193711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2193711.500000 Penalty: 4975.856445
	Iteration 27Q: 3 clusters Score -2193712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2193716.500000 Penalty: 4975.856445
	Iteration 28Q: 3 clusters Score -2193716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2193714.750000 Penalty: 4975.856445
	Iteration 29Q: 3 clusters Score -2193715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2193717.000000 Penalty: 4975.856445
	Iteration 30Q: 3 clusters Score -2193717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2193720.000000 Penalty: 4975.856445
	Iteration 31Q: 3 clusters Score -2193720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2193720.500000 Penalty: 4975.856445
	Iteration 32Q: 3 clusters Score -2193720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2193722.500000 Penalty: 4975.856445
	Iteration 33Q: 3 clusters Score -2193722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2193723.000000 Penalty: 4975.856445
	Iteration 34Q: 3 clusters Score -2193723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2193720.750000 Penalty: 4975.856445
	Iteration 35Q: 3 clusters Score -2193721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2193717.500000 Penalty: 4975.856445
	Iteration 36Q: 3 clusters Score -2193718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2193718.250000 Penalty: 4975.856445
	Iteration 37Q: 3 clusters Score -2193718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2193722.250000 Penalty: 4975.856445
	Iteration 38Q: 3 clusters Score -2193722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2193723.750000 Penalty: 4975.856445
	Iteration 39Q: 3 clusters Score -2193724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2193724.500000 Penalty: 4975.856445
	Iteration 40F: 3 clusters Score -2193724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2193723.500000 Penalty: 4975.856445
	Iteration 41Q: 3 clusters Score -2193724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2193720.500000 Penalty: 4975.856445
	Iteration 42Q: 3 clusters Score -2193720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2193722.750000 Penalty: 4975.856445
	Iteration 43Q: 3 clusters Score -2193723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2193718.000000 Penalty: 4975.856445
	Iteration 44Q: 3 clusters Score -2193718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2193718.750000 Penalty: 4975.856445
	Iteration 45Q: 3 clusters Score -2193719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2193719.000000 Penalty: 4975.856445
	Iteration 46Q: 3 clusters Score -2193719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2193720.500000 Penalty: 4975.856445
	Iteration 47Q: 3 clusters Score -2193720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2193718.750000 Penalty: 4975.856445
	Iteration 48Q: 3 clusters Score -2193719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2193721.000000 Penalty: 4975.856445
	Iteration 49Q: 3 clusters Score -2193721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2193720.250000 Penalty: 4975.856445
	Iteration 50Q: 3 clusters Score -2193720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2193723.000000 Penalty: 4975.856445
	Iteration 51Q: 3 clusters Score -2193723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2193723.250000 Penalty: 4975.856445
	Iteration 52Q: 3 clusters Score -2193723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2193720.750000 Penalty: 4975.856445
	Iteration 53Q: 3 clusters Score -2193721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2193718.750000 Penalty: 4975.856445
	Iteration 54Q: 3 clusters Score -2193719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2193719.500000 Penalty: 4975.856445
	Iteration 55Q: 3 clusters Score -2193720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2193718.250000 Penalty: 4975.856445
	Iteration 56Q: 3 clusters Score -2193718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2193718.250000 Penalty: 4975.856445
	Iteration 57F: 3 clusters Score -2193718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Entering Unmasked Estep 
Score: -1075763.375000 Penalty: 2314.583984
	Iteration 0F: 2 clusters Score -1075763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1067178.500000 Penalty: 4629.167969
	Iteration 0F: 3 clusters Score -1067178 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1069715.000000 Penalty: 4629.167969
	Iteration 1F: 3 clusters Score -1069715 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1070105.375000 Penalty: 4629.167969
	Iteration 2F: 3 clusters Score -1070105 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1070463.375000 Penalty: 4629.167969
	Iteration 3F: 3 clusters Score -1070463 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1070865.875000 Penalty: 4629.167969
	Iteration 4F: 3 clusters Score -1070866 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1071264.500000 Penalty: 4629.167969
	Iteration 5F: 3 clusters Score -1071264 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1071659.250000 Penalty: 4629.167969
	Iteration 6F: 3 clusters Score -1071659 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1072044.250000 Penalty: 4629.167969
	Iteration 7F: 3 clusters Score -1072044 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1072416.500000 Penalty: 4629.167969
	Iteration 8Q: 3 clusters Score -1072416 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1072750.375000 Penalty: 4629.167969
	Iteration 9Q: 3 clusters Score -1072750 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1072999.500000 Penalty: 4629.167969
	Iteration 10Q: 3 clusters Score -1073000 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1073183.375000 Penalty: 4629.167969
	Iteration 11Q: 3 clusters Score -1073183 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1073308.125000 Penalty: 4629.167969
	Iteration 12Q: 3 clusters Score -1073308 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1073394.625000 Penalty: 4629.167969
	Iteration 13Q: 3 clusters Score -1073395 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1073462.250000 Penalty: 4629.167969
	Iteration 14Q: 3 clusters Score -1073462 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1073516.625000 Penalty: 4629.167969
	Iteration 15Q: 3 clusters Score -1073517 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1073571.125000 Penalty: 4629.167969
	Iteration 16Q: 3 clusters Score -1073571 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1073621.375000 Penalty: 4629.167969
	Iteration 17Q: 3 clusters Score -1073621 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1073672.500000 Penalty: 4629.167969
	Iteration 18Q: 3 clusters Score -1073672 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1073727.250000 Penalty: 4629.167969
	Iteration 19Q: 3 clusters Score -1073727 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1073788.000000 Penalty: 4629.167969
	Iteration 20F: 3 clusters Score -1073788 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1073860.500000 Penalty: 4629.167969
	Iteration 21Q: 3 clusters Score -1073860 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1073960.750000 Penalty: 4629.167969
	Iteration 22Q: 3 clusters Score -1073961 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1074075.125000 Penalty: 4629.167969
	Iteration 23Q: 3 clusters Score -1074075 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1074194.250000 Penalty: 4629.167969
	Iteration 24Q: 3 clusters Score -1074194 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1074295.500000 Penalty: 4629.167969
	Iteration 25Q: 3 clusters Score -1074296 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1074364.000000 Penalty: 4629.167969
	Iteration 26Q: 3 clusters Score -1074364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1074438.750000 Penalty: 4629.167969
	Iteration 27Q: 3 clusters Score -1074439 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1074497.125000 Penalty: 4629.167969
	Iteration 28Q: 3 clusters Score -1074497 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1074534.375000 Penalty: 4629.167969
	Iteration 29Q: 3 clusters Score -1074534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1074551.375000 Penalty: 4629.167969
	Iteration 30Q: 3 clusters Score -1074551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1074559.500000 Penalty: 4629.167969
	Iteration 31Q: 3 clusters Score -1074560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1074564.375000 Penalty: 4629.167969
	Iteration 32Q: 3 clusters Score -1074564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1074562.625000 Penalty: 4629.167969
	Iteration 33Q: 3 clusters Score -1074563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1074561.875000 Penalty: 4629.167969
	Iteration 34Q: 3 clusters Score -1074562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1074566.125000 Penalty: 4629.167969
	Iteration 35Q: 3 clusters Score -1074566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1074570.500000 Penalty: 4629.167969
	Iteration 36Q: 3 clusters Score -1074570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1074570.500000 Penalty: 4629.167969
	Iteration 37F: 3 clusters Score -1074570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (228889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228889 members 
Entering Unmasked Estep 
Score: -22530518.000000 Penalty: 3060.565918
	Iteration 0F: 2 clusters Score -2.253052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114262 members 
Mstep: Class 2 contains 114627 members 
Entering Unmasked Estep 
Score: -22377614.000000 Penalty: 6121.131836
	Iteration 0F: 3 clusters Score -2.237761e+07 nChanged 110197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111125 members 
Mstep: Class 2 contains 117764 members 
Entering Unmasked Estep 
Score: -22442158.000000 Penalty: 6121.131836
	Iteration 1F: 3 clusters Score -2.244216e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109056 members 
Mstep: Class 2 contains 119833 members 
Entering Unmasked Estep 
Score: -22443878.000000 Penalty: 6121.131836
	Iteration 2Q: 3 clusters Score -2.244388e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 123021 members 
Entering Unmasked Estep 
Score: -22446222.000000 Penalty: 6121.131836
	Iteration 3Q: 3 clusters Score -2.244622e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100910 members 
Mstep: Class 2 contains 127979 members 
Entering Unmasked Estep 
Score: -22449214.000000 Penalty: 6121.131836
	Iteration 4Q: 3 clusters Score -2.244921e+07 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93352 members 
Mstep: Class 2 contains 135537 members 
Entering Unmasked Estep 
Score: -22453568.000000 Penalty: 6121.131836
	Iteration 5Q: 3 clusters Score -2.245357e+07 nChanged 12909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 146704 members 
Entering Unmasked Estep 
Score: -22460654.000000 Penalty: 6121.131836
	Iteration 6F: 3 clusters Score -2.246065e+07 nChanged 15873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 161857 members 
Entering Unmasked Estep 
Score: -22471340.000000 Penalty: 6121.131836
	Iteration 7F: 3 clusters Score -2.247134e+07 nChanged 18407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 180056 members 
Entering Unmasked Estep 
Score: -22486426.000000 Penalty: 6121.131836
	Iteration 8F: 3 clusters Score -2.248643e+07 nChanged 17685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 197681 members 
Entering Unmasked Estep 
Score: -22502534.000000 Penalty: 6121.131836
	Iteration 9F: 3 clusters Score -2.250253e+07 nChanged 13141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 210808 members 
Entering Unmasked Estep 
Score: -22515122.000000 Penalty: 6121.131836
	Iteration 10F: 3 clusters Score -2.251512e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 218129 members 
Entering Unmasked Estep 
Score: -22522232.000000 Penalty: 6121.131836
	Iteration 11Q: 3 clusters Score -2.252223e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 221659 members 
Entering Unmasked Estep 
Score: -22525812.000000 Penalty: 6121.131836
	Iteration 12Q: 3 clusters Score -2.252581e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 223155 members 
Entering Unmasked Estep 
Score: -22527246.000000 Penalty: 6121.131836
	Iteration 13Q: 3 clusters Score -2.252725e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 223961 members 
Entering Unmasked Estep 
Score: -22527968.000000 Penalty: 6121.131836
	Iteration 14Q: 3 clusters Score -2.252797e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 224495 members 
Entering Unmasked Estep 
Score: -22528330.000000 Penalty: 6121.131836
	Iteration 15Q: 3 clusters Score -2.252833e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 224863 members 
Entering Unmasked Estep 
Score: -22528530.000000 Penalty: 6121.131836
	Iteration 16Q: 3 clusters Score -2.252853e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 225135 members 
Entering Unmasked Estep 
Score: -22528630.000000 Penalty: 6121.131836
	Iteration 17Q: 3 clusters Score -2.252863e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 225320 members 
Entering Unmasked Estep 
Score: -22528678.000000 Penalty: 6121.131836
	Iteration 18Q: 3 clusters Score -2.252868e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 225452 members 
Entering Unmasked Estep 
Score: -22528716.000000 Penalty: 6121.131836
	Iteration 19Q: 3 clusters Score -2.252872e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 225556 members 
Entering Unmasked Estep 
Score: -22528752.000000 Penalty: 6121.131836
	Iteration 20F: 3 clusters Score -2.252875e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 225637 members 
Entering Unmasked Estep 
Score: -22528748.000000 Penalty: 6121.131836
	Iteration 21Q: 3 clusters Score -2.252875e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 225705 members 
Entering Unmasked Estep 
Score: -22528762.000000 Penalty: 6121.131836
	Iteration 22Q: 3 clusters Score -2.252876e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 225766 members 
Entering Unmasked Estep 
Score: -22528784.000000 Penalty: 6121.131836
	Iteration 23Q: 3 clusters Score -2.252878e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 225820 members 
Entering Unmasked Estep 
Score: -22528766.000000 Penalty: 6121.131836
	Iteration 24Q: 3 clusters Score -2.252877e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 225857 members 
Entering Unmasked Estep 
Score: -22528776.000000 Penalty: 6121.131836
	Iteration 25Q: 3 clusters Score -2.252878e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 225889 members 
Entering Unmasked Estep 
Score: -22528792.000000 Penalty: 6121.131836
	Iteration 26Q: 3 clusters Score -2.252879e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 225915 members 
Entering Unmasked Estep 
Score: -22528816.000000 Penalty: 6121.131836
	Iteration 27Q: 3 clusters Score -2.252882e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 225933 members 
Entering Unmasked Estep 
Score: -22528822.000000 Penalty: 6121.131836
	Iteration 28Q: 3 clusters Score -2.252882e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 225949 members 
Entering Unmasked Estep 
Score: -22528830.000000 Penalty: 6121.131836
	Iteration 29Q: 3 clusters Score -2.252883e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 225964 members 
Entering Unmasked Estep 
Score: -22528856.000000 Penalty: 6121.131836
	Iteration 30Q: 3 clusters Score -2.252886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 225984 members 
Entering Unmasked Estep 
Score: -22528864.000000 Penalty: 6121.131836
	Iteration 31Q: 3 clusters Score -2.252886e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 225998 members 
Entering Unmasked Estep 
Score: -22528872.000000 Penalty: 6121.131836
	Iteration 32Q: 3 clusters Score -2.252887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 226014 members 
Entering Unmasked Estep 
Score: -22528890.000000 Penalty: 6121.131836
	Iteration 33Q: 3 clusters Score -2.252889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 226030 members 
Entering Unmasked Estep 
Score: -22528904.000000 Penalty: 6121.131836
	Iteration 34Q: 3 clusters Score -2.25289e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 226048 members 
Entering Unmasked Estep 
Score: -22528900.000000 Penalty: 6121.131836
	Iteration 35Q: 3 clusters Score -2.25289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 226057 members 
Entering Unmasked Estep 
Score: -22528914.000000 Penalty: 6121.131836
	Iteration 36Q: 3 clusters Score -2.252891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 226064 members 
Entering Unmasked Estep 
Score: -22528908.000000 Penalty: 6121.131836
	Iteration 37Q: 3 clusters Score -2.252891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 226068 members 
Entering Unmasked Estep 
Score: -22528918.000000 Penalty: 6121.131836
	Iteration 38Q: 3 clusters Score -2.252892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 226069 members 
Entering Unmasked Estep 
Score: -22528914.000000 Penalty: 6121.131836
	Iteration 39Q: 3 clusters Score -2.252891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 226071 members 
Entering Unmasked Estep 
Score: -22528908.000000 Penalty: 6121.131836
	Iteration 40F: 3 clusters Score -2.252891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 226072 members 
Entering Unmasked Estep 
Score: -22528914.000000 Penalty: 6121.131836
	Iteration 41Q: 3 clusters Score -2.252891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 226073 members 
Entering Unmasked Estep 
Score: -22528920.000000 Penalty: 6121.131836
	Iteration 42Q: 3 clusters Score -2.252892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 226074 members 
Entering Unmasked Estep 
Score: -22528918.000000 Penalty: 6121.131836
	Iteration 43Q: 3 clusters Score -2.252892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 226076 members 
Entering Unmasked Estep 
Score: -22528926.000000 Penalty: 6121.131836
	Iteration 44Q: 3 clusters Score -2.252893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 226078 members 
Entering Unmasked Estep 
Score: -22528918.000000 Penalty: 6121.131836
	Iteration 45Q: 3 clusters Score -2.252892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 226077 members 
Entering Unmasked Estep 
Score: -22528926.000000 Penalty: 6121.131836
	Iteration 46Q: 3 clusters Score -2.252893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 226079 members 
Entering Unmasked Estep 
Score: -22528918.000000 Penalty: 6121.131836
	Iteration 47Q: 3 clusters Score -2.252892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 226079 members 
Entering Unmasked Estep 
Score: -22528918.000000 Penalty: 6121.131836
	Iteration 48F: 3 clusters Score -2.252892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Entering Unmasked Estep 
Score: -1237053.125000 Penalty: 2351.622803
	Iteration 0F: 2 clusters Score -1237053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1227392.500000 Penalty: 4703.245605
	Iteration 0F: 3 clusters Score -1227392 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1230235.000000 Penalty: 4703.245605
	Iteration 1F: 3 clusters Score -1230235 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1230798.125000 Penalty: 4703.245605
	Iteration 2F: 3 clusters Score -1230798 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1231425.125000 Penalty: 4703.245605
	Iteration 3F: 3 clusters Score -1231425 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1232095.375000 Penalty: 4703.245605
	Iteration 4F: 3 clusters Score -1232095 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1232849.625000 Penalty: 4703.245605
	Iteration 5F: 3 clusters Score -1232850 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1233663.000000 Penalty: 4703.245605
	Iteration 6F: 3 clusters Score -1233663 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1234444.125000 Penalty: 4703.245605
	Iteration 7F: 3 clusters Score -1234444 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1235010.000000 Penalty: 4703.245605
	Iteration 8F: 3 clusters Score -1235010 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1235410.250000 Penalty: 4703.245605
	Iteration 9Q: 3 clusters Score -1235410 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1235638.125000 Penalty: 4703.245605
	Iteration 10Q: 3 clusters Score -1235638 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1235816.125000 Penalty: 4703.245605
	Iteration 11Q: 3 clusters Score -1235816 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1235943.250000 Penalty: 4703.245605
	Iteration 12Q: 3 clusters Score -1235943 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1236033.500000 Penalty: 4703.245605
	Iteration 13Q: 3 clusters Score -1236034 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1236090.875000 Penalty: 4703.245605
	Iteration 14Q: 3 clusters Score -1236091 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1236145.750000 Penalty: 4703.245605
	Iteration 15Q: 3 clusters Score -1236146 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1236184.500000 Penalty: 4703.245605
	Iteration 16Q: 3 clusters Score -1236184 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1236227.625000 Penalty: 4703.245605
	Iteration 17Q: 3 clusters Score -1236228 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1236251.125000 Penalty: 4703.245605
	Iteration 18Q: 3 clusters Score -1236251 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1236277.000000 Penalty: 4703.245605
	Iteration 19Q: 3 clusters Score -1236277 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1236295.500000 Penalty: 4703.245605
	Iteration 20F: 3 clusters Score -1236296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1236315.375000 Penalty: 4703.245605
	Iteration 21Q: 3 clusters Score -1236315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1236322.000000 Penalty: 4703.245605
	Iteration 22Q: 3 clusters Score -1236322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1236334.625000 Penalty: 4703.245605
	Iteration 23Q: 3 clusters Score -1236335 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1236344.625000 Penalty: 4703.245605
	Iteration 24Q: 3 clusters Score -1236345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1236352.125000 Penalty: 4703.245605
	Iteration 25Q: 3 clusters Score -1236352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1236360.875000 Penalty: 4703.245605
	Iteration 26Q: 3 clusters Score -1236361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1236360.750000 Penalty: 4703.245605
	Iteration 27Q: 3 clusters Score -1236361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1236365.625000 Penalty: 4703.245605
	Iteration 28Q: 3 clusters Score -1236366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1236374.125000 Penalty: 4703.245605
	Iteration 29Q: 3 clusters Score -1236374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1236381.125000 Penalty: 4703.245605
	Iteration 30Q: 3 clusters Score -1236381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1236379.625000 Penalty: 4703.245605
	Iteration 31Q: 3 clusters Score -1236380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1236385.375000 Penalty: 4703.245605
	Iteration 32Q: 3 clusters Score -1236385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1236384.625000 Penalty: 4703.245605
	Iteration 33Q: 3 clusters Score -1236385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1236385.500000 Penalty: 4703.245605
	Iteration 34Q: 3 clusters Score -1236386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1236385.500000 Penalty: 4703.245605
	Iteration 35Q: 3 clusters Score -1236386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1236389.750000 Penalty: 4703.245605
	Iteration 36Q: 3 clusters Score -1236390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1236390.500000 Penalty: 4703.245605
	Iteration 37Q: 3 clusters Score -1236390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1236391.750000 Penalty: 4703.245605
	Iteration 38Q: 3 clusters Score -1236392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1236391.125000 Penalty: 4703.245605
	Iteration 39Q: 3 clusters Score -1236391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1236394.875000 Penalty: 4703.245605
	Iteration 40F: 3 clusters Score -1236395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1236395.625000 Penalty: 4703.245605
	Iteration 41Q: 3 clusters Score -1236396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1236397.125000 Penalty: 4703.245605
	Iteration 42Q: 3 clusters Score -1236397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1236396.000000 Penalty: 4703.245605
	Iteration 43Q: 3 clusters Score -1236396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1236395.625000 Penalty: 4703.245605
	Iteration 44Q: 3 clusters Score -1236396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1236396.125000 Penalty: 4703.245605
	Iteration 45Q: 3 clusters Score -1236396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1236395.125000 Penalty: 4703.245605
	Iteration 46Q: 3 clusters Score -1236395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1236395.750000 Penalty: 4703.245605
	Iteration 47Q: 3 clusters Score -1236396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1236396.125000 Penalty: 4703.245605
	Iteration 48Q: 3 clusters Score -1236396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1236396.375000 Penalty: 4703.245605
	Iteration 49Q: 3 clusters Score -1236396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1236397.375000 Penalty: 4703.245605
	Iteration 50Q: 3 clusters Score -1236397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1236397.500000 Penalty: 4703.245605
	Iteration 51Q: 3 clusters Score -1236398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1236398.250000 Penalty: 4703.245605
	Iteration 52Q: 3 clusters Score -1236398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1236398.625000 Penalty: 4703.245605
	Iteration 53Q: 3 clusters Score -1236399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1236401.625000 Penalty: 4703.245605
	Iteration 54Q: 3 clusters Score -1236402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1236400.000000 Penalty: 4703.245605
	Iteration 55Q: 3 clusters Score -1236400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1236402.500000 Penalty: 4703.245605
	Iteration 56Q: 3 clusters Score -1236402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1236402.500000 Penalty: 4703.245605
	Iteration 57F: 3 clusters Score -1236402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63933 members 
Entering Unmasked Estep 
Score: -6209377.500000 Penalty: 2744.266602
	Iteration 0F: 2 clusters Score -6209378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -6166481.000000 Penalty: 5488.533203
	Iteration 0F: 3 clusters Score -6166481 nChanged 29820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -6183476.000000 Penalty: 5488.533203
	Iteration 1F: 3 clusters Score -6183476 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -6184408.000000 Penalty: 5488.533203
	Iteration 2Q: 3 clusters Score -6184408 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -6185709.500000 Penalty: 5488.533203
	Iteration 3Q: 3 clusters Score -6185710 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -6187499.000000 Penalty: 5488.533203
	Iteration 4F: 3 clusters Score -6187499 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -6190129.000000 Penalty: 5488.533203
	Iteration 5F: 3 clusters Score -6190129 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -6193459.000000 Penalty: 5488.533203
	Iteration 6F: 3 clusters Score -6193459 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -6197116.000000 Penalty: 5488.533203
	Iteration 7F: 3 clusters Score -6197116 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -6200661.000000 Penalty: 5488.533203
	Iteration 8F: 3 clusters Score -6200661 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -6203216.000000 Penalty: 5488.533203
	Iteration 9F: 3 clusters Score -6203216 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -6204874.000000 Penalty: 5488.533203
	Iteration 10Q: 3 clusters Score -6204874 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6205827.500000 Penalty: 5488.533203
	Iteration 11Q: 3 clusters Score -6205828 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6206335.500000 Penalty: 5488.533203
	Iteration 12Q: 3 clusters Score -6206336 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6206589.500000 Penalty: 5488.533203
	Iteration 13Q: 3 clusters Score -6206590 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62982 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6206763.500000 Penalty: 5488.533203
	Iteration 14Q: 3 clusters Score -6206764 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6206838.000000 Penalty: 5488.533203
	Iteration 15Q: 3 clusters Score -6206838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63168 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6206876.000000 Penalty: 5488.533203
	Iteration 16Q: 3 clusters Score -6206876 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6206914.000000 Penalty: 5488.533203
	Iteration 17Q: 3 clusters Score -6206914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63229 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6206926.500000 Penalty: 5488.533203
	Iteration 18Q: 3 clusters Score -6206926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6206937.500000 Penalty: 5488.533203
	Iteration 19Q: 3 clusters Score -6206938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6206947.500000 Penalty: 5488.533203
	Iteration 20F: 3 clusters Score -6206948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6206967.500000 Penalty: 5488.533203
	Iteration 21Q: 3 clusters Score -6206968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6206984.000000 Penalty: 5488.533203
	Iteration 22Q: 3 clusters Score -6206984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63309 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6206982.000000 Penalty: 5488.533203
	Iteration 23Q: 3 clusters Score -6206982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6206991.000000 Penalty: 5488.533203
	Iteration 24Q: 3 clusters Score -6206991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6206995.500000 Penalty: 5488.533203
	Iteration 25Q: 3 clusters Score -6206996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63328 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6207008.000000 Penalty: 5488.533203
	Iteration 26Q: 3 clusters Score -6207008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6207012.500000 Penalty: 5488.533203
	Iteration 27Q: 3 clusters Score -6207012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6207011.500000 Penalty: 5488.533203
	Iteration 28Q: 3 clusters Score -6207012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6207023.000000 Penalty: 5488.533203
	Iteration 29Q: 3 clusters Score -6207023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6207034.500000 Penalty: 5488.533203
	Iteration 30Q: 3 clusters Score -6207034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6207038.500000 Penalty: 5488.533203
	Iteration 31Q: 3 clusters Score -6207038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63370 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6207042.000000 Penalty: 5488.533203
	Iteration 32Q: 3 clusters Score -6207042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63373 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6207050.000000 Penalty: 5488.533203
	Iteration 33Q: 3 clusters Score -6207050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6207058.000000 Penalty: 5488.533203
	Iteration 34Q: 3 clusters Score -6207058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6207052.000000 Penalty: 5488.533203
	Iteration 35Q: 3 clusters Score -6207052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6207050.000000 Penalty: 5488.533203
	Iteration 36Q: 3 clusters Score -6207050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6207050.500000 Penalty: 5488.533203
	Iteration 37Q: 3 clusters Score -6207050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6207051.500000 Penalty: 5488.533203
	Iteration 38Q: 3 clusters Score -6207052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6207051.500000 Penalty: 5488.533203
	Iteration 39F: 3 clusters Score -6207052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Entering Unmasked Estep 
Score: -1064801.875000 Penalty: 2316.202148
	Iteration 0F: 2 clusters Score -1064802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1056252.625000 Penalty: 4632.404297
	Iteration 0F: 3 clusters Score -1056253 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1058703.875000 Penalty: 4632.404297
	Iteration 1F: 3 clusters Score -1058704 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1058986.125000 Penalty: 4632.404297
	Iteration 2F: 3 clusters Score -1058986 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1059251.125000 Penalty: 4632.404297
	Iteration 3F: 3 clusters Score -1059251 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1059504.000000 Penalty: 4632.404297
	Iteration 4Q: 3 clusters Score -1059504 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1059798.000000 Penalty: 4632.404297
	Iteration 5Q: 3 clusters Score -1059798 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1060123.250000 Penalty: 4632.404297
	Iteration 6Q: 3 clusters Score -1060123 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1060479.875000 Penalty: 4632.404297
	Iteration 7Q: 3 clusters Score -1060480 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1060852.625000 Penalty: 4632.404297
	Iteration 8Q: 3 clusters Score -1060853 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1061207.000000 Penalty: 4632.404297
	Iteration 9Q: 3 clusters Score -1061207 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1061520.000000 Penalty: 4632.404297
	Iteration 10Q: 3 clusters Score -1061520 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1061815.125000 Penalty: 4632.404297
	Iteration 11Q: 3 clusters Score -1061815 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1062082.875000 Penalty: 4632.404297
	Iteration 12Q: 3 clusters Score -1062083 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1062332.750000 Penalty: 4632.404297
	Iteration 13Q: 3 clusters Score -1062333 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1062544.750000 Penalty: 4632.404297
	Iteration 14Q: 3 clusters Score -1062545 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1062709.875000 Penalty: 4632.404297
	Iteration 15Q: 3 clusters Score -1062710 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1062871.000000 Penalty: 4632.404297
	Iteration 16Q: 3 clusters Score -1062871 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1063027.125000 Penalty: 4632.404297
	Iteration 17Q: 3 clusters Score -1063027 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1063138.750000 Penalty: 4632.404297
	Iteration 18Q: 3 clusters Score -1063139 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1063227.625000 Penalty: 4632.404297
	Iteration 19Q: 3 clusters Score -1063228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1063272.125000 Penalty: 4632.404297
	Iteration 20F: 3 clusters Score -1063272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1063302.375000 Penalty: 4632.404297
	Iteration 21Q: 3 clusters Score -1063302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1063323.000000 Penalty: 4632.404297
	Iteration 22Q: 3 clusters Score -1063323 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1063342.750000 Penalty: 4632.404297
	Iteration 23Q: 3 clusters Score -1063343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1063358.750000 Penalty: 4632.404297
	Iteration 24Q: 3 clusters Score -1063359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1063369.125000 Penalty: 4632.404297
	Iteration 25Q: 3 clusters Score -1063369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1063379.125000 Penalty: 4632.404297
	Iteration 26Q: 3 clusters Score -1063379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1063393.875000 Penalty: 4632.404297
	Iteration 27Q: 3 clusters Score -1063394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1063403.875000 Penalty: 4632.404297
	Iteration 28Q: 3 clusters Score -1063404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1063412.875000 Penalty: 4632.404297
	Iteration 29Q: 3 clusters Score -1063413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1063419.500000 Penalty: 4632.404297
	Iteration 30Q: 3 clusters Score -1063420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1063426.750000 Penalty: 4632.404297
	Iteration 31Q: 3 clusters Score -1063427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1063430.125000 Penalty: 4632.404297
	Iteration 32Q: 3 clusters Score -1063430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1063438.375000 Penalty: 4632.404297
	Iteration 33Q: 3 clusters Score -1063438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1063440.500000 Penalty: 4632.404297
	Iteration 34Q: 3 clusters Score -1063440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1063443.375000 Penalty: 4632.404297
	Iteration 35Q: 3 clusters Score -1063443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1063445.375000 Penalty: 4632.404297
	Iteration 36Q: 3 clusters Score -1063445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1063445.875000 Penalty: 4632.404297
	Iteration 37Q: 3 clusters Score -1063446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1063447.125000 Penalty: 4632.404297
	Iteration 38Q: 3 clusters Score -1063447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1063447.000000 Penalty: 4632.404297
	Iteration 39Q: 3 clusters Score -1063447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1063448.875000 Penalty: 4632.404297
	Iteration 40F: 3 clusters Score -1063449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1063453.750000 Penalty: 4632.404297
	Iteration 41Q: 3 clusters Score -1063454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1063456.125000 Penalty: 4632.404297
	Iteration 42Q: 3 clusters Score -1063456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1063458.000000 Penalty: 4632.404297
	Iteration 43Q: 3 clusters Score -1063458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1063458.500000 Penalty: 4632.404297
	Iteration 44Q: 3 clusters Score -1063458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1063458.750000 Penalty: 4632.404297
	Iteration 45Q: 3 clusters Score -1063459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1063459.250000 Penalty: 4632.404297
	Iteration 46Q: 3 clusters Score -1063459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1063459.250000 Penalty: 4632.404297
	Iteration 47F: 3 clusters Score -1063459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Entering Unmasked Estep 
Score: -632321.625000 Penalty: 2188.593018
	Iteration 0F: 2 clusters Score -632321.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -626729.375000 Penalty: 4377.186035
	Iteration 0F: 3 clusters Score -626729.4 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -628142.000000 Penalty: 4377.186035
	Iteration 1F: 3 clusters Score -628142 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -628398.875000 Penalty: 4377.186035
	Iteration 2F: 3 clusters Score -628398.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -628570.000000 Penalty: 4377.186035
	Iteration 3F: 3 clusters Score -628570 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -628670.562500 Penalty: 4377.186035
	Iteration 4Q: 3 clusters Score -628670.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -628763.625000 Penalty: 4377.186035
	Iteration 5Q: 3 clusters Score -628763.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -628831.562500 Penalty: 4377.186035
	Iteration 6Q: 3 clusters Score -628831.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -628899.625000 Penalty: 4377.186035
	Iteration 7Q: 3 clusters Score -628899.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -628987.000000 Penalty: 4377.186035
	Iteration 8Q: 3 clusters Score -628987 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -629114.125000 Penalty: 4377.186035
	Iteration 9Q: 3 clusters Score -629114.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -629285.500000 Penalty: 4377.186035
	Iteration 10Q: 3 clusters Score -629285.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -629496.437500 Penalty: 4377.186035
	Iteration 11Q: 3 clusters Score -629496.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -629724.125000 Penalty: 4377.186035
	Iteration 12Q: 3 clusters Score -629724.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -629940.125000 Penalty: 4377.186035
	Iteration 13Q: 3 clusters Score -629940.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -630142.250000 Penalty: 4377.186035
	Iteration 14Q: 3 clusters Score -630142.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -630328.875000 Penalty: 4377.186035
	Iteration 15Q: 3 clusters Score -630328.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -630483.125000 Penalty: 4377.186035
	Iteration 16Q: 3 clusters Score -630483.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -630611.625000 Penalty: 4377.186035
	Iteration 17Q: 3 clusters Score -630611.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -630736.500000 Penalty: 4377.186035
	Iteration 18Q: 3 clusters Score -630736.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -630849.312500 Penalty: 4377.186035
	Iteration 19Q: 3 clusters Score -630849.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -630943.500000 Penalty: 4377.186035
	Iteration 20F: 3 clusters Score -630943.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -631007.562500 Penalty: 4377.186035
	Iteration 21Q: 3 clusters Score -631007.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -631072.750000 Penalty: 4377.186035
	Iteration 22Q: 3 clusters Score -631072.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -631118.437500 Penalty: 4377.186035
	Iteration 23Q: 3 clusters Score -631118.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -631148.437500 Penalty: 4377.186035
	Iteration 24Q: 3 clusters Score -631148.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -631165.250000 Penalty: 4377.186035
	Iteration 25Q: 3 clusters Score -631165.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -631180.375000 Penalty: 4377.186035
	Iteration 26Q: 3 clusters Score -631180.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -631195.250000 Penalty: 4377.186035
	Iteration 27Q: 3 clusters Score -631195.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -631208.125000 Penalty: 4377.186035
	Iteration 28Q: 3 clusters Score -631208.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -631217.250000 Penalty: 4377.186035
	Iteration 29Q: 3 clusters Score -631217.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -631229.250000 Penalty: 4377.186035
	Iteration 30Q: 3 clusters Score -631229.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -631234.562500 Penalty: 4377.186035
	Iteration 31Q: 3 clusters Score -631234.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -631238.000000 Penalty: 4377.186035
	Iteration 32Q: 3 clusters Score -631238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -631240.937500 Penalty: 4377.186035
	Iteration 33Q: 3 clusters Score -631240.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -631243.312500 Penalty: 4377.186035
	Iteration 34Q: 3 clusters Score -631243.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -631245.875000 Penalty: 4377.186035
	Iteration 35Q: 3 clusters Score -631245.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -631248.000000 Penalty: 4377.186035
	Iteration 36Q: 3 clusters Score -631248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -631249.000000 Penalty: 4377.186035
	Iteration 37Q: 3 clusters Score -631249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -631250.937500 Penalty: 4377.186035
	Iteration 38Q: 3 clusters Score -631250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -631250.437500 Penalty: 4377.186035
	Iteration 39Q: 3 clusters Score -631250.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -631250.562500 Penalty: 4377.186035
	Iteration 40F: 3 clusters Score -631250.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Entering Unmasked Estep 
Score: -641091.250000 Penalty: 2192.104492
	Iteration 0F: 2 clusters Score -641091.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -635414.187500 Penalty: 4384.208984
	Iteration 0F: 3 clusters Score -635414.2 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -636945.937500 Penalty: 4384.208984
	Iteration 1F: 3 clusters Score -636945.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -637232.625000 Penalty: 4384.208984
	Iteration 2F: 3 clusters Score -637232.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -637403.937500 Penalty: 4384.208984
	Iteration 3F: 3 clusters Score -637403.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -637521.812500 Penalty: 4384.208984
	Iteration 4Q: 3 clusters Score -637521.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -637627.687500 Penalty: 4384.208984
	Iteration 5Q: 3 clusters Score -637627.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -637724.437500 Penalty: 4384.208984
	Iteration 6Q: 3 clusters Score -637724.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -637837.500000 Penalty: 4384.208984
	Iteration 7Q: 3 clusters Score -637837.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -637950.375000 Penalty: 4384.208984
	Iteration 8Q: 3 clusters Score -637950.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -638064.875000 Penalty: 4384.208984
	Iteration 9Q: 3 clusters Score -638064.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -638170.875000 Penalty: 4384.208984
	Iteration 10Q: 3 clusters Score -638170.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -638294.062500 Penalty: 4384.208984
	Iteration 11Q: 3 clusters Score -638294.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -638417.187500 Penalty: 4384.208984
	Iteration 12Q: 3 clusters Score -638417.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -638535.125000 Penalty: 4384.208984
	Iteration 13Q: 3 clusters Score -638535.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -638649.312500 Penalty: 4384.208984
	Iteration 14Q: 3 clusters Score -638649.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -638751.187500 Penalty: 4384.208984
	Iteration 15Q: 3 clusters Score -638751.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -638854.937500 Penalty: 4384.208984
	Iteration 16Q: 3 clusters Score -638854.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -638949.312500 Penalty: 4384.208984
	Iteration 17Q: 3 clusters Score -638949.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -639050.187500 Penalty: 4384.208984
	Iteration 18Q: 3 clusters Score -639050.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -639153.937500 Penalty: 4384.208984
	Iteration 19Q: 3 clusters Score -639153.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -639272.750000 Penalty: 4384.208984
	Iteration 20F: 3 clusters Score -639272.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -639392.375000 Penalty: 4384.208984
	Iteration 21Q: 3 clusters Score -639392.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -639483.250000 Penalty: 4384.208984
	Iteration 22Q: 3 clusters Score -639483.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -639553.750000 Penalty: 4384.208984
	Iteration 23Q: 3 clusters Score -639553.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -639636.937500 Penalty: 4384.208984
	Iteration 24Q: 3 clusters Score -639636.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -639702.062500 Penalty: 4384.208984
	Iteration 25Q: 3 clusters Score -639702.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -639784.062500 Penalty: 4384.208984
	Iteration 26Q: 3 clusters Score -639784.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -639910.625000 Penalty: 4384.208984
	Iteration 27Q: 3 clusters Score -639910.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -640056.750000 Penalty: 4384.208984
	Iteration 28Q: 3 clusters Score -640056.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -640161.312500 Penalty: 4384.208984
	Iteration 29Q: 3 clusters Score -640161.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -640232.500000 Penalty: 4384.208984
	Iteration 30Q: 3 clusters Score -640232.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -640263.875000 Penalty: 4384.208984
	Iteration 31Q: 3 clusters Score -640263.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -640283.250000 Penalty: 4384.208984
	Iteration 32Q: 3 clusters Score -640283.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -640293.812500 Penalty: 4384.208984
	Iteration 33Q: 3 clusters Score -640293.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -640299.812500 Penalty: 4384.208984
	Iteration 34Q: 3 clusters Score -640299.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -640302.062500 Penalty: 4384.208984
	Iteration 35Q: 3 clusters Score -640302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -640306.250000 Penalty: 4384.208984
	Iteration 36Q: 3 clusters Score -640306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -640307.437500 Penalty: 4384.208984
	Iteration 37Q: 3 clusters Score -640307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -640307.562500 Penalty: 4384.208984
	Iteration 38Q: 3 clusters Score -640307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -640307.437500 Penalty: 4384.208984
	Iteration 39Q: 3 clusters Score -640307.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -640307.437500 Penalty: 4384.208984
	Iteration 40F: 3 clusters Score -640307.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Entering Unmasked Estep 
Score: -981050.750000 Penalty: 2294.795654
	Iteration 0F: 2 clusters Score -981050.8 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 5294 members 
Entering Unmasked Estep 
Score: -973177.750000 Penalty: 4589.591309
	Iteration 0F: 3 clusters Score -973177.8 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -975543.875000 Penalty: 4589.591309
	Iteration 1F: 3 clusters Score -975543.9 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -975918.687500 Penalty: 4589.591309
	Iteration 2F: 3 clusters Score -975918.7 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -976215.750000 Penalty: 4589.591309
	Iteration 3F: 3 clusters Score -976215.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -976508.625000 Penalty: 4589.591309
	Iteration 4F: 3 clusters Score -976508.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -976785.375000 Penalty: 4589.591309
	Iteration 5Q: 3 clusters Score -976785.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -977064.562500 Penalty: 4589.591309
	Iteration 6Q: 3 clusters Score -977064.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -977380.750000 Penalty: 4589.591309
	Iteration 7Q: 3 clusters Score -977380.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -977699.125000 Penalty: 4589.591309
	Iteration 8Q: 3 clusters Score -977699.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -978003.562500 Penalty: 4589.591309
	Iteration 9Q: 3 clusters Score -978003.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -978338.500000 Penalty: 4589.591309
	Iteration 10Q: 3 clusters Score -978338.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -978586.000000 Penalty: 4589.591309
	Iteration 11Q: 3 clusters Score -978586 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -978771.687500 Penalty: 4589.591309
	Iteration 12Q: 3 clusters Score -978771.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -978893.687500 Penalty: 4589.591309
	Iteration 13Q: 3 clusters Score -978893.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -978962.125000 Penalty: 4589.591309
	Iteration 14Q: 3 clusters Score -978962.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -979001.437500 Penalty: 4589.591309
	Iteration 15Q: 3 clusters Score -979001.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -979033.000000 Penalty: 4589.591309
	Iteration 16Q: 3 clusters Score -979033 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -979060.625000 Penalty: 4589.591309
	Iteration 17Q: 3 clusters Score -979060.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -979080.437500 Penalty: 4589.591309
	Iteration 18Q: 3 clusters Score -979080.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -979100.312500 Penalty: 4589.591309
	Iteration 19Q: 3 clusters Score -979100.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -979115.125000 Penalty: 4589.591309
	Iteration 20F: 3 clusters Score -979115.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -979127.750000 Penalty: 4589.591309
	Iteration 21Q: 3 clusters Score -979127.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -979145.250000 Penalty: 4589.591309
	Iteration 22Q: 3 clusters Score -979145.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -979156.437500 Penalty: 4589.591309
	Iteration 23Q: 3 clusters Score -979156.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -979170.687500 Penalty: 4589.591309
	Iteration 24Q: 3 clusters Score -979170.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -979183.312500 Penalty: 4589.591309
	Iteration 25Q: 3 clusters Score -979183.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -979189.062500 Penalty: 4589.591309
	Iteration 26Q: 3 clusters Score -979189.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -979199.125000 Penalty: 4589.591309
	Iteration 27Q: 3 clusters Score -979199.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -979204.750000 Penalty: 4589.591309
	Iteration 28Q: 3 clusters Score -979204.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -979213.062500 Penalty: 4589.591309
	Iteration 29Q: 3 clusters Score -979213.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -979223.625000 Penalty: 4589.591309
	Iteration 30Q: 3 clusters Score -979223.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -979224.875000 Penalty: 4589.591309
	Iteration 31Q: 3 clusters Score -979224.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -979231.750000 Penalty: 4589.591309
	Iteration 32Q: 3 clusters Score -979231.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -979242.500000 Penalty: 4589.591309
	Iteration 33Q: 3 clusters Score -979242.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -979246.062500 Penalty: 4589.591309
	Iteration 34Q: 3 clusters Score -979246.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -979253.000000 Penalty: 4589.591309
	Iteration 35Q: 3 clusters Score -979253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -979261.812500 Penalty: 4589.591309
	Iteration 36Q: 3 clusters Score -979261.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -979278.437500 Penalty: 4589.591309
	Iteration 37Q: 3 clusters Score -979278.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -979297.000000 Penalty: 4589.591309
	Iteration 38Q: 3 clusters Score -979297 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -979322.562500 Penalty: 4589.591309
	Iteration 39Q: 3 clusters Score -979322.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -979356.750000 Penalty: 4589.591309
	Iteration 40F: 3 clusters Score -979356.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -979398.875000 Penalty: 4589.591309
	Iteration 41Q: 3 clusters Score -979398.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -979456.250000 Penalty: 4589.591309
	Iteration 42Q: 3 clusters Score -979456.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -979490.625000 Penalty: 4589.591309
	Iteration 43Q: 3 clusters Score -979490.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -979518.250000 Penalty: 4589.591309
	Iteration 44Q: 3 clusters Score -979518.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -979546.062500 Penalty: 4589.591309
	Iteration 45Q: 3 clusters Score -979546.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -979566.500000 Penalty: 4589.591309
	Iteration 46Q: 3 clusters Score -979566.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -979580.187500 Penalty: 4589.591309
	Iteration 47Q: 3 clusters Score -979580.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -979596.500000 Penalty: 4589.591309
	Iteration 48Q: 3 clusters Score -979596.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -979611.750000 Penalty: 4589.591309
	Iteration 49Q: 3 clusters Score -979611.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -979628.750000 Penalty: 4589.591309
	Iteration 50Q: 3 clusters Score -979628.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -979637.812500 Penalty: 4589.591309
	Iteration 51Q: 3 clusters Score -979637.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -979642.937500 Penalty: 4589.591309
	Iteration 52Q: 3 clusters Score -979642.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -979643.250000 Penalty: 4589.591309
	Iteration 53Q: 3 clusters Score -979643.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -979650.687500 Penalty: 4589.591309
	Iteration 54Q: 3 clusters Score -979650.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -979655.312500 Penalty: 4589.591309
	Iteration 55Q: 3 clusters Score -979655.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -979662.812500 Penalty: 4589.591309
	Iteration 56Q: 3 clusters Score -979662.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -979666.375000 Penalty: 4589.591309
	Iteration 57Q: 3 clusters Score -979666.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -979670.187500 Penalty: 4589.591309
	Iteration 58Q: 3 clusters Score -979670.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -979676.062500 Penalty: 4589.591309
	Iteration 59Q: 3 clusters Score -979676.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -979676.437500 Penalty: 4589.591309
	Iteration 60F: 3 clusters Score -979676.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -979681.125000 Penalty: 4589.591309
	Iteration 61Q: 3 clusters Score -979681.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -979681.687500 Penalty: 4589.591309
	Iteration 62Q: 3 clusters Score -979681.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -979684.812500 Penalty: 4589.591309
	Iteration 63Q: 3 clusters Score -979684.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -979690.937500 Penalty: 4589.591309
	Iteration 64Q: 3 clusters Score -979690.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -979698.000000 Penalty: 4589.591309
	Iteration 65Q: 3 clusters Score -979698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -979704.875000 Penalty: 4589.591309
	Iteration 66Q: 3 clusters Score -979704.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -979711.500000 Penalty: 4589.591309
	Iteration 67Q: 3 clusters Score -979711.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -979716.000000 Penalty: 4589.591309
	Iteration 68Q: 3 clusters Score -979716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -979719.625000 Penalty: 4589.591309
	Iteration 69Q: 3 clusters Score -979719.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -979723.562500 Penalty: 4589.591309
	Iteration 70Q: 3 clusters Score -979723.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -979729.000000 Penalty: 4589.591309
	Iteration 71Q: 3 clusters Score -979729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -979737.312500 Penalty: 4589.591309
	Iteration 72Q: 3 clusters Score -979737.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -979739.750000 Penalty: 4589.591309
	Iteration 73Q: 3 clusters Score -979739.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -979742.875000 Penalty: 4589.591309
	Iteration 74Q: 3 clusters Score -979742.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -979747.625000 Penalty: 4589.591309
	Iteration 75Q: 3 clusters Score -979747.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -979750.937500 Penalty: 4589.591309
	Iteration 76Q: 3 clusters Score -979750.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -979754.812500 Penalty: 4589.591309
	Iteration 77Q: 3 clusters Score -979754.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -979756.625000 Penalty: 4589.591309
	Iteration 78Q: 3 clusters Score -979756.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -979760.875000 Penalty: 4589.591309
	Iteration 79Q: 3 clusters Score -979760.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -979761.125000 Penalty: 4589.591309
	Iteration 80F: 3 clusters Score -979761.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -979764.687500 Penalty: 4589.591309
	Iteration 81Q: 3 clusters Score -979764.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -979765.125000 Penalty: 4589.591309
	Iteration 82Q: 3 clusters Score -979765.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -979765.875000 Penalty: 4589.591309
	Iteration 83Q: 3 clusters Score -979765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -979768.312500 Penalty: 4589.591309
	Iteration 84Q: 3 clusters Score -979768.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -979771.562500 Penalty: 4589.591309
	Iteration 85Q: 3 clusters Score -979771.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -979772.625000 Penalty: 4589.591309
	Iteration 86Q: 3 clusters Score -979772.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -979772.062500 Penalty: 4589.591309
	Iteration 87Q: 3 clusters Score -979772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -979772.687500 Penalty: 4589.591309
	Iteration 88Q: 3 clusters Score -979772.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -979773.812500 Penalty: 4589.591309
	Iteration 89Q: 3 clusters Score -979773.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -979775.250000 Penalty: 4589.591309
	Iteration 90Q: 3 clusters Score -979775.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -979775.375000 Penalty: 4589.591309
	Iteration 91Q: 3 clusters Score -979775.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -979775.375000 Penalty: 4589.591309
	Iteration 92F: 3 clusters Score -979775.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Entering Unmasked Estep 
Score: -693676.812500 Penalty: 2237.775391
	Iteration 0F: 2 clusters Score -693676.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -687181.687500 Penalty: 4475.550781
	Iteration 0F: 3 clusters Score -687181.7 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -689133.437500 Penalty: 4475.550781
	Iteration 1F: 3 clusters Score -689133.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -689582.625000 Penalty: 4475.550781
	Iteration 2F: 3 clusters Score -689582.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -689992.937500 Penalty: 4475.550781
	Iteration 3F: 3 clusters Score -689992.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -690399.187500 Penalty: 4475.550781
	Iteration 4F: 3 clusters Score -690399.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -690855.437500 Penalty: 4475.550781
	Iteration 5F: 3 clusters Score -690855.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -691276.437500 Penalty: 4475.550781
	Iteration 6F: 3 clusters Score -691276.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -691628.937500 Penalty: 4475.550781
	Iteration 7F: 3 clusters Score -691628.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -691946.125000 Penalty: 4475.550781
	Iteration 8Q: 3 clusters Score -691946.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -692174.187500 Penalty: 4475.550781
	Iteration 9Q: 3 clusters Score -692174.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -692337.125000 Penalty: 4475.550781
	Iteration 10Q: 3 clusters Score -692337.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -692464.812500 Penalty: 4475.550781
	Iteration 11Q: 3 clusters Score -692464.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -692553.375000 Penalty: 4475.550781
	Iteration 12Q: 3 clusters Score -692553.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -692606.875000 Penalty: 4475.550781
	Iteration 13Q: 3 clusters Score -692606.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -692648.937500 Penalty: 4475.550781
	Iteration 14Q: 3 clusters Score -692648.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -692676.875000 Penalty: 4475.550781
	Iteration 15Q: 3 clusters Score -692676.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -692694.875000 Penalty: 4475.550781
	Iteration 16Q: 3 clusters Score -692694.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -692701.625000 Penalty: 4475.550781
	Iteration 17Q: 3 clusters Score -692701.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -692710.187500 Penalty: 4475.550781
	Iteration 18Q: 3 clusters Score -692710.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -692714.375000 Penalty: 4475.550781
	Iteration 19Q: 3 clusters Score -692714.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -692720.125000 Penalty: 4475.550781
	Iteration 20F: 3 clusters Score -692720.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -692724.250000 Penalty: 4475.550781
	Iteration 21Q: 3 clusters Score -692724.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -692726.750000 Penalty: 4475.550781
	Iteration 22Q: 3 clusters Score -692726.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -692732.125000 Penalty: 4475.550781
	Iteration 23Q: 3 clusters Score -692732.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -692734.250000 Penalty: 4475.550781
	Iteration 24Q: 3 clusters Score -692734.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -692738.625000 Penalty: 4475.550781
	Iteration 25Q: 3 clusters Score -692738.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -692740.812500 Penalty: 4475.550781
	Iteration 26Q: 3 clusters Score -692740.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -692739.437500 Penalty: 4475.550781
	Iteration 27Q: 3 clusters Score -692739.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -692741.625000 Penalty: 4475.550781
	Iteration 28Q: 3 clusters Score -692741.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -692741.437500 Penalty: 4475.550781
	Iteration 29Q: 3 clusters Score -692741.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -692742.687500 Penalty: 4475.550781
	Iteration 30Q: 3 clusters Score -692742.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -692743.000000 Penalty: 4475.550781
	Iteration 31Q: 3 clusters Score -692743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -692743.062500 Penalty: 4475.550781
	Iteration 32Q: 3 clusters Score -692743.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -692742.375000 Penalty: 4475.550781
	Iteration 33Q: 3 clusters Score -692742.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -692742.375000 Penalty: 4475.550781
	Iteration 34F: 3 clusters Score -692742.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Entering Unmasked Estep 
Score: -1029043.625000 Penalty: 2310.871094
	Iteration 0F: 2 clusters Score -1029044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1020593.375000 Penalty: 4621.742188
	Iteration 0F: 3 clusters Score -1020593 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1023168.312500 Penalty: 4621.742188
	Iteration 1F: 3 clusters Score -1023168 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1023533.812500 Penalty: 4621.742188
	Iteration 2F: 3 clusters Score -1023534 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1023847.937500 Penalty: 4621.742188
	Iteration 3F: 3 clusters Score -1023848 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1024109.687500 Penalty: 4621.742188
	Iteration 4Q: 3 clusters Score -1024110 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1024374.937500 Penalty: 4621.742188
	Iteration 5Q: 3 clusters Score -1024375 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1024647.562500 Penalty: 4621.742188
	Iteration 6Q: 3 clusters Score -1024648 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1024937.812500 Penalty: 4621.742188
	Iteration 7Q: 3 clusters Score -1024938 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1025178.937500 Penalty: 4621.742188
	Iteration 8Q: 3 clusters Score -1025179 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1025414.187500 Penalty: 4621.742188
	Iteration 9Q: 3 clusters Score -1025414 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1025614.312500 Penalty: 4621.742188
	Iteration 10Q: 3 clusters Score -1025614 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1025792.312500 Penalty: 4621.742188
	Iteration 11Q: 3 clusters Score -1025792 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1025929.250000 Penalty: 4621.742188
	Iteration 12Q: 3 clusters Score -1025929 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1026026.437500 Penalty: 4621.742188
	Iteration 13Q: 3 clusters Score -1026026 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1026113.937500 Penalty: 4621.742188
	Iteration 14Q: 3 clusters Score -1026114 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1026191.812500 Penalty: 4621.742188
	Iteration 15Q: 3 clusters Score -1026192 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1026255.687500 Penalty: 4621.742188
	Iteration 16Q: 3 clusters Score -1026256 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1026326.687500 Penalty: 4621.742188
	Iteration 17Q: 3 clusters Score -1026327 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1026412.250000 Penalty: 4621.742188
	Iteration 18Q: 3 clusters Score -1026412 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1026516.500000 Penalty: 4621.742188
	Iteration 19Q: 3 clusters Score -1026516 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1026635.812500 Penalty: 4621.742188
	Iteration 20F: 3 clusters Score -1026636 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1026799.875000 Penalty: 4621.742188
	Iteration 21Q: 3 clusters Score -1026800 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1027037.125000 Penalty: 4621.742188
	Iteration 22Q: 3 clusters Score -1027037 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1027331.937500 Penalty: 4621.742188
	Iteration 23Q: 3 clusters Score -1027332 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1027708.375000 Penalty: 4621.742188
	Iteration 24Q: 3 clusters Score -1027708 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1028019.750000 Penalty: 4621.742188
	Iteration 25Q: 3 clusters Score -1028020 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1028254.562500 Penalty: 4621.742188
	Iteration 26Q: 3 clusters Score -1028255 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1028381.187500 Penalty: 4621.742188
	Iteration 27Q: 3 clusters Score -1028381 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1028473.937500 Penalty: 4621.742188
	Iteration 28Q: 3 clusters Score -1028474 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1028561.687500 Penalty: 4621.742188
	Iteration 29Q: 3 clusters Score -1028562 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1028611.500000 Penalty: 4621.742188
	Iteration 30Q: 3 clusters Score -1028612 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1028640.375000 Penalty: 4621.742188
	Iteration 31Q: 3 clusters Score -1028640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1028657.000000 Penalty: 4621.742188
	Iteration 32Q: 3 clusters Score -1028657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1028665.500000 Penalty: 4621.742188
	Iteration 33Q: 3 clusters Score -1028666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1028673.000000 Penalty: 4621.742188
	Iteration 34Q: 3 clusters Score -1028673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1028678.312500 Penalty: 4621.742188
	Iteration 35Q: 3 clusters Score -1028678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1028680.812500 Penalty: 4621.742188
	Iteration 36Q: 3 clusters Score -1028681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1028680.375000 Penalty: 4621.742188
	Iteration 37Q: 3 clusters Score -1028680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1028681.375000 Penalty: 4621.742188
	Iteration 38Q: 3 clusters Score -1028681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1028684.750000 Penalty: 4621.742188
	Iteration 39Q: 3 clusters Score -1028685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1028683.937500 Penalty: 4621.742188
	Iteration 40F: 3 clusters Score -1028684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1028683.562500 Penalty: 4621.742188
	Iteration 41Q: 3 clusters Score -1028684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1028682.250000 Penalty: 4621.742188
	Iteration 42Q: 3 clusters Score -1028682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1028683.125000 Penalty: 4621.742188
	Iteration 43Q: 3 clusters Score -1028683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1028684.875000 Penalty: 4621.742188
	Iteration 44Q: 3 clusters Score -1028685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1028683.375000 Penalty: 4621.742188
	Iteration 45Q: 3 clusters Score -1028683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1028683.375000 Penalty: 4621.742188
	Iteration 46F: 3 clusters Score -1028683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Entering Unmasked Estep 
Score: -1789183.875000 Penalty: 2454.447510
	Iteration 0F: 2 clusters Score -1789184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1775182.125000 Penalty: 4908.895020
	Iteration 0F: 3 clusters Score -1775182 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1779993.125000 Penalty: 4908.895020
	Iteration 1F: 3 clusters Score -1779993 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1780498.000000 Penalty: 4908.895020
	Iteration 2F: 3 clusters Score -1780498 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1780961.125000 Penalty: 4908.895020
	Iteration 3F: 3 clusters Score -1780961 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1781415.000000 Penalty: 4908.895020
	Iteration 4Q: 3 clusters Score -1781415 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1781898.500000 Penalty: 4908.895020
	Iteration 5Q: 3 clusters Score -1781898 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1782480.250000 Penalty: 4908.895020
	Iteration 6Q: 3 clusters Score -1782480 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1783101.125000 Penalty: 4908.895020
	Iteration 7Q: 3 clusters Score -1783101 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1783808.125000 Penalty: 4908.895020
	Iteration 8Q: 3 clusters Score -1783808 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1784525.000000 Penalty: 4908.895020
	Iteration 9Q: 3 clusters Score -1784525 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1785127.125000 Penalty: 4908.895020
	Iteration 10Q: 3 clusters Score -1785127 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1785580.250000 Penalty: 4908.895020
	Iteration 11Q: 3 clusters Score -1785580 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1785881.375000 Penalty: 4908.895020
	Iteration 12Q: 3 clusters Score -1785881 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1786135.125000 Penalty: 4908.895020
	Iteration 13Q: 3 clusters Score -1786135 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1786337.250000 Penalty: 4908.895020
	Iteration 14Q: 3 clusters Score -1786337 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1786491.500000 Penalty: 4908.895020
	Iteration 15Q: 3 clusters Score -1786492 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1786621.125000 Penalty: 4908.895020
	Iteration 16Q: 3 clusters Score -1786621 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1786756.000000 Penalty: 4908.895020
	Iteration 17Q: 3 clusters Score -1786756 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1786870.125000 Penalty: 4908.895020
	Iteration 18Q: 3 clusters Score -1786870 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1786999.250000 Penalty: 4908.895020
	Iteration 19Q: 3 clusters Score -1786999 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1787166.000000 Penalty: 4908.895020
	Iteration 20F: 3 clusters Score -1787166 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1787297.750000 Penalty: 4908.895020
	Iteration 21Q: 3 clusters Score -1787298 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1787381.500000 Penalty: 4908.895020
	Iteration 22Q: 3 clusters Score -1787382 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1787427.500000 Penalty: 4908.895020
	Iteration 23Q: 3 clusters Score -1787428 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1787473.500000 Penalty: 4908.895020
	Iteration 24Q: 3 clusters Score -1787474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1787504.750000 Penalty: 4908.895020
	Iteration 25Q: 3 clusters Score -1787505 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1787528.750000 Penalty: 4908.895020
	Iteration 26Q: 3 clusters Score -1787529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1787543.875000 Penalty: 4908.895020
	Iteration 27Q: 3 clusters Score -1787544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1787555.750000 Penalty: 4908.895020
	Iteration 28Q: 3 clusters Score -1787556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1787562.500000 Penalty: 4908.895020
	Iteration 29Q: 3 clusters Score -1787562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1787564.375000 Penalty: 4908.895020
	Iteration 30Q: 3 clusters Score -1787564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1787568.125000 Penalty: 4908.895020
	Iteration 31Q: 3 clusters Score -1787568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1787569.875000 Penalty: 4908.895020
	Iteration 32Q: 3 clusters Score -1787570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1787568.875000 Penalty: 4908.895020
	Iteration 33Q: 3 clusters Score -1787569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1787574.625000 Penalty: 4908.895020
	Iteration 34Q: 3 clusters Score -1787575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1787573.750000 Penalty: 4908.895020
	Iteration 35Q: 3 clusters Score -1787574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1787574.375000 Penalty: 4908.895020
	Iteration 36Q: 3 clusters Score -1787574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1787575.125000 Penalty: 4908.895020
	Iteration 37Q: 3 clusters Score -1787575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1787578.125000 Penalty: 4908.895020
	Iteration 38Q: 3 clusters Score -1787578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1787579.125000 Penalty: 4908.895020
	Iteration 39Q: 3 clusters Score -1787579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1787578.500000 Penalty: 4908.895020
	Iteration 40F: 3 clusters Score -1787578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1787580.875000 Penalty: 4908.895020
	Iteration 41Q: 3 clusters Score -1787581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1787580.875000 Penalty: 4908.895020
	Iteration 42F: 3 clusters Score -1787581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (22854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Entering Unmasked Estep 
Score: -2122706.750000 Penalty: 2489.146484
	Iteration 0F: 2 clusters Score -2122707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2106749.750000 Penalty: 4978.292969
	Iteration 0F: 3 clusters Score -2106750 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2112388.750000 Penalty: 4978.292969
	Iteration 1F: 3 clusters Score -2112389 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2112992.250000 Penalty: 4978.292969
	Iteration 2F: 3 clusters Score -2112992 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2113576.500000 Penalty: 4978.292969
	Iteration 3F: 3 clusters Score -2113576 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2114196.750000 Penalty: 4978.292969
	Iteration 4F: 3 clusters Score -2114197 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2114854.000000 Penalty: 4978.292969
	Iteration 5F: 3 clusters Score -2114854 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2115512.750000 Penalty: 4978.292969
	Iteration 6F: 3 clusters Score -2115513 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2116175.750000 Penalty: 4978.292969
	Iteration 7Q: 3 clusters Score -2116176 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2116810.250000 Penalty: 4978.292969
	Iteration 8Q: 3 clusters Score -2116810 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2117317.500000 Penalty: 4978.292969
	Iteration 9Q: 3 clusters Score -2117318 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2117636.750000 Penalty: 4978.292969
	Iteration 10Q: 3 clusters Score -2117637 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2117843.750000 Penalty: 4978.292969
	Iteration 11Q: 3 clusters Score -2117844 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2118003.500000 Penalty: 4978.292969
	Iteration 12Q: 3 clusters Score -2118004 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2118142.000000 Penalty: 4978.292969
	Iteration 13Q: 3 clusters Score -2118142 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2118269.750000 Penalty: 4978.292969
	Iteration 14Q: 3 clusters Score -2118270 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2118375.750000 Penalty: 4978.292969
	Iteration 15Q: 3 clusters Score -2118376 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2118464.000000 Penalty: 4978.292969
	Iteration 16Q: 3 clusters Score -2118464 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2118548.750000 Penalty: 4978.292969
	Iteration 17Q: 3 clusters Score -2118549 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2118625.500000 Penalty: 4978.292969
	Iteration 18Q: 3 clusters Score -2118626 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2118725.750000 Penalty: 4978.292969
	Iteration 19Q: 3 clusters Score -2118726 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2118802.500000 Penalty: 4978.292969
	Iteration 20F: 3 clusters Score -2118802 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2118876.000000 Penalty: 4978.292969
	Iteration 21Q: 3 clusters Score -2118876 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2118954.000000 Penalty: 4978.292969
	Iteration 22Q: 3 clusters Score -2118954 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2119021.750000 Penalty: 4978.292969
	Iteration 23Q: 3 clusters Score -2119022 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2119074.250000 Penalty: 4978.292969
	Iteration 24Q: 3 clusters Score -2119074 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2119113.750000 Penalty: 4978.292969
	Iteration 25Q: 3 clusters Score -2119114 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2119147.750000 Penalty: 4978.292969
	Iteration 26Q: 3 clusters Score -2119148 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2119161.250000 Penalty: 4978.292969
	Iteration 27Q: 3 clusters Score -2119161 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2119182.500000 Penalty: 4978.292969
	Iteration 28Q: 3 clusters Score -2119182 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2119192.000000 Penalty: 4978.292969
	Iteration 29Q: 3 clusters Score -2119192 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2119207.000000 Penalty: 4978.292969
	Iteration 30Q: 3 clusters Score -2119207 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2119208.000000 Penalty: 4978.292969
	Iteration 31Q: 3 clusters Score -2119208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2119215.750000 Penalty: 4978.292969
	Iteration 32Q: 3 clusters Score -2119216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2119219.750000 Penalty: 4978.292969
	Iteration 33Q: 3 clusters Score -2119220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2119236.500000 Penalty: 4978.292969
	Iteration 34Q: 3 clusters Score -2119236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2119240.750000 Penalty: 4978.292969
	Iteration 35Q: 3 clusters Score -2119241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2119245.750000 Penalty: 4978.292969
	Iteration 36Q: 3 clusters Score -2119246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2119249.500000 Penalty: 4978.292969
	Iteration 37Q: 3 clusters Score -2119250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2119246.750000 Penalty: 4978.292969
	Iteration 38Q: 3 clusters Score -2119247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2119257.000000 Penalty: 4978.292969
	Iteration 39Q: 3 clusters Score -2119257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2119254.250000 Penalty: 4978.292969
	Iteration 40F: 3 clusters Score -2119254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2119257.000000 Penalty: 4978.292969
	Iteration 41Q: 3 clusters Score -2119257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2119256.750000 Penalty: 4978.292969
	Iteration 42Q: 3 clusters Score -2119257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2119259.500000 Penalty: 4978.292969
	Iteration 43Q: 3 clusters Score -2119260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2119260.500000 Penalty: 4978.292969
	Iteration 44Q: 3 clusters Score -2119260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2119266.500000 Penalty: 4978.292969
	Iteration 45Q: 3 clusters Score -2119266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2119266.250000 Penalty: 4978.292969
	Iteration 46Q: 3 clusters Score -2119266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2119266.250000 Penalty: 4978.292969
	Iteration 47Q: 3 clusters Score -2119266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2119266.000000 Penalty: 4978.292969
	Iteration 48Q: 3 clusters Score -2119266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2119265.500000 Penalty: 4978.292969
	Iteration 49Q: 3 clusters Score -2119266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2119265.500000 Penalty: 4978.292969
	Iteration 50Q: 3 clusters Score -2119266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2119268.750000 Penalty: 4978.292969
	Iteration 51Q: 3 clusters Score -2119269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2119267.000000 Penalty: 4978.292969
	Iteration 52Q: 3 clusters Score -2119267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2119271.000000 Penalty: 4978.292969
	Iteration 53Q: 3 clusters Score -2119271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2119271.250000 Penalty: 4978.292969
	Iteration 54Q: 3 clusters Score -2119271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2119274.750000 Penalty: 4978.292969
	Iteration 55Q: 3 clusters Score -2119275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2119275.750000 Penalty: 4978.292969
	Iteration 56Q: 3 clusters Score -2119276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2119274.500000 Penalty: 4978.292969
	Iteration 57Q: 3 clusters Score -2119274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2119275.000000 Penalty: 4978.292969
	Iteration 58Q: 3 clusters Score -2119275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2119273.500000 Penalty: 4978.292969
	Iteration 59Q: 3 clusters Score -2119274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2119275.250000 Penalty: 4978.292969
	Iteration 60F: 3 clusters Score -2119275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2119280.250000 Penalty: 4978.292969
	Iteration 61Q: 3 clusters Score -2119280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2119282.000000 Penalty: 4978.292969
	Iteration 62Q: 3 clusters Score -2119282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2119277.250000 Penalty: 4978.292969
	Iteration 63Q: 3 clusters Score -2119277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2119275.500000 Penalty: 4978.292969
	Iteration 64Q: 3 clusters Score -2119276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2119283.250000 Penalty: 4978.292969
	Iteration 65Q: 3 clusters Score -2119283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2119282.250000 Penalty: 4978.292969
	Iteration 66Q: 3 clusters Score -2119282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2119280.000000 Penalty: 4978.292969
	Iteration 67Q: 3 clusters Score -2119280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2119281.750000 Penalty: 4978.292969
	Iteration 68Q: 3 clusters Score -2119282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2119285.500000 Penalty: 4978.292969
	Iteration 69Q: 3 clusters Score -2119286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2119290.500000 Penalty: 4978.292969
	Iteration 70Q: 3 clusters Score -2119290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2119292.000000 Penalty: 4978.292969
	Iteration 71Q: 3 clusters Score -2119292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2119287.000000 Penalty: 4978.292969
	Iteration 72Q: 3 clusters Score -2119287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2119292.500000 Penalty: 4978.292969
	Iteration 73Q: 3 clusters Score -2119292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2119298.000000 Penalty: 4978.292969
	Iteration 74Q: 3 clusters Score -2119298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2119300.250000 Penalty: 4978.292969
	Iteration 75Q: 3 clusters Score -2119300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2119304.250000 Penalty: 4978.292969
	Iteration 76Q: 3 clusters Score -2119304 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2119311.250000 Penalty: 4978.292969
	Iteration 77Q: 3 clusters Score -2119311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2119321.250000 Penalty: 4978.292969
	Iteration 78Q: 3 clusters Score -2119321 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2119330.500000 Penalty: 4978.292969
	Iteration 79Q: 3 clusters Score -2119330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2119341.750000 Penalty: 4978.292969
	Iteration 80F: 3 clusters Score -2119342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2119349.750000 Penalty: 4978.292969
	Iteration 81Q: 3 clusters Score -2119350 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2119366.250000 Penalty: 4978.292969
	Iteration 82Q: 3 clusters Score -2119366 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2119369.000000 Penalty: 4978.292969
	Iteration 83Q: 3 clusters Score -2119369 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2119384.750000 Penalty: 4978.292969
	Iteration 84Q: 3 clusters Score -2119385 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2119394.750000 Penalty: 4978.292969
	Iteration 85Q: 3 clusters Score -2119395 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2119407.500000 Penalty: 4978.292969
	Iteration 86Q: 3 clusters Score -2119408 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2119424.500000 Penalty: 4978.292969
	Iteration 87Q: 3 clusters Score -2119424 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2119443.000000 Penalty: 4978.292969
	Iteration 88Q: 3 clusters Score -2119443 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2119455.750000 Penalty: 4978.292969
	Iteration 89Q: 3 clusters Score -2119456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2119465.750000 Penalty: 4978.292969
	Iteration 90Q: 3 clusters Score -2119466 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2119481.000000 Penalty: 4978.292969
	Iteration 91Q: 3 clusters Score -2119481 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2119496.250000 Penalty: 4978.292969
	Iteration 92Q: 3 clusters Score -2119496 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2119529.250000 Penalty: 4978.292969
	Iteration 93Q: 3 clusters Score -2119529 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2119570.000000 Penalty: 4978.292969
	Iteration 94Q: 3 clusters Score -2119570 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2119600.000000 Penalty: 4978.292969
	Iteration 95Q: 3 clusters Score -2119600 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2119645.000000 Penalty: 4978.292969
	Iteration 96Q: 3 clusters Score -2119645 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2119688.250000 Penalty: 4978.292969
	Iteration 97Q: 3 clusters Score -2119688 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2119738.250000 Penalty: 4978.292969
	Iteration 98Q: 3 clusters Score -2119738 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2119791.500000 Penalty: 4978.292969
	Iteration 99Q: 3 clusters Score -2119792 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2119842.750000 Penalty: 4978.292969
	Iteration 100F: 3 clusters Score -2119843 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2119903.000000 Penalty: 4978.292969
	Iteration 101Q: 3 clusters Score -2119903 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2119972.250000 Penalty: 4978.292969
	Iteration 102Q: 3 clusters Score -2119972 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2120052.500000 Penalty: 4978.292969
	Iteration 103Q: 3 clusters Score -2120052 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2120135.000000 Penalty: 4978.292969
	Iteration 104Q: 3 clusters Score -2120135 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2120250.500000 Penalty: 4978.292969
	Iteration 105Q: 3 clusters Score -2120250 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2120382.500000 Penalty: 4978.292969
	Iteration 106Q: 3 clusters Score -2120382 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2120557.750000 Penalty: 4978.292969
	Iteration 107Q: 3 clusters Score -2120558 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2120718.000000 Penalty: 4978.292969
	Iteration 108Q: 3 clusters Score -2120718 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2120821.250000 Penalty: 4978.292969
	Iteration 109Q: 3 clusters Score -2120821 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2120879.000000 Penalty: 4978.292969
	Iteration 110Q: 3 clusters Score -2120879 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2120915.000000 Penalty: 4978.292969
	Iteration 111Q: 3 clusters Score -2120915 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2120933.750000 Penalty: 4978.292969
	Iteration 112Q: 3 clusters Score -2120934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2120939.500000 Penalty: 4978.292969
	Iteration 113Q: 3 clusters Score -2120940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2120953.750000 Penalty: 4978.292969
	Iteration 114Q: 3 clusters Score -2120954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2120966.000000 Penalty: 4978.292969
	Iteration 115Q: 3 clusters Score -2120966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2120964.750000 Penalty: 4978.292969
	Iteration 116Q: 3 clusters Score -2120965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2120971.000000 Penalty: 4978.292969
	Iteration 117Q: 3 clusters Score -2120971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2120975.000000 Penalty: 4978.292969
	Iteration 118Q: 3 clusters Score -2120975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2120973.500000 Penalty: 4978.292969
	Iteration 119Q: 3 clusters Score -2120974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2120977.750000 Penalty: 4978.292969
	Iteration 120F: 3 clusters Score -2120978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2120978.500000 Penalty: 4978.292969
	Iteration 121Q: 3 clusters Score -2120978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2120977.750000 Penalty: 4978.292969
	Iteration 122Q: 3 clusters Score -2120978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2120978.250000 Penalty: 4978.292969
	Iteration 123Q: 3 clusters Score -2120978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2120979.000000 Penalty: 4978.292969
	Iteration 124Q: 3 clusters Score -2120979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2120975.750000 Penalty: 4978.292969
	Iteration 125Q: 3 clusters Score -2120976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2120978.250000 Penalty: 4978.292969
	Iteration 126Q: 3 clusters Score -2120978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2120981.000000 Penalty: 4978.292969
	Iteration 127Q: 3 clusters Score -2120981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2120983.000000 Penalty: 4978.292969
	Iteration 128Q: 3 clusters Score -2120983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2120983.000000 Penalty: 4978.292969
	Iteration 129F: 3 clusters Score -2120983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Entering Unmasked Estep 
Score: -735605.500000 Penalty: 2226.707764
	Iteration 0F: 2 clusters Score -735605.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -729222.875000 Penalty: 4453.415527
	Iteration 0F: 3 clusters Score -729222.9 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -731057.062500 Penalty: 4453.415527
	Iteration 1F: 3 clusters Score -731057.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -731342.562500 Penalty: 4453.415527
	Iteration 2F: 3 clusters Score -731342.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -731538.937500 Penalty: 4453.415527
	Iteration 3F: 3 clusters Score -731538.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -731710.500000 Penalty: 4453.415527
	Iteration 4Q: 3 clusters Score -731710.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -731884.125000 Penalty: 4453.415527
	Iteration 5Q: 3 clusters Score -731884.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -732051.000000 Penalty: 4453.415527
	Iteration 6Q: 3 clusters Score -732051 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -732197.187500 Penalty: 4453.415527
	Iteration 7Q: 3 clusters Score -732197.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -732339.250000 Penalty: 4453.415527
	Iteration 8Q: 3 clusters Score -732339.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -732489.750000 Penalty: 4453.415527
	Iteration 9Q: 3 clusters Score -732489.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -732628.250000 Penalty: 4453.415527
	Iteration 10Q: 3 clusters Score -732628.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -732777.812500 Penalty: 4453.415527
	Iteration 11Q: 3 clusters Score -732777.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -732920.937500 Penalty: 4453.415527
	Iteration 12Q: 3 clusters Score -732920.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -733053.812500 Penalty: 4453.415527
	Iteration 13Q: 3 clusters Score -733053.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -733159.375000 Penalty: 4453.415527
	Iteration 14Q: 3 clusters Score -733159.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -733239.437500 Penalty: 4453.415527
	Iteration 15Q: 3 clusters Score -733239.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -733301.125000 Penalty: 4453.415527
	Iteration 16Q: 3 clusters Score -733301.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -733349.875000 Penalty: 4453.415527
	Iteration 17Q: 3 clusters Score -733349.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -733380.562500 Penalty: 4453.415527
	Iteration 18Q: 3 clusters Score -733380.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -733405.875000 Penalty: 4453.415527
	Iteration 19Q: 3 clusters Score -733405.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -733431.187500 Penalty: 4453.415527
	Iteration 20F: 3 clusters Score -733431.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -733444.187500 Penalty: 4453.415527
	Iteration 21Q: 3 clusters Score -733444.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -733460.750000 Penalty: 4453.415527
	Iteration 22Q: 3 clusters Score -733460.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -733474.125000 Penalty: 4453.415527
	Iteration 23Q: 3 clusters Score -733474.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -733481.437500 Penalty: 4453.415527
	Iteration 24Q: 3 clusters Score -733481.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -733489.875000 Penalty: 4453.415527
	Iteration 25Q: 3 clusters Score -733489.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -733495.812500 Penalty: 4453.415527
	Iteration 26Q: 3 clusters Score -733495.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -733499.125000 Penalty: 4453.415527
	Iteration 27Q: 3 clusters Score -733499.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -733501.937500 Penalty: 4453.415527
	Iteration 28Q: 3 clusters Score -733501.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -733503.437500 Penalty: 4453.415527
	Iteration 29Q: 3 clusters Score -733503.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -733505.812500 Penalty: 4453.415527
	Iteration 30Q: 3 clusters Score -733505.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -733510.562500 Penalty: 4453.415527
	Iteration 31Q: 3 clusters Score -733510.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -733514.187500 Penalty: 4453.415527
	Iteration 32Q: 3 clusters Score -733514.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -733517.687500 Penalty: 4453.415527
	Iteration 33Q: 3 clusters Score -733517.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -733523.562500 Penalty: 4453.415527
	Iteration 34Q: 3 clusters Score -733523.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -733522.812500 Penalty: 4453.415527
	Iteration 35Q: 3 clusters Score -733522.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -733525.625000 Penalty: 4453.415527
	Iteration 36Q: 3 clusters Score -733525.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -733529.062500 Penalty: 4453.415527
	Iteration 37Q: 3 clusters Score -733529.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -733531.250000 Penalty: 4453.415527
	Iteration 38Q: 3 clusters Score -733531.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -733534.062500 Penalty: 4453.415527
	Iteration 39Q: 3 clusters Score -733534.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -733537.000000 Penalty: 4453.415527
	Iteration 40F: 3 clusters Score -733537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -733538.500000 Penalty: 4453.415527
	Iteration 41Q: 3 clusters Score -733538.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -733540.937500 Penalty: 4453.415527
	Iteration 42Q: 3 clusters Score -733540.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -733543.062500 Penalty: 4453.415527
	Iteration 43Q: 3 clusters Score -733543.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -733543.812500 Penalty: 4453.415527
	Iteration 44Q: 3 clusters Score -733543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -733546.187500 Penalty: 4453.415527
	Iteration 45Q: 3 clusters Score -733546.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -733549.500000 Penalty: 4453.415527
	Iteration 46Q: 3 clusters Score -733549.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -733551.250000 Penalty: 4453.415527
	Iteration 47Q: 3 clusters Score -733551.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -733550.937500 Penalty: 4453.415527
	Iteration 48Q: 3 clusters Score -733550.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -733552.187500 Penalty: 4453.415527
	Iteration 49Q: 3 clusters Score -733552.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -733552.937500 Penalty: 4453.415527
	Iteration 50Q: 3 clusters Score -733552.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -733553.937500 Penalty: 4453.415527
	Iteration 51Q: 3 clusters Score -733553.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -733554.125000 Penalty: 4453.415527
	Iteration 52Q: 3 clusters Score -733554.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -733554.625000 Penalty: 4453.415527
	Iteration 53Q: 3 clusters Score -733554.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -733557.312500 Penalty: 4453.415527
	Iteration 54Q: 3 clusters Score -733557.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -733561.250000 Penalty: 4453.415527
	Iteration 55Q: 3 clusters Score -733561.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -733562.812500 Penalty: 4453.415527
	Iteration 56Q: 3 clusters Score -733562.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -733565.500000 Penalty: 4453.415527
	Iteration 57Q: 3 clusters Score -733565.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -733568.125000 Penalty: 4453.415527
	Iteration 58Q: 3 clusters Score -733568.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -733572.187500 Penalty: 4453.415527
	Iteration 59Q: 3 clusters Score -733572.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -733573.812500 Penalty: 4453.415527
	Iteration 60F: 3 clusters Score -733573.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -733573.687500 Penalty: 4453.415527
	Iteration 61Q: 3 clusters Score -733573.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -733577.250000 Penalty: 4453.415527
	Iteration 62Q: 3 clusters Score -733577.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -733578.562500 Penalty: 4453.415527
	Iteration 63Q: 3 clusters Score -733578.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -733579.312500 Penalty: 4453.415527
	Iteration 64Q: 3 clusters Score -733579.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -733581.312500 Penalty: 4453.415527
	Iteration 65Q: 3 clusters Score -733581.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -733582.625000 Penalty: 4453.415527
	Iteration 66Q: 3 clusters Score -733582.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -733585.125000 Penalty: 4453.415527
	Iteration 67Q: 3 clusters Score -733585.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -733586.500000 Penalty: 4453.415527
	Iteration 68Q: 3 clusters Score -733586.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -733590.562500 Penalty: 4453.415527
	Iteration 69Q: 3 clusters Score -733590.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -733594.062500 Penalty: 4453.415527
	Iteration 70Q: 3 clusters Score -733594.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -733597.625000 Penalty: 4453.415527
	Iteration 71Q: 3 clusters Score -733597.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -733602.375000 Penalty: 4453.415527
	Iteration 72Q: 3 clusters Score -733602.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -733607.312500 Penalty: 4453.415527
	Iteration 73Q: 3 clusters Score -733607.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -733612.125000 Penalty: 4453.415527
	Iteration 74Q: 3 clusters Score -733612.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -733617.437500 Penalty: 4453.415527
	Iteration 75Q: 3 clusters Score -733617.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -733620.750000 Penalty: 4453.415527
	Iteration 76Q: 3 clusters Score -733620.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -733625.750000 Penalty: 4453.415527
	Iteration 77Q: 3 clusters Score -733625.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -733631.687500 Penalty: 4453.415527
	Iteration 78Q: 3 clusters Score -733631.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -733635.750000 Penalty: 4453.415527
	Iteration 79Q: 3 clusters Score -733635.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -733639.125000 Penalty: 4453.415527
	Iteration 80F: 3 clusters Score -733639.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -733642.687500 Penalty: 4453.415527
	Iteration 81Q: 3 clusters Score -733642.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -733646.187500 Penalty: 4453.415527
	Iteration 82Q: 3 clusters Score -733646.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -733650.687500 Penalty: 4453.415527
	Iteration 83Q: 3 clusters Score -733650.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -733655.500000 Penalty: 4453.415527
	Iteration 84Q: 3 clusters Score -733655.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -733665.562500 Penalty: 4453.415527
	Iteration 85Q: 3 clusters Score -733665.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -733672.875000 Penalty: 4453.415527
	Iteration 86Q: 3 clusters Score -733672.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -733679.187500 Penalty: 4453.415527
	Iteration 87Q: 3 clusters Score -733679.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -733686.437500 Penalty: 4453.415527
	Iteration 88Q: 3 clusters Score -733686.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -733693.375000 Penalty: 4453.415527
	Iteration 89Q: 3 clusters Score -733693.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -733695.937500 Penalty: 4453.415527
	Iteration 90Q: 3 clusters Score -733695.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -733698.375000 Penalty: 4453.415527
	Iteration 91Q: 3 clusters Score -733698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -733699.750000 Penalty: 4453.415527
	Iteration 92Q: 3 clusters Score -733699.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -733702.812500 Penalty: 4453.415527
	Iteration 93Q: 3 clusters Score -733702.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -733703.750000 Penalty: 4453.415527
	Iteration 94Q: 3 clusters Score -733703.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -733704.687500 Penalty: 4453.415527
	Iteration 95Q: 3 clusters Score -733704.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -733707.250000 Penalty: 4453.415527
	Iteration 96Q: 3 clusters Score -733707.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -733708.437500 Penalty: 4453.415527
	Iteration 97Q: 3 clusters Score -733708.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -733710.000000 Penalty: 4453.415527
	Iteration 98Q: 3 clusters Score -733710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -733712.125000 Penalty: 4453.415527
	Iteration 99Q: 3 clusters Score -733712.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -733714.875000 Penalty: 4453.415527
	Iteration 100F: 3 clusters Score -733714.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -733720.625000 Penalty: 4453.415527
	Iteration 101Q: 3 clusters Score -733720.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -733720.312500 Penalty: 4453.415527
	Iteration 102Q: 3 clusters Score -733720.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -733724.500000 Penalty: 4453.415527
	Iteration 103Q: 3 clusters Score -733724.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -733728.187500 Penalty: 4453.415527
	Iteration 104Q: 3 clusters Score -733728.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -733729.500000 Penalty: 4453.415527
	Iteration 105Q: 3 clusters Score -733729.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -733738.062500 Penalty: 4453.415527
	Iteration 106Q: 3 clusters Score -733738.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -733742.437500 Penalty: 4453.415527
	Iteration 107Q: 3 clusters Score -733742.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -733749.812500 Penalty: 4453.415527
	Iteration 108Q: 3 clusters Score -733749.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -733758.375000 Penalty: 4453.415527
	Iteration 109Q: 3 clusters Score -733758.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -733770.062500 Penalty: 4453.415527
	Iteration 110Q: 3 clusters Score -733770.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -733781.812500 Penalty: 4453.415527
	Iteration 111Q: 3 clusters Score -733781.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -733789.000000 Penalty: 4453.415527
	Iteration 112Q: 3 clusters Score -733789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -733792.875000 Penalty: 4453.415527
	Iteration 113Q: 3 clusters Score -733792.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -733803.312500 Penalty: 4453.415527
	Iteration 114Q: 3 clusters Score -733803.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -733809.687500 Penalty: 4453.415527
	Iteration 115Q: 3 clusters Score -733809.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -733811.687500 Penalty: 4453.415527
	Iteration 116Q: 3 clusters Score -733811.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -733815.437500 Penalty: 4453.415527
	Iteration 117Q: 3 clusters Score -733815.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -733818.812500 Penalty: 4453.415527
	Iteration 118Q: 3 clusters Score -733818.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -733822.937500 Penalty: 4453.415527
	Iteration 119Q: 3 clusters Score -733822.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -733825.125000 Penalty: 4453.415527
	Iteration 120F: 3 clusters Score -733825.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -733826.687500 Penalty: 4453.415527
	Iteration 121Q: 3 clusters Score -733826.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -733826.937500 Penalty: 4453.415527
	Iteration 122Q: 3 clusters Score -733826.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -733828.125000 Penalty: 4453.415527
	Iteration 123Q: 3 clusters Score -733828.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -733828.125000 Penalty: 4453.415527
	Iteration 124F: 3 clusters Score -733828.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Entering Unmasked Estep 
Score: -981908.875000 Penalty: 2294.272461
	Iteration 0F: 2 clusters Score -981908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -973938.500000 Penalty: 4588.544922
	Iteration 0F: 3 clusters Score -973938.5 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -976282.937500 Penalty: 4588.544922
	Iteration 1F: 3 clusters Score -976282.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -976635.125000 Penalty: 4588.544922
	Iteration 2F: 3 clusters Score -976635.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -976975.562500 Penalty: 4588.544922
	Iteration 3F: 3 clusters Score -976975.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -977395.875000 Penalty: 4588.544922
	Iteration 4F: 3 clusters Score -977395.9 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -978042.125000 Penalty: 4588.544922
	Iteration 5F: 3 clusters Score -978042.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -978845.812500 Penalty: 4588.544922
	Iteration 6F: 3 clusters Score -978845.8 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -979552.750000 Penalty: 4588.544922
	Iteration 7F: 3 clusters Score -979552.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -980054.062500 Penalty: 4588.544922
	Iteration 8F: 3 clusters Score -980054.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -980410.312500 Penalty: 4588.544922
	Iteration 9Q: 3 clusters Score -980410.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -980664.375000 Penalty: 4588.544922
	Iteration 10Q: 3 clusters Score -980664.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -980868.750000 Penalty: 4588.544922
	Iteration 11Q: 3 clusters Score -980868.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -981063.125000 Penalty: 4588.544922
	Iteration 12Q: 3 clusters Score -981063.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -981228.125000 Penalty: 4588.544922
	Iteration 13Q: 3 clusters Score -981228.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -981347.437500 Penalty: 4588.544922
	Iteration 14Q: 3 clusters Score -981347.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -981410.937500 Penalty: 4588.544922
	Iteration 15Q: 3 clusters Score -981410.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -981449.875000 Penalty: 4588.544922
	Iteration 16Q: 3 clusters Score -981449.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -981477.937500 Penalty: 4588.544922
	Iteration 17Q: 3 clusters Score -981477.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -981498.687500 Penalty: 4588.544922
	Iteration 18Q: 3 clusters Score -981498.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -981513.375000 Penalty: 4588.544922
	Iteration 19Q: 3 clusters Score -981513.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -981523.937500 Penalty: 4588.544922
	Iteration 20F: 3 clusters Score -981523.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -981529.687500 Penalty: 4588.544922
	Iteration 21Q: 3 clusters Score -981529.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -981532.312500 Penalty: 4588.544922
	Iteration 22Q: 3 clusters Score -981532.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -981539.687500 Penalty: 4588.544922
	Iteration 23Q: 3 clusters Score -981539.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -981540.375000 Penalty: 4588.544922
	Iteration 24Q: 3 clusters Score -981540.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -981540.750000 Penalty: 4588.544922
	Iteration 25Q: 3 clusters Score -981540.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -981543.000000 Penalty: 4588.544922
	Iteration 26Q: 3 clusters Score -981543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -981545.500000 Penalty: 4588.544922
	Iteration 27Q: 3 clusters Score -981545.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -981544.187500 Penalty: 4588.544922
	Iteration 28Q: 3 clusters Score -981544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -981543.500000 Penalty: 4588.544922
	Iteration 29Q: 3 clusters Score -981543.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -981544.750000 Penalty: 4588.544922
	Iteration 30Q: 3 clusters Score -981544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -981544.750000 Penalty: 4588.544922
	Iteration 31F: 3 clusters Score -981544.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Entering Unmasked Estep 
Score: -663879.375000 Penalty: 2206.862305
	Iteration 0F: 2 clusters Score -663879.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -657844.437500 Penalty: 4413.724609
	Iteration 0F: 3 clusters Score -657844.4 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -659440.750000 Penalty: 4413.724609
	Iteration 1F: 3 clusters Score -659440.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -659757.937500 Penalty: 4413.724609
	Iteration 2F: 3 clusters Score -659757.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -660001.500000 Penalty: 4413.724609
	Iteration 3F: 3 clusters Score -660001.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -660224.937500 Penalty: 4413.724609
	Iteration 4Q: 3 clusters Score -660224.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -660422.062500 Penalty: 4413.724609
	Iteration 5Q: 3 clusters Score -660422.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -660562.875000 Penalty: 4413.724609
	Iteration 6Q: 3 clusters Score -660562.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -660687.937500 Penalty: 4413.724609
	Iteration 7Q: 3 clusters Score -660687.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -660800.250000 Penalty: 4413.724609
	Iteration 8Q: 3 clusters Score -660800.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -660874.625000 Penalty: 4413.724609
	Iteration 9Q: 3 clusters Score -660874.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -660956.375000 Penalty: 4413.724609
	Iteration 10Q: 3 clusters Score -660956.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -661037.687500 Penalty: 4413.724609
	Iteration 11Q: 3 clusters Score -661037.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -661120.812500 Penalty: 4413.724609
	Iteration 12Q: 3 clusters Score -661120.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -661210.000000 Penalty: 4413.724609
	Iteration 13Q: 3 clusters Score -661210 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -661301.937500 Penalty: 4413.724609
	Iteration 14Q: 3 clusters Score -661301.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -661382.687500 Penalty: 4413.724609
	Iteration 15Q: 3 clusters Score -661382.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -661505.062500 Penalty: 4413.724609
	Iteration 16Q: 3 clusters Score -661505.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -661708.125000 Penalty: 4413.724609
	Iteration 17Q: 3 clusters Score -661708.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -661975.562500 Penalty: 4413.724609
	Iteration 18Q: 3 clusters Score -661975.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -662243.750000 Penalty: 4413.724609
	Iteration 19Q: 3 clusters Score -662243.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -662476.125000 Penalty: 4413.724609
	Iteration 20F: 3 clusters Score -662476.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -662704.812500 Penalty: 4413.724609
	Iteration 21Q: 3 clusters Score -662704.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -662933.000000 Penalty: 4413.724609
	Iteration 22Q: 3 clusters Score -662933 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -663129.375000 Penalty: 4413.724609
	Iteration 23Q: 3 clusters Score -663129.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -663303.937500 Penalty: 4413.724609
	Iteration 24Q: 3 clusters Score -663303.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -663466.125000 Penalty: 4413.724609
	Iteration 25Q: 3 clusters Score -663466.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -663645.812500 Penalty: 4413.724609
	Iteration 26Q: 3 clusters Score -663645.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -663950.937500 Penalty: 4413.724609
	Iteration 27Q: 3 clusters Score -663950.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -664220.625000 Penalty: 4413.724609
	Iteration 28Q: 3 clusters Score -664220.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -664288.562500 Penalty: 4413.724609
	Iteration 29Q: 3 clusters Score -664288.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -664313.062500 Penalty: 4413.724609
	Iteration 30Q: 3 clusters Score -664313.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -664319.312500 Penalty: 4413.724609
	Iteration 31Q: 3 clusters Score -664319.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -664324.812500 Penalty: 4413.724609
	Iteration 32Q: 3 clusters Score -664324.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -664327.125000 Penalty: 4413.724609
	Iteration 33Q: 3 clusters Score -664327.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -664329.625000 Penalty: 4413.724609
	Iteration 34Q: 3 clusters Score -664329.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -664331.250000 Penalty: 4413.724609
	Iteration 35Q: 3 clusters Score -664331.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -664331.312500 Penalty: 4413.724609
	Iteration 36Q: 3 clusters Score -664331.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -664330.312500 Penalty: 4413.724609
	Iteration 37Q: 3 clusters Score -664330.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -664331.000000 Penalty: 4413.724609
	Iteration 38Q: 3 clusters Score -664331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -664331.000000 Penalty: 4413.724609
	Iteration 39F: 3 clusters Score -664331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 11821 members 
Mstep: Class 3 contains 5861 members 
Mstep: Class 4 contains 218760 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21211 members 
Mstep: Class 8 contains 136842 members 
Mstep: Class 9 contains 44371 members 
Mstep: Class 10 contains 12788 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8604 members 
Mstep: Class 13 contains 26636 members 
Mstep: Class 14 contains 307473 members 
Mstep: Class 15 contains 5330 members 
Mstep: Class 16 contains 24735 members 
Mstep: Class 17 contains 223246 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22742 members 
Mstep: Class 20 contains 11305 members 
Mstep: Class 21 contains 228889 members 
Mstep: Class 22 contains 13126 members 
Mstep: Class 23 contains 63933 members 
Mstep: Class 24 contains 11379 members 
Mstep: Class 25 contains 6802 members 
Mstep: Class 26 contains 6899 members 
Mstep: Class 27 contains 10438 members 
Mstep: Class 28 contains 8294 members 
Mstep: Class 29 contains 11137 members 
Mstep: Class 30 contains 19870 members 
Mstep: Class 31 contains 22854 members 
Mstep: Class 32 contains 7932 members 
Mstep: Class 33 contains 10416 members 
Mstep: Class 34 contains 5545 members 
Mstep: Class 35 contains 1777 members 
Entering Unmasked Estep 
Score: -157699104.000000 Penalty: 124380.453125
Splitting cluster 34 changes total score from -157700080.000000 to -157699104.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 11821 members 
Mstep: Class 3 contains 5861 members 
Mstep: Class 4 contains 218760 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21211 members 
Mstep: Class 8 contains 136842 members 
Mstep: Class 9 contains 44371 members 
Mstep: Class 10 contains 12788 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8604 members 
Mstep: Class 13 contains 26636 members 
Mstep: Class 14 contains 307473 members 
Mstep: Class 15 contains 5330 members 
Mstep: Class 16 contains 24735 members 
Mstep: Class 17 contains 223246 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22742 members 
Mstep: Class 20 contains 11305 members 
Mstep: Class 21 contains 228889 members 
Mstep: Class 22 contains 13126 members 
Mstep: Class 23 contains 63933 members 
Mstep: Class 24 contains 11379 members 
Mstep: Class 25 contains 6802 members 
Mstep: Class 26 contains 6899 members 
Mstep: Class 27 contains 10438 members 
Mstep: Class 28 contains 8294 members 
Mstep: Class 29 contains 11137 members 
Mstep: Class 30 contains 19870 members 
Mstep: Class 31 contains 22854 members 
Mstep: Class 32 contains 7932 members 
Mstep: Class 33 contains 10416 members 
Mstep: Class 34 contains 7322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700000.000000 Penalty: 120826.726562
Iteration 359Q: 35 clusters Score -1.577e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 11821 members 
Mstep: Class 3 contains 5861 members 
Mstep: Class 4 contains 218747 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21211 members 
Mstep: Class 8 contains 136836 members 
Mstep: Class 9 contains 44366 members 
Mstep: Class 10 contains 12801 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 26632 members 
Mstep: Class 14 contains 307460 members 
Mstep: Class 15 contains 5335 members 
Mstep: Class 16 contains 24738 members 
Mstep: Class 17 contains 223243 members 
Mstep: Class 18 contains 10399 members 
Mstep: Class 19 contains 22742 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228889 members 
Mstep: Class 22 contains 13125 members 
Mstep: Class 23 contains 63933 members 
Mstep: Class 24 contains 11382 members 
Mstep: Class 25 contains 6822 members 
Mstep: Class 26 contains 6903 members 
Mstep: Class 27 contains 10448 members 
Mstep: Class 28 contains 8310 members 
Mstep: Class 29 contains 11139 members 
Mstep: Class 30 contains 19839 members 
Mstep: Class 31 contains 22855 members 
Mstep: Class 32 contains 7937 members 
Mstep: Class 33 contains 10416 members 
Mstep: Class 34 contains 7319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700112.000000 Penalty: 120826.726562
Iteration 360F: 35 clusters Score -1.577001e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 11822 members 
Mstep: Class 3 contains 5862 members 
Mstep: Class 4 contains 218731 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21211 members 
Mstep: Class 8 contains 136833 members 
Mstep: Class 9 contains 44365 members 
Mstep: Class 10 contains 12813 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 8602 members 
Mstep: Class 13 contains 26630 members 
Mstep: Class 14 contains 307445 members 
Mstep: Class 15 contains 5339 members 
Mstep: Class 16 contains 24737 members 
Mstep: Class 17 contains 223239 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22740 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 228889 members 
Mstep: Class 22 contains 13124 members 
Mstep: Class 23 contains 63933 members 
Mstep: Class 24 contains 11386 members 
Mstep: Class 25 contains 6842 members 
Mstep: Class 26 contains 6904 members 
Mstep: Class 27 contains 10453 members 
Mstep: Class 28 contains 8325 members 
Mstep: Class 29 contains 11140 members 
Mstep: Class 30 contains 19803 members 
Mstep: Class 31 contains 22868 members 
Mstep: Class 32 contains 7942 members 
Mstep: Class 33 contains 10411 members 
Mstep: Class 34 contains 7317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700096.000000 Penalty: 120826.726562
Iteration 361Q: 35 clusters Score -1.577001e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 11823 members 
Mstep: Class 3 contains 5862 members 
Mstep: Class 4 contains 218716 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21211 members 
Mstep: Class 8 contains 136832 members 
Mstep: Class 9 contains 44362 members 
Mstep: Class 10 contains 12812 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 8596 members 
Mstep: Class 13 contains 26625 members 
Mstep: Class 14 contains 307442 members 
Mstep: Class 15 contains 5342 members 
Mstep: Class 16 contains 24740 members 
Mstep: Class 17 contains 223238 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 22737 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 228889 members 
Mstep: Class 22 contains 13121 members 
Mstep: Class 23 contains 63927 members 
Mstep: Class 24 contains 11387 members 
Mstep: Class 25 contains 6876 members 
Mstep: Class 26 contains 6904 members 
Mstep: Class 27 contains 10467 members 
Mstep: Class 28 contains 8335 members 
Mstep: Class 29 contains 11139 members 
Mstep: Class 30 contains 19766 members 
Mstep: Class 31 contains 22877 members 
Mstep: Class 32 contains 7949 members 
Mstep: Class 33 contains 10405 members 
Mstep: Class 34 contains 7318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700304.000000 Penalty: 120826.726562
Iteration 362Q: 35 clusters Score -1.577003e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 11822 members 
Mstep: Class 3 contains 5863 members 
Mstep: Class 4 contains 218686 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21211 members 
Mstep: Class 8 contains 136830 members 
Mstep: Class 9 contains 44362 members 
Mstep: Class 10 contains 12821 members 
Mstep: Class 11 contains 4789 members 
Mstep: Class 12 contains 8591 members 
Mstep: Class 13 contains 26622 members 
Mstep: Class 14 contains 307444 members 
Mstep: Class 15 contains 5346 members 
Mstep: Class 16 contains 24739 members 
Mstep: Class 17 contains 223234 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 22734 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 228889 members 
Mstep: Class 22 contains 13120 members 
Mstep: Class 23 contains 63925 members 
Mstep: Class 24 contains 11394 members 
Mstep: Class 25 contains 6899 members 
Mstep: Class 26 contains 6911 members 
Mstep: Class 27 contains 10481 members 
Mstep: Class 28 contains 8336 members 
Mstep: Class 29 contains 11140 members 
Mstep: Class 30 contains 19720 members 
Mstep: Class 31 contains 22891 members 
Mstep: Class 32 contains 7958 members 
Mstep: Class 33 contains 10404 members 
Mstep: Class 34 contains 7321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700304.000000 Penalty: 120826.726562
Iteration 363Q: 35 clusters Score -1.577003e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 11821 members 
Mstep: Class 3 contains 5864 members 
Mstep: Class 4 contains 218669 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21211 members 
Mstep: Class 8 contains 136826 members 
Mstep: Class 9 contains 44360 members 
Mstep: Class 10 contains 12835 members 
Mstep: Class 11 contains 4790 members 
Mstep: Class 12 contains 8587 members 
Mstep: Class 13 contains 26622 members 
Mstep: Class 14 contains 307426 members 
Mstep: Class 15 contains 5345 members 
Mstep: Class 16 contains 24742 members 
Mstep: Class 17 contains 223231 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 22732 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228889 members 
Mstep: Class 22 contains 13119 members 
Mstep: Class 23 contains 63924 members 
Mstep: Class 24 contains 11401 members 
Mstep: Class 25 contains 6917 members 
Mstep: Class 26 contains 6918 members 
Mstep: Class 27 contains 10495 members 
Mstep: Class 28 contains 8342 members 
Mstep: Class 29 contains 11145 members 
Mstep: Class 30 contains 19684 members 
Mstep: Class 31 contains 22895 members 
Mstep: Class 32 contains 7965 members 
Mstep: Class 33 contains 10397 members 
Mstep: Class 34 contains 7323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700400.000000 Penalty: 120826.726562
Iteration 364Q: 35 clusters Score -1.577004e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 11819 members 
Mstep: Class 3 contains 5864 members 
Mstep: Class 4 contains 218653 members 
Mstep: Class 5 contains 102241 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 21211 members 
Mstep: Class 8 contains 136821 members 
Mstep: Class 9 contains 44365 members 
Mstep: Class 10 contains 12841 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 8582 members 
Mstep: Class 13 contains 26625 members 
Mstep: Class 14 contains 307419 members 
Mstep: Class 15 contains 5354 members 
Mstep: Class 16 contains 24749 members 
Mstep: Class 17 contains 223230 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22734 members 
Mstep: Class 20 contains 11306 members 
Mstep: Class 21 contains 228889 members 
Mstep: Class 22 contains 13119 members 
Mstep: Class 23 contains 63924 members 
Mstep: Class 24 contains 11401 members 
Mstep: Class 25 contains 6941 members 
Mstep: Class 26 contains 6922 members 
Mstep: Class 27 contains 10504 members 
Mstep: Class 28 contains 8341 members 
Mstep: Class 29 contains 11145 members 
Mstep: Class 30 contains 19637 members 
Mstep: Class 31 contains 22899 members 
Mstep: Class 32 contains 7975 members 
Mstep: Class 33 contains 10397 members 
Mstep: Class 34 contains 7322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700400.000000 Penalty: 120826.726562
Iteration 365Q: 35 clusters Score -1.577004e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 11817 members 
Mstep: Class 3 contains 5864 members 
Mstep: Class 4 contains 218634 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21210 members 
Mstep: Class 8 contains 136818 members 
Mstep: Class 9 contains 44361 members 
Mstep: Class 10 contains 12847 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8577 members 
Mstep: Class 13 contains 26624 members 
Mstep: Class 14 contains 307423 members 
Mstep: Class 15 contains 5364 members 
Mstep: Class 16 contains 24752 members 
Mstep: Class 17 contains 223228 members 
Mstep: Class 18 contains 10399 members 
Mstep: Class 19 contains 22738 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228889 members 
Mstep: Class 22 contains 13119 members 
Mstep: Class 23 contains 63923 members 
Mstep: Class 24 contains 11403 members 
Mstep: Class 25 contains 6960 members 
Mstep: Class 26 contains 6930 members 
Mstep: Class 27 contains 10507 members 
Mstep: Class 28 contains 8343 members 
Mstep: Class 29 contains 11140 members 
Mstep: Class 30 contains 19607 members 
Mstep: Class 31 contains 22911 members 
Mstep: Class 32 contains 7977 members 
Mstep: Class 33 contains 10394 members 
Mstep: Class 34 contains 7320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700336.000000 Penalty: 120826.726562
Iteration 366Q: 35 clusters Score -1.577003e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 11815 members 
Mstep: Class 3 contains 5865 members 
Mstep: Class 4 contains 218611 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21209 members 
Mstep: Class 8 contains 136819 members 
Mstep: Class 9 contains 44357 members 
Mstep: Class 10 contains 12855 members 
Mstep: Class 11 contains 4795 members 
Mstep: Class 12 contains 8573 members 
Mstep: Class 13 contains 26620 members 
Mstep: Class 14 contains 307411 members 
Mstep: Class 15 contains 5366 members 
Mstep: Class 16 contains 24754 members 
Mstep: Class 17 contains 223221 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22740 members 
Mstep: Class 20 contains 11308 members 
Mstep: Class 21 contains 228889 members 
Mstep: Class 22 contains 13117 members 
Mstep: Class 23 contains 63922 members 
Mstep: Class 24 contains 11406 members 
Mstep: Class 25 contains 6994 members 
Mstep: Class 26 contains 6929 members 
Mstep: Class 27 contains 10518 members 
Mstep: Class 28 contains 8345 members 
Mstep: Class 29 contains 11138 members 
Mstep: Class 30 contains 19589 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 7980 members 
Mstep: Class 33 contains 10392 members 
Mstep: Class 34 contains 7318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700416.000000 Penalty: 120826.726562
Iteration 367Q: 35 clusters Score -1.577004e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 11815 members 
Mstep: Class 3 contains 5866 members 
Mstep: Class 4 contains 218588 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136818 members 
Mstep: Class 9 contains 44353 members 
Mstep: Class 10 contains 12865 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 8569 members 
Mstep: Class 13 contains 26615 members 
Mstep: Class 14 contains 307408 members 
Mstep: Class 15 contains 5365 members 
Mstep: Class 16 contains 24756 members 
Mstep: Class 17 contains 223218 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22738 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228893 members 
Mstep: Class 22 contains 13117 members 
Mstep: Class 23 contains 63922 members 
Mstep: Class 24 contains 11406 members 
Mstep: Class 25 contains 7023 members 
Mstep: Class 26 contains 6933 members 
Mstep: Class 27 contains 10526 members 
Mstep: Class 28 contains 8352 members 
Mstep: Class 29 contains 11136 members 
Mstep: Class 30 contains 19560 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 7987 members 
Mstep: Class 33 contains 10392 members 
Mstep: Class 34 contains 7317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700464.000000 Penalty: 120826.726562
Iteration 368Q: 35 clusters Score -1.577005e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5866 members 
Mstep: Class 4 contains 218588 members 
Mstep: Class 5 contains 102245 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136819 members 
Mstep: Class 9 contains 44352 members 
Mstep: Class 10 contains 12870 members 
Mstep: Class 11 contains 4797 members 
Mstep: Class 12 contains 8570 members 
Mstep: Class 13 contains 26615 members 
Mstep: Class 14 contains 307407 members 
Mstep: Class 15 contains 5364 members 
Mstep: Class 16 contains 24756 members 
Mstep: Class 17 contains 223217 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22737 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228893 members 
Mstep: Class 22 contains 13117 members 
Mstep: Class 23 contains 63916 members 
Mstep: Class 24 contains 11404 members 
Mstep: Class 25 contains 7029 members 
Mstep: Class 26 contains 6934 members 
Mstep: Class 27 contains 10541 members 
Mstep: Class 28 contains 8358 members 
Mstep: Class 29 contains 11138 members 
Mstep: Class 30 contains 19523 members 
Mstep: Class 31 contains 22918 members 
Mstep: Class 32 contains 7992 members 
Mstep: Class 33 contains 10395 members 
Mstep: Class 34 contains 7319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700640.000000 Penalty: 120826.726562
Iteration 369Q: 35 clusters Score -1.577006e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218579 members 
Mstep: Class 5 contains 102245 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136824 members 
Mstep: Class 9 contains 44353 members 
Mstep: Class 10 contains 12876 members 
Mstep: Class 11 contains 4797 members 
Mstep: Class 12 contains 8563 members 
Mstep: Class 13 contains 26612 members 
Mstep: Class 14 contains 307412 members 
Mstep: Class 15 contains 5366 members 
Mstep: Class 16 contains 24756 members 
Mstep: Class 17 contains 223217 members 
Mstep: Class 18 contains 10399 members 
Mstep: Class 19 contains 22738 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228892 members 
Mstep: Class 22 contains 13117 members 
Mstep: Class 23 contains 63914 members 
Mstep: Class 24 contains 11402 members 
Mstep: Class 25 contains 7041 members 
Mstep: Class 26 contains 6936 members 
Mstep: Class 27 contains 10540 members 
Mstep: Class 28 contains 8365 members 
Mstep: Class 29 contains 11138 members 
Mstep: Class 30 contains 19491 members 
Mstep: Class 31 contains 22920 members 
Mstep: Class 32 contains 8003 members 
Mstep: Class 33 contains 10395 members 
Mstep: Class 34 contains 7319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700432.000000 Penalty: 120826.726562
Iteration 370Q: 35 clusters Score -1.577004e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218584 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136823 members 
Mstep: Class 9 contains 44351 members 
Mstep: Class 10 contains 12880 members 
Mstep: Class 11 contains 4797 members 
Mstep: Class 12 contains 8554 members 
Mstep: Class 13 contains 26607 members 
Mstep: Class 14 contains 307406 members 
Mstep: Class 15 contains 5367 members 
Mstep: Class 16 contains 24757 members 
Mstep: Class 17 contains 223218 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22739 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228892 members 
Mstep: Class 22 contains 13117 members 
Mstep: Class 23 contains 63914 members 
Mstep: Class 24 contains 11401 members 
Mstep: Class 25 contains 7060 members 
Mstep: Class 26 contains 6941 members 
Mstep: Class 27 contains 10537 members 
Mstep: Class 28 contains 8369 members 
Mstep: Class 29 contains 11139 members 
Mstep: Class 30 contains 19463 members 
Mstep: Class 31 contains 22924 members 
Mstep: Class 32 contains 8011 members 
Mstep: Class 33 contains 10394 members 
Mstep: Class 34 contains 7318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700320.000000 Penalty: 120826.726562
Iteration 371Q: 35 clusters Score -1.577003e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218581 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136821 members 
Mstep: Class 9 contains 44347 members 
Mstep: Class 10 contains 12882 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 8551 members 
Mstep: Class 13 contains 26597 members 
Mstep: Class 14 contains 307403 members 
Mstep: Class 15 contains 5367 members 
Mstep: Class 16 contains 24764 members 
Mstep: Class 17 contains 223211 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22738 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 228892 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63915 members 
Mstep: Class 24 contains 11403 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 6946 members 
Mstep: Class 27 contains 10537 members 
Mstep: Class 28 contains 8370 members 
Mstep: Class 29 contains 11141 members 
Mstep: Class 30 contains 19446 members 
Mstep: Class 31 contains 22927 members 
Mstep: Class 32 contains 8015 members 
Mstep: Class 33 contains 10397 members 
Mstep: Class 34 contains 7316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700304.000000 Penalty: 120826.726562
Iteration 372Q: 35 clusters Score -1.577003e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218574 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136824 members 
Mstep: Class 9 contains 44350 members 
Mstep: Class 10 contains 12884 members 
Mstep: Class 11 contains 4796 members 
Mstep: Class 12 contains 8551 members 
Mstep: Class 13 contains 26588 members 
Mstep: Class 14 contains 307401 members 
Mstep: Class 15 contains 5367 members 
Mstep: Class 16 contains 24764 members 
Mstep: Class 17 contains 223208 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22738 members 
Mstep: Class 20 contains 11306 members 
Mstep: Class 21 contains 228892 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63913 members 
Mstep: Class 24 contains 11404 members 
Mstep: Class 25 contains 7076 members 
Mstep: Class 26 contains 6949 members 
Mstep: Class 27 contains 10541 members 
Mstep: Class 28 contains 8376 members 
Mstep: Class 29 contains 11142 members 
Mstep: Class 30 contains 19428 members 
Mstep: Class 31 contains 22930 members 
Mstep: Class 32 contains 8019 members 
Mstep: Class 33 contains 10398 members 
Mstep: Class 34 contains 7315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700224.000000 Penalty: 120826.726562
Iteration 373Q: 35 clusters Score -1.577002e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218566 members 
Mstep: Class 5 contains 102246 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136820 members 
Mstep: Class 9 contains 44345 members 
Mstep: Class 10 contains 12887 members 
Mstep: Class 11 contains 4796 members 
Mstep: Class 12 contains 8552 members 
Mstep: Class 13 contains 26577 members 
Mstep: Class 14 contains 307394 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 24768 members 
Mstep: Class 17 contains 223202 members 
Mstep: Class 18 contains 10399 members 
Mstep: Class 19 contains 22739 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228892 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63912 members 
Mstep: Class 24 contains 11405 members 
Mstep: Class 25 contains 7090 members 
Mstep: Class 26 contains 6952 members 
Mstep: Class 27 contains 10545 members 
Mstep: Class 28 contains 8378 members 
Mstep: Class 29 contains 11143 members 
Mstep: Class 30 contains 19419 members 
Mstep: Class 31 contains 22930 members 
Mstep: Class 32 contains 8020 members 
Mstep: Class 33 contains 10399 members 
Mstep: Class 34 contains 7314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700384.000000 Penalty: 120826.726562
Iteration 374Q: 35 clusters Score -1.577004e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218567 members 
Mstep: Class 5 contains 102245 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136817 members 
Mstep: Class 9 contains 44346 members 
Mstep: Class 10 contains 12886 members 
Mstep: Class 11 contains 4796 members 
Mstep: Class 12 contains 8551 members 
Mstep: Class 13 contains 26566 members 
Mstep: Class 14 contains 307395 members 
Mstep: Class 15 contains 5370 members 
Mstep: Class 16 contains 24769 members 
Mstep: Class 17 contains 223200 members 
Mstep: Class 18 contains 10399 members 
Mstep: Class 19 contains 22736 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228893 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63907 members 
Mstep: Class 24 contains 11405 members 
Mstep: Class 25 contains 7093 members 
Mstep: Class 26 contains 6956 members 
Mstep: Class 27 contains 10548 members 
Mstep: Class 28 contains 8378 members 
Mstep: Class 29 contains 11146 members 
Mstep: Class 30 contains 19405 members 
Mstep: Class 31 contains 22928 members 
Mstep: Class 32 contains 8022 members 
Mstep: Class 33 contains 10400 members 
Mstep: Class 34 contains 7314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700368.000000 Penalty: 120826.726562
Iteration 375Q: 35 clusters Score -1.577004e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218568 members 
Mstep: Class 5 contains 102244 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136815 members 
Mstep: Class 9 contains 44342 members 
Mstep: Class 10 contains 12890 members 
Mstep: Class 11 contains 4795 members 
Mstep: Class 12 contains 8550 members 
Mstep: Class 13 contains 26553 members 
Mstep: Class 14 contains 307392 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 24771 members 
Mstep: Class 17 contains 223201 members 
Mstep: Class 18 contains 10399 members 
Mstep: Class 19 contains 22736 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228893 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63908 members 
Mstep: Class 24 contains 11404 members 
Mstep: Class 25 contains 7094 members 
Mstep: Class 26 contains 6959 members 
Mstep: Class 27 contains 10547 members 
Mstep: Class 28 contains 8381 members 
Mstep: Class 29 contains 11149 members 
Mstep: Class 30 contains 19391 members 
Mstep: Class 31 contains 22925 members 
Mstep: Class 32 contains 8022 members 
Mstep: Class 33 contains 10403 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700320.000000 Penalty: 120826.726562
Iteration 376Q: 35 clusters Score -1.577003e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218563 members 
Mstep: Class 5 contains 102244 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136813 members 
Mstep: Class 9 contains 44340 members 
Mstep: Class 10 contains 12894 members 
Mstep: Class 11 contains 4795 members 
Mstep: Class 12 contains 8548 members 
Mstep: Class 13 contains 26543 members 
Mstep: Class 14 contains 307394 members 
Mstep: Class 15 contains 5374 members 
Mstep: Class 16 contains 24773 members 
Mstep: Class 17 contains 223210 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22737 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228894 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63907 members 
Mstep: Class 24 contains 11404 members 
Mstep: Class 25 contains 7097 members 
Mstep: Class 26 contains 6961 members 
Mstep: Class 27 contains 10551 members 
Mstep: Class 28 contains 8383 members 
Mstep: Class 29 contains 11149 members 
Mstep: Class 30 contains 19373 members 
Mstep: Class 31 contains 22925 members 
Mstep: Class 32 contains 8025 members 
Mstep: Class 33 contains 10406 members 
Mstep: Class 34 contains 7313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700304.000000 Penalty: 120826.726562
Iteration 377Q: 35 clusters Score -1.577003e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218562 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136812 members 
Mstep: Class 9 contains 44335 members 
Mstep: Class 10 contains 12896 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8545 members 
Mstep: Class 13 contains 26536 members 
Mstep: Class 14 contains 307392 members 
Mstep: Class 15 contains 5375 members 
Mstep: Class 16 contains 24773 members 
Mstep: Class 17 contains 223214 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22740 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63905 members 
Mstep: Class 24 contains 11402 members 
Mstep: Class 25 contains 7104 members 
Mstep: Class 26 contains 6961 members 
Mstep: Class 27 contains 10551 members 
Mstep: Class 28 contains 8386 members 
Mstep: Class 29 contains 11150 members 
Mstep: Class 30 contains 19362 members 
Mstep: Class 31 contains 22922 members 
Mstep: Class 32 contains 8026 members 
Mstep: Class 33 contains 10410 members 
Mstep: Class 34 contains 7313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700352.000000 Penalty: 120826.726562
Iteration 378Q: 35 clusters Score -1.577004e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 218563 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136812 members 
Mstep: Class 9 contains 44331 members 
Mstep: Class 10 contains 12898 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8542 members 
Mstep: Class 13 contains 26532 members 
Mstep: Class 14 contains 307393 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 24773 members 
Mstep: Class 17 contains 223217 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22739 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63903 members 
Mstep: Class 24 contains 11401 members 
Mstep: Class 25 contains 7110 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 10553 members 
Mstep: Class 28 contains 8389 members 
Mstep: Class 29 contains 11150 members 
Mstep: Class 30 contains 19345 members 
Mstep: Class 31 contains 22918 members 
Mstep: Class 32 contains 8031 members 
Mstep: Class 33 contains 10411 members 
Mstep: Class 34 contains 7313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700384.000000 Penalty: 120826.726562
Iteration 379Q: 35 clusters Score -1.577004e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 218562 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136811 members 
Mstep: Class 9 contains 44329 members 
Mstep: Class 10 contains 12897 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8542 members 
Mstep: Class 13 contains 26526 members 
Mstep: Class 14 contains 307397 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 24773 members 
Mstep: Class 17 contains 223214 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63902 members 
Mstep: Class 24 contains 11402 members 
Mstep: Class 25 contains 7112 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 10554 members 
Mstep: Class 28 contains 8391 members 
Mstep: Class 29 contains 11150 members 
Mstep: Class 30 contains 19340 members 
Mstep: Class 31 contains 22917 members 
Mstep: Class 32 contains 8033 members 
Mstep: Class 33 contains 10411 members 
Mstep: Class 34 contains 7313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700368.000000 Penalty: 120826.726562
Iteration 380F: 35 clusters Score -1.577004e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218566 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136811 members 
Mstep: Class 9 contains 44325 members 
Mstep: Class 10 contains 12898 members 
Mstep: Class 11 contains 4794 members 
Mstep: Class 12 contains 8541 members 
Mstep: Class 13 contains 26527 members 
Mstep: Class 14 contains 307395 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 24774 members 
Mstep: Class 17 contains 223213 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63902 members 
Mstep: Class 24 contains 11405 members 
Mstep: Class 25 contains 7117 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 10556 members 
Mstep: Class 28 contains 8390 members 
Mstep: Class 29 contains 11147 members 
Mstep: Class 30 contains 19330 members 
Mstep: Class 31 contains 22917 members 
Mstep: Class 32 contains 8033 members 
Mstep: Class 33 contains 10411 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700496.000000 Penalty: 120826.726562
Iteration 381Q: 35 clusters Score -1.577005e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218567 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136811 members 
Mstep: Class 9 contains 44324 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8543 members 
Mstep: Class 13 contains 26527 members 
Mstep: Class 14 contains 307392 members 
Mstep: Class 15 contains 5381 members 
Mstep: Class 16 contains 24776 members 
Mstep: Class 17 contains 223211 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63902 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 7123 members 
Mstep: Class 26 contains 6963 members 
Mstep: Class 27 contains 10558 members 
Mstep: Class 28 contains 8390 members 
Mstep: Class 29 contains 11143 members 
Mstep: Class 30 contains 19319 members 
Mstep: Class 31 contains 22915 members 
Mstep: Class 32 contains 8032 members 
Mstep: Class 33 contains 10410 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700416.000000 Penalty: 120826.726562
Iteration 382Q: 35 clusters Score -1.577004e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218566 members 
Mstep: Class 5 contains 102243 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136811 members 
Mstep: Class 9 contains 44325 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8543 members 
Mstep: Class 13 contains 26524 members 
Mstep: Class 14 contains 307391 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 24777 members 
Mstep: Class 17 contains 223208 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63900 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 7126 members 
Mstep: Class 26 contains 6963 members 
Mstep: Class 27 contains 10561 members 
Mstep: Class 28 contains 8391 members 
Mstep: Class 29 contains 11143 members 
Mstep: Class 30 contains 19315 members 
Mstep: Class 31 contains 22915 members 
Mstep: Class 32 contains 8033 members 
Mstep: Class 33 contains 10410 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700384.000000 Penalty: 120826.726562
Iteration 383Q: 35 clusters Score -1.577004e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218565 members 
Mstep: Class 5 contains 102242 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136811 members 
Mstep: Class 9 contains 44323 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8542 members 
Mstep: Class 13 contains 26522 members 
Mstep: Class 14 contains 307391 members 
Mstep: Class 15 contains 5381 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 223208 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63900 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 7126 members 
Mstep: Class 26 contains 6963 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8392 members 
Mstep: Class 29 contains 11145 members 
Mstep: Class 30 contains 19310 members 
Mstep: Class 31 contains 22915 members 
Mstep: Class 32 contains 8033 members 
Mstep: Class 33 contains 10409 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700448.000000 Penalty: 120826.726562
Iteration 384Q: 35 clusters Score -1.577004e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218566 members 
Mstep: Class 5 contains 102241 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136811 members 
Mstep: Class 9 contains 44325 members 
Mstep: Class 10 contains 12903 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8542 members 
Mstep: Class 13 contains 26521 members 
Mstep: Class 14 contains 307391 members 
Mstep: Class 15 contains 5382 members 
Mstep: Class 16 contains 24780 members 
Mstep: Class 17 contains 223207 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63900 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 7125 members 
Mstep: Class 26 contains 6963 members 
Mstep: Class 27 contains 10561 members 
Mstep: Class 28 contains 8392 members 
Mstep: Class 29 contains 11146 members 
Mstep: Class 30 contains 19305 members 
Mstep: Class 31 contains 22915 members 
Mstep: Class 32 contains 8033 members 
Mstep: Class 33 contains 10408 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700384.000000 Penalty: 120826.726562
Iteration 385Q: 35 clusters Score -1.577004e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218566 members 
Mstep: Class 5 contains 102241 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136811 members 
Mstep: Class 9 contains 44327 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8542 members 
Mstep: Class 13 contains 26521 members 
Mstep: Class 14 contains 307393 members 
Mstep: Class 15 contains 5381 members 
Mstep: Class 16 contains 24780 members 
Mstep: Class 17 contains 223206 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63900 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7125 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8392 members 
Mstep: Class 29 contains 11146 members 
Mstep: Class 30 contains 19300 members 
Mstep: Class 31 contains 22915 members 
Mstep: Class 32 contains 8034 members 
Mstep: Class 33 contains 10407 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700448.000000 Penalty: 120826.726562
Iteration 386Q: 35 clusters Score -1.577004e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218565 members 
Mstep: Class 5 contains 102241 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136811 members 
Mstep: Class 9 contains 44327 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8542 members 
Mstep: Class 13 contains 26520 members 
Mstep: Class 14 contains 307394 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 24780 members 
Mstep: Class 17 contains 223206 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63900 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7127 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8394 members 
Mstep: Class 29 contains 11146 members 
Mstep: Class 30 contains 19297 members 
Mstep: Class 31 contains 22916 members 
Mstep: Class 32 contains 8034 members 
Mstep: Class 33 contains 10406 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700400.000000 Penalty: 120826.726562
Iteration 387Q: 35 clusters Score -1.577004e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5869 members 
Mstep: Class 4 contains 218566 members 
Mstep: Class 5 contains 102241 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136811 members 
Mstep: Class 9 contains 44325 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8541 members 
Mstep: Class 13 contains 26518 members 
Mstep: Class 14 contains 307392 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 24780 members 
Mstep: Class 17 contains 223205 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63900 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7130 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8394 members 
Mstep: Class 29 contains 11146 members 
Mstep: Class 30 contains 19295 members 
Mstep: Class 31 contains 22917 members 
Mstep: Class 32 contains 8034 members 
Mstep: Class 33 contains 10406 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700384.000000 Penalty: 120826.726562
Iteration 388Q: 35 clusters Score -1.577004e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5869 members 
Mstep: Class 4 contains 218565 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136811 members 
Mstep: Class 9 contains 44322 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8539 members 
Mstep: Class 13 contains 26513 members 
Mstep: Class 14 contains 307391 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 24780 members 
Mstep: Class 17 contains 223205 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63900 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6961 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8394 members 
Mstep: Class 29 contains 11146 members 
Mstep: Class 30 contains 19295 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8034 members 
Mstep: Class 33 contains 10406 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700400.000000 Penalty: 120826.726562
Iteration 389Q: 35 clusters Score -1.577004e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5869 members 
Mstep: Class 4 contains 218567 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136810 members 
Mstep: Class 9 contains 44320 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8539 members 
Mstep: Class 13 contains 26510 members 
Mstep: Class 14 contains 307391 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 24780 members 
Mstep: Class 17 contains 223204 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63900 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6961 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8394 members 
Mstep: Class 29 contains 11147 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8034 members 
Mstep: Class 33 contains 10406 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700432.000000 Penalty: 120826.726562
Iteration 390Q: 35 clusters Score -1.577004e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5869 members 
Mstep: Class 4 contains 218566 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136810 members 
Mstep: Class 9 contains 44318 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8540 members 
Mstep: Class 13 contains 26508 members 
Mstep: Class 14 contains 307390 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 223204 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63900 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6961 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8394 members 
Mstep: Class 29 contains 11148 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8034 members 
Mstep: Class 33 contains 10406 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700448.000000 Penalty: 120826.726562
Iteration 391Q: 35 clusters Score -1.577004e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5869 members 
Mstep: Class 4 contains 218566 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136811 members 
Mstep: Class 9 contains 44316 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 8539 members 
Mstep: Class 13 contains 26506 members 
Mstep: Class 14 contains 307391 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 223204 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63900 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6961 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8394 members 
Mstep: Class 29 contains 11148 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8034 members 
Mstep: Class 33 contains 10406 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700496.000000 Penalty: 120826.726562
Iteration 392Q: 35 clusters Score -1.577005e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5869 members 
Mstep: Class 4 contains 218566 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136811 members 
Mstep: Class 9 contains 44315 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 8538 members 
Mstep: Class 13 contains 26502 members 
Mstep: Class 14 contains 307392 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 223205 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63900 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6961 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8394 members 
Mstep: Class 29 contains 11148 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8035 members 
Mstep: Class 33 contains 10406 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700496.000000 Penalty: 120826.726562
Iteration 393Q: 35 clusters Score -1.577005e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5869 members 
Mstep: Class 4 contains 218566 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 136812 members 
Mstep: Class 9 contains 44314 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 8537 members 
Mstep: Class 13 contains 26500 members 
Mstep: Class 14 contains 307390 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 223204 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63899 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8394 members 
Mstep: Class 29 contains 11148 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 22920 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 10407 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700464.000000 Penalty: 120826.726562
Iteration 394Q: 35 clusters Score -1.577005e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5869 members 
Mstep: Class 4 contains 218567 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136814 members 
Mstep: Class 9 contains 44313 members 
Mstep: Class 10 contains 12903 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 8536 members 
Mstep: Class 13 contains 26497 members 
Mstep: Class 14 contains 307390 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 223204 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22740 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63900 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8394 members 
Mstep: Class 29 contains 11148 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 10407 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700512.000000 Penalty: 120826.726562
Iteration 395Q: 35 clusters Score -1.577005e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5869 members 
Mstep: Class 4 contains 218567 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136815 members 
Mstep: Class 9 contains 44313 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 8536 members 
Mstep: Class 13 contains 26493 members 
Mstep: Class 14 contains 307390 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 223204 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63900 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8394 members 
Mstep: Class 29 contains 11148 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 10408 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700480.000000 Penalty: 120826.726562
Iteration 396Q: 35 clusters Score -1.577005e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5869 members 
Mstep: Class 4 contains 218567 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136816 members 
Mstep: Class 9 contains 44314 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 4789 members 
Mstep: Class 12 contains 8536 members 
Mstep: Class 13 contains 26493 members 
Mstep: Class 14 contains 307390 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 223204 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63900 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6961 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8394 members 
Mstep: Class 29 contains 11148 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 10409 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700512.000000 Penalty: 120826.726562
Iteration 397Q: 35 clusters Score -1.577005e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5869 members 
Mstep: Class 4 contains 218567 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136817 members 
Mstep: Class 9 contains 44311 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 4788 members 
Mstep: Class 12 contains 8536 members 
Mstep: Class 13 contains 26492 members 
Mstep: Class 14 contains 307390 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 223205 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63899 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6961 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8395 members 
Mstep: Class 29 contains 11148 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 10410 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700480.000000 Penalty: 120826.726562
Iteration 398Q: 35 clusters Score -1.577005e+08 nChanged 7
Entering ConstructFrom: 
Score: -157700480.000000 Penalty: 120826.726562
Entering ConstructFrom: 
Trying to split cluster 1 (35672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Entering Unmasked Estep 
Score: -3482784.000000 Penalty: 2599.566162
	Iteration 0F: 2 clusters Score -3482784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -3458592.500000 Penalty: 5199.132324
	Iteration 0F: 3 clusters Score -3458592 nChanged 16150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3467290.250000 Penalty: 5199.132324
	Iteration 1F: 3 clusters Score -3467290 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3467797.500000 Penalty: 5199.132324
	Iteration 2Q: 3 clusters Score -3467798 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3468221.250000 Penalty: 5199.132324
	Iteration 3Q: 3 clusters Score -3468221 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3468619.250000 Penalty: 5199.132324
	Iteration 4Q: 3 clusters Score -3468619 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -3469093.000000 Penalty: 5199.132324
	Iteration 5Q: 3 clusters Score -3469093 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -3469655.750000 Penalty: 5199.132324
	Iteration 6Q: 3 clusters Score -3469656 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3470370.750000 Penalty: 5199.132324
	Iteration 7Q: 3 clusters Score -3470371 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -3471469.000000 Penalty: 5199.132324
	Iteration 8Q: 3 clusters Score -3471469 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3473083.000000 Penalty: 5199.132324
	Iteration 9F: 3 clusters Score -3473083 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -3475269.750000 Penalty: 5199.132324
	Iteration 10F: 3 clusters Score -3475270 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -3477387.250000 Penalty: 5199.132324
	Iteration 11F: 3 clusters Score -3477387 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -3479139.500000 Penalty: 5199.132324
	Iteration 12F: 3 clusters Score -3479140 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3480479.750000 Penalty: 5199.132324
	Iteration 13Q: 3 clusters Score -3480480 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3481360.250000 Penalty: 5199.132324
	Iteration 14Q: 3 clusters Score -3481360 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3481877.500000 Penalty: 5199.132324
	Iteration 15Q: 3 clusters Score -3481878 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -3482228.000000 Penalty: 5199.132324
	Iteration 16Q: 3 clusters Score -3482228 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -3482439.750000 Penalty: 5199.132324
	Iteration 17Q: 3 clusters Score -3482440 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3482596.500000 Penalty: 5199.132324
	Iteration 18Q: 3 clusters Score -3482596 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -3482730.750000 Penalty: 5199.132324
	Iteration 19Q: 3 clusters Score -3482731 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -3482837.750000 Penalty: 5199.132324
	Iteration 20F: 3 clusters Score -3482838 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3482930.000000 Penalty: 5199.132324
	Iteration 21Q: 3 clusters Score -3482930 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -3482994.750000 Penalty: 5199.132324
	Iteration 22Q: 3 clusters Score -3482995 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -3483046.000000 Penalty: 5199.132324
	Iteration 23Q: 3 clusters Score -3483046 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -3483103.750000 Penalty: 5199.132324
	Iteration 24Q: 3 clusters Score -3483104 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -3483137.500000 Penalty: 5199.132324
	Iteration 25Q: 3 clusters Score -3483138 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3483175.750000 Penalty: 5199.132324
	Iteration 26Q: 3 clusters Score -3483176 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -3483224.750000 Penalty: 5199.132324
	Iteration 27Q: 3 clusters Score -3483225 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3483231.500000 Penalty: 5199.132324
	Iteration 28Q: 3 clusters Score -3483232 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -3483249.000000 Penalty: 5199.132324
	Iteration 29Q: 3 clusters Score -3483249 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -3483244.500000 Penalty: 5199.132324
	Iteration 30Q: 3 clusters Score -3483244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3483245.000000 Penalty: 5199.132324
	Iteration 31Q: 3 clusters Score -3483245 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3483258.750000 Penalty: 5199.132324
	Iteration 32Q: 3 clusters Score -3483259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3483275.750000 Penalty: 5199.132324
	Iteration 33Q: 3 clusters Score -3483276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3483275.000000 Penalty: 5199.132324
	Iteration 34Q: 3 clusters Score -3483275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -3483276.750000 Penalty: 5199.132324
	Iteration 35Q: 3 clusters Score -3483277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -3483279.750000 Penalty: 5199.132324
	Iteration 36Q: 3 clusters Score -3483280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3483272.000000 Penalty: 5199.132324
	Iteration 37Q: 3 clusters Score -3483272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -3483262.750000 Penalty: 5199.132324
	Iteration 38Q: 3 clusters Score -3483263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3483267.000000 Penalty: 5199.132324
	Iteration 39Q: 3 clusters Score -3483267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -3483271.000000 Penalty: 5199.132324
	Iteration 40F: 3 clusters Score -3483271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -3483273.500000 Penalty: 5199.132324
	Iteration 41Q: 3 clusters Score -3483274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -3483267.000000 Penalty: 5199.132324
	Iteration 42Q: 3 clusters Score -3483267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3483273.500000 Penalty: 5199.132324
	Iteration 43Q: 3 clusters Score -3483274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3483276.500000 Penalty: 5199.132324
	Iteration 44Q: 3 clusters Score -3483276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -3483274.250000 Penalty: 5199.132324
	Iteration 45Q: 3 clusters Score -3483274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -3483275.750000 Penalty: 5199.132324
	Iteration 46Q: 3 clusters Score -3483276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -3483275.750000 Penalty: 5199.132324
	Iteration 47F: 3 clusters Score -3483276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218567 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136817 members 
Mstep: Class 9 contains 44309 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 8536 members 
Mstep: Class 13 contains 26492 members 
Mstep: Class 14 contains 307390 members 
Mstep: Class 15 contains 5380 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 223205 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63899 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6960 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8396 members 
Mstep: Class 29 contains 11148 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 10410 members 
Mstep: Class 34 contains 7312 members 
Mstep: Class 35 contains 17194 members 
Entering Unmasked Estep 
Score: -157699840.000000 Penalty: 124380.453125
Splitting cluster 1 changes total score from -157700480.000000 to -157699840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Entering Unmasked Estep 
Score: -1138592.875000 Penalty: 2325.506104
	Iteration 0F: 2 clusters Score -1138593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1129801.750000 Penalty: 4651.012207
	Iteration 0F: 3 clusters Score -1129802 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1132752.125000 Penalty: 4651.012207
	Iteration 1F: 3 clusters Score -1132752 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1133200.625000 Penalty: 4651.012207
	Iteration 2F: 3 clusters Score -1133201 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1133650.750000 Penalty: 4651.012207
	Iteration 3F: 3 clusters Score -1133651 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1134129.500000 Penalty: 4651.012207
	Iteration 4F: 3 clusters Score -1134130 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1134696.500000 Penalty: 4651.012207
	Iteration 5F: 3 clusters Score -1134696 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1135328.250000 Penalty: 4651.012207
	Iteration 6F: 3 clusters Score -1135328 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1136013.125000 Penalty: 4651.012207
	Iteration 7Q: 3 clusters Score -1136013 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1136622.500000 Penalty: 4651.012207
	Iteration 8Q: 3 clusters Score -1136622 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1137001.875000 Penalty: 4651.012207
	Iteration 9Q: 3 clusters Score -1137002 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1137216.250000 Penalty: 4651.012207
	Iteration 10Q: 3 clusters Score -1137216 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1137352.625000 Penalty: 4651.012207
	Iteration 11Q: 3 clusters Score -1137353 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1137423.375000 Penalty: 4651.012207
	Iteration 12Q: 3 clusters Score -1137423 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1137464.875000 Penalty: 4651.012207
	Iteration 13Q: 3 clusters Score -1137465 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1137492.000000 Penalty: 4651.012207
	Iteration 14Q: 3 clusters Score -1137492 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1137505.875000 Penalty: 4651.012207
	Iteration 15Q: 3 clusters Score -1137506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1137515.750000 Penalty: 4651.012207
	Iteration 16Q: 3 clusters Score -1137516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1137519.250000 Penalty: 4651.012207
	Iteration 17Q: 3 clusters Score -1137519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1137533.375000 Penalty: 4651.012207
	Iteration 18Q: 3 clusters Score -1137533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1137532.875000 Penalty: 4651.012207
	Iteration 19Q: 3 clusters Score -1137533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1137539.875000 Penalty: 4651.012207
	Iteration 20F: 3 clusters Score -1137540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1137545.250000 Penalty: 4651.012207
	Iteration 21Q: 3 clusters Score -1137545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1137546.750000 Penalty: 4651.012207
	Iteration 22Q: 3 clusters Score -1137547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1137549.750000 Penalty: 4651.012207
	Iteration 23Q: 3 clusters Score -1137550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1137549.000000 Penalty: 4651.012207
	Iteration 24Q: 3 clusters Score -1137549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1137551.000000 Penalty: 4651.012207
	Iteration 25Q: 3 clusters Score -1137551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1137549.750000 Penalty: 4651.012207
	Iteration 26Q: 3 clusters Score -1137550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1137554.500000 Penalty: 4651.012207
	Iteration 27Q: 3 clusters Score -1137554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1137554.500000 Penalty: 4651.012207
	Iteration 28F: 3 clusters Score -1137554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Entering Unmasked Estep 
Score: -557571.062500 Penalty: 2151.962646
	Iteration 0F: 2 clusters Score -557571.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -552533.187500 Penalty: 4303.925293
	Iteration 0F: 3 clusters Score -552533.2 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -553814.187500 Penalty: 4303.925293
	Iteration 1F: 3 clusters Score -553814.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -554047.500000 Penalty: 4303.925293
	Iteration 2F: 3 clusters Score -554047.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -554192.250000 Penalty: 4303.925293
	Iteration 3Q: 3 clusters Score -554192.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -554284.000000 Penalty: 4303.925293
	Iteration 4Q: 3 clusters Score -554284 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -554373.125000 Penalty: 4303.925293
	Iteration 5Q: 3 clusters Score -554373.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -554451.125000 Penalty: 4303.925293
	Iteration 6Q: 3 clusters Score -554451.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -554524.875000 Penalty: 4303.925293
	Iteration 7Q: 3 clusters Score -554524.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -554621.062500 Penalty: 4303.925293
	Iteration 8Q: 3 clusters Score -554621.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -554741.625000 Penalty: 4303.925293
	Iteration 9Q: 3 clusters Score -554741.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -554910.500000 Penalty: 4303.925293
	Iteration 10Q: 3 clusters Score -554910.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -555121.187500 Penalty: 4303.925293
	Iteration 11Q: 3 clusters Score -555121.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -555372.062500 Penalty: 4303.925293
	Iteration 12Q: 3 clusters Score -555372.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -555636.625000 Penalty: 4303.925293
	Iteration 13Q: 3 clusters Score -555636.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -555879.062500 Penalty: 4303.925293
	Iteration 14Q: 3 clusters Score -555879.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -556068.437500 Penalty: 4303.925293
	Iteration 15Q: 3 clusters Score -556068.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -556218.000000 Penalty: 4303.925293
	Iteration 16Q: 3 clusters Score -556218 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -556338.437500 Penalty: 4303.925293
	Iteration 17Q: 3 clusters Score -556338.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -556439.687500 Penalty: 4303.925293
	Iteration 18Q: 3 clusters Score -556439.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -556532.750000 Penalty: 4303.925293
	Iteration 19Q: 3 clusters Score -556532.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -556617.250000 Penalty: 4303.925293
	Iteration 20F: 3 clusters Score -556617.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -556689.437500 Penalty: 4303.925293
	Iteration 21Q: 3 clusters Score -556689.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -556749.562500 Penalty: 4303.925293
	Iteration 22Q: 3 clusters Score -556749.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -556799.000000 Penalty: 4303.925293
	Iteration 23Q: 3 clusters Score -556799 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -556854.562500 Penalty: 4303.925293
	Iteration 24Q: 3 clusters Score -556854.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -556903.875000 Penalty: 4303.925293
	Iteration 25Q: 3 clusters Score -556903.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -556941.500000 Penalty: 4303.925293
	Iteration 26Q: 3 clusters Score -556941.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -556993.000000 Penalty: 4303.925293
	Iteration 27Q: 3 clusters Score -556993 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -557049.875000 Penalty: 4303.925293
	Iteration 28Q: 3 clusters Score -557049.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -557091.812500 Penalty: 4303.925293
	Iteration 29Q: 3 clusters Score -557091.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -557129.062500 Penalty: 4303.925293
	Iteration 30Q: 3 clusters Score -557129.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -557151.312500 Penalty: 4303.925293
	Iteration 31Q: 3 clusters Score -557151.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -557161.125000 Penalty: 4303.925293
	Iteration 32Q: 3 clusters Score -557161.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -557169.812500 Penalty: 4303.925293
	Iteration 33Q: 3 clusters Score -557169.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -557173.750000 Penalty: 4303.925293
	Iteration 34Q: 3 clusters Score -557173.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -557177.812500 Penalty: 4303.925293
	Iteration 35Q: 3 clusters Score -557177.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -557178.125000 Penalty: 4303.925293
	Iteration 36Q: 3 clusters Score -557178.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -557181.187500 Penalty: 4303.925293
	Iteration 37Q: 3 clusters Score -557181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -557181.437500 Penalty: 4303.925293
	Iteration 38Q: 3 clusters Score -557181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -557182.125000 Penalty: 4303.925293
	Iteration 39Q: 3 clusters Score -557182.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -557182.125000 Penalty: 4303.925293
	Iteration 40F: 3 clusters Score -557182.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (218567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218567 members 
Entering Unmasked Estep 
Score: -21397286.000000 Penalty: 3049.122070
	Iteration 0F: 2 clusters Score -2.139729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109261 members 
Mstep: Class 2 contains 109306 members 
Entering Unmasked Estep 
Score: -21253016.000000 Penalty: 6098.244141
	Iteration 0F: 3 clusters Score -2.125302e+07 nChanged 105457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110468 members 
Mstep: Class 2 contains 108099 members 
Entering Unmasked Estep 
Score: -21314382.000000 Penalty: 6098.244141
	Iteration 1F: 3 clusters Score -2.131438e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111875 members 
Mstep: Class 2 contains 106692 members 
Entering Unmasked Estep 
Score: -21315510.000000 Penalty: 6098.244141
	Iteration 2Q: 3 clusters Score -2.131551e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114176 members 
Mstep: Class 2 contains 104391 members 
Entering Unmasked Estep 
Score: -21317024.000000 Penalty: 6098.244141
	Iteration 3Q: 3 clusters Score -2.131702e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118051 members 
Mstep: Class 2 contains 100516 members 
Entering Unmasked Estep 
Score: -21319128.000000 Penalty: 6098.244141
	Iteration 4Q: 3 clusters Score -2.131913e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123969 members 
Mstep: Class 2 contains 94598 members 
Entering Unmasked Estep 
Score: -21322570.000000 Penalty: 6098.244141
	Iteration 5Q: 3 clusters Score -2.132257e+07 nChanged 11927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132610 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -21328346.000000 Penalty: 6098.244141
	Iteration 6F: 3 clusters Score -2.132835e+07 nChanged 14620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144188 members 
Mstep: Class 2 contains 74379 members 
Entering Unmasked Estep 
Score: -21337268.000000 Penalty: 6098.244141
	Iteration 7F: 3 clusters Score -2.133727e+07 nChanged 16323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158113 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -21348374.000000 Penalty: 6098.244141
	Iteration 8F: 3 clusters Score -2.134837e+07 nChanged 15986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172749 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -21360050.000000 Penalty: 6098.244141
	Iteration 9F: 3 clusters Score -2.136005e+07 nChanged 14100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186281 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -21370180.000000 Penalty: 6098.244141
	Iteration 10F: 3 clusters Score -2.137018e+07 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197465 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -21378568.000000 Penalty: 6098.244141
	Iteration 11F: 3 clusters Score -2.137857e+07 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205995 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -21385128.000000 Penalty: 6098.244141
	Iteration 12Q: 3 clusters Score -2.138513e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211826 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -21389506.000000 Penalty: 6098.244141
	Iteration 13Q: 3 clusters Score -2.138951e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215192 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -21392148.000000 Penalty: 6098.244141
	Iteration 14Q: 3 clusters Score -2.139215e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216847 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -21393546.000000 Penalty: 6098.244141
	Iteration 15Q: 3 clusters Score -2.139355e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217541 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -21394084.000000 Penalty: 6098.244141
	Iteration 16Q: 3 clusters Score -2.139408e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217799 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -21394332.000000 Penalty: 6098.244141
	Iteration 17Q: 3 clusters Score -2.139433e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217905 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -21394458.000000 Penalty: 6098.244141
	Iteration 18Q: 3 clusters Score -2.139446e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217956 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -21394516.000000 Penalty: 6098.244141
	Iteration 19Q: 3 clusters Score -2.139452e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217991 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -21394552.000000 Penalty: 6098.244141
	Iteration 20F: 3 clusters Score -2.139455e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218015 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -21394592.000000 Penalty: 6098.244141
	Iteration 21Q: 3 clusters Score -2.139459e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218032 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -21394618.000000 Penalty: 6098.244141
	Iteration 22Q: 3 clusters Score -2.139462e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218047 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -21394642.000000 Penalty: 6098.244141
	Iteration 23Q: 3 clusters Score -2.139464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218057 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -21394638.000000 Penalty: 6098.244141
	Iteration 24Q: 3 clusters Score -2.139464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218064 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -21394644.000000 Penalty: 6098.244141
	Iteration 25Q: 3 clusters Score -2.139464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218066 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -21394654.000000 Penalty: 6098.244141
	Iteration 26Q: 3 clusters Score -2.139465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218067 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -21394654.000000 Penalty: 6098.244141
	Iteration 27Q: 3 clusters Score -2.139465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218070 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -21394656.000000 Penalty: 6098.244141
	Iteration 28Q: 3 clusters Score -2.139466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218071 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -21394674.000000 Penalty: 6098.244141
	Iteration 29Q: 3 clusters Score -2.139467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218073 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -21394670.000000 Penalty: 6098.244141
	Iteration 30Q: 3 clusters Score -2.139467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218073 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -21394676.000000 Penalty: 6098.244141
	Iteration 31Q: 3 clusters Score -2.139468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218071 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -21394678.000000 Penalty: 6098.244141
	Iteration 32Q: 3 clusters Score -2.139468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218072 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -21394688.000000 Penalty: 6098.244141
	Iteration 33Q: 3 clusters Score -2.139469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218073 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -21394684.000000 Penalty: 6098.244141
	Iteration 34Q: 3 clusters Score -2.139468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218073 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -21394684.000000 Penalty: 6098.244141
	Iteration 35F: 3 clusters Score -2.139468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102240 members 
Entering Unmasked Estep 
Score: -10083218.000000 Penalty: 2860.699463
	Iteration 0F: 2 clusters Score -1.008322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -10014746.000000 Penalty: 5721.398926
	Iteration 0F: 3 clusters Score -1.001475e+07 nChanged 48447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -10042794.000000 Penalty: 5721.398926
	Iteration 1F: 3 clusters Score -1.004279e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -10043751.000000 Penalty: 5721.398926
	Iteration 2Q: 3 clusters Score -1.004375e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -10044780.000000 Penalty: 5721.398926
	Iteration 3Q: 3 clusters Score -1.004478e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -10045970.000000 Penalty: 5721.398926
	Iteration 4Q: 3 clusters Score -1.004597e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 58426 members 
Entering Unmasked Estep 
Score: -10047590.000000 Penalty: 5721.398926
	Iteration 5Q: 3 clusters Score -1.004759e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -10049762.000000 Penalty: 5721.398926
	Iteration 6Q: 3 clusters Score -1.004976e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 66565 members 
Entering Unmasked Estep 
Score: -10053146.000000 Penalty: 5721.398926
	Iteration 7F: 3 clusters Score -1.005315e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -10057583.000000 Penalty: 5721.398926
	Iteration 8F: 3 clusters Score -1.005758e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -10062597.000000 Penalty: 5721.398926
	Iteration 9F: 3 clusters Score -1.00626e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 84999 members 
Entering Unmasked Estep 
Score: -10067519.000000 Penalty: 5721.398926
	Iteration 10F: 3 clusters Score -1.006752e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -10071522.000000 Penalty: 5721.398926
	Iteration 11F: 3 clusters Score -1.007152e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 94236 members 
Entering Unmasked Estep 
Score: -10074665.000000 Penalty: 5721.398926
	Iteration 12Q: 3 clusters Score -1.007466e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 97155 members 
Entering Unmasked Estep 
Score: -10076960.000000 Penalty: 5721.398926
	Iteration 13Q: 3 clusters Score -1.007696e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 99078 members 
Entering Unmasked Estep 
Score: -10078414.000000 Penalty: 5721.398926
	Iteration 14Q: 3 clusters Score -1.007841e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 100299 members 
Entering Unmasked Estep 
Score: -10079416.000000 Penalty: 5721.398926
	Iteration 15Q: 3 clusters Score -1.007942e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 100990 members 
Entering Unmasked Estep 
Score: -10079944.000000 Penalty: 5721.398926
	Iteration 16Q: 3 clusters Score -1.007994e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 101348 members 
Entering Unmasked Estep 
Score: -10080258.000000 Penalty: 5721.398926
	Iteration 17Q: 3 clusters Score -1.008026e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 101557 members 
Entering Unmasked Estep 
Score: -10080420.000000 Penalty: 5721.398926
	Iteration 18Q: 3 clusters Score -1.008042e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 101652 members 
Entering Unmasked Estep 
Score: -10080501.000000 Penalty: 5721.398926
	Iteration 19Q: 3 clusters Score -1.00805e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 101706 members 
Entering Unmasked Estep 
Score: -10080562.000000 Penalty: 5721.398926
	Iteration 20F: 3 clusters Score -1.008056e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 101744 members 
Entering Unmasked Estep 
Score: -10080613.000000 Penalty: 5721.398926
	Iteration 21Q: 3 clusters Score -1.008061e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 101758 members 
Entering Unmasked Estep 
Score: -10080628.000000 Penalty: 5721.398926
	Iteration 22Q: 3 clusters Score -1.008063e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 101775 members 
Entering Unmasked Estep 
Score: -10080647.000000 Penalty: 5721.398926
	Iteration 23Q: 3 clusters Score -1.008065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 101783 members 
Entering Unmasked Estep 
Score: -10080661.000000 Penalty: 5721.398926
	Iteration 24Q: 3 clusters Score -1.008066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 101792 members 
Entering Unmasked Estep 
Score: -10080685.000000 Penalty: 5721.398926
	Iteration 25Q: 3 clusters Score -1.008068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 101799 members 
Entering Unmasked Estep 
Score: -10080696.000000 Penalty: 5721.398926
	Iteration 26Q: 3 clusters Score -1.00807e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 101808 members 
Entering Unmasked Estep 
Score: -10080723.000000 Penalty: 5721.398926
	Iteration 27Q: 3 clusters Score -1.008072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 101813 members 
Entering Unmasked Estep 
Score: -10080736.000000 Penalty: 5721.398926
	Iteration 28Q: 3 clusters Score -1.008074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
Score: -10080745.000000 Penalty: 5721.398926
	Iteration 29Q: 3 clusters Score -1.008074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 101823 members 
Entering Unmasked Estep 
Score: -10080747.000000 Penalty: 5721.398926
	Iteration 30Q: 3 clusters Score -1.008075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 101828 members 
Entering Unmasked Estep 
Score: -10080769.000000 Penalty: 5721.398926
	Iteration 31Q: 3 clusters Score -1.008077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -10080765.000000 Penalty: 5721.398926
	Iteration 32Q: 3 clusters Score -1.008076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -10080778.000000 Penalty: 5721.398926
	Iteration 33Q: 3 clusters Score -1.008078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 101834 members 
Entering Unmasked Estep 
Score: -10080784.000000 Penalty: 5721.398926
	Iteration 34Q: 3 clusters Score -1.008078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 101837 members 
Entering Unmasked Estep 
Score: -10080783.000000 Penalty: 5721.398926
	Iteration 35Q: 3 clusters Score -1.008078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 101838 members 
Entering Unmasked Estep 
Score: -10080787.000000 Penalty: 5721.398926
	Iteration 36Q: 3 clusters Score -1.008079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 101835 members 
Entering Unmasked Estep 
Score: -10080783.000000 Penalty: 5721.398926
	Iteration 37Q: 3 clusters Score -1.008078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 101836 members 
Entering Unmasked Estep 
Score: -10080779.000000 Penalty: 5721.398926
	Iteration 38Q: 3 clusters Score -1.008078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 101836 members 
Entering Unmasked Estep 
Score: -10080779.000000 Penalty: 5721.398926
	Iteration 39F: 3 clusters Score -1.008078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Entering Unmasked Estep 
Score: -807135.500000 Penalty: 2232.119873
	Iteration 0F: 2 clusters Score -807135.5 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 4087 members 
Entering Unmasked Estep 
Score: -800673.375000 Penalty: 4464.239746
	Iteration 0F: 3 clusters Score -800673.4 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -802354.812500 Penalty: 4464.239746
	Iteration 1F: 3 clusters Score -802354.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -802636.812500 Penalty: 4464.239746
	Iteration 2F: 3 clusters Score -802636.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -802855.562500 Penalty: 4464.239746
	Iteration 3F: 3 clusters Score -802855.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -803015.625000 Penalty: 4464.239746
	Iteration 4Q: 3 clusters Score -803015.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -803163.562500 Penalty: 4464.239746
	Iteration 5Q: 3 clusters Score -803163.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -803280.875000 Penalty: 4464.239746
	Iteration 6Q: 3 clusters Score -803280.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -803389.437500 Penalty: 4464.239746
	Iteration 7Q: 3 clusters Score -803389.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -803508.812500 Penalty: 4464.239746
	Iteration 8Q: 3 clusters Score -803508.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -803643.437500 Penalty: 4464.239746
	Iteration 9Q: 3 clusters Score -803643.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -803785.187500 Penalty: 4464.239746
	Iteration 10Q: 3 clusters Score -803785.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -803902.875000 Penalty: 4464.239746
	Iteration 11Q: 3 clusters Score -803902.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -804003.875000 Penalty: 4464.239746
	Iteration 12Q: 3 clusters Score -804003.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -804120.375000 Penalty: 4464.239746
	Iteration 13Q: 3 clusters Score -804120.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -804226.250000 Penalty: 4464.239746
	Iteration 14Q: 3 clusters Score -804226.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -804321.937500 Penalty: 4464.239746
	Iteration 15Q: 3 clusters Score -804321.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -804409.375000 Penalty: 4464.239746
	Iteration 16Q: 3 clusters Score -804409.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -804494.625000 Penalty: 4464.239746
	Iteration 17Q: 3 clusters Score -804494.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -804563.625000 Penalty: 4464.239746
	Iteration 18Q: 3 clusters Score -804563.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -804618.500000 Penalty: 4464.239746
	Iteration 19Q: 3 clusters Score -804618.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -804654.375000 Penalty: 4464.239746
	Iteration 20F: 3 clusters Score -804654.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -804682.375000 Penalty: 4464.239746
	Iteration 21Q: 3 clusters Score -804682.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -804708.687500 Penalty: 4464.239746
	Iteration 22Q: 3 clusters Score -804708.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -804729.375000 Penalty: 4464.239746
	Iteration 23Q: 3 clusters Score -804729.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -804745.500000 Penalty: 4464.239746
	Iteration 24Q: 3 clusters Score -804745.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -804760.187500 Penalty: 4464.239746
	Iteration 25Q: 3 clusters Score -804760.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -804770.875000 Penalty: 4464.239746
	Iteration 26Q: 3 clusters Score -804770.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -804781.812500 Penalty: 4464.239746
	Iteration 27Q: 3 clusters Score -804781.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -804787.500000 Penalty: 4464.239746
	Iteration 28Q: 3 clusters Score -804787.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -804796.500000 Penalty: 4464.239746
	Iteration 29Q: 3 clusters Score -804796.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -804807.437500 Penalty: 4464.239746
	Iteration 30Q: 3 clusters Score -804807.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -804815.500000 Penalty: 4464.239746
	Iteration 31Q: 3 clusters Score -804815.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -804823.937500 Penalty: 4464.239746
	Iteration 32Q: 3 clusters Score -804823.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -804830.375000 Penalty: 4464.239746
	Iteration 33Q: 3 clusters Score -804830.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -804835.312500 Penalty: 4464.239746
	Iteration 34Q: 3 clusters Score -804835.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -804840.750000 Penalty: 4464.239746
	Iteration 35Q: 3 clusters Score -804840.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -804843.562500 Penalty: 4464.239746
	Iteration 36Q: 3 clusters Score -804843.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -804848.562500 Penalty: 4464.239746
	Iteration 37Q: 3 clusters Score -804848.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -804850.500000 Penalty: 4464.239746
	Iteration 38Q: 3 clusters Score -804850.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -804851.375000 Penalty: 4464.239746
	Iteration 39Q: 3 clusters Score -804851.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -804855.687500 Penalty: 4464.239746
	Iteration 40F: 3 clusters Score -804855.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -804858.500000 Penalty: 4464.239746
	Iteration 41Q: 3 clusters Score -804858.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -804859.187500 Penalty: 4464.239746
	Iteration 42Q: 3 clusters Score -804859.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -804862.562500 Penalty: 4464.239746
	Iteration 43Q: 3 clusters Score -804862.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -804866.500000 Penalty: 4464.239746
	Iteration 44Q: 3 clusters Score -804866.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -804868.437500 Penalty: 4464.239746
	Iteration 45Q: 3 clusters Score -804868.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -804870.625000 Penalty: 4464.239746
	Iteration 46Q: 3 clusters Score -804870.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -804871.562500 Penalty: 4464.239746
	Iteration 47Q: 3 clusters Score -804871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -804870.937500 Penalty: 4464.239746
	Iteration 48Q: 3 clusters Score -804870.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -804872.375000 Penalty: 4464.239746
	Iteration 49Q: 3 clusters Score -804872.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -804875.250000 Penalty: 4464.239746
	Iteration 50Q: 3 clusters Score -804875.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -804876.312500 Penalty: 4464.239746
	Iteration 51Q: 3 clusters Score -804876.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -804875.625000 Penalty: 4464.239746
	Iteration 52Q: 3 clusters Score -804875.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -804876.250000 Penalty: 4464.239746
	Iteration 53Q: 3 clusters Score -804876.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -804877.187500 Penalty: 4464.239746
	Iteration 54Q: 3 clusters Score -804877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -804876.687500 Penalty: 4464.239746
	Iteration 55Q: 3 clusters Score -804876.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -804876.312500 Penalty: 4464.239746
	Iteration 56Q: 3 clusters Score -804876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -804876.312500 Penalty: 4464.239746
	Iteration 57Q: 3 clusters Score -804876.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -804876.312500 Penalty: 4464.239746
	Iteration 58F: 3 clusters Score -804876.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Entering Unmasked Estep 
Score: -1926973.875000 Penalty: 2470.573975
	Iteration 0F: 2 clusters Score -1926974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1912149.125000 Penalty: 4941.147949
	Iteration 0F: 3 clusters Score -1912149 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1918136.625000 Penalty: 4941.147949
	Iteration 1F: 3 clusters Score -1918137 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1919748.625000 Penalty: 4941.147949
	Iteration 2F: 3 clusters Score -1919749 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1921315.250000 Penalty: 4941.147949
	Iteration 3F: 3 clusters Score -1921315 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1922520.750000 Penalty: 4941.147949
	Iteration 4F: 3 clusters Score -1922521 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1923312.000000 Penalty: 4941.147949
	Iteration 5F: 3 clusters Score -1923312 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1923807.250000 Penalty: 4941.147949
	Iteration 6Q: 3 clusters Score -1923807 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1924119.000000 Penalty: 4941.147949
	Iteration 7Q: 3 clusters Score -1924119 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1924332.625000 Penalty: 4941.147949
	Iteration 8Q: 3 clusters Score -1924333 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1924516.125000 Penalty: 4941.147949
	Iteration 9Q: 3 clusters Score -1924516 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1924703.375000 Penalty: 4941.147949
	Iteration 10Q: 3 clusters Score -1924703 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1924865.500000 Penalty: 4941.147949
	Iteration 11Q: 3 clusters Score -1924866 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1925023.125000 Penalty: 4941.147949
	Iteration 12Q: 3 clusters Score -1925023 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1925184.875000 Penalty: 4941.147949
	Iteration 13Q: 3 clusters Score -1925185 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1925327.750000 Penalty: 4941.147949
	Iteration 14Q: 3 clusters Score -1925328 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -1925451.250000 Penalty: 4941.147949
	Iteration 15Q: 3 clusters Score -1925451 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -1925575.125000 Penalty: 4941.147949
	Iteration 16Q: 3 clusters Score -1925575 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1925806.625000 Penalty: 4941.147949
	Iteration 17Q: 3 clusters Score -1925807 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -1926101.250000 Penalty: 4941.147949
	Iteration 18Q: 3 clusters Score -1926101 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1926235.625000 Penalty: 4941.147949
	Iteration 19Q: 3 clusters Score -1926236 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1926284.000000 Penalty: 4941.147949
	Iteration 20F: 3 clusters Score -1926284 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1926304.875000 Penalty: 4941.147949
	Iteration 21Q: 3 clusters Score -1926305 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1926320.000000 Penalty: 4941.147949
	Iteration 22Q: 3 clusters Score -1926320 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -1926342.875000 Penalty: 4941.147949
	Iteration 23Q: 3 clusters Score -1926343 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -1926355.000000 Penalty: 4941.147949
	Iteration 24Q: 3 clusters Score -1926355 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -1926367.375000 Penalty: 4941.147949
	Iteration 25Q: 3 clusters Score -1926367 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1926365.250000 Penalty: 4941.147949
	Iteration 26Q: 3 clusters Score -1926365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -1926368.250000 Penalty: 4941.147949
	Iteration 27Q: 3 clusters Score -1926368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -1926380.750000 Penalty: 4941.147949
	Iteration 28Q: 3 clusters Score -1926381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1926380.250000 Penalty: 4941.147949
	Iteration 29Q: 3 clusters Score -1926380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -1926382.000000 Penalty: 4941.147949
	Iteration 30Q: 3 clusters Score -1926382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1926383.375000 Penalty: 4941.147949
	Iteration 31Q: 3 clusters Score -1926383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -1926385.875000 Penalty: 4941.147949
	Iteration 32Q: 3 clusters Score -1926386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -1926388.750000 Penalty: 4941.147949
	Iteration 33Q: 3 clusters Score -1926389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -1926389.875000 Penalty: 4941.147949
	Iteration 34Q: 3 clusters Score -1926390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -1926389.000000 Penalty: 4941.147949
	Iteration 35Q: 3 clusters Score -1926389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -1926391.250000 Penalty: 4941.147949
	Iteration 36Q: 3 clusters Score -1926391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -1926391.875000 Penalty: 4941.147949
	Iteration 37Q: 3 clusters Score -1926392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -1926395.125000 Penalty: 4941.147949
	Iteration 38Q: 3 clusters Score -1926395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1926396.000000 Penalty: 4941.147949
	Iteration 39Q: 3 clusters Score -1926396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1926397.750000 Penalty: 4941.147949
	Iteration 40F: 3 clusters Score -1926398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -1926399.250000 Penalty: 4941.147949
	Iteration 41Q: 3 clusters Score -1926399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -1926404.500000 Penalty: 4941.147949
	Iteration 42Q: 3 clusters Score -1926404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1926406.625000 Penalty: 4941.147949
	Iteration 43Q: 3 clusters Score -1926407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1926407.250000 Penalty: 4941.147949
	Iteration 44Q: 3 clusters Score -1926407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1926405.250000 Penalty: 4941.147949
	Iteration 45Q: 3 clusters Score -1926405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -1926407.125000 Penalty: 4941.147949
	Iteration 46Q: 3 clusters Score -1926407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -1926407.125000 Penalty: 4941.147949
	Iteration 47F: 3 clusters Score -1926407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (136817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136817 members 
Entering Unmasked Estep 
Score: -13246780.000000 Penalty: 2932.947266
	Iteration 0F: 2 clusters Score -1.324678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 68509 members 
Entering Unmasked Estep 
Score: -13155364.000000 Penalty: 5865.894531
	Iteration 0F: 3 clusters Score -1.315536e+07 nChanged 65095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68175 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -13192725.000000 Penalty: 5865.894531
	Iteration 1F: 3 clusters Score -1.319272e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67811 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -13193766.000000 Penalty: 5865.894531
	Iteration 2Q: 3 clusters Score -1.319377e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 69517 members 
Entering Unmasked Estep 
Score: -13194909.000000 Penalty: 5865.894531
	Iteration 3Q: 3 clusters Score -1.319491e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66685 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -13196300.000000 Penalty: 5865.894531
	Iteration 4Q: 3 clusters Score -1.31963e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 70795 members 
Entering Unmasked Estep 
Score: -13197927.000000 Penalty: 5865.894531
	Iteration 5Q: 3 clusters Score -1.319793e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65450 members 
Mstep: Class 2 contains 71367 members 
Entering Unmasked Estep 
Score: -13199665.000000 Penalty: 5865.894531
	Iteration 6Q: 3 clusters Score -1.319966e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -13201836.000000 Penalty: 5865.894531
	Iteration 7Q: 3 clusters Score -1.320184e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -13204298.000000 Penalty: 5865.894531
	Iteration 8Q: 3 clusters Score -1.32043e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 73740 members 
Entering Unmasked Estep 
Score: -13207480.000000 Penalty: 5865.894531
	Iteration 9Q: 3 clusters Score -1.320748e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -13211584.000000 Penalty: 5865.894531
	Iteration 10F: 3 clusters Score -1.321158e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 76344 members 
Entering Unmasked Estep 
Score: -13216160.000000 Penalty: 5865.894531
	Iteration 11F: 3 clusters Score -1.321616e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 77632 members 
Entering Unmasked Estep 
Score: -13220766.000000 Penalty: 5865.894531
	Iteration 12F: 3 clusters Score -1.322077e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
Score: -13223670.000000 Penalty: 5865.894531
	Iteration 13Q: 3 clusters Score -1.322367e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -13225071.000000 Penalty: 5865.894531
	Iteration 14Q: 3 clusters Score -1.322507e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 80361 members 
Entering Unmasked Estep 
Score: -13225682.000000 Penalty: 5865.894531
	Iteration 15Q: 3 clusters Score -1.322568e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 81291 members 
Entering Unmasked Estep 
Score: -13226014.000000 Penalty: 5865.894531
	Iteration 16Q: 3 clusters Score -1.322601e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 82283 members 
Entering Unmasked Estep 
Score: -13226200.000000 Penalty: 5865.894531
	Iteration 17Q: 3 clusters Score -1.32262e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 83384 members 
Entering Unmasked Estep 
Score: -13226436.000000 Penalty: 5865.894531
	Iteration 18Q: 3 clusters Score -1.322644e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 84584 members 
Entering Unmasked Estep 
Score: -13226655.000000 Penalty: 5865.894531
	Iteration 19Q: 3 clusters Score -1.322666e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 85887 members 
Entering Unmasked Estep 
Score: -13226979.000000 Penalty: 5865.894531
	Iteration 20F: 3 clusters Score -1.322698e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 87332 members 
Entering Unmasked Estep 
Score: -13227274.000000 Penalty: 5865.894531
	Iteration 21Q: 3 clusters Score -1.322727e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 88866 members 
Entering Unmasked Estep 
Score: -13227727.000000 Penalty: 5865.894531
	Iteration 22Q: 3 clusters Score -1.322773e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -13228051.000000 Penalty: 5865.894531
	Iteration 23Q: 3 clusters Score -1.322805e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 92133 members 
Entering Unmasked Estep 
Score: -13228516.000000 Penalty: 5865.894531
	Iteration 24Q: 3 clusters Score -1.322852e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 94019 members 
Entering Unmasked Estep 
Score: -13228927.000000 Penalty: 5865.894531
	Iteration 25Q: 3 clusters Score -1.322893e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 96023 members 
Entering Unmasked Estep 
Score: -13229472.000000 Penalty: 5865.894531
	Iteration 26Q: 3 clusters Score -1.322947e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 98105 members 
Entering Unmasked Estep 
Score: -13230024.000000 Penalty: 5865.894531
	Iteration 27Q: 3 clusters Score -1.323002e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 100313 members 
Entering Unmasked Estep 
Score: -13230713.000000 Penalty: 5865.894531
	Iteration 28Q: 3 clusters Score -1.323071e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 102597 members 
Entering Unmasked Estep 
Score: -13231471.000000 Penalty: 5865.894531
	Iteration 29Q: 3 clusters Score -1.323147e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 104986 members 
Entering Unmasked Estep 
Score: -13232444.000000 Penalty: 5865.894531
	Iteration 30Q: 3 clusters Score -1.323244e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 107405 members 
Entering Unmasked Estep 
Score: -13233258.000000 Penalty: 5865.894531
	Iteration 31Q: 3 clusters Score -1.323326e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 109851 members 
Entering Unmasked Estep 
Score: -13234198.000000 Penalty: 5865.894531
	Iteration 32Q: 3 clusters Score -1.32342e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 112309 members 
Entering Unmasked Estep 
Score: -13235213.000000 Penalty: 5865.894531
	Iteration 33Q: 3 clusters Score -1.323521e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 114741 members 
Entering Unmasked Estep 
Score: -13236368.000000 Penalty: 5865.894531
	Iteration 34Q: 3 clusters Score -1.323637e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 117154 members 
Entering Unmasked Estep 
Score: -13237425.000000 Penalty: 5865.894531
	Iteration 35Q: 3 clusters Score -1.323742e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 119549 members 
Entering Unmasked Estep 
Score: -13238707.000000 Penalty: 5865.894531
	Iteration 36Q: 3 clusters Score -1.323871e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 121811 members 
Entering Unmasked Estep 
Score: -13240031.000000 Penalty: 5865.894531
	Iteration 37Q: 3 clusters Score -1.324003e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 123956 members 
Entering Unmasked Estep 
Score: -13241369.000000 Penalty: 5865.894531
	Iteration 38Q: 3 clusters Score -1.324137e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 125968 members 
Entering Unmasked Estep 
Score: -13242777.000000 Penalty: 5865.894531
	Iteration 39Q: 3 clusters Score -1.324278e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 127652 members 
Entering Unmasked Estep 
Score: -13244097.000000 Penalty: 5865.894531
	Iteration 40F: 3 clusters Score -1.32441e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 129012 members 
Entering Unmasked Estep 
Score: -13245404.000000 Penalty: 5865.894531
	Iteration 41Q: 3 clusters Score -1.32454e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 129958 members 
Entering Unmasked Estep 
Score: -13246345.000000 Penalty: 5865.894531
	Iteration 42Q: 3 clusters Score -1.324634e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 130599 members 
Entering Unmasked Estep 
Score: -13246815.000000 Penalty: 5865.894531
	Iteration 43Q: 3 clusters Score -1.324682e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 131013 members 
Entering Unmasked Estep 
Score: -13247011.000000 Penalty: 5865.894531
	Iteration 44Q: 3 clusters Score -1.324701e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 131311 members 
Entering Unmasked Estep 
Score: -13247103.000000 Penalty: 5865.894531
	Iteration 45Q: 3 clusters Score -1.32471e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 131545 members 
Entering Unmasked Estep 
Score: -13247222.000000 Penalty: 5865.894531
	Iteration 46Q: 3 clusters Score -1.324722e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 131721 members 
Entering Unmasked Estep 
Score: -13247330.000000 Penalty: 5865.894531
	Iteration 47Q: 3 clusters Score -1.324733e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 131859 members 
Entering Unmasked Estep 
Score: -13247354.000000 Penalty: 5865.894531
	Iteration 48Q: 3 clusters Score -1.324735e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 131966 members 
Entering Unmasked Estep 
Score: -13247398.000000 Penalty: 5865.894531
	Iteration 49Q: 3 clusters Score -1.32474e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 132058 members 
Entering Unmasked Estep 
Score: -13247375.000000 Penalty: 5865.894531
	Iteration 50Q: 3 clusters Score -1.324738e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 132128 members 
Entering Unmasked Estep 
Score: -13247362.000000 Penalty: 5865.894531
	Iteration 51Q: 3 clusters Score -1.324736e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 132177 members 
Entering Unmasked Estep 
Score: -13247377.000000 Penalty: 5865.894531
	Iteration 52Q: 3 clusters Score -1.324738e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 132218 members 
Entering Unmasked Estep 
Score: -13247399.000000 Penalty: 5865.894531
	Iteration 53Q: 3 clusters Score -1.32474e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 132238 members 
Entering Unmasked Estep 
Score: -13247420.000000 Penalty: 5865.894531
	Iteration 54Q: 3 clusters Score -1.324742e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 132261 members 
Entering Unmasked Estep 
Score: -13247423.000000 Penalty: 5865.894531
	Iteration 55Q: 3 clusters Score -1.324742e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 132281 members 
Entering Unmasked Estep 
Score: -13247422.000000 Penalty: 5865.894531
	Iteration 56Q: 3 clusters Score -1.324742e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 132295 members 
Entering Unmasked Estep 
Score: -13247425.000000 Penalty: 5865.894531
	Iteration 57Q: 3 clusters Score -1.324742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 132309 members 
Entering Unmasked Estep 
Score: -13247434.000000 Penalty: 5865.894531
	Iteration 58Q: 3 clusters Score -1.324743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 132315 members 
Entering Unmasked Estep 
Score: -13247427.000000 Penalty: 5865.894531
	Iteration 59Q: 3 clusters Score -1.324743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 132321 members 
Entering Unmasked Estep 
Score: -13247436.000000 Penalty: 5865.894531
	Iteration 60F: 3 clusters Score -1.324744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 132327 members 
Entering Unmasked Estep 
Score: -13247435.000000 Penalty: 5865.894531
	Iteration 61Q: 3 clusters Score -1.324744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 132331 members 
Entering Unmasked Estep 
Score: -13247445.000000 Penalty: 5865.894531
	Iteration 62Q: 3 clusters Score -1.324744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 132336 members 
Entering Unmasked Estep 
Score: -13247448.000000 Penalty: 5865.894531
	Iteration 63Q: 3 clusters Score -1.324745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 132343 members 
Entering Unmasked Estep 
Score: -13247455.000000 Penalty: 5865.894531
	Iteration 64Q: 3 clusters Score -1.324746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 132346 members 
Entering Unmasked Estep 
Score: -13247444.000000 Penalty: 5865.894531
	Iteration 65Q: 3 clusters Score -1.324744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 132350 members 
Entering Unmasked Estep 
Score: -13247441.000000 Penalty: 5865.894531
	Iteration 66Q: 3 clusters Score -1.324744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 132351 members 
Entering Unmasked Estep 
Score: -13247453.000000 Penalty: 5865.894531
	Iteration 67Q: 3 clusters Score -1.324745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 132352 members 
Entering Unmasked Estep 
Score: -13247453.000000 Penalty: 5865.894531
	Iteration 68Q: 3 clusters Score -1.324745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 132355 members 
Entering Unmasked Estep 
Score: -13247451.000000 Penalty: 5865.894531
	Iteration 69Q: 3 clusters Score -1.324745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 132357 members 
Entering Unmasked Estep 
Score: -13247455.000000 Penalty: 5865.894531
	Iteration 70Q: 3 clusters Score -1.324746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 132360 members 
Entering Unmasked Estep 
Score: -13247454.000000 Penalty: 5865.894531
	Iteration 71Q: 3 clusters Score -1.324745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 132362 members 
Entering Unmasked Estep 
Score: -13247457.000000 Penalty: 5865.894531
	Iteration 72Q: 3 clusters Score -1.324746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 132364 members 
Entering Unmasked Estep 
Score: -13247457.000000 Penalty: 5865.894531
	Iteration 73Q: 3 clusters Score -1.324746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 132368 members 
Entering Unmasked Estep 
Score: -13247452.000000 Penalty: 5865.894531
	Iteration 74Q: 3 clusters Score -1.324745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 132376 members 
Entering Unmasked Estep 
Score: -13247456.000000 Penalty: 5865.894531
	Iteration 75Q: 3 clusters Score -1.324746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 132379 members 
Entering Unmasked Estep 
Score: -13247467.000000 Penalty: 5865.894531
	Iteration 76Q: 3 clusters Score -1.324747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 132382 members 
Entering Unmasked Estep 
Score: -13247466.000000 Penalty: 5865.894531
	Iteration 77Q: 3 clusters Score -1.324747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 132384 members 
Entering Unmasked Estep 
Score: -13247464.000000 Penalty: 5865.894531
	Iteration 78Q: 3 clusters Score -1.324746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 132384 members 
Entering Unmasked Estep 
Score: -13247464.000000 Penalty: 5865.894531
	Iteration 79F: 3 clusters Score -1.324746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218567 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 44309 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 8536 members 
Mstep: Class 13 contains 26492 members 
Mstep: Class 14 contains 307390 members 
Mstep: Class 15 contains 5380 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 223205 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63899 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6960 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8396 members 
Mstep: Class 29 contains 11148 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 10410 members 
Mstep: Class 34 contains 7312 members 
Mstep: Class 35 contains 132384 members 
Entering Unmasked Estep 
Score: -157700112.000000 Penalty: 124380.453125
Splitting cluster 8 changes total score from -157700480.000000 to -157700112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (44309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Entering Unmasked Estep 
Score: -4325893.500000 Penalty: 2653.337891
	Iteration 0F: 2 clusters Score -4325894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -4295925.500000 Penalty: 5306.675781
	Iteration 0F: 3 clusters Score -4295926 nChanged 20192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -4307112.500000 Penalty: 5306.675781
	Iteration 1F: 3 clusters Score -4307112 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -4307680.000000 Penalty: 5306.675781
	Iteration 2Q: 3 clusters Score -4307680 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -4308254.000000 Penalty: 5306.675781
	Iteration 3Q: 3 clusters Score -4308254 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -4308896.000000 Penalty: 5306.675781
	Iteration 4Q: 3 clusters Score -4308896 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -4309867.000000 Penalty: 5306.675781
	Iteration 5Q: 3 clusters Score -4309867 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -4311315.500000 Penalty: 5306.675781
	Iteration 6F: 3 clusters Score -4311316 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -4313518.500000 Penalty: 5306.675781
	Iteration 7F: 3 clusters Score -4313518 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -4316306.000000 Penalty: 5306.675781
	Iteration 8F: 3 clusters Score -4316306 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -4319074.500000 Penalty: 5306.675781
	Iteration 9F: 3 clusters Score -4319074 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -4321155.500000 Penalty: 5306.675781
	Iteration 10F: 3 clusters Score -4321156 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -4322394.000000 Penalty: 5306.675781
	Iteration 11Q: 3 clusters Score -4322394 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -4322925.500000 Penalty: 5306.675781
	Iteration 12Q: 3 clusters Score -4322926 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -4323216.500000 Penalty: 5306.675781
	Iteration 13Q: 3 clusters Score -4323216 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -4323390.500000 Penalty: 5306.675781
	Iteration 14Q: 3 clusters Score -4323390 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -4323479.000000 Penalty: 5306.675781
	Iteration 15Q: 3 clusters Score -4323479 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -4323532.500000 Penalty: 5306.675781
	Iteration 16Q: 3 clusters Score -4323532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -4323575.500000 Penalty: 5306.675781
	Iteration 17Q: 3 clusters Score -4323576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -4323598.500000 Penalty: 5306.675781
	Iteration 18Q: 3 clusters Score -4323598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -4323604.000000 Penalty: 5306.675781
	Iteration 19Q: 3 clusters Score -4323604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -4323606.500000 Penalty: 5306.675781
	Iteration 20F: 3 clusters Score -4323606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -4323614.000000 Penalty: 5306.675781
	Iteration 21Q: 3 clusters Score -4323614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -4323614.000000 Penalty: 5306.675781
	Iteration 22Q: 3 clusters Score -4323614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -4323623.500000 Penalty: 5306.675781
	Iteration 23Q: 3 clusters Score -4323624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -4323625.500000 Penalty: 5306.675781
	Iteration 24Q: 3 clusters Score -4323626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -4323627.000000 Penalty: 5306.675781
	Iteration 25Q: 3 clusters Score -4323627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -4323626.500000 Penalty: 5306.675781
	Iteration 26Q: 3 clusters Score -4323626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -4323627.000000 Penalty: 5306.675781
	Iteration 27Q: 3 clusters Score -4323627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -4323627.000000 Penalty: 5306.675781
	Iteration 28F: 3 clusters Score -4323627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Entering Unmasked Estep 
Score: -1210609.250000 Penalty: 2347.392578
	Iteration 0F: 2 clusters Score -1210609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1201146.750000 Penalty: 4694.785156
	Iteration 0F: 3 clusters Score -1201147 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1204083.250000 Penalty: 4694.785156
	Iteration 1F: 3 clusters Score -1204083 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1204553.875000 Penalty: 4694.785156
	Iteration 2F: 3 clusters Score -1204554 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1205033.375000 Penalty: 4694.785156
	Iteration 3F: 3 clusters Score -1205033 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1205550.250000 Penalty: 4694.785156
	Iteration 4F: 3 clusters Score -1205550 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1206130.250000 Penalty: 4694.785156
	Iteration 5F: 3 clusters Score -1206130 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1206752.125000 Penalty: 4694.785156
	Iteration 6F: 3 clusters Score -1206752 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1207460.500000 Penalty: 4694.785156
	Iteration 7F: 3 clusters Score -1207460 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1208199.500000 Penalty: 4694.785156
	Iteration 8F: 3 clusters Score -1208200 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1208791.625000 Penalty: 4694.785156
	Iteration 9Q: 3 clusters Score -1208792 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1209157.625000 Penalty: 4694.785156
	Iteration 10Q: 3 clusters Score -1209158 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1209367.625000 Penalty: 4694.785156
	Iteration 11Q: 3 clusters Score -1209368 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1209477.250000 Penalty: 4694.785156
	Iteration 12Q: 3 clusters Score -1209477 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1209539.750000 Penalty: 4694.785156
	Iteration 13Q: 3 clusters Score -1209540 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1209573.875000 Penalty: 4694.785156
	Iteration 14Q: 3 clusters Score -1209574 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1209599.750000 Penalty: 4694.785156
	Iteration 15Q: 3 clusters Score -1209600 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1209621.250000 Penalty: 4694.785156
	Iteration 16Q: 3 clusters Score -1209621 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1209633.250000 Penalty: 4694.785156
	Iteration 17Q: 3 clusters Score -1209633 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1209648.000000 Penalty: 4694.785156
	Iteration 18Q: 3 clusters Score -1209648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1209657.750000 Penalty: 4694.785156
	Iteration 19Q: 3 clusters Score -1209658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1209669.250000 Penalty: 4694.785156
	Iteration 20F: 3 clusters Score -1209669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1209671.750000 Penalty: 4694.785156
	Iteration 21Q: 3 clusters Score -1209672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1209677.875000 Penalty: 4694.785156
	Iteration 22Q: 3 clusters Score -1209678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1209683.375000 Penalty: 4694.785156
	Iteration 23Q: 3 clusters Score -1209683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1209682.375000 Penalty: 4694.785156
	Iteration 24Q: 3 clusters Score -1209682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1209686.875000 Penalty: 4694.785156
	Iteration 25Q: 3 clusters Score -1209687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1209687.625000 Penalty: 4694.785156
	Iteration 26Q: 3 clusters Score -1209688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1209687.000000 Penalty: 4694.785156
	Iteration 27Q: 3 clusters Score -1209687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1209688.875000 Penalty: 4694.785156
	Iteration 28Q: 3 clusters Score -1209689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1209688.875000 Penalty: 4694.785156
	Iteration 29F: 3 clusters Score -1209689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Entering Unmasked Estep 
Score: -416104.781250 Penalty: 2101.415771
	Iteration 0F: 2 clusters Score -416104.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -411719.125000 Penalty: 4202.831543
	Iteration 0F: 3 clusters Score -411719.1 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -412897.281250 Penalty: 4202.831543
	Iteration 1F: 3 clusters Score -412897.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -413249.718750 Penalty: 4202.831543
	Iteration 2F: 3 clusters Score -413249.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -413521.000000 Penalty: 4202.831543
	Iteration 3F: 3 clusters Score -413521 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -413725.312500 Penalty: 4202.831543
	Iteration 4F: 3 clusters Score -413725.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -413916.031250 Penalty: 4202.831543
	Iteration 5Q: 3 clusters Score -413916 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -414074.718750 Penalty: 4202.831543
	Iteration 6Q: 3 clusters Score -414074.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -414203.500000 Penalty: 4202.831543
	Iteration 7Q: 3 clusters Score -414203.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -414327.406250 Penalty: 4202.831543
	Iteration 8Q: 3 clusters Score -414327.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -414455.656250 Penalty: 4202.831543
	Iteration 9Q: 3 clusters Score -414455.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -414571.468750 Penalty: 4202.831543
	Iteration 10Q: 3 clusters Score -414571.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -414682.125000 Penalty: 4202.831543
	Iteration 11Q: 3 clusters Score -414682.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -414798.906250 Penalty: 4202.831543
	Iteration 12Q: 3 clusters Score -414798.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -414903.281250 Penalty: 4202.831543
	Iteration 13Q: 3 clusters Score -414903.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -414990.312500 Penalty: 4202.831543
	Iteration 14Q: 3 clusters Score -414990.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -415075.312500 Penalty: 4202.831543
	Iteration 15Q: 3 clusters Score -415075.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -415144.968750 Penalty: 4202.831543
	Iteration 16Q: 3 clusters Score -415145 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -415187.312500 Penalty: 4202.831543
	Iteration 17Q: 3 clusters Score -415187.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -415210.281250 Penalty: 4202.831543
	Iteration 18Q: 3 clusters Score -415210.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -415230.156250 Penalty: 4202.831543
	Iteration 19Q: 3 clusters Score -415230.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -415238.656250 Penalty: 4202.831543
	Iteration 20F: 3 clusters Score -415238.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -415242.906250 Penalty: 4202.831543
	Iteration 21Q: 3 clusters Score -415242.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -415246.937500 Penalty: 4202.831543
	Iteration 22Q: 3 clusters Score -415246.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -415248.781250 Penalty: 4202.831543
	Iteration 23Q: 3 clusters Score -415248.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -415250.906250 Penalty: 4202.831543
	Iteration 24Q: 3 clusters Score -415250.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -415252.531250 Penalty: 4202.831543
	Iteration 25Q: 3 clusters Score -415252.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -415252.531250 Penalty: 4202.831543
	Iteration 26F: 3 clusters Score -415252.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Entering Unmasked Estep 
Score: -788372.875000 Penalty: 2244.907715
	Iteration 0F: 2 clusters Score -788372.9 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 4231 members 
Entering Unmasked Estep 
Score: -781606.375000 Penalty: 4489.815430
	Iteration 0F: 3 clusters Score -781606.4 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -783539.375000 Penalty: 4489.815430
	Iteration 1F: 3 clusters Score -783539.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -783775.187500 Penalty: 4489.815430
	Iteration 2F: 3 clusters Score -783775.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -783933.125000 Penalty: 4489.815430
	Iteration 3Q: 3 clusters Score -783933.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -784049.437500 Penalty: 4489.815430
	Iteration 4Q: 3 clusters Score -784049.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -784137.625000 Penalty: 4489.815430
	Iteration 5Q: 3 clusters Score -784137.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -784221.812500 Penalty: 4489.815430
	Iteration 6Q: 3 clusters Score -784221.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -784301.125000 Penalty: 4489.815430
	Iteration 7Q: 3 clusters Score -784301.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -784396.687500 Penalty: 4489.815430
	Iteration 8Q: 3 clusters Score -784396.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -784477.187500 Penalty: 4489.815430
	Iteration 9Q: 3 clusters Score -784477.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -784557.625000 Penalty: 4489.815430
	Iteration 10Q: 3 clusters Score -784557.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -784639.875000 Penalty: 4489.815430
	Iteration 11Q: 3 clusters Score -784639.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -784744.375000 Penalty: 4489.815430
	Iteration 12Q: 3 clusters Score -784744.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -784868.375000 Penalty: 4489.815430
	Iteration 13Q: 3 clusters Score -784868.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -784971.250000 Penalty: 4489.815430
	Iteration 14Q: 3 clusters Score -784971.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -785077.875000 Penalty: 4489.815430
	Iteration 15Q: 3 clusters Score -785077.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -785206.937500 Penalty: 4489.815430
	Iteration 16Q: 3 clusters Score -785206.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -785339.875000 Penalty: 4489.815430
	Iteration 17Q: 3 clusters Score -785339.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -785451.812500 Penalty: 4489.815430
	Iteration 18Q: 3 clusters Score -785451.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -785553.750000 Penalty: 4489.815430
	Iteration 19Q: 3 clusters Score -785553.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -785652.062500 Penalty: 4489.815430
	Iteration 20F: 3 clusters Score -785652.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -785736.562500 Penalty: 4489.815430
	Iteration 21Q: 3 clusters Score -785736.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -785813.437500 Penalty: 4489.815430
	Iteration 22Q: 3 clusters Score -785813.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -785880.437500 Penalty: 4489.815430
	Iteration 23Q: 3 clusters Score -785880.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -785938.562500 Penalty: 4489.815430
	Iteration 24Q: 3 clusters Score -785938.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -786003.437500 Penalty: 4489.815430
	Iteration 25Q: 3 clusters Score -786003.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -786058.500000 Penalty: 4489.815430
	Iteration 26Q: 3 clusters Score -786058.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -786120.000000 Penalty: 4489.815430
	Iteration 27Q: 3 clusters Score -786120 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -786178.062500 Penalty: 4489.815430
	Iteration 28Q: 3 clusters Score -786178.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -786234.437500 Penalty: 4489.815430
	Iteration 29Q: 3 clusters Score -786234.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -786274.875000 Penalty: 4489.815430
	Iteration 30Q: 3 clusters Score -786274.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -786304.312500 Penalty: 4489.815430
	Iteration 31Q: 3 clusters Score -786304.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -786337.562500 Penalty: 4489.815430
	Iteration 32Q: 3 clusters Score -786337.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -786365.875000 Penalty: 4489.815430
	Iteration 33Q: 3 clusters Score -786365.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -786385.937500 Penalty: 4489.815430
	Iteration 34Q: 3 clusters Score -786385.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -786402.187500 Penalty: 4489.815430
	Iteration 35Q: 3 clusters Score -786402.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -786414.562500 Penalty: 4489.815430
	Iteration 36Q: 3 clusters Score -786414.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -786430.437500 Penalty: 4489.815430
	Iteration 37Q: 3 clusters Score -786430.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -786445.687500 Penalty: 4489.815430
	Iteration 38Q: 3 clusters Score -786445.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -786461.562500 Penalty: 4489.815430
	Iteration 39Q: 3 clusters Score -786461.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -786473.562500 Penalty: 4489.815430
	Iteration 40F: 3 clusters Score -786473.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -786480.562500 Penalty: 4489.815430
	Iteration 41Q: 3 clusters Score -786480.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -786483.187500 Penalty: 4489.815430
	Iteration 42Q: 3 clusters Score -786483.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -786487.562500 Penalty: 4489.815430
	Iteration 43Q: 3 clusters Score -786487.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -786488.375000 Penalty: 4489.815430
	Iteration 44Q: 3 clusters Score -786488.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -786491.812500 Penalty: 4489.815430
	Iteration 45Q: 3 clusters Score -786491.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -786494.062500 Penalty: 4489.815430
	Iteration 46Q: 3 clusters Score -786494.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -786502.125000 Penalty: 4489.815430
	Iteration 47Q: 3 clusters Score -786502.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -786511.687500 Penalty: 4489.815430
	Iteration 48Q: 3 clusters Score -786511.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -786522.000000 Penalty: 4489.815430
	Iteration 49Q: 3 clusters Score -786522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -786527.500000 Penalty: 4489.815430
	Iteration 50Q: 3 clusters Score -786527.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -786534.125000 Penalty: 4489.815430
	Iteration 51Q: 3 clusters Score -786534.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -786542.062500 Penalty: 4489.815430
	Iteration 52Q: 3 clusters Score -786542.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -786547.937500 Penalty: 4489.815430
	Iteration 53Q: 3 clusters Score -786547.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -786554.687500 Penalty: 4489.815430
	Iteration 54Q: 3 clusters Score -786554.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -786562.125000 Penalty: 4489.815430
	Iteration 55Q: 3 clusters Score -786562.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -786571.312500 Penalty: 4489.815430
	Iteration 56Q: 3 clusters Score -786571.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -786580.687500 Penalty: 4489.815430
	Iteration 57Q: 3 clusters Score -786580.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -786582.625000 Penalty: 4489.815430
	Iteration 58Q: 3 clusters Score -786582.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -786585.375000 Penalty: 4489.815430
	Iteration 59Q: 3 clusters Score -786585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -786586.187500 Penalty: 4489.815430
	Iteration 60F: 3 clusters Score -786586.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -786588.062500 Penalty: 4489.815430
	Iteration 61Q: 3 clusters Score -786588.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -786593.000000 Penalty: 4489.815430
	Iteration 62Q: 3 clusters Score -786593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -786593.437500 Penalty: 4489.815430
	Iteration 63Q: 3 clusters Score -786593.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -786594.437500 Penalty: 4489.815430
	Iteration 64Q: 3 clusters Score -786594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -786595.687500 Penalty: 4489.815430
	Iteration 65Q: 3 clusters Score -786595.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -786596.875000 Penalty: 4489.815430
	Iteration 66Q: 3 clusters Score -786596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -786599.187500 Penalty: 4489.815430
	Iteration 67Q: 3 clusters Score -786599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -786602.000000 Penalty: 4489.815430
	Iteration 68Q: 3 clusters Score -786602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -786605.062500 Penalty: 4489.815430
	Iteration 69Q: 3 clusters Score -786605.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -786606.937500 Penalty: 4489.815430
	Iteration 70Q: 3 clusters Score -786606.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -786608.562500 Penalty: 4489.815430
	Iteration 71Q: 3 clusters Score -786608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -786610.687500 Penalty: 4489.815430
	Iteration 72Q: 3 clusters Score -786610.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -786612.312500 Penalty: 4489.815430
	Iteration 73Q: 3 clusters Score -786612.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -786615.875000 Penalty: 4489.815430
	Iteration 74Q: 3 clusters Score -786615.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -786615.062500 Penalty: 4489.815430
	Iteration 75Q: 3 clusters Score -786615.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -786615.062500 Penalty: 4489.815430
	Iteration 76F: 3 clusters Score -786615.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Entering Unmasked Estep 
Score: -2562128.250000 Penalty: 2525.780273
	Iteration 0F: 2 clusters Score -2562128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2543958.250000 Penalty: 5051.560547
	Iteration 0F: 3 clusters Score -2543958 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2550323.250000 Penalty: 5051.560547
	Iteration 1F: 3 clusters Score -2550323 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2550762.250000 Penalty: 5051.560547
	Iteration 2Q: 3 clusters Score -2550762 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2551128.750000 Penalty: 5051.560547
	Iteration 3Q: 3 clusters Score -2551129 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2551474.000000 Penalty: 5051.560547
	Iteration 4Q: 3 clusters Score -2551474 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2551859.000000 Penalty: 5051.560547
	Iteration 5Q: 3 clusters Score -2551859 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2552284.750000 Penalty: 5051.560547
	Iteration 6Q: 3 clusters Score -2552285 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2552858.500000 Penalty: 5051.560547
	Iteration 7Q: 3 clusters Score -2552858 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2553614.750000 Penalty: 5051.560547
	Iteration 8Q: 3 clusters Score -2553615 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2554592.000000 Penalty: 5051.560547
	Iteration 9F: 3 clusters Score -2554592 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2555716.250000 Penalty: 5051.560547
	Iteration 10F: 3 clusters Score -2555716 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2556814.000000 Penalty: 5051.560547
	Iteration 11Q: 3 clusters Score -2556814 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2557768.000000 Penalty: 5051.560547
	Iteration 12Q: 3 clusters Score -2557768 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -2558418.250000 Penalty: 5051.560547
	Iteration 13Q: 3 clusters Score -2558418 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -2558868.750000 Penalty: 5051.560547
	Iteration 14Q: 3 clusters Score -2558869 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -2559170.250000 Penalty: 5051.560547
	Iteration 15Q: 3 clusters Score -2559170 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -2559377.250000 Penalty: 5051.560547
	Iteration 16Q: 3 clusters Score -2559377 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -2559544.750000 Penalty: 5051.560547
	Iteration 17Q: 3 clusters Score -2559545 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -2559659.250000 Penalty: 5051.560547
	Iteration 18Q: 3 clusters Score -2559659 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -2559752.750000 Penalty: 5051.560547
	Iteration 19Q: 3 clusters Score -2559753 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -2559824.750000 Penalty: 5051.560547
	Iteration 20F: 3 clusters Score -2559825 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -2559894.750000 Penalty: 5051.560547
	Iteration 21Q: 3 clusters Score -2559895 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -2559951.000000 Penalty: 5051.560547
	Iteration 22Q: 3 clusters Score -2559951 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -2559998.250000 Penalty: 5051.560547
	Iteration 23Q: 3 clusters Score -2559998 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -2560036.250000 Penalty: 5051.560547
	Iteration 24Q: 3 clusters Score -2560036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -2560068.500000 Penalty: 5051.560547
	Iteration 25Q: 3 clusters Score -2560068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -2560086.250000 Penalty: 5051.560547
	Iteration 26Q: 3 clusters Score -2560086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -2560090.750000 Penalty: 5051.560547
	Iteration 27Q: 3 clusters Score -2560091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -2560103.000000 Penalty: 5051.560547
	Iteration 28Q: 3 clusters Score -2560103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -2560111.250000 Penalty: 5051.560547
	Iteration 29Q: 3 clusters Score -2560111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -2560114.500000 Penalty: 5051.560547
	Iteration 30Q: 3 clusters Score -2560114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -2560124.500000 Penalty: 5051.560547
	Iteration 31Q: 3 clusters Score -2560124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -2560132.250000 Penalty: 5051.560547
	Iteration 32Q: 3 clusters Score -2560132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -2560129.500000 Penalty: 5051.560547
	Iteration 33Q: 3 clusters Score -2560130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -2560134.500000 Penalty: 5051.560547
	Iteration 34Q: 3 clusters Score -2560134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -2560135.250000 Penalty: 5051.560547
	Iteration 35Q: 3 clusters Score -2560135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -2560139.500000 Penalty: 5051.560547
	Iteration 36Q: 3 clusters Score -2560140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -2560137.750000 Penalty: 5051.560547
	Iteration 37Q: 3 clusters Score -2560138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -2560139.000000 Penalty: 5051.560547
	Iteration 38Q: 3 clusters Score -2560139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -2560139.000000 Penalty: 5051.560547
	Iteration 39F: 3 clusters Score -2560139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (307390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307390 members 
Entering Unmasked Estep 
Score: -30105330.000000 Penalty: 3133.696533
	Iteration 0F: 2 clusters Score -3.010533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153521 members 
Mstep: Class 2 contains 153869 members 
Entering Unmasked Estep 
Score: -29909300.000000 Penalty: 6267.393066
	Iteration 0F: 3 clusters Score -2.99093e+07 nChanged 148966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149179 members 
Mstep: Class 2 contains 158211 members 
Entering Unmasked Estep 
Score: -29998268.000000 Penalty: 6267.393066
	Iteration 1F: 3 clusters Score -2.999827e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147573 members 
Mstep: Class 2 contains 159817 members 
Entering Unmasked Estep 
Score: -30000094.000000 Penalty: 6267.393066
	Iteration 2Q: 3 clusters Score -3.000009e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145525 members 
Mstep: Class 2 contains 161865 members 
Entering Unmasked Estep 
Score: -30002630.000000 Penalty: 6267.393066
	Iteration 3Q: 3 clusters Score -3.000263e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142624 members 
Mstep: Class 2 contains 164766 members 
Entering Unmasked Estep 
Score: -30006330.000000 Penalty: 6267.393066
	Iteration 4Q: 3 clusters Score -3.000633e+07 nChanged 12169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138965 members 
Mstep: Class 2 contains 168425 members 
Entering Unmasked Estep 
Score: -30011220.000000 Penalty: 6267.393066
	Iteration 5Q: 3 clusters Score -3.001122e+07 nChanged 14184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134303 members 
Mstep: Class 2 contains 173087 members 
Entering Unmasked Estep 
Score: -30017348.000000 Penalty: 6267.393066
	Iteration 6Q: 3 clusters Score -3.001735e+07 nChanged 15799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128374 members 
Mstep: Class 2 contains 179016 members 
Entering Unmasked Estep 
Score: -30025138.000000 Penalty: 6267.393066
	Iteration 7F: 3 clusters Score -3.002514e+07 nChanged 16516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120712 members 
Mstep: Class 2 contains 186678 members 
Entering Unmasked Estep 
Score: -30034126.000000 Penalty: 6267.393066
	Iteration 8F: 3 clusters Score -3.003413e+07 nChanged 16534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110574 members 
Mstep: Class 2 contains 196816 members 
Entering Unmasked Estep 
Score: -30043116.000000 Penalty: 6267.393066
	Iteration 9F: 3 clusters Score -3.004312e+07 nChanged 15854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 208796 members 
Entering Unmasked Estep 
Score: -30051834.000000 Penalty: 6267.393066
	Iteration 10F: 3 clusters Score -3.005183e+07 nChanged 15166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85228 members 
Mstep: Class 2 contains 222162 members 
Entering Unmasked Estep 
Score: -30060040.000000 Penalty: 6267.393066
	Iteration 11Q: 3 clusters Score -3.006004e+07 nChanged 14752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 236308 members 
Entering Unmasked Estep 
Score: -30068138.000000 Penalty: 6267.393066
	Iteration 12Q: 3 clusters Score -3.006814e+07 nChanged 14295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 250455 members 
Entering Unmasked Estep 
Score: -30075810.000000 Penalty: 6267.393066
	Iteration 13Q: 3 clusters Score -3.007581e+07 nChanged 13119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 263536 members 
Entering Unmasked Estep 
Score: -30082810.000000 Penalty: 6267.393066
	Iteration 14Q: 3 clusters Score -3.008281e+07 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 274855 members 
Entering Unmasked Estep 
Score: -30088718.000000 Penalty: 6267.393066
	Iteration 15Q: 3 clusters Score -3.008872e+07 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 283862 members 
Entering Unmasked Estep 
Score: -30093210.000000 Penalty: 6267.393066
	Iteration 16Q: 3 clusters Score -3.009321e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 290595 members 
Entering Unmasked Estep 
Score: -30096422.000000 Penalty: 6267.393066
	Iteration 17Q: 3 clusters Score -3.009642e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 295500 members 
Entering Unmasked Estep 
Score: -30098482.000000 Penalty: 6267.393066
	Iteration 18Q: 3 clusters Score -3.009848e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 298975 members 
Entering Unmasked Estep 
Score: -30099992.000000 Penalty: 6267.393066
	Iteration 19Q: 3 clusters Score -3.009999e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 301177 members 
Entering Unmasked Estep 
Score: -30101042.000000 Penalty: 6267.393066
	Iteration 20F: 3 clusters Score -3.010104e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 302622 members 
Entering Unmasked Estep 
Score: -30101576.000000 Penalty: 6267.393066
	Iteration 21Q: 3 clusters Score -3.010158e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 303541 members 
Entering Unmasked Estep 
Score: -30101988.000000 Penalty: 6267.393066
	Iteration 22Q: 3 clusters Score -3.010199e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 304165 members 
Entering Unmasked Estep 
Score: -30102200.000000 Penalty: 6267.393066
	Iteration 23Q: 3 clusters Score -3.01022e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 304625 members 
Entering Unmasked Estep 
Score: -30102404.000000 Penalty: 6267.393066
	Iteration 24Q: 3 clusters Score -3.01024e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 304951 members 
Entering Unmasked Estep 
Score: -30102530.000000 Penalty: 6267.393066
	Iteration 25Q: 3 clusters Score -3.010253e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 305160 members 
Entering Unmasked Estep 
Score: -30102546.000000 Penalty: 6267.393066
	Iteration 26Q: 3 clusters Score -3.010255e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 305324 members 
Entering Unmasked Estep 
Score: -30102616.000000 Penalty: 6267.393066
	Iteration 27Q: 3 clusters Score -3.010262e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 305464 members 
Entering Unmasked Estep 
Score: -30102682.000000 Penalty: 6267.393066
	Iteration 28Q: 3 clusters Score -3.010268e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 305559 members 
Entering Unmasked Estep 
Score: -30102672.000000 Penalty: 6267.393066
	Iteration 29Q: 3 clusters Score -3.010267e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 305636 members 
Entering Unmasked Estep 
Score: -30102734.000000 Penalty: 6267.393066
	Iteration 30Q: 3 clusters Score -3.010273e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 305698 members 
Entering Unmasked Estep 
Score: -30102756.000000 Penalty: 6267.393066
	Iteration 31Q: 3 clusters Score -3.010276e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 305765 members 
Entering Unmasked Estep 
Score: -30102774.000000 Penalty: 6267.393066
	Iteration 32Q: 3 clusters Score -3.010277e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 305811 members 
Entering Unmasked Estep 
Score: -30102794.000000 Penalty: 6267.393066
	Iteration 33Q: 3 clusters Score -3.010279e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 305840 members 
Entering Unmasked Estep 
Score: -30102770.000000 Penalty: 6267.393066
	Iteration 34Q: 3 clusters Score -3.010277e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 305878 members 
Entering Unmasked Estep 
Score: -30102778.000000 Penalty: 6267.393066
	Iteration 35Q: 3 clusters Score -3.010278e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 305905 members 
Entering Unmasked Estep 
Score: -30102798.000000 Penalty: 6267.393066
	Iteration 36Q: 3 clusters Score -3.01028e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 305928 members 
Entering Unmasked Estep 
Score: -30102792.000000 Penalty: 6267.393066
	Iteration 37Q: 3 clusters Score -3.010279e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 305960 members 
Entering Unmasked Estep 
Score: -30102828.000000 Penalty: 6267.393066
	Iteration 38Q: 3 clusters Score -3.010283e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 305982 members 
Entering Unmasked Estep 
Score: -30102856.000000 Penalty: 6267.393066
	Iteration 39Q: 3 clusters Score -3.010286e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 305996 members 
Entering Unmasked Estep 
Score: -30102852.000000 Penalty: 6267.393066
	Iteration 40F: 3 clusters Score -3.010285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 306003 members 
Entering Unmasked Estep 
Score: -30102850.000000 Penalty: 6267.393066
	Iteration 41Q: 3 clusters Score -3.010285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 306009 members 
Entering Unmasked Estep 
Score: -30102858.000000 Penalty: 6267.393066
	Iteration 42Q: 3 clusters Score -3.010286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 306016 members 
Entering Unmasked Estep 
Score: -30102842.000000 Penalty: 6267.393066
	Iteration 43Q: 3 clusters Score -3.010284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 306021 members 
Entering Unmasked Estep 
Score: -30102840.000000 Penalty: 6267.393066
	Iteration 44Q: 3 clusters Score -3.010284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 306030 members 
Entering Unmasked Estep 
Score: -30102848.000000 Penalty: 6267.393066
	Iteration 45Q: 3 clusters Score -3.010285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 306036 members 
Entering Unmasked Estep 
Score: -30102850.000000 Penalty: 6267.393066
	Iteration 46Q: 3 clusters Score -3.010285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 306041 members 
Entering Unmasked Estep 
Score: -30102866.000000 Penalty: 6267.393066
	Iteration 47Q: 3 clusters Score -3.010287e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 306049 members 
Entering Unmasked Estep 
Score: -30102876.000000 Penalty: 6267.393066
	Iteration 48Q: 3 clusters Score -3.010288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 306060 members 
Entering Unmasked Estep 
Score: -30102890.000000 Penalty: 6267.393066
	Iteration 49Q: 3 clusters Score -3.010289e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 306072 members 
Entering Unmasked Estep 
Score: -30102878.000000 Penalty: 6267.393066
	Iteration 50Q: 3 clusters Score -3.010288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 306083 members 
Entering Unmasked Estep 
Score: -30102880.000000 Penalty: 6267.393066
	Iteration 51Q: 3 clusters Score -3.010288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 306091 members 
Entering Unmasked Estep 
Score: -30102896.000000 Penalty: 6267.393066
	Iteration 52Q: 3 clusters Score -3.01029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 306093 members 
Entering Unmasked Estep 
Score: -30102880.000000 Penalty: 6267.393066
	Iteration 53Q: 3 clusters Score -3.010288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 306100 members 
Entering Unmasked Estep 
Score: -30102896.000000 Penalty: 6267.393066
	Iteration 54Q: 3 clusters Score -3.01029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 306104 members 
Entering Unmasked Estep 
Score: -30102880.000000 Penalty: 6267.393066
	Iteration 55Q: 3 clusters Score -3.010288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 306108 members 
Entering Unmasked Estep 
Score: -30102888.000000 Penalty: 6267.393066
	Iteration 56Q: 3 clusters Score -3.010289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 306113 members 
Entering Unmasked Estep 
Score: -30102874.000000 Penalty: 6267.393066
	Iteration 57Q: 3 clusters Score -3.010287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 306116 members 
Entering Unmasked Estep 
Score: -30102902.000000 Penalty: 6267.393066
	Iteration 58Q: 3 clusters Score -3.01029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 306124 members 
Entering Unmasked Estep 
Score: -30102910.000000 Penalty: 6267.393066
	Iteration 59Q: 3 clusters Score -3.010291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 306123 members 
Entering Unmasked Estep 
Score: -30102892.000000 Penalty: 6267.393066
	Iteration 60F: 3 clusters Score -3.010289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 306123 members 
Entering Unmasked Estep 
Score: -30102884.000000 Penalty: 6267.393066
	Iteration 61Q: 3 clusters Score -3.010288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 306124 members 
Entering Unmasked Estep 
Score: -30102892.000000 Penalty: 6267.393066
	Iteration 62Q: 3 clusters Score -3.010289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 306126 members 
Entering Unmasked Estep 
Score: -30102894.000000 Penalty: 6267.393066
	Iteration 63Q: 3 clusters Score -3.010289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 306128 members 
Entering Unmasked Estep 
Score: -30102878.000000 Penalty: 6267.393066
	Iteration 64Q: 3 clusters Score -3.010288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 306131 members 
Entering Unmasked Estep 
Score: -30102898.000000 Penalty: 6267.393066
	Iteration 65Q: 3 clusters Score -3.01029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 306132 members 
Entering Unmasked Estep 
Score: -30102908.000000 Penalty: 6267.393066
	Iteration 66Q: 3 clusters Score -3.010291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 306134 members 
Entering Unmasked Estep 
Score: -30102910.000000 Penalty: 6267.393066
	Iteration 67Q: 3 clusters Score -3.010291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 306135 members 
Entering Unmasked Estep 
Score: -30102910.000000 Penalty: 6267.393066
	Iteration 68Q: 3 clusters Score -3.010291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 306136 members 
Entering Unmasked Estep 
Score: -30102924.000000 Penalty: 6267.393066
	Iteration 69Q: 3 clusters Score -3.010292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 306139 members 
Entering Unmasked Estep 
Score: -30102892.000000 Penalty: 6267.393066
	Iteration 70Q: 3 clusters Score -3.010289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 306140 members 
Entering Unmasked Estep 
Score: -30102894.000000 Penalty: 6267.393066
	Iteration 71Q: 3 clusters Score -3.010289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 306140 members 
Entering Unmasked Estep 
Score: -30102906.000000 Penalty: 6267.393066
	Iteration 72Q: 3 clusters Score -3.010291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 306141 members 
Entering Unmasked Estep 
Score: -30102906.000000 Penalty: 6267.393066
	Iteration 73Q: 3 clusters Score -3.010291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 306142 members 
Entering Unmasked Estep 
Score: -30102902.000000 Penalty: 6267.393066
	Iteration 74Q: 3 clusters Score -3.01029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 306142 members 
Entering Unmasked Estep 
Score: -30102902.000000 Penalty: 6267.393066
	Iteration 75F: 3 clusters Score -3.01029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Entering Unmasked Estep 
Score: -495506.437500 Penalty: 2130.429932
	Iteration 0F: 2 clusters Score -495506.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -490732.343750 Penalty: 4260.859863
	Iteration 0F: 3 clusters Score -490732.3 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -491910.375000 Penalty: 4260.859863
	Iteration 1F: 3 clusters Score -491910.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -492148.093750 Penalty: 4260.859863
	Iteration 2F: 3 clusters Score -492148.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -492279.875000 Penalty: 4260.859863
	Iteration 3F: 3 clusters Score -492279.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -492389.906250 Penalty: 4260.859863
	Iteration 4Q: 3 clusters Score -492389.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -492513.187500 Penalty: 4260.859863
	Iteration 5Q: 3 clusters Score -492513.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -492622.843750 Penalty: 4260.859863
	Iteration 6Q: 3 clusters Score -492622.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -492728.812500 Penalty: 4260.859863
	Iteration 7Q: 3 clusters Score -492728.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -492874.656250 Penalty: 4260.859863
	Iteration 8Q: 3 clusters Score -492874.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -493022.656250 Penalty: 4260.859863
	Iteration 9Q: 3 clusters Score -493022.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -493166.281250 Penalty: 4260.859863
	Iteration 10Q: 3 clusters Score -493166.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -493312.375000 Penalty: 4260.859863
	Iteration 11Q: 3 clusters Score -493312.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -493456.343750 Penalty: 4260.859863
	Iteration 12Q: 3 clusters Score -493456.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -493608.875000 Penalty: 4260.859863
	Iteration 13Q: 3 clusters Score -493608.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -493742.093750 Penalty: 4260.859863
	Iteration 14Q: 3 clusters Score -493742.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -493827.812500 Penalty: 4260.859863
	Iteration 15Q: 3 clusters Score -493827.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -493891.343750 Penalty: 4260.859863
	Iteration 16Q: 3 clusters Score -493891.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -493929.375000 Penalty: 4260.859863
	Iteration 17Q: 3 clusters Score -493929.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -493955.375000 Penalty: 4260.859863
	Iteration 18Q: 3 clusters Score -493955.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -493970.625000 Penalty: 4260.859863
	Iteration 19Q: 3 clusters Score -493970.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -493990.187500 Penalty: 4260.859863
	Iteration 20F: 3 clusters Score -493990.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -494001.343750 Penalty: 4260.859863
	Iteration 21Q: 3 clusters Score -494001.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -494004.062500 Penalty: 4260.859863
	Iteration 22Q: 3 clusters Score -494004.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -494004.906250 Penalty: 4260.859863
	Iteration 23Q: 3 clusters Score -494004.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -494011.375000 Penalty: 4260.859863
	Iteration 24Q: 3 clusters Score -494011.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -494013.906250 Penalty: 4260.859863
	Iteration 25Q: 3 clusters Score -494013.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -494015.062500 Penalty: 4260.859863
	Iteration 26Q: 3 clusters Score -494015.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -494015.750000 Penalty: 4260.859863
	Iteration 27Q: 3 clusters Score -494015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -494017.500000 Penalty: 4260.859863
	Iteration 28Q: 3 clusters Score -494017.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -494018.406250 Penalty: 4260.859863
	Iteration 29Q: 3 clusters Score -494018.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -494019.281250 Penalty: 4260.859863
	Iteration 30Q: 3 clusters Score -494019.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -494021.156250 Penalty: 4260.859863
	Iteration 31Q: 3 clusters Score -494021.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -494021.406250 Penalty: 4260.859863
	Iteration 32Q: 3 clusters Score -494021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -494021.406250 Penalty: 4260.859863
	Iteration 33F: 3 clusters Score -494021.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Entering Unmasked Estep 
Score: -2223905.500000 Penalty: 2509.222412
	Iteration 0F: 2 clusters Score -2223906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2206679.250000 Penalty: 5018.444824
	Iteration 0F: 3 clusters Score -2206679 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2212766.500000 Penalty: 5018.444824
	Iteration 1F: 3 clusters Score -2212766 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2213327.500000 Penalty: 5018.444824
	Iteration 2F: 3 clusters Score -2213328 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2213855.000000 Penalty: 5018.444824
	Iteration 3F: 3 clusters Score -2213855 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2214386.750000 Penalty: 5018.444824
	Iteration 4Q: 3 clusters Score -2214387 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2215056.500000 Penalty: 5018.444824
	Iteration 5Q: 3 clusters Score -2215056 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2215910.250000 Penalty: 5018.444824
	Iteration 6F: 3 clusters Score -2215910 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2216873.500000 Penalty: 5018.444824
	Iteration 7F: 3 clusters Score -2216874 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2217736.750000 Penalty: 5018.444824
	Iteration 8F: 3 clusters Score -2217737 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2218412.000000 Penalty: 5018.444824
	Iteration 9Q: 3 clusters Score -2218412 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2218966.000000 Penalty: 5018.444824
	Iteration 10Q: 3 clusters Score -2218966 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2219413.500000 Penalty: 5018.444824
	Iteration 11Q: 3 clusters Score -2219414 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2219781.500000 Penalty: 5018.444824
	Iteration 12Q: 3 clusters Score -2219782 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2220141.000000 Penalty: 5018.444824
	Iteration 13Q: 3 clusters Score -2220141 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2220482.500000 Penalty: 5018.444824
	Iteration 14Q: 3 clusters Score -2220482 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2220818.750000 Penalty: 5018.444824
	Iteration 15Q: 3 clusters Score -2220819 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2221084.750000 Penalty: 5018.444824
	Iteration 16Q: 3 clusters Score -2221085 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2221278.250000 Penalty: 5018.444824
	Iteration 17Q: 3 clusters Score -2221278 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2221399.750000 Penalty: 5018.444824
	Iteration 18Q: 3 clusters Score -2221400 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2221511.500000 Penalty: 5018.444824
	Iteration 19Q: 3 clusters Score -2221512 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2221593.000000 Penalty: 5018.444824
	Iteration 20F: 3 clusters Score -2221593 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2221666.000000 Penalty: 5018.444824
	Iteration 21Q: 3 clusters Score -2221666 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2221731.000000 Penalty: 5018.444824
	Iteration 22Q: 3 clusters Score -2221731 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2221771.750000 Penalty: 5018.444824
	Iteration 23Q: 3 clusters Score -2221772 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2221799.250000 Penalty: 5018.444824
	Iteration 24Q: 3 clusters Score -2221799 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2221833.250000 Penalty: 5018.444824
	Iteration 25Q: 3 clusters Score -2221833 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2221880.000000 Penalty: 5018.444824
	Iteration 26Q: 3 clusters Score -2221880 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2221921.750000 Penalty: 5018.444824
	Iteration 27Q: 3 clusters Score -2221922 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2221967.250000 Penalty: 5018.444824
	Iteration 28Q: 3 clusters Score -2221967 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2222006.500000 Penalty: 5018.444824
	Iteration 29Q: 3 clusters Score -2222006 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2222032.750000 Penalty: 5018.444824
	Iteration 30Q: 3 clusters Score -2222033 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2222066.500000 Penalty: 5018.444824
	Iteration 31Q: 3 clusters Score -2222066 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2222112.500000 Penalty: 5018.444824
	Iteration 32Q: 3 clusters Score -2222112 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2222160.750000 Penalty: 5018.444824
	Iteration 33Q: 3 clusters Score -2222161 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2222224.500000 Penalty: 5018.444824
	Iteration 34Q: 3 clusters Score -2222224 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2222259.500000 Penalty: 5018.444824
	Iteration 35Q: 3 clusters Score -2222260 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2222294.250000 Penalty: 5018.444824
	Iteration 36Q: 3 clusters Score -2222294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2222326.500000 Penalty: 5018.444824
	Iteration 37Q: 3 clusters Score -2222326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2222343.000000 Penalty: 5018.444824
	Iteration 38Q: 3 clusters Score -2222343 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2222356.000000 Penalty: 5018.444824
	Iteration 39Q: 3 clusters Score -2222356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2222370.000000 Penalty: 5018.444824
	Iteration 40F: 3 clusters Score -2222370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2222378.500000 Penalty: 5018.444824
	Iteration 41Q: 3 clusters Score -2222378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2222389.750000 Penalty: 5018.444824
	Iteration 42Q: 3 clusters Score -2222390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2222391.000000 Penalty: 5018.444824
	Iteration 43Q: 3 clusters Score -2222391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2222396.750000 Penalty: 5018.444824
	Iteration 44Q: 3 clusters Score -2222397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2222403.000000 Penalty: 5018.444824
	Iteration 45Q: 3 clusters Score -2222403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2222410.000000 Penalty: 5018.444824
	Iteration 46Q: 3 clusters Score -2222410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2222414.750000 Penalty: 5018.444824
	Iteration 47Q: 3 clusters Score -2222415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2222411.750000 Penalty: 5018.444824
	Iteration 48Q: 3 clusters Score -2222412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2222423.750000 Penalty: 5018.444824
	Iteration 49Q: 3 clusters Score -2222424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2222425.250000 Penalty: 5018.444824
	Iteration 50Q: 3 clusters Score -2222425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2222433.250000 Penalty: 5018.444824
	Iteration 51Q: 3 clusters Score -2222433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2222433.250000 Penalty: 5018.444824
	Iteration 52Q: 3 clusters Score -2222433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2222441.250000 Penalty: 5018.444824
	Iteration 53Q: 3 clusters Score -2222441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2222453.250000 Penalty: 5018.444824
	Iteration 54Q: 3 clusters Score -2222453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2222456.250000 Penalty: 5018.444824
	Iteration 55Q: 3 clusters Score -2222456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2222454.500000 Penalty: 5018.444824
	Iteration 56Q: 3 clusters Score -2222454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2222459.750000 Penalty: 5018.444824
	Iteration 57Q: 3 clusters Score -2222460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2222464.250000 Penalty: 5018.444824
	Iteration 58Q: 3 clusters Score -2222464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2222463.000000 Penalty: 5018.444824
	Iteration 59Q: 3 clusters Score -2222463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2222465.500000 Penalty: 5018.444824
	Iteration 60F: 3 clusters Score -2222466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2222470.000000 Penalty: 5018.444824
	Iteration 61Q: 3 clusters Score -2222470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2222470.000000 Penalty: 5018.444824
	Iteration 62Q: 3 clusters Score -2222470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2222473.250000 Penalty: 5018.444824
	Iteration 63Q: 3 clusters Score -2222473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2222472.000000 Penalty: 5018.444824
	Iteration 64Q: 3 clusters Score -2222472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2222472.000000 Penalty: 5018.444824
	Iteration 65F: 3 clusters Score -2222472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (223205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223205 members 
Entering Unmasked Estep 
Score: -21950320.000000 Penalty: 3054.329590
	Iteration 0F: 2 clusters Score -2.195032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111934 members 
Mstep: Class 2 contains 111271 members 
Entering Unmasked Estep 
Score: -21802362.000000 Penalty: 6108.659180
	Iteration 0F: 3 clusters Score -2.180236e+07 nChanged 107718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118404 members 
Mstep: Class 2 contains 104801 members 
Entering Unmasked Estep 
Score: -21865366.000000 Penalty: 6108.659180
	Iteration 1F: 3 clusters Score -2.186537e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122862 members 
Mstep: Class 2 contains 100343 members 
Entering Unmasked Estep 
Score: -21867182.000000 Penalty: 6108.659180
	Iteration 2Q: 3 clusters Score -2.186718e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129969 members 
Mstep: Class 2 contains 93236 members 
Entering Unmasked Estep 
Score: -21870552.000000 Penalty: 6108.659180
	Iteration 3Q: 3 clusters Score -2.187055e+07 nChanged 12190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140753 members 
Mstep: Class 2 contains 82452 members 
Entering Unmasked Estep 
Score: -21876546.000000 Penalty: 6108.659180
	Iteration 4F: 3 clusters Score -2.187655e+07 nChanged 16357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156050 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -21887986.000000 Penalty: 6108.659180
	Iteration 5F: 3 clusters Score -2.188799e+07 nChanged 19522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174880 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -21904268.000000 Penalty: 6108.659180
	Iteration 6F: 3 clusters Score -2.190427e+07 nChanged 18972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193470 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -21921608.000000 Penalty: 6108.659180
	Iteration 7F: 3 clusters Score -2.192161e+07 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207754 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -21934644.000000 Penalty: 6108.659180
	Iteration 8F: 3 clusters Score -2.193464e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216048 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -21941970.000000 Penalty: 6108.659180
	Iteration 9Q: 3 clusters Score -2.194197e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220023 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -21945362.000000 Penalty: 6108.659180
	Iteration 10Q: 3 clusters Score -2.194536e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221676 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -21946734.000000 Penalty: 6108.659180
	Iteration 11Q: 3 clusters Score -2.194673e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222263 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -21947388.000000 Penalty: 6108.659180
	Iteration 12Q: 3 clusters Score -2.194739e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222458 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -21947548.000000 Penalty: 6108.659180
	Iteration 13Q: 3 clusters Score -2.194755e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222537 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -21947618.000000 Penalty: 6108.659180
	Iteration 14Q: 3 clusters Score -2.194762e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222580 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -21947690.000000 Penalty: 6108.659180
	Iteration 15Q: 3 clusters Score -2.194769e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222599 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -21947774.000000 Penalty: 6108.659180
	Iteration 16Q: 3 clusters Score -2.194777e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222608 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -21947846.000000 Penalty: 6108.659180
	Iteration 17Q: 3 clusters Score -2.194785e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222609 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -21947892.000000 Penalty: 6108.659180
	Iteration 18Q: 3 clusters Score -2.194789e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222615 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -21947946.000000 Penalty: 6108.659180
	Iteration 19Q: 3 clusters Score -2.194795e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222614 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -21947972.000000 Penalty: 6108.659180
	Iteration 20F: 3 clusters Score -2.194797e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222613 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -21948036.000000 Penalty: 6108.659180
	Iteration 21Q: 3 clusters Score -2.194804e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222612 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -21948042.000000 Penalty: 6108.659180
	Iteration 22Q: 3 clusters Score -2.194804e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222609 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -21948070.000000 Penalty: 6108.659180
	Iteration 23Q: 3 clusters Score -2.194807e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222609 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -21948088.000000 Penalty: 6108.659180
	Iteration 24Q: 3 clusters Score -2.194809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222602 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -21948082.000000 Penalty: 6108.659180
	Iteration 25Q: 3 clusters Score -2.194808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222597 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -21948086.000000 Penalty: 6108.659180
	Iteration 26Q: 3 clusters Score -2.194809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222594 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -21948092.000000 Penalty: 6108.659180
	Iteration 27Q: 3 clusters Score -2.194809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222588 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -21948120.000000 Penalty: 6108.659180
	Iteration 28Q: 3 clusters Score -2.194812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222589 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -21948110.000000 Penalty: 6108.659180
	Iteration 29Q: 3 clusters Score -2.194811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222586 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -21948136.000000 Penalty: 6108.659180
	Iteration 30Q: 3 clusters Score -2.194814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222587 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -21948124.000000 Penalty: 6108.659180
	Iteration 31Q: 3 clusters Score -2.194812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222583 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -21948116.000000 Penalty: 6108.659180
	Iteration 32Q: 3 clusters Score -2.194812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222581 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -21948124.000000 Penalty: 6108.659180
	Iteration 33Q: 3 clusters Score -2.194812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222581 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -21948124.000000 Penalty: 6108.659180
	Iteration 34F: 3 clusters Score -2.194812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Entering Unmasked Estep 
Score: -1026162.687500 Penalty: 2293.891113
	Iteration 0F: 2 clusters Score -1026163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1018215.687500 Penalty: 4587.782227
	Iteration 0F: 3 clusters Score -1018216 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1020601.812500 Penalty: 4587.782227
	Iteration 1F: 3 clusters Score -1020602 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1020861.125000 Penalty: 4587.782227
	Iteration 2F: 3 clusters Score -1020861 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1021077.250000 Penalty: 4587.782227
	Iteration 3Q: 3 clusters Score -1021077 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1021267.937500 Penalty: 4587.782227
	Iteration 4Q: 3 clusters Score -1021268 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1021443.562500 Penalty: 4587.782227
	Iteration 5Q: 3 clusters Score -1021444 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1021606.500000 Penalty: 4587.782227
	Iteration 6Q: 3 clusters Score -1021606 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1021744.312500 Penalty: 4587.782227
	Iteration 7Q: 3 clusters Score -1021744 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1021880.500000 Penalty: 4587.782227
	Iteration 8Q: 3 clusters Score -1021880 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1022026.250000 Penalty: 4587.782227
	Iteration 9Q: 3 clusters Score -1022026 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1022198.312500 Penalty: 4587.782227
	Iteration 10Q: 3 clusters Score -1022198 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1022385.375000 Penalty: 4587.782227
	Iteration 11Q: 3 clusters Score -1022385 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1022600.687500 Penalty: 4587.782227
	Iteration 12Q: 3 clusters Score -1022601 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1022844.062500 Penalty: 4587.782227
	Iteration 13Q: 3 clusters Score -1022844 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1023068.875000 Penalty: 4587.782227
	Iteration 14Q: 3 clusters Score -1023069 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1023258.562500 Penalty: 4587.782227
	Iteration 15Q: 3 clusters Score -1023259 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1023417.875000 Penalty: 4587.782227
	Iteration 16Q: 3 clusters Score -1023418 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1023569.750000 Penalty: 4587.782227
	Iteration 17Q: 3 clusters Score -1023570 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1023673.562500 Penalty: 4587.782227
	Iteration 18Q: 3 clusters Score -1023674 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1023768.500000 Penalty: 4587.782227
	Iteration 19Q: 3 clusters Score -1023768 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1023845.500000 Penalty: 4587.782227
	Iteration 20F: 3 clusters Score -1023846 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1023897.312500 Penalty: 4587.782227
	Iteration 21Q: 3 clusters Score -1023897 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1023948.937500 Penalty: 4587.782227
	Iteration 22Q: 3 clusters Score -1023949 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1023990.875000 Penalty: 4587.782227
	Iteration 23Q: 3 clusters Score -1023991 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1024025.000000 Penalty: 4587.782227
	Iteration 24Q: 3 clusters Score -1024025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1024058.625000 Penalty: 4587.782227
	Iteration 25Q: 3 clusters Score -1024059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1024085.937500 Penalty: 4587.782227
	Iteration 26Q: 3 clusters Score -1024086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1024105.812500 Penalty: 4587.782227
	Iteration 27Q: 3 clusters Score -1024106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1024122.500000 Penalty: 4587.782227
	Iteration 28Q: 3 clusters Score -1024122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1024130.500000 Penalty: 4587.782227
	Iteration 29Q: 3 clusters Score -1024130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1024133.125000 Penalty: 4587.782227
	Iteration 30Q: 3 clusters Score -1024133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1024141.562500 Penalty: 4587.782227
	Iteration 31Q: 3 clusters Score -1024142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1024154.437500 Penalty: 4587.782227
	Iteration 32Q: 3 clusters Score -1024154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1024161.812500 Penalty: 4587.782227
	Iteration 33Q: 3 clusters Score -1024162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1024175.500000 Penalty: 4587.782227
	Iteration 34Q: 3 clusters Score -1024176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1024186.312500 Penalty: 4587.782227
	Iteration 35Q: 3 clusters Score -1024186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1024190.375000 Penalty: 4587.782227
	Iteration 36Q: 3 clusters Score -1024190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1024195.125000 Penalty: 4587.782227
	Iteration 37Q: 3 clusters Score -1024195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1024203.062500 Penalty: 4587.782227
	Iteration 38Q: 3 clusters Score -1024203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1024204.312500 Penalty: 4587.782227
	Iteration 39Q: 3 clusters Score -1024204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1024207.125000 Penalty: 4587.782227
	Iteration 40F: 3 clusters Score -1024207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1024208.125000 Penalty: 4587.782227
	Iteration 41Q: 3 clusters Score -1024208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1024210.000000 Penalty: 4587.782227
	Iteration 42Q: 3 clusters Score -1024210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1024211.125000 Penalty: 4587.782227
	Iteration 43Q: 3 clusters Score -1024211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1024211.000000 Penalty: 4587.782227
	Iteration 44Q: 3 clusters Score -1024211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1024211.000000 Penalty: 4587.782227
	Iteration 45F: 3 clusters Score -1024211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Entering Unmasked Estep 
Score: -2196539.250000 Penalty: 2487.917480
	Iteration 0F: 2 clusters Score -2196539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2180716.000000 Penalty: 4975.834961
	Iteration 0F: 3 clusters Score -2180716 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2186100.250000 Penalty: 4975.834961
	Iteration 1F: 3 clusters Score -2186100 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2186495.000000 Penalty: 4975.834961
	Iteration 2Q: 3 clusters Score -2186495 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2186913.000000 Penalty: 4975.834961
	Iteration 3Q: 3 clusters Score -2186913 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2187389.750000 Penalty: 4975.834961
	Iteration 4Q: 3 clusters Score -2187390 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2187942.000000 Penalty: 4975.834961
	Iteration 5Q: 3 clusters Score -2187942 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2188531.500000 Penalty: 4975.834961
	Iteration 6Q: 3 clusters Score -2188532 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2189179.250000 Penalty: 4975.834961
	Iteration 7Q: 3 clusters Score -2189179 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2189895.250000 Penalty: 4975.834961
	Iteration 8F: 3 clusters Score -2189895 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2190650.500000 Penalty: 4975.834961
	Iteration 9F: 3 clusters Score -2190650 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2191468.250000 Penalty: 4975.834961
	Iteration 10F: 3 clusters Score -2191468 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2192110.250000 Penalty: 4975.834961
	Iteration 11Q: 3 clusters Score -2192110 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2192562.000000 Penalty: 4975.834961
	Iteration 12Q: 3 clusters Score -2192562 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2192865.500000 Penalty: 4975.834961
	Iteration 13Q: 3 clusters Score -2192866 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2193040.250000 Penalty: 4975.834961
	Iteration 14Q: 3 clusters Score -2193040 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2193153.250000 Penalty: 4975.834961
	Iteration 15Q: 3 clusters Score -2193153 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2193242.250000 Penalty: 4975.834961
	Iteration 16Q: 3 clusters Score -2193242 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2193313.250000 Penalty: 4975.834961
	Iteration 17Q: 3 clusters Score -2193313 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2193387.000000 Penalty: 4975.834961
	Iteration 18Q: 3 clusters Score -2193387 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2193437.750000 Penalty: 4975.834961
	Iteration 19Q: 3 clusters Score -2193438 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2193480.250000 Penalty: 4975.834961
	Iteration 20F: 3 clusters Score -2193480 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2193498.500000 Penalty: 4975.834961
	Iteration 21Q: 3 clusters Score -2193498 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2193525.750000 Penalty: 4975.834961
	Iteration 22Q: 3 clusters Score -2193526 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2193556.250000 Penalty: 4975.834961
	Iteration 23Q: 3 clusters Score -2193556 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2193574.500000 Penalty: 4975.834961
	Iteration 24Q: 3 clusters Score -2193574 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2193591.750000 Penalty: 4975.834961
	Iteration 25Q: 3 clusters Score -2193592 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2193593.500000 Penalty: 4975.834961
	Iteration 26Q: 3 clusters Score -2193594 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2193605.000000 Penalty: 4975.834961
	Iteration 27Q: 3 clusters Score -2193605 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2193619.750000 Penalty: 4975.834961
	Iteration 28Q: 3 clusters Score -2193620 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2193635.500000 Penalty: 4975.834961
	Iteration 29Q: 3 clusters Score -2193636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2193642.750000 Penalty: 4975.834961
	Iteration 30Q: 3 clusters Score -2193643 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2193648.250000 Penalty: 4975.834961
	Iteration 31Q: 3 clusters Score -2193648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2193652.500000 Penalty: 4975.834961
	Iteration 32Q: 3 clusters Score -2193652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2193659.750000 Penalty: 4975.834961
	Iteration 33Q: 3 clusters Score -2193660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2193655.750000 Penalty: 4975.834961
	Iteration 34Q: 3 clusters Score -2193656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2193662.750000 Penalty: 4975.834961
	Iteration 35Q: 3 clusters Score -2193663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2193659.000000 Penalty: 4975.834961
	Iteration 36Q: 3 clusters Score -2193659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2193658.000000 Penalty: 4975.834961
	Iteration 37Q: 3 clusters Score -2193658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2193658.000000 Penalty: 4975.834961
	Iteration 38Q: 3 clusters Score -2193658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2193660.000000 Penalty: 4975.834961
	Iteration 39Q: 3 clusters Score -2193660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2193663.000000 Penalty: 4975.834961
	Iteration 40F: 3 clusters Score -2193663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2193666.250000 Penalty: 4975.834961
	Iteration 41Q: 3 clusters Score -2193666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2193666.250000 Penalty: 4975.834961
	Iteration 42Q: 3 clusters Score -2193666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2193663.500000 Penalty: 4975.834961
	Iteration 43Q: 3 clusters Score -2193664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2193662.250000 Penalty: 4975.834961
	Iteration 44Q: 3 clusters Score -2193662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2193662.000000 Penalty: 4975.834961
	Iteration 45Q: 3 clusters Score -2193662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2193661.750000 Penalty: 4975.834961
	Iteration 46Q: 3 clusters Score -2193662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2193663.750000 Penalty: 4975.834961
	Iteration 47Q: 3 clusters Score -2193664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2193662.750000 Penalty: 4975.834961
	Iteration 48Q: 3 clusters Score -2193663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2193665.250000 Penalty: 4975.834961
	Iteration 49Q: 3 clusters Score -2193665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2193665.000000 Penalty: 4975.834961
	Iteration 50Q: 3 clusters Score -2193665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2193665.250000 Penalty: 4975.834961
	Iteration 51Q: 3 clusters Score -2193665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2193665.000000 Penalty: 4975.834961
	Iteration 52Q: 3 clusters Score -2193665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2193665.750000 Penalty: 4975.834961
	Iteration 53Q: 3 clusters Score -2193666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2193665.500000 Penalty: 4975.834961
	Iteration 54Q: 3 clusters Score -2193666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2193665.250000 Penalty: 4975.834961
	Iteration 55Q: 3 clusters Score -2193665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2193664.500000 Penalty: 4975.834961
	Iteration 56Q: 3 clusters Score -2193664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2193663.750000 Penalty: 4975.834961
	Iteration 57Q: 3 clusters Score -2193664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2193662.500000 Penalty: 4975.834961
	Iteration 58Q: 3 clusters Score -2193662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2193660.750000 Penalty: 4975.834961
	Iteration 59Q: 3 clusters Score -2193661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2193661.250000 Penalty: 4975.834961
	Iteration 60F: 3 clusters Score -2193661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2193659.500000 Penalty: 4975.834961
	Iteration 61Q: 3 clusters Score -2193660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2193662.250000 Penalty: 4975.834961
	Iteration 62Q: 3 clusters Score -2193662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2193662.250000 Penalty: 4975.834961
	Iteration 63F: 3 clusters Score -2193662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Entering Unmasked Estep 
Score: -1075582.875000 Penalty: 2314.540283
	Iteration 0F: 2 clusters Score -1075583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1066978.250000 Penalty: 4629.080566
	Iteration 0F: 3 clusters Score -1066978 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1069545.625000 Penalty: 4629.080566
	Iteration 1F: 3 clusters Score -1069546 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1069853.500000 Penalty: 4629.080566
	Iteration 2F: 3 clusters Score -1069854 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1070094.875000 Penalty: 4629.080566
	Iteration 3Q: 3 clusters Score -1070095 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1070338.250000 Penalty: 4629.080566
	Iteration 4Q: 3 clusters Score -1070338 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1070584.875000 Penalty: 4629.080566
	Iteration 5Q: 3 clusters Score -1070585 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1070814.000000 Penalty: 4629.080566
	Iteration 6Q: 3 clusters Score -1070814 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1071049.000000 Penalty: 4629.080566
	Iteration 7Q: 3 clusters Score -1071049 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1071326.125000 Penalty: 4629.080566
	Iteration 8Q: 3 clusters Score -1071326 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1071581.625000 Penalty: 4629.080566
	Iteration 9Q: 3 clusters Score -1071582 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1071821.000000 Penalty: 4629.080566
	Iteration 10Q: 3 clusters Score -1071821 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1072065.500000 Penalty: 4629.080566
	Iteration 11Q: 3 clusters Score -1072066 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1072266.625000 Penalty: 4629.080566
	Iteration 12Q: 3 clusters Score -1072267 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1072426.125000 Penalty: 4629.080566
	Iteration 13Q: 3 clusters Score -1072426 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1072579.875000 Penalty: 4629.080566
	Iteration 14Q: 3 clusters Score -1072580 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1072704.375000 Penalty: 4629.080566
	Iteration 15Q: 3 clusters Score -1072704 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1072801.500000 Penalty: 4629.080566
	Iteration 16Q: 3 clusters Score -1072802 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1072869.750000 Penalty: 4629.080566
	Iteration 17Q: 3 clusters Score -1072870 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1072938.875000 Penalty: 4629.080566
	Iteration 18Q: 3 clusters Score -1072939 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1073032.500000 Penalty: 4629.080566
	Iteration 19Q: 3 clusters Score -1073032 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1073142.500000 Penalty: 4629.080566
	Iteration 20F: 3 clusters Score -1073142 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1073272.625000 Penalty: 4629.080566
	Iteration 21Q: 3 clusters Score -1073273 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1073403.750000 Penalty: 4629.080566
	Iteration 22Q: 3 clusters Score -1073404 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1073552.500000 Penalty: 4629.080566
	Iteration 23Q: 3 clusters Score -1073552 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1073715.625000 Penalty: 4629.080566
	Iteration 24Q: 3 clusters Score -1073716 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1073853.625000 Penalty: 4629.080566
	Iteration 25Q: 3 clusters Score -1073854 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1073974.000000 Penalty: 4629.080566
	Iteration 26Q: 3 clusters Score -1073974 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1074078.625000 Penalty: 4629.080566
	Iteration 27Q: 3 clusters Score -1074079 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1074153.125000 Penalty: 4629.080566
	Iteration 28Q: 3 clusters Score -1074153 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1074208.250000 Penalty: 4629.080566
	Iteration 29Q: 3 clusters Score -1074208 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1074258.000000 Penalty: 4629.080566
	Iteration 30Q: 3 clusters Score -1074258 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1074307.625000 Penalty: 4629.080566
	Iteration 31Q: 3 clusters Score -1074308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1074331.375000 Penalty: 4629.080566
	Iteration 32Q: 3 clusters Score -1074331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1074344.250000 Penalty: 4629.080566
	Iteration 33Q: 3 clusters Score -1074344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1074361.375000 Penalty: 4629.080566
	Iteration 34Q: 3 clusters Score -1074361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1074362.375000 Penalty: 4629.080566
	Iteration 35Q: 3 clusters Score -1074362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1074365.375000 Penalty: 4629.080566
	Iteration 36Q: 3 clusters Score -1074365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1074367.625000 Penalty: 4629.080566
	Iteration 37Q: 3 clusters Score -1074368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1074369.125000 Penalty: 4629.080566
	Iteration 38Q: 3 clusters Score -1074369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1074368.500000 Penalty: 4629.080566
	Iteration 39Q: 3 clusters Score -1074368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1074368.500000 Penalty: 4629.080566
	Iteration 40F: 3 clusters Score -1074368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1074370.750000 Penalty: 4629.080566
	Iteration 41Q: 3 clusters Score -1074371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1074375.000000 Penalty: 4629.080566
	Iteration 42Q: 3 clusters Score -1074375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1074375.250000 Penalty: 4629.080566
	Iteration 43Q: 3 clusters Score -1074375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1074377.500000 Penalty: 4629.080566
	Iteration 44Q: 3 clusters Score -1074378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1074378.875000 Penalty: 4629.080566
	Iteration 45Q: 3 clusters Score -1074379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1074382.625000 Penalty: 4629.080566
	Iteration 46Q: 3 clusters Score -1074383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1074384.750000 Penalty: 4629.080566
	Iteration 47Q: 3 clusters Score -1074385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1074385.625000 Penalty: 4629.080566
	Iteration 48Q: 3 clusters Score -1074386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1074384.000000 Penalty: 4629.080566
	Iteration 49Q: 3 clusters Score -1074384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1074384.000000 Penalty: 4629.080566
	Iteration 50F: 3 clusters Score -1074384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (228895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228895 members 
Entering Unmasked Estep 
Score: -22531090.000000 Penalty: 3060.572754
	Iteration 0F: 2 clusters Score -2.253109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114706 members 
Mstep: Class 2 contains 114189 members 
Entering Unmasked Estep 
Score: -22378390.000000 Penalty: 6121.145508
	Iteration 0F: 3 clusters Score -2.237839e+07 nChanged 110312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120624 members 
Mstep: Class 2 contains 108271 members 
Entering Unmasked Estep 
Score: -22442534.000000 Penalty: 6121.145508
	Iteration 1F: 3 clusters Score -2.244253e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124545 members 
Mstep: Class 2 contains 104350 members 
Entering Unmasked Estep 
Score: -22444004.000000 Penalty: 6121.145508
	Iteration 2Q: 3 clusters Score -2.2444e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130637 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -22446150.000000 Penalty: 6121.145508
	Iteration 3Q: 3 clusters Score -2.244615e+07 nChanged 10452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140103 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -22450728.000000 Penalty: 6121.145508
	Iteration 4Q: 3 clusters Score -2.245073e+07 nChanged 14665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154112 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
Score: -22459390.000000 Penalty: 6121.145508
	Iteration 5F: 3 clusters Score -2.245939e+07 nChanged 19003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172771 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -22474396.000000 Penalty: 6121.145508
	Iteration 6F: 3 clusters Score -2.24744e+07 nChanged 20774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193383 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -22493774.000000 Penalty: 6121.145508
	Iteration 7F: 3 clusters Score -2.249377e+07 nChanged 17246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210585 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -22511034.000000 Penalty: 6121.145508
	Iteration 8F: 3 clusters Score -2.251103e+07 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221137 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -22521312.000000 Penalty: 6121.145508
	Iteration 9Q: 3 clusters Score -2.252131e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226000 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -22526094.000000 Penalty: 6121.145508
	Iteration 10Q: 3 clusters Score -2.252609e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227783 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -22527694.000000 Penalty: 6121.145508
	Iteration 11Q: 3 clusters Score -2.252769e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228281 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -22528096.000000 Penalty: 6121.145508
	Iteration 12Q: 3 clusters Score -2.25281e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228431 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -22528256.000000 Penalty: 6121.145508
	Iteration 13Q: 3 clusters Score -2.252826e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228479 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -22528346.000000 Penalty: 6121.145508
	Iteration 14Q: 3 clusters Score -2.252835e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228501 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22528402.000000 Penalty: 6121.145508
	Iteration 15Q: 3 clusters Score -2.25284e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228516 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -22528438.000000 Penalty: 6121.145508
	Iteration 16Q: 3 clusters Score -2.252844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228520 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -22528458.000000 Penalty: 6121.145508
	Iteration 17Q: 3 clusters Score -2.252846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228518 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -22528454.000000 Penalty: 6121.145508
	Iteration 18Q: 3 clusters Score -2.252845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228522 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -22528470.000000 Penalty: 6121.145508
	Iteration 19Q: 3 clusters Score -2.252847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228527 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -22528466.000000 Penalty: 6121.145508
	Iteration 20F: 3 clusters Score -2.252847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228527 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -22528466.000000 Penalty: 6121.145508
	Iteration 21Q: 3 clusters Score -2.252847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228528 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -22528466.000000 Penalty: 6121.145508
	Iteration 22Q: 3 clusters Score -2.252847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228528 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -22528462.000000 Penalty: 6121.145508
	Iteration 23Q: 3 clusters Score -2.252846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228529 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -22528462.000000 Penalty: 6121.145508
	Iteration 24Q: 3 clusters Score -2.252846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228529 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -22528462.000000 Penalty: 6121.145508
	Iteration 25F: 3 clusters Score -2.252846e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Entering Unmasked Estep 
Score: -1236150.125000 Penalty: 2351.433838
	Iteration 0F: 2 clusters Score -1236150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1226478.125000 Penalty: 4702.867676
	Iteration 0F: 3 clusters Score -1226478 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1229478.125000 Penalty: 4702.867676
	Iteration 1F: 3 clusters Score -1229478 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1229853.875000 Penalty: 4702.867676
	Iteration 2F: 3 clusters Score -1229854 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1230162.625000 Penalty: 4702.867676
	Iteration 3Q: 3 clusters Score -1230163 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1230525.000000 Penalty: 4702.867676
	Iteration 4Q: 3 clusters Score -1230525 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1231064.375000 Penalty: 4702.867676
	Iteration 5F: 3 clusters Score -1231064 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1231780.625000 Penalty: 4702.867676
	Iteration 6F: 3 clusters Score -1231781 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1232598.500000 Penalty: 4702.867676
	Iteration 7F: 3 clusters Score -1232598 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1233231.125000 Penalty: 4702.867676
	Iteration 8F: 3 clusters Score -1233231 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1233718.250000 Penalty: 4702.867676
	Iteration 9F: 3 clusters Score -1233718 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1234064.625000 Penalty: 4702.867676
	Iteration 10Q: 3 clusters Score -1234065 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1234287.125000 Penalty: 4702.867676
	Iteration 11Q: 3 clusters Score -1234287 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1234446.750000 Penalty: 4702.867676
	Iteration 12Q: 3 clusters Score -1234447 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1234596.750000 Penalty: 4702.867676
	Iteration 13Q: 3 clusters Score -1234597 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1234727.500000 Penalty: 4702.867676
	Iteration 14Q: 3 clusters Score -1234728 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1234838.250000 Penalty: 4702.867676
	Iteration 15Q: 3 clusters Score -1234838 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1234930.000000 Penalty: 4702.867676
	Iteration 16Q: 3 clusters Score -1234930 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1235003.125000 Penalty: 4702.867676
	Iteration 17Q: 3 clusters Score -1235003 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1235070.000000 Penalty: 4702.867676
	Iteration 18Q: 3 clusters Score -1235070 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1235137.125000 Penalty: 4702.867676
	Iteration 19Q: 3 clusters Score -1235137 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1235189.000000 Penalty: 4702.867676
	Iteration 20F: 3 clusters Score -1235189 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1235250.250000 Penalty: 4702.867676
	Iteration 21Q: 3 clusters Score -1235250 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1235299.625000 Penalty: 4702.867676
	Iteration 22Q: 3 clusters Score -1235300 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1235331.750000 Penalty: 4702.867676
	Iteration 23Q: 3 clusters Score -1235332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1235359.250000 Penalty: 4702.867676
	Iteration 24Q: 3 clusters Score -1235359 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1235379.500000 Penalty: 4702.867676
	Iteration 25Q: 3 clusters Score -1235380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1235390.375000 Penalty: 4702.867676
	Iteration 26Q: 3 clusters Score -1235390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1235405.375000 Penalty: 4702.867676
	Iteration 27Q: 3 clusters Score -1235405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1235414.875000 Penalty: 4702.867676
	Iteration 28Q: 3 clusters Score -1235415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1235423.750000 Penalty: 4702.867676
	Iteration 29Q: 3 clusters Score -1235424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1235436.875000 Penalty: 4702.867676
	Iteration 30Q: 3 clusters Score -1235437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1235443.500000 Penalty: 4702.867676
	Iteration 31Q: 3 clusters Score -1235444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1235449.000000 Penalty: 4702.867676
	Iteration 32Q: 3 clusters Score -1235449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1235455.000000 Penalty: 4702.867676
	Iteration 33Q: 3 clusters Score -1235455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1235462.000000 Penalty: 4702.867676
	Iteration 34Q: 3 clusters Score -1235462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1235466.000000 Penalty: 4702.867676
	Iteration 35Q: 3 clusters Score -1235466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1235470.625000 Penalty: 4702.867676
	Iteration 36Q: 3 clusters Score -1235471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1235473.875000 Penalty: 4702.867676
	Iteration 37Q: 3 clusters Score -1235474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1235475.000000 Penalty: 4702.867676
	Iteration 38Q: 3 clusters Score -1235475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1235479.500000 Penalty: 4702.867676
	Iteration 39Q: 3 clusters Score -1235480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1235481.000000 Penalty: 4702.867676
	Iteration 40F: 3 clusters Score -1235481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1235486.500000 Penalty: 4702.867676
	Iteration 41Q: 3 clusters Score -1235486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1235492.125000 Penalty: 4702.867676
	Iteration 42Q: 3 clusters Score -1235492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1235494.500000 Penalty: 4702.867676
	Iteration 43Q: 3 clusters Score -1235494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1235497.875000 Penalty: 4702.867676
	Iteration 44Q: 3 clusters Score -1235498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1235499.625000 Penalty: 4702.867676
	Iteration 45Q: 3 clusters Score -1235500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1235505.250000 Penalty: 4702.867676
	Iteration 46Q: 3 clusters Score -1235505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1235504.125000 Penalty: 4702.867676
	Iteration 47Q: 3 clusters Score -1235504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1235513.500000 Penalty: 4702.867676
	Iteration 48Q: 3 clusters Score -1235514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1235522.750000 Penalty: 4702.867676
	Iteration 49Q: 3 clusters Score -1235523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1235527.250000 Penalty: 4702.867676
	Iteration 50Q: 3 clusters Score -1235527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1235535.000000 Penalty: 4702.867676
	Iteration 51Q: 3 clusters Score -1235535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1235535.250000 Penalty: 4702.867676
	Iteration 52Q: 3 clusters Score -1235535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1235538.125000 Penalty: 4702.867676
	Iteration 53Q: 3 clusters Score -1235538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1235541.750000 Penalty: 4702.867676
	Iteration 54Q: 3 clusters Score -1235542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1235543.750000 Penalty: 4702.867676
	Iteration 55Q: 3 clusters Score -1235544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1235548.000000 Penalty: 4702.867676
	Iteration 56Q: 3 clusters Score -1235548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1235548.125000 Penalty: 4702.867676
	Iteration 57Q: 3 clusters Score -1235548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1235547.875000 Penalty: 4702.867676
	Iteration 58Q: 3 clusters Score -1235548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1235551.000000 Penalty: 4702.867676
	Iteration 59Q: 3 clusters Score -1235551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1235552.375000 Penalty: 4702.867676
	Iteration 60F: 3 clusters Score -1235552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1235550.625000 Penalty: 4702.867676
	Iteration 61Q: 3 clusters Score -1235551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1235551.000000 Penalty: 4702.867676
	Iteration 62Q: 3 clusters Score -1235551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1235551.000000 Penalty: 4702.867676
	Iteration 63F: 3 clusters Score -1235551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Entering Unmasked Estep 
Score: -6206234.000000 Penalty: 2744.134521
	Iteration 0F: 2 clusters Score -6206234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -6163162.000000 Penalty: 5488.269043
	Iteration 0F: 3 clusters Score -6163162 nChanged 29947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -6180122.000000 Penalty: 5488.269043
	Iteration 1F: 3 clusters Score -6180122 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -6180831.000000 Penalty: 5488.269043
	Iteration 2Q: 3 clusters Score -6180831 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -6181701.000000 Penalty: 5488.269043
	Iteration 3Q: 3 clusters Score -6181701 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -6182952.000000 Penalty: 5488.269043
	Iteration 4Q: 3 clusters Score -6182952 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -6184547.500000 Penalty: 5488.269043
	Iteration 5Q: 3 clusters Score -6184548 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -6186802.000000 Penalty: 5488.269043
	Iteration 6F: 3 clusters Score -6186802 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -6189492.500000 Penalty: 5488.269043
	Iteration 7F: 3 clusters Score -6189492 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -6192654.000000 Penalty: 5488.269043
	Iteration 8F: 3 clusters Score -6192654 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -6195856.500000 Penalty: 5488.269043
	Iteration 9F: 3 clusters Score -6195856 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -6198606.500000 Penalty: 5488.269043
	Iteration 10Q: 3 clusters Score -6198606 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -6200744.500000 Penalty: 5488.269043
	Iteration 11Q: 3 clusters Score -6200744 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -6202198.500000 Penalty: 5488.269043
	Iteration 12Q: 3 clusters Score -6202198 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -6202976.500000 Penalty: 5488.269043
	Iteration 13Q: 3 clusters Score -6202976 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 57890 members 
Entering Unmasked Estep 
Score: -6203440.000000 Penalty: 5488.269043
	Iteration 14Q: 3 clusters Score -6203440 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -6203783.500000 Penalty: 5488.269043
	Iteration 15Q: 3 clusters Score -6203784 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -6204048.500000 Penalty: 5488.269043
	Iteration 16Q: 3 clusters Score -6204048 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 58936 members 
Entering Unmasked Estep 
Score: -6204222.500000 Penalty: 5488.269043
	Iteration 17Q: 3 clusters Score -6204222 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -6204318.500000 Penalty: 5488.269043
	Iteration 18Q: 3 clusters Score -6204318 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -6204403.500000 Penalty: 5488.269043
	Iteration 19Q: 3 clusters Score -6204404 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -6204462.500000 Penalty: 5488.269043
	Iteration 20F: 3 clusters Score -6204462 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -6204516.500000 Penalty: 5488.269043
	Iteration 21Q: 3 clusters Score -6204516 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 59791 members 
Entering Unmasked Estep 
Score: -6204541.000000 Penalty: 5488.269043
	Iteration 22Q: 3 clusters Score -6204541 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 59894 members 
Entering Unmasked Estep 
Score: -6204558.500000 Penalty: 5488.269043
	Iteration 23Q: 3 clusters Score -6204558 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -6204586.000000 Penalty: 5488.269043
	Iteration 24Q: 3 clusters Score -6204586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -6204592.500000 Penalty: 5488.269043
	Iteration 25Q: 3 clusters Score -6204592 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 60094 members 
Entering Unmasked Estep 
Score: -6204603.000000 Penalty: 5488.269043
	Iteration 26Q: 3 clusters Score -6204603 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -6204626.500000 Penalty: 5488.269043
	Iteration 27Q: 3 clusters Score -6204626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -6204626.500000 Penalty: 5488.269043
	Iteration 28Q: 3 clusters Score -6204626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -6204632.500000 Penalty: 5488.269043
	Iteration 29Q: 3 clusters Score -6204632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -6204637.000000 Penalty: 5488.269043
	Iteration 30Q: 3 clusters Score -6204637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -6204641.000000 Penalty: 5488.269043
	Iteration 31Q: 3 clusters Score -6204641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -6204644.500000 Penalty: 5488.269043
	Iteration 32Q: 3 clusters Score -6204644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 60310 members 
Entering Unmasked Estep 
Score: -6204644.500000 Penalty: 5488.269043
	Iteration 33Q: 3 clusters Score -6204644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
Score: -6204643.000000 Penalty: 5488.269043
	Iteration 34Q: 3 clusters Score -6204643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -6204640.000000 Penalty: 5488.269043
	Iteration 35Q: 3 clusters Score -6204640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -6204650.500000 Penalty: 5488.269043
	Iteration 36Q: 3 clusters Score -6204650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -6204647.500000 Penalty: 5488.269043
	Iteration 37Q: 3 clusters Score -6204648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -6204659.000000 Penalty: 5488.269043
	Iteration 38Q: 3 clusters Score -6204659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 60388 members 
Entering Unmasked Estep 
Score: -6204655.000000 Penalty: 5488.269043
	Iteration 39Q: 3 clusters Score -6204655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 60400 members 
Entering Unmasked Estep 
Score: -6204650.000000 Penalty: 5488.269043
	Iteration 40F: 3 clusters Score -6204650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -6204649.000000 Penalty: 5488.269043
	Iteration 41Q: 3 clusters Score -6204649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -6204650.000000 Penalty: 5488.269043
	Iteration 42Q: 3 clusters Score -6204650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -6204647.000000 Penalty: 5488.269043
	Iteration 43Q: 3 clusters Score -6204647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -6204644.500000 Penalty: 5488.269043
	Iteration 44Q: 3 clusters Score -6204644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -6204652.000000 Penalty: 5488.269043
	Iteration 45Q: 3 clusters Score -6204652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -6204649.000000 Penalty: 5488.269043
	Iteration 46Q: 3 clusters Score -6204649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -6204645.500000 Penalty: 5488.269043
	Iteration 47Q: 3 clusters Score -6204646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -6204646.500000 Penalty: 5488.269043
	Iteration 48Q: 3 clusters Score -6204646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
Score: -6204648.500000 Penalty: 5488.269043
	Iteration 49Q: 3 clusters Score -6204648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 60477 members 
Entering Unmasked Estep 
Score: -6204649.500000 Penalty: 5488.269043
	Iteration 50Q: 3 clusters Score -6204650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -6204650.000000 Penalty: 5488.269043
	Iteration 51Q: 3 clusters Score -6204650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -6204645.500000 Penalty: 5488.269043
	Iteration 52Q: 3 clusters Score -6204646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
Score: -6204643.500000 Penalty: 5488.269043
	Iteration 53Q: 3 clusters Score -6204644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -6204647.000000 Penalty: 5488.269043
	Iteration 54Q: 3 clusters Score -6204647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -6204643.500000 Penalty: 5488.269043
	Iteration 55Q: 3 clusters Score -6204644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -6204644.000000 Penalty: 5488.269043
	Iteration 56Q: 3 clusters Score -6204644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -6204649.000000 Penalty: 5488.269043
	Iteration 57Q: 3 clusters Score -6204649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -6204646.500000 Penalty: 5488.269043
	Iteration 58Q: 3 clusters Score -6204646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -6204649.500000 Penalty: 5488.269043
	Iteration 59Q: 3 clusters Score -6204650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 60504 members 
Entering Unmasked Estep 
Score: -6204653.000000 Penalty: 5488.269043
	Iteration 60F: 3 clusters Score -6204653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -6204653.500000 Penalty: 5488.269043
	Iteration 61Q: 3 clusters Score -6204654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -6204657.500000 Penalty: 5488.269043
	Iteration 62Q: 3 clusters Score -6204658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -6204656.000000 Penalty: 5488.269043
	Iteration 63Q: 3 clusters Score -6204656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -6204665.500000 Penalty: 5488.269043
	Iteration 64Q: 3 clusters Score -6204666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -6204652.000000 Penalty: 5488.269043
	Iteration 65Q: 3 clusters Score -6204652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -6204662.000000 Penalty: 5488.269043
	Iteration 66Q: 3 clusters Score -6204662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -6204665.000000 Penalty: 5488.269043
	Iteration 67Q: 3 clusters Score -6204665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -6204666.000000 Penalty: 5488.269043
	Iteration 68Q: 3 clusters Score -6204666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -6204667.500000 Penalty: 5488.269043
	Iteration 69Q: 3 clusters Score -6204668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -6204664.000000 Penalty: 5488.269043
	Iteration 70Q: 3 clusters Score -6204664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 60576 members 
Entering Unmasked Estep 
Score: -6204661.000000 Penalty: 5488.269043
	Iteration 71Q: 3 clusters Score -6204661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -6204661.000000 Penalty: 5488.269043
	Iteration 72Q: 3 clusters Score -6204661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -6204660.500000 Penalty: 5488.269043
	Iteration 73Q: 3 clusters Score -6204660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -6204668.500000 Penalty: 5488.269043
	Iteration 74Q: 3 clusters Score -6204668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -6204669.500000 Penalty: 5488.269043
	Iteration 75Q: 3 clusters Score -6204670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -6204667.500000 Penalty: 5488.269043
	Iteration 76Q: 3 clusters Score -6204668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -6204673.500000 Penalty: 5488.269043
	Iteration 77Q: 3 clusters Score -6204674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -6204670.500000 Penalty: 5488.269043
	Iteration 78Q: 3 clusters Score -6204670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -6204667.500000 Penalty: 5488.269043
	Iteration 79Q: 3 clusters Score -6204668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -6204666.000000 Penalty: 5488.269043
	Iteration 80F: 3 clusters Score -6204666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Entering Unmasked Estep 
Score: -1067546.375000 Penalty: 2316.898438
	Iteration 0F: 2 clusters Score -1067546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1058946.125000 Penalty: 4633.796875
	Iteration 0F: 3 clusters Score -1058946 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1061544.875000 Penalty: 4633.796875
	Iteration 1F: 3 clusters Score -1061545 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1061867.250000 Penalty: 4633.796875
	Iteration 2F: 3 clusters Score -1061867 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1062123.875000 Penalty: 4633.796875
	Iteration 3Q: 3 clusters Score -1062124 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1062391.500000 Penalty: 4633.796875
	Iteration 4Q: 3 clusters Score -1062392 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1062689.000000 Penalty: 4633.796875
	Iteration 5Q: 3 clusters Score -1062689 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1063034.625000 Penalty: 4633.796875
	Iteration 6Q: 3 clusters Score -1063035 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1063389.500000 Penalty: 4633.796875
	Iteration 7Q: 3 clusters Score -1063390 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1063753.250000 Penalty: 4633.796875
	Iteration 8Q: 3 clusters Score -1063753 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1064164.500000 Penalty: 4633.796875
	Iteration 9Q: 3 clusters Score -1064164 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1064545.750000 Penalty: 4633.796875
	Iteration 10Q: 3 clusters Score -1064546 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1064885.375000 Penalty: 4633.796875
	Iteration 11Q: 3 clusters Score -1064885 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1065156.500000 Penalty: 4633.796875
	Iteration 12Q: 3 clusters Score -1065156 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1065380.750000 Penalty: 4633.796875
	Iteration 13Q: 3 clusters Score -1065381 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1065577.000000 Penalty: 4633.796875
	Iteration 14Q: 3 clusters Score -1065577 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1065700.875000 Penalty: 4633.796875
	Iteration 15Q: 3 clusters Score -1065701 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1065762.750000 Penalty: 4633.796875
	Iteration 16Q: 3 clusters Score -1065763 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1065810.750000 Penalty: 4633.796875
	Iteration 17Q: 3 clusters Score -1065811 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1065839.000000 Penalty: 4633.796875
	Iteration 18Q: 3 clusters Score -1065839 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1065861.625000 Penalty: 4633.796875
	Iteration 19Q: 3 clusters Score -1065862 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1065886.000000 Penalty: 4633.796875
	Iteration 20F: 3 clusters Score -1065886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1065896.750000 Penalty: 4633.796875
	Iteration 21Q: 3 clusters Score -1065897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1065911.125000 Penalty: 4633.796875
	Iteration 22Q: 3 clusters Score -1065911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1065916.750000 Penalty: 4633.796875
	Iteration 23Q: 3 clusters Score -1065917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1065919.875000 Penalty: 4633.796875
	Iteration 24Q: 3 clusters Score -1065920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1065922.375000 Penalty: 4633.796875
	Iteration 25Q: 3 clusters Score -1065922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1065923.625000 Penalty: 4633.796875
	Iteration 26Q: 3 clusters Score -1065924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1065924.875000 Penalty: 4633.796875
	Iteration 27Q: 3 clusters Score -1065925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1065930.000000 Penalty: 4633.796875
	Iteration 28Q: 3 clusters Score -1065930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1065934.875000 Penalty: 4633.796875
	Iteration 29Q: 3 clusters Score -1065935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1065936.500000 Penalty: 4633.796875
	Iteration 30Q: 3 clusters Score -1065936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1065944.750000 Penalty: 4633.796875
	Iteration 31Q: 3 clusters Score -1065945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1065949.250000 Penalty: 4633.796875
	Iteration 32Q: 3 clusters Score -1065949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1065951.250000 Penalty: 4633.796875
	Iteration 33Q: 3 clusters Score -1065951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1065951.375000 Penalty: 4633.796875
	Iteration 34Q: 3 clusters Score -1065951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1065957.375000 Penalty: 4633.796875
	Iteration 35Q: 3 clusters Score -1065957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1065960.875000 Penalty: 4633.796875
	Iteration 36Q: 3 clusters Score -1065961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1065964.750000 Penalty: 4633.796875
	Iteration 37Q: 3 clusters Score -1065965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1065965.125000 Penalty: 4633.796875
	Iteration 38Q: 3 clusters Score -1065965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1065966.500000 Penalty: 4633.796875
	Iteration 39Q: 3 clusters Score -1065966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1065970.125000 Penalty: 4633.796875
	Iteration 40F: 3 clusters Score -1065970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1065973.500000 Penalty: 4633.796875
	Iteration 41Q: 3 clusters Score -1065974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1065971.750000 Penalty: 4633.796875
	Iteration 42Q: 3 clusters Score -1065972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1065976.375000 Penalty: 4633.796875
	Iteration 43Q: 3 clusters Score -1065976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1065979.000000 Penalty: 4633.796875
	Iteration 44Q: 3 clusters Score -1065979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1065982.625000 Penalty: 4633.796875
	Iteration 45Q: 3 clusters Score -1065983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1065990.500000 Penalty: 4633.796875
	Iteration 46Q: 3 clusters Score -1065990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1065994.875000 Penalty: 4633.796875
	Iteration 47Q: 3 clusters Score -1065995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1065995.375000 Penalty: 4633.796875
	Iteration 48Q: 3 clusters Score -1065995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1066000.500000 Penalty: 4633.796875
	Iteration 49Q: 3 clusters Score -1066000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1066006.125000 Penalty: 4633.796875
	Iteration 50Q: 3 clusters Score -1066006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1066013.750000 Penalty: 4633.796875
	Iteration 51Q: 3 clusters Score -1066014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1066021.875000 Penalty: 4633.796875
	Iteration 52Q: 3 clusters Score -1066022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1066028.000000 Penalty: 4633.796875
	Iteration 53Q: 3 clusters Score -1066028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1066035.000000 Penalty: 4633.796875
	Iteration 54Q: 3 clusters Score -1066035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1066044.500000 Penalty: 4633.796875
	Iteration 55Q: 3 clusters Score -1066044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1066051.875000 Penalty: 4633.796875
	Iteration 56Q: 3 clusters Score -1066052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1066057.125000 Penalty: 4633.796875
	Iteration 57Q: 3 clusters Score -1066057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1066060.375000 Penalty: 4633.796875
	Iteration 58Q: 3 clusters Score -1066060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1066063.750000 Penalty: 4633.796875
	Iteration 59Q: 3 clusters Score -1066064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1066065.500000 Penalty: 4633.796875
	Iteration 60F: 3 clusters Score -1066066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1066066.875000 Penalty: 4633.796875
	Iteration 61Q: 3 clusters Score -1066067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1066068.250000 Penalty: 4633.796875
	Iteration 62Q: 3 clusters Score -1066068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1066069.000000 Penalty: 4633.796875
	Iteration 63Q: 3 clusters Score -1066069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1066071.000000 Penalty: 4633.796875
	Iteration 64Q: 3 clusters Score -1066071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1066072.125000 Penalty: 4633.796875
	Iteration 65Q: 3 clusters Score -1066072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1066070.750000 Penalty: 4633.796875
	Iteration 66Q: 3 clusters Score -1066071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1066075.500000 Penalty: 4633.796875
	Iteration 67Q: 3 clusters Score -1066076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1066082.000000 Penalty: 4633.796875
	Iteration 68Q: 3 clusters Score -1066082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1066083.250000 Penalty: 4633.796875
	Iteration 69Q: 3 clusters Score -1066083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1066087.625000 Penalty: 4633.796875
	Iteration 70Q: 3 clusters Score -1066088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1066090.625000 Penalty: 4633.796875
	Iteration 71Q: 3 clusters Score -1066091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1066089.875000 Penalty: 4633.796875
	Iteration 72Q: 3 clusters Score -1066090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1066096.125000 Penalty: 4633.796875
	Iteration 73Q: 3 clusters Score -1066096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1066096.250000 Penalty: 4633.796875
	Iteration 74Q: 3 clusters Score -1066096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1066097.375000 Penalty: 4633.796875
	Iteration 75Q: 3 clusters Score -1066097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1066098.750000 Penalty: 4633.796875
	Iteration 76Q: 3 clusters Score -1066099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1066099.750000 Penalty: 4633.796875
	Iteration 77Q: 3 clusters Score -1066100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1066098.875000 Penalty: 4633.796875
	Iteration 78Q: 3 clusters Score -1066099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1066100.000000 Penalty: 4633.796875
	Iteration 79Q: 3 clusters Score -1066100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1066102.500000 Penalty: 4633.796875
	Iteration 80F: 3 clusters Score -1066102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1066101.000000 Penalty: 4633.796875
	Iteration 81Q: 3 clusters Score -1066101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1066101.000000 Penalty: 4633.796875
	Iteration 82F: 3 clusters Score -1066101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Entering Unmasked Estep 
Score: -662007.187500 Penalty: 2200.307373
	Iteration 0F: 2 clusters Score -662007.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -656107.875000 Penalty: 4400.614746
	Iteration 0F: 3 clusters Score -656107.9 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -657713.062500 Penalty: 4400.614746
	Iteration 1F: 3 clusters Score -657713.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -657976.375000 Penalty: 4400.614746
	Iteration 2F: 3 clusters Score -657976.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -658141.312500 Penalty: 4400.614746
	Iteration 3Q: 3 clusters Score -658141.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -658271.750000 Penalty: 4400.614746
	Iteration 4Q: 3 clusters Score -658271.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -658374.125000 Penalty: 4400.614746
	Iteration 5Q: 3 clusters Score -658374.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -658468.562500 Penalty: 4400.614746
	Iteration 6Q: 3 clusters Score -658468.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -658574.187500 Penalty: 4400.614746
	Iteration 7Q: 3 clusters Score -658574.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -658717.625000 Penalty: 4400.614746
	Iteration 8Q: 3 clusters Score -658717.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -658882.125000 Penalty: 4400.614746
	Iteration 9Q: 3 clusters Score -658882.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -659100.562500 Penalty: 4400.614746
	Iteration 10Q: 3 clusters Score -659100.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -659395.750000 Penalty: 4400.614746
	Iteration 11Q: 3 clusters Score -659395.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -659643.937500 Penalty: 4400.614746
	Iteration 12Q: 3 clusters Score -659643.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -659906.687500 Penalty: 4400.614746
	Iteration 13Q: 3 clusters Score -659906.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -660178.375000 Penalty: 4400.614746
	Iteration 14Q: 3 clusters Score -660178.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -660422.375000 Penalty: 4400.614746
	Iteration 15Q: 3 clusters Score -660422.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -660579.687500 Penalty: 4400.614746
	Iteration 16Q: 3 clusters Score -660579.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -660673.875000 Penalty: 4400.614746
	Iteration 17Q: 3 clusters Score -660673.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -660733.062500 Penalty: 4400.614746
	Iteration 18Q: 3 clusters Score -660733.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -660775.750000 Penalty: 4400.614746
	Iteration 19Q: 3 clusters Score -660775.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -660812.500000 Penalty: 4400.614746
	Iteration 20F: 3 clusters Score -660812.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -660831.125000 Penalty: 4400.614746
	Iteration 21Q: 3 clusters Score -660831.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -660842.125000 Penalty: 4400.614746
	Iteration 22Q: 3 clusters Score -660842.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -660851.312500 Penalty: 4400.614746
	Iteration 23Q: 3 clusters Score -660851.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -660858.750000 Penalty: 4400.614746
	Iteration 24Q: 3 clusters Score -660858.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -660866.375000 Penalty: 4400.614746
	Iteration 25Q: 3 clusters Score -660866.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -660872.875000 Penalty: 4400.614746
	Iteration 26Q: 3 clusters Score -660872.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -660877.875000 Penalty: 4400.614746
	Iteration 27Q: 3 clusters Score -660877.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -660879.750000 Penalty: 4400.614746
	Iteration 28Q: 3 clusters Score -660879.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -660885.625000 Penalty: 4400.614746
	Iteration 29Q: 3 clusters Score -660885.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -660887.875000 Penalty: 4400.614746
	Iteration 30Q: 3 clusters Score -660887.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -660891.000000 Penalty: 4400.614746
	Iteration 31Q: 3 clusters Score -660891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -660889.500000 Penalty: 4400.614746
	Iteration 32Q: 3 clusters Score -660889.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -660890.375000 Penalty: 4400.614746
	Iteration 33Q: 3 clusters Score -660890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -660890.375000 Penalty: 4400.614746
	Iteration 34F: 3 clusters Score -660890.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Entering Unmasked Estep 
Score: -646620.562500 Penalty: 2194.287842
	Iteration 0F: 2 clusters Score -646620.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -640912.875000 Penalty: 4388.575684
	Iteration 0F: 3 clusters Score -640912.9 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -642623.812500 Penalty: 4388.575684
	Iteration 1F: 3 clusters Score -642623.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -643065.312500 Penalty: 4388.575684
	Iteration 2F: 3 clusters Score -643065.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -643476.125000 Penalty: 4388.575684
	Iteration 3F: 3 clusters Score -643476.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -643835.250000 Penalty: 4388.575684
	Iteration 4F: 3 clusters Score -643835.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -644186.562500 Penalty: 4388.575684
	Iteration 5F: 3 clusters Score -644186.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -644533.125000 Penalty: 4388.575684
	Iteration 6F: 3 clusters Score -644533.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -644881.500000 Penalty: 4388.575684
	Iteration 7F: 3 clusters Score -644881.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -645188.562500 Penalty: 4388.575684
	Iteration 8Q: 3 clusters Score -645188.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -645375.437500 Penalty: 4388.575684
	Iteration 9Q: 3 clusters Score -645375.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -645483.687500 Penalty: 4388.575684
	Iteration 10Q: 3 clusters Score -645483.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -645542.937500 Penalty: 4388.575684
	Iteration 11Q: 3 clusters Score -645542.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -645573.625000 Penalty: 4388.575684
	Iteration 12Q: 3 clusters Score -645573.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -645591.312500 Penalty: 4388.575684
	Iteration 13Q: 3 clusters Score -645591.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -645599.312500 Penalty: 4388.575684
	Iteration 14Q: 3 clusters Score -645599.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -645611.437500 Penalty: 4388.575684
	Iteration 15Q: 3 clusters Score -645611.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -645621.125000 Penalty: 4388.575684
	Iteration 16Q: 3 clusters Score -645621.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -645632.625000 Penalty: 4388.575684
	Iteration 17Q: 3 clusters Score -645632.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -645642.562500 Penalty: 4388.575684
	Iteration 18Q: 3 clusters Score -645642.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -645647.812500 Penalty: 4388.575684
	Iteration 19Q: 3 clusters Score -645647.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -645651.875000 Penalty: 4388.575684
	Iteration 20F: 3 clusters Score -645651.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -645656.687500 Penalty: 4388.575684
	Iteration 21Q: 3 clusters Score -645656.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -645658.687500 Penalty: 4388.575684
	Iteration 22Q: 3 clusters Score -645658.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -645660.187500 Penalty: 4388.575684
	Iteration 23Q: 3 clusters Score -645660.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -645662.437500 Penalty: 4388.575684
	Iteration 24Q: 3 clusters Score -645662.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -645664.250000 Penalty: 4388.575684
	Iteration 25Q: 3 clusters Score -645664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -645664.062500 Penalty: 4388.575684
	Iteration 26Q: 3 clusters Score -645664.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -645667.375000 Penalty: 4388.575684
	Iteration 27Q: 3 clusters Score -645667.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -645665.687500 Penalty: 4388.575684
	Iteration 28Q: 3 clusters Score -645665.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -645668.750000 Penalty: 4388.575684
	Iteration 29Q: 3 clusters Score -645668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -645668.437500 Penalty: 4388.575684
	Iteration 30Q: 3 clusters Score -645668.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -645668.750000 Penalty: 4388.575684
	Iteration 31Q: 3 clusters Score -645668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -645669.937500 Penalty: 4388.575684
	Iteration 32Q: 3 clusters Score -645669.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -645669.937500 Penalty: 4388.575684
	Iteration 33Q: 3 clusters Score -645669.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -645670.125000 Penalty: 4388.575684
	Iteration 34Q: 3 clusters Score -645670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -645669.562500 Penalty: 4388.575684
	Iteration 35Q: 3 clusters Score -645669.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -645670.750000 Penalty: 4388.575684
	Iteration 36Q: 3 clusters Score -645670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -645671.250000 Penalty: 4388.575684
	Iteration 37Q: 3 clusters Score -645671.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -645671.250000 Penalty: 4388.575684
	Iteration 38F: 3 clusters Score -645671.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Entering Unmasked Estep 
Score: -991985.312500 Penalty: 2297.724365
	Iteration 0F: 2 clusters Score -991985.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -983950.875000 Penalty: 4595.448730
	Iteration 0F: 3 clusters Score -983950.9 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -986336.125000 Penalty: 4595.448730
	Iteration 1F: 3 clusters Score -986336.1 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -986613.375000 Penalty: 4595.448730
	Iteration 2F: 3 clusters Score -986613.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -986785.187500 Penalty: 4595.448730
	Iteration 3Q: 3 clusters Score -986785.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -986906.000000 Penalty: 4595.448730
	Iteration 4Q: 3 clusters Score -986906 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -987015.062500 Penalty: 4595.448730
	Iteration 5Q: 3 clusters Score -987015.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -987102.812500 Penalty: 4595.448730
	Iteration 6Q: 3 clusters Score -987102.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -987192.125000 Penalty: 4595.448730
	Iteration 7Q: 3 clusters Score -987192.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -987300.687500 Penalty: 4595.448730
	Iteration 8Q: 3 clusters Score -987300.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -987425.437500 Penalty: 4595.448730
	Iteration 9Q: 3 clusters Score -987425.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -987566.125000 Penalty: 4595.448730
	Iteration 10Q: 3 clusters Score -987566.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -987747.562500 Penalty: 4595.448730
	Iteration 11Q: 3 clusters Score -987747.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -988029.437500 Penalty: 4595.448730
	Iteration 12Q: 3 clusters Score -988029.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -988427.687500 Penalty: 4595.448730
	Iteration 13Q: 3 clusters Score -988427.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -988880.562500 Penalty: 4595.448730
	Iteration 14Q: 3 clusters Score -988880.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -989288.000000 Penalty: 4595.448730
	Iteration 15Q: 3 clusters Score -989288 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -989605.750000 Penalty: 4595.448730
	Iteration 16Q: 3 clusters Score -989605.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -989845.125000 Penalty: 4595.448730
	Iteration 17Q: 3 clusters Score -989845.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -990022.500000 Penalty: 4595.448730
	Iteration 18Q: 3 clusters Score -990022.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -990202.437500 Penalty: 4595.448730
	Iteration 19Q: 3 clusters Score -990202.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -990359.812500 Penalty: 4595.448730
	Iteration 20F: 3 clusters Score -990359.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -990513.812500 Penalty: 4595.448730
	Iteration 21Q: 3 clusters Score -990513.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -990668.500000 Penalty: 4595.448730
	Iteration 22Q: 3 clusters Score -990668.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -990789.687500 Penalty: 4595.448730
	Iteration 23Q: 3 clusters Score -990789.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -990854.812500 Penalty: 4595.448730
	Iteration 24Q: 3 clusters Score -990854.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -990895.812500 Penalty: 4595.448730
	Iteration 25Q: 3 clusters Score -990895.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -990929.312500 Penalty: 4595.448730
	Iteration 26Q: 3 clusters Score -990929.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -990947.500000 Penalty: 4595.448730
	Iteration 27Q: 3 clusters Score -990947.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -990961.937500 Penalty: 4595.448730
	Iteration 28Q: 3 clusters Score -990961.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -990973.437500 Penalty: 4595.448730
	Iteration 29Q: 3 clusters Score -990973.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -990982.187500 Penalty: 4595.448730
	Iteration 30Q: 3 clusters Score -990982.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -990991.500000 Penalty: 4595.448730
	Iteration 31Q: 3 clusters Score -990991.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -990996.437500 Penalty: 4595.448730
	Iteration 32Q: 3 clusters Score -990996.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -991000.000000 Penalty: 4595.448730
	Iteration 33Q: 3 clusters Score -991000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -991006.375000 Penalty: 4595.448730
	Iteration 34Q: 3 clusters Score -991006.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -991010.750000 Penalty: 4595.448730
	Iteration 35Q: 3 clusters Score -991010.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -991011.875000 Penalty: 4595.448730
	Iteration 36Q: 3 clusters Score -991011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -991010.812500 Penalty: 4595.448730
	Iteration 37Q: 3 clusters Score -991010.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -991014.062500 Penalty: 4595.448730
	Iteration 38Q: 3 clusters Score -991014.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -991012.625000 Penalty: 4595.448730
	Iteration 39Q: 3 clusters Score -991012.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -991014.062500 Penalty: 4595.448730
	Iteration 40F: 3 clusters Score -991014.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -991013.437500 Penalty: 4595.448730
	Iteration 41Q: 3 clusters Score -991013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -991012.687500 Penalty: 4595.448730
	Iteration 42Q: 3 clusters Score -991012.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -991012.687500 Penalty: 4595.448730
	Iteration 43F: 3 clusters Score -991012.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Entering Unmasked Estep 
Score: -702206.625000 Penalty: 2240.806641
	Iteration 0F: 2 clusters Score -702206.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -695526.875000 Penalty: 4481.613281
	Iteration 0F: 3 clusters Score -695526.9 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -697621.812500 Penalty: 4481.613281
	Iteration 1F: 3 clusters Score -697621.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -698227.000000 Penalty: 4481.613281
	Iteration 2F: 3 clusters Score -698227 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -698755.250000 Penalty: 4481.613281
	Iteration 3F: 3 clusters Score -698755.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -699216.125000 Penalty: 4481.613281
	Iteration 4F: 3 clusters Score -699216.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -699572.000000 Penalty: 4481.613281
	Iteration 5F: 3 clusters Score -699572 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -699895.875000 Penalty: 4481.613281
	Iteration 6Q: 3 clusters Score -699895.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -700162.562500 Penalty: 4481.613281
	Iteration 7Q: 3 clusters Score -700162.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -700360.937500 Penalty: 4481.613281
	Iteration 8Q: 3 clusters Score -700360.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -700507.187500 Penalty: 4481.613281
	Iteration 9Q: 3 clusters Score -700507.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -700603.312500 Penalty: 4481.613281
	Iteration 10Q: 3 clusters Score -700603.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -700680.937500 Penalty: 4481.613281
	Iteration 11Q: 3 clusters Score -700680.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -700757.000000 Penalty: 4481.613281
	Iteration 12Q: 3 clusters Score -700757 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -700813.562500 Penalty: 4481.613281
	Iteration 13Q: 3 clusters Score -700813.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -700863.937500 Penalty: 4481.613281
	Iteration 14Q: 3 clusters Score -700863.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -700908.437500 Penalty: 4481.613281
	Iteration 15Q: 3 clusters Score -700908.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -700952.062500 Penalty: 4481.613281
	Iteration 16Q: 3 clusters Score -700952.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -700991.437500 Penalty: 4481.613281
	Iteration 17Q: 3 clusters Score -700991.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -701027.125000 Penalty: 4481.613281
	Iteration 18Q: 3 clusters Score -701027.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -701066.312500 Penalty: 4481.613281
	Iteration 19Q: 3 clusters Score -701066.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -701099.375000 Penalty: 4481.613281
	Iteration 20F: 3 clusters Score -701099.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -701132.687500 Penalty: 4481.613281
	Iteration 21Q: 3 clusters Score -701132.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -701154.062500 Penalty: 4481.613281
	Iteration 22Q: 3 clusters Score -701154.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -701170.687500 Penalty: 4481.613281
	Iteration 23Q: 3 clusters Score -701170.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -701189.062500 Penalty: 4481.613281
	Iteration 24Q: 3 clusters Score -701189.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -701209.625000 Penalty: 4481.613281
	Iteration 25Q: 3 clusters Score -701209.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -701227.562500 Penalty: 4481.613281
	Iteration 26Q: 3 clusters Score -701227.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -701243.937500 Penalty: 4481.613281
	Iteration 27Q: 3 clusters Score -701243.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -701269.312500 Penalty: 4481.613281
	Iteration 28Q: 3 clusters Score -701269.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -701299.187500 Penalty: 4481.613281
	Iteration 29Q: 3 clusters Score -701299.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -701329.312500 Penalty: 4481.613281
	Iteration 30Q: 3 clusters Score -701329.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -701355.125000 Penalty: 4481.613281
	Iteration 31Q: 3 clusters Score -701355.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -701380.500000 Penalty: 4481.613281
	Iteration 32Q: 3 clusters Score -701380.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -701398.250000 Penalty: 4481.613281
	Iteration 33Q: 3 clusters Score -701398.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -701410.187500 Penalty: 4481.613281
	Iteration 34Q: 3 clusters Score -701410.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -701420.937500 Penalty: 4481.613281
	Iteration 35Q: 3 clusters Score -701420.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -701432.000000 Penalty: 4481.613281
	Iteration 36Q: 3 clusters Score -701432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -701438.187500 Penalty: 4481.613281
	Iteration 37Q: 3 clusters Score -701438.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -701444.062500 Penalty: 4481.613281
	Iteration 38Q: 3 clusters Score -701444.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -701453.000000 Penalty: 4481.613281
	Iteration 39Q: 3 clusters Score -701453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -701460.062500 Penalty: 4481.613281
	Iteration 40F: 3 clusters Score -701460.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -701463.437500 Penalty: 4481.613281
	Iteration 41Q: 3 clusters Score -701463.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -701469.062500 Penalty: 4481.613281
	Iteration 42Q: 3 clusters Score -701469.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -701472.562500 Penalty: 4481.613281
	Iteration 43Q: 3 clusters Score -701472.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -701477.250000 Penalty: 4481.613281
	Iteration 44Q: 3 clusters Score -701477.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -701484.187500 Penalty: 4481.613281
	Iteration 45Q: 3 clusters Score -701484.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -701487.062500 Penalty: 4481.613281
	Iteration 46Q: 3 clusters Score -701487.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -701489.500000 Penalty: 4481.613281
	Iteration 47Q: 3 clusters Score -701489.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -701493.937500 Penalty: 4481.613281
	Iteration 48Q: 3 clusters Score -701493.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -701497.687500 Penalty: 4481.613281
	Iteration 49Q: 3 clusters Score -701497.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -701500.125000 Penalty: 4481.613281
	Iteration 50Q: 3 clusters Score -701500.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -701499.937500 Penalty: 4481.613281
	Iteration 51Q: 3 clusters Score -701499.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -701505.312500 Penalty: 4481.613281
	Iteration 52Q: 3 clusters Score -701505.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -701504.625000 Penalty: 4481.613281
	Iteration 53Q: 3 clusters Score -701504.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -701504.625000 Penalty: 4481.613281
	Iteration 54F: 3 clusters Score -701504.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Entering Unmasked Estep 
Score: -1030072.062500 Penalty: 2311.115723
	Iteration 0F: 2 clusters Score -1030072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1021681.062500 Penalty: 4622.231445
	Iteration 0F: 3 clusters Score -1021681 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1024201.687500 Penalty: 4622.231445
	Iteration 1F: 3 clusters Score -1024202 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1024541.500000 Penalty: 4622.231445
	Iteration 2F: 3 clusters Score -1024542 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1024820.937500 Penalty: 4622.231445
	Iteration 3F: 3 clusters Score -1024821 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1025090.312500 Penalty: 4622.231445
	Iteration 4Q: 3 clusters Score -1025090 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1025352.812500 Penalty: 4622.231445
	Iteration 5Q: 3 clusters Score -1025353 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1025617.250000 Penalty: 4622.231445
	Iteration 6Q: 3 clusters Score -1025617 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1025842.437500 Penalty: 4622.231445
	Iteration 7Q: 3 clusters Score -1025842 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1026018.812500 Penalty: 4622.231445
	Iteration 8Q: 3 clusters Score -1026019 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1026166.562500 Penalty: 4622.231445
	Iteration 9Q: 3 clusters Score -1026167 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1026285.687500 Penalty: 4622.231445
	Iteration 10Q: 3 clusters Score -1026286 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1026420.125000 Penalty: 4622.231445
	Iteration 11Q: 3 clusters Score -1026420 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1026573.562500 Penalty: 4622.231445
	Iteration 12Q: 3 clusters Score -1026574 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1026734.562500 Penalty: 4622.231445
	Iteration 13Q: 3 clusters Score -1026735 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1026925.125000 Penalty: 4622.231445
	Iteration 14Q: 3 clusters Score -1026925 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1027150.750000 Penalty: 4622.231445
	Iteration 15Q: 3 clusters Score -1027151 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1027370.125000 Penalty: 4622.231445
	Iteration 16Q: 3 clusters Score -1027370 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1027568.625000 Penalty: 4622.231445
	Iteration 17Q: 3 clusters Score -1027569 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1027767.375000 Penalty: 4622.231445
	Iteration 18Q: 3 clusters Score -1027767 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1027937.562500 Penalty: 4622.231445
	Iteration 19Q: 3 clusters Score -1027938 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1028076.562500 Penalty: 4622.231445
	Iteration 20F: 3 clusters Score -1028077 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1028183.125000 Penalty: 4622.231445
	Iteration 21Q: 3 clusters Score -1028183 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1028247.437500 Penalty: 4622.231445
	Iteration 22Q: 3 clusters Score -1028247 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1028298.250000 Penalty: 4622.231445
	Iteration 23Q: 3 clusters Score -1028298 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1028334.062500 Penalty: 4622.231445
	Iteration 24Q: 3 clusters Score -1028334 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1028367.250000 Penalty: 4622.231445
	Iteration 25Q: 3 clusters Score -1028367 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1028392.812500 Penalty: 4622.231445
	Iteration 26Q: 3 clusters Score -1028393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1028414.500000 Penalty: 4622.231445
	Iteration 27Q: 3 clusters Score -1028414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1028428.312500 Penalty: 4622.231445
	Iteration 28Q: 3 clusters Score -1028428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1028441.250000 Penalty: 4622.231445
	Iteration 29Q: 3 clusters Score -1028441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1028451.062500 Penalty: 4622.231445
	Iteration 30Q: 3 clusters Score -1028451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1028459.125000 Penalty: 4622.231445
	Iteration 31Q: 3 clusters Score -1028459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1028463.875000 Penalty: 4622.231445
	Iteration 32Q: 3 clusters Score -1028464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1028469.875000 Penalty: 4622.231445
	Iteration 33Q: 3 clusters Score -1028470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1028470.312500 Penalty: 4622.231445
	Iteration 34Q: 3 clusters Score -1028470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1028475.000000 Penalty: 4622.231445
	Iteration 35Q: 3 clusters Score -1028475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1028474.125000 Penalty: 4622.231445
	Iteration 36Q: 3 clusters Score -1028474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1028474.125000 Penalty: 4622.231445
	Iteration 37F: 3 clusters Score -1028474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Entering Unmasked Estep 
Score: -1740011.625000 Penalty: 2447.126709
	Iteration 0F: 2 clusters Score -1740012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1726322.625000 Penalty: 4894.253418
	Iteration 0F: 3 clusters Score -1726323 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1731114.750000 Penalty: 4894.253418
	Iteration 1F: 3 clusters Score -1731115 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1731590.500000 Penalty: 4894.253418
	Iteration 2F: 3 clusters Score -1731590 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1732050.375000 Penalty: 4894.253418
	Iteration 3F: 3 clusters Score -1732050 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1732471.375000 Penalty: 4894.253418
	Iteration 4Q: 3 clusters Score -1732471 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1732940.750000 Penalty: 4894.253418
	Iteration 5Q: 3 clusters Score -1732941 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1733504.375000 Penalty: 4894.253418
	Iteration 6Q: 3 clusters Score -1733504 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1734149.000000 Penalty: 4894.253418
	Iteration 7Q: 3 clusters Score -1734149 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1734970.375000 Penalty: 4894.253418
	Iteration 8F: 3 clusters Score -1734970 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1735803.750000 Penalty: 4894.253418
	Iteration 9F: 3 clusters Score -1735804 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1736496.000000 Penalty: 4894.253418
	Iteration 10F: 3 clusters Score -1736496 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1737048.750000 Penalty: 4894.253418
	Iteration 11Q: 3 clusters Score -1737049 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1737509.250000 Penalty: 4894.253418
	Iteration 12Q: 3 clusters Score -1737509 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1737823.750000 Penalty: 4894.253418
	Iteration 13Q: 3 clusters Score -1737824 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1738122.250000 Penalty: 4894.253418
	Iteration 14Q: 3 clusters Score -1738122 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1738437.375000 Penalty: 4894.253418
	Iteration 15Q: 3 clusters Score -1738437 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1738732.750000 Penalty: 4894.253418
	Iteration 16Q: 3 clusters Score -1738733 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1739028.625000 Penalty: 4894.253418
	Iteration 17Q: 3 clusters Score -1739029 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1739331.500000 Penalty: 4894.253418
	Iteration 18Q: 3 clusters Score -1739332 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1739535.125000 Penalty: 4894.253418
	Iteration 19Q: 3 clusters Score -1739535 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1739679.750000 Penalty: 4894.253418
	Iteration 20F: 3 clusters Score -1739680 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1739769.750000 Penalty: 4894.253418
	Iteration 21Q: 3 clusters Score -1739770 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1739842.000000 Penalty: 4894.253418
	Iteration 22Q: 3 clusters Score -1739842 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1739915.875000 Penalty: 4894.253418
	Iteration 23Q: 3 clusters Score -1739916 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1739971.875000 Penalty: 4894.253418
	Iteration 24Q: 3 clusters Score -1739972 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1740025.625000 Penalty: 4894.253418
	Iteration 25Q: 3 clusters Score -1740026 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1740064.000000 Penalty: 4894.253418
	Iteration 26Q: 3 clusters Score -1740064 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1740120.500000 Penalty: 4894.253418
	Iteration 27Q: 3 clusters Score -1740120 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1740159.125000 Penalty: 4894.253418
	Iteration 28Q: 3 clusters Score -1740159 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1740192.750000 Penalty: 4894.253418
	Iteration 29Q: 3 clusters Score -1740193 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1740213.500000 Penalty: 4894.253418
	Iteration 30Q: 3 clusters Score -1740214 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1740233.250000 Penalty: 4894.253418
	Iteration 31Q: 3 clusters Score -1740233 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1740257.125000 Penalty: 4894.253418
	Iteration 32Q: 3 clusters Score -1740257 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1740274.000000 Penalty: 4894.253418
	Iteration 33Q: 3 clusters Score -1740274 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1740277.375000 Penalty: 4894.253418
	Iteration 34Q: 3 clusters Score -1740277 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1740294.000000 Penalty: 4894.253418
	Iteration 35Q: 3 clusters Score -1740294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1740303.125000 Penalty: 4894.253418
	Iteration 36Q: 3 clusters Score -1740303 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1740310.000000 Penalty: 4894.253418
	Iteration 37Q: 3 clusters Score -1740310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1740306.875000 Penalty: 4894.253418
	Iteration 38Q: 3 clusters Score -1740307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1740303.375000 Penalty: 4894.253418
	Iteration 39Q: 3 clusters Score -1740303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1740309.625000 Penalty: 4894.253418
	Iteration 40F: 3 clusters Score -1740310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1740311.125000 Penalty: 4894.253418
	Iteration 41Q: 3 clusters Score -1740311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1740311.750000 Penalty: 4894.253418
	Iteration 42Q: 3 clusters Score -1740312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1740316.500000 Penalty: 4894.253418
	Iteration 43Q: 3 clusters Score -1740316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1740317.875000 Penalty: 4894.253418
	Iteration 44Q: 3 clusters Score -1740318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1740324.125000 Penalty: 4894.253418
	Iteration 45Q: 3 clusters Score -1740324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1740323.000000 Penalty: 4894.253418
	Iteration 46Q: 3 clusters Score -1740323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1740326.500000 Penalty: 4894.253418
	Iteration 47Q: 3 clusters Score -1740326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1740329.750000 Penalty: 4894.253418
	Iteration 48Q: 3 clusters Score -1740330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1740327.375000 Penalty: 4894.253418
	Iteration 49Q: 3 clusters Score -1740327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1740331.250000 Penalty: 4894.253418
	Iteration 50Q: 3 clusters Score -1740331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1740332.875000 Penalty: 4894.253418
	Iteration 51Q: 3 clusters Score -1740333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1740330.875000 Penalty: 4894.253418
	Iteration 52Q: 3 clusters Score -1740331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1740329.125000 Penalty: 4894.253418
	Iteration 53Q: 3 clusters Score -1740329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1740332.750000 Penalty: 4894.253418
	Iteration 54Q: 3 clusters Score -1740333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1740335.500000 Penalty: 4894.253418
	Iteration 55Q: 3 clusters Score -1740336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1740334.125000 Penalty: 4894.253418
	Iteration 56Q: 3 clusters Score -1740334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1740341.000000 Penalty: 4894.253418
	Iteration 57Q: 3 clusters Score -1740341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1740341.500000 Penalty: 4894.253418
	Iteration 58Q: 3 clusters Score -1740342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1740341.500000 Penalty: 4894.253418
	Iteration 59Q: 3 clusters Score -1740342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1740345.375000 Penalty: 4894.253418
	Iteration 60F: 3 clusters Score -1740345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1740345.750000 Penalty: 4894.253418
	Iteration 61Q: 3 clusters Score -1740346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1740345.250000 Penalty: 4894.253418
	Iteration 62Q: 3 clusters Score -1740345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1740346.250000 Penalty: 4894.253418
	Iteration 63Q: 3 clusters Score -1740346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1740349.000000 Penalty: 4894.253418
	Iteration 64Q: 3 clusters Score -1740349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1740350.375000 Penalty: 4894.253418
	Iteration 65Q: 3 clusters Score -1740350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1740348.000000 Penalty: 4894.253418
	Iteration 66Q: 3 clusters Score -1740348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1740349.875000 Penalty: 4894.253418
	Iteration 67Q: 3 clusters Score -1740350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1740355.375000 Penalty: 4894.253418
	Iteration 68Q: 3 clusters Score -1740355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1740355.125000 Penalty: 4894.253418
	Iteration 69Q: 3 clusters Score -1740355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1740346.625000 Penalty: 4894.253418
	Iteration 70Q: 3 clusters Score -1740347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1740350.750000 Penalty: 4894.253418
	Iteration 71Q: 3 clusters Score -1740351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1740351.375000 Penalty: 4894.253418
	Iteration 72Q: 3 clusters Score -1740351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1740349.625000 Penalty: 4894.253418
	Iteration 73Q: 3 clusters Score -1740350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1740354.625000 Penalty: 4894.253418
	Iteration 74Q: 3 clusters Score -1740355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1740356.250000 Penalty: 4894.253418
	Iteration 75Q: 3 clusters Score -1740356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1740353.875000 Penalty: 4894.253418
	Iteration 76Q: 3 clusters Score -1740354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1740354.125000 Penalty: 4894.253418
	Iteration 77Q: 3 clusters Score -1740354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1740354.375000 Penalty: 4894.253418
	Iteration 78Q: 3 clusters Score -1740354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1740354.125000 Penalty: 4894.253418
	Iteration 79Q: 3 clusters Score -1740354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1740354.750000 Penalty: 4894.253418
	Iteration 80F: 3 clusters Score -1740355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218567 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136817 members 
Mstep: Class 9 contains 44309 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 8536 members 
Mstep: Class 13 contains 26492 members 
Mstep: Class 14 contains 307390 members 
Mstep: Class 15 contains 5380 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 223205 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63899 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6960 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8396 members 
Mstep: Class 29 contains 11148 members 
Mstep: Class 30 contains 6698 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 10410 members 
Mstep: Class 34 contains 7312 members 
Mstep: Class 35 contains 12594 members 
Entering Unmasked Estep 
Score: -157699904.000000 Penalty: 124380.453125
Splitting cluster 30 changes total score from -157700480.000000 to -157699904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (22919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Entering Unmasked Estep 
Score: -2128510.250000 Penalty: 2489.850830
	Iteration 0F: 2 clusters Score -2128510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2112627.000000 Penalty: 4979.701660
	Iteration 0F: 3 clusters Score -2112627 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2117880.000000 Penalty: 4979.701660
	Iteration 1F: 3 clusters Score -2117880 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2118286.250000 Penalty: 4979.701660
	Iteration 2Q: 3 clusters Score -2118286 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2118604.250000 Penalty: 4979.701660
	Iteration 3Q: 3 clusters Score -2118604 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2118915.750000 Penalty: 4979.701660
	Iteration 4Q: 3 clusters Score -2118916 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2119252.500000 Penalty: 4979.701660
	Iteration 5Q: 3 clusters Score -2119252 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2119740.500000 Penalty: 4979.701660
	Iteration 6Q: 3 clusters Score -2119740 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2120441.500000 Penalty: 4979.701660
	Iteration 7F: 3 clusters Score -2120442 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2121440.750000 Penalty: 4979.701660
	Iteration 8F: 3 clusters Score -2121441 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2122662.750000 Penalty: 4979.701660
	Iteration 9F: 3 clusters Score -2122663 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2123863.250000 Penalty: 4979.701660
	Iteration 10F: 3 clusters Score -2123863 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2124811.500000 Penalty: 4979.701660
	Iteration 11Q: 3 clusters Score -2124812 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2125416.250000 Penalty: 4979.701660
	Iteration 12Q: 3 clusters Score -2125416 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2125807.500000 Penalty: 4979.701660
	Iteration 13Q: 3 clusters Score -2125808 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2126026.000000 Penalty: 4979.701660
	Iteration 14Q: 3 clusters Score -2126026 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2126123.750000 Penalty: 4979.701660
	Iteration 15Q: 3 clusters Score -2126124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2126172.750000 Penalty: 4979.701660
	Iteration 16Q: 3 clusters Score -2126173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2126207.750000 Penalty: 4979.701660
	Iteration 17Q: 3 clusters Score -2126208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2126236.250000 Penalty: 4979.701660
	Iteration 18Q: 3 clusters Score -2126236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2126255.000000 Penalty: 4979.701660
	Iteration 19Q: 3 clusters Score -2126255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2126260.250000 Penalty: 4979.701660
	Iteration 20F: 3 clusters Score -2126260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2126269.750000 Penalty: 4979.701660
	Iteration 21Q: 3 clusters Score -2126270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2126279.500000 Penalty: 4979.701660
	Iteration 22Q: 3 clusters Score -2126280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2126279.500000 Penalty: 4979.701660
	Iteration 23Q: 3 clusters Score -2126280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2126280.000000 Penalty: 4979.701660
	Iteration 24Q: 3 clusters Score -2126280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2126285.000000 Penalty: 4979.701660
	Iteration 25Q: 3 clusters Score -2126285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2126287.250000 Penalty: 4979.701660
	Iteration 26Q: 3 clusters Score -2126287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2126287.500000 Penalty: 4979.701660
	Iteration 27Q: 3 clusters Score -2126288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2126289.000000 Penalty: 4979.701660
	Iteration 28Q: 3 clusters Score -2126289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2126290.500000 Penalty: 4979.701660
	Iteration 29Q: 3 clusters Score -2126290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2126290.250000 Penalty: 4979.701660
	Iteration 30Q: 3 clusters Score -2126290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2126293.500000 Penalty: 4979.701660
	Iteration 31Q: 3 clusters Score -2126294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2126296.500000 Penalty: 4979.701660
	Iteration 32Q: 3 clusters Score -2126296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2126297.500000 Penalty: 4979.701660
	Iteration 33Q: 3 clusters Score -2126298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2126302.250000 Penalty: 4979.701660
	Iteration 34Q: 3 clusters Score -2126302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2126306.500000 Penalty: 4979.701660
	Iteration 35Q: 3 clusters Score -2126306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2126315.000000 Penalty: 4979.701660
	Iteration 36Q: 3 clusters Score -2126315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2126317.000000 Penalty: 4979.701660
	Iteration 37Q: 3 clusters Score -2126317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2126324.750000 Penalty: 4979.701660
	Iteration 38Q: 3 clusters Score -2126325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2126324.750000 Penalty: 4979.701660
	Iteration 39F: 3 clusters Score -2126325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Entering Unmasked Estep 
Score: -745186.375000 Penalty: 2229.938232
	Iteration 0F: 2 clusters Score -745186.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -738781.937500 Penalty: 4459.876465
	Iteration 0F: 3 clusters Score -738781.9 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -740579.937500 Penalty: 4459.876465
	Iteration 1F: 3 clusters Score -740579.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -740852.500000 Penalty: 4459.876465
	Iteration 2F: 3 clusters Score -740852.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -741051.062500 Penalty: 4459.876465
	Iteration 3F: 3 clusters Score -741051.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -741191.000000 Penalty: 4459.876465
	Iteration 4Q: 3 clusters Score -741191 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -741303.187500 Penalty: 4459.876465
	Iteration 5Q: 3 clusters Score -741303.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -741401.437500 Penalty: 4459.876465
	Iteration 6Q: 3 clusters Score -741401.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -741507.125000 Penalty: 4459.876465
	Iteration 7Q: 3 clusters Score -741507.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -741605.250000 Penalty: 4459.876465
	Iteration 8Q: 3 clusters Score -741605.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -741697.312500 Penalty: 4459.876465
	Iteration 9Q: 3 clusters Score -741697.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -741795.750000 Penalty: 4459.876465
	Iteration 10Q: 3 clusters Score -741795.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -741876.562500 Penalty: 4459.876465
	Iteration 11Q: 3 clusters Score -741876.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -741941.750000 Penalty: 4459.876465
	Iteration 12Q: 3 clusters Score -741941.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -742009.250000 Penalty: 4459.876465
	Iteration 13Q: 3 clusters Score -742009.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -742082.187500 Penalty: 4459.876465
	Iteration 14Q: 3 clusters Score -742082.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -742163.000000 Penalty: 4459.876465
	Iteration 15Q: 3 clusters Score -742163 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -742248.125000 Penalty: 4459.876465
	Iteration 16Q: 3 clusters Score -742248.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -742335.500000 Penalty: 4459.876465
	Iteration 17Q: 3 clusters Score -742335.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -742424.500000 Penalty: 4459.876465
	Iteration 18Q: 3 clusters Score -742424.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -742503.312500 Penalty: 4459.876465
	Iteration 19Q: 3 clusters Score -742503.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -742566.125000 Penalty: 4459.876465
	Iteration 20F: 3 clusters Score -742566.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -742629.562500 Penalty: 4459.876465
	Iteration 21Q: 3 clusters Score -742629.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -742690.312500 Penalty: 4459.876465
	Iteration 22Q: 3 clusters Score -742690.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -742749.625000 Penalty: 4459.876465
	Iteration 23Q: 3 clusters Score -742749.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -742806.437500 Penalty: 4459.876465
	Iteration 24Q: 3 clusters Score -742806.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -742868.875000 Penalty: 4459.876465
	Iteration 25Q: 3 clusters Score -742868.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -742925.375000 Penalty: 4459.876465
	Iteration 26Q: 3 clusters Score -742925.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -742971.437500 Penalty: 4459.876465
	Iteration 27Q: 3 clusters Score -742971.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -743013.812500 Penalty: 4459.876465
	Iteration 28Q: 3 clusters Score -743013.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -743060.750000 Penalty: 4459.876465
	Iteration 29Q: 3 clusters Score -743060.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -743093.937500 Penalty: 4459.876465
	Iteration 30Q: 3 clusters Score -743093.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -743128.250000 Penalty: 4459.876465
	Iteration 31Q: 3 clusters Score -743128.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -743160.687500 Penalty: 4459.876465
	Iteration 32Q: 3 clusters Score -743160.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -743188.062500 Penalty: 4459.876465
	Iteration 33Q: 3 clusters Score -743188.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -743213.187500 Penalty: 4459.876465
	Iteration 34Q: 3 clusters Score -743213.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -743233.750000 Penalty: 4459.876465
	Iteration 35Q: 3 clusters Score -743233.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -743248.062500 Penalty: 4459.876465
	Iteration 36Q: 3 clusters Score -743248.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -743262.000000 Penalty: 4459.876465
	Iteration 37Q: 3 clusters Score -743262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -743281.250000 Penalty: 4459.876465
	Iteration 38Q: 3 clusters Score -743281.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -743295.250000 Penalty: 4459.876465
	Iteration 39Q: 3 clusters Score -743295.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -743307.312500 Penalty: 4459.876465
	Iteration 40F: 3 clusters Score -743307.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -743319.000000 Penalty: 4459.876465
	Iteration 41Q: 3 clusters Score -743319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -743328.250000 Penalty: 4459.876465
	Iteration 42Q: 3 clusters Score -743328.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -743342.250000 Penalty: 4459.876465
	Iteration 43Q: 3 clusters Score -743342.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -743353.437500 Penalty: 4459.876465
	Iteration 44Q: 3 clusters Score -743353.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -743362.312500 Penalty: 4459.876465
	Iteration 45Q: 3 clusters Score -743362.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -743368.437500 Penalty: 4459.876465
	Iteration 46Q: 3 clusters Score -743368.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -743378.687500 Penalty: 4459.876465
	Iteration 47Q: 3 clusters Score -743378.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -743391.000000 Penalty: 4459.876465
	Iteration 48Q: 3 clusters Score -743391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -743394.875000 Penalty: 4459.876465
	Iteration 49Q: 3 clusters Score -743394.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -743398.000000 Penalty: 4459.876465
	Iteration 50Q: 3 clusters Score -743398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -743402.312500 Penalty: 4459.876465
	Iteration 51Q: 3 clusters Score -743402.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -743405.125000 Penalty: 4459.876465
	Iteration 52Q: 3 clusters Score -743405.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -743411.500000 Penalty: 4459.876465
	Iteration 53Q: 3 clusters Score -743411.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -743417.562500 Penalty: 4459.876465
	Iteration 54Q: 3 clusters Score -743417.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -743425.812500 Penalty: 4459.876465
	Iteration 55Q: 3 clusters Score -743425.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -743429.937500 Penalty: 4459.876465
	Iteration 56Q: 3 clusters Score -743429.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -743432.562500 Penalty: 4459.876465
	Iteration 57Q: 3 clusters Score -743432.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -743436.250000 Penalty: 4459.876465
	Iteration 58Q: 3 clusters Score -743436.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -743437.937500 Penalty: 4459.876465
	Iteration 59Q: 3 clusters Score -743437.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -743440.375000 Penalty: 4459.876465
	Iteration 60F: 3 clusters Score -743440.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -743440.375000 Penalty: 4459.876465
	Iteration 61Q: 3 clusters Score -743440.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -743440.375000 Penalty: 4459.876465
	Iteration 62F: 3 clusters Score -743440.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Entering Unmasked Estep 
Score: -981368.062500 Penalty: 2294.129639
	Iteration 0F: 2 clusters Score -981368.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -973463.125000 Penalty: 4588.259277
	Iteration 0F: 3 clusters Score -973463.1 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -975827.375000 Penalty: 4588.259277
	Iteration 1F: 3 clusters Score -975827.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -976133.312500 Penalty: 4588.259277
	Iteration 2F: 3 clusters Score -976133.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -976380.937500 Penalty: 4588.259277
	Iteration 3Q: 3 clusters Score -976380.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -976631.812500 Penalty: 4588.259277
	Iteration 4Q: 3 clusters Score -976631.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -976931.812500 Penalty: 4588.259277
	Iteration 5Q: 3 clusters Score -976931.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -977316.312500 Penalty: 4588.259277
	Iteration 6Q: 3 clusters Score -977316.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -977725.187500 Penalty: 4588.259277
	Iteration 7F: 3 clusters Score -977725.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -978100.687500 Penalty: 4588.259277
	Iteration 8F: 3 clusters Score -978100.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -978515.125000 Penalty: 4588.259277
	Iteration 9F: 3 clusters Score -978515.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -978963.937500 Penalty: 4588.259277
	Iteration 10F: 3 clusters Score -978963.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -979396.937500 Penalty: 4588.259277
	Iteration 11Q: 3 clusters Score -979396.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -979783.812500 Penalty: 4588.259277
	Iteration 12Q: 3 clusters Score -979783.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -980134.562500 Penalty: 4588.259277
	Iteration 13Q: 3 clusters Score -980134.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -980406.125000 Penalty: 4588.259277
	Iteration 14Q: 3 clusters Score -980406.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -980625.562500 Penalty: 4588.259277
	Iteration 15Q: 3 clusters Score -980625.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -980782.750000 Penalty: 4588.259277
	Iteration 16Q: 3 clusters Score -980782.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -980905.312500 Penalty: 4588.259277
	Iteration 17Q: 3 clusters Score -980905.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -980962.625000 Penalty: 4588.259277
	Iteration 18Q: 3 clusters Score -980962.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -980993.250000 Penalty: 4588.259277
	Iteration 19Q: 3 clusters Score -980993.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -981007.625000 Penalty: 4588.259277
	Iteration 20F: 3 clusters Score -981007.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -981016.937500 Penalty: 4588.259277
	Iteration 21Q: 3 clusters Score -981016.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -981023.875000 Penalty: 4588.259277
	Iteration 22Q: 3 clusters Score -981023.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -981028.937500 Penalty: 4588.259277
	Iteration 23Q: 3 clusters Score -981028.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -981033.625000 Penalty: 4588.259277
	Iteration 24Q: 3 clusters Score -981033.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -981037.875000 Penalty: 4588.259277
	Iteration 25Q: 3 clusters Score -981037.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -981039.812500 Penalty: 4588.259277
	Iteration 26Q: 3 clusters Score -981039.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -981039.875000 Penalty: 4588.259277
	Iteration 27Q: 3 clusters Score -981039.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -981040.750000 Penalty: 4588.259277
	Iteration 28Q: 3 clusters Score -981040.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -981039.750000 Penalty: 4588.259277
	Iteration 29Q: 3 clusters Score -981039.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -981039.750000 Penalty: 4588.259277
	Iteration 30F: 3 clusters Score -981039.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Entering Unmasked Estep 
Score: -662972.375000 Penalty: 2206.523438
	Iteration 0F: 2 clusters Score -662972.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -657027.562500 Penalty: 4413.046875
	Iteration 0F: 3 clusters Score -657027.6 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -658708.250000 Penalty: 4413.046875
	Iteration 1F: 3 clusters Score -658708.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -659048.250000 Penalty: 4413.046875
	Iteration 2F: 3 clusters Score -659048.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -659306.125000 Penalty: 4413.046875
	Iteration 3F: 3 clusters Score -659306.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -659504.812500 Penalty: 4413.046875
	Iteration 4Q: 3 clusters Score -659504.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -659707.937500 Penalty: 4413.046875
	Iteration 5Q: 3 clusters Score -659707.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -659910.437500 Penalty: 4413.046875
	Iteration 6Q: 3 clusters Score -659910.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -660149.500000 Penalty: 4413.046875
	Iteration 7Q: 3 clusters Score -660149.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -660402.750000 Penalty: 4413.046875
	Iteration 8Q: 3 clusters Score -660402.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -660647.625000 Penalty: 4413.046875
	Iteration 9Q: 3 clusters Score -660647.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -660881.437500 Penalty: 4413.046875
	Iteration 10Q: 3 clusters Score -660881.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -661058.812500 Penalty: 4413.046875
	Iteration 11Q: 3 clusters Score -661058.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -661178.625000 Penalty: 4413.046875
	Iteration 12Q: 3 clusters Score -661178.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -661254.562500 Penalty: 4413.046875
	Iteration 13Q: 3 clusters Score -661254.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -661311.000000 Penalty: 4413.046875
	Iteration 14Q: 3 clusters Score -661311 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -661347.687500 Penalty: 4413.046875
	Iteration 15Q: 3 clusters Score -661347.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -661373.312500 Penalty: 4413.046875
	Iteration 16Q: 3 clusters Score -661373.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -661397.000000 Penalty: 4413.046875
	Iteration 17Q: 3 clusters Score -661397 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -661414.437500 Penalty: 4413.046875
	Iteration 18Q: 3 clusters Score -661414.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -661423.687500 Penalty: 4413.046875
	Iteration 19Q: 3 clusters Score -661423.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -661432.500000 Penalty: 4413.046875
	Iteration 20F: 3 clusters Score -661432.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -661437.125000 Penalty: 4413.046875
	Iteration 21Q: 3 clusters Score -661437.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -661439.812500 Penalty: 4413.046875
	Iteration 22Q: 3 clusters Score -661439.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -661443.312500 Penalty: 4413.046875
	Iteration 23Q: 3 clusters Score -661443.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -661445.000000 Penalty: 4413.046875
	Iteration 24Q: 3 clusters Score -661445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -661449.812500 Penalty: 4413.046875
	Iteration 25Q: 3 clusters Score -661449.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -661453.687500 Penalty: 4413.046875
	Iteration 26Q: 3 clusters Score -661453.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -661455.875000 Penalty: 4413.046875
	Iteration 27Q: 3 clusters Score -661455.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -661455.000000 Penalty: 4413.046875
	Iteration 28Q: 3 clusters Score -661455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -661455.875000 Penalty: 4413.046875
	Iteration 29Q: 3 clusters Score -661455.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -661457.062500 Penalty: 4413.046875
	Iteration 30Q: 3 clusters Score -661457.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -661457.062500 Penalty: 4413.046875
	Iteration 31Q: 3 clusters Score -661457.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -661457.062500 Penalty: 4413.046875
	Iteration 32Q: 3 clusters Score -661457.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -661458.500000 Penalty: 4413.046875
	Iteration 33Q: 3 clusters Score -661458.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -661459.375000 Penalty: 4413.046875
	Iteration 34Q: 3 clusters Score -661459.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -661459.250000 Penalty: 4413.046875
	Iteration 35Q: 3 clusters Score -661459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -661461.000000 Penalty: 4413.046875
	Iteration 36Q: 3 clusters Score -661461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -661460.562500 Penalty: 4413.046875
	Iteration 37Q: 3 clusters Score -661460.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -661460.937500 Penalty: 4413.046875
	Iteration 38Q: 3 clusters Score -661460.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -661462.312500 Penalty: 4413.046875
	Iteration 39Q: 3 clusters Score -661462.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -661462.312500 Penalty: 4413.046875
	Iteration 40F: 3 clusters Score -661462.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218567 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136817 members 
Mstep: Class 9 contains 44309 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 8536 members 
Mstep: Class 13 contains 26492 members 
Mstep: Class 14 contains 307390 members 
Mstep: Class 15 contains 5380 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 223205 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63899 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6960 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8396 members 
Mstep: Class 29 contains 11148 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 10410 members 
Mstep: Class 34 contains 7312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700432.000000 Penalty: 120826.726562
Iteration 399Q: 35 clusters Score -1.577004e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218567 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136817 members 
Mstep: Class 9 contains 44308 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 4785 members 
Mstep: Class 12 contains 8536 members 
Mstep: Class 13 contains 26492 members 
Mstep: Class 14 contains 307390 members 
Mstep: Class 15 contains 5380 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 223205 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63899 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6959 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8396 members 
Mstep: Class 29 contains 11148 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 10410 members 
Mstep: Class 34 contains 7313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700400.000000 Penalty: 120826.726562
Iteration 400F: 35 clusters Score -1.577004e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218568 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136818 members 
Mstep: Class 9 contains 44306 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 4785 members 
Mstep: Class 12 contains 8536 members 
Mstep: Class 13 contains 26492 members 
Mstep: Class 14 contains 307390 members 
Mstep: Class 15 contains 5380 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 223205 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63899 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6960 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8396 members 
Mstep: Class 29 contains 11148 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 10410 members 
Mstep: Class 34 contains 7313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700416.000000 Penalty: 120826.726562
Iteration 401Q: 35 clusters Score -1.577004e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218568 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136818 members 
Mstep: Class 9 contains 44306 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 4785 members 
Mstep: Class 12 contains 8536 members 
Mstep: Class 13 contains 26492 members 
Mstep: Class 14 contains 307390 members 
Mstep: Class 15 contains 5380 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 223205 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63899 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6960 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8396 members 
Mstep: Class 29 contains 11148 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 10410 members 
Mstep: Class 34 contains 7313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700416.000000 Penalty: 120826.726562
Iteration 402F: 35 clusters Score -1.577004e+08 nChanged 0
Entering ConstructFrom: 
Score: -157700416.000000 Penalty: 120826.726562
Entering ConstructFrom: 
Trying to split cluster 1 (35672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Entering Unmasked Estep 
Score: -3482779.250000 Penalty: 2599.566162
	Iteration 0F: 2 clusters Score -3482779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3458547.500000 Penalty: 5199.132324
	Iteration 0F: 3 clusters Score -3458548 nChanged 16310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -3467337.750000 Penalty: 5199.132324
	Iteration 1F: 3 clusters Score -3467338 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -3467803.750000 Penalty: 5199.132324
	Iteration 2Q: 3 clusters Score -3467804 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -3468289.500000 Penalty: 5199.132324
	Iteration 3Q: 3 clusters Score -3468290 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -3468786.500000 Penalty: 5199.132324
	Iteration 4Q: 3 clusters Score -3468786 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3469404.750000 Penalty: 5199.132324
	Iteration 5Q: 3 clusters Score -3469405 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3470298.500000 Penalty: 5199.132324
	Iteration 6Q: 3 clusters Score -3470298 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -3471559.000000 Penalty: 5199.132324
	Iteration 7F: 3 clusters Score -3471559 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -3473096.500000 Penalty: 5199.132324
	Iteration 8F: 3 clusters Score -3473096 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3474972.000000 Penalty: 5199.132324
	Iteration 9F: 3 clusters Score -3474972 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -3476859.750000 Penalty: 5199.132324
	Iteration 10F: 3 clusters Score -3476860 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3478420.750000 Penalty: 5199.132324
	Iteration 11Q: 3 clusters Score -3478421 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3479482.000000 Penalty: 5199.132324
	Iteration 12Q: 3 clusters Score -3479482 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3480128.000000 Penalty: 5199.132324
	Iteration 13Q: 3 clusters Score -3480128 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3480441.250000 Penalty: 5199.132324
	Iteration 14Q: 3 clusters Score -3480441 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3480623.000000 Penalty: 5199.132324
	Iteration 15Q: 3 clusters Score -3480623 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3480736.750000 Penalty: 5199.132324
	Iteration 16Q: 3 clusters Score -3480737 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3480824.500000 Penalty: 5199.132324
	Iteration 17Q: 3 clusters Score -3480824 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3480891.000000 Penalty: 5199.132324
	Iteration 18Q: 3 clusters Score -3480891 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3480929.250000 Penalty: 5199.132324
	Iteration 19Q: 3 clusters Score -3480929 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3480969.500000 Penalty: 5199.132324
	Iteration 20F: 3 clusters Score -3480970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3480992.000000 Penalty: 5199.132324
	Iteration 21Q: 3 clusters Score -3480992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3481003.250000 Penalty: 5199.132324
	Iteration 22Q: 3 clusters Score -3481003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3481013.000000 Penalty: 5199.132324
	Iteration 23Q: 3 clusters Score -3481013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3481025.000000 Penalty: 5199.132324
	Iteration 24Q: 3 clusters Score -3481025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3481031.250000 Penalty: 5199.132324
	Iteration 25Q: 3 clusters Score -3481031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3481036.500000 Penalty: 5199.132324
	Iteration 26Q: 3 clusters Score -3481036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3481043.000000 Penalty: 5199.132324
	Iteration 27Q: 3 clusters Score -3481043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3481045.500000 Penalty: 5199.132324
	Iteration 28Q: 3 clusters Score -3481046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3481052.250000 Penalty: 5199.132324
	Iteration 29Q: 3 clusters Score -3481052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3481053.000000 Penalty: 5199.132324
	Iteration 30Q: 3 clusters Score -3481053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3481056.250000 Penalty: 5199.132324
	Iteration 31Q: 3 clusters Score -3481056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3481067.000000 Penalty: 5199.132324
	Iteration 32Q: 3 clusters Score -3481067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3481067.750000 Penalty: 5199.132324
	Iteration 33Q: 3 clusters Score -3481068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3481067.500000 Penalty: 5199.132324
	Iteration 34Q: 3 clusters Score -3481068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3481067.250000 Penalty: 5199.132324
	Iteration 35Q: 3 clusters Score -3481067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3481080.000000 Penalty: 5199.132324
	Iteration 36Q: 3 clusters Score -3481080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3481081.000000 Penalty: 5199.132324
	Iteration 37Q: 3 clusters Score -3481081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3481085.750000 Penalty: 5199.132324
	Iteration 38Q: 3 clusters Score -3481086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3481088.750000 Penalty: 5199.132324
	Iteration 39Q: 3 clusters Score -3481089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3481087.500000 Penalty: 5199.132324
	Iteration 40F: 3 clusters Score -3481088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Entering Unmasked Estep 
Score: -1138592.875000 Penalty: 2325.506104
	Iteration 0F: 2 clusters Score -1138593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1129826.250000 Penalty: 4651.012207
	Iteration 0F: 3 clusters Score -1129826 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1132445.125000 Penalty: 4651.012207
	Iteration 1F: 3 clusters Score -1132445 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1132744.375000 Penalty: 4651.012207
	Iteration 2F: 3 clusters Score -1132744 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1132998.250000 Penalty: 4651.012207
	Iteration 3Q: 3 clusters Score -1132998 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1133263.875000 Penalty: 4651.012207
	Iteration 4Q: 3 clusters Score -1133264 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1133532.125000 Penalty: 4651.012207
	Iteration 5Q: 3 clusters Score -1133532 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1133822.125000 Penalty: 4651.012207
	Iteration 6Q: 3 clusters Score -1133822 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1134170.125000 Penalty: 4651.012207
	Iteration 7Q: 3 clusters Score -1134170 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1134613.875000 Penalty: 4651.012207
	Iteration 8Q: 3 clusters Score -1134614 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1135221.250000 Penalty: 4651.012207
	Iteration 9F: 3 clusters Score -1135221 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1135796.000000 Penalty: 4651.012207
	Iteration 10F: 3 clusters Score -1135796 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1136392.750000 Penalty: 4651.012207
	Iteration 11Q: 3 clusters Score -1136393 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1137116.125000 Penalty: 4651.012207
	Iteration 12Q: 3 clusters Score -1137116 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1137794.000000 Penalty: 4651.012207
	Iteration 13Q: 3 clusters Score -1137794 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1138143.125000 Penalty: 4651.012207
	Iteration 14Q: 3 clusters Score -1138143 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1138287.000000 Penalty: 4651.012207
	Iteration 15Q: 3 clusters Score -1138287 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1138329.625000 Penalty: 4651.012207
	Iteration 16Q: 3 clusters Score -1138330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1138342.375000 Penalty: 4651.012207
	Iteration 17Q: 3 clusters Score -1138342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1138348.500000 Penalty: 4651.012207
	Iteration 18Q: 3 clusters Score -1138348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1138347.875000 Penalty: 4651.012207
	Iteration 19Q: 3 clusters Score -1138348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1138360.875000 Penalty: 4651.012207
	Iteration 20F: 3 clusters Score -1138361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1138368.500000 Penalty: 4651.012207
	Iteration 21Q: 3 clusters Score -1138368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1138371.875000 Penalty: 4651.012207
	Iteration 22Q: 3 clusters Score -1138372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1138371.750000 Penalty: 4651.012207
	Iteration 23Q: 3 clusters Score -1138372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1138371.875000 Penalty: 4651.012207
	Iteration 24Q: 3 clusters Score -1138372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1138373.625000 Penalty: 4651.012207
	Iteration 25Q: 3 clusters Score -1138374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1138373.750000 Penalty: 4651.012207
	Iteration 26Q: 3 clusters Score -1138374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1138375.500000 Penalty: 4651.012207
	Iteration 27Q: 3 clusters Score -1138376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1138373.125000 Penalty: 4651.012207
	Iteration 28Q: 3 clusters Score -1138373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1138373.125000 Penalty: 4651.012207
	Iteration 29F: 3 clusters Score -1138373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Entering Unmasked Estep 
Score: -557571.062500 Penalty: 2151.962646
	Iteration 0F: 2 clusters Score -557571.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -552447.125000 Penalty: 4303.925293
	Iteration 0F: 3 clusters Score -552447.1 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -553717.125000 Penalty: 4303.925293
	Iteration 1F: 3 clusters Score -553717.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -553952.625000 Penalty: 4303.925293
	Iteration 2F: 3 clusters Score -553952.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -554095.125000 Penalty: 4303.925293
	Iteration 3F: 3 clusters Score -554095.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -554218.250000 Penalty: 4303.925293
	Iteration 4Q: 3 clusters Score -554218.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -554341.750000 Penalty: 4303.925293
	Iteration 5Q: 3 clusters Score -554341.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -554488.812500 Penalty: 4303.925293
	Iteration 6Q: 3 clusters Score -554488.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -554703.375000 Penalty: 4303.925293
	Iteration 7Q: 3 clusters Score -554703.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -554957.437500 Penalty: 4303.925293
	Iteration 8F: 3 clusters Score -554957.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -555226.125000 Penalty: 4303.925293
	Iteration 9F: 3 clusters Score -555226.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -555493.000000 Penalty: 4303.925293
	Iteration 10Q: 3 clusters Score -555493 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -555732.500000 Penalty: 4303.925293
	Iteration 11Q: 3 clusters Score -555732.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -555908.062500 Penalty: 4303.925293
	Iteration 12Q: 3 clusters Score -555908.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -556046.125000 Penalty: 4303.925293
	Iteration 13Q: 3 clusters Score -556046.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -556159.187500 Penalty: 4303.925293
	Iteration 14Q: 3 clusters Score -556159.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -556274.062500 Penalty: 4303.925293
	Iteration 15Q: 3 clusters Score -556274.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -556395.187500 Penalty: 4303.925293
	Iteration 16Q: 3 clusters Score -556395.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -556508.062500 Penalty: 4303.925293
	Iteration 17Q: 3 clusters Score -556508.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -556622.312500 Penalty: 4303.925293
	Iteration 18Q: 3 clusters Score -556622.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -556709.687500 Penalty: 4303.925293
	Iteration 19Q: 3 clusters Score -556709.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -556786.625000 Penalty: 4303.925293
	Iteration 20F: 3 clusters Score -556786.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -556828.187500 Penalty: 4303.925293
	Iteration 21Q: 3 clusters Score -556828.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -556849.062500 Penalty: 4303.925293
	Iteration 22Q: 3 clusters Score -556849.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -556865.437500 Penalty: 4303.925293
	Iteration 23Q: 3 clusters Score -556865.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -556872.562500 Penalty: 4303.925293
	Iteration 24Q: 3 clusters Score -556872.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -556878.500000 Penalty: 4303.925293
	Iteration 25Q: 3 clusters Score -556878.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -556879.875000 Penalty: 4303.925293
	Iteration 26Q: 3 clusters Score -556879.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -556881.875000 Penalty: 4303.925293
	Iteration 27Q: 3 clusters Score -556881.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -556883.250000 Penalty: 4303.925293
	Iteration 28Q: 3 clusters Score -556883.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -556884.375000 Penalty: 4303.925293
	Iteration 29Q: 3 clusters Score -556884.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -556884.875000 Penalty: 4303.925293
	Iteration 30Q: 3 clusters Score -556884.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -556886.250000 Penalty: 4303.925293
	Iteration 31Q: 3 clusters Score -556886.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -556887.625000 Penalty: 4303.925293
	Iteration 32Q: 3 clusters Score -556887.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -556888.812500 Penalty: 4303.925293
	Iteration 33Q: 3 clusters Score -556888.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -556888.000000 Penalty: 4303.925293
	Iteration 34Q: 3 clusters Score -556888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -556888.437500 Penalty: 4303.925293
	Iteration 35Q: 3 clusters Score -556888.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -556889.625000 Penalty: 4303.925293
	Iteration 36Q: 3 clusters Score -556889.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -556889.625000 Penalty: 4303.925293
	Iteration 37F: 3 clusters Score -556889.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (218568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218568 members 
Entering Unmasked Estep 
Score: -21397376.000000 Penalty: 3049.123291
	Iteration 0F: 2 clusters Score -2.139738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109150 members 
Mstep: Class 2 contains 109418 members 
Entering Unmasked Estep 
Score: -21253012.000000 Penalty: 6098.246582
	Iteration 0F: 3 clusters Score -2.125301e+07 nChanged 105405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106543 members 
Mstep: Class 2 contains 112025 members 
Entering Unmasked Estep 
Score: -21314802.000000 Penalty: 6098.246582
	Iteration 1F: 3 clusters Score -2.13148e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105027 members 
Mstep: Class 2 contains 113541 members 
Entering Unmasked Estep 
Score: -21315790.000000 Penalty: 6098.246582
	Iteration 2Q: 3 clusters Score -2.131579e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102571 members 
Mstep: Class 2 contains 115997 members 
Entering Unmasked Estep 
Score: -21316996.000000 Penalty: 6098.246582
	Iteration 3Q: 3 clusters Score -2.1317e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98555 members 
Mstep: Class 2 contains 120013 members 
Entering Unmasked Estep 
Score: -21318512.000000 Penalty: 6098.246582
	Iteration 4Q: 3 clusters Score -2.131851e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92318 members 
Mstep: Class 2 contains 126250 members 
Entering Unmasked Estep 
Score: -21321370.000000 Penalty: 6098.246582
	Iteration 5Q: 3 clusters Score -2.132137e+07 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82614 members 
Mstep: Class 2 contains 135954 members 
Entering Unmasked Estep 
Score: -21326754.000000 Penalty: 6098.246582
	Iteration 6F: 3 clusters Score -2.132675e+07 nChanged 14849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 149803 members 
Entering Unmasked Estep 
Score: -21336178.000000 Penalty: 6098.246582
	Iteration 7F: 3 clusters Score -2.133618e+07 nChanged 18175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 167282 members 
Entering Unmasked Estep 
Score: -21350696.000000 Penalty: 6098.246582
	Iteration 8F: 3 clusters Score -2.13507e+07 nChanged 18471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 185467 members 
Entering Unmasked Estep 
Score: -21366414.000000 Penalty: 6098.246582
	Iteration 9F: 3 clusters Score -2.136641e+07 nChanged 14837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 200204 members 
Entering Unmasked Estep 
Score: -21379114.000000 Penalty: 6098.246582
	Iteration 10F: 3 clusters Score -2.137911e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 209615 members 
Entering Unmasked Estep 
Score: -21387260.000000 Penalty: 6098.246582
	Iteration 11Q: 3 clusters Score -2.138726e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 214658 members 
Entering Unmasked Estep 
Score: -21391580.000000 Penalty: 6098.246582
	Iteration 12Q: 3 clusters Score -2.139158e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 216854 members 
Entering Unmasked Estep 
Score: -21393436.000000 Penalty: 6098.246582
	Iteration 13Q: 3 clusters Score -2.139344e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 217678 members 
Entering Unmasked Estep 
Score: -21394098.000000 Penalty: 6098.246582
	Iteration 14Q: 3 clusters Score -2.13941e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 217979 members 
Entering Unmasked Estep 
Score: -21394402.000000 Penalty: 6098.246582
	Iteration 15Q: 3 clusters Score -2.13944e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 218103 members 
Entering Unmasked Estep 
Score: -21394592.000000 Penalty: 6098.246582
	Iteration 16Q: 3 clusters Score -2.139459e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 218143 members 
Entering Unmasked Estep 
Score: -21394662.000000 Penalty: 6098.246582
	Iteration 17Q: 3 clusters Score -2.139466e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 218173 members 
Entering Unmasked Estep 
Score: -21394708.000000 Penalty: 6098.246582
	Iteration 18Q: 3 clusters Score -2.139471e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 218191 members 
Entering Unmasked Estep 
Score: -21394730.000000 Penalty: 6098.246582
	Iteration 19Q: 3 clusters Score -2.139473e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 218195 members 
Entering Unmasked Estep 
Score: -21394764.000000 Penalty: 6098.246582
	Iteration 20F: 3 clusters Score -2.139476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 218195 members 
Entering Unmasked Estep 
Score: -21394772.000000 Penalty: 6098.246582
	Iteration 21Q: 3 clusters Score -2.139477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 218197 members 
Entering Unmasked Estep 
Score: -21394780.000000 Penalty: 6098.246582
	Iteration 22Q: 3 clusters Score -2.139478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 218200 members 
Entering Unmasked Estep 
Score: -21394776.000000 Penalty: 6098.246582
	Iteration 23Q: 3 clusters Score -2.139478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 218201 members 
Entering Unmasked Estep 
Score: -21394786.000000 Penalty: 6098.246582
	Iteration 24Q: 3 clusters Score -2.139479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 218205 members 
Entering Unmasked Estep 
Score: -21394804.000000 Penalty: 6098.246582
	Iteration 25Q: 3 clusters Score -2.13948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 218205 members 
Entering Unmasked Estep 
Score: -21394800.000000 Penalty: 6098.246582
	Iteration 26Q: 3 clusters Score -2.13948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 218205 members 
Entering Unmasked Estep 
Score: -21394800.000000 Penalty: 6098.246582
	Iteration 27Q: 3 clusters Score -2.13948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 218205 members 
Entering Unmasked Estep 
Score: -21394800.000000 Penalty: 6098.246582
	Iteration 28F: 3 clusters Score -2.13948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102240 members 
Entering Unmasked Estep 
Score: -10083218.000000 Penalty: 2860.699463
	Iteration 0F: 2 clusters Score -1.008322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -10014594.000000 Penalty: 5721.398926
	Iteration 0F: 3 clusters Score -1.001459e+07 nChanged 48736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -10042465.000000 Penalty: 5721.398926
	Iteration 1F: 3 clusters Score -1.004246e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -10043298.000000 Penalty: 5721.398926
	Iteration 2Q: 3 clusters Score -1.00433e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -10044125.000000 Penalty: 5721.398926
	Iteration 3Q: 3 clusters Score -1.004412e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -10044988.000000 Penalty: 5721.398926
	Iteration 4Q: 3 clusters Score -1.004499e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -10046199.000000 Penalty: 5721.398926
	Iteration 5Q: 3 clusters Score -1.00462e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60291 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -10047926.000000 Penalty: 5721.398926
	Iteration 6Q: 3 clusters Score -1.004793e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -10050391.000000 Penalty: 5721.398926
	Iteration 7Q: 3 clusters Score -1.005039e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69763 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -10054203.000000 Penalty: 5721.398926
	Iteration 8F: 3 clusters Score -1.00542e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -10059260.000000 Penalty: 5721.398926
	Iteration 9F: 3 clusters Score -1.005926e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -10065251.000000 Penalty: 5721.398926
	Iteration 10F: 3 clusters Score -1.006525e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -10071014.000000 Penalty: 5721.398926
	Iteration 11F: 3 clusters Score -1.007101e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95399 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -10075427.000000 Penalty: 5721.398926
	Iteration 12Q: 3 clusters Score -1.007543e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98543 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -10078003.000000 Penalty: 5721.398926
	Iteration 13Q: 3 clusters Score -1.0078e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100240 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -10079363.000000 Penalty: 5721.398926
	Iteration 14Q: 3 clusters Score -1.007936e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -10080066.000000 Penalty: 5721.398926
	Iteration 15Q: 3 clusters Score -1.008007e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101405 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10080347.000000 Penalty: 5721.398926
	Iteration 16Q: 3 clusters Score -1.008035e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101571 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10080495.000000 Penalty: 5721.398926
	Iteration 17Q: 3 clusters Score -1.00805e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101662 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10080600.000000 Penalty: 5721.398926
	Iteration 18Q: 3 clusters Score -1.00806e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101715 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10080675.000000 Penalty: 5721.398926
	Iteration 19Q: 3 clusters Score -1.008068e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101745 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10080708.000000 Penalty: 5721.398926
	Iteration 20F: 3 clusters Score -1.008071e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -10080714.000000 Penalty: 5721.398926
	Iteration 21Q: 3 clusters Score -1.008071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101780 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -10080738.000000 Penalty: 5721.398926
	Iteration 22Q: 3 clusters Score -1.008074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101788 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10080745.000000 Penalty: 5721.398926
	Iteration 23Q: 3 clusters Score -1.008074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101794 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10080749.000000 Penalty: 5721.398926
	Iteration 24Q: 3 clusters Score -1.008075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101798 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10080759.000000 Penalty: 5721.398926
	Iteration 25Q: 3 clusters Score -1.008076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101804 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -10080772.000000 Penalty: 5721.398926
	Iteration 26Q: 3 clusters Score -1.008077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101806 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -10080769.000000 Penalty: 5721.398926
	Iteration 27Q: 3 clusters Score -1.008077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101805 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -10080777.000000 Penalty: 5721.398926
	Iteration 28Q: 3 clusters Score -1.008078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101804 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -10080776.000000 Penalty: 5721.398926
	Iteration 29Q: 3 clusters Score -1.008078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101804 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -10080776.000000 Penalty: 5721.398926
	Iteration 30F: 3 clusters Score -1.008078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Entering Unmasked Estep 
Score: -807135.500000 Penalty: 2232.119873
	Iteration 0F: 2 clusters Score -807135.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -800669.937500 Penalty: 4464.239746
	Iteration 0F: 3 clusters Score -800669.9 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -802439.812500 Penalty: 4464.239746
	Iteration 1F: 3 clusters Score -802439.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -802699.187500 Penalty: 4464.239746
	Iteration 2F: 3 clusters Score -802699.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -802841.687500 Penalty: 4464.239746
	Iteration 3Q: 3 clusters Score -802841.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -802950.812500 Penalty: 4464.239746
	Iteration 4Q: 3 clusters Score -802950.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -803035.562500 Penalty: 4464.239746
	Iteration 5Q: 3 clusters Score -803035.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -803105.687500 Penalty: 4464.239746
	Iteration 6Q: 3 clusters Score -803105.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -803169.250000 Penalty: 4464.239746
	Iteration 7Q: 3 clusters Score -803169.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -803224.062500 Penalty: 4464.239746
	Iteration 8Q: 3 clusters Score -803224.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -803268.187500 Penalty: 4464.239746
	Iteration 9Q: 3 clusters Score -803268.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -803312.187500 Penalty: 4464.239746
	Iteration 10Q: 3 clusters Score -803312.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -803364.312500 Penalty: 4464.239746
	Iteration 11Q: 3 clusters Score -803364.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -803415.812500 Penalty: 4464.239746
	Iteration 12Q: 3 clusters Score -803415.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -803493.812500 Penalty: 4464.239746
	Iteration 13Q: 3 clusters Score -803493.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -803575.000000 Penalty: 4464.239746
	Iteration 14Q: 3 clusters Score -803575 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -803664.312500 Penalty: 4464.239746
	Iteration 15Q: 3 clusters Score -803664.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -803760.375000 Penalty: 4464.239746
	Iteration 16Q: 3 clusters Score -803760.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -803870.437500 Penalty: 4464.239746
	Iteration 17Q: 3 clusters Score -803870.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -803980.750000 Penalty: 4464.239746
	Iteration 18Q: 3 clusters Score -803980.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -804092.375000 Penalty: 4464.239746
	Iteration 19Q: 3 clusters Score -804092.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -804238.562500 Penalty: 4464.239746
	Iteration 20F: 3 clusters Score -804238.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -804402.812500 Penalty: 4464.239746
	Iteration 21Q: 3 clusters Score -804402.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -804555.187500 Penalty: 4464.239746
	Iteration 22Q: 3 clusters Score -804555.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -804676.687500 Penalty: 4464.239746
	Iteration 23Q: 3 clusters Score -804676.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -804786.187500 Penalty: 4464.239746
	Iteration 24Q: 3 clusters Score -804786.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -804879.687500 Penalty: 4464.239746
	Iteration 25Q: 3 clusters Score -804879.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -804945.000000 Penalty: 4464.239746
	Iteration 26Q: 3 clusters Score -804945 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -804982.500000 Penalty: 4464.239746
	Iteration 27Q: 3 clusters Score -804982.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -805012.750000 Penalty: 4464.239746
	Iteration 28Q: 3 clusters Score -805012.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -805041.062500 Penalty: 4464.239746
	Iteration 29Q: 3 clusters Score -805041.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -805064.000000 Penalty: 4464.239746
	Iteration 30Q: 3 clusters Score -805064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -805081.312500 Penalty: 4464.239746
	Iteration 31Q: 3 clusters Score -805081.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -805093.312500 Penalty: 4464.239746
	Iteration 32Q: 3 clusters Score -805093.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -805105.062500 Penalty: 4464.239746
	Iteration 33Q: 3 clusters Score -805105.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -805115.625000 Penalty: 4464.239746
	Iteration 34Q: 3 clusters Score -805115.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -805125.375000 Penalty: 4464.239746
	Iteration 35Q: 3 clusters Score -805125.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -805130.937500 Penalty: 4464.239746
	Iteration 36Q: 3 clusters Score -805130.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -805136.500000 Penalty: 4464.239746
	Iteration 37Q: 3 clusters Score -805136.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -805137.062500 Penalty: 4464.239746
	Iteration 38Q: 3 clusters Score -805137.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -805136.500000 Penalty: 4464.239746
	Iteration 39Q: 3 clusters Score -805136.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -805137.187500 Penalty: 4464.239746
	Iteration 40F: 3 clusters Score -805137.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Entering Unmasked Estep 
Score: -1926973.875000 Penalty: 2470.573975
	Iteration 0F: 2 clusters Score -1926974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1912192.000000 Penalty: 4941.147949
	Iteration 0F: 3 clusters Score -1912192 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1917701.250000 Penalty: 4941.147949
	Iteration 1F: 3 clusters Score -1917701 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1918932.125000 Penalty: 4941.147949
	Iteration 2F: 3 clusters Score -1918932 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1920324.875000 Penalty: 4941.147949
	Iteration 3F: 3 clusters Score -1920325 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1921630.000000 Penalty: 4941.147949
	Iteration 4F: 3 clusters Score -1921630 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1922622.750000 Penalty: 4941.147949
	Iteration 5F: 3 clusters Score -1922623 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1923240.000000 Penalty: 4941.147949
	Iteration 6F: 3 clusters Score -1923240 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1923582.125000 Penalty: 4941.147949
	Iteration 7Q: 3 clusters Score -1923582 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1923837.750000 Penalty: 4941.147949
	Iteration 8Q: 3 clusters Score -1923838 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1924037.125000 Penalty: 4941.147949
	Iteration 9Q: 3 clusters Score -1924037 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1924218.000000 Penalty: 4941.147949
	Iteration 10Q: 3 clusters Score -1924218 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1924411.625000 Penalty: 4941.147949
	Iteration 11Q: 3 clusters Score -1924412 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1924610.875000 Penalty: 4941.147949
	Iteration 12Q: 3 clusters Score -1924611 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1924768.625000 Penalty: 4941.147949
	Iteration 13Q: 3 clusters Score -1924769 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1924863.125000 Penalty: 4941.147949
	Iteration 14Q: 3 clusters Score -1924863 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1924931.625000 Penalty: 4941.147949
	Iteration 15Q: 3 clusters Score -1924932 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1924999.125000 Penalty: 4941.147949
	Iteration 16Q: 3 clusters Score -1924999 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1925080.500000 Penalty: 4941.147949
	Iteration 17Q: 3 clusters Score -1925080 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1925171.750000 Penalty: 4941.147949
	Iteration 18Q: 3 clusters Score -1925172 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1925268.625000 Penalty: 4941.147949
	Iteration 19Q: 3 clusters Score -1925269 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1925398.875000 Penalty: 4941.147949
	Iteration 20F: 3 clusters Score -1925399 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1925490.125000 Penalty: 4941.147949
	Iteration 21Q: 3 clusters Score -1925490 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1925586.750000 Penalty: 4941.147949
	Iteration 22Q: 3 clusters Score -1925587 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1925663.250000 Penalty: 4941.147949
	Iteration 23Q: 3 clusters Score -1925663 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1925742.125000 Penalty: 4941.147949
	Iteration 24Q: 3 clusters Score -1925742 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1925872.250000 Penalty: 4941.147949
	Iteration 25Q: 3 clusters Score -1925872 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1926105.000000 Penalty: 4941.147949
	Iteration 26Q: 3 clusters Score -1926105 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1926279.625000 Penalty: 4941.147949
	Iteration 27Q: 3 clusters Score -1926280 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1926349.750000 Penalty: 4941.147949
	Iteration 28Q: 3 clusters Score -1926350 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1926373.750000 Penalty: 4941.147949
	Iteration 29Q: 3 clusters Score -1926374 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1926398.250000 Penalty: 4941.147949
	Iteration 30Q: 3 clusters Score -1926398 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1926412.750000 Penalty: 4941.147949
	Iteration 31Q: 3 clusters Score -1926413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1926422.875000 Penalty: 4941.147949
	Iteration 32Q: 3 clusters Score -1926423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1926426.125000 Penalty: 4941.147949
	Iteration 33Q: 3 clusters Score -1926426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1926430.375000 Penalty: 4941.147949
	Iteration 34Q: 3 clusters Score -1926430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1926428.750000 Penalty: 4941.147949
	Iteration 35Q: 3 clusters Score -1926429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1926430.250000 Penalty: 4941.147949
	Iteration 36Q: 3 clusters Score -1926430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1926430.500000 Penalty: 4941.147949
	Iteration 37Q: 3 clusters Score -1926430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1926430.375000 Penalty: 4941.147949
	Iteration 38Q: 3 clusters Score -1926430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1926434.000000 Penalty: 4941.147949
	Iteration 39Q: 3 clusters Score -1926434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1926439.250000 Penalty: 4941.147949
	Iteration 40F: 3 clusters Score -1926439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1926438.000000 Penalty: 4941.147949
	Iteration 41Q: 3 clusters Score -1926438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1926437.000000 Penalty: 4941.147949
	Iteration 42Q: 3 clusters Score -1926437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1926439.125000 Penalty: 4941.147949
	Iteration 43Q: 3 clusters Score -1926439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1926442.500000 Penalty: 4941.147949
	Iteration 44Q: 3 clusters Score -1926442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1926443.000000 Penalty: 4941.147949
	Iteration 45Q: 3 clusters Score -1926443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1926444.625000 Penalty: 4941.147949
	Iteration 46Q: 3 clusters Score -1926445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1926442.375000 Penalty: 4941.147949
	Iteration 47Q: 3 clusters Score -1926442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1926442.375000 Penalty: 4941.147949
	Iteration 48F: 3 clusters Score -1926442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (136818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136818 members 
Entering Unmasked Estep 
Score: -13246873.000000 Penalty: 2932.948730
	Iteration 0F: 2 clusters Score -1.324687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -13155462.000000 Penalty: 5865.897461
	Iteration 0F: 3 clusters Score -1.315546e+07 nChanged 65102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67308 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -13193627.000000 Penalty: 5865.897461
	Iteration 1F: 3 clusters Score -1.319363e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66542 members 
Mstep: Class 2 contains 70276 members 
Entering Unmasked Estep 
Score: -13195255.000000 Penalty: 5865.897461
	Iteration 2Q: 3 clusters Score -1.319526e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 71209 members 
Entering Unmasked Estep 
Score: -13197477.000000 Penalty: 5865.897461
	Iteration 3Q: 3 clusters Score -1.319748e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64312 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
Score: -13200543.000000 Penalty: 5865.897461
	Iteration 4Q: 3 clusters Score -1.320054e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 74152 members 
Entering Unmasked Estep 
Score: -13204017.000000 Penalty: 5865.897461
	Iteration 5F: 3 clusters Score -1.320402e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -13207793.000000 Penalty: 5865.897461
	Iteration 6F: 3 clusters Score -1.320779e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 79139 members 
Entering Unmasked Estep 
Score: -13212208.000000 Penalty: 5865.897461
	Iteration 7F: 3 clusters Score -1.321221e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 82447 members 
Entering Unmasked Estep 
Score: -13217367.000000 Penalty: 5865.897461
	Iteration 8F: 3 clusters Score -1.321737e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 85808 members 
Entering Unmasked Estep 
Score: -13222184.000000 Penalty: 5865.897461
	Iteration 9F: 3 clusters Score -1.322218e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 89034 members 
Entering Unmasked Estep 
Score: -13225941.000000 Penalty: 5865.897461
	Iteration 10Q: 3 clusters Score -1.322594e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 91902 members 
Entering Unmasked Estep 
Score: -13227997.000000 Penalty: 5865.897461
	Iteration 11Q: 3 clusters Score -1.3228e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 94614 members 
Entering Unmasked Estep 
Score: -13229168.000000 Penalty: 5865.897461
	Iteration 12Q: 3 clusters Score -1.322917e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 97306 members 
Entering Unmasked Estep 
Score: -13230181.000000 Penalty: 5865.897461
	Iteration 13Q: 3 clusters Score -1.323018e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 100025 members 
Entering Unmasked Estep 
Score: -13231120.000000 Penalty: 5865.897461
	Iteration 14Q: 3 clusters Score -1.323112e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 102714 members 
Entering Unmasked Estep 
Score: -13232116.000000 Penalty: 5865.897461
	Iteration 15Q: 3 clusters Score -1.323212e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 105508 members 
Entering Unmasked Estep 
Score: -13233081.000000 Penalty: 5865.897461
	Iteration 16Q: 3 clusters Score -1.323308e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 108306 members 
Entering Unmasked Estep 
Score: -13234203.000000 Penalty: 5865.897461
	Iteration 17Q: 3 clusters Score -1.32342e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 111104 members 
Entering Unmasked Estep 
Score: -13235467.000000 Penalty: 5865.897461
	Iteration 18Q: 3 clusters Score -1.323547e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 113956 members 
Entering Unmasked Estep 
Score: -13236759.000000 Penalty: 5865.897461
	Iteration 19Q: 3 clusters Score -1.323676e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 116751 members 
Entering Unmasked Estep 
Score: -13238101.000000 Penalty: 5865.897461
	Iteration 20F: 3 clusters Score -1.32381e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 119420 members 
Entering Unmasked Estep 
Score: -13239643.000000 Penalty: 5865.897461
	Iteration 21Q: 3 clusters Score -1.323964e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 121922 members 
Entering Unmasked Estep 
Score: -13241164.000000 Penalty: 5865.897461
	Iteration 22Q: 3 clusters Score -1.324116e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 124152 members 
Entering Unmasked Estep 
Score: -13242644.000000 Penalty: 5865.897461
	Iteration 23Q: 3 clusters Score -1.324264e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 126085 members 
Entering Unmasked Estep 
Score: -13243939.000000 Penalty: 5865.897461
	Iteration 24Q: 3 clusters Score -1.324394e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 127644 members 
Entering Unmasked Estep 
Score: -13245101.000000 Penalty: 5865.897461
	Iteration 25Q: 3 clusters Score -1.32451e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 128829 members 
Entering Unmasked Estep 
Score: -13245969.000000 Penalty: 5865.897461
	Iteration 26Q: 3 clusters Score -1.324597e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 129737 members 
Entering Unmasked Estep 
Score: -13246609.000000 Penalty: 5865.897461
	Iteration 27Q: 3 clusters Score -1.324661e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 130374 members 
Entering Unmasked Estep 
Score: -13246880.000000 Penalty: 5865.897461
	Iteration 28Q: 3 clusters Score -1.324688e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 130845 members 
Entering Unmasked Estep 
Score: -13247107.000000 Penalty: 5865.897461
	Iteration 29Q: 3 clusters Score -1.324711e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 131178 members 
Entering Unmasked Estep 
Score: -13247277.000000 Penalty: 5865.897461
	Iteration 30Q: 3 clusters Score -1.324728e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 131411 members 
Entering Unmasked Estep 
Score: -13247406.000000 Penalty: 5865.897461
	Iteration 31Q: 3 clusters Score -1.324741e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 131589 members 
Entering Unmasked Estep 
Score: -13247421.000000 Penalty: 5865.897461
	Iteration 32Q: 3 clusters Score -1.324742e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 131738 members 
Entering Unmasked Estep 
Score: -13247442.000000 Penalty: 5865.897461
	Iteration 33Q: 3 clusters Score -1.324744e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 131857 members 
Entering Unmasked Estep 
Score: -13247461.000000 Penalty: 5865.897461
	Iteration 34Q: 3 clusters Score -1.324746e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 131964 members 
Entering Unmasked Estep 
Score: -13247476.000000 Penalty: 5865.897461
	Iteration 35Q: 3 clusters Score -1.324748e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 132049 members 
Entering Unmasked Estep 
Score: -13247475.000000 Penalty: 5865.897461
	Iteration 36Q: 3 clusters Score -1.324748e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 132122 members 
Entering Unmasked Estep 
Score: -13247473.000000 Penalty: 5865.897461
	Iteration 37Q: 3 clusters Score -1.324747e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 132174 members 
Entering Unmasked Estep 
Score: -13247494.000000 Penalty: 5865.897461
	Iteration 38Q: 3 clusters Score -1.324749e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 132212 members 
Entering Unmasked Estep 
Score: -13247497.000000 Penalty: 5865.897461
	Iteration 39Q: 3 clusters Score -1.32475e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 132241 members 
Entering Unmasked Estep 
Score: -13247503.000000 Penalty: 5865.897461
	Iteration 40F: 3 clusters Score -1.32475e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 132270 members 
Entering Unmasked Estep 
Score: -13247513.000000 Penalty: 5865.897461
	Iteration 41Q: 3 clusters Score -1.324751e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 132279 members 
Entering Unmasked Estep 
Score: -13247523.000000 Penalty: 5865.897461
	Iteration 42Q: 3 clusters Score -1.324752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 132286 members 
Entering Unmasked Estep 
Score: -13247534.000000 Penalty: 5865.897461
	Iteration 43Q: 3 clusters Score -1.324753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 132294 members 
Entering Unmasked Estep 
Score: -13247538.000000 Penalty: 5865.897461
	Iteration 44Q: 3 clusters Score -1.324754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 132304 members 
Entering Unmasked Estep 
Score: -13247519.000000 Penalty: 5865.897461
	Iteration 45Q: 3 clusters Score -1.324752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 132308 members 
Entering Unmasked Estep 
Score: -13247523.000000 Penalty: 5865.897461
	Iteration 46Q: 3 clusters Score -1.324752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 132313 members 
Entering Unmasked Estep 
Score: -13247520.000000 Penalty: 5865.897461
	Iteration 47Q: 3 clusters Score -1.324752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 132323 members 
Entering Unmasked Estep 
Score: -13247531.000000 Penalty: 5865.897461
	Iteration 48Q: 3 clusters Score -1.324753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 132329 members 
Entering Unmasked Estep 
Score: -13247533.000000 Penalty: 5865.897461
	Iteration 49Q: 3 clusters Score -1.324753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 132334 members 
Entering Unmasked Estep 
Score: -13247520.000000 Penalty: 5865.897461
	Iteration 50Q: 3 clusters Score -1.324752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 132335 members 
Entering Unmasked Estep 
Score: -13247524.000000 Penalty: 5865.897461
	Iteration 51Q: 3 clusters Score -1.324752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 132336 members 
Entering Unmasked Estep 
Score: -13247522.000000 Penalty: 5865.897461
	Iteration 52Q: 3 clusters Score -1.324752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 132337 members 
Entering Unmasked Estep 
Score: -13247519.000000 Penalty: 5865.897461
	Iteration 53Q: 3 clusters Score -1.324752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 132339 members 
Entering Unmasked Estep 
Score: -13247515.000000 Penalty: 5865.897461
	Iteration 54Q: 3 clusters Score -1.324752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 132339 members 
Entering Unmasked Estep 
Score: -13247515.000000 Penalty: 5865.897461
	Iteration 55F: 3 clusters Score -1.324752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218568 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 4479 members 
Mstep: Class 9 contains 44306 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 4785 members 
Mstep: Class 12 contains 8536 members 
Mstep: Class 13 contains 26492 members 
Mstep: Class 14 contains 307390 members 
Mstep: Class 15 contains 5380 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 223205 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63899 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6960 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8396 members 
Mstep: Class 29 contains 11148 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 10410 members 
Mstep: Class 34 contains 7313 members 
Mstep: Class 35 contains 132339 members 
Entering Unmasked Estep 
Score: -157700176.000000 Penalty: 124380.453125
Splitting cluster 8 changes total score from -157700416.000000 to -157700176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (44306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Entering Unmasked Estep 
Score: -4325610.500000 Penalty: 2653.321045
	Iteration 0F: 2 clusters Score -4325610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -4295793.000000 Penalty: 5306.642090
	Iteration 0F: 3 clusters Score -4295793 nChanged 20185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -4306917.000000 Penalty: 5306.642090
	Iteration 1F: 3 clusters Score -4306917 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -4307412.500000 Penalty: 5306.642090
	Iteration 2Q: 3 clusters Score -4307412 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -4307822.500000 Penalty: 5306.642090
	Iteration 3Q: 3 clusters Score -4307822 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -4308233.500000 Penalty: 5306.642090
	Iteration 4Q: 3 clusters Score -4308234 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -4308655.500000 Penalty: 5306.642090
	Iteration 5Q: 3 clusters Score -4308656 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -4309131.000000 Penalty: 5306.642090
	Iteration 6Q: 3 clusters Score -4309131 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -4309645.000000 Penalty: 5306.642090
	Iteration 7Q: 3 clusters Score -4309645 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -4310138.000000 Penalty: 5306.642090
	Iteration 8Q: 3 clusters Score -4310138 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -4310620.000000 Penalty: 5306.642090
	Iteration 9Q: 3 clusters Score -4310620 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -4311074.000000 Penalty: 5306.642090
	Iteration 10Q: 3 clusters Score -4311074 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -4311591.000000 Penalty: 5306.642090
	Iteration 11Q: 3 clusters Score -4311591 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -4312163.000000 Penalty: 5306.642090
	Iteration 12Q: 3 clusters Score -4312163 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -4312712.500000 Penalty: 5306.642090
	Iteration 13Q: 3 clusters Score -4312712 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -4313349.000000 Penalty: 5306.642090
	Iteration 14Q: 3 clusters Score -4313349 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -4314043.500000 Penalty: 5306.642090
	Iteration 15Q: 3 clusters Score -4314044 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -4314873.000000 Penalty: 5306.642090
	Iteration 16Q: 3 clusters Score -4314873 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -4315793.500000 Penalty: 5306.642090
	Iteration 17Q: 3 clusters Score -4315794 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -4316809.000000 Penalty: 5306.642090
	Iteration 18Q: 3 clusters Score -4316809 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -4318021.500000 Penalty: 5306.642090
	Iteration 19Q: 3 clusters Score -4318022 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -4319257.500000 Penalty: 5306.642090
	Iteration 20F: 3 clusters Score -4319258 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -4320356.000000 Penalty: 5306.642090
	Iteration 21Q: 3 clusters Score -4320356 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -4321244.500000 Penalty: 5306.642090
	Iteration 22Q: 3 clusters Score -4321244 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -4321907.000000 Penalty: 5306.642090
	Iteration 23Q: 3 clusters Score -4321907 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -4322335.000000 Penalty: 5306.642090
	Iteration 24Q: 3 clusters Score -4322335 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -4322635.500000 Penalty: 5306.642090
	Iteration 25Q: 3 clusters Score -4322636 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -4322824.000000 Penalty: 5306.642090
	Iteration 26Q: 3 clusters Score -4322824 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -4322939.500000 Penalty: 5306.642090
	Iteration 27Q: 3 clusters Score -4322940 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -4323052.500000 Penalty: 5306.642090
	Iteration 28Q: 3 clusters Score -4323052 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -4323162.500000 Penalty: 5306.642090
	Iteration 29Q: 3 clusters Score -4323162 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -4323240.000000 Penalty: 5306.642090
	Iteration 30Q: 3 clusters Score -4323240 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -4323295.500000 Penalty: 5306.642090
	Iteration 31Q: 3 clusters Score -4323296 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -4323337.500000 Penalty: 5306.642090
	Iteration 32Q: 3 clusters Score -4323338 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -4323376.500000 Penalty: 5306.642090
	Iteration 33Q: 3 clusters Score -4323376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -4323411.500000 Penalty: 5306.642090
	Iteration 34Q: 3 clusters Score -4323412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -4323426.500000 Penalty: 5306.642090
	Iteration 35Q: 3 clusters Score -4323426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -4323448.500000 Penalty: 5306.642090
	Iteration 36Q: 3 clusters Score -4323448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -4323459.500000 Penalty: 5306.642090
	Iteration 37Q: 3 clusters Score -4323460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -4323482.000000 Penalty: 5306.642090
	Iteration 38Q: 3 clusters Score -4323482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -4323479.000000 Penalty: 5306.642090
	Iteration 39Q: 3 clusters Score -4323479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -4323487.000000 Penalty: 5306.642090
	Iteration 40F: 3 clusters Score -4323487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -4323489.000000 Penalty: 5306.642090
	Iteration 41Q: 3 clusters Score -4323489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -4323499.500000 Penalty: 5306.642090
	Iteration 42Q: 3 clusters Score -4323500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -4323515.000000 Penalty: 5306.642090
	Iteration 43Q: 3 clusters Score -4323515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -4323520.000000 Penalty: 5306.642090
	Iteration 44Q: 3 clusters Score -4323520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -4323534.000000 Penalty: 5306.642090
	Iteration 45Q: 3 clusters Score -4323534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -4323522.000000 Penalty: 5306.642090
	Iteration 46Q: 3 clusters Score -4323522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -4323522.000000 Penalty: 5306.642090
	Iteration 47Q: 3 clusters Score -4323522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -4323527.500000 Penalty: 5306.642090
	Iteration 48Q: 3 clusters Score -4323528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -4323528.000000 Penalty: 5306.642090
	Iteration 49Q: 3 clusters Score -4323528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -4323532.000000 Penalty: 5306.642090
	Iteration 50Q: 3 clusters Score -4323532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -4323534.500000 Penalty: 5306.642090
	Iteration 51Q: 3 clusters Score -4323534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -4323534.500000 Penalty: 5306.642090
	Iteration 52Q: 3 clusters Score -4323534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -4323530.500000 Penalty: 5306.642090
	Iteration 53Q: 3 clusters Score -4323530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -4323532.000000 Penalty: 5306.642090
	Iteration 54Q: 3 clusters Score -4323532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -4323533.000000 Penalty: 5306.642090
	Iteration 55Q: 3 clusters Score -4323533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -4323533.000000 Penalty: 5306.642090
	Iteration 56F: 3 clusters Score -4323533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Entering Unmasked Estep 
Score: -1210609.250000 Penalty: 2347.392578
	Iteration 0F: 2 clusters Score -1210609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1201199.375000 Penalty: 4694.785156
	Iteration 0F: 3 clusters Score -1201199 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1204077.750000 Penalty: 4694.785156
	Iteration 1F: 3 clusters Score -1204078 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1204453.875000 Penalty: 4694.785156
	Iteration 2F: 3 clusters Score -1204454 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1204813.250000 Penalty: 4694.785156
	Iteration 3F: 3 clusters Score -1204813 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1205208.250000 Penalty: 4694.785156
	Iteration 4F: 3 clusters Score -1205208 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1205575.625000 Penalty: 4694.785156
	Iteration 5Q: 3 clusters Score -1205576 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1205960.500000 Penalty: 4694.785156
	Iteration 6Q: 3 clusters Score -1205960 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1206319.875000 Penalty: 4694.785156
	Iteration 7Q: 3 clusters Score -1206320 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1206666.250000 Penalty: 4694.785156
	Iteration 8Q: 3 clusters Score -1206666 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1206999.125000 Penalty: 4694.785156
	Iteration 9Q: 3 clusters Score -1206999 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1207278.500000 Penalty: 4694.785156
	Iteration 10Q: 3 clusters Score -1207278 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1207565.500000 Penalty: 4694.785156
	Iteration 11Q: 3 clusters Score -1207566 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1207799.750000 Penalty: 4694.785156
	Iteration 12Q: 3 clusters Score -1207800 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1207982.125000 Penalty: 4694.785156
	Iteration 13Q: 3 clusters Score -1207982 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1208131.375000 Penalty: 4694.785156
	Iteration 14Q: 3 clusters Score -1208131 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1208258.000000 Penalty: 4694.785156
	Iteration 15Q: 3 clusters Score -1208258 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1208365.250000 Penalty: 4694.785156
	Iteration 16Q: 3 clusters Score -1208365 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1208429.250000 Penalty: 4694.785156
	Iteration 17Q: 3 clusters Score -1208429 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1208473.250000 Penalty: 4694.785156
	Iteration 18Q: 3 clusters Score -1208473 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1208515.500000 Penalty: 4694.785156
	Iteration 19Q: 3 clusters Score -1208516 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1208550.500000 Penalty: 4694.785156
	Iteration 20F: 3 clusters Score -1208550 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1208576.000000 Penalty: 4694.785156
	Iteration 21Q: 3 clusters Score -1208576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1208612.125000 Penalty: 4694.785156
	Iteration 22Q: 3 clusters Score -1208612 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1208639.875000 Penalty: 4694.785156
	Iteration 23Q: 3 clusters Score -1208640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1208657.625000 Penalty: 4694.785156
	Iteration 24Q: 3 clusters Score -1208658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1208678.000000 Penalty: 4694.785156
	Iteration 25Q: 3 clusters Score -1208678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1208690.000000 Penalty: 4694.785156
	Iteration 26Q: 3 clusters Score -1208690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1208705.250000 Penalty: 4694.785156
	Iteration 27Q: 3 clusters Score -1208705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1208718.875000 Penalty: 4694.785156
	Iteration 28Q: 3 clusters Score -1208719 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1208729.500000 Penalty: 4694.785156
	Iteration 29Q: 3 clusters Score -1208730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1208735.750000 Penalty: 4694.785156
	Iteration 30Q: 3 clusters Score -1208736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1208743.125000 Penalty: 4694.785156
	Iteration 31Q: 3 clusters Score -1208743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1208746.000000 Penalty: 4694.785156
	Iteration 32Q: 3 clusters Score -1208746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1208753.500000 Penalty: 4694.785156
	Iteration 33Q: 3 clusters Score -1208754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1208753.500000 Penalty: 4694.785156
	Iteration 34Q: 3 clusters Score -1208754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1208760.625000 Penalty: 4694.785156
	Iteration 35Q: 3 clusters Score -1208761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1208763.875000 Penalty: 4694.785156
	Iteration 36Q: 3 clusters Score -1208764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1208766.625000 Penalty: 4694.785156
	Iteration 37Q: 3 clusters Score -1208767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1208769.625000 Penalty: 4694.785156
	Iteration 38Q: 3 clusters Score -1208770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1208771.000000 Penalty: 4694.785156
	Iteration 39Q: 3 clusters Score -1208771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1208773.000000 Penalty: 4694.785156
	Iteration 40F: 3 clusters Score -1208773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1208777.750000 Penalty: 4694.785156
	Iteration 41Q: 3 clusters Score -1208778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1208780.375000 Penalty: 4694.785156
	Iteration 42Q: 3 clusters Score -1208780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1208783.750000 Penalty: 4694.785156
	Iteration 43Q: 3 clusters Score -1208784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1208785.250000 Penalty: 4694.785156
	Iteration 44Q: 3 clusters Score -1208785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1208787.500000 Penalty: 4694.785156
	Iteration 45Q: 3 clusters Score -1208788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1208786.250000 Penalty: 4694.785156
	Iteration 46Q: 3 clusters Score -1208786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1208791.250000 Penalty: 4694.785156
	Iteration 47Q: 3 clusters Score -1208791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1208794.000000 Penalty: 4694.785156
	Iteration 48Q: 3 clusters Score -1208794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1208795.375000 Penalty: 4694.785156
	Iteration 49Q: 3 clusters Score -1208795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1208798.125000 Penalty: 4694.785156
	Iteration 50Q: 3 clusters Score -1208798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1208800.875000 Penalty: 4694.785156
	Iteration 51Q: 3 clusters Score -1208801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1208803.375000 Penalty: 4694.785156
	Iteration 52Q: 3 clusters Score -1208803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1208804.125000 Penalty: 4694.785156
	Iteration 53Q: 3 clusters Score -1208804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1208804.625000 Penalty: 4694.785156
	Iteration 54Q: 3 clusters Score -1208805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1208807.500000 Penalty: 4694.785156
	Iteration 55Q: 3 clusters Score -1208808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1208807.125000 Penalty: 4694.785156
	Iteration 56Q: 3 clusters Score -1208807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1208807.750000 Penalty: 4694.785156
	Iteration 57Q: 3 clusters Score -1208808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1208806.875000 Penalty: 4694.785156
	Iteration 58Q: 3 clusters Score -1208807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1208808.875000 Penalty: 4694.785156
	Iteration 59Q: 3 clusters Score -1208809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1208811.625000 Penalty: 4694.785156
	Iteration 60F: 3 clusters Score -1208812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1208813.125000 Penalty: 4694.785156
	Iteration 61Q: 3 clusters Score -1208813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1208813.750000 Penalty: 4694.785156
	Iteration 62Q: 3 clusters Score -1208814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1208813.625000 Penalty: 4694.785156
	Iteration 63Q: 3 clusters Score -1208814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1208814.750000 Penalty: 4694.785156
	Iteration 64Q: 3 clusters Score -1208815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1208814.750000 Penalty: 4694.785156
	Iteration 65F: 3 clusters Score -1208815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Entering Unmasked Estep 
Score: -416020.031250 Penalty: 2101.363770
	Iteration 0F: 2 clusters Score -416020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -411656.843750 Penalty: 4202.727539
	Iteration 0F: 3 clusters Score -411656.8 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -412892.562500 Penalty: 4202.727539
	Iteration 1F: 3 clusters Score -412892.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -413136.843750 Penalty: 4202.727539
	Iteration 2F: 3 clusters Score -413136.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -413311.093750 Penalty: 4202.727539
	Iteration 3F: 3 clusters Score -413311.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -413466.312500 Penalty: 4202.727539
	Iteration 4Q: 3 clusters Score -413466.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -413591.468750 Penalty: 4202.727539
	Iteration 5Q: 3 clusters Score -413591.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -413713.312500 Penalty: 4202.727539
	Iteration 6Q: 3 clusters Score -413713.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -413832.343750 Penalty: 4202.727539
	Iteration 7Q: 3 clusters Score -413832.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -413937.531250 Penalty: 4202.727539
	Iteration 8Q: 3 clusters Score -413937.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -414049.562500 Penalty: 4202.727539
	Iteration 9Q: 3 clusters Score -414049.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -414156.000000 Penalty: 4202.727539
	Iteration 10Q: 3 clusters Score -414156 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -414244.875000 Penalty: 4202.727539
	Iteration 11Q: 3 clusters Score -414244.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -414329.656250 Penalty: 4202.727539
	Iteration 12Q: 3 clusters Score -414329.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -414405.343750 Penalty: 4202.727539
	Iteration 13Q: 3 clusters Score -414405.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -414484.687500 Penalty: 4202.727539
	Iteration 14Q: 3 clusters Score -414484.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -414588.437500 Penalty: 4202.727539
	Iteration 15Q: 3 clusters Score -414588.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -414723.343750 Penalty: 4202.727539
	Iteration 16Q: 3 clusters Score -414723.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -414907.750000 Penalty: 4202.727539
	Iteration 17Q: 3 clusters Score -414907.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -415056.375000 Penalty: 4202.727539
	Iteration 18Q: 3 clusters Score -415056.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -415168.781250 Penalty: 4202.727539
	Iteration 19Q: 3 clusters Score -415168.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -415240.843750 Penalty: 4202.727539
	Iteration 20F: 3 clusters Score -415240.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -415290.187500 Penalty: 4202.727539
	Iteration 21Q: 3 clusters Score -415290.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -415302.593750 Penalty: 4202.727539
	Iteration 22Q: 3 clusters Score -415302.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -415316.250000 Penalty: 4202.727539
	Iteration 23Q: 3 clusters Score -415316.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -415320.187500 Penalty: 4202.727539
	Iteration 24Q: 3 clusters Score -415320.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -415323.000000 Penalty: 4202.727539
	Iteration 25Q: 3 clusters Score -415323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -415325.187500 Penalty: 4202.727539
	Iteration 26Q: 3 clusters Score -415325.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -415327.781250 Penalty: 4202.727539
	Iteration 27Q: 3 clusters Score -415327.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -415328.531250 Penalty: 4202.727539
	Iteration 28Q: 3 clusters Score -415328.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -415329.781250 Penalty: 4202.727539
	Iteration 29Q: 3 clusters Score -415329.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -415329.812500 Penalty: 4202.727539
	Iteration 30Q: 3 clusters Score -415329.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -415329.812500 Penalty: 4202.727539
	Iteration 31F: 3 clusters Score -415329.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Entering Unmasked Estep 
Score: -788372.875000 Penalty: 2244.907715
	Iteration 0F: 2 clusters Score -788372.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -781584.500000 Penalty: 4489.815430
	Iteration 0F: 3 clusters Score -781584.5 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -783355.187500 Penalty: 4489.815430
	Iteration 1F: 3 clusters Score -783355.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -783613.625000 Penalty: 4489.815430
	Iteration 2F: 3 clusters Score -783613.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -783790.687500 Penalty: 4489.815430
	Iteration 3F: 3 clusters Score -783790.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -783936.375000 Penalty: 4489.815430
	Iteration 4Q: 3 clusters Score -783936.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -784087.562500 Penalty: 4489.815430
	Iteration 5Q: 3 clusters Score -784087.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -784246.062500 Penalty: 4489.815430
	Iteration 6Q: 3 clusters Score -784246.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -784394.687500 Penalty: 4489.815430
	Iteration 7Q: 3 clusters Score -784394.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -784543.312500 Penalty: 4489.815430
	Iteration 8Q: 3 clusters Score -784543.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -784695.125000 Penalty: 4489.815430
	Iteration 9Q: 3 clusters Score -784695.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -784870.687500 Penalty: 4489.815430
	Iteration 10Q: 3 clusters Score -784870.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -785036.000000 Penalty: 4489.815430
	Iteration 11Q: 3 clusters Score -785036 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -785199.062500 Penalty: 4489.815430
	Iteration 12Q: 3 clusters Score -785199.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -785347.000000 Penalty: 4489.815430
	Iteration 13Q: 3 clusters Score -785347 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -785466.500000 Penalty: 4489.815430
	Iteration 14Q: 3 clusters Score -785466.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -785581.687500 Penalty: 4489.815430
	Iteration 15Q: 3 clusters Score -785581.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -785689.000000 Penalty: 4489.815430
	Iteration 16Q: 3 clusters Score -785689 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -785787.062500 Penalty: 4489.815430
	Iteration 17Q: 3 clusters Score -785787.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -785864.500000 Penalty: 4489.815430
	Iteration 18Q: 3 clusters Score -785864.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -785928.437500 Penalty: 4489.815430
	Iteration 19Q: 3 clusters Score -785928.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -785978.437500 Penalty: 4489.815430
	Iteration 20F: 3 clusters Score -785978.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -786017.125000 Penalty: 4489.815430
	Iteration 21Q: 3 clusters Score -786017.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -786064.187500 Penalty: 4489.815430
	Iteration 22Q: 3 clusters Score -786064.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -786106.875000 Penalty: 4489.815430
	Iteration 23Q: 3 clusters Score -786106.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -786142.125000 Penalty: 4489.815430
	Iteration 24Q: 3 clusters Score -786142.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -786169.812500 Penalty: 4489.815430
	Iteration 25Q: 3 clusters Score -786169.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -786198.625000 Penalty: 4489.815430
	Iteration 26Q: 3 clusters Score -786198.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -786225.062500 Penalty: 4489.815430
	Iteration 27Q: 3 clusters Score -786225.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -786254.062500 Penalty: 4489.815430
	Iteration 28Q: 3 clusters Score -786254.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -786285.937500 Penalty: 4489.815430
	Iteration 29Q: 3 clusters Score -786285.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -786319.437500 Penalty: 4489.815430
	Iteration 30Q: 3 clusters Score -786319.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -786349.062500 Penalty: 4489.815430
	Iteration 31Q: 3 clusters Score -786349.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -786382.000000 Penalty: 4489.815430
	Iteration 32Q: 3 clusters Score -786382 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -786420.750000 Penalty: 4489.815430
	Iteration 33Q: 3 clusters Score -786420.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -786448.500000 Penalty: 4489.815430
	Iteration 34Q: 3 clusters Score -786448.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -786479.812500 Penalty: 4489.815430
	Iteration 35Q: 3 clusters Score -786479.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -786507.750000 Penalty: 4489.815430
	Iteration 36Q: 3 clusters Score -786507.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -786538.875000 Penalty: 4489.815430
	Iteration 37Q: 3 clusters Score -786538.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -786577.375000 Penalty: 4489.815430
	Iteration 38Q: 3 clusters Score -786577.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -786609.562500 Penalty: 4489.815430
	Iteration 39Q: 3 clusters Score -786609.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -786645.312500 Penalty: 4489.815430
	Iteration 40F: 3 clusters Score -786645.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -786681.312500 Penalty: 4489.815430
	Iteration 41Q: 3 clusters Score -786681.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -786716.375000 Penalty: 4489.815430
	Iteration 42Q: 3 clusters Score -786716.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -786741.812500 Penalty: 4489.815430
	Iteration 43Q: 3 clusters Score -786741.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -786761.750000 Penalty: 4489.815430
	Iteration 44Q: 3 clusters Score -786761.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -786777.187500 Penalty: 4489.815430
	Iteration 45Q: 3 clusters Score -786777.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -786790.875000 Penalty: 4489.815430
	Iteration 46Q: 3 clusters Score -786790.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -786805.000000 Penalty: 4489.815430
	Iteration 47Q: 3 clusters Score -786805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -786818.250000 Penalty: 4489.815430
	Iteration 48Q: 3 clusters Score -786818.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -786830.125000 Penalty: 4489.815430
	Iteration 49Q: 3 clusters Score -786830.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -786836.062500 Penalty: 4489.815430
	Iteration 50Q: 3 clusters Score -786836.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -786845.062500 Penalty: 4489.815430
	Iteration 51Q: 3 clusters Score -786845.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -786853.437500 Penalty: 4489.815430
	Iteration 52Q: 3 clusters Score -786853.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -786858.250000 Penalty: 4489.815430
	Iteration 53Q: 3 clusters Score -786858.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -786865.437500 Penalty: 4489.815430
	Iteration 54Q: 3 clusters Score -786865.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -786869.312500 Penalty: 4489.815430
	Iteration 55Q: 3 clusters Score -786869.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -786874.500000 Penalty: 4489.815430
	Iteration 56Q: 3 clusters Score -786874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -786873.625000 Penalty: 4489.815430
	Iteration 57Q: 3 clusters Score -786873.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -786875.750000 Penalty: 4489.815430
	Iteration 58Q: 3 clusters Score -786875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -786877.062500 Penalty: 4489.815430
	Iteration 59Q: 3 clusters Score -786877.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -786874.875000 Penalty: 4489.815430
	Iteration 60F: 3 clusters Score -786874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -786877.500000 Penalty: 4489.815430
	Iteration 61Q: 3 clusters Score -786877.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -786877.500000 Penalty: 4489.815430
	Iteration 62F: 3 clusters Score -786877.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Entering Unmasked Estep 
Score: -2562128.250000 Penalty: 2525.780273
	Iteration 0F: 2 clusters Score -2562128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2543990.750000 Penalty: 5051.560547
	Iteration 0F: 3 clusters Score -2543991 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2550301.000000 Penalty: 5051.560547
	Iteration 1F: 3 clusters Score -2550301 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2550723.000000 Penalty: 5051.560547
	Iteration 2Q: 3 clusters Score -2550723 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2551078.750000 Penalty: 5051.560547
	Iteration 3Q: 3 clusters Score -2551079 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2551416.250000 Penalty: 5051.560547
	Iteration 4Q: 3 clusters Score -2551416 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2551742.000000 Penalty: 5051.560547
	Iteration 5Q: 3 clusters Score -2551742 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2552107.000000 Penalty: 5051.560547
	Iteration 6Q: 3 clusters Score -2552107 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2552535.000000 Penalty: 5051.560547
	Iteration 7Q: 3 clusters Score -2552535 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2552978.750000 Penalty: 5051.560547
	Iteration 8Q: 3 clusters Score -2552979 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2553564.750000 Penalty: 5051.560547
	Iteration 9Q: 3 clusters Score -2553565 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2554334.750000 Penalty: 5051.560547
	Iteration 10Q: 3 clusters Score -2554335 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2555243.750000 Penalty: 5051.560547
	Iteration 11F: 3 clusters Score -2555244 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2556213.750000 Penalty: 5051.560547
	Iteration 12F: 3 clusters Score -2556214 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2557030.750000 Penalty: 5051.560547
	Iteration 13Q: 3 clusters Score -2557031 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2557591.500000 Penalty: 5051.560547
	Iteration 14Q: 3 clusters Score -2557592 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2557937.500000 Penalty: 5051.560547
	Iteration 15Q: 3 clusters Score -2557938 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2558116.250000 Penalty: 5051.560547
	Iteration 16Q: 3 clusters Score -2558116 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2558239.750000 Penalty: 5051.560547
	Iteration 17Q: 3 clusters Score -2558240 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2558345.250000 Penalty: 5051.560547
	Iteration 18Q: 3 clusters Score -2558345 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2558430.750000 Penalty: 5051.560547
	Iteration 19Q: 3 clusters Score -2558431 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2558534.000000 Penalty: 5051.560547
	Iteration 20F: 3 clusters Score -2558534 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2558673.500000 Penalty: 5051.560547
	Iteration 21Q: 3 clusters Score -2558674 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2558815.500000 Penalty: 5051.560547
	Iteration 22Q: 3 clusters Score -2558816 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2558955.750000 Penalty: 5051.560547
	Iteration 23Q: 3 clusters Score -2558956 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2559116.500000 Penalty: 5051.560547
	Iteration 24Q: 3 clusters Score -2559116 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2559258.000000 Penalty: 5051.560547
	Iteration 25Q: 3 clusters Score -2559258 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2559362.250000 Penalty: 5051.560547
	Iteration 26Q: 3 clusters Score -2559362 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2559491.750000 Penalty: 5051.560547
	Iteration 27Q: 3 clusters Score -2559492 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2559602.000000 Penalty: 5051.560547
	Iteration 28Q: 3 clusters Score -2559602 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2559694.250000 Penalty: 5051.560547
	Iteration 29Q: 3 clusters Score -2559694 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2559766.750000 Penalty: 5051.560547
	Iteration 30Q: 3 clusters Score -2559767 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2559816.000000 Penalty: 5051.560547
	Iteration 31Q: 3 clusters Score -2559816 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2559870.500000 Penalty: 5051.560547
	Iteration 32Q: 3 clusters Score -2559870 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2559894.000000 Penalty: 5051.560547
	Iteration 33Q: 3 clusters Score -2559894 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2559911.750000 Penalty: 5051.560547
	Iteration 34Q: 3 clusters Score -2559912 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2559935.000000 Penalty: 5051.560547
	Iteration 35Q: 3 clusters Score -2559935 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2559951.000000 Penalty: 5051.560547
	Iteration 36Q: 3 clusters Score -2559951 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2559971.500000 Penalty: 5051.560547
	Iteration 37Q: 3 clusters Score -2559972 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2559982.750000 Penalty: 5051.560547
	Iteration 38Q: 3 clusters Score -2559983 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2559993.000000 Penalty: 5051.560547
	Iteration 39Q: 3 clusters Score -2559993 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2560005.250000 Penalty: 5051.560547
	Iteration 40F: 3 clusters Score -2560005 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2560016.750000 Penalty: 5051.560547
	Iteration 41Q: 3 clusters Score -2560017 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2560015.000000 Penalty: 5051.560547
	Iteration 42Q: 3 clusters Score -2560015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2560026.750000 Penalty: 5051.560547
	Iteration 43Q: 3 clusters Score -2560027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2560020.500000 Penalty: 5051.560547
	Iteration 44Q: 3 clusters Score -2560020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2560020.500000 Penalty: 5051.560547
	Iteration 45Q: 3 clusters Score -2560020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2560013.500000 Penalty: 5051.560547
	Iteration 46Q: 3 clusters Score -2560014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2560017.500000 Penalty: 5051.560547
	Iteration 47Q: 3 clusters Score -2560018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2560017.750000 Penalty: 5051.560547
	Iteration 48Q: 3 clusters Score -2560018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2560017.500000 Penalty: 5051.560547
	Iteration 49Q: 3 clusters Score -2560018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2560013.250000 Penalty: 5051.560547
	Iteration 50Q: 3 clusters Score -2560013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2560022.750000 Penalty: 5051.560547
	Iteration 51Q: 3 clusters Score -2560023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2560019.750000 Penalty: 5051.560547
	Iteration 52Q: 3 clusters Score -2560020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2560021.500000 Penalty: 5051.560547
	Iteration 53Q: 3 clusters Score -2560022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2560022.750000 Penalty: 5051.560547
	Iteration 54Q: 3 clusters Score -2560023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2560023.500000 Penalty: 5051.560547
	Iteration 55Q: 3 clusters Score -2560024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2560029.250000 Penalty: 5051.560547
	Iteration 56Q: 3 clusters Score -2560029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2560030.500000 Penalty: 5051.560547
	Iteration 57Q: 3 clusters Score -2560030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2560030.000000 Penalty: 5051.560547
	Iteration 58Q: 3 clusters Score -2560030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2560032.500000 Penalty: 5051.560547
	Iteration 59Q: 3 clusters Score -2560032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2560026.750000 Penalty: 5051.560547
	Iteration 60F: 3 clusters Score -2560027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2560026.500000 Penalty: 5051.560547
	Iteration 61Q: 3 clusters Score -2560026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2560026.500000 Penalty: 5051.560547
	Iteration 62F: 3 clusters Score -2560026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (307390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307390 members 
Entering Unmasked Estep 
Score: -30105330.000000 Penalty: 3133.696533
	Iteration 0F: 2 clusters Score -3.010533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154323 members 
Mstep: Class 2 contains 153067 members 
Entering Unmasked Estep 
Score: -29909494.000000 Penalty: 6267.393066
	Iteration 0F: 3 clusters Score -2.990949e+07 nChanged 148661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163404 members 
Mstep: Class 2 contains 143986 members 
Entering Unmasked Estep 
Score: -29997958.000000 Penalty: 6267.393066
	Iteration 1F: 3 clusters Score -2.999796e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168448 members 
Mstep: Class 2 contains 138942 members 
Entering Unmasked Estep 
Score: -30001388.000000 Penalty: 6267.393066
	Iteration 2Q: 3 clusters Score -3.000139e+07 nChanged 12408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175742 members 
Mstep: Class 2 contains 131648 members 
Entering Unmasked Estep 
Score: -30006712.000000 Penalty: 6267.393066
	Iteration 3Q: 3 clusters Score -3.000671e+07 nChanged 15601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186057 members 
Mstep: Class 2 contains 121333 members 
Entering Unmasked Estep 
Score: -30015674.000000 Penalty: 6267.393066
	Iteration 4F: 3 clusters Score -3.001567e+07 nChanged 18621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199626 members 
Mstep: Class 2 contains 107764 members 
Entering Unmasked Estep 
Score: -30027948.000000 Penalty: 6267.393066
	Iteration 5F: 3 clusters Score -3.002795e+07 nChanged 20140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215554 members 
Mstep: Class 2 contains 91836 members 
Entering Unmasked Estep 
Score: -30042562.000000 Penalty: 6267.393066
	Iteration 6F: 3 clusters Score -3.004256e+07 nChanged 19709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232473 members 
Mstep: Class 2 contains 74917 members 
Entering Unmasked Estep 
Score: -30056768.000000 Penalty: 6267.393066
	Iteration 7F: 3 clusters Score -3.005677e+07 nChanged 17606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248911 members 
Mstep: Class 2 contains 58479 members 
Entering Unmasked Estep 
Score: -30069096.000000 Penalty: 6267.393066
	Iteration 8F: 3 clusters Score -3.00691e+07 nChanged 14764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263229 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -30078904.000000 Penalty: 6267.393066
	Iteration 9Q: 3 clusters Score -3.00789e+07 nChanged 12149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275276 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -30086410.000000 Penalty: 6267.393066
	Iteration 10Q: 3 clusters Score -3.008641e+07 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284679 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -30092018.000000 Penalty: 6267.393066
	Iteration 11Q: 3 clusters Score -3.009202e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291535 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -30095654.000000 Penalty: 6267.393066
	Iteration 12Q: 3 clusters Score -3.009565e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296357 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -30098358.000000 Penalty: 6267.393066
	Iteration 13Q: 3 clusters Score -3.009836e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299610 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -30099970.000000 Penalty: 6267.393066
	Iteration 14Q: 3 clusters Score -3.009997e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301702 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -30100916.000000 Penalty: 6267.393066
	Iteration 15Q: 3 clusters Score -3.010092e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303085 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -30101590.000000 Penalty: 6267.393066
	Iteration 16Q: 3 clusters Score -3.010159e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303936 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -30102040.000000 Penalty: 6267.393066
	Iteration 17Q: 3 clusters Score -3.010204e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304512 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -30102186.000000 Penalty: 6267.393066
	Iteration 18Q: 3 clusters Score -3.010219e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304887 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -30102358.000000 Penalty: 6267.393066
	Iteration 19Q: 3 clusters Score -3.010236e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305170 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -30102466.000000 Penalty: 6267.393066
	Iteration 20F: 3 clusters Score -3.010247e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305373 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -30102610.000000 Penalty: 6267.393066
	Iteration 21Q: 3 clusters Score -3.010261e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305504 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -30102622.000000 Penalty: 6267.393066
	Iteration 22Q: 3 clusters Score -3.010262e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305600 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -30102694.000000 Penalty: 6267.393066
	Iteration 23Q: 3 clusters Score -3.010269e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305672 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -30102726.000000 Penalty: 6267.393066
	Iteration 24Q: 3 clusters Score -3.010273e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305726 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -30102740.000000 Penalty: 6267.393066
	Iteration 25Q: 3 clusters Score -3.010274e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305778 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -30102768.000000 Penalty: 6267.393066
	Iteration 26Q: 3 clusters Score -3.010277e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305820 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -30102788.000000 Penalty: 6267.393066
	Iteration 27Q: 3 clusters Score -3.010279e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305852 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -30102790.000000 Penalty: 6267.393066
	Iteration 28Q: 3 clusters Score -3.010279e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305879 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -30102776.000000 Penalty: 6267.393066
	Iteration 29Q: 3 clusters Score -3.010278e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305902 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -30102782.000000 Penalty: 6267.393066
	Iteration 30Q: 3 clusters Score -3.010278e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305927 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -30102816.000000 Penalty: 6267.393066
	Iteration 31Q: 3 clusters Score -3.010282e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305950 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -30102838.000000 Penalty: 6267.393066
	Iteration 32Q: 3 clusters Score -3.010284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305965 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -30102842.000000 Penalty: 6267.393066
	Iteration 33Q: 3 clusters Score -3.010284e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305979 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -30102842.000000 Penalty: 6267.393066
	Iteration 34Q: 3 clusters Score -3.010284e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305994 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -30102866.000000 Penalty: 6267.393066
	Iteration 35Q: 3 clusters Score -3.010287e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306009 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -30102870.000000 Penalty: 6267.393066
	Iteration 36Q: 3 clusters Score -3.010287e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306027 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -30102876.000000 Penalty: 6267.393066
	Iteration 37Q: 3 clusters Score -3.010288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306038 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -30102866.000000 Penalty: 6267.393066
	Iteration 38Q: 3 clusters Score -3.010287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306047 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -30102846.000000 Penalty: 6267.393066
	Iteration 39Q: 3 clusters Score -3.010285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306061 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -30102874.000000 Penalty: 6267.393066
	Iteration 40F: 3 clusters Score -3.010287e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306077 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -30102878.000000 Penalty: 6267.393066
	Iteration 41Q: 3 clusters Score -3.010288e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306095 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -30102884.000000 Penalty: 6267.393066
	Iteration 42Q: 3 clusters Score -3.010288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306105 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -30102886.000000 Penalty: 6267.393066
	Iteration 43Q: 3 clusters Score -3.010289e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306123 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -30102878.000000 Penalty: 6267.393066
	Iteration 44Q: 3 clusters Score -3.010288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306143 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -30102874.000000 Penalty: 6267.393066
	Iteration 45Q: 3 clusters Score -3.010287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306161 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -30102882.000000 Penalty: 6267.393066
	Iteration 46Q: 3 clusters Score -3.010288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306169 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -30102864.000000 Penalty: 6267.393066
	Iteration 47Q: 3 clusters Score -3.010286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306176 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -30102886.000000 Penalty: 6267.393066
	Iteration 48Q: 3 clusters Score -3.010289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306182 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -30102896.000000 Penalty: 6267.393066
	Iteration 49Q: 3 clusters Score -3.01029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306186 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -30102902.000000 Penalty: 6267.393066
	Iteration 50Q: 3 clusters Score -3.01029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306189 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -30102904.000000 Penalty: 6267.393066
	Iteration 51Q: 3 clusters Score -3.01029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306190 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -30102912.000000 Penalty: 6267.393066
	Iteration 52Q: 3 clusters Score -3.010291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306192 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -30102908.000000 Penalty: 6267.393066
	Iteration 53Q: 3 clusters Score -3.010291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306192 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -30102908.000000 Penalty: 6267.393066
	Iteration 54F: 3 clusters Score -3.010291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Entering Unmasked Estep 
Score: -495506.437500 Penalty: 2130.429932
	Iteration 0F: 2 clusters Score -495506.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -490723.156250 Penalty: 4260.859863
	Iteration 0F: 3 clusters Score -490723.2 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -491888.875000 Penalty: 4260.859863
	Iteration 1F: 3 clusters Score -491888.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -492091.843750 Penalty: 4260.859863
	Iteration 2F: 3 clusters Score -492091.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -492201.812500 Penalty: 4260.859863
	Iteration 3Q: 3 clusters Score -492201.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -492272.781250 Penalty: 4260.859863
	Iteration 4Q: 3 clusters Score -492272.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -492317.406250 Penalty: 4260.859863
	Iteration 5Q: 3 clusters Score -492317.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -492359.593750 Penalty: 4260.859863
	Iteration 6Q: 3 clusters Score -492359.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -492388.718750 Penalty: 4260.859863
	Iteration 7Q: 3 clusters Score -492388.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -492406.406250 Penalty: 4260.859863
	Iteration 8Q: 3 clusters Score -492406.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -492420.937500 Penalty: 4260.859863
	Iteration 9Q: 3 clusters Score -492420.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -492435.468750 Penalty: 4260.859863
	Iteration 10Q: 3 clusters Score -492435.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -492448.781250 Penalty: 4260.859863
	Iteration 11Q: 3 clusters Score -492448.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -492460.656250 Penalty: 4260.859863
	Iteration 12Q: 3 clusters Score -492460.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -492471.875000 Penalty: 4260.859863
	Iteration 13Q: 3 clusters Score -492471.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -492484.062500 Penalty: 4260.859863
	Iteration 14Q: 3 clusters Score -492484.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -492498.656250 Penalty: 4260.859863
	Iteration 15Q: 3 clusters Score -492498.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -492511.937500 Penalty: 4260.859863
	Iteration 16Q: 3 clusters Score -492511.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -492527.843750 Penalty: 4260.859863
	Iteration 17Q: 3 clusters Score -492527.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -492548.562500 Penalty: 4260.859863
	Iteration 18Q: 3 clusters Score -492548.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -492568.687500 Penalty: 4260.859863
	Iteration 19Q: 3 clusters Score -492568.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -492584.312500 Penalty: 4260.859863
	Iteration 20F: 3 clusters Score -492584.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -492598.750000 Penalty: 4260.859863
	Iteration 21Q: 3 clusters Score -492598.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -492610.562500 Penalty: 4260.859863
	Iteration 22Q: 3 clusters Score -492610.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -492624.125000 Penalty: 4260.859863
	Iteration 23Q: 3 clusters Score -492624.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -492633.156250 Penalty: 4260.859863
	Iteration 24Q: 3 clusters Score -492633.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -492638.343750 Penalty: 4260.859863
	Iteration 25Q: 3 clusters Score -492638.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -492645.156250 Penalty: 4260.859863
	Iteration 26Q: 3 clusters Score -492645.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -492651.312500 Penalty: 4260.859863
	Iteration 27Q: 3 clusters Score -492651.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -492657.656250 Penalty: 4260.859863
	Iteration 28Q: 3 clusters Score -492657.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -492661.500000 Penalty: 4260.859863
	Iteration 29Q: 3 clusters Score -492661.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -492663.593750 Penalty: 4260.859863
	Iteration 30Q: 3 clusters Score -492663.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -492665.656250 Penalty: 4260.859863
	Iteration 31Q: 3 clusters Score -492665.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -492666.937500 Penalty: 4260.859863
	Iteration 32Q: 3 clusters Score -492666.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -492668.000000 Penalty: 4260.859863
	Iteration 33Q: 3 clusters Score -492668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -492668.843750 Penalty: 4260.859863
	Iteration 34Q: 3 clusters Score -492668.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -492669.093750 Penalty: 4260.859863
	Iteration 35Q: 3 clusters Score -492669.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -492669.093750 Penalty: 4260.859863
	Iteration 36F: 3 clusters Score -492669.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Entering Unmasked Estep 
Score: -2223905.500000 Penalty: 2509.222412
	Iteration 0F: 2 clusters Score -2223906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2206773.750000 Penalty: 5018.444824
	Iteration 0F: 3 clusters Score -2206774 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2212717.500000 Penalty: 5018.444824
	Iteration 1F: 3 clusters Score -2212718 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2213297.750000 Penalty: 5018.444824
	Iteration 2F: 3 clusters Score -2213298 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2213886.750000 Penalty: 5018.444824
	Iteration 3F: 3 clusters Score -2213887 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2214571.000000 Penalty: 5018.444824
	Iteration 4F: 3 clusters Score -2214571 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2215408.500000 Penalty: 5018.444824
	Iteration 5F: 3 clusters Score -2215408 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2216380.500000 Penalty: 5018.444824
	Iteration 6F: 3 clusters Score -2216380 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2217392.000000 Penalty: 5018.444824
	Iteration 7F: 3 clusters Score -2217392 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2218403.000000 Penalty: 5018.444824
	Iteration 8F: 3 clusters Score -2218403 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2219427.500000 Penalty: 5018.444824
	Iteration 9Q: 3 clusters Score -2219428 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2220333.750000 Penalty: 5018.444824
	Iteration 10Q: 3 clusters Score -2220334 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2220970.250000 Penalty: 5018.444824
	Iteration 11Q: 3 clusters Score -2220970 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2221370.750000 Penalty: 5018.444824
	Iteration 12Q: 3 clusters Score -2221371 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2221673.750000 Penalty: 5018.444824
	Iteration 13Q: 3 clusters Score -2221674 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2221882.750000 Penalty: 5018.444824
	Iteration 14Q: 3 clusters Score -2221883 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2222053.000000 Penalty: 5018.444824
	Iteration 15Q: 3 clusters Score -2222053 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -2222175.750000 Penalty: 5018.444824
	Iteration 16Q: 3 clusters Score -2222176 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -2222295.000000 Penalty: 5018.444824
	Iteration 17Q: 3 clusters Score -2222295 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -2222420.750000 Penalty: 5018.444824
	Iteration 18Q: 3 clusters Score -2222421 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -2222553.750000 Penalty: 5018.444824
	Iteration 19Q: 3 clusters Score -2222554 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -2222653.250000 Penalty: 5018.444824
	Iteration 20F: 3 clusters Score -2222653 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -2222740.250000 Penalty: 5018.444824
	Iteration 21Q: 3 clusters Score -2222740 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -2222805.500000 Penalty: 5018.444824
	Iteration 22Q: 3 clusters Score -2222806 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -2222841.750000 Penalty: 5018.444824
	Iteration 23Q: 3 clusters Score -2222842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -2222876.500000 Penalty: 5018.444824
	Iteration 24Q: 3 clusters Score -2222876 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -2222924.750000 Penalty: 5018.444824
	Iteration 25Q: 3 clusters Score -2222925 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2222959.500000 Penalty: 5018.444824
	Iteration 26Q: 3 clusters Score -2222960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -2222985.000000 Penalty: 5018.444824
	Iteration 27Q: 3 clusters Score -2222985 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2223006.250000 Penalty: 5018.444824
	Iteration 28Q: 3 clusters Score -2223006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -2223021.750000 Penalty: 5018.444824
	Iteration 29Q: 3 clusters Score -2223022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2223031.750000 Penalty: 5018.444824
	Iteration 30Q: 3 clusters Score -2223032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -2223039.000000 Penalty: 5018.444824
	Iteration 31Q: 3 clusters Score -2223039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -2223040.000000 Penalty: 5018.444824
	Iteration 32Q: 3 clusters Score -2223040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -2223052.000000 Penalty: 5018.444824
	Iteration 33Q: 3 clusters Score -2223052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2223047.750000 Penalty: 5018.444824
	Iteration 34Q: 3 clusters Score -2223048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2223050.750000 Penalty: 5018.444824
	Iteration 35Q: 3 clusters Score -2223051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -2223054.250000 Penalty: 5018.444824
	Iteration 36Q: 3 clusters Score -2223054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -2223052.500000 Penalty: 5018.444824
	Iteration 37Q: 3 clusters Score -2223052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2223051.250000 Penalty: 5018.444824
	Iteration 38Q: 3 clusters Score -2223051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2223052.500000 Penalty: 5018.444824
	Iteration 39Q: 3 clusters Score -2223052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2223053.750000 Penalty: 5018.444824
	Iteration 40F: 3 clusters Score -2223054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2223052.750000 Penalty: 5018.444824
	Iteration 41Q: 3 clusters Score -2223053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2223050.750000 Penalty: 5018.444824
	Iteration 42Q: 3 clusters Score -2223051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2223050.000000 Penalty: 5018.444824
	Iteration 43Q: 3 clusters Score -2223050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -2223053.750000 Penalty: 5018.444824
	Iteration 44Q: 3 clusters Score -2223054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2223052.500000 Penalty: 5018.444824
	Iteration 45Q: 3 clusters Score -2223052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2223052.500000 Penalty: 5018.444824
	Iteration 46F: 3 clusters Score -2223052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (223205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223205 members 
Entering Unmasked Estep 
Score: -21950320.000000 Penalty: 3054.329590
	Iteration 0F: 2 clusters Score -2.195032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111803 members 
Mstep: Class 2 contains 111402 members 
Entering Unmasked Estep 
Score: -21802006.000000 Penalty: 6108.659180
	Iteration 0F: 3 clusters Score -2.180201e+07 nChanged 107795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115330 members 
Mstep: Class 2 contains 107875 members 
Entering Unmasked Estep 
Score: -21865128.000000 Penalty: 6108.659180
	Iteration 1F: 3 clusters Score -2.186513e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117785 members 
Mstep: Class 2 contains 105420 members 
Entering Unmasked Estep 
Score: -21866262.000000 Penalty: 6108.659180
	Iteration 2Q: 3 clusters Score -2.186626e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121490 members 
Mstep: Class 2 contains 101715 members 
Entering Unmasked Estep 
Score: -21867630.000000 Penalty: 6108.659180
	Iteration 3Q: 3 clusters Score -2.186763e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127247 members 
Mstep: Class 2 contains 95958 members 
Entering Unmasked Estep 
Score: -21869878.000000 Penalty: 6108.659180
	Iteration 4Q: 3 clusters Score -2.186988e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136127 members 
Mstep: Class 2 contains 87078 members 
Entering Unmasked Estep 
Score: -21873918.000000 Penalty: 6108.659180
	Iteration 5Q: 3 clusters Score -2.187392e+07 nChanged 13386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149207 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
Score: -21881650.000000 Penalty: 6108.659180
	Iteration 6F: 3 clusters Score -2.188165e+07 nChanged 18103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167224 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -21895170.000000 Penalty: 6108.659180
	Iteration 7F: 3 clusters Score -2.189517e+07 nChanged 21129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188325 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -21914578.000000 Penalty: 6108.659180
	Iteration 8F: 3 clusters Score -2.191458e+07 nChanged 18369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206688 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -21932544.000000 Penalty: 6108.659180
	Iteration 9F: 3 clusters Score -2.193254e+07 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217253 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -21942590.000000 Penalty: 6108.659180
	Iteration 10Q: 3 clusters Score -2.194259e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221184 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -21946160.000000 Penalty: 6108.659180
	Iteration 11Q: 3 clusters Score -2.194616e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222349 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -21947126.000000 Penalty: 6108.659180
	Iteration 12Q: 3 clusters Score -2.194713e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222663 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -21947442.000000 Penalty: 6108.659180
	Iteration 13Q: 3 clusters Score -2.194744e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222758 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -21947616.000000 Penalty: 6108.659180
	Iteration 14Q: 3 clusters Score -2.194762e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222791 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -21947666.000000 Penalty: 6108.659180
	Iteration 15Q: 3 clusters Score -2.194767e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222806 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -21947720.000000 Penalty: 6108.659180
	Iteration 16Q: 3 clusters Score -2.194772e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222814 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -21947748.000000 Penalty: 6108.659180
	Iteration 17Q: 3 clusters Score -2.194775e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222818 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -21947776.000000 Penalty: 6108.659180
	Iteration 18Q: 3 clusters Score -2.194778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222818 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -21947790.000000 Penalty: 6108.659180
	Iteration 19Q: 3 clusters Score -2.194779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222819 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -21947808.000000 Penalty: 6108.659180
	Iteration 20F: 3 clusters Score -2.194781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222823 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -21947824.000000 Penalty: 6108.659180
	Iteration 21Q: 3 clusters Score -2.194782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222826 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -21947838.000000 Penalty: 6108.659180
	Iteration 22Q: 3 clusters Score -2.194784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222829 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -21947846.000000 Penalty: 6108.659180
	Iteration 23Q: 3 clusters Score -2.194785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222829 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -21947856.000000 Penalty: 6108.659180
	Iteration 24Q: 3 clusters Score -2.194786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222831 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -21947862.000000 Penalty: 6108.659180
	Iteration 25Q: 3 clusters Score -2.194786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222831 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -21947850.000000 Penalty: 6108.659180
	Iteration 26Q: 3 clusters Score -2.194785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222830 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -21947864.000000 Penalty: 6108.659180
	Iteration 27Q: 3 clusters Score -2.194786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222829 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -21947858.000000 Penalty: 6108.659180
	Iteration 28Q: 3 clusters Score -2.194786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222829 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -21947858.000000 Penalty: 6108.659180
	Iteration 29F: 3 clusters Score -2.194786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Entering Unmasked Estep 
Score: -1026254.687500 Penalty: 2293.915039
	Iteration 0F: 2 clusters Score -1026255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1018245.625000 Penalty: 4587.830078
	Iteration 0F: 3 clusters Score -1018246 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1020621.687500 Penalty: 4587.830078
	Iteration 1F: 3 clusters Score -1020622 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1020916.937500 Penalty: 4587.830078
	Iteration 2F: 3 clusters Score -1020917 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1021114.187500 Penalty: 4587.830078
	Iteration 3Q: 3 clusters Score -1021114 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1021256.062500 Penalty: 4587.830078
	Iteration 4Q: 3 clusters Score -1021256 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1021390.687500 Penalty: 4587.830078
	Iteration 5Q: 3 clusters Score -1021391 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1021533.312500 Penalty: 4587.830078
	Iteration 6Q: 3 clusters Score -1021533 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1021665.812500 Penalty: 4587.830078
	Iteration 7Q: 3 clusters Score -1021666 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1021780.687500 Penalty: 4587.830078
	Iteration 8Q: 3 clusters Score -1021781 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1021896.062500 Penalty: 4587.830078
	Iteration 9Q: 3 clusters Score -1021896 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1022037.875000 Penalty: 4587.830078
	Iteration 10Q: 3 clusters Score -1022038 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1022222.375000 Penalty: 4587.830078
	Iteration 11Q: 3 clusters Score -1022222 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1022425.000000 Penalty: 4587.830078
	Iteration 12Q: 3 clusters Score -1022425 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1022630.312500 Penalty: 4587.830078
	Iteration 13Q: 3 clusters Score -1022630 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1022832.062500 Penalty: 4587.830078
	Iteration 14Q: 3 clusters Score -1022832 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1022999.562500 Penalty: 4587.830078
	Iteration 15Q: 3 clusters Score -1023000 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1023159.000000 Penalty: 4587.830078
	Iteration 16Q: 3 clusters Score -1023159 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1023290.000000 Penalty: 4587.830078
	Iteration 17Q: 3 clusters Score -1023290 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1023404.062500 Penalty: 4587.830078
	Iteration 18Q: 3 clusters Score -1023404 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1023501.125000 Penalty: 4587.830078
	Iteration 19Q: 3 clusters Score -1023501 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1023592.312500 Penalty: 4587.830078
	Iteration 20F: 3 clusters Score -1023592 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1023664.375000 Penalty: 4587.830078
	Iteration 21Q: 3 clusters Score -1023664 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1023725.000000 Penalty: 4587.830078
	Iteration 22Q: 3 clusters Score -1023725 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1023789.562500 Penalty: 4587.830078
	Iteration 23Q: 3 clusters Score -1023790 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1023838.375000 Penalty: 4587.830078
	Iteration 24Q: 3 clusters Score -1023838 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1023883.312500 Penalty: 4587.830078
	Iteration 25Q: 3 clusters Score -1023883 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1023914.062500 Penalty: 4587.830078
	Iteration 26Q: 3 clusters Score -1023914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1023935.375000 Penalty: 4587.830078
	Iteration 27Q: 3 clusters Score -1023935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1023956.875000 Penalty: 4587.830078
	Iteration 28Q: 3 clusters Score -1023957 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1023975.000000 Penalty: 4587.830078
	Iteration 29Q: 3 clusters Score -1023975 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1023992.562500 Penalty: 4587.830078
	Iteration 30Q: 3 clusters Score -1023993 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1024011.187500 Penalty: 4587.830078
	Iteration 31Q: 3 clusters Score -1024011 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1024030.437500 Penalty: 4587.830078
	Iteration 32Q: 3 clusters Score -1024030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1024042.250000 Penalty: 4587.830078
	Iteration 33Q: 3 clusters Score -1024042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1024054.437500 Penalty: 4587.830078
	Iteration 34Q: 3 clusters Score -1024054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1024071.062500 Penalty: 4587.830078
	Iteration 35Q: 3 clusters Score -1024071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1024088.125000 Penalty: 4587.830078
	Iteration 36Q: 3 clusters Score -1024088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1024100.937500 Penalty: 4587.830078
	Iteration 37Q: 3 clusters Score -1024101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1024112.937500 Penalty: 4587.830078
	Iteration 38Q: 3 clusters Score -1024113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1024121.125000 Penalty: 4587.830078
	Iteration 39Q: 3 clusters Score -1024121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1024129.750000 Penalty: 4587.830078
	Iteration 40F: 3 clusters Score -1024130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1024139.437500 Penalty: 4587.830078
	Iteration 41Q: 3 clusters Score -1024139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1024152.875000 Penalty: 4587.830078
	Iteration 42Q: 3 clusters Score -1024153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1024160.812500 Penalty: 4587.830078
	Iteration 43Q: 3 clusters Score -1024161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1024167.687500 Penalty: 4587.830078
	Iteration 44Q: 3 clusters Score -1024168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1024176.562500 Penalty: 4587.830078
	Iteration 45Q: 3 clusters Score -1024177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1024183.625000 Penalty: 4587.830078
	Iteration 46Q: 3 clusters Score -1024184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1024189.750000 Penalty: 4587.830078
	Iteration 47Q: 3 clusters Score -1024190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1024196.250000 Penalty: 4587.830078
	Iteration 48Q: 3 clusters Score -1024196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1024200.875000 Penalty: 4587.830078
	Iteration 49Q: 3 clusters Score -1024201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1024203.875000 Penalty: 4587.830078
	Iteration 50Q: 3 clusters Score -1024204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1024204.375000 Penalty: 4587.830078
	Iteration 51Q: 3 clusters Score -1024204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1024204.000000 Penalty: 4587.830078
	Iteration 52Q: 3 clusters Score -1024204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1024207.250000 Penalty: 4587.830078
	Iteration 53Q: 3 clusters Score -1024207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1024210.750000 Penalty: 4587.830078
	Iteration 54Q: 3 clusters Score -1024211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1024212.625000 Penalty: 4587.830078
	Iteration 55Q: 3 clusters Score -1024213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1024215.687500 Penalty: 4587.830078
	Iteration 56Q: 3 clusters Score -1024216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1024215.562500 Penalty: 4587.830078
	Iteration 57Q: 3 clusters Score -1024216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1024216.312500 Penalty: 4587.830078
	Iteration 58Q: 3 clusters Score -1024216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1024217.187500 Penalty: 4587.830078
	Iteration 59Q: 3 clusters Score -1024217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1024216.500000 Penalty: 4587.830078
	Iteration 60F: 3 clusters Score -1024216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Entering Unmasked Estep 
Score: -2196539.250000 Penalty: 2487.917480
	Iteration 0F: 2 clusters Score -2196539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2180751.750000 Penalty: 4975.834961
	Iteration 0F: 3 clusters Score -2180752 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2186153.750000 Penalty: 4975.834961
	Iteration 1F: 3 clusters Score -2186154 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2186571.000000 Penalty: 4975.834961
	Iteration 2F: 3 clusters Score -2186571 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2186916.750000 Penalty: 4975.834961
	Iteration 3Q: 3 clusters Score -2186917 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2187176.000000 Penalty: 4975.834961
	Iteration 4Q: 3 clusters Score -2187176 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2187388.000000 Penalty: 4975.834961
	Iteration 5Q: 3 clusters Score -2187388 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2187582.500000 Penalty: 4975.834961
	Iteration 6Q: 3 clusters Score -2187582 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2187768.000000 Penalty: 4975.834961
	Iteration 7Q: 3 clusters Score -2187768 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2187943.500000 Penalty: 4975.834961
	Iteration 8Q: 3 clusters Score -2187944 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2188157.500000 Penalty: 4975.834961
	Iteration 9Q: 3 clusters Score -2188158 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2188450.000000 Penalty: 4975.834961
	Iteration 10Q: 3 clusters Score -2188450 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2188802.000000 Penalty: 4975.834961
	Iteration 11Q: 3 clusters Score -2188802 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2189235.500000 Penalty: 4975.834961
	Iteration 12Q: 3 clusters Score -2189236 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2189761.500000 Penalty: 4975.834961
	Iteration 13Q: 3 clusters Score -2189762 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2190413.250000 Penalty: 4975.834961
	Iteration 14Q: 3 clusters Score -2190413 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2191105.250000 Penalty: 4975.834961
	Iteration 15Q: 3 clusters Score -2191105 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2191750.000000 Penalty: 4975.834961
	Iteration 16Q: 3 clusters Score -2191750 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2192276.000000 Penalty: 4975.834961
	Iteration 17Q: 3 clusters Score -2192276 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2192575.250000 Penalty: 4975.834961
	Iteration 18Q: 3 clusters Score -2192575 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2192729.500000 Penalty: 4975.834961
	Iteration 19Q: 3 clusters Score -2192730 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2192852.500000 Penalty: 4975.834961
	Iteration 20F: 3 clusters Score -2192852 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2192961.000000 Penalty: 4975.834961
	Iteration 21Q: 3 clusters Score -2192961 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2193063.250000 Penalty: 4975.834961
	Iteration 22Q: 3 clusters Score -2193063 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2193143.500000 Penalty: 4975.834961
	Iteration 23Q: 3 clusters Score -2193144 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2193211.500000 Penalty: 4975.834961
	Iteration 24Q: 3 clusters Score -2193212 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2193293.250000 Penalty: 4975.834961
	Iteration 25Q: 3 clusters Score -2193293 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2193386.750000 Penalty: 4975.834961
	Iteration 26Q: 3 clusters Score -2193387 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2193475.750000 Penalty: 4975.834961
	Iteration 27Q: 3 clusters Score -2193476 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2193573.500000 Penalty: 4975.834961
	Iteration 28Q: 3 clusters Score -2193574 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2193650.250000 Penalty: 4975.834961
	Iteration 29Q: 3 clusters Score -2193650 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2193718.750000 Penalty: 4975.834961
	Iteration 30Q: 3 clusters Score -2193719 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2193781.250000 Penalty: 4975.834961
	Iteration 31Q: 3 clusters Score -2193781 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2193848.750000 Penalty: 4975.834961
	Iteration 32Q: 3 clusters Score -2193849 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2193899.250000 Penalty: 4975.834961
	Iteration 33Q: 3 clusters Score -2193899 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2193958.000000 Penalty: 4975.834961
	Iteration 34Q: 3 clusters Score -2193958 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2194011.250000 Penalty: 4975.834961
	Iteration 35Q: 3 clusters Score -2194011 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2194064.250000 Penalty: 4975.834961
	Iteration 36Q: 3 clusters Score -2194064 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2194105.750000 Penalty: 4975.834961
	Iteration 37Q: 3 clusters Score -2194106 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2194141.750000 Penalty: 4975.834961
	Iteration 38Q: 3 clusters Score -2194142 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2194176.000000 Penalty: 4975.834961
	Iteration 39Q: 3 clusters Score -2194176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -2194219.750000 Penalty: 4975.834961
	Iteration 40F: 3 clusters Score -2194220 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2194249.000000 Penalty: 4975.834961
	Iteration 41Q: 3 clusters Score -2194249 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2194285.500000 Penalty: 4975.834961
	Iteration 42Q: 3 clusters Score -2194286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -2194312.000000 Penalty: 4975.834961
	Iteration 43Q: 3 clusters Score -2194312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2194339.000000 Penalty: 4975.834961
	Iteration 44Q: 3 clusters Score -2194339 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2194371.750000 Penalty: 4975.834961
	Iteration 45Q: 3 clusters Score -2194372 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2194388.250000 Penalty: 4975.834961
	Iteration 46Q: 3 clusters Score -2194388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2194415.000000 Penalty: 4975.834961
	Iteration 47Q: 3 clusters Score -2194415 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2194435.500000 Penalty: 4975.834961
	Iteration 48Q: 3 clusters Score -2194436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2194450.250000 Penalty: 4975.834961
	Iteration 49Q: 3 clusters Score -2194450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2194463.750000 Penalty: 4975.834961
	Iteration 50Q: 3 clusters Score -2194464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2194481.250000 Penalty: 4975.834961
	Iteration 51Q: 3 clusters Score -2194481 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2194496.750000 Penalty: 4975.834961
	Iteration 52Q: 3 clusters Score -2194497 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -2194516.500000 Penalty: 4975.834961
	Iteration 53Q: 3 clusters Score -2194516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2194530.750000 Penalty: 4975.834961
	Iteration 54Q: 3 clusters Score -2194531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2194536.000000 Penalty: 4975.834961
	Iteration 55Q: 3 clusters Score -2194536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2194542.500000 Penalty: 4975.834961
	Iteration 56Q: 3 clusters Score -2194542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2194553.250000 Penalty: 4975.834961
	Iteration 57Q: 3 clusters Score -2194553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -2194559.750000 Penalty: 4975.834961
	Iteration 58Q: 3 clusters Score -2194560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2194567.750000 Penalty: 4975.834961
	Iteration 59Q: 3 clusters Score -2194568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -2194568.500000 Penalty: 4975.834961
	Iteration 60F: 3 clusters Score -2194568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2194573.500000 Penalty: 4975.834961
	Iteration 61Q: 3 clusters Score -2194574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -2194576.250000 Penalty: 4975.834961
	Iteration 62Q: 3 clusters Score -2194576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2194576.250000 Penalty: 4975.834961
	Iteration 63Q: 3 clusters Score -2194576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2194576.500000 Penalty: 4975.834961
	Iteration 64Q: 3 clusters Score -2194576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2194579.750000 Penalty: 4975.834961
	Iteration 65Q: 3 clusters Score -2194580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2194582.500000 Penalty: 4975.834961
	Iteration 66Q: 3 clusters Score -2194582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2194582.250000 Penalty: 4975.834961
	Iteration 67Q: 3 clusters Score -2194582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2194583.250000 Penalty: 4975.834961
	Iteration 68Q: 3 clusters Score -2194583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2194583.000000 Penalty: 4975.834961
	Iteration 69Q: 3 clusters Score -2194583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2194583.000000 Penalty: 4975.834961
	Iteration 70F: 3 clusters Score -2194583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Entering Unmasked Estep 
Score: -1075582.875000 Penalty: 2314.540283
	Iteration 0F: 2 clusters Score -1075583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1067085.500000 Penalty: 4629.080566
	Iteration 0F: 3 clusters Score -1067086 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1069493.875000 Penalty: 4629.080566
	Iteration 1F: 3 clusters Score -1069494 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1069786.250000 Penalty: 4629.080566
	Iteration 2F: 3 clusters Score -1069786 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1070001.750000 Penalty: 4629.080566
	Iteration 3Q: 3 clusters Score -1070002 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1070175.000000 Penalty: 4629.080566
	Iteration 4Q: 3 clusters Score -1070175 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1070315.625000 Penalty: 4629.080566
	Iteration 5Q: 3 clusters Score -1070316 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1070428.250000 Penalty: 4629.080566
	Iteration 6Q: 3 clusters Score -1070428 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1070571.125000 Penalty: 4629.080566
	Iteration 7Q: 3 clusters Score -1070571 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1070713.625000 Penalty: 4629.080566
	Iteration 8Q: 3 clusters Score -1070714 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1070869.250000 Penalty: 4629.080566
	Iteration 9Q: 3 clusters Score -1070869 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1070996.750000 Penalty: 4629.080566
	Iteration 10Q: 3 clusters Score -1070997 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1071098.500000 Penalty: 4629.080566
	Iteration 11Q: 3 clusters Score -1071098 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1071197.875000 Penalty: 4629.080566
	Iteration 12Q: 3 clusters Score -1071198 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1071288.000000 Penalty: 4629.080566
	Iteration 13Q: 3 clusters Score -1071288 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1071392.500000 Penalty: 4629.080566
	Iteration 14Q: 3 clusters Score -1071392 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1071485.750000 Penalty: 4629.080566
	Iteration 15Q: 3 clusters Score -1071486 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1071572.625000 Penalty: 4629.080566
	Iteration 16Q: 3 clusters Score -1071573 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1071672.875000 Penalty: 4629.080566
	Iteration 17Q: 3 clusters Score -1071673 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1071774.250000 Penalty: 4629.080566
	Iteration 18Q: 3 clusters Score -1071774 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1071856.625000 Penalty: 4629.080566
	Iteration 19Q: 3 clusters Score -1071857 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1071943.375000 Penalty: 4629.080566
	Iteration 20F: 3 clusters Score -1071943 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1072022.750000 Penalty: 4629.080566
	Iteration 21Q: 3 clusters Score -1072023 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1072084.375000 Penalty: 4629.080566
	Iteration 22Q: 3 clusters Score -1072084 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1072141.875000 Penalty: 4629.080566
	Iteration 23Q: 3 clusters Score -1072142 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1072188.500000 Penalty: 4629.080566
	Iteration 24Q: 3 clusters Score -1072188 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1072214.250000 Penalty: 4629.080566
	Iteration 25Q: 3 clusters Score -1072214 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1072245.000000 Penalty: 4629.080566
	Iteration 26Q: 3 clusters Score -1072245 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1072273.250000 Penalty: 4629.080566
	Iteration 27Q: 3 clusters Score -1072273 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1072310.000000 Penalty: 4629.080566
	Iteration 28Q: 3 clusters Score -1072310 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1072346.875000 Penalty: 4629.080566
	Iteration 29Q: 3 clusters Score -1072347 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1072408.000000 Penalty: 4629.080566
	Iteration 30Q: 3 clusters Score -1072408 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1072472.125000 Penalty: 4629.080566
	Iteration 31Q: 3 clusters Score -1072472 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1072522.500000 Penalty: 4629.080566
	Iteration 32Q: 3 clusters Score -1072522 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1072567.375000 Penalty: 4629.080566
	Iteration 33Q: 3 clusters Score -1072567 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1072598.125000 Penalty: 4629.080566
	Iteration 34Q: 3 clusters Score -1072598 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1072625.000000 Penalty: 4629.080566
	Iteration 35Q: 3 clusters Score -1072625 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1072640.125000 Penalty: 4629.080566
	Iteration 36Q: 3 clusters Score -1072640 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1072659.250000 Penalty: 4629.080566
	Iteration 37Q: 3 clusters Score -1072659 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1072672.375000 Penalty: 4629.080566
	Iteration 38Q: 3 clusters Score -1072672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1072679.750000 Penalty: 4629.080566
	Iteration 39Q: 3 clusters Score -1072680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1072692.500000 Penalty: 4629.080566
	Iteration 40F: 3 clusters Score -1072692 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1072702.625000 Penalty: 4629.080566
	Iteration 41Q: 3 clusters Score -1072703 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1072718.250000 Penalty: 4629.080566
	Iteration 42Q: 3 clusters Score -1072718 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1072727.000000 Penalty: 4629.080566
	Iteration 43Q: 3 clusters Score -1072727 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1072737.250000 Penalty: 4629.080566
	Iteration 44Q: 3 clusters Score -1072737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1072742.750000 Penalty: 4629.080566
	Iteration 45Q: 3 clusters Score -1072743 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1072751.625000 Penalty: 4629.080566
	Iteration 46Q: 3 clusters Score -1072752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1072754.000000 Penalty: 4629.080566
	Iteration 47Q: 3 clusters Score -1072754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1072759.875000 Penalty: 4629.080566
	Iteration 48Q: 3 clusters Score -1072760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1072769.250000 Penalty: 4629.080566
	Iteration 49Q: 3 clusters Score -1072769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1072768.875000 Penalty: 4629.080566
	Iteration 50Q: 3 clusters Score -1072769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1072770.625000 Penalty: 4629.080566
	Iteration 51Q: 3 clusters Score -1072771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1072772.000000 Penalty: 4629.080566
	Iteration 52Q: 3 clusters Score -1072772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1072772.250000 Penalty: 4629.080566
	Iteration 53Q: 3 clusters Score -1072772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1072771.875000 Penalty: 4629.080566
	Iteration 54Q: 3 clusters Score -1072772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1072773.125000 Penalty: 4629.080566
	Iteration 55Q: 3 clusters Score -1072773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1072776.000000 Penalty: 4629.080566
	Iteration 56Q: 3 clusters Score -1072776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1072775.875000 Penalty: 4629.080566
	Iteration 57Q: 3 clusters Score -1072776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1072776.375000 Penalty: 4629.080566
	Iteration 58Q: 3 clusters Score -1072776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1072776.000000 Penalty: 4629.080566
	Iteration 59Q: 3 clusters Score -1072776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1072776.000000 Penalty: 4629.080566
	Iteration 60F: 3 clusters Score -1072776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (228895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228895 members 
Entering Unmasked Estep 
Score: -22531090.000000 Penalty: 3060.572754
	Iteration 0F: 2 clusters Score -2.253109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114665 members 
Mstep: Class 2 contains 114230 members 
Entering Unmasked Estep 
Score: -22378352.000000 Penalty: 6121.145508
	Iteration 0F: 3 clusters Score -2.237835e+07 nChanged 110193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118076 members 
Mstep: Class 2 contains 110819 members 
Entering Unmasked Estep 
Score: -22442716.000000 Penalty: 6121.145508
	Iteration 1F: 3 clusters Score -2.244272e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120919 members 
Mstep: Class 2 contains 107976 members 
Entering Unmasked Estep 
Score: -22444378.000000 Penalty: 6121.145508
	Iteration 2Q: 3 clusters Score -2.244438e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125464 members 
Mstep: Class 2 contains 103431 members 
Entering Unmasked Estep 
Score: -22446510.000000 Penalty: 6121.145508
	Iteration 3Q: 3 clusters Score -2.244651e+07 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132809 members 
Mstep: Class 2 contains 96086 members 
Entering Unmasked Estep 
Score: -22450340.000000 Penalty: 6121.145508
	Iteration 4Q: 3 clusters Score -2.245034e+07 nChanged 13270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144079 members 
Mstep: Class 2 contains 84816 members 
Entering Unmasked Estep 
Score: -22457470.000000 Penalty: 6121.145508
	Iteration 5F: 3 clusters Score -2.245747e+07 nChanged 16964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159707 members 
Mstep: Class 2 contains 69188 members 
Entering Unmasked Estep 
Score: -22468862.000000 Penalty: 6121.145508
	Iteration 6F: 3 clusters Score -2.246886e+07 nChanged 19487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178476 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -22485094.000000 Penalty: 6121.145508
	Iteration 7F: 3 clusters Score -2.248509e+07 nChanged 18547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196669 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -22501488.000000 Penalty: 6121.145508
	Iteration 8F: 3 clusters Score -2.250149e+07 nChanged 13633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210190 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -22514006.000000 Penalty: 6121.145508
	Iteration 9F: 3 clusters Score -2.251401e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218270 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -22521604.000000 Penalty: 6121.145508
	Iteration 10Q: 3 clusters Score -2.25216e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222352 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -22525484.000000 Penalty: 6121.145508
	Iteration 11Q: 3 clusters Score -2.252548e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224256 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -22527336.000000 Penalty: 6121.145508
	Iteration 12Q: 3 clusters Score -2.252734e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225085 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -22528224.000000 Penalty: 6121.145508
	Iteration 13Q: 3 clusters Score -2.252822e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225485 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -22528698.000000 Penalty: 6121.145508
	Iteration 14Q: 3 clusters Score -2.25287e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225750 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -22529006.000000 Penalty: 6121.145508
	Iteration 15Q: 3 clusters Score -2.252901e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225930 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -22529114.000000 Penalty: 6121.145508
	Iteration 16Q: 3 clusters Score -2.252911e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226071 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -22529246.000000 Penalty: 6121.145508
	Iteration 17Q: 3 clusters Score -2.252925e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226174 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -22529302.000000 Penalty: 6121.145508
	Iteration 18Q: 3 clusters Score -2.25293e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226249 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -22529376.000000 Penalty: 6121.145508
	Iteration 19Q: 3 clusters Score -2.252938e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226310 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -22529382.000000 Penalty: 6121.145508
	Iteration 20F: 3 clusters Score -2.252938e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226371 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -22529396.000000 Penalty: 6121.145508
	Iteration 21Q: 3 clusters Score -2.25294e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226413 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -22529408.000000 Penalty: 6121.145508
	Iteration 22Q: 3 clusters Score -2.252941e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226451 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -22529458.000000 Penalty: 6121.145508
	Iteration 23Q: 3 clusters Score -2.252946e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226495 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -22529472.000000 Penalty: 6121.145508
	Iteration 24Q: 3 clusters Score -2.252947e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226525 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -22529480.000000 Penalty: 6121.145508
	Iteration 25Q: 3 clusters Score -2.252948e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226546 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -22529474.000000 Penalty: 6121.145508
	Iteration 26Q: 3 clusters Score -2.252947e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226572 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -22529470.000000 Penalty: 6121.145508
	Iteration 27Q: 3 clusters Score -2.252947e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226584 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -22529458.000000 Penalty: 6121.145508
	Iteration 28Q: 3 clusters Score -2.252946e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226599 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -22529462.000000 Penalty: 6121.145508
	Iteration 29Q: 3 clusters Score -2.252946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226613 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -22529490.000000 Penalty: 6121.145508
	Iteration 30Q: 3 clusters Score -2.252949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226625 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -22529476.000000 Penalty: 6121.145508
	Iteration 31Q: 3 clusters Score -2.252948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226636 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -22529480.000000 Penalty: 6121.145508
	Iteration 32Q: 3 clusters Score -2.252948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226650 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -22529468.000000 Penalty: 6121.145508
	Iteration 33Q: 3 clusters Score -2.252947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226654 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -22529472.000000 Penalty: 6121.145508
	Iteration 34Q: 3 clusters Score -2.252947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226658 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -22529474.000000 Penalty: 6121.145508
	Iteration 35Q: 3 clusters Score -2.252947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226662 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -22529462.000000 Penalty: 6121.145508
	Iteration 36Q: 3 clusters Score -2.252946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226665 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -22529474.000000 Penalty: 6121.145508
	Iteration 37Q: 3 clusters Score -2.252947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226667 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -22529476.000000 Penalty: 6121.145508
	Iteration 38Q: 3 clusters Score -2.252948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226668 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -22529466.000000 Penalty: 6121.145508
	Iteration 39Q: 3 clusters Score -2.252947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226670 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -22529480.000000 Penalty: 6121.145508
	Iteration 40F: 3 clusters Score -2.252948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226673 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -22529472.000000 Penalty: 6121.145508
	Iteration 41Q: 3 clusters Score -2.252947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226675 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -22529484.000000 Penalty: 6121.145508
	Iteration 42Q: 3 clusters Score -2.252948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226676 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -22529484.000000 Penalty: 6121.145508
	Iteration 43Q: 3 clusters Score -2.252948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226676 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -22529484.000000 Penalty: 6121.145508
	Iteration 44F: 3 clusters Score -2.252948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Entering Unmasked Estep 
Score: -1236150.125000 Penalty: 2351.433838
	Iteration 0F: 2 clusters Score -1236150 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 6553 members 
Entering Unmasked Estep 
Score: -1226535.500000 Penalty: 4702.867676
	Iteration 0F: 3 clusters Score -1226536 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1229564.125000 Penalty: 4702.867676
	Iteration 1F: 3 clusters Score -1229564 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1230192.500000 Penalty: 4702.867676
	Iteration 2F: 3 clusters Score -1230192 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1231088.375000 Penalty: 4702.867676
	Iteration 3F: 3 clusters Score -1231088 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1232131.625000 Penalty: 4702.867676
	Iteration 4F: 3 clusters Score -1232132 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1233176.500000 Penalty: 4702.867676
	Iteration 5F: 3 clusters Score -1233176 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1233971.000000 Penalty: 4702.867676
	Iteration 6F: 3 clusters Score -1233971 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1234472.125000 Penalty: 4702.867676
	Iteration 7F: 3 clusters Score -1234472 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1234742.125000 Penalty: 4702.867676
	Iteration 8Q: 3 clusters Score -1234742 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1234921.250000 Penalty: 4702.867676
	Iteration 9Q: 3 clusters Score -1234921 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1235073.000000 Penalty: 4702.867676
	Iteration 10Q: 3 clusters Score -1235073 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1235181.625000 Penalty: 4702.867676
	Iteration 11Q: 3 clusters Score -1235182 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1235258.625000 Penalty: 4702.867676
	Iteration 12Q: 3 clusters Score -1235259 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1235313.250000 Penalty: 4702.867676
	Iteration 13Q: 3 clusters Score -1235313 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1235354.250000 Penalty: 4702.867676
	Iteration 14Q: 3 clusters Score -1235354 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1235392.250000 Penalty: 4702.867676
	Iteration 15Q: 3 clusters Score -1235392 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1235423.250000 Penalty: 4702.867676
	Iteration 16Q: 3 clusters Score -1235423 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1235452.750000 Penalty: 4702.867676
	Iteration 17Q: 3 clusters Score -1235453 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1235472.750000 Penalty: 4702.867676
	Iteration 18Q: 3 clusters Score -1235473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1235486.500000 Penalty: 4702.867676
	Iteration 19Q: 3 clusters Score -1235486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1235494.500000 Penalty: 4702.867676
	Iteration 20F: 3 clusters Score -1235494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1235503.125000 Penalty: 4702.867676
	Iteration 21Q: 3 clusters Score -1235503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1235511.875000 Penalty: 4702.867676
	Iteration 22Q: 3 clusters Score -1235512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1235518.125000 Penalty: 4702.867676
	Iteration 23Q: 3 clusters Score -1235518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1235525.625000 Penalty: 4702.867676
	Iteration 24Q: 3 clusters Score -1235526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1235533.125000 Penalty: 4702.867676
	Iteration 25Q: 3 clusters Score -1235533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1235539.750000 Penalty: 4702.867676
	Iteration 26Q: 3 clusters Score -1235540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1235546.625000 Penalty: 4702.867676
	Iteration 27Q: 3 clusters Score -1235547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1235552.750000 Penalty: 4702.867676
	Iteration 28Q: 3 clusters Score -1235553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1235554.750000 Penalty: 4702.867676
	Iteration 29Q: 3 clusters Score -1235555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1235561.375000 Penalty: 4702.867676
	Iteration 30Q: 3 clusters Score -1235561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1235564.375000 Penalty: 4702.867676
	Iteration 31Q: 3 clusters Score -1235564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1235564.500000 Penalty: 4702.867676
	Iteration 32Q: 3 clusters Score -1235564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1235564.500000 Penalty: 4702.867676
	Iteration 33F: 3 clusters Score -1235564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Entering Unmasked Estep 
Score: -6206234.000000 Penalty: 2744.134521
	Iteration 0F: 2 clusters Score -6206234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -6163292.500000 Penalty: 5488.269043
	Iteration 0F: 3 clusters Score -6163292 nChanged 29757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -6179787.000000 Penalty: 5488.269043
	Iteration 1F: 3 clusters Score -6179787 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -6180345.000000 Penalty: 5488.269043
	Iteration 2Q: 3 clusters Score -6180345 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -6180942.500000 Penalty: 5488.269043
	Iteration 3Q: 3 clusters Score -6180942 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -6181562.500000 Penalty: 5488.269043
	Iteration 4Q: 3 clusters Score -6181562 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -6182253.500000 Penalty: 5488.269043
	Iteration 5Q: 3 clusters Score -6182254 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -6183012.000000 Penalty: 5488.269043
	Iteration 6Q: 3 clusters Score -6183012 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -6183860.500000 Penalty: 5488.269043
	Iteration 7Q: 3 clusters Score -6183860 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -6184764.000000 Penalty: 5488.269043
	Iteration 8Q: 3 clusters Score -6184764 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -6185836.000000 Penalty: 5488.269043
	Iteration 9Q: 3 clusters Score -6185836 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -6186892.500000 Penalty: 5488.269043
	Iteration 10Q: 3 clusters Score -6186892 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -6187858.000000 Penalty: 5488.269043
	Iteration 11Q: 3 clusters Score -6187858 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -6188781.000000 Penalty: 5488.269043
	Iteration 12Q: 3 clusters Score -6188781 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -6189532.000000 Penalty: 5488.269043
	Iteration 13Q: 3 clusters Score -6189532 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -6190319.500000 Penalty: 5488.269043
	Iteration 14Q: 3 clusters Score -6190320 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -6191048.000000 Penalty: 5488.269043
	Iteration 15Q: 3 clusters Score -6191048 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -6191992.500000 Penalty: 5488.269043
	Iteration 16Q: 3 clusters Score -6191992 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -6193074.500000 Penalty: 5488.269043
	Iteration 17Q: 3 clusters Score -6193074 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -6194459.500000 Penalty: 5488.269043
	Iteration 18Q: 3 clusters Score -6194460 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -6195760.500000 Penalty: 5488.269043
	Iteration 19Q: 3 clusters Score -6195760 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -6196857.500000 Penalty: 5488.269043
	Iteration 20F: 3 clusters Score -6196858 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -6197795.500000 Penalty: 5488.269043
	Iteration 21Q: 3 clusters Score -6197796 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -6198647.000000 Penalty: 5488.269043
	Iteration 22Q: 3 clusters Score -6198647 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -6199476.500000 Penalty: 5488.269043
	Iteration 23Q: 3 clusters Score -6199476 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -6200484.000000 Penalty: 5488.269043
	Iteration 24Q: 3 clusters Score -6200484 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -6201341.000000 Penalty: 5488.269043
	Iteration 25Q: 3 clusters Score -6201341 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -6202057.000000 Penalty: 5488.269043
	Iteration 26Q: 3 clusters Score -6202057 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -6202530.000000 Penalty: 5488.269043
	Iteration 27Q: 3 clusters Score -6202530 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -6202811.500000 Penalty: 5488.269043
	Iteration 28Q: 3 clusters Score -6202812 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -6203004.000000 Penalty: 5488.269043
	Iteration 29Q: 3 clusters Score -6203004 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -6203075.500000 Penalty: 5488.269043
	Iteration 30Q: 3 clusters Score -6203076 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -6203136.500000 Penalty: 5488.269043
	Iteration 31Q: 3 clusters Score -6203136 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -6203121.000000 Penalty: 5488.269043
	Iteration 32Q: 3 clusters Score -6203121 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -6203158.500000 Penalty: 5488.269043
	Iteration 33Q: 3 clusters Score -6203158 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -6203169.500000 Penalty: 5488.269043
	Iteration 34Q: 3 clusters Score -6203170 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -6203176.000000 Penalty: 5488.269043
	Iteration 35Q: 3 clusters Score -6203176 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -6203179.500000 Penalty: 5488.269043
	Iteration 36Q: 3 clusters Score -6203180 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -6203175.000000 Penalty: 5488.269043
	Iteration 37Q: 3 clusters Score -6203175 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -6203181.500000 Penalty: 5488.269043
	Iteration 38Q: 3 clusters Score -6203182 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -6203193.000000 Penalty: 5488.269043
	Iteration 39Q: 3 clusters Score -6203193 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -6203212.500000 Penalty: 5488.269043
	Iteration 40F: 3 clusters Score -6203212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -6203213.500000 Penalty: 5488.269043
	Iteration 41Q: 3 clusters Score -6203214 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -6203205.500000 Penalty: 5488.269043
	Iteration 42Q: 3 clusters Score -6203206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -6203204.500000 Penalty: 5488.269043
	Iteration 43Q: 3 clusters Score -6203204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -6203203.000000 Penalty: 5488.269043
	Iteration 44Q: 3 clusters Score -6203203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -6203207.000000 Penalty: 5488.269043
	Iteration 45Q: 3 clusters Score -6203207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -6203197.500000 Penalty: 5488.269043
	Iteration 46Q: 3 clusters Score -6203198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -6203193.000000 Penalty: 5488.269043
	Iteration 47Q: 3 clusters Score -6203193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -6203171.000000 Penalty: 5488.269043
	Iteration 48Q: 3 clusters Score -6203171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -6203179.500000 Penalty: 5488.269043
	Iteration 49Q: 3 clusters Score -6203180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -6203185.000000 Penalty: 5488.269043
	Iteration 50Q: 3 clusters Score -6203185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -6203204.000000 Penalty: 5488.269043
	Iteration 51Q: 3 clusters Score -6203204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -6203201.500000 Penalty: 5488.269043
	Iteration 52Q: 3 clusters Score -6203202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -6203200.000000 Penalty: 5488.269043
	Iteration 53Q: 3 clusters Score -6203200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -6203198.000000 Penalty: 5488.269043
	Iteration 54Q: 3 clusters Score -6203198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -6203199.500000 Penalty: 5488.269043
	Iteration 55Q: 3 clusters Score -6203200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -6203187.000000 Penalty: 5488.269043
	Iteration 56Q: 3 clusters Score -6203187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -6203189.500000 Penalty: 5488.269043
	Iteration 57Q: 3 clusters Score -6203190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -6203187.500000 Penalty: 5488.269043
	Iteration 58Q: 3 clusters Score -6203188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -6203195.000000 Penalty: 5488.269043
	Iteration 59Q: 3 clusters Score -6203195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -6203193.500000 Penalty: 5488.269043
	Iteration 60F: 3 clusters Score -6203194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -6203197.500000 Penalty: 5488.269043
	Iteration 61Q: 3 clusters Score -6203198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -6203198.000000 Penalty: 5488.269043
	Iteration 62Q: 3 clusters Score -6203198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -6203196.500000 Penalty: 5488.269043
	Iteration 63Q: 3 clusters Score -6203196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -6203189.000000 Penalty: 5488.269043
	Iteration 64Q: 3 clusters Score -6203189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -6203189.500000 Penalty: 5488.269043
	Iteration 65Q: 3 clusters Score -6203190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -6203194.000000 Penalty: 5488.269043
	Iteration 66Q: 3 clusters Score -6203194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -6203194.000000 Penalty: 5488.269043
	Iteration 67Q: 3 clusters Score -6203194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -6203206.000000 Penalty: 5488.269043
	Iteration 68Q: 3 clusters Score -6203206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -6203201.000000 Penalty: 5488.269043
	Iteration 69Q: 3 clusters Score -6203201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -6203197.500000 Penalty: 5488.269043
	Iteration 70Q: 3 clusters Score -6203198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -6203194.500000 Penalty: 5488.269043
	Iteration 71Q: 3 clusters Score -6203194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -6203190.000000 Penalty: 5488.269043
	Iteration 72Q: 3 clusters Score -6203190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -6203191.000000 Penalty: 5488.269043
	Iteration 73Q: 3 clusters Score -6203191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -6203186.000000 Penalty: 5488.269043
	Iteration 74Q: 3 clusters Score -6203186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -6203191.000000 Penalty: 5488.269043
	Iteration 75Q: 3 clusters Score -6203191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -6203188.000000 Penalty: 5488.269043
	Iteration 76Q: 3 clusters Score -6203188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -6203190.500000 Penalty: 5488.269043
	Iteration 77Q: 3 clusters Score -6203190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -6203195.000000 Penalty: 5488.269043
	Iteration 78Q: 3 clusters Score -6203195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -6203187.500000 Penalty: 5488.269043
	Iteration 79Q: 3 clusters Score -6203188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -6203185.500000 Penalty: 5488.269043
	Iteration 80F: 3 clusters Score -6203186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -6203187.500000 Penalty: 5488.269043
	Iteration 81Q: 3 clusters Score -6203188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -6203191.500000 Penalty: 5488.269043
	Iteration 82Q: 3 clusters Score -6203192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -6203188.500000 Penalty: 5488.269043
	Iteration 83Q: 3 clusters Score -6203188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -6203178.000000 Penalty: 5488.269043
	Iteration 84Q: 3 clusters Score -6203178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -6203183.500000 Penalty: 5488.269043
	Iteration 85Q: 3 clusters Score -6203184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -6203192.000000 Penalty: 5488.269043
	Iteration 86Q: 3 clusters Score -6203192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -6203189.000000 Penalty: 5488.269043
	Iteration 87Q: 3 clusters Score -6203189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -6203187.000000 Penalty: 5488.269043
	Iteration 88Q: 3 clusters Score -6203187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -6203191.500000 Penalty: 5488.269043
	Iteration 89Q: 3 clusters Score -6203192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -6203190.000000 Penalty: 5488.269043
	Iteration 90Q: 3 clusters Score -6203190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -6203192.500000 Penalty: 5488.269043
	Iteration 91Q: 3 clusters Score -6203192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -6203192.500000 Penalty: 5488.269043
	Iteration 92Q: 3 clusters Score -6203192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -6203198.000000 Penalty: 5488.269043
	Iteration 93Q: 3 clusters Score -6203198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -6203196.500000 Penalty: 5488.269043
	Iteration 94Q: 3 clusters Score -6203196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -6203189.500000 Penalty: 5488.269043
	Iteration 95Q: 3 clusters Score -6203190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -6203190.000000 Penalty: 5488.269043
	Iteration 96Q: 3 clusters Score -6203190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -6203192.500000 Penalty: 5488.269043
	Iteration 97Q: 3 clusters Score -6203192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -6203191.000000 Penalty: 5488.269043
	Iteration 98Q: 3 clusters Score -6203191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -6203189.000000 Penalty: 5488.269043
	Iteration 99Q: 3 clusters Score -6203189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -6203189.500000 Penalty: 5488.269043
	Iteration 100F: 3 clusters Score -6203190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -6203192.000000 Penalty: 5488.269043
	Iteration 101Q: 3 clusters Score -6203192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -6203193.500000 Penalty: 5488.269043
	Iteration 102Q: 3 clusters Score -6203194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -6203193.000000 Penalty: 5488.269043
	Iteration 103Q: 3 clusters Score -6203193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -6203196.000000 Penalty: 5488.269043
	Iteration 104Q: 3 clusters Score -6203196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -6203194.000000 Penalty: 5488.269043
	Iteration 105Q: 3 clusters Score -6203194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -6203207.500000 Penalty: 5488.269043
	Iteration 106Q: 3 clusters Score -6203208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -6203207.000000 Penalty: 5488.269043
	Iteration 107Q: 3 clusters Score -6203207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -6203205.500000 Penalty: 5488.269043
	Iteration 108Q: 3 clusters Score -6203206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -6203212.000000 Penalty: 5488.269043
	Iteration 109Q: 3 clusters Score -6203212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6203214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -6203213.500000 Penalty: 5488.269043
	Iteration 111F: 3 clusters Score -6203214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Entering Unmasked Estep 
Score: -1067546.375000 Penalty: 2316.898438
	Iteration 0F: 2 clusters Score -1067546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1058975 nChanged 4822
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1061483 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1061773 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1061980 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1062129 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1062280 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1062434.250000 Penalty: 4633.796875
	Iteration 6Q: 3 clusters Score -1062434 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1062610.500000 Penalty: 4633.796875
	Iteration 7Q: 3 clusters Score -1062610 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1062795 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1062992 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1063211 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1063465.625000 Penalty: 4633.796875
	Iteration 11Q: 3 clusters Score -1063466 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1063747.500000 Penalty: 4633.796875
	Iteration 12Q: 3 clusters Score -1063748 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1064020.750000 Penalty: 4633.796875
	Iteration 13Q: 3 clusters Score -1064021 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1064311.875000 Penalty: 4633.796875
	Iteration 14Q: 3 clusters Score -1064312 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1064569.500000 Penalty: 4633.796875
	Iteration 15Q: 3 clusters Score -1064570 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1064816.500000 Penalty: 4633.796875
	Iteration 16Q: 3 clusters Score -1064816 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1065050.125000 Penalty: 4633.796875
	Iteration 17Q: 3 clusters Score -1065050 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1065276.125000 Penalty: 4633.796875
	Iteration 18Q: 3 clusters Score -1065276 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1065457.625000 Penalty: 4633.796875
	Iteration 19Q: 3 clusters Score -1065458 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1065607.375000 Penalty: 4633.796875
	Iteration 20F: 3 clusters Score -1065607 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1065741.500000 Penalty: 4633.796875
	Iteration 21Q: 3 clusters Score -1065742 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1065841.750000 Penalty: 4633.796875
	Iteration 22Q: 3 clusters Score -1065842 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1065910.500000 Penalty: 4633.796875
	Iteration 23Q: 3 clusters Score -1065910 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1065978.000000 Penalty: 4633.796875
	Iteration 24Q: 3 clusters Score -1065978 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1066025.750000 Penalty: 4633.796875
	Iteration 25Q: 3 clusters Score -1066026 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1066074.125000 Penalty: 4633.796875
	Iteration 26Q: 3 clusters Score -1066074 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1066119.375000 Penalty: 4633.796875
	Iteration 27Q: 3 clusters Score -1066119 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1066154.500000 Penalty: 4633.796875
	Iteration 28Q: 3 clusters Score -1066154 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1066191.875000 Penalty: 4633.796875
	Iteration 29Q: 3 clusters Score -1066192 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1066226.500000 Penalty: 4633.796875
	Iteration 30Q: 3 clusters Score -1066226 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1066260.500000 Penalty: 4633.796875
	Iteration 31Q: 3 clusters Score -1066260 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1066277.250000 Penalty: 4633.796875
	Iteration 32Q: 3 clusters Score -1066277 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1066296.250000 Penalty: 4633.796875
	Iteration 33Q: 3 clusters Score -1066296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1066310.375000 Penalty: 4633.796875
	Iteration 34Q: 3 clusters Score -1066310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1066321.625000 Penalty: 4633.796875
	Iteration 35Q: 3 clusters Score -1066322 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1066330.000000 Penalty: 4633.796875
	Iteration 36Q: 3 clusters Score -1066330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1066337.750000 Penalty: 4633.796875
	Iteration 37Q: 3 clusters Score -1066338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1066350.875000 Penalty: 4633.796875
	Iteration 38Q: 3 clusters Score -1066351 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1066364.750000 Penalty: 4633.796875
	Iteration 39Q: 3 clusters Score -1066365 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1066375.875000 Penalty: 4633.796875
	Iteration 40F: 3 clusters Score -1066376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1066386.375000 Penalty: 4633.796875
	Iteration 41Q: 3 clusters Score -1066386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1066395.375000 Penalty: 4633.796875
	Iteration 42Q: 3 clusters Score -1066395 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1066407.500000 Penalty: 4633.796875
	Iteration 43Q: 3 clusters Score -1066408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1066415.875000 Penalty: 4633.796875
	Iteration 44Q: 3 clusters Score -1066416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1066425.500000 Penalty: 4633.796875
	Iteration 45Q: 3 clusters Score -1066426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1066430.125000 Penalty: 4633.796875
	Iteration 46Q: 3 clusters Score -1066430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1066433.750000 Penalty: 4633.796875
	Iteration 47Q: 3 clusters Score -1066434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1066437.500000 Penalty: 4633.796875
	Iteration 48Q: 3 clusters Score -1066438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1066443.375000 Penalty: 4633.796875
	Iteration 49Q: 3 clusters Score -1066443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1066446.000000 Penalty: 4633.796875
	Iteration 50Q: 3 clusters Score -1066446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1066452.625000 Penalty: 4633.796875
	Iteration 51Q: 3 clusters Score -1066453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1066456.000000 Penalty: 4633.796875
	Iteration 52Q: 3 clusters Score -1066456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1066459.000000 Penalty: 4633.796875
	Iteration 53Q: 3 clusters Score -1066459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1066464.000000 Penalty: 4633.796875
	Iteration 54Q: 3 clusters Score -1066464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1066462.875000 Penalty: 4633.796875
	Iteration 55Q: 3 clusters Score -1066463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1066467.375000 Penalty: 4633.796875
	Iteration 56Q: 3 clusters Score -1066467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1066467.125000 Penalty: 4633.796875
	Iteration 57Q: 3 clusters Score -1066467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1066470.750000 Penalty: 4633.796875
	Iteration 58Q: 3 clusters Score -1066471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1066476.250000 Penalty: 4633.796875
	Iteration 59Q: 3 clusters Score -1066476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1066476.875000 Penalty: 4633.796875
	Iteration 60F: 3 clusters Score -1066477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1066479.000000 Penalty: 4633.796875
	Iteration 61Q: 3 clusters Score -1066479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1066484.125000 Penalty: 4633.796875
	Iteration 62Q: 3 clusters Score -1066484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1066488.250000 Penalty: 4633.796875
	Iteration 63Q: 3 clusters Score -1066488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1066492.375000 Penalty: 4633.796875
	Iteration 64Q: 3 clusters Score -1066492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1066499.125000 Penalty: 4633.796875
	Iteration 65Q: 3 clusters Score -1066499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1066500.000000 Penalty: 4633.796875
	Iteration 66Q: 3 clusters Score -1066500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1066504.500000 Penalty: 4633.796875
	Iteration 67Q: 3 clusters Score -1066504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1066507.625000 Penalty: 4633.796875
	Iteration 68Q: 3 clusters Score -1066508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1066510.500000 Penalty: 4633.796875
	Iteration 69Q: 3 clusters Score -1066510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1066514.000000 Penalty: 4633.796875
	Iteration 70Q: 3 clusters Score -1066514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1066515.500000 Penalty: 4633.796875
	Iteration 71Q: 3 clusters Score -1066516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1066524.250000 Penalty: 4633.796875
	Iteration 72Q: 3 clusters Score -1066524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1066526.125000 Penalty: 4633.796875
	Iteration 73Q: 3 clusters Score -1066526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1066531.125000 Penalty: 4633.796875
	Iteration 74Q: 3 clusters Score -1066531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1066534.625000 Penalty: 4633.796875
	Iteration 75Q: 3 clusters Score -1066535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1066534.375000 Penalty: 4633.796875
	Iteration 76Q: 3 clusters Score -1066534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1066535.500000 Penalty: 4633.796875
	Iteration 77Q: 3 clusters Score -1066536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1066536.375000 Penalty: 4633.796875
	Iteration 78Q: 3 clusters Score -1066536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1066542.375000 Penalty: 4633.796875
	Iteration 79Q: 3 clusters Score -1066542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1066543.875000 Penalty: 4633.796875
	Iteration 80F: 3 clusters Score -1066544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1066544.250000 Penalty: 4633.796875
	Iteration 81Q: 3 clusters Score -1066544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1066546.750000 Penalty: 4633.796875
	Iteration 82Q: 3 clusters Score -1066547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1066550.125000 Penalty: 4633.796875
	Iteration 83Q: 3 clusters Score -1066550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1066548.125000 Penalty: 4633.796875
	Iteration 84Q: 3 clusters Score -1066548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1066551.000000 Penalty: 4633.796875
	Iteration 85Q: 3 clusters Score -1066551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1066553.125000 Penalty: 4633.796875
	Iteration 86Q: 3 clusters Score -1066553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1066550.875000 Penalty: 4633.796875
	Iteration 87Q: 3 clusters Score -1066551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1066550.875000 Penalty: 4633.796875
	Iteration 88F: 3 clusters Score -1066551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Entering Unmasked Estep 
Score: -662007.187500 Penalty: 2200.307373
	Iteration 0F: 2 clusters Score -662007.2 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 3536 members 
Entering Unmasked Estep 
Score: -656202.812500 Penalty: 4400.614746
	Iteration 0F: 3 clusters Score -656202.8 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -657777.625000 Penalty: 4400.614746
	Iteration 1F: 3 clusters Score -657777.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -658022.812500 Penalty: 4400.614746
	Iteration 2F: 3 clusters Score -658022.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -658180.687500 Penalty: 4400.614746
	Iteration 3Q: 3 clusters Score -658180.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -658299.437500 Penalty: 4400.614746
	Iteration 4Q: 3 clusters Score -658299.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -658428.500000 Penalty: 4400.614746
	Iteration 5Q: 3 clusters Score -658428.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -658570.937500 Penalty: 4400.614746
	Iteration 6Q: 3 clusters Score -658570.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -658709.750000 Penalty: 4400.614746
	Iteration 7Q: 3 clusters Score -658709.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -658892.437500 Penalty: 4400.614746
	Iteration 8Q: 3 clusters Score -658892.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -659101.750000 Penalty: 4400.614746
	Iteration 9Q: 3 clusters Score -659101.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -659356.625000 Penalty: 4400.614746
	Iteration 10Q: 3 clusters Score -659356.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -659604.187500 Penalty: 4400.614746
	Iteration 11Q: 3 clusters Score -659604.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -659825.687500 Penalty: 4400.614746
	Iteration 12Q: 3 clusters Score -659825.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -660027.812500 Penalty: 4400.614746
	Iteration 13Q: 3 clusters Score -660027.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -660194.375000 Penalty: 4400.614746
	Iteration 14Q: 3 clusters Score -660194.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -660344.437500 Penalty: 4400.614746
	Iteration 15Q: 3 clusters Score -660344.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -660456.500000 Penalty: 4400.614746
	Iteration 16Q: 3 clusters Score -660456.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -660538.500000 Penalty: 4400.614746
	Iteration 17Q: 3 clusters Score -660538.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -660609.000000 Penalty: 4400.614746
	Iteration 18Q: 3 clusters Score -660609 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -660671.000000 Penalty: 4400.614746
	Iteration 19Q: 3 clusters Score -660671 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -660724.812500 Penalty: 4400.614746
	Iteration 20F: 3 clusters Score -660724.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -660753.625000 Penalty: 4400.614746
	Iteration 21Q: 3 clusters Score -660753.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -660773.812500 Penalty: 4400.614746
	Iteration 22Q: 3 clusters Score -660773.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -660787.375000 Penalty: 4400.614746
	Iteration 23Q: 3 clusters Score -660787.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -660799.875000 Penalty: 4400.614746
	Iteration 24Q: 3 clusters Score -660799.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -660807.875000 Penalty: 4400.614746
	Iteration 25Q: 3 clusters Score -660807.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -660810.187500 Penalty: 4400.614746
	Iteration 26Q: 3 clusters Score -660810.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -660810.375000 Penalty: 4400.614746
	Iteration 27Q: 3 clusters Score -660810.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -660811.500000 Penalty: 4400.614746
	Iteration 28Q: 3 clusters Score -660811.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -660814.500000 Penalty: 4400.614746
	Iteration 29Q: 3 clusters Score -660814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -660813.625000 Penalty: 4400.614746
	Iteration 30Q: 3 clusters Score -660813.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -660813.875000 Penalty: 4400.614746
	Iteration 31Q: 3 clusters Score -660813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -660814.062500 Penalty: 4400.614746
	Iteration 32Q: 3 clusters Score -660814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -660814.750000 Penalty: 4400.614746
	Iteration 33Q: 3 clusters Score -660814.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -660814.750000 Penalty: 4400.614746
	Iteration 34F: 3 clusters Score -660814.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Entering Unmasked Estep 
Score: -646625.125000 Penalty: 2194.287842
	Iteration 0F: 2 clusters Score -646625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -640924.375000 Penalty: 4388.575684
	Iteration 0F: 3 clusters Score -640924.4 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -642454.500000 Penalty: 4388.575684
	Iteration 1F: 3 clusters Score -642454.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -642707.312500 Penalty: 4388.575684
	Iteration 2F: 3 clusters Score -642707.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -642866.187500 Penalty: 4388.575684
	Iteration 3Q: 3 clusters Score -642866.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -642976.062500 Penalty: 4388.575684
	Iteration 4Q: 3 clusters Score -642976.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -643080.062500 Penalty: 4388.575684
	Iteration 5Q: 3 clusters Score -643080.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -643162.250000 Penalty: 4388.575684
	Iteration 6Q: 3 clusters Score -643162.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -643246.187500 Penalty: 4388.575684
	Iteration 7Q: 3 clusters Score -643246.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -643342.500000 Penalty: 4388.575684
	Iteration 8Q: 3 clusters Score -643342.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -643442.875000 Penalty: 4388.575684
	Iteration 9Q: 3 clusters Score -643442.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -643531.937500 Penalty: 4388.575684
	Iteration 10Q: 3 clusters Score -643531.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -643608.437500 Penalty: 4388.575684
	Iteration 11Q: 3 clusters Score -643608.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -643675.375000 Penalty: 4388.575684
	Iteration 12Q: 3 clusters Score -643675.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -643742.125000 Penalty: 4388.575684
	Iteration 13Q: 3 clusters Score -643742.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -643819.750000 Penalty: 4388.575684
	Iteration 14Q: 3 clusters Score -643819.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -643904.562500 Penalty: 4388.575684
	Iteration 15Q: 3 clusters Score -643904.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -644019.375000 Penalty: 4388.575684
	Iteration 16Q: 3 clusters Score -644019.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -644136.187500 Penalty: 4388.575684
	Iteration 17Q: 3 clusters Score -644136.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -644299.937500 Penalty: 4388.575684
	Iteration 18Q: 3 clusters Score -644299.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -644490.250000 Penalty: 4388.575684
	Iteration 19Q: 3 clusters Score -644490.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -644658.437500 Penalty: 4388.575684
	Iteration 20F: 3 clusters Score -644658.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -644795.125000 Penalty: 4388.575684
	Iteration 21Q: 3 clusters Score -644795.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -644913.250000 Penalty: 4388.575684
	Iteration 22Q: 3 clusters Score -644913.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -645016.187500 Penalty: 4388.575684
	Iteration 23Q: 3 clusters Score -645016.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -645084.562500 Penalty: 4388.575684
	Iteration 24Q: 3 clusters Score -645084.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -645135.312500 Penalty: 4388.575684
	Iteration 25Q: 3 clusters Score -645135.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -645171.375000 Penalty: 4388.575684
	Iteration 26Q: 3 clusters Score -645171.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -645193.937500 Penalty: 4388.575684
	Iteration 27Q: 3 clusters Score -645193.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -645214.875000 Penalty: 4388.575684
	Iteration 28Q: 3 clusters Score -645214.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -645232.625000 Penalty: 4388.575684
	Iteration 29Q: 3 clusters Score -645232.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -645246.375000 Penalty: 4388.575684
	Iteration 30Q: 3 clusters Score -645246.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -645254.500000 Penalty: 4388.575684
	Iteration 31Q: 3 clusters Score -645254.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -645258.750000 Penalty: 4388.575684
	Iteration 32Q: 3 clusters Score -645258.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -645263.875000 Penalty: 4388.575684
	Iteration 33Q: 3 clusters Score -645263.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -645273.750000 Penalty: 4388.575684
	Iteration 34Q: 3 clusters Score -645273.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -645279.875000 Penalty: 4388.575684
	Iteration 35Q: 3 clusters Score -645279.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -645286.000000 Penalty: 4388.575684
	Iteration 36Q: 3 clusters Score -645286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -645293.750000 Penalty: 4388.575684
	Iteration 37Q: 3 clusters Score -645293.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -645304.375000 Penalty: 4388.575684
	Iteration 38Q: 3 clusters Score -645304.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -645308.812500 Penalty: 4388.575684
	Iteration 39Q: 3 clusters Score -645308.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -645318.250000 Penalty: 4388.575684
	Iteration 40F: 3 clusters Score -645318.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -645330.937500 Penalty: 4388.575684
	Iteration 41Q: 3 clusters Score -645330.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -645342.937500 Penalty: 4388.575684
	Iteration 42Q: 3 clusters Score -645342.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -645354.875000 Penalty: 4388.575684
	Iteration 43Q: 3 clusters Score -645354.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -645365.937500 Penalty: 4388.575684
	Iteration 44Q: 3 clusters Score -645365.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -645381.875000 Penalty: 4388.575684
	Iteration 45Q: 3 clusters Score -645381.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -645410.250000 Penalty: 4388.575684
	Iteration 46Q: 3 clusters Score -645410.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -645454.312500 Penalty: 4388.575684
	Iteration 47Q: 3 clusters Score -645454.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -645521.187500 Penalty: 4388.575684
	Iteration 48Q: 3 clusters Score -645521.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -645586.625000 Penalty: 4388.575684
	Iteration 49Q: 3 clusters Score -645586.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -645635.562500 Penalty: 4388.575684
	Iteration 50Q: 3 clusters Score -645635.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -645666.125000 Penalty: 4388.575684
	Iteration 51Q: 3 clusters Score -645666.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -645697.250000 Penalty: 4388.575684
	Iteration 52Q: 3 clusters Score -645697.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -645722.812500 Penalty: 4388.575684
	Iteration 53Q: 3 clusters Score -645722.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -645752.187500 Penalty: 4388.575684
	Iteration 54Q: 3 clusters Score -645752.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -645767.187500 Penalty: 4388.575684
	Iteration 55Q: 3 clusters Score -645767.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -645778.187500 Penalty: 4388.575684
	Iteration 56Q: 3 clusters Score -645778.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -645790.062500 Penalty: 4388.575684
	Iteration 57Q: 3 clusters Score -645790.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -645804.562500 Penalty: 4388.575684
	Iteration 58Q: 3 clusters Score -645804.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -645818.062500 Penalty: 4388.575684
	Iteration 59Q: 3 clusters Score -645818.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -645830.937500 Penalty: 4388.575684
	Iteration 60F: 3 clusters Score -645830.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -645845.125000 Penalty: 4388.575684
	Iteration 61Q: 3 clusters Score -645845.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -645851.812500 Penalty: 4388.575684
	Iteration 62Q: 3 clusters Score -645851.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -645859.500000 Penalty: 4388.575684
	Iteration 63Q: 3 clusters Score -645859.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -645864.437500 Penalty: 4388.575684
	Iteration 64Q: 3 clusters Score -645864.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -645869.812500 Penalty: 4388.575684
	Iteration 65Q: 3 clusters Score -645869.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -645875.312500 Penalty: 4388.575684
	Iteration 66Q: 3 clusters Score -645875.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -645881.625000 Penalty: 4388.575684
	Iteration 67Q: 3 clusters Score -645881.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -645886.875000 Penalty: 4388.575684
	Iteration 68Q: 3 clusters Score -645886.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -645889.437500 Penalty: 4388.575684
	Iteration 69Q: 3 clusters Score -645889.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -645891.875000 Penalty: 4388.575684
	Iteration 70Q: 3 clusters Score -645891.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -645896.500000 Penalty: 4388.575684
	Iteration 71Q: 3 clusters Score -645896.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -645895.937500 Penalty: 4388.575684
	Iteration 72Q: 3 clusters Score -645895.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -645898.000000 Penalty: 4388.575684
	Iteration 73Q: 3 clusters Score -645898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -645900.125000 Penalty: 4388.575684
	Iteration 74Q: 3 clusters Score -645900.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -645899.875000 Penalty: 4388.575684
	Iteration 75Q: 3 clusters Score -645899.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -645900.125000 Penalty: 4388.575684
	Iteration 76Q: 3 clusters Score -645900.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -645900.125000 Penalty: 4388.575684
	Iteration 77F: 3 clusters Score -645900.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Entering Unmasked Estep 
Score: -991985.312500 Penalty: 2297.724365
	Iteration 0F: 2 clusters Score -991985.3 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 5260 members 
Entering Unmasked Estep 
Score: -983958.500000 Penalty: 4595.448730
	Iteration 0F: 3 clusters Score -983958.5 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -986238.875000 Penalty: 4595.448730
	Iteration 1F: 3 clusters Score -986238.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -986515.187500 Penalty: 4595.448730
	Iteration 2F: 3 clusters Score -986515.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -986740.812500 Penalty: 4595.448730
	Iteration 3F: 3 clusters Score -986740.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -986915.375000 Penalty: 4595.448730
	Iteration 4Q: 3 clusters Score -986915.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -987092.187500 Penalty: 4595.448730
	Iteration 5Q: 3 clusters Score -987092.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -987275.062500 Penalty: 4595.448730
	Iteration 6Q: 3 clusters Score -987275.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -987444.312500 Penalty: 4595.448730
	Iteration 7Q: 3 clusters Score -987444.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -987579.375000 Penalty: 4595.448730
	Iteration 8Q: 3 clusters Score -987579.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -987739.812500 Penalty: 4595.448730
	Iteration 9Q: 3 clusters Score -987739.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -987891.812500 Penalty: 4595.448730
	Iteration 10Q: 3 clusters Score -987891.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -988058.812500 Penalty: 4595.448730
	Iteration 11Q: 3 clusters Score -988058.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -988225.312500 Penalty: 4595.448730
	Iteration 12Q: 3 clusters Score -988225.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -988396.937500 Penalty: 4595.448730
	Iteration 13Q: 3 clusters Score -988396.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -988610.000000 Penalty: 4595.448730
	Iteration 14Q: 3 clusters Score -988610 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -988828.937500 Penalty: 4595.448730
	Iteration 15Q: 3 clusters Score -988828.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -989028.312500 Penalty: 4595.448730
	Iteration 16Q: 3 clusters Score -989028.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -989174.437500 Penalty: 4595.448730
	Iteration 17Q: 3 clusters Score -989174.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -989283.312500 Penalty: 4595.448730
	Iteration 18Q: 3 clusters Score -989283.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -989373.562500 Penalty: 4595.448730
	Iteration 19Q: 3 clusters Score -989373.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -989470.187500 Penalty: 4595.448730
	Iteration 20F: 3 clusters Score -989470.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -989565.250000 Penalty: 4595.448730
	Iteration 21Q: 3 clusters Score -989565.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -989652.687500 Penalty: 4595.448730
	Iteration 22Q: 3 clusters Score -989652.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -989714.000000 Penalty: 4595.448730
	Iteration 23Q: 3 clusters Score -989714 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -989770.875000 Penalty: 4595.448730
	Iteration 24Q: 3 clusters Score -989770.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -989842.812500 Penalty: 4595.448730
	Iteration 25Q: 3 clusters Score -989842.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -989892.562500 Penalty: 4595.448730
	Iteration 26Q: 3 clusters Score -989892.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -989936.125000 Penalty: 4595.448730
	Iteration 27Q: 3 clusters Score -989936.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -989992.812500 Penalty: 4595.448730
	Iteration 28Q: 3 clusters Score -989992.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -990042.437500 Penalty: 4595.448730
	Iteration 29Q: 3 clusters Score -990042.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -990080.937500 Penalty: 4595.448730
	Iteration 30Q: 3 clusters Score -990080.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -990126.000000 Penalty: 4595.448730
	Iteration 31Q: 3 clusters Score -990126 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -990163.250000 Penalty: 4595.448730
	Iteration 32Q: 3 clusters Score -990163.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -990196.312500 Penalty: 4595.448730
	Iteration 33Q: 3 clusters Score -990196.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -990227.250000 Penalty: 4595.448730
	Iteration 34Q: 3 clusters Score -990227.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -990246.687500 Penalty: 4595.448730
	Iteration 35Q: 3 clusters Score -990246.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -990261.250000 Penalty: 4595.448730
	Iteration 36Q: 3 clusters Score -990261.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -990273.312500 Penalty: 4595.448730
	Iteration 37Q: 3 clusters Score -990273.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -990283.687500 Penalty: 4595.448730
	Iteration 38Q: 3 clusters Score -990283.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -990301.812500 Penalty: 4595.448730
	Iteration 39Q: 3 clusters Score -990301.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -990324.500000 Penalty: 4595.448730
	Iteration 40F: 3 clusters Score -990324.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -990343.375000 Penalty: 4595.448730
	Iteration 41Q: 3 clusters Score -990343.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -990362.562500 Penalty: 4595.448730
	Iteration 42Q: 3 clusters Score -990362.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -990389.312500 Penalty: 4595.448730
	Iteration 43Q: 3 clusters Score -990389.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -990414.125000 Penalty: 4595.448730
	Iteration 44Q: 3 clusters Score -990414.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -990443.187500 Penalty: 4595.448730
	Iteration 45Q: 3 clusters Score -990443.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -990459.312500 Penalty: 4595.448730
	Iteration 46Q: 3 clusters Score -990459.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -990473.000000 Penalty: 4595.448730
	Iteration 47Q: 3 clusters Score -990473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -990485.687500 Penalty: 4595.448730
	Iteration 48Q: 3 clusters Score -990485.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -990493.562500 Penalty: 4595.448730
	Iteration 49Q: 3 clusters Score -990493.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -990508.000000 Penalty: 4595.448730
	Iteration 50Q: 3 clusters Score -990508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -990519.062500 Penalty: 4595.448730
	Iteration 51Q: 3 clusters Score -990519.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -990533.000000 Penalty: 4595.448730
	Iteration 52Q: 3 clusters Score -990533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -990551.187500 Penalty: 4595.448730
	Iteration 53Q: 3 clusters Score -990551.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -990559.312500 Penalty: 4595.448730
	Iteration 54Q: 3 clusters Score -990559.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -990567.937500 Penalty: 4595.448730
	Iteration 55Q: 3 clusters Score -990567.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -990572.500000 Penalty: 4595.448730
	Iteration 56Q: 3 clusters Score -990572.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -990575.437500 Penalty: 4595.448730
	Iteration 57Q: 3 clusters Score -990575.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -990582.312500 Penalty: 4595.448730
	Iteration 58Q: 3 clusters Score -990582.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -990586.062500 Penalty: 4595.448730
	Iteration 59Q: 3 clusters Score -990586.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -990593.312500 Penalty: 4595.448730
	Iteration 60F: 3 clusters Score -990593.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -990593.937500 Penalty: 4595.448730
	Iteration 61Q: 3 clusters Score -990593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -990594.875000 Penalty: 4595.448730
	Iteration 62Q: 3 clusters Score -990594.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -990597.125000 Penalty: 4595.448730
	Iteration 63Q: 3 clusters Score -990597.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -990599.625000 Penalty: 4595.448730
	Iteration 64Q: 3 clusters Score -990599.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -990600.375000 Penalty: 4595.448730
	Iteration 65Q: 3 clusters Score -990600.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -990600.437500 Penalty: 4595.448730
	Iteration 66Q: 3 clusters Score -990600.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -990600.625000 Penalty: 4595.448730
	Iteration 67Q: 3 clusters Score -990600.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -990604.625000 Penalty: 4595.448730
	Iteration 68Q: 3 clusters Score -990604.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -990609.000000 Penalty: 4595.448730
	Iteration 69Q: 3 clusters Score -990609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -990614.625000 Penalty: 4595.448730
	Iteration 70Q: 3 clusters Score -990614.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -990620.437500 Penalty: 4595.448730
	Iteration 71Q: 3 clusters Score -990620.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -990624.750000 Penalty: 4595.448730
	Iteration 72Q: 3 clusters Score -990624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -990624.937500 Penalty: 4595.448730
	Iteration 73Q: 3 clusters Score -990624.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -990626.062500 Penalty: 4595.448730
	Iteration 74Q: 3 clusters Score -990626.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -990629.500000 Penalty: 4595.448730
	Iteration 75Q: 3 clusters Score -990629.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -990632.187500 Penalty: 4595.448730
	Iteration 76Q: 3 clusters Score -990632.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -990632.687500 Penalty: 4595.448730
	Iteration 77Q: 3 clusters Score -990632.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -990633.125000 Penalty: 4595.448730
	Iteration 78Q: 3 clusters Score -990633.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -990633.500000 Penalty: 4595.448730
	Iteration 79Q: 3 clusters Score -990633.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -990634.062500 Penalty: 4595.448730
	Iteration 80F: 3 clusters Score -990634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -990638.500000 Penalty: 4595.448730
	Iteration 81Q: 3 clusters Score -990638.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -990640.562500 Penalty: 4595.448730
	Iteration 82Q: 3 clusters Score -990640.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -990638.750000 Penalty: 4595.448730
	Iteration 83Q: 3 clusters Score -990638.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -990642.125000 Penalty: 4595.448730
	Iteration 84Q: 3 clusters Score -990642.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -990643.562500 Penalty: 4595.448730
	Iteration 85Q: 3 clusters Score -990643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -990644.812500 Penalty: 4595.448730
	Iteration 86Q: 3 clusters Score -990644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -990644.812500 Penalty: 4595.448730
	Iteration 87F: 3 clusters Score -990644.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Entering Unmasked Estep 
Score: -702206.625000 Penalty: 2240.806641
	Iteration 0F: 2 clusters Score -702206.6 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 4225 members 
Entering Unmasked Estep 
Score: -695590.687500 Penalty: 4481.613281
	Iteration 0F: 3 clusters Score -695590.7 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -697693.812500 Penalty: 4481.613281
	Iteration 1F: 3 clusters Score -697693.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -698298.437500 Penalty: 4481.613281
	Iteration 2F: 3 clusters Score -698298.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -698847.437500 Penalty: 4481.613281
	Iteration 3F: 3 clusters Score -698847.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -699379.812500 Penalty: 4481.613281
	Iteration 4F: 3 clusters Score -699379.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -699755.312500 Penalty: 4481.613281
	Iteration 5F: 3 clusters Score -699755.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -700061.500000 Penalty: 4481.613281
	Iteration 6Q: 3 clusters Score -700061.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -700364.562500 Penalty: 4481.613281
	Iteration 7Q: 3 clusters Score -700364.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -700662.500000 Penalty: 4481.613281
	Iteration 8Q: 3 clusters Score -700662.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -700889.687500 Penalty: 4481.613281
	Iteration 9Q: 3 clusters Score -700889.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -701028.437500 Penalty: 4481.613281
	Iteration 10Q: 3 clusters Score -701028.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -701101.000000 Penalty: 4481.613281
	Iteration 11Q: 3 clusters Score -701101 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -701152.750000 Penalty: 4481.613281
	Iteration 12Q: 3 clusters Score -701152.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -701185.437500 Penalty: 4481.613281
	Iteration 13Q: 3 clusters Score -701185.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -701203.125000 Penalty: 4481.613281
	Iteration 14Q: 3 clusters Score -701203.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -701215.125000 Penalty: 4481.613281
	Iteration 15Q: 3 clusters Score -701215.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -701218.562500 Penalty: 4481.613281
	Iteration 16Q: 3 clusters Score -701218.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -701221.937500 Penalty: 4481.613281
	Iteration 17Q: 3 clusters Score -701221.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -701225.875000 Penalty: 4481.613281
	Iteration 18Q: 3 clusters Score -701225.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -701226.875000 Penalty: 4481.613281
	Iteration 19Q: 3 clusters Score -701226.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -701230.125000 Penalty: 4481.613281
	Iteration 20F: 3 clusters Score -701230.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -701232.000000 Penalty: 4481.613281
	Iteration 21Q: 3 clusters Score -701232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -701232.687500 Penalty: 4481.613281
	Iteration 22Q: 3 clusters Score -701232.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -701232.500000 Penalty: 4481.613281
	Iteration 23Q: 3 clusters Score -701232.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -701234.437500 Penalty: 4481.613281
	Iteration 24Q: 3 clusters Score -701234.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -701235.750000 Penalty: 4481.613281
	Iteration 25Q: 3 clusters Score -701235.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -701237.125000 Penalty: 4481.613281
	Iteration 26Q: 3 clusters Score -701237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -701236.562500 Penalty: 4481.613281
	Iteration 27Q: 3 clusters Score -701236.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -701236.687500 Penalty: 4481.613281
	Iteration 28Q: 3 clusters Score -701236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -701235.312500 Penalty: 4481.613281
	Iteration 29Q: 3 clusters Score -701235.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -701235.312500 Penalty: 4481.613281
	Iteration 30F: 3 clusters Score -701235.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Entering Unmasked Estep 
Score: -1030072.062500 Penalty: 2311.115723
	Iteration 0F: 2 clusters Score -1030072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1021695.687500 Penalty: 4622.231445
	Iteration 0F: 3 clusters Score -1021696 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1024244.000000 Penalty: 4622.231445
	Iteration 1F: 3 clusters Score -1024244 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1024688.375000 Penalty: 4622.231445
	Iteration 2F: 3 clusters Score -1024688 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1025103.000000 Penalty: 4622.231445
	Iteration 3F: 3 clusters Score -1025103 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1025521.250000 Penalty: 4622.231445
	Iteration 4F: 3 clusters Score -1025521 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1025954.812500 Penalty: 4622.231445
	Iteration 5F: 3 clusters Score -1025955 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1026409.625000 Penalty: 4622.231445
	Iteration 6F: 3 clusters Score -1026410 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1026908.375000 Penalty: 4622.231445
	Iteration 7F: 3 clusters Score -1026908 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1027376.937500 Penalty: 4622.231445
	Iteration 8F: 3 clusters Score -1027377 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1027739.500000 Penalty: 4622.231445
	Iteration 9Q: 3 clusters Score -1027740 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1028017.937500 Penalty: 4622.231445
	Iteration 10Q: 3 clusters Score -1028018 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1028201.812500 Penalty: 4622.231445
	Iteration 11Q: 3 clusters Score -1028202 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1028320.937500 Penalty: 4622.231445
	Iteration 12Q: 3 clusters Score -1028321 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1028383.250000 Penalty: 4622.231445
	Iteration 13Q: 3 clusters Score -1028383 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1028417.562500 Penalty: 4622.231445
	Iteration 14Q: 3 clusters Score -1028418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1028437.125000 Penalty: 4622.231445
	Iteration 15Q: 3 clusters Score -1028437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1028447.750000 Penalty: 4622.231445
	Iteration 16Q: 3 clusters Score -1028448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1028454.937500 Penalty: 4622.231445
	Iteration 17Q: 3 clusters Score -1028455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1028460.375000 Penalty: 4622.231445
	Iteration 18Q: 3 clusters Score -1028460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1028467.812500 Penalty: 4622.231445
	Iteration 19Q: 3 clusters Score -1028468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1028472.625000 Penalty: 4622.231445
	Iteration 20F: 3 clusters Score -1028473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1028477.812500 Penalty: 4622.231445
	Iteration 21Q: 3 clusters Score -1028478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1028484.625000 Penalty: 4622.231445
	Iteration 22Q: 3 clusters Score -1028485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1028487.687500 Penalty: 4622.231445
	Iteration 23Q: 3 clusters Score -1028488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1028487.562500 Penalty: 4622.231445
	Iteration 24Q: 3 clusters Score -1028488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1028487.750000 Penalty: 4622.231445
	Iteration 25Q: 3 clusters Score -1028488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1028489.500000 Penalty: 4622.231445
	Iteration 26Q: 3 clusters Score -1028490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1028489.500000 Penalty: 4622.231445
	Iteration 27F: 3 clusters Score -1028490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Entering Unmasked Estep 
Score: -1740011.625000 Penalty: 2447.126709
	Iteration 0F: 2 clusters Score -1740012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1726432.125000 Penalty: 4894.253418
	Iteration 0F: 3 clusters Score -1726432 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1730986.625000 Penalty: 4894.253418
	Iteration 1F: 3 clusters Score -1730987 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1731619.375000 Penalty: 4894.253418
	Iteration 2F: 3 clusters Score -1731619 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1732304.125000 Penalty: 4894.253418
	Iteration 3F: 3 clusters Score -1732304 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1733032.625000 Penalty: 4894.253418
	Iteration 4F: 3 clusters Score -1733033 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1733650.250000 Penalty: 4894.253418
	Iteration 5F: 3 clusters Score -1733650 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1734193.625000 Penalty: 4894.253418
	Iteration 6F: 3 clusters Score -1734194 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1734679.875000 Penalty: 4894.253418
	Iteration 7Q: 3 clusters Score -1734680 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1735148.000000 Penalty: 4894.253418
	Iteration 8Q: 3 clusters Score -1735148 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1735650.125000 Penalty: 4894.253418
	Iteration 9Q: 3 clusters Score -1735650 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1736213.125000 Penalty: 4894.253418
	Iteration 10Q: 3 clusters Score -1736213 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1736784.625000 Penalty: 4894.253418
	Iteration 11Q: 3 clusters Score -1736785 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1737328.375000 Penalty: 4894.253418
	Iteration 12Q: 3 clusters Score -1737328 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1737734.125000 Penalty: 4894.253418
	Iteration 13Q: 3 clusters Score -1737734 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1738054.125000 Penalty: 4894.253418
	Iteration 14Q: 3 clusters Score -1738054 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1738323.750000 Penalty: 4894.253418
	Iteration 15Q: 3 clusters Score -1738324 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1738552.500000 Penalty: 4894.253418
	Iteration 16Q: 3 clusters Score -1738552 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1738744.000000 Penalty: 4894.253418
	Iteration 17Q: 3 clusters Score -1738744 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1738926.500000 Penalty: 4894.253418
	Iteration 18Q: 3 clusters Score -1738926 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1739078.000000 Penalty: 4894.253418
	Iteration 19Q: 3 clusters Score -1739078 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1739236.625000 Penalty: 4894.253418
	Iteration 20F: 3 clusters Score -1739237 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1739375.750000 Penalty: 4894.253418
	Iteration 21Q: 3 clusters Score -1739376 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1739525.250000 Penalty: 4894.253418
	Iteration 22Q: 3 clusters Score -1739525 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1739657.875000 Penalty: 4894.253418
	Iteration 23Q: 3 clusters Score -1739658 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1739785.250000 Penalty: 4894.253418
	Iteration 24Q: 3 clusters Score -1739785 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1739915.750000 Penalty: 4894.253418
	Iteration 25Q: 3 clusters Score -1739916 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1740010.000000 Penalty: 4894.253418
	Iteration 26Q: 3 clusters Score -1740010 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1740096.875000 Penalty: 4894.253418
	Iteration 27Q: 3 clusters Score -1740097 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1740156.625000 Penalty: 4894.253418
	Iteration 28Q: 3 clusters Score -1740157 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1740196.375000 Penalty: 4894.253418
	Iteration 29Q: 3 clusters Score -1740196 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1740230.625000 Penalty: 4894.253418
	Iteration 30Q: 3 clusters Score -1740231 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1740263.125000 Penalty: 4894.253418
	Iteration 31Q: 3 clusters Score -1740263 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1740284.875000 Penalty: 4894.253418
	Iteration 32Q: 3 clusters Score -1740285 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1740306.000000 Penalty: 4894.253418
	Iteration 33Q: 3 clusters Score -1740306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1740315.875000 Penalty: 4894.253418
	Iteration 34Q: 3 clusters Score -1740316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1740322.000000 Penalty: 4894.253418
	Iteration 35Q: 3 clusters Score -1740322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1740331.250000 Penalty: 4894.253418
	Iteration 36Q: 3 clusters Score -1740331 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1740335.750000 Penalty: 4894.253418
	Iteration 37Q: 3 clusters Score -1740336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1740339.000000 Penalty: 4894.253418
	Iteration 38Q: 3 clusters Score -1740339 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1740342.625000 Penalty: 4894.253418
	Iteration 39Q: 3 clusters Score -1740343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1740348.125000 Penalty: 4894.253418
	Iteration 40F: 3 clusters Score -1740348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1740349.375000 Penalty: 4894.253418
	Iteration 41Q: 3 clusters Score -1740349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1740350.625000 Penalty: 4894.253418
	Iteration 42Q: 3 clusters Score -1740351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1740352.000000 Penalty: 4894.253418
	Iteration 43Q: 3 clusters Score -1740352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1740353.750000 Penalty: 4894.253418
	Iteration 44Q: 3 clusters Score -1740354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1740353.000000 Penalty: 4894.253418
	Iteration 45Q: 3 clusters Score -1740353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1740354.000000 Penalty: 4894.253418
	Iteration 46Q: 3 clusters Score -1740354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1740353.625000 Penalty: 4894.253418
	Iteration 47Q: 3 clusters Score -1740354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1740355.625000 Penalty: 4894.253418
	Iteration 48Q: 3 clusters Score -1740356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1740355.625000 Penalty: 4894.253418
	Iteration 49Q: 3 clusters Score -1740356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1740356.125000 Penalty: 4894.253418
	Iteration 50Q: 3 clusters Score -1740356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1740356.875000 Penalty: 4894.253418
	Iteration 51Q: 3 clusters Score -1740357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1740357.250000 Penalty: 4894.253418
	Iteration 52Q: 3 clusters Score -1740357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1740354.875000 Penalty: 4894.253418
	Iteration 53Q: 3 clusters Score -1740355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1740356.875000 Penalty: 4894.253418
	Iteration 54Q: 3 clusters Score -1740357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1740356.250000 Penalty: 4894.253418
	Iteration 55Q: 3 clusters Score -1740356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1740356.250000 Penalty: 4894.253418
	Iteration 56F: 3 clusters Score -1740356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218568 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136818 members 
Mstep: Class 9 contains 44306 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 4785 members 
Mstep: Class 12 contains 8536 members 
Mstep: Class 13 contains 26492 members 
Mstep: Class 14 contains 307390 members 
Mstep: Class 15 contains 5380 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 223205 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63899 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6960 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8396 members 
Mstep: Class 29 contains 11148 members 
Mstep: Class 30 contains 12581 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 10410 members 
Mstep: Class 34 contains 7313 members 
Mstep: Class 35 contains 6711 members 
Entering Unmasked Estep 
Score: -157699904.000000 Penalty: 124380.453125
Splitting cluster 30 changes total score from -157700416.000000 to -157699904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (22919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Entering Unmasked Estep 
Score: -2128510.250000 Penalty: 2489.850830
	Iteration 0F: 2 clusters Score -2128510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2112524.750000 Penalty: 4979.701660
	Iteration 0F: 3 clusters Score -2112525 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2118033.500000 Penalty: 4979.701660
	Iteration 1F: 3 clusters Score -2118034 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2118470.500000 Penalty: 4979.701660
	Iteration 2F: 3 clusters Score -2118470 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2118854.750000 Penalty: 4979.701660
	Iteration 3Q: 3 clusters Score -2118855 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2119209.750000 Penalty: 4979.701660
	Iteration 4Q: 3 clusters Score -2119210 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2119611.750000 Penalty: 4979.701660
	Iteration 5Q: 3 clusters Score -2119612 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2120091.500000 Penalty: 4979.701660
	Iteration 6Q: 3 clusters Score -2120092 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2120606.750000 Penalty: 4979.701660
	Iteration 7Q: 3 clusters Score -2120607 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2121239.000000 Penalty: 4979.701660
	Iteration 8Q: 3 clusters Score -2121239 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2121999.750000 Penalty: 4979.701660
	Iteration 9F: 3 clusters Score -2122000 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2122841.000000 Penalty: 4979.701660
	Iteration 10F: 3 clusters Score -2122841 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2123636.750000 Penalty: 4979.701660
	Iteration 11Q: 3 clusters Score -2123637 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2124307.500000 Penalty: 4979.701660
	Iteration 12Q: 3 clusters Score -2124308 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2124867.000000 Penalty: 4979.701660
	Iteration 13Q: 3 clusters Score -2124867 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2125262.750000 Penalty: 4979.701660
	Iteration 14Q: 3 clusters Score -2125263 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2125643.000000 Penalty: 4979.701660
	Iteration 15Q: 3 clusters Score -2125643 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2125978.500000 Penalty: 4979.701660
	Iteration 16Q: 3 clusters Score -2125978 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2126275.000000 Penalty: 4979.701660
	Iteration 17Q: 3 clusters Score -2126275 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2126581.250000 Penalty: 4979.701660
	Iteration 18Q: 3 clusters Score -2126581 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2126846.500000 Penalty: 4979.701660
	Iteration 19Q: 3 clusters Score -2126846 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2127047.750000 Penalty: 4979.701660
	Iteration 20F: 3 clusters Score -2127048 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2127190.500000 Penalty: 4979.701660
	Iteration 21Q: 3 clusters Score -2127190 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2127286.750000 Penalty: 4979.701660
	Iteration 22Q: 3 clusters Score -2127287 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2127335.000000 Penalty: 4979.701660
	Iteration 23Q: 3 clusters Score -2127335 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2127379.000000 Penalty: 4979.701660
	Iteration 24Q: 3 clusters Score -2127379 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2127403.500000 Penalty: 4979.701660
	Iteration 25Q: 3 clusters Score -2127404 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2127412.750000 Penalty: 4979.701660
	Iteration 26Q: 3 clusters Score -2127413 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2127429.250000 Penalty: 4979.701660
	Iteration 27Q: 3 clusters Score -2127429 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2127435.000000 Penalty: 4979.701660
	Iteration 28Q: 3 clusters Score -2127435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2127445.000000 Penalty: 4979.701660
	Iteration 29Q: 3 clusters Score -2127445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2127446.750000 Penalty: 4979.701660
	Iteration 30Q: 3 clusters Score -2127447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2127449.250000 Penalty: 4979.701660
	Iteration 31Q: 3 clusters Score -2127449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2127453.000000 Penalty: 4979.701660
	Iteration 32Q: 3 clusters Score -2127453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2127447.000000 Penalty: 4979.701660
	Iteration 33Q: 3 clusters Score -2127447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2127448.750000 Penalty: 4979.701660
	Iteration 34Q: 3 clusters Score -2127449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2127452.250000 Penalty: 4979.701660
	Iteration 35Q: 3 clusters Score -2127452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2127452.750000 Penalty: 4979.701660
	Iteration 36Q: 3 clusters Score -2127453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2127449.500000 Penalty: 4979.701660
	Iteration 37Q: 3 clusters Score -2127450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2127449.500000 Penalty: 4979.701660
	Iteration 38F: 3 clusters Score -2127450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Entering Unmasked Estep 
Score: -745186.375000 Penalty: 2229.938232
	Iteration 0F: 2 clusters Score -745186.4 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 3986 members 
Entering Unmasked Estep 
Score: -738871.125000 Penalty: 4459.876465
	Iteration 0F: 3 clusters Score -738871.1 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -740613.312500 Penalty: 4459.876465
	Iteration 1F: 3 clusters Score -740613.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -740907.937500 Penalty: 4459.876465
	Iteration 2F: 3 clusters Score -740907.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -741116.750000 Penalty: 4459.876465
	Iteration 3Q: 3 clusters Score -741116.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -741344.437500 Penalty: 4459.876465
	Iteration 4Q: 3 clusters Score -741344.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -741569.437500 Penalty: 4459.876465
	Iteration 5Q: 3 clusters Score -741569.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -741785.812500 Penalty: 4459.876465
	Iteration 6Q: 3 clusters Score -741785.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -741999.812500 Penalty: 4459.876465
	Iteration 7Q: 3 clusters Score -741999.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -742177.312500 Penalty: 4459.876465
	Iteration 8Q: 3 clusters Score -742177.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -742332.187500 Penalty: 4459.876465
	Iteration 9Q: 3 clusters Score -742332.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -742452.875000 Penalty: 4459.876465
	Iteration 10Q: 3 clusters Score -742452.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -742548.812500 Penalty: 4459.876465
	Iteration 11Q: 3 clusters Score -742548.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -742622.125000 Penalty: 4459.876465
	Iteration 12Q: 3 clusters Score -742622.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -742681.312500 Penalty: 4459.876465
	Iteration 13Q: 3 clusters Score -742681.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -742729.500000 Penalty: 4459.876465
	Iteration 14Q: 3 clusters Score -742729.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -742759.625000 Penalty: 4459.876465
	Iteration 15Q: 3 clusters Score -742759.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -742782.062500 Penalty: 4459.876465
	Iteration 16Q: 3 clusters Score -742782.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -742797.812500 Penalty: 4459.876465
	Iteration 17Q: 3 clusters Score -742797.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -742813.312500 Penalty: 4459.876465
	Iteration 18Q: 3 clusters Score -742813.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -742821.500000 Penalty: 4459.876465
	Iteration 19Q: 3 clusters Score -742821.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -742832.750000 Penalty: 4459.876465
	Iteration 20F: 3 clusters Score -742832.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -742842.187500 Penalty: 4459.876465
	Iteration 21Q: 3 clusters Score -742842.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -742847.750000 Penalty: 4459.876465
	Iteration 22Q: 3 clusters Score -742847.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -742853.000000 Penalty: 4459.876465
	Iteration 23Q: 3 clusters Score -742853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -742861.250000 Penalty: 4459.876465
	Iteration 24Q: 3 clusters Score -742861.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -742864.312500 Penalty: 4459.876465
	Iteration 25Q: 3 clusters Score -742864.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -742872.000000 Penalty: 4459.876465
	Iteration 26Q: 3 clusters Score -742872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -742873.625000 Penalty: 4459.876465
	Iteration 27Q: 3 clusters Score -742873.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -742877.687500 Penalty: 4459.876465
	Iteration 28Q: 3 clusters Score -742877.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -742880.437500 Penalty: 4459.876465
	Iteration 29Q: 3 clusters Score -742880.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -742879.625000 Penalty: 4459.876465
	Iteration 30Q: 3 clusters Score -742879.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -742880.625000 Penalty: 4459.876465
	Iteration 31Q: 3 clusters Score -742880.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -742881.062500 Penalty: 4459.876465
	Iteration 32Q: 3 clusters Score -742881.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -742884.625000 Penalty: 4459.876465
	Iteration 33Q: 3 clusters Score -742884.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -742883.875000 Penalty: 4459.876465
	Iteration 34Q: 3 clusters Score -742883.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -742884.812500 Penalty: 4459.876465
	Iteration 35Q: 3 clusters Score -742884.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -742886.875000 Penalty: 4459.876465
	Iteration 36Q: 3 clusters Score -742886.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -742889.375000 Penalty: 4459.876465
	Iteration 37Q: 3 clusters Score -742889.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -742891.187500 Penalty: 4459.876465
	Iteration 38Q: 3 clusters Score -742891.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -742893.000000 Penalty: 4459.876465
	Iteration 39Q: 3 clusters Score -742893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -742891.625000 Penalty: 4459.876465
	Iteration 40F: 3 clusters Score -742891.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Entering Unmasked Estep 
Score: -981368.062500 Penalty: 2294.129639
	Iteration 0F: 2 clusters Score -981368.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -973464.062500 Penalty: 4588.259277
	Iteration 0F: 3 clusters Score -973464.1 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -975804.000000 Penalty: 4588.259277
	Iteration 1F: 3 clusters Score -975804 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -976099.937500 Penalty: 4588.259277
	Iteration 2F: 3 clusters Score -976099.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -976402.812500 Penalty: 4588.259277
	Iteration 3Q: 3 clusters Score -976402.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -976776.187500 Penalty: 4588.259277
	Iteration 4F: 3 clusters Score -976776.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -977300.187500 Penalty: 4588.259277
	Iteration 5F: 3 clusters Score -977300.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -977844.875000 Penalty: 4588.259277
	Iteration 6F: 3 clusters Score -977844.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -978324.125000 Penalty: 4588.259277
	Iteration 7F: 3 clusters Score -978324.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -978767.375000 Penalty: 4588.259277
	Iteration 8F: 3 clusters Score -978767.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -979175.562500 Penalty: 4588.259277
	Iteration 9F: 3 clusters Score -979175.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -979657.687500 Penalty: 4588.259277
	Iteration 10F: 3 clusters Score -979657.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -980149.562500 Penalty: 4588.259277
	Iteration 11Q: 3 clusters Score -980149.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -980571.687500 Penalty: 4588.259277
	Iteration 12Q: 3 clusters Score -980571.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -980835.500000 Penalty: 4588.259277
	Iteration 13Q: 3 clusters Score -980835.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -980937.625000 Penalty: 4588.259277
	Iteration 14Q: 3 clusters Score -980937.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -980978.812500 Penalty: 4588.259277
	Iteration 15Q: 3 clusters Score -980978.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -981000.500000 Penalty: 4588.259277
	Iteration 16Q: 3 clusters Score -981000.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -981011.937500 Penalty: 4588.259277
	Iteration 17Q: 3 clusters Score -981011.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -981016.750000 Penalty: 4588.259277
	Iteration 18Q: 3 clusters Score -981016.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -981026.437500 Penalty: 4588.259277
	Iteration 19Q: 3 clusters Score -981026.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -981029.687500 Penalty: 4588.259277
	Iteration 20F: 3 clusters Score -981029.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -981030.625000 Penalty: 4588.259277
	Iteration 21Q: 3 clusters Score -981030.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -981033.812500 Penalty: 4588.259277
	Iteration 22Q: 3 clusters Score -981033.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -981036.625000 Penalty: 4588.259277
	Iteration 23Q: 3 clusters Score -981036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -981037.875000 Penalty: 4588.259277
	Iteration 24Q: 3 clusters Score -981037.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -981037.062500 Penalty: 4588.259277
	Iteration 25Q: 3 clusters Score -981037.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -981038.812500 Penalty: 4588.259277
	Iteration 26Q: 3 clusters Score -981038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -981039.375000 Penalty: 4588.259277
	Iteration 27Q: 3 clusters Score -981039.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -981039.375000 Penalty: 4588.259277
	Iteration 28F: 3 clusters Score -981039.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -663058.000000 Penalty: 2206.557373
	Iteration 0F: 2 clusters Score -663058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -657086.125000 Penalty: 4413.114746
	Iteration 0F: 3 clusters Score -657086.1 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -658699.937500 Penalty: 4413.114746
	Iteration 1F: 3 clusters Score -658699.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -659065.062500 Penalty: 4413.114746
	Iteration 2F: 3 clusters Score -659065.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -659314.187500 Penalty: 4413.114746
	Iteration 3F: 3 clusters Score -659314.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -659552.687500 Penalty: 4413.114746
	Iteration 4F: 3 clusters Score -659552.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -659792.937500 Penalty: 4413.114746
	Iteration 5Q: 3 clusters Score -659792.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -660064.875000 Penalty: 4413.114746
	Iteration 6Q: 3 clusters Score -660064.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -660364.375000 Penalty: 4413.114746
	Iteration 7F: 3 clusters Score -660364.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -660670.687500 Penalty: 4413.114746
	Iteration 8Q: 3 clusters Score -660670.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -660921.687500 Penalty: 4413.114746
	Iteration 9Q: 3 clusters Score -660921.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -661116.250000 Penalty: 4413.114746
	Iteration 10Q: 3 clusters Score -661116.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -661229.000000 Penalty: 4413.114746
	Iteration 11Q: 3 clusters Score -661229 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -661303.312500 Penalty: 4413.114746
	Iteration 12Q: 3 clusters Score -661303.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -661363.437500 Penalty: 4413.114746
	Iteration 13Q: 3 clusters Score -661363.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -661421.375000 Penalty: 4413.114746
	Iteration 14Q: 3 clusters Score -661421.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -661472.187500 Penalty: 4413.114746
	Iteration 15Q: 3 clusters Score -661472.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -661543.812500 Penalty: 4413.114746
	Iteration 16Q: 3 clusters Score -661543.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -661614.750000 Penalty: 4413.114746
	Iteration 17Q: 3 clusters Score -661614.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -661696.687500 Penalty: 4413.114746
	Iteration 18Q: 3 clusters Score -661696.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -661811.562500 Penalty: 4413.114746
	Iteration 19Q: 3 clusters Score -661811.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -661988.062500 Penalty: 4413.114746
	Iteration 20F: 3 clusters Score -661988.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -662145.250000 Penalty: 4413.114746
	Iteration 21Q: 3 clusters Score -662145.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -662232.625000 Penalty: 4413.114746
	Iteration 22Q: 3 clusters Score -662232.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -662279.375000 Penalty: 4413.114746
	Iteration 23Q: 3 clusters Score -662279.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -662310.562500 Penalty: 4413.114746
	Iteration 24Q: 3 clusters Score -662310.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -662339.937500 Penalty: 4413.114746
	Iteration 25Q: 3 clusters Score -662339.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -662379.062500 Penalty: 4413.114746
	Iteration 26Q: 3 clusters Score -662379.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -662411.750000 Penalty: 4413.114746
	Iteration 27Q: 3 clusters Score -662411.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -662451.687500 Penalty: 4413.114746
	Iteration 28Q: 3 clusters Score -662451.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -662504.250000 Penalty: 4413.114746
	Iteration 29Q: 3 clusters Score -662504.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -662635.000000 Penalty: 4413.114746
	Iteration 30Q: 3 clusters Score -662635 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -662950.812500 Penalty: 4413.114746
	Iteration 31Q: 3 clusters Score -662950.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -663391.812500 Penalty: 4413.114746
	Iteration 32Q: 3 clusters Score -663391.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -663483.937500 Penalty: 4413.114746
	Iteration 33Q: 3 clusters Score -663483.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -663503.562500 Penalty: 4413.114746
	Iteration 34Q: 3 clusters Score -663503.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -663507.750000 Penalty: 4413.114746
	Iteration 35Q: 3 clusters Score -663507.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -663511.125000 Penalty: 4413.114746
	Iteration 36Q: 3 clusters Score -663511.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -663511.437500 Penalty: 4413.114746
	Iteration 37Q: 3 clusters Score -663511.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -663515.250000 Penalty: 4413.114746
	Iteration 38Q: 3 clusters Score -663515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -663514.875000 Penalty: 4413.114746
	Iteration 39Q: 3 clusters Score -663514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -663514.937500 Penalty: 4413.114746
	Iteration 40F: 3 clusters Score -663514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -663516.000000 Penalty: 4413.114746
	Iteration 41Q: 3 clusters Score -663516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -663516.000000 Penalty: 4413.114746
	Iteration 42F: 3 clusters Score -663516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 11814 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 218568 members 
Mstep: Class 5 contains 102240 members 
Mstep: Class 6 contains 8107 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 136818 members 
Mstep: Class 9 contains 44306 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 4785 members 
Mstep: Class 12 contains 8536 members 
Mstep: Class 13 contains 26492 members 
Mstep: Class 14 contains 307390 members 
Mstep: Class 15 contains 5380 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 223205 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 22741 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 228895 members 
Mstep: Class 22 contains 13116 members 
Mstep: Class 23 contains 63899 members 
Mstep: Class 24 contains 11411 members 
Mstep: Class 25 contains 7131 members 
Mstep: Class 26 contains 6960 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 8396 members 
Mstep: Class 29 contains 11148 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 22919 members 
Mstep: Class 32 contains 8036 members 
Mstep: Class 33 contains 10410 members 
Mstep: Class 34 contains 5401 members 
Mstep: Class 35 contains 1912 members 
Entering Unmasked Estep 
Score: -157699600.000000 Penalty: 124380.453125
Splitting cluster 34 changes total score from -157700416.000000 to -157699600.000000
So it's not getting split.
20->35 Clusters: Score -157700416.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1672023 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 83628 members 
Mstep: Class 3 contains 83420 members 
Mstep: Class 4 contains 82832 members 
Mstep: Class 5 contains 83756 members 
Mstep: Class 6 contains 83695 members 
Mstep: Class 7 contains 83424 members 
Mstep: Class 8 contains 84240 members 
Mstep: Class 9 contains 83862 members 
Mstep: Class 10 contains 83742 members 
Mstep: Class 11 contains 83466 members 
Mstep: Class 12 contains 83768 members 
Mstep: Class 13 contains 83059 members 
Mstep: Class 14 contains 84135 members 
Mstep: Class 15 contains 83483 members 
Mstep: Class 16 contains 83492 members 
Mstep: Class 17 contains 83320 members 
Mstep: Class 18 contains 83864 members 
Mstep: Class 19 contains 83598 members 
Mstep: Class 20 contains 83741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1356.357178 but Gain 3553.734375
Score: -149204224.000000 Penalty: 67520.812500
Iteration 0F: 20 clusters Score -1.492042e+08 nChanged 1579469
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 74119 members 
Mstep: Class 2 contains 121201 members 
Mstep: Class 3 contains 70361 members 
Mstep: Class 5 contains 96518 members 
Mstep: Class 6 contains 63686 members 
Mstep: Class 7 contains 91469 members 
Mstep: Class 8 contains 102561 members 
Mstep: Class 9 contains 70398 members 
Mstep: Class 10 contains 69447 members 
Mstep: Class 11 contains 71419 members 
Mstep: Class 12 contains 95086 members 
Mstep: Class 13 contains 57589 members 
Mstep: Class 14 contains 96150 members 
Mstep: Class 15 contains 69590 members 
Mstep: Class 16 contains 75239 members 
Mstep: Class 17 contains 63152 members 
Mstep: Class 18 contains 76959 members 
Mstep: Class 19 contains 234660 members 
Mstep: Class 20 contains 72339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153012896.000000 Penalty: 67520.812500
Iteration 1F: 20 clusters Score -1.530129e+08 nChanged 588070
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 86859 members 
Mstep: Class 2 contains 89980 members 
Mstep: Class 3 contains 62452 members 
Mstep: Class 5 contains 86971 members 
Mstep: Class 6 contains 60281 members 
Mstep: Class 7 contains 111835 members 
Mstep: Class 8 contains 113661 members 
Mstep: Class 9 contains 62656 members 
Mstep: Class 10 contains 61372 members 
Mstep: Class 11 contains 57816 members 
Mstep: Class 12 contains 144169 members 
Mstep: Class 13 contains 38774 members 
Mstep: Class 14 contains 100111 members 
Mstep: Class 15 contains 76374 members 
Mstep: Class 16 contains 77855 members 
Mstep: Class 17 contains 47064 members 
Mstep: Class 18 contains 76752 members 
Mstep: Class 19 contains 264466 members 
Mstep: Class 20 contains 52536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154396272.000000 Penalty: 67520.812500
Iteration 2F: 20 clusters Score -1.543963e+08 nChanged 525899
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 110140 members 
Mstep: Class 2 contains 62509 members 
Mstep: Class 3 contains 52196 members 
Mstep: Class 5 contains 62527 members 
Mstep: Class 6 contains 57960 members 
Mstep: Class 7 contains 111018 members 
Mstep: Class 8 contains 121295 members 
Mstep: Class 9 contains 50933 members 
Mstep: Class 10 contains 46998 members 
Mstep: Class 11 contains 41676 members 
Mstep: Class 12 contains 206933 members 
Mstep: Class 13 contains 27167 members 
Mstep: Class 14 contains 133582 members 
Mstep: Class 15 contains 93225 members 
Mstep: Class 16 contains 70032 members 
Mstep: Class 17 contains 31369 members 
Mstep: Class 18 contains 78711 members 
Mstep: Class 19 contains 277195 members 
Mstep: Class 20 contains 36527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155340912.000000 Penalty: 67520.812500
Iteration 3F: 20 clusters Score -1.553409e+08 nChanged 412207
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 110105 members 
Mstep: Class 2 contains 50489 members 
Mstep: Class 3 contains 46043 members 
Mstep: Class 5 contains 37639 members 
Mstep: Class 6 contains 61321 members 
Mstep: Class 7 contains 86415 members 
Mstep: Class 8 contains 147079 members 
Mstep: Class 9 contains 40078 members 
Mstep: Class 10 contains 34329 members 
Mstep: Class 11 contains 31049 members 
Mstep: Class 12 contains 246696 members 
Mstep: Class 13 contains 20758 members 
Mstep: Class 14 contains 183341 members 
Mstep: Class 15 contains 113915 members 
Mstep: Class 16 contains 52053 members 
Mstep: Class 17 contains 20544 members 
Mstep: Class 18 contains 81313 members 
Mstep: Class 19 contains 273154 members 
Mstep: Class 20 contains 35680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155968800.000000 Penalty: 67520.812500
Iteration 4F: 20 clusters Score -1.559688e+08 nChanged 318919
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 88375 members 
Mstep: Class 2 contains 48800 members 
Mstep: Class 3 contains 43082 members 
Mstep: Class 5 contains 20118 members 
Mstep: Class 6 contains 75440 members 
Mstep: Class 7 contains 62175 members 
Mstep: Class 8 contains 193929 members 
Mstep: Class 9 contains 33510 members 
Mstep: Class 10 contains 25179 members 
Mstep: Class 11 contains 25908 members 
Mstep: Class 12 contains 258740 members 
Mstep: Class 13 contains 14696 members 
Mstep: Class 14 contains 221839 members 
Mstep: Class 15 contains 117120 members 
Mstep: Class 16 contains 43159 members 
Mstep: Class 17 contains 14806 members 
Mstep: Class 18 contains 82447 members 
Mstep: Class 19 contains 261146 members 
Mstep: Class 20 contains 41534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156496816.000000 Penalty: 67520.812500
Iteration 5F: 20 clusters Score -1.564968e+08 nChanged 245303
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 52597 members 
Mstep: Class 3 contains 38625 members 
Mstep: Class 5 contains 11231 members 
Mstep: Class 6 contains 95940 members 
Mstep: Class 7 contains 56064 members 
Mstep: Class 8 contains 235582 members 
Mstep: Class 9 contains 32884 members 
Mstep: Class 10 contains 20260 members 
Mstep: Class 11 contains 22892 members 
Mstep: Class 12 contains 261552 members 
Mstep: Class 13 contains 9734 members 
Mstep: Class 14 contains 243567 members 
Mstep: Class 15 contains 109766 members 
Mstep: Class 16 contains 37986 members 
Mstep: Class 17 contains 11298 members 
Mstep: Class 18 contains 81175 members 
Mstep: Class 19 contains 243944 members 
Mstep: Class 20 contains 48486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156844416.000000 Penalty: 67520.812500
Iteration 6F: 20 clusters Score -1.568444e+08 nChanged 190613
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 59411 members 
Mstep: Class 3 contains 35300 members 
Mstep: Class 5 contains 7531 members 
Mstep: Class 6 contains 108794 members 
Mstep: Class 7 contains 59172 members 
Mstep: Class 8 contains 261128 members 
Mstep: Class 9 contains 36887 members 
Mstep: Class 10 contains 17767 members 
Mstep: Class 11 contains 18901 members 
Mstep: Class 12 contains 260170 members 
Mstep: Class 13 contains 6741 members 
Mstep: Class 14 contains 265122 members 
Mstep: Class 15 contains 105639 members 
Mstep: Class 16 contains 26526 members 
Mstep: Class 17 contains 7871 members 
Mstep: Class 18 contains 78932 members 
Mstep: Class 19 contains 225003 members 
Mstep: Class 20 contains 54264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157056112.000000 Penalty: 67520.812500
Iteration 7F: 20 clusters Score -1.570561e+08 nChanged 145371
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 66190 members 
Mstep: Class 3 contains 36051 members 
Mstep: Class 5 contains 6354 members 
Mstep: Class 6 contains 113181 members 
Mstep: Class 7 contains 64324 members 
Mstep: Class 8 contains 269813 members 
Mstep: Class 9 contains 43541 members 
Mstep: Class 10 contains 16816 members 
Mstep: Class 11 contains 14299 members 
Mstep: Class 12 contains 258913 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 282599 members 
Mstep: Class 15 contains 110076 members 
Mstep: Class 16 contains 14552 members 
Mstep: Class 17 contains 5216 members 
Mstep: Class 18 contains 76454 members 
Mstep: Class 19 contains 204679 members 
Mstep: Class 20 contains 58419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157218912.000000 Penalty: 67520.812500
Iteration 8F: 20 clusters Score -1.572189e+08 nChanged 109278
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 72186 members 
Mstep: Class 3 contains 38277 members 
Mstep: Class 5 contains 6060 members 
Mstep: Class 6 contains 114293 members 
Mstep: Class 7 contains 70005 members 
Mstep: Class 8 contains 271184 members 
Mstep: Class 9 contains 50350 members 
Mstep: Class 10 contains 16564 members 
Mstep: Class 11 contains 10216 members 
Mstep: Class 12 contains 257955 members 
Mstep: Class 13 contains 3857 members 
Mstep: Class 14 contains 292460 members 
Mstep: Class 15 contains 119335 members 
Mstep: Class 16 contains 7749 members 
Mstep: Class 17 contains 3548 members 
Mstep: Class 18 contains 73697 members 
Mstep: Class 19 contains 183689 members 
Mstep: Class 20 contains 60940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157326944.000000 Penalty: 67520.812500
Iteration 9F: 20 clusters Score -1.573269e+08 nChanged 77899
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 76917 members 
Mstep: Class 3 contains 40690 members 
Mstep: Class 5 contains 6132 members 
Mstep: Class 6 contains 114343 members 
Mstep: Class 7 contains 70363 members 
Mstep: Class 8 contains 269942 members 
Mstep: Class 9 contains 56108 members 
Mstep: Class 10 contains 16593 members 
Mstep: Class 11 contains 7396 members 
Mstep: Class 12 contains 256918 members 
Mstep: Class 13 contains 3068 members 
Mstep: Class 14 contains 298987 members 
Mstep: Class 15 contains 130672 members 
Mstep: Class 16 contains 5781 members 
Mstep: Class 17 contains 2766 members 
Mstep: Class 18 contains 71035 members 
Mstep: Class 19 contains 165236 members 
Mstep: Class 20 contains 62353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157378832.000000 Penalty: 67520.812500
Iteration 10Q: 20 clusters Score -1.573788e+08 nChanged 56089
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 80431 members 
Mstep: Class 3 contains 42687 members 
Mstep: Class 5 contains 6516 members 
Mstep: Class 6 contains 114112 members 
Mstep: Class 7 contains 68861 members 
Mstep: Class 8 contains 267675 members 
Mstep: Class 9 contains 61195 members 
Mstep: Class 10 contains 16777 members 
Mstep: Class 11 contains 5683 members 
Mstep: Class 12 contains 255797 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 304089 members 
Mstep: Class 15 contains 139665 members 
Mstep: Class 16 contains 5914 members 
Mstep: Class 17 contains 2441 members 
Mstep: Class 18 contains 68572 members 
Mstep: Class 19 contains 150327 members 
Mstep: Class 20 contains 63209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157408704.000000 Penalty: 67520.812500
Iteration 11Q: 20 clusters Score -1.574087e+08 nChanged 42599
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 82845 members 
Mstep: Class 3 contains 44397 members 
Mstep: Class 5 contains 7016 members 
Mstep: Class 6 contains 113781 members 
Mstep: Class 7 contains 66906 members 
Mstep: Class 8 contains 264709 members 
Mstep: Class 9 contains 65629 members 
Mstep: Class 10 contains 17379 members 
Mstep: Class 11 contains 4736 members 
Mstep: Class 12 contains 254829 members 
Mstep: Class 13 contains 2807 members 
Mstep: Class 14 contains 308062 members 
Mstep: Class 15 contains 146794 members 
Mstep: Class 16 contains 6650 members 
Mstep: Class 17 contains 2422 members 
Mstep: Class 18 contains 65901 members 
Mstep: Class 19 contains 138794 members 
Mstep: Class 20 contains 63885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157429712.000000 Penalty: 67520.812500
Iteration 12Q: 20 clusters Score -1.574297e+08 nChanged 33261
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 84680 members 
Mstep: Class 3 contains 45858 members 
Mstep: Class 5 contains 7587 members 
Mstep: Class 6 contains 113421 members 
Mstep: Class 7 contains 64533 members 
Mstep: Class 8 contains 261605 members 
Mstep: Class 9 contains 69628 members 
Mstep: Class 10 contains 18624 members 
Mstep: Class 11 contains 4089 members 
Mstep: Class 12 contains 253866 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 310897 members 
Mstep: Class 15 contains 152911 members 
Mstep: Class 16 contains 7247 members 
Mstep: Class 17 contains 2615 members 
Mstep: Class 18 contains 62943 members 
Mstep: Class 19 contains 130139 members 
Mstep: Class 20 contains 64417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157443056.000000 Penalty: 67520.812500
Iteration 13Q: 20 clusters Score -1.574431e+08 nChanged 26884
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 85872 members 
Mstep: Class 3 contains 47219 members 
Mstep: Class 5 contains 8342 members 
Mstep: Class 6 contains 113072 members 
Mstep: Class 7 contains 61662 members 
Mstep: Class 8 contains 258444 members 
Mstep: Class 9 contains 73215 members 
Mstep: Class 10 contains 19916 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 252971 members 
Mstep: Class 13 contains 3264 members 
Mstep: Class 14 contains 312871 members 
Mstep: Class 15 contains 158556 members 
Mstep: Class 16 contains 7615 members 
Mstep: Class 17 contains 2879 members 
Mstep: Class 18 contains 60187 members 
Mstep: Class 19 contains 123774 members 
Mstep: Class 20 contains 64782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157453456.000000 Penalty: 67520.812500
Iteration 14Q: 20 clusters Score -1.574535e+08 nChanged 22578
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 86718 members 
Mstep: Class 3 contains 48403 members 
Mstep: Class 5 contains 9115 members 
Mstep: Class 6 contains 112719 members 
Mstep: Class 7 contains 58372 members 
Mstep: Class 8 contains 255354 members 
Mstep: Class 9 contains 76396 members 
Mstep: Class 10 contains 20887 members 
Mstep: Class 11 contains 3642 members 
Mstep: Class 12 contains 252211 members 
Mstep: Class 13 contains 3491 members 
Mstep: Class 14 contains 314294 members 
Mstep: Class 15 contains 163956 members 
Mstep: Class 16 contains 7879 members 
Mstep: Class 17 contains 3137 members 
Mstep: Class 18 contains 57936 members 
Mstep: Class 19 contains 119028 members 
Mstep: Class 20 contains 65030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157461088.000000 Penalty: 67520.812500
Iteration 15Q: 20 clusters Score -1.574611e+08 nChanged 19471
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 87280 members 
Mstep: Class 3 contains 49537 members 
Mstep: Class 5 contains 9899 members 
Mstep: Class 6 contains 112411 members 
Mstep: Class 7 contains 54732 members 
Mstep: Class 8 contains 252414 members 
Mstep: Class 9 contains 79178 members 
Mstep: Class 10 contains 21571 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 251607 members 
Mstep: Class 13 contains 3658 members 
Mstep: Class 14 contains 315260 members 
Mstep: Class 15 contains 169253 members 
Mstep: Class 16 contains 8065 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 56098 members 
Mstep: Class 19 contains 115425 members 
Mstep: Class 20 contains 65246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157466256.000000 Penalty: 67520.812500
Iteration 16Q: 20 clusters Score -1.574663e+08 nChanged 16960
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 87672 members 
Mstep: Class 3 contains 50578 members 
Mstep: Class 5 contains 10548 members 
Mstep: Class 6 contains 112161 members 
Mstep: Class 7 contains 50815 members 
Mstep: Class 8 contains 249772 members 
Mstep: Class 9 contains 81652 members 
Mstep: Class 10 contains 22060 members 
Mstep: Class 11 contains 3767 members 
Mstep: Class 12 contains 251140 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 315847 members 
Mstep: Class 15 contains 174374 members 
Mstep: Class 16 contains 8213 members 
Mstep: Class 17 contains 3570 members 
Mstep: Class 18 contains 54535 members 
Mstep: Class 19 contains 112806 members 
Mstep: Class 20 contains 65434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157471920.000000 Penalty: 67520.812500
Iteration 17Q: 20 clusters Score -1.574719e+08 nChanged 15108
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 88046 members 
Mstep: Class 3 contains 51492 members 
Mstep: Class 5 contains 11122 members 
Mstep: Class 6 contains 111935 members 
Mstep: Class 7 contains 46789 members 
Mstep: Class 8 contains 247381 members 
Mstep: Class 9 contains 83740 members 
Mstep: Class 10 contains 22446 members 
Mstep: Class 11 contains 3881 members 
Mstep: Class 12 contains 250809 members 
Mstep: Class 13 contains 3951 members 
Mstep: Class 14 contains 316189 members 
Mstep: Class 15 contains 179269 members 
Mstep: Class 16 contains 8323 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 53229 members 
Mstep: Class 19 contains 110853 members 
Mstep: Class 20 contains 65596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157475648.000000 Penalty: 67520.812500
Iteration 18Q: 20 clusters Score -1.574756e+08 nChanged 13382
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 88344 members 
Mstep: Class 3 contains 52213 members 
Mstep: Class 5 contains 11510 members 
Mstep: Class 6 contains 111761 members 
Mstep: Class 7 contains 42673 members 
Mstep: Class 8 contains 245398 members 
Mstep: Class 9 contains 85499 members 
Mstep: Class 10 contains 22805 members 
Mstep: Class 11 contains 4055 members 
Mstep: Class 12 contains 250572 members 
Mstep: Class 13 contains 4065 members 
Mstep: Class 14 contains 316315 members 
Mstep: Class 15 contains 184087 members 
Mstep: Class 16 contains 8406 members 
Mstep: Class 17 contains 3886 members 
Mstep: Class 18 contains 52140 members 
Mstep: Class 19 contains 109375 members 
Mstep: Class 20 contains 65715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157479392.000000 Penalty: 67520.812500
Iteration 19Q: 20 clusters Score -1.574794e+08 nChanged 12079
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 88689 members 
Mstep: Class 3 contains 52739 members 
Mstep: Class 5 contains 11835 members 
Mstep: Class 6 contains 111606 members 
Mstep: Class 7 contains 38611 members 
Mstep: Class 8 contains 243656 members 
Mstep: Class 9 contains 86979 members 
Mstep: Class 10 contains 23107 members 
Mstep: Class 11 contains 4245 members 
Mstep: Class 12 contains 250397 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 316311 members 
Mstep: Class 15 contains 188715 members 
Mstep: Class 16 contains 8468 members 
Mstep: Class 17 contains 4020 members 
Mstep: Class 18 contains 51235 members 
Mstep: Class 19 contains 108241 members 
Mstep: Class 20 contains 65806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157485984.000000 Penalty: 67520.812500
Iteration 20F: 20 clusters Score -1.57486e+08 nChanged 13399
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 88929 members 
Mstep: Class 3 contains 53197 members 
Mstep: Class 5 contains 12239 members 
Mstep: Class 6 contains 111227 members 
Mstep: Class 7 contains 34646 members 
Mstep: Class 8 contains 242016 members 
Mstep: Class 9 contains 88217 members 
Mstep: Class 10 contains 23342 members 
Mstep: Class 11 contains 5117 members 
Mstep: Class 12 contains 250008 members 
Mstep: Class 13 contains 4489 members 
Mstep: Class 14 contains 316285 members 
Mstep: Class 15 contains 193157 members 
Mstep: Class 16 contains 9224 members 
Mstep: Class 17 contains 4483 members 
Mstep: Class 18 contains 50368 members 
Mstep: Class 19 contains 105810 members 
Mstep: Class 20 contains 65855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157491104.000000 Penalty: 67520.812500
Iteration 21Q: 20 clusters Score -1.574911e+08 nChanged 13115
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 89321 members 
Mstep: Class 3 contains 53431 members 
Mstep: Class 5 contains 12527 members 
Mstep: Class 6 contains 110847 members 
Mstep: Class 7 contains 30809 members 
Mstep: Class 8 contains 240615 members 
Mstep: Class 9 contains 89243 members 
Mstep: Class 10 contains 23537 members 
Mstep: Class 11 contains 5975 members 
Mstep: Class 12 contains 249636 members 
Mstep: Class 13 contains 4800 members 
Mstep: Class 14 contains 316125 members 
Mstep: Class 15 contains 197425 members 
Mstep: Class 16 contains 9777 members 
Mstep: Class 17 contains 4866 members 
Mstep: Class 18 contains 49636 members 
Mstep: Class 19 contains 103940 members 
Mstep: Class 20 contains 65977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157496832.000000 Penalty: 67520.812500
Iteration 22Q: 20 clusters Score -1.574968e+08 nChanged 12351
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 89784 members 
Mstep: Class 3 contains 53562 members 
Mstep: Class 5 contains 12718 members 
Mstep: Class 6 contains 110472 members 
Mstep: Class 7 contains 27007 members 
Mstep: Class 8 contains 239363 members 
Mstep: Class 9 contains 90118 members 
Mstep: Class 10 contains 23731 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 249258 members 
Mstep: Class 13 contains 5129 members 
Mstep: Class 14 contains 315900 members 
Mstep: Class 15 contains 201562 members 
Mstep: Class 16 contains 10263 members 
Mstep: Class 17 contains 5187 members 
Mstep: Class 18 contains 49029 members 
Mstep: Class 19 contains 102342 members 
Mstep: Class 20 contains 66098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157501216.000000 Penalty: 67520.812500
Iteration 23Q: 20 clusters Score -1.575012e+08 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 90324 members 
Mstep: Class 3 contains 53536 members 
Mstep: Class 5 contains 12838 members 
Mstep: Class 6 contains 110108 members 
Mstep: Class 7 contains 23286 members 
Mstep: Class 8 contains 238336 members 
Mstep: Class 9 contains 90862 members 
Mstep: Class 10 contains 23915 members 
Mstep: Class 11 contains 7572 members 
Mstep: Class 12 contains 248969 members 
Mstep: Class 13 contains 5435 members 
Mstep: Class 14 contains 315685 members 
Mstep: Class 15 contains 205626 members 
Mstep: Class 16 contains 10709 members 
Mstep: Class 17 contains 5441 members 
Mstep: Class 18 contains 48479 members 
Mstep: Class 19 contains 100890 members 
Mstep: Class 20 contains 66208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157505552.000000 Penalty: 67520.812500
Iteration 24Q: 20 clusters Score -1.575056e+08 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 91026 members 
Mstep: Class 3 contains 53371 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 109788 members 
Mstep: Class 7 contains 19726 members 
Mstep: Class 8 contains 237457 members 
Mstep: Class 9 contains 91567 members 
Mstep: Class 10 contains 24088 members 
Mstep: Class 11 contains 8085 members 
Mstep: Class 12 contains 248714 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 315457 members 
Mstep: Class 15 contains 209466 members 
Mstep: Class 16 contains 11034 members 
Mstep: Class 17 contains 5682 members 
Mstep: Class 18 contains 47989 members 
Mstep: Class 19 contains 99623 members 
Mstep: Class 20 contains 66309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157509088.000000 Penalty: 67520.812500
Iteration 25Q: 20 clusters Score -1.575091e+08 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 91851 members 
Mstep: Class 3 contains 53036 members 
Mstep: Class 5 contains 12971 members 
Mstep: Class 6 contains 109569 members 
Mstep: Class 7 contains 16477 members 
Mstep: Class 8 contains 236738 members 
Mstep: Class 9 contains 92206 members 
Mstep: Class 10 contains 24266 members 
Mstep: Class 11 contains 8392 members 
Mstep: Class 12 contains 248516 members 
Mstep: Class 13 contains 6047 members 
Mstep: Class 14 contains 315205 members 
Mstep: Class 15 contains 213043 members 
Mstep: Class 16 contains 11293 members 
Mstep: Class 17 contains 5916 members 
Mstep: Class 18 contains 47502 members 
Mstep: Class 19 contains 98466 members 
Mstep: Class 20 contains 66426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157511968.000000 Penalty: 67520.812500
Iteration 26Q: 20 clusters Score -1.57512e+08 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 92764 members 
Mstep: Class 3 contains 52599 members 
Mstep: Class 5 contains 12994 members 
Mstep: Class 6 contains 109406 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 236086 members 
Mstep: Class 9 contains 92758 members 
Mstep: Class 10 contains 24440 members 
Mstep: Class 11 contains 8542 members 
Mstep: Class 12 contains 248378 members 
Mstep: Class 13 contains 6325 members 
Mstep: Class 14 contains 314965 members 
Mstep: Class 15 contains 216427 members 
Mstep: Class 16 contains 11509 members 
Mstep: Class 17 contains 6123 members 
Mstep: Class 18 contains 47054 members 
Mstep: Class 19 contains 97466 members 
Mstep: Class 20 contains 66532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157515280.000000 Penalty: 67520.812500
Iteration 27Q: 20 clusters Score -1.575153e+08 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 93719 members 
Mstep: Class 3 contains 52131 members 
Mstep: Class 5 contains 13011 members 
Mstep: Class 6 contains 109330 members 
Mstep: Class 7 contains 10610 members 
Mstep: Class 8 contains 235536 members 
Mstep: Class 9 contains 93247 members 
Mstep: Class 10 contains 24615 members 
Mstep: Class 11 contains 8534 members 
Mstep: Class 12 contains 248267 members 
Mstep: Class 13 contains 6612 members 
Mstep: Class 14 contains 314730 members 
Mstep: Class 15 contains 219565 members 
Mstep: Class 16 contains 11660 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 46615 members 
Mstep: Class 19 contains 96551 members 
Mstep: Class 20 contains 66636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157519216.000000 Penalty: 67520.812500
Iteration 28Q: 20 clusters Score -1.575192e+08 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 94809 members 
Mstep: Class 3 contains 51523 members 
Mstep: Class 5 contains 13000 members 
Mstep: Class 6 contains 109276 members 
Mstep: Class 7 contains 8056 members 
Mstep: Class 8 contains 235053 members 
Mstep: Class 9 contains 93689 members 
Mstep: Class 10 contains 24799 members 
Mstep: Class 11 contains 8512 members 
Mstep: Class 12 contains 248188 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 314492 members 
Mstep: Class 15 contains 222510 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 6459 members 
Mstep: Class 18 contains 46167 members 
Mstep: Class 19 contains 95653 members 
Mstep: Class 20 contains 66715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157522208.000000 Penalty: 67520.812500
Iteration 29Q: 20 clusters Score -1.575222e+08 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 96011 members 
Mstep: Class 3 contains 50766 members 
Mstep: Class 5 contains 12974 members 
Mstep: Class 6 contains 109251 members 
Mstep: Class 7 contains 6127 members 
Mstep: Class 8 contains 234623 members 
Mstep: Class 9 contains 94119 members 
Mstep: Class 10 contains 24931 members 
Mstep: Class 11 contains 8470 members 
Mstep: Class 12 contains 248109 members 
Mstep: Class 13 contains 7069 members 
Mstep: Class 14 contains 314306 members 
Mstep: Class 15 contains 224870 members 
Mstep: Class 16 contains 11921 members 
Mstep: Class 17 contains 6602 members 
Mstep: Class 18 contains 45752 members 
Mstep: Class 19 contains 94791 members 
Mstep: Class 20 contains 66794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157524848.000000 Penalty: 67520.812500
Iteration 30Q: 20 clusters Score -1.575248e+08 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 97403 members 
Mstep: Class 3 contains 49758 members 
Mstep: Class 5 contains 12951 members 
Mstep: Class 6 contains 109219 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 234240 members 
Mstep: Class 9 contains 94502 members 
Mstep: Class 10 contains 25033 members 
Mstep: Class 11 contains 8419 members 
Mstep: Class 12 contains 248031 members 
Mstep: Class 13 contains 7221 members 
Mstep: Class 14 contains 314179 members 
Mstep: Class 15 contains 226535 members 
Mstep: Class 16 contains 12004 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 45400 members 
Mstep: Class 19 contains 93946 members 
Mstep: Class 20 contains 66873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157527200.000000 Penalty: 67520.812500
Iteration 31Q: 20 clusters Score -1.575272e+08 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 98907 members 
Mstep: Class 3 contains 48656 members 
Mstep: Class 5 contains 12920 members 
Mstep: Class 6 contains 109198 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 233894 members 
Mstep: Class 9 contains 94892 members 
Mstep: Class 10 contains 25134 members 
Mstep: Class 11 contains 8306 members 
Mstep: Class 12 contains 247952 members 
Mstep: Class 13 contains 7353 members 
Mstep: Class 14 contains 314038 members 
Mstep: Class 15 contains 227451 members 
Mstep: Class 16 contains 12083 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 45080 members 
Mstep: Class 19 contains 93231 members 
Mstep: Class 20 contains 66939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157528992.000000 Penalty: 67520.812500
Iteration 32Q: 20 clusters Score -1.57529e+08 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 100539 members 
Mstep: Class 3 contains 47461 members 
Mstep: Class 5 contains 12870 members 
Mstep: Class 6 contains 109136 members 
Mstep: Class 7 contains 4289 members 
Mstep: Class 8 contains 233621 members 
Mstep: Class 9 contains 95260 members 
Mstep: Class 10 contains 25252 members 
Mstep: Class 11 contains 8170 members 
Mstep: Class 12 contains 247881 members 
Mstep: Class 13 contains 7466 members 
Mstep: Class 14 contains 313926 members 
Mstep: Class 15 contains 227986 members 
Mstep: Class 16 contains 12139 members 
Mstep: Class 17 contains 6970 members 
Mstep: Class 18 contains 44784 members 
Mstep: Class 19 contains 92608 members 
Mstep: Class 20 contains 67011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157530016.000000 Penalty: 67520.812500
Iteration 33Q: 20 clusters Score -1.5753e+08 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 102314 members 
Mstep: Class 3 contains 46153 members 
Mstep: Class 5 contains 12811 members 
Mstep: Class 6 contains 109071 members 
Mstep: Class 7 contains 4215 members 
Mstep: Class 8 contains 233375 members 
Mstep: Class 9 contains 95577 members 
Mstep: Class 10 contains 25383 members 
Mstep: Class 11 contains 8033 members 
Mstep: Class 12 contains 247801 members 
Mstep: Class 13 contains 7581 members 
Mstep: Class 14 contains 313809 members 
Mstep: Class 15 contains 228327 members 
Mstep: Class 16 contains 12186 members 
Mstep: Class 17 contains 7099 members 
Mstep: Class 18 contains 44475 members 
Mstep: Class 19 contains 92055 members 
Mstep: Class 20 contains 67061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157531888.000000 Penalty: 67520.812500
Iteration 34Q: 20 clusters Score -1.575319e+08 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 104093 members 
Mstep: Class 3 contains 44869 members 
Mstep: Class 5 contains 12753 members 
Mstep: Class 6 contains 109000 members 
Mstep: Class 7 contains 4151 members 
Mstep: Class 8 contains 233134 members 
Mstep: Class 9 contains 95820 members 
Mstep: Class 10 contains 25512 members 
Mstep: Class 11 contains 7917 members 
Mstep: Class 12 contains 247721 members 
Mstep: Class 13 contains 7679 members 
Mstep: Class 14 contains 313711 members 
Mstep: Class 15 contains 228577 members 
Mstep: Class 16 contains 12236 members 
Mstep: Class 17 contains 7201 members 
Mstep: Class 18 contains 44175 members 
Mstep: Class 19 contains 91607 members 
Mstep: Class 20 contains 67127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157533040.000000 Penalty: 67520.812500
Iteration 35Q: 20 clusters Score -1.57533e+08 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 105901 members 
Mstep: Class 3 contains 43501 members 
Mstep: Class 5 contains 12712 members 
Mstep: Class 6 contains 108952 members 
Mstep: Class 7 contains 4127 members 
Mstep: Class 8 contains 232886 members 
Mstep: Class 9 contains 96051 members 
Mstep: Class 10 contains 25621 members 
Mstep: Class 11 contains 7817 members 
Mstep: Class 12 contains 247682 members 
Mstep: Class 13 contains 7760 members 
Mstep: Class 14 contains 313630 members 
Mstep: Class 15 contains 228751 members 
Mstep: Class 16 contains 12249 members 
Mstep: Class 17 contains 7303 members 
Mstep: Class 18 contains 43914 members 
Mstep: Class 19 contains 91215 members 
Mstep: Class 20 contains 67168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157534208.000000 Penalty: 67520.812500
Iteration 36Q: 20 clusters Score -1.575342e+08 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 107803 members 
Mstep: Class 3 contains 42081 members 
Mstep: Class 5 contains 12663 members 
Mstep: Class 6 contains 108905 members 
Mstep: Class 7 contains 4109 members 
Mstep: Class 8 contains 232663 members 
Mstep: Class 9 contains 96198 members 
Mstep: Class 10 contains 25728 members 
Mstep: Class 11 contains 7744 members 
Mstep: Class 12 contains 247636 members 
Mstep: Class 13 contains 7827 members 
Mstep: Class 14 contains 313570 members 
Mstep: Class 15 contains 228884 members 
Mstep: Class 16 contains 12247 members 
Mstep: Class 17 contains 7430 members 
Mstep: Class 18 contains 43651 members 
Mstep: Class 19 contains 90889 members 
Mstep: Class 20 contains 67208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157535136.000000 Penalty: 67520.812500
Iteration 37Q: 20 clusters Score -1.575351e+08 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 109643 members 
Mstep: Class 3 contains 40694 members 
Mstep: Class 5 contains 12602 members 
Mstep: Class 6 contains 108842 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 232479 members 
Mstep: Class 9 contains 96327 members 
Mstep: Class 10 contains 25799 members 
Mstep: Class 11 contains 7688 members 
Mstep: Class 12 contains 247613 members 
Mstep: Class 13 contains 7883 members 
Mstep: Class 14 contains 313536 members 
Mstep: Class 15 contains 228987 members 
Mstep: Class 16 contains 12242 members 
Mstep: Class 17 contains 7559 members 
Mstep: Class 18 contains 43389 members 
Mstep: Class 19 contains 90622 members 
Mstep: Class 20 contains 67246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157535264.000000 Penalty: 67520.812500
Iteration 38Q: 20 clusters Score -1.575353e+08 nChanged 3642
Entering ConstructFrom: 
Score: -157535264.000000 Penalty: 67520.812500
Entering ConstructFrom: 
Trying to split cluster 1 (14785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Entering Unmasked Estep 
Score: -1260838.000000 Penalty: 2381.139404
	Iteration 0F: 2 clusters Score -1260838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1250074.375000 Penalty: 4762.278809
	Iteration 0F: 3 clusters Score -1250074 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1254287.625000 Penalty: 4762.278809
	Iteration 1F: 3 clusters Score -1254288 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1255693.125000 Penalty: 4762.278809
	Iteration 2F: 3 clusters Score -1255693 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1257129.000000 Penalty: 4762.278809
	Iteration 3F: 3 clusters Score -1257129 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1258496.500000 Penalty: 4762.278809
	Iteration 4F: 3 clusters Score -1258496 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1259508.000000 Penalty: 4762.278809
	Iteration 5F: 3 clusters Score -1259508 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1260226.000000 Penalty: 4762.278809
	Iteration 6F: 3 clusters Score -1260226 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1260783.125000 Penalty: 4762.278809
	Iteration 7Q: 3 clusters Score -1260783 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1261212.625000 Penalty: 4762.278809
	Iteration 8Q: 3 clusters Score -1261213 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1261511.875000 Penalty: 4762.278809
	Iteration 9Q: 3 clusters Score -1261512 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1261687.875000 Penalty: 4762.278809
	Iteration 10Q: 3 clusters Score -1261688 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1261796.750000 Penalty: 4762.278809
	Iteration 11Q: 3 clusters Score -1261797 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1261873.625000 Penalty: 4762.278809
	Iteration 12Q: 3 clusters Score -1261874 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1261944.500000 Penalty: 4762.278809
	Iteration 13Q: 3 clusters Score -1261944 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1262029.500000 Penalty: 4762.278809
	Iteration 14Q: 3 clusters Score -1262030 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1262100.750000 Penalty: 4762.278809
	Iteration 15Q: 3 clusters Score -1262101 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1262182.625000 Penalty: 4762.278809
	Iteration 16Q: 3 clusters Score -1262183 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1262261.500000 Penalty: 4762.278809
	Iteration 17Q: 3 clusters Score -1262262 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1262337.875000 Penalty: 4762.278809
	Iteration 18Q: 3 clusters Score -1262338 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1262435.125000 Penalty: 4762.278809
	Iteration 19Q: 3 clusters Score -1262435 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1262529.250000 Penalty: 4762.278809
	Iteration 20F: 3 clusters Score -1262529 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1262600.125000 Penalty: 4762.278809
	Iteration 21Q: 3 clusters Score -1262600 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1262653.375000 Penalty: 4762.278809
	Iteration 22Q: 3 clusters Score -1262653 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1262686.375000 Penalty: 4762.278809
	Iteration 23Q: 3 clusters Score -1262686 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1262713.625000 Penalty: 4762.278809
	Iteration 24Q: 3 clusters Score -1262714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1262763.875000 Penalty: 4762.278809
	Iteration 25Q: 3 clusters Score -1262764 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1262816.625000 Penalty: 4762.278809
	Iteration 26Q: 3 clusters Score -1262817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1262871.375000 Penalty: 4762.278809
	Iteration 27Q: 3 clusters Score -1262871 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1262925.125000 Penalty: 4762.278809
	Iteration 28Q: 3 clusters Score -1262925 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1262962.625000 Penalty: 4762.278809
	Iteration 29Q: 3 clusters Score -1262963 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1262988.750000 Penalty: 4762.278809
	Iteration 30Q: 3 clusters Score -1262989 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1263000.250000 Penalty: 4762.278809
	Iteration 31Q: 3 clusters Score -1263000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1263012.875000 Penalty: 4762.278809
	Iteration 32Q: 3 clusters Score -1263013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1263016.250000 Penalty: 4762.278809
	Iteration 33Q: 3 clusters Score -1263016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1263023.375000 Penalty: 4762.278809
	Iteration 34Q: 3 clusters Score -1263023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1263024.500000 Penalty: 4762.278809
	Iteration 35Q: 3 clusters Score -1263024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1263027.750000 Penalty: 4762.278809
	Iteration 36Q: 3 clusters Score -1263028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1263029.250000 Penalty: 4762.278809
	Iteration 37Q: 3 clusters Score -1263029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1263031.000000 Penalty: 4762.278809
	Iteration 38Q: 3 clusters Score -1263031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1263027.500000 Penalty: 4762.278809
	Iteration 39Q: 3 clusters Score -1263028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1263030.250000 Penalty: 4762.278809
	Iteration 40F: 3 clusters Score -1263030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1263032.000000 Penalty: 4762.278809
	Iteration 41Q: 3 clusters Score -1263032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1263031.375000 Penalty: 4762.278809
	Iteration 42Q: 3 clusters Score -1263031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1263033.000000 Penalty: 4762.278809
	Iteration 43Q: 3 clusters Score -1263033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1263033.000000 Penalty: 4762.278809
	Iteration 44F: 3 clusters Score -1263033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 111439 members 
Mstep: Class 3 contains 39357 members 
Mstep: Class 4 contains 5910 members 
Mstep: Class 5 contains 12544 members 
Mstep: Class 6 contains 108793 members 
Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 232312 members 
Mstep: Class 9 contains 96421 members 
Mstep: Class 10 contains 25844 members 
Mstep: Class 11 contains 7657 members 
Mstep: Class 12 contains 247590 members 
Mstep: Class 13 contains 7939 members 
Mstep: Class 14 contains 313497 members 
Mstep: Class 15 contains 229044 members 
Mstep: Class 16 contains 12235 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 43121 members 
Mstep: Class 19 contains 90388 members 
Mstep: Class 20 contains 67267 members 
Entering Unmasked Estep 
Score: -157535856.000000 Penalty: 71074.546875
Splitting cluster 1 changes total score from -157535264.000000 to -157535856.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (111439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111439 members 
Entering Unmasked Estep 
Score: -10747354.000000 Penalty: 2882.065674
	Iteration 0F: 2 clusters Score -1.074735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -10673135.000000 Penalty: 5764.131348
	Iteration 0F: 3 clusters Score -1.067314e+07 nChanged 52914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -10704610.000000 Penalty: 5764.131348
	Iteration 1F: 3 clusters Score -1.070461e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -10708116.000000 Penalty: 5764.131348
	Iteration 2Q: 3 clusters Score -1.070812e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57049 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -10713392.000000 Penalty: 5764.131348
	Iteration 3F: 3 clusters Score -1.071339e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -10721417.000000 Penalty: 5764.131348
	Iteration 4F: 3 clusters Score -1.072142e+07 nChanged 10937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 63419 members 
Entering Unmasked Estep 
Score: -10730714.000000 Penalty: 5764.131348
	Iteration 5F: 3 clusters Score -1.073071e+07 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -10738903.000000 Penalty: 5764.131348
	Iteration 6F: 3 clusters Score -1.07389e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 76922 members 
Entering Unmasked Estep 
Score: -10745236.000000 Penalty: 5764.131348
	Iteration 7F: 3 clusters Score -1.074524e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -10749492.000000 Penalty: 5764.131348
	Iteration 8F: 3 clusters Score -1.074949e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 86979 members 
Entering Unmasked Estep 
Score: -10752437.000000 Penalty: 5764.131348
	Iteration 9Q: 3 clusters Score -1.075244e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 90685 members 
Entering Unmasked Estep 
Score: -10754763.000000 Penalty: 5764.131348
	Iteration 10Q: 3 clusters Score -1.075476e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 93640 members 
Entering Unmasked Estep 
Score: -10756234.000000 Penalty: 5764.131348
	Iteration 11Q: 3 clusters Score -1.075623e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 95834 members 
Entering Unmasked Estep 
Score: -10757193.000000 Penalty: 5764.131348
	Iteration 12Q: 3 clusters Score -1.075719e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 97486 members 
Entering Unmasked Estep 
Score: -10757778.000000 Penalty: 5764.131348
	Iteration 13Q: 3 clusters Score -1.075778e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 98723 members 
Entering Unmasked Estep 
Score: -10758214.000000 Penalty: 5764.131348
	Iteration 14Q: 3 clusters Score -1.075821e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 99661 members 
Entering Unmasked Estep 
Score: -10758414.000000 Penalty: 5764.131348
	Iteration 15Q: 3 clusters Score -1.075841e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 100341 members 
Entering Unmasked Estep 
Score: -10758583.000000 Penalty: 5764.131348
	Iteration 16Q: 3 clusters Score -1.075858e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 100851 members 
Entering Unmasked Estep 
Score: -10758631.000000 Penalty: 5764.131348
	Iteration 17Q: 3 clusters Score -1.075863e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 101260 members 
Entering Unmasked Estep 
Score: -10758740.000000 Penalty: 5764.131348
	Iteration 18Q: 3 clusters Score -1.075874e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 101565 members 
Entering Unmasked Estep 
Score: -10758756.000000 Penalty: 5764.131348
	Iteration 19Q: 3 clusters Score -1.075876e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 101790 members 
Entering Unmasked Estep 
Score: -10758813.000000 Penalty: 5764.131348
	Iteration 20F: 3 clusters Score -1.075881e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 101962 members 
Entering Unmasked Estep 
Score: -10758858.000000 Penalty: 5764.131348
	Iteration 21Q: 3 clusters Score -1.075886e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 102105 members 
Entering Unmasked Estep 
Score: -10758854.000000 Penalty: 5764.131348
	Iteration 22Q: 3 clusters Score -1.075885e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 102225 members 
Entering Unmasked Estep 
Score: -10758869.000000 Penalty: 5764.131348
	Iteration 23Q: 3 clusters Score -1.075887e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 102329 members 
Entering Unmasked Estep 
Score: -10758885.000000 Penalty: 5764.131348
	Iteration 24Q: 3 clusters Score -1.075888e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -10758887.000000 Penalty: 5764.131348
	Iteration 25Q: 3 clusters Score -1.075889e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 102489 members 
Entering Unmasked Estep 
Score: -10758888.000000 Penalty: 5764.131348
	Iteration 26Q: 3 clusters Score -1.075889e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 102538 members 
Entering Unmasked Estep 
Score: -10758898.000000 Penalty: 5764.131348
	Iteration 27Q: 3 clusters Score -1.07589e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 102573 members 
Entering Unmasked Estep 
Score: -10758923.000000 Penalty: 5764.131348
	Iteration 28Q: 3 clusters Score -1.075892e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 102612 members 
Entering Unmasked Estep 
Score: -10758910.000000 Penalty: 5764.131348
	Iteration 29Q: 3 clusters Score -1.075891e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 102653 members 
Entering Unmasked Estep 
Score: -10758900.000000 Penalty: 5764.131348
	Iteration 30Q: 3 clusters Score -1.07589e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 102681 members 
Entering Unmasked Estep 
Score: -10758912.000000 Penalty: 5764.131348
	Iteration 31Q: 3 clusters Score -1.075891e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 102708 members 
Entering Unmasked Estep 
Score: -10758911.000000 Penalty: 5764.131348
	Iteration 32Q: 3 clusters Score -1.075891e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 102735 members 
Entering Unmasked Estep 
Score: -10758919.000000 Penalty: 5764.131348
	Iteration 33Q: 3 clusters Score -1.075892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 102752 members 
Entering Unmasked Estep 
Score: -10758916.000000 Penalty: 5764.131348
	Iteration 34Q: 3 clusters Score -1.075892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 102773 members 
Entering Unmasked Estep 
Score: -10758917.000000 Penalty: 5764.131348
	Iteration 35Q: 3 clusters Score -1.075892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 102789 members 
Entering Unmasked Estep 
Score: -10758906.000000 Penalty: 5764.131348
	Iteration 36Q: 3 clusters Score -1.075891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 102798 members 
Entering Unmasked Estep 
Score: -10758911.000000 Penalty: 5764.131348
	Iteration 37Q: 3 clusters Score -1.075891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 102803 members 
Entering Unmasked Estep 
Score: -10758921.000000 Penalty: 5764.131348
	Iteration 38Q: 3 clusters Score -1.075892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 102807 members 
Entering Unmasked Estep 
Score: -10758923.000000 Penalty: 5764.131348
	Iteration 39Q: 3 clusters Score -1.075892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 102812 members 
Entering Unmasked Estep 
Score: -10758924.000000 Penalty: 5764.131348
	Iteration 40F: 3 clusters Score -1.075892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 102815 members 
Entering Unmasked Estep 
Score: -10758922.000000 Penalty: 5764.131348
	Iteration 41Q: 3 clusters Score -1.075892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 102820 members 
Entering Unmasked Estep 
Score: -10758922.000000 Penalty: 5764.131348
	Iteration 42Q: 3 clusters Score -1.075892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 102827 members 
Entering Unmasked Estep 
Score: -10758917.000000 Penalty: 5764.131348
	Iteration 43Q: 3 clusters Score -1.075892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 102831 members 
Entering Unmasked Estep 
Score: -10758915.000000 Penalty: 5764.131348
	Iteration 44Q: 3 clusters Score -1.075892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 102834 members 
Entering Unmasked Estep 
Score: -10758915.000000 Penalty: 5764.131348
	Iteration 45Q: 3 clusters Score -1.075892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 102835 members 
Entering Unmasked Estep 
Score: -10758909.000000 Penalty: 5764.131348
	Iteration 46Q: 3 clusters Score -1.075891e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 102835 members 
Entering Unmasked Estep 
Score: -10758909.000000 Penalty: 5764.131348
	Iteration 47F: 3 clusters Score -1.075891e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 39357 members 
Mstep: Class 4 contains 5910 members 
Mstep: Class 5 contains 12544 members 
Mstep: Class 6 contains 108793 members 
Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 232312 members 
Mstep: Class 9 contains 96421 members 
Mstep: Class 10 contains 25844 members 
Mstep: Class 11 contains 7657 members 
Mstep: Class 12 contains 247590 members 
Mstep: Class 13 contains 7939 members 
Mstep: Class 14 contains 313497 members 
Mstep: Class 15 contains 229044 members 
Mstep: Class 16 contains 12235 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 43121 members 
Mstep: Class 19 contains 90388 members 
Mstep: Class 20 contains 67267 members 
Mstep: Class 21 contains 102835 members 
Entering Unmasked Estep 
Score: -157544544.000000 Penalty: 74628.273438
Splitting cluster 2 changes total score from -157535264.000000 to -157544544.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (39357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Entering Unmasked Estep 
Score: -3833481.500000 Penalty: 2623.946289
	Iteration 0F: 2 clusters Score -3833482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -3806904.750000 Penalty: 5247.892578
	Iteration 0F: 3 clusters Score -3806905 nChanged 17893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -3816906.250000 Penalty: 5247.892578
	Iteration 1F: 3 clusters Score -3816906 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -3817501.000000 Penalty: 5247.892578
	Iteration 2Q: 3 clusters Score -3817501 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -3818088.250000 Penalty: 5247.892578
	Iteration 3Q: 3 clusters Score -3818088 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -3818781.500000 Penalty: 5247.892578
	Iteration 4Q: 3 clusters Score -3818782 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3819691.000000 Penalty: 5247.892578
	Iteration 5Q: 3 clusters Score -3819691 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -3821112.250000 Penalty: 5247.892578
	Iteration 6F: 3 clusters Score -3821112 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -3823151.000000 Penalty: 5247.892578
	Iteration 7F: 3 clusters Score -3823151 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -3825784.000000 Penalty: 5247.892578
	Iteration 8F: 3 clusters Score -3825784 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3828186.750000 Penalty: 5247.892578
	Iteration 9F: 3 clusters Score -3828187 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3829747.250000 Penalty: 5247.892578
	Iteration 10Q: 3 clusters Score -3829747 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3830457.500000 Penalty: 5247.892578
	Iteration 11Q: 3 clusters Score -3830458 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3830792.500000 Penalty: 5247.892578
	Iteration 12Q: 3 clusters Score -3830792 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3830946.250000 Penalty: 5247.892578
	Iteration 13Q: 3 clusters Score -3830946 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3831051.000000 Penalty: 5247.892578
	Iteration 14Q: 3 clusters Score -3831051 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3831110.000000 Penalty: 5247.892578
	Iteration 15Q: 3 clusters Score -3831110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3831159.750000 Penalty: 5247.892578
	Iteration 16Q: 3 clusters Score -3831160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3831175.750000 Penalty: 5247.892578
	Iteration 17Q: 3 clusters Score -3831176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3831198.500000 Penalty: 5247.892578
	Iteration 18Q: 3 clusters Score -3831198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3831205.750000 Penalty: 5247.892578
	Iteration 19Q: 3 clusters Score -3831206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3831215.000000 Penalty: 5247.892578
	Iteration 20F: 3 clusters Score -3831215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3831219.000000 Penalty: 5247.892578
	Iteration 21Q: 3 clusters Score -3831219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3831221.250000 Penalty: 5247.892578
	Iteration 22Q: 3 clusters Score -3831221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3831221.250000 Penalty: 5247.892578
	Iteration 23Q: 3 clusters Score -3831221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3831222.750000 Penalty: 5247.892578
	Iteration 24Q: 3 clusters Score -3831223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3831222.750000 Penalty: 5247.892578
	Iteration 25F: 3 clusters Score -3831223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Entering Unmasked Estep 
Score: -1210072.375000 Penalty: 2340.375244
	Iteration 0F: 2 clusters Score -1210072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1200761.125000 Penalty: 4680.750488
	Iteration 0F: 3 clusters Score -1200761 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1204405.875000 Penalty: 4680.750488
	Iteration 1F: 3 clusters Score -1204406 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1205833.125000 Penalty: 4680.750488
	Iteration 2F: 3 clusters Score -1205833 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1206972.125000 Penalty: 4680.750488
	Iteration 3F: 3 clusters Score -1206972 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1207760.750000 Penalty: 4680.750488
	Iteration 4F: 3 clusters Score -1207761 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1208193.875000 Penalty: 4680.750488
	Iteration 5F: 3 clusters Score -1208194 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1208458.750000 Penalty: 4680.750488
	Iteration 6Q: 3 clusters Score -1208459 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1208641.250000 Penalty: 4680.750488
	Iteration 7Q: 3 clusters Score -1208641 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1208787.000000 Penalty: 4680.750488
	Iteration 8Q: 3 clusters Score -1208787 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1208900.000000 Penalty: 4680.750488
	Iteration 9Q: 3 clusters Score -1208900 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1209005.625000 Penalty: 4680.750488
	Iteration 10Q: 3 clusters Score -1209006 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1209081.750000 Penalty: 4680.750488
	Iteration 11Q: 3 clusters Score -1209082 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1209148.750000 Penalty: 4680.750488
	Iteration 12Q: 3 clusters Score -1209149 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1209205.000000 Penalty: 4680.750488
	Iteration 13Q: 3 clusters Score -1209205 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1209256.875000 Penalty: 4680.750488
	Iteration 14Q: 3 clusters Score -1209257 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1209306.375000 Penalty: 4680.750488
	Iteration 15Q: 3 clusters Score -1209306 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1209362.750000 Penalty: 4680.750488
	Iteration 16Q: 3 clusters Score -1209363 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1209426.625000 Penalty: 4680.750488
	Iteration 17Q: 3 clusters Score -1209427 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1209479.250000 Penalty: 4680.750488
	Iteration 18Q: 3 clusters Score -1209479 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1209540.875000 Penalty: 4680.750488
	Iteration 19Q: 3 clusters Score -1209541 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1209608.000000 Penalty: 4680.750488
	Iteration 20F: 3 clusters Score -1209608 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1209655.375000 Penalty: 4680.750488
	Iteration 21Q: 3 clusters Score -1209655 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1209709.625000 Penalty: 4680.750488
	Iteration 22Q: 3 clusters Score -1209710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1209779.750000 Penalty: 4680.750488
	Iteration 23Q: 3 clusters Score -1209780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1209839.375000 Penalty: 4680.750488
	Iteration 24Q: 3 clusters Score -1209839 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1209940.625000 Penalty: 4680.750488
	Iteration 25Q: 3 clusters Score -1209941 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1210047.500000 Penalty: 4680.750488
	Iteration 26Q: 3 clusters Score -1210048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1210139.625000 Penalty: 4680.750488
	Iteration 27Q: 3 clusters Score -1210140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1210169.125000 Penalty: 4680.750488
	Iteration 28Q: 3 clusters Score -1210169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1210194.375000 Penalty: 4680.750488
	Iteration 29Q: 3 clusters Score -1210194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1210228.000000 Penalty: 4680.750488
	Iteration 30Q: 3 clusters Score -1210228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1210250.500000 Penalty: 4680.750488
	Iteration 31Q: 3 clusters Score -1210250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1210262.375000 Penalty: 4680.750488
	Iteration 32Q: 3 clusters Score -1210262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1210263.250000 Penalty: 4680.750488
	Iteration 33Q: 3 clusters Score -1210263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1210265.125000 Penalty: 4680.750488
	Iteration 34Q: 3 clusters Score -1210265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1210265.125000 Penalty: 4680.750488
	Iteration 35F: 3 clusters Score -1210265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 39357 members 
Mstep: Class 4 contains 5910 members 
Mstep: Class 5 contains 11513 members 
Mstep: Class 6 contains 108793 members 
Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 232312 members 
Mstep: Class 9 contains 96421 members 
Mstep: Class 10 contains 25844 members 
Mstep: Class 11 contains 7657 members 
Mstep: Class 12 contains 247590 members 
Mstep: Class 13 contains 7939 members 
Mstep: Class 14 contains 313497 members 
Mstep: Class 15 contains 229044 members 
Mstep: Class 16 contains 12235 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 43121 members 
Mstep: Class 19 contains 90388 members 
Mstep: Class 20 contains 67267 members 
Mstep: Class 21 contains 102835 members 
Mstep: Class 22 contains 1031 members 
Entering Unmasked Estep 
Score: -157543376.000000 Penalty: 78182.000000
Splitting cluster 5 changes total score from -157535264.000000 to -157543376.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (108793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108793 members 
Entering Unmasked Estep 
Score: -10675325.000000 Penalty: 2876.106201
	Iteration 0F: 2 clusters Score -1.067532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -10602533.000000 Penalty: 5752.212402
	Iteration 0F: 3 clusters Score -1.060253e+07 nChanged 51676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -10632070.000000 Penalty: 5752.212402
	Iteration 1F: 3 clusters Score -1.063207e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -10632906.000000 Penalty: 5752.212402
	Iteration 2Q: 3 clusters Score -1.063291e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -10634000.000000 Penalty: 5752.212402
	Iteration 3Q: 3 clusters Score -1.0634e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60020 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -10635858.000000 Penalty: 5752.212402
	Iteration 4Q: 3 clusters Score -1.063586e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64210 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -10639805.000000 Penalty: 5752.212402
	Iteration 5F: 3 clusters Score -1.06398e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70086 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -10646695.000000 Penalty: 5752.212402
	Iteration 6F: 3 clusters Score -1.06467e+07 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76899 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -10655488.000000 Penalty: 5752.212402
	Iteration 7F: 3 clusters Score -1.065549e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82869 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -10662481.000000 Penalty: 5752.212402
	Iteration 8F: 3 clusters Score -1.066248e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -10666621.000000 Penalty: 5752.212402
	Iteration 9F: 3 clusters Score -1.066662e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90948 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -10668802.000000 Penalty: 5752.212402
	Iteration 10Q: 3 clusters Score -1.06688e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93798 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -10670222.000000 Penalty: 5752.212402
	Iteration 11Q: 3 clusters Score -1.067022e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96129 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -10671211.000000 Penalty: 5752.212402
	Iteration 12Q: 3 clusters Score -1.067121e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98131 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -10672015.000000 Penalty: 5752.212402
	Iteration 13Q: 3 clusters Score -1.067202e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99769 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -10672655.000000 Penalty: 5752.212402
	Iteration 14Q: 3 clusters Score -1.067266e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101019 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -10673059.000000 Penalty: 5752.212402
	Iteration 15Q: 3 clusters Score -1.067306e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101995 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -10673367.000000 Penalty: 5752.212402
	Iteration 16Q: 3 clusters Score -1.067337e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102737 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -10673539.000000 Penalty: 5752.212402
	Iteration 17Q: 3 clusters Score -1.067354e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103313 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -10673667.000000 Penalty: 5752.212402
	Iteration 18Q: 3 clusters Score -1.067367e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103769 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -10673796.000000 Penalty: 5752.212402
	Iteration 19Q: 3 clusters Score -1.06738e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104126 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -10673929.000000 Penalty: 5752.212402
	Iteration 20F: 3 clusters Score -1.067393e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104408 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -10674017.000000 Penalty: 5752.212402
	Iteration 21Q: 3 clusters Score -1.067402e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104658 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -10674002.000000 Penalty: 5752.212402
	Iteration 22Q: 3 clusters Score -1.0674e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104865 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -10674028.000000 Penalty: 5752.212402
	Iteration 23Q: 3 clusters Score -1.067403e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105043 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -10674050.000000 Penalty: 5752.212402
	Iteration 24Q: 3 clusters Score -1.067405e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105181 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -10674119.000000 Penalty: 5752.212402
	Iteration 25Q: 3 clusters Score -1.067412e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105311 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -10674133.000000 Penalty: 5752.212402
	Iteration 26Q: 3 clusters Score -1.067413e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105426 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -10674188.000000 Penalty: 5752.212402
	Iteration 27Q: 3 clusters Score -1.067419e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105520 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -10674209.000000 Penalty: 5752.212402
	Iteration 28Q: 3 clusters Score -1.067421e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105604 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -10674225.000000 Penalty: 5752.212402
	Iteration 29Q: 3 clusters Score -1.067422e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105679 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -10674235.000000 Penalty: 5752.212402
	Iteration 30Q: 3 clusters Score -1.067424e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105743 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -10674274.000000 Penalty: 5752.212402
	Iteration 31Q: 3 clusters Score -1.067427e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105805 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -10674283.000000 Penalty: 5752.212402
	Iteration 32Q: 3 clusters Score -1.067428e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105850 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -10674303.000000 Penalty: 5752.212402
	Iteration 33Q: 3 clusters Score -1.06743e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105892 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -10674318.000000 Penalty: 5752.212402
	Iteration 34Q: 3 clusters Score -1.067432e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -10674326.000000 Penalty: 5752.212402
	Iteration 35Q: 3 clusters Score -1.067433e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105934 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -10674343.000000 Penalty: 5752.212402
	Iteration 36Q: 3 clusters Score -1.067434e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105943 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -10674317.000000 Penalty: 5752.212402
	Iteration 37Q: 3 clusters Score -1.067432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105953 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -10674323.000000 Penalty: 5752.212402
	Iteration 38Q: 3 clusters Score -1.067432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105960 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -10674328.000000 Penalty: 5752.212402
	Iteration 39Q: 3 clusters Score -1.067433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105964 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -10674340.000000 Penalty: 5752.212402
	Iteration 40F: 3 clusters Score -1.067434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -10674335.000000 Penalty: 5752.212402
	Iteration 41Q: 3 clusters Score -1.067434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105967 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -10674329.000000 Penalty: 5752.212402
	Iteration 42Q: 3 clusters Score -1.067433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105969 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -10674321.000000 Penalty: 5752.212402
	Iteration 43Q: 3 clusters Score -1.067432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105969 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -10674324.000000 Penalty: 5752.212402
	Iteration 44Q: 3 clusters Score -1.067432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105968 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -10674333.000000 Penalty: 5752.212402
	Iteration 45Q: 3 clusters Score -1.067433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105969 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -10674338.000000 Penalty: 5752.212402
	Iteration 46Q: 3 clusters Score -1.067434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105971 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -10674341.000000 Penalty: 5752.212402
	Iteration 47Q: 3 clusters Score -1.067434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105973 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -10674333.000000 Penalty: 5752.212402
	Iteration 48Q: 3 clusters Score -1.067433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105976 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -10674334.000000 Penalty: 5752.212402
	Iteration 49Q: 3 clusters Score -1.067433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -10674332.000000 Penalty: 5752.212402
	Iteration 50Q: 3 clusters Score -1.067433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -10674332.000000 Penalty: 5752.212402
	Iteration 51F: 3 clusters Score -1.067433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Entering Unmasked Estep 
Score: -382897.812500 Penalty: 2061.713867
	Iteration 0F: 2 clusters Score -382897.8 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 2077 members 
Entering Unmasked Estep 
Score: -378924.656250 Penalty: 4123.427734
	Iteration 0F: 3 clusters Score -378924.7 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -379903.437500 Penalty: 4123.427734
	Iteration 1F: 3 clusters Score -379903.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -380129.843750 Penalty: 4123.427734
	Iteration 2F: 3 clusters Score -380129.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -380279.031250 Penalty: 4123.427734
	Iteration 3Q: 3 clusters Score -380279 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -380397.875000 Penalty: 4123.427734
	Iteration 4Q: 3 clusters Score -380397.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -380525.750000 Penalty: 4123.427734
	Iteration 5Q: 3 clusters Score -380525.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -380644.156250 Penalty: 4123.427734
	Iteration 6Q: 3 clusters Score -380644.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -380733.437500 Penalty: 4123.427734
	Iteration 7Q: 3 clusters Score -380733.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -380809.843750 Penalty: 4123.427734
	Iteration 8Q: 3 clusters Score -380809.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -380875.406250 Penalty: 4123.427734
	Iteration 9Q: 3 clusters Score -380875.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -380926.968750 Penalty: 4123.427734
	Iteration 10Q: 3 clusters Score -380927 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -380967.125000 Penalty: 4123.427734
	Iteration 11Q: 3 clusters Score -380967.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -381003.812500 Penalty: 4123.427734
	Iteration 12Q: 3 clusters Score -381003.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -381039.281250 Penalty: 4123.427734
	Iteration 13Q: 3 clusters Score -381039.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -381069.437500 Penalty: 4123.427734
	Iteration 14Q: 3 clusters Score -381069.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -381108.687500 Penalty: 4123.427734
	Iteration 15Q: 3 clusters Score -381108.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -381141.250000 Penalty: 4123.427734
	Iteration 16Q: 3 clusters Score -381141.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -381170.250000 Penalty: 4123.427734
	Iteration 17Q: 3 clusters Score -381170.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -381190.187500 Penalty: 4123.427734
	Iteration 18Q: 3 clusters Score -381190.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -381206.593750 Penalty: 4123.427734
	Iteration 19Q: 3 clusters Score -381206.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -381224.875000 Penalty: 4123.427734
	Iteration 20F: 3 clusters Score -381224.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -381241.156250 Penalty: 4123.427734
	Iteration 21Q: 3 clusters Score -381241.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -381262.312500 Penalty: 4123.427734
	Iteration 22Q: 3 clusters Score -381262.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -381280.906250 Penalty: 4123.427734
	Iteration 23Q: 3 clusters Score -381280.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -381300.406250 Penalty: 4123.427734
	Iteration 24Q: 3 clusters Score -381300.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -381316.875000 Penalty: 4123.427734
	Iteration 25Q: 3 clusters Score -381316.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -381338.093750 Penalty: 4123.427734
	Iteration 26Q: 3 clusters Score -381338.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -381363.187500 Penalty: 4123.427734
	Iteration 27Q: 3 clusters Score -381363.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -381397.093750 Penalty: 4123.427734
	Iteration 28Q: 3 clusters Score -381397.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -381436.593750 Penalty: 4123.427734
	Iteration 29Q: 3 clusters Score -381436.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -381473.125000 Penalty: 4123.427734
	Iteration 30Q: 3 clusters Score -381473.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -381510.843750 Penalty: 4123.427734
	Iteration 31Q: 3 clusters Score -381510.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -381553.750000 Penalty: 4123.427734
	Iteration 32Q: 3 clusters Score -381553.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -381597.625000 Penalty: 4123.427734
	Iteration 33Q: 3 clusters Score -381597.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -381647.218750 Penalty: 4123.427734
	Iteration 34Q: 3 clusters Score -381647.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -381693.687500 Penalty: 4123.427734
	Iteration 35Q: 3 clusters Score -381693.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -381730.531250 Penalty: 4123.427734
	Iteration 36Q: 3 clusters Score -381730.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -381764.000000 Penalty: 4123.427734
	Iteration 37Q: 3 clusters Score -381764 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -381802.406250 Penalty: 4123.427734
	Iteration 38Q: 3 clusters Score -381802.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -381830.843750 Penalty: 4123.427734
	Iteration 39Q: 3 clusters Score -381830.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -381851.062500 Penalty: 4123.427734
	Iteration 40F: 3 clusters Score -381851.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -381866.656250 Penalty: 4123.427734
	Iteration 41Q: 3 clusters Score -381866.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -381871.281250 Penalty: 4123.427734
	Iteration 42Q: 3 clusters Score -381871.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -381872.687500 Penalty: 4123.427734
	Iteration 43Q: 3 clusters Score -381872.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -381875.093750 Penalty: 4123.427734
	Iteration 44Q: 3 clusters Score -381875.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -381877.593750 Penalty: 4123.427734
	Iteration 45Q: 3 clusters Score -381877.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -381879.781250 Penalty: 4123.427734
	Iteration 46Q: 3 clusters Score -381879.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -381881.437500 Penalty: 4123.427734
	Iteration 47Q: 3 clusters Score -381881.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -381881.437500 Penalty: 4123.427734
	Iteration 48F: 3 clusters Score -381881.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (232312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232312 members 
Entering Unmasked Estep 
Score: -22784426.000000 Penalty: 3064.247559
	Iteration 0F: 2 clusters Score -2.278443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116101 members 
Mstep: Class 2 contains 116211 members 
Entering Unmasked Estep 
Score: -22631090.000000 Penalty: 6128.495117
	Iteration 0F: 3 clusters Score -2.263109e+07 nChanged 111941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113208 members 
Mstep: Class 2 contains 119104 members 
Entering Unmasked Estep 
Score: -22697590.000000 Penalty: 6128.495117
	Iteration 1F: 3 clusters Score -2.269759e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110939 members 
Mstep: Class 2 contains 121373 members 
Entering Unmasked Estep 
Score: -22699364.000000 Penalty: 6128.495117
	Iteration 2Q: 3 clusters Score -2.269936e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107182 members 
Mstep: Class 2 contains 125130 members 
Entering Unmasked Estep 
Score: -22701960.000000 Penalty: 6128.495117
	Iteration 3Q: 3 clusters Score -2.270196e+07 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101096 members 
Mstep: Class 2 contains 131216 members 
Entering Unmasked Estep 
Score: -22706518.000000 Penalty: 6128.495117
	Iteration 4Q: 3 clusters Score -2.270652e+07 nChanged 13675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91919 members 
Mstep: Class 2 contains 140393 members 
Entering Unmasked Estep 
Score: -22713916.000000 Penalty: 6128.495117
	Iteration 5F: 3 clusters Score -2.271392e+07 nChanged 16325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 152908 members 
Entering Unmasked Estep 
Score: -22724068.000000 Penalty: 6128.495117
	Iteration 6F: 3 clusters Score -2.272407e+07 nChanged 17899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64603 members 
Mstep: Class 2 contains 167709 members 
Entering Unmasked Estep 
Score: -22737028.000000 Penalty: 6128.495117
	Iteration 7F: 3 clusters Score -2.273703e+07 nChanged 17323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 182782 members 
Entering Unmasked Estep 
Score: -22749920.000000 Penalty: 6128.495117
	Iteration 8F: 3 clusters Score -2.274992e+07 nChanged 14346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 195826 members 
Entering Unmasked Estep 
Score: -22760394.000000 Penalty: 6128.495117
	Iteration 9F: 3 clusters Score -2.276039e+07 nChanged 11042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 206174 members 
Entering Unmasked Estep 
Score: -22768010.000000 Penalty: 6128.495117
	Iteration 10Q: 3 clusters Score -2.276801e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 213913 members 
Entering Unmasked Estep 
Score: -22773348.000000 Penalty: 6128.495117
	Iteration 11Q: 3 clusters Score -2.277335e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 219565 members 
Entering Unmasked Estep 
Score: -22777158.000000 Penalty: 6128.495117
	Iteration 12Q: 3 clusters Score -2.277716e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 223461 members 
Entering Unmasked Estep 
Score: -22779250.000000 Penalty: 6128.495117
	Iteration 13Q: 3 clusters Score -2.277925e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 225953 members 
Entering Unmasked Estep 
Score: -22780634.000000 Penalty: 6128.495117
	Iteration 14Q: 3 clusters Score -2.278063e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 227561 members 
Entering Unmasked Estep 
Score: -22781508.000000 Penalty: 6128.495117
	Iteration 15Q: 3 clusters Score -2.278151e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 228553 members 
Entering Unmasked Estep 
Score: -22781874.000000 Penalty: 6128.495117
	Iteration 16Q: 3 clusters Score -2.278187e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 229146 members 
Entering Unmasked Estep 
Score: -22782186.000000 Penalty: 6128.495117
	Iteration 17Q: 3 clusters Score -2.278219e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 229580 members 
Entering Unmasked Estep 
Score: -22782342.000000 Penalty: 6128.495117
	Iteration 18Q: 3 clusters Score -2.278234e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 229900 members 
Entering Unmasked Estep 
Score: -22782478.000000 Penalty: 6128.495117
	Iteration 19Q: 3 clusters Score -2.278248e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 230120 members 
Entering Unmasked Estep 
Score: -22782634.000000 Penalty: 6128.495117
	Iteration 20F: 3 clusters Score -2.278263e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 230265 members 
Entering Unmasked Estep 
Score: -22782674.000000 Penalty: 6128.495117
	Iteration 21Q: 3 clusters Score -2.278267e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 230369 members 
Entering Unmasked Estep 
Score: -22782692.000000 Penalty: 6128.495117
	Iteration 22Q: 3 clusters Score -2.278269e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 230446 members 
Entering Unmasked Estep 
Score: -22782736.000000 Penalty: 6128.495117
	Iteration 23Q: 3 clusters Score -2.278274e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 230506 members 
Entering Unmasked Estep 
Score: -22782776.000000 Penalty: 6128.495117
	Iteration 24Q: 3 clusters Score -2.278278e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 230533 members 
Entering Unmasked Estep 
Score: -22782792.000000 Penalty: 6128.495117
	Iteration 25Q: 3 clusters Score -2.278279e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 230567 members 
Entering Unmasked Estep 
Score: -22782832.000000 Penalty: 6128.495117
	Iteration 26Q: 3 clusters Score -2.278283e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 230593 members 
Entering Unmasked Estep 
Score: -22782852.000000 Penalty: 6128.495117
	Iteration 27Q: 3 clusters Score -2.278285e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 230619 members 
Entering Unmasked Estep 
Score: -22782884.000000 Penalty: 6128.495117
	Iteration 28Q: 3 clusters Score -2.278288e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 230634 members 
Entering Unmasked Estep 
Score: -22782846.000000 Penalty: 6128.495117
	Iteration 29Q: 3 clusters Score -2.278285e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 230651 members 
Entering Unmasked Estep 
Score: -22782872.000000 Penalty: 6128.495117
	Iteration 30Q: 3 clusters Score -2.278287e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 230659 members 
Entering Unmasked Estep 
Score: -22782900.000000 Penalty: 6128.495117
	Iteration 31Q: 3 clusters Score -2.27829e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 230675 members 
Entering Unmasked Estep 
Score: -22782900.000000 Penalty: 6128.495117
	Iteration 32Q: 3 clusters Score -2.27829e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 230686 members 
Entering Unmasked Estep 
Score: -22782912.000000 Penalty: 6128.495117
	Iteration 33Q: 3 clusters Score -2.278291e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 230699 members 
Entering Unmasked Estep 
Score: -22782882.000000 Penalty: 6128.495117
	Iteration 34Q: 3 clusters Score -2.278288e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 230706 members 
Entering Unmasked Estep 
Score: -22782890.000000 Penalty: 6128.495117
	Iteration 35Q: 3 clusters Score -2.278289e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 230712 members 
Entering Unmasked Estep 
Score: -22782896.000000 Penalty: 6128.495117
	Iteration 36Q: 3 clusters Score -2.27829e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 230727 members 
Entering Unmasked Estep 
Score: -22782918.000000 Penalty: 6128.495117
	Iteration 37Q: 3 clusters Score -2.278292e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 230739 members 
Entering Unmasked Estep 
Score: -22782948.000000 Penalty: 6128.495117
	Iteration 38Q: 3 clusters Score -2.278295e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 230751 members 
Entering Unmasked Estep 
Score: -22782978.000000 Penalty: 6128.495117
	Iteration 39Q: 3 clusters Score -2.278298e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 230751 members 
Entering Unmasked Estep 
Score: -22782964.000000 Penalty: 6128.495117
	Iteration 40F: 3 clusters Score -2.278296e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 230763 members 
Entering Unmasked Estep 
Score: -22782958.000000 Penalty: 6128.495117
	Iteration 41Q: 3 clusters Score -2.278296e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 230760 members 
Entering Unmasked Estep 
Score: -22782976.000000 Penalty: 6128.495117
	Iteration 42Q: 3 clusters Score -2.278298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 230760 members 
Entering Unmasked Estep 
Score: -22782982.000000 Penalty: 6128.495117
	Iteration 43Q: 3 clusters Score -2.278298e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 230766 members 
Entering Unmasked Estep 
Score: -22782996.000000 Penalty: 6128.495117
	Iteration 44Q: 3 clusters Score -2.2783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 230773 members 
Entering Unmasked Estep 
Score: -22782996.000000 Penalty: 6128.495117
	Iteration 45Q: 3 clusters Score -2.2783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 230780 members 
Entering Unmasked Estep 
Score: -22783014.000000 Penalty: 6128.495117
	Iteration 46Q: 3 clusters Score -2.278301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 230780 members 
Entering Unmasked Estep 
Score: -22783016.000000 Penalty: 6128.495117
	Iteration 47Q: 3 clusters Score -2.278302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 230781 members 
Entering Unmasked Estep 
Score: -22783032.000000 Penalty: 6128.495117
	Iteration 48Q: 3 clusters Score -2.278303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 230781 members 
Entering Unmasked Estep 
Score: -22783032.000000 Penalty: 6128.495117
	Iteration 49F: 3 clusters Score -2.278303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (96421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96421 members 
Entering Unmasked Estep 
Score: -9307550.000000 Penalty: 2846.166992
	Iteration 0F: 2 clusters Score -9307550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -9242892.000000 Penalty: 5692.333984
	Iteration 0F: 3 clusters Score -9242892 nChanged 45517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -9269243.000000 Penalty: 5692.333984
	Iteration 1F: 3 clusters Score -9269243 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -9270485.000000 Penalty: 5692.333984
	Iteration 2Q: 3 clusters Score -9270485 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 58730 members 
Entering Unmasked Estep 
Score: -9272486.000000 Penalty: 5692.333984
	Iteration 3Q: 3 clusters Score -9272486 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 64082 members 
Entering Unmasked Estep 
Score: -9275891.000000 Penalty: 5692.333984
	Iteration 4F: 3 clusters Score -9275891 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
Score: -9281645.000000 Penalty: 5692.333984
	Iteration 5F: 3 clusters Score -9281645 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -9289135.000000 Penalty: 5692.333984
	Iteration 6F: 3 clusters Score -9289135 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -9296528.000000 Penalty: 5692.333984
	Iteration 7F: 3 clusters Score -9296528 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 91373 members 
Entering Unmasked Estep 
Score: -9301254.000000 Penalty: 5692.333984
	Iteration 8Q: 3 clusters Score -9301254 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 93740 members 
Entering Unmasked Estep 
Score: -9303576.000000 Penalty: 5692.333984
	Iteration 9Q: 3 clusters Score -9303576 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 94684 members 
Entering Unmasked Estep 
Score: -9304710.000000 Penalty: 5692.333984
	Iteration 10Q: 3 clusters Score -9304710 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 95003 members 
Entering Unmasked Estep 
Score: -9305205.000000 Penalty: 5692.333984
	Iteration 11Q: 3 clusters Score -9305205 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 95123 members 
Entering Unmasked Estep 
Score: -9305533.000000 Penalty: 5692.333984
	Iteration 12Q: 3 clusters Score -9305533 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -9305724.000000 Penalty: 5692.333984
	Iteration 13Q: 3 clusters Score -9305724 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 95193 members 
Entering Unmasked Estep 
Score: -9305844.000000 Penalty: 5692.333984
	Iteration 14Q: 3 clusters Score -9305844 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -9305891.000000 Penalty: 5692.333984
	Iteration 15Q: 3 clusters Score -9305891 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 95169 members 
Entering Unmasked Estep 
Score: -9305942.000000 Penalty: 5692.333984
	Iteration 16Q: 3 clusters Score -9305942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 95163 members 
Entering Unmasked Estep 
Score: -9305981.000000 Penalty: 5692.333984
	Iteration 17Q: 3 clusters Score -9305981 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 95163 members 
Entering Unmasked Estep 
Score: -9306008.000000 Penalty: 5692.333984
	Iteration 18Q: 3 clusters Score -9306008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -9306001.000000 Penalty: 5692.333984
	Iteration 19Q: 3 clusters Score -9306001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 95155 members 
Entering Unmasked Estep 
Score: -9306010.000000 Penalty: 5692.333984
	Iteration 20F: 3 clusters Score -9306010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 95154 members 
Entering Unmasked Estep 
Score: -9306021.000000 Penalty: 5692.333984
	Iteration 21Q: 3 clusters Score -9306021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 95146 members 
Entering Unmasked Estep 
Score: -9306036.000000 Penalty: 5692.333984
	Iteration 22Q: 3 clusters Score -9306036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 95131 members 
Entering Unmasked Estep 
Score: -9306051.000000 Penalty: 5692.333984
	Iteration 23Q: 3 clusters Score -9306051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 95120 members 
Entering Unmasked Estep 
Score: -9306048.000000 Penalty: 5692.333984
	Iteration 24Q: 3 clusters Score -9306048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 95109 members 
Entering Unmasked Estep 
Score: -9306050.000000 Penalty: 5692.333984
	Iteration 25Q: 3 clusters Score -9306050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 95096 members 
Entering Unmasked Estep 
Score: -9306065.000000 Penalty: 5692.333984
	Iteration 26Q: 3 clusters Score -9306065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -9306081.000000 Penalty: 5692.333984
	Iteration 27Q: 3 clusters Score -9306081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 95079 members 
Entering Unmasked Estep 
Score: -9306094.000000 Penalty: 5692.333984
	Iteration 28Q: 3 clusters Score -9306094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 95070 members 
Entering Unmasked Estep 
Score: -9306090.000000 Penalty: 5692.333984
	Iteration 29Q: 3 clusters Score -9306090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 95068 members 
Entering Unmasked Estep 
Score: -9306095.000000 Penalty: 5692.333984
	Iteration 30Q: 3 clusters Score -9306095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 95068 members 
Entering Unmasked Estep 
Score: -9306092.000000 Penalty: 5692.333984
	Iteration 31Q: 3 clusters Score -9306092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 95066 members 
Entering Unmasked Estep 
Score: -9306091.000000 Penalty: 5692.333984
	Iteration 32Q: 3 clusters Score -9306091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 95065 members 
Entering Unmasked Estep 
Score: -9306097.000000 Penalty: 5692.333984
	Iteration 33Q: 3 clusters Score -9306097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 95064 members 
Entering Unmasked Estep 
Score: -9306091.000000 Penalty: 5692.333984
	Iteration 34Q: 3 clusters Score -9306091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 95062 members 
Entering Unmasked Estep 
Score: -9306093.000000 Penalty: 5692.333984
	Iteration 35Q: 3 clusters Score -9306093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 95061 members 
Entering Unmasked Estep 
Score: -9306086.000000 Penalty: 5692.333984
	Iteration 36Q: 3 clusters Score -9306086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 95060 members 
Entering Unmasked Estep 
Score: -9306086.000000 Penalty: 5692.333984
	Iteration 37Q: 3 clusters Score -9306086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 95058 members 
Entering Unmasked Estep 
Score: -9306082.000000 Penalty: 5692.333984
	Iteration 38Q: 3 clusters Score -9306082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 95056 members 
Entering Unmasked Estep 
Score: -9306089.000000 Penalty: 5692.333984
	Iteration 39Q: 3 clusters Score -9306089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 95055 members 
Entering Unmasked Estep 
Score: -9306087.000000 Penalty: 5692.333984
	Iteration 40F: 3 clusters Score -9306087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Entering Unmasked Estep 
Score: -2396965.750000 Penalty: 2519.638916
	Iteration 0F: 2 clusters Score -2396966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2379212.000000 Penalty: 5039.277832
	Iteration 0F: 3 clusters Score -2379212 nChanged 11546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2385958.250000 Penalty: 5039.277832
	Iteration 1F: 3 clusters Score -2385958 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2387863.250000 Penalty: 5039.277832
	Iteration 2F: 3 clusters Score -2387863 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2391171.500000 Penalty: 5039.277832
	Iteration 3F: 3 clusters Score -2391172 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2394387.250000 Penalty: 5039.277832
	Iteration 4F: 3 clusters Score -2394387 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2396111.750000 Penalty: 5039.277832
	Iteration 5F: 3 clusters Score -2396112 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2396803.750000 Penalty: 5039.277832
	Iteration 6F: 3 clusters Score -2396804 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2397087.750000 Penalty: 5039.277832
	Iteration 7Q: 3 clusters Score -2397088 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2397236.500000 Penalty: 5039.277832
	Iteration 8Q: 3 clusters Score -2397236 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2397328.250000 Penalty: 5039.277832
	Iteration 9Q: 3 clusters Score -2397328 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2397428.000000 Penalty: 5039.277832
	Iteration 10Q: 3 clusters Score -2397428 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2397547.250000 Penalty: 5039.277832
	Iteration 11Q: 3 clusters Score -2397547 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2397730.250000 Penalty: 5039.277832
	Iteration 12Q: 3 clusters Score -2397730 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2398098.250000 Penalty: 5039.277832
	Iteration 13Q: 3 clusters Score -2398098 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2398808.750000 Penalty: 5039.277832
	Iteration 14Q: 3 clusters Score -2398809 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2399704.500000 Penalty: 5039.277832
	Iteration 15Q: 3 clusters Score -2399704 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2400321.000000 Penalty: 5039.277832
	Iteration 16Q: 3 clusters Score -2400321 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2400604.500000 Penalty: 5039.277832
	Iteration 17Q: 3 clusters Score -2400604 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2400701.500000 Penalty: 5039.277832
	Iteration 18Q: 3 clusters Score -2400702 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2400742.000000 Penalty: 5039.277832
	Iteration 19Q: 3 clusters Score -2400742 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2400767.750000 Penalty: 5039.277832
	Iteration 20F: 3 clusters Score -2400768 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2400779.750000 Penalty: 5039.277832
	Iteration 21Q: 3 clusters Score -2400780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2400780.250000 Penalty: 5039.277832
	Iteration 22Q: 3 clusters Score -2400780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2400796.750000 Penalty: 5039.277832
	Iteration 23Q: 3 clusters Score -2400797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2400785.750000 Penalty: 5039.277832
	Iteration 24Q: 3 clusters Score -2400786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2400784.750000 Penalty: 5039.277832
	Iteration 25Q: 3 clusters Score -2400785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2400780.000000 Penalty: 5039.277832
	Iteration 26Q: 3 clusters Score -2400780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2400786.000000 Penalty: 5039.277832
	Iteration 27Q: 3 clusters Score -2400786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2400782.250000 Penalty: 5039.277832
	Iteration 28Q: 3 clusters Score -2400782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2400778.000000 Penalty: 5039.277832
	Iteration 29Q: 3 clusters Score -2400778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2400781.250000 Penalty: 5039.277832
	Iteration 30Q: 3 clusters Score -2400781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2400782.000000 Penalty: 5039.277832
	Iteration 31Q: 3 clusters Score -2400782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2400779.750000 Penalty: 5039.277832
	Iteration 32Q: 3 clusters Score -2400780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2400782.250000 Penalty: 5039.277832
	Iteration 33Q: 3 clusters Score -2400782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2400782.250000 Penalty: 5039.277832
	Iteration 34F: 3 clusters Score -2400782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 39357 members 
Mstep: Class 4 contains 5910 members 
Mstep: Class 5 contains 11513 members 
Mstep: Class 6 contains 108793 members 
Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 232312 members 
Mstep: Class 9 contains 96421 members 
Mstep: Class 10 contains 13890 members 
Mstep: Class 11 contains 7657 members 
Mstep: Class 12 contains 247590 members 
Mstep: Class 13 contains 7939 members 
Mstep: Class 14 contains 313497 members 
Mstep: Class 15 contains 229044 members 
Mstep: Class 16 contains 12235 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 43121 members 
Mstep: Class 19 contains 90388 members 
Mstep: Class 20 contains 67267 members 
Mstep: Class 21 contains 102835 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 11954 members 
Entering Unmasked Estep 
Score: -157545600.000000 Penalty: 81735.726562
Splitting cluster 10 changes total score from -157535264.000000 to -157545600.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (7657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Entering Unmasked Estep 
Score: -751836.750000 Penalty: 2217.957031
	Iteration 0F: 2 clusters Score -751836.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -745630.000000 Penalty: 4435.914062
	Iteration 0F: 3 clusters Score -745630 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -747301.375000 Penalty: 4435.914062
	Iteration 1F: 3 clusters Score -747301.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -747575.375000 Penalty: 4435.914062
	Iteration 2F: 3 clusters Score -747575.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -747752.250000 Penalty: 4435.914062
	Iteration 3F: 3 clusters Score -747752.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -747872.625000 Penalty: 4435.914062
	Iteration 4Q: 3 clusters Score -747872.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -747965.937500 Penalty: 4435.914062
	Iteration 5Q: 3 clusters Score -747965.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -748038.750000 Penalty: 4435.914062
	Iteration 6Q: 3 clusters Score -748038.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -748106.562500 Penalty: 4435.914062
	Iteration 7Q: 3 clusters Score -748106.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -748173.187500 Penalty: 4435.914062
	Iteration 8Q: 3 clusters Score -748173.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -748241.750000 Penalty: 4435.914062
	Iteration 9Q: 3 clusters Score -748241.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -748314.437500 Penalty: 4435.914062
	Iteration 10Q: 3 clusters Score -748314.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -748394.500000 Penalty: 4435.914062
	Iteration 11Q: 3 clusters Score -748394.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -748477.000000 Penalty: 4435.914062
	Iteration 12Q: 3 clusters Score -748477 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -748577.687500 Penalty: 4435.914062
	Iteration 13Q: 3 clusters Score -748577.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -748687.437500 Penalty: 4435.914062
	Iteration 14Q: 3 clusters Score -748687.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -748785.562500 Penalty: 4435.914062
	Iteration 15Q: 3 clusters Score -748785.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -748872.000000 Penalty: 4435.914062
	Iteration 16Q: 3 clusters Score -748872 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -748958.687500 Penalty: 4435.914062
	Iteration 17Q: 3 clusters Score -748958.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -749031.687500 Penalty: 4435.914062
	Iteration 18Q: 3 clusters Score -749031.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -749106.687500 Penalty: 4435.914062
	Iteration 19Q: 3 clusters Score -749106.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -749208.562500 Penalty: 4435.914062
	Iteration 20F: 3 clusters Score -749208.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -749297.687500 Penalty: 4435.914062
	Iteration 21Q: 3 clusters Score -749297.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -749386.750000 Penalty: 4435.914062
	Iteration 22Q: 3 clusters Score -749386.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -749479.312500 Penalty: 4435.914062
	Iteration 23Q: 3 clusters Score -749479.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -749549.625000 Penalty: 4435.914062
	Iteration 24Q: 3 clusters Score -749549.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -749603.937500 Penalty: 4435.914062
	Iteration 25Q: 3 clusters Score -749603.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -749654.062500 Penalty: 4435.914062
	Iteration 26Q: 3 clusters Score -749654.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -749691.875000 Penalty: 4435.914062
	Iteration 27Q: 3 clusters Score -749691.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -749729.625000 Penalty: 4435.914062
	Iteration 28Q: 3 clusters Score -749729.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -749757.312500 Penalty: 4435.914062
	Iteration 29Q: 3 clusters Score -749757.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -749773.625000 Penalty: 4435.914062
	Iteration 30Q: 3 clusters Score -749773.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -749787.875000 Penalty: 4435.914062
	Iteration 31Q: 3 clusters Score -749787.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -749802.375000 Penalty: 4435.914062
	Iteration 32Q: 3 clusters Score -749802.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -749813.625000 Penalty: 4435.914062
	Iteration 33Q: 3 clusters Score -749813.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -749825.875000 Penalty: 4435.914062
	Iteration 34Q: 3 clusters Score -749825.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -749830.750000 Penalty: 4435.914062
	Iteration 35Q: 3 clusters Score -749830.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -749836.187500 Penalty: 4435.914062
	Iteration 36Q: 3 clusters Score -749836.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -749843.375000 Penalty: 4435.914062
	Iteration 37Q: 3 clusters Score -749843.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -749846.500000 Penalty: 4435.914062
	Iteration 38Q: 3 clusters Score -749846.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -749849.875000 Penalty: 4435.914062
	Iteration 39Q: 3 clusters Score -749849.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -749853.937500 Penalty: 4435.914062
	Iteration 40F: 3 clusters Score -749853.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -749856.125000 Penalty: 4435.914062
	Iteration 41Q: 3 clusters Score -749856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -749857.187500 Penalty: 4435.914062
	Iteration 42Q: 3 clusters Score -749857.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -749860.687500 Penalty: 4435.914062
	Iteration 43Q: 3 clusters Score -749860.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -749866.375000 Penalty: 4435.914062
	Iteration 44Q: 3 clusters Score -749866.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -749871.687500 Penalty: 4435.914062
	Iteration 45Q: 3 clusters Score -749871.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -749874.750000 Penalty: 4435.914062
	Iteration 46Q: 3 clusters Score -749874.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -749877.812500 Penalty: 4435.914062
	Iteration 47Q: 3 clusters Score -749877.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -749877.250000 Penalty: 4435.914062
	Iteration 48Q: 3 clusters Score -749877.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -749878.187500 Penalty: 4435.914062
	Iteration 49Q: 3 clusters Score -749878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -749879.875000 Penalty: 4435.914062
	Iteration 50Q: 3 clusters Score -749879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -749879.937500 Penalty: 4435.914062
	Iteration 51Q: 3 clusters Score -749879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -749882.937500 Penalty: 4435.914062
	Iteration 52Q: 3 clusters Score -749882.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -749883.125000 Penalty: 4435.914062
	Iteration 53Q: 3 clusters Score -749883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -749884.062500 Penalty: 4435.914062
	Iteration 54Q: 3 clusters Score -749884.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -749887.062500 Penalty: 4435.914062
	Iteration 55Q: 3 clusters Score -749887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -749890.625000 Penalty: 4435.914062
	Iteration 56Q: 3 clusters Score -749890.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -749894.312500 Penalty: 4435.914062
	Iteration 57Q: 3 clusters Score -749894.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -749900.062500 Penalty: 4435.914062
	Iteration 58Q: 3 clusters Score -749900.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -749900.500000 Penalty: 4435.914062
	Iteration 59Q: 3 clusters Score -749900.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -749903.000000 Penalty: 4435.914062
	Iteration 60F: 3 clusters Score -749903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (247590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247590 members 
Entering Unmasked Estep 
Score: -24238112.000000 Penalty: 3080.043213
	Iteration 0F: 2 clusters Score -2.423811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123704 members 
Mstep: Class 2 contains 123886 members 
Entering Unmasked Estep 
Score: -24072138.000000 Penalty: 6160.086426
	Iteration 0F: 3 clusters Score -2.407214e+07 nChanged 119477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121295 members 
Mstep: Class 2 contains 126295 members 
Entering Unmasked Estep 
Score: -24143892.000000 Penalty: 6160.086426
	Iteration 1F: 3 clusters Score -2.414389e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119983 members 
Mstep: Class 2 contains 127607 members 
Entering Unmasked Estep 
Score: -24147282.000000 Penalty: 6160.086426
	Iteration 2Q: 3 clusters Score -2.414728e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117706 members 
Mstep: Class 2 contains 129884 members 
Entering Unmasked Estep 
Score: -24151874.000000 Penalty: 6160.086426
	Iteration 3Q: 3 clusters Score -2.415187e+07 nChanged 11608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113634 members 
Mstep: Class 2 contains 133956 members 
Entering Unmasked Estep 
Score: -24156462.000000 Penalty: 6160.086426
	Iteration 4Q: 3 clusters Score -2.415646e+07 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107086 members 
Mstep: Class 2 contains 140504 members 
Entering Unmasked Estep 
Score: -24161442.000000 Penalty: 6160.086426
	Iteration 5Q: 3 clusters Score -2.416144e+07 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97149 members 
Mstep: Class 2 contains 150441 members 
Entering Unmasked Estep 
Score: -24167956.000000 Penalty: 6160.086426
	Iteration 6F: 3 clusters Score -2.416796e+07 nChanged 15522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83023 members 
Mstep: Class 2 contains 164567 members 
Entering Unmasked Estep 
Score: -24177460.000000 Penalty: 6160.086426
	Iteration 7F: 3 clusters Score -2.417746e+07 nChanged 18221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 182296 members 
Entering Unmasked Estep 
Score: -24191306.000000 Penalty: 6160.086426
	Iteration 8F: 3 clusters Score -2.419131e+07 nChanged 18917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 200961 members 
Entering Unmasked Estep 
Score: -24207872.000000 Penalty: 6160.086426
	Iteration 9F: 3 clusters Score -2.420787e+07 nChanged 15283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 216130 members 
Entering Unmasked Estep 
Score: -24221694.000000 Penalty: 6160.086426
	Iteration 10F: 3 clusters Score -2.422169e+07 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 226031 members 
Entering Unmasked Estep 
Score: -24230784.000000 Penalty: 6160.086426
	Iteration 11Q: 3 clusters Score -2.423078e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 231754 members 
Entering Unmasked Estep 
Score: -24236694.000000 Penalty: 6160.086426
	Iteration 12Q: 3 clusters Score -2.423669e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 234761 members 
Entering Unmasked Estep 
Score: -24239940.000000 Penalty: 6160.086426
	Iteration 13Q: 3 clusters Score -2.423994e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 236438 members 
Entering Unmasked Estep 
Score: -24241212.000000 Penalty: 6160.086426
	Iteration 14Q: 3 clusters Score -2.424121e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 237520 members 
Entering Unmasked Estep 
Score: -24241662.000000 Penalty: 6160.086426
	Iteration 15Q: 3 clusters Score -2.424166e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 238206 members 
Entering Unmasked Estep 
Score: -24241878.000000 Penalty: 6160.086426
	Iteration 16Q: 3 clusters Score -2.424188e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 238678 members 
Entering Unmasked Estep 
Score: -24241922.000000 Penalty: 6160.086426
	Iteration 17Q: 3 clusters Score -2.424192e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 238990 members 
Entering Unmasked Estep 
Score: -24241974.000000 Penalty: 6160.086426
	Iteration 18Q: 3 clusters Score -2.424197e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 239202 members 
Entering Unmasked Estep 
Score: -24241988.000000 Penalty: 6160.086426
	Iteration 19Q: 3 clusters Score -2.424199e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 239359 members 
Entering Unmasked Estep 
Score: -24242030.000000 Penalty: 6160.086426
	Iteration 20F: 3 clusters Score -2.424203e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 239488 members 
Entering Unmasked Estep 
Score: -24242042.000000 Penalty: 6160.086426
	Iteration 21Q: 3 clusters Score -2.424204e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 239588 members 
Entering Unmasked Estep 
Score: -24242006.000000 Penalty: 6160.086426
	Iteration 22Q: 3 clusters Score -2.424201e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 239657 members 
Entering Unmasked Estep 
Score: -24242024.000000 Penalty: 6160.086426
	Iteration 23Q: 3 clusters Score -2.424202e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 239717 members 
Entering Unmasked Estep 
Score: -24242020.000000 Penalty: 6160.086426
	Iteration 24Q: 3 clusters Score -2.424202e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 239757 members 
Entering Unmasked Estep 
Score: -24242058.000000 Penalty: 6160.086426
	Iteration 25Q: 3 clusters Score -2.424206e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 239787 members 
Entering Unmasked Estep 
Score: -24242068.000000 Penalty: 6160.086426
	Iteration 26Q: 3 clusters Score -2.424207e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 239815 members 
Entering Unmasked Estep 
Score: -24242056.000000 Penalty: 6160.086426
	Iteration 27Q: 3 clusters Score -2.424206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 239833 members 
Entering Unmasked Estep 
Score: -24242042.000000 Penalty: 6160.086426
	Iteration 28Q: 3 clusters Score -2.424204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 239849 members 
Entering Unmasked Estep 
Score: -24242040.000000 Penalty: 6160.086426
	Iteration 29Q: 3 clusters Score -2.424204e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 239872 members 
Entering Unmasked Estep 
Score: -24242054.000000 Penalty: 6160.086426
	Iteration 30Q: 3 clusters Score -2.424205e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 239884 members 
Entering Unmasked Estep 
Score: -24242054.000000 Penalty: 6160.086426
	Iteration 31Q: 3 clusters Score -2.424205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 239901 members 
Entering Unmasked Estep 
Score: -24242056.000000 Penalty: 6160.086426
	Iteration 32Q: 3 clusters Score -2.424206e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 239924 members 
Entering Unmasked Estep 
Score: -24242066.000000 Penalty: 6160.086426
	Iteration 33Q: 3 clusters Score -2.424207e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 239945 members 
Entering Unmasked Estep 
Score: -24242052.000000 Penalty: 6160.086426
	Iteration 34Q: 3 clusters Score -2.424205e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 239968 members 
Entering Unmasked Estep 
Score: -24242046.000000 Penalty: 6160.086426
	Iteration 35Q: 3 clusters Score -2.424205e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 239992 members 
Entering Unmasked Estep 
Score: -24242048.000000 Penalty: 6160.086426
	Iteration 36Q: 3 clusters Score -2.424205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 240009 members 
Entering Unmasked Estep 
Score: -24242052.000000 Penalty: 6160.086426
	Iteration 37Q: 3 clusters Score -2.424205e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 240027 members 
Entering Unmasked Estep 
Score: -24242062.000000 Penalty: 6160.086426
	Iteration 38Q: 3 clusters Score -2.424206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 240043 members 
Entering Unmasked Estep 
Score: -24242086.000000 Penalty: 6160.086426
	Iteration 39Q: 3 clusters Score -2.424209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 240058 members 
Entering Unmasked Estep 
Score: -24242096.000000 Penalty: 6160.086426
	Iteration 40F: 3 clusters Score -2.42421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 240072 members 
Entering Unmasked Estep 
Score: -24242098.000000 Penalty: 6160.086426
	Iteration 41Q: 3 clusters Score -2.42421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 240083 members 
Entering Unmasked Estep 
Score: -24242080.000000 Penalty: 6160.086426
	Iteration 42Q: 3 clusters Score -2.424208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 240087 members 
Entering Unmasked Estep 
Score: -24242080.000000 Penalty: 6160.086426
	Iteration 43Q: 3 clusters Score -2.424208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 240089 members 
Entering Unmasked Estep 
Score: -24242080.000000 Penalty: 6160.086426
	Iteration 44Q: 3 clusters Score -2.424208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 240090 members 
Entering Unmasked Estep 
Score: -24242072.000000 Penalty: 6160.086426
	Iteration 45Q: 3 clusters Score -2.424207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 240091 members 
Entering Unmasked Estep 
Score: -24242078.000000 Penalty: 6160.086426
	Iteration 46Q: 3 clusters Score -2.424208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 240094 members 
Entering Unmasked Estep 
Score: -24242068.000000 Penalty: 6160.086426
	Iteration 47Q: 3 clusters Score -2.424207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 240098 members 
Entering Unmasked Estep 
Score: -24242054.000000 Penalty: 6160.086426
	Iteration 48Q: 3 clusters Score -2.424205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 240102 members 
Entering Unmasked Estep 
Score: -24242052.000000 Penalty: 6160.086426
	Iteration 49Q: 3 clusters Score -2.424205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 240106 members 
Entering Unmasked Estep 
Score: -24242068.000000 Penalty: 6160.086426
	Iteration 50Q: 3 clusters Score -2.424207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 240108 members 
Entering Unmasked Estep 
Score: -24242076.000000 Penalty: 6160.086426
	Iteration 51Q: 3 clusters Score -2.424208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 240108 members 
Entering Unmasked Estep 
Score: -24242076.000000 Penalty: 6160.086426
	Iteration 52F: 3 clusters Score -2.424208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 39357 members 
Mstep: Class 4 contains 5910 members 
Mstep: Class 5 contains 11513 members 
Mstep: Class 6 contains 108793 members 
Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 232312 members 
Mstep: Class 9 contains 96421 members 
Mstep: Class 10 contains 13890 members 
Mstep: Class 11 contains 7657 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 7939 members 
Mstep: Class 14 contains 313497 members 
Mstep: Class 15 contains 229044 members 
Mstep: Class 16 contains 12235 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 43121 members 
Mstep: Class 19 contains 90388 members 
Mstep: Class 20 contains 67267 members 
Mstep: Class 21 contains 102835 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 11954 members 
Mstep: Class 24 contains 240108 members 
Entering Unmasked Estep 
Score: -157549680.000000 Penalty: 85289.453125
Splitting cluster 12 changes total score from -157535264.000000 to -157549680.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (7939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Entering Unmasked Estep 
Score: -744790.125000 Penalty: 2226.926514
	Iteration 0F: 2 clusters Score -744790.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -738456.625000 Penalty: 4453.853027
	Iteration 0F: 3 clusters Score -738456.6 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -740195.687500 Penalty: 4453.853027
	Iteration 1F: 3 clusters Score -740195.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -740459.312500 Penalty: 4453.853027
	Iteration 2F: 3 clusters Score -740459.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -740654.250000 Penalty: 4453.853027
	Iteration 3Q: 3 clusters Score -740654.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -740842.625000 Penalty: 4453.853027
	Iteration 4Q: 3 clusters Score -740842.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -741039.062500 Penalty: 4453.853027
	Iteration 5Q: 3 clusters Score -741039.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -741203.000000 Penalty: 4453.853027
	Iteration 6Q: 3 clusters Score -741203 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -741346.812500 Penalty: 4453.853027
	Iteration 7Q: 3 clusters Score -741346.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -741459.937500 Penalty: 4453.853027
	Iteration 8Q: 3 clusters Score -741459.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -741573.625000 Penalty: 4453.853027
	Iteration 9Q: 3 clusters Score -741573.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -741690.437500 Penalty: 4453.853027
	Iteration 10Q: 3 clusters Score -741690.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -741822.750000 Penalty: 4453.853027
	Iteration 11Q: 3 clusters Score -741822.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -741985.187500 Penalty: 4453.853027
	Iteration 12Q: 3 clusters Score -741985.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -742167.687500 Penalty: 4453.853027
	Iteration 13Q: 3 clusters Score -742167.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -742327.250000 Penalty: 4453.853027
	Iteration 14Q: 3 clusters Score -742327.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -742509.750000 Penalty: 4453.853027
	Iteration 15Q: 3 clusters Score -742509.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -742674.750000 Penalty: 4453.853027
	Iteration 16Q: 3 clusters Score -742674.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -742795.062500 Penalty: 4453.853027
	Iteration 17Q: 3 clusters Score -742795.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -742890.875000 Penalty: 4453.853027
	Iteration 18Q: 3 clusters Score -742890.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -742978.000000 Penalty: 4453.853027
	Iteration 19Q: 3 clusters Score -742978 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -743054.750000 Penalty: 4453.853027
	Iteration 20F: 3 clusters Score -743054.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -743116.062500 Penalty: 4453.853027
	Iteration 21Q: 3 clusters Score -743116.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -743182.937500 Penalty: 4453.853027
	Iteration 22Q: 3 clusters Score -743182.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -743234.750000 Penalty: 4453.853027
	Iteration 23Q: 3 clusters Score -743234.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -743286.875000 Penalty: 4453.853027
	Iteration 24Q: 3 clusters Score -743286.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -743334.875000 Penalty: 4453.853027
	Iteration 25Q: 3 clusters Score -743334.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -743377.750000 Penalty: 4453.853027
	Iteration 26Q: 3 clusters Score -743377.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -743421.812500 Penalty: 4453.853027
	Iteration 27Q: 3 clusters Score -743421.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -743479.312500 Penalty: 4453.853027
	Iteration 28Q: 3 clusters Score -743479.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -743538.812500 Penalty: 4453.853027
	Iteration 29Q: 3 clusters Score -743538.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -743600.812500 Penalty: 4453.853027
	Iteration 30Q: 3 clusters Score -743600.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -743672.562500 Penalty: 4453.853027
	Iteration 31Q: 3 clusters Score -743672.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -743757.250000 Penalty: 4453.853027
	Iteration 32Q: 3 clusters Score -743757.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -743834.937500 Penalty: 4453.853027
	Iteration 33Q: 3 clusters Score -743834.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -743880.937500 Penalty: 4453.853027
	Iteration 34Q: 3 clusters Score -743880.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -743932.125000 Penalty: 4453.853027
	Iteration 35Q: 3 clusters Score -743932.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -743972.250000 Penalty: 4453.853027
	Iteration 36Q: 3 clusters Score -743972.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -744007.437500 Penalty: 4453.853027
	Iteration 37Q: 3 clusters Score -744007.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -744045.687500 Penalty: 4453.853027
	Iteration 38Q: 3 clusters Score -744045.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -744074.562500 Penalty: 4453.853027
	Iteration 39Q: 3 clusters Score -744074.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -744100.687500 Penalty: 4453.853027
	Iteration 40F: 3 clusters Score -744100.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -744121.062500 Penalty: 4453.853027
	Iteration 41Q: 3 clusters Score -744121.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -744140.312500 Penalty: 4453.853027
	Iteration 42Q: 3 clusters Score -744140.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -744159.250000 Penalty: 4453.853027
	Iteration 43Q: 3 clusters Score -744159.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -744172.500000 Penalty: 4453.853027
	Iteration 44Q: 3 clusters Score -744172.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -744185.250000 Penalty: 4453.853027
	Iteration 45Q: 3 clusters Score -744185.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -744192.875000 Penalty: 4453.853027
	Iteration 46Q: 3 clusters Score -744192.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -744201.500000 Penalty: 4453.853027
	Iteration 47Q: 3 clusters Score -744201.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -744206.687500 Penalty: 4453.853027
	Iteration 48Q: 3 clusters Score -744206.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -744207.937500 Penalty: 4453.853027
	Iteration 49Q: 3 clusters Score -744207.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -744208.500000 Penalty: 4453.853027
	Iteration 50Q: 3 clusters Score -744208.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -744212.187500 Penalty: 4453.853027
	Iteration 51Q: 3 clusters Score -744212.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -744214.812500 Penalty: 4453.853027
	Iteration 52Q: 3 clusters Score -744214.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -744217.500000 Penalty: 4453.853027
	Iteration 53Q: 3 clusters Score -744217.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -744218.000000 Penalty: 4453.853027
	Iteration 54Q: 3 clusters Score -744218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -744221.500000 Penalty: 4453.853027
	Iteration 55Q: 3 clusters Score -744221.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -744226.437500 Penalty: 4453.853027
	Iteration 56Q: 3 clusters Score -744226.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -744230.437500 Penalty: 4453.853027
	Iteration 57Q: 3 clusters Score -744230.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -744232.000000 Penalty: 4453.853027
	Iteration 58Q: 3 clusters Score -744232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -744234.187500 Penalty: 4453.853027
	Iteration 59Q: 3 clusters Score -744234.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -744234.937500 Penalty: 4453.853027
	Iteration 60F: 3 clusters Score -744234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -744236.812500 Penalty: 4453.853027
	Iteration 61Q: 3 clusters Score -744236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -744238.625000 Penalty: 4453.853027
	Iteration 62Q: 3 clusters Score -744238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -744238.625000 Penalty: 4453.853027
	Iteration 63F: 3 clusters Score -744238.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (313497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313497 members 
Entering Unmasked Estep 
Score: -30663652.000000 Penalty: 3138.575195
	Iteration 0F: 2 clusters Score -3.066365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156231 members 
Mstep: Class 2 contains 157266 members 
Entering Unmasked Estep 
Score: -30465132.000000 Penalty: 6277.150391
	Iteration 0F: 3 clusters Score -3.046513e+07 nChanged 151779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144804 members 
Mstep: Class 2 contains 168693 members 
Entering Unmasked Estep 
Score: -30556102.000000 Penalty: 6277.150391
	Iteration 1F: 3 clusters Score -3.05561e+07 nChanged 10988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136944 members 
Mstep: Class 2 contains 176553 members 
Entering Unmasked Estep 
Score: -30559398.000000 Penalty: 6277.150391
	Iteration 2Q: 3 clusters Score -3.05594e+07 nChanged 14827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124753 members 
Mstep: Class 2 contains 188744 members 
Entering Unmasked Estep 
Score: -30565226.000000 Penalty: 6277.150391
	Iteration 3Q: 3 clusters Score -3.056523e+07 nChanged 19981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107090 members 
Mstep: Class 2 contains 206407 members 
Entering Unmasked Estep 
Score: -30574882.000000 Penalty: 6277.150391
	Iteration 4F: 3 clusters Score -3.057488e+07 nChanged 24633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 229016 members 
Entering Unmasked Estep 
Score: -30590228.000000 Penalty: 6277.150391
	Iteration 5F: 3 clusters Score -3.059023e+07 nChanged 25724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 253226 members 
Entering Unmasked Estep 
Score: -30610166.000000 Penalty: 6277.150391
	Iteration 6F: 3 clusters Score -3.061017e+07 nChanged 22177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 274381 members 
Entering Unmasked Estep 
Score: -30628716.000000 Penalty: 6277.150391
	Iteration 7F: 3 clusters Score -3.062872e+07 nChanged 15727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 289674 members 
Entering Unmasked Estep 
Score: -30643190.000000 Penalty: 6277.150391
	Iteration 8F: 3 clusters Score -3.064319e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 299423 members 
Entering Unmasked Estep 
Score: -30652256.000000 Penalty: 6277.150391
	Iteration 9Q: 3 clusters Score -3.065226e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 304934 members 
Entering Unmasked Estep 
Score: -30657196.000000 Penalty: 6277.150391
	Iteration 10Q: 3 clusters Score -3.06572e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 307864 members 
Entering Unmasked Estep 
Score: -30659674.000000 Penalty: 6277.150391
	Iteration 11Q: 3 clusters Score -3.065967e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 309390 members 
Entering Unmasked Estep 
Score: -30660706.000000 Penalty: 6277.150391
	Iteration 12Q: 3 clusters Score -3.066071e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 310219 members 
Entering Unmasked Estep 
Score: -30661244.000000 Penalty: 6277.150391
	Iteration 13Q: 3 clusters Score -3.066124e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 310686 members 
Entering Unmasked Estep 
Score: -30661478.000000 Penalty: 6277.150391
	Iteration 14Q: 3 clusters Score -3.066148e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 311004 members 
Entering Unmasked Estep 
Score: -30661708.000000 Penalty: 6277.150391
	Iteration 15Q: 3 clusters Score -3.066171e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 311197 members 
Entering Unmasked Estep 
Score: -30661814.000000 Penalty: 6277.150391
	Iteration 16Q: 3 clusters Score -3.066181e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 311323 members 
Entering Unmasked Estep 
Score: -30661888.000000 Penalty: 6277.150391
	Iteration 17Q: 3 clusters Score -3.066189e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 311421 members 
Entering Unmasked Estep 
Score: -30661960.000000 Penalty: 6277.150391
	Iteration 18Q: 3 clusters Score -3.066196e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 311499 members 
Entering Unmasked Estep 
Score: -30661992.000000 Penalty: 6277.150391
	Iteration 19Q: 3 clusters Score -3.066199e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 311559 members 
Entering Unmasked Estep 
Score: -30662032.000000 Penalty: 6277.150391
	Iteration 20F: 3 clusters Score -3.066203e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 311612 members 
Entering Unmasked Estep 
Score: -30662124.000000 Penalty: 6277.150391
	Iteration 21Q: 3 clusters Score -3.066212e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 311650 members 
Entering Unmasked Estep 
Score: -30662174.000000 Penalty: 6277.150391
	Iteration 22Q: 3 clusters Score -3.066217e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 311672 members 
Entering Unmasked Estep 
Score: -30662236.000000 Penalty: 6277.150391
	Iteration 23Q: 3 clusters Score -3.066224e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 311690 members 
Entering Unmasked Estep 
Score: -30662252.000000 Penalty: 6277.150391
	Iteration 24Q: 3 clusters Score -3.066225e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 311696 members 
Entering Unmasked Estep 
Score: -30662298.000000 Penalty: 6277.150391
	Iteration 25Q: 3 clusters Score -3.06623e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 311713 members 
Entering Unmasked Estep 
Score: -30662322.000000 Penalty: 6277.150391
	Iteration 26Q: 3 clusters Score -3.066232e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 311730 members 
Entering Unmasked Estep 
Score: -30662360.000000 Penalty: 6277.150391
	Iteration 27Q: 3 clusters Score -3.066236e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 311733 members 
Entering Unmasked Estep 
Score: -30662400.000000 Penalty: 6277.150391
	Iteration 28Q: 3 clusters Score -3.06624e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 311742 members 
Entering Unmasked Estep 
Score: -30662444.000000 Penalty: 6277.150391
	Iteration 29Q: 3 clusters Score -3.066244e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 311745 members 
Entering Unmasked Estep 
Score: -30662462.000000 Penalty: 6277.150391
	Iteration 30Q: 3 clusters Score -3.066246e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 311734 members 
Entering Unmasked Estep 
Score: -30662468.000000 Penalty: 6277.150391
	Iteration 31Q: 3 clusters Score -3.066247e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 311723 members 
Entering Unmasked Estep 
Score: -30662478.000000 Penalty: 6277.150391
	Iteration 32Q: 3 clusters Score -3.066248e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 311706 members 
Entering Unmasked Estep 
Score: -30662502.000000 Penalty: 6277.150391
	Iteration 33Q: 3 clusters Score -3.06625e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 311692 members 
Entering Unmasked Estep 
Score: -30662486.000000 Penalty: 6277.150391
	Iteration 34Q: 3 clusters Score -3.066249e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 311685 members 
Entering Unmasked Estep 
Score: -30662524.000000 Penalty: 6277.150391
	Iteration 35Q: 3 clusters Score -3.066252e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 311676 members 
Entering Unmasked Estep 
Score: -30662520.000000 Penalty: 6277.150391
	Iteration 36Q: 3 clusters Score -3.066252e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 311668 members 
Entering Unmasked Estep 
Score: -30662536.000000 Penalty: 6277.150391
	Iteration 37Q: 3 clusters Score -3.066254e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 311662 members 
Entering Unmasked Estep 
Score: -30662560.000000 Penalty: 6277.150391
	Iteration 38Q: 3 clusters Score -3.066256e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 311655 members 
Entering Unmasked Estep 
Score: -30662554.000000 Penalty: 6277.150391
	Iteration 39Q: 3 clusters Score -3.066255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 311654 members 
Entering Unmasked Estep 
Score: -30662562.000000 Penalty: 6277.150391
	Iteration 40F: 3 clusters Score -3.066256e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 311652 members 
Entering Unmasked Estep 
Score: -30662550.000000 Penalty: 6277.150391
	Iteration 41Q: 3 clusters Score -3.066255e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 311653 members 
Entering Unmasked Estep 
Score: -30662586.000000 Penalty: 6277.150391
	Iteration 42Q: 3 clusters Score -3.066259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 311643 members 
Entering Unmasked Estep 
Score: -30662588.000000 Penalty: 6277.150391
	Iteration 43Q: 3 clusters Score -3.066259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 311632 members 
Entering Unmasked Estep 
Score: -30662606.000000 Penalty: 6277.150391
	Iteration 44Q: 3 clusters Score -3.066261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 311625 members 
Entering Unmasked Estep 
Score: -30662572.000000 Penalty: 6277.150391
	Iteration 45Q: 3 clusters Score -3.066257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 311621 members 
Entering Unmasked Estep 
Score: -30662572.000000 Penalty: 6277.150391
	Iteration 46Q: 3 clusters Score -3.066257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 311613 members 
Entering Unmasked Estep 
Score: -30662570.000000 Penalty: 6277.150391
	Iteration 47Q: 3 clusters Score -3.066257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 311611 members 
Entering Unmasked Estep 
Score: -30662562.000000 Penalty: 6277.150391
	Iteration 48Q: 3 clusters Score -3.066256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 311610 members 
Entering Unmasked Estep 
Score: -30662558.000000 Penalty: 6277.150391
	Iteration 49Q: 3 clusters Score -3.066256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 311609 members 
Entering Unmasked Estep 
Score: -30662564.000000 Penalty: 6277.150391
	Iteration 50Q: 3 clusters Score -3.066256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 311607 members 
Entering Unmasked Estep 
Score: -30662566.000000 Penalty: 6277.150391
	Iteration 51Q: 3 clusters Score -3.066257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 311607 members 
Entering Unmasked Estep 
Score: -30662566.000000 Penalty: 6277.150391
	Iteration 52F: 3 clusters Score -3.066257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (229044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229044 members 
Entering Unmasked Estep 
Score: -22344516.000000 Penalty: 3060.733887
	Iteration 0F: 2 clusters Score -2.234452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114717 members 
Mstep: Class 2 contains 114327 members 
Entering Unmasked Estep 
Score: -22194228.000000 Penalty: 6121.467773
	Iteration 0F: 3 clusters Score -2.219423e+07 nChanged 110508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119951 members 
Mstep: Class 2 contains 109093 members 
Entering Unmasked Estep 
Score: -22259684.000000 Penalty: 6121.467773
	Iteration 1F: 3 clusters Score -2.225968e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123535 members 
Mstep: Class 2 contains 105509 members 
Entering Unmasked Estep 
Score: -22261772.000000 Penalty: 6121.467773
	Iteration 2Q: 3 clusters Score -2.226177e+07 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129321 members 
Mstep: Class 2 contains 99723 members 
Entering Unmasked Estep 
Score: -22266058.000000 Penalty: 6121.467773
	Iteration 3Q: 3 clusters Score -2.226606e+07 nChanged 13779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138332 members 
Mstep: Class 2 contains 90712 members 
Entering Unmasked Estep 
Score: -22274238.000000 Penalty: 6121.467773
	Iteration 4F: 3 clusters Score -2.227424e+07 nChanged 17833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150781 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -22287048.000000 Penalty: 6121.467773
	Iteration 5F: 3 clusters Score -2.228705e+07 nChanged 19660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165449 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
Score: -22302064.000000 Penalty: 6121.467773
	Iteration 6F: 3 clusters Score -2.230206e+07 nChanged 17191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178996 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -22314230.000000 Penalty: 6121.467773
	Iteration 7F: 3 clusters Score -2.231423e+07 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190043 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -22322234.000000 Penalty: 6121.467773
	Iteration 8F: 3 clusters Score -2.232223e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198718 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -22327652.000000 Penalty: 6121.467773
	Iteration 9Q: 3 clusters Score -2.232765e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205893 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -22331530.000000 Penalty: 6121.467773
	Iteration 10Q: 3 clusters Score -2.233153e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211841 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -22334772.000000 Penalty: 6121.467773
	Iteration 11Q: 3 clusters Score -2.233477e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216502 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -22337430.000000 Penalty: 6121.467773
	Iteration 12Q: 3 clusters Score -2.233743e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219982 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -22339172.000000 Penalty: 6121.467773
	Iteration 13Q: 3 clusters Score -2.233917e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222473 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -22340454.000000 Penalty: 6121.467773
	Iteration 14Q: 3 clusters Score -2.234045e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224139 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -22341208.000000 Penalty: 6121.467773
	Iteration 15Q: 3 clusters Score -2.234121e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225229 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -22341820.000000 Penalty: 6121.467773
	Iteration 16Q: 3 clusters Score -2.234182e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225926 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -22342144.000000 Penalty: 6121.467773
	Iteration 17Q: 3 clusters Score -2.234214e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226360 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -22342280.000000 Penalty: 6121.467773
	Iteration 18Q: 3 clusters Score -2.234228e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226630 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -22342370.000000 Penalty: 6121.467773
	Iteration 19Q: 3 clusters Score -2.234237e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226818 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -22342498.000000 Penalty: 6121.467773
	Iteration 20F: 3 clusters Score -2.23425e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226957 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -22342576.000000 Penalty: 6121.467773
	Iteration 21Q: 3 clusters Score -2.234258e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227045 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -22342610.000000 Penalty: 6121.467773
	Iteration 22Q: 3 clusters Score -2.234261e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227134 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -22342688.000000 Penalty: 6121.467773
	Iteration 23Q: 3 clusters Score -2.234269e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227184 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -22342692.000000 Penalty: 6121.467773
	Iteration 24Q: 3 clusters Score -2.234269e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227222 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -22342772.000000 Penalty: 6121.467773
	Iteration 25Q: 3 clusters Score -2.234277e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227266 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -22342776.000000 Penalty: 6121.467773
	Iteration 26Q: 3 clusters Score -2.234278e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227288 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -22342808.000000 Penalty: 6121.467773
	Iteration 27Q: 3 clusters Score -2.234281e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227303 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -22342802.000000 Penalty: 6121.467773
	Iteration 28Q: 3 clusters Score -2.23428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227314 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -22342802.000000 Penalty: 6121.467773
	Iteration 29Q: 3 clusters Score -2.23428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227325 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -22342802.000000 Penalty: 6121.467773
	Iteration 30Q: 3 clusters Score -2.23428e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227332 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -22342832.000000 Penalty: 6121.467773
	Iteration 31Q: 3 clusters Score -2.234283e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227350 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -22342846.000000 Penalty: 6121.467773
	Iteration 32Q: 3 clusters Score -2.234285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227354 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -22342850.000000 Penalty: 6121.467773
	Iteration 33Q: 3 clusters Score -2.234285e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227365 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -22342850.000000 Penalty: 6121.467773
	Iteration 34Q: 3 clusters Score -2.234285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227372 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -22342858.000000 Penalty: 6121.467773
	Iteration 35Q: 3 clusters Score -2.234286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227378 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -22342858.000000 Penalty: 6121.467773
	Iteration 36Q: 3 clusters Score -2.234286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227382 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -22342874.000000 Penalty: 6121.467773
	Iteration 37Q: 3 clusters Score -2.234287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227386 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -22342866.000000 Penalty: 6121.467773
	Iteration 38Q: 3 clusters Score -2.234287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227390 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -22342870.000000 Penalty: 6121.467773
	Iteration 39Q: 3 clusters Score -2.234287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227396 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -22342878.000000 Penalty: 6121.467773
	Iteration 40F: 3 clusters Score -2.234288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227401 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -22342862.000000 Penalty: 6121.467773
	Iteration 41Q: 3 clusters Score -2.234286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227402 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -22342856.000000 Penalty: 6121.467773
	Iteration 42Q: 3 clusters Score -2.234286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227404 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -22342858.000000 Penalty: 6121.467773
	Iteration 43Q: 3 clusters Score -2.234286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227405 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -22342862.000000 Penalty: 6121.467773
	Iteration 44Q: 3 clusters Score -2.234286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227407 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -22342856.000000 Penalty: 6121.467773
	Iteration 45Q: 3 clusters Score -2.234286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227406 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -22342862.000000 Penalty: 6121.467773
	Iteration 46Q: 3 clusters Score -2.234286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227406 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -22342862.000000 Penalty: 6121.467773
	Iteration 47F: 3 clusters Score -2.234286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Entering Unmasked Estep 
Score: -1131683.250000 Penalty: 2334.189941
	Iteration 0F: 2 clusters Score -1131683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1122601.250000 Penalty: 4668.379883
	Iteration 0F: 3 clusters Score -1122601 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1125405.250000 Penalty: 4668.379883
	Iteration 1F: 3 clusters Score -1125405 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1125882.250000 Penalty: 4668.379883
	Iteration 2F: 3 clusters Score -1125882 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1126255.750000 Penalty: 4668.379883
	Iteration 3F: 3 clusters Score -1126256 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1126543.125000 Penalty: 4668.379883
	Iteration 4Q: 3 clusters Score -1126543 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1126777.875000 Penalty: 4668.379883
	Iteration 5Q: 3 clusters Score -1126778 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1126967.500000 Penalty: 4668.379883
	Iteration 6Q: 3 clusters Score -1126968 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1127145.250000 Penalty: 4668.379883
	Iteration 7Q: 3 clusters Score -1127145 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1127341.500000 Penalty: 4668.379883
	Iteration 8Q: 3 clusters Score -1127342 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1127561.375000 Penalty: 4668.379883
	Iteration 9Q: 3 clusters Score -1127561 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1127818.875000 Penalty: 4668.379883
	Iteration 10Q: 3 clusters Score -1127819 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1128134.875000 Penalty: 4668.379883
	Iteration 11Q: 3 clusters Score -1128135 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1128535.250000 Penalty: 4668.379883
	Iteration 12Q: 3 clusters Score -1128535 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1129052.875000 Penalty: 4668.379883
	Iteration 13Q: 3 clusters Score -1129053 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1129710.625000 Penalty: 4668.379883
	Iteration 14Q: 3 clusters Score -1129711 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1130329.000000 Penalty: 4668.379883
	Iteration 15Q: 3 clusters Score -1130329 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1130787.625000 Penalty: 4668.379883
	Iteration 16Q: 3 clusters Score -1130788 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1131123.500000 Penalty: 4668.379883
	Iteration 17Q: 3 clusters Score -1131124 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1131372.250000 Penalty: 4668.379883
	Iteration 18Q: 3 clusters Score -1131372 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1131514.750000 Penalty: 4668.379883
	Iteration 19Q: 3 clusters Score -1131515 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1131624.500000 Penalty: 4668.379883
	Iteration 20F: 3 clusters Score -1131624 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1131696.875000 Penalty: 4668.379883
	Iteration 21Q: 3 clusters Score -1131697 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1131742.500000 Penalty: 4668.379883
	Iteration 22Q: 3 clusters Score -1131742 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1131786.250000 Penalty: 4668.379883
	Iteration 23Q: 3 clusters Score -1131786 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1131828.500000 Penalty: 4668.379883
	Iteration 24Q: 3 clusters Score -1131828 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1131859.500000 Penalty: 4668.379883
	Iteration 25Q: 3 clusters Score -1131860 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1131875.250000 Penalty: 4668.379883
	Iteration 26Q: 3 clusters Score -1131875 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1131889.750000 Penalty: 4668.379883
	Iteration 27Q: 3 clusters Score -1131890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1131899.375000 Penalty: 4668.379883
	Iteration 28Q: 3 clusters Score -1131899 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1131907.750000 Penalty: 4668.379883
	Iteration 29Q: 3 clusters Score -1131908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1131919.375000 Penalty: 4668.379883
	Iteration 30Q: 3 clusters Score -1131919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1131920.500000 Penalty: 4668.379883
	Iteration 31Q: 3 clusters Score -1131920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1131923.375000 Penalty: 4668.379883
	Iteration 32Q: 3 clusters Score -1131923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1131922.750000 Penalty: 4668.379883
	Iteration 33Q: 3 clusters Score -1131923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1131923.000000 Penalty: 4668.379883
	Iteration 34Q: 3 clusters Score -1131923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1131924.875000 Penalty: 4668.379883
	Iteration 35Q: 3 clusters Score -1131925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1131927.750000 Penalty: 4668.379883
	Iteration 36Q: 3 clusters Score -1131928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1131929.750000 Penalty: 4668.379883
	Iteration 37Q: 3 clusters Score -1131930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1131928.500000 Penalty: 4668.379883
	Iteration 38Q: 3 clusters Score -1131928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1131930.500000 Penalty: 4668.379883
	Iteration 39Q: 3 clusters Score -1131930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1131932.250000 Penalty: 4668.379883
	Iteration 40F: 3 clusters Score -1131932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1131933.500000 Penalty: 4668.379883
	Iteration 41Q: 3 clusters Score -1131934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1131932.500000 Penalty: 4668.379883
	Iteration 42Q: 3 clusters Score -1131932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1131931.750000 Penalty: 4668.379883
	Iteration 43Q: 3 clusters Score -1131932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1131933.000000 Penalty: 4668.379883
	Iteration 44Q: 3 clusters Score -1131933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1131933.250000 Penalty: 4668.379883
	Iteration 45Q: 3 clusters Score -1131933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1131934.625000 Penalty: 4668.379883
	Iteration 46Q: 3 clusters Score -1131935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1131938.000000 Penalty: 4668.379883
	Iteration 47Q: 3 clusters Score -1131938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1131937.500000 Penalty: 4668.379883
	Iteration 48Q: 3 clusters Score -1131938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1131937.375000 Penalty: 4668.379883
	Iteration 49Q: 3 clusters Score -1131937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1131938.375000 Penalty: 4668.379883
	Iteration 50Q: 3 clusters Score -1131938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1131937.000000 Penalty: 4668.379883
	Iteration 51Q: 3 clusters Score -1131937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1131937.125000 Penalty: 4668.379883
	Iteration 52Q: 3 clusters Score -1131937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1131937.125000 Penalty: 4668.379883
	Iteration 53F: 3 clusters Score -1131937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 39357 members 
Mstep: Class 4 contains 5910 members 
Mstep: Class 5 contains 11513 members 
Mstep: Class 6 contains 108793 members 
Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 232312 members 
Mstep: Class 9 contains 96421 members 
Mstep: Class 10 contains 13890 members 
Mstep: Class 11 contains 7657 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 7939 members 
Mstep: Class 14 contains 313497 members 
Mstep: Class 15 contains 229044 members 
Mstep: Class 16 contains 6570 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 43121 members 
Mstep: Class 19 contains 90388 members 
Mstep: Class 20 contains 67267 members 
Mstep: Class 21 contains 102835 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 11954 members 
Mstep: Class 24 contains 240108 members 
Mstep: Class 25 contains 5665 members 
Entering Unmasked Estep 
Score: -157548960.000000 Penalty: 88843.179688
Splitting cluster 16 changes total score from -157535264.000000 to -157548960.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (7689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Entering Unmasked Estep 
Score: -724644.812500 Penalty: 2218.991455
	Iteration 0F: 2 clusters Score -724644.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -718429.812500 Penalty: 4437.982910
	Iteration 0F: 3 clusters Score -718429.8 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -720242.000000 Penalty: 4437.982910
	Iteration 1F: 3 clusters Score -720242 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -720568.187500 Penalty: 4437.982910
	Iteration 2F: 3 clusters Score -720568.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -720850.000000 Penalty: 4437.982910
	Iteration 3F: 3 clusters Score -720850 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -721097.125000 Penalty: 4437.982910
	Iteration 4F: 3 clusters Score -721097.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -721324.437500 Penalty: 4437.982910
	Iteration 5Q: 3 clusters Score -721324.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -721535.562500 Penalty: 4437.982910
	Iteration 6Q: 3 clusters Score -721535.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -721756.375000 Penalty: 4437.982910
	Iteration 7Q: 3 clusters Score -721756.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -721963.562500 Penalty: 4437.982910
	Iteration 8Q: 3 clusters Score -721963.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -722141.562500 Penalty: 4437.982910
	Iteration 9Q: 3 clusters Score -722141.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -722295.875000 Penalty: 4437.982910
	Iteration 10Q: 3 clusters Score -722295.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -722458.062500 Penalty: 4437.982910
	Iteration 11Q: 3 clusters Score -722458.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -722602.687500 Penalty: 4437.982910
	Iteration 12Q: 3 clusters Score -722602.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -722736.812500 Penalty: 4437.982910
	Iteration 13Q: 3 clusters Score -722736.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -722841.250000 Penalty: 4437.982910
	Iteration 14Q: 3 clusters Score -722841.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -722949.125000 Penalty: 4437.982910
	Iteration 15Q: 3 clusters Score -722949.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -723042.250000 Penalty: 4437.982910
	Iteration 16Q: 3 clusters Score -723042.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -723138.437500 Penalty: 4437.982910
	Iteration 17Q: 3 clusters Score -723138.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -723210.687500 Penalty: 4437.982910
	Iteration 18Q: 3 clusters Score -723210.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -723277.812500 Penalty: 4437.982910
	Iteration 19Q: 3 clusters Score -723277.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -723334.375000 Penalty: 4437.982910
	Iteration 20F: 3 clusters Score -723334.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -723360.375000 Penalty: 4437.982910
	Iteration 21Q: 3 clusters Score -723360.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -723382.000000 Penalty: 4437.982910
	Iteration 22Q: 3 clusters Score -723382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -723387.125000 Penalty: 4437.982910
	Iteration 23Q: 3 clusters Score -723387.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -723392.687500 Penalty: 4437.982910
	Iteration 24Q: 3 clusters Score -723392.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -723397.562500 Penalty: 4437.982910
	Iteration 25Q: 3 clusters Score -723397.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -723402.000000 Penalty: 4437.982910
	Iteration 26Q: 3 clusters Score -723402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -723404.250000 Penalty: 4437.982910
	Iteration 27Q: 3 clusters Score -723404.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -723406.000000 Penalty: 4437.982910
	Iteration 28Q: 3 clusters Score -723406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -723408.687500 Penalty: 4437.982910
	Iteration 29Q: 3 clusters Score -723408.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -723407.312500 Penalty: 4437.982910
	Iteration 30Q: 3 clusters Score -723407.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -723407.312500 Penalty: 4437.982910
	Iteration 31F: 3 clusters Score -723407.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Entering Unmasked Estep 
Score: -4064728.500000 Penalty: 2646.597900
	Iteration 0F: 2 clusters Score -4064728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -4035527.250000 Penalty: 5293.195801
	Iteration 0F: 3 clusters Score -4035527 nChanged 19871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -4048012.250000 Penalty: 5293.195801
	Iteration 1F: 3 clusters Score -4048012 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -4051475.750000 Penalty: 5293.195801
	Iteration 2F: 3 clusters Score -4051476 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -4055531.500000 Penalty: 5293.195801
	Iteration 3F: 3 clusters Score -4055532 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -4059169.250000 Penalty: 5293.195801
	Iteration 4F: 3 clusters Score -4059169 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4061595.750000 Penalty: 5293.195801
	Iteration 5F: 3 clusters Score -4061596 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -4063151.250000 Penalty: 5293.195801
	Iteration 6F: 3 clusters Score -4063151 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -4064161.500000 Penalty: 5293.195801
	Iteration 7Q: 3 clusters Score -4064162 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -4064948.250000 Penalty: 5293.195801
	Iteration 8Q: 3 clusters Score -4064948 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -4065603.000000 Penalty: 5293.195801
	Iteration 9Q: 3 clusters Score -4065603 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -4066147.000000 Penalty: 5293.195801
	Iteration 10Q: 3 clusters Score -4066147 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -4066615.250000 Penalty: 5293.195801
	Iteration 11Q: 3 clusters Score -4066615 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -4067001.000000 Penalty: 5293.195801
	Iteration 12Q: 3 clusters Score -4067001 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -4067371.250000 Penalty: 5293.195801
	Iteration 13Q: 3 clusters Score -4067371 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -4067740.500000 Penalty: 5293.195801
	Iteration 14Q: 3 clusters Score -4067740 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -4068090.000000 Penalty: 5293.195801
	Iteration 15Q: 3 clusters Score -4068090 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -4068478.500000 Penalty: 5293.195801
	Iteration 16Q: 3 clusters Score -4068478 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -4068834.750000 Penalty: 5293.195801
	Iteration 17Q: 3 clusters Score -4068835 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -4069188.500000 Penalty: 5293.195801
	Iteration 18Q: 3 clusters Score -4069188 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -4069518.750000 Penalty: 5293.195801
	Iteration 19Q: 3 clusters Score -4069519 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -4069834.250000 Penalty: 5293.195801
	Iteration 20F: 3 clusters Score -4069834 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -4070009.500000 Penalty: 5293.195801
	Iteration 21Q: 3 clusters Score -4070010 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -4070073.750000 Penalty: 5293.195801
	Iteration 22Q: 3 clusters Score -4070074 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -4070096.750000 Penalty: 5293.195801
	Iteration 23Q: 3 clusters Score -4070097 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -4070114.000000 Penalty: 5293.195801
	Iteration 24Q: 3 clusters Score -4070114 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -4070135.750000 Penalty: 5293.195801
	Iteration 25Q: 3 clusters Score -4070136 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -4070151.000000 Penalty: 5293.195801
	Iteration 26Q: 3 clusters Score -4070151 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -4070165.750000 Penalty: 5293.195801
	Iteration 27Q: 3 clusters Score -4070166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -4070166.500000 Penalty: 5293.195801
	Iteration 28Q: 3 clusters Score -4070166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -4070183.750000 Penalty: 5293.195801
	Iteration 29Q: 3 clusters Score -4070184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -4070182.500000 Penalty: 5293.195801
	Iteration 30Q: 3 clusters Score -4070182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -4070188.750000 Penalty: 5293.195801
	Iteration 31Q: 3 clusters Score -4070189 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -4070212.000000 Penalty: 5293.195801
	Iteration 32Q: 3 clusters Score -4070212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -4070203.500000 Penalty: 5293.195801
	Iteration 33Q: 3 clusters Score -4070204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -4070215.750000 Penalty: 5293.195801
	Iteration 34Q: 3 clusters Score -4070216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -4070217.750000 Penalty: 5293.195801
	Iteration 35Q: 3 clusters Score -4070218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -4070211.250000 Penalty: 5293.195801
	Iteration 36Q: 3 clusters Score -4070211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -4070218.750000 Penalty: 5293.195801
	Iteration 37Q: 3 clusters Score -4070219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -4070214.500000 Penalty: 5293.195801
	Iteration 38Q: 3 clusters Score -4070214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -4070211.500000 Penalty: 5293.195801
	Iteration 39Q: 3 clusters Score -4070212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -4070220.000000 Penalty: 5293.195801
	Iteration 40F: 3 clusters Score -4070220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -4070214.500000 Penalty: 5293.195801
	Iteration 41Q: 3 clusters Score -4070214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -4070215.250000 Penalty: 5293.195801
	Iteration 42Q: 3 clusters Score -4070215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -4070220.750000 Penalty: 5293.195801
	Iteration 43Q: 3 clusters Score -4070221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -4070220.500000 Penalty: 5293.195801
	Iteration 44Q: 3 clusters Score -4070220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -4070219.000000 Penalty: 5293.195801
	Iteration 45Q: 3 clusters Score -4070219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -4070228.500000 Penalty: 5293.195801
	Iteration 46Q: 3 clusters Score -4070228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -4070230.500000 Penalty: 5293.195801
	Iteration 47Q: 3 clusters Score -4070230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -4070225.750000 Penalty: 5293.195801
	Iteration 48Q: 3 clusters Score -4070226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -4070224.250000 Penalty: 5293.195801
	Iteration 49Q: 3 clusters Score -4070224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -4070222.000000 Penalty: 5293.195801
	Iteration 50Q: 3 clusters Score -4070222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -4070229.750000 Penalty: 5293.195801
	Iteration 51Q: 3 clusters Score -4070230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -4070233.000000 Penalty: 5293.195801
	Iteration 52Q: 3 clusters Score -4070233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -4070234.750000 Penalty: 5293.195801
	Iteration 53Q: 3 clusters Score -4070235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -4070236.000000 Penalty: 5293.195801
	Iteration 54Q: 3 clusters Score -4070236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -4070230.750000 Penalty: 5293.195801
	Iteration 55Q: 3 clusters Score -4070231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -4070232.500000 Penalty: 5293.195801
	Iteration 56Q: 3 clusters Score -4070232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -4070231.500000 Penalty: 5293.195801
	Iteration 57Q: 3 clusters Score -4070232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -4070230.000000 Penalty: 5293.195801
	Iteration 58Q: 3 clusters Score -4070230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -4070232.750000 Penalty: 5293.195801
	Iteration 59Q: 3 clusters Score -4070233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -4070232.750000 Penalty: 5293.195801
	Iteration 60F: 3 clusters Score -4070233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -4070233.250000 Penalty: 5293.195801
	Iteration 61Q: 3 clusters Score -4070233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -4070238.750000 Penalty: 5293.195801
	Iteration 62Q: 3 clusters Score -4070239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -4070237.750000 Penalty: 5293.195801
	Iteration 63Q: 3 clusters Score -4070238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -4070231.000000 Penalty: 5293.195801
	Iteration 64Q: 3 clusters Score -4070231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -4070230.750000 Penalty: 5293.195801
	Iteration 65Q: 3 clusters Score -4070231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -4070227.000000 Penalty: 5293.195801
	Iteration 66Q: 3 clusters Score -4070227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -4070227.000000 Penalty: 5293.195801
	Iteration 67Q: 3 clusters Score -4070227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -4070225.500000 Penalty: 5293.195801
	Iteration 68Q: 3 clusters Score -4070226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -4070227.250000 Penalty: 5293.195801
	Iteration 69Q: 3 clusters Score -4070227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -4070226.250000 Penalty: 5293.195801
	Iteration 70Q: 3 clusters Score -4070226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -4070226.250000 Penalty: 5293.195801
	Iteration 71F: 3 clusters Score -4070226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 39357 members 
Mstep: Class 4 contains 5910 members 
Mstep: Class 5 contains 11513 members 
Mstep: Class 6 contains 108793 members 
Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 232312 members 
Mstep: Class 9 contains 96421 members 
Mstep: Class 10 contains 13890 members 
Mstep: Class 11 contains 7657 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 7939 members 
Mstep: Class 14 contains 313497 members 
Mstep: Class 15 contains 229044 members 
Mstep: Class 16 contains 6570 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 36348 members 
Mstep: Class 19 contains 90388 members 
Mstep: Class 20 contains 67267 members 
Mstep: Class 21 contains 102835 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 11954 members 
Mstep: Class 24 contains 240108 members 
Mstep: Class 25 contains 5665 members 
Mstep: Class 26 contains 6773 members 
Entering Unmasked Estep 
Score: -157552832.000000 Penalty: 92396.906250
Splitting cluster 18 changes total score from -157535264.000000 to -157552832.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (90388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90388 members 
Entering Unmasked Estep 
Score: -7926064.500000 Penalty: 2830.143066
	Iteration 0F: 2 clusters Score -7926064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -7865630.500000 Penalty: 5660.286133
	Iteration 0F: 3 clusters Score -7865630 nChanged 42818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -7892313.000000 Penalty: 5660.286133
	Iteration 1F: 3 clusters Score -7892313 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -7897317.000000 Penalty: 5660.286133
	Iteration 2F: 3 clusters Score -7897317 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -7905646.000000 Penalty: 5660.286133
	Iteration 3F: 3 clusters Score -7905646 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -7915272.500000 Penalty: 5660.286133
	Iteration 4F: 3 clusters Score -7915272 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -7922215.500000 Penalty: 5660.286133
	Iteration 5F: 3 clusters Score -7922216 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -7925665.500000 Penalty: 5660.286133
	Iteration 6F: 3 clusters Score -7925666 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -7928026.000000 Penalty: 5660.286133
	Iteration 7Q: 3 clusters Score -7928026 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -7929950.500000 Penalty: 5660.286133
	Iteration 8Q: 3 clusters Score -7929950 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -7931387.000000 Penalty: 5660.286133
	Iteration 9Q: 3 clusters Score -7931387 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -7932355.500000 Penalty: 5660.286133
	Iteration 10Q: 3 clusters Score -7932356 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -7933156.500000 Penalty: 5660.286133
	Iteration 11Q: 3 clusters Score -7933156 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -7933853.000000 Penalty: 5660.286133
	Iteration 12Q: 3 clusters Score -7933853 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -7934463.000000 Penalty: 5660.286133
	Iteration 13Q: 3 clusters Score -7934463 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 66446 members 
Entering Unmasked Estep 
Score: -7934912.500000 Penalty: 5660.286133
	Iteration 14Q: 3 clusters Score -7934912 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -7935426.500000 Penalty: 5660.286133
	Iteration 15Q: 3 clusters Score -7935426 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 68971 members 
Entering Unmasked Estep 
Score: -7935871.500000 Penalty: 5660.286133
	Iteration 16Q: 3 clusters Score -7935872 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 70073 members 
Entering Unmasked Estep 
Score: -7936184.000000 Penalty: 5660.286133
	Iteration 17Q: 3 clusters Score -7936184 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
Score: -7936464.000000 Penalty: 5660.286133
	Iteration 18Q: 3 clusters Score -7936464 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 71885 members 
Entering Unmasked Estep 
Score: -7936667.500000 Penalty: 5660.286133
	Iteration 19Q: 3 clusters Score -7936668 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 72611 members 
Entering Unmasked Estep 
Score: -7936861.000000 Penalty: 5660.286133
	Iteration 20F: 3 clusters Score -7936861 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -7936983.000000 Penalty: 5660.286133
	Iteration 21Q: 3 clusters Score -7936983 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 73734 members 
Entering Unmasked Estep 
Score: -7937060.000000 Penalty: 5660.286133
	Iteration 22Q: 3 clusters Score -7937060 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 74178 members 
Entering Unmasked Estep 
Score: -7937155.000000 Penalty: 5660.286133
	Iteration 23Q: 3 clusters Score -7937155 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -7937204.000000 Penalty: 5660.286133
	Iteration 24Q: 3 clusters Score -7937204 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 74814 members 
Entering Unmasked Estep 
Score: -7937245.000000 Penalty: 5660.286133
	Iteration 25Q: 3 clusters Score -7937245 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 75019 members 
Entering Unmasked Estep 
Score: -7937250.000000 Penalty: 5660.286133
	Iteration 26Q: 3 clusters Score -7937250 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 75196 members 
Entering Unmasked Estep 
Score: -7937266.000000 Penalty: 5660.286133
	Iteration 27Q: 3 clusters Score -7937266 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -7937266.500000 Penalty: 5660.286133
	Iteration 28Q: 3 clusters Score -7937266 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 75482 members 
Entering Unmasked Estep 
Score: -7937297.500000 Penalty: 5660.286133
	Iteration 29Q: 3 clusters Score -7937298 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 75611 members 
Entering Unmasked Estep 
Score: -7937300.000000 Penalty: 5660.286133
	Iteration 30Q: 3 clusters Score -7937300 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 75722 members 
Entering Unmasked Estep 
Score: -7937314.000000 Penalty: 5660.286133
	Iteration 31Q: 3 clusters Score -7937314 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 75832 members 
Entering Unmasked Estep 
Score: -7937314.500000 Penalty: 5660.286133
	Iteration 32Q: 3 clusters Score -7937314 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 75934 members 
Entering Unmasked Estep 
Score: -7937351.000000 Penalty: 5660.286133
	Iteration 33Q: 3 clusters Score -7937351 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -7937352.500000 Penalty: 5660.286133
	Iteration 34Q: 3 clusters Score -7937352 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 76095 members 
Entering Unmasked Estep 
Score: -7937362.000000 Penalty: 5660.286133
	Iteration 35Q: 3 clusters Score -7937362 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 76192 members 
Entering Unmasked Estep 
Score: -7937382.000000 Penalty: 5660.286133
	Iteration 36Q: 3 clusters Score -7937382 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 76300 members 
Entering Unmasked Estep 
Score: -7937396.000000 Penalty: 5660.286133
	Iteration 37Q: 3 clusters Score -7937396 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 76416 members 
Entering Unmasked Estep 
Score: -7937453.000000 Penalty: 5660.286133
	Iteration 38Q: 3 clusters Score -7937453 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 76554 members 
Entering Unmasked Estep 
Score: -7937521.000000 Penalty: 5660.286133
	Iteration 39Q: 3 clusters Score -7937521 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 76728 members 
Entering Unmasked Estep 
Score: -7937652.000000 Penalty: 5660.286133
	Iteration 40F: 3 clusters Score -7937652 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 76912 members 
Entering Unmasked Estep 
Score: -7937789.000000 Penalty: 5660.286133
	Iteration 41Q: 3 clusters Score -7937789 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -7938031.000000 Penalty: 5660.286133
	Iteration 42Q: 3 clusters Score -7938031 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -7938179.500000 Penalty: 5660.286133
	Iteration 43Q: 3 clusters Score -7938180 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 77443 members 
Entering Unmasked Estep 
Score: -7938286.500000 Penalty: 5660.286133
	Iteration 44Q: 3 clusters Score -7938286 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 77514 members 
Entering Unmasked Estep 
Score: -7938297.000000 Penalty: 5660.286133
	Iteration 45Q: 3 clusters Score -7938297 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 77551 members 
Entering Unmasked Estep 
Score: -7938312.500000 Penalty: 5660.286133
	Iteration 46Q: 3 clusters Score -7938312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 77595 members 
Entering Unmasked Estep 
Score: -7938297.500000 Penalty: 5660.286133
	Iteration 47Q: 3 clusters Score -7938298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 77639 members 
Entering Unmasked Estep 
Score: -7938310.500000 Penalty: 5660.286133
	Iteration 48Q: 3 clusters Score -7938310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 77672 members 
Entering Unmasked Estep 
Score: -7938336.000000 Penalty: 5660.286133
	Iteration 49Q: 3 clusters Score -7938336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -7938344.500000 Penalty: 5660.286133
	Iteration 50Q: 3 clusters Score -7938344 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -7938359.500000 Penalty: 5660.286133
	Iteration 51Q: 3 clusters Score -7938360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 77795 members 
Entering Unmasked Estep 
Score: -7938375.000000 Penalty: 5660.286133
	Iteration 52Q: 3 clusters Score -7938375 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -7938387.000000 Penalty: 5660.286133
	Iteration 53Q: 3 clusters Score -7938387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -7938375.500000 Penalty: 5660.286133
	Iteration 54Q: 3 clusters Score -7938376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -7938389.500000 Penalty: 5660.286133
	Iteration 55Q: 3 clusters Score -7938390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -7938391.000000 Penalty: 5660.286133
	Iteration 56Q: 3 clusters Score -7938391 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 77915 members 
Entering Unmasked Estep 
Score: -7938398.500000 Penalty: 5660.286133
	Iteration 57Q: 3 clusters Score -7938398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 77935 members 
Entering Unmasked Estep 
Score: -7938397.000000 Penalty: 5660.286133
	Iteration 58Q: 3 clusters Score -7938397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -7938389.500000 Penalty: 5660.286133
	Iteration 59Q: 3 clusters Score -7938390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -7938396.500000 Penalty: 5660.286133
	Iteration 60F: 3 clusters Score -7938396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 78009 members 
Entering Unmasked Estep 
Score: -7938410.500000 Penalty: 5660.286133
	Iteration 61Q: 3 clusters Score -7938410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 78033 members 
Entering Unmasked Estep 
Score: -7938427.500000 Penalty: 5660.286133
	Iteration 62Q: 3 clusters Score -7938428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 78058 members 
Entering Unmasked Estep 
Score: -7938413.500000 Penalty: 5660.286133
	Iteration 63Q: 3 clusters Score -7938414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 78080 members 
Entering Unmasked Estep 
Score: -7938406.500000 Penalty: 5660.286133
	Iteration 64Q: 3 clusters Score -7938406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 78098 members 
Entering Unmasked Estep 
Score: -7938410.500000 Penalty: 5660.286133
	Iteration 65Q: 3 clusters Score -7938410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 78118 members 
Entering Unmasked Estep 
Score: -7938416.000000 Penalty: 5660.286133
	Iteration 66Q: 3 clusters Score -7938416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 78132 members 
Entering Unmasked Estep 
Score: -7938411.500000 Penalty: 5660.286133
	Iteration 67Q: 3 clusters Score -7938412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 78144 members 
Entering Unmasked Estep 
Score: -7938416.000000 Penalty: 5660.286133
	Iteration 68Q: 3 clusters Score -7938416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 78161 members 
Entering Unmasked Estep 
Score: -7938403.000000 Penalty: 5660.286133
	Iteration 69Q: 3 clusters Score -7938403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 78177 members 
Entering Unmasked Estep 
Score: -7938414.500000 Penalty: 5660.286133
	Iteration 70Q: 3 clusters Score -7938414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
Score: -7938403.000000 Penalty: 5660.286133
	Iteration 71Q: 3 clusters Score -7938403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 78209 members 
Entering Unmasked Estep 
Score: -7938398.500000 Penalty: 5660.286133
	Iteration 72Q: 3 clusters Score -7938398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 78242 members 
Entering Unmasked Estep 
Score: -7938399.000000 Penalty: 5660.286133
	Iteration 73Q: 3 clusters Score -7938399 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 78277 members 
Entering Unmasked Estep 
Score: -7938416.500000 Penalty: 5660.286133
	Iteration 74Q: 3 clusters Score -7938416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -7938445.500000 Penalty: 5660.286133
	Iteration 75Q: 3 clusters Score -7938446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 78345 members 
Entering Unmasked Estep 
Score: -7938445.000000 Penalty: 5660.286133
	Iteration 76Q: 3 clusters Score -7938445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -7938448.500000 Penalty: 5660.286133
	Iteration 77Q: 3 clusters Score -7938448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -7938470.000000 Penalty: 5660.286133
	Iteration 78Q: 3 clusters Score -7938470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 78452 members 
Entering Unmasked Estep 
Score: -7938466.500000 Penalty: 5660.286133
	Iteration 79Q: 3 clusters Score -7938466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 78494 members 
Entering Unmasked Estep 
Score: -7938489.000000 Penalty: 5660.286133
	Iteration 80F: 3 clusters Score -7938489 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 78531 members 
Entering Unmasked Estep 
Score: -7938485.500000 Penalty: 5660.286133
	Iteration 81Q: 3 clusters Score -7938486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 78565 members 
Entering Unmasked Estep 
Score: -7938494.000000 Penalty: 5660.286133
	Iteration 82Q: 3 clusters Score -7938494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 78614 members 
Entering Unmasked Estep 
Score: -7938487.500000 Penalty: 5660.286133
	Iteration 83Q: 3 clusters Score -7938488 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 78662 members 
Entering Unmasked Estep 
Score: -7938465.500000 Penalty: 5660.286133
	Iteration 84Q: 3 clusters Score -7938466 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -7938456.000000 Penalty: 5660.286133
	Iteration 85Q: 3 clusters Score -7938456 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -7938507.000000 Penalty: 5660.286133
	Iteration 86Q: 3 clusters Score -7938507 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
Score: -7938528.000000 Penalty: 5660.286133
	Iteration 87Q: 3 clusters Score -7938528 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 78941 members 
Entering Unmasked Estep 
Score: -7938562.500000 Penalty: 5660.286133
	Iteration 88Q: 3 clusters Score -7938562 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -7938591.500000 Penalty: 5660.286133
	Iteration 89Q: 3 clusters Score -7938592 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -7938624.500000 Penalty: 5660.286133
	Iteration 90Q: 3 clusters Score -7938624 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 79175 members 
Entering Unmasked Estep 
Score: -7938649.000000 Penalty: 5660.286133
	Iteration 91Q: 3 clusters Score -7938649 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 79237 members 
Entering Unmasked Estep 
Score: -7938642.000000 Penalty: 5660.286133
	Iteration 92Q: 3 clusters Score -7938642 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -7938644.000000 Penalty: 5660.286133
	Iteration 93Q: 3 clusters Score -7938644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 79338 members 
Entering Unmasked Estep 
Score: -7938661.000000 Penalty: 5660.286133
	Iteration 94Q: 3 clusters Score -7938661 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 79375 members 
Entering Unmasked Estep 
Score: -7938664.000000 Penalty: 5660.286133
	Iteration 95Q: 3 clusters Score -7938664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 79402 members 
Entering Unmasked Estep 
Score: -7938669.000000 Penalty: 5660.286133
	Iteration 96Q: 3 clusters Score -7938669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 79424 members 
Entering Unmasked Estep 
Score: -7938668.000000 Penalty: 5660.286133
	Iteration 97Q: 3 clusters Score -7938668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -7938682.000000 Penalty: 5660.286133
	Iteration 98Q: 3 clusters Score -7938682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 79449 members 
Entering Unmasked Estep 
Score: -7938672.000000 Penalty: 5660.286133
	Iteration 99Q: 3 clusters Score -7938672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 79455 members 
Entering Unmasked Estep 
Score: -7938676.500000 Penalty: 5660.286133
	Iteration 100F: 3 clusters Score -7938676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -7938668.000000 Penalty: 5660.286133
	Iteration 101Q: 3 clusters Score -7938668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 79464 members 
Entering Unmasked Estep 
Score: -7938677.500000 Penalty: 5660.286133
	Iteration 102Q: 3 clusters Score -7938678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 79470 members 
Entering Unmasked Estep 
Score: -7938656.000000 Penalty: 5660.286133
	Iteration 103Q: 3 clusters Score -7938656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 79475 members 
Entering Unmasked Estep 
Score: -7938671.000000 Penalty: 5660.286133
	Iteration 104Q: 3 clusters Score -7938671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 79479 members 
Entering Unmasked Estep 
Score: -7938670.500000 Penalty: 5660.286133
	Iteration 105Q: 3 clusters Score -7938670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
Score: -7938669.000000 Penalty: 5660.286133
	Iteration 106Q: 3 clusters Score -7938669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 79483 members 
Entering Unmasked Estep 
Score: -7938668.500000 Penalty: 5660.286133
	Iteration 107Q: 3 clusters Score -7938668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 79485 members 
Entering Unmasked Estep 
Score: -7938667.500000 Penalty: 5660.286133
	Iteration 108Q: 3 clusters Score -7938668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 79487 members 
Entering Unmasked Estep 
Score: -7938671.500000 Penalty: 5660.286133
	Iteration 109Q: 3 clusters Score -7938672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 79486 members 
Entering Unmasked Estep 
Score: -7938667.500000 Penalty: 5660.286133
	Iteration 110Q: 3 clusters Score -7938668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 79486 members 
Entering Unmasked Estep 
Score: -7938667.500000 Penalty: 5660.286133
	Iteration 111F: 3 clusters Score -7938668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 39357 members 
Mstep: Class 4 contains 5910 members 
Mstep: Class 5 contains 11513 members 
Mstep: Class 6 contains 108793 members 
Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 232312 members 
Mstep: Class 9 contains 96421 members 
Mstep: Class 10 contains 13890 members 
Mstep: Class 11 contains 7657 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 7939 members 
Mstep: Class 14 contains 313497 members 
Mstep: Class 15 contains 229044 members 
Mstep: Class 16 contains 6570 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 36348 members 
Mstep: Class 19 contains 10902 members 
Mstep: Class 20 contains 67267 members 
Mstep: Class 21 contains 102835 members 
Mstep: Class 22 contains 1031 members 
Mstep: Class 23 contains 11954 members 
Mstep: Class 24 contains 240108 members 
Mstep: Class 25 contains 5665 members 
Mstep: Class 26 contains 6773 members 
Mstep: Class 27 contains 79486 members 
Entering Unmasked Estep 
Score: -157566752.000000 Penalty: 95950.632812
Splitting cluster 19 changes total score from -157535264.000000 to -157566752.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (67267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67267 members 
Entering Unmasked Estep 
Score: -6509254.000000 Penalty: 2756.873535
	Iteration 0F: 2 clusters Score -6509254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -6464051.000000 Penalty: 5513.747070
	Iteration 0F: 3 clusters Score -6464051 nChanged 31298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -6481592.000000 Penalty: 5513.747070
	Iteration 1F: 3 clusters Score -6481592 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -6482221.000000 Penalty: 5513.747070
	Iteration 2Q: 3 clusters Score -6482221 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -6482914.000000 Penalty: 5513.747070
	Iteration 3Q: 3 clusters Score -6482914 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -6483826.500000 Penalty: 5513.747070
	Iteration 4Q: 3 clusters Score -6483826 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -6485241.000000 Penalty: 5513.747070
	Iteration 5Q: 3 clusters Score -6485241 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -6487286.000000 Penalty: 5513.747070
	Iteration 6F: 3 clusters Score -6487286 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -6489776.500000 Penalty: 5513.747070
	Iteration 7F: 3 clusters Score -6489776 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -6492469.500000 Penalty: 5513.747070
	Iteration 8F: 3 clusters Score -6492470 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -6495175.500000 Penalty: 5513.747070
	Iteration 9F: 3 clusters Score -6495176 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -6498099.500000 Penalty: 5513.747070
	Iteration 10F: 3 clusters Score -6498100 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -6501118.000000 Penalty: 5513.747070
	Iteration 11F: 3 clusters Score -6501118 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -6503850.500000 Penalty: 5513.747070
	Iteration 12Q: 3 clusters Score -6503850 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -6505912.000000 Penalty: 5513.747070
	Iteration 13Q: 3 clusters Score -6505912 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -6507119.500000 Penalty: 5513.747070
	Iteration 14Q: 3 clusters Score -6507120 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -6507708.000000 Penalty: 5513.747070
	Iteration 15Q: 3 clusters Score -6507708 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -6508139.000000 Penalty: 5513.747070
	Iteration 16Q: 3 clusters Score -6508139 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57663 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -6508418.000000 Penalty: 5513.747070
	Iteration 17Q: 3 clusters Score -6508418 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -6508615.500000 Penalty: 5513.747070
	Iteration 18Q: 3 clusters Score -6508616 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -6508777.500000 Penalty: 5513.747070
	Iteration 19Q: 3 clusters Score -6508778 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -6508897.000000 Penalty: 5513.747070
	Iteration 20F: 3 clusters Score -6508897 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -6508945.500000 Penalty: 5513.747070
	Iteration 21Q: 3 clusters Score -6508946 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59489 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -6509011.000000 Penalty: 5513.747070
	Iteration 22Q: 3 clusters Score -6509011 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -6508996.500000 Penalty: 5513.747070
	Iteration 23Q: 3 clusters Score -6508996 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59817 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -6509001.500000 Penalty: 5513.747070
	Iteration 24Q: 3 clusters Score -6509002 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -6509027.000000 Penalty: 5513.747070
	Iteration 25Q: 3 clusters Score -6509027 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -6509068.000000 Penalty: 5513.747070
	Iteration 26Q: 3 clusters Score -6509068 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -6509078.500000 Penalty: 5513.747070
	Iteration 27Q: 3 clusters Score -6509078 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60127 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -6509086.000000 Penalty: 5513.747070
	Iteration 28Q: 3 clusters Score -6509086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -6509089.500000 Penalty: 5513.747070
	Iteration 29Q: 3 clusters Score -6509090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -6509083.000000 Penalty: 5513.747070
	Iteration 30Q: 3 clusters Score -6509083 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -6509089.000000 Penalty: 5513.747070
	Iteration 31Q: 3 clusters Score -6509089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -6509095.500000 Penalty: 5513.747070
	Iteration 32Q: 3 clusters Score -6509096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60291 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -6509095.500000 Penalty: 5513.747070
	Iteration 33Q: 3 clusters Score -6509096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -6509088.500000 Penalty: 5513.747070
	Iteration 34Q: 3 clusters Score -6509088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60351 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -6509080.500000 Penalty: 5513.747070
	Iteration 35Q: 3 clusters Score -6509080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -6509069.500000 Penalty: 5513.747070
	Iteration 36Q: 3 clusters Score -6509070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -6509060.500000 Penalty: 5513.747070
	Iteration 37Q: 3 clusters Score -6509060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -6509055.000000 Penalty: 5513.747070
	Iteration 38Q: 3 clusters Score -6509055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60436 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -6509060.000000 Penalty: 5513.747070
	Iteration 39Q: 3 clusters Score -6509060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -6509070.500000 Penalty: 5513.747070
	Iteration 40F: 3 clusters Score -6509070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -6509081.000000 Penalty: 5513.747070
	Iteration 41Q: 3 clusters Score -6509081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -6509082.000000 Penalty: 5513.747070
	Iteration 42Q: 3 clusters Score -6509082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -6509079.000000 Penalty: 5513.747070
	Iteration 43Q: 3 clusters Score -6509079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60489 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -6509071.000000 Penalty: 5513.747070
	Iteration 44Q: 3 clusters Score -6509071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -6509069.000000 Penalty: 5513.747070
	Iteration 45Q: 3 clusters Score -6509069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60501 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -6509080.500000 Penalty: 5513.747070
	Iteration 46Q: 3 clusters Score -6509080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60508 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -6509080.500000 Penalty: 5513.747070
	Iteration 47Q: 3 clusters Score -6509080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60513 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -6509085.500000 Penalty: 5513.747070
	Iteration 48Q: 3 clusters Score -6509086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -6509087.000000 Penalty: 5513.747070
	Iteration 49Q: 3 clusters Score -6509087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -6509081.500000 Penalty: 5513.747070
	Iteration 50Q: 3 clusters Score -6509082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -6509077.000000 Penalty: 5513.747070
	Iteration 51Q: 3 clusters Score -6509077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -6509077.500000 Penalty: 5513.747070
	Iteration 52Q: 3 clusters Score -6509078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -6509087.500000 Penalty: 5513.747070
	Iteration 53Q: 3 clusters Score -6509088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -6509087.500000 Penalty: 5513.747070
	Iteration 54F: 3 clusters Score -6509088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 39357 members 
Mstep: Class 5 contains 11513 members 
Mstep: Class 6 contains 108793 members 
Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 232312 members 
Mstep: Class 9 contains 96421 members 
Mstep: Class 10 contains 13890 members 
Mstep: Class 11 contains 7657 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 7939 members 
Mstep: Class 14 contains 313497 members 
Mstep: Class 15 contains 229044 members 
Mstep: Class 16 contains 6570 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 36348 members 
Mstep: Class 19 contains 10902 members 
Mstep: Class 20 contains 67267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157579248.000000 Penalty: 95950.632812
Iteration 39Q: 28 clusters Score -1.575792e+08 nChanged 19281
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 9092 members 
Mstep: Class 3 contains 38636 members 
Mstep: Class 4 contains 5850 members 
Mstep: Class 5 contains 11886 members 
Mstep: Class 6 contains 108599 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 232228 members 
Mstep: Class 9 contains 97031 members 
Mstep: Class 10 contains 14061 members 
Mstep: Class 11 contains 7824 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 8289 members 
Mstep: Class 14 contains 313467 members 
Mstep: Class 15 contains 229193 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 7828 members 
Mstep: Class 18 contains 36387 members 
Mstep: Class 19 contains 11641 members 
Mstep: Class 20 contains 67449 members 
Mstep: Class 21 contains 103813 members 
Mstep: Class 22 contains 1013 members 
Mstep: Class 23 contains 12036 members 
Mstep: Class 24 contains 239052 members 
Mstep: Class 25 contains 5946 members 
Mstep: Class 26 contains 6696 members 
Mstep: Class 27 contains 75102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157589920.000000 Penalty: 95950.632812
Iteration 40F: 28 clusters Score -1.575899e+08 nChanged 16998
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 9521 members 
Mstep: Class 3 contains 35638 members 
Mstep: Class 4 contains 6125 members 
Mstep: Class 5 contains 12064 members 
Mstep: Class 6 contains 107847 members 
Mstep: Class 7 contains 5018 members 
Mstep: Class 8 contains 231524 members 
Mstep: Class 9 contains 96741 members 
Mstep: Class 10 contains 14082 members 
Mstep: Class 11 contains 8187 members 
Mstep: Class 12 contains 7614 members 
Mstep: Class 13 contains 8694 members 
Mstep: Class 14 contains 313090 members 
Mstep: Class 15 contains 228737 members 
Mstep: Class 16 contains 7081 members 
Mstep: Class 17 contains 8041 members 
Mstep: Class 18 contains 35655 members 
Mstep: Class 19 contains 12038 members 
Mstep: Class 20 contains 67352 members 
Mstep: Class 21 contains 108091 members 
Mstep: Class 22 contains 1209 members 
Mstep: Class 23 contains 12316 members 
Mstep: Class 24 contains 238521 members 
Mstep: Class 25 contains 6218 members 
Mstep: Class 26 contains 6838 members 
Mstep: Class 27 contains 73229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157595440.000000 Penalty: 95950.632812
Iteration 41Q: 28 clusters Score -1.575954e+08 nChanged 12123
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 10028 members 
Mstep: Class 3 contains 33236 members 
Mstep: Class 4 contains 6326 members 
Mstep: Class 5 contains 12200 members 
Mstep: Class 6 contains 107362 members 
Mstep: Class 7 contains 5469 members 
Mstep: Class 8 contains 231184 members 
Mstep: Class 9 contains 96728 members 
Mstep: Class 10 contains 14179 members 
Mstep: Class 11 contains 8454 members 
Mstep: Class 12 contains 7643 members 
Mstep: Class 13 contains 9139 members 
Mstep: Class 14 contains 312828 members 
Mstep: Class 15 contains 228310 members 
Mstep: Class 16 contains 7313 members 
Mstep: Class 17 contains 8258 members 
Mstep: Class 18 contains 34951 members 
Mstep: Class 19 contains 12417 members 
Mstep: Class 20 contains 67270 members 
Mstep: Class 21 contains 111124 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 12532 members 
Mstep: Class 24 contains 238178 members 
Mstep: Class 25 contains 6438 members 
Mstep: Class 26 contains 6950 members 
Mstep: Class 27 contains 71063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157599504.000000 Penalty: 95950.632812
Iteration 42Q: 28 clusters Score -1.575995e+08 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 10544 members 
Mstep: Class 3 contains 31202 members 
Mstep: Class 4 contains 6466 members 
Mstep: Class 5 contains 12309 members 
Mstep: Class 6 contains 107030 members 
Mstep: Class 7 contains 5794 members 
Mstep: Class 8 contains 230999 members 
Mstep: Class 9 contains 96758 members 
Mstep: Class 10 contains 14245 members 
Mstep: Class 11 contains 8664 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 9624 members 
Mstep: Class 14 contains 312645 members 
Mstep: Class 15 contains 227968 members 
Mstep: Class 16 contains 7547 members 
Mstep: Class 17 contains 8475 members 
Mstep: Class 18 contains 34243 members 
Mstep: Class 19 contains 12754 members 
Mstep: Class 20 contains 67191 members 
Mstep: Class 21 contains 113598 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 12773 members 
Mstep: Class 24 contains 237946 members 
Mstep: Class 25 contains 6612 members 
Mstep: Class 26 contains 7040 members 
Mstep: Class 27 contains 68828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157603616.000000 Penalty: 95950.632812
Iteration 43Q: 28 clusters Score -1.576036e+08 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 11025 members 
Mstep: Class 3 contains 29435 members 
Mstep: Class 4 contains 6611 members 
Mstep: Class 5 contains 12394 members 
Mstep: Class 6 contains 106753 members 
Mstep: Class 7 contains 6064 members 
Mstep: Class 8 contains 230895 members 
Mstep: Class 9 contains 96796 members 
Mstep: Class 10 contains 14308 members 
Mstep: Class 11 contains 8802 members 
Mstep: Class 12 contains 7682 members 
Mstep: Class 13 contains 10065 members 
Mstep: Class 14 contains 312558 members 
Mstep: Class 15 contains 227618 members 
Mstep: Class 16 contains 7807 members 
Mstep: Class 17 contains 8743 members 
Mstep: Class 18 contains 33595 members 
Mstep: Class 19 contains 13035 members 
Mstep: Class 20 contains 67128 members 
Mstep: Class 21 contains 115736 members 
Mstep: Class 22 contains 1666 members 
Mstep: Class 23 contains 13015 members 
Mstep: Class 24 contains 237738 members 
Mstep: Class 25 contains 6769 members 
Mstep: Class 26 contains 7132 members 
Mstep: Class 27 contains 66610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157608176.000000 Penalty: 95950.632812
Iteration 44Q: 28 clusters Score -1.576082e+08 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 27995 members 
Mstep: Class 4 contains 6757 members 
Mstep: Class 5 contains 12494 members 
Mstep: Class 6 contains 106547 members 
Mstep: Class 7 contains 6298 members 
Mstep: Class 8 contains 230784 members 
Mstep: Class 9 contains 96849 members 
Mstep: Class 10 contains 14435 members 
Mstep: Class 11 contains 8890 members 
Mstep: Class 12 contains 7696 members 
Mstep: Class 13 contains 10436 members 
Mstep: Class 14 contains 312484 members 
Mstep: Class 15 contains 227204 members 
Mstep: Class 16 contains 8069 members 
Mstep: Class 17 contains 9059 members 
Mstep: Class 18 contains 33000 members 
Mstep: Class 19 contains 13272 members 
Mstep: Class 20 contains 67099 members 
Mstep: Class 21 contains 117502 members 
Mstep: Class 22 contains 1785 members 
Mstep: Class 23 contains 13233 members 
Mstep: Class 24 contains 237603 members 
Mstep: Class 25 contains 6911 members 
Mstep: Class 26 contains 7205 members 
Mstep: Class 27 contains 64510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157611792.000000 Penalty: 95950.632812
Iteration 45Q: 28 clusters Score -1.576118e+08 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 26682 members 
Mstep: Class 4 contains 6904 members 
Mstep: Class 5 contains 12579 members 
Mstep: Class 6 contains 106389 members 
Mstep: Class 7 contains 6485 members 
Mstep: Class 8 contains 230685 members 
Mstep: Class 9 contains 96901 members 
Mstep: Class 10 contains 14588 members 
Mstep: Class 11 contains 8941 members 
Mstep: Class 12 contains 7699 members 
Mstep: Class 13 contains 10712 members 
Mstep: Class 14 contains 312437 members 
Mstep: Class 15 contains 226761 members 
Mstep: Class 16 contains 8306 members 
Mstep: Class 17 contains 9421 members 
Mstep: Class 18 contains 32484 members 
Mstep: Class 19 contains 13470 members 
Mstep: Class 20 contains 67071 members 
Mstep: Class 21 contains 119071 members 
Mstep: Class 22 contains 1886 members 
Mstep: Class 23 contains 13436 members 
Mstep: Class 24 contains 237494 members 
Mstep: Class 25 contains 7041 members 
Mstep: Class 26 contains 7283 members 
Mstep: Class 27 contains 62588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157614416.000000 Penalty: 95950.632812
Iteration 46Q: 28 clusters Score -1.576144e+08 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 12082 members 
Mstep: Class 3 contains 25580 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 12678 members 
Mstep: Class 6 contains 106253 members 
Mstep: Class 7 contains 6649 members 
Mstep: Class 8 contains 230613 members 
Mstep: Class 9 contains 96952 members 
Mstep: Class 10 contains 14758 members 
Mstep: Class 11 contains 8977 members 
Mstep: Class 12 contains 7708 members 
Mstep: Class 13 contains 10931 members 
Mstep: Class 14 contains 312423 members 
Mstep: Class 15 contains 226301 members 
Mstep: Class 16 contains 8528 members 
Mstep: Class 17 contains 9765 members 
Mstep: Class 18 contains 31983 members 
Mstep: Class 19 contains 13656 members 
Mstep: Class 20 contains 67066 members 
Mstep: Class 21 contains 120384 members 
Mstep: Class 22 contains 1965 members 
Mstep: Class 23 contains 13640 members 
Mstep: Class 24 contains 237436 members 
Mstep: Class 25 contains 7157 members 
Mstep: Class 26 contains 7328 members 
Mstep: Class 27 contains 60784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157617568.000000 Penalty: 95950.632812
Iteration 47Q: 28 clusters Score -1.576176e+08 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 12361 members 
Mstep: Class 3 contains 24644 members 
Mstep: Class 4 contains 7234 members 
Mstep: Class 5 contains 12766 members 
Mstep: Class 6 contains 106136 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 230570 members 
Mstep: Class 9 contains 96987 members 
Mstep: Class 10 contains 15008 members 
Mstep: Class 11 contains 9014 members 
Mstep: Class 12 contains 7718 members 
Mstep: Class 13 contains 11115 members 
Mstep: Class 14 contains 312379 members 
Mstep: Class 15 contains 225887 members 
Mstep: Class 16 contains 8743 members 
Mstep: Class 17 contains 10020 members 
Mstep: Class 18 contains 31552 members 
Mstep: Class 19 contains 13806 members 
Mstep: Class 20 contains 67042 members 
Mstep: Class 21 contains 121518 members 
Mstep: Class 22 contains 2023 members 
Mstep: Class 23 contains 13800 members 
Mstep: Class 24 contains 237386 members 
Mstep: Class 25 contains 7270 members 
Mstep: Class 26 contains 7369 members 
Mstep: Class 27 contains 59179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157619424.000000 Penalty: 95950.632812
Iteration 48Q: 28 clusters Score -1.576194e+08 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 12602 members 
Mstep: Class 3 contains 23873 members 
Mstep: Class 4 contains 7388 members 
Mstep: Class 5 contains 12827 members 
Mstep: Class 6 contains 106029 members 
Mstep: Class 7 contains 6868 members 
Mstep: Class 8 contains 230525 members 
Mstep: Class 9 contains 97021 members 
Mstep: Class 10 contains 15393 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 7724 members 
Mstep: Class 13 contains 11228 members 
Mstep: Class 14 contains 312341 members 
Mstep: Class 15 contains 225482 members 
Mstep: Class 16 contains 8929 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 31121 members 
Mstep: Class 19 contains 13947 members 
Mstep: Class 20 contains 67030 members 
Mstep: Class 21 contains 122522 members 
Mstep: Class 22 contains 2073 members 
Mstep: Class 23 contains 13943 members 
Mstep: Class 24 contains 237332 members 
Mstep: Class 25 contains 7363 members 
Mstep: Class 26 contains 7410 members 
Mstep: Class 27 contains 57679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157621056.000000 Penalty: 95950.632812
Iteration 49Q: 28 clusters Score -1.576211e+08 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 12825 members 
Mstep: Class 3 contains 23191 members 
Mstep: Class 4 contains 7583 members 
Mstep: Class 5 contains 12878 members 
Mstep: Class 6 contains 105936 members 
Mstep: Class 7 contains 6957 members 
Mstep: Class 8 contains 230488 members 
Mstep: Class 9 contains 97022 members 
Mstep: Class 10 contains 15731 members 
Mstep: Class 11 contains 9082 members 
Mstep: Class 12 contains 7735 members 
Mstep: Class 13 contains 11296 members 
Mstep: Class 14 contains 312266 members 
Mstep: Class 15 contains 225153 members 
Mstep: Class 16 contains 9135 members 
Mstep: Class 17 contains 10341 members 
Mstep: Class 18 contains 30671 members 
Mstep: Class 19 contains 14062 members 
Mstep: Class 20 contains 67013 members 
Mstep: Class 21 contains 123459 members 
Mstep: Class 22 contains 2122 members 
Mstep: Class 23 contains 14080 members 
Mstep: Class 24 contains 237291 members 
Mstep: Class 25 contains 7465 members 
Mstep: Class 26 contains 7447 members 
Mstep: Class 27 contains 56291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157621904.000000 Penalty: 95950.632812
Iteration 50Q: 28 clusters Score -1.576219e+08 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 13022 members 
Mstep: Class 3 contains 22638 members 
Mstep: Class 4 contains 7779 members 
Mstep: Class 5 contains 12927 members 
Mstep: Class 6 contains 105870 members 
Mstep: Class 7 contains 7056 members 
Mstep: Class 8 contains 230453 members 
Mstep: Class 9 contains 96954 members 
Mstep: Class 10 contains 16031 members 
Mstep: Class 11 contains 9110 members 
Mstep: Class 12 contains 7738 members 
Mstep: Class 13 contains 11349 members 
Mstep: Class 14 contains 312181 members 
Mstep: Class 15 contains 224887 members 
Mstep: Class 16 contains 9316 members 
Mstep: Class 17 contains 10432 members 
Mstep: Class 18 contains 30254 members 
Mstep: Class 19 contains 14168 members 
Mstep: Class 20 contains 67000 members 
Mstep: Class 21 contains 124252 members 
Mstep: Class 22 contains 2155 members 
Mstep: Class 23 contains 14218 members 
Mstep: Class 24 contains 237277 members 
Mstep: Class 25 contains 7571 members 
Mstep: Class 26 contains 7475 members 
Mstep: Class 27 contains 55010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157623136.000000 Penalty: 95950.632812
Iteration 51Q: 28 clusters Score -1.576231e+08 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 13188 members 
Mstep: Class 3 contains 22178 members 
Mstep: Class 4 contains 7935 members 
Mstep: Class 5 contains 12974 members 
Mstep: Class 6 contains 105804 members 
Mstep: Class 7 contains 7132 members 
Mstep: Class 8 contains 230433 members 
Mstep: Class 9 contains 96888 members 
Mstep: Class 10 contains 16316 members 
Mstep: Class 11 contains 9155 members 
Mstep: Class 12 contains 7746 members 
Mstep: Class 13 contains 11401 members 
Mstep: Class 14 contains 312100 members 
Mstep: Class 15 contains 224669 members 
Mstep: Class 16 contains 9470 members 
Mstep: Class 17 contains 10468 members 
Mstep: Class 18 contains 29783 members 
Mstep: Class 19 contains 14270 members 
Mstep: Class 20 contains 66979 members 
Mstep: Class 21 contains 124969 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 14344 members 
Mstep: Class 24 contains 237254 members 
Mstep: Class 25 contains 7652 members 
Mstep: Class 26 contains 7500 members 
Mstep: Class 27 contains 53911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157624688.000000 Penalty: 95950.632812
Iteration 52Q: 28 clusters Score -1.576247e+08 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 13343 members 
Mstep: Class 3 contains 21833 members 
Mstep: Class 4 contains 8043 members 
Mstep: Class 5 contains 13026 members 
Mstep: Class 6 contains 105722 members 
Mstep: Class 7 contains 7206 members 
Mstep: Class 8 contains 230414 members 
Mstep: Class 9 contains 96812 members 
Mstep: Class 10 contains 16605 members 
Mstep: Class 11 contains 9191 members 
Mstep: Class 12 contains 7761 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 311998 members 
Mstep: Class 15 contains 224469 members 
Mstep: Class 16 contains 9600 members 
Mstep: Class 17 contains 10475 members 
Mstep: Class 18 contains 29328 members 
Mstep: Class 19 contains 14365 members 
Mstep: Class 20 contains 66960 members 
Mstep: Class 21 contains 125595 members 
Mstep: Class 22 contains 2214 members 
Mstep: Class 23 contains 14454 members 
Mstep: Class 24 contains 237233 members 
Mstep: Class 25 contains 7746 members 
Mstep: Class 26 contains 7519 members 
Mstep: Class 27 contains 52934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157625904.000000 Penalty: 95950.632812
Iteration 53Q: 28 clusters Score -1.576259e+08 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 13492 members 
Mstep: Class 3 contains 21535 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 13111 members 
Mstep: Class 6 contains 105654 members 
Mstep: Class 7 contains 7291 members 
Mstep: Class 8 contains 230376 members 
Mstep: Class 9 contains 96757 members 
Mstep: Class 10 contains 16808 members 
Mstep: Class 11 contains 9218 members 
Mstep: Class 12 contains 7771 members 
Mstep: Class 13 contains 11441 members 
Mstep: Class 14 contains 311940 members 
Mstep: Class 15 contains 224317 members 
Mstep: Class 16 contains 9745 members 
Mstep: Class 17 contains 10488 members 
Mstep: Class 18 contains 28882 members 
Mstep: Class 19 contains 14442 members 
Mstep: Class 20 contains 66959 members 
Mstep: Class 21 contains 126083 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 237245 members 
Mstep: Class 25 contains 7833 members 
Mstep: Class 26 contains 7529 members 
Mstep: Class 27 contains 52053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157626800.000000 Penalty: 95950.632812
Iteration 54Q: 28 clusters Score -1.576268e+08 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 13592 members 
Mstep: Class 3 contains 21236 members 
Mstep: Class 4 contains 8226 members 
Mstep: Class 5 contains 13219 members 
Mstep: Class 6 contains 105595 members 
Mstep: Class 7 contains 7334 members 
Mstep: Class 8 contains 230348 members 
Mstep: Class 9 contains 96717 members 
Mstep: Class 10 contains 16948 members 
Mstep: Class 11 contains 9255 members 
Mstep: Class 12 contains 7778 members 
Mstep: Class 13 contains 11443 members 
Mstep: Class 14 contains 311925 members 
Mstep: Class 15 contains 224195 members 
Mstep: Class 16 contains 9849 members 
Mstep: Class 17 contains 10498 members 
Mstep: Class 18 contains 28439 members 
Mstep: Class 19 contains 14538 members 
Mstep: Class 20 contains 66959 members 
Mstep: Class 21 contains 126562 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 14640 members 
Mstep: Class 24 contains 237266 members 
Mstep: Class 25 contains 7919 members 
Mstep: Class 26 contains 7531 members 
Mstep: Class 27 contains 51282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157627760.000000 Penalty: 95950.632812
Iteration 55Q: 28 clusters Score -1.576278e+08 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 13646 members 
Mstep: Class 3 contains 20947 members 
Mstep: Class 4 contains 8307 members 
Mstep: Class 5 contains 13378 members 
Mstep: Class 6 contains 105542 members 
Mstep: Class 7 contains 7359 members 
Mstep: Class 8 contains 230300 members 
Mstep: Class 9 contains 96719 members 
Mstep: Class 10 contains 17070 members 
Mstep: Class 11 contains 9282 members 
Mstep: Class 12 contains 7781 members 
Mstep: Class 13 contains 11425 members 
Mstep: Class 14 contains 311900 members 
Mstep: Class 15 contains 224100 members 
Mstep: Class 16 contains 9953 members 
Mstep: Class 17 contains 10507 members 
Mstep: Class 18 contains 27980 members 
Mstep: Class 19 contains 14588 members 
Mstep: Class 20 contains 66959 members 
Mstep: Class 21 contains 126996 members 
Mstep: Class 22 contains 2324 members 
Mstep: Class 23 contains 14720 members 
Mstep: Class 24 contains 237295 members 
Mstep: Class 25 contains 7995 members 
Mstep: Class 26 contains 7548 members 
Mstep: Class 27 contains 50671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157628528.000000 Penalty: 95950.632812
Iteration 56Q: 28 clusters Score -1.576285e+08 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 13698 members 
Mstep: Class 3 contains 20723 members 
Mstep: Class 4 contains 8354 members 
Mstep: Class 5 contains 13542 members 
Mstep: Class 6 contains 105476 members 
Mstep: Class 7 contains 7392 members 
Mstep: Class 8 contains 230206 members 
Mstep: Class 9 contains 96732 members 
Mstep: Class 10 contains 17183 members 
Mstep: Class 11 contains 9309 members 
Mstep: Class 12 contains 7788 members 
Mstep: Class 13 contains 11432 members 
Mstep: Class 14 contains 311852 members 
Mstep: Class 15 contains 224013 members 
Mstep: Class 16 contains 10040 members 
Mstep: Class 17 contains 10514 members 
Mstep: Class 18 contains 27510 members 
Mstep: Class 19 contains 14606 members 
Mstep: Class 20 contains 66952 members 
Mstep: Class 21 contains 127425 members 
Mstep: Class 22 contains 2355 members 
Mstep: Class 23 contains 14791 members 
Mstep: Class 24 contains 237319 members 
Mstep: Class 25 contains 8067 members 
Mstep: Class 26 contains 7564 members 
Mstep: Class 27 contains 50154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157628768.000000 Penalty: 95950.632812
Iteration 57Q: 28 clusters Score -1.576288e+08 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 13774 members 
Mstep: Class 3 contains 20552 members 
Mstep: Class 4 contains 8393 members 
Mstep: Class 5 contains 13732 members 
Mstep: Class 6 contains 105421 members 
Mstep: Class 7 contains 7408 members 
Mstep: Class 8 contains 230135 members 
Mstep: Class 9 contains 96706 members 
Mstep: Class 10 contains 17262 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 11430 members 
Mstep: Class 14 contains 311833 members 
Mstep: Class 15 contains 223938 members 
Mstep: Class 16 contains 10132 members 
Mstep: Class 17 contains 10511 members 
Mstep: Class 18 contains 27046 members 
Mstep: Class 19 contains 14625 members 
Mstep: Class 20 contains 66957 members 
Mstep: Class 21 contains 127726 members 
Mstep: Class 22 contains 2379 members 
Mstep: Class 23 contains 14870 members 
Mstep: Class 24 contains 237341 members 
Mstep: Class 25 contains 8123 members 
Mstep: Class 26 contains 7564 members 
Mstep: Class 27 contains 49701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157630032.000000 Penalty: 95950.632812
Iteration 58Q: 28 clusters Score -1.5763e+08 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 13821 members 
Mstep: Class 3 contains 20494 members 
Mstep: Class 4 contains 8435 members 
Mstep: Class 5 contains 13952 members 
Mstep: Class 6 contains 105361 members 
Mstep: Class 7 contains 7434 members 
Mstep: Class 8 contains 230031 members 
Mstep: Class 9 contains 96665 members 
Mstep: Class 10 contains 17326 members 
Mstep: Class 11 contains 9368 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 11443 members 
Mstep: Class 14 contains 311782 members 
Mstep: Class 15 contains 223878 members 
Mstep: Class 16 contains 10222 members 
Mstep: Class 17 contains 10501 members 
Mstep: Class 18 contains 26601 members 
Mstep: Class 19 contains 14653 members 
Mstep: Class 20 contains 66961 members 
Mstep: Class 21 contains 127979 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 14932 members 
Mstep: Class 24 contains 237358 members 
Mstep: Class 25 contains 8178 members 
Mstep: Class 26 contains 7580 members 
Mstep: Class 27 contains 49265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157631120.000000 Penalty: 95950.632812
Iteration 59Q: 28 clusters Score -1.576311e+08 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 13852 members 
Mstep: Class 3 contains 20551 members 
Mstep: Class 4 contains 8488 members 
Mstep: Class 5 contains 14178 members 
Mstep: Class 6 contains 105295 members 
Mstep: Class 7 contains 7458 members 
Mstep: Class 8 contains 229939 members 
Mstep: Class 9 contains 96648 members 
Mstep: Class 10 contains 17385 members 
Mstep: Class 11 contains 9393 members 
Mstep: Class 12 contains 7800 members 
Mstep: Class 13 contains 11456 members 
Mstep: Class 14 contains 311731 members 
Mstep: Class 15 contains 223828 members 
Mstep: Class 16 contains 10289 members 
Mstep: Class 17 contains 10507 members 
Mstep: Class 18 contains 26158 members 
Mstep: Class 19 contains 14652 members 
Mstep: Class 20 contains 66961 members 
Mstep: Class 21 contains 128093 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 14982 members 
Mstep: Class 24 contains 237378 members 
Mstep: Class 25 contains 8219 members 
Mstep: Class 26 contains 7595 members 
Mstep: Class 27 contains 48933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157632704.000000 Penalty: 95950.632812
Iteration 60F: 28 clusters Score -1.576327e+08 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 13951 members 
Mstep: Class 3 contains 20774 members 
Mstep: Class 4 contains 8541 members 
Mstep: Class 5 contains 14366 members 
Mstep: Class 6 contains 105210 members 
Mstep: Class 7 contains 7486 members 
Mstep: Class 8 contains 229826 members 
Mstep: Class 9 contains 96583 members 
Mstep: Class 10 contains 17467 members 
Mstep: Class 11 contains 9434 members 
Mstep: Class 12 contains 7803 members 
Mstep: Class 13 contains 11836 members 
Mstep: Class 14 contains 311653 members 
Mstep: Class 15 contains 223605 members 
Mstep: Class 16 contains 10368 members 
Mstep: Class 17 contains 10676 members 
Mstep: Class 18 contains 25615 members 
Mstep: Class 19 contains 14620 members 
Mstep: Class 20 contains 66972 members 
Mstep: Class 21 contains 128180 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 15026 members 
Mstep: Class 24 contains 237385 members 
Mstep: Class 25 contains 8278 members 
Mstep: Class 26 contains 7617 members 
Mstep: Class 27 contains 48190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157635168.000000 Penalty: 95950.632812
Iteration 61Q: 28 clusters Score -1.576352e+08 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 14074 members 
Mstep: Class 3 contains 21054 members 
Mstep: Class 4 contains 8587 members 
Mstep: Class 5 contains 14524 members 
Mstep: Class 6 contains 105102 members 
Mstep: Class 7 contains 7517 members 
Mstep: Class 8 contains 229757 members 
Mstep: Class 9 contains 96491 members 
Mstep: Class 10 contains 17534 members 
Mstep: Class 11 contains 9498 members 
Mstep: Class 12 contains 7808 members 
Mstep: Class 13 contains 12147 members 
Mstep: Class 14 contains 311643 members 
Mstep: Class 15 contains 223375 members 
Mstep: Class 16 contains 10466 members 
Mstep: Class 17 contains 10801 members 
Mstep: Class 18 contains 25036 members 
Mstep: Class 19 contains 14615 members 
Mstep: Class 20 contains 66993 members 
Mstep: Class 21 contains 128256 members 
Mstep: Class 22 contains 2692 members 
Mstep: Class 23 contains 15071 members 
Mstep: Class 24 contains 237342 members 
Mstep: Class 25 contains 8326 members 
Mstep: Class 26 contains 7658 members 
Mstep: Class 27 contains 47464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157636464.000000 Penalty: 95950.632812
Iteration 62Q: 28 clusters Score -1.576365e+08 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 14147 members 
Mstep: Class 3 contains 21403 members 
Mstep: Class 4 contains 8616 members 
Mstep: Class 5 contains 14697 members 
Mstep: Class 6 contains 105007 members 
Mstep: Class 7 contains 7543 members 
Mstep: Class 8 contains 229656 members 
Mstep: Class 9 contains 96438 members 
Mstep: Class 10 contains 17623 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 12 contains 7807 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 311637 members 
Mstep: Class 15 contains 223168 members 
Mstep: Class 16 contains 10550 members 
Mstep: Class 17 contains 10922 members 
Mstep: Class 18 contains 24415 members 
Mstep: Class 19 contains 14622 members 
Mstep: Class 20 contains 67023 members 
Mstep: Class 21 contains 128287 members 
Mstep: Class 22 contains 2804 members 
Mstep: Class 23 contains 15098 members 
Mstep: Class 24 contains 237307 members 
Mstep: Class 25 contains 8371 members 
Mstep: Class 26 contains 7732 members 
Mstep: Class 27 contains 46799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637216.000000 Penalty: 95950.632812
Iteration 63Q: 28 clusters Score -1.576372e+08 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 14200 members 
Mstep: Class 3 contains 21779 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 104916 members 
Mstep: Class 7 contains 7573 members 
Mstep: Class 8 contains 229600 members 
Mstep: Class 9 contains 96359 members 
Mstep: Class 10 contains 17671 members 
Mstep: Class 11 contains 9615 members 
Mstep: Class 12 contains 7806 members 
Mstep: Class 13 contains 12635 members 
Mstep: Class 14 contains 311645 members 
Mstep: Class 15 contains 223007 members 
Mstep: Class 16 contains 10630 members 
Mstep: Class 17 contains 10986 members 
Mstep: Class 18 contains 23777 members 
Mstep: Class 19 contains 14680 members 
Mstep: Class 20 contains 67040 members 
Mstep: Class 21 contains 128325 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 15127 members 
Mstep: Class 24 contains 237250 members 
Mstep: Class 25 contains 8407 members 
Mstep: Class 26 contains 7805 members 
Mstep: Class 27 contains 46202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157638768.000000 Penalty: 95950.632812
Iteration 64Q: 28 clusters Score -1.576388e+08 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 14219 members 
Mstep: Class 3 contains 22157 members 
Mstep: Class 4 contains 8716 members 
Mstep: Class 5 contains 15023 members 
Mstep: Class 6 contains 104853 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 229568 members 
Mstep: Class 9 contains 96275 members 
Mstep: Class 10 contains 17722 members 
Mstep: Class 11 contains 9669 members 
Mstep: Class 12 contains 7810 members 
Mstep: Class 13 contains 12805 members 
Mstep: Class 14 contains 311676 members 
Mstep: Class 15 contains 222863 members 
Mstep: Class 16 contains 10707 members 
Mstep: Class 17 contains 11051 members 
Mstep: Class 18 contains 23194 members 
Mstep: Class 19 contains 14719 members 
Mstep: Class 20 contains 67074 members 
Mstep: Class 21 contains 128363 members 
Mstep: Class 22 contains 2951 members 
Mstep: Class 23 contains 15161 members 
Mstep: Class 24 contains 237198 members 
Mstep: Class 25 contains 8434 members 
Mstep: Class 26 contains 7879 members 
Mstep: Class 27 contains 45632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157639920.000000 Penalty: 95950.632812
Iteration 65Q: 28 clusters Score -1.576399e+08 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 14210 members 
Mstep: Class 3 contains 22545 members 
Mstep: Class 4 contains 8759 members 
Mstep: Class 5 contains 15134 members 
Mstep: Class 6 contains 104790 members 
Mstep: Class 7 contains 7631 members 
Mstep: Class 8 contains 229519 members 
Mstep: Class 9 contains 96205 members 
Mstep: Class 10 contains 17738 members 
Mstep: Class 11 contains 9720 members 
Mstep: Class 12 contains 7809 members 
Mstep: Class 13 contains 12932 members 
Mstep: Class 14 contains 311722 members 
Mstep: Class 15 contains 222742 members 
Mstep: Class 16 contains 10768 members 
Mstep: Class 17 contains 11109 members 
Mstep: Class 18 contains 22602 members 
Mstep: Class 19 contains 14780 members 
Mstep: Class 20 contains 67107 members 
Mstep: Class 21 contains 128422 members 
Mstep: Class 22 contains 3024 members 
Mstep: Class 23 contains 15193 members 
Mstep: Class 24 contains 237119 members 
Mstep: Class 25 contains 8461 members 
Mstep: Class 26 contains 7967 members 
Mstep: Class 27 contains 45135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157640608.000000 Penalty: 95950.632812
Iteration 66Q: 28 clusters Score -1.576406e+08 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 14187 members 
Mstep: Class 3 contains 22869 members 
Mstep: Class 4 contains 8791 members 
Mstep: Class 5 contains 15242 members 
Mstep: Class 6 contains 104727 members 
Mstep: Class 7 contains 7669 members 
Mstep: Class 8 contains 229479 members 
Mstep: Class 9 contains 96157 members 
Mstep: Class 10 contains 17763 members 
Mstep: Class 11 contains 9766 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 13051 members 
Mstep: Class 14 contains 311752 members 
Mstep: Class 15 contains 222651 members 
Mstep: Class 16 contains 10828 members 
Mstep: Class 17 contains 11157 members 
Mstep: Class 18 contains 22020 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 67131 members 
Mstep: Class 21 contains 128499 members 
Mstep: Class 22 contains 3079 members 
Mstep: Class 23 contains 15235 members 
Mstep: Class 24 contains 237020 members 
Mstep: Class 25 contains 8491 members 
Mstep: Class 26 contains 8085 members 
Mstep: Class 27 contains 44705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157641152.000000 Penalty: 95950.632812
Iteration 67Q: 28 clusters Score -1.576412e+08 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 14117 members 
Mstep: Class 3 contains 23102 members 
Mstep: Class 4 contains 8851 members 
Mstep: Class 5 contains 15291 members 
Mstep: Class 6 contains 104671 members 
Mstep: Class 7 contains 7704 members 
Mstep: Class 8 contains 229477 members 
Mstep: Class 9 contains 96148 members 
Mstep: Class 10 contains 17781 members 
Mstep: Class 11 contains 9834 members 
Mstep: Class 12 contains 7819 members 
Mstep: Class 13 contains 13108 members 
Mstep: Class 14 contains 311786 members 
Mstep: Class 15 contains 222552 members 
Mstep: Class 16 contains 10882 members 
Mstep: Class 17 contains 11227 members 
Mstep: Class 18 contains 21467 members 
Mstep: Class 19 contains 14879 members 
Mstep: Class 20 contains 67148 members 
Mstep: Class 21 contains 128604 members 
Mstep: Class 22 contains 3130 members 
Mstep: Class 23 contains 15265 members 
Mstep: Class 24 contains 236948 members 
Mstep: Class 25 contains 8527 members 
Mstep: Class 26 contains 8225 members 
Mstep: Class 27 contains 44344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157641792.000000 Penalty: 95950.632812
Iteration 68Q: 28 clusters Score -1.576418e+08 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 14068 members 
Mstep: Class 3 contains 23276 members 
Mstep: Class 4 contains 8917 members 
Mstep: Class 5 contains 15368 members 
Mstep: Class 6 contains 104612 members 
Mstep: Class 7 contains 7739 members 
Mstep: Class 8 contains 229460 members 
Mstep: Class 9 contains 96159 members 
Mstep: Class 10 contains 17807 members 
Mstep: Class 11 contains 9877 members 
Mstep: Class 12 contains 7821 members 
Mstep: Class 13 contains 13162 members 
Mstep: Class 14 contains 311803 members 
Mstep: Class 15 contains 222472 members 
Mstep: Class 16 contains 10918 members 
Mstep: Class 17 contains 11281 members 
Mstep: Class 18 contains 20945 members 
Mstep: Class 19 contains 14919 members 
Mstep: Class 20 contains 67170 members 
Mstep: Class 21 contains 128699 members 
Mstep: Class 22 contains 3182 members 
Mstep: Class 23 contains 15300 members 
Mstep: Class 24 contains 236891 members 
Mstep: Class 25 contains 8539 members 
Mstep: Class 26 contains 8356 members 
Mstep: Class 27 contains 44046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157642176.000000 Penalty: 95950.632812
Iteration 69Q: 28 clusters Score -1.576422e+08 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 14008 members 
Mstep: Class 3 contains 23427 members 
Mstep: Class 4 contains 8962 members 
Mstep: Class 5 contains 15413 members 
Mstep: Class 6 contains 104551 members 
Mstep: Class 7 contains 7771 members 
Mstep: Class 8 contains 229430 members 
Mstep: Class 9 contains 96179 members 
Mstep: Class 10 contains 17832 members 
Mstep: Class 11 contains 9912 members 
Mstep: Class 12 contains 7824 members 
Mstep: Class 13 contains 13197 members 
Mstep: Class 14 contains 311818 members 
Mstep: Class 15 contains 222383 members 
Mstep: Class 16 contains 10966 members 
Mstep: Class 17 contains 11328 members 
Mstep: Class 18 contains 20456 members 
Mstep: Class 19 contains 14966 members 
Mstep: Class 20 contains 67188 members 
Mstep: Class 21 contains 128806 members 
Mstep: Class 22 contains 3219 members 
Mstep: Class 23 contains 15355 members 
Mstep: Class 24 contains 236829 members 
Mstep: Class 25 contains 8565 members 
Mstep: Class 26 contains 8492 members 
Mstep: Class 27 contains 43788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157642688.000000 Penalty: 95950.632812
Iteration 70Q: 28 clusters Score -1.576427e+08 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 13914 members 
Mstep: Class 3 contains 23528 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 15449 members 
Mstep: Class 6 contains 104490 members 
Mstep: Class 7 contains 7792 members 
Mstep: Class 8 contains 229405 members 
Mstep: Class 9 contains 96215 members 
Mstep: Class 10 contains 17844 members 
Mstep: Class 11 contains 9953 members 
Mstep: Class 12 contains 7826 members 
Mstep: Class 13 contains 13212 members 
Mstep: Class 14 contains 311820 members 
Mstep: Class 15 contains 222315 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 11396 members 
Mstep: Class 18 contains 20062 members 
Mstep: Class 19 contains 14994 members 
Mstep: Class 20 contains 67208 members 
Mstep: Class 21 contains 128917 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 15402 members 
Mstep: Class 24 contains 236778 members 
Mstep: Class 25 contains 8593 members 
Mstep: Class 26 contains 8611 members 
Mstep: Class 27 contains 43574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157643040.000000 Penalty: 95950.632812
Iteration 71Q: 28 clusters Score -1.57643e+08 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 13835 members 
Mstep: Class 3 contains 23602 members 
Mstep: Class 4 contains 9090 members 
Mstep: Class 5 contains 15472 members 
Mstep: Class 6 contains 104445 members 
Mstep: Class 7 contains 7810 members 
Mstep: Class 8 contains 229378 members 
Mstep: Class 9 contains 96246 members 
Mstep: Class 10 contains 17872 members 
Mstep: Class 11 contains 9981 members 
Mstep: Class 12 contains 7828 members 
Mstep: Class 13 contains 13206 members 
Mstep: Class 14 contains 311849 members 
Mstep: Class 15 contains 222266 members 
Mstep: Class 16 contains 11012 members 
Mstep: Class 17 contains 11457 members 
Mstep: Class 18 contains 19723 members 
Mstep: Class 19 contains 15009 members 
Mstep: Class 20 contains 67232 members 
Mstep: Class 21 contains 128990 members 
Mstep: Class 22 contains 3272 members 
Mstep: Class 23 contains 15448 members 
Mstep: Class 24 contains 236730 members 
Mstep: Class 25 contains 8619 members 
Mstep: Class 26 contains 8738 members 
Mstep: Class 27 contains 43380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157643248.000000 Penalty: 95950.632812
Iteration 72Q: 28 clusters Score -1.576432e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 23627 members 
Mstep: Class 4 contains 9174 members 
Mstep: Class 5 contains 15508 members 
Mstep: Class 6 contains 104392 members 
Mstep: Class 7 contains 7825 members 
Mstep: Class 8 contains 229337 members 
Mstep: Class 9 contains 96259 members 
Mstep: Class 10 contains 17901 members 
Mstep: Class 11 contains 10011 members 
Mstep: Class 12 contains 7830 members 
Mstep: Class 13 contains 13177 members 
Mstep: Class 14 contains 311893 members 
Mstep: Class 15 contains 222204 members 
Mstep: Class 16 contains 11026 members 
Mstep: Class 17 contains 11515 members 
Mstep: Class 18 contains 19439 members 
Mstep: Class 19 contains 15037 members 
Mstep: Class 20 contains 67253 members 
Mstep: Class 21 contains 129055 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 15470 members 
Mstep: Class 24 contains 236680 members 
Mstep: Class 25 contains 8644 members 
Mstep: Class 26 contains 8878 members 
Mstep: Class 27 contains 43220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157643984.000000 Penalty: 95950.632812
Iteration 73Q: 28 clusters Score -1.57644e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 13666 members 
Mstep: Class 3 contains 23637 members 
Mstep: Class 4 contains 9265 members 
Mstep: Class 5 contains 15525 members 
Mstep: Class 6 contains 104315 members 
Mstep: Class 7 contains 7842 members 
Mstep: Class 8 contains 229303 members 
Mstep: Class 9 contains 96273 members 
Mstep: Class 10 contains 17925 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 13138 members 
Mstep: Class 14 contains 311916 members 
Mstep: Class 15 contains 222157 members 
Mstep: Class 16 contains 11043 members 
Mstep: Class 17 contains 11567 members 
Mstep: Class 18 contains 19208 members 
Mstep: Class 19 contains 15061 members 
Mstep: Class 20 contains 67262 members 
Mstep: Class 21 contains 129135 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 15485 members 
Mstep: Class 24 contains 236648 members 
Mstep: Class 25 contains 8673 members 
Mstep: Class 26 contains 8988 members 
Mstep: Class 27 contains 43079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157644528.000000 Penalty: 95950.632812
Iteration 74Q: 28 clusters Score -1.576445e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 13583 members 
Mstep: Class 3 contains 23629 members 
Mstep: Class 4 contains 9352 members 
Mstep: Class 5 contains 15547 members 
Mstep: Class 6 contains 104235 members 
Mstep: Class 7 contains 7857 members 
Mstep: Class 8 contains 229273 members 
Mstep: Class 9 contains 96289 members 
Mstep: Class 10 contains 17935 members 
Mstep: Class 11 contains 10065 members 
Mstep: Class 12 contains 7840 members 
Mstep: Class 13 contains 13101 members 
Mstep: Class 14 contains 311922 members 
Mstep: Class 15 contains 222140 members 
Mstep: Class 16 contains 11044 members 
Mstep: Class 17 contains 11608 members 
Mstep: Class 18 contains 19022 members 
Mstep: Class 19 contains 15085 members 
Mstep: Class 20 contains 67262 members 
Mstep: Class 21 contains 129207 members 
Mstep: Class 22 contains 3361 members 
Mstep: Class 23 contains 15501 members 
Mstep: Class 24 contains 236627 members 
Mstep: Class 25 contains 8702 members 
Mstep: Class 26 contains 9085 members 
Mstep: Class 27 contains 42948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157644608.000000 Penalty: 95950.632812
Iteration 75Q: 28 clusters Score -1.576446e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 13503 members 
Mstep: Class 3 contains 23624 members 
Mstep: Class 4 contains 9439 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 104181 members 
Mstep: Class 7 contains 7870 members 
Mstep: Class 8 contains 229211 members 
Mstep: Class 9 contains 96309 members 
Mstep: Class 10 contains 17943 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 7845 members 
Mstep: Class 13 contains 13067 members 
Mstep: Class 14 contains 311923 members 
Mstep: Class 15 contains 222106 members 
Mstep: Class 16 contains 11052 members 
Mstep: Class 17 contains 11662 members 
Mstep: Class 18 contains 18850 members 
Mstep: Class 19 contains 15110 members 
Mstep: Class 20 contains 67266 members 
Mstep: Class 21 contains 129274 members 
Mstep: Class 22 contains 3395 members 
Mstep: Class 23 contains 15507 members 
Mstep: Class 24 contains 236595 members 
Mstep: Class 25 contains 8731 members 
Mstep: Class 26 contains 9173 members 
Mstep: Class 27 contains 42826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157644480.000000 Penalty: 95950.632812
Iteration 76Q: 28 clusters Score -1.576445e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 13461 members 
Mstep: Class 3 contains 23630 members 
Mstep: Class 4 contains 9519 members 
Mstep: Class 5 contains 15595 members 
Mstep: Class 6 contains 104125 members 
Mstep: Class 7 contains 7880 members 
Mstep: Class 8 contains 229151 members 
Mstep: Class 9 contains 96331 members 
Mstep: Class 10 contains 17956 members 
Mstep: Class 11 contains 10124 members 
Mstep: Class 12 contains 7846 members 
Mstep: Class 13 contains 13004 members 
Mstep: Class 14 contains 311929 members 
Mstep: Class 15 contains 222082 members 
Mstep: Class 16 contains 11056 members 
Mstep: Class 17 contains 11731 members 
Mstep: Class 18 contains 18712 members 
Mstep: Class 19 contains 15124 members 
Mstep: Class 20 contains 67275 members 
Mstep: Class 21 contains 129313 members 
Mstep: Class 22 contains 3430 members 
Mstep: Class 23 contains 15500 members 
Mstep: Class 24 contains 236579 members 
Mstep: Class 25 contains 8750 members 
Mstep: Class 26 contains 9249 members 
Mstep: Class 27 contains 42729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157644400.000000 Penalty: 95950.632812
Iteration 77Q: 28 clusters Score -1.576444e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 13411 members 
Mstep: Class 3 contains 23636 members 
Mstep: Class 4 contains 9581 members 
Mstep: Class 5 contains 15608 members 
Mstep: Class 6 contains 104071 members 
Mstep: Class 7 contains 7880 members 
Mstep: Class 8 contains 229091 members 
Mstep: Class 9 contains 96349 members 
Mstep: Class 10 contains 17979 members 
Mstep: Class 11 contains 10144 members 
Mstep: Class 12 contains 7846 members 
Mstep: Class 13 contains 12940 members 
Mstep: Class 14 contains 311944 members 
Mstep: Class 15 contains 222065 members 
Mstep: Class 16 contains 11062 members 
Mstep: Class 17 contains 11782 members 
Mstep: Class 18 contains 18585 members 
Mstep: Class 19 contains 15137 members 
Mstep: Class 20 contains 67275 members 
Mstep: Class 21 contains 129368 members 
Mstep: Class 22 contains 3463 members 
Mstep: Class 23 contains 15496 members 
Mstep: Class 24 contains 236560 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 9306 members 
Mstep: Class 27 contains 42665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157644448.000000 Penalty: 95950.632812
Iteration 78Q: 28 clusters Score -1.576444e+08 nChanged 1171
Entering ConstructFrom: 
Score: -157644448.000000 Penalty: 95950.632812
Entering ConstructFrom: 
Trying to split cluster 1 (20040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Entering Unmasked Estep 
Score: -1762000.000000 Penalty: 2456.560303
	Iteration 0F: 2 clusters Score -1762000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1748143.125000 Penalty: 4913.120605
	Iteration 0F: 3 clusters Score -1748143 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1753360.000000 Penalty: 4913.120605
	Iteration 1F: 3 clusters Score -1753360 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1754063.000000 Penalty: 4913.120605
	Iteration 2F: 3 clusters Score -1754063 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1754775.875000 Penalty: 4913.120605
	Iteration 3F: 3 clusters Score -1754776 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1755662.875000 Penalty: 4913.120605
	Iteration 4F: 3 clusters Score -1755663 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1756888.375000 Penalty: 4913.120605
	Iteration 5F: 3 clusters Score -1756888 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1758085.375000 Penalty: 4913.120605
	Iteration 6F: 3 clusters Score -1758085 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1759013.500000 Penalty: 4913.120605
	Iteration 7F: 3 clusters Score -1759014 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1759660.000000 Penalty: 4913.120605
	Iteration 8Q: 3 clusters Score -1759660 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1760174.875000 Penalty: 4913.120605
	Iteration 9Q: 3 clusters Score -1760175 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1760602.750000 Penalty: 4913.120605
	Iteration 10Q: 3 clusters Score -1760603 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1760896.000000 Penalty: 4913.120605
	Iteration 11Q: 3 clusters Score -1760896 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1761073.000000 Penalty: 4913.120605
	Iteration 12Q: 3 clusters Score -1761073 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1761198.750000 Penalty: 4913.120605
	Iteration 13Q: 3 clusters Score -1761199 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1761288.000000 Penalty: 4913.120605
	Iteration 14Q: 3 clusters Score -1761288 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1761365.125000 Penalty: 4913.120605
	Iteration 15Q: 3 clusters Score -1761365 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1761425.625000 Penalty: 4913.120605
	Iteration 16Q: 3 clusters Score -1761426 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1761471.125000 Penalty: 4913.120605
	Iteration 17Q: 3 clusters Score -1761471 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1761526.625000 Penalty: 4913.120605
	Iteration 18Q: 3 clusters Score -1761527 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1761565.250000 Penalty: 4913.120605
	Iteration 19Q: 3 clusters Score -1761565 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1761616.625000 Penalty: 4913.120605
	Iteration 20F: 3 clusters Score -1761617 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1761681.750000 Penalty: 4913.120605
	Iteration 21Q: 3 clusters Score -1761682 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1761809.375000 Penalty: 4913.120605
	Iteration 22Q: 3 clusters Score -1761809 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1761875.500000 Penalty: 4913.120605
	Iteration 23Q: 3 clusters Score -1761876 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1761892.375000 Penalty: 4913.120605
	Iteration 24Q: 3 clusters Score -1761892 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1761908.375000 Penalty: 4913.120605
	Iteration 25Q: 3 clusters Score -1761908 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1761913.625000 Penalty: 4913.120605
	Iteration 26Q: 3 clusters Score -1761914 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1761924.125000 Penalty: 4913.120605
	Iteration 27Q: 3 clusters Score -1761924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1761928.375000 Penalty: 4913.120605
	Iteration 28Q: 3 clusters Score -1761928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1761932.125000 Penalty: 4913.120605
	Iteration 29Q: 3 clusters Score -1761932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1761939.875000 Penalty: 4913.120605
	Iteration 30Q: 3 clusters Score -1761940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1761944.500000 Penalty: 4913.120605
	Iteration 31Q: 3 clusters Score -1761944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1761948.250000 Penalty: 4913.120605
	Iteration 32Q: 3 clusters Score -1761948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1761950.875000 Penalty: 4913.120605
	Iteration 33Q: 3 clusters Score -1761951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1761955.000000 Penalty: 4913.120605
	Iteration 34Q: 3 clusters Score -1761955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1761953.875000 Penalty: 4913.120605
	Iteration 35Q: 3 clusters Score -1761954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1761957.125000 Penalty: 4913.120605
	Iteration 36Q: 3 clusters Score -1761957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1761961.500000 Penalty: 4913.120605
	Iteration 37Q: 3 clusters Score -1761962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1761962.125000 Penalty: 4913.120605
	Iteration 38Q: 3 clusters Score -1761962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1761961.000000 Penalty: 4913.120605
	Iteration 39Q: 3 clusters Score -1761961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1761961.625000 Penalty: 4913.120605
	Iteration 40F: 3 clusters Score -1761962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1761964.500000 Penalty: 4913.120605
	Iteration 41Q: 3 clusters Score -1761964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1761965.125000 Penalty: 4913.120605
	Iteration 42Q: 3 clusters Score -1761965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1761965.125000 Penalty: 4913.120605
	Iteration 43F: 3 clusters Score -1761965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Entering Unmasked Estep 
Score: -1224076.250000 Penalty: 2355.856445
	Iteration 0F: 2 clusters Score -1224076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1214289.250000 Penalty: 4711.712891
	Iteration 0F: 3 clusters Score -1214289 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1217367.875000 Penalty: 4711.712891
	Iteration 1F: 3 clusters Score -1217368 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1218412.125000 Penalty: 4711.712891
	Iteration 2F: 3 clusters Score -1218412 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1220368.250000 Penalty: 4711.712891
	Iteration 3F: 3 clusters Score -1220368 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1222950.250000 Penalty: 4711.712891
	Iteration 4F: 3 clusters Score -1222950 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1224389.625000 Penalty: 4711.712891
	Iteration 5F: 3 clusters Score -1224390 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1224827.125000 Penalty: 4711.712891
	Iteration 6F: 3 clusters Score -1224827 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1224985.625000 Penalty: 4711.712891
	Iteration 7Q: 3 clusters Score -1224986 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1225077.000000 Penalty: 4711.712891
	Iteration 8Q: 3 clusters Score -1225077 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1225157.250000 Penalty: 4711.712891
	Iteration 9Q: 3 clusters Score -1225157 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1225286.750000 Penalty: 4711.712891
	Iteration 10Q: 3 clusters Score -1225287 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1225394.875000 Penalty: 4711.712891
	Iteration 11Q: 3 clusters Score -1225395 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1225432.375000 Penalty: 4711.712891
	Iteration 12Q: 3 clusters Score -1225432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1225468.375000 Penalty: 4711.712891
	Iteration 13Q: 3 clusters Score -1225468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1225484.750000 Penalty: 4711.712891
	Iteration 14Q: 3 clusters Score -1225485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1225493.875000 Penalty: 4711.712891
	Iteration 15Q: 3 clusters Score -1225494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1225494.875000 Penalty: 4711.712891
	Iteration 16Q: 3 clusters Score -1225495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1225502.250000 Penalty: 4711.712891
	Iteration 17Q: 3 clusters Score -1225502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1225502.875000 Penalty: 4711.712891
	Iteration 18Q: 3 clusters Score -1225503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1225508.625000 Penalty: 4711.712891
	Iteration 19Q: 3 clusters Score -1225509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1225508.875000 Penalty: 4711.712891
	Iteration 20F: 3 clusters Score -1225509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1225511.375000 Penalty: 4711.712891
	Iteration 21Q: 3 clusters Score -1225511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1225512.000000 Penalty: 4711.712891
	Iteration 22Q: 3 clusters Score -1225512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1225513.250000 Penalty: 4711.712891
	Iteration 23Q: 3 clusters Score -1225513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1225515.125000 Penalty: 4711.712891
	Iteration 24Q: 3 clusters Score -1225515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1225517.625000 Penalty: 4711.712891
	Iteration 25Q: 3 clusters Score -1225518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1225517.625000 Penalty: 4711.712891
	Iteration 26Q: 3 clusters Score -1225518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1225518.750000 Penalty: 4711.712891
	Iteration 27Q: 3 clusters Score -1225519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1225518.250000 Penalty: 4711.712891
	Iteration 28Q: 3 clusters Score -1225518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1225518.250000 Penalty: 4711.712891
	Iteration 29F: 3 clusters Score -1225518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 9330 members 
Mstep: Class 3 contains 23636 members 
Mstep: Class 4 contains 9644 members 
Mstep: Class 5 contains 15628 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 7888 members 
Mstep: Class 8 contains 229030 members 
Mstep: Class 9 contains 96385 members 
Mstep: Class 10 contains 17976 members 
Mstep: Class 11 contains 10155 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 12904 members 
Mstep: Class 14 contains 311941 members 
Mstep: Class 15 contains 222042 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 11833 members 
Mstep: Class 18 contains 18467 members 
Mstep: Class 19 contains 15158 members 
Mstep: Class 20 contains 67282 members 
Mstep: Class 21 contains 129413 members 
Mstep: Class 22 contains 3477 members 
Mstep: Class 23 contains 15501 members 
Mstep: Class 24 contains 236550 members 
Mstep: Class 25 contains 8768 members 
Mstep: Class 26 contains 9369 members 
Mstep: Class 27 contains 42611 members 
Mstep: Class 28 contains 4022 members 
Entering Unmasked Estep 
Score: -157644736.000000 Penalty: 99504.359375
Splitting cluster 2 changes total score from -157644448.000000 to -157644736.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 3 (23636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Entering Unmasked Estep 
Score: -2281048.750000 Penalty: 2497.490479
	Iteration 0F: 2 clusters Score -2281049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2264565.250000 Penalty: 4994.980957
	Iteration 0F: 3 clusters Score -2264565 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2270136.250000 Penalty: 4994.980957
	Iteration 1F: 3 clusters Score -2270136 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2270528.250000 Penalty: 4994.980957
	Iteration 2Q: 3 clusters Score -2270528 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2270839.500000 Penalty: 4994.980957
	Iteration 3Q: 3 clusters Score -2270840 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2271122.500000 Penalty: 4994.980957
	Iteration 4Q: 3 clusters Score -2271122 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2271424.500000 Penalty: 4994.980957
	Iteration 5Q: 3 clusters Score -2271424 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2271835.000000 Penalty: 4994.980957
	Iteration 6Q: 3 clusters Score -2271835 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2272405.000000 Penalty: 4994.980957
	Iteration 7Q: 3 clusters Score -2272405 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2273270.000000 Penalty: 4994.980957
	Iteration 8F: 3 clusters Score -2273270 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2274509.250000 Penalty: 4994.980957
	Iteration 9F: 3 clusters Score -2274509 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2275982.250000 Penalty: 4994.980957
	Iteration 10F: 3 clusters Score -2275982 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2277523.000000 Penalty: 4994.980957
	Iteration 11F: 3 clusters Score -2277523 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2278779.500000 Penalty: 4994.980957
	Iteration 12Q: 3 clusters Score -2278780 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2279599.750000 Penalty: 4994.980957
	Iteration 13Q: 3 clusters Score -2279600 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2279985.500000 Penalty: 4994.980957
	Iteration 14Q: 3 clusters Score -2279986 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2280181.000000 Penalty: 4994.980957
	Iteration 15Q: 3 clusters Score -2280181 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2280271.500000 Penalty: 4994.980957
	Iteration 16Q: 3 clusters Score -2280272 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2280316.250000 Penalty: 4994.980957
	Iteration 17Q: 3 clusters Score -2280316 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2280343.250000 Penalty: 4994.980957
	Iteration 18Q: 3 clusters Score -2280343 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2280348.250000 Penalty: 4994.980957
	Iteration 19Q: 3 clusters Score -2280348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2280354.250000 Penalty: 4994.980957
	Iteration 20F: 3 clusters Score -2280354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2280361.500000 Penalty: 4994.980957
	Iteration 21Q: 3 clusters Score -2280362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2280364.250000 Penalty: 4994.980957
	Iteration 22Q: 3 clusters Score -2280364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2280373.000000 Penalty: 4994.980957
	Iteration 23Q: 3 clusters Score -2280373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2280372.500000 Penalty: 4994.980957
	Iteration 24Q: 3 clusters Score -2280372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2280374.000000 Penalty: 4994.980957
	Iteration 25Q: 3 clusters Score -2280374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2280366.500000 Penalty: 4994.980957
	Iteration 26Q: 3 clusters Score -2280366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2280368.500000 Penalty: 4994.980957
	Iteration 27Q: 3 clusters Score -2280368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2280373.000000 Penalty: 4994.980957
	Iteration 28Q: 3 clusters Score -2280373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2280373.000000 Penalty: 4994.980957
	Iteration 29Q: 3 clusters Score -2280373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2280370.750000 Penalty: 4994.980957
	Iteration 30Q: 3 clusters Score -2280371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2280372.750000 Penalty: 4994.980957
	Iteration 31Q: 3 clusters Score -2280373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2280372.500000 Penalty: 4994.980957
	Iteration 32Q: 3 clusters Score -2280372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2280372.500000 Penalty: 4994.980957
	Iteration 33F: 3 clusters Score -2280372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -809180.125000 Penalty: 2275.174561
	Iteration 0F: 2 clusters Score -809180.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -801798.187500 Penalty: 4550.349121
	Iteration 0F: 3 clusters Score -801798.2 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -804485.500000 Penalty: 4550.349121
	Iteration 1F: 3 clusters Score -804485.5 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -805591.562500 Penalty: 4550.349121
	Iteration 2F: 3 clusters Score -805591.6 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -806784.750000 Penalty: 4550.349121
	Iteration 3F: 3 clusters Score -806784.8 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -807665.312500 Penalty: 4550.349121
	Iteration 4F: 3 clusters Score -807665.3 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -808289.375000 Penalty: 4550.349121
	Iteration 5F: 3 clusters Score -808289.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -808773.187500 Penalty: 4550.349121
	Iteration 6F: 3 clusters Score -808773.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -809217.625000 Penalty: 4550.349121
	Iteration 7Q: 3 clusters Score -809217.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -809640.937500 Penalty: 4550.349121
	Iteration 8Q: 3 clusters Score -809640.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -809952.937500 Penalty: 4550.349121
	Iteration 9Q: 3 clusters Score -809952.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -810190.500000 Penalty: 4550.349121
	Iteration 10Q: 3 clusters Score -810190.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -810370.000000 Penalty: 4550.349121
	Iteration 11Q: 3 clusters Score -810370 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -810456.937500 Penalty: 4550.349121
	Iteration 12Q: 3 clusters Score -810456.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -810500.312500 Penalty: 4550.349121
	Iteration 13Q: 3 clusters Score -810500.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -810532.625000 Penalty: 4550.349121
	Iteration 14Q: 3 clusters Score -810532.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -810559.187500 Penalty: 4550.349121
	Iteration 15Q: 3 clusters Score -810559.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -810586.062500 Penalty: 4550.349121
	Iteration 16Q: 3 clusters Score -810586.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -810616.000000 Penalty: 4550.349121
	Iteration 17Q: 3 clusters Score -810616 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -810675.687500 Penalty: 4550.349121
	Iteration 18Q: 3 clusters Score -810675.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -810746.000000 Penalty: 4550.349121
	Iteration 19Q: 3 clusters Score -810746 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -810804.125000 Penalty: 4550.349121
	Iteration 20F: 3 clusters Score -810804.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -810841.312500 Penalty: 4550.349121
	Iteration 21Q: 3 clusters Score -810841.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -810868.750000 Penalty: 4550.349121
	Iteration 22Q: 3 clusters Score -810868.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -810883.937500 Penalty: 4550.349121
	Iteration 23Q: 3 clusters Score -810883.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -810895.250000 Penalty: 4550.349121
	Iteration 24Q: 3 clusters Score -810895.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -810902.062500 Penalty: 4550.349121
	Iteration 25Q: 3 clusters Score -810902.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -810904.062500 Penalty: 4550.349121
	Iteration 26Q: 3 clusters Score -810904.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -810905.250000 Penalty: 4550.349121
	Iteration 27Q: 3 clusters Score -810905.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -810907.187500 Penalty: 4550.349121
	Iteration 28Q: 3 clusters Score -810907.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -810908.687500 Penalty: 4550.349121
	Iteration 29Q: 3 clusters Score -810908.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -810910.375000 Penalty: 4550.349121
	Iteration 30Q: 3 clusters Score -810910.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -810910.187500 Penalty: 4550.349121
	Iteration 31Q: 3 clusters Score -810910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -810910.187500 Penalty: 4550.349121
	Iteration 32Q: 3 clusters Score -810910.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -810910.187500 Penalty: 4550.349121
	Iteration 33F: 3 clusters Score -810910.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 9330 members 
Mstep: Class 3 contains 23636 members 
Mstep: Class 4 contains 4777 members 
Mstep: Class 5 contains 15628 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 7888 members 
Mstep: Class 8 contains 229030 members 
Mstep: Class 9 contains 96385 members 
Mstep: Class 10 contains 17976 members 
Mstep: Class 11 contains 10155 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 12904 members 
Mstep: Class 14 contains 311941 members 
Mstep: Class 15 contains 222042 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 11833 members 
Mstep: Class 18 contains 18467 members 
Mstep: Class 19 contains 15158 members 
Mstep: Class 20 contains 67282 members 
Mstep: Class 21 contains 129413 members 
Mstep: Class 22 contains 3477 members 
Mstep: Class 23 contains 15501 members 
Mstep: Class 24 contains 236550 members 
Mstep: Class 25 contains 8768 members 
Mstep: Class 26 contains 9369 members 
Mstep: Class 27 contains 42611 members 
Mstep: Class 28 contains 4022 members 
Mstep: Class 29 contains 4867 members 
Entering Unmasked Estep 
Score: -157644448.000000 Penalty: 103058.085938
Splitting cluster 4 changes total score from -157644448.000000 to -157644448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (15628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Entering Unmasked Estep 
Score: -1522259.750000 Penalty: 2394.891113
	Iteration 0F: 2 clusters Score -1522260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1511036.875000 Penalty: 4789.782227
	Iteration 0F: 3 clusters Score -1511037 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1514619.750000 Penalty: 4789.782227
	Iteration 1F: 3 clusters Score -1514620 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1514976.000000 Penalty: 4789.782227
	Iteration 2F: 3 clusters Score -1514976 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1515275.625000 Penalty: 4789.782227
	Iteration 3F: 3 clusters Score -1515276 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1515553.500000 Penalty: 4789.782227
	Iteration 4Q: 3 clusters Score -1515554 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1515816.625000 Penalty: 4789.782227
	Iteration 5Q: 3 clusters Score -1515817 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1516118.625000 Penalty: 4789.782227
	Iteration 6Q: 3 clusters Score -1516119 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1516473.000000 Penalty: 4789.782227
	Iteration 7Q: 3 clusters Score -1516473 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1516926.500000 Penalty: 4789.782227
	Iteration 8Q: 3 clusters Score -1516926 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1517536.125000 Penalty: 4789.782227
	Iteration 9F: 3 clusters Score -1517536 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1518292.000000 Penalty: 4789.782227
	Iteration 10F: 3 clusters Score -1518292 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1518973.875000 Penalty: 4789.782227
	Iteration 11Q: 3 clusters Score -1518974 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1519436.375000 Penalty: 4789.782227
	Iteration 12Q: 3 clusters Score -1519436 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1519740.375000 Penalty: 4789.782227
	Iteration 13Q: 3 clusters Score -1519740 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1519910.000000 Penalty: 4789.782227
	Iteration 14Q: 3 clusters Score -1519910 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1520008.750000 Penalty: 4789.782227
	Iteration 15Q: 3 clusters Score -1520009 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1520068.750000 Penalty: 4789.782227
	Iteration 16Q: 3 clusters Score -1520069 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1520107.625000 Penalty: 4789.782227
	Iteration 17Q: 3 clusters Score -1520108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1520135.125000 Penalty: 4789.782227
	Iteration 18Q: 3 clusters Score -1520135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1520147.750000 Penalty: 4789.782227
	Iteration 19Q: 3 clusters Score -1520148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1520163.750000 Penalty: 4789.782227
	Iteration 20F: 3 clusters Score -1520164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1520177.750000 Penalty: 4789.782227
	Iteration 21Q: 3 clusters Score -1520178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1520187.250000 Penalty: 4789.782227
	Iteration 22Q: 3 clusters Score -1520187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1520192.625000 Penalty: 4789.782227
	Iteration 23Q: 3 clusters Score -1520193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1520194.625000 Penalty: 4789.782227
	Iteration 24Q: 3 clusters Score -1520195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1520200.125000 Penalty: 4789.782227
	Iteration 25Q: 3 clusters Score -1520200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1520206.000000 Penalty: 4789.782227
	Iteration 26Q: 3 clusters Score -1520206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1520209.875000 Penalty: 4789.782227
	Iteration 27Q: 3 clusters Score -1520210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1520213.125000 Penalty: 4789.782227
	Iteration 28Q: 3 clusters Score -1520213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1520214.375000 Penalty: 4789.782227
	Iteration 29Q: 3 clusters Score -1520214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1520219.875000 Penalty: 4789.782227
	Iteration 30Q: 3 clusters Score -1520220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1520227.000000 Penalty: 4789.782227
	Iteration 31Q: 3 clusters Score -1520227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1520230.250000 Penalty: 4789.782227
	Iteration 32Q: 3 clusters Score -1520230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1520234.375000 Penalty: 4789.782227
	Iteration 33Q: 3 clusters Score -1520234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1520234.625000 Penalty: 4789.782227
	Iteration 34Q: 3 clusters Score -1520235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1520236.250000 Penalty: 4789.782227
	Iteration 35Q: 3 clusters Score -1520236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1520236.250000 Penalty: 4789.782227
	Iteration 36F: 3 clusters Score -1520236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (104022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104022 members 
Entering Unmasked Estep 
Score: -10237006.000000 Penalty: 2864.984619
	Iteration 0F: 2 clusters Score -1.023701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -10167275.000000 Penalty: 5729.969238
	Iteration 0F: 3 clusters Score -1.016728e+07 nChanged 49374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50595 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -10195518.000000 Penalty: 5729.969238
	Iteration 1F: 3 clusters Score -1.019552e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -10196494.000000 Penalty: 5729.969238
	Iteration 2Q: 3 clusters Score -1.019649e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -10197716.000000 Penalty: 5729.969238
	Iteration 3Q: 3 clusters Score -1.019772e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -10199389.000000 Penalty: 5729.969238
	Iteration 4Q: 3 clusters Score -1.019939e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -10201931.000000 Penalty: 5729.969238
	Iteration 5Q: 3 clusters Score -1.020193e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -10205224.000000 Penalty: 5729.969238
	Iteration 6F: 3 clusters Score -1.020522e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -10208874.000000 Penalty: 5729.969238
	Iteration 7F: 3 clusters Score -1.020887e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 55439 members 
Entering Unmasked Estep 
Score: -10212191.000000 Penalty: 5729.969238
	Iteration 8F: 3 clusters Score -1.021219e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -10214710.000000 Penalty: 5729.969238
	Iteration 9F: 3 clusters Score -1.021471e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -10216224.000000 Penalty: 5729.969238
	Iteration 10Q: 3 clusters Score -1.021622e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -10217265.000000 Penalty: 5729.969238
	Iteration 11Q: 3 clusters Score -1.021726e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 57595 members 
Entering Unmasked Estep 
Score: -10217926.000000 Penalty: 5729.969238
	Iteration 12Q: 3 clusters Score -1.021793e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 58753 members 
Entering Unmasked Estep 
Score: -10218439.000000 Penalty: 5729.969238
	Iteration 13Q: 3 clusters Score -1.021844e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
Score: -10218844.000000 Penalty: 5729.969238
	Iteration 14Q: 3 clusters Score -1.021884e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 61617 members 
Entering Unmasked Estep 
Score: -10219196.000000 Penalty: 5729.969238
	Iteration 15Q: 3 clusters Score -1.02192e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -10219592.000000 Penalty: 5729.969238
	Iteration 16Q: 3 clusters Score -1.021959e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 65400 members 
Entering Unmasked Estep 
Score: -10220013.000000 Penalty: 5729.969238
	Iteration 17Q: 3 clusters Score -1.022001e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -10220680.000000 Penalty: 5729.969238
	Iteration 18Q: 3 clusters Score -1.022068e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 70394 members 
Entering Unmasked Estep 
Score: -10221370.000000 Penalty: 5729.969238
	Iteration 19Q: 3 clusters Score -1.022137e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 73264 members 
Entering Unmasked Estep 
Score: -10222180.000000 Penalty: 5729.969238
	Iteration 20F: 3 clusters Score -1.022218e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 76367 members 
Entering Unmasked Estep 
Score: -10223236.000000 Penalty: 5729.969238
	Iteration 21Q: 3 clusters Score -1.022324e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 79737 members 
Entering Unmasked Estep 
Score: -10224559.000000 Penalty: 5729.969238
	Iteration 22Q: 3 clusters Score -1.022456e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 83205 members 
Entering Unmasked Estep 
Score: -10225967.000000 Penalty: 5729.969238
	Iteration 23Q: 3 clusters Score -1.022597e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 86616 members 
Entering Unmasked Estep 
Score: -10227440.000000 Penalty: 5729.969238
	Iteration 24Q: 3 clusters Score -1.022744e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -10228795.000000 Penalty: 5729.969238
	Iteration 25Q: 3 clusters Score -1.02288e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 92702 members 
Entering Unmasked Estep 
Score: -10230060.000000 Penalty: 5729.969238
	Iteration 26Q: 3 clusters Score -1.023006e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 95108 members 
Entering Unmasked Estep 
Score: -10231142.000000 Penalty: 5729.969238
	Iteration 27Q: 3 clusters Score -1.023114e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 97002 members 
Entering Unmasked Estep 
Score: -10231965.000000 Penalty: 5729.969238
	Iteration 28Q: 3 clusters Score -1.023196e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 98503 members 
Entering Unmasked Estep 
Score: -10232638.000000 Penalty: 5729.969238
	Iteration 29Q: 3 clusters Score -1.023264e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 99644 members 
Entering Unmasked Estep 
Score: -10233165.000000 Penalty: 5729.969238
	Iteration 30Q: 3 clusters Score -1.023316e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 100468 members 
Entering Unmasked Estep 
Score: -10233502.000000 Penalty: 5729.969238
	Iteration 31Q: 3 clusters Score -1.02335e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 101080 members 
Entering Unmasked Estep 
Score: -10233778.000000 Penalty: 5729.969238
	Iteration 32Q: 3 clusters Score -1.023378e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 101506 members 
Entering Unmasked Estep 
Score: -10233967.000000 Penalty: 5729.969238
	Iteration 33Q: 3 clusters Score -1.023397e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 101811 members 
Entering Unmasked Estep 
Score: -10234084.000000 Penalty: 5729.969238
	Iteration 34Q: 3 clusters Score -1.023408e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 102044 members 
Entering Unmasked Estep 
Score: -10234195.000000 Penalty: 5729.969238
	Iteration 35Q: 3 clusters Score -1.02342e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 102220 members 
Entering Unmasked Estep 
Score: -10234258.000000 Penalty: 5729.969238
	Iteration 36Q: 3 clusters Score -1.023426e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 102362 members 
Entering Unmasked Estep 
Score: -10234335.000000 Penalty: 5729.969238
	Iteration 37Q: 3 clusters Score -1.023434e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 102492 members 
Entering Unmasked Estep 
Score: -10234376.000000 Penalty: 5729.969238
	Iteration 38Q: 3 clusters Score -1.023438e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 102587 members 
Entering Unmasked Estep 
Score: -10234418.000000 Penalty: 5729.969238
	Iteration 39Q: 3 clusters Score -1.023442e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 102659 members 
Entering Unmasked Estep 
Score: -10234462.000000 Penalty: 5729.969238
	Iteration 40F: 3 clusters Score -1.023446e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 102716 members 
Entering Unmasked Estep 
Score: -10234490.000000 Penalty: 5729.969238
	Iteration 41Q: 3 clusters Score -1.023449e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 102764 members 
Entering Unmasked Estep 
Score: -10234496.000000 Penalty: 5729.969238
	Iteration 42Q: 3 clusters Score -1.02345e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 102805 members 
Entering Unmasked Estep 
Score: -10234511.000000 Penalty: 5729.969238
	Iteration 43Q: 3 clusters Score -1.023451e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 102841 members 
Entering Unmasked Estep 
Score: -10234519.000000 Penalty: 5729.969238
	Iteration 44Q: 3 clusters Score -1.023452e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 102877 members 
Entering Unmasked Estep 
Score: -10234543.000000 Penalty: 5729.969238
	Iteration 45Q: 3 clusters Score -1.023454e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 102898 members 
Entering Unmasked Estep 
Score: -10234552.000000 Penalty: 5729.969238
	Iteration 46Q: 3 clusters Score -1.023455e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 102921 members 
Entering Unmasked Estep 
Score: -10234557.000000 Penalty: 5729.969238
	Iteration 47Q: 3 clusters Score -1.023456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 102939 members 
Entering Unmasked Estep 
Score: -10234566.000000 Penalty: 5729.969238
	Iteration 48Q: 3 clusters Score -1.023457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 102950 members 
Entering Unmasked Estep 
Score: -10234567.000000 Penalty: 5729.969238
	Iteration 49Q: 3 clusters Score -1.023457e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 102963 members 
Entering Unmasked Estep 
Score: -10234560.000000 Penalty: 5729.969238
	Iteration 50Q: 3 clusters Score -1.023456e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 102979 members 
Entering Unmasked Estep 
Score: -10234578.000000 Penalty: 5729.969238
	Iteration 51Q: 3 clusters Score -1.023458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 102990 members 
Entering Unmasked Estep 
Score: -10234580.000000 Penalty: 5729.969238
	Iteration 52Q: 3 clusters Score -1.023458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 103001 members 
Entering Unmasked Estep 
Score: -10234580.000000 Penalty: 5729.969238
	Iteration 53Q: 3 clusters Score -1.023458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 103009 members 
Entering Unmasked Estep 
Score: -10234584.000000 Penalty: 5729.969238
	Iteration 54Q: 3 clusters Score -1.023458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 103016 members 
Entering Unmasked Estep 
Score: -10234595.000000 Penalty: 5729.969238
	Iteration 55Q: 3 clusters Score -1.02346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 103023 members 
Entering Unmasked Estep 
Score: -10234597.000000 Penalty: 5729.969238
	Iteration 56Q: 3 clusters Score -1.02346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 103029 members 
Entering Unmasked Estep 
Score: -10234606.000000 Penalty: 5729.969238
	Iteration 57Q: 3 clusters Score -1.023461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 103036 members 
Entering Unmasked Estep 
Score: -10234606.000000 Penalty: 5729.969238
	Iteration 58Q: 3 clusters Score -1.023461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 103038 members 
Entering Unmasked Estep 
Score: -10234610.000000 Penalty: 5729.969238
	Iteration 59Q: 3 clusters Score -1.023461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 103043 members 
Entering Unmasked Estep 
Score: -10234611.000000 Penalty: 5729.969238
	Iteration 60F: 3 clusters Score -1.023461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 103046 members 
Entering Unmasked Estep 
Score: -10234610.000000 Penalty: 5729.969238
	Iteration 61Q: 3 clusters Score -1.023461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 103053 members 
Entering Unmasked Estep 
Score: -10234603.000000 Penalty: 5729.969238
	Iteration 62Q: 3 clusters Score -1.02346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 103058 members 
Entering Unmasked Estep 
Score: -10234605.000000 Penalty: 5729.969238
	Iteration 63Q: 3 clusters Score -1.02346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 103062 members 
Entering Unmasked Estep 
Score: -10234611.000000 Penalty: 5729.969238
	Iteration 64Q: 3 clusters Score -1.023461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
Score: -10234619.000000 Penalty: 5729.969238
	Iteration 65Q: 3 clusters Score -1.023462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 103067 members 
Entering Unmasked Estep 
Score: -10234617.000000 Penalty: 5729.969238
	Iteration 66Q: 3 clusters Score -1.023462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 103067 members 
Entering Unmasked Estep 
Score: -10234617.000000 Penalty: 5729.969238
	Iteration 67F: 3 clusters Score -1.023462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Entering Unmasked Estep 
Score: -727332.187500 Penalty: 2225.328369
	Iteration 0F: 2 clusters Score -727332.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -721006.125000 Penalty: 4450.656738
	Iteration 0F: 3 clusters Score -721006.1 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -722808.000000 Penalty: 4450.656738
	Iteration 1F: 3 clusters Score -722808 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -723147.687500 Penalty: 4450.656738
	Iteration 2F: 3 clusters Score -723147.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -723421.875000 Penalty: 4450.656738
	Iteration 3F: 3 clusters Score -723421.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -723655.750000 Penalty: 4450.656738
	Iteration 4Q: 3 clusters Score -723655.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -723854.250000 Penalty: 4450.656738
	Iteration 5Q: 3 clusters Score -723854.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -724002.625000 Penalty: 4450.656738
	Iteration 6Q: 3 clusters Score -724002.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -724126.437500 Penalty: 4450.656738
	Iteration 7Q: 3 clusters Score -724126.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -724236.250000 Penalty: 4450.656738
	Iteration 8Q: 3 clusters Score -724236.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -724323.937500 Penalty: 4450.656738
	Iteration 9Q: 3 clusters Score -724323.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -724391.312500 Penalty: 4450.656738
	Iteration 10Q: 3 clusters Score -724391.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -724446.500000 Penalty: 4450.656738
	Iteration 11Q: 3 clusters Score -724446.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -724485.125000 Penalty: 4450.656738
	Iteration 12Q: 3 clusters Score -724485.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -724510.375000 Penalty: 4450.656738
	Iteration 13Q: 3 clusters Score -724510.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -724526.375000 Penalty: 4450.656738
	Iteration 14Q: 3 clusters Score -724526.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -724546.937500 Penalty: 4450.656738
	Iteration 15Q: 3 clusters Score -724546.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -724566.750000 Penalty: 4450.656738
	Iteration 16Q: 3 clusters Score -724566.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -724579.687500 Penalty: 4450.656738
	Iteration 17Q: 3 clusters Score -724579.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -724593.437500 Penalty: 4450.656738
	Iteration 18Q: 3 clusters Score -724593.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -724607.500000 Penalty: 4450.656738
	Iteration 19Q: 3 clusters Score -724607.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -724624.437500 Penalty: 4450.656738
	Iteration 20F: 3 clusters Score -724624.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -724639.062500 Penalty: 4450.656738
	Iteration 21Q: 3 clusters Score -724639.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -724650.937500 Penalty: 4450.656738
	Iteration 22Q: 3 clusters Score -724650.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -724663.562500 Penalty: 4450.656738
	Iteration 23Q: 3 clusters Score -724663.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -724676.500000 Penalty: 4450.656738
	Iteration 24Q: 3 clusters Score -724676.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -724683.812500 Penalty: 4450.656738
	Iteration 25Q: 3 clusters Score -724683.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -724691.187500 Penalty: 4450.656738
	Iteration 26Q: 3 clusters Score -724691.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -724698.250000 Penalty: 4450.656738
	Iteration 27Q: 3 clusters Score -724698.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -724707.000000 Penalty: 4450.656738
	Iteration 28Q: 3 clusters Score -724707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -724713.000000 Penalty: 4450.656738
	Iteration 29Q: 3 clusters Score -724713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -724721.437500 Penalty: 4450.656738
	Iteration 30Q: 3 clusters Score -724721.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -724728.437500 Penalty: 4450.656738
	Iteration 31Q: 3 clusters Score -724728.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -724735.937500 Penalty: 4450.656738
	Iteration 32Q: 3 clusters Score -724735.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -724742.812500 Penalty: 4450.656738
	Iteration 33Q: 3 clusters Score -724742.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -724752.875000 Penalty: 4450.656738
	Iteration 34Q: 3 clusters Score -724752.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -724759.375000 Penalty: 4450.656738
	Iteration 35Q: 3 clusters Score -724759.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -724768.125000 Penalty: 4450.656738
	Iteration 36Q: 3 clusters Score -724768.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -724774.312500 Penalty: 4450.656738
	Iteration 37Q: 3 clusters Score -724774.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -724782.562500 Penalty: 4450.656738
	Iteration 38Q: 3 clusters Score -724782.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -724788.625000 Penalty: 4450.656738
	Iteration 39Q: 3 clusters Score -724788.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -724793.687500 Penalty: 4450.656738
	Iteration 40F: 3 clusters Score -724793.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -724800.937500 Penalty: 4450.656738
	Iteration 41Q: 3 clusters Score -724800.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -724806.125000 Penalty: 4450.656738
	Iteration 42Q: 3 clusters Score -724806.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -724814.437500 Penalty: 4450.656738
	Iteration 43Q: 3 clusters Score -724814.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -724820.625000 Penalty: 4450.656738
	Iteration 44Q: 3 clusters Score -724820.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -724828.125000 Penalty: 4450.656738
	Iteration 45Q: 3 clusters Score -724828.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -724831.937500 Penalty: 4450.656738
	Iteration 46Q: 3 clusters Score -724831.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -724836.812500 Penalty: 4450.656738
	Iteration 47Q: 3 clusters Score -724836.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -724840.125000 Penalty: 4450.656738
	Iteration 48Q: 3 clusters Score -724840.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -724843.187500 Penalty: 4450.656738
	Iteration 49Q: 3 clusters Score -724843.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -724850.625000 Penalty: 4450.656738
	Iteration 50Q: 3 clusters Score -724850.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -724856.062500 Penalty: 4450.656738
	Iteration 51Q: 3 clusters Score -724856.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -724862.437500 Penalty: 4450.656738
	Iteration 52Q: 3 clusters Score -724862.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -724868.687500 Penalty: 4450.656738
	Iteration 53Q: 3 clusters Score -724868.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -724874.937500 Penalty: 4450.656738
	Iteration 54Q: 3 clusters Score -724874.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -724884.500000 Penalty: 4450.656738
	Iteration 55Q: 3 clusters Score -724884.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -724893.250000 Penalty: 4450.656738
	Iteration 56Q: 3 clusters Score -724893.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -724906.500000 Penalty: 4450.656738
	Iteration 57Q: 3 clusters Score -724906.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -724916.562500 Penalty: 4450.656738
	Iteration 58Q: 3 clusters Score -724916.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -724936.250000 Penalty: 4450.656738
	Iteration 59Q: 3 clusters Score -724936.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -724947.125000 Penalty: 4450.656738
	Iteration 60F: 3 clusters Score -724947.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -724954.875000 Penalty: 4450.656738
	Iteration 61Q: 3 clusters Score -724954.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -724965.625000 Penalty: 4450.656738
	Iteration 62Q: 3 clusters Score -724965.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -724971.437500 Penalty: 4450.656738
	Iteration 63Q: 3 clusters Score -724971.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -724981.625000 Penalty: 4450.656738
	Iteration 64Q: 3 clusters Score -724981.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -724989.000000 Penalty: 4450.656738
	Iteration 65Q: 3 clusters Score -724989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -724995.437500 Penalty: 4450.656738
	Iteration 66Q: 3 clusters Score -724995.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -725008.687500 Penalty: 4450.656738
	Iteration 67Q: 3 clusters Score -725008.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -725026.625000 Penalty: 4450.656738
	Iteration 68Q: 3 clusters Score -725026.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -725043.500000 Penalty: 4450.656738
	Iteration 69Q: 3 clusters Score -725043.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -725055.687500 Penalty: 4450.656738
	Iteration 70Q: 3 clusters Score -725055.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -725066.750000 Penalty: 4450.656738
	Iteration 71Q: 3 clusters Score -725066.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -725072.187500 Penalty: 4450.656738
	Iteration 72Q: 3 clusters Score -725072.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -725085.125000 Penalty: 4450.656738
	Iteration 73Q: 3 clusters Score -725085.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -725100.625000 Penalty: 4450.656738
	Iteration 74Q: 3 clusters Score -725100.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -725118.250000 Penalty: 4450.656738
	Iteration 75Q: 3 clusters Score -725118.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -725135.000000 Penalty: 4450.656738
	Iteration 76Q: 3 clusters Score -725135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -725151.375000 Penalty: 4450.656738
	Iteration 77Q: 3 clusters Score -725151.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -725166.375000 Penalty: 4450.656738
	Iteration 78Q: 3 clusters Score -725166.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -725176.375000 Penalty: 4450.656738
	Iteration 79Q: 3 clusters Score -725176.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -725184.125000 Penalty: 4450.656738
	Iteration 80F: 3 clusters Score -725184.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -725194.312500 Penalty: 4450.656738
	Iteration 81Q: 3 clusters Score -725194.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -725201.812500 Penalty: 4450.656738
	Iteration 82Q: 3 clusters Score -725201.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -725214.562500 Penalty: 4450.656738
	Iteration 83Q: 3 clusters Score -725214.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -725223.437500 Penalty: 4450.656738
	Iteration 84Q: 3 clusters Score -725223.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -725230.250000 Penalty: 4450.656738
	Iteration 85Q: 3 clusters Score -725230.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -725234.687500 Penalty: 4450.656738
	Iteration 86Q: 3 clusters Score -725234.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -725249.562500 Penalty: 4450.656738
	Iteration 87Q: 3 clusters Score -725249.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -725261.062500 Penalty: 4450.656738
	Iteration 88Q: 3 clusters Score -725261.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -725273.500000 Penalty: 4450.656738
	Iteration 89Q: 3 clusters Score -725273.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -725284.562500 Penalty: 4450.656738
	Iteration 90Q: 3 clusters Score -725284.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -725299.875000 Penalty: 4450.656738
	Iteration 91Q: 3 clusters Score -725299.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -725312.437500 Penalty: 4450.656738
	Iteration 92Q: 3 clusters Score -725312.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -725322.125000 Penalty: 4450.656738
	Iteration 93Q: 3 clusters Score -725322.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -725329.687500 Penalty: 4450.656738
	Iteration 94Q: 3 clusters Score -725329.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -725340.687500 Penalty: 4450.656738
	Iteration 95Q: 3 clusters Score -725340.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -725344.062500 Penalty: 4450.656738
	Iteration 96Q: 3 clusters Score -725344.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -725349.375000 Penalty: 4450.656738
	Iteration 97Q: 3 clusters Score -725349.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -725358.187500 Penalty: 4450.656738
	Iteration 98Q: 3 clusters Score -725358.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -725363.437500 Penalty: 4450.656738
	Iteration 99Q: 3 clusters Score -725363.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -725365.125000 Penalty: 4450.656738
	Iteration 100F: 3 clusters Score -725365.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -725369.125000 Penalty: 4450.656738
	Iteration 101Q: 3 clusters Score -725369.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -725372.937500 Penalty: 4450.656738
	Iteration 102Q: 3 clusters Score -725372.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -725376.562500 Penalty: 4450.656738
	Iteration 103Q: 3 clusters Score -725376.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -725378.125000 Penalty: 4450.656738
	Iteration 104Q: 3 clusters Score -725378.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -725383.687500 Penalty: 4450.656738
	Iteration 105Q: 3 clusters Score -725383.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -725384.750000 Penalty: 4450.656738
	Iteration 106Q: 3 clusters Score -725384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -725385.250000 Penalty: 4450.656738
	Iteration 107Q: 3 clusters Score -725385.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -725387.562500 Penalty: 4450.656738
	Iteration 108Q: 3 clusters Score -725387.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -725387.500000 Penalty: 4450.656738
	Iteration 109Q: 3 clusters Score -725387.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -725389.375000 Penalty: 4450.656738
	Iteration 110Q: 3 clusters Score -725389.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -725391.250000 Penalty: 4450.656738
	Iteration 111Q: 3 clusters Score -725391.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -725392.187500 Penalty: 4450.656738
	Iteration 112Q: 3 clusters Score -725392.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -725393.375000 Penalty: 4450.656738
	Iteration 113Q: 3 clusters Score -725393.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -725393.375000 Penalty: 4450.656738
	Iteration 114F: 3 clusters Score -725393.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (229030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229030 members 
Entering Unmasked Estep 
Score: -22480880.000000 Penalty: 3060.718750
	Iteration 0F: 2 clusters Score -2.248088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114342 members 
Mstep: Class 2 contains 114688 members 
Entering Unmasked Estep 
Score: -22329458.000000 Penalty: 6121.437500
	Iteration 0F: 3 clusters Score -2.232946e+07 nChanged 110290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109250 members 
Mstep: Class 2 contains 119780 members 
Entering Unmasked Estep 
Score: -22395158.000000 Penalty: 6121.437500
	Iteration 1F: 3 clusters Score -2.239516e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106096 members 
Mstep: Class 2 contains 122934 members 
Entering Unmasked Estep 
Score: -22397094.000000 Penalty: 6121.437500
	Iteration 2Q: 3 clusters Score -2.239709e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101245 members 
Mstep: Class 2 contains 127785 members 
Entering Unmasked Estep 
Score: -22400022.000000 Penalty: 6121.437500
	Iteration 3Q: 3 clusters Score -2.240002e+07 nChanged 10607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93882 members 
Mstep: Class 2 contains 135148 members 
Entering Unmasked Estep 
Score: -22404966.000000 Penalty: 6121.437500
	Iteration 4Q: 3 clusters Score -2.240497e+07 nChanged 12960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83550 members 
Mstep: Class 2 contains 145480 members 
Entering Unmasked Estep 
Score: -22412734.000000 Penalty: 6121.437500
	Iteration 5F: 3 clusters Score -2.241273e+07 nChanged 15455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70249 members 
Mstep: Class 2 contains 158781 members 
Entering Unmasked Estep 
Score: -22423852.000000 Penalty: 6121.437500
	Iteration 6F: 3 clusters Score -2.242385e+07 nChanged 16036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 173067 members 
Entering Unmasked Estep 
Score: -22437140.000000 Penalty: 6121.437500
	Iteration 7F: 3 clusters Score -2.243714e+07 nChanged 14301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 185956 members 
Entering Unmasked Estep 
Score: -22449548.000000 Penalty: 6121.437500
	Iteration 8F: 3 clusters Score -2.244955e+07 nChanged 10750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 195670 members 
Entering Unmasked Estep 
Score: -22458180.000000 Penalty: 6121.437500
	Iteration 9Q: 3 clusters Score -2.245818e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 202698 members 
Entering Unmasked Estep 
Score: -22463460.000000 Penalty: 6121.437500
	Iteration 10Q: 3 clusters Score -2.246346e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 207976 members 
Entering Unmasked Estep 
Score: -22467024.000000 Penalty: 6121.437500
	Iteration 11Q: 3 clusters Score -2.246702e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 212147 members 
Entering Unmasked Estep 
Score: -22469642.000000 Penalty: 6121.437500
	Iteration 12Q: 3 clusters Score -2.246964e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 215574 members 
Entering Unmasked Estep 
Score: -22471670.000000 Penalty: 6121.437500
	Iteration 13Q: 3 clusters Score -2.247167e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 218357 members 
Entering Unmasked Estep 
Score: -22473284.000000 Penalty: 6121.437500
	Iteration 14Q: 3 clusters Score -2.247328e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 220545 members 
Entering Unmasked Estep 
Score: -22474570.000000 Penalty: 6121.437500
	Iteration 15Q: 3 clusters Score -2.247457e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 222330 members 
Entering Unmasked Estep 
Score: -22475600.000000 Penalty: 6121.437500
	Iteration 16Q: 3 clusters Score -2.24756e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 223720 members 
Entering Unmasked Estep 
Score: -22476394.000000 Penalty: 6121.437500
	Iteration 17Q: 3 clusters Score -2.247639e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 224718 members 
Entering Unmasked Estep 
Score: -22476976.000000 Penalty: 6121.437500
	Iteration 18Q: 3 clusters Score -2.247698e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 225438 members 
Entering Unmasked Estep 
Score: -22477418.000000 Penalty: 6121.437500
	Iteration 19Q: 3 clusters Score -2.247742e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 225967 members 
Entering Unmasked Estep 
Score: -22477668.000000 Penalty: 6121.437500
	Iteration 20F: 3 clusters Score -2.247767e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 226381 members 
Entering Unmasked Estep 
Score: -22477908.000000 Penalty: 6121.437500
	Iteration 21Q: 3 clusters Score -2.247791e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 226691 members 
Entering Unmasked Estep 
Score: -22478014.000000 Penalty: 6121.437500
	Iteration 22Q: 3 clusters Score -2.247801e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 226943 members 
Entering Unmasked Estep 
Score: -22478148.000000 Penalty: 6121.437500
	Iteration 23Q: 3 clusters Score -2.247815e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 227122 members 
Entering Unmasked Estep 
Score: -22478228.000000 Penalty: 6121.437500
	Iteration 24Q: 3 clusters Score -2.247823e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 227248 members 
Entering Unmasked Estep 
Score: -22478294.000000 Penalty: 6121.437500
	Iteration 25Q: 3 clusters Score -2.247829e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 227355 members 
Entering Unmasked Estep 
Score: -22478314.000000 Penalty: 6121.437500
	Iteration 26Q: 3 clusters Score -2.247831e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 227436 members 
Entering Unmasked Estep 
Score: -22478336.000000 Penalty: 6121.437500
	Iteration 27Q: 3 clusters Score -2.247834e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 227500 members 
Entering Unmasked Estep 
Score: -22478398.000000 Penalty: 6121.437500
	Iteration 28Q: 3 clusters Score -2.24784e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 227557 members 
Entering Unmasked Estep 
Score: -22478494.000000 Penalty: 6121.437500
	Iteration 29Q: 3 clusters Score -2.247849e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 227607 members 
Entering Unmasked Estep 
Score: -22478484.000000 Penalty: 6121.437500
	Iteration 30Q: 3 clusters Score -2.247848e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 227651 members 
Entering Unmasked Estep 
Score: -22478488.000000 Penalty: 6121.437500
	Iteration 31Q: 3 clusters Score -2.247849e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 227692 members 
Entering Unmasked Estep 
Score: -22478530.000000 Penalty: 6121.437500
	Iteration 32Q: 3 clusters Score -2.247853e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 227725 members 
Entering Unmasked Estep 
Score: -22478526.000000 Penalty: 6121.437500
	Iteration 33Q: 3 clusters Score -2.247853e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 227747 members 
Entering Unmasked Estep 
Score: -22478552.000000 Penalty: 6121.437500
	Iteration 34Q: 3 clusters Score -2.247855e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 227759 members 
Entering Unmasked Estep 
Score: -22478558.000000 Penalty: 6121.437500
	Iteration 35Q: 3 clusters Score -2.247856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 227769 members 
Entering Unmasked Estep 
Score: -22478576.000000 Penalty: 6121.437500
	Iteration 36Q: 3 clusters Score -2.247858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 227776 members 
Entering Unmasked Estep 
Score: -22478574.000000 Penalty: 6121.437500
	Iteration 37Q: 3 clusters Score -2.247857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 227779 members 
Entering Unmasked Estep 
Score: -22478552.000000 Penalty: 6121.437500
	Iteration 38Q: 3 clusters Score -2.247855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 227783 members 
Entering Unmasked Estep 
Score: -22478564.000000 Penalty: 6121.437500
	Iteration 39Q: 3 clusters Score -2.247856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 227786 members 
Entering Unmasked Estep 
Score: -22478562.000000 Penalty: 6121.437500
	Iteration 40F: 3 clusters Score -2.247856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 227788 members 
Entering Unmasked Estep 
Score: -22478570.000000 Penalty: 6121.437500
	Iteration 41Q: 3 clusters Score -2.247857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 227790 members 
Entering Unmasked Estep 
Score: -22478570.000000 Penalty: 6121.437500
	Iteration 42Q: 3 clusters Score -2.247857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 227793 members 
Entering Unmasked Estep 
Score: -22478580.000000 Penalty: 6121.437500
	Iteration 43Q: 3 clusters Score -2.247858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 227794 members 
Entering Unmasked Estep 
Score: -22478580.000000 Penalty: 6121.437500
	Iteration 44Q: 3 clusters Score -2.247858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 227795 members 
Entering Unmasked Estep 
Score: -22478574.000000 Penalty: 6121.437500
	Iteration 45Q: 3 clusters Score -2.247857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 227795 members 
Entering Unmasked Estep 
Score: -22478574.000000 Penalty: 6121.437500
	Iteration 46F: 3 clusters Score -2.247857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (96385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96385 members 
Entering Unmasked Estep 
Score: -9299228.000000 Penalty: 2846.074219
	Iteration 0F: 2 clusters Score -9299228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -9234553.000000 Penalty: 5692.148438
	Iteration 0F: 3 clusters Score -9234553 nChanged 45644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -9260722.000000 Penalty: 5692.148438
	Iteration 1F: 3 clusters Score -9260722 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -9261508.000000 Penalty: 5692.148438
	Iteration 2Q: 3 clusters Score -9261508 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -9262471.000000 Penalty: 5692.148438
	Iteration 3Q: 3 clusters Score -9262471 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -9263919.000000 Penalty: 5692.148438
	Iteration 4Q: 3 clusters Score -9263919 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -9266116.000000 Penalty: 5692.148438
	Iteration 5Q: 3 clusters Score -9266116 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -9269441.000000 Penalty: 5692.148438
	Iteration 6F: 3 clusters Score -9269441 nChanged 6054
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -9273940 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9278871 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -9283286 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -9286393 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9287757 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9288263 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9288450 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9288635 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9288718 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9288831 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9288914 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9289017 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9289158 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9289271 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9289325 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9289430 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9289592 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9289717 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9289887 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9290082 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9290270 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9290441 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9290658 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9290862 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9291005 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9291144 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52850 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9291296 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9291461 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9291592 nChanged 665
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9291683 nChanged 633
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9291759 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9291866 nChanged 539
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9291943 nChanged 504
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9292028 nChanged 465
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Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9292072 nChanged 425
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9292128 nChanged 397
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Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9292157 nChanged 416
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Mstep: Class 1 contains 56859 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9292193 nChanged 380
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Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9292267 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9292291 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9292327 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9292362 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9292409 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9292448 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9292446 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9292451 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59160 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9292429 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9292447 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9292510 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9292515 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60143 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9292509 nChanged 286
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Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9292553 nChanged 277
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Mstep: Class 1 contains 60680 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9292572 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60919 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9292597 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9292611 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9292648 nChanged 217
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Mstep: Class 1 contains 61561 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9292701 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61756 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9292721 nChanged 185
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Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9292700 nChanged 193
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Mstep: Class 1 contains 62124 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9292727 nChanged 188
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Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9292738 nChanged 224
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Mstep: Class 1 contains 62530 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9292764 nChanged 253
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Mstep: Class 1 contains 62773 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9292772 nChanged 248
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Mstep: Class 1 contains 63015 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9292796 nChanged 244
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Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9292825 nChanged 261
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Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9292818 nChanged 266
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Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9292821 nChanged 269
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Mstep: Class 1 contains 64053 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9292865 nChanged 294
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Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9292930 nChanged 271
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Mstep: Class 1 contains 64618 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9292953 nChanged 298
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Mstep: Class 1 contains 64916 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9292953 nChanged 305
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Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9292994 nChanged 323
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Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9293046 nChanged 351
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Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9293095 nChanged 355
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Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9293128 nChanged 364
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Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9293187 nChanged 427
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9293282 nChanged 433
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	Iteration 84Q: 3 clusters Score -9293319 nChanged 422
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Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 28507 members 
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	Iteration 85Q: 3 clusters Score -9293318 nChanged 409
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Mstep: Class 1 contains 68287 members 
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	Iteration 86Q: 3 clusters Score -9293414 nChanged 417
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Mstep: Class 1 contains 68702 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9293480 nChanged 430
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Mstep: Class 1 contains 69132 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9293521 nChanged 464
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Mstep: Class 1 contains 69596 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9293585 nChanged 488
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Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9293644 nChanged 523
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Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9293712 nChanged 582
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Mstep: Class 1 contains 71185 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9293794 nChanged 582
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Mstep: Class 1 contains 71767 members 
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	Iteration 93Q: 3 clusters Score -9293852 nChanged 563
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	Iteration 94Q: 3 clusters Score -9293944 nChanged 537
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Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9294004 nChanged 531
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Mstep: Class 1 contains 73396 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9294048 nChanged 524
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9294133 nChanged 522
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Mstep: Class 1 contains 74440 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -9294210.000000 Penalty: 5692.148438
	Iteration 98Q: 3 clusters Score -9294210 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74972 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -9294292.000000 Penalty: 5692.148438
	Iteration 99Q: 3 clusters Score -9294292 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75539 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -9294405.000000 Penalty: 5692.148438
	Iteration 100F: 3 clusters Score -9294405 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76095 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -9294520.000000 Penalty: 5692.148438
	Iteration 101Q: 3 clusters Score -9294520 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76652 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -9294632.000000 Penalty: 5692.148438
	Iteration 102Q: 3 clusters Score -9294632 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77205 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -9294716.000000 Penalty: 5692.148438
	Iteration 103Q: 3 clusters Score -9294716 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -9294823.000000 Penalty: 5692.148438
	Iteration 104Q: 3 clusters Score -9294823 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78346 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -9294910.000000 Penalty: 5692.148438
	Iteration 105Q: 3 clusters Score -9294910 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -9295023.000000 Penalty: 5692.148438
	Iteration 106Q: 3 clusters Score -9295023 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -9295141.000000 Penalty: 5692.148438
	Iteration 107Q: 3 clusters Score -9295141 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80009 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -9295305.000000 Penalty: 5692.148438
	Iteration 108Q: 3 clusters Score -9295305 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80595 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -9295435.000000 Penalty: 5692.148438
	Iteration 109Q: 3 clusters Score -9295435 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81227 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -9295603.000000 Penalty: 5692.148438
	Iteration 110Q: 3 clusters Score -9295603 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -9295881.000000 Penalty: 5692.148438
	Iteration 111Q: 3 clusters Score -9295881 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -9296220.000000 Penalty: 5692.148438
	Iteration 112Q: 3 clusters Score -9296220 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83291 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -9296749.000000 Penalty: 5692.148438
	Iteration 113Q: 3 clusters Score -9296749 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83993 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -9297567.000000 Penalty: 5692.148438
	Iteration 114Q: 3 clusters Score -9297567 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84659 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -9298675.000000 Penalty: 5692.148438
	Iteration 115Q: 3 clusters Score -9298675 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -9299505.000000 Penalty: 5692.148438
	Iteration 116Q: 3 clusters Score -9299505 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85356 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -9299856.000000 Penalty: 5692.148438
	Iteration 117Q: 3 clusters Score -9299856 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -9299941.000000 Penalty: 5692.148438
	Iteration 118Q: 3 clusters Score -9299941 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -9299984.000000 Penalty: 5692.148438
	Iteration 119Q: 3 clusters Score -9299984 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85666 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -9300014.000000 Penalty: 5692.148438
	Iteration 120F: 3 clusters Score -9300014 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85721 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -9300012.000000 Penalty: 5692.148438
	Iteration 121Q: 3 clusters Score -9300012 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85764 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -9300028.000000 Penalty: 5692.148438
	Iteration 122Q: 3 clusters Score -9300028 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85801 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -9300045.000000 Penalty: 5692.148438
	Iteration 123Q: 3 clusters Score -9300045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85826 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -9300042.000000 Penalty: 5692.148438
	Iteration 124Q: 3 clusters Score -9300042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85838 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -9300037.000000 Penalty: 5692.148438
	Iteration 125Q: 3 clusters Score -9300037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85846 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -9300025.000000 Penalty: 5692.148438
	Iteration 126Q: 3 clusters Score -9300025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85856 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -9300016.000000 Penalty: 5692.148438
	Iteration 127Q: 3 clusters Score -9300016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -9300017.000000 Penalty: 5692.148438
	Iteration 128Q: 3 clusters Score -9300017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85863 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -9300018.000000 Penalty: 5692.148438
	Iteration 129Q: 3 clusters Score -9300018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85863 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -9300023.000000 Penalty: 5692.148438
	Iteration 130Q: 3 clusters Score -9300023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -9300018.000000 Penalty: 5692.148438
	Iteration 131Q: 3 clusters Score -9300018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -9300018.000000 Penalty: 5692.148438
	Iteration 132F: 3 clusters Score -9300018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 9330 members 
Mstep: Class 3 contains 23636 members 
Mstep: Class 4 contains 9644 members 
Mstep: Class 5 contains 15628 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 7888 members 
Mstep: Class 8 contains 229030 members 
Mstep: Class 9 contains 85862 members 
Mstep: Class 10 contains 17976 members 
Mstep: Class 11 contains 10155 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 12904 members 
Mstep: Class 14 contains 311941 members 
Mstep: Class 15 contains 222042 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 11833 members 
Mstep: Class 18 contains 18467 members 
Mstep: Class 19 contains 15158 members 
Mstep: Class 20 contains 67282 members 
Mstep: Class 21 contains 129413 members 
Mstep: Class 22 contains 3477 members 
Mstep: Class 23 contains 15501 members 
Mstep: Class 24 contains 236550 members 
Mstep: Class 25 contains 8768 members 
Mstep: Class 26 contains 9369 members 
Mstep: Class 27 contains 42611 members 
Mstep: Class 28 contains 4022 members 
Mstep: Class 29 contains 10523 members 
Entering Unmasked Estep 
Score: -157644192.000000 Penalty: 103058.085938
Splitting cluster 9 changes total score from -157644448.000000 to -157644192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (17976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Entering Unmasked Estep 
Score: -1661752.500000 Penalty: 2429.604736
	Iteration 0F: 2 clusters Score -1661752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1648952.125000 Penalty: 4859.209473
	Iteration 0F: 3 clusters Score -1648952 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1653545.375000 Penalty: 4859.209473
	Iteration 1F: 3 clusters Score -1653545 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1654712.250000 Penalty: 4859.209473
	Iteration 2F: 3 clusters Score -1654712 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1656352.875000 Penalty: 4859.209473
	Iteration 3F: 3 clusters Score -1656353 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1657967.250000 Penalty: 4859.209473
	Iteration 4F: 3 clusters Score -1657967 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1659292.125000 Penalty: 4859.209473
	Iteration 5F: 3 clusters Score -1659292 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1660364.625000 Penalty: 4859.209473
	Iteration 6F: 3 clusters Score -1660365 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1661104.125000 Penalty: 4859.209473
	Iteration 7F: 3 clusters Score -1661104 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1661610.500000 Penalty: 4859.209473
	Iteration 8Q: 3 clusters Score -1661610 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1661877.500000 Penalty: 4859.209473
	Iteration 9Q: 3 clusters Score -1661878 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1662026.250000 Penalty: 4859.209473
	Iteration 10Q: 3 clusters Score -1662026 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1662093.125000 Penalty: 4859.209473
	Iteration 11Q: 3 clusters Score -1662093 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1662123.375000 Penalty: 4859.209473
	Iteration 12Q: 3 clusters Score -1662123 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1662146.375000 Penalty: 4859.209473
	Iteration 13Q: 3 clusters Score -1662146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1662163.750000 Penalty: 4859.209473
	Iteration 14Q: 3 clusters Score -1662164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1662174.500000 Penalty: 4859.209473
	Iteration 15Q: 3 clusters Score -1662174 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1662194.625000 Penalty: 4859.209473
	Iteration 16Q: 3 clusters Score -1662195 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1662197.750000 Penalty: 4859.209473
	Iteration 17Q: 3 clusters Score -1662198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1662201.625000 Penalty: 4859.209473
	Iteration 18Q: 3 clusters Score -1662202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1662211.375000 Penalty: 4859.209473
	Iteration 19Q: 3 clusters Score -1662211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1662219.250000 Penalty: 4859.209473
	Iteration 20F: 3 clusters Score -1662219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1662221.875000 Penalty: 4859.209473
	Iteration 21Q: 3 clusters Score -1662222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1662228.500000 Penalty: 4859.209473
	Iteration 22Q: 3 clusters Score -1662228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1662230.375000 Penalty: 4859.209473
	Iteration 23Q: 3 clusters Score -1662230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1662232.250000 Penalty: 4859.209473
	Iteration 24Q: 3 clusters Score -1662232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1662244.500000 Penalty: 4859.209473
	Iteration 25Q: 3 clusters Score -1662244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1662245.000000 Penalty: 4859.209473
	Iteration 26Q: 3 clusters Score -1662245 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1662256.625000 Penalty: 4859.209473
	Iteration 27Q: 3 clusters Score -1662257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1662267.000000 Penalty: 4859.209473
	Iteration 28Q: 3 clusters Score -1662267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1662264.375000 Penalty: 4859.209473
	Iteration 29Q: 3 clusters Score -1662264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1662264.375000 Penalty: 4859.209473
	Iteration 30Q: 3 clusters Score -1662264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1662268.500000 Penalty: 4859.209473
	Iteration 31Q: 3 clusters Score -1662268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1662282.625000 Penalty: 4859.209473
	Iteration 32Q: 3 clusters Score -1662283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1662285.375000 Penalty: 4859.209473
	Iteration 33Q: 3 clusters Score -1662285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1662286.875000 Penalty: 4859.209473
	Iteration 34Q: 3 clusters Score -1662287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1662286.875000 Penalty: 4859.209473
	Iteration 35Q: 3 clusters Score -1662287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1662287.750000 Penalty: 4859.209473
	Iteration 36Q: 3 clusters Score -1662288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1662290.375000 Penalty: 4859.209473
	Iteration 37Q: 3 clusters Score -1662290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1662287.000000 Penalty: 4859.209473
	Iteration 38Q: 3 clusters Score -1662287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1662292.500000 Penalty: 4859.209473
	Iteration 39Q: 3 clusters Score -1662292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1662292.625000 Penalty: 4859.209473
	Iteration 40F: 3 clusters Score -1662293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1662292.750000 Penalty: 4859.209473
	Iteration 41Q: 3 clusters Score -1662293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1662290.250000 Penalty: 4859.209473
	Iteration 42Q: 3 clusters Score -1662290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1662291.625000 Penalty: 4859.209473
	Iteration 43Q: 3 clusters Score -1662292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1662293.125000 Penalty: 4859.209473
	Iteration 44Q: 3 clusters Score -1662293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1662294.375000 Penalty: 4859.209473
	Iteration 45Q: 3 clusters Score -1662294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1662296.000000 Penalty: 4859.209473
	Iteration 46Q: 3 clusters Score -1662296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1662295.750000 Penalty: 4859.209473
	Iteration 47Q: 3 clusters Score -1662296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1662297.000000 Penalty: 4859.209473
	Iteration 48Q: 3 clusters Score -1662297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1662301.000000 Penalty: 4859.209473
	Iteration 49Q: 3 clusters Score -1662301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1662302.375000 Penalty: 4859.209473
	Iteration 50Q: 3 clusters Score -1662302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1662300.750000 Penalty: 4859.209473
	Iteration 51Q: 3 clusters Score -1662301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1662302.375000 Penalty: 4859.209473
	Iteration 52Q: 3 clusters Score -1662302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1662300.500000 Penalty: 4859.209473
	Iteration 53Q: 3 clusters Score -1662300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1662300.750000 Penalty: 4859.209473
	Iteration 54Q: 3 clusters Score -1662301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1662301.875000 Penalty: 4859.209473
	Iteration 55Q: 3 clusters Score -1662302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1662305.500000 Penalty: 4859.209473
	Iteration 56Q: 3 clusters Score -1662306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1662301.125000 Penalty: 4859.209473
	Iteration 57Q: 3 clusters Score -1662301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1662303.625000 Penalty: 4859.209473
	Iteration 58Q: 3 clusters Score -1662304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1662299.625000 Penalty: 4859.209473
	Iteration 59Q: 3 clusters Score -1662300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1662301.375000 Penalty: 4859.209473
	Iteration 60F: 3 clusters Score -1662301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 9330 members 
Mstep: Class 3 contains 23636 members 
Mstep: Class 4 contains 9644 members 
Mstep: Class 5 contains 15628 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 7888 members 
Mstep: Class 8 contains 229030 members 
Mstep: Class 9 contains 96385 members 
Mstep: Class 10 contains 11191 members 
Mstep: Class 11 contains 10155 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 12904 members 
Mstep: Class 14 contains 311941 members 
Mstep: Class 15 contains 222042 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 11833 members 
Mstep: Class 18 contains 18467 members 
Mstep: Class 19 contains 15158 members 
Mstep: Class 20 contains 67282 members 
Mstep: Class 21 contains 129413 members 
Mstep: Class 22 contains 3477 members 
Mstep: Class 23 contains 15501 members 
Mstep: Class 24 contains 236550 members 
Mstep: Class 25 contains 8768 members 
Mstep: Class 26 contains 9369 members 
Mstep: Class 27 contains 42611 members 
Mstep: Class 28 contains 4022 members 
Mstep: Class 29 contains 6785 members 
Entering Unmasked Estep 
Score: -157644656.000000 Penalty: 103058.085938
Splitting cluster 10 changes total score from -157644448.000000 to -157644656.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (10155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Entering Unmasked Estep 
Score: -981784.125000 Penalty: 2287.979004
	Iteration 0F: 2 clusters Score -981784.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -974059.875000 Penalty: 4575.958008
	Iteration 0F: 3 clusters Score -974059.9 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -976291.125000 Penalty: 4575.958008
	Iteration 1F: 3 clusters Score -976291.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -976725.875000 Penalty: 4575.958008
	Iteration 2F: 3 clusters Score -976725.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -977183.750000 Penalty: 4575.958008
	Iteration 3F: 3 clusters Score -977183.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -977552.312500 Penalty: 4575.958008
	Iteration 4F: 3 clusters Score -977552.3 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -977933.000000 Penalty: 4575.958008
	Iteration 5F: 3 clusters Score -977933 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -978302.500000 Penalty: 4575.958008
	Iteration 6F: 3 clusters Score -978302.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -978657.125000 Penalty: 4575.958008
	Iteration 7F: 3 clusters Score -978657.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -978986.687500 Penalty: 4575.958008
	Iteration 8Q: 3 clusters Score -978986.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -979251.937500 Penalty: 4575.958008
	Iteration 9Q: 3 clusters Score -979251.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -979447.937500 Penalty: 4575.958008
	Iteration 10Q: 3 clusters Score -979447.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -979592.937500 Penalty: 4575.958008
	Iteration 11Q: 3 clusters Score -979592.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -979718.437500 Penalty: 4575.958008
	Iteration 12Q: 3 clusters Score -979718.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -979831.562500 Penalty: 4575.958008
	Iteration 13Q: 3 clusters Score -979831.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -979925.125000 Penalty: 4575.958008
	Iteration 14Q: 3 clusters Score -979925.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -980021.375000 Penalty: 4575.958008
	Iteration 15Q: 3 clusters Score -980021.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -980102.812500 Penalty: 4575.958008
	Iteration 16Q: 3 clusters Score -980102.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -980182.250000 Penalty: 4575.958008
	Iteration 17Q: 3 clusters Score -980182.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -980245.687500 Penalty: 4575.958008
	Iteration 18Q: 3 clusters Score -980245.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -980288.062500 Penalty: 4575.958008
	Iteration 19Q: 3 clusters Score -980288.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -980311.312500 Penalty: 4575.958008
	Iteration 20F: 3 clusters Score -980311.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -980332.562500 Penalty: 4575.958008
	Iteration 21Q: 3 clusters Score -980332.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -980348.250000 Penalty: 4575.958008
	Iteration 22Q: 3 clusters Score -980348.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -980360.937500 Penalty: 4575.958008
	Iteration 23Q: 3 clusters Score -980360.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -980374.437500 Penalty: 4575.958008
	Iteration 24Q: 3 clusters Score -980374.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -980381.875000 Penalty: 4575.958008
	Iteration 25Q: 3 clusters Score -980381.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -980387.437500 Penalty: 4575.958008
	Iteration 26Q: 3 clusters Score -980387.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -980389.812500 Penalty: 4575.958008
	Iteration 27Q: 3 clusters Score -980389.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -980395.062500 Penalty: 4575.958008
	Iteration 28Q: 3 clusters Score -980395.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -980397.250000 Penalty: 4575.958008
	Iteration 29Q: 3 clusters Score -980397.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -980399.625000 Penalty: 4575.958008
	Iteration 30Q: 3 clusters Score -980399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -980401.812500 Penalty: 4575.958008
	Iteration 31Q: 3 clusters Score -980401.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -980404.062500 Penalty: 4575.958008
	Iteration 32Q: 3 clusters Score -980404.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -980408.000000 Penalty: 4575.958008
	Iteration 33Q: 3 clusters Score -980408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -980405.687500 Penalty: 4575.958008
	Iteration 34Q: 3 clusters Score -980405.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -980406.375000 Penalty: 4575.958008
	Iteration 35Q: 3 clusters Score -980406.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -980407.125000 Penalty: 4575.958008
	Iteration 36Q: 3 clusters Score -980407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -980408.062500 Penalty: 4575.958008
	Iteration 37Q: 3 clusters Score -980408.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -980408.062500 Penalty: 4575.958008
	Iteration 38F: 3 clusters Score -980408.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Entering Unmasked Estep 
Score: -781408.062500 Penalty: 2224.099121
	Iteration 0F: 2 clusters Score -781408.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -775071.500000 Penalty: 4448.198242
	Iteration 0F: 3 clusters Score -775071.5 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -776761.375000 Penalty: 4448.198242
	Iteration 1F: 3 clusters Score -776761.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -777044.562500 Penalty: 4448.198242
	Iteration 2F: 3 clusters Score -777044.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -777273.937500 Penalty: 4448.198242
	Iteration 3F: 3 clusters Score -777273.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -777482.562500 Penalty: 4448.198242
	Iteration 4Q: 3 clusters Score -777482.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -777669.625000 Penalty: 4448.198242
	Iteration 5Q: 3 clusters Score -777669.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -777862.062500 Penalty: 4448.198242
	Iteration 6Q: 3 clusters Score -777862.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -778093.187500 Penalty: 4448.198242
	Iteration 7Q: 3 clusters Score -778093.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -778336.937500 Penalty: 4448.198242
	Iteration 8Q: 3 clusters Score -778336.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -778576.687500 Penalty: 4448.198242
	Iteration 9Q: 3 clusters Score -778576.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -778801.312500 Penalty: 4448.198242
	Iteration 10Q: 3 clusters Score -778801.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -778976.250000 Penalty: 4448.198242
	Iteration 11Q: 3 clusters Score -778976.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -779110.437500 Penalty: 4448.198242
	Iteration 12Q: 3 clusters Score -779110.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -779207.875000 Penalty: 4448.198242
	Iteration 13Q: 3 clusters Score -779207.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -779288.500000 Penalty: 4448.198242
	Iteration 14Q: 3 clusters Score -779288.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -779357.750000 Penalty: 4448.198242
	Iteration 15Q: 3 clusters Score -779357.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -779396.812500 Penalty: 4448.198242
	Iteration 16Q: 3 clusters Score -779396.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -779422.937500 Penalty: 4448.198242
	Iteration 17Q: 3 clusters Score -779422.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -779436.625000 Penalty: 4448.198242
	Iteration 18Q: 3 clusters Score -779436.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -779449.562500 Penalty: 4448.198242
	Iteration 19Q: 3 clusters Score -779449.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -779462.937500 Penalty: 4448.198242
	Iteration 20F: 3 clusters Score -779462.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -779476.437500 Penalty: 4448.198242
	Iteration 21Q: 3 clusters Score -779476.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -779486.750000 Penalty: 4448.198242
	Iteration 22Q: 3 clusters Score -779486.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -779496.375000 Penalty: 4448.198242
	Iteration 23Q: 3 clusters Score -779496.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -779509.375000 Penalty: 4448.198242
	Iteration 24Q: 3 clusters Score -779509.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -779513.875000 Penalty: 4448.198242
	Iteration 25Q: 3 clusters Score -779513.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -779521.125000 Penalty: 4448.198242
	Iteration 26Q: 3 clusters Score -779521.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -779533.500000 Penalty: 4448.198242
	Iteration 27Q: 3 clusters Score -779533.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -779538.625000 Penalty: 4448.198242
	Iteration 28Q: 3 clusters Score -779538.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -779540.750000 Penalty: 4448.198242
	Iteration 29Q: 3 clusters Score -779540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -779542.812500 Penalty: 4448.198242
	Iteration 30Q: 3 clusters Score -779542.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -779547.750000 Penalty: 4448.198242
	Iteration 31Q: 3 clusters Score -779547.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -779553.375000 Penalty: 4448.198242
	Iteration 32Q: 3 clusters Score -779553.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -779554.062500 Penalty: 4448.198242
	Iteration 33Q: 3 clusters Score -779554.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -779554.062500 Penalty: 4448.198242
	Iteration 34F: 3 clusters Score -779554.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Entering Unmasked Estep 
Score: -1195656.125000 Penalty: 2347.392578
	Iteration 0F: 2 clusters Score -1195656 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 6446 members 
Entering Unmasked Estep 
Score: -1186239.500000 Penalty: 4694.785156
	Iteration 0F: 3 clusters Score -1186240 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1189165.375000 Penalty: 4694.785156
	Iteration 1F: 3 clusters Score -1189165 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1189550.000000 Penalty: 4694.785156
	Iteration 2F: 3 clusters Score -1189550 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1189858.250000 Penalty: 4694.785156
	Iteration 3F: 3 clusters Score -1189858 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1190154.500000 Penalty: 4694.785156
	Iteration 4Q: 3 clusters Score -1190154 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1190532.250000 Penalty: 4694.785156
	Iteration 5Q: 3 clusters Score -1190532 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1190938.375000 Penalty: 4694.785156
	Iteration 6F: 3 clusters Score -1190938 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1191379.375000 Penalty: 4694.785156
	Iteration 7F: 3 clusters Score -1191379 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1191772.625000 Penalty: 4694.785156
	Iteration 8Q: 3 clusters Score -1191773 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1192109.125000 Penalty: 4694.785156
	Iteration 9Q: 3 clusters Score -1192109 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1192396.500000 Penalty: 4694.785156
	Iteration 10Q: 3 clusters Score -1192396 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1192688.875000 Penalty: 4694.785156
	Iteration 11Q: 3 clusters Score -1192689 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1193019.000000 Penalty: 4694.785156
	Iteration 12Q: 3 clusters Score -1193019 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1193406.250000 Penalty: 4694.785156
	Iteration 13Q: 3 clusters Score -1193406 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1193746.250000 Penalty: 4694.785156
	Iteration 14Q: 3 clusters Score -1193746 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1194093.500000 Penalty: 4694.785156
	Iteration 15Q: 3 clusters Score -1194094 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1194449.625000 Penalty: 4694.785156
	Iteration 16Q: 3 clusters Score -1194450 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1194743.250000 Penalty: 4694.785156
	Iteration 17Q: 3 clusters Score -1194743 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1194901.000000 Penalty: 4694.785156
	Iteration 18Q: 3 clusters Score -1194901 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1194987.375000 Penalty: 4694.785156
	Iteration 19Q: 3 clusters Score -1194987 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1195034.375000 Penalty: 4694.785156
	Iteration 20F: 3 clusters Score -1195034 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1195059.125000 Penalty: 4694.785156
	Iteration 21Q: 3 clusters Score -1195059 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1195079.125000 Penalty: 4694.785156
	Iteration 22Q: 3 clusters Score -1195079 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1195088.750000 Penalty: 4694.785156
	Iteration 23Q: 3 clusters Score -1195089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1195089.125000 Penalty: 4694.785156
	Iteration 24Q: 3 clusters Score -1195089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1195095.375000 Penalty: 4694.785156
	Iteration 25Q: 3 clusters Score -1195095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1195094.375000 Penalty: 4694.785156
	Iteration 26Q: 3 clusters Score -1195094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1195097.250000 Penalty: 4694.785156
	Iteration 27Q: 3 clusters Score -1195097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1195097.625000 Penalty: 4694.785156
	Iteration 28Q: 3 clusters Score -1195098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1195100.750000 Penalty: 4694.785156
	Iteration 29Q: 3 clusters Score -1195101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1195100.625000 Penalty: 4694.785156
	Iteration 30Q: 3 clusters Score -1195101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1195100.250000 Penalty: 4694.785156
	Iteration 31Q: 3 clusters Score -1195100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1195099.000000 Penalty: 4694.785156
	Iteration 32Q: 3 clusters Score -1195099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1195100.750000 Penalty: 4694.785156
	Iteration 33Q: 3 clusters Score -1195101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1195101.250000 Penalty: 4694.785156
	Iteration 34Q: 3 clusters Score -1195101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1195105.250000 Penalty: 4694.785156
	Iteration 35Q: 3 clusters Score -1195105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1195104.625000 Penalty: 4694.785156
	Iteration 36Q: 3 clusters Score -1195105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1195104.500000 Penalty: 4694.785156
	Iteration 37Q: 3 clusters Score -1195104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1195108.625000 Penalty: 4694.785156
	Iteration 38Q: 3 clusters Score -1195109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1195108.375000 Penalty: 4694.785156
	Iteration 39Q: 3 clusters Score -1195108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1195107.625000 Penalty: 4694.785156
	Iteration 40F: 3 clusters Score -1195108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1195106.625000 Penalty: 4694.785156
	Iteration 41Q: 3 clusters Score -1195107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1195106.375000 Penalty: 4694.785156
	Iteration 42Q: 3 clusters Score -1195106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1195109.125000 Penalty: 4694.785156
	Iteration 43Q: 3 clusters Score -1195109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1195108.875000 Penalty: 4694.785156
	Iteration 44Q: 3 clusters Score -1195109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1195107.375000 Penalty: 4694.785156
	Iteration 45Q: 3 clusters Score -1195107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1195108.375000 Penalty: 4694.785156
	Iteration 46Q: 3 clusters Score -1195108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1195108.375000 Penalty: 4694.785156
	Iteration 47F: 3 clusters Score -1195108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (311941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311941 members 
Entering Unmasked Estep 
Score: -30521268.000000 Penalty: 3137.341064
	Iteration 0F: 2 clusters Score -3.052127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155705 members 
Mstep: Class 2 contains 156236 members 
Entering Unmasked Estep 
Score: -30322768.000000 Penalty: 6274.682129
	Iteration 0F: 3 clusters Score -3.032277e+07 nChanged 150867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146340 members 
Mstep: Class 2 contains 165601 members 
Entering Unmasked Estep 
Score: -30411578.000000 Penalty: 6274.682129
	Iteration 1F: 3 clusters Score -3.041158e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141140 members 
Mstep: Class 2 contains 170801 members 
Entering Unmasked Estep 
Score: -30413088.000000 Penalty: 6274.682129
	Iteration 2Q: 3 clusters Score -3.041309e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133283 members 
Mstep: Class 2 contains 178658 members 
Entering Unmasked Estep 
Score: -30415434.000000 Penalty: 6274.682129
	Iteration 3Q: 3 clusters Score -3.041543e+07 nChanged 13095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121298 members 
Mstep: Class 2 contains 190643 members 
Entering Unmasked Estep 
Score: -30419802.000000 Penalty: 6274.682129
	Iteration 4Q: 3 clusters Score -3.04198e+07 nChanged 17842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104192 members 
Mstep: Class 2 contains 207749 members 
Entering Unmasked Estep 
Score: -30428048.000000 Penalty: 6274.682129
	Iteration 5F: 3 clusters Score -3.042805e+07 nChanged 22442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 229699 members 
Entering Unmasked Estep 
Score: -30442084.000000 Penalty: 6274.682129
	Iteration 6F: 3 clusters Score -3.044208e+07 nChanged 24334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 253699 members 
Entering Unmasked Estep 
Score: -30460854.000000 Penalty: 6274.682129
	Iteration 7F: 3 clusters Score -3.046085e+07 nChanged 21124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 274561 members 
Entering Unmasked Estep 
Score: -30480284.000000 Penalty: 6274.682129
	Iteration 8F: 3 clusters Score -3.048028e+07 nChanged 14496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 288757 members 
Entering Unmasked Estep 
Score: -30494346.000000 Penalty: 6274.682129
	Iteration 9Q: 3 clusters Score -3.049435e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 297344 members 
Entering Unmasked Estep 
Score: -30503270.000000 Penalty: 6274.682129
	Iteration 10Q: 3 clusters Score -3.050327e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 302652 members 
Entering Unmasked Estep 
Score: -30508890.000000 Penalty: 6274.682129
	Iteration 11Q: 3 clusters Score -3.050889e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 306045 members 
Entering Unmasked Estep 
Score: -30512774.000000 Penalty: 6274.682129
	Iteration 12Q: 3 clusters Score -3.051277e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 308221 members 
Entering Unmasked Estep 
Score: -30515170.000000 Penalty: 6274.682129
	Iteration 13Q: 3 clusters Score -3.051517e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 309553 members 
Entering Unmasked Estep 
Score: -30516736.000000 Penalty: 6274.682129
	Iteration 14Q: 3 clusters Score -3.051674e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 310303 members 
Entering Unmasked Estep 
Score: -30517528.000000 Penalty: 6274.682129
	Iteration 15Q: 3 clusters Score -3.051753e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 310691 members 
Entering Unmasked Estep 
Score: -30517888.000000 Penalty: 6274.682129
	Iteration 16Q: 3 clusters Score -3.051789e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 310929 members 
Entering Unmasked Estep 
Score: -30518130.000000 Penalty: 6274.682129
	Iteration 17Q: 3 clusters Score -3.051813e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 311058 members 
Entering Unmasked Estep 
Score: -30518310.000000 Penalty: 6274.682129
	Iteration 18Q: 3 clusters Score -3.051831e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 311107 members 
Entering Unmasked Estep 
Score: -30518390.000000 Penalty: 6274.682129
	Iteration 19Q: 3 clusters Score -3.051839e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 311135 members 
Entering Unmasked Estep 
Score: -30518468.000000 Penalty: 6274.682129
	Iteration 20F: 3 clusters Score -3.051847e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 311157 members 
Entering Unmasked Estep 
Score: -30518498.000000 Penalty: 6274.682129
	Iteration 21Q: 3 clusters Score -3.05185e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 311172 members 
Entering Unmasked Estep 
Score: -30518532.000000 Penalty: 6274.682129
	Iteration 22Q: 3 clusters Score -3.051853e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 311196 members 
Entering Unmasked Estep 
Score: -30518590.000000 Penalty: 6274.682129
	Iteration 23Q: 3 clusters Score -3.051859e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 311207 members 
Entering Unmasked Estep 
Score: -30518626.000000 Penalty: 6274.682129
	Iteration 24Q: 3 clusters Score -3.051863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 311209 members 
Entering Unmasked Estep 
Score: -30518668.000000 Penalty: 6274.682129
	Iteration 25Q: 3 clusters Score -3.051867e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 311215 members 
Entering Unmasked Estep 
Score: -30518684.000000 Penalty: 6274.682129
	Iteration 26Q: 3 clusters Score -3.051868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 311221 members 
Entering Unmasked Estep 
Score: -30518712.000000 Penalty: 6274.682129
	Iteration 27Q: 3 clusters Score -3.051871e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 311234 members 
Entering Unmasked Estep 
Score: -30518730.000000 Penalty: 6274.682129
	Iteration 28Q: 3 clusters Score -3.051873e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 311241 members 
Entering Unmasked Estep 
Score: -30518758.000000 Penalty: 6274.682129
	Iteration 29Q: 3 clusters Score -3.051876e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 311255 members 
Entering Unmasked Estep 
Score: -30518804.000000 Penalty: 6274.682129
	Iteration 30Q: 3 clusters Score -3.05188e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 311265 members 
Entering Unmasked Estep 
Score: -30518830.000000 Penalty: 6274.682129
	Iteration 31Q: 3 clusters Score -3.051883e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 311273 members 
Entering Unmasked Estep 
Score: -30518856.000000 Penalty: 6274.682129
	Iteration 32Q: 3 clusters Score -3.051886e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 311278 members 
Entering Unmasked Estep 
Score: -30518872.000000 Penalty: 6274.682129
	Iteration 33Q: 3 clusters Score -3.051887e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 311282 members 
Entering Unmasked Estep 
Score: -30518912.000000 Penalty: 6274.682129
	Iteration 34Q: 3 clusters Score -3.051891e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 311289 members 
Entering Unmasked Estep 
Score: -30518898.000000 Penalty: 6274.682129
	Iteration 35Q: 3 clusters Score -3.05189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 311292 members 
Entering Unmasked Estep 
Score: -30518924.000000 Penalty: 6274.682129
	Iteration 36Q: 3 clusters Score -3.051892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 311284 members 
Entering Unmasked Estep 
Score: -30518968.000000 Penalty: 6274.682129
	Iteration 37Q: 3 clusters Score -3.051897e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 311278 members 
Entering Unmasked Estep 
Score: -30518972.000000 Penalty: 6274.682129
	Iteration 38Q: 3 clusters Score -3.051897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 311277 members 
Entering Unmasked Estep 
Score: -30518960.000000 Penalty: 6274.682129
	Iteration 39Q: 3 clusters Score -3.051896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 311272 members 
Entering Unmasked Estep 
Score: -30518956.000000 Penalty: 6274.682129
	Iteration 40F: 3 clusters Score -3.051896e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 311264 members 
Entering Unmasked Estep 
Score: -30518986.000000 Penalty: 6274.682129
	Iteration 41Q: 3 clusters Score -3.051899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 311252 members 
Entering Unmasked Estep 
Score: -30519022.000000 Penalty: 6274.682129
	Iteration 42Q: 3 clusters Score -3.051902e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 311239 members 
Entering Unmasked Estep 
Score: -30519014.000000 Penalty: 6274.682129
	Iteration 43Q: 3 clusters Score -3.051901e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 311224 members 
Entering Unmasked Estep 
Score: -30519066.000000 Penalty: 6274.682129
	Iteration 44Q: 3 clusters Score -3.051907e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 311205 members 
Entering Unmasked Estep 
Score: -30519076.000000 Penalty: 6274.682129
	Iteration 45Q: 3 clusters Score -3.051908e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 311198 members 
Entering Unmasked Estep 
Score: -30519098.000000 Penalty: 6274.682129
	Iteration 46Q: 3 clusters Score -3.05191e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 311190 members 
Entering Unmasked Estep 
Score: -30519106.000000 Penalty: 6274.682129
	Iteration 47Q: 3 clusters Score -3.051911e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 311183 members 
Entering Unmasked Estep 
Score: -30519118.000000 Penalty: 6274.682129
	Iteration 48Q: 3 clusters Score -3.051912e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 311173 members 
Entering Unmasked Estep 
Score: -30519134.000000 Penalty: 6274.682129
	Iteration 49Q: 3 clusters Score -3.051913e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 311167 members 
Entering Unmasked Estep 
Score: -30519140.000000 Penalty: 6274.682129
	Iteration 50Q: 3 clusters Score -3.051914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 311165 members 
Entering Unmasked Estep 
Score: -30519166.000000 Penalty: 6274.682129
	Iteration 51Q: 3 clusters Score -3.051917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 311161 members 
Entering Unmasked Estep 
Score: -30519172.000000 Penalty: 6274.682129
	Iteration 52Q: 3 clusters Score -3.051917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 311155 members 
Entering Unmasked Estep 
Score: -30519166.000000 Penalty: 6274.682129
	Iteration 53Q: 3 clusters Score -3.051917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 311155 members 
Entering Unmasked Estep 
Score: -30519174.000000 Penalty: 6274.682129
	Iteration 54Q: 3 clusters Score -3.051917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 311151 members 
Entering Unmasked Estep 
Score: -30519162.000000 Penalty: 6274.682129
	Iteration 55Q: 3 clusters Score -3.051916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 311149 members 
Entering Unmasked Estep 
Score: -30519164.000000 Penalty: 6274.682129
	Iteration 56Q: 3 clusters Score -3.051916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 311143 members 
Entering Unmasked Estep 
Score: -30519168.000000 Penalty: 6274.682129
	Iteration 57Q: 3 clusters Score -3.051917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 311137 members 
Entering Unmasked Estep 
Score: -30519172.000000 Penalty: 6274.682129
	Iteration 58Q: 3 clusters Score -3.051917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 311136 members 
Entering Unmasked Estep 
Score: -30519174.000000 Penalty: 6274.682129
	Iteration 59Q: 3 clusters Score -3.051917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 311135 members 
Entering Unmasked Estep 
Score: -30519196.000000 Penalty: 6274.682129
	Iteration 60F: 3 clusters Score -3.05192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 311133 members 
Entering Unmasked Estep 
Score: -30519192.000000 Penalty: 6274.682129
	Iteration 61Q: 3 clusters Score -3.051919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 311132 members 
Entering Unmasked Estep 
Score: -30519200.000000 Penalty: 6274.682129
	Iteration 62Q: 3 clusters Score -3.05192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 311127 members 
Entering Unmasked Estep 
Score: -30519210.000000 Penalty: 6274.682129
	Iteration 63Q: 3 clusters Score -3.051921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 311123 members 
Entering Unmasked Estep 
Score: -30519216.000000 Penalty: 6274.682129
	Iteration 64Q: 3 clusters Score -3.051922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 311120 members 
Entering Unmasked Estep 
Score: -30519222.000000 Penalty: 6274.682129
	Iteration 65Q: 3 clusters Score -3.051922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 311111 members 
Entering Unmasked Estep 
Score: -30519226.000000 Penalty: 6274.682129
	Iteration 66Q: 3 clusters Score -3.051923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 311104 members 
Entering Unmasked Estep 
Score: -30519242.000000 Penalty: 6274.682129
	Iteration 67Q: 3 clusters Score -3.051924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 311102 members 
Entering Unmasked Estep 
Score: -30519252.000000 Penalty: 6274.682129
	Iteration 68Q: 3 clusters Score -3.051925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 311102 members 
Entering Unmasked Estep 
Score: -30519262.000000 Penalty: 6274.682129
	Iteration 69Q: 3 clusters Score -3.051926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 311097 members 
Entering Unmasked Estep 
Score: -30519258.000000 Penalty: 6274.682129
	Iteration 70Q: 3 clusters Score -3.051926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 311094 members 
Entering Unmasked Estep 
Score: -30519250.000000 Penalty: 6274.682129
	Iteration 71Q: 3 clusters Score -3.051925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 311094 members 
Entering Unmasked Estep 
Score: -30519264.000000 Penalty: 6274.682129
	Iteration 72Q: 3 clusters Score -3.051926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 311095 members 
Entering Unmasked Estep 
Score: -30519264.000000 Penalty: 6274.682129
	Iteration 73Q: 3 clusters Score -3.051926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 311097 members 
Entering Unmasked Estep 
Score: -30519280.000000 Penalty: 6274.682129
	Iteration 74Q: 3 clusters Score -3.051928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 311095 members 
Entering Unmasked Estep 
Score: -30519286.000000 Penalty: 6274.682129
	Iteration 75Q: 3 clusters Score -3.051929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 311094 members 
Entering Unmasked Estep 
Score: -30519272.000000 Penalty: 6274.682129
	Iteration 76Q: 3 clusters Score -3.051927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 311088 members 
Entering Unmasked Estep 
Score: -30519270.000000 Penalty: 6274.682129
	Iteration 77Q: 3 clusters Score -3.051927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 311085 members 
Entering Unmasked Estep 
Score: -30519268.000000 Penalty: 6274.682129
	Iteration 78Q: 3 clusters Score -3.051927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 311089 members 
Entering Unmasked Estep 
Score: -30519262.000000 Penalty: 6274.682129
	Iteration 79Q: 3 clusters Score -3.051926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 311093 members 
Entering Unmasked Estep 
Score: -30519272.000000 Penalty: 6274.682129
	Iteration 80F: 3 clusters Score -3.051927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 311093 members 
Entering Unmasked Estep 
Score: -30519270.000000 Penalty: 6274.682129
	Iteration 81Q: 3 clusters Score -3.051927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 311096 members 
Entering Unmasked Estep 
Score: -30519284.000000 Penalty: 6274.682129
	Iteration 82Q: 3 clusters Score -3.051928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 311095 members 
Entering Unmasked Estep 
Score: -30519276.000000 Penalty: 6274.682129
	Iteration 83Q: 3 clusters Score -3.051928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 311093 members 
Entering Unmasked Estep 
Score: -30519278.000000 Penalty: 6274.682129
	Iteration 84Q: 3 clusters Score -3.051928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 311090 members 
Entering Unmasked Estep 
Score: -30519302.000000 Penalty: 6274.682129
	Iteration 85Q: 3 clusters Score -3.05193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 311091 members 
Entering Unmasked Estep 
Score: -30519278.000000 Penalty: 6274.682129
	Iteration 86Q: 3 clusters Score -3.051928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 311091 members 
Entering Unmasked Estep 
Score: -30519278.000000 Penalty: 6274.682129
	Iteration 87F: 3 clusters Score -3.051928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (222042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222042 members 
Entering Unmasked Estep 
Score: -21713652.000000 Penalty: 3053.034424
	Iteration 0F: 2 clusters Score -2.171365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110881 members 
Mstep: Class 2 contains 111161 members 
Entering Unmasked Estep 
Score: -21567120.000000 Penalty: 6106.068848
	Iteration 0F: 3 clusters Score -2.156712e+07 nChanged 107125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108434 members 
Mstep: Class 2 contains 113608 members 
Entering Unmasked Estep 
Score: -21629582.000000 Penalty: 6106.068848
	Iteration 1F: 3 clusters Score -2.162958e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 115929 members 
Entering Unmasked Estep 
Score: -21630844.000000 Penalty: 6106.068848
	Iteration 2Q: 3 clusters Score -2.163084e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 119752 members 
Entering Unmasked Estep 
Score: -21632402.000000 Penalty: 6106.068848
	Iteration 3Q: 3 clusters Score -2.16324e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96117 members 
Mstep: Class 2 contains 125925 members 
Entering Unmasked Estep 
Score: -21635756.000000 Penalty: 6106.068848
	Iteration 4Q: 3 clusters Score -2.163576e+07 nChanged 12209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86542 members 
Mstep: Class 2 contains 135500 members 
Entering Unmasked Estep 
Score: -21642290.000000 Penalty: 6106.068848
	Iteration 5F: 3 clusters Score -2.164229e+07 nChanged 16142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73238 members 
Mstep: Class 2 contains 148804 members 
Entering Unmasked Estep 
Score: -21652754.000000 Penalty: 6106.068848
	Iteration 6F: 3 clusters Score -2.165275e+07 nChanged 18361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 164507 members 
Entering Unmasked Estep 
Score: -21666824.000000 Penalty: 6106.068848
	Iteration 7F: 3 clusters Score -2.166682e+07 nChanged 16943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 179576 members 
Entering Unmasked Estep 
Score: -21679436.000000 Penalty: 6106.068848
	Iteration 8F: 3 clusters Score -2.167944e+07 nChanged 13318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 191952 members 
Entering Unmasked Estep 
Score: -21688828.000000 Penalty: 6106.068848
	Iteration 9F: 3 clusters Score -2.168883e+07 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 202015 members 
Entering Unmasked Estep 
Score: -21696324.000000 Penalty: 6106.068848
	Iteration 10Q: 3 clusters Score -2.169632e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 209778 members 
Entering Unmasked Estep 
Score: -21702324.000000 Penalty: 6106.068848
	Iteration 11Q: 3 clusters Score -2.170232e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 215181 members 
Entering Unmasked Estep 
Score: -21706518.000000 Penalty: 6106.068848
	Iteration 12Q: 3 clusters Score -2.170652e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 218288 members 
Entering Unmasked Estep 
Score: -21708956.000000 Penalty: 6106.068848
	Iteration 13Q: 3 clusters Score -2.170896e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 219852 members 
Entering Unmasked Estep 
Score: -21710148.000000 Penalty: 6106.068848
	Iteration 14Q: 3 clusters Score -2.171015e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 220571 members 
Entering Unmasked Estep 
Score: -21710706.000000 Penalty: 6106.068848
	Iteration 15Q: 3 clusters Score -2.171071e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 220902 members 
Entering Unmasked Estep 
Score: -21711046.000000 Penalty: 6106.068848
	Iteration 16Q: 3 clusters Score -2.171105e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 221068 members 
Entering Unmasked Estep 
Score: -21711172.000000 Penalty: 6106.068848
	Iteration 17Q: 3 clusters Score -2.171117e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 221162 members 
Entering Unmasked Estep 
Score: -21711252.000000 Penalty: 6106.068848
	Iteration 18Q: 3 clusters Score -2.171125e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 221237 members 
Entering Unmasked Estep 
Score: -21711328.000000 Penalty: 6106.068848
	Iteration 19Q: 3 clusters Score -2.171133e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 221286 members 
Entering Unmasked Estep 
Score: -21711332.000000 Penalty: 6106.068848
	Iteration 20F: 3 clusters Score -2.171133e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 221312 members 
Entering Unmasked Estep 
Score: -21711344.000000 Penalty: 6106.068848
	Iteration 21Q: 3 clusters Score -2.171134e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 221323 members 
Entering Unmasked Estep 
Score: -21711358.000000 Penalty: 6106.068848
	Iteration 22Q: 3 clusters Score -2.171136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 221339 members 
Entering Unmasked Estep 
Score: -21711358.000000 Penalty: 6106.068848
	Iteration 23Q: 3 clusters Score -2.171136e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 221350 members 
Entering Unmasked Estep 
Score: -21711376.000000 Penalty: 6106.068848
	Iteration 24Q: 3 clusters Score -2.171138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 221357 members 
Entering Unmasked Estep 
Score: -21711382.000000 Penalty: 6106.068848
	Iteration 25Q: 3 clusters Score -2.171138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 221360 members 
Entering Unmasked Estep 
Score: -21711380.000000 Penalty: 6106.068848
	Iteration 26Q: 3 clusters Score -2.171138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 221364 members 
Entering Unmasked Estep 
Score: -21711380.000000 Penalty: 6106.068848
	Iteration 27Q: 3 clusters Score -2.171138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 221370 members 
Entering Unmasked Estep 
Score: -21711394.000000 Penalty: 6106.068848
	Iteration 28Q: 3 clusters Score -2.171139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 221374 members 
Entering Unmasked Estep 
Score: -21711410.000000 Penalty: 6106.068848
	Iteration 29Q: 3 clusters Score -2.171141e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 221377 members 
Entering Unmasked Estep 
Score: -21711420.000000 Penalty: 6106.068848
	Iteration 30Q: 3 clusters Score -2.171142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 221379 members 
Entering Unmasked Estep 
Score: -21711418.000000 Penalty: 6106.068848
	Iteration 31Q: 3 clusters Score -2.171142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 221383 members 
Entering Unmasked Estep 
Score: -21711426.000000 Penalty: 6106.068848
	Iteration 32Q: 3 clusters Score -2.171143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 221384 members 
Entering Unmasked Estep 
Score: -21711434.000000 Penalty: 6106.068848
	Iteration 33Q: 3 clusters Score -2.171143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 221384 members 
Entering Unmasked Estep 
Score: -21711430.000000 Penalty: 6106.068848
	Iteration 34Q: 3 clusters Score -2.171143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 221390 members 
Entering Unmasked Estep 
Score: -21711438.000000 Penalty: 6106.068848
	Iteration 35Q: 3 clusters Score -2.171144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 221390 members 
Entering Unmasked Estep 
Score: -21711426.000000 Penalty: 6106.068848
	Iteration 36Q: 3 clusters Score -2.171143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 221389 members 
Entering Unmasked Estep 
Score: -21711430.000000 Penalty: 6106.068848
	Iteration 37Q: 3 clusters Score -2.171143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 221397 members 
Entering Unmasked Estep 
Score: -21711452.000000 Penalty: 6106.068848
	Iteration 38Q: 3 clusters Score -2.171145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 221405 members 
Entering Unmasked Estep 
Score: -21711464.000000 Penalty: 6106.068848
	Iteration 39Q: 3 clusters Score -2.171146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 221408 members 
Entering Unmasked Estep 
Score: -21711456.000000 Penalty: 6106.068848
	Iteration 40F: 3 clusters Score -2.171146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 221409 members 
Entering Unmasked Estep 
Score: -21711464.000000 Penalty: 6106.068848
	Iteration 41Q: 3 clusters Score -2.171146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 221408 members 
Entering Unmasked Estep 
Score: -21711464.000000 Penalty: 6106.068848
	Iteration 42Q: 3 clusters Score -2.171146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 221407 members 
Entering Unmasked Estep 
Score: -21711478.000000 Penalty: 6106.068848
	Iteration 43Q: 3 clusters Score -2.171148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 221404 members 
Entering Unmasked Estep 
Score: -21711458.000000 Penalty: 6106.068848
	Iteration 44Q: 3 clusters Score -2.171146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 221405 members 
Entering Unmasked Estep 
Score: -21711466.000000 Penalty: 6106.068848
	Iteration 45Q: 3 clusters Score -2.171147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 221405 members 
Entering Unmasked Estep 
Score: -21711474.000000 Penalty: 6106.068848
	Iteration 46Q: 3 clusters Score -2.171147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 221404 members 
Entering Unmasked Estep 
Score: -21711470.000000 Penalty: 6106.068848
	Iteration 47Q: 3 clusters Score -2.171147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 221402 members 
Entering Unmasked Estep 
Score: -21711478.000000 Penalty: 6106.068848
	Iteration 48Q: 3 clusters Score -2.171148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 221400 members 
Entering Unmasked Estep 
Score: -21711474.000000 Penalty: 6106.068848
	Iteration 49Q: 3 clusters Score -2.171147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 221400 members 
Entering Unmasked Estep 
Score: -21711486.000000 Penalty: 6106.068848
	Iteration 50Q: 3 clusters Score -2.171149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 221404 members 
Entering Unmasked Estep 
Score: -21711490.000000 Penalty: 6106.068848
	Iteration 51Q: 3 clusters Score -2.171149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 221402 members 
Entering Unmasked Estep 
Score: -21711492.000000 Penalty: 6106.068848
	Iteration 52Q: 3 clusters Score -2.171149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 221404 members 
Entering Unmasked Estep 
Score: -21711502.000000 Penalty: 6106.068848
	Iteration 53Q: 3 clusters Score -2.17115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 221404 members 
Entering Unmasked Estep 
Score: -21711496.000000 Penalty: 6106.068848
	Iteration 54Q: 3 clusters Score -2.17115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 221406 members 
Entering Unmasked Estep 
Score: -21711476.000000 Penalty: 6106.068848
	Iteration 55Q: 3 clusters Score -2.171148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 221407 members 
Entering Unmasked Estep 
Score: -21711490.000000 Penalty: 6106.068848
	Iteration 56Q: 3 clusters Score -2.171149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 221409 members 
Entering Unmasked Estep 
Score: -21711488.000000 Penalty: 6106.068848
	Iteration 57Q: 3 clusters Score -2.171149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 221410 members 
Entering Unmasked Estep 
Score: -21711492.000000 Penalty: 6106.068848
	Iteration 58Q: 3 clusters Score -2.171149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 221409 members 
Entering Unmasked Estep 
Score: -21711484.000000 Penalty: 6106.068848
	Iteration 59Q: 3 clusters Score -2.171148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 221409 members 
Entering Unmasked Estep 
Score: -21711488.000000 Penalty: 6106.068848
	Iteration 60F: 3 clusters Score -2.171149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 221411 members 
Entering Unmasked Estep 
Score: -21711486.000000 Penalty: 6106.068848
	Iteration 61Q: 3 clusters Score -2.171149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 221412 members 
Entering Unmasked Estep 
Score: -21711498.000000 Penalty: 6106.068848
	Iteration 62Q: 3 clusters Score -2.17115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 221412 members 
Entering Unmasked Estep 
Score: -21711496.000000 Penalty: 6106.068848
	Iteration 63Q: 3 clusters Score -2.17115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 221414 members 
Entering Unmasked Estep 
Score: -21711508.000000 Penalty: 6106.068848
	Iteration 64Q: 3 clusters Score -2.171151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 221415 members 
Entering Unmasked Estep 
Score: -21711514.000000 Penalty: 6106.068848
	Iteration 65Q: 3 clusters Score -2.171151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 221421 members 
Entering Unmasked Estep 
Score: -21711524.000000 Penalty: 6106.068848
	Iteration 66Q: 3 clusters Score -2.171152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 221424 members 
Entering Unmasked Estep 
Score: -21711536.000000 Penalty: 6106.068848
	Iteration 67Q: 3 clusters Score -2.171154e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 221424 members 
Entering Unmasked Estep 
Score: -21711550.000000 Penalty: 6106.068848
	Iteration 68Q: 3 clusters Score -2.171155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 221419 members 
Entering Unmasked Estep 
Score: -21711558.000000 Penalty: 6106.068848
	Iteration 69Q: 3 clusters Score -2.171156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 221412 members 
Entering Unmasked Estep 
Score: -21711556.000000 Penalty: 6106.068848
	Iteration 70Q: 3 clusters Score -2.171156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 221404 members 
Entering Unmasked Estep 
Score: -21711588.000000 Penalty: 6106.068848
	Iteration 71Q: 3 clusters Score -2.171159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 221405 members 
Entering Unmasked Estep 
Score: -21711608.000000 Penalty: 6106.068848
	Iteration 72Q: 3 clusters Score -2.171161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 221404 members 
Entering Unmasked Estep 
Score: -21711602.000000 Penalty: 6106.068848
	Iteration 73Q: 3 clusters Score -2.17116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 221405 members 
Entering Unmasked Estep 
Score: -21711592.000000 Penalty: 6106.068848
	Iteration 74Q: 3 clusters Score -2.171159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 221405 members 
Entering Unmasked Estep 
Score: -21711594.000000 Penalty: 6106.068848
	Iteration 75Q: 3 clusters Score -2.171159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 221402 members 
Entering Unmasked Estep 
Score: -21711596.000000 Penalty: 6106.068848
	Iteration 76Q: 3 clusters Score -2.17116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 221400 members 
Entering Unmasked Estep 
Score: -21711602.000000 Penalty: 6106.068848
	Iteration 77Q: 3 clusters Score -2.17116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 221398 members 
Entering Unmasked Estep 
Score: -21711610.000000 Penalty: 6106.068848
	Iteration 78Q: 3 clusters Score -2.171161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 221398 members 
Entering Unmasked Estep 
Score: -21711610.000000 Penalty: 6106.068848
	Iteration 79F: 3 clusters Score -2.171161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Entering Unmasked Estep 
Score: -1016802.187500 Penalty: 2309.732666
	Iteration 0F: 2 clusters Score -1016802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1008424.312500 Penalty: 4619.465332
	Iteration 0F: 3 clusters Score -1008424 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1010940.312500 Penalty: 4619.465332
	Iteration 1F: 3 clusters Score -1010940 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1011311.875000 Penalty: 4619.465332
	Iteration 2F: 3 clusters Score -1011312 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1011632.062500 Penalty: 4619.465332
	Iteration 3F: 3 clusters Score -1011632 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1011917.875000 Penalty: 4619.465332
	Iteration 4Q: 3 clusters Score -1011918 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1012164.875000 Penalty: 4619.465332
	Iteration 5Q: 3 clusters Score -1012165 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1012410.375000 Penalty: 4619.465332
	Iteration 6Q: 3 clusters Score -1012410 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1012721.437500 Penalty: 4619.465332
	Iteration 7Q: 3 clusters Score -1012721 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1013063.687500 Penalty: 4619.465332
	Iteration 8Q: 3 clusters Score -1013064 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1013341.750000 Penalty: 4619.465332
	Iteration 9Q: 3 clusters Score -1013342 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1013529.437500 Penalty: 4619.465332
	Iteration 10Q: 3 clusters Score -1013529 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1013684.687500 Penalty: 4619.465332
	Iteration 11Q: 3 clusters Score -1013685 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1013815.937500 Penalty: 4619.465332
	Iteration 12Q: 3 clusters Score -1013816 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1013915.750000 Penalty: 4619.465332
	Iteration 13Q: 3 clusters Score -1013916 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1013998.250000 Penalty: 4619.465332
	Iteration 14Q: 3 clusters Score -1013998 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1014072.312500 Penalty: 4619.465332
	Iteration 15Q: 3 clusters Score -1014072 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1014137.187500 Penalty: 4619.465332
	Iteration 16Q: 3 clusters Score -1014137 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1014177.500000 Penalty: 4619.465332
	Iteration 17Q: 3 clusters Score -1014178 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1014221.062500 Penalty: 4619.465332
	Iteration 18Q: 3 clusters Score -1014221 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1014263.875000 Penalty: 4619.465332
	Iteration 19Q: 3 clusters Score -1014264 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1014298.250000 Penalty: 4619.465332
	Iteration 20F: 3 clusters Score -1014298 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1014333.812500 Penalty: 4619.465332
	Iteration 21Q: 3 clusters Score -1014334 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1014361.437500 Penalty: 4619.465332
	Iteration 22Q: 3 clusters Score -1014361 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1014392.437500 Penalty: 4619.465332
	Iteration 23Q: 3 clusters Score -1014392 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1014424.000000 Penalty: 4619.465332
	Iteration 24Q: 3 clusters Score -1014424 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1014441.875000 Penalty: 4619.465332
	Iteration 25Q: 3 clusters Score -1014442 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1014457.812500 Penalty: 4619.465332
	Iteration 26Q: 3 clusters Score -1014458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1014472.875000 Penalty: 4619.465332
	Iteration 27Q: 3 clusters Score -1014473 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1014485.562500 Penalty: 4619.465332
	Iteration 28Q: 3 clusters Score -1014486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1014497.062500 Penalty: 4619.465332
	Iteration 29Q: 3 clusters Score -1014497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1014507.500000 Penalty: 4619.465332
	Iteration 30Q: 3 clusters Score -1014508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1014513.187500 Penalty: 4619.465332
	Iteration 31Q: 3 clusters Score -1014513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1014526.812500 Penalty: 4619.465332
	Iteration 32Q: 3 clusters Score -1014527 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1014536.937500 Penalty: 4619.465332
	Iteration 33Q: 3 clusters Score -1014537 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1014547.750000 Penalty: 4619.465332
	Iteration 34Q: 3 clusters Score -1014548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1014550.500000 Penalty: 4619.465332
	Iteration 35Q: 3 clusters Score -1014550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1014555.875000 Penalty: 4619.465332
	Iteration 36Q: 3 clusters Score -1014556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1014555.625000 Penalty: 4619.465332
	Iteration 37Q: 3 clusters Score -1014556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1014557.312500 Penalty: 4619.465332
	Iteration 38Q: 3 clusters Score -1014557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1014561.937500 Penalty: 4619.465332
	Iteration 39Q: 3 clusters Score -1014562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1014564.812500 Penalty: 4619.465332
	Iteration 40F: 3 clusters Score -1014565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1014571.125000 Penalty: 4619.465332
	Iteration 41Q: 3 clusters Score -1014571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1014573.062500 Penalty: 4619.465332
	Iteration 42Q: 3 clusters Score -1014573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1014580.125000 Penalty: 4619.465332
	Iteration 43Q: 3 clusters Score -1014580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1014586.000000 Penalty: 4619.465332
	Iteration 44Q: 3 clusters Score -1014586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1014591.562500 Penalty: 4619.465332
	Iteration 45Q: 3 clusters Score -1014592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1014600.687500 Penalty: 4619.465332
	Iteration 46Q: 3 clusters Score -1014601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1014605.562500 Penalty: 4619.465332
	Iteration 47Q: 3 clusters Score -1014606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1014609.125000 Penalty: 4619.465332
	Iteration 48Q: 3 clusters Score -1014609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1014615.875000 Penalty: 4619.465332
	Iteration 49Q: 3 clusters Score -1014616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1014624.437500 Penalty: 4619.465332
	Iteration 50Q: 3 clusters Score -1014624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1014626.437500 Penalty: 4619.465332
	Iteration 51Q: 3 clusters Score -1014626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1014630.937500 Penalty: 4619.465332
	Iteration 52Q: 3 clusters Score -1014631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1014633.875000 Penalty: 4619.465332
	Iteration 53Q: 3 clusters Score -1014634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1014634.875000 Penalty: 4619.465332
	Iteration 54Q: 3 clusters Score -1014635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1014642.875000 Penalty: 4619.465332
	Iteration 55Q: 3 clusters Score -1014643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1014647.250000 Penalty: 4619.465332
	Iteration 56Q: 3 clusters Score -1014647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1014652.250000 Penalty: 4619.465332
	Iteration 57Q: 3 clusters Score -1014652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1014654.812500 Penalty: 4619.465332
	Iteration 58Q: 3 clusters Score -1014655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1014656.812500 Penalty: 4619.465332
	Iteration 59Q: 3 clusters Score -1014657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1014655.125000 Penalty: 4619.465332
	Iteration 60F: 3 clusters Score -1014655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1014659.437500 Penalty: 4619.465332
	Iteration 61Q: 3 clusters Score -1014659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1014662.000000 Penalty: 4619.465332
	Iteration 62Q: 3 clusters Score -1014662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1014664.562500 Penalty: 4619.465332
	Iteration 63Q: 3 clusters Score -1014665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1014666.187500 Penalty: 4619.465332
	Iteration 64Q: 3 clusters Score -1014666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1014666.625000 Penalty: 4619.465332
	Iteration 65Q: 3 clusters Score -1014667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1014666.875000 Penalty: 4619.465332
	Iteration 66Q: 3 clusters Score -1014667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1014668.687500 Penalty: 4619.465332
	Iteration 67Q: 3 clusters Score -1014669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1014669.500000 Penalty: 4619.465332
	Iteration 68Q: 3 clusters Score -1014670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1014676.312500 Penalty: 4619.465332
	Iteration 69Q: 3 clusters Score -1014676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1014675.750000 Penalty: 4619.465332
	Iteration 70Q: 3 clusters Score -1014676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1014676.562500 Penalty: 4619.465332
	Iteration 71Q: 3 clusters Score -1014677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1014679.000000 Penalty: 4619.465332
	Iteration 72Q: 3 clusters Score -1014679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1014679.125000 Penalty: 4619.465332
	Iteration 73Q: 3 clusters Score -1014679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1014678.437500 Penalty: 4619.465332
	Iteration 74Q: 3 clusters Score -1014678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1014678.687500 Penalty: 4619.465332
	Iteration 75Q: 3 clusters Score -1014679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1014678.937500 Penalty: 4619.465332
	Iteration 76Q: 3 clusters Score -1014679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1014681.437500 Penalty: 4619.465332
	Iteration 77Q: 3 clusters Score -1014681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1014680.375000 Penalty: 4619.465332
	Iteration 78Q: 3 clusters Score -1014680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1014680.812500 Penalty: 4619.465332
	Iteration 79Q: 3 clusters Score -1014681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1014680.875000 Penalty: 4619.465332
	Iteration 80F: 3 clusters Score -1014681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1014682.687500 Penalty: 4619.465332
	Iteration 81Q: 3 clusters Score -1014683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1014681.750000 Penalty: 4619.465332
	Iteration 82Q: 3 clusters Score -1014682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1014681.875000 Penalty: 4619.465332
	Iteration 83Q: 3 clusters Score -1014682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1014682.312500 Penalty: 4619.465332
	Iteration 84Q: 3 clusters Score -1014682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1014680.625000 Penalty: 4619.465332
	Iteration 85Q: 3 clusters Score -1014681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1014680.625000 Penalty: 4619.465332
	Iteration 86F: 3 clusters Score -1014681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Entering Unmasked Estep 
Score: -1096849.500000 Penalty: 2325.904541
	Iteration 0F: 2 clusters Score -1096850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1088047.125000 Penalty: 4651.809082
	Iteration 0F: 3 clusters Score -1088047 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1090702.750000 Penalty: 4651.809082
	Iteration 1F: 3 clusters Score -1090703 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1090988.875000 Penalty: 4651.809082
	Iteration 2F: 3 clusters Score -1090989 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1091182.000000 Penalty: 4651.809082
	Iteration 3Q: 3 clusters Score -1091182 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1091345.750000 Penalty: 4651.809082
	Iteration 4Q: 3 clusters Score -1091346 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1091502.000000 Penalty: 4651.809082
	Iteration 5Q: 3 clusters Score -1091502 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1091661.625000 Penalty: 4651.809082
	Iteration 6Q: 3 clusters Score -1091662 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1091850.625000 Penalty: 4651.809082
	Iteration 7Q: 3 clusters Score -1091851 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1092089.375000 Penalty: 4651.809082
	Iteration 8Q: 3 clusters Score -1092089 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1092381.000000 Penalty: 4651.809082
	Iteration 9Q: 3 clusters Score -1092381 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1092705.250000 Penalty: 4651.809082
	Iteration 10Q: 3 clusters Score -1092705 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1093061.125000 Penalty: 4651.809082
	Iteration 11Q: 3 clusters Score -1093061 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1093418.375000 Penalty: 4651.809082
	Iteration 12Q: 3 clusters Score -1093418 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1093721.625000 Penalty: 4651.809082
	Iteration 13Q: 3 clusters Score -1093722 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1094001.750000 Penalty: 4651.809082
	Iteration 14Q: 3 clusters Score -1094002 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1094218.250000 Penalty: 4651.809082
	Iteration 15Q: 3 clusters Score -1094218 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1094379.125000 Penalty: 4651.809082
	Iteration 16Q: 3 clusters Score -1094379 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1094499.250000 Penalty: 4651.809082
	Iteration 17Q: 3 clusters Score -1094499 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1094595.875000 Penalty: 4651.809082
	Iteration 18Q: 3 clusters Score -1094596 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1094657.750000 Penalty: 4651.809082
	Iteration 19Q: 3 clusters Score -1094658 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1094698.750000 Penalty: 4651.809082
	Iteration 20F: 3 clusters Score -1094699 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1094732.375000 Penalty: 4651.809082
	Iteration 21Q: 3 clusters Score -1094732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1094759.250000 Penalty: 4651.809082
	Iteration 22Q: 3 clusters Score -1094759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1094778.250000 Penalty: 4651.809082
	Iteration 23Q: 3 clusters Score -1094778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1094806.250000 Penalty: 4651.809082
	Iteration 24Q: 3 clusters Score -1094806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1094827.875000 Penalty: 4651.809082
	Iteration 25Q: 3 clusters Score -1094828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1094845.500000 Penalty: 4651.809082
	Iteration 26Q: 3 clusters Score -1094846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1094857.875000 Penalty: 4651.809082
	Iteration 27Q: 3 clusters Score -1094858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1094872.375000 Penalty: 4651.809082
	Iteration 28Q: 3 clusters Score -1094872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1094884.875000 Penalty: 4651.809082
	Iteration 29Q: 3 clusters Score -1094885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1094894.750000 Penalty: 4651.809082
	Iteration 30Q: 3 clusters Score -1094895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1094905.625000 Penalty: 4651.809082
	Iteration 31Q: 3 clusters Score -1094906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1094916.375000 Penalty: 4651.809082
	Iteration 32Q: 3 clusters Score -1094916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1094924.125000 Penalty: 4651.809082
	Iteration 33Q: 3 clusters Score -1094924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1094930.625000 Penalty: 4651.809082
	Iteration 34Q: 3 clusters Score -1094931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1094936.625000 Penalty: 4651.809082
	Iteration 35Q: 3 clusters Score -1094937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1094942.750000 Penalty: 4651.809082
	Iteration 36Q: 3 clusters Score -1094943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1094946.375000 Penalty: 4651.809082
	Iteration 37Q: 3 clusters Score -1094946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1094953.375000 Penalty: 4651.809082
	Iteration 38Q: 3 clusters Score -1094953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1094959.125000 Penalty: 4651.809082
	Iteration 39Q: 3 clusters Score -1094959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1094960.625000 Penalty: 4651.809082
	Iteration 40F: 3 clusters Score -1094961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1094961.125000 Penalty: 4651.809082
	Iteration 41Q: 3 clusters Score -1094961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1094964.750000 Penalty: 4651.809082
	Iteration 42Q: 3 clusters Score -1094965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1094967.000000 Penalty: 4651.809082
	Iteration 43Q: 3 clusters Score -1094967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1094968.250000 Penalty: 4651.809082
	Iteration 44Q: 3 clusters Score -1094968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1094969.750000 Penalty: 4651.809082
	Iteration 45Q: 3 clusters Score -1094970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1094970.250000 Penalty: 4651.809082
	Iteration 46Q: 3 clusters Score -1094970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1094972.125000 Penalty: 4651.809082
	Iteration 47Q: 3 clusters Score -1094972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1094972.125000 Penalty: 4651.809082
	Iteration 48F: 3 clusters Score -1094972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Entering Unmasked Estep 
Score: -1789980.375000 Penalty: 2436.287842
	Iteration 0F: 2 clusters Score -1789980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1776910.250000 Penalty: 4872.575684
	Iteration 0F: 3 clusters Score -1776910 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1781144.500000 Penalty: 4872.575684
	Iteration 1F: 3 clusters Score -1781144 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1781478.625000 Penalty: 4872.575684
	Iteration 2F: 3 clusters Score -1781479 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1781739.750000 Penalty: 4872.575684
	Iteration 3Q: 3 clusters Score -1781740 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1781976.250000 Penalty: 4872.575684
	Iteration 4Q: 3 clusters Score -1781976 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1782247.500000 Penalty: 4872.575684
	Iteration 5Q: 3 clusters Score -1782248 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1782558.625000 Penalty: 4872.575684
	Iteration 6Q: 3 clusters Score -1782559 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1782987.875000 Penalty: 4872.575684
	Iteration 7Q: 3 clusters Score -1782988 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1783616.250000 Penalty: 4872.575684
	Iteration 8F: 3 clusters Score -1783616 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1784421.000000 Penalty: 4872.575684
	Iteration 9F: 3 clusters Score -1784421 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1785332.500000 Penalty: 4872.575684
	Iteration 10F: 3 clusters Score -1785332 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1786210.125000 Penalty: 4872.575684
	Iteration 11F: 3 clusters Score -1786210 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1786906.250000 Penalty: 4872.575684
	Iteration 12Q: 3 clusters Score -1786906 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1787369.500000 Penalty: 4872.575684
	Iteration 13Q: 3 clusters Score -1787370 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1787610.625000 Penalty: 4872.575684
	Iteration 14Q: 3 clusters Score -1787611 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1787759.375000 Penalty: 4872.575684
	Iteration 15Q: 3 clusters Score -1787759 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1787811.000000 Penalty: 4872.575684
	Iteration 16Q: 3 clusters Score -1787811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1787846.375000 Penalty: 4872.575684
	Iteration 17Q: 3 clusters Score -1787846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1787863.750000 Penalty: 4872.575684
	Iteration 18Q: 3 clusters Score -1787864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1787876.875000 Penalty: 4872.575684
	Iteration 19Q: 3 clusters Score -1787877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1787885.125000 Penalty: 4872.575684
	Iteration 20F: 3 clusters Score -1787885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1787888.250000 Penalty: 4872.575684
	Iteration 21Q: 3 clusters Score -1787888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1787891.000000 Penalty: 4872.575684
	Iteration 22Q: 3 clusters Score -1787891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1787897.250000 Penalty: 4872.575684
	Iteration 23Q: 3 clusters Score -1787897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1787905.500000 Penalty: 4872.575684
	Iteration 24Q: 3 clusters Score -1787906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1787908.000000 Penalty: 4872.575684
	Iteration 25Q: 3 clusters Score -1787908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1787912.250000 Penalty: 4872.575684
	Iteration 26Q: 3 clusters Score -1787912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1787916.500000 Penalty: 4872.575684
	Iteration 27Q: 3 clusters Score -1787916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1787916.500000 Penalty: 4872.575684
	Iteration 28F: 3 clusters Score -1787916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Entering Unmasked Estep 
Score: -1387684.750000 Penalty: 2387.318359
	Iteration 0F: 2 clusters Score -1387685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1376798.750000 Penalty: 4774.636719
	Iteration 0F: 3 clusters Score -1376799 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1380228.500000 Penalty: 4774.636719
	Iteration 1F: 3 clusters Score -1380228 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1380838.500000 Penalty: 4774.636719
	Iteration 2F: 3 clusters Score -1380838 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1381790.125000 Penalty: 4774.636719
	Iteration 3F: 3 clusters Score -1381790 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1382841.250000 Penalty: 4774.636719
	Iteration 4F: 3 clusters Score -1382841 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1383730.875000 Penalty: 4774.636719
	Iteration 5F: 3 clusters Score -1383731 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1384423.125000 Penalty: 4774.636719
	Iteration 6F: 3 clusters Score -1384423 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1384927.875000 Penalty: 4774.636719
	Iteration 7F: 3 clusters Score -1384928 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1385326.250000 Penalty: 4774.636719
	Iteration 8Q: 3 clusters Score -1385326 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1385636.875000 Penalty: 4774.636719
	Iteration 9Q: 3 clusters Score -1385637 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1385918.875000 Penalty: 4774.636719
	Iteration 10Q: 3 clusters Score -1385919 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1386222.375000 Penalty: 4774.636719
	Iteration 11Q: 3 clusters Score -1386222 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1386606.625000 Penalty: 4774.636719
	Iteration 12Q: 3 clusters Score -1386607 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1387071.375000 Penalty: 4774.636719
	Iteration 13Q: 3 clusters Score -1387071 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1387486.500000 Penalty: 4774.636719
	Iteration 14Q: 3 clusters Score -1387486 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1387775.625000 Penalty: 4774.636719
	Iteration 15Q: 3 clusters Score -1387776 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1387919.000000 Penalty: 4774.636719
	Iteration 16Q: 3 clusters Score -1387919 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1387999.625000 Penalty: 4774.636719
	Iteration 17Q: 3 clusters Score -1388000 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1388042.000000 Penalty: 4774.636719
	Iteration 18Q: 3 clusters Score -1388042 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1388068.250000 Penalty: 4774.636719
	Iteration 19Q: 3 clusters Score -1388068 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1388089.875000 Penalty: 4774.636719
	Iteration 20F: 3 clusters Score -1388090 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1388107.000000 Penalty: 4774.636719
	Iteration 21Q: 3 clusters Score -1388107 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1388125.875000 Penalty: 4774.636719
	Iteration 22Q: 3 clusters Score -1388126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1388136.875000 Penalty: 4774.636719
	Iteration 23Q: 3 clusters Score -1388137 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1388145.250000 Penalty: 4774.636719
	Iteration 24Q: 3 clusters Score -1388145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1388163.375000 Penalty: 4774.636719
	Iteration 25Q: 3 clusters Score -1388163 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1388172.375000 Penalty: 4774.636719
	Iteration 26Q: 3 clusters Score -1388172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1388182.500000 Penalty: 4774.636719
	Iteration 27Q: 3 clusters Score -1388182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1388188.875000 Penalty: 4774.636719
	Iteration 28Q: 3 clusters Score -1388189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1388201.125000 Penalty: 4774.636719
	Iteration 29Q: 3 clusters Score -1388201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1388206.750000 Penalty: 4774.636719
	Iteration 30Q: 3 clusters Score -1388207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1388208.000000 Penalty: 4774.636719
	Iteration 31Q: 3 clusters Score -1388208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1388212.625000 Penalty: 4774.636719
	Iteration 32Q: 3 clusters Score -1388213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1388216.750000 Penalty: 4774.636719
	Iteration 33Q: 3 clusters Score -1388217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1388214.875000 Penalty: 4774.636719
	Iteration 34Q: 3 clusters Score -1388215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1388214.125000 Penalty: 4774.636719
	Iteration 35Q: 3 clusters Score -1388214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1388218.625000 Penalty: 4774.636719
	Iteration 36Q: 3 clusters Score -1388219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1388223.875000 Penalty: 4774.636719
	Iteration 37Q: 3 clusters Score -1388224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1388224.875000 Penalty: 4774.636719
	Iteration 38Q: 3 clusters Score -1388225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1388223.500000 Penalty: 4774.636719
	Iteration 39Q: 3 clusters Score -1388224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1388224.875000 Penalty: 4774.636719
	Iteration 40F: 3 clusters Score -1388225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1388229.500000 Penalty: 4774.636719
	Iteration 41Q: 3 clusters Score -1388230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1388226.625000 Penalty: 4774.636719
	Iteration 42Q: 3 clusters Score -1388227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1388229.375000 Penalty: 4774.636719
	Iteration 43Q: 3 clusters Score -1388229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1388235.500000 Penalty: 4774.636719
	Iteration 44Q: 3 clusters Score -1388236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1388239.000000 Penalty: 4774.636719
	Iteration 45Q: 3 clusters Score -1388239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1388237.125000 Penalty: 4774.636719
	Iteration 46Q: 3 clusters Score -1388237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1388237.375000 Penalty: 4774.636719
	Iteration 47Q: 3 clusters Score -1388237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1388240.125000 Penalty: 4774.636719
	Iteration 48Q: 3 clusters Score -1388240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1388240.625000 Penalty: 4774.636719
	Iteration 49Q: 3 clusters Score -1388241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1388242.875000 Penalty: 4774.636719
	Iteration 50Q: 3 clusters Score -1388243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1388242.750000 Penalty: 4774.636719
	Iteration 51Q: 3 clusters Score -1388243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1388246.125000 Penalty: 4774.636719
	Iteration 52Q: 3 clusters Score -1388246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1388247.250000 Penalty: 4774.636719
	Iteration 53Q: 3 clusters Score -1388247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1388243.625000 Penalty: 4774.636719
	Iteration 54Q: 3 clusters Score -1388244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1388242.750000 Penalty: 4774.636719
	Iteration 55Q: 3 clusters Score -1388243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1388244.875000 Penalty: 4774.636719
	Iteration 56Q: 3 clusters Score -1388245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1388244.750000 Penalty: 4774.636719
	Iteration 57Q: 3 clusters Score -1388245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1388247.250000 Penalty: 4774.636719
	Iteration 58Q: 3 clusters Score -1388247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1388247.875000 Penalty: 4774.636719
	Iteration 59Q: 3 clusters Score -1388248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1388245.375000 Penalty: 4774.636719
	Iteration 60F: 3 clusters Score -1388245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1388244.000000 Penalty: 4774.636719
	Iteration 61Q: 3 clusters Score -1388244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1388243.625000 Penalty: 4774.636719
	Iteration 62Q: 3 clusters Score -1388244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1388245.625000 Penalty: 4774.636719
	Iteration 63Q: 3 clusters Score -1388246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1388243.375000 Penalty: 4774.636719
	Iteration 64Q: 3 clusters Score -1388243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1388243.625000 Penalty: 4774.636719
	Iteration 65Q: 3 clusters Score -1388244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1388244.125000 Penalty: 4774.636719
	Iteration 66Q: 3 clusters Score -1388244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1388244.500000 Penalty: 4774.636719
	Iteration 67Q: 3 clusters Score -1388244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1388242.500000 Penalty: 4774.636719
	Iteration 68Q: 3 clusters Score -1388242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1388242.750000 Penalty: 4774.636719
	Iteration 69Q: 3 clusters Score -1388243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1388242.500000 Penalty: 4774.636719
	Iteration 70Q: 3 clusters Score -1388242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1388244.000000 Penalty: 4774.636719
	Iteration 71Q: 3 clusters Score -1388244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1388244.000000 Penalty: 4774.636719
	Iteration 72F: 3 clusters Score -1388244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 9330 members 
Mstep: Class 3 contains 23636 members 
Mstep: Class 4 contains 9644 members 
Mstep: Class 5 contains 15628 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 7888 members 
Mstep: Class 8 contains 229030 members 
Mstep: Class 9 contains 96385 members 
Mstep: Class 10 contains 11191 members 
Mstep: Class 11 contains 10155 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 12904 members 
Mstep: Class 14 contains 311941 members 
Mstep: Class 15 contains 222042 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 11833 members 
Mstep: Class 18 contains 18467 members 
Mstep: Class 19 contains 9942 members 
Mstep: Class 20 contains 67282 members 
Mstep: Class 21 contains 129413 members 
Mstep: Class 22 contains 3477 members 
Mstep: Class 23 contains 15501 members 
Mstep: Class 24 contains 236550 members 
Mstep: Class 25 contains 8768 members 
Mstep: Class 26 contains 9369 members 
Mstep: Class 27 contains 42611 members 
Mstep: Class 28 contains 4022 members 
Mstep: Class 29 contains 6785 members 
Mstep: Class 30 contains 5216 members 
Entering Unmasked Estep 
Score: -157644592.000000 Penalty: 106611.812500
Splitting cluster 19 changes total score from -157644448.000000 to -157644592.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (67282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Entering Unmasked Estep 
Score: -6506125.000000 Penalty: 2756.928711
	Iteration 0F: 2 clusters Score -6506125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -6460798.500000 Penalty: 5513.857422
	Iteration 0F: 3 clusters Score -6460798 nChanged 31473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -6478917.500000 Penalty: 5513.857422
	Iteration 1F: 3 clusters Score -6478918 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -6480171.000000 Penalty: 5513.857422
	Iteration 2Q: 3 clusters Score -6480171 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -6482419.500000 Penalty: 5513.857422
	Iteration 3F: 3 clusters Score -6482420 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -6485985.000000 Penalty: 5513.857422
	Iteration 4F: 3 clusters Score -6485985 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -6490954.000000 Penalty: 5513.857422
	Iteration 5F: 3 clusters Score -6490954 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -6495571.000000 Penalty: 5513.857422
	Iteration 6F: 3 clusters Score -6495571 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -6498712.500000 Penalty: 5513.857422
	Iteration 7F: 3 clusters Score -6498712 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -6500785.500000 Penalty: 5513.857422
	Iteration 8Q: 3 clusters Score -6500786 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -6502270.000000 Penalty: 5513.857422
	Iteration 9Q: 3 clusters Score -6502270 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -6503489.000000 Penalty: 5513.857422
	Iteration 10Q: 3 clusters Score -6503489 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -6504242.000000 Penalty: 5513.857422
	Iteration 11Q: 3 clusters Score -6504242 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -6504643.000000 Penalty: 5513.857422
	Iteration 12Q: 3 clusters Score -6504643 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -6504879.500000 Penalty: 5513.857422
	Iteration 13Q: 3 clusters Score -6504880 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -6505038.500000 Penalty: 5513.857422
	Iteration 14Q: 3 clusters Score -6505038 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -6505192.000000 Penalty: 5513.857422
	Iteration 15Q: 3 clusters Score -6505192 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -6505314.000000 Penalty: 5513.857422
	Iteration 16Q: 3 clusters Score -6505314 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -6505416.000000 Penalty: 5513.857422
	Iteration 17Q: 3 clusters Score -6505416 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58865 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -6505492.000000 Penalty: 5513.857422
	Iteration 18Q: 3 clusters Score -6505492 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -6505537.500000 Penalty: 5513.857422
	Iteration 19Q: 3 clusters Score -6505538 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -6505591.000000 Penalty: 5513.857422
	Iteration 20F: 3 clusters Score -6505591 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -6505626.000000 Penalty: 5513.857422
	Iteration 21Q: 3 clusters Score -6505626 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -6505634.500000 Penalty: 5513.857422
	Iteration 22Q: 3 clusters Score -6505634 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -6505656.000000 Penalty: 5513.857422
	Iteration 23Q: 3 clusters Score -6505656 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -6505707.000000 Penalty: 5513.857422
	Iteration 24Q: 3 clusters Score -6505707 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -6505719.500000 Penalty: 5513.857422
	Iteration 25Q: 3 clusters Score -6505720 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -6505721.000000 Penalty: 5513.857422
	Iteration 26Q: 3 clusters Score -6505721 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -6505725.500000 Penalty: 5513.857422
	Iteration 27Q: 3 clusters Score -6505726 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -6505713.500000 Penalty: 5513.857422
	Iteration 28Q: 3 clusters Score -6505714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -6505715.500000 Penalty: 5513.857422
	Iteration 29Q: 3 clusters Score -6505716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -6505729.500000 Penalty: 5513.857422
	Iteration 30Q: 3 clusters Score -6505730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -6505746.000000 Penalty: 5513.857422
	Iteration 31Q: 3 clusters Score -6505746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -6505735.000000 Penalty: 5513.857422
	Iteration 32Q: 3 clusters Score -6505735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -6505745.500000 Penalty: 5513.857422
	Iteration 33Q: 3 clusters Score -6505746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -6505748.000000 Penalty: 5513.857422
	Iteration 34Q: 3 clusters Score -6505748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -6505757.000000 Penalty: 5513.857422
	Iteration 35Q: 3 clusters Score -6505757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -6505768.500000 Penalty: 5513.857422
	Iteration 36Q: 3 clusters Score -6505768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -6505765.500000 Penalty: 5513.857422
	Iteration 37Q: 3 clusters Score -6505766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -6505771.500000 Penalty: 5513.857422
	Iteration 38Q: 3 clusters Score -6505772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -6505771.000000 Penalty: 5513.857422
	Iteration 39Q: 3 clusters Score -6505771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -6505774.000000 Penalty: 5513.857422
	Iteration 40F: 3 clusters Score -6505774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -6505777.000000 Penalty: 5513.857422
	Iteration 41Q: 3 clusters Score -6505777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -6505779.000000 Penalty: 5513.857422
	Iteration 42Q: 3 clusters Score -6505779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -6505784.500000 Penalty: 5513.857422
	Iteration 43Q: 3 clusters Score -6505784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -6505782.500000 Penalty: 5513.857422
	Iteration 44Q: 3 clusters Score -6505782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -6505782.500000 Penalty: 5513.857422
	Iteration 45Q: 3 clusters Score -6505782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -6505793.000000 Penalty: 5513.857422
	Iteration 46Q: 3 clusters Score -6505793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60690 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -6505789.000000 Penalty: 5513.857422
	Iteration 47Q: 3 clusters Score -6505789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -6505789.000000 Penalty: 5513.857422
	Iteration 48Q: 3 clusters Score -6505789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -6505792.000000 Penalty: 5513.857422
	Iteration 49Q: 3 clusters Score -6505792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -6505795.000000 Penalty: 5513.857422
	Iteration 50Q: 3 clusters Score -6505795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -6505790.500000 Penalty: 5513.857422
	Iteration 51Q: 3 clusters Score -6505790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -6505793.500000 Penalty: 5513.857422
	Iteration 52Q: 3 clusters Score -6505794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -6505796.500000 Penalty: 5513.857422
	Iteration 53Q: 3 clusters Score -6505796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -6505798.000000 Penalty: 5513.857422
	Iteration 54Q: 3 clusters Score -6505798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -6505796.000000 Penalty: 5513.857422
	Iteration 55Q: 3 clusters Score -6505796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -6505798.000000 Penalty: 5513.857422
	Iteration 56Q: 3 clusters Score -6505798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -6505804.000000 Penalty: 5513.857422
	Iteration 57Q: 3 clusters Score -6505804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -6505806.000000 Penalty: 5513.857422
	Iteration 58Q: 3 clusters Score -6505806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -6505806.000000 Penalty: 5513.857422
	Iteration 59F: 3 clusters Score -6505806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (129413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129413 members 
Entering Unmasked Estep 
Score: -12546528.000000 Penalty: 2919.149658
	Iteration 0F: 2 clusters Score -1.254653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64935 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -12460045.000000 Penalty: 5838.299316
	Iteration 0F: 3 clusters Score -1.246004e+07 nChanged 61550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67085 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -12495440.000000 Penalty: 5838.299316
	Iteration 1F: 3 clusters Score -1.249544e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -12496326.000000 Penalty: 5838.299316
	Iteration 2Q: 3 clusters Score -1.249633e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 59125 members 
Entering Unmasked Estep 
Score: -12497727.000000 Penalty: 5838.299316
	Iteration 3Q: 3 clusters Score -1.249773e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73166 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -12499610.000000 Penalty: 5838.299316
	Iteration 4Q: 3 clusters Score -1.249961e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77387 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -12502473.000000 Penalty: 5838.299316
	Iteration 5Q: 3 clusters Score -1.250247e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83034 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -12506560.000000 Penalty: 5838.299316
	Iteration 6F: 3 clusters Score -1.250656e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90155 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -12511972.000000 Penalty: 5838.299316
	Iteration 7F: 3 clusters Score -1.251197e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98803 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -12518706.000000 Penalty: 5838.299316
	Iteration 8F: 3 clusters Score -1.251871e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -12526266.000000 Penalty: 5838.299316
	Iteration 9F: 3 clusters Score -1.252627e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116199 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -12533456.000000 Penalty: 5838.299316
	Iteration 10F: 3 clusters Score -1.253346e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122301 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -12538743.000000 Penalty: 5838.299316
	Iteration 11Q: 3 clusters Score -1.253874e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125836 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -12541485.000000 Penalty: 5838.299316
	Iteration 12Q: 3 clusters Score -1.254148e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127508 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -12542802.000000 Penalty: 5838.299316
	Iteration 13Q: 3 clusters Score -1.25428e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128216 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -12543411.000000 Penalty: 5838.299316
	Iteration 14Q: 3 clusters Score -1.254341e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128518 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12543637.000000 Penalty: 5838.299316
	Iteration 15Q: 3 clusters Score -1.254364e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128667 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -12543763.000000 Penalty: 5838.299316
	Iteration 16Q: 3 clusters Score -1.254376e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128743 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -12543848.000000 Penalty: 5838.299316
	Iteration 17Q: 3 clusters Score -1.254385e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128793 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12543912.000000 Penalty: 5838.299316
	Iteration 18Q: 3 clusters Score -1.254391e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128832 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -12543915.000000 Penalty: 5838.299316
	Iteration 19Q: 3 clusters Score -1.254392e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128854 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -12543957.000000 Penalty: 5838.299316
	Iteration 20F: 3 clusters Score -1.254396e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128876 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12543980.000000 Penalty: 5838.299316
	Iteration 21Q: 3 clusters Score -1.254398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128883 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -12543988.000000 Penalty: 5838.299316
	Iteration 22Q: 3 clusters Score -1.254399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128892 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12543998.000000 Penalty: 5838.299316
	Iteration 23Q: 3 clusters Score -1.2544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128892 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12544000.000000 Penalty: 5838.299316
	Iteration 24Q: 3 clusters Score -1.2544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128898 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -12544001.000000 Penalty: 5838.299316
	Iteration 25Q: 3 clusters Score -1.2544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128901 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -12544002.000000 Penalty: 5838.299316
	Iteration 26Q: 3 clusters Score -1.2544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128903 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -12544005.000000 Penalty: 5838.299316
	Iteration 27Q: 3 clusters Score -1.2544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128907 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12543999.000000 Penalty: 5838.299316
	Iteration 28Q: 3 clusters Score -1.2544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128909 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12543997.000000 Penalty: 5838.299316
	Iteration 29Q: 3 clusters Score -1.2544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128909 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12544004.000000 Penalty: 5838.299316
	Iteration 30Q: 3 clusters Score -1.2544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128911 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12544005.000000 Penalty: 5838.299316
	Iteration 31Q: 3 clusters Score -1.2544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128914 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -12544015.000000 Penalty: 5838.299316
	Iteration 32Q: 3 clusters Score -1.254402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128916 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -12544014.000000 Penalty: 5838.299316
	Iteration 33Q: 3 clusters Score -1.254401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128912 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12544023.000000 Penalty: 5838.299316
	Iteration 34Q: 3 clusters Score -1.254402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128909 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12544027.000000 Penalty: 5838.299316
	Iteration 35Q: 3 clusters Score -1.254403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128909 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12544022.000000 Penalty: 5838.299316
	Iteration 36Q: 3 clusters Score -1.254402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128911 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12544027.000000 Penalty: 5838.299316
	Iteration 37Q: 3 clusters Score -1.254403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128912 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12544029.000000 Penalty: 5838.299316
	Iteration 38Q: 3 clusters Score -1.254403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128915 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12544026.000000 Penalty: 5838.299316
	Iteration 39Q: 3 clusters Score -1.254403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128921 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12544036.000000 Penalty: 5838.299316
	Iteration 40F: 3 clusters Score -1.254404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128924 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -12544031.000000 Penalty: 5838.299316
	Iteration 41Q: 3 clusters Score -1.254403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128927 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -12544056.000000 Penalty: 5838.299316
	Iteration 42Q: 3 clusters Score -1.254406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128932 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -12544044.000000 Penalty: 5838.299316
	Iteration 43Q: 3 clusters Score -1.254404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128937 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -12544054.000000 Penalty: 5838.299316
	Iteration 44Q: 3 clusters Score -1.254405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128939 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12544055.000000 Penalty: 5838.299316
	Iteration 45Q: 3 clusters Score -1.254406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128940 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -12544060.000000 Penalty: 5838.299316
	Iteration 46Q: 3 clusters Score -1.254406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128941 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -12544059.000000 Penalty: 5838.299316
	Iteration 47Q: 3 clusters Score -1.254406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128941 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -12544059.000000 Penalty: 5838.299316
	Iteration 48F: 3 clusters Score -1.254406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Entering Unmasked Estep 
Score: -330981.437500 Penalty: 2022.173340
	Iteration 0F: 2 clusters Score -330981.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -327394.062500 Penalty: 4044.346680
	Iteration 0F: 3 clusters Score -327394.1 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -328123.218750 Penalty: 4044.346680
	Iteration 1F: 3 clusters Score -328123.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -328267.625000 Penalty: 4044.346680
	Iteration 2F: 3 clusters Score -328267.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -328393.000000 Penalty: 4044.346680
	Iteration 3Q: 3 clusters Score -328393 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -328477.468750 Penalty: 4044.346680
	Iteration 4Q: 3 clusters Score -328477.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -328532.875000 Penalty: 4044.346680
	Iteration 5Q: 3 clusters Score -328532.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -328583.125000 Penalty: 4044.346680
	Iteration 6Q: 3 clusters Score -328583.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -328624.062500 Penalty: 4044.346680
	Iteration 7Q: 3 clusters Score -328624.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -328658.875000 Penalty: 4044.346680
	Iteration 8Q: 3 clusters Score -328658.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -328689.656250 Penalty: 4044.346680
	Iteration 9Q: 3 clusters Score -328689.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -328716.187500 Penalty: 4044.346680
	Iteration 10Q: 3 clusters Score -328716.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -328735.062500 Penalty: 4044.346680
	Iteration 11Q: 3 clusters Score -328735.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -328752.906250 Penalty: 4044.346680
	Iteration 12Q: 3 clusters Score -328752.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -328774.968750 Penalty: 4044.346680
	Iteration 13Q: 3 clusters Score -328775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -328796.468750 Penalty: 4044.346680
	Iteration 14Q: 3 clusters Score -328796.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -328813.687500 Penalty: 4044.346680
	Iteration 15Q: 3 clusters Score -328813.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -328831.156250 Penalty: 4044.346680
	Iteration 16Q: 3 clusters Score -328831.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -328853.187500 Penalty: 4044.346680
	Iteration 17Q: 3 clusters Score -328853.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -328878.187500 Penalty: 4044.346680
	Iteration 18Q: 3 clusters Score -328878.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -328908.562500 Penalty: 4044.346680
	Iteration 19Q: 3 clusters Score -328908.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -328938.468750 Penalty: 4044.346680
	Iteration 20F: 3 clusters Score -328938.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -328962.281250 Penalty: 4044.346680
	Iteration 21Q: 3 clusters Score -328962.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -328988.093750 Penalty: 4044.346680
	Iteration 22Q: 3 clusters Score -328988.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -329026.687500 Penalty: 4044.346680
	Iteration 23Q: 3 clusters Score -329026.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -329069.968750 Penalty: 4044.346680
	Iteration 24Q: 3 clusters Score -329070 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -329106.812500 Penalty: 4044.346680
	Iteration 25Q: 3 clusters Score -329106.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -329137.718750 Penalty: 4044.346680
	Iteration 26Q: 3 clusters Score -329137.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -329165.843750 Penalty: 4044.346680
	Iteration 27Q: 3 clusters Score -329165.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -329203.500000 Penalty: 4044.346680
	Iteration 28Q: 3 clusters Score -329203.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -329251.562500 Penalty: 4044.346680
	Iteration 29Q: 3 clusters Score -329251.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -329308.625000 Penalty: 4044.346680
	Iteration 30Q: 3 clusters Score -329308.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -329354.125000 Penalty: 4044.346680
	Iteration 31Q: 3 clusters Score -329354.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -329397.718750 Penalty: 4044.346680
	Iteration 32Q: 3 clusters Score -329397.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -329425.781250 Penalty: 4044.346680
	Iteration 33Q: 3 clusters Score -329425.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -329445.187500 Penalty: 4044.346680
	Iteration 34Q: 3 clusters Score -329445.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -329460.406250 Penalty: 4044.346680
	Iteration 35Q: 3 clusters Score -329460.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -329474.656250 Penalty: 4044.346680
	Iteration 36Q: 3 clusters Score -329474.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -329483.156250 Penalty: 4044.346680
	Iteration 37Q: 3 clusters Score -329483.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -329489.156250 Penalty: 4044.346680
	Iteration 38Q: 3 clusters Score -329489.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -329494.218750 Penalty: 4044.346680
	Iteration 39Q: 3 clusters Score -329494.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -329497.125000 Penalty: 4044.346680
	Iteration 40F: 3 clusters Score -329497.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -329499.906250 Penalty: 4044.346680
	Iteration 41Q: 3 clusters Score -329499.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -329499.968750 Penalty: 4044.346680
	Iteration 42Q: 3 clusters Score -329500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -329500.343750 Penalty: 4044.346680
	Iteration 43Q: 3 clusters Score -329500.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -329500.656250 Penalty: 4044.346680
	Iteration 44Q: 3 clusters Score -329500.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -329500.875000 Penalty: 4044.346680
	Iteration 45Q: 3 clusters Score -329500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -329500.656250 Penalty: 4044.346680
	Iteration 46Q: 3 clusters Score -329500.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -329500.656250 Penalty: 4044.346680
	Iteration 47F: 3 clusters Score -329500.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Entering Unmasked Estep 
Score: -1471913.250000 Penalty: 2392.867676
	Iteration 0F: 2 clusters Score -1471913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1460743.625000 Penalty: 4785.735352
	Iteration 0F: 3 clusters Score -1460744 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1464283.500000 Penalty: 4785.735352
	Iteration 1F: 3 clusters Score -1464284 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1464714.500000 Penalty: 4785.735352
	Iteration 2F: 3 clusters Score -1464714 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1465121.125000 Penalty: 4785.735352
	Iteration 3F: 3 clusters Score -1465121 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1465610.250000 Penalty: 4785.735352
	Iteration 4F: 3 clusters Score -1465610 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1466192.250000 Penalty: 4785.735352
	Iteration 5F: 3 clusters Score -1466192 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1466935.375000 Penalty: 4785.735352
	Iteration 6F: 3 clusters Score -1466935 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1467759.375000 Penalty: 4785.735352
	Iteration 7F: 3 clusters Score -1467759 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1468549.375000 Penalty: 4785.735352
	Iteration 8F: 3 clusters Score -1468549 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1469173.000000 Penalty: 4785.735352
	Iteration 9F: 3 clusters Score -1469173 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1469627.375000 Penalty: 4785.735352
	Iteration 10Q: 3 clusters Score -1469627 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1469912.000000 Penalty: 4785.735352
	Iteration 11Q: 3 clusters Score -1469912 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1470089.250000 Penalty: 4785.735352
	Iteration 12Q: 3 clusters Score -1470089 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1470223.250000 Penalty: 4785.735352
	Iteration 13Q: 3 clusters Score -1470223 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1470330.375000 Penalty: 4785.735352
	Iteration 14Q: 3 clusters Score -1470330 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1470427.750000 Penalty: 4785.735352
	Iteration 15Q: 3 clusters Score -1470428 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1470518.750000 Penalty: 4785.735352
	Iteration 16Q: 3 clusters Score -1470519 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1470617.125000 Penalty: 4785.735352
	Iteration 17Q: 3 clusters Score -1470617 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1470713.750000 Penalty: 4785.735352
	Iteration 18Q: 3 clusters Score -1470714 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1470826.875000 Penalty: 4785.735352
	Iteration 19Q: 3 clusters Score -1470827 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1470920.000000 Penalty: 4785.735352
	Iteration 20F: 3 clusters Score -1470920 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1470996.625000 Penalty: 4785.735352
	Iteration 21Q: 3 clusters Score -1470997 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1471060.750000 Penalty: 4785.735352
	Iteration 22Q: 3 clusters Score -1471061 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1471117.375000 Penalty: 4785.735352
	Iteration 23Q: 3 clusters Score -1471117 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1471151.125000 Penalty: 4785.735352
	Iteration 24Q: 3 clusters Score -1471151 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1471186.375000 Penalty: 4785.735352
	Iteration 25Q: 3 clusters Score -1471186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1471210.750000 Penalty: 4785.735352
	Iteration 26Q: 3 clusters Score -1471211 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1471233.375000 Penalty: 4785.735352
	Iteration 27Q: 3 clusters Score -1471233 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1471245.125000 Penalty: 4785.735352
	Iteration 28Q: 3 clusters Score -1471245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1471253.250000 Penalty: 4785.735352
	Iteration 29Q: 3 clusters Score -1471253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1471252.750000 Penalty: 4785.735352
	Iteration 30Q: 3 clusters Score -1471253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1471251.250000 Penalty: 4785.735352
	Iteration 31Q: 3 clusters Score -1471251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1471253.250000 Penalty: 4785.735352
	Iteration 32Q: 3 clusters Score -1471253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1471256.750000 Penalty: 4785.735352
	Iteration 33Q: 3 clusters Score -1471257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1471256.250000 Penalty: 4785.735352
	Iteration 34Q: 3 clusters Score -1471256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1471256.250000 Penalty: 4785.735352
	Iteration 35F: 3 clusters Score -1471256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (236550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236550 members 
Entering Unmasked Estep 
Score: -23203972.000000 Penalty: 3068.730957
	Iteration 0F: 2 clusters Score -2.320397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118430 members 
Mstep: Class 2 contains 118120 members 
Entering Unmasked Estep 
Score: -23046500.000000 Penalty: 6137.461914
	Iteration 0F: 3 clusters Score -2.30465e+07 nChanged 113605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119111 members 
Mstep: Class 2 contains 117439 members 
Entering Unmasked Estep 
Score: -23113378.000000 Penalty: 6137.461914
	Iteration 1F: 3 clusters Score -2.311338e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119845 members 
Mstep: Class 2 contains 116705 members 
Entering Unmasked Estep 
Score: -23115128.000000 Penalty: 6137.461914
	Iteration 2Q: 3 clusters Score -2.311513e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120788 members 
Mstep: Class 2 contains 115762 members 
Entering Unmasked Estep 
Score: -23117078.000000 Penalty: 6137.461914
	Iteration 3Q: 3 clusters Score -2.311708e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122146 members 
Mstep: Class 2 contains 114404 members 
Entering Unmasked Estep 
Score: -23119586.000000 Penalty: 6137.461914
	Iteration 4Q: 3 clusters Score -2.311959e+07 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123987 members 
Mstep: Class 2 contains 112563 members 
Entering Unmasked Estep 
Score: -23122824.000000 Penalty: 6137.461914
	Iteration 5Q: 3 clusters Score -2.312282e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126356 members 
Mstep: Class 2 contains 110194 members 
Entering Unmasked Estep 
Score: -23127006.000000 Penalty: 6137.461914
	Iteration 6Q: 3 clusters Score -2.312701e+07 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129141 members 
Mstep: Class 2 contains 107409 members 
Entering Unmasked Estep 
Score: -23131906.000000 Penalty: 6137.461914
	Iteration 7Q: 3 clusters Score -2.313191e+07 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132304 members 
Mstep: Class 2 contains 104246 members 
Entering Unmasked Estep 
Score: -23137784.000000 Penalty: 6137.461914
	Iteration 8F: 3 clusters Score -2.313778e+07 nChanged 12125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135953 members 
Mstep: Class 2 contains 100597 members 
Entering Unmasked Estep 
Score: -23143646.000000 Penalty: 6137.461914
	Iteration 9F: 3 clusters Score -2.314365e+07 nChanged 11506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140169 members 
Mstep: Class 2 contains 96381 members 
Entering Unmasked Estep 
Score: -23149128.000000 Penalty: 6137.461914
	Iteration 10Q: 3 clusters Score -2.314913e+07 nChanged 10580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145049 members 
Mstep: Class 2 contains 91501 members 
Entering Unmasked Estep 
Score: -23153650.000000 Penalty: 6137.461914
	Iteration 11Q: 3 clusters Score -2.315365e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150678 members 
Mstep: Class 2 contains 85872 members 
Entering Unmasked Estep 
Score: -23157516.000000 Penalty: 6137.461914
	Iteration 12Q: 3 clusters Score -2.315752e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157172 members 
Mstep: Class 2 contains 79378 members 
Entering Unmasked Estep 
Score: -23161286.000000 Penalty: 6137.461914
	Iteration 13Q: 3 clusters Score -2.316129e+07 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164534 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -23165122.000000 Penalty: 6137.461914
	Iteration 14Q: 3 clusters Score -2.316512e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172736 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -23169170.000000 Penalty: 6137.461914
	Iteration 15Q: 3 clusters Score -2.316917e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181540 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -23173872.000000 Penalty: 6137.461914
	Iteration 16Q: 3 clusters Score -2.317387e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190628 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -23178884.000000 Penalty: 6137.461914
	Iteration 17Q: 3 clusters Score -2.317888e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199624 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -23183314.000000 Penalty: 6137.461914
	Iteration 18Q: 3 clusters Score -2.318331e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207799 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -23187794.000000 Penalty: 6137.461914
	Iteration 19Q: 3 clusters Score -2.318779e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214889 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -23191544.000000 Penalty: 6137.461914
	Iteration 20F: 3 clusters Score -2.319154e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220643 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -23194524.000000 Penalty: 6137.461914
	Iteration 21Q: 3 clusters Score -2.319452e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224959 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -23196590.000000 Penalty: 6137.461914
	Iteration 22Q: 3 clusters Score -2.319659e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228153 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -23198182.000000 Penalty: 6137.461914
	Iteration 23Q: 3 clusters Score -2.319818e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230407 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -23199182.000000 Penalty: 6137.461914
	Iteration 24Q: 3 clusters Score -2.319918e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231935 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -23199848.000000 Penalty: 6137.461914
	Iteration 25Q: 3 clusters Score -2.319985e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232978 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -23200240.000000 Penalty: 6137.461914
	Iteration 26Q: 3 clusters Score -2.320024e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233681 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -23200556.000000 Penalty: 6137.461914
	Iteration 27Q: 3 clusters Score -2.320056e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234162 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -23200750.000000 Penalty: 6137.461914
	Iteration 28Q: 3 clusters Score -2.320075e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234504 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -23200980.000000 Penalty: 6137.461914
	Iteration 29Q: 3 clusters Score -2.320098e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234726 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -23201046.000000 Penalty: 6137.461914
	Iteration 30Q: 3 clusters Score -2.320105e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234883 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -23201086.000000 Penalty: 6137.461914
	Iteration 31Q: 3 clusters Score -2.320109e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235012 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -23201146.000000 Penalty: 6137.461914
	Iteration 32Q: 3 clusters Score -2.320115e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235117 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -23201200.000000 Penalty: 6137.461914
	Iteration 33Q: 3 clusters Score -2.32012e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235199 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -23201234.000000 Penalty: 6137.461914
	Iteration 34Q: 3 clusters Score -2.320123e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235248 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -23201274.000000 Penalty: 6137.461914
	Iteration 35Q: 3 clusters Score -2.320127e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235300 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -23201288.000000 Penalty: 6137.461914
	Iteration 36Q: 3 clusters Score -2.320129e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235343 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -23201322.000000 Penalty: 6137.461914
	Iteration 37Q: 3 clusters Score -2.320132e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235370 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -23201330.000000 Penalty: 6137.461914
	Iteration 38Q: 3 clusters Score -2.320133e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235401 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -23201356.000000 Penalty: 6137.461914
	Iteration 39Q: 3 clusters Score -2.320136e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235424 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -23201366.000000 Penalty: 6137.461914
	Iteration 40F: 3 clusters Score -2.320137e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235447 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -23201380.000000 Penalty: 6137.461914
	Iteration 41Q: 3 clusters Score -2.320138e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235463 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -23201370.000000 Penalty: 6137.461914
	Iteration 42Q: 3 clusters Score -2.320137e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235470 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -23201374.000000 Penalty: 6137.461914
	Iteration 43Q: 3 clusters Score -2.320137e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235473 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -23201384.000000 Penalty: 6137.461914
	Iteration 44Q: 3 clusters Score -2.320138e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235478 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -23201414.000000 Penalty: 6137.461914
	Iteration 45Q: 3 clusters Score -2.320141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235483 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -23201438.000000 Penalty: 6137.461914
	Iteration 46Q: 3 clusters Score -2.320144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235488 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -23201432.000000 Penalty: 6137.461914
	Iteration 47Q: 3 clusters Score -2.320143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235489 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -23201438.000000 Penalty: 6137.461914
	Iteration 48Q: 3 clusters Score -2.320144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235495 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -23201432.000000 Penalty: 6137.461914
	Iteration 49Q: 3 clusters Score -2.320143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235501 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -23201428.000000 Penalty: 6137.461914
	Iteration 50Q: 3 clusters Score -2.320143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235511 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -23201452.000000 Penalty: 6137.461914
	Iteration 51Q: 3 clusters Score -2.320145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235522 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -23201456.000000 Penalty: 6137.461914
	Iteration 52Q: 3 clusters Score -2.320146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235528 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -23201470.000000 Penalty: 6137.461914
	Iteration 53Q: 3 clusters Score -2.320147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235532 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -23201462.000000 Penalty: 6137.461914
	Iteration 54Q: 3 clusters Score -2.320146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235535 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -23201476.000000 Penalty: 6137.461914
	Iteration 55Q: 3 clusters Score -2.320148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235536 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -23201466.000000 Penalty: 6137.461914
	Iteration 56Q: 3 clusters Score -2.320147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235539 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -23201476.000000 Penalty: 6137.461914
	Iteration 57Q: 3 clusters Score -2.320148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235545 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -23201482.000000 Penalty: 6137.461914
	Iteration 58Q: 3 clusters Score -2.320148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235551 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -23201468.000000 Penalty: 6137.461914
	Iteration 59Q: 3 clusters Score -2.320147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235556 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -23201474.000000 Penalty: 6137.461914
	Iteration 60F: 3 clusters Score -2.320147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235562 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -23201482.000000 Penalty: 6137.461914
	Iteration 61Q: 3 clusters Score -2.320148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235566 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -23201462.000000 Penalty: 6137.461914
	Iteration 62Q: 3 clusters Score -2.320146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235571 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -23201480.000000 Penalty: 6137.461914
	Iteration 63Q: 3 clusters Score -2.320148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235569 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -23201474.000000 Penalty: 6137.461914
	Iteration 64Q: 3 clusters Score -2.320147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235570 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -23201476.000000 Penalty: 6137.461914
	Iteration 65Q: 3 clusters Score -2.320148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235571 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -23201476.000000 Penalty: 6137.461914
	Iteration 66Q: 3 clusters Score -2.320148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235572 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -23201484.000000 Penalty: 6137.461914
	Iteration 67Q: 3 clusters Score -2.320148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235573 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -23201478.000000 Penalty: 6137.461914
	Iteration 68Q: 3 clusters Score -2.320148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235574 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -23201482.000000 Penalty: 6137.461914
	Iteration 69Q: 3 clusters Score -2.320148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235574 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -23201482.000000 Penalty: 6137.461914
	Iteration 70F: 3 clusters Score -2.320148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Entering Unmasked Estep 
Score: -811773.625000 Penalty: 2251.558350
	Iteration 0F: 2 clusters Score -811773.6 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 4432 members 
Entering Unmasked Estep 
Score: -804842.125000 Penalty: 4503.116699
	Iteration 0F: 3 clusters Score -804842.1 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -806835.625000 Penalty: 4503.116699
	Iteration 1F: 3 clusters Score -806835.6 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -807272.187500 Penalty: 4503.116699
	Iteration 2F: 3 clusters Score -807272.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -807702.062500 Penalty: 4503.116699
	Iteration 3F: 3 clusters Score -807702.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -808105.937500 Penalty: 4503.116699
	Iteration 4F: 3 clusters Score -808105.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -808460.812500 Penalty: 4503.116699
	Iteration 5F: 3 clusters Score -808460.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -808849.312500 Penalty: 4503.116699
	Iteration 6F: 3 clusters Score -808849.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -809264.562500 Penalty: 4503.116699
	Iteration 7F: 3 clusters Score -809264.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -809685.375000 Penalty: 4503.116699
	Iteration 8Q: 3 clusters Score -809685.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -810094.062500 Penalty: 4503.116699
	Iteration 9Q: 3 clusters Score -810094.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -810438.750000 Penalty: 4503.116699
	Iteration 10Q: 3 clusters Score -810438.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -810644.812500 Penalty: 4503.116699
	Iteration 11Q: 3 clusters Score -810644.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -810748.625000 Penalty: 4503.116699
	Iteration 12Q: 3 clusters Score -810748.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -810798.625000 Penalty: 4503.116699
	Iteration 13Q: 3 clusters Score -810798.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -810826.562500 Penalty: 4503.116699
	Iteration 14Q: 3 clusters Score -810826.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -810843.187500 Penalty: 4503.116699
	Iteration 15Q: 3 clusters Score -810843.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -810856.312500 Penalty: 4503.116699
	Iteration 16Q: 3 clusters Score -810856.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -810864.937500 Penalty: 4503.116699
	Iteration 17Q: 3 clusters Score -810864.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -810874.750000 Penalty: 4503.116699
	Iteration 18Q: 3 clusters Score -810874.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -810878.250000 Penalty: 4503.116699
	Iteration 19Q: 3 clusters Score -810878.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -810881.062500 Penalty: 4503.116699
	Iteration 20F: 3 clusters Score -810881.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -810882.500000 Penalty: 4503.116699
	Iteration 21Q: 3 clusters Score -810882.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -810885.687500 Penalty: 4503.116699
	Iteration 22Q: 3 clusters Score -810885.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -810887.062500 Penalty: 4503.116699
	Iteration 23Q: 3 clusters Score -810887.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -810891.687500 Penalty: 4503.116699
	Iteration 24Q: 3 clusters Score -810891.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -810891.187500 Penalty: 4503.116699
	Iteration 25Q: 3 clusters Score -810891.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -810891.937500 Penalty: 4503.116699
	Iteration 26Q: 3 clusters Score -810891.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -810893.875000 Penalty: 4503.116699
	Iteration 27Q: 3 clusters Score -810893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -810893.312500 Penalty: 4503.116699
	Iteration 28Q: 3 clusters Score -810893.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -810893.625000 Penalty: 4503.116699
	Iteration 29Q: 3 clusters Score -810893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -810893.687500 Penalty: 4503.116699
	Iteration 30Q: 3 clusters Score -810893.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -810893.875000 Penalty: 4503.116699
	Iteration 31Q: 3 clusters Score -810893.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -810893.875000 Penalty: 4503.116699
	Iteration 32F: 3 clusters Score -810893.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Entering Unmasked Estep 
Score: -887170.937500 Penalty: 2268.000000
	Iteration 0F: 2 clusters Score -887170.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -879922.812500 Penalty: 4536.000000
	Iteration 0F: 3 clusters Score -879922.8 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -882004.500000 Penalty: 4536.000000
	Iteration 1F: 3 clusters Score -882004.5 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -882422.500000 Penalty: 4536.000000
	Iteration 2F: 3 clusters Score -882422.5 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -882855.875000 Penalty: 4536.000000
	Iteration 3F: 3 clusters Score -882855.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -883437.187500 Penalty: 4536.000000
	Iteration 4F: 3 clusters Score -883437.2 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -884311.375000 Penalty: 4536.000000
	Iteration 5F: 3 clusters Score -884311.4 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -885170.500000 Penalty: 4536.000000
	Iteration 6F: 3 clusters Score -885170.5 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -885730.375000 Penalty: 4536.000000
	Iteration 7F: 3 clusters Score -885730.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -886030.562500 Penalty: 4536.000000
	Iteration 8Q: 3 clusters Score -886030.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -886182.500000 Penalty: 4536.000000
	Iteration 9Q: 3 clusters Score -886182.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -886283.250000 Penalty: 4536.000000
	Iteration 10Q: 3 clusters Score -886283.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -886353.062500 Penalty: 4536.000000
	Iteration 11Q: 3 clusters Score -886353.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -886415.062500 Penalty: 4536.000000
	Iteration 12Q: 3 clusters Score -886415.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -886459.312500 Penalty: 4536.000000
	Iteration 13Q: 3 clusters Score -886459.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -886488.375000 Penalty: 4536.000000
	Iteration 14Q: 3 clusters Score -886488.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -886509.625000 Penalty: 4536.000000
	Iteration 15Q: 3 clusters Score -886509.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -886524.500000 Penalty: 4536.000000
	Iteration 16Q: 3 clusters Score -886524.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -886539.187500 Penalty: 4536.000000
	Iteration 17Q: 3 clusters Score -886539.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -886545.500000 Penalty: 4536.000000
	Iteration 18Q: 3 clusters Score -886545.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -886553.937500 Penalty: 4536.000000
	Iteration 19Q: 3 clusters Score -886553.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -886566.375000 Penalty: 4536.000000
	Iteration 20F: 3 clusters Score -886566.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -886575.562500 Penalty: 4536.000000
	Iteration 21Q: 3 clusters Score -886575.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -886583.625000 Penalty: 4536.000000
	Iteration 22Q: 3 clusters Score -886583.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -886590.250000 Penalty: 4536.000000
	Iteration 23Q: 3 clusters Score -886590.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -886595.687500 Penalty: 4536.000000
	Iteration 24Q: 3 clusters Score -886595.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -886597.625000 Penalty: 4536.000000
	Iteration 25Q: 3 clusters Score -886597.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -886600.437500 Penalty: 4536.000000
	Iteration 26Q: 3 clusters Score -886600.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -886603.125000 Penalty: 4536.000000
	Iteration 27Q: 3 clusters Score -886603.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -886608.687500 Penalty: 4536.000000
	Iteration 28Q: 3 clusters Score -886608.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -886609.562500 Penalty: 4536.000000
	Iteration 29Q: 3 clusters Score -886609.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -886613.375000 Penalty: 4536.000000
	Iteration 30Q: 3 clusters Score -886613.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -886616.250000 Penalty: 4536.000000
	Iteration 31Q: 3 clusters Score -886616.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -886618.500000 Penalty: 4536.000000
	Iteration 32Q: 3 clusters Score -886618.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -886621.312500 Penalty: 4536.000000
	Iteration 33Q: 3 clusters Score -886621.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -886624.625000 Penalty: 4536.000000
	Iteration 34Q: 3 clusters Score -886624.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -886626.437500 Penalty: 4536.000000
	Iteration 35Q: 3 clusters Score -886626.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -886630.000000 Penalty: 4536.000000
	Iteration 36Q: 3 clusters Score -886630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -886629.187500 Penalty: 4536.000000
	Iteration 37Q: 3 clusters Score -886629.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -886633.000000 Penalty: 4536.000000
	Iteration 38Q: 3 clusters Score -886633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -886634.500000 Penalty: 4536.000000
	Iteration 39Q: 3 clusters Score -886634.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -886637.937500 Penalty: 4536.000000
	Iteration 40F: 3 clusters Score -886637.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -886641.250000 Penalty: 4536.000000
	Iteration 41Q: 3 clusters Score -886641.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -886642.687500 Penalty: 4536.000000
	Iteration 42Q: 3 clusters Score -886642.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -886645.937500 Penalty: 4536.000000
	Iteration 43Q: 3 clusters Score -886645.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -886651.312500 Penalty: 4536.000000
	Iteration 44Q: 3 clusters Score -886651.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -886653.750000 Penalty: 4536.000000
	Iteration 45Q: 3 clusters Score -886653.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -886663.437500 Penalty: 4536.000000
	Iteration 46Q: 3 clusters Score -886663.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -886664.750000 Penalty: 4536.000000
	Iteration 47Q: 3 clusters Score -886664.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -886669.687500 Penalty: 4536.000000
	Iteration 48Q: 3 clusters Score -886669.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -886670.687500 Penalty: 4536.000000
	Iteration 49Q: 3 clusters Score -886670.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -886669.250000 Penalty: 4536.000000
	Iteration 50Q: 3 clusters Score -886669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -886670.312500 Penalty: 4536.000000
	Iteration 51Q: 3 clusters Score -886670.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -886675.375000 Penalty: 4536.000000
	Iteration 52Q: 3 clusters Score -886675.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -886672.875000 Penalty: 4536.000000
	Iteration 53Q: 3 clusters Score -886672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -886673.937500 Penalty: 4536.000000
	Iteration 54Q: 3 clusters Score -886673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -886672.812500 Penalty: 4536.000000
	Iteration 55Q: 3 clusters Score -886672.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -886672.812500 Penalty: 4536.000000
	Iteration 56F: 3 clusters Score -886672.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (42611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Entering Unmasked Estep 
Score: -3819228.500000 Penalty: 2643.646973
	Iteration 0F: 2 clusters Score -3819228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -3790290.500000 Penalty: 5287.293945
	Iteration 0F: 3 clusters Score -3790290 nChanged 19587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -3801598.750000 Penalty: 5287.293945
	Iteration 1F: 3 clusters Score -3801599 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3802871.000000 Penalty: 5287.293945
	Iteration 2F: 3 clusters Score -3802871 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -3804587.250000 Penalty: 5287.293945
	Iteration 3F: 3 clusters Score -3804587 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3807026.750000 Penalty: 5287.293945
	Iteration 4F: 3 clusters Score -3807027 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3810433.750000 Penalty: 5287.293945
	Iteration 5F: 3 clusters Score -3810434 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -3814464.000000 Penalty: 5287.293945
	Iteration 6F: 3 clusters Score -3814464 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -3818154.750000 Penalty: 5287.293945
	Iteration 7F: 3 clusters Score -3818155 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -3823167.250000 Penalty: 5287.293945
	Iteration 8F: 3 clusters Score -3823167 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -3829401.250000 Penalty: 5287.293945
	Iteration 9F: 3 clusters Score -3829401 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -3831564.500000 Penalty: 5287.293945
	Iteration 10Q: 3 clusters Score -3831564 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -3832143.000000 Penalty: 5287.293945
	Iteration 11Q: 3 clusters Score -3832143 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -3832467.750000 Penalty: 5287.293945
	Iteration 12Q: 3 clusters Score -3832468 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -3832631.500000 Penalty: 5287.293945
	Iteration 13Q: 3 clusters Score -3832632 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3832718.750000 Penalty: 5287.293945
	Iteration 14Q: 3 clusters Score -3832719 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -3832763.250000 Penalty: 5287.293945
	Iteration 15Q: 3 clusters Score -3832763 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -3832773.750000 Penalty: 5287.293945
	Iteration 16Q: 3 clusters Score -3832774 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -3832782.250000 Penalty: 5287.293945
	Iteration 17Q: 3 clusters Score -3832782 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -3832780.250000 Penalty: 5287.293945
	Iteration 18Q: 3 clusters Score -3832780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -3832796.250000 Penalty: 5287.293945
	Iteration 19Q: 3 clusters Score -3832796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -3832817.250000 Penalty: 5287.293945
	Iteration 20F: 3 clusters Score -3832817 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -3832806.500000 Penalty: 5287.293945
	Iteration 21Q: 3 clusters Score -3832806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -3832799.500000 Penalty: 5287.293945
	Iteration 22Q: 3 clusters Score -3832800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -3832808.500000 Penalty: 5287.293945
	Iteration 23Q: 3 clusters Score -3832808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3832805.500000 Penalty: 5287.293945
	Iteration 24Q: 3 clusters Score -3832806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -3832815.250000 Penalty: 5287.293945
	Iteration 25Q: 3 clusters Score -3832815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -3832816.000000 Penalty: 5287.293945
	Iteration 26Q: 3 clusters Score -3832816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3832815.500000 Penalty: 5287.293945
	Iteration 27Q: 3 clusters Score -3832816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -3832809.250000 Penalty: 5287.293945
	Iteration 28Q: 3 clusters Score -3832809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3832810.500000 Penalty: 5287.293945
	Iteration 29Q: 3 clusters Score -3832810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -3832814.250000 Penalty: 5287.293945
	Iteration 30Q: 3 clusters Score -3832814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3832813.000000 Penalty: 5287.293945
	Iteration 31Q: 3 clusters Score -3832813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -3832814.750000 Penalty: 5287.293945
	Iteration 32Q: 3 clusters Score -3832815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -3832812.500000 Penalty: 5287.293945
	Iteration 33Q: 3 clusters Score -3832812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -3832813.750000 Penalty: 5287.293945
	Iteration 34Q: 3 clusters Score -3832814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -3832809.000000 Penalty: 5287.293945
	Iteration 35Q: 3 clusters Score -3832809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -3832809.000000 Penalty: 5287.293945
	Iteration 36F: 3 clusters Score -3832809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 9330 members 
Mstep: Class 3 contains 23636 members 
Mstep: Class 4 contains 9644 members 
Mstep: Class 5 contains 15628 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 7888 members 
Mstep: Class 8 contains 229030 members 
Mstep: Class 9 contains 96385 members 
Mstep: Class 10 contains 11191 members 
Mstep: Class 11 contains 10155 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 12904 members 
Mstep: Class 14 contains 311941 members 
Mstep: Class 15 contains 222042 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 11833 members 
Mstep: Class 18 contains 18467 members 
Mstep: Class 19 contains 9942 members 
Mstep: Class 20 contains 67282 members 
Mstep: Class 21 contains 129413 members 
Mstep: Class 22 contains 3477 members 
Mstep: Class 23 contains 15501 members 
Mstep: Class 24 contains 236550 members 
Mstep: Class 25 contains 8768 members 
Mstep: Class 26 contains 9369 members 
Mstep: Class 27 contains 14819 members 
Mstep: Class 28 contains 4022 members 
Mstep: Class 29 contains 6785 members 
Mstep: Class 30 contains 5216 members 
Mstep: Class 31 contains 27792 members 
Entering Unmasked Estep 
Score: -157658528.000000 Penalty: 110165.539062
Splitting cluster 27 changes total score from -157644448.000000 to -157658528.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 9330 members 
Mstep: Class 3 contains 23636 members 
Mstep: Class 4 contains 9644 members 
Mstep: Class 5 contains 15628 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 7888 members 
Mstep: Class 8 contains 229030 members 
Mstep: Class 9 contains 96385 members 
Mstep: Class 10 contains 11191 members 
Mstep: Class 11 contains 10155 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 12904 members 
Mstep: Class 14 contains 311941 members 
Mstep: Class 15 contains 222042 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 11833 members 
Mstep: Class 18 contains 18467 members 
Mstep: Class 19 contains 9942 members 
Mstep: Class 20 contains 67282 members 
Mstep: Class 21 contains 129413 members 
Mstep: Class 22 contains 3477 members 
Mstep: Class 23 contains 15501 members 
Mstep: Class 24 contains 236550 members 
Mstep: Class 25 contains 8768 members 
Mstep: Class 26 contains 9369 members 
Mstep: Class 27 contains 14819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157667216.000000 Penalty: 110165.539062
Iteration 79Q: 32 clusters Score -1.576672e+08 nChanged 15087
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 9845 members 
Mstep: Class 3 contains 23617 members 
Mstep: Class 4 contains 9998 members 
Mstep: Class 5 contains 15657 members 
Mstep: Class 6 contains 104014 members 
Mstep: Class 7 contains 7921 members 
Mstep: Class 8 contains 229089 members 
Mstep: Class 9 contains 96633 members 
Mstep: Class 10 contains 11539 members 
Mstep: Class 11 contains 10152 members 
Mstep: Class 12 contains 7843 members 
Mstep: Class 13 contains 12930 members 
Mstep: Class 14 contains 310924 members 
Mstep: Class 15 contains 221435 members 
Mstep: Class 16 contains 11035 members 
Mstep: Class 17 contains 11852 members 
Mstep: Class 18 contains 18374 members 
Mstep: Class 19 contains 9763 members 
Mstep: Class 20 contains 67359 members 
Mstep: Class 21 contains 129254 members 
Mstep: Class 22 contains 3489 members 
Mstep: Class 23 contains 15595 members 
Mstep: Class 24 contains 235079 members 
Mstep: Class 25 contains 9050 members 
Mstep: Class 26 contains 9425 members 
Mstep: Class 27 contains 15412 members 
Mstep: Class 28 contains 3571 members 
Mstep: Class 29 contains 6396 members 
Mstep: Class 30 contains 5445 members 
Mstep: Class 31 contains 29340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675984.000000 Penalty: 110165.539062
Iteration 80F: 32 clusters Score -1.57676e+08 nChanged 10502
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 10287 members 
Mstep: Class 3 contains 23587 members 
Mstep: Class 4 contains 10220 members 
Mstep: Class 5 contains 15681 members 
Mstep: Class 6 contains 103877 members 
Mstep: Class 7 contains 7935 members 
Mstep: Class 8 contains 229012 members 
Mstep: Class 9 contains 96407 members 
Mstep: Class 10 contains 11777 members 
Mstep: Class 11 contains 10108 members 
Mstep: Class 12 contains 7842 members 
Mstep: Class 13 contains 12942 members 
Mstep: Class 14 contains 309875 members 
Mstep: Class 15 contains 220734 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 11870 members 
Mstep: Class 18 contains 18278 members 
Mstep: Class 19 contains 9792 members 
Mstep: Class 20 contains 67159 members 
Mstep: Class 21 contains 129103 members 
Mstep: Class 22 contains 3506 members 
Mstep: Class 23 contains 15559 members 
Mstep: Class 24 contains 233576 members 
Mstep: Class 25 contains 9338 members 
Mstep: Class 26 contains 9479 members 
Mstep: Class 27 contains 15667 members 
Mstep: Class 28 contains 4239 members 
Mstep: Class 29 contains 6772 members 
Mstep: Class 30 contains 5688 members 
Mstep: Class 31 contains 30933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157679920.000000 Penalty: 110165.539062
Iteration 81Q: 32 clusters Score -1.576799e+08 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 10655 members 
Mstep: Class 3 contains 23552 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 15684 members 
Mstep: Class 6 contains 103752 members 
Mstep: Class 7 contains 7988 members 
Mstep: Class 8 contains 228931 members 
Mstep: Class 9 contains 96227 members 
Mstep: Class 10 contains 11957 members 
Mstep: Class 11 contains 10065 members 
Mstep: Class 12 contains 7859 members 
Mstep: Class 13 contains 12971 members 
Mstep: Class 14 contains 309068 members 
Mstep: Class 15 contains 220210 members 
Mstep: Class 16 contains 10958 members 
Mstep: Class 17 contains 11908 members 
Mstep: Class 18 contains 18199 members 
Mstep: Class 19 contains 9884 members 
Mstep: Class 20 contains 67033 members 
Mstep: Class 21 contains 128986 members 
Mstep: Class 22 contains 3521 members 
Mstep: Class 23 contains 15537 members 
Mstep: Class 24 contains 232526 members 
Mstep: Class 25 contains 9679 members 
Mstep: Class 26 contains 9502 members 
Mstep: Class 27 contains 15697 members 
Mstep: Class 28 contains 4801 members 
Mstep: Class 29 contains 7005 members 
Mstep: Class 30 contains 5811 members 
Mstep: Class 31 contains 31940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157682640.000000 Penalty: 110165.539062
Iteration 82Q: 32 clusters Score -1.576826e+08 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 10944 members 
Mstep: Class 3 contains 23519 members 
Mstep: Class 4 contains 10701 members 
Mstep: Class 5 contains 15672 members 
Mstep: Class 6 contains 103648 members 
Mstep: Class 7 contains 8033 members 
Mstep: Class 8 contains 228856 members 
Mstep: Class 9 contains 96085 members 
Mstep: Class 10 contains 12044 members 
Mstep: Class 11 contains 10000 members 
Mstep: Class 12 contains 7874 members 
Mstep: Class 13 contains 12984 members 
Mstep: Class 14 contains 308527 members 
Mstep: Class 15 contains 219839 members 
Mstep: Class 16 contains 10950 members 
Mstep: Class 17 contains 11963 members 
Mstep: Class 18 contains 18130 members 
Mstep: Class 19 contains 9980 members 
Mstep: Class 20 contains 66933 members 
Mstep: Class 21 contains 128938 members 
Mstep: Class 22 contains 3537 members 
Mstep: Class 23 contains 15515 members 
Mstep: Class 24 contains 231784 members 
Mstep: Class 25 contains 10027 members 
Mstep: Class 26 contains 9529 members 
Mstep: Class 27 contains 15568 members 
Mstep: Class 28 contains 5274 members 
Mstep: Class 29 contains 7190 members 
Mstep: Class 30 contains 5923 members 
Mstep: Class 31 contains 32511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157684128.000000 Penalty: 110165.539062
Iteration 83Q: 32 clusters Score -1.576841e+08 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 11152 members 
Mstep: Class 3 contains 23497 members 
Mstep: Class 4 contains 10893 members 
Mstep: Class 5 contains 15663 members 
Mstep: Class 6 contains 103554 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 228782 members 
Mstep: Class 9 contains 95962 members 
Mstep: Class 10 contains 12107 members 
Mstep: Class 11 contains 9931 members 
Mstep: Class 12 contains 7884 members 
Mstep: Class 13 contains 12999 members 
Mstep: Class 14 contains 308132 members 
Mstep: Class 15 contains 219545 members 
Mstep: Class 16 contains 10947 members 
Mstep: Class 17 contains 12020 members 
Mstep: Class 18 contains 18074 members 
Mstep: Class 19 contains 10100 members 
Mstep: Class 20 contains 66847 members 
Mstep: Class 21 contains 128895 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 15506 members 
Mstep: Class 24 contains 231166 members 
Mstep: Class 25 contains 10365 members 
Mstep: Class 26 contains 9551 members 
Mstep: Class 27 contains 15414 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 7331 members 
Mstep: Class 30 contains 6017 members 
Mstep: Class 31 contains 32914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157685344.000000 Penalty: 110165.539062
Iteration 84Q: 32 clusters Score -1.576853e+08 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 11315 members 
Mstep: Class 3 contains 23462 members 
Mstep: Class 4 contains 11047 members 
Mstep: Class 5 contains 15652 members 
Mstep: Class 6 contains 103505 members 
Mstep: Class 7 contains 8111 members 
Mstep: Class 8 contains 228729 members 
Mstep: Class 9 contains 95892 members 
Mstep: Class 10 contains 12125 members 
Mstep: Class 11 contains 9847 members 
Mstep: Class 12 contains 7896 members 
Mstep: Class 13 contains 13002 members 
Mstep: Class 14 contains 307875 members 
Mstep: Class 15 contains 219322 members 
Mstep: Class 16 contains 10945 members 
Mstep: Class 17 contains 12059 members 
Mstep: Class 18 contains 18024 members 
Mstep: Class 19 contains 10199 members 
Mstep: Class 20 contains 66775 members 
Mstep: Class 21 contains 128851 members 
Mstep: Class 22 contains 3556 members 
Mstep: Class 23 contains 15493 members 
Mstep: Class 24 contains 230607 members 
Mstep: Class 25 contains 10670 members 
Mstep: Class 26 contains 9576 members 
Mstep: Class 27 contains 15327 members 
Mstep: Class 28 contains 5989 members 
Mstep: Class 29 contains 7454 members 
Mstep: Class 30 contains 6124 members 
Mstep: Class 31 contains 33158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157686432.000000 Penalty: 110165.539062
Iteration 85Q: 32 clusters Score -1.576864e+08 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 23442 members 
Mstep: Class 4 contains 11156 members 
Mstep: Class 5 contains 15645 members 
Mstep: Class 6 contains 103465 members 
Mstep: Class 7 contains 8128 members 
Mstep: Class 8 contains 228691 members 
Mstep: Class 9 contains 95847 members 
Mstep: Class 10 contains 12149 members 
Mstep: Class 11 contains 9778 members 
Mstep: Class 12 contains 7910 members 
Mstep: Class 13 contains 13000 members 
Mstep: Class 14 contains 307673 members 
Mstep: Class 15 contains 219133 members 
Mstep: Class 16 contains 10965 members 
Mstep: Class 17 contains 12091 members 
Mstep: Class 18 contains 17989 members 
Mstep: Class 19 contains 10203 members 
Mstep: Class 20 contains 66726 members 
Mstep: Class 21 contains 128790 members 
Mstep: Class 22 contains 3568 members 
Mstep: Class 23 contains 15483 members 
Mstep: Class 24 contains 230106 members 
Mstep: Class 25 contains 10919 members 
Mstep: Class 26 contains 9596 members 
Mstep: Class 27 contains 15413 members 
Mstep: Class 28 contains 6194 members 
Mstep: Class 29 contains 7551 members 
Mstep: Class 30 contains 6236 members 
Mstep: Class 31 contains 33349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688064.000000 Penalty: 110165.539062
Iteration 86Q: 32 clusters Score -1.576881e+08 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 11544 members 
Mstep: Class 3 contains 23427 members 
Mstep: Class 4 contains 11258 members 
Mstep: Class 5 contains 15644 members 
Mstep: Class 6 contains 103441 members 
Mstep: Class 7 contains 8140 members 
Mstep: Class 8 contains 228668 members 
Mstep: Class 9 contains 95803 members 
Mstep: Class 10 contains 12161 members 
Mstep: Class 11 contains 9697 members 
Mstep: Class 12 contains 7927 members 
Mstep: Class 13 contains 12999 members 
Mstep: Class 14 contains 307495 members 
Mstep: Class 15 contains 219005 members 
Mstep: Class 16 contains 10972 members 
Mstep: Class 17 contains 12127 members 
Mstep: Class 18 contains 17961 members 
Mstep: Class 19 contains 10160 members 
Mstep: Class 20 contains 66678 members 
Mstep: Class 21 contains 128737 members 
Mstep: Class 22 contains 3578 members 
Mstep: Class 23 contains 15478 members 
Mstep: Class 24 contains 229693 members 
Mstep: Class 25 contains 11106 members 
Mstep: Class 26 contains 9606 members 
Mstep: Class 27 contains 15575 members 
Mstep: Class 28 contains 6374 members 
Mstep: Class 29 contains 7627 members 
Mstep: Class 30 contains 6320 members 
Mstep: Class 31 contains 33496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688784.000000 Penalty: 110165.539062
Iteration 87Q: 32 clusters Score -1.576888e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 11615 members 
Mstep: Class 3 contains 23417 members 
Mstep: Class 4 contains 11338 members 
Mstep: Class 5 contains 15639 members 
Mstep: Class 6 contains 103427 members 
Mstep: Class 7 contains 8143 members 
Mstep: Class 8 contains 228624 members 
Mstep: Class 9 contains 95778 members 
Mstep: Class 10 contains 12175 members 
Mstep: Class 11 contains 9597 members 
Mstep: Class 12 contains 7941 members 
Mstep: Class 13 contains 13014 members 
Mstep: Class 14 contains 307348 members 
Mstep: Class 15 contains 218938 members 
Mstep: Class 16 contains 10976 members 
Mstep: Class 17 contains 12152 members 
Mstep: Class 18 contains 17936 members 
Mstep: Class 19 contains 10099 members 
Mstep: Class 20 contains 66630 members 
Mstep: Class 21 contains 128714 members 
Mstep: Class 22 contains 3588 members 
Mstep: Class 23 contains 15483 members 
Mstep: Class 24 contains 229384 members 
Mstep: Class 25 contains 11258 members 
Mstep: Class 26 contains 9612 members 
Mstep: Class 27 contains 15739 members 
Mstep: Class 28 contains 6530 members 
Mstep: Class 29 contains 7692 members 
Mstep: Class 30 contains 6379 members 
Mstep: Class 31 contains 33584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688752.000000 Penalty: 110165.539062
Iteration 88Q: 32 clusters Score -1.576888e+08 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 11676 members 
Mstep: Class 3 contains 23401 members 
Mstep: Class 4 contains 11395 members 
Mstep: Class 5 contains 15637 members 
Mstep: Class 6 contains 103411 members 
Mstep: Class 7 contains 8146 members 
Mstep: Class 8 contains 228590 members 
Mstep: Class 9 contains 95748 members 
Mstep: Class 10 contains 12190 members 
Mstep: Class 11 contains 9508 members 
Mstep: Class 12 contains 7945 members 
Mstep: Class 13 contains 13017 members 
Mstep: Class 14 contains 307236 members 
Mstep: Class 15 contains 218896 members 
Mstep: Class 16 contains 10978 members 
Mstep: Class 17 contains 12164 members 
Mstep: Class 18 contains 17914 members 
Mstep: Class 19 contains 10032 members 
Mstep: Class 20 contains 66600 members 
Mstep: Class 21 contains 128674 members 
Mstep: Class 22 contains 3596 members 
Mstep: Class 23 contains 15481 members 
Mstep: Class 24 contains 229180 members 
Mstep: Class 25 contains 11384 members 
Mstep: Class 26 contains 9622 members 
Mstep: Class 27 contains 15864 members 
Mstep: Class 28 contains 6667 members 
Mstep: Class 29 contains 7734 members 
Mstep: Class 30 contains 6430 members 
Mstep: Class 31 contains 33661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688896.000000 Penalty: 110165.539062
Iteration 89Q: 32 clusters Score -1.576889e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 23386 members 
Mstep: Class 4 contains 11447 members 
Mstep: Class 5 contains 15626 members 
Mstep: Class 6 contains 103417 members 
Mstep: Class 7 contains 8149 members 
Mstep: Class 8 contains 228557 members 
Mstep: Class 9 contains 95707 members 
Mstep: Class 10 contains 12246 members 
Mstep: Class 11 contains 9433 members 
Mstep: Class 12 contains 7951 members 
Mstep: Class 13 contains 13023 members 
Mstep: Class 14 contains 307140 members 
Mstep: Class 15 contains 218853 members 
Mstep: Class 16 contains 10995 members 
Mstep: Class 17 contains 12180 members 
Mstep: Class 18 contains 17899 members 
Mstep: Class 19 contains 9930 members 
Mstep: Class 20 contains 66570 members 
Mstep: Class 21 contains 128650 members 
Mstep: Class 22 contains 3604 members 
Mstep: Class 23 contains 15486 members 
Mstep: Class 24 contains 229010 members 
Mstep: Class 25 contains 11502 members 
Mstep: Class 26 contains 9632 members 
Mstep: Class 27 contains 15973 members 
Mstep: Class 28 contains 6769 members 
Mstep: Class 29 contains 7786 members 
Mstep: Class 30 contains 6474 members 
Mstep: Class 31 contains 33712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157689584.000000 Penalty: 110165.539062
Iteration 90Q: 32 clusters Score -1.576896e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 11784 members 
Mstep: Class 3 contains 23367 members 
Mstep: Class 4 contains 11504 members 
Mstep: Class 5 contains 15628 members 
Mstep: Class 6 contains 103415 members 
Mstep: Class 7 contains 8158 members 
Mstep: Class 8 contains 228510 members 
Mstep: Class 9 contains 95690 members 
Mstep: Class 10 contains 12283 members 
Mstep: Class 11 contains 9375 members 
Mstep: Class 12 contains 7955 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 307043 members 
Mstep: Class 15 contains 218806 members 
Mstep: Class 16 contains 11007 members 
Mstep: Class 17 contains 12185 members 
Mstep: Class 18 contains 17889 members 
Mstep: Class 19 contains 9846 members 
Mstep: Class 20 contains 66552 members 
Mstep: Class 21 contains 128623 members 
Mstep: Class 22 contains 3609 members 
Mstep: Class 23 contains 15487 members 
Mstep: Class 24 contains 228897 members 
Mstep: Class 25 contains 11606 members 
Mstep: Class 26 contains 9646 members 
Mstep: Class 27 contains 16055 members 
Mstep: Class 28 contains 6841 members 
Mstep: Class 29 contains 7835 members 
Mstep: Class 30 contains 6513 members 
Mstep: Class 31 contains 33767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157689632.000000 Penalty: 110165.539062
Iteration 91Q: 32 clusters Score -1.576896e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 11823 members 
Mstep: Class 3 contains 23356 members 
Mstep: Class 4 contains 11561 members 
Mstep: Class 5 contains 15629 members 
Mstep: Class 6 contains 103411 members 
Mstep: Class 7 contains 8165 members 
Mstep: Class 8 contains 228463 members 
Mstep: Class 9 contains 95675 members 
Mstep: Class 10 contains 12304 members 
Mstep: Class 11 contains 9323 members 
Mstep: Class 12 contains 7959 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 306966 members 
Mstep: Class 15 contains 218752 members 
Mstep: Class 16 contains 11027 members 
Mstep: Class 17 contains 12197 members 
Mstep: Class 18 contains 17879 members 
Mstep: Class 19 contains 9772 members 
Mstep: Class 20 contains 66533 members 
Mstep: Class 21 contains 128607 members 
Mstep: Class 22 contains 3616 members 
Mstep: Class 23 contains 15483 members 
Mstep: Class 24 contains 228826 members 
Mstep: Class 25 contains 11705 members 
Mstep: Class 26 contains 9655 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 6882 members 
Mstep: Class 29 contains 7877 members 
Mstep: Class 30 contains 6557 members 
Mstep: Class 31 contains 33800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157689840.000000 Penalty: 110165.539062
Iteration 92Q: 32 clusters Score -1.576898e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 11842 members 
Mstep: Class 3 contains 23338 members 
Mstep: Class 4 contains 11604 members 
Mstep: Class 5 contains 15613 members 
Mstep: Class 6 contains 103408 members 
Mstep: Class 7 contains 8171 members 
Mstep: Class 8 contains 228444 members 
Mstep: Class 9 contains 95646 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 7962 members 
Mstep: Class 13 contains 13018 members 
Mstep: Class 14 contains 306889 members 
Mstep: Class 15 contains 218699 members 
Mstep: Class 16 contains 11052 members 
Mstep: Class 17 contains 12226 members 
Mstep: Class 18 contains 17871 members 
Mstep: Class 19 contains 9689 members 
Mstep: Class 20 contains 66512 members 
Mstep: Class 21 contains 128617 members 
Mstep: Class 22 contains 3626 members 
Mstep: Class 23 contains 15478 members 
Mstep: Class 24 contains 228767 members 
Mstep: Class 25 contains 11806 members 
Mstep: Class 26 contains 9664 members 
Mstep: Class 27 contains 16138 members 
Mstep: Class 28 contains 6923 members 
Mstep: Class 29 contains 7918 members 
Mstep: Class 30 contains 6593 members 
Mstep: Class 31 contains 33837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157689600.000000 Penalty: 110165.539062
Iteration 93Q: 32 clusters Score -1.576896e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 11856 members 
Mstep: Class 3 contains 23336 members 
Mstep: Class 4 contains 11645 members 
Mstep: Class 5 contains 15602 members 
Mstep: Class 6 contains 103405 members 
Mstep: Class 7 contains 8179 members 
Mstep: Class 8 contains 228426 members 
Mstep: Class 9 contains 95640 members 
Mstep: Class 10 contains 12312 members 
Mstep: Class 11 contains 9252 members 
Mstep: Class 12 contains 7967 members 
Mstep: Class 13 contains 13018 members 
Mstep: Class 14 contains 306814 members 
Mstep: Class 15 contains 218656 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 12251 members 
Mstep: Class 18 contains 17865 members 
Mstep: Class 19 contains 9616 members 
Mstep: Class 20 contains 66486 members 
Mstep: Class 21 contains 128624 members 
Mstep: Class 22 contains 3629 members 
Mstep: Class 23 contains 15474 members 
Mstep: Class 24 contains 228723 members 
Mstep: Class 25 contains 11893 members 
Mstep: Class 26 contains 9670 members 
Mstep: Class 27 contains 16170 members 
Mstep: Class 28 contains 6958 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 6631 members 
Mstep: Class 31 contains 33867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157689520.000000 Penalty: 110165.539062
Iteration 94Q: 32 clusters Score -1.576895e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 11875 members 
Mstep: Class 3 contains 23336 members 
Mstep: Class 4 contains 11671 members 
Mstep: Class 5 contains 15603 members 
Mstep: Class 6 contains 103404 members 
Mstep: Class 7 contains 8183 members 
Mstep: Class 8 contains 228415 members 
Mstep: Class 9 contains 95624 members 
Mstep: Class 10 contains 12317 members 
Mstep: Class 11 contains 9224 members 
Mstep: Class 12 contains 7968 members 
Mstep: Class 13 contains 13017 members 
Mstep: Class 14 contains 306773 members 
Mstep: Class 15 contains 218616 members 
Mstep: Class 16 contains 11092 members 
Mstep: Class 17 contains 12277 members 
Mstep: Class 18 contains 17859 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 66449 members 
Mstep: Class 21 contains 128608 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 15470 members 
Mstep: Class 24 contains 228703 members 
Mstep: Class 25 contains 11954 members 
Mstep: Class 26 contains 9676 members 
Mstep: Class 27 contains 16190 members 
Mstep: Class 28 contains 6986 members 
Mstep: Class 29 contains 8039 members 
Mstep: Class 30 contains 6657 members 
Mstep: Class 31 contains 33900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157689984.000000 Penalty: 110165.539062
Iteration 95Q: 32 clusters Score -1.5769e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 11889 members 
Mstep: Class 3 contains 23333 members 
Mstep: Class 4 contains 11696 members 
Mstep: Class 5 contains 15598 members 
Mstep: Class 6 contains 103396 members 
Mstep: Class 7 contains 8189 members 
Mstep: Class 8 contains 228390 members 
Mstep: Class 9 contains 95620 members 
Mstep: Class 10 contains 12331 members 
Mstep: Class 11 contains 9212 members 
Mstep: Class 12 contains 7972 members 
Mstep: Class 13 contains 13014 members 
Mstep: Class 14 contains 306724 members 
Mstep: Class 15 contains 218585 members 
Mstep: Class 16 contains 11111 members 
Mstep: Class 17 contains 12293 members 
Mstep: Class 18 contains 17851 members 
Mstep: Class 19 contains 9477 members 
Mstep: Class 20 contains 66425 members 
Mstep: Class 21 contains 128603 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 15467 members 
Mstep: Class 24 contains 228665 members 
Mstep: Class 25 contains 12015 members 
Mstep: Class 26 contains 9681 members 
Mstep: Class 27 contains 16221 members 
Mstep: Class 28 contains 7008 members 
Mstep: Class 29 contains 8091 members 
Mstep: Class 30 contains 6686 members 
Mstep: Class 31 contains 33926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690208.000000 Penalty: 110165.539062
Iteration 96Q: 32 clusters Score -1.576902e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 11902 members 
Mstep: Class 3 contains 23330 members 
Mstep: Class 4 contains 11717 members 
Mstep: Class 5 contains 15598 members 
Mstep: Class 6 contains 103394 members 
Mstep: Class 7 contains 8193 members 
Mstep: Class 8 contains 228374 members 
Mstep: Class 9 contains 95627 members 
Mstep: Class 10 contains 12347 members 
Mstep: Class 11 contains 9207 members 
Mstep: Class 12 contains 7974 members 
Mstep: Class 13 contains 13021 members 
Mstep: Class 14 contains 306679 members 
Mstep: Class 15 contains 218568 members 
Mstep: Class 16 contains 11137 members 
Mstep: Class 17 contains 12312 members 
Mstep: Class 18 contains 17838 members 
Mstep: Class 19 contains 9410 members 
Mstep: Class 20 contains 66389 members 
Mstep: Class 21 contains 128596 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 15474 members 
Mstep: Class 24 contains 228621 members 
Mstep: Class 25 contains 12041 members 
Mstep: Class 26 contains 9684 members 
Mstep: Class 27 contains 16241 members 
Mstep: Class 28 contains 7031 members 
Mstep: Class 29 contains 8146 members 
Mstep: Class 30 contains 6714 members 
Mstep: Class 31 contains 33950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690192.000000 Penalty: 110165.539062
Iteration 97Q: 32 clusters Score -1.576902e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 23327 members 
Mstep: Class 4 contains 11741 members 
Mstep: Class 5 contains 15600 members 
Mstep: Class 6 contains 103388 members 
Mstep: Class 7 contains 8194 members 
Mstep: Class 8 contains 228360 members 
Mstep: Class 9 contains 95631 members 
Mstep: Class 10 contains 12368 members 
Mstep: Class 11 contains 9203 members 
Mstep: Class 12 contains 7975 members 
Mstep: Class 13 contains 13013 members 
Mstep: Class 14 contains 306649 members 
Mstep: Class 15 contains 218548 members 
Mstep: Class 16 contains 11155 members 
Mstep: Class 17 contains 12328 members 
Mstep: Class 18 contains 17826 members 
Mstep: Class 19 contains 9342 members 
Mstep: Class 20 contains 66356 members 
Mstep: Class 21 contains 128585 members 
Mstep: Class 22 contains 3644 members 
Mstep: Class 23 contains 15475 members 
Mstep: Class 24 contains 228594 members 
Mstep: Class 25 contains 12083 members 
Mstep: Class 26 contains 9688 members 
Mstep: Class 27 contains 16257 members 
Mstep: Class 28 contains 7045 members 
Mstep: Class 29 contains 8207 members 
Mstep: Class 30 contains 6743 members 
Mstep: Class 31 contains 33964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690784.000000 Penalty: 110165.539062
Iteration 98Q: 32 clusters Score -1.576908e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 11933 members 
Mstep: Class 3 contains 23322 members 
Mstep: Class 4 contains 11751 members 
Mstep: Class 5 contains 15601 members 
Mstep: Class 6 contains 103385 members 
Mstep: Class 7 contains 8192 members 
Mstep: Class 8 contains 228337 members 
Mstep: Class 9 contains 95628 members 
Mstep: Class 10 contains 12390 members 
Mstep: Class 11 contains 9201 members 
Mstep: Class 12 contains 7975 members 
Mstep: Class 13 contains 13006 members 
Mstep: Class 14 contains 306623 members 
Mstep: Class 15 contains 218534 members 
Mstep: Class 16 contains 11168 members 
Mstep: Class 17 contains 12340 members 
Mstep: Class 18 contains 17814 members 
Mstep: Class 19 contains 9287 members 
Mstep: Class 20 contains 66327 members 
Mstep: Class 21 contains 128582 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 15476 members 
Mstep: Class 24 contains 228568 members 
Mstep: Class 25 contains 12121 members 
Mstep: Class 26 contains 9694 members 
Mstep: Class 27 contains 16271 members 
Mstep: Class 28 contains 7042 members 
Mstep: Class 29 contains 8271 members 
Mstep: Class 30 contains 6774 members 
Mstep: Class 31 contains 33971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690928.000000 Penalty: 110165.539062
Iteration 99Q: 32 clusters Score -1.576909e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 11942 members 
Mstep: Class 3 contains 23316 members 
Mstep: Class 4 contains 11768 members 
Mstep: Class 5 contains 15599 members 
Mstep: Class 6 contains 103379 members 
Mstep: Class 7 contains 8188 members 
Mstep: Class 8 contains 228322 members 
Mstep: Class 9 contains 95621 members 
Mstep: Class 10 contains 12395 members 
Mstep: Class 11 contains 9199 members 
Mstep: Class 12 contains 7974 members 
Mstep: Class 13 contains 13003 members 
Mstep: Class 14 contains 306610 members 
Mstep: Class 15 contains 218517 members 
Mstep: Class 16 contains 11180 members 
Mstep: Class 17 contains 12358 members 
Mstep: Class 18 contains 17807 members 
Mstep: Class 19 contains 9236 members 
Mstep: Class 20 contains 66291 members 
Mstep: Class 21 contains 128587 members 
Mstep: Class 22 contains 3652 members 
Mstep: Class 23 contains 15470 members 
Mstep: Class 24 contains 228552 members 
Mstep: Class 25 contains 12131 members 
Mstep: Class 26 contains 9699 members 
Mstep: Class 27 contains 16288 members 
Mstep: Class 28 contains 7041 members 
Mstep: Class 29 contains 8350 members 
Mstep: Class 30 contains 6801 members 
Mstep: Class 31 contains 33992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690848.000000 Penalty: 110165.539062
Iteration 100F: 32 clusters Score -1.576908e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 11948 members 
Mstep: Class 3 contains 23302 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 15598 members 
Mstep: Class 6 contains 103371 members 
Mstep: Class 7 contains 8187 members 
Mstep: Class 8 contains 228308 members 
Mstep: Class 9 contains 95612 members 
Mstep: Class 10 contains 12410 members 
Mstep: Class 11 contains 9196 members 
Mstep: Class 12 contains 7974 members 
Mstep: Class 13 contains 12991 members 
Mstep: Class 14 contains 306595 members 
Mstep: Class 15 contains 218494 members 
Mstep: Class 16 contains 11191 members 
Mstep: Class 17 contains 12376 members 
Mstep: Class 18 contains 17796 members 
Mstep: Class 19 contains 9164 members 
Mstep: Class 20 contains 66253 members 
Mstep: Class 21 contains 128586 members 
Mstep: Class 22 contains 3655 members 
Mstep: Class 23 contains 15472 members 
Mstep: Class 24 contains 228525 members 
Mstep: Class 25 contains 12217 members 
Mstep: Class 26 contains 9706 members 
Mstep: Class 27 contains 16297 members 
Mstep: Class 28 contains 7056 members 
Mstep: Class 29 contains 8437 members 
Mstep: Class 30 contains 6821 members 
Mstep: Class 31 contains 33993 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 32 clusters Score -1.576912e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 11957 members 
Mstep: Class 3 contains 23301 members 
Mstep: Class 4 contains 11803 members 
Mstep: Class 5 contains 15595 members 
Mstep: Class 6 contains 103366 members 
Mstep: Class 7 contains 8185 members 
Mstep: Class 8 contains 228281 members 
Mstep: Class 9 contains 95594 members 
Mstep: Class 10 contains 12429 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 7973 members 
Mstep: Class 13 contains 12991 members 
Mstep: Class 14 contains 306557 members 
Mstep: Class 15 contains 218467 members 
Mstep: Class 16 contains 11206 members 
Mstep: Class 17 contains 12396 members 
Mstep: Class 18 contains 17792 members 
Mstep: Class 19 contains 9092 members 
Mstep: Class 20 contains 66204 members 
Mstep: Class 21 contains 128579 members 
Mstep: Class 22 contains 3658 members 
Mstep: Class 23 contains 15473 members 
Mstep: Class 24 contains 228493 members 
Mstep: Class 25 contains 12310 members 
Mstep: Class 26 contains 9709 members 
Mstep: Class 27 contains 16305 members 
Mstep: Class 28 contains 7083 members 
Mstep: Class 29 contains 8557 members 
Mstep: Class 30 contains 6846 members 
Mstep: Class 31 contains 33984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157691184.000000 Penalty: 110165.539062
Iteration 102Q: 32 clusters Score -1.576912e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 11960 members 
Mstep: Class 3 contains 23296 members 
Mstep: Class 4 contains 11821 members 
Mstep: Class 5 contains 15591 members 
Mstep: Class 6 contains 103353 members 
Mstep: Class 7 contains 8186 members 
Mstep: Class 8 contains 228259 members 
Mstep: Class 9 contains 95586 members 
Mstep: Class 10 contains 12444 members 
Mstep: Class 11 contains 9187 members 
Mstep: Class 12 contains 7973 members 
Mstep: Class 13 contains 12985 members 
Mstep: Class 14 contains 306526 members 
Mstep: Class 15 contains 218463 members 
Mstep: Class 16 contains 11217 members 
Mstep: Class 17 contains 12411 members 
Mstep: Class 18 contains 17782 members 
Mstep: Class 19 contains 9016 members 
Mstep: Class 20 contains 66143 members 
Mstep: Class 21 contains 128570 members 
Mstep: Class 22 contains 3660 members 
Mstep: Class 23 contains 15477 members 
Mstep: Class 24 contains 228467 members 
Mstep: Class 25 contains 12407 members 
Mstep: Class 26 contains 9712 members 
Mstep: Class 27 contains 16314 members 
Mstep: Class 28 contains 7104 members 
Mstep: Class 29 contains 8728 members 
Mstep: Class 30 contains 6864 members 
Mstep: Class 31 contains 33962 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 32 clusters Score -1.576916e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 11969 members 
Mstep: Class 3 contains 23288 members 
Mstep: Class 4 contains 11838 members 
Mstep: Class 5 contains 15591 members 
Mstep: Class 6 contains 103344 members 
Mstep: Class 7 contains 8190 members 
Mstep: Class 8 contains 228233 members 
Mstep: Class 9 contains 95613 members 
Mstep: Class 10 contains 12469 members 
Mstep: Class 11 contains 9185 members 
Mstep: Class 12 contains 7973 members 
Mstep: Class 13 contains 12979 members 
Mstep: Class 14 contains 306505 members 
Mstep: Class 15 contains 218448 members 
Mstep: Class 16 contains 11225 members 
Mstep: Class 17 contains 12421 members 
Mstep: Class 18 contains 17775 members 
Mstep: Class 19 contains 8957 members 
Mstep: Class 20 contains 66049 members 
Mstep: Class 21 contains 128568 members 
Mstep: Class 22 contains 3658 members 
Mstep: Class 23 contains 15482 members 
Mstep: Class 24 contains 228446 members 
Mstep: Class 25 contains 12461 members 
Mstep: Class 26 contains 9716 members 
Mstep: Class 27 contains 16331 members 
Mstep: Class 28 contains 7109 members 
Mstep: Class 29 contains 8978 members 
Mstep: Class 30 contains 6887 members 
Mstep: Class 31 contains 33959 members 
Entering Unmasked Estep 
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Iteration 104Q: 32 clusters Score -1.576919e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 23281 members 
Mstep: Class 4 contains 11859 members 
Mstep: Class 5 contains 15592 members 
Mstep: Class 6 contains 103337 members 
Mstep: Class 7 contains 8193 members 
Mstep: Class 8 contains 228208 members 
Mstep: Class 9 contains 95645 members 
Mstep: Class 10 contains 12492 members 
Mstep: Class 11 contains 9185 members 
Mstep: Class 12 contains 7973 members 
Mstep: Class 13 contains 12975 members 
Mstep: Class 14 contains 306464 members 
Mstep: Class 15 contains 218435 members 
Mstep: Class 16 contains 11242 members 
Mstep: Class 17 contains 12443 members 
Mstep: Class 18 contains 17763 members 
Mstep: Class 19 contains 8904 members 
Mstep: Class 20 contains 65924 members 
Mstep: Class 21 contains 128559 members 
Mstep: Class 22 contains 3659 members 
Mstep: Class 23 contains 15490 members 
Mstep: Class 24 contains 228424 members 
Mstep: Class 25 contains 12512 members 
Mstep: Class 26 contains 9718 members 
Mstep: Class 27 contains 16345 members 
Mstep: Class 28 contains 7112 members 
Mstep: Class 29 contains 9387 members 
Mstep: Class 30 contains 6908 members 
Mstep: Class 31 contains 33969 members 
Entering Unmasked Estep 
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Iteration 105Q: 32 clusters Score -1.576932e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 11986 members 
Mstep: Class 3 contains 23275 members 
Mstep: Class 4 contains 11911 members 
Mstep: Class 5 contains 15585 members 
Mstep: Class 6 contains 103322 members 
Mstep: Class 7 contains 8193 members 
Mstep: Class 8 contains 228162 members 
Mstep: Class 9 contains 95678 members 
Mstep: Class 10 contains 12513 members 
Mstep: Class 11 contains 9184 members 
Mstep: Class 12 contains 7975 members 
Mstep: Class 13 contains 12975 members 
Mstep: Class 14 contains 306443 members 
Mstep: Class 15 contains 218410 members 
Mstep: Class 16 contains 11246 members 
Mstep: Class 17 contains 12460 members 
Mstep: Class 18 contains 17748 members 
Mstep: Class 19 contains 8846 members 
Mstep: Class 20 contains 65771 members 
Mstep: Class 21 contains 128539 members 
Mstep: Class 22 contains 3660 members 
Mstep: Class 23 contains 15502 members 
Mstep: Class 24 contains 228408 members 
Mstep: Class 25 contains 12549 members 
Mstep: Class 26 contains 9720 members 
Mstep: Class 27 contains 16343 members 
Mstep: Class 28 contains 7113 members 
Mstep: Class 29 contains 9842 members 
Mstep: Class 30 contains 6929 members 
Mstep: Class 31 contains 33996 members 
Entering Unmasked Estep 
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Iteration 106Q: 32 clusters Score -1.576942e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 11980 members 
Mstep: Class 3 contains 23269 members 
Mstep: Class 4 contains 11986 members 
Mstep: Class 5 contains 15583 members 
Mstep: Class 6 contains 103278 members 
Mstep: Class 7 contains 8193 members 
Mstep: Class 8 contains 228081 members 
Mstep: Class 9 contains 95685 members 
Mstep: Class 10 contains 12544 members 
Mstep: Class 11 contains 9178 members 
Mstep: Class 12 contains 7977 members 
Mstep: Class 13 contains 12981 members 
Mstep: Class 14 contains 306428 members 
Mstep: Class 15 contains 218393 members 
Mstep: Class 16 contains 11233 members 
Mstep: Class 17 contains 12473 members 
Mstep: Class 18 contains 17747 members 
Mstep: Class 19 contains 8782 members 
Mstep: Class 20 contains 65643 members 
Mstep: Class 21 contains 128507 members 
Mstep: Class 22 contains 3665 members 
Mstep: Class 23 contains 15524 members 
Mstep: Class 24 contains 228393 members 
Mstep: Class 25 contains 12587 members 
Mstep: Class 26 contains 9722 members 
Mstep: Class 27 contains 16335 members 
Mstep: Class 28 contains 7108 members 
Mstep: Class 29 contains 10157 members 
Mstep: Class 30 contains 6944 members 
Mstep: Class 31 contains 34020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694592.000000 Penalty: 110165.539062
Iteration 107Q: 32 clusters Score -1.576946e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 11967 members 
Mstep: Class 3 contains 23250 members 
Mstep: Class 4 contains 12100 members 
Mstep: Class 5 contains 15570 members 
Mstep: Class 6 contains 103241 members 
Mstep: Class 7 contains 8199 members 
Mstep: Class 8 contains 227994 members 
Mstep: Class 9 contains 95706 members 
Mstep: Class 10 contains 12555 members 
Mstep: Class 11 contains 9175 members 
Mstep: Class 12 contains 7978 members 
Mstep: Class 13 contains 12982 members 
Mstep: Class 14 contains 306409 members 
Mstep: Class 15 contains 218376 members 
Mstep: Class 16 contains 11212 members 
Mstep: Class 17 contains 12480 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 8718 members 
Mstep: Class 20 contains 65575 members 
Mstep: Class 21 contains 128497 members 
Mstep: Class 22 contains 3662 members 
Mstep: Class 23 contains 15555 members 
Mstep: Class 24 contains 228374 members 
Mstep: Class 25 contains 12625 members 
Mstep: Class 26 contains 9719 members 
Mstep: Class 27 contains 16344 members 
Mstep: Class 28 contains 7088 members 
Mstep: Class 29 contains 10339 members 
Mstep: Class 30 contains 6960 members 
Mstep: Class 31 contains 34042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695360.000000 Penalty: 110165.539062
Iteration 108Q: 32 clusters Score -1.576954e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 11961 members 
Mstep: Class 3 contains 23230 members 
Mstep: Class 4 contains 12235 members 
Mstep: Class 5 contains 15560 members 
Mstep: Class 6 contains 103200 members 
Mstep: Class 7 contains 8197 members 
Mstep: Class 8 contains 227886 members 
Mstep: Class 9 contains 95708 members 
Mstep: Class 10 contains 12572 members 
Mstep: Class 11 contains 9172 members 
Mstep: Class 12 contains 7978 members 
Mstep: Class 13 contains 12981 members 
Mstep: Class 14 contains 306397 members 
Mstep: Class 15 contains 218363 members 
Mstep: Class 16 contains 11191 members 
Mstep: Class 17 contains 12496 members 
Mstep: Class 18 contains 17714 members 
Mstep: Class 19 contains 8676 members 
Mstep: Class 20 contains 65548 members 
Mstep: Class 21 contains 128467 members 
Mstep: Class 22 contains 3665 members 
Mstep: Class 23 contains 15575 members 
Mstep: Class 24 contains 228355 members 
Mstep: Class 25 contains 12643 members 
Mstep: Class 26 contains 9708 members 
Mstep: Class 27 contains 16336 members 
Mstep: Class 28 contains 7063 members 
Mstep: Class 29 contains 10458 members 
Mstep: Class 30 contains 6968 members 
Mstep: Class 31 contains 34084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695504.000000 Penalty: 110165.539062
Iteration 109Q: 32 clusters Score -1.576955e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 11976 members 
Mstep: Class 3 contains 23211 members 
Mstep: Class 4 contains 12359 members 
Mstep: Class 5 contains 15536 members 
Mstep: Class 6 contains 103157 members 
Mstep: Class 7 contains 8198 members 
Mstep: Class 8 contains 227768 members 
Mstep: Class 9 contains 95732 members 
Mstep: Class 10 contains 12589 members 
Mstep: Class 11 contains 9168 members 
Mstep: Class 12 contains 7975 members 
Mstep: Class 13 contains 12981 members 
Mstep: Class 14 contains 306386 members 
Mstep: Class 15 contains 218330 members 
Mstep: Class 16 contains 11178 members 
Mstep: Class 17 contains 12508 members 
Mstep: Class 18 contains 17709 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 65521 members 
Mstep: Class 21 contains 128426 members 
Mstep: Class 22 contains 3674 members 
Mstep: Class 23 contains 15591 members 
Mstep: Class 24 contains 228335 members 
Mstep: Class 25 contains 12672 members 
Mstep: Class 26 contains 9702 members 
Mstep: Class 27 contains 16325 members 
Mstep: Class 28 contains 7045 members 
Mstep: Class 29 contains 10563 members 
Mstep: Class 30 contains 6977 members 
Mstep: Class 31 contains 34109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695584.000000 Penalty: 110165.539062
Iteration 110Q: 32 clusters Score -1.576956e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 11974 members 
Mstep: Class 3 contains 23188 members 
Mstep: Class 4 contains 12470 members 
Mstep: Class 5 contains 15527 members 
Mstep: Class 6 contains 103094 members 
Mstep: Class 7 contains 8198 members 
Mstep: Class 8 contains 227624 members 
Mstep: Class 9 contains 95774 members 
Mstep: Class 10 contains 12597 members 
Mstep: Class 11 contains 9163 members 
Mstep: Class 12 contains 7975 members 
Mstep: Class 13 contains 12981 members 
Mstep: Class 14 contains 306364 members 
Mstep: Class 15 contains 218295 members 
Mstep: Class 16 contains 11157 members 
Mstep: Class 17 contains 12518 members 
Mstep: Class 18 contains 17689 members 
Mstep: Class 19 contains 8587 members 
Mstep: Class 20 contains 65506 members 
Mstep: Class 21 contains 128401 members 
Mstep: Class 22 contains 3674 members 
Mstep: Class 23 contains 15600 members 
Mstep: Class 24 contains 228330 members 
Mstep: Class 25 contains 12705 members 
Mstep: Class 26 contains 9697 members 
Mstep: Class 27 contains 16314 members 
Mstep: Class 28 contains 7016 members 
Mstep: Class 29 contains 10629 members 
Mstep: Class 30 contains 6992 members 
Mstep: Class 31 contains 34146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695824.000000 Penalty: 110165.539062
Iteration 111Q: 32 clusters Score -1.576958e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 11963 members 
Mstep: Class 3 contains 23170 members 
Mstep: Class 4 contains 12571 members 
Mstep: Class 5 contains 15507 members 
Mstep: Class 6 contains 103037 members 
Mstep: Class 7 contains 8199 members 
Mstep: Class 8 contains 227493 members 
Mstep: Class 9 contains 95822 members 
Mstep: Class 10 contains 12605 members 
Mstep: Class 11 contains 9160 members 
Mstep: Class 12 contains 7977 members 
Mstep: Class 13 contains 12981 members 
Mstep: Class 14 contains 306337 members 
Mstep: Class 15 contains 218261 members 
Mstep: Class 16 contains 11132 members 
Mstep: Class 17 contains 12531 members 
Mstep: Class 18 contains 17668 members 
Mstep: Class 19 contains 8538 members 
Mstep: Class 20 contains 65486 members 
Mstep: Class 21 contains 128395 members 
Mstep: Class 22 contains 3682 members 
Mstep: Class 23 contains 15606 members 
Mstep: Class 24 contains 228311 members 
Mstep: Class 25 contains 12730 members 
Mstep: Class 26 contains 9688 members 
Mstep: Class 27 contains 16306 members 
Mstep: Class 28 contains 6982 members 
Mstep: Class 29 contains 10677 members 
Mstep: Class 30 contains 7006 members 
Mstep: Class 31 contains 34188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696000.000000 Penalty: 110165.539062
Iteration 112Q: 32 clusters Score -1.57696e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 11949 members 
Mstep: Class 3 contains 23142 members 
Mstep: Class 4 contains 12648 members 
Mstep: Class 5 contains 15495 members 
Mstep: Class 6 contains 102979 members 
Mstep: Class 7 contains 8201 members 
Mstep: Class 8 contains 227367 members 
Mstep: Class 9 contains 95861 members 
Mstep: Class 10 contains 12617 members 
Mstep: Class 11 contains 9152 members 
Mstep: Class 12 contains 7979 members 
Mstep: Class 13 contains 12983 members 
Mstep: Class 14 contains 306319 members 
Mstep: Class 15 contains 218235 members 
Mstep: Class 16 contains 11103 members 
Mstep: Class 17 contains 12539 members 
Mstep: Class 18 contains 17655 members 
Mstep: Class 19 contains 8503 members 
Mstep: Class 20 contains 65483 members 
Mstep: Class 21 contains 128393 members 
Mstep: Class 22 contains 3688 members 
Mstep: Class 23 contains 15615 members 
Mstep: Class 24 contains 228295 members 
Mstep: Class 25 contains 12759 members 
Mstep: Class 26 contains 9681 members 
Mstep: Class 27 contains 16291 members 
Mstep: Class 28 contains 6958 members 
Mstep: Class 29 contains 10717 members 
Mstep: Class 30 contains 7021 members 
Mstep: Class 31 contains 34219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696144.000000 Penalty: 110165.539062
Iteration 113Q: 32 clusters Score -1.576961e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 11930 members 
Mstep: Class 3 contains 23106 members 
Mstep: Class 4 contains 12714 members 
Mstep: Class 5 contains 15484 members 
Mstep: Class 6 contains 102925 members 
Mstep: Class 7 contains 8196 members 
Mstep: Class 8 contains 227252 members 
Mstep: Class 9 contains 95896 members 
Mstep: Class 10 contains 12617 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 7984 members 
Mstep: Class 13 contains 12988 members 
Mstep: Class 14 contains 306293 members 
Mstep: Class 15 contains 218207 members 
Mstep: Class 16 contains 11088 members 
Mstep: Class 17 contains 12559 members 
Mstep: Class 18 contains 17643 members 
Mstep: Class 19 contains 8458 members 
Mstep: Class 20 contains 65471 members 
Mstep: Class 21 contains 128408 members 
Mstep: Class 22 contains 3692 members 
Mstep: Class 23 contains 15614 members 
Mstep: Class 24 contains 228281 members 
Mstep: Class 25 contains 12796 members 
Mstep: Class 26 contains 9690 members 
Mstep: Class 27 contains 16272 members 
Mstep: Class 28 contains 6931 members 
Mstep: Class 29 contains 10757 members 
Mstep: Class 30 contains 7032 members 
Mstep: Class 31 contains 34238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696496.000000 Penalty: 110165.539062
Iteration 114Q: 32 clusters Score -1.576965e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 23058 members 
Mstep: Class 4 contains 12796 members 
Mstep: Class 5 contains 15469 members 
Mstep: Class 6 contains 102881 members 
Mstep: Class 7 contains 8195 members 
Mstep: Class 8 contains 227139 members 
Mstep: Class 9 contains 95939 members 
Mstep: Class 10 contains 12617 members 
Mstep: Class 11 contains 9142 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 12992 members 
Mstep: Class 14 contains 306283 members 
Mstep: Class 15 contains 218166 members 
Mstep: Class 16 contains 11082 members 
Mstep: Class 17 contains 12571 members 
Mstep: Class 18 contains 17641 members 
Mstep: Class 19 contains 8405 members 
Mstep: Class 20 contains 65462 members 
Mstep: Class 21 contains 128419 members 
Mstep: Class 22 contains 3694 members 
Mstep: Class 23 contains 15612 members 
Mstep: Class 24 contains 228262 members 
Mstep: Class 25 contains 12829 members 
Mstep: Class 26 contains 9687 members 
Mstep: Class 27 contains 16269 members 
Mstep: Class 28 contains 6905 members 
Mstep: Class 29 contains 10778 members 
Mstep: Class 30 contains 7043 members 
Mstep: Class 31 contains 34256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696864.000000 Penalty: 110165.539062
Iteration 115Q: 32 clusters Score -1.576969e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 11893 members 
Mstep: Class 3 contains 23020 members 
Mstep: Class 4 contains 12871 members 
Mstep: Class 5 contains 15459 members 
Mstep: Class 6 contains 102837 members 
Mstep: Class 7 contains 8197 members 
Mstep: Class 8 contains 227030 members 
Mstep: Class 9 contains 95970 members 
Mstep: Class 10 contains 12618 members 
Mstep: Class 11 contains 9135 members 
Mstep: Class 12 contains 7986 members 
Mstep: Class 13 contains 12992 members 
Mstep: Class 14 contains 306283 members 
Mstep: Class 15 contains 218129 members 
Mstep: Class 16 contains 11077 members 
Mstep: Class 17 contains 12599 members 
Mstep: Class 18 contains 17632 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 65452 members 
Mstep: Class 21 contains 128422 members 
Mstep: Class 22 contains 3692 members 
Mstep: Class 23 contains 15617 members 
Mstep: Class 24 contains 228248 members 
Mstep: Class 25 contains 12852 members 
Mstep: Class 26 contains 9685 members 
Mstep: Class 27 contains 16269 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 10784 members 
Mstep: Class 30 contains 7052 members 
Mstep: Class 31 contains 34290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696832.000000 Penalty: 110165.539062
Iteration 116Q: 32 clusters Score -1.576968e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 11887 members 
Mstep: Class 3 contains 22994 members 
Mstep: Class 4 contains 12925 members 
Mstep: Class 5 contains 15458 members 
Mstep: Class 6 contains 102800 members 
Mstep: Class 7 contains 8199 members 
Mstep: Class 8 contains 226927 members 
Mstep: Class 9 contains 95996 members 
Mstep: Class 10 contains 12617 members 
Mstep: Class 11 contains 9132 members 
Mstep: Class 12 contains 7984 members 
Mstep: Class 13 contains 13003 members 
Mstep: Class 14 contains 306269 members 
Mstep: Class 15 contains 218091 members 
Mstep: Class 16 contains 11068 members 
Mstep: Class 17 contains 12632 members 
Mstep: Class 18 contains 17629 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 65447 members 
Mstep: Class 21 contains 128399 members 
Mstep: Class 22 contains 3695 members 
Mstep: Class 23 contains 15623 members 
Mstep: Class 24 contains 228246 members 
Mstep: Class 25 contains 12877 members 
Mstep: Class 26 contains 9688 members 
Mstep: Class 27 contains 16272 members 
Mstep: Class 28 contains 6827 members 
Mstep: Class 29 contains 10794 members 
Mstep: Class 30 contains 7064 members 
Mstep: Class 31 contains 34332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697152.000000 Penalty: 110165.539062
Iteration 117Q: 32 clusters Score -1.576972e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 11880 members 
Mstep: Class 3 contains 22971 members 
Mstep: Class 4 contains 12978 members 
Mstep: Class 5 contains 15448 members 
Mstep: Class 6 contains 102777 members 
Mstep: Class 7 contains 8200 members 
Mstep: Class 8 contains 226826 members 
Mstep: Class 9 contains 96041 members 
Mstep: Class 10 contains 12620 members 
Mstep: Class 11 contains 9126 members 
Mstep: Class 12 contains 7985 members 
Mstep: Class 13 contains 13013 members 
Mstep: Class 14 contains 306254 members 
Mstep: Class 15 contains 218063 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 12662 members 
Mstep: Class 18 contains 17626 members 
Mstep: Class 19 contains 8224 members 
Mstep: Class 20 contains 65441 members 
Mstep: Class 21 contains 128396 members 
Mstep: Class 22 contains 3699 members 
Mstep: Class 23 contains 15626 members 
Mstep: Class 24 contains 228240 members 
Mstep: Class 25 contains 12904 members 
Mstep: Class 26 contains 9682 members 
Mstep: Class 27 contains 16271 members 
Mstep: Class 28 contains 6794 members 
Mstep: Class 29 contains 10805 members 
Mstep: Class 30 contains 7075 members 
Mstep: Class 31 contains 34345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697072.000000 Penalty: 110165.539062
Iteration 118Q: 32 clusters Score -1.576971e+08 nChanged 841
Entering ConstructFrom: 
Score: -157697072.000000 Penalty: 110165.539062
Entering ConstructFrom: 
Trying to split cluster 1 (19069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Entering Unmasked Estep 
Score: -1685088.500000 Penalty: 2444.243164
	Iteration 0F: 2 clusters Score -1685088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1671670.375000 Penalty: 4888.486328
	Iteration 0F: 3 clusters Score -1671670 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1676419.750000 Penalty: 4888.486328
	Iteration 1F: 3 clusters Score -1676420 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1677066.750000 Penalty: 4888.486328
	Iteration 2F: 3 clusters Score -1677067 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1677836.750000 Penalty: 4888.486328
	Iteration 3F: 3 clusters Score -1677837 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1678673.000000 Penalty: 4888.486328
	Iteration 4F: 3 clusters Score -1678673 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1679479.500000 Penalty: 4888.486328
	Iteration 5F: 3 clusters Score -1679480 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1680185.125000 Penalty: 4888.486328
	Iteration 6F: 3 clusters Score -1680185 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1680708.000000 Penalty: 4888.486328
	Iteration 7Q: 3 clusters Score -1680708 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1681060.875000 Penalty: 4888.486328
	Iteration 8Q: 3 clusters Score -1681061 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1681289.000000 Penalty: 4888.486328
	Iteration 9Q: 3 clusters Score -1681289 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1681465.500000 Penalty: 4888.486328
	Iteration 10Q: 3 clusters Score -1681466 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1681627.750000 Penalty: 4888.486328
	Iteration 11Q: 3 clusters Score -1681628 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1681757.125000 Penalty: 4888.486328
	Iteration 12Q: 3 clusters Score -1681757 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1681905.750000 Penalty: 4888.486328
	Iteration 13Q: 3 clusters Score -1681906 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1682033.125000 Penalty: 4888.486328
	Iteration 14Q: 3 clusters Score -1682033 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1682165.875000 Penalty: 4888.486328
	Iteration 15Q: 3 clusters Score -1682166 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1682309.250000 Penalty: 4888.486328
	Iteration 16Q: 3 clusters Score -1682309 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1682462.500000 Penalty: 4888.486328
	Iteration 17Q: 3 clusters Score -1682462 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1682589.125000 Penalty: 4888.486328
	Iteration 18Q: 3 clusters Score -1682589 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1682691.375000 Penalty: 4888.486328
	Iteration 19Q: 3 clusters Score -1682691 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1682770.125000 Penalty: 4888.486328
	Iteration 20F: 3 clusters Score -1682770 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1682842.375000 Penalty: 4888.486328
	Iteration 21Q: 3 clusters Score -1682842 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1682915.000000 Penalty: 4888.486328
	Iteration 22Q: 3 clusters Score -1682915 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1682974.000000 Penalty: 4888.486328
	Iteration 23Q: 3 clusters Score -1682974 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1683034.625000 Penalty: 4888.486328
	Iteration 24Q: 3 clusters Score -1683035 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1683072.625000 Penalty: 4888.486328
	Iteration 25Q: 3 clusters Score -1683073 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1683099.750000 Penalty: 4888.486328
	Iteration 26Q: 3 clusters Score -1683100 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1683131.625000 Penalty: 4888.486328
	Iteration 27Q: 3 clusters Score -1683132 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1683154.000000 Penalty: 4888.486328
	Iteration 28Q: 3 clusters Score -1683154 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1683173.750000 Penalty: 4888.486328
	Iteration 29Q: 3 clusters Score -1683174 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1683200.500000 Penalty: 4888.486328
	Iteration 30Q: 3 clusters Score -1683200 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1683223.375000 Penalty: 4888.486328
	Iteration 31Q: 3 clusters Score -1683223 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1683241.375000 Penalty: 4888.486328
	Iteration 32Q: 3 clusters Score -1683241 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1683249.125000 Penalty: 4888.486328
	Iteration 33Q: 3 clusters Score -1683249 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1683260.375000 Penalty: 4888.486328
	Iteration 34Q: 3 clusters Score -1683260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1683267.875000 Penalty: 4888.486328
	Iteration 35Q: 3 clusters Score -1683268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1683274.875000 Penalty: 4888.486328
	Iteration 36Q: 3 clusters Score -1683275 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1683284.875000 Penalty: 4888.486328
	Iteration 37Q: 3 clusters Score -1683285 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1683282.750000 Penalty: 4888.486328
	Iteration 38Q: 3 clusters Score -1683283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1683288.625000 Penalty: 4888.486328
	Iteration 39Q: 3 clusters Score -1683289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1683296.000000 Penalty: 4888.486328
	Iteration 40F: 3 clusters Score -1683296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1683295.625000 Penalty: 4888.486328
	Iteration 41Q: 3 clusters Score -1683296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1683298.375000 Penalty: 4888.486328
	Iteration 42Q: 3 clusters Score -1683298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1683307.000000 Penalty: 4888.486328
	Iteration 43Q: 3 clusters Score -1683307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1683311.750000 Penalty: 4888.486328
	Iteration 44Q: 3 clusters Score -1683312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1683314.875000 Penalty: 4888.486328
	Iteration 45Q: 3 clusters Score -1683315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1683322.500000 Penalty: 4888.486328
	Iteration 46Q: 3 clusters Score -1683322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1683321.250000 Penalty: 4888.486328
	Iteration 47Q: 3 clusters Score -1683321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1683320.625000 Penalty: 4888.486328
	Iteration 48Q: 3 clusters Score -1683321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1683320.500000 Penalty: 4888.486328
	Iteration 49Q: 3 clusters Score -1683320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1683322.000000 Penalty: 4888.486328
	Iteration 50Q: 3 clusters Score -1683322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1683323.000000 Penalty: 4888.486328
	Iteration 51Q: 3 clusters Score -1683323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1683322.250000 Penalty: 4888.486328
	Iteration 52Q: 3 clusters Score -1683322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1683325.125000 Penalty: 4888.486328
	Iteration 53Q: 3 clusters Score -1683325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1683326.250000 Penalty: 4888.486328
	Iteration 54Q: 3 clusters Score -1683326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1683327.750000 Penalty: 4888.486328
	Iteration 55Q: 3 clusters Score -1683328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1683329.875000 Penalty: 4888.486328
	Iteration 56Q: 3 clusters Score -1683330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1683330.625000 Penalty: 4888.486328
	Iteration 57Q: 3 clusters Score -1683331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1683330.625000 Penalty: 4888.486328
	Iteration 58F: 3 clusters Score -1683331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Entering Unmasked Estep 
Score: -1113615.000000 Penalty: 2326.762451
	Iteration 0F: 2 clusters Score -1113615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1104810.875000 Penalty: 4653.524902
	Iteration 0F: 3 clusters Score -1104811 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1107429.125000 Penalty: 4653.524902
	Iteration 1F: 3 clusters Score -1107429 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1107878.750000 Penalty: 4653.524902
	Iteration 2F: 3 clusters Score -1107879 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1108401.375000 Penalty: 4653.524902
	Iteration 3F: 3 clusters Score -1108401 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1109148.250000 Penalty: 4653.524902
	Iteration 4F: 3 clusters Score -1109148 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1110115.125000 Penalty: 4653.524902
	Iteration 5F: 3 clusters Score -1110115 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1111096.250000 Penalty: 4653.524902
	Iteration 6F: 3 clusters Score -1111096 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1111858.625000 Penalty: 4653.524902
	Iteration 7F: 3 clusters Score -1111859 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1112322.750000 Penalty: 4653.524902
	Iteration 8Q: 3 clusters Score -1112323 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1112566.125000 Penalty: 4653.524902
	Iteration 9Q: 3 clusters Score -1112566 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1112689.500000 Penalty: 4653.524902
	Iteration 10Q: 3 clusters Score -1112690 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1112748.125000 Penalty: 4653.524902
	Iteration 11Q: 3 clusters Score -1112748 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1112778.375000 Penalty: 4653.524902
	Iteration 12Q: 3 clusters Score -1112778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1112793.500000 Penalty: 4653.524902
	Iteration 13Q: 3 clusters Score -1112794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1112801.750000 Penalty: 4653.524902
	Iteration 14Q: 3 clusters Score -1112802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1112806.875000 Penalty: 4653.524902
	Iteration 15Q: 3 clusters Score -1112807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1112812.875000 Penalty: 4653.524902
	Iteration 16Q: 3 clusters Score -1112813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1112815.375000 Penalty: 4653.524902
	Iteration 17Q: 3 clusters Score -1112815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1112818.500000 Penalty: 4653.524902
	Iteration 18Q: 3 clusters Score -1112818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1112819.375000 Penalty: 4653.524902
	Iteration 19Q: 3 clusters Score -1112819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1112820.125000 Penalty: 4653.524902
	Iteration 20F: 3 clusters Score -1112820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1112820.250000 Penalty: 4653.524902
	Iteration 21Q: 3 clusters Score -1112820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1112819.750000 Penalty: 4653.524902
	Iteration 22Q: 3 clusters Score -1112820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1112820.000000 Penalty: 4653.524902
	Iteration 23Q: 3 clusters Score -1112820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1112821.375000 Penalty: 4653.524902
	Iteration 24Q: 3 clusters Score -1112821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1112823.000000 Penalty: 4653.524902
	Iteration 25Q: 3 clusters Score -1112823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1112822.500000 Penalty: 4653.524902
	Iteration 26Q: 3 clusters Score -1112822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1112822.500000 Penalty: 4653.524902
	Iteration 27F: 3 clusters Score -1112822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Entering Unmasked Estep 
Score: -2219178.000000 Penalty: 2490.250977
	Iteration 0F: 2 clusters Score -2219178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2203229.250000 Penalty: 4980.501953
	Iteration 0F: 3 clusters Score -2203229 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2208630.250000 Penalty: 4980.501953
	Iteration 1F: 3 clusters Score -2208630 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2209072.000000 Penalty: 4980.501953
	Iteration 2F: 3 clusters Score -2209072 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2209432.250000 Penalty: 4980.501953
	Iteration 3Q: 3 clusters Score -2209432 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2209723.250000 Penalty: 4980.501953
	Iteration 4Q: 3 clusters Score -2209723 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2209975.250000 Penalty: 4980.501953
	Iteration 5Q: 3 clusters Score -2209975 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2210238.750000 Penalty: 4980.501953
	Iteration 6Q: 3 clusters Score -2210239 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2210530.250000 Penalty: 4980.501953
	Iteration 7Q: 3 clusters Score -2210530 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2210873.500000 Penalty: 4980.501953
	Iteration 8Q: 3 clusters Score -2210874 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2211269.500000 Penalty: 4980.501953
	Iteration 9Q: 3 clusters Score -2211270 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2211734.250000 Penalty: 4980.501953
	Iteration 10Q: 3 clusters Score -2211734 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2212250.500000 Penalty: 4980.501953
	Iteration 11Q: 3 clusters Score -2212250 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2212780.500000 Penalty: 4980.501953
	Iteration 12Q: 3 clusters Score -2212780 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2213352.500000 Penalty: 4980.501953
	Iteration 13Q: 3 clusters Score -2213352 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2213870.250000 Penalty: 4980.501953
	Iteration 14Q: 3 clusters Score -2213870 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2214344.250000 Penalty: 4980.501953
	Iteration 15Q: 3 clusters Score -2214344 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2214668.000000 Penalty: 4980.501953
	Iteration 16Q: 3 clusters Score -2214668 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2214903.500000 Penalty: 4980.501953
	Iteration 17Q: 3 clusters Score -2214904 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2215119.000000 Penalty: 4980.501953
	Iteration 18Q: 3 clusters Score -2215119 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2215331.500000 Penalty: 4980.501953
	Iteration 19Q: 3 clusters Score -2215332 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2215570.500000 Penalty: 4980.501953
	Iteration 20F: 3 clusters Score -2215570 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2215812.750000 Penalty: 4980.501953
	Iteration 21Q: 3 clusters Score -2215813 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2216060.000000 Penalty: 4980.501953
	Iteration 22Q: 3 clusters Score -2216060 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2216312.500000 Penalty: 4980.501953
	Iteration 23Q: 3 clusters Score -2216312 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2216624.750000 Penalty: 4980.501953
	Iteration 24Q: 3 clusters Score -2216625 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2216914.250000 Penalty: 4980.501953
	Iteration 25Q: 3 clusters Score -2216914 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2217178.250000 Penalty: 4980.501953
	Iteration 26Q: 3 clusters Score -2217178 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2217388.750000 Penalty: 4980.501953
	Iteration 27Q: 3 clusters Score -2217389 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2217567.750000 Penalty: 4980.501953
	Iteration 28Q: 3 clusters Score -2217568 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2217696.000000 Penalty: 4980.501953
	Iteration 29Q: 3 clusters Score -2217696 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2217803.500000 Penalty: 4980.501953
	Iteration 30Q: 3 clusters Score -2217804 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2217866.750000 Penalty: 4980.501953
	Iteration 31Q: 3 clusters Score -2217867 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2217921.750000 Penalty: 4980.501953
	Iteration 32Q: 3 clusters Score -2217922 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2217973.000000 Penalty: 4980.501953
	Iteration 33Q: 3 clusters Score -2217973 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2218006.000000 Penalty: 4980.501953
	Iteration 34Q: 3 clusters Score -2218006 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2218049.000000 Penalty: 4980.501953
	Iteration 35Q: 3 clusters Score -2218049 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2218069.000000 Penalty: 4980.501953
	Iteration 36Q: 3 clusters Score -2218069 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2218092.500000 Penalty: 4980.501953
	Iteration 37Q: 3 clusters Score -2218092 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2218121.750000 Penalty: 4980.501953
	Iteration 38Q: 3 clusters Score -2218122 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2218143.000000 Penalty: 4980.501953
	Iteration 39Q: 3 clusters Score -2218143 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2218189.000000 Penalty: 4980.501953
	Iteration 40F: 3 clusters Score -2218189 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2218213.000000 Penalty: 4980.501953
	Iteration 41Q: 3 clusters Score -2218213 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2218254.750000 Penalty: 4980.501953
	Iteration 42Q: 3 clusters Score -2218255 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2218297.750000 Penalty: 4980.501953
	Iteration 43Q: 3 clusters Score -2218298 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2218326.750000 Penalty: 4980.501953
	Iteration 44Q: 3 clusters Score -2218327 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2218358.500000 Penalty: 4980.501953
	Iteration 45Q: 3 clusters Score -2218358 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2218383.500000 Penalty: 4980.501953
	Iteration 46Q: 3 clusters Score -2218384 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2218408.250000 Penalty: 4980.501953
	Iteration 47Q: 3 clusters Score -2218408 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2218431.250000 Penalty: 4980.501953
	Iteration 48Q: 3 clusters Score -2218431 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2218454.750000 Penalty: 4980.501953
	Iteration 49Q: 3 clusters Score -2218455 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2218475.000000 Penalty: 4980.501953
	Iteration 50Q: 3 clusters Score -2218475 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2218488.500000 Penalty: 4980.501953
	Iteration 51Q: 3 clusters Score -2218488 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2218490.000000 Penalty: 4980.501953
	Iteration 52Q: 3 clusters Score -2218490 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2218497.750000 Penalty: 4980.501953
	Iteration 53Q: 3 clusters Score -2218498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2218502.000000 Penalty: 4980.501953
	Iteration 54Q: 3 clusters Score -2218502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2218508.500000 Penalty: 4980.501953
	Iteration 55Q: 3 clusters Score -2218508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2218511.750000 Penalty: 4980.501953
	Iteration 56Q: 3 clusters Score -2218512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2218513.750000 Penalty: 4980.501953
	Iteration 57Q: 3 clusters Score -2218514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2218516.750000 Penalty: 4980.501953
	Iteration 58Q: 3 clusters Score -2218517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2218517.250000 Penalty: 4980.501953
	Iteration 59Q: 3 clusters Score -2218517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2218519.250000 Penalty: 4980.501953
	Iteration 60F: 3 clusters Score -2218519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2218521.000000 Penalty: 4980.501953
	Iteration 61Q: 3 clusters Score -2218521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2218523.250000 Penalty: 4980.501953
	Iteration 62Q: 3 clusters Score -2218523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2218518.250000 Penalty: 4980.501953
	Iteration 63Q: 3 clusters Score -2218518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2218518.250000 Penalty: 4980.501953
	Iteration 64Q: 3 clusters Score -2218518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2218520.500000 Penalty: 4980.501953
	Iteration 65Q: 3 clusters Score -2218520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2218522.250000 Penalty: 4980.501953
	Iteration 66Q: 3 clusters Score -2218522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2218523.250000 Penalty: 4980.501953
	Iteration 67Q: 3 clusters Score -2218523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2218526.000000 Penalty: 4980.501953
	Iteration 68Q: 3 clusters Score -2218526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2218527.500000 Penalty: 4980.501953
	Iteration 69Q: 3 clusters Score -2218528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2218532.000000 Penalty: 4980.501953
	Iteration 70Q: 3 clusters Score -2218532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2218530.000000 Penalty: 4980.501953
	Iteration 71Q: 3 clusters Score -2218530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2218529.500000 Penalty: 4980.501953
	Iteration 72Q: 3 clusters Score -2218530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2218532.500000 Penalty: 4980.501953
	Iteration 73Q: 3 clusters Score -2218532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2218526.250000 Penalty: 4980.501953
	Iteration 74Q: 3 clusters Score -2218526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2218529.250000 Penalty: 4980.501953
	Iteration 75Q: 3 clusters Score -2218529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2218523.250000 Penalty: 4980.501953
	Iteration 76Q: 3 clusters Score -2218523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2218527.250000 Penalty: 4980.501953
	Iteration 77Q: 3 clusters Score -2218527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2218525.250000 Penalty: 4980.501953
	Iteration 78Q: 3 clusters Score -2218525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2218523.500000 Penalty: 4980.501953
	Iteration 79Q: 3 clusters Score -2218524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2218523.750000 Penalty: 4980.501953
	Iteration 80F: 3 clusters Score -2218524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Entering Unmasked Estep 
Score: -1091399.875000 Penalty: 2349.650146
	Iteration 0F: 2 clusters Score -1091400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1081936.250000 Penalty: 4699.300293
	Iteration 0F: 3 clusters Score -1081936 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1085997.750000 Penalty: 4699.300293
	Iteration 1F: 3 clusters Score -1085998 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1087743.625000 Penalty: 4699.300293
	Iteration 2F: 3 clusters Score -1087744 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1089146.000000 Penalty: 4699.300293
	Iteration 3F: 3 clusters Score -1089146 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1090126.250000 Penalty: 4699.300293
	Iteration 4F: 3 clusters Score -1090126 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1090797.875000 Penalty: 4699.300293
	Iteration 5F: 3 clusters Score -1090798 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1091200.000000 Penalty: 4699.300293
	Iteration 6Q: 3 clusters Score -1091200 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1091441.625000 Penalty: 4699.300293
	Iteration 7Q: 3 clusters Score -1091442 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1091615.125000 Penalty: 4699.300293
	Iteration 8Q: 3 clusters Score -1091615 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1091707.875000 Penalty: 4699.300293
	Iteration 9Q: 3 clusters Score -1091708 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1091755.125000 Penalty: 4699.300293
	Iteration 10Q: 3 clusters Score -1091755 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1091778.500000 Penalty: 4699.300293
	Iteration 11Q: 3 clusters Score -1091778 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1091799.500000 Penalty: 4699.300293
	Iteration 12Q: 3 clusters Score -1091800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1091808.750000 Penalty: 4699.300293
	Iteration 13Q: 3 clusters Score -1091809 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1091820.500000 Penalty: 4699.300293
	Iteration 14Q: 3 clusters Score -1091820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1091836.000000 Penalty: 4699.300293
	Iteration 15Q: 3 clusters Score -1091836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1091840.250000 Penalty: 4699.300293
	Iteration 16Q: 3 clusters Score -1091840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1091844.625000 Penalty: 4699.300293
	Iteration 17Q: 3 clusters Score -1091845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1091853.875000 Penalty: 4699.300293
	Iteration 18Q: 3 clusters Score -1091854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1091857.375000 Penalty: 4699.300293
	Iteration 19Q: 3 clusters Score -1091857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1091863.375000 Penalty: 4699.300293
	Iteration 20F: 3 clusters Score -1091863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1091870.000000 Penalty: 4699.300293
	Iteration 21Q: 3 clusters Score -1091870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1091871.000000 Penalty: 4699.300293
	Iteration 22Q: 3 clusters Score -1091871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1091879.500000 Penalty: 4699.300293
	Iteration 23Q: 3 clusters Score -1091880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1091883.625000 Penalty: 4699.300293
	Iteration 24Q: 3 clusters Score -1091884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1091888.250000 Penalty: 4699.300293
	Iteration 25Q: 3 clusters Score -1091888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1091888.250000 Penalty: 4699.300293
	Iteration 26Q: 3 clusters Score -1091888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1091891.000000 Penalty: 4699.300293
	Iteration 27Q: 3 clusters Score -1091891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1091901.750000 Penalty: 4699.300293
	Iteration 28Q: 3 clusters Score -1091902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1091903.250000 Penalty: 4699.300293
	Iteration 29Q: 3 clusters Score -1091903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1091905.875000 Penalty: 4699.300293
	Iteration 30Q: 3 clusters Score -1091906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1091914.500000 Penalty: 4699.300293
	Iteration 31Q: 3 clusters Score -1091914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1091915.750000 Penalty: 4699.300293
	Iteration 32Q: 3 clusters Score -1091916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1091920.125000 Penalty: 4699.300293
	Iteration 33Q: 3 clusters Score -1091920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1091923.375000 Penalty: 4699.300293
	Iteration 34Q: 3 clusters Score -1091923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1091930.250000 Penalty: 4699.300293
	Iteration 35Q: 3 clusters Score -1091930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1091933.625000 Penalty: 4699.300293
	Iteration 36Q: 3 clusters Score -1091934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1091946.875000 Penalty: 4699.300293
	Iteration 37Q: 3 clusters Score -1091947 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1091961.000000 Penalty: 4699.300293
	Iteration 38Q: 3 clusters Score -1091961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1091977.375000 Penalty: 4699.300293
	Iteration 39Q: 3 clusters Score -1091977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1091999.000000 Penalty: 4699.300293
	Iteration 40F: 3 clusters Score -1091999 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1092043.625000 Penalty: 4699.300293
	Iteration 41Q: 3 clusters Score -1092044 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1092094.625000 Penalty: 4699.300293
	Iteration 42Q: 3 clusters Score -1092095 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1092146.750000 Penalty: 4699.300293
	Iteration 43Q: 3 clusters Score -1092147 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1092202.625000 Penalty: 4699.300293
	Iteration 44Q: 3 clusters Score -1092203 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1092265.250000 Penalty: 4699.300293
	Iteration 45Q: 3 clusters Score -1092265 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1092324.375000 Penalty: 4699.300293
	Iteration 46Q: 3 clusters Score -1092324 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1092368.875000 Penalty: 4699.300293
	Iteration 47Q: 3 clusters Score -1092369 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1092410.000000 Penalty: 4699.300293
	Iteration 48Q: 3 clusters Score -1092410 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1092436.750000 Penalty: 4699.300293
	Iteration 49Q: 3 clusters Score -1092437 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1092477.000000 Penalty: 4699.300293
	Iteration 50Q: 3 clusters Score -1092477 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1092514.625000 Penalty: 4699.300293
	Iteration 51Q: 3 clusters Score -1092515 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1092542.375000 Penalty: 4699.300293
	Iteration 52Q: 3 clusters Score -1092542 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1092568.000000 Penalty: 4699.300293
	Iteration 53Q: 3 clusters Score -1092568 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1092589.500000 Penalty: 4699.300293
	Iteration 54Q: 3 clusters Score -1092590 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1092609.000000 Penalty: 4699.300293
	Iteration 55Q: 3 clusters Score -1092609 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1092625.125000 Penalty: 4699.300293
	Iteration 56Q: 3 clusters Score -1092625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1092635.000000 Penalty: 4699.300293
	Iteration 57Q: 3 clusters Score -1092635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1092638.250000 Penalty: 4699.300293
	Iteration 58Q: 3 clusters Score -1092638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1092640.750000 Penalty: 4699.300293
	Iteration 59Q: 3 clusters Score -1092641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1092646.750000 Penalty: 4699.300293
	Iteration 60F: 3 clusters Score -1092647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1092648.500000 Penalty: 4699.300293
	Iteration 61Q: 3 clusters Score -1092648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1092647.250000 Penalty: 4699.300293
	Iteration 62Q: 3 clusters Score -1092647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1092651.500000 Penalty: 4699.300293
	Iteration 63Q: 3 clusters Score -1092652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1092652.250000 Penalty: 4699.300293
	Iteration 64Q: 3 clusters Score -1092652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1092653.125000 Penalty: 4699.300293
	Iteration 65Q: 3 clusters Score -1092653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1092653.375000 Penalty: 4699.300293
	Iteration 66Q: 3 clusters Score -1092653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1092654.750000 Penalty: 4699.300293
	Iteration 67Q: 3 clusters Score -1092655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1092654.375000 Penalty: 4699.300293
	Iteration 68Q: 3 clusters Score -1092654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1092652.750000 Penalty: 4699.300293
	Iteration 69Q: 3 clusters Score -1092653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1092652.750000 Penalty: 4699.300293
	Iteration 70F: 3 clusters Score -1092653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 11874 members 
Mstep: Class 3 contains 22956 members 
Mstep: Class 4 contains 8387 members 
Mstep: Class 5 contains 15438 members 
Mstep: Class 6 contains 102760 members 
Mstep: Class 7 contains 8204 members 
Mstep: Class 8 contains 226736 members 
Mstep: Class 9 contains 96074 members 
Mstep: Class 10 contains 12618 members 
Mstep: Class 11 contains 9123 members 
Mstep: Class 12 contains 7985 members 
Mstep: Class 13 contains 13018 members 
Mstep: Class 14 contains 306248 members 
Mstep: Class 15 contains 218026 members 
Mstep: Class 16 contains 11074 members 
Mstep: Class 17 contains 12693 members 
Mstep: Class 18 contains 17623 members 
Mstep: Class 19 contains 8174 members 
Mstep: Class 20 contains 65441 members 
Mstep: Class 21 contains 128383 members 
Mstep: Class 22 contains 3704 members 
Mstep: Class 23 contains 15627 members 
Mstep: Class 24 contains 228226 members 
Mstep: Class 25 contains 12938 members 
Mstep: Class 26 contains 9676 members 
Mstep: Class 27 contains 16271 members 
Mstep: Class 28 contains 6765 members 
Mstep: Class 29 contains 10817 members 
Mstep: Class 30 contains 7080 members 
Mstep: Class 31 contains 34362 members 
Mstep: Class 32 contains 4635 members 
Entering Unmasked Estep 
Score: -157697184.000000 Penalty: 113719.265625
Splitting cluster 4 changes total score from -157697072.000000 to -157697184.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 5 (15438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Entering Unmasked Estep 
Score: -1505776.000000 Penalty: 2391.857666
	Iteration 0F: 2 clusters Score -1505776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1494625.000000 Penalty: 4783.715332
	Iteration 0F: 3 clusters Score -1494625 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1498154.750000 Penalty: 4783.715332
	Iteration 1F: 3 clusters Score -1498155 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1498506.000000 Penalty: 4783.715332
	Iteration 2F: 3 clusters Score -1498506 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1498778.625000 Penalty: 4783.715332
	Iteration 3Q: 3 clusters Score -1498779 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1498999.750000 Penalty: 4783.715332
	Iteration 4Q: 3 clusters Score -1499000 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1499200.250000 Penalty: 4783.715332
	Iteration 5Q: 3 clusters Score -1499200 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1499371.875000 Penalty: 4783.715332
	Iteration 6Q: 3 clusters Score -1499372 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1499522.750000 Penalty: 4783.715332
	Iteration 7Q: 3 clusters Score -1499523 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1499702.375000 Penalty: 4783.715332
	Iteration 8Q: 3 clusters Score -1499702 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1499927.750000 Penalty: 4783.715332
	Iteration 9Q: 3 clusters Score -1499928 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1500235.375000 Penalty: 4783.715332
	Iteration 10Q: 3 clusters Score -1500235 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1500672.000000 Penalty: 4783.715332
	Iteration 11Q: 3 clusters Score -1500672 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1501160.500000 Penalty: 4783.715332
	Iteration 12Q: 3 clusters Score -1501160 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1501687.250000 Penalty: 4783.715332
	Iteration 13Q: 3 clusters Score -1501687 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1502166.875000 Penalty: 4783.715332
	Iteration 14Q: 3 clusters Score -1502167 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1502614.375000 Penalty: 4783.715332
	Iteration 15Q: 3 clusters Score -1502614 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1502964.750000 Penalty: 4783.715332
	Iteration 16Q: 3 clusters Score -1502965 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1503197.500000 Penalty: 4783.715332
	Iteration 17Q: 3 clusters Score -1503198 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1503353.750000 Penalty: 4783.715332
	Iteration 18Q: 3 clusters Score -1503354 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1503450.000000 Penalty: 4783.715332
	Iteration 19Q: 3 clusters Score -1503450 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1503523.750000 Penalty: 4783.715332
	Iteration 20F: 3 clusters Score -1503524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1503572.000000 Penalty: 4783.715332
	Iteration 21Q: 3 clusters Score -1503572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1503607.750000 Penalty: 4783.715332
	Iteration 22Q: 3 clusters Score -1503608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1503632.250000 Penalty: 4783.715332
	Iteration 23Q: 3 clusters Score -1503632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1503656.875000 Penalty: 4783.715332
	Iteration 24Q: 3 clusters Score -1503657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1503665.875000 Penalty: 4783.715332
	Iteration 25Q: 3 clusters Score -1503666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1503674.000000 Penalty: 4783.715332
	Iteration 26Q: 3 clusters Score -1503674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1503681.500000 Penalty: 4783.715332
	Iteration 27Q: 3 clusters Score -1503682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1503685.000000 Penalty: 4783.715332
	Iteration 28Q: 3 clusters Score -1503685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1503688.750000 Penalty: 4783.715332
	Iteration 29Q: 3 clusters Score -1503689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1503694.250000 Penalty: 4783.715332
	Iteration 30Q: 3 clusters Score -1503694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1503695.750000 Penalty: 4783.715332
	Iteration 31Q: 3 clusters Score -1503696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1503697.625000 Penalty: 4783.715332
	Iteration 32Q: 3 clusters Score -1503698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1503698.250000 Penalty: 4783.715332
	Iteration 33Q: 3 clusters Score -1503698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1503701.000000 Penalty: 4783.715332
	Iteration 34Q: 3 clusters Score -1503701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1503706.375000 Penalty: 4783.715332
	Iteration 35Q: 3 clusters Score -1503706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1503702.875000 Penalty: 4783.715332
	Iteration 36Q: 3 clusters Score -1503703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1503707.000000 Penalty: 4783.715332
	Iteration 37Q: 3 clusters Score -1503707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1503708.625000 Penalty: 4783.715332
	Iteration 38Q: 3 clusters Score -1503709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1503710.750000 Penalty: 4783.715332
	Iteration 39Q: 3 clusters Score -1503711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1503712.125000 Penalty: 4783.715332
	Iteration 40F: 3 clusters Score -1503712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (102760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102760 members 
Entering Unmasked Estep 
Score: -10125281.000000 Penalty: 2861.957520
	Iteration 0F: 2 clusters Score -1.012528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -10056467.000000 Penalty: 5723.915039
	Iteration 0F: 3 clusters Score -1.005647e+07 nChanged 48434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -10084119.000000 Penalty: 5723.915039
	Iteration 1F: 3 clusters Score -1.008412e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -10085054.000000 Penalty: 5723.915039
	Iteration 2Q: 3 clusters Score -1.008505e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -10086338.000000 Penalty: 5723.915039
	Iteration 3Q: 3 clusters Score -1.008634e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 63649 members 
Entering Unmasked Estep 
Score: -10088295.000000 Penalty: 5723.915039
	Iteration 4Q: 3 clusters Score -1.00883e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 70024 members 
Entering Unmasked Estep 
Score: -10092247.000000 Penalty: 5723.915039
	Iteration 5F: 3 clusters Score -1.009225e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 78625 members 
Entering Unmasked Estep 
Score: -10099444.000000 Penalty: 5723.915039
	Iteration 6F: 3 clusters Score -1.009944e+07 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 88091 members 
Entering Unmasked Estep 
Score: -10108879.000000 Penalty: 5723.915039
	Iteration 7F: 3 clusters Score -1.010888e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 95555 members 
Entering Unmasked Estep 
Score: -10116564.000000 Penalty: 5723.915039
	Iteration 8F: 3 clusters Score -1.011656e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 99395 members 
Entering Unmasked Estep 
Score: -10120209.000000 Penalty: 5723.915039
	Iteration 9Q: 3 clusters Score -1.012021e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 101018 members 
Entering Unmasked Estep 
Score: -10121615.000000 Penalty: 5723.915039
	Iteration 10Q: 3 clusters Score -1.012162e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 101703 members 
Entering Unmasked Estep 
Score: -10122216.000000 Penalty: 5723.915039
	Iteration 11Q: 3 clusters Score -1.012222e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 102001 members 
Entering Unmasked Estep 
Score: -10122445.000000 Penalty: 5723.915039
	Iteration 12Q: 3 clusters Score -1.012244e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 102139 members 
Entering Unmasked Estep 
Score: -10122550.000000 Penalty: 5723.915039
	Iteration 13Q: 3 clusters Score -1.012255e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 102212 members 
Entering Unmasked Estep 
Score: -10122631.000000 Penalty: 5723.915039
	Iteration 14Q: 3 clusters Score -1.012263e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 102259 members 
Entering Unmasked Estep 
Score: -10122686.000000 Penalty: 5723.915039
	Iteration 15Q: 3 clusters Score -1.012269e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 102282 members 
Entering Unmasked Estep 
Score: -10122683.000000 Penalty: 5723.915039
	Iteration 16Q: 3 clusters Score -1.012268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 102292 members 
Entering Unmasked Estep 
Score: -10122696.000000 Penalty: 5723.915039
	Iteration 17Q: 3 clusters Score -1.01227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 102302 members 
Entering Unmasked Estep 
Score: -10122704.000000 Penalty: 5723.915039
	Iteration 18Q: 3 clusters Score -1.01227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 102309 members 
Entering Unmasked Estep 
Score: -10122719.000000 Penalty: 5723.915039
	Iteration 19Q: 3 clusters Score -1.012272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 102317 members 
Entering Unmasked Estep 
Score: -10122729.000000 Penalty: 5723.915039
	Iteration 20F: 3 clusters Score -1.012273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 102325 members 
Entering Unmasked Estep 
Score: -10122739.000000 Penalty: 5723.915039
	Iteration 21Q: 3 clusters Score -1.012274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 102328 members 
Entering Unmasked Estep 
Score: -10122745.000000 Penalty: 5723.915039
	Iteration 22Q: 3 clusters Score -1.012274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 102333 members 
Entering Unmasked Estep 
Score: -10122761.000000 Penalty: 5723.915039
	Iteration 23Q: 3 clusters Score -1.012276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 102345 members 
Entering Unmasked Estep 
Score: -10122785.000000 Penalty: 5723.915039
	Iteration 24Q: 3 clusters Score -1.012278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 102354 members 
Entering Unmasked Estep 
Score: -10122794.000000 Penalty: 5723.915039
	Iteration 25Q: 3 clusters Score -1.012279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 102364 members 
Entering Unmasked Estep 
Score: -10122806.000000 Penalty: 5723.915039
	Iteration 26Q: 3 clusters Score -1.012281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 102364 members 
Entering Unmasked Estep 
Score: -10122809.000000 Penalty: 5723.915039
	Iteration 27Q: 3 clusters Score -1.012281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 102368 members 
Entering Unmasked Estep 
Score: -10122815.000000 Penalty: 5723.915039
	Iteration 28Q: 3 clusters Score -1.012282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 102369 members 
Entering Unmasked Estep 
Score: -10122820.000000 Penalty: 5723.915039
	Iteration 29Q: 3 clusters Score -1.012282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 102368 members 
Entering Unmasked Estep 
Score: -10122810.000000 Penalty: 5723.915039
	Iteration 30Q: 3 clusters Score -1.012281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 102369 members 
Entering Unmasked Estep 
Score: -10122818.000000 Penalty: 5723.915039
	Iteration 31Q: 3 clusters Score -1.012282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 102369 members 
Entering Unmasked Estep 
Score: -10122818.000000 Penalty: 5723.915039
	Iteration 32F: 3 clusters Score -1.012282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Entering Unmasked Estep 
Score: -756745.500000 Penalty: 2235.069336
	Iteration 0F: 2 clusters Score -756745.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -750168.437500 Penalty: 4470.138672
	Iteration 0F: 3 clusters Score -750168.4 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -751888.312500 Penalty: 4470.138672
	Iteration 1F: 3 clusters Score -751888.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -752134.562500 Penalty: 4470.138672
	Iteration 2F: 3 clusters Score -752134.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -752287.750000 Penalty: 4470.138672
	Iteration 3Q: 3 clusters Score -752287.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -752408.875000 Penalty: 4470.138672
	Iteration 4Q: 3 clusters Score -752408.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -752511.500000 Penalty: 4470.138672
	Iteration 5Q: 3 clusters Score -752511.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -752593.812500 Penalty: 4470.138672
	Iteration 6Q: 3 clusters Score -752593.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -752661.812500 Penalty: 4470.138672
	Iteration 7Q: 3 clusters Score -752661.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -752728.125000 Penalty: 4470.138672
	Iteration 8Q: 3 clusters Score -752728.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -752797.375000 Penalty: 4470.138672
	Iteration 9Q: 3 clusters Score -752797.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -752853.062500 Penalty: 4470.138672
	Iteration 10Q: 3 clusters Score -752853.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -752907.062500 Penalty: 4470.138672
	Iteration 11Q: 3 clusters Score -752907.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -752958.250000 Penalty: 4470.138672
	Iteration 12Q: 3 clusters Score -752958.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -753010.187500 Penalty: 4470.138672
	Iteration 13Q: 3 clusters Score -753010.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -753059.312500 Penalty: 4470.138672
	Iteration 14Q: 3 clusters Score -753059.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -753105.687500 Penalty: 4470.138672
	Iteration 15Q: 3 clusters Score -753105.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -753159.875000 Penalty: 4470.138672
	Iteration 16Q: 3 clusters Score -753159.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -753208.375000 Penalty: 4470.138672
	Iteration 17Q: 3 clusters Score -753208.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -753262.312500 Penalty: 4470.138672
	Iteration 18Q: 3 clusters Score -753262.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -753309.562500 Penalty: 4470.138672
	Iteration 19Q: 3 clusters Score -753309.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -753360.125000 Penalty: 4470.138672
	Iteration 20F: 3 clusters Score -753360.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -753403.687500 Penalty: 4470.138672
	Iteration 21Q: 3 clusters Score -753403.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -753454.750000 Penalty: 4470.138672
	Iteration 22Q: 3 clusters Score -753454.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -753528.750000 Penalty: 4470.138672
	Iteration 23Q: 3 clusters Score -753528.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -753599.250000 Penalty: 4470.138672
	Iteration 24Q: 3 clusters Score -753599.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -753684.000000 Penalty: 4470.138672
	Iteration 25Q: 3 clusters Score -753684 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -753787.062500 Penalty: 4470.138672
	Iteration 26Q: 3 clusters Score -753787.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -753910.125000 Penalty: 4470.138672
	Iteration 27Q: 3 clusters Score -753910.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -754047.750000 Penalty: 4470.138672
	Iteration 28Q: 3 clusters Score -754047.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -754189.375000 Penalty: 4470.138672
	Iteration 29Q: 3 clusters Score -754189.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -754309.000000 Penalty: 4470.138672
	Iteration 30Q: 3 clusters Score -754309 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -754398.750000 Penalty: 4470.138672
	Iteration 31Q: 3 clusters Score -754398.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -754467.812500 Penalty: 4470.138672
	Iteration 32Q: 3 clusters Score -754467.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -754517.062500 Penalty: 4470.138672
	Iteration 33Q: 3 clusters Score -754517.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -754560.812500 Penalty: 4470.138672
	Iteration 34Q: 3 clusters Score -754560.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -754589.437500 Penalty: 4470.138672
	Iteration 35Q: 3 clusters Score -754589.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -754621.875000 Penalty: 4470.138672
	Iteration 36Q: 3 clusters Score -754621.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -754646.375000 Penalty: 4470.138672
	Iteration 37Q: 3 clusters Score -754646.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -754672.250000 Penalty: 4470.138672
	Iteration 38Q: 3 clusters Score -754672.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -754693.437500 Penalty: 4470.138672
	Iteration 39Q: 3 clusters Score -754693.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -754714.562500 Penalty: 4470.138672
	Iteration 40F: 3 clusters Score -754714.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -754734.125000 Penalty: 4470.138672
	Iteration 41Q: 3 clusters Score -754734.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -754749.500000 Penalty: 4470.138672
	Iteration 42Q: 3 clusters Score -754749.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -754758.937500 Penalty: 4470.138672
	Iteration 43Q: 3 clusters Score -754758.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -754767.125000 Penalty: 4470.138672
	Iteration 44Q: 3 clusters Score -754767.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -754774.750000 Penalty: 4470.138672
	Iteration 45Q: 3 clusters Score -754774.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -754781.250000 Penalty: 4470.138672
	Iteration 46Q: 3 clusters Score -754781.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -754784.000000 Penalty: 4470.138672
	Iteration 47Q: 3 clusters Score -754784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -754785.437500 Penalty: 4470.138672
	Iteration 48Q: 3 clusters Score -754785.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -754789.750000 Penalty: 4470.138672
	Iteration 49Q: 3 clusters Score -754789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -754791.750000 Penalty: 4470.138672
	Iteration 50Q: 3 clusters Score -754791.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -754793.312500 Penalty: 4470.138672
	Iteration 51Q: 3 clusters Score -754793.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -754796.625000 Penalty: 4470.138672
	Iteration 52Q: 3 clusters Score -754796.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -754805.125000 Penalty: 4470.138672
	Iteration 53Q: 3 clusters Score -754805.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -754810.500000 Penalty: 4470.138672
	Iteration 54Q: 3 clusters Score -754810.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -754816.187500 Penalty: 4470.138672
	Iteration 55Q: 3 clusters Score -754816.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -754820.875000 Penalty: 4470.138672
	Iteration 56Q: 3 clusters Score -754820.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -754824.937500 Penalty: 4470.138672
	Iteration 57Q: 3 clusters Score -754824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -754825.375000 Penalty: 4470.138672
	Iteration 58Q: 3 clusters Score -754825.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -754825.937500 Penalty: 4470.138672
	Iteration 59Q: 3 clusters Score -754825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -754827.750000 Penalty: 4470.138672
	Iteration 60F: 3 clusters Score -754827.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -754830.062500 Penalty: 4470.138672
	Iteration 61Q: 3 clusters Score -754830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -754832.875000 Penalty: 4470.138672
	Iteration 62Q: 3 clusters Score -754832.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -754834.625000 Penalty: 4470.138672
	Iteration 63Q: 3 clusters Score -754834.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -754837.750000 Penalty: 4470.138672
	Iteration 64Q: 3 clusters Score -754837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -754838.562500 Penalty: 4470.138672
	Iteration 65Q: 3 clusters Score -754838.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -754839.875000 Penalty: 4470.138672
	Iteration 66Q: 3 clusters Score -754839.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -754838.937500 Penalty: 4470.138672
	Iteration 67Q: 3 clusters Score -754838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -754840.437500 Penalty: 4470.138672
	Iteration 68Q: 3 clusters Score -754840.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -754840.437500 Penalty: 4470.138672
	Iteration 69F: 3 clusters Score -754840.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (226736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226736 members 
Entering Unmasked Estep 
Score: -22275666.000000 Penalty: 3058.222412
	Iteration 0F: 2 clusters Score -2.227567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113515 members 
Mstep: Class 2 contains 113221 members 
Entering Unmasked Estep 
Score: -22125372.000000 Penalty: 6116.444824
	Iteration 0F: 3 clusters Score -2.212537e+07 nChanged 109351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114556 members 
Mstep: Class 2 contains 112180 members 
Entering Unmasked Estep 
Score: -22189442.000000 Penalty: 6116.444824
	Iteration 1F: 3 clusters Score -2.218944e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115068 members 
Mstep: Class 2 contains 111668 members 
Entering Unmasked Estep 
Score: -22190764.000000 Penalty: 6116.444824
	Iteration 2Q: 3 clusters Score -2.219076e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115709 members 
Mstep: Class 2 contains 111027 members 
Entering Unmasked Estep 
Score: -22192304.000000 Penalty: 6116.444824
	Iteration 3Q: 3 clusters Score -2.21923e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116625 members 
Mstep: Class 2 contains 110111 members 
Entering Unmasked Estep 
Score: -22194364.000000 Penalty: 6116.444824
	Iteration 4Q: 3 clusters Score -2.219436e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117717 members 
Mstep: Class 2 contains 109019 members 
Entering Unmasked Estep 
Score: -22197378.000000 Penalty: 6116.444824
	Iteration 5Q: 3 clusters Score -2.219738e+07 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119041 members 
Mstep: Class 2 contains 107695 members 
Entering Unmasked Estep 
Score: -22201408.000000 Penalty: 6116.444824
	Iteration 6Q: 3 clusters Score -2.220141e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120970 members 
Mstep: Class 2 contains 105766 members 
Entering Unmasked Estep 
Score: -22206354.000000 Penalty: 6116.444824
	Iteration 7Q: 3 clusters Score -2.220635e+07 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123644 members 
Mstep: Class 2 contains 103092 members 
Entering Unmasked Estep 
Score: -22211412.000000 Penalty: 6116.444824
	Iteration 8F: 3 clusters Score -2.221141e+07 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127172 members 
Mstep: Class 2 contains 99564 members 
Entering Unmasked Estep 
Score: -22216630.000000 Penalty: 6116.444824
	Iteration 9Q: 3 clusters Score -2.221663e+07 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131643 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -22221166.000000 Penalty: 6116.444824
	Iteration 10Q: 3 clusters Score -2.222117e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137322 members 
Mstep: Class 2 contains 89414 members 
Entering Unmasked Estep 
Score: -22225272.000000 Penalty: 6116.444824
	Iteration 11Q: 3 clusters Score -2.222527e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144378 members 
Mstep: Class 2 contains 82358 members 
Entering Unmasked Estep 
Score: -22229620.000000 Penalty: 6116.444824
	Iteration 12Q: 3 clusters Score -2.222962e+07 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152815 members 
Mstep: Class 2 contains 73921 members 
Entering Unmasked Estep 
Score: -22234324.000000 Penalty: 6116.444824
	Iteration 13Q: 3 clusters Score -2.223432e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162526 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -22239752.000000 Penalty: 6116.444824
	Iteration 14Q: 3 clusters Score -2.223975e+07 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173236 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -22245622.000000 Penalty: 6116.444824
	Iteration 15Q: 3 clusters Score -2.224562e+07 nChanged 10832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184062 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -22251688.000000 Penalty: 6116.444824
	Iteration 16Q: 3 clusters Score -2.225169e+07 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194162 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -22257232.000000 Penalty: 6116.444824
	Iteration 17Q: 3 clusters Score -2.225723e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202961 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -22261998.000000 Penalty: 6116.444824
	Iteration 18Q: 3 clusters Score -2.2262e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209980 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -22265700.000000 Penalty: 6116.444824
	Iteration 19Q: 3 clusters Score -2.22657e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215076 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -22268266.000000 Penalty: 6116.444824
	Iteration 20F: 3 clusters Score -2.226827e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218616 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -22269896.000000 Penalty: 6116.444824
	Iteration 21Q: 3 clusters Score -2.22699e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221012 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -22270960.000000 Penalty: 6116.444824
	Iteration 22Q: 3 clusters Score -2.227096e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222503 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -22271674.000000 Penalty: 6116.444824
	Iteration 23Q: 3 clusters Score -2.227167e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223478 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -22272072.000000 Penalty: 6116.444824
	Iteration 24Q: 3 clusters Score -2.227207e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224089 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -22272392.000000 Penalty: 6116.444824
	Iteration 25Q: 3 clusters Score -2.227239e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224515 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -22272608.000000 Penalty: 6116.444824
	Iteration 26Q: 3 clusters Score -2.227261e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224806 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -22272722.000000 Penalty: 6116.444824
	Iteration 27Q: 3 clusters Score -2.227272e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225018 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -22272830.000000 Penalty: 6116.444824
	Iteration 28Q: 3 clusters Score -2.227283e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225172 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -22272908.000000 Penalty: 6116.444824
	Iteration 29Q: 3 clusters Score -2.227291e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225301 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -22272974.000000 Penalty: 6116.444824
	Iteration 30Q: 3 clusters Score -2.227297e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225387 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -22273020.000000 Penalty: 6116.444824
	Iteration 31Q: 3 clusters Score -2.227302e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225446 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -22273024.000000 Penalty: 6116.444824
	Iteration 32Q: 3 clusters Score -2.227302e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225490 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -22273048.000000 Penalty: 6116.444824
	Iteration 33Q: 3 clusters Score -2.227305e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225525 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -22273100.000000 Penalty: 6116.444824
	Iteration 34Q: 3 clusters Score -2.22731e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225549 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -22273102.000000 Penalty: 6116.444824
	Iteration 35Q: 3 clusters Score -2.22731e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225577 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -22273116.000000 Penalty: 6116.444824
	Iteration 36Q: 3 clusters Score -2.227312e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225599 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -22273128.000000 Penalty: 6116.444824
	Iteration 37Q: 3 clusters Score -2.227313e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225619 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -22273144.000000 Penalty: 6116.444824
	Iteration 38Q: 3 clusters Score -2.227314e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225629 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -22273154.000000 Penalty: 6116.444824
	Iteration 39Q: 3 clusters Score -2.227315e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225643 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -22273158.000000 Penalty: 6116.444824
	Iteration 40F: 3 clusters Score -2.227316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225649 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -22273164.000000 Penalty: 6116.444824
	Iteration 41Q: 3 clusters Score -2.227316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225656 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -22273188.000000 Penalty: 6116.444824
	Iteration 42Q: 3 clusters Score -2.227319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225660 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -22273178.000000 Penalty: 6116.444824
	Iteration 43Q: 3 clusters Score -2.227318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225668 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -22273186.000000 Penalty: 6116.444824
	Iteration 44Q: 3 clusters Score -2.227319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225679 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -22273202.000000 Penalty: 6116.444824
	Iteration 45Q: 3 clusters Score -2.22732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225690 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -22273204.000000 Penalty: 6116.444824
	Iteration 46Q: 3 clusters Score -2.22732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225699 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -22273190.000000 Penalty: 6116.444824
	Iteration 47Q: 3 clusters Score -2.227319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225703 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -22273192.000000 Penalty: 6116.444824
	Iteration 48Q: 3 clusters Score -2.227319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225710 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -22273198.000000 Penalty: 6116.444824
	Iteration 49Q: 3 clusters Score -2.22732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225717 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -22273204.000000 Penalty: 6116.444824
	Iteration 50Q: 3 clusters Score -2.22732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225725 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -22273210.000000 Penalty: 6116.444824
	Iteration 51Q: 3 clusters Score -2.227321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225728 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -22273210.000000 Penalty: 6116.444824
	Iteration 52Q: 3 clusters Score -2.227321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225729 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -22273214.000000 Penalty: 6116.444824
	Iteration 53Q: 3 clusters Score -2.227321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225730 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -22273216.000000 Penalty: 6116.444824
	Iteration 54Q: 3 clusters Score -2.227322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225730 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -22273208.000000 Penalty: 6116.444824
	Iteration 55Q: 3 clusters Score -2.227321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225733 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -22273206.000000 Penalty: 6116.444824
	Iteration 56Q: 3 clusters Score -2.227321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225734 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -22273204.000000 Penalty: 6116.444824
	Iteration 57Q: 3 clusters Score -2.22732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225734 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -22273204.000000 Penalty: 6116.444824
	Iteration 58F: 3 clusters Score -2.22732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (96074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96074 members 
Entering Unmasked Estep 
Score: -9268290.000000 Penalty: 2845.272705
	Iteration 0F: 2 clusters Score -9268290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -9204357.000000 Penalty: 5690.545410
	Iteration 0F: 3 clusters Score -9204357 nChanged 45173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -9230278.000000 Penalty: 5690.545410
	Iteration 1F: 3 clusters Score -9230278 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -9231345.000000 Penalty: 5690.545410
	Iteration 2Q: 3 clusters Score -9231345 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -9232545.000000 Penalty: 5690.545410
	Iteration 3Q: 3 clusters Score -9232545 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -9234055.000000 Penalty: 5690.545410
	Iteration 4Q: 3 clusters Score -9234055 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -9235872.000000 Penalty: 5690.545410
	Iteration 5Q: 3 clusters Score -9235872 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -9238069.000000 Penalty: 5690.545410
	Iteration 6Q: 3 clusters Score -9238069 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -9240717.000000 Penalty: 5690.545410
	Iteration 7F: 3 clusters Score -9240717 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -9243957.000000 Penalty: 5690.545410
	Iteration 8F: 3 clusters Score -9243957 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -9247614.000000 Penalty: 5690.545410
	Iteration 9F: 3 clusters Score -9247614 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72210 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -9251411.000000 Penalty: 5690.545410
	Iteration 10F: 3 clusters Score -9251411 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -9255062.000000 Penalty: 5690.545410
	Iteration 11F: 3 clusters Score -9255062 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80562 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -9258279.000000 Penalty: 5690.545410
	Iteration 12Q: 3 clusters Score -9258279 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -9260908.000000 Penalty: 5690.545410
	Iteration 13Q: 3 clusters Score -9260908 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85789 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -9262988.000000 Penalty: 5690.545410
	Iteration 14Q: 3 clusters Score -9262988 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87239 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -9264246.000000 Penalty: 5690.545410
	Iteration 15Q: 3 clusters Score -9264246 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88160 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -9264844.000000 Penalty: 5690.545410
	Iteration 16Q: 3 clusters Score -9264844 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88879 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -9265218.000000 Penalty: 5690.545410
	Iteration 17Q: 3 clusters Score -9265218 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89454 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -9265435.000000 Penalty: 5690.545410
	Iteration 18Q: 3 clusters Score -9265435 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -9265627.000000 Penalty: 5690.545410
	Iteration 19Q: 3 clusters Score -9265627 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -9265772.000000 Penalty: 5690.545410
	Iteration 20F: 3 clusters Score -9265772 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90698 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -9265864.000000 Penalty: 5690.545410
	Iteration 21Q: 3 clusters Score -9265864 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90978 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -9265952.000000 Penalty: 5690.545410
	Iteration 22Q: 3 clusters Score -9265952 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91233 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -9266041.000000 Penalty: 5690.545410
	Iteration 23Q: 3 clusters Score -9266041 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -9266104.000000 Penalty: 5690.545410
	Iteration 24Q: 3 clusters Score -9266104 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91597 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -9266144.000000 Penalty: 5690.545410
	Iteration 25Q: 3 clusters Score -9266144 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91765 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -9266193.000000 Penalty: 5690.545410
	Iteration 26Q: 3 clusters Score -9266193 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91903 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -9266221.000000 Penalty: 5690.545410
	Iteration 27Q: 3 clusters Score -9266221 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92023 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -9266242.000000 Penalty: 5690.545410
	Iteration 28Q: 3 clusters Score -9266242 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92150 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -9266247.000000 Penalty: 5690.545410
	Iteration 29Q: 3 clusters Score -9266247 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92262 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -9266283.000000 Penalty: 5690.545410
	Iteration 30Q: 3 clusters Score -9266283 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92374 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -9266303.000000 Penalty: 5690.545410
	Iteration 31Q: 3 clusters Score -9266303 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92475 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -9266335.000000 Penalty: 5690.545410
	Iteration 32Q: 3 clusters Score -9266335 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92562 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -9266355.000000 Penalty: 5690.545410
	Iteration 33Q: 3 clusters Score -9266355 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -9266377.000000 Penalty: 5690.545410
	Iteration 34Q: 3 clusters Score -9266377 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92708 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -9266384.000000 Penalty: 5690.545410
	Iteration 35Q: 3 clusters Score -9266384 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92775 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -9266404.000000 Penalty: 5690.545410
	Iteration 36Q: 3 clusters Score -9266404 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92838 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -9266415.000000 Penalty: 5690.545410
	Iteration 37Q: 3 clusters Score -9266415 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92908 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -9266432.000000 Penalty: 5690.545410
	Iteration 38Q: 3 clusters Score -9266432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92972 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -9266443.000000 Penalty: 5690.545410
	Iteration 39Q: 3 clusters Score -9266443 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93027 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -9266464.000000 Penalty: 5690.545410
	Iteration 40F: 3 clusters Score -9266464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93082 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -9266468.000000 Penalty: 5690.545410
	Iteration 41Q: 3 clusters Score -9266468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93113 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -9266486.000000 Penalty: 5690.545410
	Iteration 42Q: 3 clusters Score -9266486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93133 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -9266490.000000 Penalty: 5690.545410
	Iteration 43Q: 3 clusters Score -9266490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93157 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -9266498.000000 Penalty: 5690.545410
	Iteration 44Q: 3 clusters Score -9266498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93183 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -9266518.000000 Penalty: 5690.545410
	Iteration 45Q: 3 clusters Score -9266518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93203 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -9266510.000000 Penalty: 5690.545410
	Iteration 46Q: 3 clusters Score -9266510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93221 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -9266511.000000 Penalty: 5690.545410
	Iteration 47Q: 3 clusters Score -9266511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93236 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -9266506.000000 Penalty: 5690.545410
	Iteration 48Q: 3 clusters Score -9266506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93251 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -9266506.000000 Penalty: 5690.545410
	Iteration 49Q: 3 clusters Score -9266506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93265 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -9266503.000000 Penalty: 5690.545410
	Iteration 50Q: 3 clusters Score -9266503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93271 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -9266505.000000 Penalty: 5690.545410
	Iteration 51Q: 3 clusters Score -9266505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93278 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -9266501.000000 Penalty: 5690.545410
	Iteration 52Q: 3 clusters Score -9266501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93281 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -9266497.000000 Penalty: 5690.545410
	Iteration 53Q: 3 clusters Score -9266497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93284 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -9266502.000000 Penalty: 5690.545410
	Iteration 54Q: 3 clusters Score -9266502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93290 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -9266496.000000 Penalty: 5690.545410
	Iteration 55Q: 3 clusters Score -9266496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93296 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -9266502.000000 Penalty: 5690.545410
	Iteration 56Q: 3 clusters Score -9266502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93301 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -9266494.000000 Penalty: 5690.545410
	Iteration 57Q: 3 clusters Score -9266494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93306 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -9266499.000000 Penalty: 5690.545410
	Iteration 58Q: 3 clusters Score -9266499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93309 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -9266507.000000 Penalty: 5690.545410
	Iteration 59Q: 3 clusters Score -9266507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93316 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -9266516.000000 Penalty: 5690.545410
	Iteration 60F: 3 clusters Score -9266516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93321 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -9266517.000000 Penalty: 5690.545410
	Iteration 61Q: 3 clusters Score -9266517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93325 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -9266511.000000 Penalty: 5690.545410
	Iteration 62Q: 3 clusters Score -9266511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93330 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -9266507.000000 Penalty: 5690.545410
	Iteration 63Q: 3 clusters Score -9266507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93335 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -9266517.000000 Penalty: 5690.545410
	Iteration 64Q: 3 clusters Score -9266517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93340 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -9266512.000000 Penalty: 5690.545410
	Iteration 65Q: 3 clusters Score -9266512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93342 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -9266513.000000 Penalty: 5690.545410
	Iteration 66Q: 3 clusters Score -9266513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93343 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -9266519.000000 Penalty: 5690.545410
	Iteration 67Q: 3 clusters Score -9266519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93345 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -9266517.000000 Penalty: 5690.545410
	Iteration 68Q: 3 clusters Score -9266517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93347 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -9266517.000000 Penalty: 5690.545410
	Iteration 69Q: 3 clusters Score -9266517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93347 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -9266517.000000 Penalty: 5690.545410
	Iteration 70F: 3 clusters Score -9266517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Entering Unmasked Estep 
Score: -1169944.875000 Penalty: 2341.834229
	Iteration 0F: 2 clusters Score -1169945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1160740.875000 Penalty: 4683.668457
	Iteration 0F: 3 clusters Score -1160741 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1163669.125000 Penalty: 4683.668457
	Iteration 1F: 3 clusters Score -1163669 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1164114.875000 Penalty: 4683.668457
	Iteration 2F: 3 clusters Score -1164115 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1164598.250000 Penalty: 4683.668457
	Iteration 3F: 3 clusters Score -1164598 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1165156.250000 Penalty: 4683.668457
	Iteration 4F: 3 clusters Score -1165156 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1165825.500000 Penalty: 4683.668457
	Iteration 5F: 3 clusters Score -1165826 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1166482.875000 Penalty: 4683.668457
	Iteration 6F: 3 clusters Score -1166483 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1167114.750000 Penalty: 4683.668457
	Iteration 7F: 3 clusters Score -1167115 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1167665.000000 Penalty: 4683.668457
	Iteration 8F: 3 clusters Score -1167665 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1168109.750000 Penalty: 4683.668457
	Iteration 9Q: 3 clusters Score -1168110 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1168448.875000 Penalty: 4683.668457
	Iteration 10Q: 3 clusters Score -1168449 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1168661.625000 Penalty: 4683.668457
	Iteration 11Q: 3 clusters Score -1168662 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1168760.000000 Penalty: 4683.668457
	Iteration 12Q: 3 clusters Score -1168760 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1168805.875000 Penalty: 4683.668457
	Iteration 13Q: 3 clusters Score -1168806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1168825.875000 Penalty: 4683.668457
	Iteration 14Q: 3 clusters Score -1168826 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1168836.875000 Penalty: 4683.668457
	Iteration 15Q: 3 clusters Score -1168837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1168842.375000 Penalty: 4683.668457
	Iteration 16Q: 3 clusters Score -1168842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1168844.875000 Penalty: 4683.668457
	Iteration 17Q: 3 clusters Score -1168845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1168849.250000 Penalty: 4683.668457
	Iteration 18Q: 3 clusters Score -1168849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1168850.500000 Penalty: 4683.668457
	Iteration 19Q: 3 clusters Score -1168850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1168848.750000 Penalty: 4683.668457
	Iteration 20F: 3 clusters Score -1168849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1168849.000000 Penalty: 4683.668457
	Iteration 21Q: 3 clusters Score -1168849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1168849.750000 Penalty: 4683.668457
	Iteration 22Q: 3 clusters Score -1168850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1168851.250000 Penalty: 4683.668457
	Iteration 23Q: 3 clusters Score -1168851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1168853.625000 Penalty: 4683.668457
	Iteration 24Q: 3 clusters Score -1168854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1168854.000000 Penalty: 4683.668457
	Iteration 25Q: 3 clusters Score -1168854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1168854.375000 Penalty: 4683.668457
	Iteration 26Q: 3 clusters Score -1168854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1168853.625000 Penalty: 4683.668457
	Iteration 27Q: 3 clusters Score -1168854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1168853.125000 Penalty: 4683.668457
	Iteration 28Q: 3 clusters Score -1168853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1168853.125000 Penalty: 4683.668457
	Iteration 29F: 3 clusters Score -1168853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Entering Unmasked Estep 
Score: -887878.187500 Penalty: 2261.401367
	Iteration 0F: 2 clusters Score -887878.2 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 4582 members 
Entering Unmasked Estep 
Score: -880750.125000 Penalty: 4522.802734
	Iteration 0F: 3 clusters Score -880750.1 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -882717.062500 Penalty: 4522.802734
	Iteration 1F: 3 clusters Score -882717.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -883027.187500 Penalty: 4522.802734
	Iteration 2F: 3 clusters Score -883027.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -883251.312500 Penalty: 4522.802734
	Iteration 3F: 3 clusters Score -883251.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -883434.937500 Penalty: 4522.802734
	Iteration 4Q: 3 clusters Score -883434.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -883618.187500 Penalty: 4522.802734
	Iteration 5Q: 3 clusters Score -883618.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -883830.687500 Penalty: 4522.802734
	Iteration 6Q: 3 clusters Score -883830.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -884035.937500 Penalty: 4522.802734
	Iteration 7Q: 3 clusters Score -884035.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -884277.687500 Penalty: 4522.802734
	Iteration 8Q: 3 clusters Score -884277.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -884562.125000 Penalty: 4522.802734
	Iteration 9Q: 3 clusters Score -884562.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -884815.000000 Penalty: 4522.802734
	Iteration 10Q: 3 clusters Score -884815 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -885020.687500 Penalty: 4522.802734
	Iteration 11Q: 3 clusters Score -885020.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -885189.625000 Penalty: 4522.802734
	Iteration 12Q: 3 clusters Score -885189.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -885342.437500 Penalty: 4522.802734
	Iteration 13Q: 3 clusters Score -885342.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -885452.937500 Penalty: 4522.802734
	Iteration 14Q: 3 clusters Score -885452.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -885551.687500 Penalty: 4522.802734
	Iteration 15Q: 3 clusters Score -885551.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -885632.125000 Penalty: 4522.802734
	Iteration 16Q: 3 clusters Score -885632.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -885685.687500 Penalty: 4522.802734
	Iteration 17Q: 3 clusters Score -885685.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -885716.187500 Penalty: 4522.802734
	Iteration 18Q: 3 clusters Score -885716.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -885746.875000 Penalty: 4522.802734
	Iteration 19Q: 3 clusters Score -885746.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -885770.000000 Penalty: 4522.802734
	Iteration 20F: 3 clusters Score -885770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -885791.250000 Penalty: 4522.802734
	Iteration 21Q: 3 clusters Score -885791.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -885810.750000 Penalty: 4522.802734
	Iteration 22Q: 3 clusters Score -885810.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -885824.875000 Penalty: 4522.802734
	Iteration 23Q: 3 clusters Score -885824.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -885837.812500 Penalty: 4522.802734
	Iteration 24Q: 3 clusters Score -885837.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -885850.687500 Penalty: 4522.802734
	Iteration 25Q: 3 clusters Score -885850.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -885853.500000 Penalty: 4522.802734
	Iteration 26Q: 3 clusters Score -885853.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -885857.125000 Penalty: 4522.802734
	Iteration 27Q: 3 clusters Score -885857.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -885858.000000 Penalty: 4522.802734
	Iteration 28Q: 3 clusters Score -885858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -885860.000000 Penalty: 4522.802734
	Iteration 29Q: 3 clusters Score -885860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -885861.937500 Penalty: 4522.802734
	Iteration 30Q: 3 clusters Score -885861.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -885861.625000 Penalty: 4522.802734
	Iteration 31Q: 3 clusters Score -885861.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -885862.250000 Penalty: 4522.802734
	Iteration 32Q: 3 clusters Score -885862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -885865.250000 Penalty: 4522.802734
	Iteration 33Q: 3 clusters Score -885865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -885867.375000 Penalty: 4522.802734
	Iteration 34Q: 3 clusters Score -885867.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -885867.375000 Penalty: 4522.802734
	Iteration 35F: 3 clusters Score -885867.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Entering Unmasked Estep 
Score: -794720.937500 Penalty: 2228.359375
	Iteration 0F: 2 clusters Score -794720.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -788358.125000 Penalty: 4456.718750
	Iteration 0F: 3 clusters Score -788358.1 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -790122.437500 Penalty: 4456.718750
	Iteration 1F: 3 clusters Score -790122.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -790330.875000 Penalty: 4456.718750
	Iteration 2F: 3 clusters Score -790330.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -790475.125000 Penalty: 4456.718750
	Iteration 3Q: 3 clusters Score -790475.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -790609.500000 Penalty: 4456.718750
	Iteration 4Q: 3 clusters Score -790609.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -790711.375000 Penalty: 4456.718750
	Iteration 5Q: 3 clusters Score -790711.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -790804.625000 Penalty: 4456.718750
	Iteration 6Q: 3 clusters Score -790804.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -790901.000000 Penalty: 4456.718750
	Iteration 7Q: 3 clusters Score -790901 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -790994.937500 Penalty: 4456.718750
	Iteration 8Q: 3 clusters Score -790994.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -791077.375000 Penalty: 4456.718750
	Iteration 9Q: 3 clusters Score -791077.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -791149.687500 Penalty: 4456.718750
	Iteration 10Q: 3 clusters Score -791149.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -791223.875000 Penalty: 4456.718750
	Iteration 11Q: 3 clusters Score -791223.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -791317.187500 Penalty: 4456.718750
	Iteration 12Q: 3 clusters Score -791317.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -791400.375000 Penalty: 4456.718750
	Iteration 13Q: 3 clusters Score -791400.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -791498.687500 Penalty: 4456.718750
	Iteration 14Q: 3 clusters Score -791498.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -791587.187500 Penalty: 4456.718750
	Iteration 15Q: 3 clusters Score -791587.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -791685.687500 Penalty: 4456.718750
	Iteration 16Q: 3 clusters Score -791685.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -791778.812500 Penalty: 4456.718750
	Iteration 17Q: 3 clusters Score -791778.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -791864.312500 Penalty: 4456.718750
	Iteration 18Q: 3 clusters Score -791864.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -791967.062500 Penalty: 4456.718750
	Iteration 19Q: 3 clusters Score -791967.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -792068.687500 Penalty: 4456.718750
	Iteration 20F: 3 clusters Score -792068.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -792158.875000 Penalty: 4456.718750
	Iteration 21Q: 3 clusters Score -792158.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -792238.875000 Penalty: 4456.718750
	Iteration 22Q: 3 clusters Score -792238.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -792307.437500 Penalty: 4456.718750
	Iteration 23Q: 3 clusters Score -792307.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -792375.312500 Penalty: 4456.718750
	Iteration 24Q: 3 clusters Score -792375.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -792442.500000 Penalty: 4456.718750
	Iteration 25Q: 3 clusters Score -792442.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -792493.687500 Penalty: 4456.718750
	Iteration 26Q: 3 clusters Score -792493.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -792539.375000 Penalty: 4456.718750
	Iteration 27Q: 3 clusters Score -792539.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -792573.625000 Penalty: 4456.718750
	Iteration 28Q: 3 clusters Score -792573.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -792615.500000 Penalty: 4456.718750
	Iteration 29Q: 3 clusters Score -792615.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -792654.562500 Penalty: 4456.718750
	Iteration 30Q: 3 clusters Score -792654.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -792693.125000 Penalty: 4456.718750
	Iteration 31Q: 3 clusters Score -792693.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -792725.812500 Penalty: 4456.718750
	Iteration 32Q: 3 clusters Score -792725.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -792748.562500 Penalty: 4456.718750
	Iteration 33Q: 3 clusters Score -792748.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -792764.125000 Penalty: 4456.718750
	Iteration 34Q: 3 clusters Score -792764.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -792781.125000 Penalty: 4456.718750
	Iteration 35Q: 3 clusters Score -792781.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -792793.000000 Penalty: 4456.718750
	Iteration 36Q: 3 clusters Score -792793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -792803.250000 Penalty: 4456.718750
	Iteration 37Q: 3 clusters Score -792803.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -792807.375000 Penalty: 4456.718750
	Iteration 38Q: 3 clusters Score -792807.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -792815.375000 Penalty: 4456.718750
	Iteration 39Q: 3 clusters Score -792815.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -792821.875000 Penalty: 4456.718750
	Iteration 40F: 3 clusters Score -792821.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -792827.625000 Penalty: 4456.718750
	Iteration 41Q: 3 clusters Score -792827.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -792833.812500 Penalty: 4456.718750
	Iteration 42Q: 3 clusters Score -792833.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -792839.500000 Penalty: 4456.718750
	Iteration 43Q: 3 clusters Score -792839.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -792842.812500 Penalty: 4456.718750
	Iteration 44Q: 3 clusters Score -792842.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -792847.000000 Penalty: 4456.718750
	Iteration 45Q: 3 clusters Score -792847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -792850.062500 Penalty: 4456.718750
	Iteration 46Q: 3 clusters Score -792850.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -792850.187500 Penalty: 4456.718750
	Iteration 47Q: 3 clusters Score -792850.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -792850.937500 Penalty: 4456.718750
	Iteration 48Q: 3 clusters Score -792850.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -792852.187500 Penalty: 4456.718750
	Iteration 49Q: 3 clusters Score -792852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -792853.187500 Penalty: 4456.718750
	Iteration 50Q: 3 clusters Score -792853.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -792853.187500 Penalty: 4456.718750
	Iteration 51F: 3 clusters Score -792853.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Entering Unmasked Estep 
Score: -1208224.625000 Penalty: 2349.573975
	Iteration 0F: 2 clusters Score -1208225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1198594.625000 Penalty: 4699.147949
	Iteration 0F: 3 clusters Score -1198595 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1201521.250000 Penalty: 4699.147949
	Iteration 1F: 3 clusters Score -1201521 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1201915.625000 Penalty: 4699.147949
	Iteration 2F: 3 clusters Score -1201916 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1202224.000000 Penalty: 4699.147949
	Iteration 3F: 3 clusters Score -1202224 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1202493.875000 Penalty: 4699.147949
	Iteration 4Q: 3 clusters Score -1202494 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1202752.000000 Penalty: 4699.147949
	Iteration 5Q: 3 clusters Score -1202752 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1203053.125000 Penalty: 4699.147949
	Iteration 6Q: 3 clusters Score -1203053 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1203413.125000 Penalty: 4699.147949
	Iteration 7Q: 3 clusters Score -1203413 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1203877.875000 Penalty: 4699.147949
	Iteration 8Q: 3 clusters Score -1203878 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1204467.500000 Penalty: 4699.147949
	Iteration 9F: 3 clusters Score -1204468 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1205104.000000 Penalty: 4699.147949
	Iteration 10F: 3 clusters Score -1205104 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1205711.000000 Penalty: 4699.147949
	Iteration 11F: 3 clusters Score -1205711 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1206228.250000 Penalty: 4699.147949
	Iteration 12Q: 3 clusters Score -1206228 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1206583.750000 Penalty: 4699.147949
	Iteration 13Q: 3 clusters Score -1206584 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1206879.375000 Penalty: 4699.147949
	Iteration 14Q: 3 clusters Score -1206879 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1207178.375000 Penalty: 4699.147949
	Iteration 15Q: 3 clusters Score -1207178 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1207426.375000 Penalty: 4699.147949
	Iteration 16Q: 3 clusters Score -1207426 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1207602.625000 Penalty: 4699.147949
	Iteration 17Q: 3 clusters Score -1207603 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1207700.250000 Penalty: 4699.147949
	Iteration 18Q: 3 clusters Score -1207700 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1207748.250000 Penalty: 4699.147949
	Iteration 19Q: 3 clusters Score -1207748 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1207772.250000 Penalty: 4699.147949
	Iteration 20F: 3 clusters Score -1207772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1207783.750000 Penalty: 4699.147949
	Iteration 21Q: 3 clusters Score -1207784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1207797.125000 Penalty: 4699.147949
	Iteration 22Q: 3 clusters Score -1207797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1207802.625000 Penalty: 4699.147949
	Iteration 23Q: 3 clusters Score -1207803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1207807.500000 Penalty: 4699.147949
	Iteration 24Q: 3 clusters Score -1207808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1207807.500000 Penalty: 4699.147949
	Iteration 25Q: 3 clusters Score -1207808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1207806.750000 Penalty: 4699.147949
	Iteration 26Q: 3 clusters Score -1207807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1207805.625000 Penalty: 4699.147949
	Iteration 27Q: 3 clusters Score -1207806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1207808.000000 Penalty: 4699.147949
	Iteration 28Q: 3 clusters Score -1207808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1207809.000000 Penalty: 4699.147949
	Iteration 29Q: 3 clusters Score -1207809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1207805.250000 Penalty: 4699.147949
	Iteration 30Q: 3 clusters Score -1207805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1207805.250000 Penalty: 4699.147949
	Iteration 31Q: 3 clusters Score -1207805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1207805.875000 Penalty: 4699.147949
	Iteration 32Q: 3 clusters Score -1207806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1207806.250000 Penalty: 4699.147949
	Iteration 33Q: 3 clusters Score -1207806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1207806.250000 Penalty: 4699.147949
	Iteration 34F: 3 clusters Score -1207806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (306248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306248 members 
Entering Unmasked Estep 
Score: -30002588.000000 Penalty: 3132.773438
	Iteration 0F: 2 clusters Score -3.000259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153429 members 
Mstep: Class 2 contains 152819 members 
Entering Unmasked Estep 
Score: -29807432.000000 Penalty: 6265.546875
	Iteration 0F: 3 clusters Score -2.980743e+07 nChanged 148118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158585 members 
Mstep: Class 2 contains 147663 members 
Entering Unmasked Estep 
Score: -29895196.000000 Penalty: 6265.546875
	Iteration 1F: 3 clusters Score -2.98952e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161553 members 
Mstep: Class 2 contains 144695 members 
Entering Unmasked Estep 
Score: -29897052.000000 Penalty: 6265.546875
	Iteration 2Q: 3 clusters Score -2.989705e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166103 members 
Mstep: Class 2 contains 140145 members 
Entering Unmasked Estep 
Score: -29899518.000000 Penalty: 6265.546875
	Iteration 3Q: 3 clusters Score -2.989952e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172744 members 
Mstep: Class 2 contains 133504 members 
Entering Unmasked Estep 
Score: -29903362.000000 Penalty: 6265.546875
	Iteration 4Q: 3 clusters Score -2.990336e+07 nChanged 13194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182494 members 
Mstep: Class 2 contains 123754 members 
Entering Unmasked Estep 
Score: -29909086.000000 Penalty: 6265.546875
	Iteration 5Q: 3 clusters Score -2.990909e+07 nChanged 16296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195662 members 
Mstep: Class 2 contains 110586 members 
Entering Unmasked Estep 
Score: -29917360.000000 Penalty: 6265.546875
	Iteration 6F: 3 clusters Score -2.991736e+07 nChanged 19156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211968 members 
Mstep: Class 2 contains 94280 members 
Entering Unmasked Estep 
Score: -29928990.000000 Penalty: 6265.546875
	Iteration 7F: 3 clusters Score -2.992899e+07 nChanged 20337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229915 members 
Mstep: Class 2 contains 76333 members 
Entering Unmasked Estep 
Score: -29943020.000000 Penalty: 6265.546875
	Iteration 8F: 3 clusters Score -2.994302e+07 nChanged 18666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246545 members 
Mstep: Class 2 contains 59703 members 
Entering Unmasked Estep 
Score: -29956614.000000 Penalty: 6265.546875
	Iteration 9F: 3 clusters Score -2.995661e+07 nChanged 14914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259771 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -29967072.000000 Penalty: 6265.546875
	Iteration 10Q: 3 clusters Score -2.996707e+07 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269493 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -29974494.000000 Penalty: 6265.546875
	Iteration 11Q: 3 clusters Score -2.997449e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277000 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -29980022.000000 Penalty: 6265.546875
	Iteration 12Q: 3 clusters Score -2.998002e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282965 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -29984298.000000 Penalty: 6265.546875
	Iteration 13Q: 3 clusters Score -2.99843e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287745 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -29987832.000000 Penalty: 6265.546875
	Iteration 14Q: 3 clusters Score -2.998783e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291595 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -29990544.000000 Penalty: 6265.546875
	Iteration 15Q: 3 clusters Score -2.999054e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294737 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -29992942.000000 Penalty: 6265.546875
	Iteration 16Q: 3 clusters Score -2.999294e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297281 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -29994746.000000 Penalty: 6265.546875
	Iteration 17Q: 3 clusters Score -2.999475e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299222 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -29996000.000000 Penalty: 6265.546875
	Iteration 18Q: 3 clusters Score -2.9996e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300739 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -29996910.000000 Penalty: 6265.546875
	Iteration 19Q: 3 clusters Score -2.999691e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301895 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -29997764.000000 Penalty: 6265.546875
	Iteration 20F: 3 clusters Score -2.999776e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302725 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -29998360.000000 Penalty: 6265.546875
	Iteration 21Q: 3 clusters Score -2.999836e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303301 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -29998602.000000 Penalty: 6265.546875
	Iteration 22Q: 3 clusters Score -2.99986e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303753 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -29998948.000000 Penalty: 6265.546875
	Iteration 23Q: 3 clusters Score -2.999895e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304094 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -29999142.000000 Penalty: 6265.546875
	Iteration 24Q: 3 clusters Score -2.999914e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304343 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -29999354.000000 Penalty: 6265.546875
	Iteration 25Q: 3 clusters Score -2.999935e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304535 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -29999476.000000 Penalty: 6265.546875
	Iteration 26Q: 3 clusters Score -2.999948e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304674 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -29999586.000000 Penalty: 6265.546875
	Iteration 27Q: 3 clusters Score -2.999959e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304792 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -29999630.000000 Penalty: 6265.546875
	Iteration 28Q: 3 clusters Score -2.999963e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304877 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -29999668.000000 Penalty: 6265.546875
	Iteration 29Q: 3 clusters Score -2.999967e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304946 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -29999698.000000 Penalty: 6265.546875
	Iteration 30Q: 3 clusters Score -2.99997e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304991 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -29999756.000000 Penalty: 6265.546875
	Iteration 31Q: 3 clusters Score -2.999976e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305035 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -29999776.000000 Penalty: 6265.546875
	Iteration 32Q: 3 clusters Score -2.999978e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305068 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -29999806.000000 Penalty: 6265.546875
	Iteration 33Q: 3 clusters Score -2.999981e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305107 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -29999828.000000 Penalty: 6265.546875
	Iteration 34Q: 3 clusters Score -2.999983e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305144 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -29999846.000000 Penalty: 6265.546875
	Iteration 35Q: 3 clusters Score -2.999985e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305173 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -29999850.000000 Penalty: 6265.546875
	Iteration 36Q: 3 clusters Score -2.999985e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305191 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -29999852.000000 Penalty: 6265.546875
	Iteration 37Q: 3 clusters Score -2.999985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305201 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -29999866.000000 Penalty: 6265.546875
	Iteration 38Q: 3 clusters Score -2.999987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305211 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -29999866.000000 Penalty: 6265.546875
	Iteration 39Q: 3 clusters Score -2.999987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305221 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -29999870.000000 Penalty: 6265.546875
	Iteration 40F: 3 clusters Score -2.999987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305230 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -29999868.000000 Penalty: 6265.546875
	Iteration 41Q: 3 clusters Score -2.999987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305237 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -29999862.000000 Penalty: 6265.546875
	Iteration 42Q: 3 clusters Score -2.999986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305241 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -29999856.000000 Penalty: 6265.546875
	Iteration 43Q: 3 clusters Score -2.999986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305247 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -29999850.000000 Penalty: 6265.546875
	Iteration 44Q: 3 clusters Score -2.999985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305250 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -29999856.000000 Penalty: 6265.546875
	Iteration 45Q: 3 clusters Score -2.999986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305257 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -29999874.000000 Penalty: 6265.546875
	Iteration 46Q: 3 clusters Score -2.999987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305259 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -29999872.000000 Penalty: 6265.546875
	Iteration 47Q: 3 clusters Score -2.999987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305260 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -29999872.000000 Penalty: 6265.546875
	Iteration 48Q: 3 clusters Score -2.999987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305261 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -29999864.000000 Penalty: 6265.546875
	Iteration 49Q: 3 clusters Score -2.999986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305262 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -29999874.000000 Penalty: 6265.546875
	Iteration 50Q: 3 clusters Score -2.999987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305264 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -29999858.000000 Penalty: 6265.546875
	Iteration 51Q: 3 clusters Score -2.999986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305268 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -29999856.000000 Penalty: 6265.546875
	Iteration 52Q: 3 clusters Score -2.999986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305271 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -29999854.000000 Penalty: 6265.546875
	Iteration 53Q: 3 clusters Score -2.999985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305272 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -29999868.000000 Penalty: 6265.546875
	Iteration 54Q: 3 clusters Score -2.999987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305273 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -29999870.000000 Penalty: 6265.546875
	Iteration 55Q: 3 clusters Score -2.999987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305277 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -29999854.000000 Penalty: 6265.546875
	Iteration 56Q: 3 clusters Score -2.999985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305278 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -29999866.000000 Penalty: 6265.546875
	Iteration 57Q: 3 clusters Score -2.999987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305278 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -29999866.000000 Penalty: 6265.546875
	Iteration 58F: 3 clusters Score -2.999987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (218026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218026 members 
Entering Unmasked Estep 
Score: -21346912.000000 Penalty: 3048.507812
	Iteration 0F: 2 clusters Score -2.134691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108832 members 
Mstep: Class 2 contains 109194 members 
Entering Unmasked Estep 
Score: -21202760.000000 Penalty: 6097.015625
	Iteration 0F: 3 clusters Score -2.120276e+07 nChanged 105255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106577 members 
Mstep: Class 2 contains 111449 members 
Entering Unmasked Estep 
Score: -21264420.000000 Penalty: 6097.015625
	Iteration 1F: 3 clusters Score -2.126442e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104850 members 
Mstep: Class 2 contains 113176 members 
Entering Unmasked Estep 
Score: -21265434.000000 Penalty: 6097.015625
	Iteration 2Q: 3 clusters Score -2.126543e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102038 members 
Mstep: Class 2 contains 115988 members 
Entering Unmasked Estep 
Score: -21266670.000000 Penalty: 6097.015625
	Iteration 3Q: 3 clusters Score -2.126667e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Mstep: Class 2 contains 120315 members 
Entering Unmasked Estep 
Score: -21268148.000000 Penalty: 6097.015625
	Iteration 4Q: 3 clusters Score -2.126815e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90993 members 
Mstep: Class 2 contains 127033 members 
Entering Unmasked Estep 
Score: -21271046.000000 Penalty: 6097.015625
	Iteration 5Q: 3 clusters Score -2.127105e+07 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80717 members 
Mstep: Class 2 contains 137309 members 
Entering Unmasked Estep 
Score: -21276306.000000 Penalty: 6097.015625
	Iteration 6F: 3 clusters Score -2.127631e+07 nChanged 15021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 151900 members 
Entering Unmasked Estep 
Score: -21286182.000000 Penalty: 6097.015625
	Iteration 7F: 3 clusters Score -2.128618e+07 nChanged 18450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 170220 members 
Entering Unmasked Estep 
Score: -21301004.000000 Penalty: 6097.015625
	Iteration 8F: 3 clusters Score -2.1301e+07 nChanged 18948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 189128 members 
Entering Unmasked Estep 
Score: -21318340.000000 Penalty: 6097.015625
	Iteration 9F: 3 clusters Score -2.131834e+07 nChanged 15017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 204137 members 
Entering Unmasked Estep 
Score: -21332186.000000 Penalty: 6097.015625
	Iteration 10F: 3 clusters Score -2.133219e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 212756 members 
Entering Unmasked Estep 
Score: -21339762.000000 Penalty: 6097.015625
	Iteration 11Q: 3 clusters Score -2.133976e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 216306 members 
Entering Unmasked Estep 
Score: -21342708.000000 Penalty: 6097.015625
	Iteration 12Q: 3 clusters Score -2.134271e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 217372 members 
Entering Unmasked Estep 
Score: -21343658.000000 Penalty: 6097.015625
	Iteration 13Q: 3 clusters Score -2.134366e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 217664 members 
Entering Unmasked Estep 
Score: -21343930.000000 Penalty: 6097.015625
	Iteration 14Q: 3 clusters Score -2.134393e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 217737 members 
Entering Unmasked Estep 
Score: -21344038.000000 Penalty: 6097.015625
	Iteration 15Q: 3 clusters Score -2.134404e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 217767 members 
Entering Unmasked Estep 
Score: -21344102.000000 Penalty: 6097.015625
	Iteration 16Q: 3 clusters Score -2.13441e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 217778 members 
Entering Unmasked Estep 
Score: -21344136.000000 Penalty: 6097.015625
	Iteration 17Q: 3 clusters Score -2.134414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 217790 members 
Entering Unmasked Estep 
Score: -21344138.000000 Penalty: 6097.015625
	Iteration 18Q: 3 clusters Score -2.134414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 217798 members 
Entering Unmasked Estep 
Score: -21344174.000000 Penalty: 6097.015625
	Iteration 19Q: 3 clusters Score -2.134417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 217804 members 
Entering Unmasked Estep 
Score: -21344174.000000 Penalty: 6097.015625
	Iteration 20F: 3 clusters Score -2.134417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 217807 members 
Entering Unmasked Estep 
Score: -21344190.000000 Penalty: 6097.015625
	Iteration 21Q: 3 clusters Score -2.134419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 217808 members 
Entering Unmasked Estep 
Score: -21344188.000000 Penalty: 6097.015625
	Iteration 22Q: 3 clusters Score -2.134419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 217808 members 
Entering Unmasked Estep 
Score: -21344200.000000 Penalty: 6097.015625
	Iteration 23Q: 3 clusters Score -2.13442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 217810 members 
Entering Unmasked Estep 
Score: -21344190.000000 Penalty: 6097.015625
	Iteration 24Q: 3 clusters Score -2.134419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 217810 members 
Entering Unmasked Estep 
Score: -21344204.000000 Penalty: 6097.015625
	Iteration 25Q: 3 clusters Score -2.13442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 217811 members 
Entering Unmasked Estep 
Score: -21344204.000000 Penalty: 6097.015625
	Iteration 26Q: 3 clusters Score -2.13442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 217810 members 
Entering Unmasked Estep 
Score: -21344208.000000 Penalty: 6097.015625
	Iteration 27Q: 3 clusters Score -2.134421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 217810 members 
Entering Unmasked Estep 
Score: -21344208.000000 Penalty: 6097.015625
	Iteration 28F: 3 clusters Score -2.134421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Entering Unmasked Estep 
Score: -1019218.437500 Penalty: 2309.464111
	Iteration 0F: 2 clusters Score -1019218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1010765.062500 Penalty: 4618.928223
	Iteration 0F: 3 clusters Score -1010765 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1013259.000000 Penalty: 4618.928223
	Iteration 1F: 3 clusters Score -1013259 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1013648.375000 Penalty: 4618.928223
	Iteration 2F: 3 clusters Score -1013648 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1014000.250000 Penalty: 4618.928223
	Iteration 3F: 3 clusters Score -1014000 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1014314.687500 Penalty: 4618.928223
	Iteration 4F: 3 clusters Score -1014315 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1014660.312500 Penalty: 4618.928223
	Iteration 5Q: 3 clusters Score -1014660 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1015126.875000 Penalty: 4618.928223
	Iteration 6F: 3 clusters Score -1015127 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1015781.125000 Penalty: 4618.928223
	Iteration 7F: 3 clusters Score -1015781 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1016466.437500 Penalty: 4618.928223
	Iteration 8F: 3 clusters Score -1016466 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1017044.062500 Penalty: 4618.928223
	Iteration 9F: 3 clusters Score -1017044 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1017533.000000 Penalty: 4618.928223
	Iteration 10Q: 3 clusters Score -1017533 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1017983.937500 Penalty: 4618.928223
	Iteration 11Q: 3 clusters Score -1017984 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1018344.937500 Penalty: 4618.928223
	Iteration 12Q: 3 clusters Score -1018345 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1018651.250000 Penalty: 4618.928223
	Iteration 13Q: 3 clusters Score -1018651 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1018863.187500 Penalty: 4618.928223
	Iteration 14Q: 3 clusters Score -1018863 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1019017.250000 Penalty: 4618.928223
	Iteration 15Q: 3 clusters Score -1019017 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1019096.687500 Penalty: 4618.928223
	Iteration 16Q: 3 clusters Score -1019097 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1019137.375000 Penalty: 4618.928223
	Iteration 17Q: 3 clusters Score -1019137 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1019163.812500 Penalty: 4618.928223
	Iteration 18Q: 3 clusters Score -1019164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1019176.562500 Penalty: 4618.928223
	Iteration 19Q: 3 clusters Score -1019177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1019192.312500 Penalty: 4618.928223
	Iteration 20F: 3 clusters Score -1019192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1019210.437500 Penalty: 4618.928223
	Iteration 21Q: 3 clusters Score -1019210 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1019218.750000 Penalty: 4618.928223
	Iteration 22Q: 3 clusters Score -1019219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1019229.687500 Penalty: 4618.928223
	Iteration 23Q: 3 clusters Score -1019230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1019236.937500 Penalty: 4618.928223
	Iteration 24Q: 3 clusters Score -1019237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1019241.750000 Penalty: 4618.928223
	Iteration 25Q: 3 clusters Score -1019242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1019243.187500 Penalty: 4618.928223
	Iteration 26Q: 3 clusters Score -1019243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1019250.187500 Penalty: 4618.928223
	Iteration 27Q: 3 clusters Score -1019250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1019252.625000 Penalty: 4618.928223
	Iteration 28Q: 3 clusters Score -1019253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1019254.875000 Penalty: 4618.928223
	Iteration 29Q: 3 clusters Score -1019255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1019254.687500 Penalty: 4618.928223
	Iteration 30Q: 3 clusters Score -1019255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1019254.812500 Penalty: 4618.928223
	Iteration 31Q: 3 clusters Score -1019255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1019258.000000 Penalty: 4618.928223
	Iteration 32Q: 3 clusters Score -1019258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1019256.625000 Penalty: 4618.928223
	Iteration 33Q: 3 clusters Score -1019257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1019255.187500 Penalty: 4618.928223
	Iteration 34Q: 3 clusters Score -1019255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1019254.687500 Penalty: 4618.928223
	Iteration 35Q: 3 clusters Score -1019255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1019255.375000 Penalty: 4618.928223
	Iteration 36Q: 3 clusters Score -1019255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1019257.562500 Penalty: 4618.928223
	Iteration 37Q: 3 clusters Score -1019258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1019256.062500 Penalty: 4618.928223
	Iteration 38Q: 3 clusters Score -1019256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1019257.187500 Penalty: 4618.928223
	Iteration 39Q: 3 clusters Score -1019257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1019258.500000 Penalty: 4618.928223
	Iteration 40F: 3 clusters Score -1019258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1019258.437500 Penalty: 4618.928223
	Iteration 41Q: 3 clusters Score -1019258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1019258.687500 Penalty: 4618.928223
	Iteration 42Q: 3 clusters Score -1019259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1019260.062500 Penalty: 4618.928223
	Iteration 43Q: 3 clusters Score -1019260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1019260.062500 Penalty: 4618.928223
	Iteration 44F: 3 clusters Score -1019260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 11874 members 
Mstep: Class 3 contains 22956 members 
Mstep: Class 4 contains 8387 members 
Mstep: Class 5 contains 15438 members 
Mstep: Class 6 contains 102760 members 
Mstep: Class 7 contains 8204 members 
Mstep: Class 8 contains 226736 members 
Mstep: Class 9 contains 96074 members 
Mstep: Class 10 contains 12618 members 
Mstep: Class 11 contains 9123 members 
Mstep: Class 12 contains 7985 members 
Mstep: Class 13 contains 13018 members 
Mstep: Class 14 contains 306248 members 
Mstep: Class 15 contains 218026 members 
Mstep: Class 16 contains 3197 members 
Mstep: Class 17 contains 12693 members 
Mstep: Class 18 contains 17623 members 
Mstep: Class 19 contains 8174 members 
Mstep: Class 20 contains 65441 members 
Mstep: Class 21 contains 128383 members 
Mstep: Class 22 contains 3704 members 
Mstep: Class 23 contains 15627 members 
Mstep: Class 24 contains 228226 members 
Mstep: Class 25 contains 12938 members 
Mstep: Class 26 contains 9676 members 
Mstep: Class 27 contains 16271 members 
Mstep: Class 28 contains 6765 members 
Mstep: Class 29 contains 10817 members 
Mstep: Class 30 contains 7080 members 
Mstep: Class 31 contains 34362 members 
Mstep: Class 32 contains 4635 members 
Mstep: Class 33 contains 7877 members 
Entering Unmasked Estep 
Score: -157696112.000000 Penalty: 117273.000000
Splitting cluster 16 changes total score from -157697072.000000 to -157696112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (12693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Entering Unmasked Estep 
Score: -1174814.875000 Penalty: 2343.303955
	Iteration 0F: 2 clusters Score -1174815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1165382.375000 Penalty: 4686.607910
	Iteration 0F: 3 clusters Score -1165382 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1168375.750000 Penalty: 4686.607910
	Iteration 1F: 3 clusters Score -1168376 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1168728.750000 Penalty: 4686.607910
	Iteration 2F: 3 clusters Score -1168729 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1168988.125000 Penalty: 4686.607910
	Iteration 3Q: 3 clusters Score -1168988 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1169196.500000 Penalty: 4686.607910
	Iteration 4Q: 3 clusters Score -1169196 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1169386.250000 Penalty: 4686.607910
	Iteration 5Q: 3 clusters Score -1169386 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1169600.500000 Penalty: 4686.607910
	Iteration 6Q: 3 clusters Score -1169600 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1169810.750000 Penalty: 4686.607910
	Iteration 7Q: 3 clusters Score -1169811 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1170045.000000 Penalty: 4686.607910
	Iteration 8Q: 3 clusters Score -1170045 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1170341.500000 Penalty: 4686.607910
	Iteration 9Q: 3 clusters Score -1170342 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1170700.125000 Penalty: 4686.607910
	Iteration 10Q: 3 clusters Score -1170700 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1171053.750000 Penalty: 4686.607910
	Iteration 11Q: 3 clusters Score -1171054 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1171429.500000 Penalty: 4686.607910
	Iteration 12Q: 3 clusters Score -1171430 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1171756.625000 Penalty: 4686.607910
	Iteration 13Q: 3 clusters Score -1171757 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1172024.375000 Penalty: 4686.607910
	Iteration 14Q: 3 clusters Score -1172024 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1172219.125000 Penalty: 4686.607910
	Iteration 15Q: 3 clusters Score -1172219 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1172381.500000 Penalty: 4686.607910
	Iteration 16Q: 3 clusters Score -1172382 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1172503.500000 Penalty: 4686.607910
	Iteration 17Q: 3 clusters Score -1172504 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1172588.625000 Penalty: 4686.607910
	Iteration 18Q: 3 clusters Score -1172589 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1172643.375000 Penalty: 4686.607910
	Iteration 19Q: 3 clusters Score -1172643 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1172689.875000 Penalty: 4686.607910
	Iteration 20F: 3 clusters Score -1172690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1172723.625000 Penalty: 4686.607910
	Iteration 21Q: 3 clusters Score -1172724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1172747.000000 Penalty: 4686.607910
	Iteration 22Q: 3 clusters Score -1172747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1172773.500000 Penalty: 4686.607910
	Iteration 23Q: 3 clusters Score -1172774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1172792.250000 Penalty: 4686.607910
	Iteration 24Q: 3 clusters Score -1172792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1172810.750000 Penalty: 4686.607910
	Iteration 25Q: 3 clusters Score -1172811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1172823.750000 Penalty: 4686.607910
	Iteration 26Q: 3 clusters Score -1172824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1172827.125000 Penalty: 4686.607910
	Iteration 27Q: 3 clusters Score -1172827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1172835.125000 Penalty: 4686.607910
	Iteration 28Q: 3 clusters Score -1172835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1172842.625000 Penalty: 4686.607910
	Iteration 29Q: 3 clusters Score -1172843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1172848.250000 Penalty: 4686.607910
	Iteration 30Q: 3 clusters Score -1172848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1172851.375000 Penalty: 4686.607910
	Iteration 31Q: 3 clusters Score -1172851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1172853.625000 Penalty: 4686.607910
	Iteration 32Q: 3 clusters Score -1172854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1172860.625000 Penalty: 4686.607910
	Iteration 33Q: 3 clusters Score -1172861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1172864.500000 Penalty: 4686.607910
	Iteration 34Q: 3 clusters Score -1172864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1172867.375000 Penalty: 4686.607910
	Iteration 35Q: 3 clusters Score -1172867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1172869.250000 Penalty: 4686.607910
	Iteration 36Q: 3 clusters Score -1172869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1172869.875000 Penalty: 4686.607910
	Iteration 37Q: 3 clusters Score -1172870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1172869.875000 Penalty: 4686.607910
	Iteration 38F: 3 clusters Score -1172870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Entering Unmasked Estep 
Score: -1711093.625000 Penalty: 2424.686279
	Iteration 0F: 2 clusters Score -1711094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1698588.750000 Penalty: 4849.372559
	Iteration 0F: 3 clusters Score -1698589 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1702615.750000 Penalty: 4849.372559
	Iteration 1F: 3 clusters Score -1702616 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1702950.500000 Penalty: 4849.372559
	Iteration 2F: 3 clusters Score -1702950 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1703172.250000 Penalty: 4849.372559
	Iteration 3Q: 3 clusters Score -1703172 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1703339.500000 Penalty: 4849.372559
	Iteration 4Q: 3 clusters Score -1703340 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1703465.250000 Penalty: 4849.372559
	Iteration 5Q: 3 clusters Score -1703465 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1703573.375000 Penalty: 4849.372559
	Iteration 6Q: 3 clusters Score -1703573 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1703663.750000 Penalty: 4849.372559
	Iteration 7Q: 3 clusters Score -1703664 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1703746.500000 Penalty: 4849.372559
	Iteration 8Q: 3 clusters Score -1703746 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1703812.000000 Penalty: 4849.372559
	Iteration 9Q: 3 clusters Score -1703812 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1703878.875000 Penalty: 4849.372559
	Iteration 10Q: 3 clusters Score -1703879 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1703948.625000 Penalty: 4849.372559
	Iteration 11Q: 3 clusters Score -1703949 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1703991.750000 Penalty: 4849.372559
	Iteration 12Q: 3 clusters Score -1703992 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1704042.500000 Penalty: 4849.372559
	Iteration 13Q: 3 clusters Score -1704042 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1704095.750000 Penalty: 4849.372559
	Iteration 14Q: 3 clusters Score -1704096 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1704143.375000 Penalty: 4849.372559
	Iteration 15Q: 3 clusters Score -1704143 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1704204.625000 Penalty: 4849.372559
	Iteration 16Q: 3 clusters Score -1704205 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1704283.875000 Penalty: 4849.372559
	Iteration 17Q: 3 clusters Score -1704284 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1704389.125000 Penalty: 4849.372559
	Iteration 18Q: 3 clusters Score -1704389 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1704542.125000 Penalty: 4849.372559
	Iteration 19Q: 3 clusters Score -1704542 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1704728.250000 Penalty: 4849.372559
	Iteration 20F: 3 clusters Score -1704728 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1705001.000000 Penalty: 4849.372559
	Iteration 21Q: 3 clusters Score -1705001 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1705365.000000 Penalty: 4849.372559
	Iteration 22Q: 3 clusters Score -1705365 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1705864.625000 Penalty: 4849.372559
	Iteration 23Q: 3 clusters Score -1705865 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1706419.500000 Penalty: 4849.372559
	Iteration 24Q: 3 clusters Score -1706420 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1707006.875000 Penalty: 4849.372559
	Iteration 25Q: 3 clusters Score -1707007 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1707504.500000 Penalty: 4849.372559
	Iteration 26Q: 3 clusters Score -1707504 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1707898.125000 Penalty: 4849.372559
	Iteration 27Q: 3 clusters Score -1707898 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1708218.625000 Penalty: 4849.372559
	Iteration 28Q: 3 clusters Score -1708219 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -1708446.375000 Penalty: 4849.372559
	Iteration 29Q: 3 clusters Score -1708446 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -1708609.875000 Penalty: 4849.372559
	Iteration 30Q: 3 clusters Score -1708610 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1708719.000000 Penalty: 4849.372559
	Iteration 31Q: 3 clusters Score -1708719 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1708799.625000 Penalty: 4849.372559
	Iteration 32Q: 3 clusters Score -1708800 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1708857.250000 Penalty: 4849.372559
	Iteration 33Q: 3 clusters Score -1708857 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -1708894.875000 Penalty: 4849.372559
	Iteration 34Q: 3 clusters Score -1708895 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1708925.125000 Penalty: 4849.372559
	Iteration 35Q: 3 clusters Score -1708925 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1708953.000000 Penalty: 4849.372559
	Iteration 36Q: 3 clusters Score -1708953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -1708970.250000 Penalty: 4849.372559
	Iteration 37Q: 3 clusters Score -1708970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -1708977.125000 Penalty: 4849.372559
	Iteration 38Q: 3 clusters Score -1708977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1708984.000000 Penalty: 4849.372559
	Iteration 39Q: 3 clusters Score -1708984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1708986.750000 Penalty: 4849.372559
	Iteration 40F: 3 clusters Score -1708987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1708990.500000 Penalty: 4849.372559
	Iteration 41Q: 3 clusters Score -1708990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -1708993.000000 Penalty: 4849.372559
	Iteration 42Q: 3 clusters Score -1708993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -1708996.875000 Penalty: 4849.372559
	Iteration 43Q: 3 clusters Score -1708997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -1708998.875000 Penalty: 4849.372559
	Iteration 44Q: 3 clusters Score -1708999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1709006.625000 Penalty: 4849.372559
	Iteration 45Q: 3 clusters Score -1709007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1709012.375000 Penalty: 4849.372559
	Iteration 46Q: 3 clusters Score -1709012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -1709014.000000 Penalty: 4849.372559
	Iteration 47Q: 3 clusters Score -1709014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1709014.625000 Penalty: 4849.372559
	Iteration 48Q: 3 clusters Score -1709015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -1709015.000000 Penalty: 4849.372559
	Iteration 49Q: 3 clusters Score -1709015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -1709014.375000 Penalty: 4849.372559
	Iteration 50Q: 3 clusters Score -1709014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1709015.750000 Penalty: 4849.372559
	Iteration 51Q: 3 clusters Score -1709016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1709015.750000 Penalty: 4849.372559
	Iteration 52F: 3 clusters Score -1709016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Entering Unmasked Estep 
Score: -755996.625000 Penalty: 2234.160889
	Iteration 0F: 2 clusters Score -755996.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -749515.250000 Penalty: 4468.321777
	Iteration 0F: 3 clusters Score -749515.2 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -751365.062500 Penalty: 4468.321777
	Iteration 1F: 3 clusters Score -751365.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -751678.375000 Penalty: 4468.321777
	Iteration 2F: 3 clusters Score -751678.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -751966.437500 Penalty: 4468.321777
	Iteration 3F: 3 clusters Score -751966.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -752222.625000 Penalty: 4468.321777
	Iteration 4Q: 3 clusters Score -752222.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -752416.687500 Penalty: 4468.321777
	Iteration 5Q: 3 clusters Score -752416.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -752567.062500 Penalty: 4468.321777
	Iteration 6Q: 3 clusters Score -752567.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -752685.875000 Penalty: 4468.321777
	Iteration 7Q: 3 clusters Score -752685.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -752784.125000 Penalty: 4468.321777
	Iteration 8Q: 3 clusters Score -752784.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -752862.812500 Penalty: 4468.321777
	Iteration 9Q: 3 clusters Score -752862.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -752931.062500 Penalty: 4468.321777
	Iteration 10Q: 3 clusters Score -752931.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -752993.437500 Penalty: 4468.321777
	Iteration 11Q: 3 clusters Score -752993.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -753059.312500 Penalty: 4468.321777
	Iteration 12Q: 3 clusters Score -753059.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -753144.375000 Penalty: 4468.321777
	Iteration 13Q: 3 clusters Score -753144.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -753260.250000 Penalty: 4468.321777
	Iteration 14Q: 3 clusters Score -753260.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -753387.875000 Penalty: 4468.321777
	Iteration 15Q: 3 clusters Score -753387.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -753512.500000 Penalty: 4468.321777
	Iteration 16Q: 3 clusters Score -753512.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -753646.687500 Penalty: 4468.321777
	Iteration 17Q: 3 clusters Score -753646.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -753772.625000 Penalty: 4468.321777
	Iteration 18Q: 3 clusters Score -753772.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -753902.562500 Penalty: 4468.321777
	Iteration 19Q: 3 clusters Score -753902.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -754020.937500 Penalty: 4468.321777
	Iteration 20F: 3 clusters Score -754020.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -754125.437500 Penalty: 4468.321777
	Iteration 21Q: 3 clusters Score -754125.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -754212.062500 Penalty: 4468.321777
	Iteration 22Q: 3 clusters Score -754212.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -754271.750000 Penalty: 4468.321777
	Iteration 23Q: 3 clusters Score -754271.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -754327.500000 Penalty: 4468.321777
	Iteration 24Q: 3 clusters Score -754327.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -754381.437500 Penalty: 4468.321777
	Iteration 25Q: 3 clusters Score -754381.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -754424.312500 Penalty: 4468.321777
	Iteration 26Q: 3 clusters Score -754424.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -754452.375000 Penalty: 4468.321777
	Iteration 27Q: 3 clusters Score -754452.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -754474.687500 Penalty: 4468.321777
	Iteration 28Q: 3 clusters Score -754474.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -754493.625000 Penalty: 4468.321777
	Iteration 29Q: 3 clusters Score -754493.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -754508.187500 Penalty: 4468.321777
	Iteration 30Q: 3 clusters Score -754508.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -754515.500000 Penalty: 4468.321777
	Iteration 31Q: 3 clusters Score -754515.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -754523.187500 Penalty: 4468.321777
	Iteration 32Q: 3 clusters Score -754523.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -754526.312500 Penalty: 4468.321777
	Iteration 33Q: 3 clusters Score -754526.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -754532.312500 Penalty: 4468.321777
	Iteration 34Q: 3 clusters Score -754532.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -754535.312500 Penalty: 4468.321777
	Iteration 35Q: 3 clusters Score -754535.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -754537.750000 Penalty: 4468.321777
	Iteration 36Q: 3 clusters Score -754537.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -754538.250000 Penalty: 4468.321777
	Iteration 37Q: 3 clusters Score -754538.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -754538.250000 Penalty: 4468.321777
	Iteration 38Q: 3 clusters Score -754538.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -754539.125000 Penalty: 4468.321777
	Iteration 39Q: 3 clusters Score -754539.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -754540.500000 Penalty: 4468.321777
	Iteration 40F: 3 clusters Score -754540.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -754539.875000 Penalty: 4468.321777
	Iteration 41Q: 3 clusters Score -754539.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -754540.812500 Penalty: 4468.321777
	Iteration 42Q: 3 clusters Score -754540.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -754541.437500 Penalty: 4468.321777
	Iteration 43Q: 3 clusters Score -754541.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -754543.625000 Penalty: 4468.321777
	Iteration 44Q: 3 clusters Score -754543.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -754543.562500 Penalty: 4468.321777
	Iteration 45Q: 3 clusters Score -754543.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -754543.562500 Penalty: 4468.321777
	Iteration 46F: 3 clusters Score -754543.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (65441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Entering Unmasked Estep 
Score: -6333715.500000 Penalty: 2750.048340
	Iteration 0F: 2 clusters Score -6333716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -6289960.500000 Penalty: 5500.096680
	Iteration 0F: 3 clusters Score -6289960 nChanged 30415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -6308026.000000 Penalty: 5500.096680
	Iteration 1F: 3 clusters Score -6308026 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -6309992.500000 Penalty: 5500.096680
	Iteration 2F: 3 clusters Score -6309992 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -6312673.000000 Penalty: 5500.096680
	Iteration 3F: 3 clusters Score -6312673 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -6316407.000000 Penalty: 5500.096680
	Iteration 4F: 3 clusters Score -6316407 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -6320603.000000 Penalty: 5500.096680
	Iteration 5F: 3 clusters Score -6320603 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -6323871.000000 Penalty: 5500.096680
	Iteration 6F: 3 clusters Score -6323871 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -6326043.500000 Penalty: 5500.096680
	Iteration 7F: 3 clusters Score -6326044 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -6327381.000000 Penalty: 5500.096680
	Iteration 8Q: 3 clusters Score -6327381 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -6328325.000000 Penalty: 5500.096680
	Iteration 9Q: 3 clusters Score -6328325 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -6329108.000000 Penalty: 5500.096680
	Iteration 10Q: 3 clusters Score -6329108 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -6329815.500000 Penalty: 5500.096680
	Iteration 11Q: 3 clusters Score -6329816 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -6330463.000000 Penalty: 5500.096680
	Iteration 12Q: 3 clusters Score -6330463 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -6331039.500000 Penalty: 5500.096680
	Iteration 13Q: 3 clusters Score -6331040 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -6331617.000000 Penalty: 5500.096680
	Iteration 14Q: 3 clusters Score -6331617 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 60473 members 
Entering Unmasked Estep 
Score: -6332092.500000 Penalty: 5500.096680
	Iteration 15Q: 3 clusters Score -6332092 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 60730 members 
Entering Unmasked Estep 
Score: -6332434.500000 Penalty: 5500.096680
	Iteration 16Q: 3 clusters Score -6332434 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -6332659.000000 Penalty: 5500.096680
	Iteration 17Q: 3 clusters Score -6332659 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 60955 members 
Entering Unmasked Estep 
Score: -6332874.000000 Penalty: 5500.096680
	Iteration 18Q: 3 clusters Score -6332874 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -6333001.000000 Penalty: 5500.096680
	Iteration 19Q: 3 clusters Score -6333001 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -6333059.500000 Penalty: 5500.096680
	Iteration 20F: 3 clusters Score -6333060 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -6333089.000000 Penalty: 5500.096680
	Iteration 21Q: 3 clusters Score -6333089 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -6333116.000000 Penalty: 5500.096680
	Iteration 22Q: 3 clusters Score -6333116 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 61141 members 
Entering Unmasked Estep 
Score: -6333129.500000 Penalty: 5500.096680
	Iteration 23Q: 3 clusters Score -6333130 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -6333158.000000 Penalty: 5500.096680
	Iteration 24Q: 3 clusters Score -6333158 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -6333157.000000 Penalty: 5500.096680
	Iteration 25Q: 3 clusters Score -6333157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -6333174.000000 Penalty: 5500.096680
	Iteration 26Q: 3 clusters Score -6333174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 61189 members 
Entering Unmasked Estep 
Score: -6333168.500000 Penalty: 5500.096680
	Iteration 27Q: 3 clusters Score -6333168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 61188 members 
Entering Unmasked Estep 
Score: -6333172.500000 Penalty: 5500.096680
	Iteration 28Q: 3 clusters Score -6333172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -6333178.500000 Penalty: 5500.096680
	Iteration 29Q: 3 clusters Score -6333178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -6333169.500000 Penalty: 5500.096680
	Iteration 30Q: 3 clusters Score -6333170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -6333170.000000 Penalty: 5500.096680
	Iteration 31Q: 3 clusters Score -6333170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -6333171.500000 Penalty: 5500.096680
	Iteration 32Q: 3 clusters Score -6333172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -6333181.000000 Penalty: 5500.096680
	Iteration 33Q: 3 clusters Score -6333181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -6333179.500000 Penalty: 5500.096680
	Iteration 34Q: 3 clusters Score -6333180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -6333184.000000 Penalty: 5500.096680
	Iteration 35Q: 3 clusters Score -6333184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -6333181.000000 Penalty: 5500.096680
	Iteration 36Q: 3 clusters Score -6333181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -6333185.000000 Penalty: 5500.096680
	Iteration 37Q: 3 clusters Score -6333185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -6333182.500000 Penalty: 5500.096680
	Iteration 38Q: 3 clusters Score -6333182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -6333182.500000 Penalty: 5500.096680
	Iteration 39Q: 3 clusters Score -6333182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -6333182.500000 Penalty: 5500.096680
	Iteration 40F: 3 clusters Score -6333182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (128383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128383 members 
Entering Unmasked Estep 
Score: -12452597.000000 Penalty: 2917.167725
	Iteration 0F: 2 clusters Score -1.24526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64042 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -12366686.000000 Penalty: 5834.335449
	Iteration 0F: 3 clusters Score -1.236669e+07 nChanged 61102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 64951 members 
Entering Unmasked Estep 
Score: -12401472.000000 Penalty: 5834.335449
	Iteration 1F: 3 clusters Score -1.240147e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 65442 members 
Entering Unmasked Estep 
Score: -12402004.000000 Penalty: 5834.335449
	Iteration 2Q: 3 clusters Score -1.2402e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -12402615.000000 Penalty: 5834.335449
	Iteration 3Q: 3 clusters Score -1.240262e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60829 members 
Mstep: Class 2 contains 67554 members 
Entering Unmasked Estep 
Score: -12403412.000000 Penalty: 5834.335449
	Iteration 4Q: 3 clusters Score -1.240341e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -12404389.000000 Penalty: 5834.335449
	Iteration 5Q: 3 clusters Score -1.240439e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 72418 members 
Entering Unmasked Estep 
Score: -12405847.000000 Penalty: 5834.335449
	Iteration 6Q: 3 clusters Score -1.240585e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -12408211.000000 Penalty: 5834.335449
	Iteration 7Q: 3 clusters Score -1.240821e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 82591 members 
Entering Unmasked Estep 
Score: -12412119.000000 Penalty: 5834.335449
	Iteration 8F: 3 clusters Score -1.241212e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 90485 members 
Entering Unmasked Estep 
Score: -12417858.000000 Penalty: 5834.335449
	Iteration 9F: 3 clusters Score -1.241786e+07 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 99908 members 
Entering Unmasked Estep 
Score: -12425588.000000 Penalty: 5834.335449
	Iteration 10F: 3 clusters Score -1.242559e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 109651 members 
Entering Unmasked Estep 
Score: -12433800.000000 Penalty: 5834.335449
	Iteration 11F: 3 clusters Score -1.24338e+07 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 117810 members 
Entering Unmasked Estep 
Score: -12441083.000000 Penalty: 5834.335449
	Iteration 12F: 3 clusters Score -1.244108e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 123276 members 
Entering Unmasked Estep 
Score: -12445841.000000 Penalty: 5834.335449
	Iteration 13Q: 3 clusters Score -1.244584e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 126108 members 
Entering Unmasked Estep 
Score: -12448171.000000 Penalty: 5834.335449
	Iteration 14Q: 3 clusters Score -1.244817e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 127308 members 
Entering Unmasked Estep 
Score: -12449179.000000 Penalty: 5834.335449
	Iteration 15Q: 3 clusters Score -1.244918e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 127747 members 
Entering Unmasked Estep 
Score: -12449586.000000 Penalty: 5834.335449
	Iteration 16Q: 3 clusters Score -1.244959e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 127900 members 
Entering Unmasked Estep 
Score: -12449817.000000 Penalty: 5834.335449
	Iteration 17Q: 3 clusters Score -1.244982e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 127969 members 
Entering Unmasked Estep 
Score: -12449893.000000 Penalty: 5834.335449
	Iteration 18Q: 3 clusters Score -1.244989e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 127992 members 
Entering Unmasked Estep 
Score: -12449946.000000 Penalty: 5834.335449
	Iteration 19Q: 3 clusters Score -1.244995e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 128005 members 
Entering Unmasked Estep 
Score: -12449966.000000 Penalty: 5834.335449
	Iteration 20F: 3 clusters Score -1.244997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 128015 members 
Entering Unmasked Estep 
Score: -12449975.000000 Penalty: 5834.335449
	Iteration 21Q: 3 clusters Score -1.244998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 128022 members 
Entering Unmasked Estep 
Score: -12450000.000000 Penalty: 5834.335449
	Iteration 22Q: 3 clusters Score -1.245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 128027 members 
Entering Unmasked Estep 
Score: -12450014.000000 Penalty: 5834.335449
	Iteration 23Q: 3 clusters Score -1.245001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 128032 members 
Entering Unmasked Estep 
Score: -12450022.000000 Penalty: 5834.335449
	Iteration 24Q: 3 clusters Score -1.245002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 128035 members 
Entering Unmasked Estep 
Score: -12450027.000000 Penalty: 5834.335449
	Iteration 25Q: 3 clusters Score -1.245003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 128037 members 
Entering Unmasked Estep 
Score: -12450031.000000 Penalty: 5834.335449
	Iteration 26Q: 3 clusters Score -1.245003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 128039 members 
Entering Unmasked Estep 
Score: -12450029.000000 Penalty: 5834.335449
	Iteration 27Q: 3 clusters Score -1.245003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 128039 members 
Entering Unmasked Estep 
Score: -12450029.000000 Penalty: 5834.335449
	Iteration 28F: 3 clusters Score -1.245003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Entering Unmasked Estep 
Score: -352583.875000 Penalty: 2037.857910
	Iteration 0F: 2 clusters Score -352583.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -348914.531250 Penalty: 4075.715820
	Iteration 0F: 3 clusters Score -348914.5 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -349708.875000 Penalty: 4075.715820
	Iteration 1F: 3 clusters Score -349708.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -349874.625000 Penalty: 4075.715820
	Iteration 2F: 3 clusters Score -349874.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -349953.093750 Penalty: 4075.715820
	Iteration 3Q: 3 clusters Score -349953.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -350009.750000 Penalty: 4075.715820
	Iteration 4Q: 3 clusters Score -350009.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -350052.937500 Penalty: 4075.715820
	Iteration 5Q: 3 clusters Score -350052.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -350079.468750 Penalty: 4075.715820
	Iteration 6Q: 3 clusters Score -350079.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -350102.187500 Penalty: 4075.715820
	Iteration 7Q: 3 clusters Score -350102.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -350124.281250 Penalty: 4075.715820
	Iteration 8Q: 3 clusters Score -350124.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -350144.437500 Penalty: 4075.715820
	Iteration 9Q: 3 clusters Score -350144.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -350159.437500 Penalty: 4075.715820
	Iteration 10Q: 3 clusters Score -350159.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -350171.000000 Penalty: 4075.715820
	Iteration 11Q: 3 clusters Score -350171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -350180.750000 Penalty: 4075.715820
	Iteration 12Q: 3 clusters Score -350180.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -350188.875000 Penalty: 4075.715820
	Iteration 13Q: 3 clusters Score -350188.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -350194.968750 Penalty: 4075.715820
	Iteration 14Q: 3 clusters Score -350195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -350201.093750 Penalty: 4075.715820
	Iteration 15Q: 3 clusters Score -350201.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -350206.843750 Penalty: 4075.715820
	Iteration 16Q: 3 clusters Score -350206.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -350210.875000 Penalty: 4075.715820
	Iteration 17Q: 3 clusters Score -350210.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -350215.812500 Penalty: 4075.715820
	Iteration 18Q: 3 clusters Score -350215.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -350222.062500 Penalty: 4075.715820
	Iteration 19Q: 3 clusters Score -350222.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -350225.593750 Penalty: 4075.715820
	Iteration 20F: 3 clusters Score -350225.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -350228.187500 Penalty: 4075.715820
	Iteration 21Q: 3 clusters Score -350228.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -350231.500000 Penalty: 4075.715820
	Iteration 22Q: 3 clusters Score -350231.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -350233.656250 Penalty: 4075.715820
	Iteration 23Q: 3 clusters Score -350233.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -350237.281250 Penalty: 4075.715820
	Iteration 24Q: 3 clusters Score -350237.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -350240.187500 Penalty: 4075.715820
	Iteration 25Q: 3 clusters Score -350240.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -350244.281250 Penalty: 4075.715820
	Iteration 26Q: 3 clusters Score -350244.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -350246.031250 Penalty: 4075.715820
	Iteration 27Q: 3 clusters Score -350246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -350250.593750 Penalty: 4075.715820
	Iteration 28Q: 3 clusters Score -350250.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -350253.468750 Penalty: 4075.715820
	Iteration 29Q: 3 clusters Score -350253.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -350254.812500 Penalty: 4075.715820
	Iteration 30Q: 3 clusters Score -350254.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -350258.937500 Penalty: 4075.715820
	Iteration 31Q: 3 clusters Score -350258.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -350262.593750 Penalty: 4075.715820
	Iteration 32Q: 3 clusters Score -350262.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -350266.187500 Penalty: 4075.715820
	Iteration 33Q: 3 clusters Score -350266.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -350269.750000 Penalty: 4075.715820
	Iteration 34Q: 3 clusters Score -350269.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -350273.500000 Penalty: 4075.715820
	Iteration 35Q: 3 clusters Score -350273.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -350277.843750 Penalty: 4075.715820
	Iteration 36Q: 3 clusters Score -350277.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -350282.093750 Penalty: 4075.715820
	Iteration 37Q: 3 clusters Score -350282.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -350286.031250 Penalty: 4075.715820
	Iteration 38Q: 3 clusters Score -350286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -350288.250000 Penalty: 4075.715820
	Iteration 39Q: 3 clusters Score -350288.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -350290.781250 Penalty: 4075.715820
	Iteration 40F: 3 clusters Score -350290.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -350293.437500 Penalty: 4075.715820
	Iteration 41Q: 3 clusters Score -350293.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -350295.125000 Penalty: 4075.715820
	Iteration 42Q: 3 clusters Score -350295.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -350295.406250 Penalty: 4075.715820
	Iteration 43Q: 3 clusters Score -350295.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -350298.750000 Penalty: 4075.715820
	Iteration 44Q: 3 clusters Score -350298.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -350299.343750 Penalty: 4075.715820
	Iteration 45Q: 3 clusters Score -350299.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -350300.218750 Penalty: 4075.715820
	Iteration 46Q: 3 clusters Score -350300.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -350300.125000 Penalty: 4075.715820
	Iteration 47Q: 3 clusters Score -350300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -350300.750000 Penalty: 4075.715820
	Iteration 48Q: 3 clusters Score -350300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -350301.000000 Penalty: 4075.715820
	Iteration 49Q: 3 clusters Score -350301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -350302.062500 Penalty: 4075.715820
	Iteration 50Q: 3 clusters Score -350302.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -350302.062500 Penalty: 4075.715820
	Iteration 51F: 3 clusters Score -350302.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Entering Unmasked Estep 
Score: -1482094.750000 Penalty: 2394.875244
	Iteration 0F: 2 clusters Score -1482095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1470763.375000 Penalty: 4789.750488
	Iteration 0F: 3 clusters Score -1470763 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1474370.375000 Penalty: 4789.750488
	Iteration 1F: 3 clusters Score -1474370 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1474840.250000 Penalty: 4789.750488
	Iteration 2F: 3 clusters Score -1474840 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1475315.750000 Penalty: 4789.750488
	Iteration 3F: 3 clusters Score -1475316 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1475891.375000 Penalty: 4789.750488
	Iteration 4F: 3 clusters Score -1475891 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1476582.625000 Penalty: 4789.750488
	Iteration 5F: 3 clusters Score -1476583 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1477397.750000 Penalty: 4789.750488
	Iteration 6F: 3 clusters Score -1477398 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1478239.250000 Penalty: 4789.750488
	Iteration 7F: 3 clusters Score -1478239 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1478887.625000 Penalty: 4789.750488
	Iteration 8F: 3 clusters Score -1478888 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1479346.750000 Penalty: 4789.750488
	Iteration 9Q: 3 clusters Score -1479347 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1479590.875000 Penalty: 4789.750488
	Iteration 10Q: 3 clusters Score -1479591 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1479767.750000 Penalty: 4789.750488
	Iteration 11Q: 3 clusters Score -1479768 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1479917.125000 Penalty: 4789.750488
	Iteration 12Q: 3 clusters Score -1479917 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1480055.250000 Penalty: 4789.750488
	Iteration 13Q: 3 clusters Score -1480055 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1480178.000000 Penalty: 4789.750488
	Iteration 14Q: 3 clusters Score -1480178 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1480291.875000 Penalty: 4789.750488
	Iteration 15Q: 3 clusters Score -1480292 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1480419.250000 Penalty: 4789.750488
	Iteration 16Q: 3 clusters Score -1480419 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1480547.875000 Penalty: 4789.750488
	Iteration 17Q: 3 clusters Score -1480548 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1480722.375000 Penalty: 4789.750488
	Iteration 18Q: 3 clusters Score -1480722 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1480924.875000 Penalty: 4789.750488
	Iteration 19Q: 3 clusters Score -1480925 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1481124.000000 Penalty: 4789.750488
	Iteration 20F: 3 clusters Score -1481124 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1481262.125000 Penalty: 4789.750488
	Iteration 21Q: 3 clusters Score -1481262 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1481339.375000 Penalty: 4789.750488
	Iteration 22Q: 3 clusters Score -1481339 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1481365.750000 Penalty: 4789.750488
	Iteration 23Q: 3 clusters Score -1481366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1481381.750000 Penalty: 4789.750488
	Iteration 24Q: 3 clusters Score -1481382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1481392.625000 Penalty: 4789.750488
	Iteration 25Q: 3 clusters Score -1481393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1481396.500000 Penalty: 4789.750488
	Iteration 26Q: 3 clusters Score -1481396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1481405.125000 Penalty: 4789.750488
	Iteration 27Q: 3 clusters Score -1481405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1481404.375000 Penalty: 4789.750488
	Iteration 28Q: 3 clusters Score -1481404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1481407.000000 Penalty: 4789.750488
	Iteration 29Q: 3 clusters Score -1481407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1481406.000000 Penalty: 4789.750488
	Iteration 30Q: 3 clusters Score -1481406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1481406.000000 Penalty: 4789.750488
	Iteration 31F: 3 clusters Score -1481406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (228226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228226 members 
Entering Unmasked Estep 
Score: -22465310.000000 Penalty: 3059.846680
	Iteration 0F: 2 clusters Score -2.246531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113840 members 
Mstep: Class 2 contains 114386 members 
Entering Unmasked Estep 
Score: -22312320.000000 Penalty: 6119.693359
	Iteration 0F: 3 clusters Score -2.231232e+07 nChanged 110179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108459 members 
Mstep: Class 2 contains 119767 members 
Entering Unmasked Estep 
Score: -22376842.000000 Penalty: 6119.693359
	Iteration 1F: 3 clusters Score -2.237684e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105175 members 
Mstep: Class 2 contains 123051 members 
Entering Unmasked Estep 
Score: -22377948.000000 Penalty: 6119.693359
	Iteration 2Q: 3 clusters Score -2.237795e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99928 members 
Mstep: Class 2 contains 128298 members 
Entering Unmasked Estep 
Score: -22379778.000000 Penalty: 6119.693359
	Iteration 3Q: 3 clusters Score -2.237978e+07 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91648 members 
Mstep: Class 2 contains 136578 members 
Entering Unmasked Estep 
Score: -22383850.000000 Penalty: 6119.693359
	Iteration 4Q: 3 clusters Score -2.238385e+07 nChanged 13303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79147 members 
Mstep: Class 2 contains 149079 members 
Entering Unmasked Estep 
Score: -22391592.000000 Penalty: 6119.693359
	Iteration 5F: 3 clusters Score -2.239159e+07 nChanged 17901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 166390 members 
Entering Unmasked Estep 
Score: -22405112.000000 Penalty: 6119.693359
	Iteration 6F: 3 clusters Score -2.240511e+07 nChanged 20732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 186634 members 
Entering Unmasked Estep 
Score: -22424000.000000 Penalty: 6119.693359
	Iteration 7F: 3 clusters Score -2.2424e+07 nChanged 18514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 204852 members 
Entering Unmasked Estep 
Score: -22442152.000000 Penalty: 6119.693359
	Iteration 8F: 3 clusters Score -2.244215e+07 nChanged 12022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 216748 members 
Entering Unmasked Estep 
Score: -22453136.000000 Penalty: 6119.693359
	Iteration 9F: 3 clusters Score -2.245314e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 222848 members 
Entering Unmasked Estep 
Score: -22458422.000000 Penalty: 6119.693359
	Iteration 10Q: 3 clusters Score -2.245842e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 225621 members 
Entering Unmasked Estep 
Score: -22460886.000000 Penalty: 6119.693359
	Iteration 11Q: 3 clusters Score -2.246089e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 226805 members 
Entering Unmasked Estep 
Score: -22461936.000000 Penalty: 6119.693359
	Iteration 12Q: 3 clusters Score -2.246194e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 227285 members 
Entering Unmasked Estep 
Score: -22462344.000000 Penalty: 6119.693359
	Iteration 13Q: 3 clusters Score -2.246234e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 227476 members 
Entering Unmasked Estep 
Score: -22462448.000000 Penalty: 6119.693359
	Iteration 14Q: 3 clusters Score -2.246245e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 227567 members 
Entering Unmasked Estep 
Score: -22462488.000000 Penalty: 6119.693359
	Iteration 15Q: 3 clusters Score -2.246249e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 227605 members 
Entering Unmasked Estep 
Score: -22462548.000000 Penalty: 6119.693359
	Iteration 16Q: 3 clusters Score -2.246255e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 227633 members 
Entering Unmasked Estep 
Score: -22462608.000000 Penalty: 6119.693359
	Iteration 17Q: 3 clusters Score -2.246261e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 227659 members 
Entering Unmasked Estep 
Score: -22462658.000000 Penalty: 6119.693359
	Iteration 18Q: 3 clusters Score -2.246266e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 227677 members 
Entering Unmasked Estep 
Score: -22462690.000000 Penalty: 6119.693359
	Iteration 19Q: 3 clusters Score -2.246269e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 227685 members 
Entering Unmasked Estep 
Score: -22462690.000000 Penalty: 6119.693359
	Iteration 20F: 3 clusters Score -2.246269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 227686 members 
Entering Unmasked Estep 
Score: -22462698.000000 Penalty: 6119.693359
	Iteration 21Q: 3 clusters Score -2.24627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 227690 members 
Entering Unmasked Estep 
Score: -22462702.000000 Penalty: 6119.693359
	Iteration 22Q: 3 clusters Score -2.24627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 227698 members 
Entering Unmasked Estep 
Score: -22462696.000000 Penalty: 6119.693359
	Iteration 23Q: 3 clusters Score -2.24627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 227703 members 
Entering Unmasked Estep 
Score: -22462708.000000 Penalty: 6119.693359
	Iteration 24Q: 3 clusters Score -2.246271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 227707 members 
Entering Unmasked Estep 
Score: -22462710.000000 Penalty: 6119.693359
	Iteration 25Q: 3 clusters Score -2.246271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 227711 members 
Entering Unmasked Estep 
Score: -22462714.000000 Penalty: 6119.693359
	Iteration 26Q: 3 clusters Score -2.246271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 227716 members 
Entering Unmasked Estep 
Score: -22462718.000000 Penalty: 6119.693359
	Iteration 27Q: 3 clusters Score -2.246272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 227720 members 
Entering Unmasked Estep 
Score: -22462726.000000 Penalty: 6119.693359
	Iteration 28Q: 3 clusters Score -2.246273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 227723 members 
Entering Unmasked Estep 
Score: -22462722.000000 Penalty: 6119.693359
	Iteration 29Q: 3 clusters Score -2.246272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 227727 members 
Entering Unmasked Estep 
Score: -22462738.000000 Penalty: 6119.693359
	Iteration 30Q: 3 clusters Score -2.246274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 227727 members 
Entering Unmasked Estep 
Score: -22462738.000000 Penalty: 6119.693359
	Iteration 31Q: 3 clusters Score -2.246274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 227726 members 
Entering Unmasked Estep 
Score: -22462732.000000 Penalty: 6119.693359
	Iteration 32Q: 3 clusters Score -2.246273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 227726 members 
Entering Unmasked Estep 
Score: -22462720.000000 Penalty: 6119.693359
	Iteration 33Q: 3 clusters Score -2.246272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 227726 members 
Entering Unmasked Estep 
Score: -22462720.000000 Penalty: 6119.693359
	Iteration 34F: 3 clusters Score -2.246272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Entering Unmasked Estep 
Score: -1189583.750000 Penalty: 2348.045166
	Iteration 0F: 2 clusters Score -1189584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1180064.375000 Penalty: 4696.090332
	Iteration 0F: 3 clusters Score -1180064 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1183083.125000 Penalty: 4696.090332
	Iteration 1F: 3 clusters Score -1183083 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1183511.750000 Penalty: 4696.090332
	Iteration 2F: 3 clusters Score -1183512 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1183878.750000 Penalty: 4696.090332
	Iteration 3F: 3 clusters Score -1183879 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1184227.250000 Penalty: 4696.090332
	Iteration 4F: 3 clusters Score -1184227 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1184528.875000 Penalty: 4696.090332
	Iteration 5Q: 3 clusters Score -1184529 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1184797.125000 Penalty: 4696.090332
	Iteration 6Q: 3 clusters Score -1184797 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1185130.125000 Penalty: 4696.090332
	Iteration 7Q: 3 clusters Score -1185130 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1185568.625000 Penalty: 4696.090332
	Iteration 8Q: 3 clusters Score -1185569 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1186152.375000 Penalty: 4696.090332
	Iteration 9Q: 3 clusters Score -1186152 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1186708.375000 Penalty: 4696.090332
	Iteration 10Q: 3 clusters Score -1186708 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1187175.750000 Penalty: 4696.090332
	Iteration 11Q: 3 clusters Score -1187176 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1187469.500000 Penalty: 4696.090332
	Iteration 12Q: 3 clusters Score -1187470 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1187650.625000 Penalty: 4696.090332
	Iteration 13Q: 3 clusters Score -1187651 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1187754.250000 Penalty: 4696.090332
	Iteration 14Q: 3 clusters Score -1187754 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1187815.125000 Penalty: 4696.090332
	Iteration 15Q: 3 clusters Score -1187815 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1187873.125000 Penalty: 4696.090332
	Iteration 16Q: 3 clusters Score -1187873 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1187907.375000 Penalty: 4696.090332
	Iteration 17Q: 3 clusters Score -1187907 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1187931.250000 Penalty: 4696.090332
	Iteration 18Q: 3 clusters Score -1187931 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1187944.875000 Penalty: 4696.090332
	Iteration 19Q: 3 clusters Score -1187945 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1187957.375000 Penalty: 4696.090332
	Iteration 20F: 3 clusters Score -1187957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1187964.125000 Penalty: 4696.090332
	Iteration 21Q: 3 clusters Score -1187964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1187964.125000 Penalty: 4696.090332
	Iteration 22Q: 3 clusters Score -1187964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1187970.375000 Penalty: 4696.090332
	Iteration 23Q: 3 clusters Score -1187970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1187972.250000 Penalty: 4696.090332
	Iteration 24Q: 3 clusters Score -1187972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1187974.625000 Penalty: 4696.090332
	Iteration 25Q: 3 clusters Score -1187975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1187976.875000 Penalty: 4696.090332
	Iteration 26Q: 3 clusters Score -1187977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1187980.625000 Penalty: 4696.090332
	Iteration 27Q: 3 clusters Score -1187981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1187980.750000 Penalty: 4696.090332
	Iteration 28Q: 3 clusters Score -1187981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1187982.250000 Penalty: 4696.090332
	Iteration 29Q: 3 clusters Score -1187982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1187986.375000 Penalty: 4696.090332
	Iteration 30Q: 3 clusters Score -1187986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1187992.125000 Penalty: 4696.090332
	Iteration 31Q: 3 clusters Score -1187992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1187994.375000 Penalty: 4696.090332
	Iteration 32Q: 3 clusters Score -1187994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1187991.625000 Penalty: 4696.090332
	Iteration 33Q: 3 clusters Score -1187992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1187991.125000 Penalty: 4696.090332
	Iteration 34Q: 3 clusters Score -1187991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1187994.250000 Penalty: 4696.090332
	Iteration 35Q: 3 clusters Score -1187994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1187997.750000 Penalty: 4696.090332
	Iteration 36Q: 3 clusters Score -1187998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1188001.625000 Penalty: 4696.090332
	Iteration 37Q: 3 clusters Score -1188002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1188004.125000 Penalty: 4696.090332
	Iteration 38Q: 3 clusters Score -1188004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1188008.750000 Penalty: 4696.090332
	Iteration 39Q: 3 clusters Score -1188009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1188008.875000 Penalty: 4696.090332
	Iteration 40F: 3 clusters Score -1188009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1188012.250000 Penalty: 4696.090332
	Iteration 41Q: 3 clusters Score -1188012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1188010.875000 Penalty: 4696.090332
	Iteration 42Q: 3 clusters Score -1188011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1188011.750000 Penalty: 4696.090332
	Iteration 43Q: 3 clusters Score -1188012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1188014.500000 Penalty: 4696.090332
	Iteration 44Q: 3 clusters Score -1188014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1188016.250000 Penalty: 4696.090332
	Iteration 45Q: 3 clusters Score -1188016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1188017.625000 Penalty: 4696.090332
	Iteration 46Q: 3 clusters Score -1188018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1188019.125000 Penalty: 4696.090332
	Iteration 47Q: 3 clusters Score -1188019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1188019.000000 Penalty: 4696.090332
	Iteration 48Q: 3 clusters Score -1188019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1188020.000000 Penalty: 4696.090332
	Iteration 49Q: 3 clusters Score -1188020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1188020.375000 Penalty: 4696.090332
	Iteration 50Q: 3 clusters Score -1188020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1188024.750000 Penalty: 4696.090332
	Iteration 51Q: 3 clusters Score -1188025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1188024.625000 Penalty: 4696.090332
	Iteration 52Q: 3 clusters Score -1188025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1188025.375000 Penalty: 4696.090332
	Iteration 53Q: 3 clusters Score -1188025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1188025.875000 Penalty: 4696.090332
	Iteration 54Q: 3 clusters Score -1188026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1188027.875000 Penalty: 4696.090332
	Iteration 55Q: 3 clusters Score -1188028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1188026.250000 Penalty: 4696.090332
	Iteration 56Q: 3 clusters Score -1188026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1188031.000000 Penalty: 4696.090332
	Iteration 57Q: 3 clusters Score -1188031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1188032.000000 Penalty: 4696.090332
	Iteration 58Q: 3 clusters Score -1188032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1188032.750000 Penalty: 4696.090332
	Iteration 59Q: 3 clusters Score -1188033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1188034.000000 Penalty: 4696.090332
	Iteration 60F: 3 clusters Score -1188034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1188033.750000 Penalty: 4696.090332
	Iteration 61Q: 3 clusters Score -1188034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1188036.250000 Penalty: 4696.090332
	Iteration 62Q: 3 clusters Score -1188036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1188034.500000 Penalty: 4696.090332
	Iteration 63Q: 3 clusters Score -1188034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1188038.875000 Penalty: 4696.090332
	Iteration 64Q: 3 clusters Score -1188039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1188040.125000 Penalty: 4696.090332
	Iteration 65Q: 3 clusters Score -1188040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1188040.000000 Penalty: 4696.090332
	Iteration 66Q: 3 clusters Score -1188040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1188039.625000 Penalty: 4696.090332
	Iteration 67Q: 3 clusters Score -1188040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1188041.000000 Penalty: 4696.090332
	Iteration 68Q: 3 clusters Score -1188041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1188041.500000 Penalty: 4696.090332
	Iteration 69Q: 3 clusters Score -1188042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1188041.125000 Penalty: 4696.090332
	Iteration 70Q: 3 clusters Score -1188041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1188039.875000 Penalty: 4696.090332
	Iteration 71Q: 3 clusters Score -1188040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1188040.750000 Penalty: 4696.090332
	Iteration 72Q: 3 clusters Score -1188041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1188041.125000 Penalty: 4696.090332
	Iteration 73Q: 3 clusters Score -1188041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1188041.125000 Penalty: 4696.090332
	Iteration 74F: 3 clusters Score -1188041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Entering Unmasked Estep 
Score: -917837.750000 Penalty: 2275.996094
	Iteration 0F: 2 clusters Score -917837.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -910260.437500 Penalty: 4551.992188
	Iteration 0F: 3 clusters Score -910260.4 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -912579.062500 Penalty: 4551.992188
	Iteration 1F: 3 clusters Score -912579.1 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -913104.687500 Penalty: 4551.992188
	Iteration 2F: 3 clusters Score -913104.7 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -913733.187500 Penalty: 4551.992188
	Iteration 3F: 3 clusters Score -913733.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -914530.937500 Penalty: 4551.992188
	Iteration 4F: 3 clusters Score -914530.9 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -915454.187500 Penalty: 4551.992188
	Iteration 5F: 3 clusters Score -915454.2 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -916157.875000 Penalty: 4551.992188
	Iteration 6F: 3 clusters Score -916157.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -916594.062500 Penalty: 4551.992188
	Iteration 7F: 3 clusters Score -916594.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -916828.187500 Penalty: 4551.992188
	Iteration 8Q: 3 clusters Score -916828.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -916957.875000 Penalty: 4551.992188
	Iteration 9Q: 3 clusters Score -916957.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -917024.375000 Penalty: 4551.992188
	Iteration 10Q: 3 clusters Score -917024.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -917074.812500 Penalty: 4551.992188
	Iteration 11Q: 3 clusters Score -917074.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -917108.375000 Penalty: 4551.992188
	Iteration 12Q: 3 clusters Score -917108.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -917125.125000 Penalty: 4551.992188
	Iteration 13Q: 3 clusters Score -917125.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -917142.812500 Penalty: 4551.992188
	Iteration 14Q: 3 clusters Score -917142.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -917159.312500 Penalty: 4551.992188
	Iteration 15Q: 3 clusters Score -917159.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -917171.000000 Penalty: 4551.992188
	Iteration 16Q: 3 clusters Score -917171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -917181.562500 Penalty: 4551.992188
	Iteration 17Q: 3 clusters Score -917181.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -917192.687500 Penalty: 4551.992188
	Iteration 18Q: 3 clusters Score -917192.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -917200.812500 Penalty: 4551.992188
	Iteration 19Q: 3 clusters Score -917200.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -917208.875000 Penalty: 4551.992188
	Iteration 20F: 3 clusters Score -917208.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -917217.812500 Penalty: 4551.992188
	Iteration 21Q: 3 clusters Score -917217.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -917229.000000 Penalty: 4551.992188
	Iteration 22Q: 3 clusters Score -917229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -917239.812500 Penalty: 4551.992188
	Iteration 23Q: 3 clusters Score -917239.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -917248.375000 Penalty: 4551.992188
	Iteration 24Q: 3 clusters Score -917248.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -917262.625000 Penalty: 4551.992188
	Iteration 25Q: 3 clusters Score -917262.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -917277.500000 Penalty: 4551.992188
	Iteration 26Q: 3 clusters Score -917277.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -917287.625000 Penalty: 4551.992188
	Iteration 27Q: 3 clusters Score -917287.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -917305.500000 Penalty: 4551.992188
	Iteration 28Q: 3 clusters Score -917305.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -917324.250000 Penalty: 4551.992188
	Iteration 29Q: 3 clusters Score -917324.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -917347.500000 Penalty: 4551.992188
	Iteration 30Q: 3 clusters Score -917347.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -917370.812500 Penalty: 4551.992188
	Iteration 31Q: 3 clusters Score -917370.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -917388.375000 Penalty: 4551.992188
	Iteration 32Q: 3 clusters Score -917388.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -917399.187500 Penalty: 4551.992188
	Iteration 33Q: 3 clusters Score -917399.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -917410.750000 Penalty: 4551.992188
	Iteration 34Q: 3 clusters Score -917410.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -917419.437500 Penalty: 4551.992188
	Iteration 35Q: 3 clusters Score -917419.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -917421.500000 Penalty: 4551.992188
	Iteration 36Q: 3 clusters Score -917421.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -917426.312500 Penalty: 4551.992188
	Iteration 37Q: 3 clusters Score -917426.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -917429.812500 Penalty: 4551.992188
	Iteration 38Q: 3 clusters Score -917429.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -917429.812500 Penalty: 4551.992188
	Iteration 39Q: 3 clusters Score -917429.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -917431.937500 Penalty: 4551.992188
	Iteration 40F: 3 clusters Score -917431.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -917433.187500 Penalty: 4551.992188
	Iteration 41Q: 3 clusters Score -917433.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -917436.375000 Penalty: 4551.992188
	Iteration 42Q: 3 clusters Score -917436.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -917439.937500 Penalty: 4551.992188
	Iteration 43Q: 3 clusters Score -917439.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -917446.000000 Penalty: 4551.992188
	Iteration 44Q: 3 clusters Score -917446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -917447.937500 Penalty: 4551.992188
	Iteration 45Q: 3 clusters Score -917447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -917450.250000 Penalty: 4551.992188
	Iteration 46Q: 3 clusters Score -917450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -917451.000000 Penalty: 4551.992188
	Iteration 47Q: 3 clusters Score -917451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -917452.250000 Penalty: 4551.992188
	Iteration 48Q: 3 clusters Score -917452.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -917452.187500 Penalty: 4551.992188
	Iteration 49Q: 3 clusters Score -917452.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -917452.000000 Penalty: 4551.992188
	Iteration 50Q: 3 clusters Score -917452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -917452.000000 Penalty: 4551.992188
	Iteration 51F: 3 clusters Score -917452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Entering Unmasked Estep 
Score: -1482479.500000 Penalty: 2404.890625
	Iteration 0F: 2 clusters Score -1482480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1470819.000000 Penalty: 4809.781250
	Iteration 0F: 3 clusters Score -1470819 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1474794.250000 Penalty: 4809.781250
	Iteration 1F: 3 clusters Score -1474794 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1475313.000000 Penalty: 4809.781250
	Iteration 2F: 3 clusters Score -1475313 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1475777.375000 Penalty: 4809.781250
	Iteration 3F: 3 clusters Score -1475777 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1476206.375000 Penalty: 4809.781250
	Iteration 4F: 3 clusters Score -1476206 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1476568.375000 Penalty: 4809.781250
	Iteration 5Q: 3 clusters Score -1476568 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1476904.750000 Penalty: 4809.781250
	Iteration 6Q: 3 clusters Score -1476905 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1477234.750000 Penalty: 4809.781250
	Iteration 7Q: 3 clusters Score -1477235 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1477534.125000 Penalty: 4809.781250
	Iteration 8Q: 3 clusters Score -1477534 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1477757.000000 Penalty: 4809.781250
	Iteration 9Q: 3 clusters Score -1477757 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1477928.375000 Penalty: 4809.781250
	Iteration 10Q: 3 clusters Score -1477928 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1478096.125000 Penalty: 4809.781250
	Iteration 11Q: 3 clusters Score -1478096 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1478202.625000 Penalty: 4809.781250
	Iteration 12Q: 3 clusters Score -1478203 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1478298.750000 Penalty: 4809.781250
	Iteration 13Q: 3 clusters Score -1478299 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1478401.500000 Penalty: 4809.781250
	Iteration 14Q: 3 clusters Score -1478402 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1478494.750000 Penalty: 4809.781250
	Iteration 15Q: 3 clusters Score -1478495 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1478583.250000 Penalty: 4809.781250
	Iteration 16Q: 3 clusters Score -1478583 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1478658.250000 Penalty: 4809.781250
	Iteration 17Q: 3 clusters Score -1478658 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1478747.000000 Penalty: 4809.781250
	Iteration 18Q: 3 clusters Score -1478747 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1478845.375000 Penalty: 4809.781250
	Iteration 19Q: 3 clusters Score -1478845 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1478966.625000 Penalty: 4809.781250
	Iteration 20F: 3 clusters Score -1478967 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1479114.250000 Penalty: 4809.781250
	Iteration 21Q: 3 clusters Score -1479114 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1479261.500000 Penalty: 4809.781250
	Iteration 22Q: 3 clusters Score -1479262 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1479411.125000 Penalty: 4809.781250
	Iteration 23Q: 3 clusters Score -1479411 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1479539.750000 Penalty: 4809.781250
	Iteration 24Q: 3 clusters Score -1479540 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1479648.125000 Penalty: 4809.781250
	Iteration 25Q: 3 clusters Score -1479648 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1479783.250000 Penalty: 4809.781250
	Iteration 26Q: 3 clusters Score -1479783 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1479923.000000 Penalty: 4809.781250
	Iteration 27Q: 3 clusters Score -1479923 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1480085.500000 Penalty: 4809.781250
	Iteration 28Q: 3 clusters Score -1480086 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1480221.375000 Penalty: 4809.781250
	Iteration 29Q: 3 clusters Score -1480221 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1480337.250000 Penalty: 4809.781250
	Iteration 30Q: 3 clusters Score -1480337 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1480440.750000 Penalty: 4809.781250
	Iteration 31Q: 3 clusters Score -1480441 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1480527.125000 Penalty: 4809.781250
	Iteration 32Q: 3 clusters Score -1480527 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1480596.500000 Penalty: 4809.781250
	Iteration 33Q: 3 clusters Score -1480596 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1480649.375000 Penalty: 4809.781250
	Iteration 34Q: 3 clusters Score -1480649 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1480694.250000 Penalty: 4809.781250
	Iteration 35Q: 3 clusters Score -1480694 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1480735.500000 Penalty: 4809.781250
	Iteration 36Q: 3 clusters Score -1480736 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1480774.375000 Penalty: 4809.781250
	Iteration 37Q: 3 clusters Score -1480774 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1480798.625000 Penalty: 4809.781250
	Iteration 38Q: 3 clusters Score -1480799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1480824.250000 Penalty: 4809.781250
	Iteration 39Q: 3 clusters Score -1480824 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1480845.250000 Penalty: 4809.781250
	Iteration 40F: 3 clusters Score -1480845 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1480862.875000 Penalty: 4809.781250
	Iteration 41Q: 3 clusters Score -1480863 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1480882.250000 Penalty: 4809.781250
	Iteration 42Q: 3 clusters Score -1480882 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1480905.000000 Penalty: 4809.781250
	Iteration 43Q: 3 clusters Score -1480905 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1480954.125000 Penalty: 4809.781250
	Iteration 44Q: 3 clusters Score -1480954 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1481053.250000 Penalty: 4809.781250
	Iteration 45Q: 3 clusters Score -1481053 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1481256.000000 Penalty: 4809.781250
	Iteration 46Q: 3 clusters Score -1481256 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1481440.125000 Penalty: 4809.781250
	Iteration 47Q: 3 clusters Score -1481440 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1481544.625000 Penalty: 4809.781250
	Iteration 48Q: 3 clusters Score -1481545 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1481600.875000 Penalty: 4809.781250
	Iteration 49Q: 3 clusters Score -1481601 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1481627.500000 Penalty: 4809.781250
	Iteration 50Q: 3 clusters Score -1481628 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1481639.625000 Penalty: 4809.781250
	Iteration 51Q: 3 clusters Score -1481640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1481640.375000 Penalty: 4809.781250
	Iteration 52Q: 3 clusters Score -1481640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1481648.375000 Penalty: 4809.781250
	Iteration 53Q: 3 clusters Score -1481648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1481653.875000 Penalty: 4809.781250
	Iteration 54Q: 3 clusters Score -1481654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1481659.500000 Penalty: 4809.781250
	Iteration 55Q: 3 clusters Score -1481660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1481658.750000 Penalty: 4809.781250
	Iteration 56Q: 3 clusters Score -1481659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1481661.875000 Penalty: 4809.781250
	Iteration 57Q: 3 clusters Score -1481662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1481658.750000 Penalty: 4809.781250
	Iteration 58Q: 3 clusters Score -1481659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1481656.750000 Penalty: 4809.781250
	Iteration 59Q: 3 clusters Score -1481657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1481656.875000 Penalty: 4809.781250
	Iteration 60F: 3 clusters Score -1481657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1481656.375000 Penalty: 4809.781250
	Iteration 61Q: 3 clusters Score -1481656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1481656.375000 Penalty: 4809.781250
	Iteration 62F: 3 clusters Score -1481656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Entering Unmasked Estep 
Score: -619165.000000 Penalty: 2187.240234
	Iteration 0F: 2 clusters Score -619165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -613542.750000 Penalty: 4374.480469
	Iteration 0F: 3 clusters Score -613542.8 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -615151.500000 Penalty: 4374.480469
	Iteration 1F: 3 clusters Score -615151.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -615583.125000 Penalty: 4374.480469
	Iteration 2F: 3 clusters Score -615583.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -615973.375000 Penalty: 4374.480469
	Iteration 3F: 3 clusters Score -615973.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -616397.750000 Penalty: 4374.480469
	Iteration 4F: 3 clusters Score -616397.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -616845.375000 Penalty: 4374.480469
	Iteration 5F: 3 clusters Score -616845.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -617216.187500 Penalty: 4374.480469
	Iteration 6F: 3 clusters Score -617216.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -617469.125000 Penalty: 4374.480469
	Iteration 7Q: 3 clusters Score -617469.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -617634.687500 Penalty: 4374.480469
	Iteration 8Q: 3 clusters Score -617634.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -617753.250000 Penalty: 4374.480469
	Iteration 9Q: 3 clusters Score -617753.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -617851.125000 Penalty: 4374.480469
	Iteration 10Q: 3 clusters Score -617851.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -617933.625000 Penalty: 4374.480469
	Iteration 11Q: 3 clusters Score -617933.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -617999.500000 Penalty: 4374.480469
	Iteration 12Q: 3 clusters Score -617999.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -618040.500000 Penalty: 4374.480469
	Iteration 13Q: 3 clusters Score -618040.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -618072.562500 Penalty: 4374.480469
	Iteration 14Q: 3 clusters Score -618072.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -618101.625000 Penalty: 4374.480469
	Iteration 15Q: 3 clusters Score -618101.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -618123.500000 Penalty: 4374.480469
	Iteration 16Q: 3 clusters Score -618123.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -618138.875000 Penalty: 4374.480469
	Iteration 17Q: 3 clusters Score -618138.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -618160.812500 Penalty: 4374.480469
	Iteration 18Q: 3 clusters Score -618160.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -618182.187500 Penalty: 4374.480469
	Iteration 19Q: 3 clusters Score -618182.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -618201.250000 Penalty: 4374.480469
	Iteration 20F: 3 clusters Score -618201.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -618217.187500 Penalty: 4374.480469
	Iteration 21Q: 3 clusters Score -618217.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -618230.000000 Penalty: 4374.480469
	Iteration 22Q: 3 clusters Score -618230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -618246.500000 Penalty: 4374.480469
	Iteration 23Q: 3 clusters Score -618246.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -618260.500000 Penalty: 4374.480469
	Iteration 24Q: 3 clusters Score -618260.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -618268.562500 Penalty: 4374.480469
	Iteration 25Q: 3 clusters Score -618268.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -618277.812500 Penalty: 4374.480469
	Iteration 26Q: 3 clusters Score -618277.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -618285.000000 Penalty: 4374.480469
	Iteration 27Q: 3 clusters Score -618285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -618294.437500 Penalty: 4374.480469
	Iteration 28Q: 3 clusters Score -618294.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -618297.062500 Penalty: 4374.480469
	Iteration 29Q: 3 clusters Score -618297.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -618302.937500 Penalty: 4374.480469
	Iteration 30Q: 3 clusters Score -618302.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -618307.812500 Penalty: 4374.480469
	Iteration 31Q: 3 clusters Score -618307.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -618310.687500 Penalty: 4374.480469
	Iteration 32Q: 3 clusters Score -618310.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -618314.375000 Penalty: 4374.480469
	Iteration 33Q: 3 clusters Score -618314.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -618314.937500 Penalty: 4374.480469
	Iteration 34Q: 3 clusters Score -618314.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -618319.687500 Penalty: 4374.480469
	Iteration 35Q: 3 clusters Score -618319.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -618325.125000 Penalty: 4374.480469
	Iteration 36Q: 3 clusters Score -618325.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -618330.625000 Penalty: 4374.480469
	Iteration 37Q: 3 clusters Score -618330.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -618334.375000 Penalty: 4374.480469
	Iteration 38Q: 3 clusters Score -618334.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -618336.562500 Penalty: 4374.480469
	Iteration 39Q: 3 clusters Score -618336.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -618341.812500 Penalty: 4374.480469
	Iteration 40F: 3 clusters Score -618341.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -618345.187500 Penalty: 4374.480469
	Iteration 41Q: 3 clusters Score -618345.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -618346.312500 Penalty: 4374.480469
	Iteration 42Q: 3 clusters Score -618346.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -618347.812500 Penalty: 4374.480469
	Iteration 43Q: 3 clusters Score -618347.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -618349.625000 Penalty: 4374.480469
	Iteration 44Q: 3 clusters Score -618349.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -618350.437500 Penalty: 4374.480469
	Iteration 45Q: 3 clusters Score -618350.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -618351.437500 Penalty: 4374.480469
	Iteration 46Q: 3 clusters Score -618351.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -618351.437500 Penalty: 4374.480469
	Iteration 47F: 3 clusters Score -618351.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Entering Unmasked Estep 
Score: -1020052.437500 Penalty: 2303.640869
	Iteration 0F: 2 clusters Score -1020052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1011802.812500 Penalty: 4607.281738
	Iteration 0F: 3 clusters Score -1011803 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1014321.000000 Penalty: 4607.281738
	Iteration 1F: 3 clusters Score -1014321 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1014693.250000 Penalty: 4607.281738
	Iteration 2F: 3 clusters Score -1014693 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1015053.312500 Penalty: 4607.281738
	Iteration 3F: 3 clusters Score -1015053 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1015460.562500 Penalty: 4607.281738
	Iteration 4Q: 3 clusters Score -1015461 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1015950.437500 Penalty: 4607.281738
	Iteration 5Q: 3 clusters Score -1015950 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1016419.500000 Penalty: 4607.281738
	Iteration 6F: 3 clusters Score -1016420 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1016852.875000 Penalty: 4607.281738
	Iteration 7F: 3 clusters Score -1016853 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1017319.500000 Penalty: 4607.281738
	Iteration 8F: 3 clusters Score -1017320 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1017729.562500 Penalty: 4607.281738
	Iteration 9F: 3 clusters Score -1017730 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1018102.875000 Penalty: 4607.281738
	Iteration 10Q: 3 clusters Score -1018103 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1018399.062500 Penalty: 4607.281738
	Iteration 11Q: 3 clusters Score -1018399 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1018616.062500 Penalty: 4607.281738
	Iteration 12Q: 3 clusters Score -1018616 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1018803.625000 Penalty: 4607.281738
	Iteration 13Q: 3 clusters Score -1018804 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1018955.625000 Penalty: 4607.281738
	Iteration 14Q: 3 clusters Score -1018956 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1019098.125000 Penalty: 4607.281738
	Iteration 15Q: 3 clusters Score -1019098 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1019242.875000 Penalty: 4607.281738
	Iteration 16Q: 3 clusters Score -1019243 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1019385.250000 Penalty: 4607.281738
	Iteration 17Q: 3 clusters Score -1019385 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1019548.062500 Penalty: 4607.281738
	Iteration 18Q: 3 clusters Score -1019548 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1019720.250000 Penalty: 4607.281738
	Iteration 19Q: 3 clusters Score -1019720 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1019899.187500 Penalty: 4607.281738
	Iteration 20F: 3 clusters Score -1019899 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1019999.875000 Penalty: 4607.281738
	Iteration 21Q: 3 clusters Score -1020000 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1020046.125000 Penalty: 4607.281738
	Iteration 22Q: 3 clusters Score -1020046 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1020060.000000 Penalty: 4607.281738
	Iteration 23Q: 3 clusters Score -1020060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1020070.687500 Penalty: 4607.281738
	Iteration 24Q: 3 clusters Score -1020071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1020076.875000 Penalty: 4607.281738
	Iteration 25Q: 3 clusters Score -1020077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1020081.125000 Penalty: 4607.281738
	Iteration 26Q: 3 clusters Score -1020081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1020084.000000 Penalty: 4607.281738
	Iteration 27Q: 3 clusters Score -1020084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1020083.812500 Penalty: 4607.281738
	Iteration 28Q: 3 clusters Score -1020084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1020088.687500 Penalty: 4607.281738
	Iteration 29Q: 3 clusters Score -1020089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1020092.312500 Penalty: 4607.281738
	Iteration 30Q: 3 clusters Score -1020092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1020093.187500 Penalty: 4607.281738
	Iteration 31Q: 3 clusters Score -1020093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1020094.437500 Penalty: 4607.281738
	Iteration 32Q: 3 clusters Score -1020094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1020096.125000 Penalty: 4607.281738
	Iteration 33Q: 3 clusters Score -1020096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1020097.937500 Penalty: 4607.281738
	Iteration 34Q: 3 clusters Score -1020098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1020098.187500 Penalty: 4607.281738
	Iteration 35Q: 3 clusters Score -1020098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1020101.875000 Penalty: 4607.281738
	Iteration 36Q: 3 clusters Score -1020102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1020104.062500 Penalty: 4607.281738
	Iteration 37Q: 3 clusters Score -1020104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1020103.687500 Penalty: 4607.281738
	Iteration 38Q: 3 clusters Score -1020104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1020105.437500 Penalty: 4607.281738
	Iteration 39Q: 3 clusters Score -1020105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1020105.250000 Penalty: 4607.281738
	Iteration 40F: 3 clusters Score -1020105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1020106.312500 Penalty: 4607.281738
	Iteration 41Q: 3 clusters Score -1020106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1020106.187500 Penalty: 4607.281738
	Iteration 42Q: 3 clusters Score -1020106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1020110.062500 Penalty: 4607.281738
	Iteration 43Q: 3 clusters Score -1020110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1020109.812500 Penalty: 4607.281738
	Iteration 44Q: 3 clusters Score -1020110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1020111.000000 Penalty: 4607.281738
	Iteration 45Q: 3 clusters Score -1020111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1020112.187500 Penalty: 4607.281738
	Iteration 46Q: 3 clusters Score -1020112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1020116.062500 Penalty: 4607.281738
	Iteration 47Q: 3 clusters Score -1020116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1020116.500000 Penalty: 4607.281738
	Iteration 48Q: 3 clusters Score -1020116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1020118.750000 Penalty: 4607.281738
	Iteration 49Q: 3 clusters Score -1020119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1020120.937500 Penalty: 4607.281738
	Iteration 50Q: 3 clusters Score -1020121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1020120.687500 Penalty: 4607.281738
	Iteration 51Q: 3 clusters Score -1020121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1020123.500000 Penalty: 4607.281738
	Iteration 52Q: 3 clusters Score -1020124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1020125.062500 Penalty: 4607.281738
	Iteration 53Q: 3 clusters Score -1020125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1020126.812500 Penalty: 4607.281738
	Iteration 54Q: 3 clusters Score -1020127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1020129.250000 Penalty: 4607.281738
	Iteration 55Q: 3 clusters Score -1020129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1020132.437500 Penalty: 4607.281738
	Iteration 56Q: 3 clusters Score -1020132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1020134.750000 Penalty: 4607.281738
	Iteration 57Q: 3 clusters Score -1020135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1020138.312500 Penalty: 4607.281738
	Iteration 58Q: 3 clusters Score -1020138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1020140.687500 Penalty: 4607.281738
	Iteration 59Q: 3 clusters Score -1020141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1020144.875000 Penalty: 4607.281738
	Iteration 60F: 3 clusters Score -1020145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1020144.875000 Penalty: 4607.281738
	Iteration 61Q: 3 clusters Score -1020145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1020148.062500 Penalty: 4607.281738
	Iteration 62Q: 3 clusters Score -1020148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1020152.000000 Penalty: 4607.281738
	Iteration 63Q: 3 clusters Score -1020152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1020153.812500 Penalty: 4607.281738
	Iteration 64Q: 3 clusters Score -1020154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1020155.250000 Penalty: 4607.281738
	Iteration 65Q: 3 clusters Score -1020155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1020156.812500 Penalty: 4607.281738
	Iteration 66Q: 3 clusters Score -1020157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1020156.187500 Penalty: 4607.281738
	Iteration 67Q: 3 clusters Score -1020156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1020155.562500 Penalty: 4607.281738
	Iteration 68Q: 3 clusters Score -1020156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1020156.437500 Penalty: 4607.281738
	Iteration 69Q: 3 clusters Score -1020156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1020158.062500 Penalty: 4607.281738
	Iteration 70Q: 3 clusters Score -1020158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1020158.812500 Penalty: 4607.281738
	Iteration 71Q: 3 clusters Score -1020159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1020164.750000 Penalty: 4607.281738
	Iteration 72Q: 3 clusters Score -1020165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1020167.562500 Penalty: 4607.281738
	Iteration 73Q: 3 clusters Score -1020168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1020170.250000 Penalty: 4607.281738
	Iteration 74Q: 3 clusters Score -1020170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1020170.000000 Penalty: 4607.281738
	Iteration 75Q: 3 clusters Score -1020170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1020172.750000 Penalty: 4607.281738
	Iteration 76Q: 3 clusters Score -1020173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1020172.812500 Penalty: 4607.281738
	Iteration 77Q: 3 clusters Score -1020173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1020173.562500 Penalty: 4607.281738
	Iteration 78Q: 3 clusters Score -1020174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1020175.375000 Penalty: 4607.281738
	Iteration 79Q: 3 clusters Score -1020175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1020175.375000 Penalty: 4607.281738
	Iteration 80F: 3 clusters Score -1020175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1020176.375000 Penalty: 4607.281738
	Iteration 81Q: 3 clusters Score -1020176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1020176.375000 Penalty: 4607.281738
	Iteration 82F: 3 clusters Score -1020176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 11874 members 
Mstep: Class 3 contains 22956 members 
Mstep: Class 4 contains 8387 members 
Mstep: Class 5 contains 15438 members 
Mstep: Class 6 contains 102760 members 
Mstep: Class 7 contains 8204 members 
Mstep: Class 8 contains 226736 members 
Mstep: Class 9 contains 96074 members 
Mstep: Class 10 contains 12618 members 
Mstep: Class 11 contains 9123 members 
Mstep: Class 12 contains 7985 members 
Mstep: Class 13 contains 13018 members 
Mstep: Class 14 contains 306248 members 
Mstep: Class 15 contains 218026 members 
Mstep: Class 16 contains 11074 members 
Mstep: Class 17 contains 12693 members 
Mstep: Class 18 contains 17623 members 
Mstep: Class 19 contains 8174 members 
Mstep: Class 20 contains 65441 members 
Mstep: Class 21 contains 128383 members 
Mstep: Class 22 contains 3704 members 
Mstep: Class 23 contains 15627 members 
Mstep: Class 24 contains 228226 members 
Mstep: Class 25 contains 12938 members 
Mstep: Class 26 contains 9676 members 
Mstep: Class 27 contains 16271 members 
Mstep: Class 28 contains 6765 members 
Mstep: Class 29 contains 8151 members 
Mstep: Class 30 contains 7080 members 
Mstep: Class 31 contains 34362 members 
Mstep: Class 32 contains 4635 members 
Mstep: Class 33 contains 2666 members 
Entering Unmasked Estep 
Score: -157696304.000000 Penalty: 117273.000000
Splitting cluster 29 changes total score from -157697072.000000 to -157696304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (7080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Entering Unmasked Estep 
Score: -656253.187500 Penalty: 2198.527344
	Iteration 0F: 2 clusters Score -656253.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -650431.250000 Penalty: 4397.054688
	Iteration 0F: 3 clusters Score -650431.2 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -652088.250000 Penalty: 4397.054688
	Iteration 1F: 3 clusters Score -652088.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -652378.437500 Penalty: 4397.054688
	Iteration 2F: 3 clusters Score -652378.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -652585.500000 Penalty: 4397.054688
	Iteration 3F: 3 clusters Score -652585.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -652758.062500 Penalty: 4397.054688
	Iteration 4Q: 3 clusters Score -652758.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -652895.250000 Penalty: 4397.054688
	Iteration 5Q: 3 clusters Score -652895.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -653050.937500 Penalty: 4397.054688
	Iteration 6Q: 3 clusters Score -653050.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -653224.250000 Penalty: 4397.054688
	Iteration 7Q: 3 clusters Score -653224.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -653406.187500 Penalty: 4397.054688
	Iteration 8Q: 3 clusters Score -653406.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -653611.687500 Penalty: 4397.054688
	Iteration 9Q: 3 clusters Score -653611.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -653808.937500 Penalty: 4397.054688
	Iteration 10Q: 3 clusters Score -653808.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -654008.687500 Penalty: 4397.054688
	Iteration 11Q: 3 clusters Score -654008.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -654237.500000 Penalty: 4397.054688
	Iteration 12Q: 3 clusters Score -654237.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -654476.562500 Penalty: 4397.054688
	Iteration 13Q: 3 clusters Score -654476.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -654711.062500 Penalty: 4397.054688
	Iteration 14Q: 3 clusters Score -654711.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -655017.000000 Penalty: 4397.054688
	Iteration 15Q: 3 clusters Score -655017 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -655346.687500 Penalty: 4397.054688
	Iteration 16Q: 3 clusters Score -655346.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -655558.250000 Penalty: 4397.054688
	Iteration 17Q: 3 clusters Score -655558.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -655638.875000 Penalty: 4397.054688
	Iteration 18Q: 3 clusters Score -655638.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -655686.187500 Penalty: 4397.054688
	Iteration 19Q: 3 clusters Score -655686.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -655724.687500 Penalty: 4397.054688
	Iteration 20F: 3 clusters Score -655724.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -655743.687500 Penalty: 4397.054688
	Iteration 21Q: 3 clusters Score -655743.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -655758.000000 Penalty: 4397.054688
	Iteration 22Q: 3 clusters Score -655758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -655767.500000 Penalty: 4397.054688
	Iteration 23Q: 3 clusters Score -655767.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -655772.375000 Penalty: 4397.054688
	Iteration 24Q: 3 clusters Score -655772.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -655777.062500 Penalty: 4397.054688
	Iteration 25Q: 3 clusters Score -655777.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -655779.875000 Penalty: 4397.054688
	Iteration 26Q: 3 clusters Score -655779.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -655783.562500 Penalty: 4397.054688
	Iteration 27Q: 3 clusters Score -655783.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -655788.687500 Penalty: 4397.054688
	Iteration 28Q: 3 clusters Score -655788.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -655789.875000 Penalty: 4397.054688
	Iteration 29Q: 3 clusters Score -655789.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -655794.687500 Penalty: 4397.054688
	Iteration 30Q: 3 clusters Score -655794.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -655798.875000 Penalty: 4397.054688
	Iteration 31Q: 3 clusters Score -655798.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -655803.437500 Penalty: 4397.054688
	Iteration 32Q: 3 clusters Score -655803.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -655807.312500 Penalty: 4397.054688
	Iteration 33Q: 3 clusters Score -655807.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -655809.937500 Penalty: 4397.054688
	Iteration 34Q: 3 clusters Score -655809.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -655813.062500 Penalty: 4397.054688
	Iteration 35Q: 3 clusters Score -655813.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -655815.500000 Penalty: 4397.054688
	Iteration 36Q: 3 clusters Score -655815.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -655817.687500 Penalty: 4397.054688
	Iteration 37Q: 3 clusters Score -655817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -655818.000000 Penalty: 4397.054688
	Iteration 38Q: 3 clusters Score -655818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -655817.500000 Penalty: 4397.054688
	Iteration 39Q: 3 clusters Score -655817.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -655817.875000 Penalty: 4397.054688
	Iteration 40F: 3 clusters Score -655817.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -655818.562500 Penalty: 4397.054688
	Iteration 41Q: 3 clusters Score -655818.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -655818.562500 Penalty: 4397.054688
	Iteration 42F: 3 clusters Score -655818.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (34362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Entering Unmasked Estep 
Score: -3163847.000000 Penalty: 2590.287354
	Iteration 0F: 2 clusters Score -3163847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -3140419.500000 Penalty: 5180.574707
	Iteration 0F: 3 clusters Score -3140420 nChanged 15621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -3149029.000000 Penalty: 5180.574707
	Iteration 1F: 3 clusters Score -3149029 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -3150067.000000 Penalty: 5180.574707
	Iteration 2F: 3 clusters Score -3150067 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3151430.500000 Penalty: 5180.574707
	Iteration 3F: 3 clusters Score -3151430 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3153046.250000 Penalty: 5180.574707
	Iteration 4F: 3 clusters Score -3153046 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -3154846.250000 Penalty: 5180.574707
	Iteration 5F: 3 clusters Score -3154846 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3156712.750000 Penalty: 5180.574707
	Iteration 6F: 3 clusters Score -3156713 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -3158482.250000 Penalty: 5180.574707
	Iteration 7F: 3 clusters Score -3158482 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3160221.750000 Penalty: 5180.574707
	Iteration 8F: 3 clusters Score -3160222 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -3161710.250000 Penalty: 5180.574707
	Iteration 9F: 3 clusters Score -3161710 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3162812.000000 Penalty: 5180.574707
	Iteration 10Q: 3 clusters Score -3162812 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -3163412.500000 Penalty: 5180.574707
	Iteration 11Q: 3 clusters Score -3163412 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -3163642.750000 Penalty: 5180.574707
	Iteration 12Q: 3 clusters Score -3163643 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3163805.750000 Penalty: 5180.574707
	Iteration 13Q: 3 clusters Score -3163806 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3163869.000000 Penalty: 5180.574707
	Iteration 14Q: 3 clusters Score -3163869 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3163914.000000 Penalty: 5180.574707
	Iteration 15Q: 3 clusters Score -3163914 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -3163962.000000 Penalty: 5180.574707
	Iteration 16Q: 3 clusters Score -3163962 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3163992.750000 Penalty: 5180.574707
	Iteration 17Q: 3 clusters Score -3163993 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3164016.250000 Penalty: 5180.574707
	Iteration 18Q: 3 clusters Score -3164016 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3164040.500000 Penalty: 5180.574707
	Iteration 19Q: 3 clusters Score -3164040 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -3164073.750000 Penalty: 5180.574707
	Iteration 20F: 3 clusters Score -3164074 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3164080.500000 Penalty: 5180.574707
	Iteration 21Q: 3 clusters Score -3164080 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3164070.000000 Penalty: 5180.574707
	Iteration 22Q: 3 clusters Score -3164070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3164071.000000 Penalty: 5180.574707
	Iteration 23Q: 3 clusters Score -3164071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3164077.750000 Penalty: 5180.574707
	Iteration 24Q: 3 clusters Score -3164078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -3164084.750000 Penalty: 5180.574707
	Iteration 25Q: 3 clusters Score -3164085 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -3164076.500000 Penalty: 5180.574707
	Iteration 26Q: 3 clusters Score -3164076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3164075.250000 Penalty: 5180.574707
	Iteration 27Q: 3 clusters Score -3164075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3164073.750000 Penalty: 5180.574707
	Iteration 28Q: 3 clusters Score -3164074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3164074.500000 Penalty: 5180.574707
	Iteration 29Q: 3 clusters Score -3164074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3164075.250000 Penalty: 5180.574707
	Iteration 30Q: 3 clusters Score -3164075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -3164082.000000 Penalty: 5180.574707
	Iteration 31Q: 3 clusters Score -3164082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -3164086.000000 Penalty: 5180.574707
	Iteration 32Q: 3 clusters Score -3164086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3164087.000000 Penalty: 5180.574707
	Iteration 33Q: 3 clusters Score -3164087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -3164077.000000 Penalty: 5180.574707
	Iteration 34Q: 3 clusters Score -3164077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -3164082.250000 Penalty: 5180.574707
	Iteration 35Q: 3 clusters Score -3164082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3164078.750000 Penalty: 5180.574707
	Iteration 36Q: 3 clusters Score -3164079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3164077.000000 Penalty: 5180.574707
	Iteration 37Q: 3 clusters Score -3164077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3164080.250000 Penalty: 5180.574707
	Iteration 38Q: 3 clusters Score -3164080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3164077.750000 Penalty: 5180.574707
	Iteration 39Q: 3 clusters Score -3164078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3164072.500000 Penalty: 5180.574707
	Iteration 40F: 3 clusters Score -3164072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3164073.250000 Penalty: 5180.574707
	Iteration 41Q: 3 clusters Score -3164073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3164072.500000 Penalty: 5180.574707
	Iteration 42Q: 3 clusters Score -3164072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3164071.250000 Penalty: 5180.574707
	Iteration 43Q: 3 clusters Score -3164071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3164070.500000 Penalty: 5180.574707
	Iteration 44Q: 3 clusters Score -3164070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3164066.750000 Penalty: 5180.574707
	Iteration 45Q: 3 clusters Score -3164067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3164077.250000 Penalty: 5180.574707
	Iteration 46Q: 3 clusters Score -3164077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -3164079.250000 Penalty: 5180.574707
	Iteration 47Q: 3 clusters Score -3164079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3164083.000000 Penalty: 5180.574707
	Iteration 48Q: 3 clusters Score -3164083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -3164088.750000 Penalty: 5180.574707
	Iteration 49Q: 3 clusters Score -3164089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3164092.750000 Penalty: 5180.574707
	Iteration 50Q: 3 clusters Score -3164093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3164093.500000 Penalty: 5180.574707
	Iteration 51Q: 3 clusters Score -3164094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3164096.000000 Penalty: 5180.574707
	Iteration 52Q: 3 clusters Score -3164096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -3164092.000000 Penalty: 5180.574707
	Iteration 53Q: 3 clusters Score -3164092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3164092.750000 Penalty: 5180.574707
	Iteration 54Q: 3 clusters Score -3164093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3164097.000000 Penalty: 5180.574707
	Iteration 55Q: 3 clusters Score -3164097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -3164095.250000 Penalty: 5180.574707
	Iteration 56Q: 3 clusters Score -3164095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -3164097.250000 Penalty: 5180.574707
	Iteration 57Q: 3 clusters Score -3164097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -3164097.250000 Penalty: 5180.574707
	Iteration 58Q: 3 clusters Score -3164097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3164100.250000 Penalty: 5180.574707
	Iteration 59Q: 3 clusters Score -3164100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3164101.500000 Penalty: 5180.574707
	Iteration 60F: 3 clusters Score -3164102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3164099.250000 Penalty: 5180.574707
	Iteration 61Q: 3 clusters Score -3164099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3164099.750000 Penalty: 5180.574707
	Iteration 62Q: 3 clusters Score -3164100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -3164102.500000 Penalty: 5180.574707
	Iteration 63Q: 3 clusters Score -3164102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3164105.250000 Penalty: 5180.574707
	Iteration 64Q: 3 clusters Score -3164105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3164103.250000 Penalty: 5180.574707
	Iteration 65Q: 3 clusters Score -3164103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3164102.500000 Penalty: 5180.574707
	Iteration 66Q: 3 clusters Score -3164102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3164104.000000 Penalty: 5180.574707
	Iteration 67Q: 3 clusters Score -3164104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3164104.000000 Penalty: 5180.574707
	Iteration 68Q: 3 clusters Score -3164104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -3164105.750000 Penalty: 5180.574707
	Iteration 69Q: 3 clusters Score -3164106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3164108.250000 Penalty: 5180.574707
	Iteration 70Q: 3 clusters Score -3164108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3164107.000000 Penalty: 5180.574707
	Iteration 71Q: 3 clusters Score -3164107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -3164109.750000 Penalty: 5180.574707
	Iteration 72Q: 3 clusters Score -3164110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -3164107.250000 Penalty: 5180.574707
	Iteration 73Q: 3 clusters Score -3164107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3164105.500000 Penalty: 5180.574707
	Iteration 74Q: 3 clusters Score -3164106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3164104.500000 Penalty: 5180.574707
	Iteration 75Q: 3 clusters Score -3164104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -3164101.750000 Penalty: 5180.574707
	Iteration 76Q: 3 clusters Score -3164102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3164102.500000 Penalty: 5180.574707
	Iteration 77Q: 3 clusters Score -3164102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3164105.000000 Penalty: 5180.574707
	Iteration 78Q: 3 clusters Score -3164105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -3164103.750000 Penalty: 5180.574707
	Iteration 79Q: 3 clusters Score -3164104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -3164107.750000 Penalty: 5180.574707
	Iteration 80F: 3 clusters Score -3164108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3164106.250000 Penalty: 5180.574707
	Iteration 81Q: 3 clusters Score -3164106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -3164103.250000 Penalty: 5180.574707
	Iteration 82Q: 3 clusters Score -3164103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -3164103.250000 Penalty: 5180.574707
	Iteration 83F: 3 clusters Score -3164103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 11874 members 
Mstep: Class 3 contains 22956 members 
Mstep: Class 4 contains 8387 members 
Mstep: Class 5 contains 15438 members 
Mstep: Class 6 contains 102760 members 
Mstep: Class 7 contains 8204 members 
Mstep: Class 8 contains 226736 members 
Mstep: Class 9 contains 96074 members 
Mstep: Class 10 contains 12618 members 
Mstep: Class 11 contains 9123 members 
Mstep: Class 12 contains 7985 members 
Mstep: Class 13 contains 13018 members 
Mstep: Class 14 contains 306248 members 
Mstep: Class 15 contains 218026 members 
Mstep: Class 16 contains 11074 members 
Mstep: Class 17 contains 12693 members 
Mstep: Class 18 contains 17623 members 
Mstep: Class 19 contains 8174 members 
Mstep: Class 20 contains 65441 members 
Mstep: Class 21 contains 128383 members 
Mstep: Class 22 contains 3704 members 
Mstep: Class 23 contains 15627 members 
Mstep: Class 24 contains 228226 members 
Mstep: Class 25 contains 12938 members 
Mstep: Class 26 contains 9676 members 
Mstep: Class 27 contains 16271 members 
Mstep: Class 28 contains 6765 members 
Mstep: Class 29 contains 10817 members 
Mstep: Class 30 contains 7080 members 
Mstep: Class 31 contains 18737 members 
Mstep: Class 32 contains 4635 members 
Mstep: Class 33 contains 15625 members 
Entering Unmasked Estep 
Score: -157697232.000000 Penalty: 117273.000000
Splitting cluster 31 changes total score from -157697072.000000 to -157697232.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 11874 members 
Mstep: Class 3 contains 22956 members 
Mstep: Class 4 contains 8387 members 
Mstep: Class 5 contains 15438 members 
Mstep: Class 6 contains 102760 members 
Mstep: Class 7 contains 8204 members 
Mstep: Class 8 contains 226736 members 
Mstep: Class 9 contains 96074 members 
Mstep: Class 10 contains 12618 members 
Mstep: Class 11 contains 9123 members 
Mstep: Class 12 contains 7985 members 
Mstep: Class 13 contains 13018 members 
Mstep: Class 14 contains 306248 members 
Mstep: Class 15 contains 218026 members 
Mstep: Class 16 contains 11074 members 
Mstep: Class 17 contains 12693 members 
Mstep: Class 18 contains 17623 members 
Mstep: Class 19 contains 8174 members 
Mstep: Class 20 contains 65441 members 
Mstep: Class 21 contains 128383 members 
Mstep: Class 22 contains 3704 members 
Mstep: Class 23 contains 15627 members 
Mstep: Class 24 contains 228226 members 
Mstep: Class 25 contains 12938 members 
Mstep: Class 26 contains 9676 members 
Mstep: Class 27 contains 16271 members 
Mstep: Class 28 contains 6765 members 
Mstep: Class 29 contains 10817 members 
Mstep: Class 30 contains 7080 members 
Mstep: Class 31 contains 18737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699456.000000 Penalty: 117273.000000
Iteration 119Q: 34 clusters Score -1.576995e+08 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 11845 members 
Mstep: Class 3 contains 22942 members 
Mstep: Class 4 contains 8656 members 
Mstep: Class 5 contains 15431 members 
Mstep: Class 6 contains 102749 members 
Mstep: Class 7 contains 8205 members 
Mstep: Class 8 contains 226655 members 
Mstep: Class 9 contains 96150 members 
Mstep: Class 10 contains 12611 members 
Mstep: Class 11 contains 9120 members 
Mstep: Class 12 contains 7985 members 
Mstep: Class 13 contains 13052 members 
Mstep: Class 14 contains 306852 members 
Mstep: Class 15 contains 217972 members 
Mstep: Class 16 contains 11106 members 
Mstep: Class 17 contains 12735 members 
Mstep: Class 18 contains 17617 members 
Mstep: Class 19 contains 8142 members 
Mstep: Class 20 contains 65545 members 
Mstep: Class 21 contains 128382 members 
Mstep: Class 22 contains 3707 members 
Mstep: Class 23 contains 15607 members 
Mstep: Class 24 contains 228207 members 
Mstep: Class 25 contains 12951 members 
Mstep: Class 26 contains 9665 members 
Mstep: Class 27 contains 16285 members 
Mstep: Class 28 contains 6737 members 
Mstep: Class 29 contains 10939 members 
Mstep: Class 30 contains 7102 members 
Mstep: Class 31 contains 18283 members 
Mstep: Class 32 contains 4494 members 
Mstep: Class 33 contains 15039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701312.000000 Penalty: 117273.000000
Iteration 120F: 34 clusters Score -1.577013e+08 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 11819 members 
Mstep: Class 3 contains 22926 members 
Mstep: Class 4 contains 8840 members 
Mstep: Class 5 contains 15429 members 
Mstep: Class 6 contains 102710 members 
Mstep: Class 7 contains 8210 members 
Mstep: Class 8 contains 226562 members 
Mstep: Class 9 contains 96203 members 
Mstep: Class 10 contains 12559 members 
Mstep: Class 11 contains 9114 members 
Mstep: Class 12 contains 7986 members 
Mstep: Class 13 contains 12996 members 
Mstep: Class 14 contains 306694 members 
Mstep: Class 15 contains 217898 members 
Mstep: Class 16 contains 11087 members 
Mstep: Class 17 contains 12749 members 
Mstep: Class 18 contains 17613 members 
Mstep: Class 19 contains 8090 members 
Mstep: Class 20 contains 64886 members 
Mstep: Class 21 contains 128363 members 
Mstep: Class 22 contains 3711 members 
Mstep: Class 23 contains 15589 members 
Mstep: Class 24 contains 228197 members 
Mstep: Class 25 contains 12943 members 
Mstep: Class 26 contains 9654 members 
Mstep: Class 27 contains 16280 members 
Mstep: Class 28 contains 6712 members 
Mstep: Class 29 contains 11001 members 
Mstep: Class 30 contains 7110 members 
Mstep: Class 31 contains 18002 members 
Mstep: Class 32 contains 5211 members 
Mstep: Class 33 contains 15392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701936.000000 Penalty: 117273.000000
Iteration 121Q: 34 clusters Score -1.577019e+08 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 22906 members 
Mstep: Class 4 contains 8987 members 
Mstep: Class 5 contains 15425 members 
Mstep: Class 6 contains 102673 members 
Mstep: Class 7 contains 8208 members 
Mstep: Class 8 contains 226452 members 
Mstep: Class 9 contains 96295 members 
Mstep: Class 10 contains 12506 members 
Mstep: Class 11 contains 9108 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 12953 members 
Mstep: Class 14 contains 306597 members 
Mstep: Class 15 contains 217826 members 
Mstep: Class 16 contains 11085 members 
Mstep: Class 17 contains 12768 members 
Mstep: Class 18 contains 17610 members 
Mstep: Class 19 contains 8045 members 
Mstep: Class 20 contains 64451 members 
Mstep: Class 21 contains 128331 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 15585 members 
Mstep: Class 24 contains 228184 members 
Mstep: Class 25 contains 12931 members 
Mstep: Class 26 contains 9650 members 
Mstep: Class 27 contains 16289 members 
Mstep: Class 28 contains 6694 members 
Mstep: Class 29 contains 11041 members 
Mstep: Class 30 contains 7118 members 
Mstep: Class 31 contains 17819 members 
Mstep: Class 32 contains 5649 members 
Mstep: Class 33 contains 15608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701888.000000 Penalty: 117273.000000
Iteration 122Q: 34 clusters Score -1.577019e+08 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 11801 members 
Mstep: Class 3 contains 22883 members 
Mstep: Class 4 contains 9096 members 
Mstep: Class 5 contains 15422 members 
Mstep: Class 6 contains 102638 members 
Mstep: Class 7 contains 8195 members 
Mstep: Class 8 contains 226361 members 
Mstep: Class 9 contains 96407 members 
Mstep: Class 10 contains 12470 members 
Mstep: Class 11 contains 9104 members 
Mstep: Class 12 contains 7989 members 
Mstep: Class 13 contains 12920 members 
Mstep: Class 14 contains 306506 members 
Mstep: Class 15 contains 217782 members 
Mstep: Class 16 contains 11093 members 
Mstep: Class 17 contains 12800 members 
Mstep: Class 18 contains 17604 members 
Mstep: Class 19 contains 7995 members 
Mstep: Class 20 contains 64158 members 
Mstep: Class 21 contains 128308 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 15582 members 
Mstep: Class 24 contains 228182 members 
Mstep: Class 25 contains 12946 members 
Mstep: Class 26 contains 9646 members 
Mstep: Class 27 contains 16288 members 
Mstep: Class 28 contains 6668 members 
Mstep: Class 29 contains 11083 members 
Mstep: Class 30 contains 7137 members 
Mstep: Class 31 contains 17658 members 
Mstep: Class 32 contains 5948 members 
Mstep: Class 33 contains 15739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702112.000000 Penalty: 117273.000000
Iteration 123Q: 34 clusters Score -1.577021e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 11787 members 
Mstep: Class 3 contains 22863 members 
Mstep: Class 4 contains 9182 members 
Mstep: Class 5 contains 15421 members 
Mstep: Class 6 contains 102602 members 
Mstep: Class 7 contains 8185 members 
Mstep: Class 8 contains 226267 members 
Mstep: Class 9 contains 96486 members 
Mstep: Class 10 contains 12446 members 
Mstep: Class 11 contains 9102 members 
Mstep: Class 12 contains 7993 members 
Mstep: Class 13 contains 12907 members 
Mstep: Class 14 contains 306448 members 
Mstep: Class 15 contains 217764 members 
Mstep: Class 16 contains 11085 members 
Mstep: Class 17 contains 12831 members 
Mstep: Class 18 contains 17607 members 
Mstep: Class 19 contains 7947 members 
Mstep: Class 20 contains 63960 members 
Mstep: Class 21 contains 128298 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 15580 members 
Mstep: Class 24 contains 228170 members 
Mstep: Class 25 contains 12963 members 
Mstep: Class 26 contains 9649 members 
Mstep: Class 27 contains 16299 members 
Mstep: Class 28 contains 6635 members 
Mstep: Class 29 contains 11116 members 
Mstep: Class 30 contains 7144 members 
Mstep: Class 31 contains 17516 members 
Mstep: Class 32 contains 6152 members 
Mstep: Class 33 contains 15850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702160.000000 Penalty: 117273.000000
Iteration 124Q: 34 clusters Score -1.577022e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 11795 members 
Mstep: Class 3 contains 22846 members 
Mstep: Class 4 contains 9236 members 
Mstep: Class 5 contains 15421 members 
Mstep: Class 6 contains 102561 members 
Mstep: Class 7 contains 8188 members 
Mstep: Class 8 contains 226176 members 
Mstep: Class 9 contains 96547 members 
Mstep: Class 10 contains 12428 members 
Mstep: Class 11 contains 9099 members 
Mstep: Class 12 contains 7996 members 
Mstep: Class 13 contains 12912 members 
Mstep: Class 14 contains 306412 members 
Mstep: Class 15 contains 217727 members 
Mstep: Class 16 contains 11091 members 
Mstep: Class 17 contains 12858 members 
Mstep: Class 18 contains 17606 members 
Mstep: Class 19 contains 7903 members 
Mstep: Class 20 contains 63834 members 
Mstep: Class 21 contains 128271 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 15571 members 
Mstep: Class 24 contains 228168 members 
Mstep: Class 25 contains 12984 members 
Mstep: Class 26 contains 9656 members 
Mstep: Class 27 contains 16287 members 
Mstep: Class 28 contains 6612 members 
Mstep: Class 29 contains 11138 members 
Mstep: Class 30 contains 7141 members 
Mstep: Class 31 contains 17424 members 
Mstep: Class 32 contains 6273 members 
Mstep: Class 33 contains 15928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702688.000000 Penalty: 117273.000000
Iteration 125Q: 34 clusters Score -1.577027e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 11809 members 
Mstep: Class 3 contains 22830 members 
Mstep: Class 4 contains 9264 members 
Mstep: Class 5 contains 15424 members 
Mstep: Class 6 contains 102530 members 
Mstep: Class 7 contains 8199 members 
Mstep: Class 8 contains 226060 members 
Mstep: Class 9 contains 96602 members 
Mstep: Class 10 contains 12420 members 
Mstep: Class 11 contains 9093 members 
Mstep: Class 12 contains 8000 members 
Mstep: Class 13 contains 12916 members 
Mstep: Class 14 contains 306367 members 
Mstep: Class 15 contains 217708 members 
Mstep: Class 16 contains 11108 members 
Mstep: Class 17 contains 12886 members 
Mstep: Class 18 contains 17599 members 
Mstep: Class 19 contains 7868 members 
Mstep: Class 20 contains 63754 members 
Mstep: Class 21 contains 128250 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 15565 members 
Mstep: Class 24 contains 228168 members 
Mstep: Class 25 contains 12985 members 
Mstep: Class 26 contains 9660 members 
Mstep: Class 27 contains 16279 members 
Mstep: Class 28 contains 6581 members 
Mstep: Class 29 contains 11155 members 
Mstep: Class 30 contains 7142 members 
Mstep: Class 31 contains 17336 members 
Mstep: Class 32 contains 6368 members 
Mstep: Class 33 contains 15988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702800.000000 Penalty: 117273.000000
Iteration 126Q: 34 clusters Score -1.577028e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 11818 members 
Mstep: Class 3 contains 22807 members 
Mstep: Class 4 contains 9293 members 
Mstep: Class 5 contains 15420 members 
Mstep: Class 6 contains 102516 members 
Mstep: Class 7 contains 8202 members 
Mstep: Class 8 contains 225969 members 
Mstep: Class 9 contains 96644 members 
Mstep: Class 10 contains 12401 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12905 members 
Mstep: Class 14 contains 306360 members 
Mstep: Class 15 contains 217689 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 12913 members 
Mstep: Class 18 contains 17596 members 
Mstep: Class 19 contains 7841 members 
Mstep: Class 20 contains 63689 members 
Mstep: Class 21 contains 128245 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 15563 members 
Mstep: Class 24 contains 228164 members 
Mstep: Class 25 contains 12974 members 
Mstep: Class 26 contains 9668 members 
Mstep: Class 27 contains 16288 members 
Mstep: Class 28 contains 6536 members 
Mstep: Class 29 contains 11163 members 
Mstep: Class 30 contains 7139 members 
Mstep: Class 31 contains 17291 members 
Mstep: Class 32 contains 6449 members 
Mstep: Class 33 contains 16023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702976.000000 Penalty: 117273.000000
Iteration 127Q: 34 clusters Score -1.57703e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 11823 members 
Mstep: Class 3 contains 22789 members 
Mstep: Class 4 contains 9323 members 
Mstep: Class 5 contains 15418 members 
Mstep: Class 6 contains 102491 members 
Mstep: Class 7 contains 8204 members 
Mstep: Class 8 contains 225881 members 
Mstep: Class 9 contains 96679 members 
Mstep: Class 10 contains 12384 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 8005 members 
Mstep: Class 13 contains 12891 members 
Mstep: Class 14 contains 306356 members 
Mstep: Class 15 contains 217676 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 12928 members 
Mstep: Class 18 contains 17593 members 
Mstep: Class 19 contains 7812 members 
Mstep: Class 20 contains 63628 members 
Mstep: Class 21 contains 128245 members 
Mstep: Class 22 contains 3750 members 
Mstep: Class 23 contains 15562 members 
Mstep: Class 24 contains 228156 members 
Mstep: Class 25 contains 12971 members 
Mstep: Class 26 contains 9667 members 
Mstep: Class 27 contains 16297 members 
Mstep: Class 28 contains 6500 members 
Mstep: Class 29 contains 11169 members 
Mstep: Class 30 contains 7142 members 
Mstep: Class 31 contains 17257 members 
Mstep: Class 32 contains 6518 members 
Mstep: Class 33 contains 16068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702784.000000 Penalty: 117273.000000
Iteration 128Q: 34 clusters Score -1.577028e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 11829 members 
Mstep: Class 3 contains 22773 members 
Mstep: Class 4 contains 9344 members 
Mstep: Class 5 contains 15414 members 
Mstep: Class 6 contains 102465 members 
Mstep: Class 7 contains 8210 members 
Mstep: Class 8 contains 225803 members 
Mstep: Class 9 contains 96706 members 
Mstep: Class 10 contains 12373 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306353 members 
Mstep: Class 15 contains 217671 members 
Mstep: Class 16 contains 11133 members 
Mstep: Class 17 contains 12943 members 
Mstep: Class 18 contains 17590 members 
Mstep: Class 19 contains 7786 members 
Mstep: Class 20 contains 63588 members 
Mstep: Class 21 contains 128245 members 
Mstep: Class 22 contains 3755 members 
Mstep: Class 23 contains 15561 members 
Mstep: Class 24 contains 228147 members 
Mstep: Class 25 contains 12973 members 
Mstep: Class 26 contains 9669 members 
Mstep: Class 27 contains 16298 members 
Mstep: Class 28 contains 6474 members 
Mstep: Class 29 contains 11183 members 
Mstep: Class 30 contains 7142 members 
Mstep: Class 31 contains 17208 members 
Mstep: Class 32 contains 6560 members 
Mstep: Class 33 contains 16101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702848.000000 Penalty: 117273.000000
Iteration 129Q: 34 clusters Score -1.577028e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 11829 members 
Mstep: Class 3 contains 22751 members 
Mstep: Class 4 contains 9364 members 
Mstep: Class 5 contains 15408 members 
Mstep: Class 6 contains 102434 members 
Mstep: Class 7 contains 8216 members 
Mstep: Class 8 contains 225731 members 
Mstep: Class 9 contains 96725 members 
Mstep: Class 10 contains 12365 members 
Mstep: Class 11 contains 9084 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12872 members 
Mstep: Class 14 contains 306359 members 
Mstep: Class 15 contains 217677 members 
Mstep: Class 16 contains 11140 members 
Mstep: Class 17 contains 12950 members 
Mstep: Class 18 contains 17581 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 63546 members 
Mstep: Class 21 contains 128254 members 
Mstep: Class 22 contains 3759 members 
Mstep: Class 23 contains 15558 members 
Mstep: Class 24 contains 228141 members 
Mstep: Class 25 contains 12972 members 
Mstep: Class 26 contains 9678 members 
Mstep: Class 27 contains 16301 members 
Mstep: Class 28 contains 6441 members 
Mstep: Class 29 contains 11200 members 
Mstep: Class 30 contains 7144 members 
Mstep: Class 31 contains 17162 members 
Mstep: Class 32 contains 6607 members 
Mstep: Class 33 contains 16123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702704.000000 Penalty: 117273.000000
Iteration 130Q: 34 clusters Score -1.577027e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 11824 members 
Mstep: Class 3 contains 22731 members 
Mstep: Class 4 contains 9393 members 
Mstep: Class 5 contains 15399 members 
Mstep: Class 6 contains 102410 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 225661 members 
Mstep: Class 9 contains 96753 members 
Mstep: Class 10 contains 12352 members 
Mstep: Class 11 contains 9082 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 12871 members 
Mstep: Class 14 contains 306346 members 
Mstep: Class 15 contains 217678 members 
Mstep: Class 16 contains 11141 members 
Mstep: Class 17 contains 12958 members 
Mstep: Class 18 contains 17582 members 
Mstep: Class 19 contains 7751 members 
Mstep: Class 20 contains 63520 members 
Mstep: Class 21 contains 128261 members 
Mstep: Class 22 contains 3761 members 
Mstep: Class 23 contains 15557 members 
Mstep: Class 24 contains 228136 members 
Mstep: Class 25 contains 12968 members 
Mstep: Class 26 contains 9682 members 
Mstep: Class 27 contains 16302 members 
Mstep: Class 28 contains 6409 members 
Mstep: Class 29 contains 11215 members 
Mstep: Class 30 contains 7146 members 
Mstep: Class 31 contains 17126 members 
Mstep: Class 32 contains 6631 members 
Mstep: Class 33 contains 16149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702928.000000 Penalty: 117273.000000
Iteration 131Q: 34 clusters Score -1.577029e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 11810 members 
Mstep: Class 3 contains 22715 members 
Mstep: Class 4 contains 9417 members 
Mstep: Class 5 contains 15393 members 
Mstep: Class 6 contains 102385 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 225591 members 
Mstep: Class 9 contains 96796 members 
Mstep: Class 10 contains 12348 members 
Mstep: Class 11 contains 9082 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12869 members 
Mstep: Class 14 contains 306343 members 
Mstep: Class 15 contains 217677 members 
Mstep: Class 16 contains 11134 members 
Mstep: Class 17 contains 12962 members 
Mstep: Class 18 contains 17581 members 
Mstep: Class 19 contains 7734 members 
Mstep: Class 20 contains 63501 members 
Mstep: Class 21 contains 128271 members 
Mstep: Class 22 contains 3764 members 
Mstep: Class 23 contains 15561 members 
Mstep: Class 24 contains 228134 members 
Mstep: Class 25 contains 12979 members 
Mstep: Class 26 contains 9683 members 
Mstep: Class 27 contains 16305 members 
Mstep: Class 28 contains 6382 members 
Mstep: Class 29 contains 11230 members 
Mstep: Class 30 contains 7145 members 
Mstep: Class 31 contains 17099 members 
Mstep: Class 32 contains 6650 members 
Mstep: Class 33 contains 16164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702864.000000 Penalty: 117273.000000
Iteration 132Q: 34 clusters Score -1.577029e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 11795 members 
Mstep: Class 3 contains 22703 members 
Mstep: Class 4 contains 9444 members 
Mstep: Class 5 contains 15385 members 
Mstep: Class 6 contains 102359 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 225542 members 
Mstep: Class 9 contains 96810 members 
Mstep: Class 10 contains 12344 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12869 members 
Mstep: Class 14 contains 306331 members 
Mstep: Class 15 contains 217689 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 12962 members 
Mstep: Class 18 contains 17585 members 
Mstep: Class 19 contains 7709 members 
Mstep: Class 20 contains 63489 members 
Mstep: Class 21 contains 128276 members 
Mstep: Class 22 contains 3766 members 
Mstep: Class 23 contains 15565 members 
Mstep: Class 24 contains 228136 members 
Mstep: Class 25 contains 12997 members 
Mstep: Class 26 contains 9685 members 
Mstep: Class 27 contains 16304 members 
Mstep: Class 28 contains 6356 members 
Mstep: Class 29 contains 11242 members 
Mstep: Class 30 contains 7150 members 
Mstep: Class 31 contains 17063 members 
Mstep: Class 32 contains 6658 members 
Mstep: Class 33 contains 16187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702944.000000 Penalty: 117273.000000
Iteration 133Q: 34 clusters Score -1.577029e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 11789 members 
Mstep: Class 3 contains 22691 members 
Mstep: Class 4 contains 9471 members 
Mstep: Class 5 contains 15383 members 
Mstep: Class 6 contains 102331 members 
Mstep: Class 7 contains 8218 members 
Mstep: Class 8 contains 225493 members 
Mstep: Class 9 contains 96830 members 
Mstep: Class 10 contains 12348 members 
Mstep: Class 11 contains 9076 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12869 members 
Mstep: Class 14 contains 306311 members 
Mstep: Class 15 contains 217688 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 12962 members 
Mstep: Class 18 contains 17589 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 63473 members 
Mstep: Class 21 contains 128279 members 
Mstep: Class 22 contains 3773 members 
Mstep: Class 23 contains 15566 members 
Mstep: Class 24 contains 228136 members 
Mstep: Class 25 contains 13009 members 
Mstep: Class 26 contains 9682 members 
Mstep: Class 27 contains 16301 members 
Mstep: Class 28 contains 6322 members 
Mstep: Class 29 contains 11255 members 
Mstep: Class 30 contains 7152 members 
Mstep: Class 31 contains 17035 members 
Mstep: Class 32 contains 6672 members 
Mstep: Class 33 contains 16212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702992.000000 Penalty: 117273.000000
Iteration 134Q: 34 clusters Score -1.57703e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 11787 members 
Mstep: Class 3 contains 22683 members 
Mstep: Class 4 contains 9493 members 
Mstep: Class 5 contains 15377 members 
Mstep: Class 6 contains 102301 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 225450 members 
Mstep: Class 9 contains 96854 members 
Mstep: Class 10 contains 12345 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 12868 members 
Mstep: Class 14 contains 306298 members 
Mstep: Class 15 contains 217700 members 
Mstep: Class 16 contains 11122 members 
Mstep: Class 17 contains 12969 members 
Mstep: Class 18 contains 17591 members 
Mstep: Class 19 contains 7686 members 
Mstep: Class 20 contains 63460 members 
Mstep: Class 21 contains 128286 members 
Mstep: Class 22 contains 3778 members 
Mstep: Class 23 contains 15563 members 
Mstep: Class 24 contains 228135 members 
Mstep: Class 25 contains 13007 members 
Mstep: Class 26 contains 9683 members 
Mstep: Class 27 contains 16304 members 
Mstep: Class 28 contains 6288 members 
Mstep: Class 29 contains 11269 members 
Mstep: Class 30 contains 7150 members 
Mstep: Class 31 contains 17009 members 
Mstep: Class 32 contains 6686 members 
Mstep: Class 33 contains 16228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703280.000000 Penalty: 117273.000000
Iteration 135Q: 34 clusters Score -1.577033e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 11780 members 
Mstep: Class 3 contains 22681 members 
Mstep: Class 4 contains 9503 members 
Mstep: Class 5 contains 15371 members 
Mstep: Class 6 contains 102273 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 225406 members 
Mstep: Class 9 contains 96869 members 
Mstep: Class 10 contains 12336 members 
Mstep: Class 11 contains 9074 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12864 members 
Mstep: Class 14 contains 306295 members 
Mstep: Class 15 contains 217704 members 
Mstep: Class 16 contains 11120 members 
Mstep: Class 17 contains 12973 members 
Mstep: Class 18 contains 17599 members 
Mstep: Class 19 contains 7676 members 
Mstep: Class 20 contains 63449 members 
Mstep: Class 21 contains 128290 members 
Mstep: Class 22 contains 3786 members 
Mstep: Class 23 contains 15562 members 
Mstep: Class 24 contains 228131 members 
Mstep: Class 25 contains 13008 members 
Mstep: Class 26 contains 9683 members 
Mstep: Class 27 contains 16307 members 
Mstep: Class 28 contains 6268 members 
Mstep: Class 29 contains 11277 members 
Mstep: Class 30 contains 7150 members 
Mstep: Class 31 contains 16997 members 
Mstep: Class 32 contains 6697 members 
Mstep: Class 33 contains 16243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703328.000000 Penalty: 117273.000000
Iteration 136Q: 34 clusters Score -1.577033e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 11764 members 
Mstep: Class 3 contains 22674 members 
Mstep: Class 4 contains 9528 members 
Mstep: Class 5 contains 15366 members 
Mstep: Class 6 contains 102246 members 
Mstep: Class 7 contains 8220 members 
Mstep: Class 8 contains 225372 members 
Mstep: Class 9 contains 96902 members 
Mstep: Class 10 contains 12337 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12858 members 
Mstep: Class 14 contains 306290 members 
Mstep: Class 15 contains 217703 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 12974 members 
Mstep: Class 18 contains 17600 members 
Mstep: Class 19 contains 7663 members 
Mstep: Class 20 contains 63437 members 
Mstep: Class 21 contains 128287 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 15558 members 
Mstep: Class 24 contains 228128 members 
Mstep: Class 25 contains 13007 members 
Mstep: Class 26 contains 9687 members 
Mstep: Class 27 contains 16314 members 
Mstep: Class 28 contains 6252 members 
Mstep: Class 29 contains 11288 members 
Mstep: Class 30 contains 7152 members 
Mstep: Class 31 contains 16988 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 16260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703328.000000 Penalty: 117273.000000
Iteration 137Q: 34 clusters Score -1.577033e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 11753 members 
Mstep: Class 3 contains 22662 members 
Mstep: Class 4 contains 9553 members 
Mstep: Class 5 contains 15359 members 
Mstep: Class 6 contains 102226 members 
Mstep: Class 7 contains 8220 members 
Mstep: Class 8 contains 225339 members 
Mstep: Class 9 contains 96924 members 
Mstep: Class 10 contains 12335 members 
Mstep: Class 11 contains 9072 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12854 members 
Mstep: Class 14 contains 306286 members 
Mstep: Class 15 contains 217707 members 
Mstep: Class 16 contains 11114 members 
Mstep: Class 17 contains 12971 members 
Mstep: Class 18 contains 17605 members 
Mstep: Class 19 contains 7650 members 
Mstep: Class 20 contains 63429 members 
Mstep: Class 21 contains 128292 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 15559 members 
Mstep: Class 24 contains 228125 members 
Mstep: Class 25 contains 13012 members 
Mstep: Class 26 contains 9691 members 
Mstep: Class 27 contains 16317 members 
Mstep: Class 28 contains 6247 members 
Mstep: Class 29 contains 11295 members 
Mstep: Class 30 contains 7153 members 
Mstep: Class 31 contains 16976 members 
Mstep: Class 32 contains 6716 members 
Mstep: Class 33 contains 16270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703312.000000 Penalty: 117273.000000
Iteration 138Q: 34 clusters Score -1.577033e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 11743 members 
Mstep: Class 3 contains 22659 members 
Mstep: Class 4 contains 9575 members 
Mstep: Class 5 contains 15350 members 
Mstep: Class 6 contains 102204 members 
Mstep: Class 7 contains 8218 members 
Mstep: Class 8 contains 225299 members 
Mstep: Class 9 contains 96955 members 
Mstep: Class 10 contains 12337 members 
Mstep: Class 11 contains 9070 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12853 members 
Mstep: Class 14 contains 306279 members 
Mstep: Class 15 contains 217712 members 
Mstep: Class 16 contains 11112 members 
Mstep: Class 17 contains 12969 members 
Mstep: Class 18 contains 17610 members 
Mstep: Class 19 contains 7638 members 
Mstep: Class 20 contains 63421 members 
Mstep: Class 21 contains 128288 members 
Mstep: Class 22 contains 3812 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 228123 members 
Mstep: Class 25 contains 13016 members 
Mstep: Class 26 contains 9691 members 
Mstep: Class 27 contains 16318 members 
Mstep: Class 28 contains 6239 members 
Mstep: Class 29 contains 11299 members 
Mstep: Class 30 contains 7155 members 
Mstep: Class 31 contains 16971 members 
Mstep: Class 32 contains 6722 members 
Mstep: Class 33 contains 16273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703424.000000 Penalty: 117273.000000
Iteration 139Q: 34 clusters Score -1.577034e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 22653 members 
Mstep: Class 4 contains 9588 members 
Mstep: Class 5 contains 15344 members 
Mstep: Class 6 contains 102189 members 
Mstep: Class 7 contains 8220 members 
Mstep: Class 8 contains 225259 members 
Mstep: Class 9 contains 96984 members 
Mstep: Class 10 contains 12335 members 
Mstep: Class 11 contains 9069 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12853 members 
Mstep: Class 14 contains 306276 members 
Mstep: Class 15 contains 217718 members 
Mstep: Class 16 contains 11107 members 
Mstep: Class 17 contains 12967 members 
Mstep: Class 18 contains 17607 members 
Mstep: Class 19 contains 7623 members 
Mstep: Class 20 contains 63413 members 
Mstep: Class 21 contains 128282 members 
Mstep: Class 22 contains 3824 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 228125 members 
Mstep: Class 25 contains 13027 members 
Mstep: Class 26 contains 9696 members 
Mstep: Class 27 contains 16316 members 
Mstep: Class 28 contains 6224 members 
Mstep: Class 29 contains 11307 members 
Mstep: Class 30 contains 7156 members 
Mstep: Class 31 contains 16965 members 
Mstep: Class 32 contains 6735 members 
Mstep: Class 33 contains 16277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703552.000000 Penalty: 117273.000000
Iteration 140F: 34 clusters Score -1.577036e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 11717 members 
Mstep: Class 3 contains 22645 members 
Mstep: Class 4 contains 9604 members 
Mstep: Class 5 contains 15337 members 
Mstep: Class 6 contains 102174 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 225209 members 
Mstep: Class 9 contains 97007 members 
Mstep: Class 10 contains 12335 members 
Mstep: Class 11 contains 9068 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12854 members 
Mstep: Class 14 contains 306266 members 
Mstep: Class 15 contains 217729 members 
Mstep: Class 16 contains 11105 members 
Mstep: Class 17 contains 12973 members 
Mstep: Class 18 contains 17612 members 
Mstep: Class 19 contains 7611 members 
Mstep: Class 20 contains 63400 members 
Mstep: Class 21 contains 128290 members 
Mstep: Class 22 contains 3839 members 
Mstep: Class 23 contains 15551 members 
Mstep: Class 24 contains 228124 members 
Mstep: Class 25 contains 13030 members 
Mstep: Class 26 contains 9700 members 
Mstep: Class 27 contains 16315 members 
Mstep: Class 28 contains 6211 members 
Mstep: Class 29 contains 11313 members 
Mstep: Class 30 contains 7154 members 
Mstep: Class 31 contains 16952 members 
Mstep: Class 32 contains 6745 members 
Mstep: Class 33 contains 16282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703376.000000 Penalty: 117273.000000
Iteration 141Q: 34 clusters Score -1.577034e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 11704 members 
Mstep: Class 3 contains 22638 members 
Mstep: Class 4 contains 9626 members 
Mstep: Class 5 contains 15332 members 
Mstep: Class 6 contains 102158 members 
Mstep: Class 7 contains 8216 members 
Mstep: Class 8 contains 225163 members 
Mstep: Class 9 contains 97033 members 
Mstep: Class 10 contains 12335 members 
Mstep: Class 11 contains 9065 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12852 members 
Mstep: Class 14 contains 306262 members 
Mstep: Class 15 contains 217733 members 
Mstep: Class 16 contains 11105 members 
Mstep: Class 17 contains 12984 members 
Mstep: Class 18 contains 17613 members 
Mstep: Class 19 contains 7600 members 
Mstep: Class 20 contains 63391 members 
Mstep: Class 21 contains 128294 members 
Mstep: Class 22 contains 3846 members 
Mstep: Class 23 contains 15552 members 
Mstep: Class 24 contains 228121 members 
Mstep: Class 25 contains 13033 members 
Mstep: Class 26 contains 9702 members 
Mstep: Class 27 contains 16317 members 
Mstep: Class 28 contains 6192 members 
Mstep: Class 29 contains 11315 members 
Mstep: Class 30 contains 7154 members 
Mstep: Class 31 contains 16939 members 
Mstep: Class 32 contains 6753 members 
Mstep: Class 33 contains 16288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703424.000000 Penalty: 117273.000000
Iteration 142Q: 34 clusters Score -1.577034e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 11692 members 
Mstep: Class 3 contains 22633 members 
Mstep: Class 4 contains 9641 members 
Mstep: Class 5 contains 15331 members 
Mstep: Class 6 contains 102145 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 225127 members 
Mstep: Class 9 contains 97049 members 
Mstep: Class 10 contains 12334 members 
Mstep: Class 11 contains 9063 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12849 members 
Mstep: Class 14 contains 306262 members 
Mstep: Class 15 contains 217736 members 
Mstep: Class 16 contains 11100 members 
Mstep: Class 17 contains 12989 members 
Mstep: Class 18 contains 17620 members 
Mstep: Class 19 contains 7591 members 
Mstep: Class 20 contains 63383 members 
Mstep: Class 21 contains 128279 members 
Mstep: Class 22 contains 3851 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 228120 members 
Mstep: Class 25 contains 13035 members 
Mstep: Class 26 contains 9704 members 
Mstep: Class 27 contains 16315 members 
Mstep: Class 28 contains 6180 members 
Mstep: Class 29 contains 11317 members 
Mstep: Class 30 contains 7156 members 
Mstep: Class 31 contains 16932 members 
Mstep: Class 32 contains 6758 members 
Mstep: Class 33 contains 16293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703568.000000 Penalty: 117273.000000
Iteration 143Q: 34 clusters Score -1.577036e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 11683 members 
Mstep: Class 3 contains 22631 members 
Mstep: Class 4 contains 9652 members 
Mstep: Class 5 contains 15331 members 
Mstep: Class 6 contains 102132 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 225087 members 
Mstep: Class 9 contains 97073 members 
Mstep: Class 10 contains 12333 members 
Mstep: Class 11 contains 9062 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12849 members 
Mstep: Class 14 contains 306262 members 
Mstep: Class 15 contains 217742 members 
Mstep: Class 16 contains 11096 members 
Mstep: Class 17 contains 12989 members 
Mstep: Class 18 contains 17627 members 
Mstep: Class 19 contains 7585 members 
Mstep: Class 20 contains 63376 members 
Mstep: Class 21 contains 128269 members 
Mstep: Class 22 contains 3853 members 
Mstep: Class 23 contains 15550 members 
Mstep: Class 24 contains 228111 members 
Mstep: Class 25 contains 13034 members 
Mstep: Class 26 contains 9704 members 
Mstep: Class 27 contains 16321 members 
Mstep: Class 28 contains 6163 members 
Mstep: Class 29 contains 11321 members 
Mstep: Class 30 contains 7156 members 
Mstep: Class 31 contains 16923 members 
Mstep: Class 32 contains 6765 members 
Mstep: Class 33 contains 16299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703536.000000 Penalty: 117273.000000
Iteration 144Q: 34 clusters Score -1.577035e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 11674 members 
Mstep: Class 3 contains 22629 members 
Mstep: Class 4 contains 9668 members 
Mstep: Class 5 contains 15332 members 
Mstep: Class 6 contains 102117 members 
Mstep: Class 7 contains 8216 members 
Mstep: Class 8 contains 225049 members 
Mstep: Class 9 contains 97100 members 
Mstep: Class 10 contains 12334 members 
Mstep: Class 11 contains 9061 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12851 members 
Mstep: Class 14 contains 306258 members 
Mstep: Class 15 contains 217747 members 
Mstep: Class 16 contains 11096 members 
Mstep: Class 17 contains 12989 members 
Mstep: Class 18 contains 17633 members 
Mstep: Class 19 contains 7578 members 
Mstep: Class 20 contains 63363 members 
Mstep: Class 21 contains 128254 members 
Mstep: Class 22 contains 3857 members 
Mstep: Class 23 contains 15550 members 
Mstep: Class 24 contains 228107 members 
Mstep: Class 25 contains 13036 members 
Mstep: Class 26 contains 9704 members 
Mstep: Class 27 contains 16323 members 
Mstep: Class 28 contains 6147 members 
Mstep: Class 29 contains 11326 members 
Mstep: Class 30 contains 7154 members 
Mstep: Class 31 contains 16917 members 
Mstep: Class 32 contains 6772 members 
Mstep: Class 33 contains 16301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703344.000000 Penalty: 117273.000000
Iteration 145Q: 34 clusters Score -1.577033e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 11677 members 
Mstep: Class 3 contains 22619 members 
Mstep: Class 4 contains 9684 members 
Mstep: Class 5 contains 15329 members 
Mstep: Class 6 contains 102104 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 225005 members 
Mstep: Class 9 contains 97126 members 
Mstep: Class 10 contains 12334 members 
Mstep: Class 11 contains 9059 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12852 members 
Mstep: Class 14 contains 306249 members 
Mstep: Class 15 contains 217750 members 
Mstep: Class 16 contains 11097 members 
Mstep: Class 17 contains 12998 members 
Mstep: Class 18 contains 17638 members 
Mstep: Class 19 contains 7569 members 
Mstep: Class 20 contains 63353 members 
Mstep: Class 21 contains 128240 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 15547 members 
Mstep: Class 24 contains 228107 members 
Mstep: Class 25 contains 13037 members 
Mstep: Class 26 contains 9705 members 
Mstep: Class 27 contains 16329 members 
Mstep: Class 28 contains 6131 members 
Mstep: Class 29 contains 11329 members 
Mstep: Class 30 contains 7150 members 
Mstep: Class 31 contains 16905 members 
Mstep: Class 32 contains 6775 members 
Mstep: Class 33 contains 16308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703280.000000 Penalty: 117273.000000
Iteration 146Q: 34 clusters Score -1.577033e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 11678 members 
Mstep: Class 3 contains 22615 members 
Mstep: Class 4 contains 9690 members 
Mstep: Class 5 contains 15330 members 
Mstep: Class 6 contains 102095 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 224966 members 
Mstep: Class 9 contains 97145 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 11 contains 9057 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12853 members 
Mstep: Class 14 contains 306247 members 
Mstep: Class 15 contains 217750 members 
Mstep: Class 16 contains 11097 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 17641 members 
Mstep: Class 19 contains 7555 members 
Mstep: Class 20 contains 63347 members 
Mstep: Class 21 contains 128222 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 228104 members 
Mstep: Class 25 contains 13038 members 
Mstep: Class 26 contains 9706 members 
Mstep: Class 27 contains 16333 members 
Mstep: Class 28 contains 6122 members 
Mstep: Class 29 contains 11335 members 
Mstep: Class 30 contains 7148 members 
Mstep: Class 31 contains 16896 members 
Mstep: Class 32 contains 6778 members 
Mstep: Class 33 contains 16314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703264.000000 Penalty: 117273.000000
Iteration 147Q: 34 clusters Score -1.577033e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 11679 members 
Mstep: Class 3 contains 22610 members 
Mstep: Class 4 contains 9694 members 
Mstep: Class 5 contains 15329 members 
Mstep: Class 6 contains 102076 members 
Mstep: Class 7 contains 8220 members 
Mstep: Class 8 contains 224924 members 
Mstep: Class 9 contains 97161 members 
Mstep: Class 10 contains 12329 members 
Mstep: Class 11 contains 9052 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12854 members 
Mstep: Class 14 contains 306243 members 
Mstep: Class 15 contains 217753 members 
Mstep: Class 16 contains 11095 members 
Mstep: Class 17 contains 13006 members 
Mstep: Class 18 contains 17648 members 
Mstep: Class 19 contains 7543 members 
Mstep: Class 20 contains 63342 members 
Mstep: Class 21 contains 128211 members 
Mstep: Class 22 contains 3861 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 228108 members 
Mstep: Class 25 contains 13045 members 
Mstep: Class 26 contains 9706 members 
Mstep: Class 27 contains 16336 members 
Mstep: Class 28 contains 6111 members 
Mstep: Class 29 contains 11337 members 
Mstep: Class 30 contains 7145 members 
Mstep: Class 31 contains 16881 members 
Mstep: Class 32 contains 6781 members 
Mstep: Class 33 contains 16318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703520.000000 Penalty: 117273.000000
Iteration 148Q: 34 clusters Score -1.577035e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 11669 members 
Mstep: Class 3 contains 22608 members 
Mstep: Class 4 contains 9701 members 
Mstep: Class 5 contains 15331 members 
Mstep: Class 6 contains 102069 members 
Mstep: Class 7 contains 8223 members 
Mstep: Class 8 contains 224889 members 
Mstep: Class 9 contains 97178 members 
Mstep: Class 10 contains 12328 members 
Mstep: Class 11 contains 9048 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12853 members 
Mstep: Class 14 contains 306241 members 
Mstep: Class 15 contains 217756 members 
Mstep: Class 16 contains 11094 members 
Mstep: Class 17 contains 13009 members 
Mstep: Class 18 contains 17654 members 
Mstep: Class 19 contains 7534 members 
Mstep: Class 20 contains 63341 members 
Mstep: Class 21 contains 128205 members 
Mstep: Class 22 contains 3866 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 228110 members 
Mstep: Class 25 contains 13051 members 
Mstep: Class 26 contains 9709 members 
Mstep: Class 27 contains 16337 members 
Mstep: Class 28 contains 6099 members 
Mstep: Class 29 contains 11338 members 
Mstep: Class 30 contains 7141 members 
Mstep: Class 31 contains 16868 members 
Mstep: Class 32 contains 6782 members 
Mstep: Class 33 contains 16318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703488.000000 Penalty: 117273.000000
Iteration 149Q: 34 clusters Score -1.577035e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 11662 members 
Mstep: Class 3 contains 22606 members 
Mstep: Class 4 contains 9718 members 
Mstep: Class 5 contains 15329 members 
Mstep: Class 6 contains 102055 members 
Mstep: Class 7 contains 8224 members 
Mstep: Class 8 contains 224847 members 
Mstep: Class 9 contains 97188 members 
Mstep: Class 10 contains 12330 members 
Mstep: Class 11 contains 9048 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12854 members 
Mstep: Class 14 contains 306242 members 
Mstep: Class 15 contains 217763 members 
Mstep: Class 16 contains 11092 members 
Mstep: Class 17 contains 13012 members 
Mstep: Class 18 contains 17658 members 
Mstep: Class 19 contains 7525 members 
Mstep: Class 20 contains 63340 members 
Mstep: Class 21 contains 128206 members 
Mstep: Class 22 contains 3870 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 228111 members 
Mstep: Class 25 contains 13052 members 
Mstep: Class 26 contains 9712 members 
Mstep: Class 27 contains 16336 members 
Mstep: Class 28 contains 6091 members 
Mstep: Class 29 contains 11339 members 
Mstep: Class 30 contains 7140 members 
Mstep: Class 31 contains 16854 members 
Mstep: Class 32 contains 6783 members 
Mstep: Class 33 contains 16319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703408.000000 Penalty: 117273.000000
Iteration 150Q: 34 clusters Score -1.577034e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 11665 members 
Mstep: Class 3 contains 22602 members 
Mstep: Class 4 contains 9732 members 
Mstep: Class 5 contains 15327 members 
Mstep: Class 6 contains 102042 members 
Mstep: Class 7 contains 8225 members 
Mstep: Class 8 contains 224808 members 
Mstep: Class 9 contains 97197 members 
Mstep: Class 10 contains 12330 members 
Mstep: Class 11 contains 9048 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12852 members 
Mstep: Class 14 contains 306238 members 
Mstep: Class 15 contains 217769 members 
Mstep: Class 16 contains 11092 members 
Mstep: Class 17 contains 13020 members 
Mstep: Class 18 contains 17660 members 
Mstep: Class 19 contains 7515 members 
Mstep: Class 20 contains 63339 members 
Mstep: Class 21 contains 128190 members 
Mstep: Class 22 contains 3878 members 
Mstep: Class 23 contains 15545 members 
Mstep: Class 24 contains 228111 members 
Mstep: Class 25 contains 13055 members 
Mstep: Class 26 contains 9714 members 
Mstep: Class 27 contains 16335 members 
Mstep: Class 28 contains 6084 members 
Mstep: Class 29 contains 11343 members 
Mstep: Class 30 contains 7144 members 
Mstep: Class 31 contains 16839 members 
Mstep: Class 32 contains 6784 members 
Mstep: Class 33 contains 16318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703376.000000 Penalty: 117273.000000
Iteration 151Q: 34 clusters Score -1.577034e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 11671 members 
Mstep: Class 3 contains 22599 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 15325 members 
Mstep: Class 6 contains 102035 members 
Mstep: Class 7 contains 8225 members 
Mstep: Class 8 contains 224766 members 
Mstep: Class 9 contains 97201 members 
Mstep: Class 10 contains 12329 members 
Mstep: Class 11 contains 9048 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12853 members 
Mstep: Class 14 contains 306234 members 
Mstep: Class 15 contains 217774 members 
Mstep: Class 16 contains 11091 members 
Mstep: Class 17 contains 13022 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 7504 members 
Mstep: Class 20 contains 63336 members 
Mstep: Class 21 contains 128181 members 
Mstep: Class 22 contains 3884 members 
Mstep: Class 23 contains 15546 members 
Mstep: Class 24 contains 228109 members 
Mstep: Class 25 contains 13062 members 
Mstep: Class 26 contains 9714 members 
Mstep: Class 27 contains 16338 members 
Mstep: Class 28 contains 6074 members 
Mstep: Class 29 contains 11347 members 
Mstep: Class 30 contains 7147 members 
Mstep: Class 31 contains 16828 members 
Mstep: Class 32 contains 6786 members 
Mstep: Class 33 contains 16320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703392.000000 Penalty: 117273.000000
Iteration 152Q: 34 clusters Score -1.577034e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 22599 members 
Mstep: Class 4 contains 9751 members 
Mstep: Class 5 contains 15321 members 
Mstep: Class 6 contains 102023 members 
Mstep: Class 7 contains 8223 members 
Mstep: Class 8 contains 224744 members 
Mstep: Class 9 contains 97210 members 
Mstep: Class 10 contains 12330 members 
Mstep: Class 11 contains 9048 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12853 members 
Mstep: Class 14 contains 306230 members 
Mstep: Class 15 contains 217776 members 
Mstep: Class 16 contains 11093 members 
Mstep: Class 17 contains 13021 members 
Mstep: Class 18 contains 17664 members 
Mstep: Class 19 contains 7497 members 
Mstep: Class 20 contains 63334 members 
Mstep: Class 21 contains 128188 members 
Mstep: Class 22 contains 3890 members 
Mstep: Class 23 contains 15547 members 
Mstep: Class 24 contains 228107 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 9714 members 
Mstep: Class 27 contains 16343 members 
Mstep: Class 28 contains 6055 members 
Mstep: Class 29 contains 11351 members 
Mstep: Class 30 contains 7148 members 
Mstep: Class 31 contains 16819 members 
Mstep: Class 32 contains 6787 members 
Mstep: Class 33 contains 16322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703488.000000 Penalty: 117273.000000
Iteration 153Q: 34 clusters Score -1.577035e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 3 contains 22598 members 
Mstep: Class 4 contains 9757 members 
Mstep: Class 5 contains 15314 members 
Mstep: Class 6 contains 102009 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 224718 members 
Mstep: Class 9 contains 97217 members 
Mstep: Class 10 contains 12331 members 
Mstep: Class 11 contains 9048 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12853 members 
Mstep: Class 14 contains 306230 members 
Mstep: Class 15 contains 217777 members 
Mstep: Class 16 contains 11092 members 
Mstep: Class 17 contains 13020 members 
Mstep: Class 18 contains 17666 members 
Mstep: Class 19 contains 7490 members 
Mstep: Class 20 contains 63333 members 
Mstep: Class 21 contains 128189 members 
Mstep: Class 22 contains 3896 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 228109 members 
Mstep: Class 25 contains 13067 members 
Mstep: Class 26 contains 9716 members 
Mstep: Class 27 contains 16345 members 
Mstep: Class 28 contains 6040 members 
Mstep: Class 29 contains 11355 members 
Mstep: Class 30 contains 7149 members 
Mstep: Class 31 contains 16812 members 
Mstep: Class 32 contains 6787 members 
Mstep: Class 33 contains 16323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703712.000000 Penalty: 117273.000000
Iteration 154Q: 34 clusters Score -1.577037e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 11672 members 
Mstep: Class 3 contains 22597 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 15310 members 
Mstep: Class 6 contains 102005 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224695 members 
Mstep: Class 9 contains 97225 members 
Mstep: Class 10 contains 12330 members 
Mstep: Class 11 contains 9047 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12853 members 
Mstep: Class 14 contains 306229 members 
Mstep: Class 15 contains 217779 members 
Mstep: Class 16 contains 11094 members 
Mstep: Class 17 contains 13021 members 
Mstep: Class 18 contains 17673 members 
Mstep: Class 19 contains 7483 members 
Mstep: Class 20 contains 63333 members 
Mstep: Class 21 contains 128176 members 
Mstep: Class 22 contains 3901 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 228110 members 
Mstep: Class 25 contains 13069 members 
Mstep: Class 26 contains 9716 members 
Mstep: Class 27 contains 16346 members 
Mstep: Class 28 contains 6026 members 
Mstep: Class 29 contains 11359 members 
Mstep: Class 30 contains 7149 members 
Mstep: Class 31 contains 16804 members 
Mstep: Class 32 contains 6789 members 
Mstep: Class 33 contains 16323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703568.000000 Penalty: 117273.000000
Iteration 155Q: 34 clusters Score -1.577036e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 11676 members 
Mstep: Class 3 contains 22597 members 
Mstep: Class 4 contains 9775 members 
Mstep: Class 5 contains 15309 members 
Mstep: Class 6 contains 101996 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224669 members 
Mstep: Class 9 contains 97231 members 
Mstep: Class 10 contains 12330 members 
Mstep: Class 11 contains 9046 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12852 members 
Mstep: Class 14 contains 306231 members 
Mstep: Class 15 contains 217785 members 
Mstep: Class 16 contains 11097 members 
Mstep: Class 17 contains 13022 members 
Mstep: Class 18 contains 17677 members 
Mstep: Class 19 contains 7476 members 
Mstep: Class 20 contains 63331 members 
Mstep: Class 21 contains 128165 members 
Mstep: Class 22 contains 3908 members 
Mstep: Class 23 contains 15547 members 
Mstep: Class 24 contains 228109 members 
Mstep: Class 25 contains 13070 members 
Mstep: Class 26 contains 9715 members 
Mstep: Class 27 contains 16347 members 
Mstep: Class 28 contains 6017 members 
Mstep: Class 29 contains 11362 members 
Mstep: Class 30 contains 7150 members 
Mstep: Class 31 contains 16795 members 
Mstep: Class 32 contains 6792 members 
Mstep: Class 33 contains 16323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703616.000000 Penalty: 117273.000000
Iteration 156Q: 34 clusters Score -1.577036e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 11688 members 
Mstep: Class 3 contains 22595 members 
Mstep: Class 4 contains 9785 members 
Mstep: Class 5 contains 15309 members 
Mstep: Class 6 contains 101985 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224644 members 
Mstep: Class 9 contains 97243 members 
Mstep: Class 10 contains 12330 members 
Mstep: Class 11 contains 9041 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 12852 members 
Mstep: Class 14 contains 306229 members 
Mstep: Class 15 contains 217782 members 
Mstep: Class 16 contains 11099 members 
Mstep: Class 17 contains 13023 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 7474 members 
Mstep: Class 20 contains 63329 members 
Mstep: Class 21 contains 128144 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 228111 members 
Mstep: Class 25 contains 13074 members 
Mstep: Class 26 contains 9711 members 
Mstep: Class 27 contains 16347 members 
Mstep: Class 28 contains 6008 members 
Mstep: Class 29 contains 11367 members 
Mstep: Class 30 contains 7151 members 
Mstep: Class 31 contains 16788 members 
Mstep: Class 32 contains 6794 members 
Mstep: Class 33 contains 16326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703568.000000 Penalty: 117273.000000
Iteration 157Q: 34 clusters Score -1.577036e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 11694 members 
Mstep: Class 3 contains 22593 members 
Mstep: Class 4 contains 9794 members 
Mstep: Class 5 contains 15309 members 
Mstep: Class 6 contains 101977 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224623 members 
Mstep: Class 9 contains 97256 members 
Mstep: Class 10 contains 12331 members 
Mstep: Class 11 contains 9035 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12853 members 
Mstep: Class 14 contains 306224 members 
Mstep: Class 15 contains 217778 members 
Mstep: Class 16 contains 11103 members 
Mstep: Class 17 contains 13025 members 
Mstep: Class 18 contains 17683 members 
Mstep: Class 19 contains 7471 members 
Mstep: Class 20 contains 63326 members 
Mstep: Class 21 contains 128130 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 15549 members 
Mstep: Class 24 contains 228111 members 
Mstep: Class 25 contains 13076 members 
Mstep: Class 26 contains 9711 members 
Mstep: Class 27 contains 16346 members 
Mstep: Class 28 contains 6000 members 
Mstep: Class 29 contains 11369 members 
Mstep: Class 30 contains 7151 members 
Mstep: Class 31 contains 16782 members 
Mstep: Class 32 contains 6794 members 
Mstep: Class 33 contains 16331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703664.000000 Penalty: 117273.000000
Iteration 158Q: 34 clusters Score -1.577037e+08 nChanged 159
Entering ConstructFrom: 
Score: -157703664.000000 Penalty: 117273.000000
Entering ConstructFrom: 
Trying to split cluster 1 (22476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Entering Unmasked Estep 
Score: -2005323.250000 Penalty: 2485.010498
	Iteration 0F: 2 clusters Score -2005323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1989740.375000 Penalty: 4970.020996
	Iteration 0F: 3 clusters Score -1989740 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1995463.125000 Penalty: 4970.020996
	Iteration 1F: 3 clusters Score -1995463 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1996189.875000 Penalty: 4970.020996
	Iteration 2F: 3 clusters Score -1996190 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1997020.375000 Penalty: 4970.020996
	Iteration 3F: 3 clusters Score -1997020 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1997937.750000 Penalty: 4970.020996
	Iteration 4F: 3 clusters Score -1997938 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1998822.500000 Penalty: 4970.020996
	Iteration 5F: 3 clusters Score -1998822 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1999543.875000 Penalty: 4970.020996
	Iteration 6F: 3 clusters Score -1999544 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2000132.500000 Penalty: 4970.020996
	Iteration 7F: 3 clusters Score -2000132 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2000622.125000 Penalty: 4970.020996
	Iteration 8Q: 3 clusters Score -2000622 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2001050.750000 Penalty: 4970.020996
	Iteration 9Q: 3 clusters Score -2001051 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2001446.250000 Penalty: 4970.020996
	Iteration 10Q: 3 clusters Score -2001446 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2001751.375000 Penalty: 4970.020996
	Iteration 11Q: 3 clusters Score -2001751 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2002031.000000 Penalty: 4970.020996
	Iteration 12Q: 3 clusters Score -2002031 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2002245.625000 Penalty: 4970.020996
	Iteration 13Q: 3 clusters Score -2002246 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2002451.875000 Penalty: 4970.020996
	Iteration 14Q: 3 clusters Score -2002452 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2002603.250000 Penalty: 4970.020996
	Iteration 15Q: 3 clusters Score -2002603 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2002696.500000 Penalty: 4970.020996
	Iteration 16Q: 3 clusters Score -2002696 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2002768.000000 Penalty: 4970.020996
	Iteration 17Q: 3 clusters Score -2002768 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2002806.000000 Penalty: 4970.020996
	Iteration 18Q: 3 clusters Score -2002806 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2002840.625000 Penalty: 4970.020996
	Iteration 19Q: 3 clusters Score -2002841 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2002871.500000 Penalty: 4970.020996
	Iteration 20F: 3 clusters Score -2002872 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2002889.000000 Penalty: 4970.020996
	Iteration 21Q: 3 clusters Score -2002889 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2002899.500000 Penalty: 4970.020996
	Iteration 22Q: 3 clusters Score -2002900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2002917.750000 Penalty: 4970.020996
	Iteration 23Q: 3 clusters Score -2002918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2002924.750000 Penalty: 4970.020996
	Iteration 24Q: 3 clusters Score -2002925 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2002935.500000 Penalty: 4970.020996
	Iteration 25Q: 3 clusters Score -2002936 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2002940.625000 Penalty: 4970.020996
	Iteration 26Q: 3 clusters Score -2002941 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2002948.625000 Penalty: 4970.020996
	Iteration 27Q: 3 clusters Score -2002949 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2002946.750000 Penalty: 4970.020996
	Iteration 28Q: 3 clusters Score -2002947 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2002956.875000 Penalty: 4970.020996
	Iteration 29Q: 3 clusters Score -2002957 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2002964.625000 Penalty: 4970.020996
	Iteration 30Q: 3 clusters Score -2002965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2002972.000000 Penalty: 4970.020996
	Iteration 31Q: 3 clusters Score -2002972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2002971.750000 Penalty: 4970.020996
	Iteration 32Q: 3 clusters Score -2002972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2002967.250000 Penalty: 4970.020996
	Iteration 33Q: 3 clusters Score -2002967 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2002975.750000 Penalty: 4970.020996
	Iteration 34Q: 3 clusters Score -2002976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2002978.250000 Penalty: 4970.020996
	Iteration 35Q: 3 clusters Score -2002978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2002983.250000 Penalty: 4970.020996
	Iteration 36Q: 3 clusters Score -2002983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2002985.375000 Penalty: 4970.020996
	Iteration 37Q: 3 clusters Score -2002985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2002985.375000 Penalty: 4970.020996
	Iteration 38Q: 3 clusters Score -2002985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2002986.000000 Penalty: 4970.020996
	Iteration 39Q: 3 clusters Score -2002986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2002988.000000 Penalty: 4970.020996
	Iteration 40F: 3 clusters Score -2002988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2002993.375000 Penalty: 4970.020996
	Iteration 41Q: 3 clusters Score -2002993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2002991.750000 Penalty: 4970.020996
	Iteration 42Q: 3 clusters Score -2002992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2002992.375000 Penalty: 4970.020996
	Iteration 43Q: 3 clusters Score -2002992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2002992.875000 Penalty: 4970.020996
	Iteration 44Q: 3 clusters Score -2002993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2002990.125000 Penalty: 4970.020996
	Iteration 45Q: 3 clusters Score -2002990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2002995.375000 Penalty: 4970.020996
	Iteration 46Q: 3 clusters Score -2002995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2003000.500000 Penalty: 4970.020996
	Iteration 47Q: 3 clusters Score -2003000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2002993.625000 Penalty: 4970.020996
	Iteration 48Q: 3 clusters Score -2002994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2002996.000000 Penalty: 4970.020996
	Iteration 49Q: 3 clusters Score -2002996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2002997.500000 Penalty: 4970.020996
	Iteration 50Q: 3 clusters Score -2002998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2002994.000000 Penalty: 4970.020996
	Iteration 51Q: 3 clusters Score -2002994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2002995.000000 Penalty: 4970.020996
	Iteration 52Q: 3 clusters Score -2002995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2002994.875000 Penalty: 4970.020996
	Iteration 53Q: 3 clusters Score -2002995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2002995.625000 Penalty: 4970.020996
	Iteration 54Q: 3 clusters Score -2002996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2002998.000000 Penalty: 4970.020996
	Iteration 55Q: 3 clusters Score -2002998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2003002.375000 Penalty: 4970.020996
	Iteration 56Q: 3 clusters Score -2003002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2003001.125000 Penalty: 4970.020996
	Iteration 57Q: 3 clusters Score -2003001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2003001.875000 Penalty: 4970.020996
	Iteration 58Q: 3 clusters Score -2003002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2003004.875000 Penalty: 4970.020996
	Iteration 59Q: 3 clusters Score -2003005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2003003.875000 Penalty: 4970.020996
	Iteration 60F: 3 clusters Score -2003004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2003002.375000 Penalty: 4970.020996
	Iteration 61Q: 3 clusters Score -2003002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2003001.000000 Penalty: 4970.020996
	Iteration 62Q: 3 clusters Score -2003001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2003002.625000 Penalty: 4970.020996
	Iteration 63Q: 3 clusters Score -2003003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2003005.000000 Penalty: 4970.020996
	Iteration 64Q: 3 clusters Score -2003005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2003006.125000 Penalty: 4970.020996
	Iteration 65Q: 3 clusters Score -2003006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2003006.375000 Penalty: 4970.020996
	Iteration 66Q: 3 clusters Score -2003006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2003008.000000 Penalty: 4970.020996
	Iteration 67Q: 3 clusters Score -2003008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2003008.000000 Penalty: 4970.020996
	Iteration 68Q: 3 clusters Score -2003008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2003005.125000 Penalty: 4970.020996
	Iteration 69Q: 3 clusters Score -2003005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2003008.625000 Penalty: 4970.020996
	Iteration 70Q: 3 clusters Score -2003009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2003010.000000 Penalty: 4970.020996
	Iteration 71Q: 3 clusters Score -2003010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2003009.625000 Penalty: 4970.020996
	Iteration 72Q: 3 clusters Score -2003010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2003008.125000 Penalty: 4970.020996
	Iteration 73Q: 3 clusters Score -2003008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2003008.125000 Penalty: 4970.020996
	Iteration 74F: 3 clusters Score -2003008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Entering Unmasked Estep 
Score: -1098906.375000 Penalty: 2322.846680
	Iteration 0F: 2 clusters Score -1098906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1090249.125000 Penalty: 4645.693359
	Iteration 0F: 3 clusters Score -1090249 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1093509.000000 Penalty: 4645.693359
	Iteration 1F: 3 clusters Score -1093509 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1094614.625000 Penalty: 4645.693359
	Iteration 2F: 3 clusters Score -1094615 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1095552.125000 Penalty: 4645.693359
	Iteration 3F: 3 clusters Score -1095552 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1096355.625000 Penalty: 4645.693359
	Iteration 4F: 3 clusters Score -1096356 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1096960.500000 Penalty: 4645.693359
	Iteration 5F: 3 clusters Score -1096960 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1097410.875000 Penalty: 4645.693359
	Iteration 6Q: 3 clusters Score -1097411 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1097717.125000 Penalty: 4645.693359
	Iteration 7Q: 3 clusters Score -1097717 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1097932.625000 Penalty: 4645.693359
	Iteration 8Q: 3 clusters Score -1097933 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1098081.125000 Penalty: 4645.693359
	Iteration 9Q: 3 clusters Score -1098081 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1098167.125000 Penalty: 4645.693359
	Iteration 10Q: 3 clusters Score -1098167 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1098224.625000 Penalty: 4645.693359
	Iteration 11Q: 3 clusters Score -1098225 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1098260.625000 Penalty: 4645.693359
	Iteration 12Q: 3 clusters Score -1098261 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1098302.875000 Penalty: 4645.693359
	Iteration 13Q: 3 clusters Score -1098303 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1098328.750000 Penalty: 4645.693359
	Iteration 14Q: 3 clusters Score -1098329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1098351.000000 Penalty: 4645.693359
	Iteration 15Q: 3 clusters Score -1098351 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1098375.250000 Penalty: 4645.693359
	Iteration 16Q: 3 clusters Score -1098375 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1098388.750000 Penalty: 4645.693359
	Iteration 17Q: 3 clusters Score -1098389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1098400.500000 Penalty: 4645.693359
	Iteration 18Q: 3 clusters Score -1098400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1098408.125000 Penalty: 4645.693359
	Iteration 19Q: 3 clusters Score -1098408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1098412.625000 Penalty: 4645.693359
	Iteration 20F: 3 clusters Score -1098413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1098414.500000 Penalty: 4645.693359
	Iteration 21Q: 3 clusters Score -1098414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1098420.625000 Penalty: 4645.693359
	Iteration 22Q: 3 clusters Score -1098421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1098421.125000 Penalty: 4645.693359
	Iteration 23Q: 3 clusters Score -1098421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1098424.625000 Penalty: 4645.693359
	Iteration 24Q: 3 clusters Score -1098425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1098424.375000 Penalty: 4645.693359
	Iteration 25Q: 3 clusters Score -1098424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1098424.375000 Penalty: 4645.693359
	Iteration 26F: 3 clusters Score -1098424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Entering Unmasked Estep 
Score: -2185690.000000 Penalty: 2486.265137
	Iteration 0F: 2 clusters Score -2185690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2169973.750000 Penalty: 4972.530273
	Iteration 0F: 3 clusters Score -2169974 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2175361.250000 Penalty: 4972.530273
	Iteration 1F: 3 clusters Score -2175361 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2175800.750000 Penalty: 4972.530273
	Iteration 2F: 3 clusters Score -2175801 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2176218.750000 Penalty: 4972.530273
	Iteration 3Q: 3 clusters Score -2176219 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2176616.750000 Penalty: 4972.530273
	Iteration 4Q: 3 clusters Score -2176617 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2177072.250000 Penalty: 4972.530273
	Iteration 5Q: 3 clusters Score -2177072 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2177576.750000 Penalty: 4972.530273
	Iteration 6Q: 3 clusters Score -2177577 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2178186.500000 Penalty: 4972.530273
	Iteration 7Q: 3 clusters Score -2178186 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2178978.250000 Penalty: 4972.530273
	Iteration 8F: 3 clusters Score -2178978 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2179900.750000 Penalty: 4972.530273
	Iteration 9F: 3 clusters Score -2179901 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2180953.000000 Penalty: 4972.530273
	Iteration 10F: 3 clusters Score -2180953 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2182079.750000 Penalty: 4972.530273
	Iteration 11Q: 3 clusters Score -2182080 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2183102.500000 Penalty: 4972.530273
	Iteration 12Q: 3 clusters Score -2183102 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2183924.000000 Penalty: 4972.530273
	Iteration 13Q: 3 clusters Score -2183924 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2184311.500000 Penalty: 4972.530273
	Iteration 14Q: 3 clusters Score -2184312 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2184483.500000 Penalty: 4972.530273
	Iteration 15Q: 3 clusters Score -2184484 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2184577.250000 Penalty: 4972.530273
	Iteration 16Q: 3 clusters Score -2184577 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2184632.500000 Penalty: 4972.530273
	Iteration 17Q: 3 clusters Score -2184632 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2184672.000000 Penalty: 4972.530273
	Iteration 18Q: 3 clusters Score -2184672 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2184714.750000 Penalty: 4972.530273
	Iteration 19Q: 3 clusters Score -2184715 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2184762.500000 Penalty: 4972.530273
	Iteration 20F: 3 clusters Score -2184762 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2184795.750000 Penalty: 4972.530273
	Iteration 21Q: 3 clusters Score -2184796 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2184836.750000 Penalty: 4972.530273
	Iteration 22Q: 3 clusters Score -2184837 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2184876.750000 Penalty: 4972.530273
	Iteration 23Q: 3 clusters Score -2184877 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2184910.000000 Penalty: 4972.530273
	Iteration 24Q: 3 clusters Score -2184910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2184936.250000 Penalty: 4972.530273
	Iteration 25Q: 3 clusters Score -2184936 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2184954.500000 Penalty: 4972.530273
	Iteration 26Q: 3 clusters Score -2184954 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2184968.250000 Penalty: 4972.530273
	Iteration 27Q: 3 clusters Score -2184968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2184978.750000 Penalty: 4972.530273
	Iteration 28Q: 3 clusters Score -2184979 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2184990.750000 Penalty: 4972.530273
	Iteration 29Q: 3 clusters Score -2184991 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2185005.250000 Penalty: 4972.530273
	Iteration 30Q: 3 clusters Score -2185005 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2185012.000000 Penalty: 4972.530273
	Iteration 31Q: 3 clusters Score -2185012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2185017.250000 Penalty: 4972.530273
	Iteration 32Q: 3 clusters Score -2185017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2185020.250000 Penalty: 4972.530273
	Iteration 33Q: 3 clusters Score -2185020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2185023.750000 Penalty: 4972.530273
	Iteration 34Q: 3 clusters Score -2185024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2185026.750000 Penalty: 4972.530273
	Iteration 35Q: 3 clusters Score -2185027 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2185040.750000 Penalty: 4972.530273
	Iteration 36Q: 3 clusters Score -2185041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2185046.000000 Penalty: 4972.530273
	Iteration 37Q: 3 clusters Score -2185046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2185052.000000 Penalty: 4972.530273
	Iteration 38Q: 3 clusters Score -2185052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2185047.000000 Penalty: 4972.530273
	Iteration 39Q: 3 clusters Score -2185047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2185049.000000 Penalty: 4972.530273
	Iteration 40F: 3 clusters Score -2185049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2185057.000000 Penalty: 4972.530273
	Iteration 41Q: 3 clusters Score -2185057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2185061.750000 Penalty: 4972.530273
	Iteration 42Q: 3 clusters Score -2185062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2185061.000000 Penalty: 4972.530273
	Iteration 43Q: 3 clusters Score -2185061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2185067.750000 Penalty: 4972.530273
	Iteration 44Q: 3 clusters Score -2185068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2185066.250000 Penalty: 4972.530273
	Iteration 45Q: 3 clusters Score -2185066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2185065.500000 Penalty: 4972.530273
	Iteration 46Q: 3 clusters Score -2185066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2185070.500000 Penalty: 4972.530273
	Iteration 47Q: 3 clusters Score -2185070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2185073.750000 Penalty: 4972.530273
	Iteration 48Q: 3 clusters Score -2185074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2185081.000000 Penalty: 4972.530273
	Iteration 49Q: 3 clusters Score -2185081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2185083.000000 Penalty: 4972.530273
	Iteration 50Q: 3 clusters Score -2185083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2185081.000000 Penalty: 4972.530273
	Iteration 51Q: 3 clusters Score -2185081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2185087.500000 Penalty: 4972.530273
	Iteration 52Q: 3 clusters Score -2185088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2185089.000000 Penalty: 4972.530273
	Iteration 53Q: 3 clusters Score -2185089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2185089.500000 Penalty: 4972.530273
	Iteration 54Q: 3 clusters Score -2185090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2185095.000000 Penalty: 4972.530273
	Iteration 55Q: 3 clusters Score -2185095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2185096.750000 Penalty: 4972.530273
	Iteration 56Q: 3 clusters Score -2185097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2185096.500000 Penalty: 4972.530273
	Iteration 57Q: 3 clusters Score -2185096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2185096.500000 Penalty: 4972.530273
	Iteration 58F: 3 clusters Score -2185096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Entering Unmasked Estep 
Score: -814654.250000 Penalty: 2279.255371
	Iteration 0F: 2 clusters Score -814654.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -807152.187500 Penalty: 4558.510742
	Iteration 0F: 3 clusters Score -807152.2 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -809769.562500 Penalty: 4558.510742
	Iteration 1F: 3 clusters Score -809769.6 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -810643.375000 Penalty: 4558.510742
	Iteration 2F: 3 clusters Score -810643.4 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -811560.500000 Penalty: 4558.510742
	Iteration 3F: 3 clusters Score -811560.5 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -812480.187500 Penalty: 4558.510742
	Iteration 4F: 3 clusters Score -812480.2 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -813228.125000 Penalty: 4558.510742
	Iteration 5F: 3 clusters Score -813228.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -813843.750000 Penalty: 4558.510742
	Iteration 6F: 3 clusters Score -813843.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -814307.562500 Penalty: 4558.510742
	Iteration 7Q: 3 clusters Score -814307.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -814741.687500 Penalty: 4558.510742
	Iteration 8Q: 3 clusters Score -814741.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -815083.437500 Penalty: 4558.510742
	Iteration 9Q: 3 clusters Score -815083.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -815246.875000 Penalty: 4558.510742
	Iteration 10Q: 3 clusters Score -815246.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -815320.312500 Penalty: 4558.510742
	Iteration 11Q: 3 clusters Score -815320.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -815355.250000 Penalty: 4558.510742
	Iteration 12Q: 3 clusters Score -815355.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -815390.250000 Penalty: 4558.510742
	Iteration 13Q: 3 clusters Score -815390.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -815414.937500 Penalty: 4558.510742
	Iteration 14Q: 3 clusters Score -815414.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -815434.062500 Penalty: 4558.510742
	Iteration 15Q: 3 clusters Score -815434.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -815451.625000 Penalty: 4558.510742
	Iteration 16Q: 3 clusters Score -815451.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -815474.625000 Penalty: 4558.510742
	Iteration 17Q: 3 clusters Score -815474.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -815486.875000 Penalty: 4558.510742
	Iteration 18Q: 3 clusters Score -815486.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -815508.000000 Penalty: 4558.510742
	Iteration 19Q: 3 clusters Score -815508 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -815529.750000 Penalty: 4558.510742
	Iteration 20F: 3 clusters Score -815529.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -815569.937500 Penalty: 4558.510742
	Iteration 21Q: 3 clusters Score -815569.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -815606.250000 Penalty: 4558.510742
	Iteration 22Q: 3 clusters Score -815606.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -815640.250000 Penalty: 4558.510742
	Iteration 23Q: 3 clusters Score -815640.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -815661.562500 Penalty: 4558.510742
	Iteration 24Q: 3 clusters Score -815661.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -815672.937500 Penalty: 4558.510742
	Iteration 25Q: 3 clusters Score -815672.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -815682.687500 Penalty: 4558.510742
	Iteration 26Q: 3 clusters Score -815682.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -815690.187500 Penalty: 4558.510742
	Iteration 27Q: 3 clusters Score -815690.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -815696.812500 Penalty: 4558.510742
	Iteration 28Q: 3 clusters Score -815696.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -815699.375000 Penalty: 4558.510742
	Iteration 29Q: 3 clusters Score -815699.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -815700.625000 Penalty: 4558.510742
	Iteration 30Q: 3 clusters Score -815700.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -815701.875000 Penalty: 4558.510742
	Iteration 31Q: 3 clusters Score -815701.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -815703.000000 Penalty: 4558.510742
	Iteration 32Q: 3 clusters Score -815703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -815704.812500 Penalty: 4558.510742
	Iteration 33Q: 3 clusters Score -815704.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -815705.375000 Penalty: 4558.510742
	Iteration 34Q: 3 clusters Score -815705.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -815707.375000 Penalty: 4558.510742
	Iteration 35Q: 3 clusters Score -815707.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -815705.812500 Penalty: 4558.510742
	Iteration 36Q: 3 clusters Score -815705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -815706.437500 Penalty: 4558.510742
	Iteration 37Q: 3 clusters Score -815706.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -815706.875000 Penalty: 4558.510742
	Iteration 38Q: 3 clusters Score -815706.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -815705.375000 Penalty: 4558.510742
	Iteration 39Q: 3 clusters Score -815705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -815706.375000 Penalty: 4558.510742
	Iteration 40F: 3 clusters Score -815706.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -815708.125000 Penalty: 4558.510742
	Iteration 41Q: 3 clusters Score -815708.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -815708.187500 Penalty: 4558.510742
	Iteration 42Q: 3 clusters Score -815708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -815708.750000 Penalty: 4558.510742
	Iteration 43Q: 3 clusters Score -815708.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -815709.812500 Penalty: 4558.510742
	Iteration 44Q: 3 clusters Score -815709.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -815710.562500 Penalty: 4558.510742
	Iteration 45Q: 3 clusters Score -815710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -815709.125000 Penalty: 4558.510742
	Iteration 46Q: 3 clusters Score -815709.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -815709.375000 Penalty: 4558.510742
	Iteration 47Q: 3 clusters Score -815709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -815711.250000 Penalty: 4558.510742
	Iteration 48Q: 3 clusters Score -815711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -815711.562500 Penalty: 4558.510742
	Iteration 49Q: 3 clusters Score -815711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -815710.500000 Penalty: 4558.510742
	Iteration 50Q: 3 clusters Score -815710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -815710.062500 Penalty: 4558.510742
	Iteration 51Q: 3 clusters Score -815710.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -815711.000000 Penalty: 4558.510742
	Iteration 52Q: 3 clusters Score -815711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -815711.937500 Penalty: 4558.510742
	Iteration 53Q: 3 clusters Score -815711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -815712.812500 Penalty: 4558.510742
	Iteration 54Q: 3 clusters Score -815712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -815712.812500 Penalty: 4558.510742
	Iteration 55F: 3 clusters Score -815712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 11688 members 
Mstep: Class 3 contains 22590 members 
Mstep: Class 4 contains 3522 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 101966 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 224608 members 
Mstep: Class 9 contains 97264 members 
Mstep: Class 10 contains 12329 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 8015 members 
Mstep: Class 13 contains 12853 members 
Mstep: Class 14 contains 306221 members 
Mstep: Class 15 contains 217778 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13027 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 7468 members 
Mstep: Class 20 contains 63325 members 
Mstep: Class 21 contains 128124 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 15551 members 
Mstep: Class 24 contains 228106 members 
Mstep: Class 25 contains 13076 members 
Mstep: Class 26 contains 9712 members 
Mstep: Class 27 contains 16345 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 11369 members 
Mstep: Class 30 contains 7152 members 
Mstep: Class 31 contains 16771 members 
Mstep: Class 32 contains 6797 members 
Mstep: Class 33 contains 16337 members 
Mstep: Class 34 contains 6282 members 
Entering Unmasked Estep 
Score: -157703312.000000 Penalty: 120826.726562
Splitting cluster 4 changes total score from -157703664.000000 to -157703312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (15305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Entering Unmasked Estep 
Score: -1493748.000000 Penalty: 2389.711914
	Iteration 0F: 2 clusters Score -1493748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1482561.375000 Penalty: 4779.423828
	Iteration 0F: 3 clusters Score -1482561 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1486243.625000 Penalty: 4779.423828
	Iteration 1F: 3 clusters Score -1486244 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1486620.500000 Penalty: 4779.423828
	Iteration 2F: 3 clusters Score -1486620 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1486910.250000 Penalty: 4779.423828
	Iteration 3Q: 3 clusters Score -1486910 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1487142.250000 Penalty: 4779.423828
	Iteration 4Q: 3 clusters Score -1487142 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1487320.375000 Penalty: 4779.423828
	Iteration 5Q: 3 clusters Score -1487320 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1487475.125000 Penalty: 4779.423828
	Iteration 6Q: 3 clusters Score -1487475 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1487614.875000 Penalty: 4779.423828
	Iteration 7Q: 3 clusters Score -1487615 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1487781.750000 Penalty: 4779.423828
	Iteration 8Q: 3 clusters Score -1487782 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1487972.875000 Penalty: 4779.423828
	Iteration 9Q: 3 clusters Score -1487973 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1488147.375000 Penalty: 4779.423828
	Iteration 10Q: 3 clusters Score -1488147 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1488316.500000 Penalty: 4779.423828
	Iteration 11Q: 3 clusters Score -1488316 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1488526.625000 Penalty: 4779.423828
	Iteration 12Q: 3 clusters Score -1488527 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1488811.125000 Penalty: 4779.423828
	Iteration 13Q: 3 clusters Score -1488811 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1489133.125000 Penalty: 4779.423828
	Iteration 14Q: 3 clusters Score -1489133 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1489449.625000 Penalty: 4779.423828
	Iteration 15Q: 3 clusters Score -1489450 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1489681.000000 Penalty: 4779.423828
	Iteration 16Q: 3 clusters Score -1489681 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1489827.375000 Penalty: 4779.423828
	Iteration 17Q: 3 clusters Score -1489827 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1489900.000000 Penalty: 4779.423828
	Iteration 18Q: 3 clusters Score -1489900 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1489977.750000 Penalty: 4779.423828
	Iteration 19Q: 3 clusters Score -1489978 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1490041.250000 Penalty: 4779.423828
	Iteration 20F: 3 clusters Score -1490041 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1490124.625000 Penalty: 4779.423828
	Iteration 21Q: 3 clusters Score -1490125 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1490235.000000 Penalty: 4779.423828
	Iteration 22Q: 3 clusters Score -1490235 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1490369.000000 Penalty: 4779.423828
	Iteration 23Q: 3 clusters Score -1490369 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1490515.125000 Penalty: 4779.423828
	Iteration 24Q: 3 clusters Score -1490515 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1490703.375000 Penalty: 4779.423828
	Iteration 25Q: 3 clusters Score -1490703 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1490934.375000 Penalty: 4779.423828
	Iteration 26Q: 3 clusters Score -1490934 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1491208.625000 Penalty: 4779.423828
	Iteration 27Q: 3 clusters Score -1491209 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1491552.500000 Penalty: 4779.423828
	Iteration 28Q: 3 clusters Score -1491552 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1491972.000000 Penalty: 4779.423828
	Iteration 29Q: 3 clusters Score -1491972 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1492397.125000 Penalty: 4779.423828
	Iteration 30Q: 3 clusters Score -1492397 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1492850.125000 Penalty: 4779.423828
	Iteration 31Q: 3 clusters Score -1492850 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1493159.000000 Penalty: 4779.423828
	Iteration 32Q: 3 clusters Score -1493159 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1493359.625000 Penalty: 4779.423828
	Iteration 33Q: 3 clusters Score -1493360 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1493467.250000 Penalty: 4779.423828
	Iteration 34Q: 3 clusters Score -1493467 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1493504.375000 Penalty: 4779.423828
	Iteration 35Q: 3 clusters Score -1493504 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1493527.250000 Penalty: 4779.423828
	Iteration 36Q: 3 clusters Score -1493527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1493540.500000 Penalty: 4779.423828
	Iteration 37Q: 3 clusters Score -1493540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1493545.250000 Penalty: 4779.423828
	Iteration 38Q: 3 clusters Score -1493545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1493548.250000 Penalty: 4779.423828
	Iteration 39Q: 3 clusters Score -1493548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1493574.250000 Penalty: 4779.423828
	Iteration 40F: 3 clusters Score -1493574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1493578.625000 Penalty: 4779.423828
	Iteration 41Q: 3 clusters Score -1493579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1493586.125000 Penalty: 4779.423828
	Iteration 42Q: 3 clusters Score -1493586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1493587.250000 Penalty: 4779.423828
	Iteration 43Q: 3 clusters Score -1493587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1493592.375000 Penalty: 4779.423828
	Iteration 44Q: 3 clusters Score -1493592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1493596.000000 Penalty: 4779.423828
	Iteration 45Q: 3 clusters Score -1493596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1493595.875000 Penalty: 4779.423828
	Iteration 46Q: 3 clusters Score -1493596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1493598.875000 Penalty: 4779.423828
	Iteration 47Q: 3 clusters Score -1493599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1493601.750000 Penalty: 4779.423828
	Iteration 48Q: 3 clusters Score -1493602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1493604.500000 Penalty: 4779.423828
	Iteration 49Q: 3 clusters Score -1493604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1493605.125000 Penalty: 4779.423828
	Iteration 50Q: 3 clusters Score -1493605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1493603.250000 Penalty: 4779.423828
	Iteration 51Q: 3 clusters Score -1493603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1493604.625000 Penalty: 4779.423828
	Iteration 52Q: 3 clusters Score -1493605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1493605.375000 Penalty: 4779.423828
	Iteration 53Q: 3 clusters Score -1493605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1493604.625000 Penalty: 4779.423828
	Iteration 54Q: 3 clusters Score -1493605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1493604.500000 Penalty: 4779.423828
	Iteration 55Q: 3 clusters Score -1493604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1493603.625000 Penalty: 4779.423828
	Iteration 56Q: 3 clusters Score -1493604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1493604.250000 Penalty: 4779.423828
	Iteration 57Q: 3 clusters Score -1493604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1493605.875000 Penalty: 4779.423828
	Iteration 58Q: 3 clusters Score -1493606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1493605.500000 Penalty: 4779.423828
	Iteration 59Q: 3 clusters Score -1493606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1493606.875000 Penalty: 4779.423828
	Iteration 60F: 3 clusters Score -1493607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1493605.750000 Penalty: 4779.423828
	Iteration 61Q: 3 clusters Score -1493606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1493607.125000 Penalty: 4779.423828
	Iteration 62Q: 3 clusters Score -1493607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1493606.875000 Penalty: 4779.423828
	Iteration 63Q: 3 clusters Score -1493607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1493606.875000 Penalty: 4779.423828
	Iteration 64F: 3 clusters Score -1493607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101966 members 
Entering Unmasked Estep 
Score: -10053674.000000 Penalty: 2860.033691
	Iteration 0F: 2 clusters Score -1.005367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -9985195.000000 Penalty: 5720.067383
	Iteration 0F: 3 clusters Score -9985195 nChanged 48313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -10012590.000000 Penalty: 5720.067383
	Iteration 1F: 3 clusters Score -1.001259e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -10013569.000000 Penalty: 5720.067383
	Iteration 2Q: 3 clusters Score -1.001357e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -10014560.000000 Penalty: 5720.067383
	Iteration 3Q: 3 clusters Score -1.001456e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -10015775.000000 Penalty: 5720.067383
	Iteration 4Q: 3 clusters Score -1.001578e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -10017214.000000 Penalty: 5720.067383
	Iteration 5Q: 3 clusters Score -1.001721e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -10019308.000000 Penalty: 5720.067383
	Iteration 6Q: 3 clusters Score -1.001931e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -10022274.000000 Penalty: 5720.067383
	Iteration 7F: 3 clusters Score -1.002227e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -10025752.000000 Penalty: 5720.067383
	Iteration 8F: 3 clusters Score -1.002575e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 70803 members 
Entering Unmasked Estep 
Score: -10029554.000000 Penalty: 5720.067383
	Iteration 9F: 3 clusters Score -1.002955e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 75977 members 
Entering Unmasked Estep 
Score: -10033190.000000 Penalty: 5720.067383
	Iteration 10F: 3 clusters Score -1.003319e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -10036684.000000 Penalty: 5720.067383
	Iteration 11F: 3 clusters Score -1.003668e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 85634 members 
Entering Unmasked Estep 
Score: -10039790.000000 Penalty: 5720.067383
	Iteration 12Q: 3 clusters Score -1.003979e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 89742 members 
Entering Unmasked Estep 
Score: -10042723.000000 Penalty: 5720.067383
	Iteration 13Q: 3 clusters Score -1.004272e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 93222 members 
Entering Unmasked Estep 
Score: -10045333.000000 Penalty: 5720.067383
	Iteration 14Q: 3 clusters Score -1.004533e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 95974 members 
Entering Unmasked Estep 
Score: -10047289.000000 Penalty: 5720.067383
	Iteration 15Q: 3 clusters Score -1.004729e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 97894 members 
Entering Unmasked Estep 
Score: -10048710.000000 Penalty: 5720.067383
	Iteration 16Q: 3 clusters Score -1.004871e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 99204 members 
Entering Unmasked Estep 
Score: -10049645.000000 Penalty: 5720.067383
	Iteration 17Q: 3 clusters Score -1.004964e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 99993 members 
Entering Unmasked Estep 
Score: -10050232.000000 Penalty: 5720.067383
	Iteration 18Q: 3 clusters Score -1.005023e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 100450 members 
Entering Unmasked Estep 
Score: -10050558.000000 Penalty: 5720.067383
	Iteration 19Q: 3 clusters Score -1.005056e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 100701 members 
Entering Unmasked Estep 
Score: -10050770.000000 Penalty: 5720.067383
	Iteration 20F: 3 clusters Score -1.005077e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 100880 members 
Entering Unmasked Estep 
Score: -10050914.000000 Penalty: 5720.067383
	Iteration 21Q: 3 clusters Score -1.005091e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 101001 members 
Entering Unmasked Estep 
Score: -10051017.000000 Penalty: 5720.067383
	Iteration 22Q: 3 clusters Score -1.005102e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 101070 members 
Entering Unmasked Estep 
Score: -10051108.000000 Penalty: 5720.067383
	Iteration 23Q: 3 clusters Score -1.005111e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 101120 members 
Entering Unmasked Estep 
Score: -10051179.000000 Penalty: 5720.067383
	Iteration 24Q: 3 clusters Score -1.005118e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 101167 members 
Entering Unmasked Estep 
Score: -10051241.000000 Penalty: 5720.067383
	Iteration 25Q: 3 clusters Score -1.005124e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 101190 members 
Entering Unmasked Estep 
Score: -10051288.000000 Penalty: 5720.067383
	Iteration 26Q: 3 clusters Score -1.005129e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 101216 members 
Entering Unmasked Estep 
Score: -10051316.000000 Penalty: 5720.067383
	Iteration 27Q: 3 clusters Score -1.005132e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 101242 members 
Entering Unmasked Estep 
Score: -10051344.000000 Penalty: 5720.067383
	Iteration 28Q: 3 clusters Score -1.005134e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -10051354.000000 Penalty: 5720.067383
	Iteration 29Q: 3 clusters Score -1.005135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 101278 members 
Entering Unmasked Estep 
Score: -10051369.000000 Penalty: 5720.067383
	Iteration 30Q: 3 clusters Score -1.005137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 101285 members 
Entering Unmasked Estep 
Score: -10051381.000000 Penalty: 5720.067383
	Iteration 31Q: 3 clusters Score -1.005138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 101284 members 
Entering Unmasked Estep 
Score: -10051388.000000 Penalty: 5720.067383
	Iteration 32Q: 3 clusters Score -1.005139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 101282 members 
Entering Unmasked Estep 
Score: -10051389.000000 Penalty: 5720.067383
	Iteration 33Q: 3 clusters Score -1.005139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 101285 members 
Entering Unmasked Estep 
Score: -10051404.000000 Penalty: 5720.067383
	Iteration 34Q: 3 clusters Score -1.00514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 101289 members 
Entering Unmasked Estep 
Score: -10051404.000000 Penalty: 5720.067383
	Iteration 35Q: 3 clusters Score -1.00514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 101292 members 
Entering Unmasked Estep 
Score: -10051401.000000 Penalty: 5720.067383
	Iteration 36Q: 3 clusters Score -1.00514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -10051401.000000 Penalty: 5720.067383
	Iteration 37Q: 3 clusters Score -1.00514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 101303 members 
Entering Unmasked Estep 
Score: -10051408.000000 Penalty: 5720.067383
	Iteration 38Q: 3 clusters Score -1.005141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 101304 members 
Entering Unmasked Estep 
Score: -10051411.000000 Penalty: 5720.067383
	Iteration 39Q: 3 clusters Score -1.005141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 101305 members 
Entering Unmasked Estep 
Score: -10051417.000000 Penalty: 5720.067383
	Iteration 40F: 3 clusters Score -1.005142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 101308 members 
Entering Unmasked Estep 
Score: -10051427.000000 Penalty: 5720.067383
	Iteration 41Q: 3 clusters Score -1.005143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 101314 members 
Entering Unmasked Estep 
Score: -10051431.000000 Penalty: 5720.067383
	Iteration 42Q: 3 clusters Score -1.005143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 101317 members 
Entering Unmasked Estep 
Score: -10051427.000000 Penalty: 5720.067383
	Iteration 43Q: 3 clusters Score -1.005143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 101317 members 
Entering Unmasked Estep 
Score: -10051430.000000 Penalty: 5720.067383
	Iteration 44Q: 3 clusters Score -1.005143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 101320 members 
Entering Unmasked Estep 
Score: -10051440.000000 Penalty: 5720.067383
	Iteration 45Q: 3 clusters Score -1.005144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 101322 members 
Entering Unmasked Estep 
Score: -10051436.000000 Penalty: 5720.067383
	Iteration 46Q: 3 clusters Score -1.005144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 101324 members 
Entering Unmasked Estep 
Score: -10051440.000000 Penalty: 5720.067383
	Iteration 47Q: 3 clusters Score -1.005144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 101325 members 
Entering Unmasked Estep 
Score: -10051440.000000 Penalty: 5720.067383
	Iteration 48Q: 3 clusters Score -1.005144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 101326 members 
Entering Unmasked Estep 
Score: -10051434.000000 Penalty: 5720.067383
	Iteration 49Q: 3 clusters Score -1.005143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 101326 members 
Entering Unmasked Estep 
Score: -10051434.000000 Penalty: 5720.067383
	Iteration 50F: 3 clusters Score -1.005143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Entering Unmasked Estep 
Score: -759156.687500 Penalty: 2235.522705
	Iteration 0F: 2 clusters Score -759156.7 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 4091 members 
Entering Unmasked Estep 
Score: -752661.000000 Penalty: 4471.045410
	Iteration 0F: 3 clusters Score -752661 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -754264.000000 Penalty: 4471.045410
	Iteration 1F: 3 clusters Score -754264 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -754505.375000 Penalty: 4471.045410
	Iteration 2F: 3 clusters Score -754505.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -754659.937500 Penalty: 4471.045410
	Iteration 3Q: 3 clusters Score -754659.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -754785.750000 Penalty: 4471.045410
	Iteration 4Q: 3 clusters Score -754785.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -754903.000000 Penalty: 4471.045410
	Iteration 5Q: 3 clusters Score -754903 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -755009.250000 Penalty: 4471.045410
	Iteration 6Q: 3 clusters Score -755009.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -755099.375000 Penalty: 4471.045410
	Iteration 7Q: 3 clusters Score -755099.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -755185.750000 Penalty: 4471.045410
	Iteration 8Q: 3 clusters Score -755185.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -755265.312500 Penalty: 4471.045410
	Iteration 9Q: 3 clusters Score -755265.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -755338.437500 Penalty: 4471.045410
	Iteration 10Q: 3 clusters Score -755338.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -755409.937500 Penalty: 4471.045410
	Iteration 11Q: 3 clusters Score -755409.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -755495.125000 Penalty: 4471.045410
	Iteration 12Q: 3 clusters Score -755495.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -755588.375000 Penalty: 4471.045410
	Iteration 13Q: 3 clusters Score -755588.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -755669.062500 Penalty: 4471.045410
	Iteration 14Q: 3 clusters Score -755669.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -755747.000000 Penalty: 4471.045410
	Iteration 15Q: 3 clusters Score -755747 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -755842.437500 Penalty: 4471.045410
	Iteration 16Q: 3 clusters Score -755842.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -755965.000000 Penalty: 4471.045410
	Iteration 17Q: 3 clusters Score -755965 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -756110.875000 Penalty: 4471.045410
	Iteration 18Q: 3 clusters Score -756110.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -756265.500000 Penalty: 4471.045410
	Iteration 19Q: 3 clusters Score -756265.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -756423.625000 Penalty: 4471.045410
	Iteration 20F: 3 clusters Score -756423.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -756559.562500 Penalty: 4471.045410
	Iteration 21Q: 3 clusters Score -756559.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -756660.312500 Penalty: 4471.045410
	Iteration 22Q: 3 clusters Score -756660.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -756761.500000 Penalty: 4471.045410
	Iteration 23Q: 3 clusters Score -756761.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -756833.312500 Penalty: 4471.045410
	Iteration 24Q: 3 clusters Score -756833.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -756890.937500 Penalty: 4471.045410
	Iteration 25Q: 3 clusters Score -756890.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -756948.625000 Penalty: 4471.045410
	Iteration 26Q: 3 clusters Score -756948.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -756986.812500 Penalty: 4471.045410
	Iteration 27Q: 3 clusters Score -756986.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -757029.812500 Penalty: 4471.045410
	Iteration 28Q: 3 clusters Score -757029.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -757069.437500 Penalty: 4471.045410
	Iteration 29Q: 3 clusters Score -757069.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -757107.562500 Penalty: 4471.045410
	Iteration 30Q: 3 clusters Score -757107.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -757134.312500 Penalty: 4471.045410
	Iteration 31Q: 3 clusters Score -757134.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -757151.125000 Penalty: 4471.045410
	Iteration 32Q: 3 clusters Score -757151.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -757170.125000 Penalty: 4471.045410
	Iteration 33Q: 3 clusters Score -757170.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -757177.937500 Penalty: 4471.045410
	Iteration 34Q: 3 clusters Score -757177.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -757184.750000 Penalty: 4471.045410
	Iteration 35Q: 3 clusters Score -757184.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -757195.562500 Penalty: 4471.045410
	Iteration 36Q: 3 clusters Score -757195.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -757205.562500 Penalty: 4471.045410
	Iteration 37Q: 3 clusters Score -757205.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -757209.812500 Penalty: 4471.045410
	Iteration 38Q: 3 clusters Score -757209.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -757216.750000 Penalty: 4471.045410
	Iteration 39Q: 3 clusters Score -757216.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -757223.562500 Penalty: 4471.045410
	Iteration 40F: 3 clusters Score -757223.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -757235.125000 Penalty: 4471.045410
	Iteration 41Q: 3 clusters Score -757235.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -757244.187500 Penalty: 4471.045410
	Iteration 42Q: 3 clusters Score -757244.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -757253.625000 Penalty: 4471.045410
	Iteration 43Q: 3 clusters Score -757253.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -757260.562500 Penalty: 4471.045410
	Iteration 44Q: 3 clusters Score -757260.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -757269.937500 Penalty: 4471.045410
	Iteration 45Q: 3 clusters Score -757269.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -757272.187500 Penalty: 4471.045410
	Iteration 46Q: 3 clusters Score -757272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -757275.000000 Penalty: 4471.045410
	Iteration 47Q: 3 clusters Score -757275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -757276.062500 Penalty: 4471.045410
	Iteration 48Q: 3 clusters Score -757276.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -757278.625000 Penalty: 4471.045410
	Iteration 49Q: 3 clusters Score -757278.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -757282.750000 Penalty: 4471.045410
	Iteration 50Q: 3 clusters Score -757282.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -757283.000000 Penalty: 4471.045410
	Iteration 51Q: 3 clusters Score -757283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -757283.812500 Penalty: 4471.045410
	Iteration 52Q: 3 clusters Score -757283.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -757283.812500 Penalty: 4471.045410
	Iteration 53F: 3 clusters Score -757283.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (224608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224608 members 
Entering Unmasked Estep 
Score: -22082678.000000 Penalty: 3055.883789
	Iteration 0F: 2 clusters Score -2.208268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112504 members 
Mstep: Class 2 contains 112104 members 
Entering Unmasked Estep 
Score: -21933456.000000 Penalty: 6111.767578
	Iteration 0F: 3 clusters Score -2.193346e+07 nChanged 108262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112594 members 
Mstep: Class 2 contains 112014 members 
Entering Unmasked Estep 
Score: -21998308.000000 Penalty: 6111.767578
	Iteration 1F: 3 clusters Score -2.199831e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111904 members 
Mstep: Class 2 contains 112704 members 
Entering Unmasked Estep 
Score: -22000716.000000 Penalty: 6111.767578
	Iteration 2Q: 3 clusters Score -2.200072e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110637 members 
Mstep: Class 2 contains 113971 members 
Entering Unmasked Estep 
Score: -22003928.000000 Penalty: 6111.767578
	Iteration 3Q: 3 clusters Score -2.200393e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108679 members 
Mstep: Class 2 contains 115929 members 
Entering Unmasked Estep 
Score: -22008196.000000 Penalty: 6111.767578
	Iteration 4Q: 3 clusters Score -2.20082e+07 nChanged 11930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105871 members 
Mstep: Class 2 contains 118737 members 
Entering Unmasked Estep 
Score: -22013448.000000 Penalty: 6111.767578
	Iteration 5F: 3 clusters Score -2.201345e+07 nChanged 12620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102559 members 
Mstep: Class 2 contains 122049 members 
Entering Unmasked Estep 
Score: -22019182.000000 Penalty: 6111.767578
	Iteration 6F: 3 clusters Score -2.201918e+07 nChanged 12405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98914 members 
Mstep: Class 2 contains 125694 members 
Entering Unmasked Estep 
Score: -22024736.000000 Penalty: 6111.767578
	Iteration 7F: 3 clusters Score -2.202474e+07 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94867 members 
Mstep: Class 2 contains 129741 members 
Entering Unmasked Estep 
Score: -22029264.000000 Penalty: 6111.767578
	Iteration 8F: 3 clusters Score -2.202926e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 134019 members 
Entering Unmasked Estep 
Score: -22032246.000000 Penalty: 6111.767578
	Iteration 9Q: 3 clusters Score -2.203225e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85802 members 
Mstep: Class 2 contains 138806 members 
Entering Unmasked Estep 
Score: -22034496.000000 Penalty: 6111.767578
	Iteration 10Q: 3 clusters Score -2.20345e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80344 members 
Mstep: Class 2 contains 144264 members 
Entering Unmasked Estep 
Score: -22036526.000000 Penalty: 6111.767578
	Iteration 11Q: 3 clusters Score -2.203653e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74331 members 
Mstep: Class 2 contains 150277 members 
Entering Unmasked Estep 
Score: -22038508.000000 Penalty: 6111.767578
	Iteration 12Q: 3 clusters Score -2.203851e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 157091 members 
Entering Unmasked Estep 
Score: -22041024.000000 Penalty: 6111.767578
	Iteration 13Q: 3 clusters Score -2.204102e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 164729 members 
Entering Unmasked Estep 
Score: -22044128.000000 Penalty: 6111.767578
	Iteration 14Q: 3 clusters Score -2.204413e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 173062 members 
Entering Unmasked Estep 
Score: -22047682.000000 Penalty: 6111.767578
	Iteration 15Q: 3 clusters Score -2.204768e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 181901 members 
Entering Unmasked Estep 
Score: -22051770.000000 Penalty: 6111.767578
	Iteration 16Q: 3 clusters Score -2.205177e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 190995 members 
Entering Unmasked Estep 
Score: -22056726.000000 Penalty: 6111.767578
	Iteration 17Q: 3 clusters Score -2.205673e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 199730 members 
Entering Unmasked Estep 
Score: -22061986.000000 Penalty: 6111.767578
	Iteration 18Q: 3 clusters Score -2.206199e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 207621 members 
Entering Unmasked Estep 
Score: -22067342.000000 Penalty: 6111.767578
	Iteration 19Q: 3 clusters Score -2.206734e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 214084 members 
Entering Unmasked Estep 
Score: -22072288.000000 Penalty: 6111.767578
	Iteration 20F: 3 clusters Score -2.207229e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 218658 members 
Entering Unmasked Estep 
Score: -22075798.000000 Penalty: 6111.767578
	Iteration 21Q: 3 clusters Score -2.20758e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 221406 members 
Entering Unmasked Estep 
Score: -22077934.000000 Penalty: 6111.767578
	Iteration 22Q: 3 clusters Score -2.207793e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 222841 members 
Entering Unmasked Estep 
Score: -22079066.000000 Penalty: 6111.767578
	Iteration 23Q: 3 clusters Score -2.207907e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 223468 members 
Entering Unmasked Estep 
Score: -22079502.000000 Penalty: 6111.767578
	Iteration 24Q: 3 clusters Score -2.20795e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 223717 members 
Entering Unmasked Estep 
Score: -22079742.000000 Penalty: 6111.767578
	Iteration 25Q: 3 clusters Score -2.207974e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 223818 members 
Entering Unmasked Estep 
Score: -22079900.000000 Penalty: 6111.767578
	Iteration 26Q: 3 clusters Score -2.20799e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 223886 members 
Entering Unmasked Estep 
Score: -22079964.000000 Penalty: 6111.767578
	Iteration 27Q: 3 clusters Score -2.207996e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 223929 members 
Entering Unmasked Estep 
Score: -22079984.000000 Penalty: 6111.767578
	Iteration 28Q: 3 clusters Score -2.207998e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 223951 members 
Entering Unmasked Estep 
Score: -22080020.000000 Penalty: 6111.767578
	Iteration 29Q: 3 clusters Score -2.208002e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 223957 members 
Entering Unmasked Estep 
Score: -22080046.000000 Penalty: 6111.767578
	Iteration 30Q: 3 clusters Score -2.208005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 223960 members 
Entering Unmasked Estep 
Score: -22080032.000000 Penalty: 6111.767578
	Iteration 31Q: 3 clusters Score -2.208003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 223960 members 
Entering Unmasked Estep 
Score: -22080056.000000 Penalty: 6111.767578
	Iteration 32Q: 3 clusters Score -2.208006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 223966 members 
Entering Unmasked Estep 
Score: -22080044.000000 Penalty: 6111.767578
	Iteration 33Q: 3 clusters Score -2.208004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 223974 members 
Entering Unmasked Estep 
Score: -22080062.000000 Penalty: 6111.767578
	Iteration 34Q: 3 clusters Score -2.208006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 223981 members 
Entering Unmasked Estep 
Score: -22080066.000000 Penalty: 6111.767578
	Iteration 35Q: 3 clusters Score -2.208007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 223987 members 
Entering Unmasked Estep 
Score: -22080056.000000 Penalty: 6111.767578
	Iteration 36Q: 3 clusters Score -2.208006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 223988 members 
Entering Unmasked Estep 
Score: -22080060.000000 Penalty: 6111.767578
	Iteration 37Q: 3 clusters Score -2.208006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 223988 members 
Entering Unmasked Estep 
Score: -22080070.000000 Penalty: 6111.767578
	Iteration 38Q: 3 clusters Score -2.208007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 223990 members 
Entering Unmasked Estep 
Score: -22080064.000000 Penalty: 6111.767578
	Iteration 39Q: 3 clusters Score -2.208006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 223993 members 
Entering Unmasked Estep 
Score: -22080066.000000 Penalty: 6111.767578
	Iteration 40F: 3 clusters Score -2.208007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 223995 members 
Entering Unmasked Estep 
Score: -22080062.000000 Penalty: 6111.767578
	Iteration 41Q: 3 clusters Score -2.208006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 223997 members 
Entering Unmasked Estep 
Score: -22080072.000000 Penalty: 6111.767578
	Iteration 42Q: 3 clusters Score -2.208007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 224002 members 
Entering Unmasked Estep 
Score: -22080080.000000 Penalty: 6111.767578
	Iteration 43Q: 3 clusters Score -2.208008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 224009 members 
Entering Unmasked Estep 
Score: -22080096.000000 Penalty: 6111.767578
	Iteration 44Q: 3 clusters Score -2.20801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 224010 members 
Entering Unmasked Estep 
Score: -22080108.000000 Penalty: 6111.767578
	Iteration 45Q: 3 clusters Score -2.208011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 224013 members 
Entering Unmasked Estep 
Score: -22080112.000000 Penalty: 6111.767578
	Iteration 46Q: 3 clusters Score -2.208011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 224015 members 
Entering Unmasked Estep 
Score: -22080118.000000 Penalty: 6111.767578
	Iteration 47Q: 3 clusters Score -2.208012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 224016 members 
Entering Unmasked Estep 
Score: -22080116.000000 Penalty: 6111.767578
	Iteration 48Q: 3 clusters Score -2.208012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 224020 members 
Entering Unmasked Estep 
Score: -22080124.000000 Penalty: 6111.767578
	Iteration 49Q: 3 clusters Score -2.208012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 224022 members 
Entering Unmasked Estep 
Score: -22080126.000000 Penalty: 6111.767578
	Iteration 50Q: 3 clusters Score -2.208013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 224026 members 
Entering Unmasked Estep 
Score: -22080126.000000 Penalty: 6111.767578
	Iteration 51Q: 3 clusters Score -2.208013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 224026 members 
Entering Unmasked Estep 
Score: -22080122.000000 Penalty: 6111.767578
	Iteration 52Q: 3 clusters Score -2.208012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 224024 members 
Entering Unmasked Estep 
Score: -22080130.000000 Penalty: 6111.767578
	Iteration 53Q: 3 clusters Score -2.208013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 224022 members 
Entering Unmasked Estep 
Score: -22080132.000000 Penalty: 6111.767578
	Iteration 54Q: 3 clusters Score -2.208013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 224024 members 
Entering Unmasked Estep 
Score: -22080130.000000 Penalty: 6111.767578
	Iteration 55Q: 3 clusters Score -2.208013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 224025 members 
Entering Unmasked Estep 
Score: -22080136.000000 Penalty: 6111.767578
	Iteration 56Q: 3 clusters Score -2.208014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 224027 members 
Entering Unmasked Estep 
Score: -22080128.000000 Penalty: 6111.767578
	Iteration 57Q: 3 clusters Score -2.208013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 224032 members 
Entering Unmasked Estep 
Score: -22080144.000000 Penalty: 6111.767578
	Iteration 58Q: 3 clusters Score -2.208014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 224036 members 
Entering Unmasked Estep 
Score: -22080164.000000 Penalty: 6111.767578
	Iteration 59Q: 3 clusters Score -2.208016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 224042 members 
Entering Unmasked Estep 
Score: -22080150.000000 Penalty: 6111.767578
	Iteration 60F: 3 clusters Score -2.208015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 224041 members 
Entering Unmasked Estep 
Score: -22080170.000000 Penalty: 6111.767578
	Iteration 61Q: 3 clusters Score -2.208017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 224041 members 
Entering Unmasked Estep 
Score: -22080158.000000 Penalty: 6111.767578
	Iteration 62Q: 3 clusters Score -2.208016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 224046 members 
Entering Unmasked Estep 
Score: -22080160.000000 Penalty: 6111.767578
	Iteration 63Q: 3 clusters Score -2.208016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 224047 members 
Entering Unmasked Estep 
Score: -22080156.000000 Penalty: 6111.767578
	Iteration 64Q: 3 clusters Score -2.208016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 224048 members 
Entering Unmasked Estep 
Score: -22080152.000000 Penalty: 6111.767578
	Iteration 65Q: 3 clusters Score -2.208015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 224048 members 
Entering Unmasked Estep 
Score: -22080152.000000 Penalty: 6111.767578
	Iteration 66F: 3 clusters Score -2.208015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (97264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97264 members 
Entering Unmasked Estep 
Score: -9376953.000000 Penalty: 2848.325684
	Iteration 0F: 2 clusters Score -9376953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -9312012.000000 Penalty: 5696.651367
	Iteration 0F: 3 clusters Score -9312012 nChanged 45798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -9338305.000000 Penalty: 5696.651367
	Iteration 1F: 3 clusters Score -9338305 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -9339285.000000 Penalty: 5696.651367
	Iteration 2Q: 3 clusters Score -9339285 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -9340526.000000 Penalty: 5696.651367
	Iteration 3Q: 3 clusters Score -9340526 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -9342042.000000 Penalty: 5696.651367
	Iteration 4Q: 3 clusters Score -9342042 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -9343899.000000 Penalty: 5696.651367
	Iteration 5Q: 3 clusters Score -9343899 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -9346130.000000 Penalty: 5696.651367
	Iteration 6Q: 3 clusters Score -9346130 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -9349008.000000 Penalty: 5696.651367
	Iteration 7F: 3 clusters Score -9349008 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -9352767.000000 Penalty: 5696.651367
	Iteration 8F: 3 clusters Score -9352767 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -9357253.000000 Penalty: 5696.651367
	Iteration 9F: 3 clusters Score -9357253 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 55759 members 
Entering Unmasked Estep 
Score: -9361801.000000 Penalty: 5696.651367
	Iteration 10F: 3 clusters Score -9361801 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -9365151.000000 Penalty: 5696.651367
	Iteration 11F: 3 clusters Score -9365151 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -9367049.000000 Penalty: 5696.651367
	Iteration 12Q: 3 clusters Score -9367049 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -9367975.000000 Penalty: 5696.651367
	Iteration 13Q: 3 clusters Score -9367975 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -9368366.000000 Penalty: 5696.651367
	Iteration 14Q: 3 clusters Score -9368366 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -9368524.000000 Penalty: 5696.651367
	Iteration 15Q: 3 clusters Score -9368524 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -9368735.000000 Penalty: 5696.651367
	Iteration 16Q: 3 clusters Score -9368735 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -9368849.000000 Penalty: 5696.651367
	Iteration 17Q: 3 clusters Score -9368849 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -9368904.000000 Penalty: 5696.651367
	Iteration 18Q: 3 clusters Score -9368904 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -9368977.000000 Penalty: 5696.651367
	Iteration 19Q: 3 clusters Score -9368977 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -9369017.000000 Penalty: 5696.651367
	Iteration 20F: 3 clusters Score -9369017 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -9369059.000000 Penalty: 5696.651367
	Iteration 21Q: 3 clusters Score -9369059 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -9369122.000000 Penalty: 5696.651367
	Iteration 22Q: 3 clusters Score -9369122 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -9369170.000000 Penalty: 5696.651367
	Iteration 23Q: 3 clusters Score -9369170 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -9369165.000000 Penalty: 5696.651367
	Iteration 24Q: 3 clusters Score -9369165 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -9369216.000000 Penalty: 5696.651367
	Iteration 25Q: 3 clusters Score -9369216 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 53259 members 
Entering Unmasked Estep 
Score: -9369226.000000 Penalty: 5696.651367
	Iteration 26Q: 3 clusters Score -9369226 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -9369266.000000 Penalty: 5696.651367
	Iteration 27Q: 3 clusters Score -9369266 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -9369284.000000 Penalty: 5696.651367
	Iteration 28Q: 3 clusters Score -9369284 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -9369271.000000 Penalty: 5696.651367
	Iteration 29Q: 3 clusters Score -9369271 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -9369310.000000 Penalty: 5696.651367
	Iteration 30Q: 3 clusters Score -9369310 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -9369325.000000 Penalty: 5696.651367
	Iteration 31Q: 3 clusters Score -9369325 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52153 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9370169 nChanged 485
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Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 39106 members 
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Mstep: Class 1 contains 58714 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9371114 nChanged 539
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Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9371312 nChanged 545
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Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63921 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 64352 members 
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Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 32509 members 
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Mstep: Class 1 contains 65154 members 
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Mstep: Class 1 contains 65525 members 
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Mstep: Class 1 contains 65896 members 
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Mstep: Class 1 contains 66258 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 66599 members 
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Mstep: Class 1 contains 66902 members 
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Mstep: Class 1 contains 67152 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 67389 members 
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Mstep: Class 1 contains 67597 members 
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Mstep: Class 1 contains 67793 members 
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Mstep: Class 1 contains 67984 members 
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Mstep: Class 1 contains 68180 members 
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Mstep: Class 1 contains 68380 members 
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Mstep: Class 1 contains 68567 members 
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Mstep: Class 1 contains 68956 members 
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Mstep: Class 1 contains 69509 members 
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Mstep: Class 1 contains 69685 members 
Mstep: Class 2 contains 27579 members 
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Mstep: Class 1 contains 69842 members 
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Mstep: Class 1 contains 70018 members 
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	Iteration 113Q: 3 clusters Score -9372258 nChanged 75
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	Iteration 117Q: 3 clusters Score -9372284 nChanged 81
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	Iteration 118Q: 3 clusters Score -9372280 nChanged 84
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	Iteration 120F: 3 clusters Score -9372312 nChanged 97
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	Iteration 122Q: 3 clusters Score -9372318 nChanged 75
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	Iteration 123Q: 3 clusters Score -9372292 nChanged 76
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Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9372352 nChanged 88
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Mstep: Class 1 contains 72561 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9372346 nChanged 102
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Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9372371 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72756 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9372366 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9372358 nChanged 90
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Mstep: Class 1 contains 72938 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9372378 nChanged 103
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Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9372372 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9372382 nChanged 86
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Mstep: Class 1 contains 73229 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9372368 nChanged 83
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Mstep: Class 1 contains 73312 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9372382 nChanged 76
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Mstep: Class 1 contains 73388 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9372382 nChanged 83
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Mstep: Class 1 contains 73471 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9372361 nChanged 84
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Mstep: Class 1 contains 73555 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9372381 nChanged 84
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Mstep: Class 1 contains 73639 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9372383 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9372396 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73837 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9372387 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73946 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9372393 nChanged 102
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Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9372432 nChanged 99
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Mstep: Class 1 contains 74145 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9372453 nChanged 106
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Mstep: Class 1 contains 74249 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9372460 nChanged 122
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Mstep: Class 1 contains 74369 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9372456 nChanged 133
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Mstep: Class 1 contains 74502 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9372449 nChanged 135
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Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9372462 nChanged 146
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Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9372479 nChanged 153
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Mstep: Class 1 contains 74934 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9372481 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9372528 nChanged 116
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Mstep: Class 1 contains 75202 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9372507 nChanged 102
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Mstep: Class 1 contains 75304 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9372504 nChanged 99
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Mstep: Class 1 contains 75403 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9372503 nChanged 105
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Mstep: Class 1 contains 75506 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9372503 nChanged 89
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Mstep: Class 1 contains 75595 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9372535 nChanged 89
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Mstep: Class 1 contains 75684 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9372504 nChanged 102
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Mstep: Class 1 contains 75786 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9372514 nChanged 87
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Mstep: Class 1 contains 75873 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9372511 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9372510 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9372518 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9372524 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9372523 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76262 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9372528 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -9372542 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76398 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9372540 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76479 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9372567 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9372610 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76650 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9372622 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -9372624 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76802 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9372645 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9372634 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9372644 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77062 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9372644 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77159 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -9372665 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77254 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -9372687 nChanged 100
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Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9372680 nChanged 115
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Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -9372673 nChanged 125
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Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9372678 nChanged 123
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Mstep: Class 1 contains 77713 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9372695 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77835 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9372692 nChanged 136
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Mstep: Class 1 contains 77971 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9372691 nChanged 135
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Mstep: Class 1 contains 78100 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9372703 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -9372705 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78370 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9372709 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78522 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9372727 nChanged 153
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Mstep: Class 1 contains 78675 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9372725 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78796 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9372716 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9372734 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79014 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9372763 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9372746 nChanged 117
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Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9372754 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79369 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -9372776 nChanged 108
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Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -9372772 nChanged 119
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Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -9372797 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79710 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9372793 nChanged 146
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Mstep: Class 1 contains 79856 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9372794 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80019 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9372810 nChanged 170
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Mstep: Class 1 contains 80189 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -9372792 nChanged 174
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Mstep: Class 1 contains 80363 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9372815 nChanged 170
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Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 16731 members 
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Mstep: Class 1 contains 80723 members 
Mstep: Class 2 contains 16541 members 
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Mstep: Class 1 contains 80936 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 81191 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -9372922 nChanged 281
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Mstep: Class 1 contains 81472 members 
Mstep: Class 2 contains 15792 members 
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Mstep: Class 1 contains 81742 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9372990 nChanged 317
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Mstep: Class 1 contains 82057 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9373013 nChanged 307
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Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -9373087 nChanged 304
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Mstep: Class 1 contains 82662 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9373178 nChanged 314
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Mstep: Class 1 contains 82972 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9373252 nChanged 352
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Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9373273 nChanged 361
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Mstep: Class 1 contains 83659 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -9373370 nChanged 382
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Mstep: Class 1 contains 84033 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9373438 nChanged 394
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Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -9373526 nChanged 395
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Mstep: Class 1 contains 84810 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9373585 nChanged 366
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Mstep: Class 1 contains 85162 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -9373649 nChanged 372
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Mstep: Class 1 contains 85524 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -9373743 nChanged 401
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Mstep: Class 1 contains 85915 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -9373879 nChanged 399
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86310 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -9373958 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86665 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -9374001 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87053 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -9374083.000000 Penalty: 5696.651367
	Iteration 221Q: 3 clusters Score -9374083 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87477 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -9374190.000000 Penalty: 5696.651367
	Iteration 222Q: 3 clusters Score -9374190 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87879 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -9374280 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88214 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -9374365.000000 Penalty: 5696.651367
	Iteration 224Q: 3 clusters Score -9374365 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88554 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -9374458.000000 Penalty: 5696.651367
	Iteration 225Q: 3 clusters Score -9374458 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88875 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -9374512.000000 Penalty: 5696.651367
	Iteration 226Q: 3 clusters Score -9374512 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89193 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -9374581 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89504 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -9374644 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89800 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -9374706 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -9374757 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90353 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -9374814.000000 Penalty: 5696.651367
	Iteration 231Q: 3 clusters Score -9374814 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90594 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -9374874 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90819 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -9374906.000000 Penalty: 5696.651367
	Iteration 233Q: 3 clusters Score -9374906 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91009 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -9374904.000000 Penalty: 5696.651367
	Iteration 234Q: 3 clusters Score -9374904 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91200 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -9374939.000000 Penalty: 5696.651367
	Iteration 235Q: 3 clusters Score -9374939 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91371 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -9375003.000000 Penalty: 5696.651367
	Iteration 236Q: 3 clusters Score -9375003 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91551 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -9375025.000000 Penalty: 5696.651367
	Iteration 237Q: 3 clusters Score -9375025 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91709 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -9375066.000000 Penalty: 5696.651367
	Iteration 238Q: 3 clusters Score -9375066 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -9375095.000000 Penalty: 5696.651367
	Iteration 239Q: 3 clusters Score -9375095 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91996 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -9375134.000000 Penalty: 5696.651367
	Iteration 240F: 3 clusters Score -9375134 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92136 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -9375166.000000 Penalty: 5696.651367
	Iteration 241Q: 3 clusters Score -9375166 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92264 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -9375166 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92391 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -9375179.000000 Penalty: 5696.651367
	Iteration 243Q: 3 clusters Score -9375179 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92509 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -9375204.000000 Penalty: 5696.651367
	Iteration 244Q: 3 clusters Score -9375204 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92621 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -9375251.000000 Penalty: 5696.651367
	Iteration 245Q: 3 clusters Score -9375251 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92733 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -9375268.000000 Penalty: 5696.651367
	Iteration 246Q: 3 clusters Score -9375268 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92834 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -9375275.000000 Penalty: 5696.651367
	Iteration 247Q: 3 clusters Score -9375275 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92935 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -9375322.000000 Penalty: 5696.651367
	Iteration 248Q: 3 clusters Score -9375322 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93050 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -9375335.000000 Penalty: 5696.651367
	Iteration 249Q: 3 clusters Score -9375335 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -9375368.000000 Penalty: 5696.651367
	Iteration 250Q: 3 clusters Score -9375368 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93233 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -9375381.000000 Penalty: 5696.651367
	Iteration 251Q: 3 clusters Score -9375381 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93316 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -9375398.000000 Penalty: 5696.651367
	Iteration 252Q: 3 clusters Score -9375398 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93395 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -9375416.000000 Penalty: 5696.651367
	Iteration 253Q: 3 clusters Score -9375416 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93469 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -9375421.000000 Penalty: 5696.651367
	Iteration 254Q: 3 clusters Score -9375421 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93548 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -9375415.000000 Penalty: 5696.651367
	Iteration 255Q: 3 clusters Score -9375415 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93615 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -9375432.000000 Penalty: 5696.651367
	Iteration 256Q: 3 clusters Score -9375432 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93697 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -9375453 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93755 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -9375476.000000 Penalty: 5696.651367
	Iteration 258Q: 3 clusters Score -9375476 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93811 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -9375480.000000 Penalty: 5696.651367
	Iteration 259Q: 3 clusters Score -9375480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -9375520.000000 Penalty: 5696.651367
	Iteration 260F: 3 clusters Score -9375520 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93907 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -9375526.000000 Penalty: 5696.651367
	Iteration 261Q: 3 clusters Score -9375526 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93954 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -9375544.000000 Penalty: 5696.651367
	Iteration 262Q: 3 clusters Score -9375544 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93999 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -9375560.000000 Penalty: 5696.651367
	Iteration 263Q: 3 clusters Score -9375560 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94037 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -9375560.000000 Penalty: 5696.651367
	Iteration 264Q: 3 clusters Score -9375560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94065 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -9375559.000000 Penalty: 5696.651367
	Iteration 265Q: 3 clusters Score -9375559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94090 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -9375580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94104 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -9375567.000000 Penalty: 5696.651367
	Iteration 267Q: 3 clusters Score -9375567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -9375576.000000 Penalty: 5696.651367
	Iteration 268Q: 3 clusters Score -9375576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94128 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -9375577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94145 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -9375567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94163 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -9375588.000000 Penalty: 5696.651367
	Iteration 271Q: 3 clusters Score -9375588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94175 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -9375579.000000 Penalty: 5696.651367
	Iteration 272Q: 3 clusters Score -9375579 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94186 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -9375577.000000 Penalty: 5696.651367
	Iteration 273Q: 3 clusters Score -9375577 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -9375580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94202 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -9375580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94209 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -9375577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94214 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -9375576.000000 Penalty: 5696.651367
	Iteration 277Q: 3 clusters Score -9375576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94219 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -9375580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -9375585.000000 Penalty: 5696.651367
	Iteration 279Q: 3 clusters Score -9375585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94223 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -9375580.000000 Penalty: 5696.651367
	Iteration 280F: 3 clusters Score -9375580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94224 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -9375578 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94224 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
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	Iteration 282F: 3 clusters Score -9375578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12329 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1143355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1134228 nChanged 5201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1137110 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1137508 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1137846 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1138172 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1138537 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1138935.125000 Penalty: 4672.175781
	Iteration 6Q: 3 clusters Score -1138935 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1139428.500000 Penalty: 4672.175781
	Iteration 7Q: 3 clusters Score -1139428 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1139909.875000 Penalty: 4672.175781
	Iteration 8Q: 3 clusters Score -1139910 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1140317.875000 Penalty: 4672.175781
	Iteration 9Q: 3 clusters Score -1140318 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1140616 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1140827 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1140963.500000 Penalty: 4672.175781
	Iteration 12Q: 3 clusters Score -1140964 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1141071.625000 Penalty: 4672.175781
	Iteration 13Q: 3 clusters Score -1141072 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1141157.125000 Penalty: 4672.175781
	Iteration 14Q: 3 clusters Score -1141157 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1141238.375000 Penalty: 4672.175781
	Iteration 15Q: 3 clusters Score -1141238 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1141302.000000 Penalty: 4672.175781
	Iteration 16Q: 3 clusters Score -1141302 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1141346.750000 Penalty: 4672.175781
	Iteration 17Q: 3 clusters Score -1141347 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1141382.750000 Penalty: 4672.175781
	Iteration 18Q: 3 clusters Score -1141383 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1141407.875000 Penalty: 4672.175781
	Iteration 19Q: 3 clusters Score -1141408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1141420.500000 Penalty: 4672.175781
	Iteration 20F: 3 clusters Score -1141420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1141431.250000 Penalty: 4672.175781
	Iteration 21Q: 3 clusters Score -1141431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1141442.250000 Penalty: 4672.175781
	Iteration 22Q: 3 clusters Score -1141442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1141452.125000 Penalty: 4672.175781
	Iteration 23Q: 3 clusters Score -1141452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1141463.750000 Penalty: 4672.175781
	Iteration 24Q: 3 clusters Score -1141464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1141468.375000 Penalty: 4672.175781
	Iteration 25Q: 3 clusters Score -1141468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1141478.375000 Penalty: 4672.175781
	Iteration 26Q: 3 clusters Score -1141478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1141487.000000 Penalty: 4672.175781
	Iteration 27Q: 3 clusters Score -1141487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1141493.000000 Penalty: 4672.175781
	Iteration 28Q: 3 clusters Score -1141493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1141503.250000 Penalty: 4672.175781
	Iteration 29Q: 3 clusters Score -1141503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1141507.125000 Penalty: 4672.175781
	Iteration 30Q: 3 clusters Score -1141507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1141519.500000 Penalty: 4672.175781
	Iteration 31Q: 3 clusters Score -1141520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1141527.750000 Penalty: 4672.175781
	Iteration 32Q: 3 clusters Score -1141528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1141528.375000 Penalty: 4672.175781
	Iteration 33Q: 3 clusters Score -1141528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1141532.375000 Penalty: 4672.175781
	Iteration 34Q: 3 clusters Score -1141532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1141535.000000 Penalty: 4672.175781
	Iteration 35Q: 3 clusters Score -1141535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1141533.250000 Penalty: 4672.175781
	Iteration 36Q: 3 clusters Score -1141533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1141533.875000 Penalty: 4672.175781
	Iteration 37Q: 3 clusters Score -1141534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1141533.625000 Penalty: 4672.175781
	Iteration 38Q: 3 clusters Score -1141534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1141535.000000 Penalty: 4672.175781
	Iteration 39Q: 3 clusters Score -1141535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1141533.625000 Penalty: 4672.175781
	Iteration 40F: 3 clusters Score -1141534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1141535.375000 Penalty: 4672.175781
	Iteration 41Q: 3 clusters Score -1141535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1141535.250000 Penalty: 4672.175781
	Iteration 42Q: 3 clusters Score -1141535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1141535.750000 Penalty: 4672.175781
	Iteration 43Q: 3 clusters Score -1141536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1141537.750000 Penalty: 4672.175781
	Iteration 44Q: 3 clusters Score -1141538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1141540.125000 Penalty: 4672.175781
	Iteration 45Q: 3 clusters Score -1141540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1141541.375000 Penalty: 4672.175781
	Iteration 46Q: 3 clusters Score -1141541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1141540.750000 Penalty: 4672.175781
	Iteration 47Q: 3 clusters Score -1141541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1141544.250000 Penalty: 4672.175781
	Iteration 48Q: 3 clusters Score -1141544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1141543.875000 Penalty: 4672.175781
	Iteration 49Q: 3 clusters Score -1141544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1141545.625000 Penalty: 4672.175781
	Iteration 50Q: 3 clusters Score -1141546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1141546.625000 Penalty: 4672.175781
	Iteration 51Q: 3 clusters Score -1141547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1141549.750000 Penalty: 4672.175781
	Iteration 52Q: 3 clusters Score -1141550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1141548.625000 Penalty: 4672.175781
	Iteration 53Q: 3 clusters Score -1141549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1141547.750000 Penalty: 4672.175781
	Iteration 54Q: 3 clusters Score -1141548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1141547.750000 Penalty: 4672.175781
	Iteration 55F: 3 clusters Score -1141548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Entering Unmasked Estep 
Score: -880018.562500 Penalty: 2259.024902
	Iteration 0F: 2 clusters Score -880018.6 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 4580 members 
Entering Unmasked Estep 
Score: -873027.312500 Penalty: 4518.049805
	Iteration 0F: 3 clusters Score -873027.3 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -874974.875000 Penalty: 4518.049805
	Iteration 1F: 3 clusters Score -874974.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -875270.062500 Penalty: 4518.049805
	Iteration 2F: 3 clusters Score -875270.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -875509.437500 Penalty: 4518.049805
	Iteration 3F: 3 clusters Score -875509.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -875696.562500 Penalty: 4518.049805
	Iteration 4Q: 3 clusters Score -875696.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -875877.750000 Penalty: 4518.049805
	Iteration 5Q: 3 clusters Score -875877.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -876079.000000 Penalty: 4518.049805
	Iteration 6Q: 3 clusters Score -876079 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -876274.062500 Penalty: 4518.049805
	Iteration 7Q: 3 clusters Score -876274.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -876456.250000 Penalty: 4518.049805
	Iteration 8Q: 3 clusters Score -876456.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -876640.125000 Penalty: 4518.049805
	Iteration 9Q: 3 clusters Score -876640.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -876821.875000 Penalty: 4518.049805
	Iteration 10Q: 3 clusters Score -876821.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -877011.000000 Penalty: 4518.049805
	Iteration 11Q: 3 clusters Score -877011 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -877190.312500 Penalty: 4518.049805
	Iteration 12Q: 3 clusters Score -877190.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -877347.250000 Penalty: 4518.049805
	Iteration 13Q: 3 clusters Score -877347.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -877495.000000 Penalty: 4518.049805
	Iteration 14Q: 3 clusters Score -877495 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -877641.187500 Penalty: 4518.049805
	Iteration 15Q: 3 clusters Score -877641.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -877742.062500 Penalty: 4518.049805
	Iteration 16Q: 3 clusters Score -877742.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -877795.937500 Penalty: 4518.049805
	Iteration 17Q: 3 clusters Score -877795.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -877857.312500 Penalty: 4518.049805
	Iteration 18Q: 3 clusters Score -877857.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -877916.750000 Penalty: 4518.049805
	Iteration 19Q: 3 clusters Score -877916.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -877975.187500 Penalty: 4518.049805
	Iteration 20F: 3 clusters Score -877975.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -878021.375000 Penalty: 4518.049805
	Iteration 21Q: 3 clusters Score -878021.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -878057.000000 Penalty: 4518.049805
	Iteration 22Q: 3 clusters Score -878057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -878084.750000 Penalty: 4518.049805
	Iteration 23Q: 3 clusters Score -878084.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -878103.875000 Penalty: 4518.049805
	Iteration 24Q: 3 clusters Score -878103.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -878121.125000 Penalty: 4518.049805
	Iteration 25Q: 3 clusters Score -878121.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -878141.875000 Penalty: 4518.049805
	Iteration 26Q: 3 clusters Score -878141.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -878151.687500 Penalty: 4518.049805
	Iteration 27Q: 3 clusters Score -878151.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -878158.937500 Penalty: 4518.049805
	Iteration 28Q: 3 clusters Score -878158.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -878163.375000 Penalty: 4518.049805
	Iteration 29Q: 3 clusters Score -878163.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -878169.062500 Penalty: 4518.049805
	Iteration 30Q: 3 clusters Score -878169.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -878176.250000 Penalty: 4518.049805
	Iteration 31Q: 3 clusters Score -878176.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -878183.687500 Penalty: 4518.049805
	Iteration 32Q: 3 clusters Score -878183.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -878188.375000 Penalty: 4518.049805
	Iteration 33Q: 3 clusters Score -878188.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -878188.687500 Penalty: 4518.049805
	Iteration 34Q: 3 clusters Score -878188.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -878190.937500 Penalty: 4518.049805
	Iteration 35Q: 3 clusters Score -878190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -878190.750000 Penalty: 4518.049805
	Iteration 36Q: 3 clusters Score -878190.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -878192.687500 Penalty: 4518.049805
	Iteration 37Q: 3 clusters Score -878192.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -878192.875000 Penalty: 4518.049805
	Iteration 38Q: 3 clusters Score -878192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -878194.000000 Penalty: 4518.049805
	Iteration 39Q: 3 clusters Score -878194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -878194.875000 Penalty: 4518.049805
	Iteration 40F: 3 clusters Score -878194.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -878195.312500 Penalty: 4518.049805
	Iteration 41Q: 3 clusters Score -878195.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -878196.625000 Penalty: 4518.049805
	Iteration 42Q: 3 clusters Score -878196.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -878196.625000 Penalty: 4518.049805
	Iteration 43F: 3 clusters Score -878196.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Entering Unmasked Estep 
Score: -797561.312500 Penalty: 2229.289307
	Iteration 0F: 2 clusters Score -797561.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -791169.125000 Penalty: 4458.578613
	Iteration 0F: 3 clusters Score -791169.1 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -792895.312500 Penalty: 4458.578613
	Iteration 1F: 3 clusters Score -792895.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -793161.375000 Penalty: 4458.578613
	Iteration 2F: 3 clusters Score -793161.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -793371.562500 Penalty: 4458.578613
	Iteration 3F: 3 clusters Score -793371.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -793560.187500 Penalty: 4458.578613
	Iteration 4Q: 3 clusters Score -793560.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -793738.562500 Penalty: 4458.578613
	Iteration 5Q: 3 clusters Score -793738.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -793912.250000 Penalty: 4458.578613
	Iteration 6Q: 3 clusters Score -793912.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -794111.375000 Penalty: 4458.578613
	Iteration 7Q: 3 clusters Score -794111.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -794333.562500 Penalty: 4458.578613
	Iteration 8Q: 3 clusters Score -794333.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -794557.687500 Penalty: 4458.578613
	Iteration 9Q: 3 clusters Score -794557.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -794737.250000 Penalty: 4458.578613
	Iteration 10Q: 3 clusters Score -794737.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -794870.312500 Penalty: 4458.578613
	Iteration 11Q: 3 clusters Score -794870.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -794980.187500 Penalty: 4458.578613
	Iteration 12Q: 3 clusters Score -794980.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -795078.375000 Penalty: 4458.578613
	Iteration 13Q: 3 clusters Score -795078.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -795167.000000 Penalty: 4458.578613
	Iteration 14Q: 3 clusters Score -795167 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -795250.000000 Penalty: 4458.578613
	Iteration 15Q: 3 clusters Score -795250 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -795316.750000 Penalty: 4458.578613
	Iteration 16Q: 3 clusters Score -795316.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -795361.187500 Penalty: 4458.578613
	Iteration 17Q: 3 clusters Score -795361.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -795398.937500 Penalty: 4458.578613
	Iteration 18Q: 3 clusters Score -795398.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -795433.500000 Penalty: 4458.578613
	Iteration 19Q: 3 clusters Score -795433.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -795456.375000 Penalty: 4458.578613
	Iteration 20F: 3 clusters Score -795456.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -795476.875000 Penalty: 4458.578613
	Iteration 21Q: 3 clusters Score -795476.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -795502.500000 Penalty: 4458.578613
	Iteration 22Q: 3 clusters Score -795502.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -795525.125000 Penalty: 4458.578613
	Iteration 23Q: 3 clusters Score -795525.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -795540.187500 Penalty: 4458.578613
	Iteration 24Q: 3 clusters Score -795540.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -795558.375000 Penalty: 4458.578613
	Iteration 25Q: 3 clusters Score -795558.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -795573.000000 Penalty: 4458.578613
	Iteration 26Q: 3 clusters Score -795573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -795578.375000 Penalty: 4458.578613
	Iteration 27Q: 3 clusters Score -795578.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -795584.250000 Penalty: 4458.578613
	Iteration 28Q: 3 clusters Score -795584.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -795587.687500 Penalty: 4458.578613
	Iteration 29Q: 3 clusters Score -795587.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -795590.687500 Penalty: 4458.578613
	Iteration 30Q: 3 clusters Score -795590.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -795594.062500 Penalty: 4458.578613
	Iteration 31Q: 3 clusters Score -795594.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -795597.000000 Penalty: 4458.578613
	Iteration 32Q: 3 clusters Score -795597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -795599.687500 Penalty: 4458.578613
	Iteration 33Q: 3 clusters Score -795599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -795600.625000 Penalty: 4458.578613
	Iteration 34Q: 3 clusters Score -795600.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -795601.750000 Penalty: 4458.578613
	Iteration 35Q: 3 clusters Score -795601.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -795604.125000 Penalty: 4458.578613
	Iteration 36Q: 3 clusters Score -795604.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -795604.250000 Penalty: 4458.578613
	Iteration 37Q: 3 clusters Score -795604.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -795605.562500 Penalty: 4458.578613
	Iteration 38Q: 3 clusters Score -795605.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -795606.187500 Penalty: 4458.578613
	Iteration 39Q: 3 clusters Score -795606.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -795606.687500 Penalty: 4458.578613
	Iteration 40F: 3 clusters Score -795606.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Entering Unmasked Estep 
Score: -1194118.625000 Penalty: 2346.410400
	Iteration 0F: 2 clusters Score -1194119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1184592.375000 Penalty: 4692.820801
	Iteration 0F: 3 clusters Score -1184592 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1187653.250000 Penalty: 4692.820801
	Iteration 1F: 3 clusters Score -1187653 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1188009.875000 Penalty: 4692.820801
	Iteration 2F: 3 clusters Score -1188010 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1188355.125000 Penalty: 4692.820801
	Iteration 3F: 3 clusters Score -1188355 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1188692.500000 Penalty: 4692.820801
	Iteration 4Q: 3 clusters Score -1188692 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1189027.000000 Penalty: 4692.820801
	Iteration 5Q: 3 clusters Score -1189027 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1189403.750000 Penalty: 4692.820801
	Iteration 6Q: 3 clusters Score -1189404 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1189831.750000 Penalty: 4692.820801
	Iteration 7F: 3 clusters Score -1189832 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1190249.625000 Penalty: 4692.820801
	Iteration 8Q: 3 clusters Score -1190250 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1190615.125000 Penalty: 4692.820801
	Iteration 9Q: 3 clusters Score -1190615 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1190953.375000 Penalty: 4692.820801
	Iteration 10Q: 3 clusters Score -1190953 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1191223.250000 Penalty: 4692.820801
	Iteration 11Q: 3 clusters Score -1191223 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1191444.750000 Penalty: 4692.820801
	Iteration 12Q: 3 clusters Score -1191445 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1191620.625000 Penalty: 4692.820801
	Iteration 13Q: 3 clusters Score -1191621 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1191760.250000 Penalty: 4692.820801
	Iteration 14Q: 3 clusters Score -1191760 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1191852.000000 Penalty: 4692.820801
	Iteration 15Q: 3 clusters Score -1191852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1191926.625000 Penalty: 4692.820801
	Iteration 16Q: 3 clusters Score -1191927 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1191990.500000 Penalty: 4692.820801
	Iteration 17Q: 3 clusters Score -1191990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1192044.000000 Penalty: 4692.820801
	Iteration 18Q: 3 clusters Score -1192044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1192100.500000 Penalty: 4692.820801
	Iteration 19Q: 3 clusters Score -1192100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1192142.625000 Penalty: 4692.820801
	Iteration 20F: 3 clusters Score -1192143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1192190.250000 Penalty: 4692.820801
	Iteration 21Q: 3 clusters Score -1192190 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1192240.500000 Penalty: 4692.820801
	Iteration 22Q: 3 clusters Score -1192240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1192278.250000 Penalty: 4692.820801
	Iteration 23Q: 3 clusters Score -1192278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1192317.375000 Penalty: 4692.820801
	Iteration 24Q: 3 clusters Score -1192317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1192339.500000 Penalty: 4692.820801
	Iteration 25Q: 3 clusters Score -1192340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1192362.500000 Penalty: 4692.820801
	Iteration 26Q: 3 clusters Score -1192362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1192376.750000 Penalty: 4692.820801
	Iteration 27Q: 3 clusters Score -1192377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1192389.375000 Penalty: 4692.820801
	Iteration 28Q: 3 clusters Score -1192389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1192403.375000 Penalty: 4692.820801
	Iteration 29Q: 3 clusters Score -1192403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1192429.000000 Penalty: 4692.820801
	Iteration 30Q: 3 clusters Score -1192429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1192453.250000 Penalty: 4692.820801
	Iteration 31Q: 3 clusters Score -1192453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1192467.625000 Penalty: 4692.820801
	Iteration 32Q: 3 clusters Score -1192468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1192488.625000 Penalty: 4692.820801
	Iteration 33Q: 3 clusters Score -1192489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1192508.250000 Penalty: 4692.820801
	Iteration 34Q: 3 clusters Score -1192508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1192524.625000 Penalty: 4692.820801
	Iteration 35Q: 3 clusters Score -1192525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1192531.875000 Penalty: 4692.820801
	Iteration 36Q: 3 clusters Score -1192532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1192539.625000 Penalty: 4692.820801
	Iteration 37Q: 3 clusters Score -1192540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1192542.625000 Penalty: 4692.820801
	Iteration 38Q: 3 clusters Score -1192543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1192546.375000 Penalty: 4692.820801
	Iteration 39Q: 3 clusters Score -1192546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1192550.875000 Penalty: 4692.820801
	Iteration 40F: 3 clusters Score -1192551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1192557.875000 Penalty: 4692.820801
	Iteration 41Q: 3 clusters Score -1192558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1192564.875000 Penalty: 4692.820801
	Iteration 42Q: 3 clusters Score -1192565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1192575.250000 Penalty: 4692.820801
	Iteration 43Q: 3 clusters Score -1192575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1192585.750000 Penalty: 4692.820801
	Iteration 44Q: 3 clusters Score -1192586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1192593.500000 Penalty: 4692.820801
	Iteration 45Q: 3 clusters Score -1192594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1192597.250000 Penalty: 4692.820801
	Iteration 46Q: 3 clusters Score -1192597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1192600.375000 Penalty: 4692.820801
	Iteration 47Q: 3 clusters Score -1192600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1192603.000000 Penalty: 4692.820801
	Iteration 48Q: 3 clusters Score -1192603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1192607.625000 Penalty: 4692.820801
	Iteration 49Q: 3 clusters Score -1192608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1192610.750000 Penalty: 4692.820801
	Iteration 50Q: 3 clusters Score -1192611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1192613.250000 Penalty: 4692.820801
	Iteration 51Q: 3 clusters Score -1192613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1192614.875000 Penalty: 4692.820801
	Iteration 52Q: 3 clusters Score -1192615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1192620.000000 Penalty: 4692.820801
	Iteration 53Q: 3 clusters Score -1192620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1192624.250000 Penalty: 4692.820801
	Iteration 54Q: 3 clusters Score -1192624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1192628.250000 Penalty: 4692.820801
	Iteration 55Q: 3 clusters Score -1192628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1192631.375000 Penalty: 4692.820801
	Iteration 56Q: 3 clusters Score -1192631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1192638.750000 Penalty: 4692.820801
	Iteration 57Q: 3 clusters Score -1192639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1192648.250000 Penalty: 4692.820801
	Iteration 58Q: 3 clusters Score -1192648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1192655.500000 Penalty: 4692.820801
	Iteration 59Q: 3 clusters Score -1192656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1192661.125000 Penalty: 4692.820801
	Iteration 60F: 3 clusters Score -1192661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1192665.500000 Penalty: 4692.820801
	Iteration 61Q: 3 clusters Score -1192666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1192669.000000 Penalty: 4692.820801
	Iteration 62Q: 3 clusters Score -1192669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1192672.000000 Penalty: 4692.820801
	Iteration 63Q: 3 clusters Score -1192672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1192675.625000 Penalty: 4692.820801
	Iteration 64Q: 3 clusters Score -1192676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1192684.000000 Penalty: 4692.820801
	Iteration 65Q: 3 clusters Score -1192684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1192692.125000 Penalty: 4692.820801
	Iteration 66Q: 3 clusters Score -1192692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1192703.750000 Penalty: 4692.820801
	Iteration 67Q: 3 clusters Score -1192704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1192714.375000 Penalty: 4692.820801
	Iteration 68Q: 3 clusters Score -1192714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1192730.750000 Penalty: 4692.820801
	Iteration 69Q: 3 clusters Score -1192731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1192747.125000 Penalty: 4692.820801
	Iteration 70Q: 3 clusters Score -1192747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1192755.500000 Penalty: 4692.820801
	Iteration 71Q: 3 clusters Score -1192756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1192773.375000 Penalty: 4692.820801
	Iteration 72Q: 3 clusters Score -1192773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1192789.125000 Penalty: 4692.820801
	Iteration 73Q: 3 clusters Score -1192789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1192808.375000 Penalty: 4692.820801
	Iteration 74Q: 3 clusters Score -1192808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1192814.250000 Penalty: 4692.820801
	Iteration 75Q: 3 clusters Score -1192814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1192822.750000 Penalty: 4692.820801
	Iteration 76Q: 3 clusters Score -1192823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1192830.500000 Penalty: 4692.820801
	Iteration 77Q: 3 clusters Score -1192830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1192834.500000 Penalty: 4692.820801
	Iteration 78Q: 3 clusters Score -1192834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1192838.750000 Penalty: 4692.820801
	Iteration 79Q: 3 clusters Score -1192839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1192847.625000 Penalty: 4692.820801
	Iteration 80F: 3 clusters Score -1192848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1192859.250000 Penalty: 4692.820801
	Iteration 81Q: 3 clusters Score -1192859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1192867.000000 Penalty: 4692.820801
	Iteration 82Q: 3 clusters Score -1192867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1192879.875000 Penalty: 4692.820801
	Iteration 83Q: 3 clusters Score -1192880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1192889.125000 Penalty: 4692.820801
	Iteration 84Q: 3 clusters Score -1192889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1192903.875000 Penalty: 4692.820801
	Iteration 85Q: 3 clusters Score -1192904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1192910.125000 Penalty: 4692.820801
	Iteration 86Q: 3 clusters Score -1192910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1192916.875000 Penalty: 4692.820801
	Iteration 87Q: 3 clusters Score -1192917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1192920.500000 Penalty: 4692.820801
	Iteration 88Q: 3 clusters Score -1192920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1192925.125000 Penalty: 4692.820801
	Iteration 89Q: 3 clusters Score -1192925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1192932.000000 Penalty: 4692.820801
	Iteration 90Q: 3 clusters Score -1192932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1192937.500000 Penalty: 4692.820801
	Iteration 91Q: 3 clusters Score -1192938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1192944.000000 Penalty: 4692.820801
	Iteration 92Q: 3 clusters Score -1192944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1192942.125000 Penalty: 4692.820801
	Iteration 93Q: 3 clusters Score -1192942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1192945.625000 Penalty: 4692.820801
	Iteration 94Q: 3 clusters Score -1192946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1192945.125000 Penalty: 4692.820801
	Iteration 95Q: 3 clusters Score -1192945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1192948.125000 Penalty: 4692.820801
	Iteration 96Q: 3 clusters Score -1192948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1192952.375000 Penalty: 4692.820801
	Iteration 97Q: 3 clusters Score -1192952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1192953.125000 Penalty: 4692.820801
	Iteration 98Q: 3 clusters Score -1192953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1192957.250000 Penalty: 4692.820801
	Iteration 99Q: 3 clusters Score -1192957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1192963.500000 Penalty: 4692.820801
	Iteration 100F: 3 clusters Score -1192964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1192964.500000 Penalty: 4692.820801
	Iteration 101Q: 3 clusters Score -1192964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1192966.750000 Penalty: 4692.820801
	Iteration 102Q: 3 clusters Score -1192967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1192966.875000 Penalty: 4692.820801
	Iteration 103Q: 3 clusters Score -1192967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1192969.125000 Penalty: 4692.820801
	Iteration 104Q: 3 clusters Score -1192969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1192971.375000 Penalty: 4692.820801
	Iteration 105Q: 3 clusters Score -1192971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1192973.375000 Penalty: 4692.820801
	Iteration 106Q: 3 clusters Score -1192973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1192977.125000 Penalty: 4692.820801
	Iteration 107Q: 3 clusters Score -1192977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1192981.625000 Penalty: 4692.820801
	Iteration 108Q: 3 clusters Score -1192982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1192981.000000 Penalty: 4692.820801
	Iteration 109Q: 3 clusters Score -1192981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1192982.000000 Penalty: 4692.820801
	Iteration 110Q: 3 clusters Score -1192982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1192985.875000 Penalty: 4692.820801
	Iteration 111Q: 3 clusters Score -1192986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1192985.250000 Penalty: 4692.820801
	Iteration 112Q: 3 clusters Score -1192985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1192982.500000 Penalty: 4692.820801
	Iteration 113Q: 3 clusters Score -1192982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1192984.500000 Penalty: 4692.820801
	Iteration 114Q: 3 clusters Score -1192984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1192983.750000 Penalty: 4692.820801
	Iteration 115Q: 3 clusters Score -1192984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1192984.875000 Penalty: 4692.820801
	Iteration 116Q: 3 clusters Score -1192985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1192985.625000 Penalty: 4692.820801
	Iteration 117Q: 3 clusters Score -1192986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1192984.625000 Penalty: 4692.820801
	Iteration 118Q: 3 clusters Score -1192985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1192986.125000 Penalty: 4692.820801
	Iteration 119Q: 3 clusters Score -1192986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1192986.000000 Penalty: 4692.820801
	Iteration 120F: 3 clusters Score -1192986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (306221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306221 members 
Entering Unmasked Estep 
Score: -29999006.000000 Penalty: 3132.751465
	Iteration 0F: 2 clusters Score -2.999901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152805 members 
Mstep: Class 2 contains 153416 members 
Entering Unmasked Estep 
Score: -29803210.000000 Penalty: 6265.502930
	Iteration 0F: 3 clusters Score -2.980321e+07 nChanged 148057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148798 members 
Mstep: Class 2 contains 157423 members 
Entering Unmasked Estep 
Score: -29891290.000000 Penalty: 6265.502930
	Iteration 1F: 3 clusters Score -2.989129e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146695 members 
Mstep: Class 2 contains 159526 members 
Entering Unmasked Estep 
Score: -29892484.000000 Penalty: 6265.502930
	Iteration 2Q: 3 clusters Score -2.989248e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143344 members 
Mstep: Class 2 contains 162877 members 
Entering Unmasked Estep 
Score: -29893922.000000 Penalty: 6265.502930
	Iteration 3Q: 3 clusters Score -2.989392e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138286 members 
Mstep: Class 2 contains 167935 members 
Entering Unmasked Estep 
Score: -29896196.000000 Penalty: 6265.502930
	Iteration 4Q: 3 clusters Score -2.98962e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130804 members 
Mstep: Class 2 contains 175417 members 
Entering Unmasked Estep 
Score: -29899578.000000 Penalty: 6265.502930
	Iteration 5Q: 3 clusters Score -2.989958e+07 nChanged 13125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119731 members 
Mstep: Class 2 contains 186490 members 
Entering Unmasked Estep 
Score: -29905506.000000 Penalty: 6265.502930
	Iteration 6Q: 3 clusters Score -2.990551e+07 nChanged 16821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 201755 members 
Entering Unmasked Estep 
Score: -29915536.000000 Penalty: 6265.502930
	Iteration 7F: 3 clusters Score -2.991554e+07 nChanged 20633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84829 members 
Mstep: Class 2 contains 221392 members 
Entering Unmasked Estep 
Score: -29930026.000000 Penalty: 6265.502930
	Iteration 8F: 3 clusters Score -2.993003e+07 nChanged 22404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 243232 members 
Entering Unmasked Estep 
Score: -29947674.000000 Penalty: 6265.502930
	Iteration 9F: 3 clusters Score -2.994767e+07 nChanged 20663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 263669 members 
Entering Unmasked Estep 
Score: -29964984.000000 Penalty: 6265.502930
	Iteration 10F: 3 clusters Score -2.996498e+07 nChanged 16125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 279738 members 
Entering Unmasked Estep 
Score: -29978124.000000 Penalty: 6265.502930
	Iteration 11F: 3 clusters Score -2.997812e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 290335 members 
Entering Unmasked Estep 
Score: -29986356.000000 Penalty: 6265.502930
	Iteration 12Q: 3 clusters Score -2.998636e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 296619 members 
Entering Unmasked Estep 
Score: -29990754.000000 Penalty: 6265.502930
	Iteration 13Q: 3 clusters Score -2.999075e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 300193 members 
Entering Unmasked Estep 
Score: -29993054.000000 Penalty: 6265.502930
	Iteration 14Q: 3 clusters Score -2.999305e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 302158 members 
Entering Unmasked Estep 
Score: -29994390.000000 Penalty: 6265.502930
	Iteration 15Q: 3 clusters Score -2.999439e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 303281 members 
Entering Unmasked Estep 
Score: -29995056.000000 Penalty: 6265.502930
	Iteration 16Q: 3 clusters Score -2.999506e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 303963 members 
Entering Unmasked Estep 
Score: -29995474.000000 Penalty: 6265.502930
	Iteration 17Q: 3 clusters Score -2.999547e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 304375 members 
Entering Unmasked Estep 
Score: -29995828.000000 Penalty: 6265.502930
	Iteration 18Q: 3 clusters Score -2.999583e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 304643 members 
Entering Unmasked Estep 
Score: -29995976.000000 Penalty: 6265.502930
	Iteration 19Q: 3 clusters Score -2.999598e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 304823 members 
Entering Unmasked Estep 
Score: -29996170.000000 Penalty: 6265.502930
	Iteration 20F: 3 clusters Score -2.999617e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 304938 members 
Entering Unmasked Estep 
Score: -29996234.000000 Penalty: 6265.502930
	Iteration 21Q: 3 clusters Score -2.999623e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 305019 members 
Entering Unmasked Estep 
Score: -29996268.000000 Penalty: 6265.502930
	Iteration 22Q: 3 clusters Score -2.999627e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 305084 members 
Entering Unmasked Estep 
Score: -29996348.000000 Penalty: 6265.502930
	Iteration 23Q: 3 clusters Score -2.999635e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 305128 members 
Entering Unmasked Estep 
Score: -29996366.000000 Penalty: 6265.502930
	Iteration 24Q: 3 clusters Score -2.999637e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 305160 members 
Entering Unmasked Estep 
Score: -29996406.000000 Penalty: 6265.502930
	Iteration 25Q: 3 clusters Score -2.999641e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 305176 members 
Entering Unmasked Estep 
Score: -29996442.000000 Penalty: 6265.502930
	Iteration 26Q: 3 clusters Score -2.999644e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 305194 members 
Entering Unmasked Estep 
Score: -29996440.000000 Penalty: 6265.502930
	Iteration 27Q: 3 clusters Score -2.999644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 305205 members 
Entering Unmasked Estep 
Score: -29996456.000000 Penalty: 6265.502930
	Iteration 28Q: 3 clusters Score -2.999646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 305213 members 
Entering Unmasked Estep 
Score: -29996458.000000 Penalty: 6265.502930
	Iteration 29Q: 3 clusters Score -2.999646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 305224 members 
Entering Unmasked Estep 
Score: -29996444.000000 Penalty: 6265.502930
	Iteration 30Q: 3 clusters Score -2.999644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 305229 members 
Entering Unmasked Estep 
Score: -29996482.000000 Penalty: 6265.502930
	Iteration 31Q: 3 clusters Score -2.999648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 305231 members 
Entering Unmasked Estep 
Score: -29996466.000000 Penalty: 6265.502930
	Iteration 32Q: 3 clusters Score -2.999647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 305236 members 
Entering Unmasked Estep 
Score: -29996480.000000 Penalty: 6265.502930
	Iteration 33Q: 3 clusters Score -2.999648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 305242 members 
Entering Unmasked Estep 
Score: -29996478.000000 Penalty: 6265.502930
	Iteration 34Q: 3 clusters Score -2.999648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 305246 members 
Entering Unmasked Estep 
Score: -29996456.000000 Penalty: 6265.502930
	Iteration 35Q: 3 clusters Score -2.999646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 305247 members 
Entering Unmasked Estep 
Score: -29996482.000000 Penalty: 6265.502930
	Iteration 36Q: 3 clusters Score -2.999648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 305245 members 
Entering Unmasked Estep 
Score: -29996478.000000 Penalty: 6265.502930
	Iteration 37Q: 3 clusters Score -2.999648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 305249 members 
Entering Unmasked Estep 
Score: -29996484.000000 Penalty: 6265.502930
	Iteration 38Q: 3 clusters Score -2.999648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 305250 members 
Entering Unmasked Estep 
Score: -29996494.000000 Penalty: 6265.502930
	Iteration 39Q: 3 clusters Score -2.999649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 305251 members 
Entering Unmasked Estep 
Score: -29996490.000000 Penalty: 6265.502930
	Iteration 40F: 3 clusters Score -2.999649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 305250 members 
Entering Unmasked Estep 
Score: -29996490.000000 Penalty: 6265.502930
	Iteration 41Q: 3 clusters Score -2.999649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 305253 members 
Entering Unmasked Estep 
Score: -29996496.000000 Penalty: 6265.502930
	Iteration 42Q: 3 clusters Score -2.99965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 305255 members 
Entering Unmasked Estep 
Score: -29996490.000000 Penalty: 6265.502930
	Iteration 43Q: 3 clusters Score -2.999649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 305255 members 
Entering Unmasked Estep 
Score: -29996490.000000 Penalty: 6265.502930
	Iteration 44F: 3 clusters Score -2.999649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (217778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217778 members 
Entering Unmasked Estep 
Score: -21323900.000000 Penalty: 3048.225342
	Iteration 0F: 2 clusters Score -2.13239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108581 members 
Mstep: Class 2 contains 109197 members 
Entering Unmasked Estep 
Score: -21179720.000000 Penalty: 6096.450684
	Iteration 0F: 3 clusters Score -2.117972e+07 nChanged 104996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102011 members 
Mstep: Class 2 contains 115767 members 
Entering Unmasked Estep 
Score: -21241314.000000 Penalty: 6096.450684
	Iteration 1F: 3 clusters Score -2.124131e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97252 members 
Mstep: Class 2 contains 120526 members 
Entering Unmasked Estep 
Score: -21243132.000000 Penalty: 6096.450684
	Iteration 2Q: 3 clusters Score -2.124313e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89658 members 
Mstep: Class 2 contains 128120 members 
Entering Unmasked Estep 
Score: -21246690.000000 Penalty: 6096.450684
	Iteration 3Q: 3 clusters Score -2.124669e+07 nChanged 12694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 139628 members 
Entering Unmasked Estep 
Score: -21253692.000000 Penalty: 6096.450684
	Iteration 4F: 3 clusters Score -2.125369e+07 nChanged 16917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 155641 members 
Entering Unmasked Estep 
Score: -21265728.000000 Penalty: 6096.450684
	Iteration 5F: 3 clusters Score -2.126573e+07 nChanged 19556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 174621 members 
Entering Unmasked Estep 
Score: -21282812.000000 Penalty: 6096.450684
	Iteration 6F: 3 clusters Score -2.128281e+07 nChanged 18152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 192465 members 
Entering Unmasked Estep 
Score: -21299200.000000 Penalty: 6096.450684
	Iteration 7F: 3 clusters Score -2.12992e+07 nChanged 12907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 205292 members 
Entering Unmasked Estep 
Score: -21310600.000000 Penalty: 6096.450684
	Iteration 8F: 3 clusters Score -2.13106e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 212597 members 
Entering Unmasked Estep 
Score: -21317048.000000 Penalty: 6096.450684
	Iteration 9Q: 3 clusters Score -2.131705e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 215815 members 
Entering Unmasked Estep 
Score: -21319638.000000 Penalty: 6096.450684
	Iteration 10Q: 3 clusters Score -2.131964e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 216918 members 
Entering Unmasked Estep 
Score: -21320572.000000 Penalty: 6096.450684
	Iteration 11Q: 3 clusters Score -2.132057e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 217247 members 
Entering Unmasked Estep 
Score: -21320916.000000 Penalty: 6096.450684
	Iteration 12Q: 3 clusters Score -2.132092e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 217365 members 
Entering Unmasked Estep 
Score: -21321052.000000 Penalty: 6096.450684
	Iteration 13Q: 3 clusters Score -2.132105e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 217407 members 
Entering Unmasked Estep 
Score: -21321092.000000 Penalty: 6096.450684
	Iteration 14Q: 3 clusters Score -2.132109e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 217428 members 
Entering Unmasked Estep 
Score: -21321134.000000 Penalty: 6096.450684
	Iteration 15Q: 3 clusters Score -2.132113e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 217445 members 
Entering Unmasked Estep 
Score: -21321174.000000 Penalty: 6096.450684
	Iteration 16Q: 3 clusters Score -2.132117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 217452 members 
Entering Unmasked Estep 
Score: -21321184.000000 Penalty: 6096.450684
	Iteration 17Q: 3 clusters Score -2.132118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 217460 members 
Entering Unmasked Estep 
Score: -21321200.000000 Penalty: 6096.450684
	Iteration 18Q: 3 clusters Score -2.13212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 217460 members 
Entering Unmasked Estep 
Score: -21321218.000000 Penalty: 6096.450684
	Iteration 19Q: 3 clusters Score -2.132122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 217465 members 
Entering Unmasked Estep 
Score: -21321210.000000 Penalty: 6096.450684
	Iteration 20F: 3 clusters Score -2.132121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 217467 members 
Entering Unmasked Estep 
Score: -21321222.000000 Penalty: 6096.450684
	Iteration 21Q: 3 clusters Score -2.132122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 217468 members 
Entering Unmasked Estep 
Score: -21321224.000000 Penalty: 6096.450684
	Iteration 22Q: 3 clusters Score -2.132122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 217467 members 
Entering Unmasked Estep 
Score: -21321214.000000 Penalty: 6096.450684
	Iteration 23Q: 3 clusters Score -2.132121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 217466 members 
Entering Unmasked Estep 
Score: -21321214.000000 Penalty: 6096.450684
	Iteration 24Q: 3 clusters Score -2.132121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 217466 members 
Entering Unmasked Estep 
Score: -21321214.000000 Penalty: 6096.450684
	Iteration 25F: 3 clusters Score -2.132121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1022544.500000 Penalty: 2310.135010
	Iteration 0F: 2 clusters Score -1022544 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 5650 members 
Entering Unmasked Estep 
Score: -1014244.812500 Penalty: 4620.270020
	Iteration 0F: 3 clusters Score -1014245 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1017028.250000 Penalty: 4620.270020
	Iteration 1F: 3 clusters Score -1017028 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1017945.562500 Penalty: 4620.270020
	Iteration 2F: 3 clusters Score -1017946 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1018868.000000 Penalty: 4620.270020
	Iteration 3F: 3 clusters Score -1018868 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1019784.000000 Penalty: 4620.270020
	Iteration 4F: 3 clusters Score -1019784 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1020597.000000 Penalty: 4620.270020
	Iteration 5F: 3 clusters Score -1020597 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1021143.187500 Penalty: 4620.270020
	Iteration 6F: 3 clusters Score -1021143 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1021484.875000 Penalty: 4620.270020
	Iteration 7Q: 3 clusters Score -1021485 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1021678.375000 Penalty: 4620.270020
	Iteration 8Q: 3 clusters Score -1021678 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1021805.812500 Penalty: 4620.270020
	Iteration 9Q: 3 clusters Score -1021806 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1021927.187500 Penalty: 4620.270020
	Iteration 10Q: 3 clusters Score -1021927 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1022040.562500 Penalty: 4620.270020
	Iteration 11Q: 3 clusters Score -1022041 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1022133.937500 Penalty: 4620.270020
	Iteration 12Q: 3 clusters Score -1022134 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1022221.812500 Penalty: 4620.270020
	Iteration 13Q: 3 clusters Score -1022222 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1022282.312500 Penalty: 4620.270020
	Iteration 14Q: 3 clusters Score -1022282 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1022332.937500 Penalty: 4620.270020
	Iteration 15Q: 3 clusters Score -1022333 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1022365.062500 Penalty: 4620.270020
	Iteration 16Q: 3 clusters Score -1022365 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1022397.562500 Penalty: 4620.270020
	Iteration 17Q: 3 clusters Score -1022398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1022425.250000 Penalty: 4620.270020
	Iteration 18Q: 3 clusters Score -1022425 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1022445.750000 Penalty: 4620.270020
	Iteration 19Q: 3 clusters Score -1022446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1022467.687500 Penalty: 4620.270020
	Iteration 20F: 3 clusters Score -1022468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1022481.125000 Penalty: 4620.270020
	Iteration 21Q: 3 clusters Score -1022481 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1022490.437500 Penalty: 4620.270020
	Iteration 22Q: 3 clusters Score -1022490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1022498.500000 Penalty: 4620.270020
	Iteration 23Q: 3 clusters Score -1022498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1022504.500000 Penalty: 4620.270020
	Iteration 24Q: 3 clusters Score -1022504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1022508.750000 Penalty: 4620.270020
	Iteration 25Q: 3 clusters Score -1022509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1022514.375000 Penalty: 4620.270020
	Iteration 26Q: 3 clusters Score -1022514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1022518.625000 Penalty: 4620.270020
	Iteration 27Q: 3 clusters Score -1022519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1022529.562500 Penalty: 4620.270020
	Iteration 28Q: 3 clusters Score -1022530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1022534.000000 Penalty: 4620.270020
	Iteration 29Q: 3 clusters Score -1022534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1022536.875000 Penalty: 4620.270020
	Iteration 30Q: 3 clusters Score -1022537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1022541.937500 Penalty: 4620.270020
	Iteration 31Q: 3 clusters Score -1022542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1022538.562500 Penalty: 4620.270020
	Iteration 32Q: 3 clusters Score -1022539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1022542.562500 Penalty: 4620.270020
	Iteration 33Q: 3 clusters Score -1022543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1022545.250000 Penalty: 4620.270020
	Iteration 34Q: 3 clusters Score -1022545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1022544.687500 Penalty: 4620.270020
	Iteration 35Q: 3 clusters Score -1022545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1022544.625000 Penalty: 4620.270020
	Iteration 36Q: 3 clusters Score -1022545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1022545.187500 Penalty: 4620.270020
	Iteration 37Q: 3 clusters Score -1022545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1022545.625000 Penalty: 4620.270020
	Iteration 38Q: 3 clusters Score -1022546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1022545.125000 Penalty: 4620.270020
	Iteration 39Q: 3 clusters Score -1022545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1022545.125000 Penalty: 4620.270020
	Iteration 40F: 3 clusters Score -1022545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 11688 members 
Mstep: Class 3 contains 22590 members 
Mstep: Class 4 contains 9804 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 101966 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 224608 members 
Mstep: Class 9 contains 97264 members 
Mstep: Class 10 contains 12329 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 8015 members 
Mstep: Class 13 contains 12853 members 
Mstep: Class 14 contains 306221 members 
Mstep: Class 15 contains 217778 members 
Mstep: Class 16 contains 7654 members 
Mstep: Class 17 contains 13027 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 7468 members 
Mstep: Class 20 contains 63325 members 
Mstep: Class 21 contains 128124 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 15551 members 
Mstep: Class 24 contains 228106 members 
Mstep: Class 25 contains 13076 members 
Mstep: Class 26 contains 9712 members 
Mstep: Class 27 contains 16345 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 11369 members 
Mstep: Class 30 contains 7152 members 
Mstep: Class 31 contains 16771 members 
Mstep: Class 32 contains 6797 members 
Mstep: Class 33 contains 16337 members 
Mstep: Class 34 contains 3450 members 
Entering Unmasked Estep 
Score: -157702784.000000 Penalty: 120826.726562
Splitting cluster 16 changes total score from -157703664.000000 to -157702784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (13027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Entering Unmasked Estep 
Score: -1205599.750000 Penalty: 2349.745117
	Iteration 0F: 2 clusters Score -1205600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1196020.625000 Penalty: 4699.490234
	Iteration 0F: 3 clusters Score -1196021 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1198955.875000 Penalty: 4699.490234
	Iteration 1F: 3 clusters Score -1198956 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1199251.875000 Penalty: 4699.490234
	Iteration 2F: 3 clusters Score -1199252 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1199470.250000 Penalty: 4699.490234
	Iteration 3Q: 3 clusters Score -1199470 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1199652.375000 Penalty: 4699.490234
	Iteration 4Q: 3 clusters Score -1199652 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1199798.375000 Penalty: 4699.490234
	Iteration 5Q: 3 clusters Score -1199798 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1199961.375000 Penalty: 4699.490234
	Iteration 6Q: 3 clusters Score -1199961 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1200144.375000 Penalty: 4699.490234
	Iteration 7Q: 3 clusters Score -1200144 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1200366.500000 Penalty: 4699.490234
	Iteration 8Q: 3 clusters Score -1200366 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1200645.875000 Penalty: 4699.490234
	Iteration 9Q: 3 clusters Score -1200646 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1201041.125000 Penalty: 4699.490234
	Iteration 10Q: 3 clusters Score -1201041 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1201492.250000 Penalty: 4699.490234
	Iteration 11Q: 3 clusters Score -1201492 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1201997.000000 Penalty: 4699.490234
	Iteration 12Q: 3 clusters Score -1201997 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1202496.000000 Penalty: 4699.490234
	Iteration 13Q: 3 clusters Score -1202496 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1202857.375000 Penalty: 4699.490234
	Iteration 14Q: 3 clusters Score -1202857 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1203102.250000 Penalty: 4699.490234
	Iteration 15Q: 3 clusters Score -1203102 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1203269.000000 Penalty: 4699.490234
	Iteration 16Q: 3 clusters Score -1203269 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1203368.125000 Penalty: 4699.490234
	Iteration 17Q: 3 clusters Score -1203368 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1203451.250000 Penalty: 4699.490234
	Iteration 18Q: 3 clusters Score -1203451 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1203526.875000 Penalty: 4699.490234
	Iteration 19Q: 3 clusters Score -1203527 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1203579.250000 Penalty: 4699.490234
	Iteration 20F: 3 clusters Score -1203579 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1203620.250000 Penalty: 4699.490234
	Iteration 21Q: 3 clusters Score -1203620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1203647.750000 Penalty: 4699.490234
	Iteration 22Q: 3 clusters Score -1203648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1203674.125000 Penalty: 4699.490234
	Iteration 23Q: 3 clusters Score -1203674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1203693.125000 Penalty: 4699.490234
	Iteration 24Q: 3 clusters Score -1203693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1203716.125000 Penalty: 4699.490234
	Iteration 25Q: 3 clusters Score -1203716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1203731.875000 Penalty: 4699.490234
	Iteration 26Q: 3 clusters Score -1203732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1203745.750000 Penalty: 4699.490234
	Iteration 27Q: 3 clusters Score -1203746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1203754.500000 Penalty: 4699.490234
	Iteration 28Q: 3 clusters Score -1203754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1203762.875000 Penalty: 4699.490234
	Iteration 29Q: 3 clusters Score -1203763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1203772.125000 Penalty: 4699.490234
	Iteration 30Q: 3 clusters Score -1203772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1203781.750000 Penalty: 4699.490234
	Iteration 31Q: 3 clusters Score -1203782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1203789.375000 Penalty: 4699.490234
	Iteration 32Q: 3 clusters Score -1203789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1203800.000000 Penalty: 4699.490234
	Iteration 33Q: 3 clusters Score -1203800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1203811.625000 Penalty: 4699.490234
	Iteration 34Q: 3 clusters Score -1203812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1203818.000000 Penalty: 4699.490234
	Iteration 35Q: 3 clusters Score -1203818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1203821.375000 Penalty: 4699.490234
	Iteration 36Q: 3 clusters Score -1203821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1203826.875000 Penalty: 4699.490234
	Iteration 37Q: 3 clusters Score -1203827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1203836.625000 Penalty: 4699.490234
	Iteration 38Q: 3 clusters Score -1203837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1203838.125000 Penalty: 4699.490234
	Iteration 39Q: 3 clusters Score -1203838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1203839.750000 Penalty: 4699.490234
	Iteration 40F: 3 clusters Score -1203840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1203843.750000 Penalty: 4699.490234
	Iteration 41Q: 3 clusters Score -1203844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1203843.750000 Penalty: 4699.490234
	Iteration 42F: 3 clusters Score -1203844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Entering Unmasked Estep 
Score: -1715757.250000 Penalty: 2425.542969
	Iteration 0F: 2 clusters Score -1715757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1703273.625000 Penalty: 4851.085938
	Iteration 0F: 3 clusters Score -1703274 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1707182.500000 Penalty: 4851.085938
	Iteration 1F: 3 clusters Score -1707182 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1707505.500000 Penalty: 4851.085938
	Iteration 2F: 3 clusters Score -1707506 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1707766.375000 Penalty: 4851.085938
	Iteration 3Q: 3 clusters Score -1707766 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1708018.875000 Penalty: 4851.085938
	Iteration 4Q: 3 clusters Score -1708019 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1708261.250000 Penalty: 4851.085938
	Iteration 5Q: 3 clusters Score -1708261 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1708533.250000 Penalty: 4851.085938
	Iteration 6Q: 3 clusters Score -1708533 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1708862.875000 Penalty: 4851.085938
	Iteration 7Q: 3 clusters Score -1708863 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1709278.750000 Penalty: 4851.085938
	Iteration 8Q: 3 clusters Score -1709279 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1709734.500000 Penalty: 4851.085938
	Iteration 9Q: 3 clusters Score -1709734 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1710280.875000 Penalty: 4851.085938
	Iteration 10Q: 3 clusters Score -1710281 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1710891.125000 Penalty: 4851.085938
	Iteration 11Q: 3 clusters Score -1710891 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1711590.000000 Penalty: 4851.085938
	Iteration 12F: 3 clusters Score -1711590 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1712253.750000 Penalty: 4851.085938
	Iteration 13Q: 3 clusters Score -1712254 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1712806.125000 Penalty: 4851.085938
	Iteration 14Q: 3 clusters Score -1712806 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -1713173.625000 Penalty: 4851.085938
	Iteration 15Q: 3 clusters Score -1713174 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1713376.000000 Penalty: 4851.085938
	Iteration 16Q: 3 clusters Score -1713376 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -1713478.750000 Penalty: 4851.085938
	Iteration 17Q: 3 clusters Score -1713479 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -1713541.750000 Penalty: 4851.085938
	Iteration 18Q: 3 clusters Score -1713542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1713584.125000 Penalty: 4851.085938
	Iteration 19Q: 3 clusters Score -1713584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1713621.875000 Penalty: 4851.085938
	Iteration 20F: 3 clusters Score -1713622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1713641.500000 Penalty: 4851.085938
	Iteration 21Q: 3 clusters Score -1713642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -1713652.000000 Penalty: 4851.085938
	Iteration 22Q: 3 clusters Score -1713652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1713656.000000 Penalty: 4851.085938
	Iteration 23Q: 3 clusters Score -1713656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -1713661.250000 Penalty: 4851.085938
	Iteration 24Q: 3 clusters Score -1713661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1713665.250000 Penalty: 4851.085938
	Iteration 25Q: 3 clusters Score -1713665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -1713669.375000 Penalty: 4851.085938
	Iteration 26Q: 3 clusters Score -1713669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -1713669.375000 Penalty: 4851.085938
	Iteration 27F: 3 clusters Score -1713669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Entering Unmasked Estep 
Score: -692002.875000 Penalty: 2211.758789
	Iteration 0F: 2 clusters Score -692002.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -685987.500000 Penalty: 4423.517578
	Iteration 0F: 3 clusters Score -685987.5 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -687695.250000 Penalty: 4423.517578
	Iteration 1F: 3 clusters Score -687695.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -688030.812500 Penalty: 4423.517578
	Iteration 2F: 3 clusters Score -688030.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -688278.000000 Penalty: 4423.517578
	Iteration 3F: 3 clusters Score -688278 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -688473.812500 Penalty: 4423.517578
	Iteration 4Q: 3 clusters Score -688473.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -688646.812500 Penalty: 4423.517578
	Iteration 5Q: 3 clusters Score -688646.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -688801.687500 Penalty: 4423.517578
	Iteration 6Q: 3 clusters Score -688801.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -688946.687500 Penalty: 4423.517578
	Iteration 7Q: 3 clusters Score -688946.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -689069.937500 Penalty: 4423.517578
	Iteration 8Q: 3 clusters Score -689069.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -689185.562500 Penalty: 4423.517578
	Iteration 9Q: 3 clusters Score -689185.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -689331.437500 Penalty: 4423.517578
	Iteration 10Q: 3 clusters Score -689331.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -689490.500000 Penalty: 4423.517578
	Iteration 11Q: 3 clusters Score -689490.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -689648.625000 Penalty: 4423.517578
	Iteration 12Q: 3 clusters Score -689648.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -689823.687500 Penalty: 4423.517578
	Iteration 13Q: 3 clusters Score -689823.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -690012.500000 Penalty: 4423.517578
	Iteration 14Q: 3 clusters Score -690012.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -690184.187500 Penalty: 4423.517578
	Iteration 15Q: 3 clusters Score -690184.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -690319.062500 Penalty: 4423.517578
	Iteration 16Q: 3 clusters Score -690319.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -690437.187500 Penalty: 4423.517578
	Iteration 17Q: 3 clusters Score -690437.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -690524.562500 Penalty: 4423.517578
	Iteration 18Q: 3 clusters Score -690524.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -690587.875000 Penalty: 4423.517578
	Iteration 19Q: 3 clusters Score -690587.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -690632.312500 Penalty: 4423.517578
	Iteration 20F: 3 clusters Score -690632.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -690673.125000 Penalty: 4423.517578
	Iteration 21Q: 3 clusters Score -690673.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -690715.250000 Penalty: 4423.517578
	Iteration 22Q: 3 clusters Score -690715.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -690747.187500 Penalty: 4423.517578
	Iteration 23Q: 3 clusters Score -690747.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -690770.812500 Penalty: 4423.517578
	Iteration 24Q: 3 clusters Score -690770.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -690788.812500 Penalty: 4423.517578
	Iteration 25Q: 3 clusters Score -690788.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -690815.750000 Penalty: 4423.517578
	Iteration 26Q: 3 clusters Score -690815.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -690833.625000 Penalty: 4423.517578
	Iteration 27Q: 3 clusters Score -690833.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -690856.375000 Penalty: 4423.517578
	Iteration 28Q: 3 clusters Score -690856.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -690868.500000 Penalty: 4423.517578
	Iteration 29Q: 3 clusters Score -690868.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -690883.000000 Penalty: 4423.517578
	Iteration 30Q: 3 clusters Score -690883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -690897.875000 Penalty: 4423.517578
	Iteration 31Q: 3 clusters Score -690897.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -690918.312500 Penalty: 4423.517578
	Iteration 32Q: 3 clusters Score -690918.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -690942.750000 Penalty: 4423.517578
	Iteration 33Q: 3 clusters Score -690942.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -690967.937500 Penalty: 4423.517578
	Iteration 34Q: 3 clusters Score -690967.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -690999.750000 Penalty: 4423.517578
	Iteration 35Q: 3 clusters Score -690999.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -691049.937500 Penalty: 4423.517578
	Iteration 36Q: 3 clusters Score -691049.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -691089.250000 Penalty: 4423.517578
	Iteration 37Q: 3 clusters Score -691089.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -691116.750000 Penalty: 4423.517578
	Iteration 38Q: 3 clusters Score -691116.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -691136.687500 Penalty: 4423.517578
	Iteration 39Q: 3 clusters Score -691136.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -691150.375000 Penalty: 4423.517578
	Iteration 40F: 3 clusters Score -691150.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -691157.562500 Penalty: 4423.517578
	Iteration 41Q: 3 clusters Score -691157.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -691163.500000 Penalty: 4423.517578
	Iteration 42Q: 3 clusters Score -691163.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -691165.062500 Penalty: 4423.517578
	Iteration 43Q: 3 clusters Score -691165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -691166.062500 Penalty: 4423.517578
	Iteration 44Q: 3 clusters Score -691166.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -691166.750000 Penalty: 4423.517578
	Iteration 45Q: 3 clusters Score -691166.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -691166.750000 Penalty: 4423.517578
	Iteration 46F: 3 clusters Score -691166.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (63325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63325 members 
Entering Unmasked Estep 
Score: -6148012.000000 Penalty: 2741.896729
	Iteration 0F: 2 clusters Score -6148012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -6105628.000000 Penalty: 5483.793457
	Iteration 0F: 3 clusters Score -6105628 nChanged 29442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -6122331.500000 Penalty: 5483.793457
	Iteration 1F: 3 clusters Score -6122332 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -6123347.000000 Penalty: 5483.793457
	Iteration 2Q: 3 clusters Score -6123347 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -6124542.500000 Penalty: 5483.793457
	Iteration 3Q: 3 clusters Score -6124542 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -6126072.500000 Penalty: 5483.793457
	Iteration 4Q: 3 clusters Score -6126072 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -6127998.000000 Penalty: 5483.793457
	Iteration 5F: 3 clusters Score -6127998 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -6130362.000000 Penalty: 5483.793457
	Iteration 6F: 3 clusters Score -6130362 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -6133439.000000 Penalty: 5483.793457
	Iteration 7F: 3 clusters Score -6133439 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -6137189.000000 Penalty: 5483.793457
	Iteration 8F: 3 clusters Score -6137189 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -6140903.000000 Penalty: 5483.793457
	Iteration 9F: 3 clusters Score -6140903 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -6143364.000000 Penalty: 5483.793457
	Iteration 10Q: 3 clusters Score -6143364 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -6144676.500000 Penalty: 5483.793457
	Iteration 11Q: 3 clusters Score -6144676 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -6145598.000000 Penalty: 5483.793457
	Iteration 12Q: 3 clusters Score -6145598 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -6146260.000000 Penalty: 5483.793457
	Iteration 13Q: 3 clusters Score -6146260 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -6146691.000000 Penalty: 5483.793457
	Iteration 14Q: 3 clusters Score -6146691 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -6147003.000000 Penalty: 5483.793457
	Iteration 15Q: 3 clusters Score -6147003 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -6147182.000000 Penalty: 5483.793457
	Iteration 16Q: 3 clusters Score -6147182 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -6147286.500000 Penalty: 5483.793457
	Iteration 17Q: 3 clusters Score -6147286 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -6147338.500000 Penalty: 5483.793457
	Iteration 18Q: 3 clusters Score -6147338 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -6147377.500000 Penalty: 5483.793457
	Iteration 19Q: 3 clusters Score -6147378 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -6147415.000000 Penalty: 5483.793457
	Iteration 20F: 3 clusters Score -6147415 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -6147467.000000 Penalty: 5483.793457
	Iteration 21Q: 3 clusters Score -6147467 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -6147488.000000 Penalty: 5483.793457
	Iteration 22Q: 3 clusters Score -6147488 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -6147492.000000 Penalty: 5483.793457
	Iteration 23Q: 3 clusters Score -6147492 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -6147503.000000 Penalty: 5483.793457
	Iteration 24Q: 3 clusters Score -6147503 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -6147511.000000 Penalty: 5483.793457
	Iteration 25Q: 3 clusters Score -6147511 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -6147518.500000 Penalty: 5483.793457
	Iteration 26Q: 3 clusters Score -6147518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -6147502.000000 Penalty: 5483.793457
	Iteration 27Q: 3 clusters Score -6147502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -6147505.500000 Penalty: 5483.793457
	Iteration 28Q: 3 clusters Score -6147506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -6147500.500000 Penalty: 5483.793457
	Iteration 29Q: 3 clusters Score -6147500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -6147500.500000 Penalty: 5483.793457
	Iteration 30Q: 3 clusters Score -6147500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -6147508.000000 Penalty: 5483.793457
	Iteration 31Q: 3 clusters Score -6147508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
Score: -6147497.500000 Penalty: 5483.793457
	Iteration 32Q: 3 clusters Score -6147498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -6147500.000000 Penalty: 5483.793457
	Iteration 33Q: 3 clusters Score -6147500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -6147496.500000 Penalty: 5483.793457
	Iteration 34Q: 3 clusters Score -6147496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -6147494.000000 Penalty: 5483.793457
	Iteration 35Q: 3 clusters Score -6147494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -6147500.000000 Penalty: 5483.793457
	Iteration 36Q: 3 clusters Score -6147500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -6147500.000000 Penalty: 5483.793457
	Iteration 37Q: 3 clusters Score -6147500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -6147499.000000 Penalty: 5483.793457
	Iteration 38Q: 3 clusters Score -6147499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -6147502.000000 Penalty: 5483.793457
	Iteration 39Q: 3 clusters Score -6147502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -6147507.000000 Penalty: 5483.793457
	Iteration 40F: 3 clusters Score -6147507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 56780 members 
Entering Unmasked Estep 
Score: -6147502.500000 Penalty: 5483.793457
	Iteration 41Q: 3 clusters Score -6147502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -6147501.500000 Penalty: 5483.793457
	Iteration 42Q: 3 clusters Score -6147502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -6147512.000000 Penalty: 5483.793457
	Iteration 43Q: 3 clusters Score -6147512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -6147515.000000 Penalty: 5483.793457
	Iteration 44Q: 3 clusters Score -6147515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -6147511.000000 Penalty: 5483.793457
	Iteration 45Q: 3 clusters Score -6147511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -6147515.500000 Penalty: 5483.793457
	Iteration 46Q: 3 clusters Score -6147516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -6147517.500000 Penalty: 5483.793457
	Iteration 47Q: 3 clusters Score -6147518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -6147518.500000 Penalty: 5483.793457
	Iteration 48Q: 3 clusters Score -6147518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 56830 members 
Entering Unmasked Estep 
Score: -6147519.000000 Penalty: 5483.793457
	Iteration 49Q: 3 clusters Score -6147519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
Score: -6147506.000000 Penalty: 5483.793457
	Iteration 50Q: 3 clusters Score -6147506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -6147515.500000 Penalty: 5483.793457
	Iteration 51Q: 3 clusters Score -6147516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -6147518.000000 Penalty: 5483.793457
	Iteration 52Q: 3 clusters Score -6147518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -6147512.500000 Penalty: 5483.793457
	Iteration 53Q: 3 clusters Score -6147512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -6147512.000000 Penalty: 5483.793457
	Iteration 54Q: 3 clusters Score -6147512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -6147512.500000 Penalty: 5483.793457
	Iteration 55Q: 3 clusters Score -6147512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -6147512.500000 Penalty: 5483.793457
	Iteration 56F: 3 clusters Score -6147512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (128124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128124 members 
Entering Unmasked Estep 
Score: -12430497.000000 Penalty: 2916.666992
	Iteration 0F: 2 clusters Score -1.24305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63988 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -12344834.000000 Penalty: 5833.333984
	Iteration 0F: 3 clusters Score -1.234483e+07 nChanged 61010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -12379878.000000 Penalty: 5833.333984
	Iteration 1F: 3 clusters Score -1.237988e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -12380673.000000 Penalty: 5833.333984
	Iteration 2Q: 3 clusters Score -1.238067e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 66861 members 
Entering Unmasked Estep 
Score: -12381666.000000 Penalty: 5833.333984
	Iteration 3Q: 3 clusters Score -1.238167e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -12382821.000000 Penalty: 5833.333984
	Iteration 4Q: 3 clusters Score -1.238282e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -12384511.000000 Penalty: 5833.333984
	Iteration 5Q: 3 clusters Score -1.238451e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 74700 members 
Entering Unmasked Estep 
Score: -12386937.000000 Penalty: 5833.333984
	Iteration 6Q: 3 clusters Score -1.238694e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 79750 members 
Entering Unmasked Estep 
Score: -12390644.000000 Penalty: 5833.333984
	Iteration 7F: 3 clusters Score -1.239064e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 86028 members 
Entering Unmasked Estep 
Score: -12395660.000000 Penalty: 5833.333984
	Iteration 8F: 3 clusters Score -1.239566e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 92816 members 
Entering Unmasked Estep 
Score: -12401821.000000 Penalty: 5833.333984
	Iteration 9F: 3 clusters Score -1.240182e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 98887 members 
Entering Unmasked Estep 
Score: -12407568.000000 Penalty: 5833.333984
	Iteration 10F: 3 clusters Score -1.240757e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 103780 members 
Entering Unmasked Estep 
Score: -12411975.000000 Penalty: 5833.333984
	Iteration 11Q: 3 clusters Score -1.241198e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 107595 members 
Entering Unmasked Estep 
Score: -12415111.000000 Penalty: 5833.333984
	Iteration 12Q: 3 clusters Score -1.241511e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 110689 members 
Entering Unmasked Estep 
Score: -12417079.000000 Penalty: 5833.333984
	Iteration 13Q: 3 clusters Score -1.241708e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 113403 members 
Entering Unmasked Estep 
Score: -12418672.000000 Penalty: 5833.333984
	Iteration 14Q: 3 clusters Score -1.241867e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 115864 members 
Entering Unmasked Estep 
Score: -12420208.000000 Penalty: 5833.333984
	Iteration 15Q: 3 clusters Score -1.242021e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 118065 members 
Entering Unmasked Estep 
Score: -12421574.000000 Penalty: 5833.333984
	Iteration 16Q: 3 clusters Score -1.242157e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 119967 members 
Entering Unmasked Estep 
Score: -12422840.000000 Penalty: 5833.333984
	Iteration 17Q: 3 clusters Score -1.242284e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 121630 members 
Entering Unmasked Estep 
Score: -12423936.000000 Penalty: 5833.333984
	Iteration 18Q: 3 clusters Score -1.242394e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 123001 members 
Entering Unmasked Estep 
Score: -12424879.000000 Penalty: 5833.333984
	Iteration 19Q: 3 clusters Score -1.242488e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 124099 members 
Entering Unmasked Estep 
Score: -12425737.000000 Penalty: 5833.333984
	Iteration 20F: 3 clusters Score -1.242574e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 124976 members 
Entering Unmasked Estep 
Score: -12426291.000000 Penalty: 5833.333984
	Iteration 21Q: 3 clusters Score -1.242629e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 125605 members 
Entering Unmasked Estep 
Score: -12426762.000000 Penalty: 5833.333984
	Iteration 22Q: 3 clusters Score -1.242676e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 126080 members 
Entering Unmasked Estep 
Score: -12427097.000000 Penalty: 5833.333984
	Iteration 23Q: 3 clusters Score -1.24271e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 126426 members 
Entering Unmasked Estep 
Score: -12427311.000000 Penalty: 5833.333984
	Iteration 24Q: 3 clusters Score -1.242731e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 126674 members 
Entering Unmasked Estep 
Score: -12427465.000000 Penalty: 5833.333984
	Iteration 25Q: 3 clusters Score -1.242746e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 126865 members 
Entering Unmasked Estep 
Score: -12427607.000000 Penalty: 5833.333984
	Iteration 26Q: 3 clusters Score -1.242761e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 127002 members 
Entering Unmasked Estep 
Score: -12427706.000000 Penalty: 5833.333984
	Iteration 27Q: 3 clusters Score -1.242771e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 127084 members 
Entering Unmasked Estep 
Score: -12427781.000000 Penalty: 5833.333984
	Iteration 28Q: 3 clusters Score -1.242778e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 127143 members 
Entering Unmasked Estep 
Score: -12427829.000000 Penalty: 5833.333984
	Iteration 29Q: 3 clusters Score -1.242783e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 127186 members 
Entering Unmasked Estep 
Score: -12427846.000000 Penalty: 5833.333984
	Iteration 30Q: 3 clusters Score -1.242785e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 127222 members 
Entering Unmasked Estep 
Score: -12427872.000000 Penalty: 5833.333984
	Iteration 31Q: 3 clusters Score -1.242787e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 127246 members 
Entering Unmasked Estep 
Score: -12427880.000000 Penalty: 5833.333984
	Iteration 32Q: 3 clusters Score -1.242788e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 127264 members 
Entering Unmasked Estep 
Score: -12427887.000000 Penalty: 5833.333984
	Iteration 33Q: 3 clusters Score -1.242789e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 127288 members 
Entering Unmasked Estep 
Score: -12427909.000000 Penalty: 5833.333984
	Iteration 34Q: 3 clusters Score -1.242791e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 127307 members 
Entering Unmasked Estep 
Score: -12427915.000000 Penalty: 5833.333984
	Iteration 35Q: 3 clusters Score -1.242792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 127318 members 
Entering Unmasked Estep 
Score: -12427935.000000 Penalty: 5833.333984
	Iteration 36Q: 3 clusters Score -1.242794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 127326 members 
Entering Unmasked Estep 
Score: -12427933.000000 Penalty: 5833.333984
	Iteration 37Q: 3 clusters Score -1.242793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 127336 members 
Entering Unmasked Estep 
Score: -12427938.000000 Penalty: 5833.333984
	Iteration 38Q: 3 clusters Score -1.242794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 127347 members 
Entering Unmasked Estep 
Score: -12427948.000000 Penalty: 5833.333984
	Iteration 39Q: 3 clusters Score -1.242795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 127355 members 
Entering Unmasked Estep 
Score: -12427960.000000 Penalty: 5833.333984
	Iteration 40F: 3 clusters Score -1.242796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 127365 members 
Entering Unmasked Estep 
Score: -12427973.000000 Penalty: 5833.333984
	Iteration 41Q: 3 clusters Score -1.242797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 127371 members 
Entering Unmasked Estep 
Score: -12427967.000000 Penalty: 5833.333984
	Iteration 42Q: 3 clusters Score -1.242797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 127376 members 
Entering Unmasked Estep 
Score: -12427963.000000 Penalty: 5833.333984
	Iteration 43Q: 3 clusters Score -1.242796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 127380 members 
Entering Unmasked Estep 
Score: -12427963.000000 Penalty: 5833.333984
	Iteration 44Q: 3 clusters Score -1.242796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 127381 members 
Entering Unmasked Estep 
Score: -12427962.000000 Penalty: 5833.333984
	Iteration 45Q: 3 clusters Score -1.242796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 127385 members 
Entering Unmasked Estep 
Score: -12427951.000000 Penalty: 5833.333984
	Iteration 46Q: 3 clusters Score -1.242795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 127386 members 
Entering Unmasked Estep 
Score: -12427956.000000 Penalty: 5833.333984
	Iteration 47Q: 3 clusters Score -1.242796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 127388 members 
Entering Unmasked Estep 
Score: -12427949.000000 Penalty: 5833.333984
	Iteration 48Q: 3 clusters Score -1.242795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 127392 members 
Entering Unmasked Estep 
Score: -12427959.000000 Penalty: 5833.333984
	Iteration 49Q: 3 clusters Score -1.242796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 127395 members 
Entering Unmasked Estep 
Score: -12427960.000000 Penalty: 5833.333984
	Iteration 50Q: 3 clusters Score -1.242796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 127398 members 
Entering Unmasked Estep 
Score: -12427962.000000 Penalty: 5833.333984
	Iteration 51Q: 3 clusters Score -1.242796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 127401 members 
Entering Unmasked Estep 
Score: -12427963.000000 Penalty: 5833.333984
	Iteration 52Q: 3 clusters Score -1.242796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 127403 members 
Entering Unmasked Estep 
Score: -12427962.000000 Penalty: 5833.333984
	Iteration 53Q: 3 clusters Score -1.242796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 127409 members 
Entering Unmasked Estep 
Score: -12427972.000000 Penalty: 5833.333984
	Iteration 54Q: 3 clusters Score -1.242797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 127412 members 
Entering Unmasked Estep 
Score: -12427979.000000 Penalty: 5833.333984
	Iteration 55Q: 3 clusters Score -1.242798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 127412 members 
Entering Unmasked Estep 
Score: -12427987.000000 Penalty: 5833.333984
	Iteration 56Q: 3 clusters Score -1.242799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 127412 members 
Entering Unmasked Estep 
Score: -12427987.000000 Penalty: 5833.333984
	Iteration 57F: 3 clusters Score -1.242799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Entering Unmasked Estep 
Score: -370364.750000 Penalty: 2051.407471
	Iteration 0F: 2 clusters Score -370364.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -366535.218750 Penalty: 4102.814941
	Iteration 0F: 3 clusters Score -366535.2 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -367402.375000 Penalty: 4102.814941
	Iteration 1F: 3 clusters Score -367402.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -367568.906250 Penalty: 4102.814941
	Iteration 2F: 3 clusters Score -367568.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -367661.562500 Penalty: 4102.814941
	Iteration 3Q: 3 clusters Score -367661.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -367733.406250 Penalty: 4102.814941
	Iteration 4Q: 3 clusters Score -367733.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -367792.281250 Penalty: 4102.814941
	Iteration 5Q: 3 clusters Score -367792.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -367839.312500 Penalty: 4102.814941
	Iteration 6Q: 3 clusters Score -367839.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -367892.250000 Penalty: 4102.814941
	Iteration 7Q: 3 clusters Score -367892.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -367940.406250 Penalty: 4102.814941
	Iteration 8Q: 3 clusters Score -367940.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -367982.062500 Penalty: 4102.814941
	Iteration 9Q: 3 clusters Score -367982.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -368023.156250 Penalty: 4102.814941
	Iteration 10Q: 3 clusters Score -368023.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -368074.906250 Penalty: 4102.814941
	Iteration 11Q: 3 clusters Score -368074.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -368125.875000 Penalty: 4102.814941
	Iteration 12Q: 3 clusters Score -368125.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -368171.625000 Penalty: 4102.814941
	Iteration 13Q: 3 clusters Score -368171.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -368204.437500 Penalty: 4102.814941
	Iteration 14Q: 3 clusters Score -368204.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -368233.625000 Penalty: 4102.814941
	Iteration 15Q: 3 clusters Score -368233.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -368261.562500 Penalty: 4102.814941
	Iteration 16Q: 3 clusters Score -368261.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -368283.718750 Penalty: 4102.814941
	Iteration 17Q: 3 clusters Score -368283.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -368305.750000 Penalty: 4102.814941
	Iteration 18Q: 3 clusters Score -368305.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -368328.250000 Penalty: 4102.814941
	Iteration 19Q: 3 clusters Score -368328.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -368347.593750 Penalty: 4102.814941
	Iteration 20F: 3 clusters Score -368347.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -368365.343750 Penalty: 4102.814941
	Iteration 21Q: 3 clusters Score -368365.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -368381.375000 Penalty: 4102.814941
	Iteration 22Q: 3 clusters Score -368381.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -368390.187500 Penalty: 4102.814941
	Iteration 23Q: 3 clusters Score -368390.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -368397.781250 Penalty: 4102.814941
	Iteration 24Q: 3 clusters Score -368397.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -368405.250000 Penalty: 4102.814941
	Iteration 25Q: 3 clusters Score -368405.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -368408.125000 Penalty: 4102.814941
	Iteration 26Q: 3 clusters Score -368408.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -368412.375000 Penalty: 4102.814941
	Iteration 27Q: 3 clusters Score -368412.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -368418.781250 Penalty: 4102.814941
	Iteration 28Q: 3 clusters Score -368418.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -368423.312500 Penalty: 4102.814941
	Iteration 29Q: 3 clusters Score -368423.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -368429.312500 Penalty: 4102.814941
	Iteration 30Q: 3 clusters Score -368429.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -368433.093750 Penalty: 4102.814941
	Iteration 31Q: 3 clusters Score -368433.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -368436.250000 Penalty: 4102.814941
	Iteration 32Q: 3 clusters Score -368436.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -368440.843750 Penalty: 4102.814941
	Iteration 33Q: 3 clusters Score -368440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -368441.875000 Penalty: 4102.814941
	Iteration 34Q: 3 clusters Score -368441.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -368442.843750 Penalty: 4102.814941
	Iteration 35Q: 3 clusters Score -368442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -368444.000000 Penalty: 4102.814941
	Iteration 36Q: 3 clusters Score -368444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -368445.656250 Penalty: 4102.814941
	Iteration 37Q: 3 clusters Score -368445.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -368447.437500 Penalty: 4102.814941
	Iteration 38Q: 3 clusters Score -368447.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -368449.781250 Penalty: 4102.814941
	Iteration 39Q: 3 clusters Score -368449.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -368453.031250 Penalty: 4102.814941
	Iteration 40F: 3 clusters Score -368453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -368456.312500 Penalty: 4102.814941
	Iteration 41Q: 3 clusters Score -368456.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -368459.031250 Penalty: 4102.814941
	Iteration 42Q: 3 clusters Score -368459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -368461.968750 Penalty: 4102.814941
	Iteration 43Q: 3 clusters Score -368462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -368466.250000 Penalty: 4102.814941
	Iteration 44Q: 3 clusters Score -368466.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -368468.000000 Penalty: 4102.814941
	Iteration 45Q: 3 clusters Score -368468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -368468.937500 Penalty: 4102.814941
	Iteration 46Q: 3 clusters Score -368468.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -368470.375000 Penalty: 4102.814941
	Iteration 47Q: 3 clusters Score -368470.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -368471.343750 Penalty: 4102.814941
	Iteration 48Q: 3 clusters Score -368471.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -368471.625000 Penalty: 4102.814941
	Iteration 49Q: 3 clusters Score -368471.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -368472.125000 Penalty: 4102.814941
	Iteration 50Q: 3 clusters Score -368472.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -368472.500000 Penalty: 4102.814941
	Iteration 51Q: 3 clusters Score -368472.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -368472.500000 Penalty: 4102.814941
	Iteration 52F: 3 clusters Score -368472.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Entering Unmasked Estep 
Score: -1475358.750000 Penalty: 2393.666260
	Iteration 0F: 2 clusters Score -1475359 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 7815 members 
Entering Unmasked Estep 
Score: -1464199.250000 Penalty: 4787.332520
	Iteration 0F: 3 clusters Score -1464199 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1468001.750000 Penalty: 4787.332520
	Iteration 1F: 3 clusters Score -1468002 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1468604.375000 Penalty: 4787.332520
	Iteration 2F: 3 clusters Score -1468604 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1469211.250000 Penalty: 4787.332520
	Iteration 3F: 3 clusters Score -1469211 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1469831.500000 Penalty: 4787.332520
	Iteration 4F: 3 clusters Score -1469832 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1470453.125000 Penalty: 4787.332520
	Iteration 5F: 3 clusters Score -1470453 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1471019.375000 Penalty: 4787.332520
	Iteration 6F: 3 clusters Score -1471019 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1471516.500000 Penalty: 4787.332520
	Iteration 7F: 3 clusters Score -1471516 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1471916.750000 Penalty: 4787.332520
	Iteration 8Q: 3 clusters Score -1471917 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1472223.375000 Penalty: 4787.332520
	Iteration 9Q: 3 clusters Score -1472223 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1472425.625000 Penalty: 4787.332520
	Iteration 10Q: 3 clusters Score -1472426 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1472546.250000 Penalty: 4787.332520
	Iteration 11Q: 3 clusters Score -1472546 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1472642.375000 Penalty: 4787.332520
	Iteration 12Q: 3 clusters Score -1472642 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1472739.500000 Penalty: 4787.332520
	Iteration 13Q: 3 clusters Score -1472740 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1472820.750000 Penalty: 4787.332520
	Iteration 14Q: 3 clusters Score -1472821 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1472902.375000 Penalty: 4787.332520
	Iteration 15Q: 3 clusters Score -1472902 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1472969.875000 Penalty: 4787.332520
	Iteration 16Q: 3 clusters Score -1472970 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1473026.000000 Penalty: 4787.332520
	Iteration 17Q: 3 clusters Score -1473026 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1473063.625000 Penalty: 4787.332520
	Iteration 18Q: 3 clusters Score -1473064 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1473095.125000 Penalty: 4787.332520
	Iteration 19Q: 3 clusters Score -1473095 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1473120.625000 Penalty: 4787.332520
	Iteration 20F: 3 clusters Score -1473121 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1473156.375000 Penalty: 4787.332520
	Iteration 21Q: 3 clusters Score -1473156 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1473198.375000 Penalty: 4787.332520
	Iteration 22Q: 3 clusters Score -1473198 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1473245.500000 Penalty: 4787.332520
	Iteration 23Q: 3 clusters Score -1473246 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1473292.000000 Penalty: 4787.332520
	Iteration 24Q: 3 clusters Score -1473292 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1473333.250000 Penalty: 4787.332520
	Iteration 25Q: 3 clusters Score -1473333 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1473387.625000 Penalty: 4787.332520
	Iteration 26Q: 3 clusters Score -1473388 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1473443.500000 Penalty: 4787.332520
	Iteration 27Q: 3 clusters Score -1473444 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1473477.750000 Penalty: 4787.332520
	Iteration 28Q: 3 clusters Score -1473478 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1473512.500000 Penalty: 4787.332520
	Iteration 29Q: 3 clusters Score -1473512 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1473536.875000 Penalty: 4787.332520
	Iteration 30Q: 3 clusters Score -1473537 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1473565.750000 Penalty: 4787.332520
	Iteration 31Q: 3 clusters Score -1473566 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1473589.500000 Penalty: 4787.332520
	Iteration 32Q: 3 clusters Score -1473590 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1473623.625000 Penalty: 4787.332520
	Iteration 33Q: 3 clusters Score -1473624 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1473657.875000 Penalty: 4787.332520
	Iteration 34Q: 3 clusters Score -1473658 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1473693.000000 Penalty: 4787.332520
	Iteration 35Q: 3 clusters Score -1473693 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1473716.375000 Penalty: 4787.332520
	Iteration 36Q: 3 clusters Score -1473716 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1473749.125000 Penalty: 4787.332520
	Iteration 37Q: 3 clusters Score -1473749 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1473781.625000 Penalty: 4787.332520
	Iteration 38Q: 3 clusters Score -1473782 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1473818.875000 Penalty: 4787.332520
	Iteration 39Q: 3 clusters Score -1473819 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1473853.000000 Penalty: 4787.332520
	Iteration 40F: 3 clusters Score -1473853 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1473891.250000 Penalty: 4787.332520
	Iteration 41Q: 3 clusters Score -1473891 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1473915.750000 Penalty: 4787.332520
	Iteration 42Q: 3 clusters Score -1473916 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1473934.250000 Penalty: 4787.332520
	Iteration 43Q: 3 clusters Score -1473934 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1473962.125000 Penalty: 4787.332520
	Iteration 44Q: 3 clusters Score -1473962 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1473986.250000 Penalty: 4787.332520
	Iteration 45Q: 3 clusters Score -1473986 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1474024.125000 Penalty: 4787.332520
	Iteration 46Q: 3 clusters Score -1474024 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1474052.375000 Penalty: 4787.332520
	Iteration 47Q: 3 clusters Score -1474052 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1474082.625000 Penalty: 4787.332520
	Iteration 48Q: 3 clusters Score -1474083 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1474104.125000 Penalty: 4787.332520
	Iteration 49Q: 3 clusters Score -1474104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1474119.625000 Penalty: 4787.332520
	Iteration 50Q: 3 clusters Score -1474120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1474135.625000 Penalty: 4787.332520
	Iteration 51Q: 3 clusters Score -1474136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1474147.625000 Penalty: 4787.332520
	Iteration 52Q: 3 clusters Score -1474148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1474152.750000 Penalty: 4787.332520
	Iteration 53Q: 3 clusters Score -1474153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1474153.750000 Penalty: 4787.332520
	Iteration 54Q: 3 clusters Score -1474154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1474152.875000 Penalty: 4787.332520
	Iteration 55Q: 3 clusters Score -1474153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1474157.250000 Penalty: 4787.332520
	Iteration 56Q: 3 clusters Score -1474157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1474161.875000 Penalty: 4787.332520
	Iteration 57Q: 3 clusters Score -1474162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1474166.500000 Penalty: 4787.332520
	Iteration 58Q: 3 clusters Score -1474166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1474171.000000 Penalty: 4787.332520
	Iteration 59Q: 3 clusters Score -1474171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1474179.375000 Penalty: 4787.332520
	Iteration 60F: 3 clusters Score -1474179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1474178.500000 Penalty: 4787.332520
	Iteration 61Q: 3 clusters Score -1474178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1474180.500000 Penalty: 4787.332520
	Iteration 62Q: 3 clusters Score -1474180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1474178.750000 Penalty: 4787.332520
	Iteration 63Q: 3 clusters Score -1474179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1474180.250000 Penalty: 4787.332520
	Iteration 64Q: 3 clusters Score -1474180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1474180.500000 Penalty: 4787.332520
	Iteration 65Q: 3 clusters Score -1474180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1474181.125000 Penalty: 4787.332520
	Iteration 66Q: 3 clusters Score -1474181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1474180.375000 Penalty: 4787.332520
	Iteration 67Q: 3 clusters Score -1474180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1474183.875000 Penalty: 4787.332520
	Iteration 68Q: 3 clusters Score -1474184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1474183.875000 Penalty: 4787.332520
	Iteration 69F: 3 clusters Score -1474184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (228106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228106 members 
Entering Unmasked Estep 
Score: -22454258.000000 Penalty: 3059.716309
	Iteration 0F: 2 clusters Score -2.245426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113831 members 
Mstep: Class 2 contains 114275 members 
Entering Unmasked Estep 
Score: -22301806.000000 Penalty: 6119.432617
	Iteration 0F: 3 clusters Score -2.230181e+07 nChanged 109789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109910 members 
Mstep: Class 2 contains 118196 members 
Entering Unmasked Estep 
Score: -22365520.000000 Penalty: 6119.432617
	Iteration 1F: 3 clusters Score -2.236552e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107101 members 
Mstep: Class 2 contains 121005 members 
Entering Unmasked Estep 
Score: -22366494.000000 Penalty: 6119.432617
	Iteration 2Q: 3 clusters Score -2.236649e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102676 members 
Mstep: Class 2 contains 125430 members 
Entering Unmasked Estep 
Score: -22367930.000000 Penalty: 6119.432617
	Iteration 3Q: 3 clusters Score -2.236793e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96170 members 
Mstep: Class 2 contains 131936 members 
Entering Unmasked Estep 
Score: -22370344.000000 Penalty: 6119.432617
	Iteration 4Q: 3 clusters Score -2.237034e+07 nChanged 10350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 141980 members 
Entering Unmasked Estep 
Score: -22375042.000000 Penalty: 6119.432617
	Iteration 5Q: 3 clusters Score -2.237504e+07 nChanged 14877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71309 members 
Mstep: Class 2 contains 156797 members 
Entering Unmasked Estep 
Score: -22384014.000000 Penalty: 6119.432617
	Iteration 6F: 3 clusters Score -2.238401e+07 nChanged 20161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 176950 members 
Entering Unmasked Estep 
Score: -22400580.000000 Penalty: 6119.432617
	Iteration 7F: 3 clusters Score -2.240058e+07 nChanged 22507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 199457 members 
Entering Unmasked Estep 
Score: -22422232.000000 Penalty: 6119.432617
	Iteration 8F: 3 clusters Score -2.242223e+07 nChanged 17539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 216996 members 
Entering Unmasked Estep 
Score: -22440534.000000 Penalty: 6119.432617
	Iteration 9F: 3 clusters Score -2.244053e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 225133 members 
Entering Unmasked Estep 
Score: -22448588.000000 Penalty: 6119.432617
	Iteration 10Q: 3 clusters Score -2.244859e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 227356 members 
Entering Unmasked Estep 
Score: -22450776.000000 Penalty: 6119.432617
	Iteration 11Q: 3 clusters Score -2.245078e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 227815 members 
Entering Unmasked Estep 
Score: -22451270.000000 Penalty: 6119.432617
	Iteration 12Q: 3 clusters Score -2.245127e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 227882 members 
Entering Unmasked Estep 
Score: -22451362.000000 Penalty: 6119.432617
	Iteration 13Q: 3 clusters Score -2.245136e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 227903 members 
Entering Unmasked Estep 
Score: -22451418.000000 Penalty: 6119.432617
	Iteration 14Q: 3 clusters Score -2.245142e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 227913 members 
Entering Unmasked Estep 
Score: -22451436.000000 Penalty: 6119.432617
	Iteration 15Q: 3 clusters Score -2.245144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 227914 members 
Entering Unmasked Estep 
Score: -22451450.000000 Penalty: 6119.432617
	Iteration 16Q: 3 clusters Score -2.245145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227912 members 
Entering Unmasked Estep 
Score: -22451470.000000 Penalty: 6119.432617
	Iteration 17Q: 3 clusters Score -2.245147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 227914 members 
Entering Unmasked Estep 
Score: -22451480.000000 Penalty: 6119.432617
	Iteration 18Q: 3 clusters Score -2.245148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 227916 members 
Entering Unmasked Estep 
Score: -22451488.000000 Penalty: 6119.432617
	Iteration 19Q: 3 clusters Score -2.245149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 227916 members 
Entering Unmasked Estep 
Score: -22451488.000000 Penalty: 6119.432617
	Iteration 20F: 3 clusters Score -2.245149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Entering Unmasked Estep 
Score: -1201612.875000 Penalty: 2350.676270
	Iteration 0F: 2 clusters Score -1201613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1191976.250000 Penalty: 4701.352539
	Iteration 0F: 3 clusters Score -1191976 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1195081.500000 Penalty: 4701.352539
	Iteration 1F: 3 clusters Score -1195082 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1195509.000000 Penalty: 4701.352539
	Iteration 2F: 3 clusters Score -1195509 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1195984.125000 Penalty: 4701.352539
	Iteration 3F: 3 clusters Score -1195984 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1196566.375000 Penalty: 4701.352539
	Iteration 4F: 3 clusters Score -1196566 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1197313.375000 Penalty: 4701.352539
	Iteration 5F: 3 clusters Score -1197313 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1198253.000000 Penalty: 4701.352539
	Iteration 6F: 3 clusters Score -1198253 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1199284.125000 Penalty: 4701.352539
	Iteration 7F: 3 clusters Score -1199284 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1200140.375000 Penalty: 4701.352539
	Iteration 8F: 3 clusters Score -1200140 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1200685.750000 Penalty: 4701.352539
	Iteration 9F: 3 clusters Score -1200686 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1200990.000000 Penalty: 4701.352539
	Iteration 10Q: 3 clusters Score -1200990 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1201179.875000 Penalty: 4701.352539
	Iteration 11Q: 3 clusters Score -1201180 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1201296.625000 Penalty: 4701.352539
	Iteration 12Q: 3 clusters Score -1201297 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1201357.875000 Penalty: 4701.352539
	Iteration 13Q: 3 clusters Score -1201358 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1201389.250000 Penalty: 4701.352539
	Iteration 14Q: 3 clusters Score -1201389 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1201411.875000 Penalty: 4701.352539
	Iteration 15Q: 3 clusters Score -1201412 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1201434.875000 Penalty: 4701.352539
	Iteration 16Q: 3 clusters Score -1201435 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1201447.750000 Penalty: 4701.352539
	Iteration 17Q: 3 clusters Score -1201448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1201464.875000 Penalty: 4701.352539
	Iteration 18Q: 3 clusters Score -1201465 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1201478.625000 Penalty: 4701.352539
	Iteration 19Q: 3 clusters Score -1201479 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1201496.125000 Penalty: 4701.352539
	Iteration 20F: 3 clusters Score -1201496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1201509.625000 Penalty: 4701.352539
	Iteration 21Q: 3 clusters Score -1201510 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1201521.125000 Penalty: 4701.352539
	Iteration 22Q: 3 clusters Score -1201521 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1201545.625000 Penalty: 4701.352539
	Iteration 23Q: 3 clusters Score -1201546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1201570.000000 Penalty: 4701.352539
	Iteration 24Q: 3 clusters Score -1201570 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1201601.500000 Penalty: 4701.352539
	Iteration 25Q: 3 clusters Score -1201602 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1201642.250000 Penalty: 4701.352539
	Iteration 26Q: 3 clusters Score -1201642 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1201721.500000 Penalty: 4701.352539
	Iteration 27Q: 3 clusters Score -1201722 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1201827.875000 Penalty: 4701.352539
	Iteration 28Q: 3 clusters Score -1201828 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1201962.125000 Penalty: 4701.352539
	Iteration 29Q: 3 clusters Score -1201962 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1202120.500000 Penalty: 4701.352539
	Iteration 30Q: 3 clusters Score -1202120 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1202285.000000 Penalty: 4701.352539
	Iteration 31Q: 3 clusters Score -1202285 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1202368.500000 Penalty: 4701.352539
	Iteration 32Q: 3 clusters Score -1202368 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1202429.250000 Penalty: 4701.352539
	Iteration 33Q: 3 clusters Score -1202429 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1202457.125000 Penalty: 4701.352539
	Iteration 34Q: 3 clusters Score -1202457 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1202477.250000 Penalty: 4701.352539
	Iteration 35Q: 3 clusters Score -1202477 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1202484.250000 Penalty: 4701.352539
	Iteration 36Q: 3 clusters Score -1202484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1202491.625000 Penalty: 4701.352539
	Iteration 37Q: 3 clusters Score -1202492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1202498.250000 Penalty: 4701.352539
	Iteration 38Q: 3 clusters Score -1202498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1202501.750000 Penalty: 4701.352539
	Iteration 39Q: 3 clusters Score -1202502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1202509.625000 Penalty: 4701.352539
	Iteration 40F: 3 clusters Score -1202510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1202510.750000 Penalty: 4701.352539
	Iteration 41Q: 3 clusters Score -1202511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1202511.875000 Penalty: 4701.352539
	Iteration 42Q: 3 clusters Score -1202512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1202512.250000 Penalty: 4701.352539
	Iteration 43Q: 3 clusters Score -1202512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1202514.625000 Penalty: 4701.352539
	Iteration 44Q: 3 clusters Score -1202515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1202516.250000 Penalty: 4701.352539
	Iteration 45Q: 3 clusters Score -1202516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1202519.375000 Penalty: 4701.352539
	Iteration 46Q: 3 clusters Score -1202519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1202519.750000 Penalty: 4701.352539
	Iteration 47Q: 3 clusters Score -1202520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1202518.875000 Penalty: 4701.352539
	Iteration 48Q: 3 clusters Score -1202519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1202519.125000 Penalty: 4701.352539
	Iteration 49Q: 3 clusters Score -1202519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1202518.375000 Penalty: 4701.352539
	Iteration 50Q: 3 clusters Score -1202518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1202518.125000 Penalty: 4701.352539
	Iteration 51Q: 3 clusters Score -1202518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1202518.875000 Penalty: 4701.352539
	Iteration 52Q: 3 clusters Score -1202519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1202518.875000 Penalty: 4701.352539
	Iteration 53Q: 3 clusters Score -1202519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1202522.000000 Penalty: 4701.352539
	Iteration 54Q: 3 clusters Score -1202522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1202522.000000 Penalty: 4701.352539
	Iteration 55F: 3 clusters Score -1202522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 11688 members 
Mstep: Class 3 contains 22590 members 
Mstep: Class 4 contains 9804 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 101966 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 224608 members 
Mstep: Class 9 contains 97264 members 
Mstep: Class 10 contains 12329 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 8015 members 
Mstep: Class 13 contains 12853 members 
Mstep: Class 14 contains 306221 members 
Mstep: Class 15 contains 217778 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13027 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 7468 members 
Mstep: Class 20 contains 63325 members 
Mstep: Class 21 contains 128124 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 15551 members 
Mstep: Class 24 contains 228106 members 
Mstep: Class 25 contains 7795 members 
Mstep: Class 26 contains 9712 members 
Mstep: Class 27 contains 16345 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 11369 members 
Mstep: Class 30 contains 7152 members 
Mstep: Class 31 contains 16771 members 
Mstep: Class 32 contains 6797 members 
Mstep: Class 33 contains 16337 members 
Mstep: Class 34 contains 5281 members 
Entering Unmasked Estep 
Score: -157703600.000000 Penalty: 120826.726562
Splitting cluster 25 changes total score from -157703664.000000 to -157703600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (9712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Entering Unmasked Estep 
Score: -922356.937500 Penalty: 2276.916992
	Iteration 0F: 2 clusters Score -922356.9 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 4867 members 
Entering Unmasked Estep 
Score: -914899.000000 Penalty: 4553.833984
	Iteration 0F: 3 clusters Score -914899 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -917272.562500 Penalty: 4553.833984
	Iteration 1F: 3 clusters Score -917272.6 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -917682.750000 Penalty: 4553.833984
	Iteration 2F: 3 clusters Score -917682.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -918086.875000 Penalty: 4553.833984
	Iteration 3F: 3 clusters Score -918086.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -918543.062500 Penalty: 4553.833984
	Iteration 4F: 3 clusters Score -918543.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -919034.500000 Penalty: 4553.833984
	Iteration 5F: 3 clusters Score -919034.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -919606.625000 Penalty: 4553.833984
	Iteration 6F: 3 clusters Score -919606.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -920108.062500 Penalty: 4553.833984
	Iteration 7F: 3 clusters Score -920108.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -920481.312500 Penalty: 4553.833984
	Iteration 8F: 3 clusters Score -920481.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -920753.875000 Penalty: 4553.833984
	Iteration 9Q: 3 clusters Score -920753.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -920947.250000 Penalty: 4553.833984
	Iteration 10Q: 3 clusters Score -920947.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -921061.625000 Penalty: 4553.833984
	Iteration 11Q: 3 clusters Score -921061.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -921157.812500 Penalty: 4553.833984
	Iteration 12Q: 3 clusters Score -921157.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -921236.687500 Penalty: 4553.833984
	Iteration 13Q: 3 clusters Score -921236.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -921301.687500 Penalty: 4553.833984
	Iteration 14Q: 3 clusters Score -921301.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -921354.437500 Penalty: 4553.833984
	Iteration 15Q: 3 clusters Score -921354.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -921389.437500 Penalty: 4553.833984
	Iteration 16Q: 3 clusters Score -921389.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -921424.000000 Penalty: 4553.833984
	Iteration 17Q: 3 clusters Score -921424 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -921446.125000 Penalty: 4553.833984
	Iteration 18Q: 3 clusters Score -921446.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -921464.062500 Penalty: 4553.833984
	Iteration 19Q: 3 clusters Score -921464.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -921483.187500 Penalty: 4553.833984
	Iteration 20F: 3 clusters Score -921483.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -921501.000000 Penalty: 4553.833984
	Iteration 21Q: 3 clusters Score -921501 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -921520.500000 Penalty: 4553.833984
	Iteration 22Q: 3 clusters Score -921520.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -921535.625000 Penalty: 4553.833984
	Iteration 23Q: 3 clusters Score -921535.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -921561.812500 Penalty: 4553.833984
	Iteration 24Q: 3 clusters Score -921561.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -921589.375000 Penalty: 4553.833984
	Iteration 25Q: 3 clusters Score -921589.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -921614.250000 Penalty: 4553.833984
	Iteration 26Q: 3 clusters Score -921614.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -921633.562500 Penalty: 4553.833984
	Iteration 27Q: 3 clusters Score -921633.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -921655.687500 Penalty: 4553.833984
	Iteration 28Q: 3 clusters Score -921655.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -921680.375000 Penalty: 4553.833984
	Iteration 29Q: 3 clusters Score -921680.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -921697.750000 Penalty: 4553.833984
	Iteration 30Q: 3 clusters Score -921697.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -921716.437500 Penalty: 4553.833984
	Iteration 31Q: 3 clusters Score -921716.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -921733.437500 Penalty: 4553.833984
	Iteration 32Q: 3 clusters Score -921733.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -921747.937500 Penalty: 4553.833984
	Iteration 33Q: 3 clusters Score -921747.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -921757.375000 Penalty: 4553.833984
	Iteration 34Q: 3 clusters Score -921757.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -921768.312500 Penalty: 4553.833984
	Iteration 35Q: 3 clusters Score -921768.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -921778.125000 Penalty: 4553.833984
	Iteration 36Q: 3 clusters Score -921778.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -921782.687500 Penalty: 4553.833984
	Iteration 37Q: 3 clusters Score -921782.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -921792.687500 Penalty: 4553.833984
	Iteration 38Q: 3 clusters Score -921792.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -921797.812500 Penalty: 4553.833984
	Iteration 39Q: 3 clusters Score -921797.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -921800.750000 Penalty: 4553.833984
	Iteration 40F: 3 clusters Score -921800.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -921802.312500 Penalty: 4553.833984
	Iteration 41Q: 3 clusters Score -921802.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -921803.125000 Penalty: 4553.833984
	Iteration 42Q: 3 clusters Score -921803.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -921802.812500 Penalty: 4553.833984
	Iteration 43Q: 3 clusters Score -921802.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -921803.437500 Penalty: 4553.833984
	Iteration 44Q: 3 clusters Score -921803.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -921803.437500 Penalty: 4553.833984
	Iteration 45F: 3 clusters Score -921803.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Entering Unmasked Estep 
Score: -1489303.750000 Penalty: 2406.015869
	Iteration 0F: 2 clusters Score -1489304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1477418.375000 Penalty: 4812.031738
	Iteration 0F: 3 clusters Score -1477418 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1481379.125000 Penalty: 4812.031738
	Iteration 1F: 3 clusters Score -1481379 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1481871.875000 Penalty: 4812.031738
	Iteration 2F: 3 clusters Score -1481872 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1482376.125000 Penalty: 4812.031738
	Iteration 3F: 3 clusters Score -1482376 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1482896.000000 Penalty: 4812.031738
	Iteration 4F: 3 clusters Score -1482896 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1483508.750000 Penalty: 4812.031738
	Iteration 5F: 3 clusters Score -1483509 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1484220.250000 Penalty: 4812.031738
	Iteration 6F: 3 clusters Score -1484220 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1484832.500000 Penalty: 4812.031738
	Iteration 7Q: 3 clusters Score -1484832 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1485376.250000 Penalty: 4812.031738
	Iteration 8Q: 3 clusters Score -1485376 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1485827.125000 Penalty: 4812.031738
	Iteration 9Q: 3 clusters Score -1485827 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1486150.750000 Penalty: 4812.031738
	Iteration 10Q: 3 clusters Score -1486151 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1486377.875000 Penalty: 4812.031738
	Iteration 11Q: 3 clusters Score -1486378 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1486539.375000 Penalty: 4812.031738
	Iteration 12Q: 3 clusters Score -1486539 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1486686.500000 Penalty: 4812.031738
	Iteration 13Q: 3 clusters Score -1486686 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1486823.625000 Penalty: 4812.031738
	Iteration 14Q: 3 clusters Score -1486824 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1486939.875000 Penalty: 4812.031738
	Iteration 15Q: 3 clusters Score -1486940 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1487047.625000 Penalty: 4812.031738
	Iteration 16Q: 3 clusters Score -1487048 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1487163.500000 Penalty: 4812.031738
	Iteration 17Q: 3 clusters Score -1487164 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1487253.125000 Penalty: 4812.031738
	Iteration 18Q: 3 clusters Score -1487253 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1487323.750000 Penalty: 4812.031738
	Iteration 19Q: 3 clusters Score -1487324 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1487383.250000 Penalty: 4812.031738
	Iteration 20F: 3 clusters Score -1487383 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1487441.750000 Penalty: 4812.031738
	Iteration 21Q: 3 clusters Score -1487442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1487501.625000 Penalty: 4812.031738
	Iteration 22Q: 3 clusters Score -1487502 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1487574.125000 Penalty: 4812.031738
	Iteration 23Q: 3 clusters Score -1487574 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1487630.750000 Penalty: 4812.031738
	Iteration 24Q: 3 clusters Score -1487631 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1487671.000000 Penalty: 4812.031738
	Iteration 25Q: 3 clusters Score -1487671 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1487700.375000 Penalty: 4812.031738
	Iteration 26Q: 3 clusters Score -1487700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1487712.875000 Penalty: 4812.031738
	Iteration 27Q: 3 clusters Score -1487713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1487727.875000 Penalty: 4812.031738
	Iteration 28Q: 3 clusters Score -1487728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1487733.250000 Penalty: 4812.031738
	Iteration 29Q: 3 clusters Score -1487733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1487741.500000 Penalty: 4812.031738
	Iteration 30Q: 3 clusters Score -1487742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1487747.500000 Penalty: 4812.031738
	Iteration 31Q: 3 clusters Score -1487748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1487746.000000 Penalty: 4812.031738
	Iteration 32Q: 3 clusters Score -1487746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1487755.500000 Penalty: 4812.031738
	Iteration 33Q: 3 clusters Score -1487756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1487759.750000 Penalty: 4812.031738
	Iteration 34Q: 3 clusters Score -1487760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1487761.875000 Penalty: 4812.031738
	Iteration 35Q: 3 clusters Score -1487762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1487766.750000 Penalty: 4812.031738
	Iteration 36Q: 3 clusters Score -1487767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1487768.375000 Penalty: 4812.031738
	Iteration 37Q: 3 clusters Score -1487768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1487772.750000 Penalty: 4812.031738
	Iteration 38Q: 3 clusters Score -1487773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1487776.250000 Penalty: 4812.031738
	Iteration 39Q: 3 clusters Score -1487776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1487777.625000 Penalty: 4812.031738
	Iteration 40F: 3 clusters Score -1487778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1487780.625000 Penalty: 4812.031738
	Iteration 41Q: 3 clusters Score -1487781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1487784.750000 Penalty: 4812.031738
	Iteration 42Q: 3 clusters Score -1487785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1487786.000000 Penalty: 4812.031738
	Iteration 43Q: 3 clusters Score -1487786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1487783.125000 Penalty: 4812.031738
	Iteration 44Q: 3 clusters Score -1487783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1487782.375000 Penalty: 4812.031738
	Iteration 45Q: 3 clusters Score -1487782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1487785.625000 Penalty: 4812.031738
	Iteration 46Q: 3 clusters Score -1487786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1487785.875000 Penalty: 4812.031738
	Iteration 47Q: 3 clusters Score -1487786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1487786.750000 Penalty: 4812.031738
	Iteration 48Q: 3 clusters Score -1487787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1487785.625000 Penalty: 4812.031738
	Iteration 49Q: 3 clusters Score -1487786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1487787.875000 Penalty: 4812.031738
	Iteration 50Q: 3 clusters Score -1487788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1487787.625000 Penalty: 4812.031738
	Iteration 51Q: 3 clusters Score -1487788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1487789.375000 Penalty: 4812.031738
	Iteration 52Q: 3 clusters Score -1487789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1487789.500000 Penalty: 4812.031738
	Iteration 53Q: 3 clusters Score -1487790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1487789.500000 Penalty: 4812.031738
	Iteration 54F: 3 clusters Score -1487790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Entering Unmasked Estep 
Score: -550290.250000 Penalty: 2157.231445
	Iteration 0F: 2 clusters Score -550290.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -545114.125000 Penalty: 4314.462891
	Iteration 0F: 3 clusters Score -545114.1 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -546518.000000 Penalty: 4314.462891
	Iteration 1F: 3 clusters Score -546518 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -546752.062500 Penalty: 4314.462891
	Iteration 2F: 3 clusters Score -546752.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -546952.875000 Penalty: 4314.462891
	Iteration 3Q: 3 clusters Score -546952.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -547167.875000 Penalty: 4314.462891
	Iteration 4Q: 3 clusters Score -547167.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -547413.187500 Penalty: 4314.462891
	Iteration 5Q: 3 clusters Score -547413.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -547674.125000 Penalty: 4314.462891
	Iteration 6F: 3 clusters Score -547674.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -547928.500000 Penalty: 4314.462891
	Iteration 7Q: 3 clusters Score -547928.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -548184.875000 Penalty: 4314.462891
	Iteration 8Q: 3 clusters Score -548184.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -548382.437500 Penalty: 4314.462891
	Iteration 9Q: 3 clusters Score -548382.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -548527.250000 Penalty: 4314.462891
	Iteration 10Q: 3 clusters Score -548527.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -548672.687500 Penalty: 4314.462891
	Iteration 11Q: 3 clusters Score -548672.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -548812.187500 Penalty: 4314.462891
	Iteration 12Q: 3 clusters Score -548812.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -548923.562500 Penalty: 4314.462891
	Iteration 13Q: 3 clusters Score -548923.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -549009.687500 Penalty: 4314.462891
	Iteration 14Q: 3 clusters Score -549009.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -549087.875000 Penalty: 4314.462891
	Iteration 15Q: 3 clusters Score -549087.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -549143.812500 Penalty: 4314.462891
	Iteration 16Q: 3 clusters Score -549143.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -549173.500000 Penalty: 4314.462891
	Iteration 17Q: 3 clusters Score -549173.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -549194.000000 Penalty: 4314.462891
	Iteration 18Q: 3 clusters Score -549194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -549202.437500 Penalty: 4314.462891
	Iteration 19Q: 3 clusters Score -549202.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -549210.250000 Penalty: 4314.462891
	Iteration 20F: 3 clusters Score -549210.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -549219.375000 Penalty: 4314.462891
	Iteration 21Q: 3 clusters Score -549219.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -549233.000000 Penalty: 4314.462891
	Iteration 22Q: 3 clusters Score -549233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -549243.125000 Penalty: 4314.462891
	Iteration 23Q: 3 clusters Score -549243.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -549251.562500 Penalty: 4314.462891
	Iteration 24Q: 3 clusters Score -549251.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -549259.312500 Penalty: 4314.462891
	Iteration 25Q: 3 clusters Score -549259.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -549270.625000 Penalty: 4314.462891
	Iteration 26Q: 3 clusters Score -549270.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -549282.375000 Penalty: 4314.462891
	Iteration 27Q: 3 clusters Score -549282.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -549293.062500 Penalty: 4314.462891
	Iteration 28Q: 3 clusters Score -549293.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -549303.937500 Penalty: 4314.462891
	Iteration 29Q: 3 clusters Score -549303.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -549316.937500 Penalty: 4314.462891
	Iteration 30Q: 3 clusters Score -549316.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -549327.500000 Penalty: 4314.462891
	Iteration 31Q: 3 clusters Score -549327.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -549339.187500 Penalty: 4314.462891
	Iteration 32Q: 3 clusters Score -549339.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -549354.062500 Penalty: 4314.462891
	Iteration 33Q: 3 clusters Score -549354.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -549378.187500 Penalty: 4314.462891
	Iteration 34Q: 3 clusters Score -549378.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -549401.875000 Penalty: 4314.462891
	Iteration 35Q: 3 clusters Score -549401.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -549430.875000 Penalty: 4314.462891
	Iteration 36Q: 3 clusters Score -549430.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -549462.937500 Penalty: 4314.462891
	Iteration 37Q: 3 clusters Score -549462.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -549498.437500 Penalty: 4314.462891
	Iteration 38Q: 3 clusters Score -549498.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -549529.125000 Penalty: 4314.462891
	Iteration 39Q: 3 clusters Score -549529.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -549551.062500 Penalty: 4314.462891
	Iteration 40F: 3 clusters Score -549551.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -549564.875000 Penalty: 4314.462891
	Iteration 41Q: 3 clusters Score -549564.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -549579.312500 Penalty: 4314.462891
	Iteration 42Q: 3 clusters Score -549579.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -549591.750000 Penalty: 4314.462891
	Iteration 43Q: 3 clusters Score -549591.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -549596.312500 Penalty: 4314.462891
	Iteration 44Q: 3 clusters Score -549596.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -549599.750000 Penalty: 4314.462891
	Iteration 45Q: 3 clusters Score -549599.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -549601.875000 Penalty: 4314.462891
	Iteration 46Q: 3 clusters Score -549601.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -549602.312500 Penalty: 4314.462891
	Iteration 47Q: 3 clusters Score -549602.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -549602.312500 Penalty: 4314.462891
	Iteration 48F: 3 clusters Score -549602.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Entering Unmasked Estep 
Score: -1070745.000000 Penalty: 2315.984131
	Iteration 0F: 2 clusters Score -1070745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1062187.625000 Penalty: 4631.968262
	Iteration 0F: 3 clusters Score -1062188 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1064764.375000 Penalty: 4631.968262
	Iteration 1F: 3 clusters Score -1064764 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1065190.125000 Penalty: 4631.968262
	Iteration 2F: 3 clusters Score -1065190 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1065616.625000 Penalty: 4631.968262
	Iteration 3F: 3 clusters Score -1065617 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1066126.875000 Penalty: 4631.968262
	Iteration 4F: 3 clusters Score -1066127 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1066635.875000 Penalty: 4631.968262
	Iteration 5F: 3 clusters Score -1066636 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1067140.750000 Penalty: 4631.968262
	Iteration 6F: 3 clusters Score -1067141 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1067643.875000 Penalty: 4631.968262
	Iteration 7F: 3 clusters Score -1067644 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1068193.375000 Penalty: 4631.968262
	Iteration 8F: 3 clusters Score -1068193 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1068612.750000 Penalty: 4631.968262
	Iteration 9F: 3 clusters Score -1068613 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1068925.250000 Penalty: 4631.968262
	Iteration 10Q: 3 clusters Score -1068925 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1069159.000000 Penalty: 4631.968262
	Iteration 11Q: 3 clusters Score -1069159 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1069376.125000 Penalty: 4631.968262
	Iteration 12Q: 3 clusters Score -1069376 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1069547.500000 Penalty: 4631.968262
	Iteration 13Q: 3 clusters Score -1069548 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1069687.000000 Penalty: 4631.968262
	Iteration 14Q: 3 clusters Score -1069687 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1069834.375000 Penalty: 4631.968262
	Iteration 15Q: 3 clusters Score -1069834 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1069971.000000 Penalty: 4631.968262
	Iteration 16Q: 3 clusters Score -1069971 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1070130.375000 Penalty: 4631.968262
	Iteration 17Q: 3 clusters Score -1070130 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1070286.750000 Penalty: 4631.968262
	Iteration 18Q: 3 clusters Score -1070287 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1070454.500000 Penalty: 4631.968262
	Iteration 19Q: 3 clusters Score -1070454 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1070562.750000 Penalty: 4631.968262
	Iteration 20F: 3 clusters Score -1070563 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1070615.125000 Penalty: 4631.968262
	Iteration 21Q: 3 clusters Score -1070615 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1070643.500000 Penalty: 4631.968262
	Iteration 22Q: 3 clusters Score -1070644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1070658.375000 Penalty: 4631.968262
	Iteration 23Q: 3 clusters Score -1070658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1070667.250000 Penalty: 4631.968262
	Iteration 24Q: 3 clusters Score -1070667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1070675.000000 Penalty: 4631.968262
	Iteration 25Q: 3 clusters Score -1070675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1070681.625000 Penalty: 4631.968262
	Iteration 26Q: 3 clusters Score -1070682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1070684.875000 Penalty: 4631.968262
	Iteration 27Q: 3 clusters Score -1070685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1070684.750000 Penalty: 4631.968262
	Iteration 28Q: 3 clusters Score -1070685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1070686.875000 Penalty: 4631.968262
	Iteration 29Q: 3 clusters Score -1070687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1070692.375000 Penalty: 4631.968262
	Iteration 30Q: 3 clusters Score -1070692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1070692.750000 Penalty: 4631.968262
	Iteration 31Q: 3 clusters Score -1070693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1070691.875000 Penalty: 4631.968262
	Iteration 32Q: 3 clusters Score -1070692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1070691.875000 Penalty: 4631.968262
	Iteration 33F: 3 clusters Score -1070692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Entering Unmasked Estep 
Score: -663171.000000 Penalty: 2201.036377
	Iteration 0F: 2 clusters Score -663171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -657374.312500 Penalty: 4402.072754
	Iteration 0F: 3 clusters Score -657374.3 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -659021.125000 Penalty: 4402.072754
	Iteration 1F: 3 clusters Score -659021.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -659531.375000 Penalty: 4402.072754
	Iteration 2F: 3 clusters Score -659531.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -660040.500000 Penalty: 4402.072754
	Iteration 3F: 3 clusters Score -660040.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -660494.750000 Penalty: 4402.072754
	Iteration 4F: 3 clusters Score -660494.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -660895.750000 Penalty: 4402.072754
	Iteration 5F: 3 clusters Score -660895.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -661238.250000 Penalty: 4402.072754
	Iteration 6F: 3 clusters Score -661238.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -661500.437500 Penalty: 4402.072754
	Iteration 7Q: 3 clusters Score -661500.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -661740.750000 Penalty: 4402.072754
	Iteration 8Q: 3 clusters Score -661740.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -661925.312500 Penalty: 4402.072754
	Iteration 9Q: 3 clusters Score -661925.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -662095.000000 Penalty: 4402.072754
	Iteration 10Q: 3 clusters Score -662095 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -662256.000000 Penalty: 4402.072754
	Iteration 11Q: 3 clusters Score -662256 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -662410.187500 Penalty: 4402.072754
	Iteration 12Q: 3 clusters Score -662410.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -662517.500000 Penalty: 4402.072754
	Iteration 13Q: 3 clusters Score -662517.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -662580.812500 Penalty: 4402.072754
	Iteration 14Q: 3 clusters Score -662580.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -662609.187500 Penalty: 4402.072754
	Iteration 15Q: 3 clusters Score -662609.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -662625.625000 Penalty: 4402.072754
	Iteration 16Q: 3 clusters Score -662625.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -662633.875000 Penalty: 4402.072754
	Iteration 17Q: 3 clusters Score -662633.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -662639.312500 Penalty: 4402.072754
	Iteration 18Q: 3 clusters Score -662639.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -662645.500000 Penalty: 4402.072754
	Iteration 19Q: 3 clusters Score -662645.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -662652.125000 Penalty: 4402.072754
	Iteration 20F: 3 clusters Score -662652.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -662658.937500 Penalty: 4402.072754
	Iteration 21Q: 3 clusters Score -662658.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -662665.875000 Penalty: 4402.072754
	Iteration 22Q: 3 clusters Score -662665.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -662670.437500 Penalty: 4402.072754
	Iteration 23Q: 3 clusters Score -662670.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -662675.625000 Penalty: 4402.072754
	Iteration 24Q: 3 clusters Score -662675.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -662682.750000 Penalty: 4402.072754
	Iteration 25Q: 3 clusters Score -662682.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -662690.625000 Penalty: 4402.072754
	Iteration 26Q: 3 clusters Score -662690.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -662694.437500 Penalty: 4402.072754
	Iteration 27Q: 3 clusters Score -662694.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -662698.375000 Penalty: 4402.072754
	Iteration 28Q: 3 clusters Score -662698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -662699.125000 Penalty: 4402.072754
	Iteration 29Q: 3 clusters Score -662699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -662701.062500 Penalty: 4402.072754
	Iteration 30Q: 3 clusters Score -662701.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -662700.250000 Penalty: 4402.072754
	Iteration 31Q: 3 clusters Score -662700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -662700.687500 Penalty: 4402.072754
	Iteration 32Q: 3 clusters Score -662700.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -662702.875000 Penalty: 4402.072754
	Iteration 33Q: 3 clusters Score -662702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -662702.562500 Penalty: 4402.072754
	Iteration 34Q: 3 clusters Score -662702.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -662703.750000 Penalty: 4402.072754
	Iteration 35Q: 3 clusters Score -662703.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -662704.687500 Penalty: 4402.072754
	Iteration 36Q: 3 clusters Score -662704.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -662704.687500 Penalty: 4402.072754
	Iteration 37F: 3 clusters Score -662704.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (16771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Entering Unmasked Estep 
Score: -1559527.125000 Penalty: 2412.396729
	Iteration 0F: 2 clusters Score -1559527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1547533.750000 Penalty: 4824.793457
	Iteration 0F: 3 clusters Score -1547534 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1551379.000000 Penalty: 4824.793457
	Iteration 1F: 3 clusters Score -1551379 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1551790.750000 Penalty: 4824.793457
	Iteration 2F: 3 clusters Score -1551791 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1552214.000000 Penalty: 4824.793457
	Iteration 3F: 3 clusters Score -1552214 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1552694.500000 Penalty: 4824.793457
	Iteration 4F: 3 clusters Score -1552694 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1553364.125000 Penalty: 4824.793457
	Iteration 5F: 3 clusters Score -1553364 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1554443.250000 Penalty: 4824.793457
	Iteration 6F: 3 clusters Score -1554443 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1556019.750000 Penalty: 4824.793457
	Iteration 7F: 3 clusters Score -1556020 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1557733.625000 Penalty: 4824.793457
	Iteration 8F: 3 clusters Score -1557734 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1558815.125000 Penalty: 4824.793457
	Iteration 9F: 3 clusters Score -1558815 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1559225.500000 Penalty: 4824.793457
	Iteration 10Q: 3 clusters Score -1559226 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1559375.125000 Penalty: 4824.793457
	Iteration 11Q: 3 clusters Score -1559375 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1559455.375000 Penalty: 4824.793457
	Iteration 12Q: 3 clusters Score -1559455 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1559509.375000 Penalty: 4824.793457
	Iteration 13Q: 3 clusters Score -1559509 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1559557.250000 Penalty: 4824.793457
	Iteration 14Q: 3 clusters Score -1559557 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1559580.750000 Penalty: 4824.793457
	Iteration 15Q: 3 clusters Score -1559581 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1559602.250000 Penalty: 4824.793457
	Iteration 16Q: 3 clusters Score -1559602 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1559617.625000 Penalty: 4824.793457
	Iteration 17Q: 3 clusters Score -1559618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1559626.000000 Penalty: 4824.793457
	Iteration 18Q: 3 clusters Score -1559626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1559632.750000 Penalty: 4824.793457
	Iteration 19Q: 3 clusters Score -1559633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1559640.375000 Penalty: 4824.793457
	Iteration 20F: 3 clusters Score -1559640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1559646.125000 Penalty: 4824.793457
	Iteration 21Q: 3 clusters Score -1559646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1559643.250000 Penalty: 4824.793457
	Iteration 22Q: 3 clusters Score -1559643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1559646.750000 Penalty: 4824.793457
	Iteration 23Q: 3 clusters Score -1559647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1559647.375000 Penalty: 4824.793457
	Iteration 24Q: 3 clusters Score -1559647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1559649.000000 Penalty: 4824.793457
	Iteration 25Q: 3 clusters Score -1559649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1559654.250000 Penalty: 4824.793457
	Iteration 26Q: 3 clusters Score -1559654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1559651.125000 Penalty: 4824.793457
	Iteration 27Q: 3 clusters Score -1559651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1559654.000000 Penalty: 4824.793457
	Iteration 28Q: 3 clusters Score -1559654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1559654.125000 Penalty: 4824.793457
	Iteration 29Q: 3 clusters Score -1559654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1559653.875000 Penalty: 4824.793457
	Iteration 30Q: 3 clusters Score -1559654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1559652.750000 Penalty: 4824.793457
	Iteration 31Q: 3 clusters Score -1559653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1559650.875000 Penalty: 4824.793457
	Iteration 32Q: 3 clusters Score -1559651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1559652.875000 Penalty: 4824.793457
	Iteration 33Q: 3 clusters Score -1559653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1559651.750000 Penalty: 4824.793457
	Iteration 34Q: 3 clusters Score -1559652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1559652.125000 Penalty: 4824.793457
	Iteration 35Q: 3 clusters Score -1559652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1559650.375000 Penalty: 4824.793457
	Iteration 36Q: 3 clusters Score -1559650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1559653.500000 Penalty: 4824.793457
	Iteration 37Q: 3 clusters Score -1559654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1559652.500000 Penalty: 4824.793457
	Iteration 38Q: 3 clusters Score -1559652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1559653.375000 Penalty: 4824.793457
	Iteration 39Q: 3 clusters Score -1559653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1559653.875000 Penalty: 4824.793457
	Iteration 40F: 3 clusters Score -1559654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1559654.625000 Penalty: 4824.793457
	Iteration 41Q: 3 clusters Score -1559655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1559653.000000 Penalty: 4824.793457
	Iteration 42Q: 3 clusters Score -1559653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1559654.750000 Penalty: 4824.793457
	Iteration 43Q: 3 clusters Score -1559655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1559652.000000 Penalty: 4824.793457
	Iteration 44Q: 3 clusters Score -1559652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1559652.000000 Penalty: 4824.793457
	Iteration 45F: 3 clusters Score -1559652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 11688 members 
Mstep: Class 3 contains 22590 members 
Mstep: Class 4 contains 9804 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 101966 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 224608 members 
Mstep: Class 9 contains 97264 members 
Mstep: Class 10 contains 12329 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 8015 members 
Mstep: Class 13 contains 12853 members 
Mstep: Class 14 contains 306221 members 
Mstep: Class 15 contains 217778 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13027 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 7468 members 
Mstep: Class 20 contains 63325 members 
Mstep: Class 21 contains 128124 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 15551 members 
Mstep: Class 24 contains 228106 members 
Mstep: Class 25 contains 13076 members 
Mstep: Class 26 contains 9712 members 
Mstep: Class 27 contains 16345 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 11369 members 
Mstep: Class 30 contains 7152 members 
Mstep: Class 31 contains 11660 members 
Mstep: Class 32 contains 6797 members 
Mstep: Class 33 contains 16337 members 
Mstep: Class 34 contains 5111 members 
Entering Unmasked Estep 
Score: -157703008.000000 Penalty: 120826.726562
Splitting cluster 31 changes total score from -157703664.000000 to -157703008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (6797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Entering Unmasked Estep 
Score: -598004.312500 Penalty: 2188.410645
	Iteration 0F: 2 clusters Score -598004.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -592432.000000 Penalty: 4376.821289
	Iteration 0F: 3 clusters Score -592432 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -594194.375000 Penalty: 4376.821289
	Iteration 1F: 3 clusters Score -594194.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -594743.750000 Penalty: 4376.821289
	Iteration 2F: 3 clusters Score -594743.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -595266.937500 Penalty: 4376.821289
	Iteration 3F: 3 clusters Score -595266.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -595794.562500 Penalty: 4376.821289
	Iteration 4F: 3 clusters Score -595794.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -596194.687500 Penalty: 4376.821289
	Iteration 5F: 3 clusters Score -596194.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -596530.750000 Penalty: 4376.821289
	Iteration 6F: 3 clusters Score -596530.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -596846.187500 Penalty: 4376.821289
	Iteration 7Q: 3 clusters Score -596846.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -597063.437500 Penalty: 4376.821289
	Iteration 8Q: 3 clusters Score -597063.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -597181.750000 Penalty: 4376.821289
	Iteration 9Q: 3 clusters Score -597181.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -597253.625000 Penalty: 4376.821289
	Iteration 10Q: 3 clusters Score -597253.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -597315.687500 Penalty: 4376.821289
	Iteration 11Q: 3 clusters Score -597315.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -597372.875000 Penalty: 4376.821289
	Iteration 12Q: 3 clusters Score -597372.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -597438.187500 Penalty: 4376.821289
	Iteration 13Q: 3 clusters Score -597438.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -597519.875000 Penalty: 4376.821289
	Iteration 14Q: 3 clusters Score -597519.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -597580.312500 Penalty: 4376.821289
	Iteration 15Q: 3 clusters Score -597580.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -597605.000000 Penalty: 4376.821289
	Iteration 16Q: 3 clusters Score -597605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -597622.937500 Penalty: 4376.821289
	Iteration 17Q: 3 clusters Score -597622.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -597633.375000 Penalty: 4376.821289
	Iteration 18Q: 3 clusters Score -597633.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -597640.937500 Penalty: 4376.821289
	Iteration 19Q: 3 clusters Score -597640.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -597647.062500 Penalty: 4376.821289
	Iteration 20F: 3 clusters Score -597647.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -597651.187500 Penalty: 4376.821289
	Iteration 21Q: 3 clusters Score -597651.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -597657.687500 Penalty: 4376.821289
	Iteration 22Q: 3 clusters Score -597657.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -597663.875000 Penalty: 4376.821289
	Iteration 23Q: 3 clusters Score -597663.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -597671.937500 Penalty: 4376.821289
	Iteration 24Q: 3 clusters Score -597671.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -597679.625000 Penalty: 4376.821289
	Iteration 25Q: 3 clusters Score -597679.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -597689.375000 Penalty: 4376.821289
	Iteration 26Q: 3 clusters Score -597689.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -597703.312500 Penalty: 4376.821289
	Iteration 27Q: 3 clusters Score -597703.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -597712.937500 Penalty: 4376.821289
	Iteration 28Q: 3 clusters Score -597712.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -597718.750000 Penalty: 4376.821289
	Iteration 29Q: 3 clusters Score -597718.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -597721.312500 Penalty: 4376.821289
	Iteration 30Q: 3 clusters Score -597721.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -597722.875000 Penalty: 4376.821289
	Iteration 31Q: 3 clusters Score -597722.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -597728.687500 Penalty: 4376.821289
	Iteration 32Q: 3 clusters Score -597728.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -597736.187500 Penalty: 4376.821289
	Iteration 33Q: 3 clusters Score -597736.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -597740.250000 Penalty: 4376.821289
	Iteration 34Q: 3 clusters Score -597740.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -597744.625000 Penalty: 4376.821289
	Iteration 35Q: 3 clusters Score -597744.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -597749.250000 Penalty: 4376.821289
	Iteration 36Q: 3 clusters Score -597749.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -597752.000000 Penalty: 4376.821289
	Iteration 37Q: 3 clusters Score -597752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -597753.625000 Penalty: 4376.821289
	Iteration 38Q: 3 clusters Score -597753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -597754.375000 Penalty: 4376.821289
	Iteration 39Q: 3 clusters Score -597754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -597756.687500 Penalty: 4376.821289
	Iteration 40F: 3 clusters Score -597756.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -597757.437500 Penalty: 4376.821289
	Iteration 41Q: 3 clusters Score -597757.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -597757.250000 Penalty: 4376.821289
	Iteration 42Q: 3 clusters Score -597757.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -597757.812500 Penalty: 4376.821289
	Iteration 43Q: 3 clusters Score -597757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -597759.062500 Penalty: 4376.821289
	Iteration 44Q: 3 clusters Score -597759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -597759.062500 Penalty: 4376.821289
	Iteration 45Q: 3 clusters Score -597759.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -597759.062500 Penalty: 4376.821289
	Iteration 46Q: 3 clusters Score -597759.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -597760.250000 Penalty: 4376.821289
	Iteration 47Q: 3 clusters Score -597760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -597761.000000 Penalty: 4376.821289
	Iteration 48Q: 3 clusters Score -597761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -597761.000000 Penalty: 4376.821289
	Iteration 49F: 3 clusters Score -597761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Entering Unmasked Estep 
Score: -1522171.750000 Penalty: 2405.894531
	Iteration 0F: 2 clusters Score -1522172 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 8129 members 
Entering Unmasked Estep 
Score: -1510476.375000 Penalty: 4811.789062
	Iteration 0F: 3 clusters Score -1510476 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1514228.750000 Penalty: 4811.789062
	Iteration 1F: 3 clusters Score -1514229 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1514614.375000 Penalty: 4811.789062
	Iteration 2F: 3 clusters Score -1514614 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1514889.750000 Penalty: 4811.789062
	Iteration 3Q: 3 clusters Score -1514890 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1515122.125000 Penalty: 4811.789062
	Iteration 4Q: 3 clusters Score -1515122 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1515318.000000 Penalty: 4811.789062
	Iteration 5Q: 3 clusters Score -1515318 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1515515.375000 Penalty: 4811.789062
	Iteration 6Q: 3 clusters Score -1515515 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1515703.500000 Penalty: 4811.789062
	Iteration 7Q: 3 clusters Score -1515704 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1515928.375000 Penalty: 4811.789062
	Iteration 8Q: 3 clusters Score -1515928 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1516194.875000 Penalty: 4811.789062
	Iteration 9Q: 3 clusters Score -1516195 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1516528.500000 Penalty: 4811.789062
	Iteration 10Q: 3 clusters Score -1516528 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1516940.875000 Penalty: 4811.789062
	Iteration 11Q: 3 clusters Score -1516941 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1517430.375000 Penalty: 4811.789062
	Iteration 12Q: 3 clusters Score -1517430 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1517944.125000 Penalty: 4811.789062
	Iteration 13Q: 3 clusters Score -1517944 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1518445.125000 Penalty: 4811.789062
	Iteration 14Q: 3 clusters Score -1518445 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1518915.625000 Penalty: 4811.789062
	Iteration 15Q: 3 clusters Score -1518916 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1519317.375000 Penalty: 4811.789062
	Iteration 16Q: 3 clusters Score -1519317 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1519576.000000 Penalty: 4811.789062
	Iteration 17Q: 3 clusters Score -1519576 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1519780.000000 Penalty: 4811.789062
	Iteration 18Q: 3 clusters Score -1519780 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1519876.625000 Penalty: 4811.789062
	Iteration 19Q: 3 clusters Score -1519877 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1519945.375000 Penalty: 4811.789062
	Iteration 20F: 3 clusters Score -1519945 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1519996.750000 Penalty: 4811.789062
	Iteration 21Q: 3 clusters Score -1519997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1520026.250000 Penalty: 4811.789062
	Iteration 22Q: 3 clusters Score -1520026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1520045.250000 Penalty: 4811.789062
	Iteration 23Q: 3 clusters Score -1520045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1520064.250000 Penalty: 4811.789062
	Iteration 24Q: 3 clusters Score -1520064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1520088.375000 Penalty: 4811.789062
	Iteration 25Q: 3 clusters Score -1520088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1520113.125000 Penalty: 4811.789062
	Iteration 26Q: 3 clusters Score -1520113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1520129.750000 Penalty: 4811.789062
	Iteration 27Q: 3 clusters Score -1520130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1520144.625000 Penalty: 4811.789062
	Iteration 28Q: 3 clusters Score -1520145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1520153.125000 Penalty: 4811.789062
	Iteration 29Q: 3 clusters Score -1520153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1520162.750000 Penalty: 4811.789062
	Iteration 30Q: 3 clusters Score -1520163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1520179.875000 Penalty: 4811.789062
	Iteration 31Q: 3 clusters Score -1520180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1520193.875000 Penalty: 4811.789062
	Iteration 32Q: 3 clusters Score -1520194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1520209.250000 Penalty: 4811.789062
	Iteration 33Q: 3 clusters Score -1520209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1520216.125000 Penalty: 4811.789062
	Iteration 34Q: 3 clusters Score -1520216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1520229.000000 Penalty: 4811.789062
	Iteration 35Q: 3 clusters Score -1520229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1520250.000000 Penalty: 4811.789062
	Iteration 36Q: 3 clusters Score -1520250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1520278.000000 Penalty: 4811.789062
	Iteration 37Q: 3 clusters Score -1520278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1520314.625000 Penalty: 4811.789062
	Iteration 38Q: 3 clusters Score -1520315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1520356.875000 Penalty: 4811.789062
	Iteration 39Q: 3 clusters Score -1520357 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1520390.750000 Penalty: 4811.789062
	Iteration 40F: 3 clusters Score -1520391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1520416.875000 Penalty: 4811.789062
	Iteration 41Q: 3 clusters Score -1520417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1520440.375000 Penalty: 4811.789062
	Iteration 42Q: 3 clusters Score -1520440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1520473.500000 Penalty: 4811.789062
	Iteration 43Q: 3 clusters Score -1520474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1520508.875000 Penalty: 4811.789062
	Iteration 44Q: 3 clusters Score -1520509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1520534.500000 Penalty: 4811.789062
	Iteration 45Q: 3 clusters Score -1520534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1520565.250000 Penalty: 4811.789062
	Iteration 46Q: 3 clusters Score -1520565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1520593.000000 Penalty: 4811.789062
	Iteration 47Q: 3 clusters Score -1520593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1520620.500000 Penalty: 4811.789062
	Iteration 48Q: 3 clusters Score -1520620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1520650.000000 Penalty: 4811.789062
	Iteration 49Q: 3 clusters Score -1520650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1520682.750000 Penalty: 4811.789062
	Iteration 50Q: 3 clusters Score -1520683 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1520726.250000 Penalty: 4811.789062
	Iteration 51Q: 3 clusters Score -1520726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1520766.500000 Penalty: 4811.789062
	Iteration 52Q: 3 clusters Score -1520766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1520800.375000 Penalty: 4811.789062
	Iteration 53Q: 3 clusters Score -1520800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1520827.500000 Penalty: 4811.789062
	Iteration 54Q: 3 clusters Score -1520828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1520849.500000 Penalty: 4811.789062
	Iteration 55Q: 3 clusters Score -1520850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1520876.500000 Penalty: 4811.789062
	Iteration 56Q: 3 clusters Score -1520876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1520893.875000 Penalty: 4811.789062
	Iteration 57Q: 3 clusters Score -1520894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1520906.750000 Penalty: 4811.789062
	Iteration 58Q: 3 clusters Score -1520907 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1520930.625000 Penalty: 4811.789062
	Iteration 59Q: 3 clusters Score -1520931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1520959.000000 Penalty: 4811.789062
	Iteration 60F: 3 clusters Score -1520959 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1520987.125000 Penalty: 4811.789062
	Iteration 61Q: 3 clusters Score -1520987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1521007.375000 Penalty: 4811.789062
	Iteration 62Q: 3 clusters Score -1521007 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1521032.375000 Penalty: 4811.789062
	Iteration 63Q: 3 clusters Score -1521032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1521045.125000 Penalty: 4811.789062
	Iteration 64Q: 3 clusters Score -1521045 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1521074.875000 Penalty: 4811.789062
	Iteration 65Q: 3 clusters Score -1521075 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1521113.375000 Penalty: 4811.789062
	Iteration 66Q: 3 clusters Score -1521113 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1521160.500000 Penalty: 4811.789062
	Iteration 67Q: 3 clusters Score -1521160 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1521229.000000 Penalty: 4811.789062
	Iteration 68Q: 3 clusters Score -1521229 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1521293.875000 Penalty: 4811.789062
	Iteration 69Q: 3 clusters Score -1521294 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1521365.625000 Penalty: 4811.789062
	Iteration 70Q: 3 clusters Score -1521366 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1521438.500000 Penalty: 4811.789062
	Iteration 71Q: 3 clusters Score -1521438 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1521495.000000 Penalty: 4811.789062
	Iteration 72Q: 3 clusters Score -1521495 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1521551.750000 Penalty: 4811.789062
	Iteration 73Q: 3 clusters Score -1521552 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1521615.375000 Penalty: 4811.789062
	Iteration 74Q: 3 clusters Score -1521615 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1521695.625000 Penalty: 4811.789062
	Iteration 75Q: 3 clusters Score -1521696 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1521761.750000 Penalty: 4811.789062
	Iteration 76Q: 3 clusters Score -1521762 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1521825.250000 Penalty: 4811.789062
	Iteration 77Q: 3 clusters Score -1521825 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1521871.000000 Penalty: 4811.789062
	Iteration 78Q: 3 clusters Score -1521871 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1521908.250000 Penalty: 4811.789062
	Iteration 79Q: 3 clusters Score -1521908 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1522042.125000 Penalty: 4811.789062
	Iteration 80F: 3 clusters Score -1522042 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1522168.125000 Penalty: 4811.789062
	Iteration 81Q: 3 clusters Score -1522168 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1522287.375000 Penalty: 4811.789062
	Iteration 82Q: 3 clusters Score -1522287 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1522408.500000 Penalty: 4811.789062
	Iteration 83Q: 3 clusters Score -1522408 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1522498.125000 Penalty: 4811.789062
	Iteration 84Q: 3 clusters Score -1522498 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1522564.375000 Penalty: 4811.789062
	Iteration 85Q: 3 clusters Score -1522564 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1522624.000000 Penalty: 4811.789062
	Iteration 86Q: 3 clusters Score -1522624 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1522693.750000 Penalty: 4811.789062
	Iteration 87Q: 3 clusters Score -1522694 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1522768.250000 Penalty: 4811.789062
	Iteration 88Q: 3 clusters Score -1522768 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1522861.250000 Penalty: 4811.789062
	Iteration 89Q: 3 clusters Score -1522861 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1522935.125000 Penalty: 4811.789062
	Iteration 90Q: 3 clusters Score -1522935 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1522994.625000 Penalty: 4811.789062
	Iteration 91Q: 3 clusters Score -1522995 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1523033.750000 Penalty: 4811.789062
	Iteration 92Q: 3 clusters Score -1523034 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1523057.500000 Penalty: 4811.789062
	Iteration 93Q: 3 clusters Score -1523058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1523068.375000 Penalty: 4811.789062
	Iteration 94Q: 3 clusters Score -1523068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1523080.875000 Penalty: 4811.789062
	Iteration 95Q: 3 clusters Score -1523081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1523088.375000 Penalty: 4811.789062
	Iteration 96Q: 3 clusters Score -1523088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1523098.250000 Penalty: 4811.789062
	Iteration 97Q: 3 clusters Score -1523098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1523099.000000 Penalty: 4811.789062
	Iteration 98Q: 3 clusters Score -1523099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1523103.875000 Penalty: 4811.789062
	Iteration 99Q: 3 clusters Score -1523104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1523174.500000 Penalty: 4811.789062
	Iteration 100F: 3 clusters Score -1523174 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1523246.250000 Penalty: 4811.789062
	Iteration 101Q: 3 clusters Score -1523246 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1523301.500000 Penalty: 4811.789062
	Iteration 102Q: 3 clusters Score -1523302 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1523330.125000 Penalty: 4811.789062
	Iteration 103Q: 3 clusters Score -1523330 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1523348.500000 Penalty: 4811.789062
	Iteration 104Q: 3 clusters Score -1523348 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1523362.375000 Penalty: 4811.789062
	Iteration 105Q: 3 clusters Score -1523362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1523377.875000 Penalty: 4811.789062
	Iteration 106Q: 3 clusters Score -1523378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1523382.375000 Penalty: 4811.789062
	Iteration 107Q: 3 clusters Score -1523382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1523388.250000 Penalty: 4811.789062
	Iteration 108Q: 3 clusters Score -1523388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1523397.375000 Penalty: 4811.789062
	Iteration 109Q: 3 clusters Score -1523397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1523403.750000 Penalty: 4811.789062
	Iteration 110Q: 3 clusters Score -1523404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1523403.750000 Penalty: 4811.789062
	Iteration 111Q: 3 clusters Score -1523404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1523412.375000 Penalty: 4811.789062
	Iteration 112Q: 3 clusters Score -1523412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1523414.125000 Penalty: 4811.789062
	Iteration 113Q: 3 clusters Score -1523414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1523415.750000 Penalty: 4811.789062
	Iteration 114Q: 3 clusters Score -1523416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1523415.625000 Penalty: 4811.789062
	Iteration 115Q: 3 clusters Score -1523416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1523414.250000 Penalty: 4811.789062
	Iteration 116Q: 3 clusters Score -1523414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1523414.375000 Penalty: 4811.789062
	Iteration 117Q: 3 clusters Score -1523414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1523413.625000 Penalty: 4811.789062
	Iteration 118Q: 3 clusters Score -1523414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1523413.625000 Penalty: 4811.789062
	Iteration 119F: 3 clusters Score -1523414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 11688 members 
Mstep: Class 3 contains 22590 members 
Mstep: Class 4 contains 9804 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 101966 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 224608 members 
Mstep: Class 9 contains 97264 members 
Mstep: Class 10 contains 12329 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 8015 members 
Mstep: Class 13 contains 12853 members 
Mstep: Class 14 contains 306221 members 
Mstep: Class 15 contains 217778 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13027 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 7468 members 
Mstep: Class 20 contains 63325 members 
Mstep: Class 21 contains 128124 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 15551 members 
Mstep: Class 24 contains 228106 members 
Mstep: Class 25 contains 13076 members 
Mstep: Class 26 contains 9712 members 
Mstep: Class 27 contains 16345 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 11369 members 
Mstep: Class 30 contains 7152 members 
Mstep: Class 31 contains 16771 members 
Mstep: Class 32 contains 6797 members 
Mstep: Class 33 contains 10734 members 
Mstep: Class 34 contains 5603 members 
Entering Unmasked Estep 
Score: -157703456.000000 Penalty: 120826.726562
Splitting cluster 33 changes total score from -157703664.000000 to -157703456.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 11688 members 
Mstep: Class 3 contains 22590 members 
Mstep: Class 4 contains 9804 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 101966 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 224608 members 
Mstep: Class 9 contains 97264 members 
Mstep: Class 10 contains 12329 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 8015 members 
Mstep: Class 13 contains 12853 members 
Mstep: Class 14 contains 306221 members 
Mstep: Class 15 contains 217778 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13027 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 7468 members 
Mstep: Class 20 contains 63325 members 
Mstep: Class 21 contains 128124 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 15551 members 
Mstep: Class 24 contains 228106 members 
Mstep: Class 25 contains 13076 members 
Mstep: Class 26 contains 9712 members 
Mstep: Class 27 contains 16345 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 11369 members 
Mstep: Class 30 contains 7152 members 
Mstep: Class 31 contains 16771 members 
Mstep: Class 32 contains 6797 members 
Mstep: Class 33 contains 16337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703712.000000 Penalty: 117273.000000
Iteration 159Q: 34 clusters Score -1.577037e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 11693 members 
Mstep: Class 3 contains 22586 members 
Mstep: Class 4 contains 9813 members 
Mstep: Class 5 contains 15303 members 
Mstep: Class 6 contains 101959 members 
Mstep: Class 7 contains 8218 members 
Mstep: Class 8 contains 224579 members 
Mstep: Class 9 contains 97281 members 
Mstep: Class 10 contains 12324 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 8015 members 
Mstep: Class 13 contains 12854 members 
Mstep: Class 14 contains 306219 members 
Mstep: Class 15 contains 217775 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13027 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 7464 members 
Mstep: Class 20 contains 63323 members 
Mstep: Class 21 contains 128113 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 15551 members 
Mstep: Class 24 contains 228106 members 
Mstep: Class 25 contains 13077 members 
Mstep: Class 26 contains 9712 members 
Mstep: Class 27 contains 16346 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 11374 members 
Mstep: Class 30 contains 7153 members 
Mstep: Class 31 contains 16768 members 
Mstep: Class 32 contains 6802 members 
Mstep: Class 33 contains 16341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703744.000000 Penalty: 117273.000000
Iteration 160F: 34 clusters Score -1.577037e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 11696 members 
Mstep: Class 3 contains 22581 members 
Mstep: Class 4 contains 9830 members 
Mstep: Class 5 contains 15302 members 
Mstep: Class 6 contains 101954 members 
Mstep: Class 7 contains 8218 members 
Mstep: Class 8 contains 224558 members 
Mstep: Class 9 contains 97288 members 
Mstep: Class 10 contains 12323 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12854 members 
Mstep: Class 14 contains 306218 members 
Mstep: Class 15 contains 217774 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13028 members 
Mstep: Class 18 contains 17685 members 
Mstep: Class 19 contains 7460 members 
Mstep: Class 20 contains 63322 members 
Mstep: Class 21 contains 128100 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 15552 members 
Mstep: Class 24 contains 228113 members 
Mstep: Class 25 contains 13076 members 
Mstep: Class 26 contains 9712 members 
Mstep: Class 27 contains 16347 members 
Mstep: Class 28 contains 5961 members 
Mstep: Class 29 contains 11376 members 
Mstep: Class 30 contains 7153 members 
Mstep: Class 31 contains 16765 members 
Mstep: Class 32 contains 6803 members 
Mstep: Class 33 contains 16342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703824.000000 Penalty: 117273.000000
Iteration 161Q: 34 clusters Score -1.577038e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 22581 members 
Mstep: Class 4 contains 9841 members 
Mstep: Class 5 contains 15301 members 
Mstep: Class 6 contains 101947 members 
Mstep: Class 7 contains 8218 members 
Mstep: Class 8 contains 224546 members 
Mstep: Class 9 contains 97297 members 
Mstep: Class 10 contains 12324 members 
Mstep: Class 11 contains 9035 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12855 members 
Mstep: Class 14 contains 306217 members 
Mstep: Class 15 contains 217775 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13028 members 
Mstep: Class 18 contains 17687 members 
Mstep: Class 19 contains 7460 members 
Mstep: Class 20 contains 63321 members 
Mstep: Class 21 contains 128080 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 15551 members 
Mstep: Class 24 contains 228116 members 
Mstep: Class 25 contains 13077 members 
Mstep: Class 26 contains 9712 members 
Mstep: Class 27 contains 16348 members 
Mstep: Class 28 contains 5949 members 
Mstep: Class 29 contains 11376 members 
Mstep: Class 30 contains 7154 members 
Mstep: Class 31 contains 16761 members 
Mstep: Class 32 contains 6804 members 
Mstep: Class 33 contains 16344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703808.000000 Penalty: 117273.000000
Iteration 162Q: 34 clusters Score -1.577038e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 11696 members 
Mstep: Class 3 contains 22582 members 
Mstep: Class 4 contains 9847 members 
Mstep: Class 5 contains 15299 members 
Mstep: Class 6 contains 101937 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 224528 members 
Mstep: Class 9 contains 97306 members 
Mstep: Class 10 contains 12324 members 
Mstep: Class 11 contains 9037 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 12855 members 
Mstep: Class 14 contains 306216 members 
Mstep: Class 15 contains 217780 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13028 members 
Mstep: Class 18 contains 17687 members 
Mstep: Class 19 contains 7461 members 
Mstep: Class 20 contains 63320 members 
Mstep: Class 21 contains 128061 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 15551 members 
Mstep: Class 24 contains 228115 members 
Mstep: Class 25 contains 13079 members 
Mstep: Class 26 contains 9715 members 
Mstep: Class 27 contains 16345 members 
Mstep: Class 28 contains 5944 members 
Mstep: Class 29 contains 11377 members 
Mstep: Class 30 contains 7151 members 
Mstep: Class 31 contains 16756 members 
Mstep: Class 32 contains 6806 members 
Mstep: Class 33 contains 16344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703728.000000 Penalty: 117273.000000
Iteration 163Q: 34 clusters Score -1.577037e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 11697 members 
Mstep: Class 3 contains 22580 members 
Mstep: Class 4 contains 9858 members 
Mstep: Class 5 contains 15299 members 
Mstep: Class 6 contains 101930 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 224504 members 
Mstep: Class 9 contains 97315 members 
Mstep: Class 10 contains 12325 members 
Mstep: Class 11 contains 9038 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 12856 members 
Mstep: Class 14 contains 306214 members 
Mstep: Class 15 contains 217781 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13030 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 7461 members 
Mstep: Class 20 contains 63319 members 
Mstep: Class 21 contains 128047 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 15550 members 
Mstep: Class 24 contains 228110 members 
Mstep: Class 25 contains 13080 members 
Mstep: Class 26 contains 9713 members 
Mstep: Class 27 contains 16343 members 
Mstep: Class 28 contains 5940 members 
Mstep: Class 29 contains 11378 members 
Mstep: Class 30 contains 7153 members 
Mstep: Class 31 contains 16752 members 
Mstep: Class 32 contains 6807 members 
Mstep: Class 33 contains 16345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703824.000000 Penalty: 117273.000000
Iteration 164Q: 34 clusters Score -1.577038e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 11697 members 
Mstep: Class 3 contains 22584 members 
Mstep: Class 4 contains 9866 members 
Mstep: Class 5 contains 15300 members 
Mstep: Class 6 contains 101929 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224482 members 
Mstep: Class 9 contains 97321 members 
Mstep: Class 10 contains 12325 members 
Mstep: Class 11 contains 9038 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 12858 members 
Mstep: Class 14 contains 306210 members 
Mstep: Class 15 contains 217781 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13030 members 
Mstep: Class 18 contains 17692 members 
Mstep: Class 19 contains 7460 members 
Mstep: Class 20 contains 63319 members 
Mstep: Class 21 contains 128034 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 15550 members 
Mstep: Class 24 contains 228108 members 
Mstep: Class 25 contains 13080 members 
Mstep: Class 26 contains 9715 members 
Mstep: Class 27 contains 16345 members 
Mstep: Class 28 contains 5931 members 
Mstep: Class 29 contains 11379 members 
Mstep: Class 30 contains 7152 members 
Mstep: Class 31 contains 16755 members 
Mstep: Class 32 contains 6807 members 
Mstep: Class 33 contains 16344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703840.000000 Penalty: 117273.000000
Iteration 165Q: 34 clusters Score -1.577038e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 11699 members 
Mstep: Class 3 contains 22584 members 
Mstep: Class 4 contains 9874 members 
Mstep: Class 5 contains 15299 members 
Mstep: Class 6 contains 101929 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224473 members 
Mstep: Class 9 contains 97323 members 
Mstep: Class 10 contains 12324 members 
Mstep: Class 11 contains 9038 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 12858 members 
Mstep: Class 14 contains 306210 members 
Mstep: Class 15 contains 217780 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13031 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 7460 members 
Mstep: Class 20 contains 63319 members 
Mstep: Class 21 contains 128026 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 15550 members 
Mstep: Class 24 contains 228106 members 
Mstep: Class 25 contains 13080 members 
Mstep: Class 26 contains 9714 members 
Mstep: Class 27 contains 16341 members 
Mstep: Class 28 contains 5930 members 
Mstep: Class 29 contains 11380 members 
Mstep: Class 30 contains 7152 members 
Mstep: Class 31 contains 16754 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 16343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703904.000000 Penalty: 117273.000000
Iteration 166Q: 34 clusters Score -1.577039e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 22579 members 
Mstep: Class 4 contains 9884 members 
Mstep: Class 5 contains 15302 members 
Mstep: Class 6 contains 101923 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224459 members 
Mstep: Class 9 contains 97328 members 
Mstep: Class 10 contains 12322 members 
Mstep: Class 11 contains 9038 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 12858 members 
Mstep: Class 14 contains 306209 members 
Mstep: Class 15 contains 217781 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13032 members 
Mstep: Class 18 contains 17692 members 
Mstep: Class 19 contains 7460 members 
Mstep: Class 20 contains 63319 members 
Mstep: Class 21 contains 128017 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 15550 members 
Mstep: Class 24 contains 228104 members 
Mstep: Class 25 contains 13080 members 
Mstep: Class 26 contains 9712 members 
Mstep: Class 27 contains 16343 members 
Mstep: Class 28 contains 5925 members 
Mstep: Class 29 contains 11380 members 
Mstep: Class 30 contains 7152 members 
Mstep: Class 31 contains 16752 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 16344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703872.000000 Penalty: 117273.000000
Iteration 167Q: 34 clusters Score -1.577039e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 11700 members 
Mstep: Class 3 contains 22578 members 
Mstep: Class 4 contains 9891 members 
Mstep: Class 5 contains 15302 members 
Mstep: Class 6 contains 101917 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224449 members 
Mstep: Class 9 contains 97328 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 9038 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 12858 members 
Mstep: Class 14 contains 306209 members 
Mstep: Class 15 contains 217777 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13034 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 63320 members 
Mstep: Class 21 contains 128015 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 15551 members 
Mstep: Class 24 contains 228100 members 
Mstep: Class 25 contains 13080 members 
Mstep: Class 26 contains 9710 members 
Mstep: Class 27 contains 16346 members 
Mstep: Class 28 contains 5922 members 
Mstep: Class 29 contains 11380 members 
Mstep: Class 30 contains 7152 members 
Mstep: Class 31 contains 16752 members 
Mstep: Class 32 contains 6808 members 
Mstep: Class 33 contains 16345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703952.000000 Penalty: 117273.000000
Iteration 168Q: 34 clusters Score -1.57704e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 22579 members 
Mstep: Class 4 contains 9897 members 
Mstep: Class 5 contains 15302 members 
Mstep: Class 6 contains 101916 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224438 members 
Mstep: Class 9 contains 97330 members 
Mstep: Class 10 contains 12320 members 
Mstep: Class 11 contains 9039 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 12858 members 
Mstep: Class 14 contains 306204 members 
Mstep: Class 15 contains 217776 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13036 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 7457 members 
Mstep: Class 20 contains 63320 members 
Mstep: Class 21 contains 128006 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 15551 members 
Mstep: Class 24 contains 228098 members 
Mstep: Class 25 contains 13081 members 
Mstep: Class 26 contains 9711 members 
Mstep: Class 27 contains 16346 members 
Mstep: Class 28 contains 5918 members 
Mstep: Class 29 contains 11380 members 
Mstep: Class 30 contains 7152 members 
Mstep: Class 31 contains 16754 members 
Mstep: Class 32 contains 6807 members 
Mstep: Class 33 contains 16345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703888.000000 Penalty: 117273.000000
Iteration 169Q: 34 clusters Score -1.577039e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 11703 members 
Mstep: Class 3 contains 22578 members 
Mstep: Class 4 contains 9904 members 
Mstep: Class 5 contains 15302 members 
Mstep: Class 6 contains 101909 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 224437 members 
Mstep: Class 9 contains 97332 members 
Mstep: Class 10 contains 12320 members 
Mstep: Class 11 contains 9038 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 12858 members 
Mstep: Class 14 contains 306202 members 
Mstep: Class 15 contains 217774 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13036 members 
Mstep: Class 18 contains 17692 members 
Mstep: Class 19 contains 7454 members 
Mstep: Class 20 contains 63319 members 
Mstep: Class 21 contains 127997 members 
Mstep: Class 22 contains 3920 members 
Mstep: Class 23 contains 15550 members 
Mstep: Class 24 contains 228099 members 
Mstep: Class 25 contains 13081 members 
Mstep: Class 26 contains 9712 members 
Mstep: Class 27 contains 16344 members 
Mstep: Class 28 contains 5915 members 
Mstep: Class 29 contains 11381 members 
Mstep: Class 30 contains 7152 members 
Mstep: Class 31 contains 16755 members 
Mstep: Class 32 contains 6807 members 
Mstep: Class 33 contains 16347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703984.000000 Penalty: 117273.000000
Iteration 170Q: 34 clusters Score -1.57704e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 11704 members 
Mstep: Class 3 contains 22578 members 
Mstep: Class 4 contains 9908 members 
Mstep: Class 5 contains 15301 members 
Mstep: Class 6 contains 101902 members 
Mstep: Class 7 contains 8224 members 
Mstep: Class 8 contains 224429 members 
Mstep: Class 9 contains 97335 members 
Mstep: Class 10 contains 12320 members 
Mstep: Class 11 contains 9038 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 12858 members 
Mstep: Class 14 contains 306199 members 
Mstep: Class 15 contains 217775 members 
Mstep: Class 16 contains 11103 members 
Mstep: Class 17 contains 13036 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 7454 members 
Mstep: Class 20 contains 63316 members 
Mstep: Class 21 contains 127993 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 15550 members 
Mstep: Class 24 contains 228098 members 
Mstep: Class 25 contains 13082 members 
Mstep: Class 26 contains 9713 members 
Mstep: Class 27 contains 16343 members 
Mstep: Class 28 contains 5910 members 
Mstep: Class 29 contains 11383 members 
Mstep: Class 30 contains 7152 members 
Mstep: Class 31 contains 16753 members 
Mstep: Class 32 contains 6813 members 
Mstep: Class 33 contains 16351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703824.000000 Penalty: 117273.000000
Iteration 171Q: 34 clusters Score -1.577038e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 11705 members 
Mstep: Class 3 contains 22576 members 
Mstep: Class 4 contains 9913 members 
Mstep: Class 5 contains 15300 members 
Mstep: Class 6 contains 101894 members 
Mstep: Class 7 contains 8224 members 
Mstep: Class 8 contains 224422 members 
Mstep: Class 9 contains 97339 members 
Mstep: Class 10 contains 12318 members 
Mstep: Class 11 contains 9037 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 12858 members 
Mstep: Class 14 contains 306196 members 
Mstep: Class 15 contains 217777 members 
Mstep: Class 16 contains 11101 members 
Mstep: Class 17 contains 13035 members 
Mstep: Class 18 contains 17692 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 63315 members 
Mstep: Class 21 contains 127994 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 15550 members 
Mstep: Class 24 contains 228097 members 
Mstep: Class 25 contains 13084 members 
Mstep: Class 26 contains 9711 members 
Mstep: Class 27 contains 16340 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 11383 members 
Mstep: Class 30 contains 7153 members 
Mstep: Class 31 contains 16755 members 
Mstep: Class 32 contains 6817 members 
Mstep: Class 33 contains 16354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703824.000000 Penalty: 117273.000000
Iteration 172Q: 34 clusters Score -1.577038e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 11708 members 
Mstep: Class 3 contains 22574 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15300 members 
Mstep: Class 6 contains 101892 members 
Mstep: Class 7 contains 8223 members 
Mstep: Class 8 contains 224411 members 
Mstep: Class 9 contains 97341 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 306195 members 
Mstep: Class 15 contains 217778 members 
Mstep: Class 16 contains 11099 members 
Mstep: Class 17 contains 13034 members 
Mstep: Class 18 contains 17693 members 
Mstep: Class 19 contains 7453 members 
Mstep: Class 20 contains 63314 members 
Mstep: Class 21 contains 127990 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 228097 members 
Mstep: Class 25 contains 13086 members 
Mstep: Class 26 contains 9712 members 
Mstep: Class 27 contains 16339 members 
Mstep: Class 28 contains 5901 members 
Mstep: Class 29 contains 11382 members 
Mstep: Class 30 contains 7153 members 
Mstep: Class 31 contains 16755 members 
Mstep: Class 32 contains 6820 members 
Mstep: Class 33 contains 16356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703824.000000 Penalty: 117273.000000
Iteration 173Q: 34 clusters Score -1.577038e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 11709 members 
Mstep: Class 3 contains 22573 members 
Mstep: Class 4 contains 9925 members 
Mstep: Class 5 contains 15300 members 
Mstep: Class 6 contains 101886 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 224402 members 
Mstep: Class 9 contains 97343 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 12861 members 
Mstep: Class 14 contains 306193 members 
Mstep: Class 15 contains 217779 members 
Mstep: Class 16 contains 11098 members 
Mstep: Class 17 contains 13033 members 
Mstep: Class 18 contains 17697 members 
Mstep: Class 19 contains 7450 members 
Mstep: Class 20 contains 63314 members 
Mstep: Class 21 contains 127989 members 
Mstep: Class 22 contains 3924 members 
Mstep: Class 23 contains 15546 members 
Mstep: Class 24 contains 228092 members 
Mstep: Class 25 contains 13087 members 
Mstep: Class 26 contains 9713 members 
Mstep: Class 27 contains 16341 members 
Mstep: Class 28 contains 5894 members 
Mstep: Class 29 contains 11382 members 
Mstep: Class 30 contains 7154 members 
Mstep: Class 31 contains 16754 members 
Mstep: Class 32 contains 6820 members 
Mstep: Class 33 contains 16356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703712.000000 Penalty: 117273.000000
Iteration 174Q: 34 clusters Score -1.577037e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 11712 members 
Mstep: Class 3 contains 22574 members 
Mstep: Class 4 contains 9935 members 
Mstep: Class 5 contains 15299 members 
Mstep: Class 6 contains 101884 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224393 members 
Mstep: Class 9 contains 97347 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 9032 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 12861 members 
Mstep: Class 14 contains 306192 members 
Mstep: Class 15 contains 217779 members 
Mstep: Class 16 contains 11098 members 
Mstep: Class 17 contains 13034 members 
Mstep: Class 18 contains 17696 members 
Mstep: Class 19 contains 7447 members 
Mstep: Class 20 contains 63314 members 
Mstep: Class 21 contains 127984 members 
Mstep: Class 22 contains 3924 members 
Mstep: Class 23 contains 15546 members 
Mstep: Class 24 contains 228088 members 
Mstep: Class 25 contains 13086 members 
Mstep: Class 26 contains 9714 members 
Mstep: Class 27 contains 16342 members 
Mstep: Class 28 contains 5879 members 
Mstep: Class 29 contains 11381 members 
Mstep: Class 30 contains 7155 members 
Mstep: Class 31 contains 16753 members 
Mstep: Class 32 contains 6820 members 
Mstep: Class 33 contains 16358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703808.000000 Penalty: 117273.000000
Iteration 175Q: 34 clusters Score -1.577038e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 11711 members 
Mstep: Class 3 contains 22576 members 
Mstep: Class 4 contains 9939 members 
Mstep: Class 5 contains 15299 members 
Mstep: Class 6 contains 101886 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224387 members 
Mstep: Class 9 contains 97356 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 9028 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 12862 members 
Mstep: Class 14 contains 306189 members 
Mstep: Class 15 contains 217779 members 
Mstep: Class 16 contains 11098 members 
Mstep: Class 17 contains 13036 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 7445 members 
Mstep: Class 20 contains 63313 members 
Mstep: Class 21 contains 127982 members 
Mstep: Class 22 contains 3924 members 
Mstep: Class 23 contains 15545 members 
Mstep: Class 24 contains 228081 members 
Mstep: Class 25 contains 13085 members 
Mstep: Class 26 contains 9716 members 
Mstep: Class 27 contains 16340 members 
Mstep: Class 28 contains 5873 members 
Mstep: Class 29 contains 11382 members 
Mstep: Class 30 contains 7155 members 
Mstep: Class 31 contains 16753 members 
Mstep: Class 32 contains 6821 members 
Mstep: Class 33 contains 16359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703920.000000 Penalty: 117273.000000
Iteration 176Q: 34 clusters Score -1.577039e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 11709 members 
Mstep: Class 3 contains 22576 members 
Mstep: Class 4 contains 9945 members 
Mstep: Class 5 contains 15299 members 
Mstep: Class 6 contains 101883 members 
Mstep: Class 7 contains 8220 members 
Mstep: Class 8 contains 224374 members 
Mstep: Class 9 contains 97359 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 9029 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 12863 members 
Mstep: Class 14 contains 306189 members 
Mstep: Class 15 contains 217779 members 
Mstep: Class 16 contains 11098 members 
Mstep: Class 17 contains 13035 members 
Mstep: Class 18 contains 17706 members 
Mstep: Class 19 contains 7444 members 
Mstep: Class 20 contains 63313 members 
Mstep: Class 21 contains 127986 members 
Mstep: Class 22 contains 3925 members 
Mstep: Class 23 contains 15546 members 
Mstep: Class 24 contains 228084 members 
Mstep: Class 25 contains 13085 members 
Mstep: Class 26 contains 9713 members 
Mstep: Class 27 contains 16335 members 
Mstep: Class 28 contains 5856 members 
Mstep: Class 29 contains 11382 members 
Mstep: Class 30 contains 7155 members 
Mstep: Class 31 contains 16754 members 
Mstep: Class 32 contains 6823 members 
Mstep: Class 33 contains 16360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704080.000000 Penalty: 117273.000000
Iteration 177Q: 34 clusters Score -1.577041e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 11709 members 
Mstep: Class 3 contains 22573 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 5 contains 15297 members 
Mstep: Class 6 contains 101885 members 
Mstep: Class 7 contains 8220 members 
Mstep: Class 8 contains 224366 members 
Mstep: Class 9 contains 97364 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 9033 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 12863 members 
Mstep: Class 14 contains 306187 members 
Mstep: Class 15 contains 217780 members 
Mstep: Class 16 contains 11098 members 
Mstep: Class 17 contains 13035 members 
Mstep: Class 18 contains 17708 members 
Mstep: Class 19 contains 7442 members 
Mstep: Class 20 contains 63313 members 
Mstep: Class 21 contains 127986 members 
Mstep: Class 22 contains 3926 members 
Mstep: Class 23 contains 15545 members 
Mstep: Class 24 contains 228083 members 
Mstep: Class 25 contains 13085 members 
Mstep: Class 26 contains 9712 members 
Mstep: Class 27 contains 16339 members 
Mstep: Class 28 contains 5830 members 
Mstep: Class 29 contains 11382 members 
Mstep: Class 30 contains 7155 members 
Mstep: Class 31 contains 16755 members 
Mstep: Class 32 contains 6824 members 
Mstep: Class 33 contains 16360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703936.000000 Penalty: 117273.000000
Iteration 178Q: 34 clusters Score -1.577039e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 11714 members 
Mstep: Class 3 contains 22572 members 
Mstep: Class 4 contains 9956 members 
Mstep: Class 5 contains 15296 members 
Mstep: Class 6 contains 101885 members 
Mstep: Class 7 contains 8220 members 
Mstep: Class 8 contains 224358 members 
Mstep: Class 9 contains 97370 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 9033 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 12864 members 
Mstep: Class 14 contains 306183 members 
Mstep: Class 15 contains 217783 members 
Mstep: Class 16 contains 11097 members 
Mstep: Class 17 contains 13035 members 
Mstep: Class 18 contains 17710 members 
Mstep: Class 19 contains 7439 members 
Mstep: Class 20 contains 63311 members 
Mstep: Class 21 contains 127979 members 
Mstep: Class 22 contains 3928 members 
Mstep: Class 23 contains 15545 members 
Mstep: Class 24 contains 228074 members 
Mstep: Class 25 contains 13087 members 
Mstep: Class 26 contains 9713 members 
Mstep: Class 27 contains 16339 members 
Mstep: Class 28 contains 5823 members 
Mstep: Class 29 contains 11382 members 
Mstep: Class 30 contains 7155 members 
Mstep: Class 31 contains 16757 members 
Mstep: Class 32 contains 6828 members 
Mstep: Class 33 contains 16360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703984.000000 Penalty: 117273.000000
Iteration 179Q: 34 clusters Score -1.57704e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 11710 members 
Mstep: Class 3 contains 22572 members 
Mstep: Class 4 contains 9963 members 
Mstep: Class 5 contains 15294 members 
Mstep: Class 6 contains 101879 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224348 members 
Mstep: Class 9 contains 97376 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 9033 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 12864 members 
Mstep: Class 14 contains 306182 members 
Mstep: Class 15 contains 217781 members 
Mstep: Class 16 contains 11099 members 
Mstep: Class 17 contains 13035 members 
Mstep: Class 18 contains 17712 members 
Mstep: Class 19 contains 7435 members 
Mstep: Class 20 contains 63309 members 
Mstep: Class 21 contains 127981 members 
Mstep: Class 22 contains 3933 members 
Mstep: Class 23 contains 15546 members 
Mstep: Class 24 contains 228069 members 
Mstep: Class 25 contains 13091 members 
Mstep: Class 26 contains 9714 members 
Mstep: Class 27 contains 16339 members 
Mstep: Class 28 contains 5810 members 
Mstep: Class 29 contains 11382 members 
Mstep: Class 30 contains 7156 members 
Mstep: Class 31 contains 16757 members 
Mstep: Class 32 contains 6829 members 
Mstep: Class 33 contains 16360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704144.000000 Penalty: 117273.000000
Iteration 180F: 34 clusters Score -1.577041e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 11707 members 
Mstep: Class 3 contains 22574 members 
Mstep: Class 4 contains 9971 members 
Mstep: Class 5 contains 15293 members 
Mstep: Class 6 contains 101867 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 224335 members 
Mstep: Class 9 contains 97381 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 9034 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 12863 members 
Mstep: Class 14 contains 306181 members 
Mstep: Class 15 contains 217779 members 
Mstep: Class 16 contains 11101 members 
Mstep: Class 17 contains 13038 members 
Mstep: Class 18 contains 17713 members 
Mstep: Class 19 contains 7428 members 
Mstep: Class 20 contains 63309 members 
Mstep: Class 21 contains 127977 members 
Mstep: Class 22 contains 3936 members 
Mstep: Class 23 contains 15546 members 
Mstep: Class 24 contains 228061 members 
Mstep: Class 25 contains 13092 members 
Mstep: Class 26 contains 9715 members 
Mstep: Class 27 contains 16336 members 
Mstep: Class 28 contains 5808 members 
Mstep: Class 29 contains 11383 members 
Mstep: Class 30 contains 7158 members 
Mstep: Class 31 contains 16758 members 
Mstep: Class 32 contains 6828 members 
Mstep: Class 33 contains 16361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704112.000000 Penalty: 117273.000000
Iteration 181Q: 34 clusters Score -1.577041e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 11704 members 
Mstep: Class 3 contains 22575 members 
Mstep: Class 4 contains 9979 members 
Mstep: Class 5 contains 15289 members 
Mstep: Class 6 contains 101856 members 
Mstep: Class 7 contains 8223 members 
Mstep: Class 8 contains 224324 members 
Mstep: Class 9 contains 97385 members 
Mstep: Class 10 contains 12320 members 
Mstep: Class 11 contains 9033 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 12863 members 
Mstep: Class 14 contains 306180 members 
Mstep: Class 15 contains 217781 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13039 members 
Mstep: Class 18 contains 17715 members 
Mstep: Class 19 contains 7418 members 
Mstep: Class 20 contains 63308 members 
Mstep: Class 21 contains 127979 members 
Mstep: Class 22 contains 3945 members 
Mstep: Class 23 contains 15546 members 
Mstep: Class 24 contains 228056 members 
Mstep: Class 25 contains 13091 members 
Mstep: Class 26 contains 9716 members 
Mstep: Class 27 contains 16336 members 
Mstep: Class 28 contains 5800 members 
Mstep: Class 29 contains 11384 members 
Mstep: Class 30 contains 7159 members 
Mstep: Class 31 contains 16757 members 
Mstep: Class 32 contains 6830 members 
Mstep: Class 33 contains 16359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704080.000000 Penalty: 117273.000000
Iteration 182Q: 34 clusters Score -1.577041e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 11700 members 
Mstep: Class 3 contains 22571 members 
Mstep: Class 4 contains 9993 members 
Mstep: Class 5 contains 15294 members 
Mstep: Class 6 contains 101844 members 
Mstep: Class 7 contains 8223 members 
Mstep: Class 8 contains 224310 members 
Mstep: Class 9 contains 97391 members 
Mstep: Class 10 contains 12321 members 
Mstep: Class 11 contains 9029 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 12863 members 
Mstep: Class 14 contains 306177 members 
Mstep: Class 15 contains 217783 members 
Mstep: Class 16 contains 11103 members 
Mstep: Class 17 contains 13040 members 
Mstep: Class 18 contains 17718 members 
Mstep: Class 19 contains 7404 members 
Mstep: Class 20 contains 63308 members 
Mstep: Class 21 contains 127978 members 
Mstep: Class 22 contains 3951 members 
Mstep: Class 23 contains 15546 members 
Mstep: Class 24 contains 228058 members 
Mstep: Class 25 contains 13092 members 
Mstep: Class 26 contains 9716 members 
Mstep: Class 27 contains 16334 members 
Mstep: Class 28 contains 5788 members 
Mstep: Class 29 contains 11384 members 
Mstep: Class 30 contains 7159 members 
Mstep: Class 31 contains 16756 members 
Mstep: Class 32 contains 6830 members 
Mstep: Class 33 contains 16360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704016.000000 Penalty: 117273.000000
Iteration 183Q: 34 clusters Score -1.57704e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 11694 members 
Mstep: Class 3 contains 22574 members 
Mstep: Class 4 contains 10005 members 
Mstep: Class 5 contains 15294 members 
Mstep: Class 6 contains 101824 members 
Mstep: Class 7 contains 8224 members 
Mstep: Class 8 contains 224289 members 
Mstep: Class 9 contains 97398 members 
Mstep: Class 10 contains 12320 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 12863 members 
Mstep: Class 14 contains 306177 members 
Mstep: Class 15 contains 217784 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13042 members 
Mstep: Class 18 contains 17715 members 
Mstep: Class 19 contains 7389 members 
Mstep: Class 20 contains 63306 members 
Mstep: Class 21 contains 127982 members 
Mstep: Class 22 contains 3961 members 
Mstep: Class 23 contains 15547 members 
Mstep: Class 24 contains 228060 members 
Mstep: Class 25 contains 13093 members 
Mstep: Class 26 contains 9715 members 
Mstep: Class 27 contains 16334 members 
Mstep: Class 28 contains 5771 members 
Mstep: Class 29 contains 11384 members 
Mstep: Class 30 contains 7159 members 
Mstep: Class 31 contains 16760 members 
Mstep: Class 32 contains 6835 members 
Mstep: Class 33 contains 16361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704064.000000 Penalty: 117273.000000
Iteration 184Q: 34 clusters Score -1.577041e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 11691 members 
Mstep: Class 3 contains 22574 members 
Mstep: Class 4 contains 10017 members 
Mstep: Class 5 contains 15291 members 
Mstep: Class 6 contains 101817 members 
Mstep: Class 7 contains 8225 members 
Mstep: Class 8 contains 224271 members 
Mstep: Class 9 contains 97412 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 9024 members 
Mstep: Class 12 contains 8015 members 
Mstep: Class 13 contains 12862 members 
Mstep: Class 14 contains 306176 members 
Mstep: Class 15 contains 217784 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13042 members 
Mstep: Class 18 contains 17718 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 63304 members 
Mstep: Class 21 contains 127986 members 
Mstep: Class 22 contains 3968 members 
Mstep: Class 23 contains 15547 members 
Mstep: Class 24 contains 228056 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 9716 members 
Mstep: Class 27 contains 16330 members 
Mstep: Class 28 contains 5758 members 
Mstep: Class 29 contains 11384 members 
Mstep: Class 30 contains 7158 members 
Mstep: Class 31 contains 16759 members 
Mstep: Class 32 contains 6839 members 
Mstep: Class 33 contains 16362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704096.000000 Penalty: 117273.000000
Iteration 185Q: 34 clusters Score -1.577041e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 11691 members 
Mstep: Class 3 contains 22574 members 
Mstep: Class 4 contains 10027 members 
Mstep: Class 5 contains 15290 members 
Mstep: Class 6 contains 101803 members 
Mstep: Class 7 contains 8225 members 
Mstep: Class 8 contains 224256 members 
Mstep: Class 9 contains 97422 members 
Mstep: Class 10 contains 12318 members 
Mstep: Class 11 contains 9024 members 
Mstep: Class 12 contains 8015 members 
Mstep: Class 13 contains 12863 members 
Mstep: Class 14 contains 306175 members 
Mstep: Class 15 contains 217786 members 
Mstep: Class 16 contains 11101 members 
Mstep: Class 17 contains 13042 members 
Mstep: Class 18 contains 17722 members 
Mstep: Class 19 contains 7355 members 
Mstep: Class 20 contains 63302 members 
Mstep: Class 21 contains 127992 members 
Mstep: Class 22 contains 3972 members 
Mstep: Class 23 contains 15547 members 
Mstep: Class 24 contains 228054 members 
Mstep: Class 25 contains 13096 members 
Mstep: Class 26 contains 9719 members 
Mstep: Class 27 contains 16326 members 
Mstep: Class 28 contains 5744 members 
Mstep: Class 29 contains 11383 members 
Mstep: Class 30 contains 7158 members 
Mstep: Class 31 contains 16761 members 
Mstep: Class 32 contains 6844 members 
Mstep: Class 33 contains 16364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703952.000000 Penalty: 117273.000000
Iteration 186Q: 34 clusters Score -1.57704e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 11693 members 
Mstep: Class 3 contains 22573 members 
Mstep: Class 4 contains 10034 members 
Mstep: Class 5 contains 15285 members 
Mstep: Class 6 contains 101792 members 
Mstep: Class 7 contains 8224 members 
Mstep: Class 8 contains 224241 members 
Mstep: Class 9 contains 97434 members 
Mstep: Class 10 contains 12318 members 
Mstep: Class 11 contains 9024 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12864 members 
Mstep: Class 14 contains 306177 members 
Mstep: Class 15 contains 217785 members 
Mstep: Class 16 contains 11099 members 
Mstep: Class 17 contains 13042 members 
Mstep: Class 18 contains 17724 members 
Mstep: Class 19 contains 7338 members 
Mstep: Class 20 contains 63301 members 
Mstep: Class 21 contains 127997 members 
Mstep: Class 22 contains 3979 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 228041 members 
Mstep: Class 25 contains 13099 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 16325 members 
Mstep: Class 28 contains 5736 members 
Mstep: Class 29 contains 11383 members 
Mstep: Class 30 contains 7158 members 
Mstep: Class 31 contains 16763 members 
Mstep: Class 32 contains 6848 members 
Mstep: Class 33 contains 16365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704064.000000 Penalty: 117273.000000
Iteration 187Q: 34 clusters Score -1.577041e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 11696 members 
Mstep: Class 3 contains 22570 members 
Mstep: Class 4 contains 10046 members 
Mstep: Class 5 contains 15281 members 
Mstep: Class 6 contains 101780 members 
Mstep: Class 7 contains 8224 members 
Mstep: Class 8 contains 224220 members 
Mstep: Class 9 contains 97443 members 
Mstep: Class 10 contains 12316 members 
Mstep: Class 11 contains 9021 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12864 members 
Mstep: Class 14 contains 306178 members 
Mstep: Class 15 contains 217784 members 
Mstep: Class 16 contains 11099 members 
Mstep: Class 17 contains 13041 members 
Mstep: Class 18 contains 17729 members 
Mstep: Class 19 contains 7325 members 
Mstep: Class 20 contains 63301 members 
Mstep: Class 21 contains 128006 members 
Mstep: Class 22 contains 3984 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 228033 members 
Mstep: Class 25 contains 13099 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 16318 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 11383 members 
Mstep: Class 30 contains 7156 members 
Mstep: Class 31 contains 16767 members 
Mstep: Class 32 contains 6848 members 
Mstep: Class 33 contains 16365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703920.000000 Penalty: 117273.000000
Iteration 188Q: 34 clusters Score -1.577039e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 11696 members 
Mstep: Class 3 contains 22567 members 
Mstep: Class 4 contains 10056 members 
Mstep: Class 5 contains 15276 members 
Mstep: Class 6 contains 101772 members 
Mstep: Class 7 contains 8224 members 
Mstep: Class 8 contains 224200 members 
Mstep: Class 9 contains 97459 members 
Mstep: Class 10 contains 12315 members 
Mstep: Class 11 contains 9020 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12863 members 
Mstep: Class 14 contains 306178 members 
Mstep: Class 15 contains 217784 members 
Mstep: Class 16 contains 11101 members 
Mstep: Class 17 contains 13043 members 
Mstep: Class 18 contains 17729 members 
Mstep: Class 19 contains 7307 members 
Mstep: Class 20 contains 63300 members 
Mstep: Class 21 contains 128015 members 
Mstep: Class 22 contains 3988 members 
Mstep: Class 23 contains 15545 members 
Mstep: Class 24 contains 228022 members 
Mstep: Class 25 contains 13099 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 16318 members 
Mstep: Class 28 contains 5723 members 
Mstep: Class 29 contains 11383 members 
Mstep: Class 30 contains 7156 members 
Mstep: Class 31 contains 16775 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 16366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703984.000000 Penalty: 117273.000000
Iteration 189Q: 34 clusters Score -1.57704e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 11697 members 
Mstep: Class 3 contains 22567 members 
Mstep: Class 4 contains 10068 members 
Mstep: Class 5 contains 15275 members 
Mstep: Class 6 contains 101757 members 
Mstep: Class 7 contains 8224 members 
Mstep: Class 8 contains 224183 members 
Mstep: Class 9 contains 97473 members 
Mstep: Class 10 contains 12316 members 
Mstep: Class 11 contains 9018 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12863 members 
Mstep: Class 14 contains 306179 members 
Mstep: Class 15 contains 217781 members 
Mstep: Class 16 contains 11101 members 
Mstep: Class 17 contains 13043 members 
Mstep: Class 18 contains 17730 members 
Mstep: Class 19 contains 7288 members 
Mstep: Class 20 contains 63299 members 
Mstep: Class 21 contains 128013 members 
Mstep: Class 22 contains 3988 members 
Mstep: Class 23 contains 15544 members 
Mstep: Class 24 contains 228015 members 
Mstep: Class 25 contains 13101 members 
Mstep: Class 26 contains 9719 members 
Mstep: Class 27 contains 16312 members 
Mstep: Class 28 contains 5708 members 
Mstep: Class 29 contains 11383 members 
Mstep: Class 30 contains 7156 members 
Mstep: Class 31 contains 16778 members 
Mstep: Class 32 contains 6850 members 
Mstep: Class 33 contains 16366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704288.000000 Penalty: 117273.000000
Iteration 190Q: 34 clusters Score -1.577043e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 11697 members 
Mstep: Class 3 contains 22566 members 
Mstep: Class 4 contains 10088 members 
Mstep: Class 5 contains 15275 members 
Mstep: Class 6 contains 101746 members 
Mstep: Class 7 contains 8223 members 
Mstep: Class 8 contains 224164 members 
Mstep: Class 9 contains 97484 members 
Mstep: Class 10 contains 12316 members 
Mstep: Class 11 contains 9017 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12863 members 
Mstep: Class 14 contains 306178 members 
Mstep: Class 15 contains 217779 members 
Mstep: Class 16 contains 11100 members 
Mstep: Class 17 contains 13043 members 
Mstep: Class 18 contains 17728 members 
Mstep: Class 19 contains 7262 members 
Mstep: Class 20 contains 63299 members 
Mstep: Class 21 contains 128009 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 228013 members 
Mstep: Class 25 contains 13101 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 16302 members 
Mstep: Class 28 contains 5693 members 
Mstep: Class 29 contains 11382 members 
Mstep: Class 30 contains 7157 members 
Mstep: Class 31 contains 16781 members 
Mstep: Class 32 contains 6850 members 
Mstep: Class 33 contains 16366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704144.000000 Penalty: 117273.000000
Iteration 191Q: 34 clusters Score -1.577041e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 11697 members 
Mstep: Class 3 contains 22563 members 
Mstep: Class 4 contains 10102 members 
Mstep: Class 5 contains 15276 members 
Mstep: Class 6 contains 101727 members 
Mstep: Class 7 contains 8223 members 
Mstep: Class 8 contains 224141 members 
Mstep: Class 9 contains 97492 members 
Mstep: Class 10 contains 12317 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 8015 members 
Mstep: Class 13 contains 12863 members 
Mstep: Class 14 contains 306180 members 
Mstep: Class 15 contains 217776 members 
Mstep: Class 16 contains 11099 members 
Mstep: Class 17 contains 13046 members 
Mstep: Class 18 contains 17726 members 
Mstep: Class 19 contains 7244 members 
Mstep: Class 20 contains 63299 members 
Mstep: Class 21 contains 128003 members 
Mstep: Class 22 contains 4003 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 228013 members 
Mstep: Class 25 contains 13103 members 
Mstep: Class 26 contains 9722 members 
Mstep: Class 27 contains 16293 members 
Mstep: Class 28 contains 5680 members 
Mstep: Class 29 contains 11383 members 
Mstep: Class 30 contains 7158 members 
Mstep: Class 31 contains 16779 members 
Mstep: Class 32 contains 6850 members 
Mstep: Class 33 contains 16365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704176.000000 Penalty: 117273.000000
Iteration 192Q: 34 clusters Score -1.577042e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 11697 members 
Mstep: Class 3 contains 22563 members 
Mstep: Class 4 contains 10109 members 
Mstep: Class 5 contains 15275 members 
Mstep: Class 6 contains 101710 members 
Mstep: Class 7 contains 8223 members 
Mstep: Class 8 contains 224131 members 
Mstep: Class 9 contains 97508 members 
Mstep: Class 10 contains 12316 members 
Mstep: Class 11 contains 9011 members 
Mstep: Class 12 contains 8015 members 
Mstep: Class 13 contains 12862 members 
Mstep: Class 14 contains 306178 members 
Mstep: Class 15 contains 217776 members 
Mstep: Class 16 contains 11098 members 
Mstep: Class 17 contains 13048 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 63298 members 
Mstep: Class 21 contains 128000 members 
Mstep: Class 22 contains 4014 members 
Mstep: Class 23 contains 15544 members 
Mstep: Class 24 contains 228012 members 
Mstep: Class 25 contains 13104 members 
Mstep: Class 26 contains 9724 members 
Mstep: Class 27 contains 16288 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 11384 members 
Mstep: Class 30 contains 7159 members 
Mstep: Class 31 contains 16778 members 
Mstep: Class 32 contains 6852 members 
Mstep: Class 33 contains 16367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704192.000000 Penalty: 117273.000000
Iteration 193Q: 34 clusters Score -1.577042e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 22561 members 
Mstep: Class 4 contains 10126 members 
Mstep: Class 5 contains 15272 members 
Mstep: Class 6 contains 101690 members 
Mstep: Class 7 contains 8223 members 
Mstep: Class 8 contains 224115 members 
Mstep: Class 9 contains 97527 members 
Mstep: Class 10 contains 12317 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 8015 members 
Mstep: Class 13 contains 12864 members 
Mstep: Class 14 contains 306175 members 
Mstep: Class 15 contains 217775 members 
Mstep: Class 16 contains 11099 members 
Mstep: Class 17 contains 13054 members 
Mstep: Class 18 contains 17728 members 
Mstep: Class 19 contains 7202 members 
Mstep: Class 20 contains 63297 members 
Mstep: Class 21 contains 128002 members 
Mstep: Class 22 contains 4022 members 
Mstep: Class 23 contains 15544 members 
Mstep: Class 24 contains 228013 members 
Mstep: Class 25 contains 13105 members 
Mstep: Class 26 contains 9725 members 
Mstep: Class 27 contains 16279 members 
Mstep: Class 28 contains 5647 members 
Mstep: Class 29 contains 11384 members 
Mstep: Class 30 contains 7159 members 
Mstep: Class 31 contains 16783 members 
Mstep: Class 32 contains 6851 members 
Mstep: Class 33 contains 16368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704208.000000 Penalty: 117273.000000
Iteration 194Q: 34 clusters Score -1.577042e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 11700 members 
Mstep: Class 3 contains 22565 members 
Mstep: Class 4 contains 10146 members 
Mstep: Class 5 contains 15266 members 
Mstep: Class 6 contains 101676 members 
Mstep: Class 7 contains 8220 members 
Mstep: Class 8 contains 224100 members 
Mstep: Class 9 contains 97536 members 
Mstep: Class 10 contains 12318 members 
Mstep: Class 11 contains 9010 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12864 members 
Mstep: Class 14 contains 306174 members 
Mstep: Class 15 contains 217777 members 
Mstep: Class 16 contains 11097 members 
Mstep: Class 17 contains 13059 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 7180 members 
Mstep: Class 20 contains 63297 members 
Mstep: Class 21 contains 128004 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 15544 members 
Mstep: Class 24 contains 228008 members 
Mstep: Class 25 contains 13105 members 
Mstep: Class 26 contains 9723 members 
Mstep: Class 27 contains 16276 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 11383 members 
Mstep: Class 30 contains 7159 members 
Mstep: Class 31 contains 16782 members 
Mstep: Class 32 contains 6852 members 
Mstep: Class 33 contains 16370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704144.000000 Penalty: 117273.000000
Iteration 195Q: 34 clusters Score -1.577041e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 11703 members 
Mstep: Class 3 contains 22564 members 
Mstep: Class 4 contains 10164 members 
Mstep: Class 5 contains 15262 members 
Mstep: Class 6 contains 101664 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 224088 members 
Mstep: Class 9 contains 97544 members 
Mstep: Class 10 contains 12318 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12862 members 
Mstep: Class 14 contains 306175 members 
Mstep: Class 15 contains 217774 members 
Mstep: Class 16 contains 11098 members 
Mstep: Class 17 contains 13064 members 
Mstep: Class 18 contains 17729 members 
Mstep: Class 19 contains 7157 members 
Mstep: Class 20 contains 63296 members 
Mstep: Class 21 contains 128011 members 
Mstep: Class 22 contains 4051 members 
Mstep: Class 23 contains 15544 members 
Mstep: Class 24 contains 228011 members 
Mstep: Class 25 contains 13107 members 
Mstep: Class 26 contains 9722 members 
Mstep: Class 27 contains 16269 members 
Mstep: Class 28 contains 5604 members 
Mstep: Class 29 contains 11383 members 
Mstep: Class 30 contains 7161 members 
Mstep: Class 31 contains 16783 members 
Mstep: Class 32 contains 6854 members 
Mstep: Class 33 contains 16370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704176.000000 Penalty: 117273.000000
Iteration 196Q: 34 clusters Score -1.577042e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 11705 members 
Mstep: Class 3 contains 22561 members 
Mstep: Class 4 contains 10174 members 
Mstep: Class 5 contains 15257 members 
Mstep: Class 6 contains 101649 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 224074 members 
Mstep: Class 9 contains 97552 members 
Mstep: Class 10 contains 12318 members 
Mstep: Class 11 contains 9009 members 
Mstep: Class 12 contains 8015 members 
Mstep: Class 13 contains 12861 members 
Mstep: Class 14 contains 306176 members 
Mstep: Class 15 contains 217773 members 
Mstep: Class 16 contains 11099 members 
Mstep: Class 17 contains 13069 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 7137 members 
Mstep: Class 20 contains 63297 members 
Mstep: Class 21 contains 128003 members 
Mstep: Class 22 contains 4063 members 
Mstep: Class 23 contains 15544 members 
Mstep: Class 24 contains 228014 members 
Mstep: Class 25 contains 13104 members 
Mstep: Class 26 contains 9718 members 
Mstep: Class 27 contains 16266 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 11385 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16781 members 
Mstep: Class 32 contains 6854 members 
Mstep: Class 33 contains 16372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704416.000000 Penalty: 117273.000000
Iteration 197Q: 34 clusters Score -1.577044e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 11709 members 
Mstep: Class 3 contains 22557 members 
Mstep: Class 4 contains 10185 members 
Mstep: Class 5 contains 15258 members 
Mstep: Class 6 contains 101643 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224044 members 
Mstep: Class 9 contains 97559 members 
Mstep: Class 10 contains 12317 members 
Mstep: Class 11 contains 9012 members 
Mstep: Class 12 contains 8015 members 
Mstep: Class 13 contains 12863 members 
Mstep: Class 14 contains 306170 members 
Mstep: Class 15 contains 217772 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13077 members 
Mstep: Class 18 contains 17736 members 
Mstep: Class 19 contains 7111 members 
Mstep: Class 20 contains 63296 members 
Mstep: Class 21 contains 127997 members 
Mstep: Class 22 contains 4074 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 228012 members 
Mstep: Class 25 contains 13106 members 
Mstep: Class 26 contains 9719 members 
Mstep: Class 27 contains 16265 members 
Mstep: Class 28 contains 5556 members 
Mstep: Class 29 contains 11384 members 
Mstep: Class 30 contains 7160 members 
Mstep: Class 31 contains 16781 members 
Mstep: Class 32 contains 6853 members 
Mstep: Class 33 contains 16376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704272.000000 Penalty: 117273.000000
Iteration 198Q: 34 clusters Score -1.577043e+08 nChanged 303
Entering ConstructFrom: 
Score: -157704272.000000 Penalty: 117273.000000
Entering ConstructFrom: 
Trying to split cluster 1 (23595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Entering Unmasked Estep 
Score: -2110326.500000 Penalty: 2497.060059
	Iteration 0F: 2 clusters Score -2110326 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 11713 members 
Entering Unmasked Estep 
Score: -2094032.000000 Penalty: 4994.120117
	Iteration 0F: 3 clusters Score -2094032 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2100006.250000 Penalty: 4994.120117
	Iteration 1F: 3 clusters Score -2100006 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2100693.750000 Penalty: 4994.120117
	Iteration 2F: 3 clusters Score -2100694 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2101361.250000 Penalty: 4994.120117
	Iteration 3F: 3 clusters Score -2101361 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2102002.250000 Penalty: 4994.120117
	Iteration 4F: 3 clusters Score -2102002 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2102586.750000 Penalty: 4994.120117
	Iteration 5Q: 3 clusters Score -2102587 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2103161.250000 Penalty: 4994.120117
	Iteration 6Q: 3 clusters Score -2103161 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2103776.750000 Penalty: 4994.120117
	Iteration 7Q: 3 clusters Score -2103777 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2104416.750000 Penalty: 4994.120117
	Iteration 8Q: 3 clusters Score -2104417 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2105029.750000 Penalty: 4994.120117
	Iteration 9Q: 3 clusters Score -2105030 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2105607.250000 Penalty: 4994.120117
	Iteration 10Q: 3 clusters Score -2105607 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2106080.750000 Penalty: 4994.120117
	Iteration 11Q: 3 clusters Score -2106081 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2106423.250000 Penalty: 4994.120117
	Iteration 12Q: 3 clusters Score -2106423 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2106668.250000 Penalty: 4994.120117
	Iteration 13Q: 3 clusters Score -2106668 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2106901.000000 Penalty: 4994.120117
	Iteration 14Q: 3 clusters Score -2106901 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2107099.250000 Penalty: 4994.120117
	Iteration 15Q: 3 clusters Score -2107099 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2107279.250000 Penalty: 4994.120117
	Iteration 16Q: 3 clusters Score -2107279 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2107452.000000 Penalty: 4994.120117
	Iteration 17Q: 3 clusters Score -2107452 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2107609.250000 Penalty: 4994.120117
	Iteration 18Q: 3 clusters Score -2107609 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2107751.250000 Penalty: 4994.120117
	Iteration 19Q: 3 clusters Score -2107751 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2107874.000000 Penalty: 4994.120117
	Iteration 20F: 3 clusters Score -2107874 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2107980.750000 Penalty: 4994.120117
	Iteration 21Q: 3 clusters Score -2107981 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2108073.250000 Penalty: 4994.120117
	Iteration 22Q: 3 clusters Score -2108073 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2108152.750000 Penalty: 4994.120117
	Iteration 23Q: 3 clusters Score -2108153 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2108234.750000 Penalty: 4994.120117
	Iteration 24Q: 3 clusters Score -2108235 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2108326.000000 Penalty: 4994.120117
	Iteration 25Q: 3 clusters Score -2108326 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2108396.750000 Penalty: 4994.120117
	Iteration 26Q: 3 clusters Score -2108397 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2108463.750000 Penalty: 4994.120117
	Iteration 27Q: 3 clusters Score -2108464 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2108515.000000 Penalty: 4994.120117
	Iteration 28Q: 3 clusters Score -2108515 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2108562.250000 Penalty: 4994.120117
	Iteration 29Q: 3 clusters Score -2108562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2108594.750000 Penalty: 4994.120117
	Iteration 30Q: 3 clusters Score -2108595 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2108624.000000 Penalty: 4994.120117
	Iteration 31Q: 3 clusters Score -2108624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2108650.250000 Penalty: 4994.120117
	Iteration 32Q: 3 clusters Score -2108650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2108667.250000 Penalty: 4994.120117
	Iteration 33Q: 3 clusters Score -2108667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2108672.750000 Penalty: 4994.120117
	Iteration 34Q: 3 clusters Score -2108673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2108684.000000 Penalty: 4994.120117
	Iteration 35Q: 3 clusters Score -2108684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2108695.250000 Penalty: 4994.120117
	Iteration 36Q: 3 clusters Score -2108695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2108704.250000 Penalty: 4994.120117
	Iteration 37Q: 3 clusters Score -2108704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2108709.250000 Penalty: 4994.120117
	Iteration 38Q: 3 clusters Score -2108709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2108712.750000 Penalty: 4994.120117
	Iteration 39Q: 3 clusters Score -2108713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2108723.750000 Penalty: 4994.120117
	Iteration 40F: 3 clusters Score -2108724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2108731.000000 Penalty: 4994.120117
	Iteration 41Q: 3 clusters Score -2108731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2108737.250000 Penalty: 4994.120117
	Iteration 42Q: 3 clusters Score -2108737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2108737.250000 Penalty: 4994.120117
	Iteration 43Q: 3 clusters Score -2108737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2108744.000000 Penalty: 4994.120117
	Iteration 44Q: 3 clusters Score -2108744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2108746.250000 Penalty: 4994.120117
	Iteration 45Q: 3 clusters Score -2108746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2108748.500000 Penalty: 4994.120117
	Iteration 46Q: 3 clusters Score -2108748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2108747.500000 Penalty: 4994.120117
	Iteration 47Q: 3 clusters Score -2108748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2108750.000000 Penalty: 4994.120117
	Iteration 48Q: 3 clusters Score -2108750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2108751.500000 Penalty: 4994.120117
	Iteration 49Q: 3 clusters Score -2108752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2108750.500000 Penalty: 4994.120117
	Iteration 50Q: 3 clusters Score -2108750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2108752.750000 Penalty: 4994.120117
	Iteration 51Q: 3 clusters Score -2108753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2108754.000000 Penalty: 4994.120117
	Iteration 52Q: 3 clusters Score -2108754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2108754.000000 Penalty: 4994.120117
	Iteration 53F: 3 clusters Score -2108754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Entering Unmasked Estep 
Score: -1101921.750000 Penalty: 2323.397949
	Iteration 0F: 2 clusters Score -1101922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1093185.250000 Penalty: 4646.795898
	Iteration 0F: 3 clusters Score -1093185 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1096107.250000 Penalty: 4646.795898
	Iteration 1F: 3 clusters Score -1096107 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1096884.250000 Penalty: 4646.795898
	Iteration 2F: 3 clusters Score -1096884 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1097768.625000 Penalty: 4646.795898
	Iteration 3F: 3 clusters Score -1097769 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1098721.875000 Penalty: 4646.795898
	Iteration 4F: 3 clusters Score -1098722 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1099523.625000 Penalty: 4646.795898
	Iteration 5F: 3 clusters Score -1099524 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1100147.250000 Penalty: 4646.795898
	Iteration 6F: 3 clusters Score -1100147 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1100531.500000 Penalty: 4646.795898
	Iteration 7Q: 3 clusters Score -1100532 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1100781.000000 Penalty: 4646.795898
	Iteration 8Q: 3 clusters Score -1100781 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1100958.875000 Penalty: 4646.795898
	Iteration 9Q: 3 clusters Score -1100959 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1101097.000000 Penalty: 4646.795898
	Iteration 10Q: 3 clusters Score -1101097 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1101171.750000 Penalty: 4646.795898
	Iteration 11Q: 3 clusters Score -1101172 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1101235.000000 Penalty: 4646.795898
	Iteration 12Q: 3 clusters Score -1101235 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1101270.125000 Penalty: 4646.795898
	Iteration 13Q: 3 clusters Score -1101270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1101290.000000 Penalty: 4646.795898
	Iteration 14Q: 3 clusters Score -1101290 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1101304.875000 Penalty: 4646.795898
	Iteration 15Q: 3 clusters Score -1101305 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1101317.625000 Penalty: 4646.795898
	Iteration 16Q: 3 clusters Score -1101318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1101329.875000 Penalty: 4646.795898
	Iteration 17Q: 3 clusters Score -1101330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1101344.500000 Penalty: 4646.795898
	Iteration 18Q: 3 clusters Score -1101344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1101354.250000 Penalty: 4646.795898
	Iteration 19Q: 3 clusters Score -1101354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1101363.750000 Penalty: 4646.795898
	Iteration 20F: 3 clusters Score -1101364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1101372.500000 Penalty: 4646.795898
	Iteration 21Q: 3 clusters Score -1101372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1101375.500000 Penalty: 4646.795898
	Iteration 22Q: 3 clusters Score -1101376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1101386.250000 Penalty: 4646.795898
	Iteration 23Q: 3 clusters Score -1101386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1101387.375000 Penalty: 4646.795898
	Iteration 24Q: 3 clusters Score -1101387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1101390.000000 Penalty: 4646.795898
	Iteration 25Q: 3 clusters Score -1101390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1101391.750000 Penalty: 4646.795898
	Iteration 26Q: 3 clusters Score -1101392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1101395.000000 Penalty: 4646.795898
	Iteration 27Q: 3 clusters Score -1101395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1101393.125000 Penalty: 4646.795898
	Iteration 28Q: 3 clusters Score -1101393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1101393.875000 Penalty: 4646.795898
	Iteration 29Q: 3 clusters Score -1101394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1101393.000000 Penalty: 4646.795898
	Iteration 30Q: 3 clusters Score -1101393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1101395.000000 Penalty: 4646.795898
	Iteration 31Q: 3 clusters Score -1101395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1101392.500000 Penalty: 4646.795898
	Iteration 32Q: 3 clusters Score -1101392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1101393.625000 Penalty: 4646.795898
	Iteration 33Q: 3 clusters Score -1101394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1101395.500000 Penalty: 4646.795898
	Iteration 34Q: 3 clusters Score -1101396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1101395.375000 Penalty: 4646.795898
	Iteration 35Q: 3 clusters Score -1101395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1101395.125000 Penalty: 4646.795898
	Iteration 36Q: 3 clusters Score -1101395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1101395.875000 Penalty: 4646.795898
	Iteration 37Q: 3 clusters Score -1101396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1101395.875000 Penalty: 4646.795898
	Iteration 38F: 3 clusters Score -1101396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Entering Unmasked Estep 
Score: -2182689.250000 Penalty: 2485.946533
	Iteration 0F: 2 clusters Score -2182689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2166801.500000 Penalty: 4971.893066
	Iteration 0F: 3 clusters Score -2166802 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2172136.250000 Penalty: 4971.893066
	Iteration 1F: 3 clusters Score -2172136 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2172582.250000 Penalty: 4971.893066
	Iteration 2F: 3 clusters Score -2172582 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2172970.000000 Penalty: 4971.893066
	Iteration 3Q: 3 clusters Score -2172970 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2173388.000000 Penalty: 4971.893066
	Iteration 4Q: 3 clusters Score -2173388 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2173885.500000 Penalty: 4971.893066
	Iteration 5Q: 3 clusters Score -2173886 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2174474.000000 Penalty: 4971.893066
	Iteration 6Q: 3 clusters Score -2174474 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2175264.500000 Penalty: 4971.893066
	Iteration 7F: 3 clusters Score -2175264 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2176152.500000 Penalty: 4971.893066
	Iteration 8F: 3 clusters Score -2176152 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2177066.250000 Penalty: 4971.893066
	Iteration 9F: 3 clusters Score -2177066 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2177890.000000 Penalty: 4971.893066
	Iteration 10Q: 3 clusters Score -2177890 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2178529.250000 Penalty: 4971.893066
	Iteration 11Q: 3 clusters Score -2178529 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2179015.250000 Penalty: 4971.893066
	Iteration 12Q: 3 clusters Score -2179015 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2179356.000000 Penalty: 4971.893066
	Iteration 13Q: 3 clusters Score -2179356 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2179581.500000 Penalty: 4971.893066
	Iteration 14Q: 3 clusters Score -2179582 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2179755.750000 Penalty: 4971.893066
	Iteration 15Q: 3 clusters Score -2179756 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2179872.000000 Penalty: 4971.893066
	Iteration 16Q: 3 clusters Score -2179872 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2179975.250000 Penalty: 4971.893066
	Iteration 17Q: 3 clusters Score -2179975 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2180071.750000 Penalty: 4971.893066
	Iteration 18Q: 3 clusters Score -2180072 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2180156.750000 Penalty: 4971.893066
	Iteration 19Q: 3 clusters Score -2180157 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2180281.500000 Penalty: 4971.893066
	Iteration 20F: 3 clusters Score -2180282 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2180381.500000 Penalty: 4971.893066
	Iteration 21Q: 3 clusters Score -2180382 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2180466.000000 Penalty: 4971.893066
	Iteration 22Q: 3 clusters Score -2180466 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2180590.750000 Penalty: 4971.893066
	Iteration 23Q: 3 clusters Score -2180591 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2180754.250000 Penalty: 4971.893066
	Iteration 24Q: 3 clusters Score -2180754 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2180911.500000 Penalty: 4971.893066
	Iteration 25Q: 3 clusters Score -2180912 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2181068.750000 Penalty: 4971.893066
	Iteration 26Q: 3 clusters Score -2181069 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2181201.000000 Penalty: 4971.893066
	Iteration 27Q: 3 clusters Score -2181201 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2181292.750000 Penalty: 4971.893066
	Iteration 28Q: 3 clusters Score -2181293 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2181348.750000 Penalty: 4971.893066
	Iteration 29Q: 3 clusters Score -2181349 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2181394.250000 Penalty: 4971.893066
	Iteration 30Q: 3 clusters Score -2181394 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2181419.750000 Penalty: 4971.893066
	Iteration 31Q: 3 clusters Score -2181420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2181442.250000 Penalty: 4971.893066
	Iteration 32Q: 3 clusters Score -2181442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2181461.500000 Penalty: 4971.893066
	Iteration 33Q: 3 clusters Score -2181462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2181478.250000 Penalty: 4971.893066
	Iteration 34Q: 3 clusters Score -2181478 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2181496.000000 Penalty: 4971.893066
	Iteration 35Q: 3 clusters Score -2181496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2181508.000000 Penalty: 4971.893066
	Iteration 36Q: 3 clusters Score -2181508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2181518.000000 Penalty: 4971.893066
	Iteration 37Q: 3 clusters Score -2181518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2181531.000000 Penalty: 4971.893066
	Iteration 38Q: 3 clusters Score -2181531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2181535.500000 Penalty: 4971.893066
	Iteration 39Q: 3 clusters Score -2181536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2181565.000000 Penalty: 4971.893066
	Iteration 40F: 3 clusters Score -2181565 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2181588.250000 Penalty: 4971.893066
	Iteration 41Q: 3 clusters Score -2181588 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2181600.500000 Penalty: 4971.893066
	Iteration 42Q: 3 clusters Score -2181600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2181621.000000 Penalty: 4971.893066
	Iteration 43Q: 3 clusters Score -2181621 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2181633.000000 Penalty: 4971.893066
	Iteration 44Q: 3 clusters Score -2181633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2181643.000000 Penalty: 4971.893066
	Iteration 45Q: 3 clusters Score -2181643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2181650.750000 Penalty: 4971.893066
	Iteration 46Q: 3 clusters Score -2181651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2181666.500000 Penalty: 4971.893066
	Iteration 47Q: 3 clusters Score -2181666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2181674.000000 Penalty: 4971.893066
	Iteration 48Q: 3 clusters Score -2181674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2181687.000000 Penalty: 4971.893066
	Iteration 49Q: 3 clusters Score -2181687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2181697.000000 Penalty: 4971.893066
	Iteration 50Q: 3 clusters Score -2181697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2181708.000000 Penalty: 4971.893066
	Iteration 51Q: 3 clusters Score -2181708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2181719.750000 Penalty: 4971.893066
	Iteration 52Q: 3 clusters Score -2181720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2181732.250000 Penalty: 4971.893066
	Iteration 53Q: 3 clusters Score -2181732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2181748.750000 Penalty: 4971.893066
	Iteration 54Q: 3 clusters Score -2181749 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2181764.000000 Penalty: 4971.893066
	Iteration 55Q: 3 clusters Score -2181764 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2181786.750000 Penalty: 4971.893066
	Iteration 56Q: 3 clusters Score -2181787 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2181809.250000 Penalty: 4971.893066
	Iteration 57Q: 3 clusters Score -2181809 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2181836.750000 Penalty: 4971.893066
	Iteration 58Q: 3 clusters Score -2181837 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2181855.000000 Penalty: 4971.893066
	Iteration 59Q: 3 clusters Score -2181855 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2181881.500000 Penalty: 4971.893066
	Iteration 60F: 3 clusters Score -2181882 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2181907.250000 Penalty: 4971.893066
	Iteration 61Q: 3 clusters Score -2181907 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2181937.750000 Penalty: 4971.893066
	Iteration 62Q: 3 clusters Score -2181938 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2181952.000000 Penalty: 4971.893066
	Iteration 63Q: 3 clusters Score -2181952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2181965.000000 Penalty: 4971.893066
	Iteration 64Q: 3 clusters Score -2181965 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2181980.250000 Penalty: 4971.893066
	Iteration 65Q: 3 clusters Score -2181980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2181994.750000 Penalty: 4971.893066
	Iteration 66Q: 3 clusters Score -2181995 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2182008.500000 Penalty: 4971.893066
	Iteration 67Q: 3 clusters Score -2182008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2182018.750000 Penalty: 4971.893066
	Iteration 68Q: 3 clusters Score -2182019 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2182030.000000 Penalty: 4971.893066
	Iteration 69Q: 3 clusters Score -2182030 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2182029.750000 Penalty: 4971.893066
	Iteration 70Q: 3 clusters Score -2182030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2182036.250000 Penalty: 4971.893066
	Iteration 71Q: 3 clusters Score -2182036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2182047.750000 Penalty: 4971.893066
	Iteration 72Q: 3 clusters Score -2182048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2182041.500000 Penalty: 4971.893066
	Iteration 73Q: 3 clusters Score -2182042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2182055.500000 Penalty: 4971.893066
	Iteration 74Q: 3 clusters Score -2182056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2182059.250000 Penalty: 4971.893066
	Iteration 75Q: 3 clusters Score -2182059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2182062.750000 Penalty: 4971.893066
	Iteration 76Q: 3 clusters Score -2182063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2182067.250000 Penalty: 4971.893066
	Iteration 77Q: 3 clusters Score -2182067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2182068.250000 Penalty: 4971.893066
	Iteration 78Q: 3 clusters Score -2182068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2182074.000000 Penalty: 4971.893066
	Iteration 79Q: 3 clusters Score -2182074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2182071.000000 Penalty: 4971.893066
	Iteration 80F: 3 clusters Score -2182071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2182078.250000 Penalty: 4971.893066
	Iteration 81Q: 3 clusters Score -2182078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2182081.500000 Penalty: 4971.893066
	Iteration 82Q: 3 clusters Score -2182082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2182081.000000 Penalty: 4971.893066
	Iteration 83Q: 3 clusters Score -2182081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2182082.750000 Penalty: 4971.893066
	Iteration 84Q: 3 clusters Score -2182083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2182087.750000 Penalty: 4971.893066
	Iteration 85Q: 3 clusters Score -2182088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2182091.000000 Penalty: 4971.893066
	Iteration 86Q: 3 clusters Score -2182091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2182092.750000 Penalty: 4971.893066
	Iteration 87Q: 3 clusters Score -2182093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2182099.000000 Penalty: 4971.893066
	Iteration 88Q: 3 clusters Score -2182099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2182097.250000 Penalty: 4971.893066
	Iteration 89Q: 3 clusters Score -2182097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2182093.000000 Penalty: 4971.893066
	Iteration 90Q: 3 clusters Score -2182093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2182097.250000 Penalty: 4971.893066
	Iteration 91Q: 3 clusters Score -2182097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2182100.000000 Penalty: 4971.893066
	Iteration 92Q: 3 clusters Score -2182100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2182103.250000 Penalty: 4971.893066
	Iteration 93Q: 3 clusters Score -2182103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2182103.500000 Penalty: 4971.893066
	Iteration 94Q: 3 clusters Score -2182104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2182111.250000 Penalty: 4971.893066
	Iteration 95Q: 3 clusters Score -2182111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2182112.500000 Penalty: 4971.893066
	Iteration 96Q: 3 clusters Score -2182112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2182115.750000 Penalty: 4971.893066
	Iteration 97Q: 3 clusters Score -2182116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2182112.000000 Penalty: 4971.893066
	Iteration 98Q: 3 clusters Score -2182112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2182112.000000 Penalty: 4971.893066
	Iteration 99Q: 3 clusters Score -2182112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2182110.500000 Penalty: 4971.893066
	Iteration 100F: 3 clusters Score -2182110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2182112.500000 Penalty: 4971.893066
	Iteration 101Q: 3 clusters Score -2182112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2182112.000000 Penalty: 4971.893066
	Iteration 102Q: 3 clusters Score -2182112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2182112.500000 Penalty: 4971.893066
	Iteration 103Q: 3 clusters Score -2182112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2182112.250000 Penalty: 4971.893066
	Iteration 104Q: 3 clusters Score -2182112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2182112.250000 Penalty: 4971.893066
	Iteration 105F: 3 clusters Score -2182112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -847302.625000 Penalty: 2288.978271
	Iteration 0F: 2 clusters Score -847302.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -839500.250000 Penalty: 4577.956543
	Iteration 0F: 3 clusters Score -839500.2 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -842379.750000 Penalty: 4577.956543
	Iteration 1F: 3 clusters Score -842379.8 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -843390.625000 Penalty: 4577.956543
	Iteration 2F: 3 clusters Score -843390.6 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -844205.812500 Penalty: 4577.956543
	Iteration 3F: 3 clusters Score -844205.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -844813.937500 Penalty: 4577.956543
	Iteration 4F: 3 clusters Score -844813.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -845322.937500 Penalty: 4577.956543
	Iteration 5F: 3 clusters Score -845322.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -845856.812500 Penalty: 4577.956543
	Iteration 6F: 3 clusters Score -845856.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -846354.187500 Penalty: 4577.956543
	Iteration 7Q: 3 clusters Score -846354.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -846778.750000 Penalty: 4577.956543
	Iteration 8Q: 3 clusters Score -846778.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -847055.562500 Penalty: 4577.956543
	Iteration 9Q: 3 clusters Score -847055.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -847213.000000 Penalty: 4577.956543
	Iteration 10Q: 3 clusters Score -847213 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -847324.375000 Penalty: 4577.956543
	Iteration 11Q: 3 clusters Score -847324.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -847400.812500 Penalty: 4577.956543
	Iteration 12Q: 3 clusters Score -847400.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -847468.937500 Penalty: 4577.956543
	Iteration 13Q: 3 clusters Score -847468.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -847523.437500 Penalty: 4577.956543
	Iteration 14Q: 3 clusters Score -847523.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -847554.750000 Penalty: 4577.956543
	Iteration 15Q: 3 clusters Score -847554.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -847576.750000 Penalty: 4577.956543
	Iteration 16Q: 3 clusters Score -847576.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -847593.750000 Penalty: 4577.956543
	Iteration 17Q: 3 clusters Score -847593.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -847616.812500 Penalty: 4577.956543
	Iteration 18Q: 3 clusters Score -847616.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -847637.937500 Penalty: 4577.956543
	Iteration 19Q: 3 clusters Score -847637.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -847648.000000 Penalty: 4577.956543
	Iteration 20F: 3 clusters Score -847648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -847661.250000 Penalty: 4577.956543
	Iteration 21Q: 3 clusters Score -847661.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -847668.250000 Penalty: 4577.956543
	Iteration 22Q: 3 clusters Score -847668.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -847678.687500 Penalty: 4577.956543
	Iteration 23Q: 3 clusters Score -847678.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -847691.875000 Penalty: 4577.956543
	Iteration 24Q: 3 clusters Score -847691.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -847709.187500 Penalty: 4577.956543
	Iteration 25Q: 3 clusters Score -847709.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -847725.687500 Penalty: 4577.956543
	Iteration 26Q: 3 clusters Score -847725.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -847739.750000 Penalty: 4577.956543
	Iteration 27Q: 3 clusters Score -847739.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -847756.125000 Penalty: 4577.956543
	Iteration 28Q: 3 clusters Score -847756.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -847770.812500 Penalty: 4577.956543
	Iteration 29Q: 3 clusters Score -847770.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -847776.875000 Penalty: 4577.956543
	Iteration 30Q: 3 clusters Score -847776.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -847786.562500 Penalty: 4577.956543
	Iteration 31Q: 3 clusters Score -847786.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -847794.812500 Penalty: 4577.956543
	Iteration 32Q: 3 clusters Score -847794.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -847806.875000 Penalty: 4577.956543
	Iteration 33Q: 3 clusters Score -847806.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -847818.375000 Penalty: 4577.956543
	Iteration 34Q: 3 clusters Score -847818.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -847827.687500 Penalty: 4577.956543
	Iteration 35Q: 3 clusters Score -847827.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -847833.625000 Penalty: 4577.956543
	Iteration 36Q: 3 clusters Score -847833.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -847835.000000 Penalty: 4577.956543
	Iteration 37Q: 3 clusters Score -847835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -847838.375000 Penalty: 4577.956543
	Iteration 38Q: 3 clusters Score -847838.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -847837.250000 Penalty: 4577.956543
	Iteration 39Q: 3 clusters Score -847837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -847837.375000 Penalty: 4577.956543
	Iteration 40F: 3 clusters Score -847837.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -847837.312500 Penalty: 4577.956543
	Iteration 41Q: 3 clusters Score -847837.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -847839.937500 Penalty: 4577.956543
	Iteration 42Q: 3 clusters Score -847839.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -847839.937500 Penalty: 4577.956543
	Iteration 43F: 3 clusters Score -847839.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 11714 members 
Mstep: Class 3 contains 22561 members 
Mstep: Class 4 contains 8716 members 
Mstep: Class 5 contains 15250 members 
Mstep: Class 6 contains 101638 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224007 members 
Mstep: Class 9 contains 97568 members 
Mstep: Class 10 contains 12317 members 
Mstep: Class 11 contains 9012 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 12865 members 
Mstep: Class 14 contains 306165 members 
Mstep: Class 15 contains 217773 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13084 members 
Mstep: Class 18 contains 17737 members 
Mstep: Class 19 contains 7087 members 
Mstep: Class 20 contains 63297 members 
Mstep: Class 21 contains 128000 members 
Mstep: Class 22 contains 4086 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 228014 members 
Mstep: Class 25 contains 13106 members 
Mstep: Class 26 contains 9719 members 
Mstep: Class 27 contains 16263 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 11382 members 
Mstep: Class 30 contains 7159 members 
Mstep: Class 31 contains 16778 members 
Mstep: Class 32 contains 6854 members 
Mstep: Class 33 contains 16380 members 
Mstep: Class 34 contains 1480 members 
Entering Unmasked Estep 
Score: -157703248.000000 Penalty: 120826.726562
Splitting cluster 4 changes total score from -157704272.000000 to -157703248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (15250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Entering Unmasked Estep 
Score: -1488792.125000 Penalty: 2388.819092
	Iteration 0F: 2 clusters Score -1488792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1477708.000000 Penalty: 4777.638184
	Iteration 0F: 3 clusters Score -1477708 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1481193.000000 Penalty: 4777.638184
	Iteration 1F: 3 clusters Score -1481193 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1481522.375000 Penalty: 4777.638184
	Iteration 2F: 3 clusters Score -1481522 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1481793.000000 Penalty: 4777.638184
	Iteration 3Q: 3 clusters Score -1481793 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1482059.000000 Penalty: 4777.638184
	Iteration 4Q: 3 clusters Score -1482059 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1482353.750000 Penalty: 4777.638184
	Iteration 5Q: 3 clusters Score -1482354 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1482678.375000 Penalty: 4777.638184
	Iteration 6Q: 3 clusters Score -1482678 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1483055.000000 Penalty: 4777.638184
	Iteration 7Q: 3 clusters Score -1483055 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1483501.625000 Penalty: 4777.638184
	Iteration 8Q: 3 clusters Score -1483502 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1484020.625000 Penalty: 4777.638184
	Iteration 9Q: 3 clusters Score -1484021 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1484578.750000 Penalty: 4777.638184
	Iteration 10Q: 3 clusters Score -1484579 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1485090.750000 Penalty: 4777.638184
	Iteration 11Q: 3 clusters Score -1485091 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1485510.250000 Penalty: 4777.638184
	Iteration 12Q: 3 clusters Score -1485510 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1485863.125000 Penalty: 4777.638184
	Iteration 13Q: 3 clusters Score -1485863 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1486071.375000 Penalty: 4777.638184
	Iteration 14Q: 3 clusters Score -1486071 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1486213.625000 Penalty: 4777.638184
	Iteration 15Q: 3 clusters Score -1486214 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1486317.125000 Penalty: 4777.638184
	Iteration 16Q: 3 clusters Score -1486317 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1486406.875000 Penalty: 4777.638184
	Iteration 17Q: 3 clusters Score -1486407 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1486479.125000 Penalty: 4777.638184
	Iteration 18Q: 3 clusters Score -1486479 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1486537.625000 Penalty: 4777.638184
	Iteration 19Q: 3 clusters Score -1486538 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1486585.000000 Penalty: 4777.638184
	Iteration 20F: 3 clusters Score -1486585 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1486624.125000 Penalty: 4777.638184
	Iteration 21Q: 3 clusters Score -1486624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1486651.125000 Penalty: 4777.638184
	Iteration 22Q: 3 clusters Score -1486651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1486672.250000 Penalty: 4777.638184
	Iteration 23Q: 3 clusters Score -1486672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1486682.125000 Penalty: 4777.638184
	Iteration 24Q: 3 clusters Score -1486682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1486706.875000 Penalty: 4777.638184
	Iteration 25Q: 3 clusters Score -1486707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1486719.500000 Penalty: 4777.638184
	Iteration 26Q: 3 clusters Score -1486720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1486738.500000 Penalty: 4777.638184
	Iteration 27Q: 3 clusters Score -1486738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1486748.625000 Penalty: 4777.638184
	Iteration 28Q: 3 clusters Score -1486749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1486762.625000 Penalty: 4777.638184
	Iteration 29Q: 3 clusters Score -1486763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1486776.000000 Penalty: 4777.638184
	Iteration 30Q: 3 clusters Score -1486776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1486787.125000 Penalty: 4777.638184
	Iteration 31Q: 3 clusters Score -1486787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1486793.500000 Penalty: 4777.638184
	Iteration 32Q: 3 clusters Score -1486794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1486800.750000 Penalty: 4777.638184
	Iteration 33Q: 3 clusters Score -1486801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1486807.625000 Penalty: 4777.638184
	Iteration 34Q: 3 clusters Score -1486808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1486813.000000 Penalty: 4777.638184
	Iteration 35Q: 3 clusters Score -1486813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1486814.125000 Penalty: 4777.638184
	Iteration 36Q: 3 clusters Score -1486814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1486820.750000 Penalty: 4777.638184
	Iteration 37Q: 3 clusters Score -1486821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1486823.000000 Penalty: 4777.638184
	Iteration 38Q: 3 clusters Score -1486823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1486821.875000 Penalty: 4777.638184
	Iteration 39Q: 3 clusters Score -1486822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1486825.500000 Penalty: 4777.638184
	Iteration 40F: 3 clusters Score -1486826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1486826.625000 Penalty: 4777.638184
	Iteration 41Q: 3 clusters Score -1486827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1486829.625000 Penalty: 4777.638184
	Iteration 42Q: 3 clusters Score -1486830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1486831.250000 Penalty: 4777.638184
	Iteration 43Q: 3 clusters Score -1486831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1486831.250000 Penalty: 4777.638184
	Iteration 44F: 3 clusters Score -1486831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101638 members 
Entering Unmasked Estep 
Score: -10023920.000000 Penalty: 2859.234863
	Iteration 0F: 2 clusters Score -1.002392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -9955724.000000 Penalty: 5718.469727
	Iteration 0F: 3 clusters Score -9955724 nChanged 48368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -9983334.000000 Penalty: 5718.469727
	Iteration 1F: 3 clusters Score -9983334 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -9983948.000000 Penalty: 5718.469727
	Iteration 2Q: 3 clusters Score -9983948 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -9984746.000000 Penalty: 5718.469727
	Iteration 3Q: 3 clusters Score -9984746 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -9985741.000000 Penalty: 5718.469727
	Iteration 4Q: 3 clusters Score -9985741 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -9987272.000000 Penalty: 5718.469727
	Iteration 5Q: 3 clusters Score -9987272 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -9989241.000000 Penalty: 5718.469727
	Iteration 6Q: 3 clusters Score -9989241 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -9992054.000000 Penalty: 5718.469727
	Iteration 7F: 3 clusters Score -9992054 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -9995670.000000 Penalty: 5718.469727
	Iteration 8F: 3 clusters Score -9995670 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -9999528.000000 Penalty: 5718.469727
	Iteration 9F: 3 clusters Score -9999528 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -10003301.000000 Penalty: 5718.469727
	Iteration 10F: 3 clusters Score -1.00033e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81659 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -10006815.000000 Penalty: 5718.469727
	Iteration 11F: 3 clusters Score -1.000682e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86485 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -10010265.000000 Penalty: 5718.469727
	Iteration 12Q: 3 clusters Score -1.001026e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90741 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -10013342.000000 Penalty: 5718.469727
	Iteration 13Q: 3 clusters Score -1.001334e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -10016031.000000 Penalty: 5718.469727
	Iteration 14Q: 3 clusters Score -1.001603e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96751 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -10018069.000000 Penalty: 5718.469727
	Iteration 15Q: 3 clusters Score -1.001807e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98510 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -10019383.000000 Penalty: 5718.469727
	Iteration 16Q: 3 clusters Score -1.001938e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99574 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -10020250.000000 Penalty: 5718.469727
	Iteration 17Q: 3 clusters Score -1.002025e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100158 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -10020760.000000 Penalty: 5718.469727
	Iteration 18Q: 3 clusters Score -1.002076e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100472 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -10021096.000000 Penalty: 5718.469727
	Iteration 19Q: 3 clusters Score -1.00211e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100639 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -10021280.000000 Penalty: 5718.469727
	Iteration 20F: 3 clusters Score -1.002128e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100741 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10021405.000000 Penalty: 5718.469727
	Iteration 21Q: 3 clusters Score -1.00214e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100814 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -10021519.000000 Penalty: 5718.469727
	Iteration 22Q: 3 clusters Score -1.002152e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100858 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10021605.000000 Penalty: 5718.469727
	Iteration 23Q: 3 clusters Score -1.00216e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100882 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10021633.000000 Penalty: 5718.469727
	Iteration 24Q: 3 clusters Score -1.002163e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100903 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10021671.000000 Penalty: 5718.469727
	Iteration 25Q: 3 clusters Score -1.002167e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100908 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10021670.000000 Penalty: 5718.469727
	Iteration 26Q: 3 clusters Score -1.002167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100906 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10021687.000000 Penalty: 5718.469727
	Iteration 27Q: 3 clusters Score -1.002169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100908 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10021688.000000 Penalty: 5718.469727
	Iteration 28Q: 3 clusters Score -1.002169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100911 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10021688.000000 Penalty: 5718.469727
	Iteration 29Q: 3 clusters Score -1.002169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100913 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10021694.000000 Penalty: 5718.469727
	Iteration 30Q: 3 clusters Score -1.002169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100917 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10021688.000000 Penalty: 5718.469727
	Iteration 31Q: 3 clusters Score -1.002169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100918 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -10021700.000000 Penalty: 5718.469727
	Iteration 32Q: 3 clusters Score -1.00217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100920 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -10021698.000000 Penalty: 5718.469727
	Iteration 33Q: 3 clusters Score -1.00217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -10021691.000000 Penalty: 5718.469727
	Iteration 34Q: 3 clusters Score -1.002169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100922 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -10021692.000000 Penalty: 5718.469727
	Iteration 35Q: 3 clusters Score -1.002169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100922 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -10021692.000000 Penalty: 5718.469727
	Iteration 36F: 3 clusters Score -1.002169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Entering Unmasked Estep 
Score: -759301.937500 Penalty: 2235.583008
	Iteration 0F: 2 clusters Score -759301.9 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 4124 members 
Entering Unmasked Estep 
Score: -752772.250000 Penalty: 4471.166016
	Iteration 0F: 3 clusters Score -752772.2 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -754541.187500 Penalty: 4471.166016
	Iteration 1F: 3 clusters Score -754541.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -754796.375000 Penalty: 4471.166016
	Iteration 2F: 3 clusters Score -754796.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -754989.062500 Penalty: 4471.166016
	Iteration 3F: 3 clusters Score -754989.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -755154.875000 Penalty: 4471.166016
	Iteration 4Q: 3 clusters Score -755154.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -755283.875000 Penalty: 4471.166016
	Iteration 5Q: 3 clusters Score -755283.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -755395.875000 Penalty: 4471.166016
	Iteration 6Q: 3 clusters Score -755395.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -755512.000000 Penalty: 4471.166016
	Iteration 7Q: 3 clusters Score -755512 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -755626.875000 Penalty: 4471.166016
	Iteration 8Q: 3 clusters Score -755626.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -755753.750000 Penalty: 4471.166016
	Iteration 9Q: 3 clusters Score -755753.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -755890.500000 Penalty: 4471.166016
	Iteration 10Q: 3 clusters Score -755890.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -756029.500000 Penalty: 4471.166016
	Iteration 11Q: 3 clusters Score -756029.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -756208.062500 Penalty: 4471.166016
	Iteration 12Q: 3 clusters Score -756208.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -756397.187500 Penalty: 4471.166016
	Iteration 13Q: 3 clusters Score -756397.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -756582.562500 Penalty: 4471.166016
	Iteration 14Q: 3 clusters Score -756582.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -756783.312500 Penalty: 4471.166016
	Iteration 15Q: 3 clusters Score -756783.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -756977.437500 Penalty: 4471.166016
	Iteration 16Q: 3 clusters Score -756977.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -757135.562500 Penalty: 4471.166016
	Iteration 17Q: 3 clusters Score -757135.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -757252.500000 Penalty: 4471.166016
	Iteration 18Q: 3 clusters Score -757252.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -757335.250000 Penalty: 4471.166016
	Iteration 19Q: 3 clusters Score -757335.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -757403.062500 Penalty: 4471.166016
	Iteration 20F: 3 clusters Score -757403.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -757462.437500 Penalty: 4471.166016
	Iteration 21Q: 3 clusters Score -757462.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -757523.875000 Penalty: 4471.166016
	Iteration 22Q: 3 clusters Score -757523.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -757563.562500 Penalty: 4471.166016
	Iteration 23Q: 3 clusters Score -757563.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -757594.500000 Penalty: 4471.166016
	Iteration 24Q: 3 clusters Score -757594.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -757623.187500 Penalty: 4471.166016
	Iteration 25Q: 3 clusters Score -757623.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -757652.437500 Penalty: 4471.166016
	Iteration 26Q: 3 clusters Score -757652.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -757680.250000 Penalty: 4471.166016
	Iteration 27Q: 3 clusters Score -757680.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -757705.312500 Penalty: 4471.166016
	Iteration 28Q: 3 clusters Score -757705.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -757728.125000 Penalty: 4471.166016
	Iteration 29Q: 3 clusters Score -757728.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -757745.250000 Penalty: 4471.166016
	Iteration 30Q: 3 clusters Score -757745.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -757758.625000 Penalty: 4471.166016
	Iteration 31Q: 3 clusters Score -757758.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -757767.125000 Penalty: 4471.166016
	Iteration 32Q: 3 clusters Score -757767.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -757781.437500 Penalty: 4471.166016
	Iteration 33Q: 3 clusters Score -757781.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -757793.625000 Penalty: 4471.166016
	Iteration 34Q: 3 clusters Score -757793.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -757810.687500 Penalty: 4471.166016
	Iteration 35Q: 3 clusters Score -757810.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -757828.937500 Penalty: 4471.166016
	Iteration 36Q: 3 clusters Score -757828.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -757844.000000 Penalty: 4471.166016
	Iteration 37Q: 3 clusters Score -757844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -757854.312500 Penalty: 4471.166016
	Iteration 38Q: 3 clusters Score -757854.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -757862.937500 Penalty: 4471.166016
	Iteration 39Q: 3 clusters Score -757862.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -757875.375000 Penalty: 4471.166016
	Iteration 40F: 3 clusters Score -757875.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -757884.812500 Penalty: 4471.166016
	Iteration 41Q: 3 clusters Score -757884.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -757896.687500 Penalty: 4471.166016
	Iteration 42Q: 3 clusters Score -757896.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -757904.000000 Penalty: 4471.166016
	Iteration 43Q: 3 clusters Score -757904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -757910.687500 Penalty: 4471.166016
	Iteration 44Q: 3 clusters Score -757910.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -757912.187500 Penalty: 4471.166016
	Iteration 45Q: 3 clusters Score -757912.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -757912.562500 Penalty: 4471.166016
	Iteration 46Q: 3 clusters Score -757912.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -757916.437500 Penalty: 4471.166016
	Iteration 47Q: 3 clusters Score -757916.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -757921.812500 Penalty: 4471.166016
	Iteration 48Q: 3 clusters Score -757921.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -757926.062500 Penalty: 4471.166016
	Iteration 49Q: 3 clusters Score -757926.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -757934.437500 Penalty: 4471.166016
	Iteration 50Q: 3 clusters Score -757934.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -757943.937500 Penalty: 4471.166016
	Iteration 51Q: 3 clusters Score -757943.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -757949.625000 Penalty: 4471.166016
	Iteration 52Q: 3 clusters Score -757949.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -757956.062500 Penalty: 4471.166016
	Iteration 53Q: 3 clusters Score -757956.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -757962.750000 Penalty: 4471.166016
	Iteration 54Q: 3 clusters Score -757962.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -757966.000000 Penalty: 4471.166016
	Iteration 55Q: 3 clusters Score -757966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -757971.062500 Penalty: 4471.166016
	Iteration 56Q: 3 clusters Score -757971.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -757973.812500 Penalty: 4471.166016
	Iteration 57Q: 3 clusters Score -757973.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -757973.750000 Penalty: 4471.166016
	Iteration 58Q: 3 clusters Score -757973.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -757975.625000 Penalty: 4471.166016
	Iteration 59Q: 3 clusters Score -757975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -757975.437500 Penalty: 4471.166016
	Iteration 60F: 3 clusters Score -757975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -757976.312500 Penalty: 4471.166016
	Iteration 61Q: 3 clusters Score -757976.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -757977.250000 Penalty: 4471.166016
	Iteration 62Q: 3 clusters Score -757977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -757975.937500 Penalty: 4471.166016
	Iteration 63Q: 3 clusters Score -757975.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -757978.562500 Penalty: 4471.166016
	Iteration 64Q: 3 clusters Score -757978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -757978.312500 Penalty: 4471.166016
	Iteration 65Q: 3 clusters Score -757978.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -757978.375000 Penalty: 4471.166016
	Iteration 66Q: 3 clusters Score -757978.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -757980.750000 Penalty: 4471.166016
	Iteration 67Q: 3 clusters Score -757980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -757979.375000 Penalty: 4471.166016
	Iteration 68Q: 3 clusters Score -757979.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -757979.375000 Penalty: 4471.166016
	Iteration 69F: 3 clusters Score -757979.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (224007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224007 members 
Entering Unmasked Estep 
Score: -22028014.000000 Penalty: 3055.219238
	Iteration 0F: 2 clusters Score -2.202801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112098 members 
Mstep: Class 2 contains 111909 members 
Entering Unmasked Estep 
Score: -21879500.000000 Penalty: 6110.438477
	Iteration 0F: 3 clusters Score -2.18795e+07 nChanged 107894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113322 members 
Mstep: Class 2 contains 110685 members 
Entering Unmasked Estep 
Score: -21942304.000000 Penalty: 6110.438477
	Iteration 1F: 3 clusters Score -2.19423e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114147 members 
Mstep: Class 2 contains 109860 members 
Entering Unmasked Estep 
Score: -21943504.000000 Penalty: 6110.438477
	Iteration 2Q: 3 clusters Score -2.19435e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115363 members 
Mstep: Class 2 contains 108644 members 
Entering Unmasked Estep 
Score: -21944860.000000 Penalty: 6110.438477
	Iteration 3Q: 3 clusters Score -2.194486e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117295 members 
Mstep: Class 2 contains 106712 members 
Entering Unmasked Estep 
Score: -21946472.000000 Penalty: 6110.438477
	Iteration 4Q: 3 clusters Score -2.194647e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120143 members 
Mstep: Class 2 contains 103864 members 
Entering Unmasked Estep 
Score: -21948362.000000 Penalty: 6110.438477
	Iteration 5Q: 3 clusters Score -2.194836e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124347 members 
Mstep: Class 2 contains 99660 members 
Entering Unmasked Estep 
Score: -21951352.000000 Penalty: 6110.438477
	Iteration 6Q: 3 clusters Score -2.195135e+07 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130401 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -21955638.000000 Penalty: 6110.438477
	Iteration 7Q: 3 clusters Score -2.195564e+07 nChanged 11636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138667 members 
Mstep: Class 2 contains 85340 members 
Entering Unmasked Estep 
Score: -21962540.000000 Penalty: 6110.438477
	Iteration 8F: 3 clusters Score -2.196254e+07 nChanged 13552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148637 members 
Mstep: Class 2 contains 75370 members 
Entering Unmasked Estep 
Score: -21972574.000000 Penalty: 6110.438477
	Iteration 9F: 3 clusters Score -2.197257e+07 nChanged 13945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158636 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -21984054.000000 Penalty: 6110.438477
	Iteration 10F: 3 clusters Score -2.198405e+07 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166727 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -21993036.000000 Penalty: 6110.438477
	Iteration 11F: 3 clusters Score -2.199304e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173041 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -21998440.000000 Penalty: 6110.438477
	Iteration 12Q: 3 clusters Score -2.199844e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178538 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -22001132.000000 Penalty: 6110.438477
	Iteration 13Q: 3 clusters Score -2.200113e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183768 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -22003586.000000 Penalty: 6110.438477
	Iteration 14Q: 3 clusters Score -2.200359e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188866 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -22005686.000000 Penalty: 6110.438477
	Iteration 15Q: 3 clusters Score -2.200569e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193913 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -22008392.000000 Penalty: 6110.438477
	Iteration 16Q: 3 clusters Score -2.200839e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198784 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -22010852.000000 Penalty: 6110.438477
	Iteration 17Q: 3 clusters Score -2.201085e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203204 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -22013156.000000 Penalty: 6110.438477
	Iteration 18Q: 3 clusters Score -2.201316e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207280 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -22015562.000000 Penalty: 6110.438477
	Iteration 19Q: 3 clusters Score -2.201556e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210827 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -22017716.000000 Penalty: 6110.438477
	Iteration 20F: 3 clusters Score -2.201772e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213792 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -22019718.000000 Penalty: 6110.438477
	Iteration 21Q: 3 clusters Score -2.201972e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216169 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -22021282.000000 Penalty: 6110.438477
	Iteration 22Q: 3 clusters Score -2.202128e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217992 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -22022506.000000 Penalty: 6110.438477
	Iteration 23Q: 3 clusters Score -2.202251e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219378 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -22023388.000000 Penalty: 6110.438477
	Iteration 24Q: 3 clusters Score -2.202339e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220422 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -22024040.000000 Penalty: 6110.438477
	Iteration 25Q: 3 clusters Score -2.202404e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221147 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -22024470.000000 Penalty: 6110.438477
	Iteration 26Q: 3 clusters Score -2.202447e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221645 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -22024918.000000 Penalty: 6110.438477
	Iteration 27Q: 3 clusters Score -2.202492e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221974 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -22025206.000000 Penalty: 6110.438477
	Iteration 28Q: 3 clusters Score -2.202521e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222171 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -22025402.000000 Penalty: 6110.438477
	Iteration 29Q: 3 clusters Score -2.20254e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222307 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -22025538.000000 Penalty: 6110.438477
	Iteration 30Q: 3 clusters Score -2.202554e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222396 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -22025606.000000 Penalty: 6110.438477
	Iteration 31Q: 3 clusters Score -2.202561e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222462 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -22025616.000000 Penalty: 6110.438477
	Iteration 32Q: 3 clusters Score -2.202562e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222498 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -22025642.000000 Penalty: 6110.438477
	Iteration 33Q: 3 clusters Score -2.202564e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222530 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -22025628.000000 Penalty: 6110.438477
	Iteration 34Q: 3 clusters Score -2.202563e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222554 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -22025640.000000 Penalty: 6110.438477
	Iteration 35Q: 3 clusters Score -2.202564e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222573 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -22025658.000000 Penalty: 6110.438477
	Iteration 36Q: 3 clusters Score -2.202566e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222588 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -22025666.000000 Penalty: 6110.438477
	Iteration 37Q: 3 clusters Score -2.202567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222595 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -22025666.000000 Penalty: 6110.438477
	Iteration 38Q: 3 clusters Score -2.202567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222603 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -22025676.000000 Penalty: 6110.438477
	Iteration 39Q: 3 clusters Score -2.202568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222605 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -22025684.000000 Penalty: 6110.438477
	Iteration 40F: 3 clusters Score -2.202568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222608 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -22025698.000000 Penalty: 6110.438477
	Iteration 41Q: 3 clusters Score -2.20257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222617 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -22025700.000000 Penalty: 6110.438477
	Iteration 42Q: 3 clusters Score -2.20257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222626 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -22025712.000000 Penalty: 6110.438477
	Iteration 43Q: 3 clusters Score -2.202571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222634 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -22025700.000000 Penalty: 6110.438477
	Iteration 44Q: 3 clusters Score -2.20257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222639 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -22025716.000000 Penalty: 6110.438477
	Iteration 45Q: 3 clusters Score -2.202572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222644 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -22025716.000000 Penalty: 6110.438477
	Iteration 46Q: 3 clusters Score -2.202572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222646 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -22025702.000000 Penalty: 6110.438477
	Iteration 47Q: 3 clusters Score -2.20257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222648 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -22025728.000000 Penalty: 6110.438477
	Iteration 48Q: 3 clusters Score -2.202573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222650 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -22025724.000000 Penalty: 6110.438477
	Iteration 49Q: 3 clusters Score -2.202572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222651 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -22025716.000000 Penalty: 6110.438477
	Iteration 50Q: 3 clusters Score -2.202572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222652 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -22025716.000000 Penalty: 6110.438477
	Iteration 51Q: 3 clusters Score -2.202572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222652 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -22025716.000000 Penalty: 6110.438477
	Iteration 52F: 3 clusters Score -2.202572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (97568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97568 members 
Entering Unmasked Estep 
Score: -9404848.000000 Penalty: 2849.099609
	Iteration 0F: 2 clusters Score -9404848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -9339616.000000 Penalty: 5698.199219
	Iteration 0F: 3 clusters Score -9339616 nChanged 46105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -9366597.000000 Penalty: 5698.199219
	Iteration 1F: 3 clusters Score -9366597 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -9367881.000000 Penalty: 5698.199219
	Iteration 2Q: 3 clusters Score -9367881 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -9369726.000000 Penalty: 5698.199219
	Iteration 3Q: 3 clusters Score -9369726 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -9372531.000000 Penalty: 5698.199219
	Iteration 4F: 3 clusters Score -9372531 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
Score: -9376649.000000 Penalty: 5698.199219
	Iteration 5F: 3 clusters Score -9376649 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -9382322.000000 Penalty: 5698.199219
	Iteration 6F: 3 clusters Score -9382322 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -9389479.000000 Penalty: 5698.199219
	Iteration 7F: 3 clusters Score -9389479 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 71690 members 
Entering Unmasked Estep 
Score: -9395519.000000 Penalty: 5698.199219
	Iteration 8F: 3 clusters Score -9395519 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -9398960.000000 Penalty: 5698.199219
	Iteration 9Q: 3 clusters Score -9398960 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 74358 members 
Entering Unmasked Estep 
Score: -9400358.000000 Penalty: 5698.199219
	Iteration 10Q: 3 clusters Score -9400358 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -9400938.000000 Penalty: 5698.199219
	Iteration 11Q: 3 clusters Score -9400938 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 75233 members 
Entering Unmasked Estep 
Score: -9401150.000000 Penalty: 5698.199219
	Iteration 12Q: 3 clusters Score -9401150 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -9401315.000000 Penalty: 5698.199219
	Iteration 13Q: 3 clusters Score -9401315 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 75581 members 
Entering Unmasked Estep 
Score: -9401363.000000 Penalty: 5698.199219
	Iteration 14Q: 3 clusters Score -9401363 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 75636 members 
Entering Unmasked Estep 
Score: -9401408.000000 Penalty: 5698.199219
	Iteration 15Q: 3 clusters Score -9401408 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 75672 members 
Entering Unmasked Estep 
Score: -9401443.000000 Penalty: 5698.199219
	Iteration 16Q: 3 clusters Score -9401443 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 75665 members 
Entering Unmasked Estep 
Score: -9401434.000000 Penalty: 5698.199219
	Iteration 17Q: 3 clusters Score -9401434 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 75659 members 
Entering Unmasked Estep 
Score: -9401433.000000 Penalty: 5698.199219
	Iteration 18Q: 3 clusters Score -9401433 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -9401463.000000 Penalty: 5698.199219
	Iteration 19Q: 3 clusters Score -9401463 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 75648 members 
Entering Unmasked Estep 
Score: -9401445.000000 Penalty: 5698.199219
	Iteration 20F: 3 clusters Score -9401445 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -9401462.000000 Penalty: 5698.199219
	Iteration 21Q: 3 clusters Score -9401462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 75633 members 
Entering Unmasked Estep 
Score: -9401472.000000 Penalty: 5698.199219
	Iteration 22Q: 3 clusters Score -9401472 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -9401491.000000 Penalty: 5698.199219
	Iteration 23Q: 3 clusters Score -9401491 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -9401489.000000 Penalty: 5698.199219
	Iteration 24Q: 3 clusters Score -9401489 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 75595 members 
Entering Unmasked Estep 
Score: -9401486.000000 Penalty: 5698.199219
	Iteration 25Q: 3 clusters Score -9401486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 75587 members 
Entering Unmasked Estep 
Score: -9401502.000000 Penalty: 5698.199219
	Iteration 26Q: 3 clusters Score -9401502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 75594 members 
Entering Unmasked Estep 
Score: -9401508.000000 Penalty: 5698.199219
	Iteration 27Q: 3 clusters Score -9401508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 75592 members 
Entering Unmasked Estep 
Score: -9401498.000000 Penalty: 5698.199219
	Iteration 28Q: 3 clusters Score -9401498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 75590 members 
Entering Unmasked Estep 
Score: -9401496.000000 Penalty: 5698.199219
	Iteration 29Q: 3 clusters Score -9401496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -9401507.000000 Penalty: 5698.199219
	Iteration 30Q: 3 clusters Score -9401507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 75584 members 
Entering Unmasked Estep 
Score: -9401505.000000 Penalty: 5698.199219
	Iteration 31Q: 3 clusters Score -9401505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 75584 members 
Entering Unmasked Estep 
Score: -9401504.000000 Penalty: 5698.199219
	Iteration 32Q: 3 clusters Score -9401504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 75580 members 
Entering Unmasked Estep 
Score: -9401518.000000 Penalty: 5698.199219
	Iteration 33Q: 3 clusters Score -9401518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 75574 members 
Entering Unmasked Estep 
Score: -9401519.000000 Penalty: 5698.199219
	Iteration 34Q: 3 clusters Score -9401519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 75562 members 
Entering Unmasked Estep 
Score: -9401510.000000 Penalty: 5698.199219
	Iteration 35Q: 3 clusters Score -9401510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 75554 members 
Entering Unmasked Estep 
Score: -9401523.000000 Penalty: 5698.199219
	Iteration 36Q: 3 clusters Score -9401523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 75550 members 
Entering Unmasked Estep 
Score: -9401520.000000 Penalty: 5698.199219
	Iteration 37Q: 3 clusters Score -9401520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 75547 members 
Entering Unmasked Estep 
Score: -9401509.000000 Penalty: 5698.199219
	Iteration 38Q: 3 clusters Score -9401509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 75541 members 
Entering Unmasked Estep 
Score: -9401505.000000 Penalty: 5698.199219
	Iteration 39Q: 3 clusters Score -9401505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 75536 members 
Entering Unmasked Estep 
Score: -9401507.000000 Penalty: 5698.199219
	Iteration 40F: 3 clusters Score -9401507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 75532 members 
Entering Unmasked Estep 
Score: -9401513.000000 Penalty: 5698.199219
	Iteration 41Q: 3 clusters Score -9401513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -9401514.000000 Penalty: 5698.199219
	Iteration 42Q: 3 clusters Score -9401514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -9401519.000000 Penalty: 5698.199219
	Iteration 43Q: 3 clusters Score -9401519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -9401523.000000 Penalty: 5698.199219
	Iteration 44Q: 3 clusters Score -9401523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -9401519.000000 Penalty: 5698.199219
	Iteration 45Q: 3 clusters Score -9401519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -9401521.000000 Penalty: 5698.199219
	Iteration 46Q: 3 clusters Score -9401521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 75510 members 
Entering Unmasked Estep 
Score: -9401529.000000 Penalty: 5698.199219
	Iteration 47Q: 3 clusters Score -9401529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 75506 members 
Entering Unmasked Estep 
Score: -9401521.000000 Penalty: 5698.199219
	Iteration 48Q: 3 clusters Score -9401521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 75501 members 
Entering Unmasked Estep 
Score: -9401516.000000 Penalty: 5698.199219
	Iteration 49Q: 3 clusters Score -9401516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 75495 members 
Entering Unmasked Estep 
Score: -9401522.000000 Penalty: 5698.199219
	Iteration 50Q: 3 clusters Score -9401522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -9401519.000000 Penalty: 5698.199219
	Iteration 51Q: 3 clusters Score -9401519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 75487 members 
Entering Unmasked Estep 
Score: -9401533.000000 Penalty: 5698.199219
	Iteration 52Q: 3 clusters Score -9401533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 75485 members 
Entering Unmasked Estep 
Score: -9401531.000000 Penalty: 5698.199219
	Iteration 53Q: 3 clusters Score -9401531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 75481 members 
Entering Unmasked Estep 
Score: -9401535.000000 Penalty: 5698.199219
	Iteration 54Q: 3 clusters Score -9401535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 75476 members 
Entering Unmasked Estep 
Score: -9401527.000000 Penalty: 5698.199219
	Iteration 55Q: 3 clusters Score -9401527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 75475 members 
Entering Unmasked Estep 
Score: -9401533.000000 Penalty: 5698.199219
	Iteration 56Q: 3 clusters Score -9401533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 75473 members 
Entering Unmasked Estep 
Score: -9401535.000000 Penalty: 5698.199219
	Iteration 57Q: 3 clusters Score -9401535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 75470 members 
Entering Unmasked Estep 
Score: -9401536.000000 Penalty: 5698.199219
	Iteration 58Q: 3 clusters Score -9401536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 75469 members 
Entering Unmasked Estep 
Score: -9401537.000000 Penalty: 5698.199219
	Iteration 59Q: 3 clusters Score -9401537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -9401535.000000 Penalty: 5698.199219
	Iteration 60F: 3 clusters Score -9401535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Entering Unmasked Estep 
Score: -1142198.250000 Penalty: 2335.846436
	Iteration 0F: 2 clusters Score -1142198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1133108.500000 Penalty: 4671.692871
	Iteration 0F: 3 clusters Score -1133108 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1135898.375000 Penalty: 4671.692871
	Iteration 1F: 3 clusters Score -1135898 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1136316.125000 Penalty: 4671.692871
	Iteration 2F: 3 clusters Score -1136316 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1136643.250000 Penalty: 4671.692871
	Iteration 3F: 3 clusters Score -1136643 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1136932.125000 Penalty: 4671.692871
	Iteration 4Q: 3 clusters Score -1136932 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1137224.625000 Penalty: 4671.692871
	Iteration 5Q: 3 clusters Score -1137225 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1137550.500000 Penalty: 4671.692871
	Iteration 6Q: 3 clusters Score -1137550 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1137867.875000 Penalty: 4671.692871
	Iteration 7Q: 3 clusters Score -1137868 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1138154.125000 Penalty: 4671.692871
	Iteration 8Q: 3 clusters Score -1138154 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1138409.500000 Penalty: 4671.692871
	Iteration 9Q: 3 clusters Score -1138410 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1138629.375000 Penalty: 4671.692871
	Iteration 10Q: 3 clusters Score -1138629 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1138825.375000 Penalty: 4671.692871
	Iteration 11Q: 3 clusters Score -1138825 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1138994.500000 Penalty: 4671.692871
	Iteration 12Q: 3 clusters Score -1138994 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1139135.500000 Penalty: 4671.692871
	Iteration 13Q: 3 clusters Score -1139136 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1139254.750000 Penalty: 4671.692871
	Iteration 14Q: 3 clusters Score -1139255 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1139348.750000 Penalty: 4671.692871
	Iteration 15Q: 3 clusters Score -1139349 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1139422.375000 Penalty: 4671.692871
	Iteration 16Q: 3 clusters Score -1139422 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1139502.125000 Penalty: 4671.692871
	Iteration 17Q: 3 clusters Score -1139502 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1139593.125000 Penalty: 4671.692871
	Iteration 18Q: 3 clusters Score -1139593 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1139674.125000 Penalty: 4671.692871
	Iteration 19Q: 3 clusters Score -1139674 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1139749.000000 Penalty: 4671.692871
	Iteration 20F: 3 clusters Score -1139749 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1139832.375000 Penalty: 4671.692871
	Iteration 21Q: 3 clusters Score -1139832 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1139916.750000 Penalty: 4671.692871
	Iteration 22Q: 3 clusters Score -1139917 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1140009.750000 Penalty: 4671.692871
	Iteration 23Q: 3 clusters Score -1140010 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1140101.375000 Penalty: 4671.692871
	Iteration 24Q: 3 clusters Score -1140101 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1140192.000000 Penalty: 4671.692871
	Iteration 25Q: 3 clusters Score -1140192 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1140318.750000 Penalty: 4671.692871
	Iteration 26Q: 3 clusters Score -1140319 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1140472.375000 Penalty: 4671.692871
	Iteration 27Q: 3 clusters Score -1140472 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1140628.625000 Penalty: 4671.692871
	Iteration 28Q: 3 clusters Score -1140629 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1140774.625000 Penalty: 4671.692871
	Iteration 29Q: 3 clusters Score -1140775 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1140906.625000 Penalty: 4671.692871
	Iteration 30Q: 3 clusters Score -1140907 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1141016.125000 Penalty: 4671.692871
	Iteration 31Q: 3 clusters Score -1141016 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1141095.375000 Penalty: 4671.692871
	Iteration 32Q: 3 clusters Score -1141095 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1141156.875000 Penalty: 4671.692871
	Iteration 33Q: 3 clusters Score -1141157 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1141217.875000 Penalty: 4671.692871
	Iteration 34Q: 3 clusters Score -1141218 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1141284.500000 Penalty: 4671.692871
	Iteration 35Q: 3 clusters Score -1141284 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1141358.125000 Penalty: 4671.692871
	Iteration 36Q: 3 clusters Score -1141358 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1141463.375000 Penalty: 4671.692871
	Iteration 37Q: 3 clusters Score -1141463 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1141544.500000 Penalty: 4671.692871
	Iteration 38Q: 3 clusters Score -1141544 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1141610.375000 Penalty: 4671.692871
	Iteration 39Q: 3 clusters Score -1141610 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1141678.375000 Penalty: 4671.692871
	Iteration 40F: 3 clusters Score -1141678 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1141719.375000 Penalty: 4671.692871
	Iteration 41Q: 3 clusters Score -1141719 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1141742.750000 Penalty: 4671.692871
	Iteration 42Q: 3 clusters Score -1141743 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1141753.875000 Penalty: 4671.692871
	Iteration 43Q: 3 clusters Score -1141754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1141762.875000 Penalty: 4671.692871
	Iteration 44Q: 3 clusters Score -1141763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1141765.125000 Penalty: 4671.692871
	Iteration 45Q: 3 clusters Score -1141765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1141765.250000 Penalty: 4671.692871
	Iteration 46Q: 3 clusters Score -1141765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1141772.875000 Penalty: 4671.692871
	Iteration 47Q: 3 clusters Score -1141773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1141771.625000 Penalty: 4671.692871
	Iteration 48Q: 3 clusters Score -1141772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1141774.250000 Penalty: 4671.692871
	Iteration 49Q: 3 clusters Score -1141774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1141774.125000 Penalty: 4671.692871
	Iteration 50Q: 3 clusters Score -1141774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1141773.750000 Penalty: 4671.692871
	Iteration 51Q: 3 clusters Score -1141774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1141774.500000 Penalty: 4671.692871
	Iteration 52Q: 3 clusters Score -1141774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1141774.500000 Penalty: 4671.692871
	Iteration 53F: 3 clusters Score -1141774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Entering Unmasked Estep 
Score: -877846.375000 Penalty: 2258.365479
	Iteration 0F: 2 clusters Score -877846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -870799.750000 Penalty: 4516.730957
	Iteration 0F: 3 clusters Score -870799.8 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -872727.437500 Penalty: 4516.730957
	Iteration 1F: 3 clusters Score -872727.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -873038.937500 Penalty: 4516.730957
	Iteration 2F: 3 clusters Score -873038.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -873244.625000 Penalty: 4516.730957
	Iteration 3F: 3 clusters Score -873244.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -873414.125000 Penalty: 4516.730957
	Iteration 4Q: 3 clusters Score -873414.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -873579.687500 Penalty: 4516.730957
	Iteration 5Q: 3 clusters Score -873579.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -873772.312500 Penalty: 4516.730957
	Iteration 6Q: 3 clusters Score -873772.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -873984.687500 Penalty: 4516.730957
	Iteration 7Q: 3 clusters Score -873984.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -874252.562500 Penalty: 4516.730957
	Iteration 8Q: 3 clusters Score -874252.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -874566.625000 Penalty: 4516.730957
	Iteration 9Q: 3 clusters Score -874566.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -874869.250000 Penalty: 4516.730957
	Iteration 10Q: 3 clusters Score -874869.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -875152.187500 Penalty: 4516.730957
	Iteration 11Q: 3 clusters Score -875152.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -875382.437500 Penalty: 4516.730957
	Iteration 12Q: 3 clusters Score -875382.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -875537.625000 Penalty: 4516.730957
	Iteration 13Q: 3 clusters Score -875537.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -875640.812500 Penalty: 4516.730957
	Iteration 14Q: 3 clusters Score -875640.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -875695.312500 Penalty: 4516.730957
	Iteration 15Q: 3 clusters Score -875695.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -875732.125000 Penalty: 4516.730957
	Iteration 16Q: 3 clusters Score -875732.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -875756.750000 Penalty: 4516.730957
	Iteration 17Q: 3 clusters Score -875756.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -875786.812500 Penalty: 4516.730957
	Iteration 18Q: 3 clusters Score -875786.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -875798.187500 Penalty: 4516.730957
	Iteration 19Q: 3 clusters Score -875798.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -875803.500000 Penalty: 4516.730957
	Iteration 20F: 3 clusters Score -875803.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -875809.625000 Penalty: 4516.730957
	Iteration 21Q: 3 clusters Score -875809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -875811.812500 Penalty: 4516.730957
	Iteration 22Q: 3 clusters Score -875811.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -875813.250000 Penalty: 4516.730957
	Iteration 23Q: 3 clusters Score -875813.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -875814.250000 Penalty: 4516.730957
	Iteration 24Q: 3 clusters Score -875814.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -875813.875000 Penalty: 4516.730957
	Iteration 25Q: 3 clusters Score -875813.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -875813.875000 Penalty: 4516.730957
	Iteration 26F: 3 clusters Score -875813.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Entering Unmasked Estep 
Score: -797298.750000 Penalty: 2229.196533
	Iteration 0F: 2 clusters Score -797298.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -790906.500000 Penalty: 4458.393066
	Iteration 0F: 3 clusters Score -790906.5 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -792688.312500 Penalty: 4458.393066
	Iteration 1F: 3 clusters Score -792688.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -792960.437500 Penalty: 4458.393066
	Iteration 2F: 3 clusters Score -792960.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -793154.187500 Penalty: 4458.393066
	Iteration 3F: 3 clusters Score -793154.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -793312.750000 Penalty: 4458.393066
	Iteration 4Q: 3 clusters Score -793312.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -793445.187500 Penalty: 4458.393066
	Iteration 5Q: 3 clusters Score -793445.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -793565.187500 Penalty: 4458.393066
	Iteration 6Q: 3 clusters Score -793565.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -793675.437500 Penalty: 4458.393066
	Iteration 7Q: 3 clusters Score -793675.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -793787.312500 Penalty: 4458.393066
	Iteration 8Q: 3 clusters Score -793787.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -793904.000000 Penalty: 4458.393066
	Iteration 9Q: 3 clusters Score -793904 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -794015.750000 Penalty: 4458.393066
	Iteration 10Q: 3 clusters Score -794015.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -794146.250000 Penalty: 4458.393066
	Iteration 11Q: 3 clusters Score -794146.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -794287.062500 Penalty: 4458.393066
	Iteration 12Q: 3 clusters Score -794287.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -794401.562500 Penalty: 4458.393066
	Iteration 13Q: 3 clusters Score -794401.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -794520.125000 Penalty: 4458.393066
	Iteration 14Q: 3 clusters Score -794520.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -794618.750000 Penalty: 4458.393066
	Iteration 15Q: 3 clusters Score -794618.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -794690.562500 Penalty: 4458.393066
	Iteration 16Q: 3 clusters Score -794690.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -794756.562500 Penalty: 4458.393066
	Iteration 17Q: 3 clusters Score -794756.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -794825.875000 Penalty: 4458.393066
	Iteration 18Q: 3 clusters Score -794825.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -794881.250000 Penalty: 4458.393066
	Iteration 19Q: 3 clusters Score -794881.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -794923.687500 Penalty: 4458.393066
	Iteration 20F: 3 clusters Score -794923.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -794967.437500 Penalty: 4458.393066
	Iteration 21Q: 3 clusters Score -794967.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -795020.687500 Penalty: 4458.393066
	Iteration 22Q: 3 clusters Score -795020.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -795062.062500 Penalty: 4458.393066
	Iteration 23Q: 3 clusters Score -795062.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -795090.125000 Penalty: 4458.393066
	Iteration 24Q: 3 clusters Score -795090.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -795118.187500 Penalty: 4458.393066
	Iteration 25Q: 3 clusters Score -795118.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -795144.187500 Penalty: 4458.393066
	Iteration 26Q: 3 clusters Score -795144.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -795172.187500 Penalty: 4458.393066
	Iteration 27Q: 3 clusters Score -795172.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -795202.875000 Penalty: 4458.393066
	Iteration 28Q: 3 clusters Score -795202.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -795231.687500 Penalty: 4458.393066
	Iteration 29Q: 3 clusters Score -795231.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -795248.187500 Penalty: 4458.393066
	Iteration 30Q: 3 clusters Score -795248.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -795257.687500 Penalty: 4458.393066
	Iteration 31Q: 3 clusters Score -795257.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -795265.062500 Penalty: 4458.393066
	Iteration 32Q: 3 clusters Score -795265.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -795274.625000 Penalty: 4458.393066
	Iteration 33Q: 3 clusters Score -795274.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -795276.750000 Penalty: 4458.393066
	Iteration 34Q: 3 clusters Score -795276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -795279.250000 Penalty: 4458.393066
	Iteration 35Q: 3 clusters Score -795279.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -795282.375000 Penalty: 4458.393066
	Iteration 36Q: 3 clusters Score -795282.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -795286.750000 Penalty: 4458.393066
	Iteration 37Q: 3 clusters Score -795286.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -795291.375000 Penalty: 4458.393066
	Iteration 38Q: 3 clusters Score -795291.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -795295.500000 Penalty: 4458.393066
	Iteration 39Q: 3 clusters Score -795295.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -795298.500000 Penalty: 4458.393066
	Iteration 40F: 3 clusters Score -795298.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -795300.875000 Penalty: 4458.393066
	Iteration 41Q: 3 clusters Score -795300.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -795305.437500 Penalty: 4458.393066
	Iteration 42Q: 3 clusters Score -795305.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -795309.375000 Penalty: 4458.393066
	Iteration 43Q: 3 clusters Score -795309.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -795313.250000 Penalty: 4458.393066
	Iteration 44Q: 3 clusters Score -795313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -795317.312500 Penalty: 4458.393066
	Iteration 45Q: 3 clusters Score -795317.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -795316.875000 Penalty: 4458.393066
	Iteration 46Q: 3 clusters Score -795316.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -795318.562500 Penalty: 4458.393066
	Iteration 47Q: 3 clusters Score -795318.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -795317.937500 Penalty: 4458.393066
	Iteration 48Q: 3 clusters Score -795317.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -795318.937500 Penalty: 4458.393066
	Iteration 49Q: 3 clusters Score -795318.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -795320.250000 Penalty: 4458.393066
	Iteration 50Q: 3 clusters Score -795320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -795320.562500 Penalty: 4458.393066
	Iteration 51Q: 3 clusters Score -795320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -795321.500000 Penalty: 4458.393066
	Iteration 52Q: 3 clusters Score -795321.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -795322.000000 Penalty: 4458.393066
	Iteration 53Q: 3 clusters Score -795322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -795323.312500 Penalty: 4458.393066
	Iteration 54Q: 3 clusters Score -795323.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -795323.312500 Penalty: 4458.393066
	Iteration 55F: 3 clusters Score -795323.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Entering Unmasked Estep 
Score: -1195274.000000 Penalty: 2346.641846
	Iteration 0F: 2 clusters Score -1195274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1185740.875000 Penalty: 4693.283691
	Iteration 0F: 3 clusters Score -1185741 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1188823.500000 Penalty: 4693.283691
	Iteration 1F: 3 clusters Score -1188824 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1189375.000000 Penalty: 4693.283691
	Iteration 2F: 3 clusters Score -1189375 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1189922.375000 Penalty: 4693.283691
	Iteration 3F: 3 clusters Score -1189922 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1190392.375000 Penalty: 4693.283691
	Iteration 4F: 3 clusters Score -1190392 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1190800.250000 Penalty: 4693.283691
	Iteration 5F: 3 clusters Score -1190800 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1191137.250000 Penalty: 4693.283691
	Iteration 6Q: 3 clusters Score -1191137 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1191434.500000 Penalty: 4693.283691
	Iteration 7Q: 3 clusters Score -1191434 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1191715.375000 Penalty: 4693.283691
	Iteration 8Q: 3 clusters Score -1191715 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1192034.250000 Penalty: 4693.283691
	Iteration 9Q: 3 clusters Score -1192034 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1192433.625000 Penalty: 4693.283691
	Iteration 10Q: 3 clusters Score -1192434 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1192951.250000 Penalty: 4693.283691
	Iteration 11Q: 3 clusters Score -1192951 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1193522.500000 Penalty: 4693.283691
	Iteration 12Q: 3 clusters Score -1193522 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1193973.750000 Penalty: 4693.283691
	Iteration 13Q: 3 clusters Score -1193974 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1194261.250000 Penalty: 4693.283691
	Iteration 14Q: 3 clusters Score -1194261 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1194449.875000 Penalty: 4693.283691
	Iteration 15Q: 3 clusters Score -1194450 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1194583.375000 Penalty: 4693.283691
	Iteration 16Q: 3 clusters Score -1194583 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1194669.750000 Penalty: 4693.283691
	Iteration 17Q: 3 clusters Score -1194670 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1194735.500000 Penalty: 4693.283691
	Iteration 18Q: 3 clusters Score -1194736 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1194772.750000 Penalty: 4693.283691
	Iteration 19Q: 3 clusters Score -1194773 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1194794.625000 Penalty: 4693.283691
	Iteration 20F: 3 clusters Score -1194795 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1194809.750000 Penalty: 4693.283691
	Iteration 21Q: 3 clusters Score -1194810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1194821.875000 Penalty: 4693.283691
	Iteration 22Q: 3 clusters Score -1194822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1194827.000000 Penalty: 4693.283691
	Iteration 23Q: 3 clusters Score -1194827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1194833.875000 Penalty: 4693.283691
	Iteration 24Q: 3 clusters Score -1194834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1194837.375000 Penalty: 4693.283691
	Iteration 25Q: 3 clusters Score -1194837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1194837.875000 Penalty: 4693.283691
	Iteration 26Q: 3 clusters Score -1194838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1194839.625000 Penalty: 4693.283691
	Iteration 27Q: 3 clusters Score -1194840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1194842.875000 Penalty: 4693.283691
	Iteration 28Q: 3 clusters Score -1194843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1194840.875000 Penalty: 4693.283691
	Iteration 29Q: 3 clusters Score -1194841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1194839.875000 Penalty: 4693.283691
	Iteration 30Q: 3 clusters Score -1194840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1194843.125000 Penalty: 4693.283691
	Iteration 31Q: 3 clusters Score -1194843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1194844.000000 Penalty: 4693.283691
	Iteration 32Q: 3 clusters Score -1194844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1194846.250000 Penalty: 4693.283691
	Iteration 33Q: 3 clusters Score -1194846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1194843.125000 Penalty: 4693.283691
	Iteration 34Q: 3 clusters Score -1194843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1194842.000000 Penalty: 4693.283691
	Iteration 35Q: 3 clusters Score -1194842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1194843.125000 Penalty: 4693.283691
	Iteration 36Q: 3 clusters Score -1194843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1194843.125000 Penalty: 4693.283691
	Iteration 37F: 3 clusters Score -1194843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (306165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306165 members 
Entering Unmasked Estep 
Score: -29993850.000000 Penalty: 3132.706299
	Iteration 0F: 2 clusters Score -2.999385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152849 members 
Mstep: Class 2 contains 153316 members 
Entering Unmasked Estep 
Score: -29798338.000000 Penalty: 6265.412598
	Iteration 0F: 3 clusters Score -2.979834e+07 nChanged 148392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148753 members 
Mstep: Class 2 contains 157412 members 
Entering Unmasked Estep 
Score: -29885962.000000 Penalty: 6265.412598
	Iteration 1F: 3 clusters Score -2.988596e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145323 members 
Mstep: Class 2 contains 160842 members 
Entering Unmasked Estep 
Score: -29887168.000000 Penalty: 6265.412598
	Iteration 2Q: 3 clusters Score -2.988717e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139497 members 
Mstep: Class 2 contains 166668 members 
Entering Unmasked Estep 
Score: -29889356.000000 Penalty: 6265.412598
	Iteration 3Q: 3 clusters Score -2.988936e+07 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130003 members 
Mstep: Class 2 contains 176162 members 
Entering Unmasked Estep 
Score: -29893358.000000 Penalty: 6265.412598
	Iteration 4Q: 3 clusters Score -2.989336e+07 nChanged 16512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115433 members 
Mstep: Class 2 contains 190732 members 
Entering Unmasked Estep 
Score: -29901060.000000 Penalty: 6265.412598
	Iteration 5F: 3 clusters Score -2.990106e+07 nChanged 22342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94799 members 
Mstep: Class 2 contains 211366 members 
Entering Unmasked Estep 
Score: -29914106.000000 Penalty: 6265.412598
	Iteration 6F: 3 clusters Score -2.991411e+07 nChanged 26497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 236483 members 
Entering Unmasked Estep 
Score: -29932350.000000 Penalty: 6265.412598
	Iteration 7F: 3 clusters Score -2.993235e+07 nChanged 24666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 260231 members 
Entering Unmasked Estep 
Score: -29951246.000000 Penalty: 6265.412598
	Iteration 8F: 3 clusters Score -2.995125e+07 nChanged 18990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 278899 members 
Entering Unmasked Estep 
Score: -29966814.000000 Penalty: 6265.412598
	Iteration 9F: 3 clusters Score -2.996681e+07 nChanged 12693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 291538 members 
Entering Unmasked Estep 
Score: -29978050.000000 Penalty: 6265.412598
	Iteration 10Q: 3 clusters Score -2.997805e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 299380 members 
Entering Unmasked Estep 
Score: -29985150.000000 Penalty: 6265.412598
	Iteration 11Q: 3 clusters Score -2.998515e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 303308 members 
Entering Unmasked Estep 
Score: -29988750.000000 Penalty: 6265.412598
	Iteration 12Q: 3 clusters Score -2.998875e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 304890 members 
Entering Unmasked Estep 
Score: -29990062.000000 Penalty: 6265.412598
	Iteration 13Q: 3 clusters Score -2.999006e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 305415 members 
Entering Unmasked Estep 
Score: -29990560.000000 Penalty: 6265.412598
	Iteration 14Q: 3 clusters Score -2.999056e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 305597 members 
Entering Unmasked Estep 
Score: -29990760.000000 Penalty: 6265.412598
	Iteration 15Q: 3 clusters Score -2.999076e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 305688 members 
Entering Unmasked Estep 
Score: -29990856.000000 Penalty: 6265.412598
	Iteration 16Q: 3 clusters Score -2.999086e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 305724 members 
Entering Unmasked Estep 
Score: -29990912.000000 Penalty: 6265.412598
	Iteration 17Q: 3 clusters Score -2.999091e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 305740 members 
Entering Unmasked Estep 
Score: -29990928.000000 Penalty: 6265.412598
	Iteration 18Q: 3 clusters Score -2.999093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 305751 members 
Entering Unmasked Estep 
Score: -29990954.000000 Penalty: 6265.412598
	Iteration 19Q: 3 clusters Score -2.999095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 305756 members 
Entering Unmasked Estep 
Score: -29990946.000000 Penalty: 6265.412598
	Iteration 20F: 3 clusters Score -2.999095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 305762 members 
Entering Unmasked Estep 
Score: -29990964.000000 Penalty: 6265.412598
	Iteration 21Q: 3 clusters Score -2.999096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 305762 members 
Entering Unmasked Estep 
Score: -29990978.000000 Penalty: 6265.412598
	Iteration 22Q: 3 clusters Score -2.999098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 305764 members 
Entering Unmasked Estep 
Score: -29990990.000000 Penalty: 6265.412598
	Iteration 23Q: 3 clusters Score -2.999099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 305766 members 
Entering Unmasked Estep 
Score: -29990998.000000 Penalty: 6265.412598
	Iteration 24Q: 3 clusters Score -2.9991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 305765 members 
Entering Unmasked Estep 
Score: -29990992.000000 Penalty: 6265.412598
	Iteration 25Q: 3 clusters Score -2.999099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 305768 members 
Entering Unmasked Estep 
Score: -29991006.000000 Penalty: 6265.412598
	Iteration 26Q: 3 clusters Score -2.999101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 305769 members 
Entering Unmasked Estep 
Score: -29991002.000000 Penalty: 6265.412598
	Iteration 27Q: 3 clusters Score -2.9991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 305771 members 
Entering Unmasked Estep 
Score: -29991008.000000 Penalty: 6265.412598
	Iteration 28Q: 3 clusters Score -2.999101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 305771 members 
Entering Unmasked Estep 
Score: -29991014.000000 Penalty: 6265.412598
	Iteration 29Q: 3 clusters Score -2.999101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 305771 members 
Entering Unmasked Estep 
Score: -29991022.000000 Penalty: 6265.412598
	Iteration 30Q: 3 clusters Score -2.999102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 305772 members 
Entering Unmasked Estep 
Score: -29991000.000000 Penalty: 6265.412598
	Iteration 31Q: 3 clusters Score -2.9991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 305772 members 
Entering Unmasked Estep 
Score: -29991016.000000 Penalty: 6265.412598
	Iteration 32Q: 3 clusters Score -2.999102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 305771 members 
Entering Unmasked Estep 
Score: -29991016.000000 Penalty: 6265.412598
	Iteration 33Q: 3 clusters Score -2.999102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 305771 members 
Entering Unmasked Estep 
Score: -29991016.000000 Penalty: 6265.412598
	Iteration 34F: 3 clusters Score -2.999102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (217773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217773 members 
Entering Unmasked Estep 
Score: -21323364.000000 Penalty: 3048.219727
	Iteration 0F: 2 clusters Score -2.132336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108705 members 
Mstep: Class 2 contains 109068 members 
Entering Unmasked Estep 
Score: -21179168.000000 Penalty: 6096.439453
	Iteration 0F: 3 clusters Score -2.117917e+07 nChanged 105132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105471 members 
Mstep: Class 2 contains 112302 members 
Entering Unmasked Estep 
Score: -21240592.000000 Penalty: 6096.439453
	Iteration 1F: 3 clusters Score -2.124059e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103710 members 
Mstep: Class 2 contains 114063 members 
Entering Unmasked Estep 
Score: -21241504.000000 Penalty: 6096.439453
	Iteration 2Q: 3 clusters Score -2.12415e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100983 members 
Mstep: Class 2 contains 116790 members 
Entering Unmasked Estep 
Score: -21242860.000000 Penalty: 6096.439453
	Iteration 3Q: 3 clusters Score -2.124286e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96708 members 
Mstep: Class 2 contains 121065 members 
Entering Unmasked Estep 
Score: -21244562.000000 Penalty: 6096.439453
	Iteration 4Q: 3 clusters Score -2.124456e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90272 members 
Mstep: Class 2 contains 127501 members 
Entering Unmasked Estep 
Score: -21247758.000000 Penalty: 6096.439453
	Iteration 5Q: 3 clusters Score -2.124776e+07 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 136996 members 
Entering Unmasked Estep 
Score: -21253558.000000 Penalty: 6096.439453
	Iteration 6Q: 3 clusters Score -2.125356e+07 nChanged 13577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67854 members 
Mstep: Class 2 contains 149919 members 
Entering Unmasked Estep 
Score: -21262804.000000 Penalty: 6096.439453
	Iteration 7F: 3 clusters Score -2.12628e+07 nChanged 15792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 165245 members 
Entering Unmasked Estep 
Score: -21275512.000000 Penalty: 6096.439453
	Iteration 8F: 3 clusters Score -2.127551e+07 nChanged 15294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 180217 members 
Entering Unmasked Estep 
Score: -21288530.000000 Penalty: 6096.439453
	Iteration 9F: 3 clusters Score -2.128853e+07 nChanged 12400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 192381 members 
Entering Unmasked Estep 
Score: -21298966.000000 Penalty: 6096.439453
	Iteration 10F: 3 clusters Score -2.129897e+07 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 201062 members 
Entering Unmasked Estep 
Score: -21306468.000000 Penalty: 6096.439453
	Iteration 11Q: 3 clusters Score -2.130647e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 207044 members 
Entering Unmasked Estep 
Score: -21311432.000000 Penalty: 6096.439453
	Iteration 12Q: 3 clusters Score -2.131143e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 211163 members 
Entering Unmasked Estep 
Score: -21314828.000000 Penalty: 6096.439453
	Iteration 13Q: 3 clusters Score -2.131483e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 214038 members 
Entering Unmasked Estep 
Score: -21317416.000000 Penalty: 6096.439453
	Iteration 14Q: 3 clusters Score -2.131742e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 215864 members 
Entering Unmasked Estep 
Score: -21318964.000000 Penalty: 6096.439453
	Iteration 15Q: 3 clusters Score -2.131896e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 216766 members 
Entering Unmasked Estep 
Score: -21319784.000000 Penalty: 6096.439453
	Iteration 16Q: 3 clusters Score -2.131978e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 217147 members 
Entering Unmasked Estep 
Score: -21320158.000000 Penalty: 6096.439453
	Iteration 17Q: 3 clusters Score -2.132016e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 217316 members 
Entering Unmasked Estep 
Score: -21320392.000000 Penalty: 6096.439453
	Iteration 18Q: 3 clusters Score -2.132039e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 217388 members 
Entering Unmasked Estep 
Score: -21320464.000000 Penalty: 6096.439453
	Iteration 19Q: 3 clusters Score -2.132046e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 217423 members 
Entering Unmasked Estep 
Score: -21320520.000000 Penalty: 6096.439453
	Iteration 20F: 3 clusters Score -2.132052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 217442 members 
Entering Unmasked Estep 
Score: -21320536.000000 Penalty: 6096.439453
	Iteration 21Q: 3 clusters Score -2.132054e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 217458 members 
Entering Unmasked Estep 
Score: -21320574.000000 Penalty: 6096.439453
	Iteration 22Q: 3 clusters Score -2.132057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 217471 members 
Entering Unmasked Estep 
Score: -21320588.000000 Penalty: 6096.439453
	Iteration 23Q: 3 clusters Score -2.132059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 217478 members 
Entering Unmasked Estep 
Score: -21320606.000000 Penalty: 6096.439453
	Iteration 24Q: 3 clusters Score -2.132061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 217486 members 
Entering Unmasked Estep 
Score: -21320636.000000 Penalty: 6096.439453
	Iteration 25Q: 3 clusters Score -2.132064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 217491 members 
Entering Unmasked Estep 
Score: -21320636.000000 Penalty: 6096.439453
	Iteration 26Q: 3 clusters Score -2.132064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 217492 members 
Entering Unmasked Estep 
Score: -21320628.000000 Penalty: 6096.439453
	Iteration 27Q: 3 clusters Score -2.132063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 217494 members 
Entering Unmasked Estep 
Score: -21320636.000000 Penalty: 6096.439453
	Iteration 28Q: 3 clusters Score -2.132064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 217498 members 
Entering Unmasked Estep 
Score: -21320622.000000 Penalty: 6096.439453
	Iteration 29Q: 3 clusters Score -2.132062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 217503 members 
Entering Unmasked Estep 
Score: -21320666.000000 Penalty: 6096.439453
	Iteration 30Q: 3 clusters Score -2.132067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 217503 members 
Entering Unmasked Estep 
Score: -21320662.000000 Penalty: 6096.439453
	Iteration 31Q: 3 clusters Score -2.132066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 217503 members 
Entering Unmasked Estep 
Score: -21320662.000000 Penalty: 6096.439453
	Iteration 32F: 3 clusters Score -2.132066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1022514.437500 Penalty: 2310.135010
	Iteration 0F: 2 clusters Score -1022514 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 5576 members 
Entering Unmasked Estep 
Score: -1014186.000000 Penalty: 4620.270020
	Iteration 0F: 3 clusters Score -1014186 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1016750.937500 Penalty: 4620.270020
	Iteration 1F: 3 clusters Score -1016751 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1017247.125000 Penalty: 4620.270020
	Iteration 2F: 3 clusters Score -1017247 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1017652.562500 Penalty: 4620.270020
	Iteration 3F: 3 clusters Score -1017653 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1018039.625000 Penalty: 4620.270020
	Iteration 4F: 3 clusters Score -1018040 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1018378.125000 Penalty: 4620.270020
	Iteration 5F: 3 clusters Score -1018378 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1018650.437500 Penalty: 4620.270020
	Iteration 6Q: 3 clusters Score -1018650 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1018854.937500 Penalty: 4620.270020
	Iteration 7Q: 3 clusters Score -1018855 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1019086.312500 Penalty: 4620.270020
	Iteration 8Q: 3 clusters Score -1019086 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1019337.875000 Penalty: 4620.270020
	Iteration 9Q: 3 clusters Score -1019338 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1019585.062500 Penalty: 4620.270020
	Iteration 10Q: 3 clusters Score -1019585 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1019869.312500 Penalty: 4620.270020
	Iteration 11Q: 3 clusters Score -1019869 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1020130.937500 Penalty: 4620.270020
	Iteration 12Q: 3 clusters Score -1020131 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1020398.562500 Penalty: 4620.270020
	Iteration 13Q: 3 clusters Score -1020399 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1020645.312500 Penalty: 4620.270020
	Iteration 14Q: 3 clusters Score -1020645 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1020855.000000 Penalty: 4620.270020
	Iteration 15Q: 3 clusters Score -1020855 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1021063.312500 Penalty: 4620.270020
	Iteration 16Q: 3 clusters Score -1021063 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1021250.062500 Penalty: 4620.270020
	Iteration 17Q: 3 clusters Score -1021250 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1021360.750000 Penalty: 4620.270020
	Iteration 18Q: 3 clusters Score -1021361 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1021404.187500 Penalty: 4620.270020
	Iteration 19Q: 3 clusters Score -1021404 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1021441.375000 Penalty: 4620.270020
	Iteration 20F: 3 clusters Score -1021441 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1021471.937500 Penalty: 4620.270020
	Iteration 21Q: 3 clusters Score -1021472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1021487.625000 Penalty: 4620.270020
	Iteration 22Q: 3 clusters Score -1021488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1021502.437500 Penalty: 4620.270020
	Iteration 23Q: 3 clusters Score -1021502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1021515.750000 Penalty: 4620.270020
	Iteration 24Q: 3 clusters Score -1021516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1021527.500000 Penalty: 4620.270020
	Iteration 25Q: 3 clusters Score -1021528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1021548.250000 Penalty: 4620.270020
	Iteration 26Q: 3 clusters Score -1021548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1021578.062500 Penalty: 4620.270020
	Iteration 27Q: 3 clusters Score -1021578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1021637.062500 Penalty: 4620.270020
	Iteration 28Q: 3 clusters Score -1021637 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1021758.937500 Penalty: 4620.270020
	Iteration 29Q: 3 clusters Score -1021759 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1021924.937500 Penalty: 4620.270020
	Iteration 30Q: 3 clusters Score -1021925 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1022041.875000 Penalty: 4620.270020
	Iteration 31Q: 3 clusters Score -1022042 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1022081.687500 Penalty: 4620.270020
	Iteration 32Q: 3 clusters Score -1022082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1022106.687500 Penalty: 4620.270020
	Iteration 33Q: 3 clusters Score -1022107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1022116.750000 Penalty: 4620.270020
	Iteration 34Q: 3 clusters Score -1022117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1022122.000000 Penalty: 4620.270020
	Iteration 35Q: 3 clusters Score -1022122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1022124.000000 Penalty: 4620.270020
	Iteration 36Q: 3 clusters Score -1022124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1022129.875000 Penalty: 4620.270020
	Iteration 37Q: 3 clusters Score -1022130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1022134.125000 Penalty: 4620.270020
	Iteration 38Q: 3 clusters Score -1022134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1022134.687500 Penalty: 4620.270020
	Iteration 39Q: 3 clusters Score -1022135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1022137.750000 Penalty: 4620.270020
	Iteration 40F: 3 clusters Score -1022138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1022139.625000 Penalty: 4620.270020
	Iteration 41Q: 3 clusters Score -1022140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1022138.500000 Penalty: 4620.270020
	Iteration 42Q: 3 clusters Score -1022138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1022138.875000 Penalty: 4620.270020
	Iteration 43Q: 3 clusters Score -1022139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1022138.875000 Penalty: 4620.270020
	Iteration 44F: 3 clusters Score -1022139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Entering Unmasked Estep 
Score: -1210638.000000 Penalty: 2350.827881
	Iteration 0F: 2 clusters Score -1210638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1200995.375000 Penalty: 4701.655762
	Iteration 0F: 3 clusters Score -1200995 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1203942.500000 Penalty: 4701.655762
	Iteration 1F: 3 clusters Score -1203942 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1204330.750000 Penalty: 4701.655762
	Iteration 2F: 3 clusters Score -1204331 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1204690.625000 Penalty: 4701.655762
	Iteration 3F: 3 clusters Score -1204691 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1205018.375000 Penalty: 4701.655762
	Iteration 4F: 3 clusters Score -1205018 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1205375.750000 Penalty: 4701.655762
	Iteration 5Q: 3 clusters Score -1205376 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1205862.250000 Penalty: 4701.655762
	Iteration 6F: 3 clusters Score -1205862 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1206387.500000 Penalty: 4701.655762
	Iteration 7F: 3 clusters Score -1206388 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1206891.375000 Penalty: 4701.655762
	Iteration 8F: 3 clusters Score -1206891 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1207330.250000 Penalty: 4701.655762
	Iteration 9Q: 3 clusters Score -1207330 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1207693.250000 Penalty: 4701.655762
	Iteration 10Q: 3 clusters Score -1207693 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1207958.500000 Penalty: 4701.655762
	Iteration 11Q: 3 clusters Score -1207958 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1208171.625000 Penalty: 4701.655762
	Iteration 12Q: 3 clusters Score -1208172 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1208333.250000 Penalty: 4701.655762
	Iteration 13Q: 3 clusters Score -1208333 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1208488.000000 Penalty: 4701.655762
	Iteration 14Q: 3 clusters Score -1208488 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1208657.750000 Penalty: 4701.655762
	Iteration 15Q: 3 clusters Score -1208658 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1208877.750000 Penalty: 4701.655762
	Iteration 16Q: 3 clusters Score -1208878 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1209066.375000 Penalty: 4701.655762
	Iteration 17Q: 3 clusters Score -1209066 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1209197.625000 Penalty: 4701.655762
	Iteration 18Q: 3 clusters Score -1209198 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1209275.250000 Penalty: 4701.655762
	Iteration 19Q: 3 clusters Score -1209275 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1209334.625000 Penalty: 4701.655762
	Iteration 20F: 3 clusters Score -1209335 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1209376.375000 Penalty: 4701.655762
	Iteration 21Q: 3 clusters Score -1209376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1209404.125000 Penalty: 4701.655762
	Iteration 22Q: 3 clusters Score -1209404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1209426.875000 Penalty: 4701.655762
	Iteration 23Q: 3 clusters Score -1209427 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1209439.750000 Penalty: 4701.655762
	Iteration 24Q: 3 clusters Score -1209440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1209454.250000 Penalty: 4701.655762
	Iteration 25Q: 3 clusters Score -1209454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1209472.250000 Penalty: 4701.655762
	Iteration 26Q: 3 clusters Score -1209472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1209493.250000 Penalty: 4701.655762
	Iteration 27Q: 3 clusters Score -1209493 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1209505.125000 Penalty: 4701.655762
	Iteration 28Q: 3 clusters Score -1209505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1209514.625000 Penalty: 4701.655762
	Iteration 29Q: 3 clusters Score -1209515 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1209518.000000 Penalty: 4701.655762
	Iteration 30Q: 3 clusters Score -1209518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1209527.000000 Penalty: 4701.655762
	Iteration 31Q: 3 clusters Score -1209527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1209532.500000 Penalty: 4701.655762
	Iteration 32Q: 3 clusters Score -1209532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1209535.250000 Penalty: 4701.655762
	Iteration 33Q: 3 clusters Score -1209535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1209539.500000 Penalty: 4701.655762
	Iteration 34Q: 3 clusters Score -1209540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1209539.125000 Penalty: 4701.655762
	Iteration 35Q: 3 clusters Score -1209539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1209541.375000 Penalty: 4701.655762
	Iteration 36Q: 3 clusters Score -1209541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1209542.750000 Penalty: 4701.655762
	Iteration 37Q: 3 clusters Score -1209543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1209545.125000 Penalty: 4701.655762
	Iteration 38Q: 3 clusters Score -1209545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1209543.875000 Penalty: 4701.655762
	Iteration 39Q: 3 clusters Score -1209544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1209544.750000 Penalty: 4701.655762
	Iteration 40F: 3 clusters Score -1209545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1209543.875000 Penalty: 4701.655762
	Iteration 41Q: 3 clusters Score -1209544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1209544.000000 Penalty: 4701.655762
	Iteration 42Q: 3 clusters Score -1209544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1209544.500000 Penalty: 4701.655762
	Iteration 43Q: 3 clusters Score -1209544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1209549.375000 Penalty: 4701.655762
	Iteration 44Q: 3 clusters Score -1209549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1209550.000000 Penalty: 4701.655762
	Iteration 45Q: 3 clusters Score -1209550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1209551.125000 Penalty: 4701.655762
	Iteration 46Q: 3 clusters Score -1209551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1209550.750000 Penalty: 4701.655762
	Iteration 47Q: 3 clusters Score -1209551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1209550.875000 Penalty: 4701.655762
	Iteration 48Q: 3 clusters Score -1209551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1209550.500000 Penalty: 4701.655762
	Iteration 49Q: 3 clusters Score -1209550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1209549.125000 Penalty: 4701.655762
	Iteration 50Q: 3 clusters Score -1209549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1209550.125000 Penalty: 4701.655762
	Iteration 51Q: 3 clusters Score -1209550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1209550.750000 Penalty: 4701.655762
	Iteration 52Q: 3 clusters Score -1209551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1209552.750000 Penalty: 4701.655762
	Iteration 53Q: 3 clusters Score -1209553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1209557.000000 Penalty: 4701.655762
	Iteration 54Q: 3 clusters Score -1209557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1209557.500000 Penalty: 4701.655762
	Iteration 55Q: 3 clusters Score -1209558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1209558.000000 Penalty: 4701.655762
	Iteration 56Q: 3 clusters Score -1209558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1209558.750000 Penalty: 4701.655762
	Iteration 57Q: 3 clusters Score -1209559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1209558.750000 Penalty: 4701.655762
	Iteration 58F: 3 clusters Score -1209559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Entering Unmasked Estep 
Score: -1720281.250000 Penalty: 2426.285156
	Iteration 0F: 2 clusters Score -1720281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1707722.500000 Penalty: 4852.570312
	Iteration 0F: 3 clusters Score -1707722 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1711885.250000 Penalty: 4852.570312
	Iteration 1F: 3 clusters Score -1711885 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1712285.375000 Penalty: 4852.570312
	Iteration 2F: 3 clusters Score -1712285 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1712619.625000 Penalty: 4852.570312
	Iteration 3Q: 3 clusters Score -1712620 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1712953.875000 Penalty: 4852.570312
	Iteration 4Q: 3 clusters Score -1712954 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1713310.375000 Penalty: 4852.570312
	Iteration 5Q: 3 clusters Score -1713310 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1713685.375000 Penalty: 4852.570312
	Iteration 6Q: 3 clusters Score -1713685 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1714096.500000 Penalty: 4852.570312
	Iteration 7Q: 3 clusters Score -1714096 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1714592.250000 Penalty: 4852.570312
	Iteration 8Q: 3 clusters Score -1714592 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1715170.125000 Penalty: 4852.570312
	Iteration 9Q: 3 clusters Score -1715170 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1715779.625000 Penalty: 4852.570312
	Iteration 10Q: 3 clusters Score -1715780 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1716419.125000 Penalty: 4852.570312
	Iteration 11Q: 3 clusters Score -1716419 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1716925.500000 Penalty: 4852.570312
	Iteration 12Q: 3 clusters Score -1716926 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1717379.000000 Penalty: 4852.570312
	Iteration 13Q: 3 clusters Score -1717379 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1717660.625000 Penalty: 4852.570312
	Iteration 14Q: 3 clusters Score -1717661 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1717857.500000 Penalty: 4852.570312
	Iteration 15Q: 3 clusters Score -1717858 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -1717981.500000 Penalty: 4852.570312
	Iteration 16Q: 3 clusters Score -1717982 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1718058.750000 Penalty: 4852.570312
	Iteration 17Q: 3 clusters Score -1718059 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1718110.500000 Penalty: 4852.570312
	Iteration 18Q: 3 clusters Score -1718110 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1718158.625000 Penalty: 4852.570312
	Iteration 19Q: 3 clusters Score -1718159 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1718176.500000 Penalty: 4852.570312
	Iteration 20F: 3 clusters Score -1718176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1718190.125000 Penalty: 4852.570312
	Iteration 21Q: 3 clusters Score -1718190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1718200.375000 Penalty: 4852.570312
	Iteration 22Q: 3 clusters Score -1718200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1718202.500000 Penalty: 4852.570312
	Iteration 23Q: 3 clusters Score -1718202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1718213.625000 Penalty: 4852.570312
	Iteration 24Q: 3 clusters Score -1718214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1718222.125000 Penalty: 4852.570312
	Iteration 25Q: 3 clusters Score -1718222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1718234.875000 Penalty: 4852.570312
	Iteration 26Q: 3 clusters Score -1718235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1718241.375000 Penalty: 4852.570312
	Iteration 27Q: 3 clusters Score -1718241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -1718245.500000 Penalty: 4852.570312
	Iteration 28Q: 3 clusters Score -1718246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1718249.875000 Penalty: 4852.570312
	Iteration 29Q: 3 clusters Score -1718250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -1718252.250000 Penalty: 4852.570312
	Iteration 30Q: 3 clusters Score -1718252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -1718261.625000 Penalty: 4852.570312
	Iteration 31Q: 3 clusters Score -1718262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1718269.875000 Penalty: 4852.570312
	Iteration 32Q: 3 clusters Score -1718270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1718278.750000 Penalty: 4852.570312
	Iteration 33Q: 3 clusters Score -1718279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1718276.500000 Penalty: 4852.570312
	Iteration 34Q: 3 clusters Score -1718276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1718278.000000 Penalty: 4852.570312
	Iteration 35Q: 3 clusters Score -1718278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1718281.625000 Penalty: 4852.570312
	Iteration 36Q: 3 clusters Score -1718282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -1718280.875000 Penalty: 4852.570312
	Iteration 37Q: 3 clusters Score -1718281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1718283.125000 Penalty: 4852.570312
	Iteration 38Q: 3 clusters Score -1718283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1718282.875000 Penalty: 4852.570312
	Iteration 39Q: 3 clusters Score -1718283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -1718285.500000 Penalty: 4852.570312
	Iteration 40F: 3 clusters Score -1718286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1718287.000000 Penalty: 4852.570312
	Iteration 41Q: 3 clusters Score -1718287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1718287.000000 Penalty: 4852.570312
	Iteration 42Q: 3 clusters Score -1718287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1718289.375000 Penalty: 4852.570312
	Iteration 43Q: 3 clusters Score -1718289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1718289.375000 Penalty: 4852.570312
	Iteration 44F: 3 clusters Score -1718289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Entering Unmasked Estep 
Score: -657649.562500 Penalty: 2198.772217
	Iteration 0F: 2 clusters Score -657649.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -651837.625000 Penalty: 4397.544434
	Iteration 0F: 3 clusters Score -651837.6 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -653329.375000 Penalty: 4397.544434
	Iteration 1F: 3 clusters Score -653329.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -653573.500000 Penalty: 4397.544434
	Iteration 2F: 3 clusters Score -653573.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -653790.687500 Penalty: 4397.544434
	Iteration 3F: 3 clusters Score -653790.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -653972.062500 Penalty: 4397.544434
	Iteration 4Q: 3 clusters Score -653972.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -654151.312500 Penalty: 4397.544434
	Iteration 5Q: 3 clusters Score -654151.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -654297.562500 Penalty: 4397.544434
	Iteration 6Q: 3 clusters Score -654297.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -654419.625000 Penalty: 4397.544434
	Iteration 7Q: 3 clusters Score -654419.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -654542.562500 Penalty: 4397.544434
	Iteration 8Q: 3 clusters Score -654542.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -654655.437500 Penalty: 4397.544434
	Iteration 9Q: 3 clusters Score -654655.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -654791.625000 Penalty: 4397.544434
	Iteration 10Q: 3 clusters Score -654791.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -654967.375000 Penalty: 4397.544434
	Iteration 11Q: 3 clusters Score -654967.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -655162.437500 Penalty: 4397.544434
	Iteration 12Q: 3 clusters Score -655162.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -655341.375000 Penalty: 4397.544434
	Iteration 13Q: 3 clusters Score -655341.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -655482.687500 Penalty: 4397.544434
	Iteration 14Q: 3 clusters Score -655482.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -655586.000000 Penalty: 4397.544434
	Iteration 15Q: 3 clusters Score -655586 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -655672.687500 Penalty: 4397.544434
	Iteration 16Q: 3 clusters Score -655672.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -655732.250000 Penalty: 4397.544434
	Iteration 17Q: 3 clusters Score -655732.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -655775.625000 Penalty: 4397.544434
	Iteration 18Q: 3 clusters Score -655775.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -655810.000000 Penalty: 4397.544434
	Iteration 19Q: 3 clusters Score -655810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -655836.875000 Penalty: 4397.544434
	Iteration 20F: 3 clusters Score -655836.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -655852.125000 Penalty: 4397.544434
	Iteration 21Q: 3 clusters Score -655852.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -655865.062500 Penalty: 4397.544434
	Iteration 22Q: 3 clusters Score -655865.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -655876.437500 Penalty: 4397.544434
	Iteration 23Q: 3 clusters Score -655876.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -655890.187500 Penalty: 4397.544434
	Iteration 24Q: 3 clusters Score -655890.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -655897.250000 Penalty: 4397.544434
	Iteration 25Q: 3 clusters Score -655897.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -655905.562500 Penalty: 4397.544434
	Iteration 26Q: 3 clusters Score -655905.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -655907.125000 Penalty: 4397.544434
	Iteration 27Q: 3 clusters Score -655907.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -655909.187500 Penalty: 4397.544434
	Iteration 28Q: 3 clusters Score -655909.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -655912.250000 Penalty: 4397.544434
	Iteration 29Q: 3 clusters Score -655912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -655917.187500 Penalty: 4397.544434
	Iteration 30Q: 3 clusters Score -655917.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -655920.000000 Penalty: 4397.544434
	Iteration 31Q: 3 clusters Score -655920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -655922.750000 Penalty: 4397.544434
	Iteration 32Q: 3 clusters Score -655922.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -655925.687500 Penalty: 4397.544434
	Iteration 33Q: 3 clusters Score -655925.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -655927.062500 Penalty: 4397.544434
	Iteration 34Q: 3 clusters Score -655927.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -655929.187500 Penalty: 4397.544434
	Iteration 35Q: 3 clusters Score -655929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -655929.000000 Penalty: 4397.544434
	Iteration 36Q: 3 clusters Score -655929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -655929.000000 Penalty: 4397.544434
	Iteration 37F: 3 clusters Score -655929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (63297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Entering Unmasked Estep 
Score: -6145543.500000 Penalty: 2741.787109
	Iteration 0F: 2 clusters Score -6145544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -6102761.000000 Penalty: 5483.574219
	Iteration 0F: 3 clusters Score -6102761 nChanged 29573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -6119525.500000 Penalty: 5483.574219
	Iteration 1F: 3 clusters Score -6119526 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -6120344.500000 Penalty: 5483.574219
	Iteration 2Q: 3 clusters Score -6120344 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -6121543.500000 Penalty: 5483.574219
	Iteration 3Q: 3 clusters Score -6121544 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -6123521.500000 Penalty: 5483.574219
	Iteration 4F: 3 clusters Score -6123522 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -6126456.000000 Penalty: 5483.574219
	Iteration 5F: 3 clusters Score -6126456 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -6130766.000000 Penalty: 5483.574219
	Iteration 6F: 3 clusters Score -6130766 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -6135938.500000 Penalty: 5483.574219
	Iteration 7F: 3 clusters Score -6135938 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -6140062.000000 Penalty: 5483.574219
	Iteration 8F: 3 clusters Score -6140062 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -6141914.500000 Penalty: 5483.574219
	Iteration 9Q: 3 clusters Score -6141914 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -6142621.000000 Penalty: 5483.574219
	Iteration 10Q: 3 clusters Score -6142621 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -6143052.000000 Penalty: 5483.574219
	Iteration 11Q: 3 clusters Score -6143052 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -6143350.000000 Penalty: 5483.574219
	Iteration 12Q: 3 clusters Score -6143350 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -6143634.000000 Penalty: 5483.574219
	Iteration 13Q: 3 clusters Score -6143634 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -6143839.500000 Penalty: 5483.574219
	Iteration 14Q: 3 clusters Score -6143840 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -6143955.500000 Penalty: 5483.574219
	Iteration 15Q: 3 clusters Score -6143956 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -6144027.000000 Penalty: 5483.574219
	Iteration 16Q: 3 clusters Score -6144027 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -6144112.500000 Penalty: 5483.574219
	Iteration 17Q: 3 clusters Score -6144112 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -6144180.500000 Penalty: 5483.574219
	Iteration 18Q: 3 clusters Score -6144180 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -6144233.000000 Penalty: 5483.574219
	Iteration 19Q: 3 clusters Score -6144233 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -6144283.500000 Penalty: 5483.574219
	Iteration 20F: 3 clusters Score -6144284 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -6144310.500000 Penalty: 5483.574219
	Iteration 21Q: 3 clusters Score -6144310 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -6144346.000000 Penalty: 5483.574219
	Iteration 22Q: 3 clusters Score -6144346 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -6144364.500000 Penalty: 5483.574219
	Iteration 23Q: 3 clusters Score -6144364 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -6144386.500000 Penalty: 5483.574219
	Iteration 24Q: 3 clusters Score -6144386 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -6144414.500000 Penalty: 5483.574219
	Iteration 25Q: 3 clusters Score -6144414 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -6144422.500000 Penalty: 5483.574219
	Iteration 26Q: 3 clusters Score -6144422 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -6144438.500000 Penalty: 5483.574219
	Iteration 27Q: 3 clusters Score -6144438 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -6144455.000000 Penalty: 5483.574219
	Iteration 28Q: 3 clusters Score -6144455 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -6144445.000000 Penalty: 5483.574219
	Iteration 29Q: 3 clusters Score -6144445 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -6144483.500000 Penalty: 5483.574219
	Iteration 30Q: 3 clusters Score -6144484 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -6144494.500000 Penalty: 5483.574219
	Iteration 31Q: 3 clusters Score -6144494 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -6144486.500000 Penalty: 5483.574219
	Iteration 32Q: 3 clusters Score -6144486 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -6144509.000000 Penalty: 5483.574219
	Iteration 33Q: 3 clusters Score -6144509 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -6144539.000000 Penalty: 5483.574219
	Iteration 34Q: 3 clusters Score -6144539 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -6144537.000000 Penalty: 5483.574219
	Iteration 35Q: 3 clusters Score -6144537 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -6144558.500000 Penalty: 5483.574219
	Iteration 36Q: 3 clusters Score -6144558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -6144547.000000 Penalty: 5483.574219
	Iteration 37Q: 3 clusters Score -6144547 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -6144567.000000 Penalty: 5483.574219
	Iteration 38Q: 3 clusters Score -6144567 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -6144560.500000 Penalty: 5483.574219
	Iteration 39Q: 3 clusters Score -6144560 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55942 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -6144580.500000 Penalty: 5483.574219
	Iteration 40F: 3 clusters Score -6144580 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -6144588.000000 Penalty: 5483.574219
	Iteration 41Q: 3 clusters Score -6144588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -6144590.500000 Penalty: 5483.574219
	Iteration 42Q: 3 clusters Score -6144590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56085 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -6144594.500000 Penalty: 5483.574219
	Iteration 43Q: 3 clusters Score -6144594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -6144588.500000 Penalty: 5483.574219
	Iteration 44Q: 3 clusters Score -6144588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -6144600.500000 Penalty: 5483.574219
	Iteration 45Q: 3 clusters Score -6144600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56189 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -6144599.000000 Penalty: 5483.574219
	Iteration 46Q: 3 clusters Score -6144599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -6144608.500000 Penalty: 5483.574219
	Iteration 47Q: 3 clusters Score -6144608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -6144601.000000 Penalty: 5483.574219
	Iteration 48Q: 3 clusters Score -6144601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56276 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -6144602.000000 Penalty: 5483.574219
	Iteration 49Q: 3 clusters Score -6144602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -6144602.000000 Penalty: 5483.574219
	Iteration 50Q: 3 clusters Score -6144602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56327 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -6144626.500000 Penalty: 5483.574219
	Iteration 51Q: 3 clusters Score -6144626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -6144620.000000 Penalty: 5483.574219
	Iteration 52Q: 3 clusters Score -6144620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -6144614.500000 Penalty: 5483.574219
	Iteration 53Q: 3 clusters Score -6144614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -6144614.500000 Penalty: 5483.574219
	Iteration 54Q: 3 clusters Score -6144614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -6144616.000000 Penalty: 5483.574219
	Iteration 55Q: 3 clusters Score -6144616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -6144604.500000 Penalty: 5483.574219
	Iteration 56Q: 3 clusters Score -6144604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -6144617.000000 Penalty: 5483.574219
	Iteration 57Q: 3 clusters Score -6144617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -6144620.000000 Penalty: 5483.574219
	Iteration 58Q: 3 clusters Score -6144620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -6144627.500000 Penalty: 5483.574219
	Iteration 59Q: 3 clusters Score -6144628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -6144620.000000 Penalty: 5483.574219
	Iteration 60F: 3 clusters Score -6144620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -6144615.000000 Penalty: 5483.574219
	Iteration 61Q: 3 clusters Score -6144615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56478 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -6144627.000000 Penalty: 5483.574219
	Iteration 62Q: 3 clusters Score -6144627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56488 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -6144618.500000 Penalty: 5483.574219
	Iteration 63Q: 3 clusters Score -6144618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -6144620.000000 Penalty: 5483.574219
	Iteration 64Q: 3 clusters Score -6144620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -6144624.500000 Penalty: 5483.574219
	Iteration 65Q: 3 clusters Score -6144624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -6144629.000000 Penalty: 5483.574219
	Iteration 66Q: 3 clusters Score -6144629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -6144632.000000 Penalty: 5483.574219
	Iteration 67Q: 3 clusters Score -6144632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -6144632.500000 Penalty: 5483.574219
	Iteration 68Q: 3 clusters Score -6144632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -6144646.000000 Penalty: 5483.574219
	Iteration 69Q: 3 clusters Score -6144646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -6144643.000000 Penalty: 5483.574219
	Iteration 70Q: 3 clusters Score -6144643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -6144634.500000 Penalty: 5483.574219
	Iteration 71Q: 3 clusters Score -6144634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -6144629.000000 Penalty: 5483.574219
	Iteration 72Q: 3 clusters Score -6144629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56642 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -6144617.500000 Penalty: 5483.574219
	Iteration 73Q: 3 clusters Score -6144618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -6144621.000000 Penalty: 5483.574219
	Iteration 74Q: 3 clusters Score -6144621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56663 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -6144620.500000 Penalty: 5483.574219
	Iteration 75Q: 3 clusters Score -6144620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56674 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -6144624.000000 Penalty: 5483.574219
	Iteration 76Q: 3 clusters Score -6144624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -6144614.000000 Penalty: 5483.574219
	Iteration 77Q: 3 clusters Score -6144614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -6144610.000000 Penalty: 5483.574219
	Iteration 78Q: 3 clusters Score -6144610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -6144605.000000 Penalty: 5483.574219
	Iteration 79Q: 3 clusters Score -6144605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -6144605.000000 Penalty: 5483.574219
	Iteration 80F: 3 clusters Score -6144605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -6144602.000000 Penalty: 5483.574219
	Iteration 81Q: 3 clusters Score -6144602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -6144600.500000 Penalty: 5483.574219
	Iteration 82Q: 3 clusters Score -6144600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -6144598.500000 Penalty: 5483.574219
	Iteration 83Q: 3 clusters Score -6144598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -6144602.500000 Penalty: 5483.574219
	Iteration 84Q: 3 clusters Score -6144602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -6144605.000000 Penalty: 5483.574219
	Iteration 85Q: 3 clusters Score -6144605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -6144608.500000 Penalty: 5483.574219
	Iteration 86Q: 3 clusters Score -6144608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -6144621.000000 Penalty: 5483.574219
	Iteration 87Q: 3 clusters Score -6144621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -6144613.500000 Penalty: 5483.574219
	Iteration 88Q: 3 clusters Score -6144614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56752 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -6144617.000000 Penalty: 5483.574219
	Iteration 89Q: 3 clusters Score -6144617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -6144614.000000 Penalty: 5483.574219
	Iteration 90Q: 3 clusters Score -6144614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -6144614.000000 Penalty: 5483.574219
	Iteration 91F: 3 clusters Score -6144614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (128000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128000 members 
Entering Unmasked Estep 
Score: -12419644.000000 Penalty: 2916.426758
	Iteration 0F: 2 clusters Score -1.241964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -12334074.000000 Penalty: 5832.853516
	Iteration 0F: 3 clusters Score -1.233407e+07 nChanged 60763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66586 members 
Mstep: Class 2 contains 61414 members 
Entering Unmasked Estep 
Score: -12368952.000000 Penalty: 5832.853516
	Iteration 1F: 3 clusters Score -1.236895e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68337 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -12369968.000000 Penalty: 5832.853516
	Iteration 2Q: 3 clusters Score -1.236997e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -12371213.000000 Penalty: 5832.853516
	Iteration 3Q: 3 clusters Score -1.237121e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -12373167.000000 Penalty: 5832.853516
	Iteration 4Q: 3 clusters Score -1.237317e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80442 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -12376140.000000 Penalty: 5832.853516
	Iteration 5F: 3 clusters Score -1.237614e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -12380950.000000 Penalty: 5832.853516
	Iteration 6F: 3 clusters Score -1.238095e+07 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97251 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -12388585.000000 Penalty: 5832.853516
	Iteration 7F: 3 clusters Score -1.238858e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107428 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -12397885.000000 Penalty: 5832.853516
	Iteration 8F: 3 clusters Score -1.239788e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116201 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -12406270.000000 Penalty: 5832.853516
	Iteration 9F: 3 clusters Score -1.240627e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122115 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -12411826.000000 Penalty: 5832.853516
	Iteration 10Q: 3 clusters Score -1.241183e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125304 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -12414646.000000 Penalty: 5832.853516
	Iteration 11Q: 3 clusters Score -1.241465e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126752 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -12415940.000000 Penalty: 5832.853516
	Iteration 12Q: 3 clusters Score -1.241594e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127341 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -12416497.000000 Penalty: 5832.853516
	Iteration 13Q: 3 clusters Score -1.24165e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127557 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -12416766.000000 Penalty: 5832.853516
	Iteration 14Q: 3 clusters Score -1.241677e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127636 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -12416862.000000 Penalty: 5832.853516
	Iteration 15Q: 3 clusters Score -1.241686e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127669 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -12416919.000000 Penalty: 5832.853516
	Iteration 16Q: 3 clusters Score -1.241692e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127686 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -12416950.000000 Penalty: 5832.853516
	Iteration 17Q: 3 clusters Score -1.241695e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127700 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -12417008.000000 Penalty: 5832.853516
	Iteration 18Q: 3 clusters Score -1.241701e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127708 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -12417048.000000 Penalty: 5832.853516
	Iteration 19Q: 3 clusters Score -1.241705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127716 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12417048.000000 Penalty: 5832.853516
	Iteration 20F: 3 clusters Score -1.241705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127721 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12417073.000000 Penalty: 5832.853516
	Iteration 21Q: 3 clusters Score -1.241707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127720 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -12417089.000000 Penalty: 5832.853516
	Iteration 22Q: 3 clusters Score -1.241709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127724 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12417092.000000 Penalty: 5832.853516
	Iteration 23Q: 3 clusters Score -1.241709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127727 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -12417099.000000 Penalty: 5832.853516
	Iteration 24Q: 3 clusters Score -1.24171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127728 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -12417103.000000 Penalty: 5832.853516
	Iteration 25Q: 3 clusters Score -1.24171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127730 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12417100.000000 Penalty: 5832.853516
	Iteration 26Q: 3 clusters Score -1.24171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127729 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12417108.000000 Penalty: 5832.853516
	Iteration 27Q: 3 clusters Score -1.241711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127730 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12417110.000000 Penalty: 5832.853516
	Iteration 28Q: 3 clusters Score -1.241711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127730 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12417110.000000 Penalty: 5832.853516
	Iteration 29F: 3 clusters Score -1.241711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Entering Unmasked Estep 
Score: -385814.531250 Penalty: 2062.199951
	Iteration 0F: 2 clusters Score -385814.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -381848.281250 Penalty: 4124.399902
	Iteration 0F: 3 clusters Score -381848.3 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -382720.437500 Penalty: 4124.399902
	Iteration 1F: 3 clusters Score -382720.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -382896.906250 Penalty: 4124.399902
	Iteration 2F: 3 clusters Score -382896.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -383014.687500 Penalty: 4124.399902
	Iteration 3Q: 3 clusters Score -383014.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -383075.250000 Penalty: 4124.399902
	Iteration 4Q: 3 clusters Score -383075.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -383127.187500 Penalty: 4124.399902
	Iteration 5Q: 3 clusters Score -383127.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -383182.000000 Penalty: 4124.399902
	Iteration 6Q: 3 clusters Score -383182 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -383220.875000 Penalty: 4124.399902
	Iteration 7Q: 3 clusters Score -383220.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -383252.343750 Penalty: 4124.399902
	Iteration 8Q: 3 clusters Score -383252.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -383272.656250 Penalty: 4124.399902
	Iteration 9Q: 3 clusters Score -383272.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -383294.843750 Penalty: 4124.399902
	Iteration 10Q: 3 clusters Score -383294.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -383313.625000 Penalty: 4124.399902
	Iteration 11Q: 3 clusters Score -383313.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -383331.625000 Penalty: 4124.399902
	Iteration 12Q: 3 clusters Score -383331.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -383343.531250 Penalty: 4124.399902
	Iteration 13Q: 3 clusters Score -383343.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -383354.437500 Penalty: 4124.399902
	Iteration 14Q: 3 clusters Score -383354.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -383364.656250 Penalty: 4124.399902
	Iteration 15Q: 3 clusters Score -383364.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -383373.218750 Penalty: 4124.399902
	Iteration 16Q: 3 clusters Score -383373.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -383380.312500 Penalty: 4124.399902
	Iteration 17Q: 3 clusters Score -383380.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -383387.031250 Penalty: 4124.399902
	Iteration 18Q: 3 clusters Score -383387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -383391.531250 Penalty: 4124.399902
	Iteration 19Q: 3 clusters Score -383391.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -383398.812500 Penalty: 4124.399902
	Iteration 20F: 3 clusters Score -383398.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -383405.843750 Penalty: 4124.399902
	Iteration 21Q: 3 clusters Score -383405.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -383412.718750 Penalty: 4124.399902
	Iteration 22Q: 3 clusters Score -383412.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -383421.906250 Penalty: 4124.399902
	Iteration 23Q: 3 clusters Score -383421.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -383431.406250 Penalty: 4124.399902
	Iteration 24Q: 3 clusters Score -383431.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -383443.812500 Penalty: 4124.399902
	Iteration 25Q: 3 clusters Score -383443.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -383454.343750 Penalty: 4124.399902
	Iteration 26Q: 3 clusters Score -383454.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -383460.031250 Penalty: 4124.399902
	Iteration 27Q: 3 clusters Score -383460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -383470.000000 Penalty: 4124.399902
	Iteration 28Q: 3 clusters Score -383470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -383480.437500 Penalty: 4124.399902
	Iteration 29Q: 3 clusters Score -383480.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -383493.125000 Penalty: 4124.399902
	Iteration 30Q: 3 clusters Score -383493.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -383508.843750 Penalty: 4124.399902
	Iteration 31Q: 3 clusters Score -383508.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -383526.156250 Penalty: 4124.399902
	Iteration 32Q: 3 clusters Score -383526.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -383550.000000 Penalty: 4124.399902
	Iteration 33Q: 3 clusters Score -383550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -383575.531250 Penalty: 4124.399902
	Iteration 34Q: 3 clusters Score -383575.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -383606.531250 Penalty: 4124.399902
	Iteration 35Q: 3 clusters Score -383606.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -383637.843750 Penalty: 4124.399902
	Iteration 36Q: 3 clusters Score -383637.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -383664.062500 Penalty: 4124.399902
	Iteration 37Q: 3 clusters Score -383664.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -383687.062500 Penalty: 4124.399902
	Iteration 38Q: 3 clusters Score -383687.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -383712.250000 Penalty: 4124.399902
	Iteration 39Q: 3 clusters Score -383712.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -383746.281250 Penalty: 4124.399902
	Iteration 40F: 3 clusters Score -383746.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -383784.343750 Penalty: 4124.399902
	Iteration 41Q: 3 clusters Score -383784.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -383819.468750 Penalty: 4124.399902
	Iteration 42Q: 3 clusters Score -383819.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -383850.125000 Penalty: 4124.399902
	Iteration 43Q: 3 clusters Score -383850.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -383877.625000 Penalty: 4124.399902
	Iteration 44Q: 3 clusters Score -383877.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -383913.812500 Penalty: 4124.399902
	Iteration 45Q: 3 clusters Score -383913.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -383943.406250 Penalty: 4124.399902
	Iteration 46Q: 3 clusters Score -383943.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -383975.250000 Penalty: 4124.399902
	Iteration 47Q: 3 clusters Score -383975.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -384005.250000 Penalty: 4124.399902
	Iteration 48Q: 3 clusters Score -384005.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -384037.625000 Penalty: 4124.399902
	Iteration 49Q: 3 clusters Score -384037.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -384060.093750 Penalty: 4124.399902
	Iteration 50Q: 3 clusters Score -384060.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -384083.250000 Penalty: 4124.399902
	Iteration 51Q: 3 clusters Score -384083.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -384104.312500 Penalty: 4124.399902
	Iteration 52Q: 3 clusters Score -384104.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -384121.906250 Penalty: 4124.399902
	Iteration 53Q: 3 clusters Score -384121.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -384136.625000 Penalty: 4124.399902
	Iteration 54Q: 3 clusters Score -384136.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -384144.125000 Penalty: 4124.399902
	Iteration 55Q: 3 clusters Score -384144.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -384150.625000 Penalty: 4124.399902
	Iteration 56Q: 3 clusters Score -384150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -384154.312500 Penalty: 4124.399902
	Iteration 57Q: 3 clusters Score -384154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -384156.656250 Penalty: 4124.399902
	Iteration 58Q: 3 clusters Score -384156.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -384158.125000 Penalty: 4124.399902
	Iteration 59Q: 3 clusters Score -384158.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -384161.375000 Penalty: 4124.399902
	Iteration 60F: 3 clusters Score -384161.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -384168.375000 Penalty: 4124.399902
	Iteration 61Q: 3 clusters Score -384168.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -384172.250000 Penalty: 4124.399902
	Iteration 62Q: 3 clusters Score -384172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -384172.875000 Penalty: 4124.399902
	Iteration 63Q: 3 clusters Score -384172.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -384172.875000 Penalty: 4124.399902
	Iteration 64F: 3 clusters Score -384172.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Entering Unmasked Estep 
Score: -1474572.750000 Penalty: 2393.538574
	Iteration 0F: 2 clusters Score -1474573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1463382.000000 Penalty: 4787.077148
	Iteration 0F: 3 clusters Score -1463382 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1467327.750000 Penalty: 4787.077148
	Iteration 1F: 3 clusters Score -1467328 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1468014.625000 Penalty: 4787.077148
	Iteration 2F: 3 clusters Score -1468015 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1468749.250000 Penalty: 4787.077148
	Iteration 3F: 3 clusters Score -1468749 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1469544.125000 Penalty: 4787.077148
	Iteration 4F: 3 clusters Score -1469544 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1470272.750000 Penalty: 4787.077148
	Iteration 5F: 3 clusters Score -1470273 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1470895.625000 Penalty: 4787.077148
	Iteration 6F: 3 clusters Score -1470896 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1471372.750000 Penalty: 4787.077148
	Iteration 7Q: 3 clusters Score -1471373 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1471750.750000 Penalty: 4787.077148
	Iteration 8Q: 3 clusters Score -1471751 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1472052.500000 Penalty: 4787.077148
	Iteration 9Q: 3 clusters Score -1472052 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1472297.625000 Penalty: 4787.077148
	Iteration 10Q: 3 clusters Score -1472298 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1472532.625000 Penalty: 4787.077148
	Iteration 11Q: 3 clusters Score -1472533 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1472759.375000 Penalty: 4787.077148
	Iteration 12Q: 3 clusters Score -1472759 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1472943.500000 Penalty: 4787.077148
	Iteration 13Q: 3 clusters Score -1472944 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1473125.625000 Penalty: 4787.077148
	Iteration 14Q: 3 clusters Score -1473126 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1473299.750000 Penalty: 4787.077148
	Iteration 15Q: 3 clusters Score -1473300 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1473437.750000 Penalty: 4787.077148
	Iteration 16Q: 3 clusters Score -1473438 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1473551.125000 Penalty: 4787.077148
	Iteration 17Q: 3 clusters Score -1473551 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1473656.125000 Penalty: 4787.077148
	Iteration 18Q: 3 clusters Score -1473656 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1473727.125000 Penalty: 4787.077148
	Iteration 19Q: 3 clusters Score -1473727 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1473776.750000 Penalty: 4787.077148
	Iteration 20F: 3 clusters Score -1473777 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1473815.500000 Penalty: 4787.077148
	Iteration 21Q: 3 clusters Score -1473816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1473838.500000 Penalty: 4787.077148
	Iteration 22Q: 3 clusters Score -1473838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1473855.750000 Penalty: 4787.077148
	Iteration 23Q: 3 clusters Score -1473856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1473865.625000 Penalty: 4787.077148
	Iteration 24Q: 3 clusters Score -1473866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1473866.125000 Penalty: 4787.077148
	Iteration 25Q: 3 clusters Score -1473866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1473867.750000 Penalty: 4787.077148
	Iteration 26Q: 3 clusters Score -1473868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1473871.875000 Penalty: 4787.077148
	Iteration 27Q: 3 clusters Score -1473872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1473873.750000 Penalty: 4787.077148
	Iteration 28Q: 3 clusters Score -1473874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1473872.750000 Penalty: 4787.077148
	Iteration 29Q: 3 clusters Score -1473873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1473872.750000 Penalty: 4787.077148
	Iteration 30F: 3 clusters Score -1473873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (228014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228014 members 
Entering Unmasked Estep 
Score: -22445710.000000 Penalty: 3059.616211
	Iteration 0F: 2 clusters Score -2.244571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113991 members 
Mstep: Class 2 contains 114023 members 
Entering Unmasked Estep 
Score: -22293210.000000 Penalty: 6119.232422
	Iteration 0F: 3 clusters Score -2.229321e+07 nChanged 109931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116220 members 
Mstep: Class 2 contains 111794 members 
Entering Unmasked Estep 
Score: -22357870.000000 Penalty: 6119.232422
	Iteration 1F: 3 clusters Score -2.235787e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118028 members 
Mstep: Class 2 contains 109986 members 
Entering Unmasked Estep 
Score: -22359558.000000 Penalty: 6119.232422
	Iteration 2Q: 3 clusters Score -2.235956e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121003 members 
Mstep: Class 2 contains 107011 members 
Entering Unmasked Estep 
Score: -22361552.000000 Penalty: 6119.232422
	Iteration 3Q: 3 clusters Score -2.236155e+07 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125652 members 
Mstep: Class 2 contains 102362 members 
Entering Unmasked Estep 
Score: -22364920.000000 Penalty: 6119.232422
	Iteration 4Q: 3 clusters Score -2.236492e+07 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132451 members 
Mstep: Class 2 contains 95563 members 
Entering Unmasked Estep 
Score: -22369678.000000 Penalty: 6119.232422
	Iteration 5Q: 3 clusters Score -2.236968e+07 nChanged 13355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141612 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -22376176.000000 Penalty: 6119.232422
	Iteration 6F: 3 clusters Score -2.237618e+07 nChanged 14988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153340 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -22384958.000000 Penalty: 6119.232422
	Iteration 7F: 3 clusters Score -2.238496e+07 nChanged 15608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166656 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -22394802.000000 Penalty: 6119.232422
	Iteration 8F: 3 clusters Score -2.23948e+07 nChanged 14951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180431 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -22405476.000000 Penalty: 6119.232422
	Iteration 9F: 3 clusters Score -2.240548e+07 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193346 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -22415254.000000 Penalty: 6119.232422
	Iteration 10F: 3 clusters Score -2.241525e+07 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204585 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -22423572.000000 Penalty: 6119.232422
	Iteration 11Q: 3 clusters Score -2.242357e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213681 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -22431036.000000 Penalty: 6119.232422
	Iteration 12Q: 3 clusters Score -2.243104e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220265 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -22436876.000000 Penalty: 6119.232422
	Iteration 13Q: 3 clusters Score -2.243688e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224148 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -22440410.000000 Penalty: 6119.232422
	Iteration 14Q: 3 clusters Score -2.244041e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225945 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -22441886.000000 Penalty: 6119.232422
	Iteration 15Q: 3 clusters Score -2.244189e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226732 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -22442430.000000 Penalty: 6119.232422
	Iteration 16Q: 3 clusters Score -2.244243e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227068 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -22442822.000000 Penalty: 6119.232422
	Iteration 17Q: 3 clusters Score -2.244282e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227219 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -22442974.000000 Penalty: 6119.232422
	Iteration 18Q: 3 clusters Score -2.244297e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227279 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -22443050.000000 Penalty: 6119.232422
	Iteration 19Q: 3 clusters Score -2.244305e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227318 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -22443082.000000 Penalty: 6119.232422
	Iteration 20F: 3 clusters Score -2.244308e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227332 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -22443124.000000 Penalty: 6119.232422
	Iteration 21Q: 3 clusters Score -2.244312e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227344 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -22443142.000000 Penalty: 6119.232422
	Iteration 22Q: 3 clusters Score -2.244314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227348 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -22443154.000000 Penalty: 6119.232422
	Iteration 23Q: 3 clusters Score -2.244315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227353 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -22443170.000000 Penalty: 6119.232422
	Iteration 24Q: 3 clusters Score -2.244317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227358 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -22443176.000000 Penalty: 6119.232422
	Iteration 25Q: 3 clusters Score -2.244318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227362 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -22443192.000000 Penalty: 6119.232422
	Iteration 26Q: 3 clusters Score -2.244319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227368 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -22443174.000000 Penalty: 6119.232422
	Iteration 27Q: 3 clusters Score -2.244317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227373 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -22443188.000000 Penalty: 6119.232422
	Iteration 28Q: 3 clusters Score -2.244319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227376 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -22443204.000000 Penalty: 6119.232422
	Iteration 29Q: 3 clusters Score -2.24432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227379 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -22443206.000000 Penalty: 6119.232422
	Iteration 30Q: 3 clusters Score -2.244321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227378 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -22443212.000000 Penalty: 6119.232422
	Iteration 31Q: 3 clusters Score -2.244321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227374 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -22443212.000000 Penalty: 6119.232422
	Iteration 32Q: 3 clusters Score -2.244321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227373 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -22443224.000000 Penalty: 6119.232422
	Iteration 33Q: 3 clusters Score -2.244322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227376 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -22443224.000000 Penalty: 6119.232422
	Iteration 34Q: 3 clusters Score -2.244322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227377 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -22443234.000000 Penalty: 6119.232422
	Iteration 35Q: 3 clusters Score -2.244323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227380 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -22443218.000000 Penalty: 6119.232422
	Iteration 36Q: 3 clusters Score -2.244322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227384 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -22443222.000000 Penalty: 6119.232422
	Iteration 37Q: 3 clusters Score -2.244322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227388 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -22443218.000000 Penalty: 6119.232422
	Iteration 38Q: 3 clusters Score -2.244322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227388 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -22443218.000000 Penalty: 6119.232422
	Iteration 39F: 3 clusters Score -2.244322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Entering Unmasked Estep 
Score: -1204245.000000 Penalty: 2351.244629
	Iteration 0F: 2 clusters Score -1204245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1194592.250000 Penalty: 4702.489258
	Iteration 0F: 3 clusters Score -1194592 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1197620.250000 Penalty: 4702.489258
	Iteration 1F: 3 clusters Score -1197620 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1198028.250000 Penalty: 4702.489258
	Iteration 2F: 3 clusters Score -1198028 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1198339.875000 Penalty: 4702.489258
	Iteration 3F: 3 clusters Score -1198340 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1198602.250000 Penalty: 4702.489258
	Iteration 4Q: 3 clusters Score -1198602 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1198809.750000 Penalty: 4702.489258
	Iteration 5Q: 3 clusters Score -1198810 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1198992.375000 Penalty: 4702.489258
	Iteration 6Q: 3 clusters Score -1198992 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1199137.500000 Penalty: 4702.489258
	Iteration 7Q: 3 clusters Score -1199138 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1199283.500000 Penalty: 4702.489258
	Iteration 8Q: 3 clusters Score -1199284 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1199418.375000 Penalty: 4702.489258
	Iteration 9Q: 3 clusters Score -1199418 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1199537.000000 Penalty: 4702.489258
	Iteration 10Q: 3 clusters Score -1199537 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1199619.125000 Penalty: 4702.489258
	Iteration 11Q: 3 clusters Score -1199619 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1199687.375000 Penalty: 4702.489258
	Iteration 12Q: 3 clusters Score -1199687 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1199750.250000 Penalty: 4702.489258
	Iteration 13Q: 3 clusters Score -1199750 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1199808.375000 Penalty: 4702.489258
	Iteration 14Q: 3 clusters Score -1199808 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1199869.750000 Penalty: 4702.489258
	Iteration 15Q: 3 clusters Score -1199870 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1199932.000000 Penalty: 4702.489258
	Iteration 16Q: 3 clusters Score -1199932 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1199991.875000 Penalty: 4702.489258
	Iteration 17Q: 3 clusters Score -1199992 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1200066.625000 Penalty: 4702.489258
	Iteration 18Q: 3 clusters Score -1200067 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1200151.750000 Penalty: 4702.489258
	Iteration 19Q: 3 clusters Score -1200152 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1200238.750000 Penalty: 4702.489258
	Iteration 20F: 3 clusters Score -1200239 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1200337.250000 Penalty: 4702.489258
	Iteration 21Q: 3 clusters Score -1200337 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1200446.250000 Penalty: 4702.489258
	Iteration 22Q: 3 clusters Score -1200446 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1200569.000000 Penalty: 4702.489258
	Iteration 23Q: 3 clusters Score -1200569 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1200703.375000 Penalty: 4702.489258
	Iteration 24Q: 3 clusters Score -1200703 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1200869.500000 Penalty: 4702.489258
	Iteration 25Q: 3 clusters Score -1200870 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1201089.875000 Penalty: 4702.489258
	Iteration 26Q: 3 clusters Score -1201090 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1201303.125000 Penalty: 4702.489258
	Iteration 27Q: 3 clusters Score -1201303 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1201518.750000 Penalty: 4702.489258
	Iteration 28Q: 3 clusters Score -1201519 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1201702.625000 Penalty: 4702.489258
	Iteration 29Q: 3 clusters Score -1201703 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1201848.625000 Penalty: 4702.489258
	Iteration 30Q: 3 clusters Score -1201849 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1201982.250000 Penalty: 4702.489258
	Iteration 31Q: 3 clusters Score -1201982 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1202099.125000 Penalty: 4702.489258
	Iteration 32Q: 3 clusters Score -1202099 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1202158.250000 Penalty: 4702.489258
	Iteration 33Q: 3 clusters Score -1202158 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1202214.875000 Penalty: 4702.489258
	Iteration 34Q: 3 clusters Score -1202215 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1202251.875000 Penalty: 4702.489258
	Iteration 35Q: 3 clusters Score -1202252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1202284.000000 Penalty: 4702.489258
	Iteration 36Q: 3 clusters Score -1202284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1202308.750000 Penalty: 4702.489258
	Iteration 37Q: 3 clusters Score -1202309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1202331.250000 Penalty: 4702.489258
	Iteration 38Q: 3 clusters Score -1202331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1202351.750000 Penalty: 4702.489258
	Iteration 39Q: 3 clusters Score -1202352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1202363.500000 Penalty: 4702.489258
	Iteration 40F: 3 clusters Score -1202364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1202363.875000 Penalty: 4702.489258
	Iteration 41Q: 3 clusters Score -1202364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1202366.250000 Penalty: 4702.489258
	Iteration 42Q: 3 clusters Score -1202366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1202368.375000 Penalty: 4702.489258
	Iteration 43Q: 3 clusters Score -1202368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1202371.125000 Penalty: 4702.489258
	Iteration 44Q: 3 clusters Score -1202371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1202376.000000 Penalty: 4702.489258
	Iteration 45Q: 3 clusters Score -1202376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1202376.875000 Penalty: 4702.489258
	Iteration 46Q: 3 clusters Score -1202377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1202379.125000 Penalty: 4702.489258
	Iteration 47Q: 3 clusters Score -1202379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1202382.000000 Penalty: 4702.489258
	Iteration 48Q: 3 clusters Score -1202382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1202387.500000 Penalty: 4702.489258
	Iteration 49Q: 3 clusters Score -1202388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1202389.250000 Penalty: 4702.489258
	Iteration 50Q: 3 clusters Score -1202389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1202390.375000 Penalty: 4702.489258
	Iteration 51Q: 3 clusters Score -1202390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1202396.625000 Penalty: 4702.489258
	Iteration 52Q: 3 clusters Score -1202397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1202397.750000 Penalty: 4702.489258
	Iteration 53Q: 3 clusters Score -1202398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1202401.875000 Penalty: 4702.489258
	Iteration 54Q: 3 clusters Score -1202402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1202409.375000 Penalty: 4702.489258
	Iteration 55Q: 3 clusters Score -1202409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1202415.750000 Penalty: 4702.489258
	Iteration 56Q: 3 clusters Score -1202416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1202418.500000 Penalty: 4702.489258
	Iteration 57Q: 3 clusters Score -1202418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1202424.125000 Penalty: 4702.489258
	Iteration 58Q: 3 clusters Score -1202424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1202426.875000 Penalty: 4702.489258
	Iteration 59Q: 3 clusters Score -1202427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1202429.625000 Penalty: 4702.489258
	Iteration 60F: 3 clusters Score -1202430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1202434.750000 Penalty: 4702.489258
	Iteration 61Q: 3 clusters Score -1202435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1202439.625000 Penalty: 4702.489258
	Iteration 62Q: 3 clusters Score -1202440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1202440.500000 Penalty: 4702.489258
	Iteration 63Q: 3 clusters Score -1202440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1202441.250000 Penalty: 4702.489258
	Iteration 64Q: 3 clusters Score -1202441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1202447.000000 Penalty: 4702.489258
	Iteration 65Q: 3 clusters Score -1202447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1202449.000000 Penalty: 4702.489258
	Iteration 66Q: 3 clusters Score -1202449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1202452.875000 Penalty: 4702.489258
	Iteration 67Q: 3 clusters Score -1202453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1202452.000000 Penalty: 4702.489258
	Iteration 68Q: 3 clusters Score -1202452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1202453.500000 Penalty: 4702.489258
	Iteration 69Q: 3 clusters Score -1202454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1202453.500000 Penalty: 4702.489258
	Iteration 70F: 3 clusters Score -1202454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -923359.312500 Penalty: 2277.095947
	Iteration 0F: 2 clusters Score -923359.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -915861.062500 Penalty: 4554.191895
	Iteration 0F: 3 clusters Score -915861.1 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -918027.875000 Penalty: 4554.191895
	Iteration 1F: 3 clusters Score -918027.9 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -918446.375000 Penalty: 4554.191895
	Iteration 2F: 3 clusters Score -918446.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -918813.937500 Penalty: 4554.191895
	Iteration 3F: 3 clusters Score -918813.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -919187.812500 Penalty: 4554.191895
	Iteration 4F: 3 clusters Score -919187.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -919590.750000 Penalty: 4554.191895
	Iteration 5F: 3 clusters Score -919590.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -920038.187500 Penalty: 4554.191895
	Iteration 6F: 3 clusters Score -920038.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -920462.625000 Penalty: 4554.191895
	Iteration 7F: 3 clusters Score -920462.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -920816.812500 Penalty: 4554.191895
	Iteration 8F: 3 clusters Score -920816.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -921105.625000 Penalty: 4554.191895
	Iteration 9Q: 3 clusters Score -921105.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -921317.000000 Penalty: 4554.191895
	Iteration 10Q: 3 clusters Score -921317 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -921540.875000 Penalty: 4554.191895
	Iteration 11Q: 3 clusters Score -921540.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -921724.937500 Penalty: 4554.191895
	Iteration 12Q: 3 clusters Score -921724.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -921868.687500 Penalty: 4554.191895
	Iteration 13Q: 3 clusters Score -921868.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -922005.062500 Penalty: 4554.191895
	Iteration 14Q: 3 clusters Score -922005.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -922144.875000 Penalty: 4554.191895
	Iteration 15Q: 3 clusters Score -922144.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -922260.937500 Penalty: 4554.191895
	Iteration 16Q: 3 clusters Score -922260.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -922353.562500 Penalty: 4554.191895
	Iteration 17Q: 3 clusters Score -922353.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -922421.687500 Penalty: 4554.191895
	Iteration 18Q: 3 clusters Score -922421.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -922471.312500 Penalty: 4554.191895
	Iteration 19Q: 3 clusters Score -922471.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -922510.187500 Penalty: 4554.191895
	Iteration 20F: 3 clusters Score -922510.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -922538.625000 Penalty: 4554.191895
	Iteration 21Q: 3 clusters Score -922538.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -922569.562500 Penalty: 4554.191895
	Iteration 22Q: 3 clusters Score -922569.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -922603.937500 Penalty: 4554.191895
	Iteration 23Q: 3 clusters Score -922603.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -922632.500000 Penalty: 4554.191895
	Iteration 24Q: 3 clusters Score -922632.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -922655.500000 Penalty: 4554.191895
	Iteration 25Q: 3 clusters Score -922655.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -922670.375000 Penalty: 4554.191895
	Iteration 26Q: 3 clusters Score -922670.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -922683.000000 Penalty: 4554.191895
	Iteration 27Q: 3 clusters Score -922683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -922693.312500 Penalty: 4554.191895
	Iteration 28Q: 3 clusters Score -922693.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -922700.750000 Penalty: 4554.191895
	Iteration 29Q: 3 clusters Score -922700.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -922708.187500 Penalty: 4554.191895
	Iteration 30Q: 3 clusters Score -922708.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -922716.375000 Penalty: 4554.191895
	Iteration 31Q: 3 clusters Score -922716.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -922721.812500 Penalty: 4554.191895
	Iteration 32Q: 3 clusters Score -922721.8 nChanged 15
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: -922730.937500 Penalty: 4554.191895
	Iteration 33Q: 3 clusters Score -922730.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -922744.375000 Penalty: 4554.191895
	Iteration 34Q: 3 clusters Score -922744.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -922753.687500 Penalty: 4554.191895
	Iteration 35Q: 3 clusters Score -922753.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -922762.562500 Penalty: 4554.191895
	Iteration 36Q: 3 clusters Score -922762.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -922769.375000 Penalty: 4554.191895
	Iteration 37Q: 3 clusters Score -922769.4 nChanged 12
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: -922778.875000 Penalty: 4554.191895
	Iteration 38Q: 3 clusters Score -922778.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -922784.062500 Penalty: 4554.191895
	Iteration 39Q: 3 clusters Score -922784.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -922787.375000 Penalty: 4554.191895
	Iteration 40F: 3 clusters Score -922787.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -922786.250000 Penalty: 4554.191895
	Iteration 41Q: 3 clusters Score -922786.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -922786.250000 Penalty: 4554.191895
	Iteration 42F: 3 clusters Score -922786.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Entering Unmasked Estep 
Score: -1482006.750000 Penalty: 2404.768555
	Iteration 0F: 2 clusters Score -1482007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1470434.250000 Penalty: 4809.537109
	Iteration 0F: 3 clusters Score -1470434 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1474350.000000 Penalty: 4809.537109
	Iteration 1F: 3 clusters Score -1474350 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1475150.750000 Penalty: 4809.537109
	Iteration 2F: 3 clusters Score -1475151 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1476026.875000 Penalty: 4809.537109
	Iteration 3F: 3 clusters Score -1476027 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1476911.250000 Penalty: 4809.537109
	Iteration 4F: 3 clusters Score -1476911 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1477737.125000 Penalty: 4809.537109
	Iteration 5F: 3 clusters Score -1477737 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1478448.000000 Penalty: 4809.537109
	Iteration 6F: 3 clusters Score -1478448 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1479049.250000 Penalty: 4809.537109
	Iteration 7F: 3 clusters Score -1479049 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1479525.250000 Penalty: 4809.537109
	Iteration 8Q: 3 clusters Score -1479525 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1479912.750000 Penalty: 4809.537109
	Iteration 9Q: 3 clusters Score -1479913 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1480257.000000 Penalty: 4809.537109
	Iteration 10Q: 3 clusters Score -1480257 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1480478.125000 Penalty: 4809.537109
	Iteration 11Q: 3 clusters Score -1480478 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1480602.500000 Penalty: 4809.537109
	Iteration 12Q: 3 clusters Score -1480602 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1480686.875000 Penalty: 4809.537109
	Iteration 13Q: 3 clusters Score -1480687 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1480742.125000 Penalty: 4809.537109
	Iteration 14Q: 3 clusters Score -1480742 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1480802.375000 Penalty: 4809.537109
	Iteration 15Q: 3 clusters Score -1480802 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1480837.625000 Penalty: 4809.537109
	Iteration 16Q: 3 clusters Score -1480838 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1480873.125000 Penalty: 4809.537109
	Iteration 17Q: 3 clusters Score -1480873 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1480913.250000 Penalty: 4809.537109
	Iteration 18Q: 3 clusters Score -1480913 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1480954.750000 Penalty: 4809.537109
	Iteration 19Q: 3 clusters Score -1480955 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1480997.125000 Penalty: 4809.537109
	Iteration 20F: 3 clusters Score -1480997 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1481020.375000 Penalty: 4809.537109
	Iteration 21Q: 3 clusters Score -1481020 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1481047.625000 Penalty: 4809.537109
	Iteration 22Q: 3 clusters Score -1481048 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1481063.125000 Penalty: 4809.537109
	Iteration 23Q: 3 clusters Score -1481063 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1481081.125000 Penalty: 4809.537109
	Iteration 24Q: 3 clusters Score -1481081 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1481100.375000 Penalty: 4809.537109
	Iteration 25Q: 3 clusters Score -1481100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1481117.000000 Penalty: 4809.537109
	Iteration 26Q: 3 clusters Score -1481117 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1481130.000000 Penalty: 4809.537109
	Iteration 27Q: 3 clusters Score -1481130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1481139.250000 Penalty: 4809.537109
	Iteration 28Q: 3 clusters Score -1481139 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1481143.750000 Penalty: 4809.537109
	Iteration 29Q: 3 clusters Score -1481144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1481154.000000 Penalty: 4809.537109
	Iteration 30Q: 3 clusters Score -1481154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1481158.250000 Penalty: 4809.537109
	Iteration 31Q: 3 clusters Score -1481158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1481168.375000 Penalty: 4809.537109
	Iteration 32Q: 3 clusters Score -1481168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1481169.750000 Penalty: 4809.537109
	Iteration 33Q: 3 clusters Score -1481170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1481177.375000 Penalty: 4809.537109
	Iteration 34Q: 3 clusters Score -1481177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1481177.125000 Penalty: 4809.537109
	Iteration 35Q: 3 clusters Score -1481177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1481182.000000 Penalty: 4809.537109
	Iteration 36Q: 3 clusters Score -1481182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1481186.250000 Penalty: 4809.537109
	Iteration 37Q: 3 clusters Score -1481186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1481191.875000 Penalty: 4809.537109
	Iteration 38Q: 3 clusters Score -1481192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1481190.750000 Penalty: 4809.537109
	Iteration 39Q: 3 clusters Score -1481191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1481189.125000 Penalty: 4809.537109
	Iteration 40F: 3 clusters Score -1481189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1481195.875000 Penalty: 4809.537109
	Iteration 41Q: 3 clusters Score -1481196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1481197.250000 Penalty: 4809.537109
	Iteration 42Q: 3 clusters Score -1481197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1481195.625000 Penalty: 4809.537109
	Iteration 43Q: 3 clusters Score -1481196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1481193.000000 Penalty: 4809.537109
	Iteration 44Q: 3 clusters Score -1481193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1481194.375000 Penalty: 4809.537109
	Iteration 45Q: 3 clusters Score -1481194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1481198.875000 Penalty: 4809.537109
	Iteration 46Q: 3 clusters Score -1481199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1481198.125000 Penalty: 4809.537109
	Iteration 47Q: 3 clusters Score -1481198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1481195.875000 Penalty: 4809.537109
	Iteration 48Q: 3 clusters Score -1481196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1481199.500000 Penalty: 4809.537109
	Iteration 49Q: 3 clusters Score -1481200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1481199.000000 Penalty: 4809.537109
	Iteration 50Q: 3 clusters Score -1481199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1481192.875000 Penalty: 4809.537109
	Iteration 51Q: 3 clusters Score -1481193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1481198.625000 Penalty: 4809.537109
	Iteration 52Q: 3 clusters Score -1481199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1481199.750000 Penalty: 4809.537109
	Iteration 53Q: 3 clusters Score -1481200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1481200.625000 Penalty: 4809.537109
	Iteration 54Q: 3 clusters Score -1481201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1481201.375000 Penalty: 4809.537109
	Iteration 55Q: 3 clusters Score -1481201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1481203.500000 Penalty: 4809.537109
	Iteration 56Q: 3 clusters Score -1481204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1481204.500000 Penalty: 4809.537109
	Iteration 57Q: 3 clusters Score -1481204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1481204.625000 Penalty: 4809.537109
	Iteration 58Q: 3 clusters Score -1481205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1481203.875000 Penalty: 4809.537109
	Iteration 59Q: 3 clusters Score -1481204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1481205.000000 Penalty: 4809.537109
	Iteration 60F: 3 clusters Score -1481205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1481204.375000 Penalty: 4809.537109
	Iteration 61Q: 3 clusters Score -1481204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1481209.250000 Penalty: 4809.537109
	Iteration 62Q: 3 clusters Score -1481209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1481207.500000 Penalty: 4809.537109
	Iteration 63Q: 3 clusters Score -1481208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1481212.625000 Penalty: 4809.537109
	Iteration 64Q: 3 clusters Score -1481213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1481210.375000 Penalty: 4809.537109
	Iteration 65Q: 3 clusters Score -1481210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1481208.750000 Penalty: 4809.537109
	Iteration 66Q: 3 clusters Score -1481209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1481213.250000 Penalty: 4809.537109
	Iteration 67Q: 3 clusters Score -1481213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1481211.750000 Penalty: 4809.537109
	Iteration 68Q: 3 clusters Score -1481212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1481217.625000 Penalty: 4809.537109
	Iteration 69Q: 3 clusters Score -1481218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1481213.500000 Penalty: 4809.537109
	Iteration 70Q: 3 clusters Score -1481214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1481213.375000 Penalty: 4809.537109
	Iteration 71Q: 3 clusters Score -1481213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1481213.375000 Penalty: 4809.537109
	Iteration 72F: 3 clusters Score -1481213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -508063.656250 Penalty: 2136.755859
	Iteration 0F: 2 clusters Score -508063.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -503214.093750 Penalty: 4273.511719
	Iteration 0F: 3 clusters Score -503214.1 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -504406.500000 Penalty: 4273.511719
	Iteration 1F: 3 clusters Score -504406.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -504627.250000 Penalty: 4273.511719
	Iteration 2F: 3 clusters Score -504627.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -504780.187500 Penalty: 4273.511719
	Iteration 3Q: 3 clusters Score -504780.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -504902.968750 Penalty: 4273.511719
	Iteration 4Q: 3 clusters Score -504903 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -505012.843750 Penalty: 4273.511719
	Iteration 5Q: 3 clusters Score -505012.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -505108.781250 Penalty: 4273.511719
	Iteration 6Q: 3 clusters Score -505108.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -505225.781250 Penalty: 4273.511719
	Iteration 7Q: 3 clusters Score -505225.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -505343.593750 Penalty: 4273.511719
	Iteration 8Q: 3 clusters Score -505343.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -505472.937500 Penalty: 4273.511719
	Iteration 9Q: 3 clusters Score -505472.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -505613.875000 Penalty: 4273.511719
	Iteration 10Q: 3 clusters Score -505613.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -505755.125000 Penalty: 4273.511719
	Iteration 11Q: 3 clusters Score -505755.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -505916.062500 Penalty: 4273.511719
	Iteration 12Q: 3 clusters Score -505916.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -506056.593750 Penalty: 4273.511719
	Iteration 13Q: 3 clusters Score -506056.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -506201.000000 Penalty: 4273.511719
	Iteration 14Q: 3 clusters Score -506201 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -506322.562500 Penalty: 4273.511719
	Iteration 15Q: 3 clusters Score -506322.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -506429.781250 Penalty: 4273.511719
	Iteration 16Q: 3 clusters Score -506429.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -506535.031250 Penalty: 4273.511719
	Iteration 17Q: 3 clusters Score -506535 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -506607.187500 Penalty: 4273.511719
	Iteration 18Q: 3 clusters Score -506607.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -506679.531250 Penalty: 4273.511719
	Iteration 19Q: 3 clusters Score -506679.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -506751.718750 Penalty: 4273.511719
	Iteration 20F: 3 clusters Score -506751.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -506828.468750 Penalty: 4273.511719
	Iteration 21Q: 3 clusters Score -506828.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -506897.343750 Penalty: 4273.511719
	Iteration 22Q: 3 clusters Score -506897.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -506968.000000 Penalty: 4273.511719
	Iteration 23Q: 3 clusters Score -506968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -507024.531250 Penalty: 4273.511719
	Iteration 24Q: 3 clusters Score -507024.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -507054.218750 Penalty: 4273.511719
	Iteration 25Q: 3 clusters Score -507054.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -507076.031250 Penalty: 4273.511719
	Iteration 26Q: 3 clusters Score -507076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -507093.843750 Penalty: 4273.511719
	Iteration 27Q: 3 clusters Score -507093.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -507109.500000 Penalty: 4273.511719
	Iteration 28Q: 3 clusters Score -507109.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -507127.812500 Penalty: 4273.511719
	Iteration 29Q: 3 clusters Score -507127.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -507154.968750 Penalty: 4273.511719
	Iteration 30Q: 3 clusters Score -507155 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -507189.843750 Penalty: 4273.511719
	Iteration 31Q: 3 clusters Score -507189.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -507220.500000 Penalty: 4273.511719
	Iteration 32Q: 3 clusters Score -507220.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -507244.531250 Penalty: 4273.511719
	Iteration 33Q: 3 clusters Score -507244.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -507270.625000 Penalty: 4273.511719
	Iteration 34Q: 3 clusters Score -507270.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -507305.781250 Penalty: 4273.511719
	Iteration 35Q: 3 clusters Score -507305.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -507330.656250 Penalty: 4273.511719
	Iteration 36Q: 3 clusters Score -507330.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -507347.968750 Penalty: 4273.511719
	Iteration 37Q: 3 clusters Score -507348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -507364.593750 Penalty: 4273.511719
	Iteration 38Q: 3 clusters Score -507364.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -507380.781250 Penalty: 4273.511719
	Iteration 39Q: 3 clusters Score -507380.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -507393.937500 Penalty: 4273.511719
	Iteration 40F: 3 clusters Score -507393.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -507400.562500 Penalty: 4273.511719
	Iteration 41Q: 3 clusters Score -507400.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -507402.406250 Penalty: 4273.511719
	Iteration 42Q: 3 clusters Score -507402.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -507407.937500 Penalty: 4273.511719
	Iteration 43Q: 3 clusters Score -507407.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -507412.875000 Penalty: 4273.511719
	Iteration 44Q: 3 clusters Score -507412.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -507415.875000 Penalty: 4273.511719
	Iteration 45Q: 3 clusters Score -507415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -507417.406250 Penalty: 4273.511719
	Iteration 46Q: 3 clusters Score -507417.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -507418.031250 Penalty: 4273.511719
	Iteration 47Q: 3 clusters Score -507418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -507418.562500 Penalty: 4273.511719
	Iteration 48Q: 3 clusters Score -507418.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -507418.906250 Penalty: 4273.511719
	Iteration 49Q: 3 clusters Score -507418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -507419.125000 Penalty: 4273.511719
	Iteration 50Q: 3 clusters Score -507419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -507419.906250 Penalty: 4273.511719
	Iteration 51Q: 3 clusters Score -507419.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -507419.906250 Penalty: 4273.511719
	Iteration 52F: 3 clusters Score -507419.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Entering Unmasked Estep 
Score: -1071950.750000 Penalty: 2316.267578
	Iteration 0F: 2 clusters Score -1071951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1063436.625000 Penalty: 4632.535156
	Iteration 0F: 3 clusters Score -1063437 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1065934.250000 Penalty: 4632.535156
	Iteration 1F: 3 clusters Score -1065934 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1066287.250000 Penalty: 4632.535156
	Iteration 2F: 3 clusters Score -1066287 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1066557.875000 Penalty: 4632.535156
	Iteration 3F: 3 clusters Score -1066558 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1066903.375000 Penalty: 4632.535156
	Iteration 4Q: 3 clusters Score -1066903 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1067442.625000 Penalty: 4632.535156
	Iteration 5F: 3 clusters Score -1067443 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1068309.500000 Penalty: 4632.535156
	Iteration 6F: 3 clusters Score -1068310 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1069134.250000 Penalty: 4632.535156
	Iteration 7F: 3 clusters Score -1069134 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1069637.000000 Penalty: 4632.535156
	Iteration 8F: 3 clusters Score -1069637 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1069913.500000 Penalty: 4632.535156
	Iteration 9Q: 3 clusters Score -1069914 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1070098.875000 Penalty: 4632.535156
	Iteration 10Q: 3 clusters Score -1070099 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1070247.500000 Penalty: 4632.535156
	Iteration 11Q: 3 clusters Score -1070248 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1070382.500000 Penalty: 4632.535156
	Iteration 12Q: 3 clusters Score -1070382 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1070496.875000 Penalty: 4632.535156
	Iteration 13Q: 3 clusters Score -1070497 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1070604.250000 Penalty: 4632.535156
	Iteration 14Q: 3 clusters Score -1070604 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1070697.125000 Penalty: 4632.535156
	Iteration 15Q: 3 clusters Score -1070697 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1070782.375000 Penalty: 4632.535156
	Iteration 16Q: 3 clusters Score -1070782 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1070859.125000 Penalty: 4632.535156
	Iteration 17Q: 3 clusters Score -1070859 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1070920.500000 Penalty: 4632.535156
	Iteration 18Q: 3 clusters Score -1070920 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1070967.125000 Penalty: 4632.535156
	Iteration 19Q: 3 clusters Score -1070967 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1071016.750000 Penalty: 4632.535156
	Iteration 20F: 3 clusters Score -1071017 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1071073.875000 Penalty: 4632.535156
	Iteration 21Q: 3 clusters Score -1071074 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1071116.000000 Penalty: 4632.535156
	Iteration 22Q: 3 clusters Score -1071116 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1071153.250000 Penalty: 4632.535156
	Iteration 23Q: 3 clusters Score -1071153 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1071199.000000 Penalty: 4632.535156
	Iteration 24Q: 3 clusters Score -1071199 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1071256.125000 Penalty: 4632.535156
	Iteration 25Q: 3 clusters Score -1071256 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1071332.625000 Penalty: 4632.535156
	Iteration 26Q: 3 clusters Score -1071333 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1071401.875000 Penalty: 4632.535156
	Iteration 27Q: 3 clusters Score -1071402 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1071482.000000 Penalty: 4632.535156
	Iteration 28Q: 3 clusters Score -1071482 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1071567.000000 Penalty: 4632.535156
	Iteration 29Q: 3 clusters Score -1071567 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1071656.125000 Penalty: 4632.535156
	Iteration 30Q: 3 clusters Score -1071656 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1071734.000000 Penalty: 4632.535156
	Iteration 31Q: 3 clusters Score -1071734 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1071788.875000 Penalty: 4632.535156
	Iteration 32Q: 3 clusters Score -1071789 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1071827.250000 Penalty: 4632.535156
	Iteration 33Q: 3 clusters Score -1071827 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1071857.125000 Penalty: 4632.535156
	Iteration 34Q: 3 clusters Score -1071857 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1071882.750000 Penalty: 4632.535156
	Iteration 35Q: 3 clusters Score -1071883 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1071901.750000 Penalty: 4632.535156
	Iteration 36Q: 3 clusters Score -1071902 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1071917.875000 Penalty: 4632.535156
	Iteration 37Q: 3 clusters Score -1071918 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1071934.625000 Penalty: 4632.535156
	Iteration 38Q: 3 clusters Score -1071935 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1071950.625000 Penalty: 4632.535156
	Iteration 39Q: 3 clusters Score -1071951 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1071963.000000 Penalty: 4632.535156
	Iteration 40F: 3 clusters Score -1071963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1071969.375000 Penalty: 4632.535156
	Iteration 41Q: 3 clusters Score -1071969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1071973.375000 Penalty: 4632.535156
	Iteration 42Q: 3 clusters Score -1071973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1071980.250000 Penalty: 4632.535156
	Iteration 43Q: 3 clusters Score -1071980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1071982.000000 Penalty: 4632.535156
	Iteration 44Q: 3 clusters Score -1071982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1071983.250000 Penalty: 4632.535156
	Iteration 45Q: 3 clusters Score -1071983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1071987.625000 Penalty: 4632.535156
	Iteration 46Q: 3 clusters Score -1071988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1071990.375000 Penalty: 4632.535156
	Iteration 47Q: 3 clusters Score -1071990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1071989.125000 Penalty: 4632.535156
	Iteration 48Q: 3 clusters Score -1071989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1071992.250000 Penalty: 4632.535156
	Iteration 49Q: 3 clusters Score -1071992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1071991.250000 Penalty: 4632.535156
	Iteration 50Q: 3 clusters Score -1071991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1071990.250000 Penalty: 4632.535156
	Iteration 51Q: 3 clusters Score -1071990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1071989.875000 Penalty: 4632.535156
	Iteration 52Q: 3 clusters Score -1071990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1071992.625000 Penalty: 4632.535156
	Iteration 53Q: 3 clusters Score -1071993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1071996.875000 Penalty: 4632.535156
	Iteration 54Q: 3 clusters Score -1071997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1071995.750000 Penalty: 4632.535156
	Iteration 55Q: 3 clusters Score -1071996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1071996.000000 Penalty: 4632.535156
	Iteration 56Q: 3 clusters Score -1071996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1071996.625000 Penalty: 4632.535156
	Iteration 57Q: 3 clusters Score -1071997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1071997.250000 Penalty: 4632.535156
	Iteration 58Q: 3 clusters Score -1071997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1071998.625000 Penalty: 4632.535156
	Iteration 59Q: 3 clusters Score -1071999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1071999.750000 Penalty: 4632.535156
	Iteration 60F: 3 clusters Score -1072000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1071999.250000 Penalty: 4632.535156
	Iteration 61Q: 3 clusters Score -1071999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1071999.250000 Penalty: 4632.535156
	Iteration 62F: 3 clusters Score -1071999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 11714 members 
Mstep: Class 3 contains 22561 members 
Mstep: Class 4 contains 10196 members 
Mstep: Class 5 contains 15250 members 
Mstep: Class 6 contains 101638 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224007 members 
Mstep: Class 9 contains 97568 members 
Mstep: Class 10 contains 12317 members 
Mstep: Class 11 contains 9012 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 12865 members 
Mstep: Class 14 contains 306165 members 
Mstep: Class 15 contains 217773 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13084 members 
Mstep: Class 18 contains 17737 members 
Mstep: Class 19 contains 7087 members 
Mstep: Class 20 contains 63297 members 
Mstep: Class 21 contains 128000 members 
Mstep: Class 22 contains 4086 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 228014 members 
Mstep: Class 25 contains 13106 members 
Mstep: Class 26 contains 9719 members 
Mstep: Class 27 contains 16263 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 8213 members 
Mstep: Class 30 contains 7159 members 
Mstep: Class 31 contains 16778 members 
Mstep: Class 32 contains 6854 members 
Mstep: Class 33 contains 16380 members 
Mstep: Class 34 contains 3169 members 
Entering Unmasked Estep 
Score: -157703232.000000 Penalty: 120826.726562
Splitting cluster 29 changes total score from -157704272.000000 to -157703232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (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: -663764.062500 Penalty: 2201.279053
	Iteration 0F: 2 clusters Score -663764.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -657912.562500 Penalty: 4402.558105
	Iteration 0F: 3 clusters Score -657912.6 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -659643.312500 Penalty: 4402.558105
	Iteration 1F: 3 clusters Score -659643.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -660235.250000 Penalty: 4402.558105
	Iteration 2F: 3 clusters Score -660235.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -660833.500000 Penalty: 4402.558105
	Iteration 3F: 3 clusters Score -660833.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -661357.812500 Penalty: 4402.558105
	Iteration 4F: 3 clusters Score -661357.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -661839.562500 Penalty: 4402.558105
	Iteration 5F: 3 clusters Score -661839.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -662192.562500 Penalty: 4402.558105
	Iteration 6F: 3 clusters Score -662192.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -662458.687500 Penalty: 4402.558105
	Iteration 7Q: 3 clusters Score -662458.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -662679.062500 Penalty: 4402.558105
	Iteration 8Q: 3 clusters Score -662679.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -662885.687500 Penalty: 4402.558105
	Iteration 9Q: 3 clusters Score -662885.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -663074.687500 Penalty: 4402.558105
	Iteration 10Q: 3 clusters Score -663074.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -663216.750000 Penalty: 4402.558105
	Iteration 11Q: 3 clusters Score -663216.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -663275.000000 Penalty: 4402.558105
	Iteration 12Q: 3 clusters Score -663275 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -663305.187500 Penalty: 4402.558105
	Iteration 13Q: 3 clusters Score -663305.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -663317.500000 Penalty: 4402.558105
	Iteration 14Q: 3 clusters Score -663317.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -663324.500000 Penalty: 4402.558105
	Iteration 15Q: 3 clusters Score -663324.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -663328.500000 Penalty: 4402.558105
	Iteration 16Q: 3 clusters Score -663328.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -663328.562500 Penalty: 4402.558105
	Iteration 17Q: 3 clusters Score -663328.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -663331.187500 Penalty: 4402.558105
	Iteration 18Q: 3 clusters Score -663331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -663331.062500 Penalty: 4402.558105
	Iteration 19Q: 3 clusters Score -663331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -663330.375000 Penalty: 4402.558105
	Iteration 20F: 3 clusters Score -663330.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -663331.437500 Penalty: 4402.558105
	Iteration 21Q: 3 clusters Score -663331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -663332.187500 Penalty: 4402.558105
	Iteration 22Q: 3 clusters Score -663332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -663332.125000 Penalty: 4402.558105
	Iteration 23Q: 3 clusters Score -663332.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -663332.125000 Penalty: 4402.558105
	Iteration 24F: 3 clusters Score -663332.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (16778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Entering Unmasked Estep 
Score: -1560436.250000 Penalty: 2412.500488
	Iteration 0F: 2 clusters Score -1560436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1548381.250000 Penalty: 4825.000977
	Iteration 0F: 3 clusters Score -1548381 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1552298.625000 Penalty: 4825.000977
	Iteration 1F: 3 clusters Score -1552299 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1552735.875000 Penalty: 4825.000977
	Iteration 2F: 3 clusters Score -1552736 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1553116.750000 Penalty: 4825.000977
	Iteration 3F: 3 clusters Score -1553117 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1553451.500000 Penalty: 4825.000977
	Iteration 4Q: 3 clusters Score -1553452 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1553825.625000 Penalty: 4825.000977
	Iteration 5Q: 3 clusters Score -1553826 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1554210.750000 Penalty: 4825.000977
	Iteration 6Q: 3 clusters Score -1554211 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1554576.875000 Penalty: 4825.000977
	Iteration 7Q: 3 clusters Score -1554577 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1554924.375000 Penalty: 4825.000977
	Iteration 8Q: 3 clusters Score -1554924 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1555350.000000 Penalty: 4825.000977
	Iteration 9Q: 3 clusters Score -1555350 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1555851.875000 Penalty: 4825.000977
	Iteration 10Q: 3 clusters Score -1555852 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1556382.000000 Penalty: 4825.000977
	Iteration 11Q: 3 clusters Score -1556382 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1556949.000000 Penalty: 4825.000977
	Iteration 12Q: 3 clusters Score -1556949 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1557439.125000 Penalty: 4825.000977
	Iteration 13Q: 3 clusters Score -1557439 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1557835.375000 Penalty: 4825.000977
	Iteration 14Q: 3 clusters Score -1557835 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1558119.375000 Penalty: 4825.000977
	Iteration 15Q: 3 clusters Score -1558119 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1558336.750000 Penalty: 4825.000977
	Iteration 16Q: 3 clusters Score -1558337 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1558488.875000 Penalty: 4825.000977
	Iteration 17Q: 3 clusters Score -1558489 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1558602.375000 Penalty: 4825.000977
	Iteration 18Q: 3 clusters Score -1558602 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1558728.750000 Penalty: 4825.000977
	Iteration 19Q: 3 clusters Score -1558729 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1558842.625000 Penalty: 4825.000977
	Iteration 20F: 3 clusters Score -1558843 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1558979.000000 Penalty: 4825.000977
	Iteration 21Q: 3 clusters Score -1558979 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1559123.500000 Penalty: 4825.000977
	Iteration 22Q: 3 clusters Score -1559124 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1559285.375000 Penalty: 4825.000977
	Iteration 23Q: 3 clusters Score -1559285 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1559450.625000 Penalty: 4825.000977
	Iteration 24Q: 3 clusters Score -1559451 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1559629.250000 Penalty: 4825.000977
	Iteration 25Q: 3 clusters Score -1559629 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1559843.000000 Penalty: 4825.000977
	Iteration 26Q: 3 clusters Score -1559843 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1560068.750000 Penalty: 4825.000977
	Iteration 27Q: 3 clusters Score -1560069 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1560238.000000 Penalty: 4825.000977
	Iteration 28Q: 3 clusters Score -1560238 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1560339.875000 Penalty: 4825.000977
	Iteration 29Q: 3 clusters Score -1560340 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1560399.625000 Penalty: 4825.000977
	Iteration 30Q: 3 clusters Score -1560400 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1560420.500000 Penalty: 4825.000977
	Iteration 31Q: 3 clusters Score -1560420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1560436.750000 Penalty: 4825.000977
	Iteration 32Q: 3 clusters Score -1560437 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1560447.125000 Penalty: 4825.000977
	Iteration 33Q: 3 clusters Score -1560447 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1560450.375000 Penalty: 4825.000977
	Iteration 34Q: 3 clusters Score -1560450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1560453.875000 Penalty: 4825.000977
	Iteration 35Q: 3 clusters Score -1560454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1560462.875000 Penalty: 4825.000977
	Iteration 36Q: 3 clusters Score -1560463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1560465.750000 Penalty: 4825.000977
	Iteration 37Q: 3 clusters Score -1560466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1560474.500000 Penalty: 4825.000977
	Iteration 38Q: 3 clusters Score -1560474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1560476.500000 Penalty: 4825.000977
	Iteration 39Q: 3 clusters Score -1560476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1560483.875000 Penalty: 4825.000977
	Iteration 40F: 3 clusters Score -1560484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1560495.125000 Penalty: 4825.000977
	Iteration 41Q: 3 clusters Score -1560495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1560497.250000 Penalty: 4825.000977
	Iteration 42Q: 3 clusters Score -1560497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1560509.250000 Penalty: 4825.000977
	Iteration 43Q: 3 clusters Score -1560509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1560518.875000 Penalty: 4825.000977
	Iteration 44Q: 3 clusters Score -1560519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1560523.125000 Penalty: 4825.000977
	Iteration 45Q: 3 clusters Score -1560523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1560529.125000 Penalty: 4825.000977
	Iteration 46Q: 3 clusters Score -1560529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1560537.625000 Penalty: 4825.000977
	Iteration 47Q: 3 clusters Score -1560538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1560545.125000 Penalty: 4825.000977
	Iteration 48Q: 3 clusters Score -1560545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1560554.500000 Penalty: 4825.000977
	Iteration 49Q: 3 clusters Score -1560554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1560554.500000 Penalty: 4825.000977
	Iteration 50Q: 3 clusters Score -1560554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1560556.000000 Penalty: 4825.000977
	Iteration 51Q: 3 clusters Score -1560556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1560557.125000 Penalty: 4825.000977
	Iteration 52Q: 3 clusters Score -1560557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1560556.375000 Penalty: 4825.000977
	Iteration 53Q: 3 clusters Score -1560556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1560559.750000 Penalty: 4825.000977
	Iteration 54Q: 3 clusters Score -1560560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1560560.250000 Penalty: 4825.000977
	Iteration 55Q: 3 clusters Score -1560560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1560559.625000 Penalty: 4825.000977
	Iteration 56Q: 3 clusters Score -1560560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1560556.625000 Penalty: 4825.000977
	Iteration 57Q: 3 clusters Score -1560557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1560560.750000 Penalty: 4825.000977
	Iteration 58Q: 3 clusters Score -1560561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1560561.625000 Penalty: 4825.000977
	Iteration 59Q: 3 clusters Score -1560562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1560560.750000 Penalty: 4825.000977
	Iteration 60F: 3 clusters Score -1560561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1560564.125000 Penalty: 4825.000977
	Iteration 61Q: 3 clusters Score -1560564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1560569.125000 Penalty: 4825.000977
	Iteration 62Q: 3 clusters Score -1560569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1560568.000000 Penalty: 4825.000977
	Iteration 63Q: 3 clusters Score -1560568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1560568.250000 Penalty: 4825.000977
	Iteration 64Q: 3 clusters Score -1560568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1560569.375000 Penalty: 4825.000977
	Iteration 65Q: 3 clusters Score -1560569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1560569.375000 Penalty: 4825.000977
	Iteration 66F: 3 clusters Score -1560569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 11714 members 
Mstep: Class 3 contains 22561 members 
Mstep: Class 4 contains 10196 members 
Mstep: Class 5 contains 15250 members 
Mstep: Class 6 contains 101638 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224007 members 
Mstep: Class 9 contains 97568 members 
Mstep: Class 10 contains 12317 members 
Mstep: Class 11 contains 9012 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 12865 members 
Mstep: Class 14 contains 306165 members 
Mstep: Class 15 contains 217773 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13084 members 
Mstep: Class 18 contains 17737 members 
Mstep: Class 19 contains 7087 members 
Mstep: Class 20 contains 63297 members 
Mstep: Class 21 contains 128000 members 
Mstep: Class 22 contains 4086 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 228014 members 
Mstep: Class 25 contains 13106 members 
Mstep: Class 26 contains 9719 members 
Mstep: Class 27 contains 16263 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 11382 members 
Mstep: Class 30 contains 7159 members 
Mstep: Class 31 contains 12267 members 
Mstep: Class 32 contains 6854 members 
Mstep: Class 33 contains 16380 members 
Mstep: Class 34 contains 4511 members 
Entering Unmasked Estep 
Score: -157703504.000000 Penalty: 120826.726562
Splitting cluster 31 changes total score from -157704272.000000 to -157703504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (6854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Entering Unmasked Estep 
Score: -603194.187500 Penalty: 2190.481689
	Iteration 0F: 2 clusters Score -603194.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -597474.937500 Penalty: 4380.963379
	Iteration 0F: 3 clusters Score -597474.9 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -599313.250000 Penalty: 4380.963379
	Iteration 1F: 3 clusters Score -599313.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -600001.125000 Penalty: 4380.963379
	Iteration 2F: 3 clusters Score -600001.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -600818.500000 Penalty: 4380.963379
	Iteration 3F: 3 clusters Score -600818.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -601662.562500 Penalty: 4380.963379
	Iteration 4F: 3 clusters Score -601662.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -602296.500000 Penalty: 4380.963379
	Iteration 5F: 3 clusters Score -602296.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -602778.000000 Penalty: 4380.963379
	Iteration 6F: 3 clusters Score -602778 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -603028.437500 Penalty: 4380.963379
	Iteration 7Q: 3 clusters Score -603028.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -603128.125000 Penalty: 4380.963379
	Iteration 8Q: 3 clusters Score -603128.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -603170.000000 Penalty: 4380.963379
	Iteration 9Q: 3 clusters Score -603170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -603188.875000 Penalty: 4380.963379
	Iteration 10Q: 3 clusters Score -603188.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -603196.187500 Penalty: 4380.963379
	Iteration 11Q: 3 clusters Score -603196.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -603202.062500 Penalty: 4380.963379
	Iteration 12Q: 3 clusters Score -603202.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -603208.500000 Penalty: 4380.963379
	Iteration 13Q: 3 clusters Score -603208.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -603209.875000 Penalty: 4380.963379
	Iteration 14Q: 3 clusters Score -603209.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -603211.250000 Penalty: 4380.963379
	Iteration 15Q: 3 clusters Score -603211.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -603215.375000 Penalty: 4380.963379
	Iteration 16Q: 3 clusters Score -603215.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -603216.937500 Penalty: 4380.963379
	Iteration 17Q: 3 clusters Score -603216.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -603218.437500 Penalty: 4380.963379
	Iteration 18Q: 3 clusters Score -603218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -603220.312500 Penalty: 4380.963379
	Iteration 19Q: 3 clusters Score -603220.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -603222.187500 Penalty: 4380.963379
	Iteration 20F: 3 clusters Score -603222.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -603221.750000 Penalty: 4380.963379
	Iteration 21Q: 3 clusters Score -603221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -603221.937500 Penalty: 4380.963379
	Iteration 22Q: 3 clusters Score -603221.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -603223.250000 Penalty: 4380.963379
	Iteration 23Q: 3 clusters Score -603223.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -603223.250000 Penalty: 4380.963379
	Iteration 24F: 3 clusters Score -603223.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 11714 members 
Mstep: Class 3 contains 22561 members 
Mstep: Class 4 contains 10196 members 
Mstep: Class 5 contains 15250 members 
Mstep: Class 6 contains 101638 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224007 members 
Mstep: Class 9 contains 97568 members 
Mstep: Class 10 contains 12317 members 
Mstep: Class 11 contains 9012 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 12865 members 
Mstep: Class 14 contains 306165 members 
Mstep: Class 15 contains 217773 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13084 members 
Mstep: Class 18 contains 17737 members 
Mstep: Class 19 contains 7087 members 
Mstep: Class 20 contains 63297 members 
Mstep: Class 21 contains 128000 members 
Mstep: Class 22 contains 4086 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 228014 members 
Mstep: Class 25 contains 13106 members 
Mstep: Class 26 contains 9719 members 
Mstep: Class 27 contains 16263 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 11382 members 
Mstep: Class 30 contains 7159 members 
Mstep: Class 31 contains 16778 members 
Mstep: Class 32 contains 3196 members 
Mstep: Class 33 contains 16380 members 
Mstep: Class 34 contains 3658 members 
Entering Unmasked Estep 
Score: -157703168.000000 Penalty: 120826.726562
Splitting cluster 32 changes total score from -157704272.000000 to -157703168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (16380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Entering Unmasked Estep 
Score: -1526099.250000 Penalty: 2406.546387
	Iteration 0F: 2 clusters Score -1526099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1514380.750000 Penalty: 4813.092773
	Iteration 0F: 3 clusters Score -1514381 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1518196.625000 Penalty: 4813.092773
	Iteration 1F: 3 clusters Score -1518197 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1518617.000000 Penalty: 4813.092773
	Iteration 2F: 3 clusters Score -1518617 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1519001.125000 Penalty: 4813.092773
	Iteration 3F: 3 clusters Score -1519001 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1519354.500000 Penalty: 4813.092773
	Iteration 4Q: 3 clusters Score -1519354 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1519707.250000 Penalty: 4813.092773
	Iteration 5Q: 3 clusters Score -1519707 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1520098.875000 Penalty: 4813.092773
	Iteration 6Q: 3 clusters Score -1520099 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1520603.875000 Penalty: 4813.092773
	Iteration 7Q: 3 clusters Score -1520604 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1521152.750000 Penalty: 4813.092773
	Iteration 8Q: 3 clusters Score -1521153 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1521855.125000 Penalty: 4813.092773
	Iteration 9F: 3 clusters Score -1521855 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1522754.500000 Penalty: 4813.092773
	Iteration 10F: 3 clusters Score -1522754 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1523704.750000 Penalty: 4813.092773
	Iteration 11F: 3 clusters Score -1523705 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1524655.500000 Penalty: 4813.092773
	Iteration 12Q: 3 clusters Score -1524656 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1525693.500000 Penalty: 4813.092773
	Iteration 13Q: 3 clusters Score -1525694 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1526540.000000 Penalty: 4813.092773
	Iteration 14Q: 3 clusters Score -1526540 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1527039.875000 Penalty: 4813.092773
	Iteration 15Q: 3 clusters Score -1527040 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1527206.875000 Penalty: 4813.092773
	Iteration 16Q: 3 clusters Score -1527207 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1527263.500000 Penalty: 4813.092773
	Iteration 17Q: 3 clusters Score -1527264 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1527283.125000 Penalty: 4813.092773
	Iteration 18Q: 3 clusters Score -1527283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1527297.250000 Penalty: 4813.092773
	Iteration 19Q: 3 clusters Score -1527297 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1527309.250000 Penalty: 4813.092773
	Iteration 20F: 3 clusters Score -1527309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1527312.875000 Penalty: 4813.092773
	Iteration 21Q: 3 clusters Score -1527313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1527320.500000 Penalty: 4813.092773
	Iteration 22Q: 3 clusters Score -1527320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1527321.375000 Penalty: 4813.092773
	Iteration 23Q: 3 clusters Score -1527321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1527321.375000 Penalty: 4813.092773
	Iteration 24Q: 3 clusters Score -1527321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1527329.500000 Penalty: 4813.092773
	Iteration 25Q: 3 clusters Score -1527330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1527330.500000 Penalty: 4813.092773
	Iteration 26Q: 3 clusters Score -1527330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1527338.250000 Penalty: 4813.092773
	Iteration 27Q: 3 clusters Score -1527338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1527339.250000 Penalty: 4813.092773
	Iteration 28Q: 3 clusters Score -1527339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1527339.125000 Penalty: 4813.092773
	Iteration 29Q: 3 clusters Score -1527339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1527338.875000 Penalty: 4813.092773
	Iteration 30Q: 3 clusters Score -1527339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1527336.500000 Penalty: 4813.092773
	Iteration 31Q: 3 clusters Score -1527336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1527337.000000 Penalty: 4813.092773
	Iteration 32Q: 3 clusters Score -1527337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1527339.875000 Penalty: 4813.092773
	Iteration 33Q: 3 clusters Score -1527340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1527338.000000 Penalty: 4813.092773
	Iteration 34Q: 3 clusters Score -1527338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1527338.375000 Penalty: 4813.092773
	Iteration 35Q: 3 clusters Score -1527338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1527339.875000 Penalty: 4813.092773
	Iteration 36Q: 3 clusters Score -1527340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1527338.375000 Penalty: 4813.092773
	Iteration 37Q: 3 clusters Score -1527338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1527339.625000 Penalty: 4813.092773
	Iteration 38Q: 3 clusters Score -1527340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1527340.625000 Penalty: 4813.092773
	Iteration 39Q: 3 clusters Score -1527341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1527343.125000 Penalty: 4813.092773
	Iteration 40F: 3 clusters Score -1527343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1527342.375000 Penalty: 4813.092773
	Iteration 41Q: 3 clusters Score -1527342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1527342.125000 Penalty: 4813.092773
	Iteration 42Q: 3 clusters Score -1527342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1527341.750000 Penalty: 4813.092773
	Iteration 43Q: 3 clusters Score -1527342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1527345.000000 Penalty: 4813.092773
	Iteration 44Q: 3 clusters Score -1527345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1527344.750000 Penalty: 4813.092773
	Iteration 45Q: 3 clusters Score -1527345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1527344.750000 Penalty: 4813.092773
	Iteration 46F: 3 clusters Score -1527345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 11714 members 
Mstep: Class 3 contains 22561 members 
Mstep: Class 4 contains 10196 members 
Mstep: Class 5 contains 15250 members 
Mstep: Class 6 contains 101638 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224007 members 
Mstep: Class 9 contains 97568 members 
Mstep: Class 10 contains 12317 members 
Mstep: Class 11 contains 9012 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 12865 members 
Mstep: Class 14 contains 306165 members 
Mstep: Class 15 contains 217773 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13084 members 
Mstep: Class 18 contains 17737 members 
Mstep: Class 19 contains 7087 members 
Mstep: Class 20 contains 63297 members 
Mstep: Class 21 contains 128000 members 
Mstep: Class 22 contains 4086 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 228014 members 
Mstep: Class 25 contains 13106 members 
Mstep: Class 26 contains 9719 members 
Mstep: Class 27 contains 16263 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 11382 members 
Mstep: Class 30 contains 7159 members 
Mstep: Class 31 contains 16778 members 
Mstep: Class 32 contains 6854 members 
Mstep: Class 33 contains 5904 members 
Mstep: Class 34 contains 10476 members 
Entering Unmasked Estep 
Score: -157704160.000000 Penalty: 120826.726562
Splitting cluster 33 changes total score from -157704272.000000 to -157704160.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 11714 members 
Mstep: Class 3 contains 22561 members 
Mstep: Class 4 contains 10196 members 
Mstep: Class 5 contains 15250 members 
Mstep: Class 6 contains 101638 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 224007 members 
Mstep: Class 9 contains 97568 members 
Mstep: Class 10 contains 12317 members 
Mstep: Class 11 contains 9012 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 12865 members 
Mstep: Class 14 contains 306165 members 
Mstep: Class 15 contains 217773 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13084 members 
Mstep: Class 18 contains 17737 members 
Mstep: Class 19 contains 7087 members 
Mstep: Class 20 contains 63297 members 
Mstep: Class 21 contains 128000 members 
Mstep: Class 22 contains 4086 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 228014 members 
Mstep: Class 25 contains 13106 members 
Mstep: Class 26 contains 9719 members 
Mstep: Class 27 contains 16263 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 11382 members 
Mstep: Class 30 contains 7159 members 
Mstep: Class 31 contains 16778 members 
Mstep: Class 32 contains 6854 members 
Mstep: Class 33 contains 16380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704176.000000 Penalty: 117273.000000
Iteration 199Q: 34 clusters Score -1.577042e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 11715 members 
Mstep: Class 3 contains 22564 members 
Mstep: Class 4 contains 10209 members 
Mstep: Class 5 contains 15246 members 
Mstep: Class 6 contains 101625 members 
Mstep: Class 7 contains 8224 members 
Mstep: Class 8 contains 223964 members 
Mstep: Class 9 contains 97580 members 
Mstep: Class 10 contains 12317 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12868 members 
Mstep: Class 14 contains 306155 members 
Mstep: Class 15 contains 217767 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13089 members 
Mstep: Class 18 contains 17740 members 
Mstep: Class 19 contains 7054 members 
Mstep: Class 20 contains 63296 members 
Mstep: Class 21 contains 127997 members 
Mstep: Class 22 contains 4094 members 
Mstep: Class 23 contains 15541 members 
Mstep: Class 24 contains 228016 members 
Mstep: Class 25 contains 13107 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 16254 members 
Mstep: Class 28 contains 5495 members 
Mstep: Class 29 contains 11380 members 
Mstep: Class 30 contains 7157 members 
Mstep: Class 31 contains 16783 members 
Mstep: Class 32 contains 6857 members 
Mstep: Class 33 contains 16381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704256.000000 Penalty: 117273.000000
Iteration 200F: 34 clusters Score -1.577043e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 11721 members 
Mstep: Class 3 contains 22568 members 
Mstep: Class 4 contains 10214 members 
Mstep: Class 5 contains 15243 members 
Mstep: Class 6 contains 101611 members 
Mstep: Class 7 contains 8226 members 
Mstep: Class 8 contains 223938 members 
Mstep: Class 9 contains 97593 members 
Mstep: Class 10 contains 12316 members 
Mstep: Class 11 contains 9017 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 12870 members 
Mstep: Class 14 contains 306143 members 
Mstep: Class 15 contains 217761 members 
Mstep: Class 16 contains 11103 members 
Mstep: Class 17 contains 13090 members 
Mstep: Class 18 contains 17737 members 
Mstep: Class 19 contains 7021 members 
Mstep: Class 20 contains 63296 members 
Mstep: Class 21 contains 128003 members 
Mstep: Class 22 contains 4102 members 
Mstep: Class 23 contains 15540 members 
Mstep: Class 24 contains 228012 members 
Mstep: Class 25 contains 13110 members 
Mstep: Class 26 contains 9719 members 
Mstep: Class 27 contains 16248 members 
Mstep: Class 28 contains 5467 members 
Mstep: Class 29 contains 11380 members 
Mstep: Class 30 contains 7160 members 
Mstep: Class 31 contains 16784 members 
Mstep: Class 32 contains 6858 members 
Mstep: Class 33 contains 16382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704304.000000 Penalty: 117273.000000
Iteration 201Q: 34 clusters Score -1.577043e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 11723 members 
Mstep: Class 3 contains 22569 members 
Mstep: Class 4 contains 10224 members 
Mstep: Class 5 contains 15243 members 
Mstep: Class 6 contains 101602 members 
Mstep: Class 7 contains 8228 members 
Mstep: Class 8 contains 223911 members 
Mstep: Class 9 contains 97605 members 
Mstep: Class 10 contains 12315 members 
Mstep: Class 11 contains 9016 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 12871 members 
Mstep: Class 14 contains 306142 members 
Mstep: Class 15 contains 217760 members 
Mstep: Class 16 contains 11098 members 
Mstep: Class 17 contains 13094 members 
Mstep: Class 18 contains 17736 members 
Mstep: Class 19 contains 6988 members 
Mstep: Class 20 contains 63293 members 
Mstep: Class 21 contains 128006 members 
Mstep: Class 22 contains 4111 members 
Mstep: Class 23 contains 15540 members 
Mstep: Class 24 contains 227999 members 
Mstep: Class 25 contains 13108 members 
Mstep: Class 26 contains 9720 members 
Mstep: Class 27 contains 16244 members 
Mstep: Class 28 contains 5445 members 
Mstep: Class 29 contains 11380 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16787 members 
Mstep: Class 32 contains 6858 members 
Mstep: Class 33 contains 16383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704576.000000 Penalty: 117273.000000
Iteration 202Q: 34 clusters Score -1.577046e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 11723 members 
Mstep: Class 3 contains 22569 members 
Mstep: Class 4 contains 10234 members 
Mstep: Class 5 contains 15238 members 
Mstep: Class 6 contains 101583 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223900 members 
Mstep: Class 9 contains 97620 members 
Mstep: Class 10 contains 12314 members 
Mstep: Class 11 contains 9014 members 
Mstep: Class 12 contains 8012 members 
Mstep: Class 13 contains 12873 members 
Mstep: Class 14 contains 306142 members 
Mstep: Class 15 contains 217754 members 
Mstep: Class 16 contains 11100 members 
Mstep: Class 17 contains 13094 members 
Mstep: Class 18 contains 17734 members 
Mstep: Class 19 contains 6960 members 
Mstep: Class 20 contains 63293 members 
Mstep: Class 21 contains 128006 members 
Mstep: Class 22 contains 4121 members 
Mstep: Class 23 contains 15540 members 
Mstep: Class 24 contains 227999 members 
Mstep: Class 25 contains 13102 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 16239 members 
Mstep: Class 28 contains 5418 members 
Mstep: Class 29 contains 11380 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16788 members 
Mstep: Class 32 contains 6858 members 
Mstep: Class 33 contains 16385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704672.000000 Penalty: 117273.000000
Iteration 203Q: 34 clusters Score -1.577047e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 11720 members 
Mstep: Class 3 contains 22569 members 
Mstep: Class 4 contains 10235 members 
Mstep: Class 5 contains 15234 members 
Mstep: Class 6 contains 101570 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223885 members 
Mstep: Class 9 contains 97638 members 
Mstep: Class 10 contains 12314 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12874 members 
Mstep: Class 14 contains 306139 members 
Mstep: Class 15 contains 217748 members 
Mstep: Class 16 contains 11101 members 
Mstep: Class 17 contains 13097 members 
Mstep: Class 18 contains 17733 members 
Mstep: Class 19 contains 6935 members 
Mstep: Class 20 contains 63294 members 
Mstep: Class 21 contains 127999 members 
Mstep: Class 22 contains 4138 members 
Mstep: Class 23 contains 15539 members 
Mstep: Class 24 contains 228003 members 
Mstep: Class 25 contains 13097 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 16231 members 
Mstep: Class 28 contains 5391 members 
Mstep: Class 29 contains 11380 members 
Mstep: Class 30 contains 7163 members 
Mstep: Class 31 contains 16793 members 
Mstep: Class 32 contains 6859 members 
Mstep: Class 33 contains 16386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704656.000000 Penalty: 117273.000000
Iteration 204Q: 34 clusters Score -1.577047e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 11724 members 
Mstep: Class 3 contains 22566 members 
Mstep: Class 4 contains 10248 members 
Mstep: Class 5 contains 15231 members 
Mstep: Class 6 contains 101557 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 223868 members 
Mstep: Class 9 contains 97646 members 
Mstep: Class 10 contains 12315 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 8009 members 
Mstep: Class 13 contains 12873 members 
Mstep: Class 14 contains 306133 members 
Mstep: Class 15 contains 217743 members 
Mstep: Class 16 contains 11100 members 
Mstep: Class 17 contains 13101 members 
Mstep: Class 18 contains 17728 members 
Mstep: Class 19 contains 6914 members 
Mstep: Class 20 contains 63293 members 
Mstep: Class 21 contains 127996 members 
Mstep: Class 22 contains 4163 members 
Mstep: Class 23 contains 15539 members 
Mstep: Class 24 contains 228002 members 
Mstep: Class 25 contains 13090 members 
Mstep: Class 26 contains 9720 members 
Mstep: Class 27 contains 16217 members 
Mstep: Class 28 contains 5376 members 
Mstep: Class 29 contains 11379 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 16799 members 
Mstep: Class 32 contains 6861 members 
Mstep: Class 33 contains 16388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704720.000000 Penalty: 117273.000000
Iteration 205Q: 34 clusters Score -1.577047e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22568 members 
Mstep: Class 4 contains 10265 members 
Mstep: Class 5 contains 15229 members 
Mstep: Class 6 contains 101541 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 223841 members 
Mstep: Class 9 contains 97650 members 
Mstep: Class 10 contains 12314 members 
Mstep: Class 11 contains 9013 members 
Mstep: Class 12 contains 8009 members 
Mstep: Class 13 contains 12872 members 
Mstep: Class 14 contains 306131 members 
Mstep: Class 15 contains 217744 members 
Mstep: Class 16 contains 11097 members 
Mstep: Class 17 contains 13106 members 
Mstep: Class 18 contains 17724 members 
Mstep: Class 19 contains 6903 members 
Mstep: Class 20 contains 63290 members 
Mstep: Class 21 contains 127988 members 
Mstep: Class 22 contains 4187 members 
Mstep: Class 23 contains 15538 members 
Mstep: Class 24 contains 228001 members 
Mstep: Class 25 contains 13079 members 
Mstep: Class 26 contains 9722 members 
Mstep: Class 27 contains 16205 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11377 members 
Mstep: Class 30 contains 7165 members 
Mstep: Class 31 contains 16801 members 
Mstep: Class 32 contains 6865 members 
Mstep: Class 33 contains 16391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704656.000000 Penalty: 117273.000000
Iteration 206Q: 34 clusters Score -1.577047e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 22565 members 
Mstep: Class 4 contains 10273 members 
Mstep: Class 5 contains 15224 members 
Mstep: Class 6 contains 101519 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 223825 members 
Mstep: Class 9 contains 97652 members 
Mstep: Class 10 contains 12314 members 
Mstep: Class 11 contains 9011 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 12873 members 
Mstep: Class 14 contains 306126 members 
Mstep: Class 15 contains 217739 members 
Mstep: Class 16 contains 11098 members 
Mstep: Class 17 contains 13113 members 
Mstep: Class 18 contains 17715 members 
Mstep: Class 19 contains 6901 members 
Mstep: Class 20 contains 63290 members 
Mstep: Class 21 contains 127984 members 
Mstep: Class 22 contains 4209 members 
Mstep: Class 23 contains 15537 members 
Mstep: Class 24 contains 228002 members 
Mstep: Class 25 contains 13076 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16196 members 
Mstep: Class 28 contains 5335 members 
Mstep: Class 29 contains 11376 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 16806 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 16394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704640.000000 Penalty: 117273.000000
Iteration 207Q: 34 clusters Score -1.577046e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 11740 members 
Mstep: Class 3 contains 22568 members 
Mstep: Class 4 contains 10276 members 
Mstep: Class 5 contains 15223 members 
Mstep: Class 6 contains 101502 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 223809 members 
Mstep: Class 9 contains 97653 members 
Mstep: Class 10 contains 12314 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12873 members 
Mstep: Class 14 contains 306121 members 
Mstep: Class 15 contains 217737 members 
Mstep: Class 16 contains 11100 members 
Mstep: Class 17 contains 13117 members 
Mstep: Class 18 contains 17714 members 
Mstep: Class 19 contains 6895 members 
Mstep: Class 20 contains 63289 members 
Mstep: Class 21 contains 127970 members 
Mstep: Class 22 contains 4227 members 
Mstep: Class 23 contains 15535 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 13072 members 
Mstep: Class 26 contains 9725 members 
Mstep: Class 27 contains 16179 members 
Mstep: Class 28 contains 5334 members 
Mstep: Class 29 contains 11376 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 16812 members 
Mstep: Class 32 contains 6869 members 
Mstep: Class 33 contains 16395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704720.000000 Penalty: 117273.000000
Iteration 208Q: 34 clusters Score -1.577047e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 11747 members 
Mstep: Class 3 contains 22567 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 15224 members 
Mstep: Class 6 contains 101490 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223796 members 
Mstep: Class 9 contains 97657 members 
Mstep: Class 10 contains 12313 members 
Mstep: Class 11 contains 9006 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12872 members 
Mstep: Class 14 contains 306116 members 
Mstep: Class 15 contains 217738 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13117 members 
Mstep: Class 18 contains 17713 members 
Mstep: Class 19 contains 6890 members 
Mstep: Class 20 contains 63289 members 
Mstep: Class 21 contains 127967 members 
Mstep: Class 22 contains 4242 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 227991 members 
Mstep: Class 25 contains 13072 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16157 members 
Mstep: Class 28 contains 5329 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7166 members 
Mstep: Class 31 contains 16814 members 
Mstep: Class 32 contains 6870 members 
Mstep: Class 33 contains 16398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704880.000000 Penalty: 117273.000000
Iteration 209Q: 34 clusters Score -1.577049e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 11747 members 
Mstep: Class 3 contains 22564 members 
Mstep: Class 4 contains 10292 members 
Mstep: Class 5 contains 15223 members 
Mstep: Class 6 contains 101483 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223782 members 
Mstep: Class 9 contains 97663 members 
Mstep: Class 10 contains 12311 members 
Mstep: Class 11 contains 9003 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12871 members 
Mstep: Class 14 contains 306113 members 
Mstep: Class 15 contains 217738 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13118 members 
Mstep: Class 18 contains 17711 members 
Mstep: Class 19 contains 6887 members 
Mstep: Class 20 contains 63289 members 
Mstep: Class 21 contains 127966 members 
Mstep: Class 22 contains 4254 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 227991 members 
Mstep: Class 25 contains 13075 members 
Mstep: Class 26 contains 9725 members 
Mstep: Class 27 contains 16147 members 
Mstep: Class 28 contains 5323 members 
Mstep: Class 29 contains 11376 members 
Mstep: Class 30 contains 7165 members 
Mstep: Class 31 contains 16816 members 
Mstep: Class 32 contains 6869 members 
Mstep: Class 33 contains 16401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704752.000000 Penalty: 117273.000000
Iteration 210Q: 34 clusters Score -1.577048e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 22560 members 
Mstep: Class 4 contains 10293 members 
Mstep: Class 5 contains 15219 members 
Mstep: Class 6 contains 101480 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223771 members 
Mstep: Class 9 contains 97669 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 11 contains 8997 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12872 members 
Mstep: Class 14 contains 306112 members 
Mstep: Class 15 contains 217735 members 
Mstep: Class 16 contains 11100 members 
Mstep: Class 17 contains 13117 members 
Mstep: Class 18 contains 17708 members 
Mstep: Class 19 contains 6885 members 
Mstep: Class 20 contains 63289 members 
Mstep: Class 21 contains 127973 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 227986 members 
Mstep: Class 25 contains 13077 members 
Mstep: Class 26 contains 9725 members 
Mstep: Class 27 contains 16138 members 
Mstep: Class 28 contains 5321 members 
Mstep: Class 29 contains 11376 members 
Mstep: Class 30 contains 7165 members 
Mstep: Class 31 contains 16815 members 
Mstep: Class 32 contains 6868 members 
Mstep: Class 33 contains 16403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704656.000000 Penalty: 117273.000000
Iteration 211Q: 34 clusters Score -1.577047e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 11748 members 
Mstep: Class 3 contains 22559 members 
Mstep: Class 4 contains 10293 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101476 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 223763 members 
Mstep: Class 9 contains 97668 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 11 contains 8995 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 12872 members 
Mstep: Class 14 contains 306111 members 
Mstep: Class 15 contains 217732 members 
Mstep: Class 16 contains 11100 members 
Mstep: Class 17 contains 13115 members 
Mstep: Class 18 contains 17709 members 
Mstep: Class 19 contains 6886 members 
Mstep: Class 20 contains 63289 members 
Mstep: Class 21 contains 127974 members 
Mstep: Class 22 contains 4289 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 13072 members 
Mstep: Class 26 contains 9725 members 
Mstep: Class 27 contains 16123 members 
Mstep: Class 28 contains 5322 members 
Mstep: Class 29 contains 11376 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16815 members 
Mstep: Class 32 contains 6868 members 
Mstep: Class 33 contains 16404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704432.000000 Penalty: 117273.000000
Iteration 212Q: 34 clusters Score -1.577044e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 11748 members 
Mstep: Class 3 contains 22558 members 
Mstep: Class 4 contains 10296 members 
Mstep: Class 5 contains 15213 members 
Mstep: Class 6 contains 101469 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 223755 members 
Mstep: Class 9 contains 97667 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 11 contains 8995 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 12872 members 
Mstep: Class 14 contains 306114 members 
Mstep: Class 15 contains 217728 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13114 members 
Mstep: Class 18 contains 17707 members 
Mstep: Class 19 contains 6885 members 
Mstep: Class 20 contains 63290 members 
Mstep: Class 21 contains 127979 members 
Mstep: Class 22 contains 4304 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 227990 members 
Mstep: Class 25 contains 13071 members 
Mstep: Class 26 contains 9724 members 
Mstep: Class 27 contains 16112 members 
Mstep: Class 28 contains 5324 members 
Mstep: Class 29 contains 11376 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16813 members 
Mstep: Class 32 contains 6869 members 
Mstep: Class 33 contains 16404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704576.000000 Penalty: 117273.000000
Iteration 213Q: 34 clusters Score -1.577046e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 11748 members 
Mstep: Class 3 contains 22556 members 
Mstep: Class 4 contains 10296 members 
Mstep: Class 5 contains 15213 members 
Mstep: Class 6 contains 101466 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 223752 members 
Mstep: Class 9 contains 97658 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 11 contains 8993 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 12872 members 
Mstep: Class 14 contains 306114 members 
Mstep: Class 15 contains 217730 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13114 members 
Mstep: Class 18 contains 17709 members 
Mstep: Class 19 contains 6879 members 
Mstep: Class 20 contains 63290 members 
Mstep: Class 21 contains 127987 members 
Mstep: Class 22 contains 4316 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 227994 members 
Mstep: Class 25 contains 13071 members 
Mstep: Class 26 contains 9722 members 
Mstep: Class 27 contains 16097 members 
Mstep: Class 28 contains 5325 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16814 members 
Mstep: Class 32 contains 6868 members 
Mstep: Class 33 contains 16404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704640.000000 Penalty: 117273.000000
Iteration 214Q: 34 clusters Score -1.577046e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 11748 members 
Mstep: Class 3 contains 22556 members 
Mstep: Class 4 contains 10297 members 
Mstep: Class 5 contains 15209 members 
Mstep: Class 6 contains 101465 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 223752 members 
Mstep: Class 9 contains 97652 members 
Mstep: Class 10 contains 12307 members 
Mstep: Class 11 contains 8990 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 12873 members 
Mstep: Class 14 contains 306112 members 
Mstep: Class 15 contains 217730 members 
Mstep: Class 16 contains 11101 members 
Mstep: Class 17 contains 13111 members 
Mstep: Class 18 contains 17711 members 
Mstep: Class 19 contains 6880 members 
Mstep: Class 20 contains 63291 members 
Mstep: Class 21 contains 127989 members 
Mstep: Class 22 contains 4328 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 227988 members 
Mstep: Class 25 contains 13071 members 
Mstep: Class 26 contains 9722 members 
Mstep: Class 27 contains 16084 members 
Mstep: Class 28 contains 5331 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16818 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 16404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704640.000000 Penalty: 117273.000000
Iteration 215Q: 34 clusters Score -1.577046e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 11748 members 
Mstep: Class 3 contains 22556 members 
Mstep: Class 4 contains 10298 members 
Mstep: Class 5 contains 15210 members 
Mstep: Class 6 contains 101463 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 223750 members 
Mstep: Class 9 contains 97653 members 
Mstep: Class 10 contains 12306 members 
Mstep: Class 11 contains 8990 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 12876 members 
Mstep: Class 14 contains 306109 members 
Mstep: Class 15 contains 217729 members 
Mstep: Class 16 contains 11101 members 
Mstep: Class 17 contains 13110 members 
Mstep: Class 18 contains 17712 members 
Mstep: Class 19 contains 6879 members 
Mstep: Class 20 contains 63292 members 
Mstep: Class 21 contains 127988 members 
Mstep: Class 22 contains 4334 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 228000 members 
Mstep: Class 25 contains 13070 members 
Mstep: Class 26 contains 9723 members 
Mstep: Class 27 contains 16070 members 
Mstep: Class 28 contains 5328 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16819 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 16404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704736.000000 Penalty: 117273.000000
Iteration 216Q: 34 clusters Score -1.577047e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 11747 members 
Mstep: Class 3 contains 22552 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 15206 members 
Mstep: Class 6 contains 101460 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223749 members 
Mstep: Class 9 contains 97657 members 
Mstep: Class 10 contains 12306 members 
Mstep: Class 11 contains 8988 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306107 members 
Mstep: Class 15 contains 217724 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13110 members 
Mstep: Class 18 contains 17711 members 
Mstep: Class 19 contains 6880 members 
Mstep: Class 20 contains 63290 members 
Mstep: Class 21 contains 127986 members 
Mstep: Class 22 contains 4347 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 228001 members 
Mstep: Class 25 contains 13069 members 
Mstep: Class 26 contains 9723 members 
Mstep: Class 27 contains 16058 members 
Mstep: Class 28 contains 5336 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16820 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 16402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704656.000000 Penalty: 117273.000000
Iteration 217Q: 34 clusters Score -1.577047e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 11747 members 
Mstep: Class 3 contains 22553 members 
Mstep: Class 4 contains 10309 members 
Mstep: Class 5 contains 15205 members 
Mstep: Class 6 contains 101457 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223747 members 
Mstep: Class 9 contains 97656 members 
Mstep: Class 10 contains 12306 members 
Mstep: Class 11 contains 8987 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306105 members 
Mstep: Class 15 contains 217722 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13110 members 
Mstep: Class 18 contains 17712 members 
Mstep: Class 19 contains 6880 members 
Mstep: Class 20 contains 63289 members 
Mstep: Class 21 contains 127987 members 
Mstep: Class 22 contains 4353 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 228000 members 
Mstep: Class 25 contains 13069 members 
Mstep: Class 26 contains 9723 members 
Mstep: Class 27 contains 16052 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16821 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 16402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704512.000000 Penalty: 117273.000000
Iteration 218Q: 34 clusters Score -1.577045e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 11748 members 
Mstep: Class 3 contains 22556 members 
Mstep: Class 4 contains 10309 members 
Mstep: Class 5 contains 15202 members 
Mstep: Class 6 contains 101456 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223741 members 
Mstep: Class 9 contains 97658 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 8986 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12879 members 
Mstep: Class 14 contains 306104 members 
Mstep: Class 15 contains 217722 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13108 members 
Mstep: Class 18 contains 17710 members 
Mstep: Class 19 contains 6879 members 
Mstep: Class 20 contains 63288 members 
Mstep: Class 21 contains 127987 members 
Mstep: Class 22 contains 4364 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 227999 members 
Mstep: Class 25 contains 13069 members 
Mstep: Class 26 contains 9724 members 
Mstep: Class 27 contains 16046 members 
Mstep: Class 28 contains 5346 members 
Mstep: Class 29 contains 11374 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16822 members 
Mstep: Class 32 contains 6868 members 
Mstep: Class 33 contains 16402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704640.000000 Penalty: 117273.000000
Iteration 219Q: 34 clusters Score -1.577046e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 11749 members 
Mstep: Class 3 contains 22558 members 
Mstep: Class 4 contains 10309 members 
Mstep: Class 5 contains 15199 members 
Mstep: Class 6 contains 101451 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223742 members 
Mstep: Class 9 contains 97648 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 8986 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12880 members 
Mstep: Class 14 contains 306105 members 
Mstep: Class 15 contains 217720 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13107 members 
Mstep: Class 18 contains 17707 members 
Mstep: Class 19 contains 6879 members 
Mstep: Class 20 contains 63288 members 
Mstep: Class 21 contains 127987 members 
Mstep: Class 22 contains 4382 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 227999 members 
Mstep: Class 25 contains 13069 members 
Mstep: Class 26 contains 9725 members 
Mstep: Class 27 contains 16044 members 
Mstep: Class 28 contains 5339 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16826 members 
Mstep: Class 32 contains 6868 members 
Mstep: Class 33 contains 16403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704640.000000 Penalty: 117273.000000
Iteration 220F: 34 clusters Score -1.577046e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 11750 members 
Mstep: Class 3 contains 22559 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 15198 members 
Mstep: Class 6 contains 101451 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223745 members 
Mstep: Class 9 contains 97644 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 8986 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12880 members 
Mstep: Class 14 contains 306105 members 
Mstep: Class 15 contains 217719 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13109 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 6878 members 
Mstep: Class 20 contains 63288 members 
Mstep: Class 21 contains 127985 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 228002 members 
Mstep: Class 25 contains 13070 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16044 members 
Mstep: Class 28 contains 5330 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16824 members 
Mstep: Class 32 contains 6868 members 
Mstep: Class 33 contains 16402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704704.000000 Penalty: 117273.000000
Iteration 221Q: 34 clusters Score -1.577047e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 11751 members 
Mstep: Class 3 contains 22557 members 
Mstep: Class 4 contains 10314 members 
Mstep: Class 5 contains 15198 members 
Mstep: Class 6 contains 101452 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 223744 members 
Mstep: Class 9 contains 97634 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 8986 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12880 members 
Mstep: Class 14 contains 306104 members 
Mstep: Class 15 contains 217718 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13110 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 6878 members 
Mstep: Class 20 contains 63287 members 
Mstep: Class 21 contains 127982 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 228000 members 
Mstep: Class 25 contains 13070 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16043 members 
Mstep: Class 28 contains 5328 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16824 members 
Mstep: Class 32 contains 6868 members 
Mstep: Class 33 contains 16403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704736.000000 Penalty: 117273.000000
Iteration 222Q: 34 clusters Score -1.577047e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 11752 members 
Mstep: Class 3 contains 22558 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 15195 members 
Mstep: Class 6 contains 101449 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 223740 members 
Mstep: Class 9 contains 97629 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 8986 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12880 members 
Mstep: Class 14 contains 306102 members 
Mstep: Class 15 contains 217720 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 13110 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 6878 members 
Mstep: Class 20 contains 63286 members 
Mstep: Class 21 contains 127982 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 228001 members 
Mstep: Class 25 contains 13069 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16042 members 
Mstep: Class 28 contains 5324 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16827 members 
Mstep: Class 32 contains 6868 members 
Mstep: Class 33 contains 16404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704784.000000 Penalty: 117273.000000
Iteration 223Q: 34 clusters Score -1.577048e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 11753 members 
Mstep: Class 3 contains 22561 members 
Mstep: Class 4 contains 10321 members 
Mstep: Class 5 contains 15192 members 
Mstep: Class 6 contains 101447 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 223737 members 
Mstep: Class 9 contains 97626 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 8986 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 12880 members 
Mstep: Class 14 contains 306101 members 
Mstep: Class 15 contains 217719 members 
Mstep: Class 16 contains 11101 members 
Mstep: Class 17 contains 13109 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 6878 members 
Mstep: Class 20 contains 63286 members 
Mstep: Class 21 contains 127977 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 228000 members 
Mstep: Class 25 contains 13069 members 
Mstep: Class 26 contains 9727 members 
Mstep: Class 27 contains 16042 members 
Mstep: Class 28 contains 5324 members 
Mstep: Class 29 contains 11374 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16830 members 
Mstep: Class 32 contains 6869 members 
Mstep: Class 33 contains 16405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704848.000000 Penalty: 117273.000000
Iteration 224Q: 34 clusters Score -1.577048e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 11752 members 
Mstep: Class 3 contains 22559 members 
Mstep: Class 4 contains 10323 members 
Mstep: Class 5 contains 15190 members 
Mstep: Class 6 contains 101444 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 223731 members 
Mstep: Class 9 contains 97623 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 8986 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 12879 members 
Mstep: Class 14 contains 306101 members 
Mstep: Class 15 contains 217718 members 
Mstep: Class 16 contains 11101 members 
Mstep: Class 17 contains 13110 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 6875 members 
Mstep: Class 20 contains 63286 members 
Mstep: Class 21 contains 127980 members 
Mstep: Class 22 contains 4445 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 227998 members 
Mstep: Class 25 contains 13069 members 
Mstep: Class 26 contains 9727 members 
Mstep: Class 27 contains 16038 members 
Mstep: Class 28 contains 5331 members 
Mstep: Class 29 contains 11374 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16831 members 
Mstep: Class 32 contains 6870 members 
Mstep: Class 33 contains 16406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704848.000000 Penalty: 117273.000000
Iteration 225Q: 34 clusters Score -1.577048e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 11752 members 
Mstep: Class 3 contains 22564 members 
Mstep: Class 4 contains 10322 members 
Mstep: Class 5 contains 15188 members 
Mstep: Class 6 contains 101442 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 223728 members 
Mstep: Class 9 contains 97618 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 8985 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12880 members 
Mstep: Class 14 contains 306100 members 
Mstep: Class 15 contains 217718 members 
Mstep: Class 16 contains 11101 members 
Mstep: Class 17 contains 13111 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 6873 members 
Mstep: Class 20 contains 63285 members 
Mstep: Class 21 contains 127978 members 
Mstep: Class 22 contains 4453 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 227998 members 
Mstep: Class 25 contains 13068 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16036 members 
Mstep: Class 28 contains 5335 members 
Mstep: Class 29 contains 11374 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16831 members 
Mstep: Class 32 contains 6871 members 
Mstep: Class 33 contains 16408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704736.000000 Penalty: 117273.000000
Iteration 226Q: 34 clusters Score -1.577047e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 11753 members 
Mstep: Class 3 contains 22564 members 
Mstep: Class 4 contains 10323 members 
Mstep: Class 5 contains 15184 members 
Mstep: Class 6 contains 101439 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 223726 members 
Mstep: Class 9 contains 97617 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12879 members 
Mstep: Class 14 contains 306098 members 
Mstep: Class 15 contains 217717 members 
Mstep: Class 16 contains 11103 members 
Mstep: Class 17 contains 13112 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 6872 members 
Mstep: Class 20 contains 63285 members 
Mstep: Class 21 contains 127977 members 
Mstep: Class 22 contains 4460 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 227999 members 
Mstep: Class 25 contains 13066 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16035 members 
Mstep: Class 28 contains 5336 members 
Mstep: Class 29 contains 11374 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16831 members 
Mstep: Class 32 contains 6871 members 
Mstep: Class 33 contains 16412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704704.000000 Penalty: 117273.000000
Iteration 227Q: 34 clusters Score -1.577047e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 11754 members 
Mstep: Class 3 contains 22563 members 
Mstep: Class 4 contains 10323 members 
Mstep: Class 5 contains 15181 members 
Mstep: Class 6 contains 101439 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 223719 members 
Mstep: Class 9 contains 97624 members 
Mstep: Class 10 contains 12306 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12879 members 
Mstep: Class 14 contains 306097 members 
Mstep: Class 15 contains 217718 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13111 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 6872 members 
Mstep: Class 20 contains 63285 members 
Mstep: Class 21 contains 127972 members 
Mstep: Class 22 contains 4467 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 228000 members 
Mstep: Class 25 contains 13066 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16035 members 
Mstep: Class 28 contains 5336 members 
Mstep: Class 29 contains 11374 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16831 members 
Mstep: Class 32 contains 6871 members 
Mstep: Class 33 contains 16414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704768.000000 Penalty: 117273.000000
Iteration 228Q: 34 clusters Score -1.577048e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 11754 members 
Mstep: Class 3 contains 22565 members 
Mstep: Class 4 contains 10327 members 
Mstep: Class 5 contains 15179 members 
Mstep: Class 6 contains 101436 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 223716 members 
Mstep: Class 9 contains 97620 members 
Mstep: Class 10 contains 12306 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306096 members 
Mstep: Class 15 contains 217720 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13112 members 
Mstep: Class 18 contains 17696 members 
Mstep: Class 19 contains 6872 members 
Mstep: Class 20 contains 63283 members 
Mstep: Class 21 contains 127973 members 
Mstep: Class 22 contains 4477 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 228000 members 
Mstep: Class 25 contains 13065 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16034 members 
Mstep: Class 28 contains 5336 members 
Mstep: Class 29 contains 11374 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16830 members 
Mstep: Class 32 contains 6870 members 
Mstep: Class 33 contains 16415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704768.000000 Penalty: 117273.000000
Iteration 229Q: 34 clusters Score -1.577048e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 11754 members 
Mstep: Class 3 contains 22566 members 
Mstep: Class 4 contains 10327 members 
Mstep: Class 5 contains 15174 members 
Mstep: Class 6 contains 101434 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223710 members 
Mstep: Class 9 contains 97618 members 
Mstep: Class 10 contains 12306 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306093 members 
Mstep: Class 15 contains 217721 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13113 members 
Mstep: Class 18 contains 17693 members 
Mstep: Class 19 contains 6872 members 
Mstep: Class 20 contains 63282 members 
Mstep: Class 21 contains 127975 members 
Mstep: Class 22 contains 4492 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 228000 members 
Mstep: Class 25 contains 13065 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16034 members 
Mstep: Class 28 contains 5335 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16829 members 
Mstep: Class 32 contains 6869 members 
Mstep: Class 33 contains 16416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704768.000000 Penalty: 117273.000000
Iteration 230Q: 34 clusters Score -1.577048e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 11752 members 
Mstep: Class 3 contains 22566 members 
Mstep: Class 4 contains 10324 members 
Mstep: Class 5 contains 15170 members 
Mstep: Class 6 contains 101432 members 
Mstep: Class 7 contains 8234 members 
Mstep: Class 8 contains 223706 members 
Mstep: Class 9 contains 97619 members 
Mstep: Class 10 contains 12306 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306091 members 
Mstep: Class 15 contains 217720 members 
Mstep: Class 16 contains 11103 members 
Mstep: Class 17 contains 13115 members 
Mstep: Class 18 contains 17692 members 
Mstep: Class 19 contains 6870 members 
Mstep: Class 20 contains 63282 members 
Mstep: Class 21 contains 127978 members 
Mstep: Class 22 contains 4509 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 228000 members 
Mstep: Class 25 contains 13065 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16035 members 
Mstep: Class 28 contains 5335 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16829 members 
Mstep: Class 32 contains 6868 members 
Mstep: Class 33 contains 16417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704816.000000 Penalty: 117273.000000
Iteration 231Q: 34 clusters Score -1.577048e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 11750 members 
Mstep: Class 3 contains 22564 members 
Mstep: Class 4 contains 10321 members 
Mstep: Class 5 contains 15166 members 
Mstep: Class 6 contains 101429 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 223705 members 
Mstep: Class 9 contains 97617 members 
Mstep: Class 10 contains 12306 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306091 members 
Mstep: Class 15 contains 217716 members 
Mstep: Class 16 contains 11103 members 
Mstep: Class 17 contains 13116 members 
Mstep: Class 18 contains 17690 members 
Mstep: Class 19 contains 6871 members 
Mstep: Class 20 contains 63282 members 
Mstep: Class 21 contains 127978 members 
Mstep: Class 22 contains 4538 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 227999 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16036 members 
Mstep: Class 28 contains 5335 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7161 members 
Mstep: Class 31 contains 16831 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 16417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705008.000000 Penalty: 117273.000000
Iteration 232Q: 34 clusters Score -1.57705e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 11748 members 
Mstep: Class 3 contains 22559 members 
Mstep: Class 4 contains 10317 members 
Mstep: Class 5 contains 15164 members 
Mstep: Class 6 contains 101426 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 223704 members 
Mstep: Class 9 contains 97616 members 
Mstep: Class 10 contains 12306 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306092 members 
Mstep: Class 15 contains 217717 members 
Mstep: Class 16 contains 11103 members 
Mstep: Class 17 contains 13114 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 6871 members 
Mstep: Class 20 contains 63280 members 
Mstep: Class 21 contains 127982 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 227998 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16037 members 
Mstep: Class 28 contains 5335 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7161 members 
Mstep: Class 31 contains 16832 members 
Mstep: Class 32 contains 6868 members 
Mstep: Class 33 contains 16417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705024.000000 Penalty: 117273.000000
Iteration 233Q: 34 clusters Score -1.57705e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 22552 members 
Mstep: Class 4 contains 10318 members 
Mstep: Class 5 contains 15163 members 
Mstep: Class 6 contains 101424 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 223708 members 
Mstep: Class 9 contains 97615 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12879 members 
Mstep: Class 14 contains 306093 members 
Mstep: Class 15 contains 217718 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13114 members 
Mstep: Class 18 contains 17682 members 
Mstep: Class 19 contains 6871 members 
Mstep: Class 20 contains 63277 members 
Mstep: Class 21 contains 127983 members 
Mstep: Class 22 contains 4607 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 227995 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 9725 members 
Mstep: Class 27 contains 16041 members 
Mstep: Class 28 contains 5335 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16830 members 
Mstep: Class 32 contains 6868 members 
Mstep: Class 33 contains 16417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705008.000000 Penalty: 117273.000000
Iteration 234Q: 34 clusters Score -1.57705e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 11747 members 
Mstep: Class 3 contains 22548 members 
Mstep: Class 4 contains 10323 members 
Mstep: Class 5 contains 15162 members 
Mstep: Class 6 contains 101419 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 223707 members 
Mstep: Class 9 contains 97616 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12879 members 
Mstep: Class 14 contains 306093 members 
Mstep: Class 15 contains 217718 members 
Mstep: Class 16 contains 11105 members 
Mstep: Class 17 contains 13112 members 
Mstep: Class 18 contains 17683 members 
Mstep: Class 19 contains 6871 members 
Mstep: Class 20 contains 63276 members 
Mstep: Class 21 contains 127982 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 227992 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 9724 members 
Mstep: Class 27 contains 16042 members 
Mstep: Class 28 contains 5336 members 
Mstep: Class 29 contains 11376 members 
Mstep: Class 30 contains 7163 members 
Mstep: Class 31 contains 16830 members 
Mstep: Class 32 contains 6868 members 
Mstep: Class 33 contains 16417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705008.000000 Penalty: 117273.000000
Iteration 235Q: 34 clusters Score -1.57705e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 11748 members 
Mstep: Class 3 contains 22543 members 
Mstep: Class 4 contains 10321 members 
Mstep: Class 5 contains 15157 members 
Mstep: Class 6 contains 101415 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 223704 members 
Mstep: Class 9 contains 97615 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12879 members 
Mstep: Class 14 contains 306094 members 
Mstep: Class 15 contains 217720 members 
Mstep: Class 16 contains 11105 members 
Mstep: Class 17 contains 13110 members 
Mstep: Class 18 contains 17683 members 
Mstep: Class 19 contains 6871 members 
Mstep: Class 20 contains 63274 members 
Mstep: Class 21 contains 127988 members 
Mstep: Class 22 contains 4667 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 227993 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 9724 members 
Mstep: Class 27 contains 16041 members 
Mstep: Class 28 contains 5334 members 
Mstep: Class 29 contains 11377 members 
Mstep: Class 30 contains 7163 members 
Mstep: Class 31 contains 16829 members 
Mstep: Class 32 contains 6868 members 
Mstep: Class 33 contains 16417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704944.000000 Penalty: 117273.000000
Iteration 236Q: 34 clusters Score -1.577049e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 11747 members 
Mstep: Class 3 contains 22537 members 
Mstep: Class 4 contains 10321 members 
Mstep: Class 5 contains 15154 members 
Mstep: Class 6 contains 101408 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 223698 members 
Mstep: Class 9 contains 97611 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12879 members 
Mstep: Class 14 contains 306094 members 
Mstep: Class 15 contains 217720 members 
Mstep: Class 16 contains 11105 members 
Mstep: Class 17 contains 13111 members 
Mstep: Class 18 contains 17683 members 
Mstep: Class 19 contains 6870 members 
Mstep: Class 20 contains 63273 members 
Mstep: Class 21 contains 127986 members 
Mstep: Class 22 contains 4696 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 227994 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 9724 members 
Mstep: Class 27 contains 16037 members 
Mstep: Class 28 contains 5335 members 
Mstep: Class 29 contains 11377 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16829 members 
Mstep: Class 32 contains 6868 members 
Mstep: Class 33 contains 16417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705040.000000 Penalty: 117273.000000
Iteration 237Q: 34 clusters Score -1.57705e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 11747 members 
Mstep: Class 3 contains 22539 members 
Mstep: Class 4 contains 10320 members 
Mstep: Class 5 contains 15154 members 
Mstep: Class 6 contains 101404 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 223695 members 
Mstep: Class 9 contains 97606 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12879 members 
Mstep: Class 14 contains 306093 members 
Mstep: Class 15 contains 217720 members 
Mstep: Class 16 contains 11105 members 
Mstep: Class 17 contains 13111 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 6867 members 
Mstep: Class 20 contains 63272 members 
Mstep: Class 21 contains 127983 members 
Mstep: Class 22 contains 4724 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 227994 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 9725 members 
Mstep: Class 27 contains 16035 members 
Mstep: Class 28 contains 5335 members 
Mstep: Class 29 contains 11377 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16831 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 16417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705168.000000 Penalty: 117273.000000
Iteration 238Q: 34 clusters Score -1.577052e+08 nChanged 107
Entering ConstructFrom: 
Score: -157705168.000000 Penalty: 117273.000000
Entering ConstructFrom: 
Trying to split cluster 1 (24220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Entering Unmasked Estep 
Score: -2168590.750000 Penalty: 2503.543701
	Iteration 0F: 2 clusters Score -2168591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2151753.500000 Penalty: 5007.087402
	Iteration 0F: 3 clusters Score -2151754 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2157826.500000 Penalty: 5007.087402
	Iteration 1F: 3 clusters Score -2157826 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2158481.000000 Penalty: 5007.087402
	Iteration 2F: 3 clusters Score -2158481 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2159087.250000 Penalty: 5007.087402
	Iteration 3F: 3 clusters Score -2159087 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2159698.000000 Penalty: 5007.087402
	Iteration 4F: 3 clusters Score -2159698 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2160331.750000 Penalty: 5007.087402
	Iteration 5Q: 3 clusters Score -2160332 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2161061.500000 Penalty: 5007.087402
	Iteration 6Q: 3 clusters Score -2161062 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2161801.500000 Penalty: 5007.087402
	Iteration 7F: 3 clusters Score -2161802 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2162420.750000 Penalty: 5007.087402
	Iteration 8Q: 3 clusters Score -2162421 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2163020.250000 Penalty: 5007.087402
	Iteration 9Q: 3 clusters Score -2163020 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2163594.500000 Penalty: 5007.087402
	Iteration 10Q: 3 clusters Score -2163594 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2164118.000000 Penalty: 5007.087402
	Iteration 11Q: 3 clusters Score -2164118 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2164550.500000 Penalty: 5007.087402
	Iteration 12Q: 3 clusters Score -2164550 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2164921.250000 Penalty: 5007.087402
	Iteration 13Q: 3 clusters Score -2164921 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2165240.250000 Penalty: 5007.087402
	Iteration 14Q: 3 clusters Score -2165240 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2165569.750000 Penalty: 5007.087402
	Iteration 15Q: 3 clusters Score -2165570 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2165975.000000 Penalty: 5007.087402
	Iteration 16Q: 3 clusters Score -2165975 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2166313.750000 Penalty: 5007.087402
	Iteration 17Q: 3 clusters Score -2166314 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2166533.500000 Penalty: 5007.087402
	Iteration 18Q: 3 clusters Score -2166534 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2166668.000000 Penalty: 5007.087402
	Iteration 19Q: 3 clusters Score -2166668 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2166741.250000 Penalty: 5007.087402
	Iteration 20F: 3 clusters Score -2166741 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2166790.750000 Penalty: 5007.087402
	Iteration 21Q: 3 clusters Score -2166791 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2166826.000000 Penalty: 5007.087402
	Iteration 22Q: 3 clusters Score -2166826 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2166855.250000 Penalty: 5007.087402
	Iteration 23Q: 3 clusters Score -2166855 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2166873.500000 Penalty: 5007.087402
	Iteration 24Q: 3 clusters Score -2166874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2166887.750000 Penalty: 5007.087402
	Iteration 25Q: 3 clusters Score -2166888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2166901.000000 Penalty: 5007.087402
	Iteration 26Q: 3 clusters Score -2166901 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2166909.000000 Penalty: 5007.087402
	Iteration 27Q: 3 clusters Score -2166909 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2166927.250000 Penalty: 5007.087402
	Iteration 28Q: 3 clusters Score -2166927 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2166941.500000 Penalty: 5007.087402
	Iteration 29Q: 3 clusters Score -2166942 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2166954.750000 Penalty: 5007.087402
	Iteration 30Q: 3 clusters Score -2166955 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2166971.250000 Penalty: 5007.087402
	Iteration 31Q: 3 clusters Score -2166971 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2166986.250000 Penalty: 5007.087402
	Iteration 32Q: 3 clusters Score -2166986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2166990.250000 Penalty: 5007.087402
	Iteration 33Q: 3 clusters Score -2166990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2166999.250000 Penalty: 5007.087402
	Iteration 34Q: 3 clusters Score -2166999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2167007.000000 Penalty: 5007.087402
	Iteration 35Q: 3 clusters Score -2167007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2167015.000000 Penalty: 5007.087402
	Iteration 36Q: 3 clusters Score -2167015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2167028.500000 Penalty: 5007.087402
	Iteration 37Q: 3 clusters Score -2167028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2167027.500000 Penalty: 5007.087402
	Iteration 38Q: 3 clusters Score -2167028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2167035.500000 Penalty: 5007.087402
	Iteration 39Q: 3 clusters Score -2167036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2167045.500000 Penalty: 5007.087402
	Iteration 40F: 3 clusters Score -2167046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2167050.250000 Penalty: 5007.087402
	Iteration 41Q: 3 clusters Score -2167050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2167055.500000 Penalty: 5007.087402
	Iteration 42Q: 3 clusters Score -2167056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2167060.750000 Penalty: 5007.087402
	Iteration 43Q: 3 clusters Score -2167061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2167066.500000 Penalty: 5007.087402
	Iteration 44Q: 3 clusters Score -2167066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2167067.500000 Penalty: 5007.087402
	Iteration 45Q: 3 clusters Score -2167068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2167070.500000 Penalty: 5007.087402
	Iteration 46Q: 3 clusters Score -2167070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2167072.250000 Penalty: 5007.087402
	Iteration 47Q: 3 clusters Score -2167072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2167071.500000 Penalty: 5007.087402
	Iteration 48Q: 3 clusters Score -2167072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2167070.750000 Penalty: 5007.087402
	Iteration 49Q: 3 clusters Score -2167071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2167071.500000 Penalty: 5007.087402
	Iteration 50Q: 3 clusters Score -2167072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2167072.750000 Penalty: 5007.087402
	Iteration 51Q: 3 clusters Score -2167073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2167074.750000 Penalty: 5007.087402
	Iteration 52Q: 3 clusters Score -2167075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2167075.500000 Penalty: 5007.087402
	Iteration 53Q: 3 clusters Score -2167076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2167077.000000 Penalty: 5007.087402
	Iteration 54Q: 3 clusters Score -2167077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2167074.500000 Penalty: 5007.087402
	Iteration 55Q: 3 clusters Score -2167074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2167077.250000 Penalty: 5007.087402
	Iteration 56Q: 3 clusters Score -2167077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2167076.750000 Penalty: 5007.087402
	Iteration 57Q: 3 clusters Score -2167077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2167077.000000 Penalty: 5007.087402
	Iteration 58Q: 3 clusters Score -2167077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2167075.250000 Penalty: 5007.087402
	Iteration 59Q: 3 clusters Score -2167075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2167075.250000 Penalty: 5007.087402
	Iteration 60F: 3 clusters Score -2167075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Entering Unmasked Estep 
Score: -1105077.000000 Penalty: 2324.074463
	Iteration 0F: 2 clusters Score -1105077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1096263.000000 Penalty: 4648.148926
	Iteration 0F: 3 clusters Score -1096263 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1099208.125000 Penalty: 4648.148926
	Iteration 1F: 3 clusters Score -1099208 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1099975.750000 Penalty: 4648.148926
	Iteration 2F: 3 clusters Score -1099976 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1100869.250000 Penalty: 4648.148926
	Iteration 3F: 3 clusters Score -1100869 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1101739.000000 Penalty: 4648.148926
	Iteration 4F: 3 clusters Score -1101739 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1102524.125000 Penalty: 4648.148926
	Iteration 5F: 3 clusters Score -1102524 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1103116.750000 Penalty: 4648.148926
	Iteration 6F: 3 clusters Score -1103117 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1103568.750000 Penalty: 4648.148926
	Iteration 7F: 3 clusters Score -1103569 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1103845.000000 Penalty: 4648.148926
	Iteration 8Q: 3 clusters Score -1103845 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1104047.625000 Penalty: 4648.148926
	Iteration 9Q: 3 clusters Score -1104048 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1104191.625000 Penalty: 4648.148926
	Iteration 10Q: 3 clusters Score -1104192 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1104288.750000 Penalty: 4648.148926
	Iteration 11Q: 3 clusters Score -1104289 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1104367.500000 Penalty: 4648.148926
	Iteration 12Q: 3 clusters Score -1104368 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1104423.750000 Penalty: 4648.148926
	Iteration 13Q: 3 clusters Score -1104424 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1104469.500000 Penalty: 4648.148926
	Iteration 14Q: 3 clusters Score -1104470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1104494.500000 Penalty: 4648.148926
	Iteration 15Q: 3 clusters Score -1104494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1104519.125000 Penalty: 4648.148926
	Iteration 16Q: 3 clusters Score -1104519 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1104532.625000 Penalty: 4648.148926
	Iteration 17Q: 3 clusters Score -1104533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1104546.875000 Penalty: 4648.148926
	Iteration 18Q: 3 clusters Score -1104547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1104560.625000 Penalty: 4648.148926
	Iteration 19Q: 3 clusters Score -1104561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1104570.500000 Penalty: 4648.148926
	Iteration 20F: 3 clusters Score -1104570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1104580.000000 Penalty: 4648.148926
	Iteration 21Q: 3 clusters Score -1104580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1104582.625000 Penalty: 4648.148926
	Iteration 22Q: 3 clusters Score -1104583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1104585.375000 Penalty: 4648.148926
	Iteration 23Q: 3 clusters Score -1104585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1104587.750000 Penalty: 4648.148926
	Iteration 24Q: 3 clusters Score -1104588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1104591.750000 Penalty: 4648.148926
	Iteration 25Q: 3 clusters Score -1104592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1104592.625000 Penalty: 4648.148926
	Iteration 26Q: 3 clusters Score -1104593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1104596.750000 Penalty: 4648.148926
	Iteration 27Q: 3 clusters Score -1104597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1104599.125000 Penalty: 4648.148926
	Iteration 28Q: 3 clusters Score -1104599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1104600.625000 Penalty: 4648.148926
	Iteration 29Q: 3 clusters Score -1104601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1104605.375000 Penalty: 4648.148926
	Iteration 30Q: 3 clusters Score -1104605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1104605.250000 Penalty: 4648.148926
	Iteration 31Q: 3 clusters Score -1104605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1104604.875000 Penalty: 4648.148926
	Iteration 32Q: 3 clusters Score -1104605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1104608.000000 Penalty: 4648.148926
	Iteration 33Q: 3 clusters Score -1104608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1104606.750000 Penalty: 4648.148926
	Iteration 34Q: 3 clusters Score -1104607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1104607.375000 Penalty: 4648.148926
	Iteration 35Q: 3 clusters Score -1104607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1104607.375000 Penalty: 4648.148926
	Iteration 36F: 3 clusters Score -1104607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Entering Unmasked Estep 
Score: -2180235.750000 Penalty: 2485.682617
	Iteration 0F: 2 clusters Score -2180236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2164429.500000 Penalty: 4971.365234
	Iteration 0F: 3 clusters Score -2164430 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2170100.500000 Penalty: 4971.365234
	Iteration 1F: 3 clusters Score -2170100 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2170695.750000 Penalty: 4971.365234
	Iteration 2F: 3 clusters Score -2170696 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2171214.250000 Penalty: 4971.365234
	Iteration 3F: 3 clusters Score -2171214 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2171830.750000 Penalty: 4971.365234
	Iteration 4F: 3 clusters Score -2171831 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2172609.750000 Penalty: 4971.365234
	Iteration 5F: 3 clusters Score -2172610 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2173545.000000 Penalty: 4971.365234
	Iteration 6F: 3 clusters Score -2173545 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2174608.000000 Penalty: 4971.365234
	Iteration 7F: 3 clusters Score -2174608 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2175626.250000 Penalty: 4971.365234
	Iteration 8F: 3 clusters Score -2175626 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2176525.250000 Penalty: 4971.365234
	Iteration 9F: 3 clusters Score -2176525 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2177126.000000 Penalty: 4971.365234
	Iteration 10Q: 3 clusters Score -2177126 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2177470.250000 Penalty: 4971.365234
	Iteration 11Q: 3 clusters Score -2177470 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2177677.500000 Penalty: 4971.365234
	Iteration 12Q: 3 clusters Score -2177678 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2177818.750000 Penalty: 4971.365234
	Iteration 13Q: 3 clusters Score -2177819 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2177944.250000 Penalty: 4971.365234
	Iteration 14Q: 3 clusters Score -2177944 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2178061.000000 Penalty: 4971.365234
	Iteration 15Q: 3 clusters Score -2178061 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2178148.250000 Penalty: 4971.365234
	Iteration 16Q: 3 clusters Score -2178148 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2178217.500000 Penalty: 4971.365234
	Iteration 17Q: 3 clusters Score -2178218 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2178282.500000 Penalty: 4971.365234
	Iteration 18Q: 3 clusters Score -2178282 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2178346.750000 Penalty: 4971.365234
	Iteration 19Q: 3 clusters Score -2178347 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2178400.500000 Penalty: 4971.365234
	Iteration 20F: 3 clusters Score -2178400 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2178435.500000 Penalty: 4971.365234
	Iteration 21Q: 3 clusters Score -2178436 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2178464.500000 Penalty: 4971.365234
	Iteration 22Q: 3 clusters Score -2178464 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2178499.250000 Penalty: 4971.365234
	Iteration 23Q: 3 clusters Score -2178499 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2178517.500000 Penalty: 4971.365234
	Iteration 24Q: 3 clusters Score -2178518 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2178548.750000 Penalty: 4971.365234
	Iteration 25Q: 3 clusters Score -2178549 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2178572.000000 Penalty: 4971.365234
	Iteration 26Q: 3 clusters Score -2178572 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2178586.000000 Penalty: 4971.365234
	Iteration 27Q: 3 clusters Score -2178586 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2178615.500000 Penalty: 4971.365234
	Iteration 28Q: 3 clusters Score -2178616 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2178646.500000 Penalty: 4971.365234
	Iteration 29Q: 3 clusters Score -2178646 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2178676.750000 Penalty: 4971.365234
	Iteration 30Q: 3 clusters Score -2178677 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2178701.000000 Penalty: 4971.365234
	Iteration 31Q: 3 clusters Score -2178701 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2178722.250000 Penalty: 4971.365234
	Iteration 32Q: 3 clusters Score -2178722 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2178737.750000 Penalty: 4971.365234
	Iteration 33Q: 3 clusters Score -2178738 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2178757.250000 Penalty: 4971.365234
	Iteration 34Q: 3 clusters Score -2178757 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2178774.750000 Penalty: 4971.365234
	Iteration 35Q: 3 clusters Score -2178775 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2178800.250000 Penalty: 4971.365234
	Iteration 36Q: 3 clusters Score -2178800 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2178807.250000 Penalty: 4971.365234
	Iteration 37Q: 3 clusters Score -2178807 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2178820.500000 Penalty: 4971.365234
	Iteration 38Q: 3 clusters Score -2178820 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2178833.750000 Penalty: 4971.365234
	Iteration 39Q: 3 clusters Score -2178834 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2178842.750000 Penalty: 4971.365234
	Iteration 40F: 3 clusters Score -2178843 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2178856.500000 Penalty: 4971.365234
	Iteration 41Q: 3 clusters Score -2178856 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2178878.000000 Penalty: 4971.365234
	Iteration 42Q: 3 clusters Score -2178878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2178891.750000 Penalty: 4971.365234
	Iteration 43Q: 3 clusters Score -2178892 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2178900.250000 Penalty: 4971.365234
	Iteration 44Q: 3 clusters Score -2178900 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2178914.750000 Penalty: 4971.365234
	Iteration 45Q: 3 clusters Score -2178915 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2178917.500000 Penalty: 4971.365234
	Iteration 46Q: 3 clusters Score -2178918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2178924.250000 Penalty: 4971.365234
	Iteration 47Q: 3 clusters Score -2178924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2178944.500000 Penalty: 4971.365234
	Iteration 48Q: 3 clusters Score -2178944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2178951.750000 Penalty: 4971.365234
	Iteration 49Q: 3 clusters Score -2178952 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2178967.000000 Penalty: 4971.365234
	Iteration 50Q: 3 clusters Score -2178967 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2178980.250000 Penalty: 4971.365234
	Iteration 51Q: 3 clusters Score -2178980 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2178996.000000 Penalty: 4971.365234
	Iteration 52Q: 3 clusters Score -2178996 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2179005.250000 Penalty: 4971.365234
	Iteration 53Q: 3 clusters Score -2179005 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2179026.500000 Penalty: 4971.365234
	Iteration 54Q: 3 clusters Score -2179026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2179045.500000 Penalty: 4971.365234
	Iteration 55Q: 3 clusters Score -2179046 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2179062.750000 Penalty: 4971.365234
	Iteration 56Q: 3 clusters Score -2179063 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2179097.000000 Penalty: 4971.365234
	Iteration 57Q: 3 clusters Score -2179097 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2179103.500000 Penalty: 4971.365234
	Iteration 58Q: 3 clusters Score -2179104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2179123.000000 Penalty: 4971.365234
	Iteration 59Q: 3 clusters Score -2179123 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2179147.000000 Penalty: 4971.365234
	Iteration 60F: 3 clusters Score -2179147 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2179159.500000 Penalty: 4971.365234
	Iteration 61Q: 3 clusters Score -2179160 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2179179.000000 Penalty: 4971.365234
	Iteration 62Q: 3 clusters Score -2179179 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2179212.000000 Penalty: 4971.365234
	Iteration 63Q: 3 clusters Score -2179212 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2179241.000000 Penalty: 4971.365234
	Iteration 64Q: 3 clusters Score -2179241 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2179277.750000 Penalty: 4971.365234
	Iteration 65Q: 3 clusters Score -2179278 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2179309.750000 Penalty: 4971.365234
	Iteration 66Q: 3 clusters Score -2179310 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2179343.250000 Penalty: 4971.365234
	Iteration 67Q: 3 clusters Score -2179343 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2179382.250000 Penalty: 4971.365234
	Iteration 68Q: 3 clusters Score -2179382 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2179423.750000 Penalty: 4971.365234
	Iteration 69Q: 3 clusters Score -2179424 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2179451.000000 Penalty: 4971.365234
	Iteration 70Q: 3 clusters Score -2179451 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2179478.750000 Penalty: 4971.365234
	Iteration 71Q: 3 clusters Score -2179479 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2179496.750000 Penalty: 4971.365234
	Iteration 72Q: 3 clusters Score -2179497 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2179517.750000 Penalty: 4971.365234
	Iteration 73Q: 3 clusters Score -2179518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2179534.750000 Penalty: 4971.365234
	Iteration 74Q: 3 clusters Score -2179535 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2179544.250000 Penalty: 4971.365234
	Iteration 75Q: 3 clusters Score -2179544 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2179565.500000 Penalty: 4971.365234
	Iteration 76Q: 3 clusters Score -2179566 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2179585.000000 Penalty: 4971.365234
	Iteration 77Q: 3 clusters Score -2179585 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2179601.000000 Penalty: 4971.365234
	Iteration 78Q: 3 clusters Score -2179601 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2179607.500000 Penalty: 4971.365234
	Iteration 79Q: 3 clusters Score -2179608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2179616.500000 Penalty: 4971.365234
	Iteration 80F: 3 clusters Score -2179616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2179616.500000 Penalty: 4971.365234
	Iteration 81Q: 3 clusters Score -2179616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2179615.500000 Penalty: 4971.365234
	Iteration 82Q: 3 clusters Score -2179616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2179619.250000 Penalty: 4971.365234
	Iteration 83Q: 3 clusters Score -2179619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2179621.500000 Penalty: 4971.365234
	Iteration 84Q: 3 clusters Score -2179622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2179622.000000 Penalty: 4971.365234
	Iteration 85Q: 3 clusters Score -2179622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2179626.250000 Penalty: 4971.365234
	Iteration 86Q: 3 clusters Score -2179626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2179627.000000 Penalty: 4971.365234
	Iteration 87Q: 3 clusters Score -2179627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2179627.500000 Penalty: 4971.365234
	Iteration 88Q: 3 clusters Score -2179628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2179629.250000 Penalty: 4971.365234
	Iteration 89Q: 3 clusters Score -2179629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2179633.500000 Penalty: 4971.365234
	Iteration 90Q: 3 clusters Score -2179634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2179636.250000 Penalty: 4971.365234
	Iteration 91Q: 3 clusters Score -2179636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2179632.000000 Penalty: 4971.365234
	Iteration 92Q: 3 clusters Score -2179632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2179631.000000 Penalty: 4971.365234
	Iteration 93Q: 3 clusters Score -2179631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2179631.750000 Penalty: 4971.365234
	Iteration 94Q: 3 clusters Score -2179632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2179630.500000 Penalty: 4971.365234
	Iteration 95Q: 3 clusters Score -2179630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2179632.500000 Penalty: 4971.365234
	Iteration 96Q: 3 clusters Score -2179632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2179632.500000 Penalty: 4971.365234
	Iteration 97Q: 3 clusters Score -2179632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2179632.500000 Penalty: 4971.365234
	Iteration 98Q: 3 clusters Score -2179632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2179630.000000 Penalty: 4971.365234
	Iteration 99Q: 3 clusters Score -2179630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2179627.250000 Penalty: 4971.365234
	Iteration 100F: 3 clusters Score -2179627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2179632.000000 Penalty: 4971.365234
	Iteration 101Q: 3 clusters Score -2179632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2179632.500000 Penalty: 4971.365234
	Iteration 102Q: 3 clusters Score -2179632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2179634.500000 Penalty: 4971.365234
	Iteration 103Q: 3 clusters Score -2179634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2179636.750000 Penalty: 4971.365234
	Iteration 104Q: 3 clusters Score -2179637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2179635.500000 Penalty: 4971.365234
	Iteration 105Q: 3 clusters Score -2179636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2179638.250000 Penalty: 4971.365234
	Iteration 106Q: 3 clusters Score -2179638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2179636.250000 Penalty: 4971.365234
	Iteration 107Q: 3 clusters Score -2179636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2179636.750000 Penalty: 4971.365234
	Iteration 108Q: 3 clusters Score -2179637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2179634.750000 Penalty: 4971.365234
	Iteration 109Q: 3 clusters Score -2179635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2179633.500000 Penalty: 4971.365234
	Iteration 110Q: 3 clusters Score -2179634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2179631.500000 Penalty: 4971.365234
	Iteration 111Q: 3 clusters Score -2179632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2179637.500000 Penalty: 4971.365234
	Iteration 112Q: 3 clusters Score -2179638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2179641.250000 Penalty: 4971.365234
	Iteration 113Q: 3 clusters Score -2179641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2179641.500000 Penalty: 4971.365234
	Iteration 114Q: 3 clusters Score -2179642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2179644.750000 Penalty: 4971.365234
	Iteration 115Q: 3 clusters Score -2179645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2179643.250000 Penalty: 4971.365234
	Iteration 116Q: 3 clusters Score -2179643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2179643.000000 Penalty: 4971.365234
	Iteration 117Q: 3 clusters Score -2179643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2179640.750000 Penalty: 4971.365234
	Iteration 118Q: 3 clusters Score -2179641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2179640.750000 Penalty: 4971.365234
	Iteration 119F: 3 clusters Score -2179641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Entering Unmasked Estep 
Score: -857430.250000 Penalty: 2291.952148
	Iteration 0F: 2 clusters Score -857430.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -849719.750000 Penalty: 4583.904297
	Iteration 0F: 3 clusters Score -849719.8 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -852572.062500 Penalty: 4583.904297
	Iteration 1F: 3 clusters Score -852572.1 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -853526.250000 Penalty: 4583.904297
	Iteration 2F: 3 clusters Score -853526.2 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -854343.750000 Penalty: 4583.904297
	Iteration 3F: 3 clusters Score -854343.8 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -855000.625000 Penalty: 4583.904297
	Iteration 4F: 3 clusters Score -855000.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -855575.062500 Penalty: 4583.904297
	Iteration 5F: 3 clusters Score -855575.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -856212.687500 Penalty: 4583.904297
	Iteration 6F: 3 clusters Score -856212.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -856631.500000 Penalty: 4583.904297
	Iteration 7Q: 3 clusters Score -856631.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -857048.875000 Penalty: 4583.904297
	Iteration 8Q: 3 clusters Score -857048.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -857485.937500 Penalty: 4583.904297
	Iteration 9Q: 3 clusters Score -857485.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -857746.062500 Penalty: 4583.904297
	Iteration 10Q: 3 clusters Score -857746.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -857890.312500 Penalty: 4583.904297
	Iteration 11Q: 3 clusters Score -857890.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -857988.625000 Penalty: 4583.904297
	Iteration 12Q: 3 clusters Score -857988.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -858048.187500 Penalty: 4583.904297
	Iteration 13Q: 3 clusters Score -858048.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -858092.750000 Penalty: 4583.904297
	Iteration 14Q: 3 clusters Score -858092.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -858128.687500 Penalty: 4583.904297
	Iteration 15Q: 3 clusters Score -858128.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -858161.187500 Penalty: 4583.904297
	Iteration 16Q: 3 clusters Score -858161.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -858189.812500 Penalty: 4583.904297
	Iteration 17Q: 3 clusters Score -858189.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -858218.375000 Penalty: 4583.904297
	Iteration 18Q: 3 clusters Score -858218.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -858233.125000 Penalty: 4583.904297
	Iteration 19Q: 3 clusters Score -858233.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -858246.125000 Penalty: 4583.904297
	Iteration 20F: 3 clusters Score -858246.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -858252.250000 Penalty: 4583.904297
	Iteration 21Q: 3 clusters Score -858252.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -858264.937500 Penalty: 4583.904297
	Iteration 22Q: 3 clusters Score -858264.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -858271.875000 Penalty: 4583.904297
	Iteration 23Q: 3 clusters Score -858271.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -858283.125000 Penalty: 4583.904297
	Iteration 24Q: 3 clusters Score -858283.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -858291.187500 Penalty: 4583.904297
	Iteration 25Q: 3 clusters Score -858291.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -858297.187500 Penalty: 4583.904297
	Iteration 26Q: 3 clusters Score -858297.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -858305.312500 Penalty: 4583.904297
	Iteration 27Q: 3 clusters Score -858305.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -858310.750000 Penalty: 4583.904297
	Iteration 28Q: 3 clusters Score -858310.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -858313.625000 Penalty: 4583.904297
	Iteration 29Q: 3 clusters Score -858313.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -858319.562500 Penalty: 4583.904297
	Iteration 30Q: 3 clusters Score -858319.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -858320.250000 Penalty: 4583.904297
	Iteration 31Q: 3 clusters Score -858320.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -858321.000000 Penalty: 4583.904297
	Iteration 32Q: 3 clusters Score -858321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -858321.375000 Penalty: 4583.904297
	Iteration 33Q: 3 clusters Score -858321.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -858325.062500 Penalty: 4583.904297
	Iteration 34Q: 3 clusters Score -858325.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -858325.062500 Penalty: 4583.904297
	Iteration 35Q: 3 clusters Score -858325.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -858323.437500 Penalty: 4583.904297
	Iteration 36Q: 3 clusters Score -858323.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -858327.000000 Penalty: 4583.904297
	Iteration 37Q: 3 clusters Score -858327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -858327.937500 Penalty: 4583.904297
	Iteration 38Q: 3 clusters Score -858327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -858327.937500 Penalty: 4583.904297
	Iteration 39Q: 3 clusters Score -858327.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -858329.187500 Penalty: 4583.904297
	Iteration 40F: 3 clusters Score -858329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -858328.375000 Penalty: 4583.904297
	Iteration 41Q: 3 clusters Score -858328.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -858328.375000 Penalty: 4583.904297
	Iteration 42F: 3 clusters Score -858328.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 22537 members 
Mstep: Class 4 contains 6254 members 
Mstep: Class 5 contains 15151 members 
Mstep: Class 6 contains 101400 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 223689 members 
Mstep: Class 9 contains 97600 members 
Mstep: Class 10 contains 12303 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12879 members 
Mstep: Class 14 contains 306092 members 
Mstep: Class 15 contains 217721 members 
Mstep: Class 16 contains 11107 members 
Mstep: Class 17 contains 13111 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 6867 members 
Mstep: Class 20 contains 63271 members 
Mstep: Class 21 contains 127978 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 227995 members 
Mstep: Class 25 contains 13062 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16033 members 
Mstep: Class 28 contains 5335 members 
Mstep: Class 29 contains 11376 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16829 members 
Mstep: Class 32 contains 6866 members 
Mstep: Class 33 contains 16417 members 
Mstep: Class 34 contains 4065 members 
Entering Unmasked Estep 
Score: -157704592.000000 Penalty: 120826.726562
Splitting cluster 4 changes total score from -157705168.000000 to -157704592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (15151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Entering Unmasked Estep 
Score: -1479561.625000 Penalty: 2387.203857
	Iteration 0F: 2 clusters Score -1479562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1468618.375000 Penalty: 4774.407715
	Iteration 0F: 3 clusters Score -1468618 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1472045.375000 Penalty: 4774.407715
	Iteration 1F: 3 clusters Score -1472045 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1472344.125000 Penalty: 4774.407715
	Iteration 2F: 3 clusters Score -1472344 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1472614.250000 Penalty: 4774.407715
	Iteration 3Q: 3 clusters Score -1472614 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1472848.500000 Penalty: 4774.407715
	Iteration 4Q: 3 clusters Score -1472848 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1473087.250000 Penalty: 4774.407715
	Iteration 5Q: 3 clusters Score -1473087 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1473360.125000 Penalty: 4774.407715
	Iteration 6Q: 3 clusters Score -1473360 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1473648.625000 Penalty: 4774.407715
	Iteration 7Q: 3 clusters Score -1473649 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1473949.250000 Penalty: 4774.407715
	Iteration 8Q: 3 clusters Score -1473949 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1474291.875000 Penalty: 4774.407715
	Iteration 9Q: 3 clusters Score -1474292 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1474684.000000 Penalty: 4774.407715
	Iteration 10Q: 3 clusters Score -1474684 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1475178.750000 Penalty: 4774.407715
	Iteration 11Q: 3 clusters Score -1475179 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1475699.250000 Penalty: 4774.407715
	Iteration 12Q: 3 clusters Score -1475699 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1476205.500000 Penalty: 4774.407715
	Iteration 13Q: 3 clusters Score -1476206 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1476599.625000 Penalty: 4774.407715
	Iteration 14Q: 3 clusters Score -1476600 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1476894.500000 Penalty: 4774.407715
	Iteration 15Q: 3 clusters Score -1476894 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1477099.625000 Penalty: 4774.407715
	Iteration 16Q: 3 clusters Score -1477100 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1477220.375000 Penalty: 4774.407715
	Iteration 17Q: 3 clusters Score -1477220 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1477292.750000 Penalty: 4774.407715
	Iteration 18Q: 3 clusters Score -1477293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1477352.750000 Penalty: 4774.407715
	Iteration 19Q: 3 clusters Score -1477353 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1477398.750000 Penalty: 4774.407715
	Iteration 20F: 3 clusters Score -1477399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1477440.500000 Penalty: 4774.407715
	Iteration 21Q: 3 clusters Score -1477440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1477466.750000 Penalty: 4774.407715
	Iteration 22Q: 3 clusters Score -1477467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1477491.375000 Penalty: 4774.407715
	Iteration 23Q: 3 clusters Score -1477491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1477516.750000 Penalty: 4774.407715
	Iteration 24Q: 3 clusters Score -1477517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1477529.250000 Penalty: 4774.407715
	Iteration 25Q: 3 clusters Score -1477529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1477540.250000 Penalty: 4774.407715
	Iteration 26Q: 3 clusters Score -1477540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1477549.125000 Penalty: 4774.407715
	Iteration 27Q: 3 clusters Score -1477549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1477558.875000 Penalty: 4774.407715
	Iteration 28Q: 3 clusters Score -1477559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1477569.250000 Penalty: 4774.407715
	Iteration 29Q: 3 clusters Score -1477569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1477574.750000 Penalty: 4774.407715
	Iteration 30Q: 3 clusters Score -1477575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1477582.750000 Penalty: 4774.407715
	Iteration 31Q: 3 clusters Score -1477583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1477588.875000 Penalty: 4774.407715
	Iteration 32Q: 3 clusters Score -1477589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1477594.250000 Penalty: 4774.407715
	Iteration 33Q: 3 clusters Score -1477594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1477595.875000 Penalty: 4774.407715
	Iteration 34Q: 3 clusters Score -1477596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1477596.750000 Penalty: 4774.407715
	Iteration 35Q: 3 clusters Score -1477597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1477600.875000 Penalty: 4774.407715
	Iteration 36Q: 3 clusters Score -1477601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1477605.000000 Penalty: 4774.407715
	Iteration 37Q: 3 clusters Score -1477605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1477606.625000 Penalty: 4774.407715
	Iteration 38Q: 3 clusters Score -1477607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1477614.250000 Penalty: 4774.407715
	Iteration 39Q: 3 clusters Score -1477614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1477619.500000 Penalty: 4774.407715
	Iteration 40F: 3 clusters Score -1477620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1477625.125000 Penalty: 4774.407715
	Iteration 41Q: 3 clusters Score -1477625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1477630.250000 Penalty: 4774.407715
	Iteration 42Q: 3 clusters Score -1477630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1477632.625000 Penalty: 4774.407715
	Iteration 43Q: 3 clusters Score -1477633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1477635.625000 Penalty: 4774.407715
	Iteration 44Q: 3 clusters Score -1477636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1477635.500000 Penalty: 4774.407715
	Iteration 45Q: 3 clusters Score -1477636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1477635.500000 Penalty: 4774.407715
	Iteration 46F: 3 clusters Score -1477636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101400 members 
Entering Unmasked Estep 
Score: -10002423.000000 Penalty: 2858.653564
	Iteration 0F: 2 clusters Score -1.000242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -9934458.000000 Penalty: 5717.307129
	Iteration 0F: 3 clusters Score -9934458 nChanged 47910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -9962027.000000 Penalty: 5717.307129
	Iteration 1F: 3 clusters Score -9962027 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -9962745.000000 Penalty: 5717.307129
	Iteration 2Q: 3 clusters Score -9962745 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -9963820.000000 Penalty: 5717.307129
	Iteration 3Q: 3 clusters Score -9963820 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -9965442.000000 Penalty: 5717.307129
	Iteration 4Q: 3 clusters Score -9965442 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 65868 members 
Entering Unmasked Estep 
Score: -9968414.000000 Penalty: 5717.307129
	Iteration 5F: 3 clusters Score -9968414 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -9973778.000000 Penalty: 5717.307129
	Iteration 6F: 3 clusters Score -9973778 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -9981848.000000 Penalty: 5717.307129
	Iteration 7F: 3 clusters Score -9981848 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 90982 members 
Entering Unmasked Estep 
Score: -9990222.000000 Penalty: 5717.307129
	Iteration 8F: 3 clusters Score -9990222 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 96797 members 
Entering Unmasked Estep 
Score: -9995893.000000 Penalty: 5717.307129
	Iteration 9F: 3 clusters Score -9995893 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
Score: -9998330.000000 Penalty: 5717.307129
	Iteration 10Q: 3 clusters Score -9998330 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 100502 members 
Entering Unmasked Estep 
Score: -9999256.000000 Penalty: 5717.307129
	Iteration 11Q: 3 clusters Score -9999256 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 100841 members 
Entering Unmasked Estep 
Score: -9999557.000000 Penalty: 5717.307129
	Iteration 12Q: 3 clusters Score -9999557 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 100967 members 
Entering Unmasked Estep 
Score: -9999685.000000 Penalty: 5717.307129
	Iteration 13Q: 3 clusters Score -9999685 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 101013 members 
Entering Unmasked Estep 
Score: -9999734.000000 Penalty: 5717.307129
	Iteration 14Q: 3 clusters Score -9999734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 101042 members 
Entering Unmasked Estep 
Score: -9999770.000000 Penalty: 5717.307129
	Iteration 15Q: 3 clusters Score -9999770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 101057 members 
Entering Unmasked Estep 
Score: -9999802.000000 Penalty: 5717.307129
	Iteration 16Q: 3 clusters Score -9999802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 101075 members 
Entering Unmasked Estep 
Score: -9999825.000000 Penalty: 5717.307129
	Iteration 17Q: 3 clusters Score -9999825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 101092 members 
Entering Unmasked Estep 
Score: -9999856.000000 Penalty: 5717.307129
	Iteration 18Q: 3 clusters Score -9999856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 101105 members 
Entering Unmasked Estep 
Score: -9999868.000000 Penalty: 5717.307129
	Iteration 19Q: 3 clusters Score -9999868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 101109 members 
Entering Unmasked Estep 
Score: -9999884.000000 Penalty: 5717.307129
	Iteration 20F: 3 clusters Score -9999884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 101113 members 
Entering Unmasked Estep 
Score: -9999884.000000 Penalty: 5717.307129
	Iteration 21Q: 3 clusters Score -9999884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 101113 members 
Entering Unmasked Estep 
Score: -9999884.000000 Penalty: 5717.307129
	Iteration 22Q: 3 clusters Score -9999884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 101113 members 
Entering Unmasked Estep 
Score: -9999884.000000 Penalty: 5717.307129
	Iteration 23F: 3 clusters Score -9999884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Entering Unmasked Estep 
Score: -760744.500000 Penalty: 2236.034912
	Iteration 0F: 2 clusters Score -760744.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -754191.562500 Penalty: 4472.069824
	Iteration 0F: 3 clusters Score -754191.6 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -756013.437500 Penalty: 4472.069824
	Iteration 1F: 3 clusters Score -756013.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -756283.062500 Penalty: 4472.069824
	Iteration 2F: 3 clusters Score -756283.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -756467.562500 Penalty: 4472.069824
	Iteration 3Q: 3 clusters Score -756467.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -756617.500000 Penalty: 4472.069824
	Iteration 4Q: 3 clusters Score -756617.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -756780.437500 Penalty: 4472.069824
	Iteration 5Q: 3 clusters Score -756780.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -756975.062500 Penalty: 4472.069824
	Iteration 6Q: 3 clusters Score -756975.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -757181.750000 Penalty: 4472.069824
	Iteration 7Q: 3 clusters Score -757181.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -757409.375000 Penalty: 4472.069824
	Iteration 8Q: 3 clusters Score -757409.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -757637.062500 Penalty: 4472.069824
	Iteration 9Q: 3 clusters Score -757637.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -757898.937500 Penalty: 4472.069824
	Iteration 10Q: 3 clusters Score -757898.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -758139.000000 Penalty: 4472.069824
	Iteration 11Q: 3 clusters Score -758139 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -758293.062500 Penalty: 4472.069824
	Iteration 12Q: 3 clusters Score -758293.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -758419.750000 Penalty: 4472.069824
	Iteration 13Q: 3 clusters Score -758419.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -758522.812500 Penalty: 4472.069824
	Iteration 14Q: 3 clusters Score -758522.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -758624.375000 Penalty: 4472.069824
	Iteration 15Q: 3 clusters Score -758624.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -758714.687500 Penalty: 4472.069824
	Iteration 16Q: 3 clusters Score -758714.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -758805.250000 Penalty: 4472.069824
	Iteration 17Q: 3 clusters Score -758805.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -758897.187500 Penalty: 4472.069824
	Iteration 18Q: 3 clusters Score -758897.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -758972.500000 Penalty: 4472.069824
	Iteration 19Q: 3 clusters Score -758972.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -759053.687500 Penalty: 4472.069824
	Iteration 20F: 3 clusters Score -759053.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -759111.937500 Penalty: 4472.069824
	Iteration 21Q: 3 clusters Score -759111.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -759151.125000 Penalty: 4472.069824
	Iteration 22Q: 3 clusters Score -759151.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -759181.125000 Penalty: 4472.069824
	Iteration 23Q: 3 clusters Score -759181.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -759214.187500 Penalty: 4472.069824
	Iteration 24Q: 3 clusters Score -759214.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -759241.187500 Penalty: 4472.069824
	Iteration 25Q: 3 clusters Score -759241.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -759256.312500 Penalty: 4472.069824
	Iteration 26Q: 3 clusters Score -759256.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -759265.062500 Penalty: 4472.069824
	Iteration 27Q: 3 clusters Score -759265.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -759276.375000 Penalty: 4472.069824
	Iteration 28Q: 3 clusters Score -759276.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -759284.625000 Penalty: 4472.069824
	Iteration 29Q: 3 clusters Score -759284.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -759298.562500 Penalty: 4472.069824
	Iteration 30Q: 3 clusters Score -759298.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -759306.125000 Penalty: 4472.069824
	Iteration 31Q: 3 clusters Score -759306.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -759310.187500 Penalty: 4472.069824
	Iteration 32Q: 3 clusters Score -759310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -759315.312500 Penalty: 4472.069824
	Iteration 33Q: 3 clusters Score -759315.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -759318.375000 Penalty: 4472.069824
	Iteration 34Q: 3 clusters Score -759318.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -759319.375000 Penalty: 4472.069824
	Iteration 35Q: 3 clusters Score -759319.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -759321.375000 Penalty: 4472.069824
	Iteration 36Q: 3 clusters Score -759321.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -759324.875000 Penalty: 4472.069824
	Iteration 37Q: 3 clusters Score -759324.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -759325.562500 Penalty: 4472.069824
	Iteration 38Q: 3 clusters Score -759325.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -759325.625000 Penalty: 4472.069824
	Iteration 39Q: 3 clusters Score -759325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -759325.750000 Penalty: 4472.069824
	Iteration 40F: 3 clusters Score -759325.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (223689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223689 members 
Entering Unmasked Estep 
Score: -21998972.000000 Penalty: 3054.866943
	Iteration 0F: 2 clusters Score -2.199897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111745 members 
Mstep: Class 2 contains 111944 members 
Entering Unmasked Estep 
Score: -21850448.000000 Penalty: 6109.733887
	Iteration 0F: 3 clusters Score -2.185045e+07 nChanged 108087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112412 members 
Mstep: Class 2 contains 111277 members 
Entering Unmasked Estep 
Score: -21913614.000000 Penalty: 6109.733887
	Iteration 1F: 3 clusters Score -2.191361e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113210 members 
Mstep: Class 2 contains 110479 members 
Entering Unmasked Estep 
Score: -21915234.000000 Penalty: 6109.733887
	Iteration 2Q: 3 clusters Score -2.191523e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114589 members 
Mstep: Class 2 contains 109100 members 
Entering Unmasked Estep 
Score: -21917246.000000 Penalty: 6109.733887
	Iteration 3Q: 3 clusters Score -2.191725e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116903 members 
Mstep: Class 2 contains 106786 members 
Entering Unmasked Estep 
Score: -21920342.000000 Penalty: 6109.733887
	Iteration 4Q: 3 clusters Score -2.192034e+07 nChanged 10534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120517 members 
Mstep: Class 2 contains 103172 members 
Entering Unmasked Estep 
Score: -21924688.000000 Penalty: 6109.733887
	Iteration 5Q: 3 clusters Score -2.192469e+07 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125218 members 
Mstep: Class 2 contains 98471 members 
Entering Unmasked Estep 
Score: -21930032.000000 Penalty: 6109.733887
	Iteration 6F: 3 clusters Score -2.193003e+07 nChanged 13020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130960 members 
Mstep: Class 2 contains 92729 members 
Entering Unmasked Estep 
Score: -21936206.000000 Penalty: 6109.733887
	Iteration 7F: 3 clusters Score -2.193621e+07 nChanged 12763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137485 members 
Mstep: Class 2 contains 86204 members 
Entering Unmasked Estep 
Score: -21941960.000000 Penalty: 6109.733887
	Iteration 8F: 3 clusters Score -2.194196e+07 nChanged 11655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144546 members 
Mstep: Class 2 contains 79143 members 
Entering Unmasked Estep 
Score: -21946892.000000 Penalty: 6109.733887
	Iteration 9F: 3 clusters Score -2.194689e+07 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152066 members 
Mstep: Class 2 contains 71623 members 
Entering Unmasked Estep 
Score: -21951276.000000 Penalty: 6109.733887
	Iteration 10Q: 3 clusters Score -2.195128e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160133 members 
Mstep: Class 2 contains 63556 members 
Entering Unmasked Estep 
Score: -21955278.000000 Penalty: 6109.733887
	Iteration 11Q: 3 clusters Score -2.195528e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168750 members 
Mstep: Class 2 contains 54939 members 
Entering Unmasked Estep 
Score: -21959338.000000 Penalty: 6109.733887
	Iteration 12Q: 3 clusters Score -2.195934e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178106 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -21964402.000000 Penalty: 6109.733887
	Iteration 13Q: 3 clusters Score -2.19644e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187880 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -21970026.000000 Penalty: 6109.733887
	Iteration 14Q: 3 clusters Score -2.197003e+07 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197520 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -21976368.000000 Penalty: 6109.733887
	Iteration 15Q: 3 clusters Score -2.197637e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206244 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -21982706.000000 Penalty: 6109.733887
	Iteration 16Q: 3 clusters Score -2.198271e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213368 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -21988358.000000 Penalty: 6109.733887
	Iteration 17Q: 3 clusters Score -2.198836e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218313 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -21992454.000000 Penalty: 6109.733887
	Iteration 18Q: 3 clusters Score -2.199245e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221025 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -21994564.000000 Penalty: 6109.733887
	Iteration 19Q: 3 clusters Score -2.199456e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222205 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -21995498.000000 Penalty: 6109.733887
	Iteration 20F: 3 clusters Score -2.19955e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222715 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -21995918.000000 Penalty: 6109.733887
	Iteration 21Q: 3 clusters Score -2.199592e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222934 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -21996094.000000 Penalty: 6109.733887
	Iteration 22Q: 3 clusters Score -2.199609e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223036 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -21996142.000000 Penalty: 6109.733887
	Iteration 23Q: 3 clusters Score -2.199614e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223091 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -21996216.000000 Penalty: 6109.733887
	Iteration 24Q: 3 clusters Score -2.199622e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223124 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -21996256.000000 Penalty: 6109.733887
	Iteration 25Q: 3 clusters Score -2.199626e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223153 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -21996292.000000 Penalty: 6109.733887
	Iteration 26Q: 3 clusters Score -2.199629e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223169 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -21996296.000000 Penalty: 6109.733887
	Iteration 27Q: 3 clusters Score -2.19963e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223187 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -21996340.000000 Penalty: 6109.733887
	Iteration 28Q: 3 clusters Score -2.199634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223186 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -21996336.000000 Penalty: 6109.733887
	Iteration 29Q: 3 clusters Score -2.199634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223187 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -21996328.000000 Penalty: 6109.733887
	Iteration 30Q: 3 clusters Score -2.199633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223189 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -21996332.000000 Penalty: 6109.733887
	Iteration 31Q: 3 clusters Score -2.199633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223188 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -21996334.000000 Penalty: 6109.733887
	Iteration 32Q: 3 clusters Score -2.199633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223189 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -21996346.000000 Penalty: 6109.733887
	Iteration 33Q: 3 clusters Score -2.199635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223189 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -21996336.000000 Penalty: 6109.733887
	Iteration 34Q: 3 clusters Score -2.199634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223189 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -21996336.000000 Penalty: 6109.733887
	Iteration 35F: 3 clusters Score -2.199634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (97600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Entering Unmasked Estep 
Score: -9407873.000000 Penalty: 2849.180908
	Iteration 0F: 2 clusters Score -9407873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -9342901.000000 Penalty: 5698.361816
	Iteration 0F: 3 clusters Score -9342901 nChanged 45971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -9369360.000000 Penalty: 5698.361816
	Iteration 1F: 3 clusters Score -9369360 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -9370965.000000 Penalty: 5698.361816
	Iteration 2Q: 3 clusters Score -9370965 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -9373025.000000 Penalty: 5698.361816
	Iteration 3Q: 3 clusters Score -9373025 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -9375936.000000 Penalty: 5698.361816
	Iteration 4F: 3 clusters Score -9375936 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -9380021.000000 Penalty: 5698.361816
	Iteration 5F: 3 clusters Score -9380021 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 71864 members 
Entering Unmasked Estep 
Score: -9384856.000000 Penalty: 5698.361816
	Iteration 6F: 3 clusters Score -9384856 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 77657 members 
Entering Unmasked Estep 
Score: -9389622.000000 Penalty: 5698.361816
	Iteration 7F: 3 clusters Score -9389622 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 83044 members 
Entering Unmasked Estep 
Score: -9394101.000000 Penalty: 5698.361816
	Iteration 8F: 3 clusters Score -9394101 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
Score: -9397955.000000 Penalty: 5698.361816
	Iteration 9Q: 3 clusters Score -9397955 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -9401075.000000 Penalty: 5698.361816
	Iteration 10Q: 3 clusters Score -9401075 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 93975 members 
Entering Unmasked Estep 
Score: -9403061.000000 Penalty: 5698.361816
	Iteration 11Q: 3 clusters Score -9403061 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 95446 members 
Entering Unmasked Estep 
Score: -9404202.000000 Penalty: 5698.361816
	Iteration 12Q: 3 clusters Score -9404202 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 96213 members 
Entering Unmasked Estep 
Score: -9404796.000000 Penalty: 5698.361816
	Iteration 13Q: 3 clusters Score -9404796 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 96590 members 
Entering Unmasked Estep 
Score: -9405097.000000 Penalty: 5698.361816
	Iteration 14Q: 3 clusters Score -9405097 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 96790 members 
Entering Unmasked Estep 
Score: -9405275.000000 Penalty: 5698.361816
	Iteration 15Q: 3 clusters Score -9405275 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 96885 members 
Entering Unmasked Estep 
Score: -9405399.000000 Penalty: 5698.361816
	Iteration 16Q: 3 clusters Score -9405399 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 96927 members 
Entering Unmasked Estep 
Score: -9405457.000000 Penalty: 5698.361816
	Iteration 17Q: 3 clusters Score -9405457 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 96954 members 
Entering Unmasked Estep 
Score: -9405522.000000 Penalty: 5698.361816
	Iteration 18Q: 3 clusters Score -9405522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 96974 members 
Entering Unmasked Estep 
Score: -9405579.000000 Penalty: 5698.361816
	Iteration 19Q: 3 clusters Score -9405579 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 96977 members 
Entering Unmasked Estep 
Score: -9405623.000000 Penalty: 5698.361816
	Iteration 20F: 3 clusters Score -9405623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 96986 members 
Entering Unmasked Estep 
Score: -9405673.000000 Penalty: 5698.361816
	Iteration 21Q: 3 clusters Score -9405673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 96996 members 
Entering Unmasked Estep 
Score: -9405700.000000 Penalty: 5698.361816
	Iteration 22Q: 3 clusters Score -9405700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 97003 members 
Entering Unmasked Estep 
Score: -9405710.000000 Penalty: 5698.361816
	Iteration 23Q: 3 clusters Score -9405710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 97002 members 
Entering Unmasked Estep 
Score: -9405728.000000 Penalty: 5698.361816
	Iteration 24Q: 3 clusters Score -9405728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 96999 members 
Entering Unmasked Estep 
Score: -9405736.000000 Penalty: 5698.361816
	Iteration 25Q: 3 clusters Score -9405736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 97004 members 
Entering Unmasked Estep 
Score: -9405744.000000 Penalty: 5698.361816
	Iteration 26Q: 3 clusters Score -9405744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 97003 members 
Entering Unmasked Estep 
Score: -9405757.000000 Penalty: 5698.361816
	Iteration 27Q: 3 clusters Score -9405757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 97010 members 
Entering Unmasked Estep 
Score: -9405753.000000 Penalty: 5698.361816
	Iteration 28Q: 3 clusters Score -9405753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 97012 members 
Entering Unmasked Estep 
Score: -9405754.000000 Penalty: 5698.361816
	Iteration 29Q: 3 clusters Score -9405754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 97009 members 
Entering Unmasked Estep 
Score: -9405763.000000 Penalty: 5698.361816
	Iteration 30Q: 3 clusters Score -9405763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 97003 members 
Entering Unmasked Estep 
Score: -9405762.000000 Penalty: 5698.361816
	Iteration 31Q: 3 clusters Score -9405762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 97004 members 
Entering Unmasked Estep 
Score: -9405776.000000 Penalty: 5698.361816
	Iteration 32Q: 3 clusters Score -9405776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 97002 members 
Entering Unmasked Estep 
Score: -9405769.000000 Penalty: 5698.361816
	Iteration 33Q: 3 clusters Score -9405769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 97002 members 
Entering Unmasked Estep 
Score: -9405766.000000 Penalty: 5698.361816
	Iteration 34Q: 3 clusters Score -9405766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 97001 members 
Entering Unmasked Estep 
Score: -9405772.000000 Penalty: 5698.361816
	Iteration 35Q: 3 clusters Score -9405772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 97001 members 
Entering Unmasked Estep 
Score: -9405778.000000 Penalty: 5698.361816
	Iteration 36Q: 3 clusters Score -9405778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 96999 members 
Entering Unmasked Estep 
Score: -9405775.000000 Penalty: 5698.361816
	Iteration 37Q: 3 clusters Score -9405775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 96999 members 
Entering Unmasked Estep 
Score: -9405775.000000 Penalty: 5698.361816
	Iteration 38F: 3 clusters Score -9405775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Entering Unmasked Estep 
Score: -1140967.750000 Penalty: 2335.564453
	Iteration 0F: 2 clusters Score -1140968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1131892.250000 Penalty: 4671.128906
	Iteration 0F: 3 clusters Score -1131892 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1134854.750000 Penalty: 4671.128906
	Iteration 1F: 3 clusters Score -1134855 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1135303.125000 Penalty: 4671.128906
	Iteration 2F: 3 clusters Score -1135303 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1135734.375000 Penalty: 4671.128906
	Iteration 3F: 3 clusters Score -1135734 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1136171.125000 Penalty: 4671.128906
	Iteration 4F: 3 clusters Score -1136171 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1136627.875000 Penalty: 4671.128906
	Iteration 5F: 3 clusters Score -1136628 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1137127.750000 Penalty: 4671.128906
	Iteration 6F: 3 clusters Score -1137128 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1137582.625000 Penalty: 4671.128906
	Iteration 7F: 3 clusters Score -1137583 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1137955.750000 Penalty: 4671.128906
	Iteration 8Q: 3 clusters Score -1137956 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1138237.000000 Penalty: 4671.128906
	Iteration 9Q: 3 clusters Score -1138237 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1138456.500000 Penalty: 4671.128906
	Iteration 10Q: 3 clusters Score -1138456 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1138619.125000 Penalty: 4671.128906
	Iteration 11Q: 3 clusters Score -1138619 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1138730.625000 Penalty: 4671.128906
	Iteration 12Q: 3 clusters Score -1138731 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1138807.250000 Penalty: 4671.128906
	Iteration 13Q: 3 clusters Score -1138807 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1138857.750000 Penalty: 4671.128906
	Iteration 14Q: 3 clusters Score -1138858 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1138891.500000 Penalty: 4671.128906
	Iteration 15Q: 3 clusters Score -1138892 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1138920.125000 Penalty: 4671.128906
	Iteration 16Q: 3 clusters Score -1138920 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1138943.000000 Penalty: 4671.128906
	Iteration 17Q: 3 clusters Score -1138943 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1138962.500000 Penalty: 4671.128906
	Iteration 18Q: 3 clusters Score -1138962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1138980.375000 Penalty: 4671.128906
	Iteration 19Q: 3 clusters Score -1138980 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1138996.875000 Penalty: 4671.128906
	Iteration 20F: 3 clusters Score -1138997 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1139005.125000 Penalty: 4671.128906
	Iteration 21Q: 3 clusters Score -1139005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1139020.000000 Penalty: 4671.128906
	Iteration 22Q: 3 clusters Score -1139020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1139030.625000 Penalty: 4671.128906
	Iteration 23Q: 3 clusters Score -1139031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1139036.000000 Penalty: 4671.128906
	Iteration 24Q: 3 clusters Score -1139036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1139039.125000 Penalty: 4671.128906
	Iteration 25Q: 3 clusters Score -1139039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1139040.500000 Penalty: 4671.128906
	Iteration 26Q: 3 clusters Score -1139040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1139046.125000 Penalty: 4671.128906
	Iteration 27Q: 3 clusters Score -1139046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1139050.875000 Penalty: 4671.128906
	Iteration 28Q: 3 clusters Score -1139051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1139053.500000 Penalty: 4671.128906
	Iteration 29Q: 3 clusters Score -1139054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1139057.000000 Penalty: 4671.128906
	Iteration 30Q: 3 clusters Score -1139057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1139055.625000 Penalty: 4671.128906
	Iteration 31Q: 3 clusters Score -1139056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1139062.125000 Penalty: 4671.128906
	Iteration 32Q: 3 clusters Score -1139062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1139064.625000 Penalty: 4671.128906
	Iteration 33Q: 3 clusters Score -1139065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1139065.625000 Penalty: 4671.128906
	Iteration 34Q: 3 clusters Score -1139066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1139073.625000 Penalty: 4671.128906
	Iteration 35Q: 3 clusters Score -1139074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1139075.375000 Penalty: 4671.128906
	Iteration 36Q: 3 clusters Score -1139075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1139084.375000 Penalty: 4671.128906
	Iteration 37Q: 3 clusters Score -1139084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1139087.750000 Penalty: 4671.128906
	Iteration 38Q: 3 clusters Score -1139088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1139096.875000 Penalty: 4671.128906
	Iteration 39Q: 3 clusters Score -1139097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1139098.875000 Penalty: 4671.128906
	Iteration 40F: 3 clusters Score -1139099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1139097.500000 Penalty: 4671.128906
	Iteration 41Q: 3 clusters Score -1139098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1139103.375000 Penalty: 4671.128906
	Iteration 42Q: 3 clusters Score -1139103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1139106.250000 Penalty: 4671.128906
	Iteration 43Q: 3 clusters Score -1139106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1139105.750000 Penalty: 4671.128906
	Iteration 44Q: 3 clusters Score -1139106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1139107.250000 Penalty: 4671.128906
	Iteration 45Q: 3 clusters Score -1139107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1139110.875000 Penalty: 4671.128906
	Iteration 46Q: 3 clusters Score -1139111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1139109.625000 Penalty: 4671.128906
	Iteration 47Q: 3 clusters Score -1139110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1139113.750000 Penalty: 4671.128906
	Iteration 48Q: 3 clusters Score -1139114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1139115.750000 Penalty: 4671.128906
	Iteration 49Q: 3 clusters Score -1139116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1139115.250000 Penalty: 4671.128906
	Iteration 50Q: 3 clusters Score -1139115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1139115.375000 Penalty: 4671.128906
	Iteration 51Q: 3 clusters Score -1139115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1139118.125000 Penalty: 4671.128906
	Iteration 52Q: 3 clusters Score -1139118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1139120.125000 Penalty: 4671.128906
	Iteration 53Q: 3 clusters Score -1139120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1139122.375000 Penalty: 4671.128906
	Iteration 54Q: 3 clusters Score -1139122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1139122.375000 Penalty: 4671.128906
	Iteration 55Q: 3 clusters Score -1139122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1139122.125000 Penalty: 4671.128906
	Iteration 56Q: 3 clusters Score -1139122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1139122.875000 Penalty: 4671.128906
	Iteration 57Q: 3 clusters Score -1139123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1139124.750000 Penalty: 4671.128906
	Iteration 58Q: 3 clusters Score -1139125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1139124.750000 Penalty: 4671.128906
	Iteration 59Q: 3 clusters Score -1139125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1139126.000000 Penalty: 4671.128906
	Iteration 60F: 3 clusters Score -1139126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1139125.750000 Penalty: 4671.128906
	Iteration 61Q: 3 clusters Score -1139126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1139125.875000 Penalty: 4671.128906
	Iteration 62Q: 3 clusters Score -1139126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1139127.250000 Penalty: 4671.128906
	Iteration 63Q: 3 clusters Score -1139127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1139125.750000 Penalty: 4671.128906
	Iteration 64Q: 3 clusters Score -1139126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1139127.250000 Penalty: 4671.128906
	Iteration 65Q: 3 clusters Score -1139127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1139127.000000 Penalty: 4671.128906
	Iteration 66Q: 3 clusters Score -1139127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1139128.500000 Penalty: 4671.128906
	Iteration 67Q: 3 clusters Score -1139128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1139130.750000 Penalty: 4671.128906
	Iteration 68Q: 3 clusters Score -1139131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1139132.750000 Penalty: 4671.128906
	Iteration 69Q: 3 clusters Score -1139133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1139135.000000 Penalty: 4671.128906
	Iteration 70Q: 3 clusters Score -1139135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1139134.000000 Penalty: 4671.128906
	Iteration 71Q: 3 clusters Score -1139134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1139139.500000 Penalty: 4671.128906
	Iteration 72Q: 3 clusters Score -1139140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1139140.000000 Penalty: 4671.128906
	Iteration 73Q: 3 clusters Score -1139140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1139139.250000 Penalty: 4671.128906
	Iteration 74Q: 3 clusters Score -1139139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1139140.750000 Penalty: 4671.128906
	Iteration 75Q: 3 clusters Score -1139141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1139139.875000 Penalty: 4671.128906
	Iteration 76Q: 3 clusters Score -1139140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1139139.875000 Penalty: 4671.128906
	Iteration 77F: 3 clusters Score -1139140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Entering Unmasked Estep 
Score: -875286.187500 Penalty: 2257.593750
	Iteration 0F: 2 clusters Score -875286.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -868294.937500 Penalty: 4515.187500
	Iteration 0F: 3 clusters Score -868294.9 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -870278.687500 Penalty: 4515.187500
	Iteration 1F: 3 clusters Score -870278.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -870566.125000 Penalty: 4515.187500
	Iteration 2F: 3 clusters Score -870566.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -870779.750000 Penalty: 4515.187500
	Iteration 3F: 3 clusters Score -870779.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -870946.937500 Penalty: 4515.187500
	Iteration 4Q: 3 clusters Score -870946.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -871109.500000 Penalty: 4515.187500
	Iteration 5Q: 3 clusters Score -871109.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -871274.312500 Penalty: 4515.187500
	Iteration 6Q: 3 clusters Score -871274.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -871458.687500 Penalty: 4515.187500
	Iteration 7Q: 3 clusters Score -871458.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -871637.562500 Penalty: 4515.187500
	Iteration 8Q: 3 clusters Score -871637.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -871810.500000 Penalty: 4515.187500
	Iteration 9Q: 3 clusters Score -871810.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -871986.562500 Penalty: 4515.187500
	Iteration 10Q: 3 clusters Score -871986.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -872156.187500 Penalty: 4515.187500
	Iteration 11Q: 3 clusters Score -872156.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -872328.625000 Penalty: 4515.187500
	Iteration 12Q: 3 clusters Score -872328.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -872514.437500 Penalty: 4515.187500
	Iteration 13Q: 3 clusters Score -872514.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -872663.437500 Penalty: 4515.187500
	Iteration 14Q: 3 clusters Score -872663.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -872791.625000 Penalty: 4515.187500
	Iteration 15Q: 3 clusters Score -872791.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -872882.312500 Penalty: 4515.187500
	Iteration 16Q: 3 clusters Score -872882.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -872948.000000 Penalty: 4515.187500
	Iteration 17Q: 3 clusters Score -872948 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -873007.437500 Penalty: 4515.187500
	Iteration 18Q: 3 clusters Score -873007.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -873046.312500 Penalty: 4515.187500
	Iteration 19Q: 3 clusters Score -873046.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -873083.687500 Penalty: 4515.187500
	Iteration 20F: 3 clusters Score -873083.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -873114.750000 Penalty: 4515.187500
	Iteration 21Q: 3 clusters Score -873114.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -873142.187500 Penalty: 4515.187500
	Iteration 22Q: 3 clusters Score -873142.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -873179.312500 Penalty: 4515.187500
	Iteration 23Q: 3 clusters Score -873179.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -873198.750000 Penalty: 4515.187500
	Iteration 24Q: 3 clusters Score -873198.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -873216.000000 Penalty: 4515.187500
	Iteration 25Q: 3 clusters Score -873216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -873233.875000 Penalty: 4515.187500
	Iteration 26Q: 3 clusters Score -873233.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -873253.250000 Penalty: 4515.187500
	Iteration 27Q: 3 clusters Score -873253.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -873264.000000 Penalty: 4515.187500
	Iteration 28Q: 3 clusters Score -873264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -873276.562500 Penalty: 4515.187500
	Iteration 29Q: 3 clusters Score -873276.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -873294.437500 Penalty: 4515.187500
	Iteration 30Q: 3 clusters Score -873294.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -873314.437500 Penalty: 4515.187500
	Iteration 31Q: 3 clusters Score -873314.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -873331.187500 Penalty: 4515.187500
	Iteration 32Q: 3 clusters Score -873331.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -873344.437500 Penalty: 4515.187500
	Iteration 33Q: 3 clusters Score -873344.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -873358.875000 Penalty: 4515.187500
	Iteration 34Q: 3 clusters Score -873358.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -873383.812500 Penalty: 4515.187500
	Iteration 35Q: 3 clusters Score -873383.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -873402.625000 Penalty: 4515.187500
	Iteration 36Q: 3 clusters Score -873402.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -873414.500000 Penalty: 4515.187500
	Iteration 37Q: 3 clusters Score -873414.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -873425.812500 Penalty: 4515.187500
	Iteration 38Q: 3 clusters Score -873425.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -873434.125000 Penalty: 4515.187500
	Iteration 39Q: 3 clusters Score -873434.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -873437.625000 Penalty: 4515.187500
	Iteration 40F: 3 clusters Score -873437.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -873441.750000 Penalty: 4515.187500
	Iteration 41Q: 3 clusters Score -873441.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -873446.062500 Penalty: 4515.187500
	Iteration 42Q: 3 clusters Score -873446.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -873448.500000 Penalty: 4515.187500
	Iteration 43Q: 3 clusters Score -873448.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -873449.375000 Penalty: 4515.187500
	Iteration 44Q: 3 clusters Score -873449.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -873453.812500 Penalty: 4515.187500
	Iteration 45Q: 3 clusters Score -873453.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -873457.500000 Penalty: 4515.187500
	Iteration 46Q: 3 clusters Score -873457.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -873463.062500 Penalty: 4515.187500
	Iteration 47Q: 3 clusters Score -873463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -873465.750000 Penalty: 4515.187500
	Iteration 48Q: 3 clusters Score -873465.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -873469.250000 Penalty: 4515.187500
	Iteration 49Q: 3 clusters Score -873469.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -873475.062500 Penalty: 4515.187500
	Iteration 50Q: 3 clusters Score -873475.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -873476.937500 Penalty: 4515.187500
	Iteration 51Q: 3 clusters Score -873476.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -873477.937500 Penalty: 4515.187500
	Iteration 52Q: 3 clusters Score -873477.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -873483.187500 Penalty: 4515.187500
	Iteration 53Q: 3 clusters Score -873483.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -873485.437500 Penalty: 4515.187500
	Iteration 54Q: 3 clusters Score -873485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -873487.562500 Penalty: 4515.187500
	Iteration 55Q: 3 clusters Score -873487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -873488.312500 Penalty: 4515.187500
	Iteration 56Q: 3 clusters Score -873488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -873488.437500 Penalty: 4515.187500
	Iteration 57Q: 3 clusters Score -873488.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -873488.437500 Penalty: 4515.187500
	Iteration 58F: 3 clusters Score -873488.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Entering Unmasked Estep 
Score: -797330.687500 Penalty: 2229.165527
	Iteration 0F: 2 clusters Score -797330.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -790981.937500 Penalty: 4458.331055
	Iteration 0F: 3 clusters Score -790981.9 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -792657.187500 Penalty: 4458.331055
	Iteration 1F: 3 clusters Score -792657.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -792884.375000 Penalty: 4458.331055
	Iteration 2F: 3 clusters Score -792884.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -793049.812500 Penalty: 4458.331055
	Iteration 3F: 3 clusters Score -793049.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -793179.312500 Penalty: 4458.331055
	Iteration 4Q: 3 clusters Score -793179.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -793294.250000 Penalty: 4458.331055
	Iteration 5Q: 3 clusters Score -793294.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -793394.187500 Penalty: 4458.331055
	Iteration 6Q: 3 clusters Score -793394.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -793490.937500 Penalty: 4458.331055
	Iteration 7Q: 3 clusters Score -793490.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -793585.687500 Penalty: 4458.331055
	Iteration 8Q: 3 clusters Score -793585.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -793685.062500 Penalty: 4458.331055
	Iteration 9Q: 3 clusters Score -793685.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -793783.562500 Penalty: 4458.331055
	Iteration 10Q: 3 clusters Score -793783.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -793900.375000 Penalty: 4458.331055
	Iteration 11Q: 3 clusters Score -793900.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -794034.500000 Penalty: 4458.331055
	Iteration 12Q: 3 clusters Score -794034.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -794184.750000 Penalty: 4458.331055
	Iteration 13Q: 3 clusters Score -794184.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -794369.000000 Penalty: 4458.331055
	Iteration 14Q: 3 clusters Score -794369 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -794542.562500 Penalty: 4458.331055
	Iteration 15Q: 3 clusters Score -794542.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -794701.812500 Penalty: 4458.331055
	Iteration 16Q: 3 clusters Score -794701.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -794848.750000 Penalty: 4458.331055
	Iteration 17Q: 3 clusters Score -794848.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -794972.562500 Penalty: 4458.331055
	Iteration 18Q: 3 clusters Score -794972.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -795053.812500 Penalty: 4458.331055
	Iteration 19Q: 3 clusters Score -795053.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -795133.375000 Penalty: 4458.331055
	Iteration 20F: 3 clusters Score -795133.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -795185.062500 Penalty: 4458.331055
	Iteration 21Q: 3 clusters Score -795185.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -795221.875000 Penalty: 4458.331055
	Iteration 22Q: 3 clusters Score -795221.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -795250.687500 Penalty: 4458.331055
	Iteration 23Q: 3 clusters Score -795250.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -795270.437500 Penalty: 4458.331055
	Iteration 24Q: 3 clusters Score -795270.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -795287.187500 Penalty: 4458.331055
	Iteration 25Q: 3 clusters Score -795287.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -795304.250000 Penalty: 4458.331055
	Iteration 26Q: 3 clusters Score -795304.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -795320.000000 Penalty: 4458.331055
	Iteration 27Q: 3 clusters Score -795320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -795324.375000 Penalty: 4458.331055
	Iteration 28Q: 3 clusters Score -795324.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -795327.562500 Penalty: 4458.331055
	Iteration 29Q: 3 clusters Score -795327.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -795340.000000 Penalty: 4458.331055
	Iteration 30Q: 3 clusters Score -795340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -795346.687500 Penalty: 4458.331055
	Iteration 31Q: 3 clusters Score -795346.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -795349.187500 Penalty: 4458.331055
	Iteration 32Q: 3 clusters Score -795349.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -795351.500000 Penalty: 4458.331055
	Iteration 33Q: 3 clusters Score -795351.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -795355.000000 Penalty: 4458.331055
	Iteration 34Q: 3 clusters Score -795355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -795358.937500 Penalty: 4458.331055
	Iteration 35Q: 3 clusters Score -795358.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -795364.875000 Penalty: 4458.331055
	Iteration 36Q: 3 clusters Score -795364.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -795368.875000 Penalty: 4458.331055
	Iteration 37Q: 3 clusters Score -795368.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -795368.375000 Penalty: 4458.331055
	Iteration 38Q: 3 clusters Score -795368.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -795370.187500 Penalty: 4458.331055
	Iteration 39Q: 3 clusters Score -795370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -795370.500000 Penalty: 4458.331055
	Iteration 40F: 3 clusters Score -795370.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Entering Unmasked Estep 
Score: -1196622.750000 Penalty: 2346.911621
	Iteration 0F: 2 clusters Score -1196623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1187126.750000 Penalty: 4693.823242
	Iteration 0F: 3 clusters Score -1187127 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1190089.125000 Penalty: 4693.823242
	Iteration 1F: 3 clusters Score -1190089 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1190524.000000 Penalty: 4693.823242
	Iteration 2F: 3 clusters Score -1190524 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1190845.500000 Penalty: 4693.823242
	Iteration 3F: 3 clusters Score -1190846 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1191142.625000 Penalty: 4693.823242
	Iteration 4Q: 3 clusters Score -1191143 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1191428.875000 Penalty: 4693.823242
	Iteration 5Q: 3 clusters Score -1191429 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1191775.500000 Penalty: 4693.823242
	Iteration 6Q: 3 clusters Score -1191776 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1192159.125000 Penalty: 4693.823242
	Iteration 7Q: 3 clusters Score -1192159 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1192573.125000 Penalty: 4693.823242
	Iteration 8Q: 3 clusters Score -1192573 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1193097.500000 Penalty: 4693.823242
	Iteration 9F: 3 clusters Score -1193098 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1193801.375000 Penalty: 4693.823242
	Iteration 10F: 3 clusters Score -1193801 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1194665.875000 Penalty: 4693.823242
	Iteration 11F: 3 clusters Score -1194666 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1195310.875000 Penalty: 4693.823242
	Iteration 12F: 3 clusters Score -1195311 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1195742.250000 Penalty: 4693.823242
	Iteration 13Q: 3 clusters Score -1195742 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1195975.125000 Penalty: 4693.823242
	Iteration 14Q: 3 clusters Score -1195975 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1196085.000000 Penalty: 4693.823242
	Iteration 15Q: 3 clusters Score -1196085 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1196132.875000 Penalty: 4693.823242
	Iteration 16Q: 3 clusters Score -1196133 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1196153.375000 Penalty: 4693.823242
	Iteration 17Q: 3 clusters Score -1196153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1196165.375000 Penalty: 4693.823242
	Iteration 18Q: 3 clusters Score -1196165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1196180.750000 Penalty: 4693.823242
	Iteration 19Q: 3 clusters Score -1196181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1196189.125000 Penalty: 4693.823242
	Iteration 20F: 3 clusters Score -1196189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1196190.250000 Penalty: 4693.823242
	Iteration 21Q: 3 clusters Score -1196190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1196189.375000 Penalty: 4693.823242
	Iteration 22Q: 3 clusters Score -1196189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1196190.625000 Penalty: 4693.823242
	Iteration 23Q: 3 clusters Score -1196191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1196190.375000 Penalty: 4693.823242
	Iteration 24Q: 3 clusters Score -1196190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1196193.250000 Penalty: 4693.823242
	Iteration 25Q: 3 clusters Score -1196193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1196196.875000 Penalty: 4693.823242
	Iteration 26Q: 3 clusters Score -1196197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1196195.875000 Penalty: 4693.823242
	Iteration 27Q: 3 clusters Score -1196196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1196196.625000 Penalty: 4693.823242
	Iteration 28Q: 3 clusters Score -1196197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1196194.375000 Penalty: 4693.823242
	Iteration 29Q: 3 clusters Score -1196194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1196195.125000 Penalty: 4693.823242
	Iteration 30Q: 3 clusters Score -1196195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1196194.500000 Penalty: 4693.823242
	Iteration 31Q: 3 clusters Score -1196194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1196195.000000 Penalty: 4693.823242
	Iteration 32Q: 3 clusters Score -1196195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1196195.000000 Penalty: 4693.823242
	Iteration 33F: 3 clusters Score -1196195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (306092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306092 members 
Entering Unmasked Estep 
Score: -29987110.000000 Penalty: 3132.646973
	Iteration 0F: 2 clusters Score -2.998711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152757 members 
Mstep: Class 2 contains 153335 members 
Entering Unmasked Estep 
Score: -29791488.000000 Penalty: 6265.293945
	Iteration 0F: 3 clusters Score -2.979149e+07 nChanged 148462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148147 members 
Mstep: Class 2 contains 157945 members 
Entering Unmasked Estep 
Score: -29879186.000000 Penalty: 6265.293945
	Iteration 1F: 3 clusters Score -2.987919e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144808 members 
Mstep: Class 2 contains 161284 members 
Entering Unmasked Estep 
Score: -29880764.000000 Penalty: 6265.293945
	Iteration 2Q: 3 clusters Score -2.988076e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139448 members 
Mstep: Class 2 contains 166644 members 
Entering Unmasked Estep 
Score: -29883134.000000 Penalty: 6265.293945
	Iteration 3Q: 3 clusters Score -2.988313e+07 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130950 members 
Mstep: Class 2 contains 175142 members 
Entering Unmasked Estep 
Score: -29887172.000000 Penalty: 6265.293945
	Iteration 4Q: 3 clusters Score -2.988717e+07 nChanged 14992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118232 members 
Mstep: Class 2 contains 187860 members 
Entering Unmasked Estep 
Score: -29893860.000000 Penalty: 6265.293945
	Iteration 5Q: 3 clusters Score -2.989386e+07 nChanged 19934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 206032 members 
Entering Unmasked Estep 
Score: -29905990.000000 Penalty: 6265.293945
	Iteration 6F: 3 clusters Score -2.990599e+07 nChanged 23751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77737 members 
Mstep: Class 2 contains 228355 members 
Entering Unmasked Estep 
Score: -29921262.000000 Penalty: 6265.293945
	Iteration 7F: 3 clusters Score -2.992126e+07 nChanged 23816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 251185 members 
Entering Unmasked Estep 
Score: -29938670.000000 Penalty: 6265.293945
	Iteration 8F: 3 clusters Score -2.993867e+07 nChanged 19935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 270706 members 
Entering Unmasked Estep 
Score: -29954662.000000 Penalty: 6265.293945
	Iteration 9F: 3 clusters Score -2.995466e+07 nChanged 14755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 285369 members 
Entering Unmasked Estep 
Score: -29966862.000000 Penalty: 6265.293945
	Iteration 10Q: 3 clusters Score -2.996686e+07 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 295119 members 
Entering Unmasked Estep 
Score: -29975020.000000 Penalty: 6265.293945
	Iteration 11Q: 3 clusters Score -2.997502e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 300650 members 
Entering Unmasked Estep 
Score: -29979862.000000 Penalty: 6265.293945
	Iteration 12Q: 3 clusters Score -2.997986e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 303408 members 
Entering Unmasked Estep 
Score: -29982220.000000 Penalty: 6265.293945
	Iteration 13Q: 3 clusters Score -2.998222e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 304685 members 
Entering Unmasked Estep 
Score: -29983312.000000 Penalty: 6265.293945
	Iteration 14Q: 3 clusters Score -2.998331e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 305223 members 
Entering Unmasked Estep 
Score: -29983796.000000 Penalty: 6265.293945
	Iteration 15Q: 3 clusters Score -2.99838e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 305471 members 
Entering Unmasked Estep 
Score: -29984072.000000 Penalty: 6265.293945
	Iteration 16Q: 3 clusters Score -2.998407e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 305596 members 
Entering Unmasked Estep 
Score: -29984256.000000 Penalty: 6265.293945
	Iteration 17Q: 3 clusters Score -2.998426e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 305649 members 
Entering Unmasked Estep 
Score: -29984328.000000 Penalty: 6265.293945
	Iteration 18Q: 3 clusters Score -2.998433e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 305682 members 
Entering Unmasked Estep 
Score: -29984340.000000 Penalty: 6265.293945
	Iteration 19Q: 3 clusters Score -2.998434e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 305706 members 
Entering Unmasked Estep 
Score: -29984376.000000 Penalty: 6265.293945
	Iteration 20F: 3 clusters Score -2.998438e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 305716 members 
Entering Unmasked Estep 
Score: -29984352.000000 Penalty: 6265.293945
	Iteration 21Q: 3 clusters Score -2.998435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 305723 members 
Entering Unmasked Estep 
Score: -29984364.000000 Penalty: 6265.293945
	Iteration 22Q: 3 clusters Score -2.998436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 305727 members 
Entering Unmasked Estep 
Score: -29984380.000000 Penalty: 6265.293945
	Iteration 23Q: 3 clusters Score -2.998438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 305729 members 
Entering Unmasked Estep 
Score: -29984382.000000 Penalty: 6265.293945
	Iteration 24Q: 3 clusters Score -2.998438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 305730 members 
Entering Unmasked Estep 
Score: -29984398.000000 Penalty: 6265.293945
	Iteration 25Q: 3 clusters Score -2.99844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 305732 members 
Entering Unmasked Estep 
Score: -29984396.000000 Penalty: 6265.293945
	Iteration 26Q: 3 clusters Score -2.99844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 305731 members 
Entering Unmasked Estep 
Score: -29984398.000000 Penalty: 6265.293945
	Iteration 27Q: 3 clusters Score -2.99844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 305731 members 
Entering Unmasked Estep 
Score: -29984398.000000 Penalty: 6265.293945
	Iteration 28F: 3 clusters Score -2.99844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (217721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217721 members 
Entering Unmasked Estep 
Score: -21318684.000000 Penalty: 3048.160645
	Iteration 0F: 2 clusters Score -2.131868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109185 members 
Mstep: Class 2 contains 108536 members 
Entering Unmasked Estep 
Score: -21174700.000000 Penalty: 6096.321289
	Iteration 0F: 3 clusters Score -2.11747e+07 nChanged 104940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114611 members 
Mstep: Class 2 contains 103110 members 
Entering Unmasked Estep 
Score: -21235604.000000 Penalty: 6096.321289
	Iteration 1F: 3 clusters Score -2.12356e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118354 members 
Mstep: Class 2 contains 99367 members 
Entering Unmasked Estep 
Score: -21236898.000000 Penalty: 6096.321289
	Iteration 2Q: 3 clusters Score -2.12369e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124278 members 
Mstep: Class 2 contains 93443 members 
Entering Unmasked Estep 
Score: -21239044.000000 Penalty: 6096.321289
	Iteration 3Q: 3 clusters Score -2.123904e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133431 members 
Mstep: Class 2 contains 84290 members 
Entering Unmasked Estep 
Score: -21243116.000000 Penalty: 6096.321289
	Iteration 4Q: 3 clusters Score -2.124312e+07 nChanged 13781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147166 members 
Mstep: Class 2 contains 70555 members 
Entering Unmasked Estep 
Score: -21251240.000000 Penalty: 6096.321289
	Iteration 5F: 3 clusters Score -2.125124e+07 nChanged 19097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166263 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -21266218.000000 Penalty: 6096.321289
	Iteration 6F: 3 clusters Score -2.126622e+07 nChanged 22206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188469 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -21287034.000000 Penalty: 6096.321289
	Iteration 7F: 3 clusters Score -2.128703e+07 nChanged 17975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206444 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -21304930.000000 Penalty: 6096.321289
	Iteration 8F: 3 clusters Score -2.130493e+07 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214892 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -21313100.000000 Penalty: 6096.321289
	Iteration 9Q: 3 clusters Score -2.13131e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217090 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -21315210.000000 Penalty: 6096.321289
	Iteration 10Q: 3 clusters Score -2.131521e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217466 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21315642.000000 Penalty: 6096.321289
	Iteration 11Q: 3 clusters Score -2.131564e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217517 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21315764.000000 Penalty: 6096.321289
	Iteration 12Q: 3 clusters Score -2.131576e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217537 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21315812.000000 Penalty: 6096.321289
	Iteration 13Q: 3 clusters Score -2.131581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217551 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21315846.000000 Penalty: 6096.321289
	Iteration 14Q: 3 clusters Score -2.131585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217554 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21315852.000000 Penalty: 6096.321289
	Iteration 15Q: 3 clusters Score -2.131585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217559 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21315868.000000 Penalty: 6096.321289
	Iteration 16Q: 3 clusters Score -2.131587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217560 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21315862.000000 Penalty: 6096.321289
	Iteration 17Q: 3 clusters Score -2.131586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217561 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21315868.000000 Penalty: 6096.321289
	Iteration 18Q: 3 clusters Score -2.131587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217562 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21315878.000000 Penalty: 6096.321289
	Iteration 19Q: 3 clusters Score -2.131588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217564 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21315872.000000 Penalty: 6096.321289
	Iteration 20F: 3 clusters Score -2.131587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217563 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21315882.000000 Penalty: 6096.321289
	Iteration 21Q: 3 clusters Score -2.131588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217562 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21315888.000000 Penalty: 6096.321289
	Iteration 22Q: 3 clusters Score -2.131589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217561 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21315890.000000 Penalty: 6096.321289
	Iteration 23Q: 3 clusters Score -2.131589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217559 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21315884.000000 Penalty: 6096.321289
	Iteration 24Q: 3 clusters Score -2.131588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217560 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21315880.000000 Penalty: 6096.321289
	Iteration 25Q: 3 clusters Score -2.131588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217561 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21315882.000000 Penalty: 6096.321289
	Iteration 26Q: 3 clusters Score -2.131588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217561 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21315890.000000 Penalty: 6096.321289
	Iteration 27Q: 3 clusters Score -2.131589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217561 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21315890.000000 Penalty: 6096.321289
	Iteration 28F: 3 clusters Score -2.131589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Entering Unmasked Estep 
Score: -1022765.062500 Penalty: 2310.201904
	Iteration 0F: 2 clusters Score -1022765 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 5523 members 
Entering Unmasked Estep 
Score: -1014384.625000 Penalty: 4620.403809
	Iteration 0F: 3 clusters Score -1014385 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1016941.625000 Penalty: 4620.403809
	Iteration 1F: 3 clusters Score -1016942 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1017418.062500 Penalty: 4620.403809
	Iteration 2F: 3 clusters Score -1017418 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1017889.937500 Penalty: 4620.403809
	Iteration 3F: 3 clusters Score -1017890 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1018443.125000 Penalty: 4620.403809
	Iteration 4F: 3 clusters Score -1018443 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1019062.000000 Penalty: 4620.403809
	Iteration 5F: 3 clusters Score -1019062 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1019700.062500 Penalty: 4620.403809
	Iteration 6F: 3 clusters Score -1019700 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1020286.625000 Penalty: 4620.403809
	Iteration 7F: 3 clusters Score -1020287 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1020714.562500 Penalty: 4620.403809
	Iteration 8Q: 3 clusters Score -1020715 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1021123.562500 Penalty: 4620.403809
	Iteration 9Q: 3 clusters Score -1021124 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1021526.875000 Penalty: 4620.403809
	Iteration 10Q: 3 clusters Score -1021527 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1021982.250000 Penalty: 4620.403809
	Iteration 11Q: 3 clusters Score -1021982 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1022364.625000 Penalty: 4620.403809
	Iteration 12Q: 3 clusters Score -1022365 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1022589.875000 Penalty: 4620.403809
	Iteration 13Q: 3 clusters Score -1022590 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1022693.312500 Penalty: 4620.403809
	Iteration 14Q: 3 clusters Score -1022693 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1022728.062500 Penalty: 4620.403809
	Iteration 15Q: 3 clusters Score -1022728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1022746.375000 Penalty: 4620.403809
	Iteration 16Q: 3 clusters Score -1022746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1022755.625000 Penalty: 4620.403809
	Iteration 17Q: 3 clusters Score -1022756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1022763.937500 Penalty: 4620.403809
	Iteration 18Q: 3 clusters Score -1022764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1022765.437500 Penalty: 4620.403809
	Iteration 19Q: 3 clusters Score -1022765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1022769.062500 Penalty: 4620.403809
	Iteration 20F: 3 clusters Score -1022769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1022771.062500 Penalty: 4620.403809
	Iteration 21Q: 3 clusters Score -1022771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1022774.000000 Penalty: 4620.403809
	Iteration 22Q: 3 clusters Score -1022774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1022771.125000 Penalty: 4620.403809
	Iteration 23Q: 3 clusters Score -1022771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1022771.125000 Penalty: 4620.403809
	Iteration 24F: 3 clusters Score -1022771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 22537 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 15151 members 
Mstep: Class 6 contains 101400 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 223689 members 
Mstep: Class 9 contains 97600 members 
Mstep: Class 10 contains 12303 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12879 members 
Mstep: Class 14 contains 306092 members 
Mstep: Class 15 contains 217721 members 
Mstep: Class 16 contains 7767 members 
Mstep: Class 17 contains 13111 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 6867 members 
Mstep: Class 20 contains 63271 members 
Mstep: Class 21 contains 127978 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 227995 members 
Mstep: Class 25 contains 13062 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16033 members 
Mstep: Class 28 contains 5335 members 
Mstep: Class 29 contains 11376 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16829 members 
Mstep: Class 32 contains 6866 members 
Mstep: Class 33 contains 16417 members 
Mstep: Class 34 contains 3340 members 
Entering Unmasked Estep 
Score: -157704256.000000 Penalty: 120826.726562
Splitting cluster 16 changes total score from -157705168.000000 to -157704256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (13111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Entering Unmasked Estep 
Score: -1213234.250000 Penalty: 2351.339355
	Iteration 0F: 2 clusters Score -1213234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1203570.375000 Penalty: 4702.678711
	Iteration 0F: 3 clusters Score -1203570 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1206568.375000 Penalty: 4702.678711
	Iteration 1F: 3 clusters Score -1206568 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1206885.375000 Penalty: 4702.678711
	Iteration 2F: 3 clusters Score -1206885 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1207115.750000 Penalty: 4702.678711
	Iteration 3Q: 3 clusters Score -1207116 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1207338.000000 Penalty: 4702.678711
	Iteration 4Q: 3 clusters Score -1207338 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1207563.875000 Penalty: 4702.678711
	Iteration 5Q: 3 clusters Score -1207564 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1207790.500000 Penalty: 4702.678711
	Iteration 6Q: 3 clusters Score -1207790 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1208029.750000 Penalty: 4702.678711
	Iteration 7Q: 3 clusters Score -1208030 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1208278.125000 Penalty: 4702.678711
	Iteration 8Q: 3 clusters Score -1208278 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1208594.000000 Penalty: 4702.678711
	Iteration 9Q: 3 clusters Score -1208594 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1208952.625000 Penalty: 4702.678711
	Iteration 10Q: 3 clusters Score -1208953 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1209379.000000 Penalty: 4702.678711
	Iteration 11Q: 3 clusters Score -1209379 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1209946.000000 Penalty: 4702.678711
	Iteration 12Q: 3 clusters Score -1209946 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1210596.125000 Penalty: 4702.678711
	Iteration 13F: 3 clusters Score -1210596 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1211122.375000 Penalty: 4702.678711
	Iteration 14Q: 3 clusters Score -1211122 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1211472.875000 Penalty: 4702.678711
	Iteration 15Q: 3 clusters Score -1211473 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1211723.750000 Penalty: 4702.678711
	Iteration 16Q: 3 clusters Score -1211724 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1211875.250000 Penalty: 4702.678711
	Iteration 17Q: 3 clusters Score -1211875 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1211966.875000 Penalty: 4702.678711
	Iteration 18Q: 3 clusters Score -1211967 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1212021.625000 Penalty: 4702.678711
	Iteration 19Q: 3 clusters Score -1212022 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1212048.875000 Penalty: 4702.678711
	Iteration 20F: 3 clusters Score -1212049 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1212071.500000 Penalty: 4702.678711
	Iteration 21Q: 3 clusters Score -1212072 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1212088.000000 Penalty: 4702.678711
	Iteration 22Q: 3 clusters Score -1212088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1212097.625000 Penalty: 4702.678711
	Iteration 23Q: 3 clusters Score -1212098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1212105.625000 Penalty: 4702.678711
	Iteration 24Q: 3 clusters Score -1212106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1212111.500000 Penalty: 4702.678711
	Iteration 25Q: 3 clusters Score -1212112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1212113.000000 Penalty: 4702.678711
	Iteration 26Q: 3 clusters Score -1212113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1212113.625000 Penalty: 4702.678711
	Iteration 27Q: 3 clusters Score -1212114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1212115.000000 Penalty: 4702.678711
	Iteration 28Q: 3 clusters Score -1212115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1212118.375000 Penalty: 4702.678711
	Iteration 29Q: 3 clusters Score -1212118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1212116.500000 Penalty: 4702.678711
	Iteration 30Q: 3 clusters Score -1212116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1212116.125000 Penalty: 4702.678711
	Iteration 31Q: 3 clusters Score -1212116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1212116.500000 Penalty: 4702.678711
	Iteration 32Q: 3 clusters Score -1212116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1212117.625000 Penalty: 4702.678711
	Iteration 33Q: 3 clusters Score -1212118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1212122.000000 Penalty: 4702.678711
	Iteration 34Q: 3 clusters Score -1212122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1212120.750000 Penalty: 4702.678711
	Iteration 35Q: 3 clusters Score -1212121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1212123.000000 Penalty: 4702.678711
	Iteration 36Q: 3 clusters Score -1212123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1212121.500000 Penalty: 4702.678711
	Iteration 37Q: 3 clusters Score -1212122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1212125.500000 Penalty: 4702.678711
	Iteration 38Q: 3 clusters Score -1212126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1212125.875000 Penalty: 4702.678711
	Iteration 39Q: 3 clusters Score -1212126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1212125.875000 Penalty: 4702.678711
	Iteration 40F: 3 clusters Score -1212126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Entering Unmasked Estep 
Score: -1715461.125000 Penalty: 2425.542969
	Iteration 0F: 2 clusters Score -1715461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1702933.625000 Penalty: 4851.085938
	Iteration 0F: 3 clusters Score -1702934 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1706901.000000 Penalty: 4851.085938
	Iteration 1F: 3 clusters Score -1706901 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1707288.000000 Penalty: 4851.085938
	Iteration 2F: 3 clusters Score -1707288 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1707610.625000 Penalty: 4851.085938
	Iteration 3Q: 3 clusters Score -1707611 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1707920.125000 Penalty: 4851.085938
	Iteration 4Q: 3 clusters Score -1707920 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1708227.875000 Penalty: 4851.085938
	Iteration 5Q: 3 clusters Score -1708228 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1708589.125000 Penalty: 4851.085938
	Iteration 6Q: 3 clusters Score -1708589 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1709045.875000 Penalty: 4851.085938
	Iteration 7Q: 3 clusters Score -1709046 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1709652.125000 Penalty: 4851.085938
	Iteration 8F: 3 clusters Score -1709652 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1710343.625000 Penalty: 4851.085938
	Iteration 9F: 3 clusters Score -1710344 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1711022.500000 Penalty: 4851.085938
	Iteration 10Q: 3 clusters Score -1711022 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1711644.500000 Penalty: 4851.085938
	Iteration 11Q: 3 clusters Score -1711644 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1712179.375000 Penalty: 4851.085938
	Iteration 12Q: 3 clusters Score -1712179 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1712597.625000 Penalty: 4851.085938
	Iteration 13Q: 3 clusters Score -1712598 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1712901.750000 Penalty: 4851.085938
	Iteration 14Q: 3 clusters Score -1712902 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1713098.250000 Penalty: 4851.085938
	Iteration 15Q: 3 clusters Score -1713098 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1713203.125000 Penalty: 4851.085938
	Iteration 16Q: 3 clusters Score -1713203 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1713253.250000 Penalty: 4851.085938
	Iteration 17Q: 3 clusters Score -1713253 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1713298.625000 Penalty: 4851.085938
	Iteration 18Q: 3 clusters Score -1713299 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -1713318.750000 Penalty: 4851.085938
	Iteration 19Q: 3 clusters Score -1713319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1713331.375000 Penalty: 4851.085938
	Iteration 20F: 3 clusters Score -1713331 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1713345.625000 Penalty: 4851.085938
	Iteration 21Q: 3 clusters Score -1713346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1713350.875000 Penalty: 4851.085938
	Iteration 22Q: 3 clusters Score -1713351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1713359.625000 Penalty: 4851.085938
	Iteration 23Q: 3 clusters Score -1713360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1713366.875000 Penalty: 4851.085938
	Iteration 24Q: 3 clusters Score -1713367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1713370.375000 Penalty: 4851.085938
	Iteration 25Q: 3 clusters Score -1713370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1713372.750000 Penalty: 4851.085938
	Iteration 26Q: 3 clusters Score -1713373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1713381.000000 Penalty: 4851.085938
	Iteration 27Q: 3 clusters Score -1713381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1713378.125000 Penalty: 4851.085938
	Iteration 28Q: 3 clusters Score -1713378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1713384.375000 Penalty: 4851.085938
	Iteration 29Q: 3 clusters Score -1713384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1713384.000000 Penalty: 4851.085938
	Iteration 30Q: 3 clusters Score -1713384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1713384.625000 Penalty: 4851.085938
	Iteration 31Q: 3 clusters Score -1713385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1713384.875000 Penalty: 4851.085938
	Iteration 32Q: 3 clusters Score -1713385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1713384.625000 Penalty: 4851.085938
	Iteration 33Q: 3 clusters Score -1713385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1713382.375000 Penalty: 4851.085938
	Iteration 34Q: 3 clusters Score -1713382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1713384.625000 Penalty: 4851.085938
	Iteration 35Q: 3 clusters Score -1713385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1713387.500000 Penalty: 4851.085938
	Iteration 36Q: 3 clusters Score -1713388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -1713389.875000 Penalty: 4851.085938
	Iteration 37Q: 3 clusters Score -1713390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1713391.625000 Penalty: 4851.085938
	Iteration 38Q: 3 clusters Score -1713392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1713391.250000 Penalty: 4851.085938
	Iteration 39Q: 3 clusters Score -1713391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -1713391.375000 Penalty: 4851.085938
	Iteration 40F: 3 clusters Score -1713391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -1713389.375000 Penalty: 4851.085938
	Iteration 41Q: 3 clusters Score -1713389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1713391.750000 Penalty: 4851.085938
	Iteration 42Q: 3 clusters Score -1713392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1713392.875000 Penalty: 4851.085938
	Iteration 43Q: 3 clusters Score -1713393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -1713392.750000 Penalty: 4851.085938
	Iteration 44Q: 3 clusters Score -1713393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1713390.875000 Penalty: 4851.085938
	Iteration 45Q: 3 clusters Score -1713391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1713389.875000 Penalty: 4851.085938
	Iteration 46Q: 3 clusters Score -1713390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1713389.875000 Penalty: 4851.085938
	Iteration 47F: 3 clusters Score -1713390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Entering Unmasked Estep 
Score: -637989.812500 Penalty: 2190.951660
	Iteration 0F: 2 clusters Score -637989.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -632302.812500 Penalty: 4381.903320
	Iteration 0F: 3 clusters Score -632302.8 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -633837.812500 Penalty: 4381.903320
	Iteration 1F: 3 clusters Score -633837.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -634109.062500 Penalty: 4381.903320
	Iteration 2F: 3 clusters Score -634109.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -634315.250000 Penalty: 4381.903320
	Iteration 3F: 3 clusters Score -634315.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -634458.500000 Penalty: 4381.903320
	Iteration 4Q: 3 clusters Score -634458.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -634574.812500 Penalty: 4381.903320
	Iteration 5Q: 3 clusters Score -634574.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -634657.437500 Penalty: 4381.903320
	Iteration 6Q: 3 clusters Score -634657.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -634731.750000 Penalty: 4381.903320
	Iteration 7Q: 3 clusters Score -634731.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -634800.500000 Penalty: 4381.903320
	Iteration 8Q: 3 clusters Score -634800.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -634855.500000 Penalty: 4381.903320
	Iteration 9Q: 3 clusters Score -634855.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -634907.562500 Penalty: 4381.903320
	Iteration 10Q: 3 clusters Score -634907.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -634959.062500 Penalty: 4381.903320
	Iteration 11Q: 3 clusters Score -634959.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -635006.312500 Penalty: 4381.903320
	Iteration 12Q: 3 clusters Score -635006.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -635057.875000 Penalty: 4381.903320
	Iteration 13Q: 3 clusters Score -635057.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -635112.687500 Penalty: 4381.903320
	Iteration 14Q: 3 clusters Score -635112.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -635176.250000 Penalty: 4381.903320
	Iteration 15Q: 3 clusters Score -635176.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -635246.000000 Penalty: 4381.903320
	Iteration 16Q: 3 clusters Score -635246 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -635305.750000 Penalty: 4381.903320
	Iteration 17Q: 3 clusters Score -635305.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -635346.125000 Penalty: 4381.903320
	Iteration 18Q: 3 clusters Score -635346.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -635384.375000 Penalty: 4381.903320
	Iteration 19Q: 3 clusters Score -635384.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -635422.187500 Penalty: 4381.903320
	Iteration 20F: 3 clusters Score -635422.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -635465.187500 Penalty: 4381.903320
	Iteration 21Q: 3 clusters Score -635465.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -635515.250000 Penalty: 4381.903320
	Iteration 22Q: 3 clusters Score -635515.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -635574.500000 Penalty: 4381.903320
	Iteration 23Q: 3 clusters Score -635574.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -635626.500000 Penalty: 4381.903320
	Iteration 24Q: 3 clusters Score -635626.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -635674.250000 Penalty: 4381.903320
	Iteration 25Q: 3 clusters Score -635674.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -635727.375000 Penalty: 4381.903320
	Iteration 26Q: 3 clusters Score -635727.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -635775.250000 Penalty: 4381.903320
	Iteration 27Q: 3 clusters Score -635775.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -635825.000000 Penalty: 4381.903320
	Iteration 28Q: 3 clusters Score -635825 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -635874.937500 Penalty: 4381.903320
	Iteration 29Q: 3 clusters Score -635874.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -635926.625000 Penalty: 4381.903320
	Iteration 30Q: 3 clusters Score -635926.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -635968.312500 Penalty: 4381.903320
	Iteration 31Q: 3 clusters Score -635968.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -635992.625000 Penalty: 4381.903320
	Iteration 32Q: 3 clusters Score -635992.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -636013.375000 Penalty: 4381.903320
	Iteration 33Q: 3 clusters Score -636013.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -636034.500000 Penalty: 4381.903320
	Iteration 34Q: 3 clusters Score -636034.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -636049.250000 Penalty: 4381.903320
	Iteration 35Q: 3 clusters Score -636049.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -636062.687500 Penalty: 4381.903320
	Iteration 36Q: 3 clusters Score -636062.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -636076.187500 Penalty: 4381.903320
	Iteration 37Q: 3 clusters Score -636076.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -636085.937500 Penalty: 4381.903320
	Iteration 38Q: 3 clusters Score -636085.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -636096.062500 Penalty: 4381.903320
	Iteration 39Q: 3 clusters Score -636096.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -636103.812500 Penalty: 4381.903320
	Iteration 40F: 3 clusters Score -636103.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -636110.750000 Penalty: 4381.903320
	Iteration 41Q: 3 clusters Score -636110.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -636117.125000 Penalty: 4381.903320
	Iteration 42Q: 3 clusters Score -636117.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -636122.625000 Penalty: 4381.903320
	Iteration 43Q: 3 clusters Score -636122.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -636125.625000 Penalty: 4381.903320
	Iteration 44Q: 3 clusters Score -636125.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -636129.937500 Penalty: 4381.903320
	Iteration 45Q: 3 clusters Score -636129.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -636135.375000 Penalty: 4381.903320
	Iteration 46Q: 3 clusters Score -636135.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -636141.437500 Penalty: 4381.903320
	Iteration 47Q: 3 clusters Score -636141.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -636143.687500 Penalty: 4381.903320
	Iteration 48Q: 3 clusters Score -636143.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -636146.812500 Penalty: 4381.903320
	Iteration 49Q: 3 clusters Score -636146.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -636149.687500 Penalty: 4381.903320
	Iteration 50Q: 3 clusters Score -636149.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -636152.250000 Penalty: 4381.903320
	Iteration 51Q: 3 clusters Score -636152.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -636154.312500 Penalty: 4381.903320
	Iteration 52Q: 3 clusters Score -636154.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -636155.937500 Penalty: 4381.903320
	Iteration 53Q: 3 clusters Score -636155.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -636156.750000 Penalty: 4381.903320
	Iteration 54Q: 3 clusters Score -636156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -636155.562500 Penalty: 4381.903320
	Iteration 55Q: 3 clusters Score -636155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -636156.250000 Penalty: 4381.903320
	Iteration 56Q: 3 clusters Score -636156.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -636156.875000 Penalty: 4381.903320
	Iteration 57Q: 3 clusters Score -636156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -636157.187500 Penalty: 4381.903320
	Iteration 58Q: 3 clusters Score -636157.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -636157.187500 Penalty: 4381.903320
	Iteration 59F: 3 clusters Score -636157.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (63271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63271 members 
Entering Unmasked Estep 
Score: -6143290.000000 Penalty: 2741.685303
	Iteration 0F: 2 clusters Score -6143290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -6100790.500000 Penalty: 5483.370605
	Iteration 0F: 3 clusters Score -6100790 nChanged 29425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -6117788.500000 Penalty: 5483.370605
	Iteration 1F: 3 clusters Score -6117788 nChanged 2828
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -6118965.000000 Penalty: 5483.370605
	Iteration 2Q: 3 clusters Score -6118965 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -6120740.000000 Penalty: 5483.370605
	Iteration 3F: 3 clusters Score -6120740 nChanged 3861
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -6123222.000000 Penalty: 5483.370605
	Iteration 4F: 3 clusters Score -6123222 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -6126656.500000 Penalty: 5483.370605
	Iteration 5F: 3 clusters Score -6126656 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -6130956.500000 Penalty: 5483.370605
	Iteration 6F: 3 clusters Score -6130956 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -6135693.000000 Penalty: 5483.370605
	Iteration 7F: 3 clusters Score -6135693 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -6139071.500000 Penalty: 5483.370605
	Iteration 8F: 3 clusters Score -6139072 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -6140313.000000 Penalty: 5483.370605
	Iteration 9Q: 3 clusters Score -6140313 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -6140769.000000 Penalty: 5483.370605
	Iteration 10Q: 3 clusters Score -6140769 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -6141011.500000 Penalty: 5483.370605
	Iteration 11Q: 3 clusters Score -6141012 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -6141215.500000 Penalty: 5483.370605
	Iteration 12Q: 3 clusters Score -6141216 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -6141410.500000 Penalty: 5483.370605
	Iteration 13Q: 3 clusters Score -6141410 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -6141567.500000 Penalty: 5483.370605
	Iteration 14Q: 3 clusters Score -6141568 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -6141687.000000 Penalty: 5483.370605
	Iteration 15Q: 3 clusters Score -6141687 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -6141821.000000 Penalty: 5483.370605
	Iteration 16Q: 3 clusters Score -6141821 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -6141929.000000 Penalty: 5483.370605
	Iteration 17Q: 3 clusters Score -6141929 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -6142013.500000 Penalty: 5483.370605
	Iteration 18Q: 3 clusters Score -6142014 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -6142058.000000 Penalty: 5483.370605
	Iteration 19Q: 3 clusters Score -6142058 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -6142083.500000 Penalty: 5483.370605
	Iteration 20F: 3 clusters Score -6142084 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -6142142.500000 Penalty: 5483.370605
	Iteration 21Q: 3 clusters Score -6142142 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -6142190.000000 Penalty: 5483.370605
	Iteration 22Q: 3 clusters Score -6142190 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -6142193.000000 Penalty: 5483.370605
	Iteration 23Q: 3 clusters Score -6142193 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -6142200.500000 Penalty: 5483.370605
	Iteration 24Q: 3 clusters Score -6142200 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -6142251.000000 Penalty: 5483.370605
	Iteration 25Q: 3 clusters Score -6142251 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -6142260.500000 Penalty: 5483.370605
	Iteration 26Q: 3 clusters Score -6142260 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -6142259.000000 Penalty: 5483.370605
	Iteration 27Q: 3 clusters Score -6142259 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -6142280.500000 Penalty: 5483.370605
	Iteration 28Q: 3 clusters Score -6142280 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -6142284.000000 Penalty: 5483.370605
	Iteration 29Q: 3 clusters Score -6142284 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -6142303.000000 Penalty: 5483.370605
	Iteration 30Q: 3 clusters Score -6142303 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -6142299.000000 Penalty: 5483.370605
	Iteration 31Q: 3 clusters Score -6142299 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -6142311.500000 Penalty: 5483.370605
	Iteration 32Q: 3 clusters Score -6142312 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -6142313.500000 Penalty: 5483.370605
	Iteration 33Q: 3 clusters Score -6142314 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -6142307.500000 Penalty: 5483.370605
	Iteration 34Q: 3 clusters Score -6142308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -6142317.000000 Penalty: 5483.370605
	Iteration 35Q: 3 clusters Score -6142317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -6142318.500000 Penalty: 5483.370605
	Iteration 36Q: 3 clusters Score -6142318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -6142322.500000 Penalty: 5483.370605
	Iteration 37Q: 3 clusters Score -6142322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -6142324.500000 Penalty: 5483.370605
	Iteration 38Q: 3 clusters Score -6142324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -6142328.500000 Penalty: 5483.370605
	Iteration 39Q: 3 clusters Score -6142328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -6142334.000000 Penalty: 5483.370605
	Iteration 40F: 3 clusters Score -6142334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -6142332.500000 Penalty: 5483.370605
	Iteration 41Q: 3 clusters Score -6142332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -6142329.500000 Penalty: 5483.370605
	Iteration 42Q: 3 clusters Score -6142330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -6142326.000000 Penalty: 5483.370605
	Iteration 43Q: 3 clusters Score -6142326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56226 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -6142339.000000 Penalty: 5483.370605
	Iteration 44Q: 3 clusters Score -6142339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -6142341.000000 Penalty: 5483.370605
	Iteration 45Q: 3 clusters Score -6142341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -6142350.000000 Penalty: 5483.370605
	Iteration 46Q: 3 clusters Score -6142350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -6142354.500000 Penalty: 5483.370605
	Iteration 47Q: 3 clusters Score -6142354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56276 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -6142353.000000 Penalty: 5483.370605
	Iteration 48Q: 3 clusters Score -6142353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -6142360.500000 Penalty: 5483.370605
	Iteration 49Q: 3 clusters Score -6142360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -6142361.000000 Penalty: 5483.370605
	Iteration 50Q: 3 clusters Score -6142361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -6142351.000000 Penalty: 5483.370605
	Iteration 51Q: 3 clusters Score -6142351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -6142353.500000 Penalty: 5483.370605
	Iteration 52Q: 3 clusters Score -6142354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -6142359.500000 Penalty: 5483.370605
	Iteration 53Q: 3 clusters Score -6142360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -6142370.000000 Penalty: 5483.370605
	Iteration 54Q: 3 clusters Score -6142370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56381 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -6142356.000000 Penalty: 5483.370605
	Iteration 55Q: 3 clusters Score -6142356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -6142359.000000 Penalty: 5483.370605
	Iteration 56Q: 3 clusters Score -6142359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -6142365.500000 Penalty: 5483.370605
	Iteration 57Q: 3 clusters Score -6142366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -6142371.000000 Penalty: 5483.370605
	Iteration 58Q: 3 clusters Score -6142371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -6142369.000000 Penalty: 5483.370605
	Iteration 59Q: 3 clusters Score -6142369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -6142363.500000 Penalty: 5483.370605
	Iteration 60F: 3 clusters Score -6142364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56458 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -6142367.500000 Penalty: 5483.370605
	Iteration 61Q: 3 clusters Score -6142368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -6142359.500000 Penalty: 5483.370605
	Iteration 62Q: 3 clusters Score -6142360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -6142362.500000 Penalty: 5483.370605
	Iteration 63Q: 3 clusters Score -6142362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56503 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -6142365.500000 Penalty: 5483.370605
	Iteration 64Q: 3 clusters Score -6142366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -6142368.000000 Penalty: 5483.370605
	Iteration 65Q: 3 clusters Score -6142368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -6142362.500000 Penalty: 5483.370605
	Iteration 66Q: 3 clusters Score -6142362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -6142357.500000 Penalty: 5483.370605
	Iteration 67Q: 3 clusters Score -6142358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -6142359.500000 Penalty: 5483.370605
	Iteration 68Q: 3 clusters Score -6142360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -6142360.500000 Penalty: 5483.370605
	Iteration 69Q: 3 clusters Score -6142360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -6142367.500000 Penalty: 5483.370605
	Iteration 70Q: 3 clusters Score -6142368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -6142360.500000 Penalty: 5483.370605
	Iteration 71Q: 3 clusters Score -6142360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -6142364.000000 Penalty: 5483.370605
	Iteration 72Q: 3 clusters Score -6142364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -6142369.000000 Penalty: 5483.370605
	Iteration 73Q: 3 clusters Score -6142369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -6142356.500000 Penalty: 5483.370605
	Iteration 74Q: 3 clusters Score -6142356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -6142353.000000 Penalty: 5483.370605
	Iteration 75Q: 3 clusters Score -6142353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -6142352.500000 Penalty: 5483.370605
	Iteration 76Q: 3 clusters Score -6142352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -6142352.500000 Penalty: 5483.370605
	Iteration 77Q: 3 clusters Score -6142352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -6142351.500000 Penalty: 5483.370605
	Iteration 78Q: 3 clusters Score -6142352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -6142355.000000 Penalty: 5483.370605
	Iteration 79Q: 3 clusters Score -6142355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56659 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -6142356.500000 Penalty: 5483.370605
	Iteration 80F: 3 clusters Score -6142356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -6142352.500000 Penalty: 5483.370605
	Iteration 81Q: 3 clusters Score -6142352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -6142352.500000 Penalty: 5483.370605
	Iteration 82F: 3 clusters Score -6142352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (127978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127978 members 
Entering Unmasked Estep 
Score: -12417910.000000 Penalty: 2916.384277
	Iteration 0F: 2 clusters Score -1.241791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 64014 members 
Entering Unmasked Estep 
Score: -12332061.000000 Penalty: 5832.768555
	Iteration 0F: 3 clusters Score -1.233206e+07 nChanged 61016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -12367624.000000 Penalty: 5832.768555
	Iteration 1F: 3 clusters Score -1.236762e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 63274 members 
Entering Unmasked Estep 
Score: -12368563.000000 Penalty: 5832.768555
	Iteration 2Q: 3 clusters Score -1.236856e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65100 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -12369500.000000 Penalty: 5832.768555
	Iteration 3Q: 3 clusters Score -1.23695e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -12370626.000000 Penalty: 5832.768555
	Iteration 4Q: 3 clusters Score -1.237063e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66330 members 
Mstep: Class 2 contains 61648 members 
Entering Unmasked Estep 
Score: -12372054.000000 Penalty: 5832.768555
	Iteration 5Q: 3 clusters Score -1.237205e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67310 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -12373765.000000 Penalty: 5832.768555
	Iteration 6Q: 3 clusters Score -1.237376e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -12376049.000000 Penalty: 5832.768555
	Iteration 7Q: 3 clusters Score -1.237605e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 58061 members 
Entering Unmasked Estep 
Score: -12379219.000000 Penalty: 5832.768555
	Iteration 8Q: 3 clusters Score -1.237922e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71655 members 
Mstep: Class 2 contains 56323 members 
Entering Unmasked Estep 
Score: -12383400.000000 Penalty: 5832.768555
	Iteration 9F: 3 clusters Score -1.23834e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 54774 members 
Entering Unmasked Estep 
Score: -12387993.000000 Penalty: 5832.768555
	Iteration 10F: 3 clusters Score -1.238799e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74474 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -12391815.000000 Penalty: 5832.768555
	Iteration 11F: 3 clusters Score -1.239182e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75543 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -12393570.000000 Penalty: 5832.768555
	Iteration 12Q: 3 clusters Score -1.239357e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76505 members 
Mstep: Class 2 contains 51473 members 
Entering Unmasked Estep 
Score: -12394236.000000 Penalty: 5832.768555
	Iteration 13Q: 3 clusters Score -1.239424e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -12394626.000000 Penalty: 5832.768555
	Iteration 14Q: 3 clusters Score -1.239463e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78734 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -12394920.000000 Penalty: 5832.768555
	Iteration 15Q: 3 clusters Score -1.239492e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -12395094.000000 Penalty: 5832.768555
	Iteration 16Q: 3 clusters Score -1.239509e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81346 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -12395455.000000 Penalty: 5832.768555
	Iteration 17Q: 3 clusters Score -1.239546e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82823 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -12395863.000000 Penalty: 5832.768555
	Iteration 18Q: 3 clusters Score -1.239586e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -12396210.000000 Penalty: 5832.768555
	Iteration 19Q: 3 clusters Score -1.239621e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86133 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -12396619.000000 Penalty: 5832.768555
	Iteration 20F: 3 clusters Score -1.239662e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -12397042.000000 Penalty: 5832.768555
	Iteration 21Q: 3 clusters Score -1.239704e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89781 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -12397540.000000 Penalty: 5832.768555
	Iteration 22Q: 3 clusters Score -1.239754e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91744 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -12398042.000000 Penalty: 5832.768555
	Iteration 23Q: 3 clusters Score -1.239804e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93811 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -12398683.000000 Penalty: 5832.768555
	Iteration 24Q: 3 clusters Score -1.239868e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95959 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -12399383.000000 Penalty: 5832.768555
	Iteration 25Q: 3 clusters Score -1.239938e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98302 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -12400128.000000 Penalty: 5832.768555
	Iteration 26Q: 3 clusters Score -1.240013e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100720 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -12401042.000000 Penalty: 5832.768555
	Iteration 27Q: 3 clusters Score -1.240104e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103194 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -12401943.000000 Penalty: 5832.768555
	Iteration 28Q: 3 clusters Score -1.240194e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105659 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -12403001.000000 Penalty: 5832.768555
	Iteration 29Q: 3 clusters Score -1.2403e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108084 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -12404100.000000 Penalty: 5832.768555
	Iteration 30Q: 3 clusters Score -1.24041e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110496 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -12405250.000000 Penalty: 5832.768555
	Iteration 31Q: 3 clusters Score -1.240525e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112785 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -12406398.000000 Penalty: 5832.768555
	Iteration 32Q: 3 clusters Score -1.24064e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114986 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -12407782.000000 Penalty: 5832.768555
	Iteration 33Q: 3 clusters Score -1.240778e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117065 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -12409199.000000 Penalty: 5832.768555
	Iteration 34Q: 3 clusters Score -1.24092e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118774 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -12410484.000000 Penalty: 5832.768555
	Iteration 35Q: 3 clusters Score -1.241048e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120157 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -12411589.000000 Penalty: 5832.768555
	Iteration 36Q: 3 clusters Score -1.241159e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121280 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -12412432.000000 Penalty: 5832.768555
	Iteration 37Q: 3 clusters Score -1.241243e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122140 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -12412971.000000 Penalty: 5832.768555
	Iteration 38Q: 3 clusters Score -1.241297e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122751 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -12413313.000000 Penalty: 5832.768555
	Iteration 39Q: 3 clusters Score -1.241331e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123243 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -12413731.000000 Penalty: 5832.768555
	Iteration 40F: 3 clusters Score -1.241373e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123678 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -12414001.000000 Penalty: 5832.768555
	Iteration 41Q: 3 clusters Score -1.2414e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124033 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -12414181.000000 Penalty: 5832.768555
	Iteration 42Q: 3 clusters Score -1.241418e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124335 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -12414333.000000 Penalty: 5832.768555
	Iteration 43Q: 3 clusters Score -1.241433e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124603 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -12414463.000000 Penalty: 5832.768555
	Iteration 44Q: 3 clusters Score -1.241446e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124841 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -12414584.000000 Penalty: 5832.768555
	Iteration 45Q: 3 clusters Score -1.241458e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125056 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -12414732.000000 Penalty: 5832.768555
	Iteration 46Q: 3 clusters Score -1.241473e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125249 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -12414859.000000 Penalty: 5832.768555
	Iteration 47Q: 3 clusters Score -1.241486e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125431 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -12414964.000000 Penalty: 5832.768555
	Iteration 48Q: 3 clusters Score -1.241496e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125585 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -12415004.000000 Penalty: 5832.768555
	Iteration 49Q: 3 clusters Score -1.2415e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125706 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -12415061.000000 Penalty: 5832.768555
	Iteration 50Q: 3 clusters Score -1.241506e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125807 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -12415098.000000 Penalty: 5832.768555
	Iteration 51Q: 3 clusters Score -1.24151e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125888 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -12415141.000000 Penalty: 5832.768555
	Iteration 52Q: 3 clusters Score -1.241514e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125966 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -12415182.000000 Penalty: 5832.768555
	Iteration 53Q: 3 clusters Score -1.241518e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126041 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -12415210.000000 Penalty: 5832.768555
	Iteration 54Q: 3 clusters Score -1.241521e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126122 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -12415256.000000 Penalty: 5832.768555
	Iteration 55Q: 3 clusters Score -1.241526e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126175 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -12415280.000000 Penalty: 5832.768555
	Iteration 56Q: 3 clusters Score -1.241528e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126212 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -12415284.000000 Penalty: 5832.768555
	Iteration 57Q: 3 clusters Score -1.241528e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126241 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -12415290.000000 Penalty: 5832.768555
	Iteration 58Q: 3 clusters Score -1.241529e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126269 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -12415280.000000 Penalty: 5832.768555
	Iteration 59Q: 3 clusters Score -1.241528e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126291 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -12415278.000000 Penalty: 5832.768555
	Iteration 60F: 3 clusters Score -1.241528e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126306 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -12415288.000000 Penalty: 5832.768555
	Iteration 61Q: 3 clusters Score -1.241529e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126326 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -12415259.000000 Penalty: 5832.768555
	Iteration 62Q: 3 clusters Score -1.241526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126344 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -12415278.000000 Penalty: 5832.768555
	Iteration 63Q: 3 clusters Score -1.241528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126363 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -12415267.000000 Penalty: 5832.768555
	Iteration 64Q: 3 clusters Score -1.241527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126385 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -12415269.000000 Penalty: 5832.768555
	Iteration 65Q: 3 clusters Score -1.241527e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126409 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -12415303.000000 Penalty: 5832.768555
	Iteration 66Q: 3 clusters Score -1.24153e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126436 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -12415306.000000 Penalty: 5832.768555
	Iteration 67Q: 3 clusters Score -1.241531e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126463 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -12415312.000000 Penalty: 5832.768555
	Iteration 68Q: 3 clusters Score -1.241531e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126485 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -12415319.000000 Penalty: 5832.768555
	Iteration 69Q: 3 clusters Score -1.241532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126506 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -12415308.000000 Penalty: 5832.768555
	Iteration 70Q: 3 clusters Score -1.241531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126517 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -12415308.000000 Penalty: 5832.768555
	Iteration 71Q: 3 clusters Score -1.241531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126525 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -12415305.000000 Penalty: 5832.768555
	Iteration 72Q: 3 clusters Score -1.24153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126537 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -12415304.000000 Penalty: 5832.768555
	Iteration 73Q: 3 clusters Score -1.24153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126546 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -12415305.000000 Penalty: 5832.768555
	Iteration 74Q: 3 clusters Score -1.24153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126555 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -12415297.000000 Penalty: 5832.768555
	Iteration 75Q: 3 clusters Score -1.24153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126566 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -12415300.000000 Penalty: 5832.768555
	Iteration 76Q: 3 clusters Score -1.24153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126564 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -12415288.000000 Penalty: 5832.768555
	Iteration 77Q: 3 clusters Score -1.241529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126566 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -12415296.000000 Penalty: 5832.768555
	Iteration 78Q: 3 clusters Score -1.24153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126574 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -12415307.000000 Penalty: 5832.768555
	Iteration 79Q: 3 clusters Score -1.241531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126579 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -12415311.000000 Penalty: 5832.768555
	Iteration 80F: 3 clusters Score -1.241531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126584 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -12415316.000000 Penalty: 5832.768555
	Iteration 81Q: 3 clusters Score -1.241532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126589 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -12415321.000000 Penalty: 5832.768555
	Iteration 82Q: 3 clusters Score -1.241532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126593 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -12415319.000000 Penalty: 5832.768555
	Iteration 83Q: 3 clusters Score -1.241532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126595 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -12415323.000000 Penalty: 5832.768555
	Iteration 84Q: 3 clusters Score -1.241532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126595 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -12415323.000000 Penalty: 5832.768555
	Iteration 85F: 3 clusters Score -1.241532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Entering Unmasked Estep 
Score: -447872.468750 Penalty: 2100.272949
	Iteration 0F: 2 clusters Score -447872.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -443501.625000 Penalty: 4200.545898
	Iteration 0F: 3 clusters Score -443501.6 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -444480.718750 Penalty: 4200.545898
	Iteration 1F: 3 clusters Score -444480.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -444709.156250 Penalty: 4200.545898
	Iteration 2F: 3 clusters Score -444709.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -444840.343750 Penalty: 4200.545898
	Iteration 3Q: 3 clusters Score -444840.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -444969.687500 Penalty: 4200.545898
	Iteration 4Q: 3 clusters Score -444969.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -445065.750000 Penalty: 4200.545898
	Iteration 5Q: 3 clusters Score -445065.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -445160.875000 Penalty: 4200.545898
	Iteration 6Q: 3 clusters Score -445160.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -445267.093750 Penalty: 4200.545898
	Iteration 7Q: 3 clusters Score -445267.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -445378.468750 Penalty: 4200.545898
	Iteration 8Q: 3 clusters Score -445378.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -445492.250000 Penalty: 4200.545898
	Iteration 9Q: 3 clusters Score -445492.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -445579.687500 Penalty: 4200.545898
	Iteration 10Q: 3 clusters Score -445579.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -445657.250000 Penalty: 4200.545898
	Iteration 11Q: 3 clusters Score -445657.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -445718.437500 Penalty: 4200.545898
	Iteration 12Q: 3 clusters Score -445718.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -445763.500000 Penalty: 4200.545898
	Iteration 13Q: 3 clusters Score -445763.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -445812.562500 Penalty: 4200.545898
	Iteration 14Q: 3 clusters Score -445812.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -445846.062500 Penalty: 4200.545898
	Iteration 15Q: 3 clusters Score -445846.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -445877.687500 Penalty: 4200.545898
	Iteration 16Q: 3 clusters Score -445877.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -445903.468750 Penalty: 4200.545898
	Iteration 17Q: 3 clusters Score -445903.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -445930.375000 Penalty: 4200.545898
	Iteration 18Q: 3 clusters Score -445930.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -445953.625000 Penalty: 4200.545898
	Iteration 19Q: 3 clusters Score -445953.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -445964.781250 Penalty: 4200.545898
	Iteration 20F: 3 clusters Score -445964.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -445973.218750 Penalty: 4200.545898
	Iteration 21Q: 3 clusters Score -445973.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -445981.812500 Penalty: 4200.545898
	Iteration 22Q: 3 clusters Score -445981.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -445992.875000 Penalty: 4200.545898
	Iteration 23Q: 3 clusters Score -445992.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -446001.718750 Penalty: 4200.545898
	Iteration 24Q: 3 clusters Score -446001.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -446006.437500 Penalty: 4200.545898
	Iteration 25Q: 3 clusters Score -446006.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -446010.718750 Penalty: 4200.545898
	Iteration 26Q: 3 clusters Score -446010.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -446011.562500 Penalty: 4200.545898
	Iteration 27Q: 3 clusters Score -446011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -446016.656250 Penalty: 4200.545898
	Iteration 28Q: 3 clusters Score -446016.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -446020.125000 Penalty: 4200.545898
	Iteration 29Q: 3 clusters Score -446020.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -446024.500000 Penalty: 4200.545898
	Iteration 30Q: 3 clusters Score -446024.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -446026.500000 Penalty: 4200.545898
	Iteration 31Q: 3 clusters Score -446026.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -446029.906250 Penalty: 4200.545898
	Iteration 32Q: 3 clusters Score -446029.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -446031.906250 Penalty: 4200.545898
	Iteration 33Q: 3 clusters Score -446031.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -446034.312500 Penalty: 4200.545898
	Iteration 34Q: 3 clusters Score -446034.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -446035.062500 Penalty: 4200.545898
	Iteration 35Q: 3 clusters Score -446035.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -446038.718750 Penalty: 4200.545898
	Iteration 36Q: 3 clusters Score -446038.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -446041.093750 Penalty: 4200.545898
	Iteration 37Q: 3 clusters Score -446041.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -446043.906250 Penalty: 4200.545898
	Iteration 38Q: 3 clusters Score -446043.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -446046.875000 Penalty: 4200.545898
	Iteration 39Q: 3 clusters Score -446046.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -446047.437500 Penalty: 4200.545898
	Iteration 40F: 3 clusters Score -446047.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -446049.500000 Penalty: 4200.545898
	Iteration 41Q: 3 clusters Score -446049.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -446051.250000 Penalty: 4200.545898
	Iteration 42Q: 3 clusters Score -446051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -446053.343750 Penalty: 4200.545898
	Iteration 43Q: 3 clusters Score -446053.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -446055.375000 Penalty: 4200.545898
	Iteration 44Q: 3 clusters Score -446055.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -446057.875000 Penalty: 4200.545898
	Iteration 45Q: 3 clusters Score -446057.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -446060.093750 Penalty: 4200.545898
	Iteration 46Q: 3 clusters Score -446060.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -446064.250000 Penalty: 4200.545898
	Iteration 47Q: 3 clusters Score -446064.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -446069.187500 Penalty: 4200.545898
	Iteration 48Q: 3 clusters Score -446069.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -446074.906250 Penalty: 4200.545898
	Iteration 49Q: 3 clusters Score -446074.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -446079.250000 Penalty: 4200.545898
	Iteration 50Q: 3 clusters Score -446079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -446079.406250 Penalty: 4200.545898
	Iteration 51Q: 3 clusters Score -446079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -446079.406250 Penalty: 4200.545898
	Iteration 52F: 3 clusters Score -446079.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Entering Unmasked Estep 
Score: -1473690.875000 Penalty: 2393.379150
	Iteration 0F: 2 clusters Score -1473691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1462527.375000 Penalty: 4786.758301
	Iteration 0F: 3 clusters Score -1462527 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1466106.500000 Penalty: 4786.758301
	Iteration 1F: 3 clusters Score -1466106 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1466566.875000 Penalty: 4786.758301
	Iteration 2F: 3 clusters Score -1466567 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1466970.625000 Penalty: 4786.758301
	Iteration 3F: 3 clusters Score -1466971 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1467397.750000 Penalty: 4786.758301
	Iteration 4Q: 3 clusters Score -1467398 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1467869.375000 Penalty: 4786.758301
	Iteration 5F: 3 clusters Score -1467869 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1468439.375000 Penalty: 4786.758301
	Iteration 6F: 3 clusters Score -1468439 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1469087.250000 Penalty: 4786.758301
	Iteration 7F: 3 clusters Score -1469087 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1469748.500000 Penalty: 4786.758301
	Iteration 8F: 3 clusters Score -1469748 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1470219.000000 Penalty: 4786.758301
	Iteration 9F: 3 clusters Score -1470219 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1470516.500000 Penalty: 4786.758301
	Iteration 10Q: 3 clusters Score -1470516 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1470674.625000 Penalty: 4786.758301
	Iteration 11Q: 3 clusters Score -1470675 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1470775.375000 Penalty: 4786.758301
	Iteration 12Q: 3 clusters Score -1470775 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1470839.500000 Penalty: 4786.758301
	Iteration 13Q: 3 clusters Score -1470840 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1470900.375000 Penalty: 4786.758301
	Iteration 14Q: 3 clusters Score -1470900 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1470956.250000 Penalty: 4786.758301
	Iteration 15Q: 3 clusters Score -1470956 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1471025.375000 Penalty: 4786.758301
	Iteration 16Q: 3 clusters Score -1471025 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1471091.875000 Penalty: 4786.758301
	Iteration 17Q: 3 clusters Score -1471092 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1471152.500000 Penalty: 4786.758301
	Iteration 18Q: 3 clusters Score -1471152 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1471203.750000 Penalty: 4786.758301
	Iteration 19Q: 3 clusters Score -1471204 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1471281.125000 Penalty: 4786.758301
	Iteration 20F: 3 clusters Score -1471281 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1471354.250000 Penalty: 4786.758301
	Iteration 21Q: 3 clusters Score -1471354 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1471442.375000 Penalty: 4786.758301
	Iteration 22Q: 3 clusters Score -1471442 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1471530.375000 Penalty: 4786.758301
	Iteration 23Q: 3 clusters Score -1471530 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1471614.750000 Penalty: 4786.758301
	Iteration 24Q: 3 clusters Score -1471615 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1471715.000000 Penalty: 4786.758301
	Iteration 25Q: 3 clusters Score -1471715 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1471804.375000 Penalty: 4786.758301
	Iteration 26Q: 3 clusters Score -1471804 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1471873.500000 Penalty: 4786.758301
	Iteration 27Q: 3 clusters Score -1471874 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1471957.000000 Penalty: 4786.758301
	Iteration 28Q: 3 clusters Score -1471957 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1472043.000000 Penalty: 4786.758301
	Iteration 29Q: 3 clusters Score -1472043 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1472149.000000 Penalty: 4786.758301
	Iteration 30Q: 3 clusters Score -1472149 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1472235.875000 Penalty: 4786.758301
	Iteration 31Q: 3 clusters Score -1472236 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1472307.250000 Penalty: 4786.758301
	Iteration 32Q: 3 clusters Score -1472307 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1472383.125000 Penalty: 4786.758301
	Iteration 33Q: 3 clusters Score -1472383 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1472484.250000 Penalty: 4786.758301
	Iteration 34Q: 3 clusters Score -1472484 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1472574.875000 Penalty: 4786.758301
	Iteration 35Q: 3 clusters Score -1472575 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1472661.750000 Penalty: 4786.758301
	Iteration 36Q: 3 clusters Score -1472662 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1472747.375000 Penalty: 4786.758301
	Iteration 37Q: 3 clusters Score -1472747 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1472809.500000 Penalty: 4786.758301
	Iteration 38Q: 3 clusters Score -1472810 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1472873.750000 Penalty: 4786.758301
	Iteration 39Q: 3 clusters Score -1472874 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1472924.125000 Penalty: 4786.758301
	Iteration 40F: 3 clusters Score -1472924 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1472952.875000 Penalty: 4786.758301
	Iteration 41Q: 3 clusters Score -1472953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1472969.500000 Penalty: 4786.758301
	Iteration 42Q: 3 clusters Score -1472970 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1472978.875000 Penalty: 4786.758301
	Iteration 43Q: 3 clusters Score -1472979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1472993.250000 Penalty: 4786.758301
	Iteration 44Q: 3 clusters Score -1472993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1472995.750000 Penalty: 4786.758301
	Iteration 45Q: 3 clusters Score -1472996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1472996.875000 Penalty: 4786.758301
	Iteration 46Q: 3 clusters Score -1472997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1472999.375000 Penalty: 4786.758301
	Iteration 47Q: 3 clusters Score -1472999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1472996.000000 Penalty: 4786.758301
	Iteration 48Q: 3 clusters Score -1472996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1472997.500000 Penalty: 4786.758301
	Iteration 49Q: 3 clusters Score -1472998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1472996.375000 Penalty: 4786.758301
	Iteration 50Q: 3 clusters Score -1472996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1472996.375000 Penalty: 4786.758301
	Iteration 51F: 3 clusters Score -1472996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (227995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227995 members 
Entering Unmasked Estep 
Score: -22443816.000000 Penalty: 3059.595703
	Iteration 0F: 2 clusters Score -2.244382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114131 members 
Mstep: Class 2 contains 113864 members 
Entering Unmasked Estep 
Score: -22291294.000000 Penalty: 6119.191406
	Iteration 0F: 3 clusters Score -2.229129e+07 nChanged 109933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118414 members 
Mstep: Class 2 contains 109581 members 
Entering Unmasked Estep 
Score: -22356456.000000 Penalty: 6119.191406
	Iteration 1F: 3 clusters Score -2.235646e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121993 members 
Mstep: Class 2 contains 106002 members 
Entering Unmasked Estep 
Score: -22358644.000000 Penalty: 6119.191406
	Iteration 2Q: 3 clusters Score -2.235864e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127651 members 
Mstep: Class 2 contains 100344 members 
Entering Unmasked Estep 
Score: -22361944.000000 Penalty: 6119.191406
	Iteration 3Q: 3 clusters Score -2.236194e+07 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136174 members 
Mstep: Class 2 contains 91821 members 
Entering Unmasked Estep 
Score: -22367726.000000 Penalty: 6119.191406
	Iteration 4F: 3 clusters Score -2.236773e+07 nChanged 15112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147960 members 
Mstep: Class 2 contains 80035 members 
Entering Unmasked Estep 
Score: -22376732.000000 Penalty: 6119.191406
	Iteration 5F: 3 clusters Score -2.237673e+07 nChanged 17295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162475 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -22388528.000000 Penalty: 6119.191406
	Iteration 6F: 3 clusters Score -2.238853e+07 nChanged 17171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177680 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -22400688.000000 Penalty: 6119.191406
	Iteration 7F: 3 clusters Score -2.240069e+07 nChanged 14648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191426 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -22411310.000000 Penalty: 6119.191406
	Iteration 8F: 3 clusters Score -2.241131e+07 nChanged 11693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202929 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -22420144.000000 Penalty: 6119.191406
	Iteration 9F: 3 clusters Score -2.242014e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212215 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -22427808.000000 Penalty: 6119.191406
	Iteration 10Q: 3 clusters Score -2.242781e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219233 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -22433884.000000 Penalty: 6119.191406
	Iteration 11Q: 3 clusters Score -2.243388e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223586 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -22437772.000000 Penalty: 6119.191406
	Iteration 12Q: 3 clusters Score -2.243777e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225795 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -22439620.000000 Penalty: 6119.191406
	Iteration 13Q: 3 clusters Score -2.243962e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226736 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -22440368.000000 Penalty: 6119.191406
	Iteration 14Q: 3 clusters Score -2.244037e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227122 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -22440816.000000 Penalty: 6119.191406
	Iteration 15Q: 3 clusters Score -2.244082e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227281 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -22440992.000000 Penalty: 6119.191406
	Iteration 16Q: 3 clusters Score -2.244099e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227349 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -22441060.000000 Penalty: 6119.191406
	Iteration 17Q: 3 clusters Score -2.244106e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227400 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -22441132.000000 Penalty: 6119.191406
	Iteration 18Q: 3 clusters Score -2.244113e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227420 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -22441140.000000 Penalty: 6119.191406
	Iteration 19Q: 3 clusters Score -2.244114e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227438 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22441160.000000 Penalty: 6119.191406
	Iteration 20F: 3 clusters Score -2.244116e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227454 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -22441190.000000 Penalty: 6119.191406
	Iteration 21Q: 3 clusters Score -2.244119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227467 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -22441180.000000 Penalty: 6119.191406
	Iteration 22Q: 3 clusters Score -2.244118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227477 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -22441204.000000 Penalty: 6119.191406
	Iteration 23Q: 3 clusters Score -2.24412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227480 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -22441212.000000 Penalty: 6119.191406
	Iteration 24Q: 3 clusters Score -2.244121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227489 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -22441220.000000 Penalty: 6119.191406
	Iteration 25Q: 3 clusters Score -2.244122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227495 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -22441236.000000 Penalty: 6119.191406
	Iteration 26Q: 3 clusters Score -2.244124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227495 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -22441230.000000 Penalty: 6119.191406
	Iteration 27Q: 3 clusters Score -2.244123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227493 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -22441240.000000 Penalty: 6119.191406
	Iteration 28Q: 3 clusters Score -2.244124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227492 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -22441246.000000 Penalty: 6119.191406
	Iteration 29Q: 3 clusters Score -2.244125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227494 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -22441244.000000 Penalty: 6119.191406
	Iteration 30Q: 3 clusters Score -2.244124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227497 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -22441234.000000 Penalty: 6119.191406
	Iteration 31Q: 3 clusters Score -2.244123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227499 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -22441238.000000 Penalty: 6119.191406
	Iteration 32Q: 3 clusters Score -2.244124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227501 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22441240.000000 Penalty: 6119.191406
	Iteration 33Q: 3 clusters Score -2.244124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227502 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -22441244.000000 Penalty: 6119.191406
	Iteration 34Q: 3 clusters Score -2.244124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227501 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22441250.000000 Penalty: 6119.191406
	Iteration 35Q: 3 clusters Score -2.244125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227500 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -22441250.000000 Penalty: 6119.191406
	Iteration 36Q: 3 clusters Score -2.244125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227504 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -22441254.000000 Penalty: 6119.191406
	Iteration 37Q: 3 clusters Score -2.244125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227505 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -22441252.000000 Penalty: 6119.191406
	Iteration 38Q: 3 clusters Score -2.244125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227506 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -22441244.000000 Penalty: 6119.191406
	Iteration 39Q: 3 clusters Score -2.244124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227507 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -22441248.000000 Penalty: 6119.191406
	Iteration 40F: 3 clusters Score -2.244125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227509 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -22441250.000000 Penalty: 6119.191406
	Iteration 41Q: 3 clusters Score -2.244125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227508 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -22441244.000000 Penalty: 6119.191406
	Iteration 42Q: 3 clusters Score -2.244124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227508 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -22441244.000000 Penalty: 6119.191406
	Iteration 43F: 3 clusters Score -2.244124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Entering Unmasked Estep 
Score: -1200155.500000 Penalty: 2350.410645
	Iteration 0F: 2 clusters Score -1200156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1190547.500000 Penalty: 4700.821289
	Iteration 0F: 3 clusters Score -1190548 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1193521.375000 Penalty: 4700.821289
	Iteration 1F: 3 clusters Score -1193521 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1193960.500000 Penalty: 4700.821289
	Iteration 2F: 3 clusters Score -1193960 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1194350.125000 Penalty: 4700.821289
	Iteration 3F: 3 clusters Score -1194350 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1194705.375000 Penalty: 4700.821289
	Iteration 4F: 3 clusters Score -1194705 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1195138.750000 Penalty: 4700.821289
	Iteration 5F: 3 clusters Score -1195139 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1195591.500000 Penalty: 4700.821289
	Iteration 6F: 3 clusters Score -1195592 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1196141.875000 Penalty: 4700.821289
	Iteration 7F: 3 clusters Score -1196142 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1196861.750000 Penalty: 4700.821289
	Iteration 8F: 3 clusters Score -1196862 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1197748.500000 Penalty: 4700.821289
	Iteration 9F: 3 clusters Score -1197748 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1198663.500000 Penalty: 4700.821289
	Iteration 10F: 3 clusters Score -1198664 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1199368.875000 Penalty: 4700.821289
	Iteration 11Q: 3 clusters Score -1199369 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1199774.125000 Penalty: 4700.821289
	Iteration 12Q: 3 clusters Score -1199774 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1199917.875000 Penalty: 4700.821289
	Iteration 13Q: 3 clusters Score -1199918 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1199987.750000 Penalty: 4700.821289
	Iteration 14Q: 3 clusters Score -1199988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1200037.375000 Penalty: 4700.821289
	Iteration 15Q: 3 clusters Score -1200037 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1200060.125000 Penalty: 4700.821289
	Iteration 16Q: 3 clusters Score -1200060 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1200088.250000 Penalty: 4700.821289
	Iteration 17Q: 3 clusters Score -1200088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1200110.125000 Penalty: 4700.821289
	Iteration 18Q: 3 clusters Score -1200110 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1200140.875000 Penalty: 4700.821289
	Iteration 19Q: 3 clusters Score -1200141 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1200164.250000 Penalty: 4700.821289
	Iteration 20F: 3 clusters Score -1200164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1200190.250000 Penalty: 4700.821289
	Iteration 21Q: 3 clusters Score -1200190 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1200217.000000 Penalty: 4700.821289
	Iteration 22Q: 3 clusters Score -1200217 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1200231.875000 Penalty: 4700.821289
	Iteration 23Q: 3 clusters Score -1200232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1200256.375000 Penalty: 4700.821289
	Iteration 24Q: 3 clusters Score -1200256 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1200281.000000 Penalty: 4700.821289
	Iteration 25Q: 3 clusters Score -1200281 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1200314.375000 Penalty: 4700.821289
	Iteration 26Q: 3 clusters Score -1200314 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1200361.750000 Penalty: 4700.821289
	Iteration 27Q: 3 clusters Score -1200362 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1200422.875000 Penalty: 4700.821289
	Iteration 28Q: 3 clusters Score -1200423 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1200497.875000 Penalty: 4700.821289
	Iteration 29Q: 3 clusters Score -1200498 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1200586.250000 Penalty: 4700.821289
	Iteration 30Q: 3 clusters Score -1200586 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1200674.125000 Penalty: 4700.821289
	Iteration 31Q: 3 clusters Score -1200674 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1200749.000000 Penalty: 4700.821289
	Iteration 32Q: 3 clusters Score -1200749 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1200793.875000 Penalty: 4700.821289
	Iteration 33Q: 3 clusters Score -1200794 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1200853.000000 Penalty: 4700.821289
	Iteration 34Q: 3 clusters Score -1200853 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1200885.625000 Penalty: 4700.821289
	Iteration 35Q: 3 clusters Score -1200886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1200906.000000 Penalty: 4700.821289
	Iteration 36Q: 3 clusters Score -1200906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1200922.375000 Penalty: 4700.821289
	Iteration 37Q: 3 clusters Score -1200922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1200940.000000 Penalty: 4700.821289
	Iteration 38Q: 3 clusters Score -1200940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1200951.875000 Penalty: 4700.821289
	Iteration 39Q: 3 clusters Score -1200952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1201028.250000 Penalty: 4700.821289
	Iteration 40F: 3 clusters Score -1201028 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1201062.750000 Penalty: 4700.821289
	Iteration 41Q: 3 clusters Score -1201063 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1201075.500000 Penalty: 4700.821289
	Iteration 42Q: 3 clusters Score -1201076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1201081.875000 Penalty: 4700.821289
	Iteration 43Q: 3 clusters Score -1201082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1201089.375000 Penalty: 4700.821289
	Iteration 44Q: 3 clusters Score -1201089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1201088.625000 Penalty: 4700.821289
	Iteration 45Q: 3 clusters Score -1201089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1201088.625000 Penalty: 4700.821289
	Iteration 46Q: 3 clusters Score -1201089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1201089.375000 Penalty: 4700.821289
	Iteration 47Q: 3 clusters Score -1201089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1201091.625000 Penalty: 4700.821289
	Iteration 48Q: 3 clusters Score -1201092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1201090.125000 Penalty: 4700.821289
	Iteration 49Q: 3 clusters Score -1201090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1201089.875000 Penalty: 4700.821289
	Iteration 50Q: 3 clusters Score -1201090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1201086.875000 Penalty: 4700.821289
	Iteration 51Q: 3 clusters Score -1201087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1201089.125000 Penalty: 4700.821289
	Iteration 52Q: 3 clusters Score -1201089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1201088.875000 Penalty: 4700.821289
	Iteration 53Q: 3 clusters Score -1201089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1201089.750000 Penalty: 4700.821289
	Iteration 54Q: 3 clusters Score -1201090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1201090.125000 Penalty: 4700.821289
	Iteration 55Q: 3 clusters Score -1201090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1201090.375000 Penalty: 4700.821289
	Iteration 56Q: 3 clusters Score -1201090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1201092.125000 Penalty: 4700.821289
	Iteration 57Q: 3 clusters Score -1201092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1201093.000000 Penalty: 4700.821289
	Iteration 58Q: 3 clusters Score -1201093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1201093.250000 Penalty: 4700.821289
	Iteration 59Q: 3 clusters Score -1201093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1201093.375000 Penalty: 4700.821289
	Iteration 60F: 3 clusters Score -1201093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 22537 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 15151 members 
Mstep: Class 6 contains 101400 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 223689 members 
Mstep: Class 9 contains 97600 members 
Mstep: Class 10 contains 12303 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12879 members 
Mstep: Class 14 contains 306092 members 
Mstep: Class 15 contains 217721 members 
Mstep: Class 16 contains 11107 members 
Mstep: Class 17 contains 13111 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 6867 members 
Mstep: Class 20 contains 63271 members 
Mstep: Class 21 contains 127978 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 227995 members 
Mstep: Class 25 contains 5102 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16033 members 
Mstep: Class 28 contains 5335 members 
Mstep: Class 29 contains 11376 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16829 members 
Mstep: Class 32 contains 6866 members 
Mstep: Class 33 contains 16417 members 
Mstep: Class 34 contains 7960 members 
Entering Unmasked Estep 
Score: -157705072.000000 Penalty: 120826.726562
Splitting cluster 25 changes total score from -157705168.000000 to -157705072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (9726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Entering Unmasked Estep 
Score: -924172.062500 Penalty: 2277.274414
	Iteration 0F: 2 clusters Score -924172.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -916681.875000 Penalty: 4554.548828
	Iteration 0F: 3 clusters Score -916681.9 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -918997.812500 Penalty: 4554.548828
	Iteration 1F: 3 clusters Score -918997.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -919349.562500 Penalty: 4554.548828
	Iteration 2F: 3 clusters Score -919349.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -919632.812500 Penalty: 4554.548828
	Iteration 3F: 3 clusters Score -919632.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -919892.500000 Penalty: 4554.548828
	Iteration 4Q: 3 clusters Score -919892.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -920160.562500 Penalty: 4554.548828
	Iteration 5Q: 3 clusters Score -920160.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -920472.625000 Penalty: 4554.548828
	Iteration 6F: 3 clusters Score -920472.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -920825.562500 Penalty: 4554.548828
	Iteration 7F: 3 clusters Score -920825.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -921251.812500 Penalty: 4554.548828
	Iteration 8F: 3 clusters Score -921251.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -921744.437500 Penalty: 4554.548828
	Iteration 9F: 3 clusters Score -921744.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -922246.125000 Penalty: 4554.548828
	Iteration 10F: 3 clusters Score -922246.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -922621.312500 Penalty: 4554.548828
	Iteration 11Q: 3 clusters Score -922621.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -922872.062500 Penalty: 4554.548828
	Iteration 12Q: 3 clusters Score -922872.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -923027.937500 Penalty: 4554.548828
	Iteration 13Q: 3 clusters Score -923027.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -923119.437500 Penalty: 4554.548828
	Iteration 14Q: 3 clusters Score -923119.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -923199.187500 Penalty: 4554.548828
	Iteration 15Q: 3 clusters Score -923199.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -923253.000000 Penalty: 4554.548828
	Iteration 16Q: 3 clusters Score -923253 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -923292.437500 Penalty: 4554.548828
	Iteration 17Q: 3 clusters Score -923292.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -923332.437500 Penalty: 4554.548828
	Iteration 18Q: 3 clusters Score -923332.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -923374.562500 Penalty: 4554.548828
	Iteration 19Q: 3 clusters Score -923374.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -923413.437500 Penalty: 4554.548828
	Iteration 20F: 3 clusters Score -923413.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -923442.937500 Penalty: 4554.548828
	Iteration 21Q: 3 clusters Score -923442.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -923469.937500 Penalty: 4554.548828
	Iteration 22Q: 3 clusters Score -923469.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -923485.250000 Penalty: 4554.548828
	Iteration 23Q: 3 clusters Score -923485.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -923499.750000 Penalty: 4554.548828
	Iteration 24Q: 3 clusters Score -923499.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -923508.812500 Penalty: 4554.548828
	Iteration 25Q: 3 clusters Score -923508.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -923515.562500 Penalty: 4554.548828
	Iteration 26Q: 3 clusters Score -923515.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -923524.562500 Penalty: 4554.548828
	Iteration 27Q: 3 clusters Score -923524.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -923538.000000 Penalty: 4554.548828
	Iteration 28Q: 3 clusters Score -923538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -923548.625000 Penalty: 4554.548828
	Iteration 29Q: 3 clusters Score -923548.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -923556.437500 Penalty: 4554.548828
	Iteration 30Q: 3 clusters Score -923556.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -923567.437500 Penalty: 4554.548828
	Iteration 31Q: 3 clusters Score -923567.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -923573.937500 Penalty: 4554.548828
	Iteration 32Q: 3 clusters Score -923573.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -923578.562500 Penalty: 4554.548828
	Iteration 33Q: 3 clusters Score -923578.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -923582.625000 Penalty: 4554.548828
	Iteration 34Q: 3 clusters Score -923582.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -923587.812500 Penalty: 4554.548828
	Iteration 35Q: 3 clusters Score -923587.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -923589.375000 Penalty: 4554.548828
	Iteration 36Q: 3 clusters Score -923589.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -923592.375000 Penalty: 4554.548828
	Iteration 37Q: 3 clusters Score -923592.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -923590.437500 Penalty: 4554.548828
	Iteration 38Q: 3 clusters Score -923590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -923592.312500 Penalty: 4554.548828
	Iteration 39Q: 3 clusters Score -923592.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -923592.937500 Penalty: 4554.548828
	Iteration 40F: 3 clusters Score -923592.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Entering Unmasked Estep 
Score: -1461420.500000 Penalty: 2401.236328
	Iteration 0F: 2 clusters Score -1461420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1449941.625000 Penalty: 4802.472656
	Iteration 0F: 3 clusters Score -1449942 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1454029.875000 Penalty: 4802.472656
	Iteration 1F: 3 clusters Score -1454030 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1454695.875000 Penalty: 4802.472656
	Iteration 2F: 3 clusters Score -1454696 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1455333.000000 Penalty: 4802.472656
	Iteration 3F: 3 clusters Score -1455333 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1455951.750000 Penalty: 4802.472656
	Iteration 4F: 3 clusters Score -1455952 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1456587.875000 Penalty: 4802.472656
	Iteration 5F: 3 clusters Score -1456588 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1457185.250000 Penalty: 4802.472656
	Iteration 6F: 3 clusters Score -1457185 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1457725.000000 Penalty: 4802.472656
	Iteration 7Q: 3 clusters Score -1457725 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1458221.375000 Penalty: 4802.472656
	Iteration 8Q: 3 clusters Score -1458221 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1458571.875000 Penalty: 4802.472656
	Iteration 9Q: 3 clusters Score -1458572 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1458869.375000 Penalty: 4802.472656
	Iteration 10Q: 3 clusters Score -1458869 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1459091.625000 Penalty: 4802.472656
	Iteration 11Q: 3 clusters Score -1459092 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1459268.750000 Penalty: 4802.472656
	Iteration 12Q: 3 clusters Score -1459269 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1459397.625000 Penalty: 4802.472656
	Iteration 13Q: 3 clusters Score -1459398 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1459488.375000 Penalty: 4802.472656
	Iteration 14Q: 3 clusters Score -1459488 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1459555.375000 Penalty: 4802.472656
	Iteration 15Q: 3 clusters Score -1459555 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1459613.125000 Penalty: 4802.472656
	Iteration 16Q: 3 clusters Score -1459613 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1459666.375000 Penalty: 4802.472656
	Iteration 17Q: 3 clusters Score -1459666 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1459712.750000 Penalty: 4802.472656
	Iteration 18Q: 3 clusters Score -1459713 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1459749.250000 Penalty: 4802.472656
	Iteration 19Q: 3 clusters Score -1459749 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1459800.500000 Penalty: 4802.472656
	Iteration 20F: 3 clusters Score -1459800 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1459848.000000 Penalty: 4802.472656
	Iteration 21Q: 3 clusters Score -1459848 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1459893.000000 Penalty: 4802.472656
	Iteration 22Q: 3 clusters Score -1459893 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1459922.625000 Penalty: 4802.472656
	Iteration 23Q: 3 clusters Score -1459923 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1459952.375000 Penalty: 4802.472656
	Iteration 24Q: 3 clusters Score -1459952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1459986.750000 Penalty: 4802.472656
	Iteration 25Q: 3 clusters Score -1459987 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1460021.000000 Penalty: 4802.472656
	Iteration 26Q: 3 clusters Score -1460021 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1460050.000000 Penalty: 4802.472656
	Iteration 27Q: 3 clusters Score -1460050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1460087.125000 Penalty: 4802.472656
	Iteration 28Q: 3 clusters Score -1460087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1460111.750000 Penalty: 4802.472656
	Iteration 29Q: 3 clusters Score -1460112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1460131.500000 Penalty: 4802.472656
	Iteration 30Q: 3 clusters Score -1460132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1460148.875000 Penalty: 4802.472656
	Iteration 31Q: 3 clusters Score -1460149 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1460169.125000 Penalty: 4802.472656
	Iteration 32Q: 3 clusters Score -1460169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1460190.750000 Penalty: 4802.472656
	Iteration 33Q: 3 clusters Score -1460191 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1460210.500000 Penalty: 4802.472656
	Iteration 34Q: 3 clusters Score -1460210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1460221.625000 Penalty: 4802.472656
	Iteration 35Q: 3 clusters Score -1460222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1460226.750000 Penalty: 4802.472656
	Iteration 36Q: 3 clusters Score -1460227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1460234.000000 Penalty: 4802.472656
	Iteration 37Q: 3 clusters Score -1460234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1460241.375000 Penalty: 4802.472656
	Iteration 38Q: 3 clusters Score -1460241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1460243.750000 Penalty: 4802.472656
	Iteration 39Q: 3 clusters Score -1460244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1460245.500000 Penalty: 4802.472656
	Iteration 40F: 3 clusters Score -1460246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1460252.500000 Penalty: 4802.472656
	Iteration 41Q: 3 clusters Score -1460252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1460258.125000 Penalty: 4802.472656
	Iteration 42Q: 3 clusters Score -1460258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1460262.750000 Penalty: 4802.472656
	Iteration 43Q: 3 clusters Score -1460263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1460264.250000 Penalty: 4802.472656
	Iteration 44Q: 3 clusters Score -1460264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1460270.000000 Penalty: 4802.472656
	Iteration 45Q: 3 clusters Score -1460270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1460273.500000 Penalty: 4802.472656
	Iteration 46Q: 3 clusters Score -1460274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1460274.750000 Penalty: 4802.472656
	Iteration 47Q: 3 clusters Score -1460275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1460286.875000 Penalty: 4802.472656
	Iteration 48Q: 3 clusters Score -1460287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1460295.500000 Penalty: 4802.472656
	Iteration 49Q: 3 clusters Score -1460296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1460301.250000 Penalty: 4802.472656
	Iteration 50Q: 3 clusters Score -1460301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1460307.500000 Penalty: 4802.472656
	Iteration 51Q: 3 clusters Score -1460308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1460311.625000 Penalty: 4802.472656
	Iteration 52Q: 3 clusters Score -1460312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1460312.875000 Penalty: 4802.472656
	Iteration 53Q: 3 clusters Score -1460313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1460315.375000 Penalty: 4802.472656
	Iteration 54Q: 3 clusters Score -1460315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1460320.750000 Penalty: 4802.472656
	Iteration 55Q: 3 clusters Score -1460321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1460326.250000 Penalty: 4802.472656
	Iteration 56Q: 3 clusters Score -1460326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1460329.125000 Penalty: 4802.472656
	Iteration 57Q: 3 clusters Score -1460329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1460336.750000 Penalty: 4802.472656
	Iteration 58Q: 3 clusters Score -1460337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1460340.625000 Penalty: 4802.472656
	Iteration 59Q: 3 clusters Score -1460341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1460341.625000 Penalty: 4802.472656
	Iteration 60F: 3 clusters Score -1460342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1460342.750000 Penalty: 4802.472656
	Iteration 61Q: 3 clusters Score -1460343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1460343.875000 Penalty: 4802.472656
	Iteration 62Q: 3 clusters Score -1460344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1460345.500000 Penalty: 4802.472656
	Iteration 63Q: 3 clusters Score -1460346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1460347.500000 Penalty: 4802.472656
	Iteration 64Q: 3 clusters Score -1460348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1460348.000000 Penalty: 4802.472656
	Iteration 65Q: 3 clusters Score -1460348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1460349.625000 Penalty: 4802.472656
	Iteration 66Q: 3 clusters Score -1460350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1460351.000000 Penalty: 4802.472656
	Iteration 67Q: 3 clusters Score -1460351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1460349.750000 Penalty: 4802.472656
	Iteration 68Q: 3 clusters Score -1460350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1460349.625000 Penalty: 4802.472656
	Iteration 69Q: 3 clusters Score -1460350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1460352.750000 Penalty: 4802.472656
	Iteration 70Q: 3 clusters Score -1460353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1460352.875000 Penalty: 4802.472656
	Iteration 71Q: 3 clusters Score -1460353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1460357.250000 Penalty: 4802.472656
	Iteration 72Q: 3 clusters Score -1460357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1460356.875000 Penalty: 4802.472656
	Iteration 73Q: 3 clusters Score -1460357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1460355.250000 Penalty: 4802.472656
	Iteration 74Q: 3 clusters Score -1460355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1460355.250000 Penalty: 4802.472656
	Iteration 75F: 3 clusters Score -1460355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Entering Unmasked Estep 
Score: -491627.250000 Penalty: 2128.347168
	Iteration 0F: 2 clusters Score -491627.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -486899.968750 Penalty: 4256.694336
	Iteration 0F: 3 clusters Score -486900 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -488013.062500 Penalty: 4256.694336
	Iteration 1F: 3 clusters Score -488013.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -488232.125000 Penalty: 4256.694336
	Iteration 2F: 3 clusters Score -488232.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -488364.156250 Penalty: 4256.694336
	Iteration 3Q: 3 clusters Score -488364.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -488461.750000 Penalty: 4256.694336
	Iteration 4Q: 3 clusters Score -488461.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -488546.687500 Penalty: 4256.694336
	Iteration 5Q: 3 clusters Score -488546.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -488619.812500 Penalty: 4256.694336
	Iteration 6Q: 3 clusters Score -488619.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -488701.937500 Penalty: 4256.694336
	Iteration 7Q: 3 clusters Score -488701.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -488789.500000 Penalty: 4256.694336
	Iteration 8Q: 3 clusters Score -488789.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -488875.781250 Penalty: 4256.694336
	Iteration 9Q: 3 clusters Score -488875.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -488951.906250 Penalty: 4256.694336
	Iteration 10Q: 3 clusters Score -488951.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -489037.687500 Penalty: 4256.694336
	Iteration 11Q: 3 clusters Score -489037.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -489146.812500 Penalty: 4256.694336
	Iteration 12Q: 3 clusters Score -489146.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -489229.812500 Penalty: 4256.694336
	Iteration 13Q: 3 clusters Score -489229.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -489302.031250 Penalty: 4256.694336
	Iteration 14Q: 3 clusters Score -489302 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -489366.531250 Penalty: 4256.694336
	Iteration 15Q: 3 clusters Score -489366.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -489419.406250 Penalty: 4256.694336
	Iteration 16Q: 3 clusters Score -489419.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -489464.687500 Penalty: 4256.694336
	Iteration 17Q: 3 clusters Score -489464.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -489507.250000 Penalty: 4256.694336
	Iteration 18Q: 3 clusters Score -489507.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -489549.875000 Penalty: 4256.694336
	Iteration 19Q: 3 clusters Score -489549.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -489586.343750 Penalty: 4256.694336
	Iteration 20F: 3 clusters Score -489586.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -489623.281250 Penalty: 4256.694336
	Iteration 21Q: 3 clusters Score -489623.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -489657.406250 Penalty: 4256.694336
	Iteration 22Q: 3 clusters Score -489657.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -489691.375000 Penalty: 4256.694336
	Iteration 23Q: 3 clusters Score -489691.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -489723.906250 Penalty: 4256.694336
	Iteration 24Q: 3 clusters Score -489723.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -489752.093750 Penalty: 4256.694336
	Iteration 25Q: 3 clusters Score -489752.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -489785.125000 Penalty: 4256.694336
	Iteration 26Q: 3 clusters Score -489785.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -489820.593750 Penalty: 4256.694336
	Iteration 27Q: 3 clusters Score -489820.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -489866.406250 Penalty: 4256.694336
	Iteration 28Q: 3 clusters Score -489866.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -489898.812500 Penalty: 4256.694336
	Iteration 29Q: 3 clusters Score -489898.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -489925.656250 Penalty: 4256.694336
	Iteration 30Q: 3 clusters Score -489925.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -489957.000000 Penalty: 4256.694336
	Iteration 31Q: 3 clusters Score -489957 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -489989.156250 Penalty: 4256.694336
	Iteration 32Q: 3 clusters Score -489989.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -490019.343750 Penalty: 4256.694336
	Iteration 33Q: 3 clusters Score -490019.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -490044.937500 Penalty: 4256.694336
	Iteration 34Q: 3 clusters Score -490044.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -490062.343750 Penalty: 4256.694336
	Iteration 35Q: 3 clusters Score -490062.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -490085.593750 Penalty: 4256.694336
	Iteration 36Q: 3 clusters Score -490085.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -490109.968750 Penalty: 4256.694336
	Iteration 37Q: 3 clusters Score -490110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -490132.125000 Penalty: 4256.694336
	Iteration 38Q: 3 clusters Score -490132.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -490148.156250 Penalty: 4256.694336
	Iteration 39Q: 3 clusters Score -490148.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -490160.125000 Penalty: 4256.694336
	Iteration 40F: 3 clusters Score -490160.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -490170.593750 Penalty: 4256.694336
	Iteration 41Q: 3 clusters Score -490170.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -490185.500000 Penalty: 4256.694336
	Iteration 42Q: 3 clusters Score -490185.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -490201.062500 Penalty: 4256.694336
	Iteration 43Q: 3 clusters Score -490201.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -490221.843750 Penalty: 4256.694336
	Iteration 44Q: 3 clusters Score -490221.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -490242.500000 Penalty: 4256.694336
	Iteration 45Q: 3 clusters Score -490242.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -490262.062500 Penalty: 4256.694336
	Iteration 46Q: 3 clusters Score -490262.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -490282.000000 Penalty: 4256.694336
	Iteration 47Q: 3 clusters Score -490282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -490304.968750 Penalty: 4256.694336
	Iteration 48Q: 3 clusters Score -490305 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -490335.531250 Penalty: 4256.694336
	Iteration 49Q: 3 clusters Score -490335.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -490366.406250 Penalty: 4256.694336
	Iteration 50Q: 3 clusters Score -490366.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -490400.156250 Penalty: 4256.694336
	Iteration 51Q: 3 clusters Score -490400.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -490430.812500 Penalty: 4256.694336
	Iteration 52Q: 3 clusters Score -490430.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -490455.031250 Penalty: 4256.694336
	Iteration 53Q: 3 clusters Score -490455 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -490481.781250 Penalty: 4256.694336
	Iteration 54Q: 3 clusters Score -490481.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -490510.250000 Penalty: 4256.694336
	Iteration 55Q: 3 clusters Score -490510.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -490542.093750 Penalty: 4256.694336
	Iteration 56Q: 3 clusters Score -490542.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -490581.687500 Penalty: 4256.694336
	Iteration 57Q: 3 clusters Score -490581.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -490620.312500 Penalty: 4256.694336
	Iteration 58Q: 3 clusters Score -490620.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -490656.562500 Penalty: 4256.694336
	Iteration 59Q: 3 clusters Score -490656.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -490677.375000 Penalty: 4256.694336
	Iteration 60F: 3 clusters Score -490677.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -490693.468750 Penalty: 4256.694336
	Iteration 61Q: 3 clusters Score -490693.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -490718.750000 Penalty: 4256.694336
	Iteration 62Q: 3 clusters Score -490718.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -490743.562500 Penalty: 4256.694336
	Iteration 63Q: 3 clusters Score -490743.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -490763.406250 Penalty: 4256.694336
	Iteration 64Q: 3 clusters Score -490763.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -490783.750000 Penalty: 4256.694336
	Iteration 65Q: 3 clusters Score -490783.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -490793.156250 Penalty: 4256.694336
	Iteration 66Q: 3 clusters Score -490793.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -490806.218750 Penalty: 4256.694336
	Iteration 67Q: 3 clusters Score -490806.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -490815.250000 Penalty: 4256.694336
	Iteration 68Q: 3 clusters Score -490815.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -490823.406250 Penalty: 4256.694336
	Iteration 69Q: 3 clusters Score -490823.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -490827.437500 Penalty: 4256.694336
	Iteration 70Q: 3 clusters Score -490827.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -490837.625000 Penalty: 4256.694336
	Iteration 71Q: 3 clusters Score -490837.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -490845.687500 Penalty: 4256.694336
	Iteration 72Q: 3 clusters Score -490845.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -490850.937500 Penalty: 4256.694336
	Iteration 73Q: 3 clusters Score -490850.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -490856.562500 Penalty: 4256.694336
	Iteration 74Q: 3 clusters Score -490856.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -490865.750000 Penalty: 4256.694336
	Iteration 75Q: 3 clusters Score -490865.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -490869.968750 Penalty: 4256.694336
	Iteration 76Q: 3 clusters Score -490870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -490871.843750 Penalty: 4256.694336
	Iteration 77Q: 3 clusters Score -490871.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -490874.781250 Penalty: 4256.694336
	Iteration 78Q: 3 clusters Score -490874.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -490876.781250 Penalty: 4256.694336
	Iteration 79Q: 3 clusters Score -490876.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -490880.000000 Penalty: 4256.694336
	Iteration 80F: 3 clusters Score -490880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -490881.781250 Penalty: 4256.694336
	Iteration 81Q: 3 clusters Score -490881.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -490881.781250 Penalty: 4256.694336
	Iteration 82F: 3 clusters Score -490881.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Entering Unmasked Estep 
Score: -1071386.375000 Penalty: 2316.136719
	Iteration 0F: 2 clusters Score -1071386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1062827.625000 Penalty: 4632.273438
	Iteration 0F: 3 clusters Score -1062828 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1065444.875000 Penalty: 4632.273438
	Iteration 1F: 3 clusters Score -1065445 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1065811.625000 Penalty: 4632.273438
	Iteration 2F: 3 clusters Score -1065812 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1066073.750000 Penalty: 4632.273438
	Iteration 3F: 3 clusters Score -1066074 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1066300.625000 Penalty: 4632.273438
	Iteration 4Q: 3 clusters Score -1066301 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1066502.000000 Penalty: 4632.273438
	Iteration 5Q: 3 clusters Score -1066502 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1066718.000000 Penalty: 4632.273438
	Iteration 6Q: 3 clusters Score -1066718 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1066936.625000 Penalty: 4632.273438
	Iteration 7Q: 3 clusters Score -1066937 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1067209.750000 Penalty: 4632.273438
	Iteration 8Q: 3 clusters Score -1067210 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1067467.625000 Penalty: 4632.273438
	Iteration 9Q: 3 clusters Score -1067468 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1067716.125000 Penalty: 4632.273438
	Iteration 10Q: 3 clusters Score -1067716 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1068031.125000 Penalty: 4632.273438
	Iteration 11Q: 3 clusters Score -1068031 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1068401.125000 Penalty: 4632.273438
	Iteration 12Q: 3 clusters Score -1068401 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1068782.625000 Penalty: 4632.273438
	Iteration 13Q: 3 clusters Score -1068783 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1069121.625000 Penalty: 4632.273438
	Iteration 14Q: 3 clusters Score -1069122 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1069409.250000 Penalty: 4632.273438
	Iteration 15Q: 3 clusters Score -1069409 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1069645.375000 Penalty: 4632.273438
	Iteration 16Q: 3 clusters Score -1069645 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1069821.000000 Penalty: 4632.273438
	Iteration 17Q: 3 clusters Score -1069821 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1069936.125000 Penalty: 4632.273438
	Iteration 18Q: 3 clusters Score -1069936 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1070026.000000 Penalty: 4632.273438
	Iteration 19Q: 3 clusters Score -1070026 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1070127.500000 Penalty: 4632.273438
	Iteration 20F: 3 clusters Score -1070128 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1070247.500000 Penalty: 4632.273438
	Iteration 21Q: 3 clusters Score -1070248 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1070392.750000 Penalty: 4632.273438
	Iteration 22Q: 3 clusters Score -1070393 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1070510.375000 Penalty: 4632.273438
	Iteration 23Q: 3 clusters Score -1070510 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1070599.625000 Penalty: 4632.273438
	Iteration 24Q: 3 clusters Score -1070600 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1070676.500000 Penalty: 4632.273438
	Iteration 25Q: 3 clusters Score -1070676 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1070735.625000 Penalty: 4632.273438
	Iteration 26Q: 3 clusters Score -1070736 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1070785.625000 Penalty: 4632.273438
	Iteration 27Q: 3 clusters Score -1070786 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1070827.375000 Penalty: 4632.273438
	Iteration 28Q: 3 clusters Score -1070827 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1070856.875000 Penalty: 4632.273438
	Iteration 29Q: 3 clusters Score -1070857 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1070874.250000 Penalty: 4632.273438
	Iteration 30Q: 3 clusters Score -1070874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1070883.750000 Penalty: 4632.273438
	Iteration 31Q: 3 clusters Score -1070884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1070888.875000 Penalty: 4632.273438
	Iteration 32Q: 3 clusters Score -1070889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1070892.375000 Penalty: 4632.273438
	Iteration 33Q: 3 clusters Score -1070892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1070891.000000 Penalty: 4632.273438
	Iteration 34Q: 3 clusters Score -1070891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1070895.000000 Penalty: 4632.273438
	Iteration 35Q: 3 clusters Score -1070895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1070899.125000 Penalty: 4632.273438
	Iteration 36Q: 3 clusters Score -1070899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1070902.875000 Penalty: 4632.273438
	Iteration 37Q: 3 clusters Score -1070903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1070905.625000 Penalty: 4632.273438
	Iteration 38Q: 3 clusters Score -1070906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1070906.250000 Penalty: 4632.273438
	Iteration 39Q: 3 clusters Score -1070906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1070910.500000 Penalty: 4632.273438
	Iteration 40F: 3 clusters Score -1070910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1070913.000000 Penalty: 4632.273438
	Iteration 41Q: 3 clusters Score -1070913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1070915.000000 Penalty: 4632.273438
	Iteration 42Q: 3 clusters Score -1070915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1070915.000000 Penalty: 4632.273438
	Iteration 43Q: 3 clusters Score -1070915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1070918.750000 Penalty: 4632.273438
	Iteration 44Q: 3 clusters Score -1070919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1070918.625000 Penalty: 4632.273438
	Iteration 45Q: 3 clusters Score -1070919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1070917.875000 Penalty: 4632.273438
	Iteration 46Q: 3 clusters Score -1070918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1070920.500000 Penalty: 4632.273438
	Iteration 47Q: 3 clusters Score -1070920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1070923.250000 Penalty: 4632.273438
	Iteration 48Q: 3 clusters Score -1070923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1070923.500000 Penalty: 4632.273438
	Iteration 49Q: 3 clusters Score -1070924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1070923.625000 Penalty: 4632.273438
	Iteration 50Q: 3 clusters Score -1070924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1070922.250000 Penalty: 4632.273438
	Iteration 51Q: 3 clusters Score -1070922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1070922.250000 Penalty: 4632.273438
	Iteration 52F: 3 clusters Score -1070922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Entering Unmasked Estep 
Score: -664204.625000 Penalty: 2201.452148
	Iteration 0F: 2 clusters Score -664204.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -658272.875000 Penalty: 4402.904297
	Iteration 0F: 3 clusters Score -658272.9 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -659889.250000 Penalty: 4402.904297
	Iteration 1F: 3 clusters Score -659889.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -660139.375000 Penalty: 4402.904297
	Iteration 2F: 3 clusters Score -660139.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -660377.437500 Penalty: 4402.904297
	Iteration 3F: 3 clusters Score -660377.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -660618.500000 Penalty: 4402.904297
	Iteration 4Q: 3 clusters Score -660618.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -660824.937500 Penalty: 4402.904297
	Iteration 5Q: 3 clusters Score -660824.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -660995.562500 Penalty: 4402.904297
	Iteration 6Q: 3 clusters Score -660995.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -661196.000000 Penalty: 4402.904297
	Iteration 7Q: 3 clusters Score -661196 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -661374.875000 Penalty: 4402.904297
	Iteration 8Q: 3 clusters Score -661374.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -661569.812500 Penalty: 4402.904297
	Iteration 9Q: 3 clusters Score -661569.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -661783.687500 Penalty: 4402.904297
	Iteration 10Q: 3 clusters Score -661783.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -662008.437500 Penalty: 4402.904297
	Iteration 11Q: 3 clusters Score -662008.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -662214.000000 Penalty: 4402.904297
	Iteration 12Q: 3 clusters Score -662214 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -662443.062500 Penalty: 4402.904297
	Iteration 13Q: 3 clusters Score -662443.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -662664.875000 Penalty: 4402.904297
	Iteration 14Q: 3 clusters Score -662664.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -662844.000000 Penalty: 4402.904297
	Iteration 15Q: 3 clusters Score -662844 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -663001.625000 Penalty: 4402.904297
	Iteration 16Q: 3 clusters Score -663001.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -663153.750000 Penalty: 4402.904297
	Iteration 17Q: 3 clusters Score -663153.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -663303.937500 Penalty: 4402.904297
	Iteration 18Q: 3 clusters Score -663303.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -663431.875000 Penalty: 4402.904297
	Iteration 19Q: 3 clusters Score -663431.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -663518.437500 Penalty: 4402.904297
	Iteration 20F: 3 clusters Score -663518.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -663561.312500 Penalty: 4402.904297
	Iteration 21Q: 3 clusters Score -663561.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -663580.500000 Penalty: 4402.904297
	Iteration 22Q: 3 clusters Score -663580.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -663593.437500 Penalty: 4402.904297
	Iteration 23Q: 3 clusters Score -663593.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -663602.625000 Penalty: 4402.904297
	Iteration 24Q: 3 clusters Score -663602.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -663611.562500 Penalty: 4402.904297
	Iteration 25Q: 3 clusters Score -663611.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -663620.000000 Penalty: 4402.904297
	Iteration 26Q: 3 clusters Score -663620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -663625.500000 Penalty: 4402.904297
	Iteration 27Q: 3 clusters Score -663625.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -663628.375000 Penalty: 4402.904297
	Iteration 28Q: 3 clusters Score -663628.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -663628.812500 Penalty: 4402.904297
	Iteration 29Q: 3 clusters Score -663628.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -663631.875000 Penalty: 4402.904297
	Iteration 30Q: 3 clusters Score -663631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -663633.500000 Penalty: 4402.904297
	Iteration 31Q: 3 clusters Score -663633.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -663632.812500 Penalty: 4402.904297
	Iteration 32Q: 3 clusters Score -663632.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -663633.437500 Penalty: 4402.904297
	Iteration 33Q: 3 clusters Score -663633.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -663632.500000 Penalty: 4402.904297
	Iteration 34Q: 3 clusters Score -663632.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -663632.500000 Penalty: 4402.904297
	Iteration 35F: 3 clusters Score -663632.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (16829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Entering Unmasked Estep 
Score: -1565202.125000 Penalty: 2413.252930
	Iteration 0F: 2 clusters Score -1565202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1553155.875000 Penalty: 4826.505859
	Iteration 0F: 3 clusters Score -1553156 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1557220.875000 Penalty: 4826.505859
	Iteration 1F: 3 clusters Score -1557221 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1557763.875000 Penalty: 4826.505859
	Iteration 2F: 3 clusters Score -1557764 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1558258.500000 Penalty: 4826.505859
	Iteration 3F: 3 clusters Score -1558258 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1558795.000000 Penalty: 4826.505859
	Iteration 4F: 3 clusters Score -1558795 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1559397.125000 Penalty: 4826.505859
	Iteration 5F: 3 clusters Score -1559397 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1560103.375000 Penalty: 4826.505859
	Iteration 6F: 3 clusters Score -1560103 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1560837.125000 Penalty: 4826.505859
	Iteration 7F: 3 clusters Score -1560837 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1561463.875000 Penalty: 4826.505859
	Iteration 8Q: 3 clusters Score -1561464 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1562019.500000 Penalty: 4826.505859
	Iteration 9Q: 3 clusters Score -1562020 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1562430.000000 Penalty: 4826.505859
	Iteration 10Q: 3 clusters Score -1562430 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1562734.625000 Penalty: 4826.505859
	Iteration 11Q: 3 clusters Score -1562735 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1562906.375000 Penalty: 4826.505859
	Iteration 12Q: 3 clusters Score -1562906 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1563011.000000 Penalty: 4826.505859
	Iteration 13Q: 3 clusters Score -1563011 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1563084.500000 Penalty: 4826.505859
	Iteration 14Q: 3 clusters Score -1563084 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1563149.125000 Penalty: 4826.505859
	Iteration 15Q: 3 clusters Score -1563149 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1563173.500000 Penalty: 4826.505859
	Iteration 16Q: 3 clusters Score -1563174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -1563194.625000 Penalty: 4826.505859
	Iteration 17Q: 3 clusters Score -1563195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1563202.250000 Penalty: 4826.505859
	Iteration 18Q: 3 clusters Score -1563202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -1563212.375000 Penalty: 4826.505859
	Iteration 19Q: 3 clusters Score -1563212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1563217.875000 Penalty: 4826.505859
	Iteration 20F: 3 clusters Score -1563218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1563223.250000 Penalty: 4826.505859
	Iteration 21Q: 3 clusters Score -1563223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -1563227.375000 Penalty: 4826.505859
	Iteration 22Q: 3 clusters Score -1563227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1563236.875000 Penalty: 4826.505859
	Iteration 23Q: 3 clusters Score -1563237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1563239.125000 Penalty: 4826.505859
	Iteration 24Q: 3 clusters Score -1563239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1563241.500000 Penalty: 4826.505859
	Iteration 25Q: 3 clusters Score -1563242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -1563243.875000 Penalty: 4826.505859
	Iteration 26Q: 3 clusters Score -1563244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -1563249.250000 Penalty: 4826.505859
	Iteration 27Q: 3 clusters Score -1563249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1563253.750000 Penalty: 4826.505859
	Iteration 28Q: 3 clusters Score -1563254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1563257.625000 Penalty: 4826.505859
	Iteration 29Q: 3 clusters Score -1563258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -1563261.875000 Penalty: 4826.505859
	Iteration 30Q: 3 clusters Score -1563262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1563266.250000 Penalty: 4826.505859
	Iteration 31Q: 3 clusters Score -1563266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1563268.625000 Penalty: 4826.505859
	Iteration 32Q: 3 clusters Score -1563269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1563271.625000 Penalty: 4826.505859
	Iteration 33Q: 3 clusters Score -1563272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1563278.000000 Penalty: 4826.505859
	Iteration 34Q: 3 clusters Score -1563278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -1563287.125000 Penalty: 4826.505859
	Iteration 35Q: 3 clusters Score -1563287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -1563293.875000 Penalty: 4826.505859
	Iteration 36Q: 3 clusters Score -1563294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1563296.375000 Penalty: 4826.505859
	Iteration 37Q: 3 clusters Score -1563296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1563299.375000 Penalty: 4826.505859
	Iteration 38Q: 3 clusters Score -1563299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1563302.500000 Penalty: 4826.505859
	Iteration 39Q: 3 clusters Score -1563302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1563302.750000 Penalty: 4826.505859
	Iteration 40F: 3 clusters Score -1563303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Entering Unmasked Estep 
Score: -604296.437500 Penalty: 2190.915527
	Iteration 0F: 2 clusters Score -604296.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -598683.437500 Penalty: 4381.831055
	Iteration 0F: 3 clusters Score -598683.4 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -600413.937500 Penalty: 4381.831055
	Iteration 1F: 3 clusters Score -600413.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -601127.250000 Penalty: 4381.831055
	Iteration 2F: 3 clusters Score -601127.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -601912.312500 Penalty: 4381.831055
	Iteration 3F: 3 clusters Score -601912.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -602511.625000 Penalty: 4381.831055
	Iteration 4F: 3 clusters Score -602511.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -603010.750000 Penalty: 4381.831055
	Iteration 5F: 3 clusters Score -603010.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -603350.625000 Penalty: 4381.831055
	Iteration 6F: 3 clusters Score -603350.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -603563.437500 Penalty: 4381.831055
	Iteration 7Q: 3 clusters Score -603563.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -603715.937500 Penalty: 4381.831055
	Iteration 8Q: 3 clusters Score -603715.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -603821.312500 Penalty: 4381.831055
	Iteration 9Q: 3 clusters Score -603821.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -603877.375000 Penalty: 4381.831055
	Iteration 10Q: 3 clusters Score -603877.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -603909.125000 Penalty: 4381.831055
	Iteration 11Q: 3 clusters Score -603909.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -603934.250000 Penalty: 4381.831055
	Iteration 12Q: 3 clusters Score -603934.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -603952.062500 Penalty: 4381.831055
	Iteration 13Q: 3 clusters Score -603952.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -603974.875000 Penalty: 4381.831055
	Iteration 14Q: 3 clusters Score -603974.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -604002.125000 Penalty: 4381.831055
	Iteration 15Q: 3 clusters Score -604002.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -604055.187500 Penalty: 4381.831055
	Iteration 16Q: 3 clusters Score -604055.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -604136.812500 Penalty: 4381.831055
	Iteration 17Q: 3 clusters Score -604136.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -604207.125000 Penalty: 4381.831055
	Iteration 18Q: 3 clusters Score -604207.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -604250.250000 Penalty: 4381.831055
	Iteration 19Q: 3 clusters Score -604250.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -604271.687500 Penalty: 4381.831055
	Iteration 20F: 3 clusters Score -604271.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -604285.687500 Penalty: 4381.831055
	Iteration 21Q: 3 clusters Score -604285.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -604294.875000 Penalty: 4381.831055
	Iteration 22Q: 3 clusters Score -604294.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -604300.125000 Penalty: 4381.831055
	Iteration 23Q: 3 clusters Score -604300.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -604308.000000 Penalty: 4381.831055
	Iteration 24Q: 3 clusters Score -604308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -604314.812500 Penalty: 4381.831055
	Iteration 25Q: 3 clusters Score -604314.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -604316.000000 Penalty: 4381.831055
	Iteration 26Q: 3 clusters Score -604316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -604318.062500 Penalty: 4381.831055
	Iteration 27Q: 3 clusters Score -604318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -604317.812500 Penalty: 4381.831055
	Iteration 28Q: 3 clusters Score -604317.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -604319.500000 Penalty: 4381.831055
	Iteration 29Q: 3 clusters Score -604319.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -604321.562500 Penalty: 4381.831055
	Iteration 30Q: 3 clusters Score -604321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -604320.750000 Penalty: 4381.831055
	Iteration 31Q: 3 clusters Score -604320.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -604321.000000 Penalty: 4381.831055
	Iteration 32Q: 3 clusters Score -604321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -604321.000000 Penalty: 4381.831055
	Iteration 33F: 3 clusters Score -604321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 22537 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 15151 members 
Mstep: Class 6 contains 101400 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 223689 members 
Mstep: Class 9 contains 97600 members 
Mstep: Class 10 contains 12303 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12879 members 
Mstep: Class 14 contains 306092 members 
Mstep: Class 15 contains 217721 members 
Mstep: Class 16 contains 11107 members 
Mstep: Class 17 contains 13111 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 6867 members 
Mstep: Class 20 contains 63271 members 
Mstep: Class 21 contains 127978 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 227995 members 
Mstep: Class 25 contains 13062 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16033 members 
Mstep: Class 28 contains 5335 members 
Mstep: Class 29 contains 11376 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16829 members 
Mstep: Class 32 contains 3775 members 
Mstep: Class 33 contains 16417 members 
Mstep: Class 34 contains 3091 members 
Entering Unmasked Estep 
Score: -157704272.000000 Penalty: 120826.726562
Splitting cluster 32 changes total score from -157705168.000000 to -157704272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (16417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Entering Unmasked Estep 
Score: -1529510.000000 Penalty: 2407.105957
	Iteration 0F: 2 clusters Score -1529510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1517747.125000 Penalty: 4814.211914
	Iteration 0F: 3 clusters Score -1517747 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1521628.000000 Penalty: 4814.211914
	Iteration 1F: 3 clusters Score -1521628 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1522100.875000 Penalty: 4814.211914
	Iteration 2F: 3 clusters Score -1522101 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1522531.125000 Penalty: 4814.211914
	Iteration 3F: 3 clusters Score -1522531 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1522992.875000 Penalty: 4814.211914
	Iteration 4F: 3 clusters Score -1522993 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1523521.250000 Penalty: 4814.211914
	Iteration 5F: 3 clusters Score -1523521 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1524136.500000 Penalty: 4814.211914
	Iteration 6F: 3 clusters Score -1524136 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1524895.000000 Penalty: 4814.211914
	Iteration 7F: 3 clusters Score -1524895 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1525811.375000 Penalty: 4814.211914
	Iteration 8F: 3 clusters Score -1525811 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1526778.625000 Penalty: 4814.211914
	Iteration 9F: 3 clusters Score -1526779 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1527611.250000 Penalty: 4814.211914
	Iteration 10Q: 3 clusters Score -1527611 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1528068.750000 Penalty: 4814.211914
	Iteration 11Q: 3 clusters Score -1528069 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1528385.750000 Penalty: 4814.211914
	Iteration 12Q: 3 clusters Score -1528386 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1528628.750000 Penalty: 4814.211914
	Iteration 13Q: 3 clusters Score -1528629 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1528836.875000 Penalty: 4814.211914
	Iteration 14Q: 3 clusters Score -1528837 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1528982.875000 Penalty: 4814.211914
	Iteration 15Q: 3 clusters Score -1528983 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1529068.500000 Penalty: 4814.211914
	Iteration 16Q: 3 clusters Score -1529068 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1529125.000000 Penalty: 4814.211914
	Iteration 17Q: 3 clusters Score -1529125 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1529172.000000 Penalty: 4814.211914
	Iteration 18Q: 3 clusters Score -1529172 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1529207.750000 Penalty: 4814.211914
	Iteration 19Q: 3 clusters Score -1529208 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1529236.375000 Penalty: 4814.211914
	Iteration 20F: 3 clusters Score -1529236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1529251.625000 Penalty: 4814.211914
	Iteration 21Q: 3 clusters Score -1529252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1529270.625000 Penalty: 4814.211914
	Iteration 22Q: 3 clusters Score -1529271 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1529298.000000 Penalty: 4814.211914
	Iteration 23Q: 3 clusters Score -1529298 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1529327.500000 Penalty: 4814.211914
	Iteration 24Q: 3 clusters Score -1529328 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1529376.375000 Penalty: 4814.211914
	Iteration 25Q: 3 clusters Score -1529376 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1529414.875000 Penalty: 4814.211914
	Iteration 26Q: 3 clusters Score -1529415 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1529463.000000 Penalty: 4814.211914
	Iteration 27Q: 3 clusters Score -1529463 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1529528.000000 Penalty: 4814.211914
	Iteration 28Q: 3 clusters Score -1529528 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1529592.125000 Penalty: 4814.211914
	Iteration 29Q: 3 clusters Score -1529592 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1529668.750000 Penalty: 4814.211914
	Iteration 30Q: 3 clusters Score -1529669 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1529719.625000 Penalty: 4814.211914
	Iteration 31Q: 3 clusters Score -1529720 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1529755.250000 Penalty: 4814.211914
	Iteration 32Q: 3 clusters Score -1529755 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1529791.875000 Penalty: 4814.211914
	Iteration 33Q: 3 clusters Score -1529792 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1529830.500000 Penalty: 4814.211914
	Iteration 34Q: 3 clusters Score -1529830 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1529863.875000 Penalty: 4814.211914
	Iteration 35Q: 3 clusters Score -1529864 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1529904.500000 Penalty: 4814.211914
	Iteration 36Q: 3 clusters Score -1529904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1529929.500000 Penalty: 4814.211914
	Iteration 37Q: 3 clusters Score -1529930 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1529949.875000 Penalty: 4814.211914
	Iteration 38Q: 3 clusters Score -1529950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1529965.750000 Penalty: 4814.211914
	Iteration 39Q: 3 clusters Score -1529966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1529979.625000 Penalty: 4814.211914
	Iteration 40F: 3 clusters Score -1529980 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1529996.750000 Penalty: 4814.211914
	Iteration 41Q: 3 clusters Score -1529997 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1530015.500000 Penalty: 4814.211914
	Iteration 42Q: 3 clusters Score -1530016 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1530031.875000 Penalty: 4814.211914
	Iteration 43Q: 3 clusters Score -1530032 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1530056.000000 Penalty: 4814.211914
	Iteration 44Q: 3 clusters Score -1530056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1530073.250000 Penalty: 4814.211914
	Iteration 45Q: 3 clusters Score -1530073 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1530088.125000 Penalty: 4814.211914
	Iteration 46Q: 3 clusters Score -1530088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1530104.000000 Penalty: 4814.211914
	Iteration 47Q: 3 clusters Score -1530104 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1530113.500000 Penalty: 4814.211914
	Iteration 48Q: 3 clusters Score -1530114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1530132.250000 Penalty: 4814.211914
	Iteration 49Q: 3 clusters Score -1530132 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1530156.000000 Penalty: 4814.211914
	Iteration 50Q: 3 clusters Score -1530156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1530163.500000 Penalty: 4814.211914
	Iteration 51Q: 3 clusters Score -1530164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1530178.250000 Penalty: 4814.211914
	Iteration 52Q: 3 clusters Score -1530178 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1530198.125000 Penalty: 4814.211914
	Iteration 53Q: 3 clusters Score -1530198 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1530216.250000 Penalty: 4814.211914
	Iteration 54Q: 3 clusters Score -1530216 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1530251.125000 Penalty: 4814.211914
	Iteration 55Q: 3 clusters Score -1530251 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1530285.750000 Penalty: 4814.211914
	Iteration 56Q: 3 clusters Score -1530286 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1530317.000000 Penalty: 4814.211914
	Iteration 57Q: 3 clusters Score -1530317 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1530359.000000 Penalty: 4814.211914
	Iteration 58Q: 3 clusters Score -1530359 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1530404.875000 Penalty: 4814.211914
	Iteration 59Q: 3 clusters Score -1530405 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1530457.500000 Penalty: 4814.211914
	Iteration 60F: 3 clusters Score -1530458 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1530503.000000 Penalty: 4814.211914
	Iteration 61Q: 3 clusters Score -1530503 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1530532.625000 Penalty: 4814.211914
	Iteration 62Q: 3 clusters Score -1530533 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1530559.375000 Penalty: 4814.211914
	Iteration 63Q: 3 clusters Score -1530559 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1530575.250000 Penalty: 4814.211914
	Iteration 64Q: 3 clusters Score -1530575 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1530599.750000 Penalty: 4814.211914
	Iteration 65Q: 3 clusters Score -1530600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1530611.125000 Penalty: 4814.211914
	Iteration 66Q: 3 clusters Score -1530611 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1530617.625000 Penalty: 4814.211914
	Iteration 67Q: 3 clusters Score -1530618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1530633.375000 Penalty: 4814.211914
	Iteration 68Q: 3 clusters Score -1530633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1530648.375000 Penalty: 4814.211914
	Iteration 69Q: 3 clusters Score -1530648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1530667.875000 Penalty: 4814.211914
	Iteration 70Q: 3 clusters Score -1530668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1530675.875000 Penalty: 4814.211914
	Iteration 71Q: 3 clusters Score -1530676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1530685.250000 Penalty: 4814.211914
	Iteration 72Q: 3 clusters Score -1530685 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1530693.750000 Penalty: 4814.211914
	Iteration 73Q: 3 clusters Score -1530694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1530699.125000 Penalty: 4814.211914
	Iteration 74Q: 3 clusters Score -1530699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1530712.625000 Penalty: 4814.211914
	Iteration 75Q: 3 clusters Score -1530713 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1530718.625000 Penalty: 4814.211914
	Iteration 76Q: 3 clusters Score -1530719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1530721.500000 Penalty: 4814.211914
	Iteration 77Q: 3 clusters Score -1530722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1530733.000000 Penalty: 4814.211914
	Iteration 78Q: 3 clusters Score -1530733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1530730.500000 Penalty: 4814.211914
	Iteration 79Q: 3 clusters Score -1530730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1530732.875000 Penalty: 4814.211914
	Iteration 80F: 3 clusters Score -1530733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1530733.750000 Penalty: 4814.211914
	Iteration 81Q: 3 clusters Score -1530734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1530735.125000 Penalty: 4814.211914
	Iteration 82Q: 3 clusters Score -1530735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1530737.750000 Penalty: 4814.211914
	Iteration 83Q: 3 clusters Score -1530738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1530735.875000 Penalty: 4814.211914
	Iteration 84Q: 3 clusters Score -1530736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1530737.625000 Penalty: 4814.211914
	Iteration 85Q: 3 clusters Score -1530738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1530741.125000 Penalty: 4814.211914
	Iteration 86Q: 3 clusters Score -1530741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1530743.000000 Penalty: 4814.211914
	Iteration 87Q: 3 clusters Score -1530743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1530743.750000 Penalty: 4814.211914
	Iteration 88Q: 3 clusters Score -1530744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1530743.750000 Penalty: 4814.211914
	Iteration 89Q: 3 clusters Score -1530744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1530742.250000 Penalty: 4814.211914
	Iteration 90Q: 3 clusters Score -1530742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1530742.375000 Penalty: 4814.211914
	Iteration 91Q: 3 clusters Score -1530742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1530742.375000 Penalty: 4814.211914
	Iteration 92F: 3 clusters Score -1530742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 22537 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 15151 members 
Mstep: Class 6 contains 101400 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 223689 members 
Mstep: Class 9 contains 97600 members 
Mstep: Class 10 contains 12303 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12879 members 
Mstep: Class 14 contains 306092 members 
Mstep: Class 15 contains 217721 members 
Mstep: Class 16 contains 11107 members 
Mstep: Class 17 contains 13111 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 6867 members 
Mstep: Class 20 contains 63271 members 
Mstep: Class 21 contains 127978 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 227995 members 
Mstep: Class 25 contains 13062 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16033 members 
Mstep: Class 28 contains 5335 members 
Mstep: Class 29 contains 11376 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16829 members 
Mstep: Class 32 contains 6866 members 
Mstep: Class 33 contains 10460 members 
Mstep: Class 34 contains 5957 members 
Entering Unmasked Estep 
Score: -157705136.000000 Penalty: 120826.726562
Splitting cluster 33 changes total score from -157705168.000000 to -157705136.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 22537 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 15151 members 
Mstep: Class 6 contains 101400 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 223689 members 
Mstep: Class 9 contains 97600 members 
Mstep: Class 10 contains 12303 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 12879 members 
Mstep: Class 14 contains 306092 members 
Mstep: Class 15 contains 217721 members 
Mstep: Class 16 contains 11107 members 
Mstep: Class 17 contains 13111 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 6867 members 
Mstep: Class 20 contains 63271 members 
Mstep: Class 21 contains 127978 members 
Mstep: Class 22 contains 4764 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 227995 members 
Mstep: Class 25 contains 13062 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16033 members 
Mstep: Class 28 contains 5335 members 
Mstep: Class 29 contains 11376 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16829 members 
Mstep: Class 32 contains 6866 members 
Mstep: Class 33 contains 16417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705200.000000 Penalty: 117273.000000
Iteration 239Q: 34 clusters Score -1.577052e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 22532 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 15153 members 
Mstep: Class 6 contains 101392 members 
Mstep: Class 7 contains 8235 members 
Mstep: Class 8 contains 223683 members 
Mstep: Class 9 contains 97594 members 
Mstep: Class 10 contains 12301 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8010 members 
Mstep: Class 13 contains 12879 members 
Mstep: Class 14 contains 306093 members 
Mstep: Class 15 contains 217723 members 
Mstep: Class 16 contains 11106 members 
Mstep: Class 17 contains 13110 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 6867 members 
Mstep: Class 20 contains 63266 members 
Mstep: Class 21 contains 127980 members 
Mstep: Class 22 contains 4796 members 
Mstep: Class 23 contains 15532 members 
Mstep: Class 24 contains 227995 members 
Mstep: Class 25 contains 13061 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 16030 members 
Mstep: Class 28 contains 5336 members 
Mstep: Class 29 contains 11376 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16830 members 
Mstep: Class 32 contains 6868 members 
Mstep: Class 33 contains 16417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705152.000000 Penalty: 117273.000000
Iteration 240F: 34 clusters Score -1.577052e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 11745 members 
Mstep: Class 3 contains 22533 members 
Mstep: Class 4 contains 10323 members 
Mstep: Class 5 contains 15153 members 
Mstep: Class 6 contains 101388 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 223684 members 
Mstep: Class 9 contains 97579 members 
Mstep: Class 10 contains 12302 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 12879 members 
Mstep: Class 14 contains 306093 members 
Mstep: Class 15 contains 217723 members 
Mstep: Class 16 contains 11106 members 
Mstep: Class 17 contains 13110 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 6867 members 
Mstep: Class 20 contains 63262 members 
Mstep: Class 21 contains 127977 members 
Mstep: Class 22 contains 4827 members 
Mstep: Class 23 contains 15532 members 
Mstep: Class 24 contains 227994 members 
Mstep: Class 25 contains 13060 members 
Mstep: Class 26 contains 9725 members 
Mstep: Class 27 contains 16029 members 
Mstep: Class 28 contains 5333 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7163 members 
Mstep: Class 31 contains 16832 members 
Mstep: Class 32 contains 6866 members 
Mstep: Class 33 contains 16417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705216.000000 Penalty: 117273.000000
Iteration 241Q: 34 clusters Score -1.577052e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 11743 members 
Mstep: Class 3 contains 22532 members 
Mstep: Class 4 contains 10315 members 
Mstep: Class 5 contains 15151 members 
Mstep: Class 6 contains 101390 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 223688 members 
Mstep: Class 9 contains 97562 members 
Mstep: Class 10 contains 12302 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306094 members 
Mstep: Class 15 contains 217724 members 
Mstep: Class 16 contains 11106 members 
Mstep: Class 17 contains 13108 members 
Mstep: Class 18 contains 17682 members 
Mstep: Class 19 contains 6868 members 
Mstep: Class 20 contains 63261 members 
Mstep: Class 21 contains 127975 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 15531 members 
Mstep: Class 24 contains 227997 members 
Mstep: Class 25 contains 13060 members 
Mstep: Class 26 contains 9724 members 
Mstep: Class 27 contains 16026 members 
Mstep: Class 28 contains 5330 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16834 members 
Mstep: Class 32 contains 6865 members 
Mstep: Class 33 contains 16417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705072.000000 Penalty: 117273.000000
Iteration 242Q: 34 clusters Score -1.577051e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 22528 members 
Mstep: Class 4 contains 10313 members 
Mstep: Class 5 contains 15152 members 
Mstep: Class 6 contains 101393 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 223684 members 
Mstep: Class 9 contains 97552 members 
Mstep: Class 10 contains 12301 members 
Mstep: Class 11 contains 8983 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306094 members 
Mstep: Class 15 contains 217726 members 
Mstep: Class 16 contains 11107 members 
Mstep: Class 17 contains 13107 members 
Mstep: Class 18 contains 17682 members 
Mstep: Class 19 contains 6870 members 
Mstep: Class 20 contains 63262 members 
Mstep: Class 21 contains 127974 members 
Mstep: Class 22 contains 4908 members 
Mstep: Class 23 contains 15529 members 
Mstep: Class 24 contains 228000 members 
Mstep: Class 25 contains 13059 members 
Mstep: Class 26 contains 9723 members 
Mstep: Class 27 contains 16024 members 
Mstep: Class 28 contains 5329 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16834 members 
Mstep: Class 32 contains 6864 members 
Mstep: Class 33 contains 16417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705008.000000 Penalty: 117273.000000
Iteration 243Q: 34 clusters Score -1.57705e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 11743 members 
Mstep: Class 3 contains 22533 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 15153 members 
Mstep: Class 6 contains 101394 members 
Mstep: Class 7 contains 8234 members 
Mstep: Class 8 contains 223684 members 
Mstep: Class 9 contains 97531 members 
Mstep: Class 10 contains 12301 members 
Mstep: Class 11 contains 8980 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306091 members 
Mstep: Class 15 contains 217727 members 
Mstep: Class 16 contains 11107 members 
Mstep: Class 17 contains 13105 members 
Mstep: Class 18 contains 17680 members 
Mstep: Class 19 contains 6876 members 
Mstep: Class 20 contains 63259 members 
Mstep: Class 21 contains 127978 members 
Mstep: Class 22 contains 4961 members 
Mstep: Class 23 contains 15530 members 
Mstep: Class 24 contains 227998 members 
Mstep: Class 25 contains 13057 members 
Mstep: Class 26 contains 9722 members 
Mstep: Class 27 contains 16025 members 
Mstep: Class 28 contains 5326 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16835 members 
Mstep: Class 32 contains 6864 members 
Mstep: Class 33 contains 16418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705360.000000 Penalty: 117273.000000
Iteration 244Q: 34 clusters Score -1.577054e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 22527 members 
Mstep: Class 4 contains 10296 members 
Mstep: Class 5 contains 15157 members 
Mstep: Class 6 contains 101392 members 
Mstep: Class 7 contains 8234 members 
Mstep: Class 8 contains 223687 members 
Mstep: Class 9 contains 97520 members 
Mstep: Class 10 contains 12301 members 
Mstep: Class 11 contains 8979 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306090 members 
Mstep: Class 15 contains 217728 members 
Mstep: Class 16 contains 11106 members 
Mstep: Class 17 contains 13104 members 
Mstep: Class 18 contains 17676 members 
Mstep: Class 19 contains 6877 members 
Mstep: Class 20 contains 63255 members 
Mstep: Class 21 contains 127975 members 
Mstep: Class 22 contains 5009 members 
Mstep: Class 23 contains 15530 members 
Mstep: Class 24 contains 228002 members 
Mstep: Class 25 contains 13055 members 
Mstep: Class 26 contains 9722 members 
Mstep: Class 27 contains 16023 members 
Mstep: Class 28 contains 5324 members 
Mstep: Class 29 contains 11377 members 
Mstep: Class 30 contains 7163 members 
Mstep: Class 31 contains 16834 members 
Mstep: Class 32 contains 6864 members 
Mstep: Class 33 contains 16419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705264.000000 Penalty: 117273.000000
Iteration 245Q: 34 clusters Score -1.577053e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 11740 members 
Mstep: Class 3 contains 22525 members 
Mstep: Class 4 contains 10287 members 
Mstep: Class 5 contains 15162 members 
Mstep: Class 6 contains 101389 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 223685 members 
Mstep: Class 9 contains 97520 members 
Mstep: Class 10 contains 12301 members 
Mstep: Class 11 contains 8979 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306088 members 
Mstep: Class 15 contains 217729 members 
Mstep: Class 16 contains 11105 members 
Mstep: Class 17 contains 13104 members 
Mstep: Class 18 contains 17671 members 
Mstep: Class 19 contains 6878 members 
Mstep: Class 20 contains 63248 members 
Mstep: Class 21 contains 127972 members 
Mstep: Class 22 contains 5055 members 
Mstep: Class 23 contains 15530 members 
Mstep: Class 24 contains 228002 members 
Mstep: Class 25 contains 13056 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 16022 members 
Mstep: Class 28 contains 5321 members 
Mstep: Class 29 contains 11379 members 
Mstep: Class 30 contains 7163 members 
Mstep: Class 31 contains 16835 members 
Mstep: Class 32 contains 6862 members 
Mstep: Class 33 contains 16420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705216.000000 Penalty: 117273.000000
Iteration 246Q: 34 clusters Score -1.577052e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 22524 members 
Mstep: Class 4 contains 10277 members 
Mstep: Class 5 contains 15165 members 
Mstep: Class 6 contains 101384 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 223688 members 
Mstep: Class 9 contains 97505 members 
Mstep: Class 10 contains 12303 members 
Mstep: Class 11 contains 8977 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306086 members 
Mstep: Class 15 contains 217728 members 
Mstep: Class 16 contains 11105 members 
Mstep: Class 17 contains 13110 members 
Mstep: Class 18 contains 17663 members 
Mstep: Class 19 contains 6880 members 
Mstep: Class 20 contains 63247 members 
Mstep: Class 21 contains 127979 members 
Mstep: Class 22 contains 5106 members 
Mstep: Class 23 contains 15530 members 
Mstep: Class 24 contains 227999 members 
Mstep: Class 25 contains 13057 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 16020 members 
Mstep: Class 28 contains 5322 members 
Mstep: Class 29 contains 11380 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16836 members 
Mstep: Class 32 contains 6861 members 
Mstep: Class 33 contains 16420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705328.000000 Penalty: 117273.000000
Iteration 247Q: 34 clusters Score -1.577053e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 22509 members 
Mstep: Class 4 contains 10267 members 
Mstep: Class 5 contains 15164 members 
Mstep: Class 6 contains 101379 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 223684 members 
Mstep: Class 9 contains 97495 members 
Mstep: Class 10 contains 12303 members 
Mstep: Class 11 contains 8976 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306086 members 
Mstep: Class 15 contains 217727 members 
Mstep: Class 16 contains 11106 members 
Mstep: Class 17 contains 13112 members 
Mstep: Class 18 contains 17657 members 
Mstep: Class 19 contains 6882 members 
Mstep: Class 20 contains 63245 members 
Mstep: Class 21 contains 127986 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 15530 members 
Mstep: Class 24 contains 227990 members 
Mstep: Class 25 contains 13057 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 16023 members 
Mstep: Class 28 contains 5322 members 
Mstep: Class 29 contains 11380 members 
Mstep: Class 30 contains 7160 members 
Mstep: Class 31 contains 16840 members 
Mstep: Class 32 contains 6860 members 
Mstep: Class 33 contains 16421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705248.000000 Penalty: 117273.000000
Iteration 248Q: 34 clusters Score -1.577052e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 22502 members 
Mstep: Class 4 contains 10260 members 
Mstep: Class 5 contains 15167 members 
Mstep: Class 6 contains 101375 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 223681 members 
Mstep: Class 9 contains 97485 members 
Mstep: Class 10 contains 12302 members 
Mstep: Class 11 contains 8975 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306086 members 
Mstep: Class 15 contains 217728 members 
Mstep: Class 16 contains 11106 members 
Mstep: Class 17 contains 13115 members 
Mstep: Class 18 contains 17656 members 
Mstep: Class 19 contains 6880 members 
Mstep: Class 20 contains 63241 members 
Mstep: Class 21 contains 127990 members 
Mstep: Class 22 contains 5224 members 
Mstep: Class 23 contains 15530 members 
Mstep: Class 24 contains 227986 members 
Mstep: Class 25 contains 13058 members 
Mstep: Class 26 contains 9720 members 
Mstep: Class 27 contains 16018 members 
Mstep: Class 28 contains 5325 members 
Mstep: Class 29 contains 11378 members 
Mstep: Class 30 contains 7160 members 
Mstep: Class 31 contains 16836 members 
Mstep: Class 32 contains 6858 members 
Mstep: Class 33 contains 16424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705376.000000 Penalty: 117273.000000
Iteration 249Q: 34 clusters Score -1.577054e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 22497 members 
Mstep: Class 4 contains 10263 members 
Mstep: Class 5 contains 15168 members 
Mstep: Class 6 contains 101366 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 223669 members 
Mstep: Class 9 contains 97480 members 
Mstep: Class 10 contains 12301 members 
Mstep: Class 11 contains 8976 members 
Mstep: Class 12 contains 8007 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306087 members 
Mstep: Class 15 contains 217730 members 
Mstep: Class 16 contains 11105 members 
Mstep: Class 17 contains 13116 members 
Mstep: Class 18 contains 17653 members 
Mstep: Class 19 contains 6878 members 
Mstep: Class 20 contains 63239 members 
Mstep: Class 21 contains 127986 members 
Mstep: Class 22 contains 5272 members 
Mstep: Class 23 contains 15528 members 
Mstep: Class 24 contains 227983 members 
Mstep: Class 25 contains 13060 members 
Mstep: Class 26 contains 9720 members 
Mstep: Class 27 contains 16012 members 
Mstep: Class 28 contains 5334 members 
Mstep: Class 29 contains 11376 members 
Mstep: Class 30 contains 7160 members 
Mstep: Class 31 contains 16835 members 
Mstep: Class 32 contains 6857 members 
Mstep: Class 33 contains 16425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705472.000000 Penalty: 117273.000000
Iteration 250Q: 34 clusters Score -1.577055e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 22493 members 
Mstep: Class 4 contains 10261 members 
Mstep: Class 5 contains 15171 members 
Mstep: Class 6 contains 101357 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223659 members 
Mstep: Class 9 contains 97478 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 8976 members 
Mstep: Class 12 contains 8006 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306085 members 
Mstep: Class 15 contains 217729 members 
Mstep: Class 16 contains 11107 members 
Mstep: Class 17 contains 13116 members 
Mstep: Class 18 contains 17649 members 
Mstep: Class 19 contains 6878 members 
Mstep: Class 20 contains 63229 members 
Mstep: Class 21 contains 127980 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 15527 members 
Mstep: Class 24 contains 227978 members 
Mstep: Class 25 contains 13061 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 16008 members 
Mstep: Class 28 contains 5339 members 
Mstep: Class 29 contains 11374 members 
Mstep: Class 30 contains 7159 members 
Mstep: Class 31 contains 16832 members 
Mstep: Class 32 contains 6855 members 
Mstep: Class 33 contains 16426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705232.000000 Penalty: 117273.000000
Iteration 251Q: 34 clusters Score -1.577052e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 22489 members 
Mstep: Class 4 contains 10263 members 
Mstep: Class 5 contains 15173 members 
Mstep: Class 6 contains 101350 members 
Mstep: Class 7 contains 8228 members 
Mstep: Class 8 contains 223649 members 
Mstep: Class 9 contains 97464 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 8974 members 
Mstep: Class 12 contains 8005 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306086 members 
Mstep: Class 15 contains 217727 members 
Mstep: Class 16 contains 11106 members 
Mstep: Class 17 contains 13113 members 
Mstep: Class 18 contains 17645 members 
Mstep: Class 19 contains 6877 members 
Mstep: Class 20 contains 63214 members 
Mstep: Class 21 contains 127982 members 
Mstep: Class 22 contains 5397 members 
Mstep: Class 23 contains 15527 members 
Mstep: Class 24 contains 227975 members 
Mstep: Class 25 contains 13060 members 
Mstep: Class 26 contains 9721 members 
Mstep: Class 27 contains 16010 members 
Mstep: Class 28 contains 5341 members 
Mstep: Class 29 contains 11371 members 
Mstep: Class 30 contains 7160 members 
Mstep: Class 31 contains 16831 members 
Mstep: Class 32 contains 6853 members 
Mstep: Class 33 contains 16426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705456.000000 Penalty: 117273.000000
Iteration 252Q: 34 clusters Score -1.577055e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 22487 members 
Mstep: Class 4 contains 10254 members 
Mstep: Class 5 contains 15179 members 
Mstep: Class 6 contains 101347 members 
Mstep: Class 7 contains 8227 members 
Mstep: Class 8 contains 223638 members 
Mstep: Class 9 contains 97443 members 
Mstep: Class 10 contains 12298 members 
Mstep: Class 11 contains 8972 members 
Mstep: Class 12 contains 8004 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306090 members 
Mstep: Class 15 contains 217724 members 
Mstep: Class 16 contains 11107 members 
Mstep: Class 17 contains 13114 members 
Mstep: Class 18 contains 17647 members 
Mstep: Class 19 contains 6878 members 
Mstep: Class 20 contains 63208 members 
Mstep: Class 21 contains 127979 members 
Mstep: Class 22 contains 5451 members 
Mstep: Class 23 contains 15528 members 
Mstep: Class 24 contains 227974 members 
Mstep: Class 25 contains 13060 members 
Mstep: Class 26 contains 9725 members 
Mstep: Class 27 contains 16010 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 11373 members 
Mstep: Class 30 contains 7161 members 
Mstep: Class 31 contains 16831 members 
Mstep: Class 32 contains 6848 members 
Mstep: Class 33 contains 16426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705440.000000 Penalty: 117273.000000
Iteration 253Q: 34 clusters Score -1.577054e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22487 members 
Mstep: Class 4 contains 10235 members 
Mstep: Class 5 contains 15181 members 
Mstep: Class 6 contains 101344 members 
Mstep: Class 7 contains 8227 members 
Mstep: Class 8 contains 223622 members 
Mstep: Class 9 contains 97431 members 
Mstep: Class 10 contains 12297 members 
Mstep: Class 11 contains 8971 members 
Mstep: Class 12 contains 8004 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306088 members 
Mstep: Class 15 contains 217723 members 
Mstep: Class 16 contains 11108 members 
Mstep: Class 17 contains 13114 members 
Mstep: Class 18 contains 17643 members 
Mstep: Class 19 contains 6879 members 
Mstep: Class 20 contains 63198 members 
Mstep: Class 21 contains 127980 members 
Mstep: Class 22 contains 5522 members 
Mstep: Class 23 contains 15527 members 
Mstep: Class 24 contains 227973 members 
Mstep: Class 25 contains 13059 members 
Mstep: Class 26 contains 9727 members 
Mstep: Class 27 contains 16008 members 
Mstep: Class 28 contains 5344 members 
Mstep: Class 29 contains 11372 members 
Mstep: Class 30 contains 7163 members 
Mstep: Class 31 contains 16832 members 
Mstep: Class 32 contains 6847 members 
Mstep: Class 33 contains 16427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705552.000000 Penalty: 117273.000000
Iteration 254Q: 34 clusters Score -1.577056e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22486 members 
Mstep: Class 4 contains 10217 members 
Mstep: Class 5 contains 15182 members 
Mstep: Class 6 contains 101341 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 223618 members 
Mstep: Class 9 contains 97423 members 
Mstep: Class 10 contains 12297 members 
Mstep: Class 11 contains 8969 members 
Mstep: Class 12 contains 8004 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306086 members 
Mstep: Class 15 contains 217722 members 
Mstep: Class 16 contains 11110 members 
Mstep: Class 17 contains 13109 members 
Mstep: Class 18 contains 17644 members 
Mstep: Class 19 contains 6880 members 
Mstep: Class 20 contains 63177 members 
Mstep: Class 21 contains 127975 members 
Mstep: Class 22 contains 5594 members 
Mstep: Class 23 contains 15527 members 
Mstep: Class 24 contains 227970 members 
Mstep: Class 25 contains 13061 members 
Mstep: Class 26 contains 9731 members 
Mstep: Class 27 contains 16007 members 
Mstep: Class 28 contains 5345 members 
Mstep: Class 29 contains 11372 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16835 members 
Mstep: Class 32 contains 6845 members 
Mstep: Class 33 contains 16427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705504.000000 Penalty: 117273.000000
Iteration 255Q: 34 clusters Score -1.577055e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 22487 members 
Mstep: Class 4 contains 10197 members 
Mstep: Class 5 contains 15189 members 
Mstep: Class 6 contains 101337 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 223615 members 
Mstep: Class 9 contains 97411 members 
Mstep: Class 10 contains 12296 members 
Mstep: Class 11 contains 8969 members 
Mstep: Class 12 contains 8004 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306084 members 
Mstep: Class 15 contains 217722 members 
Mstep: Class 16 contains 11112 members 
Mstep: Class 17 contains 13105 members 
Mstep: Class 18 contains 17646 members 
Mstep: Class 19 contains 6878 members 
Mstep: Class 20 contains 63167 members 
Mstep: Class 21 contains 127972 members 
Mstep: Class 22 contains 5653 members 
Mstep: Class 23 contains 15529 members 
Mstep: Class 24 contains 227973 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 9732 members 
Mstep: Class 27 contains 16003 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 11372 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16833 members 
Mstep: Class 32 contains 6842 members 
Mstep: Class 33 contains 16426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705488.000000 Penalty: 117273.000000
Iteration 256Q: 34 clusters Score -1.577055e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 22481 members 
Mstep: Class 4 contains 10181 members 
Mstep: Class 5 contains 15193 members 
Mstep: Class 6 contains 101334 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 223611 members 
Mstep: Class 9 contains 97404 members 
Mstep: Class 10 contains 12297 members 
Mstep: Class 11 contains 8969 members 
Mstep: Class 12 contains 8004 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306086 members 
Mstep: Class 15 contains 217723 members 
Mstep: Class 16 contains 11113 members 
Mstep: Class 17 contains 13101 members 
Mstep: Class 18 contains 17653 members 
Mstep: Class 19 contains 6876 members 
Mstep: Class 20 contains 63157 members 
Mstep: Class 21 contains 127967 members 
Mstep: Class 22 contains 5703 members 
Mstep: Class 23 contains 15528 members 
Mstep: Class 24 contains 227972 members 
Mstep: Class 25 contains 13065 members 
Mstep: Class 26 contains 9733 members 
Mstep: Class 27 contains 16001 members 
Mstep: Class 28 contains 5344 members 
Mstep: Class 29 contains 11373 members 
Mstep: Class 30 contains 7161 members 
Mstep: Class 31 contains 16830 members 
Mstep: Class 32 contains 6837 members 
Mstep: Class 33 contains 16426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705504.000000 Penalty: 117273.000000
Iteration 257Q: 34 clusters Score -1.577055e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 22476 members 
Mstep: Class 4 contains 10171 members 
Mstep: Class 5 contains 15196 members 
Mstep: Class 6 contains 101333 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 223596 members 
Mstep: Class 9 contains 97405 members 
Mstep: Class 10 contains 12298 members 
Mstep: Class 11 contains 8969 members 
Mstep: Class 12 contains 8004 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306084 members 
Mstep: Class 15 contains 217722 members 
Mstep: Class 16 contains 11113 members 
Mstep: Class 17 contains 13098 members 
Mstep: Class 18 contains 17650 members 
Mstep: Class 19 contains 6875 members 
Mstep: Class 20 contains 63147 members 
Mstep: Class 21 contains 127959 members 
Mstep: Class 22 contains 5750 members 
Mstep: Class 23 contains 15530 members 
Mstep: Class 24 contains 227972 members 
Mstep: Class 25 contains 13066 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 16000 members 
Mstep: Class 28 contains 5345 members 
Mstep: Class 29 contains 11370 members 
Mstep: Class 30 contains 7161 members 
Mstep: Class 31 contains 16831 members 
Mstep: Class 32 contains 6836 members 
Mstep: Class 33 contains 16427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705584.000000 Penalty: 117273.000000
Iteration 258Q: 34 clusters Score -1.577056e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 22471 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 101334 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 223587 members 
Mstep: Class 9 contains 97385 members 
Mstep: Class 10 contains 12298 members 
Mstep: Class 11 contains 8969 members 
Mstep: Class 12 contains 8004 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306085 members 
Mstep: Class 15 contains 217723 members 
Mstep: Class 16 contains 11114 members 
Mstep: Class 17 contains 13097 members 
Mstep: Class 18 contains 17647 members 
Mstep: Class 19 contains 6875 members 
Mstep: Class 20 contains 63145 members 
Mstep: Class 21 contains 127958 members 
Mstep: Class 22 contains 5793 members 
Mstep: Class 23 contains 15530 members 
Mstep: Class 24 contains 227974 members 
Mstep: Class 25 contains 13066 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15995 members 
Mstep: Class 28 contains 5345 members 
Mstep: Class 29 contains 11369 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 16832 members 
Mstep: Class 32 contains 6837 members 
Mstep: Class 33 contains 16428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705728.000000 Penalty: 117273.000000
Iteration 259Q: 34 clusters Score -1.577057e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 22467 members 
Mstep: Class 4 contains 10154 members 
Mstep: Class 5 contains 15203 members 
Mstep: Class 6 contains 101333 members 
Mstep: Class 7 contains 8234 members 
Mstep: Class 8 contains 223579 members 
Mstep: Class 9 contains 97378 members 
Mstep: Class 10 contains 12298 members 
Mstep: Class 11 contains 8969 members 
Mstep: Class 12 contains 8004 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306084 members 
Mstep: Class 15 contains 217727 members 
Mstep: Class 16 contains 11114 members 
Mstep: Class 17 contains 13098 members 
Mstep: Class 18 contains 17646 members 
Mstep: Class 19 contains 6874 members 
Mstep: Class 20 contains 63132 members 
Mstep: Class 21 contains 127964 members 
Mstep: Class 22 contains 5831 members 
Mstep: Class 23 contains 15530 members 
Mstep: Class 24 contains 227974 members 
Mstep: Class 25 contains 13066 members 
Mstep: Class 26 contains 9740 members 
Mstep: Class 27 contains 15995 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 11371 members 
Mstep: Class 30 contains 7160 members 
Mstep: Class 31 contains 16829 members 
Mstep: Class 32 contains 6837 members 
Mstep: Class 33 contains 16429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705808.000000 Penalty: 117273.000000
Iteration 260F: 34 clusters Score -1.577058e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 11730 members 
Mstep: Class 3 contains 22469 members 
Mstep: Class 4 contains 10140 members 
Mstep: Class 5 contains 15205 members 
Mstep: Class 6 contains 101331 members 
Mstep: Class 7 contains 8233 members 
Mstep: Class 8 contains 223570 members 
Mstep: Class 9 contains 97377 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 8970 members 
Mstep: Class 12 contains 8004 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306084 members 
Mstep: Class 15 contains 217728 members 
Mstep: Class 16 contains 11114 members 
Mstep: Class 17 contains 13098 members 
Mstep: Class 18 contains 17641 members 
Mstep: Class 19 contains 6874 members 
Mstep: Class 20 contains 63121 members 
Mstep: Class 21 contains 127972 members 
Mstep: Class 22 contains 5870 members 
Mstep: Class 23 contains 15530 members 
Mstep: Class 24 contains 227975 members 
Mstep: Class 25 contains 13066 members 
Mstep: Class 26 contains 9740 members 
Mstep: Class 27 contains 15992 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 11373 members 
Mstep: Class 30 contains 7160 members 
Mstep: Class 31 contains 16826 members 
Mstep: Class 32 contains 6835 members 
Mstep: Class 33 contains 16431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705888.000000 Penalty: 117273.000000
Iteration 261Q: 34 clusters Score -1.577059e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 11730 members 
Mstep: Class 3 contains 22469 members 
Mstep: Class 4 contains 10125 members 
Mstep: Class 5 contains 15212 members 
Mstep: Class 6 contains 101330 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 223566 members 
Mstep: Class 9 contains 97370 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 8970 members 
Mstep: Class 12 contains 8005 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306084 members 
Mstep: Class 15 contains 217729 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 13097 members 
Mstep: Class 18 contains 17637 members 
Mstep: Class 19 contains 6874 members 
Mstep: Class 20 contains 63111 members 
Mstep: Class 21 contains 127974 members 
Mstep: Class 22 contains 5912 members 
Mstep: Class 23 contains 15530 members 
Mstep: Class 24 contains 227976 members 
Mstep: Class 25 contains 13067 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 15986 members 
Mstep: Class 28 contains 5342 members 
Mstep: Class 29 contains 11374 members 
Mstep: Class 30 contains 7160 members 
Mstep: Class 31 contains 16824 members 
Mstep: Class 32 contains 6834 members 
Mstep: Class 33 contains 16433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705808.000000 Penalty: 117273.000000
Iteration 262Q: 34 clusters Score -1.577058e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 11730 members 
Mstep: Class 3 contains 22465 members 
Mstep: Class 4 contains 10120 members 
Mstep: Class 5 contains 15218 members 
Mstep: Class 6 contains 101325 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223562 members 
Mstep: Class 9 contains 97363 members 
Mstep: Class 10 contains 12299 members 
Mstep: Class 11 contains 8970 members 
Mstep: Class 12 contains 8005 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306085 members 
Mstep: Class 15 contains 217732 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 13094 members 
Mstep: Class 18 contains 17636 members 
Mstep: Class 19 contains 6873 members 
Mstep: Class 20 contains 63095 members 
Mstep: Class 21 contains 127970 members 
Mstep: Class 22 contains 5958 members 
Mstep: Class 23 contains 15530 members 
Mstep: Class 24 contains 227974 members 
Mstep: Class 25 contains 13068 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 15978 members 
Mstep: Class 28 contains 5346 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7161 members 
Mstep: Class 31 contains 16823 members 
Mstep: Class 32 contains 6830 members 
Mstep: Class 33 contains 16435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705856.000000 Penalty: 117273.000000
Iteration 263Q: 34 clusters Score -1.577059e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 11728 members 
Mstep: Class 3 contains 22467 members 
Mstep: Class 4 contains 10117 members 
Mstep: Class 5 contains 15219 members 
Mstep: Class 6 contains 101321 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 223559 members 
Mstep: Class 9 contains 97361 members 
Mstep: Class 10 contains 12297 members 
Mstep: Class 11 contains 8970 members 
Mstep: Class 12 contains 8004 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306086 members 
Mstep: Class 15 contains 217733 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 13092 members 
Mstep: Class 18 contains 17639 members 
Mstep: Class 19 contains 6872 members 
Mstep: Class 20 contains 63074 members 
Mstep: Class 21 contains 127973 members 
Mstep: Class 22 contains 5993 members 
Mstep: Class 23 contains 15531 members 
Mstep: Class 24 contains 227970 members 
Mstep: Class 25 contains 13069 members 
Mstep: Class 26 contains 9740 members 
Mstep: Class 27 contains 15977 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 11378 members 
Mstep: Class 30 contains 7161 members 
Mstep: Class 31 contains 16823 members 
Mstep: Class 32 contains 6827 members 
Mstep: Class 33 contains 16438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705952.000000 Penalty: 117273.000000
Iteration 264Q: 34 clusters Score -1.57706e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 10113 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101316 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 223556 members 
Mstep: Class 9 contains 97349 members 
Mstep: Class 10 contains 12298 members 
Mstep: Class 11 contains 8969 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306087 members 
Mstep: Class 15 contains 217732 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 13092 members 
Mstep: Class 18 contains 17638 members 
Mstep: Class 19 contains 6874 members 
Mstep: Class 20 contains 63059 members 
Mstep: Class 21 contains 127971 members 
Mstep: Class 22 contains 6027 members 
Mstep: Class 23 contains 15530 members 
Mstep: Class 24 contains 227970 members 
Mstep: Class 25 contains 13070 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 15973 members 
Mstep: Class 28 contains 5355 members 
Mstep: Class 29 contains 11375 members 
Mstep: Class 30 contains 7161 members 
Mstep: Class 31 contains 16821 members 
Mstep: Class 32 contains 6830 members 
Mstep: Class 33 contains 16440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705920.000000 Penalty: 117273.000000
Iteration 265Q: 34 clusters Score -1.577059e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 11725 members 
Mstep: Class 3 contains 22479 members 
Mstep: Class 4 contains 10102 members 
Mstep: Class 5 contains 15221 members 
Mstep: Class 6 contains 101315 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223548 members 
Mstep: Class 9 contains 97340 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 8969 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306088 members 
Mstep: Class 15 contains 217733 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 13092 members 
Mstep: Class 18 contains 17639 members 
Mstep: Class 19 contains 6874 members 
Mstep: Class 20 contains 63051 members 
Mstep: Class 21 contains 127968 members 
Mstep: Class 22 contains 6052 members 
Mstep: Class 23 contains 15530 members 
Mstep: Class 24 contains 227969 members 
Mstep: Class 25 contains 13071 members 
Mstep: Class 26 contains 9740 members 
Mstep: Class 27 contains 15972 members 
Mstep: Class 28 contains 5355 members 
Mstep: Class 29 contains 11376 members 
Mstep: Class 30 contains 7161 members 
Mstep: Class 31 contains 16822 members 
Mstep: Class 32 contains 6828 members 
Mstep: Class 33 contains 16443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705792.000000 Penalty: 117273.000000
Iteration 266Q: 34 clusters Score -1.577058e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 11722 members 
Mstep: Class 3 contains 22480 members 
Mstep: Class 4 contains 10096 members 
Mstep: Class 5 contains 15219 members 
Mstep: Class 6 contains 101317 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223545 members 
Mstep: Class 9 contains 97333 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 8969 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306084 members 
Mstep: Class 15 contains 217733 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 13091 members 
Mstep: Class 18 contains 17644 members 
Mstep: Class 19 contains 6873 members 
Mstep: Class 20 contains 63050 members 
Mstep: Class 21 contains 127967 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 15532 members 
Mstep: Class 24 contains 227965 members 
Mstep: Class 25 contains 13072 members 
Mstep: Class 26 contains 9739 members 
Mstep: Class 27 contains 15972 members 
Mstep: Class 28 contains 5355 members 
Mstep: Class 29 contains 11378 members 
Mstep: Class 30 contains 7163 members 
Mstep: Class 31 contains 16822 members 
Mstep: Class 32 contains 6826 members 
Mstep: Class 33 contains 16445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705920.000000 Penalty: 117273.000000
Iteration 267Q: 34 clusters Score -1.577059e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 11722 members 
Mstep: Class 3 contains 22478 members 
Mstep: Class 4 contains 10094 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101317 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223542 members 
Mstep: Class 9 contains 97326 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 8969 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12878 members 
Mstep: Class 14 contains 306081 members 
Mstep: Class 15 contains 217732 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 13090 members 
Mstep: Class 18 contains 17645 members 
Mstep: Class 19 contains 6874 members 
Mstep: Class 20 contains 63045 members 
Mstep: Class 21 contains 127967 members 
Mstep: Class 22 contains 6084 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 227965 members 
Mstep: Class 25 contains 13071 members 
Mstep: Class 26 contains 9740 members 
Mstep: Class 27 contains 15970 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 11381 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16823 members 
Mstep: Class 32 contains 6829 members 
Mstep: Class 33 contains 16447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705872.000000 Penalty: 117273.000000
Iteration 268Q: 34 clusters Score -1.577059e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 11723 members 
Mstep: Class 3 contains 22477 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 15215 members 
Mstep: Class 6 contains 101316 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223539 members 
Mstep: Class 9 contains 97320 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 8968 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306081 members 
Mstep: Class 15 contains 217732 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 13089 members 
Mstep: Class 18 contains 17647 members 
Mstep: Class 19 contains 6874 members 
Mstep: Class 20 contains 63044 members 
Mstep: Class 21 contains 127969 members 
Mstep: Class 22 contains 6090 members 
Mstep: Class 23 contains 15534 members 
Mstep: Class 24 contains 227961 members 
Mstep: Class 25 contains 13071 members 
Mstep: Class 26 contains 9740 members 
Mstep: Class 27 contains 15969 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 11382 members 
Mstep: Class 30 contains 7165 members 
Mstep: Class 31 contains 16826 members 
Mstep: Class 32 contains 6830 members 
Mstep: Class 33 contains 16448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157706000.000000 Penalty: 117273.000000
Iteration 269Q: 34 clusters Score -1.57706e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 11723 members 
Mstep: Class 3 contains 22477 members 
Mstep: Class 4 contains 10102 members 
Mstep: Class 5 contains 15213 members 
Mstep: Class 6 contains 101316 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223533 members 
Mstep: Class 9 contains 97318 members 
Mstep: Class 10 contains 12301 members 
Mstep: Class 11 contains 8967 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306081 members 
Mstep: Class 15 contains 217730 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 13090 members 
Mstep: Class 18 contains 17650 members 
Mstep: Class 19 contains 6874 members 
Mstep: Class 20 contains 63044 members 
Mstep: Class 21 contains 127969 members 
Mstep: Class 22 contains 6098 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 227960 members 
Mstep: Class 25 contains 13071 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 15968 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11383 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16826 members 
Mstep: Class 32 contains 6831 members 
Mstep: Class 33 contains 16448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705904.000000 Penalty: 117273.000000
Iteration 270Q: 34 clusters Score -1.577059e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 11727 members 
Mstep: Class 3 contains 22478 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 5 contains 15213 members 
Mstep: Class 6 contains 101316 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223530 members 
Mstep: Class 9 contains 97317 members 
Mstep: Class 10 contains 12301 members 
Mstep: Class 11 contains 8966 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306081 members 
Mstep: Class 15 contains 217731 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 13091 members 
Mstep: Class 18 contains 17652 members 
Mstep: Class 19 contains 6874 members 
Mstep: Class 20 contains 63044 members 
Mstep: Class 21 contains 127962 members 
Mstep: Class 22 contains 6104 members 
Mstep: Class 23 contains 15532 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 13072 members 
Mstep: Class 26 contains 9739 members 
Mstep: Class 27 contains 15968 members 
Mstep: Class 28 contains 5343 members 
Mstep: Class 29 contains 11384 members 
Mstep: Class 30 contains 7163 members 
Mstep: Class 31 contains 16826 members 
Mstep: Class 32 contains 6831 members 
Mstep: Class 33 contains 16448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705920.000000 Penalty: 117273.000000
Iteration 271Q: 34 clusters Score -1.577059e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 11729 members 
Mstep: Class 3 contains 22477 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 5 contains 15211 members 
Mstep: Class 6 contains 101315 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223531 members 
Mstep: Class 9 contains 97307 members 
Mstep: Class 10 contains 12299 members 
Mstep: Class 11 contains 8966 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306082 members 
Mstep: Class 15 contains 217731 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 13093 members 
Mstep: Class 18 contains 17655 members 
Mstep: Class 19 contains 6874 members 
Mstep: Class 20 contains 63046 members 
Mstep: Class 21 contains 127956 members 
Mstep: Class 22 contains 6111 members 
Mstep: Class 23 contains 15531 members 
Mstep: Class 24 contains 227965 members 
Mstep: Class 25 contains 13072 members 
Mstep: Class 26 contains 9739 members 
Mstep: Class 27 contains 15961 members 
Mstep: Class 28 contains 5348 members 
Mstep: Class 29 contains 11386 members 
Mstep: Class 30 contains 7163 members 
Mstep: Class 31 contains 16827 members 
Mstep: Class 32 contains 6831 members 
Mstep: Class 33 contains 16448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705808.000000 Penalty: 117273.000000
Iteration 272Q: 34 clusters Score -1.577058e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 11729 members 
Mstep: Class 3 contains 22478 members 
Mstep: Class 4 contains 10108 members 
Mstep: Class 5 contains 15212 members 
Mstep: Class 6 contains 101312 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223525 members 
Mstep: Class 9 contains 97299 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306081 members 
Mstep: Class 15 contains 217731 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 13094 members 
Mstep: Class 18 contains 17657 members 
Mstep: Class 19 contains 6873 members 
Mstep: Class 20 contains 63046 members 
Mstep: Class 21 contains 127954 members 
Mstep: Class 22 contains 6119 members 
Mstep: Class 23 contains 15530 members 
Mstep: Class 24 contains 227965 members 
Mstep: Class 25 contains 13072 members 
Mstep: Class 26 contains 9739 members 
Mstep: Class 27 contains 15959 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 11387 members 
Mstep: Class 30 contains 7163 members 
Mstep: Class 31 contains 16826 members 
Mstep: Class 32 contains 6831 members 
Mstep: Class 33 contains 16449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705920.000000 Penalty: 117273.000000
Iteration 273Q: 34 clusters Score -1.577059e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 11729 members 
Mstep: Class 3 contains 22478 members 
Mstep: Class 4 contains 10107 members 
Mstep: Class 5 contains 15212 members 
Mstep: Class 6 contains 101311 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223525 members 
Mstep: Class 9 contains 97299 members 
Mstep: Class 10 contains 12301 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306080 members 
Mstep: Class 15 contains 217732 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 13091 members 
Mstep: Class 18 contains 17658 members 
Mstep: Class 19 contains 6872 members 
Mstep: Class 20 contains 63044 members 
Mstep: Class 21 contains 127953 members 
Mstep: Class 22 contains 6127 members 
Mstep: Class 23 contains 15530 members 
Mstep: Class 24 contains 227965 members 
Mstep: Class 25 contains 13074 members 
Mstep: Class 26 contains 9738 members 
Mstep: Class 27 contains 15958 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 11387 members 
Mstep: Class 30 contains 7163 members 
Mstep: Class 31 contains 16826 members 
Mstep: Class 32 contains 6831 members 
Mstep: Class 33 contains 16449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705952.000000 Penalty: 117273.000000
Iteration 274Q: 34 clusters Score -1.57706e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 11730 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 10105 members 
Mstep: Class 5 contains 15213 members 
Mstep: Class 6 contains 101313 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223523 members 
Mstep: Class 9 contains 97300 members 
Mstep: Class 10 contains 12302 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306079 members 
Mstep: Class 15 contains 217732 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 13091 members 
Mstep: Class 18 contains 17661 members 
Mstep: Class 19 contains 6872 members 
Mstep: Class 20 contains 63046 members 
Mstep: Class 21 contains 127951 members 
Mstep: Class 22 contains 6131 members 
Mstep: Class 23 contains 15531 members 
Mstep: Class 24 contains 227961 members 
Mstep: Class 25 contains 13074 members 
Mstep: Class 26 contains 9738 members 
Mstep: Class 27 contains 15959 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 11388 members 
Mstep: Class 30 contains 7163 members 
Mstep: Class 31 contains 16826 members 
Mstep: Class 32 contains 6830 members 
Mstep: Class 33 contains 16449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157706016.000000 Penalty: 117273.000000
Iteration 275Q: 34 clusters Score -1.57706e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 22478 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 5 contains 15213 members 
Mstep: Class 6 contains 101313 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223519 members 
Mstep: Class 9 contains 97301 members 
Mstep: Class 10 contains 12301 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306080 members 
Mstep: Class 15 contains 217732 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 13091 members 
Mstep: Class 18 contains 17661 members 
Mstep: Class 19 contains 6872 members 
Mstep: Class 20 contains 63046 members 
Mstep: Class 21 contains 127948 members 
Mstep: Class 22 contains 6137 members 
Mstep: Class 23 contains 15532 members 
Mstep: Class 24 contains 227960 members 
Mstep: Class 25 contains 13074 members 
Mstep: Class 26 contains 9739 members 
Mstep: Class 27 contains 15959 members 
Mstep: Class 28 contains 5353 members 
Mstep: Class 29 contains 11387 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16826 members 
Mstep: Class 32 contains 6831 members 
Mstep: Class 33 contains 16449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157706144.000000 Penalty: 117273.000000
Iteration 276Q: 34 clusters Score -1.577061e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 22479 members 
Mstep: Class 4 contains 10101 members 
Mstep: Class 5 contains 15213 members 
Mstep: Class 6 contains 101312 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223516 members 
Mstep: Class 9 contains 97304 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306079 members 
Mstep: Class 15 contains 217732 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 13091 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6872 members 
Mstep: Class 20 contains 63047 members 
Mstep: Class 21 contains 127947 members 
Mstep: Class 22 contains 6142 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 227960 members 
Mstep: Class 25 contains 13074 members 
Mstep: Class 26 contains 9738 members 
Mstep: Class 27 contains 15959 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 11387 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16826 members 
Mstep: Class 32 contains 6831 members 
Mstep: Class 33 contains 16449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157706144.000000 Penalty: 117273.000000
Iteration 277Q: 34 clusters Score -1.577061e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 22480 members 
Mstep: Class 4 contains 10100 members 
Mstep: Class 5 contains 15212 members 
Mstep: Class 6 contains 101310 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223516 members 
Mstep: Class 9 contains 97305 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306079 members 
Mstep: Class 15 contains 217732 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 13091 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6872 members 
Mstep: Class 20 contains 63047 members 
Mstep: Class 21 contains 127947 members 
Mstep: Class 22 contains 6144 members 
Mstep: Class 23 contains 15533 members 
Mstep: Class 24 contains 227960 members 
Mstep: Class 25 contains 13074 members 
Mstep: Class 26 contains 9738 members 
Mstep: Class 27 contains 15958 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 11388 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16826 members 
Mstep: Class 32 contains 6830 members 
Mstep: Class 33 contains 16449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157706160.000000 Penalty: 117273.000000
Iteration 278Q: 34 clusters Score -1.577062e+08 nChanged 19
Entering ConstructFrom: 
Score: -157706160.000000 Penalty: 117273.000000
Entering ConstructFrom: 
Trying to split cluster 1 (24010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Entering Unmasked Estep 
Score: -2151685.250000 Penalty: 2501.384033
	Iteration 0F: 2 clusters Score -2151685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2134998.250000 Penalty: 5002.768066
	Iteration 0F: 3 clusters Score -2134998 nChanged 10596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2140993.750000 Penalty: 5002.768066
	Iteration 1F: 3 clusters Score -2140994 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2141695.500000 Penalty: 5002.768066
	Iteration 2F: 3 clusters Score -2141696 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2142415.500000 Penalty: 5002.768066
	Iteration 3F: 3 clusters Score -2142416 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2143180.250000 Penalty: 5002.768066
	Iteration 4F: 3 clusters Score -2143180 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2144025.750000 Penalty: 5002.768066
	Iteration 5F: 3 clusters Score -2144026 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2144895.000000 Penalty: 5002.768066
	Iteration 6F: 3 clusters Score -2144895 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2145690.750000 Penalty: 5002.768066
	Iteration 7Q: 3 clusters Score -2145691 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2146557.250000 Penalty: 5002.768066
	Iteration 8Q: 3 clusters Score -2146557 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2147356.250000 Penalty: 5002.768066
	Iteration 9Q: 3 clusters Score -2147356 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2148071.750000 Penalty: 5002.768066
	Iteration 10Q: 3 clusters Score -2148072 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2148659.500000 Penalty: 5002.768066
	Iteration 11Q: 3 clusters Score -2148660 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2149106.250000 Penalty: 5002.768066
	Iteration 12Q: 3 clusters Score -2149106 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2149435.000000 Penalty: 5002.768066
	Iteration 13Q: 3 clusters Score -2149435 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2149652.750000 Penalty: 5002.768066
	Iteration 14Q: 3 clusters Score -2149653 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2149824.000000 Penalty: 5002.768066
	Iteration 15Q: 3 clusters Score -2149824 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2149964.000000 Penalty: 5002.768066
	Iteration 16Q: 3 clusters Score -2149964 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2150089.500000 Penalty: 5002.768066
	Iteration 17Q: 3 clusters Score -2150090 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2150205.000000 Penalty: 5002.768066
	Iteration 18Q: 3 clusters Score -2150205 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2150274.250000 Penalty: 5002.768066
	Iteration 19Q: 3 clusters Score -2150274 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2150327.750000 Penalty: 5002.768066
	Iteration 20F: 3 clusters Score -2150328 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2150359.500000 Penalty: 5002.768066
	Iteration 21Q: 3 clusters Score -2150360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2150386.750000 Penalty: 5002.768066
	Iteration 22Q: 3 clusters Score -2150387 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2150412.000000 Penalty: 5002.768066
	Iteration 23Q: 3 clusters Score -2150412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2150420.250000 Penalty: 5002.768066
	Iteration 24Q: 3 clusters Score -2150420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2150428.000000 Penalty: 5002.768066
	Iteration 25Q: 3 clusters Score -2150428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2150440.750000 Penalty: 5002.768066
	Iteration 26Q: 3 clusters Score -2150441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2150447.250000 Penalty: 5002.768066
	Iteration 27Q: 3 clusters Score -2150447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2150456.500000 Penalty: 5002.768066
	Iteration 28Q: 3 clusters Score -2150456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2150455.500000 Penalty: 5002.768066
	Iteration 29Q: 3 clusters Score -2150456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2150461.250000 Penalty: 5002.768066
	Iteration 30Q: 3 clusters Score -2150461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2150464.500000 Penalty: 5002.768066
	Iteration 31Q: 3 clusters Score -2150464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2150464.000000 Penalty: 5002.768066
	Iteration 32Q: 3 clusters Score -2150464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2150462.250000 Penalty: 5002.768066
	Iteration 33Q: 3 clusters Score -2150462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2150463.750000 Penalty: 5002.768066
	Iteration 34Q: 3 clusters Score -2150464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2150464.000000 Penalty: 5002.768066
	Iteration 35Q: 3 clusters Score -2150464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2150470.500000 Penalty: 5002.768066
	Iteration 36Q: 3 clusters Score -2150470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2150468.500000 Penalty: 5002.768066
	Iteration 37Q: 3 clusters Score -2150468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2150466.750000 Penalty: 5002.768066
	Iteration 38Q: 3 clusters Score -2150467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2150469.500000 Penalty: 5002.768066
	Iteration 39Q: 3 clusters Score -2150470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2150472.750000 Penalty: 5002.768066
	Iteration 40F: 3 clusters Score -2150473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2150475.750000 Penalty: 5002.768066
	Iteration 41Q: 3 clusters Score -2150476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2150474.750000 Penalty: 5002.768066
	Iteration 42Q: 3 clusters Score -2150475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2150476.500000 Penalty: 5002.768066
	Iteration 43Q: 3 clusters Score -2150476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2150475.250000 Penalty: 5002.768066
	Iteration 44Q: 3 clusters Score -2150475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2150476.750000 Penalty: 5002.768066
	Iteration 45Q: 3 clusters Score -2150477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2150478.250000 Penalty: 5002.768066
	Iteration 46Q: 3 clusters Score -2150478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2150481.000000 Penalty: 5002.768066
	Iteration 47Q: 3 clusters Score -2150481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2150480.250000 Penalty: 5002.768066
	Iteration 48Q: 3 clusters Score -2150480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2150481.250000 Penalty: 5002.768066
	Iteration 49Q: 3 clusters Score -2150481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2150481.250000 Penalty: 5002.768066
	Iteration 50Q: 3 clusters Score -2150481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2150483.000000 Penalty: 5002.768066
	Iteration 51Q: 3 clusters Score -2150483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2150483.000000 Penalty: 5002.768066
	Iteration 52Q: 3 clusters Score -2150483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2150483.000000 Penalty: 5002.768066
	Iteration 53Q: 3 clusters Score -2150483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2150483.000000 Penalty: 5002.768066
	Iteration 54F: 3 clusters Score -2150483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Entering Unmasked Estep 
Score: -1104221.875000 Penalty: 2323.821045
	Iteration 0F: 2 clusters Score -1104222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1095428.250000 Penalty: 4647.642090
	Iteration 0F: 3 clusters Score -1095428 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1098496.000000 Penalty: 4647.642090
	Iteration 1F: 3 clusters Score -1098496 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1099242.875000 Penalty: 4647.642090
	Iteration 2F: 3 clusters Score -1099243 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1099833.875000 Penalty: 4647.642090
	Iteration 3F: 3 clusters Score -1099834 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1100363.375000 Penalty: 4647.642090
	Iteration 4F: 3 clusters Score -1100363 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1100821.500000 Penalty: 4647.642090
	Iteration 5F: 3 clusters Score -1100822 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1101280.875000 Penalty: 4647.642090
	Iteration 6F: 3 clusters Score -1101281 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1101781.000000 Penalty: 4647.642090
	Iteration 7F: 3 clusters Score -1101781 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1102260.375000 Penalty: 4647.642090
	Iteration 8F: 3 clusters Score -1102260 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1102679.750000 Penalty: 4647.642090
	Iteration 9Q: 3 clusters Score -1102680 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1103011.125000 Penalty: 4647.642090
	Iteration 10Q: 3 clusters Score -1103011 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1103224.375000 Penalty: 4647.642090
	Iteration 11Q: 3 clusters Score -1103224 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1103362.750000 Penalty: 4647.642090
	Iteration 12Q: 3 clusters Score -1103363 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1103461.500000 Penalty: 4647.642090
	Iteration 13Q: 3 clusters Score -1103462 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1103536.250000 Penalty: 4647.642090
	Iteration 14Q: 3 clusters Score -1103536 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1103590.250000 Penalty: 4647.642090
	Iteration 15Q: 3 clusters Score -1103590 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1103626.750000 Penalty: 4647.642090
	Iteration 16Q: 3 clusters Score -1103627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1103658.000000 Penalty: 4647.642090
	Iteration 17Q: 3 clusters Score -1103658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1103671.500000 Penalty: 4647.642090
	Iteration 18Q: 3 clusters Score -1103672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1103685.750000 Penalty: 4647.642090
	Iteration 19Q: 3 clusters Score -1103686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1103694.000000 Penalty: 4647.642090
	Iteration 20F: 3 clusters Score -1103694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1103700.125000 Penalty: 4647.642090
	Iteration 21Q: 3 clusters Score -1103700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1103704.500000 Penalty: 4647.642090
	Iteration 22Q: 3 clusters Score -1103704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1103708.125000 Penalty: 4647.642090
	Iteration 23Q: 3 clusters Score -1103708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1103709.375000 Penalty: 4647.642090
	Iteration 24Q: 3 clusters Score -1103709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1103711.625000 Penalty: 4647.642090
	Iteration 25Q: 3 clusters Score -1103712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1103715.375000 Penalty: 4647.642090
	Iteration 26Q: 3 clusters Score -1103715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1103716.875000 Penalty: 4647.642090
	Iteration 27Q: 3 clusters Score -1103717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1103716.375000 Penalty: 4647.642090
	Iteration 28Q: 3 clusters Score -1103716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1103721.750000 Penalty: 4647.642090
	Iteration 29Q: 3 clusters Score -1103722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1103721.000000 Penalty: 4647.642090
	Iteration 30Q: 3 clusters Score -1103721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1103723.125000 Penalty: 4647.642090
	Iteration 31Q: 3 clusters Score -1103723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1103727.000000 Penalty: 4647.642090
	Iteration 32Q: 3 clusters Score -1103727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1103728.250000 Penalty: 4647.642090
	Iteration 33Q: 3 clusters Score -1103728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1103729.750000 Penalty: 4647.642090
	Iteration 34Q: 3 clusters Score -1103730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1103731.875000 Penalty: 4647.642090
	Iteration 35Q: 3 clusters Score -1103732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1103733.875000 Penalty: 4647.642090
	Iteration 36Q: 3 clusters Score -1103734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1103736.375000 Penalty: 4647.642090
	Iteration 37Q: 3 clusters Score -1103736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1103739.875000 Penalty: 4647.642090
	Iteration 38Q: 3 clusters Score -1103740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1103741.250000 Penalty: 4647.642090
	Iteration 39Q: 3 clusters Score -1103741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1103741.250000 Penalty: 4647.642090
	Iteration 40F: 3 clusters Score -1103741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1103741.375000 Penalty: 4647.642090
	Iteration 41Q: 3 clusters Score -1103741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1103742.000000 Penalty: 4647.642090
	Iteration 42Q: 3 clusters Score -1103742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1103741.875000 Penalty: 4647.642090
	Iteration 43Q: 3 clusters Score -1103742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1103741.625000 Penalty: 4647.642090
	Iteration 44Q: 3 clusters Score -1103742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1103741.625000 Penalty: 4647.642090
	Iteration 45F: 3 clusters Score -1103742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Entering Unmasked Estep 
Score: -2175242.500000 Penalty: 2485.065674
	Iteration 0F: 2 clusters Score -2175242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2159601.500000 Penalty: 4970.131348
	Iteration 0F: 3 clusters Score -2159602 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2164934.500000 Penalty: 4970.131348
	Iteration 1F: 3 clusters Score -2164934 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2165479.000000 Penalty: 4970.131348
	Iteration 2F: 3 clusters Score -2165479 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2166033.000000 Penalty: 4970.131348
	Iteration 3F: 3 clusters Score -2166033 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2166650.500000 Penalty: 4970.131348
	Iteration 4F: 3 clusters Score -2166650 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2167316.000000 Penalty: 4970.131348
	Iteration 5F: 3 clusters Score -2167316 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2167991.500000 Penalty: 4970.131348
	Iteration 6F: 3 clusters Score -2167992 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2168725.000000 Penalty: 4970.131348
	Iteration 7F: 3 clusters Score -2168725 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2169411.000000 Penalty: 4970.131348
	Iteration 8Q: 3 clusters Score -2169411 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2170106.000000 Penalty: 4970.131348
	Iteration 9Q: 3 clusters Score -2170106 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2170787.750000 Penalty: 4970.131348
	Iteration 10Q: 3 clusters Score -2170788 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2171370.500000 Penalty: 4970.131348
	Iteration 11Q: 3 clusters Score -2171370 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2171801.250000 Penalty: 4970.131348
	Iteration 12Q: 3 clusters Score -2171801 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2172088.250000 Penalty: 4970.131348
	Iteration 13Q: 3 clusters Score -2172088 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2172293.500000 Penalty: 4970.131348
	Iteration 14Q: 3 clusters Score -2172294 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2172475.000000 Penalty: 4970.131348
	Iteration 15Q: 3 clusters Score -2172475 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2172618.750000 Penalty: 4970.131348
	Iteration 16Q: 3 clusters Score -2172619 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2172716.250000 Penalty: 4970.131348
	Iteration 17Q: 3 clusters Score -2172716 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2172800.750000 Penalty: 4970.131348
	Iteration 18Q: 3 clusters Score -2172801 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2172872.250000 Penalty: 4970.131348
	Iteration 19Q: 3 clusters Score -2172872 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2172934.750000 Penalty: 4970.131348
	Iteration 20F: 3 clusters Score -2172935 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2173005.250000 Penalty: 4970.131348
	Iteration 21Q: 3 clusters Score -2173005 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2173040.000000 Penalty: 4970.131348
	Iteration 22Q: 3 clusters Score -2173040 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2173071.750000 Penalty: 4970.131348
	Iteration 23Q: 3 clusters Score -2173072 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2173095.750000 Penalty: 4970.131348
	Iteration 24Q: 3 clusters Score -2173096 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2173114.250000 Penalty: 4970.131348
	Iteration 25Q: 3 clusters Score -2173114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2173132.750000 Penalty: 4970.131348
	Iteration 26Q: 3 clusters Score -2173133 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2173148.750000 Penalty: 4970.131348
	Iteration 27Q: 3 clusters Score -2173149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -2173163.750000 Penalty: 4970.131348
	Iteration 28Q: 3 clusters Score -2173164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2173168.250000 Penalty: 4970.131348
	Iteration 29Q: 3 clusters Score -2173168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2173173.250000 Penalty: 4970.131348
	Iteration 30Q: 3 clusters Score -2173173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2173176.500000 Penalty: 4970.131348
	Iteration 31Q: 3 clusters Score -2173176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2173177.250000 Penalty: 4970.131348
	Iteration 32Q: 3 clusters Score -2173177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2173173.750000 Penalty: 4970.131348
	Iteration 33Q: 3 clusters Score -2173174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2173177.500000 Penalty: 4970.131348
	Iteration 34Q: 3 clusters Score -2173178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2173176.250000 Penalty: 4970.131348
	Iteration 35Q: 3 clusters Score -2173176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2173181.250000 Penalty: 4970.131348
	Iteration 36Q: 3 clusters Score -2173181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2173185.250000 Penalty: 4970.131348
	Iteration 37Q: 3 clusters Score -2173185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2173178.750000 Penalty: 4970.131348
	Iteration 38Q: 3 clusters Score -2173179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2173182.500000 Penalty: 4970.131348
	Iteration 39Q: 3 clusters Score -2173182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2173185.000000 Penalty: 4970.131348
	Iteration 40F: 3 clusters Score -2173185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2173189.500000 Penalty: 4970.131348
	Iteration 41Q: 3 clusters Score -2173190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2173191.750000 Penalty: 4970.131348
	Iteration 42Q: 3 clusters Score -2173192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2173189.750000 Penalty: 4970.131348
	Iteration 43Q: 3 clusters Score -2173190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2173191.500000 Penalty: 4970.131348
	Iteration 44Q: 3 clusters Score -2173192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2173191.500000 Penalty: 4970.131348
	Iteration 45F: 3 clusters Score -2173192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Entering Unmasked Estep 
Score: -838109.125000 Penalty: 2286.583008
	Iteration 0F: 2 clusters Score -838109.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -830414.812500 Penalty: 4573.166016
	Iteration 0F: 3 clusters Score -830414.8 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -833281.375000 Penalty: 4573.166016
	Iteration 1F: 3 clusters Score -833281.4 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -834440.000000 Penalty: 4573.166016
	Iteration 2F: 3 clusters Score -834440 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -835544.437500 Penalty: 4573.166016
	Iteration 3F: 3 clusters Score -835544.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -836274.250000 Penalty: 4573.166016
	Iteration 4F: 3 clusters Score -836274.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -836712.937500 Penalty: 4573.166016
	Iteration 5F: 3 clusters Score -836712.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -837032.687500 Penalty: 4573.166016
	Iteration 6Q: 3 clusters Score -837032.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -837246.500000 Penalty: 4573.166016
	Iteration 7Q: 3 clusters Score -837246.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -837396.062500 Penalty: 4573.166016
	Iteration 8Q: 3 clusters Score -837396.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -837506.812500 Penalty: 4573.166016
	Iteration 9Q: 3 clusters Score -837506.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -837601.625000 Penalty: 4573.166016
	Iteration 10Q: 3 clusters Score -837601.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -837680.812500 Penalty: 4573.166016
	Iteration 11Q: 3 clusters Score -837680.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -837750.125000 Penalty: 4573.166016
	Iteration 12Q: 3 clusters Score -837750.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -837816.187500 Penalty: 4573.166016
	Iteration 13Q: 3 clusters Score -837816.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -837870.312500 Penalty: 4573.166016
	Iteration 14Q: 3 clusters Score -837870.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -837910.375000 Penalty: 4573.166016
	Iteration 15Q: 3 clusters Score -837910.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -837947.562500 Penalty: 4573.166016
	Iteration 16Q: 3 clusters Score -837947.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -837976.000000 Penalty: 4573.166016
	Iteration 17Q: 3 clusters Score -837976 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -838003.875000 Penalty: 4573.166016
	Iteration 18Q: 3 clusters Score -838003.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -838031.500000 Penalty: 4573.166016
	Iteration 19Q: 3 clusters Score -838031.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -838068.812500 Penalty: 4573.166016
	Iteration 20F: 3 clusters Score -838068.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -838096.500000 Penalty: 4573.166016
	Iteration 21Q: 3 clusters Score -838096.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -838120.375000 Penalty: 4573.166016
	Iteration 22Q: 3 clusters Score -838120.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -838144.062500 Penalty: 4573.166016
	Iteration 23Q: 3 clusters Score -838144.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -838157.562500 Penalty: 4573.166016
	Iteration 24Q: 3 clusters Score -838157.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -838174.937500 Penalty: 4573.166016
	Iteration 25Q: 3 clusters Score -838174.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -838180.937500 Penalty: 4573.166016
	Iteration 26Q: 3 clusters Score -838180.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -838190.562500 Penalty: 4573.166016
	Iteration 27Q: 3 clusters Score -838190.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -838203.062500 Penalty: 4573.166016
	Iteration 28Q: 3 clusters Score -838203.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -838217.875000 Penalty: 4573.166016
	Iteration 29Q: 3 clusters Score -838217.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -838230.187500 Penalty: 4573.166016
	Iteration 30Q: 3 clusters Score -838230.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -838243.812500 Penalty: 4573.166016
	Iteration 31Q: 3 clusters Score -838243.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -838252.187500 Penalty: 4573.166016
	Iteration 32Q: 3 clusters Score -838252.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -838261.812500 Penalty: 4573.166016
	Iteration 33Q: 3 clusters Score -838261.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -838271.000000 Penalty: 4573.166016
	Iteration 34Q: 3 clusters Score -838271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -838276.437500 Penalty: 4573.166016
	Iteration 35Q: 3 clusters Score -838276.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -838285.687500 Penalty: 4573.166016
	Iteration 36Q: 3 clusters Score -838285.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -838291.875000 Penalty: 4573.166016
	Iteration 37Q: 3 clusters Score -838291.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -838304.250000 Penalty: 4573.166016
	Iteration 38Q: 3 clusters Score -838304.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -838309.500000 Penalty: 4573.166016
	Iteration 39Q: 3 clusters Score -838309.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -838318.625000 Penalty: 4573.166016
	Iteration 40F: 3 clusters Score -838318.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -838325.500000 Penalty: 4573.166016
	Iteration 41Q: 3 clusters Score -838325.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -838331.187500 Penalty: 4573.166016
	Iteration 42Q: 3 clusters Score -838331.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -838339.562500 Penalty: 4573.166016
	Iteration 43Q: 3 clusters Score -838339.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -838345.062500 Penalty: 4573.166016
	Iteration 44Q: 3 clusters Score -838345.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -838351.250000 Penalty: 4573.166016
	Iteration 45Q: 3 clusters Score -838351.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -838360.625000 Penalty: 4573.166016
	Iteration 46Q: 3 clusters Score -838360.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -838366.562500 Penalty: 4573.166016
	Iteration 47Q: 3 clusters Score -838366.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -838370.500000 Penalty: 4573.166016
	Iteration 48Q: 3 clusters Score -838370.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -838374.375000 Penalty: 4573.166016
	Iteration 49Q: 3 clusters Score -838374.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -838381.000000 Penalty: 4573.166016
	Iteration 50Q: 3 clusters Score -838381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -838382.937500 Penalty: 4573.166016
	Iteration 51Q: 3 clusters Score -838382.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -838382.500000 Penalty: 4573.166016
	Iteration 52Q: 3 clusters Score -838382.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -838385.875000 Penalty: 4573.166016
	Iteration 53Q: 3 clusters Score -838385.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -838385.937500 Penalty: 4573.166016
	Iteration 54Q: 3 clusters Score -838385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -838388.937500 Penalty: 4573.166016
	Iteration 55Q: 3 clusters Score -838388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -838389.187500 Penalty: 4573.166016
	Iteration 56Q: 3 clusters Score -838389.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -838390.750000 Penalty: 4573.166016
	Iteration 57Q: 3 clusters Score -838390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -838391.437500 Penalty: 4573.166016
	Iteration 58Q: 3 clusters Score -838391.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -838390.937500 Penalty: 4573.166016
	Iteration 59Q: 3 clusters Score -838390.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -838390.875000 Penalty: 4573.166016
	Iteration 60F: 3 clusters Score -838390.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22481 members 
Mstep: Class 4 contains 1709 members 
Mstep: Class 5 contains 15211 members 
Mstep: Class 6 contains 101309 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223516 members 
Mstep: Class 9 contains 97304 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306078 members 
Mstep: Class 15 contains 217732 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 13091 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6872 members 
Mstep: Class 20 contains 63048 members 
Mstep: Class 21 contains 127946 members 
Mstep: Class 22 contains 6147 members 
Mstep: Class 23 contains 15532 members 
Mstep: Class 24 contains 227960 members 
Mstep: Class 25 contains 13074 members 
Mstep: Class 26 contains 9738 members 
Mstep: Class 27 contains 15958 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 11389 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16827 members 
Mstep: Class 32 contains 6829 members 
Mstep: Class 33 contains 16449 members 
Mstep: Class 34 contains 8389 members 
Entering Unmasked Estep 
Score: -157704912.000000 Penalty: 120826.726562
Splitting cluster 4 changes total score from -157706160.000000 to -157704912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (15211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Entering Unmasked Estep 
Score: -1485426.500000 Penalty: 2388.184082
	Iteration 0F: 2 clusters Score -1485426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1474507.750000 Penalty: 4776.368164
	Iteration 0F: 3 clusters Score -1474508 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1477889.000000 Penalty: 4776.368164
	Iteration 1F: 3 clusters Score -1477889 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1478273.125000 Penalty: 4776.368164
	Iteration 2F: 3 clusters Score -1478273 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1478594.000000 Penalty: 4776.368164
	Iteration 3F: 3 clusters Score -1478594 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1478906.000000 Penalty: 4776.368164
	Iteration 4Q: 3 clusters Score -1478906 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1479225.375000 Penalty: 4776.368164
	Iteration 5Q: 3 clusters Score -1479225 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1479556.750000 Penalty: 4776.368164
	Iteration 6Q: 3 clusters Score -1479557 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1479892.750000 Penalty: 4776.368164
	Iteration 7Q: 3 clusters Score -1479893 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1480278.625000 Penalty: 4776.368164
	Iteration 8Q: 3 clusters Score -1480279 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1480715.250000 Penalty: 4776.368164
	Iteration 9Q: 3 clusters Score -1480715 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1481165.625000 Penalty: 4776.368164
	Iteration 10Q: 3 clusters Score -1481166 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1481554.875000 Penalty: 4776.368164
	Iteration 11Q: 3 clusters Score -1481555 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1481874.375000 Penalty: 4776.368164
	Iteration 12Q: 3 clusters Score -1481874 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1482169.000000 Penalty: 4776.368164
	Iteration 13Q: 3 clusters Score -1482169 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1482404.750000 Penalty: 4776.368164
	Iteration 14Q: 3 clusters Score -1482405 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1482552.250000 Penalty: 4776.368164
	Iteration 15Q: 3 clusters Score -1482552 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1482673.000000 Penalty: 4776.368164
	Iteration 16Q: 3 clusters Score -1482673 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1482769.750000 Penalty: 4776.368164
	Iteration 17Q: 3 clusters Score -1482770 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1482830.750000 Penalty: 4776.368164
	Iteration 18Q: 3 clusters Score -1482831 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1482875.000000 Penalty: 4776.368164
	Iteration 19Q: 3 clusters Score -1482875 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1482914.375000 Penalty: 4776.368164
	Iteration 20F: 3 clusters Score -1482914 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1482956.750000 Penalty: 4776.368164
	Iteration 21Q: 3 clusters Score -1482957 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1482998.250000 Penalty: 4776.368164
	Iteration 22Q: 3 clusters Score -1482998 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1483038.000000 Penalty: 4776.368164
	Iteration 23Q: 3 clusters Score -1483038 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1483077.375000 Penalty: 4776.368164
	Iteration 24Q: 3 clusters Score -1483077 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1483119.375000 Penalty: 4776.368164
	Iteration 25Q: 3 clusters Score -1483119 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1483148.750000 Penalty: 4776.368164
	Iteration 26Q: 3 clusters Score -1483149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1483177.125000 Penalty: 4776.368164
	Iteration 27Q: 3 clusters Score -1483177 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1483210.375000 Penalty: 4776.368164
	Iteration 28Q: 3 clusters Score -1483210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1483239.625000 Penalty: 4776.368164
	Iteration 29Q: 3 clusters Score -1483240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1483255.500000 Penalty: 4776.368164
	Iteration 30Q: 3 clusters Score -1483256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1483270.875000 Penalty: 4776.368164
	Iteration 31Q: 3 clusters Score -1483271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1483279.875000 Penalty: 4776.368164
	Iteration 32Q: 3 clusters Score -1483280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1483288.500000 Penalty: 4776.368164
	Iteration 33Q: 3 clusters Score -1483288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1483296.250000 Penalty: 4776.368164
	Iteration 34Q: 3 clusters Score -1483296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1483295.625000 Penalty: 4776.368164
	Iteration 35Q: 3 clusters Score -1483296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1483296.750000 Penalty: 4776.368164
	Iteration 36Q: 3 clusters Score -1483297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1483296.375000 Penalty: 4776.368164
	Iteration 37Q: 3 clusters Score -1483296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1483297.625000 Penalty: 4776.368164
	Iteration 38Q: 3 clusters Score -1483298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1483298.000000 Penalty: 4776.368164
	Iteration 39Q: 3 clusters Score -1483298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1483299.875000 Penalty: 4776.368164
	Iteration 40F: 3 clusters Score -1483300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1483300.125000 Penalty: 4776.368164
	Iteration 41Q: 3 clusters Score -1483300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1483300.250000 Penalty: 4776.368164
	Iteration 42Q: 3 clusters Score -1483300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1483299.500000 Penalty: 4776.368164
	Iteration 43Q: 3 clusters Score -1483300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1483300.125000 Penalty: 4776.368164
	Iteration 44Q: 3 clusters Score -1483300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1483300.125000 Penalty: 4776.368164
	Iteration 45F: 3 clusters Score -1483300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101309 members 
Entering Unmasked Estep 
Score: -9994135.000000 Penalty: 2858.430664
	Iteration 0F: 2 clusters Score -9994135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -9926316.000000 Penalty: 5716.861328
	Iteration 0F: 3 clusters Score -9926316 nChanged 47823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -9953535.000000 Penalty: 5716.861328
	Iteration 1F: 3 clusters Score -9953535 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -9954573.000000 Penalty: 5716.861328
	Iteration 2Q: 3 clusters Score -9954573 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 58665 members 
Entering Unmasked Estep 
Score: -9955970.000000 Penalty: 5716.861328
	Iteration 3Q: 3 clusters Score -9955970 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -9958243.000000 Penalty: 5716.861328
	Iteration 4F: 3 clusters Score -9958243 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -9962502.000000 Penalty: 5716.861328
	Iteration 5F: 3 clusters Score -9962502 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 77916 members 
Entering Unmasked Estep 
Score: -9969255.000000 Penalty: 5716.861328
	Iteration 6F: 3 clusters Score -9969255 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 86710 members 
Entering Unmasked Estep 
Score: -9977557.000000 Penalty: 5716.861328
	Iteration 7F: 3 clusters Score -9977557 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 93798 members 
Entering Unmasked Estep 
Score: -9984584.000000 Penalty: 5716.861328
	Iteration 8F: 3 clusters Score -9984584 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 97942 members 
Entering Unmasked Estep 
Score: -9988538.000000 Penalty: 5716.861328
	Iteration 9Q: 3 clusters Score -9988538 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 99875 members 
Entering Unmasked Estep 
Score: -9990332.000000 Penalty: 5716.861328
	Iteration 10Q: 3 clusters Score -9990332 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 100599 members 
Entering Unmasked Estep 
Score: -9991087.000000 Penalty: 5716.861328
	Iteration 11Q: 3 clusters Score -9991087 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -9991351.000000 Penalty: 5716.861328
	Iteration 12Q: 3 clusters Score -9991351 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 100926 members 
Entering Unmasked Estep 
Score: -9991464.000000 Penalty: 5716.861328
	Iteration 13Q: 3 clusters Score -9991464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 100963 members 
Entering Unmasked Estep 
Score: -9991515.000000 Penalty: 5716.861328
	Iteration 14Q: 3 clusters Score -9991515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 100979 members 
Entering Unmasked Estep 
Score: -9991543.000000 Penalty: 5716.861328
	Iteration 15Q: 3 clusters Score -9991543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 100992 members 
Entering Unmasked Estep 
Score: -9991562.000000 Penalty: 5716.861328
	Iteration 16Q: 3 clusters Score -9991562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 100999 members 
Entering Unmasked Estep 
Score: -9991574.000000 Penalty: 5716.861328
	Iteration 17Q: 3 clusters Score -9991574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 101007 members 
Entering Unmasked Estep 
Score: -9991575.000000 Penalty: 5716.861328
	Iteration 18Q: 3 clusters Score -9991575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 101010 members 
Entering Unmasked Estep 
Score: -9991588.000000 Penalty: 5716.861328
	Iteration 19Q: 3 clusters Score -9991588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 101011 members 
Entering Unmasked Estep 
Score: -9991594.000000 Penalty: 5716.861328
	Iteration 20F: 3 clusters Score -9991594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 101013 members 
Entering Unmasked Estep 
Score: -9991599.000000 Penalty: 5716.861328
	Iteration 21Q: 3 clusters Score -9991599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 101014 members 
Entering Unmasked Estep 
Score: -9991608.000000 Penalty: 5716.861328
	Iteration 22Q: 3 clusters Score -9991608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
Score: -9991613.000000 Penalty: 5716.861328
	Iteration 23Q: 3 clusters Score -9991613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 101016 members 
Entering Unmasked Estep 
Score: -9991622.000000 Penalty: 5716.861328
	Iteration 24Q: 3 clusters Score -9991622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -9991624.000000 Penalty: 5716.861328
	Iteration 25Q: 3 clusters Score -9991624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -9991627.000000 Penalty: 5716.861328
	Iteration 26Q: 3 clusters Score -9991627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 101016 members 
Entering Unmasked Estep 
Score: -9991624.000000 Penalty: 5716.861328
	Iteration 27Q: 3 clusters Score -9991624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
Score: -9991623.000000 Penalty: 5716.861328
	Iteration 28Q: 3 clusters Score -9991623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 101018 members 
Entering Unmasked Estep 
Score: -9991623.000000 Penalty: 5716.861328
	Iteration 29Q: 3 clusters Score -9991623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 101018 members 
Entering Unmasked Estep 
Score: -9991623.000000 Penalty: 5716.861328
	Iteration 30F: 3 clusters Score -9991623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Entering Unmasked Estep 
Score: -760318.562500 Penalty: 2235.884521
	Iteration 0F: 2 clusters Score -760318.6 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 4134 members 
Entering Unmasked Estep 
Score: -753755.562500 Penalty: 4471.769043
	Iteration 0F: 3 clusters Score -753755.6 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -755612.812500 Penalty: 4471.769043
	Iteration 1F: 3 clusters Score -755612.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -755949.687500 Penalty: 4471.769043
	Iteration 2F: 3 clusters Score -755949.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -756206.187500 Penalty: 4471.769043
	Iteration 3F: 3 clusters Score -756206.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -756430.812500 Penalty: 4471.769043
	Iteration 4Q: 3 clusters Score -756430.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -756626.875000 Penalty: 4471.769043
	Iteration 5Q: 3 clusters Score -756626.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -756805.812500 Penalty: 4471.769043
	Iteration 6Q: 3 clusters Score -756805.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -756979.875000 Penalty: 4471.769043
	Iteration 7Q: 3 clusters Score -756979.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -757145.500000 Penalty: 4471.769043
	Iteration 8Q: 3 clusters Score -757145.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -757357.312500 Penalty: 4471.769043
	Iteration 9Q: 3 clusters Score -757357.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -757592.375000 Penalty: 4471.769043
	Iteration 10Q: 3 clusters Score -757592.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -757858.875000 Penalty: 4471.769043
	Iteration 11Q: 3 clusters Score -757858.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -758123.875000 Penalty: 4471.769043
	Iteration 12Q: 3 clusters Score -758123.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -758382.125000 Penalty: 4471.769043
	Iteration 13Q: 3 clusters Score -758382.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -758605.562500 Penalty: 4471.769043
	Iteration 14Q: 3 clusters Score -758605.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -758792.937500 Penalty: 4471.769043
	Iteration 15Q: 3 clusters Score -758792.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -758898.500000 Penalty: 4471.769043
	Iteration 16Q: 3 clusters Score -758898.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -758944.187500 Penalty: 4471.769043
	Iteration 17Q: 3 clusters Score -758944.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -758963.062500 Penalty: 4471.769043
	Iteration 18Q: 3 clusters Score -758963.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -758972.875000 Penalty: 4471.769043
	Iteration 19Q: 3 clusters Score -758972.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -758978.187500 Penalty: 4471.769043
	Iteration 20F: 3 clusters Score -758978.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -758982.812500 Penalty: 4471.769043
	Iteration 21Q: 3 clusters Score -758982.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -758982.437500 Penalty: 4471.769043
	Iteration 22Q: 3 clusters Score -758982.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -758986.687500 Penalty: 4471.769043
	Iteration 23Q: 3 clusters Score -758986.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -758989.250000 Penalty: 4471.769043
	Iteration 24Q: 3 clusters Score -758989.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -758990.500000 Penalty: 4471.769043
	Iteration 25Q: 3 clusters Score -758990.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -758991.750000 Penalty: 4471.769043
	Iteration 26Q: 3 clusters Score -758991.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -758991.562500 Penalty: 4471.769043
	Iteration 27Q: 3 clusters Score -758991.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -758992.250000 Penalty: 4471.769043
	Iteration 28Q: 3 clusters Score -758992.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -758994.500000 Penalty: 4471.769043
	Iteration 29Q: 3 clusters Score -758994.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -758994.375000 Penalty: 4471.769043
	Iteration 30Q: 3 clusters Score -758994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -758996.125000 Penalty: 4471.769043
	Iteration 31Q: 3 clusters Score -758996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -758996.562500 Penalty: 4471.769043
	Iteration 32Q: 3 clusters Score -758996.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -758996.250000 Penalty: 4471.769043
	Iteration 33Q: 3 clusters Score -758996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -758996.250000 Penalty: 4471.769043
	Iteration 34Q: 3 clusters Score -758996.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -758996.812500 Penalty: 4471.769043
	Iteration 35Q: 3 clusters Score -758996.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -758996.812500 Penalty: 4471.769043
	Iteration 36F: 3 clusters Score -758996.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (223516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223516 members 
Entering Unmasked Estep 
Score: -21982790.000000 Penalty: 3054.675049
	Iteration 0F: 2 clusters Score -2.198279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111368 members 
Mstep: Class 2 contains 112148 members 
Entering Unmasked Estep 
Score: -21834568.000000 Penalty: 6109.350098
	Iteration 0F: 3 clusters Score -2.183457e+07 nChanged 107576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104544 members 
Mstep: Class 2 contains 118972 members 
Entering Unmasked Estep 
Score: -21897568.000000 Penalty: 6109.350098
	Iteration 1F: 3 clusters Score -2.189757e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100481 members 
Mstep: Class 2 contains 123035 members 
Entering Unmasked Estep 
Score: -21899248.000000 Penalty: 6109.350098
	Iteration 2Q: 3 clusters Score -2.189925e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 129338 members 
Entering Unmasked Estep 
Score: -21902046.000000 Penalty: 6109.350098
	Iteration 3Q: 3 clusters Score -2.190205e+07 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 138937 members 
Entering Unmasked Estep 
Score: -21907000.000000 Penalty: 6109.350098
	Iteration 4Q: 3 clusters Score -2.1907e+07 nChanged 14294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70621 members 
Mstep: Class 2 contains 152895 members 
Entering Unmasked Estep 
Score: -21916544.000000 Penalty: 6109.350098
	Iteration 5F: 3 clusters Score -2.191654e+07 nChanged 18287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 171120 members 
Entering Unmasked Estep 
Score: -21931394.000000 Penalty: 6109.350098
	Iteration 6F: 3 clusters Score -2.193139e+07 nChanged 20082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 191182 members 
Entering Unmasked Estep 
Score: -21950214.000000 Penalty: 6109.350098
	Iteration 7F: 3 clusters Score -2.195021e+07 nChanged 16523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 207705 members 
Entering Unmasked Estep 
Score: -21965846.000000 Penalty: 6109.350098
	Iteration 8F: 3 clusters Score -2.196585e+07 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 217103 members 
Entering Unmasked Estep 
Score: -21974526.000000 Penalty: 6109.350098
	Iteration 9Q: 3 clusters Score -2.197453e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 221078 members 
Entering Unmasked Estep 
Score: -21977940.000000 Penalty: 6109.350098
	Iteration 10Q: 3 clusters Score -2.197794e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 222508 members 
Entering Unmasked Estep 
Score: -21979246.000000 Penalty: 6109.350098
	Iteration 11Q: 3 clusters Score -2.197925e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 222931 members 
Entering Unmasked Estep 
Score: -21979648.000000 Penalty: 6109.350098
	Iteration 12Q: 3 clusters Score -2.197965e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 223071 members 
Entering Unmasked Estep 
Score: -21979894.000000 Penalty: 6109.350098
	Iteration 13Q: 3 clusters Score -2.197989e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 223125 members 
Entering Unmasked Estep 
Score: -21979998.000000 Penalty: 6109.350098
	Iteration 14Q: 3 clusters Score -2.198e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 223153 members 
Entering Unmasked Estep 
Score: -21980020.000000 Penalty: 6109.350098
	Iteration 15Q: 3 clusters Score -2.198002e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 223171 members 
Entering Unmasked Estep 
Score: -21980078.000000 Penalty: 6109.350098
	Iteration 16Q: 3 clusters Score -2.198008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 223178 members 
Entering Unmasked Estep 
Score: -21980082.000000 Penalty: 6109.350098
	Iteration 17Q: 3 clusters Score -2.198008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 223180 members 
Entering Unmasked Estep 
Score: -21980100.000000 Penalty: 6109.350098
	Iteration 18Q: 3 clusters Score -2.19801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 223180 members 
Entering Unmasked Estep 
Score: -21980106.000000 Penalty: 6109.350098
	Iteration 19Q: 3 clusters Score -2.198011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 223186 members 
Entering Unmasked Estep 
Score: -21980116.000000 Penalty: 6109.350098
	Iteration 20F: 3 clusters Score -2.198012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 223193 members 
Entering Unmasked Estep 
Score: -21980126.000000 Penalty: 6109.350098
	Iteration 21Q: 3 clusters Score -2.198013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 223195 members 
Entering Unmasked Estep 
Score: -21980136.000000 Penalty: 6109.350098
	Iteration 22Q: 3 clusters Score -2.198014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 223198 members 
Entering Unmasked Estep 
Score: -21980142.000000 Penalty: 6109.350098
	Iteration 23Q: 3 clusters Score -2.198014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 223199 members 
Entering Unmasked Estep 
Score: -21980142.000000 Penalty: 6109.350098
	Iteration 24Q: 3 clusters Score -2.198014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 223204 members 
Entering Unmasked Estep 
Score: -21980158.000000 Penalty: 6109.350098
	Iteration 25Q: 3 clusters Score -2.198016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 223207 members 
Entering Unmasked Estep 
Score: -21980158.000000 Penalty: 6109.350098
	Iteration 26Q: 3 clusters Score -2.198016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 223208 members 
Entering Unmasked Estep 
Score: -21980164.000000 Penalty: 6109.350098
	Iteration 27Q: 3 clusters Score -2.198016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 223207 members 
Entering Unmasked Estep 
Score: -21980154.000000 Penalty: 6109.350098
	Iteration 28Q: 3 clusters Score -2.198015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 223209 members 
Entering Unmasked Estep 
Score: -21980160.000000 Penalty: 6109.350098
	Iteration 29Q: 3 clusters Score -2.198016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 223210 members 
Entering Unmasked Estep 
Score: -21980158.000000 Penalty: 6109.350098
	Iteration 30Q: 3 clusters Score -2.198016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 223210 members 
Entering Unmasked Estep 
Score: -21980164.000000 Penalty: 6109.350098
	Iteration 31Q: 3 clusters Score -2.198016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 223211 members 
Entering Unmasked Estep 
Score: -21980164.000000 Penalty: 6109.350098
	Iteration 32Q: 3 clusters Score -2.198016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 223211 members 
Entering Unmasked Estep 
Score: -21980164.000000 Penalty: 6109.350098
	Iteration 33Q: 3 clusters Score -2.198016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 223210 members 
Entering Unmasked Estep 
Score: -21980176.000000 Penalty: 6109.350098
	Iteration 34Q: 3 clusters Score -2.198018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 223210 members 
Entering Unmasked Estep 
Score: -21980164.000000 Penalty: 6109.350098
	Iteration 35Q: 3 clusters Score -2.198016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 223210 members 
Entering Unmasked Estep 
Score: -21980164.000000 Penalty: 6109.350098
	Iteration 36F: 3 clusters Score -2.198016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (97304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97304 members 
Entering Unmasked Estep 
Score: -9382527.000000 Penalty: 2848.427734
	Iteration 0F: 2 clusters Score -9382527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -9317345.000000 Penalty: 5696.855469
	Iteration 0F: 3 clusters Score -9317345 nChanged 46042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -9343382.000000 Penalty: 5696.855469
	Iteration 1F: 3 clusters Score -9343382 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -9344231.000000 Penalty: 5696.855469
	Iteration 2Q: 3 clusters Score -9344231 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -9345437.000000 Penalty: 5696.855469
	Iteration 3Q: 3 clusters Score -9345437 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -9347208.000000 Penalty: 5696.855469
	Iteration 4Q: 3 clusters Score -9347208 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -9349879.000000 Penalty: 5696.855469
	Iteration 5F: 3 clusters Score -9349879 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -9354297.000000 Penalty: 5696.855469
	Iteration 6F: 3 clusters Score -9354297 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 67715 members 
Entering Unmasked Estep 
Score: -9360437.000000 Penalty: 5696.855469
	Iteration 7F: 3 clusters Score -9360437 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -9368221.000000 Penalty: 5696.855469
	Iteration 8F: 3 clusters Score -9368221 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -9376093.000000 Penalty: 5696.855469
	Iteration 9F: 3 clusters Score -9376093 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 79317 members 
Entering Unmasked Estep 
Score: -9380628.000000 Penalty: 5696.855469
	Iteration 10Q: 3 clusters Score -9380628 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 80281 members 
Entering Unmasked Estep 
Score: -9382109.000000 Penalty: 5696.855469
	Iteration 11Q: 3 clusters Score -9382109 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -9382621.000000 Penalty: 5696.855469
	Iteration 12Q: 3 clusters Score -9382621 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 81355 members 
Entering Unmasked Estep 
Score: -9382889.000000 Penalty: 5696.855469
	Iteration 13Q: 3 clusters Score -9382889 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 81741 members 
Entering Unmasked Estep 
Score: -9383010.000000 Penalty: 5696.855469
	Iteration 14Q: 3 clusters Score -9383010 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 82040 members 
Entering Unmasked Estep 
Score: -9383052.000000 Penalty: 5696.855469
	Iteration 15Q: 3 clusters Score -9383052 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 82316 members 
Entering Unmasked Estep 
Score: -9383113.000000 Penalty: 5696.855469
	Iteration 16Q: 3 clusters Score -9383113 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 82555 members 
Entering Unmasked Estep 
Score: -9383138.000000 Penalty: 5696.855469
	Iteration 17Q: 3 clusters Score -9383138 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 82765 members 
Entering Unmasked Estep 
Score: -9383150.000000 Penalty: 5696.855469
	Iteration 18Q: 3 clusters Score -9383150 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 82967 members 
Entering Unmasked Estep 
Score: -9383165.000000 Penalty: 5696.855469
	Iteration 19Q: 3 clusters Score -9383165 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -9383173.000000 Penalty: 5696.855469
	Iteration 20F: 3 clusters Score -9383173 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 83324 members 
Entering Unmasked Estep 
Score: -9383187.000000 Penalty: 5696.855469
	Iteration 21Q: 3 clusters Score -9383187 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 83473 members 
Entering Unmasked Estep 
Score: -9383202.000000 Penalty: 5696.855469
	Iteration 22Q: 3 clusters Score -9383202 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 83617 members 
Entering Unmasked Estep 
Score: -9383245.000000 Penalty: 5696.855469
	Iteration 23Q: 3 clusters Score -9383245 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 83741 members 
Entering Unmasked Estep 
Score: -9383285.000000 Penalty: 5696.855469
	Iteration 24Q: 3 clusters Score -9383285 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 83855 members 
Entering Unmasked Estep 
Score: -9383289.000000 Penalty: 5696.855469
	Iteration 25Q: 3 clusters Score -9383289 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -9383268.000000 Penalty: 5696.855469
	Iteration 26Q: 3 clusters Score -9383268 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 84050 members 
Entering Unmasked Estep 
Score: -9383258.000000 Penalty: 5696.855469
	Iteration 27Q: 3 clusters Score -9383258 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 84121 members 
Entering Unmasked Estep 
Score: -9383278.000000 Penalty: 5696.855469
	Iteration 28Q: 3 clusters Score -9383278 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 84175 members 
Entering Unmasked Estep 
Score: -9383280.000000 Penalty: 5696.855469
	Iteration 29Q: 3 clusters Score -9383280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 84227 members 
Entering Unmasked Estep 
Score: -9383293.000000 Penalty: 5696.855469
	Iteration 30Q: 3 clusters Score -9383293 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 84273 members 
Entering Unmasked Estep 
Score: -9383300.000000 Penalty: 5696.855469
	Iteration 31Q: 3 clusters Score -9383300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 84301 members 
Entering Unmasked Estep 
Score: -9383297.000000 Penalty: 5696.855469
	Iteration 32Q: 3 clusters Score -9383297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 84330 members 
Entering Unmasked Estep 
Score: -9383288.000000 Penalty: 5696.855469
	Iteration 33Q: 3 clusters Score -9383288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 84358 members 
Entering Unmasked Estep 
Score: -9383294.000000 Penalty: 5696.855469
	Iteration 34Q: 3 clusters Score -9383294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 84391 members 
Entering Unmasked Estep 
Score: -9383283.000000 Penalty: 5696.855469
	Iteration 35Q: 3 clusters Score -9383283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -9383297.000000 Penalty: 5696.855469
	Iteration 36Q: 3 clusters Score -9383297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 84445 members 
Entering Unmasked Estep 
Score: -9383291.000000 Penalty: 5696.855469
	Iteration 37Q: 3 clusters Score -9383291 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 84480 members 
Entering Unmasked Estep 
Score: -9383286.000000 Penalty: 5696.855469
	Iteration 38Q: 3 clusters Score -9383286 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 84522 members 
Entering Unmasked Estep 
Score: -9383296.000000 Penalty: 5696.855469
	Iteration 39Q: 3 clusters Score -9383296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 84557 members 
Entering Unmasked Estep 
Score: -9383284.000000 Penalty: 5696.855469
	Iteration 40F: 3 clusters Score -9383284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -9383289.000000 Penalty: 5696.855469
	Iteration 41Q: 3 clusters Score -9383289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 84612 members 
Entering Unmasked Estep 
Score: -9383295.000000 Penalty: 5696.855469
	Iteration 42Q: 3 clusters Score -9383295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 84638 members 
Entering Unmasked Estep 
Score: -9383283.000000 Penalty: 5696.855469
	Iteration 43Q: 3 clusters Score -9383283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 84667 members 
Entering Unmasked Estep 
Score: -9383283.000000 Penalty: 5696.855469
	Iteration 44Q: 3 clusters Score -9383283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 84693 members 
Entering Unmasked Estep 
Score: -9383291.000000 Penalty: 5696.855469
	Iteration 45Q: 3 clusters Score -9383291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 84718 members 
Entering Unmasked Estep 
Score: -9383297.000000 Penalty: 5696.855469
	Iteration 46Q: 3 clusters Score -9383297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 84743 members 
Entering Unmasked Estep 
Score: -9383294.000000 Penalty: 5696.855469
	Iteration 47Q: 3 clusters Score -9383294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 84777 members 
Entering Unmasked Estep 
Score: -9383295.000000 Penalty: 5696.855469
	Iteration 48Q: 3 clusters Score -9383295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 84803 members 
Entering Unmasked Estep 
Score: -9383294.000000 Penalty: 5696.855469
	Iteration 49Q: 3 clusters Score -9383294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 84828 members 
Entering Unmasked Estep 
Score: -9383278.000000 Penalty: 5696.855469
	Iteration 50Q: 3 clusters Score -9383278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 84851 members 
Entering Unmasked Estep 
Score: -9383283.000000 Penalty: 5696.855469
	Iteration 51Q: 3 clusters Score -9383283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 84869 members 
Entering Unmasked Estep 
Score: -9383286.000000 Penalty: 5696.855469
	Iteration 52Q: 3 clusters Score -9383286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 84883 members 
Entering Unmasked Estep 
Score: -9383297.000000 Penalty: 5696.855469
	Iteration 53Q: 3 clusters Score -9383297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 84895 members 
Entering Unmasked Estep 
Score: -9383285.000000 Penalty: 5696.855469
	Iteration 54Q: 3 clusters Score -9383285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 84911 members 
Entering Unmasked Estep 
Score: -9383288.000000 Penalty: 5696.855469
	Iteration 55Q: 3 clusters Score -9383288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 84921 members 
Entering Unmasked Estep 
Score: -9383282.000000 Penalty: 5696.855469
	Iteration 56Q: 3 clusters Score -9383282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 84932 members 
Entering Unmasked Estep 
Score: -9383270.000000 Penalty: 5696.855469
	Iteration 57Q: 3 clusters Score -9383270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 84940 members 
Entering Unmasked Estep 
Score: -9383271.000000 Penalty: 5696.855469
	Iteration 58Q: 3 clusters Score -9383271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 84953 members 
Entering Unmasked Estep 
Score: -9383277.000000 Penalty: 5696.855469
	Iteration 59Q: 3 clusters Score -9383277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 84972 members 
Entering Unmasked Estep 
Score: -9383286.000000 Penalty: 5696.855469
	Iteration 60F: 3 clusters Score -9383286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 84989 members 
Entering Unmasked Estep 
Score: -9383285.000000 Penalty: 5696.855469
	Iteration 61Q: 3 clusters Score -9383285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 85001 members 
Entering Unmasked Estep 
Score: -9383280.000000 Penalty: 5696.855469
	Iteration 62Q: 3 clusters Score -9383280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 85011 members 
Entering Unmasked Estep 
Score: -9383288.000000 Penalty: 5696.855469
	Iteration 63Q: 3 clusters Score -9383288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 85024 members 
Entering Unmasked Estep 
Score: -9383281.000000 Penalty: 5696.855469
	Iteration 64Q: 3 clusters Score -9383281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 85033 members 
Entering Unmasked Estep 
Score: -9383288.000000 Penalty: 5696.855469
	Iteration 65Q: 3 clusters Score -9383288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 85040 members 
Entering Unmasked Estep 
Score: -9383289.000000 Penalty: 5696.855469
	Iteration 66Q: 3 clusters Score -9383289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 85049 members 
Entering Unmasked Estep 
Score: -9383278.000000 Penalty: 5696.855469
	Iteration 67Q: 3 clusters Score -9383278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 85055 members 
Entering Unmasked Estep 
Score: -9383280.000000 Penalty: 5696.855469
	Iteration 68Q: 3 clusters Score -9383280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 85060 members 
Entering Unmasked Estep 
Score: -9383284.000000 Penalty: 5696.855469
	Iteration 69Q: 3 clusters Score -9383284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 85064 members 
Entering Unmasked Estep 
Score: -9383287.000000 Penalty: 5696.855469
	Iteration 70Q: 3 clusters Score -9383287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -9383282.000000 Penalty: 5696.855469
	Iteration 71Q: 3 clusters Score -9383282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 85071 members 
Entering Unmasked Estep 
Score: -9383288.000000 Penalty: 5696.855469
	Iteration 72Q: 3 clusters Score -9383288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -9383288.000000 Penalty: 5696.855469
	Iteration 73Q: 3 clusters Score -9383288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -9383283.000000 Penalty: 5696.855469
	Iteration 74Q: 3 clusters Score -9383283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 85083 members 
Entering Unmasked Estep 
Score: -9383279.000000 Penalty: 5696.855469
	Iteration 75Q: 3 clusters Score -9383279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -9383270.000000 Penalty: 5696.855469
	Iteration 76Q: 3 clusters Score -9383270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 85087 members 
Entering Unmasked Estep 
Score: -9383273.000000 Penalty: 5696.855469
	Iteration 77Q: 3 clusters Score -9383273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 85089 members 
Entering Unmasked Estep 
Score: -9383270.000000 Penalty: 5696.855469
	Iteration 78Q: 3 clusters Score -9383270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
Score: -9383276.000000 Penalty: 5696.855469
	Iteration 79Q: 3 clusters Score -9383276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 85095 members 
Entering Unmasked Estep 
Score: -9383276.000000 Penalty: 5696.855469
	Iteration 80F: 3 clusters Score -9383276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 85098 members 
Entering Unmasked Estep 
Score: -9383273.000000 Penalty: 5696.855469
	Iteration 81Q: 3 clusters Score -9383273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 85101 members 
Entering Unmasked Estep 
Score: -9383274.000000 Penalty: 5696.855469
	Iteration 82Q: 3 clusters Score -9383274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 85103 members 
Entering Unmasked Estep 
Score: -9383274.000000 Penalty: 5696.855469
	Iteration 83Q: 3 clusters Score -9383274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 85103 members 
Entering Unmasked Estep 
Score: -9383274.000000 Penalty: 5696.855469
	Iteration 84F: 3 clusters Score -9383274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22481 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 15211 members 
Mstep: Class 6 contains 101309 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223516 members 
Mstep: Class 9 contains 12201 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306078 members 
Mstep: Class 15 contains 217732 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 13091 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6872 members 
Mstep: Class 20 contains 63048 members 
Mstep: Class 21 contains 127946 members 
Mstep: Class 22 contains 6147 members 
Mstep: Class 23 contains 15532 members 
Mstep: Class 24 contains 227960 members 
Mstep: Class 25 contains 13074 members 
Mstep: Class 26 contains 9738 members 
Mstep: Class 27 contains 15958 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 11389 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16827 members 
Mstep: Class 32 contains 6829 members 
Mstep: Class 33 contains 16449 members 
Mstep: Class 34 contains 85103 members 
Entering Unmasked Estep 
Score: -157705776.000000 Penalty: 120826.726562
Splitting cluster 9 changes total score from -157706160.000000 to -157705776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (12300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Entering Unmasked Estep 
Score: -1140591.875000 Penalty: 2335.503906
	Iteration 0F: 2 clusters Score -1140592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1131433.625000 Penalty: 4671.007812
	Iteration 0F: 3 clusters Score -1131434 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1134360.750000 Penalty: 4671.007812
	Iteration 1F: 3 clusters Score -1134361 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1134823.625000 Penalty: 4671.007812
	Iteration 2F: 3 clusters Score -1134824 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1135208.875000 Penalty: 4671.007812
	Iteration 3F: 3 clusters Score -1135209 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1135541.625000 Penalty: 4671.007812
	Iteration 4Q: 3 clusters Score -1135542 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1135885.250000 Penalty: 4671.007812
	Iteration 5Q: 3 clusters Score -1135885 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1136223.625000 Penalty: 4671.007812
	Iteration 6Q: 3 clusters Score -1136224 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1136528.500000 Penalty: 4671.007812
	Iteration 7Q: 3 clusters Score -1136528 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1136781.625000 Penalty: 4671.007812
	Iteration 8Q: 3 clusters Score -1136782 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1137045.625000 Penalty: 4671.007812
	Iteration 9Q: 3 clusters Score -1137046 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1137363.750000 Penalty: 4671.007812
	Iteration 10Q: 3 clusters Score -1137364 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1137683.125000 Penalty: 4671.007812
	Iteration 11Q: 3 clusters Score -1137683 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1137953.250000 Penalty: 4671.007812
	Iteration 12Q: 3 clusters Score -1137953 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1138158.500000 Penalty: 4671.007812
	Iteration 13Q: 3 clusters Score -1138158 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1138305.250000 Penalty: 4671.007812
	Iteration 14Q: 3 clusters Score -1138305 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1138424.875000 Penalty: 4671.007812
	Iteration 15Q: 3 clusters Score -1138425 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1138524.750000 Penalty: 4671.007812
	Iteration 16Q: 3 clusters Score -1138525 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1138595.875000 Penalty: 4671.007812
	Iteration 17Q: 3 clusters Score -1138596 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1138645.500000 Penalty: 4671.007812
	Iteration 18Q: 3 clusters Score -1138646 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1138694.750000 Penalty: 4671.007812
	Iteration 19Q: 3 clusters Score -1138695 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1138732.500000 Penalty: 4671.007812
	Iteration 20F: 3 clusters Score -1138732 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1138761.375000 Penalty: 4671.007812
	Iteration 21Q: 3 clusters Score -1138761 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1138777.250000 Penalty: 4671.007812
	Iteration 22Q: 3 clusters Score -1138777 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1138802.125000 Penalty: 4671.007812
	Iteration 23Q: 3 clusters Score -1138802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1138818.750000 Penalty: 4671.007812
	Iteration 24Q: 3 clusters Score -1138819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1138830.625000 Penalty: 4671.007812
	Iteration 25Q: 3 clusters Score -1138831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1138835.375000 Penalty: 4671.007812
	Iteration 26Q: 3 clusters Score -1138835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1138835.625000 Penalty: 4671.007812
	Iteration 27Q: 3 clusters Score -1138836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1138837.500000 Penalty: 4671.007812
	Iteration 28Q: 3 clusters Score -1138838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1138841.000000 Penalty: 4671.007812
	Iteration 29Q: 3 clusters Score -1138841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1138843.500000 Penalty: 4671.007812
	Iteration 30Q: 3 clusters Score -1138844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1138845.250000 Penalty: 4671.007812
	Iteration 31Q: 3 clusters Score -1138845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1138845.875000 Penalty: 4671.007812
	Iteration 32Q: 3 clusters Score -1138846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1138846.500000 Penalty: 4671.007812
	Iteration 33Q: 3 clusters Score -1138846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1138848.625000 Penalty: 4671.007812
	Iteration 34Q: 3 clusters Score -1138849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1138853.375000 Penalty: 4671.007812
	Iteration 35Q: 3 clusters Score -1138853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1138853.500000 Penalty: 4671.007812
	Iteration 36Q: 3 clusters Score -1138854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1138856.750000 Penalty: 4671.007812
	Iteration 37Q: 3 clusters Score -1138857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1138858.750000 Penalty: 4671.007812
	Iteration 38Q: 3 clusters Score -1138859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1138867.250000 Penalty: 4671.007812
	Iteration 39Q: 3 clusters Score -1138867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1138870.875000 Penalty: 4671.007812
	Iteration 40F: 3 clusters Score -1138871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1138875.750000 Penalty: 4671.007812
	Iteration 41Q: 3 clusters Score -1138876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1138882.250000 Penalty: 4671.007812
	Iteration 42Q: 3 clusters Score -1138882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1138893.500000 Penalty: 4671.007812
	Iteration 43Q: 3 clusters Score -1138894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1138911.500000 Penalty: 4671.007812
	Iteration 44Q: 3 clusters Score -1138912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1138932.875000 Penalty: 4671.007812
	Iteration 45Q: 3 clusters Score -1138933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1138956.250000 Penalty: 4671.007812
	Iteration 46Q: 3 clusters Score -1138956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1138984.250000 Penalty: 4671.007812
	Iteration 47Q: 3 clusters Score -1138984 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1139016.250000 Penalty: 4671.007812
	Iteration 48Q: 3 clusters Score -1139016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1139049.250000 Penalty: 4671.007812
	Iteration 49Q: 3 clusters Score -1139049 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1139080.750000 Penalty: 4671.007812
	Iteration 50Q: 3 clusters Score -1139081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1139104.875000 Penalty: 4671.007812
	Iteration 51Q: 3 clusters Score -1139105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1139122.250000 Penalty: 4671.007812
	Iteration 52Q: 3 clusters Score -1139122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1139147.625000 Penalty: 4671.007812
	Iteration 53Q: 3 clusters Score -1139148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1139171.500000 Penalty: 4671.007812
	Iteration 54Q: 3 clusters Score -1139172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1139189.375000 Penalty: 4671.007812
	Iteration 55Q: 3 clusters Score -1139189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1139197.500000 Penalty: 4671.007812
	Iteration 56Q: 3 clusters Score -1139198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1139203.500000 Penalty: 4671.007812
	Iteration 57Q: 3 clusters Score -1139204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1139210.500000 Penalty: 4671.007812
	Iteration 58Q: 3 clusters Score -1139210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1139216.000000 Penalty: 4671.007812
	Iteration 59Q: 3 clusters Score -1139216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1139222.750000 Penalty: 4671.007812
	Iteration 60F: 3 clusters Score -1139223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1139221.750000 Penalty: 4671.007812
	Iteration 61Q: 3 clusters Score -1139222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1139222.875000 Penalty: 4671.007812
	Iteration 62Q: 3 clusters Score -1139223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1139227.625000 Penalty: 4671.007812
	Iteration 63Q: 3 clusters Score -1139228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1139231.750000 Penalty: 4671.007812
	Iteration 64Q: 3 clusters Score -1139232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1139233.625000 Penalty: 4671.007812
	Iteration 65Q: 3 clusters Score -1139234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1139232.750000 Penalty: 4671.007812
	Iteration 66Q: 3 clusters Score -1139233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1139234.500000 Penalty: 4671.007812
	Iteration 67Q: 3 clusters Score -1139234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1139233.375000 Penalty: 4671.007812
	Iteration 68Q: 3 clusters Score -1139233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1139232.250000 Penalty: 4671.007812
	Iteration 69Q: 3 clusters Score -1139232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1139233.125000 Penalty: 4671.007812
	Iteration 70Q: 3 clusters Score -1139233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1139235.000000 Penalty: 4671.007812
	Iteration 71Q: 3 clusters Score -1139235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1139236.125000 Penalty: 4671.007812
	Iteration 72Q: 3 clusters Score -1139236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1139235.750000 Penalty: 4671.007812
	Iteration 73Q: 3 clusters Score -1139236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1139236.500000 Penalty: 4671.007812
	Iteration 74Q: 3 clusters Score -1139236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1139239.125000 Penalty: 4671.007812
	Iteration 75Q: 3 clusters Score -1139239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1139239.125000 Penalty: 4671.007812
	Iteration 76Q: 3 clusters Score -1139239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1139242.250000 Penalty: 4671.007812
	Iteration 77Q: 3 clusters Score -1139242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1139242.500000 Penalty: 4671.007812
	Iteration 78Q: 3 clusters Score -1139242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1139244.125000 Penalty: 4671.007812
	Iteration 79Q: 3 clusters Score -1139244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1139245.250000 Penalty: 4671.007812
	Iteration 80F: 3 clusters Score -1139245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1139248.250000 Penalty: 4671.007812
	Iteration 81Q: 3 clusters Score -1139248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1139255.500000 Penalty: 4671.007812
	Iteration 82Q: 3 clusters Score -1139256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1139262.500000 Penalty: 4671.007812
	Iteration 83Q: 3 clusters Score -1139262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1139270.000000 Penalty: 4671.007812
	Iteration 84Q: 3 clusters Score -1139270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1139274.500000 Penalty: 4671.007812
	Iteration 85Q: 3 clusters Score -1139274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1139281.875000 Penalty: 4671.007812
	Iteration 86Q: 3 clusters Score -1139282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1139287.125000 Penalty: 4671.007812
	Iteration 87Q: 3 clusters Score -1139287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1139288.875000 Penalty: 4671.007812
	Iteration 88Q: 3 clusters Score -1139289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1139296.750000 Penalty: 4671.007812
	Iteration 89Q: 3 clusters Score -1139297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1139301.250000 Penalty: 4671.007812
	Iteration 90Q: 3 clusters Score -1139301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1139305.125000 Penalty: 4671.007812
	Iteration 91Q: 3 clusters Score -1139305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1139311.375000 Penalty: 4671.007812
	Iteration 92Q: 3 clusters Score -1139311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1139315.125000 Penalty: 4671.007812
	Iteration 93Q: 3 clusters Score -1139315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1139329.500000 Penalty: 4671.007812
	Iteration 94Q: 3 clusters Score -1139330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1139336.500000 Penalty: 4671.007812
	Iteration 95Q: 3 clusters Score -1139336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1139340.500000 Penalty: 4671.007812
	Iteration 96Q: 3 clusters Score -1139340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1139342.750000 Penalty: 4671.007812
	Iteration 97Q: 3 clusters Score -1139343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1139347.625000 Penalty: 4671.007812
	Iteration 98Q: 3 clusters Score -1139348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1139347.500000 Penalty: 4671.007812
	Iteration 99Q: 3 clusters Score -1139348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1139349.875000 Penalty: 4671.007812
	Iteration 100F: 3 clusters Score -1139350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1139353.375000 Penalty: 4671.007812
	Iteration 101Q: 3 clusters Score -1139353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1139361.125000 Penalty: 4671.007812
	Iteration 102Q: 3 clusters Score -1139361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1139370.125000 Penalty: 4671.007812
	Iteration 103Q: 3 clusters Score -1139370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1139392.375000 Penalty: 4671.007812
	Iteration 104Q: 3 clusters Score -1139392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1139406.750000 Penalty: 4671.007812
	Iteration 105Q: 3 clusters Score -1139407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1139421.125000 Penalty: 4671.007812
	Iteration 106Q: 3 clusters Score -1139421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1139435.000000 Penalty: 4671.007812
	Iteration 107Q: 3 clusters Score -1139435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1139444.750000 Penalty: 4671.007812
	Iteration 108Q: 3 clusters Score -1139445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1139445.500000 Penalty: 4671.007812
	Iteration 109Q: 3 clusters Score -1139446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1139448.875000 Penalty: 4671.007812
	Iteration 110Q: 3 clusters Score -1139449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1139450.375000 Penalty: 4671.007812
	Iteration 111Q: 3 clusters Score -1139450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1139452.250000 Penalty: 4671.007812
	Iteration 112Q: 3 clusters Score -1139452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1139453.250000 Penalty: 4671.007812
	Iteration 113Q: 3 clusters Score -1139453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1139454.000000 Penalty: 4671.007812
	Iteration 114Q: 3 clusters Score -1139454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1139454.000000 Penalty: 4671.007812
	Iteration 115F: 3 clusters Score -1139454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Entering Unmasked Estep 
Score: -873528.625000 Penalty: 2257.068848
	Iteration 0F: 2 clusters Score -873528.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -866513.687500 Penalty: 4514.137695
	Iteration 0F: 3 clusters Score -866513.7 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -868448.250000 Penalty: 4514.137695
	Iteration 1F: 3 clusters Score -868448.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -868738.125000 Penalty: 4514.137695
	Iteration 2F: 3 clusters Score -868738.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -868931.187500 Penalty: 4514.137695
	Iteration 3Q: 3 clusters Score -868931.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -869061.375000 Penalty: 4514.137695
	Iteration 4Q: 3 clusters Score -869061.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -869182.000000 Penalty: 4514.137695
	Iteration 5Q: 3 clusters Score -869182 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -869290.750000 Penalty: 4514.137695
	Iteration 6Q: 3 clusters Score -869290.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -869376.625000 Penalty: 4514.137695
	Iteration 7Q: 3 clusters Score -869376.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -869464.625000 Penalty: 4514.137695
	Iteration 8Q: 3 clusters Score -869464.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -869559.500000 Penalty: 4514.137695
	Iteration 9Q: 3 clusters Score -869559.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -869653.625000 Penalty: 4514.137695
	Iteration 10Q: 3 clusters Score -869653.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -869771.812500 Penalty: 4514.137695
	Iteration 11Q: 3 clusters Score -869771.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -869882.125000 Penalty: 4514.137695
	Iteration 12Q: 3 clusters Score -869882.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -870001.875000 Penalty: 4514.137695
	Iteration 13Q: 3 clusters Score -870001.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -870153.437500 Penalty: 4514.137695
	Iteration 14Q: 3 clusters Score -870153.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -870343.562500 Penalty: 4514.137695
	Iteration 15Q: 3 clusters Score -870343.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -870540.625000 Penalty: 4514.137695
	Iteration 16Q: 3 clusters Score -870540.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -870757.500000 Penalty: 4514.137695
	Iteration 17Q: 3 clusters Score -870757.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -870936.250000 Penalty: 4514.137695
	Iteration 18Q: 3 clusters Score -870936.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -871097.937500 Penalty: 4514.137695
	Iteration 19Q: 3 clusters Score -871097.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -871216.625000 Penalty: 4514.137695
	Iteration 20F: 3 clusters Score -871216.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -871310.937500 Penalty: 4514.137695
	Iteration 21Q: 3 clusters Score -871310.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -871368.937500 Penalty: 4514.137695
	Iteration 22Q: 3 clusters Score -871368.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -871418.062500 Penalty: 4514.137695
	Iteration 23Q: 3 clusters Score -871418.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -871460.750000 Penalty: 4514.137695
	Iteration 24Q: 3 clusters Score -871460.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -871487.125000 Penalty: 4514.137695
	Iteration 25Q: 3 clusters Score -871487.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -871500.375000 Penalty: 4514.137695
	Iteration 26Q: 3 clusters Score -871500.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -871508.187500 Penalty: 4514.137695
	Iteration 27Q: 3 clusters Score -871508.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -871513.812500 Penalty: 4514.137695
	Iteration 28Q: 3 clusters Score -871513.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -871523.062500 Penalty: 4514.137695
	Iteration 29Q: 3 clusters Score -871523.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -871534.437500 Penalty: 4514.137695
	Iteration 30Q: 3 clusters Score -871534.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -871541.750000 Penalty: 4514.137695
	Iteration 31Q: 3 clusters Score -871541.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -871551.875000 Penalty: 4514.137695
	Iteration 32Q: 3 clusters Score -871551.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -871561.812500 Penalty: 4514.137695
	Iteration 33Q: 3 clusters Score -871561.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -871569.625000 Penalty: 4514.137695
	Iteration 34Q: 3 clusters Score -871569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -871572.062500 Penalty: 4514.137695
	Iteration 35Q: 3 clusters Score -871572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -871573.500000 Penalty: 4514.137695
	Iteration 36Q: 3 clusters Score -871573.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -871578.625000 Penalty: 4514.137695
	Iteration 37Q: 3 clusters Score -871578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -871580.812500 Penalty: 4514.137695
	Iteration 38Q: 3 clusters Score -871580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -871581.250000 Penalty: 4514.137695
	Iteration 39Q: 3 clusters Score -871581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -871582.500000 Penalty: 4514.137695
	Iteration 40F: 3 clusters Score -871582.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -871581.562500 Penalty: 4514.137695
	Iteration 41Q: 3 clusters Score -871581.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -871581.562500 Penalty: 4514.137695
	Iteration 42F: 3 clusters Score -871581.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Entering Unmasked Estep 
Score: -796588.937500 Penalty: 2228.917725
	Iteration 0F: 2 clusters Score -796588.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -790203.687500 Penalty: 4457.835449
	Iteration 0F: 3 clusters Score -790203.7 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -792028.062500 Penalty: 4457.835449
	Iteration 1F: 3 clusters Score -792028.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -792331.437500 Penalty: 4457.835449
	Iteration 2F: 3 clusters Score -792331.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -792575.812500 Penalty: 4457.835449
	Iteration 3F: 3 clusters Score -792575.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -792776.250000 Penalty: 4457.835449
	Iteration 4Q: 3 clusters Score -792776.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -792979.625000 Penalty: 4457.835449
	Iteration 5Q: 3 clusters Score -792979.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -793170.375000 Penalty: 4457.835449
	Iteration 6Q: 3 clusters Score -793170.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -793378.812500 Penalty: 4457.835449
	Iteration 7Q: 3 clusters Score -793378.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -793575.437500 Penalty: 4457.835449
	Iteration 8Q: 3 clusters Score -793575.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -793755.937500 Penalty: 4457.835449
	Iteration 9Q: 3 clusters Score -793755.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -793904.875000 Penalty: 4457.835449
	Iteration 10Q: 3 clusters Score -793904.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -794041.437500 Penalty: 4457.835449
	Iteration 11Q: 3 clusters Score -794041.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -794187.312500 Penalty: 4457.835449
	Iteration 12Q: 3 clusters Score -794187.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -794311.750000 Penalty: 4457.835449
	Iteration 13Q: 3 clusters Score -794311.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -794425.187500 Penalty: 4457.835449
	Iteration 14Q: 3 clusters Score -794425.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -794500.125000 Penalty: 4457.835449
	Iteration 15Q: 3 clusters Score -794500.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -794542.812500 Penalty: 4457.835449
	Iteration 16Q: 3 clusters Score -794542.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -794574.500000 Penalty: 4457.835449
	Iteration 17Q: 3 clusters Score -794574.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -794599.812500 Penalty: 4457.835449
	Iteration 18Q: 3 clusters Score -794599.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -794618.812500 Penalty: 4457.835449
	Iteration 19Q: 3 clusters Score -794618.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -794643.500000 Penalty: 4457.835449
	Iteration 20F: 3 clusters Score -794643.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -794667.625000 Penalty: 4457.835449
	Iteration 21Q: 3 clusters Score -794667.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -794682.187500 Penalty: 4457.835449
	Iteration 22Q: 3 clusters Score -794682.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -794689.750000 Penalty: 4457.835449
	Iteration 23Q: 3 clusters Score -794689.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -794694.375000 Penalty: 4457.835449
	Iteration 24Q: 3 clusters Score -794694.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -794699.875000 Penalty: 4457.835449
	Iteration 25Q: 3 clusters Score -794699.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -794708.000000 Penalty: 4457.835449
	Iteration 26Q: 3 clusters Score -794708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -794711.562500 Penalty: 4457.835449
	Iteration 27Q: 3 clusters Score -794711.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -794718.000000 Penalty: 4457.835449
	Iteration 28Q: 3 clusters Score -794718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -794727.000000 Penalty: 4457.835449
	Iteration 29Q: 3 clusters Score -794727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -794729.625000 Penalty: 4457.835449
	Iteration 30Q: 3 clusters Score -794729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -794730.687500 Penalty: 4457.835449
	Iteration 31Q: 3 clusters Score -794730.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -794732.250000 Penalty: 4457.835449
	Iteration 32Q: 3 clusters Score -794732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -794732.750000 Penalty: 4457.835449
	Iteration 33Q: 3 clusters Score -794732.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -794733.125000 Penalty: 4457.835449
	Iteration 34Q: 3 clusters Score -794733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -794735.250000 Penalty: 4457.835449
	Iteration 35Q: 3 clusters Score -794735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -794734.375000 Penalty: 4457.835449
	Iteration 36Q: 3 clusters Score -794734.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -794735.250000 Penalty: 4457.835449
	Iteration 37Q: 3 clusters Score -794735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -794734.187500 Penalty: 4457.835449
	Iteration 38Q: 3 clusters Score -794734.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -794734.187500 Penalty: 4457.835449
	Iteration 39F: 3 clusters Score -794734.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -1196448.375000 Penalty: 2346.873047
	Iteration 0F: 2 clusters Score -1196448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1187049.875000 Penalty: 4693.746094
	Iteration 0F: 3 clusters Score -1187050 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1190010.750000 Penalty: 4693.746094
	Iteration 1F: 3 clusters Score -1190011 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1190450.375000 Penalty: 4693.746094
	Iteration 2F: 3 clusters Score -1190450 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1190878.000000 Penalty: 4693.746094
	Iteration 3F: 3 clusters Score -1190878 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1191270.125000 Penalty: 4693.746094
	Iteration 4F: 3 clusters Score -1191270 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1191701.250000 Penalty: 4693.746094
	Iteration 5F: 3 clusters Score -1191701 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1192251.125000 Penalty: 4693.746094
	Iteration 6F: 3 clusters Score -1192251 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1193021.500000 Penalty: 4693.746094
	Iteration 7F: 3 clusters Score -1193022 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1193830.375000 Penalty: 4693.746094
	Iteration 8F: 3 clusters Score -1193830 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1194444.500000 Penalty: 4693.746094
	Iteration 9F: 3 clusters Score -1194444 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1194891.750000 Penalty: 4693.746094
	Iteration 10Q: 3 clusters Score -1194892 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1195186.750000 Penalty: 4693.746094
	Iteration 11Q: 3 clusters Score -1195187 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1195387.500000 Penalty: 4693.746094
	Iteration 12Q: 3 clusters Score -1195388 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1195552.625000 Penalty: 4693.746094
	Iteration 13Q: 3 clusters Score -1195553 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1195698.500000 Penalty: 4693.746094
	Iteration 14Q: 3 clusters Score -1195698 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1195797.250000 Penalty: 4693.746094
	Iteration 15Q: 3 clusters Score -1195797 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1195868.125000 Penalty: 4693.746094
	Iteration 16Q: 3 clusters Score -1195868 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1195909.375000 Penalty: 4693.746094
	Iteration 17Q: 3 clusters Score -1195909 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1195933.250000 Penalty: 4693.746094
	Iteration 18Q: 3 clusters Score -1195933 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1195951.125000 Penalty: 4693.746094
	Iteration 19Q: 3 clusters Score -1195951 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1195965.625000 Penalty: 4693.746094
	Iteration 20F: 3 clusters Score -1195966 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1195979.625000 Penalty: 4693.746094
	Iteration 21Q: 3 clusters Score -1195980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1195987.125000 Penalty: 4693.746094
	Iteration 22Q: 3 clusters Score -1195987 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1195994.125000 Penalty: 4693.746094
	Iteration 23Q: 3 clusters Score -1195994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1196003.750000 Penalty: 4693.746094
	Iteration 24Q: 3 clusters Score -1196004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1196002.750000 Penalty: 4693.746094
	Iteration 25Q: 3 clusters Score -1196003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1196004.500000 Penalty: 4693.746094
	Iteration 26Q: 3 clusters Score -1196004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1196003.750000 Penalty: 4693.746094
	Iteration 27Q: 3 clusters Score -1196004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1196004.375000 Penalty: 4693.746094
	Iteration 28Q: 3 clusters Score -1196004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1196006.750000 Penalty: 4693.746094
	Iteration 29Q: 3 clusters Score -1196007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1196009.250000 Penalty: 4693.746094
	Iteration 30Q: 3 clusters Score -1196009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1196009.750000 Penalty: 4693.746094
	Iteration 31Q: 3 clusters Score -1196010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1196010.750000 Penalty: 4693.746094
	Iteration 32Q: 3 clusters Score -1196011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1196009.500000 Penalty: 4693.746094
	Iteration 33Q: 3 clusters Score -1196010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1196009.375000 Penalty: 4693.746094
	Iteration 34Q: 3 clusters Score -1196009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1196009.375000 Penalty: 4693.746094
	Iteration 35F: 3 clusters Score -1196009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (306078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306078 members 
Entering Unmasked Estep 
Score: -29985868.000000 Penalty: 3132.635742
	Iteration 0F: 2 clusters Score -2.998587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153407 members 
Mstep: Class 2 contains 152671 members 
Entering Unmasked Estep 
Score: -29790716.000000 Penalty: 6265.271484
	Iteration 0F: 3 clusters Score -2.979072e+07 nChanged 148430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157577 members 
Mstep: Class 2 contains 148501 members 
Entering Unmasked Estep 
Score: -29877400.000000 Penalty: 6265.271484
	Iteration 1F: 3 clusters Score -2.98774e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160612 members 
Mstep: Class 2 contains 145466 members 
Entering Unmasked Estep 
Score: -29878814.000000 Penalty: 6265.271484
	Iteration 2Q: 3 clusters Score -2.987881e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165380 members 
Mstep: Class 2 contains 140698 members 
Entering Unmasked Estep 
Score: -29880930.000000 Penalty: 6265.271484
	Iteration 3Q: 3 clusters Score -2.988093e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172791 members 
Mstep: Class 2 contains 133287 members 
Entering Unmasked Estep 
Score: -29883800.000000 Penalty: 6265.271484
	Iteration 4Q: 3 clusters Score -2.98838e+07 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184157 members 
Mstep: Class 2 contains 121921 members 
Entering Unmasked Estep 
Score: -29888686.000000 Penalty: 6265.271484
	Iteration 5Q: 3 clusters Score -2.988869e+07 nChanged 17313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201040 members 
Mstep: Class 2 contains 105038 members 
Entering Unmasked Estep 
Score: -29898208.000000 Penalty: 6265.271484
	Iteration 6F: 3 clusters Score -2.989821e+07 nChanged 22637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223519 members 
Mstep: Class 2 contains 82559 members 
Entering Unmasked Estep 
Score: -29912922.000000 Penalty: 6265.271484
	Iteration 7F: 3 clusters Score -2.991292e+07 nChanged 25844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249321 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -29933530.000000 Penalty: 6265.271484
	Iteration 8F: 3 clusters Score -2.993353e+07 nChanged 23726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273045 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -29953866.000000 Penalty: 6265.271484
	Iteration 9F: 3 clusters Score -2.995387e+07 nChanged 16253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289292 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -29968542.000000 Penalty: 6265.271484
	Iteration 10F: 3 clusters Score -2.996854e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298010 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -29975990.000000 Penalty: 6265.271484
	Iteration 11Q: 3 clusters Score -2.997599e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302142 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -29979688.000000 Penalty: 6265.271484
	Iteration 12Q: 3 clusters Score -2.997969e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304002 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -29981378.000000 Penalty: 6265.271484
	Iteration 13Q: 3 clusters Score -2.998138e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304773 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -29982098.000000 Penalty: 6265.271484
	Iteration 14Q: 3 clusters Score -2.99821e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305085 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -29982436.000000 Penalty: 6265.271484
	Iteration 15Q: 3 clusters Score -2.998244e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305258 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -29982632.000000 Penalty: 6265.271484
	Iteration 16Q: 3 clusters Score -2.998263e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305344 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -29982778.000000 Penalty: 6265.271484
	Iteration 17Q: 3 clusters Score -2.998278e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305414 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -29982860.000000 Penalty: 6265.271484
	Iteration 18Q: 3 clusters Score -2.998286e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305452 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -29982918.000000 Penalty: 6265.271484
	Iteration 19Q: 3 clusters Score -2.998292e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305482 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -29982966.000000 Penalty: 6265.271484
	Iteration 20F: 3 clusters Score -2.998297e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305501 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -29982984.000000 Penalty: 6265.271484
	Iteration 21Q: 3 clusters Score -2.998298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305511 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -29983016.000000 Penalty: 6265.271484
	Iteration 22Q: 3 clusters Score -2.998302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305515 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -29983026.000000 Penalty: 6265.271484
	Iteration 23Q: 3 clusters Score -2.998303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305519 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -29983020.000000 Penalty: 6265.271484
	Iteration 24Q: 3 clusters Score -2.998302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305520 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -29983022.000000 Penalty: 6265.271484
	Iteration 25Q: 3 clusters Score -2.998302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305525 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -29983018.000000 Penalty: 6265.271484
	Iteration 26Q: 3 clusters Score -2.998302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305531 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -29983036.000000 Penalty: 6265.271484
	Iteration 27Q: 3 clusters Score -2.998304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305530 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -29983066.000000 Penalty: 6265.271484
	Iteration 28Q: 3 clusters Score -2.998307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305534 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -29983058.000000 Penalty: 6265.271484
	Iteration 29Q: 3 clusters Score -2.998306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305534 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -29983060.000000 Penalty: 6265.271484
	Iteration 30Q: 3 clusters Score -2.998306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305535 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -29983078.000000 Penalty: 6265.271484
	Iteration 31Q: 3 clusters Score -2.998308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305538 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -29983064.000000 Penalty: 6265.271484
	Iteration 32Q: 3 clusters Score -2.998306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305539 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -29983064.000000 Penalty: 6265.271484
	Iteration 33Q: 3 clusters Score -2.998306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305538 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -29983064.000000 Penalty: 6265.271484
	Iteration 34Q: 3 clusters Score -2.998306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305537 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -29983068.000000 Penalty: 6265.271484
	Iteration 35Q: 3 clusters Score -2.998307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305537 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -29983068.000000 Penalty: 6265.271484
	Iteration 36F: 3 clusters Score -2.998307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (217732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217732 members 
Entering Unmasked Estep 
Score: -21319748.000000 Penalty: 3048.173096
	Iteration 0F: 2 clusters Score -2.131975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109125 members 
Mstep: Class 2 contains 108607 members 
Entering Unmasked Estep 
Score: -21175560.000000 Penalty: 6096.346191
	Iteration 0F: 3 clusters Score -2.117556e+07 nChanged 104749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114338 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -21237022.000000 Penalty: 6096.346191
	Iteration 1F: 3 clusters Score -2.123702e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117814 members 
Mstep: Class 2 contains 99918 members 
Entering Unmasked Estep 
Score: -21238112.000000 Penalty: 6096.346191
	Iteration 2Q: 3 clusters Score -2.123811e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123237 members 
Mstep: Class 2 contains 94495 members 
Entering Unmasked Estep 
Score: -21240062.000000 Penalty: 6096.346191
	Iteration 3Q: 3 clusters Score -2.124006e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131658 members 
Mstep: Class 2 contains 86074 members 
Entering Unmasked Estep 
Score: -21243756.000000 Penalty: 6096.346191
	Iteration 4Q: 3 clusters Score -2.124376e+07 nChanged 13085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144463 members 
Mstep: Class 2 contains 73269 members 
Entering Unmasked Estep 
Score: -21251268.000000 Penalty: 6096.346191
	Iteration 5F: 3 clusters Score -2.125127e+07 nChanged 17977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162312 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -21264984.000000 Penalty: 6096.346191
	Iteration 6F: 3 clusters Score -2.126498e+07 nChanged 21067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183343 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -21284346.000000 Penalty: 6096.346191
	Iteration 7F: 3 clusters Score -2.128435e+07 nChanged 18438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201771 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -21302490.000000 Penalty: 6096.346191
	Iteration 8F: 3 clusters Score -2.130249e+07 nChanged 10492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212259 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -21312278.000000 Penalty: 6096.346191
	Iteration 9Q: 3 clusters Score -2.131228e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215996 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -21315468.000000 Penalty: 6096.346191
	Iteration 10Q: 3 clusters Score -2.131547e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217082 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -21316412.000000 Penalty: 6096.346191
	Iteration 11Q: 3 clusters Score -2.131641e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217364 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -21316726.000000 Penalty: 6096.346191
	Iteration 12Q: 3 clusters Score -2.131673e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217429 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21316846.000000 Penalty: 6096.346191
	Iteration 13Q: 3 clusters Score -2.131685e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217455 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21316944.000000 Penalty: 6096.346191
	Iteration 14Q: 3 clusters Score -2.131694e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217464 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -21317016.000000 Penalty: 6096.346191
	Iteration 15Q: 3 clusters Score -2.131702e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217475 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21317050.000000 Penalty: 6096.346191
	Iteration 16Q: 3 clusters Score -2.131705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217474 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21317072.000000 Penalty: 6096.346191
	Iteration 17Q: 3 clusters Score -2.131707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217474 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21317080.000000 Penalty: 6096.346191
	Iteration 18Q: 3 clusters Score -2.131708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217477 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21317092.000000 Penalty: 6096.346191
	Iteration 19Q: 3 clusters Score -2.131709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217478 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21317102.000000 Penalty: 6096.346191
	Iteration 20F: 3 clusters Score -2.13171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217478 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21317104.000000 Penalty: 6096.346191
	Iteration 21Q: 3 clusters Score -2.13171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217478 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21317120.000000 Penalty: 6096.346191
	Iteration 22Q: 3 clusters Score -2.131712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217478 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21317126.000000 Penalty: 6096.346191
	Iteration 23Q: 3 clusters Score -2.131713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217478 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21317128.000000 Penalty: 6096.346191
	Iteration 24Q: 3 clusters Score -2.131713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217477 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21317138.000000 Penalty: 6096.346191
	Iteration 25Q: 3 clusters Score -2.131714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217477 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21317138.000000 Penalty: 6096.346191
	Iteration 26F: 3 clusters Score -2.131714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Entering Unmasked Estep 
Score: -1023830.000000 Penalty: 2310.469971
	Iteration 0F: 2 clusters Score -1023830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1015461.812500 Penalty: 4620.939941
	Iteration 0F: 3 clusters Score -1015462 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1017865.125000 Penalty: 4620.939941
	Iteration 1F: 3 clusters Score -1017865 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1018183.187500 Penalty: 4620.939941
	Iteration 2F: 3 clusters Score -1018183 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1018433.750000 Penalty: 4620.939941
	Iteration 3Q: 3 clusters Score -1018434 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1018699.375000 Penalty: 4620.939941
	Iteration 4Q: 3 clusters Score -1018699 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1019021.687500 Penalty: 4620.939941
	Iteration 5Q: 3 clusters Score -1019022 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1019460.062500 Penalty: 4620.939941
	Iteration 6F: 3 clusters Score -1019460 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1020048.625000 Penalty: 4620.939941
	Iteration 7F: 3 clusters Score -1020049 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1020950.500000 Penalty: 4620.939941
	Iteration 8F: 3 clusters Score -1020950 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1021797.687500 Penalty: 4620.939941
	Iteration 9F: 3 clusters Score -1021798 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1022301.062500 Penalty: 4620.939941
	Iteration 10F: 3 clusters Score -1022301 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1022555.250000 Penalty: 4620.939941
	Iteration 11Q: 3 clusters Score -1022555 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1022714.687500 Penalty: 4620.939941
	Iteration 12Q: 3 clusters Score -1022715 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1022837.500000 Penalty: 4620.939941
	Iteration 13Q: 3 clusters Score -1022838 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1022942.562500 Penalty: 4620.939941
	Iteration 14Q: 3 clusters Score -1022943 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1023032.562500 Penalty: 4620.939941
	Iteration 15Q: 3 clusters Score -1023033 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1023109.375000 Penalty: 4620.939941
	Iteration 16Q: 3 clusters Score -1023109 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1023157.000000 Penalty: 4620.939941
	Iteration 17Q: 3 clusters Score -1023157 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1023194.500000 Penalty: 4620.939941
	Iteration 18Q: 3 clusters Score -1023194 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1023235.187500 Penalty: 4620.939941
	Iteration 19Q: 3 clusters Score -1023235 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1023260.000000 Penalty: 4620.939941
	Iteration 20F: 3 clusters Score -1023260 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1023283.937500 Penalty: 4620.939941
	Iteration 21Q: 3 clusters Score -1023284 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1023323.000000 Penalty: 4620.939941
	Iteration 22Q: 3 clusters Score -1023323 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1023364.812500 Penalty: 4620.939941
	Iteration 23Q: 3 clusters Score -1023365 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1023417.062500 Penalty: 4620.939941
	Iteration 24Q: 3 clusters Score -1023417 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1023461.562500 Penalty: 4620.939941
	Iteration 25Q: 3 clusters Score -1023462 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1023511.187500 Penalty: 4620.939941
	Iteration 26Q: 3 clusters Score -1023511 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1023560.125000 Penalty: 4620.939941
	Iteration 27Q: 3 clusters Score -1023560 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1023609.000000 Penalty: 4620.939941
	Iteration 28Q: 3 clusters Score -1023609 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1023643.312500 Penalty: 4620.939941
	Iteration 29Q: 3 clusters Score -1023643 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1023669.562500 Penalty: 4620.939941
	Iteration 30Q: 3 clusters Score -1023670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1023692.062500 Penalty: 4620.939941
	Iteration 31Q: 3 clusters Score -1023692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1023719.250000 Penalty: 4620.939941
	Iteration 32Q: 3 clusters Score -1023719 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1023737.687500 Penalty: 4620.939941
	Iteration 33Q: 3 clusters Score -1023738 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1023756.562500 Penalty: 4620.939941
	Iteration 34Q: 3 clusters Score -1023757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1023763.500000 Penalty: 4620.939941
	Iteration 35Q: 3 clusters Score -1023764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1023767.875000 Penalty: 4620.939941
	Iteration 36Q: 3 clusters Score -1023768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1023775.187500 Penalty: 4620.939941
	Iteration 37Q: 3 clusters Score -1023775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1023777.687500 Penalty: 4620.939941
	Iteration 38Q: 3 clusters Score -1023778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1023786.125000 Penalty: 4620.939941
	Iteration 39Q: 3 clusters Score -1023786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1023795.250000 Penalty: 4620.939941
	Iteration 40F: 3 clusters Score -1023795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1023802.250000 Penalty: 4620.939941
	Iteration 41Q: 3 clusters Score -1023802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1023806.812500 Penalty: 4620.939941
	Iteration 42Q: 3 clusters Score -1023807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1023810.875000 Penalty: 4620.939941
	Iteration 43Q: 3 clusters Score -1023811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1023813.625000 Penalty: 4620.939941
	Iteration 44Q: 3 clusters Score -1023814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1023814.500000 Penalty: 4620.939941
	Iteration 45Q: 3 clusters Score -1023814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1023816.312500 Penalty: 4620.939941
	Iteration 46Q: 3 clusters Score -1023816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1023815.125000 Penalty: 4620.939941
	Iteration 47Q: 3 clusters Score -1023815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1023816.375000 Penalty: 4620.939941
	Iteration 48Q: 3 clusters Score -1023816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1023817.437500 Penalty: 4620.939941
	Iteration 49Q: 3 clusters Score -1023817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1023816.312500 Penalty: 4620.939941
	Iteration 50Q: 3 clusters Score -1023816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1023816.312500 Penalty: 4620.939941
	Iteration 51Q: 3 clusters Score -1023816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1023816.562500 Penalty: 4620.939941
	Iteration 52Q: 3 clusters Score -1023817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1023817.937500 Penalty: 4620.939941
	Iteration 53Q: 3 clusters Score -1023818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1023817.937500 Penalty: 4620.939941
	Iteration 54F: 3 clusters Score -1023818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Entering Unmasked Estep 
Score: -1211502.750000 Penalty: 2350.960693
	Iteration 0F: 2 clusters Score -1211503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1201796.000000 Penalty: 4701.921387
	Iteration 0F: 3 clusters Score -1201796 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1204880.875000 Penalty: 4701.921387
	Iteration 1F: 3 clusters Score -1204881 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1205270.375000 Penalty: 4701.921387
	Iteration 2F: 3 clusters Score -1205270 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1205589.875000 Penalty: 4701.921387
	Iteration 3F: 3 clusters Score -1205590 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1205841.625000 Penalty: 4701.921387
	Iteration 4Q: 3 clusters Score -1205842 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1206021.625000 Penalty: 4701.921387
	Iteration 5Q: 3 clusters Score -1206022 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1206166.125000 Penalty: 4701.921387
	Iteration 6Q: 3 clusters Score -1206166 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1206335.125000 Penalty: 4701.921387
	Iteration 7Q: 3 clusters Score -1206335 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1206523.000000 Penalty: 4701.921387
	Iteration 8Q: 3 clusters Score -1206523 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1206728.750000 Penalty: 4701.921387
	Iteration 9Q: 3 clusters Score -1206729 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1206982.125000 Penalty: 4701.921387
	Iteration 10Q: 3 clusters Score -1206982 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1207292.000000 Penalty: 4701.921387
	Iteration 11Q: 3 clusters Score -1207292 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1207718.250000 Penalty: 4701.921387
	Iteration 12Q: 3 clusters Score -1207718 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1208264.125000 Penalty: 4701.921387
	Iteration 13Q: 3 clusters Score -1208264 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1208903.625000 Penalty: 4701.921387
	Iteration 14F: 3 clusters Score -1208904 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1209470.500000 Penalty: 4701.921387
	Iteration 15Q: 3 clusters Score -1209470 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1209843.250000 Penalty: 4701.921387
	Iteration 16Q: 3 clusters Score -1209843 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1210043.750000 Penalty: 4701.921387
	Iteration 17Q: 3 clusters Score -1210044 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1210171.375000 Penalty: 4701.921387
	Iteration 18Q: 3 clusters Score -1210171 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1210247.750000 Penalty: 4701.921387
	Iteration 19Q: 3 clusters Score -1210248 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1210301.750000 Penalty: 4701.921387
	Iteration 20F: 3 clusters Score -1210302 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1210331.875000 Penalty: 4701.921387
	Iteration 21Q: 3 clusters Score -1210332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1210357.250000 Penalty: 4701.921387
	Iteration 22Q: 3 clusters Score -1210357 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1210371.125000 Penalty: 4701.921387
	Iteration 23Q: 3 clusters Score -1210371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1210379.250000 Penalty: 4701.921387
	Iteration 24Q: 3 clusters Score -1210379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1210382.875000 Penalty: 4701.921387
	Iteration 25Q: 3 clusters Score -1210383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1210385.875000 Penalty: 4701.921387
	Iteration 26Q: 3 clusters Score -1210386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1210387.750000 Penalty: 4701.921387
	Iteration 27Q: 3 clusters Score -1210388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1210392.750000 Penalty: 4701.921387
	Iteration 28Q: 3 clusters Score -1210393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1210396.375000 Penalty: 4701.921387
	Iteration 29Q: 3 clusters Score -1210396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1210396.375000 Penalty: 4701.921387
	Iteration 30Q: 3 clusters Score -1210396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1210398.000000 Penalty: 4701.921387
	Iteration 31Q: 3 clusters Score -1210398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1210397.125000 Penalty: 4701.921387
	Iteration 32Q: 3 clusters Score -1210397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1210400.750000 Penalty: 4701.921387
	Iteration 33Q: 3 clusters Score -1210401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1210401.875000 Penalty: 4701.921387
	Iteration 34Q: 3 clusters Score -1210402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1210399.875000 Penalty: 4701.921387
	Iteration 35Q: 3 clusters Score -1210400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1210401.000000 Penalty: 4701.921387
	Iteration 36Q: 3 clusters Score -1210401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1210401.000000 Penalty: 4701.921387
	Iteration 37F: 3 clusters Score -1210401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Entering Unmasked Estep 
Score: -1713447.000000 Penalty: 2425.234375
	Iteration 0F: 2 clusters Score -1713447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1700913.000000 Penalty: 4850.468750
	Iteration 0F: 3 clusters Score -1700913 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1704992.750000 Penalty: 4850.468750
	Iteration 1F: 3 clusters Score -1704993 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1705405.625000 Penalty: 4850.468750
	Iteration 2F: 3 clusters Score -1705406 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1705731.375000 Penalty: 4850.468750
	Iteration 3Q: 3 clusters Score -1705731 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1705983.625000 Penalty: 4850.468750
	Iteration 4Q: 3 clusters Score -1705984 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1706176.000000 Penalty: 4850.468750
	Iteration 5Q: 3 clusters Score -1706176 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1706380.750000 Penalty: 4850.468750
	Iteration 6Q: 3 clusters Score -1706381 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1706586.125000 Penalty: 4850.468750
	Iteration 7Q: 3 clusters Score -1706586 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1706799.000000 Penalty: 4850.468750
	Iteration 8Q: 3 clusters Score -1706799 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1707027.125000 Penalty: 4850.468750
	Iteration 9Q: 3 clusters Score -1707027 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1707338.250000 Penalty: 4850.468750
	Iteration 10Q: 3 clusters Score -1707338 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1707703.500000 Penalty: 4850.468750
	Iteration 11Q: 3 clusters Score -1707704 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1708124.125000 Penalty: 4850.468750
	Iteration 12Q: 3 clusters Score -1708124 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1708596.500000 Penalty: 4850.468750
	Iteration 13Q: 3 clusters Score -1708596 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1709071.000000 Penalty: 4850.468750
	Iteration 14Q: 3 clusters Score -1709071 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1709529.625000 Penalty: 4850.468750
	Iteration 15Q: 3 clusters Score -1709530 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1709921.750000 Penalty: 4850.468750
	Iteration 16Q: 3 clusters Score -1709922 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1710209.375000 Penalty: 4850.468750
	Iteration 17Q: 3 clusters Score -1710209 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1710453.750000 Penalty: 4850.468750
	Iteration 18Q: 3 clusters Score -1710454 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1710633.000000 Penalty: 4850.468750
	Iteration 19Q: 3 clusters Score -1710633 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1710785.750000 Penalty: 4850.468750
	Iteration 20F: 3 clusters Score -1710786 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1710895.125000 Penalty: 4850.468750
	Iteration 21Q: 3 clusters Score -1710895 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1710992.125000 Penalty: 4850.468750
	Iteration 22Q: 3 clusters Score -1710992 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1711064.250000 Penalty: 4850.468750
	Iteration 23Q: 3 clusters Score -1711064 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1711122.875000 Penalty: 4850.468750
	Iteration 24Q: 3 clusters Score -1711123 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1711165.000000 Penalty: 4850.468750
	Iteration 25Q: 3 clusters Score -1711165 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1711198.125000 Penalty: 4850.468750
	Iteration 26Q: 3 clusters Score -1711198 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1711235.250000 Penalty: 4850.468750
	Iteration 27Q: 3 clusters Score -1711235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1711252.750000 Penalty: 4850.468750
	Iteration 28Q: 3 clusters Score -1711253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1711266.625000 Penalty: 4850.468750
	Iteration 29Q: 3 clusters Score -1711267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1711277.000000 Penalty: 4850.468750
	Iteration 30Q: 3 clusters Score -1711277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1711287.750000 Penalty: 4850.468750
	Iteration 31Q: 3 clusters Score -1711288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1711300.875000 Penalty: 4850.468750
	Iteration 32Q: 3 clusters Score -1711301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1711311.500000 Penalty: 4850.468750
	Iteration 33Q: 3 clusters Score -1711312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1711327.375000 Penalty: 4850.468750
	Iteration 34Q: 3 clusters Score -1711327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1711334.750000 Penalty: 4850.468750
	Iteration 35Q: 3 clusters Score -1711335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1711343.125000 Penalty: 4850.468750
	Iteration 36Q: 3 clusters Score -1711343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1711350.250000 Penalty: 4850.468750
	Iteration 37Q: 3 clusters Score -1711350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1711354.875000 Penalty: 4850.468750
	Iteration 38Q: 3 clusters Score -1711355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1711358.875000 Penalty: 4850.468750
	Iteration 39Q: 3 clusters Score -1711359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1711361.125000 Penalty: 4850.468750
	Iteration 40F: 3 clusters Score -1711361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1711361.375000 Penalty: 4850.468750
	Iteration 41Q: 3 clusters Score -1711361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1711361.750000 Penalty: 4850.468750
	Iteration 42Q: 3 clusters Score -1711362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1711363.250000 Penalty: 4850.468750
	Iteration 43Q: 3 clusters Score -1711363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1711366.625000 Penalty: 4850.468750
	Iteration 44Q: 3 clusters Score -1711367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1711366.375000 Penalty: 4850.468750
	Iteration 45Q: 3 clusters Score -1711366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1711365.500000 Penalty: 4850.468750
	Iteration 46Q: 3 clusters Score -1711366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1711365.000000 Penalty: 4850.468750
	Iteration 47Q: 3 clusters Score -1711365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1711368.000000 Penalty: 4850.468750
	Iteration 48Q: 3 clusters Score -1711368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1711370.250000 Penalty: 4850.468750
	Iteration 49Q: 3 clusters Score -1711370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1711370.500000 Penalty: 4850.468750
	Iteration 50Q: 3 clusters Score -1711370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1711370.500000 Penalty: 4850.468750
	Iteration 51F: 3 clusters Score -1711370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Entering Unmasked Estep 
Score: -638568.437500 Penalty: 2191.132324
	Iteration 0F: 2 clusters Score -638568.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -632865.937500 Penalty: 4382.264648
	Iteration 0F: 3 clusters Score -632865.9 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -634308.750000 Penalty: 4382.264648
	Iteration 1F: 3 clusters Score -634308.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -634582.500000 Penalty: 4382.264648
	Iteration 2F: 3 clusters Score -634582.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -634775.125000 Penalty: 4382.264648
	Iteration 3F: 3 clusters Score -634775.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -634916.875000 Penalty: 4382.264648
	Iteration 4Q: 3 clusters Score -634916.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -635041.187500 Penalty: 4382.264648
	Iteration 5Q: 3 clusters Score -635041.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -635144.875000 Penalty: 4382.264648
	Iteration 6Q: 3 clusters Score -635144.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -635233.812500 Penalty: 4382.264648
	Iteration 7Q: 3 clusters Score -635233.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -635338.437500 Penalty: 4382.264648
	Iteration 8Q: 3 clusters Score -635338.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -635439.750000 Penalty: 4382.264648
	Iteration 9Q: 3 clusters Score -635439.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -635523.187500 Penalty: 4382.264648
	Iteration 10Q: 3 clusters Score -635523.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -635601.125000 Penalty: 4382.264648
	Iteration 11Q: 3 clusters Score -635601.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -635676.812500 Penalty: 4382.264648
	Iteration 12Q: 3 clusters Score -635676.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -635764.562500 Penalty: 4382.264648
	Iteration 13Q: 3 clusters Score -635764.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -635880.875000 Penalty: 4382.264648
	Iteration 14Q: 3 clusters Score -635880.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -636002.812500 Penalty: 4382.264648
	Iteration 15Q: 3 clusters Score -636002.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -636099.062500 Penalty: 4382.264648
	Iteration 16Q: 3 clusters Score -636099.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -636190.000000 Penalty: 4382.264648
	Iteration 17Q: 3 clusters Score -636190 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -636267.250000 Penalty: 4382.264648
	Iteration 18Q: 3 clusters Score -636267.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -636330.375000 Penalty: 4382.264648
	Iteration 19Q: 3 clusters Score -636330.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -636388.187500 Penalty: 4382.264648
	Iteration 20F: 3 clusters Score -636388.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -636431.187500 Penalty: 4382.264648
	Iteration 21Q: 3 clusters Score -636431.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -636471.250000 Penalty: 4382.264648
	Iteration 22Q: 3 clusters Score -636471.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -636494.375000 Penalty: 4382.264648
	Iteration 23Q: 3 clusters Score -636494.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -636510.250000 Penalty: 4382.264648
	Iteration 24Q: 3 clusters Score -636510.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -636521.312500 Penalty: 4382.264648
	Iteration 25Q: 3 clusters Score -636521.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -636534.062500 Penalty: 4382.264648
	Iteration 26Q: 3 clusters Score -636534.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -636541.812500 Penalty: 4382.264648
	Iteration 27Q: 3 clusters Score -636541.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -636552.437500 Penalty: 4382.264648
	Iteration 28Q: 3 clusters Score -636552.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -636558.250000 Penalty: 4382.264648
	Iteration 29Q: 3 clusters Score -636558.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -636561.500000 Penalty: 4382.264648
	Iteration 30Q: 3 clusters Score -636561.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -636563.187500 Penalty: 4382.264648
	Iteration 31Q: 3 clusters Score -636563.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -636565.062500 Penalty: 4382.264648
	Iteration 32Q: 3 clusters Score -636565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -636564.687500 Penalty: 4382.264648
	Iteration 33Q: 3 clusters Score -636564.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -636565.625000 Penalty: 4382.264648
	Iteration 34Q: 3 clusters Score -636565.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -636566.437500 Penalty: 4382.264648
	Iteration 35Q: 3 clusters Score -636566.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -636567.312500 Penalty: 4382.264648
	Iteration 36Q: 3 clusters Score -636567.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -636570.437500 Penalty: 4382.264648
	Iteration 37Q: 3 clusters Score -636570.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -636570.937500 Penalty: 4382.264648
	Iteration 38Q: 3 clusters Score -636570.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -636574.875000 Penalty: 4382.264648
	Iteration 39Q: 3 clusters Score -636574.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -636575.187500 Penalty: 4382.264648
	Iteration 40F: 3 clusters Score -636575.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -636576.875000 Penalty: 4382.264648
	Iteration 41Q: 3 clusters Score -636576.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -636576.437500 Penalty: 4382.264648
	Iteration 42Q: 3 clusters Score -636576.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -636577.187500 Penalty: 4382.264648
	Iteration 43Q: 3 clusters Score -636577.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -636579.562500 Penalty: 4382.264648
	Iteration 44Q: 3 clusters Score -636579.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -636579.250000 Penalty: 4382.264648
	Iteration 45Q: 3 clusters Score -636579.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -636579.250000 Penalty: 4382.264648
	Iteration 46F: 3 clusters Score -636579.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (63048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Entering Unmasked Estep 
Score: -6123400.000000 Penalty: 2740.809570
	Iteration 0F: 2 clusters Score -6123400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -6081327.500000 Penalty: 5481.619141
	Iteration 0F: 3 clusters Score -6081328 nChanged 29137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -6097471.000000 Penalty: 5481.619141
	Iteration 1F: 3 clusters Score -6097471 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -6098686.500000 Penalty: 5481.619141
	Iteration 2Q: 3 clusters Score -6098686 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -6100329.000000 Penalty: 5481.619141
	Iteration 3F: 3 clusters Score -6100329 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -6102742.500000 Penalty: 5481.619141
	Iteration 4F: 3 clusters Score -6102742 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -6106158.000000 Penalty: 5481.619141
	Iteration 5F: 3 clusters Score -6106158 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -6110177.500000 Penalty: 5481.619141
	Iteration 6F: 3 clusters Score -6110178 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -6114246.500000 Penalty: 5481.619141
	Iteration 7F: 3 clusters Score -6114246 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -6117229.000000 Penalty: 5481.619141
	Iteration 8F: 3 clusters Score -6117229 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -6118854.000000 Penalty: 5481.619141
	Iteration 9Q: 3 clusters Score -6118854 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -6119667.000000 Penalty: 5481.619141
	Iteration 10Q: 3 clusters Score -6119667 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -6120141.000000 Penalty: 5481.619141
	Iteration 11Q: 3 clusters Score -6120141 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -6120475.000000 Penalty: 5481.619141
	Iteration 12Q: 3 clusters Score -6120475 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -6120718.000000 Penalty: 5481.619141
	Iteration 13Q: 3 clusters Score -6120718 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -6120919.000000 Penalty: 5481.619141
	Iteration 14Q: 3 clusters Score -6120919 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -6121069.000000 Penalty: 5481.619141
	Iteration 15Q: 3 clusters Score -6121069 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -6121208.000000 Penalty: 5481.619141
	Iteration 16Q: 3 clusters Score -6121208 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -6121339.500000 Penalty: 5481.619141
	Iteration 17Q: 3 clusters Score -6121340 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 55766 members 
Entering Unmasked Estep 
Score: -6121440.000000 Penalty: 5481.619141
	Iteration 18Q: 3 clusters Score -6121440 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 56074 members 
Entering Unmasked Estep 
Score: -6121507.000000 Penalty: 5481.619141
	Iteration 19Q: 3 clusters Score -6121507 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -6121578.000000 Penalty: 5481.619141
	Iteration 20F: 3 clusters Score -6121578 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -6121625.000000 Penalty: 5481.619141
	Iteration 21Q: 3 clusters Score -6121625 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -6121699.000000 Penalty: 5481.619141
	Iteration 22Q: 3 clusters Score -6121699 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -6121724.000000 Penalty: 5481.619141
	Iteration 23Q: 3 clusters Score -6121724 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -6121794.500000 Penalty: 5481.619141
	Iteration 24Q: 3 clusters Score -6121794 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -6121853.500000 Penalty: 5481.619141
	Iteration 25Q: 3 clusters Score -6121854 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -6121872.000000 Penalty: 5481.619141
	Iteration 26Q: 3 clusters Score -6121872 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -6121887.500000 Penalty: 5481.619141
	Iteration 27Q: 3 clusters Score -6121888 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -6121927.000000 Penalty: 5481.619141
	Iteration 28Q: 3 clusters Score -6121927 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -6121935.500000 Penalty: 5481.619141
	Iteration 29Q: 3 clusters Score -6121936 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
Score: -6121954.000000 Penalty: 5481.619141
	Iteration 30Q: 3 clusters Score -6121954 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -6121973.500000 Penalty: 5481.619141
	Iteration 31Q: 3 clusters Score -6121974 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 58304 members 
Entering Unmasked Estep 
Score: -6121976.500000 Penalty: 5481.619141
	Iteration 32Q: 3 clusters Score -6121976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -6121983.500000 Penalty: 5481.619141
	Iteration 33Q: 3 clusters Score -6121984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -6122006.500000 Penalty: 5481.619141
	Iteration 34Q: 3 clusters Score -6122006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -6122013.500000 Penalty: 5481.619141
	Iteration 35Q: 3 clusters Score -6122014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -6122001.000000 Penalty: 5481.619141
	Iteration 36Q: 3 clusters Score -6122001 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 58566 members 
Entering Unmasked Estep 
Score: -6122006.000000 Penalty: 5481.619141
	Iteration 37Q: 3 clusters Score -6122006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -6122003.500000 Penalty: 5481.619141
	Iteration 38Q: 3 clusters Score -6122004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -6122009.500000 Penalty: 5481.619141
	Iteration 39Q: 3 clusters Score -6122010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -6122017.500000 Penalty: 5481.619141
	Iteration 40F: 3 clusters Score -6122018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 58693 members 
Entering Unmasked Estep 
Score: -6122014.000000 Penalty: 5481.619141
	Iteration 41Q: 3 clusters Score -6122014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -6122020.500000 Penalty: 5481.619141
	Iteration 42Q: 3 clusters Score -6122020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -6122022.500000 Penalty: 5481.619141
	Iteration 43Q: 3 clusters Score -6122022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 58760 members 
Entering Unmasked Estep 
Score: -6122024.500000 Penalty: 5481.619141
	Iteration 44Q: 3 clusters Score -6122024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -6122021.500000 Penalty: 5481.619141
	Iteration 45Q: 3 clusters Score -6122022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -6122020.500000 Penalty: 5481.619141
	Iteration 46Q: 3 clusters Score -6122020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 58818 members 
Entering Unmasked Estep 
Score: -6122018.000000 Penalty: 5481.619141
	Iteration 47Q: 3 clusters Score -6122018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -6122021.000000 Penalty: 5481.619141
	Iteration 48Q: 3 clusters Score -6122021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 58853 members 
Entering Unmasked Estep 
Score: -6122024.500000 Penalty: 5481.619141
	Iteration 49Q: 3 clusters Score -6122024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -6122032.500000 Penalty: 5481.619141
	Iteration 50Q: 3 clusters Score -6122032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -6122030.000000 Penalty: 5481.619141
	Iteration 51Q: 3 clusters Score -6122030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -6122036.500000 Penalty: 5481.619141
	Iteration 52Q: 3 clusters Score -6122036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -6122040.500000 Penalty: 5481.619141
	Iteration 53Q: 3 clusters Score -6122040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -6122037.000000 Penalty: 5481.619141
	Iteration 54Q: 3 clusters Score -6122037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
Score: -6122035.000000 Penalty: 5481.619141
	Iteration 55Q: 3 clusters Score -6122035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 58944 members 
Entering Unmasked Estep 
Score: -6122049.000000 Penalty: 5481.619141
	Iteration 56Q: 3 clusters Score -6122049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -6122041.000000 Penalty: 5481.619141
	Iteration 57Q: 3 clusters Score -6122041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -6122041.500000 Penalty: 5481.619141
	Iteration 58Q: 3 clusters Score -6122042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -6122045.500000 Penalty: 5481.619141
	Iteration 59Q: 3 clusters Score -6122046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -6122045.000000 Penalty: 5481.619141
	Iteration 60F: 3 clusters Score -6122045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -6122046.500000 Penalty: 5481.619141
	Iteration 61Q: 3 clusters Score -6122046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 58966 members 
Entering Unmasked Estep 
Score: -6122043.000000 Penalty: 5481.619141
	Iteration 62Q: 3 clusters Score -6122043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
Score: -6122041.500000 Penalty: 5481.619141
	Iteration 63Q: 3 clusters Score -6122042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 58973 members 
Entering Unmasked Estep 
Score: -6122044.500000 Penalty: 5481.619141
	Iteration 64Q: 3 clusters Score -6122044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -6122041.000000 Penalty: 5481.619141
	Iteration 65Q: 3 clusters Score -6122041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -6122040.500000 Penalty: 5481.619141
	Iteration 66Q: 3 clusters Score -6122040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -6122041.500000 Penalty: 5481.619141
	Iteration 67Q: 3 clusters Score -6122042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 58984 members 
Entering Unmasked Estep 
Score: -6122043.000000 Penalty: 5481.619141
	Iteration 68Q: 3 clusters Score -6122043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -6122044.500000 Penalty: 5481.619141
	Iteration 69Q: 3 clusters Score -6122044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -6122042.000000 Penalty: 5481.619141
	Iteration 70Q: 3 clusters Score -6122042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 58988 members 
Entering Unmasked Estep 
Score: -6122045.000000 Penalty: 5481.619141
	Iteration 71Q: 3 clusters Score -6122045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -6122050.000000 Penalty: 5481.619141
	Iteration 72Q: 3 clusters Score -6122050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 58997 members 
Entering Unmasked Estep 
Score: -6122046.000000 Penalty: 5481.619141
	Iteration 73Q: 3 clusters Score -6122046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -6122045.500000 Penalty: 5481.619141
	Iteration 74Q: 3 clusters Score -6122046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -6122045.500000 Penalty: 5481.619141
	Iteration 75Q: 3 clusters Score -6122046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -6122047.000000 Penalty: 5481.619141
	Iteration 76Q: 3 clusters Score -6122047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 59031 members 
Entering Unmasked Estep 
Score: -6122053.000000 Penalty: 5481.619141
	Iteration 77Q: 3 clusters Score -6122053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -6122054.000000 Penalty: 5481.619141
	Iteration 78Q: 3 clusters Score -6122054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 59038 members 
Entering Unmasked Estep 
Score: -6122053.000000 Penalty: 5481.619141
	Iteration 79Q: 3 clusters Score -6122053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -6122060.000000 Penalty: 5481.619141
	Iteration 80F: 3 clusters Score -6122060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -6122061.500000 Penalty: 5481.619141
	Iteration 81Q: 3 clusters Score -6122062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 59046 members 
Entering Unmasked Estep 
Score: -6122062.000000 Penalty: 5481.619141
	Iteration 82Q: 3 clusters Score -6122062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -6122069.000000 Penalty: 5481.619141
	Iteration 83Q: 3 clusters Score -6122069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -6122063.000000 Penalty: 5481.619141
	Iteration 84Q: 3 clusters Score -6122063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -6122066.000000 Penalty: 5481.619141
	Iteration 85Q: 3 clusters Score -6122066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -6122066.500000 Penalty: 5481.619141
	Iteration 86Q: 3 clusters Score -6122066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -6122070.000000 Penalty: 5481.619141
	Iteration 87Q: 3 clusters Score -6122070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -6122070.000000 Penalty: 5481.619141
	Iteration 88F: 3 clusters Score -6122070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (127946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127946 members 
Entering Unmasked Estep 
Score: -12414778.000000 Penalty: 2916.322021
	Iteration 0F: 2 clusters Score -1.241478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 63680 members 
Entering Unmasked Estep 
Score: -12329118.000000 Penalty: 5832.644043
	Iteration 0F: 3 clusters Score -1.232912e+07 nChanged 60841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67335 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -12363890.000000 Penalty: 5832.644043
	Iteration 1F: 3 clusters Score -1.236389e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69694 members 
Mstep: Class 2 contains 58252 members 
Entering Unmasked Estep 
Score: -12364915.000000 Penalty: 5832.644043
	Iteration 2Q: 3 clusters Score -1.236492e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -12366485.000000 Penalty: 5832.644043
	Iteration 3Q: 3 clusters Score -1.236648e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -12369206.000000 Penalty: 5832.644043
	Iteration 4Q: 3 clusters Score -1.236921e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86548 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -12374088.000000 Penalty: 5832.644043
	Iteration 5F: 3 clusters Score -1.237409e+07 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97048 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -12382175.000000 Penalty: 5832.644043
	Iteration 6F: 3 clusters Score -1.238218e+07 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108861 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -12393377.000000 Penalty: 5832.644043
	Iteration 7F: 3 clusters Score -1.239338e+07 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118933 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -12403596.000000 Penalty: 5832.644043
	Iteration 8F: 3 clusters Score -1.24036e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124664 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -12409221.000000 Penalty: 5832.644043
	Iteration 9Q: 3 clusters Score -1.240922e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126802 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -12411195.000000 Penalty: 5832.644043
	Iteration 10Q: 3 clusters Score -1.24112e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127387 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -12411817.000000 Penalty: 5832.644043
	Iteration 11Q: 3 clusters Score -1.241182e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127538 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -12412052.000000 Penalty: 5832.644043
	Iteration 12Q: 3 clusters Score -1.241205e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127586 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -12412130.000000 Penalty: 5832.644043
	Iteration 13Q: 3 clusters Score -1.241213e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127610 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -12412169.000000 Penalty: 5832.644043
	Iteration 14Q: 3 clusters Score -1.241217e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127626 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -12412203.000000 Penalty: 5832.644043
	Iteration 15Q: 3 clusters Score -1.24122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127636 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -12412214.000000 Penalty: 5832.644043
	Iteration 16Q: 3 clusters Score -1.241221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127639 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -12412229.000000 Penalty: 5832.644043
	Iteration 17Q: 3 clusters Score -1.241223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127641 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -12412237.000000 Penalty: 5832.644043
	Iteration 18Q: 3 clusters Score -1.241224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127642 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -12412250.000000 Penalty: 5832.644043
	Iteration 19Q: 3 clusters Score -1.241225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127645 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -12412258.000000 Penalty: 5832.644043
	Iteration 20F: 3 clusters Score -1.241226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127645 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -12412258.000000 Penalty: 5832.644043
	Iteration 21Q: 3 clusters Score -1.241226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127649 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -12412256.000000 Penalty: 5832.644043
	Iteration 22Q: 3 clusters Score -1.241226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127652 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -12412267.000000 Penalty: 5832.644043
	Iteration 23Q: 3 clusters Score -1.241227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127653 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -12412259.000000 Penalty: 5832.644043
	Iteration 24Q: 3 clusters Score -1.241226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127651 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12412267.000000 Penalty: 5832.644043
	Iteration 25Q: 3 clusters Score -1.241227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127652 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -12412270.000000 Penalty: 5832.644043
	Iteration 26Q: 3 clusters Score -1.241227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127651 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12412272.000000 Penalty: 5832.644043
	Iteration 27Q: 3 clusters Score -1.241227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127651 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12412272.000000 Penalty: 5832.644043
	Iteration 28F: 3 clusters Score -1.241227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Entering Unmasked Estep 
Score: -571794.437500 Penalty: 2163.482422
	Iteration 0F: 2 clusters Score -571794.4 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 3035 members 
Entering Unmasked Estep 
Score: -566610.000000 Penalty: 4326.964844
	Iteration 0F: 3 clusters Score -566610 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -567852.437500 Penalty: 4326.964844
	Iteration 1F: 3 clusters Score -567852.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -568123.062500 Penalty: 4326.964844
	Iteration 2F: 3 clusters Score -568123.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -568381.437500 Penalty: 4326.964844
	Iteration 3F: 3 clusters Score -568381.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -568596.812500 Penalty: 4326.964844
	Iteration 4F: 3 clusters Score -568596.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -568771.375000 Penalty: 4326.964844
	Iteration 5Q: 3 clusters Score -568771.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -568914.437500 Penalty: 4326.964844
	Iteration 6Q: 3 clusters Score -568914.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -569031.875000 Penalty: 4326.964844
	Iteration 7Q: 3 clusters Score -569031.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -569149.500000 Penalty: 4326.964844
	Iteration 8Q: 3 clusters Score -569149.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -569255.625000 Penalty: 4326.964844
	Iteration 9Q: 3 clusters Score -569255.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -569336.437500 Penalty: 4326.964844
	Iteration 10Q: 3 clusters Score -569336.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -569420.625000 Penalty: 4326.964844
	Iteration 11Q: 3 clusters Score -569420.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -569513.062500 Penalty: 4326.964844
	Iteration 12Q: 3 clusters Score -569513.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -569595.250000 Penalty: 4326.964844
	Iteration 13Q: 3 clusters Score -569595.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -569672.812500 Penalty: 4326.964844
	Iteration 14Q: 3 clusters Score -569672.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -569749.187500 Penalty: 4326.964844
	Iteration 15Q: 3 clusters Score -569749.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -569829.125000 Penalty: 4326.964844
	Iteration 16Q: 3 clusters Score -569829.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -569898.125000 Penalty: 4326.964844
	Iteration 17Q: 3 clusters Score -569898.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -569980.937500 Penalty: 4326.964844
	Iteration 18Q: 3 clusters Score -569980.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -570049.500000 Penalty: 4326.964844
	Iteration 19Q: 3 clusters Score -570049.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -570104.562500 Penalty: 4326.964844
	Iteration 20F: 3 clusters Score -570104.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -570147.875000 Penalty: 4326.964844
	Iteration 21Q: 3 clusters Score -570147.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -570178.562500 Penalty: 4326.964844
	Iteration 22Q: 3 clusters Score -570178.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -570194.437500 Penalty: 4326.964844
	Iteration 23Q: 3 clusters Score -570194.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -570208.375000 Penalty: 4326.964844
	Iteration 24Q: 3 clusters Score -570208.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -570217.437500 Penalty: 4326.964844
	Iteration 25Q: 3 clusters Score -570217.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -570228.687500 Penalty: 4326.964844
	Iteration 26Q: 3 clusters Score -570228.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -570236.437500 Penalty: 4326.964844
	Iteration 27Q: 3 clusters Score -570236.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -570241.375000 Penalty: 4326.964844
	Iteration 28Q: 3 clusters Score -570241.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -570245.312500 Penalty: 4326.964844
	Iteration 29Q: 3 clusters Score -570245.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -570249.312500 Penalty: 4326.964844
	Iteration 30Q: 3 clusters Score -570249.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -570253.000000 Penalty: 4326.964844
	Iteration 31Q: 3 clusters Score -570253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -570253.812500 Penalty: 4326.964844
	Iteration 32Q: 3 clusters Score -570253.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -570254.437500 Penalty: 4326.964844
	Iteration 33Q: 3 clusters Score -570254.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -570257.187500 Penalty: 4326.964844
	Iteration 34Q: 3 clusters Score -570257.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -570257.812500 Penalty: 4326.964844
	Iteration 35Q: 3 clusters Score -570257.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -570257.812500 Penalty: 4326.964844
	Iteration 36F: 3 clusters Score -570257.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Entering Unmasked Estep 
Score: -1473564.750000 Penalty: 2393.363037
	Iteration 0F: 2 clusters Score -1473565 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 7776 members 
Entering Unmasked Estep 
Score: -1462373.875000 Penalty: 4786.726074
	Iteration 0F: 3 clusters Score -1462374 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1465898.625000 Penalty: 4786.726074
	Iteration 1F: 3 clusters Score -1465899 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1466286.500000 Penalty: 4786.726074
	Iteration 2F: 3 clusters Score -1466286 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1466631.000000 Penalty: 4786.726074
	Iteration 3F: 3 clusters Score -1466631 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1467001.000000 Penalty: 4786.726074
	Iteration 4Q: 3 clusters Score -1467001 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1467397.625000 Penalty: 4786.726074
	Iteration 5F: 3 clusters Score -1467398 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1467829.375000 Penalty: 4786.726074
	Iteration 6F: 3 clusters Score -1467829 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1468278.250000 Penalty: 4786.726074
	Iteration 7F: 3 clusters Score -1468278 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1468695.625000 Penalty: 4786.726074
	Iteration 8F: 3 clusters Score -1468696 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1469099.000000 Penalty: 4786.726074
	Iteration 9Q: 3 clusters Score -1469099 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1469453.625000 Penalty: 4786.726074
	Iteration 10Q: 3 clusters Score -1469454 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1469779.500000 Penalty: 4786.726074
	Iteration 11Q: 3 clusters Score -1469780 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1470035.750000 Penalty: 4786.726074
	Iteration 12Q: 3 clusters Score -1470036 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1470262.625000 Penalty: 4786.726074
	Iteration 13Q: 3 clusters Score -1470263 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1470434.750000 Penalty: 4786.726074
	Iteration 14Q: 3 clusters Score -1470435 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1470562.625000 Penalty: 4786.726074
	Iteration 15Q: 3 clusters Score -1470563 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1470694.000000 Penalty: 4786.726074
	Iteration 16Q: 3 clusters Score -1470694 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1470826.125000 Penalty: 4786.726074
	Iteration 17Q: 3 clusters Score -1470826 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1470960.625000 Penalty: 4786.726074
	Iteration 18Q: 3 clusters Score -1470961 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1471084.500000 Penalty: 4786.726074
	Iteration 19Q: 3 clusters Score -1471084 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1471180.125000 Penalty: 4786.726074
	Iteration 20F: 3 clusters Score -1471180 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1471264.500000 Penalty: 4786.726074
	Iteration 21Q: 3 clusters Score -1471264 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1471360.000000 Penalty: 4786.726074
	Iteration 22Q: 3 clusters Score -1471360 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1471456.250000 Penalty: 4786.726074
	Iteration 23Q: 3 clusters Score -1471456 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1471532.125000 Penalty: 4786.726074
	Iteration 24Q: 3 clusters Score -1471532 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1471629.375000 Penalty: 4786.726074
	Iteration 25Q: 3 clusters Score -1471629 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1471702.750000 Penalty: 4786.726074
	Iteration 26Q: 3 clusters Score -1471703 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1471778.250000 Penalty: 4786.726074
	Iteration 27Q: 3 clusters Score -1471778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1471845.625000 Penalty: 4786.726074
	Iteration 28Q: 3 clusters Score -1471846 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1471897.875000 Penalty: 4786.726074
	Iteration 29Q: 3 clusters Score -1471898 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1471935.000000 Penalty: 4786.726074
	Iteration 30Q: 3 clusters Score -1471935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1471961.125000 Penalty: 4786.726074
	Iteration 31Q: 3 clusters Score -1471961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1471976.250000 Penalty: 4786.726074
	Iteration 32Q: 3 clusters Score -1471976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1472000.250000 Penalty: 4786.726074
	Iteration 33Q: 3 clusters Score -1472000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1472018.625000 Penalty: 4786.726074
	Iteration 34Q: 3 clusters Score -1472019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1472030.125000 Penalty: 4786.726074
	Iteration 35Q: 3 clusters Score -1472030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1472036.750000 Penalty: 4786.726074
	Iteration 36Q: 3 clusters Score -1472037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1472040.625000 Penalty: 4786.726074
	Iteration 37Q: 3 clusters Score -1472041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1472053.000000 Penalty: 4786.726074
	Iteration 38Q: 3 clusters Score -1472053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1472063.625000 Penalty: 4786.726074
	Iteration 39Q: 3 clusters Score -1472064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1472072.500000 Penalty: 4786.726074
	Iteration 40F: 3 clusters Score -1472072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1472083.750000 Penalty: 4786.726074
	Iteration 41Q: 3 clusters Score -1472084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1472097.750000 Penalty: 4786.726074
	Iteration 42Q: 3 clusters Score -1472098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1472103.250000 Penalty: 4786.726074
	Iteration 43Q: 3 clusters Score -1472103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1472109.875000 Penalty: 4786.726074
	Iteration 44Q: 3 clusters Score -1472110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1472114.375000 Penalty: 4786.726074
	Iteration 45Q: 3 clusters Score -1472114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1472116.375000 Penalty: 4786.726074
	Iteration 46Q: 3 clusters Score -1472116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1472118.125000 Penalty: 4786.726074
	Iteration 47Q: 3 clusters Score -1472118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1472117.000000 Penalty: 4786.726074
	Iteration 48Q: 3 clusters Score -1472117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1472117.375000 Penalty: 4786.726074
	Iteration 49Q: 3 clusters Score -1472117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1472122.875000 Penalty: 4786.726074
	Iteration 50Q: 3 clusters Score -1472123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1472124.375000 Penalty: 4786.726074
	Iteration 51Q: 3 clusters Score -1472124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1472128.250000 Penalty: 4786.726074
	Iteration 52Q: 3 clusters Score -1472128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1472126.625000 Penalty: 4786.726074
	Iteration 53Q: 3 clusters Score -1472127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1472127.500000 Penalty: 4786.726074
	Iteration 54Q: 3 clusters Score -1472128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1472127.500000 Penalty: 4786.726074
	Iteration 55F: 3 clusters Score -1472128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (227960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227960 members 
Entering Unmasked Estep 
Score: -22440698.000000 Penalty: 3059.557617
	Iteration 0F: 2 clusters Score -2.24407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114224 members 
Mstep: Class 2 contains 113736 members 
Entering Unmasked Estep 
Score: -22288506.000000 Penalty: 6119.115234
	Iteration 0F: 3 clusters Score -2.228851e+07 nChanged 109666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120274 members 
Mstep: Class 2 contains 107686 members 
Entering Unmasked Estep 
Score: -22352164.000000 Penalty: 6119.115234
	Iteration 1F: 3 clusters Score -2.235216e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124081 members 
Mstep: Class 2 contains 103879 members 
Entering Unmasked Estep 
Score: -22353642.000000 Penalty: 6119.115234
	Iteration 2Q: 3 clusters Score -2.235364e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130125 members 
Mstep: Class 2 contains 97835 members 
Entering Unmasked Estep 
Score: -22355984.000000 Penalty: 6119.115234
	Iteration 3Q: 3 clusters Score -2.235598e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139322 members 
Mstep: Class 2 contains 88638 members 
Entering Unmasked Estep 
Score: -22360236.000000 Penalty: 6119.115234
	Iteration 4Q: 3 clusters Score -2.236024e+07 nChanged 14368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153214 members 
Mstep: Class 2 contains 74746 members 
Entering Unmasked Estep 
Score: -22368606.000000 Penalty: 6119.115234
	Iteration 5F: 3 clusters Score -2.236861e+07 nChanged 19258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172214 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -22384124.000000 Penalty: 6119.115234
	Iteration 6F: 3 clusters Score -2.238412e+07 nChanged 21459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193547 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -22404644.000000 Penalty: 6119.115234
	Iteration 7F: 3 clusters Score -2.240464e+07 nChanged 17739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211248 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -22422608.000000 Penalty: 6119.115234
	Iteration 8F: 3 clusters Score -2.242261e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221172 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -22432202.000000 Penalty: 6119.115234
	Iteration 9Q: 3 clusters Score -2.24322e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225222 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -22435888.000000 Penalty: 6119.115234
	Iteration 10Q: 3 clusters Score -2.243589e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226699 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -22437156.000000 Penalty: 6119.115234
	Iteration 11Q: 3 clusters Score -2.243716e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227181 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -22437634.000000 Penalty: 6119.115234
	Iteration 12Q: 3 clusters Score -2.243763e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227387 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -22437862.000000 Penalty: 6119.115234
	Iteration 13Q: 3 clusters Score -2.243786e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227476 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -22437932.000000 Penalty: 6119.115234
	Iteration 14Q: 3 clusters Score -2.243793e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227509 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -22437974.000000 Penalty: 6119.115234
	Iteration 15Q: 3 clusters Score -2.243797e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227535 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -22438002.000000 Penalty: 6119.115234
	Iteration 16Q: 3 clusters Score -2.2438e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227541 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -22438060.000000 Penalty: 6119.115234
	Iteration 17Q: 3 clusters Score -2.243806e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227555 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -22438094.000000 Penalty: 6119.115234
	Iteration 18Q: 3 clusters Score -2.243809e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227569 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -22438116.000000 Penalty: 6119.115234
	Iteration 19Q: 3 clusters Score -2.243812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227571 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22438132.000000 Penalty: 6119.115234
	Iteration 20F: 3 clusters Score -2.243813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227576 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22438130.000000 Penalty: 6119.115234
	Iteration 21Q: 3 clusters Score -2.243813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227583 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -22438136.000000 Penalty: 6119.115234
	Iteration 22Q: 3 clusters Score -2.243814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227588 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -22438156.000000 Penalty: 6119.115234
	Iteration 23Q: 3 clusters Score -2.243816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227596 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -22438178.000000 Penalty: 6119.115234
	Iteration 24Q: 3 clusters Score -2.243818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227598 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -22438158.000000 Penalty: 6119.115234
	Iteration 25Q: 3 clusters Score -2.243816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227597 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22438170.000000 Penalty: 6119.115234
	Iteration 26Q: 3 clusters Score -2.243817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227600 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -22438182.000000 Penalty: 6119.115234
	Iteration 27Q: 3 clusters Score -2.243818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227599 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -22438200.000000 Penalty: 6119.115234
	Iteration 28Q: 3 clusters Score -2.24382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227595 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -22438210.000000 Penalty: 6119.115234
	Iteration 29Q: 3 clusters Score -2.243821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227594 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -22438220.000000 Penalty: 6119.115234
	Iteration 30Q: 3 clusters Score -2.243822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227596 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -22438220.000000 Penalty: 6119.115234
	Iteration 31Q: 3 clusters Score -2.243822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227597 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22438220.000000 Penalty: 6119.115234
	Iteration 32Q: 3 clusters Score -2.243822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227599 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -22438226.000000 Penalty: 6119.115234
	Iteration 33Q: 3 clusters Score -2.243823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227598 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -22438228.000000 Penalty: 6119.115234
	Iteration 34Q: 3 clusters Score -2.243823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227598 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -22438228.000000 Penalty: 6119.115234
	Iteration 35F: 3 clusters Score -2.243823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Entering Unmasked Estep 
Score: -1201251.625000 Penalty: 2350.638428
	Iteration 0F: 2 clusters Score -1201252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1191565.250000 Penalty: 4701.276855
	Iteration 0F: 3 clusters Score -1191565 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1194580.000000 Penalty: 4701.276855
	Iteration 1F: 3 clusters Score -1194580 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1195022.250000 Penalty: 4701.276855
	Iteration 2F: 3 clusters Score -1195022 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1195494.125000 Penalty: 4701.276855
	Iteration 3F: 3 clusters Score -1195494 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1195973.875000 Penalty: 4701.276855
	Iteration 4F: 3 clusters Score -1195974 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1196489.250000 Penalty: 4701.276855
	Iteration 5F: 3 clusters Score -1196489 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1197063.875000 Penalty: 4701.276855
	Iteration 6F: 3 clusters Score -1197064 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1197710.000000 Penalty: 4701.276855
	Iteration 7F: 3 clusters Score -1197710 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1198468.750000 Penalty: 4701.276855
	Iteration 8F: 3 clusters Score -1198469 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1199361.875000 Penalty: 4701.276855
	Iteration 9F: 3 clusters Score -1199362 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1200140.000000 Penalty: 4701.276855
	Iteration 10F: 3 clusters Score -1200140 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1200602.250000 Penalty: 4701.276855
	Iteration 11Q: 3 clusters Score -1200602 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1200916.875000 Penalty: 4701.276855
	Iteration 12Q: 3 clusters Score -1200917 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1201145.500000 Penalty: 4701.276855
	Iteration 13Q: 3 clusters Score -1201146 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1201315.500000 Penalty: 4701.276855
	Iteration 14Q: 3 clusters Score -1201316 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1201435.000000 Penalty: 4701.276855
	Iteration 15Q: 3 clusters Score -1201435 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1201529.625000 Penalty: 4701.276855
	Iteration 16Q: 3 clusters Score -1201530 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1201615.750000 Penalty: 4701.276855
	Iteration 17Q: 3 clusters Score -1201616 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1201703.625000 Penalty: 4701.276855
	Iteration 18Q: 3 clusters Score -1201704 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1201787.875000 Penalty: 4701.276855
	Iteration 19Q: 3 clusters Score -1201788 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1201863.000000 Penalty: 4701.276855
	Iteration 20F: 3 clusters Score -1201863 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1201935.125000 Penalty: 4701.276855
	Iteration 21Q: 3 clusters Score -1201935 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1202000.500000 Penalty: 4701.276855
	Iteration 22Q: 3 clusters Score -1202000 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1202055.750000 Penalty: 4701.276855
	Iteration 23Q: 3 clusters Score -1202056 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1202099.750000 Penalty: 4701.276855
	Iteration 24Q: 3 clusters Score -1202100 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1202120.750000 Penalty: 4701.276855
	Iteration 25Q: 3 clusters Score -1202121 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1202134.250000 Penalty: 4701.276855
	Iteration 26Q: 3 clusters Score -1202134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1202144.625000 Penalty: 4701.276855
	Iteration 27Q: 3 clusters Score -1202145 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1202155.875000 Penalty: 4701.276855
	Iteration 28Q: 3 clusters Score -1202156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1202165.125000 Penalty: 4701.276855
	Iteration 29Q: 3 clusters Score -1202165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1202164.750000 Penalty: 4701.276855
	Iteration 30Q: 3 clusters Score -1202165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1202167.125000 Penalty: 4701.276855
	Iteration 31Q: 3 clusters Score -1202167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1202169.625000 Penalty: 4701.276855
	Iteration 32Q: 3 clusters Score -1202170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1202171.375000 Penalty: 4701.276855
	Iteration 33Q: 3 clusters Score -1202171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1202172.250000 Penalty: 4701.276855
	Iteration 34Q: 3 clusters Score -1202172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1202175.000000 Penalty: 4701.276855
	Iteration 35Q: 3 clusters Score -1202175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1202177.375000 Penalty: 4701.276855
	Iteration 36Q: 3 clusters Score -1202177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1202179.875000 Penalty: 4701.276855
	Iteration 37Q: 3 clusters Score -1202180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1202180.375000 Penalty: 4701.276855
	Iteration 38Q: 3 clusters Score -1202180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1202182.750000 Penalty: 4701.276855
	Iteration 39Q: 3 clusters Score -1202183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1202184.125000 Penalty: 4701.276855
	Iteration 40F: 3 clusters Score -1202184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1202184.000000 Penalty: 4701.276855
	Iteration 41Q: 3 clusters Score -1202184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1202183.625000 Penalty: 4701.276855
	Iteration 42Q: 3 clusters Score -1202184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1202188.875000 Penalty: 4701.276855
	Iteration 43Q: 3 clusters Score -1202189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1202189.500000 Penalty: 4701.276855
	Iteration 44Q: 3 clusters Score -1202190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1202188.125000 Penalty: 4701.276855
	Iteration 45Q: 3 clusters Score -1202188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1202187.750000 Penalty: 4701.276855
	Iteration 46Q: 3 clusters Score -1202188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1202185.625000 Penalty: 4701.276855
	Iteration 47Q: 3 clusters Score -1202186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1202187.875000 Penalty: 4701.276855
	Iteration 48Q: 3 clusters Score -1202188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1202187.625000 Penalty: 4701.276855
	Iteration 49Q: 3 clusters Score -1202188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1202189.625000 Penalty: 4701.276855
	Iteration 50Q: 3 clusters Score -1202190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1202190.750000 Penalty: 4701.276855
	Iteration 51Q: 3 clusters Score -1202191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1202190.125000 Penalty: 4701.276855
	Iteration 52Q: 3 clusters Score -1202190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1202190.125000 Penalty: 4701.276855
	Iteration 53F: 3 clusters Score -1202190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22481 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 15211 members 
Mstep: Class 6 contains 101309 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223516 members 
Mstep: Class 9 contains 97304 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306078 members 
Mstep: Class 15 contains 217732 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 13091 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6872 members 
Mstep: Class 20 contains 63048 members 
Mstep: Class 21 contains 127946 members 
Mstep: Class 22 contains 6147 members 
Mstep: Class 23 contains 15532 members 
Mstep: Class 24 contains 227960 members 
Mstep: Class 25 contains 5335 members 
Mstep: Class 26 contains 9738 members 
Mstep: Class 27 contains 15958 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 11389 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 16827 members 
Mstep: Class 32 contains 6829 members 
Mstep: Class 33 contains 16449 members 
Mstep: Class 34 contains 7739 members 
Entering Unmasked Estep 
Score: -157706032.000000 Penalty: 120826.726562
Splitting cluster 25 changes total score from -157706160.000000 to -157706032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (9738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Entering Unmasked Estep 
Score: -925476.250000 Penalty: 2277.580322
	Iteration 0F: 2 clusters Score -925476.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -918006.250000 Penalty: 4555.160645
	Iteration 0F: 3 clusters Score -918006.2 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -920120.687500 Penalty: 4555.160645
	Iteration 1F: 3 clusters Score -920120.7 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -920452.687500 Penalty: 4555.160645
	Iteration 2F: 3 clusters Score -920452.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -920708.000000 Penalty: 4555.160645
	Iteration 3F: 3 clusters Score -920708 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -920944.187500 Penalty: 4555.160645
	Iteration 4Q: 3 clusters Score -920944.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -921205.750000 Penalty: 4555.160645
	Iteration 5Q: 3 clusters Score -921205.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -921525.375000 Penalty: 4555.160645
	Iteration 6Q: 3 clusters Score -921525.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -921881.937500 Penalty: 4555.160645
	Iteration 7Q: 3 clusters Score -921881.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -922265.937500 Penalty: 4555.160645
	Iteration 8Q: 3 clusters Score -922265.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -922688.750000 Penalty: 4555.160645
	Iteration 9F: 3 clusters Score -922688.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -923107.062500 Penalty: 4555.160645
	Iteration 10F: 3 clusters Score -923107.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -923425.250000 Penalty: 4555.160645
	Iteration 11Q: 3 clusters Score -923425.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -923612.687500 Penalty: 4555.160645
	Iteration 12Q: 3 clusters Score -923612.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -923736.062500 Penalty: 4555.160645
	Iteration 13Q: 3 clusters Score -923736.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -923813.125000 Penalty: 4555.160645
	Iteration 14Q: 3 clusters Score -923813.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -923861.250000 Penalty: 4555.160645
	Iteration 15Q: 3 clusters Score -923861.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -923895.625000 Penalty: 4555.160645
	Iteration 16Q: 3 clusters Score -923895.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -923927.000000 Penalty: 4555.160645
	Iteration 17Q: 3 clusters Score -923927 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -923959.937500 Penalty: 4555.160645
	Iteration 18Q: 3 clusters Score -923959.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -923996.187500 Penalty: 4555.160645
	Iteration 19Q: 3 clusters Score -923996.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -924026.625000 Penalty: 4555.160645
	Iteration 20F: 3 clusters Score -924026.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -924056.250000 Penalty: 4555.160645
	Iteration 21Q: 3 clusters Score -924056.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -924096.000000 Penalty: 4555.160645
	Iteration 22Q: 3 clusters Score -924096 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -924133.062500 Penalty: 4555.160645
	Iteration 23Q: 3 clusters Score -924133.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -924165.437500 Penalty: 4555.160645
	Iteration 24Q: 3 clusters Score -924165.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -924192.937500 Penalty: 4555.160645
	Iteration 25Q: 3 clusters Score -924192.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -924215.187500 Penalty: 4555.160645
	Iteration 26Q: 3 clusters Score -924215.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -924235.000000 Penalty: 4555.160645
	Iteration 27Q: 3 clusters Score -924235 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -924255.125000 Penalty: 4555.160645
	Iteration 28Q: 3 clusters Score -924255.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -924268.562500 Penalty: 4555.160645
	Iteration 29Q: 3 clusters Score -924268.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -924278.625000 Penalty: 4555.160645
	Iteration 30Q: 3 clusters Score -924278.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -924292.250000 Penalty: 4555.160645
	Iteration 31Q: 3 clusters Score -924292.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -924299.812500 Penalty: 4555.160645
	Iteration 32Q: 3 clusters Score -924299.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -924309.375000 Penalty: 4555.160645
	Iteration 33Q: 3 clusters Score -924309.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -924313.125000 Penalty: 4555.160645
	Iteration 34Q: 3 clusters Score -924313.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -924324.125000 Penalty: 4555.160645
	Iteration 35Q: 3 clusters Score -924324.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -924327.312500 Penalty: 4555.160645
	Iteration 36Q: 3 clusters Score -924327.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -924329.562500 Penalty: 4555.160645
	Iteration 37Q: 3 clusters Score -924329.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -924331.625000 Penalty: 4555.160645
	Iteration 38Q: 3 clusters Score -924331.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -924334.375000 Penalty: 4555.160645
	Iteration 39Q: 3 clusters Score -924334.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -924337.000000 Penalty: 4555.160645
	Iteration 40F: 3 clusters Score -924337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -924340.937500 Penalty: 4555.160645
	Iteration 41Q: 3 clusters Score -924340.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -924342.187500 Penalty: 4555.160645
	Iteration 42Q: 3 clusters Score -924342.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -924346.062500 Penalty: 4555.160645
	Iteration 43Q: 3 clusters Score -924346.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -924347.500000 Penalty: 4555.160645
	Iteration 44Q: 3 clusters Score -924347.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -924347.625000 Penalty: 4555.160645
	Iteration 45Q: 3 clusters Score -924347.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -924350.937500 Penalty: 4555.160645
	Iteration 46Q: 3 clusters Score -924350.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -924349.125000 Penalty: 4555.160645
	Iteration 47Q: 3 clusters Score -924349.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -924351.375000 Penalty: 4555.160645
	Iteration 48Q: 3 clusters Score -924351.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -924351.125000 Penalty: 4555.160645
	Iteration 49Q: 3 clusters Score -924351.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -924351.125000 Penalty: 4555.160645
	Iteration 50F: 3 clusters Score -924351.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Entering Unmasked Estep 
Score: -1454723.625000 Penalty: 2400.073486
	Iteration 0F: 2 clusters Score -1454724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1443370.625000 Penalty: 4800.146973
	Iteration 0F: 3 clusters Score -1443371 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1447224.000000 Penalty: 4800.146973
	Iteration 1F: 3 clusters Score -1447224 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1447769.625000 Penalty: 4800.146973
	Iteration 2F: 3 clusters Score -1447770 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1448336.625000 Penalty: 4800.146973
	Iteration 3F: 3 clusters Score -1448337 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1448891.750000 Penalty: 4800.146973
	Iteration 4F: 3 clusters Score -1448892 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1449536.375000 Penalty: 4800.146973
	Iteration 5F: 3 clusters Score -1449536 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1450188.500000 Penalty: 4800.146973
	Iteration 6F: 3 clusters Score -1450188 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1450890.625000 Penalty: 4800.146973
	Iteration 7F: 3 clusters Score -1450891 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1451592.750000 Penalty: 4800.146973
	Iteration 8F: 3 clusters Score -1451593 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1452237.875000 Penalty: 4800.146973
	Iteration 9Q: 3 clusters Score -1452238 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1452764.125000 Penalty: 4800.146973
	Iteration 10Q: 3 clusters Score -1452764 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1453078.125000 Penalty: 4800.146973
	Iteration 11Q: 3 clusters Score -1453078 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1453272.250000 Penalty: 4800.146973
	Iteration 12Q: 3 clusters Score -1453272 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1453396.375000 Penalty: 4800.146973
	Iteration 13Q: 3 clusters Score -1453396 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1453469.000000 Penalty: 4800.146973
	Iteration 14Q: 3 clusters Score -1453469 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1453542.375000 Penalty: 4800.146973
	Iteration 15Q: 3 clusters Score -1453542 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1453594.250000 Penalty: 4800.146973
	Iteration 16Q: 3 clusters Score -1453594 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1453640.375000 Penalty: 4800.146973
	Iteration 17Q: 3 clusters Score -1453640 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1453672.000000 Penalty: 4800.146973
	Iteration 18Q: 3 clusters Score -1453672 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1453706.500000 Penalty: 4800.146973
	Iteration 19Q: 3 clusters Score -1453706 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1453734.500000 Penalty: 4800.146973
	Iteration 20F: 3 clusters Score -1453734 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1453753.125000 Penalty: 4800.146973
	Iteration 21Q: 3 clusters Score -1453753 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1453772.375000 Penalty: 4800.146973
	Iteration 22Q: 3 clusters Score -1453772 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1453785.375000 Penalty: 4800.146973
	Iteration 23Q: 3 clusters Score -1453785 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1453799.750000 Penalty: 4800.146973
	Iteration 24Q: 3 clusters Score -1453800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1453816.125000 Penalty: 4800.146973
	Iteration 25Q: 3 clusters Score -1453816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1453832.375000 Penalty: 4800.146973
	Iteration 26Q: 3 clusters Score -1453832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1453844.125000 Penalty: 4800.146973
	Iteration 27Q: 3 clusters Score -1453844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1453845.375000 Penalty: 4800.146973
	Iteration 28Q: 3 clusters Score -1453845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1453852.375000 Penalty: 4800.146973
	Iteration 29Q: 3 clusters Score -1453852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1453856.375000 Penalty: 4800.146973
	Iteration 30Q: 3 clusters Score -1453856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1453857.875000 Penalty: 4800.146973
	Iteration 31Q: 3 clusters Score -1453858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1453864.625000 Penalty: 4800.146973
	Iteration 32Q: 3 clusters Score -1453865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1453869.750000 Penalty: 4800.146973
	Iteration 33Q: 3 clusters Score -1453870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1453877.625000 Penalty: 4800.146973
	Iteration 34Q: 3 clusters Score -1453878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1453887.875000 Penalty: 4800.146973
	Iteration 35Q: 3 clusters Score -1453888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1453887.250000 Penalty: 4800.146973
	Iteration 36Q: 3 clusters Score -1453887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1453889.750000 Penalty: 4800.146973
	Iteration 37Q: 3 clusters Score -1453890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1453886.875000 Penalty: 4800.146973
	Iteration 38Q: 3 clusters Score -1453887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1453894.375000 Penalty: 4800.146973
	Iteration 39Q: 3 clusters Score -1453894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1453897.875000 Penalty: 4800.146973
	Iteration 40F: 3 clusters Score -1453898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1453895.125000 Penalty: 4800.146973
	Iteration 41Q: 3 clusters Score -1453895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1453896.875000 Penalty: 4800.146973
	Iteration 42Q: 3 clusters Score -1453897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1453895.125000 Penalty: 4800.146973
	Iteration 43Q: 3 clusters Score -1453895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1453894.125000 Penalty: 4800.146973
	Iteration 44Q: 3 clusters Score -1453894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1453893.250000 Penalty: 4800.146973
	Iteration 45Q: 3 clusters Score -1453893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1453893.875000 Penalty: 4800.146973
	Iteration 46Q: 3 clusters Score -1453894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1453898.500000 Penalty: 4800.146973
	Iteration 47Q: 3 clusters Score -1453898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1453902.750000 Penalty: 4800.146973
	Iteration 48Q: 3 clusters Score -1453903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1453901.875000 Penalty: 4800.146973
	Iteration 49Q: 3 clusters Score -1453902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1453905.375000 Penalty: 4800.146973
	Iteration 50Q: 3 clusters Score -1453905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1453907.000000 Penalty: 4800.146973
	Iteration 51Q: 3 clusters Score -1453907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1453906.000000 Penalty: 4800.146973
	Iteration 52Q: 3 clusters Score -1453906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1453906.875000 Penalty: 4800.146973
	Iteration 53Q: 3 clusters Score -1453907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1453906.125000 Penalty: 4800.146973
	Iteration 54Q: 3 clusters Score -1453906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1453907.375000 Penalty: 4800.146973
	Iteration 55Q: 3 clusters Score -1453907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1453907.875000 Penalty: 4800.146973
	Iteration 56Q: 3 clusters Score -1453908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1453906.125000 Penalty: 4800.146973
	Iteration 57Q: 3 clusters Score -1453906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1453906.875000 Penalty: 4800.146973
	Iteration 58Q: 3 clusters Score -1453907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1453903.500000 Penalty: 4800.146973
	Iteration 59Q: 3 clusters Score -1453904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1453905.000000 Penalty: 4800.146973
	Iteration 60F: 3 clusters Score -1453905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1453907.250000 Penalty: 4800.146973
	Iteration 61Q: 3 clusters Score -1453907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1453907.500000 Penalty: 4800.146973
	Iteration 62Q: 3 clusters Score -1453908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1453907.500000 Penalty: 4800.146973
	Iteration 63Q: 3 clusters Score -1453908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1453903.875000 Penalty: 4800.146973
	Iteration 64Q: 3 clusters Score -1453904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1453906.875000 Penalty: 4800.146973
	Iteration 65Q: 3 clusters Score -1453907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1453906.500000 Penalty: 4800.146973
	Iteration 66Q: 3 clusters Score -1453906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1453906.500000 Penalty: 4800.146973
	Iteration 67F: 3 clusters Score -1453906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Entering Unmasked Estep 
Score: -493176.343750 Penalty: 2129.135986
	Iteration 0F: 2 clusters Score -493176.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -488434.093750 Penalty: 4258.271973
	Iteration 0F: 3 clusters Score -488434.1 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -489523.031250 Penalty: 4258.271973
	Iteration 1F: 3 clusters Score -489523 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -489763.906250 Penalty: 4258.271973
	Iteration 2F: 3 clusters Score -489763.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -489951.343750 Penalty: 4258.271973
	Iteration 3F: 3 clusters Score -489951.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -490162.750000 Penalty: 4258.271973
	Iteration 4F: 3 clusters Score -490162.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -490396.093750 Penalty: 4258.271973
	Iteration 5Q: 3 clusters Score -490396.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -490645.812500 Penalty: 4258.271973
	Iteration 6F: 3 clusters Score -490645.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -490917.125000 Penalty: 4258.271973
	Iteration 7F: 3 clusters Score -490917.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -491177.875000 Penalty: 4258.271973
	Iteration 8F: 3 clusters Score -491177.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -491446.468750 Penalty: 4258.271973
	Iteration 9F: 3 clusters Score -491446.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -491667.062500 Penalty: 4258.271973
	Iteration 10Q: 3 clusters Score -491667.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -491815.187500 Penalty: 4258.271973
	Iteration 11Q: 3 clusters Score -491815.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -491898.781250 Penalty: 4258.271973
	Iteration 12Q: 3 clusters Score -491898.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -491952.062500 Penalty: 4258.271973
	Iteration 13Q: 3 clusters Score -491952.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -491985.625000 Penalty: 4258.271973
	Iteration 14Q: 3 clusters Score -491985.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -492007.156250 Penalty: 4258.271973
	Iteration 15Q: 3 clusters Score -492007.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -492022.500000 Penalty: 4258.271973
	Iteration 16Q: 3 clusters Score -492022.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -492030.781250 Penalty: 4258.271973
	Iteration 17Q: 3 clusters Score -492030.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -492039.406250 Penalty: 4258.271973
	Iteration 18Q: 3 clusters Score -492039.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -492044.500000 Penalty: 4258.271973
	Iteration 19Q: 3 clusters Score -492044.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -492049.656250 Penalty: 4258.271973
	Iteration 20F: 3 clusters Score -492049.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -492053.062500 Penalty: 4258.271973
	Iteration 21Q: 3 clusters Score -492053.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -492053.812500 Penalty: 4258.271973
	Iteration 22Q: 3 clusters Score -492053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -492054.187500 Penalty: 4258.271973
	Iteration 23Q: 3 clusters Score -492054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -492054.218750 Penalty: 4258.271973
	Iteration 24Q: 3 clusters Score -492054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -492054.312500 Penalty: 4258.271973
	Iteration 25Q: 3 clusters Score -492054.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -492056.875000 Penalty: 4258.271973
	Iteration 26Q: 3 clusters Score -492056.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -492059.343750 Penalty: 4258.271973
	Iteration 27Q: 3 clusters Score -492059.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -492059.750000 Penalty: 4258.271973
	Iteration 28Q: 3 clusters Score -492059.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -492060.406250 Penalty: 4258.271973
	Iteration 29Q: 3 clusters Score -492060.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -492063.562500 Penalty: 4258.271973
	Iteration 30Q: 3 clusters Score -492063.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -492066.656250 Penalty: 4258.271973
	Iteration 31Q: 3 clusters Score -492066.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -492070.375000 Penalty: 4258.271973
	Iteration 32Q: 3 clusters Score -492070.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -492072.593750 Penalty: 4258.271973
	Iteration 33Q: 3 clusters Score -492072.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -492073.187500 Penalty: 4258.271973
	Iteration 34Q: 3 clusters Score -492073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -492073.437500 Penalty: 4258.271973
	Iteration 35Q: 3 clusters Score -492073.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -492073.437500 Penalty: 4258.271973
	Iteration 36F: 3 clusters Score -492073.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Entering Unmasked Estep 
Score: -1072504.875000 Penalty: 2316.420166
	Iteration 0F: 2 clusters Score -1072505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1064031.625000 Penalty: 4632.840332
	Iteration 0F: 3 clusters Score -1064032 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1066619.875000 Penalty: 4632.840332
	Iteration 1F: 3 clusters Score -1066620 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1067060.375000 Penalty: 4632.840332
	Iteration 2F: 3 clusters Score -1067060 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1067459.500000 Penalty: 4632.840332
	Iteration 3F: 3 clusters Score -1067460 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1067927.250000 Penalty: 4632.840332
	Iteration 4F: 3 clusters Score -1067927 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1068480.125000 Penalty: 4632.840332
	Iteration 5F: 3 clusters Score -1068480 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1069100.500000 Penalty: 4632.840332
	Iteration 6F: 3 clusters Score -1069100 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1069663.125000 Penalty: 4632.840332
	Iteration 7F: 3 clusters Score -1069663 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1070065.750000 Penalty: 4632.840332
	Iteration 8F: 3 clusters Score -1070066 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1070375.625000 Penalty: 4632.840332
	Iteration 9Q: 3 clusters Score -1070376 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1070605.750000 Penalty: 4632.840332
	Iteration 10Q: 3 clusters Score -1070606 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1070765.375000 Penalty: 4632.840332
	Iteration 11Q: 3 clusters Score -1070765 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1070920.375000 Penalty: 4632.840332
	Iteration 12Q: 3 clusters Score -1070920 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1071045.750000 Penalty: 4632.840332
	Iteration 13Q: 3 clusters Score -1071046 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1071135.625000 Penalty: 4632.840332
	Iteration 14Q: 3 clusters Score -1071136 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1071222.125000 Penalty: 4632.840332
	Iteration 15Q: 3 clusters Score -1071222 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1071296.500000 Penalty: 4632.840332
	Iteration 16Q: 3 clusters Score -1071296 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1071375.875000 Penalty: 4632.840332
	Iteration 17Q: 3 clusters Score -1071376 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1071467.375000 Penalty: 4632.840332
	Iteration 18Q: 3 clusters Score -1071467 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1071536.750000 Penalty: 4632.840332
	Iteration 19Q: 3 clusters Score -1071537 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1071589.375000 Penalty: 4632.840332
	Iteration 20F: 3 clusters Score -1071589 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1071644.375000 Penalty: 4632.840332
	Iteration 21Q: 3 clusters Score -1071644 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1071681.375000 Penalty: 4632.840332
	Iteration 22Q: 3 clusters Score -1071681 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1071714.250000 Penalty: 4632.840332
	Iteration 23Q: 3 clusters Score -1071714 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1071776.125000 Penalty: 4632.840332
	Iteration 24Q: 3 clusters Score -1071776 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1071850.625000 Penalty: 4632.840332
	Iteration 25Q: 3 clusters Score -1071851 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1071935.500000 Penalty: 4632.840332
	Iteration 26Q: 3 clusters Score -1071936 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1072049.750000 Penalty: 4632.840332
	Iteration 27Q: 3 clusters Score -1072050 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1072167.750000 Penalty: 4632.840332
	Iteration 28Q: 3 clusters Score -1072168 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1072274.250000 Penalty: 4632.840332
	Iteration 29Q: 3 clusters Score -1072274 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1072378.375000 Penalty: 4632.840332
	Iteration 30Q: 3 clusters Score -1072378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1072419.125000 Penalty: 4632.840332
	Iteration 31Q: 3 clusters Score -1072419 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1072449.875000 Penalty: 4632.840332
	Iteration 32Q: 3 clusters Score -1072450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1072461.000000 Penalty: 4632.840332
	Iteration 33Q: 3 clusters Score -1072461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1072466.750000 Penalty: 4632.840332
	Iteration 34Q: 3 clusters Score -1072467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1072471.125000 Penalty: 4632.840332
	Iteration 35Q: 3 clusters Score -1072471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1072469.750000 Penalty: 4632.840332
	Iteration 36Q: 3 clusters Score -1072470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1072473.000000 Penalty: 4632.840332
	Iteration 37Q: 3 clusters Score -1072473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1072472.250000 Penalty: 4632.840332
	Iteration 38Q: 3 clusters Score -1072472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1072472.375000 Penalty: 4632.840332
	Iteration 39Q: 3 clusters Score -1072472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1072475.625000 Penalty: 4632.840332
	Iteration 40F: 3 clusters Score -1072476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1072474.625000 Penalty: 4632.840332
	Iteration 41Q: 3 clusters Score -1072475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1072478.375000 Penalty: 4632.840332
	Iteration 42Q: 3 clusters Score -1072478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1072477.125000 Penalty: 4632.840332
	Iteration 43Q: 3 clusters Score -1072477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1072477.250000 Penalty: 4632.840332
	Iteration 44Q: 3 clusters Score -1072477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1072477.250000 Penalty: 4632.840332
	Iteration 45F: 3 clusters Score -1072477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Entering Unmasked Estep 
Score: -664142.187500 Penalty: 2201.452148
	Iteration 0F: 2 clusters Score -664142.2 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 3626 members 
Entering Unmasked Estep 
Score: -658274.937500 Penalty: 4402.904297
	Iteration 0F: 3 clusters Score -658274.9 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -659879.625000 Penalty: 4402.904297
	Iteration 1F: 3 clusters Score -659879.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -660188.062500 Penalty: 4402.904297
	Iteration 2F: 3 clusters Score -660188.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -660434.625000 Penalty: 4402.904297
	Iteration 3F: 3 clusters Score -660434.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -660604.250000 Penalty: 4402.904297
	Iteration 4Q: 3 clusters Score -660604.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -660709.750000 Penalty: 4402.904297
	Iteration 5Q: 3 clusters Score -660709.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -660792.437500 Penalty: 4402.904297
	Iteration 6Q: 3 clusters Score -660792.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -660874.312500 Penalty: 4402.904297
	Iteration 7Q: 3 clusters Score -660874.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -660959.062500 Penalty: 4402.904297
	Iteration 8Q: 3 clusters Score -660959.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -661050.812500 Penalty: 4402.904297
	Iteration 9Q: 3 clusters Score -661050.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -661154.937500 Penalty: 4402.904297
	Iteration 10Q: 3 clusters Score -661154.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -661279.500000 Penalty: 4402.904297
	Iteration 11Q: 3 clusters Score -661279.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -661440.437500 Penalty: 4402.904297
	Iteration 12Q: 3 clusters Score -661440.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -661625.312500 Penalty: 4402.904297
	Iteration 13Q: 3 clusters Score -661625.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -661841.625000 Penalty: 4402.904297
	Iteration 14Q: 3 clusters Score -661841.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -662056.062500 Penalty: 4402.904297
	Iteration 15Q: 3 clusters Score -662056.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -662287.062500 Penalty: 4402.904297
	Iteration 16Q: 3 clusters Score -662287.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -662499.062500 Penalty: 4402.904297
	Iteration 17Q: 3 clusters Score -662499.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -662699.250000 Penalty: 4402.904297
	Iteration 18Q: 3 clusters Score -662699.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -662870.375000 Penalty: 4402.904297
	Iteration 19Q: 3 clusters Score -662870.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -662972.312500 Penalty: 4402.904297
	Iteration 20F: 3 clusters Score -662972.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -663040.750000 Penalty: 4402.904297
	Iteration 21Q: 3 clusters Score -663040.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -663099.312500 Penalty: 4402.904297
	Iteration 22Q: 3 clusters Score -663099.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -663156.250000 Penalty: 4402.904297
	Iteration 23Q: 3 clusters Score -663156.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -663225.187500 Penalty: 4402.904297
	Iteration 24Q: 3 clusters Score -663225.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -663286.375000 Penalty: 4402.904297
	Iteration 25Q: 3 clusters Score -663286.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -663333.187500 Penalty: 4402.904297
	Iteration 26Q: 3 clusters Score -663333.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -663385.000000 Penalty: 4402.904297
	Iteration 27Q: 3 clusters Score -663385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -663431.875000 Penalty: 4402.904297
	Iteration 28Q: 3 clusters Score -663431.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -663463.125000 Penalty: 4402.904297
	Iteration 29Q: 3 clusters Score -663463.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -663485.562500 Penalty: 4402.904297
	Iteration 30Q: 3 clusters Score -663485.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -663499.187500 Penalty: 4402.904297
	Iteration 31Q: 3 clusters Score -663499.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -663506.687500 Penalty: 4402.904297
	Iteration 32Q: 3 clusters Score -663506.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -663513.937500 Penalty: 4402.904297
	Iteration 33Q: 3 clusters Score -663513.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -663517.562500 Penalty: 4402.904297
	Iteration 34Q: 3 clusters Score -663517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -663517.937500 Penalty: 4402.904297
	Iteration 35Q: 3 clusters Score -663517.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -663518.250000 Penalty: 4402.904297
	Iteration 36Q: 3 clusters Score -663518.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -663519.187500 Penalty: 4402.904297
	Iteration 37Q: 3 clusters Score -663519.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -663520.562500 Penalty: 4402.904297
	Iteration 38Q: 3 clusters Score -663520.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -663520.687500 Penalty: 4402.904297
	Iteration 39Q: 3 clusters Score -663520.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -663520.687500 Penalty: 4402.904297
	Iteration 40F: 3 clusters Score -663520.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (16827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Entering Unmasked Estep 
Score: -1564931.000000 Penalty: 2413.223389
	Iteration 0F: 2 clusters Score -1564931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1552803.750000 Penalty: 4826.446777
	Iteration 0F: 3 clusters Score -1552804 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1556868.625000 Penalty: 4826.446777
	Iteration 1F: 3 clusters Score -1556869 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1557456.875000 Penalty: 4826.446777
	Iteration 2F: 3 clusters Score -1557457 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1558121.000000 Penalty: 4826.446777
	Iteration 3F: 3 clusters Score -1558121 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1558953.875000 Penalty: 4826.446777
	Iteration 4F: 3 clusters Score -1558954 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1560088.750000 Penalty: 4826.446777
	Iteration 5F: 3 clusters Score -1560089 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1561558.875000 Penalty: 4826.446777
	Iteration 6F: 3 clusters Score -1561559 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1562911.625000 Penalty: 4826.446777
	Iteration 7F: 3 clusters Score -1562912 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1563648.500000 Penalty: 4826.446777
	Iteration 8F: 3 clusters Score -1563648 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1563980.125000 Penalty: 4826.446777
	Iteration 9Q: 3 clusters Score -1563980 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1564173.500000 Penalty: 4826.446777
	Iteration 10Q: 3 clusters Score -1564174 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1564327.500000 Penalty: 4826.446777
	Iteration 11Q: 3 clusters Score -1564328 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1564467.750000 Penalty: 4826.446777
	Iteration 12Q: 3 clusters Score -1564468 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1564625.375000 Penalty: 4826.446777
	Iteration 13Q: 3 clusters Score -1564625 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1564788.375000 Penalty: 4826.446777
	Iteration 14Q: 3 clusters Score -1564788 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1565007.750000 Penalty: 4826.446777
	Iteration 15Q: 3 clusters Score -1565008 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1565205.250000 Penalty: 4826.446777
	Iteration 16Q: 3 clusters Score -1565205 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1565378.500000 Penalty: 4826.446777
	Iteration 17Q: 3 clusters Score -1565378 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1565483.750000 Penalty: 4826.446777
	Iteration 18Q: 3 clusters Score -1565484 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1565552.375000 Penalty: 4826.446777
	Iteration 19Q: 3 clusters Score -1565552 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1565588.000000 Penalty: 4826.446777
	Iteration 20F: 3 clusters Score -1565588 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1565608.625000 Penalty: 4826.446777
	Iteration 21Q: 3 clusters Score -1565609 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1565631.750000 Penalty: 4826.446777
	Iteration 22Q: 3 clusters Score -1565632 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1565645.750000 Penalty: 4826.446777
	Iteration 23Q: 3 clusters Score -1565646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1565645.375000 Penalty: 4826.446777
	Iteration 24Q: 3 clusters Score -1565645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1565649.750000 Penalty: 4826.446777
	Iteration 25Q: 3 clusters Score -1565650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1565652.875000 Penalty: 4826.446777
	Iteration 26Q: 3 clusters Score -1565653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1565656.625000 Penalty: 4826.446777
	Iteration 27Q: 3 clusters Score -1565657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1565652.375000 Penalty: 4826.446777
	Iteration 28Q: 3 clusters Score -1565652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1565654.875000 Penalty: 4826.446777
	Iteration 29Q: 3 clusters Score -1565655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1565654.750000 Penalty: 4826.446777
	Iteration 30Q: 3 clusters Score -1565655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1565656.625000 Penalty: 4826.446777
	Iteration 31Q: 3 clusters Score -1565657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1565654.875000 Penalty: 4826.446777
	Iteration 32Q: 3 clusters Score -1565655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1565655.875000 Penalty: 4826.446777
	Iteration 33Q: 3 clusters Score -1565656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1565654.250000 Penalty: 4826.446777
	Iteration 34Q: 3 clusters Score -1565654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1565651.875000 Penalty: 4826.446777
	Iteration 35Q: 3 clusters Score -1565652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1565654.625000 Penalty: 4826.446777
	Iteration 36Q: 3 clusters Score -1565655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1565655.250000 Penalty: 4826.446777
	Iteration 37Q: 3 clusters Score -1565655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1565662.375000 Penalty: 4826.446777
	Iteration 38Q: 3 clusters Score -1565662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1565660.625000 Penalty: 4826.446777
	Iteration 39Q: 3 clusters Score -1565661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1565663.375000 Penalty: 4826.446777
	Iteration 40F: 3 clusters Score -1565663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1565663.125000 Penalty: 4826.446777
	Iteration 41Q: 3 clusters Score -1565663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1565661.625000 Penalty: 4826.446777
	Iteration 42Q: 3 clusters Score -1565662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1565661.625000 Penalty: 4826.446777
	Iteration 43F: 3 clusters Score -1565662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22481 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 15211 members 
Mstep: Class 6 contains 101309 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223516 members 
Mstep: Class 9 contains 97304 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306078 members 
Mstep: Class 15 contains 217732 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 13091 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6872 members 
Mstep: Class 20 contains 63048 members 
Mstep: Class 21 contains 127946 members 
Mstep: Class 22 contains 6147 members 
Mstep: Class 23 contains 15532 members 
Mstep: Class 24 contains 227960 members 
Mstep: Class 25 contains 13074 members 
Mstep: Class 26 contains 9738 members 
Mstep: Class 27 contains 15958 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 11389 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 11275 members 
Mstep: Class 32 contains 6829 members 
Mstep: Class 33 contains 16449 members 
Mstep: Class 34 contains 5552 members 
Entering Unmasked Estep 
Score: -157706560.000000 Penalty: 120826.726562
Splitting cluster 31 changes total score from -157706160.000000 to -157706560.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 32 (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: -601199.812500 Penalty: 2189.575684
	Iteration 0F: 2 clusters Score -601199.8 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 3377 members 
Entering Unmasked Estep 
Score: -595534.937500 Penalty: 4379.151367
	Iteration 0F: 3 clusters Score -595534.9 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -597213.187500 Penalty: 4379.151367
	Iteration 1F: 3 clusters Score -597213.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -597713.437500 Penalty: 4379.151367
	Iteration 2F: 3 clusters Score -597713.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -598251.437500 Penalty: 4379.151367
	Iteration 3F: 3 clusters Score -598251.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -598764.687500 Penalty: 4379.151367
	Iteration 4F: 3 clusters Score -598764.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -599217.250000 Penalty: 4379.151367
	Iteration 5F: 3 clusters Score -599217.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -599634.687500 Penalty: 4379.151367
	Iteration 6F: 3 clusters Score -599634.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -599880.250000 Penalty: 4379.151367
	Iteration 7Q: 3 clusters Score -599880.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -600053.500000 Penalty: 4379.151367
	Iteration 8Q: 3 clusters Score -600053.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -600196.187500 Penalty: 4379.151367
	Iteration 9Q: 3 clusters Score -600196.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -600339.562500 Penalty: 4379.151367
	Iteration 10Q: 3 clusters Score -600339.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -600471.812500 Penalty: 4379.151367
	Iteration 11Q: 3 clusters Score -600471.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -600575.187500 Penalty: 4379.151367
	Iteration 12Q: 3 clusters Score -600575.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -600662.500000 Penalty: 4379.151367
	Iteration 13Q: 3 clusters Score -600662.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -600749.000000 Penalty: 4379.151367
	Iteration 14Q: 3 clusters Score -600749 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -600817.562500 Penalty: 4379.151367
	Iteration 15Q: 3 clusters Score -600817.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -600862.125000 Penalty: 4379.151367
	Iteration 16Q: 3 clusters Score -600862.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -600905.500000 Penalty: 4379.151367
	Iteration 17Q: 3 clusters Score -600905.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -600949.562500 Penalty: 4379.151367
	Iteration 18Q: 3 clusters Score -600949.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -600989.000000 Penalty: 4379.151367
	Iteration 19Q: 3 clusters Score -600989 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -601016.875000 Penalty: 4379.151367
	Iteration 20F: 3 clusters Score -601016.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -601039.250000 Penalty: 4379.151367
	Iteration 21Q: 3 clusters Score -601039.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -601062.562500 Penalty: 4379.151367
	Iteration 22Q: 3 clusters Score -601062.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -601078.875000 Penalty: 4379.151367
	Iteration 23Q: 3 clusters Score -601078.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -601095.437500 Penalty: 4379.151367
	Iteration 24Q: 3 clusters Score -601095.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -601110.562500 Penalty: 4379.151367
	Iteration 25Q: 3 clusters Score -601110.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -601125.750000 Penalty: 4379.151367
	Iteration 26Q: 3 clusters Score -601125.8 nChanged 29
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: -601155.875000 Penalty: 4379.151367
	Iteration 27Q: 3 clusters Score -601155.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -601193.125000 Penalty: 4379.151367
	Iteration 28Q: 3 clusters Score -601193.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -601265.500000 Penalty: 4379.151367
	Iteration 29Q: 3 clusters Score -601265.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -601322.750000 Penalty: 4379.151367
	Iteration 30Q: 3 clusters Score -601322.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -601356.125000 Penalty: 4379.151367
	Iteration 31Q: 3 clusters Score -601356.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -601368.625000 Penalty: 4379.151367
	Iteration 32Q: 3 clusters Score -601368.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -601376.500000 Penalty: 4379.151367
	Iteration 33Q: 3 clusters Score -601376.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -601378.625000 Penalty: 4379.151367
	Iteration 34Q: 3 clusters Score -601378.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -601377.687500 Penalty: 4379.151367
	Iteration 35Q: 3 clusters Score -601377.7 nChanged 2
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: -601378.562500 Penalty: 4379.151367
	Iteration 36Q: 3 clusters Score -601378.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -601378.937500 Penalty: 4379.151367
	Iteration 37Q: 3 clusters Score -601378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -601379.875000 Penalty: 4379.151367
	Iteration 38Q: 3 clusters Score -601379.9 nChanged 1
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: -601381.000000 Penalty: 4379.151367
	Iteration 39Q: 3 clusters Score -601381 nChanged 0
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: -601381.000000 Penalty: 4379.151367
	Iteration 40F: 3 clusters Score -601381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22481 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 15211 members 
Mstep: Class 6 contains 101309 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223516 members 
Mstep: Class 9 contains 97304 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306078 members 
Mstep: Class 15 contains 217732 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 13091 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6872 members 
Mstep: Class 20 contains 63048 members 
Mstep: Class 21 contains 127946 members 
Mstep: Class 22 contains 6147 members 
Mstep: Class 23 contains 15532 members 
Mstep: Class 24 contains 227960 members 
Mstep: Class 25 contains 13074 members 
Mstep: Class 26 contains 9738 members 
Mstep: Class 27 contains 15958 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 11389 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 11275 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 16449 members 
Mstep: Class 34 contains 5552 members 
Mstep: Class 35 contains 5393 members 
Entering Unmasked Estep 
Score: -157705680.000000 Penalty: 124380.453125
Splitting cluster 32 changes total score from -157706160.000000 to -157705680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (16449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Entering Unmasked Estep 
Score: -1532426.375000 Penalty: 2407.589111
	Iteration 0F: 2 clusters Score -1532426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1520643.250000 Penalty: 4815.178223
	Iteration 0F: 3 clusters Score -1520643 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1524499.500000 Penalty: 4815.178223
	Iteration 1F: 3 clusters Score -1524500 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1524957.125000 Penalty: 4815.178223
	Iteration 2F: 3 clusters Score -1524957 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1525431.250000 Penalty: 4815.178223
	Iteration 3F: 3 clusters Score -1525431 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1525913.750000 Penalty: 4815.178223
	Iteration 4F: 3 clusters Score -1525914 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1526467.875000 Penalty: 4815.178223
	Iteration 5F: 3 clusters Score -1526468 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1527170.125000 Penalty: 4815.178223
	Iteration 6F: 3 clusters Score -1527170 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1527993.250000 Penalty: 4815.178223
	Iteration 7F: 3 clusters Score -1527993 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1528915.625000 Penalty: 4815.178223
	Iteration 8F: 3 clusters Score -1528916 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1530017.875000 Penalty: 4815.178223
	Iteration 9F: 3 clusters Score -1530018 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1531281.375000 Penalty: 4815.178223
	Iteration 10F: 3 clusters Score -1531281 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1532426.000000 Penalty: 4815.178223
	Iteration 11Q: 3 clusters Score -1532426 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1533204.750000 Penalty: 4815.178223
	Iteration 12Q: 3 clusters Score -1533205 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1533535.125000 Penalty: 4815.178223
	Iteration 13Q: 3 clusters Score -1533535 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1533615.625000 Penalty: 4815.178223
	Iteration 14Q: 3 clusters Score -1533616 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1533645.250000 Penalty: 4815.178223
	Iteration 15Q: 3 clusters Score -1533645 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1533652.375000 Penalty: 4815.178223
	Iteration 16Q: 3 clusters Score -1533652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1533658.750000 Penalty: 4815.178223
	Iteration 17Q: 3 clusters Score -1533659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1533661.750000 Penalty: 4815.178223
	Iteration 18Q: 3 clusters Score -1533662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1533662.875000 Penalty: 4815.178223
	Iteration 19Q: 3 clusters Score -1533663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1533668.750000 Penalty: 4815.178223
	Iteration 20F: 3 clusters Score -1533669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1533670.250000 Penalty: 4815.178223
	Iteration 21Q: 3 clusters Score -1533670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1533668.125000 Penalty: 4815.178223
	Iteration 22Q: 3 clusters Score -1533668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1533668.000000 Penalty: 4815.178223
	Iteration 23Q: 3 clusters Score -1533668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1533668.750000 Penalty: 4815.178223
	Iteration 24Q: 3 clusters Score -1533669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1533669.125000 Penalty: 4815.178223
	Iteration 25Q: 3 clusters Score -1533669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1533669.125000 Penalty: 4815.178223
	Iteration 26F: 3 clusters Score -1533669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22481 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 15211 members 
Mstep: Class 6 contains 101309 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223516 members 
Mstep: Class 9 contains 97304 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306078 members 
Mstep: Class 15 contains 217732 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 13091 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6872 members 
Mstep: Class 20 contains 63048 members 
Mstep: Class 21 contains 127946 members 
Mstep: Class 22 contains 6147 members 
Mstep: Class 23 contains 15532 members 
Mstep: Class 24 contains 227960 members 
Mstep: Class 25 contains 13074 members 
Mstep: Class 26 contains 9738 members 
Mstep: Class 27 contains 15958 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 11389 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 11275 members 
Mstep: Class 32 contains 6829 members 
Mstep: Class 33 contains 10563 members 
Mstep: Class 34 contains 5552 members 
Mstep: Class 35 contains 5886 members 
Entering Unmasked Estep 
Score: -157706480.000000 Penalty: 124380.453125
Splitting cluster 33 changes total score from -157706160.000000 to -157706480.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22481 members 
Mstep: Class 4 contains 10098 members 
Mstep: Class 5 contains 15211 members 
Mstep: Class 6 contains 101309 members 
Mstep: Class 7 contains 8231 members 
Mstep: Class 8 contains 223516 members 
Mstep: Class 9 contains 97304 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12877 members 
Mstep: Class 14 contains 306078 members 
Mstep: Class 15 contains 217732 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 13091 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6872 members 
Mstep: Class 20 contains 63048 members 
Mstep: Class 21 contains 127946 members 
Mstep: Class 22 contains 6147 members 
Mstep: Class 23 contains 15532 members 
Mstep: Class 24 contains 227960 members 
Mstep: Class 25 contains 13074 members 
Mstep: Class 26 contains 9738 members 
Mstep: Class 27 contains 15958 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 11389 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 11275 members 
Mstep: Class 32 contains 6829 members 
Mstep: Class 33 contains 10563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708688.000000 Penalty: 124380.453125
Iteration 279Q: 36 clusters Score -1.577087e+08 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 22481 members 
Mstep: Class 4 contains 10057 members 
Mstep: Class 5 contains 15212 members 
Mstep: Class 6 contains 101308 members 
Mstep: Class 7 contains 8234 members 
Mstep: Class 8 contains 223557 members 
Mstep: Class 9 contains 97372 members 
Mstep: Class 10 contains 12369 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12900 members 
Mstep: Class 14 contains 306649 members 
Mstep: Class 15 contains 217935 members 
Mstep: Class 16 contains 11147 members 
Mstep: Class 17 contains 13079 members 
Mstep: Class 18 contains 17659 members 
Mstep: Class 19 contains 6879 members 
Mstep: Class 20 contains 63045 members 
Mstep: Class 21 contains 127942 members 
Mstep: Class 22 contains 6151 members 
Mstep: Class 23 contains 15531 members 
Mstep: Class 24 contains 227960 members 
Mstep: Class 25 contains 13097 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15960 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 11454 members 
Mstep: Class 30 contains 7173 members 
Mstep: Class 31 contains 11448 members 
Mstep: Class 32 contains 6826 members 
Mstep: Class 33 contains 10105 members 
Mstep: Class 34 contains 5082 members 
Mstep: Class 35 contains 5583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710032.000000 Penalty: 124380.453125
Iteration 280F: 36 clusters Score -1.5771e+08 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22481 members 
Mstep: Class 4 contains 9998 members 
Mstep: Class 5 contains 15212 members 
Mstep: Class 6 contains 101305 members 
Mstep: Class 7 contains 8202 members 
Mstep: Class 8 contains 223535 members 
Mstep: Class 9 contains 97251 members 
Mstep: Class 10 contains 12244 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12863 members 
Mstep: Class 14 contains 306599 members 
Mstep: Class 15 contains 217842 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 13050 members 
Mstep: Class 18 contains 17656 members 
Mstep: Class 19 contains 6876 members 
Mstep: Class 20 contains 63036 members 
Mstep: Class 21 contains 127935 members 
Mstep: Class 22 contains 6161 members 
Mstep: Class 23 contains 15531 members 
Mstep: Class 24 contains 227960 members 
Mstep: Class 25 contains 13083 members 
Mstep: Class 26 contains 9739 members 
Mstep: Class 27 contains 15957 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 11499 members 
Mstep: Class 30 contains 7175 members 
Mstep: Class 31 contains 11592 members 
Mstep: Class 32 contains 6820 members 
Mstep: Class 33 contains 9871 members 
Mstep: Class 34 contains 5299 members 
Mstep: Class 35 contains 6036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711216.000000 Penalty: 124380.453125
Iteration 281Q: 36 clusters Score -1.577112e+08 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 22482 members 
Mstep: Class 4 contains 9970 members 
Mstep: Class 5 contains 15214 members 
Mstep: Class 6 contains 101302 members 
Mstep: Class 7 contains 8175 members 
Mstep: Class 8 contains 223532 members 
Mstep: Class 9 contains 97184 members 
Mstep: Class 10 contains 12137 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12824 members 
Mstep: Class 14 contains 306576 members 
Mstep: Class 15 contains 217776 members 
Mstep: Class 16 contains 11119 members 
Mstep: Class 17 contains 13026 members 
Mstep: Class 18 contains 17653 members 
Mstep: Class 19 contains 6873 members 
Mstep: Class 20 contains 63027 members 
Mstep: Class 21 contains 127925 members 
Mstep: Class 22 contains 6168 members 
Mstep: Class 23 contains 15530 members 
Mstep: Class 24 contains 227961 members 
Mstep: Class 25 contains 13084 members 
Mstep: Class 26 contains 9739 members 
Mstep: Class 27 contains 15954 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11541 members 
Mstep: Class 30 contains 7184 members 
Mstep: Class 31 contains 11673 members 
Mstep: Class 32 contains 6825 members 
Mstep: Class 33 contains 9707 members 
Mstep: Class 34 contains 5449 members 
Mstep: Class 35 contains 6325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711536.000000 Penalty: 124380.453125
Iteration 282Q: 36 clusters Score -1.577115e+08 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22483 members 
Mstep: Class 4 contains 9944 members 
Mstep: Class 5 contains 15212 members 
Mstep: Class 6 contains 101297 members 
Mstep: Class 7 contains 8154 members 
Mstep: Class 8 contains 223529 members 
Mstep: Class 9 contains 97153 members 
Mstep: Class 10 contains 12051 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12781 members 
Mstep: Class 14 contains 306516 members 
Mstep: Class 15 contains 217708 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 13026 members 
Mstep: Class 18 contains 17650 members 
Mstep: Class 19 contains 6875 members 
Mstep: Class 20 contains 63016 members 
Mstep: Class 21 contains 127926 members 
Mstep: Class 22 contains 6169 members 
Mstep: Class 23 contains 15538 members 
Mstep: Class 24 contains 227960 members 
Mstep: Class 25 contains 13083 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15953 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11571 members 
Mstep: Class 30 contains 7187 members 
Mstep: Class 31 contains 11752 members 
Mstep: Class 32 contains 6826 members 
Mstep: Class 33 contains 9587 members 
Mstep: Class 34 contains 5568 members 
Mstep: Class 35 contains 6578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712000.000000 Penalty: 124380.453125
Iteration 283Q: 36 clusters Score -1.57712e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 22485 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15213 members 
Mstep: Class 6 contains 101294 members 
Mstep: Class 7 contains 8137 members 
Mstep: Class 8 contains 223509 members 
Mstep: Class 9 contains 97149 members 
Mstep: Class 10 contains 11967 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12737 members 
Mstep: Class 14 contains 306458 members 
Mstep: Class 15 contains 217657 members 
Mstep: Class 16 contains 11087 members 
Mstep: Class 17 contains 13026 members 
Mstep: Class 18 contains 17647 members 
Mstep: Class 19 contains 6879 members 
Mstep: Class 20 contains 63012 members 
Mstep: Class 21 contains 127923 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 15538 members 
Mstep: Class 24 contains 227959 members 
Mstep: Class 25 contains 13077 members 
Mstep: Class 26 contains 9739 members 
Mstep: Class 27 contains 15953 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11600 members 
Mstep: Class 30 contains 7192 members 
Mstep: Class 31 contains 11791 members 
Mstep: Class 32 contains 6826 members 
Mstep: Class 33 contains 9530 members 
Mstep: Class 34 contains 5668 members 
Mstep: Class 35 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712176.000000 Penalty: 124380.453125
Iteration 284Q: 36 clusters Score -1.577122e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 22483 members 
Mstep: Class 4 contains 9897 members 
Mstep: Class 5 contains 15213 members 
Mstep: Class 6 contains 101290 members 
Mstep: Class 7 contains 8128 members 
Mstep: Class 8 contains 223499 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 11871 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12704 members 
Mstep: Class 14 contains 306385 members 
Mstep: Class 15 contains 217628 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 13024 members 
Mstep: Class 18 contains 17649 members 
Mstep: Class 19 contains 6876 members 
Mstep: Class 20 contains 63010 members 
Mstep: Class 21 contains 127922 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 15539 members 
Mstep: Class 24 contains 227959 members 
Mstep: Class 25 contains 13073 members 
Mstep: Class 26 contains 9739 members 
Mstep: Class 27 contains 15951 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11614 members 
Mstep: Class 30 contains 7193 members 
Mstep: Class 31 contains 11856 members 
Mstep: Class 32 contains 6826 members 
Mstep: Class 33 contains 9489 members 
Mstep: Class 34 contains 5745 members 
Mstep: Class 35 contains 6951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712224.000000 Penalty: 124380.453125
Iteration 285Q: 36 clusters Score -1.577122e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 22483 members 
Mstep: Class 4 contains 9883 members 
Mstep: Class 5 contains 15212 members 
Mstep: Class 6 contains 101286 members 
Mstep: Class 7 contains 8118 members 
Mstep: Class 8 contains 223493 members 
Mstep: Class 9 contains 97144 members 
Mstep: Class 10 contains 11755 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12684 members 
Mstep: Class 14 contains 306312 members 
Mstep: Class 15 contains 217593 members 
Mstep: Class 16 contains 11084 members 
Mstep: Class 17 contains 13014 members 
Mstep: Class 18 contains 17648 members 
Mstep: Class 19 contains 6877 members 
Mstep: Class 20 contains 63003 members 
Mstep: Class 21 contains 127915 members 
Mstep: Class 22 contains 6197 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227961 members 
Mstep: Class 25 contains 13066 members 
Mstep: Class 26 contains 9740 members 
Mstep: Class 27 contains 15949 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11633 members 
Mstep: Class 30 contains 7196 members 
Mstep: Class 31 contains 11941 members 
Mstep: Class 32 contains 6830 members 
Mstep: Class 33 contains 9450 members 
Mstep: Class 34 contains 5832 members 
Mstep: Class 35 contains 7098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712656.000000 Penalty: 124380.453125
Iteration 286Q: 36 clusters Score -1.577127e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 22483 members 
Mstep: Class 4 contains 9872 members 
Mstep: Class 5 contains 15212 members 
Mstep: Class 6 contains 101285 members 
Mstep: Class 7 contains 8108 members 
Mstep: Class 8 contains 223481 members 
Mstep: Class 9 contains 97157 members 
Mstep: Class 10 contains 11623 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12661 members 
Mstep: Class 14 contains 306282 members 
Mstep: Class 15 contains 217562 members 
Mstep: Class 16 contains 11088 members 
Mstep: Class 17 contains 13014 members 
Mstep: Class 18 contains 17646 members 
Mstep: Class 19 contains 6882 members 
Mstep: Class 20 contains 62998 members 
Mstep: Class 21 contains 127910 members 
Mstep: Class 22 contains 6203 members 
Mstep: Class 23 contains 15540 members 
Mstep: Class 24 contains 227962 members 
Mstep: Class 25 contains 13053 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 15947 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11640 members 
Mstep: Class 30 contains 7196 members 
Mstep: Class 31 contains 12022 members 
Mstep: Class 32 contains 6829 members 
Mstep: Class 33 contains 9409 members 
Mstep: Class 34 contains 5919 members 
Mstep: Class 35 contains 7216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712640.000000 Penalty: 124380.453125
Iteration 287Q: 36 clusters Score -1.577126e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22478 members 
Mstep: Class 4 contains 9864 members 
Mstep: Class 5 contains 15213 members 
Mstep: Class 6 contains 101283 members 
Mstep: Class 7 contains 8099 members 
Mstep: Class 8 contains 223466 members 
Mstep: Class 9 contains 97167 members 
Mstep: Class 10 contains 11519 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12635 members 
Mstep: Class 14 contains 306236 members 
Mstep: Class 15 contains 217536 members 
Mstep: Class 16 contains 11094 members 
Mstep: Class 17 contains 13010 members 
Mstep: Class 18 contains 17646 members 
Mstep: Class 19 contains 6885 members 
Mstep: Class 20 contains 62998 members 
Mstep: Class 21 contains 127912 members 
Mstep: Class 22 contains 6208 members 
Mstep: Class 23 contains 15541 members 
Mstep: Class 24 contains 227962 members 
Mstep: Class 25 contains 13047 members 
Mstep: Class 26 contains 9742 members 
Mstep: Class 27 contains 15946 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11641 members 
Mstep: Class 30 contains 7192 members 
Mstep: Class 31 contains 12086 members 
Mstep: Class 32 contains 6831 members 
Mstep: Class 33 contains 9373 members 
Mstep: Class 34 contains 5998 members 
Mstep: Class 35 contains 7334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712736.000000 Penalty: 124380.453125
Iteration 288Q: 36 clusters Score -1.577127e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 22476 members 
Mstep: Class 4 contains 9853 members 
Mstep: Class 5 contains 15213 members 
Mstep: Class 6 contains 101281 members 
Mstep: Class 7 contains 8098 members 
Mstep: Class 8 contains 223461 members 
Mstep: Class 9 contains 97177 members 
Mstep: Class 10 contains 11421 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12616 members 
Mstep: Class 14 contains 306188 members 
Mstep: Class 15 contains 217499 members 
Mstep: Class 16 contains 11091 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 17647 members 
Mstep: Class 19 contains 6884 members 
Mstep: Class 20 contains 63000 members 
Mstep: Class 21 contains 127906 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 15541 members 
Mstep: Class 24 contains 227962 members 
Mstep: Class 25 contains 13047 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15945 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11654 members 
Mstep: Class 30 contains 7191 members 
Mstep: Class 31 contains 12142 members 
Mstep: Class 32 contains 6826 members 
Mstep: Class 33 contains 9349 members 
Mstep: Class 34 contains 6080 members 
Mstep: Class 35 contains 7445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712832.000000 Penalty: 124380.453125
Iteration 289Q: 36 clusters Score -1.577128e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9840 members 
Mstep: Class 5 contains 15213 members 
Mstep: Class 6 contains 101282 members 
Mstep: Class 7 contains 8095 members 
Mstep: Class 8 contains 223454 members 
Mstep: Class 9 contains 97175 members 
Mstep: Class 10 contains 11348 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 12595 members 
Mstep: Class 14 contains 306147 members 
Mstep: Class 15 contains 217443 members 
Mstep: Class 16 contains 11082 members 
Mstep: Class 17 contains 12987 members 
Mstep: Class 18 contains 17648 members 
Mstep: Class 19 contains 6886 members 
Mstep: Class 20 contains 62995 members 
Mstep: Class 21 contains 127902 members 
Mstep: Class 22 contains 6203 members 
Mstep: Class 23 contains 15546 members 
Mstep: Class 24 contains 227962 members 
Mstep: Class 25 contains 13043 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15946 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11669 members 
Mstep: Class 30 contains 7192 members 
Mstep: Class 31 contains 12190 members 
Mstep: Class 32 contains 6827 members 
Mstep: Class 33 contains 9333 members 
Mstep: Class 34 contains 6185 members 
Mstep: Class 35 contains 7543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713024.000000 Penalty: 124380.453125
Iteration 290Q: 36 clusters Score -1.57713e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9839 members 
Mstep: Class 5 contains 15214 members 
Mstep: Class 6 contains 101280 members 
Mstep: Class 7 contains 8095 members 
Mstep: Class 8 contains 223444 members 
Mstep: Class 9 contains 97161 members 
Mstep: Class 10 contains 11285 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12577 members 
Mstep: Class 14 contains 306114 members 
Mstep: Class 15 contains 217395 members 
Mstep: Class 16 contains 11080 members 
Mstep: Class 17 contains 12991 members 
Mstep: Class 18 contains 17651 members 
Mstep: Class 19 contains 6889 members 
Mstep: Class 20 contains 62991 members 
Mstep: Class 21 contains 127900 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 15545 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 13038 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15944 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11671 members 
Mstep: Class 30 contains 7193 members 
Mstep: Class 31 contains 12223 members 
Mstep: Class 32 contains 6829 members 
Mstep: Class 33 contains 9310 members 
Mstep: Class 34 contains 6291 members 
Mstep: Class 35 contains 7612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713200.000000 Penalty: 124380.453125
Iteration 291Q: 36 clusters Score -1.577132e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9837 members 
Mstep: Class 5 contains 15214 members 
Mstep: Class 6 contains 101280 members 
Mstep: Class 7 contains 8094 members 
Mstep: Class 8 contains 223440 members 
Mstep: Class 9 contains 97141 members 
Mstep: Class 10 contains 11215 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12566 members 
Mstep: Class 14 contains 306091 members 
Mstep: Class 15 contains 217358 members 
Mstep: Class 16 contains 11077 members 
Mstep: Class 17 contains 12988 members 
Mstep: Class 18 contains 17651 members 
Mstep: Class 19 contains 6891 members 
Mstep: Class 20 contains 62990 members 
Mstep: Class 21 contains 127903 members 
Mstep: Class 22 contains 6221 members 
Mstep: Class 23 contains 15546 members 
Mstep: Class 24 contains 227964 members 
Mstep: Class 25 contains 13035 members 
Mstep: Class 26 contains 9742 members 
Mstep: Class 27 contains 15944 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11673 members 
Mstep: Class 30 contains 7186 members 
Mstep: Class 31 contains 12250 members 
Mstep: Class 32 contains 6827 members 
Mstep: Class 33 contains 9293 members 
Mstep: Class 34 contains 6381 members 
Mstep: Class 35 contains 7677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713296.000000 Penalty: 124380.453125
Iteration 292Q: 36 clusters Score -1.577133e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 22476 members 
Mstep: Class 4 contains 9828 members 
Mstep: Class 5 contains 15214 members 
Mstep: Class 6 contains 101279 members 
Mstep: Class 7 contains 8092 members 
Mstep: Class 8 contains 223436 members 
Mstep: Class 9 contains 97145 members 
Mstep: Class 10 contains 11140 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12558 members 
Mstep: Class 14 contains 306075 members 
Mstep: Class 15 contains 217332 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 12986 members 
Mstep: Class 18 contains 17651 members 
Mstep: Class 19 contains 6891 members 
Mstep: Class 20 contains 62989 members 
Mstep: Class 21 contains 127903 members 
Mstep: Class 22 contains 6225 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 227962 members 
Mstep: Class 25 contains 13033 members 
Mstep: Class 26 contains 9742 members 
Mstep: Class 27 contains 15945 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11681 members 
Mstep: Class 30 contains 7180 members 
Mstep: Class 31 contains 12283 members 
Mstep: Class 32 contains 6826 members 
Mstep: Class 33 contains 9277 members 
Mstep: Class 34 contains 6454 members 
Mstep: Class 35 contains 7729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713456.000000 Penalty: 124380.453125
Iteration 293Q: 36 clusters Score -1.577135e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 22478 members 
Mstep: Class 4 contains 9822 members 
Mstep: Class 5 contains 15215 members 
Mstep: Class 6 contains 101279 members 
Mstep: Class 7 contains 8091 members 
Mstep: Class 8 contains 223428 members 
Mstep: Class 9 contains 97143 members 
Mstep: Class 10 contains 11082 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12551 members 
Mstep: Class 14 contains 306059 members 
Mstep: Class 15 contains 217309 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 12976 members 
Mstep: Class 18 contains 17650 members 
Mstep: Class 19 contains 6894 members 
Mstep: Class 20 contains 62988 members 
Mstep: Class 21 contains 127902 members 
Mstep: Class 22 contains 6230 members 
Mstep: Class 23 contains 15547 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 13027 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15944 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11689 members 
Mstep: Class 30 contains 7174 members 
Mstep: Class 31 contains 12303 members 
Mstep: Class 32 contains 6825 members 
Mstep: Class 33 contains 9266 members 
Mstep: Class 34 contains 6516 members 
Mstep: Class 35 contains 7794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713600.000000 Penalty: 124380.453125
Iteration 294Q: 36 clusters Score -1.577136e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 22476 members 
Mstep: Class 4 contains 9818 members 
Mstep: Class 5 contains 15214 members 
Mstep: Class 6 contains 101279 members 
Mstep: Class 7 contains 8090 members 
Mstep: Class 8 contains 223422 members 
Mstep: Class 9 contains 97145 members 
Mstep: Class 10 contains 11011 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12542 members 
Mstep: Class 14 contains 306055 members 
Mstep: Class 15 contains 217295 members 
Mstep: Class 16 contains 11060 members 
Mstep: Class 17 contains 12971 members 
Mstep: Class 18 contains 17652 members 
Mstep: Class 19 contains 6895 members 
Mstep: Class 20 contains 62987 members 
Mstep: Class 21 contains 127905 members 
Mstep: Class 22 contains 6238 members 
Mstep: Class 23 contains 15547 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 13023 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15945 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11699 members 
Mstep: Class 30 contains 7173 members 
Mstep: Class 31 contains 12321 members 
Mstep: Class 32 contains 6823 members 
Mstep: Class 33 contains 9256 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 7843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713776.000000 Penalty: 124380.453125
Iteration 295Q: 36 clusters Score -1.577138e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9814 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101279 members 
Mstep: Class 7 contains 8081 members 
Mstep: Class 8 contains 223421 members 
Mstep: Class 9 contains 97144 members 
Mstep: Class 10 contains 10968 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12536 members 
Mstep: Class 14 contains 306056 members 
Mstep: Class 15 contains 217288 members 
Mstep: Class 16 contains 11063 members 
Mstep: Class 17 contains 12969 members 
Mstep: Class 18 contains 17651 members 
Mstep: Class 19 contains 6897 members 
Mstep: Class 20 contains 62986 members 
Mstep: Class 21 contains 127904 members 
Mstep: Class 22 contains 6244 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 13021 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15944 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11706 members 
Mstep: Class 30 contains 7173 members 
Mstep: Class 31 contains 12338 members 
Mstep: Class 32 contains 6827 members 
Mstep: Class 33 contains 9237 members 
Mstep: Class 34 contains 6587 members 
Mstep: Class 35 contains 7872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713600.000000 Penalty: 124380.453125
Iteration 296Q: 36 clusters Score -1.577136e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22476 members 
Mstep: Class 4 contains 9807 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101278 members 
Mstep: Class 7 contains 8080 members 
Mstep: Class 8 contains 223418 members 
Mstep: Class 9 contains 97153 members 
Mstep: Class 10 contains 10924 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12533 members 
Mstep: Class 14 contains 306047 members 
Mstep: Class 15 contains 217280 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 12971 members 
Mstep: Class 18 contains 17651 members 
Mstep: Class 19 contains 6897 members 
Mstep: Class 20 contains 62985 members 
Mstep: Class 21 contains 127903 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 13017 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11715 members 
Mstep: Class 30 contains 7171 members 
Mstep: Class 31 contains 12352 members 
Mstep: Class 32 contains 6827 members 
Mstep: Class 33 contains 9222 members 
Mstep: Class 34 contains 6608 members 
Mstep: Class 35 contains 7906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713584.000000 Penalty: 124380.453125
Iteration 297Q: 36 clusters Score -1.577136e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22476 members 
Mstep: Class 4 contains 9802 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101279 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 223419 members 
Mstep: Class 9 contains 97155 members 
Mstep: Class 10 contains 10892 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12528 members 
Mstep: Class 14 contains 306044 members 
Mstep: Class 15 contains 217277 members 
Mstep: Class 16 contains 11077 members 
Mstep: Class 17 contains 12975 members 
Mstep: Class 18 contains 17652 members 
Mstep: Class 19 contains 6897 members 
Mstep: Class 20 contains 62983 members 
Mstep: Class 21 contains 127901 members 
Mstep: Class 22 contains 6248 members 
Mstep: Class 23 contains 15541 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 13012 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11723 members 
Mstep: Class 30 contains 7173 members 
Mstep: Class 31 contains 12356 members 
Mstep: Class 32 contains 6830 members 
Mstep: Class 33 contains 9218 members 
Mstep: Class 34 contains 6620 members 
Mstep: Class 35 contains 7927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713616.000000 Penalty: 124380.453125
Iteration 298Q: 36 clusters Score -1.577136e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22474 members 
Mstep: Class 4 contains 9804 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101276 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 223417 members 
Mstep: Class 9 contains 97157 members 
Mstep: Class 10 contains 10850 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12527 members 
Mstep: Class 14 contains 306023 members 
Mstep: Class 15 contains 217281 members 
Mstep: Class 16 contains 11081 members 
Mstep: Class 17 contains 12979 members 
Mstep: Class 18 contains 17653 members 
Mstep: Class 19 contains 6898 members 
Mstep: Class 20 contains 62984 members 
Mstep: Class 21 contains 127902 members 
Mstep: Class 22 contains 6250 members 
Mstep: Class 23 contains 15540 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 13009 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11728 members 
Mstep: Class 30 contains 7173 members 
Mstep: Class 31 contains 12362 members 
Mstep: Class 32 contains 6836 members 
Mstep: Class 33 contains 9217 members 
Mstep: Class 34 contains 6633 members 
Mstep: Class 35 contains 7954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713712.000000 Penalty: 124380.453125
Iteration 299Q: 36 clusters Score -1.577137e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9797 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101274 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 223416 members 
Mstep: Class 9 contains 97148 members 
Mstep: Class 10 contains 10819 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12526 members 
Mstep: Class 14 contains 306020 members 
Mstep: Class 15 contains 217278 members 
Mstep: Class 16 contains 11084 members 
Mstep: Class 17 contains 12985 members 
Mstep: Class 18 contains 17655 members 
Mstep: Class 19 contains 6899 members 
Mstep: Class 20 contains 62980 members 
Mstep: Class 21 contains 127906 members 
Mstep: Class 22 contains 6252 members 
Mstep: Class 23 contains 15541 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 13007 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11737 members 
Mstep: Class 30 contains 7172 members 
Mstep: Class 31 contains 12364 members 
Mstep: Class 32 contains 6840 members 
Mstep: Class 33 contains 9221 members 
Mstep: Class 34 contains 6643 members 
Mstep: Class 35 contains 7972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713648.000000 Penalty: 124380.453125
Iteration 300F: 36 clusters Score -1.577136e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9794 members 
Mstep: Class 5 contains 15213 members 
Mstep: Class 6 contains 101273 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 223411 members 
Mstep: Class 9 contains 97154 members 
Mstep: Class 10 contains 10776 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12527 members 
Mstep: Class 14 contains 306013 members 
Mstep: Class 15 contains 217267 members 
Mstep: Class 16 contains 11083 members 
Mstep: Class 17 contains 12985 members 
Mstep: Class 18 contains 17656 members 
Mstep: Class 19 contains 6899 members 
Mstep: Class 20 contains 62979 members 
Mstep: Class 21 contains 127910 members 
Mstep: Class 22 contains 6253 members 
Mstep: Class 23 contains 15544 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 13010 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11746 members 
Mstep: Class 30 contains 7171 members 
Mstep: Class 31 contains 12368 members 
Mstep: Class 32 contains 6842 members 
Mstep: Class 33 contains 9218 members 
Mstep: Class 34 contains 6658 members 
Mstep: Class 35 contains 7994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713776.000000 Penalty: 124380.453125
Iteration 301Q: 36 clusters Score -1.577138e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9790 members 
Mstep: Class 5 contains 15215 members 
Mstep: Class 6 contains 101271 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 223406 members 
Mstep: Class 9 contains 97149 members 
Mstep: Class 10 contains 10749 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12525 members 
Mstep: Class 14 contains 306013 members 
Mstep: Class 15 contains 217261 members 
Mstep: Class 16 contains 11088 members 
Mstep: Class 17 contains 12985 members 
Mstep: Class 18 contains 17656 members 
Mstep: Class 19 contains 6899 members 
Mstep: Class 20 contains 62978 members 
Mstep: Class 21 contains 127910 members 
Mstep: Class 22 contains 6257 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 13010 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11750 members 
Mstep: Class 30 contains 7171 members 
Mstep: Class 31 contains 12366 members 
Mstep: Class 32 contains 6839 members 
Mstep: Class 33 contains 9219 members 
Mstep: Class 34 contains 6676 members 
Mstep: Class 35 contains 8012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713648.000000 Penalty: 124380.453125
Iteration 302Q: 36 clusters Score -1.577136e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9790 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101270 members 
Mstep: Class 7 contains 8069 members 
Mstep: Class 8 contains 223401 members 
Mstep: Class 9 contains 97144 members 
Mstep: Class 10 contains 10719 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12526 members 
Mstep: Class 14 contains 306018 members 
Mstep: Class 15 contains 217262 members 
Mstep: Class 16 contains 11089 members 
Mstep: Class 17 contains 12982 members 
Mstep: Class 18 contains 17656 members 
Mstep: Class 19 contains 6899 members 
Mstep: Class 20 contains 62978 members 
Mstep: Class 21 contains 127911 members 
Mstep: Class 22 contains 6259 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 13011 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11753 members 
Mstep: Class 30 contains 7171 members 
Mstep: Class 31 contains 12366 members 
Mstep: Class 32 contains 6840 members 
Mstep: Class 33 contains 9217 members 
Mstep: Class 34 contains 6696 members 
Mstep: Class 35 contains 8021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713792.000000 Penalty: 124380.453125
Iteration 303Q: 36 clusters Score -1.577138e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9790 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101270 members 
Mstep: Class 7 contains 8069 members 
Mstep: Class 8 contains 223400 members 
Mstep: Class 9 contains 97136 members 
Mstep: Class 10 contains 10709 members 
Mstep: Class 11 contains 8959 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12526 members 
Mstep: Class 14 contains 306010 members 
Mstep: Class 15 contains 217254 members 
Mstep: Class 16 contains 11091 members 
Mstep: Class 17 contains 12981 members 
Mstep: Class 18 contains 17656 members 
Mstep: Class 19 contains 6900 members 
Mstep: Class 20 contains 62978 members 
Mstep: Class 21 contains 127912 members 
Mstep: Class 22 contains 6264 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 13011 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11757 members 
Mstep: Class 30 contains 7170 members 
Mstep: Class 31 contains 12368 members 
Mstep: Class 32 contains 6840 members 
Mstep: Class 33 contains 9216 members 
Mstep: Class 34 contains 6710 members 
Mstep: Class 35 contains 8032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713760.000000 Penalty: 124380.453125
Iteration 304Q: 36 clusters Score -1.577138e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9788 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101269 members 
Mstep: Class 7 contains 8069 members 
Mstep: Class 8 contains 223401 members 
Mstep: Class 9 contains 97130 members 
Mstep: Class 10 contains 10699 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12526 members 
Mstep: Class 14 contains 306002 members 
Mstep: Class 15 contains 217249 members 
Mstep: Class 16 contains 11092 members 
Mstep: Class 17 contains 12985 members 
Mstep: Class 18 contains 17656 members 
Mstep: Class 19 contains 6901 members 
Mstep: Class 20 contains 62978 members 
Mstep: Class 21 contains 127914 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 13007 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11758 members 
Mstep: Class 30 contains 7170 members 
Mstep: Class 31 contains 12366 members 
Mstep: Class 32 contains 6840 members 
Mstep: Class 33 contains 9214 members 
Mstep: Class 34 contains 6724 members 
Mstep: Class 35 contains 8044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713728.000000 Penalty: 124380.453125
Iteration 305Q: 36 clusters Score -1.577137e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9786 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101269 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 223400 members 
Mstep: Class 9 contains 97125 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12527 members 
Mstep: Class 14 contains 305996 members 
Mstep: Class 15 contains 217247 members 
Mstep: Class 16 contains 11095 members 
Mstep: Class 17 contains 12985 members 
Mstep: Class 18 contains 17656 members 
Mstep: Class 19 contains 6900 members 
Mstep: Class 20 contains 62978 members 
Mstep: Class 21 contains 127914 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 13004 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11758 members 
Mstep: Class 30 contains 7170 members 
Mstep: Class 31 contains 12370 members 
Mstep: Class 32 contains 6841 members 
Mstep: Class 33 contains 9213 members 
Mstep: Class 34 contains 6734 members 
Mstep: Class 35 contains 8056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713728.000000 Penalty: 124380.453125
Iteration 306Q: 36 clusters Score -1.577137e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9782 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101269 members 
Mstep: Class 7 contains 8070 members 
Mstep: Class 8 contains 223396 members 
Mstep: Class 9 contains 97123 members 
Mstep: Class 10 contains 10684 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12528 members 
Mstep: Class 14 contains 305987 members 
Mstep: Class 15 contains 217240 members 
Mstep: Class 16 contains 11099 members 
Mstep: Class 17 contains 12989 members 
Mstep: Class 18 contains 17657 members 
Mstep: Class 19 contains 6901 members 
Mstep: Class 20 contains 62977 members 
Mstep: Class 21 contains 127916 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12999 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11758 members 
Mstep: Class 30 contains 7170 members 
Mstep: Class 31 contains 12376 members 
Mstep: Class 32 contains 6842 members 
Mstep: Class 33 contains 9211 members 
Mstep: Class 34 contains 6740 members 
Mstep: Class 35 contains 8068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713712.000000 Penalty: 124380.453125
Iteration 307Q: 36 clusters Score -1.577137e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9780 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101269 members 
Mstep: Class 7 contains 8069 members 
Mstep: Class 8 contains 223394 members 
Mstep: Class 9 contains 97125 members 
Mstep: Class 10 contains 10677 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12526 members 
Mstep: Class 14 contains 305980 members 
Mstep: Class 15 contains 217238 members 
Mstep: Class 16 contains 11104 members 
Mstep: Class 17 contains 12990 members 
Mstep: Class 18 contains 17657 members 
Mstep: Class 19 contains 6901 members 
Mstep: Class 20 contains 62976 members 
Mstep: Class 21 contains 127918 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12993 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11758 members 
Mstep: Class 30 contains 7170 members 
Mstep: Class 31 contains 12377 members 
Mstep: Class 32 contains 6843 members 
Mstep: Class 33 contains 9212 members 
Mstep: Class 34 contains 6744 members 
Mstep: Class 35 contains 8083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713552.000000 Penalty: 124380.453125
Iteration 308Q: 36 clusters Score -1.577136e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9781 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101269 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 223393 members 
Mstep: Class 9 contains 97125 members 
Mstep: Class 10 contains 10673 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12525 members 
Mstep: Class 14 contains 305972 members 
Mstep: Class 15 contains 217238 members 
Mstep: Class 16 contains 11108 members 
Mstep: Class 17 contains 12991 members 
Mstep: Class 18 contains 17659 members 
Mstep: Class 19 contains 6901 members 
Mstep: Class 20 contains 62975 members 
Mstep: Class 21 contains 127918 members 
Mstep: Class 22 contains 6263 members 
Mstep: Class 23 contains 15548 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12989 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11759 members 
Mstep: Class 30 contains 7170 members 
Mstep: Class 31 contains 12378 members 
Mstep: Class 32 contains 6843 members 
Mstep: Class 33 contains 9211 members 
Mstep: Class 34 contains 6746 members 
Mstep: Class 35 contains 8094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713648.000000 Penalty: 124380.453125
Iteration 309Q: 36 clusters Score -1.577136e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9782 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101269 members 
Mstep: Class 7 contains 8064 members 
Mstep: Class 8 contains 223393 members 
Mstep: Class 9 contains 97124 members 
Mstep: Class 10 contains 10667 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12525 members 
Mstep: Class 14 contains 305965 members 
Mstep: Class 15 contains 217240 members 
Mstep: Class 16 contains 11108 members 
Mstep: Class 17 contains 12990 members 
Mstep: Class 18 contains 17659 members 
Mstep: Class 19 contains 6901 members 
Mstep: Class 20 contains 62974 members 
Mstep: Class 21 contains 127918 members 
Mstep: Class 22 contains 6263 members 
Mstep: Class 23 contains 15547 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12987 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11762 members 
Mstep: Class 30 contains 7170 members 
Mstep: Class 31 contains 12378 members 
Mstep: Class 32 contains 6844 members 
Mstep: Class 33 contains 9210 members 
Mstep: Class 34 contains 6748 members 
Mstep: Class 35 contains 8108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713488.000000 Penalty: 124380.453125
Iteration 310Q: 36 clusters Score -1.577135e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9785 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101269 members 
Mstep: Class 7 contains 8058 members 
Mstep: Class 8 contains 223394 members 
Mstep: Class 9 contains 97121 members 
Mstep: Class 10 contains 10656 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12522 members 
Mstep: Class 14 contains 305969 members 
Mstep: Class 15 contains 217240 members 
Mstep: Class 16 contains 11112 members 
Mstep: Class 17 contains 12990 members 
Mstep: Class 18 contains 17659 members 
Mstep: Class 19 contains 6901 members 
Mstep: Class 20 contains 62973 members 
Mstep: Class 21 contains 127918 members 
Mstep: Class 22 contains 6263 members 
Mstep: Class 23 contains 15546 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12982 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11765 members 
Mstep: Class 30 contains 7170 members 
Mstep: Class 31 contains 12376 members 
Mstep: Class 32 contains 6845 members 
Mstep: Class 33 contains 9210 members 
Mstep: Class 34 contains 6754 members 
Mstep: Class 35 contains 8118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713584.000000 Penalty: 124380.453125
Iteration 311Q: 36 clusters Score -1.577136e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9788 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101269 members 
Mstep: Class 7 contains 8059 members 
Mstep: Class 8 contains 223394 members 
Mstep: Class 9 contains 97123 members 
Mstep: Class 10 contains 10642 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12524 members 
Mstep: Class 14 contains 305964 members 
Mstep: Class 15 contains 217233 members 
Mstep: Class 16 contains 11114 members 
Mstep: Class 17 contains 12989 members 
Mstep: Class 18 contains 17660 members 
Mstep: Class 19 contains 6902 members 
Mstep: Class 20 contains 62972 members 
Mstep: Class 21 contains 127918 members 
Mstep: Class 22 contains 6263 members 
Mstep: Class 23 contains 15544 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12977 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11772 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12371 members 
Mstep: Class 32 contains 6846 members 
Mstep: Class 33 contains 9207 members 
Mstep: Class 34 contains 6765 members 
Mstep: Class 35 contains 8132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713728.000000 Penalty: 124380.453125
Iteration 312Q: 36 clusters Score -1.577137e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9792 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101269 members 
Mstep: Class 7 contains 8055 members 
Mstep: Class 8 contains 223393 members 
Mstep: Class 9 contains 97126 members 
Mstep: Class 10 contains 10624 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12525 members 
Mstep: Class 14 contains 305960 members 
Mstep: Class 15 contains 217229 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 12993 members 
Mstep: Class 18 contains 17660 members 
Mstep: Class 19 contains 6903 members 
Mstep: Class 20 contains 62971 members 
Mstep: Class 21 contains 127918 members 
Mstep: Class 22 contains 6263 members 
Mstep: Class 23 contains 15544 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12973 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11775 members 
Mstep: Class 30 contains 7168 members 
Mstep: Class 31 contains 12369 members 
Mstep: Class 32 contains 6847 members 
Mstep: Class 33 contains 9206 members 
Mstep: Class 34 contains 6776 members 
Mstep: Class 35 contains 8145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713616.000000 Penalty: 124380.453125
Iteration 313Q: 36 clusters Score -1.577136e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9793 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101269 members 
Mstep: Class 7 contains 8057 members 
Mstep: Class 8 contains 223391 members 
Mstep: Class 9 contains 97132 members 
Mstep: Class 10 contains 10602 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12524 members 
Mstep: Class 14 contains 305954 members 
Mstep: Class 15 contains 217227 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 12998 members 
Mstep: Class 18 contains 17660 members 
Mstep: Class 19 contains 6903 members 
Mstep: Class 20 contains 62968 members 
Mstep: Class 21 contains 127917 members 
Mstep: Class 22 contains 6263 members 
Mstep: Class 23 contains 15545 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12970 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11780 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12369 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 9201 members 
Mstep: Class 34 contains 6787 members 
Mstep: Class 35 contains 8157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713744.000000 Penalty: 124380.453125
Iteration 314Q: 36 clusters Score -1.577137e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9793 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101269 members 
Mstep: Class 7 contains 8058 members 
Mstep: Class 8 contains 223389 members 
Mstep: Class 9 contains 97132 members 
Mstep: Class 10 contains 10583 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12525 members 
Mstep: Class 14 contains 305950 members 
Mstep: Class 15 contains 217221 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 13005 members 
Mstep: Class 18 contains 17661 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62969 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6263 members 
Mstep: Class 23 contains 15545 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12969 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11784 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12369 members 
Mstep: Class 32 contains 6848 members 
Mstep: Class 33 contains 9200 members 
Mstep: Class 34 contains 6798 members 
Mstep: Class 35 contains 8166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713696.000000 Penalty: 124380.453125
Iteration 315Q: 36 clusters Score -1.577137e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9791 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101268 members 
Mstep: Class 7 contains 8057 members 
Mstep: Class 8 contains 223383 members 
Mstep: Class 9 contains 97132 members 
Mstep: Class 10 contains 10569 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12525 members 
Mstep: Class 14 contains 305952 members 
Mstep: Class 15 contains 217218 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 13007 members 
Mstep: Class 18 contains 17661 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62968 members 
Mstep: Class 21 contains 127923 members 
Mstep: Class 22 contains 6263 members 
Mstep: Class 23 contains 15544 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12965 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11787 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12369 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 9202 members 
Mstep: Class 34 contains 6807 members 
Mstep: Class 35 contains 8171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713776.000000 Penalty: 124380.453125
Iteration 316Q: 36 clusters Score -1.577138e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9790 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101268 members 
Mstep: Class 7 contains 8056 members 
Mstep: Class 8 contains 223381 members 
Mstep: Class 9 contains 97133 members 
Mstep: Class 10 contains 10555 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12525 members 
Mstep: Class 14 contains 305953 members 
Mstep: Class 15 contains 217218 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 13006 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62968 members 
Mstep: Class 21 contains 127922 members 
Mstep: Class 22 contains 6263 members 
Mstep: Class 23 contains 15544 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12960 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11790 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12370 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 9200 members 
Mstep: Class 34 contains 6813 members 
Mstep: Class 35 contains 8180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713760.000000 Penalty: 124380.453125
Iteration 317Q: 36 clusters Score -1.577138e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9792 members 
Mstep: Class 5 contains 15219 members 
Mstep: Class 6 contains 101268 members 
Mstep: Class 7 contains 8055 members 
Mstep: Class 8 contains 223379 members 
Mstep: Class 9 contains 97133 members 
Mstep: Class 10 contains 10538 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12524 members 
Mstep: Class 14 contains 305955 members 
Mstep: Class 15 contains 217218 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 13006 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6906 members 
Mstep: Class 20 contains 62968 members 
Mstep: Class 21 contains 127920 members 
Mstep: Class 22 contains 6264 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12952 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11793 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12371 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 9198 members 
Mstep: Class 34 contains 6818 members 
Mstep: Class 35 contains 8187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713840.000000 Penalty: 124380.453125
Iteration 318Q: 36 clusters Score -1.577138e+08 nChanged 65
Entering ConstructFrom: 
Score: -157713840.000000 Penalty: 124380.453125
Entering ConstructFrom: 
Trying to split cluster 1 (24019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Entering Unmasked Estep 
Score: -2152962.000000 Penalty: 2501.476807
	Iteration 0F: 2 clusters Score -2152962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2136293.750000 Penalty: 5002.953613
	Iteration 0F: 3 clusters Score -2136294 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2142360.250000 Penalty: 5002.953613
	Iteration 1F: 3 clusters Score -2142360 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2143075.000000 Penalty: 5002.953613
	Iteration 2F: 3 clusters Score -2143075 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2143843.750000 Penalty: 5002.953613
	Iteration 3F: 3 clusters Score -2143844 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2144671.000000 Penalty: 5002.953613
	Iteration 4F: 3 clusters Score -2144671 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2145631.500000 Penalty: 5002.953613
	Iteration 5F: 3 clusters Score -2145632 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2146714.500000 Penalty: 5002.953613
	Iteration 6F: 3 clusters Score -2146714 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2147839.250000 Penalty: 5002.953613
	Iteration 7F: 3 clusters Score -2147839 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2148818.750000 Penalty: 5002.953613
	Iteration 8Q: 3 clusters Score -2148819 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2149581.000000 Penalty: 5002.953613
	Iteration 9Q: 3 clusters Score -2149581 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2150117.500000 Penalty: 5002.953613
	Iteration 10Q: 3 clusters Score -2150118 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2150440.750000 Penalty: 5002.953613
	Iteration 11Q: 3 clusters Score -2150441 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2150651.750000 Penalty: 5002.953613
	Iteration 12Q: 3 clusters Score -2150652 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2150771.750000 Penalty: 5002.953613
	Iteration 13Q: 3 clusters Score -2150772 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2150865.000000 Penalty: 5002.953613
	Iteration 14Q: 3 clusters Score -2150865 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2150932.500000 Penalty: 5002.953613
	Iteration 15Q: 3 clusters Score -2150932 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2150983.250000 Penalty: 5002.953613
	Iteration 16Q: 3 clusters Score -2150983 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2151023.000000 Penalty: 5002.953613
	Iteration 17Q: 3 clusters Score -2151023 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2151059.500000 Penalty: 5002.953613
	Iteration 18Q: 3 clusters Score -2151060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2151098.500000 Penalty: 5002.953613
	Iteration 19Q: 3 clusters Score -2151098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2151120.500000 Penalty: 5002.953613
	Iteration 20F: 3 clusters Score -2151120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2151132.750000 Penalty: 5002.953613
	Iteration 21Q: 3 clusters Score -2151133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2151138.500000 Penalty: 5002.953613
	Iteration 22Q: 3 clusters Score -2151138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2151143.500000 Penalty: 5002.953613
	Iteration 23Q: 3 clusters Score -2151144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2151145.250000 Penalty: 5002.953613
	Iteration 24Q: 3 clusters Score -2151145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2151144.250000 Penalty: 5002.953613
	Iteration 25Q: 3 clusters Score -2151144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2151150.250000 Penalty: 5002.953613
	Iteration 26Q: 3 clusters Score -2151150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2151153.000000 Penalty: 5002.953613
	Iteration 27Q: 3 clusters Score -2151153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2151160.500000 Penalty: 5002.953613
	Iteration 28Q: 3 clusters Score -2151160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2151158.250000 Penalty: 5002.953613
	Iteration 29Q: 3 clusters Score -2151158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2151161.000000 Penalty: 5002.953613
	Iteration 30Q: 3 clusters Score -2151161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2151161.000000 Penalty: 5002.953613
	Iteration 31F: 3 clusters Score -2151161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Entering Unmasked Estep 
Score: -1104502.500000 Penalty: 2323.863281
	Iteration 0F: 2 clusters Score -1104502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1095764.625000 Penalty: 4647.726562
	Iteration 0F: 3 clusters Score -1095765 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1098369.625000 Penalty: 4647.726562
	Iteration 1F: 3 clusters Score -1098370 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1098943.375000 Penalty: 4647.726562
	Iteration 2F: 3 clusters Score -1098943 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1099731.500000 Penalty: 4647.726562
	Iteration 3F: 3 clusters Score -1099732 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1100564.875000 Penalty: 4647.726562
	Iteration 4F: 3 clusters Score -1100565 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1101346.500000 Penalty: 4647.726562
	Iteration 5F: 3 clusters Score -1101346 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1101978.500000 Penalty: 4647.726562
	Iteration 6F: 3 clusters Score -1101978 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1102437.625000 Penalty: 4647.726562
	Iteration 7F: 3 clusters Score -1102438 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1102750.500000 Penalty: 4647.726562
	Iteration 8Q: 3 clusters Score -1102750 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1102977.750000 Penalty: 4647.726562
	Iteration 9Q: 3 clusters Score -1102978 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1103170.500000 Penalty: 4647.726562
	Iteration 10Q: 3 clusters Score -1103170 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1103319.000000 Penalty: 4647.726562
	Iteration 11Q: 3 clusters Score -1103319 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1103435.500000 Penalty: 4647.726562
	Iteration 12Q: 3 clusters Score -1103436 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1103542.625000 Penalty: 4647.726562
	Iteration 13Q: 3 clusters Score -1103543 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1103620.125000 Penalty: 4647.726562
	Iteration 14Q: 3 clusters Score -1103620 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1103673.750000 Penalty: 4647.726562
	Iteration 15Q: 3 clusters Score -1103674 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1103728.125000 Penalty: 4647.726562
	Iteration 16Q: 3 clusters Score -1103728 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1103771.000000 Penalty: 4647.726562
	Iteration 17Q: 3 clusters Score -1103771 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1103805.875000 Penalty: 4647.726562
	Iteration 18Q: 3 clusters Score -1103806 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1103831.500000 Penalty: 4647.726562
	Iteration 19Q: 3 clusters Score -1103832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1103856.875000 Penalty: 4647.726562
	Iteration 20F: 3 clusters Score -1103857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1103878.875000 Penalty: 4647.726562
	Iteration 21Q: 3 clusters Score -1103879 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1103903.375000 Penalty: 4647.726562
	Iteration 22Q: 3 clusters Score -1103903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1103919.375000 Penalty: 4647.726562
	Iteration 23Q: 3 clusters Score -1103919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1103933.750000 Penalty: 4647.726562
	Iteration 24Q: 3 clusters Score -1103934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1103945.000000 Penalty: 4647.726562
	Iteration 25Q: 3 clusters Score -1103945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1103955.875000 Penalty: 4647.726562
	Iteration 26Q: 3 clusters Score -1103956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1103962.750000 Penalty: 4647.726562
	Iteration 27Q: 3 clusters Score -1103963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1103965.250000 Penalty: 4647.726562
	Iteration 28Q: 3 clusters Score -1103965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1103973.000000 Penalty: 4647.726562
	Iteration 29Q: 3 clusters Score -1103973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1103972.500000 Penalty: 4647.726562
	Iteration 30Q: 3 clusters Score -1103972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1103973.750000 Penalty: 4647.726562
	Iteration 31Q: 3 clusters Score -1103974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1103972.875000 Penalty: 4647.726562
	Iteration 32Q: 3 clusters Score -1103973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1103972.250000 Penalty: 4647.726562
	Iteration 33Q: 3 clusters Score -1103972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1103972.375000 Penalty: 4647.726562
	Iteration 34Q: 3 clusters Score -1103972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1103971.375000 Penalty: 4647.726562
	Iteration 35Q: 3 clusters Score -1103971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1103971.375000 Penalty: 4647.726562
	Iteration 36F: 3 clusters Score -1103971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Entering Unmasked Estep 
Score: -2174431.750000 Penalty: 2484.966309
	Iteration 0F: 2 clusters Score -2174432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2158811.000000 Penalty: 4969.932617
	Iteration 0F: 3 clusters Score -2158811 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2164024.500000 Penalty: 4969.932617
	Iteration 1F: 3 clusters Score -2164024 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2164443.500000 Penalty: 4969.932617
	Iteration 2F: 3 clusters Score -2164444 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2164784.500000 Penalty: 4969.932617
	Iteration 3Q: 3 clusters Score -2164784 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2165124.250000 Penalty: 4969.932617
	Iteration 4Q: 3 clusters Score -2165124 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2165524.750000 Penalty: 4969.932617
	Iteration 5Q: 3 clusters Score -2165525 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2165999.250000 Penalty: 4969.932617
	Iteration 6Q: 3 clusters Score -2165999 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2166606.000000 Penalty: 4969.932617
	Iteration 7Q: 3 clusters Score -2166606 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2167369.000000 Penalty: 4969.932617
	Iteration 8F: 3 clusters Score -2167369 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2168223.750000 Penalty: 4969.932617
	Iteration 9F: 3 clusters Score -2168224 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2169118.250000 Penalty: 4969.932617
	Iteration 10F: 3 clusters Score -2169118 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2170002.000000 Penalty: 4969.932617
	Iteration 11Q: 3 clusters Score -2170002 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2170744.000000 Penalty: 4969.932617
	Iteration 12Q: 3 clusters Score -2170744 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2171282.750000 Penalty: 4969.932617
	Iteration 13Q: 3 clusters Score -2171283 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2171646.750000 Penalty: 4969.932617
	Iteration 14Q: 3 clusters Score -2171647 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2171858.750000 Penalty: 4969.932617
	Iteration 15Q: 3 clusters Score -2171859 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2171984.250000 Penalty: 4969.932617
	Iteration 16Q: 3 clusters Score -2171984 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2172056.000000 Penalty: 4969.932617
	Iteration 17Q: 3 clusters Score -2172056 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2172135.250000 Penalty: 4969.932617
	Iteration 18Q: 3 clusters Score -2172135 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2172175.750000 Penalty: 4969.932617
	Iteration 19Q: 3 clusters Score -2172176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2172203.750000 Penalty: 4969.932617
	Iteration 20F: 3 clusters Score -2172204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2172225.000000 Penalty: 4969.932617
	Iteration 21Q: 3 clusters Score -2172225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2172245.500000 Penalty: 4969.932617
	Iteration 22Q: 3 clusters Score -2172246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2172260.500000 Penalty: 4969.932617
	Iteration 23Q: 3 clusters Score -2172260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2172276.750000 Penalty: 4969.932617
	Iteration 24Q: 3 clusters Score -2172277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2172290.750000 Penalty: 4969.932617
	Iteration 25Q: 3 clusters Score -2172291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2172297.500000 Penalty: 4969.932617
	Iteration 26Q: 3 clusters Score -2172298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2172305.750000 Penalty: 4969.932617
	Iteration 27Q: 3 clusters Score -2172306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2172310.250000 Penalty: 4969.932617
	Iteration 28Q: 3 clusters Score -2172310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2172311.000000 Penalty: 4969.932617
	Iteration 29Q: 3 clusters Score -2172311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2172311.500000 Penalty: 4969.932617
	Iteration 30Q: 3 clusters Score -2172312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2172311.750000 Penalty: 4969.932617
	Iteration 31Q: 3 clusters Score -2172312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2172316.000000 Penalty: 4969.932617
	Iteration 32Q: 3 clusters Score -2172316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2172315.250000 Penalty: 4969.932617
	Iteration 33Q: 3 clusters Score -2172315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2172318.750000 Penalty: 4969.932617
	Iteration 34Q: 3 clusters Score -2172319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2172318.750000 Penalty: 4969.932617
	Iteration 35Q: 3 clusters Score -2172319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2172320.000000 Penalty: 4969.932617
	Iteration 36Q: 3 clusters Score -2172320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2172319.750000 Penalty: 4969.932617
	Iteration 37Q: 3 clusters Score -2172320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2172320.000000 Penalty: 4969.932617
	Iteration 38Q: 3 clusters Score -2172320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2172320.000000 Penalty: 4969.932617
	Iteration 39F: 3 clusters Score -2172320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Entering Unmasked Estep 
Score: -809844.187500 Penalty: 2278.951416
	Iteration 0F: 2 clusters Score -809844.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -802324.812500 Penalty: 4557.902832
	Iteration 0F: 3 clusters Score -802324.8 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -804912.125000 Penalty: 4557.902832
	Iteration 1F: 3 clusters Score -804912.1 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -805895.750000 Penalty: 4557.902832
	Iteration 2F: 3 clusters Score -805895.8 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -806927.687500 Penalty: 4557.902832
	Iteration 3F: 3 clusters Score -806927.7 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -807748.500000 Penalty: 4557.902832
	Iteration 4F: 3 clusters Score -807748.5 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -808430.937500 Penalty: 4557.902832
	Iteration 5F: 3 clusters Score -808430.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -809161.687500 Penalty: 4557.902832
	Iteration 6F: 3 clusters Score -809161.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -809766.437500 Penalty: 4557.902832
	Iteration 7F: 3 clusters Score -809766.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -810093.937500 Penalty: 4557.902832
	Iteration 8Q: 3 clusters Score -810093.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -810247.375000 Penalty: 4557.902832
	Iteration 9Q: 3 clusters Score -810247.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -810337.875000 Penalty: 4557.902832
	Iteration 10Q: 3 clusters Score -810337.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -810389.687500 Penalty: 4557.902832
	Iteration 11Q: 3 clusters Score -810389.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -810419.125000 Penalty: 4557.902832
	Iteration 12Q: 3 clusters Score -810419.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -810442.625000 Penalty: 4557.902832
	Iteration 13Q: 3 clusters Score -810442.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -810453.312500 Penalty: 4557.902832
	Iteration 14Q: 3 clusters Score -810453.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -810460.312500 Penalty: 4557.902832
	Iteration 15Q: 3 clusters Score -810460.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -810465.750000 Penalty: 4557.902832
	Iteration 16Q: 3 clusters Score -810465.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -810470.875000 Penalty: 4557.902832
	Iteration 17Q: 3 clusters Score -810470.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -810477.062500 Penalty: 4557.902832
	Iteration 18Q: 3 clusters Score -810477.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -810479.625000 Penalty: 4557.902832
	Iteration 19Q: 3 clusters Score -810479.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -810484.437500 Penalty: 4557.902832
	Iteration 20F: 3 clusters Score -810484.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -810485.437500 Penalty: 4557.902832
	Iteration 21Q: 3 clusters Score -810485.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -810486.437500 Penalty: 4557.902832
	Iteration 22Q: 3 clusters Score -810486.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -810488.562500 Penalty: 4557.902832
	Iteration 23Q: 3 clusters Score -810488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -810487.062500 Penalty: 4557.902832
	Iteration 24Q: 3 clusters Score -810487.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -810490.250000 Penalty: 4557.902832
	Iteration 25Q: 3 clusters Score -810490.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -810490.000000 Penalty: 4557.902832
	Iteration 26Q: 3 clusters Score -810490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -810491.750000 Penalty: 4557.902832
	Iteration 27Q: 3 clusters Score -810491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -810491.625000 Penalty: 4557.902832
	Iteration 28Q: 3 clusters Score -810491.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -810491.125000 Penalty: 4557.902832
	Iteration 29Q: 3 clusters Score -810491.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -810491.250000 Penalty: 4557.902832
	Iteration 30Q: 3 clusters Score -810491.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -810491.437500 Penalty: 4557.902832
	Iteration 31Q: 3 clusters Score -810491.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -810491.437500 Penalty: 4557.902832
	Iteration 32F: 3 clusters Score -810491.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 3840 members 
Mstep: Class 5 contains 15219 members 
Mstep: Class 6 contains 101269 members 
Mstep: Class 7 contains 8053 members 
Mstep: Class 8 contains 223380 members 
Mstep: Class 9 contains 97131 members 
Mstep: Class 10 contains 10529 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12523 members 
Mstep: Class 14 contains 305957 members 
Mstep: Class 15 contains 217212 members 
Mstep: Class 16 contains 11147 members 
Mstep: Class 17 contains 13006 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6906 members 
Mstep: Class 20 contains 62969 members 
Mstep: Class 21 contains 127918 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12944 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11793 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12369 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 9197 members 
Mstep: Class 34 contains 6822 members 
Mstep: Class 35 contains 8195 members 
Mstep: Class 36 contains 5952 members 
Entering Unmasked Estep 
Score: -157712464.000000 Penalty: 127934.179688
Splitting cluster 4 changes total score from -157713840.000000 to -157712464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (15219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Entering Unmasked Estep 
Score: -1486180.000000 Penalty: 2388.314209
	Iteration 0F: 2 clusters Score -1486180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1475073.750000 Penalty: 4776.628418
	Iteration 0F: 3 clusters Score -1475074 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1478618.375000 Penalty: 4776.628418
	Iteration 1F: 3 clusters Score -1478618 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1478965.250000 Penalty: 4776.628418
	Iteration 2F: 3 clusters Score -1478965 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1479250.125000 Penalty: 4776.628418
	Iteration 3Q: 3 clusters Score -1479250 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1479519.000000 Penalty: 4776.628418
	Iteration 4Q: 3 clusters Score -1479519 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1479784.500000 Penalty: 4776.628418
	Iteration 5Q: 3 clusters Score -1479784 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1480073.875000 Penalty: 4776.628418
	Iteration 6Q: 3 clusters Score -1480074 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1480427.750000 Penalty: 4776.628418
	Iteration 7Q: 3 clusters Score -1480428 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1480929.750000 Penalty: 4776.628418
	Iteration 8F: 3 clusters Score -1480930 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1481567.000000 Penalty: 4776.628418
	Iteration 9F: 3 clusters Score -1481567 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1482285.250000 Penalty: 4776.628418
	Iteration 10F: 3 clusters Score -1482285 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1482985.250000 Penalty: 4776.628418
	Iteration 11Q: 3 clusters Score -1482985 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1483605.625000 Penalty: 4776.628418
	Iteration 12Q: 3 clusters Score -1483606 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1484043.125000 Penalty: 4776.628418
	Iteration 13Q: 3 clusters Score -1484043 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1484248.750000 Penalty: 4776.628418
	Iteration 14Q: 3 clusters Score -1484249 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1484383.750000 Penalty: 4776.628418
	Iteration 15Q: 3 clusters Score -1484384 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1484451.375000 Penalty: 4776.628418
	Iteration 16Q: 3 clusters Score -1484451 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1484492.375000 Penalty: 4776.628418
	Iteration 17Q: 3 clusters Score -1484492 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1484539.250000 Penalty: 4776.628418
	Iteration 18Q: 3 clusters Score -1484539 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1484592.000000 Penalty: 4776.628418
	Iteration 19Q: 3 clusters Score -1484592 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1484624.750000 Penalty: 4776.628418
	Iteration 20F: 3 clusters Score -1484625 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1484667.125000 Penalty: 4776.628418
	Iteration 21Q: 3 clusters Score -1484667 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1484713.000000 Penalty: 4776.628418
	Iteration 22Q: 3 clusters Score -1484713 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1484747.000000 Penalty: 4776.628418
	Iteration 23Q: 3 clusters Score -1484747 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1484781.875000 Penalty: 4776.628418
	Iteration 24Q: 3 clusters Score -1484782 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1484814.750000 Penalty: 4776.628418
	Iteration 25Q: 3 clusters Score -1484815 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1484837.000000 Penalty: 4776.628418
	Iteration 26Q: 3 clusters Score -1484837 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1484853.125000 Penalty: 4776.628418
	Iteration 27Q: 3 clusters Score -1484853 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1484869.000000 Penalty: 4776.628418
	Iteration 28Q: 3 clusters Score -1484869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1484882.750000 Penalty: 4776.628418
	Iteration 29Q: 3 clusters Score -1484883 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1484900.000000 Penalty: 4776.628418
	Iteration 30Q: 3 clusters Score -1484900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1484916.125000 Penalty: 4776.628418
	Iteration 31Q: 3 clusters Score -1484916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1484924.500000 Penalty: 4776.628418
	Iteration 32Q: 3 clusters Score -1484924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1484939.625000 Penalty: 4776.628418
	Iteration 33Q: 3 clusters Score -1484940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1484952.750000 Penalty: 4776.628418
	Iteration 34Q: 3 clusters Score -1484953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1484969.500000 Penalty: 4776.628418
	Iteration 35Q: 3 clusters Score -1484970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1484983.375000 Penalty: 4776.628418
	Iteration 36Q: 3 clusters Score -1484983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1485001.500000 Penalty: 4776.628418
	Iteration 37Q: 3 clusters Score -1485002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1485014.750000 Penalty: 4776.628418
	Iteration 38Q: 3 clusters Score -1485015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1485028.500000 Penalty: 4776.628418
	Iteration 39Q: 3 clusters Score -1485028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1485045.125000 Penalty: 4776.628418
	Iteration 40F: 3 clusters Score -1485045 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1485060.125000 Penalty: 4776.628418
	Iteration 41Q: 3 clusters Score -1485060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1485079.000000 Penalty: 4776.628418
	Iteration 42Q: 3 clusters Score -1485079 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1485098.125000 Penalty: 4776.628418
	Iteration 43Q: 3 clusters Score -1485098 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1485118.125000 Penalty: 4776.628418
	Iteration 44Q: 3 clusters Score -1485118 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1485144.625000 Penalty: 4776.628418
	Iteration 45Q: 3 clusters Score -1485145 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1485176.250000 Penalty: 4776.628418
	Iteration 46Q: 3 clusters Score -1485176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1485211.625000 Penalty: 4776.628418
	Iteration 47Q: 3 clusters Score -1485212 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1485243.875000 Penalty: 4776.628418
	Iteration 48Q: 3 clusters Score -1485244 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1485299.250000 Penalty: 4776.628418
	Iteration 49Q: 3 clusters Score -1485299 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1485358.750000 Penalty: 4776.628418
	Iteration 50Q: 3 clusters Score -1485359 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1485434.500000 Penalty: 4776.628418
	Iteration 51Q: 3 clusters Score -1485434 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1485507.875000 Penalty: 4776.628418
	Iteration 52Q: 3 clusters Score -1485508 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1485579.875000 Penalty: 4776.628418
	Iteration 53Q: 3 clusters Score -1485580 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1485655.750000 Penalty: 4776.628418
	Iteration 54Q: 3 clusters Score -1485656 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1485732.250000 Penalty: 4776.628418
	Iteration 55Q: 3 clusters Score -1485732 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1485800.750000 Penalty: 4776.628418
	Iteration 56Q: 3 clusters Score -1485801 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1485868.250000 Penalty: 4776.628418
	Iteration 57Q: 3 clusters Score -1485868 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1485923.875000 Penalty: 4776.628418
	Iteration 58Q: 3 clusters Score -1485924 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1485970.875000 Penalty: 4776.628418
	Iteration 59Q: 3 clusters Score -1485971 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1485999.250000 Penalty: 4776.628418
	Iteration 60F: 3 clusters Score -1485999 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1486015.250000 Penalty: 4776.628418
	Iteration 61Q: 3 clusters Score -1486015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1486030.750000 Penalty: 4776.628418
	Iteration 62Q: 3 clusters Score -1486031 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1486039.625000 Penalty: 4776.628418
	Iteration 63Q: 3 clusters Score -1486040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1486044.000000 Penalty: 4776.628418
	Iteration 64Q: 3 clusters Score -1486044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1486046.500000 Penalty: 4776.628418
	Iteration 65Q: 3 clusters Score -1486046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1486053.375000 Penalty: 4776.628418
	Iteration 66Q: 3 clusters Score -1486053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1486052.375000 Penalty: 4776.628418
	Iteration 67Q: 3 clusters Score -1486052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1486054.750000 Penalty: 4776.628418
	Iteration 68Q: 3 clusters Score -1486055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1486057.250000 Penalty: 4776.628418
	Iteration 69Q: 3 clusters Score -1486057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1486058.500000 Penalty: 4776.628418
	Iteration 70Q: 3 clusters Score -1486058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1486059.875000 Penalty: 4776.628418
	Iteration 71Q: 3 clusters Score -1486060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1486057.375000 Penalty: 4776.628418
	Iteration 72Q: 3 clusters Score -1486057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1486061.375000 Penalty: 4776.628418
	Iteration 73Q: 3 clusters Score -1486061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1486062.000000 Penalty: 4776.628418
	Iteration 74Q: 3 clusters Score -1486062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1486066.250000 Penalty: 4776.628418
	Iteration 75Q: 3 clusters Score -1486066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1486063.750000 Penalty: 4776.628418
	Iteration 76Q: 3 clusters Score -1486064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1486063.500000 Penalty: 4776.628418
	Iteration 77Q: 3 clusters Score -1486064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1486070.375000 Penalty: 4776.628418
	Iteration 78Q: 3 clusters Score -1486070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1486071.125000 Penalty: 4776.628418
	Iteration 79Q: 3 clusters Score -1486071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1486065.375000 Penalty: 4776.628418
	Iteration 80F: 3 clusters Score -1486065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1486066.000000 Penalty: 4776.628418
	Iteration 81Q: 3 clusters Score -1486066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1486064.875000 Penalty: 4776.628418
	Iteration 82Q: 3 clusters Score -1486065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1486066.875000 Penalty: 4776.628418
	Iteration 83Q: 3 clusters Score -1486067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1486066.875000 Penalty: 4776.628418
	Iteration 84F: 3 clusters Score -1486067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101269 members 
Entering Unmasked Estep 
Score: -9990461.000000 Penalty: 2858.332764
	Iteration 0F: 2 clusters Score -9990461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -9922555.000000 Penalty: 5716.665527
	Iteration 0F: 3 clusters Score -9922555 nChanged 47909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -9951162.000000 Penalty: 5716.665527
	Iteration 1F: 3 clusters Score -9951162 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 63638 members 
Entering Unmasked Estep 
Score: -9953836.000000 Penalty: 5716.665527
	Iteration 2F: 3 clusters Score -9953836 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -9958482.000000 Penalty: 5716.665527
	Iteration 3F: 3 clusters Score -9958482 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 79478 members 
Entering Unmasked Estep 
Score: -9966178.000000 Penalty: 5716.665527
	Iteration 4F: 3 clusters Score -9966178 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 88838 members 
Entering Unmasked Estep 
Score: -9975559.000000 Penalty: 5716.665527
	Iteration 5F: 3 clusters Score -9975559 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 95641 members 
Entering Unmasked Estep 
Score: -9982500.000000 Penalty: 5716.665527
	Iteration 6F: 3 clusters Score -9982500 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 99101 members 
Entering Unmasked Estep 
Score: -9985812.000000 Penalty: 5716.665527
	Iteration 7Q: 3 clusters Score -9985812 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 100470 members 
Entering Unmasked Estep 
Score: -9987136.000000 Penalty: 5716.665527
	Iteration 8Q: 3 clusters Score -9987136 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 100871 members 
Entering Unmasked Estep 
Score: -9987531.000000 Penalty: 5716.665527
	Iteration 9Q: 3 clusters Score -9987531 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 100962 members 
Entering Unmasked Estep 
Score: -9987687.000000 Penalty: 5716.665527
	Iteration 10Q: 3 clusters Score -9987687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 100994 members 
Entering Unmasked Estep 
Score: -9987755.000000 Penalty: 5716.665527
	Iteration 11Q: 3 clusters Score -9987755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 101005 members 
Entering Unmasked Estep 
Score: -9987789.000000 Penalty: 5716.665527
	Iteration 12Q: 3 clusters Score -9987789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 101013 members 
Entering Unmasked Estep 
Score: -9987818.000000 Penalty: 5716.665527
	Iteration 13Q: 3 clusters Score -9987818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 101028 members 
Entering Unmasked Estep 
Score: -9987859.000000 Penalty: 5716.665527
	Iteration 14Q: 3 clusters Score -9987859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 101037 members 
Entering Unmasked Estep 
Score: -9987885.000000 Penalty: 5716.665527
	Iteration 15Q: 3 clusters Score -9987885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 101044 members 
Entering Unmasked Estep 
Score: -9987908.000000 Penalty: 5716.665527
	Iteration 16Q: 3 clusters Score -9987908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 101047 members 
Entering Unmasked Estep 
Score: -9987933.000000 Penalty: 5716.665527
	Iteration 17Q: 3 clusters Score -9987933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -9987943.000000 Penalty: 5716.665527
	Iteration 18Q: 3 clusters Score -9987943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 101047 members 
Entering Unmasked Estep 
Score: -9987955.000000 Penalty: 5716.665527
	Iteration 19Q: 3 clusters Score -9987955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 101046 members 
Entering Unmasked Estep 
Score: -9987950.000000 Penalty: 5716.665527
	Iteration 20F: 3 clusters Score -9987950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Entering Unmasked Estep 
Score: -744952.250000 Penalty: 2230.462402
	Iteration 0F: 2 clusters Score -744952.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -738437.437500 Penalty: 4460.924805
	Iteration 0F: 3 clusters Score -738437.4 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -740263.562500 Penalty: 4460.924805
	Iteration 1F: 3 clusters Score -740263.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -740510.375000 Penalty: 4460.924805
	Iteration 2F: 3 clusters Score -740510.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -740687.000000 Penalty: 4460.924805
	Iteration 3Q: 3 clusters Score -740687 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -740802.437500 Penalty: 4460.924805
	Iteration 4Q: 3 clusters Score -740802.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -740883.875000 Penalty: 4460.924805
	Iteration 5Q: 3 clusters Score -740883.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -740953.125000 Penalty: 4460.924805
	Iteration 6Q: 3 clusters Score -740953.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -741020.625000 Penalty: 4460.924805
	Iteration 7Q: 3 clusters Score -741020.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -741074.625000 Penalty: 4460.924805
	Iteration 8Q: 3 clusters Score -741074.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -741121.937500 Penalty: 4460.924805
	Iteration 9Q: 3 clusters Score -741121.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -741156.437500 Penalty: 4460.924805
	Iteration 10Q: 3 clusters Score -741156.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -741185.125000 Penalty: 4460.924805
	Iteration 11Q: 3 clusters Score -741185.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -741206.937500 Penalty: 4460.924805
	Iteration 12Q: 3 clusters Score -741206.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -741235.625000 Penalty: 4460.924805
	Iteration 13Q: 3 clusters Score -741235.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -741262.625000 Penalty: 4460.924805
	Iteration 14Q: 3 clusters Score -741262.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -741286.312500 Penalty: 4460.924805
	Iteration 15Q: 3 clusters Score -741286.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -741310.062500 Penalty: 4460.924805
	Iteration 16Q: 3 clusters Score -741310.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -741330.062500 Penalty: 4460.924805
	Iteration 17Q: 3 clusters Score -741330.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -741351.375000 Penalty: 4460.924805
	Iteration 18Q: 3 clusters Score -741351.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -741378.687500 Penalty: 4460.924805
	Iteration 19Q: 3 clusters Score -741378.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -741410.312500 Penalty: 4460.924805
	Iteration 20F: 3 clusters Score -741410.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -741440.125000 Penalty: 4460.924805
	Iteration 21Q: 3 clusters Score -741440.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -741477.125000 Penalty: 4460.924805
	Iteration 22Q: 3 clusters Score -741477.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -741514.437500 Penalty: 4460.924805
	Iteration 23Q: 3 clusters Score -741514.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -741561.437500 Penalty: 4460.924805
	Iteration 24Q: 3 clusters Score -741561.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -741615.187500 Penalty: 4460.924805
	Iteration 25Q: 3 clusters Score -741615.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -741663.375000 Penalty: 4460.924805
	Iteration 26Q: 3 clusters Score -741663.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -741720.125000 Penalty: 4460.924805
	Iteration 27Q: 3 clusters Score -741720.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -741783.750000 Penalty: 4460.924805
	Iteration 28Q: 3 clusters Score -741783.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -741853.375000 Penalty: 4460.924805
	Iteration 29Q: 3 clusters Score -741853.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -741929.437500 Penalty: 4460.924805
	Iteration 30Q: 3 clusters Score -741929.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -741997.187500 Penalty: 4460.924805
	Iteration 31Q: 3 clusters Score -741997.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -742094.687500 Penalty: 4460.924805
	Iteration 32Q: 3 clusters Score -742094.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -742197.250000 Penalty: 4460.924805
	Iteration 33Q: 3 clusters Score -742197.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -742291.437500 Penalty: 4460.924805
	Iteration 34Q: 3 clusters Score -742291.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -742399.625000 Penalty: 4460.924805
	Iteration 35Q: 3 clusters Score -742399.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -742489.125000 Penalty: 4460.924805
	Iteration 36Q: 3 clusters Score -742489.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -742556.812500 Penalty: 4460.924805
	Iteration 37Q: 3 clusters Score -742556.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -742624.625000 Penalty: 4460.924805
	Iteration 38Q: 3 clusters Score -742624.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -742685.437500 Penalty: 4460.924805
	Iteration 39Q: 3 clusters Score -742685.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -742748.437500 Penalty: 4460.924805
	Iteration 40F: 3 clusters Score -742748.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -742801.312500 Penalty: 4460.924805
	Iteration 41Q: 3 clusters Score -742801.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -742839.187500 Penalty: 4460.924805
	Iteration 42Q: 3 clusters Score -742839.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -742883.500000 Penalty: 4460.924805
	Iteration 43Q: 3 clusters Score -742883.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -742934.250000 Penalty: 4460.924805
	Iteration 44Q: 3 clusters Score -742934.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -742984.875000 Penalty: 4460.924805
	Iteration 45Q: 3 clusters Score -742984.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -743035.812500 Penalty: 4460.924805
	Iteration 46Q: 3 clusters Score -743035.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -743108.750000 Penalty: 4460.924805
	Iteration 47Q: 3 clusters Score -743108.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -743182.437500 Penalty: 4460.924805
	Iteration 48Q: 3 clusters Score -743182.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -743245.062500 Penalty: 4460.924805
	Iteration 49Q: 3 clusters Score -743245.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -743313.875000 Penalty: 4460.924805
	Iteration 50Q: 3 clusters Score -743313.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -743379.250000 Penalty: 4460.924805
	Iteration 51Q: 3 clusters Score -743379.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -743426.000000 Penalty: 4460.924805
	Iteration 52Q: 3 clusters Score -743426 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -743461.062500 Penalty: 4460.924805
	Iteration 53Q: 3 clusters Score -743461.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -743486.937500 Penalty: 4460.924805
	Iteration 54Q: 3 clusters Score -743486.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -743510.937500 Penalty: 4460.924805
	Iteration 55Q: 3 clusters Score -743510.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -743530.687500 Penalty: 4460.924805
	Iteration 56Q: 3 clusters Score -743530.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -743540.062500 Penalty: 4460.924805
	Iteration 57Q: 3 clusters Score -743540.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -743548.625000 Penalty: 4460.924805
	Iteration 58Q: 3 clusters Score -743548.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -743555.750000 Penalty: 4460.924805
	Iteration 59Q: 3 clusters Score -743555.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -743562.625000 Penalty: 4460.924805
	Iteration 60F: 3 clusters Score -743562.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -743565.187500 Penalty: 4460.924805
	Iteration 61Q: 3 clusters Score -743565.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -743567.125000 Penalty: 4460.924805
	Iteration 62Q: 3 clusters Score -743567.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -743570.312500 Penalty: 4460.924805
	Iteration 63Q: 3 clusters Score -743570.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -743571.250000 Penalty: 4460.924805
	Iteration 64Q: 3 clusters Score -743571.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -743576.187500 Penalty: 4460.924805
	Iteration 65Q: 3 clusters Score -743576.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -743578.500000 Penalty: 4460.924805
	Iteration 66Q: 3 clusters Score -743578.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -743580.250000 Penalty: 4460.924805
	Iteration 67Q: 3 clusters Score -743580.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -743582.000000 Penalty: 4460.924805
	Iteration 68Q: 3 clusters Score -743582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -743582.437500 Penalty: 4460.924805
	Iteration 69Q: 3 clusters Score -743582.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -743585.187500 Penalty: 4460.924805
	Iteration 70Q: 3 clusters Score -743585.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -743586.312500 Penalty: 4460.924805
	Iteration 71Q: 3 clusters Score -743586.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -743587.562500 Penalty: 4460.924805
	Iteration 72Q: 3 clusters Score -743587.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -743588.437500 Penalty: 4460.924805
	Iteration 73Q: 3 clusters Score -743588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -743588.562500 Penalty: 4460.924805
	Iteration 74Q: 3 clusters Score -743588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -743589.000000 Penalty: 4460.924805
	Iteration 75Q: 3 clusters Score -743589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -743590.000000 Penalty: 4460.924805
	Iteration 76Q: 3 clusters Score -743590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -743591.812500 Penalty: 4460.924805
	Iteration 77Q: 3 clusters Score -743591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -743592.500000 Penalty: 4460.924805
	Iteration 78Q: 3 clusters Score -743592.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -743591.937500 Penalty: 4460.924805
	Iteration 79Q: 3 clusters Score -743591.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -743592.875000 Penalty: 4460.924805
	Iteration 80F: 3 clusters Score -743592.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -743596.062500 Penalty: 4460.924805
	Iteration 81Q: 3 clusters Score -743596.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -743598.437500 Penalty: 4460.924805
	Iteration 82Q: 3 clusters Score -743598.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -743599.875000 Penalty: 4460.924805
	Iteration 83Q: 3 clusters Score -743599.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -743601.000000 Penalty: 4460.924805
	Iteration 84Q: 3 clusters Score -743601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -743600.062500 Penalty: 4460.924805
	Iteration 85Q: 3 clusters Score -743600.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -743600.937500 Penalty: 4460.924805
	Iteration 86Q: 3 clusters Score -743600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -743601.062500 Penalty: 4460.924805
	Iteration 87Q: 3 clusters Score -743601.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -743601.062500 Penalty: 4460.924805
	Iteration 88F: 3 clusters Score -743601.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (223380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223380 members 
Entering Unmasked Estep 
Score: -21969686.000000 Penalty: 3054.524170
	Iteration 0F: 2 clusters Score -2.196969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111631 members 
Mstep: Class 2 contains 111749 members 
Entering Unmasked Estep 
Score: -21821326.000000 Penalty: 6109.048340
	Iteration 0F: 3 clusters Score -2.182133e+07 nChanged 107684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109005 members 
Mstep: Class 2 contains 114375 members 
Entering Unmasked Estep 
Score: -21884772.000000 Penalty: 6109.048340
	Iteration 1F: 3 clusters Score -2.188477e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107218 members 
Mstep: Class 2 contains 116162 members 
Entering Unmasked Estep 
Score: -21886338.000000 Penalty: 6109.048340
	Iteration 2Q: 3 clusters Score -2.188634e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104403 members 
Mstep: Class 2 contains 118977 members 
Entering Unmasked Estep 
Score: -21888250.000000 Penalty: 6109.048340
	Iteration 3Q: 3 clusters Score -2.188825e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100154 members 
Mstep: Class 2 contains 123226 members 
Entering Unmasked Estep 
Score: -21890750.000000 Penalty: 6109.048340
	Iteration 4Q: 3 clusters Score -2.189075e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93835 members 
Mstep: Class 2 contains 129545 members 
Entering Unmasked Estep 
Score: -21894616.000000 Penalty: 6109.048340
	Iteration 5Q: 3 clusters Score -2.189462e+07 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Mstep: Class 2 contains 138759 members 
Entering Unmasked Estep 
Score: -21900724.000000 Penalty: 6109.048340
	Iteration 6F: 3 clusters Score -2.190072e+07 nChanged 14573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72170 members 
Mstep: Class 2 contains 151210 members 
Entering Unmasked Estep 
Score: -21909362.000000 Penalty: 6109.048340
	Iteration 7F: 3 clusters Score -2.190936e+07 nChanged 16043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 166121 members 
Entering Unmasked Estep 
Score: -21920298.000000 Penalty: 6109.048340
	Iteration 8F: 3 clusters Score -2.19203e+07 nChanged 16004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 181743 members 
Entering Unmasked Estep 
Score: -21932532.000000 Penalty: 6109.048340
	Iteration 9F: 3 clusters Score -2.193253e+07 nChanged 14488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 196137 members 
Entering Unmasked Estep 
Score: -21944394.000000 Penalty: 6109.048340
	Iteration 10F: 3 clusters Score -2.194439e+07 nChanged 11632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 207755 members 
Entering Unmasked Estep 
Score: -21954038.000000 Penalty: 6109.048340
	Iteration 11F: 3 clusters Score -2.195404e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 215482 members 
Entering Unmasked Estep 
Score: -21960812.000000 Penalty: 6109.048340
	Iteration 12Q: 3 clusters Score -2.196081e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 219711 members 
Entering Unmasked Estep 
Score: -21964352.000000 Penalty: 6109.048340
	Iteration 13Q: 3 clusters Score -2.196435e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 221615 members 
Entering Unmasked Estep 
Score: -21966000.000000 Penalty: 6109.048340
	Iteration 14Q: 3 clusters Score -2.1966e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 222345 members 
Entering Unmasked Estep 
Score: -21966628.000000 Penalty: 6109.048340
	Iteration 15Q: 3 clusters Score -2.196663e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 222604 members 
Entering Unmasked Estep 
Score: -21966878.000000 Penalty: 6109.048340
	Iteration 16Q: 3 clusters Score -2.196688e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 222694 members 
Entering Unmasked Estep 
Score: -21966930.000000 Penalty: 6109.048340
	Iteration 17Q: 3 clusters Score -2.196693e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 222743 members 
Entering Unmasked Estep 
Score: -21966986.000000 Penalty: 6109.048340
	Iteration 18Q: 3 clusters Score -2.196699e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 222765 members 
Entering Unmasked Estep 
Score: -21967026.000000 Penalty: 6109.048340
	Iteration 19Q: 3 clusters Score -2.196703e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 222795 members 
Entering Unmasked Estep 
Score: -21967054.000000 Penalty: 6109.048340
	Iteration 20F: 3 clusters Score -2.196705e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 222807 members 
Entering Unmasked Estep 
Score: -21967064.000000 Penalty: 6109.048340
	Iteration 21Q: 3 clusters Score -2.196706e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 222826 members 
Entering Unmasked Estep 
Score: -21967098.000000 Penalty: 6109.048340
	Iteration 22Q: 3 clusters Score -2.19671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 222837 members 
Entering Unmasked Estep 
Score: -21967128.000000 Penalty: 6109.048340
	Iteration 23Q: 3 clusters Score -2.196713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 222844 members 
Entering Unmasked Estep 
Score: -21967134.000000 Penalty: 6109.048340
	Iteration 24Q: 3 clusters Score -2.196713e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 222849 members 
Entering Unmasked Estep 
Score: -21967138.000000 Penalty: 6109.048340
	Iteration 25Q: 3 clusters Score -2.196714e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 222853 members 
Entering Unmasked Estep 
Score: -21967150.000000 Penalty: 6109.048340
	Iteration 26Q: 3 clusters Score -2.196715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 222853 members 
Entering Unmasked Estep 
Score: -21967148.000000 Penalty: 6109.048340
	Iteration 27Q: 3 clusters Score -2.196715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 222856 members 
Entering Unmasked Estep 
Score: -21967146.000000 Penalty: 6109.048340
	Iteration 28Q: 3 clusters Score -2.196715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 222859 members 
Entering Unmasked Estep 
Score: -21967156.000000 Penalty: 6109.048340
	Iteration 29Q: 3 clusters Score -2.196716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 222858 members 
Entering Unmasked Estep 
Score: -21967158.000000 Penalty: 6109.048340
	Iteration 30Q: 3 clusters Score -2.196716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 222858 members 
Entering Unmasked Estep 
Score: -21967158.000000 Penalty: 6109.048340
	Iteration 31F: 3 clusters Score -2.196716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (97131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97131 members 
Entering Unmasked Estep 
Score: -9367147.000000 Penalty: 2847.986328
	Iteration 0F: 2 clusters Score -9367147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -9302101.000000 Penalty: 5695.972656
	Iteration 0F: 3 clusters Score -9302101 nChanged 45858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -9328564.000000 Penalty: 5695.972656
	Iteration 1F: 3 clusters Score -9328564 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -9329868.000000 Penalty: 5695.972656
	Iteration 2Q: 3 clusters Score -9329868 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -9331694.000000 Penalty: 5695.972656
	Iteration 3Q: 3 clusters Score -9331694 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -9333869.000000 Penalty: 5695.972656
	Iteration 4F: 3 clusters Score -9333869 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -9336994.000000 Penalty: 5695.972656
	Iteration 5F: 3 clusters Score -9336994 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 65777 members 
Entering Unmasked Estep 
Score: -9340811.000000 Penalty: 5695.972656
	Iteration 6F: 3 clusters Score -9340811 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 71118 members 
Entering Unmasked Estep 
Score: -9345151.000000 Penalty: 5695.972656
	Iteration 7F: 3 clusters Score -9345151 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -9349464.000000 Penalty: 5695.972656
	Iteration 8F: 3 clusters Score -9349464 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 81643 members 
Entering Unmasked Estep 
Score: -9353588.000000 Penalty: 5695.972656
	Iteration 9F: 3 clusters Score -9353588 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 86018 members 
Entering Unmasked Estep 
Score: -9357165.000000 Penalty: 5695.972656
	Iteration 10Q: 3 clusters Score -9357165 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 89548 members 
Entering Unmasked Estep 
Score: -9360078.000000 Penalty: 5695.972656
	Iteration 11Q: 3 clusters Score -9360078 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 91960 members 
Entering Unmasked Estep 
Score: -9362292.000000 Penalty: 5695.972656
	Iteration 12Q: 3 clusters Score -9362292 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 93435 members 
Entering Unmasked Estep 
Score: -9363632.000000 Penalty: 5695.972656
	Iteration 13Q: 3 clusters Score -9363632 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 94196 members 
Entering Unmasked Estep 
Score: -9364360.000000 Penalty: 5695.972656
	Iteration 14Q: 3 clusters Score -9364360 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 94583 members 
Entering Unmasked Estep 
Score: -9364911.000000 Penalty: 5695.972656
	Iteration 15Q: 3 clusters Score -9364911 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 94742 members 
Entering Unmasked Estep 
Score: -9365258.000000 Penalty: 5695.972656
	Iteration 16Q: 3 clusters Score -9365258 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 94821 members 
Entering Unmasked Estep 
Score: -9365432.000000 Penalty: 5695.972656
	Iteration 17Q: 3 clusters Score -9365432 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 94846 members 
Entering Unmasked Estep 
Score: -9365544.000000 Penalty: 5695.972656
	Iteration 18Q: 3 clusters Score -9365544 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 94880 members 
Entering Unmasked Estep 
Score: -9365608.000000 Penalty: 5695.972656
	Iteration 19Q: 3 clusters Score -9365608 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 94900 members 
Entering Unmasked Estep 
Score: -9365660.000000 Penalty: 5695.972656
	Iteration 20F: 3 clusters Score -9365660 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 94919 members 
Entering Unmasked Estep 
Score: -9365689.000000 Penalty: 5695.972656
	Iteration 21Q: 3 clusters Score -9365689 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 94933 members 
Entering Unmasked Estep 
Score: -9365704.000000 Penalty: 5695.972656
	Iteration 22Q: 3 clusters Score -9365704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 94939 members 
Entering Unmasked Estep 
Score: -9365715.000000 Penalty: 5695.972656
	Iteration 23Q: 3 clusters Score -9365715 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 94953 members 
Entering Unmasked Estep 
Score: -9365725.000000 Penalty: 5695.972656
	Iteration 24Q: 3 clusters Score -9365725 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 94956 members 
Entering Unmasked Estep 
Score: -9365738.000000 Penalty: 5695.972656
	Iteration 25Q: 3 clusters Score -9365738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -9365753.000000 Penalty: 5695.972656
	Iteration 26Q: 3 clusters Score -9365753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 94972 members 
Entering Unmasked Estep 
Score: -9365759.000000 Penalty: 5695.972656
	Iteration 27Q: 3 clusters Score -9365759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 94979 members 
Entering Unmasked Estep 
Score: -9365767.000000 Penalty: 5695.972656
	Iteration 28Q: 3 clusters Score -9365767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 94988 members 
Entering Unmasked Estep 
Score: -9365769.000000 Penalty: 5695.972656
	Iteration 29Q: 3 clusters Score -9365769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 94992 members 
Entering Unmasked Estep 
Score: -9365773.000000 Penalty: 5695.972656
	Iteration 30Q: 3 clusters Score -9365773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 95001 members 
Entering Unmasked Estep 
Score: -9365778.000000 Penalty: 5695.972656
	Iteration 31Q: 3 clusters Score -9365778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 95005 members 
Entering Unmasked Estep 
Score: -9365774.000000 Penalty: 5695.972656
	Iteration 32Q: 3 clusters Score -9365774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 95013 members 
Entering Unmasked Estep 
Score: -9365783.000000 Penalty: 5695.972656
	Iteration 33Q: 3 clusters Score -9365783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 95021 members 
Entering Unmasked Estep 
Score: -9365777.000000 Penalty: 5695.972656
	Iteration 34Q: 3 clusters Score -9365777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 95023 members 
Entering Unmasked Estep 
Score: -9365784.000000 Penalty: 5695.972656
	Iteration 35Q: 3 clusters Score -9365784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 95027 members 
Entering Unmasked Estep 
Score: -9365786.000000 Penalty: 5695.972656
	Iteration 36Q: 3 clusters Score -9365786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 95027 members 
Entering Unmasked Estep 
Score: -9365780.000000 Penalty: 5695.972656
	Iteration 37Q: 3 clusters Score -9365780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 95026 members 
Entering Unmasked Estep 
Score: -9365787.000000 Penalty: 5695.972656
	Iteration 38Q: 3 clusters Score -9365787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 95026 members 
Entering Unmasked Estep 
Score: -9365790.000000 Penalty: 5695.972656
	Iteration 39Q: 3 clusters Score -9365790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 95027 members 
Entering Unmasked Estep 
Score: -9365787.000000 Penalty: 5695.972656
	Iteration 40F: 3 clusters Score -9365787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 95028 members 
Entering Unmasked Estep 
Score: -9365786.000000 Penalty: 5695.972656
	Iteration 41Q: 3 clusters Score -9365786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 95030 members 
Entering Unmasked Estep 
Score: -9365782.000000 Penalty: 5695.972656
	Iteration 42Q: 3 clusters Score -9365782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 95030 members 
Entering Unmasked Estep 
Score: -9365782.000000 Penalty: 5695.972656
	Iteration 43F: 3 clusters Score -9365782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Entering Unmasked Estep 
Score: -977923.125000 Penalty: 2296.948242
	Iteration 0F: 2 clusters Score -977923.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -969956.000000 Penalty: 4593.896484
	Iteration 0F: 3 clusters Score -969956 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -972354.812500 Penalty: 4593.896484
	Iteration 1F: 3 clusters Score -972354.8 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -972691.000000 Penalty: 4593.896484
	Iteration 2F: 3 clusters Score -972691 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -972965.750000 Penalty: 4593.896484
	Iteration 3F: 3 clusters Score -972965.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -973202.625000 Penalty: 4593.896484
	Iteration 4Q: 3 clusters Score -973202.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -973372.375000 Penalty: 4593.896484
	Iteration 5Q: 3 clusters Score -973372.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -973525.937500 Penalty: 4593.896484
	Iteration 6Q: 3 clusters Score -973525.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -973659.875000 Penalty: 4593.896484
	Iteration 7Q: 3 clusters Score -973659.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -973793.125000 Penalty: 4593.896484
	Iteration 8Q: 3 clusters Score -973793.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -973931.000000 Penalty: 4593.896484
	Iteration 9Q: 3 clusters Score -973931 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -974041.375000 Penalty: 4593.896484
	Iteration 10Q: 3 clusters Score -974041.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -974153.062500 Penalty: 4593.896484
	Iteration 11Q: 3 clusters Score -974153.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -974263.000000 Penalty: 4593.896484
	Iteration 12Q: 3 clusters Score -974263 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -974358.687500 Penalty: 4593.896484
	Iteration 13Q: 3 clusters Score -974358.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -974470.937500 Penalty: 4593.896484
	Iteration 14Q: 3 clusters Score -974470.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -974602.500000 Penalty: 4593.896484
	Iteration 15Q: 3 clusters Score -974602.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -974760.937500 Penalty: 4593.896484
	Iteration 16Q: 3 clusters Score -974760.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -974945.125000 Penalty: 4593.896484
	Iteration 17Q: 3 clusters Score -974945.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -975148.125000 Penalty: 4593.896484
	Iteration 18Q: 3 clusters Score -975148.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -975334.375000 Penalty: 4593.896484
	Iteration 19Q: 3 clusters Score -975334.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -975477.500000 Penalty: 4593.896484
	Iteration 20F: 3 clusters Score -975477.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -975593.625000 Penalty: 4593.896484
	Iteration 21Q: 3 clusters Score -975593.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -975704.625000 Penalty: 4593.896484
	Iteration 22Q: 3 clusters Score -975704.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -975808.812500 Penalty: 4593.896484
	Iteration 23Q: 3 clusters Score -975808.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -975870.812500 Penalty: 4593.896484
	Iteration 24Q: 3 clusters Score -975870.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -975931.875000 Penalty: 4593.896484
	Iteration 25Q: 3 clusters Score -975931.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -975991.187500 Penalty: 4593.896484
	Iteration 26Q: 3 clusters Score -975991.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -976047.312500 Penalty: 4593.896484
	Iteration 27Q: 3 clusters Score -976047.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -976090.375000 Penalty: 4593.896484
	Iteration 28Q: 3 clusters Score -976090.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -976122.000000 Penalty: 4593.896484
	Iteration 29Q: 3 clusters Score -976122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -976154.375000 Penalty: 4593.896484
	Iteration 30Q: 3 clusters Score -976154.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -976182.812500 Penalty: 4593.896484
	Iteration 31Q: 3 clusters Score -976182.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -976205.875000 Penalty: 4593.896484
	Iteration 32Q: 3 clusters Score -976205.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -976230.437500 Penalty: 4593.896484
	Iteration 33Q: 3 clusters Score -976230.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -976243.250000 Penalty: 4593.896484
	Iteration 34Q: 3 clusters Score -976243.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -976254.875000 Penalty: 4593.896484
	Iteration 35Q: 3 clusters Score -976254.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -976266.937500 Penalty: 4593.896484
	Iteration 36Q: 3 clusters Score -976266.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -976275.625000 Penalty: 4593.896484
	Iteration 37Q: 3 clusters Score -976275.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -976279.500000 Penalty: 4593.896484
	Iteration 38Q: 3 clusters Score -976279.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -976286.937500 Penalty: 4593.896484
	Iteration 39Q: 3 clusters Score -976286.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -976294.062500 Penalty: 4593.896484
	Iteration 40F: 3 clusters Score -976294.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -976299.250000 Penalty: 4593.896484
	Iteration 41Q: 3 clusters Score -976299.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -976303.500000 Penalty: 4593.896484
	Iteration 42Q: 3 clusters Score -976303.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -976305.062500 Penalty: 4593.896484
	Iteration 43Q: 3 clusters Score -976305.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -976308.687500 Penalty: 4593.896484
	Iteration 44Q: 3 clusters Score -976308.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -976310.000000 Penalty: 4593.896484
	Iteration 45Q: 3 clusters Score -976310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -976315.437500 Penalty: 4593.896484
	Iteration 46Q: 3 clusters Score -976315.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -976316.000000 Penalty: 4593.896484
	Iteration 47Q: 3 clusters Score -976316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -976320.875000 Penalty: 4593.896484
	Iteration 48Q: 3 clusters Score -976320.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -976320.187500 Penalty: 4593.896484
	Iteration 49Q: 3 clusters Score -976320.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -976321.187500 Penalty: 4593.896484
	Iteration 50Q: 3 clusters Score -976321.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -976324.625000 Penalty: 4593.896484
	Iteration 51Q: 3 clusters Score -976324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -976326.937500 Penalty: 4593.896484
	Iteration 52Q: 3 clusters Score -976326.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -976328.937500 Penalty: 4593.896484
	Iteration 53Q: 3 clusters Score -976328.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -976332.250000 Penalty: 4593.896484
	Iteration 54Q: 3 clusters Score -976332.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -976329.500000 Penalty: 4593.896484
	Iteration 55Q: 3 clusters Score -976329.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -976331.750000 Penalty: 4593.896484
	Iteration 56Q: 3 clusters Score -976331.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -976332.500000 Penalty: 4593.896484
	Iteration 57Q: 3 clusters Score -976332.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -976331.687500 Penalty: 4593.896484
	Iteration 58Q: 3 clusters Score -976331.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -976331.187500 Penalty: 4593.896484
	Iteration 59Q: 3 clusters Score -976331.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -976332.187500 Penalty: 4593.896484
	Iteration 60F: 3 clusters Score -976332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -976331.375000 Penalty: 4593.896484
	Iteration 61Q: 3 clusters Score -976331.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -976331.000000 Penalty: 4593.896484
	Iteration 62Q: 3 clusters Score -976331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -976332.312500 Penalty: 4593.896484
	Iteration 63Q: 3 clusters Score -976332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -976332.000000 Penalty: 4593.896484
	Iteration 64Q: 3 clusters Score -976332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -976332.000000 Penalty: 4593.896484
	Iteration 65F: 3 clusters Score -976332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Entering Unmasked Estep 
Score: -873079.937500 Penalty: 2256.930420
	Iteration 0F: 2 clusters Score -873079.9 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 4564 members 
Entering Unmasked Estep 
Score: -866029.812500 Penalty: 4513.860840
	Iteration 0F: 3 clusters Score -866029.8 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -868042.187500 Penalty: 4513.860840
	Iteration 1F: 3 clusters Score -868042.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -868330.000000 Penalty: 4513.860840
	Iteration 2F: 3 clusters Score -868330 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -868513.750000 Penalty: 4513.860840
	Iteration 3Q: 3 clusters Score -868513.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -868670.875000 Penalty: 4513.860840
	Iteration 4Q: 3 clusters Score -868670.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -868813.625000 Penalty: 4513.860840
	Iteration 5Q: 3 clusters Score -868813.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -868946.062500 Penalty: 4513.860840
	Iteration 6Q: 3 clusters Score -868946.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -869068.062500 Penalty: 4513.860840
	Iteration 7Q: 3 clusters Score -869068.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -869185.750000 Penalty: 4513.860840
	Iteration 8Q: 3 clusters Score -869185.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -869308.187500 Penalty: 4513.860840
	Iteration 9Q: 3 clusters Score -869308.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -869437.937500 Penalty: 4513.860840
	Iteration 10Q: 3 clusters Score -869437.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -869573.500000 Penalty: 4513.860840
	Iteration 11Q: 3 clusters Score -869573.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -869713.625000 Penalty: 4513.860840
	Iteration 12Q: 3 clusters Score -869713.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -869864.437500 Penalty: 4513.860840
	Iteration 13Q: 3 clusters Score -869864.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -870007.250000 Penalty: 4513.860840
	Iteration 14Q: 3 clusters Score -870007.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -870141.812500 Penalty: 4513.860840
	Iteration 15Q: 3 clusters Score -870141.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -870265.250000 Penalty: 4513.860840
	Iteration 16Q: 3 clusters Score -870265.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -870378.937500 Penalty: 4513.860840
	Iteration 17Q: 3 clusters Score -870378.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -870503.187500 Penalty: 4513.860840
	Iteration 18Q: 3 clusters Score -870503.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -870600.625000 Penalty: 4513.860840
	Iteration 19Q: 3 clusters Score -870600.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -870693.750000 Penalty: 4513.860840
	Iteration 20F: 3 clusters Score -870693.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -870771.687500 Penalty: 4513.860840
	Iteration 21Q: 3 clusters Score -870771.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -870827.250000 Penalty: 4513.860840
	Iteration 22Q: 3 clusters Score -870827.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -870869.500000 Penalty: 4513.860840
	Iteration 23Q: 3 clusters Score -870869.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -870919.125000 Penalty: 4513.860840
	Iteration 24Q: 3 clusters Score -870919.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -870954.875000 Penalty: 4513.860840
	Iteration 25Q: 3 clusters Score -870954.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -870989.125000 Penalty: 4513.860840
	Iteration 26Q: 3 clusters Score -870989.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -871015.187500 Penalty: 4513.860840
	Iteration 27Q: 3 clusters Score -871015.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -871036.750000 Penalty: 4513.860840
	Iteration 28Q: 3 clusters Score -871036.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -871059.687500 Penalty: 4513.860840
	Iteration 29Q: 3 clusters Score -871059.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -871075.937500 Penalty: 4513.860840
	Iteration 30Q: 3 clusters Score -871075.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -871088.562500 Penalty: 4513.860840
	Iteration 31Q: 3 clusters Score -871088.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -871094.375000 Penalty: 4513.860840
	Iteration 32Q: 3 clusters Score -871094.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -871100.937500 Penalty: 4513.860840
	Iteration 33Q: 3 clusters Score -871100.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -871109.062500 Penalty: 4513.860840
	Iteration 34Q: 3 clusters Score -871109.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -871117.000000 Penalty: 4513.860840
	Iteration 35Q: 3 clusters Score -871117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -871124.375000 Penalty: 4513.860840
	Iteration 36Q: 3 clusters Score -871124.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -871128.062500 Penalty: 4513.860840
	Iteration 37Q: 3 clusters Score -871128.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -871129.812500 Penalty: 4513.860840
	Iteration 38Q: 3 clusters Score -871129.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -871136.000000 Penalty: 4513.860840
	Iteration 39Q: 3 clusters Score -871136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -871136.000000 Penalty: 4513.860840
	Iteration 40F: 3 clusters Score -871136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -871136.875000 Penalty: 4513.860840
	Iteration 41Q: 3 clusters Score -871136.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -871138.687500 Penalty: 4513.860840
	Iteration 42Q: 3 clusters Score -871138.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -871141.062500 Penalty: 4513.860840
	Iteration 43Q: 3 clusters Score -871141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -871144.312500 Penalty: 4513.860840
	Iteration 44Q: 3 clusters Score -871144.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -871146.062500 Penalty: 4513.860840
	Iteration 45Q: 3 clusters Score -871146.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -871146.187500 Penalty: 4513.860840
	Iteration 46Q: 3 clusters Score -871146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -871147.375000 Penalty: 4513.860840
	Iteration 47Q: 3 clusters Score -871147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -871147.000000 Penalty: 4513.860840
	Iteration 48Q: 3 clusters Score -871147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -871147.750000 Penalty: 4513.860840
	Iteration 49Q: 3 clusters Score -871147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -871148.187500 Penalty: 4513.860840
	Iteration 50Q: 3 clusters Score -871148.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -871150.375000 Penalty: 4513.860840
	Iteration 51Q: 3 clusters Score -871150.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -871150.375000 Penalty: 4513.860840
	Iteration 52F: 3 clusters Score -871150.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Entering Unmasked Estep 
Score: -796502.562500 Penalty: 2228.886719
	Iteration 0F: 2 clusters Score -796502.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -790058.875000 Penalty: 4457.773438
	Iteration 0F: 3 clusters Score -790058.9 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -791822.625000 Penalty: 4457.773438
	Iteration 1F: 3 clusters Score -791822.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -792093.500000 Penalty: 4457.773438
	Iteration 2F: 3 clusters Score -792093.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -792297.250000 Penalty: 4457.773438
	Iteration 3F: 3 clusters Score -792297.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -792486.687500 Penalty: 4457.773438
	Iteration 4Q: 3 clusters Score -792486.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -792653.437500 Penalty: 4457.773438
	Iteration 5Q: 3 clusters Score -792653.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -792809.437500 Penalty: 4457.773438
	Iteration 6Q: 3 clusters Score -792809.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -792985.625000 Penalty: 4457.773438
	Iteration 7Q: 3 clusters Score -792985.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -793143.437500 Penalty: 4457.773438
	Iteration 8Q: 3 clusters Score -793143.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -793310.125000 Penalty: 4457.773438
	Iteration 9Q: 3 clusters Score -793310.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -793471.625000 Penalty: 4457.773438
	Iteration 10Q: 3 clusters Score -793471.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -793638.062500 Penalty: 4457.773438
	Iteration 11Q: 3 clusters Score -793638.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -793813.250000 Penalty: 4457.773438
	Iteration 12Q: 3 clusters Score -793813.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -793949.562500 Penalty: 4457.773438
	Iteration 13Q: 3 clusters Score -793949.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -794082.375000 Penalty: 4457.773438
	Iteration 14Q: 3 clusters Score -794082.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -794198.125000 Penalty: 4457.773438
	Iteration 15Q: 3 clusters Score -794198.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -794296.250000 Penalty: 4457.773438
	Iteration 16Q: 3 clusters Score -794296.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -794371.562500 Penalty: 4457.773438
	Iteration 17Q: 3 clusters Score -794371.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -794423.000000 Penalty: 4457.773438
	Iteration 18Q: 3 clusters Score -794423 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -794456.187500 Penalty: 4457.773438
	Iteration 19Q: 3 clusters Score -794456.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -794477.937500 Penalty: 4457.773438
	Iteration 20F: 3 clusters Score -794477.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -794499.125000 Penalty: 4457.773438
	Iteration 21Q: 3 clusters Score -794499.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -794514.187500 Penalty: 4457.773438
	Iteration 22Q: 3 clusters Score -794514.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -794527.625000 Penalty: 4457.773438
	Iteration 23Q: 3 clusters Score -794527.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -794536.187500 Penalty: 4457.773438
	Iteration 24Q: 3 clusters Score -794536.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -794548.875000 Penalty: 4457.773438
	Iteration 25Q: 3 clusters Score -794548.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -794559.625000 Penalty: 4457.773438
	Iteration 26Q: 3 clusters Score -794559.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -794569.125000 Penalty: 4457.773438
	Iteration 27Q: 3 clusters Score -794569.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -794578.500000 Penalty: 4457.773438
	Iteration 28Q: 3 clusters Score -794578.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -794585.312500 Penalty: 4457.773438
	Iteration 29Q: 3 clusters Score -794585.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -794590.812500 Penalty: 4457.773438
	Iteration 30Q: 3 clusters Score -794590.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -794593.500000 Penalty: 4457.773438
	Iteration 31Q: 3 clusters Score -794593.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -794593.625000 Penalty: 4457.773438
	Iteration 32Q: 3 clusters Score -794593.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -794597.187500 Penalty: 4457.773438
	Iteration 33Q: 3 clusters Score -794597.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -794600.812500 Penalty: 4457.773438
	Iteration 34Q: 3 clusters Score -794600.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -794604.812500 Penalty: 4457.773438
	Iteration 35Q: 3 clusters Score -794604.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -794608.437500 Penalty: 4457.773438
	Iteration 36Q: 3 clusters Score -794608.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -794613.625000 Penalty: 4457.773438
	Iteration 37Q: 3 clusters Score -794613.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -794619.312500 Penalty: 4457.773438
	Iteration 38Q: 3 clusters Score -794619.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -794624.375000 Penalty: 4457.773438
	Iteration 39Q: 3 clusters Score -794624.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -794627.812500 Penalty: 4457.773438
	Iteration 40F: 3 clusters Score -794627.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -794630.750000 Penalty: 4457.773438
	Iteration 41Q: 3 clusters Score -794630.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -794628.875000 Penalty: 4457.773438
	Iteration 42Q: 3 clusters Score -794628.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -794632.812500 Penalty: 4457.773438
	Iteration 43Q: 3 clusters Score -794632.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -794633.437500 Penalty: 4457.773438
	Iteration 44Q: 3 clusters Score -794633.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -794634.937500 Penalty: 4457.773438
	Iteration 45Q: 3 clusters Score -794634.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -794636.750000 Penalty: 4457.773438
	Iteration 46Q: 3 clusters Score -794636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -794638.062500 Penalty: 4457.773438
	Iteration 47Q: 3 clusters Score -794638.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -794637.375000 Penalty: 4457.773438
	Iteration 48Q: 3 clusters Score -794637.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -794638.250000 Penalty: 4457.773438
	Iteration 49Q: 3 clusters Score -794638.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -794639.812500 Penalty: 4457.773438
	Iteration 50Q: 3 clusters Score -794639.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -794641.000000 Penalty: 4457.773438
	Iteration 51Q: 3 clusters Score -794641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -794640.000000 Penalty: 4457.773438
	Iteration 52Q: 3 clusters Score -794640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -794640.437500 Penalty: 4457.773438
	Iteration 53Q: 3 clusters Score -794640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -794640.312500 Penalty: 4457.773438
	Iteration 54Q: 3 clusters Score -794640.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -794640.312500 Penalty: 4457.773438
	Iteration 55F: 3 clusters Score -794640.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Entering Unmasked Estep 
Score: -1164269.250000 Penalty: 2339.959717
	Iteration 0F: 2 clusters Score -1164269 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 6307 members 
Entering Unmasked Estep 
Score: -1155061.375000 Penalty: 4679.919434
	Iteration 0F: 3 clusters Score -1155061 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1157847.500000 Penalty: 4679.919434
	Iteration 1F: 3 clusters Score -1157848 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1158153.000000 Penalty: 4679.919434
	Iteration 2F: 3 clusters Score -1158153 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1158355.625000 Penalty: 4679.919434
	Iteration 3Q: 3 clusters Score -1158356 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1158549.625000 Penalty: 4679.919434
	Iteration 4Q: 3 clusters Score -1158550 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1158756.125000 Penalty: 4679.919434
	Iteration 5Q: 3 clusters Score -1158756 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1158954.625000 Penalty: 4679.919434
	Iteration 6Q: 3 clusters Score -1158955 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1159125.000000 Penalty: 4679.919434
	Iteration 7Q: 3 clusters Score -1159125 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1159285.375000 Penalty: 4679.919434
	Iteration 8Q: 3 clusters Score -1159285 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1159474.625000 Penalty: 4679.919434
	Iteration 9Q: 3 clusters Score -1159475 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1159697.875000 Penalty: 4679.919434
	Iteration 10Q: 3 clusters Score -1159698 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1159999.125000 Penalty: 4679.919434
	Iteration 11Q: 3 clusters Score -1159999 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1160408.000000 Penalty: 4679.919434
	Iteration 12Q: 3 clusters Score -1160408 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1160799.625000 Penalty: 4679.919434
	Iteration 13Q: 3 clusters Score -1160800 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1161162.875000 Penalty: 4679.919434
	Iteration 14Q: 3 clusters Score -1161163 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1161471.625000 Penalty: 4679.919434
	Iteration 15Q: 3 clusters Score -1161472 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1161660.500000 Penalty: 4679.919434
	Iteration 16Q: 3 clusters Score -1161660 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1161772.750000 Penalty: 4679.919434
	Iteration 17Q: 3 clusters Score -1161773 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1161848.375000 Penalty: 4679.919434
	Iteration 18Q: 3 clusters Score -1161848 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1161899.875000 Penalty: 4679.919434
	Iteration 19Q: 3 clusters Score -1161900 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1161932.875000 Penalty: 4679.919434
	Iteration 20F: 3 clusters Score -1161933 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1161958.000000 Penalty: 4679.919434
	Iteration 21Q: 3 clusters Score -1161958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1161968.625000 Penalty: 4679.919434
	Iteration 22Q: 3 clusters Score -1161969 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1161983.500000 Penalty: 4679.919434
	Iteration 23Q: 3 clusters Score -1161984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1161994.250000 Penalty: 4679.919434
	Iteration 24Q: 3 clusters Score -1161994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1162000.750000 Penalty: 4679.919434
	Iteration 25Q: 3 clusters Score -1162001 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1162007.750000 Penalty: 4679.919434
	Iteration 26Q: 3 clusters Score -1162008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1162018.375000 Penalty: 4679.919434
	Iteration 27Q: 3 clusters Score -1162018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1162019.125000 Penalty: 4679.919434
	Iteration 28Q: 3 clusters Score -1162019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1162028.625000 Penalty: 4679.919434
	Iteration 29Q: 3 clusters Score -1162029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1162030.375000 Penalty: 4679.919434
	Iteration 30Q: 3 clusters Score -1162030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1162034.625000 Penalty: 4679.919434
	Iteration 31Q: 3 clusters Score -1162035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1162035.375000 Penalty: 4679.919434
	Iteration 32Q: 3 clusters Score -1162035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1162037.375000 Penalty: 4679.919434
	Iteration 33Q: 3 clusters Score -1162037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1162039.875000 Penalty: 4679.919434
	Iteration 34Q: 3 clusters Score -1162040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1162042.500000 Penalty: 4679.919434
	Iteration 35Q: 3 clusters Score -1162042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1162040.625000 Penalty: 4679.919434
	Iteration 36Q: 3 clusters Score -1162041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1162044.500000 Penalty: 4679.919434
	Iteration 37Q: 3 clusters Score -1162044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1162043.500000 Penalty: 4679.919434
	Iteration 38Q: 3 clusters Score -1162044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1162043.875000 Penalty: 4679.919434
	Iteration 39Q: 3 clusters Score -1162044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1162046.125000 Penalty: 4679.919434
	Iteration 40F: 3 clusters Score -1162046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1162045.750000 Penalty: 4679.919434
	Iteration 41Q: 3 clusters Score -1162046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1162048.625000 Penalty: 4679.919434
	Iteration 42Q: 3 clusters Score -1162049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1162049.250000 Penalty: 4679.919434
	Iteration 43Q: 3 clusters Score -1162049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1162049.750000 Penalty: 4679.919434
	Iteration 44Q: 3 clusters Score -1162050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1162050.875000 Penalty: 4679.919434
	Iteration 45Q: 3 clusters Score -1162051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1162049.875000 Penalty: 4679.919434
	Iteration 46Q: 3 clusters Score -1162050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1162047.875000 Penalty: 4679.919434
	Iteration 47Q: 3 clusters Score -1162048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1162049.500000 Penalty: 4679.919434
	Iteration 48Q: 3 clusters Score -1162050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1162051.000000 Penalty: 4679.919434
	Iteration 49Q: 3 clusters Score -1162051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1162049.875000 Penalty: 4679.919434
	Iteration 50Q: 3 clusters Score -1162050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1162050.875000 Penalty: 4679.919434
	Iteration 51Q: 3 clusters Score -1162051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1162051.250000 Penalty: 4679.919434
	Iteration 52Q: 3 clusters Score -1162051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1162052.250000 Penalty: 4679.919434
	Iteration 53Q: 3 clusters Score -1162052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1162055.125000 Penalty: 4679.919434
	Iteration 54Q: 3 clusters Score -1162055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1162058.875000 Penalty: 4679.919434
	Iteration 55Q: 3 clusters Score -1162059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1162060.375000 Penalty: 4679.919434
	Iteration 56Q: 3 clusters Score -1162060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1162058.125000 Penalty: 4679.919434
	Iteration 57Q: 3 clusters Score -1162058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1162056.250000 Penalty: 4679.919434
	Iteration 58Q: 3 clusters Score -1162056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1162060.375000 Penalty: 4679.919434
	Iteration 59Q: 3 clusters Score -1162060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1162059.500000 Penalty: 4679.919434
	Iteration 60F: 3 clusters Score -1162060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1162061.125000 Penalty: 4679.919434
	Iteration 61Q: 3 clusters Score -1162061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1162060.875000 Penalty: 4679.919434
	Iteration 62Q: 3 clusters Score -1162061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1162060.750000 Penalty: 4679.919434
	Iteration 63Q: 3 clusters Score -1162061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1162060.750000 Penalty: 4679.919434
	Iteration 64F: 3 clusters Score -1162061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (305957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305957 members 
Entering Unmasked Estep 
Score: -29973492.000000 Penalty: 3132.537598
	Iteration 0F: 2 clusters Score -2.997349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153333 members 
Mstep: Class 2 contains 152624 members 
Entering Unmasked Estep 
Score: -29777888.000000 Penalty: 6265.075195
	Iteration 0F: 3 clusters Score -2.977789e+07 nChanged 148424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158593 members 
Mstep: Class 2 contains 147364 members 
Entering Unmasked Estep 
Score: -29865594.000000 Penalty: 6265.075195
	Iteration 1F: 3 clusters Score -2.986559e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161524 members 
Mstep: Class 2 contains 144433 members 
Entering Unmasked Estep 
Score: -29867286.000000 Penalty: 6265.075195
	Iteration 2Q: 3 clusters Score -2.986729e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165960 members 
Mstep: Class 2 contains 139997 members 
Entering Unmasked Estep 
Score: -29869576.000000 Penalty: 6265.075195
	Iteration 3Q: 3 clusters Score -2.986958e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172680 members 
Mstep: Class 2 contains 133277 members 
Entering Unmasked Estep 
Score: -29872888.000000 Penalty: 6265.075195
	Iteration 4Q: 3 clusters Score -2.987289e+07 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182149 members 
Mstep: Class 2 contains 123808 members 
Entering Unmasked Estep 
Score: -29877932.000000 Penalty: 6265.075195
	Iteration 5Q: 3 clusters Score -2.987793e+07 nChanged 15570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195463 members 
Mstep: Class 2 contains 110494 members 
Entering Unmasked Estep 
Score: -29886354.000000 Penalty: 6265.075195
	Iteration 6F: 3 clusters Score -2.988635e+07 nChanged 19197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212870 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -29898706.000000 Penalty: 6265.075195
	Iteration 7F: 3 clusters Score -2.989871e+07 nChanged 21181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232875 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
Score: -29914556.000000 Penalty: 6265.075195
	Iteration 8F: 3 clusters Score -2.991456e+07 nChanged 20685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252830 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -29931474.000000 Penalty: 6265.075195
	Iteration 9F: 3 clusters Score -2.993147e+07 nChanged 17066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269514 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -29945310.000000 Penalty: 6265.075195
	Iteration 10F: 3 clusters Score -2.994531e+07 nChanged 12627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281937 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -29955486.000000 Penalty: 6265.075195
	Iteration 11Q: 3 clusters Score -2.995549e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290230 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -29961474.000000 Penalty: 6265.075195
	Iteration 12Q: 3 clusters Score -2.996147e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295524 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -29965282.000000 Penalty: 6265.075195
	Iteration 13Q: 3 clusters Score -2.996528e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298822 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -29967296.000000 Penalty: 6265.075195
	Iteration 14Q: 3 clusters Score -2.99673e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300897 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -29968510.000000 Penalty: 6265.075195
	Iteration 15Q: 3 clusters Score -2.996851e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302186 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -29969382.000000 Penalty: 6265.075195
	Iteration 16Q: 3 clusters Score -2.996938e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302989 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -29969854.000000 Penalty: 6265.075195
	Iteration 17Q: 3 clusters Score -2.996985e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303498 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -29970086.000000 Penalty: 6265.075195
	Iteration 18Q: 3 clusters Score -2.997009e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303841 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -29970228.000000 Penalty: 6265.075195
	Iteration 19Q: 3 clusters Score -2.997023e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304080 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -29970402.000000 Penalty: 6265.075195
	Iteration 20F: 3 clusters Score -2.99704e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304257 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -29970510.000000 Penalty: 6265.075195
	Iteration 21Q: 3 clusters Score -2.997051e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304355 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -29970584.000000 Penalty: 6265.075195
	Iteration 22Q: 3 clusters Score -2.997058e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304430 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -29970626.000000 Penalty: 6265.075195
	Iteration 23Q: 3 clusters Score -2.997063e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304489 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -29970654.000000 Penalty: 6265.075195
	Iteration 24Q: 3 clusters Score -2.997065e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304539 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -29970728.000000 Penalty: 6265.075195
	Iteration 25Q: 3 clusters Score -2.997073e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304577 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -29970738.000000 Penalty: 6265.075195
	Iteration 26Q: 3 clusters Score -2.997074e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304606 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -29970778.000000 Penalty: 6265.075195
	Iteration 27Q: 3 clusters Score -2.997078e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304638 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -29970772.000000 Penalty: 6265.075195
	Iteration 28Q: 3 clusters Score -2.997077e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304671 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -29970806.000000 Penalty: 6265.075195
	Iteration 29Q: 3 clusters Score -2.997081e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304699 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -29970822.000000 Penalty: 6265.075195
	Iteration 30Q: 3 clusters Score -2.997082e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304716 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -29970818.000000 Penalty: 6265.075195
	Iteration 31Q: 3 clusters Score -2.997082e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304736 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -29970812.000000 Penalty: 6265.075195
	Iteration 32Q: 3 clusters Score -2.997081e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304750 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -29970820.000000 Penalty: 6265.075195
	Iteration 33Q: 3 clusters Score -2.997082e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304768 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -29970852.000000 Penalty: 6265.075195
	Iteration 34Q: 3 clusters Score -2.997085e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304777 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -29970850.000000 Penalty: 6265.075195
	Iteration 35Q: 3 clusters Score -2.997085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304787 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -29970846.000000 Penalty: 6265.075195
	Iteration 36Q: 3 clusters Score -2.997085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304797 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -29970856.000000 Penalty: 6265.075195
	Iteration 37Q: 3 clusters Score -2.997086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304809 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -29970874.000000 Penalty: 6265.075195
	Iteration 38Q: 3 clusters Score -2.997087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304816 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -29970902.000000 Penalty: 6265.075195
	Iteration 39Q: 3 clusters Score -2.99709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304828 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -29970898.000000 Penalty: 6265.075195
	Iteration 40F: 3 clusters Score -2.99709e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304846 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -29970906.000000 Penalty: 6265.075195
	Iteration 41Q: 3 clusters Score -2.997091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304849 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -29970898.000000 Penalty: 6265.075195
	Iteration 42Q: 3 clusters Score -2.99709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304854 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -29970880.000000 Penalty: 6265.075195
	Iteration 43Q: 3 clusters Score -2.997088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304858 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -29970894.000000 Penalty: 6265.075195
	Iteration 44Q: 3 clusters Score -2.997089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304862 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -29970884.000000 Penalty: 6265.075195
	Iteration 45Q: 3 clusters Score -2.997088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304868 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -29970910.000000 Penalty: 6265.075195
	Iteration 46Q: 3 clusters Score -2.997091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304868 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -29970894.000000 Penalty: 6265.075195
	Iteration 47Q: 3 clusters Score -2.997089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304868 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -29970900.000000 Penalty: 6265.075195
	Iteration 48Q: 3 clusters Score -2.99709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304870 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -29970892.000000 Penalty: 6265.075195
	Iteration 49Q: 3 clusters Score -2.997089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304871 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -29970898.000000 Penalty: 6265.075195
	Iteration 50Q: 3 clusters Score -2.99709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304873 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -29970896.000000 Penalty: 6265.075195
	Iteration 51Q: 3 clusters Score -2.99709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304876 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -29970898.000000 Penalty: 6265.075195
	Iteration 52Q: 3 clusters Score -2.99709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304878 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -29970898.000000 Penalty: 6265.075195
	Iteration 53Q: 3 clusters Score -2.99709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304880 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -29970894.000000 Penalty: 6265.075195
	Iteration 54Q: 3 clusters Score -2.997089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304880 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -29970904.000000 Penalty: 6265.075195
	Iteration 55Q: 3 clusters Score -2.99709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304880 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -29970904.000000 Penalty: 6265.075195
	Iteration 56F: 3 clusters Score -2.99709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (217212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217212 members 
Entering Unmasked Estep 
Score: -21271402.000000 Penalty: 3047.580078
	Iteration 0F: 2 clusters Score -2.12714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108425 members 
Mstep: Class 2 contains 108787 members 
Entering Unmasked Estep 
Score: -21128050.000000 Penalty: 6095.160156
	Iteration 0F: 3 clusters Score -2.112805e+07 nChanged 104780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103625 members 
Mstep: Class 2 contains 113587 members 
Entering Unmasked Estep 
Score: -21188516.000000 Penalty: 6095.160156
	Iteration 1F: 3 clusters Score -2.118852e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100289 members 
Mstep: Class 2 contains 116923 members 
Entering Unmasked Estep 
Score: -21189708.000000 Penalty: 6095.160156
	Iteration 2Q: 3 clusters Score -2.118971e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94991 members 
Mstep: Class 2 contains 122221 members 
Entering Unmasked Estep 
Score: -21191706.000000 Penalty: 6095.160156
	Iteration 3Q: 3 clusters Score -2.119171e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86722 members 
Mstep: Class 2 contains 130490 members 
Entering Unmasked Estep 
Score: -21195352.000000 Penalty: 6095.160156
	Iteration 4Q: 3 clusters Score -2.119535e+07 nChanged 12872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74354 members 
Mstep: Class 2 contains 142858 members 
Entering Unmasked Estep 
Score: -21202346.000000 Penalty: 6095.160156
	Iteration 5F: 3 clusters Score -2.120235e+07 nChanged 17227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 159825 members 
Entering Unmasked Estep 
Score: -21215176.000000 Penalty: 6095.160156
	Iteration 6F: 3 clusters Score -2.121518e+07 nChanged 20195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 179900 members 
Entering Unmasked Estep 
Score: -21233706.000000 Penalty: 6095.160156
	Iteration 7F: 3 clusters Score -2.123371e+07 nChanged 17981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 197789 members 
Entering Unmasked Estep 
Score: -21250730.000000 Penalty: 6095.160156
	Iteration 8F: 3 clusters Score -2.125073e+07 nChanged 11557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 209316 members 
Entering Unmasked Estep 
Score: -21261772.000000 Penalty: 6095.160156
	Iteration 9F: 3 clusters Score -2.126177e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 214476 members 
Entering Unmasked Estep 
Score: -21266318.000000 Penalty: 6095.160156
	Iteration 10Q: 3 clusters Score -2.126632e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 216260 members 
Entering Unmasked Estep 
Score: -21267918.000000 Penalty: 6095.160156
	Iteration 11Q: 3 clusters Score -2.126792e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 216738 members 
Entering Unmasked Estep 
Score: -21268368.000000 Penalty: 6095.160156
	Iteration 12Q: 3 clusters Score -2.126837e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 216867 members 
Entering Unmasked Estep 
Score: -21268582.000000 Penalty: 6095.160156
	Iteration 13Q: 3 clusters Score -2.126858e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 216906 members 
Entering Unmasked Estep 
Score: -21268650.000000 Penalty: 6095.160156
	Iteration 14Q: 3 clusters Score -2.126865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 216921 members 
Entering Unmasked Estep 
Score: -21268708.000000 Penalty: 6095.160156
	Iteration 15Q: 3 clusters Score -2.126871e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 216934 members 
Entering Unmasked Estep 
Score: -21268728.000000 Penalty: 6095.160156
	Iteration 16Q: 3 clusters Score -2.126873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 216935 members 
Entering Unmasked Estep 
Score: -21268754.000000 Penalty: 6095.160156
	Iteration 17Q: 3 clusters Score -2.126875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 216941 members 
Entering Unmasked Estep 
Score: -21268760.000000 Penalty: 6095.160156
	Iteration 18Q: 3 clusters Score -2.126876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 216940 members 
Entering Unmasked Estep 
Score: -21268762.000000 Penalty: 6095.160156
	Iteration 19Q: 3 clusters Score -2.126876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 216940 members 
Entering Unmasked Estep 
Score: -21268782.000000 Penalty: 6095.160156
	Iteration 20F: 3 clusters Score -2.126878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 216937 members 
Entering Unmasked Estep 
Score: -21268778.000000 Penalty: 6095.160156
	Iteration 21Q: 3 clusters Score -2.126878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 216939 members 
Entering Unmasked Estep 
Score: -21268800.000000 Penalty: 6095.160156
	Iteration 22Q: 3 clusters Score -2.12688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 216940 members 
Entering Unmasked Estep 
Score: -21268788.000000 Penalty: 6095.160156
	Iteration 23Q: 3 clusters Score -2.126879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 216942 members 
Entering Unmasked Estep 
Score: -21268794.000000 Penalty: 6095.160156
	Iteration 24Q: 3 clusters Score -2.126879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 216944 members 
Entering Unmasked Estep 
Score: -21268792.000000 Penalty: 6095.160156
	Iteration 25Q: 3 clusters Score -2.126879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 216945 members 
Entering Unmasked Estep 
Score: -21268800.000000 Penalty: 6095.160156
	Iteration 26Q: 3 clusters Score -2.12688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 216948 members 
Entering Unmasked Estep 
Score: -21268802.000000 Penalty: 6095.160156
	Iteration 27Q: 3 clusters Score -2.12688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 216948 members 
Entering Unmasked Estep 
Score: -21268812.000000 Penalty: 6095.160156
	Iteration 28Q: 3 clusters Score -2.126881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 216948 members 
Entering Unmasked Estep 
Score: -21268814.000000 Penalty: 6095.160156
	Iteration 29Q: 3 clusters Score -2.126881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 216949 members 
Entering Unmasked Estep 
Score: -21268810.000000 Penalty: 6095.160156
	Iteration 30Q: 3 clusters Score -2.126881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 216949 members 
Entering Unmasked Estep 
Score: -21268810.000000 Penalty: 6095.160156
	Iteration 31F: 3 clusters Score -2.126881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Entering Unmasked Estep 
Score: -1026414.000000 Penalty: 2311.093506
	Iteration 0F: 2 clusters Score -1026414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1018015.187500 Penalty: 4622.187012
	Iteration 0F: 3 clusters Score -1018015 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1020644.125000 Penalty: 4622.187012
	Iteration 1F: 3 clusters Score -1020644 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1021048.562500 Penalty: 4622.187012
	Iteration 2F: 3 clusters Score -1021049 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1021432.687500 Penalty: 4622.187012
	Iteration 3F: 3 clusters Score -1021433 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1021930.875000 Penalty: 4622.187012
	Iteration 4F: 3 clusters Score -1021931 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1022567.125000 Penalty: 4622.187012
	Iteration 5F: 3 clusters Score -1022567 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1023247.375000 Penalty: 4622.187012
	Iteration 6F: 3 clusters Score -1023247 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1023999.812500 Penalty: 4622.187012
	Iteration 7F: 3 clusters Score -1024000 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1024621.562500 Penalty: 4622.187012
	Iteration 8F: 3 clusters Score -1024622 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1025054.125000 Penalty: 4622.187012
	Iteration 9Q: 3 clusters Score -1025054 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1025377.187500 Penalty: 4622.187012
	Iteration 10Q: 3 clusters Score -1025377 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1025632.625000 Penalty: 4622.187012
	Iteration 11Q: 3 clusters Score -1025633 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1025838.812500 Penalty: 4622.187012
	Iteration 12Q: 3 clusters Score -1025839 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1025989.000000 Penalty: 4622.187012
	Iteration 13Q: 3 clusters Score -1025989 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1026100.687500 Penalty: 4622.187012
	Iteration 14Q: 3 clusters Score -1026101 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1026177.875000 Penalty: 4622.187012
	Iteration 15Q: 3 clusters Score -1026178 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1026220.312500 Penalty: 4622.187012
	Iteration 16Q: 3 clusters Score -1026220 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1026266.562500 Penalty: 4622.187012
	Iteration 17Q: 3 clusters Score -1026267 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1026300.000000 Penalty: 4622.187012
	Iteration 18Q: 3 clusters Score -1026300 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1026315.937500 Penalty: 4622.187012
	Iteration 19Q: 3 clusters Score -1026316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1026327.500000 Penalty: 4622.187012
	Iteration 20F: 3 clusters Score -1026328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1026336.437500 Penalty: 4622.187012
	Iteration 21Q: 3 clusters Score -1026336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1026347.562500 Penalty: 4622.187012
	Iteration 22Q: 3 clusters Score -1026348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1026360.937500 Penalty: 4622.187012
	Iteration 23Q: 3 clusters Score -1026361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1026367.687500 Penalty: 4622.187012
	Iteration 24Q: 3 clusters Score -1026368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1026372.937500 Penalty: 4622.187012
	Iteration 25Q: 3 clusters Score -1026373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1026375.812500 Penalty: 4622.187012
	Iteration 26Q: 3 clusters Score -1026376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1026381.750000 Penalty: 4622.187012
	Iteration 27Q: 3 clusters Score -1026382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1026385.375000 Penalty: 4622.187012
	Iteration 28Q: 3 clusters Score -1026385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1026389.000000 Penalty: 4622.187012
	Iteration 29Q: 3 clusters Score -1026389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1026391.625000 Penalty: 4622.187012
	Iteration 30Q: 3 clusters Score -1026392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1026390.500000 Penalty: 4622.187012
	Iteration 31Q: 3 clusters Score -1026390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1026390.500000 Penalty: 4622.187012
	Iteration 32F: 3 clusters Score -1026390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Entering Unmasked Estep 
Score: -1203599.250000 Penalty: 2349.345215
	Iteration 0F: 2 clusters Score -1203599 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 6441 members 
Entering Unmasked Estep 
Score: -1194008.125000 Penalty: 4698.690430
	Iteration 0F: 3 clusters Score -1194008 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1197017.875000 Penalty: 4698.690430
	Iteration 1F: 3 clusters Score -1197018 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1197463.000000 Penalty: 4698.690430
	Iteration 2F: 3 clusters Score -1197463 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1197814.625000 Penalty: 4698.690430
	Iteration 3F: 3 clusters Score -1197815 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1198147.625000 Penalty: 4698.690430
	Iteration 4Q: 3 clusters Score -1198148 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1198465.750000 Penalty: 4698.690430
	Iteration 5Q: 3 clusters Score -1198466 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1198848.125000 Penalty: 4698.690430
	Iteration 6Q: 3 clusters Score -1198848 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1199305.000000 Penalty: 4698.690430
	Iteration 7F: 3 clusters Score -1199305 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1199805.375000 Penalty: 4698.690430
	Iteration 8Q: 3 clusters Score -1199805 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1200439.000000 Penalty: 4698.690430
	Iteration 9F: 3 clusters Score -1200439 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1201159.625000 Penalty: 4698.690430
	Iteration 10F: 3 clusters Score -1201160 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1201738.500000 Penalty: 4698.690430
	Iteration 11Q: 3 clusters Score -1201738 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1202083.125000 Penalty: 4698.690430
	Iteration 12Q: 3 clusters Score -1202083 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1202230.750000 Penalty: 4698.690430
	Iteration 13Q: 3 clusters Score -1202231 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1202283.500000 Penalty: 4698.690430
	Iteration 14Q: 3 clusters Score -1202284 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1202311.500000 Penalty: 4698.690430
	Iteration 15Q: 3 clusters Score -1202312 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1202335.000000 Penalty: 4698.690430
	Iteration 16Q: 3 clusters Score -1202335 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1202350.750000 Penalty: 4698.690430
	Iteration 17Q: 3 clusters Score -1202351 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1202361.750000 Penalty: 4698.690430
	Iteration 18Q: 3 clusters Score -1202362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1202371.750000 Penalty: 4698.690430
	Iteration 19Q: 3 clusters Score -1202372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1202377.625000 Penalty: 4698.690430
	Iteration 20F: 3 clusters Score -1202378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1202383.250000 Penalty: 4698.690430
	Iteration 21Q: 3 clusters Score -1202383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1202388.375000 Penalty: 4698.690430
	Iteration 22Q: 3 clusters Score -1202388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1202386.625000 Penalty: 4698.690430
	Iteration 23Q: 3 clusters Score -1202387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1202387.250000 Penalty: 4698.690430
	Iteration 24Q: 3 clusters Score -1202387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1202389.625000 Penalty: 4698.690430
	Iteration 25Q: 3 clusters Score -1202390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1202390.375000 Penalty: 4698.690430
	Iteration 26Q: 3 clusters Score -1202390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1202393.500000 Penalty: 4698.690430
	Iteration 27Q: 3 clusters Score -1202394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1202390.500000 Penalty: 4698.690430
	Iteration 28Q: 3 clusters Score -1202390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1202392.125000 Penalty: 4698.690430
	Iteration 29Q: 3 clusters Score -1202392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1202394.875000 Penalty: 4698.690430
	Iteration 30Q: 3 clusters Score -1202395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1202398.875000 Penalty: 4698.690430
	Iteration 31Q: 3 clusters Score -1202399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1202396.375000 Penalty: 4698.690430
	Iteration 32Q: 3 clusters Score -1202396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1202395.125000 Penalty: 4698.690430
	Iteration 33Q: 3 clusters Score -1202395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1202396.625000 Penalty: 4698.690430
	Iteration 34Q: 3 clusters Score -1202397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1202397.250000 Penalty: 4698.690430
	Iteration 35Q: 3 clusters Score -1202397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1202399.625000 Penalty: 4698.690430
	Iteration 36Q: 3 clusters Score -1202400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1202403.375000 Penalty: 4698.690430
	Iteration 37Q: 3 clusters Score -1202403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1202403.625000 Penalty: 4698.690430
	Iteration 38Q: 3 clusters Score -1202404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1202403.500000 Penalty: 4698.690430
	Iteration 39Q: 3 clusters Score -1202404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1202403.750000 Penalty: 4698.690430
	Iteration 40F: 3 clusters Score -1202404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1202403.000000 Penalty: 4698.690430
	Iteration 41Q: 3 clusters Score -1202403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1202402.250000 Penalty: 4698.690430
	Iteration 42Q: 3 clusters Score -1202402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1202402.250000 Penalty: 4698.690430
	Iteration 43F: 3 clusters Score -1202402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Entering Unmasked Estep 
Score: -1713328.625000 Penalty: 2425.234375
	Iteration 0F: 2 clusters Score -1713329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1700765.625000 Penalty: 4850.468750
	Iteration 0F: 3 clusters Score -1700766 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1704854.750000 Penalty: 4850.468750
	Iteration 1F: 3 clusters Score -1704855 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1705252.625000 Penalty: 4850.468750
	Iteration 2F: 3 clusters Score -1705253 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1705599.875000 Penalty: 4850.468750
	Iteration 3Q: 3 clusters Score -1705600 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1705893.500000 Penalty: 4850.468750
	Iteration 4Q: 3 clusters Score -1705894 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1706209.875000 Penalty: 4850.468750
	Iteration 5Q: 3 clusters Score -1706210 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1706595.500000 Penalty: 4850.468750
	Iteration 6Q: 3 clusters Score -1706596 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1707131.625000 Penalty: 4850.468750
	Iteration 7Q: 3 clusters Score -1707132 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1707894.125000 Penalty: 4850.468750
	Iteration 8F: 3 clusters Score -1707894 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1708825.250000 Penalty: 4850.468750
	Iteration 9F: 3 clusters Score -1708825 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1709725.125000 Penalty: 4850.468750
	Iteration 10F: 3 clusters Score -1709725 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1710402.375000 Penalty: 4850.468750
	Iteration 11Q: 3 clusters Score -1710402 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1710760.500000 Penalty: 4850.468750
	Iteration 12Q: 3 clusters Score -1710760 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1710933.750000 Penalty: 4850.468750
	Iteration 13Q: 3 clusters Score -1710934 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1711031.375000 Penalty: 4850.468750
	Iteration 14Q: 3 clusters Score -1711031 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1711096.250000 Penalty: 4850.468750
	Iteration 15Q: 3 clusters Score -1711096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1711155.000000 Penalty: 4850.468750
	Iteration 16Q: 3 clusters Score -1711155 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1711196.250000 Penalty: 4850.468750
	Iteration 17Q: 3 clusters Score -1711196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1711216.750000 Penalty: 4850.468750
	Iteration 18Q: 3 clusters Score -1711217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1711229.875000 Penalty: 4850.468750
	Iteration 19Q: 3 clusters Score -1711230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1711241.250000 Penalty: 4850.468750
	Iteration 20F: 3 clusters Score -1711241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1711251.125000 Penalty: 4850.468750
	Iteration 21Q: 3 clusters Score -1711251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1711256.500000 Penalty: 4850.468750
	Iteration 22Q: 3 clusters Score -1711256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1711260.625000 Penalty: 4850.468750
	Iteration 23Q: 3 clusters Score -1711261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1711264.625000 Penalty: 4850.468750
	Iteration 24Q: 3 clusters Score -1711265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1711264.375000 Penalty: 4850.468750
	Iteration 25Q: 3 clusters Score -1711264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1711265.750000 Penalty: 4850.468750
	Iteration 26Q: 3 clusters Score -1711266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1711265.750000 Penalty: 4850.468750
	Iteration 27F: 3 clusters Score -1711266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Entering Unmasked Estep 
Score: -641865.000000 Penalty: 2192.356201
	Iteration 0F: 2 clusters Score -641865 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 3454 members 
Entering Unmasked Estep 
Score: -636211.000000 Penalty: 4384.712402
	Iteration 0F: 3 clusters Score -636211 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -637669.812500 Penalty: 4384.712402
	Iteration 1F: 3 clusters Score -637669.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -637928.312500 Penalty: 4384.712402
	Iteration 2F: 3 clusters Score -637928.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -638106.687500 Penalty: 4384.712402
	Iteration 3F: 3 clusters Score -638106.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -638222.812500 Penalty: 4384.712402
	Iteration 4Q: 3 clusters Score -638222.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -638315.937500 Penalty: 4384.712402
	Iteration 5Q: 3 clusters Score -638315.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -638390.937500 Penalty: 4384.712402
	Iteration 6Q: 3 clusters Score -638390.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -638439.375000 Penalty: 4384.712402
	Iteration 7Q: 3 clusters Score -638439.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -638486.500000 Penalty: 4384.712402
	Iteration 8Q: 3 clusters Score -638486.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -638533.000000 Penalty: 4384.712402
	Iteration 9Q: 3 clusters Score -638533 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -638581.562500 Penalty: 4384.712402
	Iteration 10Q: 3 clusters Score -638581.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -638632.625000 Penalty: 4384.712402
	Iteration 11Q: 3 clusters Score -638632.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -638670.625000 Penalty: 4384.712402
	Iteration 12Q: 3 clusters Score -638670.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -638703.500000 Penalty: 4384.712402
	Iteration 13Q: 3 clusters Score -638703.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -638740.562500 Penalty: 4384.712402
	Iteration 14Q: 3 clusters Score -638740.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -638777.625000 Penalty: 4384.712402
	Iteration 15Q: 3 clusters Score -638777.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -638815.500000 Penalty: 4384.712402
	Iteration 16Q: 3 clusters Score -638815.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -638841.875000 Penalty: 4384.712402
	Iteration 17Q: 3 clusters Score -638841.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -638873.625000 Penalty: 4384.712402
	Iteration 18Q: 3 clusters Score -638873.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -638905.375000 Penalty: 4384.712402
	Iteration 19Q: 3 clusters Score -638905.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -638934.562500 Penalty: 4384.712402
	Iteration 20F: 3 clusters Score -638934.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -638964.937500 Penalty: 4384.712402
	Iteration 21Q: 3 clusters Score -638964.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -638993.687500 Penalty: 4384.712402
	Iteration 22Q: 3 clusters Score -638993.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -639026.562500 Penalty: 4384.712402
	Iteration 23Q: 3 clusters Score -639026.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -639054.187500 Penalty: 4384.712402
	Iteration 24Q: 3 clusters Score -639054.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -639074.250000 Penalty: 4384.712402
	Iteration 25Q: 3 clusters Score -639074.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -639100.625000 Penalty: 4384.712402
	Iteration 26Q: 3 clusters Score -639100.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -639132.625000 Penalty: 4384.712402
	Iteration 27Q: 3 clusters Score -639132.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -639169.250000 Penalty: 4384.712402
	Iteration 28Q: 3 clusters Score -639169.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -639204.375000 Penalty: 4384.712402
	Iteration 29Q: 3 clusters Score -639204.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -639247.687500 Penalty: 4384.712402
	Iteration 30Q: 3 clusters Score -639247.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -639295.125000 Penalty: 4384.712402
	Iteration 31Q: 3 clusters Score -639295.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -639348.500000 Penalty: 4384.712402
	Iteration 32Q: 3 clusters Score -639348.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -639399.125000 Penalty: 4384.712402
	Iteration 33Q: 3 clusters Score -639399.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -639448.375000 Penalty: 4384.712402
	Iteration 34Q: 3 clusters Score -639448.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -639512.125000 Penalty: 4384.712402
	Iteration 35Q: 3 clusters Score -639512.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -639592.812500 Penalty: 4384.712402
	Iteration 36Q: 3 clusters Score -639592.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -639695.687500 Penalty: 4384.712402
	Iteration 37Q: 3 clusters Score -639695.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -639812.312500 Penalty: 4384.712402
	Iteration 38Q: 3 clusters Score -639812.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -639930.875000 Penalty: 4384.712402
	Iteration 39Q: 3 clusters Score -639930.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -640026.750000 Penalty: 4384.712402
	Iteration 40F: 3 clusters Score -640026.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -640078.812500 Penalty: 4384.712402
	Iteration 41Q: 3 clusters Score -640078.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -640107.687500 Penalty: 4384.712402
	Iteration 42Q: 3 clusters Score -640107.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -640126.187500 Penalty: 4384.712402
	Iteration 43Q: 3 clusters Score -640126.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -640135.375000 Penalty: 4384.712402
	Iteration 44Q: 3 clusters Score -640135.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -640143.250000 Penalty: 4384.712402
	Iteration 45Q: 3 clusters Score -640143.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -640152.437500 Penalty: 4384.712402
	Iteration 46Q: 3 clusters Score -640152.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -640156.437500 Penalty: 4384.712402
	Iteration 47Q: 3 clusters Score -640156.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -640161.687500 Penalty: 4384.712402
	Iteration 48Q: 3 clusters Score -640161.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -640165.062500 Penalty: 4384.712402
	Iteration 49Q: 3 clusters Score -640165.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -640172.750000 Penalty: 4384.712402
	Iteration 50Q: 3 clusters Score -640172.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -640183.750000 Penalty: 4384.712402
	Iteration 51Q: 3 clusters Score -640183.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -640194.562500 Penalty: 4384.712402
	Iteration 52Q: 3 clusters Score -640194.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -640201.000000 Penalty: 4384.712402
	Iteration 53Q: 3 clusters Score -640201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -640209.500000 Penalty: 4384.712402
	Iteration 54Q: 3 clusters Score -640209.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -640215.375000 Penalty: 4384.712402
	Iteration 55Q: 3 clusters Score -640215.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -640217.312500 Penalty: 4384.712402
	Iteration 56Q: 3 clusters Score -640217.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -640219.062500 Penalty: 4384.712402
	Iteration 57Q: 3 clusters Score -640219.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -640218.562500 Penalty: 4384.712402
	Iteration 58Q: 3 clusters Score -640218.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -640219.687500 Penalty: 4384.712402
	Iteration 59Q: 3 clusters Score -640219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -640219.687500 Penalty: 4384.712402
	Iteration 60F: 3 clusters Score -640219.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (62969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Entering Unmasked Estep 
Score: -6116372.500000 Penalty: 2740.498779
	Iteration 0F: 2 clusters Score -6116372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -6074382.000000 Penalty: 5480.997559
	Iteration 0F: 3 clusters Score -6074382 nChanged 29316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -6090881.500000 Penalty: 5480.997559
	Iteration 1F: 3 clusters Score -6090882 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -6091724.000000 Penalty: 5480.997559
	Iteration 2Q: 3 clusters Score -6091724 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -6092747.000000 Penalty: 5480.997559
	Iteration 3Q: 3 clusters Score -6092747 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -6093947.000000 Penalty: 5480.997559
	Iteration 4Q: 3 clusters Score -6093947 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -6095283.000000 Penalty: 5480.997559
	Iteration 5F: 3 clusters Score -6095283 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -6096837.000000 Penalty: 5480.997559
	Iteration 6F: 3 clusters Score -6096837 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -6098544.000000 Penalty: 5480.997559
	Iteration 7F: 3 clusters Score -6098544 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -6100217.000000 Penalty: 5480.997559
	Iteration 8F: 3 clusters Score -6100217 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -6101934.500000 Penalty: 5480.997559
	Iteration 9F: 3 clusters Score -6101934 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -6103769.000000 Penalty: 5480.997559
	Iteration 10Q: 3 clusters Score -6103769 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -6105664.000000 Penalty: 5480.997559
	Iteration 11Q: 3 clusters Score -6105664 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -6107611.500000 Penalty: 5480.997559
	Iteration 12Q: 3 clusters Score -6107612 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 52741 members 
Entering Unmasked Estep 
Score: -6109479.500000 Penalty: 5480.997559
	Iteration 13Q: 3 clusters Score -6109480 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -6110965.000000 Penalty: 5480.997559
	Iteration 14Q: 3 clusters Score -6110965 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -6112152.000000 Penalty: 5480.997559
	Iteration 15Q: 3 clusters Score -6112152 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -6113060.000000 Penalty: 5480.997559
	Iteration 16Q: 3 clusters Score -6113060 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -6113844.000000 Penalty: 5480.997559
	Iteration 17Q: 3 clusters Score -6113844 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -6114556.500000 Penalty: 5480.997559
	Iteration 18Q: 3 clusters Score -6114556 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 59188 members 
Entering Unmasked Estep 
Score: -6114952.000000 Penalty: 5480.997559
	Iteration 19Q: 3 clusters Score -6114952 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -6115098.000000 Penalty: 5480.997559
	Iteration 20F: 3 clusters Score -6115098 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -6115192.000000 Penalty: 5480.997559
	Iteration 21Q: 3 clusters Score -6115192 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -6115250.000000 Penalty: 5480.997559
	Iteration 22Q: 3 clusters Score -6115250 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 59624 members 
Entering Unmasked Estep 
Score: -6115288.000000 Penalty: 5480.997559
	Iteration 23Q: 3 clusters Score -6115288 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -6115304.500000 Penalty: 5480.997559
	Iteration 24Q: 3 clusters Score -6115304 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -6115322.000000 Penalty: 5480.997559
	Iteration 25Q: 3 clusters Score -6115322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -6115326.000000 Penalty: 5480.997559
	Iteration 26Q: 3 clusters Score -6115326 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -6115351.500000 Penalty: 5480.997559
	Iteration 27Q: 3 clusters Score -6115352 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
Score: -6115365.000000 Penalty: 5480.997559
	Iteration 28Q: 3 clusters Score -6115365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -6115380.500000 Penalty: 5480.997559
	Iteration 29Q: 3 clusters Score -6115380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 59675 members 
Entering Unmasked Estep 
Score: -6115391.000000 Penalty: 5480.997559
	Iteration 30Q: 3 clusters Score -6115391 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 59668 members 
Entering Unmasked Estep 
Score: -6115393.500000 Penalty: 5480.997559
	Iteration 31Q: 3 clusters Score -6115394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -6115401.500000 Penalty: 5480.997559
	Iteration 32Q: 3 clusters Score -6115402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 59664 members 
Entering Unmasked Estep 
Score: -6115398.000000 Penalty: 5480.997559
	Iteration 33Q: 3 clusters Score -6115398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -6115404.000000 Penalty: 5480.997559
	Iteration 34Q: 3 clusters Score -6115404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -6115413.500000 Penalty: 5480.997559
	Iteration 35Q: 3 clusters Score -6115414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -6115410.500000 Penalty: 5480.997559
	Iteration 36Q: 3 clusters Score -6115410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -6115416.500000 Penalty: 5480.997559
	Iteration 37Q: 3 clusters Score -6115416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -6115422.500000 Penalty: 5480.997559
	Iteration 38Q: 3 clusters Score -6115422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -6115417.500000 Penalty: 5480.997559
	Iteration 39Q: 3 clusters Score -6115418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -6115423.000000 Penalty: 5480.997559
	Iteration 40F: 3 clusters Score -6115423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -6115432.500000 Penalty: 5480.997559
	Iteration 41Q: 3 clusters Score -6115432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 59618 members 
Entering Unmasked Estep 
Score: -6115435.000000 Penalty: 5480.997559
	Iteration 42Q: 3 clusters Score -6115435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -6115428.500000 Penalty: 5480.997559
	Iteration 43Q: 3 clusters Score -6115428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
Score: -6115427.500000 Penalty: 5480.997559
	Iteration 44Q: 3 clusters Score -6115428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -6115429.500000 Penalty: 5480.997559
	Iteration 45Q: 3 clusters Score -6115430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -6115429.500000 Penalty: 5480.997559
	Iteration 46F: 3 clusters Score -6115430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (127918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127918 members 
Entering Unmasked Estep 
Score: -12412186.000000 Penalty: 2916.267822
	Iteration 0F: 2 clusters Score -1.241219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -12326929.000000 Penalty: 5832.535645
	Iteration 0F: 3 clusters Score -1.232693e+07 nChanged 60580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -12361332.000000 Penalty: 5832.535645
	Iteration 1F: 3 clusters Score -1.236133e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 58981 members 
Entering Unmasked Estep 
Score: -12362185.000000 Penalty: 5832.535645
	Iteration 2Q: 3 clusters Score -1.236218e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 55951 members 
Entering Unmasked Estep 
Score: -12363386.000000 Penalty: 5832.535645
	Iteration 3Q: 3 clusters Score -1.236339e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -12365348.000000 Penalty: 5832.535645
	Iteration 4Q: 3 clusters Score -1.236535e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83268 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -12368911.000000 Penalty: 5832.535645
	Iteration 5F: 3 clusters Score -1.236891e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92524 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -12375448.000000 Penalty: 5832.535645
	Iteration 6F: 3 clusters Score -1.237545e+07 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104032 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -12385633.000000 Penalty: 5832.535645
	Iteration 7F: 3 clusters Score -1.238563e+07 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115516 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -12397215.000000 Penalty: 5832.535645
	Iteration 8F: 3 clusters Score -1.239722e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123210 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -12405028.000000 Penalty: 5832.535645
	Iteration 9F: 3 clusters Score -1.240503e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126438 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -12408150.000000 Penalty: 5832.535645
	Iteration 10Q: 3 clusters Score -1.240815e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127384 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -12409119.000000 Penalty: 5832.535645
	Iteration 11Q: 3 clusters Score -1.240912e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127606 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -12409391.000000 Penalty: 5832.535645
	Iteration 12Q: 3 clusters Score -1.240939e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127672 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -12409498.000000 Penalty: 5832.535645
	Iteration 13Q: 3 clusters Score -1.24095e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127689 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -12409542.000000 Penalty: 5832.535645
	Iteration 14Q: 3 clusters Score -1.240954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127697 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12409549.000000 Penalty: 5832.535645
	Iteration 15Q: 3 clusters Score -1.240955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127696 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12409554.000000 Penalty: 5832.535645
	Iteration 16Q: 3 clusters Score -1.240955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127696 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12409564.000000 Penalty: 5832.535645
	Iteration 17Q: 3 clusters Score -1.240956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127695 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -12409570.000000 Penalty: 5832.535645
	Iteration 18Q: 3 clusters Score -1.240957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127694 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -12409578.000000 Penalty: 5832.535645
	Iteration 19Q: 3 clusters Score -1.240958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127696 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12409582.000000 Penalty: 5832.535645
	Iteration 20F: 3 clusters Score -1.240958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127697 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12409585.000000 Penalty: 5832.535645
	Iteration 21Q: 3 clusters Score -1.240958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127698 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -12409583.000000 Penalty: 5832.535645
	Iteration 22Q: 3 clusters Score -1.240958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127699 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12409586.000000 Penalty: 5832.535645
	Iteration 23Q: 3 clusters Score -1.240959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127699 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12409586.000000 Penalty: 5832.535645
	Iteration 24F: 3 clusters Score -1.240959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Entering Unmasked Estep 
Score: -581976.000000 Penalty: 2168.197998
	Iteration 0F: 2 clusters Score -581976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -576706.812500 Penalty: 4336.395996
	Iteration 0F: 3 clusters Score -576706.8 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -578119.000000 Penalty: 4336.395996
	Iteration 1F: 3 clusters Score -578119 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -578333.062500 Penalty: 4336.395996
	Iteration 2F: 3 clusters Score -578333.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -578469.750000 Penalty: 4336.395996
	Iteration 3Q: 3 clusters Score -578469.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -578583.500000 Penalty: 4336.395996
	Iteration 4Q: 3 clusters Score -578583.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -578696.562500 Penalty: 4336.395996
	Iteration 5Q: 3 clusters Score -578696.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -578801.375000 Penalty: 4336.395996
	Iteration 6Q: 3 clusters Score -578801.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -578924.750000 Penalty: 4336.395996
	Iteration 7Q: 3 clusters Score -578924.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -579067.625000 Penalty: 4336.395996
	Iteration 8Q: 3 clusters Score -579067.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -579213.062500 Penalty: 4336.395996
	Iteration 9Q: 3 clusters Score -579213.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -579345.812500 Penalty: 4336.395996
	Iteration 10Q: 3 clusters Score -579345.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -579491.750000 Penalty: 4336.395996
	Iteration 11Q: 3 clusters Score -579491.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -579618.812500 Penalty: 4336.395996
	Iteration 12Q: 3 clusters Score -579618.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -579726.875000 Penalty: 4336.395996
	Iteration 13Q: 3 clusters Score -579726.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -579822.000000 Penalty: 4336.395996
	Iteration 14Q: 3 clusters Score -579822 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -579908.062500 Penalty: 4336.395996
	Iteration 15Q: 3 clusters Score -579908.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -579976.687500 Penalty: 4336.395996
	Iteration 16Q: 3 clusters Score -579976.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -580034.750000 Penalty: 4336.395996
	Iteration 17Q: 3 clusters Score -580034.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -580099.812500 Penalty: 4336.395996
	Iteration 18Q: 3 clusters Score -580099.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -580168.000000 Penalty: 4336.395996
	Iteration 19Q: 3 clusters Score -580168 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -580236.250000 Penalty: 4336.395996
	Iteration 20F: 3 clusters Score -580236.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -580299.562500 Penalty: 4336.395996
	Iteration 21Q: 3 clusters Score -580299.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -580356.312500 Penalty: 4336.395996
	Iteration 22Q: 3 clusters Score -580356.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -580420.250000 Penalty: 4336.395996
	Iteration 23Q: 3 clusters Score -580420.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -580482.062500 Penalty: 4336.395996
	Iteration 24Q: 3 clusters Score -580482.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -580529.875000 Penalty: 4336.395996
	Iteration 25Q: 3 clusters Score -580529.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -580572.562500 Penalty: 4336.395996
	Iteration 26Q: 3 clusters Score -580572.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -580601.125000 Penalty: 4336.395996
	Iteration 27Q: 3 clusters Score -580601.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -580620.125000 Penalty: 4336.395996
	Iteration 28Q: 3 clusters Score -580620.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -580637.375000 Penalty: 4336.395996
	Iteration 29Q: 3 clusters Score -580637.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -580654.687500 Penalty: 4336.395996
	Iteration 30Q: 3 clusters Score -580654.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -580670.750000 Penalty: 4336.395996
	Iteration 31Q: 3 clusters Score -580670.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -580688.687500 Penalty: 4336.395996
	Iteration 32Q: 3 clusters Score -580688.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -580707.750000 Penalty: 4336.395996
	Iteration 33Q: 3 clusters Score -580707.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -580724.250000 Penalty: 4336.395996
	Iteration 34Q: 3 clusters Score -580724.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -580743.000000 Penalty: 4336.395996
	Iteration 35Q: 3 clusters Score -580743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -580766.500000 Penalty: 4336.395996
	Iteration 36Q: 3 clusters Score -580766.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -580783.750000 Penalty: 4336.395996
	Iteration 37Q: 3 clusters Score -580783.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -580802.500000 Penalty: 4336.395996
	Iteration 38Q: 3 clusters Score -580802.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -580824.562500 Penalty: 4336.395996
	Iteration 39Q: 3 clusters Score -580824.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -580843.187500 Penalty: 4336.395996
	Iteration 40F: 3 clusters Score -580843.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -580857.375000 Penalty: 4336.395996
	Iteration 41Q: 3 clusters Score -580857.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -580868.625000 Penalty: 4336.395996
	Iteration 42Q: 3 clusters Score -580868.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -580874.000000 Penalty: 4336.395996
	Iteration 43Q: 3 clusters Score -580874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -580875.812500 Penalty: 4336.395996
	Iteration 44Q: 3 clusters Score -580875.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -580880.187500 Penalty: 4336.395996
	Iteration 45Q: 3 clusters Score -580880.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -580885.875000 Penalty: 4336.395996
	Iteration 46Q: 3 clusters Score -580885.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -580890.812500 Penalty: 4336.395996
	Iteration 47Q: 3 clusters Score -580890.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -580894.250000 Penalty: 4336.395996
	Iteration 48Q: 3 clusters Score -580894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -580896.312500 Penalty: 4336.395996
	Iteration 49Q: 3 clusters Score -580896.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -580899.062500 Penalty: 4336.395996
	Iteration 50Q: 3 clusters Score -580899.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -580902.375000 Penalty: 4336.395996
	Iteration 51Q: 3 clusters Score -580902.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -580903.937500 Penalty: 4336.395996
	Iteration 52Q: 3 clusters Score -580903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -580904.687500 Penalty: 4336.395996
	Iteration 53Q: 3 clusters Score -580904.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -580904.375000 Penalty: 4336.395996
	Iteration 54Q: 3 clusters Score -580904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -580905.750000 Penalty: 4336.395996
	Iteration 55Q: 3 clusters Score -580905.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -580905.750000 Penalty: 4336.395996
	Iteration 56F: 3 clusters Score -580905.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Entering Unmasked Estep 
Score: -1474405.375000 Penalty: 2393.538574
	Iteration 0F: 2 clusters Score -1474405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1463137.500000 Penalty: 4787.077148
	Iteration 0F: 3 clusters Score -1463138 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1466713.250000 Penalty: 4787.077148
	Iteration 1F: 3 clusters Score -1466713 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1467114.875000 Penalty: 4787.077148
	Iteration 2F: 3 clusters Score -1467115 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1467543.125000 Penalty: 4787.077148
	Iteration 3F: 3 clusters Score -1467543 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1468097.500000 Penalty: 4787.077148
	Iteration 4F: 3 clusters Score -1468098 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1468811.625000 Penalty: 4787.077148
	Iteration 5F: 3 clusters Score -1468812 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1469654.000000 Penalty: 4787.077148
	Iteration 6F: 3 clusters Score -1469654 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1470502.625000 Penalty: 4787.077148
	Iteration 7F: 3 clusters Score -1470503 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1471189.250000 Penalty: 4787.077148
	Iteration 8F: 3 clusters Score -1471189 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1471608.500000 Penalty: 4787.077148
	Iteration 9Q: 3 clusters Score -1471608 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1471831.375000 Penalty: 4787.077148
	Iteration 10Q: 3 clusters Score -1471831 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1471986.125000 Penalty: 4787.077148
	Iteration 11Q: 3 clusters Score -1471986 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1472135.250000 Penalty: 4787.077148
	Iteration 12Q: 3 clusters Score -1472135 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1472258.375000 Penalty: 4787.077148
	Iteration 13Q: 3 clusters Score -1472258 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1472361.625000 Penalty: 4787.077148
	Iteration 14Q: 3 clusters Score -1472362 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1472479.500000 Penalty: 4787.077148
	Iteration 15Q: 3 clusters Score -1472480 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1472623.250000 Penalty: 4787.077148
	Iteration 16Q: 3 clusters Score -1472623 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1472754.000000 Penalty: 4787.077148
	Iteration 17Q: 3 clusters Score -1472754 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1472867.125000 Penalty: 4787.077148
	Iteration 18Q: 3 clusters Score -1472867 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1472948.375000 Penalty: 4787.077148
	Iteration 19Q: 3 clusters Score -1472948 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1473012.125000 Penalty: 4787.077148
	Iteration 20F: 3 clusters Score -1473012 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1473062.125000 Penalty: 4787.077148
	Iteration 21Q: 3 clusters Score -1473062 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1473106.500000 Penalty: 4787.077148
	Iteration 22Q: 3 clusters Score -1473106 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1473133.750000 Penalty: 4787.077148
	Iteration 23Q: 3 clusters Score -1473134 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1473157.750000 Penalty: 4787.077148
	Iteration 24Q: 3 clusters Score -1473158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1473166.875000 Penalty: 4787.077148
	Iteration 25Q: 3 clusters Score -1473167 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1473178.125000 Penalty: 4787.077148
	Iteration 26Q: 3 clusters Score -1473178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1473176.875000 Penalty: 4787.077148
	Iteration 27Q: 3 clusters Score -1473177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1473181.250000 Penalty: 4787.077148
	Iteration 28Q: 3 clusters Score -1473181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1473189.375000 Penalty: 4787.077148
	Iteration 29Q: 3 clusters Score -1473189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1473192.375000 Penalty: 4787.077148
	Iteration 30Q: 3 clusters Score -1473192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1473199.000000 Penalty: 4787.077148
	Iteration 31Q: 3 clusters Score -1473199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1473202.875000 Penalty: 4787.077148
	Iteration 32Q: 3 clusters Score -1473203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1473204.750000 Penalty: 4787.077148
	Iteration 33Q: 3 clusters Score -1473205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1473207.375000 Penalty: 4787.077148
	Iteration 34Q: 3 clusters Score -1473207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1473213.000000 Penalty: 4787.077148
	Iteration 35Q: 3 clusters Score -1473213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1473215.750000 Penalty: 4787.077148
	Iteration 36Q: 3 clusters Score -1473216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1473220.500000 Penalty: 4787.077148
	Iteration 37Q: 3 clusters Score -1473220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1473223.625000 Penalty: 4787.077148
	Iteration 38Q: 3 clusters Score -1473224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1473226.750000 Penalty: 4787.077148
	Iteration 39Q: 3 clusters Score -1473227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1473231.000000 Penalty: 4787.077148
	Iteration 40F: 3 clusters Score -1473231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1473235.875000 Penalty: 4787.077148
	Iteration 41Q: 3 clusters Score -1473236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1473237.375000 Penalty: 4787.077148
	Iteration 42Q: 3 clusters Score -1473237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1473236.750000 Penalty: 4787.077148
	Iteration 43Q: 3 clusters Score -1473237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1473238.250000 Penalty: 4787.077148
	Iteration 44Q: 3 clusters Score -1473238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1473237.500000 Penalty: 4787.077148
	Iteration 45Q: 3 clusters Score -1473238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1473235.750000 Penalty: 4787.077148
	Iteration 46Q: 3 clusters Score -1473236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1473236.625000 Penalty: 4787.077148
	Iteration 47Q: 3 clusters Score -1473237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1473236.750000 Penalty: 4787.077148
	Iteration 48Q: 3 clusters Score -1473237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1473237.375000 Penalty: 4787.077148
	Iteration 49Q: 3 clusters Score -1473237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1473238.000000 Penalty: 4787.077148
	Iteration 50Q: 3 clusters Score -1473238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1473240.625000 Penalty: 4787.077148
	Iteration 51Q: 3 clusters Score -1473241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1473241.625000 Penalty: 4787.077148
	Iteration 52Q: 3 clusters Score -1473242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1473241.625000 Penalty: 4787.077148
	Iteration 53F: 3 clusters Score -1473242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (227963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227963 members 
Entering Unmasked Estep 
Score: -22440964.000000 Penalty: 3059.560791
	Iteration 0F: 2 clusters Score -2.244096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114182 members 
Mstep: Class 2 contains 113781 members 
Entering Unmasked Estep 
Score: -22288284.000000 Penalty: 6119.121582
	Iteration 0F: 3 clusters Score -2.228828e+07 nChanged 110045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118681 members 
Mstep: Class 2 contains 109282 members 
Entering Unmasked Estep 
Score: -22354440.000000 Penalty: 6119.121582
	Iteration 1F: 3 clusters Score -2.235444e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122183 members 
Mstep: Class 2 contains 105780 members 
Entering Unmasked Estep 
Score: -22356870.000000 Penalty: 6119.121582
	Iteration 2Q: 3 clusters Score -2.235687e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127760 members 
Mstep: Class 2 contains 100203 members 
Entering Unmasked Estep 
Score: -22360582.000000 Penalty: 6119.121582
	Iteration 3Q: 3 clusters Score -2.236058e+07 nChanged 12229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136013 members 
Mstep: Class 2 contains 91950 members 
Entering Unmasked Estep 
Score: -22366254.000000 Penalty: 6119.121582
	Iteration 4F: 3 clusters Score -2.236625e+07 nChanged 14429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147302 members 
Mstep: Class 2 contains 80661 members 
Entering Unmasked Estep 
Score: -22374274.000000 Penalty: 6119.121582
	Iteration 5F: 3 clusters Score -2.237427e+07 nChanged 16054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161040 members 
Mstep: Class 2 contains 66923 members 
Entering Unmasked Estep 
Score: -22384860.000000 Penalty: 6119.121582
	Iteration 6F: 3 clusters Score -2.238486e+07 nChanged 16209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176051 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -22396548.000000 Penalty: 6119.121582
	Iteration 7F: 3 clusters Score -2.239655e+07 nChanged 14765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190374 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -22407970.000000 Penalty: 6119.121582
	Iteration 8F: 3 clusters Score -2.240797e+07 nChanged 12321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202601 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -22418482.000000 Penalty: 6119.121582
	Iteration 9F: 3 clusters Score -2.241848e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211804 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -22426708.000000 Penalty: 6119.121582
	Iteration 10Q: 3 clusters Score -2.242671e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217619 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -22432044.000000 Penalty: 6119.121582
	Iteration 11Q: 3 clusters Score -2.243204e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220749 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -22434952.000000 Penalty: 6119.121582
	Iteration 12Q: 3 clusters Score -2.243495e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222424 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -22436474.000000 Penalty: 6119.121582
	Iteration 13Q: 3 clusters Score -2.243647e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223398 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -22437254.000000 Penalty: 6119.121582
	Iteration 14Q: 3 clusters Score -2.243725e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224028 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -22437732.000000 Penalty: 6119.121582
	Iteration 15Q: 3 clusters Score -2.243773e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224470 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -22438100.000000 Penalty: 6119.121582
	Iteration 16Q: 3 clusters Score -2.24381e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224811 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -22438312.000000 Penalty: 6119.121582
	Iteration 17Q: 3 clusters Score -2.243831e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225075 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -22438498.000000 Penalty: 6119.121582
	Iteration 18Q: 3 clusters Score -2.24385e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225281 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -22438584.000000 Penalty: 6119.121582
	Iteration 19Q: 3 clusters Score -2.243858e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225448 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -22438696.000000 Penalty: 6119.121582
	Iteration 20F: 3 clusters Score -2.24387e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225574 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -22438800.000000 Penalty: 6119.121582
	Iteration 21Q: 3 clusters Score -2.24388e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225673 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -22438842.000000 Penalty: 6119.121582
	Iteration 22Q: 3 clusters Score -2.243884e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225745 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -22438866.000000 Penalty: 6119.121582
	Iteration 23Q: 3 clusters Score -2.243887e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225819 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -22438864.000000 Penalty: 6119.121582
	Iteration 24Q: 3 clusters Score -2.243886e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225865 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -22438876.000000 Penalty: 6119.121582
	Iteration 25Q: 3 clusters Score -2.243888e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225899 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -22438908.000000 Penalty: 6119.121582
	Iteration 26Q: 3 clusters Score -2.243891e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225926 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -22438896.000000 Penalty: 6119.121582
	Iteration 27Q: 3 clusters Score -2.24389e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225944 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -22438888.000000 Penalty: 6119.121582
	Iteration 28Q: 3 clusters Score -2.243889e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225957 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -22438876.000000 Penalty: 6119.121582
	Iteration 29Q: 3 clusters Score -2.243888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225970 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -22438874.000000 Penalty: 6119.121582
	Iteration 30Q: 3 clusters Score -2.243887e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225984 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -22438890.000000 Penalty: 6119.121582
	Iteration 31Q: 3 clusters Score -2.243889e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225994 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -22438902.000000 Penalty: 6119.121582
	Iteration 32Q: 3 clusters Score -2.24389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226001 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -22438898.000000 Penalty: 6119.121582
	Iteration 33Q: 3 clusters Score -2.24389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226007 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -22438916.000000 Penalty: 6119.121582
	Iteration 34Q: 3 clusters Score -2.243892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226013 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -22438914.000000 Penalty: 6119.121582
	Iteration 35Q: 3 clusters Score -2.243891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226016 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -22438918.000000 Penalty: 6119.121582
	Iteration 36Q: 3 clusters Score -2.243892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226020 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -22438898.000000 Penalty: 6119.121582
	Iteration 37Q: 3 clusters Score -2.24389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226026 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -22438920.000000 Penalty: 6119.121582
	Iteration 38Q: 3 clusters Score -2.243892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226032 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -22438920.000000 Penalty: 6119.121582
	Iteration 39Q: 3 clusters Score -2.243892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226038 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -22438910.000000 Penalty: 6119.121582
	Iteration 40F: 3 clusters Score -2.243891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226044 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -22438940.000000 Penalty: 6119.121582
	Iteration 41Q: 3 clusters Score -2.243894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226045 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -22438944.000000 Penalty: 6119.121582
	Iteration 42Q: 3 clusters Score -2.243894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226047 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -22438926.000000 Penalty: 6119.121582
	Iteration 43Q: 3 clusters Score -2.243893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226048 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -22438926.000000 Penalty: 6119.121582
	Iteration 44Q: 3 clusters Score -2.243893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226046 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -22438914.000000 Penalty: 6119.121582
	Iteration 45Q: 3 clusters Score -2.243891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226045 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -22438926.000000 Penalty: 6119.121582
	Iteration 46Q: 3 clusters Score -2.243893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226048 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -22438930.000000 Penalty: 6119.121582
	Iteration 47Q: 3 clusters Score -2.243893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226048 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -22438940.000000 Penalty: 6119.121582
	Iteration 48Q: 3 clusters Score -2.243894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226050 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -22438928.000000 Penalty: 6119.121582
	Iteration 49Q: 3 clusters Score -2.243893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226054 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -22438932.000000 Penalty: 6119.121582
	Iteration 50Q: 3 clusters Score -2.243893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226055 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -22438938.000000 Penalty: 6119.121582
	Iteration 51Q: 3 clusters Score -2.243894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226055 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -22438938.000000 Penalty: 6119.121582
	Iteration 52F: 3 clusters Score -2.243894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Entering Unmasked Estep 
Score: -1189388.125000 Penalty: 2348.160156
	Iteration 0F: 2 clusters Score -1189388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1179789.375000 Penalty: 4696.320312
	Iteration 0F: 3 clusters Score -1179789 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1182901.500000 Penalty: 4696.320312
	Iteration 1F: 3 clusters Score -1182902 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1183315.875000 Penalty: 4696.320312
	Iteration 2F: 3 clusters Score -1183316 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1183731.375000 Penalty: 4696.320312
	Iteration 3F: 3 clusters Score -1183731 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1184269.250000 Penalty: 4696.320312
	Iteration 4F: 3 clusters Score -1184269 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1185067.625000 Penalty: 4696.320312
	Iteration 5F: 3 clusters Score -1185068 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1186225.875000 Penalty: 4696.320312
	Iteration 6F: 3 clusters Score -1186226 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1187554.000000 Penalty: 4696.320312
	Iteration 7F: 3 clusters Score -1187554 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1188588.375000 Penalty: 4696.320312
	Iteration 8F: 3 clusters Score -1188588 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1189215.125000 Penalty: 4696.320312
	Iteration 9Q: 3 clusters Score -1189215 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1189597.125000 Penalty: 4696.320312
	Iteration 10Q: 3 clusters Score -1189597 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1189875.375000 Penalty: 4696.320312
	Iteration 11Q: 3 clusters Score -1189875 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1190067.750000 Penalty: 4696.320312
	Iteration 12Q: 3 clusters Score -1190068 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1190163.875000 Penalty: 4696.320312
	Iteration 13Q: 3 clusters Score -1190164 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1190237.750000 Penalty: 4696.320312
	Iteration 14Q: 3 clusters Score -1190238 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1190274.625000 Penalty: 4696.320312
	Iteration 15Q: 3 clusters Score -1190275 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1190300.750000 Penalty: 4696.320312
	Iteration 16Q: 3 clusters Score -1190301 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1190317.000000 Penalty: 4696.320312
	Iteration 17Q: 3 clusters Score -1190317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1190320.375000 Penalty: 4696.320312
	Iteration 18Q: 3 clusters Score -1190320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1190326.250000 Penalty: 4696.320312
	Iteration 19Q: 3 clusters Score -1190326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1190329.750000 Penalty: 4696.320312
	Iteration 20F: 3 clusters Score -1190330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1190329.875000 Penalty: 4696.320312
	Iteration 21Q: 3 clusters Score -1190330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1190330.125000 Penalty: 4696.320312
	Iteration 22Q: 3 clusters Score -1190330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1190330.750000 Penalty: 4696.320312
	Iteration 23Q: 3 clusters Score -1190331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1190330.000000 Penalty: 4696.320312
	Iteration 24Q: 3 clusters Score -1190330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1190329.625000 Penalty: 4696.320312
	Iteration 25Q: 3 clusters Score -1190330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1190329.625000 Penalty: 4696.320312
	Iteration 26F: 3 clusters Score -1190330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9792 members 
Mstep: Class 5 contains 15219 members 
Mstep: Class 6 contains 101269 members 
Mstep: Class 7 contains 8053 members 
Mstep: Class 8 contains 223380 members 
Mstep: Class 9 contains 97131 members 
Mstep: Class 10 contains 10529 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12523 members 
Mstep: Class 14 contains 305957 members 
Mstep: Class 15 contains 217212 members 
Mstep: Class 16 contains 11147 members 
Mstep: Class 17 contains 13006 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6906 members 
Mstep: Class 20 contains 62969 members 
Mstep: Class 21 contains 127918 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 7745 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11793 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12369 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 9197 members 
Mstep: Class 34 contains 6822 members 
Mstep: Class 35 contains 8195 members 
Mstep: Class 36 contains 5199 members 
Entering Unmasked Estep 
Score: -157713664.000000 Penalty: 127934.179688
Splitting cluster 25 changes total score from -157713840.000000 to -157713664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -925958.750000 Penalty: 2277.707520
	Iteration 0F: 2 clusters Score -925958.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -918484.937500 Penalty: 4555.415039
	Iteration 0F: 3 clusters Score -918484.9 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -920681.437500 Penalty: 4555.415039
	Iteration 1F: 3 clusters Score -920681.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -921010.750000 Penalty: 4555.415039
	Iteration 2F: 3 clusters Score -921010.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -921310.937500 Penalty: 4555.415039
	Iteration 3F: 3 clusters Score -921310.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -921623.687500 Penalty: 4555.415039
	Iteration 4Q: 3 clusters Score -921623.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -921979.875000 Penalty: 4555.415039
	Iteration 5Q: 3 clusters Score -921979.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -922357.437500 Penalty: 4555.415039
	Iteration 6Q: 3 clusters Score -922357.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -922808.062500 Penalty: 4555.415039
	Iteration 7F: 3 clusters Score -922808.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -923279.312500 Penalty: 4555.415039
	Iteration 8F: 3 clusters Score -923279.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -923659.562500 Penalty: 4555.415039
	Iteration 9F: 3 clusters Score -923659.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -923928.375000 Penalty: 4555.415039
	Iteration 10Q: 3 clusters Score -923928.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -924141.875000 Penalty: 4555.415039
	Iteration 11Q: 3 clusters Score -924141.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -924268.937500 Penalty: 4555.415039
	Iteration 12Q: 3 clusters Score -924268.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -924368.437500 Penalty: 4555.415039
	Iteration 13Q: 3 clusters Score -924368.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -924456.125000 Penalty: 4555.415039
	Iteration 14Q: 3 clusters Score -924456.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -924530.250000 Penalty: 4555.415039
	Iteration 15Q: 3 clusters Score -924530.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -924581.625000 Penalty: 4555.415039
	Iteration 16Q: 3 clusters Score -924581.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -924629.062500 Penalty: 4555.415039
	Iteration 17Q: 3 clusters Score -924629.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -924675.562500 Penalty: 4555.415039
	Iteration 18Q: 3 clusters Score -924675.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -924726.875000 Penalty: 4555.415039
	Iteration 19Q: 3 clusters Score -924726.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -924780.000000 Penalty: 4555.415039
	Iteration 20F: 3 clusters Score -924780 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -924822.500000 Penalty: 4555.415039
	Iteration 21Q: 3 clusters Score -924822.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -924860.687500 Penalty: 4555.415039
	Iteration 22Q: 3 clusters Score -924860.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -924905.687500 Penalty: 4555.415039
	Iteration 23Q: 3 clusters Score -924905.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -924957.312500 Penalty: 4555.415039
	Iteration 24Q: 3 clusters Score -924957.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -925015.875000 Penalty: 4555.415039
	Iteration 25Q: 3 clusters Score -925015.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -925059.562500 Penalty: 4555.415039
	Iteration 26Q: 3 clusters Score -925059.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -925098.375000 Penalty: 4555.415039
	Iteration 27Q: 3 clusters Score -925098.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -925134.062500 Penalty: 4555.415039
	Iteration 28Q: 3 clusters Score -925134.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -925154.250000 Penalty: 4555.415039
	Iteration 29Q: 3 clusters Score -925154.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -925170.312500 Penalty: 4555.415039
	Iteration 30Q: 3 clusters Score -925170.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -925179.437500 Penalty: 4555.415039
	Iteration 31Q: 3 clusters Score -925179.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -925188.875000 Penalty: 4555.415039
	Iteration 32Q: 3 clusters Score -925188.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -925189.937500 Penalty: 4555.415039
	Iteration 33Q: 3 clusters Score -925189.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -925191.187500 Penalty: 4555.415039
	Iteration 34Q: 3 clusters Score -925191.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -925192.375000 Penalty: 4555.415039
	Iteration 35Q: 3 clusters Score -925192.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -925192.062500 Penalty: 4555.415039
	Iteration 36Q: 3 clusters Score -925192.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -925193.562500 Penalty: 4555.415039
	Iteration 37Q: 3 clusters Score -925193.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -925193.312500 Penalty: 4555.415039
	Iteration 38Q: 3 clusters Score -925193.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -925195.062500 Penalty: 4555.415039
	Iteration 39Q: 3 clusters Score -925195.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -925195.687500 Penalty: 4555.415039
	Iteration 40F: 3 clusters Score -925195.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -925198.312500 Penalty: 4555.415039
	Iteration 41Q: 3 clusters Score -925198.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -925197.125000 Penalty: 4555.415039
	Iteration 42Q: 3 clusters Score -925197.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -925197.125000 Penalty: 4555.415039
	Iteration 43F: 3 clusters Score -925197.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Entering Unmasked Estep 
Score: -1453375.000000 Penalty: 2399.824707
	Iteration 0F: 2 clusters Score -1453375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1441872.250000 Penalty: 4799.649414
	Iteration 0F: 3 clusters Score -1441872 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1445669.000000 Penalty: 4799.649414
	Iteration 1F: 3 clusters Score -1445669 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1446269.250000 Penalty: 4799.649414
	Iteration 2F: 3 clusters Score -1446269 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1446961.500000 Penalty: 4799.649414
	Iteration 3F: 3 clusters Score -1446962 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1447793.500000 Penalty: 4799.649414
	Iteration 4F: 3 clusters Score -1447794 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1448701.750000 Penalty: 4799.649414
	Iteration 5F: 3 clusters Score -1448702 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1449609.000000 Penalty: 4799.649414
	Iteration 6F: 3 clusters Score -1449609 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1450360.625000 Penalty: 4799.649414
	Iteration 7F: 3 clusters Score -1450361 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1450921.375000 Penalty: 4799.649414
	Iteration 8Q: 3 clusters Score -1450921 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1451301.250000 Penalty: 4799.649414
	Iteration 9Q: 3 clusters Score -1451301 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1451552.875000 Penalty: 4799.649414
	Iteration 10Q: 3 clusters Score -1451553 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1451725.750000 Penalty: 4799.649414
	Iteration 11Q: 3 clusters Score -1451726 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1451847.750000 Penalty: 4799.649414
	Iteration 12Q: 3 clusters Score -1451848 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1451933.625000 Penalty: 4799.649414
	Iteration 13Q: 3 clusters Score -1451934 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1452008.750000 Penalty: 4799.649414
	Iteration 14Q: 3 clusters Score -1452009 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1452063.250000 Penalty: 4799.649414
	Iteration 15Q: 3 clusters Score -1452063 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1452103.250000 Penalty: 4799.649414
	Iteration 16Q: 3 clusters Score -1452103 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1452148.125000 Penalty: 4799.649414
	Iteration 17Q: 3 clusters Score -1452148 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1452184.750000 Penalty: 4799.649414
	Iteration 18Q: 3 clusters Score -1452185 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1452240.125000 Penalty: 4799.649414
	Iteration 19Q: 3 clusters Score -1452240 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1452292.500000 Penalty: 4799.649414
	Iteration 20F: 3 clusters Score -1452292 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1452347.750000 Penalty: 4799.649414
	Iteration 21Q: 3 clusters Score -1452348 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1452391.875000 Penalty: 4799.649414
	Iteration 22Q: 3 clusters Score -1452392 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1452428.250000 Penalty: 4799.649414
	Iteration 23Q: 3 clusters Score -1452428 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1452453.125000 Penalty: 4799.649414
	Iteration 24Q: 3 clusters Score -1452453 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1452479.750000 Penalty: 4799.649414
	Iteration 25Q: 3 clusters Score -1452480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1452500.250000 Penalty: 4799.649414
	Iteration 26Q: 3 clusters Score -1452500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1452510.625000 Penalty: 4799.649414
	Iteration 27Q: 3 clusters Score -1452511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1452516.250000 Penalty: 4799.649414
	Iteration 28Q: 3 clusters Score -1452516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1452527.375000 Penalty: 4799.649414
	Iteration 29Q: 3 clusters Score -1452527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1452534.875000 Penalty: 4799.649414
	Iteration 30Q: 3 clusters Score -1452535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1452541.000000 Penalty: 4799.649414
	Iteration 31Q: 3 clusters Score -1452541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1452544.125000 Penalty: 4799.649414
	Iteration 32Q: 3 clusters Score -1452544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1452554.625000 Penalty: 4799.649414
	Iteration 33Q: 3 clusters Score -1452555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1452560.875000 Penalty: 4799.649414
	Iteration 34Q: 3 clusters Score -1452561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1452567.500000 Penalty: 4799.649414
	Iteration 35Q: 3 clusters Score -1452568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1452571.500000 Penalty: 4799.649414
	Iteration 36Q: 3 clusters Score -1452572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1452578.500000 Penalty: 4799.649414
	Iteration 37Q: 3 clusters Score -1452578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1452591.875000 Penalty: 4799.649414
	Iteration 38Q: 3 clusters Score -1452592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1452598.000000 Penalty: 4799.649414
	Iteration 39Q: 3 clusters Score -1452598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1452603.875000 Penalty: 4799.649414
	Iteration 40F: 3 clusters Score -1452604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1452610.375000 Penalty: 4799.649414
	Iteration 41Q: 3 clusters Score -1452610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1452611.750000 Penalty: 4799.649414
	Iteration 42Q: 3 clusters Score -1452612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1452617.125000 Penalty: 4799.649414
	Iteration 43Q: 3 clusters Score -1452617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1452622.250000 Penalty: 4799.649414
	Iteration 44Q: 3 clusters Score -1452622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1452621.375000 Penalty: 4799.649414
	Iteration 45Q: 3 clusters Score -1452621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1452623.000000 Penalty: 4799.649414
	Iteration 46Q: 3 clusters Score -1452623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1452624.500000 Penalty: 4799.649414
	Iteration 47Q: 3 clusters Score -1452624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1452622.500000 Penalty: 4799.649414
	Iteration 48Q: 3 clusters Score -1452622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1452624.750000 Penalty: 4799.649414
	Iteration 49Q: 3 clusters Score -1452625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1452623.375000 Penalty: 4799.649414
	Iteration 50Q: 3 clusters Score -1452623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1452621.625000 Penalty: 4799.649414
	Iteration 51Q: 3 clusters Score -1452622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1452623.250000 Penalty: 4799.649414
	Iteration 52Q: 3 clusters Score -1452623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1452626.375000 Penalty: 4799.649414
	Iteration 53Q: 3 clusters Score -1452626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1452622.750000 Penalty: 4799.649414
	Iteration 54Q: 3 clusters Score -1452623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1452623.375000 Penalty: 4799.649414
	Iteration 55Q: 3 clusters Score -1452623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1452620.125000 Penalty: 4799.649414
	Iteration 56Q: 3 clusters Score -1452620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1452620.125000 Penalty: 4799.649414
	Iteration 57F: 3 clusters Score -1452620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Entering Unmasked Estep 
Score: -493086.375000 Penalty: 2129.089600
	Iteration 0F: 2 clusters Score -493086.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -488326.593750 Penalty: 4258.179199
	Iteration 0F: 3 clusters Score -488326.6 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -489454.375000 Penalty: 4258.179199
	Iteration 1F: 3 clusters Score -489454.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -489664.375000 Penalty: 4258.179199
	Iteration 2F: 3 clusters Score -489664.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -489807.250000 Penalty: 4258.179199
	Iteration 3Q: 3 clusters Score -489807.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -489908.125000 Penalty: 4258.179199
	Iteration 4Q: 3 clusters Score -489908.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -489999.468750 Penalty: 4258.179199
	Iteration 5Q: 3 clusters Score -489999.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -490068.843750 Penalty: 4258.179199
	Iteration 6Q: 3 clusters Score -490068.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -490137.406250 Penalty: 4258.179199
	Iteration 7Q: 3 clusters Score -490137.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -490223.218750 Penalty: 4258.179199
	Iteration 8Q: 3 clusters Score -490223.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -490291.437500 Penalty: 4258.179199
	Iteration 9Q: 3 clusters Score -490291.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -490379.375000 Penalty: 4258.179199
	Iteration 10Q: 3 clusters Score -490379.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -490483.125000 Penalty: 4258.179199
	Iteration 11Q: 3 clusters Score -490483.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -490591.593750 Penalty: 4258.179199
	Iteration 12Q: 3 clusters Score -490591.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -490679.375000 Penalty: 4258.179199
	Iteration 13Q: 3 clusters Score -490679.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -490766.406250 Penalty: 4258.179199
	Iteration 14Q: 3 clusters Score -490766.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -490862.375000 Penalty: 4258.179199
	Iteration 15Q: 3 clusters Score -490862.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -490973.750000 Penalty: 4258.179199
	Iteration 16Q: 3 clusters Score -490973.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -491086.750000 Penalty: 4258.179199
	Iteration 17Q: 3 clusters Score -491086.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -491183.062500 Penalty: 4258.179199
	Iteration 18Q: 3 clusters Score -491183.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -491262.062500 Penalty: 4258.179199
	Iteration 19Q: 3 clusters Score -491262.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -491328.687500 Penalty: 4258.179199
	Iteration 20F: 3 clusters Score -491328.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -491381.062500 Penalty: 4258.179199
	Iteration 21Q: 3 clusters Score -491381.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -491419.625000 Penalty: 4258.179199
	Iteration 22Q: 3 clusters Score -491419.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -491451.343750 Penalty: 4258.179199
	Iteration 23Q: 3 clusters Score -491451.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -491473.906250 Penalty: 4258.179199
	Iteration 24Q: 3 clusters Score -491473.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -491495.281250 Penalty: 4258.179199
	Iteration 25Q: 3 clusters Score -491495.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -491514.125000 Penalty: 4258.179199
	Iteration 26Q: 3 clusters Score -491514.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -491529.375000 Penalty: 4258.179199
	Iteration 27Q: 3 clusters Score -491529.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -491541.562500 Penalty: 4258.179199
	Iteration 28Q: 3 clusters Score -491541.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -491554.406250 Penalty: 4258.179199
	Iteration 29Q: 3 clusters Score -491554.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -491563.750000 Penalty: 4258.179199
	Iteration 30Q: 3 clusters Score -491563.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -491569.937500 Penalty: 4258.179199
	Iteration 31Q: 3 clusters Score -491569.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -491576.125000 Penalty: 4258.179199
	Iteration 32Q: 3 clusters Score -491576.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -491578.250000 Penalty: 4258.179199
	Iteration 33Q: 3 clusters Score -491578.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -491580.406250 Penalty: 4258.179199
	Iteration 34Q: 3 clusters Score -491580.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -491585.906250 Penalty: 4258.179199
	Iteration 35Q: 3 clusters Score -491585.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -491592.500000 Penalty: 4258.179199
	Iteration 36Q: 3 clusters Score -491592.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -491595.437500 Penalty: 4258.179199
	Iteration 37Q: 3 clusters Score -491595.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -491600.562500 Penalty: 4258.179199
	Iteration 38Q: 3 clusters Score -491600.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -491602.093750 Penalty: 4258.179199
	Iteration 39Q: 3 clusters Score -491602.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -491604.781250 Penalty: 4258.179199
	Iteration 40F: 3 clusters Score -491604.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -491606.812500 Penalty: 4258.179199
	Iteration 41Q: 3 clusters Score -491606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -491608.375000 Penalty: 4258.179199
	Iteration 42Q: 3 clusters Score -491608.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -491610.906250 Penalty: 4258.179199
	Iteration 43Q: 3 clusters Score -491610.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -491613.562500 Penalty: 4258.179199
	Iteration 44Q: 3 clusters Score -491613.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -491617.218750 Penalty: 4258.179199
	Iteration 45Q: 3 clusters Score -491617.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -491620.437500 Penalty: 4258.179199
	Iteration 46Q: 3 clusters Score -491620.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -491626.625000 Penalty: 4258.179199
	Iteration 47Q: 3 clusters Score -491626.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -491632.156250 Penalty: 4258.179199
	Iteration 48Q: 3 clusters Score -491632.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -491634.968750 Penalty: 4258.179199
	Iteration 49Q: 3 clusters Score -491635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -491637.093750 Penalty: 4258.179199
	Iteration 50Q: 3 clusters Score -491637.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -491641.375000 Penalty: 4258.179199
	Iteration 51Q: 3 clusters Score -491641.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -491647.468750 Penalty: 4258.179199
	Iteration 52Q: 3 clusters Score -491647.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -491653.343750 Penalty: 4258.179199
	Iteration 53Q: 3 clusters Score -491653.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -491659.406250 Penalty: 4258.179199
	Iteration 54Q: 3 clusters Score -491659.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -491667.062500 Penalty: 4258.179199
	Iteration 55Q: 3 clusters Score -491667.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -491674.093750 Penalty: 4258.179199
	Iteration 56Q: 3 clusters Score -491674.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -491682.968750 Penalty: 4258.179199
	Iteration 57Q: 3 clusters Score -491683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -491694.937500 Penalty: 4258.179199
	Iteration 58Q: 3 clusters Score -491694.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -491704.593750 Penalty: 4258.179199
	Iteration 59Q: 3 clusters Score -491704.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -491719.750000 Penalty: 4258.179199
	Iteration 60F: 3 clusters Score -491719.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -491733.843750 Penalty: 4258.179199
	Iteration 61Q: 3 clusters Score -491733.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -491747.687500 Penalty: 4258.179199
	Iteration 62Q: 3 clusters Score -491747.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -491764.062500 Penalty: 4258.179199
	Iteration 63Q: 3 clusters Score -491764.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -491784.968750 Penalty: 4258.179199
	Iteration 64Q: 3 clusters Score -491785 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -491811.000000 Penalty: 4258.179199
	Iteration 65Q: 3 clusters Score -491811 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -491834.187500 Penalty: 4258.179199
	Iteration 66Q: 3 clusters Score -491834.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -491852.343750 Penalty: 4258.179199
	Iteration 67Q: 3 clusters Score -491852.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -491871.093750 Penalty: 4258.179199
	Iteration 68Q: 3 clusters Score -491871.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -491882.281250 Penalty: 4258.179199
	Iteration 69Q: 3 clusters Score -491882.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -491896.250000 Penalty: 4258.179199
	Iteration 70Q: 3 clusters Score -491896.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -491908.031250 Penalty: 4258.179199
	Iteration 71Q: 3 clusters Score -491908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -491923.156250 Penalty: 4258.179199
	Iteration 72Q: 3 clusters Score -491923.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -491937.500000 Penalty: 4258.179199
	Iteration 73Q: 3 clusters Score -491937.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -491954.375000 Penalty: 4258.179199
	Iteration 74Q: 3 clusters Score -491954.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -491972.562500 Penalty: 4258.179199
	Iteration 75Q: 3 clusters Score -491972.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -491999.406250 Penalty: 4258.179199
	Iteration 76Q: 3 clusters Score -491999.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -492030.406250 Penalty: 4258.179199
	Iteration 77Q: 3 clusters Score -492030.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -492054.468750 Penalty: 4258.179199
	Iteration 78Q: 3 clusters Score -492054.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -492066.437500 Penalty: 4258.179199
	Iteration 79Q: 3 clusters Score -492066.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -492072.093750 Penalty: 4258.179199
	Iteration 80F: 3 clusters Score -492072.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -492072.937500 Penalty: 4258.179199
	Iteration 81Q: 3 clusters Score -492072.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -492076.656250 Penalty: 4258.179199
	Iteration 82Q: 3 clusters Score -492076.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -492079.625000 Penalty: 4258.179199
	Iteration 83Q: 3 clusters Score -492079.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -492083.687500 Penalty: 4258.179199
	Iteration 84Q: 3 clusters Score -492083.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -492087.312500 Penalty: 4258.179199
	Iteration 85Q: 3 clusters Score -492087.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -492093.718750 Penalty: 4258.179199
	Iteration 86Q: 3 clusters Score -492093.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -492099.062500 Penalty: 4258.179199
	Iteration 87Q: 3 clusters Score -492099.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -492106.937500 Penalty: 4258.179199
	Iteration 88Q: 3 clusters Score -492106.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -492115.687500 Penalty: 4258.179199
	Iteration 89Q: 3 clusters Score -492115.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -492129.031250 Penalty: 4258.179199
	Iteration 90Q: 3 clusters Score -492129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -492143.218750 Penalty: 4258.179199
	Iteration 91Q: 3 clusters Score -492143.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -492155.562500 Penalty: 4258.179199
	Iteration 92Q: 3 clusters Score -492155.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -492164.656250 Penalty: 4258.179199
	Iteration 93Q: 3 clusters Score -492164.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -492172.531250 Penalty: 4258.179199
	Iteration 94Q: 3 clusters Score -492172.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -492185.343750 Penalty: 4258.179199
	Iteration 95Q: 3 clusters Score -492185.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -492203.500000 Penalty: 4258.179199
	Iteration 96Q: 3 clusters Score -492203.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -492219.687500 Penalty: 4258.179199
	Iteration 97Q: 3 clusters Score -492219.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -492230.062500 Penalty: 4258.179199
	Iteration 98Q: 3 clusters Score -492230.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -492240.187500 Penalty: 4258.179199
	Iteration 99Q: 3 clusters Score -492240.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -492254.687500 Penalty: 4258.179199
	Iteration 100F: 3 clusters Score -492254.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -492267.906250 Penalty: 4258.179199
	Iteration 101Q: 3 clusters Score -492267.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -492276.906250 Penalty: 4258.179199
	Iteration 102Q: 3 clusters Score -492276.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -492285.250000 Penalty: 4258.179199
	Iteration 103Q: 3 clusters Score -492285.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -492292.625000 Penalty: 4258.179199
	Iteration 104Q: 3 clusters Score -492292.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -492299.031250 Penalty: 4258.179199
	Iteration 105Q: 3 clusters Score -492299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -492306.437500 Penalty: 4258.179199
	Iteration 106Q: 3 clusters Score -492306.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -492314.031250 Penalty: 4258.179199
	Iteration 107Q: 3 clusters Score -492314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -492319.156250 Penalty: 4258.179199
	Iteration 108Q: 3 clusters Score -492319.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -492323.250000 Penalty: 4258.179199
	Iteration 109Q: 3 clusters Score -492323.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -492326.468750 Penalty: 4258.179199
	Iteration 110Q: 3 clusters Score -492326.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -492327.343750 Penalty: 4258.179199
	Iteration 111Q: 3 clusters Score -492327.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -492328.000000 Penalty: 4258.179199
	Iteration 112Q: 3 clusters Score -492328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -492328.781250 Penalty: 4258.179199
	Iteration 113Q: 3 clusters Score -492328.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -492328.312500 Penalty: 4258.179199
	Iteration 114Q: 3 clusters Score -492328.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -492328.312500 Penalty: 4258.179199
	Iteration 115F: 3 clusters Score -492328.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Entering Unmasked Estep 
Score: -1109035.625000 Penalty: 2325.064697
	Iteration 0F: 2 clusters Score -1109036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1100224.500000 Penalty: 4650.129395
	Iteration 0F: 3 clusters Score -1100224 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1102972.125000 Penalty: 4650.129395
	Iteration 1F: 3 clusters Score -1102972 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1103467.875000 Penalty: 4650.129395
	Iteration 2F: 3 clusters Score -1103468 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1104088.250000 Penalty: 4650.129395
	Iteration 3F: 3 clusters Score -1104088 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1104898.375000 Penalty: 4650.129395
	Iteration 4F: 3 clusters Score -1104898 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1105764.875000 Penalty: 4650.129395
	Iteration 5F: 3 clusters Score -1105765 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1106493.625000 Penalty: 4650.129395
	Iteration 6F: 3 clusters Score -1106494 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1106979.250000 Penalty: 4650.129395
	Iteration 7F: 3 clusters Score -1106979 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1107263.750000 Penalty: 4650.129395
	Iteration 8Q: 3 clusters Score -1107264 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1107451.000000 Penalty: 4650.129395
	Iteration 9Q: 3 clusters Score -1107451 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1107581.500000 Penalty: 4650.129395
	Iteration 10Q: 3 clusters Score -1107582 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1107714.125000 Penalty: 4650.129395
	Iteration 11Q: 3 clusters Score -1107714 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1107820.500000 Penalty: 4650.129395
	Iteration 12Q: 3 clusters Score -1107820 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1107903.625000 Penalty: 4650.129395
	Iteration 13Q: 3 clusters Score -1107904 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1107983.375000 Penalty: 4650.129395
	Iteration 14Q: 3 clusters Score -1107983 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1108055.750000 Penalty: 4650.129395
	Iteration 15Q: 3 clusters Score -1108056 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1108130.250000 Penalty: 4650.129395
	Iteration 16Q: 3 clusters Score -1108130 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1108222.500000 Penalty: 4650.129395
	Iteration 17Q: 3 clusters Score -1108222 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1108344.375000 Penalty: 4650.129395
	Iteration 18Q: 3 clusters Score -1108344 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1108528.250000 Penalty: 4650.129395
	Iteration 19Q: 3 clusters Score -1108528 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1108739.375000 Penalty: 4650.129395
	Iteration 20F: 3 clusters Score -1108739 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1108871.375000 Penalty: 4650.129395
	Iteration 21Q: 3 clusters Score -1108871 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1108929.625000 Penalty: 4650.129395
	Iteration 22Q: 3 clusters Score -1108930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1108960.875000 Penalty: 4650.129395
	Iteration 23Q: 3 clusters Score -1108961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1108976.000000 Penalty: 4650.129395
	Iteration 24Q: 3 clusters Score -1108976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1108986.375000 Penalty: 4650.129395
	Iteration 25Q: 3 clusters Score -1108986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1108993.125000 Penalty: 4650.129395
	Iteration 26Q: 3 clusters Score -1108993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1108998.250000 Penalty: 4650.129395
	Iteration 27Q: 3 clusters Score -1108998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1108995.750000 Penalty: 4650.129395
	Iteration 28Q: 3 clusters Score -1108996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1108995.500000 Penalty: 4650.129395
	Iteration 29Q: 3 clusters Score -1108996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1108998.125000 Penalty: 4650.129395
	Iteration 30Q: 3 clusters Score -1108998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1108998.875000 Penalty: 4650.129395
	Iteration 31Q: 3 clusters Score -1108999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1109001.750000 Penalty: 4650.129395
	Iteration 32Q: 3 clusters Score -1109002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1109001.500000 Penalty: 4650.129395
	Iteration 33Q: 3 clusters Score -1109002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1109001.625000 Penalty: 4650.129395
	Iteration 34Q: 3 clusters Score -1109002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1109001.250000 Penalty: 4650.129395
	Iteration 35Q: 3 clusters Score -1109001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1109002.750000 Penalty: 4650.129395
	Iteration 36Q: 3 clusters Score -1109003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1109002.750000 Penalty: 4650.129395
	Iteration 37F: 3 clusters Score -1109003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Entering Unmasked Estep 
Score: -664642.500000 Penalty: 2201.625244
	Iteration 0F: 2 clusters Score -664642.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -658817.812500 Penalty: 4403.250488
	Iteration 0F: 3 clusters Score -658817.8 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -660380.875000 Penalty: 4403.250488
	Iteration 1F: 3 clusters Score -660380.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -660631.687500 Penalty: 4403.250488
	Iteration 2F: 3 clusters Score -660631.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -660837.812500 Penalty: 4403.250488
	Iteration 3F: 3 clusters Score -660837.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -660999.812500 Penalty: 4403.250488
	Iteration 4Q: 3 clusters Score -660999.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -661127.250000 Penalty: 4403.250488
	Iteration 5Q: 3 clusters Score -661127.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -661233.000000 Penalty: 4403.250488
	Iteration 6Q: 3 clusters Score -661233 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -661303.875000 Penalty: 4403.250488
	Iteration 7Q: 3 clusters Score -661303.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -661368.125000 Penalty: 4403.250488
	Iteration 8Q: 3 clusters Score -661368.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -661431.125000 Penalty: 4403.250488
	Iteration 9Q: 3 clusters Score -661431.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -661502.312500 Penalty: 4403.250488
	Iteration 10Q: 3 clusters Score -661502.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -661578.625000 Penalty: 4403.250488
	Iteration 11Q: 3 clusters Score -661578.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -661651.375000 Penalty: 4403.250488
	Iteration 12Q: 3 clusters Score -661651.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -661726.500000 Penalty: 4403.250488
	Iteration 13Q: 3 clusters Score -661726.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -661803.062500 Penalty: 4403.250488
	Iteration 14Q: 3 clusters Score -661803.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -661889.937500 Penalty: 4403.250488
	Iteration 15Q: 3 clusters Score -661889.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -662009.375000 Penalty: 4403.250488
	Iteration 16Q: 3 clusters Score -662009.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -662145.000000 Penalty: 4403.250488
	Iteration 17Q: 3 clusters Score -662145 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -662264.812500 Penalty: 4403.250488
	Iteration 18Q: 3 clusters Score -662264.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -662393.687500 Penalty: 4403.250488
	Iteration 19Q: 3 clusters Score -662393.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -662531.375000 Penalty: 4403.250488
	Iteration 20F: 3 clusters Score -662531.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -662662.000000 Penalty: 4403.250488
	Iteration 21Q: 3 clusters Score -662662 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -662798.687500 Penalty: 4403.250488
	Iteration 22Q: 3 clusters Score -662798.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -662921.062500 Penalty: 4403.250488
	Iteration 23Q: 3 clusters Score -662921.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -663035.625000 Penalty: 4403.250488
	Iteration 24Q: 3 clusters Score -663035.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -663123.125000 Penalty: 4403.250488
	Iteration 25Q: 3 clusters Score -663123.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -663200.375000 Penalty: 4403.250488
	Iteration 26Q: 3 clusters Score -663200.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -663277.562500 Penalty: 4403.250488
	Iteration 27Q: 3 clusters Score -663277.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -663346.062500 Penalty: 4403.250488
	Iteration 28Q: 3 clusters Score -663346.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -663400.625000 Penalty: 4403.250488
	Iteration 29Q: 3 clusters Score -663400.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -663447.812500 Penalty: 4403.250488
	Iteration 30Q: 3 clusters Score -663447.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -663485.312500 Penalty: 4403.250488
	Iteration 31Q: 3 clusters Score -663485.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -663521.687500 Penalty: 4403.250488
	Iteration 32Q: 3 clusters Score -663521.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -663549.375000 Penalty: 4403.250488
	Iteration 33Q: 3 clusters Score -663549.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -663577.562500 Penalty: 4403.250488
	Iteration 34Q: 3 clusters Score -663577.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -663603.875000 Penalty: 4403.250488
	Iteration 35Q: 3 clusters Score -663603.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -663632.812500 Penalty: 4403.250488
	Iteration 36Q: 3 clusters Score -663632.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -663656.125000 Penalty: 4403.250488
	Iteration 37Q: 3 clusters Score -663656.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -663676.187500 Penalty: 4403.250488
	Iteration 38Q: 3 clusters Score -663676.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -663700.937500 Penalty: 4403.250488
	Iteration 39Q: 3 clusters Score -663700.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -663747.250000 Penalty: 4403.250488
	Iteration 40F: 3 clusters Score -663747.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -663796.062500 Penalty: 4403.250488
	Iteration 41Q: 3 clusters Score -663796.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -663850.875000 Penalty: 4403.250488
	Iteration 42Q: 3 clusters Score -663850.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -663890.375000 Penalty: 4403.250488
	Iteration 43Q: 3 clusters Score -663890.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -663915.000000 Penalty: 4403.250488
	Iteration 44Q: 3 clusters Score -663915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -663937.062500 Penalty: 4403.250488
	Iteration 45Q: 3 clusters Score -663937.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -663952.562500 Penalty: 4403.250488
	Iteration 46Q: 3 clusters Score -663952.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -663962.125000 Penalty: 4403.250488
	Iteration 47Q: 3 clusters Score -663962.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -663968.875000 Penalty: 4403.250488
	Iteration 48Q: 3 clusters Score -663968.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -663973.187500 Penalty: 4403.250488
	Iteration 49Q: 3 clusters Score -663973.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -663976.687500 Penalty: 4403.250488
	Iteration 50Q: 3 clusters Score -663976.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -663978.437500 Penalty: 4403.250488
	Iteration 51Q: 3 clusters Score -663978.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -663980.125000 Penalty: 4403.250488
	Iteration 52Q: 3 clusters Score -663980.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -663982.437500 Penalty: 4403.250488
	Iteration 53Q: 3 clusters Score -663982.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -663983.937500 Penalty: 4403.250488
	Iteration 54Q: 3 clusters Score -663983.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -663983.937500 Penalty: 4403.250488
	Iteration 55Q: 3 clusters Score -663983.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -663986.312500 Penalty: 4403.250488
	Iteration 56Q: 3 clusters Score -663986.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -663986.687500 Penalty: 4403.250488
	Iteration 57Q: 3 clusters Score -663986.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -663988.437500 Penalty: 4403.250488
	Iteration 58Q: 3 clusters Score -663988.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -663988.625000 Penalty: 4403.250488
	Iteration 59Q: 3 clusters Score -663988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -663990.812500 Penalty: 4403.250488
	Iteration 60F: 3 clusters Score -663990.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -663991.312500 Penalty: 4403.250488
	Iteration 61Q: 3 clusters Score -663991.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -663993.062500 Penalty: 4403.250488
	Iteration 62Q: 3 clusters Score -663993.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -663994.812500 Penalty: 4403.250488
	Iteration 63Q: 3 clusters Score -663994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -663995.687500 Penalty: 4403.250488
	Iteration 64Q: 3 clusters Score -663995.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -664000.562500 Penalty: 4403.250488
	Iteration 65Q: 3 clusters Score -664000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -664002.000000 Penalty: 4403.250488
	Iteration 66Q: 3 clusters Score -664002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -664002.562500 Penalty: 4403.250488
	Iteration 67Q: 3 clusters Score -664002.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -664002.562500 Penalty: 4403.250488
	Iteration 68F: 3 clusters Score -664002.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Entering Unmasked Estep 
Score: -1159106.250000 Penalty: 2336.891357
	Iteration 0F: 2 clusters Score -1159106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1149895.875000 Penalty: 4673.782715
	Iteration 0F: 3 clusters Score -1149896 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1152595.875000 Penalty: 4673.782715
	Iteration 1F: 3 clusters Score -1152596 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1152918.500000 Penalty: 4673.782715
	Iteration 2F: 3 clusters Score -1152918 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1153174.000000 Penalty: 4673.782715
	Iteration 3Q: 3 clusters Score -1153174 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1153364.375000 Penalty: 4673.782715
	Iteration 4Q: 3 clusters Score -1153364 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1153534.875000 Penalty: 4673.782715
	Iteration 5Q: 3 clusters Score -1153535 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1153710.750000 Penalty: 4673.782715
	Iteration 6Q: 3 clusters Score -1153711 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1153891.375000 Penalty: 4673.782715
	Iteration 7Q: 3 clusters Score -1153891 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1154082.875000 Penalty: 4673.782715
	Iteration 8Q: 3 clusters Score -1154083 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1154262.625000 Penalty: 4673.782715
	Iteration 9Q: 3 clusters Score -1154263 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1154417.500000 Penalty: 4673.782715
	Iteration 10Q: 3 clusters Score -1154418 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1154588.875000 Penalty: 4673.782715
	Iteration 11Q: 3 clusters Score -1154589 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1154771.000000 Penalty: 4673.782715
	Iteration 12Q: 3 clusters Score -1154771 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1154982.125000 Penalty: 4673.782715
	Iteration 13Q: 3 clusters Score -1154982 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1155203.000000 Penalty: 4673.782715
	Iteration 14Q: 3 clusters Score -1155203 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1155442.875000 Penalty: 4673.782715
	Iteration 15Q: 3 clusters Score -1155443 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1155702.250000 Penalty: 4673.782715
	Iteration 16Q: 3 clusters Score -1155702 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1155969.125000 Penalty: 4673.782715
	Iteration 17Q: 3 clusters Score -1155969 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1156260.125000 Penalty: 4673.782715
	Iteration 18Q: 3 clusters Score -1156260 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1156520.250000 Penalty: 4673.782715
	Iteration 19Q: 3 clusters Score -1156520 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1156708.375000 Penalty: 4673.782715
	Iteration 20F: 3 clusters Score -1156708 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1156858.250000 Penalty: 4673.782715
	Iteration 21Q: 3 clusters Score -1156858 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1156949.875000 Penalty: 4673.782715
	Iteration 22Q: 3 clusters Score -1156950 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1157012.250000 Penalty: 4673.782715
	Iteration 23Q: 3 clusters Score -1157012 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1157060.875000 Penalty: 4673.782715
	Iteration 24Q: 3 clusters Score -1157061 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1157096.875000 Penalty: 4673.782715
	Iteration 25Q: 3 clusters Score -1157097 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1157124.250000 Penalty: 4673.782715
	Iteration 26Q: 3 clusters Score -1157124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1157149.375000 Penalty: 4673.782715
	Iteration 27Q: 3 clusters Score -1157149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1157171.125000 Penalty: 4673.782715
	Iteration 28Q: 3 clusters Score -1157171 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1157185.875000 Penalty: 4673.782715
	Iteration 29Q: 3 clusters Score -1157186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1157198.625000 Penalty: 4673.782715
	Iteration 30Q: 3 clusters Score -1157199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1157212.375000 Penalty: 4673.782715
	Iteration 31Q: 3 clusters Score -1157212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1157224.000000 Penalty: 4673.782715
	Iteration 32Q: 3 clusters Score -1157224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1157234.250000 Penalty: 4673.782715
	Iteration 33Q: 3 clusters Score -1157234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1157242.125000 Penalty: 4673.782715
	Iteration 34Q: 3 clusters Score -1157242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1157244.375000 Penalty: 4673.782715
	Iteration 35Q: 3 clusters Score -1157244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1157246.625000 Penalty: 4673.782715
	Iteration 36Q: 3 clusters Score -1157247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1157246.125000 Penalty: 4673.782715
	Iteration 37Q: 3 clusters Score -1157246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1157246.875000 Penalty: 4673.782715
	Iteration 38Q: 3 clusters Score -1157247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1157250.375000 Penalty: 4673.782715
	Iteration 39Q: 3 clusters Score -1157250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1157255.625000 Penalty: 4673.782715
	Iteration 40F: 3 clusters Score -1157256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1157257.500000 Penalty: 4673.782715
	Iteration 41Q: 3 clusters Score -1157258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1157257.500000 Penalty: 4673.782715
	Iteration 42F: 3 clusters Score -1157258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Entering Unmasked Estep 
Score: -603086.562500 Penalty: 2190.300781
	Iteration 0F: 2 clusters Score -603086.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -597565.875000 Penalty: 4380.601562
	Iteration 0F: 3 clusters Score -597565.9 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -599493.562500 Penalty: 4380.601562
	Iteration 1F: 3 clusters Score -599493.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -600177.812500 Penalty: 4380.601562
	Iteration 2F: 3 clusters Score -600177.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -600713.562500 Penalty: 4380.601562
	Iteration 3F: 3 clusters Score -600713.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -601080.062500 Penalty: 4380.601562
	Iteration 4F: 3 clusters Score -601080.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -601338.375000 Penalty: 4380.601562
	Iteration 5F: 3 clusters Score -601338.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -601467.687500 Penalty: 4380.601562
	Iteration 6Q: 3 clusters Score -601467.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -601537.812500 Penalty: 4380.601562
	Iteration 7Q: 3 clusters Score -601537.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -601576.750000 Penalty: 4380.601562
	Iteration 8Q: 3 clusters Score -601576.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -601602.125000 Penalty: 4380.601562
	Iteration 9Q: 3 clusters Score -601602.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -601620.187500 Penalty: 4380.601562
	Iteration 10Q: 3 clusters Score -601620.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -601631.437500 Penalty: 4380.601562
	Iteration 11Q: 3 clusters Score -601631.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -601643.625000 Penalty: 4380.601562
	Iteration 12Q: 3 clusters Score -601643.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -601653.437500 Penalty: 4380.601562
	Iteration 13Q: 3 clusters Score -601653.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -601660.625000 Penalty: 4380.601562
	Iteration 14Q: 3 clusters Score -601660.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -601667.437500 Penalty: 4380.601562
	Iteration 15Q: 3 clusters Score -601667.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -601671.562500 Penalty: 4380.601562
	Iteration 16Q: 3 clusters Score -601671.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -601678.437500 Penalty: 4380.601562
	Iteration 17Q: 3 clusters Score -601678.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -601680.625000 Penalty: 4380.601562
	Iteration 18Q: 3 clusters Score -601680.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -601684.000000 Penalty: 4380.601562
	Iteration 19Q: 3 clusters Score -601684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -601687.500000 Penalty: 4380.601562
	Iteration 20F: 3 clusters Score -601687.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -601687.812500 Penalty: 4380.601562
	Iteration 21Q: 3 clusters Score -601687.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -601689.875000 Penalty: 4380.601562
	Iteration 22Q: 3 clusters Score -601689.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -601693.437500 Penalty: 4380.601562
	Iteration 23Q: 3 clusters Score -601693.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -601694.062500 Penalty: 4380.601562
	Iteration 24Q: 3 clusters Score -601694.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -601696.437500 Penalty: 4380.601562
	Iteration 25Q: 3 clusters Score -601696.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -601699.187500 Penalty: 4380.601562
	Iteration 26Q: 3 clusters Score -601699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -601699.125000 Penalty: 4380.601562
	Iteration 27Q: 3 clusters Score -601699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -601699.500000 Penalty: 4380.601562
	Iteration 28Q: 3 clusters Score -601699.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -601698.812500 Penalty: 4380.601562
	Iteration 29Q: 3 clusters Score -601698.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -601700.000000 Penalty: 4380.601562
	Iteration 30Q: 3 clusters Score -601700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -601700.375000 Penalty: 4380.601562
	Iteration 31Q: 3 clusters Score -601700.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -601700.375000 Penalty: 4380.601562
	Iteration 32F: 3 clusters Score -601700.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Entering Unmasked Estep 
Score: -859583.375000 Penalty: 2263.404785
	Iteration 0F: 2 clusters Score -859583.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -852477.812500 Penalty: 4526.809570
	Iteration 0F: 3 clusters Score -852477.8 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -854536.250000 Penalty: 4526.809570
	Iteration 1F: 3 clusters Score -854536.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -854889.812500 Penalty: 4526.809570
	Iteration 2F: 3 clusters Score -854889.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -855116.750000 Penalty: 4526.809570
	Iteration 3F: 3 clusters Score -855116.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -855302.812500 Penalty: 4526.809570
	Iteration 4Q: 3 clusters Score -855302.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -855467.437500 Penalty: 4526.809570
	Iteration 5Q: 3 clusters Score -855467.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -855605.437500 Penalty: 4526.809570
	Iteration 6Q: 3 clusters Score -855605.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -855716.937500 Penalty: 4526.809570
	Iteration 7Q: 3 clusters Score -855716.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -855813.812500 Penalty: 4526.809570
	Iteration 8Q: 3 clusters Score -855813.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -855915.062500 Penalty: 4526.809570
	Iteration 9Q: 3 clusters Score -855915.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -856001.750000 Penalty: 4526.809570
	Iteration 10Q: 3 clusters Score -856001.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -856077.187500 Penalty: 4526.809570
	Iteration 11Q: 3 clusters Score -856077.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -856119.312500 Penalty: 4526.809570
	Iteration 12Q: 3 clusters Score -856119.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -856158.437500 Penalty: 4526.809570
	Iteration 13Q: 3 clusters Score -856158.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -856198.125000 Penalty: 4526.809570
	Iteration 14Q: 3 clusters Score -856198.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -856241.937500 Penalty: 4526.809570
	Iteration 15Q: 3 clusters Score -856241.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -856290.750000 Penalty: 4526.809570
	Iteration 16Q: 3 clusters Score -856290.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -856330.187500 Penalty: 4526.809570
	Iteration 17Q: 3 clusters Score -856330.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -856370.875000 Penalty: 4526.809570
	Iteration 18Q: 3 clusters Score -856370.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -856415.437500 Penalty: 4526.809570
	Iteration 19Q: 3 clusters Score -856415.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -856464.437500 Penalty: 4526.809570
	Iteration 20F: 3 clusters Score -856464.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -856507.812500 Penalty: 4526.809570
	Iteration 21Q: 3 clusters Score -856507.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -856554.250000 Penalty: 4526.809570
	Iteration 22Q: 3 clusters Score -856554.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -856594.687500 Penalty: 4526.809570
	Iteration 23Q: 3 clusters Score -856594.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -856634.062500 Penalty: 4526.809570
	Iteration 24Q: 3 clusters Score -856634.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -856675.187500 Penalty: 4526.809570
	Iteration 25Q: 3 clusters Score -856675.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -856713.437500 Penalty: 4526.809570
	Iteration 26Q: 3 clusters Score -856713.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -856749.937500 Penalty: 4526.809570
	Iteration 27Q: 3 clusters Score -856749.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -856783.000000 Penalty: 4526.809570
	Iteration 28Q: 3 clusters Score -856783 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -856819.125000 Penalty: 4526.809570
	Iteration 29Q: 3 clusters Score -856819.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -856864.937500 Penalty: 4526.809570
	Iteration 30Q: 3 clusters Score -856864.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -856913.812500 Penalty: 4526.809570
	Iteration 31Q: 3 clusters Score -856913.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -856967.375000 Penalty: 4526.809570
	Iteration 32Q: 3 clusters Score -856967.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -857014.875000 Penalty: 4526.809570
	Iteration 33Q: 3 clusters Score -857014.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -857063.375000 Penalty: 4526.809570
	Iteration 34Q: 3 clusters Score -857063.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -857116.125000 Penalty: 4526.809570
	Iteration 35Q: 3 clusters Score -857116.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -857170.312500 Penalty: 4526.809570
	Iteration 36Q: 3 clusters Score -857170.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -857231.937500 Penalty: 4526.809570
	Iteration 37Q: 3 clusters Score -857231.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -857293.562500 Penalty: 4526.809570
	Iteration 38Q: 3 clusters Score -857293.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -857366.875000 Penalty: 4526.809570
	Iteration 39Q: 3 clusters Score -857366.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -857446.125000 Penalty: 4526.809570
	Iteration 40F: 3 clusters Score -857446.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -857517.750000 Penalty: 4526.809570
	Iteration 41Q: 3 clusters Score -857517.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -857578.125000 Penalty: 4526.809570
	Iteration 42Q: 3 clusters Score -857578.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -857614.937500 Penalty: 4526.809570
	Iteration 43Q: 3 clusters Score -857614.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -857644.375000 Penalty: 4526.809570
	Iteration 44Q: 3 clusters Score -857644.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -857657.375000 Penalty: 4526.809570
	Iteration 45Q: 3 clusters Score -857657.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -857669.250000 Penalty: 4526.809570
	Iteration 46Q: 3 clusters Score -857669.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -857683.562500 Penalty: 4526.809570
	Iteration 47Q: 3 clusters Score -857683.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -857696.437500 Penalty: 4526.809570
	Iteration 48Q: 3 clusters Score -857696.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -857702.437500 Penalty: 4526.809570
	Iteration 49Q: 3 clusters Score -857702.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -857708.000000 Penalty: 4526.809570
	Iteration 50Q: 3 clusters Score -857708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -857712.625000 Penalty: 4526.809570
	Iteration 51Q: 3 clusters Score -857712.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -857716.437500 Penalty: 4526.809570
	Iteration 52Q: 3 clusters Score -857716.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -857718.875000 Penalty: 4526.809570
	Iteration 53Q: 3 clusters Score -857718.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -857717.812500 Penalty: 4526.809570
	Iteration 54Q: 3 clusters Score -857717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -857720.500000 Penalty: 4526.809570
	Iteration 55Q: 3 clusters Score -857720.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -857722.687500 Penalty: 4526.809570
	Iteration 56Q: 3 clusters Score -857722.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -857723.687500 Penalty: 4526.809570
	Iteration 57Q: 3 clusters Score -857723.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -857723.062500 Penalty: 4526.809570
	Iteration 58Q: 3 clusters Score -857723.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -857724.562500 Penalty: 4526.809570
	Iteration 59Q: 3 clusters Score -857724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -857726.875000 Penalty: 4526.809570
	Iteration 60F: 3 clusters Score -857726.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -857725.000000 Penalty: 4526.809570
	Iteration 61Q: 3 clusters Score -857725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -857725.687500 Penalty: 4526.809570
	Iteration 62Q: 3 clusters Score -857725.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -857726.000000 Penalty: 4526.809570
	Iteration 63Q: 3 clusters Score -857726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -857726.000000 Penalty: 4526.809570
	Iteration 64F: 3 clusters Score -857726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Entering Unmasked Estep 
Score: -644744.500000 Penalty: 2189.321045
	Iteration 0F: 2 clusters Score -644744.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -639148.687500 Penalty: 4378.642090
	Iteration 0F: 3 clusters Score -639148.7 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -640528.750000 Penalty: 4378.642090
	Iteration 1F: 3 clusters Score -640528.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -640749.062500 Penalty: 4378.642090
	Iteration 2F: 3 clusters Score -640749.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -640891.562500 Penalty: 4378.642090
	Iteration 3Q: 3 clusters Score -640891.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -640983.812500 Penalty: 4378.642090
	Iteration 4Q: 3 clusters Score -640983.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -641088.562500 Penalty: 4378.642090
	Iteration 5Q: 3 clusters Score -641088.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -641194.750000 Penalty: 4378.642090
	Iteration 6Q: 3 clusters Score -641194.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -641310.437500 Penalty: 4378.642090
	Iteration 7Q: 3 clusters Score -641310.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -641406.375000 Penalty: 4378.642090
	Iteration 8Q: 3 clusters Score -641406.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -641503.687500 Penalty: 4378.642090
	Iteration 9Q: 3 clusters Score -641503.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -641616.812500 Penalty: 4378.642090
	Iteration 10Q: 3 clusters Score -641616.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -641745.250000 Penalty: 4378.642090
	Iteration 11Q: 3 clusters Score -641745.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -641865.062500 Penalty: 4378.642090
	Iteration 12Q: 3 clusters Score -641865.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -641989.250000 Penalty: 4378.642090
	Iteration 13Q: 3 clusters Score -641989.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -642106.812500 Penalty: 4378.642090
	Iteration 14Q: 3 clusters Score -642106.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -642228.375000 Penalty: 4378.642090
	Iteration 15Q: 3 clusters Score -642228.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -642331.625000 Penalty: 4378.642090
	Iteration 16Q: 3 clusters Score -642331.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -642425.687500 Penalty: 4378.642090
	Iteration 17Q: 3 clusters Score -642425.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -642500.687500 Penalty: 4378.642090
	Iteration 18Q: 3 clusters Score -642500.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -642571.250000 Penalty: 4378.642090
	Iteration 19Q: 3 clusters Score -642571.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -642629.375000 Penalty: 4378.642090
	Iteration 20F: 3 clusters Score -642629.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -642680.625000 Penalty: 4378.642090
	Iteration 21Q: 3 clusters Score -642680.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -642722.750000 Penalty: 4378.642090
	Iteration 22Q: 3 clusters Score -642722.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -642752.375000 Penalty: 4378.642090
	Iteration 23Q: 3 clusters Score -642752.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -642769.750000 Penalty: 4378.642090
	Iteration 24Q: 3 clusters Score -642769.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -642780.375000 Penalty: 4378.642090
	Iteration 25Q: 3 clusters Score -642780.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -642789.687500 Penalty: 4378.642090
	Iteration 26Q: 3 clusters Score -642789.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -642798.437500 Penalty: 4378.642090
	Iteration 27Q: 3 clusters Score -642798.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -642809.937500 Penalty: 4378.642090
	Iteration 28Q: 3 clusters Score -642809.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -642820.312500 Penalty: 4378.642090
	Iteration 29Q: 3 clusters Score -642820.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -642831.562500 Penalty: 4378.642090
	Iteration 30Q: 3 clusters Score -642831.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -642838.125000 Penalty: 4378.642090
	Iteration 31Q: 3 clusters Score -642838.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -642846.937500 Penalty: 4378.642090
	Iteration 32Q: 3 clusters Score -642846.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -642854.687500 Penalty: 4378.642090
	Iteration 33Q: 3 clusters Score -642854.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -642860.562500 Penalty: 4378.642090
	Iteration 34Q: 3 clusters Score -642860.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -642866.187500 Penalty: 4378.642090
	Iteration 35Q: 3 clusters Score -642866.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -642871.312500 Penalty: 4378.642090
	Iteration 36Q: 3 clusters Score -642871.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -642874.500000 Penalty: 4378.642090
	Iteration 37Q: 3 clusters Score -642874.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -642878.187500 Penalty: 4378.642090
	Iteration 38Q: 3 clusters Score -642878.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -642879.375000 Penalty: 4378.642090
	Iteration 39Q: 3 clusters Score -642879.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -642881.437500 Penalty: 4378.642090
	Iteration 40F: 3 clusters Score -642881.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -642880.562500 Penalty: 4378.642090
	Iteration 41Q: 3 clusters Score -642880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -642882.750000 Penalty: 4378.642090
	Iteration 42Q: 3 clusters Score -642882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -642881.625000 Penalty: 4378.642090
	Iteration 43Q: 3 clusters Score -642881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -642882.062500 Penalty: 4378.642090
	Iteration 44Q: 3 clusters Score -642882.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -642883.250000 Penalty: 4378.642090
	Iteration 45Q: 3 clusters Score -642883.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -642883.687500 Penalty: 4378.642090
	Iteration 46Q: 3 clusters Score -642883.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -642884.625000 Penalty: 4378.642090
	Iteration 47Q: 3 clusters Score -642884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -642883.187500 Penalty: 4378.642090
	Iteration 48Q: 3 clusters Score -642883.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -642883.187500 Penalty: 4378.642090
	Iteration 49F: 3 clusters Score -642883.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Entering Unmasked Estep 
Score: -774579.312500 Penalty: 2234.797119
	Iteration 0F: 2 clusters Score -774579.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -768074.812500 Penalty: 4469.594238
	Iteration 0F: 3 clusters Score -768074.8 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -769924.687500 Penalty: 4469.594238
	Iteration 1F: 3 clusters Score -769924.7 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -770260.062500 Penalty: 4469.594238
	Iteration 2F: 3 clusters Score -770260.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -770480.312500 Penalty: 4469.594238
	Iteration 3F: 3 clusters Score -770480.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -770666.750000 Penalty: 4469.594238
	Iteration 4Q: 3 clusters Score -770666.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -770823.125000 Penalty: 4469.594238
	Iteration 5Q: 3 clusters Score -770823.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -770973.687500 Penalty: 4469.594238
	Iteration 6Q: 3 clusters Score -770973.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -771122.500000 Penalty: 4469.594238
	Iteration 7Q: 3 clusters Score -771122.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -771258.562500 Penalty: 4469.594238
	Iteration 8Q: 3 clusters Score -771258.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -771395.687500 Penalty: 4469.594238
	Iteration 9Q: 3 clusters Score -771395.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -771547.812500 Penalty: 4469.594238
	Iteration 10Q: 3 clusters Score -771547.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -771711.250000 Penalty: 4469.594238
	Iteration 11Q: 3 clusters Score -771711.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -771863.375000 Penalty: 4469.594238
	Iteration 12Q: 3 clusters Score -771863.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -772013.562500 Penalty: 4469.594238
	Iteration 13Q: 3 clusters Score -772013.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -772136.187500 Penalty: 4469.594238
	Iteration 14Q: 3 clusters Score -772136.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -772260.687500 Penalty: 4469.594238
	Iteration 15Q: 3 clusters Score -772260.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -772354.500000 Penalty: 4469.594238
	Iteration 16Q: 3 clusters Score -772354.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -772446.312500 Penalty: 4469.594238
	Iteration 17Q: 3 clusters Score -772446.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -772506.187500 Penalty: 4469.594238
	Iteration 18Q: 3 clusters Score -772506.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -772544.250000 Penalty: 4469.594238
	Iteration 19Q: 3 clusters Score -772544.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -772571.437500 Penalty: 4469.594238
	Iteration 20F: 3 clusters Score -772571.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -772592.812500 Penalty: 4469.594238
	Iteration 21Q: 3 clusters Score -772592.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -772606.437500 Penalty: 4469.594238
	Iteration 22Q: 3 clusters Score -772606.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -772617.250000 Penalty: 4469.594238
	Iteration 23Q: 3 clusters Score -772617.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -772624.062500 Penalty: 4469.594238
	Iteration 24Q: 3 clusters Score -772624.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -772632.937500 Penalty: 4469.594238
	Iteration 25Q: 3 clusters Score -772632.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -772638.062500 Penalty: 4469.594238
	Iteration 26Q: 3 clusters Score -772638.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -772642.562500 Penalty: 4469.594238
	Iteration 27Q: 3 clusters Score -772642.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -772647.812500 Penalty: 4469.594238
	Iteration 28Q: 3 clusters Score -772647.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -772655.750000 Penalty: 4469.594238
	Iteration 29Q: 3 clusters Score -772655.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -772657.062500 Penalty: 4469.594238
	Iteration 30Q: 3 clusters Score -772657.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -772658.750000 Penalty: 4469.594238
	Iteration 31Q: 3 clusters Score -772658.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -772664.750000 Penalty: 4469.594238
	Iteration 32Q: 3 clusters Score -772664.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -772670.187500 Penalty: 4469.594238
	Iteration 33Q: 3 clusters Score -772670.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -772675.312500 Penalty: 4469.594238
	Iteration 34Q: 3 clusters Score -772675.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -772676.750000 Penalty: 4469.594238
	Iteration 35Q: 3 clusters Score -772676.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -772678.437500 Penalty: 4469.594238
	Iteration 36Q: 3 clusters Score -772678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -772679.625000 Penalty: 4469.594238
	Iteration 37Q: 3 clusters Score -772679.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -772679.625000 Penalty: 4469.594238
	Iteration 38F: 3 clusters Score -772679.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9792 members 
Mstep: Class 5 contains 15219 members 
Mstep: Class 6 contains 101269 members 
Mstep: Class 7 contains 8053 members 
Mstep: Class 8 contains 223380 members 
Mstep: Class 9 contains 97131 members 
Mstep: Class 10 contains 10529 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12523 members 
Mstep: Class 14 contains 305957 members 
Mstep: Class 15 contains 217212 members 
Mstep: Class 16 contains 11147 members 
Mstep: Class 17 contains 13006 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6906 members 
Mstep: Class 20 contains 62969 members 
Mstep: Class 21 contains 127918 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12944 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11793 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12369 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 9197 members 
Mstep: Class 34 contains 6822 members 
Mstep: Class 35 contains 8195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713776.000000 Penalty: 124380.453125
Iteration 319Q: 36 clusters Score -1.577138e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9793 members 
Mstep: Class 5 contains 15218 members 
Mstep: Class 6 contains 101268 members 
Mstep: Class 7 contains 8051 members 
Mstep: Class 8 contains 223379 members 
Mstep: Class 9 contains 97131 members 
Mstep: Class 10 contains 10520 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12524 members 
Mstep: Class 14 contains 305955 members 
Mstep: Class 15 contains 217203 members 
Mstep: Class 16 contains 11156 members 
Mstep: Class 17 contains 13005 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62969 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12941 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11793 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12372 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 9193 members 
Mstep: Class 34 contains 6830 members 
Mstep: Class 35 contains 8204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713712.000000 Penalty: 124380.453125
Iteration 320F: 36 clusters Score -1.577137e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9791 members 
Mstep: Class 5 contains 15219 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 8048 members 
Mstep: Class 8 contains 223379 members 
Mstep: Class 9 contains 97133 members 
Mstep: Class 10 contains 10514 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12523 members 
Mstep: Class 14 contains 305952 members 
Mstep: Class 15 contains 217203 members 
Mstep: Class 16 contains 11167 members 
Mstep: Class 17 contains 13005 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62969 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12934 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11795 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12375 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 9189 members 
Mstep: Class 34 contains 6830 members 
Mstep: Class 35 contains 8212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713744.000000 Penalty: 124380.453125
Iteration 321Q: 36 clusters Score -1.577137e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9790 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 8046 members 
Mstep: Class 8 contains 223379 members 
Mstep: Class 9 contains 97130 members 
Mstep: Class 10 contains 10506 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12523 members 
Mstep: Class 14 contains 305952 members 
Mstep: Class 15 contains 217202 members 
Mstep: Class 16 contains 11170 members 
Mstep: Class 17 contains 13006 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62969 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12930 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11796 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12376 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 9187 members 
Mstep: Class 34 contains 6834 members 
Mstep: Class 35 contains 8222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713728.000000 Penalty: 124380.453125
Iteration 322Q: 36 clusters Score -1.577137e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9787 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 8043 members 
Mstep: Class 8 contains 223379 members 
Mstep: Class 9 contains 97130 members 
Mstep: Class 10 contains 10505 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12524 members 
Mstep: Class 14 contains 305948 members 
Mstep: Class 15 contains 217202 members 
Mstep: Class 16 contains 11171 members 
Mstep: Class 17 contains 13006 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62969 members 
Mstep: Class 21 contains 127920 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12928 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11796 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12377 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 9183 members 
Mstep: Class 34 contains 6841 members 
Mstep: Class 35 contains 8230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713664.000000 Penalty: 124380.453125
Iteration 323Q: 36 clusters Score -1.577137e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9785 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 223381 members 
Mstep: Class 9 contains 97127 members 
Mstep: Class 10 contains 10506 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12524 members 
Mstep: Class 14 contains 305948 members 
Mstep: Class 15 contains 217199 members 
Mstep: Class 16 contains 11171 members 
Mstep: Class 17 contains 13004 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62969 members 
Mstep: Class 21 contains 127922 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12925 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11797 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12380 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 9180 members 
Mstep: Class 34 contains 6845 members 
Mstep: Class 35 contains 8236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713840.000000 Penalty: 124380.453125
Iteration 324Q: 36 clusters Score -1.577138e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9786 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 223379 members 
Mstep: Class 9 contains 97129 members 
Mstep: Class 10 contains 10498 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12524 members 
Mstep: Class 14 contains 305948 members 
Mstep: Class 15 contains 217197 members 
Mstep: Class 16 contains 11173 members 
Mstep: Class 17 contains 13003 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62969 members 
Mstep: Class 21 contains 127922 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12922 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11798 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12382 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 9178 members 
Mstep: Class 34 contains 6852 members 
Mstep: Class 35 contains 8240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713792.000000 Penalty: 124380.453125
Iteration 325Q: 36 clusters Score -1.577138e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9784 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 8042 members 
Mstep: Class 8 contains 223378 members 
Mstep: Class 9 contains 97134 members 
Mstep: Class 10 contains 10491 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12521 members 
Mstep: Class 14 contains 305948 members 
Mstep: Class 15 contains 217195 members 
Mstep: Class 16 contains 11177 members 
Mstep: Class 17 contains 13003 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62970 members 
Mstep: Class 21 contains 127921 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12914 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11799 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12385 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 9178 members 
Mstep: Class 34 contains 6853 members 
Mstep: Class 35 contains 8248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713760.000000 Penalty: 124380.453125
Iteration 326Q: 36 clusters Score -1.577138e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9785 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 223376 members 
Mstep: Class 9 contains 97140 members 
Mstep: Class 10 contains 10483 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12519 members 
Mstep: Class 14 contains 305941 members 
Mstep: Class 15 contains 217198 members 
Mstep: Class 16 contains 11181 members 
Mstep: Class 17 contains 13002 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62970 members 
Mstep: Class 21 contains 127920 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12908 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11802 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12388 members 
Mstep: Class 32 contains 6848 members 
Mstep: Class 33 contains 9178 members 
Mstep: Class 34 contains 6854 members 
Mstep: Class 35 contains 8256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713760.000000 Penalty: 124380.453125
Iteration 327Q: 36 clusters Score -1.577138e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 223377 members 
Mstep: Class 9 contains 97139 members 
Mstep: Class 10 contains 10479 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12518 members 
Mstep: Class 14 contains 305942 members 
Mstep: Class 15 contains 217197 members 
Mstep: Class 16 contains 11185 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62970 members 
Mstep: Class 21 contains 127921 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12901 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11803 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12393 members 
Mstep: Class 32 contains 6848 members 
Mstep: Class 33 contains 9177 members 
Mstep: Class 34 contains 6855 members 
Mstep: Class 35 contains 8259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713824.000000 Penalty: 124380.453125
Iteration 328Q: 36 clusters Score -1.577138e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101266 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 223376 members 
Mstep: Class 9 contains 97139 members 
Mstep: Class 10 contains 10474 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12515 members 
Mstep: Class 14 contains 305936 members 
Mstep: Class 15 contains 217198 members 
Mstep: Class 16 contains 11190 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62970 members 
Mstep: Class 21 contains 127921 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12895 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11804 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12399 members 
Mstep: Class 32 contains 6848 members 
Mstep: Class 33 contains 9179 members 
Mstep: Class 34 contains 6856 members 
Mstep: Class 35 contains 8264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713824.000000 Penalty: 124380.453125
Iteration 329Q: 36 clusters Score -1.577138e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101266 members 
Mstep: Class 7 contains 8040 members 
Mstep: Class 8 contains 223375 members 
Mstep: Class 9 contains 97140 members 
Mstep: Class 10 contains 10468 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12507 members 
Mstep: Class 14 contains 305933 members 
Mstep: Class 15 contains 217199 members 
Mstep: Class 16 contains 11197 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62970 members 
Mstep: Class 21 contains 127921 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12889 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11805 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12402 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 9184 members 
Mstep: Class 34 contains 6856 members 
Mstep: Class 35 contains 8270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713856.000000 Penalty: 124380.453125
Iteration 330Q: 36 clusters Score -1.577139e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101265 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 223375 members 
Mstep: Class 9 contains 97141 members 
Mstep: Class 10 contains 10463 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12505 members 
Mstep: Class 14 contains 305929 members 
Mstep: Class 15 contains 217198 members 
Mstep: Class 16 contains 11209 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62969 members 
Mstep: Class 21 contains 127921 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12879 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11805 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12407 members 
Mstep: Class 32 contains 6850 members 
Mstep: Class 33 contains 9182 members 
Mstep: Class 34 contains 6856 members 
Mstep: Class 35 contains 8274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713840.000000 Penalty: 124380.453125
Iteration 331Q: 36 clusters Score -1.577138e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9782 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 223375 members 
Mstep: Class 9 contains 97142 members 
Mstep: Class 10 contains 10462 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12508 members 
Mstep: Class 14 contains 305922 members 
Mstep: Class 15 contains 217197 members 
Mstep: Class 16 contains 11217 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62968 members 
Mstep: Class 21 contains 127921 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12873 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15941 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11805 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12410 members 
Mstep: Class 32 contains 6851 members 
Mstep: Class 33 contains 9182 members 
Mstep: Class 34 contains 6857 members 
Mstep: Class 35 contains 8275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713856.000000 Penalty: 124380.453125
Iteration 332Q: 36 clusters Score -1.577139e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9782 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 223372 members 
Mstep: Class 9 contains 97142 members 
Mstep: Class 10 contains 10460 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12510 members 
Mstep: Class 14 contains 305924 members 
Mstep: Class 15 contains 217197 members 
Mstep: Class 16 contains 11224 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62964 members 
Mstep: Class 21 contains 127922 members 
Mstep: Class 22 contains 6266 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12863 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11805 members 
Mstep: Class 30 contains 7168 members 
Mstep: Class 31 contains 12410 members 
Mstep: Class 32 contains 6854 members 
Mstep: Class 33 contains 9182 members 
Mstep: Class 34 contains 6858 members 
Mstep: Class 35 contains 8276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713872.000000 Penalty: 124380.453125
Iteration 333Q: 36 clusters Score -1.577139e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9781 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8040 members 
Mstep: Class 8 contains 223371 members 
Mstep: Class 9 contains 97143 members 
Mstep: Class 10 contains 10460 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12509 members 
Mstep: Class 14 contains 305930 members 
Mstep: Class 15 contains 217194 members 
Mstep: Class 16 contains 11231 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62961 members 
Mstep: Class 21 contains 127922 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12853 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11804 members 
Mstep: Class 30 contains 7168 members 
Mstep: Class 31 contains 12410 members 
Mstep: Class 32 contains 6856 members 
Mstep: Class 33 contains 9182 members 
Mstep: Class 34 contains 6858 members 
Mstep: Class 35 contains 8278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713984.000000 Penalty: 124380.453125
Iteration 334Q: 36 clusters Score -1.57714e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9779 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8039 members 
Mstep: Class 8 contains 223371 members 
Mstep: Class 9 contains 97145 members 
Mstep: Class 10 contains 10459 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12507 members 
Mstep: Class 14 contains 305933 members 
Mstep: Class 15 contains 217192 members 
Mstep: Class 16 contains 11240 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62959 members 
Mstep: Class 21 contains 127922 members 
Mstep: Class 22 contains 6268 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12843 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11806 members 
Mstep: Class 30 contains 7168 members 
Mstep: Class 31 contains 12411 members 
Mstep: Class 32 contains 6858 members 
Mstep: Class 33 contains 9181 members 
Mstep: Class 34 contains 6858 members 
Mstep: Class 35 contains 8279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713984.000000 Penalty: 124380.453125
Iteration 335Q: 36 clusters Score -1.57714e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9777 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8039 members 
Mstep: Class 8 contains 223370 members 
Mstep: Class 9 contains 97146 members 
Mstep: Class 10 contains 10459 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12506 members 
Mstep: Class 14 contains 305933 members 
Mstep: Class 15 contains 217189 members 
Mstep: Class 16 contains 11246 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62956 members 
Mstep: Class 21 contains 127922 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12837 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11808 members 
Mstep: Class 30 contains 7168 members 
Mstep: Class 31 contains 12413 members 
Mstep: Class 32 contains 6860 members 
Mstep: Class 33 contains 9182 members 
Mstep: Class 34 contains 6858 members 
Mstep: Class 35 contains 8282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714048.000000 Penalty: 124380.453125
Iteration 336Q: 36 clusters Score -1.57714e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9773 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223370 members 
Mstep: Class 9 contains 97145 members 
Mstep: Class 10 contains 10457 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12505 members 
Mstep: Class 14 contains 305935 members 
Mstep: Class 15 contains 217187 members 
Mstep: Class 16 contains 11252 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 17663 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62952 members 
Mstep: Class 21 contains 127922 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12834 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11811 members 
Mstep: Class 30 contains 7168 members 
Mstep: Class 31 contains 12415 members 
Mstep: Class 32 contains 6863 members 
Mstep: Class 33 contains 9184 members 
Mstep: Class 34 contains 6858 members 
Mstep: Class 35 contains 8283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714016.000000 Penalty: 124380.453125
Iteration 337Q: 36 clusters Score -1.57714e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9773 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8040 members 
Mstep: Class 8 contains 223370 members 
Mstep: Class 9 contains 97145 members 
Mstep: Class 10 contains 10453 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12503 members 
Mstep: Class 14 contains 305936 members 
Mstep: Class 15 contains 217186 members 
Mstep: Class 16 contains 11255 members 
Mstep: Class 17 contains 12999 members 
Mstep: Class 18 contains 17663 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 62950 members 
Mstep: Class 21 contains 127922 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12830 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11812 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12415 members 
Mstep: Class 32 contains 6864 members 
Mstep: Class 33 contains 9188 members 
Mstep: Class 34 contains 6858 members 
Mstep: Class 35 contains 8286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714032.000000 Penalty: 124380.453125
Iteration 338Q: 36 clusters Score -1.57714e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9772 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8040 members 
Mstep: Class 8 contains 223370 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10447 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12500 members 
Mstep: Class 14 contains 305938 members 
Mstep: Class 15 contains 217186 members 
Mstep: Class 16 contains 11258 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 17664 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62950 members 
Mstep: Class 21 contains 127921 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12415 members 
Mstep: Class 32 contains 6864 members 
Mstep: Class 33 contains 9189 members 
Mstep: Class 34 contains 6858 members 
Mstep: Class 35 contains 8288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714032.000000 Penalty: 124380.453125
Iteration 339Q: 36 clusters Score -1.57714e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9772 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8039 members 
Mstep: Class 8 contains 223370 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10439 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12497 members 
Mstep: Class 14 contains 305938 members 
Mstep: Class 15 contains 217188 members 
Mstep: Class 16 contains 11262 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 17664 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62950 members 
Mstep: Class 21 contains 127921 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12825 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11817 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12414 members 
Mstep: Class 32 contains 6864 members 
Mstep: Class 33 contains 9192 members 
Mstep: Class 34 contains 6858 members 
Mstep: Class 35 contains 8292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713984.000000 Penalty: 124380.453125
Iteration 340F: 36 clusters Score -1.57714e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9773 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223370 members 
Mstep: Class 9 contains 97149 members 
Mstep: Class 10 contains 10429 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12495 members 
Mstep: Class 14 contains 305938 members 
Mstep: Class 15 contains 217189 members 
Mstep: Class 16 contains 11264 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 17664 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62950 members 
Mstep: Class 21 contains 127920 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11820 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12414 members 
Mstep: Class 32 contains 6864 members 
Mstep: Class 33 contains 9195 members 
Mstep: Class 34 contains 6859 members 
Mstep: Class 35 contains 8294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713840.000000 Penalty: 124380.453125
Iteration 341Q: 36 clusters Score -1.577138e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9768 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223371 members 
Mstep: Class 9 contains 97150 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12495 members 
Mstep: Class 14 contains 305935 members 
Mstep: Class 15 contains 217188 members 
Mstep: Class 16 contains 11265 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 17664 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62949 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11825 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12414 members 
Mstep: Class 32 contains 6864 members 
Mstep: Class 33 contains 9200 members 
Mstep: Class 34 contains 6862 members 
Mstep: Class 35 contains 8299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713904.000000 Penalty: 124380.453125
Iteration 342Q: 36 clusters Score -1.577139e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223371 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10414 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12496 members 
Mstep: Class 14 contains 305938 members 
Mstep: Class 15 contains 217186 members 
Mstep: Class 16 contains 11265 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 17664 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11827 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12414 members 
Mstep: Class 32 contains 6865 members 
Mstep: Class 33 contains 9201 members 
Mstep: Class 34 contains 6866 members 
Mstep: Class 35 contains 8301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713872.000000 Penalty: 124380.453125
Iteration 343Q: 36 clusters Score -1.577139e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9765 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223371 members 
Mstep: Class 9 contains 97146 members 
Mstep: Class 10 contains 10409 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12496 members 
Mstep: Class 14 contains 305935 members 
Mstep: Class 15 contains 217183 members 
Mstep: Class 16 contains 11266 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 17664 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11829 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12416 members 
Mstep: Class 32 contains 6866 members 
Mstep: Class 33 contains 9201 members 
Mstep: Class 34 contains 6870 members 
Mstep: Class 35 contains 8305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713984.000000 Penalty: 124380.453125
Iteration 344Q: 36 clusters Score -1.57714e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9763 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223371 members 
Mstep: Class 9 contains 97146 members 
Mstep: Class 10 contains 10403 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12495 members 
Mstep: Class 14 contains 305936 members 
Mstep: Class 15 contains 217183 members 
Mstep: Class 16 contains 11267 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 17664 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62947 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11832 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12417 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 9201 members 
Mstep: Class 34 contains 6871 members 
Mstep: Class 35 contains 8306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713984.000000 Penalty: 124380.453125
Iteration 345Q: 36 clusters Score -1.57714e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9762 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223371 members 
Mstep: Class 9 contains 97146 members 
Mstep: Class 10 contains 10402 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12494 members 
Mstep: Class 14 contains 305936 members 
Mstep: Class 15 contains 217182 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 17664 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62947 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11832 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12418 members 
Mstep: Class 32 contains 6868 members 
Mstep: Class 33 contains 9200 members 
Mstep: Class 34 contains 6872 members 
Mstep: Class 35 contains 8307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713984.000000 Penalty: 124380.453125
Iteration 346Q: 36 clusters Score -1.57714e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9762 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223371 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10401 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12493 members 
Mstep: Class 14 contains 305938 members 
Mstep: Class 15 contains 217178 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 17664 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11833 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12420 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 9198 members 
Mstep: Class 34 contains 6873 members 
Mstep: Class 35 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714016.000000 Penalty: 124380.453125
Iteration 347Q: 36 clusters Score -1.57714e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9762 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223371 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10396 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12492 members 
Mstep: Class 14 contains 305941 members 
Mstep: Class 15 contains 217178 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 17664 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11834 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12420 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 9200 members 
Mstep: Class 34 contains 6873 members 
Mstep: Class 35 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714048.000000 Penalty: 124380.453125
Iteration 348Q: 36 clusters Score -1.57714e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9762 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223371 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10396 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12489 members 
Mstep: Class 14 contains 305942 members 
Mstep: Class 15 contains 217177 members 
Mstep: Class 16 contains 11270 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 17664 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11834 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12421 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 9201 members 
Mstep: Class 34 contains 6873 members 
Mstep: Class 35 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714048.000000 Penalty: 124380.453125
Iteration 349Q: 36 clusters Score -1.57714e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9762 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223371 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10396 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12489 members 
Mstep: Class 14 contains 305943 members 
Mstep: Class 15 contains 217176 members 
Mstep: Class 16 contains 11270 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11834 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12422 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 9199 members 
Mstep: Class 34 contains 6873 members 
Mstep: Class 35 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714112.000000 Penalty: 124380.453125
Iteration 350Q: 36 clusters Score -1.577141e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9762 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223370 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10396 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12489 members 
Mstep: Class 14 contains 305944 members 
Mstep: Class 15 contains 217176 members 
Mstep: Class 16 contains 11270 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11834 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12425 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 9196 members 
Mstep: Class 34 contains 6873 members 
Mstep: Class 35 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714112.000000 Penalty: 124380.453125
Iteration 351Q: 36 clusters Score -1.577141e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9762 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101263 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223369 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10396 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12488 members 
Mstep: Class 14 contains 305945 members 
Mstep: Class 15 contains 217174 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11834 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12430 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 9195 members 
Mstep: Class 34 contains 6873 members 
Mstep: Class 35 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714112.000000 Penalty: 124380.453125
Iteration 352Q: 36 clusters Score -1.577141e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9762 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101262 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223369 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10396 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12488 members 
Mstep: Class 14 contains 305945 members 
Mstep: Class 15 contains 217173 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11834 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 9192 members 
Mstep: Class 34 contains 6873 members 
Mstep: Class 35 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714208.000000 Penalty: 124380.453125
Iteration 353Q: 36 clusters Score -1.577142e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9760 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101262 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223369 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10396 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12488 members 
Mstep: Class 14 contains 305944 members 
Mstep: Class 15 contains 217174 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11834 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12435 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 9190 members 
Mstep: Class 34 contains 6873 members 
Mstep: Class 35 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714144.000000 Penalty: 124380.453125
Iteration 354Q: 36 clusters Score -1.577141e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9758 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101261 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223369 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10396 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12487 members 
Mstep: Class 14 contains 305942 members 
Mstep: Class 15 contains 217175 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11834 members 
Mstep: Class 30 contains 7168 members 
Mstep: Class 31 contains 12435 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 9192 members 
Mstep: Class 34 contains 6873 members 
Mstep: Class 35 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714208.000000 Penalty: 124380.453125
Iteration 355Q: 36 clusters Score -1.577142e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9757 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101261 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223369 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10396 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12487 members 
Mstep: Class 14 contains 305941 members 
Mstep: Class 15 contains 217174 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15543 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12825 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11835 members 
Mstep: Class 30 contains 7168 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 6873 members 
Mstep: Class 35 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714224.000000 Penalty: 124380.453125
Iteration 356Q: 36 clusters Score -1.577142e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9758 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101261 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223370 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10395 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12487 members 
Mstep: Class 14 contains 305941 members 
Mstep: Class 15 contains 217172 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11837 members 
Mstep: Class 30 contains 7168 members 
Mstep: Class 31 contains 12432 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 6873 members 
Mstep: Class 35 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714240.000000 Penalty: 124380.453125
Iteration 357Q: 36 clusters Score -1.577142e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9757 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101261 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223371 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10394 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12487 members 
Mstep: Class 14 contains 305940 members 
Mstep: Class 15 contains 217172 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11839 members 
Mstep: Class 30 contains 7168 members 
Mstep: Class 31 contains 12433 members 
Mstep: Class 32 contains 6867 members 
Mstep: Class 33 contains 9194 members 
Mstep: Class 34 contains 6873 members 
Mstep: Class 35 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714240.000000 Penalty: 124380.453125
Iteration 358Q: 36 clusters Score -1.577142e+08 nChanged 4
Entering ConstructFrom: 
Score: -157714240.000000 Penalty: 124380.453125
Entering ConstructFrom: 
Trying to split cluster 1 (24024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Entering Unmasked Estep 
Score: -2153464.000000 Penalty: 2501.528320
	Iteration 0F: 2 clusters Score -2153464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2136751.000000 Penalty: 5003.056641
	Iteration 0F: 3 clusters Score -2136751 nChanged 10830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2142781.750000 Penalty: 5003.056641
	Iteration 1F: 3 clusters Score -2142782 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2143467.500000 Penalty: 5003.056641
	Iteration 2F: 3 clusters Score -2143468 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2144185.000000 Penalty: 5003.056641
	Iteration 3F: 3 clusters Score -2144185 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2144879.500000 Penalty: 5003.056641
	Iteration 4F: 3 clusters Score -2144880 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2145628.250000 Penalty: 5003.056641
	Iteration 5F: 3 clusters Score -2145628 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2146389.250000 Penalty: 5003.056641
	Iteration 6F: 3 clusters Score -2146389 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2147155.750000 Penalty: 5003.056641
	Iteration 7F: 3 clusters Score -2147156 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2148033.000000 Penalty: 5003.056641
	Iteration 8Q: 3 clusters Score -2148033 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2148893.000000 Penalty: 5003.056641
	Iteration 9Q: 3 clusters Score -2148893 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2149713.750000 Penalty: 5003.056641
	Iteration 10Q: 3 clusters Score -2149714 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2150457.000000 Penalty: 5003.056641
	Iteration 11Q: 3 clusters Score -2150457 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2150977.500000 Penalty: 5003.056641
	Iteration 12Q: 3 clusters Score -2150978 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2151316.500000 Penalty: 5003.056641
	Iteration 13Q: 3 clusters Score -2151316 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -2151516.250000 Penalty: 5003.056641
	Iteration 14Q: 3 clusters Score -2151516 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2151647.750000 Penalty: 5003.056641
	Iteration 15Q: 3 clusters Score -2151648 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2151715.750000 Penalty: 5003.056641
	Iteration 16Q: 3 clusters Score -2151716 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -2151758.000000 Penalty: 5003.056641
	Iteration 17Q: 3 clusters Score -2151758 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -2151806.500000 Penalty: 5003.056641
	Iteration 18Q: 3 clusters Score -2151806 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2151842.000000 Penalty: 5003.056641
	Iteration 19Q: 3 clusters Score -2151842 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2151874.250000 Penalty: 5003.056641
	Iteration 20F: 3 clusters Score -2151874 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2151893.750000 Penalty: 5003.056641
	Iteration 21Q: 3 clusters Score -2151894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2151907.000000 Penalty: 5003.056641
	Iteration 22Q: 3 clusters Score -2151907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2151918.250000 Penalty: 5003.056641
	Iteration 23Q: 3 clusters Score -2151918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -2151924.250000 Penalty: 5003.056641
	Iteration 24Q: 3 clusters Score -2151924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2151938.500000 Penalty: 5003.056641
	Iteration 25Q: 3 clusters Score -2151938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2151944.750000 Penalty: 5003.056641
	Iteration 26Q: 3 clusters Score -2151945 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2151951.750000 Penalty: 5003.056641
	Iteration 27Q: 3 clusters Score -2151952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2151965.000000 Penalty: 5003.056641
	Iteration 28Q: 3 clusters Score -2151965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2151976.750000 Penalty: 5003.056641
	Iteration 29Q: 3 clusters Score -2151977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2151986.750000 Penalty: 5003.056641
	Iteration 30Q: 3 clusters Score -2151987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2151996.250000 Penalty: 5003.056641
	Iteration 31Q: 3 clusters Score -2151996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2152002.500000 Penalty: 5003.056641
	Iteration 32Q: 3 clusters Score -2152002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2152014.250000 Penalty: 5003.056641
	Iteration 33Q: 3 clusters Score -2152014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2152025.250000 Penalty: 5003.056641
	Iteration 34Q: 3 clusters Score -2152025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2152033.250000 Penalty: 5003.056641
	Iteration 35Q: 3 clusters Score -2152033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2152040.250000 Penalty: 5003.056641
	Iteration 36Q: 3 clusters Score -2152040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -2152050.250000 Penalty: 5003.056641
	Iteration 37Q: 3 clusters Score -2152050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -2152054.250000 Penalty: 5003.056641
	Iteration 38Q: 3 clusters Score -2152054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -2152061.000000 Penalty: 5003.056641
	Iteration 39Q: 3 clusters Score -2152061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -2152060.750000 Penalty: 5003.056641
	Iteration 40F: 3 clusters Score -2152061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2152062.500000 Penalty: 5003.056641
	Iteration 41Q: 3 clusters Score -2152062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -2152070.000000 Penalty: 5003.056641
	Iteration 42Q: 3 clusters Score -2152070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2152069.500000 Penalty: 5003.056641
	Iteration 43Q: 3 clusters Score -2152070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -2152075.250000 Penalty: 5003.056641
	Iteration 44Q: 3 clusters Score -2152075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2152079.500000 Penalty: 5003.056641
	Iteration 45Q: 3 clusters Score -2152080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -2152081.750000 Penalty: 5003.056641
	Iteration 46Q: 3 clusters Score -2152082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2152088.000000 Penalty: 5003.056641
	Iteration 47Q: 3 clusters Score -2152088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2152089.750000 Penalty: 5003.056641
	Iteration 48Q: 3 clusters Score -2152090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -2152090.000000 Penalty: 5003.056641
	Iteration 49Q: 3 clusters Score -2152090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -2152089.750000 Penalty: 5003.056641
	Iteration 50Q: 3 clusters Score -2152090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -2152088.000000 Penalty: 5003.056641
	Iteration 51Q: 3 clusters Score -2152088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -2152089.250000 Penalty: 5003.056641
	Iteration 52Q: 3 clusters Score -2152089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -2152093.000000 Penalty: 5003.056641
	Iteration 53Q: 3 clusters Score -2152093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2152096.000000 Penalty: 5003.056641
	Iteration 54Q: 3 clusters Score -2152096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -2152095.000000 Penalty: 5003.056641
	Iteration 55Q: 3 clusters Score -2152095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2152094.500000 Penalty: 5003.056641
	Iteration 56Q: 3 clusters Score -2152094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2152094.250000 Penalty: 5003.056641
	Iteration 57Q: 3 clusters Score -2152094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -2152095.500000 Penalty: 5003.056641
	Iteration 58Q: 3 clusters Score -2152096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -2152094.250000 Penalty: 5003.056641
	Iteration 59Q: 3 clusters Score -2152094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2152097.000000 Penalty: 5003.056641
	Iteration 60F: 3 clusters Score -2152097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -2152095.500000 Penalty: 5003.056641
	Iteration 61Q: 3 clusters Score -2152096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -2152095.500000 Penalty: 5003.056641
	Iteration 62F: 3 clusters Score -2152096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Entering Unmasked Estep 
Score: -1104502.500000 Penalty: 2323.863281
	Iteration 0F: 2 clusters Score -1104502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1095743.375000 Penalty: 4647.726562
	Iteration 0F: 3 clusters Score -1095743 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1098453.375000 Penalty: 4647.726562
	Iteration 1F: 3 clusters Score -1098453 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1098822.875000 Penalty: 4647.726562
	Iteration 2F: 3 clusters Score -1098823 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1099171.000000 Penalty: 4647.726562
	Iteration 3F: 3 clusters Score -1099171 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1099618.375000 Penalty: 4647.726562
	Iteration 4F: 3 clusters Score -1099618 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1100244.750000 Penalty: 4647.726562
	Iteration 5F: 3 clusters Score -1100245 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1101007.375000 Penalty: 4647.726562
	Iteration 6F: 3 clusters Score -1101007 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1101820.375000 Penalty: 4647.726562
	Iteration 7F: 3 clusters Score -1101820 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1102558.625000 Penalty: 4647.726562
	Iteration 8F: 3 clusters Score -1102559 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1103060.125000 Penalty: 4647.726562
	Iteration 9F: 3 clusters Score -1103060 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1103410.750000 Penalty: 4647.726562
	Iteration 10Q: 3 clusters Score -1103411 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1103614.500000 Penalty: 4647.726562
	Iteration 11Q: 3 clusters Score -1103614 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1103738.750000 Penalty: 4647.726562
	Iteration 12Q: 3 clusters Score -1103739 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1103810.250000 Penalty: 4647.726562
	Iteration 13Q: 3 clusters Score -1103810 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1103861.375000 Penalty: 4647.726562
	Iteration 14Q: 3 clusters Score -1103861 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1103907.000000 Penalty: 4647.726562
	Iteration 15Q: 3 clusters Score -1103907 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1103926.250000 Penalty: 4647.726562
	Iteration 16Q: 3 clusters Score -1103926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1103939.000000 Penalty: 4647.726562
	Iteration 17Q: 3 clusters Score -1103939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1103952.375000 Penalty: 4647.726562
	Iteration 18Q: 3 clusters Score -1103952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1103963.000000 Penalty: 4647.726562
	Iteration 19Q: 3 clusters Score -1103963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1103975.000000 Penalty: 4647.726562
	Iteration 20F: 3 clusters Score -1103975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1103980.750000 Penalty: 4647.726562
	Iteration 21Q: 3 clusters Score -1103981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1103988.750000 Penalty: 4647.726562
	Iteration 22Q: 3 clusters Score -1103989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1103994.625000 Penalty: 4647.726562
	Iteration 23Q: 3 clusters Score -1103995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1103999.250000 Penalty: 4647.726562
	Iteration 24Q: 3 clusters Score -1103999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1104001.375000 Penalty: 4647.726562
	Iteration 25Q: 3 clusters Score -1104001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1104005.125000 Penalty: 4647.726562
	Iteration 26Q: 3 clusters Score -1104005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1104006.750000 Penalty: 4647.726562
	Iteration 27Q: 3 clusters Score -1104007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1104008.625000 Penalty: 4647.726562
	Iteration 28Q: 3 clusters Score -1104009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1104009.625000 Penalty: 4647.726562
	Iteration 29Q: 3 clusters Score -1104010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1104007.750000 Penalty: 4647.726562
	Iteration 30Q: 3 clusters Score -1104008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1104007.750000 Penalty: 4647.726562
	Iteration 31F: 3 clusters Score -1104008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Entering Unmasked Estep 
Score: -2174530.750000 Penalty: 2484.977295
	Iteration 0F: 2 clusters Score -2174531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2158900.250000 Penalty: 4969.954590
	Iteration 0F: 3 clusters Score -2158900 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2164449.750000 Penalty: 4969.954590
	Iteration 1F: 3 clusters Score -2164450 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2165052.000000 Penalty: 4969.954590
	Iteration 2F: 3 clusters Score -2165052 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2165673.250000 Penalty: 4969.954590
	Iteration 3F: 3 clusters Score -2165673 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2166383.750000 Penalty: 4969.954590
	Iteration 4F: 3 clusters Score -2166384 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2167338.000000 Penalty: 4969.954590
	Iteration 5F: 3 clusters Score -2167338 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2168612.750000 Penalty: 4969.954590
	Iteration 6F: 3 clusters Score -2168613 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2169948.750000 Penalty: 4969.954590
	Iteration 7F: 3 clusters Score -2169949 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2171049.250000 Penalty: 4969.954590
	Iteration 8F: 3 clusters Score -2171049 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2171951.500000 Penalty: 4969.954590
	Iteration 9Q: 3 clusters Score -2171952 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2172574.750000 Penalty: 4969.954590
	Iteration 10Q: 3 clusters Score -2172575 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2172973.750000 Penalty: 4969.954590
	Iteration 11Q: 3 clusters Score -2172974 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2173211.000000 Penalty: 4969.954590
	Iteration 12Q: 3 clusters Score -2173211 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2173341.000000 Penalty: 4969.954590
	Iteration 13Q: 3 clusters Score -2173341 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2173436.500000 Penalty: 4969.954590
	Iteration 14Q: 3 clusters Score -2173436 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2173490.750000 Penalty: 4969.954590
	Iteration 15Q: 3 clusters Score -2173491 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2173538.750000 Penalty: 4969.954590
	Iteration 16Q: 3 clusters Score -2173539 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2173591.000000 Penalty: 4969.954590
	Iteration 17Q: 3 clusters Score -2173591 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2173624.500000 Penalty: 4969.954590
	Iteration 18Q: 3 clusters Score -2173624 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2173673.250000 Penalty: 4969.954590
	Iteration 19Q: 3 clusters Score -2173673 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2173705.750000 Penalty: 4969.954590
	Iteration 20F: 3 clusters Score -2173706 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2173728.000000 Penalty: 4969.954590
	Iteration 21Q: 3 clusters Score -2173728 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2173763.500000 Penalty: 4969.954590
	Iteration 22Q: 3 clusters Score -2173764 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2173785.750000 Penalty: 4969.954590
	Iteration 23Q: 3 clusters Score -2173786 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2173796.750000 Penalty: 4969.954590
	Iteration 24Q: 3 clusters Score -2173797 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2173822.000000 Penalty: 4969.954590
	Iteration 25Q: 3 clusters Score -2173822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2173843.500000 Penalty: 4969.954590
	Iteration 26Q: 3 clusters Score -2173844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2173853.500000 Penalty: 4969.954590
	Iteration 27Q: 3 clusters Score -2173854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2173869.750000 Penalty: 4969.954590
	Iteration 28Q: 3 clusters Score -2173870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2173883.500000 Penalty: 4969.954590
	Iteration 29Q: 3 clusters Score -2173884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2173891.750000 Penalty: 4969.954590
	Iteration 30Q: 3 clusters Score -2173892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2173894.750000 Penalty: 4969.954590
	Iteration 31Q: 3 clusters Score -2173895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2173897.250000 Penalty: 4969.954590
	Iteration 32Q: 3 clusters Score -2173897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2173896.000000 Penalty: 4969.954590
	Iteration 33Q: 3 clusters Score -2173896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2173896.750000 Penalty: 4969.954590
	Iteration 34Q: 3 clusters Score -2173897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2173900.000000 Penalty: 4969.954590
	Iteration 35Q: 3 clusters Score -2173900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2173902.500000 Penalty: 4969.954590
	Iteration 36Q: 3 clusters Score -2173902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2173901.000000 Penalty: 4969.954590
	Iteration 37Q: 3 clusters Score -2173901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2173897.000000 Penalty: 4969.954590
	Iteration 38Q: 3 clusters Score -2173897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2173898.750000 Penalty: 4969.954590
	Iteration 39Q: 3 clusters Score -2173899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2173902.500000 Penalty: 4969.954590
	Iteration 40F: 3 clusters Score -2173902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2173902.750000 Penalty: 4969.954590
	Iteration 41Q: 3 clusters Score -2173903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2173907.750000 Penalty: 4969.954590
	Iteration 42Q: 3 clusters Score -2173908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2173909.250000 Penalty: 4969.954590
	Iteration 43Q: 3 clusters Score -2173909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2173905.500000 Penalty: 4969.954590
	Iteration 44Q: 3 clusters Score -2173906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2173905.500000 Penalty: 4969.954590
	Iteration 45F: 3 clusters Score -2173906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Entering Unmasked Estep 
Score: -806799.687500 Penalty: 2278.063721
	Iteration 0F: 2 clusters Score -806799.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -799512.812500 Penalty: 4556.127441
	Iteration 0F: 3 clusters Score -799512.8 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -803423.500000 Penalty: 4556.127441
	Iteration 1F: 3 clusters Score -803423.5 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -805290.250000 Penalty: 4556.127441
	Iteration 2F: 3 clusters Score -805290.2 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -806356.875000 Penalty: 4556.127441
	Iteration 3F: 3 clusters Score -806356.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -806827.375000 Penalty: 4556.127441
	Iteration 4F: 3 clusters Score -806827.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -807045.812500 Penalty: 4556.127441
	Iteration 5Q: 3 clusters Score -807045.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -807155.437500 Penalty: 4556.127441
	Iteration 6Q: 3 clusters Score -807155.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -807247.375000 Penalty: 4556.127441
	Iteration 7Q: 3 clusters Score -807247.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -807330.375000 Penalty: 4556.127441
	Iteration 8Q: 3 clusters Score -807330.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -807379.500000 Penalty: 4556.127441
	Iteration 9Q: 3 clusters Score -807379.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -807398.187500 Penalty: 4556.127441
	Iteration 10Q: 3 clusters Score -807398.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -807409.437500 Penalty: 4556.127441
	Iteration 11Q: 3 clusters Score -807409.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -807411.437500 Penalty: 4556.127441
	Iteration 12Q: 3 clusters Score -807411.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -807413.125000 Penalty: 4556.127441
	Iteration 13Q: 3 clusters Score -807413.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -807412.750000 Penalty: 4556.127441
	Iteration 14Q: 3 clusters Score -807412.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -807415.187500 Penalty: 4556.127441
	Iteration 15Q: 3 clusters Score -807415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -807415.937500 Penalty: 4556.127441
	Iteration 16Q: 3 clusters Score -807415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -807416.625000 Penalty: 4556.127441
	Iteration 17Q: 3 clusters Score -807416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -807415.562500 Penalty: 4556.127441
	Iteration 18Q: 3 clusters Score -807415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -807415.812500 Penalty: 4556.127441
	Iteration 19Q: 3 clusters Score -807415.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -807415.812500 Penalty: 4556.127441
	Iteration 20F: 3 clusters Score -807415.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 3585 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101261 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223371 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10394 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12487 members 
Mstep: Class 14 contains 305939 members 
Mstep: Class 15 contains 217173 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11840 members 
Mstep: Class 30 contains 7168 members 
Mstep: Class 31 contains 12432 members 
Mstep: Class 32 contains 6866 members 
Mstep: Class 33 contains 9195 members 
Mstep: Class 34 contains 6873 members 
Mstep: Class 35 contains 8308 members 
Mstep: Class 36 contains 6172 members 
Entering Unmasked Estep 
Score: -157712768.000000 Penalty: 127934.179688
Splitting cluster 4 changes total score from -157714240.000000 to -157712768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (15220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Entering Unmasked Estep 
Score: -1486269.750000 Penalty: 2388.330566
	Iteration 0F: 2 clusters Score -1486270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1475222.875000 Penalty: 4776.661133
	Iteration 0F: 3 clusters Score -1475223 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1478872.125000 Penalty: 4776.661133
	Iteration 1F: 3 clusters Score -1478872 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1479186.125000 Penalty: 4776.661133
	Iteration 2F: 3 clusters Score -1479186 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1479422.750000 Penalty: 4776.661133
	Iteration 3Q: 3 clusters Score -1479423 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1479617.250000 Penalty: 4776.661133
	Iteration 4Q: 3 clusters Score -1479617 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1479761.250000 Penalty: 4776.661133
	Iteration 5Q: 3 clusters Score -1479761 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1479879.750000 Penalty: 4776.661133
	Iteration 6Q: 3 clusters Score -1479880 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1479983.750000 Penalty: 4776.661133
	Iteration 7Q: 3 clusters Score -1479984 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1480065.625000 Penalty: 4776.661133
	Iteration 8Q: 3 clusters Score -1480066 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1480149.875000 Penalty: 4776.661133
	Iteration 9Q: 3 clusters Score -1480150 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1480234.750000 Penalty: 4776.661133
	Iteration 10Q: 3 clusters Score -1480235 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1480302.625000 Penalty: 4776.661133
	Iteration 11Q: 3 clusters Score -1480303 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1480381.375000 Penalty: 4776.661133
	Iteration 12Q: 3 clusters Score -1480381 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1480494.375000 Penalty: 4776.661133
	Iteration 13Q: 3 clusters Score -1480494 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1480643.375000 Penalty: 4776.661133
	Iteration 14Q: 3 clusters Score -1480643 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1480826.250000 Penalty: 4776.661133
	Iteration 15Q: 3 clusters Score -1480826 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1481089.750000 Penalty: 4776.661133
	Iteration 16Q: 3 clusters Score -1481090 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1481427.875000 Penalty: 4776.661133
	Iteration 17Q: 3 clusters Score -1481428 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1481929.875000 Penalty: 4776.661133
	Iteration 18Q: 3 clusters Score -1481930 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1482569.375000 Penalty: 4776.661133
	Iteration 19F: 3 clusters Score -1482569 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1483319.125000 Penalty: 4776.661133
	Iteration 20F: 3 clusters Score -1483319 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1484081.875000 Penalty: 4776.661133
	Iteration 21Q: 3 clusters Score -1484082 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1484730.000000 Penalty: 4776.661133
	Iteration 22Q: 3 clusters Score -1484730 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1485247.375000 Penalty: 4776.661133
	Iteration 23Q: 3 clusters Score -1485247 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1485537.750000 Penalty: 4776.661133
	Iteration 24Q: 3 clusters Score -1485538 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1485723.125000 Penalty: 4776.661133
	Iteration 25Q: 3 clusters Score -1485723 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1485856.500000 Penalty: 4776.661133
	Iteration 26Q: 3 clusters Score -1485856 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1485951.750000 Penalty: 4776.661133
	Iteration 27Q: 3 clusters Score -1485952 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1486019.250000 Penalty: 4776.661133
	Iteration 28Q: 3 clusters Score -1486019 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1486063.250000 Penalty: 4776.661133
	Iteration 29Q: 3 clusters Score -1486063 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1486087.875000 Penalty: 4776.661133
	Iteration 30Q: 3 clusters Score -1486088 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1486108.125000 Penalty: 4776.661133
	Iteration 31Q: 3 clusters Score -1486108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1486118.500000 Penalty: 4776.661133
	Iteration 32Q: 3 clusters Score -1486118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1486126.750000 Penalty: 4776.661133
	Iteration 33Q: 3 clusters Score -1486127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1486133.125000 Penalty: 4776.661133
	Iteration 34Q: 3 clusters Score -1486133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1486133.500000 Penalty: 4776.661133
	Iteration 35Q: 3 clusters Score -1486134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1486138.250000 Penalty: 4776.661133
	Iteration 36Q: 3 clusters Score -1486138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1486135.000000 Penalty: 4776.661133
	Iteration 37Q: 3 clusters Score -1486135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1486142.625000 Penalty: 4776.661133
	Iteration 38Q: 3 clusters Score -1486143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1486142.000000 Penalty: 4776.661133
	Iteration 39Q: 3 clusters Score -1486142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1486144.250000 Penalty: 4776.661133
	Iteration 40F: 3 clusters Score -1486144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1486151.250000 Penalty: 4776.661133
	Iteration 41Q: 3 clusters Score -1486151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1486152.000000 Penalty: 4776.661133
	Iteration 42Q: 3 clusters Score -1486152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1486149.375000 Penalty: 4776.661133
	Iteration 43Q: 3 clusters Score -1486149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1486151.625000 Penalty: 4776.661133
	Iteration 44Q: 3 clusters Score -1486152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1486154.875000 Penalty: 4776.661133
	Iteration 45Q: 3 clusters Score -1486155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1486153.500000 Penalty: 4776.661133
	Iteration 46Q: 3 clusters Score -1486154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1486151.750000 Penalty: 4776.661133
	Iteration 47Q: 3 clusters Score -1486152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1486157.375000 Penalty: 4776.661133
	Iteration 48Q: 3 clusters Score -1486157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1486158.625000 Penalty: 4776.661133
	Iteration 49Q: 3 clusters Score -1486159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1486154.500000 Penalty: 4776.661133
	Iteration 50Q: 3 clusters Score -1486154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1486157.875000 Penalty: 4776.661133
	Iteration 51Q: 3 clusters Score -1486158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1486157.875000 Penalty: 4776.661133
	Iteration 52F: 3 clusters Score -1486158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101261 members 
Entering Unmasked Estep 
Score: -9989743.000000 Penalty: 2858.313232
	Iteration 0F: 2 clusters Score -9989743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -9921396.000000 Penalty: 5716.626465
	Iteration 0F: 3 clusters Score -9921396 nChanged 48250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -9949183.000000 Penalty: 5716.626465
	Iteration 1F: 3 clusters Score -9949183 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -9949978.000000 Penalty: 5716.626465
	Iteration 2Q: 3 clusters Score -9949978 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -9950646.000000 Penalty: 5716.626465
	Iteration 3Q: 3 clusters Score -9950646 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -9951386.000000 Penalty: 5716.626465
	Iteration 4Q: 3 clusters Score -9951386 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -9952175.000000 Penalty: 5716.626465
	Iteration 5Q: 3 clusters Score -9952175 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -9953180.000000 Penalty: 5716.626465
	Iteration 6Q: 3 clusters Score -9953180 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -9954687.000000 Penalty: 5716.626465
	Iteration 7Q: 3 clusters Score -9954687 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -9956579.000000 Penalty: 5716.626465
	Iteration 8Q: 3 clusters Score -9956579 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -9959067.000000 Penalty: 5716.626465
	Iteration 9Q: 3 clusters Score -9959067 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -9962174.000000 Penalty: 5716.626465
	Iteration 10F: 3 clusters Score -9962174 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -9965593.000000 Penalty: 5716.626465
	Iteration 11F: 3 clusters Score -9965593 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -9968450.000000 Penalty: 5716.626465
	Iteration 12F: 3 clusters Score -9968450 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 66818 members 
Entering Unmasked Estep 
Score: -9970238.000000 Penalty: 5716.626465
	Iteration 13Q: 3 clusters Score -9970238 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -9971047.000000 Penalty: 5716.626465
	Iteration 14Q: 3 clusters Score -9971047 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 69116 members 
Entering Unmasked Estep 
Score: -9971485.000000 Penalty: 5716.626465
	Iteration 15Q: 3 clusters Score -9971485 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 70434 members 
Entering Unmasked Estep 
Score: -9971834.000000 Penalty: 5716.626465
	Iteration 16Q: 3 clusters Score -9971834 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 71828 members 
Entering Unmasked Estep 
Score: -9972127.000000 Penalty: 5716.626465
	Iteration 17Q: 3 clusters Score -9972127 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 73229 members 
Entering Unmasked Estep 
Score: -9972459.000000 Penalty: 5716.626465
	Iteration 18Q: 3 clusters Score -9972459 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
Score: -9972931.000000 Penalty: 5716.626465
	Iteration 19Q: 3 clusters Score -9972931 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 76462 members 
Entering Unmasked Estep 
Score: -9973395.000000 Penalty: 5716.626465
	Iteration 20F: 3 clusters Score -9973395 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
Score: -9973884.000000 Penalty: 5716.626465
	Iteration 21Q: 3 clusters Score -9973884 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
Score: -9974621.000000 Penalty: 5716.626465
	Iteration 22Q: 3 clusters Score -9974621 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 82247 members 
Entering Unmasked Estep 
Score: -9975583.000000 Penalty: 5716.626465
	Iteration 23Q: 3 clusters Score -9975583 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 84465 members 
Entering Unmasked Estep 
Score: -9976575.000000 Penalty: 5716.626465
	Iteration 24Q: 3 clusters Score -9976575 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 86713 members 
Entering Unmasked Estep 
Score: -9977679.000000 Penalty: 5716.626465
	Iteration 25Q: 3 clusters Score -9977679 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 89018 members 
Entering Unmasked Estep 
Score: -9978937.000000 Penalty: 5716.626465
	Iteration 26Q: 3 clusters Score -9978937 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 91239 members 
Entering Unmasked Estep 
Score: -9980289.000000 Penalty: 5716.626465
	Iteration 27Q: 3 clusters Score -9980289 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 93341 members 
Entering Unmasked Estep 
Score: -9981628.000000 Penalty: 5716.626465
	Iteration 28Q: 3 clusters Score -9981628 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 95282 members 
Entering Unmasked Estep 
Score: -9982991.000000 Penalty: 5716.626465
	Iteration 29Q: 3 clusters Score -9982991 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 96934 members 
Entering Unmasked Estep 
Score: -9984265.000000 Penalty: 5716.626465
	Iteration 30Q: 3 clusters Score -9984265 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 98348 members 
Entering Unmasked Estep 
Score: -9985348.000000 Penalty: 5716.626465
	Iteration 31Q: 3 clusters Score -9985348 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 99299 members 
Entering Unmasked Estep 
Score: -9986112.000000 Penalty: 5716.626465
	Iteration 32Q: 3 clusters Score -9986112 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 99885 members 
Entering Unmasked Estep 
Score: -9986542.000000 Penalty: 5716.626465
	Iteration 33Q: 3 clusters Score -9986542 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 100197 members 
Entering Unmasked Estep 
Score: -9986777.000000 Penalty: 5716.626465
	Iteration 34Q: 3 clusters Score -9986777 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 100362 members 
Entering Unmasked Estep 
Score: -9986883.000000 Penalty: 5716.626465
	Iteration 35Q: 3 clusters Score -9986883 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 100490 members 
Entering Unmasked Estep 
Score: -9987004.000000 Penalty: 5716.626465
	Iteration 36Q: 3 clusters Score -9987004 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 100562 members 
Entering Unmasked Estep 
Score: -9987091.000000 Penalty: 5716.626465
	Iteration 37Q: 3 clusters Score -9987091 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 100621 members 
Entering Unmasked Estep 
Score: -9987151.000000 Penalty: 5716.626465
	Iteration 38Q: 3 clusters Score -9987151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 100651 members 
Entering Unmasked Estep 
Score: -9987187.000000 Penalty: 5716.626465
	Iteration 39Q: 3 clusters Score -9987187 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 100679 members 
Entering Unmasked Estep 
Score: -9987218.000000 Penalty: 5716.626465
	Iteration 40F: 3 clusters Score -9987218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 100693 members 
Entering Unmasked Estep 
Score: -9987226.000000 Penalty: 5716.626465
	Iteration 41Q: 3 clusters Score -9987226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 100701 members 
Entering Unmasked Estep 
Score: -9987241.000000 Penalty: 5716.626465
	Iteration 42Q: 3 clusters Score -9987241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 100717 members 
Entering Unmasked Estep 
Score: -9987255.000000 Penalty: 5716.626465
	Iteration 43Q: 3 clusters Score -9987255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 100730 members 
Entering Unmasked Estep 
Score: -9987250.000000 Penalty: 5716.626465
	Iteration 44Q: 3 clusters Score -9987250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 100733 members 
Entering Unmasked Estep 
Score: -9987263.000000 Penalty: 5716.626465
	Iteration 45Q: 3 clusters Score -9987263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 100739 members 
Entering Unmasked Estep 
Score: -9987267.000000 Penalty: 5716.626465
	Iteration 46Q: 3 clusters Score -9987267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 100739 members 
Entering Unmasked Estep 
Score: -9987274.000000 Penalty: 5716.626465
	Iteration 47Q: 3 clusters Score -9987274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 100738 members 
Entering Unmasked Estep 
Score: -9987277.000000 Penalty: 5716.626465
	Iteration 48Q: 3 clusters Score -9987277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 100739 members 
Entering Unmasked Estep 
Score: -9987280.000000 Penalty: 5716.626465
	Iteration 49Q: 3 clusters Score -9987280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 100739 members 
Entering Unmasked Estep 
Score: -9987272.000000 Penalty: 5716.626465
	Iteration 50Q: 3 clusters Score -9987272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 100741 members 
Entering Unmasked Estep 
Score: -9987269.000000 Penalty: 5716.626465
	Iteration 51Q: 3 clusters Score -9987269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 100741 members 
Entering Unmasked Estep 
Score: -9987266.000000 Penalty: 5716.626465
	Iteration 52Q: 3 clusters Score -9987266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 100743 members 
Entering Unmasked Estep 
Score: -9987267.000000 Penalty: 5716.626465
	Iteration 53Q: 3 clusters Score -9987267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -9987276.000000 Penalty: 5716.626465
	Iteration 54Q: 3 clusters Score -9987276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 100748 members 
Entering Unmasked Estep 
Score: -9987276.000000 Penalty: 5716.626465
	Iteration 55Q: 3 clusters Score -9987276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 100748 members 
Entering Unmasked Estep 
Score: -9987275.000000 Penalty: 5716.626465
	Iteration 56Q: 3 clusters Score -9987275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -9987273.000000 Penalty: 5716.626465
	Iteration 57Q: 3 clusters Score -9987273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -9987273.000000 Penalty: 5716.626465
	Iteration 58F: 3 clusters Score -9987273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Entering Unmasked Estep 
Score: -743642.062500 Penalty: 2230.000000
	Iteration 0F: 2 clusters Score -743642.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -737266.875000 Penalty: 4460.000000
	Iteration 0F: 3 clusters Score -737266.9 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -738982.437500 Penalty: 4460.000000
	Iteration 1F: 3 clusters Score -738982.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -739302.125000 Penalty: 4460.000000
	Iteration 2F: 3 clusters Score -739302.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -739557.562500 Penalty: 4460.000000
	Iteration 3F: 3 clusters Score -739557.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -739763.812500 Penalty: 4460.000000
	Iteration 4Q: 3 clusters Score -739763.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -739943.437500 Penalty: 4460.000000
	Iteration 5Q: 3 clusters Score -739943.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -740131.375000 Penalty: 4460.000000
	Iteration 6Q: 3 clusters Score -740131.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -740294.937500 Penalty: 4460.000000
	Iteration 7Q: 3 clusters Score -740294.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -740437.937500 Penalty: 4460.000000
	Iteration 8Q: 3 clusters Score -740437.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -740599.062500 Penalty: 4460.000000
	Iteration 9Q: 3 clusters Score -740599.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -740763.437500 Penalty: 4460.000000
	Iteration 10Q: 3 clusters Score -740763.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -740935.437500 Penalty: 4460.000000
	Iteration 11Q: 3 clusters Score -740935.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -741078.437500 Penalty: 4460.000000
	Iteration 12Q: 3 clusters Score -741078.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -741170.125000 Penalty: 4460.000000
	Iteration 13Q: 3 clusters Score -741170.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -741251.687500 Penalty: 4460.000000
	Iteration 14Q: 3 clusters Score -741251.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -741333.062500 Penalty: 4460.000000
	Iteration 15Q: 3 clusters Score -741333.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -741398.125000 Penalty: 4460.000000
	Iteration 16Q: 3 clusters Score -741398.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -741444.562500 Penalty: 4460.000000
	Iteration 17Q: 3 clusters Score -741444.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -741478.187500 Penalty: 4460.000000
	Iteration 18Q: 3 clusters Score -741478.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -741499.187500 Penalty: 4460.000000
	Iteration 19Q: 3 clusters Score -741499.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -741512.437500 Penalty: 4460.000000
	Iteration 20F: 3 clusters Score -741512.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -741524.812500 Penalty: 4460.000000
	Iteration 21Q: 3 clusters Score -741524.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -741535.750000 Penalty: 4460.000000
	Iteration 22Q: 3 clusters Score -741535.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -741545.875000 Penalty: 4460.000000
	Iteration 23Q: 3 clusters Score -741545.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -741554.625000 Penalty: 4460.000000
	Iteration 24Q: 3 clusters Score -741554.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -741566.062500 Penalty: 4460.000000
	Iteration 25Q: 3 clusters Score -741566.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -741571.125000 Penalty: 4460.000000
	Iteration 26Q: 3 clusters Score -741571.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -741578.000000 Penalty: 4460.000000
	Iteration 27Q: 3 clusters Score -741578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -741584.687500 Penalty: 4460.000000
	Iteration 28Q: 3 clusters Score -741584.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -741593.625000 Penalty: 4460.000000
	Iteration 29Q: 3 clusters Score -741593.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -741603.687500 Penalty: 4460.000000
	Iteration 30Q: 3 clusters Score -741603.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -741611.812500 Penalty: 4460.000000
	Iteration 31Q: 3 clusters Score -741611.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -741616.750000 Penalty: 4460.000000
	Iteration 32Q: 3 clusters Score -741616.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -741623.250000 Penalty: 4460.000000
	Iteration 33Q: 3 clusters Score -741623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -741627.687500 Penalty: 4460.000000
	Iteration 34Q: 3 clusters Score -741627.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -741629.750000 Penalty: 4460.000000
	Iteration 35Q: 3 clusters Score -741629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -741631.000000 Penalty: 4460.000000
	Iteration 36Q: 3 clusters Score -741631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -741639.062500 Penalty: 4460.000000
	Iteration 37Q: 3 clusters Score -741639.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -741648.250000 Penalty: 4460.000000
	Iteration 38Q: 3 clusters Score -741648.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -741655.187500 Penalty: 4460.000000
	Iteration 39Q: 3 clusters Score -741655.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -741659.687500 Penalty: 4460.000000
	Iteration 40F: 3 clusters Score -741659.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -741664.562500 Penalty: 4460.000000
	Iteration 41Q: 3 clusters Score -741664.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -741667.875000 Penalty: 4460.000000
	Iteration 42Q: 3 clusters Score -741667.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -741671.687500 Penalty: 4460.000000
	Iteration 43Q: 3 clusters Score -741671.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -741679.375000 Penalty: 4460.000000
	Iteration 44Q: 3 clusters Score -741679.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -741684.812500 Penalty: 4460.000000
	Iteration 45Q: 3 clusters Score -741684.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -741688.750000 Penalty: 4460.000000
	Iteration 46Q: 3 clusters Score -741688.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -741689.687500 Penalty: 4460.000000
	Iteration 47Q: 3 clusters Score -741689.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -741690.312500 Penalty: 4460.000000
	Iteration 48Q: 3 clusters Score -741690.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -741690.312500 Penalty: 4460.000000
	Iteration 49F: 3 clusters Score -741690.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (223371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223371 members 
Entering Unmasked Estep 
Score: -21968898.000000 Penalty: 3054.514160
	Iteration 0F: 2 clusters Score -2.19689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112014 members 
Mstep: Class 2 contains 111357 members 
Entering Unmasked Estep 
Score: -21821260.000000 Penalty: 6109.028320
	Iteration 0F: 3 clusters Score -2.182126e+07 nChanged 107357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118325 members 
Mstep: Class 2 contains 105046 members 
Entering Unmasked Estep 
Score: -21884328.000000 Penalty: 6109.028320
	Iteration 1F: 3 clusters Score -2.188433e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122801 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -21886242.000000 Penalty: 6109.028320
	Iteration 2Q: 3 clusters Score -2.188624e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129970 members 
Mstep: Class 2 contains 93401 members 
Entering Unmasked Estep 
Score: -21889722.000000 Penalty: 6109.028320
	Iteration 3Q: 3 clusters Score -2.188972e+07 nChanged 12568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140880 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -21896564.000000 Penalty: 6109.028320
	Iteration 4F: 3 clusters Score -2.189656e+07 nChanged 16835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156367 members 
Mstep: Class 2 contains 67004 members 
Entering Unmasked Estep 
Score: -21908438.000000 Penalty: 6109.028320
	Iteration 5F: 3 clusters Score -2.190844e+07 nChanged 19398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174947 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -21924338.000000 Penalty: 6109.028320
	Iteration 6F: 3 clusters Score -2.192434e+07 nChanged 18244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192807 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -21940120.000000 Penalty: 6109.028320
	Iteration 7F: 3 clusters Score -2.194012e+07 nChanged 13611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206306 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -21951902.000000 Penalty: 6109.028320
	Iteration 8F: 3 clusters Score -2.19519e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214857 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -21959346.000000 Penalty: 6109.028320
	Iteration 9Q: 3 clusters Score -2.195935e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219470 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -21963242.000000 Penalty: 6109.028320
	Iteration 10Q: 3 clusters Score -2.196324e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221542 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -21964892.000000 Penalty: 6109.028320
	Iteration 11Q: 3 clusters Score -2.196489e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222308 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -21965686.000000 Penalty: 6109.028320
	Iteration 12Q: 3 clusters Score -2.196569e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222610 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -21965980.000000 Penalty: 6109.028320
	Iteration 13Q: 3 clusters Score -2.196598e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222736 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -21966152.000000 Penalty: 6109.028320
	Iteration 14Q: 3 clusters Score -2.196615e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222786 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -21966260.000000 Penalty: 6109.028320
	Iteration 15Q: 3 clusters Score -2.196626e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222807 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -21966384.000000 Penalty: 6109.028320
	Iteration 16Q: 3 clusters Score -2.196638e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222818 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -21966428.000000 Penalty: 6109.028320
	Iteration 17Q: 3 clusters Score -2.196643e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222813 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -21966478.000000 Penalty: 6109.028320
	Iteration 18Q: 3 clusters Score -2.196648e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222810 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -21966474.000000 Penalty: 6109.028320
	Iteration 19Q: 3 clusters Score -2.196647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222806 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -21966510.000000 Penalty: 6109.028320
	Iteration 20F: 3 clusters Score -2.196651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222804 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -21966516.000000 Penalty: 6109.028320
	Iteration 21Q: 3 clusters Score -2.196652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222800 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -21966528.000000 Penalty: 6109.028320
	Iteration 22Q: 3 clusters Score -2.196653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222795 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -21966534.000000 Penalty: 6109.028320
	Iteration 23Q: 3 clusters Score -2.196653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222793 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -21966542.000000 Penalty: 6109.028320
	Iteration 24Q: 3 clusters Score -2.196654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222791 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -21966542.000000 Penalty: 6109.028320
	Iteration 25Q: 3 clusters Score -2.196654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222791 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -21966546.000000 Penalty: 6109.028320
	Iteration 26Q: 3 clusters Score -2.196655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222787 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -21966560.000000 Penalty: 6109.028320
	Iteration 27Q: 3 clusters Score -2.196656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222789 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -21966542.000000 Penalty: 6109.028320
	Iteration 28Q: 3 clusters Score -2.196654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222789 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -21966562.000000 Penalty: 6109.028320
	Iteration 29Q: 3 clusters Score -2.196656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222790 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -21966560.000000 Penalty: 6109.028320
	Iteration 30Q: 3 clusters Score -2.196656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222791 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -21966558.000000 Penalty: 6109.028320
	Iteration 31Q: 3 clusters Score -2.196656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222790 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -21966562.000000 Penalty: 6109.028320
	Iteration 32Q: 3 clusters Score -2.196656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222789 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -21966562.000000 Penalty: 6109.028320
	Iteration 33Q: 3 clusters Score -2.196656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222788 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21966566.000000 Penalty: 6109.028320
	Iteration 34Q: 3 clusters Score -2.196657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222787 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -21966564.000000 Penalty: 6109.028320
	Iteration 35Q: 3 clusters Score -2.196656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222788 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21966566.000000 Penalty: 6109.028320
	Iteration 36Q: 3 clusters Score -2.196657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222789 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -21966556.000000 Penalty: 6109.028320
	Iteration 37Q: 3 clusters Score -2.196656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222790 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -21966574.000000 Penalty: 6109.028320
	Iteration 38Q: 3 clusters Score -2.196657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222789 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -21966568.000000 Penalty: 6109.028320
	Iteration 39Q: 3 clusters Score -2.196657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222792 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -21966580.000000 Penalty: 6109.028320
	Iteration 40F: 3 clusters Score -2.196658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222790 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -21966576.000000 Penalty: 6109.028320
	Iteration 41Q: 3 clusters Score -2.196658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222792 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -21966588.000000 Penalty: 6109.028320
	Iteration 42Q: 3 clusters Score -2.196659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222793 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -21966576.000000 Penalty: 6109.028320
	Iteration 43Q: 3 clusters Score -2.196658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222793 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -21966576.000000 Penalty: 6109.028320
	Iteration 44F: 3 clusters Score -2.196658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (97147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Entering Unmasked Estep 
Score: -9368546.000000 Penalty: 2848.027100
	Iteration 0F: 2 clusters Score -9368546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -9303196.000000 Penalty: 5696.054199
	Iteration 0F: 3 clusters Score -9303196 nChanged 46005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -9330441.000000 Penalty: 5696.054199
	Iteration 1F: 3 clusters Score -9330441 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -9332114.000000 Penalty: 5696.054199
	Iteration 2Q: 3 clusters Score -9332114 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -9334585.000000 Penalty: 5696.054199
	Iteration 3F: 3 clusters Score -9334585 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57612 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -9337833.000000 Penalty: 5696.054199
	Iteration 4F: 3 clusters Score -9337833 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -9341732.000000 Penalty: 5696.054199
	Iteration 5F: 3 clusters Score -9341732 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -9346362.000000 Penalty: 5696.054199
	Iteration 6F: 3 clusters Score -9346362 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -9351100.000000 Penalty: 5696.054199
	Iteration 7F: 3 clusters Score -9351100 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -9355714.000000 Penalty: 5696.054199
	Iteration 8F: 3 clusters Score -9355714 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75804 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -9358959.000000 Penalty: 5696.054199
	Iteration 9Q: 3 clusters Score -9358959 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77664 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -9360598.000000 Penalty: 5696.054199
	Iteration 10Q: 3 clusters Score -9360598 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79186 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -9361454.000000 Penalty: 5696.054199
	Iteration 11Q: 3 clusters Score -9361454 nChanged 1491
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9362024 nChanged 1312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81759 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9362557 nChanged 1153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9362917 nChanged 1049
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83861 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9363335 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84859 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9363704 nChanged 945
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85774 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9364052 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9364384 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87565 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9364699 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9364980 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89125 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9365266 nChanged 692
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89807 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9365447 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90401 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9365637 nChanged 514
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90903 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9365773 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91342 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9365900 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91700 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9366026 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92025 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9366125 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92330 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9366173 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9366232 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9366294 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93019 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9366325 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93194 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -9366387.000000 Penalty: 5696.054199
	Iteration 32Q: 3 clusters Score -9366387 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93339 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -9366418.000000 Penalty: 5696.054199
	Iteration 33Q: 3 clusters Score -9366418 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93465 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9366466 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93573 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9366477 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93677 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9366502 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93771 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9366536 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93856 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9366571 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93941 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9366600 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94016 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9366613 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94092 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9366657 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94163 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9366655 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9366684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94280 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9366689 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94324 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -9366705.000000 Penalty: 5696.054199
	Iteration 45Q: 3 clusters Score -9366705 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9366728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94396 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -9366734.000000 Penalty: 5696.054199
	Iteration 47Q: 3 clusters Score -9366734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94429 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9366731 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94468 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9366735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94488 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -9366744.000000 Penalty: 5696.054199
	Iteration 50Q: 3 clusters Score -9366744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94516 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9366745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94539 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9366747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94565 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9366755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94585 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9366760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94599 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9366756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94607 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -9366754.000000 Penalty: 5696.054199
	Iteration 56Q: 3 clusters Score -9366754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94613 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -9366748.000000 Penalty: 5696.054199
	Iteration 57Q: 3 clusters Score -9366748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94618 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9366748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94625 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -9366765.000000 Penalty: 5696.054199
	Iteration 59Q: 3 clusters Score -9366765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94633 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -9366749.000000 Penalty: 5696.054199
	Iteration 60F: 3 clusters Score -9366749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94636 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -9366750.000000 Penalty: 5696.054199
	Iteration 61Q: 3 clusters Score -9366750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94641 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -9366751.000000 Penalty: 5696.054199
	Iteration 62Q: 3 clusters Score -9366751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94645 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -9366752.000000 Penalty: 5696.054199
	Iteration 63Q: 3 clusters Score -9366752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94650 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9366748 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94655 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9366755 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9366759 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94667 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9366750 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94676 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9366750 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94686 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9366766 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94696 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9366755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94708 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -9366773.000000 Penalty: 5696.054199
	Iteration 71Q: 3 clusters Score -9366773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94714 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -9366770.000000 Penalty: 5696.054199
	Iteration 72Q: 3 clusters Score -9366770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94719 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -9366777.000000 Penalty: 5696.054199
	Iteration 73Q: 3 clusters Score -9366777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94727 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -9366780.000000 Penalty: 5696.054199
	Iteration 74Q: 3 clusters Score -9366780 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94733 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -9366775.000000 Penalty: 5696.054199
	Iteration 75Q: 3 clusters Score -9366775 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94739 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9366770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94747 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9366770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94757 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9366768 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94766 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9366766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94775 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9366778 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94788 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9366765 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94792 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9366770 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94799 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9366770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9366769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94806 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9366777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94810 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9366783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94816 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9366784 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94817 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9366780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94818 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9366784 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94819 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9366789 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94820 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9366792 nChanged 0
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Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
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	Iteration 92F: 3 clusters Score -9366792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -965586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -957639.6 nChanged 4333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5132 members 
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Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -959910.4 nChanged 688
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -960254.5 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -960536.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -960756.250000 Penalty: 4587.496094
	Iteration 4Q: 3 clusters Score -960756.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -960937.500000 Penalty: 4587.496094
	Iteration 5Q: 3 clusters Score -960937.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -961105.312500 Penalty: 4587.496094
	Iteration 6Q: 3 clusters Score -961105.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -961255.562500 Penalty: 4587.496094
	Iteration 7Q: 3 clusters Score -961255.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -961415.000000 Penalty: 4587.496094
	Iteration 8Q: 3 clusters Score -961415 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -961582.500000 Penalty: 4587.496094
	Iteration 9Q: 3 clusters Score -961582.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -961740.937500 Penalty: 4587.496094
	Iteration 10Q: 3 clusters Score -961740.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -961929.500000 Penalty: 4587.496094
	Iteration 11Q: 3 clusters Score -961929.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -962166.687500 Penalty: 4587.496094
	Iteration 12Q: 3 clusters Score -962166.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -962449.750000 Penalty: 4587.496094
	Iteration 13Q: 3 clusters Score -962449.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -962738.937500 Penalty: 4587.496094
	Iteration 14Q: 3 clusters Score -962738.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -963011.062500 Penalty: 4587.496094
	Iteration 15Q: 3 clusters Score -963011.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -963283.312500 Penalty: 4587.496094
	Iteration 16Q: 3 clusters Score -963283.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -963502.375000 Penalty: 4587.496094
	Iteration 17Q: 3 clusters Score -963502.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -963646.250000 Penalty: 4587.496094
	Iteration 18Q: 3 clusters Score -963646.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -963734.625000 Penalty: 4587.496094
	Iteration 19Q: 3 clusters Score -963734.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -963800.375000 Penalty: 4587.496094
	Iteration 20F: 3 clusters Score -963800.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -963837.312500 Penalty: 4587.496094
	Iteration 21Q: 3 clusters Score -963837.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -963858.187500 Penalty: 4587.496094
	Iteration 22Q: 3 clusters Score -963858.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -963883.562500 Penalty: 4587.496094
	Iteration 23Q: 3 clusters Score -963883.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -963913.187500 Penalty: 4587.496094
	Iteration 24Q: 3 clusters Score -963913.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -963940.375000 Penalty: 4587.496094
	Iteration 25Q: 3 clusters Score -963940.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -963970.250000 Penalty: 4587.496094
	Iteration 26Q: 3 clusters Score -963970.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -964001.750000 Penalty: 4587.496094
	Iteration 27Q: 3 clusters Score -964001.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -964020.250000 Penalty: 4587.496094
	Iteration 28Q: 3 clusters Score -964020.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -964042.875000 Penalty: 4587.496094
	Iteration 29Q: 3 clusters Score -964042.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -964065.125000 Penalty: 4587.496094
	Iteration 30Q: 3 clusters Score -964065.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -964078.437500 Penalty: 4587.496094
	Iteration 31Q: 3 clusters Score -964078.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -964087.875000 Penalty: 4587.496094
	Iteration 32Q: 3 clusters Score -964087.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -964099.500000 Penalty: 4587.496094
	Iteration 33Q: 3 clusters Score -964099.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -964113.000000 Penalty: 4587.496094
	Iteration 34Q: 3 clusters Score -964113 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -964127.312500 Penalty: 4587.496094
	Iteration 35Q: 3 clusters Score -964127.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -964142.562500 Penalty: 4587.496094
	Iteration 36Q: 3 clusters Score -964142.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -964151.687500 Penalty: 4587.496094
	Iteration 37Q: 3 clusters Score -964151.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -964165.625000 Penalty: 4587.496094
	Iteration 38Q: 3 clusters Score -964165.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -964181.750000 Penalty: 4587.496094
	Iteration 39Q: 3 clusters Score -964181.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -964193.250000 Penalty: 4587.496094
	Iteration 40F: 3 clusters Score -964193.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -964216.312500 Penalty: 4587.496094
	Iteration 41Q: 3 clusters Score -964216.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -964237.187500 Penalty: 4587.496094
	Iteration 42Q: 3 clusters Score -964237.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -964253.687500 Penalty: 4587.496094
	Iteration 43Q: 3 clusters Score -964253.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -964270.062500 Penalty: 4587.496094
	Iteration 44Q: 3 clusters Score -964270.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -964293.500000 Penalty: 4587.496094
	Iteration 45Q: 3 clusters Score -964293.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -964310.500000 Penalty: 4587.496094
	Iteration 46Q: 3 clusters Score -964310.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -964323.500000 Penalty: 4587.496094
	Iteration 47Q: 3 clusters Score -964323.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -964336.187500 Penalty: 4587.496094
	Iteration 48Q: 3 clusters Score -964336.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -964344.125000 Penalty: 4587.496094
	Iteration 49Q: 3 clusters Score -964344.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -964354.500000 Penalty: 4587.496094
	Iteration 50Q: 3 clusters Score -964354.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -964362.062500 Penalty: 4587.496094
	Iteration 51Q: 3 clusters Score -964362.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -964363.750000 Penalty: 4587.496094
	Iteration 52Q: 3 clusters Score -964363.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -964367.562500 Penalty: 4587.496094
	Iteration 53Q: 3 clusters Score -964367.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -964369.875000 Penalty: 4587.496094
	Iteration 54Q: 3 clusters Score -964369.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -964373.062500 Penalty: 4587.496094
	Iteration 55Q: 3 clusters Score -964373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -964371.187500 Penalty: 4587.496094
	Iteration 56Q: 3 clusters Score -964371.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -964372.937500 Penalty: 4587.496094
	Iteration 57Q: 3 clusters Score -964372.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -964372.687500 Penalty: 4587.496094
	Iteration 58Q: 3 clusters Score -964372.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -964371.625000 Penalty: 4587.496094
	Iteration 59Q: 3 clusters Score -964371.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -964374.000000 Penalty: 4587.496094
	Iteration 60F: 3 clusters Score -964374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -964374.625000 Penalty: 4587.496094
	Iteration 61Q: 3 clusters Score -964374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -964375.875000 Penalty: 4587.496094
	Iteration 62Q: 3 clusters Score -964375.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -964375.875000 Penalty: 4587.496094
	Iteration 63Q: 3 clusters Score -964375.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -964375.062500 Penalty: 4587.496094
	Iteration 64Q: 3 clusters Score -964375.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -964376.187500 Penalty: 4587.496094
	Iteration 65Q: 3 clusters Score -964376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -964377.437500 Penalty: 4587.496094
	Iteration 66Q: 3 clusters Score -964377.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -964375.750000 Penalty: 4587.496094
	Iteration 67Q: 3 clusters Score -964375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -964376.437500 Penalty: 4587.496094
	Iteration 68Q: 3 clusters Score -964376.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -964375.750000 Penalty: 4587.496094
	Iteration 69Q: 3 clusters Score -964375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -964376.500000 Penalty: 4587.496094
	Iteration 70Q: 3 clusters Score -964376.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -964376.625000 Penalty: 4587.496094
	Iteration 71Q: 3 clusters Score -964376.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -964376.625000 Penalty: 4587.496094
	Iteration 72F: 3 clusters Score -964376.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Entering Unmasked Estep 
Score: -873079.937500 Penalty: 2256.930420
	Iteration 0F: 2 clusters Score -873079.9 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 4353 members 
Entering Unmasked Estep 
Score: -866112.187500 Penalty: 4513.860840
	Iteration 0F: 3 clusters Score -866112.2 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -868025.750000 Penalty: 4513.860840
	Iteration 1F: 3 clusters Score -868025.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -868322.687500 Penalty: 4513.860840
	Iteration 2F: 3 clusters Score -868322.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -868536.437500 Penalty: 4513.860840
	Iteration 3F: 3 clusters Score -868536.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -868732.062500 Penalty: 4513.860840
	Iteration 4Q: 3 clusters Score -868732.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -868925.937500 Penalty: 4513.860840
	Iteration 5Q: 3 clusters Score -868925.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -869158.125000 Penalty: 4513.860840
	Iteration 6Q: 3 clusters Score -869158.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -869438.500000 Penalty: 4513.860840
	Iteration 7Q: 3 clusters Score -869438.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -869773.812500 Penalty: 4513.860840
	Iteration 8Q: 3 clusters Score -869773.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -870097.687500 Penalty: 4513.860840
	Iteration 9Q: 3 clusters Score -870097.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -870363.437500 Penalty: 4513.860840
	Iteration 10Q: 3 clusters Score -870363.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -870548.562500 Penalty: 4513.860840
	Iteration 11Q: 3 clusters Score -870548.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -870692.375000 Penalty: 4513.860840
	Iteration 12Q: 3 clusters Score -870692.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -870798.750000 Penalty: 4513.860840
	Iteration 13Q: 3 clusters Score -870798.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -870873.250000 Penalty: 4513.860840
	Iteration 14Q: 3 clusters Score -870873.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -870919.687500 Penalty: 4513.860840
	Iteration 15Q: 3 clusters Score -870919.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -870958.000000 Penalty: 4513.860840
	Iteration 16Q: 3 clusters Score -870958 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -870999.687500 Penalty: 4513.860840
	Iteration 17Q: 3 clusters Score -870999.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -871022.250000 Penalty: 4513.860840
	Iteration 18Q: 3 clusters Score -871022.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -871037.625000 Penalty: 4513.860840
	Iteration 19Q: 3 clusters Score -871037.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -871050.562500 Penalty: 4513.860840
	Iteration 20F: 3 clusters Score -871050.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -871058.625000 Penalty: 4513.860840
	Iteration 21Q: 3 clusters Score -871058.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -871063.125000 Penalty: 4513.860840
	Iteration 22Q: 3 clusters Score -871063.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -871066.062500 Penalty: 4513.860840
	Iteration 23Q: 3 clusters Score -871066.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -871066.125000 Penalty: 4513.860840
	Iteration 24Q: 3 clusters Score -871066.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -871066.125000 Penalty: 4513.860840
	Iteration 25F: 3 clusters Score -871066.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Entering Unmasked Estep 
Score: -796502.562500 Penalty: 2228.886719
	Iteration 0F: 2 clusters Score -796502.6 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 4015 members 
Entering Unmasked Estep 
Score: -790046.625000 Penalty: 4457.773438
	Iteration 0F: 3 clusters Score -790046.6 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -791848.437500 Penalty: 4457.773438
	Iteration 1F: 3 clusters Score -791848.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -792143.062500 Penalty: 4457.773438
	Iteration 2F: 3 clusters Score -792143.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -792366.375000 Penalty: 4457.773438
	Iteration 3F: 3 clusters Score -792366.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -792579.625000 Penalty: 4457.773438
	Iteration 4Q: 3 clusters Score -792579.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -792770.812500 Penalty: 4457.773438
	Iteration 5Q: 3 clusters Score -792770.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -792955.000000 Penalty: 4457.773438
	Iteration 6Q: 3 clusters Score -792955 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -793118.562500 Penalty: 4457.773438
	Iteration 7Q: 3 clusters Score -793118.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -793273.750000 Penalty: 4457.773438
	Iteration 8Q: 3 clusters Score -793273.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -793445.187500 Penalty: 4457.773438
	Iteration 9Q: 3 clusters Score -793445.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -793599.937500 Penalty: 4457.773438
	Iteration 10Q: 3 clusters Score -793599.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -793764.500000 Penalty: 4457.773438
	Iteration 11Q: 3 clusters Score -793764.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -793916.187500 Penalty: 4457.773438
	Iteration 12Q: 3 clusters Score -793916.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -794054.625000 Penalty: 4457.773438
	Iteration 13Q: 3 clusters Score -794054.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -794166.312500 Penalty: 4457.773438
	Iteration 14Q: 3 clusters Score -794166.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -794254.312500 Penalty: 4457.773438
	Iteration 15Q: 3 clusters Score -794254.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -794319.187500 Penalty: 4457.773438
	Iteration 16Q: 3 clusters Score -794319.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -794366.562500 Penalty: 4457.773438
	Iteration 17Q: 3 clusters Score -794366.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -794403.687500 Penalty: 4457.773438
	Iteration 18Q: 3 clusters Score -794403.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -794427.312500 Penalty: 4457.773438
	Iteration 19Q: 3 clusters Score -794427.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -794444.875000 Penalty: 4457.773438
	Iteration 20F: 3 clusters Score -794444.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -794456.625000 Penalty: 4457.773438
	Iteration 21Q: 3 clusters Score -794456.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -794464.500000 Penalty: 4457.773438
	Iteration 22Q: 3 clusters Score -794464.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -794473.875000 Penalty: 4457.773438
	Iteration 23Q: 3 clusters Score -794473.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -794481.687500 Penalty: 4457.773438
	Iteration 24Q: 3 clusters Score -794481.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -794486.562500 Penalty: 4457.773438
	Iteration 25Q: 3 clusters Score -794486.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -794491.062500 Penalty: 4457.773438
	Iteration 26Q: 3 clusters Score -794491.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -794494.000000 Penalty: 4457.773438
	Iteration 27Q: 3 clusters Score -794494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -794501.937500 Penalty: 4457.773438
	Iteration 28Q: 3 clusters Score -794501.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -794505.125000 Penalty: 4457.773438
	Iteration 29Q: 3 clusters Score -794505.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -794506.687500 Penalty: 4457.773438
	Iteration 30Q: 3 clusters Score -794506.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -794511.375000 Penalty: 4457.773438
	Iteration 31Q: 3 clusters Score -794511.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -794513.312500 Penalty: 4457.773438
	Iteration 32Q: 3 clusters Score -794513.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -794515.125000 Penalty: 4457.773438
	Iteration 33Q: 3 clusters Score -794515.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -794520.500000 Penalty: 4457.773438
	Iteration 34Q: 3 clusters Score -794520.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -794521.625000 Penalty: 4457.773438
	Iteration 35Q: 3 clusters Score -794521.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -794528.375000 Penalty: 4457.773438
	Iteration 36Q: 3 clusters Score -794528.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -794535.500000 Penalty: 4457.773438
	Iteration 37Q: 3 clusters Score -794535.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -794538.937500 Penalty: 4457.773438
	Iteration 38Q: 3 clusters Score -794538.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -794542.562500 Penalty: 4457.773438
	Iteration 39Q: 3 clusters Score -794542.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -794546.250000 Penalty: 4457.773438
	Iteration 40F: 3 clusters Score -794546.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -794554.437500 Penalty: 4457.773438
	Iteration 41Q: 3 clusters Score -794554.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -794557.312500 Penalty: 4457.773438
	Iteration 42Q: 3 clusters Score -794557.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -794560.937500 Penalty: 4457.773438
	Iteration 43Q: 3 clusters Score -794560.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -794564.750000 Penalty: 4457.773438
	Iteration 44Q: 3 clusters Score -794564.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -794567.562500 Penalty: 4457.773438
	Iteration 45Q: 3 clusters Score -794567.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -794572.500000 Penalty: 4457.773438
	Iteration 46Q: 3 clusters Score -794572.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -794577.875000 Penalty: 4457.773438
	Iteration 47Q: 3 clusters Score -794577.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -794579.375000 Penalty: 4457.773438
	Iteration 48Q: 3 clusters Score -794579.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -794579.250000 Penalty: 4457.773438
	Iteration 49Q: 3 clusters Score -794579.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -794581.937500 Penalty: 4457.773438
	Iteration 50Q: 3 clusters Score -794581.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -794584.750000 Penalty: 4457.773438
	Iteration 51Q: 3 clusters Score -794584.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -794587.562500 Penalty: 4457.773438
	Iteration 52Q: 3 clusters Score -794587.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -794586.750000 Penalty: 4457.773438
	Iteration 53Q: 3 clusters Score -794586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -794585.750000 Penalty: 4457.773438
	Iteration 54Q: 3 clusters Score -794585.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -794585.937500 Penalty: 4457.773438
	Iteration 55Q: 3 clusters Score -794585.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -794585.375000 Penalty: 4457.773438
	Iteration 56Q: 3 clusters Score -794585.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -794587.000000 Penalty: 4457.773438
	Iteration 57Q: 3 clusters Score -794587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -794588.312500 Penalty: 4457.773438
	Iteration 58Q: 3 clusters Score -794588.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -794590.437500 Penalty: 4457.773438
	Iteration 59Q: 3 clusters Score -794590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -794592.812500 Penalty: 4457.773438
	Iteration 60F: 3 clusters Score -794592.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -794593.312500 Penalty: 4457.773438
	Iteration 61Q: 3 clusters Score -794593.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -794595.312500 Penalty: 4457.773438
	Iteration 62Q: 3 clusters Score -794595.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -794599.812500 Penalty: 4457.773438
	Iteration 63Q: 3 clusters Score -794599.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -794602.250000 Penalty: 4457.773438
	Iteration 64Q: 3 clusters Score -794602.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -794605.437500 Penalty: 4457.773438
	Iteration 65Q: 3 clusters Score -794605.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -794606.937500 Penalty: 4457.773438
	Iteration 66Q: 3 clusters Score -794606.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -794606.187500 Penalty: 4457.773438
	Iteration 67Q: 3 clusters Score -794606.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -794607.500000 Penalty: 4457.773438
	Iteration 68Q: 3 clusters Score -794607.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -794608.812500 Penalty: 4457.773438
	Iteration 69Q: 3 clusters Score -794608.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -794609.937500 Penalty: 4457.773438
	Iteration 70Q: 3 clusters Score -794609.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -794608.875000 Penalty: 4457.773438
	Iteration 71Q: 3 clusters Score -794608.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -794611.375000 Penalty: 4457.773438
	Iteration 72Q: 3 clusters Score -794611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -794613.125000 Penalty: 4457.773438
	Iteration 73Q: 3 clusters Score -794613.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -794613.187500 Penalty: 4457.773438
	Iteration 74Q: 3 clusters Score -794613.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -794616.187500 Penalty: 4457.773438
	Iteration 75Q: 3 clusters Score -794616.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -794614.750000 Penalty: 4457.773438
	Iteration 76Q: 3 clusters Score -794614.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -794614.750000 Penalty: 4457.773438
	Iteration 77F: 3 clusters Score -794614.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Entering Unmasked Estep 
Score: -1161017.875000 Penalty: 2339.246094
	Iteration 0F: 2 clusters Score -1161018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1151772.875000 Penalty: 4678.492188
	Iteration 0F: 3 clusters Score -1151773 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1154603.375000 Penalty: 4678.492188
	Iteration 1F: 3 clusters Score -1154603 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1155001.750000 Penalty: 4678.492188
	Iteration 2F: 3 clusters Score -1155002 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1155308.000000 Penalty: 4678.492188
	Iteration 3F: 3 clusters Score -1155308 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1155579.875000 Penalty: 4678.492188
	Iteration 4Q: 3 clusters Score -1155580 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1155825.000000 Penalty: 4678.492188
	Iteration 5Q: 3 clusters Score -1155825 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1156062.625000 Penalty: 4678.492188
	Iteration 6Q: 3 clusters Score -1156063 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1156319.625000 Penalty: 4678.492188
	Iteration 7Q: 3 clusters Score -1156320 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1156578.375000 Penalty: 4678.492188
	Iteration 8Q: 3 clusters Score -1156578 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1156848.000000 Penalty: 4678.492188
	Iteration 9Q: 3 clusters Score -1156848 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1157147.125000 Penalty: 4678.492188
	Iteration 10Q: 3 clusters Score -1157147 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1157447.500000 Penalty: 4678.492188
	Iteration 11Q: 3 clusters Score -1157448 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1157724.000000 Penalty: 4678.492188
	Iteration 12Q: 3 clusters Score -1157724 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1157964.000000 Penalty: 4678.492188
	Iteration 13Q: 3 clusters Score -1157964 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1158173.000000 Penalty: 4678.492188
	Iteration 14Q: 3 clusters Score -1158173 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1158357.625000 Penalty: 4678.492188
	Iteration 15Q: 3 clusters Score -1158358 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1158491.000000 Penalty: 4678.492188
	Iteration 16Q: 3 clusters Score -1158491 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1158579.875000 Penalty: 4678.492188
	Iteration 17Q: 3 clusters Score -1158580 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1158648.875000 Penalty: 4678.492188
	Iteration 18Q: 3 clusters Score -1158649 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1158707.500000 Penalty: 4678.492188
	Iteration 19Q: 3 clusters Score -1158708 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1158749.250000 Penalty: 4678.492188
	Iteration 20F: 3 clusters Score -1158749 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1158777.625000 Penalty: 4678.492188
	Iteration 21Q: 3 clusters Score -1158778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1158792.875000 Penalty: 4678.492188
	Iteration 22Q: 3 clusters Score -1158793 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1158807.375000 Penalty: 4678.492188
	Iteration 23Q: 3 clusters Score -1158807 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1158817.000000 Penalty: 4678.492188
	Iteration 24Q: 3 clusters Score -1158817 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1158824.000000 Penalty: 4678.492188
	Iteration 25Q: 3 clusters Score -1158824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1158827.250000 Penalty: 4678.492188
	Iteration 26Q: 3 clusters Score -1158827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1158835.000000 Penalty: 4678.492188
	Iteration 27Q: 3 clusters Score -1158835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1158834.750000 Penalty: 4678.492188
	Iteration 28Q: 3 clusters Score -1158835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1158844.000000 Penalty: 4678.492188
	Iteration 29Q: 3 clusters Score -1158844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1158845.000000 Penalty: 4678.492188
	Iteration 30Q: 3 clusters Score -1158845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1158842.625000 Penalty: 4678.492188
	Iteration 31Q: 3 clusters Score -1158843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1158841.750000 Penalty: 4678.492188
	Iteration 32Q: 3 clusters Score -1158842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1158845.250000 Penalty: 4678.492188
	Iteration 33Q: 3 clusters Score -1158845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1158846.125000 Penalty: 4678.492188
	Iteration 34Q: 3 clusters Score -1158846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1158844.625000 Penalty: 4678.492188
	Iteration 35Q: 3 clusters Score -1158845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1158845.875000 Penalty: 4678.492188
	Iteration 36Q: 3 clusters Score -1158846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1158845.750000 Penalty: 4678.492188
	Iteration 37Q: 3 clusters Score -1158846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1158846.250000 Penalty: 4678.492188
	Iteration 38Q: 3 clusters Score -1158846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1158846.250000 Penalty: 4678.492188
	Iteration 39Q: 3 clusters Score -1158846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1158843.750000 Penalty: 4678.492188
	Iteration 40F: 3 clusters Score -1158844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1158844.250000 Penalty: 4678.492188
	Iteration 41Q: 3 clusters Score -1158844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1158844.250000 Penalty: 4678.492188
	Iteration 42Q: 3 clusters Score -1158844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1158844.250000 Penalty: 4678.492188
	Iteration 43F: 3 clusters Score -1158844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (305939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305939 members 
Entering Unmasked Estep 
Score: -29971830.000000 Penalty: 3132.522949
	Iteration 0F: 2 clusters Score -2.997183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152692 members 
Mstep: Class 2 contains 153247 members 
Entering Unmasked Estep 
Score: -29776848.000000 Penalty: 6265.045898
	Iteration 0F: 3 clusters Score -2.977685e+07 nChanged 148371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151875 members 
Mstep: Class 2 contains 154064 members 
Entering Unmasked Estep 
Score: -29865172.000000 Penalty: 6265.045898
	Iteration 1F: 3 clusters Score -2.986517e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151841 members 
Mstep: Class 2 contains 154098 members 
Entering Unmasked Estep 
Score: -29867834.000000 Penalty: 6265.045898
	Iteration 2Q: 3 clusters Score -2.986783e+07 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152071 members 
Mstep: Class 2 contains 153868 members 
Entering Unmasked Estep 
Score: -29872494.000000 Penalty: 6265.045898
	Iteration 3Q: 3 clusters Score -2.987249e+07 nChanged 14653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152334 members 
Mstep: Class 2 contains 153605 members 
Entering Unmasked Estep 
Score: -29879124.000000 Penalty: 6265.045898
	Iteration 4Q: 3 clusters Score -2.987912e+07 nChanged 17179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152457 members 
Mstep: Class 2 contains 153482 members 
Entering Unmasked Estep 
Score: -29888010.000000 Penalty: 6265.045898
	Iteration 5F: 3 clusters Score -2.988801e+07 nChanged 18315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152252 members 
Mstep: Class 2 contains 153687 members 
Entering Unmasked Estep 
Score: -29897006.000000 Penalty: 6265.045898
	Iteration 6F: 3 clusters Score -2.989701e+07 nChanged 17347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151215 members 
Mstep: Class 2 contains 154724 members 
Entering Unmasked Estep 
Score: -29904892.000000 Penalty: 6265.045898
	Iteration 7F: 3 clusters Score -2.990489e+07 nChanged 14623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149194 members 
Mstep: Class 2 contains 156745 members 
Entering Unmasked Estep 
Score: -29909968.000000 Penalty: 6265.045898
	Iteration 8Q: 3 clusters Score -2.990997e+07 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146117 members 
Mstep: Class 2 contains 159822 members 
Entering Unmasked Estep 
Score: -29913202.000000 Penalty: 6265.045898
	Iteration 9Q: 3 clusters Score -2.99132e+07 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141919 members 
Mstep: Class 2 contains 164020 members 
Entering Unmasked Estep 
Score: -29915214.000000 Penalty: 6265.045898
	Iteration 10Q: 3 clusters Score -2.991521e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136606 members 
Mstep: Class 2 contains 169333 members 
Entering Unmasked Estep 
Score: -29916890.000000 Penalty: 6265.045898
	Iteration 11Q: 3 clusters Score -2.991689e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130152 members 
Mstep: Class 2 contains 175787 members 
Entering Unmasked Estep 
Score: -29918578.000000 Penalty: 6265.045898
	Iteration 12Q: 3 clusters Score -2.991858e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122345 members 
Mstep: Class 2 contains 183594 members 
Entering Unmasked Estep 
Score: -29920662.000000 Penalty: 6265.045898
	Iteration 13Q: 3 clusters Score -2.992066e+07 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112930 members 
Mstep: Class 2 contains 193009 members 
Entering Unmasked Estep 
Score: -29923230.000000 Penalty: 6265.045898
	Iteration 14Q: 3 clusters Score -2.992323e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102079 members 
Mstep: Class 2 contains 203860 members 
Entering Unmasked Estep 
Score: -29926604.000000 Penalty: 6265.045898
	Iteration 15Q: 3 clusters Score -2.99266e+07 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89824 members 
Mstep: Class 2 contains 216115 members 
Entering Unmasked Estep 
Score: -29930630.000000 Penalty: 6265.045898
	Iteration 16Q: 3 clusters Score -2.993063e+07 nChanged 13238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76586 members 
Mstep: Class 2 contains 229353 members 
Entering Unmasked Estep 
Score: -29935792.000000 Penalty: 6265.045898
	Iteration 17Q: 3 clusters Score -2.993579e+07 nChanged 13644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 242997 members 
Entering Unmasked Estep 
Score: -29941808.000000 Penalty: 6265.045898
	Iteration 18Q: 3 clusters Score -2.994181e+07 nChanged 13372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 256369 members 
Entering Unmasked Estep 
Score: -29947820.000000 Penalty: 6265.045898
	Iteration 19Q: 3 clusters Score -2.994782e+07 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 268585 members 
Entering Unmasked Estep 
Score: -29953488.000000 Penalty: 6265.045898
	Iteration 20F: 3 clusters Score -2.995349e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 278892 members 
Entering Unmasked Estep 
Score: -29958338.000000 Penalty: 6265.045898
	Iteration 21Q: 3 clusters Score -2.995834e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 286807 members 
Entering Unmasked Estep 
Score: -29962146.000000 Penalty: 6265.045898
	Iteration 22Q: 3 clusters Score -2.996215e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 292615 members 
Entering Unmasked Estep 
Score: -29964814.000000 Penalty: 6265.045898
	Iteration 23Q: 3 clusters Score -2.996481e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 296669 members 
Entering Unmasked Estep 
Score: -29966494.000000 Penalty: 6265.045898
	Iteration 24Q: 3 clusters Score -2.996649e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 299327 members 
Entering Unmasked Estep 
Score: -29967430.000000 Penalty: 6265.045898
	Iteration 25Q: 3 clusters Score -2.996743e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 301024 members 
Entering Unmasked Estep 
Score: -29967966.000000 Penalty: 6265.045898
	Iteration 26Q: 3 clusters Score -2.996797e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 302099 members 
Entering Unmasked Estep 
Score: -29968470.000000 Penalty: 6265.045898
	Iteration 27Q: 3 clusters Score -2.996847e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 302829 members 
Entering Unmasked Estep 
Score: -29968838.000000 Penalty: 6265.045898
	Iteration 28Q: 3 clusters Score -2.996884e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 303311 members 
Entering Unmasked Estep 
Score: -29969006.000000 Penalty: 6265.045898
	Iteration 29Q: 3 clusters Score -2.996901e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 303631 members 
Entering Unmasked Estep 
Score: -29969070.000000 Penalty: 6265.045898
	Iteration 30Q: 3 clusters Score -2.996907e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 303876 members 
Entering Unmasked Estep 
Score: -29969058.000000 Penalty: 6265.045898
	Iteration 31Q: 3 clusters Score -2.996906e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 304032 members 
Entering Unmasked Estep 
Score: -29969090.000000 Penalty: 6265.045898
	Iteration 32Q: 3 clusters Score -2.996909e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 304169 members 
Entering Unmasked Estep 
Score: -29969190.000000 Penalty: 6265.045898
	Iteration 33Q: 3 clusters Score -2.996919e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 304270 members 
Entering Unmasked Estep 
Score: -29969282.000000 Penalty: 6265.045898
	Iteration 34Q: 3 clusters Score -2.996928e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 304352 members 
Entering Unmasked Estep 
Score: -29969296.000000 Penalty: 6265.045898
	Iteration 35Q: 3 clusters Score -2.99693e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 304411 members 
Entering Unmasked Estep 
Score: -29969294.000000 Penalty: 6265.045898
	Iteration 36Q: 3 clusters Score -2.996929e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 304468 members 
Entering Unmasked Estep 
Score: -29969340.000000 Penalty: 6265.045898
	Iteration 37Q: 3 clusters Score -2.996934e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 304514 members 
Entering Unmasked Estep 
Score: -29969400.000000 Penalty: 6265.045898
	Iteration 38Q: 3 clusters Score -2.99694e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 304546 members 
Entering Unmasked Estep 
Score: -29969396.000000 Penalty: 6265.045898
	Iteration 39Q: 3 clusters Score -2.99694e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 304577 members 
Entering Unmasked Estep 
Score: -29969438.000000 Penalty: 6265.045898
	Iteration 40F: 3 clusters Score -2.996944e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 304604 members 
Entering Unmasked Estep 
Score: -29969418.000000 Penalty: 6265.045898
	Iteration 41Q: 3 clusters Score -2.996942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 304620 members 
Entering Unmasked Estep 
Score: -29969410.000000 Penalty: 6265.045898
	Iteration 42Q: 3 clusters Score -2.996941e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 304635 members 
Entering Unmasked Estep 
Score: -29969394.000000 Penalty: 6265.045898
	Iteration 43Q: 3 clusters Score -2.996939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 304653 members 
Entering Unmasked Estep 
Score: -29969402.000000 Penalty: 6265.045898
	Iteration 44Q: 3 clusters Score -2.99694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 304666 members 
Entering Unmasked Estep 
Score: -29969424.000000 Penalty: 6265.045898
	Iteration 45Q: 3 clusters Score -2.996942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 304676 members 
Entering Unmasked Estep 
Score: -29969426.000000 Penalty: 6265.045898
	Iteration 46Q: 3 clusters Score -2.996943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 304685 members 
Entering Unmasked Estep 
Score: -29969430.000000 Penalty: 6265.045898
	Iteration 47Q: 3 clusters Score -2.996943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 304693 members 
Entering Unmasked Estep 
Score: -29969420.000000 Penalty: 6265.045898
	Iteration 48Q: 3 clusters Score -2.996942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 304699 members 
Entering Unmasked Estep 
Score: -29969418.000000 Penalty: 6265.045898
	Iteration 49Q: 3 clusters Score -2.996942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 304703 members 
Entering Unmasked Estep 
Score: -29969428.000000 Penalty: 6265.045898
	Iteration 50Q: 3 clusters Score -2.996943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 304712 members 
Entering Unmasked Estep 
Score: -29969442.000000 Penalty: 6265.045898
	Iteration 51Q: 3 clusters Score -2.996944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 304719 members 
Entering Unmasked Estep 
Score: -29969446.000000 Penalty: 6265.045898
	Iteration 52Q: 3 clusters Score -2.996945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 304724 members 
Entering Unmasked Estep 
Score: -29969452.000000 Penalty: 6265.045898
	Iteration 53Q: 3 clusters Score -2.996945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 304726 members 
Entering Unmasked Estep 
Score: -29969450.000000 Penalty: 6265.045898
	Iteration 54Q: 3 clusters Score -2.996945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 304729 members 
Entering Unmasked Estep 
Score: -29969454.000000 Penalty: 6265.045898
	Iteration 55Q: 3 clusters Score -2.996945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 304732 members 
Entering Unmasked Estep 
Score: -29969464.000000 Penalty: 6265.045898
	Iteration 56Q: 3 clusters Score -2.996946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 304736 members 
Entering Unmasked Estep 
Score: -29969442.000000 Penalty: 6265.045898
	Iteration 57Q: 3 clusters Score -2.996944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 304741 members 
Entering Unmasked Estep 
Score: -29969428.000000 Penalty: 6265.045898
	Iteration 58Q: 3 clusters Score -2.996943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 304744 members 
Entering Unmasked Estep 
Score: -29969436.000000 Penalty: 6265.045898
	Iteration 59Q: 3 clusters Score -2.996944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 304744 members 
Entering Unmasked Estep 
Score: -29969434.000000 Penalty: 6265.045898
	Iteration 60F: 3 clusters Score -2.996943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 304747 members 
Entering Unmasked Estep 
Score: -29969432.000000 Penalty: 6265.045898
	Iteration 61Q: 3 clusters Score -2.996943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 304754 members 
Entering Unmasked Estep 
Score: -29969442.000000 Penalty: 6265.045898
	Iteration 62Q: 3 clusters Score -2.996944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 304757 members 
Entering Unmasked Estep 
Score: -29969418.000000 Penalty: 6265.045898
	Iteration 63Q: 3 clusters Score -2.996942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 304759 members 
Entering Unmasked Estep 
Score: -29969432.000000 Penalty: 6265.045898
	Iteration 64Q: 3 clusters Score -2.996943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 304762 members 
Entering Unmasked Estep 
Score: -29969426.000000 Penalty: 6265.045898
	Iteration 65Q: 3 clusters Score -2.996943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 304764 members 
Entering Unmasked Estep 
Score: -29969428.000000 Penalty: 6265.045898
	Iteration 66Q: 3 clusters Score -2.996943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 304767 members 
Entering Unmasked Estep 
Score: -29969426.000000 Penalty: 6265.045898
	Iteration 67Q: 3 clusters Score -2.996943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 304769 members 
Entering Unmasked Estep 
Score: -29969434.000000 Penalty: 6265.045898
	Iteration 68Q: 3 clusters Score -2.996943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 304769 members 
Entering Unmasked Estep 
Score: -29969434.000000 Penalty: 6265.045898
	Iteration 69F: 3 clusters Score -2.996943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (217173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217173 members 
Entering Unmasked Estep 
Score: -21267852.000000 Penalty: 3047.535400
	Iteration 0F: 2 clusters Score -2.126785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108486 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -21124294.000000 Penalty: 6095.070801
	Iteration 0F: 3 clusters Score -2.112429e+07 nChanged 104600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108272 members 
Mstep: Class 2 contains 108901 members 
Entering Unmasked Estep 
Score: -21185562.000000 Penalty: 6095.070801
	Iteration 1F: 3 clusters Score -2.118556e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107797 members 
Mstep: Class 2 contains 109376 members 
Entering Unmasked Estep 
Score: -21186216.000000 Penalty: 6095.070801
	Iteration 2Q: 3 clusters Score -2.118622e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107293 members 
Mstep: Class 2 contains 109880 members 
Entering Unmasked Estep 
Score: -21186916.000000 Penalty: 6095.070801
	Iteration 3Q: 3 clusters Score -2.118692e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106627 members 
Mstep: Class 2 contains 110546 members 
Entering Unmasked Estep 
Score: -21187802.000000 Penalty: 6095.070801
	Iteration 4Q: 3 clusters Score -2.11878e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105643 members 
Mstep: Class 2 contains 111530 members 
Entering Unmasked Estep 
Score: -21188978.000000 Penalty: 6095.070801
	Iteration 5Q: 3 clusters Score -2.118898e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104285 members 
Mstep: Class 2 contains 112888 members 
Entering Unmasked Estep 
Score: -21190382.000000 Penalty: 6095.070801
	Iteration 6Q: 3 clusters Score -2.119038e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102224 members 
Mstep: Class 2 contains 114949 members 
Entering Unmasked Estep 
Score: -21192556.000000 Penalty: 6095.070801
	Iteration 7Q: 3 clusters Score -2.119256e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99271 members 
Mstep: Class 2 contains 117902 members 
Entering Unmasked Estep 
Score: -21195738.000000 Penalty: 6095.070801
	Iteration 8Q: 3 clusters Score -2.119574e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94903 members 
Mstep: Class 2 contains 122270 members 
Entering Unmasked Estep 
Score: -21200396.000000 Penalty: 6095.070801
	Iteration 9Q: 3 clusters Score -2.12004e+07 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88924 members 
Mstep: Class 2 contains 128249 members 
Entering Unmasked Estep 
Score: -21206458.000000 Penalty: 6095.070801
	Iteration 10Q: 3 clusters Score -2.120646e+07 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80870 members 
Mstep: Class 2 contains 136303 members 
Entering Unmasked Estep 
Score: -21213662.000000 Penalty: 6095.070801
	Iteration 11F: 3 clusters Score -2.121366e+07 nChanged 12284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 146241 members 
Entering Unmasked Estep 
Score: -21221750.000000 Penalty: 6095.070801
	Iteration 12F: 3 clusters Score -2.122175e+07 nChanged 12469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 157572 members 
Entering Unmasked Estep 
Score: -21229930.000000 Penalty: 6095.070801
	Iteration 13F: 3 clusters Score -2.122993e+07 nChanged 12065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 169311 members 
Entering Unmasked Estep 
Score: -21237918.000000 Penalty: 6095.070801
	Iteration 14F: 3 clusters Score -2.123792e+07 nChanged 11640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 180875 members 
Entering Unmasked Estep 
Score: -21245124.000000 Penalty: 6095.070801
	Iteration 15F: 3 clusters Score -2.124512e+07 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 191190 members 
Entering Unmasked Estep 
Score: -21251166.000000 Penalty: 6095.070801
	Iteration 16Q: 3 clusters Score -2.125117e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 199652 members 
Entering Unmasked Estep 
Score: -21256176.000000 Penalty: 6095.070801
	Iteration 17Q: 3 clusters Score -2.125618e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 205898 members 
Entering Unmasked Estep 
Score: -21259674.000000 Penalty: 6095.070801
	Iteration 18Q: 3 clusters Score -2.125967e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 210022 members 
Entering Unmasked Estep 
Score: -21261908.000000 Penalty: 6095.070801
	Iteration 19Q: 3 clusters Score -2.126191e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 212513 members 
Entering Unmasked Estep 
Score: -21263160.000000 Penalty: 6095.070801
	Iteration 20F: 3 clusters Score -2.126316e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 214034 members 
Entering Unmasked Estep 
Score: -21263926.000000 Penalty: 6095.070801
	Iteration 21Q: 3 clusters Score -2.126393e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 214915 members 
Entering Unmasked Estep 
Score: -21264404.000000 Penalty: 6095.070801
	Iteration 22Q: 3 clusters Score -2.12644e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 215422 members 
Entering Unmasked Estep 
Score: -21264666.000000 Penalty: 6095.070801
	Iteration 23Q: 3 clusters Score -2.126467e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 215719 members 
Entering Unmasked Estep 
Score: -21264882.000000 Penalty: 6095.070801
	Iteration 24Q: 3 clusters Score -2.126488e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 215932 members 
Entering Unmasked Estep 
Score: -21265020.000000 Penalty: 6095.070801
	Iteration 25Q: 3 clusters Score -2.126502e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 216075 members 
Entering Unmasked Estep 
Score: -21265116.000000 Penalty: 6095.070801
	Iteration 26Q: 3 clusters Score -2.126512e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 216170 members 
Entering Unmasked Estep 
Score: -21265148.000000 Penalty: 6095.070801
	Iteration 27Q: 3 clusters Score -2.126515e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 216224 members 
Entering Unmasked Estep 
Score: -21265188.000000 Penalty: 6095.070801
	Iteration 28Q: 3 clusters Score -2.126519e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 216263 members 
Entering Unmasked Estep 
Score: -21265222.000000 Penalty: 6095.070801
	Iteration 29Q: 3 clusters Score -2.126522e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 216304 members 
Entering Unmasked Estep 
Score: -21265240.000000 Penalty: 6095.070801
	Iteration 30Q: 3 clusters Score -2.126524e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 216323 members 
Entering Unmasked Estep 
Score: -21265252.000000 Penalty: 6095.070801
	Iteration 31Q: 3 clusters Score -2.126525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 216338 members 
Entering Unmasked Estep 
Score: -21265268.000000 Penalty: 6095.070801
	Iteration 32Q: 3 clusters Score -2.126527e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 216348 members 
Entering Unmasked Estep 
Score: -21265274.000000 Penalty: 6095.070801
	Iteration 33Q: 3 clusters Score -2.126527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 216362 members 
Entering Unmasked Estep 
Score: -21265294.000000 Penalty: 6095.070801
	Iteration 34Q: 3 clusters Score -2.126529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 216369 members 
Entering Unmasked Estep 
Score: -21265290.000000 Penalty: 6095.070801
	Iteration 35Q: 3 clusters Score -2.126529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 216376 members 
Entering Unmasked Estep 
Score: -21265298.000000 Penalty: 6095.070801
	Iteration 36Q: 3 clusters Score -2.12653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 216382 members 
Entering Unmasked Estep 
Score: -21265282.000000 Penalty: 6095.070801
	Iteration 37Q: 3 clusters Score -2.126528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 216383 members 
Entering Unmasked Estep 
Score: -21265296.000000 Penalty: 6095.070801
	Iteration 38Q: 3 clusters Score -2.12653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 216382 members 
Entering Unmasked Estep 
Score: -21265292.000000 Penalty: 6095.070801
	Iteration 39Q: 3 clusters Score -2.126529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 216382 members 
Entering Unmasked Estep 
Score: -21265292.000000 Penalty: 6095.070801
	Iteration 40F: 3 clusters Score -2.126529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Entering Unmasked Estep 
Score: -1037424.625000 Penalty: 2313.793213
	Iteration 0F: 2 clusters Score -1037425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1028976.125000 Penalty: 4627.586426
	Iteration 0F: 3 clusters Score -1028976 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1031847.187500 Penalty: 4627.586426
	Iteration 1F: 3 clusters Score -1031847 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1032548.437500 Penalty: 4627.586426
	Iteration 2F: 3 clusters Score -1032548 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1033353.687500 Penalty: 4627.586426
	Iteration 3F: 3 clusters Score -1033354 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1034222.625000 Penalty: 4627.586426
	Iteration 4F: 3 clusters Score -1034223 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1035078.062500 Penalty: 4627.586426
	Iteration 5F: 3 clusters Score -1035078 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1035699.500000 Penalty: 4627.586426
	Iteration 6F: 3 clusters Score -1035700 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1036079.875000 Penalty: 4627.586426
	Iteration 7Q: 3 clusters Score -1036080 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1036359.250000 Penalty: 4627.586426
	Iteration 8Q: 3 clusters Score -1036359 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1036623.750000 Penalty: 4627.586426
	Iteration 9Q: 3 clusters Score -1036624 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1036839.125000 Penalty: 4627.586426
	Iteration 10Q: 3 clusters Score -1036839 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1037022.312500 Penalty: 4627.586426
	Iteration 11Q: 3 clusters Score -1037022 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1037159.375000 Penalty: 4627.586426
	Iteration 12Q: 3 clusters Score -1037159 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1037230.125000 Penalty: 4627.586426
	Iteration 13Q: 3 clusters Score -1037230 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1037280.375000 Penalty: 4627.586426
	Iteration 14Q: 3 clusters Score -1037280 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1037319.437500 Penalty: 4627.586426
	Iteration 15Q: 3 clusters Score -1037319 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1037340.812500 Penalty: 4627.586426
	Iteration 16Q: 3 clusters Score -1037341 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1037350.750000 Penalty: 4627.586426
	Iteration 17Q: 3 clusters Score -1037351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1037362.562500 Penalty: 4627.586426
	Iteration 18Q: 3 clusters Score -1037363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1037375.250000 Penalty: 4627.586426
	Iteration 19Q: 3 clusters Score -1037375 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1037387.625000 Penalty: 4627.586426
	Iteration 20F: 3 clusters Score -1037388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1037397.125000 Penalty: 4627.586426
	Iteration 21Q: 3 clusters Score -1037397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1037403.500000 Penalty: 4627.586426
	Iteration 22Q: 3 clusters Score -1037404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1037410.187500 Penalty: 4627.586426
	Iteration 23Q: 3 clusters Score -1037410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1037411.250000 Penalty: 4627.586426
	Iteration 24Q: 3 clusters Score -1037411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1037414.125000 Penalty: 4627.586426
	Iteration 25Q: 3 clusters Score -1037414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1037416.687500 Penalty: 4627.586426
	Iteration 26Q: 3 clusters Score -1037417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1037420.000000 Penalty: 4627.586426
	Iteration 27Q: 3 clusters Score -1037420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1037421.125000 Penalty: 4627.586426
	Iteration 28Q: 3 clusters Score -1037421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1037419.375000 Penalty: 4627.586426
	Iteration 29Q: 3 clusters Score -1037419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1037419.437500 Penalty: 4627.586426
	Iteration 30Q: 3 clusters Score -1037419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1037419.625000 Penalty: 4627.586426
	Iteration 31Q: 3 clusters Score -1037420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1037421.250000 Penalty: 4627.586426
	Iteration 32Q: 3 clusters Score -1037421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1037421.250000 Penalty: 4627.586426
	Iteration 33F: 3 clusters Score -1037421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -1203144.750000 Penalty: 2349.249756
	Iteration 0F: 2 clusters Score -1203145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1193506.125000 Penalty: 4698.499512
	Iteration 0F: 3 clusters Score -1193506 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1196430.000000 Penalty: 4698.499512
	Iteration 1F: 3 clusters Score -1196430 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1196769.875000 Penalty: 4698.499512
	Iteration 2F: 3 clusters Score -1196770 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1197034.875000 Penalty: 4698.499512
	Iteration 3Q: 3 clusters Score -1197035 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1197259.750000 Penalty: 4698.499512
	Iteration 4Q: 3 clusters Score -1197260 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1197453.250000 Penalty: 4698.499512
	Iteration 5Q: 3 clusters Score -1197453 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1197618.000000 Penalty: 4698.499512
	Iteration 6Q: 3 clusters Score -1197618 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1197765.000000 Penalty: 4698.499512
	Iteration 7Q: 3 clusters Score -1197765 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1197894.375000 Penalty: 4698.499512
	Iteration 8Q: 3 clusters Score -1197894 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1198042.875000 Penalty: 4698.499512
	Iteration 9Q: 3 clusters Score -1198043 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1198213.750000 Penalty: 4698.499512
	Iteration 10Q: 3 clusters Score -1198214 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1198382.500000 Penalty: 4698.499512
	Iteration 11Q: 3 clusters Score -1198382 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1198555.500000 Penalty: 4698.499512
	Iteration 12Q: 3 clusters Score -1198556 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1198724.875000 Penalty: 4698.499512
	Iteration 13Q: 3 clusters Score -1198725 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1198908.750000 Penalty: 4698.499512
	Iteration 14Q: 3 clusters Score -1198909 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1199107.875000 Penalty: 4698.499512
	Iteration 15Q: 3 clusters Score -1199108 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1199314.875000 Penalty: 4698.499512
	Iteration 16Q: 3 clusters Score -1199315 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1199529.500000 Penalty: 4698.499512
	Iteration 17Q: 3 clusters Score -1199530 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1199797.125000 Penalty: 4698.499512
	Iteration 18Q: 3 clusters Score -1199797 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1200109.500000 Penalty: 4698.499512
	Iteration 19Q: 3 clusters Score -1200110 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1200401.750000 Penalty: 4698.499512
	Iteration 20F: 3 clusters Score -1200402 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1200645.250000 Penalty: 4698.499512
	Iteration 21Q: 3 clusters Score -1200645 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1200810.000000 Penalty: 4698.499512
	Iteration 22Q: 3 clusters Score -1200810 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1200910.875000 Penalty: 4698.499512
	Iteration 23Q: 3 clusters Score -1200911 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1200977.500000 Penalty: 4698.499512
	Iteration 24Q: 3 clusters Score -1200978 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1201036.625000 Penalty: 4698.499512
	Iteration 25Q: 3 clusters Score -1201037 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1201086.375000 Penalty: 4698.499512
	Iteration 26Q: 3 clusters Score -1201086 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1201113.500000 Penalty: 4698.499512
	Iteration 27Q: 3 clusters Score -1201114 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1201141.125000 Penalty: 4698.499512
	Iteration 28Q: 3 clusters Score -1201141 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1201169.625000 Penalty: 4698.499512
	Iteration 29Q: 3 clusters Score -1201170 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1201188.750000 Penalty: 4698.499512
	Iteration 30Q: 3 clusters Score -1201189 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1201204.875000 Penalty: 4698.499512
	Iteration 31Q: 3 clusters Score -1201205 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1201223.250000 Penalty: 4698.499512
	Iteration 32Q: 3 clusters Score -1201223 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1201240.500000 Penalty: 4698.499512
	Iteration 33Q: 3 clusters Score -1201240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1201256.500000 Penalty: 4698.499512
	Iteration 34Q: 3 clusters Score -1201256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1201270.625000 Penalty: 4698.499512
	Iteration 35Q: 3 clusters Score -1201271 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1201288.375000 Penalty: 4698.499512
	Iteration 36Q: 3 clusters Score -1201288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1201306.250000 Penalty: 4698.499512
	Iteration 37Q: 3 clusters Score -1201306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1201316.500000 Penalty: 4698.499512
	Iteration 38Q: 3 clusters Score -1201316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1201333.625000 Penalty: 4698.499512
	Iteration 39Q: 3 clusters Score -1201334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1201341.250000 Penalty: 4698.499512
	Iteration 40F: 3 clusters Score -1201341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1201348.750000 Penalty: 4698.499512
	Iteration 41Q: 3 clusters Score -1201349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1201354.500000 Penalty: 4698.499512
	Iteration 42Q: 3 clusters Score -1201354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1201362.625000 Penalty: 4698.499512
	Iteration 43Q: 3 clusters Score -1201363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1201366.250000 Penalty: 4698.499512
	Iteration 44Q: 3 clusters Score -1201366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1201368.750000 Penalty: 4698.499512
	Iteration 45Q: 3 clusters Score -1201369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1201371.625000 Penalty: 4698.499512
	Iteration 46Q: 3 clusters Score -1201372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1201376.750000 Penalty: 4698.499512
	Iteration 47Q: 3 clusters Score -1201377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1201378.625000 Penalty: 4698.499512
	Iteration 48Q: 3 clusters Score -1201379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1201380.000000 Penalty: 4698.499512
	Iteration 49Q: 3 clusters Score -1201380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1201381.750000 Penalty: 4698.499512
	Iteration 50Q: 3 clusters Score -1201382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1201387.625000 Penalty: 4698.499512
	Iteration 51Q: 3 clusters Score -1201388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1201391.125000 Penalty: 4698.499512
	Iteration 52Q: 3 clusters Score -1201391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1201395.375000 Penalty: 4698.499512
	Iteration 53Q: 3 clusters Score -1201395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1201398.750000 Penalty: 4698.499512
	Iteration 54Q: 3 clusters Score -1201399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1201400.125000 Penalty: 4698.499512
	Iteration 55Q: 3 clusters Score -1201400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1201402.125000 Penalty: 4698.499512
	Iteration 56Q: 3 clusters Score -1201402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1201403.750000 Penalty: 4698.499512
	Iteration 57Q: 3 clusters Score -1201404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1201405.750000 Penalty: 4698.499512
	Iteration 58Q: 3 clusters Score -1201406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1201407.375000 Penalty: 4698.499512
	Iteration 59Q: 3 clusters Score -1201407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1201407.500000 Penalty: 4698.499512
	Iteration 60F: 3 clusters Score -1201408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1201412.250000 Penalty: 4698.499512
	Iteration 61Q: 3 clusters Score -1201412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1201416.875000 Penalty: 4698.499512
	Iteration 62Q: 3 clusters Score -1201417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1201415.750000 Penalty: 4698.499512
	Iteration 63Q: 3 clusters Score -1201416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1201417.375000 Penalty: 4698.499512
	Iteration 64Q: 3 clusters Score -1201417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1201419.750000 Penalty: 4698.499512
	Iteration 65Q: 3 clusters Score -1201420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1201422.125000 Penalty: 4698.499512
	Iteration 66Q: 3 clusters Score -1201422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1201427.750000 Penalty: 4698.499512
	Iteration 67Q: 3 clusters Score -1201428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1201431.625000 Penalty: 4698.499512
	Iteration 68Q: 3 clusters Score -1201432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1201435.250000 Penalty: 4698.499512
	Iteration 69Q: 3 clusters Score -1201435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1201438.375000 Penalty: 4698.499512
	Iteration 70Q: 3 clusters Score -1201438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1201438.375000 Penalty: 4698.499512
	Iteration 71Q: 3 clusters Score -1201438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1201438.875000 Penalty: 4698.499512
	Iteration 72Q: 3 clusters Score -1201439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1201441.625000 Penalty: 4698.499512
	Iteration 73Q: 3 clusters Score -1201442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1201444.750000 Penalty: 4698.499512
	Iteration 74Q: 3 clusters Score -1201445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1201453.375000 Penalty: 4698.499512
	Iteration 75Q: 3 clusters Score -1201453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1201454.250000 Penalty: 4698.499512
	Iteration 76Q: 3 clusters Score -1201454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1201457.000000 Penalty: 4698.499512
	Iteration 77Q: 3 clusters Score -1201457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1201455.625000 Penalty: 4698.499512
	Iteration 78Q: 3 clusters Score -1201456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1201457.375000 Penalty: 4698.499512
	Iteration 79Q: 3 clusters Score -1201457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1201460.625000 Penalty: 4698.499512
	Iteration 80F: 3 clusters Score -1201461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1201461.750000 Penalty: 4698.499512
	Iteration 81Q: 3 clusters Score -1201462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1201464.125000 Penalty: 4698.499512
	Iteration 82Q: 3 clusters Score -1201464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1201463.000000 Penalty: 4698.499512
	Iteration 83Q: 3 clusters Score -1201463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1201463.375000 Penalty: 4698.499512
	Iteration 84Q: 3 clusters Score -1201463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1201464.500000 Penalty: 4698.499512
	Iteration 85Q: 3 clusters Score -1201464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1201464.250000 Penalty: 4698.499512
	Iteration 86Q: 3 clusters Score -1201464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1201464.750000 Penalty: 4698.499512
	Iteration 87Q: 3 clusters Score -1201465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1201465.875000 Penalty: 4698.499512
	Iteration 88Q: 3 clusters Score -1201466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1201471.500000 Penalty: 4698.499512
	Iteration 89Q: 3 clusters Score -1201472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1201471.625000 Penalty: 4698.499512
	Iteration 90Q: 3 clusters Score -1201472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1201470.500000 Penalty: 4698.499512
	Iteration 91Q: 3 clusters Score -1201470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1201471.750000 Penalty: 4698.499512
	Iteration 92Q: 3 clusters Score -1201472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1201472.125000 Penalty: 4698.499512
	Iteration 93Q: 3 clusters Score -1201472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1201474.250000 Penalty: 4698.499512
	Iteration 94Q: 3 clusters Score -1201474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1201477.500000 Penalty: 4698.499512
	Iteration 95Q: 3 clusters Score -1201478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1201477.875000 Penalty: 4698.499512
	Iteration 96Q: 3 clusters Score -1201478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1201485.000000 Penalty: 4698.499512
	Iteration 97Q: 3 clusters Score -1201485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1201488.750000 Penalty: 4698.499512
	Iteration 98Q: 3 clusters Score -1201489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1201490.000000 Penalty: 4698.499512
	Iteration 99Q: 3 clusters Score -1201490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1201494.000000 Penalty: 4698.499512
	Iteration 100F: 3 clusters Score -1201494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1201497.625000 Penalty: 4698.499512
	Iteration 101Q: 3 clusters Score -1201498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1201499.000000 Penalty: 4698.499512
	Iteration 102Q: 3 clusters Score -1201499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1201500.750000 Penalty: 4698.499512
	Iteration 103Q: 3 clusters Score -1201501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1201501.750000 Penalty: 4698.499512
	Iteration 104Q: 3 clusters Score -1201502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1201501.375000 Penalty: 4698.499512
	Iteration 105Q: 3 clusters Score -1201501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1201502.125000 Penalty: 4698.499512
	Iteration 106Q: 3 clusters Score -1201502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1201502.125000 Penalty: 4698.499512
	Iteration 107F: 3 clusters Score -1201502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Entering Unmasked Estep 
Score: -1713598.875000 Penalty: 2425.276611
	Iteration 0F: 2 clusters Score -1713599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1700982.125000 Penalty: 4850.553223
	Iteration 0F: 3 clusters Score -1700982 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1705142.250000 Penalty: 4850.553223
	Iteration 1F: 3 clusters Score -1705142 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1705588.375000 Penalty: 4850.553223
	Iteration 2F: 3 clusters Score -1705588 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1706025.250000 Penalty: 4850.553223
	Iteration 3F: 3 clusters Score -1706025 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1706465.125000 Penalty: 4850.553223
	Iteration 4Q: 3 clusters Score -1706465 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1706957.125000 Penalty: 4850.553223
	Iteration 5Q: 3 clusters Score -1706957 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1707560.625000 Penalty: 4850.553223
	Iteration 6F: 3 clusters Score -1707561 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1708270.000000 Penalty: 4850.553223
	Iteration 7F: 3 clusters Score -1708270 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1709064.250000 Penalty: 4850.553223
	Iteration 8F: 3 clusters Score -1709064 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1709861.000000 Penalty: 4850.553223
	Iteration 9F: 3 clusters Score -1709861 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1710457.125000 Penalty: 4850.553223
	Iteration 10Q: 3 clusters Score -1710457 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1710847.375000 Penalty: 4850.553223
	Iteration 11Q: 3 clusters Score -1710847 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1711077.750000 Penalty: 4850.553223
	Iteration 12Q: 3 clusters Score -1711078 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1711246.000000 Penalty: 4850.553223
	Iteration 13Q: 3 clusters Score -1711246 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1711332.000000 Penalty: 4850.553223
	Iteration 14Q: 3 clusters Score -1711332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1711386.500000 Penalty: 4850.553223
	Iteration 15Q: 3 clusters Score -1711386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1711426.000000 Penalty: 4850.553223
	Iteration 16Q: 3 clusters Score -1711426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1711450.500000 Penalty: 4850.553223
	Iteration 17Q: 3 clusters Score -1711450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1711463.000000 Penalty: 4850.553223
	Iteration 18Q: 3 clusters Score -1711463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1711482.750000 Penalty: 4850.553223
	Iteration 19Q: 3 clusters Score -1711483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1711497.125000 Penalty: 4850.553223
	Iteration 20F: 3 clusters Score -1711497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1711507.875000 Penalty: 4850.553223
	Iteration 21Q: 3 clusters Score -1711508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1711514.250000 Penalty: 4850.553223
	Iteration 22Q: 3 clusters Score -1711514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1711521.625000 Penalty: 4850.553223
	Iteration 23Q: 3 clusters Score -1711522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1711522.750000 Penalty: 4850.553223
	Iteration 24Q: 3 clusters Score -1711523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1711526.125000 Penalty: 4850.553223
	Iteration 25Q: 3 clusters Score -1711526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1711530.375000 Penalty: 4850.553223
	Iteration 26Q: 3 clusters Score -1711530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1711530.875000 Penalty: 4850.553223
	Iteration 27Q: 3 clusters Score -1711531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1711530.875000 Penalty: 4850.553223
	Iteration 28F: 3 clusters Score -1711531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Entering Unmasked Estep 
Score: -641675.875000 Penalty: 2192.284424
	Iteration 0F: 2 clusters Score -641675.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -635935.062500 Penalty: 4384.568848
	Iteration 0F: 3 clusters Score -635935.1 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -637509.625000 Penalty: 4384.568848
	Iteration 1F: 3 clusters Score -637509.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -637775.312500 Penalty: 4384.568848
	Iteration 2F: 3 clusters Score -637775.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -637958.625000 Penalty: 4384.568848
	Iteration 3F: 3 clusters Score -637958.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -638095.812500 Penalty: 4384.568848
	Iteration 4Q: 3 clusters Score -638095.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -638186.000000 Penalty: 4384.568848
	Iteration 5Q: 3 clusters Score -638186 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -638268.687500 Penalty: 4384.568848
	Iteration 6Q: 3 clusters Score -638268.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -638342.875000 Penalty: 4384.568848
	Iteration 7Q: 3 clusters Score -638342.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -638416.625000 Penalty: 4384.568848
	Iteration 8Q: 3 clusters Score -638416.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -638485.375000 Penalty: 4384.568848
	Iteration 9Q: 3 clusters Score -638485.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -638546.812500 Penalty: 4384.568848
	Iteration 10Q: 3 clusters Score -638546.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -638603.312500 Penalty: 4384.568848
	Iteration 11Q: 3 clusters Score -638603.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -638665.125000 Penalty: 4384.568848
	Iteration 12Q: 3 clusters Score -638665.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -638727.062500 Penalty: 4384.568848
	Iteration 13Q: 3 clusters Score -638727.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -638796.562500 Penalty: 4384.568848
	Iteration 14Q: 3 clusters Score -638796.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -638864.812500 Penalty: 4384.568848
	Iteration 15Q: 3 clusters Score -638864.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -638942.375000 Penalty: 4384.568848
	Iteration 16Q: 3 clusters Score -638942.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -639015.250000 Penalty: 4384.568848
	Iteration 17Q: 3 clusters Score -639015.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -639087.625000 Penalty: 4384.568848
	Iteration 18Q: 3 clusters Score -639087.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -639172.375000 Penalty: 4384.568848
	Iteration 19Q: 3 clusters Score -639172.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -639253.187500 Penalty: 4384.568848
	Iteration 20F: 3 clusters Score -639253.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -639337.437500 Penalty: 4384.568848
	Iteration 21Q: 3 clusters Score -639337.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -639432.250000 Penalty: 4384.568848
	Iteration 22Q: 3 clusters Score -639432.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -639550.875000 Penalty: 4384.568848
	Iteration 23Q: 3 clusters Score -639550.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -639665.375000 Penalty: 4384.568848
	Iteration 24Q: 3 clusters Score -639665.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -639775.375000 Penalty: 4384.568848
	Iteration 25Q: 3 clusters Score -639775.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -639860.437500 Penalty: 4384.568848
	Iteration 26Q: 3 clusters Score -639860.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -639926.437500 Penalty: 4384.568848
	Iteration 27Q: 3 clusters Score -639926.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -639970.250000 Penalty: 4384.568848
	Iteration 28Q: 3 clusters Score -639970.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -640002.812500 Penalty: 4384.568848
	Iteration 29Q: 3 clusters Score -640002.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -640031.500000 Penalty: 4384.568848
	Iteration 30Q: 3 clusters Score -640031.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -640047.750000 Penalty: 4384.568848
	Iteration 31Q: 3 clusters Score -640047.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -640062.187500 Penalty: 4384.568848
	Iteration 32Q: 3 clusters Score -640062.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -640067.875000 Penalty: 4384.568848
	Iteration 33Q: 3 clusters Score -640067.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -640075.625000 Penalty: 4384.568848
	Iteration 34Q: 3 clusters Score -640075.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -640080.187500 Penalty: 4384.568848
	Iteration 35Q: 3 clusters Score -640080.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -640084.062500 Penalty: 4384.568848
	Iteration 36Q: 3 clusters Score -640084.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -640088.312500 Penalty: 4384.568848
	Iteration 37Q: 3 clusters Score -640088.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -640089.687500 Penalty: 4384.568848
	Iteration 38Q: 3 clusters Score -640089.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -640090.312500 Penalty: 4384.568848
	Iteration 39Q: 3 clusters Score -640090.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -640089.562500 Penalty: 4384.568848
	Iteration 40F: 3 clusters Score -640089.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (62948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62948 members 
Entering Unmasked Estep 
Score: -6114516.500000 Penalty: 2740.416016
	Iteration 0F: 2 clusters Score -6114516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -6072197.000000 Penalty: 5480.832031
	Iteration 0F: 3 clusters Score -6072197 nChanged 29388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -6088505.000000 Penalty: 5480.832031
	Iteration 1F: 3 clusters Score -6088505 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -6089207.000000 Penalty: 5480.832031
	Iteration 2Q: 3 clusters Score -6089207 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -6090011.500000 Penalty: 5480.832031
	Iteration 3Q: 3 clusters Score -6090012 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -6091222.500000 Penalty: 5480.832031
	Iteration 4Q: 3 clusters Score -6091222 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -6093212.000000 Penalty: 5480.832031
	Iteration 5F: 3 clusters Score -6093212 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -6096180.000000 Penalty: 5480.832031
	Iteration 6F: 3 clusters Score -6096180 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -6100386.000000 Penalty: 5480.832031
	Iteration 7F: 3 clusters Score -6100386 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -6105531.500000 Penalty: 5480.832031
	Iteration 8F: 3 clusters Score -6105532 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -6110269.500000 Penalty: 5480.832031
	Iteration 9F: 3 clusters Score -6110270 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -6112915.500000 Penalty: 5480.832031
	Iteration 10Q: 3 clusters Score -6112916 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -6113602.500000 Penalty: 5480.832031
	Iteration 11Q: 3 clusters Score -6113602 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54997 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -6113802.500000 Penalty: 5480.832031
	Iteration 12Q: 3 clusters Score -6113802 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -6113893.500000 Penalty: 5480.832031
	Iteration 13Q: 3 clusters Score -6113894 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -6113945.500000 Penalty: 5480.832031
	Iteration 14Q: 3 clusters Score -6113946 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -6113953.500000 Penalty: 5480.832031
	Iteration 15Q: 3 clusters Score -6113954 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -6113972.500000 Penalty: 5480.832031
	Iteration 16Q: 3 clusters Score -6113972 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -6114012.500000 Penalty: 5480.832031
	Iteration 17Q: 3 clusters Score -6114012 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -6114030.500000 Penalty: 5480.832031
	Iteration 18Q: 3 clusters Score -6114030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -6114045.000000 Penalty: 5480.832031
	Iteration 19Q: 3 clusters Score -6114045 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -6114046.500000 Penalty: 5480.832031
	Iteration 20F: 3 clusters Score -6114046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -6114042.000000 Penalty: 5480.832031
	Iteration 21Q: 3 clusters Score -6114042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -6114054.500000 Penalty: 5480.832031
	Iteration 22Q: 3 clusters Score -6114054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -6114061.500000 Penalty: 5480.832031
	Iteration 23Q: 3 clusters Score -6114062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -6114076.500000 Penalty: 5480.832031
	Iteration 24Q: 3 clusters Score -6114076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -6114074.000000 Penalty: 5480.832031
	Iteration 25Q: 3 clusters Score -6114074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56268 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -6114076.500000 Penalty: 5480.832031
	Iteration 26Q: 3 clusters Score -6114076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -6114073.000000 Penalty: 5480.832031
	Iteration 27Q: 3 clusters Score -6114073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -6114064.000000 Penalty: 5480.832031
	Iteration 28Q: 3 clusters Score -6114064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -6114072.000000 Penalty: 5480.832031
	Iteration 29Q: 3 clusters Score -6114072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -6114061.000000 Penalty: 5480.832031
	Iteration 30Q: 3 clusters Score -6114061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -6114060.500000 Penalty: 5480.832031
	Iteration 31Q: 3 clusters Score -6114060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -6114059.500000 Penalty: 5480.832031
	Iteration 32Q: 3 clusters Score -6114060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -6114053.500000 Penalty: 5480.832031
	Iteration 33Q: 3 clusters Score -6114054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -6114054.500000 Penalty: 5480.832031
	Iteration 34Q: 3 clusters Score -6114054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -6114054.000000 Penalty: 5480.832031
	Iteration 35Q: 3 clusters Score -6114054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -6114053.000000 Penalty: 5480.832031
	Iteration 36Q: 3 clusters Score -6114053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -6114055.500000 Penalty: 5480.832031
	Iteration 37Q: 3 clusters Score -6114056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -6114055.000000 Penalty: 5480.832031
	Iteration 38Q: 3 clusters Score -6114055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -6114053.000000 Penalty: 5480.832031
	Iteration 39Q: 3 clusters Score -6114053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -6114057.000000 Penalty: 5480.832031
	Iteration 40F: 3 clusters Score -6114057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56390 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -6114057.000000 Penalty: 5480.832031
	Iteration 41Q: 3 clusters Score -6114057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -6114058.500000 Penalty: 5480.832031
	Iteration 42Q: 3 clusters Score -6114058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -6114052.500000 Penalty: 5480.832031
	Iteration 43Q: 3 clusters Score -6114052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -6114050.000000 Penalty: 5480.832031
	Iteration 44Q: 3 clusters Score -6114050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -6114049.500000 Penalty: 5480.832031
	Iteration 45Q: 3 clusters Score -6114050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -6114052.500000 Penalty: 5480.832031
	Iteration 46Q: 3 clusters Score -6114052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -6114044.000000 Penalty: 5480.832031
	Iteration 47Q: 3 clusters Score -6114044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -6114037.000000 Penalty: 5480.832031
	Iteration 48Q: 3 clusters Score -6114037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -6114034.500000 Penalty: 5480.832031
	Iteration 49Q: 3 clusters Score -6114034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -6114038.500000 Penalty: 5480.832031
	Iteration 50Q: 3 clusters Score -6114038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -6114039.000000 Penalty: 5480.832031
	Iteration 51Q: 3 clusters Score -6114039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -6114039.000000 Penalty: 5480.832031
	Iteration 52F: 3 clusters Score -6114039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (127919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127919 members 
Entering Unmasked Estep 
Score: -12412291.000000 Penalty: 2916.269775
	Iteration 0F: 2 clusters Score -1.241229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 63918 members 
Entering Unmasked Estep 
Score: -12326675.000000 Penalty: 5832.539551
	Iteration 0F: 3 clusters Score -1.232668e+07 nChanged 60781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63314 members 
Mstep: Class 2 contains 64605 members 
Entering Unmasked Estep 
Score: -12361565.000000 Penalty: 5832.539551
	Iteration 1F: 3 clusters Score -1.236156e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -12362214.000000 Penalty: 5832.539551
	Iteration 2Q: 3 clusters Score -1.236221e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62283 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -12362889.000000 Penalty: 5832.539551
	Iteration 3Q: 3 clusters Score -1.236289e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 66481 members 
Entering Unmasked Estep 
Score: -12363767.000000 Penalty: 5832.539551
	Iteration 4Q: 3 clusters Score -1.236377e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 67723 members 
Entering Unmasked Estep 
Score: -12364651.000000 Penalty: 5832.539551
	Iteration 5Q: 3 clusters Score -1.236465e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58366 members 
Mstep: Class 2 contains 69553 members 
Entering Unmasked Estep 
Score: -12365812.000000 Penalty: 5832.539551
	Iteration 6Q: 3 clusters Score -1.236581e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 72147 members 
Entering Unmasked Estep 
Score: -12367326.000000 Penalty: 5832.539551
	Iteration 7Q: 3 clusters Score -1.236733e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 75675 members 
Entering Unmasked Estep 
Score: -12369399.000000 Penalty: 5832.539551
	Iteration 8Q: 3 clusters Score -1.23694e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 80337 members 
Entering Unmasked Estep 
Score: -12372586.000000 Penalty: 5832.539551
	Iteration 9Q: 3 clusters Score -1.237259e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 85995 members 
Entering Unmasked Estep 
Score: -12377271.000000 Penalty: 5832.539551
	Iteration 10F: 3 clusters Score -1.237727e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -12383228.000000 Penalty: 5832.539551
	Iteration 11F: 3 clusters Score -1.238323e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 97881 members 
Entering Unmasked Estep 
Score: -12389134.000000 Penalty: 5832.539551
	Iteration 12F: 3 clusters Score -1.238913e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 102323 members 
Entering Unmasked Estep 
Score: -12393392.000000 Penalty: 5832.539551
	Iteration 13Q: 3 clusters Score -1.239339e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 105771 members 
Entering Unmasked Estep 
Score: -12396015.000000 Penalty: 5832.539551
	Iteration 14Q: 3 clusters Score -1.239602e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 108776 members 
Entering Unmasked Estep 
Score: -12397826.000000 Penalty: 5832.539551
	Iteration 15Q: 3 clusters Score -1.239783e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 111526 members 
Entering Unmasked Estep 
Score: -12399466.000000 Penalty: 5832.539551
	Iteration 16Q: 3 clusters Score -1.239947e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 114079 members 
Entering Unmasked Estep 
Score: -12400891.000000 Penalty: 5832.539551
	Iteration 17Q: 3 clusters Score -1.240089e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 116429 members 
Entering Unmasked Estep 
Score: -12402180.000000 Penalty: 5832.539551
	Iteration 18Q: 3 clusters Score -1.240218e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 118558 members 
Entering Unmasked Estep 
Score: -12403480.000000 Penalty: 5832.539551
	Iteration 19Q: 3 clusters Score -1.240348e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 120477 members 
Entering Unmasked Estep 
Score: -12404705.000000 Penalty: 5832.539551
	Iteration 20F: 3 clusters Score -1.24047e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 122170 members 
Entering Unmasked Estep 
Score: -12405855.000000 Penalty: 5832.539551
	Iteration 21Q: 3 clusters Score -1.240586e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 123574 members 
Entering Unmasked Estep 
Score: -12406777.000000 Penalty: 5832.539551
	Iteration 22Q: 3 clusters Score -1.240678e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 124754 members 
Entering Unmasked Estep 
Score: -12407644.000000 Penalty: 5832.539551
	Iteration 23Q: 3 clusters Score -1.240764e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 125667 members 
Entering Unmasked Estep 
Score: -12408350.000000 Penalty: 5832.539551
	Iteration 24Q: 3 clusters Score -1.240835e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 126307 members 
Entering Unmasked Estep 
Score: -12408749.000000 Penalty: 5832.539551
	Iteration 25Q: 3 clusters Score -1.240875e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 126713 members 
Entering Unmasked Estep 
Score: -12409035.000000 Penalty: 5832.539551
	Iteration 26Q: 3 clusters Score -1.240904e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 126964 members 
Entering Unmasked Estep 
Score: -12409233.000000 Penalty: 5832.539551
	Iteration 27Q: 3 clusters Score -1.240923e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 127122 members 
Entering Unmasked Estep 
Score: -12409395.000000 Penalty: 5832.539551
	Iteration 28Q: 3 clusters Score -1.24094e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 127237 members 
Entering Unmasked Estep 
Score: -12409481.000000 Penalty: 5832.539551
	Iteration 29Q: 3 clusters Score -1.240948e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 127300 members 
Entering Unmasked Estep 
Score: -12409523.000000 Penalty: 5832.539551
	Iteration 30Q: 3 clusters Score -1.240952e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 127335 members 
Entering Unmasked Estep 
Score: -12409552.000000 Penalty: 5832.539551
	Iteration 31Q: 3 clusters Score -1.240955e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 127362 members 
Entering Unmasked Estep 
Score: -12409593.000000 Penalty: 5832.539551
	Iteration 32Q: 3 clusters Score -1.240959e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 127386 members 
Entering Unmasked Estep 
Score: -12409612.000000 Penalty: 5832.539551
	Iteration 33Q: 3 clusters Score -1.240961e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 127409 members 
Entering Unmasked Estep 
Score: -12409635.000000 Penalty: 5832.539551
	Iteration 34Q: 3 clusters Score -1.240964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 127430 members 
Entering Unmasked Estep 
Score: -12409656.000000 Penalty: 5832.539551
	Iteration 35Q: 3 clusters Score -1.240966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 127449 members 
Entering Unmasked Estep 
Score: -12409681.000000 Penalty: 5832.539551
	Iteration 36Q: 3 clusters Score -1.240968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 127465 members 
Entering Unmasked Estep 
Score: -12409695.000000 Penalty: 5832.539551
	Iteration 37Q: 3 clusters Score -1.24097e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 127477 members 
Entering Unmasked Estep 
Score: -12409704.000000 Penalty: 5832.539551
	Iteration 38Q: 3 clusters Score -1.24097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 127476 members 
Entering Unmasked Estep 
Score: -12409724.000000 Penalty: 5832.539551
	Iteration 39Q: 3 clusters Score -1.240972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 127480 members 
Entering Unmasked Estep 
Score: -12409724.000000 Penalty: 5832.539551
	Iteration 40F: 3 clusters Score -1.240972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 127484 members 
Entering Unmasked Estep 
Score: -12409737.000000 Penalty: 5832.539551
	Iteration 41Q: 3 clusters Score -1.240974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 127489 members 
Entering Unmasked Estep 
Score: -12409740.000000 Penalty: 5832.539551
	Iteration 42Q: 3 clusters Score -1.240974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 127492 members 
Entering Unmasked Estep 
Score: -12409746.000000 Penalty: 5832.539551
	Iteration 43Q: 3 clusters Score -1.240975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 127494 members 
Entering Unmasked Estep 
Score: -12409747.000000 Penalty: 5832.539551
	Iteration 44Q: 3 clusters Score -1.240975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 127495 members 
Entering Unmasked Estep 
Score: -12409742.000000 Penalty: 5832.539551
	Iteration 45Q: 3 clusters Score -1.240974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 127495 members 
Entering Unmasked Estep 
Score: -12409753.000000 Penalty: 5832.539551
	Iteration 46Q: 3 clusters Score -1.240975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 127495 members 
Entering Unmasked Estep 
Score: -12409753.000000 Penalty: 5832.539551
	Iteration 47F: 3 clusters Score -1.240975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Entering Unmasked Estep 
Score: -582174.250000 Penalty: 2168.277344
	Iteration 0F: 2 clusters Score -582174.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -576872.375000 Penalty: 4336.554688
	Iteration 0F: 3 clusters Score -576872.4 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -578294.062500 Penalty: 4336.554688
	Iteration 1F: 3 clusters Score -578294.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -578595.750000 Penalty: 4336.554688
	Iteration 2F: 3 clusters Score -578595.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -578882.375000 Penalty: 4336.554688
	Iteration 3F: 3 clusters Score -578882.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -579181.687500 Penalty: 4336.554688
	Iteration 4F: 3 clusters Score -579181.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -579458.875000 Penalty: 4336.554688
	Iteration 5Q: 3 clusters Score -579458.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -579754.000000 Penalty: 4336.554688
	Iteration 6Q: 3 clusters Score -579754 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -580048.937500 Penalty: 4336.554688
	Iteration 7Q: 3 clusters Score -580048.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -580328.062500 Penalty: 4336.554688
	Iteration 8Q: 3 clusters Score -580328.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -580605.312500 Penalty: 4336.554688
	Iteration 9Q: 3 clusters Score -580605.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -580823.687500 Penalty: 4336.554688
	Iteration 10Q: 3 clusters Score -580823.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -580997.875000 Penalty: 4336.554688
	Iteration 11Q: 3 clusters Score -580997.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -581152.062500 Penalty: 4336.554688
	Iteration 12Q: 3 clusters Score -581152.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -581258.125000 Penalty: 4336.554688
	Iteration 13Q: 3 clusters Score -581258.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -581315.812500 Penalty: 4336.554688
	Iteration 14Q: 3 clusters Score -581315.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -581345.250000 Penalty: 4336.554688
	Iteration 15Q: 3 clusters Score -581345.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -581367.312500 Penalty: 4336.554688
	Iteration 16Q: 3 clusters Score -581367.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -581379.000000 Penalty: 4336.554688
	Iteration 17Q: 3 clusters Score -581379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -581385.687500 Penalty: 4336.554688
	Iteration 18Q: 3 clusters Score -581385.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -581391.875000 Penalty: 4336.554688
	Iteration 19Q: 3 clusters Score -581391.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -581397.187500 Penalty: 4336.554688
	Iteration 20F: 3 clusters Score -581397.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -581403.437500 Penalty: 4336.554688
	Iteration 21Q: 3 clusters Score -581403.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -581407.375000 Penalty: 4336.554688
	Iteration 22Q: 3 clusters Score -581407.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -581410.062500 Penalty: 4336.554688
	Iteration 23Q: 3 clusters Score -581410.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -581411.750000 Penalty: 4336.554688
	Iteration 24Q: 3 clusters Score -581411.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -581411.187500 Penalty: 4336.554688
	Iteration 25Q: 3 clusters Score -581411.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -581411.375000 Penalty: 4336.554688
	Iteration 26Q: 3 clusters Score -581411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -581413.312500 Penalty: 4336.554688
	Iteration 27Q: 3 clusters Score -581413.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -581413.312500 Penalty: 4336.554688
	Iteration 28F: 3 clusters Score -581413.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Entering Unmasked Estep 
Score: -1474307.500000 Penalty: 2393.522705
	Iteration 0F: 2 clusters Score -1474308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1463160.250000 Penalty: 4787.045410
	Iteration 0F: 3 clusters Score -1463160 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1467211.500000 Penalty: 4787.045410
	Iteration 1F: 3 clusters Score -1467212 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1468037.750000 Penalty: 4787.045410
	Iteration 2F: 3 clusters Score -1468038 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1468911.625000 Penalty: 4787.045410
	Iteration 3F: 3 clusters Score -1468912 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1469813.000000 Penalty: 4787.045410
	Iteration 4F: 3 clusters Score -1469813 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1470601.500000 Penalty: 4787.045410
	Iteration 5F: 3 clusters Score -1470602 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1471102.125000 Penalty: 4787.045410
	Iteration 6F: 3 clusters Score -1471102 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1471368.625000 Penalty: 4787.045410
	Iteration 7Q: 3 clusters Score -1471369 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1471500.750000 Penalty: 4787.045410
	Iteration 8Q: 3 clusters Score -1471501 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1471610.000000 Penalty: 4787.045410
	Iteration 9Q: 3 clusters Score -1471610 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1471683.000000 Penalty: 4787.045410
	Iteration 10Q: 3 clusters Score -1471683 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1471733.375000 Penalty: 4787.045410
	Iteration 11Q: 3 clusters Score -1471733 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1471785.250000 Penalty: 4787.045410
	Iteration 12Q: 3 clusters Score -1471785 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1471832.125000 Penalty: 4787.045410
	Iteration 13Q: 3 clusters Score -1471832 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1471895.500000 Penalty: 4787.045410
	Iteration 14Q: 3 clusters Score -1471896 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1471975.500000 Penalty: 4787.045410
	Iteration 15Q: 3 clusters Score -1471976 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1472067.125000 Penalty: 4787.045410
	Iteration 16Q: 3 clusters Score -1472067 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1472182.125000 Penalty: 4787.045410
	Iteration 17Q: 3 clusters Score -1472182 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1472309.375000 Penalty: 4787.045410
	Iteration 18Q: 3 clusters Score -1472309 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1472469.375000 Penalty: 4787.045410
	Iteration 19Q: 3 clusters Score -1472469 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1472612.250000 Penalty: 4787.045410
	Iteration 20F: 3 clusters Score -1472612 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1472720.375000 Penalty: 4787.045410
	Iteration 21Q: 3 clusters Score -1472720 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1472820.250000 Penalty: 4787.045410
	Iteration 22Q: 3 clusters Score -1472820 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1472888.750000 Penalty: 4787.045410
	Iteration 23Q: 3 clusters Score -1472889 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1472948.375000 Penalty: 4787.045410
	Iteration 24Q: 3 clusters Score -1472948 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1473003.875000 Penalty: 4787.045410
	Iteration 25Q: 3 clusters Score -1473004 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1473042.250000 Penalty: 4787.045410
	Iteration 26Q: 3 clusters Score -1473042 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1473064.500000 Penalty: 4787.045410
	Iteration 27Q: 3 clusters Score -1473064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1473072.125000 Penalty: 4787.045410
	Iteration 28Q: 3 clusters Score -1473072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1473080.500000 Penalty: 4787.045410
	Iteration 29Q: 3 clusters Score -1473080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1473089.500000 Penalty: 4787.045410
	Iteration 30Q: 3 clusters Score -1473090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1473106.375000 Penalty: 4787.045410
	Iteration 31Q: 3 clusters Score -1473106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1473109.625000 Penalty: 4787.045410
	Iteration 32Q: 3 clusters Score -1473110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1473114.500000 Penalty: 4787.045410
	Iteration 33Q: 3 clusters Score -1473114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1473124.000000 Penalty: 4787.045410
	Iteration 34Q: 3 clusters Score -1473124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1473130.625000 Penalty: 4787.045410
	Iteration 35Q: 3 clusters Score -1473131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1473131.750000 Penalty: 4787.045410
	Iteration 36Q: 3 clusters Score -1473132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1473134.250000 Penalty: 4787.045410
	Iteration 37Q: 3 clusters Score -1473134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1473132.250000 Penalty: 4787.045410
	Iteration 38Q: 3 clusters Score -1473132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1473138.375000 Penalty: 4787.045410
	Iteration 39Q: 3 clusters Score -1473138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1473138.750000 Penalty: 4787.045410
	Iteration 40F: 3 clusters Score -1473139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1473139.375000 Penalty: 4787.045410
	Iteration 41Q: 3 clusters Score -1473139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1473141.875000 Penalty: 4787.045410
	Iteration 42Q: 3 clusters Score -1473142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1473140.250000 Penalty: 4787.045410
	Iteration 43Q: 3 clusters Score -1473140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1473142.625000 Penalty: 4787.045410
	Iteration 44Q: 3 clusters Score -1473143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1473141.375000 Penalty: 4787.045410
	Iteration 45Q: 3 clusters Score -1473141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1473144.500000 Penalty: 4787.045410
	Iteration 46Q: 3 clusters Score -1473144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1473140.375000 Penalty: 4787.045410
	Iteration 47Q: 3 clusters Score -1473140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1473142.000000 Penalty: 4787.045410
	Iteration 48Q: 3 clusters Score -1473142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1473141.750000 Penalty: 4787.045410
	Iteration 49Q: 3 clusters Score -1473142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1473144.875000 Penalty: 4787.045410
	Iteration 50Q: 3 clusters Score -1473145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1473144.750000 Penalty: 4787.045410
	Iteration 51Q: 3 clusters Score -1473145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1473147.500000 Penalty: 4787.045410
	Iteration 52Q: 3 clusters Score -1473148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1473148.125000 Penalty: 4787.045410
	Iteration 53Q: 3 clusters Score -1473148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1473143.375000 Penalty: 4787.045410
	Iteration 54Q: 3 clusters Score -1473143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1473144.750000 Penalty: 4787.045410
	Iteration 55Q: 3 clusters Score -1473145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1473149.500000 Penalty: 4787.045410
	Iteration 56Q: 3 clusters Score -1473150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1473150.875000 Penalty: 4787.045410
	Iteration 57Q: 3 clusters Score -1473151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1473151.875000 Penalty: 4787.045410
	Iteration 58Q: 3 clusters Score -1473152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1473151.875000 Penalty: 4787.045410
	Iteration 59F: 3 clusters Score -1473152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (227963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227963 members 
Entering Unmasked Estep 
Score: -22440964.000000 Penalty: 3059.560791
	Iteration 0F: 2 clusters Score -2.244096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114196 members 
Mstep: Class 2 contains 113767 members 
Entering Unmasked Estep 
Score: -22288634.000000 Penalty: 6119.121582
	Iteration 0F: 3 clusters Score -2.228863e+07 nChanged 109996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117876 members 
Mstep: Class 2 contains 110087 members 
Entering Unmasked Estep 
Score: -22353302.000000 Penalty: 6119.121582
	Iteration 1F: 3 clusters Score -2.23533e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120162 members 
Mstep: Class 2 contains 107801 members 
Entering Unmasked Estep 
Score: -22354630.000000 Penalty: 6119.121582
	Iteration 2Q: 3 clusters Score -2.235463e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123818 members 
Mstep: Class 2 contains 104145 members 
Entering Unmasked Estep 
Score: -22356492.000000 Penalty: 6119.121582
	Iteration 3Q: 3 clusters Score -2.235649e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129439 members 
Mstep: Class 2 contains 98524 members 
Entering Unmasked Estep 
Score: -22358804.000000 Penalty: 6119.121582
	Iteration 4Q: 3 clusters Score -2.23588e+07 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137874 members 
Mstep: Class 2 contains 90089 members 
Entering Unmasked Estep 
Score: -22362826.000000 Penalty: 6119.121582
	Iteration 5Q: 3 clusters Score -2.236283e+07 nChanged 12805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150025 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -22369582.000000 Penalty: 6119.121582
	Iteration 6F: 3 clusters Score -2.236958e+07 nChanged 16431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166232 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -22381056.000000 Penalty: 6119.121582
	Iteration 7F: 3 clusters Score -2.238106e+07 nChanged 19733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185931 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -22398266.000000 Penalty: 6119.121582
	Iteration 8F: 3 clusters Score -2.239827e+07 nChanged 19169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205096 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -22416262.000000 Penalty: 6119.121582
	Iteration 9F: 3 clusters Score -2.241626e+07 nChanged 13417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218511 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -22429482.000000 Penalty: 6119.121582
	Iteration 10F: 3 clusters Score -2.242948e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224794 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -22435516.000000 Penalty: 6119.121582
	Iteration 11Q: 3 clusters Score -2.243552e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226910 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -22437306.000000 Penalty: 6119.121582
	Iteration 12Q: 3 clusters Score -2.243731e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227483 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -22437858.000000 Penalty: 6119.121582
	Iteration 13Q: 3 clusters Score -2.243786e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227608 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22438072.000000 Penalty: 6119.121582
	Iteration 14Q: 3 clusters Score -2.243807e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227645 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -22438146.000000 Penalty: 6119.121582
	Iteration 15Q: 3 clusters Score -2.243815e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227664 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -22438186.000000 Penalty: 6119.121582
	Iteration 16Q: 3 clusters Score -2.243819e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227673 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22438222.000000 Penalty: 6119.121582
	Iteration 17Q: 3 clusters Score -2.243822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227683 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -22438228.000000 Penalty: 6119.121582
	Iteration 18Q: 3 clusters Score -2.243823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227685 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -22438236.000000 Penalty: 6119.121582
	Iteration 19Q: 3 clusters Score -2.243824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227686 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22438248.000000 Penalty: 6119.121582
	Iteration 20F: 3 clusters Score -2.243825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227686 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22438284.000000 Penalty: 6119.121582
	Iteration 21Q: 3 clusters Score -2.243828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227686 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22438284.000000 Penalty: 6119.121582
	Iteration 22F: 3 clusters Score -2.243828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Entering Unmasked Estep 
Score: -1178870.750000 Penalty: 2345.908203
	Iteration 0F: 2 clusters Score -1178871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1169446.125000 Penalty: 4691.816406
	Iteration 0F: 3 clusters Score -1169446 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1172362.125000 Penalty: 4691.816406
	Iteration 1F: 3 clusters Score -1172362 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1172736.250000 Penalty: 4691.816406
	Iteration 2F: 3 clusters Score -1172736 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1173084.375000 Penalty: 4691.816406
	Iteration 3F: 3 clusters Score -1173084 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1173439.500000 Penalty: 4691.816406
	Iteration 4Q: 3 clusters Score -1173440 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1173864.125000 Penalty: 4691.816406
	Iteration 5Q: 3 clusters Score -1173864 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1174420.000000 Penalty: 4691.816406
	Iteration 6F: 3 clusters Score -1174420 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1175046.000000 Penalty: 4691.816406
	Iteration 7F: 3 clusters Score -1175046 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1175731.125000 Penalty: 4691.816406
	Iteration 8F: 3 clusters Score -1175731 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1176439.750000 Penalty: 4691.816406
	Iteration 9F: 3 clusters Score -1176440 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1177063.750000 Penalty: 4691.816406
	Iteration 10Q: 3 clusters Score -1177064 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1177543.625000 Penalty: 4691.816406
	Iteration 11Q: 3 clusters Score -1177544 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1177909.500000 Penalty: 4691.816406
	Iteration 12Q: 3 clusters Score -1177910 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1178210.750000 Penalty: 4691.816406
	Iteration 13Q: 3 clusters Score -1178211 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1178376.750000 Penalty: 4691.816406
	Iteration 14Q: 3 clusters Score -1178377 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1178461.000000 Penalty: 4691.816406
	Iteration 15Q: 3 clusters Score -1178461 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1178517.750000 Penalty: 4691.816406
	Iteration 16Q: 3 clusters Score -1178518 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1178557.375000 Penalty: 4691.816406
	Iteration 17Q: 3 clusters Score -1178557 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1178591.125000 Penalty: 4691.816406
	Iteration 18Q: 3 clusters Score -1178591 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1178613.250000 Penalty: 4691.816406
	Iteration 19Q: 3 clusters Score -1178613 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1178636.250000 Penalty: 4691.816406
	Iteration 20F: 3 clusters Score -1178636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1178653.750000 Penalty: 4691.816406
	Iteration 21Q: 3 clusters Score -1178654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1178665.250000 Penalty: 4691.816406
	Iteration 22Q: 3 clusters Score -1178665 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1178679.875000 Penalty: 4691.816406
	Iteration 23Q: 3 clusters Score -1178680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1178690.000000 Penalty: 4691.816406
	Iteration 24Q: 3 clusters Score -1178690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1178698.750000 Penalty: 4691.816406
	Iteration 25Q: 3 clusters Score -1178699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1178699.875000 Penalty: 4691.816406
	Iteration 26Q: 3 clusters Score -1178700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1178699.375000 Penalty: 4691.816406
	Iteration 27Q: 3 clusters Score -1178699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1178703.375000 Penalty: 4691.816406
	Iteration 28Q: 3 clusters Score -1178703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1178704.875000 Penalty: 4691.816406
	Iteration 29Q: 3 clusters Score -1178705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1178705.000000 Penalty: 4691.816406
	Iteration 30Q: 3 clusters Score -1178705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1178705.875000 Penalty: 4691.816406
	Iteration 31Q: 3 clusters Score -1178706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1178705.875000 Penalty: 4691.816406
	Iteration 32Q: 3 clusters Score -1178706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1178709.875000 Penalty: 4691.816406
	Iteration 33Q: 3 clusters Score -1178710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1178713.250000 Penalty: 4691.816406
	Iteration 34Q: 3 clusters Score -1178713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1178714.125000 Penalty: 4691.816406
	Iteration 35Q: 3 clusters Score -1178714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1178718.125000 Penalty: 4691.816406
	Iteration 36Q: 3 clusters Score -1178718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1178723.375000 Penalty: 4691.816406
	Iteration 37Q: 3 clusters Score -1178723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1178730.250000 Penalty: 4691.816406
	Iteration 38Q: 3 clusters Score -1178730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1178732.625000 Penalty: 4691.816406
	Iteration 39Q: 3 clusters Score -1178733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1178734.375000 Penalty: 4691.816406
	Iteration 40F: 3 clusters Score -1178734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1178734.000000 Penalty: 4691.816406
	Iteration 41Q: 3 clusters Score -1178734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1178736.625000 Penalty: 4691.816406
	Iteration 42Q: 3 clusters Score -1178737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1178739.625000 Penalty: 4691.816406
	Iteration 43Q: 3 clusters Score -1178740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1178741.250000 Penalty: 4691.816406
	Iteration 44Q: 3 clusters Score -1178741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1178742.250000 Penalty: 4691.816406
	Iteration 45Q: 3 clusters Score -1178742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1178744.625000 Penalty: 4691.816406
	Iteration 46Q: 3 clusters Score -1178745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1178748.000000 Penalty: 4691.816406
	Iteration 47Q: 3 clusters Score -1178748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1178745.500000 Penalty: 4691.816406
	Iteration 48Q: 3 clusters Score -1178746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1178748.375000 Penalty: 4691.816406
	Iteration 49Q: 3 clusters Score -1178748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1178756.250000 Penalty: 4691.816406
	Iteration 50Q: 3 clusters Score -1178756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1178756.250000 Penalty: 4691.816406
	Iteration 51Q: 3 clusters Score -1178756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1178762.000000 Penalty: 4691.816406
	Iteration 52Q: 3 clusters Score -1178762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1178760.375000 Penalty: 4691.816406
	Iteration 53Q: 3 clusters Score -1178760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1178767.000000 Penalty: 4691.816406
	Iteration 54Q: 3 clusters Score -1178767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1178770.250000 Penalty: 4691.816406
	Iteration 55Q: 3 clusters Score -1178770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1178777.625000 Penalty: 4691.816406
	Iteration 56Q: 3 clusters Score -1178778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1178784.875000 Penalty: 4691.816406
	Iteration 57Q: 3 clusters Score -1178785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1178793.000000 Penalty: 4691.816406
	Iteration 58Q: 3 clusters Score -1178793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1178802.625000 Penalty: 4691.816406
	Iteration 59Q: 3 clusters Score -1178803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1178811.625000 Penalty: 4691.816406
	Iteration 60F: 3 clusters Score -1178812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1178822.125000 Penalty: 4691.816406
	Iteration 61Q: 3 clusters Score -1178822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1178828.500000 Penalty: 4691.816406
	Iteration 62Q: 3 clusters Score -1178828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1178843.375000 Penalty: 4691.816406
	Iteration 63Q: 3 clusters Score -1178843 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1178856.000000 Penalty: 4691.816406
	Iteration 64Q: 3 clusters Score -1178856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1178869.000000 Penalty: 4691.816406
	Iteration 65Q: 3 clusters Score -1178869 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1178880.125000 Penalty: 4691.816406
	Iteration 66Q: 3 clusters Score -1178880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1178898.375000 Penalty: 4691.816406
	Iteration 67Q: 3 clusters Score -1178898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1178910.500000 Penalty: 4691.816406
	Iteration 68Q: 3 clusters Score -1178910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1178943.375000 Penalty: 4691.816406
	Iteration 69Q: 3 clusters Score -1178943 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1178980.500000 Penalty: 4691.816406
	Iteration 70Q: 3 clusters Score -1178980 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1179031.500000 Penalty: 4691.816406
	Iteration 71Q: 3 clusters Score -1179032 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1179100.625000 Penalty: 4691.816406
	Iteration 72Q: 3 clusters Score -1179101 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1179185.250000 Penalty: 4691.816406
	Iteration 73Q: 3 clusters Score -1179185 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1179276.875000 Penalty: 4691.816406
	Iteration 74Q: 3 clusters Score -1179277 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1179368.500000 Penalty: 4691.816406
	Iteration 75Q: 3 clusters Score -1179368 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1179445.000000 Penalty: 4691.816406
	Iteration 76Q: 3 clusters Score -1179445 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1179497.375000 Penalty: 4691.816406
	Iteration 77Q: 3 clusters Score -1179497 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1179542.875000 Penalty: 4691.816406
	Iteration 78Q: 3 clusters Score -1179543 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1179572.750000 Penalty: 4691.816406
	Iteration 79Q: 3 clusters Score -1179573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1179653.750000 Penalty: 4691.816406
	Iteration 80F: 3 clusters Score -1179654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1179709.375000 Penalty: 4691.816406
	Iteration 81Q: 3 clusters Score -1179709 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1179743.500000 Penalty: 4691.816406
	Iteration 82Q: 3 clusters Score -1179744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1179758.000000 Penalty: 4691.816406
	Iteration 83Q: 3 clusters Score -1179758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1179768.875000 Penalty: 4691.816406
	Iteration 84Q: 3 clusters Score -1179769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1179770.875000 Penalty: 4691.816406
	Iteration 85Q: 3 clusters Score -1179771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1179771.125000 Penalty: 4691.816406
	Iteration 86Q: 3 clusters Score -1179771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1179774.500000 Penalty: 4691.816406
	Iteration 87Q: 3 clusters Score -1179774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1179781.250000 Penalty: 4691.816406
	Iteration 88Q: 3 clusters Score -1179781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1179785.375000 Penalty: 4691.816406
	Iteration 89Q: 3 clusters Score -1179785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1179784.750000 Penalty: 4691.816406
	Iteration 90Q: 3 clusters Score -1179785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1179784.875000 Penalty: 4691.816406
	Iteration 91Q: 3 clusters Score -1179785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1179787.500000 Penalty: 4691.816406
	Iteration 92Q: 3 clusters Score -1179788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1179787.250000 Penalty: 4691.816406
	Iteration 93Q: 3 clusters Score -1179787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1179787.125000 Penalty: 4691.816406
	Iteration 94Q: 3 clusters Score -1179787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1179787.125000 Penalty: 4691.816406
	Iteration 95F: 3 clusters Score -1179787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9757 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101261 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223371 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10394 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12487 members 
Mstep: Class 14 contains 305939 members 
Mstep: Class 15 contains 217173 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 5128 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11840 members 
Mstep: Class 30 contains 7168 members 
Mstep: Class 31 contains 12432 members 
Mstep: Class 32 contains 6866 members 
Mstep: Class 33 contains 9195 members 
Mstep: Class 34 contains 6873 members 
Mstep: Class 35 contains 8308 members 
Mstep: Class 36 contains 7699 members 
Entering Unmasked Estep 
Score: -157714272.000000 Penalty: 127934.179688
Splitting cluster 25 changes total score from -157714240.000000 to -157714272.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -926067.250000 Penalty: 2277.732910
	Iteration 0F: 2 clusters Score -926067.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -918630.750000 Penalty: 4555.465820
	Iteration 0F: 3 clusters Score -918630.8 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -920890.125000 Penalty: 4555.465820
	Iteration 1F: 3 clusters Score -920890.1 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -921352.062500 Penalty: 4555.465820
	Iteration 2F: 3 clusters Score -921352.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -921821.000000 Penalty: 4555.465820
	Iteration 3F: 3 clusters Score -921821 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -922355.625000 Penalty: 4555.465820
	Iteration 4F: 3 clusters Score -922355.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -922958.750000 Penalty: 4555.465820
	Iteration 5F: 3 clusters Score -922958.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -923553.812500 Penalty: 4555.465820
	Iteration 6F: 3 clusters Score -923553.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -924081.875000 Penalty: 4555.465820
	Iteration 7F: 3 clusters Score -924081.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -924480.687500 Penalty: 4555.465820
	Iteration 8F: 3 clusters Score -924480.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -924756.562500 Penalty: 4555.465820
	Iteration 9Q: 3 clusters Score -924756.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -924920.750000 Penalty: 4555.465820
	Iteration 10Q: 3 clusters Score -924920.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -925009.062500 Penalty: 4555.465820
	Iteration 11Q: 3 clusters Score -925009.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -925064.937500 Penalty: 4555.465820
	Iteration 12Q: 3 clusters Score -925064.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -925107.062500 Penalty: 4555.465820
	Iteration 13Q: 3 clusters Score -925107.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -925142.000000 Penalty: 4555.465820
	Iteration 14Q: 3 clusters Score -925142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -925168.187500 Penalty: 4555.465820
	Iteration 15Q: 3 clusters Score -925168.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -925189.562500 Penalty: 4555.465820
	Iteration 16Q: 3 clusters Score -925189.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -925212.937500 Penalty: 4555.465820
	Iteration 17Q: 3 clusters Score -925212.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -925244.062500 Penalty: 4555.465820
	Iteration 18Q: 3 clusters Score -925244.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -925261.625000 Penalty: 4555.465820
	Iteration 19Q: 3 clusters Score -925261.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -925279.312500 Penalty: 4555.465820
	Iteration 20F: 3 clusters Score -925279.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -925293.125000 Penalty: 4555.465820
	Iteration 21Q: 3 clusters Score -925293.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -925308.812500 Penalty: 4555.465820
	Iteration 22Q: 3 clusters Score -925308.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -925324.062500 Penalty: 4555.465820
	Iteration 23Q: 3 clusters Score -925324.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -925332.875000 Penalty: 4555.465820
	Iteration 24Q: 3 clusters Score -925332.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -925343.937500 Penalty: 4555.465820
	Iteration 25Q: 3 clusters Score -925343.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -925352.312500 Penalty: 4555.465820
	Iteration 26Q: 3 clusters Score -925352.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -925363.625000 Penalty: 4555.465820
	Iteration 27Q: 3 clusters Score -925363.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -925373.375000 Penalty: 4555.465820
	Iteration 28Q: 3 clusters Score -925373.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -925377.937500 Penalty: 4555.465820
	Iteration 29Q: 3 clusters Score -925377.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -925387.062500 Penalty: 4555.465820
	Iteration 30Q: 3 clusters Score -925387.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -925395.250000 Penalty: 4555.465820
	Iteration 31Q: 3 clusters Score -925395.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -925406.750000 Penalty: 4555.465820
	Iteration 32Q: 3 clusters Score -925406.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -925418.687500 Penalty: 4555.465820
	Iteration 33Q: 3 clusters Score -925418.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -925425.250000 Penalty: 4555.465820
	Iteration 34Q: 3 clusters Score -925425.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -925435.750000 Penalty: 4555.465820
	Iteration 35Q: 3 clusters Score -925435.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -925449.000000 Penalty: 4555.465820
	Iteration 36Q: 3 clusters Score -925449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -925450.750000 Penalty: 4555.465820
	Iteration 37Q: 3 clusters Score -925450.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -925456.250000 Penalty: 4555.465820
	Iteration 38Q: 3 clusters Score -925456.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -925455.875000 Penalty: 4555.465820
	Iteration 39Q: 3 clusters Score -925455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -925455.687500 Penalty: 4555.465820
	Iteration 40F: 3 clusters Score -925455.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Entering Unmasked Estep 
Score: -1453454.875000 Penalty: 2399.840088
	Iteration 0F: 2 clusters Score -1453455 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 8010 members 
Entering Unmasked Estep 
Score: -1441974.000000 Penalty: 4799.680176
	Iteration 0F: 3 clusters Score -1441974 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1445779.625000 Penalty: 4799.680176
	Iteration 1F: 3 clusters Score -1445780 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1446283.000000 Penalty: 4799.680176
	Iteration 2F: 3 clusters Score -1446283 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1446807.750000 Penalty: 4799.680176
	Iteration 3F: 3 clusters Score -1446808 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1447395.875000 Penalty: 4799.680176
	Iteration 4F: 3 clusters Score -1447396 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1448040.125000 Penalty: 4799.680176
	Iteration 5F: 3 clusters Score -1448040 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1448723.000000 Penalty: 4799.680176
	Iteration 6F: 3 clusters Score -1448723 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1449348.125000 Penalty: 4799.680176
	Iteration 7F: 3 clusters Score -1449348 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1449895.875000 Penalty: 4799.680176
	Iteration 8F: 3 clusters Score -1449896 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1450309.125000 Penalty: 4799.680176
	Iteration 9Q: 3 clusters Score -1450309 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1450607.500000 Penalty: 4799.680176
	Iteration 10Q: 3 clusters Score -1450608 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1450840.500000 Penalty: 4799.680176
	Iteration 11Q: 3 clusters Score -1450840 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1451033.500000 Penalty: 4799.680176
	Iteration 12Q: 3 clusters Score -1451034 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1451178.500000 Penalty: 4799.680176
	Iteration 13Q: 3 clusters Score -1451178 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1451286.500000 Penalty: 4799.680176
	Iteration 14Q: 3 clusters Score -1451286 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1451352.875000 Penalty: 4799.680176
	Iteration 15Q: 3 clusters Score -1451353 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1451419.375000 Penalty: 4799.680176
	Iteration 16Q: 3 clusters Score -1451419 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1451477.500000 Penalty: 4799.680176
	Iteration 17Q: 3 clusters Score -1451478 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1451520.875000 Penalty: 4799.680176
	Iteration 18Q: 3 clusters Score -1451521 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1451565.875000 Penalty: 4799.680176
	Iteration 19Q: 3 clusters Score -1451566 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1451601.375000 Penalty: 4799.680176
	Iteration 20F: 3 clusters Score -1451601 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1451636.750000 Penalty: 4799.680176
	Iteration 21Q: 3 clusters Score -1451637 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1451694.875000 Penalty: 4799.680176
	Iteration 22Q: 3 clusters Score -1451695 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1451763.125000 Penalty: 4799.680176
	Iteration 23Q: 3 clusters Score -1451763 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1451879.250000 Penalty: 4799.680176
	Iteration 24Q: 3 clusters Score -1451879 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1452005.875000 Penalty: 4799.680176
	Iteration 25Q: 3 clusters Score -1452006 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1452086.875000 Penalty: 4799.680176
	Iteration 26Q: 3 clusters Score -1452087 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1452150.375000 Penalty: 4799.680176
	Iteration 27Q: 3 clusters Score -1452150 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1452189.500000 Penalty: 4799.680176
	Iteration 28Q: 3 clusters Score -1452190 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1452227.500000 Penalty: 4799.680176
	Iteration 29Q: 3 clusters Score -1452228 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1452254.375000 Penalty: 4799.680176
	Iteration 30Q: 3 clusters Score -1452254 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1452283.125000 Penalty: 4799.680176
	Iteration 31Q: 3 clusters Score -1452283 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1452303.750000 Penalty: 4799.680176
	Iteration 32Q: 3 clusters Score -1452304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1452327.125000 Penalty: 4799.680176
	Iteration 33Q: 3 clusters Score -1452327 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1452350.000000 Penalty: 4799.680176
	Iteration 34Q: 3 clusters Score -1452350 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1452368.125000 Penalty: 4799.680176
	Iteration 35Q: 3 clusters Score -1452368 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1452392.125000 Penalty: 4799.680176
	Iteration 36Q: 3 clusters Score -1452392 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1452411.625000 Penalty: 4799.680176
	Iteration 37Q: 3 clusters Score -1452412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1452427.375000 Penalty: 4799.680176
	Iteration 38Q: 3 clusters Score -1452427 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1452436.375000 Penalty: 4799.680176
	Iteration 39Q: 3 clusters Score -1452436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1452450.500000 Penalty: 4799.680176
	Iteration 40F: 3 clusters Score -1452450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1452453.750000 Penalty: 4799.680176
	Iteration 41Q: 3 clusters Score -1452454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1452452.500000 Penalty: 4799.680176
	Iteration 42Q: 3 clusters Score -1452452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1452459.125000 Penalty: 4799.680176
	Iteration 43Q: 3 clusters Score -1452459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1452471.000000 Penalty: 4799.680176
	Iteration 44Q: 3 clusters Score -1452471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1452473.625000 Penalty: 4799.680176
	Iteration 45Q: 3 clusters Score -1452474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1452482.375000 Penalty: 4799.680176
	Iteration 46Q: 3 clusters Score -1452482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1452484.750000 Penalty: 4799.680176
	Iteration 47Q: 3 clusters Score -1452485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1452496.500000 Penalty: 4799.680176
	Iteration 48Q: 3 clusters Score -1452496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1452506.375000 Penalty: 4799.680176
	Iteration 49Q: 3 clusters Score -1452506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1452508.250000 Penalty: 4799.680176
	Iteration 50Q: 3 clusters Score -1452508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1452511.000000 Penalty: 4799.680176
	Iteration 51Q: 3 clusters Score -1452511 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1452520.500000 Penalty: 4799.680176
	Iteration 52Q: 3 clusters Score -1452520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1452527.750000 Penalty: 4799.680176
	Iteration 53Q: 3 clusters Score -1452528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1452534.375000 Penalty: 4799.680176
	Iteration 54Q: 3 clusters Score -1452534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1452537.500000 Penalty: 4799.680176
	Iteration 55Q: 3 clusters Score -1452538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1452541.375000 Penalty: 4799.680176
	Iteration 56Q: 3 clusters Score -1452541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1452546.000000 Penalty: 4799.680176
	Iteration 57Q: 3 clusters Score -1452546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1452543.500000 Penalty: 4799.680176
	Iteration 58Q: 3 clusters Score -1452544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1452541.875000 Penalty: 4799.680176
	Iteration 59Q: 3 clusters Score -1452542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1452549.000000 Penalty: 4799.680176
	Iteration 60F: 3 clusters Score -1452549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1452553.500000 Penalty: 4799.680176
	Iteration 61Q: 3 clusters Score -1452554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1452557.625000 Penalty: 4799.680176
	Iteration 62Q: 3 clusters Score -1452558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1452562.625000 Penalty: 4799.680176
	Iteration 63Q: 3 clusters Score -1452563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1452564.125000 Penalty: 4799.680176
	Iteration 64Q: 3 clusters Score -1452564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1452567.375000 Penalty: 4799.680176
	Iteration 65Q: 3 clusters Score -1452567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1452569.000000 Penalty: 4799.680176
	Iteration 66Q: 3 clusters Score -1452569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1452575.750000 Penalty: 4799.680176
	Iteration 67Q: 3 clusters Score -1452576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1452575.000000 Penalty: 4799.680176
	Iteration 68Q: 3 clusters Score -1452575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1452573.500000 Penalty: 4799.680176
	Iteration 69Q: 3 clusters Score -1452574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1452576.875000 Penalty: 4799.680176
	Iteration 70Q: 3 clusters Score -1452577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1452579.000000 Penalty: 4799.680176
	Iteration 71Q: 3 clusters Score -1452579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1452577.125000 Penalty: 4799.680176
	Iteration 72Q: 3 clusters Score -1452577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1452577.375000 Penalty: 4799.680176
	Iteration 73Q: 3 clusters Score -1452577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1452577.750000 Penalty: 4799.680176
	Iteration 74Q: 3 clusters Score -1452578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1452578.625000 Penalty: 4799.680176
	Iteration 75Q: 3 clusters Score -1452579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1452578.625000 Penalty: 4799.680176
	Iteration 76F: 3 clusters Score -1452579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Entering Unmasked Estep 
Score: -493086.375000 Penalty: 2129.089600
	Iteration 0F: 2 clusters Score -493086.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -488346.031250 Penalty: 4258.179199
	Iteration 0F: 3 clusters Score -488346 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -489481.343750 Penalty: 4258.179199
	Iteration 1F: 3 clusters Score -489481.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -489704.125000 Penalty: 4258.179199
	Iteration 2F: 3 clusters Score -489704.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -489854.250000 Penalty: 4258.179199
	Iteration 3Q: 3 clusters Score -489854.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -489975.093750 Penalty: 4258.179199
	Iteration 4Q: 3 clusters Score -489975.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -490084.875000 Penalty: 4258.179199
	Iteration 5Q: 3 clusters Score -490084.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -490185.000000 Penalty: 4258.179199
	Iteration 6Q: 3 clusters Score -490185 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -490265.875000 Penalty: 4258.179199
	Iteration 7Q: 3 clusters Score -490265.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -490339.562500 Penalty: 4258.179199
	Iteration 8Q: 3 clusters Score -490339.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -490404.562500 Penalty: 4258.179199
	Iteration 9Q: 3 clusters Score -490404.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -490464.531250 Penalty: 4258.179199
	Iteration 10Q: 3 clusters Score -490464.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -490525.312500 Penalty: 4258.179199
	Iteration 11Q: 3 clusters Score -490525.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -490591.718750 Penalty: 4258.179199
	Iteration 12Q: 3 clusters Score -490591.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -490666.593750 Penalty: 4258.179199
	Iteration 13Q: 3 clusters Score -490666.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -490749.562500 Penalty: 4258.179199
	Iteration 14Q: 3 clusters Score -490749.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -490858.500000 Penalty: 4258.179199
	Iteration 15Q: 3 clusters Score -490858.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -490957.781250 Penalty: 4258.179199
	Iteration 16Q: 3 clusters Score -490957.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -491046.781250 Penalty: 4258.179199
	Iteration 17Q: 3 clusters Score -491046.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -491156.750000 Penalty: 4258.179199
	Iteration 18Q: 3 clusters Score -491156.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -491281.312500 Penalty: 4258.179199
	Iteration 19Q: 3 clusters Score -491281.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -491393.968750 Penalty: 4258.179199
	Iteration 20F: 3 clusters Score -491394 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -491473.875000 Penalty: 4258.179199
	Iteration 21Q: 3 clusters Score -491473.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -491533.000000 Penalty: 4258.179199
	Iteration 22Q: 3 clusters Score -491533 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -491576.562500 Penalty: 4258.179199
	Iteration 23Q: 3 clusters Score -491576.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -491602.625000 Penalty: 4258.179199
	Iteration 24Q: 3 clusters Score -491602.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -491621.468750 Penalty: 4258.179199
	Iteration 25Q: 3 clusters Score -491621.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -491634.531250 Penalty: 4258.179199
	Iteration 26Q: 3 clusters Score -491634.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -491643.281250 Penalty: 4258.179199
	Iteration 27Q: 3 clusters Score -491643.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -491648.531250 Penalty: 4258.179199
	Iteration 28Q: 3 clusters Score -491648.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -491652.531250 Penalty: 4258.179199
	Iteration 29Q: 3 clusters Score -491652.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -491654.250000 Penalty: 4258.179199
	Iteration 30Q: 3 clusters Score -491654.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -491654.718750 Penalty: 4258.179199
	Iteration 31Q: 3 clusters Score -491654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -491655.250000 Penalty: 4258.179199
	Iteration 32Q: 3 clusters Score -491655.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -491656.062500 Penalty: 4258.179199
	Iteration 33Q: 3 clusters Score -491656.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -491657.500000 Penalty: 4258.179199
	Iteration 34Q: 3 clusters Score -491657.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -491658.281250 Penalty: 4258.179199
	Iteration 35Q: 3 clusters Score -491658.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -491658.937500 Penalty: 4258.179199
	Iteration 36Q: 3 clusters Score -491658.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -491658.875000 Penalty: 4258.179199
	Iteration 37Q: 3 clusters Score -491658.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -491660.250000 Penalty: 4258.179199
	Iteration 38Q: 3 clusters Score -491660.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -491660.750000 Penalty: 4258.179199
	Iteration 39Q: 3 clusters Score -491660.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -491661.718750 Penalty: 4258.179199
	Iteration 40F: 3 clusters Score -491661.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Entering Unmasked Estep 
Score: -1113272.000000 Penalty: 2326.051270
	Iteration 0F: 2 clusters Score -1113272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1104408.750000 Penalty: 4652.102539
	Iteration 0F: 3 clusters Score -1104409 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1107120.250000 Penalty: 4652.102539
	Iteration 1F: 3 clusters Score -1107120 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1107476.875000 Penalty: 4652.102539
	Iteration 2F: 3 clusters Score -1107477 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1107876.500000 Penalty: 4652.102539
	Iteration 3F: 3 clusters Score -1107876 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1108410.500000 Penalty: 4652.102539
	Iteration 4F: 3 clusters Score -1108410 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1108981.500000 Penalty: 4652.102539
	Iteration 5F: 3 clusters Score -1108982 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1109549.750000 Penalty: 4652.102539
	Iteration 6F: 3 clusters Score -1109550 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1110138.750000 Penalty: 4652.102539
	Iteration 7F: 3 clusters Score -1110139 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1110675.875000 Penalty: 4652.102539
	Iteration 8F: 3 clusters Score -1110676 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1111044.000000 Penalty: 4652.102539
	Iteration 9F: 3 clusters Score -1111044 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1111267.375000 Penalty: 4652.102539
	Iteration 10Q: 3 clusters Score -1111267 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1111422.000000 Penalty: 4652.102539
	Iteration 11Q: 3 clusters Score -1111422 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1111531.000000 Penalty: 4652.102539
	Iteration 12Q: 3 clusters Score -1111531 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1111607.375000 Penalty: 4652.102539
	Iteration 13Q: 3 clusters Score -1111607 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1111676.875000 Penalty: 4652.102539
	Iteration 14Q: 3 clusters Score -1111677 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1111736.500000 Penalty: 4652.102539
	Iteration 15Q: 3 clusters Score -1111736 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1111803.375000 Penalty: 4652.102539
	Iteration 16Q: 3 clusters Score -1111803 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1111879.875000 Penalty: 4652.102539
	Iteration 17Q: 3 clusters Score -1111880 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1111944.750000 Penalty: 4652.102539
	Iteration 18Q: 3 clusters Score -1111945 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1112004.000000 Penalty: 4652.102539
	Iteration 19Q: 3 clusters Score -1112004 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1112076.625000 Penalty: 4652.102539
	Iteration 20F: 3 clusters Score -1112077 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1112143.750000 Penalty: 4652.102539
	Iteration 21Q: 3 clusters Score -1112144 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1112218.500000 Penalty: 4652.102539
	Iteration 22Q: 3 clusters Score -1112218 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1112300.625000 Penalty: 4652.102539
	Iteration 23Q: 3 clusters Score -1112301 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1112384.375000 Penalty: 4652.102539
	Iteration 24Q: 3 clusters Score -1112384 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1112462.000000 Penalty: 4652.102539
	Iteration 25Q: 3 clusters Score -1112462 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1112534.000000 Penalty: 4652.102539
	Iteration 26Q: 3 clusters Score -1112534 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1112579.375000 Penalty: 4652.102539
	Iteration 27Q: 3 clusters Score -1112579 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1112624.875000 Penalty: 4652.102539
	Iteration 28Q: 3 clusters Score -1112625 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1112656.625000 Penalty: 4652.102539
	Iteration 29Q: 3 clusters Score -1112657 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1112689.875000 Penalty: 4652.102539
	Iteration 30Q: 3 clusters Score -1112690 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1112718.500000 Penalty: 4652.102539
	Iteration 31Q: 3 clusters Score -1112718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1112744.125000 Penalty: 4652.102539
	Iteration 32Q: 3 clusters Score -1112744 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1112771.625000 Penalty: 4652.102539
	Iteration 33Q: 3 clusters Score -1112772 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1112797.250000 Penalty: 4652.102539
	Iteration 34Q: 3 clusters Score -1112797 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1112822.750000 Penalty: 4652.102539
	Iteration 35Q: 3 clusters Score -1112823 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1112847.625000 Penalty: 4652.102539
	Iteration 36Q: 3 clusters Score -1112848 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1112864.000000 Penalty: 4652.102539
	Iteration 37Q: 3 clusters Score -1112864 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1112882.250000 Penalty: 4652.102539
	Iteration 38Q: 3 clusters Score -1112882 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1112896.125000 Penalty: 4652.102539
	Iteration 39Q: 3 clusters Score -1112896 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1112909.875000 Penalty: 4652.102539
	Iteration 40F: 3 clusters Score -1112910 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1112931.625000 Penalty: 4652.102539
	Iteration 41Q: 3 clusters Score -1112932 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1112949.500000 Penalty: 4652.102539
	Iteration 42Q: 3 clusters Score -1112950 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1112966.375000 Penalty: 4652.102539
	Iteration 43Q: 3 clusters Score -1112966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1112983.750000 Penalty: 4652.102539
	Iteration 44Q: 3 clusters Score -1112984 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1112999.750000 Penalty: 4652.102539
	Iteration 45Q: 3 clusters Score -1113000 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1113025.375000 Penalty: 4652.102539
	Iteration 46Q: 3 clusters Score -1113025 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1113047.000000 Penalty: 4652.102539
	Iteration 47Q: 3 clusters Score -1113047 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1113065.250000 Penalty: 4652.102539
	Iteration 48Q: 3 clusters Score -1113065 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1113086.000000 Penalty: 4652.102539
	Iteration 49Q: 3 clusters Score -1113086 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1113104.875000 Penalty: 4652.102539
	Iteration 50Q: 3 clusters Score -1113105 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1113128.250000 Penalty: 4652.102539
	Iteration 51Q: 3 clusters Score -1113128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1113152.500000 Penalty: 4652.102539
	Iteration 52Q: 3 clusters Score -1113152 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1113173.250000 Penalty: 4652.102539
	Iteration 53Q: 3 clusters Score -1113173 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1113188.000000 Penalty: 4652.102539
	Iteration 54Q: 3 clusters Score -1113188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1113204.625000 Penalty: 4652.102539
	Iteration 55Q: 3 clusters Score -1113205 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1113216.125000 Penalty: 4652.102539
	Iteration 56Q: 3 clusters Score -1113216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1113224.500000 Penalty: 4652.102539
	Iteration 57Q: 3 clusters Score -1113224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1113235.500000 Penalty: 4652.102539
	Iteration 58Q: 3 clusters Score -1113236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1113247.125000 Penalty: 4652.102539
	Iteration 59Q: 3 clusters Score -1113247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1113254.750000 Penalty: 4652.102539
	Iteration 60F: 3 clusters Score -1113255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1113258.000000 Penalty: 4652.102539
	Iteration 61Q: 3 clusters Score -1113258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1113261.500000 Penalty: 4652.102539
	Iteration 62Q: 3 clusters Score -1113262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1113267.875000 Penalty: 4652.102539
	Iteration 63Q: 3 clusters Score -1113268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1113273.125000 Penalty: 4652.102539
	Iteration 64Q: 3 clusters Score -1113273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1113275.375000 Penalty: 4652.102539
	Iteration 65Q: 3 clusters Score -1113275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1113278.250000 Penalty: 4652.102539
	Iteration 66Q: 3 clusters Score -1113278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1113283.125000 Penalty: 4652.102539
	Iteration 67Q: 3 clusters Score -1113283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1113283.375000 Penalty: 4652.102539
	Iteration 68Q: 3 clusters Score -1113283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1113288.625000 Penalty: 4652.102539
	Iteration 69Q: 3 clusters Score -1113289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1113290.375000 Penalty: 4652.102539
	Iteration 70Q: 3 clusters Score -1113290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1113289.125000 Penalty: 4652.102539
	Iteration 71Q: 3 clusters Score -1113289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1113291.000000 Penalty: 4652.102539
	Iteration 72Q: 3 clusters Score -1113291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1113291.125000 Penalty: 4652.102539
	Iteration 73Q: 3 clusters Score -1113291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1113293.000000 Penalty: 4652.102539
	Iteration 74Q: 3 clusters Score -1113293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1113294.250000 Penalty: 4652.102539
	Iteration 75Q: 3 clusters Score -1113294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1113295.500000 Penalty: 4652.102539
	Iteration 76Q: 3 clusters Score -1113296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1113295.375000 Penalty: 4652.102539
	Iteration 77Q: 3 clusters Score -1113295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1113295.375000 Penalty: 4652.102539
	Iteration 78F: 3 clusters Score -1113295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9757 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101261 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223371 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10394 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12487 members 
Mstep: Class 14 contains 305939 members 
Mstep: Class 15 contains 217173 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 5128 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 3162 members 
Mstep: Class 30 contains 7168 members 
Mstep: Class 31 contains 12432 members 
Mstep: Class 32 contains 6866 members 
Mstep: Class 33 contains 9195 members 
Mstep: Class 34 contains 6873 members 
Mstep: Class 35 contains 8308 members 
Mstep: Class 36 contains 7699 members 
Mstep: Class 37 contains 8678 members 
Entering Unmasked Estep 
Score: -157713040.000000 Penalty: 131487.906250
Splitting cluster 29 changes total score from -157714240.000000 to -157713040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (7168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Entering Unmasked Estep 
Score: -664549.437500 Penalty: 2201.590820
	Iteration 0F: 2 clusters Score -664549.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -658679.250000 Penalty: 4403.181641
	Iteration 0F: 3 clusters Score -658679.2 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -660371.937500 Penalty: 4403.181641
	Iteration 1F: 3 clusters Score -660371.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -660698.562500 Penalty: 4403.181641
	Iteration 2F: 3 clusters Score -660698.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -660957.500000 Penalty: 4403.181641
	Iteration 3F: 3 clusters Score -660957.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -661214.187500 Penalty: 4403.181641
	Iteration 4F: 3 clusters Score -661214.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -661542.187500 Penalty: 4403.181641
	Iteration 5F: 3 clusters Score -661542.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -661902.562500 Penalty: 4403.181641
	Iteration 6F: 3 clusters Score -661902.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -662253.062500 Penalty: 4403.181641
	Iteration 7F: 3 clusters Score -662253.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -662573.875000 Penalty: 4403.181641
	Iteration 8F: 3 clusters Score -662573.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -662862.250000 Penalty: 4403.181641
	Iteration 9Q: 3 clusters Score -662862.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -663061.250000 Penalty: 4403.181641
	Iteration 10Q: 3 clusters Score -663061.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -663230.625000 Penalty: 4403.181641
	Iteration 11Q: 3 clusters Score -663230.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -663360.250000 Penalty: 4403.181641
	Iteration 12Q: 3 clusters Score -663360.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -663507.812500 Penalty: 4403.181641
	Iteration 13Q: 3 clusters Score -663507.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -663655.625000 Penalty: 4403.181641
	Iteration 14Q: 3 clusters Score -663655.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -663784.437500 Penalty: 4403.181641
	Iteration 15Q: 3 clusters Score -663784.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -663867.750000 Penalty: 4403.181641
	Iteration 16Q: 3 clusters Score -663867.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -663918.500000 Penalty: 4403.181641
	Iteration 17Q: 3 clusters Score -663918.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -663944.250000 Penalty: 4403.181641
	Iteration 18Q: 3 clusters Score -663944.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -663957.750000 Penalty: 4403.181641
	Iteration 19Q: 3 clusters Score -663957.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -663966.625000 Penalty: 4403.181641
	Iteration 20F: 3 clusters Score -663966.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -663975.375000 Penalty: 4403.181641
	Iteration 21Q: 3 clusters Score -663975.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -663983.500000 Penalty: 4403.181641
	Iteration 22Q: 3 clusters Score -663983.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -663986.187500 Penalty: 4403.181641
	Iteration 23Q: 3 clusters Score -663986.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -663988.812500 Penalty: 4403.181641
	Iteration 24Q: 3 clusters Score -663988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -663990.062500 Penalty: 4403.181641
	Iteration 25Q: 3 clusters Score -663990.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -663990.062500 Penalty: 4403.181641
	Iteration 26F: 3 clusters Score -663990.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Entering Unmasked Estep 
Score: -1164893.750000 Penalty: 2338.151123
	Iteration 0F: 2 clusters Score -1164894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1155731.500000 Penalty: 4676.302246
	Iteration 0F: 3 clusters Score -1155732 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1158637.625000 Penalty: 4676.302246
	Iteration 1F: 3 clusters Score -1158638 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1159048.750000 Penalty: 4676.302246
	Iteration 2F: 3 clusters Score -1159049 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1159380.750000 Penalty: 4676.302246
	Iteration 3F: 3 clusters Score -1159381 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1159706.500000 Penalty: 4676.302246
	Iteration 4F: 3 clusters Score -1159706 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1159994.625000 Penalty: 4676.302246
	Iteration 5Q: 3 clusters Score -1159995 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1160250.750000 Penalty: 4676.302246
	Iteration 6Q: 3 clusters Score -1160251 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1160495.375000 Penalty: 4676.302246
	Iteration 7Q: 3 clusters Score -1160495 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1160741.125000 Penalty: 4676.302246
	Iteration 8Q: 3 clusters Score -1160741 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1160996.875000 Penalty: 4676.302246
	Iteration 9Q: 3 clusters Score -1160997 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1161251.375000 Penalty: 4676.302246
	Iteration 10Q: 3 clusters Score -1161251 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1161508.250000 Penalty: 4676.302246
	Iteration 11Q: 3 clusters Score -1161508 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1161764.000000 Penalty: 4676.302246
	Iteration 12Q: 3 clusters Score -1161764 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1162022.125000 Penalty: 4676.302246
	Iteration 13Q: 3 clusters Score -1162022 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1162245.500000 Penalty: 4676.302246
	Iteration 14Q: 3 clusters Score -1162246 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1162428.500000 Penalty: 4676.302246
	Iteration 15Q: 3 clusters Score -1162428 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1162562.500000 Penalty: 4676.302246
	Iteration 16Q: 3 clusters Score -1162562 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1162654.000000 Penalty: 4676.302246
	Iteration 17Q: 3 clusters Score -1162654 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1162723.125000 Penalty: 4676.302246
	Iteration 18Q: 3 clusters Score -1162723 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1162776.000000 Penalty: 4676.302246
	Iteration 19Q: 3 clusters Score -1162776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1162808.500000 Penalty: 4676.302246
	Iteration 20F: 3 clusters Score -1162808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1162831.750000 Penalty: 4676.302246
	Iteration 21Q: 3 clusters Score -1162832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1162854.125000 Penalty: 4676.302246
	Iteration 22Q: 3 clusters Score -1162854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1162880.250000 Penalty: 4676.302246
	Iteration 23Q: 3 clusters Score -1162880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1162898.250000 Penalty: 4676.302246
	Iteration 24Q: 3 clusters Score -1162898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1162920.750000 Penalty: 4676.302246
	Iteration 25Q: 3 clusters Score -1162921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1162936.250000 Penalty: 4676.302246
	Iteration 26Q: 3 clusters Score -1162936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1162948.500000 Penalty: 4676.302246
	Iteration 27Q: 3 clusters Score -1162948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1162969.750000 Penalty: 4676.302246
	Iteration 28Q: 3 clusters Score -1162970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1162986.750000 Penalty: 4676.302246
	Iteration 29Q: 3 clusters Score -1162987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1163002.375000 Penalty: 4676.302246
	Iteration 30Q: 3 clusters Score -1163002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1163019.625000 Penalty: 4676.302246
	Iteration 31Q: 3 clusters Score -1163020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1163029.625000 Penalty: 4676.302246
	Iteration 32Q: 3 clusters Score -1163030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1163037.875000 Penalty: 4676.302246
	Iteration 33Q: 3 clusters Score -1163038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1163041.750000 Penalty: 4676.302246
	Iteration 34Q: 3 clusters Score -1163042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1163045.750000 Penalty: 4676.302246
	Iteration 35Q: 3 clusters Score -1163046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1163049.250000 Penalty: 4676.302246
	Iteration 36Q: 3 clusters Score -1163049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1163052.625000 Penalty: 4676.302246
	Iteration 37Q: 3 clusters Score -1163053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1163052.125000 Penalty: 4676.302246
	Iteration 38Q: 3 clusters Score -1163052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1163051.500000 Penalty: 4676.302246
	Iteration 39Q: 3 clusters Score -1163052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1163051.500000 Penalty: 4676.302246
	Iteration 40F: 3 clusters Score -1163052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Entering Unmasked Estep 
Score: -604585.000000 Penalty: 2190.915527
	Iteration 0F: 2 clusters Score -604585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -598873.875000 Penalty: 4381.831055
	Iteration 0F: 3 clusters Score -598873.9 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -600395.125000 Penalty: 4381.831055
	Iteration 1F: 3 clusters Score -600395.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -600836.250000 Penalty: 4381.831055
	Iteration 2F: 3 clusters Score -600836.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -601312.125000 Penalty: 4381.831055
	Iteration 3F: 3 clusters Score -601312.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -601820.187500 Penalty: 4381.831055
	Iteration 4F: 3 clusters Score -601820.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -602263.500000 Penalty: 4381.831055
	Iteration 5F: 3 clusters Score -602263.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -602601.375000 Penalty: 4381.831055
	Iteration 6F: 3 clusters Score -602601.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -602885.062500 Penalty: 4381.831055
	Iteration 7F: 3 clusters Score -602885.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -603108.562500 Penalty: 4381.831055
	Iteration 8Q: 3 clusters Score -603108.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -603300.312500 Penalty: 4381.831055
	Iteration 9Q: 3 clusters Score -603300.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -603434.750000 Penalty: 4381.831055
	Iteration 10Q: 3 clusters Score -603434.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -603542.812500 Penalty: 4381.831055
	Iteration 11Q: 3 clusters Score -603542.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -603624.125000 Penalty: 4381.831055
	Iteration 12Q: 3 clusters Score -603624.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -603675.562500 Penalty: 4381.831055
	Iteration 13Q: 3 clusters Score -603675.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -603706.250000 Penalty: 4381.831055
	Iteration 14Q: 3 clusters Score -603706.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -603729.312500 Penalty: 4381.831055
	Iteration 15Q: 3 clusters Score -603729.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -603744.125000 Penalty: 4381.831055
	Iteration 16Q: 3 clusters Score -603744.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -603753.750000 Penalty: 4381.831055
	Iteration 17Q: 3 clusters Score -603753.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -603762.125000 Penalty: 4381.831055
	Iteration 18Q: 3 clusters Score -603762.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -603766.562500 Penalty: 4381.831055
	Iteration 19Q: 3 clusters Score -603766.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -603767.000000 Penalty: 4381.831055
	Iteration 20F: 3 clusters Score -603767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -603771.125000 Penalty: 4381.831055
	Iteration 21Q: 3 clusters Score -603771.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -603772.562500 Penalty: 4381.831055
	Iteration 22Q: 3 clusters Score -603772.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -603774.687500 Penalty: 4381.831055
	Iteration 23Q: 3 clusters Score -603774.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -603778.937500 Penalty: 4381.831055
	Iteration 24Q: 3 clusters Score -603778.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -603779.687500 Penalty: 4381.831055
	Iteration 25Q: 3 clusters Score -603779.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -603782.500000 Penalty: 4381.831055
	Iteration 26Q: 3 clusters Score -603782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -603783.687500 Penalty: 4381.831055
	Iteration 27Q: 3 clusters Score -603783.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -603786.250000 Penalty: 4381.831055
	Iteration 28Q: 3 clusters Score -603786.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -603786.375000 Penalty: 4381.831055
	Iteration 29Q: 3 clusters Score -603786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -603788.500000 Penalty: 4381.831055
	Iteration 30Q: 3 clusters Score -603788.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -603789.312500 Penalty: 4381.831055
	Iteration 31Q: 3 clusters Score -603789.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -603792.187500 Penalty: 4381.831055
	Iteration 32Q: 3 clusters Score -603792.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -603792.875000 Penalty: 4381.831055
	Iteration 33Q: 3 clusters Score -603792.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -603796.125000 Penalty: 4381.831055
	Iteration 34Q: 3 clusters Score -603796.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -603797.937500 Penalty: 4381.831055
	Iteration 35Q: 3 clusters Score -603797.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -603803.812500 Penalty: 4381.831055
	Iteration 36Q: 3 clusters Score -603803.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -603808.250000 Penalty: 4381.831055
	Iteration 37Q: 3 clusters Score -603808.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -603810.875000 Penalty: 4381.831055
	Iteration 38Q: 3 clusters Score -603810.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -603813.875000 Penalty: 4381.831055
	Iteration 39Q: 3 clusters Score -603813.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -603816.125000 Penalty: 4381.831055
	Iteration 40F: 3 clusters Score -603816.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -603818.812500 Penalty: 4381.831055
	Iteration 41Q: 3 clusters Score -603818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -603819.312500 Penalty: 4381.831055
	Iteration 42Q: 3 clusters Score -603819.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -603819.687500 Penalty: 4381.831055
	Iteration 43Q: 3 clusters Score -603819.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -603820.187500 Penalty: 4381.831055
	Iteration 44Q: 3 clusters Score -603820.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -603819.312500 Penalty: 4381.831055
	Iteration 45Q: 3 clusters Score -603819.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -603821.062500 Penalty: 4381.831055
	Iteration 46Q: 3 clusters Score -603821.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -603821.062500 Penalty: 4381.831055
	Iteration 47F: 3 clusters Score -603821.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Entering Unmasked Estep 
Score: -859259.562500 Penalty: 2263.351074
	Iteration 0F: 2 clusters Score -859259.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -852084.437500 Penalty: 4526.702148
	Iteration 0F: 3 clusters Score -852084.4 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -854257.375000 Penalty: 4526.702148
	Iteration 1F: 3 clusters Score -854257.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -854568.625000 Penalty: 4526.702148
	Iteration 2F: 3 clusters Score -854568.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -854763.000000 Penalty: 4526.702148
	Iteration 3Q: 3 clusters Score -854763 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -854915.000000 Penalty: 4526.702148
	Iteration 4Q: 3 clusters Score -854915 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -855048.562500 Penalty: 4526.702148
	Iteration 5Q: 3 clusters Score -855048.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -855170.312500 Penalty: 4526.702148
	Iteration 6Q: 3 clusters Score -855170.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -855303.187500 Penalty: 4526.702148
	Iteration 7Q: 3 clusters Score -855303.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -855457.875000 Penalty: 4526.702148
	Iteration 8Q: 3 clusters Score -855457.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -855627.875000 Penalty: 4526.702148
	Iteration 9Q: 3 clusters Score -855627.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -855811.812500 Penalty: 4526.702148
	Iteration 10Q: 3 clusters Score -855811.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -855995.750000 Penalty: 4526.702148
	Iteration 11Q: 3 clusters Score -855995.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -856204.000000 Penalty: 4526.702148
	Iteration 12Q: 3 clusters Score -856204 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -856360.500000 Penalty: 4526.702148
	Iteration 13Q: 3 clusters Score -856360.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -856490.312500 Penalty: 4526.702148
	Iteration 14Q: 3 clusters Score -856490.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -856591.062500 Penalty: 4526.702148
	Iteration 15Q: 3 clusters Score -856591.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -856662.812500 Penalty: 4526.702148
	Iteration 16Q: 3 clusters Score -856662.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -856713.750000 Penalty: 4526.702148
	Iteration 17Q: 3 clusters Score -856713.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -856747.687500 Penalty: 4526.702148
	Iteration 18Q: 3 clusters Score -856747.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -856769.375000 Penalty: 4526.702148
	Iteration 19Q: 3 clusters Score -856769.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -856783.312500 Penalty: 4526.702148
	Iteration 20F: 3 clusters Score -856783.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -856794.125000 Penalty: 4526.702148
	Iteration 21Q: 3 clusters Score -856794.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -856805.437500 Penalty: 4526.702148
	Iteration 22Q: 3 clusters Score -856805.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -856815.437500 Penalty: 4526.702148
	Iteration 23Q: 3 clusters Score -856815.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -856818.125000 Penalty: 4526.702148
	Iteration 24Q: 3 clusters Score -856818.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -856825.187500 Penalty: 4526.702148
	Iteration 25Q: 3 clusters Score -856825.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -856834.312500 Penalty: 4526.702148
	Iteration 26Q: 3 clusters Score -856834.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -856838.687500 Penalty: 4526.702148
	Iteration 27Q: 3 clusters Score -856838.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -856846.812500 Penalty: 4526.702148
	Iteration 28Q: 3 clusters Score -856846.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -856850.375000 Penalty: 4526.702148
	Iteration 29Q: 3 clusters Score -856850.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -856852.812500 Penalty: 4526.702148
	Iteration 30Q: 3 clusters Score -856852.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -856855.937500 Penalty: 4526.702148
	Iteration 31Q: 3 clusters Score -856855.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -856860.312500 Penalty: 4526.702148
	Iteration 32Q: 3 clusters Score -856860.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -856862.875000 Penalty: 4526.702148
	Iteration 33Q: 3 clusters Score -856862.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -856862.562500 Penalty: 4526.702148
	Iteration 34Q: 3 clusters Score -856862.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -856865.500000 Penalty: 4526.702148
	Iteration 35Q: 3 clusters Score -856865.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -856869.625000 Penalty: 4526.702148
	Iteration 36Q: 3 clusters Score -856869.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -856871.750000 Penalty: 4526.702148
	Iteration 37Q: 3 clusters Score -856871.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -856871.500000 Penalty: 4526.702148
	Iteration 38Q: 3 clusters Score -856871.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -856870.125000 Penalty: 4526.702148
	Iteration 39Q: 3 clusters Score -856870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -856871.125000 Penalty: 4526.702148
	Iteration 40F: 3 clusters Score -856871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -856872.812500 Penalty: 4526.702148
	Iteration 41Q: 3 clusters Score -856872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -856872.312500 Penalty: 4526.702148
	Iteration 42Q: 3 clusters Score -856872.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -856873.062500 Penalty: 4526.702148
	Iteration 43Q: 3 clusters Score -856873.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -856872.687500 Penalty: 4526.702148
	Iteration 44Q: 3 clusters Score -856872.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -856873.562500 Penalty: 4526.702148
	Iteration 45Q: 3 clusters Score -856873.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -856873.562500 Penalty: 4526.702148
	Iteration 46F: 3 clusters Score -856873.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Entering Unmasked Estep 
Score: -649522.312500 Penalty: 2191.168213
	Iteration 0F: 2 clusters Score -649522.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -643820.000000 Penalty: 4382.336426
	Iteration 0F: 3 clusters Score -643820 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -645409.875000 Penalty: 4382.336426
	Iteration 1F: 3 clusters Score -645409.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -645700.625000 Penalty: 4382.336426
	Iteration 2F: 3 clusters Score -645700.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -645890.437500 Penalty: 4382.336426
	Iteration 3F: 3 clusters Score -645890.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -646027.750000 Penalty: 4382.336426
	Iteration 4Q: 3 clusters Score -646027.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -646151.750000 Penalty: 4382.336426
	Iteration 5Q: 3 clusters Score -646151.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -646251.500000 Penalty: 4382.336426
	Iteration 6Q: 3 clusters Score -646251.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -646336.125000 Penalty: 4382.336426
	Iteration 7Q: 3 clusters Score -646336.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -646416.687500 Penalty: 4382.336426
	Iteration 8Q: 3 clusters Score -646416.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -646489.562500 Penalty: 4382.336426
	Iteration 9Q: 3 clusters Score -646489.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -646557.937500 Penalty: 4382.336426
	Iteration 10Q: 3 clusters Score -646557.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -646624.937500 Penalty: 4382.336426
	Iteration 11Q: 3 clusters Score -646624.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -646689.125000 Penalty: 4382.336426
	Iteration 12Q: 3 clusters Score -646689.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -646756.875000 Penalty: 4382.336426
	Iteration 13Q: 3 clusters Score -646756.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -646818.125000 Penalty: 4382.336426
	Iteration 14Q: 3 clusters Score -646818.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -646884.562500 Penalty: 4382.336426
	Iteration 15Q: 3 clusters Score -646884.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -646959.062500 Penalty: 4382.336426
	Iteration 16Q: 3 clusters Score -646959.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -647028.375000 Penalty: 4382.336426
	Iteration 17Q: 3 clusters Score -647028.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -647091.625000 Penalty: 4382.336426
	Iteration 18Q: 3 clusters Score -647091.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -647135.562500 Penalty: 4382.336426
	Iteration 19Q: 3 clusters Score -647135.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -647177.687500 Penalty: 4382.336426
	Iteration 20F: 3 clusters Score -647177.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -647222.750000 Penalty: 4382.336426
	Iteration 21Q: 3 clusters Score -647222.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -647253.187500 Penalty: 4382.336426
	Iteration 22Q: 3 clusters Score -647253.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -647278.437500 Penalty: 4382.336426
	Iteration 23Q: 3 clusters Score -647278.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -647301.437500 Penalty: 4382.336426
	Iteration 24Q: 3 clusters Score -647301.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -647325.500000 Penalty: 4382.336426
	Iteration 25Q: 3 clusters Score -647325.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -647347.312500 Penalty: 4382.336426
	Iteration 26Q: 3 clusters Score -647347.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -647366.375000 Penalty: 4382.336426
	Iteration 27Q: 3 clusters Score -647366.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -647384.437500 Penalty: 4382.336426
	Iteration 28Q: 3 clusters Score -647384.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -647406.312500 Penalty: 4382.336426
	Iteration 29Q: 3 clusters Score -647406.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -647423.062500 Penalty: 4382.336426
	Iteration 30Q: 3 clusters Score -647423.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -647439.875000 Penalty: 4382.336426
	Iteration 31Q: 3 clusters Score -647439.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -647453.312500 Penalty: 4382.336426
	Iteration 32Q: 3 clusters Score -647453.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -647464.750000 Penalty: 4382.336426
	Iteration 33Q: 3 clusters Score -647464.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -647473.000000 Penalty: 4382.336426
	Iteration 34Q: 3 clusters Score -647473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -647481.687500 Penalty: 4382.336426
	Iteration 35Q: 3 clusters Score -647481.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -647488.187500 Penalty: 4382.336426
	Iteration 36Q: 3 clusters Score -647488.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -647495.562500 Penalty: 4382.336426
	Iteration 37Q: 3 clusters Score -647495.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -647503.625000 Penalty: 4382.336426
	Iteration 38Q: 3 clusters Score -647503.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -647509.375000 Penalty: 4382.336426
	Iteration 39Q: 3 clusters Score -647509.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -647512.312500 Penalty: 4382.336426
	Iteration 40F: 3 clusters Score -647512.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -647513.812500 Penalty: 4382.336426
	Iteration 41Q: 3 clusters Score -647513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -647514.812500 Penalty: 4382.336426
	Iteration 42Q: 3 clusters Score -647514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -647514.375000 Penalty: 4382.336426
	Iteration 43Q: 3 clusters Score -647514.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -647514.500000 Penalty: 4382.336426
	Iteration 44Q: 3 clusters Score -647514.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -647516.937500 Penalty: 4382.336426
	Iteration 45Q: 3 clusters Score -647516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -647518.500000 Penalty: 4382.336426
	Iteration 46Q: 3 clusters Score -647518.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -647524.250000 Penalty: 4382.336426
	Iteration 47Q: 3 clusters Score -647524.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -647529.062500 Penalty: 4382.336426
	Iteration 48Q: 3 clusters Score -647529.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -647531.312500 Penalty: 4382.336426
	Iteration 49Q: 3 clusters Score -647531.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -647535.125000 Penalty: 4382.336426
	Iteration 50Q: 3 clusters Score -647535.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -647538.687500 Penalty: 4382.336426
	Iteration 51Q: 3 clusters Score -647538.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -647545.187500 Penalty: 4382.336426
	Iteration 52Q: 3 clusters Score -647545.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -647547.937500 Penalty: 4382.336426
	Iteration 53Q: 3 clusters Score -647547.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -647551.187500 Penalty: 4382.336426
	Iteration 54Q: 3 clusters Score -647551.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -647554.500000 Penalty: 4382.336426
	Iteration 55Q: 3 clusters Score -647554.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -647555.125000 Penalty: 4382.336426
	Iteration 56Q: 3 clusters Score -647555.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -647559.125000 Penalty: 4382.336426
	Iteration 57Q: 3 clusters Score -647559.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -647561.375000 Penalty: 4382.336426
	Iteration 58Q: 3 clusters Score -647561.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -647560.125000 Penalty: 4382.336426
	Iteration 59Q: 3 clusters Score -647560.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -647560.937500 Penalty: 4382.336426
	Iteration 60F: 3 clusters Score -647560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -647562.437500 Penalty: 4382.336426
	Iteration 61Q: 3 clusters Score -647562.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -647563.062500 Penalty: 4382.336426
	Iteration 62Q: 3 clusters Score -647563.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -647563.062500 Penalty: 4382.336426
	Iteration 63F: 3 clusters Score -647563.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Entering Unmasked Estep 
Score: -785041.750000 Penalty: 2238.193604
	Iteration 0F: 2 clusters Score -785041.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -778417.125000 Penalty: 4476.387207
	Iteration 0F: 3 clusters Score -778417.1 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -780288.312500 Penalty: 4476.387207
	Iteration 1F: 3 clusters Score -780288.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -780633.937500 Penalty: 4476.387207
	Iteration 2F: 3 clusters Score -780633.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -780903.062500 Penalty: 4476.387207
	Iteration 3F: 3 clusters Score -780903.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -781152.750000 Penalty: 4476.387207
	Iteration 4F: 3 clusters Score -781152.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -781364.562500 Penalty: 4476.387207
	Iteration 5Q: 3 clusters Score -781364.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -781564.625000 Penalty: 4476.387207
	Iteration 6Q: 3 clusters Score -781564.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -781755.062500 Penalty: 4476.387207
	Iteration 7Q: 3 clusters Score -781755.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -781978.250000 Penalty: 4476.387207
	Iteration 8Q: 3 clusters Score -781978.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -782180.000000 Penalty: 4476.387207
	Iteration 9Q: 3 clusters Score -782180 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -782362.812500 Penalty: 4476.387207
	Iteration 10Q: 3 clusters Score -782362.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -782548.812500 Penalty: 4476.387207
	Iteration 11Q: 3 clusters Score -782548.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -782693.375000 Penalty: 4476.387207
	Iteration 12Q: 3 clusters Score -782693.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -782829.187500 Penalty: 4476.387207
	Iteration 13Q: 3 clusters Score -782829.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -782924.000000 Penalty: 4476.387207
	Iteration 14Q: 3 clusters Score -782924 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -782992.937500 Penalty: 4476.387207
	Iteration 15Q: 3 clusters Score -782992.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -783044.000000 Penalty: 4476.387207
	Iteration 16Q: 3 clusters Score -783044 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -783086.937500 Penalty: 4476.387207
	Iteration 17Q: 3 clusters Score -783086.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -783116.375000 Penalty: 4476.387207
	Iteration 18Q: 3 clusters Score -783116.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -783133.250000 Penalty: 4476.387207
	Iteration 19Q: 3 clusters Score -783133.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -783145.500000 Penalty: 4476.387207
	Iteration 20F: 3 clusters Score -783145.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -783153.250000 Penalty: 4476.387207
	Iteration 21Q: 3 clusters Score -783153.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -783159.875000 Penalty: 4476.387207
	Iteration 22Q: 3 clusters Score -783159.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -783163.687500 Penalty: 4476.387207
	Iteration 23Q: 3 clusters Score -783163.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -783168.250000 Penalty: 4476.387207
	Iteration 24Q: 3 clusters Score -783168.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -783169.625000 Penalty: 4476.387207
	Iteration 25Q: 3 clusters Score -783169.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -783172.687500 Penalty: 4476.387207
	Iteration 26Q: 3 clusters Score -783172.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -783175.187500 Penalty: 4476.387207
	Iteration 27Q: 3 clusters Score -783175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -783176.312500 Penalty: 4476.387207
	Iteration 28Q: 3 clusters Score -783176.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -783179.000000 Penalty: 4476.387207
	Iteration 29Q: 3 clusters Score -783179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -783181.375000 Penalty: 4476.387207
	Iteration 30Q: 3 clusters Score -783181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -783181.875000 Penalty: 4476.387207
	Iteration 31Q: 3 clusters Score -783181.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -783183.875000 Penalty: 4476.387207
	Iteration 32Q: 3 clusters Score -783183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -783185.062500 Penalty: 4476.387207
	Iteration 33Q: 3 clusters Score -783185.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -783185.312500 Penalty: 4476.387207
	Iteration 34Q: 3 clusters Score -783185.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -783187.437500 Penalty: 4476.387207
	Iteration 35Q: 3 clusters Score -783187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -783190.312500 Penalty: 4476.387207
	Iteration 36Q: 3 clusters Score -783190.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -783191.312500 Penalty: 4476.387207
	Iteration 37Q: 3 clusters Score -783191.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -783194.375000 Penalty: 4476.387207
	Iteration 38Q: 3 clusters Score -783194.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -783198.875000 Penalty: 4476.387207
	Iteration 39Q: 3 clusters Score -783198.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -783200.000000 Penalty: 4476.387207
	Iteration 40F: 3 clusters Score -783200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -783202.687500 Penalty: 4476.387207
	Iteration 41Q: 3 clusters Score -783202.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -783203.875000 Penalty: 4476.387207
	Iteration 42Q: 3 clusters Score -783203.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -783205.625000 Penalty: 4476.387207
	Iteration 43Q: 3 clusters Score -783205.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -783205.187500 Penalty: 4476.387207
	Iteration 44Q: 3 clusters Score -783205.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -783205.187500 Penalty: 4476.387207
	Iteration 45F: 3 clusters Score -783205.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22473 members 
Mstep: Class 4 contains 9757 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101261 members 
Mstep: Class 7 contains 8038 members 
Mstep: Class 8 contains 223371 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 10394 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12487 members 
Mstep: Class 14 contains 305939 members 
Mstep: Class 15 contains 217173 members 
Mstep: Class 16 contains 11269 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 6904 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127919 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227963 members 
Mstep: Class 25 contains 5128 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11840 members 
Mstep: Class 30 contains 7168 members 
Mstep: Class 31 contains 12432 members 
Mstep: Class 32 contains 6866 members 
Mstep: Class 33 contains 9195 members 
Mstep: Class 34 contains 6873 members 
Mstep: Class 35 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157715424.000000 Penalty: 127934.179688
Iteration 359Q: 37 clusters Score -1.577154e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9741 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101260 members 
Mstep: Class 7 contains 8040 members 
Mstep: Class 8 contains 223369 members 
Mstep: Class 9 contains 97134 members 
Mstep: Class 10 contains 10361 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12470 members 
Mstep: Class 14 contains 305821 members 
Mstep: Class 15 contains 217083 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 12967 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 6976 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127914 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15542 members 
Mstep: Class 24 contains 227964 members 
Mstep: Class 25 contains 5818 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15963 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11840 members 
Mstep: Class 30 contains 7170 members 
Mstep: Class 31 contains 12395 members 
Mstep: Class 32 contains 6866 members 
Mstep: Class 33 contains 9184 members 
Mstep: Class 34 contains 6870 members 
Mstep: Class 35 contains 8303 members 
Mstep: Class 36 contains 7264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157716320.000000 Penalty: 127934.179688
Iteration 360F: 37 clusters Score -1.577163e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 22472 members 
Mstep: Class 4 contains 9706 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101260 members 
Mstep: Class 7 contains 8037 members 
Mstep: Class 8 contains 223358 members 
Mstep: Class 9 contains 97116 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12458 members 
Mstep: Class 14 contains 305637 members 
Mstep: Class 15 contains 216950 members 
Mstep: Class 16 contains 11262 members 
Mstep: Class 17 contains 12933 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 6977 members 
Mstep: Class 20 contains 62948 members 
Mstep: Class 21 contains 127907 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15544 members 
Mstep: Class 24 contains 227964 members 
Mstep: Class 25 contains 6304 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15922 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11844 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12354 members 
Mstep: Class 32 contains 6866 members 
Mstep: Class 33 contains 9178 members 
Mstep: Class 34 contains 6864 members 
Mstep: Class 35 contains 8302 members 
Mstep: Class 36 contains 7398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157716960.000000 Penalty: 127934.179688
Iteration 361Q: 37 clusters Score -1.57717e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9677 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101261 members 
Mstep: Class 7 contains 8034 members 
Mstep: Class 8 contains 223360 members 
Mstep: Class 9 contains 97108 members 
Mstep: Class 10 contains 10309 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12439 members 
Mstep: Class 14 contains 305531 members 
Mstep: Class 15 contains 216889 members 
Mstep: Class 16 contains 11209 members 
Mstep: Class 17 contains 12909 members 
Mstep: Class 18 contains 17664 members 
Mstep: Class 19 contains 6982 members 
Mstep: Class 20 contains 62947 members 
Mstep: Class 21 contains 127905 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15547 members 
Mstep: Class 24 contains 227965 members 
Mstep: Class 25 contains 6615 members 
Mstep: Class 26 contains 9742 members 
Mstep: Class 27 contains 15898 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 11843 members 
Mstep: Class 30 contains 7165 members 
Mstep: Class 31 contains 12327 members 
Mstep: Class 32 contains 6869 members 
Mstep: Class 33 contains 9177 members 
Mstep: Class 34 contains 6861 members 
Mstep: Class 35 contains 8308 members 
Mstep: Class 36 contains 7467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717120.000000 Penalty: 127934.179688
Iteration 362Q: 37 clusters Score -1.577171e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9650 members 
Mstep: Class 5 contains 15221 members 
Mstep: Class 6 contains 101260 members 
Mstep: Class 7 contains 8035 members 
Mstep: Class 8 contains 223361 members 
Mstep: Class 9 contains 97102 members 
Mstep: Class 10 contains 10292 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12433 members 
Mstep: Class 14 contains 305464 members 
Mstep: Class 15 contains 216839 members 
Mstep: Class 16 contains 11140 members 
Mstep: Class 17 contains 12886 members 
Mstep: Class 18 contains 17664 members 
Mstep: Class 19 contains 6982 members 
Mstep: Class 20 contains 62945 members 
Mstep: Class 21 contains 127904 members 
Mstep: Class 22 contains 6268 members 
Mstep: Class 23 contains 15550 members 
Mstep: Class 24 contains 227962 members 
Mstep: Class 25 contains 6857 members 
Mstep: Class 26 contains 9742 members 
Mstep: Class 27 contains 15889 members 
Mstep: Class 28 contains 5354 members 
Mstep: Class 29 contains 11846 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12319 members 
Mstep: Class 32 contains 6873 members 
Mstep: Class 33 contains 9175 members 
Mstep: Class 34 contains 6862 members 
Mstep: Class 35 contains 8306 members 
Mstep: Class 36 contains 7509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717120.000000 Penalty: 127934.179688
Iteration 363Q: 37 clusters Score -1.577171e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22476 members 
Mstep: Class 4 contains 9609 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101258 members 
Mstep: Class 7 contains 8024 members 
Mstep: Class 8 contains 223358 members 
Mstep: Class 9 contains 97101 members 
Mstep: Class 10 contains 10278 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12428 members 
Mstep: Class 14 contains 305431 members 
Mstep: Class 15 contains 216829 members 
Mstep: Class 16 contains 11071 members 
Mstep: Class 17 contains 12859 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 6987 members 
Mstep: Class 20 contains 62944 members 
Mstep: Class 21 contains 127906 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 15554 members 
Mstep: Class 24 contains 227961 members 
Mstep: Class 25 contains 7054 members 
Mstep: Class 26 contains 9742 members 
Mstep: Class 27 contains 15886 members 
Mstep: Class 28 contains 5355 members 
Mstep: Class 29 contains 11847 members 
Mstep: Class 30 contains 7169 members 
Mstep: Class 31 contains 12326 members 
Mstep: Class 32 contains 6875 members 
Mstep: Class 33 contains 9172 members 
Mstep: Class 34 contains 6864 members 
Mstep: Class 35 contains 8304 members 
Mstep: Class 36 contains 7518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717392.000000 Penalty: 127934.179688
Iteration 364Q: 37 clusters Score -1.577174e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22476 members 
Mstep: Class 4 contains 9580 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101259 members 
Mstep: Class 7 contains 8017 members 
Mstep: Class 8 contains 223357 members 
Mstep: Class 9 contains 97107 members 
Mstep: Class 10 contains 10258 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12417 members 
Mstep: Class 14 contains 305392 members 
Mstep: Class 15 contains 216826 members 
Mstep: Class 16 contains 10996 members 
Mstep: Class 17 contains 12848 members 
Mstep: Class 18 contains 17667 members 
Mstep: Class 19 contains 6993 members 
Mstep: Class 20 contains 62943 members 
Mstep: Class 21 contains 127904 members 
Mstep: Class 22 contains 6271 members 
Mstep: Class 23 contains 15557 members 
Mstep: Class 24 contains 227961 members 
Mstep: Class 25 contains 7229 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15882 members 
Mstep: Class 28 contains 5354 members 
Mstep: Class 29 contains 11848 members 
Mstep: Class 30 contains 7168 members 
Mstep: Class 31 contains 12321 members 
Mstep: Class 32 contains 6878 members 
Mstep: Class 33 contains 9165 members 
Mstep: Class 34 contains 6866 members 
Mstep: Class 35 contains 8308 members 
Mstep: Class 36 contains 7535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717184.000000 Penalty: 127934.179688
Iteration 365Q: 37 clusters Score -1.577172e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 22478 members 
Mstep: Class 4 contains 9567 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101259 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 223354 members 
Mstep: Class 9 contains 97101 members 
Mstep: Class 10 contains 10230 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12407 members 
Mstep: Class 14 contains 305372 members 
Mstep: Class 15 contains 216815 members 
Mstep: Class 16 contains 10930 members 
Mstep: Class 17 contains 12825 members 
Mstep: Class 18 contains 17671 members 
Mstep: Class 19 contains 6993 members 
Mstep: Class 20 contains 62942 members 
Mstep: Class 21 contains 127902 members 
Mstep: Class 22 contains 6274 members 
Mstep: Class 23 contains 15557 members 
Mstep: Class 24 contains 227964 members 
Mstep: Class 25 contains 7389 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15877 members 
Mstep: Class 28 contains 5354 members 
Mstep: Class 29 contains 11850 members 
Mstep: Class 30 contains 7170 members 
Mstep: Class 31 contains 12322 members 
Mstep: Class 32 contains 6878 members 
Mstep: Class 33 contains 9166 members 
Mstep: Class 34 contains 6870 members 
Mstep: Class 35 contains 8311 members 
Mstep: Class 36 contains 7541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717488.000000 Penalty: 127934.179688
Iteration 366Q: 37 clusters Score -1.577175e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22479 members 
Mstep: Class 4 contains 9552 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101262 members 
Mstep: Class 7 contains 8009 members 
Mstep: Class 8 contains 223353 members 
Mstep: Class 9 contains 97094 members 
Mstep: Class 10 contains 10197 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12401 members 
Mstep: Class 14 contains 305363 members 
Mstep: Class 15 contains 216812 members 
Mstep: Class 16 contains 10877 members 
Mstep: Class 17 contains 12807 members 
Mstep: Class 18 contains 17672 members 
Mstep: Class 19 contains 6992 members 
Mstep: Class 20 contains 62939 members 
Mstep: Class 21 contains 127898 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 15558 members 
Mstep: Class 24 contains 227969 members 
Mstep: Class 25 contains 7518 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 15869 members 
Mstep: Class 28 contains 5355 members 
Mstep: Class 29 contains 11855 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12324 members 
Mstep: Class 32 contains 6881 members 
Mstep: Class 33 contains 9166 members 
Mstep: Class 34 contains 6872 members 
Mstep: Class 35 contains 8313 members 
Mstep: Class 36 contains 7549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717472.000000 Penalty: 127934.179688
Iteration 367Q: 37 clusters Score -1.577175e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 22479 members 
Mstep: Class 4 contains 9538 members 
Mstep: Class 5 contains 15219 members 
Mstep: Class 6 contains 101263 members 
Mstep: Class 7 contains 8006 members 
Mstep: Class 8 contains 223350 members 
Mstep: Class 9 contains 97101 members 
Mstep: Class 10 contains 10182 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12395 members 
Mstep: Class 14 contains 305365 members 
Mstep: Class 15 contains 216807 members 
Mstep: Class 16 contains 10817 members 
Mstep: Class 17 contains 12784 members 
Mstep: Class 18 contains 17670 members 
Mstep: Class 19 contains 6998 members 
Mstep: Class 20 contains 62937 members 
Mstep: Class 21 contains 127895 members 
Mstep: Class 22 contains 6289 members 
Mstep: Class 23 contains 15558 members 
Mstep: Class 24 contains 227969 members 
Mstep: Class 25 contains 7623 members 
Mstep: Class 26 contains 9745 members 
Mstep: Class 27 contains 15865 members 
Mstep: Class 28 contains 5355 members 
Mstep: Class 29 contains 11858 members 
Mstep: Class 30 contains 7167 members 
Mstep: Class 31 contains 12322 members 
Mstep: Class 32 contains 6881 members 
Mstep: Class 33 contains 9169 members 
Mstep: Class 34 contains 6877 members 
Mstep: Class 35 contains 8315 members 
Mstep: Class 36 contains 7557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717312.000000 Penalty: 127934.179688
Iteration 368Q: 37 clusters Score -1.577173e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 22479 members 
Mstep: Class 4 contains 9530 members 
Mstep: Class 5 contains 15218 members 
Mstep: Class 6 contains 101263 members 
Mstep: Class 7 contains 7999 members 
Mstep: Class 8 contains 223351 members 
Mstep: Class 9 contains 97099 members 
Mstep: Class 10 contains 10170 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12387 members 
Mstep: Class 14 contains 305363 members 
Mstep: Class 15 contains 216805 members 
Mstep: Class 16 contains 10762 members 
Mstep: Class 17 contains 12766 members 
Mstep: Class 18 contains 17669 members 
Mstep: Class 19 contains 7002 members 
Mstep: Class 20 contains 62936 members 
Mstep: Class 21 contains 127894 members 
Mstep: Class 22 contains 6292 members 
Mstep: Class 23 contains 15558 members 
Mstep: Class 24 contains 227970 members 
Mstep: Class 25 contains 7721 members 
Mstep: Class 26 contains 9745 members 
Mstep: Class 27 contains 15858 members 
Mstep: Class 28 contains 5355 members 
Mstep: Class 29 contains 11862 members 
Mstep: Class 30 contains 7165 members 
Mstep: Class 31 contains 12326 members 
Mstep: Class 32 contains 6881 members 
Mstep: Class 33 contains 9171 members 
Mstep: Class 34 contains 6883 members 
Mstep: Class 35 contains 8321 members 
Mstep: Class 36 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717184.000000 Penalty: 127934.179688
Iteration 369Q: 37 clusters Score -1.577172e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22481 members 
Mstep: Class 4 contains 9523 members 
Mstep: Class 5 contains 15219 members 
Mstep: Class 6 contains 101262 members 
Mstep: Class 7 contains 7998 members 
Mstep: Class 8 contains 223349 members 
Mstep: Class 9 contains 97097 members 
Mstep: Class 10 contains 10159 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12387 members 
Mstep: Class 14 contains 305349 members 
Mstep: Class 15 contains 216805 members 
Mstep: Class 16 contains 10706 members 
Mstep: Class 17 contains 12753 members 
Mstep: Class 18 contains 17671 members 
Mstep: Class 19 contains 7002 members 
Mstep: Class 20 contains 62935 members 
Mstep: Class 21 contains 127892 members 
Mstep: Class 22 contains 6295 members 
Mstep: Class 23 contains 15560 members 
Mstep: Class 24 contains 227971 members 
Mstep: Class 25 contains 7801 members 
Mstep: Class 26 contains 9746 members 
Mstep: Class 27 contains 15853 members 
Mstep: Class 28 contains 5355 members 
Mstep: Class 29 contains 11861 members 
Mstep: Class 30 contains 7161 members 
Mstep: Class 31 contains 12330 members 
Mstep: Class 32 contains 6881 members 
Mstep: Class 33 contains 9171 members 
Mstep: Class 34 contains 6883 members 
Mstep: Class 35 contains 8328 members 
Mstep: Class 36 contains 7570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717152.000000 Penalty: 127934.179688
Iteration 370Q: 37 clusters Score -1.577172e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22480 members 
Mstep: Class 4 contains 9519 members 
Mstep: Class 5 contains 15219 members 
Mstep: Class 6 contains 101262 members 
Mstep: Class 7 contains 8000 members 
Mstep: Class 8 contains 223349 members 
Mstep: Class 9 contains 97095 members 
Mstep: Class 10 contains 10143 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12386 members 
Mstep: Class 14 contains 305343 members 
Mstep: Class 15 contains 216804 members 
Mstep: Class 16 contains 10638 members 
Mstep: Class 17 contains 12747 members 
Mstep: Class 18 contains 17669 members 
Mstep: Class 19 contains 7001 members 
Mstep: Class 20 contains 62933 members 
Mstep: Class 21 contains 127894 members 
Mstep: Class 22 contains 6296 members 
Mstep: Class 23 contains 15562 members 
Mstep: Class 24 contains 227971 members 
Mstep: Class 25 contains 7891 members 
Mstep: Class 26 contains 9746 members 
Mstep: Class 27 contains 15848 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11861 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 12333 members 
Mstep: Class 32 contains 6880 members 
Mstep: Class 33 contains 9172 members 
Mstep: Class 34 contains 6885 members 
Mstep: Class 35 contains 8331 members 
Mstep: Class 36 contains 7576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717280.000000 Penalty: 127934.179688
Iteration 371Q: 37 clusters Score -1.577173e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 22481 members 
Mstep: Class 4 contains 9504 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101262 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 223345 members 
Mstep: Class 9 contains 97096 members 
Mstep: Class 10 contains 10131 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12382 members 
Mstep: Class 14 contains 305337 members 
Mstep: Class 15 contains 216792 members 
Mstep: Class 16 contains 10598 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 17668 members 
Mstep: Class 19 contains 7002 members 
Mstep: Class 20 contains 62933 members 
Mstep: Class 21 contains 127892 members 
Mstep: Class 22 contains 6299 members 
Mstep: Class 23 contains 15563 members 
Mstep: Class 24 contains 227976 members 
Mstep: Class 25 contains 7959 members 
Mstep: Class 26 contains 9746 members 
Mstep: Class 27 contains 15840 members 
Mstep: Class 28 contains 5358 members 
Mstep: Class 29 contains 11862 members 
Mstep: Class 30 contains 7166 members 
Mstep: Class 31 contains 12342 members 
Mstep: Class 32 contains 6881 members 
Mstep: Class 33 contains 9172 members 
Mstep: Class 34 contains 6895 members 
Mstep: Class 35 contains 8336 members 
Mstep: Class 36 contains 7581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717216.000000 Penalty: 127934.179688
Iteration 372Q: 37 clusters Score -1.577172e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 22482 members 
Mstep: Class 4 contains 9493 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101263 members 
Mstep: Class 7 contains 7999 members 
Mstep: Class 8 contains 223346 members 
Mstep: Class 9 contains 97096 members 
Mstep: Class 10 contains 10127 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12380 members 
Mstep: Class 14 contains 305331 members 
Mstep: Class 15 contains 216783 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 12718 members 
Mstep: Class 18 contains 17668 members 
Mstep: Class 19 contains 7004 members 
Mstep: Class 20 contains 62931 members 
Mstep: Class 21 contains 127890 members 
Mstep: Class 22 contains 6301 members 
Mstep: Class 23 contains 15565 members 
Mstep: Class 24 contains 227975 members 
Mstep: Class 25 contains 8036 members 
Mstep: Class 26 contains 9746 members 
Mstep: Class 27 contains 15840 members 
Mstep: Class 28 contains 5357 members 
Mstep: Class 29 contains 11863 members 
Mstep: Class 30 contains 7165 members 
Mstep: Class 31 contains 12346 members 
Mstep: Class 32 contains 6882 members 
Mstep: Class 33 contains 9174 members 
Mstep: Class 34 contains 6901 members 
Mstep: Class 35 contains 8339 members 
Mstep: Class 36 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717232.000000 Penalty: 127934.179688
Iteration 373Q: 37 clusters Score -1.577172e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 22478 members 
Mstep: Class 4 contains 9482 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101263 members 
Mstep: Class 7 contains 7998 members 
Mstep: Class 8 contains 223347 members 
Mstep: Class 9 contains 97101 members 
Mstep: Class 10 contains 10114 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12378 members 
Mstep: Class 14 contains 305348 members 
Mstep: Class 15 contains 216775 members 
Mstep: Class 16 contains 10499 members 
Mstep: Class 17 contains 12709 members 
Mstep: Class 18 contains 17668 members 
Mstep: Class 19 contains 7005 members 
Mstep: Class 20 contains 62931 members 
Mstep: Class 21 contains 127886 members 
Mstep: Class 22 contains 6302 members 
Mstep: Class 23 contains 15568 members 
Mstep: Class 24 contains 227976 members 
Mstep: Class 25 contains 8094 members 
Mstep: Class 26 contains 9746 members 
Mstep: Class 27 contains 15838 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11864 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 12351 members 
Mstep: Class 32 contains 6883 members 
Mstep: Class 33 contains 9171 members 
Mstep: Class 34 contains 6906 members 
Mstep: Class 35 contains 8340 members 
Mstep: Class 36 contains 7599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717360.000000 Penalty: 127934.179688
Iteration 374Q: 37 clusters Score -1.577174e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 22478 members 
Mstep: Class 4 contains 9466 members 
Mstep: Class 5 contains 15219 members 
Mstep: Class 6 contains 101263 members 
Mstep: Class 7 contains 7999 members 
Mstep: Class 8 contains 223348 members 
Mstep: Class 9 contains 97106 members 
Mstep: Class 10 contains 10095 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12376 members 
Mstep: Class 14 contains 305350 members 
Mstep: Class 15 contains 216762 members 
Mstep: Class 16 contains 10459 members 
Mstep: Class 17 contains 12700 members 
Mstep: Class 18 contains 17668 members 
Mstep: Class 19 contains 7004 members 
Mstep: Class 20 contains 62931 members 
Mstep: Class 21 contains 127885 members 
Mstep: Class 22 contains 6307 members 
Mstep: Class 23 contains 15570 members 
Mstep: Class 24 contains 227978 members 
Mstep: Class 25 contains 8167 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 15834 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11869 members 
Mstep: Class 30 contains 7162 members 
Mstep: Class 31 contains 12357 members 
Mstep: Class 32 contains 6884 members 
Mstep: Class 33 contains 9170 members 
Mstep: Class 34 contains 6907 members 
Mstep: Class 35 contains 8340 members 
Mstep: Class 36 contains 7602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717456.000000 Penalty: 127934.179688
Iteration 375Q: 37 clusters Score -1.577175e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 22478 members 
Mstep: Class 4 contains 9452 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101263 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 223346 members 
Mstep: Class 9 contains 97114 members 
Mstep: Class 10 contains 10087 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8002 members 
Mstep: Class 13 contains 12375 members 
Mstep: Class 14 contains 305355 members 
Mstep: Class 15 contains 216743 members 
Mstep: Class 16 contains 10433 members 
Mstep: Class 17 contains 12699 members 
Mstep: Class 18 contains 17668 members 
Mstep: Class 19 contains 7005 members 
Mstep: Class 20 contains 62929 members 
Mstep: Class 21 contains 127885 members 
Mstep: Class 22 contains 6309 members 
Mstep: Class 23 contains 15572 members 
Mstep: Class 24 contains 227978 members 
Mstep: Class 25 contains 8228 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 15835 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11870 members 
Mstep: Class 30 contains 7158 members 
Mstep: Class 31 contains 12359 members 
Mstep: Class 32 contains 6888 members 
Mstep: Class 33 contains 9170 members 
Mstep: Class 34 contains 6908 members 
Mstep: Class 35 contains 8335 members 
Mstep: Class 36 contains 7603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717360.000000 Penalty: 127934.179688
Iteration 376Q: 37 clusters Score -1.577174e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 22478 members 
Mstep: Class 4 contains 9437 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101262 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 223342 members 
Mstep: Class 9 contains 97118 members 
Mstep: Class 10 contains 10073 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12369 members 
Mstep: Class 14 contains 305366 members 
Mstep: Class 15 contains 216739 members 
Mstep: Class 16 contains 10400 members 
Mstep: Class 17 contains 12695 members 
Mstep: Class 18 contains 17669 members 
Mstep: Class 19 contains 7007 members 
Mstep: Class 20 contains 62929 members 
Mstep: Class 21 contains 127884 members 
Mstep: Class 22 contains 6311 members 
Mstep: Class 23 contains 15572 members 
Mstep: Class 24 contains 227979 members 
Mstep: Class 25 contains 8298 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 15834 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11871 members 
Mstep: Class 30 contains 7150 members 
Mstep: Class 31 contains 12361 members 
Mstep: Class 32 contains 6888 members 
Mstep: Class 33 contains 9168 members 
Mstep: Class 34 contains 6909 members 
Mstep: Class 35 contains 8336 members 
Mstep: Class 36 contains 7600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717328.000000 Penalty: 127934.179688
Iteration 377Q: 37 clusters Score -1.577173e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 22478 members 
Mstep: Class 4 contains 9408 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101262 members 
Mstep: Class 7 contains 7997 members 
Mstep: Class 8 contains 223343 members 
Mstep: Class 9 contains 97117 members 
Mstep: Class 10 contains 10065 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12368 members 
Mstep: Class 14 contains 305358 members 
Mstep: Class 15 contains 216729 members 
Mstep: Class 16 contains 10374 members 
Mstep: Class 17 contains 12695 members 
Mstep: Class 18 contains 17670 members 
Mstep: Class 19 contains 7005 members 
Mstep: Class 20 contains 62927 members 
Mstep: Class 21 contains 127886 members 
Mstep: Class 22 contains 6315 members 
Mstep: Class 23 contains 15573 members 
Mstep: Class 24 contains 227981 members 
Mstep: Class 25 contains 8373 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 15831 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11873 members 
Mstep: Class 30 contains 7143 members 
Mstep: Class 31 contains 12361 members 
Mstep: Class 32 contains 6889 members 
Mstep: Class 33 contains 9171 members 
Mstep: Class 34 contains 6912 members 
Mstep: Class 35 contains 8336 members 
Mstep: Class 36 contains 7605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717440.000000 Penalty: 127934.179688
Iteration 378Q: 37 clusters Score -1.577174e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 11740 members 
Mstep: Class 3 contains 22477 members 
Mstep: Class 4 contains 9380 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101262 members 
Mstep: Class 7 contains 7999 members 
Mstep: Class 8 contains 223349 members 
Mstep: Class 9 contains 97116 members 
Mstep: Class 10 contains 10058 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12365 members 
Mstep: Class 14 contains 305366 members 
Mstep: Class 15 contains 216721 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 12692 members 
Mstep: Class 18 contains 17670 members 
Mstep: Class 19 contains 7006 members 
Mstep: Class 20 contains 62926 members 
Mstep: Class 21 contains 127887 members 
Mstep: Class 22 contains 6319 members 
Mstep: Class 23 contains 15575 members 
Mstep: Class 24 contains 227982 members 
Mstep: Class 25 contains 8427 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11875 members 
Mstep: Class 30 contains 7138 members 
Mstep: Class 31 contains 12363 members 
Mstep: Class 32 contains 6890 members 
Mstep: Class 33 contains 9171 members 
Mstep: Class 34 contains 6914 members 
Mstep: Class 35 contains 8336 members 
Mstep: Class 36 contains 7606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717648.000000 Penalty: 127934.179688
Iteration 379Q: 37 clusters Score -1.577176e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 11744 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9374 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101263 members 
Mstep: Class 7 contains 8000 members 
Mstep: Class 8 contains 223348 members 
Mstep: Class 9 contains 97114 members 
Mstep: Class 10 contains 10051 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12361 members 
Mstep: Class 14 contains 305362 members 
Mstep: Class 15 contains 216720 members 
Mstep: Class 16 contains 10326 members 
Mstep: Class 17 contains 12685 members 
Mstep: Class 18 contains 17671 members 
Mstep: Class 19 contains 7007 members 
Mstep: Class 20 contains 62923 members 
Mstep: Class 21 contains 127884 members 
Mstep: Class 22 contains 6326 members 
Mstep: Class 23 contains 15577 members 
Mstep: Class 24 contains 227983 members 
Mstep: Class 25 contains 8473 members 
Mstep: Class 26 contains 9746 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11877 members 
Mstep: Class 30 contains 7142 members 
Mstep: Class 31 contains 12367 members 
Mstep: Class 32 contains 6892 members 
Mstep: Class 33 contains 9165 members 
Mstep: Class 34 contains 6916 members 
Mstep: Class 35 contains 8334 members 
Mstep: Class 36 contains 7605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717648.000000 Penalty: 127934.179688
Iteration 380F: 37 clusters Score -1.577176e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 22471 members 
Mstep: Class 4 contains 9330 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101263 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 223348 members 
Mstep: Class 9 contains 97119 members 
Mstep: Class 10 contains 10042 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12360 members 
Mstep: Class 14 contains 305365 members 
Mstep: Class 15 contains 216731 members 
Mstep: Class 16 contains 10264 members 
Mstep: Class 17 contains 12670 members 
Mstep: Class 18 contains 17673 members 
Mstep: Class 19 contains 7009 members 
Mstep: Class 20 contains 62923 members 
Mstep: Class 21 contains 127884 members 
Mstep: Class 22 contains 6331 members 
Mstep: Class 23 contains 15579 members 
Mstep: Class 24 contains 227983 members 
Mstep: Class 25 contains 8578 members 
Mstep: Class 26 contains 9745 members 
Mstep: Class 27 contains 15828 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11879 members 
Mstep: Class 30 contains 7141 members 
Mstep: Class 31 contains 12365 members 
Mstep: Class 32 contains 6891 members 
Mstep: Class 33 contains 9162 members 
Mstep: Class 34 contains 6919 members 
Mstep: Class 35 contains 8336 members 
Mstep: Class 36 contains 7608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157717920.000000 Penalty: 127934.179688
Iteration 381Q: 37 clusters Score -1.577179e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 11744 members 
Mstep: Class 3 contains 22465 members 
Mstep: Class 4 contains 9288 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101266 members 
Mstep: Class 7 contains 8000 members 
Mstep: Class 8 contains 223346 members 
Mstep: Class 9 contains 97120 members 
Mstep: Class 10 contains 10045 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12355 members 
Mstep: Class 14 contains 305387 members 
Mstep: Class 15 contains 216750 members 
Mstep: Class 16 contains 10207 members 
Mstep: Class 17 contains 12643 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 7006 members 
Mstep: Class 20 contains 62921 members 
Mstep: Class 21 contains 127883 members 
Mstep: Class 22 contains 6339 members 
Mstep: Class 23 contains 15581 members 
Mstep: Class 24 contains 227983 members 
Mstep: Class 25 contains 8666 members 
Mstep: Class 26 contains 9746 members 
Mstep: Class 27 contains 15828 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11878 members 
Mstep: Class 30 contains 7136 members 
Mstep: Class 31 contains 12365 members 
Mstep: Class 32 contains 6894 members 
Mstep: Class 33 contains 9163 members 
Mstep: Class 34 contains 6924 members 
Mstep: Class 35 contains 8340 members 
Mstep: Class 36 contains 7610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718144.000000 Penalty: 127934.179688
Iteration 382Q: 37 clusters Score -1.577181e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 22464 members 
Mstep: Class 4 contains 9250 members 
Mstep: Class 5 contains 15218 members 
Mstep: Class 6 contains 101266 members 
Mstep: Class 7 contains 8002 members 
Mstep: Class 8 contains 223348 members 
Mstep: Class 9 contains 97116 members 
Mstep: Class 10 contains 10047 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12349 members 
Mstep: Class 14 contains 305413 members 
Mstep: Class 15 contains 216779 members 
Mstep: Class 16 contains 10153 members 
Mstep: Class 17 contains 12618 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 7002 members 
Mstep: Class 20 contains 62922 members 
Mstep: Class 21 contains 127881 members 
Mstep: Class 22 contains 6347 members 
Mstep: Class 23 contains 15585 members 
Mstep: Class 24 contains 227983 members 
Mstep: Class 25 contains 8726 members 
Mstep: Class 26 contains 9749 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11876 members 
Mstep: Class 30 contains 7123 members 
Mstep: Class 31 contains 12376 members 
Mstep: Class 32 contains 6897 members 
Mstep: Class 33 contains 9162 members 
Mstep: Class 34 contains 6925 members 
Mstep: Class 35 contains 8344 members 
Mstep: Class 36 contains 7609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718208.000000 Penalty: 127934.179688
Iteration 383Q: 37 clusters Score -1.577182e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 11740 members 
Mstep: Class 3 contains 22461 members 
Mstep: Class 4 contains 9209 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 8003 members 
Mstep: Class 8 contains 223348 members 
Mstep: Class 9 contains 97126 members 
Mstep: Class 10 contains 10041 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12348 members 
Mstep: Class 14 contains 305429 members 
Mstep: Class 15 contains 216801 members 
Mstep: Class 16 contains 10094 members 
Mstep: Class 17 contains 12596 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7003 members 
Mstep: Class 20 contains 62917 members 
Mstep: Class 21 contains 127873 members 
Mstep: Class 22 contains 6358 members 
Mstep: Class 23 contains 15588 members 
Mstep: Class 24 contains 227982 members 
Mstep: Class 25 contains 8778 members 
Mstep: Class 26 contains 9750 members 
Mstep: Class 27 contains 15828 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11877 members 
Mstep: Class 30 contains 7120 members 
Mstep: Class 31 contains 12395 members 
Mstep: Class 32 contains 6897 members 
Mstep: Class 33 contains 9158 members 
Mstep: Class 34 contains 6930 members 
Mstep: Class 35 contains 8351 members 
Mstep: Class 36 contains 7613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718288.000000 Penalty: 127934.179688
Iteration 384Q: 37 clusters Score -1.577183e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 22462 members 
Mstep: Class 4 contains 9174 members 
Mstep: Class 5 contains 15218 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 8000 members 
Mstep: Class 8 contains 223354 members 
Mstep: Class 9 contains 97122 members 
Mstep: Class 10 contains 10028 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12345 members 
Mstep: Class 14 contains 305443 members 
Mstep: Class 15 contains 216804 members 
Mstep: Class 16 contains 10054 members 
Mstep: Class 17 contains 12573 members 
Mstep: Class 18 contains 17676 members 
Mstep: Class 19 contains 7001 members 
Mstep: Class 20 contains 62918 members 
Mstep: Class 21 contains 127873 members 
Mstep: Class 22 contains 6366 members 
Mstep: Class 23 contains 15589 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 8850 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 15826 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11877 members 
Mstep: Class 30 contains 7118 members 
Mstep: Class 31 contains 12409 members 
Mstep: Class 32 contains 6899 members 
Mstep: Class 33 contains 9146 members 
Mstep: Class 34 contains 6939 members 
Mstep: Class 35 contains 8363 members 
Mstep: Class 36 contains 7619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718224.000000 Penalty: 127934.179688
Iteration 385Q: 37 clusters Score -1.577182e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 9139 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 7999 members 
Mstep: Class 8 contains 223352 members 
Mstep: Class 9 contains 97121 members 
Mstep: Class 10 contains 10022 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12342 members 
Mstep: Class 14 contains 305459 members 
Mstep: Class 15 contains 216810 members 
Mstep: Class 16 contains 10002 members 
Mstep: Class 17 contains 12567 members 
Mstep: Class 18 contains 17678 members 
Mstep: Class 19 contains 7002 members 
Mstep: Class 20 contains 62918 members 
Mstep: Class 21 contains 127871 members 
Mstep: Class 22 contains 6367 members 
Mstep: Class 23 contains 15595 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 8923 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 15826 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11880 members 
Mstep: Class 30 contains 7111 members 
Mstep: Class 31 contains 12412 members 
Mstep: Class 32 contains 6901 members 
Mstep: Class 33 contains 9144 members 
Mstep: Class 34 contains 6944 members 
Mstep: Class 35 contains 8364 members 
Mstep: Class 36 contains 7626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718224.000000 Penalty: 127934.179688
Iteration 386Q: 37 clusters Score -1.577182e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 11741 members 
Mstep: Class 3 contains 22465 members 
Mstep: Class 4 contains 9130 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101265 members 
Mstep: Class 7 contains 8002 members 
Mstep: Class 8 contains 223354 members 
Mstep: Class 9 contains 97122 members 
Mstep: Class 10 contains 10012 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12341 members 
Mstep: Class 14 contains 305478 members 
Mstep: Class 15 contains 216811 members 
Mstep: Class 16 contains 9942 members 
Mstep: Class 17 contains 12548 members 
Mstep: Class 18 contains 17678 members 
Mstep: Class 19 contains 7003 members 
Mstep: Class 20 contains 62916 members 
Mstep: Class 21 contains 127869 members 
Mstep: Class 22 contains 6372 members 
Mstep: Class 23 contains 15590 members 
Mstep: Class 24 contains 227983 members 
Mstep: Class 25 contains 8986 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 15827 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11884 members 
Mstep: Class 30 contains 7106 members 
Mstep: Class 31 contains 12420 members 
Mstep: Class 32 contains 6904 members 
Mstep: Class 33 contains 9143 members 
Mstep: Class 34 contains 6949 members 
Mstep: Class 35 contains 8370 members 
Mstep: Class 36 contains 7633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718176.000000 Penalty: 127934.179688
Iteration 387Q: 37 clusters Score -1.577182e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 11740 members 
Mstep: Class 3 contains 22465 members 
Mstep: Class 4 contains 9111 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101266 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 223357 members 
Mstep: Class 9 contains 97120 members 
Mstep: Class 10 contains 10008 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12339 members 
Mstep: Class 14 contains 305487 members 
Mstep: Class 15 contains 216811 members 
Mstep: Class 16 contains 9892 members 
Mstep: Class 17 contains 12530 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 7003 members 
Mstep: Class 20 contains 62914 members 
Mstep: Class 21 contains 127867 members 
Mstep: Class 22 contains 6376 members 
Mstep: Class 23 contains 15591 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9042 members 
Mstep: Class 26 contains 9741 members 
Mstep: Class 27 contains 15827 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11889 members 
Mstep: Class 30 contains 7103 members 
Mstep: Class 31 contains 12430 members 
Mstep: Class 32 contains 6906 members 
Mstep: Class 33 contains 9141 members 
Mstep: Class 34 contains 6953 members 
Mstep: Class 35 contains 8375 members 
Mstep: Class 36 contains 7639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718288.000000 Penalty: 127934.179688
Iteration 388Q: 37 clusters Score -1.577183e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 22465 members 
Mstep: Class 4 contains 9092 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101266 members 
Mstep: Class 7 contains 7997 members 
Mstep: Class 8 contains 223356 members 
Mstep: Class 9 contains 97123 members 
Mstep: Class 10 contains 10002 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12334 members 
Mstep: Class 14 contains 305503 members 
Mstep: Class 15 contains 216822 members 
Mstep: Class 16 contains 9853 members 
Mstep: Class 17 contains 12509 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 7008 members 
Mstep: Class 20 contains 62913 members 
Mstep: Class 21 contains 127869 members 
Mstep: Class 22 contains 6378 members 
Mstep: Class 23 contains 15590 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9075 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15827 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11892 members 
Mstep: Class 30 contains 7095 members 
Mstep: Class 31 contains 12439 members 
Mstep: Class 32 contains 6910 members 
Mstep: Class 33 contains 9140 members 
Mstep: Class 34 contains 6956 members 
Mstep: Class 35 contains 8383 members 
Mstep: Class 36 contains 7646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718320.000000 Penalty: 127934.179688
Iteration 389Q: 37 clusters Score -1.577183e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 22464 members 
Mstep: Class 4 contains 9069 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101268 members 
Mstep: Class 7 contains 8000 members 
Mstep: Class 8 contains 223360 members 
Mstep: Class 9 contains 97117 members 
Mstep: Class 10 contains 10001 members 
Mstep: Class 11 contains 8959 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12334 members 
Mstep: Class 14 contains 305524 members 
Mstep: Class 15 contains 216830 members 
Mstep: Class 16 contains 9819 members 
Mstep: Class 17 contains 12496 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 7009 members 
Mstep: Class 20 contains 62912 members 
Mstep: Class 21 contains 127867 members 
Mstep: Class 22 contains 6381 members 
Mstep: Class 23 contains 15588 members 
Mstep: Class 24 contains 227983 members 
Mstep: Class 25 contains 9089 members 
Mstep: Class 26 contains 9735 members 
Mstep: Class 27 contains 15826 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11895 members 
Mstep: Class 30 contains 7102 members 
Mstep: Class 31 contains 12444 members 
Mstep: Class 32 contains 6910 members 
Mstep: Class 33 contains 9140 members 
Mstep: Class 34 contains 6961 members 
Mstep: Class 35 contains 8387 members 
Mstep: Class 36 contains 7650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718176.000000 Penalty: 127934.179688
Iteration 390Q: 37 clusters Score -1.577182e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 11747 members 
Mstep: Class 3 contains 22464 members 
Mstep: Class 4 contains 9067 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101269 members 
Mstep: Class 7 contains 7993 members 
Mstep: Class 8 contains 223361 members 
Mstep: Class 9 contains 97122 members 
Mstep: Class 10 contains 9993 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12331 members 
Mstep: Class 14 contains 305539 members 
Mstep: Class 15 contains 216835 members 
Mstep: Class 16 contains 9800 members 
Mstep: Class 17 contains 12473 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 7005 members 
Mstep: Class 20 contains 62911 members 
Mstep: Class 21 contains 127869 members 
Mstep: Class 22 contains 6384 members 
Mstep: Class 23 contains 15588 members 
Mstep: Class 24 contains 227982 members 
Mstep: Class 25 contains 9105 members 
Mstep: Class 26 contains 9734 members 
Mstep: Class 27 contains 15825 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11895 members 
Mstep: Class 30 contains 7101 members 
Mstep: Class 31 contains 12452 members 
Mstep: Class 32 contains 6914 members 
Mstep: Class 33 contains 9142 members 
Mstep: Class 34 contains 6963 members 
Mstep: Class 35 contains 8393 members 
Mstep: Class 36 contains 7655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718272.000000 Penalty: 127934.179688
Iteration 391Q: 37 clusters Score -1.577183e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 11748 members 
Mstep: Class 3 contains 22464 members 
Mstep: Class 4 contains 9070 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101270 members 
Mstep: Class 7 contains 7991 members 
Mstep: Class 8 contains 223361 members 
Mstep: Class 9 contains 97125 members 
Mstep: Class 10 contains 9988 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12328 members 
Mstep: Class 14 contains 305548 members 
Mstep: Class 15 contains 216842 members 
Mstep: Class 16 contains 9784 members 
Mstep: Class 17 contains 12469 members 
Mstep: Class 18 contains 17680 members 
Mstep: Class 19 contains 7004 members 
Mstep: Class 20 contains 62911 members 
Mstep: Class 21 contains 127867 members 
Mstep: Class 22 contains 6383 members 
Mstep: Class 23 contains 15585 members 
Mstep: Class 24 contains 227983 members 
Mstep: Class 25 contains 9114 members 
Mstep: Class 26 contains 9735 members 
Mstep: Class 27 contains 15824 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11890 members 
Mstep: Class 30 contains 7102 members 
Mstep: Class 31 contains 12448 members 
Mstep: Class 32 contains 6916 members 
Mstep: Class 33 contains 9144 members 
Mstep: Class 34 contains 6965 members 
Mstep: Class 35 contains 8395 members 
Mstep: Class 36 contains 7660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718320.000000 Penalty: 127934.179688
Iteration 392Q: 37 clusters Score -1.577183e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 11748 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 9072 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101270 members 
Mstep: Class 7 contains 7988 members 
Mstep: Class 8 contains 223365 members 
Mstep: Class 9 contains 97124 members 
Mstep: Class 10 contains 9984 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12326 members 
Mstep: Class 14 contains 305547 members 
Mstep: Class 15 contains 216852 members 
Mstep: Class 16 contains 9772 members 
Mstep: Class 17 contains 12466 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 7003 members 
Mstep: Class 20 contains 62911 members 
Mstep: Class 21 contains 127865 members 
Mstep: Class 22 contains 6384 members 
Mstep: Class 23 contains 15583 members 
Mstep: Class 24 contains 227983 members 
Mstep: Class 25 contains 9125 members 
Mstep: Class 26 contains 9735 members 
Mstep: Class 27 contains 15824 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11890 members 
Mstep: Class 30 contains 7104 members 
Mstep: Class 31 contains 12446 members 
Mstep: Class 32 contains 6916 members 
Mstep: Class 33 contains 9144 members 
Mstep: Class 34 contains 6970 members 
Mstep: Class 35 contains 8399 members 
Mstep: Class 36 contains 7662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718240.000000 Penalty: 127934.179688
Iteration 393Q: 37 clusters Score -1.577182e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 11750 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 9073 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101268 members 
Mstep: Class 7 contains 7981 members 
Mstep: Class 8 contains 223370 members 
Mstep: Class 9 contains 97127 members 
Mstep: Class 10 contains 9977 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12322 members 
Mstep: Class 14 contains 305551 members 
Mstep: Class 15 contains 216854 members 
Mstep: Class 16 contains 9765 members 
Mstep: Class 17 contains 12460 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 7003 members 
Mstep: Class 20 contains 62910 members 
Mstep: Class 21 contains 127863 members 
Mstep: Class 22 contains 6385 members 
Mstep: Class 23 contains 15582 members 
Mstep: Class 24 contains 227983 members 
Mstep: Class 25 contains 9136 members 
Mstep: Class 26 contains 9735 members 
Mstep: Class 27 contains 15824 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11891 members 
Mstep: Class 30 contains 7101 members 
Mstep: Class 31 contains 12453 members 
Mstep: Class 32 contains 6917 members 
Mstep: Class 33 contains 9143 members 
Mstep: Class 34 contains 6971 members 
Mstep: Class 35 contains 8405 members 
Mstep: Class 36 contains 7662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718112.000000 Penalty: 127934.179688
Iteration 394Q: 37 clusters Score -1.577181e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 11751 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 9079 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101268 members 
Mstep: Class 7 contains 7978 members 
Mstep: Class 8 contains 223372 members 
Mstep: Class 9 contains 97128 members 
Mstep: Class 10 contains 9975 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12318 members 
Mstep: Class 14 contains 305553 members 
Mstep: Class 15 contains 216855 members 
Mstep: Class 16 contains 9761 members 
Mstep: Class 17 contains 12447 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 7006 members 
Mstep: Class 20 contains 62910 members 
Mstep: Class 21 contains 127860 members 
Mstep: Class 22 contains 6387 members 
Mstep: Class 23 contains 15581 members 
Mstep: Class 24 contains 227983 members 
Mstep: Class 25 contains 9141 members 
Mstep: Class 26 contains 9735 members 
Mstep: Class 27 contains 15824 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11893 members 
Mstep: Class 30 contains 7104 members 
Mstep: Class 31 contains 12458 members 
Mstep: Class 32 contains 6918 members 
Mstep: Class 33 contains 9142 members 
Mstep: Class 34 contains 6972 members 
Mstep: Class 35 contains 8410 members 
Mstep: Class 36 contains 7662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718096.000000 Penalty: 127934.179688
Iteration 395Q: 37 clusters Score -1.577181e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 11749 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 9078 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 7976 members 
Mstep: Class 8 contains 223375 members 
Mstep: Class 9 contains 97130 members 
Mstep: Class 10 contains 9968 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12310 members 
Mstep: Class 14 contains 305553 members 
Mstep: Class 15 contains 216857 members 
Mstep: Class 16 contains 9756 members 
Mstep: Class 17 contains 12442 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 7010 members 
Mstep: Class 20 contains 62910 members 
Mstep: Class 21 contains 127860 members 
Mstep: Class 22 contains 6387 members 
Mstep: Class 23 contains 15580 members 
Mstep: Class 24 contains 227983 members 
Mstep: Class 25 contains 9146 members 
Mstep: Class 26 contains 9735 members 
Mstep: Class 27 contains 15824 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11894 members 
Mstep: Class 30 contains 7107 members 
Mstep: Class 31 contains 12462 members 
Mstep: Class 32 contains 6919 members 
Mstep: Class 33 contains 9141 members 
Mstep: Class 34 contains 6976 members 
Mstep: Class 35 contains 8411 members 
Mstep: Class 36 contains 7666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718272.000000 Penalty: 127934.179688
Iteration 396Q: 37 clusters Score -1.577183e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 11747 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 9074 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101266 members 
Mstep: Class 7 contains 7975 members 
Mstep: Class 8 contains 223376 members 
Mstep: Class 9 contains 97132 members 
Mstep: Class 10 contains 9957 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12307 members 
Mstep: Class 14 contains 305551 members 
Mstep: Class 15 contains 216864 members 
Mstep: Class 16 contains 9748 members 
Mstep: Class 17 contains 12436 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 7009 members 
Mstep: Class 20 contains 62910 members 
Mstep: Class 21 contains 127862 members 
Mstep: Class 22 contains 6387 members 
Mstep: Class 23 contains 15581 members 
Mstep: Class 24 contains 227983 members 
Mstep: Class 25 contains 9156 members 
Mstep: Class 26 contains 9735 members 
Mstep: Class 27 contains 15825 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11895 members 
Mstep: Class 30 contains 7105 members 
Mstep: Class 31 contains 12463 members 
Mstep: Class 32 contains 6919 members 
Mstep: Class 33 contains 9140 members 
Mstep: Class 34 contains 6977 members 
Mstep: Class 35 contains 8419 members 
Mstep: Class 36 contains 7668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718160.000000 Penalty: 127934.179688
Iteration 397Q: 37 clusters Score -1.577182e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 11745 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 9073 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101266 members 
Mstep: Class 7 contains 7973 members 
Mstep: Class 8 contains 223378 members 
Mstep: Class 9 contains 97134 members 
Mstep: Class 10 contains 9954 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12305 members 
Mstep: Class 14 contains 305546 members 
Mstep: Class 15 contains 216866 members 
Mstep: Class 16 contains 9743 members 
Mstep: Class 17 contains 12431 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 7013 members 
Mstep: Class 20 contains 62910 members 
Mstep: Class 21 contains 127862 members 
Mstep: Class 22 contains 6387 members 
Mstep: Class 23 contains 15581 members 
Mstep: Class 24 contains 227983 members 
Mstep: Class 25 contains 9154 members 
Mstep: Class 26 contains 9735 members 
Mstep: Class 27 contains 15826 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11897 members 
Mstep: Class 30 contains 7110 members 
Mstep: Class 31 contains 12467 members 
Mstep: Class 32 contains 6919 members 
Mstep: Class 33 contains 9139 members 
Mstep: Class 34 contains 6979 members 
Mstep: Class 35 contains 8422 members 
Mstep: Class 36 contains 7666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718240.000000 Penalty: 127934.179688
Iteration 398Q: 37 clusters Score -1.577182e+08 nChanged 60
Entering ConstructFrom: 
Score: -157718240.000000 Penalty: 127934.179688
Entering ConstructFrom: 
Trying to split cluster 1 (23866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Entering Unmasked Estep 
Score: -2139027.000000 Penalty: 2499.892090
	Iteration 0F: 2 clusters Score -2139027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2122385.750000 Penalty: 4999.784180
	Iteration 0F: 3 clusters Score -2122386 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2128144.500000 Penalty: 4999.784180
	Iteration 1F: 3 clusters Score -2128144 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2128709.750000 Penalty: 4999.784180
	Iteration 2F: 3 clusters Score -2128710 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2129251.250000 Penalty: 4999.784180
	Iteration 3F: 3 clusters Score -2129251 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2129769.000000 Penalty: 4999.784180
	Iteration 4F: 3 clusters Score -2129769 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2130240.500000 Penalty: 4999.784180
	Iteration 5Q: 3 clusters Score -2130240 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2130709.250000 Penalty: 4999.784180
	Iteration 6Q: 3 clusters Score -2130709 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2131202.500000 Penalty: 4999.784180
	Iteration 7Q: 3 clusters Score -2131202 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2131662.250000 Penalty: 4999.784180
	Iteration 8Q: 3 clusters Score -2131662 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2132112.750000 Penalty: 4999.784180
	Iteration 9Q: 3 clusters Score -2132113 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2132511.000000 Penalty: 4999.784180
	Iteration 10Q: 3 clusters Score -2132511 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2132890.250000 Penalty: 4999.784180
	Iteration 11Q: 3 clusters Score -2132890 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2133256.500000 Penalty: 4999.784180
	Iteration 12Q: 3 clusters Score -2133256 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2133609.250000 Penalty: 4999.784180
	Iteration 13Q: 3 clusters Score -2133609 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2133984.750000 Penalty: 4999.784180
	Iteration 14Q: 3 clusters Score -2133985 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2134413.250000 Penalty: 4999.784180
	Iteration 15Q: 3 clusters Score -2134413 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2134855.250000 Penalty: 4999.784180
	Iteration 16Q: 3 clusters Score -2134855 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2135291.500000 Penalty: 4999.784180
	Iteration 17Q: 3 clusters Score -2135292 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2135722.250000 Penalty: 4999.784180
	Iteration 18Q: 3 clusters Score -2135722 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2136072.500000 Penalty: 4999.784180
	Iteration 19Q: 3 clusters Score -2136072 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2136388.250000 Penalty: 4999.784180
	Iteration 20F: 3 clusters Score -2136388 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -2136656.000000 Penalty: 4999.784180
	Iteration 21Q: 3 clusters Score -2136656 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -2136888.000000 Penalty: 4999.784180
	Iteration 22Q: 3 clusters Score -2136888 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -2137074.500000 Penalty: 4999.784180
	Iteration 23Q: 3 clusters Score -2137074 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2137273.500000 Penalty: 4999.784180
	Iteration 24Q: 3 clusters Score -2137274 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -2137398.000000 Penalty: 4999.784180
	Iteration 25Q: 3 clusters Score -2137398 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2137501.500000 Penalty: 4999.784180
	Iteration 26Q: 3 clusters Score -2137502 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2137566.500000 Penalty: 4999.784180
	Iteration 27Q: 3 clusters Score -2137566 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2137611.750000 Penalty: 4999.784180
	Iteration 28Q: 3 clusters Score -2137612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -2137635.750000 Penalty: 4999.784180
	Iteration 29Q: 3 clusters Score -2137636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2137653.000000 Penalty: 4999.784180
	Iteration 30Q: 3 clusters Score -2137653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2137664.500000 Penalty: 4999.784180
	Iteration 31Q: 3 clusters Score -2137664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2137672.250000 Penalty: 4999.784180
	Iteration 32Q: 3 clusters Score -2137672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2137682.250000 Penalty: 4999.784180
	Iteration 33Q: 3 clusters Score -2137682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2137687.500000 Penalty: 4999.784180
	Iteration 34Q: 3 clusters Score -2137688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2137697.250000 Penalty: 4999.784180
	Iteration 35Q: 3 clusters Score -2137697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2137699.250000 Penalty: 4999.784180
	Iteration 36Q: 3 clusters Score -2137699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2137711.250000 Penalty: 4999.784180
	Iteration 37Q: 3 clusters Score -2137711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -2137715.500000 Penalty: 4999.784180
	Iteration 38Q: 3 clusters Score -2137716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -2137719.250000 Penalty: 4999.784180
	Iteration 39Q: 3 clusters Score -2137719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -2137722.000000 Penalty: 4999.784180
	Iteration 40F: 3 clusters Score -2137722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -2137725.500000 Penalty: 4999.784180
	Iteration 41Q: 3 clusters Score -2137726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2137731.750000 Penalty: 4999.784180
	Iteration 42Q: 3 clusters Score -2137732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -2137732.250000 Penalty: 4999.784180
	Iteration 43Q: 3 clusters Score -2137732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2137732.500000 Penalty: 4999.784180
	Iteration 44Q: 3 clusters Score -2137732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2137735.500000 Penalty: 4999.784180
	Iteration 45Q: 3 clusters Score -2137736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2137736.750000 Penalty: 4999.784180
	Iteration 46Q: 3 clusters Score -2137737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2137736.250000 Penalty: 4999.784180
	Iteration 47Q: 3 clusters Score -2137736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2137745.750000 Penalty: 4999.784180
	Iteration 48Q: 3 clusters Score -2137746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -2137749.000000 Penalty: 4999.784180
	Iteration 49Q: 3 clusters Score -2137749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -2137754.250000 Penalty: 4999.784180
	Iteration 50Q: 3 clusters Score -2137754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2137755.250000 Penalty: 4999.784180
	Iteration 51Q: 3 clusters Score -2137755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -2137756.500000 Penalty: 4999.784180
	Iteration 52Q: 3 clusters Score -2137756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2137756.750000 Penalty: 4999.784180
	Iteration 53Q: 3 clusters Score -2137757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2137756.500000 Penalty: 4999.784180
	Iteration 54Q: 3 clusters Score -2137756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -2137754.500000 Penalty: 4999.784180
	Iteration 55Q: 3 clusters Score -2137754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -2137755.250000 Penalty: 4999.784180
	Iteration 56Q: 3 clusters Score -2137755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -2137755.250000 Penalty: 4999.784180
	Iteration 57F: 3 clusters Score -2137755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Entering Unmasked Estep 
Score: -1104961.125000 Penalty: 2324.074463
	Iteration 0F: 2 clusters Score -1104961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1096181.125000 Penalty: 4648.148926
	Iteration 0F: 3 clusters Score -1096181 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1099100.125000 Penalty: 4648.148926
	Iteration 1F: 3 clusters Score -1099100 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1099642.250000 Penalty: 4648.148926
	Iteration 2F: 3 clusters Score -1099642 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1100065.000000 Penalty: 4648.148926
	Iteration 3F: 3 clusters Score -1100065 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1100366.750000 Penalty: 4648.148926
	Iteration 4Q: 3 clusters Score -1100367 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1100625.625000 Penalty: 4648.148926
	Iteration 5Q: 3 clusters Score -1100626 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1100873.750000 Penalty: 4648.148926
	Iteration 6Q: 3 clusters Score -1100874 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1101117.375000 Penalty: 4648.148926
	Iteration 7Q: 3 clusters Score -1101117 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1101406.000000 Penalty: 4648.148926
	Iteration 8Q: 3 clusters Score -1101406 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1101804.625000 Penalty: 4648.148926
	Iteration 9F: 3 clusters Score -1101805 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1102297.875000 Penalty: 4648.148926
	Iteration 10F: 3 clusters Score -1102298 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1102863.000000 Penalty: 4648.148926
	Iteration 11F: 3 clusters Score -1102863 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1103338.500000 Penalty: 4648.148926
	Iteration 12Q: 3 clusters Score -1103338 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1103742.750000 Penalty: 4648.148926
	Iteration 13Q: 3 clusters Score -1103743 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1104027.125000 Penalty: 4648.148926
	Iteration 14Q: 3 clusters Score -1104027 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1104201.625000 Penalty: 4648.148926
	Iteration 15Q: 3 clusters Score -1104202 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1104332.750000 Penalty: 4648.148926
	Iteration 16Q: 3 clusters Score -1104333 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1104412.250000 Penalty: 4648.148926
	Iteration 17Q: 3 clusters Score -1104412 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1104472.500000 Penalty: 4648.148926
	Iteration 18Q: 3 clusters Score -1104472 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1104522.500000 Penalty: 4648.148926
	Iteration 19Q: 3 clusters Score -1104522 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1104565.625000 Penalty: 4648.148926
	Iteration 20F: 3 clusters Score -1104566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1104592.375000 Penalty: 4648.148926
	Iteration 21Q: 3 clusters Score -1104592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1104603.625000 Penalty: 4648.148926
	Iteration 22Q: 3 clusters Score -1104604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1104617.375000 Penalty: 4648.148926
	Iteration 23Q: 3 clusters Score -1104617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1104628.625000 Penalty: 4648.148926
	Iteration 24Q: 3 clusters Score -1104629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1104636.875000 Penalty: 4648.148926
	Iteration 25Q: 3 clusters Score -1104637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1104643.250000 Penalty: 4648.148926
	Iteration 26Q: 3 clusters Score -1104643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1104646.250000 Penalty: 4648.148926
	Iteration 27Q: 3 clusters Score -1104646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1104650.125000 Penalty: 4648.148926
	Iteration 28Q: 3 clusters Score -1104650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1104653.125000 Penalty: 4648.148926
	Iteration 29Q: 3 clusters Score -1104653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1104654.750000 Penalty: 4648.148926
	Iteration 30Q: 3 clusters Score -1104655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1104655.875000 Penalty: 4648.148926
	Iteration 31Q: 3 clusters Score -1104656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1104660.375000 Penalty: 4648.148926
	Iteration 32Q: 3 clusters Score -1104660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1104664.250000 Penalty: 4648.148926
	Iteration 33Q: 3 clusters Score -1104664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1104663.750000 Penalty: 4648.148926
	Iteration 34Q: 3 clusters Score -1104664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1104663.750000 Penalty: 4648.148926
	Iteration 35F: 3 clusters Score -1104664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Entering Unmasked Estep 
Score: -2173609.250000 Penalty: 2484.866943
	Iteration 0F: 2 clusters Score -2173609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2157864.750000 Penalty: 4969.733887
	Iteration 0F: 3 clusters Score -2157865 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2163157.000000 Penalty: 4969.733887
	Iteration 1F: 3 clusters Score -2163157 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2163548.000000 Penalty: 4969.733887
	Iteration 2F: 3 clusters Score -2163548 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2163893.500000 Penalty: 4969.733887
	Iteration 3Q: 3 clusters Score -2163894 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2164211.500000 Penalty: 4969.733887
	Iteration 4Q: 3 clusters Score -2164212 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2164528.000000 Penalty: 4969.733887
	Iteration 5Q: 3 clusters Score -2164528 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2164843.000000 Penalty: 4969.733887
	Iteration 6Q: 3 clusters Score -2164843 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2165213.750000 Penalty: 4969.733887
	Iteration 7Q: 3 clusters Score -2165214 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2165675.750000 Penalty: 4969.733887
	Iteration 8Q: 3 clusters Score -2165676 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2166312.750000 Penalty: 4969.733887
	Iteration 9Q: 3 clusters Score -2166313 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2167200.000000 Penalty: 4969.733887
	Iteration 10F: 3 clusters Score -2167200 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2168290.750000 Penalty: 4969.733887
	Iteration 11F: 3 clusters Score -2168291 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2169362.000000 Penalty: 4969.733887
	Iteration 12F: 3 clusters Score -2169362 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2170185.750000 Penalty: 4969.733887
	Iteration 13F: 3 clusters Score -2170186 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2170741.250000 Penalty: 4969.733887
	Iteration 14Q: 3 clusters Score -2170741 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2171142.750000 Penalty: 4969.733887
	Iteration 15Q: 3 clusters Score -2171143 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2171444.750000 Penalty: 4969.733887
	Iteration 16Q: 3 clusters Score -2171445 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2171676.000000 Penalty: 4969.733887
	Iteration 17Q: 3 clusters Score -2171676 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2171830.500000 Penalty: 4969.733887
	Iteration 18Q: 3 clusters Score -2171830 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2171937.250000 Penalty: 4969.733887
	Iteration 19Q: 3 clusters Score -2171937 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2172024.750000 Penalty: 4969.733887
	Iteration 20F: 3 clusters Score -2172025 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2172091.000000 Penalty: 4969.733887
	Iteration 21Q: 3 clusters Score -2172091 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2172137.000000 Penalty: 4969.733887
	Iteration 22Q: 3 clusters Score -2172137 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2172178.000000 Penalty: 4969.733887
	Iteration 23Q: 3 clusters Score -2172178 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2172214.250000 Penalty: 4969.733887
	Iteration 24Q: 3 clusters Score -2172214 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2172236.750000 Penalty: 4969.733887
	Iteration 25Q: 3 clusters Score -2172237 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2172261.750000 Penalty: 4969.733887
	Iteration 26Q: 3 clusters Score -2172262 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2172280.750000 Penalty: 4969.733887
	Iteration 27Q: 3 clusters Score -2172281 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2172301.250000 Penalty: 4969.733887
	Iteration 28Q: 3 clusters Score -2172301 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2172313.500000 Penalty: 4969.733887
	Iteration 29Q: 3 clusters Score -2172314 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2172328.500000 Penalty: 4969.733887
	Iteration 30Q: 3 clusters Score -2172328 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2172338.000000 Penalty: 4969.733887
	Iteration 31Q: 3 clusters Score -2172338 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2172346.500000 Penalty: 4969.733887
	Iteration 32Q: 3 clusters Score -2172346 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2172360.000000 Penalty: 4969.733887
	Iteration 33Q: 3 clusters Score -2172360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2172379.000000 Penalty: 4969.733887
	Iteration 34Q: 3 clusters Score -2172379 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2172391.500000 Penalty: 4969.733887
	Iteration 35Q: 3 clusters Score -2172392 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2172413.250000 Penalty: 4969.733887
	Iteration 36Q: 3 clusters Score -2172413 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2172440.000000 Penalty: 4969.733887
	Iteration 37Q: 3 clusters Score -2172440 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2172465.750000 Penalty: 4969.733887
	Iteration 38Q: 3 clusters Score -2172466 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2172483.000000 Penalty: 4969.733887
	Iteration 39Q: 3 clusters Score -2172483 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2172501.500000 Penalty: 4969.733887
	Iteration 40F: 3 clusters Score -2172502 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2172521.250000 Penalty: 4969.733887
	Iteration 41Q: 3 clusters Score -2172521 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2172530.500000 Penalty: 4969.733887
	Iteration 42Q: 3 clusters Score -2172530 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2172559.000000 Penalty: 4969.733887
	Iteration 43Q: 3 clusters Score -2172559 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2172587.250000 Penalty: 4969.733887
	Iteration 44Q: 3 clusters Score -2172587 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2172606.750000 Penalty: 4969.733887
	Iteration 45Q: 3 clusters Score -2172607 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2172633.500000 Penalty: 4969.733887
	Iteration 46Q: 3 clusters Score -2172634 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2172665.000000 Penalty: 4969.733887
	Iteration 47Q: 3 clusters Score -2172665 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2172704.250000 Penalty: 4969.733887
	Iteration 48Q: 3 clusters Score -2172704 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2172743.250000 Penalty: 4969.733887
	Iteration 49Q: 3 clusters Score -2172743 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2172777.000000 Penalty: 4969.733887
	Iteration 50Q: 3 clusters Score -2172777 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2172805.250000 Penalty: 4969.733887
	Iteration 51Q: 3 clusters Score -2172805 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2172827.250000 Penalty: 4969.733887
	Iteration 52Q: 3 clusters Score -2172827 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2172844.750000 Penalty: 4969.733887
	Iteration 53Q: 3 clusters Score -2172845 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2172861.500000 Penalty: 4969.733887
	Iteration 54Q: 3 clusters Score -2172862 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2172882.500000 Penalty: 4969.733887
	Iteration 55Q: 3 clusters Score -2172882 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2172900.500000 Penalty: 4969.733887
	Iteration 56Q: 3 clusters Score -2172900 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2172924.000000 Penalty: 4969.733887
	Iteration 57Q: 3 clusters Score -2172924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2172939.000000 Penalty: 4969.733887
	Iteration 58Q: 3 clusters Score -2172939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2172943.000000 Penalty: 4969.733887
	Iteration 59Q: 3 clusters Score -2172943 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2172956.000000 Penalty: 4969.733887
	Iteration 60F: 3 clusters Score -2172956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2172964.500000 Penalty: 4969.733887
	Iteration 61Q: 3 clusters Score -2172964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2172969.000000 Penalty: 4969.733887
	Iteration 62Q: 3 clusters Score -2172969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2172971.000000 Penalty: 4969.733887
	Iteration 63Q: 3 clusters Score -2172971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2172971.750000 Penalty: 4969.733887
	Iteration 64Q: 3 clusters Score -2172972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2172970.250000 Penalty: 4969.733887
	Iteration 65Q: 3 clusters Score -2172970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2172970.250000 Penalty: 4969.733887
	Iteration 66Q: 3 clusters Score -2172970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2172973.000000 Penalty: 4969.733887
	Iteration 67Q: 3 clusters Score -2172973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2172978.500000 Penalty: 4969.733887
	Iteration 68Q: 3 clusters Score -2172978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2172981.000000 Penalty: 4969.733887
	Iteration 69Q: 3 clusters Score -2172981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2172980.500000 Penalty: 4969.733887
	Iteration 70Q: 3 clusters Score -2172980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2172980.250000 Penalty: 4969.733887
	Iteration 71Q: 3 clusters Score -2172980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2172978.750000 Penalty: 4969.733887
	Iteration 72Q: 3 clusters Score -2172979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2172980.500000 Penalty: 4969.733887
	Iteration 73Q: 3 clusters Score -2172980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2172983.750000 Penalty: 4969.733887
	Iteration 74Q: 3 clusters Score -2172984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2172981.500000 Penalty: 4969.733887
	Iteration 75Q: 3 clusters Score -2172982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2172980.750000 Penalty: 4969.733887
	Iteration 76Q: 3 clusters Score -2172981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2172980.750000 Penalty: 4969.733887
	Iteration 77F: 3 clusters Score -2172981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Entering Unmasked Estep 
Score: -749509.812500 Penalty: 2259.956299
	Iteration 0F: 2 clusters Score -749509.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -742428.750000 Penalty: 4519.912598
	Iteration 0F: 3 clusters Score -742428.8 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -744776.500000 Penalty: 4519.912598
	Iteration 1F: 3 clusters Score -744776.5 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -745345.187500 Penalty: 4519.912598
	Iteration 2F: 3 clusters Score -745345.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -745880.437500 Penalty: 4519.912598
	Iteration 3F: 3 clusters Score -745880.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -746358.187500 Penalty: 4519.912598
	Iteration 4F: 3 clusters Score -746358.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -746787.250000 Penalty: 4519.912598
	Iteration 5F: 3 clusters Score -746787.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -747194.250000 Penalty: 4519.912598
	Iteration 6F: 3 clusters Score -747194.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -747635.000000 Penalty: 4519.912598
	Iteration 7F: 3 clusters Score -747635 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -748053.937500 Penalty: 4519.912598
	Iteration 8F: 3 clusters Score -748053.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -748402.062500 Penalty: 4519.912598
	Iteration 9Q: 3 clusters Score -748402.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -748654.750000 Penalty: 4519.912598
	Iteration 10Q: 3 clusters Score -748654.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -748837.625000 Penalty: 4519.912598
	Iteration 11Q: 3 clusters Score -748837.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -748965.125000 Penalty: 4519.912598
	Iteration 12Q: 3 clusters Score -748965.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -749036.125000 Penalty: 4519.912598
	Iteration 13Q: 3 clusters Score -749036.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -749094.312500 Penalty: 4519.912598
	Iteration 14Q: 3 clusters Score -749094.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -749137.750000 Penalty: 4519.912598
	Iteration 15Q: 3 clusters Score -749137.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -749159.750000 Penalty: 4519.912598
	Iteration 16Q: 3 clusters Score -749159.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -749177.000000 Penalty: 4519.912598
	Iteration 17Q: 3 clusters Score -749177 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -749190.625000 Penalty: 4519.912598
	Iteration 18Q: 3 clusters Score -749190.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -749197.687500 Penalty: 4519.912598
	Iteration 19Q: 3 clusters Score -749197.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -749201.000000 Penalty: 4519.912598
	Iteration 20F: 3 clusters Score -749201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -749204.687500 Penalty: 4519.912598
	Iteration 21Q: 3 clusters Score -749204.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -749207.125000 Penalty: 4519.912598
	Iteration 22Q: 3 clusters Score -749207.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -749208.937500 Penalty: 4519.912598
	Iteration 23Q: 3 clusters Score -749208.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -749212.375000 Penalty: 4519.912598
	Iteration 24Q: 3 clusters Score -749212.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -749211.750000 Penalty: 4519.912598
	Iteration 25Q: 3 clusters Score -749211.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -749215.125000 Penalty: 4519.912598
	Iteration 26Q: 3 clusters Score -749215.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -749215.375000 Penalty: 4519.912598
	Iteration 27Q: 3 clusters Score -749215.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -749216.000000 Penalty: 4519.912598
	Iteration 28Q: 3 clusters Score -749216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -749215.062500 Penalty: 4519.912598
	Iteration 29Q: 3 clusters Score -749215.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -749217.750000 Penalty: 4519.912598
	Iteration 30Q: 3 clusters Score -749217.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -749218.500000 Penalty: 4519.912598
	Iteration 31Q: 3 clusters Score -749218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -749220.812500 Penalty: 4519.912598
	Iteration 32Q: 3 clusters Score -749220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -749221.625000 Penalty: 4519.912598
	Iteration 33Q: 3 clusters Score -749221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -749221.062500 Penalty: 4519.912598
	Iteration 34Q: 3 clusters Score -749221.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -749220.500000 Penalty: 4519.912598
	Iteration 35Q: 3 clusters Score -749220.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -749222.062500 Penalty: 4519.912598
	Iteration 36Q: 3 clusters Score -749222.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -749221.062500 Penalty: 4519.912598
	Iteration 37Q: 3 clusters Score -749221.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -749221.750000 Penalty: 4519.912598
	Iteration 38Q: 3 clusters Score -749221.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -749222.687500 Penalty: 4519.912598
	Iteration 39Q: 3 clusters Score -749222.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -749221.812500 Penalty: 4519.912598
	Iteration 40F: 3 clusters Score -749221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -749221.875000 Penalty: 4519.912598
	Iteration 41Q: 3 clusters Score -749221.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -749225.375000 Penalty: 4519.912598
	Iteration 42Q: 3 clusters Score -749225.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -749225.187500 Penalty: 4519.912598
	Iteration 43Q: 3 clusters Score -749225.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -749225.562500 Penalty: 4519.912598
	Iteration 44Q: 3 clusters Score -749225.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -749224.562500 Penalty: 4519.912598
	Iteration 45Q: 3 clusters Score -749224.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -749224.812500 Penalty: 4519.912598
	Iteration 46Q: 3 clusters Score -749224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -749225.812500 Penalty: 4519.912598
	Iteration 47Q: 3 clusters Score -749225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -749225.750000 Penalty: 4519.912598
	Iteration 48Q: 3 clusters Score -749225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -749227.312500 Penalty: 4519.912598
	Iteration 49Q: 3 clusters Score -749227.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -749228.687500 Penalty: 4519.912598
	Iteration 50Q: 3 clusters Score -749228.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -749228.000000 Penalty: 4519.912598
	Iteration 51Q: 3 clusters Score -749228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -749228.750000 Penalty: 4519.912598
	Iteration 52Q: 3 clusters Score -749228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -749231.437500 Penalty: 4519.912598
	Iteration 53Q: 3 clusters Score -749231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -749229.187500 Penalty: 4519.912598
	Iteration 54Q: 3 clusters Score -749229.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -749230.500000 Penalty: 4519.912598
	Iteration 55Q: 3 clusters Score -749230.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -749230.625000 Penalty: 4519.912598
	Iteration 56Q: 3 clusters Score -749230.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -749229.187500 Penalty: 4519.912598
	Iteration 57Q: 3 clusters Score -749229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -749229.875000 Penalty: 4519.912598
	Iteration 58Q: 3 clusters Score -749229.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -749229.875000 Penalty: 4519.912598
	Iteration 59F: 3 clusters Score -749229.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Entering Unmasked Estep 
Score: -1485985.750000 Penalty: 2388.281982
	Iteration 0F: 2 clusters Score -1485986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1474993.000000 Penalty: 4776.563965
	Iteration 0F: 3 clusters Score -1474993 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1478302.500000 Penalty: 4776.563965
	Iteration 1F: 3 clusters Score -1478302 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1478630.500000 Penalty: 4776.563965
	Iteration 2F: 3 clusters Score -1478630 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1478861.875000 Penalty: 4776.563965
	Iteration 3Q: 3 clusters Score -1478862 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1479043.500000 Penalty: 4776.563965
	Iteration 4Q: 3 clusters Score -1479044 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1479214.125000 Penalty: 4776.563965
	Iteration 5Q: 3 clusters Score -1479214 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1479372.250000 Penalty: 4776.563965
	Iteration 6Q: 3 clusters Score -1479372 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1479528.375000 Penalty: 4776.563965
	Iteration 7Q: 3 clusters Score -1479528 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1479677.750000 Penalty: 4776.563965
	Iteration 8Q: 3 clusters Score -1479678 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1479851.750000 Penalty: 4776.563965
	Iteration 9Q: 3 clusters Score -1479852 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1480062.375000 Penalty: 4776.563965
	Iteration 10Q: 3 clusters Score -1480062 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1480376.375000 Penalty: 4776.563965
	Iteration 11Q: 3 clusters Score -1480376 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1480831.500000 Penalty: 4776.563965
	Iteration 12Q: 3 clusters Score -1480832 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1481362.250000 Penalty: 4776.563965
	Iteration 13F: 3 clusters Score -1481362 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1481960.000000 Penalty: 4776.563965
	Iteration 14F: 3 clusters Score -1481960 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1482559.375000 Penalty: 4776.563965
	Iteration 15Q: 3 clusters Score -1482559 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1483073.000000 Penalty: 4776.563965
	Iteration 16Q: 3 clusters Score -1483073 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1483358.750000 Penalty: 4776.563965
	Iteration 17Q: 3 clusters Score -1483359 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1483542.875000 Penalty: 4776.563965
	Iteration 18Q: 3 clusters Score -1483543 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1483662.500000 Penalty: 4776.563965
	Iteration 19Q: 3 clusters Score -1483662 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1483742.375000 Penalty: 4776.563965
	Iteration 20F: 3 clusters Score -1483742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1483794.500000 Penalty: 4776.563965
	Iteration 21Q: 3 clusters Score -1483794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1483820.375000 Penalty: 4776.563965
	Iteration 22Q: 3 clusters Score -1483820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1483847.125000 Penalty: 4776.563965
	Iteration 23Q: 3 clusters Score -1483847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1483864.250000 Penalty: 4776.563965
	Iteration 24Q: 3 clusters Score -1483864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1483874.750000 Penalty: 4776.563965
	Iteration 25Q: 3 clusters Score -1483875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1483880.125000 Penalty: 4776.563965
	Iteration 26Q: 3 clusters Score -1483880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1483892.625000 Penalty: 4776.563965
	Iteration 27Q: 3 clusters Score -1483893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1483902.875000 Penalty: 4776.563965
	Iteration 28Q: 3 clusters Score -1483903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1483912.250000 Penalty: 4776.563965
	Iteration 29Q: 3 clusters Score -1483912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1483924.375000 Penalty: 4776.563965
	Iteration 30Q: 3 clusters Score -1483924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1483931.000000 Penalty: 4776.563965
	Iteration 31Q: 3 clusters Score -1483931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1483931.875000 Penalty: 4776.563965
	Iteration 32Q: 3 clusters Score -1483932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1483932.500000 Penalty: 4776.563965
	Iteration 33Q: 3 clusters Score -1483932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1483932.500000 Penalty: 4776.563965
	Iteration 34F: 3 clusters Score -1483932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101267 members 
Entering Unmasked Estep 
Score: -9990265.000000 Penalty: 2858.327881
	Iteration 0F: 2 clusters Score -9990265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -9922372.000000 Penalty: 5716.655762
	Iteration 0F: 3 clusters Score -9922372 nChanged 47988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -9950155.000000 Penalty: 5716.655762
	Iteration 1F: 3 clusters Score -9950155 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -9950959.000000 Penalty: 5716.655762
	Iteration 2Q: 3 clusters Score -9950959 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -9952201.000000 Penalty: 5716.655762
	Iteration 3Q: 3 clusters Score -9952201 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -9953795.000000 Penalty: 5716.655762
	Iteration 4Q: 3 clusters Score -9953795 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -9956013.000000 Penalty: 5716.655762
	Iteration 5Q: 3 clusters Score -9956013 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -9959189.000000 Penalty: 5716.655762
	Iteration 6F: 3 clusters Score -9959189 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70403 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -9963468.000000 Penalty: 5716.655762
	Iteration 7F: 3 clusters Score -9963468 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -9968801.000000 Penalty: 5716.655762
	Iteration 8F: 3 clusters Score -9968801 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83432 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -9974204.000000 Penalty: 5716.655762
	Iteration 9F: 3 clusters Score -9974204 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89437 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -9979154.000000 Penalty: 5716.655762
	Iteration 10F: 3 clusters Score -9979154 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93969 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -9982722.000000 Penalty: 5716.655762
	Iteration 11Q: 3 clusters Score -9982722 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96949 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -9984947.000000 Penalty: 5716.655762
	Iteration 12Q: 3 clusters Score -9984947 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98705 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -9986254.000000 Penalty: 5716.655762
	Iteration 13Q: 3 clusters Score -9986254 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99613 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -9986952.000000 Penalty: 5716.655762
	Iteration 14Q: 3 clusters Score -9986952 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100065 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9987281.000000 Penalty: 5716.655762
	Iteration 15Q: 3 clusters Score -9987281 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100288 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9987439.000000 Penalty: 5716.655762
	Iteration 16Q: 3 clusters Score -9987439 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100415 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -9987576.000000 Penalty: 5716.655762
	Iteration 17Q: 3 clusters Score -9987576 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100492 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9987635.000000 Penalty: 5716.655762
	Iteration 18Q: 3 clusters Score -9987635 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100551 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9987685.000000 Penalty: 5716.655762
	Iteration 19Q: 3 clusters Score -9987685 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100597 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9987722.000000 Penalty: 5716.655762
	Iteration 20F: 3 clusters Score -9987722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100632 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9987765.000000 Penalty: 5716.655762
	Iteration 21Q: 3 clusters Score -9987765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100655 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9987796.000000 Penalty: 5716.655762
	Iteration 22Q: 3 clusters Score -9987796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100676 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9987821.000000 Penalty: 5716.655762
	Iteration 23Q: 3 clusters Score -9987821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100689 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9987827.000000 Penalty: 5716.655762
	Iteration 24Q: 3 clusters Score -9987827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100708 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9987850.000000 Penalty: 5716.655762
	Iteration 25Q: 3 clusters Score -9987850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100716 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9987863.000000 Penalty: 5716.655762
	Iteration 26Q: 3 clusters Score -9987863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100728 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9987869.000000 Penalty: 5716.655762
	Iteration 27Q: 3 clusters Score -9987869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100738 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9987874.000000 Penalty: 5716.655762
	Iteration 28Q: 3 clusters Score -9987874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100747 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9987892.000000 Penalty: 5716.655762
	Iteration 29Q: 3 clusters Score -9987892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100754 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9987906.000000 Penalty: 5716.655762
	Iteration 30Q: 3 clusters Score -9987906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100757 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9987912.000000 Penalty: 5716.655762
	Iteration 31Q: 3 clusters Score -9987912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100759 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9987911.000000 Penalty: 5716.655762
	Iteration 32Q: 3 clusters Score -9987911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100763 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9987915.000000 Penalty: 5716.655762
	Iteration 33Q: 3 clusters Score -9987915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100768 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9987908.000000 Penalty: 5716.655762
	Iteration 34Q: 3 clusters Score -9987908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100775 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9987918.000000 Penalty: 5716.655762
	Iteration 35Q: 3 clusters Score -9987918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100779 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9987930.000000 Penalty: 5716.655762
	Iteration 36Q: 3 clusters Score -9987930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100782 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9987926.000000 Penalty: 5716.655762
	Iteration 37Q: 3 clusters Score -9987926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100782 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9987930.000000 Penalty: 5716.655762
	Iteration 38Q: 3 clusters Score -9987930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100783 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9987934.000000 Penalty: 5716.655762
	Iteration 39Q: 3 clusters Score -9987934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100784 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9987938.000000 Penalty: 5716.655762
	Iteration 40F: 3 clusters Score -9987938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100786 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9987936.000000 Penalty: 5716.655762
	Iteration 41Q: 3 clusters Score -9987936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9987934.000000 Penalty: 5716.655762
	Iteration 42Q: 3 clusters Score -9987934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100787 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9987943.000000 Penalty: 5716.655762
	Iteration 43Q: 3 clusters Score -9987943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9987943.000000 Penalty: 5716.655762
	Iteration 44Q: 3 clusters Score -9987943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9987943.000000 Penalty: 5716.655762
	Iteration 45F: 3 clusters Score -9987943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Entering Unmasked Estep 
Score: -737886.562500 Penalty: 2227.955078
	Iteration 0F: 2 clusters Score -737886.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -731494.812500 Penalty: 4455.910156
	Iteration 0F: 3 clusters Score -731494.8 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -733273.937500 Penalty: 4455.910156
	Iteration 1F: 3 clusters Score -733273.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -733595.687500 Penalty: 4455.910156
	Iteration 2F: 3 clusters Score -733595.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -733862.250000 Penalty: 4455.910156
	Iteration 3F: 3 clusters Score -733862.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -734058.312500 Penalty: 4455.910156
	Iteration 4Q: 3 clusters Score -734058.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -734198.562500 Penalty: 4455.910156
	Iteration 5Q: 3 clusters Score -734198.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -734313.437500 Penalty: 4455.910156
	Iteration 6Q: 3 clusters Score -734313.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -734440.000000 Penalty: 4455.910156
	Iteration 7Q: 3 clusters Score -734440 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -734554.125000 Penalty: 4455.910156
	Iteration 8Q: 3 clusters Score -734554.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -734641.062500 Penalty: 4455.910156
	Iteration 9Q: 3 clusters Score -734641.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -734706.125000 Penalty: 4455.910156
	Iteration 10Q: 3 clusters Score -734706.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -734773.875000 Penalty: 4455.910156
	Iteration 11Q: 3 clusters Score -734773.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -734838.625000 Penalty: 4455.910156
	Iteration 12Q: 3 clusters Score -734838.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -734917.062500 Penalty: 4455.910156
	Iteration 13Q: 3 clusters Score -734917.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -734997.687500 Penalty: 4455.910156
	Iteration 14Q: 3 clusters Score -734997.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -735072.687500 Penalty: 4455.910156
	Iteration 15Q: 3 clusters Score -735072.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -735147.187500 Penalty: 4455.910156
	Iteration 16Q: 3 clusters Score -735147.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -735214.500000 Penalty: 4455.910156
	Iteration 17Q: 3 clusters Score -735214.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -735280.875000 Penalty: 4455.910156
	Iteration 18Q: 3 clusters Score -735280.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -735331.750000 Penalty: 4455.910156
	Iteration 19Q: 3 clusters Score -735331.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -735374.562500 Penalty: 4455.910156
	Iteration 20F: 3 clusters Score -735374.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -735417.562500 Penalty: 4455.910156
	Iteration 21Q: 3 clusters Score -735417.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -735438.812500 Penalty: 4455.910156
	Iteration 22Q: 3 clusters Score -735438.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -735463.312500 Penalty: 4455.910156
	Iteration 23Q: 3 clusters Score -735463.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -735482.375000 Penalty: 4455.910156
	Iteration 24Q: 3 clusters Score -735482.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -735497.125000 Penalty: 4455.910156
	Iteration 25Q: 3 clusters Score -735497.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -735508.750000 Penalty: 4455.910156
	Iteration 26Q: 3 clusters Score -735508.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -735517.187500 Penalty: 4455.910156
	Iteration 27Q: 3 clusters Score -735517.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -735521.062500 Penalty: 4455.910156
	Iteration 28Q: 3 clusters Score -735521.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -735525.500000 Penalty: 4455.910156
	Iteration 29Q: 3 clusters Score -735525.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -735532.750000 Penalty: 4455.910156
	Iteration 30Q: 3 clusters Score -735532.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -735538.125000 Penalty: 4455.910156
	Iteration 31Q: 3 clusters Score -735538.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -735539.437500 Penalty: 4455.910156
	Iteration 32Q: 3 clusters Score -735539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -735540.187500 Penalty: 4455.910156
	Iteration 33Q: 3 clusters Score -735540.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -735541.812500 Penalty: 4455.910156
	Iteration 34Q: 3 clusters Score -735541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -735541.062500 Penalty: 4455.910156
	Iteration 35Q: 3 clusters Score -735541.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -735540.250000 Penalty: 4455.910156
	Iteration 36Q: 3 clusters Score -735540.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -735540.250000 Penalty: 4455.910156
	Iteration 37F: 3 clusters Score -735540.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (223380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223380 members 
Entering Unmasked Estep 
Score: -21969506.000000 Penalty: 3054.524170
	Iteration 0F: 2 clusters Score -2.196951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111875 members 
Mstep: Class 2 contains 111505 members 
Entering Unmasked Estep 
Score: -21821288.000000 Penalty: 6109.048340
	Iteration 0F: 3 clusters Score -2.182129e+07 nChanged 107733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112704 members 
Mstep: Class 2 contains 110676 members 
Entering Unmasked Estep 
Score: -21885268.000000 Penalty: 6109.048340
	Iteration 1F: 3 clusters Score -2.188527e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112699 members 
Mstep: Class 2 contains 110681 members 
Entering Unmasked Estep 
Score: -21886924.000000 Penalty: 6109.048340
	Iteration 2Q: 3 clusters Score -2.188692e+07 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112449 members 
Mstep: Class 2 contains 110931 members 
Entering Unmasked Estep 
Score: -21889374.000000 Penalty: 6109.048340
	Iteration 3Q: 3 clusters Score -2.188937e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112130 members 
Mstep: Class 2 contains 111250 members 
Entering Unmasked Estep 
Score: -21892962.000000 Penalty: 6109.048340
	Iteration 4Q: 3 clusters Score -2.189296e+07 nChanged 10933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111613 members 
Mstep: Class 2 contains 111767 members 
Entering Unmasked Estep 
Score: -21897886.000000 Penalty: 6109.048340
	Iteration 5Q: 3 clusters Score -2.189789e+07 nChanged 12228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110981 members 
Mstep: Class 2 contains 112399 members 
Entering Unmasked Estep 
Score: -21903658.000000 Penalty: 6109.048340
	Iteration 6F: 3 clusters Score -2.190366e+07 nChanged 12379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110298 members 
Mstep: Class 2 contains 113082 members 
Entering Unmasked Estep 
Score: -21909514.000000 Penalty: 6109.048340
	Iteration 7F: 3 clusters Score -2.190951e+07 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109911 members 
Mstep: Class 2 contains 113469 members 
Entering Unmasked Estep 
Score: -21913898.000000 Penalty: 6109.048340
	Iteration 8F: 3 clusters Score -2.19139e+07 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109809 members 
Mstep: Class 2 contains 113571 members 
Entering Unmasked Estep 
Score: -21916866.000000 Penalty: 6109.048340
	Iteration 9Q: 3 clusters Score -2.191687e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 113295 members 
Entering Unmasked Estep 
Score: -21918664.000000 Penalty: 6109.048340
	Iteration 10Q: 3 clusters Score -2.191866e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110901 members 
Mstep: Class 2 contains 112479 members 
Entering Unmasked Estep 
Score: -21919830.000000 Penalty: 6109.048340
	Iteration 11Q: 3 clusters Score -2.191983e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112121 members 
Mstep: Class 2 contains 111259 members 
Entering Unmasked Estep 
Score: -21920562.000000 Penalty: 6109.048340
	Iteration 12Q: 3 clusters Score -2.192056e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113740 members 
Mstep: Class 2 contains 109640 members 
Entering Unmasked Estep 
Score: -21920894.000000 Penalty: 6109.048340
	Iteration 13Q: 3 clusters Score -2.192089e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115843 members 
Mstep: Class 2 contains 107537 members 
Entering Unmasked Estep 
Score: -21921270.000000 Penalty: 6109.048340
	Iteration 14Q: 3 clusters Score -2.192127e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118485 members 
Mstep: Class 2 contains 104895 members 
Entering Unmasked Estep 
Score: -21921788.000000 Penalty: 6109.048340
	Iteration 15Q: 3 clusters Score -2.192179e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121700 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -21922430.000000 Penalty: 6109.048340
	Iteration 16Q: 3 clusters Score -2.192243e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125660 members 
Mstep: Class 2 contains 97720 members 
Entering Unmasked Estep 
Score: -21923340.000000 Penalty: 6109.048340
	Iteration 17Q: 3 clusters Score -2.192334e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130455 members 
Mstep: Class 2 contains 92925 members 
Entering Unmasked Estep 
Score: -21924454.000000 Penalty: 6109.048340
	Iteration 18Q: 3 clusters Score -2.192445e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136343 members 
Mstep: Class 2 contains 87037 members 
Entering Unmasked Estep 
Score: -21925806.000000 Penalty: 6109.048340
	Iteration 19Q: 3 clusters Score -2.192581e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143413 members 
Mstep: Class 2 contains 79967 members 
Entering Unmasked Estep 
Score: -21927870.000000 Penalty: 6109.048340
	Iteration 20F: 3 clusters Score -2.192787e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151723 members 
Mstep: Class 2 contains 71657 members 
Entering Unmasked Estep 
Score: -21931086.000000 Penalty: 6109.048340
	Iteration 21Q: 3 clusters Score -2.193109e+07 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161344 members 
Mstep: Class 2 contains 62036 members 
Entering Unmasked Estep 
Score: -21935248.000000 Penalty: 6109.048340
	Iteration 22Q: 3 clusters Score -2.193525e+07 nChanged 10397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171741 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -21940256.000000 Penalty: 6109.048340
	Iteration 23Q: 3 clusters Score -2.194026e+07 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182539 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -21946048.000000 Penalty: 6109.048340
	Iteration 24Q: 3 clusters Score -2.194605e+07 nChanged 10180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192719 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -21951464.000000 Penalty: 6109.048340
	Iteration 25Q: 3 clusters Score -2.195146e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201416 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -21956194.000000 Penalty: 6109.048340
	Iteration 26Q: 3 clusters Score -2.195619e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208361 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -21959842.000000 Penalty: 6109.048340
	Iteration 27Q: 3 clusters Score -2.195984e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213371 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -21962244.000000 Penalty: 6109.048340
	Iteration 28Q: 3 clusters Score -2.196224e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216629 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -21963938.000000 Penalty: 6109.048340
	Iteration 29Q: 3 clusters Score -2.196394e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218734 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -21964922.000000 Penalty: 6109.048340
	Iteration 30Q: 3 clusters Score -2.196492e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220018 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -21965550.000000 Penalty: 6109.048340
	Iteration 31Q: 3 clusters Score -2.196555e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220801 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -21966022.000000 Penalty: 6109.048340
	Iteration 32Q: 3 clusters Score -2.196602e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221273 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -21966292.000000 Penalty: 6109.048340
	Iteration 33Q: 3 clusters Score -2.196629e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221587 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -21966444.000000 Penalty: 6109.048340
	Iteration 34Q: 3 clusters Score -2.196644e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221784 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -21966546.000000 Penalty: 6109.048340
	Iteration 35Q: 3 clusters Score -2.196655e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221930 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -21966610.000000 Penalty: 6109.048340
	Iteration 36Q: 3 clusters Score -2.196661e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222039 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -21966696.000000 Penalty: 6109.048340
	Iteration 37Q: 3 clusters Score -2.19667e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222120 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -21966750.000000 Penalty: 6109.048340
	Iteration 38Q: 3 clusters Score -2.196675e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222198 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -21966792.000000 Penalty: 6109.048340
	Iteration 39Q: 3 clusters Score -2.196679e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222247 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -21966824.000000 Penalty: 6109.048340
	Iteration 40F: 3 clusters Score -2.196682e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222288 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -21966826.000000 Penalty: 6109.048340
	Iteration 41Q: 3 clusters Score -2.196683e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222320 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -21966836.000000 Penalty: 6109.048340
	Iteration 42Q: 3 clusters Score -2.196684e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222350 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -21966856.000000 Penalty: 6109.048340
	Iteration 43Q: 3 clusters Score -2.196686e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222368 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -21966854.000000 Penalty: 6109.048340
	Iteration 44Q: 3 clusters Score -2.196685e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222378 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -21966852.000000 Penalty: 6109.048340
	Iteration 45Q: 3 clusters Score -2.196685e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222390 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -21966880.000000 Penalty: 6109.048340
	Iteration 46Q: 3 clusters Score -2.196688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222400 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -21966882.000000 Penalty: 6109.048340
	Iteration 47Q: 3 clusters Score -2.196688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222409 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -21966898.000000 Penalty: 6109.048340
	Iteration 48Q: 3 clusters Score -2.19669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222420 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -21966914.000000 Penalty: 6109.048340
	Iteration 49Q: 3 clusters Score -2.196691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222429 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -21966932.000000 Penalty: 6109.048340
	Iteration 50Q: 3 clusters Score -2.196693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222435 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -21966932.000000 Penalty: 6109.048340
	Iteration 51Q: 3 clusters Score -2.196693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222442 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -21966932.000000 Penalty: 6109.048340
	Iteration 52Q: 3 clusters Score -2.196693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222444 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -21966930.000000 Penalty: 6109.048340
	Iteration 53Q: 3 clusters Score -2.196693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222444 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -21966936.000000 Penalty: 6109.048340
	Iteration 54Q: 3 clusters Score -2.196694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222444 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -21966936.000000 Penalty: 6109.048340
	Iteration 55Q: 3 clusters Score -2.196694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222446 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -21966932.000000 Penalty: 6109.048340
	Iteration 56Q: 3 clusters Score -2.196693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222448 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -21966936.000000 Penalty: 6109.048340
	Iteration 57Q: 3 clusters Score -2.196694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222449 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -21966946.000000 Penalty: 6109.048340
	Iteration 58Q: 3 clusters Score -2.196695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222450 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -21966940.000000 Penalty: 6109.048340
	Iteration 59Q: 3 clusters Score -2.196694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222451 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -21966942.000000 Penalty: 6109.048340
	Iteration 60F: 3 clusters Score -2.196694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (97135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97135 members 
Entering Unmasked Estep 
Score: -9367682.000000 Penalty: 2847.996582
	Iteration 0F: 2 clusters Score -9367682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -9302763.000000 Penalty: 5695.993164
	Iteration 0F: 3 clusters Score -9302763 nChanged 45763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -9329643.000000 Penalty: 5695.993164
	Iteration 1F: 3 clusters Score -9329643 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -9331219.000000 Penalty: 5695.993164
	Iteration 2Q: 3 clusters Score -9331219 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -9333361.000000 Penalty: 5695.993164
	Iteration 3F: 3 clusters Score -9333361 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -9336236.000000 Penalty: 5695.993164
	Iteration 4F: 3 clusters Score -9336236 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -9339988.000000 Penalty: 5695.993164
	Iteration 5F: 3 clusters Score -9339988 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -9344551.000000 Penalty: 5695.993164
	Iteration 6F: 3 clusters Score -9344551 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -9349258.000000 Penalty: 5695.993164
	Iteration 7F: 3 clusters Score -9349258 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -9353972.000000 Penalty: 5695.993164
	Iteration 8F: 3 clusters Score -9353972 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88245 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -9357988.000000 Penalty: 5695.993164
	Iteration 9F: 3 clusters Score -9357988 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91950 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -9361017.000000 Penalty: 5695.993164
	Iteration 10Q: 3 clusters Score -9361017 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94362 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -9363028.000000 Penalty: 5695.993164
	Iteration 11Q: 3 clusters Score -9363028 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95696 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9364131.000000 Penalty: 5695.993164
	Iteration 12Q: 3 clusters Score -9364131 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96305 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9364616.000000 Penalty: 5695.993164
	Iteration 13Q: 3 clusters Score -9364616 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96538 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9364850.000000 Penalty: 5695.993164
	Iteration 14Q: 3 clusters Score -9364850 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9364950.000000 Penalty: 5695.993164
	Iteration 15Q: 3 clusters Score -9364950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96689 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9365022.000000 Penalty: 5695.993164
	Iteration 16Q: 3 clusters Score -9365022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9365082.000000 Penalty: 5695.993164
	Iteration 17Q: 3 clusters Score -9365082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9365120.000000 Penalty: 5695.993164
	Iteration 18Q: 3 clusters Score -9365120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96759 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9365136.000000 Penalty: 5695.993164
	Iteration 19Q: 3 clusters Score -9365136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96770 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9365137.000000 Penalty: 5695.993164
	Iteration 20F: 3 clusters Score -9365137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96776 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9365152.000000 Penalty: 5695.993164
	Iteration 21Q: 3 clusters Score -9365152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96782 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9365159.000000 Penalty: 5695.993164
	Iteration 22Q: 3 clusters Score -9365159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96784 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9365163.000000 Penalty: 5695.993164
	Iteration 23Q: 3 clusters Score -9365163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96784 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9365179.000000 Penalty: 5695.993164
	Iteration 24Q: 3 clusters Score -9365179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96787 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9365198.000000 Penalty: 5695.993164
	Iteration 25Q: 3 clusters Score -9365198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96789 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9365195.000000 Penalty: 5695.993164
	Iteration 26Q: 3 clusters Score -9365195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9365209.000000 Penalty: 5695.993164
	Iteration 27Q: 3 clusters Score -9365209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96796 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9365211.000000 Penalty: 5695.993164
	Iteration 28Q: 3 clusters Score -9365211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9365219.000000 Penalty: 5695.993164
	Iteration 29Q: 3 clusters Score -9365219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9365220.000000 Penalty: 5695.993164
	Iteration 30Q: 3 clusters Score -9365220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96796 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9365225.000000 Penalty: 5695.993164
	Iteration 31Q: 3 clusters Score -9365225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9365226.000000 Penalty: 5695.993164
	Iteration 32Q: 3 clusters Score -9365226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9365226.000000 Penalty: 5695.993164
	Iteration 33F: 3 clusters Score -9365226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Entering Unmasked Estep 
Score: -925252.187500 Penalty: 2283.020996
	Iteration 0F: 2 clusters Score -925252.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -917540.875000 Penalty: 4566.041992
	Iteration 0F: 3 clusters Score -917540.9 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -919883.625000 Penalty: 4566.041992
	Iteration 1F: 3 clusters Score -919883.6 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -920210.000000 Penalty: 4566.041992
	Iteration 2F: 3 clusters Score -920210 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -920396.750000 Penalty: 4566.041992
	Iteration 3Q: 3 clusters Score -920396.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -920514.312500 Penalty: 4566.041992
	Iteration 4Q: 3 clusters Score -920514.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -920608.000000 Penalty: 4566.041992
	Iteration 5Q: 3 clusters Score -920608 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -920683.750000 Penalty: 4566.041992
	Iteration 6Q: 3 clusters Score -920683.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -920763.500000 Penalty: 4566.041992
	Iteration 7Q: 3 clusters Score -920763.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -920850.500000 Penalty: 4566.041992
	Iteration 8Q: 3 clusters Score -920850.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -920958.875000 Penalty: 4566.041992
	Iteration 9Q: 3 clusters Score -920958.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -921100.812500 Penalty: 4566.041992
	Iteration 10Q: 3 clusters Score -921100.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -921280.062500 Penalty: 4566.041992
	Iteration 11Q: 3 clusters Score -921280.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -921503.312500 Penalty: 4566.041992
	Iteration 12Q: 3 clusters Score -921503.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -921738.562500 Penalty: 4566.041992
	Iteration 13Q: 3 clusters Score -921738.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -921971.062500 Penalty: 4566.041992
	Iteration 14Q: 3 clusters Score -921971.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -922177.187500 Penalty: 4566.041992
	Iteration 15Q: 3 clusters Score -922177.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -922388.000000 Penalty: 4566.041992
	Iteration 16Q: 3 clusters Score -922388 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -922549.687500 Penalty: 4566.041992
	Iteration 17Q: 3 clusters Score -922549.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -922679.375000 Penalty: 4566.041992
	Iteration 18Q: 3 clusters Score -922679.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -922783.000000 Penalty: 4566.041992
	Iteration 19Q: 3 clusters Score -922783 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -922862.625000 Penalty: 4566.041992
	Iteration 20F: 3 clusters Score -922862.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -922928.000000 Penalty: 4566.041992
	Iteration 21Q: 3 clusters Score -922928 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -922986.062500 Penalty: 4566.041992
	Iteration 22Q: 3 clusters Score -922986.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -923031.625000 Penalty: 4566.041992
	Iteration 23Q: 3 clusters Score -923031.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -923073.750000 Penalty: 4566.041992
	Iteration 24Q: 3 clusters Score -923073.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -923100.562500 Penalty: 4566.041992
	Iteration 25Q: 3 clusters Score -923100.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -923130.375000 Penalty: 4566.041992
	Iteration 26Q: 3 clusters Score -923130.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -923158.562500 Penalty: 4566.041992
	Iteration 27Q: 3 clusters Score -923158.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -923182.125000 Penalty: 4566.041992
	Iteration 28Q: 3 clusters Score -923182.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -923198.375000 Penalty: 4566.041992
	Iteration 29Q: 3 clusters Score -923198.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -923219.625000 Penalty: 4566.041992
	Iteration 30Q: 3 clusters Score -923219.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -923236.437500 Penalty: 4566.041992
	Iteration 31Q: 3 clusters Score -923236.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -923245.875000 Penalty: 4566.041992
	Iteration 32Q: 3 clusters Score -923245.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -923255.750000 Penalty: 4566.041992
	Iteration 33Q: 3 clusters Score -923255.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -923263.500000 Penalty: 4566.041992
	Iteration 34Q: 3 clusters Score -923263.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -923268.312500 Penalty: 4566.041992
	Iteration 35Q: 3 clusters Score -923268.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -923273.375000 Penalty: 4566.041992
	Iteration 36Q: 3 clusters Score -923273.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -923274.312500 Penalty: 4566.041992
	Iteration 37Q: 3 clusters Score -923274.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -923281.000000 Penalty: 4566.041992
	Iteration 38Q: 3 clusters Score -923281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -923286.625000 Penalty: 4566.041992
	Iteration 39Q: 3 clusters Score -923286.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -923291.312500 Penalty: 4566.041992
	Iteration 40F: 3 clusters Score -923291.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -923297.125000 Penalty: 4566.041992
	Iteration 41Q: 3 clusters Score -923297.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -923299.000000 Penalty: 4566.041992
	Iteration 42Q: 3 clusters Score -923299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -923301.937500 Penalty: 4566.041992
	Iteration 43Q: 3 clusters Score -923301.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -923305.937500 Penalty: 4566.041992
	Iteration 44Q: 3 clusters Score -923305.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -923307.437500 Penalty: 4566.041992
	Iteration 45Q: 3 clusters Score -923307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -923307.875000 Penalty: 4566.041992
	Iteration 46Q: 3 clusters Score -923307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -923307.500000 Penalty: 4566.041992
	Iteration 47Q: 3 clusters Score -923307.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -923307.500000 Penalty: 4566.041992
	Iteration 48F: 3 clusters Score -923307.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Entering Unmasked Estep 
Score: -873173.687500 Penalty: 2256.958008
	Iteration 0F: 2 clusters Score -873173.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -866142.125000 Penalty: 4513.916016
	Iteration 0F: 3 clusters Score -866142.1 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -868086.937500 Penalty: 4513.916016
	Iteration 1F: 3 clusters Score -868086.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -868356.000000 Penalty: 4513.916016
	Iteration 2F: 3 clusters Score -868356 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -868535.312500 Penalty: 4513.916016
	Iteration 3F: 3 clusters Score -868535.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -868646.812500 Penalty: 4513.916016
	Iteration 4Q: 3 clusters Score -868646.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -868734.250000 Penalty: 4513.916016
	Iteration 5Q: 3 clusters Score -868734.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -868806.562500 Penalty: 4513.916016
	Iteration 6Q: 3 clusters Score -868806.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -868856.500000 Penalty: 4513.916016
	Iteration 7Q: 3 clusters Score -868856.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -868899.062500 Penalty: 4513.916016
	Iteration 8Q: 3 clusters Score -868899.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -868943.812500 Penalty: 4513.916016
	Iteration 9Q: 3 clusters Score -868943.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -868993.187500 Penalty: 4513.916016
	Iteration 10Q: 3 clusters Score -868993.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -869041.625000 Penalty: 4513.916016
	Iteration 11Q: 3 clusters Score -869041.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -869089.125000 Penalty: 4513.916016
	Iteration 12Q: 3 clusters Score -869089.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -869128.375000 Penalty: 4513.916016
	Iteration 13Q: 3 clusters Score -869128.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -869170.000000 Penalty: 4513.916016
	Iteration 14Q: 3 clusters Score -869170 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -869221.750000 Penalty: 4513.916016
	Iteration 15Q: 3 clusters Score -869221.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -869269.000000 Penalty: 4513.916016
	Iteration 16Q: 3 clusters Score -869269 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -869314.437500 Penalty: 4513.916016
	Iteration 17Q: 3 clusters Score -869314.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -869357.500000 Penalty: 4513.916016
	Iteration 18Q: 3 clusters Score -869357.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -869409.750000 Penalty: 4513.916016
	Iteration 19Q: 3 clusters Score -869409.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -869471.875000 Penalty: 4513.916016
	Iteration 20F: 3 clusters Score -869471.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -869552.500000 Penalty: 4513.916016
	Iteration 21Q: 3 clusters Score -869552.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -869636.500000 Penalty: 4513.916016
	Iteration 22Q: 3 clusters Score -869636.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -869730.375000 Penalty: 4513.916016
	Iteration 23Q: 3 clusters Score -869730.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -869828.687500 Penalty: 4513.916016
	Iteration 24Q: 3 clusters Score -869828.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -869924.625000 Penalty: 4513.916016
	Iteration 25Q: 3 clusters Score -869924.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -870054.687500 Penalty: 4513.916016
	Iteration 26Q: 3 clusters Score -870054.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -870192.000000 Penalty: 4513.916016
	Iteration 27Q: 3 clusters Score -870192 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -870337.125000 Penalty: 4513.916016
	Iteration 28Q: 3 clusters Score -870337.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -870496.625000 Penalty: 4513.916016
	Iteration 29Q: 3 clusters Score -870496.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -870640.812500 Penalty: 4513.916016
	Iteration 30Q: 3 clusters Score -870640.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -870740.250000 Penalty: 4513.916016
	Iteration 31Q: 3 clusters Score -870740.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -870843.250000 Penalty: 4513.916016
	Iteration 32Q: 3 clusters Score -870843.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -870925.750000 Penalty: 4513.916016
	Iteration 33Q: 3 clusters Score -870925.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -871002.812500 Penalty: 4513.916016
	Iteration 34Q: 3 clusters Score -871002.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -871066.437500 Penalty: 4513.916016
	Iteration 35Q: 3 clusters Score -871066.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -871113.312500 Penalty: 4513.916016
	Iteration 36Q: 3 clusters Score -871113.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -871140.937500 Penalty: 4513.916016
	Iteration 37Q: 3 clusters Score -871140.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -871159.187500 Penalty: 4513.916016
	Iteration 38Q: 3 clusters Score -871159.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -871172.187500 Penalty: 4513.916016
	Iteration 39Q: 3 clusters Score -871172.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -871179.687500 Penalty: 4513.916016
	Iteration 40F: 3 clusters Score -871179.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -871186.937500 Penalty: 4513.916016
	Iteration 41Q: 3 clusters Score -871186.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -871193.375000 Penalty: 4513.916016
	Iteration 42Q: 3 clusters Score -871193.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -871199.250000 Penalty: 4513.916016
	Iteration 43Q: 3 clusters Score -871199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -871201.000000 Penalty: 4513.916016
	Iteration 44Q: 3 clusters Score -871201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -871203.812500 Penalty: 4513.916016
	Iteration 45Q: 3 clusters Score -871203.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -871208.000000 Penalty: 4513.916016
	Iteration 46Q: 3 clusters Score -871208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -871210.000000 Penalty: 4513.916016
	Iteration 47Q: 3 clusters Score -871210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -871209.562500 Penalty: 4513.916016
	Iteration 48Q: 3 clusters Score -871209.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -871210.250000 Penalty: 4513.916016
	Iteration 49Q: 3 clusters Score -871210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -871211.625000 Penalty: 4513.916016
	Iteration 50Q: 3 clusters Score -871211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -871212.625000 Penalty: 4513.916016
	Iteration 51Q: 3 clusters Score -871212.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -871213.000000 Penalty: 4513.916016
	Iteration 52Q: 3 clusters Score -871213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -871217.375000 Penalty: 4513.916016
	Iteration 53Q: 3 clusters Score -871217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -871219.812500 Penalty: 4513.916016
	Iteration 54Q: 3 clusters Score -871219.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -871221.937500 Penalty: 4513.916016
	Iteration 55Q: 3 clusters Score -871221.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -871223.437500 Penalty: 4513.916016
	Iteration 56Q: 3 clusters Score -871223.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -871224.937500 Penalty: 4513.916016
	Iteration 57Q: 3 clusters Score -871224.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -871224.937500 Penalty: 4513.916016
	Iteration 58F: 3 clusters Score -871224.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Entering Unmasked Estep 
Score: -796417.500000 Penalty: 2228.855713
	Iteration 0F: 2 clusters Score -796417.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -790040.125000 Penalty: 4457.711426
	Iteration 0F: 3 clusters Score -790040.1 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -791727.062500 Penalty: 4457.711426
	Iteration 1F: 3 clusters Score -791727.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -791965.625000 Penalty: 4457.711426
	Iteration 2F: 3 clusters Score -791965.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -792108.875000 Penalty: 4457.711426
	Iteration 3Q: 3 clusters Score -792108.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -792219.500000 Penalty: 4457.711426
	Iteration 4Q: 3 clusters Score -792219.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -792333.187500 Penalty: 4457.711426
	Iteration 5Q: 3 clusters Score -792333.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -792430.312500 Penalty: 4457.711426
	Iteration 6Q: 3 clusters Score -792430.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -792543.187500 Penalty: 4457.711426
	Iteration 7Q: 3 clusters Score -792543.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -792679.500000 Penalty: 4457.711426
	Iteration 8Q: 3 clusters Score -792679.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -792825.250000 Penalty: 4457.711426
	Iteration 9Q: 3 clusters Score -792825.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -792980.687500 Penalty: 4457.711426
	Iteration 10Q: 3 clusters Score -792980.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -793185.062500 Penalty: 4457.711426
	Iteration 11Q: 3 clusters Score -793185.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -793428.375000 Penalty: 4457.711426
	Iteration 12Q: 3 clusters Score -793428.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -793684.500000 Penalty: 4457.711426
	Iteration 13Q: 3 clusters Score -793684.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -793923.250000 Penalty: 4457.711426
	Iteration 14Q: 3 clusters Score -793923.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -794089.750000 Penalty: 4457.711426
	Iteration 15Q: 3 clusters Score -794089.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -794222.687500 Penalty: 4457.711426
	Iteration 16Q: 3 clusters Score -794222.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -794308.500000 Penalty: 4457.711426
	Iteration 17Q: 3 clusters Score -794308.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -794356.687500 Penalty: 4457.711426
	Iteration 18Q: 3 clusters Score -794356.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -794387.312500 Penalty: 4457.711426
	Iteration 19Q: 3 clusters Score -794387.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -794422.062500 Penalty: 4457.711426
	Iteration 20F: 3 clusters Score -794422.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -794452.375000 Penalty: 4457.711426
	Iteration 21Q: 3 clusters Score -794452.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -794472.125000 Penalty: 4457.711426
	Iteration 22Q: 3 clusters Score -794472.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -794482.062500 Penalty: 4457.711426
	Iteration 23Q: 3 clusters Score -794482.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -794493.500000 Penalty: 4457.711426
	Iteration 24Q: 3 clusters Score -794493.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -794497.375000 Penalty: 4457.711426
	Iteration 25Q: 3 clusters Score -794497.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -794500.562500 Penalty: 4457.711426
	Iteration 26Q: 3 clusters Score -794500.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -794504.250000 Penalty: 4457.711426
	Iteration 27Q: 3 clusters Score -794504.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -794508.562500 Penalty: 4457.711426
	Iteration 28Q: 3 clusters Score -794508.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -794514.812500 Penalty: 4457.711426
	Iteration 29Q: 3 clusters Score -794514.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -794519.625000 Penalty: 4457.711426
	Iteration 30Q: 3 clusters Score -794519.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -794524.375000 Penalty: 4457.711426
	Iteration 31Q: 3 clusters Score -794524.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -794528.187500 Penalty: 4457.711426
	Iteration 32Q: 3 clusters Score -794528.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -794534.000000 Penalty: 4457.711426
	Iteration 33Q: 3 clusters Score -794534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -794537.375000 Penalty: 4457.711426
	Iteration 34Q: 3 clusters Score -794537.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -794541.750000 Penalty: 4457.711426
	Iteration 35Q: 3 clusters Score -794541.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -794545.750000 Penalty: 4457.711426
	Iteration 36Q: 3 clusters Score -794545.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -794552.812500 Penalty: 4457.711426
	Iteration 37Q: 3 clusters Score -794552.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -794558.375000 Penalty: 4457.711426
	Iteration 38Q: 3 clusters Score -794558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -794560.000000 Penalty: 4457.711426
	Iteration 39Q: 3 clusters Score -794560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -794558.375000 Penalty: 4457.711426
	Iteration 40F: 3 clusters Score -794558.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -794562.250000 Penalty: 4457.711426
	Iteration 41Q: 3 clusters Score -794562.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -794561.937500 Penalty: 4457.711426
	Iteration 42Q: 3 clusters Score -794561.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -794564.125000 Penalty: 4457.711426
	Iteration 43Q: 3 clusters Score -794564.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -794565.250000 Penalty: 4457.711426
	Iteration 44Q: 3 clusters Score -794565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -794565.125000 Penalty: 4457.711426
	Iteration 45Q: 3 clusters Score -794565.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -794566.062500 Penalty: 4457.711426
	Iteration 46Q: 3 clusters Score -794566.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -794566.062500 Penalty: 4457.711426
	Iteration 47F: 3 clusters Score -794566.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Entering Unmasked Estep 
Score: -1144506.875000 Penalty: 2335.523926
	Iteration 0F: 2 clusters Score -1144507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1135370.750000 Penalty: 4671.047852
	Iteration 0F: 3 clusters Score -1135371 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1138254.875000 Penalty: 4671.047852
	Iteration 1F: 3 clusters Score -1138255 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1138841.000000 Penalty: 4671.047852
	Iteration 2F: 3 clusters Score -1138841 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1139407.750000 Penalty: 4671.047852
	Iteration 3F: 3 clusters Score -1139408 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1139991.750000 Penalty: 4671.047852
	Iteration 4F: 3 clusters Score -1139992 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1140659.875000 Penalty: 4671.047852
	Iteration 5F: 3 clusters Score -1140660 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1141378.625000 Penalty: 4671.047852
	Iteration 6F: 3 clusters Score -1141379 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1142242.500000 Penalty: 4671.047852
	Iteration 7F: 3 clusters Score -1142242 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1143027.500000 Penalty: 4671.047852
	Iteration 8F: 3 clusters Score -1143028 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1143535.375000 Penalty: 4671.047852
	Iteration 9Q: 3 clusters Score -1143535 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1143799.500000 Penalty: 4671.047852
	Iteration 10Q: 3 clusters Score -1143800 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1143911.250000 Penalty: 4671.047852
	Iteration 11Q: 3 clusters Score -1143911 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1143961.000000 Penalty: 4671.047852
	Iteration 12Q: 3 clusters Score -1143961 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1143981.875000 Penalty: 4671.047852
	Iteration 13Q: 3 clusters Score -1143982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1143999.750000 Penalty: 4671.047852
	Iteration 14Q: 3 clusters Score -1144000 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1144002.500000 Penalty: 4671.047852
	Iteration 15Q: 3 clusters Score -1144002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1144006.750000 Penalty: 4671.047852
	Iteration 16Q: 3 clusters Score -1144007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1144010.875000 Penalty: 4671.047852
	Iteration 17Q: 3 clusters Score -1144011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1144012.875000 Penalty: 4671.047852
	Iteration 18Q: 3 clusters Score -1144013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1144015.375000 Penalty: 4671.047852
	Iteration 19Q: 3 clusters Score -1144015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1144012.625000 Penalty: 4671.047852
	Iteration 20F: 3 clusters Score -1144013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (305545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305545 members 
Entering Unmasked Estep 
Score: -29936002.000000 Penalty: 3132.203369
	Iteration 0F: 2 clusters Score -2.9936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152476 members 
Mstep: Class 2 contains 153069 members 
Entering Unmasked Estep 
Score: -29740776.000000 Penalty: 6264.406738
	Iteration 0F: 3 clusters Score -2.974078e+07 nChanged 148065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145659 members 
Mstep: Class 2 contains 159886 members 
Entering Unmasked Estep 
Score: -29827724.000000 Penalty: 6264.406738
	Iteration 1F: 3 clusters Score -2.982772e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141824 members 
Mstep: Class 2 contains 163721 members 
Entering Unmasked Estep 
Score: -29829460.000000 Penalty: 6264.406738
	Iteration 2Q: 3 clusters Score -2.982946e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135935 members 
Mstep: Class 2 contains 169610 members 
Entering Unmasked Estep 
Score: -29831824.000000 Penalty: 6264.406738
	Iteration 3Q: 3 clusters Score -2.983182e+07 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127062 members 
Mstep: Class 2 contains 178483 members 
Entering Unmasked Estep 
Score: -29835742.000000 Penalty: 6264.406738
	Iteration 4Q: 3 clusters Score -2.983574e+07 nChanged 14507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114265 members 
Mstep: Class 2 contains 191280 members 
Entering Unmasked Estep 
Score: -29842770.000000 Penalty: 6264.406738
	Iteration 5Q: 3 clusters Score -2.984277e+07 nChanged 18849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 208859 members 
Entering Unmasked Estep 
Score: -29854120.000000 Penalty: 6264.406738
	Iteration 6F: 3 clusters Score -2.985412e+07 nChanged 22329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75213 members 
Mstep: Class 2 contains 230332 members 
Entering Unmasked Estep 
Score: -29870438.000000 Penalty: 6264.406738
	Iteration 7F: 3 clusters Score -2.987044e+07 nChanged 22915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 252715 members 
Entering Unmasked Estep 
Score: -29889624.000000 Penalty: 6264.406738
	Iteration 8F: 3 clusters Score -2.988962e+07 nChanged 18958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 271345 members 
Entering Unmasked Estep 
Score: -29906210.000000 Penalty: 6264.406738
	Iteration 9F: 3 clusters Score -2.990621e+07 nChanged 13098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 284237 members 
Entering Unmasked Estep 
Score: -29917348.000000 Penalty: 6264.406738
	Iteration 10Q: 3 clusters Score -2.991735e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 292271 members 
Entering Unmasked Estep 
Score: -29924156.000000 Penalty: 6264.406738
	Iteration 11Q: 3 clusters Score -2.992416e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 297110 members 
Entering Unmasked Estep 
Score: -29927962.000000 Penalty: 6264.406738
	Iteration 12Q: 3 clusters Score -2.992796e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 299968 members 
Entering Unmasked Estep 
Score: -29930138.000000 Penalty: 6264.406738
	Iteration 13Q: 3 clusters Score -2.993014e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 301662 members 
Entering Unmasked Estep 
Score: -29931322.000000 Penalty: 6264.406738
	Iteration 14Q: 3 clusters Score -2.993132e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 302659 members 
Entering Unmasked Estep 
Score: -29932106.000000 Penalty: 6264.406738
	Iteration 15Q: 3 clusters Score -2.993211e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 303289 members 
Entering Unmasked Estep 
Score: -29932494.000000 Penalty: 6264.406738
	Iteration 16Q: 3 clusters Score -2.993249e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 303681 members 
Entering Unmasked Estep 
Score: -29932700.000000 Penalty: 6264.406738
	Iteration 17Q: 3 clusters Score -2.99327e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 303931 members 
Entering Unmasked Estep 
Score: -29932864.000000 Penalty: 6264.406738
	Iteration 18Q: 3 clusters Score -2.993286e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 304090 members 
Entering Unmasked Estep 
Score: -29933014.000000 Penalty: 6264.406738
	Iteration 19Q: 3 clusters Score -2.993301e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 304200 members 
Entering Unmasked Estep 
Score: -29933106.000000 Penalty: 6264.406738
	Iteration 20F: 3 clusters Score -2.993311e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 304290 members 
Entering Unmasked Estep 
Score: -29933214.000000 Penalty: 6264.406738
	Iteration 21Q: 3 clusters Score -2.993321e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 304342 members 
Entering Unmasked Estep 
Score: -29933260.000000 Penalty: 6264.406738
	Iteration 22Q: 3 clusters Score -2.993326e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 304383 members 
Entering Unmasked Estep 
Score: -29933304.000000 Penalty: 6264.406738
	Iteration 23Q: 3 clusters Score -2.99333e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 304415 members 
Entering Unmasked Estep 
Score: -29933316.000000 Penalty: 6264.406738
	Iteration 24Q: 3 clusters Score -2.993332e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 304444 members 
Entering Unmasked Estep 
Score: -29933342.000000 Penalty: 6264.406738
	Iteration 25Q: 3 clusters Score -2.993334e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 304467 members 
Entering Unmasked Estep 
Score: -29933352.000000 Penalty: 6264.406738
	Iteration 26Q: 3 clusters Score -2.993335e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 304483 members 
Entering Unmasked Estep 
Score: -29933332.000000 Penalty: 6264.406738
	Iteration 27Q: 3 clusters Score -2.993333e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 304492 members 
Entering Unmasked Estep 
Score: -29933336.000000 Penalty: 6264.406738
	Iteration 28Q: 3 clusters Score -2.993334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 304497 members 
Entering Unmasked Estep 
Score: -29933344.000000 Penalty: 6264.406738
	Iteration 29Q: 3 clusters Score -2.993334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 304501 members 
Entering Unmasked Estep 
Score: -29933364.000000 Penalty: 6264.406738
	Iteration 30Q: 3 clusters Score -2.993336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 304504 members 
Entering Unmasked Estep 
Score: -29933352.000000 Penalty: 6264.406738
	Iteration 31Q: 3 clusters Score -2.993335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 304507 members 
Entering Unmasked Estep 
Score: -29933370.000000 Penalty: 6264.406738
	Iteration 32Q: 3 clusters Score -2.993337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 304511 members 
Entering Unmasked Estep 
Score: -29933358.000000 Penalty: 6264.406738
	Iteration 33Q: 3 clusters Score -2.993336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 304517 members 
Entering Unmasked Estep 
Score: -29933364.000000 Penalty: 6264.406738
	Iteration 34Q: 3 clusters Score -2.993336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 304527 members 
Entering Unmasked Estep 
Score: -29933352.000000 Penalty: 6264.406738
	Iteration 35Q: 3 clusters Score -2.993335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 304533 members 
Entering Unmasked Estep 
Score: -29933374.000000 Penalty: 6264.406738
	Iteration 36Q: 3 clusters Score -2.993337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 304535 members 
Entering Unmasked Estep 
Score: -29933394.000000 Penalty: 6264.406738
	Iteration 37Q: 3 clusters Score -2.993339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 304535 members 
Entering Unmasked Estep 
Score: -29933402.000000 Penalty: 6264.406738
	Iteration 38Q: 3 clusters Score -2.99334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 304540 members 
Entering Unmasked Estep 
Score: -29933418.000000 Penalty: 6264.406738
	Iteration 39Q: 3 clusters Score -2.993342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 304543 members 
Entering Unmasked Estep 
Score: -29933426.000000 Penalty: 6264.406738
	Iteration 40F: 3 clusters Score -2.993343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 304546 members 
Entering Unmasked Estep 
Score: -29933448.000000 Penalty: 6264.406738
	Iteration 41Q: 3 clusters Score -2.993345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 304551 members 
Entering Unmasked Estep 
Score: -29933428.000000 Penalty: 6264.406738
	Iteration 42Q: 3 clusters Score -2.993343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 304555 members 
Entering Unmasked Estep 
Score: -29933408.000000 Penalty: 6264.406738
	Iteration 43Q: 3 clusters Score -2.993341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 304557 members 
Entering Unmasked Estep 
Score: -29933416.000000 Penalty: 6264.406738
	Iteration 44Q: 3 clusters Score -2.993342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 304561 members 
Entering Unmasked Estep 
Score: -29933416.000000 Penalty: 6264.406738
	Iteration 45Q: 3 clusters Score -2.993342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 304563 members 
Entering Unmasked Estep 
Score: -29933438.000000 Penalty: 6264.406738
	Iteration 46Q: 3 clusters Score -2.993344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 304564 members 
Entering Unmasked Estep 
Score: -29933420.000000 Penalty: 6264.406738
	Iteration 47Q: 3 clusters Score -2.993342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 304566 members 
Entering Unmasked Estep 
Score: -29933440.000000 Penalty: 6264.406738
	Iteration 48Q: 3 clusters Score -2.993344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 304569 members 
Entering Unmasked Estep 
Score: -29933458.000000 Penalty: 6264.406738
	Iteration 49Q: 3 clusters Score -2.993346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 304575 members 
Entering Unmasked Estep 
Score: -29933434.000000 Penalty: 6264.406738
	Iteration 50Q: 3 clusters Score -2.993343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 304577 members 
Entering Unmasked Estep 
Score: -29933446.000000 Penalty: 6264.406738
	Iteration 51Q: 3 clusters Score -2.993345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 304581 members 
Entering Unmasked Estep 
Score: -29933454.000000 Penalty: 6264.406738
	Iteration 52Q: 3 clusters Score -2.993345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 304583 members 
Entering Unmasked Estep 
Score: -29933476.000000 Penalty: 6264.406738
	Iteration 53Q: 3 clusters Score -2.993348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 304586 members 
Entering Unmasked Estep 
Score: -29933482.000000 Penalty: 6264.406738
	Iteration 54Q: 3 clusters Score -2.993348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 304587 members 
Entering Unmasked Estep 
Score: -29933474.000000 Penalty: 6264.406738
	Iteration 55Q: 3 clusters Score -2.993347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 304589 members 
Entering Unmasked Estep 
Score: -29933468.000000 Penalty: 6264.406738
	Iteration 56Q: 3 clusters Score -2.993347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 304592 members 
Entering Unmasked Estep 
Score: -29933444.000000 Penalty: 6264.406738
	Iteration 57Q: 3 clusters Score -2.993344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 304591 members 
Entering Unmasked Estep 
Score: -29933460.000000 Penalty: 6264.406738
	Iteration 58Q: 3 clusters Score -2.993346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 304590 members 
Entering Unmasked Estep 
Score: -29933454.000000 Penalty: 6264.406738
	Iteration 59Q: 3 clusters Score -2.993345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 304590 members 
Entering Unmasked Estep 
Score: -29933474.000000 Penalty: 6264.406738
	Iteration 60F: 3 clusters Score -2.993347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 304591 members 
Entering Unmasked Estep 
Score: -29933464.000000 Penalty: 6264.406738
	Iteration 61Q: 3 clusters Score -2.993346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 304590 members 
Entering Unmasked Estep 
Score: -29933474.000000 Penalty: 6264.406738
	Iteration 62Q: 3 clusters Score -2.993347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 304590 members 
Entering Unmasked Estep 
Score: -29933474.000000 Penalty: 6264.406738
	Iteration 63F: 3 clusters Score -2.993347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (216865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216865 members 
Entering Unmasked Estep 
Score: -21239984.000000 Penalty: 3047.183594
	Iteration 0F: 2 clusters Score -2.123998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108074 members 
Mstep: Class 2 contains 108791 members 
Entering Unmasked Estep 
Score: -21096794.000000 Penalty: 6094.367188
	Iteration 0F: 3 clusters Score -2.109679e+07 nChanged 104209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 114014 members 
Entering Unmasked Estep 
Score: -21158118.000000 Penalty: 6094.367188
	Iteration 1F: 3 clusters Score -2.115812e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98966 members 
Mstep: Class 2 contains 117899 members 
Entering Unmasked Estep 
Score: -21159482.000000 Penalty: 6094.367188
	Iteration 2Q: 3 clusters Score -2.115948e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93039 members 
Mstep: Class 2 contains 123826 members 
Entering Unmasked Estep 
Score: -21161496.000000 Penalty: 6094.367188
	Iteration 3Q: 3 clusters Score -2.11615e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83914 members 
Mstep: Class 2 contains 132951 members 
Entering Unmasked Estep 
Score: -21165718.000000 Penalty: 6094.367188
	Iteration 4Q: 3 clusters Score -2.116572e+07 nChanged 13662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 146531 members 
Entering Unmasked Estep 
Score: -21173884.000000 Penalty: 6094.367188
	Iteration 5F: 3 clusters Score -2.117388e+07 nChanged 18588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 165113 members 
Entering Unmasked Estep 
Score: -21188538.000000 Penalty: 6094.367188
	Iteration 6F: 3 clusters Score -2.118854e+07 nChanged 21074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 186187 members 
Entering Unmasked Estep 
Score: -21208082.000000 Penalty: 6094.367188
	Iteration 7F: 3 clusters Score -2.120808e+07 nChanged 17338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 203525 members 
Entering Unmasked Estep 
Score: -21224656.000000 Penalty: 6094.367188
	Iteration 8F: 3 clusters Score -2.122466e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 212536 members 
Entering Unmasked Estep 
Score: -21233272.000000 Penalty: 6094.367188
	Iteration 9Q: 3 clusters Score -2.123327e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 215633 members 
Entering Unmasked Estep 
Score: -21236012.000000 Penalty: 6094.367188
	Iteration 10Q: 3 clusters Score -2.123601e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 216407 members 
Entering Unmasked Estep 
Score: -21236798.000000 Penalty: 6094.367188
	Iteration 11Q: 3 clusters Score -2.12368e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 216603 members 
Entering Unmasked Estep 
Score: -21237060.000000 Penalty: 6094.367188
	Iteration 12Q: 3 clusters Score -2.123706e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 216653 members 
Entering Unmasked Estep 
Score: -21237152.000000 Penalty: 6094.367188
	Iteration 13Q: 3 clusters Score -2.123715e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 216669 members 
Entering Unmasked Estep 
Score: -21237192.000000 Penalty: 6094.367188
	Iteration 14Q: 3 clusters Score -2.123719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 216681 members 
Entering Unmasked Estep 
Score: -21237226.000000 Penalty: 6094.367188
	Iteration 15Q: 3 clusters Score -2.123723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 216689 members 
Entering Unmasked Estep 
Score: -21237248.000000 Penalty: 6094.367188
	Iteration 16Q: 3 clusters Score -2.123725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 216688 members 
Entering Unmasked Estep 
Score: -21237262.000000 Penalty: 6094.367188
	Iteration 17Q: 3 clusters Score -2.123726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 216689 members 
Entering Unmasked Estep 
Score: -21237276.000000 Penalty: 6094.367188
	Iteration 18Q: 3 clusters Score -2.123728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 216690 members 
Entering Unmasked Estep 
Score: -21237258.000000 Penalty: 6094.367188
	Iteration 19Q: 3 clusters Score -2.123726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 216690 members 
Entering Unmasked Estep 
Score: -21237258.000000 Penalty: 6094.367188
	Iteration 20F: 3 clusters Score -2.123726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -900679.750000 Penalty: 2277.656494
	Iteration 0F: 2 clusters Score -900679.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -893206.500000 Penalty: 4555.312988
	Iteration 0F: 3 clusters Score -893206.5 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -895357.312500 Penalty: 4555.312988
	Iteration 1F: 3 clusters Score -895357.3 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -895658.187500 Penalty: 4555.312988
	Iteration 2F: 3 clusters Score -895658.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -895868.625000 Penalty: 4555.312988
	Iteration 3F: 3 clusters Score -895868.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -896038.000000 Penalty: 4555.312988
	Iteration 4Q: 3 clusters Score -896038 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -896190.312500 Penalty: 4555.312988
	Iteration 5Q: 3 clusters Score -896190.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -896330.375000 Penalty: 4555.312988
	Iteration 6Q: 3 clusters Score -896330.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -896472.500000 Penalty: 4555.312988
	Iteration 7Q: 3 clusters Score -896472.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -896629.750000 Penalty: 4555.312988
	Iteration 8Q: 3 clusters Score -896629.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -896778.312500 Penalty: 4555.312988
	Iteration 9Q: 3 clusters Score -896778.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -896945.812500 Penalty: 4555.312988
	Iteration 10Q: 3 clusters Score -896945.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -897128.562500 Penalty: 4555.312988
	Iteration 11Q: 3 clusters Score -897128.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -897324.187500 Penalty: 4555.312988
	Iteration 12Q: 3 clusters Score -897324.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -897518.437500 Penalty: 4555.312988
	Iteration 13Q: 3 clusters Score -897518.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -897750.500000 Penalty: 4555.312988
	Iteration 14Q: 3 clusters Score -897750.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -898072.625000 Penalty: 4555.312988
	Iteration 15Q: 3 clusters Score -898072.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -898432.250000 Penalty: 4555.312988
	Iteration 16Q: 3 clusters Score -898432.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -898717.812500 Penalty: 4555.312988
	Iteration 17Q: 3 clusters Score -898717.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -898874.937500 Penalty: 4555.312988
	Iteration 18Q: 3 clusters Score -898874.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -898952.312500 Penalty: 4555.312988
	Iteration 19Q: 3 clusters Score -898952.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -898994.937500 Penalty: 4555.312988
	Iteration 20F: 3 clusters Score -898994.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -899024.187500 Penalty: 4555.312988
	Iteration 21Q: 3 clusters Score -899024.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -899037.562500 Penalty: 4555.312988
	Iteration 22Q: 3 clusters Score -899037.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -899042.062500 Penalty: 4555.312988
	Iteration 23Q: 3 clusters Score -899042.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -899047.562500 Penalty: 4555.312988
	Iteration 24Q: 3 clusters Score -899047.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -899050.812500 Penalty: 4555.312988
	Iteration 25Q: 3 clusters Score -899050.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -899052.625000 Penalty: 4555.312988
	Iteration 26Q: 3 clusters Score -899052.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -899054.812500 Penalty: 4555.312988
	Iteration 27Q: 3 clusters Score -899054.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -899059.687500 Penalty: 4555.312988
	Iteration 28Q: 3 clusters Score -899059.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -899063.125000 Penalty: 4555.312988
	Iteration 29Q: 3 clusters Score -899063.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -899065.187500 Penalty: 4555.312988
	Iteration 30Q: 3 clusters Score -899065.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -899065.000000 Penalty: 4555.312988
	Iteration 31Q: 3 clusters Score -899065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -899065.437500 Penalty: 4555.312988
	Iteration 32Q: 3 clusters Score -899065.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -899065.937500 Penalty: 4555.312988
	Iteration 33Q: 3 clusters Score -899065.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -899066.750000 Penalty: 4555.312988
	Iteration 34Q: 3 clusters Score -899066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -899068.437500 Penalty: 4555.312988
	Iteration 35Q: 3 clusters Score -899068.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -899068.437500 Penalty: 4555.312988
	Iteration 36F: 3 clusters Score -899068.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Entering Unmasked Estep 
Score: -1152531.500000 Penalty: 2338.051514
	Iteration 0F: 2 clusters Score -1152532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1143347.000000 Penalty: 4676.103027
	Iteration 0F: 3 clusters Score -1143347 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1146331.375000 Penalty: 4676.103027
	Iteration 1F: 3 clusters Score -1146331 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1146738.750000 Penalty: 4676.103027
	Iteration 2F: 3 clusters Score -1146739 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1147130.125000 Penalty: 4676.103027
	Iteration 3F: 3 clusters Score -1147130 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1147501.625000 Penalty: 4676.103027
	Iteration 4F: 3 clusters Score -1147502 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1147878.625000 Penalty: 4676.103027
	Iteration 5F: 3 clusters Score -1147879 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1148240.250000 Penalty: 4676.103027
	Iteration 6Q: 3 clusters Score -1148240 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1148594.500000 Penalty: 4676.103027
	Iteration 7Q: 3 clusters Score -1148594 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1148960.375000 Penalty: 4676.103027
	Iteration 8Q: 3 clusters Score -1148960 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1149408.000000 Penalty: 4676.103027
	Iteration 9Q: 3 clusters Score -1149408 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1149878.750000 Penalty: 4676.103027
	Iteration 10Q: 3 clusters Score -1149879 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1150278.375000 Penalty: 4676.103027
	Iteration 11Q: 3 clusters Score -1150278 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1150704.250000 Penalty: 4676.103027
	Iteration 12Q: 3 clusters Score -1150704 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1151032.125000 Penalty: 4676.103027
	Iteration 13Q: 3 clusters Score -1151032 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1151199.250000 Penalty: 4676.103027
	Iteration 14Q: 3 clusters Score -1151199 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1151284.625000 Penalty: 4676.103027
	Iteration 15Q: 3 clusters Score -1151285 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1151341.375000 Penalty: 4676.103027
	Iteration 16Q: 3 clusters Score -1151341 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1151381.500000 Penalty: 4676.103027
	Iteration 17Q: 3 clusters Score -1151382 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1151400.500000 Penalty: 4676.103027
	Iteration 18Q: 3 clusters Score -1151400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1151417.000000 Penalty: 4676.103027
	Iteration 19Q: 3 clusters Score -1151417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1151419.250000 Penalty: 4676.103027
	Iteration 20F: 3 clusters Score -1151419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1151429.125000 Penalty: 4676.103027
	Iteration 21Q: 3 clusters Score -1151429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1151435.875000 Penalty: 4676.103027
	Iteration 22Q: 3 clusters Score -1151436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1151445.000000 Penalty: 4676.103027
	Iteration 23Q: 3 clusters Score -1151445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1151451.875000 Penalty: 4676.103027
	Iteration 24Q: 3 clusters Score -1151452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1151453.125000 Penalty: 4676.103027
	Iteration 25Q: 3 clusters Score -1151453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1151454.375000 Penalty: 4676.103027
	Iteration 26Q: 3 clusters Score -1151454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1151455.000000 Penalty: 4676.103027
	Iteration 27Q: 3 clusters Score -1151455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1151458.625000 Penalty: 4676.103027
	Iteration 28Q: 3 clusters Score -1151459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1151460.000000 Penalty: 4676.103027
	Iteration 29Q: 3 clusters Score -1151460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1151459.500000 Penalty: 4676.103027
	Iteration 30Q: 3 clusters Score -1151460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1151457.750000 Penalty: 4676.103027
	Iteration 31Q: 3 clusters Score -1151458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1151456.625000 Penalty: 4676.103027
	Iteration 32Q: 3 clusters Score -1151457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1151457.625000 Penalty: 4676.103027
	Iteration 33Q: 3 clusters Score -1151458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1151457.125000 Penalty: 4676.103027
	Iteration 34Q: 3 clusters Score -1151457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1151458.500000 Penalty: 4676.103027
	Iteration 35Q: 3 clusters Score -1151458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1151458.500000 Penalty: 4676.103027
	Iteration 36Q: 3 clusters Score -1151458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1151461.125000 Penalty: 4676.103027
	Iteration 37Q: 3 clusters Score -1151461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1151458.000000 Penalty: 4676.103027
	Iteration 38Q: 3 clusters Score -1151458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1151462.625000 Penalty: 4676.103027
	Iteration 39Q: 3 clusters Score -1151463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1151460.125000 Penalty: 4676.103027
	Iteration 40F: 3 clusters Score -1151460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Entering Unmasked Estep 
Score: -1714840.000000 Penalty: 2425.472900
	Iteration 0F: 2 clusters Score -1714840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1702229.250000 Penalty: 4850.945801
	Iteration 0F: 3 clusters Score -1702229 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1706488.500000 Penalty: 4850.945801
	Iteration 1F: 3 clusters Score -1706488 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1706930.625000 Penalty: 4850.945801
	Iteration 2F: 3 clusters Score -1706931 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1707360.625000 Penalty: 4850.945801
	Iteration 3F: 3 clusters Score -1707361 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1707800.125000 Penalty: 4850.945801
	Iteration 4Q: 3 clusters Score -1707800 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1708304.750000 Penalty: 4850.945801
	Iteration 5Q: 3 clusters Score -1708305 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1708871.750000 Penalty: 4850.945801
	Iteration 6Q: 3 clusters Score -1708872 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1709510.125000 Penalty: 4850.945801
	Iteration 7Q: 3 clusters Score -1709510 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1710273.250000 Penalty: 4850.945801
	Iteration 8F: 3 clusters Score -1710273 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1710979.000000 Penalty: 4850.945801
	Iteration 9Q: 3 clusters Score -1710979 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1711509.625000 Penalty: 4850.945801
	Iteration 10Q: 3 clusters Score -1711510 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1711889.375000 Penalty: 4850.945801
	Iteration 11Q: 3 clusters Score -1711889 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1712147.625000 Penalty: 4850.945801
	Iteration 12Q: 3 clusters Score -1712148 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1712333.750000 Penalty: 4850.945801
	Iteration 13Q: 3 clusters Score -1712334 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1712473.750000 Penalty: 4850.945801
	Iteration 14Q: 3 clusters Score -1712474 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -1712557.750000 Penalty: 4850.945801
	Iteration 15Q: 3 clusters Score -1712558 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -1712611.375000 Penalty: 4850.945801
	Iteration 16Q: 3 clusters Score -1712611 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1712660.750000 Penalty: 4850.945801
	Iteration 17Q: 3 clusters Score -1712661 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1712693.125000 Penalty: 4850.945801
	Iteration 18Q: 3 clusters Score -1712693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1712722.500000 Penalty: 4850.945801
	Iteration 19Q: 3 clusters Score -1712722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -1712743.125000 Penalty: 4850.945801
	Iteration 20F: 3 clusters Score -1712743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1712754.000000 Penalty: 4850.945801
	Iteration 21Q: 3 clusters Score -1712754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1712768.875000 Penalty: 4850.945801
	Iteration 22Q: 3 clusters Score -1712769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -1712775.625000 Penalty: 4850.945801
	Iteration 23Q: 3 clusters Score -1712776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -1712779.375000 Penalty: 4850.945801
	Iteration 24Q: 3 clusters Score -1712779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1712789.375000 Penalty: 4850.945801
	Iteration 25Q: 3 clusters Score -1712789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -1712796.750000 Penalty: 4850.945801
	Iteration 26Q: 3 clusters Score -1712797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1712804.625000 Penalty: 4850.945801
	Iteration 27Q: 3 clusters Score -1712805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1712813.625000 Penalty: 4850.945801
	Iteration 28Q: 3 clusters Score -1712814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1712816.875000 Penalty: 4850.945801
	Iteration 29Q: 3 clusters Score -1712817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -1712827.125000 Penalty: 4850.945801
	Iteration 30Q: 3 clusters Score -1712827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -1712828.750000 Penalty: 4850.945801
	Iteration 31Q: 3 clusters Score -1712829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -1712832.000000 Penalty: 4850.945801
	Iteration 32Q: 3 clusters Score -1712832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -1712832.000000 Penalty: 4850.945801
	Iteration 33F: 3 clusters Score -1712832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Entering Unmasked Estep 
Score: -651900.625000 Penalty: 2196.239990
	Iteration 0F: 2 clusters Score -651900.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -646088.937500 Penalty: 4392.479980
	Iteration 0F: 3 clusters Score -646088.9 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -647729.000000 Penalty: 4392.479980
	Iteration 1F: 3 clusters Score -647729 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -647993.812500 Penalty: 4392.479980
	Iteration 2F: 3 clusters Score -647993.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -648154.125000 Penalty: 4392.479980
	Iteration 3F: 3 clusters Score -648154.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -648278.312500 Penalty: 4392.479980
	Iteration 4Q: 3 clusters Score -648278.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -648395.625000 Penalty: 4392.479980
	Iteration 5Q: 3 clusters Score -648395.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -648500.937500 Penalty: 4392.479980
	Iteration 6Q: 3 clusters Score -648500.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -648605.625000 Penalty: 4392.479980
	Iteration 7Q: 3 clusters Score -648605.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -648713.250000 Penalty: 4392.479980
	Iteration 8Q: 3 clusters Score -648713.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -648835.000000 Penalty: 4392.479980
	Iteration 9Q: 3 clusters Score -648835 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -648984.000000 Penalty: 4392.479980
	Iteration 10Q: 3 clusters Score -648984 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -649137.437500 Penalty: 4392.479980
	Iteration 11Q: 3 clusters Score -649137.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -649300.187500 Penalty: 4392.479980
	Iteration 12Q: 3 clusters Score -649300.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -649453.437500 Penalty: 4392.479980
	Iteration 13Q: 3 clusters Score -649453.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -649604.687500 Penalty: 4392.479980
	Iteration 14Q: 3 clusters Score -649604.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -649735.125000 Penalty: 4392.479980
	Iteration 15Q: 3 clusters Score -649735.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -649830.750000 Penalty: 4392.479980
	Iteration 16Q: 3 clusters Score -649830.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -649913.125000 Penalty: 4392.479980
	Iteration 17Q: 3 clusters Score -649913.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -649976.312500 Penalty: 4392.479980
	Iteration 18Q: 3 clusters Score -649976.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -650025.750000 Penalty: 4392.479980
	Iteration 19Q: 3 clusters Score -650025.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -650049.312500 Penalty: 4392.479980
	Iteration 20F: 3 clusters Score -650049.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -650068.625000 Penalty: 4392.479980
	Iteration 21Q: 3 clusters Score -650068.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -650086.875000 Penalty: 4392.479980
	Iteration 22Q: 3 clusters Score -650086.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -650100.312500 Penalty: 4392.479980
	Iteration 23Q: 3 clusters Score -650100.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -650109.000000 Penalty: 4392.479980
	Iteration 24Q: 3 clusters Score -650109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -650113.312500 Penalty: 4392.479980
	Iteration 25Q: 3 clusters Score -650113.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -650117.250000 Penalty: 4392.479980
	Iteration 26Q: 3 clusters Score -650117.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -650120.875000 Penalty: 4392.479980
	Iteration 27Q: 3 clusters Score -650120.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -650121.875000 Penalty: 4392.479980
	Iteration 28Q: 3 clusters Score -650121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -650122.687500 Penalty: 4392.479980
	Iteration 29Q: 3 clusters Score -650122.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -650122.687500 Penalty: 4392.479980
	Iteration 30F: 3 clusters Score -650122.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (62910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Entering Unmasked Estep 
Score: -6111129.000000 Penalty: 2740.266113
	Iteration 0F: 2 clusters Score -6111129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -6068924.000000 Penalty: 5480.532227
	Iteration 0F: 3 clusters Score -6068924 nChanged 29275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -6085280.000000 Penalty: 5480.532227
	Iteration 1F: 3 clusters Score -6085280 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -6086249.000000 Penalty: 5480.532227
	Iteration 2Q: 3 clusters Score -6086249 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -6087505.500000 Penalty: 5480.532227
	Iteration 3Q: 3 clusters Score -6087506 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -6089512.000000 Penalty: 5480.532227
	Iteration 4F: 3 clusters Score -6089512 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -6092683.500000 Penalty: 5480.532227
	Iteration 5F: 3 clusters Score -6092684 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -6097208.000000 Penalty: 5480.532227
	Iteration 6F: 3 clusters Score -6097208 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -6102288.500000 Penalty: 5480.532227
	Iteration 7F: 3 clusters Score -6102288 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -6106650.000000 Penalty: 5480.532227
	Iteration 8F: 3 clusters Score -6106650 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -6108537.000000 Penalty: 5480.532227
	Iteration 9Q: 3 clusters Score -6108537 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -6109149.500000 Penalty: 5480.532227
	Iteration 10Q: 3 clusters Score -6109150 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -6109449.500000 Penalty: 5480.532227
	Iteration 11Q: 3 clusters Score -6109450 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -6109573.000000 Penalty: 5480.532227
	Iteration 12Q: 3 clusters Score -6109573 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -6109676.000000 Penalty: 5480.532227
	Iteration 13Q: 3 clusters Score -6109676 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -6109812.500000 Penalty: 5480.532227
	Iteration 14Q: 3 clusters Score -6109812 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -6109888.500000 Penalty: 5480.532227
	Iteration 15Q: 3 clusters Score -6109888 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -6109951.000000 Penalty: 5480.532227
	Iteration 16Q: 3 clusters Score -6109951 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -6109981.500000 Penalty: 5480.532227
	Iteration 17Q: 3 clusters Score -6109982 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -6110058.000000 Penalty: 5480.532227
	Iteration 18Q: 3 clusters Score -6110058 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -6110103.500000 Penalty: 5480.532227
	Iteration 19Q: 3 clusters Score -6110104 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 55427 members 
Entering Unmasked Estep 
Score: -6110115.000000 Penalty: 5480.532227
	Iteration 20F: 3 clusters Score -6110115 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -6110118.500000 Penalty: 5480.532227
	Iteration 21Q: 3 clusters Score -6110118 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -6110131.500000 Penalty: 5480.532227
	Iteration 22Q: 3 clusters Score -6110132 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -6110128.000000 Penalty: 5480.532227
	Iteration 23Q: 3 clusters Score -6110128 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -6110137.000000 Penalty: 5480.532227
	Iteration 24Q: 3 clusters Score -6110137 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -6110146.500000 Penalty: 5480.532227
	Iteration 25Q: 3 clusters Score -6110146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -6110158.000000 Penalty: 5480.532227
	Iteration 26Q: 3 clusters Score -6110158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -6110181.500000 Penalty: 5480.532227
	Iteration 27Q: 3 clusters Score -6110182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -6110177.500000 Penalty: 5480.532227
	Iteration 28Q: 3 clusters Score -6110178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -6110179.000000 Penalty: 5480.532227
	Iteration 29Q: 3 clusters Score -6110179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -6110185.000000 Penalty: 5480.532227
	Iteration 30Q: 3 clusters Score -6110185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 56017 members 
Entering Unmasked Estep 
Score: -6110186.500000 Penalty: 5480.532227
	Iteration 31Q: 3 clusters Score -6110186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -6110188.000000 Penalty: 5480.532227
	Iteration 32Q: 3 clusters Score -6110188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -6110182.500000 Penalty: 5480.532227
	Iteration 33Q: 3 clusters Score -6110182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -6110179.000000 Penalty: 5480.532227
	Iteration 34Q: 3 clusters Score -6110179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -6110192.000000 Penalty: 5480.532227
	Iteration 35Q: 3 clusters Score -6110192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -6110195.000000 Penalty: 5480.532227
	Iteration 36Q: 3 clusters Score -6110195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -6110186.500000 Penalty: 5480.532227
	Iteration 37Q: 3 clusters Score -6110186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 56141 members 
Entering Unmasked Estep 
Score: -6110188.000000 Penalty: 5480.532227
	Iteration 38Q: 3 clusters Score -6110188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -6110194.000000 Penalty: 5480.532227
	Iteration 39Q: 3 clusters Score -6110194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
Score: -6110198.000000 Penalty: 5480.532227
	Iteration 40F: 3 clusters Score -6110198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -6110196.000000 Penalty: 5480.532227
	Iteration 41Q: 3 clusters Score -6110196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
Score: -6110202.000000 Penalty: 5480.532227
	Iteration 42Q: 3 clusters Score -6110202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -6110193.000000 Penalty: 5480.532227
	Iteration 43Q: 3 clusters Score -6110193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -6110196.000000 Penalty: 5480.532227
	Iteration 44Q: 3 clusters Score -6110196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -6110186.500000 Penalty: 5480.532227
	Iteration 45Q: 3 clusters Score -6110186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -6110189.000000 Penalty: 5480.532227
	Iteration 46Q: 3 clusters Score -6110189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -6110185.000000 Penalty: 5480.532227
	Iteration 47Q: 3 clusters Score -6110185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -6110193.000000 Penalty: 5480.532227
	Iteration 48Q: 3 clusters Score -6110193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -6110178.500000 Penalty: 5480.532227
	Iteration 49Q: 3 clusters Score -6110178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -6110190.000000 Penalty: 5480.532227
	Iteration 50Q: 3 clusters Score -6110190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -6110190.000000 Penalty: 5480.532227
	Iteration 51Q: 3 clusters Score -6110190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 56365 members 
Entering Unmasked Estep 
Score: -6110187.500000 Penalty: 5480.532227
	Iteration 52Q: 3 clusters Score -6110188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -6110193.500000 Penalty: 5480.532227
	Iteration 53Q: 3 clusters Score -6110194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -6110198.500000 Penalty: 5480.532227
	Iteration 54Q: 3 clusters Score -6110198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -6110202.000000 Penalty: 5480.532227
	Iteration 55Q: 3 clusters Score -6110202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 56407 members 
Entering Unmasked Estep 
Score: -6110196.000000 Penalty: 5480.532227
	Iteration 56Q: 3 clusters Score -6110196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -6110196.000000 Penalty: 5480.532227
	Iteration 57Q: 3 clusters Score -6110196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -6110196.000000 Penalty: 5480.532227
	Iteration 58Q: 3 clusters Score -6110196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -6110192.000000 Penalty: 5480.532227
	Iteration 59Q: 3 clusters Score -6110192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -6110192.000000 Penalty: 5480.532227
	Iteration 60F: 3 clusters Score -6110192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 56461 members 
Entering Unmasked Estep 
Score: -6110201.000000 Penalty: 5480.532227
	Iteration 61Q: 3 clusters Score -6110201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -6110204.000000 Penalty: 5480.532227
	Iteration 62Q: 3 clusters Score -6110204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -6110203.500000 Penalty: 5480.532227
	Iteration 63Q: 3 clusters Score -6110204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -6110209.000000 Penalty: 5480.532227
	Iteration 64Q: 3 clusters Score -6110209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -6110202.500000 Penalty: 5480.532227
	Iteration 65Q: 3 clusters Score -6110202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -6110209.500000 Penalty: 5480.532227
	Iteration 66Q: 3 clusters Score -6110210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -6110204.500000 Penalty: 5480.532227
	Iteration 67Q: 3 clusters Score -6110204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -6110216.500000 Penalty: 5480.532227
	Iteration 68Q: 3 clusters Score -6110216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 56529 members 
Entering Unmasked Estep 
Score: -6110207.500000 Penalty: 5480.532227
	Iteration 69Q: 3 clusters Score -6110208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -6110203.500000 Penalty: 5480.532227
	Iteration 70Q: 3 clusters Score -6110204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -6110191.000000 Penalty: 5480.532227
	Iteration 71Q: 3 clusters Score -6110191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -6110199.000000 Penalty: 5480.532227
	Iteration 72Q: 3 clusters Score -6110199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -6110199.000000 Penalty: 5480.532227
	Iteration 73Q: 3 clusters Score -6110199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -6110200.500000 Penalty: 5480.532227
	Iteration 74Q: 3 clusters Score -6110200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 56577 members 
Entering Unmasked Estep 
Score: -6110203.000000 Penalty: 5480.532227
	Iteration 75Q: 3 clusters Score -6110203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -6110202.500000 Penalty: 5480.532227
	Iteration 76Q: 3 clusters Score -6110202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -6110208.000000 Penalty: 5480.532227
	Iteration 77Q: 3 clusters Score -6110208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -6110204.000000 Penalty: 5480.532227
	Iteration 78Q: 3 clusters Score -6110204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -6110198.500000 Penalty: 5480.532227
	Iteration 79Q: 3 clusters Score -6110198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 56617 members 
Entering Unmasked Estep 
Score: -6110206.000000 Penalty: 5480.532227
	Iteration 80F: 3 clusters Score -6110206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -6110211.500000 Penalty: 5480.532227
	Iteration 81Q: 3 clusters Score -6110212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 56633 members 
Entering Unmasked Estep 
Score: -6110210.500000 Penalty: 5480.532227
	Iteration 82Q: 3 clusters Score -6110210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -6110212.500000 Penalty: 5480.532227
	Iteration 83Q: 3 clusters Score -6110212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -6110210.000000 Penalty: 5480.532227
	Iteration 84Q: 3 clusters Score -6110210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -6110204.500000 Penalty: 5480.532227
	Iteration 85Q: 3 clusters Score -6110204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -6110208.000000 Penalty: 5480.532227
	Iteration 86Q: 3 clusters Score -6110208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -6110214.000000 Penalty: 5480.532227
	Iteration 87Q: 3 clusters Score -6110214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -6110219.500000 Penalty: 5480.532227
	Iteration 88Q: 3 clusters Score -6110220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -6110225.000000 Penalty: 5480.532227
	Iteration 89Q: 3 clusters Score -6110225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 56672 members 
Entering Unmasked Estep 
Score: -6110223.000000 Penalty: 5480.532227
	Iteration 90Q: 3 clusters Score -6110223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -6110215.000000 Penalty: 5480.532227
	Iteration 91Q: 3 clusters Score -6110215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -6110223.000000 Penalty: 5480.532227
	Iteration 92Q: 3 clusters Score -6110223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -6110233.000000 Penalty: 5480.532227
	Iteration 93Q: 3 clusters Score -6110233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -6110231.000000 Penalty: 5480.532227
	Iteration 94Q: 3 clusters Score -6110231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -6110227.500000 Penalty: 5480.532227
	Iteration 95Q: 3 clusters Score -6110228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -6110222.500000 Penalty: 5480.532227
	Iteration 96Q: 3 clusters Score -6110222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -6110221.000000 Penalty: 5480.532227
	Iteration 97Q: 3 clusters Score -6110221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -6110225.500000 Penalty: 5480.532227
	Iteration 98Q: 3 clusters Score -6110226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -6110223.000000 Penalty: 5480.532227
	Iteration 99Q: 3 clusters Score -6110223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -6110219.000000 Penalty: 5480.532227
	Iteration 100F: 3 clusters Score -6110219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -6110220.000000 Penalty: 5480.532227
	Iteration 101Q: 3 clusters Score -6110220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -6110226.500000 Penalty: 5480.532227
	Iteration 102Q: 3 clusters Score -6110226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -6110229.500000 Penalty: 5480.532227
	Iteration 103Q: 3 clusters Score -6110230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -6110238.500000 Penalty: 5480.532227
	Iteration 104Q: 3 clusters Score -6110238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
Score: -6110229.500000 Penalty: 5480.532227
	Iteration 105Q: 3 clusters Score -6110230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -6110227.000000 Penalty: 5480.532227
	Iteration 106Q: 3 clusters Score -6110227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -6110227.000000 Penalty: 5480.532227
	Iteration 107F: 3 clusters Score -6110227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (127861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127861 members 
Entering Unmasked Estep 
Score: -12407049.000000 Penalty: 2916.157471
	Iteration 0F: 2 clusters Score -1.240705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -12321634.000000 Penalty: 5832.314941
	Iteration 0F: 3 clusters Score -1.232163e+07 nChanged 60729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 63603 members 
Entering Unmasked Estep 
Score: -12356393.000000 Penalty: 5832.314941
	Iteration 1F: 3 clusters Score -1.235639e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64596 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -12357069.000000 Penalty: 5832.314941
	Iteration 2Q: 3 clusters Score -1.235707e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -12357829.000000 Penalty: 5832.314941
	Iteration 3Q: 3 clusters Score -1.235783e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -12358602.000000 Penalty: 5832.314941
	Iteration 4Q: 3 clusters Score -1.23586e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -12359483.000000 Penalty: 5832.314941
	Iteration 5Q: 3 clusters Score -1.235948e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68896 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -12360623.000000 Penalty: 5832.314941
	Iteration 6Q: 3 clusters Score -1.236062e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -12362388.000000 Penalty: 5832.314941
	Iteration 7Q: 3 clusters Score -1.236239e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75168 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -12365043.000000 Penalty: 5832.314941
	Iteration 8Q: 3 clusters Score -1.236504e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79990 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -12368832.000000 Penalty: 5832.314941
	Iteration 9F: 3 clusters Score -1.236883e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85618 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -12374037.000000 Penalty: 5832.314941
	Iteration 10F: 3 clusters Score -1.237404e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91174 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -12379864.000000 Penalty: 5832.314941
	Iteration 11F: 3 clusters Score -1.237986e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95868 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -12384864.000000 Penalty: 5832.314941
	Iteration 12F: 3 clusters Score -1.238486e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99509 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -12388149.000000 Penalty: 5832.314941
	Iteration 13Q: 3 clusters Score -1.238815e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102566 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -12389982.000000 Penalty: 5832.314941
	Iteration 14Q: 3 clusters Score -1.238998e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105354 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -12391434.000000 Penalty: 5832.314941
	Iteration 15Q: 3 clusters Score -1.239143e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -12392770.000000 Penalty: 5832.314941
	Iteration 16Q: 3 clusters Score -1.239277e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110549 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -12394154.000000 Penalty: 5832.314941
	Iteration 17Q: 3 clusters Score -1.239415e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112978 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -12395414.000000 Penalty: 5832.314941
	Iteration 18Q: 3 clusters Score -1.239541e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115219 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -12396586.000000 Penalty: 5832.314941
	Iteration 19Q: 3 clusters Score -1.239659e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117275 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -12397648.000000 Penalty: 5832.314941
	Iteration 20F: 3 clusters Score -1.239765e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119213 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -12398871.000000 Penalty: 5832.314941
	Iteration 21Q: 3 clusters Score -1.239887e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120955 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -12399932.000000 Penalty: 5832.314941
	Iteration 22Q: 3 clusters Score -1.239993e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122495 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -12401048.000000 Penalty: 5832.314941
	Iteration 23Q: 3 clusters Score -1.240105e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123760 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -12401854.000000 Penalty: 5832.314941
	Iteration 24Q: 3 clusters Score -1.240185e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124840 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -12402577.000000 Penalty: 5832.314941
	Iteration 25Q: 3 clusters Score -1.240258e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125639 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -12403057.000000 Penalty: 5832.314941
	Iteration 26Q: 3 clusters Score -1.240306e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126230 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -12403496.000000 Penalty: 5832.314941
	Iteration 27Q: 3 clusters Score -1.24035e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126614 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -12403794.000000 Penalty: 5832.314941
	Iteration 28Q: 3 clusters Score -1.240379e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126883 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12404001.000000 Penalty: 5832.314941
	Iteration 29Q: 3 clusters Score -1.2404e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127051 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -12404134.000000 Penalty: 5832.314941
	Iteration 30Q: 3 clusters Score -1.240413e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127153 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12404228.000000 Penalty: 5832.314941
	Iteration 31Q: 3 clusters Score -1.240423e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127217 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -12404256.000000 Penalty: 5832.314941
	Iteration 32Q: 3 clusters Score -1.240426e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127270 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -12404303.000000 Penalty: 5832.314941
	Iteration 33Q: 3 clusters Score -1.24043e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127302 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -12404338.000000 Penalty: 5832.314941
	Iteration 34Q: 3 clusters Score -1.240434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127319 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12404336.000000 Penalty: 5832.314941
	Iteration 35Q: 3 clusters Score -1.240434e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127340 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -12404341.000000 Penalty: 5832.314941
	Iteration 36Q: 3 clusters Score -1.240434e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127350 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -12404358.000000 Penalty: 5832.314941
	Iteration 37Q: 3 clusters Score -1.240436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127356 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -12404363.000000 Penalty: 5832.314941
	Iteration 38Q: 3 clusters Score -1.240436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127357 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12404373.000000 Penalty: 5832.314941
	Iteration 39Q: 3 clusters Score -1.240437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127360 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12404374.000000 Penalty: 5832.314941
	Iteration 40F: 3 clusters Score -1.240437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127360 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12404378.000000 Penalty: 5832.314941
	Iteration 41Q: 3 clusters Score -1.240438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127364 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -12404400.000000 Penalty: 5832.314941
	Iteration 42Q: 3 clusters Score -1.24044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127364 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -12404400.000000 Penalty: 5832.314941
	Iteration 43F: 3 clusters Score -1.24044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Entering Unmasked Estep 
Score: -593011.750000 Penalty: 2172.980957
	Iteration 0F: 2 clusters Score -593011.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -587625.125000 Penalty: 4345.961914
	Iteration 0F: 3 clusters Score -587625.1 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -589015.875000 Penalty: 4345.961914
	Iteration 1F: 3 clusters Score -589015.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -589278.562500 Penalty: 4345.961914
	Iteration 2F: 3 clusters Score -589278.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -589452.125000 Penalty: 4345.961914
	Iteration 3F: 3 clusters Score -589452.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -589574.375000 Penalty: 4345.961914
	Iteration 4Q: 3 clusters Score -589574.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -589655.437500 Penalty: 4345.961914
	Iteration 5Q: 3 clusters Score -589655.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -589721.562500 Penalty: 4345.961914
	Iteration 6Q: 3 clusters Score -589721.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -589785.562500 Penalty: 4345.961914
	Iteration 7Q: 3 clusters Score -589785.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -589846.187500 Penalty: 4345.961914
	Iteration 8Q: 3 clusters Score -589846.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -589904.187500 Penalty: 4345.961914
	Iteration 9Q: 3 clusters Score -589904.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -589986.437500 Penalty: 4345.961914
	Iteration 10Q: 3 clusters Score -589986.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -590094.937500 Penalty: 4345.961914
	Iteration 11Q: 3 clusters Score -590094.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -590207.562500 Penalty: 4345.961914
	Iteration 12Q: 3 clusters Score -590207.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -590339.500000 Penalty: 4345.961914
	Iteration 13Q: 3 clusters Score -590339.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -590514.250000 Penalty: 4345.961914
	Iteration 14Q: 3 clusters Score -590514.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -590722.437500 Penalty: 4345.961914
	Iteration 15Q: 3 clusters Score -590722.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -590961.250000 Penalty: 4345.961914
	Iteration 16Q: 3 clusters Score -590961.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -591190.437500 Penalty: 4345.961914
	Iteration 17Q: 3 clusters Score -591190.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -591405.875000 Penalty: 4345.961914
	Iteration 18Q: 3 clusters Score -591405.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -591587.875000 Penalty: 4345.961914
	Iteration 19Q: 3 clusters Score -591587.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -591758.937500 Penalty: 4345.961914
	Iteration 20F: 3 clusters Score -591758.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -591847.437500 Penalty: 4345.961914
	Iteration 21Q: 3 clusters Score -591847.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -591913.437500 Penalty: 4345.961914
	Iteration 22Q: 3 clusters Score -591913.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -591957.625000 Penalty: 4345.961914
	Iteration 23Q: 3 clusters Score -591957.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -591991.687500 Penalty: 4345.961914
	Iteration 24Q: 3 clusters Score -591991.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -592014.312500 Penalty: 4345.961914
	Iteration 25Q: 3 clusters Score -592014.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -592028.937500 Penalty: 4345.961914
	Iteration 26Q: 3 clusters Score -592028.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -592039.375000 Penalty: 4345.961914
	Iteration 27Q: 3 clusters Score -592039.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -592046.125000 Penalty: 4345.961914
	Iteration 28Q: 3 clusters Score -592046.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -592050.062500 Penalty: 4345.961914
	Iteration 29Q: 3 clusters Score -592050.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -592056.312500 Penalty: 4345.961914
	Iteration 30Q: 3 clusters Score -592056.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -592059.812500 Penalty: 4345.961914
	Iteration 31Q: 3 clusters Score -592059.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -592061.437500 Penalty: 4345.961914
	Iteration 32Q: 3 clusters Score -592061.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -592065.562500 Penalty: 4345.961914
	Iteration 33Q: 3 clusters Score -592065.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -592067.375000 Penalty: 4345.961914
	Iteration 34Q: 3 clusters Score -592067.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -592073.500000 Penalty: 4345.961914
	Iteration 35Q: 3 clusters Score -592073.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -592074.750000 Penalty: 4345.961914
	Iteration 36Q: 3 clusters Score -592074.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -592077.000000 Penalty: 4345.961914
	Iteration 37Q: 3 clusters Score -592077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -592077.437500 Penalty: 4345.961914
	Iteration 38Q: 3 clusters Score -592077.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -592077.562500 Penalty: 4345.961914
	Iteration 39Q: 3 clusters Score -592077.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -592078.062500 Penalty: 4345.961914
	Iteration 40F: 3 clusters Score -592078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -592078.750000 Penalty: 4345.961914
	Iteration 41Q: 3 clusters Score -592078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -592078.937500 Penalty: 4345.961914
	Iteration 42Q: 3 clusters Score -592078.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -592078.937500 Penalty: 4345.961914
	Iteration 43F: 3 clusters Score -592078.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Entering Unmasked Estep 
Score: -1477640.000000 Penalty: 2394.144287
	Iteration 0F: 2 clusters Score -1477640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1466423.000000 Penalty: 4788.288574
	Iteration 0F: 3 clusters Score -1466423 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1470136.125000 Penalty: 4788.288574
	Iteration 1F: 3 clusters Score -1470136 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1470631.750000 Penalty: 4788.288574
	Iteration 2F: 3 clusters Score -1470632 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1471072.000000 Penalty: 4788.288574
	Iteration 3F: 3 clusters Score -1471072 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1471475.500000 Penalty: 4788.288574
	Iteration 4F: 3 clusters Score -1471476 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1471858.250000 Penalty: 4788.288574
	Iteration 5Q: 3 clusters Score -1471858 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1472180.000000 Penalty: 4788.288574
	Iteration 6Q: 3 clusters Score -1472180 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1472452.500000 Penalty: 4788.288574
	Iteration 7Q: 3 clusters Score -1472452 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1472679.750000 Penalty: 4788.288574
	Iteration 8Q: 3 clusters Score -1472680 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1472847.750000 Penalty: 4788.288574
	Iteration 9Q: 3 clusters Score -1472848 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1473004.250000 Penalty: 4788.288574
	Iteration 10Q: 3 clusters Score -1473004 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1473131.500000 Penalty: 4788.288574
	Iteration 11Q: 3 clusters Score -1473132 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1473252.750000 Penalty: 4788.288574
	Iteration 12Q: 3 clusters Score -1473253 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1473414.375000 Penalty: 4788.288574
	Iteration 13Q: 3 clusters Score -1473414 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1473628.875000 Penalty: 4788.288574
	Iteration 14Q: 3 clusters Score -1473629 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1473874.375000 Penalty: 4788.288574
	Iteration 15Q: 3 clusters Score -1473874 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1474130.625000 Penalty: 4788.288574
	Iteration 16Q: 3 clusters Score -1474131 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1474346.750000 Penalty: 4788.288574
	Iteration 17Q: 3 clusters Score -1474347 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1474584.250000 Penalty: 4788.288574
	Iteration 18Q: 3 clusters Score -1474584 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1474821.500000 Penalty: 4788.288574
	Iteration 19Q: 3 clusters Score -1474822 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1475031.750000 Penalty: 4788.288574
	Iteration 20F: 3 clusters Score -1475032 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1475164.125000 Penalty: 4788.288574
	Iteration 21Q: 3 clusters Score -1475164 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1475253.875000 Penalty: 4788.288574
	Iteration 22Q: 3 clusters Score -1475254 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1475339.375000 Penalty: 4788.288574
	Iteration 23Q: 3 clusters Score -1475339 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1475413.125000 Penalty: 4788.288574
	Iteration 24Q: 3 clusters Score -1475413 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1475482.500000 Penalty: 4788.288574
	Iteration 25Q: 3 clusters Score -1475482 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1475557.500000 Penalty: 4788.288574
	Iteration 26Q: 3 clusters Score -1475558 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1475618.250000 Penalty: 4788.288574
	Iteration 27Q: 3 clusters Score -1475618 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1475702.875000 Penalty: 4788.288574
	Iteration 28Q: 3 clusters Score -1475703 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1475794.750000 Penalty: 4788.288574
	Iteration 29Q: 3 clusters Score -1475795 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1475909.000000 Penalty: 4788.288574
	Iteration 30Q: 3 clusters Score -1475909 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1476004.875000 Penalty: 4788.288574
	Iteration 31Q: 3 clusters Score -1476005 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1476105.500000 Penalty: 4788.288574
	Iteration 32Q: 3 clusters Score -1476106 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1476176.875000 Penalty: 4788.288574
	Iteration 33Q: 3 clusters Score -1476177 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1476249.750000 Penalty: 4788.288574
	Iteration 34Q: 3 clusters Score -1476250 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1476306.500000 Penalty: 4788.288574
	Iteration 35Q: 3 clusters Score -1476306 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1476356.000000 Penalty: 4788.288574
	Iteration 36Q: 3 clusters Score -1476356 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1476385.625000 Penalty: 4788.288574
	Iteration 37Q: 3 clusters Score -1476386 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1476412.250000 Penalty: 4788.288574
	Iteration 38Q: 3 clusters Score -1476412 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1476433.125000 Penalty: 4788.288574
	Iteration 39Q: 3 clusters Score -1476433 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1476441.625000 Penalty: 4788.288574
	Iteration 40F: 3 clusters Score -1476442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1476455.500000 Penalty: 4788.288574
	Iteration 41Q: 3 clusters Score -1476456 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1476477.125000 Penalty: 4788.288574
	Iteration 42Q: 3 clusters Score -1476477 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1476495.625000 Penalty: 4788.288574
	Iteration 43Q: 3 clusters Score -1476496 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1476500.375000 Penalty: 4788.288574
	Iteration 44Q: 3 clusters Score -1476500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1476519.000000 Penalty: 4788.288574
	Iteration 45Q: 3 clusters Score -1476519 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1476524.625000 Penalty: 4788.288574
	Iteration 46Q: 3 clusters Score -1476525 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1476538.625000 Penalty: 4788.288574
	Iteration 47Q: 3 clusters Score -1476539 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1476558.250000 Penalty: 4788.288574
	Iteration 48Q: 3 clusters Score -1476558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1476570.000000 Penalty: 4788.288574
	Iteration 49Q: 3 clusters Score -1476570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1476577.625000 Penalty: 4788.288574
	Iteration 50Q: 3 clusters Score -1476578 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1476592.625000 Penalty: 4788.288574
	Iteration 51Q: 3 clusters Score -1476593 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1476611.000000 Penalty: 4788.288574
	Iteration 52Q: 3 clusters Score -1476611 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1476619.750000 Penalty: 4788.288574
	Iteration 53Q: 3 clusters Score -1476620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1476618.000000 Penalty: 4788.288574
	Iteration 54Q: 3 clusters Score -1476618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1476628.250000 Penalty: 4788.288574
	Iteration 55Q: 3 clusters Score -1476628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1476630.625000 Penalty: 4788.288574
	Iteration 56Q: 3 clusters Score -1476631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1476633.750000 Penalty: 4788.288574
	Iteration 57Q: 3 clusters Score -1476634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1476635.625000 Penalty: 4788.288574
	Iteration 58Q: 3 clusters Score -1476636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1476640.000000 Penalty: 4788.288574
	Iteration 59Q: 3 clusters Score -1476640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1476642.250000 Penalty: 4788.288574
	Iteration 60F: 3 clusters Score -1476642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1476646.125000 Penalty: 4788.288574
	Iteration 61Q: 3 clusters Score -1476646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1476653.750000 Penalty: 4788.288574
	Iteration 62Q: 3 clusters Score -1476654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1476655.750000 Penalty: 4788.288574
	Iteration 63Q: 3 clusters Score -1476656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1476659.500000 Penalty: 4788.288574
	Iteration 64Q: 3 clusters Score -1476660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1476662.750000 Penalty: 4788.288574
	Iteration 65Q: 3 clusters Score -1476663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1476664.750000 Penalty: 4788.288574
	Iteration 66Q: 3 clusters Score -1476665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1476670.000000 Penalty: 4788.288574
	Iteration 67Q: 3 clusters Score -1476670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1476672.000000 Penalty: 4788.288574
	Iteration 68Q: 3 clusters Score -1476672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1476675.500000 Penalty: 4788.288574
	Iteration 69Q: 3 clusters Score -1476676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1476678.375000 Penalty: 4788.288574
	Iteration 70Q: 3 clusters Score -1476678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1476684.625000 Penalty: 4788.288574
	Iteration 71Q: 3 clusters Score -1476685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1476684.625000 Penalty: 4788.288574
	Iteration 72Q: 3 clusters Score -1476685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1476682.500000 Penalty: 4788.288574
	Iteration 73Q: 3 clusters Score -1476682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1476685.875000 Penalty: 4788.288574
	Iteration 74Q: 3 clusters Score -1476686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1476685.500000 Penalty: 4788.288574
	Iteration 75Q: 3 clusters Score -1476686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1476687.625000 Penalty: 4788.288574
	Iteration 76Q: 3 clusters Score -1476688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1476686.500000 Penalty: 4788.288574
	Iteration 77Q: 3 clusters Score -1476686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1476692.000000 Penalty: 4788.288574
	Iteration 78Q: 3 clusters Score -1476692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1476697.500000 Penalty: 4788.288574
	Iteration 79Q: 3 clusters Score -1476698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1476696.625000 Penalty: 4788.288574
	Iteration 80F: 3 clusters Score -1476697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1476697.125000 Penalty: 4788.288574
	Iteration 81Q: 3 clusters Score -1476697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1476698.125000 Penalty: 4788.288574
	Iteration 82Q: 3 clusters Score -1476698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1476701.625000 Penalty: 4788.288574
	Iteration 83Q: 3 clusters Score -1476702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1476706.500000 Penalty: 4788.288574
	Iteration 84Q: 3 clusters Score -1476706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1476707.000000 Penalty: 4788.288574
	Iteration 85Q: 3 clusters Score -1476707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1476711.375000 Penalty: 4788.288574
	Iteration 86Q: 3 clusters Score -1476711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1476710.750000 Penalty: 4788.288574
	Iteration 87Q: 3 clusters Score -1476711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1476718.875000 Penalty: 4788.288574
	Iteration 88Q: 3 clusters Score -1476719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1476716.000000 Penalty: 4788.288574
	Iteration 89Q: 3 clusters Score -1476716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1476715.750000 Penalty: 4788.288574
	Iteration 90Q: 3 clusters Score -1476716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1476720.250000 Penalty: 4788.288574
	Iteration 91Q: 3 clusters Score -1476720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1476718.875000 Penalty: 4788.288574
	Iteration 92Q: 3 clusters Score -1476719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1476719.875000 Penalty: 4788.288574
	Iteration 93Q: 3 clusters Score -1476720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1476721.000000 Penalty: 4788.288574
	Iteration 94Q: 3 clusters Score -1476721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1476721.000000 Penalty: 4788.288574
	Iteration 95F: 3 clusters Score -1476721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (227983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227983 members 
Entering Unmasked Estep 
Score: -22442812.000000 Penalty: 3059.582520
	Iteration 0F: 2 clusters Score -2.244281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114202 members 
Mstep: Class 2 contains 113781 members 
Entering Unmasked Estep 
Score: -22290626.000000 Penalty: 6119.165039
	Iteration 0F: 3 clusters Score -2.229063e+07 nChanged 109844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118008 members 
Mstep: Class 2 contains 109975 members 
Entering Unmasked Estep 
Score: -22354838.000000 Penalty: 6119.165039
	Iteration 1F: 3 clusters Score -2.235484e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120563 members 
Mstep: Class 2 contains 107420 members 
Entering Unmasked Estep 
Score: -22356012.000000 Penalty: 6119.165039
	Iteration 2Q: 3 clusters Score -2.235601e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124612 members 
Mstep: Class 2 contains 103371 members 
Entering Unmasked Estep 
Score: -22357704.000000 Penalty: 6119.165039
	Iteration 3Q: 3 clusters Score -2.23577e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131077 members 
Mstep: Class 2 contains 96906 members 
Entering Unmasked Estep 
Score: -22360740.000000 Penalty: 6119.165039
	Iteration 4Q: 3 clusters Score -2.236074e+07 nChanged 11796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141077 members 
Mstep: Class 2 contains 86906 members 
Entering Unmasked Estep 
Score: -22366288.000000 Penalty: 6119.165039
	Iteration 5F: 3 clusters Score -2.236629e+07 nChanged 15690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155391 members 
Mstep: Class 2 contains 72592 members 
Entering Unmasked Estep 
Score: -22376368.000000 Penalty: 6119.165039
	Iteration 6F: 3 clusters Score -2.237637e+07 nChanged 18915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173356 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -22391316.000000 Penalty: 6119.165039
	Iteration 7F: 3 clusters Score -2.239132e+07 nChanged 18935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191731 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -22407632.000000 Penalty: 6119.165039
	Iteration 8F: 3 clusters Score -2.240763e+07 nChanged 15119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206700 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -22421284.000000 Penalty: 6119.165039
	Iteration 9F: 3 clusters Score -2.242128e+07 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216799 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -22430682.000000 Penalty: 6119.165039
	Iteration 10Q: 3 clusters Score -2.243068e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222670 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -22435952.000000 Penalty: 6119.165039
	Iteration 11Q: 3 clusters Score -2.243595e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225481 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -22438570.000000 Penalty: 6119.165039
	Iteration 12Q: 3 clusters Score -2.243857e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226532 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -22439556.000000 Penalty: 6119.165039
	Iteration 13Q: 3 clusters Score -2.243956e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226891 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -22439958.000000 Penalty: 6119.165039
	Iteration 14Q: 3 clusters Score -2.243996e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227061 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -22440140.000000 Penalty: 6119.165039
	Iteration 15Q: 3 clusters Score -2.244014e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227141 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -22440234.000000 Penalty: 6119.165039
	Iteration 16Q: 3 clusters Score -2.244023e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227172 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -22440312.000000 Penalty: 6119.165039
	Iteration 17Q: 3 clusters Score -2.244031e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227181 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -22440386.000000 Penalty: 6119.165039
	Iteration 18Q: 3 clusters Score -2.244039e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227179 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -22440418.000000 Penalty: 6119.165039
	Iteration 19Q: 3 clusters Score -2.244042e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227184 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -22440434.000000 Penalty: 6119.165039
	Iteration 20F: 3 clusters Score -2.244043e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227193 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -22440448.000000 Penalty: 6119.165039
	Iteration 21Q: 3 clusters Score -2.244045e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227203 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -22440466.000000 Penalty: 6119.165039
	Iteration 22Q: 3 clusters Score -2.244047e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227207 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -22440494.000000 Penalty: 6119.165039
	Iteration 23Q: 3 clusters Score -2.244049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227206 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -22440496.000000 Penalty: 6119.165039
	Iteration 24Q: 3 clusters Score -2.24405e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227207 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -22440504.000000 Penalty: 6119.165039
	Iteration 25Q: 3 clusters Score -2.24405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227202 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -22440518.000000 Penalty: 6119.165039
	Iteration 26Q: 3 clusters Score -2.244052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227200 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -22440498.000000 Penalty: 6119.165039
	Iteration 27Q: 3 clusters Score -2.24405e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227198 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -22440488.000000 Penalty: 6119.165039
	Iteration 28Q: 3 clusters Score -2.244049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227200 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -22440492.000000 Penalty: 6119.165039
	Iteration 29Q: 3 clusters Score -2.244049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227200 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -22440492.000000 Penalty: 6119.165039
	Iteration 30Q: 3 clusters Score -2.244049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227200 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -22440490.000000 Penalty: 6119.165039
	Iteration 31Q: 3 clusters Score -2.244049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227202 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -22440506.000000 Penalty: 6119.165039
	Iteration 32Q: 3 clusters Score -2.244051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227199 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -22440510.000000 Penalty: 6119.165039
	Iteration 33Q: 3 clusters Score -2.244051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227199 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -22440522.000000 Penalty: 6119.165039
	Iteration 34Q: 3 clusters Score -2.244052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227197 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -22440520.000000 Penalty: 6119.165039
	Iteration 35Q: 3 clusters Score -2.244052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227198 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -22440518.000000 Penalty: 6119.165039
	Iteration 36Q: 3 clusters Score -2.244052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227198 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -22440522.000000 Penalty: 6119.165039
	Iteration 37Q: 3 clusters Score -2.244052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227198 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -22440522.000000 Penalty: 6119.165039
	Iteration 38F: 3 clusters Score -2.244052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Entering Unmasked Estep 
Score: -840345.000000 Penalty: 2262.459229
	Iteration 0F: 2 clusters Score -840345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -833218.937500 Penalty: 4524.918457
	Iteration 0F: 3 clusters Score -833218.9 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -835169.875000 Penalty: 4524.918457
	Iteration 1F: 3 clusters Score -835169.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -835455.687500 Penalty: 4524.918457
	Iteration 2F: 3 clusters Score -835455.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -835663.437500 Penalty: 4524.918457
	Iteration 3Q: 3 clusters Score -835663.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -835839.750000 Penalty: 4524.918457
	Iteration 4Q: 3 clusters Score -835839.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -835990.437500 Penalty: 4524.918457
	Iteration 5Q: 3 clusters Score -835990.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -836183.812500 Penalty: 4524.918457
	Iteration 6Q: 3 clusters Score -836183.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -836435.437500 Penalty: 4524.918457
	Iteration 7Q: 3 clusters Score -836435.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -836745.250000 Penalty: 4524.918457
	Iteration 8Q: 3 clusters Score -836745.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -837128.437500 Penalty: 4524.918457
	Iteration 9Q: 3 clusters Score -837128.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -837562.562500 Penalty: 4524.918457
	Iteration 10F: 3 clusters Score -837562.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -837934.500000 Penalty: 4524.918457
	Iteration 11F: 3 clusters Score -837934.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -838258.812500 Penalty: 4524.918457
	Iteration 12Q: 3 clusters Score -838258.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -838517.000000 Penalty: 4524.918457
	Iteration 13Q: 3 clusters Score -838517 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -838743.000000 Penalty: 4524.918457
	Iteration 14Q: 3 clusters Score -838743 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -838957.750000 Penalty: 4524.918457
	Iteration 15Q: 3 clusters Score -838957.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -839142.000000 Penalty: 4524.918457
	Iteration 16Q: 3 clusters Score -839142 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -839283.375000 Penalty: 4524.918457
	Iteration 17Q: 3 clusters Score -839283.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -839377.500000 Penalty: 4524.918457
	Iteration 18Q: 3 clusters Score -839377.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -839429.187500 Penalty: 4524.918457
	Iteration 19Q: 3 clusters Score -839429.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -839456.625000 Penalty: 4524.918457
	Iteration 20F: 3 clusters Score -839456.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -839479.875000 Penalty: 4524.918457
	Iteration 21Q: 3 clusters Score -839479.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -839489.875000 Penalty: 4524.918457
	Iteration 22Q: 3 clusters Score -839489.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -839499.937500 Penalty: 4524.918457
	Iteration 23Q: 3 clusters Score -839499.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -839507.125000 Penalty: 4524.918457
	Iteration 24Q: 3 clusters Score -839507.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -839511.187500 Penalty: 4524.918457
	Iteration 25Q: 3 clusters Score -839511.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -839514.562500 Penalty: 4524.918457
	Iteration 26Q: 3 clusters Score -839514.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -839516.500000 Penalty: 4524.918457
	Iteration 27Q: 3 clusters Score -839516.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -839523.062500 Penalty: 4524.918457
	Iteration 28Q: 3 clusters Score -839523.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -839523.562500 Penalty: 4524.918457
	Iteration 29Q: 3 clusters Score -839523.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -839523.875000 Penalty: 4524.918457
	Iteration 30Q: 3 clusters Score -839523.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -839523.937500 Penalty: 4524.918457
	Iteration 31Q: 3 clusters Score -839523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -839525.937500 Penalty: 4524.918457
	Iteration 32Q: 3 clusters Score -839525.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -839524.437500 Penalty: 4524.918457
	Iteration 33Q: 3 clusters Score -839524.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -839526.062500 Penalty: 4524.918457
	Iteration 34Q: 3 clusters Score -839526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -839527.062500 Penalty: 4524.918457
	Iteration 35Q: 3 clusters Score -839527.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -839526.812500 Penalty: 4524.918457
	Iteration 36Q: 3 clusters Score -839526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -839527.437500 Penalty: 4524.918457
	Iteration 37Q: 3 clusters Score -839527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -839526.062500 Penalty: 4524.918457
	Iteration 38Q: 3 clusters Score -839526.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -839528.250000 Penalty: 4524.918457
	Iteration 39Q: 3 clusters Score -839528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -839528.000000 Penalty: 4524.918457
	Iteration 40F: 3 clusters Score -839528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -839528.750000 Penalty: 4524.918457
	Iteration 41Q: 3 clusters Score -839528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -839529.937500 Penalty: 4524.918457
	Iteration 42Q: 3 clusters Score -839529.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -839529.250000 Penalty: 4524.918457
	Iteration 43Q: 3 clusters Score -839529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -839528.500000 Penalty: 4524.918457
	Iteration 44Q: 3 clusters Score -839528.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -839528.812500 Penalty: 4524.918457
	Iteration 45Q: 3 clusters Score -839528.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -839528.937500 Penalty: 4524.918457
	Iteration 46Q: 3 clusters Score -839528.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -839530.687500 Penalty: 4524.918457
	Iteration 47Q: 3 clusters Score -839530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -839530.437500 Penalty: 4524.918457
	Iteration 48Q: 3 clusters Score -839530.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -839530.437500 Penalty: 4524.918457
	Iteration 49Q: 3 clusters Score -839530.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -839529.687500 Penalty: 4524.918457
	Iteration 50Q: 3 clusters Score -839529.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -839528.687500 Penalty: 4524.918457
	Iteration 51Q: 3 clusters Score -839528.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -839528.687500 Penalty: 4524.918457
	Iteration 52F: 3 clusters Score -839528.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Entering Unmasked Estep 
Score: -925571.312500 Penalty: 2277.503906
	Iteration 0F: 2 clusters Score -925571.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -918058.812500 Penalty: 4555.007812
	Iteration 0F: 3 clusters Score -918058.8 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -920320.062500 Penalty: 4555.007812
	Iteration 1F: 3 clusters Score -920320.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -920661.875000 Penalty: 4555.007812
	Iteration 2F: 3 clusters Score -920661.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -920919.625000 Penalty: 4555.007812
	Iteration 3F: 3 clusters Score -920919.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -921145.625000 Penalty: 4555.007812
	Iteration 4Q: 3 clusters Score -921145.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -921450.937500 Penalty: 4555.007812
	Iteration 5Q: 3 clusters Score -921450.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -921848.625000 Penalty: 4555.007812
	Iteration 6F: 3 clusters Score -921848.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -922347.250000 Penalty: 4555.007812
	Iteration 7F: 3 clusters Score -922347.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -922911.062500 Penalty: 4555.007812
	Iteration 8F: 3 clusters Score -922911.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -923428.812500 Penalty: 4555.007812
	Iteration 9F: 3 clusters Score -923428.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -923798.687500 Penalty: 4555.007812
	Iteration 10F: 3 clusters Score -923798.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -924038.000000 Penalty: 4555.007812
	Iteration 11Q: 3 clusters Score -924038 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -924208.562500 Penalty: 4555.007812
	Iteration 12Q: 3 clusters Score -924208.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -924320.875000 Penalty: 4555.007812
	Iteration 13Q: 3 clusters Score -924320.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -924396.750000 Penalty: 4555.007812
	Iteration 14Q: 3 clusters Score -924396.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -924466.875000 Penalty: 4555.007812
	Iteration 15Q: 3 clusters Score -924466.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -924529.437500 Penalty: 4555.007812
	Iteration 16Q: 3 clusters Score -924529.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -924581.750000 Penalty: 4555.007812
	Iteration 17Q: 3 clusters Score -924581.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -924634.062500 Penalty: 4555.007812
	Iteration 18Q: 3 clusters Score -924634.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -924675.125000 Penalty: 4555.007812
	Iteration 19Q: 3 clusters Score -924675.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -924723.000000 Penalty: 4555.007812
	Iteration 20F: 3 clusters Score -924723 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -924751.562500 Penalty: 4555.007812
	Iteration 21Q: 3 clusters Score -924751.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -924777.937500 Penalty: 4555.007812
	Iteration 22Q: 3 clusters Score -924777.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -924794.312500 Penalty: 4555.007812
	Iteration 23Q: 3 clusters Score -924794.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -924809.250000 Penalty: 4555.007812
	Iteration 24Q: 3 clusters Score -924809.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -924814.437500 Penalty: 4555.007812
	Iteration 25Q: 3 clusters Score -924814.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -924819.625000 Penalty: 4555.007812
	Iteration 26Q: 3 clusters Score -924819.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -924826.375000 Penalty: 4555.007812
	Iteration 27Q: 3 clusters Score -924826.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -924831.250000 Penalty: 4555.007812
	Iteration 28Q: 3 clusters Score -924831.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -924836.562500 Penalty: 4555.007812
	Iteration 29Q: 3 clusters Score -924836.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -924841.812500 Penalty: 4555.007812
	Iteration 30Q: 3 clusters Score -924841.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -924847.187500 Penalty: 4555.007812
	Iteration 31Q: 3 clusters Score -924847.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -924851.812500 Penalty: 4555.007812
	Iteration 32Q: 3 clusters Score -924851.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -924859.312500 Penalty: 4555.007812
	Iteration 33Q: 3 clusters Score -924859.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -924865.875000 Penalty: 4555.007812
	Iteration 34Q: 3 clusters Score -924865.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -924872.500000 Penalty: 4555.007812
	Iteration 35Q: 3 clusters Score -924872.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -924875.875000 Penalty: 4555.007812
	Iteration 36Q: 3 clusters Score -924875.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -924882.625000 Penalty: 4555.007812
	Iteration 37Q: 3 clusters Score -924882.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -924885.062500 Penalty: 4555.007812
	Iteration 38Q: 3 clusters Score -924885.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -924890.875000 Penalty: 4555.007812
	Iteration 39Q: 3 clusters Score -924890.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -924893.187500 Penalty: 4555.007812
	Iteration 40F: 3 clusters Score -924893.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -924895.250000 Penalty: 4555.007812
	Iteration 41Q: 3 clusters Score -924895.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -924898.937500 Penalty: 4555.007812
	Iteration 42Q: 3 clusters Score -924898.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -924904.062500 Penalty: 4555.007812
	Iteration 43Q: 3 clusters Score -924904.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -924907.562500 Penalty: 4555.007812
	Iteration 44Q: 3 clusters Score -924907.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -924907.000000 Penalty: 4555.007812
	Iteration 45Q: 3 clusters Score -924907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -924907.687500 Penalty: 4555.007812
	Iteration 46Q: 3 clusters Score -924907.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -924907.625000 Penalty: 4555.007812
	Iteration 47Q: 3 clusters Score -924907.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -924906.500000 Penalty: 4555.007812
	Iteration 48Q: 3 clusters Score -924906.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -924906.500000 Penalty: 4555.007812
	Iteration 49F: 3 clusters Score -924906.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Entering Unmasked Estep 
Score: -1442908.000000 Penalty: 2398.029297
	Iteration 0F: 2 clusters Score -1442908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1431422.500000 Penalty: 4796.058594
	Iteration 0F: 3 clusters Score -1431422 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1435242.875000 Penalty: 4796.058594
	Iteration 1F: 3 clusters Score -1435243 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1435820.500000 Penalty: 4796.058594
	Iteration 2F: 3 clusters Score -1435820 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1436422.250000 Penalty: 4796.058594
	Iteration 3F: 3 clusters Score -1436422 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1437107.625000 Penalty: 4796.058594
	Iteration 4F: 3 clusters Score -1437108 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1437809.500000 Penalty: 4796.058594
	Iteration 5F: 3 clusters Score -1437810 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1438442.375000 Penalty: 4796.058594
	Iteration 6F: 3 clusters Score -1438442 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1438914.625000 Penalty: 4796.058594
	Iteration 7F: 3 clusters Score -1438915 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1439264.750000 Penalty: 4796.058594
	Iteration 8Q: 3 clusters Score -1439265 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1439505.875000 Penalty: 4796.058594
	Iteration 9Q: 3 clusters Score -1439506 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1439705.375000 Penalty: 4796.058594
	Iteration 10Q: 3 clusters Score -1439705 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1439848.750000 Penalty: 4796.058594
	Iteration 11Q: 3 clusters Score -1439849 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1439963.625000 Penalty: 4796.058594
	Iteration 12Q: 3 clusters Score -1439964 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1440062.875000 Penalty: 4796.058594
	Iteration 13Q: 3 clusters Score -1440063 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1440157.125000 Penalty: 4796.058594
	Iteration 14Q: 3 clusters Score -1440157 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1440251.500000 Penalty: 4796.058594
	Iteration 15Q: 3 clusters Score -1440252 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1440326.375000 Penalty: 4796.058594
	Iteration 16Q: 3 clusters Score -1440326 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1440394.125000 Penalty: 4796.058594
	Iteration 17Q: 3 clusters Score -1440394 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1440457.875000 Penalty: 4796.058594
	Iteration 18Q: 3 clusters Score -1440458 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1440525.500000 Penalty: 4796.058594
	Iteration 19Q: 3 clusters Score -1440526 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1440582.500000 Penalty: 4796.058594
	Iteration 20F: 3 clusters Score -1440582 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1440649.000000 Penalty: 4796.058594
	Iteration 21Q: 3 clusters Score -1440649 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1440719.250000 Penalty: 4796.058594
	Iteration 22Q: 3 clusters Score -1440719 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1440783.875000 Penalty: 4796.058594
	Iteration 23Q: 3 clusters Score -1440784 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1440873.875000 Penalty: 4796.058594
	Iteration 24Q: 3 clusters Score -1440874 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1440951.875000 Penalty: 4796.058594
	Iteration 25Q: 3 clusters Score -1440952 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1441038.500000 Penalty: 4796.058594
	Iteration 26Q: 3 clusters Score -1441038 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1441125.750000 Penalty: 4796.058594
	Iteration 27Q: 3 clusters Score -1441126 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1441214.625000 Penalty: 4796.058594
	Iteration 28Q: 3 clusters Score -1441215 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1441282.250000 Penalty: 4796.058594
	Iteration 29Q: 3 clusters Score -1441282 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1441353.125000 Penalty: 4796.058594
	Iteration 30Q: 3 clusters Score -1441353 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1441405.625000 Penalty: 4796.058594
	Iteration 31Q: 3 clusters Score -1441406 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1441459.000000 Penalty: 4796.058594
	Iteration 32Q: 3 clusters Score -1441459 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1441506.625000 Penalty: 4796.058594
	Iteration 33Q: 3 clusters Score -1441507 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1441548.875000 Penalty: 4796.058594
	Iteration 34Q: 3 clusters Score -1441549 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1441591.750000 Penalty: 4796.058594
	Iteration 35Q: 3 clusters Score -1441592 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1441620.125000 Penalty: 4796.058594
	Iteration 36Q: 3 clusters Score -1441620 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1441648.250000 Penalty: 4796.058594
	Iteration 37Q: 3 clusters Score -1441648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1441665.000000 Penalty: 4796.058594
	Iteration 38Q: 3 clusters Score -1441665 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1441682.250000 Penalty: 4796.058594
	Iteration 39Q: 3 clusters Score -1441682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1441694.875000 Penalty: 4796.058594
	Iteration 40F: 3 clusters Score -1441695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1441710.625000 Penalty: 4796.058594
	Iteration 41Q: 3 clusters Score -1441711 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1441727.625000 Penalty: 4796.058594
	Iteration 42Q: 3 clusters Score -1441728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1441735.000000 Penalty: 4796.058594
	Iteration 43Q: 3 clusters Score -1441735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1441739.625000 Penalty: 4796.058594
	Iteration 44Q: 3 clusters Score -1441740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1441747.500000 Penalty: 4796.058594
	Iteration 45Q: 3 clusters Score -1441748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1441750.000000 Penalty: 4796.058594
	Iteration 46Q: 3 clusters Score -1441750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1441759.125000 Penalty: 4796.058594
	Iteration 47Q: 3 clusters Score -1441759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1441762.250000 Penalty: 4796.058594
	Iteration 48Q: 3 clusters Score -1441762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1441765.375000 Penalty: 4796.058594
	Iteration 49Q: 3 clusters Score -1441765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1441768.375000 Penalty: 4796.058594
	Iteration 50Q: 3 clusters Score -1441768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1441774.250000 Penalty: 4796.058594
	Iteration 51Q: 3 clusters Score -1441774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1441776.875000 Penalty: 4796.058594
	Iteration 52Q: 3 clusters Score -1441777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1441780.750000 Penalty: 4796.058594
	Iteration 53Q: 3 clusters Score -1441781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1441781.250000 Penalty: 4796.058594
	Iteration 54Q: 3 clusters Score -1441781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1441780.625000 Penalty: 4796.058594
	Iteration 55Q: 3 clusters Score -1441781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1441785.750000 Penalty: 4796.058594
	Iteration 56Q: 3 clusters Score -1441786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1441783.875000 Penalty: 4796.058594
	Iteration 57Q: 3 clusters Score -1441784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1441787.375000 Penalty: 4796.058594
	Iteration 58Q: 3 clusters Score -1441787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1441789.375000 Penalty: 4796.058594
	Iteration 59Q: 3 clusters Score -1441789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1441789.500000 Penalty: 4796.058594
	Iteration 60F: 3 clusters Score -1441790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1441790.250000 Penalty: 4796.058594
	Iteration 61Q: 3 clusters Score -1441790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1441790.500000 Penalty: 4796.058594
	Iteration 62Q: 3 clusters Score -1441790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1441790.500000 Penalty: 4796.058594
	Iteration 63F: 3 clusters Score -1441790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -493540.156250 Penalty: 2129.321289
	Iteration 0F: 2 clusters Score -493540.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -488770.468750 Penalty: 4258.642578
	Iteration 0F: 3 clusters Score -488770.5 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -489848.000000 Penalty: 4258.642578
	Iteration 1F: 3 clusters Score -489848 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -490065.312500 Penalty: 4258.642578
	Iteration 2F: 3 clusters Score -490065.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -490232.781250 Penalty: 4258.642578
	Iteration 3F: 3 clusters Score -490232.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -490356.937500 Penalty: 4258.642578
	Iteration 4Q: 3 clusters Score -490356.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -490483.687500 Penalty: 4258.642578
	Iteration 5Q: 3 clusters Score -490483.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -490598.625000 Penalty: 4258.642578
	Iteration 6Q: 3 clusters Score -490598.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -490691.687500 Penalty: 4258.642578
	Iteration 7Q: 3 clusters Score -490691.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -490775.593750 Penalty: 4258.642578
	Iteration 8Q: 3 clusters Score -490775.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -490866.437500 Penalty: 4258.642578
	Iteration 9Q: 3 clusters Score -490866.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -490960.500000 Penalty: 4258.642578
	Iteration 10Q: 3 clusters Score -490960.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -491072.437500 Penalty: 4258.642578
	Iteration 11Q: 3 clusters Score -491072.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -491231.093750 Penalty: 4258.642578
	Iteration 12Q: 3 clusters Score -491231.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -491403.000000 Penalty: 4258.642578
	Iteration 13Q: 3 clusters Score -491403 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -491563.031250 Penalty: 4258.642578
	Iteration 14Q: 3 clusters Score -491563 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -491714.218750 Penalty: 4258.642578
	Iteration 15Q: 3 clusters Score -491714.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -491847.437500 Penalty: 4258.642578
	Iteration 16Q: 3 clusters Score -491847.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -491946.562500 Penalty: 4258.642578
	Iteration 17Q: 3 clusters Score -491946.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -492012.343750 Penalty: 4258.642578
	Iteration 18Q: 3 clusters Score -492012.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -492056.250000 Penalty: 4258.642578
	Iteration 19Q: 3 clusters Score -492056.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -492087.812500 Penalty: 4258.642578
	Iteration 20F: 3 clusters Score -492087.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -492112.281250 Penalty: 4258.642578
	Iteration 21Q: 3 clusters Score -492112.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -492134.218750 Penalty: 4258.642578
	Iteration 22Q: 3 clusters Score -492134.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -492147.437500 Penalty: 4258.642578
	Iteration 23Q: 3 clusters Score -492147.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -492160.375000 Penalty: 4258.642578
	Iteration 24Q: 3 clusters Score -492160.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -492174.375000 Penalty: 4258.642578
	Iteration 25Q: 3 clusters Score -492174.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -492187.906250 Penalty: 4258.642578
	Iteration 26Q: 3 clusters Score -492187.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -492201.718750 Penalty: 4258.642578
	Iteration 27Q: 3 clusters Score -492201.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -492212.500000 Penalty: 4258.642578
	Iteration 28Q: 3 clusters Score -492212.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -492228.812500 Penalty: 4258.642578
	Iteration 29Q: 3 clusters Score -492228.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -492248.093750 Penalty: 4258.642578
	Iteration 30Q: 3 clusters Score -492248.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -492274.218750 Penalty: 4258.642578
	Iteration 31Q: 3 clusters Score -492274.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -492296.156250 Penalty: 4258.642578
	Iteration 32Q: 3 clusters Score -492296.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -492311.375000 Penalty: 4258.642578
	Iteration 33Q: 3 clusters Score -492311.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -492324.187500 Penalty: 4258.642578
	Iteration 34Q: 3 clusters Score -492324.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -492338.281250 Penalty: 4258.642578
	Iteration 35Q: 3 clusters Score -492338.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -492355.531250 Penalty: 4258.642578
	Iteration 36Q: 3 clusters Score -492355.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -492369.562500 Penalty: 4258.642578
	Iteration 37Q: 3 clusters Score -492369.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -492382.687500 Penalty: 4258.642578
	Iteration 38Q: 3 clusters Score -492382.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -492407.062500 Penalty: 4258.642578
	Iteration 39Q: 3 clusters Score -492407.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -492432.750000 Penalty: 4258.642578
	Iteration 40F: 3 clusters Score -492432.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -492463.250000 Penalty: 4258.642578
	Iteration 41Q: 3 clusters Score -492463.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -492496.250000 Penalty: 4258.642578
	Iteration 42Q: 3 clusters Score -492496.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -492525.343750 Penalty: 4258.642578
	Iteration 43Q: 3 clusters Score -492525.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -492554.843750 Penalty: 4258.642578
	Iteration 44Q: 3 clusters Score -492554.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -492578.500000 Penalty: 4258.642578
	Iteration 45Q: 3 clusters Score -492578.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -492601.343750 Penalty: 4258.642578
	Iteration 46Q: 3 clusters Score -492601.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -492621.562500 Penalty: 4258.642578
	Iteration 47Q: 3 clusters Score -492621.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -492641.468750 Penalty: 4258.642578
	Iteration 48Q: 3 clusters Score -492641.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -492663.843750 Penalty: 4258.642578
	Iteration 49Q: 3 clusters Score -492663.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -492672.468750 Penalty: 4258.642578
	Iteration 50Q: 3 clusters Score -492672.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -492682.125000 Penalty: 4258.642578
	Iteration 51Q: 3 clusters Score -492682.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -492691.875000 Penalty: 4258.642578
	Iteration 52Q: 3 clusters Score -492691.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -492702.406250 Penalty: 4258.642578
	Iteration 53Q: 3 clusters Score -492702.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -492714.937500 Penalty: 4258.642578
	Iteration 54Q: 3 clusters Score -492714.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -492726.937500 Penalty: 4258.642578
	Iteration 55Q: 3 clusters Score -492726.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -492733.812500 Penalty: 4258.642578
	Iteration 56Q: 3 clusters Score -492733.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -492745.187500 Penalty: 4258.642578
	Iteration 57Q: 3 clusters Score -492745.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -492762.562500 Penalty: 4258.642578
	Iteration 58Q: 3 clusters Score -492762.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -492768.781250 Penalty: 4258.642578
	Iteration 59Q: 3 clusters Score -492768.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -492772.031250 Penalty: 4258.642578
	Iteration 60F: 3 clusters Score -492772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -492772.562500 Penalty: 4258.642578
	Iteration 61Q: 3 clusters Score -492772.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -492774.656250 Penalty: 4258.642578
	Iteration 62Q: 3 clusters Score -492774.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -492774.625000 Penalty: 4258.642578
	Iteration 63Q: 3 clusters Score -492774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -492775.468750 Penalty: 4258.642578
	Iteration 64Q: 3 clusters Score -492775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -492776.531250 Penalty: 4258.642578
	Iteration 65Q: 3 clusters Score -492776.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -492777.156250 Penalty: 4258.642578
	Iteration 66Q: 3 clusters Score -492777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -492777.156250 Penalty: 4258.642578
	Iteration 67F: 3 clusters Score -492777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Entering Unmasked Estep 
Score: -1118589.875000 Penalty: 2327.283936
	Iteration 0F: 2 clusters Score -1118590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1109738.750000 Penalty: 4654.567871
	Iteration 0F: 3 clusters Score -1109739 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1112365.125000 Penalty: 4654.567871
	Iteration 1F: 3 clusters Score -1112365 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1112755.250000 Penalty: 4654.567871
	Iteration 2F: 3 clusters Score -1112755 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1113077.375000 Penalty: 4654.567871
	Iteration 3F: 3 clusters Score -1113077 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1113341.750000 Penalty: 4654.567871
	Iteration 4Q: 3 clusters Score -1113342 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1113558.125000 Penalty: 4654.567871
	Iteration 5Q: 3 clusters Score -1113558 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1113739.500000 Penalty: 4654.567871
	Iteration 6Q: 3 clusters Score -1113740 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1113914.750000 Penalty: 4654.567871
	Iteration 7Q: 3 clusters Score -1113915 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1114098.125000 Penalty: 4654.567871
	Iteration 8Q: 3 clusters Score -1114098 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1114322.000000 Penalty: 4654.567871
	Iteration 9Q: 3 clusters Score -1114322 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1114586.250000 Penalty: 4654.567871
	Iteration 10Q: 3 clusters Score -1114586 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1114864.875000 Penalty: 4654.567871
	Iteration 11Q: 3 clusters Score -1114865 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1115147.500000 Penalty: 4654.567871
	Iteration 12Q: 3 clusters Score -1115148 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1115389.125000 Penalty: 4654.567871
	Iteration 13Q: 3 clusters Score -1115389 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1115639.500000 Penalty: 4654.567871
	Iteration 14Q: 3 clusters Score -1115640 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1115851.000000 Penalty: 4654.567871
	Iteration 15Q: 3 clusters Score -1115851 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1116028.500000 Penalty: 4654.567871
	Iteration 16Q: 3 clusters Score -1116028 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1116169.000000 Penalty: 4654.567871
	Iteration 17Q: 3 clusters Score -1116169 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1116292.500000 Penalty: 4654.567871
	Iteration 18Q: 3 clusters Score -1116292 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1116382.750000 Penalty: 4654.567871
	Iteration 19Q: 3 clusters Score -1116383 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1116471.375000 Penalty: 4654.567871
	Iteration 20F: 3 clusters Score -1116471 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1116569.750000 Penalty: 4654.567871
	Iteration 21Q: 3 clusters Score -1116570 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1116705.625000 Penalty: 4654.567871
	Iteration 22Q: 3 clusters Score -1116706 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1116888.500000 Penalty: 4654.567871
	Iteration 23Q: 3 clusters Score -1116888 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1117131.500000 Penalty: 4654.567871
	Iteration 24Q: 3 clusters Score -1117132 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1117460.500000 Penalty: 4654.567871
	Iteration 25Q: 3 clusters Score -1117460 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1117766.750000 Penalty: 4654.567871
	Iteration 26Q: 3 clusters Score -1117767 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1118023.875000 Penalty: 4654.567871
	Iteration 27Q: 3 clusters Score -1118024 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1118196.750000 Penalty: 4654.567871
	Iteration 28Q: 3 clusters Score -1118197 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1118296.375000 Penalty: 4654.567871
	Iteration 29Q: 3 clusters Score -1118296 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1118343.375000 Penalty: 4654.567871
	Iteration 30Q: 3 clusters Score -1118343 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1118372.125000 Penalty: 4654.567871
	Iteration 31Q: 3 clusters Score -1118372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1118394.625000 Penalty: 4654.567871
	Iteration 32Q: 3 clusters Score -1118395 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1118410.000000 Penalty: 4654.567871
	Iteration 33Q: 3 clusters Score -1118410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1118428.000000 Penalty: 4654.567871
	Iteration 34Q: 3 clusters Score -1118428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1118446.750000 Penalty: 4654.567871
	Iteration 35Q: 3 clusters Score -1118447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1118458.750000 Penalty: 4654.567871
	Iteration 36Q: 3 clusters Score -1118459 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1118475.625000 Penalty: 4654.567871
	Iteration 37Q: 3 clusters Score -1118476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1118484.000000 Penalty: 4654.567871
	Iteration 38Q: 3 clusters Score -1118484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1118495.750000 Penalty: 4654.567871
	Iteration 39Q: 3 clusters Score -1118496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1118522.500000 Penalty: 4654.567871
	Iteration 40F: 3 clusters Score -1118522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1118541.500000 Penalty: 4654.567871
	Iteration 41Q: 3 clusters Score -1118542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1118551.750000 Penalty: 4654.567871
	Iteration 42Q: 3 clusters Score -1118552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1118558.625000 Penalty: 4654.567871
	Iteration 43Q: 3 clusters Score -1118559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1118565.875000 Penalty: 4654.567871
	Iteration 44Q: 3 clusters Score -1118566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1118568.625000 Penalty: 4654.567871
	Iteration 45Q: 3 clusters Score -1118569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1118568.000000 Penalty: 4654.567871
	Iteration 46Q: 3 clusters Score -1118568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1118567.625000 Penalty: 4654.567871
	Iteration 47Q: 3 clusters Score -1118568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1118569.000000 Penalty: 4654.567871
	Iteration 48Q: 3 clusters Score -1118569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1118570.250000 Penalty: 4654.567871
	Iteration 49Q: 3 clusters Score -1118570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1118570.250000 Penalty: 4654.567871
	Iteration 50F: 3 clusters Score -1118570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Entering Unmasked Estep 
Score: -659430.250000 Penalty: 2199.506104
	Iteration 0F: 2 clusters Score -659430.2 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 3513 members 
Entering Unmasked Estep 
Score: -653558.250000 Penalty: 4399.012207
	Iteration 0F: 3 clusters Score -653558.2 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -655173.750000 Penalty: 4399.012207
	Iteration 1F: 3 clusters Score -655173.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -655439.875000 Penalty: 4399.012207
	Iteration 2F: 3 clusters Score -655439.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -655613.437500 Penalty: 4399.012207
	Iteration 3Q: 3 clusters Score -655613.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -655813.000000 Penalty: 4399.012207
	Iteration 4Q: 3 clusters Score -655813 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -656063.875000 Penalty: 4399.012207
	Iteration 5Q: 3 clusters Score -656063.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -656379.875000 Penalty: 4399.012207
	Iteration 6F: 3 clusters Score -656379.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -656743.750000 Penalty: 4399.012207
	Iteration 7F: 3 clusters Score -656743.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -657080.812500 Penalty: 4399.012207
	Iteration 8F: 3 clusters Score -657080.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -657374.375000 Penalty: 4399.012207
	Iteration 9F: 3 clusters Score -657374.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -657620.250000 Penalty: 4399.012207
	Iteration 10Q: 3 clusters Score -657620.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -657863.812500 Penalty: 4399.012207
	Iteration 11Q: 3 clusters Score -657863.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -658031.062500 Penalty: 4399.012207
	Iteration 12Q: 3 clusters Score -658031.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -658178.437500 Penalty: 4399.012207
	Iteration 13Q: 3 clusters Score -658178.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -658315.562500 Penalty: 4399.012207
	Iteration 14Q: 3 clusters Score -658315.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -658411.875000 Penalty: 4399.012207
	Iteration 15Q: 3 clusters Score -658411.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -658477.875000 Penalty: 4399.012207
	Iteration 16Q: 3 clusters Score -658477.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -658538.187500 Penalty: 4399.012207
	Iteration 17Q: 3 clusters Score -658538.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -658571.625000 Penalty: 4399.012207
	Iteration 18Q: 3 clusters Score -658571.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -658603.062500 Penalty: 4399.012207
	Iteration 19Q: 3 clusters Score -658603.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -658625.750000 Penalty: 4399.012207
	Iteration 20F: 3 clusters Score -658625.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -658640.937500 Penalty: 4399.012207
	Iteration 21Q: 3 clusters Score -658640.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -658660.750000 Penalty: 4399.012207
	Iteration 22Q: 3 clusters Score -658660.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -658676.062500 Penalty: 4399.012207
	Iteration 23Q: 3 clusters Score -658676.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -658685.562500 Penalty: 4399.012207
	Iteration 24Q: 3 clusters Score -658685.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -658689.812500 Penalty: 4399.012207
	Iteration 25Q: 3 clusters Score -658689.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -658695.687500 Penalty: 4399.012207
	Iteration 26Q: 3 clusters Score -658695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -658696.875000 Penalty: 4399.012207
	Iteration 27Q: 3 clusters Score -658696.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -658697.625000 Penalty: 4399.012207
	Iteration 28Q: 3 clusters Score -658697.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -658697.437500 Penalty: 4399.012207
	Iteration 29Q: 3 clusters Score -658697.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -658697.437500 Penalty: 4399.012207
	Iteration 30F: 3 clusters Score -658697.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Entering Unmasked Estep 
Score: -1168846.750000 Penalty: 2338.927979
	Iteration 0F: 2 clusters Score -1168847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1159599.375000 Penalty: 4677.855957
	Iteration 0F: 3 clusters Score -1159599 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1162276.250000 Penalty: 4677.855957
	Iteration 1F: 3 clusters Score -1162276 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1162588.125000 Penalty: 4677.855957
	Iteration 2F: 3 clusters Score -1162588 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1162809.125000 Penalty: 4677.855957
	Iteration 3Q: 3 clusters Score -1162809 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1162980.000000 Penalty: 4677.855957
	Iteration 4Q: 3 clusters Score -1162980 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1163173.500000 Penalty: 4677.855957
	Iteration 5Q: 3 clusters Score -1163174 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1163402.375000 Penalty: 4677.855957
	Iteration 6Q: 3 clusters Score -1163402 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1163648.750000 Penalty: 4677.855957
	Iteration 7Q: 3 clusters Score -1163649 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1163945.500000 Penalty: 4677.855957
	Iteration 8Q: 3 clusters Score -1163946 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1164277.500000 Penalty: 4677.855957
	Iteration 9Q: 3 clusters Score -1164278 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1164678.250000 Penalty: 4677.855957
	Iteration 10Q: 3 clusters Score -1164678 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1165143.125000 Penalty: 4677.855957
	Iteration 11Q: 3 clusters Score -1165143 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1165606.875000 Penalty: 4677.855957
	Iteration 12Q: 3 clusters Score -1165607 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1166038.500000 Penalty: 4677.855957
	Iteration 13Q: 3 clusters Score -1166038 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1166321.000000 Penalty: 4677.855957
	Iteration 14Q: 3 clusters Score -1166321 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1166519.250000 Penalty: 4677.855957
	Iteration 15Q: 3 clusters Score -1166519 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1166650.625000 Penalty: 4677.855957
	Iteration 16Q: 3 clusters Score -1166651 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1166725.375000 Penalty: 4677.855957
	Iteration 17Q: 3 clusters Score -1166725 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1166787.250000 Penalty: 4677.855957
	Iteration 18Q: 3 clusters Score -1166787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1166818.625000 Penalty: 4677.855957
	Iteration 19Q: 3 clusters Score -1166819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1166838.500000 Penalty: 4677.855957
	Iteration 20F: 3 clusters Score -1166838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1166854.375000 Penalty: 4677.855957
	Iteration 21Q: 3 clusters Score -1166854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1166863.375000 Penalty: 4677.855957
	Iteration 22Q: 3 clusters Score -1166863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1166865.750000 Penalty: 4677.855957
	Iteration 23Q: 3 clusters Score -1166866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1166869.750000 Penalty: 4677.855957
	Iteration 24Q: 3 clusters Score -1166870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1166872.375000 Penalty: 4677.855957
	Iteration 25Q: 3 clusters Score -1166872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1166878.250000 Penalty: 4677.855957
	Iteration 26Q: 3 clusters Score -1166878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1166881.875000 Penalty: 4677.855957
	Iteration 27Q: 3 clusters Score -1166882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1166884.375000 Penalty: 4677.855957
	Iteration 28Q: 3 clusters Score -1166884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1166886.375000 Penalty: 4677.855957
	Iteration 29Q: 3 clusters Score -1166886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1166888.250000 Penalty: 4677.855957
	Iteration 30Q: 3 clusters Score -1166888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1166891.250000 Penalty: 4677.855957
	Iteration 31Q: 3 clusters Score -1166891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1166896.750000 Penalty: 4677.855957
	Iteration 32Q: 3 clusters Score -1166897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1166900.250000 Penalty: 4677.855957
	Iteration 33Q: 3 clusters Score -1166900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1166901.500000 Penalty: 4677.855957
	Iteration 34Q: 3 clusters Score -1166902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1166908.000000 Penalty: 4677.855957
	Iteration 35Q: 3 clusters Score -1166908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1166909.125000 Penalty: 4677.855957
	Iteration 36Q: 3 clusters Score -1166909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1166908.875000 Penalty: 4677.855957
	Iteration 37Q: 3 clusters Score -1166909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1166908.875000 Penalty: 4677.855957
	Iteration 38F: 3 clusters Score -1166909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Entering Unmasked Estep 
Score: -609147.250000 Penalty: 2192.822510
	Iteration 0F: 2 clusters Score -609147.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -603412.750000 Penalty: 4385.645020
	Iteration 0F: 3 clusters Score -603412.8 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -605220.937500 Penalty: 4385.645020
	Iteration 1F: 3 clusters Score -605220.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -606062.125000 Penalty: 4385.645020
	Iteration 2F: 3 clusters Score -606062.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -606974.437500 Penalty: 4385.645020
	Iteration 3F: 3 clusters Score -606974.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -607748.562500 Penalty: 4385.645020
	Iteration 4F: 3 clusters Score -607748.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -608182.687500 Penalty: 4385.645020
	Iteration 5F: 3 clusters Score -608182.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -608394.875000 Penalty: 4385.645020
	Iteration 6Q: 3 clusters Score -608394.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -608489.375000 Penalty: 4385.645020
	Iteration 7Q: 3 clusters Score -608489.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -608541.750000 Penalty: 4385.645020
	Iteration 8Q: 3 clusters Score -608541.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -608574.375000 Penalty: 4385.645020
	Iteration 9Q: 3 clusters Score -608574.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -608598.375000 Penalty: 4385.645020
	Iteration 10Q: 3 clusters Score -608598.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -608619.250000 Penalty: 4385.645020
	Iteration 11Q: 3 clusters Score -608619.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -608638.437500 Penalty: 4385.645020
	Iteration 12Q: 3 clusters Score -608638.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -608655.250000 Penalty: 4385.645020
	Iteration 13Q: 3 clusters Score -608655.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -608680.937500 Penalty: 4385.645020
	Iteration 14Q: 3 clusters Score -608680.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -608722.312500 Penalty: 4385.645020
	Iteration 15Q: 3 clusters Score -608722.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -608825.062500 Penalty: 4385.645020
	Iteration 16Q: 3 clusters Score -608825.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -608971.937500 Penalty: 4385.645020
	Iteration 17Q: 3 clusters Score -608971.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -609067.312500 Penalty: 4385.645020
	Iteration 18Q: 3 clusters Score -609067.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -609123.000000 Penalty: 4385.645020
	Iteration 19Q: 3 clusters Score -609123 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -609149.187500 Penalty: 4385.645020
	Iteration 20F: 3 clusters Score -609149.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -609162.437500 Penalty: 4385.645020
	Iteration 21Q: 3 clusters Score -609162.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -609167.375000 Penalty: 4385.645020
	Iteration 22Q: 3 clusters Score -609167.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -609169.062500 Penalty: 4385.645020
	Iteration 23Q: 3 clusters Score -609169.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -609171.062500 Penalty: 4385.645020
	Iteration 24Q: 3 clusters Score -609171.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -609174.375000 Penalty: 4385.645020
	Iteration 25Q: 3 clusters Score -609174.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -609174.875000 Penalty: 4385.645020
	Iteration 26Q: 3 clusters Score -609174.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -609175.000000 Penalty: 4385.645020
	Iteration 27Q: 3 clusters Score -609175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -609175.625000 Penalty: 4385.645020
	Iteration 28Q: 3 clusters Score -609175.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -609175.625000 Penalty: 4385.645020
	Iteration 29F: 3 clusters Score -609175.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 9070 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 7972 members 
Mstep: Class 8 contains 223380 members 
Mstep: Class 9 contains 97135 members 
Mstep: Class 10 contains 9954 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12301 members 
Mstep: Class 14 contains 305545 members 
Mstep: Class 15 contains 216865 members 
Mstep: Class 16 contains 9741 members 
Mstep: Class 17 contains 12427 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 62910 members 
Mstep: Class 21 contains 127861 members 
Mstep: Class 22 contains 6387 members 
Mstep: Class 23 contains 15581 members 
Mstep: Class 24 contains 227983 members 
Mstep: Class 25 contains 9162 members 
Mstep: Class 26 contains 9735 members 
Mstep: Class 27 contains 15827 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11899 members 
Mstep: Class 30 contains 7108 members 
Mstep: Class 31 contains 12471 members 
Mstep: Class 32 contains 3050 members 
Mstep: Class 33 contains 9138 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 8422 members 
Mstep: Class 36 contains 7664 members 
Mstep: Class 37 contains 3869 members 
Entering Unmasked Estep 
Score: -157717296.000000 Penalty: 131487.906250
Splitting cluster 32 changes total score from -157718240.000000 to -157717296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (9138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Entering Unmasked Estep 
Score: -853940.250000 Penalty: 2261.808838
	Iteration 0F: 2 clusters Score -853940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -846878.500000 Penalty: 4523.617676
	Iteration 0F: 3 clusters Score -846878.5 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -848885.250000 Penalty: 4523.617676
	Iteration 1F: 3 clusters Score -848885.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -849182.125000 Penalty: 4523.617676
	Iteration 2F: 3 clusters Score -849182.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -849399.687500 Penalty: 4523.617676
	Iteration 3Q: 3 clusters Score -849399.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -849573.000000 Penalty: 4523.617676
	Iteration 4Q: 3 clusters Score -849573 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -849745.187500 Penalty: 4523.617676
	Iteration 5Q: 3 clusters Score -849745.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -849882.437500 Penalty: 4523.617676
	Iteration 6Q: 3 clusters Score -849882.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -850019.937500 Penalty: 4523.617676
	Iteration 7Q: 3 clusters Score -850019.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -850157.000000 Penalty: 4523.617676
	Iteration 8Q: 3 clusters Score -850157 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -850309.250000 Penalty: 4523.617676
	Iteration 9Q: 3 clusters Score -850309.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -850473.937500 Penalty: 4523.617676
	Iteration 10Q: 3 clusters Score -850473.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -850621.250000 Penalty: 4523.617676
	Iteration 11Q: 3 clusters Score -850621.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -850759.750000 Penalty: 4523.617676
	Iteration 12Q: 3 clusters Score -850759.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -850874.687500 Penalty: 4523.617676
	Iteration 13Q: 3 clusters Score -850874.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -850968.500000 Penalty: 4523.617676
	Iteration 14Q: 3 clusters Score -850968.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -851045.000000 Penalty: 4523.617676
	Iteration 15Q: 3 clusters Score -851045 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -851104.687500 Penalty: 4523.617676
	Iteration 16Q: 3 clusters Score -851104.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -851152.375000 Penalty: 4523.617676
	Iteration 17Q: 3 clusters Score -851152.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -851186.750000 Penalty: 4523.617676
	Iteration 18Q: 3 clusters Score -851186.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -851218.875000 Penalty: 4523.617676
	Iteration 19Q: 3 clusters Score -851218.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -851238.562500 Penalty: 4523.617676
	Iteration 20F: 3 clusters Score -851238.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -851248.250000 Penalty: 4523.617676
	Iteration 21Q: 3 clusters Score -851248.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -851256.937500 Penalty: 4523.617676
	Iteration 22Q: 3 clusters Score -851256.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -851264.437500 Penalty: 4523.617676
	Iteration 23Q: 3 clusters Score -851264.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -851274.625000 Penalty: 4523.617676
	Iteration 24Q: 3 clusters Score -851274.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -851279.062500 Penalty: 4523.617676
	Iteration 25Q: 3 clusters Score -851279.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -851286.500000 Penalty: 4523.617676
	Iteration 26Q: 3 clusters Score -851286.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -851291.812500 Penalty: 4523.617676
	Iteration 27Q: 3 clusters Score -851291.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -851293.750000 Penalty: 4523.617676
	Iteration 28Q: 3 clusters Score -851293.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -851296.875000 Penalty: 4523.617676
	Iteration 29Q: 3 clusters Score -851296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -851298.125000 Penalty: 4523.617676
	Iteration 30Q: 3 clusters Score -851298.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -851298.812500 Penalty: 4523.617676
	Iteration 31Q: 3 clusters Score -851298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -851299.625000 Penalty: 4523.617676
	Iteration 32Q: 3 clusters Score -851299.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -851299.062500 Penalty: 4523.617676
	Iteration 33Q: 3 clusters Score -851299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -851299.937500 Penalty: 4523.617676
	Iteration 34Q: 3 clusters Score -851299.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -851300.875000 Penalty: 4523.617676
	Iteration 35Q: 3 clusters Score -851300.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -851300.250000 Penalty: 4523.617676
	Iteration 36Q: 3 clusters Score -851300.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -851302.937500 Penalty: 4523.617676
	Iteration 37Q: 3 clusters Score -851302.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -851301.625000 Penalty: 4523.617676
	Iteration 38Q: 3 clusters Score -851301.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -851301.625000 Penalty: 4523.617676
	Iteration 39F: 3 clusters Score -851301.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Entering Unmasked Estep 
Score: -659531.500000 Penalty: 2194.999512
	Iteration 0F: 2 clusters Score -659531.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -653780.250000 Penalty: 4389.999023
	Iteration 0F: 3 clusters Score -653780.2 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -655301.375000 Penalty: 4389.999023
	Iteration 1F: 3 clusters Score -655301.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -655566.937500 Penalty: 4389.999023
	Iteration 2F: 3 clusters Score -655566.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -655741.625000 Penalty: 4389.999023
	Iteration 3Q: 3 clusters Score -655741.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -655854.875000 Penalty: 4389.999023
	Iteration 4Q: 3 clusters Score -655854.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -655947.000000 Penalty: 4389.999023
	Iteration 5Q: 3 clusters Score -655947 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -656031.812500 Penalty: 4389.999023
	Iteration 6Q: 3 clusters Score -656031.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -656115.562500 Penalty: 4389.999023
	Iteration 7Q: 3 clusters Score -656115.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -656205.937500 Penalty: 4389.999023
	Iteration 8Q: 3 clusters Score -656205.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -656293.250000 Penalty: 4389.999023
	Iteration 9Q: 3 clusters Score -656293.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -656377.812500 Penalty: 4389.999023
	Iteration 10Q: 3 clusters Score -656377.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -656468.062500 Penalty: 4389.999023
	Iteration 11Q: 3 clusters Score -656468.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -656544.812500 Penalty: 4389.999023
	Iteration 12Q: 3 clusters Score -656544.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -656641.875000 Penalty: 4389.999023
	Iteration 13Q: 3 clusters Score -656641.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -656786.562500 Penalty: 4389.999023
	Iteration 14Q: 3 clusters Score -656786.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -656944.062500 Penalty: 4389.999023
	Iteration 15Q: 3 clusters Score -656944.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -657076.625000 Penalty: 4389.999023
	Iteration 16Q: 3 clusters Score -657076.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -657173.562500 Penalty: 4389.999023
	Iteration 17Q: 3 clusters Score -657173.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -657246.375000 Penalty: 4389.999023
	Iteration 18Q: 3 clusters Score -657246.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -657307.812500 Penalty: 4389.999023
	Iteration 19Q: 3 clusters Score -657307.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -657352.687500 Penalty: 4389.999023
	Iteration 20F: 3 clusters Score -657352.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -657379.937500 Penalty: 4389.999023
	Iteration 21Q: 3 clusters Score -657379.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -657399.187500 Penalty: 4389.999023
	Iteration 22Q: 3 clusters Score -657399.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -657417.562500 Penalty: 4389.999023
	Iteration 23Q: 3 clusters Score -657417.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -657430.312500 Penalty: 4389.999023
	Iteration 24Q: 3 clusters Score -657430.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -657441.187500 Penalty: 4389.999023
	Iteration 25Q: 3 clusters Score -657441.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -657450.375000 Penalty: 4389.999023
	Iteration 26Q: 3 clusters Score -657450.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -657458.437500 Penalty: 4389.999023
	Iteration 27Q: 3 clusters Score -657458.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -657473.937500 Penalty: 4389.999023
	Iteration 28Q: 3 clusters Score -657473.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -657487.062500 Penalty: 4389.999023
	Iteration 29Q: 3 clusters Score -657487.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -657499.875000 Penalty: 4389.999023
	Iteration 30Q: 3 clusters Score -657499.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -657515.375000 Penalty: 4389.999023
	Iteration 31Q: 3 clusters Score -657515.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -657527.625000 Penalty: 4389.999023
	Iteration 32Q: 3 clusters Score -657527.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -657534.062500 Penalty: 4389.999023
	Iteration 33Q: 3 clusters Score -657534.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -657539.375000 Penalty: 4389.999023
	Iteration 34Q: 3 clusters Score -657539.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -657543.187500 Penalty: 4389.999023
	Iteration 35Q: 3 clusters Score -657543.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -657544.875000 Penalty: 4389.999023
	Iteration 36Q: 3 clusters Score -657544.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -657546.625000 Penalty: 4389.999023
	Iteration 37Q: 3 clusters Score -657546.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -657549.187500 Penalty: 4389.999023
	Iteration 38Q: 3 clusters Score -657549.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -657550.875000 Penalty: 4389.999023
	Iteration 39Q: 3 clusters Score -657550.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -657554.625000 Penalty: 4389.999023
	Iteration 40F: 3 clusters Score -657554.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -657559.062500 Penalty: 4389.999023
	Iteration 41Q: 3 clusters Score -657559.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -657561.500000 Penalty: 4389.999023
	Iteration 42Q: 3 clusters Score -657561.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -657567.000000 Penalty: 4389.999023
	Iteration 43Q: 3 clusters Score -657567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -657572.937500 Penalty: 4389.999023
	Iteration 44Q: 3 clusters Score -657572.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -657581.062500 Penalty: 4389.999023
	Iteration 45Q: 3 clusters Score -657581.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -657589.812500 Penalty: 4389.999023
	Iteration 46Q: 3 clusters Score -657589.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -657597.812500 Penalty: 4389.999023
	Iteration 47Q: 3 clusters Score -657597.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -657608.000000 Penalty: 4389.999023
	Iteration 48Q: 3 clusters Score -657608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -657614.437500 Penalty: 4389.999023
	Iteration 49Q: 3 clusters Score -657614.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -657621.500000 Penalty: 4389.999023
	Iteration 50Q: 3 clusters Score -657621.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -657627.062500 Penalty: 4389.999023
	Iteration 51Q: 3 clusters Score -657627.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -657633.750000 Penalty: 4389.999023
	Iteration 52Q: 3 clusters Score -657633.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -657638.187500 Penalty: 4389.999023
	Iteration 53Q: 3 clusters Score -657638.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -657645.375000 Penalty: 4389.999023
	Iteration 54Q: 3 clusters Score -657645.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -657652.687500 Penalty: 4389.999023
	Iteration 55Q: 3 clusters Score -657652.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -657660.875000 Penalty: 4389.999023
	Iteration 56Q: 3 clusters Score -657660.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -657669.312500 Penalty: 4389.999023
	Iteration 57Q: 3 clusters Score -657669.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -657679.812500 Penalty: 4389.999023
	Iteration 58Q: 3 clusters Score -657679.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -657688.000000 Penalty: 4389.999023
	Iteration 59Q: 3 clusters Score -657688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -657698.125000 Penalty: 4389.999023
	Iteration 60F: 3 clusters Score -657698.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -657705.250000 Penalty: 4389.999023
	Iteration 61Q: 3 clusters Score -657705.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -657714.500000 Penalty: 4389.999023
	Iteration 62Q: 3 clusters Score -657714.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -657721.750000 Penalty: 4389.999023
	Iteration 63Q: 3 clusters Score -657721.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -657730.687500 Penalty: 4389.999023
	Iteration 64Q: 3 clusters Score -657730.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -657739.500000 Penalty: 4389.999023
	Iteration 65Q: 3 clusters Score -657739.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -657744.562500 Penalty: 4389.999023
	Iteration 66Q: 3 clusters Score -657744.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -657754.312500 Penalty: 4389.999023
	Iteration 67Q: 3 clusters Score -657754.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -657758.375000 Penalty: 4389.999023
	Iteration 68Q: 3 clusters Score -657758.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -657765.000000 Penalty: 4389.999023
	Iteration 69Q: 3 clusters Score -657765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -657774.000000 Penalty: 4389.999023
	Iteration 70Q: 3 clusters Score -657774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -657779.250000 Penalty: 4389.999023
	Iteration 71Q: 3 clusters Score -657779.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -657784.750000 Penalty: 4389.999023
	Iteration 72Q: 3 clusters Score -657784.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -657789.812500 Penalty: 4389.999023
	Iteration 73Q: 3 clusters Score -657789.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -657791.375000 Penalty: 4389.999023
	Iteration 74Q: 3 clusters Score -657791.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -657792.125000 Penalty: 4389.999023
	Iteration 75Q: 3 clusters Score -657792.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -657796.000000 Penalty: 4389.999023
	Iteration 76Q: 3 clusters Score -657796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -657800.062500 Penalty: 4389.999023
	Iteration 77Q: 3 clusters Score -657800.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -657803.312500 Penalty: 4389.999023
	Iteration 78Q: 3 clusters Score -657803.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -657805.750000 Penalty: 4389.999023
	Iteration 79Q: 3 clusters Score -657805.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -657807.625000 Penalty: 4389.999023
	Iteration 80F: 3 clusters Score -657807.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -657809.812500 Penalty: 4389.999023
	Iteration 81Q: 3 clusters Score -657809.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -657813.437500 Penalty: 4389.999023
	Iteration 82Q: 3 clusters Score -657813.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -657816.312500 Penalty: 4389.999023
	Iteration 83Q: 3 clusters Score -657816.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -657818.812500 Penalty: 4389.999023
	Iteration 84Q: 3 clusters Score -657818.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -657821.750000 Penalty: 4389.999023
	Iteration 85Q: 3 clusters Score -657821.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -657824.625000 Penalty: 4389.999023
	Iteration 86Q: 3 clusters Score -657824.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -657825.062500 Penalty: 4389.999023
	Iteration 87Q: 3 clusters Score -657825.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -657826.812500 Penalty: 4389.999023
	Iteration 88Q: 3 clusters Score -657826.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -657827.187500 Penalty: 4389.999023
	Iteration 89Q: 3 clusters Score -657827.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -657829.000000 Penalty: 4389.999023
	Iteration 90Q: 3 clusters Score -657829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -657828.562500 Penalty: 4389.999023
	Iteration 91Q: 3 clusters Score -657828.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -657830.687500 Penalty: 4389.999023
	Iteration 92Q: 3 clusters Score -657830.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -657834.687500 Penalty: 4389.999023
	Iteration 93Q: 3 clusters Score -657834.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -657839.375000 Penalty: 4389.999023
	Iteration 94Q: 3 clusters Score -657839.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -657844.812500 Penalty: 4389.999023
	Iteration 95Q: 3 clusters Score -657844.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -657849.187500 Penalty: 4389.999023
	Iteration 96Q: 3 clusters Score -657849.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -657850.437500 Penalty: 4389.999023
	Iteration 97Q: 3 clusters Score -657850.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -657855.125000 Penalty: 4389.999023
	Iteration 98Q: 3 clusters Score -657855.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -657861.187500 Penalty: 4389.999023
	Iteration 99Q: 3 clusters Score -657861.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -657870.875000 Penalty: 4389.999023
	Iteration 100F: 3 clusters Score -657870.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -657877.312500 Penalty: 4389.999023
	Iteration 101Q: 3 clusters Score -657877.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -657888.937500 Penalty: 4389.999023
	Iteration 102Q: 3 clusters Score -657888.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -657896.000000 Penalty: 4389.999023
	Iteration 103Q: 3 clusters Score -657896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -657903.500000 Penalty: 4389.999023
	Iteration 104Q: 3 clusters Score -657903.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -657906.625000 Penalty: 4389.999023
	Iteration 105Q: 3 clusters Score -657906.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -657912.250000 Penalty: 4389.999023
	Iteration 106Q: 3 clusters Score -657912.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -657913.875000 Penalty: 4389.999023
	Iteration 107Q: 3 clusters Score -657913.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -657919.125000 Penalty: 4389.999023
	Iteration 108Q: 3 clusters Score -657919.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -657921.625000 Penalty: 4389.999023
	Iteration 109Q: 3 clusters Score -657921.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -657922.500000 Penalty: 4389.999023
	Iteration 110Q: 3 clusters Score -657922.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -657928.562500 Penalty: 4389.999023
	Iteration 111Q: 3 clusters Score -657928.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -657929.500000 Penalty: 4389.999023
	Iteration 112Q: 3 clusters Score -657929.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -657932.875000 Penalty: 4389.999023
	Iteration 113Q: 3 clusters Score -657932.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -657935.312500 Penalty: 4389.999023
	Iteration 114Q: 3 clusters Score -657935.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -657938.062500 Penalty: 4389.999023
	Iteration 115Q: 3 clusters Score -657938.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -657940.375000 Penalty: 4389.999023
	Iteration 116Q: 3 clusters Score -657940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -657940.812500 Penalty: 4389.999023
	Iteration 117Q: 3 clusters Score -657940.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -657943.625000 Penalty: 4389.999023
	Iteration 118Q: 3 clusters Score -657943.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -657943.250000 Penalty: 4389.999023
	Iteration 119Q: 3 clusters Score -657943.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -657944.062500 Penalty: 4389.999023
	Iteration 120F: 3 clusters Score -657944.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -657945.812500 Penalty: 4389.999023
	Iteration 121Q: 3 clusters Score -657945.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -657946.250000 Penalty: 4389.999023
	Iteration 122Q: 3 clusters Score -657946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -657946.187500 Penalty: 4389.999023
	Iteration 123Q: 3 clusters Score -657946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -657946.187500 Penalty: 4389.999023
	Iteration 124F: 3 clusters Score -657946.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Entering Unmasked Estep 
Score: -795625.687500 Penalty: 2241.573486
	Iteration 0F: 2 clusters Score -795625.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -788968.937500 Penalty: 4483.146973
	Iteration 0F: 3 clusters Score -788968.9 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -790998.625000 Penalty: 4483.146973
	Iteration 1F: 3 clusters Score -790998.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -791253.062500 Penalty: 4483.146973
	Iteration 2F: 3 clusters Score -791253.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -791392.125000 Penalty: 4483.146973
	Iteration 3Q: 3 clusters Score -791392.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -791484.562500 Penalty: 4483.146973
	Iteration 4Q: 3 clusters Score -791484.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -791549.625000 Penalty: 4483.146973
	Iteration 5Q: 3 clusters Score -791549.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -791607.062500 Penalty: 4483.146973
	Iteration 6Q: 3 clusters Score -791607.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -791657.687500 Penalty: 4483.146973
	Iteration 7Q: 3 clusters Score -791657.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -791701.062500 Penalty: 4483.146973
	Iteration 8Q: 3 clusters Score -791701.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -791749.687500 Penalty: 4483.146973
	Iteration 9Q: 3 clusters Score -791749.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -791796.687500 Penalty: 4483.146973
	Iteration 10Q: 3 clusters Score -791796.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -791853.187500 Penalty: 4483.146973
	Iteration 11Q: 3 clusters Score -791853.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -791933.000000 Penalty: 4483.146973
	Iteration 12Q: 3 clusters Score -791933 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -792014.187500 Penalty: 4483.146973
	Iteration 13Q: 3 clusters Score -792014.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -792112.187500 Penalty: 4483.146973
	Iteration 14Q: 3 clusters Score -792112.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -792228.500000 Penalty: 4483.146973
	Iteration 15Q: 3 clusters Score -792228.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -792362.250000 Penalty: 4483.146973
	Iteration 16Q: 3 clusters Score -792362.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -792488.375000 Penalty: 4483.146973
	Iteration 17Q: 3 clusters Score -792488.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -792622.625000 Penalty: 4483.146973
	Iteration 18Q: 3 clusters Score -792622.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -792745.625000 Penalty: 4483.146973
	Iteration 19Q: 3 clusters Score -792745.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -792857.687500 Penalty: 4483.146973
	Iteration 20F: 3 clusters Score -792857.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -792953.125000 Penalty: 4483.146973
	Iteration 21Q: 3 clusters Score -792953.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -793028.500000 Penalty: 4483.146973
	Iteration 22Q: 3 clusters Score -793028.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -793099.312500 Penalty: 4483.146973
	Iteration 23Q: 3 clusters Score -793099.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -793158.375000 Penalty: 4483.146973
	Iteration 24Q: 3 clusters Score -793158.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -793215.125000 Penalty: 4483.146973
	Iteration 25Q: 3 clusters Score -793215.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -793263.375000 Penalty: 4483.146973
	Iteration 26Q: 3 clusters Score -793263.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -793313.437500 Penalty: 4483.146973
	Iteration 27Q: 3 clusters Score -793313.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -793368.312500 Penalty: 4483.146973
	Iteration 28Q: 3 clusters Score -793368.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -793421.750000 Penalty: 4483.146973
	Iteration 29Q: 3 clusters Score -793421.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -793469.375000 Penalty: 4483.146973
	Iteration 30Q: 3 clusters Score -793469.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -793511.250000 Penalty: 4483.146973
	Iteration 31Q: 3 clusters Score -793511.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -793553.812500 Penalty: 4483.146973
	Iteration 32Q: 3 clusters Score -793553.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -793585.562500 Penalty: 4483.146973
	Iteration 33Q: 3 clusters Score -793585.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -793608.000000 Penalty: 4483.146973
	Iteration 34Q: 3 clusters Score -793608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -793630.000000 Penalty: 4483.146973
	Iteration 35Q: 3 clusters Score -793630 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -793646.500000 Penalty: 4483.146973
	Iteration 36Q: 3 clusters Score -793646.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -793665.937500 Penalty: 4483.146973
	Iteration 37Q: 3 clusters Score -793665.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -793691.875000 Penalty: 4483.146973
	Iteration 38Q: 3 clusters Score -793691.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -793704.687500 Penalty: 4483.146973
	Iteration 39Q: 3 clusters Score -793704.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -793713.625000 Penalty: 4483.146973
	Iteration 40F: 3 clusters Score -793713.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -793721.000000 Penalty: 4483.146973
	Iteration 41Q: 3 clusters Score -793721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -793726.625000 Penalty: 4483.146973
	Iteration 42Q: 3 clusters Score -793726.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -793728.562500 Penalty: 4483.146973
	Iteration 43Q: 3 clusters Score -793728.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -793731.812500 Penalty: 4483.146973
	Iteration 44Q: 3 clusters Score -793731.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -793734.000000 Penalty: 4483.146973
	Iteration 45Q: 3 clusters Score -793734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -793738.312500 Penalty: 4483.146973
	Iteration 46Q: 3 clusters Score -793738.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -793741.000000 Penalty: 4483.146973
	Iteration 47Q: 3 clusters Score -793741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -793742.375000 Penalty: 4483.146973
	Iteration 48Q: 3 clusters Score -793742.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -793741.875000 Penalty: 4483.146973
	Iteration 49Q: 3 clusters Score -793741.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -793742.125000 Penalty: 4483.146973
	Iteration 50Q: 3 clusters Score -793742.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -793745.187500 Penalty: 4483.146973
	Iteration 51Q: 3 clusters Score -793745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -793746.812500 Penalty: 4483.146973
	Iteration 52Q: 3 clusters Score -793746.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -793746.812500 Penalty: 4483.146973
	Iteration 53F: 3 clusters Score -793746.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Entering Unmasked Estep 
Score: -710501.750000 Penalty: 2218.183838
	Iteration 0F: 2 clusters Score -710501.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -704266.937500 Penalty: 4436.367676
	Iteration 0F: 3 clusters Score -704266.9 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -705926.250000 Penalty: 4436.367676
	Iteration 1F: 3 clusters Score -705926.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -706218.875000 Penalty: 4436.367676
	Iteration 2F: 3 clusters Score -706218.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -706471.062500 Penalty: 4436.367676
	Iteration 3F: 3 clusters Score -706471.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -706704.000000 Penalty: 4436.367676
	Iteration 4F: 3 clusters Score -706704 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -706944.062500 Penalty: 4436.367676
	Iteration 5Q: 3 clusters Score -706944.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -707203.312500 Penalty: 4436.367676
	Iteration 6F: 3 clusters Score -707203.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -707479.375000 Penalty: 4436.367676
	Iteration 7Q: 3 clusters Score -707479.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -707726.500000 Penalty: 4436.367676
	Iteration 8Q: 3 clusters Score -707726.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -707961.187500 Penalty: 4436.367676
	Iteration 9Q: 3 clusters Score -707961.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -708139.500000 Penalty: 4436.367676
	Iteration 10Q: 3 clusters Score -708139.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -708275.812500 Penalty: 4436.367676
	Iteration 11Q: 3 clusters Score -708275.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -708386.562500 Penalty: 4436.367676
	Iteration 12Q: 3 clusters Score -708386.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -708473.937500 Penalty: 4436.367676
	Iteration 13Q: 3 clusters Score -708473.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -708555.500000 Penalty: 4436.367676
	Iteration 14Q: 3 clusters Score -708555.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -708606.187500 Penalty: 4436.367676
	Iteration 15Q: 3 clusters Score -708606.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -708646.437500 Penalty: 4436.367676
	Iteration 16Q: 3 clusters Score -708646.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -708678.125000 Penalty: 4436.367676
	Iteration 17Q: 3 clusters Score -708678.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -708700.062500 Penalty: 4436.367676
	Iteration 18Q: 3 clusters Score -708700.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -708714.312500 Penalty: 4436.367676
	Iteration 19Q: 3 clusters Score -708714.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -708726.812500 Penalty: 4436.367676
	Iteration 20F: 3 clusters Score -708726.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -708740.875000 Penalty: 4436.367676
	Iteration 21Q: 3 clusters Score -708740.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -708751.375000 Penalty: 4436.367676
	Iteration 22Q: 3 clusters Score -708751.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -708758.062500 Penalty: 4436.367676
	Iteration 23Q: 3 clusters Score -708758.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -708761.812500 Penalty: 4436.367676
	Iteration 24Q: 3 clusters Score -708761.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -708764.062500 Penalty: 4436.367676
	Iteration 25Q: 3 clusters Score -708764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -708764.312500 Penalty: 4436.367676
	Iteration 26Q: 3 clusters Score -708764.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -708767.375000 Penalty: 4436.367676
	Iteration 27Q: 3 clusters Score -708767.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -708770.875000 Penalty: 4436.367676
	Iteration 28Q: 3 clusters Score -708770.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -708774.750000 Penalty: 4436.367676
	Iteration 29Q: 3 clusters Score -708774.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -708778.687500 Penalty: 4436.367676
	Iteration 30Q: 3 clusters Score -708778.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -708779.375000 Penalty: 4436.367676
	Iteration 31Q: 3 clusters Score -708779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -708778.750000 Penalty: 4436.367676
	Iteration 32Q: 3 clusters Score -708778.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -708778.750000 Penalty: 4436.367676
	Iteration 33F: 3 clusters Score -708778.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 9070 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 7972 members 
Mstep: Class 8 contains 223380 members 
Mstep: Class 9 contains 97135 members 
Mstep: Class 10 contains 9954 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12301 members 
Mstep: Class 14 contains 305545 members 
Mstep: Class 15 contains 216865 members 
Mstep: Class 16 contains 9741 members 
Mstep: Class 17 contains 12427 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 62910 members 
Mstep: Class 21 contains 127861 members 
Mstep: Class 22 contains 6387 members 
Mstep: Class 23 contains 15581 members 
Mstep: Class 24 contains 227983 members 
Mstep: Class 25 contains 9162 members 
Mstep: Class 26 contains 9735 members 
Mstep: Class 27 contains 15827 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 11899 members 
Mstep: Class 30 contains 7108 members 
Mstep: Class 31 contains 12471 members 
Mstep: Class 32 contains 6919 members 
Mstep: Class 33 contains 9138 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 8422 members 
Mstep: Class 36 contains 7664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718336.000000 Penalty: 127934.179688
Iteration 399Q: 37 clusters Score -1.577183e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 11745 members 
Mstep: Class 3 contains 22464 members 
Mstep: Class 4 contains 9070 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101268 members 
Mstep: Class 7 contains 7972 members 
Mstep: Class 8 contains 223381 members 
Mstep: Class 9 contains 97133 members 
Mstep: Class 10 contains 9951 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12302 members 
Mstep: Class 14 contains 305540 members 
Mstep: Class 15 contains 216864 members 
Mstep: Class 16 contains 9741 members 
Mstep: Class 17 contains 12423 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 7017 members 
Mstep: Class 20 contains 62910 members 
Mstep: Class 21 contains 127861 members 
Mstep: Class 22 contains 6386 members 
Mstep: Class 23 contains 15579 members 
Mstep: Class 24 contains 227983 members 
Mstep: Class 25 contains 9174 members 
Mstep: Class 26 contains 9735 members 
Mstep: Class 27 contains 15828 members 
Mstep: Class 28 contains 5355 members 
Mstep: Class 29 contains 11901 members 
Mstep: Class 30 contains 7109 members 
Mstep: Class 31 contains 12474 members 
Mstep: Class 32 contains 6920 members 
Mstep: Class 33 contains 9138 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 8421 members 
Mstep: Class 36 contains 7664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718400.000000 Penalty: 127934.179688
Iteration 400F: 37 clusters Score -1.577184e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 11743 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 9063 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 7971 members 
Mstep: Class 8 contains 223385 members 
Mstep: Class 9 contains 97133 members 
Mstep: Class 10 contains 9950 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12302 members 
Mstep: Class 14 contains 305534 members 
Mstep: Class 15 contains 216860 members 
Mstep: Class 16 contains 9738 members 
Mstep: Class 17 contains 12419 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 7019 members 
Mstep: Class 20 contains 62911 members 
Mstep: Class 21 contains 127863 members 
Mstep: Class 22 contains 6386 members 
Mstep: Class 23 contains 15580 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9200 members 
Mstep: Class 26 contains 9736 members 
Mstep: Class 27 contains 15828 members 
Mstep: Class 28 contains 5354 members 
Mstep: Class 29 contains 11901 members 
Mstep: Class 30 contains 7107 members 
Mstep: Class 31 contains 12475 members 
Mstep: Class 32 contains 6919 members 
Mstep: Class 33 contains 9137 members 
Mstep: Class 34 contains 6978 members 
Mstep: Class 35 contains 8422 members 
Mstep: Class 36 contains 7666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718208.000000 Penalty: 127934.179688
Iteration 401Q: 37 clusters Score -1.577182e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 9060 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 7970 members 
Mstep: Class 8 contains 223384 members 
Mstep: Class 9 contains 97135 members 
Mstep: Class 10 contains 9946 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12301 members 
Mstep: Class 14 contains 305531 members 
Mstep: Class 15 contains 216854 members 
Mstep: Class 16 contains 9730 members 
Mstep: Class 17 contains 12414 members 
Mstep: Class 18 contains 17678 members 
Mstep: Class 19 contains 7019 members 
Mstep: Class 20 contains 62911 members 
Mstep: Class 21 contains 127863 members 
Mstep: Class 22 contains 6386 members 
Mstep: Class 23 contains 15582 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9223 members 
Mstep: Class 26 contains 9735 members 
Mstep: Class 27 contains 15828 members 
Mstep: Class 28 contains 5354 members 
Mstep: Class 29 contains 11901 members 
Mstep: Class 30 contains 7104 members 
Mstep: Class 31 contains 12477 members 
Mstep: Class 32 contains 6919 members 
Mstep: Class 33 contains 9135 members 
Mstep: Class 34 contains 6979 members 
Mstep: Class 35 contains 8425 members 
Mstep: Class 36 contains 7671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718240.000000 Penalty: 127934.179688
Iteration 402Q: 37 clusters Score -1.577182e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 11743 members 
Mstep: Class 3 contains 22461 members 
Mstep: Class 4 contains 9058 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101268 members 
Mstep: Class 7 contains 7973 members 
Mstep: Class 8 contains 223384 members 
Mstep: Class 9 contains 97138 members 
Mstep: Class 10 contains 9944 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12301 members 
Mstep: Class 14 contains 305529 members 
Mstep: Class 15 contains 216850 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 12408 members 
Mstep: Class 18 contains 17678 members 
Mstep: Class 19 contains 7018 members 
Mstep: Class 20 contains 62911 members 
Mstep: Class 21 contains 127861 members 
Mstep: Class 22 contains 6387 members 
Mstep: Class 23 contains 15580 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9236 members 
Mstep: Class 26 contains 9736 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5354 members 
Mstep: Class 29 contains 11901 members 
Mstep: Class 30 contains 7101 members 
Mstep: Class 31 contains 12477 members 
Mstep: Class 32 contains 6918 members 
Mstep: Class 33 contains 9133 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 8428 members 
Mstep: Class 36 contains 7675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718368.000000 Penalty: 127934.179688
Iteration 403Q: 37 clusters Score -1.577184e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 11743 members 
Mstep: Class 3 contains 22462 members 
Mstep: Class 4 contains 9052 members 
Mstep: Class 5 contains 15219 members 
Mstep: Class 6 contains 101268 members 
Mstep: Class 7 contains 7974 members 
Mstep: Class 8 contains 223386 members 
Mstep: Class 9 contains 97144 members 
Mstep: Class 10 contains 9941 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12302 members 
Mstep: Class 14 contains 305534 members 
Mstep: Class 15 contains 216853 members 
Mstep: Class 16 contains 9718 members 
Mstep: Class 17 contains 12396 members 
Mstep: Class 18 contains 17678 members 
Mstep: Class 19 contains 7020 members 
Mstep: Class 20 contains 62910 members 
Mstep: Class 21 contains 127858 members 
Mstep: Class 22 contains 6386 members 
Mstep: Class 23 contains 15579 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9234 members 
Mstep: Class 26 contains 9736 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5354 members 
Mstep: Class 29 contains 11901 members 
Mstep: Class 30 contains 7102 members 
Mstep: Class 31 contains 12477 members 
Mstep: Class 32 contains 6919 members 
Mstep: Class 33 contains 9131 members 
Mstep: Class 34 contains 6982 members 
Mstep: Class 35 contains 8432 members 
Mstep: Class 36 contains 7676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718384.000000 Penalty: 127934.179688
Iteration 404Q: 37 clusters Score -1.577184e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 11741 members 
Mstep: Class 3 contains 22461 members 
Mstep: Class 4 contains 9043 members 
Mstep: Class 5 contains 15220 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 7976 members 
Mstep: Class 8 contains 223387 members 
Mstep: Class 9 contains 97142 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12299 members 
Mstep: Class 14 contains 305542 members 
Mstep: Class 15 contains 216856 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 12391 members 
Mstep: Class 18 contains 17678 members 
Mstep: Class 19 contains 7024 members 
Mstep: Class 20 contains 62908 members 
Mstep: Class 21 contains 127854 members 
Mstep: Class 22 contains 6388 members 
Mstep: Class 23 contains 15579 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9244 members 
Mstep: Class 26 contains 9735 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5354 members 
Mstep: Class 29 contains 11902 members 
Mstep: Class 30 contains 7098 members 
Mstep: Class 31 contains 12475 members 
Mstep: Class 32 contains 6923 members 
Mstep: Class 33 contains 9131 members 
Mstep: Class 34 contains 6984 members 
Mstep: Class 35 contains 8431 members 
Mstep: Class 36 contains 7677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718288.000000 Penalty: 127934.179688
Iteration 405Q: 37 clusters Score -1.577183e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 22462 members 
Mstep: Class 4 contains 9036 members 
Mstep: Class 5 contains 15221 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 7973 members 
Mstep: Class 8 contains 223389 members 
Mstep: Class 9 contains 97145 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12293 members 
Mstep: Class 14 contains 305553 members 
Mstep: Class 15 contains 216864 members 
Mstep: Class 16 contains 9696 members 
Mstep: Class 17 contains 12385 members 
Mstep: Class 18 contains 17677 members 
Mstep: Class 19 contains 7026 members 
Mstep: Class 20 contains 62907 members 
Mstep: Class 21 contains 127852 members 
Mstep: Class 22 contains 6388 members 
Mstep: Class 23 contains 15578 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9245 members 
Mstep: Class 26 contains 9734 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5354 members 
Mstep: Class 29 contains 11902 members 
Mstep: Class 30 contains 7093 members 
Mstep: Class 31 contains 12477 members 
Mstep: Class 32 contains 6932 members 
Mstep: Class 33 contains 9129 members 
Mstep: Class 34 contains 6986 members 
Mstep: Class 35 contains 8433 members 
Mstep: Class 36 contains 7678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718112.000000 Penalty: 127934.179688
Iteration 406Q: 37 clusters Score -1.577181e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22462 members 
Mstep: Class 4 contains 9033 members 
Mstep: Class 5 contains 15222 members 
Mstep: Class 6 contains 101266 members 
Mstep: Class 7 contains 7974 members 
Mstep: Class 8 contains 223396 members 
Mstep: Class 9 contains 97145 members 
Mstep: Class 10 contains 9939 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12292 members 
Mstep: Class 14 contains 305554 members 
Mstep: Class 15 contains 216866 members 
Mstep: Class 16 contains 9682 members 
Mstep: Class 17 contains 12384 members 
Mstep: Class 18 contains 17677 members 
Mstep: Class 19 contains 7029 members 
Mstep: Class 20 contains 62905 members 
Mstep: Class 21 contains 127851 members 
Mstep: Class 22 contains 6388 members 
Mstep: Class 23 contains 15575 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 9734 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5354 members 
Mstep: Class 29 contains 11905 members 
Mstep: Class 30 contains 7089 members 
Mstep: Class 31 contains 12480 members 
Mstep: Class 32 contains 6933 members 
Mstep: Class 33 contains 9128 members 
Mstep: Class 34 contains 6989 members 
Mstep: Class 35 contains 8433 members 
Mstep: Class 36 contains 7679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718112.000000 Penalty: 127934.179688
Iteration 407Q: 37 clusters Score -1.577181e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 11735 members 
Mstep: Class 3 contains 22462 members 
Mstep: Class 4 contains 9027 members 
Mstep: Class 5 contains 15223 members 
Mstep: Class 6 contains 101266 members 
Mstep: Class 7 contains 7973 members 
Mstep: Class 8 contains 223397 members 
Mstep: Class 9 contains 97145 members 
Mstep: Class 10 contains 9940 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12291 members 
Mstep: Class 14 contains 305566 members 
Mstep: Class 15 contains 216869 members 
Mstep: Class 16 contains 9675 members 
Mstep: Class 17 contains 12378 members 
Mstep: Class 18 contains 17677 members 
Mstep: Class 19 contains 7029 members 
Mstep: Class 20 contains 62904 members 
Mstep: Class 21 contains 127847 members 
Mstep: Class 22 contains 6388 members 
Mstep: Class 23 contains 15572 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9261 members 
Mstep: Class 26 contains 9736 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5354 members 
Mstep: Class 29 contains 11907 members 
Mstep: Class 30 contains 7080 members 
Mstep: Class 31 contains 12481 members 
Mstep: Class 32 contains 6935 members 
Mstep: Class 33 contains 9127 members 
Mstep: Class 34 contains 6990 members 
Mstep: Class 35 contains 8435 members 
Mstep: Class 36 contains 7683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718272.000000 Penalty: 127934.179688
Iteration 408Q: 37 clusters Score -1.577183e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 9029 members 
Mstep: Class 5 contains 15222 members 
Mstep: Class 6 contains 101265 members 
Mstep: Class 7 contains 7970 members 
Mstep: Class 8 contains 223399 members 
Mstep: Class 9 contains 97144 members 
Mstep: Class 10 contains 9940 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12284 members 
Mstep: Class 14 contains 305570 members 
Mstep: Class 15 contains 216880 members 
Mstep: Class 16 contains 9669 members 
Mstep: Class 17 contains 12373 members 
Mstep: Class 18 contains 17676 members 
Mstep: Class 19 contains 7031 members 
Mstep: Class 20 contains 62904 members 
Mstep: Class 21 contains 127846 members 
Mstep: Class 22 contains 6389 members 
Mstep: Class 23 contains 15570 members 
Mstep: Class 24 contains 227983 members 
Mstep: Class 25 contains 9264 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5352 members 
Mstep: Class 29 contains 11908 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12486 members 
Mstep: Class 32 contains 6933 members 
Mstep: Class 33 contains 9126 members 
Mstep: Class 34 contains 6991 members 
Mstep: Class 35 contains 8436 members 
Mstep: Class 36 contains 7684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718288.000000 Penalty: 127934.179688
Iteration 409Q: 37 clusters Score -1.577183e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 9027 members 
Mstep: Class 5 contains 15222 members 
Mstep: Class 6 contains 101265 members 
Mstep: Class 7 contains 7968 members 
Mstep: Class 8 contains 223400 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 9935 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12273 members 
Mstep: Class 14 contains 305578 members 
Mstep: Class 15 contains 216885 members 
Mstep: Class 16 contains 9663 members 
Mstep: Class 17 contains 12370 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7033 members 
Mstep: Class 20 contains 62905 members 
Mstep: Class 21 contains 127842 members 
Mstep: Class 22 contains 6389 members 
Mstep: Class 23 contains 15571 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9269 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11908 members 
Mstep: Class 30 contains 7068 members 
Mstep: Class 31 contains 12490 members 
Mstep: Class 32 contains 6935 members 
Mstep: Class 33 contains 9127 members 
Mstep: Class 34 contains 6991 members 
Mstep: Class 35 contains 8436 members 
Mstep: Class 36 contains 7685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718272.000000 Penalty: 127934.179688
Iteration 410Q: 37 clusters Score -1.577183e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22462 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 15221 members 
Mstep: Class 6 contains 101265 members 
Mstep: Class 7 contains 7963 members 
Mstep: Class 8 contains 223399 members 
Mstep: Class 9 contains 97148 members 
Mstep: Class 10 contains 9934 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12271 members 
Mstep: Class 14 contains 305584 members 
Mstep: Class 15 contains 216890 members 
Mstep: Class 16 contains 9659 members 
Mstep: Class 17 contains 12362 members 
Mstep: Class 18 contains 17676 members 
Mstep: Class 19 contains 7035 members 
Mstep: Class 20 contains 62905 members 
Mstep: Class 21 contains 127842 members 
Mstep: Class 22 contains 6389 members 
Mstep: Class 23 contains 15569 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9274 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11910 members 
Mstep: Class 30 contains 7062 members 
Mstep: Class 31 contains 12491 members 
Mstep: Class 32 contains 6935 members 
Mstep: Class 33 contains 9125 members 
Mstep: Class 34 contains 6994 members 
Mstep: Class 35 contains 8436 members 
Mstep: Class 36 contains 7686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718336.000000 Penalty: 127934.179688
Iteration 411Q: 37 clusters Score -1.577183e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 9028 members 
Mstep: Class 5 contains 15219 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 7960 members 
Mstep: Class 8 contains 223399 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 9929 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12270 members 
Mstep: Class 14 contains 305582 members 
Mstep: Class 15 contains 216891 members 
Mstep: Class 16 contains 9657 members 
Mstep: Class 17 contains 12359 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7033 members 
Mstep: Class 20 contains 62905 members 
Mstep: Class 21 contains 127844 members 
Mstep: Class 22 contains 6390 members 
Mstep: Class 23 contains 15564 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9287 members 
Mstep: Class 26 contains 9738 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11910 members 
Mstep: Class 30 contains 7066 members 
Mstep: Class 31 contains 12490 members 
Mstep: Class 32 contains 6935 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 6996 members 
Mstep: Class 35 contains 8440 members 
Mstep: Class 36 contains 7688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718320.000000 Penalty: 127934.179688
Iteration 412Q: 37 clusters Score -1.577183e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 22464 members 
Mstep: Class 4 contains 9026 members 
Mstep: Class 5 contains 15218 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 7953 members 
Mstep: Class 8 contains 223403 members 
Mstep: Class 9 contains 97149 members 
Mstep: Class 10 contains 9927 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12270 members 
Mstep: Class 14 contains 305585 members 
Mstep: Class 15 contains 216893 members 
Mstep: Class 16 contains 9659 members 
Mstep: Class 17 contains 12355 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 7031 members 
Mstep: Class 20 contains 62905 members 
Mstep: Class 21 contains 127843 members 
Mstep: Class 22 contains 6390 members 
Mstep: Class 23 contains 15562 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9288 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11910 members 
Mstep: Class 30 contains 7067 members 
Mstep: Class 31 contains 12490 members 
Mstep: Class 32 contains 6936 members 
Mstep: Class 33 contains 9125 members 
Mstep: Class 34 contains 6999 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 7690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718320.000000 Penalty: 127934.179688
Iteration 413Q: 37 clusters Score -1.577183e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 11729 members 
Mstep: Class 3 contains 22466 members 
Mstep: Class 4 contains 9026 members 
Mstep: Class 5 contains 15217 members 
Mstep: Class 6 contains 101262 members 
Mstep: Class 7 contains 7952 members 
Mstep: Class 8 contains 223406 members 
Mstep: Class 9 contains 97151 members 
Mstep: Class 10 contains 9927 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12268 members 
Mstep: Class 14 contains 305587 members 
Mstep: Class 15 contains 216890 members 
Mstep: Class 16 contains 9657 members 
Mstep: Class 17 contains 12353 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 7031 members 
Mstep: Class 20 contains 62905 members 
Mstep: Class 21 contains 127844 members 
Mstep: Class 22 contains 6391 members 
Mstep: Class 23 contains 15561 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9298 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11909 members 
Mstep: Class 30 contains 7060 members 
Mstep: Class 31 contains 12489 members 
Mstep: Class 32 contains 6936 members 
Mstep: Class 33 contains 9126 members 
Mstep: Class 34 contains 7000 members 
Mstep: Class 35 contains 8442 members 
Mstep: Class 36 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718256.000000 Penalty: 127934.179688
Iteration 414Q: 37 clusters Score -1.577183e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 11727 members 
Mstep: Class 3 contains 22465 members 
Mstep: Class 4 contains 9023 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101262 members 
Mstep: Class 7 contains 7952 members 
Mstep: Class 8 contains 223408 members 
Mstep: Class 9 contains 97151 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12269 members 
Mstep: Class 14 contains 305591 members 
Mstep: Class 15 contains 216895 members 
Mstep: Class 16 contains 9655 members 
Mstep: Class 17 contains 12344 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 7028 members 
Mstep: Class 20 contains 62904 members 
Mstep: Class 21 contains 127842 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 15561 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9299 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11910 members 
Mstep: Class 30 contains 7058 members 
Mstep: Class 31 contains 12485 members 
Mstep: Class 32 contains 6935 members 
Mstep: Class 33 contains 9127 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 8443 members 
Mstep: Class 36 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718176.000000 Penalty: 127934.179688
Iteration 415Q: 37 clusters Score -1.577182e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 11723 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 9024 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101262 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 223408 members 
Mstep: Class 9 contains 97152 members 
Mstep: Class 10 contains 9927 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12266 members 
Mstep: Class 14 contains 305595 members 
Mstep: Class 15 contains 216894 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 12343 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 7027 members 
Mstep: Class 20 contains 62903 members 
Mstep: Class 21 contains 127843 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15560 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9303 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11910 members 
Mstep: Class 30 contains 7062 members 
Mstep: Class 31 contains 12482 members 
Mstep: Class 32 contains 6936 members 
Mstep: Class 33 contains 9125 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 8447 members 
Mstep: Class 36 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718192.000000 Penalty: 127934.179688
Iteration 416Q: 37 clusters Score -1.577182e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 11719 members 
Mstep: Class 3 contains 22462 members 
Mstep: Class 4 contains 9024 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101263 members 
Mstep: Class 7 contains 7951 members 
Mstep: Class 8 contains 223407 members 
Mstep: Class 9 contains 97154 members 
Mstep: Class 10 contains 9924 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12265 members 
Mstep: Class 14 contains 305596 members 
Mstep: Class 15 contains 216897 members 
Mstep: Class 16 contains 9651 members 
Mstep: Class 17 contains 12341 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 7026 members 
Mstep: Class 20 contains 62902 members 
Mstep: Class 21 contains 127844 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15560 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9309 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11911 members 
Mstep: Class 30 contains 7060 members 
Mstep: Class 31 contains 12479 members 
Mstep: Class 32 contains 6935 members 
Mstep: Class 33 contains 9125 members 
Mstep: Class 34 contains 7004 members 
Mstep: Class 35 contains 8451 members 
Mstep: Class 36 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718352.000000 Penalty: 127934.179688
Iteration 417Q: 37 clusters Score -1.577184e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 11711 members 
Mstep: Class 3 contains 22462 members 
Mstep: Class 4 contains 9025 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101264 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 223406 members 
Mstep: Class 9 contains 97156 members 
Mstep: Class 10 contains 9922 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12263 members 
Mstep: Class 14 contains 305601 members 
Mstep: Class 15 contains 216897 members 
Mstep: Class 16 contains 9652 members 
Mstep: Class 17 contains 12338 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 7026 members 
Mstep: Class 20 contains 62902 members 
Mstep: Class 21 contains 127846 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 15559 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9313 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11912 members 
Mstep: Class 30 contains 7056 members 
Mstep: Class 31 contains 12477 members 
Mstep: Class 32 contains 6935 members 
Mstep: Class 33 contains 9125 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 8455 members 
Mstep: Class 36 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718320.000000 Penalty: 127934.179688
Iteration 418Q: 37 clusters Score -1.577183e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 11710 members 
Mstep: Class 3 contains 22461 members 
Mstep: Class 4 contains 9024 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101265 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 223407 members 
Mstep: Class 9 contains 97157 members 
Mstep: Class 10 contains 9923 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12261 members 
Mstep: Class 14 contains 305601 members 
Mstep: Class 15 contains 216898 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 12335 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 7024 members 
Mstep: Class 20 contains 62902 members 
Mstep: Class 21 contains 127844 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 15559 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9310 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7062 members 
Mstep: Class 31 contains 12476 members 
Mstep: Class 32 contains 6934 members 
Mstep: Class 33 contains 9125 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 8455 members 
Mstep: Class 36 contains 7690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718352.000000 Penalty: 127934.179688
Iteration 419Q: 37 clusters Score -1.577184e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 11705 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9026 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101265 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 223406 members 
Mstep: Class 9 contains 97158 members 
Mstep: Class 10 contains 9923 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12261 members 
Mstep: Class 14 contains 305601 members 
Mstep: Class 15 contains 216900 members 
Mstep: Class 16 contains 9656 members 
Mstep: Class 17 contains 12325 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 7022 members 
Mstep: Class 20 contains 62902 members 
Mstep: Class 21 contains 127844 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 15558 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15829 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11913 members 
Mstep: Class 30 contains 7068 members 
Mstep: Class 31 contains 12475 members 
Mstep: Class 32 contains 6931 members 
Mstep: Class 33 contains 9126 members 
Mstep: Class 34 contains 7004 members 
Mstep: Class 35 contains 8455 members 
Mstep: Class 36 contains 7690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718320.000000 Penalty: 127934.179688
Iteration 420F: 37 clusters Score -1.577183e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 11703 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9028 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101266 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 223407 members 
Mstep: Class 9 contains 97157 members 
Mstep: Class 10 contains 9923 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12262 members 
Mstep: Class 14 contains 305605 members 
Mstep: Class 15 contains 216899 members 
Mstep: Class 16 contains 9657 members 
Mstep: Class 17 contains 12321 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 7021 members 
Mstep: Class 20 contains 62902 members 
Mstep: Class 21 contains 127843 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 15556 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11913 members 
Mstep: Class 30 contains 7067 members 
Mstep: Class 31 contains 12472 members 
Mstep: Class 32 contains 6932 members 
Mstep: Class 33 contains 9125 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 8455 members 
Mstep: Class 36 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718272.000000 Penalty: 127934.179688
Iteration 421Q: 37 clusters Score -1.577183e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 11704 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 223406 members 
Mstep: Class 9 contains 97157 members 
Mstep: Class 10 contains 9924 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12262 members 
Mstep: Class 14 contains 305610 members 
Mstep: Class 15 contains 216899 members 
Mstep: Class 16 contains 9657 members 
Mstep: Class 17 contains 12317 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 7020 members 
Mstep: Class 20 contains 62901 members 
Mstep: Class 21 contains 127841 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 15555 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7066 members 
Mstep: Class 31 contains 12469 members 
Mstep: Class 32 contains 6933 members 
Mstep: Class 33 contains 9125 members 
Mstep: Class 34 contains 7008 members 
Mstep: Class 35 contains 8455 members 
Mstep: Class 36 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718064.000000 Penalty: 127934.179688
Iteration 422Q: 37 clusters Score -1.577181e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 11705 members 
Mstep: Class 3 contains 22459 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 7947 members 
Mstep: Class 8 contains 223406 members 
Mstep: Class 9 contains 97156 members 
Mstep: Class 10 contains 9924 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12260 members 
Mstep: Class 14 contains 305609 members 
Mstep: Class 15 contains 216900 members 
Mstep: Class 16 contains 9654 members 
Mstep: Class 17 contains 12316 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 7020 members 
Mstep: Class 20 contains 62900 members 
Mstep: Class 21 contains 127840 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 15554 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7068 members 
Mstep: Class 31 contains 12469 members 
Mstep: Class 32 contains 6934 members 
Mstep: Class 33 contains 9125 members 
Mstep: Class 34 contains 7009 members 
Mstep: Class 35 contains 8455 members 
Mstep: Class 36 contains 7688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718048.000000 Penalty: 127934.179688
Iteration 423Q: 37 clusters Score -1.57718e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 11703 members 
Mstep: Class 3 contains 22459 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101267 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 223404 members 
Mstep: Class 9 contains 97155 members 
Mstep: Class 10 contains 9924 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12259 members 
Mstep: Class 14 contains 305614 members 
Mstep: Class 15 contains 216901 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 12311 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 7022 members 
Mstep: Class 20 contains 62900 members 
Mstep: Class 21 contains 127840 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 15552 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9324 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7065 members 
Mstep: Class 31 contains 12470 members 
Mstep: Class 32 contains 6934 members 
Mstep: Class 33 contains 9125 members 
Mstep: Class 34 contains 7009 members 
Mstep: Class 35 contains 8456 members 
Mstep: Class 36 contains 7688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718128.000000 Penalty: 127934.179688
Iteration 424Q: 37 clusters Score -1.577181e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 11703 members 
Mstep: Class 3 contains 22458 members 
Mstep: Class 4 contains 9033 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101268 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 223403 members 
Mstep: Class 9 contains 97155 members 
Mstep: Class 10 contains 9925 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12256 members 
Mstep: Class 14 contains 305614 members 
Mstep: Class 15 contains 216903 members 
Mstep: Class 16 contains 9652 members 
Mstep: Class 17 contains 12307 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 7018 members 
Mstep: Class 20 contains 62900 members 
Mstep: Class 21 contains 127840 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9320 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12473 members 
Mstep: Class 32 contains 6934 members 
Mstep: Class 33 contains 9125 members 
Mstep: Class 34 contains 7009 members 
Mstep: Class 35 contains 8457 members 
Mstep: Class 36 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718096.000000 Penalty: 127934.179688
Iteration 425Q: 37 clusters Score -1.577181e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 11703 members 
Mstep: Class 3 contains 22459 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101268 members 
Mstep: Class 7 contains 7948 members 
Mstep: Class 8 contains 223403 members 
Mstep: Class 9 contains 97155 members 
Mstep: Class 10 contains 9925 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12253 members 
Mstep: Class 14 contains 305616 members 
Mstep: Class 15 contains 216911 members 
Mstep: Class 16 contains 9651 members 
Mstep: Class 17 contains 12302 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 7016 members 
Mstep: Class 20 contains 62900 members 
Mstep: Class 21 contains 127837 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7074 members 
Mstep: Class 31 contains 12471 members 
Mstep: Class 32 contains 6934 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 7009 members 
Mstep: Class 35 contains 8458 members 
Mstep: Class 36 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718144.000000 Penalty: 127934.179688
Iteration 426Q: 37 clusters Score -1.577181e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101271 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 223402 members 
Mstep: Class 9 contains 97155 members 
Mstep: Class 10 contains 9927 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12252 members 
Mstep: Class 14 contains 305617 members 
Mstep: Class 15 contains 216911 members 
Mstep: Class 16 contains 9652 members 
Mstep: Class 17 contains 12302 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 7016 members 
Mstep: Class 20 contains 62900 members 
Mstep: Class 21 contains 127835 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9320 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7074 members 
Mstep: Class 31 contains 12469 members 
Mstep: Class 32 contains 6934 members 
Mstep: Class 33 contains 9123 members 
Mstep: Class 34 contains 7009 members 
Mstep: Class 35 contains 8459 members 
Mstep: Class 36 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718096.000000 Penalty: 127934.179688
Iteration 427Q: 37 clusters Score -1.577181e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 11699 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9033 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101272 members 
Mstep: Class 7 contains 7944 members 
Mstep: Class 8 contains 223400 members 
Mstep: Class 9 contains 97156 members 
Mstep: Class 10 contains 9927 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12250 members 
Mstep: Class 14 contains 305620 members 
Mstep: Class 15 contains 216916 members 
Mstep: Class 16 contains 9650 members 
Mstep: Class 17 contains 12300 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7016 members 
Mstep: Class 20 contains 62900 members 
Mstep: Class 21 contains 127836 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227984 members 
Mstep: Class 25 contains 9320 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7073 members 
Mstep: Class 31 contains 12469 members 
Mstep: Class 32 contains 6934 members 
Mstep: Class 33 contains 9123 members 
Mstep: Class 34 contains 7009 members 
Mstep: Class 35 contains 8460 members 
Mstep: Class 36 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718176.000000 Penalty: 127934.179688
Iteration 428Q: 37 clusters Score -1.577182e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9033 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101271 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 223400 members 
Mstep: Class 9 contains 97158 members 
Mstep: Class 10 contains 9927 members 
Mstep: Class 11 contains 8959 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12248 members 
Mstep: Class 14 contains 305620 members 
Mstep: Class 15 contains 216923 members 
Mstep: Class 16 contains 9651 members 
Mstep: Class 17 contains 12297 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7016 members 
Mstep: Class 20 contains 62900 members 
Mstep: Class 21 contains 127835 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 9318 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12469 members 
Mstep: Class 32 contains 6933 members 
Mstep: Class 33 contains 9123 members 
Mstep: Class 34 contains 7009 members 
Mstep: Class 35 contains 8461 members 
Mstep: Class 36 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718272.000000 Penalty: 127934.179688
Iteration 429Q: 37 clusters Score -1.577183e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101272 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 223399 members 
Mstep: Class 9 contains 97160 members 
Mstep: Class 10 contains 9927 members 
Mstep: Class 11 contains 8957 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12247 members 
Mstep: Class 14 contains 305625 members 
Mstep: Class 15 contains 216925 members 
Mstep: Class 16 contains 9652 members 
Mstep: Class 17 contains 12298 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7014 members 
Mstep: Class 20 contains 62900 members 
Mstep: Class 21 contains 127833 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227988 members 
Mstep: Class 25 contains 9313 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5348 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12469 members 
Mstep: Class 32 contains 6933 members 
Mstep: Class 33 contains 9123 members 
Mstep: Class 34 contains 7009 members 
Mstep: Class 35 contains 8461 members 
Mstep: Class 36 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718304.000000 Penalty: 127934.179688
Iteration 430Q: 37 clusters Score -1.577183e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 11699 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101273 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 223396 members 
Mstep: Class 9 contains 97160 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12245 members 
Mstep: Class 14 contains 305628 members 
Mstep: Class 15 contains 216925 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 12296 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7014 members 
Mstep: Class 20 contains 62900 members 
Mstep: Class 21 contains 127831 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12469 members 
Mstep: Class 32 contains 6933 members 
Mstep: Class 33 contains 9123 members 
Mstep: Class 34 contains 7009 members 
Mstep: Class 35 contains 8461 members 
Mstep: Class 36 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718224.000000 Penalty: 127934.179688
Iteration 431Q: 37 clusters Score -1.577182e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 11699 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101274 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 223397 members 
Mstep: Class 9 contains 97161 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12243 members 
Mstep: Class 14 contains 305630 members 
Mstep: Class 15 contains 216924 members 
Mstep: Class 16 contains 9654 members 
Mstep: Class 17 contains 12294 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7014 members 
Mstep: Class 20 contains 62900 members 
Mstep: Class 21 contains 127829 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 9313 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12469 members 
Mstep: Class 32 contains 6934 members 
Mstep: Class 33 contains 9123 members 
Mstep: Class 34 contains 7009 members 
Mstep: Class 35 contains 8461 members 
Mstep: Class 36 contains 7690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718240.000000 Penalty: 127934.179688
Iteration 432Q: 37 clusters Score -1.577182e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 11699 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101274 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 223399 members 
Mstep: Class 9 contains 97161 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12242 members 
Mstep: Class 14 contains 305629 members 
Mstep: Class 15 contains 216923 members 
Mstep: Class 16 contains 9654 members 
Mstep: Class 17 contains 12293 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 62900 members 
Mstep: Class 21 contains 127828 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 11913 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12469 members 
Mstep: Class 32 contains 6934 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 7009 members 
Mstep: Class 35 contains 8461 members 
Mstep: Class 36 contains 7692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718224.000000 Penalty: 127934.179688
Iteration 433Q: 37 clusters Score -1.577182e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 11700 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101274 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 223399 members 
Mstep: Class 9 contains 97160 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12242 members 
Mstep: Class 14 contains 305628 members 
Mstep: Class 15 contains 216923 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 12293 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 62902 members 
Mstep: Class 21 contains 127828 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 9315 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12469 members 
Mstep: Class 32 contains 6932 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 7009 members 
Mstep: Class 35 contains 8461 members 
Mstep: Class 36 contains 7692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718240.000000 Penalty: 127934.179688
Iteration 434Q: 37 clusters Score -1.577182e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101274 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 223399 members 
Mstep: Class 9 contains 97160 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12242 members 
Mstep: Class 14 contains 305630 members 
Mstep: Class 15 contains 216923 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 62902 members 
Mstep: Class 21 contains 127827 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12470 members 
Mstep: Class 32 contains 6932 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 7010 members 
Mstep: Class 35 contains 8461 members 
Mstep: Class 36 contains 7692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718272.000000 Penalty: 127934.179688
Iteration 435Q: 37 clusters Score -1.577183e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 11702 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101274 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 223399 members 
Mstep: Class 9 contains 97160 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12242 members 
Mstep: Class 14 contains 305630 members 
Mstep: Class 15 contains 216923 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 12289 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 62902 members 
Mstep: Class 21 contains 127826 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12470 members 
Mstep: Class 32 contains 6932 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 7011 members 
Mstep: Class 35 contains 8461 members 
Mstep: Class 36 contains 7692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718272.000000 Penalty: 127934.179688
Iteration 436Q: 37 clusters Score -1.577183e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101274 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 223399 members 
Mstep: Class 9 contains 97160 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12242 members 
Mstep: Class 14 contains 305629 members 
Mstep: Class 15 contains 216923 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 62902 members 
Mstep: Class 21 contains 127825 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12470 members 
Mstep: Class 32 contains 6932 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 7011 members 
Mstep: Class 35 contains 8461 members 
Mstep: Class 36 contains 7692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718304.000000 Penalty: 127934.179688
Iteration 437Q: 37 clusters Score -1.577183e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101274 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 223398 members 
Mstep: Class 9 contains 97160 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12242 members 
Mstep: Class 14 contains 305629 members 
Mstep: Class 15 contains 216923 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 62902 members 
Mstep: Class 21 contains 127825 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12470 members 
Mstep: Class 32 contains 6932 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 7011 members 
Mstep: Class 35 contains 8461 members 
Mstep: Class 36 contains 7692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718288.000000 Penalty: 127934.179688
Iteration 438Q: 37 clusters Score -1.577183e+08 nChanged 2
Entering ConstructFrom: 
Score: -157718288.000000 Penalty: 127934.179688
Entering ConstructFrom: 
Trying to split cluster 1 (23948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Entering Unmasked Estep 
Score: -2146221.500000 Penalty: 2500.742676
	Iteration 0F: 2 clusters Score -2146222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2129577.500000 Penalty: 5001.485352
	Iteration 0F: 3 clusters Score -2129578 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2135498.250000 Penalty: 5001.485352
	Iteration 1F: 3 clusters Score -2135498 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2136195.500000 Penalty: 5001.485352
	Iteration 2F: 3 clusters Score -2136196 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2136923.750000 Penalty: 5001.485352
	Iteration 3F: 3 clusters Score -2136924 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2137633.500000 Penalty: 5001.485352
	Iteration 4F: 3 clusters Score -2137634 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2138263.000000 Penalty: 5001.485352
	Iteration 5F: 3 clusters Score -2138263 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2138734.750000 Penalty: 5001.485352
	Iteration 6Q: 3 clusters Score -2138735 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2139104.750000 Penalty: 5001.485352
	Iteration 7Q: 3 clusters Score -2139105 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2139391.750000 Penalty: 5001.485352
	Iteration 8Q: 3 clusters Score -2139392 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2139609.750000 Penalty: 5001.485352
	Iteration 9Q: 3 clusters Score -2139610 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2139799.500000 Penalty: 5001.485352
	Iteration 10Q: 3 clusters Score -2139800 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2139944.750000 Penalty: 5001.485352
	Iteration 11Q: 3 clusters Score -2139945 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2140056.250000 Penalty: 5001.485352
	Iteration 12Q: 3 clusters Score -2140056 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2140157.750000 Penalty: 5001.485352
	Iteration 13Q: 3 clusters Score -2140158 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2140242.500000 Penalty: 5001.485352
	Iteration 14Q: 3 clusters Score -2140242 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2140327.250000 Penalty: 5001.485352
	Iteration 15Q: 3 clusters Score -2140327 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2140416.500000 Penalty: 5001.485352
	Iteration 16Q: 3 clusters Score -2140416 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2140484.750000 Penalty: 5001.485352
	Iteration 17Q: 3 clusters Score -2140485 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2140556.000000 Penalty: 5001.485352
	Iteration 18Q: 3 clusters Score -2140556 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2140612.750000 Penalty: 5001.485352
	Iteration 19Q: 3 clusters Score -2140613 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2140682.250000 Penalty: 5001.485352
	Iteration 20F: 3 clusters Score -2140682 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2140750.000000 Penalty: 5001.485352
	Iteration 21Q: 3 clusters Score -2140750 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2140807.250000 Penalty: 5001.485352
	Iteration 22Q: 3 clusters Score -2140807 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2140897.250000 Penalty: 5001.485352
	Iteration 23Q: 3 clusters Score -2140897 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2140958.750000 Penalty: 5001.485352
	Iteration 24Q: 3 clusters Score -2140959 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2141043.750000 Penalty: 5001.485352
	Iteration 25Q: 3 clusters Score -2141044 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2141121.750000 Penalty: 5001.485352
	Iteration 26Q: 3 clusters Score -2141122 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2141226.750000 Penalty: 5001.485352
	Iteration 27Q: 3 clusters Score -2141227 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2141311.750000 Penalty: 5001.485352
	Iteration 28Q: 3 clusters Score -2141312 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2141379.750000 Penalty: 5001.485352
	Iteration 29Q: 3 clusters Score -2141380 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2141456.500000 Penalty: 5001.485352
	Iteration 30Q: 3 clusters Score -2141456 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2141537.250000 Penalty: 5001.485352
	Iteration 31Q: 3 clusters Score -2141537 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2141619.250000 Penalty: 5001.485352
	Iteration 32Q: 3 clusters Score -2141619 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2141710.750000 Penalty: 5001.485352
	Iteration 33Q: 3 clusters Score -2141711 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2141810.000000 Penalty: 5001.485352
	Iteration 34Q: 3 clusters Score -2141810 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2141900.500000 Penalty: 5001.485352
	Iteration 35Q: 3 clusters Score -2141900 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2141981.500000 Penalty: 5001.485352
	Iteration 36Q: 3 clusters Score -2141982 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2142071.000000 Penalty: 5001.485352
	Iteration 37Q: 3 clusters Score -2142071 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2142188.750000 Penalty: 5001.485352
	Iteration 38Q: 3 clusters Score -2142189 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2142339.750000 Penalty: 5001.485352
	Iteration 39Q: 3 clusters Score -2142340 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2142522.500000 Penalty: 5001.485352
	Iteration 40F: 3 clusters Score -2142522 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2142727.000000 Penalty: 5001.485352
	Iteration 41Q: 3 clusters Score -2142727 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2142930.750000 Penalty: 5001.485352
	Iteration 42Q: 3 clusters Score -2142931 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2143096.000000 Penalty: 5001.485352
	Iteration 43Q: 3 clusters Score -2143096 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2143242.250000 Penalty: 5001.485352
	Iteration 44Q: 3 clusters Score -2143242 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2143366.000000 Penalty: 5001.485352
	Iteration 45Q: 3 clusters Score -2143366 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2143471.500000 Penalty: 5001.485352
	Iteration 46Q: 3 clusters Score -2143472 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2143537.750000 Penalty: 5001.485352
	Iteration 47Q: 3 clusters Score -2143538 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2143612.250000 Penalty: 5001.485352
	Iteration 48Q: 3 clusters Score -2143612 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2143677.750000 Penalty: 5001.485352
	Iteration 49Q: 3 clusters Score -2143678 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2143728.000000 Penalty: 5001.485352
	Iteration 50Q: 3 clusters Score -2143728 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2143789.750000 Penalty: 5001.485352
	Iteration 51Q: 3 clusters Score -2143790 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2143852.500000 Penalty: 5001.485352
	Iteration 52Q: 3 clusters Score -2143852 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2143910.750000 Penalty: 5001.485352
	Iteration 53Q: 3 clusters Score -2143911 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2143973.750000 Penalty: 5001.485352
	Iteration 54Q: 3 clusters Score -2143974 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2144029.250000 Penalty: 5001.485352
	Iteration 55Q: 3 clusters Score -2144029 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2144064.750000 Penalty: 5001.485352
	Iteration 56Q: 3 clusters Score -2144065 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2144112.750000 Penalty: 5001.485352
	Iteration 57Q: 3 clusters Score -2144113 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2144149.250000 Penalty: 5001.485352
	Iteration 58Q: 3 clusters Score -2144149 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2144176.750000 Penalty: 5001.485352
	Iteration 59Q: 3 clusters Score -2144177 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2144193.750000 Penalty: 5001.485352
	Iteration 60F: 3 clusters Score -2144194 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2144218.500000 Penalty: 5001.485352
	Iteration 61Q: 3 clusters Score -2144218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2144235.750000 Penalty: 5001.485352
	Iteration 62Q: 3 clusters Score -2144236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2144249.500000 Penalty: 5001.485352
	Iteration 63Q: 3 clusters Score -2144250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2144263.250000 Penalty: 5001.485352
	Iteration 64Q: 3 clusters Score -2144263 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2144286.000000 Penalty: 5001.485352
	Iteration 65Q: 3 clusters Score -2144286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2144295.000000 Penalty: 5001.485352
	Iteration 66Q: 3 clusters Score -2144295 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2144301.000000 Penalty: 5001.485352
	Iteration 67Q: 3 clusters Score -2144301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2144315.500000 Penalty: 5001.485352
	Iteration 68Q: 3 clusters Score -2144316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2144315.500000 Penalty: 5001.485352
	Iteration 69Q: 3 clusters Score -2144316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2144327.750000 Penalty: 5001.485352
	Iteration 70Q: 3 clusters Score -2144328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2144329.000000 Penalty: 5001.485352
	Iteration 71Q: 3 clusters Score -2144329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2144339.750000 Penalty: 5001.485352
	Iteration 72Q: 3 clusters Score -2144340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2144340.500000 Penalty: 5001.485352
	Iteration 73Q: 3 clusters Score -2144340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2144349.000000 Penalty: 5001.485352
	Iteration 74Q: 3 clusters Score -2144349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2144352.250000 Penalty: 5001.485352
	Iteration 75Q: 3 clusters Score -2144352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2144356.250000 Penalty: 5001.485352
	Iteration 76Q: 3 clusters Score -2144356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2144356.250000 Penalty: 5001.485352
	Iteration 77Q: 3 clusters Score -2144356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2144359.250000 Penalty: 5001.485352
	Iteration 78Q: 3 clusters Score -2144359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2144364.500000 Penalty: 5001.485352
	Iteration 79Q: 3 clusters Score -2144364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2144367.750000 Penalty: 5001.485352
	Iteration 80F: 3 clusters Score -2144368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2144368.250000 Penalty: 5001.485352
	Iteration 81Q: 3 clusters Score -2144368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2144372.250000 Penalty: 5001.485352
	Iteration 82Q: 3 clusters Score -2144372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2144371.000000 Penalty: 5001.485352
	Iteration 83Q: 3 clusters Score -2144371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2144372.750000 Penalty: 5001.485352
	Iteration 84Q: 3 clusters Score -2144373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2144384.750000 Penalty: 5001.485352
	Iteration 85Q: 3 clusters Score -2144385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2144387.000000 Penalty: 5001.485352
	Iteration 86Q: 3 clusters Score -2144387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2144390.000000 Penalty: 5001.485352
	Iteration 87Q: 3 clusters Score -2144390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2144397.250000 Penalty: 5001.485352
	Iteration 88Q: 3 clusters Score -2144397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2144402.750000 Penalty: 5001.485352
	Iteration 89Q: 3 clusters Score -2144403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2144404.750000 Penalty: 5001.485352
	Iteration 90Q: 3 clusters Score -2144405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2144411.750000 Penalty: 5001.485352
	Iteration 91Q: 3 clusters Score -2144412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2144417.500000 Penalty: 5001.485352
	Iteration 92Q: 3 clusters Score -2144418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2144420.250000 Penalty: 5001.485352
	Iteration 93Q: 3 clusters Score -2144420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2144421.500000 Penalty: 5001.485352
	Iteration 94Q: 3 clusters Score -2144422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2144427.250000 Penalty: 5001.485352
	Iteration 95Q: 3 clusters Score -2144427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2144425.500000 Penalty: 5001.485352
	Iteration 96Q: 3 clusters Score -2144426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2144432.500000 Penalty: 5001.485352
	Iteration 97Q: 3 clusters Score -2144432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2144433.750000 Penalty: 5001.485352
	Iteration 98Q: 3 clusters Score -2144434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2144440.750000 Penalty: 5001.485352
	Iteration 99Q: 3 clusters Score -2144441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2144443.000000 Penalty: 5001.485352
	Iteration 100F: 3 clusters Score -2144443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2144445.500000 Penalty: 5001.485352
	Iteration 101Q: 3 clusters Score -2144446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2144443.500000 Penalty: 5001.485352
	Iteration 102Q: 3 clusters Score -2144444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2144443.750000 Penalty: 5001.485352
	Iteration 103Q: 3 clusters Score -2144444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2144444.250000 Penalty: 5001.485352
	Iteration 104Q: 3 clusters Score -2144444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2144443.250000 Penalty: 5001.485352
	Iteration 105Q: 3 clusters Score -2144443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2144443.500000 Penalty: 5001.485352
	Iteration 106Q: 3 clusters Score -2144444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2144443.500000 Penalty: 5001.485352
	Iteration 107Q: 3 clusters Score -2144444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2144443.250000 Penalty: 5001.485352
	Iteration 108Q: 3 clusters Score -2144443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2144442.000000 Penalty: 5001.485352
	Iteration 109Q: 3 clusters Score -2144442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2144443.500000 Penalty: 5001.485352
	Iteration 110Q: 3 clusters Score -2144444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2144446.500000 Penalty: 5001.485352
	Iteration 111Q: 3 clusters Score -2144446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2144446.500000 Penalty: 5001.485352
	Iteration 112Q: 3 clusters Score -2144446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2144446.250000 Penalty: 5001.485352
	Iteration 113Q: 3 clusters Score -2144446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2144448.250000 Penalty: 5001.485352
	Iteration 114Q: 3 clusters Score -2144448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2144451.500000 Penalty: 5001.485352
	Iteration 115Q: 3 clusters Score -2144452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2144453.750000 Penalty: 5001.485352
	Iteration 116Q: 3 clusters Score -2144454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2144452.500000 Penalty: 5001.485352
	Iteration 117Q: 3 clusters Score -2144452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2144449.250000 Penalty: 5001.485352
	Iteration 118Q: 3 clusters Score -2144449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2144450.250000 Penalty: 5001.485352
	Iteration 119Q: 3 clusters Score -2144450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2144451.750000 Penalty: 5001.485352
	Iteration 120F: 3 clusters Score -2144452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2144455.000000 Penalty: 5001.485352
	Iteration 121Q: 3 clusters Score -2144455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2144453.250000 Penalty: 5001.485352
	Iteration 122Q: 3 clusters Score -2144453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2144453.250000 Penalty: 5001.485352
	Iteration 123F: 3 clusters Score -2144453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Entering Unmasked Estep 
Score: -1100953.000000 Penalty: 2323.122559
	Iteration 0F: 2 clusters Score -1100953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1092253.250000 Penalty: 4646.245117
	Iteration 0F: 3 clusters Score -1092253 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1094990.625000 Penalty: 4646.245117
	Iteration 1F: 3 clusters Score -1094991 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1095438.625000 Penalty: 4646.245117
	Iteration 2F: 3 clusters Score -1095439 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1095896.625000 Penalty: 4646.245117
	Iteration 3F: 3 clusters Score -1095897 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1096436.625000 Penalty: 4646.245117
	Iteration 4F: 3 clusters Score -1096437 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1097188.750000 Penalty: 4646.245117
	Iteration 5F: 3 clusters Score -1097189 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1098045.750000 Penalty: 4646.245117
	Iteration 6F: 3 clusters Score -1098046 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1098828.250000 Penalty: 4646.245117
	Iteration 7F: 3 clusters Score -1098828 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1099380.250000 Penalty: 4646.245117
	Iteration 8F: 3 clusters Score -1099380 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1099721.375000 Penalty: 4646.245117
	Iteration 9Q: 3 clusters Score -1099721 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1099912.250000 Penalty: 4646.245117
	Iteration 10Q: 3 clusters Score -1099912 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1100045.625000 Penalty: 4646.245117
	Iteration 11Q: 3 clusters Score -1100046 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1100145.250000 Penalty: 4646.245117
	Iteration 12Q: 3 clusters Score -1100145 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1100215.375000 Penalty: 4646.245117
	Iteration 13Q: 3 clusters Score -1100215 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1100280.000000 Penalty: 4646.245117
	Iteration 14Q: 3 clusters Score -1100280 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1100321.250000 Penalty: 4646.245117
	Iteration 15Q: 3 clusters Score -1100321 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1100351.750000 Penalty: 4646.245117
	Iteration 16Q: 3 clusters Score -1100352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1100380.375000 Penalty: 4646.245117
	Iteration 17Q: 3 clusters Score -1100380 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1100408.250000 Penalty: 4646.245117
	Iteration 18Q: 3 clusters Score -1100408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1100431.000000 Penalty: 4646.245117
	Iteration 19Q: 3 clusters Score -1100431 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1100466.250000 Penalty: 4646.245117
	Iteration 20F: 3 clusters Score -1100466 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1100485.875000 Penalty: 4646.245117
	Iteration 21Q: 3 clusters Score -1100486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1100495.500000 Penalty: 4646.245117
	Iteration 22Q: 3 clusters Score -1100496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1100502.750000 Penalty: 4646.245117
	Iteration 23Q: 3 clusters Score -1100503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1100513.500000 Penalty: 4646.245117
	Iteration 24Q: 3 clusters Score -1100514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1100516.625000 Penalty: 4646.245117
	Iteration 25Q: 3 clusters Score -1100517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1100521.125000 Penalty: 4646.245117
	Iteration 26Q: 3 clusters Score -1100521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1100526.500000 Penalty: 4646.245117
	Iteration 27Q: 3 clusters Score -1100526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1100528.750000 Penalty: 4646.245117
	Iteration 28Q: 3 clusters Score -1100529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1100535.625000 Penalty: 4646.245117
	Iteration 29Q: 3 clusters Score -1100536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1100539.375000 Penalty: 4646.245117
	Iteration 30Q: 3 clusters Score -1100539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1100543.125000 Penalty: 4646.245117
	Iteration 31Q: 3 clusters Score -1100543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1100543.625000 Penalty: 4646.245117
	Iteration 32Q: 3 clusters Score -1100544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1100546.000000 Penalty: 4646.245117
	Iteration 33Q: 3 clusters Score -1100546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1100545.625000 Penalty: 4646.245117
	Iteration 34Q: 3 clusters Score -1100546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1100546.500000 Penalty: 4646.245117
	Iteration 35Q: 3 clusters Score -1100546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1100546.500000 Penalty: 4646.245117
	Iteration 36F: 3 clusters Score -1100546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Entering Unmasked Estep 
Score: -2173308.500000 Penalty: 2484.833740
	Iteration 0F: 2 clusters Score -2173308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2157600.500000 Penalty: 4969.667480
	Iteration 0F: 3 clusters Score -2157600 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2163068.000000 Penalty: 4969.667480
	Iteration 1F: 3 clusters Score -2163068 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2163588.250000 Penalty: 4969.667480
	Iteration 2F: 3 clusters Score -2163588 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2164110.500000 Penalty: 4969.667480
	Iteration 3F: 3 clusters Score -2164110 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2164662.750000 Penalty: 4969.667480
	Iteration 4Q: 3 clusters Score -2164663 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2165352.500000 Penalty: 4969.667480
	Iteration 5F: 3 clusters Score -2165352 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2166101.500000 Penalty: 4969.667480
	Iteration 6F: 3 clusters Score -2166102 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2166875.750000 Penalty: 4969.667480
	Iteration 7F: 3 clusters Score -2166876 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2167528.000000 Penalty: 4969.667480
	Iteration 8Q: 3 clusters Score -2167528 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2168018.250000 Penalty: 4969.667480
	Iteration 9Q: 3 clusters Score -2168018 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2168389.250000 Penalty: 4969.667480
	Iteration 10Q: 3 clusters Score -2168389 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2168692.250000 Penalty: 4969.667480
	Iteration 11Q: 3 clusters Score -2168692 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2168945.250000 Penalty: 4969.667480
	Iteration 12Q: 3 clusters Score -2168945 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2169167.250000 Penalty: 4969.667480
	Iteration 13Q: 3 clusters Score -2169167 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2169328.250000 Penalty: 4969.667480
	Iteration 14Q: 3 clusters Score -2169328 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2169478.500000 Penalty: 4969.667480
	Iteration 15Q: 3 clusters Score -2169478 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2169620.750000 Penalty: 4969.667480
	Iteration 16Q: 3 clusters Score -2169621 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2169765.750000 Penalty: 4969.667480
	Iteration 17Q: 3 clusters Score -2169766 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2169925.250000 Penalty: 4969.667480
	Iteration 18Q: 3 clusters Score -2169925 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2170104.250000 Penalty: 4969.667480
	Iteration 19Q: 3 clusters Score -2170104 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2170258.750000 Penalty: 4969.667480
	Iteration 20F: 3 clusters Score -2170259 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2170408.750000 Penalty: 4969.667480
	Iteration 21Q: 3 clusters Score -2170409 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2170578.750000 Penalty: 4969.667480
	Iteration 22Q: 3 clusters Score -2170579 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2170727.250000 Penalty: 4969.667480
	Iteration 23Q: 3 clusters Score -2170727 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2170840.750000 Penalty: 4969.667480
	Iteration 24Q: 3 clusters Score -2170841 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2170934.250000 Penalty: 4969.667480
	Iteration 25Q: 3 clusters Score -2170934 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2170998.250000 Penalty: 4969.667480
	Iteration 26Q: 3 clusters Score -2170998 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2171058.750000 Penalty: 4969.667480
	Iteration 27Q: 3 clusters Score -2171059 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2171104.000000 Penalty: 4969.667480
	Iteration 28Q: 3 clusters Score -2171104 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2171136.500000 Penalty: 4969.667480
	Iteration 29Q: 3 clusters Score -2171136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2171166.500000 Penalty: 4969.667480
	Iteration 30Q: 3 clusters Score -2171166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2171178.250000 Penalty: 4969.667480
	Iteration 31Q: 3 clusters Score -2171178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2171193.500000 Penalty: 4969.667480
	Iteration 32Q: 3 clusters Score -2171194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2171211.250000 Penalty: 4969.667480
	Iteration 33Q: 3 clusters Score -2171211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2171220.250000 Penalty: 4969.667480
	Iteration 34Q: 3 clusters Score -2171220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2171232.500000 Penalty: 4969.667480
	Iteration 35Q: 3 clusters Score -2171232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2171241.500000 Penalty: 4969.667480
	Iteration 36Q: 3 clusters Score -2171242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2171248.000000 Penalty: 4969.667480
	Iteration 37Q: 3 clusters Score -2171248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2171251.500000 Penalty: 4969.667480
	Iteration 38Q: 3 clusters Score -2171252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2171255.250000 Penalty: 4969.667480
	Iteration 39Q: 3 clusters Score -2171255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2171254.500000 Penalty: 4969.667480
	Iteration 40F: 3 clusters Score -2171254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2171258.000000 Penalty: 4969.667480
	Iteration 41Q: 3 clusters Score -2171258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2171258.000000 Penalty: 4969.667480
	Iteration 42Q: 3 clusters Score -2171258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2171261.250000 Penalty: 4969.667480
	Iteration 43Q: 3 clusters Score -2171261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2171261.500000 Penalty: 4969.667480
	Iteration 44Q: 3 clusters Score -2171262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2171263.250000 Penalty: 4969.667480
	Iteration 45Q: 3 clusters Score -2171263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2171264.750000 Penalty: 4969.667480
	Iteration 46Q: 3 clusters Score -2171265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2171259.500000 Penalty: 4969.667480
	Iteration 47Q: 3 clusters Score -2171260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2171260.000000 Penalty: 4969.667480
	Iteration 48Q: 3 clusters Score -2171260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2171263.000000 Penalty: 4969.667480
	Iteration 49Q: 3 clusters Score -2171263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2171267.500000 Penalty: 4969.667480
	Iteration 50Q: 3 clusters Score -2171268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2171273.500000 Penalty: 4969.667480
	Iteration 51Q: 3 clusters Score -2171274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2171271.500000 Penalty: 4969.667480
	Iteration 52Q: 3 clusters Score -2171272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2171277.250000 Penalty: 4969.667480
	Iteration 53Q: 3 clusters Score -2171277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2171275.500000 Penalty: 4969.667480
	Iteration 54Q: 3 clusters Score -2171276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2171275.500000 Penalty: 4969.667480
	Iteration 55F: 3 clusters Score -2171276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Entering Unmasked Estep 
Score: -746981.375000 Penalty: 2258.860352
	Iteration 0F: 2 clusters Score -746981.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -740043.125000 Penalty: 4517.720703
	Iteration 0F: 3 clusters Score -740043.1 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -742515.000000 Penalty: 4517.720703
	Iteration 1F: 3 clusters Score -742515 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -743321.687500 Penalty: 4517.720703
	Iteration 2F: 3 clusters Score -743321.7 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -744015.312500 Penalty: 4517.720703
	Iteration 3F: 3 clusters Score -744015.3 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -744553.500000 Penalty: 4517.720703
	Iteration 4F: 3 clusters Score -744553.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -744939.562500 Penalty: 4517.720703
	Iteration 5F: 3 clusters Score -744939.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -745249.500000 Penalty: 4517.720703
	Iteration 6Q: 3 clusters Score -745249.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -745474.500000 Penalty: 4517.720703
	Iteration 7Q: 3 clusters Score -745474.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -745644.000000 Penalty: 4517.720703
	Iteration 8Q: 3 clusters Score -745644 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -745741.375000 Penalty: 4517.720703
	Iteration 9Q: 3 clusters Score -745741.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -745833.937500 Penalty: 4517.720703
	Iteration 10Q: 3 clusters Score -745833.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -745932.250000 Penalty: 4517.720703
	Iteration 11Q: 3 clusters Score -745932.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -746014.750000 Penalty: 4517.720703
	Iteration 12Q: 3 clusters Score -746014.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -746079.312500 Penalty: 4517.720703
	Iteration 13Q: 3 clusters Score -746079.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -746144.437500 Penalty: 4517.720703
	Iteration 14Q: 3 clusters Score -746144.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -746181.812500 Penalty: 4517.720703
	Iteration 15Q: 3 clusters Score -746181.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -746206.812500 Penalty: 4517.720703
	Iteration 16Q: 3 clusters Score -746206.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -746235.625000 Penalty: 4517.720703
	Iteration 17Q: 3 clusters Score -746235.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -746258.500000 Penalty: 4517.720703
	Iteration 18Q: 3 clusters Score -746258.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -746285.125000 Penalty: 4517.720703
	Iteration 19Q: 3 clusters Score -746285.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -746396.125000 Penalty: 4517.720703
	Iteration 20F: 3 clusters Score -746396.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -746536.125000 Penalty: 4517.720703
	Iteration 21Q: 3 clusters Score -746536.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -746589.875000 Penalty: 4517.720703
	Iteration 22Q: 3 clusters Score -746589.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -746621.312500 Penalty: 4517.720703
	Iteration 23Q: 3 clusters Score -746621.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -746646.500000 Penalty: 4517.720703
	Iteration 24Q: 3 clusters Score -746646.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -746666.875000 Penalty: 4517.720703
	Iteration 25Q: 3 clusters Score -746666.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -746686.062500 Penalty: 4517.720703
	Iteration 26Q: 3 clusters Score -746686.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -746689.812500 Penalty: 4517.720703
	Iteration 27Q: 3 clusters Score -746689.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -746700.875000 Penalty: 4517.720703
	Iteration 28Q: 3 clusters Score -746700.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -746704.875000 Penalty: 4517.720703
	Iteration 29Q: 3 clusters Score -746704.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -746712.250000 Penalty: 4517.720703
	Iteration 30Q: 3 clusters Score -746712.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -746716.937500 Penalty: 4517.720703
	Iteration 31Q: 3 clusters Score -746716.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -746720.937500 Penalty: 4517.720703
	Iteration 32Q: 3 clusters Score -746720.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -746725.625000 Penalty: 4517.720703
	Iteration 33Q: 3 clusters Score -746725.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -746731.625000 Penalty: 4517.720703
	Iteration 34Q: 3 clusters Score -746731.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -746733.937500 Penalty: 4517.720703
	Iteration 35Q: 3 clusters Score -746733.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -746736.187500 Penalty: 4517.720703
	Iteration 36Q: 3 clusters Score -746736.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -746738.250000 Penalty: 4517.720703
	Iteration 37Q: 3 clusters Score -746738.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -746739.812500 Penalty: 4517.720703
	Iteration 38Q: 3 clusters Score -746739.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -746742.250000 Penalty: 4517.720703
	Iteration 39Q: 3 clusters Score -746742.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -746744.937500 Penalty: 4517.720703
	Iteration 40F: 3 clusters Score -746744.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -746745.062500 Penalty: 4517.720703
	Iteration 41Q: 3 clusters Score -746745.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -746746.937500 Penalty: 4517.720703
	Iteration 42Q: 3 clusters Score -746746.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -746747.687500 Penalty: 4517.720703
	Iteration 43Q: 3 clusters Score -746747.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -746749.875000 Penalty: 4517.720703
	Iteration 44Q: 3 clusters Score -746749.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -746751.437500 Penalty: 4517.720703
	Iteration 45Q: 3 clusters Score -746751.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -746752.625000 Penalty: 4517.720703
	Iteration 46Q: 3 clusters Score -746752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -746752.937500 Penalty: 4517.720703
	Iteration 47Q: 3 clusters Score -746752.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -746753.125000 Penalty: 4517.720703
	Iteration 48Q: 3 clusters Score -746753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -746751.937500 Penalty: 4517.720703
	Iteration 49Q: 3 clusters Score -746751.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -746752.562500 Penalty: 4517.720703
	Iteration 50Q: 3 clusters Score -746752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -746754.187500 Penalty: 4517.720703
	Iteration 51Q: 3 clusters Score -746754.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -746758.812500 Penalty: 4517.720703
	Iteration 52Q: 3 clusters Score -746758.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -746758.750000 Penalty: 4517.720703
	Iteration 53Q: 3 clusters Score -746758.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -746758.125000 Penalty: 4517.720703
	Iteration 54Q: 3 clusters Score -746758.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -746761.250000 Penalty: 4517.720703
	Iteration 55Q: 3 clusters Score -746761.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -746761.750000 Penalty: 4517.720703
	Iteration 56Q: 3 clusters Score -746761.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -746761.687500 Penalty: 4517.720703
	Iteration 57Q: 3 clusters Score -746761.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -746765.812500 Penalty: 4517.720703
	Iteration 58Q: 3 clusters Score -746765.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -746763.625000 Penalty: 4517.720703
	Iteration 59Q: 3 clusters Score -746763.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -746764.375000 Penalty: 4517.720703
	Iteration 60F: 3 clusters Score -746764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -746766.750000 Penalty: 4517.720703
	Iteration 61Q: 3 clusters Score -746766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -746767.812500 Penalty: 4517.720703
	Iteration 62Q: 3 clusters Score -746767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -746768.000000 Penalty: 4517.720703
	Iteration 63Q: 3 clusters Score -746768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -746766.187500 Penalty: 4517.720703
	Iteration 64Q: 3 clusters Score -746766.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -746767.000000 Penalty: 4517.720703
	Iteration 65Q: 3 clusters Score -746767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -746769.250000 Penalty: 4517.720703
	Iteration 66Q: 3 clusters Score -746769.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -746770.937500 Penalty: 4517.720703
	Iteration 67Q: 3 clusters Score -746770.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -746770.750000 Penalty: 4517.720703
	Iteration 68Q: 3 clusters Score -746770.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -746770.937500 Penalty: 4517.720703
	Iteration 69Q: 3 clusters Score -746770.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -746771.812500 Penalty: 4517.720703
	Iteration 70Q: 3 clusters Score -746771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -746771.812500 Penalty: 4517.720703
	Iteration 71Q: 3 clusters Score -746771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -746772.437500 Penalty: 4517.720703
	Iteration 72Q: 3 clusters Score -746772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -746773.937500 Penalty: 4517.720703
	Iteration 73Q: 3 clusters Score -746773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -746774.000000 Penalty: 4517.720703
	Iteration 74Q: 3 clusters Score -746774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -746774.875000 Penalty: 4517.720703
	Iteration 75Q: 3 clusters Score -746774.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -746775.437500 Penalty: 4517.720703
	Iteration 76Q: 3 clusters Score -746775.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -746775.437500 Penalty: 4517.720703
	Iteration 77F: 3 clusters Score -746775.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Entering Unmasked Estep 
Score: -1485894.500000 Penalty: 2388.265625
	Iteration 0F: 2 clusters Score -1485894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1475004.000000 Penalty: 4776.531250
	Iteration 0F: 3 clusters Score -1475004 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1478493.125000 Penalty: 4776.531250
	Iteration 1F: 3 clusters Score -1478493 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1478838.625000 Penalty: 4776.531250
	Iteration 2F: 3 clusters Score -1478839 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1479157.625000 Penalty: 4776.531250
	Iteration 3Q: 3 clusters Score -1479158 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1479509.500000 Penalty: 4776.531250
	Iteration 4Q: 3 clusters Score -1479510 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1479884.625000 Penalty: 4776.531250
	Iteration 5Q: 3 clusters Score -1479885 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1480332.875000 Penalty: 4776.531250
	Iteration 6Q: 3 clusters Score -1480333 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1480881.000000 Penalty: 4776.531250
	Iteration 7F: 3 clusters Score -1480881 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1481582.000000 Penalty: 4776.531250
	Iteration 8F: 3 clusters Score -1481582 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1482485.500000 Penalty: 4776.531250
	Iteration 9F: 3 clusters Score -1482486 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1483424.125000 Penalty: 4776.531250
	Iteration 10F: 3 clusters Score -1483424 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1484171.375000 Penalty: 4776.531250
	Iteration 11F: 3 clusters Score -1484171 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1484558.250000 Penalty: 4776.531250
	Iteration 12Q: 3 clusters Score -1484558 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1484796.875000 Penalty: 4776.531250
	Iteration 13Q: 3 clusters Score -1484797 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1484964.250000 Penalty: 4776.531250
	Iteration 14Q: 3 clusters Score -1484964 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1485114.500000 Penalty: 4776.531250
	Iteration 15Q: 3 clusters Score -1485114 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1485284.250000 Penalty: 4776.531250
	Iteration 16Q: 3 clusters Score -1485284 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1485507.125000 Penalty: 4776.531250
	Iteration 17Q: 3 clusters Score -1485507 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1485644.625000 Penalty: 4776.531250
	Iteration 18Q: 3 clusters Score -1485645 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1485703.375000 Penalty: 4776.531250
	Iteration 19Q: 3 clusters Score -1485703 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1485720.125000 Penalty: 4776.531250
	Iteration 20F: 3 clusters Score -1485720 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1485742.875000 Penalty: 4776.531250
	Iteration 21Q: 3 clusters Score -1485743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1485750.750000 Penalty: 4776.531250
	Iteration 22Q: 3 clusters Score -1485751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1485754.375000 Penalty: 4776.531250
	Iteration 23Q: 3 clusters Score -1485754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1485765.500000 Penalty: 4776.531250
	Iteration 24Q: 3 clusters Score -1485766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1485764.500000 Penalty: 4776.531250
	Iteration 25Q: 3 clusters Score -1485764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1485768.750000 Penalty: 4776.531250
	Iteration 26Q: 3 clusters Score -1485769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1485769.750000 Penalty: 4776.531250
	Iteration 27Q: 3 clusters Score -1485770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1485770.000000 Penalty: 4776.531250
	Iteration 28Q: 3 clusters Score -1485770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1485773.875000 Penalty: 4776.531250
	Iteration 29Q: 3 clusters Score -1485774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1485774.625000 Penalty: 4776.531250
	Iteration 30Q: 3 clusters Score -1485775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1485778.750000 Penalty: 4776.531250
	Iteration 31Q: 3 clusters Score -1485779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1485778.000000 Penalty: 4776.531250
	Iteration 32Q: 3 clusters Score -1485778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1485780.625000 Penalty: 4776.531250
	Iteration 33Q: 3 clusters Score -1485781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1485780.875000 Penalty: 4776.531250
	Iteration 34Q: 3 clusters Score -1485781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1485783.250000 Penalty: 4776.531250
	Iteration 35Q: 3 clusters Score -1485783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1485779.875000 Penalty: 4776.531250
	Iteration 36Q: 3 clusters Score -1485780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1485780.750000 Penalty: 4776.531250
	Iteration 37Q: 3 clusters Score -1485781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1485783.375000 Penalty: 4776.531250
	Iteration 38Q: 3 clusters Score -1485783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1485785.500000 Penalty: 4776.531250
	Iteration 39Q: 3 clusters Score -1485786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1485784.625000 Penalty: 4776.531250
	Iteration 40F: 3 clusters Score -1485785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1485786.375000 Penalty: 4776.531250
	Iteration 41Q: 3 clusters Score -1485786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1485786.375000 Penalty: 4776.531250
	Iteration 42F: 3 clusters Score -1485786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101275 members 
Entering Unmasked Estep 
Score: -9990998.000000 Penalty: 2858.347412
	Iteration 0F: 2 clusters Score -9990998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -9922966.000000 Penalty: 5716.694824
	Iteration 0F: 3 clusters Score -9922966 nChanged 47960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -9950078.000000 Penalty: 5716.694824
	Iteration 1F: 3 clusters Score -9950078 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -9950752.000000 Penalty: 5716.694824
	Iteration 2Q: 3 clusters Score -9950752 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -9951643.000000 Penalty: 5716.694824
	Iteration 3Q: 3 clusters Score -9951643 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -9952790.000000 Penalty: 5716.694824
	Iteration 4Q: 3 clusters Score -9952790 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -9954396.000000 Penalty: 5716.694824
	Iteration 5Q: 3 clusters Score -9954396 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 61677 members 
Entering Unmasked Estep 
Score: -9956769.000000 Penalty: 5716.694824
	Iteration 6Q: 3 clusters Score -9956769 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -9960204.000000 Penalty: 5716.694824
	Iteration 7F: 3 clusters Score -9960204 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 71466 members 
Entering Unmasked Estep 
Score: -9964900.000000 Penalty: 5716.694824
	Iteration 8F: 3 clusters Score -9964900 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -9970342.000000 Penalty: 5716.694824
	Iteration 9F: 3 clusters Score -9970342 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 82454 members 
Entering Unmasked Estep 
Score: -9975105.000000 Penalty: 5716.694824
	Iteration 10F: 3 clusters Score -9975105 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -9978555.000000 Penalty: 5716.694824
	Iteration 11Q: 3 clusters Score -9978555 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 89636 members 
Entering Unmasked Estep 
Score: -9980923.000000 Penalty: 5716.694824
	Iteration 12Q: 3 clusters Score -9980923 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -9982794.000000 Penalty: 5716.694824
	Iteration 13Q: 3 clusters Score -9982794 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 94092 members 
Entering Unmasked Estep 
Score: -9984233.000000 Penalty: 5716.694824
	Iteration 14Q: 3 clusters Score -9984233 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 95706 members 
Entering Unmasked Estep 
Score: -9985422.000000 Penalty: 5716.694824
	Iteration 15Q: 3 clusters Score -9985422 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 96879 members 
Entering Unmasked Estep 
Score: -9986228.000000 Penalty: 5716.694824
	Iteration 16Q: 3 clusters Score -9986228 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 97781 members 
Entering Unmasked Estep 
Score: -9986813.000000 Penalty: 5716.694824
	Iteration 17Q: 3 clusters Score -9986813 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 98464 members 
Entering Unmasked Estep 
Score: -9987255.000000 Penalty: 5716.694824
	Iteration 18Q: 3 clusters Score -9987255 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 98995 members 
Entering Unmasked Estep 
Score: -9987559.000000 Penalty: 5716.694824
	Iteration 19Q: 3 clusters Score -9987559 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 99381 members 
Entering Unmasked Estep 
Score: -9987815.000000 Penalty: 5716.694824
	Iteration 20F: 3 clusters Score -9987815 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 99662 members 
Entering Unmasked Estep 
Score: -9988016.000000 Penalty: 5716.694824
	Iteration 21Q: 3 clusters Score -9988016 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 99863 members 
Entering Unmasked Estep 
Score: -9988119.000000 Penalty: 5716.694824
	Iteration 22Q: 3 clusters Score -9988119 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 100006 members 
Entering Unmasked Estep 
Score: -9988214.000000 Penalty: 5716.694824
	Iteration 23Q: 3 clusters Score -9988214 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 100121 members 
Entering Unmasked Estep 
Score: -9988266.000000 Penalty: 5716.694824
	Iteration 24Q: 3 clusters Score -9988266 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 100219 members 
Entering Unmasked Estep 
Score: -9988321.000000 Penalty: 5716.694824
	Iteration 25Q: 3 clusters Score -9988321 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 100287 members 
Entering Unmasked Estep 
Score: -9988364.000000 Penalty: 5716.694824
	Iteration 26Q: 3 clusters Score -9988364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 100324 members 
Entering Unmasked Estep 
Score: -9988375.000000 Penalty: 5716.694824
	Iteration 27Q: 3 clusters Score -9988375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 100351 members 
Entering Unmasked Estep 
Score: -9988393.000000 Penalty: 5716.694824
	Iteration 28Q: 3 clusters Score -9988393 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 100386 members 
Entering Unmasked Estep 
Score: -9988392.000000 Penalty: 5716.694824
	Iteration 29Q: 3 clusters Score -9988392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -9988405.000000 Penalty: 5716.694824
	Iteration 30Q: 3 clusters Score -9988405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 100452 members 
Entering Unmasked Estep 
Score: -9988418.000000 Penalty: 5716.694824
	Iteration 31Q: 3 clusters Score -9988418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 100477 members 
Entering Unmasked Estep 
Score: -9988428.000000 Penalty: 5716.694824
	Iteration 32Q: 3 clusters Score -9988428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -9988449.000000 Penalty: 5716.694824
	Iteration 33Q: 3 clusters Score -9988449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 100513 members 
Entering Unmasked Estep 
Score: -9988462.000000 Penalty: 5716.694824
	Iteration 34Q: 3 clusters Score -9988462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 100529 members 
Entering Unmasked Estep 
Score: -9988482.000000 Penalty: 5716.694824
	Iteration 35Q: 3 clusters Score -9988482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 100541 members 
Entering Unmasked Estep 
Score: -9988491.000000 Penalty: 5716.694824
	Iteration 36Q: 3 clusters Score -9988491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 100550 members 
Entering Unmasked Estep 
Score: -9988514.000000 Penalty: 5716.694824
	Iteration 37Q: 3 clusters Score -9988514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 100561 members 
Entering Unmasked Estep 
Score: -9988502.000000 Penalty: 5716.694824
	Iteration 38Q: 3 clusters Score -9988502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -9988521.000000 Penalty: 5716.694824
	Iteration 39Q: 3 clusters Score -9988521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 100578 members 
Entering Unmasked Estep 
Score: -9988523.000000 Penalty: 5716.694824
	Iteration 40F: 3 clusters Score -9988523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 100583 members 
Entering Unmasked Estep 
Score: -9988521.000000 Penalty: 5716.694824
	Iteration 41Q: 3 clusters Score -9988521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 100589 members 
Entering Unmasked Estep 
Score: -9988532.000000 Penalty: 5716.694824
	Iteration 42Q: 3 clusters Score -9988532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 100594 members 
Entering Unmasked Estep 
Score: -9988535.000000 Penalty: 5716.694824
	Iteration 43Q: 3 clusters Score -9988535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 100598 members 
Entering Unmasked Estep 
Score: -9988527.000000 Penalty: 5716.694824
	Iteration 44Q: 3 clusters Score -9988527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 100604 members 
Entering Unmasked Estep 
Score: -9988533.000000 Penalty: 5716.694824
	Iteration 45Q: 3 clusters Score -9988533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 100607 members 
Entering Unmasked Estep 
Score: -9988537.000000 Penalty: 5716.694824
	Iteration 46Q: 3 clusters Score -9988537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 100613 members 
Entering Unmasked Estep 
Score: -9988539.000000 Penalty: 5716.694824
	Iteration 47Q: 3 clusters Score -9988539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 100617 members 
Entering Unmasked Estep 
Score: -9988533.000000 Penalty: 5716.694824
	Iteration 48Q: 3 clusters Score -9988533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 100618 members 
Entering Unmasked Estep 
Score: -9988534.000000 Penalty: 5716.694824
	Iteration 49Q: 3 clusters Score -9988534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 100618 members 
Entering Unmasked Estep 
Score: -9988534.000000 Penalty: 5716.694824
	Iteration 50F: 3 clusters Score -9988534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -735213.750000 Penalty: 2227.051514
	Iteration 0F: 2 clusters Score -735213.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -728844.437500 Penalty: 4454.103027
	Iteration 0F: 3 clusters Score -728844.4 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -730626.562500 Penalty: 4454.103027
	Iteration 1F: 3 clusters Score -730626.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -730937.750000 Penalty: 4454.103027
	Iteration 2F: 3 clusters Score -730937.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -731181.187500 Penalty: 4454.103027
	Iteration 3F: 3 clusters Score -731181.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -731408.500000 Penalty: 4454.103027
	Iteration 4Q: 3 clusters Score -731408.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -731619.687500 Penalty: 4454.103027
	Iteration 5Q: 3 clusters Score -731619.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -731801.437500 Penalty: 4454.103027
	Iteration 6Q: 3 clusters Score -731801.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -731989.437500 Penalty: 4454.103027
	Iteration 7Q: 3 clusters Score -731989.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -732210.375000 Penalty: 4454.103027
	Iteration 8Q: 3 clusters Score -732210.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -732438.062500 Penalty: 4454.103027
	Iteration 9Q: 3 clusters Score -732438.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -732700.625000 Penalty: 4454.103027
	Iteration 10Q: 3 clusters Score -732700.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -732959.687500 Penalty: 4454.103027
	Iteration 11Q: 3 clusters Score -732959.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -733197.562500 Penalty: 4454.103027
	Iteration 12Q: 3 clusters Score -733197.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -733415.062500 Penalty: 4454.103027
	Iteration 13Q: 3 clusters Score -733415.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -733589.312500 Penalty: 4454.103027
	Iteration 14Q: 3 clusters Score -733589.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -733701.375000 Penalty: 4454.103027
	Iteration 15Q: 3 clusters Score -733701.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -733748.000000 Penalty: 4454.103027
	Iteration 16Q: 3 clusters Score -733748 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -733770.375000 Penalty: 4454.103027
	Iteration 17Q: 3 clusters Score -733770.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -733784.000000 Penalty: 4454.103027
	Iteration 18Q: 3 clusters Score -733784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -733801.625000 Penalty: 4454.103027
	Iteration 19Q: 3 clusters Score -733801.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -733818.312500 Penalty: 4454.103027
	Iteration 20F: 3 clusters Score -733818.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -733833.750000 Penalty: 4454.103027
	Iteration 21Q: 3 clusters Score -733833.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -733844.375000 Penalty: 4454.103027
	Iteration 22Q: 3 clusters Score -733844.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -733849.500000 Penalty: 4454.103027
	Iteration 23Q: 3 clusters Score -733849.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -733857.375000 Penalty: 4454.103027
	Iteration 24Q: 3 clusters Score -733857.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -733861.125000 Penalty: 4454.103027
	Iteration 25Q: 3 clusters Score -733861.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -733867.312500 Penalty: 4454.103027
	Iteration 26Q: 3 clusters Score -733867.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -733873.375000 Penalty: 4454.103027
	Iteration 27Q: 3 clusters Score -733873.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -733877.562500 Penalty: 4454.103027
	Iteration 28Q: 3 clusters Score -733877.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -733879.312500 Penalty: 4454.103027
	Iteration 29Q: 3 clusters Score -733879.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -733881.562500 Penalty: 4454.103027
	Iteration 30Q: 3 clusters Score -733881.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -733884.312500 Penalty: 4454.103027
	Iteration 31Q: 3 clusters Score -733884.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -733885.375000 Penalty: 4454.103027
	Iteration 32Q: 3 clusters Score -733885.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -733886.937500 Penalty: 4454.103027
	Iteration 33Q: 3 clusters Score -733886.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -733886.750000 Penalty: 4454.103027
	Iteration 34Q: 3 clusters Score -733886.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -733888.250000 Penalty: 4454.103027
	Iteration 35Q: 3 clusters Score -733888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -733887.625000 Penalty: 4454.103027
	Iteration 36Q: 3 clusters Score -733887.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -733889.125000 Penalty: 4454.103027
	Iteration 37Q: 3 clusters Score -733889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -733889.562500 Penalty: 4454.103027
	Iteration 38Q: 3 clusters Score -733889.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -733889.562500 Penalty: 4454.103027
	Iteration 39Q: 3 clusters Score -733889.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -733889.562500 Penalty: 4454.103027
	Iteration 40F: 3 clusters Score -733889.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (223397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223397 members 
Entering Unmasked Estep 
Score: -21971092.000000 Penalty: 3054.542969
	Iteration 0F: 2 clusters Score -2.197109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111960 members 
Mstep: Class 2 contains 111437 members 
Entering Unmasked Estep 
Score: -21822668.000000 Penalty: 6109.085938
	Iteration 0F: 3 clusters Score -2.182267e+07 nChanged 107645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116757 members 
Mstep: Class 2 contains 106640 members 
Entering Unmasked Estep 
Score: -21885898.000000 Penalty: 6109.085938
	Iteration 1F: 3 clusters Score -2.18859e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119623 members 
Mstep: Class 2 contains 103774 members 
Entering Unmasked Estep 
Score: -21887200.000000 Penalty: 6109.085938
	Iteration 2Q: 3 clusters Score -2.18872e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124147 members 
Mstep: Class 2 contains 99250 members 
Entering Unmasked Estep 
Score: -21888918.000000 Penalty: 6109.085938
	Iteration 3Q: 3 clusters Score -2.188892e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131147 members 
Mstep: Class 2 contains 92250 members 
Entering Unmasked Estep 
Score: -21891876.000000 Penalty: 6109.085938
	Iteration 4Q: 3 clusters Score -2.189188e+07 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141545 members 
Mstep: Class 2 contains 81852 members 
Entering Unmasked Estep 
Score: -21896864.000000 Penalty: 6109.085938
	Iteration 5Q: 3 clusters Score -2.189686e+07 nChanged 15221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156644 members 
Mstep: Class 2 contains 66753 members 
Entering Unmasked Estep 
Score: -21906866.000000 Penalty: 6109.085938
	Iteration 6F: 3 clusters Score -2.190687e+07 nChanged 19766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176400 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -21923284.000000 Penalty: 6109.085938
	Iteration 7F: 3 clusters Score -2.192328e+07 nChanged 20949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197345 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -21943530.000000 Penalty: 6109.085938
	Iteration 8F: 3 clusters Score -2.194353e+07 nChanged 15558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212903 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -21958834.000000 Penalty: 6109.085938
	Iteration 9F: 3 clusters Score -2.195883e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220092 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -21965594.000000 Penalty: 6109.085938
	Iteration 10Q: 3 clusters Score -2.196559e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222280 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -21967618.000000 Penalty: 6109.085938
	Iteration 11Q: 3 clusters Score -2.196762e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222833 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -21968064.000000 Penalty: 6109.085938
	Iteration 12Q: 3 clusters Score -2.196806e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222958 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -21968250.000000 Penalty: 6109.085938
	Iteration 13Q: 3 clusters Score -2.196825e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223011 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -21968340.000000 Penalty: 6109.085938
	Iteration 14Q: 3 clusters Score -2.196834e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223039 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -21968414.000000 Penalty: 6109.085938
	Iteration 15Q: 3 clusters Score -2.196841e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223064 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -21968454.000000 Penalty: 6109.085938
	Iteration 16Q: 3 clusters Score -2.196845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223071 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -21968510.000000 Penalty: 6109.085938
	Iteration 17Q: 3 clusters Score -2.196851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223071 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -21968534.000000 Penalty: 6109.085938
	Iteration 18Q: 3 clusters Score -2.196853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223078 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -21968550.000000 Penalty: 6109.085938
	Iteration 19Q: 3 clusters Score -2.196855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223078 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -21968548.000000 Penalty: 6109.085938
	Iteration 20F: 3 clusters Score -2.196855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223080 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21968558.000000 Penalty: 6109.085938
	Iteration 21Q: 3 clusters Score -2.196856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223080 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21968552.000000 Penalty: 6109.085938
	Iteration 22Q: 3 clusters Score -2.196855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223080 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21968556.000000 Penalty: 6109.085938
	Iteration 23Q: 3 clusters Score -2.196856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223081 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -21968562.000000 Penalty: 6109.085938
	Iteration 24Q: 3 clusters Score -2.196856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223081 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -21968572.000000 Penalty: 6109.085938
	Iteration 25Q: 3 clusters Score -2.196857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223080 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21968570.000000 Penalty: 6109.085938
	Iteration 26Q: 3 clusters Score -2.196857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223080 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21968570.000000 Penalty: 6109.085938
	Iteration 27F: 3 clusters Score -2.196857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (97160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97160 members 
Entering Unmasked Estep 
Score: -9369972.000000 Penalty: 2848.060547
	Iteration 0F: 2 clusters Score -9369972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -9305109.000000 Penalty: 5696.121094
	Iteration 0F: 3 clusters Score -9305109 nChanged 45741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -9331490.000000 Penalty: 5696.121094
	Iteration 1F: 3 clusters Score -9331490 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -9332956.000000 Penalty: 5696.121094
	Iteration 2Q: 3 clusters Score -9332956 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -9335061.000000 Penalty: 5696.121094
	Iteration 3Q: 3 clusters Score -9335061 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -9338249.000000 Penalty: 5696.121094
	Iteration 4F: 3 clusters Score -9338249 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -9342275.000000 Penalty: 5696.121094
	Iteration 5F: 3 clusters Score -9342275 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -9346667.000000 Penalty: 5696.121094
	Iteration 6F: 3 clusters Score -9346667 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70526 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -9350846.000000 Penalty: 5696.121094
	Iteration 7F: 3 clusters Score -9350846 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73661 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -9354200.000000 Penalty: 5696.121094
	Iteration 8F: 3 clusters Score -9354200 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75997 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -9356481.000000 Penalty: 5696.121094
	Iteration 9Q: 3 clusters Score -9356481 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77789 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -9358115.000000 Penalty: 5696.121094
	Iteration 10Q: 3 clusters Score -9358115 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79296 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -9359284.000000 Penalty: 5696.121094
	Iteration 11Q: 3 clusters Score -9359284 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80641 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -9360302.000000 Penalty: 5696.121094
	Iteration 12Q: 3 clusters Score -9360302 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81863 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -9360985.000000 Penalty: 5696.121094
	Iteration 13Q: 3 clusters Score -9360985 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -9361614.000000 Penalty: 5696.121094
	Iteration 14Q: 3 clusters Score -9361614 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -9362068.000000 Penalty: 5696.121094
	Iteration 15Q: 3 clusters Score -9362068 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85061 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -9362518.000000 Penalty: 5696.121094
	Iteration 16Q: 3 clusters Score -9362518 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86041 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -9362918.000000 Penalty: 5696.121094
	Iteration 17Q: 3 clusters Score -9362918 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86935 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -9363277.000000 Penalty: 5696.121094
	Iteration 18Q: 3 clusters Score -9363277 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87819 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -9363634.000000 Penalty: 5696.121094
	Iteration 19Q: 3 clusters Score -9363634 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88699 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -9364090.000000 Penalty: 5696.121094
	Iteration 20F: 3 clusters Score -9364090 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89516 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -9364393.000000 Penalty: 5696.121094
	Iteration 21Q: 3 clusters Score -9364393 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90291 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -9364752.000000 Penalty: 5696.121094
	Iteration 22Q: 3 clusters Score -9364752 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -9365080.000000 Penalty: 5696.121094
	Iteration 23Q: 3 clusters Score -9365080 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91752 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -9365448.000000 Penalty: 5696.121094
	Iteration 24Q: 3 clusters Score -9365448 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92406 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -9365796.000000 Penalty: 5696.121094
	Iteration 25Q: 3 clusters Score -9365796 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92976 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -9366136.000000 Penalty: 5696.121094
	Iteration 26Q: 3 clusters Score -9366136 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93465 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -9366407.000000 Penalty: 5696.121094
	Iteration 27Q: 3 clusters Score -9366407 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93890 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -9366644.000000 Penalty: 5696.121094
	Iteration 28Q: 3 clusters Score -9366644 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -9366896.000000 Penalty: 5696.121094
	Iteration 29Q: 3 clusters Score -9366896 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94549 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -9367054.000000 Penalty: 5696.121094
	Iteration 30Q: 3 clusters Score -9367054 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94798 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -9367184.000000 Penalty: 5696.121094
	Iteration 31Q: 3 clusters Score -9367184 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94997 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -9367278.000000 Penalty: 5696.121094
	Iteration 32Q: 3 clusters Score -9367278 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95155 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -9367363.000000 Penalty: 5696.121094
	Iteration 33Q: 3 clusters Score -9367363 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95259 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -9367432.000000 Penalty: 5696.121094
	Iteration 34Q: 3 clusters Score -9367432 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95371 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9367474.000000 Penalty: 5696.121094
	Iteration 35Q: 3 clusters Score -9367474 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95474 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -9367515.000000 Penalty: 5696.121094
	Iteration 36Q: 3 clusters Score -9367515 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95553 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -9367575.000000 Penalty: 5696.121094
	Iteration 37Q: 3 clusters Score -9367575 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95608 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9367590.000000 Penalty: 5696.121094
	Iteration 38Q: 3 clusters Score -9367590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95634 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9367596.000000 Penalty: 5696.121094
	Iteration 39Q: 3 clusters Score -9367596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95652 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -9367608.000000 Penalty: 5696.121094
	Iteration 40F: 3 clusters Score -9367608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95658 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9367605.000000 Penalty: 5696.121094
	Iteration 41Q: 3 clusters Score -9367605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95660 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -9367598.000000 Penalty: 5696.121094
	Iteration 42Q: 3 clusters Score -9367598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95665 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9367601.000000 Penalty: 5696.121094
	Iteration 43Q: 3 clusters Score -9367601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95666 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9367604.000000 Penalty: 5696.121094
	Iteration 44Q: 3 clusters Score -9367604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95667 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -9367600.000000 Penalty: 5696.121094
	Iteration 45Q: 3 clusters Score -9367600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95668 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -9367601.000000 Penalty: 5696.121094
	Iteration 46Q: 3 clusters Score -9367601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95671 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -9367607.000000 Penalty: 5696.121094
	Iteration 47Q: 3 clusters Score -9367607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95672 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -9367612.000000 Penalty: 5696.121094
	Iteration 48Q: 3 clusters Score -9367612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95673 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -9367612.000000 Penalty: 5696.121094
	Iteration 49Q: 3 clusters Score -9367612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95674 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -9367612.000000 Penalty: 5696.121094
	Iteration 50Q: 3 clusters Score -9367612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95675 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -9367608.000000 Penalty: 5696.121094
	Iteration 51Q: 3 clusters Score -9367608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95678 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -9367602.000000 Penalty: 5696.121094
	Iteration 52Q: 3 clusters Score -9367602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95680 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -9367607.000000 Penalty: 5696.121094
	Iteration 53Q: 3 clusters Score -9367607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95681 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -9367606.000000 Penalty: 5696.121094
	Iteration 54Q: 3 clusters Score -9367606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95681 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -9367606.000000 Penalty: 5696.121094
	Iteration 55F: 3 clusters Score -9367606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Entering Unmasked Estep 
Score: -922963.000000 Penalty: 2282.372314
	Iteration 0F: 2 clusters Score -922963 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 5011 members 
Entering Unmasked Estep 
Score: -915314.250000 Penalty: 4564.744629
	Iteration 0F: 3 clusters Score -915314.2 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -917635.125000 Penalty: 4564.744629
	Iteration 1F: 3 clusters Score -917635.1 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -917984.562500 Penalty: 4564.744629
	Iteration 2F: 3 clusters Score -917984.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -918249.500000 Penalty: 4564.744629
	Iteration 3F: 3 clusters Score -918249.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -918486.437500 Penalty: 4564.744629
	Iteration 4Q: 3 clusters Score -918486.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -918725.062500 Penalty: 4564.744629
	Iteration 5Q: 3 clusters Score -918725.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -918960.125000 Penalty: 4564.744629
	Iteration 6Q: 3 clusters Score -918960.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -919206.250000 Penalty: 4564.744629
	Iteration 7Q: 3 clusters Score -919206.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -919412.187500 Penalty: 4564.744629
	Iteration 8Q: 3 clusters Score -919412.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -919595.812500 Penalty: 4564.744629
	Iteration 9Q: 3 clusters Score -919595.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -919787.375000 Penalty: 4564.744629
	Iteration 10Q: 3 clusters Score -919787.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -919983.250000 Penalty: 4564.744629
	Iteration 11Q: 3 clusters Score -919983.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -920166.562500 Penalty: 4564.744629
	Iteration 12Q: 3 clusters Score -920166.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -920371.312500 Penalty: 4564.744629
	Iteration 13Q: 3 clusters Score -920371.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -920600.437500 Penalty: 4564.744629
	Iteration 14Q: 3 clusters Score -920600.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -920781.875000 Penalty: 4564.744629
	Iteration 15Q: 3 clusters Score -920781.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -920936.437500 Penalty: 4564.744629
	Iteration 16Q: 3 clusters Score -920936.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -921045.125000 Penalty: 4564.744629
	Iteration 17Q: 3 clusters Score -921045.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -921136.875000 Penalty: 4564.744629
	Iteration 18Q: 3 clusters Score -921136.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -921222.750000 Penalty: 4564.744629
	Iteration 19Q: 3 clusters Score -921222.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -921306.687500 Penalty: 4564.744629
	Iteration 20F: 3 clusters Score -921306.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -921378.125000 Penalty: 4564.744629
	Iteration 21Q: 3 clusters Score -921378.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -921438.500000 Penalty: 4564.744629
	Iteration 22Q: 3 clusters Score -921438.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -921480.500000 Penalty: 4564.744629
	Iteration 23Q: 3 clusters Score -921480.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -921504.750000 Penalty: 4564.744629
	Iteration 24Q: 3 clusters Score -921504.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -921518.375000 Penalty: 4564.744629
	Iteration 25Q: 3 clusters Score -921518.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -921525.062500 Penalty: 4564.744629
	Iteration 26Q: 3 clusters Score -921525.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -921531.750000 Penalty: 4564.744629
	Iteration 27Q: 3 clusters Score -921531.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -921538.187500 Penalty: 4564.744629
	Iteration 28Q: 3 clusters Score -921538.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -921545.312500 Penalty: 4564.744629
	Iteration 29Q: 3 clusters Score -921545.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -921552.187500 Penalty: 4564.744629
	Iteration 30Q: 3 clusters Score -921552.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -921560.875000 Penalty: 4564.744629
	Iteration 31Q: 3 clusters Score -921560.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -921566.875000 Penalty: 4564.744629
	Iteration 32Q: 3 clusters Score -921566.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -921569.125000 Penalty: 4564.744629
	Iteration 33Q: 3 clusters Score -921569.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -921572.750000 Penalty: 4564.744629
	Iteration 34Q: 3 clusters Score -921572.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -921575.125000 Penalty: 4564.744629
	Iteration 35Q: 3 clusters Score -921575.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -921579.187500 Penalty: 4564.744629
	Iteration 36Q: 3 clusters Score -921579.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -921584.062500 Penalty: 4564.744629
	Iteration 37Q: 3 clusters Score -921584.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -921585.562500 Penalty: 4564.744629
	Iteration 38Q: 3 clusters Score -921585.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -921587.937500 Penalty: 4564.744629
	Iteration 39Q: 3 clusters Score -921587.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -921589.062500 Penalty: 4564.744629
	Iteration 40F: 3 clusters Score -921589.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -921593.000000 Penalty: 4564.744629
	Iteration 41Q: 3 clusters Score -921593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -921594.375000 Penalty: 4564.744629
	Iteration 42Q: 3 clusters Score -921594.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -921594.187500 Penalty: 4564.744629
	Iteration 43Q: 3 clusters Score -921594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -921594.187500 Penalty: 4564.744629
	Iteration 44F: 3 clusters Score -921594.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Entering Unmasked Estep 
Score: -872688.000000 Penalty: 2256.819580
	Iteration 0F: 2 clusters Score -872688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -865672.750000 Penalty: 4513.639160
	Iteration 0F: 3 clusters Score -865672.8 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -867739.125000 Penalty: 4513.639160
	Iteration 1F: 3 clusters Score -867739.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -868061.250000 Penalty: 4513.639160
	Iteration 2F: 3 clusters Score -868061.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -868289.000000 Penalty: 4513.639160
	Iteration 3F: 3 clusters Score -868289 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -868496.812500 Penalty: 4513.639160
	Iteration 4Q: 3 clusters Score -868496.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -868691.625000 Penalty: 4513.639160
	Iteration 5Q: 3 clusters Score -868691.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -868867.750000 Penalty: 4513.639160
	Iteration 6Q: 3 clusters Score -868867.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -869022.562500 Penalty: 4513.639160
	Iteration 7Q: 3 clusters Score -869022.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -869147.562500 Penalty: 4513.639160
	Iteration 8Q: 3 clusters Score -869147.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -869261.625000 Penalty: 4513.639160
	Iteration 9Q: 3 clusters Score -869261.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -869340.062500 Penalty: 4513.639160
	Iteration 10Q: 3 clusters Score -869340.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -869416.125000 Penalty: 4513.639160
	Iteration 11Q: 3 clusters Score -869416.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -869494.437500 Penalty: 4513.639160
	Iteration 12Q: 3 clusters Score -869494.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -869571.187500 Penalty: 4513.639160
	Iteration 13Q: 3 clusters Score -869571.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -869648.625000 Penalty: 4513.639160
	Iteration 14Q: 3 clusters Score -869648.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -869716.062500 Penalty: 4513.639160
	Iteration 15Q: 3 clusters Score -869716.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -869768.000000 Penalty: 4513.639160
	Iteration 16Q: 3 clusters Score -869768 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -869808.000000 Penalty: 4513.639160
	Iteration 17Q: 3 clusters Score -869808 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -869844.125000 Penalty: 4513.639160
	Iteration 18Q: 3 clusters Score -869844.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -869893.250000 Penalty: 4513.639160
	Iteration 19Q: 3 clusters Score -869893.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -869930.375000 Penalty: 4513.639160
	Iteration 20F: 3 clusters Score -869930.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -869959.937500 Penalty: 4513.639160
	Iteration 21Q: 3 clusters Score -869959.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -869983.312500 Penalty: 4513.639160
	Iteration 22Q: 3 clusters Score -869983.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -870009.312500 Penalty: 4513.639160
	Iteration 23Q: 3 clusters Score -870009.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -870032.312500 Penalty: 4513.639160
	Iteration 24Q: 3 clusters Score -870032.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -870043.125000 Penalty: 4513.639160
	Iteration 25Q: 3 clusters Score -870043.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -870052.312500 Penalty: 4513.639160
	Iteration 26Q: 3 clusters Score -870052.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -870055.687500 Penalty: 4513.639160
	Iteration 27Q: 3 clusters Score -870055.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -870061.625000 Penalty: 4513.639160
	Iteration 28Q: 3 clusters Score -870061.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -870068.000000 Penalty: 4513.639160
	Iteration 29Q: 3 clusters Score -870068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -870072.062500 Penalty: 4513.639160
	Iteration 30Q: 3 clusters Score -870072.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -870078.312500 Penalty: 4513.639160
	Iteration 31Q: 3 clusters Score -870078.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -870079.000000 Penalty: 4513.639160
	Iteration 32Q: 3 clusters Score -870079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -870082.000000 Penalty: 4513.639160
	Iteration 33Q: 3 clusters Score -870082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -870082.687500 Penalty: 4513.639160
	Iteration 34Q: 3 clusters Score -870082.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -870084.312500 Penalty: 4513.639160
	Iteration 35Q: 3 clusters Score -870084.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -870086.437500 Penalty: 4513.639160
	Iteration 36Q: 3 clusters Score -870086.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -870086.750000 Penalty: 4513.639160
	Iteration 37Q: 3 clusters Score -870086.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -870091.250000 Penalty: 4513.639160
	Iteration 38Q: 3 clusters Score -870091.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -870088.812500 Penalty: 4513.639160
	Iteration 39Q: 3 clusters Score -870088.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -870090.625000 Penalty: 4513.639160
	Iteration 40F: 3 clusters Score -870090.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -870090.812500 Penalty: 4513.639160
	Iteration 41Q: 3 clusters Score -870090.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -870092.687500 Penalty: 4513.639160
	Iteration 42Q: 3 clusters Score -870092.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -870092.375000 Penalty: 4513.639160
	Iteration 43Q: 3 clusters Score -870092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -870093.375000 Penalty: 4513.639160
	Iteration 44Q: 3 clusters Score -870093.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -870093.812500 Penalty: 4513.639160
	Iteration 45Q: 3 clusters Score -870093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -870092.750000 Penalty: 4513.639160
	Iteration 46Q: 3 clusters Score -870092.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -870091.750000 Penalty: 4513.639160
	Iteration 47Q: 3 clusters Score -870091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -870094.937500 Penalty: 4513.639160
	Iteration 48Q: 3 clusters Score -870094.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -870096.000000 Penalty: 4513.639160
	Iteration 49Q: 3 clusters Score -870096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -870096.000000 Penalty: 4513.639160
	Iteration 50F: 3 clusters Score -870096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Entering Unmasked Estep 
Score: -796417.500000 Penalty: 2228.855713
	Iteration 0F: 2 clusters Score -796417.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -789994.625000 Penalty: 4457.711426
	Iteration 0F: 3 clusters Score -789994.6 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -791767.250000 Penalty: 4457.711426
	Iteration 1F: 3 clusters Score -791767.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -792042.625000 Penalty: 4457.711426
	Iteration 2F: 3 clusters Score -792042.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -792252.312500 Penalty: 4457.711426
	Iteration 3F: 3 clusters Score -792252.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -792452.375000 Penalty: 4457.711426
	Iteration 4Q: 3 clusters Score -792452.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -792649.375000 Penalty: 4457.711426
	Iteration 5Q: 3 clusters Score -792649.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -792846.062500 Penalty: 4457.711426
	Iteration 6Q: 3 clusters Score -792846.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -793069.750000 Penalty: 4457.711426
	Iteration 7Q: 3 clusters Score -793069.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -793304.937500 Penalty: 4457.711426
	Iteration 8Q: 3 clusters Score -793304.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -793509.437500 Penalty: 4457.711426
	Iteration 9Q: 3 clusters Score -793509.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -793713.937500 Penalty: 4457.711426
	Iteration 10Q: 3 clusters Score -793713.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -793889.187500 Penalty: 4457.711426
	Iteration 11Q: 3 clusters Score -793889.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -794045.625000 Penalty: 4457.711426
	Iteration 12Q: 3 clusters Score -794045.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -794160.812500 Penalty: 4457.711426
	Iteration 13Q: 3 clusters Score -794160.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -794242.875000 Penalty: 4457.711426
	Iteration 14Q: 3 clusters Score -794242.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -794320.062500 Penalty: 4457.711426
	Iteration 15Q: 3 clusters Score -794320.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -794390.625000 Penalty: 4457.711426
	Iteration 16Q: 3 clusters Score -794390.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -794441.562500 Penalty: 4457.711426
	Iteration 17Q: 3 clusters Score -794441.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -794487.375000 Penalty: 4457.711426
	Iteration 18Q: 3 clusters Score -794487.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -794520.875000 Penalty: 4457.711426
	Iteration 19Q: 3 clusters Score -794520.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -794538.875000 Penalty: 4457.711426
	Iteration 20F: 3 clusters Score -794538.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -794561.625000 Penalty: 4457.711426
	Iteration 21Q: 3 clusters Score -794561.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -794574.187500 Penalty: 4457.711426
	Iteration 22Q: 3 clusters Score -794574.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -794582.375000 Penalty: 4457.711426
	Iteration 23Q: 3 clusters Score -794582.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -794592.812500 Penalty: 4457.711426
	Iteration 24Q: 3 clusters Score -794592.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -794596.750000 Penalty: 4457.711426
	Iteration 25Q: 3 clusters Score -794596.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -794599.937500 Penalty: 4457.711426
	Iteration 26Q: 3 clusters Score -794599.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -794605.375000 Penalty: 4457.711426
	Iteration 27Q: 3 clusters Score -794605.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -794610.500000 Penalty: 4457.711426
	Iteration 28Q: 3 clusters Score -794610.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -794615.625000 Penalty: 4457.711426
	Iteration 29Q: 3 clusters Score -794615.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -794617.000000 Penalty: 4457.711426
	Iteration 30Q: 3 clusters Score -794617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -794618.625000 Penalty: 4457.711426
	Iteration 31Q: 3 clusters Score -794618.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -794619.687500 Penalty: 4457.711426
	Iteration 32Q: 3 clusters Score -794619.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -794620.625000 Penalty: 4457.711426
	Iteration 33Q: 3 clusters Score -794620.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -794622.312500 Penalty: 4457.711426
	Iteration 34Q: 3 clusters Score -794622.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -794623.125000 Penalty: 4457.711426
	Iteration 35Q: 3 clusters Score -794623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -794623.500000 Penalty: 4457.711426
	Iteration 36Q: 3 clusters Score -794623.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -794626.812500 Penalty: 4457.711426
	Iteration 37Q: 3 clusters Score -794626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -794626.312500 Penalty: 4457.711426
	Iteration 38Q: 3 clusters Score -794626.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -794626.312500 Penalty: 4457.711426
	Iteration 39F: 3 clusters Score -794626.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Entering Unmasked Estep 
Score: -1139071.875000 Penalty: 2334.331787
	Iteration 0F: 2 clusters Score -1139072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1129900.250000 Penalty: 4668.663574
	Iteration 0F: 3 clusters Score -1129900 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1132812.625000 Penalty: 4668.663574
	Iteration 1F: 3 clusters Score -1132813 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1133268.875000 Penalty: 4668.663574
	Iteration 2F: 3 clusters Score -1133269 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1133666.125000 Penalty: 4668.663574
	Iteration 3F: 3 clusters Score -1133666 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1134039.625000 Penalty: 4668.663574
	Iteration 4F: 3 clusters Score -1134040 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1134407.000000 Penalty: 4668.663574
	Iteration 5F: 3 clusters Score -1134407 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1134776.250000 Penalty: 4668.663574
	Iteration 6Q: 3 clusters Score -1134776 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1135090.375000 Penalty: 4668.663574
	Iteration 7Q: 3 clusters Score -1135090 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1135358.500000 Penalty: 4668.663574
	Iteration 8Q: 3 clusters Score -1135358 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1135619.875000 Penalty: 4668.663574
	Iteration 9Q: 3 clusters Score -1135620 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1135870.375000 Penalty: 4668.663574
	Iteration 10Q: 3 clusters Score -1135870 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1136103.500000 Penalty: 4668.663574
	Iteration 11Q: 3 clusters Score -1136104 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1136321.000000 Penalty: 4668.663574
	Iteration 12Q: 3 clusters Score -1136321 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1136508.625000 Penalty: 4668.663574
	Iteration 13Q: 3 clusters Score -1136509 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1136658.750000 Penalty: 4668.663574
	Iteration 14Q: 3 clusters Score -1136659 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1136757.625000 Penalty: 4668.663574
	Iteration 15Q: 3 clusters Score -1136758 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1136821.625000 Penalty: 4668.663574
	Iteration 16Q: 3 clusters Score -1136822 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1136875.000000 Penalty: 4668.663574
	Iteration 17Q: 3 clusters Score -1136875 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1136917.250000 Penalty: 4668.663574
	Iteration 18Q: 3 clusters Score -1136917 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1136946.375000 Penalty: 4668.663574
	Iteration 19Q: 3 clusters Score -1136946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1136972.000000 Penalty: 4668.663574
	Iteration 20F: 3 clusters Score -1136972 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1136992.250000 Penalty: 4668.663574
	Iteration 21Q: 3 clusters Score -1136992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1137002.375000 Penalty: 4668.663574
	Iteration 22Q: 3 clusters Score -1137002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1137012.875000 Penalty: 4668.663574
	Iteration 23Q: 3 clusters Score -1137013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1137017.625000 Penalty: 4668.663574
	Iteration 24Q: 3 clusters Score -1137018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1137027.625000 Penalty: 4668.663574
	Iteration 25Q: 3 clusters Score -1137028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1137030.375000 Penalty: 4668.663574
	Iteration 26Q: 3 clusters Score -1137030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1137034.750000 Penalty: 4668.663574
	Iteration 27Q: 3 clusters Score -1137035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1137040.625000 Penalty: 4668.663574
	Iteration 28Q: 3 clusters Score -1137041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1137044.500000 Penalty: 4668.663574
	Iteration 29Q: 3 clusters Score -1137044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1137046.125000 Penalty: 4668.663574
	Iteration 30Q: 3 clusters Score -1137046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1137046.250000 Penalty: 4668.663574
	Iteration 31Q: 3 clusters Score -1137046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1137045.875000 Penalty: 4668.663574
	Iteration 32Q: 3 clusters Score -1137046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1137048.625000 Penalty: 4668.663574
	Iteration 33Q: 3 clusters Score -1137049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1137051.500000 Penalty: 4668.663574
	Iteration 34Q: 3 clusters Score -1137052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1137051.875000 Penalty: 4668.663574
	Iteration 35Q: 3 clusters Score -1137052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1137055.750000 Penalty: 4668.663574
	Iteration 36Q: 3 clusters Score -1137056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1137057.500000 Penalty: 4668.663574
	Iteration 37Q: 3 clusters Score -1137058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1137055.625000 Penalty: 4668.663574
	Iteration 38Q: 3 clusters Score -1137056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1137055.625000 Penalty: 4668.663574
	Iteration 39F: 3 clusters Score -1137056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (305629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305629 members 
Entering Unmasked Estep 
Score: -29943608.000000 Penalty: 3132.271484
	Iteration 0F: 2 clusters Score -2.994361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152665 members 
Mstep: Class 2 contains 152964 members 
Entering Unmasked Estep 
Score: -29748896.000000 Penalty: 6264.542969
	Iteration 0F: 3 clusters Score -2.97489e+07 nChanged 147770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147033 members 
Mstep: Class 2 contains 158596 members 
Entering Unmasked Estep 
Score: -29836442.000000 Penalty: 6264.542969
	Iteration 1F: 3 clusters Score -2.983644e+07 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142632 members 
Mstep: Class 2 contains 162997 members 
Entering Unmasked Estep 
Score: -29838662.000000 Penalty: 6264.542969
	Iteration 2Q: 3 clusters Score -2.983866e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135658 members 
Mstep: Class 2 contains 169971 members 
Entering Unmasked Estep 
Score: -29841808.000000 Penalty: 6264.542969
	Iteration 3Q: 3 clusters Score -2.984181e+07 nChanged 14930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124844 members 
Mstep: Class 2 contains 180785 members 
Entering Unmasked Estep 
Score: -29848004.000000 Penalty: 6264.542969
	Iteration 4Q: 3 clusters Score -2.9848e+07 nChanged 19481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109303 members 
Mstep: Class 2 contains 196326 members 
Entering Unmasked Estep 
Score: -29857748.000000 Penalty: 6264.542969
	Iteration 5F: 3 clusters Score -2.985775e+07 nChanged 22971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89998 members 
Mstep: Class 2 contains 215631 members 
Entering Unmasked Estep 
Score: -29870328.000000 Penalty: 6264.542969
	Iteration 6F: 3 clusters Score -2.987033e+07 nChanged 23456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 236417 members 
Entering Unmasked Estep 
Score: -29884654.000000 Penalty: 6264.542969
	Iteration 7F: 3 clusters Score -2.988465e+07 nChanged 20487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 255654 members 
Entering Unmasked Estep 
Score: -29898486.000000 Penalty: 6264.542969
	Iteration 8F: 3 clusters Score -2.989849e+07 nChanged 16641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 272073 members 
Entering Unmasked Estep 
Score: -29911016.000000 Penalty: 6264.542969
	Iteration 9F: 3 clusters Score -2.991102e+07 nChanged 13328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 285393 members 
Entering Unmasked Estep 
Score: -29922044.000000 Penalty: 6264.542969
	Iteration 10Q: 3 clusters Score -2.992204e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 295083 members 
Entering Unmasked Estep 
Score: -29930758.000000 Penalty: 6264.542969
	Iteration 11Q: 3 clusters Score -2.993076e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 300926 members 
Entering Unmasked Estep 
Score: -29936434.000000 Penalty: 6264.542969
	Iteration 12Q: 3 clusters Score -2.993643e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 303593 members 
Entering Unmasked Estep 
Score: -29939000.000000 Penalty: 6264.542969
	Iteration 13Q: 3 clusters Score -2.9939e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 304606 members 
Entering Unmasked Estep 
Score: -29939888.000000 Penalty: 6264.542969
	Iteration 14Q: 3 clusters Score -2.993989e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 304974 members 
Entering Unmasked Estep 
Score: -29940378.000000 Penalty: 6264.542969
	Iteration 15Q: 3 clusters Score -2.994038e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 305098 members 
Entering Unmasked Estep 
Score: -29940492.000000 Penalty: 6264.542969
	Iteration 16Q: 3 clusters Score -2.994049e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 305155 members 
Entering Unmasked Estep 
Score: -29940582.000000 Penalty: 6264.542969
	Iteration 17Q: 3 clusters Score -2.994058e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 305185 members 
Entering Unmasked Estep 
Score: -29940630.000000 Penalty: 6264.542969
	Iteration 18Q: 3 clusters Score -2.994063e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 305203 members 
Entering Unmasked Estep 
Score: -29940658.000000 Penalty: 6264.542969
	Iteration 19Q: 3 clusters Score -2.994066e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 305216 members 
Entering Unmasked Estep 
Score: -29940686.000000 Penalty: 6264.542969
	Iteration 20F: 3 clusters Score -2.994069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 305224 members 
Entering Unmasked Estep 
Score: -29940678.000000 Penalty: 6264.542969
	Iteration 21Q: 3 clusters Score -2.994068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 305225 members 
Entering Unmasked Estep 
Score: -29940708.000000 Penalty: 6264.542969
	Iteration 22Q: 3 clusters Score -2.994071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 305228 members 
Entering Unmasked Estep 
Score: -29940728.000000 Penalty: 6264.542969
	Iteration 23Q: 3 clusters Score -2.994073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 305233 members 
Entering Unmasked Estep 
Score: -29940740.000000 Penalty: 6264.542969
	Iteration 24Q: 3 clusters Score -2.994074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 305234 members 
Entering Unmasked Estep 
Score: -29940750.000000 Penalty: 6264.542969
	Iteration 25Q: 3 clusters Score -2.994075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 305237 members 
Entering Unmasked Estep 
Score: -29940790.000000 Penalty: 6264.542969
	Iteration 26Q: 3 clusters Score -2.994079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 305242 members 
Entering Unmasked Estep 
Score: -29940780.000000 Penalty: 6264.542969
	Iteration 27Q: 3 clusters Score -2.994078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 305245 members 
Entering Unmasked Estep 
Score: -29940790.000000 Penalty: 6264.542969
	Iteration 28Q: 3 clusters Score -2.994079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 305245 members 
Entering Unmasked Estep 
Score: -29940790.000000 Penalty: 6264.542969
	Iteration 29F: 3 clusters Score -2.994079e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (216923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216923 members 
Entering Unmasked Estep 
Score: -21245292.000000 Penalty: 3047.250000
	Iteration 0F: 2 clusters Score -2.124529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108531 members 
Mstep: Class 2 contains 108392 members 
Entering Unmasked Estep 
Score: -21102110.000000 Penalty: 6094.500000
	Iteration 0F: 3 clusters Score -2.110211e+07 nChanged 104581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109906 members 
Mstep: Class 2 contains 107017 members 
Entering Unmasked Estep 
Score: -21162650.000000 Penalty: 6094.500000
	Iteration 1F: 3 clusters Score -2.116265e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110768 members 
Mstep: Class 2 contains 106155 members 
Entering Unmasked Estep 
Score: -21163374.000000 Penalty: 6094.500000
	Iteration 2Q: 3 clusters Score -2.116337e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112177 members 
Mstep: Class 2 contains 104746 members 
Entering Unmasked Estep 
Score: -21164056.000000 Penalty: 6094.500000
	Iteration 3Q: 3 clusters Score -2.116406e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114503 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -21165114.000000 Penalty: 6094.500000
	Iteration 4Q: 3 clusters Score -2.116511e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118087 members 
Mstep: Class 2 contains 98836 members 
Entering Unmasked Estep 
Score: -21166494.000000 Penalty: 6094.500000
	Iteration 5Q: 3 clusters Score -2.116649e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123807 members 
Mstep: Class 2 contains 93116 members 
Entering Unmasked Estep 
Score: -21168990.000000 Penalty: 6094.500000
	Iteration 6Q: 3 clusters Score -2.116899e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132361 members 
Mstep: Class 2 contains 84562 members 
Entering Unmasked Estep 
Score: -21173378.000000 Penalty: 6094.500000
	Iteration 7Q: 3 clusters Score -2.117338e+07 nChanged 13391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144656 members 
Mstep: Class 2 contains 72267 members 
Entering Unmasked Estep 
Score: -21181140.000000 Penalty: 6094.500000
	Iteration 8F: 3 clusters Score -2.118114e+07 nChanged 16570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160540 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -21193494.000000 Penalty: 6094.500000
	Iteration 9F: 3 clusters Score -2.119349e+07 nChanged 18008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178244 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -21208904.000000 Penalty: 6094.500000
	Iteration 10F: 3 clusters Score -2.12089e+07 nChanged 16053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194211 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -21223100.000000 Penalty: 6094.500000
	Iteration 11F: 3 clusters Score -2.12231e+07 nChanged 11541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205746 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -21233386.000000 Penalty: 6094.500000
	Iteration 12F: 3 clusters Score -2.123339e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212325 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -21238934.000000 Penalty: 6094.500000
	Iteration 13Q: 3 clusters Score -2.123893e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215225 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -21241162.000000 Penalty: 6094.500000
	Iteration 14Q: 3 clusters Score -2.124116e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216184 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -21241978.000000 Penalty: 6094.500000
	Iteration 15Q: 3 clusters Score -2.124198e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216485 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -21242368.000000 Penalty: 6094.500000
	Iteration 16Q: 3 clusters Score -2.124237e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216582 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -21242464.000000 Penalty: 6094.500000
	Iteration 17Q: 3 clusters Score -2.124246e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216622 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21242528.000000 Penalty: 6094.500000
	Iteration 18Q: 3 clusters Score -2.124253e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216645 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21242552.000000 Penalty: 6094.500000
	Iteration 19Q: 3 clusters Score -2.124255e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216657 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21242572.000000 Penalty: 6094.500000
	Iteration 20F: 3 clusters Score -2.124257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216667 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21242590.000000 Penalty: 6094.500000
	Iteration 21Q: 3 clusters Score -2.124259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216668 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21242602.000000 Penalty: 6094.500000
	Iteration 22Q: 3 clusters Score -2.12426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216678 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21242634.000000 Penalty: 6094.500000
	Iteration 23Q: 3 clusters Score -2.124263e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216687 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21242644.000000 Penalty: 6094.500000
	Iteration 24Q: 3 clusters Score -2.124264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216684 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21242650.000000 Penalty: 6094.500000
	Iteration 25Q: 3 clusters Score -2.124265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216683 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21242660.000000 Penalty: 6094.500000
	Iteration 26Q: 3 clusters Score -2.124266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216684 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21242668.000000 Penalty: 6094.500000
	Iteration 27Q: 3 clusters Score -2.124267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216683 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21242666.000000 Penalty: 6094.500000
	Iteration 28Q: 3 clusters Score -2.124267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216681 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21242682.000000 Penalty: 6094.500000
	Iteration 29Q: 3 clusters Score -2.124268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216680 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21242674.000000 Penalty: 6094.500000
	Iteration 30Q: 3 clusters Score -2.124267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216680 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21242692.000000 Penalty: 6094.500000
	Iteration 31Q: 3 clusters Score -2.124269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216680 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21242692.000000 Penalty: 6094.500000
	Iteration 32F: 3 clusters Score -2.124269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Entering Unmasked Estep 
Score: -892804.250000 Penalty: 2275.406006
	Iteration 0F: 2 clusters Score -892804.2 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 4833 members 
Entering Unmasked Estep 
Score: -885404.500000 Penalty: 4550.812012
	Iteration 0F: 3 clusters Score -885404.5 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -887440.625000 Penalty: 4550.812012
	Iteration 1F: 3 clusters Score -887440.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -887736.312500 Penalty: 4550.812012
	Iteration 2F: 3 clusters Score -887736.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -887952.562500 Penalty: 4550.812012
	Iteration 3F: 3 clusters Score -887952.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -888112.875000 Penalty: 4550.812012
	Iteration 4Q: 3 clusters Score -888112.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -888256.937500 Penalty: 4550.812012
	Iteration 5Q: 3 clusters Score -888256.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -888374.500000 Penalty: 4550.812012
	Iteration 6Q: 3 clusters Score -888374.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -888486.562500 Penalty: 4550.812012
	Iteration 7Q: 3 clusters Score -888486.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -888589.500000 Penalty: 4550.812012
	Iteration 8Q: 3 clusters Score -888589.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -888697.875000 Penalty: 4550.812012
	Iteration 9Q: 3 clusters Score -888697.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -888802.812500 Penalty: 4550.812012
	Iteration 10Q: 3 clusters Score -888802.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -888911.062500 Penalty: 4550.812012
	Iteration 11Q: 3 clusters Score -888911.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -889020.625000 Penalty: 4550.812012
	Iteration 12Q: 3 clusters Score -889020.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -889124.312500 Penalty: 4550.812012
	Iteration 13Q: 3 clusters Score -889124.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -889224.312500 Penalty: 4550.812012
	Iteration 14Q: 3 clusters Score -889224.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -889340.937500 Penalty: 4550.812012
	Iteration 15Q: 3 clusters Score -889340.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -889448.625000 Penalty: 4550.812012
	Iteration 16Q: 3 clusters Score -889448.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -889532.812500 Penalty: 4550.812012
	Iteration 17Q: 3 clusters Score -889532.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -889619.812500 Penalty: 4550.812012
	Iteration 18Q: 3 clusters Score -889619.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -889711.562500 Penalty: 4550.812012
	Iteration 19Q: 3 clusters Score -889711.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -889801.937500 Penalty: 4550.812012
	Iteration 20F: 3 clusters Score -889801.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -889889.312500 Penalty: 4550.812012
	Iteration 21Q: 3 clusters Score -889889.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -889975.375000 Penalty: 4550.812012
	Iteration 22Q: 3 clusters Score -889975.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -890052.500000 Penalty: 4550.812012
	Iteration 23Q: 3 clusters Score -890052.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -890142.000000 Penalty: 4550.812012
	Iteration 24Q: 3 clusters Score -890142 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -890220.000000 Penalty: 4550.812012
	Iteration 25Q: 3 clusters Score -890220 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -890303.250000 Penalty: 4550.812012
	Iteration 26Q: 3 clusters Score -890303.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -890378.125000 Penalty: 4550.812012
	Iteration 27Q: 3 clusters Score -890378.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -890444.375000 Penalty: 4550.812012
	Iteration 28Q: 3 clusters Score -890444.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -890524.125000 Penalty: 4550.812012
	Iteration 29Q: 3 clusters Score -890524.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -890602.187500 Penalty: 4550.812012
	Iteration 30Q: 3 clusters Score -890602.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -890662.562500 Penalty: 4550.812012
	Iteration 31Q: 3 clusters Score -890662.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -890713.125000 Penalty: 4550.812012
	Iteration 32Q: 3 clusters Score -890713.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -890749.687500 Penalty: 4550.812012
	Iteration 33Q: 3 clusters Score -890749.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -890778.375000 Penalty: 4550.812012
	Iteration 34Q: 3 clusters Score -890778.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -890804.250000 Penalty: 4550.812012
	Iteration 35Q: 3 clusters Score -890804.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -890823.875000 Penalty: 4550.812012
	Iteration 36Q: 3 clusters Score -890823.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -890835.562500 Penalty: 4550.812012
	Iteration 37Q: 3 clusters Score -890835.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -890846.687500 Penalty: 4550.812012
	Iteration 38Q: 3 clusters Score -890846.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -890859.062500 Penalty: 4550.812012
	Iteration 39Q: 3 clusters Score -890859.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -890863.812500 Penalty: 4550.812012
	Iteration 40F: 3 clusters Score -890863.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -890871.875000 Penalty: 4550.812012
	Iteration 41Q: 3 clusters Score -890871.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -890880.687500 Penalty: 4550.812012
	Iteration 42Q: 3 clusters Score -890880.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -890885.687500 Penalty: 4550.812012
	Iteration 43Q: 3 clusters Score -890885.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -890888.125000 Penalty: 4550.812012
	Iteration 44Q: 3 clusters Score -890888.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -890888.125000 Penalty: 4550.812012
	Iteration 45F: 3 clusters Score -890888.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Entering Unmasked Estep 
Score: -1140409.250000 Penalty: 2335.302246
	Iteration 0F: 2 clusters Score -1140409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1131371.125000 Penalty: 4670.604492
	Iteration 0F: 3 clusters Score -1131371 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1134064.000000 Penalty: 4670.604492
	Iteration 1F: 3 clusters Score -1134064 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1134425.500000 Penalty: 4670.604492
	Iteration 2F: 3 clusters Score -1134426 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1134680.750000 Penalty: 4670.604492
	Iteration 3Q: 3 clusters Score -1134681 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1134920.875000 Penalty: 4670.604492
	Iteration 4Q: 3 clusters Score -1134921 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1135153.375000 Penalty: 4670.604492
	Iteration 5Q: 3 clusters Score -1135153 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1135381.500000 Penalty: 4670.604492
	Iteration 6Q: 3 clusters Score -1135382 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1135636.750000 Penalty: 4670.604492
	Iteration 7Q: 3 clusters Score -1135637 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1135921.750000 Penalty: 4670.604492
	Iteration 8Q: 3 clusters Score -1135922 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1136241.625000 Penalty: 4670.604492
	Iteration 9Q: 3 clusters Score -1136242 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1136625.500000 Penalty: 4670.604492
	Iteration 10Q: 3 clusters Score -1136626 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1137073.250000 Penalty: 4670.604492
	Iteration 11Q: 3 clusters Score -1137073 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1137528.625000 Penalty: 4670.604492
	Iteration 12Q: 3 clusters Score -1137529 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1137885.875000 Penalty: 4670.604492
	Iteration 13Q: 3 clusters Score -1137886 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1138163.750000 Penalty: 4670.604492
	Iteration 14Q: 3 clusters Score -1138164 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1138314.750000 Penalty: 4670.604492
	Iteration 15Q: 3 clusters Score -1138315 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1138416.625000 Penalty: 4670.604492
	Iteration 16Q: 3 clusters Score -1138417 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1138482.125000 Penalty: 4670.604492
	Iteration 17Q: 3 clusters Score -1138482 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1138523.250000 Penalty: 4670.604492
	Iteration 18Q: 3 clusters Score -1138523 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1138548.750000 Penalty: 4670.604492
	Iteration 19Q: 3 clusters Score -1138549 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1138571.125000 Penalty: 4670.604492
	Iteration 20F: 3 clusters Score -1138571 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1138587.000000 Penalty: 4670.604492
	Iteration 21Q: 3 clusters Score -1138587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1138597.250000 Penalty: 4670.604492
	Iteration 22Q: 3 clusters Score -1138597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1138605.625000 Penalty: 4670.604492
	Iteration 23Q: 3 clusters Score -1138606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1138613.375000 Penalty: 4670.604492
	Iteration 24Q: 3 clusters Score -1138613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1138621.000000 Penalty: 4670.604492
	Iteration 25Q: 3 clusters Score -1138621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1138624.125000 Penalty: 4670.604492
	Iteration 26Q: 3 clusters Score -1138624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1138630.750000 Penalty: 4670.604492
	Iteration 27Q: 3 clusters Score -1138631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1138634.125000 Penalty: 4670.604492
	Iteration 28Q: 3 clusters Score -1138634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1138637.000000 Penalty: 4670.604492
	Iteration 29Q: 3 clusters Score -1138637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1138638.375000 Penalty: 4670.604492
	Iteration 30Q: 3 clusters Score -1138638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1138640.375000 Penalty: 4670.604492
	Iteration 31Q: 3 clusters Score -1138640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1138642.125000 Penalty: 4670.604492
	Iteration 32Q: 3 clusters Score -1138642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1138641.750000 Penalty: 4670.604492
	Iteration 33Q: 3 clusters Score -1138642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1138643.625000 Penalty: 4670.604492
	Iteration 34Q: 3 clusters Score -1138644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1138644.500000 Penalty: 4670.604492
	Iteration 35Q: 3 clusters Score -1138644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1138646.375000 Penalty: 4670.604492
	Iteration 36Q: 3 clusters Score -1138646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1138645.375000 Penalty: 4670.604492
	Iteration 37Q: 3 clusters Score -1138645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1138645.500000 Penalty: 4670.604492
	Iteration 38Q: 3 clusters Score -1138646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1138647.875000 Penalty: 4670.604492
	Iteration 39Q: 3 clusters Score -1138648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1138647.875000 Penalty: 4670.604492
	Iteration 40F: 3 clusters Score -1138648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1138646.250000 Penalty: 4670.604492
	Iteration 41Q: 3 clusters Score -1138646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1138647.125000 Penalty: 4670.604492
	Iteration 42Q: 3 clusters Score -1138647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1138648.125000 Penalty: 4670.604492
	Iteration 43Q: 3 clusters Score -1138648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1138650.000000 Penalty: 4670.604492
	Iteration 44Q: 3 clusters Score -1138650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1138649.875000 Penalty: 4670.604492
	Iteration 45Q: 3 clusters Score -1138650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1138652.375000 Penalty: 4670.604492
	Iteration 46Q: 3 clusters Score -1138652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1138654.375000 Penalty: 4670.604492
	Iteration 47Q: 3 clusters Score -1138654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1138653.375000 Penalty: 4670.604492
	Iteration 48Q: 3 clusters Score -1138653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1138652.375000 Penalty: 4670.604492
	Iteration 49Q: 3 clusters Score -1138652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1138651.625000 Penalty: 4670.604492
	Iteration 50Q: 3 clusters Score -1138652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1138651.625000 Penalty: 4670.604492
	Iteration 51F: 3 clusters Score -1138652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Entering Unmasked Estep 
Score: -1714470.875000 Penalty: 2425.416748
	Iteration 0F: 2 clusters Score -1714471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1701872.125000 Penalty: 4850.833496
	Iteration 0F: 3 clusters Score -1701872 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1706009.250000 Penalty: 4850.833496
	Iteration 1F: 3 clusters Score -1706009 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1706312.500000 Penalty: 4850.833496
	Iteration 2F: 3 clusters Score -1706312 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1706539.500000 Penalty: 4850.833496
	Iteration 3Q: 3 clusters Score -1706540 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1706725.000000 Penalty: 4850.833496
	Iteration 4Q: 3 clusters Score -1706725 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1706892.750000 Penalty: 4850.833496
	Iteration 5Q: 3 clusters Score -1706893 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1707050.625000 Penalty: 4850.833496
	Iteration 6Q: 3 clusters Score -1707051 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1707214.875000 Penalty: 4850.833496
	Iteration 7Q: 3 clusters Score -1707215 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1707416.750000 Penalty: 4850.833496
	Iteration 8Q: 3 clusters Score -1707417 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1707710.375000 Penalty: 4850.833496
	Iteration 9Q: 3 clusters Score -1707710 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1708121.625000 Penalty: 4850.833496
	Iteration 10Q: 3 clusters Score -1708122 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1708708.500000 Penalty: 4850.833496
	Iteration 11F: 3 clusters Score -1708708 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1709495.750000 Penalty: 4850.833496
	Iteration 12F: 3 clusters Score -1709496 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1710376.625000 Penalty: 4850.833496
	Iteration 13F: 3 clusters Score -1710377 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1711150.875000 Penalty: 4850.833496
	Iteration 14Q: 3 clusters Score -1711151 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1711706.375000 Penalty: 4850.833496
	Iteration 15Q: 3 clusters Score -1711706 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -1712006.500000 Penalty: 4850.833496
	Iteration 16Q: 3 clusters Score -1712006 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -1712171.625000 Penalty: 4850.833496
	Iteration 17Q: 3 clusters Score -1712172 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -1712251.375000 Penalty: 4850.833496
	Iteration 18Q: 3 clusters Score -1712251 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -1712297.125000 Penalty: 4850.833496
	Iteration 19Q: 3 clusters Score -1712297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1712329.125000 Penalty: 4850.833496
	Iteration 20F: 3 clusters Score -1712329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -1712357.500000 Penalty: 4850.833496
	Iteration 21Q: 3 clusters Score -1712358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1712365.375000 Penalty: 4850.833496
	Iteration 22Q: 3 clusters Score -1712365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -1712376.625000 Penalty: 4850.833496
	Iteration 23Q: 3 clusters Score -1712377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1712384.875000 Penalty: 4850.833496
	Iteration 24Q: 3 clusters Score -1712385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1712388.625000 Penalty: 4850.833496
	Iteration 25Q: 3 clusters Score -1712389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -1712395.500000 Penalty: 4850.833496
	Iteration 26Q: 3 clusters Score -1712396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -1712399.125000 Penalty: 4850.833496
	Iteration 27Q: 3 clusters Score -1712399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1712400.250000 Penalty: 4850.833496
	Iteration 28Q: 3 clusters Score -1712400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1712402.500000 Penalty: 4850.833496
	Iteration 29Q: 3 clusters Score -1712402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1712406.125000 Penalty: 4850.833496
	Iteration 30Q: 3 clusters Score -1712406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -1712411.500000 Penalty: 4850.833496
	Iteration 31Q: 3 clusters Score -1712412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -1712416.375000 Penalty: 4850.833496
	Iteration 32Q: 3 clusters Score -1712416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -1712416.500000 Penalty: 4850.833496
	Iteration 33Q: 3 clusters Score -1712416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -1712419.250000 Penalty: 4850.833496
	Iteration 34Q: 3 clusters Score -1712419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -1712419.250000 Penalty: 4850.833496
	Iteration 35F: 3 clusters Score -1712419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Entering Unmasked Estep 
Score: -651818.187500 Penalty: 2196.239990
	Iteration 0F: 2 clusters Score -651818.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -646034.937500 Penalty: 4392.479980
	Iteration 0F: 3 clusters Score -646034.9 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -647618.937500 Penalty: 4392.479980
	Iteration 1F: 3 clusters Score -647618.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -647879.562500 Penalty: 4392.479980
	Iteration 2F: 3 clusters Score -647879.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -648052.812500 Penalty: 4392.479980
	Iteration 3Q: 3 clusters Score -648052.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -648174.000000 Penalty: 4392.479980
	Iteration 4Q: 3 clusters Score -648174 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -648287.500000 Penalty: 4392.479980
	Iteration 5Q: 3 clusters Score -648287.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -648390.375000 Penalty: 4392.479980
	Iteration 6Q: 3 clusters Score -648390.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -648477.250000 Penalty: 4392.479980
	Iteration 7Q: 3 clusters Score -648477.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -648558.750000 Penalty: 4392.479980
	Iteration 8Q: 3 clusters Score -648558.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -648633.562500 Penalty: 4392.479980
	Iteration 9Q: 3 clusters Score -648633.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -648718.500000 Penalty: 4392.479980
	Iteration 10Q: 3 clusters Score -648718.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -648808.687500 Penalty: 4392.479980
	Iteration 11Q: 3 clusters Score -648808.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -648909.000000 Penalty: 4392.479980
	Iteration 12Q: 3 clusters Score -648909 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -648997.125000 Penalty: 4392.479980
	Iteration 13Q: 3 clusters Score -648997.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -649086.687500 Penalty: 4392.479980
	Iteration 14Q: 3 clusters Score -649086.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -649179.187500 Penalty: 4392.479980
	Iteration 15Q: 3 clusters Score -649179.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -649270.062500 Penalty: 4392.479980
	Iteration 16Q: 3 clusters Score -649270.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -649354.687500 Penalty: 4392.479980
	Iteration 17Q: 3 clusters Score -649354.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -649436.437500 Penalty: 4392.479980
	Iteration 18Q: 3 clusters Score -649436.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -649537.125000 Penalty: 4392.479980
	Iteration 19Q: 3 clusters Score -649537.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -649627.250000 Penalty: 4392.479980
	Iteration 20F: 3 clusters Score -649627.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -649699.187500 Penalty: 4392.479980
	Iteration 21Q: 3 clusters Score -649699.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -649753.312500 Penalty: 4392.479980
	Iteration 22Q: 3 clusters Score -649753.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -649790.500000 Penalty: 4392.479980
	Iteration 23Q: 3 clusters Score -649790.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -649818.312500 Penalty: 4392.479980
	Iteration 24Q: 3 clusters Score -649818.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -649843.937500 Penalty: 4392.479980
	Iteration 25Q: 3 clusters Score -649843.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -649868.062500 Penalty: 4392.479980
	Iteration 26Q: 3 clusters Score -649868.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -649890.625000 Penalty: 4392.479980
	Iteration 27Q: 3 clusters Score -649890.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -649904.500000 Penalty: 4392.479980
	Iteration 28Q: 3 clusters Score -649904.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -649915.562500 Penalty: 4392.479980
	Iteration 29Q: 3 clusters Score -649915.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -649927.000000 Penalty: 4392.479980
	Iteration 30Q: 3 clusters Score -649927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -649940.125000 Penalty: 4392.479980
	Iteration 31Q: 3 clusters Score -649940.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -649950.687500 Penalty: 4392.479980
	Iteration 32Q: 3 clusters Score -649950.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -649960.250000 Penalty: 4392.479980
	Iteration 33Q: 3 clusters Score -649960.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -649972.187500 Penalty: 4392.479980
	Iteration 34Q: 3 clusters Score -649972.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -649985.375000 Penalty: 4392.479980
	Iteration 35Q: 3 clusters Score -649985.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -649996.500000 Penalty: 4392.479980
	Iteration 36Q: 3 clusters Score -649996.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -650004.562500 Penalty: 4392.479980
	Iteration 37Q: 3 clusters Score -650004.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -650012.812500 Penalty: 4392.479980
	Iteration 38Q: 3 clusters Score -650012.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -650020.875000 Penalty: 4392.479980
	Iteration 39Q: 3 clusters Score -650020.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -650028.437500 Penalty: 4392.479980
	Iteration 40F: 3 clusters Score -650028.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -650034.937500 Penalty: 4392.479980
	Iteration 41Q: 3 clusters Score -650034.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -650037.937500 Penalty: 4392.479980
	Iteration 42Q: 3 clusters Score -650037.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -650043.812500 Penalty: 4392.479980
	Iteration 43Q: 3 clusters Score -650043.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -650047.875000 Penalty: 4392.479980
	Iteration 44Q: 3 clusters Score -650047.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -650051.125000 Penalty: 4392.479980
	Iteration 45Q: 3 clusters Score -650051.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -650052.062500 Penalty: 4392.479980
	Iteration 46Q: 3 clusters Score -650052.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -650053.625000 Penalty: 4392.479980
	Iteration 47Q: 3 clusters Score -650053.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -650054.250000 Penalty: 4392.479980
	Iteration 48Q: 3 clusters Score -650054.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -650057.500000 Penalty: 4392.479980
	Iteration 49Q: 3 clusters Score -650057.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -650058.062500 Penalty: 4392.479980
	Iteration 50Q: 3 clusters Score -650058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -650058.500000 Penalty: 4392.479980
	Iteration 51Q: 3 clusters Score -650058.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -650059.125000 Penalty: 4392.479980
	Iteration 52Q: 3 clusters Score -650059.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -650060.625000 Penalty: 4392.479980
	Iteration 53Q: 3 clusters Score -650060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -650060.375000 Penalty: 4392.479980
	Iteration 54Q: 3 clusters Score -650060.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -650061.812500 Penalty: 4392.479980
	Iteration 55Q: 3 clusters Score -650061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -650061.687500 Penalty: 4392.479980
	Iteration 56Q: 3 clusters Score -650061.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -650063.125000 Penalty: 4392.479980
	Iteration 57Q: 3 clusters Score -650063.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -650066.000000 Penalty: 4392.479980
	Iteration 58Q: 3 clusters Score -650066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -650067.000000 Penalty: 4392.479980
	Iteration 59Q: 3 clusters Score -650067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -650068.875000 Penalty: 4392.479980
	Iteration 60F: 3 clusters Score -650068.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -650068.875000 Penalty: 4392.479980
	Iteration 61Q: 3 clusters Score -650068.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -650068.875000 Penalty: 4392.479980
	Iteration 62F: 3 clusters Score -650068.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (62902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Entering Unmasked Estep 
Score: -6110397.000000 Penalty: 2740.234619
	Iteration 0F: 2 clusters Score -6110397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -6068355.500000 Penalty: 5480.469238
	Iteration 0F: 3 clusters Score -6068356 nChanged 29256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6084673 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6085341 nChanged 2279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6085990 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6086674 nChanged 2539
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -6087690 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -6089145.000000 Penalty: 5480.469238
	Iteration 6Q: 3 clusters Score -6089145 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -6091360.500000 Penalty: 5480.469238
	Iteration 7F: 3 clusters Score -6091360 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6094448 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -6098267.000000 Penalty: 5480.469238
	Iteration 9F: 3 clusters Score -6098267 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -6102177.500000 Penalty: 5480.469238
	Iteration 10F: 3 clusters Score -6102178 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -6104846.000000 Penalty: 5480.469238
	Iteration 11F: 3 clusters Score -6104846 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -6106310.000000 Penalty: 5480.469238
	Iteration 12Q: 3 clusters Score -6106310 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -6106992.000000 Penalty: 5480.469238
	Iteration 13Q: 3 clusters Score -6106992 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -6107453.500000 Penalty: 5480.469238
	Iteration 14Q: 3 clusters Score -6107454 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -6107878.000000 Penalty: 5480.469238
	Iteration 15Q: 3 clusters Score -6107878 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -6108174.500000 Penalty: 5480.469238
	Iteration 16Q: 3 clusters Score -6108174 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -6108393.000000 Penalty: 5480.469238
	Iteration 17Q: 3 clusters Score -6108393 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -6108553.500000 Penalty: 5480.469238
	Iteration 18Q: 3 clusters Score -6108554 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -6108698.500000 Penalty: 5480.469238
	Iteration 19Q: 3 clusters Score -6108698 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -6108803.500000 Penalty: 5480.469238
	Iteration 20F: 3 clusters Score -6108804 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -6108895.000000 Penalty: 5480.469238
	Iteration 21Q: 3 clusters Score -6108895 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -6109024.000000 Penalty: 5480.469238
	Iteration 22Q: 3 clusters Score -6109024 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -6109081.500000 Penalty: 5480.469238
	Iteration 23Q: 3 clusters Score -6109082 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -6109152.000000 Penalty: 5480.469238
	Iteration 24Q: 3 clusters Score -6109152 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -6109212.000000 Penalty: 5480.469238
	Iteration 25Q: 3 clusters Score -6109212 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -6109247.500000 Penalty: 5480.469238
	Iteration 26Q: 3 clusters Score -6109248 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -6109310.500000 Penalty: 5480.469238
	Iteration 27Q: 3 clusters Score -6109310 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -6109365.500000 Penalty: 5480.469238
	Iteration 28Q: 3 clusters Score -6109366 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -6109389.000000 Penalty: 5480.469238
	Iteration 29Q: 3 clusters Score -6109389 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -6109410.500000 Penalty: 5480.469238
	Iteration 30Q: 3 clusters Score -6109410 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -6109418.000000 Penalty: 5480.469238
	Iteration 31Q: 3 clusters Score -6109418 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -6109431.500000 Penalty: 5480.469238
	Iteration 32Q: 3 clusters Score -6109432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -6109445.000000 Penalty: 5480.469238
	Iteration 33Q: 3 clusters Score -6109445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -6109444.500000 Penalty: 5480.469238
	Iteration 34Q: 3 clusters Score -6109444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -6109449.000000 Penalty: 5480.469238
	Iteration 35Q: 3 clusters Score -6109449 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -6109444.000000 Penalty: 5480.469238
	Iteration 36Q: 3 clusters Score -6109444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -6109458.500000 Penalty: 5480.469238
	Iteration 37Q: 3 clusters Score -6109458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -6109464.000000 Penalty: 5480.469238
	Iteration 38Q: 3 clusters Score -6109464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -6109484.500000 Penalty: 5480.469238
	Iteration 39Q: 3 clusters Score -6109484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -6109479.000000 Penalty: 5480.469238
	Iteration 40F: 3 clusters Score -6109479 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -6109475.000000 Penalty: 5480.469238
	Iteration 41Q: 3 clusters Score -6109475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -6109471.000000 Penalty: 5480.469238
	Iteration 42Q: 3 clusters Score -6109471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 56141 members 
Entering Unmasked Estep 
Score: -6109475.000000 Penalty: 5480.469238
	Iteration 43Q: 3 clusters Score -6109475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -6109470.500000 Penalty: 5480.469238
	Iteration 44Q: 3 clusters Score -6109470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 56186 members 
Entering Unmasked Estep 
Score: -6109460.500000 Penalty: 5480.469238
	Iteration 45Q: 3 clusters Score -6109460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -6109461.500000 Penalty: 5480.469238
	Iteration 46Q: 3 clusters Score -6109462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -6109466.000000 Penalty: 5480.469238
	Iteration 47Q: 3 clusters Score -6109466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -6109462.500000 Penalty: 5480.469238
	Iteration 48Q: 3 clusters Score -6109462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -6109471.500000 Penalty: 5480.469238
	Iteration 49Q: 3 clusters Score -6109472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -6109463.500000 Penalty: 5480.469238
	Iteration 50Q: 3 clusters Score -6109464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -6109472.500000 Penalty: 5480.469238
	Iteration 51Q: 3 clusters Score -6109472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -6109471.500000 Penalty: 5480.469238
	Iteration 52Q: 3 clusters Score -6109472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -6109459.500000 Penalty: 5480.469238
	Iteration 53Q: 3 clusters Score -6109460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -6109452.500000 Penalty: 5480.469238
	Iteration 54Q: 3 clusters Score -6109452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -6109461.000000 Penalty: 5480.469238
	Iteration 55Q: 3 clusters Score -6109461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -6109475.000000 Penalty: 5480.469238
	Iteration 56Q: 3 clusters Score -6109475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -6109487.000000 Penalty: 5480.469238
	Iteration 57Q: 3 clusters Score -6109487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 56429 members 
Entering Unmasked Estep 
Score: -6109488.000000 Penalty: 5480.469238
	Iteration 58Q: 3 clusters Score -6109488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -6109480.500000 Penalty: 5480.469238
	Iteration 59Q: 3 clusters Score -6109480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -6109486.500000 Penalty: 5480.469238
	Iteration 60F: 3 clusters Score -6109486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -6109491.000000 Penalty: 5480.469238
	Iteration 61Q: 3 clusters Score -6109491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 56467 members 
Entering Unmasked Estep 
Score: -6109492.000000 Penalty: 5480.469238
	Iteration 62Q: 3 clusters Score -6109492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -6109490.000000 Penalty: 5480.469238
	Iteration 63Q: 3 clusters Score -6109490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -6109491.000000 Penalty: 5480.469238
	Iteration 64Q: 3 clusters Score -6109491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -6109493.000000 Penalty: 5480.469238
	Iteration 65Q: 3 clusters Score -6109493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -6109490.500000 Penalty: 5480.469238
	Iteration 66Q: 3 clusters Score -6109490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 56515 members 
Entering Unmasked Estep 
Score: -6109487.000000 Penalty: 5480.469238
	Iteration 67Q: 3 clusters Score -6109487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 56525 members 
Entering Unmasked Estep 
Score: -6109487.500000 Penalty: 5480.469238
	Iteration 68Q: 3 clusters Score -6109488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 56537 members 
Entering Unmasked Estep 
Score: -6109480.500000 Penalty: 5480.469238
	Iteration 69Q: 3 clusters Score -6109480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -6109483.500000 Penalty: 5480.469238
	Iteration 70Q: 3 clusters Score -6109484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -6109479.500000 Penalty: 5480.469238
	Iteration 71Q: 3 clusters Score -6109480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -6109486.000000 Penalty: 5480.469238
	Iteration 72Q: 3 clusters Score -6109486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
Score: -6109489.500000 Penalty: 5480.469238
	Iteration 73Q: 3 clusters Score -6109490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -6109489.000000 Penalty: 5480.469238
	Iteration 74Q: 3 clusters Score -6109489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
Score: -6109488.000000 Penalty: 5480.469238
	Iteration 75Q: 3 clusters Score -6109488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 56600 members 
Entering Unmasked Estep 
Score: -6109489.000000 Penalty: 5480.469238
	Iteration 76Q: 3 clusters Score -6109489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -6109495.000000 Penalty: 5480.469238
	Iteration 77Q: 3 clusters Score -6109495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 56605 members 
Entering Unmasked Estep 
Score: -6109495.500000 Penalty: 5480.469238
	Iteration 78Q: 3 clusters Score -6109496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
Score: -6109494.000000 Penalty: 5480.469238
	Iteration 79Q: 3 clusters Score -6109494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -6109497.500000 Penalty: 5480.469238
	Iteration 80F: 3 clusters Score -6109498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -6109501.000000 Penalty: 5480.469238
	Iteration 81Q: 3 clusters Score -6109501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
Score: -6109498.000000 Penalty: 5480.469238
	Iteration 82Q: 3 clusters Score -6109498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 56617 members 
Entering Unmasked Estep 
Score: -6109498.500000 Penalty: 5480.469238
	Iteration 83Q: 3 clusters Score -6109498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 56618 members 
Entering Unmasked Estep 
Score: -6109501.000000 Penalty: 5480.469238
	Iteration 84Q: 3 clusters Score -6109501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -6109500.500000 Penalty: 5480.469238
	Iteration 85Q: 3 clusters Score -6109500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -6109500.500000 Penalty: 5480.469238
	Iteration 86F: 3 clusters Score -6109500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (127825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127825 members 
Entering Unmasked Estep 
Score: -12403797.000000 Penalty: 2916.087402
	Iteration 0F: 2 clusters Score -1.24038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64019 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -12318266.000000 Penalty: 5832.174805
	Iteration 0F: 3 clusters Score -1.231827e+07 nChanged 60738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -12353282.000000 Penalty: 5832.174805
	Iteration 1F: 3 clusters Score -1.235328e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -12354123.000000 Penalty: 5832.174805
	Iteration 2Q: 3 clusters Score -1.235412e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65980 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -12355151.000000 Penalty: 5832.174805
	Iteration 3Q: 3 clusters Score -1.235515e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67080 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -12356191.000000 Penalty: 5832.174805
	Iteration 4Q: 3 clusters Score -1.235619e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68730 members 
Mstep: Class 2 contains 59095 members 
Entering Unmasked Estep 
Score: -12357571.000000 Penalty: 5832.174805
	Iteration 5Q: 3 clusters Score -1.235757e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71218 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -12359828.000000 Penalty: 5832.174805
	Iteration 6Q: 3 clusters Score -1.235983e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74826 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -12363163.000000 Penalty: 5832.174805
	Iteration 7Q: 3 clusters Score -1.236316e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79250 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -12367760.000000 Penalty: 5832.174805
	Iteration 8F: 3 clusters Score -1.236776e+07 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -12372983.000000 Penalty: 5832.174805
	Iteration 9F: 3 clusters Score -1.237298e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88637 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -12377899.000000 Penalty: 5832.174805
	Iteration 10F: 3 clusters Score -1.23779e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92336 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -12381312.000000 Penalty: 5832.174805
	Iteration 11Q: 3 clusters Score -1.238131e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95497 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -12383404.000000 Penalty: 5832.174805
	Iteration 12Q: 3 clusters Score -1.23834e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98325 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -12384950.000000 Penalty: 5832.174805
	Iteration 13Q: 3 clusters Score -1.238495e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101058 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -12386217.000000 Penalty: 5832.174805
	Iteration 14Q: 3 clusters Score -1.238622e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -12387438.000000 Penalty: 5832.174805
	Iteration 15Q: 3 clusters Score -1.238744e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106434 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -12388560.000000 Penalty: 5832.174805
	Iteration 16Q: 3 clusters Score -1.238856e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -12389801.000000 Penalty: 5832.174805
	Iteration 17Q: 3 clusters Score -1.23898e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111702 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -12391063.000000 Penalty: 5832.174805
	Iteration 18Q: 3 clusters Score -1.239106e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114246 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -12392438.000000 Penalty: 5832.174805
	Iteration 19Q: 3 clusters Score -1.239244e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116681 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -12393767.000000 Penalty: 5832.174805
	Iteration 20F: 3 clusters Score -1.239377e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118945 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -12395262.000000 Penalty: 5832.174805
	Iteration 21Q: 3 clusters Score -1.239526e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121006 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -12396654.000000 Penalty: 5832.174805
	Iteration 22Q: 3 clusters Score -1.239665e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122768 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -12397802.000000 Penalty: 5832.174805
	Iteration 23Q: 3 clusters Score -1.23978e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124194 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -12398721.000000 Penalty: 5832.174805
	Iteration 24Q: 3 clusters Score -1.239872e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125285 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -12399515.000000 Penalty: 5832.174805
	Iteration 25Q: 3 clusters Score -1.239952e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126027 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -12400023.000000 Penalty: 5832.174805
	Iteration 26Q: 3 clusters Score -1.240002e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126559 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -12400466.000000 Penalty: 5832.174805
	Iteration 27Q: 3 clusters Score -1.240047e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126891 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -12400723.000000 Penalty: 5832.174805
	Iteration 28Q: 3 clusters Score -1.240072e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127065 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -12400870.000000 Penalty: 5832.174805
	Iteration 29Q: 3 clusters Score -1.240087e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127161 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -12400950.000000 Penalty: 5832.174805
	Iteration 30Q: 3 clusters Score -1.240095e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127243 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12401023.000000 Penalty: 5832.174805
	Iteration 31Q: 3 clusters Score -1.240102e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127284 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12401056.000000 Penalty: 5832.174805
	Iteration 32Q: 3 clusters Score -1.240106e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127318 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -12401094.000000 Penalty: 5832.174805
	Iteration 33Q: 3 clusters Score -1.240109e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127349 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -12401130.000000 Penalty: 5832.174805
	Iteration 34Q: 3 clusters Score -1.240113e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127367 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12401151.000000 Penalty: 5832.174805
	Iteration 35Q: 3 clusters Score -1.240115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127380 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -12401169.000000 Penalty: 5832.174805
	Iteration 36Q: 3 clusters Score -1.240117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127388 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -12401168.000000 Penalty: 5832.174805
	Iteration 37Q: 3 clusters Score -1.240117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127397 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -12401174.000000 Penalty: 5832.174805
	Iteration 38Q: 3 clusters Score -1.240117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127400 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12401178.000000 Penalty: 5832.174805
	Iteration 39Q: 3 clusters Score -1.240118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127399 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -12401175.000000 Penalty: 5832.174805
	Iteration 40F: 3 clusters Score -1.240118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127401 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -12401187.000000 Penalty: 5832.174805
	Iteration 41Q: 3 clusters Score -1.240119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127402 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12401189.000000 Penalty: 5832.174805
	Iteration 42Q: 3 clusters Score -1.240119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127405 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12401190.000000 Penalty: 5832.174805
	Iteration 43Q: 3 clusters Score -1.240119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127404 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12401190.000000 Penalty: 5832.174805
	Iteration 44Q: 3 clusters Score -1.240119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127404 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12401190.000000 Penalty: 5832.174805
	Iteration 45F: 3 clusters Score -1.240119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Entering Unmasked Estep 
Score: -593538.562500 Penalty: 2173.213623
	Iteration 0F: 2 clusters Score -593538.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -588137.187500 Penalty: 4346.427246
	Iteration 0F: 3 clusters Score -588137.2 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -589574.250000 Penalty: 4346.427246
	Iteration 1F: 3 clusters Score -589574.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -589810.375000 Penalty: 4346.427246
	Iteration 2F: 3 clusters Score -589810.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -589977.937500 Penalty: 4346.427246
	Iteration 3F: 3 clusters Score -589977.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -590118.125000 Penalty: 4346.427246
	Iteration 4Q: 3 clusters Score -590118.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -590260.437500 Penalty: 4346.427246
	Iteration 5Q: 3 clusters Score -590260.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -590396.562500 Penalty: 4346.427246
	Iteration 6Q: 3 clusters Score -590396.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -590512.500000 Penalty: 4346.427246
	Iteration 7Q: 3 clusters Score -590512.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -590635.000000 Penalty: 4346.427246
	Iteration 8Q: 3 clusters Score -590635 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -590790.875000 Penalty: 4346.427246
	Iteration 9Q: 3 clusters Score -590790.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -590956.562500 Penalty: 4346.427246
	Iteration 10Q: 3 clusters Score -590956.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -591156.125000 Penalty: 4346.427246
	Iteration 11Q: 3 clusters Score -591156.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -591385.062500 Penalty: 4346.427246
	Iteration 12Q: 3 clusters Score -591385.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -591645.062500 Penalty: 4346.427246
	Iteration 13Q: 3 clusters Score -591645.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -591876.750000 Penalty: 4346.427246
	Iteration 14Q: 3 clusters Score -591876.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -592061.812500 Penalty: 4346.427246
	Iteration 15Q: 3 clusters Score -592061.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -592200.125000 Penalty: 4346.427246
	Iteration 16Q: 3 clusters Score -592200.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -592295.187500 Penalty: 4346.427246
	Iteration 17Q: 3 clusters Score -592295.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -592365.937500 Penalty: 4346.427246
	Iteration 18Q: 3 clusters Score -592365.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -592416.875000 Penalty: 4346.427246
	Iteration 19Q: 3 clusters Score -592416.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -592449.562500 Penalty: 4346.427246
	Iteration 20F: 3 clusters Score -592449.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -592466.000000 Penalty: 4346.427246
	Iteration 21Q: 3 clusters Score -592466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -592478.687500 Penalty: 4346.427246
	Iteration 22Q: 3 clusters Score -592478.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -592486.750000 Penalty: 4346.427246
	Iteration 23Q: 3 clusters Score -592486.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -592491.500000 Penalty: 4346.427246
	Iteration 24Q: 3 clusters Score -592491.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -592493.750000 Penalty: 4346.427246
	Iteration 25Q: 3 clusters Score -592493.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -592498.000000 Penalty: 4346.427246
	Iteration 26Q: 3 clusters Score -592498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -592500.750000 Penalty: 4346.427246
	Iteration 27Q: 3 clusters Score -592500.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -592504.062500 Penalty: 4346.427246
	Iteration 28Q: 3 clusters Score -592504.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -592505.375000 Penalty: 4346.427246
	Iteration 29Q: 3 clusters Score -592505.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -592508.250000 Penalty: 4346.427246
	Iteration 30Q: 3 clusters Score -592508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -592509.000000 Penalty: 4346.427246
	Iteration 31Q: 3 clusters Score -592509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -592512.625000 Penalty: 4346.427246
	Iteration 32Q: 3 clusters Score -592512.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -592514.625000 Penalty: 4346.427246
	Iteration 33Q: 3 clusters Score -592514.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -592519.000000 Penalty: 4346.427246
	Iteration 34Q: 3 clusters Score -592519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -592526.562500 Penalty: 4346.427246
	Iteration 35Q: 3 clusters Score -592526.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -592527.812500 Penalty: 4346.427246
	Iteration 36Q: 3 clusters Score -592527.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -592529.250000 Penalty: 4346.427246
	Iteration 37Q: 3 clusters Score -592529.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -592534.125000 Penalty: 4346.427246
	Iteration 38Q: 3 clusters Score -592534.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -592534.312500 Penalty: 4346.427246
	Iteration 39Q: 3 clusters Score -592534.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -592536.250000 Penalty: 4346.427246
	Iteration 40F: 3 clusters Score -592536.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -592537.375000 Penalty: 4346.427246
	Iteration 41Q: 3 clusters Score -592537.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -592540.937500 Penalty: 4346.427246
	Iteration 42Q: 3 clusters Score -592540.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -592544.375000 Penalty: 4346.427246
	Iteration 43Q: 3 clusters Score -592544.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -592547.812500 Penalty: 4346.427246
	Iteration 44Q: 3 clusters Score -592547.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -592549.562500 Penalty: 4346.427246
	Iteration 45Q: 3 clusters Score -592549.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -592550.875000 Penalty: 4346.427246
	Iteration 46Q: 3 clusters Score -592550.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -592551.937500 Penalty: 4346.427246
	Iteration 47Q: 3 clusters Score -592551.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -592552.250000 Penalty: 4346.427246
	Iteration 48Q: 3 clusters Score -592552.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -592554.375000 Penalty: 4346.427246
	Iteration 49Q: 3 clusters Score -592554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -592553.750000 Penalty: 4346.427246
	Iteration 50Q: 3 clusters Score -592553.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -592554.625000 Penalty: 4346.427246
	Iteration 51Q: 3 clusters Score -592554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -592555.812500 Penalty: 4346.427246
	Iteration 52Q: 3 clusters Score -592555.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -592555.812500 Penalty: 4346.427246
	Iteration 53F: 3 clusters Score -592555.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Entering Unmasked Estep 
Score: -1475161.000000 Penalty: 2393.698242
	Iteration 0F: 2 clusters Score -1475161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1463855.250000 Penalty: 4787.396484
	Iteration 0F: 3 clusters Score -1463855 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1467464.500000 Penalty: 4787.396484
	Iteration 1F: 3 clusters Score -1467464 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1467963.875000 Penalty: 4787.396484
	Iteration 2F: 3 clusters Score -1467964 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1468470.000000 Penalty: 4787.396484
	Iteration 3F: 3 clusters Score -1468470 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1469053.750000 Penalty: 4787.396484
	Iteration 4F: 3 clusters Score -1469054 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1469761.125000 Penalty: 4787.396484
	Iteration 5F: 3 clusters Score -1469761 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1470516.500000 Penalty: 4787.396484
	Iteration 6F: 3 clusters Score -1470516 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1471172.875000 Penalty: 4787.396484
	Iteration 7F: 3 clusters Score -1471173 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1471556.625000 Penalty: 4787.396484
	Iteration 8F: 3 clusters Score -1471557 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1471780.500000 Penalty: 4787.396484
	Iteration 9Q: 3 clusters Score -1471780 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1471960.500000 Penalty: 4787.396484
	Iteration 10Q: 3 clusters Score -1471960 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1472095.750000 Penalty: 4787.396484
	Iteration 11Q: 3 clusters Score -1472096 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1472206.625000 Penalty: 4787.396484
	Iteration 12Q: 3 clusters Score -1472207 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1472322.250000 Penalty: 4787.396484
	Iteration 13Q: 3 clusters Score -1472322 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1472417.875000 Penalty: 4787.396484
	Iteration 14Q: 3 clusters Score -1472418 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1472506.000000 Penalty: 4787.396484
	Iteration 15Q: 3 clusters Score -1472506 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1472570.750000 Penalty: 4787.396484
	Iteration 16Q: 3 clusters Score -1472571 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1472623.750000 Penalty: 4787.396484
	Iteration 17Q: 3 clusters Score -1472624 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1472675.000000 Penalty: 4787.396484
	Iteration 18Q: 3 clusters Score -1472675 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1472726.375000 Penalty: 4787.396484
	Iteration 19Q: 3 clusters Score -1472726 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1472778.625000 Penalty: 4787.396484
	Iteration 20F: 3 clusters Score -1472779 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1472850.000000 Penalty: 4787.396484
	Iteration 21Q: 3 clusters Score -1472850 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1472945.500000 Penalty: 4787.396484
	Iteration 22Q: 3 clusters Score -1472946 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1473048.375000 Penalty: 4787.396484
	Iteration 23Q: 3 clusters Score -1473048 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1473167.375000 Penalty: 4787.396484
	Iteration 24Q: 3 clusters Score -1473167 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1473325.125000 Penalty: 4787.396484
	Iteration 25Q: 3 clusters Score -1473325 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1473469.500000 Penalty: 4787.396484
	Iteration 26Q: 3 clusters Score -1473470 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1473593.875000 Penalty: 4787.396484
	Iteration 27Q: 3 clusters Score -1473594 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1473664.875000 Penalty: 4787.396484
	Iteration 28Q: 3 clusters Score -1473665 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1473732.000000 Penalty: 4787.396484
	Iteration 29Q: 3 clusters Score -1473732 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1473785.250000 Penalty: 4787.396484
	Iteration 30Q: 3 clusters Score -1473785 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1473835.875000 Penalty: 4787.396484
	Iteration 31Q: 3 clusters Score -1473836 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1473876.625000 Penalty: 4787.396484
	Iteration 32Q: 3 clusters Score -1473877 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1473903.000000 Penalty: 4787.396484
	Iteration 33Q: 3 clusters Score -1473903 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1473916.875000 Penalty: 4787.396484
	Iteration 34Q: 3 clusters Score -1473917 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1473928.500000 Penalty: 4787.396484
	Iteration 35Q: 3 clusters Score -1473928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1473938.000000 Penalty: 4787.396484
	Iteration 36Q: 3 clusters Score -1473938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1473944.375000 Penalty: 4787.396484
	Iteration 37Q: 3 clusters Score -1473944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1473951.375000 Penalty: 4787.396484
	Iteration 38Q: 3 clusters Score -1473951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1473951.500000 Penalty: 4787.396484
	Iteration 39Q: 3 clusters Score -1473952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1473954.250000 Penalty: 4787.396484
	Iteration 40F: 3 clusters Score -1473954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1473961.875000 Penalty: 4787.396484
	Iteration 41Q: 3 clusters Score -1473962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1473964.250000 Penalty: 4787.396484
	Iteration 42Q: 3 clusters Score -1473964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1473965.875000 Penalty: 4787.396484
	Iteration 43Q: 3 clusters Score -1473966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1473966.125000 Penalty: 4787.396484
	Iteration 44Q: 3 clusters Score -1473966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1473965.500000 Penalty: 4787.396484
	Iteration 45Q: 3 clusters Score -1473966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1473970.000000 Penalty: 4787.396484
	Iteration 46Q: 3 clusters Score -1473970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1473970.000000 Penalty: 4787.396484
	Iteration 47Q: 3 clusters Score -1473970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1473970.500000 Penalty: 4787.396484
	Iteration 48Q: 3 clusters Score -1473970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1473970.625000 Penalty: 4787.396484
	Iteration 49Q: 3 clusters Score -1473971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1473973.125000 Penalty: 4787.396484
	Iteration 50Q: 3 clusters Score -1473973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1473974.000000 Penalty: 4787.396484
	Iteration 51Q: 3 clusters Score -1473974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1473974.250000 Penalty: 4787.396484
	Iteration 52Q: 3 clusters Score -1473974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1473975.125000 Penalty: 4787.396484
	Iteration 53Q: 3 clusters Score -1473975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1473976.375000 Penalty: 4787.396484
	Iteration 54Q: 3 clusters Score -1473976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1473976.250000 Penalty: 4787.396484
	Iteration 55Q: 3 clusters Score -1473976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1473978.000000 Penalty: 4787.396484
	Iteration 56Q: 3 clusters Score -1473978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1473977.875000 Penalty: 4787.396484
	Iteration 57Q: 3 clusters Score -1473978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1473978.500000 Penalty: 4787.396484
	Iteration 58Q: 3 clusters Score -1473978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1473977.625000 Penalty: 4787.396484
	Iteration 59Q: 3 clusters Score -1473978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1473977.000000 Penalty: 4787.396484
	Iteration 60F: 3 clusters Score -1473977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1473975.125000 Penalty: 4787.396484
	Iteration 61Q: 3 clusters Score -1473975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1473977.125000 Penalty: 4787.396484
	Iteration 62Q: 3 clusters Score -1473977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1473976.750000 Penalty: 4787.396484
	Iteration 63Q: 3 clusters Score -1473977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1473979.125000 Penalty: 4787.396484
	Iteration 64Q: 3 clusters Score -1473979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1473980.750000 Penalty: 4787.396484
	Iteration 65Q: 3 clusters Score -1473981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1473980.125000 Penalty: 4787.396484
	Iteration 66Q: 3 clusters Score -1473980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1473979.625000 Penalty: 4787.396484
	Iteration 67Q: 3 clusters Score -1473980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1473979.875000 Penalty: 4787.396484
	Iteration 68Q: 3 clusters Score -1473980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1473982.125000 Penalty: 4787.396484
	Iteration 69Q: 3 clusters Score -1473982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1473982.125000 Penalty: 4787.396484
	Iteration 70F: 3 clusters Score -1473982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (227987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227987 members 
Entering Unmasked Estep 
Score: -22443154.000000 Penalty: 3059.586914
	Iteration 0F: 2 clusters Score -2.244315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113673 members 
Mstep: Class 2 contains 114314 members 
Entering Unmasked Estep 
Score: -22290656.000000 Penalty: 6119.173828
	Iteration 0F: 3 clusters Score -2.229066e+07 nChanged 109919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108556 members 
Mstep: Class 2 contains 119431 members 
Entering Unmasked Estep 
Score: -22354868.000000 Penalty: 6119.173828
	Iteration 1F: 3 clusters Score -2.235487e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105335 members 
Mstep: Class 2 contains 122652 members 
Entering Unmasked Estep 
Score: -22356148.000000 Penalty: 6119.173828
	Iteration 2Q: 3 clusters Score -2.235615e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100369 members 
Mstep: Class 2 contains 127618 members 
Entering Unmasked Estep 
Score: -22358064.000000 Penalty: 6119.173828
	Iteration 3Q: 3 clusters Score -2.235806e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92712 members 
Mstep: Class 2 contains 135275 members 
Entering Unmasked Estep 
Score: -22361350.000000 Penalty: 6119.173828
	Iteration 4Q: 3 clusters Score -2.236135e+07 nChanged 11886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81060 members 
Mstep: Class 2 contains 146927 members 
Entering Unmasked Estep 
Score: -22367440.000000 Penalty: 6119.173828
	Iteration 5F: 3 clusters Score -2.236744e+07 nChanged 16373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 163276 members 
Entering Unmasked Estep 
Score: -22378858.000000 Penalty: 6119.173828
	Iteration 6F: 3 clusters Score -2.237886e+07 nChanged 20800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 184068 members 
Entering Unmasked Estep 
Score: -22397002.000000 Penalty: 6119.173828
	Iteration 7F: 3 clusters Score -2.2397e+07 nChanged 21037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 205105 members 
Entering Unmasked Estep 
Score: -22418066.000000 Penalty: 6119.173828
	Iteration 8F: 3 clusters Score -2.241807e+07 nChanged 14440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 219545 members 
Entering Unmasked Estep 
Score: -22432560.000000 Penalty: 6119.173828
	Iteration 9F: 3 clusters Score -2.243256e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 225666 members 
Entering Unmasked Estep 
Score: -22438482.000000 Penalty: 6119.173828
	Iteration 10Q: 3 clusters Score -2.243848e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 227308 members 
Entering Unmasked Estep 
Score: -22439906.000000 Penalty: 6119.173828
	Iteration 11Q: 3 clusters Score -2.243991e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 227664 members 
Entering Unmasked Estep 
Score: -22440300.000000 Penalty: 6119.173828
	Iteration 12Q: 3 clusters Score -2.24403e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 227734 members 
Entering Unmasked Estep 
Score: -22440436.000000 Penalty: 6119.173828
	Iteration 13Q: 3 clusters Score -2.244044e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 227759 members 
Entering Unmasked Estep 
Score: -22440500.000000 Penalty: 6119.173828
	Iteration 14Q: 3 clusters Score -2.24405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 227770 members 
Entering Unmasked Estep 
Score: -22440512.000000 Penalty: 6119.173828
	Iteration 15Q: 3 clusters Score -2.244051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 227768 members 
Entering Unmasked Estep 
Score: -22440520.000000 Penalty: 6119.173828
	Iteration 16Q: 3 clusters Score -2.244052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 227767 members 
Entering Unmasked Estep 
Score: -22440530.000000 Penalty: 6119.173828
	Iteration 17Q: 3 clusters Score -2.244053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 227764 members 
Entering Unmasked Estep 
Score: -22440534.000000 Penalty: 6119.173828
	Iteration 18Q: 3 clusters Score -2.244053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 227767 members 
Entering Unmasked Estep 
Score: -22440550.000000 Penalty: 6119.173828
	Iteration 19Q: 3 clusters Score -2.244055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 227767 members 
Entering Unmasked Estep 
Score: -22440554.000000 Penalty: 6119.173828
	Iteration 20F: 3 clusters Score -2.244055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227769 members 
Entering Unmasked Estep 
Score: -22440554.000000 Penalty: 6119.173828
	Iteration 21Q: 3 clusters Score -2.244055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 227768 members 
Entering Unmasked Estep 
Score: -22440580.000000 Penalty: 6119.173828
	Iteration 22Q: 3 clusters Score -2.244058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227769 members 
Entering Unmasked Estep 
Score: -22440594.000000 Penalty: 6119.173828
	Iteration 23Q: 3 clusters Score -2.244059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227769 members 
Entering Unmasked Estep 
Score: -22440574.000000 Penalty: 6119.173828
	Iteration 24Q: 3 clusters Score -2.244057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227769 members 
Entering Unmasked Estep 
Score: -22440572.000000 Penalty: 6119.173828
	Iteration 25Q: 3 clusters Score -2.244057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 227770 members 
Entering Unmasked Estep 
Score: -22440578.000000 Penalty: 6119.173828
	Iteration 26Q: 3 clusters Score -2.244058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 227770 members 
Entering Unmasked Estep 
Score: -22440578.000000 Penalty: 6119.173828
	Iteration 27F: 3 clusters Score -2.244058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Entering Unmasked Estep 
Score: -851873.875000 Penalty: 2266.539795
	Iteration 0F: 2 clusters Score -851873.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -844610.812500 Penalty: 4533.079590
	Iteration 0F: 3 clusters Score -844610.8 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -846947.375000 Penalty: 4533.079590
	Iteration 1F: 3 clusters Score -846947.4 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -847941.000000 Penalty: 4533.079590
	Iteration 2F: 3 clusters Score -847941 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -849054.125000 Penalty: 4533.079590
	Iteration 3F: 3 clusters Score -849054.1 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -850010.812500 Penalty: 4533.079590
	Iteration 4F: 3 clusters Score -850010.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -850677.937500 Penalty: 4533.079590
	Iteration 5F: 3 clusters Score -850677.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -850992.562500 Penalty: 4533.079590
	Iteration 6Q: 3 clusters Score -850992.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -851160.937500 Penalty: 4533.079590
	Iteration 7Q: 3 clusters Score -851160.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -851269.187500 Penalty: 4533.079590
	Iteration 8Q: 3 clusters Score -851269.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -851375.437500 Penalty: 4533.079590
	Iteration 9Q: 3 clusters Score -851375.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -851461.750000 Penalty: 4533.079590
	Iteration 10Q: 3 clusters Score -851461.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -851527.500000 Penalty: 4533.079590
	Iteration 11Q: 3 clusters Score -851527.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -851556.812500 Penalty: 4533.079590
	Iteration 12Q: 3 clusters Score -851556.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -851569.125000 Penalty: 4533.079590
	Iteration 13Q: 3 clusters Score -851569.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -851573.812500 Penalty: 4533.079590
	Iteration 14Q: 3 clusters Score -851573.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -851574.312500 Penalty: 4533.079590
	Iteration 15Q: 3 clusters Score -851574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -851572.687500 Penalty: 4533.079590
	Iteration 16Q: 3 clusters Score -851572.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -851575.562500 Penalty: 4533.079590
	Iteration 17Q: 3 clusters Score -851575.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -851576.000000 Penalty: 4533.079590
	Iteration 18Q: 3 clusters Score -851576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -851576.437500 Penalty: 4533.079590
	Iteration 19Q: 3 clusters Score -851576.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -851576.437500 Penalty: 4533.079590
	Iteration 20F: 3 clusters Score -851576.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Entering Unmasked Estep 
Score: -925808.687500 Penalty: 2277.554688
	Iteration 0F: 2 clusters Score -925808.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -918302.500000 Penalty: 4555.109375
	Iteration 0F: 3 clusters Score -918302.5 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -920526.062500 Penalty: 4555.109375
	Iteration 1F: 3 clusters Score -920526.1 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -921077.812500 Penalty: 4555.109375
	Iteration 2F: 3 clusters Score -921077.8 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -921805.625000 Penalty: 4555.109375
	Iteration 3F: 3 clusters Score -921805.6 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -922684.937500 Penalty: 4555.109375
	Iteration 4F: 3 clusters Score -922684.9 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -923434.000000 Penalty: 4555.109375
	Iteration 5F: 3 clusters Score -923434 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -923916.750000 Penalty: 4555.109375
	Iteration 6F: 3 clusters Score -923916.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -924188.125000 Penalty: 4555.109375
	Iteration 7Q: 3 clusters Score -924188.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -924346.687500 Penalty: 4555.109375
	Iteration 8Q: 3 clusters Score -924346.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -924454.562500 Penalty: 4555.109375
	Iteration 9Q: 3 clusters Score -924454.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -924547.687500 Penalty: 4555.109375
	Iteration 10Q: 3 clusters Score -924547.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -924613.812500 Penalty: 4555.109375
	Iteration 11Q: 3 clusters Score -924613.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -924652.687500 Penalty: 4555.109375
	Iteration 12Q: 3 clusters Score -924652.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -924694.187500 Penalty: 4555.109375
	Iteration 13Q: 3 clusters Score -924694.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -924729.000000 Penalty: 4555.109375
	Iteration 14Q: 3 clusters Score -924729 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -924774.750000 Penalty: 4555.109375
	Iteration 15Q: 3 clusters Score -924774.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -924823.062500 Penalty: 4555.109375
	Iteration 16Q: 3 clusters Score -924823.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -924871.812500 Penalty: 4555.109375
	Iteration 17Q: 3 clusters Score -924871.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -924913.812500 Penalty: 4555.109375
	Iteration 18Q: 3 clusters Score -924913.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -924950.750000 Penalty: 4555.109375
	Iteration 19Q: 3 clusters Score -924950.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -924984.250000 Penalty: 4555.109375
	Iteration 20F: 3 clusters Score -924984.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -925008.750000 Penalty: 4555.109375
	Iteration 21Q: 3 clusters Score -925008.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -925023.250000 Penalty: 4555.109375
	Iteration 22Q: 3 clusters Score -925023.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -925038.312500 Penalty: 4555.109375
	Iteration 23Q: 3 clusters Score -925038.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -925052.750000 Penalty: 4555.109375
	Iteration 24Q: 3 clusters Score -925052.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -925070.687500 Penalty: 4555.109375
	Iteration 25Q: 3 clusters Score -925070.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -925084.937500 Penalty: 4555.109375
	Iteration 26Q: 3 clusters Score -925084.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -925102.125000 Penalty: 4555.109375
	Iteration 27Q: 3 clusters Score -925102.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -925114.750000 Penalty: 4555.109375
	Iteration 28Q: 3 clusters Score -925114.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -925127.000000 Penalty: 4555.109375
	Iteration 29Q: 3 clusters Score -925127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -925136.687500 Penalty: 4555.109375
	Iteration 30Q: 3 clusters Score -925136.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -925143.687500 Penalty: 4555.109375
	Iteration 31Q: 3 clusters Score -925143.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -925146.937500 Penalty: 4555.109375
	Iteration 32Q: 3 clusters Score -925146.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -925147.125000 Penalty: 4555.109375
	Iteration 33Q: 3 clusters Score -925147.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -925149.875000 Penalty: 4555.109375
	Iteration 34Q: 3 clusters Score -925149.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -925149.812500 Penalty: 4555.109375
	Iteration 35Q: 3 clusters Score -925149.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -925149.062500 Penalty: 4555.109375
	Iteration 36Q: 3 clusters Score -925149.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -925149.437500 Penalty: 4555.109375
	Iteration 37Q: 3 clusters Score -925149.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -925149.437500 Penalty: 4555.109375
	Iteration 38F: 3 clusters Score -925149.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Entering Unmasked Estep 
Score: -1443156.375000 Penalty: 2398.076172
	Iteration 0F: 2 clusters Score -1443156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1431778.625000 Penalty: 4796.152344
	Iteration 0F: 3 clusters Score -1431779 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1435483.375000 Penalty: 4796.152344
	Iteration 1F: 3 clusters Score -1435483 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1436012.500000 Penalty: 4796.152344
	Iteration 2F: 3 clusters Score -1436012 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1436622.625000 Penalty: 4796.152344
	Iteration 3F: 3 clusters Score -1436623 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1437354.750000 Penalty: 4796.152344
	Iteration 4F: 3 clusters Score -1437355 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1438143.875000 Penalty: 4796.152344
	Iteration 5F: 3 clusters Score -1438144 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1438934.875000 Penalty: 4796.152344
	Iteration 6F: 3 clusters Score -1438935 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1439600.500000 Penalty: 4796.152344
	Iteration 7F: 3 clusters Score -1439600 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1440069.250000 Penalty: 4796.152344
	Iteration 8F: 3 clusters Score -1440069 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1440412.875000 Penalty: 4796.152344
	Iteration 9Q: 3 clusters Score -1440413 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1440644.375000 Penalty: 4796.152344
	Iteration 10Q: 3 clusters Score -1440644 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1440793.125000 Penalty: 4796.152344
	Iteration 11Q: 3 clusters Score -1440793 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1440907.000000 Penalty: 4796.152344
	Iteration 12Q: 3 clusters Score -1440907 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1440995.625000 Penalty: 4796.152344
	Iteration 13Q: 3 clusters Score -1440996 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1441054.875000 Penalty: 4796.152344
	Iteration 14Q: 3 clusters Score -1441055 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1441113.750000 Penalty: 4796.152344
	Iteration 15Q: 3 clusters Score -1441114 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1441200.250000 Penalty: 4796.152344
	Iteration 16Q: 3 clusters Score -1441200 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1441298.750000 Penalty: 4796.152344
	Iteration 17Q: 3 clusters Score -1441299 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1441475.000000 Penalty: 4796.152344
	Iteration 18Q: 3 clusters Score -1441475 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1441723.625000 Penalty: 4796.152344
	Iteration 19Q: 3 clusters Score -1441724 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1442029.625000 Penalty: 4796.152344
	Iteration 20F: 3 clusters Score -1442030 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1442288.375000 Penalty: 4796.152344
	Iteration 21Q: 3 clusters Score -1442288 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1442463.125000 Penalty: 4796.152344
	Iteration 22Q: 3 clusters Score -1442463 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1442565.875000 Penalty: 4796.152344
	Iteration 23Q: 3 clusters Score -1442566 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1442615.250000 Penalty: 4796.152344
	Iteration 24Q: 3 clusters Score -1442615 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1442643.250000 Penalty: 4796.152344
	Iteration 25Q: 3 clusters Score -1442643 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1442668.875000 Penalty: 4796.152344
	Iteration 26Q: 3 clusters Score -1442669 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1442672.750000 Penalty: 4796.152344
	Iteration 27Q: 3 clusters Score -1442673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1442687.125000 Penalty: 4796.152344
	Iteration 28Q: 3 clusters Score -1442687 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1442694.625000 Penalty: 4796.152344
	Iteration 29Q: 3 clusters Score -1442695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1442697.875000 Penalty: 4796.152344
	Iteration 30Q: 3 clusters Score -1442698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1442701.125000 Penalty: 4796.152344
	Iteration 31Q: 3 clusters Score -1442701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1442706.375000 Penalty: 4796.152344
	Iteration 32Q: 3 clusters Score -1442706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1442705.500000 Penalty: 4796.152344
	Iteration 33Q: 3 clusters Score -1442706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1442708.750000 Penalty: 4796.152344
	Iteration 34Q: 3 clusters Score -1442709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1442707.750000 Penalty: 4796.152344
	Iteration 35Q: 3 clusters Score -1442708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1442712.500000 Penalty: 4796.152344
	Iteration 36Q: 3 clusters Score -1442712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1442713.000000 Penalty: 4796.152344
	Iteration 37Q: 3 clusters Score -1442713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1442713.625000 Penalty: 4796.152344
	Iteration 38Q: 3 clusters Score -1442714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1442714.750000 Penalty: 4796.152344
	Iteration 39Q: 3 clusters Score -1442715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1442715.125000 Penalty: 4796.152344
	Iteration 40F: 3 clusters Score -1442715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Entering Unmasked Estep 
Score: -492909.500000 Penalty: 2128.997070
	Iteration 0F: 2 clusters Score -492909.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -488201.687500 Penalty: 4257.994141
	Iteration 0F: 3 clusters Score -488201.7 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -489271.375000 Penalty: 4257.994141
	Iteration 1F: 3 clusters Score -489271.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -489471.812500 Penalty: 4257.994141
	Iteration 2F: 3 clusters Score -489471.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -489598.218750 Penalty: 4257.994141
	Iteration 3Q: 3 clusters Score -489598.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -489677.937500 Penalty: 4257.994141
	Iteration 4Q: 3 clusters Score -489677.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -489742.593750 Penalty: 4257.994141
	Iteration 5Q: 3 clusters Score -489742.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -489805.750000 Penalty: 4257.994141
	Iteration 6Q: 3 clusters Score -489805.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -489854.562500 Penalty: 4257.994141
	Iteration 7Q: 3 clusters Score -489854.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -489902.500000 Penalty: 4257.994141
	Iteration 8Q: 3 clusters Score -489902.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -489954.781250 Penalty: 4257.994141
	Iteration 9Q: 3 clusters Score -489954.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -490022.312500 Penalty: 4257.994141
	Iteration 10Q: 3 clusters Score -490022.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -490091.250000 Penalty: 4257.994141
	Iteration 11Q: 3 clusters Score -490091.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -490178.375000 Penalty: 4257.994141
	Iteration 12Q: 3 clusters Score -490178.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -490277.000000 Penalty: 4257.994141
	Iteration 13Q: 3 clusters Score -490277 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -490390.656250 Penalty: 4257.994141
	Iteration 14Q: 3 clusters Score -490390.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -490491.531250 Penalty: 4257.994141
	Iteration 15Q: 3 clusters Score -490491.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -490599.531250 Penalty: 4257.994141
	Iteration 16Q: 3 clusters Score -490599.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -490716.468750 Penalty: 4257.994141
	Iteration 17Q: 3 clusters Score -490716.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -490811.125000 Penalty: 4257.994141
	Iteration 18Q: 3 clusters Score -490811.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -490885.968750 Penalty: 4257.994141
	Iteration 19Q: 3 clusters Score -490886 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -490952.156250 Penalty: 4257.994141
	Iteration 20F: 3 clusters Score -490952.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -490994.656250 Penalty: 4257.994141
	Iteration 21Q: 3 clusters Score -490994.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -491021.781250 Penalty: 4257.994141
	Iteration 22Q: 3 clusters Score -491021.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -491043.375000 Penalty: 4257.994141
	Iteration 23Q: 3 clusters Score -491043.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -491059.812500 Penalty: 4257.994141
	Iteration 24Q: 3 clusters Score -491059.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -491075.875000 Penalty: 4257.994141
	Iteration 25Q: 3 clusters Score -491075.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -491087.281250 Penalty: 4257.994141
	Iteration 26Q: 3 clusters Score -491087.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -491099.812500 Penalty: 4257.994141
	Iteration 27Q: 3 clusters Score -491099.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -491108.093750 Penalty: 4257.994141
	Iteration 28Q: 3 clusters Score -491108.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -491114.781250 Penalty: 4257.994141
	Iteration 29Q: 3 clusters Score -491114.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -491120.375000 Penalty: 4257.994141
	Iteration 30Q: 3 clusters Score -491120.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -491125.531250 Penalty: 4257.994141
	Iteration 31Q: 3 clusters Score -491125.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -491130.593750 Penalty: 4257.994141
	Iteration 32Q: 3 clusters Score -491130.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -491134.000000 Penalty: 4257.994141
	Iteration 33Q: 3 clusters Score -491134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -491138.468750 Penalty: 4257.994141
	Iteration 34Q: 3 clusters Score -491138.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -491143.156250 Penalty: 4257.994141
	Iteration 35Q: 3 clusters Score -491143.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -491145.000000 Penalty: 4257.994141
	Iteration 36Q: 3 clusters Score -491145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -491147.125000 Penalty: 4257.994141
	Iteration 37Q: 3 clusters Score -491147.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -491148.500000 Penalty: 4257.994141
	Iteration 38Q: 3 clusters Score -491148.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -491148.687500 Penalty: 4257.994141
	Iteration 39Q: 3 clusters Score -491148.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -491152.187500 Penalty: 4257.994141
	Iteration 40F: 3 clusters Score -491152.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -491156.812500 Penalty: 4257.994141
	Iteration 41Q: 3 clusters Score -491156.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -491159.593750 Penalty: 4257.994141
	Iteration 42Q: 3 clusters Score -491159.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -491161.531250 Penalty: 4257.994141
	Iteration 43Q: 3 clusters Score -491161.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -491162.312500 Penalty: 4257.994141
	Iteration 44Q: 3 clusters Score -491162.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -491165.125000 Penalty: 4257.994141
	Iteration 45Q: 3 clusters Score -491165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -491165.687500 Penalty: 4257.994141
	Iteration 46Q: 3 clusters Score -491165.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -491165.687500 Penalty: 4257.994141
	Iteration 47F: 3 clusters Score -491165.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Entering Unmasked Estep 
Score: -1119881.875000 Penalty: 2327.596436
	Iteration 0F: 2 clusters Score -1119882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1110990.500000 Penalty: 4655.192871
	Iteration 0F: 3 clusters Score -1110990 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1113894.500000 Penalty: 4655.192871
	Iteration 1F: 3 clusters Score -1113894 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1114754.125000 Penalty: 4655.192871
	Iteration 2F: 3 clusters Score -1114754 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1115832.875000 Penalty: 4655.192871
	Iteration 3F: 3 clusters Score -1115833 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1116868.125000 Penalty: 4655.192871
	Iteration 4F: 3 clusters Score -1116868 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1117613.125000 Penalty: 4655.192871
	Iteration 5F: 3 clusters Score -1117613 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1118077.000000 Penalty: 4655.192871
	Iteration 6F: 3 clusters Score -1118077 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1118340.875000 Penalty: 4655.192871
	Iteration 7Q: 3 clusters Score -1118341 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1118503.375000 Penalty: 4655.192871
	Iteration 8Q: 3 clusters Score -1118503 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1118627.625000 Penalty: 4655.192871
	Iteration 9Q: 3 clusters Score -1118628 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1118736.250000 Penalty: 4655.192871
	Iteration 10Q: 3 clusters Score -1118736 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1118813.500000 Penalty: 4655.192871
	Iteration 11Q: 3 clusters Score -1118814 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1118903.125000 Penalty: 4655.192871
	Iteration 12Q: 3 clusters Score -1118903 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1118991.750000 Penalty: 4655.192871
	Iteration 13Q: 3 clusters Score -1118992 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1119088.875000 Penalty: 4655.192871
	Iteration 14Q: 3 clusters Score -1119089 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1119217.125000 Penalty: 4655.192871
	Iteration 15Q: 3 clusters Score -1119217 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1119387.000000 Penalty: 4655.192871
	Iteration 16Q: 3 clusters Score -1119387 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1119584.125000 Penalty: 4655.192871
	Iteration 17Q: 3 clusters Score -1119584 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1119724.125000 Penalty: 4655.192871
	Iteration 18Q: 3 clusters Score -1119724 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1119788.125000 Penalty: 4655.192871
	Iteration 19Q: 3 clusters Score -1119788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1119827.125000 Penalty: 4655.192871
	Iteration 20F: 3 clusters Score -1119827 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1119841.125000 Penalty: 4655.192871
	Iteration 21Q: 3 clusters Score -1119841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1119846.375000 Penalty: 4655.192871
	Iteration 22Q: 3 clusters Score -1119846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1119850.250000 Penalty: 4655.192871
	Iteration 23Q: 3 clusters Score -1119850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1119849.500000 Penalty: 4655.192871
	Iteration 24Q: 3 clusters Score -1119850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1119853.000000 Penalty: 4655.192871
	Iteration 25Q: 3 clusters Score -1119853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1119858.750000 Penalty: 4655.192871
	Iteration 26Q: 3 clusters Score -1119859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1119859.750000 Penalty: 4655.192871
	Iteration 27Q: 3 clusters Score -1119860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1119860.875000 Penalty: 4655.192871
	Iteration 28Q: 3 clusters Score -1119861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1119860.875000 Penalty: 4655.192871
	Iteration 29Q: 3 clusters Score -1119861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1119862.250000 Penalty: 4655.192871
	Iteration 30Q: 3 clusters Score -1119862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1119862.125000 Penalty: 4655.192871
	Iteration 31Q: 3 clusters Score -1119862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1119862.750000 Penalty: 4655.192871
	Iteration 32Q: 3 clusters Score -1119863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1119862.750000 Penalty: 4655.192871
	Iteration 33F: 3 clusters Score -1119863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Entering Unmasked Estep 
Score: -656646.187500 Penalty: 2198.246826
	Iteration 0F: 2 clusters Score -656646.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -650816.187500 Penalty: 4396.493652
	Iteration 0F: 3 clusters Score -650816.2 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -652397.312500 Penalty: 4396.493652
	Iteration 1F: 3 clusters Score -652397.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -652773.500000 Penalty: 4396.493652
	Iteration 2F: 3 clusters Score -652773.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -653013.125000 Penalty: 4396.493652
	Iteration 3F: 3 clusters Score -653013.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -653210.750000 Penalty: 4396.493652
	Iteration 4Q: 3 clusters Score -653210.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -653381.000000 Penalty: 4396.493652
	Iteration 5Q: 3 clusters Score -653381 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -653542.062500 Penalty: 4396.493652
	Iteration 6Q: 3 clusters Score -653542.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -653673.625000 Penalty: 4396.493652
	Iteration 7Q: 3 clusters Score -653673.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -653809.562500 Penalty: 4396.493652
	Iteration 8Q: 3 clusters Score -653809.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -653970.062500 Penalty: 4396.493652
	Iteration 9Q: 3 clusters Score -653970.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -654133.750000 Penalty: 4396.493652
	Iteration 10Q: 3 clusters Score -654133.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -654315.562500 Penalty: 4396.493652
	Iteration 11Q: 3 clusters Score -654315.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -654476.750000 Penalty: 4396.493652
	Iteration 12Q: 3 clusters Score -654476.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -654629.312500 Penalty: 4396.493652
	Iteration 13Q: 3 clusters Score -654629.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -654779.250000 Penalty: 4396.493652
	Iteration 14Q: 3 clusters Score -654779.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -654909.437500 Penalty: 4396.493652
	Iteration 15Q: 3 clusters Score -654909.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -655022.500000 Penalty: 4396.493652
	Iteration 16Q: 3 clusters Score -655022.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -655118.187500 Penalty: 4396.493652
	Iteration 17Q: 3 clusters Score -655118.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -655201.062500 Penalty: 4396.493652
	Iteration 18Q: 3 clusters Score -655201.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -655275.312500 Penalty: 4396.493652
	Iteration 19Q: 3 clusters Score -655275.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -655350.500000 Penalty: 4396.493652
	Iteration 20F: 3 clusters Score -655350.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -655420.125000 Penalty: 4396.493652
	Iteration 21Q: 3 clusters Score -655420.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -655466.500000 Penalty: 4396.493652
	Iteration 22Q: 3 clusters Score -655466.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -655499.500000 Penalty: 4396.493652
	Iteration 23Q: 3 clusters Score -655499.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -655521.812500 Penalty: 4396.493652
	Iteration 24Q: 3 clusters Score -655521.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -655536.312500 Penalty: 4396.493652
	Iteration 25Q: 3 clusters Score -655536.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -655542.750000 Penalty: 4396.493652
	Iteration 26Q: 3 clusters Score -655542.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -655549.625000 Penalty: 4396.493652
	Iteration 27Q: 3 clusters Score -655549.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -655550.750000 Penalty: 4396.493652
	Iteration 28Q: 3 clusters Score -655550.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -655554.250000 Penalty: 4396.493652
	Iteration 29Q: 3 clusters Score -655554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -655556.812500 Penalty: 4396.493652
	Iteration 30Q: 3 clusters Score -655556.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -655557.000000 Penalty: 4396.493652
	Iteration 31Q: 3 clusters Score -655557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -655559.062500 Penalty: 4396.493652
	Iteration 32Q: 3 clusters Score -655559.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -655559.312500 Penalty: 4396.493652
	Iteration 33Q: 3 clusters Score -655559.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -655564.562500 Penalty: 4396.493652
	Iteration 34Q: 3 clusters Score -655564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -655568.687500 Penalty: 4396.493652
	Iteration 35Q: 3 clusters Score -655568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -655569.312500 Penalty: 4396.493652
	Iteration 36Q: 3 clusters Score -655569.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -655569.750000 Penalty: 4396.493652
	Iteration 37Q: 3 clusters Score -655569.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -655569.750000 Penalty: 4396.493652
	Iteration 38F: 3 clusters Score -655569.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Entering Unmasked Estep 
Score: -1168787.125000 Penalty: 2338.907959
	Iteration 0F: 2 clusters Score -1168787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1159486.750000 Penalty: 4677.815918
	Iteration 0F: 3 clusters Score -1159487 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1162420.875000 Penalty: 4677.815918
	Iteration 1F: 3 clusters Score -1162421 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1162760.875000 Penalty: 4677.815918
	Iteration 2F: 3 clusters Score -1162761 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1163000.250000 Penalty: 4677.815918
	Iteration 3Q: 3 clusters Score -1163000 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1163211.875000 Penalty: 4677.815918
	Iteration 4Q: 3 clusters Score -1163212 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1163431.000000 Penalty: 4677.815918
	Iteration 5Q: 3 clusters Score -1163431 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1163689.000000 Penalty: 4677.815918
	Iteration 6Q: 3 clusters Score -1163689 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1163940.375000 Penalty: 4677.815918
	Iteration 7Q: 3 clusters Score -1163940 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1164219.250000 Penalty: 4677.815918
	Iteration 8Q: 3 clusters Score -1164219 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1164519.625000 Penalty: 4677.815918
	Iteration 9Q: 3 clusters Score -1164520 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1164851.000000 Penalty: 4677.815918
	Iteration 10Q: 3 clusters Score -1164851 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1165204.500000 Penalty: 4677.815918
	Iteration 11Q: 3 clusters Score -1165204 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1165544.625000 Penalty: 4677.815918
	Iteration 12Q: 3 clusters Score -1165545 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1165821.375000 Penalty: 4677.815918
	Iteration 13Q: 3 clusters Score -1165821 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1166022.625000 Penalty: 4677.815918
	Iteration 14Q: 3 clusters Score -1166023 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1166174.125000 Penalty: 4677.815918
	Iteration 15Q: 3 clusters Score -1166174 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1166304.875000 Penalty: 4677.815918
	Iteration 16Q: 3 clusters Score -1166305 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1166408.125000 Penalty: 4677.815918
	Iteration 17Q: 3 clusters Score -1166408 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1166500.625000 Penalty: 4677.815918
	Iteration 18Q: 3 clusters Score -1166501 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1166574.000000 Penalty: 4677.815918
	Iteration 19Q: 3 clusters Score -1166574 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1166629.375000 Penalty: 4677.815918
	Iteration 20F: 3 clusters Score -1166629 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1166675.500000 Penalty: 4677.815918
	Iteration 21Q: 3 clusters Score -1166676 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1166720.875000 Penalty: 4677.815918
	Iteration 22Q: 3 clusters Score -1166721 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1166760.125000 Penalty: 4677.815918
	Iteration 23Q: 3 clusters Score -1166760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1166784.125000 Penalty: 4677.815918
	Iteration 24Q: 3 clusters Score -1166784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1166799.750000 Penalty: 4677.815918
	Iteration 25Q: 3 clusters Score -1166800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1166815.375000 Penalty: 4677.815918
	Iteration 26Q: 3 clusters Score -1166815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1166838.375000 Penalty: 4677.815918
	Iteration 27Q: 3 clusters Score -1166838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1166861.000000 Penalty: 4677.815918
	Iteration 28Q: 3 clusters Score -1166861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1166881.125000 Penalty: 4677.815918
	Iteration 29Q: 3 clusters Score -1166881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1166893.875000 Penalty: 4677.815918
	Iteration 30Q: 3 clusters Score -1166894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1166906.250000 Penalty: 4677.815918
	Iteration 31Q: 3 clusters Score -1166906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1166915.250000 Penalty: 4677.815918
	Iteration 32Q: 3 clusters Score -1166915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1166926.375000 Penalty: 4677.815918
	Iteration 33Q: 3 clusters Score -1166926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1166925.625000 Penalty: 4677.815918
	Iteration 34Q: 3 clusters Score -1166926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1166931.000000 Penalty: 4677.815918
	Iteration 35Q: 3 clusters Score -1166931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1166931.750000 Penalty: 4677.815918
	Iteration 36Q: 3 clusters Score -1166932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1166932.125000 Penalty: 4677.815918
	Iteration 37Q: 3 clusters Score -1166932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1166932.375000 Penalty: 4677.815918
	Iteration 38Q: 3 clusters Score -1166932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1166933.625000 Penalty: 4677.815918
	Iteration 39Q: 3 clusters Score -1166934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1166934.250000 Penalty: 4677.815918
	Iteration 40F: 3 clusters Score -1166934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1166936.000000 Penalty: 4677.815918
	Iteration 41Q: 3 clusters Score -1166936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1166937.125000 Penalty: 4677.815918
	Iteration 42Q: 3 clusters Score -1166937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1166937.125000 Penalty: 4677.815918
	Iteration 43F: 3 clusters Score -1166937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Entering Unmasked Estep 
Score: -610245.250000 Penalty: 2193.288086
	Iteration 0F: 2 clusters Score -610245.2 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 3557 members 
Entering Unmasked Estep 
Score: -604503.812500 Penalty: 4386.576172
	Iteration 0F: 3 clusters Score -604503.8 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -606431.437500 Penalty: 4386.576172
	Iteration 1F: 3 clusters Score -606431.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -607434.187500 Penalty: 4386.576172
	Iteration 2F: 3 clusters Score -607434.2 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -608457.437500 Penalty: 4386.576172
	Iteration 3F: 3 clusters Score -608457.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -609184.187500 Penalty: 4386.576172
	Iteration 4F: 3 clusters Score -609184.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -609690.125000 Penalty: 4386.576172
	Iteration 5F: 3 clusters Score -609690.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -609982.250000 Penalty: 4386.576172
	Iteration 6Q: 3 clusters Score -609982.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -610117.875000 Penalty: 4386.576172
	Iteration 7Q: 3 clusters Score -610117.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -610171.562500 Penalty: 4386.576172
	Iteration 8Q: 3 clusters Score -610171.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -610196.812500 Penalty: 4386.576172
	Iteration 9Q: 3 clusters Score -610196.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -610215.187500 Penalty: 4386.576172
	Iteration 10Q: 3 clusters Score -610215.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -610230.000000 Penalty: 4386.576172
	Iteration 11Q: 3 clusters Score -610230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -610236.312500 Penalty: 4386.576172
	Iteration 12Q: 3 clusters Score -610236.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -610242.312500 Penalty: 4386.576172
	Iteration 13Q: 3 clusters Score -610242.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -610249.562500 Penalty: 4386.576172
	Iteration 14Q: 3 clusters Score -610249.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -610252.937500 Penalty: 4386.576172
	Iteration 15Q: 3 clusters Score -610252.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -610253.562500 Penalty: 4386.576172
	Iteration 16Q: 3 clusters Score -610253.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -610258.687500 Penalty: 4386.576172
	Iteration 17Q: 3 clusters Score -610258.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -610262.812500 Penalty: 4386.576172
	Iteration 18Q: 3 clusters Score -610262.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -610264.125000 Penalty: 4386.576172
	Iteration 19Q: 3 clusters Score -610264.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -610266.312500 Penalty: 4386.576172
	Iteration 20F: 3 clusters Score -610266.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -610265.562500 Penalty: 4386.576172
	Iteration 21Q: 3 clusters Score -610265.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -610268.375000 Penalty: 4386.576172
	Iteration 22Q: 3 clusters Score -610268.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -610270.000000 Penalty: 4386.576172
	Iteration 23Q: 3 clusters Score -610270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -610269.812500 Penalty: 4386.576172
	Iteration 24Q: 3 clusters Score -610269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -610269.687500 Penalty: 4386.576172
	Iteration 25Q: 3 clusters Score -610269.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -610269.875000 Penalty: 4386.576172
	Iteration 26Q: 3 clusters Score -610269.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -610269.875000 Penalty: 4386.576172
	Iteration 27F: 3 clusters Score -610269.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101275 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 223397 members 
Mstep: Class 9 contains 97160 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12242 members 
Mstep: Class 14 contains 305629 members 
Mstep: Class 15 contains 216923 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 62902 members 
Mstep: Class 21 contains 127825 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12470 members 
Mstep: Class 32 contains 3456 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 7011 members 
Mstep: Class 35 contains 8461 members 
Mstep: Class 36 contains 7692 members 
Mstep: Class 37 contains 3476 members 
Entering Unmasked Estep 
Score: -157717232.000000 Penalty: 131487.906250
Splitting cluster 32 changes total score from -157718288.000000 to -157717232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (9124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Entering Unmasked Estep 
Score: -852720.125000 Penalty: 2261.428711
	Iteration 0F: 2 clusters Score -852720.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -845590.937500 Penalty: 4522.857422
	Iteration 0F: 3 clusters Score -845590.9 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -847617.125000 Penalty: 4522.857422
	Iteration 1F: 3 clusters Score -847617.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -847938.312500 Penalty: 4522.857422
	Iteration 2F: 3 clusters Score -847938.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -848219.125000 Penalty: 4522.857422
	Iteration 3F: 3 clusters Score -848219.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -848490.187500 Penalty: 4522.857422
	Iteration 4F: 3 clusters Score -848490.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -848756.250000 Penalty: 4522.857422
	Iteration 5Q: 3 clusters Score -848756.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -849040.125000 Penalty: 4522.857422
	Iteration 6Q: 3 clusters Score -849040.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -849312.562500 Penalty: 4522.857422
	Iteration 7Q: 3 clusters Score -849312.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -849606.562500 Penalty: 4522.857422
	Iteration 8Q: 3 clusters Score -849606.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -849881.875000 Penalty: 4522.857422
	Iteration 9Q: 3 clusters Score -849881.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -850111.812500 Penalty: 4522.857422
	Iteration 10Q: 3 clusters Score -850111.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -850287.062500 Penalty: 4522.857422
	Iteration 11Q: 3 clusters Score -850287.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -850430.312500 Penalty: 4522.857422
	Iteration 12Q: 3 clusters Score -850430.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -850535.250000 Penalty: 4522.857422
	Iteration 13Q: 3 clusters Score -850535.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -850604.687500 Penalty: 4522.857422
	Iteration 14Q: 3 clusters Score -850604.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -850646.437500 Penalty: 4522.857422
	Iteration 15Q: 3 clusters Score -850646.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -850678.312500 Penalty: 4522.857422
	Iteration 16Q: 3 clusters Score -850678.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -850709.500000 Penalty: 4522.857422
	Iteration 17Q: 3 clusters Score -850709.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -850732.812500 Penalty: 4522.857422
	Iteration 18Q: 3 clusters Score -850732.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -850751.437500 Penalty: 4522.857422
	Iteration 19Q: 3 clusters Score -850751.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -850771.937500 Penalty: 4522.857422
	Iteration 20F: 3 clusters Score -850771.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -850790.000000 Penalty: 4522.857422
	Iteration 21Q: 3 clusters Score -850790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -850806.625000 Penalty: 4522.857422
	Iteration 22Q: 3 clusters Score -850806.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -850824.250000 Penalty: 4522.857422
	Iteration 23Q: 3 clusters Score -850824.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -850836.812500 Penalty: 4522.857422
	Iteration 24Q: 3 clusters Score -850836.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -850844.125000 Penalty: 4522.857422
	Iteration 25Q: 3 clusters Score -850844.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -850857.187500 Penalty: 4522.857422
	Iteration 26Q: 3 clusters Score -850857.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -850870.375000 Penalty: 4522.857422
	Iteration 27Q: 3 clusters Score -850870.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -850889.312500 Penalty: 4522.857422
	Iteration 28Q: 3 clusters Score -850889.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -850894.250000 Penalty: 4522.857422
	Iteration 29Q: 3 clusters Score -850894.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -850901.562500 Penalty: 4522.857422
	Iteration 30Q: 3 clusters Score -850901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -850906.500000 Penalty: 4522.857422
	Iteration 31Q: 3 clusters Score -850906.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -850907.875000 Penalty: 4522.857422
	Iteration 32Q: 3 clusters Score -850907.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -850913.062500 Penalty: 4522.857422
	Iteration 33Q: 3 clusters Score -850913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -850916.000000 Penalty: 4522.857422
	Iteration 34Q: 3 clusters Score -850916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -850915.562500 Penalty: 4522.857422
	Iteration 35Q: 3 clusters Score -850915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -850915.937500 Penalty: 4522.857422
	Iteration 36Q: 3 clusters Score -850915.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -850916.750000 Penalty: 4522.857422
	Iteration 37Q: 3 clusters Score -850916.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -850916.375000 Penalty: 4522.857422
	Iteration 38Q: 3 clusters Score -850916.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -850917.562500 Penalty: 4522.857422
	Iteration 39Q: 3 clusters Score -850917.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -850918.875000 Penalty: 4522.857422
	Iteration 40F: 3 clusters Score -850918.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Entering Unmasked Estep 
Score: -662477.437500 Penalty: 2196.098633
	Iteration 0F: 2 clusters Score -662477.4 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 3457 members 
Entering Unmasked Estep 
Score: -656692.687500 Penalty: 4392.197266
	Iteration 0F: 3 clusters Score -656692.7 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -658206.250000 Penalty: 4392.197266
	Iteration 1F: 3 clusters Score -658206.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -658439.562500 Penalty: 4392.197266
	Iteration 2F: 3 clusters Score -658439.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -658609.125000 Penalty: 4392.197266
	Iteration 3Q: 3 clusters Score -658609.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -658741.687500 Penalty: 4392.197266
	Iteration 4Q: 3 clusters Score -658741.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -658863.812500 Penalty: 4392.197266
	Iteration 5Q: 3 clusters Score -658863.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -658976.187500 Penalty: 4392.197266
	Iteration 6Q: 3 clusters Score -658976.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -659095.812500 Penalty: 4392.197266
	Iteration 7Q: 3 clusters Score -659095.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -659216.125000 Penalty: 4392.197266
	Iteration 8Q: 3 clusters Score -659216.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -659332.312500 Penalty: 4392.197266
	Iteration 9Q: 3 clusters Score -659332.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -659451.875000 Penalty: 4392.197266
	Iteration 10Q: 3 clusters Score -659451.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -659569.125000 Penalty: 4392.197266
	Iteration 11Q: 3 clusters Score -659569.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -659688.062500 Penalty: 4392.197266
	Iteration 12Q: 3 clusters Score -659688.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -659804.500000 Penalty: 4392.197266
	Iteration 13Q: 3 clusters Score -659804.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -659927.125000 Penalty: 4392.197266
	Iteration 14Q: 3 clusters Score -659927.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -660045.500000 Penalty: 4392.197266
	Iteration 15Q: 3 clusters Score -660045.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -660151.312500 Penalty: 4392.197266
	Iteration 16Q: 3 clusters Score -660151.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -660232.187500 Penalty: 4392.197266
	Iteration 17Q: 3 clusters Score -660232.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -660297.375000 Penalty: 4392.197266
	Iteration 18Q: 3 clusters Score -660297.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -660343.250000 Penalty: 4392.197266
	Iteration 19Q: 3 clusters Score -660343.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -660388.812500 Penalty: 4392.197266
	Iteration 20F: 3 clusters Score -660388.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -660429.812500 Penalty: 4392.197266
	Iteration 21Q: 3 clusters Score -660429.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -660454.000000 Penalty: 4392.197266
	Iteration 22Q: 3 clusters Score -660454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -660475.625000 Penalty: 4392.197266
	Iteration 23Q: 3 clusters Score -660475.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -660492.500000 Penalty: 4392.197266
	Iteration 24Q: 3 clusters Score -660492.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -660513.062500 Penalty: 4392.197266
	Iteration 25Q: 3 clusters Score -660513.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -660522.437500 Penalty: 4392.197266
	Iteration 26Q: 3 clusters Score -660522.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -660530.437500 Penalty: 4392.197266
	Iteration 27Q: 3 clusters Score -660530.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -660539.000000 Penalty: 4392.197266
	Iteration 28Q: 3 clusters Score -660539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -660542.562500 Penalty: 4392.197266
	Iteration 29Q: 3 clusters Score -660542.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -660547.250000 Penalty: 4392.197266
	Iteration 30Q: 3 clusters Score -660547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -660548.562500 Penalty: 4392.197266
	Iteration 31Q: 3 clusters Score -660548.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -660551.937500 Penalty: 4392.197266
	Iteration 32Q: 3 clusters Score -660551.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -660554.187500 Penalty: 4392.197266
	Iteration 33Q: 3 clusters Score -660554.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -660557.812500 Penalty: 4392.197266
	Iteration 34Q: 3 clusters Score -660557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -660558.875000 Penalty: 4392.197266
	Iteration 35Q: 3 clusters Score -660558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -660564.687500 Penalty: 4392.197266
	Iteration 36Q: 3 clusters Score -660564.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -660565.375000 Penalty: 4392.197266
	Iteration 37Q: 3 clusters Score -660565.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -660568.500000 Penalty: 4392.197266
	Iteration 38Q: 3 clusters Score -660568.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -660571.375000 Penalty: 4392.197266
	Iteration 39Q: 3 clusters Score -660571.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -660571.750000 Penalty: 4392.197266
	Iteration 40F: 3 clusters Score -660571.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Entering Unmasked Estep 
Score: -799322.687500 Penalty: 2242.719238
	Iteration 0F: 2 clusters Score -799322.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -792606.875000 Penalty: 4485.438477
	Iteration 0F: 3 clusters Score -792606.9 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -794471.312500 Penalty: 4485.438477
	Iteration 1F: 3 clusters Score -794471.3 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -794830.625000 Penalty: 4485.438477
	Iteration 2F: 3 clusters Score -794830.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -795065.062500 Penalty: 4485.438477
	Iteration 3F: 3 clusters Score -795065.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -795217.125000 Penalty: 4485.438477
	Iteration 4Q: 3 clusters Score -795217.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -795346.875000 Penalty: 4485.438477
	Iteration 5Q: 3 clusters Score -795346.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -795456.812500 Penalty: 4485.438477
	Iteration 6Q: 3 clusters Score -795456.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -795543.000000 Penalty: 4485.438477
	Iteration 7Q: 3 clusters Score -795543 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -795608.000000 Penalty: 4485.438477
	Iteration 8Q: 3 clusters Score -795608 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -795670.125000 Penalty: 4485.438477
	Iteration 9Q: 3 clusters Score -795670.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -795740.062500 Penalty: 4485.438477
	Iteration 10Q: 3 clusters Score -795740.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -795804.937500 Penalty: 4485.438477
	Iteration 11Q: 3 clusters Score -795804.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -795868.625000 Penalty: 4485.438477
	Iteration 12Q: 3 clusters Score -795868.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -795934.125000 Penalty: 4485.438477
	Iteration 13Q: 3 clusters Score -795934.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -796011.312500 Penalty: 4485.438477
	Iteration 14Q: 3 clusters Score -796011.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -796093.625000 Penalty: 4485.438477
	Iteration 15Q: 3 clusters Score -796093.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -796191.312500 Penalty: 4485.438477
	Iteration 16Q: 3 clusters Score -796191.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -796299.625000 Penalty: 4485.438477
	Iteration 17Q: 3 clusters Score -796299.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -796434.125000 Penalty: 4485.438477
	Iteration 18Q: 3 clusters Score -796434.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -796569.812500 Penalty: 4485.438477
	Iteration 19Q: 3 clusters Score -796569.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -796677.437500 Penalty: 4485.438477
	Iteration 20F: 3 clusters Score -796677.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -796756.125000 Penalty: 4485.438477
	Iteration 21Q: 3 clusters Score -796756.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -796815.375000 Penalty: 4485.438477
	Iteration 22Q: 3 clusters Score -796815.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -796869.750000 Penalty: 4485.438477
	Iteration 23Q: 3 clusters Score -796869.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -796921.875000 Penalty: 4485.438477
	Iteration 24Q: 3 clusters Score -796921.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -796962.437500 Penalty: 4485.438477
	Iteration 25Q: 3 clusters Score -796962.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -796995.375000 Penalty: 4485.438477
	Iteration 26Q: 3 clusters Score -796995.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -797022.625000 Penalty: 4485.438477
	Iteration 27Q: 3 clusters Score -797022.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -797044.125000 Penalty: 4485.438477
	Iteration 28Q: 3 clusters Score -797044.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -797059.125000 Penalty: 4485.438477
	Iteration 29Q: 3 clusters Score -797059.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -797074.250000 Penalty: 4485.438477
	Iteration 30Q: 3 clusters Score -797074.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -797084.625000 Penalty: 4485.438477
	Iteration 31Q: 3 clusters Score -797084.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -797095.375000 Penalty: 4485.438477
	Iteration 32Q: 3 clusters Score -797095.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -797105.062500 Penalty: 4485.438477
	Iteration 33Q: 3 clusters Score -797105.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -797116.937500 Penalty: 4485.438477
	Iteration 34Q: 3 clusters Score -797116.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -797128.187500 Penalty: 4485.438477
	Iteration 35Q: 3 clusters Score -797128.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -797138.250000 Penalty: 4485.438477
	Iteration 36Q: 3 clusters Score -797138.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -797147.375000 Penalty: 4485.438477
	Iteration 37Q: 3 clusters Score -797147.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -797157.250000 Penalty: 4485.438477
	Iteration 38Q: 3 clusters Score -797157.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -797163.687500 Penalty: 4485.438477
	Iteration 39Q: 3 clusters Score -797163.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -797169.000000 Penalty: 4485.438477
	Iteration 40F: 3 clusters Score -797169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -797175.500000 Penalty: 4485.438477
	Iteration 41Q: 3 clusters Score -797175.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -797175.562500 Penalty: 4485.438477
	Iteration 42Q: 3 clusters Score -797175.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -797176.312500 Penalty: 4485.438477
	Iteration 43Q: 3 clusters Score -797176.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -797178.812500 Penalty: 4485.438477
	Iteration 44Q: 3 clusters Score -797178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -797178.312500 Penalty: 4485.438477
	Iteration 45Q: 3 clusters Score -797178.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -797178.500000 Penalty: 4485.438477
	Iteration 46Q: 3 clusters Score -797178.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -797178.500000 Penalty: 4485.438477
	Iteration 47F: 3 clusters Score -797178.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Entering Unmasked Estep 
Score: -713005.812500 Penalty: 2219.088135
	Iteration 0F: 2 clusters Score -713005.8 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 3834 members 
Entering Unmasked Estep 
Score: -706702.187500 Penalty: 4438.176270
	Iteration 0F: 3 clusters Score -706702.2 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -708423.562500 Penalty: 4438.176270
	Iteration 1F: 3 clusters Score -708423.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -708719.750000 Penalty: 4438.176270
	Iteration 2F: 3 clusters Score -708719.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -708948.562500 Penalty: 4438.176270
	Iteration 3F: 3 clusters Score -708948.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -709139.750000 Penalty: 4438.176270
	Iteration 4Q: 3 clusters Score -709139.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -709323.875000 Penalty: 4438.176270
	Iteration 5Q: 3 clusters Score -709323.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -709497.187500 Penalty: 4438.176270
	Iteration 6Q: 3 clusters Score -709497.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -709682.812500 Penalty: 4438.176270
	Iteration 7Q: 3 clusters Score -709682.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -709873.500000 Penalty: 4438.176270
	Iteration 8Q: 3 clusters Score -709873.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -710060.437500 Penalty: 4438.176270
	Iteration 9Q: 3 clusters Score -710060.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -710261.812500 Penalty: 4438.176270
	Iteration 10Q: 3 clusters Score -710261.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -710447.937500 Penalty: 4438.176270
	Iteration 11Q: 3 clusters Score -710447.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -710620.125000 Penalty: 4438.176270
	Iteration 12Q: 3 clusters Score -710620.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -710764.187500 Penalty: 4438.176270
	Iteration 13Q: 3 clusters Score -710764.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -710864.875000 Penalty: 4438.176270
	Iteration 14Q: 3 clusters Score -710864.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -710949.375000 Penalty: 4438.176270
	Iteration 15Q: 3 clusters Score -710949.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -711022.437500 Penalty: 4438.176270
	Iteration 16Q: 3 clusters Score -711022.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -711069.687500 Penalty: 4438.176270
	Iteration 17Q: 3 clusters Score -711069.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -711109.250000 Penalty: 4438.176270
	Iteration 18Q: 3 clusters Score -711109.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -711139.312500 Penalty: 4438.176270
	Iteration 19Q: 3 clusters Score -711139.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -711164.562500 Penalty: 4438.176270
	Iteration 20F: 3 clusters Score -711164.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -711191.562500 Penalty: 4438.176270
	Iteration 21Q: 3 clusters Score -711191.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -711214.625000 Penalty: 4438.176270
	Iteration 22Q: 3 clusters Score -711214.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -711229.187500 Penalty: 4438.176270
	Iteration 23Q: 3 clusters Score -711229.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -711236.562500 Penalty: 4438.176270
	Iteration 24Q: 3 clusters Score -711236.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -711244.875000 Penalty: 4438.176270
	Iteration 25Q: 3 clusters Score -711244.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -711247.312500 Penalty: 4438.176270
	Iteration 26Q: 3 clusters Score -711247.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -711247.312500 Penalty: 4438.176270
	Iteration 27F: 3 clusters Score -711247.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101275 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 223397 members 
Mstep: Class 9 contains 97160 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12242 members 
Mstep: Class 14 contains 305629 members 
Mstep: Class 15 contains 216923 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 62902 members 
Mstep: Class 21 contains 127825 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12470 members 
Mstep: Class 32 contains 6932 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 7011 members 
Mstep: Class 35 contains 8461 members 
Mstep: Class 36 contains 7692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718288.000000 Penalty: 127934.179688
Iteration 439Q: 37 clusters Score -1.577183e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101275 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 223398 members 
Mstep: Class 9 contains 97160 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12242 members 
Mstep: Class 14 contains 305629 members 
Mstep: Class 15 contains 216923 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 62902 members 
Mstep: Class 21 contains 127825 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12470 members 
Mstep: Class 32 contains 6932 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 7011 members 
Mstep: Class 35 contains 8461 members 
Mstep: Class 36 contains 7692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718288.000000 Penalty: 127934.179688
Iteration 440F: 37 clusters Score -1.577183e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101275 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 223399 members 
Mstep: Class 9 contains 97160 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12242 members 
Mstep: Class 14 contains 305629 members 
Mstep: Class 15 contains 216923 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 62902 members 
Mstep: Class 21 contains 127825 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12470 members 
Mstep: Class 32 contains 6932 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 7011 members 
Mstep: Class 35 contains 8461 members 
Mstep: Class 36 contains 7692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718272.000000 Penalty: 127934.179688
Iteration 441Q: 37 clusters Score -1.577183e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101275 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 223399 members 
Mstep: Class 9 contains 97160 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12242 members 
Mstep: Class 14 contains 305629 members 
Mstep: Class 15 contains 216923 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 62902 members 
Mstep: Class 21 contains 127825 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12470 members 
Mstep: Class 32 contains 6932 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 7011 members 
Mstep: Class 35 contains 8461 members 
Mstep: Class 36 contains 7692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157718272.000000 Penalty: 127934.179688
Iteration 442F: 37 clusters Score -1.577183e+08 nChanged 0
Entering ConstructFrom: 
Score: -157718272.000000 Penalty: 127934.179688
Entering ConstructFrom: 
Trying to split cluster 1 (23946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Entering Unmasked Estep 
Score: -2146032.250000 Penalty: 2500.721924
	Iteration 0F: 2 clusters Score -2146032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2129518.750000 Penalty: 5001.443848
	Iteration 0F: 3 clusters Score -2129519 nChanged 10527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2135127.500000 Penalty: 5001.443848
	Iteration 1F: 3 clusters Score -2135128 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2135581.000000 Penalty: 5001.443848
	Iteration 2F: 3 clusters Score -2135581 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2136019.750000 Penalty: 5001.443848
	Iteration 3Q: 3 clusters Score -2136020 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2136499.250000 Penalty: 5001.443848
	Iteration 4Q: 3 clusters Score -2136499 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2137016.000000 Penalty: 5001.443848
	Iteration 5Q: 3 clusters Score -2137016 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2137626.250000 Penalty: 5001.443848
	Iteration 6Q: 3 clusters Score -2137626 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2138356.250000 Penalty: 5001.443848
	Iteration 7Q: 3 clusters Score -2138356 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2139214.750000 Penalty: 5001.443848
	Iteration 8F: 3 clusters Score -2139215 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2140125.000000 Penalty: 5001.443848
	Iteration 9F: 3 clusters Score -2140125 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2140945.000000 Penalty: 5001.443848
	Iteration 10Q: 3 clusters Score -2140945 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -2141741.250000 Penalty: 5001.443848
	Iteration 11Q: 3 clusters Score -2141741 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2142481.000000 Penalty: 5001.443848
	Iteration 12Q: 3 clusters Score -2142481 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2143072.250000 Penalty: 5001.443848
	Iteration 13Q: 3 clusters Score -2143072 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2143524.250000 Penalty: 5001.443848
	Iteration 14Q: 3 clusters Score -2143524 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2143816.000000 Penalty: 5001.443848
	Iteration 15Q: 3 clusters Score -2143816 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -2144031.250000 Penalty: 5001.443848
	Iteration 16Q: 3 clusters Score -2144031 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -2144141.750000 Penalty: 5001.443848
	Iteration 17Q: 3 clusters Score -2144142 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2144216.000000 Penalty: 5001.443848
	Iteration 18Q: 3 clusters Score -2144216 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -2144257.500000 Penalty: 5001.443848
	Iteration 19Q: 3 clusters Score -2144258 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2144295.750000 Penalty: 5001.443848
	Iteration 20F: 3 clusters Score -2144296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -2144335.500000 Penalty: 5001.443848
	Iteration 21Q: 3 clusters Score -2144336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -2144361.250000 Penalty: 5001.443848
	Iteration 22Q: 3 clusters Score -2144361 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -2144378.500000 Penalty: 5001.443848
	Iteration 23Q: 3 clusters Score -2144378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2144389.000000 Penalty: 5001.443848
	Iteration 24Q: 3 clusters Score -2144389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -2144403.750000 Penalty: 5001.443848
	Iteration 25Q: 3 clusters Score -2144404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2144415.500000 Penalty: 5001.443848
	Iteration 26Q: 3 clusters Score -2144416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -2144429.250000 Penalty: 5001.443848
	Iteration 27Q: 3 clusters Score -2144429 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2144451.500000 Penalty: 5001.443848
	Iteration 28Q: 3 clusters Score -2144452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -2144473.000000 Penalty: 5001.443848
	Iteration 29Q: 3 clusters Score -2144473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -2144479.250000 Penalty: 5001.443848
	Iteration 30Q: 3 clusters Score -2144479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -2144495.750000 Penalty: 5001.443848
	Iteration 31Q: 3 clusters Score -2144496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -2144514.500000 Penalty: 5001.443848
	Iteration 32Q: 3 clusters Score -2144514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -2144537.500000 Penalty: 5001.443848
	Iteration 33Q: 3 clusters Score -2144538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2144554.250000 Penalty: 5001.443848
	Iteration 34Q: 3 clusters Score -2144554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -2144561.250000 Penalty: 5001.443848
	Iteration 35Q: 3 clusters Score -2144561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2144570.250000 Penalty: 5001.443848
	Iteration 36Q: 3 clusters Score -2144570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -2144585.500000 Penalty: 5001.443848
	Iteration 37Q: 3 clusters Score -2144586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2144597.250000 Penalty: 5001.443848
	Iteration 38Q: 3 clusters Score -2144597 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2144605.750000 Penalty: 5001.443848
	Iteration 39Q: 3 clusters Score -2144606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -2144614.000000 Penalty: 5001.443848
	Iteration 40F: 3 clusters Score -2144614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2144624.500000 Penalty: 5001.443848
	Iteration 41Q: 3 clusters Score -2144624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2144641.250000 Penalty: 5001.443848
	Iteration 42Q: 3 clusters Score -2144641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -2144649.750000 Penalty: 5001.443848
	Iteration 43Q: 3 clusters Score -2144650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -2144664.750000 Penalty: 5001.443848
	Iteration 44Q: 3 clusters Score -2144665 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2144678.250000 Penalty: 5001.443848
	Iteration 45Q: 3 clusters Score -2144678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2144692.750000 Penalty: 5001.443848
	Iteration 46Q: 3 clusters Score -2144693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -2144698.500000 Penalty: 5001.443848
	Iteration 47Q: 3 clusters Score -2144698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2144708.000000 Penalty: 5001.443848
	Iteration 48Q: 3 clusters Score -2144708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2144714.750000 Penalty: 5001.443848
	Iteration 49Q: 3 clusters Score -2144715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -2144720.750000 Penalty: 5001.443848
	Iteration 50Q: 3 clusters Score -2144721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -2144727.750000 Penalty: 5001.443848
	Iteration 51Q: 3 clusters Score -2144728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -2144731.750000 Penalty: 5001.443848
	Iteration 52Q: 3 clusters Score -2144732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2144737.500000 Penalty: 5001.443848
	Iteration 53Q: 3 clusters Score -2144738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -2144737.250000 Penalty: 5001.443848
	Iteration 54Q: 3 clusters Score -2144737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2144740.000000 Penalty: 5001.443848
	Iteration 55Q: 3 clusters Score -2144740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2144740.000000 Penalty: 5001.443848
	Iteration 56Q: 3 clusters Score -2144740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2144742.250000 Penalty: 5001.443848
	Iteration 57Q: 3 clusters Score -2144742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2144744.250000 Penalty: 5001.443848
	Iteration 58Q: 3 clusters Score -2144744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2144743.000000 Penalty: 5001.443848
	Iteration 59Q: 3 clusters Score -2144743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2144743.000000 Penalty: 5001.443848
	Iteration 60F: 3 clusters Score -2144743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Entering Unmasked Estep 
Score: -1100953.000000 Penalty: 2323.122559
	Iteration 0F: 2 clusters Score -1100953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1092234.500000 Penalty: 4646.245117
	Iteration 0F: 3 clusters Score -1092234 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1095375.875000 Penalty: 4646.245117
	Iteration 1F: 3 clusters Score -1095376 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1096348.250000 Penalty: 4646.245117
	Iteration 2F: 3 clusters Score -1096348 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1097311.875000 Penalty: 4646.245117
	Iteration 3F: 3 clusters Score -1097312 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1098206.500000 Penalty: 4646.245117
	Iteration 4F: 3 clusters Score -1098206 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1098926.750000 Penalty: 4646.245117
	Iteration 5F: 3 clusters Score -1098927 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1099388.875000 Penalty: 4646.245117
	Iteration 6F: 3 clusters Score -1099389 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1099704.750000 Penalty: 4646.245117
	Iteration 7Q: 3 clusters Score -1099705 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1099912.000000 Penalty: 4646.245117
	Iteration 8Q: 3 clusters Score -1099912 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1100061.500000 Penalty: 4646.245117
	Iteration 9Q: 3 clusters Score -1100062 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1100157.750000 Penalty: 4646.245117
	Iteration 10Q: 3 clusters Score -1100158 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1100225.625000 Penalty: 4646.245117
	Iteration 11Q: 3 clusters Score -1100226 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1100283.125000 Penalty: 4646.245117
	Iteration 12Q: 3 clusters Score -1100283 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1100323.375000 Penalty: 4646.245117
	Iteration 13Q: 3 clusters Score -1100323 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1100354.625000 Penalty: 4646.245117
	Iteration 14Q: 3 clusters Score -1100355 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1100386.250000 Penalty: 4646.245117
	Iteration 15Q: 3 clusters Score -1100386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1100416.750000 Penalty: 4646.245117
	Iteration 16Q: 3 clusters Score -1100417 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1100434.750000 Penalty: 4646.245117
	Iteration 17Q: 3 clusters Score -1100435 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1100446.250000 Penalty: 4646.245117
	Iteration 18Q: 3 clusters Score -1100446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1100455.500000 Penalty: 4646.245117
	Iteration 19Q: 3 clusters Score -1100456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1100473.000000 Penalty: 4646.245117
	Iteration 20F: 3 clusters Score -1100473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1100486.000000 Penalty: 4646.245117
	Iteration 21Q: 3 clusters Score -1100486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1100496.875000 Penalty: 4646.245117
	Iteration 22Q: 3 clusters Score -1100497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1100504.250000 Penalty: 4646.245117
	Iteration 23Q: 3 clusters Score -1100504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1100511.375000 Penalty: 4646.245117
	Iteration 24Q: 3 clusters Score -1100511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1100522.250000 Penalty: 4646.245117
	Iteration 25Q: 3 clusters Score -1100522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1100528.625000 Penalty: 4646.245117
	Iteration 26Q: 3 clusters Score -1100529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1100531.625000 Penalty: 4646.245117
	Iteration 27Q: 3 clusters Score -1100532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1100533.125000 Penalty: 4646.245117
	Iteration 28Q: 3 clusters Score -1100533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1100538.250000 Penalty: 4646.245117
	Iteration 29Q: 3 clusters Score -1100538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1100540.875000 Penalty: 4646.245117
	Iteration 30Q: 3 clusters Score -1100541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1100540.250000 Penalty: 4646.245117
	Iteration 31Q: 3 clusters Score -1100540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1100542.125000 Penalty: 4646.245117
	Iteration 32Q: 3 clusters Score -1100542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1100543.500000 Penalty: 4646.245117
	Iteration 33Q: 3 clusters Score -1100544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1100546.250000 Penalty: 4646.245117
	Iteration 34Q: 3 clusters Score -1100546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1100545.375000 Penalty: 4646.245117
	Iteration 35Q: 3 clusters Score -1100545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1100547.375000 Penalty: 4646.245117
	Iteration 36Q: 3 clusters Score -1100547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1100549.250000 Penalty: 4646.245117
	Iteration 37Q: 3 clusters Score -1100549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1100549.500000 Penalty: 4646.245117
	Iteration 38Q: 3 clusters Score -1100550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1100551.250000 Penalty: 4646.245117
	Iteration 39Q: 3 clusters Score -1100551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1100550.750000 Penalty: 4646.245117
	Iteration 40F: 3 clusters Score -1100551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1100552.000000 Penalty: 4646.245117
	Iteration 41Q: 3 clusters Score -1100552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1100554.000000 Penalty: 4646.245117
	Iteration 42Q: 3 clusters Score -1100554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1100553.000000 Penalty: 4646.245117
	Iteration 43Q: 3 clusters Score -1100553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1100555.875000 Penalty: 4646.245117
	Iteration 44Q: 3 clusters Score -1100556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1100555.875000 Penalty: 4646.245117
	Iteration 45F: 3 clusters Score -1100556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Entering Unmasked Estep 
Score: -2173308.500000 Penalty: 2484.833740
	Iteration 0F: 2 clusters Score -2173308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2157607.250000 Penalty: 4969.667480
	Iteration 0F: 3 clusters Score -2157607 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2162918.000000 Penalty: 4969.667480
	Iteration 1F: 3 clusters Score -2162918 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2163322.000000 Penalty: 4969.667480
	Iteration 2F: 3 clusters Score -2163322 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2163690.000000 Penalty: 4969.667480
	Iteration 3Q: 3 clusters Score -2163690 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2164020.250000 Penalty: 4969.667480
	Iteration 4Q: 3 clusters Score -2164020 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2164345.250000 Penalty: 4969.667480
	Iteration 5Q: 3 clusters Score -2164345 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2164708.500000 Penalty: 4969.667480
	Iteration 6Q: 3 clusters Score -2164708 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2165111.500000 Penalty: 4969.667480
	Iteration 7Q: 3 clusters Score -2165112 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2165543.000000 Penalty: 4969.667480
	Iteration 8Q: 3 clusters Score -2165543 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2166007.000000 Penalty: 4969.667480
	Iteration 9Q: 3 clusters Score -2166007 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2166522.750000 Penalty: 4969.667480
	Iteration 10Q: 3 clusters Score -2166523 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2167065.750000 Penalty: 4969.667480
	Iteration 11Q: 3 clusters Score -2167066 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2167571.750000 Penalty: 4969.667480
	Iteration 12Q: 3 clusters Score -2167572 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2168087.750000 Penalty: 4969.667480
	Iteration 13Q: 3 clusters Score -2168088 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2168565.000000 Penalty: 4969.667480
	Iteration 14Q: 3 clusters Score -2168565 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2168944.000000 Penalty: 4969.667480
	Iteration 15Q: 3 clusters Score -2168944 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2169211.750000 Penalty: 4969.667480
	Iteration 16Q: 3 clusters Score -2169212 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2169428.750000 Penalty: 4969.667480
	Iteration 17Q: 3 clusters Score -2169429 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2169583.000000 Penalty: 4969.667480
	Iteration 18Q: 3 clusters Score -2169583 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2169736.000000 Penalty: 4969.667480
	Iteration 19Q: 3 clusters Score -2169736 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2169871.500000 Penalty: 4969.667480
	Iteration 20F: 3 clusters Score -2169872 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2170007.000000 Penalty: 4969.667480
	Iteration 21Q: 3 clusters Score -2170007 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2170096.500000 Penalty: 4969.667480
	Iteration 22Q: 3 clusters Score -2170096 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2170174.750000 Penalty: 4969.667480
	Iteration 23Q: 3 clusters Score -2170175 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2170234.000000 Penalty: 4969.667480
	Iteration 24Q: 3 clusters Score -2170234 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2170291.500000 Penalty: 4969.667480
	Iteration 25Q: 3 clusters Score -2170292 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2170323.250000 Penalty: 4969.667480
	Iteration 26Q: 3 clusters Score -2170323 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2170350.750000 Penalty: 4969.667480
	Iteration 27Q: 3 clusters Score -2170351 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2170371.750000 Penalty: 4969.667480
	Iteration 28Q: 3 clusters Score -2170372 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2170382.750000 Penalty: 4969.667480
	Iteration 29Q: 3 clusters Score -2170383 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2170403.000000 Penalty: 4969.667480
	Iteration 30Q: 3 clusters Score -2170403 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2170413.000000 Penalty: 4969.667480
	Iteration 31Q: 3 clusters Score -2170413 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2170434.000000 Penalty: 4969.667480
	Iteration 32Q: 3 clusters Score -2170434 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2170448.500000 Penalty: 4969.667480
	Iteration 33Q: 3 clusters Score -2170448 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2170454.000000 Penalty: 4969.667480
	Iteration 34Q: 3 clusters Score -2170454 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2170458.750000 Penalty: 4969.667480
	Iteration 35Q: 3 clusters Score -2170459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2170470.750000 Penalty: 4969.667480
	Iteration 36Q: 3 clusters Score -2170471 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2170473.750000 Penalty: 4969.667480
	Iteration 37Q: 3 clusters Score -2170474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2170478.500000 Penalty: 4969.667480
	Iteration 38Q: 3 clusters Score -2170478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2170481.750000 Penalty: 4969.667480
	Iteration 39Q: 3 clusters Score -2170482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2170486.750000 Penalty: 4969.667480
	Iteration 40F: 3 clusters Score -2170487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2170485.000000 Penalty: 4969.667480
	Iteration 41Q: 3 clusters Score -2170485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2170490.000000 Penalty: 4969.667480
	Iteration 42Q: 3 clusters Score -2170490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2170488.250000 Penalty: 4969.667480
	Iteration 43Q: 3 clusters Score -2170488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2170497.000000 Penalty: 4969.667480
	Iteration 44Q: 3 clusters Score -2170497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2170497.500000 Penalty: 4969.667480
	Iteration 45Q: 3 clusters Score -2170498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2170500.750000 Penalty: 4969.667480
	Iteration 46Q: 3 clusters Score -2170501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2170501.250000 Penalty: 4969.667480
	Iteration 47Q: 3 clusters Score -2170501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2170503.250000 Penalty: 4969.667480
	Iteration 48Q: 3 clusters Score -2170503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2170505.500000 Penalty: 4969.667480
	Iteration 49Q: 3 clusters Score -2170506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2170506.250000 Penalty: 4969.667480
	Iteration 50Q: 3 clusters Score -2170506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2170509.250000 Penalty: 4969.667480
	Iteration 51Q: 3 clusters Score -2170509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2170512.000000 Penalty: 4969.667480
	Iteration 52Q: 3 clusters Score -2170512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2170515.000000 Penalty: 4969.667480
	Iteration 53Q: 3 clusters Score -2170515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2170511.500000 Penalty: 4969.667480
	Iteration 54Q: 3 clusters Score -2170512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2170510.500000 Penalty: 4969.667480
	Iteration 55Q: 3 clusters Score -2170510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2170518.000000 Penalty: 4969.667480
	Iteration 56Q: 3 clusters Score -2170518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2170512.750000 Penalty: 4969.667480
	Iteration 57Q: 3 clusters Score -2170513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2170517.250000 Penalty: 4969.667480
	Iteration 58Q: 3 clusters Score -2170517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2170510.500000 Penalty: 4969.667480
	Iteration 59Q: 3 clusters Score -2170510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2170512.250000 Penalty: 4969.667480
	Iteration 60F: 3 clusters Score -2170512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2170512.250000 Penalty: 4969.667480
	Iteration 61Q: 3 clusters Score -2170512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2170517.250000 Penalty: 4969.667480
	Iteration 62Q: 3 clusters Score -2170517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2170521.500000 Penalty: 4969.667480
	Iteration 63Q: 3 clusters Score -2170522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2170517.250000 Penalty: 4969.667480
	Iteration 64Q: 3 clusters Score -2170517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2170520.000000 Penalty: 4969.667480
	Iteration 65Q: 3 clusters Score -2170520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2170521.000000 Penalty: 4969.667480
	Iteration 66Q: 3 clusters Score -2170521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2170519.750000 Penalty: 4969.667480
	Iteration 67Q: 3 clusters Score -2170520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2170519.750000 Penalty: 4969.667480
	Iteration 68Q: 3 clusters Score -2170520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2170518.750000 Penalty: 4969.667480
	Iteration 69Q: 3 clusters Score -2170519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2170520.000000 Penalty: 4969.667480
	Iteration 70Q: 3 clusters Score -2170520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2170520.250000 Penalty: 4969.667480
	Iteration 71Q: 3 clusters Score -2170520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2170523.250000 Penalty: 4969.667480
	Iteration 72Q: 3 clusters Score -2170523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2170522.750000 Penalty: 4969.667480
	Iteration 73Q: 3 clusters Score -2170523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2170523.500000 Penalty: 4969.667480
	Iteration 74Q: 3 clusters Score -2170524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2170522.000000 Penalty: 4969.667480
	Iteration 75Q: 3 clusters Score -2170522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2170518.500000 Penalty: 4969.667480
	Iteration 76Q: 3 clusters Score -2170518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2170517.250000 Penalty: 4969.667480
	Iteration 77Q: 3 clusters Score -2170517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2170517.250000 Penalty: 4969.667480
	Iteration 78Q: 3 clusters Score -2170517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2170522.000000 Penalty: 4969.667480
	Iteration 79Q: 3 clusters Score -2170522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2170523.500000 Penalty: 4969.667480
	Iteration 80F: 3 clusters Score -2170524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2170519.750000 Penalty: 4969.667480
	Iteration 81Q: 3 clusters Score -2170520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2170524.500000 Penalty: 4969.667480
	Iteration 82Q: 3 clusters Score -2170524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2170530.000000 Penalty: 4969.667480
	Iteration 83Q: 3 clusters Score -2170530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2170528.750000 Penalty: 4969.667480
	Iteration 84Q: 3 clusters Score -2170529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2170530.750000 Penalty: 4969.667480
	Iteration 85Q: 3 clusters Score -2170531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2170530.500000 Penalty: 4969.667480
	Iteration 86Q: 3 clusters Score -2170530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2170534.750000 Penalty: 4969.667480
	Iteration 87Q: 3 clusters Score -2170535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2170535.500000 Penalty: 4969.667480
	Iteration 88Q: 3 clusters Score -2170536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2170535.500000 Penalty: 4969.667480
	Iteration 89F: 3 clusters Score -2170536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Entering Unmasked Estep 
Score: -746981.375000 Penalty: 2258.860352
	Iteration 0F: 2 clusters Score -746981.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -739971.687500 Penalty: 4517.720703
	Iteration 0F: 3 clusters Score -739971.7 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -742270.312500 Penalty: 4517.720703
	Iteration 1F: 3 clusters Score -742270.3 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -742826.250000 Penalty: 4517.720703
	Iteration 2F: 3 clusters Score -742826.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -743293.375000 Penalty: 4517.720703
	Iteration 3F: 3 clusters Score -743293.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -743715.375000 Penalty: 4517.720703
	Iteration 4F: 3 clusters Score -743715.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -744167.062500 Penalty: 4517.720703
	Iteration 5F: 3 clusters Score -744167.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -744632.750000 Penalty: 4517.720703
	Iteration 6F: 3 clusters Score -744632.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -745020.937500 Penalty: 4517.720703
	Iteration 7F: 3 clusters Score -745020.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -745321.812500 Penalty: 4517.720703
	Iteration 8Q: 3 clusters Score -745321.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -745507.500000 Penalty: 4517.720703
	Iteration 9Q: 3 clusters Score -745507.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -745630.437500 Penalty: 4517.720703
	Iteration 10Q: 3 clusters Score -745630.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -745732.875000 Penalty: 4517.720703
	Iteration 11Q: 3 clusters Score -745732.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -745824.625000 Penalty: 4517.720703
	Iteration 12Q: 3 clusters Score -745824.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -745894.187500 Penalty: 4517.720703
	Iteration 13Q: 3 clusters Score -745894.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -745944.562500 Penalty: 4517.720703
	Iteration 14Q: 3 clusters Score -745944.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -745984.125000 Penalty: 4517.720703
	Iteration 15Q: 3 clusters Score -745984.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -746015.875000 Penalty: 4517.720703
	Iteration 16Q: 3 clusters Score -746015.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -746037.562500 Penalty: 4517.720703
	Iteration 17Q: 3 clusters Score -746037.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -746060.375000 Penalty: 4517.720703
	Iteration 18Q: 3 clusters Score -746060.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -746079.187500 Penalty: 4517.720703
	Iteration 19Q: 3 clusters Score -746079.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -746088.000000 Penalty: 4517.720703
	Iteration 20F: 3 clusters Score -746088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -746097.062500 Penalty: 4517.720703
	Iteration 21Q: 3 clusters Score -746097.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -746103.750000 Penalty: 4517.720703
	Iteration 22Q: 3 clusters Score -746103.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -746107.250000 Penalty: 4517.720703
	Iteration 23Q: 3 clusters Score -746107.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -746116.125000 Penalty: 4517.720703
	Iteration 24Q: 3 clusters Score -746116.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -746122.000000 Penalty: 4517.720703
	Iteration 25Q: 3 clusters Score -746122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -746127.812500 Penalty: 4517.720703
	Iteration 26Q: 3 clusters Score -746127.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -746130.125000 Penalty: 4517.720703
	Iteration 27Q: 3 clusters Score -746130.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -746133.187500 Penalty: 4517.720703
	Iteration 28Q: 3 clusters Score -746133.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -746138.437500 Penalty: 4517.720703
	Iteration 29Q: 3 clusters Score -746138.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -746140.250000 Penalty: 4517.720703
	Iteration 30Q: 3 clusters Score -746140.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -746144.812500 Penalty: 4517.720703
	Iteration 31Q: 3 clusters Score -746144.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -746151.812500 Penalty: 4517.720703
	Iteration 32Q: 3 clusters Score -746151.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -746156.875000 Penalty: 4517.720703
	Iteration 33Q: 3 clusters Score -746156.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -746161.000000 Penalty: 4517.720703
	Iteration 34Q: 3 clusters Score -746161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -746166.312500 Penalty: 4517.720703
	Iteration 35Q: 3 clusters Score -746166.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -746168.375000 Penalty: 4517.720703
	Iteration 36Q: 3 clusters Score -746168.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -746172.937500 Penalty: 4517.720703
	Iteration 37Q: 3 clusters Score -746172.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -746176.000000 Penalty: 4517.720703
	Iteration 38Q: 3 clusters Score -746176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -746176.000000 Penalty: 4517.720703
	Iteration 39Q: 3 clusters Score -746176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -746178.375000 Penalty: 4517.720703
	Iteration 40F: 3 clusters Score -746178.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -746180.125000 Penalty: 4517.720703
	Iteration 41Q: 3 clusters Score -746180.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -746181.375000 Penalty: 4517.720703
	Iteration 42Q: 3 clusters Score -746181.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -746183.000000 Penalty: 4517.720703
	Iteration 43Q: 3 clusters Score -746183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -746183.062500 Penalty: 4517.720703
	Iteration 44Q: 3 clusters Score -746183.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -746190.187500 Penalty: 4517.720703
	Iteration 45Q: 3 clusters Score -746190.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -746196.937500 Penalty: 4517.720703
	Iteration 46Q: 3 clusters Score -746196.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -746198.437500 Penalty: 4517.720703
	Iteration 47Q: 3 clusters Score -746198.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -746203.937500 Penalty: 4517.720703
	Iteration 48Q: 3 clusters Score -746203.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -746205.937500 Penalty: 4517.720703
	Iteration 49Q: 3 clusters Score -746205.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -746210.875000 Penalty: 4517.720703
	Iteration 50Q: 3 clusters Score -746210.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -746214.687500 Penalty: 4517.720703
	Iteration 51Q: 3 clusters Score -746214.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -746235.125000 Penalty: 4517.720703
	Iteration 52Q: 3 clusters Score -746235.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -746250.750000 Penalty: 4517.720703
	Iteration 53Q: 3 clusters Score -746250.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -746260.875000 Penalty: 4517.720703
	Iteration 54Q: 3 clusters Score -746260.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -746269.187500 Penalty: 4517.720703
	Iteration 55Q: 3 clusters Score -746269.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -746278.187500 Penalty: 4517.720703
	Iteration 56Q: 3 clusters Score -746278.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -746288.500000 Penalty: 4517.720703
	Iteration 57Q: 3 clusters Score -746288.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -746294.375000 Penalty: 4517.720703
	Iteration 58Q: 3 clusters Score -746294.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -746298.937500 Penalty: 4517.720703
	Iteration 59Q: 3 clusters Score -746298.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -746302.000000 Penalty: 4517.720703
	Iteration 60F: 3 clusters Score -746302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -746309.312500 Penalty: 4517.720703
	Iteration 61Q: 3 clusters Score -746309.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -746313.875000 Penalty: 4517.720703
	Iteration 62Q: 3 clusters Score -746313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -746315.437500 Penalty: 4517.720703
	Iteration 63Q: 3 clusters Score -746315.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -746314.750000 Penalty: 4517.720703
	Iteration 64Q: 3 clusters Score -746314.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -746316.250000 Penalty: 4517.720703
	Iteration 65Q: 3 clusters Score -746316.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -746316.250000 Penalty: 4517.720703
	Iteration 66F: 3 clusters Score -746316.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Entering Unmasked Estep 
Score: -1485894.500000 Penalty: 2388.265625
	Iteration 0F: 2 clusters Score -1485894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1474758.625000 Penalty: 4776.531250
	Iteration 0F: 3 clusters Score -1474759 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1478363.125000 Penalty: 4776.531250
	Iteration 1F: 3 clusters Score -1478363 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1478773.375000 Penalty: 4776.531250
	Iteration 2F: 3 clusters Score -1478773 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1479104.875000 Penalty: 4776.531250
	Iteration 3F: 3 clusters Score -1479105 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1479465.000000 Penalty: 4776.531250
	Iteration 4Q: 3 clusters Score -1479465 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1479891.625000 Penalty: 4776.531250
	Iteration 5Q: 3 clusters Score -1479892 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1480438.500000 Penalty: 4776.531250
	Iteration 6F: 3 clusters Score -1480438 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1481088.625000 Penalty: 4776.531250
	Iteration 7F: 3 clusters Score -1481089 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1481808.375000 Penalty: 4776.531250
	Iteration 8F: 3 clusters Score -1481808 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1482499.875000 Penalty: 4776.531250
	Iteration 9F: 3 clusters Score -1482500 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1482984.125000 Penalty: 4776.531250
	Iteration 10Q: 3 clusters Score -1482984 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1483288.250000 Penalty: 4776.531250
	Iteration 11Q: 3 clusters Score -1483288 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1483483.750000 Penalty: 4776.531250
	Iteration 12Q: 3 clusters Score -1483484 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1483603.625000 Penalty: 4776.531250
	Iteration 13Q: 3 clusters Score -1483604 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1483666.875000 Penalty: 4776.531250
	Iteration 14Q: 3 clusters Score -1483667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1483703.750000 Penalty: 4776.531250
	Iteration 15Q: 3 clusters Score -1483704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1483730.875000 Penalty: 4776.531250
	Iteration 16Q: 3 clusters Score -1483731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1483749.000000 Penalty: 4776.531250
	Iteration 17Q: 3 clusters Score -1483749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1483772.500000 Penalty: 4776.531250
	Iteration 18Q: 3 clusters Score -1483772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1483785.500000 Penalty: 4776.531250
	Iteration 19Q: 3 clusters Score -1483786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1483789.875000 Penalty: 4776.531250
	Iteration 20F: 3 clusters Score -1483790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1483795.125000 Penalty: 4776.531250
	Iteration 21Q: 3 clusters Score -1483795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1483803.625000 Penalty: 4776.531250
	Iteration 22Q: 3 clusters Score -1483804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1483809.625000 Penalty: 4776.531250
	Iteration 23Q: 3 clusters Score -1483810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1483810.875000 Penalty: 4776.531250
	Iteration 24Q: 3 clusters Score -1483811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1483813.500000 Penalty: 4776.531250
	Iteration 25Q: 3 clusters Score -1483814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1483812.875000 Penalty: 4776.531250
	Iteration 26Q: 3 clusters Score -1483813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1483814.500000 Penalty: 4776.531250
	Iteration 27Q: 3 clusters Score -1483814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1483816.125000 Penalty: 4776.531250
	Iteration 28Q: 3 clusters Score -1483816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1483818.625000 Penalty: 4776.531250
	Iteration 29Q: 3 clusters Score -1483819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1483822.750000 Penalty: 4776.531250
	Iteration 30Q: 3 clusters Score -1483823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1483826.000000 Penalty: 4776.531250
	Iteration 31Q: 3 clusters Score -1483826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1483829.375000 Penalty: 4776.531250
	Iteration 32Q: 3 clusters Score -1483829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1483830.500000 Penalty: 4776.531250
	Iteration 33Q: 3 clusters Score -1483830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1483830.500000 Penalty: 4776.531250
	Iteration 34F: 3 clusters Score -1483830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101275 members 
Entering Unmasked Estep 
Score: -9990998.000000 Penalty: 2858.347412
	Iteration 0F: 2 clusters Score -9990998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -9923326.000000 Penalty: 5716.694824
	Iteration 0F: 3 clusters Score -9923326 nChanged 47801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -9950772.000000 Penalty: 5716.694824
	Iteration 1F: 3 clusters Score -9950772 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -9951598.000000 Penalty: 5716.694824
	Iteration 2Q: 3 clusters Score -9951598 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -9952545.000000 Penalty: 5716.694824
	Iteration 3Q: 3 clusters Score -9952545 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -9953844.000000 Penalty: 5716.694824
	Iteration 4Q: 3 clusters Score -9953844 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 60143 members 
Entering Unmasked Estep 
Score: -9955904.000000 Penalty: 5716.694824
	Iteration 5Q: 3 clusters Score -9955904 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -9959193.000000 Penalty: 5716.694824
	Iteration 6F: 3 clusters Score -9959193 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 71557 members 
Entering Unmasked Estep 
Score: -9963992.000000 Penalty: 5716.694824
	Iteration 7F: 3 clusters Score -9963992 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 78862 members 
Entering Unmasked Estep 
Score: -9969982.000000 Penalty: 5716.694824
	Iteration 8F: 3 clusters Score -9969982 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 85864 members 
Entering Unmasked Estep 
Score: -9975966.000000 Penalty: 5716.694824
	Iteration 9F: 3 clusters Score -9975966 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 91476 members 
Entering Unmasked Estep 
Score: -9980675.000000 Penalty: 5716.694824
	Iteration 10F: 3 clusters Score -9980675 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 95346 members 
Entering Unmasked Estep 
Score: -9984025.000000 Penalty: 5716.694824
	Iteration 11Q: 3 clusters Score -9984025 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 97773 members 
Entering Unmasked Estep 
Score: -9986089.000000 Penalty: 5716.694824
	Iteration 12Q: 3 clusters Score -9986089 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 99120 members 
Entering Unmasked Estep 
Score: -9987304.000000 Penalty: 5716.694824
	Iteration 13Q: 3 clusters Score -9987304 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 99798 members 
Entering Unmasked Estep 
Score: -9987825.000000 Penalty: 5716.694824
	Iteration 14Q: 3 clusters Score -9987825 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -9988082.000000 Penalty: 5716.694824
	Iteration 15Q: 3 clusters Score -9988082 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 100271 members 
Entering Unmasked Estep 
Score: -9988266.000000 Penalty: 5716.694824
	Iteration 16Q: 3 clusters Score -9988266 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 100360 members 
Entering Unmasked Estep 
Score: -9988349.000000 Penalty: 5716.694824
	Iteration 17Q: 3 clusters Score -9988349 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -9988408.000000 Penalty: 5716.694824
	Iteration 18Q: 3 clusters Score -9988408 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 100461 members 
Entering Unmasked Estep 
Score: -9988460.000000 Penalty: 5716.694824
	Iteration 19Q: 3 clusters Score -9988460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 100489 members 
Entering Unmasked Estep 
Score: -9988482.000000 Penalty: 5716.694824
	Iteration 20F: 3 clusters Score -9988482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 100515 members 
Entering Unmasked Estep 
Score: -9988509.000000 Penalty: 5716.694824
	Iteration 21Q: 3 clusters Score -9988509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 100543 members 
Entering Unmasked Estep 
Score: -9988553.000000 Penalty: 5716.694824
	Iteration 22Q: 3 clusters Score -9988553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 100560 members 
Entering Unmasked Estep 
Score: -9988574.000000 Penalty: 5716.694824
	Iteration 23Q: 3 clusters Score -9988574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 100575 members 
Entering Unmasked Estep 
Score: -9988581.000000 Penalty: 5716.694824
	Iteration 24Q: 3 clusters Score -9988581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 100587 members 
Entering Unmasked Estep 
Score: -9988591.000000 Penalty: 5716.694824
	Iteration 25Q: 3 clusters Score -9988591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 100591 members 
Entering Unmasked Estep 
Score: -9988603.000000 Penalty: 5716.694824
	Iteration 26Q: 3 clusters Score -9988603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 100594 members 
Entering Unmasked Estep 
Score: -9988615.000000 Penalty: 5716.694824
	Iteration 27Q: 3 clusters Score -9988615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 100600 members 
Entering Unmasked Estep 
Score: -9988614.000000 Penalty: 5716.694824
	Iteration 28Q: 3 clusters Score -9988614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 100601 members 
Entering Unmasked Estep 
Score: -9988623.000000 Penalty: 5716.694824
	Iteration 29Q: 3 clusters Score -9988623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 100602 members 
Entering Unmasked Estep 
Score: -9988619.000000 Penalty: 5716.694824
	Iteration 30Q: 3 clusters Score -9988619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 100604 members 
Entering Unmasked Estep 
Score: -9988624.000000 Penalty: 5716.694824
	Iteration 31Q: 3 clusters Score -9988624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 100607 members 
Entering Unmasked Estep 
Score: -9988616.000000 Penalty: 5716.694824
	Iteration 32Q: 3 clusters Score -9988616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 100608 members 
Entering Unmasked Estep 
Score: -9988621.000000 Penalty: 5716.694824
	Iteration 33Q: 3 clusters Score -9988621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 100610 members 
Entering Unmasked Estep 
Score: -9988624.000000 Penalty: 5716.694824
	Iteration 34Q: 3 clusters Score -9988624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 100614 members 
Entering Unmasked Estep 
Score: -9988632.000000 Penalty: 5716.694824
	Iteration 35Q: 3 clusters Score -9988632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 100619 members 
Entering Unmasked Estep 
Score: -9988637.000000 Penalty: 5716.694824
	Iteration 36Q: 3 clusters Score -9988637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 100624 members 
Entering Unmasked Estep 
Score: -9988635.000000 Penalty: 5716.694824
	Iteration 37Q: 3 clusters Score -9988635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 100625 members 
Entering Unmasked Estep 
Score: -9988635.000000 Penalty: 5716.694824
	Iteration 38Q: 3 clusters Score -9988635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 100625 members 
Entering Unmasked Estep 
Score: -9988635.000000 Penalty: 5716.694824
	Iteration 39F: 3 clusters Score -9988635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -735213.750000 Penalty: 2227.051514
	Iteration 0F: 2 clusters Score -735213.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -728787.812500 Penalty: 4454.103027
	Iteration 0F: 3 clusters Score -728787.8 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -730572.812500 Penalty: 4454.103027
	Iteration 1F: 3 clusters Score -730572.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -730858.937500 Penalty: 4454.103027
	Iteration 2F: 3 clusters Score -730858.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -731044.562500 Penalty: 4454.103027
	Iteration 3F: 3 clusters Score -731044.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -731175.562500 Penalty: 4454.103027
	Iteration 4Q: 3 clusters Score -731175.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -731280.875000 Penalty: 4454.103027
	Iteration 5Q: 3 clusters Score -731280.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -731373.500000 Penalty: 4454.103027
	Iteration 6Q: 3 clusters Score -731373.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -731461.562500 Penalty: 4454.103027
	Iteration 7Q: 3 clusters Score -731461.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -731540.500000 Penalty: 4454.103027
	Iteration 8Q: 3 clusters Score -731540.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -731604.375000 Penalty: 4454.103027
	Iteration 9Q: 3 clusters Score -731604.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -731657.687500 Penalty: 4454.103027
	Iteration 10Q: 3 clusters Score -731657.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -731703.750000 Penalty: 4454.103027
	Iteration 11Q: 3 clusters Score -731703.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -731745.375000 Penalty: 4454.103027
	Iteration 12Q: 3 clusters Score -731745.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -731805.125000 Penalty: 4454.103027
	Iteration 13Q: 3 clusters Score -731805.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -731859.812500 Penalty: 4454.103027
	Iteration 14Q: 3 clusters Score -731859.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -731922.937500 Penalty: 4454.103027
	Iteration 15Q: 3 clusters Score -731922.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -731991.500000 Penalty: 4454.103027
	Iteration 16Q: 3 clusters Score -731991.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -732068.812500 Penalty: 4454.103027
	Iteration 17Q: 3 clusters Score -732068.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -732136.312500 Penalty: 4454.103027
	Iteration 18Q: 3 clusters Score -732136.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -732201.125000 Penalty: 4454.103027
	Iteration 19Q: 3 clusters Score -732201.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -732264.437500 Penalty: 4454.103027
	Iteration 20F: 3 clusters Score -732264.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -732334.000000 Penalty: 4454.103027
	Iteration 21Q: 3 clusters Score -732334 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -732396.312500 Penalty: 4454.103027
	Iteration 22Q: 3 clusters Score -732396.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -732472.187500 Penalty: 4454.103027
	Iteration 23Q: 3 clusters Score -732472.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -732545.812500 Penalty: 4454.103027
	Iteration 24Q: 3 clusters Score -732545.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -732616.562500 Penalty: 4454.103027
	Iteration 25Q: 3 clusters Score -732616.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -732675.812500 Penalty: 4454.103027
	Iteration 26Q: 3 clusters Score -732675.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -732727.875000 Penalty: 4454.103027
	Iteration 27Q: 3 clusters Score -732727.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -732776.937500 Penalty: 4454.103027
	Iteration 28Q: 3 clusters Score -732776.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -732821.250000 Penalty: 4454.103027
	Iteration 29Q: 3 clusters Score -732821.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -732876.875000 Penalty: 4454.103027
	Iteration 30Q: 3 clusters Score -732876.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -732929.500000 Penalty: 4454.103027
	Iteration 31Q: 3 clusters Score -732929.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -732984.062500 Penalty: 4454.103027
	Iteration 32Q: 3 clusters Score -732984.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -733050.375000 Penalty: 4454.103027
	Iteration 33Q: 3 clusters Score -733050.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -733127.187500 Penalty: 4454.103027
	Iteration 34Q: 3 clusters Score -733127.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -733182.375000 Penalty: 4454.103027
	Iteration 35Q: 3 clusters Score -733182.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -733255.187500 Penalty: 4454.103027
	Iteration 36Q: 3 clusters Score -733255.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -733337.937500 Penalty: 4454.103027
	Iteration 37Q: 3 clusters Score -733337.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -733420.250000 Penalty: 4454.103027
	Iteration 38Q: 3 clusters Score -733420.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -733501.625000 Penalty: 4454.103027
	Iteration 39Q: 3 clusters Score -733501.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -733562.062500 Penalty: 4454.103027
	Iteration 40F: 3 clusters Score -733562.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -733596.812500 Penalty: 4454.103027
	Iteration 41Q: 3 clusters Score -733596.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -733635.437500 Penalty: 4454.103027
	Iteration 42Q: 3 clusters Score -733635.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -733669.312500 Penalty: 4454.103027
	Iteration 43Q: 3 clusters Score -733669.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -733689.812500 Penalty: 4454.103027
	Iteration 44Q: 3 clusters Score -733689.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -733710.500000 Penalty: 4454.103027
	Iteration 45Q: 3 clusters Score -733710.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -733732.687500 Penalty: 4454.103027
	Iteration 46Q: 3 clusters Score -733732.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -733751.062500 Penalty: 4454.103027
	Iteration 47Q: 3 clusters Score -733751.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -733755.562500 Penalty: 4454.103027
	Iteration 48Q: 3 clusters Score -733755.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -733764.187500 Penalty: 4454.103027
	Iteration 49Q: 3 clusters Score -733764.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -733769.187500 Penalty: 4454.103027
	Iteration 50Q: 3 clusters Score -733769.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -733773.750000 Penalty: 4454.103027
	Iteration 51Q: 3 clusters Score -733773.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -733782.625000 Penalty: 4454.103027
	Iteration 52Q: 3 clusters Score -733782.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -733783.375000 Penalty: 4454.103027
	Iteration 53Q: 3 clusters Score -733783.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -733785.187500 Penalty: 4454.103027
	Iteration 54Q: 3 clusters Score -733785.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -733788.562500 Penalty: 4454.103027
	Iteration 55Q: 3 clusters Score -733788.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -733788.125000 Penalty: 4454.103027
	Iteration 56Q: 3 clusters Score -733788.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -733788.812500 Penalty: 4454.103027
	Iteration 57Q: 3 clusters Score -733788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -733788.812500 Penalty: 4454.103027
	Iteration 58F: 3 clusters Score -733788.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (223399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223399 members 
Entering Unmasked Estep 
Score: -21971278.000000 Penalty: 3054.545166
	Iteration 0F: 2 clusters Score -2.197128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111385 members 
Mstep: Class 2 contains 112014 members 
Entering Unmasked Estep 
Score: -21823620.000000 Penalty: 6109.090332
	Iteration 0F: 3 clusters Score -2.182362e+07 nChanged 107618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110423 members 
Mstep: Class 2 contains 112976 members 
Entering Unmasked Estep 
Score: -21886510.000000 Penalty: 6109.090332
	Iteration 1F: 3 clusters Score -2.188651e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109570 members 
Mstep: Class 2 contains 113829 members 
Entering Unmasked Estep 
Score: -21888374.000000 Penalty: 6109.090332
	Iteration 2Q: 3 clusters Score -2.188837e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108342 members 
Mstep: Class 2 contains 115057 members 
Entering Unmasked Estep 
Score: -21890804.000000 Penalty: 6109.090332
	Iteration 3Q: 3 clusters Score -2.18908e+07 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106615 members 
Mstep: Class 2 contains 116784 members 
Entering Unmasked Estep 
Score: -21894232.000000 Penalty: 6109.090332
	Iteration 4Q: 3 clusters Score -2.189423e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104200 members 
Mstep: Class 2 contains 119199 members 
Entering Unmasked Estep 
Score: -21899230.000000 Penalty: 6109.090332
	Iteration 5Q: 3 clusters Score -2.189923e+07 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100794 members 
Mstep: Class 2 contains 122605 members 
Entering Unmasked Estep 
Score: -21905014.000000 Penalty: 6109.090332
	Iteration 6F: 3 clusters Score -2.190501e+07 nChanged 12157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95995 members 
Mstep: Class 2 contains 127404 members 
Entering Unmasked Estep 
Score: -21911386.000000 Penalty: 6109.090332
	Iteration 7F: 3 clusters Score -2.191139e+07 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 133568 members 
Entering Unmasked Estep 
Score: -21917916.000000 Penalty: 6109.090332
	Iteration 8F: 3 clusters Score -2.191792e+07 nChanged 11233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82306 members 
Mstep: Class 2 contains 141093 members 
Entering Unmasked Estep 
Score: -21923490.000000 Penalty: 6109.090332
	Iteration 9F: 3 clusters Score -2.192349e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 149842 members 
Entering Unmasked Estep 
Score: -21928920.000000 Penalty: 6109.090332
	Iteration 10Q: 3 clusters Score -2.192892e+07 nChanged 10580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 159850 members 
Entering Unmasked Estep 
Score: -21934408.000000 Penalty: 6109.090332
	Iteration 11Q: 3 clusters Score -2.193441e+07 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 170688 members 
Entering Unmasked Estep 
Score: -21940508.000000 Penalty: 6109.090332
	Iteration 12Q: 3 clusters Score -2.194051e+07 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 181591 members 
Entering Unmasked Estep 
Score: -21946692.000000 Penalty: 6109.090332
	Iteration 13Q: 3 clusters Score -2.194669e+07 nChanged 10512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 192101 members 
Entering Unmasked Estep 
Score: -21952582.000000 Penalty: 6109.090332
	Iteration 14Q: 3 clusters Score -2.195258e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 201153 members 
Entering Unmasked Estep 
Score: -21957682.000000 Penalty: 6109.090332
	Iteration 15Q: 3 clusters Score -2.195768e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 208184 members 
Entering Unmasked Estep 
Score: -21961438.000000 Penalty: 6109.090332
	Iteration 16Q: 3 clusters Score -2.196144e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 213211 members 
Entering Unmasked Estep 
Score: -21963946.000000 Penalty: 6109.090332
	Iteration 17Q: 3 clusters Score -2.196395e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 216567 members 
Entering Unmasked Estep 
Score: -21965560.000000 Penalty: 6109.090332
	Iteration 18Q: 3 clusters Score -2.196556e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 218755 members 
Entering Unmasked Estep 
Score: -21966646.000000 Penalty: 6109.090332
	Iteration 19Q: 3 clusters Score -2.196665e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 220075 members 
Entering Unmasked Estep 
Score: -21967288.000000 Penalty: 6109.090332
	Iteration 20F: 3 clusters Score -2.196729e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 220885 members 
Entering Unmasked Estep 
Score: -21967752.000000 Penalty: 6109.090332
	Iteration 21Q: 3 clusters Score -2.196775e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 221371 members 
Entering Unmasked Estep 
Score: -21968046.000000 Penalty: 6109.090332
	Iteration 22Q: 3 clusters Score -2.196805e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 221690 members 
Entering Unmasked Estep 
Score: -21968206.000000 Penalty: 6109.090332
	Iteration 23Q: 3 clusters Score -2.196821e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 221913 members 
Entering Unmasked Estep 
Score: -21968374.000000 Penalty: 6109.090332
	Iteration 24Q: 3 clusters Score -2.196837e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 222062 members 
Entering Unmasked Estep 
Score: -21968448.000000 Penalty: 6109.090332
	Iteration 25Q: 3 clusters Score -2.196845e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 222148 members 
Entering Unmasked Estep 
Score: -21968474.000000 Penalty: 6109.090332
	Iteration 26Q: 3 clusters Score -2.196847e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 222212 members 
Entering Unmasked Estep 
Score: -21968500.000000 Penalty: 6109.090332
	Iteration 27Q: 3 clusters Score -2.19685e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 222264 members 
Entering Unmasked Estep 
Score: -21968524.000000 Penalty: 6109.090332
	Iteration 28Q: 3 clusters Score -2.196852e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 222302 members 
Entering Unmasked Estep 
Score: -21968548.000000 Penalty: 6109.090332
	Iteration 29Q: 3 clusters Score -2.196855e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 222321 members 
Entering Unmasked Estep 
Score: -21968562.000000 Penalty: 6109.090332
	Iteration 30Q: 3 clusters Score -2.196856e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 222342 members 
Entering Unmasked Estep 
Score: -21968574.000000 Penalty: 6109.090332
	Iteration 31Q: 3 clusters Score -2.196857e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 222354 members 
Entering Unmasked Estep 
Score: -21968564.000000 Penalty: 6109.090332
	Iteration 32Q: 3 clusters Score -2.196856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 222358 members 
Entering Unmasked Estep 
Score: -21968562.000000 Penalty: 6109.090332
	Iteration 33Q: 3 clusters Score -2.196856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 222370 members 
Entering Unmasked Estep 
Score: -21968572.000000 Penalty: 6109.090332
	Iteration 34Q: 3 clusters Score -2.196857e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 222386 members 
Entering Unmasked Estep 
Score: -21968574.000000 Penalty: 6109.090332
	Iteration 35Q: 3 clusters Score -2.196857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 222395 members 
Entering Unmasked Estep 
Score: -21968610.000000 Penalty: 6109.090332
	Iteration 36Q: 3 clusters Score -2.196861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 222402 members 
Entering Unmasked Estep 
Score: -21968604.000000 Penalty: 6109.090332
	Iteration 37Q: 3 clusters Score -2.19686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 222404 members 
Entering Unmasked Estep 
Score: -21968602.000000 Penalty: 6109.090332
	Iteration 38Q: 3 clusters Score -2.19686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 222406 members 
Entering Unmasked Estep 
Score: -21968610.000000 Penalty: 6109.090332
	Iteration 39Q: 3 clusters Score -2.196861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 222406 members 
Entering Unmasked Estep 
Score: -21968602.000000 Penalty: 6109.090332
	Iteration 40F: 3 clusters Score -2.19686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 222407 members 
Entering Unmasked Estep 
Score: -21968602.000000 Penalty: 6109.090332
	Iteration 41Q: 3 clusters Score -2.19686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 222409 members 
Entering Unmasked Estep 
Score: -21968604.000000 Penalty: 6109.090332
	Iteration 42Q: 3 clusters Score -2.19686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 222412 members 
Entering Unmasked Estep 
Score: -21968614.000000 Penalty: 6109.090332
	Iteration 43Q: 3 clusters Score -2.196861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 222415 members 
Entering Unmasked Estep 
Score: -21968628.000000 Penalty: 6109.090332
	Iteration 44Q: 3 clusters Score -2.196863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 222420 members 
Entering Unmasked Estep 
Score: -21968624.000000 Penalty: 6109.090332
	Iteration 45Q: 3 clusters Score -2.196862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 222424 members 
Entering Unmasked Estep 
Score: -21968624.000000 Penalty: 6109.090332
	Iteration 46Q: 3 clusters Score -2.196862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 222428 members 
Entering Unmasked Estep 
Score: -21968636.000000 Penalty: 6109.090332
	Iteration 47Q: 3 clusters Score -2.196864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 222433 members 
Entering Unmasked Estep 
Score: -21968640.000000 Penalty: 6109.090332
	Iteration 48Q: 3 clusters Score -2.196864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 222434 members 
Entering Unmasked Estep 
Score: -21968648.000000 Penalty: 6109.090332
	Iteration 49Q: 3 clusters Score -2.196865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 222436 members 
Entering Unmasked Estep 
Score: -21968648.000000 Penalty: 6109.090332
	Iteration 50Q: 3 clusters Score -2.196865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 222439 members 
Entering Unmasked Estep 
Score: -21968658.000000 Penalty: 6109.090332
	Iteration 51Q: 3 clusters Score -2.196866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 222440 members 
Entering Unmasked Estep 
Score: -21968662.000000 Penalty: 6109.090332
	Iteration 52Q: 3 clusters Score -2.196866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 222442 members 
Entering Unmasked Estep 
Score: -21968656.000000 Penalty: 6109.090332
	Iteration 53Q: 3 clusters Score -2.196866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 222445 members 
Entering Unmasked Estep 
Score: -21968662.000000 Penalty: 6109.090332
	Iteration 54Q: 3 clusters Score -2.196866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 222447 members 
Entering Unmasked Estep 
Score: -21968662.000000 Penalty: 6109.090332
	Iteration 55Q: 3 clusters Score -2.196866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 222447 members 
Entering Unmasked Estep 
Score: -21968670.000000 Penalty: 6109.090332
	Iteration 56Q: 3 clusters Score -2.196867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 222450 members 
Entering Unmasked Estep 
Score: -21968664.000000 Penalty: 6109.090332
	Iteration 57Q: 3 clusters Score -2.196866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 222452 members 
Entering Unmasked Estep 
Score: -21968668.000000 Penalty: 6109.090332
	Iteration 58Q: 3 clusters Score -2.196867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 222457 members 
Entering Unmasked Estep 
Score: -21968678.000000 Penalty: 6109.090332
	Iteration 59Q: 3 clusters Score -2.196868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 222459 members 
Entering Unmasked Estep 
Score: -21968680.000000 Penalty: 6109.090332
	Iteration 60F: 3 clusters Score -2.196868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (97160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97160 members 
Entering Unmasked Estep 
Score: -9369972.000000 Penalty: 2848.060547
	Iteration 0F: 2 clusters Score -9369972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -9304958.000000 Penalty: 5696.121094
	Iteration 0F: 3 clusters Score -9304958 nChanged 45648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -9331079.000000 Penalty: 5696.121094
	Iteration 1F: 3 clusters Score -9331079 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -9331977.000000 Penalty: 5696.121094
	Iteration 2Q: 3 clusters Score -9331977 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -9333142.000000 Penalty: 5696.121094
	Iteration 3Q: 3 clusters Score -9333142 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -9334931.000000 Penalty: 5696.121094
	Iteration 4Q: 3 clusters Score -9334931 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -9337575.000000 Penalty: 5696.121094
	Iteration 5F: 3 clusters Score -9337575 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
Score: -9341810.000000 Penalty: 5696.121094
	Iteration 6F: 3 clusters Score -9341810 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 66831 members 
Entering Unmasked Estep 
Score: -9347721.000000 Penalty: 5696.121094
	Iteration 7F: 3 clusters Score -9347721 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 71113 members 
Entering Unmasked Estep 
Score: -9354766.000000 Penalty: 5696.121094
	Iteration 8F: 3 clusters Score -9354766 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 73907 members 
Entering Unmasked Estep 
Score: -9361784.000000 Penalty: 5696.121094
	Iteration 9F: 3 clusters Score -9361784 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 74971 members 
Entering Unmasked Estep 
Score: -9366616.000000 Penalty: 5696.121094
	Iteration 10Q: 3 clusters Score -9366616 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 75403 members 
Entering Unmasked Estep 
Score: -9368585.000000 Penalty: 5696.121094
	Iteration 11Q: 3 clusters Score -9368585 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 75793 members 
Entering Unmasked Estep 
Score: -9369170.000000 Penalty: 5696.121094
	Iteration 12Q: 3 clusters Score -9369170 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 76223 members 
Entering Unmasked Estep 
Score: -9369428.000000 Penalty: 5696.121094
	Iteration 13Q: 3 clusters Score -9369428 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 76627 members 
Entering Unmasked Estep 
Score: -9369586.000000 Penalty: 5696.121094
	Iteration 14Q: 3 clusters Score -9369586 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -9369656.000000 Penalty: 5696.121094
	Iteration 15Q: 3 clusters Score -9369656 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
Score: -9369714.000000 Penalty: 5696.121094
	Iteration 16Q: 3 clusters Score -9369714 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 77629 members 
Entering Unmasked Estep 
Score: -9369766.000000 Penalty: 5696.121094
	Iteration 17Q: 3 clusters Score -9369766 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -9369791.000000 Penalty: 5696.121094
	Iteration 18Q: 3 clusters Score -9369791 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 78209 members 
Entering Unmasked Estep 
Score: -9369832.000000 Penalty: 5696.121094
	Iteration 19Q: 3 clusters Score -9369832 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 78477 members 
Entering Unmasked Estep 
Score: -9369913.000000 Penalty: 5696.121094
	Iteration 20F: 3 clusters Score -9369913 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -9369927.000000 Penalty: 5696.121094
	Iteration 21Q: 3 clusters Score -9369927 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 78974 members 
Entering Unmasked Estep 
Score: -9369985.000000 Penalty: 5696.121094
	Iteration 22Q: 3 clusters Score -9369985 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 79214 members 
Entering Unmasked Estep 
Score: -9370005.000000 Penalty: 5696.121094
	Iteration 23Q: 3 clusters Score -9370005 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 79477 members 
Entering Unmasked Estep 
Score: -9370033.000000 Penalty: 5696.121094
	Iteration 24Q: 3 clusters Score -9370033 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 79751 members 
Entering Unmasked Estep 
Score: -9370035.000000 Penalty: 5696.121094
	Iteration 25Q: 3 clusters Score -9370035 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 80009 members 
Entering Unmasked Estep 
Score: -9370086.000000 Penalty: 5696.121094
	Iteration 26Q: 3 clusters Score -9370086 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -9370123.000000 Penalty: 5696.121094
	Iteration 27Q: 3 clusters Score -9370123 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -9370223.000000 Penalty: 5696.121094
	Iteration 28Q: 3 clusters Score -9370223 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -9370281.000000 Penalty: 5696.121094
	Iteration 29Q: 3 clusters Score -9370281 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 81055 members 
Entering Unmasked Estep 
Score: -9370290.000000 Penalty: 5696.121094
	Iteration 30Q: 3 clusters Score -9370290 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 81289 members 
Entering Unmasked Estep 
Score: -9370323.000000 Penalty: 5696.121094
	Iteration 31Q: 3 clusters Score -9370323 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -9370353.000000 Penalty: 5696.121094
	Iteration 32Q: 3 clusters Score -9370353 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 81752 members 
Entering Unmasked Estep 
Score: -9370383.000000 Penalty: 5696.121094
	Iteration 33Q: 3 clusters Score -9370383 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 81979 members 
Entering Unmasked Estep 
Score: -9370414.000000 Penalty: 5696.121094
	Iteration 34Q: 3 clusters Score -9370414 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 82196 members 
Entering Unmasked Estep 
Score: -9370426.000000 Penalty: 5696.121094
	Iteration 35Q: 3 clusters Score -9370426 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 82406 members 
Entering Unmasked Estep 
Score: -9370487.000000 Penalty: 5696.121094
	Iteration 36Q: 3 clusters Score -9370487 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -9370513.000000 Penalty: 5696.121094
	Iteration 37Q: 3 clusters Score -9370513 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 82788 members 
Entering Unmasked Estep 
Score: -9370516.000000 Penalty: 5696.121094
	Iteration 38Q: 3 clusters Score -9370516 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 82976 members 
Entering Unmasked Estep 
Score: -9370551.000000 Penalty: 5696.121094
	Iteration 39Q: 3 clusters Score -9370551 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -9370551.000000 Penalty: 5696.121094
	Iteration 40F: 3 clusters Score -9370551 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 83285 members 
Entering Unmasked Estep 
Score: -9370605.000000 Penalty: 5696.121094
	Iteration 41Q: 3 clusters Score -9370605 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -9370613.000000 Penalty: 5696.121094
	Iteration 42Q: 3 clusters Score -9370613 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 83520 members 
Entering Unmasked Estep 
Score: -9370625.000000 Penalty: 5696.121094
	Iteration 43Q: 3 clusters Score -9370625 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 83643 members 
Entering Unmasked Estep 
Score: -9370598.000000 Penalty: 5696.121094
	Iteration 44Q: 3 clusters Score -9370598 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 83746 members 
Entering Unmasked Estep 
Score: -9370595.000000 Penalty: 5696.121094
	Iteration 45Q: 3 clusters Score -9370595 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -9370607.000000 Penalty: 5696.121094
	Iteration 46Q: 3 clusters Score -9370607 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 83907 members 
Entering Unmasked Estep 
Score: -9370624.000000 Penalty: 5696.121094
	Iteration 47Q: 3 clusters Score -9370624 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 83991 members 
Entering Unmasked Estep 
Score: -9370626.000000 Penalty: 5696.121094
	Iteration 48Q: 3 clusters Score -9370626 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 84066 members 
Entering Unmasked Estep 
Score: -9370630.000000 Penalty: 5696.121094
	Iteration 49Q: 3 clusters Score -9370630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 84124 members 
Entering Unmasked Estep 
Score: -9370643.000000 Penalty: 5696.121094
	Iteration 50Q: 3 clusters Score -9370643 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 84188 members 
Entering Unmasked Estep 
Score: -9370632.000000 Penalty: 5696.121094
	Iteration 51Q: 3 clusters Score -9370632 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 84255 members 
Entering Unmasked Estep 
Score: -9370654.000000 Penalty: 5696.121094
	Iteration 52Q: 3 clusters Score -9370654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 84309 members 
Entering Unmasked Estep 
Score: -9370647.000000 Penalty: 5696.121094
	Iteration 53Q: 3 clusters Score -9370647 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 84368 members 
Entering Unmasked Estep 
Score: -9370650.000000 Penalty: 5696.121094
	Iteration 54Q: 3 clusters Score -9370650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 84419 members 
Entering Unmasked Estep 
Score: -9370656.000000 Penalty: 5696.121094
	Iteration 55Q: 3 clusters Score -9370656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 84463 members 
Entering Unmasked Estep 
Score: -9370651.000000 Penalty: 5696.121094
	Iteration 56Q: 3 clusters Score -9370651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 84507 members 
Entering Unmasked Estep 
Score: -9370643.000000 Penalty: 5696.121094
	Iteration 57Q: 3 clusters Score -9370643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 84545 members 
Entering Unmasked Estep 
Score: -9370630.000000 Penalty: 5696.121094
	Iteration 58Q: 3 clusters Score -9370630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 84588 members 
Entering Unmasked Estep 
Score: -9370628.000000 Penalty: 5696.121094
	Iteration 59Q: 3 clusters Score -9370628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 84628 members 
Entering Unmasked Estep 
Score: -9370616.000000 Penalty: 5696.121094
	Iteration 60F: 3 clusters Score -9370616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 84659 members 
Entering Unmasked Estep 
Score: -9370620.000000 Penalty: 5696.121094
	Iteration 61Q: 3 clusters Score -9370620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 84696 members 
Entering Unmasked Estep 
Score: -9370620.000000 Penalty: 5696.121094
	Iteration 62Q: 3 clusters Score -9370620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
Score: -9370627.000000 Penalty: 5696.121094
	Iteration 63Q: 3 clusters Score -9370627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -9370645.000000 Penalty: 5696.121094
	Iteration 64Q: 3 clusters Score -9370645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 84786 members 
Entering Unmasked Estep 
Score: -9370649.000000 Penalty: 5696.121094
	Iteration 65Q: 3 clusters Score -9370649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 84819 members 
Entering Unmasked Estep 
Score: -9370652.000000 Penalty: 5696.121094
	Iteration 66Q: 3 clusters Score -9370652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -9370663.000000 Penalty: 5696.121094
	Iteration 67Q: 3 clusters Score -9370663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 84882 members 
Entering Unmasked Estep 
Score: -9370645.000000 Penalty: 5696.121094
	Iteration 68Q: 3 clusters Score -9370645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 84914 members 
Entering Unmasked Estep 
Score: -9370656.000000 Penalty: 5696.121094
	Iteration 69Q: 3 clusters Score -9370656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -9370663.000000 Penalty: 5696.121094
	Iteration 70Q: 3 clusters Score -9370663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 84974 members 
Entering Unmasked Estep 
Score: -9370663.000000 Penalty: 5696.121094
	Iteration 71Q: 3 clusters Score -9370663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 85006 members 
Entering Unmasked Estep 
Score: -9370652.000000 Penalty: 5696.121094
	Iteration 72Q: 3 clusters Score -9370652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 85036 members 
Entering Unmasked Estep 
Score: -9370642.000000 Penalty: 5696.121094
	Iteration 73Q: 3 clusters Score -9370642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 85062 members 
Entering Unmasked Estep 
Score: -9370637.000000 Penalty: 5696.121094
	Iteration 74Q: 3 clusters Score -9370637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
Score: -9370644.000000 Penalty: 5696.121094
	Iteration 75Q: 3 clusters Score -9370644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 85119 members 
Entering Unmasked Estep 
Score: -9370669.000000 Penalty: 5696.121094
	Iteration 76Q: 3 clusters Score -9370669 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 85150 members 
Entering Unmasked Estep 
Score: -9370671.000000 Penalty: 5696.121094
	Iteration 77Q: 3 clusters Score -9370671 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 85190 members 
Entering Unmasked Estep 
Score: -9370668.000000 Penalty: 5696.121094
	Iteration 78Q: 3 clusters Score -9370668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 85226 members 
Entering Unmasked Estep 
Score: -9370670.000000 Penalty: 5696.121094
	Iteration 79Q: 3 clusters Score -9370670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -9370683.000000 Penalty: 5696.121094
	Iteration 80F: 3 clusters Score -9370683 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 85311 members 
Entering Unmasked Estep 
Score: -9370681.000000 Penalty: 5696.121094
	Iteration 81Q: 3 clusters Score -9370681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 85340 members 
Entering Unmasked Estep 
Score: -9370668.000000 Penalty: 5696.121094
	Iteration 82Q: 3 clusters Score -9370668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 85365 members 
Entering Unmasked Estep 
Score: -9370677.000000 Penalty: 5696.121094
	Iteration 83Q: 3 clusters Score -9370677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 85394 members 
Entering Unmasked Estep 
Score: -9370666.000000 Penalty: 5696.121094
	Iteration 84Q: 3 clusters Score -9370666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 85426 members 
Entering Unmasked Estep 
Score: -9370686.000000 Penalty: 5696.121094
	Iteration 85Q: 3 clusters Score -9370686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 85458 members 
Entering Unmasked Estep 
Score: -9370667.000000 Penalty: 5696.121094
	Iteration 86Q: 3 clusters Score -9370667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 85478 members 
Entering Unmasked Estep 
Score: -9370664.000000 Penalty: 5696.121094
	Iteration 87Q: 3 clusters Score -9370664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 85488 members 
Entering Unmasked Estep 
Score: -9370665.000000 Penalty: 5696.121094
	Iteration 88Q: 3 clusters Score -9370665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 85502 members 
Entering Unmasked Estep 
Score: -9370671.000000 Penalty: 5696.121094
	Iteration 89Q: 3 clusters Score -9370671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -9370680.000000 Penalty: 5696.121094
	Iteration 90Q: 3 clusters Score -9370680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 85511 members 
Entering Unmasked Estep 
Score: -9370679.000000 Penalty: 5696.121094
	Iteration 91Q: 3 clusters Score -9370679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 85512 members 
Entering Unmasked Estep 
Score: -9370681.000000 Penalty: 5696.121094
	Iteration 92Q: 3 clusters Score -9370681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 85514 members 
Entering Unmasked Estep 
Score: -9370680.000000 Penalty: 5696.121094
	Iteration 93Q: 3 clusters Score -9370680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
Score: -9370678.000000 Penalty: 5696.121094
	Iteration 94Q: 3 clusters Score -9370678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 85517 members 
Entering Unmasked Estep 
Score: -9370683.000000 Penalty: 5696.121094
	Iteration 95Q: 3 clusters Score -9370683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 85517 members 
Entering Unmasked Estep 
Score: -9370683.000000 Penalty: 5696.121094
	Iteration 96F: 3 clusters Score -9370683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101275 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 223399 members 
Mstep: Class 9 contains 11643 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12242 members 
Mstep: Class 14 contains 305629 members 
Mstep: Class 15 contains 216923 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 62902 members 
Mstep: Class 21 contains 127825 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12470 members 
Mstep: Class 32 contains 6932 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 7011 members 
Mstep: Class 35 contains 8461 members 
Mstep: Class 36 contains 7692 members 
Mstep: Class 37 contains 85517 members 
Entering Unmasked Estep 
Score: -157717936.000000 Penalty: 131487.906250
Splitting cluster 9 changes total score from -157718272.000000 to -157717936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (9928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Entering Unmasked Estep 
Score: -922963.000000 Penalty: 2282.372314
	Iteration 0F: 2 clusters Score -922963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -915366.875000 Penalty: 4564.744629
	Iteration 0F: 3 clusters Score -915366.9 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -917540.250000 Penalty: 4564.744629
	Iteration 1F: 3 clusters Score -917540.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -917866.812500 Penalty: 4564.744629
	Iteration 2F: 3 clusters Score -917866.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -918138.437500 Penalty: 4564.744629
	Iteration 3F: 3 clusters Score -918138.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -918369.187500 Penalty: 4564.744629
	Iteration 4Q: 3 clusters Score -918369.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -918582.750000 Penalty: 4564.744629
	Iteration 5Q: 3 clusters Score -918582.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -918835.750000 Penalty: 4564.744629
	Iteration 6Q: 3 clusters Score -918835.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -919121.187500 Penalty: 4564.744629
	Iteration 7Q: 3 clusters Score -919121.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -919423.125000 Penalty: 4564.744629
	Iteration 8Q: 3 clusters Score -919423.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -919733.812500 Penalty: 4564.744629
	Iteration 9Q: 3 clusters Score -919733.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -920039.062500 Penalty: 4564.744629
	Iteration 10Q: 3 clusters Score -920039.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -920291.375000 Penalty: 4564.744629
	Iteration 11Q: 3 clusters Score -920291.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -920492.750000 Penalty: 4564.744629
	Iteration 12Q: 3 clusters Score -920492.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -920669.437500 Penalty: 4564.744629
	Iteration 13Q: 3 clusters Score -920669.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -920787.937500 Penalty: 4564.744629
	Iteration 14Q: 3 clusters Score -920787.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -920875.250000 Penalty: 4564.744629
	Iteration 15Q: 3 clusters Score -920875.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -920942.875000 Penalty: 4564.744629
	Iteration 16Q: 3 clusters Score -920942.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -920991.500000 Penalty: 4564.744629
	Iteration 17Q: 3 clusters Score -920991.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -921034.687500 Penalty: 4564.744629
	Iteration 18Q: 3 clusters Score -921034.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -921065.000000 Penalty: 4564.744629
	Iteration 19Q: 3 clusters Score -921065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -921086.937500 Penalty: 4564.744629
	Iteration 20F: 3 clusters Score -921086.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -921100.500000 Penalty: 4564.744629
	Iteration 21Q: 3 clusters Score -921100.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -921117.937500 Penalty: 4564.744629
	Iteration 22Q: 3 clusters Score -921117.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -921127.687500 Penalty: 4564.744629
	Iteration 23Q: 3 clusters Score -921127.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -921130.937500 Penalty: 4564.744629
	Iteration 24Q: 3 clusters Score -921130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -921131.625000 Penalty: 4564.744629
	Iteration 25Q: 3 clusters Score -921131.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -921131.625000 Penalty: 4564.744629
	Iteration 26F: 3 clusters Score -921131.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Entering Unmasked Estep 
Score: -872688.000000 Penalty: 2256.819580
	Iteration 0F: 2 clusters Score -872688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -865690.875000 Penalty: 4513.639160
	Iteration 0F: 3 clusters Score -865690.9 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -867701.312500 Penalty: 4513.639160
	Iteration 1F: 3 clusters Score -867701.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -867989.312500 Penalty: 4513.639160
	Iteration 2F: 3 clusters Score -867989.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -868201.312500 Penalty: 4513.639160
	Iteration 3F: 3 clusters Score -868201.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -868362.500000 Penalty: 4513.639160
	Iteration 4Q: 3 clusters Score -868362.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -868508.875000 Penalty: 4513.639160
	Iteration 5Q: 3 clusters Score -868508.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -868640.187500 Penalty: 4513.639160
	Iteration 6Q: 3 clusters Score -868640.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -868783.500000 Penalty: 4513.639160
	Iteration 7Q: 3 clusters Score -868783.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -868929.500000 Penalty: 4513.639160
	Iteration 8Q: 3 clusters Score -868929.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -869097.375000 Penalty: 4513.639160
	Iteration 9Q: 3 clusters Score -869097.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -869294.625000 Penalty: 4513.639160
	Iteration 10Q: 3 clusters Score -869294.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -869488.812500 Penalty: 4513.639160
	Iteration 11Q: 3 clusters Score -869488.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -869671.687500 Penalty: 4513.639160
	Iteration 12Q: 3 clusters Score -869671.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -869850.875000 Penalty: 4513.639160
	Iteration 13Q: 3 clusters Score -869850.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -870026.375000 Penalty: 4513.639160
	Iteration 14Q: 3 clusters Score -870026.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -870159.062500 Penalty: 4513.639160
	Iteration 15Q: 3 clusters Score -870159.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -870266.562500 Penalty: 4513.639160
	Iteration 16Q: 3 clusters Score -870266.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -870370.562500 Penalty: 4513.639160
	Iteration 17Q: 3 clusters Score -870370.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -870464.250000 Penalty: 4513.639160
	Iteration 18Q: 3 clusters Score -870464.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -870530.500000 Penalty: 4513.639160
	Iteration 19Q: 3 clusters Score -870530.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -870575.500000 Penalty: 4513.639160
	Iteration 20F: 3 clusters Score -870575.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -870620.125000 Penalty: 4513.639160
	Iteration 21Q: 3 clusters Score -870620.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -870652.750000 Penalty: 4513.639160
	Iteration 22Q: 3 clusters Score -870652.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -870674.875000 Penalty: 4513.639160
	Iteration 23Q: 3 clusters Score -870674.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -870693.625000 Penalty: 4513.639160
	Iteration 24Q: 3 clusters Score -870693.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -870705.500000 Penalty: 4513.639160
	Iteration 25Q: 3 clusters Score -870705.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -870721.187500 Penalty: 4513.639160
	Iteration 26Q: 3 clusters Score -870721.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -870735.562500 Penalty: 4513.639160
	Iteration 27Q: 3 clusters Score -870735.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -870750.687500 Penalty: 4513.639160
	Iteration 28Q: 3 clusters Score -870750.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -870766.375000 Penalty: 4513.639160
	Iteration 29Q: 3 clusters Score -870766.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -870788.812500 Penalty: 4513.639160
	Iteration 30Q: 3 clusters Score -870788.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -870804.812500 Penalty: 4513.639160
	Iteration 31Q: 3 clusters Score -870804.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -870812.000000 Penalty: 4513.639160
	Iteration 32Q: 3 clusters Score -870812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -870818.687500 Penalty: 4513.639160
	Iteration 33Q: 3 clusters Score -870818.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -870820.937500 Penalty: 4513.639160
	Iteration 34Q: 3 clusters Score -870820.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -870824.312500 Penalty: 4513.639160
	Iteration 35Q: 3 clusters Score -870824.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -870825.687500 Penalty: 4513.639160
	Iteration 36Q: 3 clusters Score -870825.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -870830.312500 Penalty: 4513.639160
	Iteration 37Q: 3 clusters Score -870830.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -870834.375000 Penalty: 4513.639160
	Iteration 38Q: 3 clusters Score -870834.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -870835.000000 Penalty: 4513.639160
	Iteration 39Q: 3 clusters Score -870835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -870835.000000 Penalty: 4513.639160
	Iteration 40F: 3 clusters Score -870835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Entering Unmasked Estep 
Score: -796417.500000 Penalty: 2228.855713
	Iteration 0F: 2 clusters Score -796417.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -789986.187500 Penalty: 4457.711426
	Iteration 0F: 3 clusters Score -789986.2 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -791804.687500 Penalty: 4457.711426
	Iteration 1F: 3 clusters Score -791804.7 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -792110.562500 Penalty: 4457.711426
	Iteration 2F: 3 clusters Score -792110.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -792325.875000 Penalty: 4457.711426
	Iteration 3F: 3 clusters Score -792325.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -792504.562500 Penalty: 4457.711426
	Iteration 4Q: 3 clusters Score -792504.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -792685.812500 Penalty: 4457.711426
	Iteration 5Q: 3 clusters Score -792685.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -792881.250000 Penalty: 4457.711426
	Iteration 6Q: 3 clusters Score -792881.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -793074.000000 Penalty: 4457.711426
	Iteration 7Q: 3 clusters Score -793074 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -793262.187500 Penalty: 4457.711426
	Iteration 8Q: 3 clusters Score -793262.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -793441.625000 Penalty: 4457.711426
	Iteration 9Q: 3 clusters Score -793441.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -793626.812500 Penalty: 4457.711426
	Iteration 10Q: 3 clusters Score -793626.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -793781.000000 Penalty: 4457.711426
	Iteration 11Q: 3 clusters Score -793781 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -793925.000000 Penalty: 4457.711426
	Iteration 12Q: 3 clusters Score -793925 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -794035.937500 Penalty: 4457.711426
	Iteration 13Q: 3 clusters Score -794035.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -794106.687500 Penalty: 4457.711426
	Iteration 14Q: 3 clusters Score -794106.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -794175.562500 Penalty: 4457.711426
	Iteration 15Q: 3 clusters Score -794175.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -794246.937500 Penalty: 4457.711426
	Iteration 16Q: 3 clusters Score -794246.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -794300.125000 Penalty: 4457.711426
	Iteration 17Q: 3 clusters Score -794300.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -794344.062500 Penalty: 4457.711426
	Iteration 18Q: 3 clusters Score -794344.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -794376.750000 Penalty: 4457.711426
	Iteration 19Q: 3 clusters Score -794376.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -794411.500000 Penalty: 4457.711426
	Iteration 20F: 3 clusters Score -794411.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -794430.812500 Penalty: 4457.711426
	Iteration 21Q: 3 clusters Score -794430.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -794450.000000 Penalty: 4457.711426
	Iteration 22Q: 3 clusters Score -794450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -794460.937500 Penalty: 4457.711426
	Iteration 23Q: 3 clusters Score -794460.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -794469.500000 Penalty: 4457.711426
	Iteration 24Q: 3 clusters Score -794469.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -794474.937500 Penalty: 4457.711426
	Iteration 25Q: 3 clusters Score -794474.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -794476.625000 Penalty: 4457.711426
	Iteration 26Q: 3 clusters Score -794476.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -794479.000000 Penalty: 4457.711426
	Iteration 27Q: 3 clusters Score -794479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -794482.000000 Penalty: 4457.711426
	Iteration 28Q: 3 clusters Score -794482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -794481.687500 Penalty: 4457.711426
	Iteration 29Q: 3 clusters Score -794481.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -794486.312500 Penalty: 4457.711426
	Iteration 30Q: 3 clusters Score -794486.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -794484.500000 Penalty: 4457.711426
	Iteration 31Q: 3 clusters Score -794484.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -794486.062500 Penalty: 4457.711426
	Iteration 32Q: 3 clusters Score -794486.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -794486.562500 Penalty: 4457.711426
	Iteration 33Q: 3 clusters Score -794486.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -794486.625000 Penalty: 4457.711426
	Iteration 34Q: 3 clusters Score -794486.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -794489.250000 Penalty: 4457.711426
	Iteration 35Q: 3 clusters Score -794489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -794490.062500 Penalty: 4457.711426
	Iteration 36Q: 3 clusters Score -794490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -794491.500000 Penalty: 4457.711426
	Iteration 37Q: 3 clusters Score -794491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -794491.500000 Penalty: 4457.711426
	Iteration 38Q: 3 clusters Score -794491.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -794491.500000 Penalty: 4457.711426
	Iteration 39F: 3 clusters Score -794491.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Entering Unmasked Estep 
Score: -1139071.875000 Penalty: 2334.331787
	Iteration 0F: 2 clusters Score -1139072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1129926.250000 Penalty: 4668.663574
	Iteration 0F: 3 clusters Score -1129926 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1132590.500000 Penalty: 4668.663574
	Iteration 1F: 3 clusters Score -1132590 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1132976.000000 Penalty: 4668.663574
	Iteration 2F: 3 clusters Score -1132976 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1133280.125000 Penalty: 4668.663574
	Iteration 3F: 3 clusters Score -1133280 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1133544.000000 Penalty: 4668.663574
	Iteration 4Q: 3 clusters Score -1133544 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1133787.875000 Penalty: 4668.663574
	Iteration 5Q: 3 clusters Score -1133788 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1134000.125000 Penalty: 4668.663574
	Iteration 6Q: 3 clusters Score -1134000 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1134196.375000 Penalty: 4668.663574
	Iteration 7Q: 3 clusters Score -1134196 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1134371.375000 Penalty: 4668.663574
	Iteration 8Q: 3 clusters Score -1134371 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1134520.875000 Penalty: 4668.663574
	Iteration 9Q: 3 clusters Score -1134521 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1134674.875000 Penalty: 4668.663574
	Iteration 10Q: 3 clusters Score -1134675 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1134823.375000 Penalty: 4668.663574
	Iteration 11Q: 3 clusters Score -1134823 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1134957.750000 Penalty: 4668.663574
	Iteration 12Q: 3 clusters Score -1134958 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1135079.875000 Penalty: 4668.663574
	Iteration 13Q: 3 clusters Score -1135080 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1135187.125000 Penalty: 4668.663574
	Iteration 14Q: 3 clusters Score -1135187 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1135293.500000 Penalty: 4668.663574
	Iteration 15Q: 3 clusters Score -1135294 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1135409.125000 Penalty: 4668.663574
	Iteration 16Q: 3 clusters Score -1135409 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1135511.375000 Penalty: 4668.663574
	Iteration 17Q: 3 clusters Score -1135511 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1135608.250000 Penalty: 4668.663574
	Iteration 18Q: 3 clusters Score -1135608 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1135699.000000 Penalty: 4668.663574
	Iteration 19Q: 3 clusters Score -1135699 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1135803.500000 Penalty: 4668.663574
	Iteration 20F: 3 clusters Score -1135804 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1135889.125000 Penalty: 4668.663574
	Iteration 21Q: 3 clusters Score -1135889 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1135975.000000 Penalty: 4668.663574
	Iteration 22Q: 3 clusters Score -1135975 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1136085.125000 Penalty: 4668.663574
	Iteration 23Q: 3 clusters Score -1136085 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1136218.875000 Penalty: 4668.663574
	Iteration 24Q: 3 clusters Score -1136219 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1136386.125000 Penalty: 4668.663574
	Iteration 25Q: 3 clusters Score -1136386 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1136606.250000 Penalty: 4668.663574
	Iteration 26Q: 3 clusters Score -1136606 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1136944.375000 Penalty: 4668.663574
	Iteration 27Q: 3 clusters Score -1136944 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1137424.750000 Penalty: 4668.663574
	Iteration 28Q: 3 clusters Score -1137425 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1137839.750000 Penalty: 4668.663574
	Iteration 29Q: 3 clusters Score -1137840 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1138067.750000 Penalty: 4668.663574
	Iteration 30Q: 3 clusters Score -1138068 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1138185.875000 Penalty: 4668.663574
	Iteration 31Q: 3 clusters Score -1138186 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1138260.625000 Penalty: 4668.663574
	Iteration 32Q: 3 clusters Score -1138261 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1138307.625000 Penalty: 4668.663574
	Iteration 33Q: 3 clusters Score -1138308 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1138334.125000 Penalty: 4668.663574
	Iteration 34Q: 3 clusters Score -1138334 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1138361.250000 Penalty: 4668.663574
	Iteration 35Q: 3 clusters Score -1138361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1138378.875000 Penalty: 4668.663574
	Iteration 36Q: 3 clusters Score -1138379 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1138401.750000 Penalty: 4668.663574
	Iteration 37Q: 3 clusters Score -1138402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1138421.625000 Penalty: 4668.663574
	Iteration 38Q: 3 clusters Score -1138422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1138436.625000 Penalty: 4668.663574
	Iteration 39Q: 3 clusters Score -1138437 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1138452.750000 Penalty: 4668.663574
	Iteration 40F: 3 clusters Score -1138453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1138475.625000 Penalty: 4668.663574
	Iteration 41Q: 3 clusters Score -1138476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1138484.250000 Penalty: 4668.663574
	Iteration 42Q: 3 clusters Score -1138484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1138502.625000 Penalty: 4668.663574
	Iteration 43Q: 3 clusters Score -1138503 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1138513.750000 Penalty: 4668.663574
	Iteration 44Q: 3 clusters Score -1138514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1138521.375000 Penalty: 4668.663574
	Iteration 45Q: 3 clusters Score -1138521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1138526.250000 Penalty: 4668.663574
	Iteration 46Q: 3 clusters Score -1138526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1138535.250000 Penalty: 4668.663574
	Iteration 47Q: 3 clusters Score -1138535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1138543.000000 Penalty: 4668.663574
	Iteration 48Q: 3 clusters Score -1138543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1138545.250000 Penalty: 4668.663574
	Iteration 49Q: 3 clusters Score -1138545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1138547.875000 Penalty: 4668.663574
	Iteration 50Q: 3 clusters Score -1138548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1138547.625000 Penalty: 4668.663574
	Iteration 51Q: 3 clusters Score -1138548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1138557.500000 Penalty: 4668.663574
	Iteration 52Q: 3 clusters Score -1138558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1138559.000000 Penalty: 4668.663574
	Iteration 53Q: 3 clusters Score -1138559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1138558.250000 Penalty: 4668.663574
	Iteration 54Q: 3 clusters Score -1138558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1138560.250000 Penalty: 4668.663574
	Iteration 55Q: 3 clusters Score -1138560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1138559.000000 Penalty: 4668.663574
	Iteration 56Q: 3 clusters Score -1138559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1138562.500000 Penalty: 4668.663574
	Iteration 57Q: 3 clusters Score -1138562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1138561.250000 Penalty: 4668.663574
	Iteration 58Q: 3 clusters Score -1138561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1138560.500000 Penalty: 4668.663574
	Iteration 59Q: 3 clusters Score -1138560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1138560.375000 Penalty: 4668.663574
	Iteration 60F: 3 clusters Score -1138560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1138559.875000 Penalty: 4668.663574
	Iteration 61Q: 3 clusters Score -1138560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1138561.750000 Penalty: 4668.663574
	Iteration 62Q: 3 clusters Score -1138562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1138561.125000 Penalty: 4668.663574
	Iteration 63Q: 3 clusters Score -1138561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1138562.625000 Penalty: 4668.663574
	Iteration 64Q: 3 clusters Score -1138563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1138563.625000 Penalty: 4668.663574
	Iteration 65Q: 3 clusters Score -1138564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1138565.500000 Penalty: 4668.663574
	Iteration 66Q: 3 clusters Score -1138566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1138562.125000 Penalty: 4668.663574
	Iteration 67Q: 3 clusters Score -1138562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1138562.125000 Penalty: 4668.663574
	Iteration 68F: 3 clusters Score -1138562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (305629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305629 members 
Entering Unmasked Estep 
Score: -29943608.000000 Penalty: 3132.271484
	Iteration 0F: 2 clusters Score -2.994361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152570 members 
Mstep: Class 2 contains 153059 members 
Entering Unmasked Estep 
Score: -29748610.000000 Penalty: 6264.542969
	Iteration 0F: 3 clusters Score -2.974861e+07 nChanged 147832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147030 members 
Mstep: Class 2 contains 158599 members 
Entering Unmasked Estep 
Score: -29835830.000000 Penalty: 6264.542969
	Iteration 1F: 3 clusters Score -2.983583e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143655 members 
Mstep: Class 2 contains 161974 members 
Entering Unmasked Estep 
Score: -29837114.000000 Penalty: 6264.542969
	Iteration 2Q: 3 clusters Score -2.983711e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138317 members 
Mstep: Class 2 contains 167312 members 
Entering Unmasked Estep 
Score: -29838684.000000 Penalty: 6264.542969
	Iteration 3Q: 3 clusters Score -2.983868e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130142 members 
Mstep: Class 2 contains 175487 members 
Entering Unmasked Estep 
Score: -29841328.000000 Penalty: 6264.542969
	Iteration 4Q: 3 clusters Score -2.984133e+07 nChanged 13230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117672 members 
Mstep: Class 2 contains 187957 members 
Entering Unmasked Estep 
Score: -29846390.000000 Penalty: 6264.542969
	Iteration 5Q: 3 clusters Score -2.984639e+07 nChanged 18368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 206029 members 
Entering Unmasked Estep 
Score: -29855726.000000 Penalty: 6264.542969
	Iteration 6F: 3 clusters Score -2.985573e+07 nChanged 24075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 229994 members 
Entering Unmasked Estep 
Score: -29871420.000000 Penalty: 6264.542969
	Iteration 7F: 3 clusters Score -2.987142e+07 nChanged 26661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 256627 members 
Entering Unmasked Estep 
Score: -29893208.000000 Penalty: 6264.542969
	Iteration 8F: 3 clusters Score -2.989321e+07 nChanged 23085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 279708 members 
Entering Unmasked Estep 
Score: -29914698.000000 Penalty: 6264.542969
	Iteration 9F: 3 clusters Score -2.99147e+07 nChanged 14623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 294331 members 
Entering Unmasked Estep 
Score: -29928968.000000 Penalty: 6264.542969
	Iteration 10Q: 3 clusters Score -2.992897e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 301476 members 
Entering Unmasked Estep 
Score: -29936450.000000 Penalty: 6264.542969
	Iteration 11Q: 3 clusters Score -2.993645e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 304161 members 
Entering Unmasked Estep 
Score: -29939292.000000 Penalty: 6264.542969
	Iteration 12Q: 3 clusters Score -2.993929e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 305013 members 
Entering Unmasked Estep 
Score: -29940174.000000 Penalty: 6264.542969
	Iteration 13Q: 3 clusters Score -2.994017e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 305251 members 
Entering Unmasked Estep 
Score: -29940460.000000 Penalty: 6264.542969
	Iteration 14Q: 3 clusters Score -2.994046e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 305319 members 
Entering Unmasked Estep 
Score: -29940562.000000 Penalty: 6264.542969
	Iteration 15Q: 3 clusters Score -2.994056e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 305350 members 
Entering Unmasked Estep 
Score: -29940632.000000 Penalty: 6264.542969
	Iteration 16Q: 3 clusters Score -2.994063e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 305369 members 
Entering Unmasked Estep 
Score: -29940670.000000 Penalty: 6264.542969
	Iteration 17Q: 3 clusters Score -2.994067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 305380 members 
Entering Unmasked Estep 
Score: -29940686.000000 Penalty: 6264.542969
	Iteration 18Q: 3 clusters Score -2.994069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 305387 members 
Entering Unmasked Estep 
Score: -29940720.000000 Penalty: 6264.542969
	Iteration 19Q: 3 clusters Score -2.994072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 305389 members 
Entering Unmasked Estep 
Score: -29940738.000000 Penalty: 6264.542969
	Iteration 20F: 3 clusters Score -2.994074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 305393 members 
Entering Unmasked Estep 
Score: -29940740.000000 Penalty: 6264.542969
	Iteration 21Q: 3 clusters Score -2.994074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 305393 members 
Entering Unmasked Estep 
Score: -29940740.000000 Penalty: 6264.542969
	Iteration 22F: 3 clusters Score -2.994074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (216923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216923 members 
Entering Unmasked Estep 
Score: -21245292.000000 Penalty: 3047.250000
	Iteration 0F: 2 clusters Score -2.124529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108300 members 
Mstep: Class 2 contains 108623 members 
Entering Unmasked Estep 
Score: -21101806.000000 Penalty: 6094.500000
	Iteration 0F: 3 clusters Score -2.110181e+07 nChanged 104292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105978 members 
Mstep: Class 2 contains 110945 members 
Entering Unmasked Estep 
Score: -21162646.000000 Penalty: 6094.500000
	Iteration 1F: 3 clusters Score -2.116265e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104787 members 
Mstep: Class 2 contains 112136 members 
Entering Unmasked Estep 
Score: -21163446.000000 Penalty: 6094.500000
	Iteration 2Q: 3 clusters Score -2.116345e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102937 members 
Mstep: Class 2 contains 113986 members 
Entering Unmasked Estep 
Score: -21164514.000000 Penalty: 6094.500000
	Iteration 3Q: 3 clusters Score -2.116451e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100107 members 
Mstep: Class 2 contains 116816 members 
Entering Unmasked Estep 
Score: -21165650.000000 Penalty: 6094.500000
	Iteration 4Q: 3 clusters Score -2.116565e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95763 members 
Mstep: Class 2 contains 121160 members 
Entering Unmasked Estep 
Score: -21167404.000000 Penalty: 6094.500000
	Iteration 5Q: 3 clusters Score -2.11674e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89082 members 
Mstep: Class 2 contains 127841 members 
Entering Unmasked Estep 
Score: -21170360.000000 Penalty: 6094.500000
	Iteration 6Q: 3 clusters Score -2.117036e+07 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79236 members 
Mstep: Class 2 contains 137687 members 
Entering Unmasked Estep 
Score: -21175772.000000 Penalty: 6094.500000
	Iteration 7Q: 3 clusters Score -2.117577e+07 nChanged 13756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Mstep: Class 2 contains 151307 members 
Entering Unmasked Estep 
Score: -21185006.000000 Penalty: 6094.500000
	Iteration 8F: 3 clusters Score -2.118501e+07 nChanged 17040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 168313 members 
Entering Unmasked Estep 
Score: -21198642.000000 Penalty: 6094.500000
	Iteration 9F: 3 clusters Score -2.119864e+07 nChanged 17695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 186000 members 
Entering Unmasked Estep 
Score: -21214422.000000 Penalty: 6094.500000
	Iteration 10F: 3 clusters Score -2.121442e+07 nChanged 14528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 200526 members 
Entering Unmasked Estep 
Score: -21227564.000000 Penalty: 6094.500000
	Iteration 11F: 3 clusters Score -2.122756e+07 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 209745 members 
Entering Unmasked Estep 
Score: -21236112.000000 Penalty: 6094.500000
	Iteration 12Q: 3 clusters Score -2.123611e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 214203 members 
Entering Unmasked Estep 
Score: -21240056.000000 Penalty: 6094.500000
	Iteration 13Q: 3 clusters Score -2.124006e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 215901 members 
Entering Unmasked Estep 
Score: -21241650.000000 Penalty: 6094.500000
	Iteration 14Q: 3 clusters Score -2.124165e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 216395 members 
Entering Unmasked Estep 
Score: -21242182.000000 Penalty: 6094.500000
	Iteration 15Q: 3 clusters Score -2.124218e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 216540 members 
Entering Unmasked Estep 
Score: -21242356.000000 Penalty: 6094.500000
	Iteration 16Q: 3 clusters Score -2.124236e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 216608 members 
Entering Unmasked Estep 
Score: -21242456.000000 Penalty: 6094.500000
	Iteration 17Q: 3 clusters Score -2.124246e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 216630 members 
Entering Unmasked Estep 
Score: -21242502.000000 Penalty: 6094.500000
	Iteration 18Q: 3 clusters Score -2.12425e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 216641 members 
Entering Unmasked Estep 
Score: -21242548.000000 Penalty: 6094.500000
	Iteration 19Q: 3 clusters Score -2.124255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 216648 members 
Entering Unmasked Estep 
Score: -21242584.000000 Penalty: 6094.500000
	Iteration 20F: 3 clusters Score -2.124258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 216658 members 
Entering Unmasked Estep 
Score: -21242588.000000 Penalty: 6094.500000
	Iteration 21Q: 3 clusters Score -2.124259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 216660 members 
Entering Unmasked Estep 
Score: -21242594.000000 Penalty: 6094.500000
	Iteration 22Q: 3 clusters Score -2.124259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 216662 members 
Entering Unmasked Estep 
Score: -21242602.000000 Penalty: 6094.500000
	Iteration 23Q: 3 clusters Score -2.12426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 216662 members 
Entering Unmasked Estep 
Score: -21242602.000000 Penalty: 6094.500000
	Iteration 24F: 3 clusters Score -2.12426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Entering Unmasked Estep 
Score: -892804.250000 Penalty: 2275.406006
	Iteration 0F: 2 clusters Score -892804.2 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 4885 members 
Entering Unmasked Estep 
Score: -885364.875000 Penalty: 4550.812012
	Iteration 0F: 3 clusters Score -885364.9 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -887522.437500 Penalty: 4550.812012
	Iteration 1F: 3 clusters Score -887522.4 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -887931.437500 Penalty: 4550.812012
	Iteration 2F: 3 clusters Score -887931.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -888310.187500 Penalty: 4550.812012
	Iteration 3F: 3 clusters Score -888310.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -888698.312500 Penalty: 4550.812012
	Iteration 4F: 3 clusters Score -888698.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -889036.437500 Penalty: 4550.812012
	Iteration 5F: 3 clusters Score -889036.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -889358.062500 Penalty: 4550.812012
	Iteration 6Q: 3 clusters Score -889358.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -889627.187500 Penalty: 4550.812012
	Iteration 7Q: 3 clusters Score -889627.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -889833.625000 Penalty: 4550.812012
	Iteration 8Q: 3 clusters Score -889833.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -889972.625000 Penalty: 4550.812012
	Iteration 9Q: 3 clusters Score -889972.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -890085.375000 Penalty: 4550.812012
	Iteration 10Q: 3 clusters Score -890085.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -890176.312500 Penalty: 4550.812012
	Iteration 11Q: 3 clusters Score -890176.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -890242.000000 Penalty: 4550.812012
	Iteration 12Q: 3 clusters Score -890242 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -890306.750000 Penalty: 4550.812012
	Iteration 13Q: 3 clusters Score -890306.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -890386.437500 Penalty: 4550.812012
	Iteration 14Q: 3 clusters Score -890386.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -890492.937500 Penalty: 4550.812012
	Iteration 15Q: 3 clusters Score -890492.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -890621.750000 Penalty: 4550.812012
	Iteration 16Q: 3 clusters Score -890621.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -890784.875000 Penalty: 4550.812012
	Iteration 17Q: 3 clusters Score -890784.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -890993.500000 Penalty: 4550.812012
	Iteration 18Q: 3 clusters Score -890993.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -891186.312500 Penalty: 4550.812012
	Iteration 19Q: 3 clusters Score -891186.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -891315.437500 Penalty: 4550.812012
	Iteration 20F: 3 clusters Score -891315.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -891399.812500 Penalty: 4550.812012
	Iteration 21Q: 3 clusters Score -891399.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -891456.125000 Penalty: 4550.812012
	Iteration 22Q: 3 clusters Score -891456.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -891494.437500 Penalty: 4550.812012
	Iteration 23Q: 3 clusters Score -891494.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -891521.125000 Penalty: 4550.812012
	Iteration 24Q: 3 clusters Score -891521.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -891534.625000 Penalty: 4550.812012
	Iteration 25Q: 3 clusters Score -891534.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -891539.000000 Penalty: 4550.812012
	Iteration 26Q: 3 clusters Score -891539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -891544.312500 Penalty: 4550.812012
	Iteration 27Q: 3 clusters Score -891544.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -891546.250000 Penalty: 4550.812012
	Iteration 28Q: 3 clusters Score -891546.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -891549.625000 Penalty: 4550.812012
	Iteration 29Q: 3 clusters Score -891549.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -891548.500000 Penalty: 4550.812012
	Iteration 30Q: 3 clusters Score -891548.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -891547.687500 Penalty: 4550.812012
	Iteration 31Q: 3 clusters Score -891547.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -891550.687500 Penalty: 4550.812012
	Iteration 32Q: 3 clusters Score -891550.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -891549.562500 Penalty: 4550.812012
	Iteration 33Q: 3 clusters Score -891549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -891549.437500 Penalty: 4550.812012
	Iteration 34Q: 3 clusters Score -891549.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -891548.937500 Penalty: 4550.812012
	Iteration 35Q: 3 clusters Score -891548.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -891549.875000 Penalty: 4550.812012
	Iteration 36Q: 3 clusters Score -891549.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -891549.875000 Penalty: 4550.812012
	Iteration 37F: 3 clusters Score -891549.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Entering Unmasked Estep 
Score: -1140409.250000 Penalty: 2335.302246
	Iteration 0F: 2 clusters Score -1140409 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 6094 members 
Entering Unmasked Estep 
Score: -1131316.750000 Penalty: 4670.604492
	Iteration 0F: 3 clusters Score -1131317 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1134058.125000 Penalty: 4670.604492
	Iteration 1F: 3 clusters Score -1134058 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1134348.250000 Penalty: 4670.604492
	Iteration 2F: 3 clusters Score -1134348 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1134561.000000 Penalty: 4670.604492
	Iteration 3Q: 3 clusters Score -1134561 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1134713.375000 Penalty: 4670.604492
	Iteration 4Q: 3 clusters Score -1134713 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1134849.875000 Penalty: 4670.604492
	Iteration 5Q: 3 clusters Score -1134850 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1135011.625000 Penalty: 4670.604492
	Iteration 6Q: 3 clusters Score -1135012 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1135200.500000 Penalty: 4670.604492
	Iteration 7Q: 3 clusters Score -1135200 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1135434.625000 Penalty: 4670.604492
	Iteration 8Q: 3 clusters Score -1135435 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1135706.625000 Penalty: 4670.604492
	Iteration 9Q: 3 clusters Score -1135707 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1136016.625000 Penalty: 4670.604492
	Iteration 10Q: 3 clusters Score -1136017 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1136383.500000 Penalty: 4670.604492
	Iteration 11Q: 3 clusters Score -1136384 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1136781.250000 Penalty: 4670.604492
	Iteration 12Q: 3 clusters Score -1136781 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1137194.125000 Penalty: 4670.604492
	Iteration 13Q: 3 clusters Score -1137194 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1137520.500000 Penalty: 4670.604492
	Iteration 14Q: 3 clusters Score -1137520 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1137782.250000 Penalty: 4670.604492
	Iteration 15Q: 3 clusters Score -1137782 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1137967.625000 Penalty: 4670.604492
	Iteration 16Q: 3 clusters Score -1137968 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1138088.625000 Penalty: 4670.604492
	Iteration 17Q: 3 clusters Score -1138089 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1138190.500000 Penalty: 4670.604492
	Iteration 18Q: 3 clusters Score -1138190 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1138252.250000 Penalty: 4670.604492
	Iteration 19Q: 3 clusters Score -1138252 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1138290.625000 Penalty: 4670.604492
	Iteration 20F: 3 clusters Score -1138291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1138317.500000 Penalty: 4670.604492
	Iteration 21Q: 3 clusters Score -1138318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1138330.125000 Penalty: 4670.604492
	Iteration 22Q: 3 clusters Score -1138330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1138344.500000 Penalty: 4670.604492
	Iteration 23Q: 3 clusters Score -1138344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1138360.750000 Penalty: 4670.604492
	Iteration 24Q: 3 clusters Score -1138361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1138375.000000 Penalty: 4670.604492
	Iteration 25Q: 3 clusters Score -1138375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1138394.125000 Penalty: 4670.604492
	Iteration 26Q: 3 clusters Score -1138394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1138408.625000 Penalty: 4670.604492
	Iteration 27Q: 3 clusters Score -1138409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1138421.625000 Penalty: 4670.604492
	Iteration 28Q: 3 clusters Score -1138422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1138438.750000 Penalty: 4670.604492
	Iteration 29Q: 3 clusters Score -1138439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1138450.875000 Penalty: 4670.604492
	Iteration 30Q: 3 clusters Score -1138451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1138458.250000 Penalty: 4670.604492
	Iteration 31Q: 3 clusters Score -1138458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1138467.250000 Penalty: 4670.604492
	Iteration 32Q: 3 clusters Score -1138467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1138473.250000 Penalty: 4670.604492
	Iteration 33Q: 3 clusters Score -1138473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1138477.500000 Penalty: 4670.604492
	Iteration 34Q: 3 clusters Score -1138478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1138480.250000 Penalty: 4670.604492
	Iteration 35Q: 3 clusters Score -1138480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1138490.375000 Penalty: 4670.604492
	Iteration 36Q: 3 clusters Score -1138490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1138498.750000 Penalty: 4670.604492
	Iteration 37Q: 3 clusters Score -1138499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1138500.875000 Penalty: 4670.604492
	Iteration 38Q: 3 clusters Score -1138501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1138505.750000 Penalty: 4670.604492
	Iteration 39Q: 3 clusters Score -1138506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1138506.750000 Penalty: 4670.604492
	Iteration 40F: 3 clusters Score -1138507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1138508.625000 Penalty: 4670.604492
	Iteration 41Q: 3 clusters Score -1138509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1138508.625000 Penalty: 4670.604492
	Iteration 42F: 3 clusters Score -1138509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Entering Unmasked Estep 
Score: -1714470.875000 Penalty: 2425.416748
	Iteration 0F: 2 clusters Score -1714471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1701902.125000 Penalty: 4850.833496
	Iteration 0F: 3 clusters Score -1701902 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1705889.625000 Penalty: 4850.833496
	Iteration 1F: 3 clusters Score -1705890 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1706275.625000 Penalty: 4850.833496
	Iteration 2F: 3 clusters Score -1706276 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1706572.375000 Penalty: 4850.833496
	Iteration 3Q: 3 clusters Score -1706572 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1706836.625000 Penalty: 4850.833496
	Iteration 4Q: 3 clusters Score -1706837 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1707158.375000 Penalty: 4850.833496
	Iteration 5Q: 3 clusters Score -1707158 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1707474.125000 Penalty: 4850.833496
	Iteration 6Q: 3 clusters Score -1707474 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1707825.125000 Penalty: 4850.833496
	Iteration 7Q: 3 clusters Score -1707825 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1708249.375000 Penalty: 4850.833496
	Iteration 8Q: 3 clusters Score -1708249 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1708771.375000 Penalty: 4850.833496
	Iteration 9Q: 3 clusters Score -1708771 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1709290.250000 Penalty: 4850.833496
	Iteration 10Q: 3 clusters Score -1709290 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1709809.250000 Penalty: 4850.833496
	Iteration 11Q: 3 clusters Score -1709809 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1710342.750000 Penalty: 4850.833496
	Iteration 12Q: 3 clusters Score -1710343 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1710815.375000 Penalty: 4850.833496
	Iteration 13Q: 3 clusters Score -1710815 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1711211.750000 Penalty: 4850.833496
	Iteration 14Q: 3 clusters Score -1711212 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1711532.250000 Penalty: 4850.833496
	Iteration 15Q: 3 clusters Score -1711532 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1711769.625000 Penalty: 4850.833496
	Iteration 16Q: 3 clusters Score -1711770 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1711921.750000 Penalty: 4850.833496
	Iteration 17Q: 3 clusters Score -1711922 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1712018.125000 Penalty: 4850.833496
	Iteration 18Q: 3 clusters Score -1712018 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1712085.875000 Penalty: 4850.833496
	Iteration 19Q: 3 clusters Score -1712086 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1712136.750000 Penalty: 4850.833496
	Iteration 20F: 3 clusters Score -1712137 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1712173.750000 Penalty: 4850.833496
	Iteration 21Q: 3 clusters Score -1712174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1712206.375000 Penalty: 4850.833496
	Iteration 22Q: 3 clusters Score -1712206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1712236.250000 Penalty: 4850.833496
	Iteration 23Q: 3 clusters Score -1712236 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1712265.375000 Penalty: 4850.833496
	Iteration 24Q: 3 clusters Score -1712265 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1712278.375000 Penalty: 4850.833496
	Iteration 25Q: 3 clusters Score -1712278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1712288.750000 Penalty: 4850.833496
	Iteration 26Q: 3 clusters Score -1712289 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1712307.750000 Penalty: 4850.833496
	Iteration 27Q: 3 clusters Score -1712308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1712313.625000 Penalty: 4850.833496
	Iteration 28Q: 3 clusters Score -1712314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1712320.000000 Penalty: 4850.833496
	Iteration 29Q: 3 clusters Score -1712320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1712324.375000 Penalty: 4850.833496
	Iteration 30Q: 3 clusters Score -1712324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1712328.625000 Penalty: 4850.833496
	Iteration 31Q: 3 clusters Score -1712329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1712326.875000 Penalty: 4850.833496
	Iteration 32Q: 3 clusters Score -1712327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1712330.375000 Penalty: 4850.833496
	Iteration 33Q: 3 clusters Score -1712330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1712328.375000 Penalty: 4850.833496
	Iteration 34Q: 3 clusters Score -1712328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1712333.375000 Penalty: 4850.833496
	Iteration 35Q: 3 clusters Score -1712333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1712336.000000 Penalty: 4850.833496
	Iteration 36Q: 3 clusters Score -1712336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1712338.875000 Penalty: 4850.833496
	Iteration 37Q: 3 clusters Score -1712339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1712342.375000 Penalty: 4850.833496
	Iteration 38Q: 3 clusters Score -1712342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1712342.500000 Penalty: 4850.833496
	Iteration 39Q: 3 clusters Score -1712342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1712341.125000 Penalty: 4850.833496
	Iteration 40F: 3 clusters Score -1712341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1712341.375000 Penalty: 4850.833496
	Iteration 41Q: 3 clusters Score -1712341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1712341.125000 Penalty: 4850.833496
	Iteration 42Q: 3 clusters Score -1712341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1712343.000000 Penalty: 4850.833496
	Iteration 43Q: 3 clusters Score -1712343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1712344.000000 Penalty: 4850.833496
	Iteration 44Q: 3 clusters Score -1712344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1712344.000000 Penalty: 4850.833496
	Iteration 45Q: 3 clusters Score -1712344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1712347.875000 Penalty: 4850.833496
	Iteration 46Q: 3 clusters Score -1712348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1712350.500000 Penalty: 4850.833496
	Iteration 47Q: 3 clusters Score -1712350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1712350.750000 Penalty: 4850.833496
	Iteration 48Q: 3 clusters Score -1712351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1712354.125000 Penalty: 4850.833496
	Iteration 49Q: 3 clusters Score -1712354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1712354.250000 Penalty: 4850.833496
	Iteration 50Q: 3 clusters Score -1712354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1712352.250000 Penalty: 4850.833496
	Iteration 51Q: 3 clusters Score -1712352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1712357.125000 Penalty: 4850.833496
	Iteration 52Q: 3 clusters Score -1712357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1712357.000000 Penalty: 4850.833496
	Iteration 53Q: 3 clusters Score -1712357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1712358.750000 Penalty: 4850.833496
	Iteration 54Q: 3 clusters Score -1712359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1712357.000000 Penalty: 4850.833496
	Iteration 55Q: 3 clusters Score -1712357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1712358.500000 Penalty: 4850.833496
	Iteration 56Q: 3 clusters Score -1712358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1712358.125000 Penalty: 4850.833496
	Iteration 57Q: 3 clusters Score -1712358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1712359.625000 Penalty: 4850.833496
	Iteration 58Q: 3 clusters Score -1712360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1712356.750000 Penalty: 4850.833496
	Iteration 59Q: 3 clusters Score -1712357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1712357.125000 Penalty: 4850.833496
	Iteration 60F: 3 clusters Score -1712357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1712358.250000 Penalty: 4850.833496
	Iteration 61Q: 3 clusters Score -1712358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1712358.250000 Penalty: 4850.833496
	Iteration 62F: 3 clusters Score -1712358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Entering Unmasked Estep 
Score: -651818.187500 Penalty: 2196.239990
	Iteration 0F: 2 clusters Score -651818.2 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 3528 members 
Entering Unmasked Estep 
Score: -646019.812500 Penalty: 4392.479980
	Iteration 0F: 3 clusters Score -646019.8 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -647580.625000 Penalty: 4392.479980
	Iteration 1F: 3 clusters Score -647580.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -647819.750000 Penalty: 4392.479980
	Iteration 2F: 3 clusters Score -647819.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -647981.500000 Penalty: 4392.479980
	Iteration 3Q: 3 clusters Score -647981.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -648110.000000 Penalty: 4392.479980
	Iteration 4Q: 3 clusters Score -648110 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -648216.375000 Penalty: 4392.479980
	Iteration 5Q: 3 clusters Score -648216.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -648315.312500 Penalty: 4392.479980
	Iteration 6Q: 3 clusters Score -648315.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -648412.312500 Penalty: 4392.479980
	Iteration 7Q: 3 clusters Score -648412.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -648493.750000 Penalty: 4392.479980
	Iteration 8Q: 3 clusters Score -648493.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -648570.187500 Penalty: 4392.479980
	Iteration 9Q: 3 clusters Score -648570.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -648656.187500 Penalty: 4392.479980
	Iteration 10Q: 3 clusters Score -648656.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -648739.437500 Penalty: 4392.479980
	Iteration 11Q: 3 clusters Score -648739.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -648835.000000 Penalty: 4392.479980
	Iteration 12Q: 3 clusters Score -648835 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -648953.062500 Penalty: 4392.479980
	Iteration 13Q: 3 clusters Score -648953.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -649066.312500 Penalty: 4392.479980
	Iteration 14Q: 3 clusters Score -649066.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -649193.812500 Penalty: 4392.479980
	Iteration 15Q: 3 clusters Score -649193.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -649318.562500 Penalty: 4392.479980
	Iteration 16Q: 3 clusters Score -649318.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -649450.312500 Penalty: 4392.479980
	Iteration 17Q: 3 clusters Score -649450.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -649556.500000 Penalty: 4392.479980
	Iteration 18Q: 3 clusters Score -649556.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -649653.000000 Penalty: 4392.479980
	Iteration 19Q: 3 clusters Score -649653 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -649739.687500 Penalty: 4392.479980
	Iteration 20F: 3 clusters Score -649739.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -649810.062500 Penalty: 4392.479980
	Iteration 21Q: 3 clusters Score -649810.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -649866.000000 Penalty: 4392.479980
	Iteration 22Q: 3 clusters Score -649866 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -649910.437500 Penalty: 4392.479980
	Iteration 23Q: 3 clusters Score -649910.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -649945.437500 Penalty: 4392.479980
	Iteration 24Q: 3 clusters Score -649945.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -649972.187500 Penalty: 4392.479980
	Iteration 25Q: 3 clusters Score -649972.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -649984.687500 Penalty: 4392.479980
	Iteration 26Q: 3 clusters Score -649984.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -649996.875000 Penalty: 4392.479980
	Iteration 27Q: 3 clusters Score -649996.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -650002.437500 Penalty: 4392.479980
	Iteration 28Q: 3 clusters Score -650002.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -650011.125000 Penalty: 4392.479980
	Iteration 29Q: 3 clusters Score -650011.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -650014.937500 Penalty: 4392.479980
	Iteration 30Q: 3 clusters Score -650014.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -650021.375000 Penalty: 4392.479980
	Iteration 31Q: 3 clusters Score -650021.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -650023.625000 Penalty: 4392.479980
	Iteration 32Q: 3 clusters Score -650023.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -650027.437500 Penalty: 4392.479980
	Iteration 33Q: 3 clusters Score -650027.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -650029.312500 Penalty: 4392.479980
	Iteration 34Q: 3 clusters Score -650029.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -650031.312500 Penalty: 4392.479980
	Iteration 35Q: 3 clusters Score -650031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -650032.062500 Penalty: 4392.479980
	Iteration 36Q: 3 clusters Score -650032.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -650035.875000 Penalty: 4392.479980
	Iteration 37Q: 3 clusters Score -650035.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -650036.875000 Penalty: 4392.479980
	Iteration 38Q: 3 clusters Score -650036.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -650041.562500 Penalty: 4392.479980
	Iteration 39Q: 3 clusters Score -650041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -650045.562500 Penalty: 4392.479980
	Iteration 40F: 3 clusters Score -650045.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -650048.187500 Penalty: 4392.479980
	Iteration 41Q: 3 clusters Score -650048.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -650050.312500 Penalty: 4392.479980
	Iteration 42Q: 3 clusters Score -650050.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -650053.625000 Penalty: 4392.479980
	Iteration 43Q: 3 clusters Score -650053.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -650058.187500 Penalty: 4392.479980
	Iteration 44Q: 3 clusters Score -650058.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -650059.750000 Penalty: 4392.479980
	Iteration 45Q: 3 clusters Score -650059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -650059.937500 Penalty: 4392.479980
	Iteration 46Q: 3 clusters Score -650059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -650062.312500 Penalty: 4392.479980
	Iteration 47Q: 3 clusters Score -650062.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -650065.625000 Penalty: 4392.479980
	Iteration 48Q: 3 clusters Score -650065.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -650065.500000 Penalty: 4392.479980
	Iteration 49Q: 3 clusters Score -650065.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -650065.500000 Penalty: 4392.479980
	Iteration 50F: 3 clusters Score -650065.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (62902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Entering Unmasked Estep 
Score: -6110397.000000 Penalty: 2740.234619
	Iteration 0F: 2 clusters Score -6110397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -6068178.000000 Penalty: 5480.469238
	Iteration 0F: 3 clusters Score -6068178 nChanged 29304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -6085015.000000 Penalty: 5480.469238
	Iteration 1F: 3 clusters Score -6085015 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -6086262.000000 Penalty: 5480.469238
	Iteration 2Q: 3 clusters Score -6086262 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -6088037.500000 Penalty: 5480.469238
	Iteration 3F: 3 clusters Score -6088038 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -6090403.500000 Penalty: 5480.469238
	Iteration 4F: 3 clusters Score -6090404 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -6093376.000000 Penalty: 5480.469238
	Iteration 5F: 3 clusters Score -6093376 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -6096858.500000 Penalty: 5480.469238
	Iteration 6F: 3 clusters Score -6096858 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -6100338.500000 Penalty: 5480.469238
	Iteration 7F: 3 clusters Score -6100338 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -6103310.000000 Penalty: 5480.469238
	Iteration 8F: 3 clusters Score -6103310 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -6105248.000000 Penalty: 5480.469238
	Iteration 9Q: 3 clusters Score -6105248 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -6106251.000000 Penalty: 5480.469238
	Iteration 10Q: 3 clusters Score -6106251 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -6106795.500000 Penalty: 5480.469238
	Iteration 11Q: 3 clusters Score -6106796 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -6107156.500000 Penalty: 5480.469238
	Iteration 12Q: 3 clusters Score -6107156 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -6107444.000000 Penalty: 5480.469238
	Iteration 13Q: 3 clusters Score -6107444 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -6107656.500000 Penalty: 5480.469238
	Iteration 14Q: 3 clusters Score -6107656 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -6107841.000000 Penalty: 5480.469238
	Iteration 15Q: 3 clusters Score -6107841 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -6107953.000000 Penalty: 5480.469238
	Iteration 16Q: 3 clusters Score -6107953 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -6108061.000000 Penalty: 5480.469238
	Iteration 17Q: 3 clusters Score -6108061 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 54498 members 
Entering Unmasked Estep 
Score: -6108189.500000 Penalty: 5480.469238
	Iteration 18Q: 3 clusters Score -6108190 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -6108286.000000 Penalty: 5480.469238
	Iteration 19Q: 3 clusters Score -6108286 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -6108353.500000 Penalty: 5480.469238
	Iteration 20F: 3 clusters Score -6108354 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -6108417.000000 Penalty: 5480.469238
	Iteration 21Q: 3 clusters Score -6108417 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -6108465.500000 Penalty: 5480.469238
	Iteration 22Q: 3 clusters Score -6108466 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -6108490.000000 Penalty: 5480.469238
	Iteration 23Q: 3 clusters Score -6108490 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -6108560.000000 Penalty: 5480.469238
	Iteration 24Q: 3 clusters Score -6108560 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -6108608.500000 Penalty: 5480.469238
	Iteration 25Q: 3 clusters Score -6108608 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 56605 members 
Entering Unmasked Estep 
Score: -6108660.000000 Penalty: 5480.469238
	Iteration 26Q: 3 clusters Score -6108660 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -6108749.000000 Penalty: 5480.469238
	Iteration 27Q: 3 clusters Score -6108749 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -6108789.500000 Penalty: 5480.469238
	Iteration 28Q: 3 clusters Score -6108790 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
Score: -6108817.000000 Penalty: 5480.469238
	Iteration 29Q: 3 clusters Score -6108817 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -6108857.500000 Penalty: 5480.469238
	Iteration 30Q: 3 clusters Score -6108858 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -6108890.000000 Penalty: 5480.469238
	Iteration 31Q: 3 clusters Score -6108890 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -6108920.000000 Penalty: 5480.469238
	Iteration 32Q: 3 clusters Score -6108920 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -6108939.000000 Penalty: 5480.469238
	Iteration 33Q: 3 clusters Score -6108939 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 57915 members 
Entering Unmasked Estep 
Score: -6108968.000000 Penalty: 5480.469238
	Iteration 34Q: 3 clusters Score -6108968 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -6108966.000000 Penalty: 5480.469238
	Iteration 35Q: 3 clusters Score -6108966 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -6108996.000000 Penalty: 5480.469238
	Iteration 36Q: 3 clusters Score -6108996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
Score: -6109003.500000 Penalty: 5480.469238
	Iteration 37Q: 3 clusters Score -6109004 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -6109030.500000 Penalty: 5480.469238
	Iteration 38Q: 3 clusters Score -6109030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 58323 members 
Entering Unmasked Estep 
Score: -6109040.000000 Penalty: 5480.469238
	Iteration 39Q: 3 clusters Score -6109040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -6109040.500000 Penalty: 5480.469238
	Iteration 40F: 3 clusters Score -6109040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -6109044.500000 Penalty: 5480.469238
	Iteration 41Q: 3 clusters Score -6109044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 58438 members 
Entering Unmasked Estep 
Score: -6109043.500000 Penalty: 5480.469238
	Iteration 42Q: 3 clusters Score -6109044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -6109046.000000 Penalty: 5480.469238
	Iteration 43Q: 3 clusters Score -6109046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 58497 members 
Entering Unmasked Estep 
Score: -6109052.500000 Penalty: 5480.469238
	Iteration 44Q: 3 clusters Score -6109052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -6109061.000000 Penalty: 5480.469238
	Iteration 45Q: 3 clusters Score -6109061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
Score: -6109066.500000 Penalty: 5480.469238
	Iteration 46Q: 3 clusters Score -6109066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 58587 members 
Entering Unmasked Estep 
Score: -6109077.500000 Penalty: 5480.469238
	Iteration 47Q: 3 clusters Score -6109078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -6109074.500000 Penalty: 5480.469238
	Iteration 48Q: 3 clusters Score -6109074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 58621 members 
Entering Unmasked Estep 
Score: -6109063.000000 Penalty: 5480.469238
	Iteration 49Q: 3 clusters Score -6109063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -6109075.500000 Penalty: 5480.469238
	Iteration 50Q: 3 clusters Score -6109076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
Score: -6109074.000000 Penalty: 5480.469238
	Iteration 51Q: 3 clusters Score -6109074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -6109067.000000 Penalty: 5480.469238
	Iteration 52Q: 3 clusters Score -6109067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 58691 members 
Entering Unmasked Estep 
Score: -6109066.000000 Penalty: 5480.469238
	Iteration 53Q: 3 clusters Score -6109066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -6109076.500000 Penalty: 5480.469238
	Iteration 54Q: 3 clusters Score -6109076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -6109085.000000 Penalty: 5480.469238
	Iteration 55Q: 3 clusters Score -6109085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -6109085.500000 Penalty: 5480.469238
	Iteration 56Q: 3 clusters Score -6109086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -6109093.000000 Penalty: 5480.469238
	Iteration 57Q: 3 clusters Score -6109093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 58778 members 
Entering Unmasked Estep 
Score: -6109092.500000 Penalty: 5480.469238
	Iteration 58Q: 3 clusters Score -6109092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -6109093.000000 Penalty: 5480.469238
	Iteration 59Q: 3 clusters Score -6109093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 58792 members 
Entering Unmasked Estep 
Score: -6109087.000000 Penalty: 5480.469238
	Iteration 60F: 3 clusters Score -6109087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 58794 members 
Entering Unmasked Estep 
Score: -6109085.000000 Penalty: 5480.469238
	Iteration 61Q: 3 clusters Score -6109085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 58796 members 
Entering Unmasked Estep 
Score: -6109085.000000 Penalty: 5480.469238
	Iteration 62Q: 3 clusters Score -6109085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -6109084.500000 Penalty: 5480.469238
	Iteration 63Q: 3 clusters Score -6109084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -6109089.000000 Penalty: 5480.469238
	Iteration 64Q: 3 clusters Score -6109089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -6109087.500000 Penalty: 5480.469238
	Iteration 65Q: 3 clusters Score -6109088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -6109087.500000 Penalty: 5480.469238
	Iteration 66F: 3 clusters Score -6109088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (127825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127825 members 
Entering Unmasked Estep 
Score: -12403797.000000 Penalty: 2916.087402
	Iteration 0F: 2 clusters Score -1.24038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -12317949.000000 Penalty: 5832.174805
	Iteration 0F: 3 clusters Score -1.231795e+07 nChanged 61005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -12353314.000000 Penalty: 5832.174805
	Iteration 1F: 3 clusters Score -1.235331e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70390 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -12354463.000000 Penalty: 5832.174805
	Iteration 2Q: 3 clusters Score -1.235446e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -12356019.000000 Penalty: 5832.174805
	Iteration 3Q: 3 clusters Score -1.235602e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78608 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -12358594.000000 Penalty: 5832.174805
	Iteration 4Q: 3 clusters Score -1.235859e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85478 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -12362943.000000 Penalty: 5832.174805
	Iteration 5F: 3 clusters Score -1.236294e+07 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94437 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -12369872.000000 Penalty: 5832.174805
	Iteration 6F: 3 clusters Score -1.236987e+07 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104576 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -12379016.000000 Penalty: 5832.174805
	Iteration 7F: 3 clusters Score -1.237902e+07 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114052 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -12388282.000000 Penalty: 5832.174805
	Iteration 8F: 3 clusters Score -1.238828e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120851 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -12394845.000000 Penalty: 5832.174805
	Iteration 9F: 3 clusters Score -1.239484e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124716 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -12398366.000000 Penalty: 5832.174805
	Iteration 10Q: 3 clusters Score -1.239837e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126428 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -12399911.000000 Penalty: 5832.174805
	Iteration 11Q: 3 clusters Score -1.239991e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127118 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -12400608.000000 Penalty: 5832.174805
	Iteration 12Q: 3 clusters Score -1.240061e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127350 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -12400820.000000 Penalty: 5832.174805
	Iteration 13Q: 3 clusters Score -1.240082e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127438 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -12400945.000000 Penalty: 5832.174805
	Iteration 14Q: 3 clusters Score -1.240094e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127479 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -12401033.000000 Penalty: 5832.174805
	Iteration 15Q: 3 clusters Score -1.240103e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127507 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -12401101.000000 Penalty: 5832.174805
	Iteration 16Q: 3 clusters Score -1.24011e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127523 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -12401130.000000 Penalty: 5832.174805
	Iteration 17Q: 3 clusters Score -1.240113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127530 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12401147.000000 Penalty: 5832.174805
	Iteration 18Q: 3 clusters Score -1.240115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127536 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -12401144.000000 Penalty: 5832.174805
	Iteration 19Q: 3 clusters Score -1.240114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127539 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -12401158.000000 Penalty: 5832.174805
	Iteration 20F: 3 clusters Score -1.240116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127538 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -12401164.000000 Penalty: 5832.174805
	Iteration 21Q: 3 clusters Score -1.240116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127541 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12401161.000000 Penalty: 5832.174805
	Iteration 22Q: 3 clusters Score -1.240116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127543 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -12401170.000000 Penalty: 5832.174805
	Iteration 23Q: 3 clusters Score -1.240117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127546 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12401180.000000 Penalty: 5832.174805
	Iteration 24Q: 3 clusters Score -1.240118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127546 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12401177.000000 Penalty: 5832.174805
	Iteration 25Q: 3 clusters Score -1.240118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127548 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12401175.000000 Penalty: 5832.174805
	Iteration 26Q: 3 clusters Score -1.240118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127550 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -12401183.000000 Penalty: 5832.174805
	Iteration 27Q: 3 clusters Score -1.240118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127551 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -12401178.000000 Penalty: 5832.174805
	Iteration 28Q: 3 clusters Score -1.240118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127551 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -12401178.000000 Penalty: 5832.174805
	Iteration 29F: 3 clusters Score -1.240118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Entering Unmasked Estep 
Score: -593538.562500 Penalty: 2173.213623
	Iteration 0F: 2 clusters Score -593538.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -588157.625000 Penalty: 4346.427246
	Iteration 0F: 3 clusters Score -588157.6 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -589568.125000 Penalty: 4346.427246
	Iteration 1F: 3 clusters Score -589568.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -589875.437500 Penalty: 4346.427246
	Iteration 2F: 3 clusters Score -589875.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -590100.437500 Penalty: 4346.427246
	Iteration 3F: 3 clusters Score -590100.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -590282.437500 Penalty: 4346.427246
	Iteration 4Q: 3 clusters Score -590282.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -590425.750000 Penalty: 4346.427246
	Iteration 5Q: 3 clusters Score -590425.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -590570.812500 Penalty: 4346.427246
	Iteration 6Q: 3 clusters Score -590570.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -590709.250000 Penalty: 4346.427246
	Iteration 7Q: 3 clusters Score -590709.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -590867.125000 Penalty: 4346.427246
	Iteration 8Q: 3 clusters Score -590867.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -591038.125000 Penalty: 4346.427246
	Iteration 9Q: 3 clusters Score -591038.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -591177.937500 Penalty: 4346.427246
	Iteration 10Q: 3 clusters Score -591177.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -591305.250000 Penalty: 4346.427246
	Iteration 11Q: 3 clusters Score -591305.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -591402.250000 Penalty: 4346.427246
	Iteration 12Q: 3 clusters Score -591402.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -591478.125000 Penalty: 4346.427246
	Iteration 13Q: 3 clusters Score -591478.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -591545.625000 Penalty: 4346.427246
	Iteration 14Q: 3 clusters Score -591545.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -591579.562500 Penalty: 4346.427246
	Iteration 15Q: 3 clusters Score -591579.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -591607.125000 Penalty: 4346.427246
	Iteration 16Q: 3 clusters Score -591607.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -591633.812500 Penalty: 4346.427246
	Iteration 17Q: 3 clusters Score -591633.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -591650.500000 Penalty: 4346.427246
	Iteration 18Q: 3 clusters Score -591650.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -591664.312500 Penalty: 4346.427246
	Iteration 19Q: 3 clusters Score -591664.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -591674.187500 Penalty: 4346.427246
	Iteration 20F: 3 clusters Score -591674.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -591684.250000 Penalty: 4346.427246
	Iteration 21Q: 3 clusters Score -591684.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -591693.375000 Penalty: 4346.427246
	Iteration 22Q: 3 clusters Score -591693.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -591699.000000 Penalty: 4346.427246
	Iteration 23Q: 3 clusters Score -591699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -591706.062500 Penalty: 4346.427246
	Iteration 24Q: 3 clusters Score -591706.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -591709.687500 Penalty: 4346.427246
	Iteration 25Q: 3 clusters Score -591709.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -591711.875000 Penalty: 4346.427246
	Iteration 26Q: 3 clusters Score -591711.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -591715.000000 Penalty: 4346.427246
	Iteration 27Q: 3 clusters Score -591715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -591717.500000 Penalty: 4346.427246
	Iteration 28Q: 3 clusters Score -591717.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -591718.500000 Penalty: 4346.427246
	Iteration 29Q: 3 clusters Score -591718.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -591722.062500 Penalty: 4346.427246
	Iteration 30Q: 3 clusters Score -591722.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -591724.500000 Penalty: 4346.427246
	Iteration 31Q: 3 clusters Score -591724.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -591724.937500 Penalty: 4346.427246
	Iteration 32Q: 3 clusters Score -591724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -591726.625000 Penalty: 4346.427246
	Iteration 33Q: 3 clusters Score -591726.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -591729.062500 Penalty: 4346.427246
	Iteration 34Q: 3 clusters Score -591729.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -591731.312500 Penalty: 4346.427246
	Iteration 35Q: 3 clusters Score -591731.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -591732.562500 Penalty: 4346.427246
	Iteration 36Q: 3 clusters Score -591732.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -591733.062500 Penalty: 4346.427246
	Iteration 37Q: 3 clusters Score -591733.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -591736.562500 Penalty: 4346.427246
	Iteration 38Q: 3 clusters Score -591736.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -591739.000000 Penalty: 4346.427246
	Iteration 39Q: 3 clusters Score -591739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -591739.625000 Penalty: 4346.427246
	Iteration 40F: 3 clusters Score -591739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -591739.875000 Penalty: 4346.427246
	Iteration 41Q: 3 clusters Score -591739.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -591739.750000 Penalty: 4346.427246
	Iteration 42Q: 3 clusters Score -591739.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -591739.750000 Penalty: 4346.427246
	Iteration 43F: 3 clusters Score -591739.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Entering Unmasked Estep 
Score: -1475161.000000 Penalty: 2393.698242
	Iteration 0F: 2 clusters Score -1475161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1463951.875000 Penalty: 4787.396484
	Iteration 0F: 3 clusters Score -1463952 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1467527.875000 Penalty: 4787.396484
	Iteration 1F: 3 clusters Score -1467528 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1467855.875000 Penalty: 4787.396484
	Iteration 2F: 3 clusters Score -1467856 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1468119.250000 Penalty: 4787.396484
	Iteration 3Q: 3 clusters Score -1468119 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1468366.000000 Penalty: 4787.396484
	Iteration 4Q: 3 clusters Score -1468366 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1468597.000000 Penalty: 4787.396484
	Iteration 5Q: 3 clusters Score -1468597 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1468882.875000 Penalty: 4787.396484
	Iteration 6Q: 3 clusters Score -1468883 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1469241.500000 Penalty: 4787.396484
	Iteration 7Q: 3 clusters Score -1469242 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1469613.875000 Penalty: 4787.396484
	Iteration 8Q: 3 clusters Score -1469614 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1470030.750000 Penalty: 4787.396484
	Iteration 9Q: 3 clusters Score -1470031 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1470490.625000 Penalty: 4787.396484
	Iteration 10Q: 3 clusters Score -1470491 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1470956.500000 Penalty: 4787.396484
	Iteration 11Q: 3 clusters Score -1470956 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1471399.125000 Penalty: 4787.396484
	Iteration 12Q: 3 clusters Score -1471399 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1471768.125000 Penalty: 4787.396484
	Iteration 13Q: 3 clusters Score -1471768 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1472070.000000 Penalty: 4787.396484
	Iteration 14Q: 3 clusters Score -1472070 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1472311.125000 Penalty: 4787.396484
	Iteration 15Q: 3 clusters Score -1472311 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1472470.625000 Penalty: 4787.396484
	Iteration 16Q: 3 clusters Score -1472471 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1472606.125000 Penalty: 4787.396484
	Iteration 17Q: 3 clusters Score -1472606 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1472730.250000 Penalty: 4787.396484
	Iteration 18Q: 3 clusters Score -1472730 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1472845.375000 Penalty: 4787.396484
	Iteration 19Q: 3 clusters Score -1472845 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1472962.125000 Penalty: 4787.396484
	Iteration 20F: 3 clusters Score -1472962 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1473061.500000 Penalty: 4787.396484
	Iteration 21Q: 3 clusters Score -1473062 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1473153.500000 Penalty: 4787.396484
	Iteration 22Q: 3 clusters Score -1473154 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1473250.875000 Penalty: 4787.396484
	Iteration 23Q: 3 clusters Score -1473251 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1473346.250000 Penalty: 4787.396484
	Iteration 24Q: 3 clusters Score -1473346 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1473431.500000 Penalty: 4787.396484
	Iteration 25Q: 3 clusters Score -1473432 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1473510.375000 Penalty: 4787.396484
	Iteration 26Q: 3 clusters Score -1473510 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1473563.375000 Penalty: 4787.396484
	Iteration 27Q: 3 clusters Score -1473563 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1473625.250000 Penalty: 4787.396484
	Iteration 28Q: 3 clusters Score -1473625 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1473668.125000 Penalty: 4787.396484
	Iteration 29Q: 3 clusters Score -1473668 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1473696.875000 Penalty: 4787.396484
	Iteration 30Q: 3 clusters Score -1473697 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1473740.500000 Penalty: 4787.396484
	Iteration 31Q: 3 clusters Score -1473740 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1473780.500000 Penalty: 4787.396484
	Iteration 32Q: 3 clusters Score -1473780 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1473816.625000 Penalty: 4787.396484
	Iteration 33Q: 3 clusters Score -1473817 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1473848.250000 Penalty: 4787.396484
	Iteration 34Q: 3 clusters Score -1473848 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1473878.625000 Penalty: 4787.396484
	Iteration 35Q: 3 clusters Score -1473879 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1473884.750000 Penalty: 4787.396484
	Iteration 36Q: 3 clusters Score -1473885 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1473901.750000 Penalty: 4787.396484
	Iteration 37Q: 3 clusters Score -1473902 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1473920.500000 Penalty: 4787.396484
	Iteration 38Q: 3 clusters Score -1473920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1473928.750000 Penalty: 4787.396484
	Iteration 39Q: 3 clusters Score -1473929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1473931.625000 Penalty: 4787.396484
	Iteration 40F: 3 clusters Score -1473932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1473945.750000 Penalty: 4787.396484
	Iteration 41Q: 3 clusters Score -1473946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1473944.375000 Penalty: 4787.396484
	Iteration 42Q: 3 clusters Score -1473944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1473947.250000 Penalty: 4787.396484
	Iteration 43Q: 3 clusters Score -1473947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1473954.375000 Penalty: 4787.396484
	Iteration 44Q: 3 clusters Score -1473954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1473958.000000 Penalty: 4787.396484
	Iteration 45Q: 3 clusters Score -1473958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1473963.750000 Penalty: 4787.396484
	Iteration 46Q: 3 clusters Score -1473964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1473966.000000 Penalty: 4787.396484
	Iteration 47Q: 3 clusters Score -1473966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1473969.750000 Penalty: 4787.396484
	Iteration 48Q: 3 clusters Score -1473970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1473966.375000 Penalty: 4787.396484
	Iteration 49Q: 3 clusters Score -1473966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1473970.875000 Penalty: 4787.396484
	Iteration 50Q: 3 clusters Score -1473971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1473975.125000 Penalty: 4787.396484
	Iteration 51Q: 3 clusters Score -1473975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1473973.875000 Penalty: 4787.396484
	Iteration 52Q: 3 clusters Score -1473974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1473976.375000 Penalty: 4787.396484
	Iteration 53Q: 3 clusters Score -1473976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1473977.000000 Penalty: 4787.396484
	Iteration 54Q: 3 clusters Score -1473977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1473977.000000 Penalty: 4787.396484
	Iteration 55F: 3 clusters Score -1473977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (227987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227987 members 
Entering Unmasked Estep 
Score: -22443154.000000 Penalty: 3059.586914
	Iteration 0F: 2 clusters Score -2.244315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113977 members 
Mstep: Class 2 contains 114010 members 
Entering Unmasked Estep 
Score: -22290472.000000 Penalty: 6119.173828
	Iteration 0F: 3 clusters Score -2.229047e+07 nChanged 109938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114875 members 
Mstep: Class 2 contains 113112 members 
Entering Unmasked Estep 
Score: -22354836.000000 Penalty: 6119.173828
	Iteration 1F: 3 clusters Score -2.235484e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115470 members 
Mstep: Class 2 contains 112517 members 
Entering Unmasked Estep 
Score: -22355534.000000 Penalty: 6119.173828
	Iteration 2Q: 3 clusters Score -2.235553e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116558 members 
Mstep: Class 2 contains 111429 members 
Entering Unmasked Estep 
Score: -22356424.000000 Penalty: 6119.173828
	Iteration 3Q: 3 clusters Score -2.235642e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118360 members 
Mstep: Class 2 contains 109627 members 
Entering Unmasked Estep 
Score: -22357706.000000 Penalty: 6119.173828
	Iteration 4Q: 3 clusters Score -2.235771e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121323 members 
Mstep: Class 2 contains 106664 members 
Entering Unmasked Estep 
Score: -22359870.000000 Penalty: 6119.173828
	Iteration 5Q: 3 clusters Score -2.235987e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125775 members 
Mstep: Class 2 contains 102212 members 
Entering Unmasked Estep 
Score: -22363698.000000 Penalty: 6119.173828
	Iteration 6Q: 3 clusters Score -2.23637e+07 nChanged 11606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132031 members 
Mstep: Class 2 contains 95956 members 
Entering Unmasked Estep 
Score: -22368970.000000 Penalty: 6119.173828
	Iteration 7F: 3 clusters Score -2.236897e+07 nChanged 13609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140254 members 
Mstep: Class 2 contains 87733 members 
Entering Unmasked Estep 
Score: -22376230.000000 Penalty: 6119.173828
	Iteration 8F: 3 clusters Score -2.237623e+07 nChanged 15237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150373 members 
Mstep: Class 2 contains 77614 members 
Entering Unmasked Estep 
Score: -22384932.000000 Penalty: 6119.173828
	Iteration 9F: 3 clusters Score -2.238493e+07 nChanged 15186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161617 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -22394086.000000 Penalty: 6119.173828
	Iteration 10F: 3 clusters Score -2.239409e+07 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172952 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -22401868.000000 Penalty: 6119.173828
	Iteration 11F: 3 clusters Score -2.240187e+07 nChanged 11718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183990 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -22408876.000000 Penalty: 6119.173828
	Iteration 12F: 3 clusters Score -2.240888e+07 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194535 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -22415768.000000 Penalty: 6119.173828
	Iteration 13Q: 3 clusters Score -2.241577e+07 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204150 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -22422396.000000 Penalty: 6119.173828
	Iteration 14Q: 3 clusters Score -2.24224e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212409 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -22428684.000000 Penalty: 6119.173828
	Iteration 15Q: 3 clusters Score -2.242868e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218752 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -22433618.000000 Penalty: 6119.173828
	Iteration 16Q: 3 clusters Score -2.243362e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222887 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -22436954.000000 Penalty: 6119.173828
	Iteration 17Q: 3 clusters Score -2.243695e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225208 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -22438828.000000 Penalty: 6119.173828
	Iteration 18Q: 3 clusters Score -2.243883e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226292 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -22439720.000000 Penalty: 6119.173828
	Iteration 19Q: 3 clusters Score -2.243972e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226761 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -22440088.000000 Penalty: 6119.173828
	Iteration 20F: 3 clusters Score -2.244009e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226980 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -22440348.000000 Penalty: 6119.173828
	Iteration 21Q: 3 clusters Score -2.244035e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227093 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -22440428.000000 Penalty: 6119.173828
	Iteration 22Q: 3 clusters Score -2.244043e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227176 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -22440528.000000 Penalty: 6119.173828
	Iteration 23Q: 3 clusters Score -2.244053e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227213 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -22440586.000000 Penalty: 6119.173828
	Iteration 24Q: 3 clusters Score -2.244059e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227232 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -22440630.000000 Penalty: 6119.173828
	Iteration 25Q: 3 clusters Score -2.244063e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227252 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -22440680.000000 Penalty: 6119.173828
	Iteration 26Q: 3 clusters Score -2.244068e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227252 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -22440674.000000 Penalty: 6119.173828
	Iteration 27Q: 3 clusters Score -2.244067e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227263 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -22440704.000000 Penalty: 6119.173828
	Iteration 28Q: 3 clusters Score -2.24407e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227278 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -22440698.000000 Penalty: 6119.173828
	Iteration 29Q: 3 clusters Score -2.24407e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227295 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -22440726.000000 Penalty: 6119.173828
	Iteration 30Q: 3 clusters Score -2.244073e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227302 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -22440728.000000 Penalty: 6119.173828
	Iteration 31Q: 3 clusters Score -2.244073e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227307 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -22440764.000000 Penalty: 6119.173828
	Iteration 32Q: 3 clusters Score -2.244076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227308 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -22440766.000000 Penalty: 6119.173828
	Iteration 33Q: 3 clusters Score -2.244077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227312 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -22440780.000000 Penalty: 6119.173828
	Iteration 34Q: 3 clusters Score -2.244078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227312 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -22440790.000000 Penalty: 6119.173828
	Iteration 35Q: 3 clusters Score -2.244079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227313 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -22440784.000000 Penalty: 6119.173828
	Iteration 36Q: 3 clusters Score -2.244078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227314 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -22440774.000000 Penalty: 6119.173828
	Iteration 37Q: 3 clusters Score -2.244077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227314 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -22440786.000000 Penalty: 6119.173828
	Iteration 38Q: 3 clusters Score -2.244079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227315 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -22440792.000000 Penalty: 6119.173828
	Iteration 39Q: 3 clusters Score -2.244079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227315 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -22440794.000000 Penalty: 6119.173828
	Iteration 40F: 3 clusters Score -2.244079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227314 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -22440802.000000 Penalty: 6119.173828
	Iteration 41Q: 3 clusters Score -2.24408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227314 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -22440802.000000 Penalty: 6119.173828
	Iteration 42F: 3 clusters Score -2.24408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Entering Unmasked Estep 
Score: -851873.875000 Penalty: 2266.539795
	Iteration 0F: 2 clusters Score -851873.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -844625.250000 Penalty: 4533.079590
	Iteration 0F: 3 clusters Score -844625.2 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -846847.625000 Penalty: 4533.079590
	Iteration 1F: 3 clusters Score -846847.6 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -847415.312500 Penalty: 4533.079590
	Iteration 2F: 3 clusters Score -847415.3 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -848056.812500 Penalty: 4533.079590
	Iteration 3F: 3 clusters Score -848056.8 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -848757.375000 Penalty: 4533.079590
	Iteration 4F: 3 clusters Score -848757.4 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -849507.187500 Penalty: 4533.079590
	Iteration 5F: 3 clusters Score -849507.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -850159.187500 Penalty: 4533.079590
	Iteration 6F: 3 clusters Score -850159.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -850664.812500 Penalty: 4533.079590
	Iteration 7F: 3 clusters Score -850664.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -851013.750000 Penalty: 4533.079590
	Iteration 8Q: 3 clusters Score -851013.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -851259.125000 Penalty: 4533.079590
	Iteration 9Q: 3 clusters Score -851259.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -851413.625000 Penalty: 4533.079590
	Iteration 10Q: 3 clusters Score -851413.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -851481.500000 Penalty: 4533.079590
	Iteration 11Q: 3 clusters Score -851481.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -851526.812500 Penalty: 4533.079590
	Iteration 12Q: 3 clusters Score -851526.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -851546.375000 Penalty: 4533.079590
	Iteration 13Q: 3 clusters Score -851546.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -851555.250000 Penalty: 4533.079590
	Iteration 14Q: 3 clusters Score -851555.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -851559.187500 Penalty: 4533.079590
	Iteration 15Q: 3 clusters Score -851559.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -851563.000000 Penalty: 4533.079590
	Iteration 16Q: 3 clusters Score -851563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -851564.250000 Penalty: 4533.079590
	Iteration 17Q: 3 clusters Score -851564.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -851566.312500 Penalty: 4533.079590
	Iteration 18Q: 3 clusters Score -851566.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -851568.562500 Penalty: 4533.079590
	Iteration 19Q: 3 clusters Score -851568.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -851568.812500 Penalty: 4533.079590
	Iteration 20F: 3 clusters Score -851568.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -851568.937500 Penalty: 4533.079590
	Iteration 21Q: 3 clusters Score -851568.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -851568.937500 Penalty: 4533.079590
	Iteration 22F: 3 clusters Score -851568.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Entering Unmasked Estep 
Score: -925808.687500 Penalty: 2277.554688
	Iteration 0F: 2 clusters Score -925808.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -918333.562500 Penalty: 4555.109375
	Iteration 0F: 3 clusters Score -918333.6 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -920465.937500 Penalty: 4555.109375
	Iteration 1F: 3 clusters Score -920465.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -920770.875000 Penalty: 4555.109375
	Iteration 2F: 3 clusters Score -920770.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -921025.687500 Penalty: 4555.109375
	Iteration 3F: 3 clusters Score -921025.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -921244.250000 Penalty: 4555.109375
	Iteration 4Q: 3 clusters Score -921244.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -921542.687500 Penalty: 4555.109375
	Iteration 5Q: 3 clusters Score -921542.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -921925.125000 Penalty: 4555.109375
	Iteration 6F: 3 clusters Score -921925.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -922494.000000 Penalty: 4555.109375
	Iteration 7F: 3 clusters Score -922494 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -923169.500000 Penalty: 4555.109375
	Iteration 8F: 3 clusters Score -923169.5 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -923796.312500 Penalty: 4555.109375
	Iteration 9F: 3 clusters Score -923796.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -924211.812500 Penalty: 4555.109375
	Iteration 10F: 3 clusters Score -924211.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -924448.812500 Penalty: 4555.109375
	Iteration 11Q: 3 clusters Score -924448.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -924603.125000 Penalty: 4555.109375
	Iteration 12Q: 3 clusters Score -924603.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -924699.250000 Penalty: 4555.109375
	Iteration 13Q: 3 clusters Score -924699.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -924780.812500 Penalty: 4555.109375
	Iteration 14Q: 3 clusters Score -924780.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -924834.375000 Penalty: 4555.109375
	Iteration 15Q: 3 clusters Score -924834.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -924875.000000 Penalty: 4555.109375
	Iteration 16Q: 3 clusters Score -924875 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -924912.062500 Penalty: 4555.109375
	Iteration 17Q: 3 clusters Score -924912.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -924937.250000 Penalty: 4555.109375
	Iteration 18Q: 3 clusters Score -924937.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -924963.562500 Penalty: 4555.109375
	Iteration 19Q: 3 clusters Score -924963.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -924986.812500 Penalty: 4555.109375
	Iteration 20F: 3 clusters Score -924986.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -925000.750000 Penalty: 4555.109375
	Iteration 21Q: 3 clusters Score -925000.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -925022.812500 Penalty: 4555.109375
	Iteration 22Q: 3 clusters Score -925022.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -925037.125000 Penalty: 4555.109375
	Iteration 23Q: 3 clusters Score -925037.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -925052.687500 Penalty: 4555.109375
	Iteration 24Q: 3 clusters Score -925052.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -925063.187500 Penalty: 4555.109375
	Iteration 25Q: 3 clusters Score -925063.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -925073.375000 Penalty: 4555.109375
	Iteration 26Q: 3 clusters Score -925073.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -925082.375000 Penalty: 4555.109375
	Iteration 27Q: 3 clusters Score -925082.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -925092.437500 Penalty: 4555.109375
	Iteration 28Q: 3 clusters Score -925092.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -925103.187500 Penalty: 4555.109375
	Iteration 29Q: 3 clusters Score -925103.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -925115.750000 Penalty: 4555.109375
	Iteration 30Q: 3 clusters Score -925115.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -925130.875000 Penalty: 4555.109375
	Iteration 31Q: 3 clusters Score -925130.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -925146.562500 Penalty: 4555.109375
	Iteration 32Q: 3 clusters Score -925146.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -925157.437500 Penalty: 4555.109375
	Iteration 33Q: 3 clusters Score -925157.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -925162.250000 Penalty: 4555.109375
	Iteration 34Q: 3 clusters Score -925162.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -925164.750000 Penalty: 4555.109375
	Iteration 35Q: 3 clusters Score -925164.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -925166.687500 Penalty: 4555.109375
	Iteration 36Q: 3 clusters Score -925166.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -925167.937500 Penalty: 4555.109375
	Iteration 37Q: 3 clusters Score -925167.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -925168.937500 Penalty: 4555.109375
	Iteration 38Q: 3 clusters Score -925168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -925168.937500 Penalty: 4555.109375
	Iteration 39F: 3 clusters Score -925168.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Entering Unmasked Estep 
Score: -1443156.375000 Penalty: 2398.076172
	Iteration 0F: 2 clusters Score -1443156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1431815.875000 Penalty: 4796.152344
	Iteration 0F: 3 clusters Score -1431816 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1435731.875000 Penalty: 4796.152344
	Iteration 1F: 3 clusters Score -1435732 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1436333.625000 Penalty: 4796.152344
	Iteration 2F: 3 clusters Score -1436334 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1436903.750000 Penalty: 4796.152344
	Iteration 3F: 3 clusters Score -1436904 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1437475.500000 Penalty: 4796.152344
	Iteration 4F: 3 clusters Score -1437476 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1438054.125000 Penalty: 4796.152344
	Iteration 5F: 3 clusters Score -1438054 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1438602.500000 Penalty: 4796.152344
	Iteration 6F: 3 clusters Score -1438602 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1439066.875000 Penalty: 4796.152344
	Iteration 7Q: 3 clusters Score -1439067 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1439370.625000 Penalty: 4796.152344
	Iteration 8Q: 3 clusters Score -1439371 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1439607.625000 Penalty: 4796.152344
	Iteration 9Q: 3 clusters Score -1439608 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1439849.250000 Penalty: 4796.152344
	Iteration 10Q: 3 clusters Score -1439849 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1440139.625000 Penalty: 4796.152344
	Iteration 11Q: 3 clusters Score -1440140 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1440392.625000 Penalty: 4796.152344
	Iteration 12Q: 3 clusters Score -1440393 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1440595.625000 Penalty: 4796.152344
	Iteration 13Q: 3 clusters Score -1440596 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1440746.000000 Penalty: 4796.152344
	Iteration 14Q: 3 clusters Score -1440746 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1440860.125000 Penalty: 4796.152344
	Iteration 15Q: 3 clusters Score -1440860 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1440954.000000 Penalty: 4796.152344
	Iteration 16Q: 3 clusters Score -1440954 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1441047.875000 Penalty: 4796.152344
	Iteration 17Q: 3 clusters Score -1441048 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1441127.250000 Penalty: 4796.152344
	Iteration 18Q: 3 clusters Score -1441127 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1441221.000000 Penalty: 4796.152344
	Iteration 19Q: 3 clusters Score -1441221 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1441311.375000 Penalty: 4796.152344
	Iteration 20F: 3 clusters Score -1441311 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1441392.125000 Penalty: 4796.152344
	Iteration 21Q: 3 clusters Score -1441392 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1441471.375000 Penalty: 4796.152344
	Iteration 22Q: 3 clusters Score -1441471 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1441538.875000 Penalty: 4796.152344
	Iteration 23Q: 3 clusters Score -1441539 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1441591.250000 Penalty: 4796.152344
	Iteration 24Q: 3 clusters Score -1441591 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1441638.625000 Penalty: 4796.152344
	Iteration 25Q: 3 clusters Score -1441639 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1441677.375000 Penalty: 4796.152344
	Iteration 26Q: 3 clusters Score -1441677 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1441711.000000 Penalty: 4796.152344
	Iteration 27Q: 3 clusters Score -1441711 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1441742.000000 Penalty: 4796.152344
	Iteration 28Q: 3 clusters Score -1441742 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1441771.375000 Penalty: 4796.152344
	Iteration 29Q: 3 clusters Score -1441771 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1441810.125000 Penalty: 4796.152344
	Iteration 30Q: 3 clusters Score -1441810 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1441854.125000 Penalty: 4796.152344
	Iteration 31Q: 3 clusters Score -1441854 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1441890.750000 Penalty: 4796.152344
	Iteration 32Q: 3 clusters Score -1441891 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1441924.375000 Penalty: 4796.152344
	Iteration 33Q: 3 clusters Score -1441924 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1441971.875000 Penalty: 4796.152344
	Iteration 34Q: 3 clusters Score -1441972 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1442038.625000 Penalty: 4796.152344
	Iteration 35Q: 3 clusters Score -1442039 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1442103.375000 Penalty: 4796.152344
	Iteration 36Q: 3 clusters Score -1442103 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1442162.125000 Penalty: 4796.152344
	Iteration 37Q: 3 clusters Score -1442162 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1442224.125000 Penalty: 4796.152344
	Iteration 38Q: 3 clusters Score -1442224 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1442303.375000 Penalty: 4796.152344
	Iteration 39Q: 3 clusters Score -1442303 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1442373.750000 Penalty: 4796.152344
	Iteration 40F: 3 clusters Score -1442374 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1442434.125000 Penalty: 4796.152344
	Iteration 41Q: 3 clusters Score -1442434 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1442496.875000 Penalty: 4796.152344
	Iteration 42Q: 3 clusters Score -1442497 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1442550.125000 Penalty: 4796.152344
	Iteration 43Q: 3 clusters Score -1442550 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1442584.375000 Penalty: 4796.152344
	Iteration 44Q: 3 clusters Score -1442584 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1442612.125000 Penalty: 4796.152344
	Iteration 45Q: 3 clusters Score -1442612 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1442632.250000 Penalty: 4796.152344
	Iteration 46Q: 3 clusters Score -1442632 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1442649.625000 Penalty: 4796.152344
	Iteration 47Q: 3 clusters Score -1442650 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1442669.500000 Penalty: 4796.152344
	Iteration 48Q: 3 clusters Score -1442670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1442687.875000 Penalty: 4796.152344
	Iteration 49Q: 3 clusters Score -1442688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1442696.750000 Penalty: 4796.152344
	Iteration 50Q: 3 clusters Score -1442697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1442699.875000 Penalty: 4796.152344
	Iteration 51Q: 3 clusters Score -1442700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1442705.750000 Penalty: 4796.152344
	Iteration 52Q: 3 clusters Score -1442706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1442711.625000 Penalty: 4796.152344
	Iteration 53Q: 3 clusters Score -1442712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1442714.750000 Penalty: 4796.152344
	Iteration 54Q: 3 clusters Score -1442715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1442716.500000 Penalty: 4796.152344
	Iteration 55Q: 3 clusters Score -1442716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1442716.125000 Penalty: 4796.152344
	Iteration 56Q: 3 clusters Score -1442716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1442718.750000 Penalty: 4796.152344
	Iteration 57Q: 3 clusters Score -1442719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1442718.250000 Penalty: 4796.152344
	Iteration 58Q: 3 clusters Score -1442718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1442716.875000 Penalty: 4796.152344
	Iteration 59Q: 3 clusters Score -1442717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1442717.125000 Penalty: 4796.152344
	Iteration 60F: 3 clusters Score -1442717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1442717.125000 Penalty: 4796.152344
	Iteration 61Q: 3 clusters Score -1442717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1442717.125000 Penalty: 4796.152344
	Iteration 62F: 3 clusters Score -1442717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Entering Unmasked Estep 
Score: -492909.500000 Penalty: 2128.997070
	Iteration 0F: 2 clusters Score -492909.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -488174.718750 Penalty: 4257.994141
	Iteration 0F: 3 clusters Score -488174.7 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -489415.093750 Penalty: 4257.994141
	Iteration 1F: 3 clusters Score -489415.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -489727.656250 Penalty: 4257.994141
	Iteration 2F: 3 clusters Score -489727.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -489954.156250 Penalty: 4257.994141
	Iteration 3F: 3 clusters Score -489954.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -490189.437500 Penalty: 4257.994141
	Iteration 4F: 3 clusters Score -490189.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -490385.468750 Penalty: 4257.994141
	Iteration 5F: 3 clusters Score -490385.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -490546.531250 Penalty: 4257.994141
	Iteration 6Q: 3 clusters Score -490546.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -490707.968750 Penalty: 4257.994141
	Iteration 7Q: 3 clusters Score -490708 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -490857.968750 Penalty: 4257.994141
	Iteration 8Q: 3 clusters Score -490858 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -491033.843750 Penalty: 4257.994141
	Iteration 9Q: 3 clusters Score -491033.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -491190.656250 Penalty: 4257.994141
	Iteration 10Q: 3 clusters Score -491190.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -491292.812500 Penalty: 4257.994141
	Iteration 11Q: 3 clusters Score -491292.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -491360.843750 Penalty: 4257.994141
	Iteration 12Q: 3 clusters Score -491360.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -491404.906250 Penalty: 4257.994141
	Iteration 13Q: 3 clusters Score -491404.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -491427.906250 Penalty: 4257.994141
	Iteration 14Q: 3 clusters Score -491427.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -491439.062500 Penalty: 4257.994141
	Iteration 15Q: 3 clusters Score -491439.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -491446.625000 Penalty: 4257.994141
	Iteration 16Q: 3 clusters Score -491446.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -491451.812500 Penalty: 4257.994141
	Iteration 17Q: 3 clusters Score -491451.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -491455.781250 Penalty: 4257.994141
	Iteration 18Q: 3 clusters Score -491455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -491456.937500 Penalty: 4257.994141
	Iteration 19Q: 3 clusters Score -491456.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -491457.281250 Penalty: 4257.994141
	Iteration 20F: 3 clusters Score -491457.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -491459.250000 Penalty: 4257.994141
	Iteration 21Q: 3 clusters Score -491459.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -491462.093750 Penalty: 4257.994141
	Iteration 22Q: 3 clusters Score -491462.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -491463.093750 Penalty: 4257.994141
	Iteration 23Q: 3 clusters Score -491463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -491465.125000 Penalty: 4257.994141
	Iteration 24Q: 3 clusters Score -491465.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -491465.031250 Penalty: 4257.994141
	Iteration 25Q: 3 clusters Score -491465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -491464.781250 Penalty: 4257.994141
	Iteration 26Q: 3 clusters Score -491464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -491466.312500 Penalty: 4257.994141
	Iteration 27Q: 3 clusters Score -491466.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -491466.312500 Penalty: 4257.994141
	Iteration 28F: 3 clusters Score -491466.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Entering Unmasked Estep 
Score: -1119881.875000 Penalty: 2327.596436
	Iteration 0F: 2 clusters Score -1119882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1111050.500000 Penalty: 4655.192871
	Iteration 0F: 3 clusters Score -1111050 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1113905.625000 Penalty: 4655.192871
	Iteration 1F: 3 clusters Score -1113906 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1114468.375000 Penalty: 4655.192871
	Iteration 2F: 3 clusters Score -1114468 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1115194.375000 Penalty: 4655.192871
	Iteration 3F: 3 clusters Score -1115194 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1116102.625000 Penalty: 4655.192871
	Iteration 4F: 3 clusters Score -1116103 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1116861.875000 Penalty: 4655.192871
	Iteration 5F: 3 clusters Score -1116862 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1117388.125000 Penalty: 4655.192871
	Iteration 6F: 3 clusters Score -1117388 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1117798.750000 Penalty: 4655.192871
	Iteration 7F: 3 clusters Score -1117799 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1118069.750000 Penalty: 4655.192871
	Iteration 8Q: 3 clusters Score -1118070 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1118296.625000 Penalty: 4655.192871
	Iteration 9Q: 3 clusters Score -1118297 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1118520.250000 Penalty: 4655.192871
	Iteration 10Q: 3 clusters Score -1118520 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1118765.250000 Penalty: 4655.192871
	Iteration 11Q: 3 clusters Score -1118765 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1119043.750000 Penalty: 4655.192871
	Iteration 12Q: 3 clusters Score -1119044 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1119403.250000 Penalty: 4655.192871
	Iteration 13Q: 3 clusters Score -1119403 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1119680.875000 Penalty: 4655.192871
	Iteration 14Q: 3 clusters Score -1119681 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1119822.625000 Penalty: 4655.192871
	Iteration 15Q: 3 clusters Score -1119823 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1119870.000000 Penalty: 4655.192871
	Iteration 16Q: 3 clusters Score -1119870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1119890.375000 Penalty: 4655.192871
	Iteration 17Q: 3 clusters Score -1119890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1119900.250000 Penalty: 4655.192871
	Iteration 18Q: 3 clusters Score -1119900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1119909.250000 Penalty: 4655.192871
	Iteration 19Q: 3 clusters Score -1119909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1119912.125000 Penalty: 4655.192871
	Iteration 20F: 3 clusters Score -1119912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1119913.875000 Penalty: 4655.192871
	Iteration 21Q: 3 clusters Score -1119914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1119916.000000 Penalty: 4655.192871
	Iteration 22Q: 3 clusters Score -1119916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1119917.000000 Penalty: 4655.192871
	Iteration 23Q: 3 clusters Score -1119917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1119917.625000 Penalty: 4655.192871
	Iteration 24Q: 3 clusters Score -1119918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1119918.375000 Penalty: 4655.192871
	Iteration 25Q: 3 clusters Score -1119918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1119918.375000 Penalty: 4655.192871
	Iteration 26F: 3 clusters Score -1119918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101275 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 223399 members 
Mstep: Class 9 contains 97160 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12242 members 
Mstep: Class 14 contains 305629 members 
Mstep: Class 15 contains 216923 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 62902 members 
Mstep: Class 21 contains 127825 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 2943 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12470 members 
Mstep: Class 32 contains 6932 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 7011 members 
Mstep: Class 35 contains 8461 members 
Mstep: Class 36 contains 7692 members 
Mstep: Class 37 contains 8971 members 
Entering Unmasked Estep 
Score: -157717104.000000 Penalty: 131487.906250
Splitting cluster 29 changes total score from -157718272.000000 to -157717104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (7072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Entering Unmasked Estep 
Score: -656646.187500 Penalty: 2198.246826
	Iteration 0F: 2 clusters Score -656646.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -650813.687500 Penalty: 4396.493652
	Iteration 0F: 3 clusters Score -650813.7 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -652507.375000 Penalty: 4396.493652
	Iteration 1F: 3 clusters Score -652507.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -653002.312500 Penalty: 4396.493652
	Iteration 2F: 3 clusters Score -653002.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -653398.312500 Penalty: 4396.493652
	Iteration 3F: 3 clusters Score -653398.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -653786.812500 Penalty: 4396.493652
	Iteration 4F: 3 clusters Score -653786.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -654154.687500 Penalty: 4396.493652
	Iteration 5F: 3 clusters Score -654154.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -654448.875000 Penalty: 4396.493652
	Iteration 6F: 3 clusters Score -654448.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -654656.437500 Penalty: 4396.493652
	Iteration 7Q: 3 clusters Score -654656.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -654846.750000 Penalty: 4396.493652
	Iteration 8Q: 3 clusters Score -654846.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -655047.625000 Penalty: 4396.493652
	Iteration 9Q: 3 clusters Score -655047.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -655232.562500 Penalty: 4396.493652
	Iteration 10Q: 3 clusters Score -655232.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -655366.062500 Penalty: 4396.493652
	Iteration 11Q: 3 clusters Score -655366.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -655505.187500 Penalty: 4396.493652
	Iteration 12Q: 3 clusters Score -655505.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -655664.312500 Penalty: 4396.493652
	Iteration 13Q: 3 clusters Score -655664.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -655776.000000 Penalty: 4396.493652
	Iteration 14Q: 3 clusters Score -655776 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -655828.750000 Penalty: 4396.493652
	Iteration 15Q: 3 clusters Score -655828.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -655853.437500 Penalty: 4396.493652
	Iteration 16Q: 3 clusters Score -655853.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -655869.562500 Penalty: 4396.493652
	Iteration 17Q: 3 clusters Score -655869.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -655882.875000 Penalty: 4396.493652
	Iteration 18Q: 3 clusters Score -655882.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -655891.312500 Penalty: 4396.493652
	Iteration 19Q: 3 clusters Score -655891.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -655898.500000 Penalty: 4396.493652
	Iteration 20F: 3 clusters Score -655898.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -655904.312500 Penalty: 4396.493652
	Iteration 21Q: 3 clusters Score -655904.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -655909.812500 Penalty: 4396.493652
	Iteration 22Q: 3 clusters Score -655909.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -655910.125000 Penalty: 4396.493652
	Iteration 23Q: 3 clusters Score -655910.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -655911.062500 Penalty: 4396.493652
	Iteration 24Q: 3 clusters Score -655911.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -655911.062500 Penalty: 4396.493652
	Iteration 25F: 3 clusters Score -655911.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Entering Unmasked Estep 
Score: -1168787.125000 Penalty: 2338.907959
	Iteration 0F: 2 clusters Score -1168787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1159516.875000 Penalty: 4677.815918
	Iteration 0F: 3 clusters Score -1159517 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1162320.125000 Penalty: 4677.815918
	Iteration 1F: 3 clusters Score -1162320 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1162634.375000 Penalty: 4677.815918
	Iteration 2F: 3 clusters Score -1162634 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1162860.500000 Penalty: 4677.815918
	Iteration 3Q: 3 clusters Score -1162860 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1163054.125000 Penalty: 4677.815918
	Iteration 4Q: 3 clusters Score -1163054 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1163228.250000 Penalty: 4677.815918
	Iteration 5Q: 3 clusters Score -1163228 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1163377.000000 Penalty: 4677.815918
	Iteration 6Q: 3 clusters Score -1163377 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1163523.875000 Penalty: 4677.815918
	Iteration 7Q: 3 clusters Score -1163524 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1163698.125000 Penalty: 4677.815918
	Iteration 8Q: 3 clusters Score -1163698 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1163874.875000 Penalty: 4677.815918
	Iteration 9Q: 3 clusters Score -1163875 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1164072.375000 Penalty: 4677.815918
	Iteration 10Q: 3 clusters Score -1164072 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1164284.125000 Penalty: 4677.815918
	Iteration 11Q: 3 clusters Score -1164284 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1164517.000000 Penalty: 4677.815918
	Iteration 12Q: 3 clusters Score -1164517 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1164772.375000 Penalty: 4677.815918
	Iteration 13Q: 3 clusters Score -1164772 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1165009.750000 Penalty: 4677.815918
	Iteration 14Q: 3 clusters Score -1165010 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1165259.625000 Penalty: 4677.815918
	Iteration 15Q: 3 clusters Score -1165260 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1165498.375000 Penalty: 4677.815918
	Iteration 16Q: 3 clusters Score -1165498 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1165673.375000 Penalty: 4677.815918
	Iteration 17Q: 3 clusters Score -1165673 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1165814.875000 Penalty: 4677.815918
	Iteration 18Q: 3 clusters Score -1165815 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1165929.125000 Penalty: 4677.815918
	Iteration 19Q: 3 clusters Score -1165929 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1166012.375000 Penalty: 4677.815918
	Iteration 20F: 3 clusters Score -1166012 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1166074.500000 Penalty: 4677.815918
	Iteration 21Q: 3 clusters Score -1166074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1166117.125000 Penalty: 4677.815918
	Iteration 22Q: 3 clusters Score -1166117 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1166155.750000 Penalty: 4677.815918
	Iteration 23Q: 3 clusters Score -1166156 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1166193.625000 Penalty: 4677.815918
	Iteration 24Q: 3 clusters Score -1166194 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1166230.375000 Penalty: 4677.815918
	Iteration 25Q: 3 clusters Score -1166230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1166253.125000 Penalty: 4677.815918
	Iteration 26Q: 3 clusters Score -1166253 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1166273.750000 Penalty: 4677.815918
	Iteration 27Q: 3 clusters Score -1166274 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1166296.000000 Penalty: 4677.815918
	Iteration 28Q: 3 clusters Score -1166296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1166316.000000 Penalty: 4677.815918
	Iteration 29Q: 3 clusters Score -1166316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1166333.875000 Penalty: 4677.815918
	Iteration 30Q: 3 clusters Score -1166334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1166346.875000 Penalty: 4677.815918
	Iteration 31Q: 3 clusters Score -1166347 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1166363.125000 Penalty: 4677.815918
	Iteration 32Q: 3 clusters Score -1166363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1166378.250000 Penalty: 4677.815918
	Iteration 33Q: 3 clusters Score -1166378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1166388.875000 Penalty: 4677.815918
	Iteration 34Q: 3 clusters Score -1166389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1166401.250000 Penalty: 4677.815918
	Iteration 35Q: 3 clusters Score -1166401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1166411.625000 Penalty: 4677.815918
	Iteration 36Q: 3 clusters Score -1166412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1166425.125000 Penalty: 4677.815918
	Iteration 37Q: 3 clusters Score -1166425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1166442.500000 Penalty: 4677.815918
	Iteration 38Q: 3 clusters Score -1166442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1166451.375000 Penalty: 4677.815918
	Iteration 39Q: 3 clusters Score -1166451 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1166460.000000 Penalty: 4677.815918
	Iteration 40F: 3 clusters Score -1166460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1166465.250000 Penalty: 4677.815918
	Iteration 41Q: 3 clusters Score -1166465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1166470.125000 Penalty: 4677.815918
	Iteration 42Q: 3 clusters Score -1166470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1166474.000000 Penalty: 4677.815918
	Iteration 43Q: 3 clusters Score -1166474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1166481.500000 Penalty: 4677.815918
	Iteration 44Q: 3 clusters Score -1166482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1166485.625000 Penalty: 4677.815918
	Iteration 45Q: 3 clusters Score -1166486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1166495.750000 Penalty: 4677.815918
	Iteration 46Q: 3 clusters Score -1166496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1166503.625000 Penalty: 4677.815918
	Iteration 47Q: 3 clusters Score -1166504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1166513.000000 Penalty: 4677.815918
	Iteration 48Q: 3 clusters Score -1166513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1166521.125000 Penalty: 4677.815918
	Iteration 49Q: 3 clusters Score -1166521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1166530.250000 Penalty: 4677.815918
	Iteration 50Q: 3 clusters Score -1166530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1166542.500000 Penalty: 4677.815918
	Iteration 51Q: 3 clusters Score -1166542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1166555.750000 Penalty: 4677.815918
	Iteration 52Q: 3 clusters Score -1166556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1166567.000000 Penalty: 4677.815918
	Iteration 53Q: 3 clusters Score -1166567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1166580.125000 Penalty: 4677.815918
	Iteration 54Q: 3 clusters Score -1166580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1166590.250000 Penalty: 4677.815918
	Iteration 55Q: 3 clusters Score -1166590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1166596.625000 Penalty: 4677.815918
	Iteration 56Q: 3 clusters Score -1166597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1166611.875000 Penalty: 4677.815918
	Iteration 57Q: 3 clusters Score -1166612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1166617.125000 Penalty: 4677.815918
	Iteration 58Q: 3 clusters Score -1166617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1166623.125000 Penalty: 4677.815918
	Iteration 59Q: 3 clusters Score -1166623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1166630.875000 Penalty: 4677.815918
	Iteration 60F: 3 clusters Score -1166631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1166635.875000 Penalty: 4677.815918
	Iteration 61Q: 3 clusters Score -1166636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1166641.625000 Penalty: 4677.815918
	Iteration 62Q: 3 clusters Score -1166642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1166646.000000 Penalty: 4677.815918
	Iteration 63Q: 3 clusters Score -1166646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1166651.500000 Penalty: 4677.815918
	Iteration 64Q: 3 clusters Score -1166652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1166657.125000 Penalty: 4677.815918
	Iteration 65Q: 3 clusters Score -1166657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1166665.000000 Penalty: 4677.815918
	Iteration 66Q: 3 clusters Score -1166665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1166667.375000 Penalty: 4677.815918
	Iteration 67Q: 3 clusters Score -1166667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1166671.125000 Penalty: 4677.815918
	Iteration 68Q: 3 clusters Score -1166671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1166676.375000 Penalty: 4677.815918
	Iteration 69Q: 3 clusters Score -1166676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1166677.375000 Penalty: 4677.815918
	Iteration 70Q: 3 clusters Score -1166677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1166678.625000 Penalty: 4677.815918
	Iteration 71Q: 3 clusters Score -1166679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1166679.625000 Penalty: 4677.815918
	Iteration 72Q: 3 clusters Score -1166680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1166681.250000 Penalty: 4677.815918
	Iteration 73Q: 3 clusters Score -1166681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1166682.625000 Penalty: 4677.815918
	Iteration 74Q: 3 clusters Score -1166683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1166687.375000 Penalty: 4677.815918
	Iteration 75Q: 3 clusters Score -1166687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1166693.250000 Penalty: 4677.815918
	Iteration 76Q: 3 clusters Score -1166693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1166693.500000 Penalty: 4677.815918
	Iteration 77Q: 3 clusters Score -1166694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1166696.375000 Penalty: 4677.815918
	Iteration 78Q: 3 clusters Score -1166696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1166700.500000 Penalty: 4677.815918
	Iteration 79Q: 3 clusters Score -1166700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1166704.250000 Penalty: 4677.815918
	Iteration 80F: 3 clusters Score -1166704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1166707.250000 Penalty: 4677.815918
	Iteration 81Q: 3 clusters Score -1166707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1166708.250000 Penalty: 4677.815918
	Iteration 82Q: 3 clusters Score -1166708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1166710.750000 Penalty: 4677.815918
	Iteration 83Q: 3 clusters Score -1166711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1166712.250000 Penalty: 4677.815918
	Iteration 84Q: 3 clusters Score -1166712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1166715.500000 Penalty: 4677.815918
	Iteration 85Q: 3 clusters Score -1166716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1166718.125000 Penalty: 4677.815918
	Iteration 86Q: 3 clusters Score -1166718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1166716.000000 Penalty: 4677.815918
	Iteration 87Q: 3 clusters Score -1166716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1166719.250000 Penalty: 4677.815918
	Iteration 88Q: 3 clusters Score -1166719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1166720.625000 Penalty: 4677.815918
	Iteration 89Q: 3 clusters Score -1166721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1166721.375000 Penalty: 4677.815918
	Iteration 90Q: 3 clusters Score -1166721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1166721.750000 Penalty: 4677.815918
	Iteration 91Q: 3 clusters Score -1166722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1166723.750000 Penalty: 4677.815918
	Iteration 92Q: 3 clusters Score -1166724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1166725.500000 Penalty: 4677.815918
	Iteration 93Q: 3 clusters Score -1166726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1166725.250000 Penalty: 4677.815918
	Iteration 94Q: 3 clusters Score -1166725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1166730.625000 Penalty: 4677.815918
	Iteration 95Q: 3 clusters Score -1166731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1166731.375000 Penalty: 4677.815918
	Iteration 96Q: 3 clusters Score -1166731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1166729.750000 Penalty: 4677.815918
	Iteration 97Q: 3 clusters Score -1166730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1166732.000000 Penalty: 4677.815918
	Iteration 98Q: 3 clusters Score -1166732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1166734.125000 Penalty: 4677.815918
	Iteration 99Q: 3 clusters Score -1166734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1166734.125000 Penalty: 4677.815918
	Iteration 100F: 3 clusters Score -1166734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1166737.000000 Penalty: 4677.815918
	Iteration 101Q: 3 clusters Score -1166737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1166740.125000 Penalty: 4677.815918
	Iteration 102Q: 3 clusters Score -1166740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1166740.625000 Penalty: 4677.815918
	Iteration 103Q: 3 clusters Score -1166741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1166738.750000 Penalty: 4677.815918
	Iteration 104Q: 3 clusters Score -1166739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1166742.750000 Penalty: 4677.815918
	Iteration 105Q: 3 clusters Score -1166743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1166748.125000 Penalty: 4677.815918
	Iteration 106Q: 3 clusters Score -1166748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1166749.250000 Penalty: 4677.815918
	Iteration 107Q: 3 clusters Score -1166749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1166752.250000 Penalty: 4677.815918
	Iteration 108Q: 3 clusters Score -1166752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1166753.875000 Penalty: 4677.815918
	Iteration 109Q: 3 clusters Score -1166754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1166755.000000 Penalty: 4677.815918
	Iteration 110Q: 3 clusters Score -1166755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1166753.250000 Penalty: 4677.815918
	Iteration 111Q: 3 clusters Score -1166753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1166755.125000 Penalty: 4677.815918
	Iteration 112Q: 3 clusters Score -1166755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1166755.125000 Penalty: 4677.815918
	Iteration 113F: 3 clusters Score -1166755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Entering Unmasked Estep 
Score: -610245.250000 Penalty: 2193.288086
	Iteration 0F: 2 clusters Score -610245.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -604625.750000 Penalty: 4386.576172
	Iteration 0F: 3 clusters Score -604625.8 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -606683.375000 Penalty: 4386.576172
	Iteration 1F: 3 clusters Score -606683.4 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -607522.937500 Penalty: 4386.576172
	Iteration 2F: 3 clusters Score -607522.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -608170.250000 Penalty: 4386.576172
	Iteration 3F: 3 clusters Score -608170.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -608597.062500 Penalty: 4386.576172
	Iteration 4F: 3 clusters Score -608597.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -608926.500000 Penalty: 4386.576172
	Iteration 5F: 3 clusters Score -608926.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -609288.875000 Penalty: 4386.576172
	Iteration 6F: 3 clusters Score -609288.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -609668.750000 Penalty: 4386.576172
	Iteration 7Q: 3 clusters Score -609668.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -609985.812500 Penalty: 4386.576172
	Iteration 8Q: 3 clusters Score -609985.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -610195.000000 Penalty: 4386.576172
	Iteration 9Q: 3 clusters Score -610195 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -610327.250000 Penalty: 4386.576172
	Iteration 10Q: 3 clusters Score -610327.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -610392.625000 Penalty: 4386.576172
	Iteration 11Q: 3 clusters Score -610392.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -610419.875000 Penalty: 4386.576172
	Iteration 12Q: 3 clusters Score -610419.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -610438.562500 Penalty: 4386.576172
	Iteration 13Q: 3 clusters Score -610438.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -610441.812500 Penalty: 4386.576172
	Iteration 14Q: 3 clusters Score -610441.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -610444.562500 Penalty: 4386.576172
	Iteration 15Q: 3 clusters Score -610444.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -610448.500000 Penalty: 4386.576172
	Iteration 16Q: 3 clusters Score -610448.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -610447.875000 Penalty: 4386.576172
	Iteration 17Q: 3 clusters Score -610447.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -610448.875000 Penalty: 4386.576172
	Iteration 18Q: 3 clusters Score -610448.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -610448.875000 Penalty: 4386.576172
	Iteration 19F: 3 clusters Score -610448.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 22460 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 101275 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 223399 members 
Mstep: Class 9 contains 97160 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 12242 members 
Mstep: Class 14 contains 305629 members 
Mstep: Class 15 contains 216923 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 7015 members 
Mstep: Class 20 contains 62902 members 
Mstep: Class 21 contains 127825 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 15553 members 
Mstep: Class 24 contains 227987 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 9737 members 
Mstep: Class 27 contains 15830 members 
Mstep: Class 28 contains 5349 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 7072 members 
Mstep: Class 31 contains 12470 members 
Mstep: Class 32 contains 1492 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 7011 members 
Mstep: Class 35 contains 8461 members 
Mstep: Class 36 contains 7692 members 
Mstep: Class 37 contains 5440 members 
Entering Unmasked Estep 
Score: -157717440.000000 Penalty: 131487.906250
Splitting cluster 32 changes total score from -157718272.000000 to -157717440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (9124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Entering Unmasked Estep 
Score: -852720.125000 Penalty: 2261.428711
	Iteration 0F: 2 clusters Score -852720.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -845600.687500 Penalty: 4522.857422
	Iteration 0F: 3 clusters Score -845600.7 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -847725.187500 Penalty: 4522.857422
	Iteration 1F: 3 clusters Score -847725.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -848032.937500 Penalty: 4522.857422
	Iteration 2F: 3 clusters Score -848032.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -848282.937500 Penalty: 4522.857422
	Iteration 3F: 3 clusters Score -848282.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -848510.187500 Penalty: 4522.857422
	Iteration 4Q: 3 clusters Score -848510.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -848691.562500 Penalty: 4522.857422
	Iteration 5Q: 3 clusters Score -848691.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -848843.625000 Penalty: 4522.857422
	Iteration 6Q: 3 clusters Score -848843.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -849015.187500 Penalty: 4522.857422
	Iteration 7Q: 3 clusters Score -849015.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -849214.312500 Penalty: 4522.857422
	Iteration 8Q: 3 clusters Score -849214.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -849391.187500 Penalty: 4522.857422
	Iteration 9Q: 3 clusters Score -849391.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -849563.937500 Penalty: 4522.857422
	Iteration 10Q: 3 clusters Score -849563.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -849725.937500 Penalty: 4522.857422
	Iteration 11Q: 3 clusters Score -849725.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -849864.375000 Penalty: 4522.857422
	Iteration 12Q: 3 clusters Score -849864.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -849982.437500 Penalty: 4522.857422
	Iteration 13Q: 3 clusters Score -849982.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -850069.375000 Penalty: 4522.857422
	Iteration 14Q: 3 clusters Score -850069.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -850146.937500 Penalty: 4522.857422
	Iteration 15Q: 3 clusters Score -850146.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -850211.437500 Penalty: 4522.857422
	Iteration 16Q: 3 clusters Score -850211.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -850267.625000 Penalty: 4522.857422
	Iteration 17Q: 3 clusters Score -850267.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -850320.125000 Penalty: 4522.857422
	Iteration 18Q: 3 clusters Score -850320.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -850362.250000 Penalty: 4522.857422
	Iteration 19Q: 3 clusters Score -850362.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -850399.437500 Penalty: 4522.857422
	Iteration 20F: 3 clusters Score -850399.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -850431.750000 Penalty: 4522.857422
	Iteration 21Q: 3 clusters Score -850431.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -850471.937500 Penalty: 4522.857422
	Iteration 22Q: 3 clusters Score -850471.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -850496.937500 Penalty: 4522.857422
	Iteration 23Q: 3 clusters Score -850496.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -850519.812500 Penalty: 4522.857422
	Iteration 24Q: 3 clusters Score -850519.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -850531.312500 Penalty: 4522.857422
	Iteration 25Q: 3 clusters Score -850531.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -850540.187500 Penalty: 4522.857422
	Iteration 26Q: 3 clusters Score -850540.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -850555.125000 Penalty: 4522.857422
	Iteration 27Q: 3 clusters Score -850555.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -850573.312500 Penalty: 4522.857422
	Iteration 28Q: 3 clusters Score -850573.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -850599.000000 Penalty: 4522.857422
	Iteration 29Q: 3 clusters Score -850599 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -850624.500000 Penalty: 4522.857422
	Iteration 30Q: 3 clusters Score -850624.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -850648.312500 Penalty: 4522.857422
	Iteration 31Q: 3 clusters Score -850648.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -850663.500000 Penalty: 4522.857422
	Iteration 32Q: 3 clusters Score -850663.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -850681.687500 Penalty: 4522.857422
	Iteration 33Q: 3 clusters Score -850681.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -850700.000000 Penalty: 4522.857422
	Iteration 34Q: 3 clusters Score -850700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -850714.312500 Penalty: 4522.857422
	Iteration 35Q: 3 clusters Score -850714.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -850728.187500 Penalty: 4522.857422
	Iteration 36Q: 3 clusters Score -850728.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -850734.125000 Penalty: 4522.857422
	Iteration 37Q: 3 clusters Score -850734.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -850743.187500 Penalty: 4522.857422
	Iteration 38Q: 3 clusters Score -850743.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -850754.687500 Penalty: 4522.857422
	Iteration 39Q: 3 clusters Score -850754.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -850766.187500 Penalty: 4522.857422
	Iteration 40F: 3 clusters Score -850766.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -850777.125000 Penalty: 4522.857422
	Iteration 41Q: 3 clusters Score -850777.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -850782.187500 Penalty: 4522.857422
	Iteration 42Q: 3 clusters Score -850782.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -850787.062500 Penalty: 4522.857422
	Iteration 43Q: 3 clusters Score -850787.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -850792.750000 Penalty: 4522.857422
	Iteration 44Q: 3 clusters Score -850792.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -850795.750000 Penalty: 4522.857422
	Iteration 45Q: 3 clusters Score -850795.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -850796.937500 Penalty: 4522.857422
	Iteration 46Q: 3 clusters Score -850796.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -850802.375000 Penalty: 4522.857422
	Iteration 47Q: 3 clusters Score -850802.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -850805.437500 Penalty: 4522.857422
	Iteration 48Q: 3 clusters Score -850805.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -850811.625000 Penalty: 4522.857422
	Iteration 49Q: 3 clusters Score -850811.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -850814.375000 Penalty: 4522.857422
	Iteration 50Q: 3 clusters Score -850814.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -850822.000000 Penalty: 4522.857422
	Iteration 51Q: 3 clusters Score -850822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -850828.375000 Penalty: 4522.857422
	Iteration 52Q: 3 clusters Score -850828.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -850832.812500 Penalty: 4522.857422
	Iteration 53Q: 3 clusters Score -850832.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -850837.875000 Penalty: 4522.857422
	Iteration 54Q: 3 clusters Score -850837.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -850842.812500 Penalty: 4522.857422
	Iteration 55Q: 3 clusters Score -850842.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -850844.875000 Penalty: 4522.857422
	Iteration 56Q: 3 clusters Score -850844.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -850846.812500 Penalty: 4522.857422
	Iteration 57Q: 3 clusters Score -850846.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -850847.812500 Penalty: 4522.857422
	Iteration 58Q: 3 clusters Score -850847.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -850851.062500 Penalty: 4522.857422
	Iteration 59Q: 3 clusters Score -850851.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -850854.937500 Penalty: 4522.857422
	Iteration 60F: 3 clusters Score -850854.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -850857.187500 Penalty: 4522.857422
	Iteration 61Q: 3 clusters Score -850857.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -850860.187500 Penalty: 4522.857422
	Iteration 62Q: 3 clusters Score -850860.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -850861.625000 Penalty: 4522.857422
	Iteration 63Q: 3 clusters Score -850861.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -850864.812500 Penalty: 4522.857422
	Iteration 64Q: 3 clusters Score -850864.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -850868.000000 Penalty: 4522.857422
	Iteration 65Q: 3 clusters Score -850868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -850871.937500 Penalty: 4522.857422
	Iteration 66Q: 3 clusters Score -850871.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -850876.875000 Penalty: 4522.857422
	Iteration 67Q: 3 clusters Score -850876.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -850878.000000 Penalty: 4522.857422
	Iteration 68Q: 3 clusters Score -850878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -850880.812500 Penalty: 4522.857422
	Iteration 69Q: 3 clusters Score -850880.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -850880.812500 Penalty: 4522.857422
	Iteration 70Q: 3 clusters Score -850880.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -850881.562500 Penalty: 4522.857422
	Iteration 71Q: 3 clusters Score -850881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -850882.312500 Penalty: 4522.857422
	Iteration 72Q: 3 clusters Score -850882.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -850883.375000 Penalty: 4522.857422
	Iteration 73Q: 3 clusters Score -850883.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -850882.687500 Penalty: 4522.857422
	Iteration 74Q: 3 clusters Score -850882.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -850885.562500 Penalty: 4522.857422
	Iteration 75Q: 3 clusters Score -850885.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -850885.750000 Penalty: 4522.857422
	Iteration 76Q: 3 clusters Score -850885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -850885.000000 Penalty: 4522.857422
	Iteration 77Q: 3 clusters Score -850885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -850885.625000 Penalty: 4522.857422
	Iteration 78Q: 3 clusters Score -850885.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -850885.125000 Penalty: 4522.857422
	Iteration 79Q: 3 clusters Score -850885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -850885.937500 Penalty: 4522.857422
	Iteration 80F: 3 clusters Score -850885.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Entering Unmasked Estep 
Score: -662477.437500 Penalty: 2196.098633
	Iteration 0F: 2 clusters Score -662477.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -656743.187500 Penalty: 4392.197266
	Iteration 0F: 3 clusters Score -656743.2 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -658243.312500 Penalty: 4392.197266
	Iteration 1F: 3 clusters Score -658243.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -658468.062500 Penalty: 4392.197266
	Iteration 2F: 3 clusters Score -658468.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -658597.750000 Penalty: 4392.197266
	Iteration 3Q: 3 clusters Score -658597.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -658711.625000 Penalty: 4392.197266
	Iteration 4Q: 3 clusters Score -658711.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -658816.250000 Penalty: 4392.197266
	Iteration 5Q: 3 clusters Score -658816.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -658902.875000 Penalty: 4392.197266
	Iteration 6Q: 3 clusters Score -658902.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -658986.875000 Penalty: 4392.197266
	Iteration 7Q: 3 clusters Score -658986.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -659073.250000 Penalty: 4392.197266
	Iteration 8Q: 3 clusters Score -659073.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -659161.937500 Penalty: 4392.197266
	Iteration 9Q: 3 clusters Score -659161.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -659259.062500 Penalty: 4392.197266
	Iteration 10Q: 3 clusters Score -659259.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -659366.187500 Penalty: 4392.197266
	Iteration 11Q: 3 clusters Score -659366.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -659446.562500 Penalty: 4392.197266
	Iteration 12Q: 3 clusters Score -659446.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -659521.062500 Penalty: 4392.197266
	Iteration 13Q: 3 clusters Score -659521.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -659612.312500 Penalty: 4392.197266
	Iteration 14Q: 3 clusters Score -659612.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -659712.750000 Penalty: 4392.197266
	Iteration 15Q: 3 clusters Score -659712.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -659815.875000 Penalty: 4392.197266
	Iteration 16Q: 3 clusters Score -659815.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -659903.937500 Penalty: 4392.197266
	Iteration 17Q: 3 clusters Score -659903.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -659985.187500 Penalty: 4392.197266
	Iteration 18Q: 3 clusters Score -659985.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -660044.437500 Penalty: 4392.197266
	Iteration 19Q: 3 clusters Score -660044.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -660088.687500 Penalty: 4392.197266
	Iteration 20F: 3 clusters Score -660088.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -660126.062500 Penalty: 4392.197266
	Iteration 21Q: 3 clusters Score -660126.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -660159.937500 Penalty: 4392.197266
	Iteration 22Q: 3 clusters Score -660159.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -660182.562500 Penalty: 4392.197266
	Iteration 23Q: 3 clusters Score -660182.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -660211.062500 Penalty: 4392.197266
	Iteration 24Q: 3 clusters Score -660211.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -660235.062500 Penalty: 4392.197266
	Iteration 25Q: 3 clusters Score -660235.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -660247.125000 Penalty: 4392.197266
	Iteration 26Q: 3 clusters Score -660247.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -660263.062500 Penalty: 4392.197266
	Iteration 27Q: 3 clusters Score -660263.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -660275.187500 Penalty: 4392.197266
	Iteration 28Q: 3 clusters Score -660275.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -660285.375000 Penalty: 4392.197266
	Iteration 29Q: 3 clusters Score -660285.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -660292.937500 Penalty: 4392.197266
	Iteration 30Q: 3 clusters Score -660292.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -660299.875000 Penalty: 4392.197266
	Iteration 31Q: 3 clusters Score -660299.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -660307.687500 Penalty: 4392.197266
	Iteration 32Q: 3 clusters Score -660307.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -660311.250000 Penalty: 4392.197266
	Iteration 33Q: 3 clusters Score -660311.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -660316.625000 Penalty: 4392.197266
	Iteration 34Q: 3 clusters Score -660316.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -660320.937500 Penalty: 4392.197266
	Iteration 35Q: 3 clusters Score -660320.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -660326.937500 Penalty: 4392.197266
	Iteration 36Q: 3 clusters Score -660326.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -660329.625000 Penalty: 4392.197266
	Iteration 37Q: 3 clusters Score -660329.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -660336.375000 Penalty: 4392.197266
	Iteration 38Q: 3 clusters Score -660336.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -660338.375000 Penalty: 4392.197266
	Iteration 39Q: 3 clusters Score -660338.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -660339.812500 Penalty: 4392.197266
	Iteration 40F: 3 clusters Score -660339.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -660342.437500 Penalty: 4392.197266
	Iteration 41Q: 3 clusters Score -660342.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -660344.000000 Penalty: 4392.197266
	Iteration 42Q: 3 clusters Score -660344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -660347.687500 Penalty: 4392.197266
	Iteration 43Q: 3 clusters Score -660347.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -660346.437500 Penalty: 4392.197266
	Iteration 44Q: 3 clusters Score -660346.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -660349.500000 Penalty: 4392.197266
	Iteration 45Q: 3 clusters Score -660349.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -660349.750000 Penalty: 4392.197266
	Iteration 46Q: 3 clusters Score -660349.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -660352.875000 Penalty: 4392.197266
	Iteration 47Q: 3 clusters Score -660352.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -660353.875000 Penalty: 4392.197266
	Iteration 48Q: 3 clusters Score -660353.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -660355.750000 Penalty: 4392.197266
	Iteration 49Q: 3 clusters Score -660355.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -660359.687500 Penalty: 4392.197266
	Iteration 50Q: 3 clusters Score -660359.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -660363.312500 Penalty: 4392.197266
	Iteration 51Q: 3 clusters Score -660363.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -660366.312500 Penalty: 4392.197266
	Iteration 52Q: 3 clusters Score -660366.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -660367.312500 Penalty: 4392.197266
	Iteration 53Q: 3 clusters Score -660367.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -660373.000000 Penalty: 4392.197266
	Iteration 54Q: 3 clusters Score -660373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -660374.875000 Penalty: 4392.197266
	Iteration 55Q: 3 clusters Score -660374.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -660377.062500 Penalty: 4392.197266
	Iteration 56Q: 3 clusters Score -660377.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -660377.500000 Penalty: 4392.197266
	Iteration 57Q: 3 clusters Score -660377.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -660380.687500 Penalty: 4392.197266
	Iteration 58Q: 3 clusters Score -660380.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -660382.062500 Penalty: 4392.197266
	Iteration 59Q: 3 clusters Score -660382.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -660383.375000 Penalty: 4392.197266
	Iteration 60F: 3 clusters Score -660383.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -660386.250000 Penalty: 4392.197266
	Iteration 61Q: 3 clusters Score -660386.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -660389.562500 Penalty: 4392.197266
	Iteration 62Q: 3 clusters Score -660389.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -660393.687500 Penalty: 4392.197266
	Iteration 63Q: 3 clusters Score -660393.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -660396.500000 Penalty: 4392.197266
	Iteration 64Q: 3 clusters Score -660396.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -660399.687500 Penalty: 4392.197266
	Iteration 65Q: 3 clusters Score -660399.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -660401.312500 Penalty: 4392.197266
	Iteration 66Q: 3 clusters Score -660401.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -660403.687500 Penalty: 4392.197266
	Iteration 67Q: 3 clusters Score -660403.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -660406.375000 Penalty: 4392.197266
	Iteration 68Q: 3 clusters Score -660406.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -660407.312500 Penalty: 4392.197266
	Iteration 69Q: 3 clusters Score -660407.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -660409.000000 Penalty: 4392.197266
	Iteration 70Q: 3 clusters Score -660409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -660409.625000 Penalty: 4392.197266
	Iteration 71Q: 3 clusters Score -660409.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -660412.375000 Penalty: 4392.197266
	Iteration 72Q: 3 clusters Score -660412.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -660413.187500 Penalty: 4392.197266
	Iteration 73Q: 3 clusters Score -660413.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -660416.625000 Penalty: 4392.197266
	Iteration 74Q: 3 clusters Score -660416.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -660419.250000 Penalty: 4392.197266
	Iteration 75Q: 3 clusters Score -660419.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -660420.875000 Penalty: 4392.197266
	Iteration 76Q: 3 clusters Score -660420.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -660421.437500 Penalty: 4392.197266
	Iteration 77Q: 3 clusters Score -660421.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -660423.125000 Penalty: 4392.197266
	Iteration 78Q: 3 clusters Score -660423.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -660423.437500 Penalty: 4392.197266
	Iteration 79Q: 3 clusters Score -660423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -660424.500000 Penalty: 4392.197266
	Iteration 80F: 3 clusters Score -660424.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -660423.687500 Penalty: 4392.197266
	Iteration 81Q: 3 clusters Score -660423.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -660424.437500 Penalty: 4392.197266
	Iteration 82Q: 3 clusters Score -660424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -660424.125000 Penalty: 4392.197266
	Iteration 83Q: 3 clusters Score -660424.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -660424.812500 Penalty: 4392.197266
	Iteration 84Q: 3 clusters Score -660424.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -660425.687500 Penalty: 4392.197266
	Iteration 85Q: 3 clusters Score -660425.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -660425.687500 Penalty: 4392.197266
	Iteration 86F: 3 clusters Score -660425.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Entering Unmasked Estep 
Score: -799322.687500 Penalty: 2242.719238
	Iteration 0F: 2 clusters Score -799322.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -792612.000000 Penalty: 4485.438477
	Iteration 0F: 3 clusters Score -792612 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -794504.312500 Penalty: 4485.438477
	Iteration 1F: 3 clusters Score -794504.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -794744.187500 Penalty: 4485.438477
	Iteration 2F: 3 clusters Score -794744.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -794908.562500 Penalty: 4485.438477
	Iteration 3Q: 3 clusters Score -794908.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -795039.875000 Penalty: 4485.438477
	Iteration 4Q: 3 clusters Score -795039.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -795133.125000 Penalty: 4485.438477
	Iteration 5Q: 3 clusters Score -795133.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -795237.000000 Penalty: 4485.438477
	Iteration 6Q: 3 clusters Score -795237 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -795329.062500 Penalty: 4485.438477
	Iteration 7Q: 3 clusters Score -795329.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -795403.812500 Penalty: 4485.438477
	Iteration 8Q: 3 clusters Score -795403.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -795468.562500 Penalty: 4485.438477
	Iteration 9Q: 3 clusters Score -795468.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -795532.062500 Penalty: 4485.438477
	Iteration 10Q: 3 clusters Score -795532.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -795598.750000 Penalty: 4485.438477
	Iteration 11Q: 3 clusters Score -795598.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -795670.875000 Penalty: 4485.438477
	Iteration 12Q: 3 clusters Score -795670.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -795747.750000 Penalty: 4485.438477
	Iteration 13Q: 3 clusters Score -795747.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -795849.625000 Penalty: 4485.438477
	Iteration 14Q: 3 clusters Score -795849.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -795987.750000 Penalty: 4485.438477
	Iteration 15Q: 3 clusters Score -795987.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -796141.937500 Penalty: 4485.438477
	Iteration 16Q: 3 clusters Score -796141.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -796305.625000 Penalty: 4485.438477
	Iteration 17Q: 3 clusters Score -796305.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -796437.500000 Penalty: 4485.438477
	Iteration 18Q: 3 clusters Score -796437.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -796583.562500 Penalty: 4485.438477
	Iteration 19Q: 3 clusters Score -796583.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -796720.437500 Penalty: 4485.438477
	Iteration 20F: 3 clusters Score -796720.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -796827.062500 Penalty: 4485.438477
	Iteration 21Q: 3 clusters Score -796827.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -796914.000000 Penalty: 4485.438477
	Iteration 22Q: 3 clusters Score -796914 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -796992.937500 Penalty: 4485.438477
	Iteration 23Q: 3 clusters Score -796992.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -797070.187500 Penalty: 4485.438477
	Iteration 24Q: 3 clusters Score -797070.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -797134.312500 Penalty: 4485.438477
	Iteration 25Q: 3 clusters Score -797134.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -797182.437500 Penalty: 4485.438477
	Iteration 26Q: 3 clusters Score -797182.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -797214.812500 Penalty: 4485.438477
	Iteration 27Q: 3 clusters Score -797214.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -797248.187500 Penalty: 4485.438477
	Iteration 28Q: 3 clusters Score -797248.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -797279.062500 Penalty: 4485.438477
	Iteration 29Q: 3 clusters Score -797279.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -797294.312500 Penalty: 4485.438477
	Iteration 30Q: 3 clusters Score -797294.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -797305.375000 Penalty: 4485.438477
	Iteration 31Q: 3 clusters Score -797305.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -797314.187500 Penalty: 4485.438477
	Iteration 32Q: 3 clusters Score -797314.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -797327.875000 Penalty: 4485.438477
	Iteration 33Q: 3 clusters Score -797327.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -797332.437500 Penalty: 4485.438477
	Iteration 34Q: 3 clusters Score -797332.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -797340.562500 Penalty: 4485.438477
	Iteration 35Q: 3 clusters Score -797340.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -797347.562500 Penalty: 4485.438477
	Iteration 36Q: 3 clusters Score -797347.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -797357.000000 Penalty: 4485.438477
	Iteration 37Q: 3 clusters Score -797357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -797362.312500 Penalty: 4485.438477
	Iteration 38Q: 3 clusters Score -797362.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -797366.500000 Penalty: 4485.438477
	Iteration 39Q: 3 clusters Score -797366.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -797368.812500 Penalty: 4485.438477
	Iteration 40F: 3 clusters Score -797368.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -797372.437500 Penalty: 4485.438477
	Iteration 41Q: 3 clusters Score -797372.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -797375.000000 Penalty: 4485.438477
	Iteration 42Q: 3 clusters Score -797375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -797378.937500 Penalty: 4485.438477
	Iteration 43Q: 3 clusters Score -797378.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -797381.000000 Penalty: 4485.438477
	Iteration 44Q: 3 clusters Score -797381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -797383.000000 Penalty: 4485.438477
	Iteration 45Q: 3 clusters Score -797383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -797384.437500 Penalty: 4485.438477
	Iteration 46Q: 3 clusters Score -797384.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -797388.375000 Penalty: 4485.438477
	Iteration 47Q: 3 clusters Score -797388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -797390.312500 Penalty: 4485.438477
	Iteration 48Q: 3 clusters Score -797390.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -797389.812500 Penalty: 4485.438477
	Iteration 49Q: 3 clusters Score -797389.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -797389.812500 Penalty: 4485.438477
	Iteration 50F: 3 clusters Score -797389.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Entering Unmasked Estep 
Score: -713005.812500 Penalty: 2219.088135
	Iteration 0F: 2 clusters Score -713005.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -706859.000000 Penalty: 4438.176270
	Iteration 0F: 3 clusters Score -706859 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -708522.687500 Penalty: 4438.176270
	Iteration 1F: 3 clusters Score -708522.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -708835.125000 Penalty: 4438.176270
	Iteration 2F: 3 clusters Score -708835.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -709082.125000 Penalty: 4438.176270
	Iteration 3F: 3 clusters Score -709082.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -709287.812500 Penalty: 4438.176270
	Iteration 4Q: 3 clusters Score -709287.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -709445.312500 Penalty: 4438.176270
	Iteration 5Q: 3 clusters Score -709445.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -709588.750000 Penalty: 4438.176270
	Iteration 6Q: 3 clusters Score -709588.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -709732.125000 Penalty: 4438.176270
	Iteration 7Q: 3 clusters Score -709732.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -709869.062500 Penalty: 4438.176270
	Iteration 8Q: 3 clusters Score -709869.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -710015.375000 Penalty: 4438.176270
	Iteration 9Q: 3 clusters Score -710015.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -710164.062500 Penalty: 4438.176270
	Iteration 10Q: 3 clusters Score -710164.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -710302.312500 Penalty: 4438.176270
	Iteration 11Q: 3 clusters Score -710302.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -710426.250000 Penalty: 4438.176270
	Iteration 12Q: 3 clusters Score -710426.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -710551.250000 Penalty: 4438.176270
	Iteration 13Q: 3 clusters Score -710551.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -710671.312500 Penalty: 4438.176270
	Iteration 14Q: 3 clusters Score -710671.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -710780.562500 Penalty: 4438.176270
	Iteration 15Q: 3 clusters Score -710780.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -710853.625000 Penalty: 4438.176270
	Iteration 16Q: 3 clusters Score -710853.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -710932.937500 Penalty: 4438.176270
	Iteration 17Q: 3 clusters Score -710932.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -710994.125000 Penalty: 4438.176270
	Iteration 18Q: 3 clusters Score -710994.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -711039.562500 Penalty: 4438.176270
	Iteration 19Q: 3 clusters Score -711039.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -711071.125000 Penalty: 4438.176270
	Iteration 20F: 3 clusters Score -711071.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -711099.000000 Penalty: 4438.176270
	Iteration 21Q: 3 clusters Score -711099 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -711130.687500 Penalty: 4438.176270
	Iteration 22Q: 3 clusters Score -711130.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -711154.562500 Penalty: 4438.176270
	Iteration 23Q: 3 clusters Score -711154.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -711172.187500 Penalty: 4438.176270
	Iteration 24Q: 3 clusters Score -711172.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -711188.125000 Penalty: 4438.176270
	Iteration 25Q: 3 clusters Score -711188.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -711202.625000 Penalty: 4438.176270
	Iteration 26Q: 3 clusters Score -711202.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -711221.750000 Penalty: 4438.176270
	Iteration 27Q: 3 clusters Score -711221.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -711237.000000 Penalty: 4438.176270
	Iteration 28Q: 3 clusters Score -711237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -711248.375000 Penalty: 4438.176270
	Iteration 29Q: 3 clusters Score -711248.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -711259.812500 Penalty: 4438.176270
	Iteration 30Q: 3 clusters Score -711259.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -711264.875000 Penalty: 4438.176270
	Iteration 31Q: 3 clusters Score -711264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -711266.625000 Penalty: 4438.176270
	Iteration 32Q: 3 clusters Score -711266.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -711268.437500 Penalty: 4438.176270
	Iteration 33Q: 3 clusters Score -711268.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -711268.437500 Penalty: 4438.176270
	Iteration 34F: 3 clusters Score -711268.4 nChanged 0
21->37 Clusters: Score -157718272.000000, best is -157700416.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 1672023 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79278 members 
Mstep: Class 2 contains 79335 members 
Mstep: Class 3 contains 79524 members 
Mstep: Class 4 contains 79884 members 
Mstep: Class 5 contains 79424 members 
Mstep: Class 6 contains 79695 members 
Mstep: Class 7 contains 79555 members 
Mstep: Class 8 contains 80220 members 
Mstep: Class 9 contains 79534 members 
Mstep: Class 10 contains 80012 members 
Mstep: Class 11 contains 79448 members 
Mstep: Class 12 contains 79469 members 
Mstep: Class 13 contains 79327 members 
Mstep: Class 14 contains 79508 members 
Mstep: Class 15 contains 80183 members 
Mstep: Class 16 contains 79775 members 
Mstep: Class 17 contains 79565 members 
Mstep: Class 18 contains 79571 members 
Mstep: Class 19 contains 79293 members 
Mstep: Class 20 contains 79609 members 
Mstep: Class 21 contains 79814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1694.050049 but Gain 3553.726562
Score: -149118512.000000 Penalty: 71074.546875
Iteration 0F: 21 clusters Score -1.491185e+08 nChanged 1583510
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 227683 members 
Mstep: Class 2 contains 99528 members 
Mstep: Class 3 contains 83502 members 
Mstep: Class 4 contains 72665 members 
Mstep: Class 5 contains 66090 members 
Mstep: Class 6 contains 75447 members 
Mstep: Class 7 contains 79275 members 
Mstep: Class 8 contains 83969 members 
Mstep: Class 9 contains 65863 members 
Mstep: Class 10 contains 96770 members 
Mstep: Class 11 contains 66696 members 
Mstep: Class 12 contains 84557 members 
Mstep: Class 13 contains 56300 members 
Mstep: Class 14 contains 79576 members 
Mstep: Class 15 contains 84985 members 
Mstep: Class 16 contains 56983 members 
Mstep: Class 18 contains 65522 members 
Mstep: Class 19 contains 61079 members 
Mstep: Class 20 contains 81656 members 
Mstep: Class 21 contains 83796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153163472.000000 Penalty: 71074.546875
Iteration 1F: 21 clusters Score -1.531635e+08 nChanged 588872
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 242983 members 
Mstep: Class 2 contains 99558 members 
Mstep: Class 3 contains 95533 members 
Mstep: Class 4 contains 66519 members 
Mstep: Class 5 contains 65966 members 
Mstep: Class 6 contains 84766 members 
Mstep: Class 7 contains 83236 members 
Mstep: Class 8 contains 65323 members 
Mstep: Class 9 contains 67791 members 
Mstep: Class 10 contains 92450 members 
Mstep: Class 11 contains 72039 members 
Mstep: Class 12 contains 120008 members 
Mstep: Class 13 contains 37409 members 
Mstep: Class 14 contains 90720 members 
Mstep: Class 15 contains 90202 members 
Mstep: Class 16 contains 39640 members 
Mstep: Class 18 contains 47204 members 
Mstep: Class 19 contains 58053 members 
Mstep: Class 20 contains 85631 members 
Mstep: Class 21 contains 66959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154452384.000000 Penalty: 71074.546875
Iteration 2F: 21 clusters Score -1.544524e+08 nChanged 498399
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 257715 members 
Mstep: Class 2 contains 101229 members 
Mstep: Class 3 contains 91330 members 
Mstep: Class 4 contains 70505 members 
Mstep: Class 5 contains 71043 members 
Mstep: Class 6 contains 76555 members 
Mstep: Class 7 contains 106716 members 
Mstep: Class 8 contains 56083 members 
Mstep: Class 9 contains 84727 members 
Mstep: Class 10 contains 73400 members 
Mstep: Class 11 contains 75752 members 
Mstep: Class 12 contains 147331 members 
Mstep: Class 13 contains 25980 members 
Mstep: Class 14 contains 82915 members 
Mstep: Class 15 contains 84668 members 
Mstep: Class 16 contains 30504 members 
Mstep: Class 18 contains 39852 members 
Mstep: Class 19 contains 57338 members 
Mstep: Class 20 contains 92204 members 
Mstep: Class 21 contains 46150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155375968.000000 Penalty: 71074.546875
Iteration 3F: 21 clusters Score -1.55376e+08 nChanged 397193
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 254564 members 
Mstep: Class 2 contains 102446 members 
Mstep: Class 3 contains 84488 members 
Mstep: Class 4 contains 77562 members 
Mstep: Class 5 contains 76686 members 
Mstep: Class 6 contains 53695 members 
Mstep: Class 7 contains 125538 members 
Mstep: Class 8 contains 62820 members 
Mstep: Class 9 contains 114437 members 
Mstep: Class 10 contains 64362 members 
Mstep: Class 11 contains 87920 members 
Mstep: Class 12 contains 162703 members 
Mstep: Class 13 contains 18740 members 
Mstep: Class 14 contains 58567 members 
Mstep: Class 15 contains 67207 members 
Mstep: Class 16 contains 24121 members 
Mstep: Class 18 contains 37848 members 
Mstep: Class 19 contains 50347 members 
Mstep: Class 20 contains 110732 members 
Mstep: Class 21 contains 37217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156004064.000000 Penalty: 71074.546875
Iteration 4F: 21 clusters Score -1.560041e+08 nChanged 316435
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 238147 members 
Mstep: Class 2 contains 104934 members 
Mstep: Class 3 contains 83579 members 
Mstep: Class 4 contains 79858 members 
Mstep: Class 5 contains 69522 members 
Mstep: Class 6 contains 35594 members 
Mstep: Class 7 contains 128949 members 
Mstep: Class 8 contains 70556 members 
Mstep: Class 9 contains 150523 members 
Mstep: Class 10 contains 54174 members 
Mstep: Class 11 contains 128081 members 
Mstep: Class 12 contains 161598 members 
Mstep: Class 13 contains 13698 members 
Mstep: Class 14 contains 31002 members 
Mstep: Class 15 contains 58784 members 
Mstep: Class 16 contains 20726 members 
Mstep: Class 18 contains 38330 members 
Mstep: Class 19 contains 35336 members 
Mstep: Class 20 contains 136658 members 
Mstep: Class 21 contains 31950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156395664.000000 Penalty: 71074.546875
Iteration 5F: 21 clusters Score -1.563957e+08 nChanged 247906
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 219592 members 
Mstep: Class 2 contains 113184 members 
Mstep: Class 3 contains 78363 members 
Mstep: Class 4 contains 80526 members 
Mstep: Class 5 contains 57077 members 
Mstep: Class 6 contains 23942 members 
Mstep: Class 7 contains 123147 members 
Mstep: Class 8 contains 73886 members 
Mstep: Class 9 contains 184673 members 
Mstep: Class 10 contains 42400 members 
Mstep: Class 11 contains 167199 members 
Mstep: Class 12 contains 152999 members 
Mstep: Class 13 contains 10043 members 
Mstep: Class 14 contains 14054 members 
Mstep: Class 15 contains 67308 members 
Mstep: Class 16 contains 19089 members 
Mstep: Class 18 contains 39864 members 
Mstep: Class 19 contains 20802 members 
Mstep: Class 20 contains 156291 members 
Mstep: Class 21 contains 27559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156649536.000000 Penalty: 71074.546875
Iteration 6F: 21 clusters Score -1.566495e+08 nChanged 186745
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 201338 members 
Mstep: Class 2 contains 123726 members 
Mstep: Class 3 contains 67816 members 
Mstep: Class 4 contains 80334 members 
Mstep: Class 5 contains 48071 members 
Mstep: Class 6 contains 17245 members 
Mstep: Class 7 contains 117683 members 
Mstep: Class 8 contains 73497 members 
Mstep: Class 9 contains 211627 members 
Mstep: Class 10 contains 34484 members 
Mstep: Class 11 contains 191982 members 
Mstep: Class 12 contains 152856 members 
Mstep: Class 13 contains 7474 members 
Mstep: Class 14 contains 6296 members 
Mstep: Class 15 contains 77107 members 
Mstep: Class 16 contains 18457 members 
Mstep: Class 18 contains 40788 members 
Mstep: Class 19 contains 10961 members 
Mstep: Class 20 contains 163531 members 
Mstep: Class 21 contains 26725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156861184.000000 Penalty: 71074.546875
Iteration 7F: 21 clusters Score -1.568612e+08 nChanged 151881
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 183679 members 
Mstep: Class 2 contains 131646 members 
Mstep: Class 3 contains 56318 members 
Mstep: Class 4 contains 79673 members 
Mstep: Class 5 contains 43373 members 
Mstep: Class 6 contains 13942 members 
Mstep: Class 7 contains 115290 members 
Mstep: Class 8 contains 70754 members 
Mstep: Class 9 contains 225875 members 
Mstep: Class 10 contains 31700 members 
Mstep: Class 11 contains 205736 members 
Mstep: Class 12 contains 174739 members 
Mstep: Class 13 contains 5945 members 
Mstep: Class 14 contains 3215 members 
Mstep: Class 15 contains 84688 members 
Mstep: Class 16 contains 18215 members 
Mstep: Class 18 contains 41097 members 
Mstep: Class 19 contains 5496 members 
Mstep: Class 20 contains 152962 members 
Mstep: Class 21 contains 27654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3070.821045 but Gain 3553.734375
Score: -156997440.000000 Penalty: 67520.812500
Iteration 8F: 20 clusters Score -1.569974e+08 nChanged 129744
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 167281 members 
Mstep: Class 2 contains 137415 members 
Mstep: Class 3 contains 49162 members 
Mstep: Class 4 contains 78721 members 
Mstep: Class 5 contains 40553 members 
Mstep: Class 6 contains 12491 members 
Mstep: Class 7 contains 125957 members 
Mstep: Class 8 contains 68757 members 
Mstep: Class 9 contains 228206 members 
Mstep: Class 10 contains 28882 members 
Mstep: Class 11 contains 213632 members 
Mstep: Class 12 contains 195930 members 
Mstep: Class 13 contains 5417 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 90673 members 
Mstep: Class 16 contains 18013 members 
Mstep: Class 18 contains 40720 members 
Mstep: Class 20 contains 139859 members 
Mstep: Class 21 contains 27829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157108656.000000 Penalty: 67520.812500
Iteration 9F: 20 clusters Score -1.571087e+08 nChanged 111568
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 151511 members 
Mstep: Class 2 contains 140798 members 
Mstep: Class 3 contains 43991 members 
Mstep: Class 4 contains 77459 members 
Mstep: Class 5 contains 37666 members 
Mstep: Class 6 contains 10994 members 
Mstep: Class 7 contains 147897 members 
Mstep: Class 8 contains 68966 members 
Mstep: Class 9 contains 220934 members 
Mstep: Class 10 contains 22402 members 
Mstep: Class 11 contains 218552 members 
Mstep: Class 12 contains 212652 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 2973 members 
Mstep: Class 15 contains 96661 members 
Mstep: Class 16 contains 17876 members 
Mstep: Class 18 contains 39760 members 
Mstep: Class 20 contains 128795 members 
Mstep: Class 21 contains 26368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157202960.000000 Penalty: 67520.812500
Iteration 10F: 20 clusters Score -1.57203e+08 nChanged 100191
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 137304 members 
Mstep: Class 2 contains 142775 members 
Mstep: Class 3 contains 40437 members 
Mstep: Class 4 contains 75786 members 
Mstep: Class 5 contains 34334 members 
Mstep: Class 6 contains 8776 members 
Mstep: Class 7 contains 172574 members 
Mstep: Class 8 contains 72056 members 
Mstep: Class 9 contains 208891 members 
Mstep: Class 10 contains 14727 members 
Mstep: Class 11 contains 221919 members 
Mstep: Class 12 contains 225356 members 
Mstep: Class 13 contains 6668 members 
Mstep: Class 14 contains 4747 members 
Mstep: Class 15 contains 105952 members 
Mstep: Class 16 contains 17799 members 
Mstep: Class 18 contains 38145 members 
Mstep: Class 20 contains 120573 members 
Mstep: Class 21 contains 23179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157296544.000000 Penalty: 67520.812500
Iteration 11F: 20 clusters Score -1.572965e+08 nChanged 88711
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 124867 members 
Mstep: Class 2 contains 143812 members 
Mstep: Class 3 contains 37873 members 
Mstep: Class 4 contains 74008 members 
Mstep: Class 5 contains 30276 members 
Mstep: Class 6 contains 6239 members 
Mstep: Class 7 contains 195818 members 
Mstep: Class 8 contains 76959 members 
Mstep: Class 9 contains 195905 members 
Mstep: Class 10 contains 8175 members 
Mstep: Class 11 contains 224266 members 
Mstep: Class 12 contains 234221 members 
Mstep: Class 13 contains 7827 members 
Mstep: Class 14 contains 7613 members 
Mstep: Class 15 contains 116480 members 
Mstep: Class 16 contains 17795 members 
Mstep: Class 18 contains 35985 members 
Mstep: Class 20 contains 115187 members 
Mstep: Class 21 contains 18693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3131.588135 but Gain 3553.722656
Score: -157377664.000000 Penalty: 63967.089844
Iteration 12F: 19 clusters Score -1.573777e+08 nChanged 74391
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 114747 members 
Mstep: Class 2 contains 144440 members 
Mstep: Class 3 contains 36112 members 
Mstep: Class 4 contains 72634 members 
Mstep: Class 5 contains 25892 members 
Mstep: Class 6 contains 4217 members 
Mstep: Class 7 contains 217097 members 
Mstep: Class 8 contains 81926 members 
Mstep: Class 9 contains 188436 members 
Mstep: Class 11 contains 225780 members 
Mstep: Class 12 contains 239839 members 
Mstep: Class 13 contains 9050 members 
Mstep: Class 14 contains 10544 members 
Mstep: Class 15 contains 123464 members 
Mstep: Class 16 contains 17941 members 
Mstep: Class 18 contains 33925 members 
Mstep: Class 20 contains 112215 members 
Mstep: Class 21 contains 13743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3037.495117 but Gain 3553.726562
Score: -157442112.000000 Penalty: 60413.363281
Iteration 13Q: 18 clusters Score -1.574421e+08 nChanged 53842
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 106979 members 
Mstep: Class 2 contains 145005 members 
Mstep: Class 3 contains 35259 members 
Mstep: Class 4 contains 71628 members 
Mstep: Class 5 contains 22069 members 
Mstep: Class 7 contains 225320 members 
Mstep: Class 8 contains 86327 members 
Mstep: Class 9 contains 188968 members 
Mstep: Class 11 contains 226804 members 
Mstep: Class 12 contains 242886 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12967 members 
Mstep: Class 15 contains 126779 members 
Mstep: Class 16 contains 18168 members 
Mstep: Class 18 contains 32066 members 
Mstep: Class 20 contains 110676 members 
Mstep: Class 21 contains 9801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157475776.000000 Penalty: 60413.363281
Iteration 14Q: 18 clusters Score -1.574758e+08 nChanged 38573
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 100462 members 
Mstep: Class 2 contains 145501 members 
Mstep: Class 3 contains 35227 members 
Mstep: Class 4 contains 70892 members 
Mstep: Class 5 contains 19162 members 
Mstep: Class 7 contains 229389 members 
Mstep: Class 8 contains 90017 members 
Mstep: Class 9 contains 191962 members 
Mstep: Class 11 contains 227399 members 
Mstep: Class 12 contains 244513 members 
Mstep: Class 13 contains 11343 members 
Mstep: Class 14 contains 14935 members 
Mstep: Class 15 contains 125433 members 
Mstep: Class 16 contains 18482 members 
Mstep: Class 18 contains 30422 members 
Mstep: Class 20 contains 109439 members 
Mstep: Class 21 contains 7426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157492464.000000 Penalty: 60413.363281
Iteration 15Q: 18 clusters Score -1.574925e+08 nChanged 29829
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 95147 members 
Mstep: Class 2 contains 145799 members 
Mstep: Class 3 contains 35615 members 
Mstep: Class 4 contains 70362 members 
Mstep: Class 5 contains 17284 members 
Mstep: Class 7 contains 231469 members 
Mstep: Class 8 contains 93215 members 
Mstep: Class 9 contains 195662 members 
Mstep: Class 11 contains 227834 members 
Mstep: Class 12 contains 245288 members 
Mstep: Class 13 contains 12382 members 
Mstep: Class 14 contains 16469 members 
Mstep: Class 15 contains 122762 members 
Mstep: Class 16 contains 18901 members 
Mstep: Class 18 contains 28912 members 
Mstep: Class 20 contains 108321 members 
Mstep: Class 21 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157503984.000000 Penalty: 60413.363281
Iteration 16Q: 18 clusters Score -1.57504e+08 nChanged 23488
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 90951 members 
Mstep: Class 2 contains 146080 members 
Mstep: Class 3 contains 36176 members 
Mstep: Class 4 contains 69938 members 
Mstep: Class 5 contains 16071 members 
Mstep: Class 7 contains 232628 members 
Mstep: Class 8 contains 95852 members 
Mstep: Class 9 contains 199261 members 
Mstep: Class 11 contains 228249 members 
Mstep: Class 12 contains 245473 members 
Mstep: Class 13 contains 13298 members 
Mstep: Class 14 contains 17599 members 
Mstep: Class 15 contains 119517 members 
Mstep: Class 16 contains 19436 members 
Mstep: Class 18 contains 27592 members 
Mstep: Class 20 contains 107416 members 
Mstep: Class 21 contains 6467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157509840.000000 Penalty: 60413.363281
Iteration 17Q: 18 clusters Score -1.575098e+08 nChanged 19123
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 87587 members 
Mstep: Class 2 contains 146391 members 
Mstep: Class 3 contains 36700 members 
Mstep: Class 4 contains 69582 members 
Mstep: Class 5 contains 15288 members 
Mstep: Class 7 contains 233257 members 
Mstep: Class 8 contains 97991 members 
Mstep: Class 9 contains 202776 members 
Mstep: Class 11 contains 228614 members 
Mstep: Class 12 contains 245512 members 
Mstep: Class 13 contains 14135 members 
Mstep: Class 14 contains 18332 members 
Mstep: Class 15 contains 116011 members 
Mstep: Class 16 contains 20046 members 
Mstep: Class 18 contains 26467 members 
Mstep: Class 20 contains 106739 members 
Mstep: Class 21 contains 6575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157515376.000000 Penalty: 60413.363281
Iteration 18Q: 18 clusters Score -1.575154e+08 nChanged 16085
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 85039 members 
Mstep: Class 2 contains 146662 members 
Mstep: Class 3 contains 37202 members 
Mstep: Class 4 contains 69248 members 
Mstep: Class 5 contains 14739 members 
Mstep: Class 7 contains 233620 members 
Mstep: Class 8 contains 99691 members 
Mstep: Class 9 contains 206057 members 
Mstep: Class 11 contains 228894 members 
Mstep: Class 12 contains 245398 members 
Mstep: Class 13 contains 14923 members 
Mstep: Class 14 contains 18857 members 
Mstep: Class 15 contains 112494 members 
Mstep: Class 16 contains 20691 members 
Mstep: Class 18 contains 25544 members 
Mstep: Class 20 contains 106292 members 
Mstep: Class 21 contains 6652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157518928.000000 Penalty: 60413.363281
Iteration 19Q: 18 clusters Score -1.575189e+08 nChanged 13743
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 83092 members 
Mstep: Class 2 contains 146939 members 
Mstep: Class 3 contains 37647 members 
Mstep: Class 4 contains 68931 members 
Mstep: Class 5 contains 14392 members 
Mstep: Class 7 contains 233750 members 
Mstep: Class 8 contains 101005 members 
Mstep: Class 9 contains 209035 members 
Mstep: Class 11 contains 229145 members 
Mstep: Class 12 contains 245283 members 
Mstep: Class 13 contains 15633 members 
Mstep: Class 14 contains 19175 members 
Mstep: Class 15 contains 109074 members 
Mstep: Class 16 contains 21346 members 
Mstep: Class 18 contains 24816 members 
Mstep: Class 20 contains 106016 members 
Mstep: Class 21 contains 6724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157522720.000000 Penalty: 60413.363281
Iteration 20F: 18 clusters Score -1.575227e+08 nChanged 13102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 81026 members 
Mstep: Class 2 contains 146949 members 
Mstep: Class 3 contains 38140 members 
Mstep: Class 4 contains 68601 members 
Mstep: Class 5 contains 14309 members 
Mstep: Class 7 contains 233819 members 
Mstep: Class 8 contains 101922 members 
Mstep: Class 9 contains 211558 members 
Mstep: Class 11 contains 229334 members 
Mstep: Class 12 contains 245188 members 
Mstep: Class 13 contains 16392 members 
Mstep: Class 14 contains 19715 members 
Mstep: Class 15 contains 105960 members 
Mstep: Class 16 contains 21951 members 
Mstep: Class 18 contains 24170 members 
Mstep: Class 20 contains 105858 members 
Mstep: Class 21 contains 7112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157525456.000000 Penalty: 60413.363281
Iteration 21Q: 18 clusters Score -1.575255e+08 nChanged 11990
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 147028 members 
Mstep: Class 3 contains 38601 members 
Mstep: Class 4 contains 68294 members 
Mstep: Class 5 contains 14321 members 
Mstep: Class 7 contains 233810 members 
Mstep: Class 8 contains 102704 members 
Mstep: Class 9 contains 213572 members 
Mstep: Class 11 contains 229474 members 
Mstep: Class 12 contains 245140 members 
Mstep: Class 13 contains 17159 members 
Mstep: Class 14 contains 20117 members 
Mstep: Class 15 contains 103287 members 
Mstep: Class 16 contains 22526 members 
Mstep: Class 18 contains 23596 members 
Mstep: Class 20 contains 105690 members 
Mstep: Class 21 contains 7371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157527136.000000 Penalty: 60413.363281
Iteration 22Q: 18 clusters Score -1.575271e+08 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 147165 members 
Mstep: Class 3 contains 39032 members 
Mstep: Class 4 contains 68012 members 
Mstep: Class 5 contains 14296 members 
Mstep: Class 7 contains 233807 members 
Mstep: Class 8 contains 103290 members 
Mstep: Class 9 contains 215400 members 
Mstep: Class 11 contains 229585 members 
Mstep: Class 12 contains 245104 members 
Mstep: Class 13 contains 17815 members 
Mstep: Class 14 contains 20395 members 
Mstep: Class 15 contains 100777 members 
Mstep: Class 16 contains 23089 members 
Mstep: Class 18 contains 23095 members 
Mstep: Class 20 contains 105634 members 
Mstep: Class 21 contains 7613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157529184.000000 Penalty: 60413.363281
Iteration 23Q: 18 clusters Score -1.575292e+08 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 147413 members 
Mstep: Class 3 contains 39493 members 
Mstep: Class 4 contains 67785 members 
Mstep: Class 5 contains 14300 members 
Mstep: Class 7 contains 233841 members 
Mstep: Class 8 contains 103575 members 
Mstep: Class 9 contains 216849 members 
Mstep: Class 11 contains 229660 members 
Mstep: Class 12 contains 245064 members 
Mstep: Class 13 contains 18506 members 
Mstep: Class 14 contains 20645 members 
Mstep: Class 15 contains 98598 members 
Mstep: Class 16 contains 23573 members 
Mstep: Class 18 contains 22642 members 
Mstep: Class 20 contains 105574 members 
Mstep: Class 21 contains 7871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157531424.000000 Penalty: 60413.363281
Iteration 24Q: 18 clusters Score -1.575314e+08 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 75348 members 
Mstep: Class 2 contains 147588 members 
Mstep: Class 3 contains 40015 members 
Mstep: Class 4 contains 67579 members 
Mstep: Class 5 contains 14344 members 
Mstep: Class 7 contains 233878 members 
Mstep: Class 8 contains 103775 members 
Mstep: Class 9 contains 218144 members 
Mstep: Class 11 contains 229711 members 
Mstep: Class 12 contains 245034 members 
Mstep: Class 13 contains 19178 members 
Mstep: Class 14 contains 20833 members 
Mstep: Class 15 contains 96653 members 
Mstep: Class 16 contains 23978 members 
Mstep: Class 18 contains 22277 members 
Mstep: Class 20 contains 105545 members 
Mstep: Class 21 contains 8125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157533344.000000 Penalty: 60413.363281
Iteration 25Q: 18 clusters Score -1.575333e+08 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 147754 members 
Mstep: Class 3 contains 40583 members 
Mstep: Class 4 contains 67386 members 
Mstep: Class 5 contains 14488 members 
Mstep: Class 7 contains 233937 members 
Mstep: Class 8 contains 103777 members 
Mstep: Class 9 contains 219340 members 
Mstep: Class 11 contains 229716 members 
Mstep: Class 12 contains 245017 members 
Mstep: Class 13 contains 19807 members 
Mstep: Class 14 contains 20949 members 
Mstep: Class 15 contains 94869 members 
Mstep: Class 16 contains 24341 members 
Mstep: Class 18 contains 21953 members 
Mstep: Class 20 contains 105515 members 
Mstep: Class 21 contains 8346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157535584.000000 Penalty: 60413.363281
Iteration 26Q: 18 clusters Score -1.575356e+08 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 147941 members 
Mstep: Class 3 contains 41203 members 
Mstep: Class 4 contains 67213 members 
Mstep: Class 5 contains 14681 members 
Mstep: Class 7 contains 234033 members 
Mstep: Class 8 contains 103615 members 
Mstep: Class 9 contains 220421 members 
Mstep: Class 11 contains 229710 members 
Mstep: Class 12 contains 244992 members 
Mstep: Class 13 contains 20459 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 93226 members 
Mstep: Class 16 contains 24636 members 
Mstep: Class 18 contains 21702 members 
Mstep: Class 20 contains 105458 members 
Mstep: Class 21 contains 8555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157537296.000000 Penalty: 60413.363281
Iteration 27Q: 18 clusters Score -1.575373e+08 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 72028 members 
Mstep: Class 2 contains 148163 members 
Mstep: Class 3 contains 41871 members 
Mstep: Class 4 contains 67053 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 7 contains 234100 members 
Mstep: Class 8 contains 103308 members 
Mstep: Class 9 contains 221553 members 
Mstep: Class 11 contains 229704 members 
Mstep: Class 12 contains 244987 members 
Mstep: Class 13 contains 21072 members 
Mstep: Class 14 contains 21092 members 
Mstep: Class 15 contains 91648 members 
Mstep: Class 16 contains 24914 members 
Mstep: Class 18 contains 21497 members 
Mstep: Class 20 contains 105393 members 
Mstep: Class 21 contains 8739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157539248.000000 Penalty: 60413.363281
Iteration 28Q: 18 clusters Score -1.575392e+08 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 148400 members 
Mstep: Class 3 contains 42595 members 
Mstep: Class 4 contains 66889 members 
Mstep: Class 5 contains 15119 members 
Mstep: Class 7 contains 234138 members 
Mstep: Class 8 contains 102917 members 
Mstep: Class 9 contains 222648 members 
Mstep: Class 11 contains 229701 members 
Mstep: Class 12 contains 244983 members 
Mstep: Class 13 contains 21619 members 
Mstep: Class 14 contains 21134 members 
Mstep: Class 15 contains 90150 members 
Mstep: Class 16 contains 25146 members 
Mstep: Class 18 contains 21309 members 
Mstep: Class 20 contains 105331 members 
Mstep: Class 21 contains 8917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157540544.000000 Penalty: 60413.363281
Iteration 29Q: 18 clusters Score -1.575405e+08 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 70003 members 
Mstep: Class 2 contains 148647 members 
Mstep: Class 3 contains 43317 members 
Mstep: Class 4 contains 66722 members 
Mstep: Class 5 contains 15361 members 
Mstep: Class 7 contains 234237 members 
Mstep: Class 8 contains 102493 members 
Mstep: Class 9 contains 223735 members 
Mstep: Class 11 contains 229657 members 
Mstep: Class 12 contains 244984 members 
Mstep: Class 13 contains 22118 members 
Mstep: Class 14 contains 21159 members 
Mstep: Class 15 contains 88725 members 
Mstep: Class 16 contains 25374 members 
Mstep: Class 18 contains 21130 members 
Mstep: Class 20 contains 105268 members 
Mstep: Class 21 contains 9075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157541920.000000 Penalty: 60413.363281
Iteration 30Q: 18 clusters Score -1.575419e+08 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 69113 members 
Mstep: Class 2 contains 148878 members 
Mstep: Class 3 contains 43917 members 
Mstep: Class 4 contains 66566 members 
Mstep: Class 5 contains 15618 members 
Mstep: Class 7 contains 234329 members 
Mstep: Class 8 contains 102156 members 
Mstep: Class 9 contains 224936 members 
Mstep: Class 11 contains 229622 members 
Mstep: Class 12 contains 244982 members 
Mstep: Class 13 contains 22617 members 
Mstep: Class 14 contains 21178 members 
Mstep: Class 15 contains 87203 members 
Mstep: Class 16 contains 25525 members 
Mstep: Class 18 contains 20979 members 
Mstep: Class 20 contains 105180 members 
Mstep: Class 21 contains 9206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157543152.000000 Penalty: 60413.363281
Iteration 31Q: 18 clusters Score -1.575432e+08 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 68288 members 
Mstep: Class 2 contains 149148 members 
Mstep: Class 3 contains 44417 members 
Mstep: Class 4 contains 66444 members 
Mstep: Class 5 contains 15856 members 
Mstep: Class 7 contains 234387 members 
Mstep: Class 8 contains 101863 members 
Mstep: Class 9 contains 226174 members 
Mstep: Class 11 contains 229587 members 
Mstep: Class 12 contains 244988 members 
Mstep: Class 13 contains 23036 members 
Mstep: Class 14 contains 21211 members 
Mstep: Class 15 contains 85680 members 
Mstep: Class 16 contains 25648 members 
Mstep: Class 18 contains 20848 members 
Mstep: Class 20 contains 105083 members 
Mstep: Class 21 contains 9347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157544112.000000 Penalty: 60413.363281
Iteration 32Q: 18 clusters Score -1.575441e+08 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 149454 members 
Mstep: Class 3 contains 44855 members 
Mstep: Class 4 contains 66360 members 
Mstep: Class 5 contains 16075 members 
Mstep: Class 7 contains 234358 members 
Mstep: Class 8 contains 101645 members 
Mstep: Class 9 contains 227362 members 
Mstep: Class 11 contains 229524 members 
Mstep: Class 12 contains 244981 members 
Mstep: Class 13 contains 23430 members 
Mstep: Class 14 contains 21230 members 
Mstep: Class 15 contains 84226 members 
Mstep: Class 16 contains 25740 members 
Mstep: Class 18 contains 20694 members 
Mstep: Class 20 contains 104983 members 
Mstep: Class 21 contains 9494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157545072.000000 Penalty: 60413.363281
Iteration 33Q: 18 clusters Score -1.575451e+08 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 149755 members 
Mstep: Class 3 contains 45159 members 
Mstep: Class 4 contains 66303 members 
Mstep: Class 5 contains 16328 members 
Mstep: Class 7 contains 234370 members 
Mstep: Class 8 contains 101528 members 
Mstep: Class 9 contains 228620 members 
Mstep: Class 11 contains 229474 members 
Mstep: Class 12 contains 244999 members 
Mstep: Class 13 contains 23745 members 
Mstep: Class 14 contains 21219 members 
Mstep: Class 15 contains 82801 members 
Mstep: Class 16 contains 25782 members 
Mstep: Class 18 contains 20556 members 
Mstep: Class 20 contains 104857 members 
Mstep: Class 21 contains 9600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157545744.000000 Penalty: 60413.363281
Iteration 34Q: 18 clusters Score -1.575457e+08 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 150086 members 
Mstep: Class 3 contains 45351 members 
Mstep: Class 4 contains 66249 members 
Mstep: Class 5 contains 16527 members 
Mstep: Class 7 contains 234352 members 
Mstep: Class 8 contains 101468 members 
Mstep: Class 9 contains 229901 members 
Mstep: Class 11 contains 229422 members 
Mstep: Class 12 contains 245022 members 
Mstep: Class 13 contains 24068 members 
Mstep: Class 14 contains 21208 members 
Mstep: Class 15 contains 81375 members 
Mstep: Class 16 contains 25851 members 
Mstep: Class 18 contains 20424 members 
Mstep: Class 20 contains 104741 members 
Mstep: Class 21 contains 9704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157546704.000000 Penalty: 60413.363281
Iteration 35Q: 18 clusters Score -1.575467e+08 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 65644 members 
Mstep: Class 2 contains 150361 members 
Mstep: Class 3 contains 45457 members 
Mstep: Class 4 contains 66192 members 
Mstep: Class 5 contains 16725 members 
Mstep: Class 7 contains 234318 members 
Mstep: Class 8 contains 101470 members 
Mstep: Class 9 contains 231157 members 
Mstep: Class 11 contains 229401 members 
Mstep: Class 12 contains 245052 members 
Mstep: Class 13 contains 24346 members 
Mstep: Class 14 contains 21223 members 
Mstep: Class 15 contains 79989 members 
Mstep: Class 16 contains 25932 members 
Mstep: Class 18 contains 20288 members 
Mstep: Class 20 contains 104648 members 
Mstep: Class 21 contains 9802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157547440.000000 Penalty: 60413.363281
Iteration 36Q: 18 clusters Score -1.575474e+08 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 150617 members 
Mstep: Class 3 contains 45514 members 
Mstep: Class 4 contains 66153 members 
Mstep: Class 5 contains 16910 members 
Mstep: Class 7 contains 234318 members 
Mstep: Class 8 contains 101459 members 
Mstep: Class 9 contains 232416 members 
Mstep: Class 11 contains 229370 members 
Mstep: Class 12 contains 245067 members 
Mstep: Class 13 contains 24599 members 
Mstep: Class 14 contains 21244 members 
Mstep: Class 15 contains 78612 members 
Mstep: Class 16 contains 25981 members 
Mstep: Class 18 contains 20168 members 
Mstep: Class 20 contains 104555 members 
Mstep: Class 21 contains 9885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157548384.000000 Penalty: 60413.363281
Iteration 37Q: 18 clusters Score -1.575484e+08 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 150848 members 
Mstep: Class 3 contains 45551 members 
Mstep: Class 4 contains 66109 members 
Mstep: Class 5 contains 17120 members 
Mstep: Class 7 contains 234307 members 
Mstep: Class 8 contains 101503 members 
Mstep: Class 9 contains 233701 members 
Mstep: Class 11 contains 229329 members 
Mstep: Class 12 contains 245073 members 
Mstep: Class 13 contains 24784 members 
Mstep: Class 14 contains 21243 members 
Mstep: Class 15 contains 77224 members 
Mstep: Class 16 contains 26019 members 
Mstep: Class 18 contains 20058 members 
Mstep: Class 20 contains 104461 members 
Mstep: Class 21 contains 9944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157548448.000000 Penalty: 60413.363281
Iteration 38Q: 18 clusters Score -1.575484e+08 nChanged 3878
Entering ConstructFrom: 
Score: -157548448.000000 Penalty: 60413.363281
Entering ConstructFrom: 
Trying to split cluster 1 (64350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Entering Unmasked Estep 
Score: -5696034.000000 Penalty: 2745.878906
	Iteration 0F: 2 clusters Score -5696034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -5652967.000000 Penalty: 5491.757812
	Iteration 0F: 3 clusters Score -5652967 nChanged 29958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -5671353.000000 Penalty: 5491.757812
	Iteration 1F: 3 clusters Score -5671353 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -5675448.000000 Penalty: 5491.757812
	Iteration 2F: 3 clusters Score -5675448 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -5682265.000000 Penalty: 5491.757812
	Iteration 3F: 3 clusters Score -5682265 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -5690208.500000 Penalty: 5491.757812
	Iteration 4F: 3 clusters Score -5690208 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -5696266.500000 Penalty: 5491.757812
	Iteration 5F: 3 clusters Score -5696266 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -5699189.500000 Penalty: 5491.757812
	Iteration 6F: 3 clusters Score -5699190 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -5700397.000000 Penalty: 5491.757812
	Iteration 7Q: 3 clusters Score -5700397 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -5700796.000000 Penalty: 5491.757812
	Iteration 8Q: 3 clusters Score -5700796 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -5700963.000000 Penalty: 5491.757812
	Iteration 9Q: 3 clusters Score -5700963 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -5701009.500000 Penalty: 5491.757812
	Iteration 10Q: 3 clusters Score -5701010 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -5701027.500000 Penalty: 5491.757812
	Iteration 11Q: 3 clusters Score -5701028 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -5701039.000000 Penalty: 5491.757812
	Iteration 12Q: 3 clusters Score -5701039 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -5701047.500000 Penalty: 5491.757812
	Iteration 13Q: 3 clusters Score -5701048 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -5701075.500000 Penalty: 5491.757812
	Iteration 14Q: 3 clusters Score -5701076 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -5701074.500000 Penalty: 5491.757812
	Iteration 15Q: 3 clusters Score -5701074 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -5701084.500000 Penalty: 5491.757812
	Iteration 16Q: 3 clusters Score -5701084 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -5701097.000000 Penalty: 5491.757812
	Iteration 17Q: 3 clusters Score -5701097 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -5701098.500000 Penalty: 5491.757812
	Iteration 18Q: 3 clusters Score -5701098 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -5701105.000000 Penalty: 5491.757812
	Iteration 19Q: 3 clusters Score -5701105 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -5701122.000000 Penalty: 5491.757812
	Iteration 20F: 3 clusters Score -5701122 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -5701132.000000 Penalty: 5491.757812
	Iteration 21Q: 3 clusters Score -5701132 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -5701167.000000 Penalty: 5491.757812
	Iteration 22Q: 3 clusters Score -5701167 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -5701195.000000 Penalty: 5491.757812
	Iteration 23Q: 3 clusters Score -5701195 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -5701241.000000 Penalty: 5491.757812
	Iteration 24Q: 3 clusters Score -5701241 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -5701366.000000 Penalty: 5491.757812
	Iteration 25Q: 3 clusters Score -5701366 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -5701711.000000 Penalty: 5491.757812
	Iteration 26Q: 3 clusters Score -5701711 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -5702752.000000 Penalty: 5491.757812
	Iteration 27Q: 3 clusters Score -5702752 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -5704151.500000 Penalty: 5491.757812
	Iteration 28Q: 3 clusters Score -5704152 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -5704496.500000 Penalty: 5491.757812
	Iteration 29Q: 3 clusters Score -5704496 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -5704559.000000 Penalty: 5491.757812
	Iteration 30Q: 3 clusters Score -5704559 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -5704585.500000 Penalty: 5491.757812
	Iteration 31Q: 3 clusters Score -5704586 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -5704586.500000 Penalty: 5491.757812
	Iteration 32Q: 3 clusters Score -5704586 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -5704599.500000 Penalty: 5491.757812
	Iteration 33Q: 3 clusters Score -5704600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -5704617.500000 Penalty: 5491.757812
	Iteration 34Q: 3 clusters Score -5704618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -5704619.500000 Penalty: 5491.757812
	Iteration 35Q: 3 clusters Score -5704620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -5704624.500000 Penalty: 5491.757812
	Iteration 36Q: 3 clusters Score -5704624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -5704633.500000 Penalty: 5491.757812
	Iteration 37Q: 3 clusters Score -5704634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -5704636.000000 Penalty: 5491.757812
	Iteration 38Q: 3 clusters Score -5704636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -5704640.000000 Penalty: 5491.757812
	Iteration 39Q: 3 clusters Score -5704640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -5704629.000000 Penalty: 5491.757812
	Iteration 40F: 3 clusters Score -5704629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -5704646.000000 Penalty: 5491.757812
	Iteration 41Q: 3 clusters Score -5704646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -5704640.500000 Penalty: 5491.757812
	Iteration 42Q: 3 clusters Score -5704640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -5704638.500000 Penalty: 5491.757812
	Iteration 43Q: 3 clusters Score -5704638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -5704646.000000 Penalty: 5491.757812
	Iteration 44Q: 3 clusters Score -5704646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -5704638.000000 Penalty: 5491.757812
	Iteration 45Q: 3 clusters Score -5704638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -5704634.500000 Penalty: 5491.757812
	Iteration 46Q: 3 clusters Score -5704634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -5704636.000000 Penalty: 5491.757812
	Iteration 47Q: 3 clusters Score -5704636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -5704637.500000 Penalty: 5491.757812
	Iteration 48Q: 3 clusters Score -5704638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -5704638.500000 Penalty: 5491.757812
	Iteration 49Q: 3 clusters Score -5704638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -5704641.500000 Penalty: 5491.757812
	Iteration 50Q: 3 clusters Score -5704642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -5704639.000000 Penalty: 5491.757812
	Iteration 51Q: 3 clusters Score -5704639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -5704635.000000 Penalty: 5491.757812
	Iteration 52Q: 3 clusters Score -5704635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -5704640.000000 Penalty: 5491.757812
	Iteration 53Q: 3 clusters Score -5704640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -5704632.000000 Penalty: 5491.757812
	Iteration 54Q: 3 clusters Score -5704632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -5704643.000000 Penalty: 5491.757812
	Iteration 55Q: 3 clusters Score -5704643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -5704652.000000 Penalty: 5491.757812
	Iteration 56Q: 3 clusters Score -5704652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -5704646.000000 Penalty: 5491.757812
	Iteration 57Q: 3 clusters Score -5704646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -5704647.500000 Penalty: 5491.757812
	Iteration 58Q: 3 clusters Score -5704648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -5704646.500000 Penalty: 5491.757812
	Iteration 59Q: 3 clusters Score -5704646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -5704636.500000 Penalty: 5491.757812
	Iteration 60F: 3 clusters Score -5704636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -5704641.000000 Penalty: 5491.757812
	Iteration 61Q: 3 clusters Score -5704641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -5704644.500000 Penalty: 5491.757812
	Iteration 62Q: 3 clusters Score -5704644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -5704646.000000 Penalty: 5491.757812
	Iteration 63Q: 3 clusters Score -5704646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -5704648.500000 Penalty: 5491.757812
	Iteration 64Q: 3 clusters Score -5704648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -5704645.000000 Penalty: 5491.757812
	Iteration 65Q: 3 clusters Score -5704645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -5704638.000000 Penalty: 5491.757812
	Iteration 66Q: 3 clusters Score -5704638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -5704643.500000 Penalty: 5491.757812
	Iteration 67Q: 3 clusters Score -5704644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -5704652.500000 Penalty: 5491.757812
	Iteration 68Q: 3 clusters Score -5704652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -5704643.500000 Penalty: 5491.757812
	Iteration 69Q: 3 clusters Score -5704644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -5704643.500000 Penalty: 5491.757812
	Iteration 70Q: 3 clusters Score -5704644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -5704641.000000 Penalty: 5491.757812
	Iteration 71Q: 3 clusters Score -5704641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -5704642.000000 Penalty: 5491.757812
	Iteration 72Q: 3 clusters Score -5704642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -5704644.000000 Penalty: 5491.757812
	Iteration 73Q: 3 clusters Score -5704644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -5704641.000000 Penalty: 5491.757812
	Iteration 74Q: 3 clusters Score -5704641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -5704644.000000 Penalty: 5491.757812
	Iteration 75Q: 3 clusters Score -5704644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -5704644.000000 Penalty: 5491.757812
	Iteration 76F: 3 clusters Score -5704644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 151034 members 
Mstep: Class 3 contains 45558 members 
Mstep: Class 4 contains 66096 members 
Mstep: Class 5 contains 17361 members 
Mstep: Class 6 contains 26403 members 
Mstep: Class 7 contains 234295 members 
Mstep: Class 8 contains 101485 members 
Mstep: Class 9 contains 235068 members 
Mstep: Class 11 contains 229314 members 
Mstep: Class 12 contains 245067 members 
Mstep: Class 13 contains 24951 members 
Mstep: Class 14 contains 21239 members 
Mstep: Class 15 contains 75786 members 
Mstep: Class 16 contains 26075 members 
Mstep: Class 18 contains 19953 members 
Mstep: Class 20 contains 104380 members 
Mstep: Class 21 contains 9993 members 
Entering Unmasked Estep 
Score: -157556640.000000 Penalty: 63967.089844
Splitting cluster 1 changes total score from -157548448.000000 to -157556640.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (151034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151034 members 
Entering Unmasked Estep 
Score: -14571046.000000 Penalty: 2957.464600
	Iteration 0F: 2 clusters Score -1.457105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75567 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -14469864.000000 Penalty: 5914.929199
	Iteration 0F: 3 clusters Score -1.446986e+07 nChanged 72288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75899 members 
Mstep: Class 2 contains 75135 members 
Entering Unmasked Estep 
Score: -14511288.000000 Penalty: 5914.929199
	Iteration 1F: 3 clusters Score -1.451129e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 75025 members 
Entering Unmasked Estep 
Score: -14513094.000000 Penalty: 5914.929199
	Iteration 2Q: 3 clusters Score -1.451309e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76162 members 
Mstep: Class 2 contains 74872 members 
Entering Unmasked Estep 
Score: -14516308.000000 Penalty: 5914.929199
	Iteration 3Q: 3 clusters Score -1.451631e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 74622 members 
Entering Unmasked Estep 
Score: -14521373.000000 Penalty: 5914.929199
	Iteration 4F: 3 clusters Score -1.452137e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76818 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -14528219.000000 Penalty: 5914.929199
	Iteration 5F: 3 clusters Score -1.452822e+07 nChanged 10459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -14535499.000000 Penalty: 5914.929199
	Iteration 6F: 3 clusters Score -1.45355e+07 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -14542609.000000 Penalty: 5914.929199
	Iteration 7F: 3 clusters Score -1.454261e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 72121 members 
Entering Unmasked Estep 
Score: -14548757.000000 Penalty: 5914.929199
	Iteration 8F: 3 clusters Score -1.454876e+07 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79071 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -14552990.000000 Penalty: 5914.929199
	Iteration 9F: 3 clusters Score -1.455299e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79009 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -14555304.000000 Penalty: 5914.929199
	Iteration 10Q: 3 clusters Score -1.45553e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78893 members 
Mstep: Class 2 contains 72141 members 
Entering Unmasked Estep 
Score: -14556651.000000 Penalty: 5914.929199
	Iteration 11Q: 3 clusters Score -1.455665e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78773 members 
Mstep: Class 2 contains 72261 members 
Entering Unmasked Estep 
Score: -14557302.000000 Penalty: 5914.929199
	Iteration 12Q: 3 clusters Score -1.45573e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78613 members 
Mstep: Class 2 contains 72421 members 
Entering Unmasked Estep 
Score: -14557682.000000 Penalty: 5914.929199
	Iteration 13Q: 3 clusters Score -1.455768e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78399 members 
Mstep: Class 2 contains 72635 members 
Entering Unmasked Estep 
Score: -14558017.000000 Penalty: 5914.929199
	Iteration 14Q: 3 clusters Score -1.455802e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 72769 members 
Entering Unmasked Estep 
Score: -14558184.000000 Penalty: 5914.929199
	Iteration 15Q: 3 clusters Score -1.455818e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78116 members 
Mstep: Class 2 contains 72918 members 
Entering Unmasked Estep 
Score: -14558289.000000 Penalty: 5914.929199
	Iteration 16Q: 3 clusters Score -1.455829e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78031 members 
Mstep: Class 2 contains 73003 members 
Entering Unmasked Estep 
Score: -14558515.000000 Penalty: 5914.929199
	Iteration 17Q: 3 clusters Score -1.455852e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77972 members 
Mstep: Class 2 contains 73062 members 
Entering Unmasked Estep 
Score: -14558580.000000 Penalty: 5914.929199
	Iteration 18Q: 3 clusters Score -1.455858e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 73113 members 
Entering Unmasked Estep 
Score: -14558648.000000 Penalty: 5914.929199
	Iteration 19Q: 3 clusters Score -1.455865e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -14558709.000000 Penalty: 5914.929199
	Iteration 20F: 3 clusters Score -1.455871e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 73171 members 
Entering Unmasked Estep 
Score: -14558813.000000 Penalty: 5914.929199
	Iteration 21Q: 3 clusters Score -1.455881e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -14558811.000000 Penalty: 5914.929199
	Iteration 22Q: 3 clusters Score -1.455881e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 73198 members 
Entering Unmasked Estep 
Score: -14558869.000000 Penalty: 5914.929199
	Iteration 23Q: 3 clusters Score -1.455887e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 73207 members 
Entering Unmasked Estep 
Score: -14558881.000000 Penalty: 5914.929199
	Iteration 24Q: 3 clusters Score -1.455888e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77828 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -14558909.000000 Penalty: 5914.929199
	Iteration 25Q: 3 clusters Score -1.455891e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -14558910.000000 Penalty: 5914.929199
	Iteration 26Q: 3 clusters Score -1.455891e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77830 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -14558970.000000 Penalty: 5914.929199
	Iteration 27Q: 3 clusters Score -1.455897e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77837 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
Score: -14558959.000000 Penalty: 5914.929199
	Iteration 28Q: 3 clusters Score -1.455896e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 73187 members 
Entering Unmasked Estep 
Score: -14559031.000000 Penalty: 5914.929199
	Iteration 29Q: 3 clusters Score -1.455903e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77865 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -14559063.000000 Penalty: 5914.929199
	Iteration 30Q: 3 clusters Score -1.455906e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77865 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -14559060.000000 Penalty: 5914.929199
	Iteration 31Q: 3 clusters Score -1.455906e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -14559065.000000 Penalty: 5914.929199
	Iteration 32Q: 3 clusters Score -1.455906e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77875 members 
Mstep: Class 2 contains 73159 members 
Entering Unmasked Estep 
Score: -14559075.000000 Penalty: 5914.929199
	Iteration 33Q: 3 clusters Score -1.455908e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77875 members 
Mstep: Class 2 contains 73159 members 
Entering Unmasked Estep 
Score: -14559097.000000 Penalty: 5914.929199
	Iteration 34Q: 3 clusters Score -1.45591e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 73168 members 
Entering Unmasked Estep 
Score: -14559130.000000 Penalty: 5914.929199
	Iteration 35Q: 3 clusters Score -1.455913e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77879 members 
Mstep: Class 2 contains 73155 members 
Entering Unmasked Estep 
Score: -14559135.000000 Penalty: 5914.929199
	Iteration 36Q: 3 clusters Score -1.455914e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77898 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -14559178.000000 Penalty: 5914.929199
	Iteration 37Q: 3 clusters Score -1.455918e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77895 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -14559191.000000 Penalty: 5914.929199
	Iteration 38Q: 3 clusters Score -1.455919e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77915 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -14559177.000000 Penalty: 5914.929199
	Iteration 39Q: 3 clusters Score -1.455918e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77943 members 
Mstep: Class 2 contains 73091 members 
Entering Unmasked Estep 
Score: -14559158.000000 Penalty: 5914.929199
	Iteration 40F: 3 clusters Score -1.455916e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 73084 members 
Entering Unmasked Estep 
Score: -14559152.000000 Penalty: 5914.929199
	Iteration 41Q: 3 clusters Score -1.455915e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77945 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -14559162.000000 Penalty: 5914.929199
	Iteration 42Q: 3 clusters Score -1.455916e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77944 members 
Mstep: Class 2 contains 73090 members 
Entering Unmasked Estep 
Score: -14559162.000000 Penalty: 5914.929199
	Iteration 43Q: 3 clusters Score -1.455916e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77946 members 
Mstep: Class 2 contains 73088 members 
Entering Unmasked Estep 
Score: -14559194.000000 Penalty: 5914.929199
	Iteration 44Q: 3 clusters Score -1.455919e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77979 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -14559197.000000 Penalty: 5914.929199
	Iteration 45Q: 3 clusters Score -1.45592e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78034 members 
Mstep: Class 2 contains 73000 members 
Entering Unmasked Estep 
Score: -14559205.000000 Penalty: 5914.929199
	Iteration 46Q: 3 clusters Score -1.45592e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78095 members 
Mstep: Class 2 contains 72939 members 
Entering Unmasked Estep 
Score: -14559223.000000 Penalty: 5914.929199
	Iteration 47Q: 3 clusters Score -1.455922e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 72898 members 
Entering Unmasked Estep 
Score: -14559251.000000 Penalty: 5914.929199
	Iteration 48Q: 3 clusters Score -1.455925e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78199 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -14559228.000000 Penalty: 5914.929199
	Iteration 49Q: 3 clusters Score -1.455923e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78280 members 
Mstep: Class 2 contains 72754 members 
Entering Unmasked Estep 
Score: -14559209.000000 Penalty: 5914.929199
	Iteration 50Q: 3 clusters Score -1.455921e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 72651 members 
Entering Unmasked Estep 
Score: -14559237.000000 Penalty: 5914.929199
	Iteration 51Q: 3 clusters Score -1.455924e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78511 members 
Mstep: Class 2 contains 72523 members 
Entering Unmasked Estep 
Score: -14559318.000000 Penalty: 5914.929199
	Iteration 52Q: 3 clusters Score -1.455932e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78648 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -14559268.000000 Penalty: 5914.929199
	Iteration 53Q: 3 clusters Score -1.455927e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78802 members 
Mstep: Class 2 contains 72232 members 
Entering Unmasked Estep 
Score: -14559277.000000 Penalty: 5914.929199
	Iteration 54Q: 3 clusters Score -1.455928e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -14559341.000000 Penalty: 5914.929199
	Iteration 55Q: 3 clusters Score -1.455934e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79098 members 
Mstep: Class 2 contains 71936 members 
Entering Unmasked Estep 
Score: -14559335.000000 Penalty: 5914.929199
	Iteration 56Q: 3 clusters Score -1.455934e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79258 members 
Mstep: Class 2 contains 71776 members 
Entering Unmasked Estep 
Score: -14559381.000000 Penalty: 5914.929199
	Iteration 57Q: 3 clusters Score -1.455938e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79437 members 
Mstep: Class 2 contains 71597 members 
Entering Unmasked Estep 
Score: -14559377.000000 Penalty: 5914.929199
	Iteration 58Q: 3 clusters Score -1.455938e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 71416 members 
Entering Unmasked Estep 
Score: -14559494.000000 Penalty: 5914.929199
	Iteration 59Q: 3 clusters Score -1.455949e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79818 members 
Mstep: Class 2 contains 71216 members 
Entering Unmasked Estep 
Score: -14559479.000000 Penalty: 5914.929199
	Iteration 60F: 3 clusters Score -1.455948e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
Score: -14559518.000000 Penalty: 5914.929199
	Iteration 61Q: 3 clusters Score -1.455952e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Mstep: Class 2 contains 70855 members 
Entering Unmasked Estep 
Score: -14559517.000000 Penalty: 5914.929199
	Iteration 62Q: 3 clusters Score -1.455952e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 70651 members 
Entering Unmasked Estep 
Score: -14559542.000000 Penalty: 5914.929199
	Iteration 63Q: 3 clusters Score -1.455954e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80604 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -14559570.000000 Penalty: 5914.929199
	Iteration 64Q: 3 clusters Score -1.455957e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80819 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -14559585.000000 Penalty: 5914.929199
	Iteration 65Q: 3 clusters Score -1.455958e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81044 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -14559604.000000 Penalty: 5914.929199
	Iteration 66Q: 3 clusters Score -1.45596e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81280 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -14559620.000000 Penalty: 5914.929199
	Iteration 67Q: 3 clusters Score -1.455962e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -14559614.000000 Penalty: 5914.929199
	Iteration 68Q: 3 clusters Score -1.455961e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81818 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -14559580.000000 Penalty: 5914.929199
	Iteration 69Q: 3 clusters Score -1.455958e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82097 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
Score: -14559582.000000 Penalty: 5914.929199
	Iteration 70Q: 3 clusters Score -1.455958e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Mstep: Class 2 contains 68643 members 
Entering Unmasked Estep 
Score: -14559637.000000 Penalty: 5914.929199
	Iteration 71Q: 3 clusters Score -1.455964e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82696 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -14559650.000000 Penalty: 5914.929199
	Iteration 72Q: 3 clusters Score -1.455965e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 68009 members 
Entering Unmasked Estep 
Score: -14559629.000000 Penalty: 5914.929199
	Iteration 73Q: 3 clusters Score -1.455963e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83380 members 
Mstep: Class 2 contains 67654 members 
Entering Unmasked Estep 
Score: -14559665.000000 Penalty: 5914.929199
	Iteration 74Q: 3 clusters Score -1.455966e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83821 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -14559609.000000 Penalty: 5914.929199
	Iteration 75Q: 3 clusters Score -1.455961e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84305 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -14559648.000000 Penalty: 5914.929199
	Iteration 76Q: 3 clusters Score -1.455965e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84806 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -14559682.000000 Penalty: 5914.929199
	Iteration 77Q: 3 clusters Score -1.455968e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85336 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -14559681.000000 Penalty: 5914.929199
	Iteration 78Q: 3 clusters Score -1.455968e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85890 members 
Mstep: Class 2 contains 65144 members 
Entering Unmasked Estep 
Score: -14559713.000000 Penalty: 5914.929199
	Iteration 79Q: 3 clusters Score -1.455971e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86452 members 
Mstep: Class 2 contains 64582 members 
Entering Unmasked Estep 
Score: -14559768.000000 Penalty: 5914.929199
	Iteration 80F: 3 clusters Score -1.455977e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87003 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -14559797.000000 Penalty: 5914.929199
	Iteration 81Q: 3 clusters Score -1.45598e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87668 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -14559832.000000 Penalty: 5914.929199
	Iteration 82Q: 3 clusters Score -1.455983e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88420 members 
Mstep: Class 2 contains 62614 members 
Entering Unmasked Estep 
Score: -14559875.000000 Penalty: 5914.929199
	Iteration 83Q: 3 clusters Score -1.455988e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89223 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -14559910.000000 Penalty: 5914.929199
	Iteration 84Q: 3 clusters Score -1.455991e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90096 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -14560035.000000 Penalty: 5914.929199
	Iteration 85Q: 3 clusters Score -1.456004e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91024 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -14560156.000000 Penalty: 5914.929199
	Iteration 86Q: 3 clusters Score -1.456016e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92081 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -14560301.000000 Penalty: 5914.929199
	Iteration 87Q: 3 clusters Score -1.45603e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93219 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
Score: -14560438.000000 Penalty: 5914.929199
	Iteration 88Q: 3 clusters Score -1.456044e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94416 members 
Mstep: Class 2 contains 56618 members 
Entering Unmasked Estep 
Score: -14560591.000000 Penalty: 5914.929199
	Iteration 89Q: 3 clusters Score -1.456059e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95742 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -14560787.000000 Penalty: 5914.929199
	Iteration 90Q: 3 clusters Score -1.456079e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97171 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -14561102.000000 Penalty: 5914.929199
	Iteration 91Q: 3 clusters Score -1.45611e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98650 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -14561342.000000 Penalty: 5914.929199
	Iteration 92Q: 3 clusters Score -1.456134e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100200 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -14561668.000000 Penalty: 5914.929199
	Iteration 93Q: 3 clusters Score -1.456167e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101846 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
Score: -14562006.000000 Penalty: 5914.929199
	Iteration 94Q: 3 clusters Score -1.456201e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103599 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -14562441.000000 Penalty: 5914.929199
	Iteration 95Q: 3 clusters Score -1.456244e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105439 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -14562798.000000 Penalty: 5914.929199
	Iteration 96Q: 3 clusters Score -1.45628e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107241 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -14563279.000000 Penalty: 5914.929199
	Iteration 97Q: 3 clusters Score -1.456328e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109065 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -14563678.000000 Penalty: 5914.929199
	Iteration 98Q: 3 clusters Score -1.456368e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110888 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -14564125.000000 Penalty: 5914.929199
	Iteration 99Q: 3 clusters Score -1.456412e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112691 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -14564507.000000 Penalty: 5914.929199
	Iteration 100F: 3 clusters Score -1.456451e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114429 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -14564981.000000 Penalty: 5914.929199
	Iteration 101Q: 3 clusters Score -1.456498e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116213 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -14565359.000000 Penalty: 5914.929199
	Iteration 102Q: 3 clusters Score -1.456536e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117999 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -14565810.000000 Penalty: 5914.929199
	Iteration 103Q: 3 clusters Score -1.456581e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119695 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -14566234.000000 Penalty: 5914.929199
	Iteration 104Q: 3 clusters Score -1.456623e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121358 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -14566672.000000 Penalty: 5914.929199
	Iteration 105Q: 3 clusters Score -1.456667e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122967 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -14566976.000000 Penalty: 5914.929199
	Iteration 106Q: 3 clusters Score -1.456698e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124559 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -14567337.000000 Penalty: 5914.929199
	Iteration 107Q: 3 clusters Score -1.456734e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126206 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -14567876.000000 Penalty: 5914.929199
	Iteration 108Q: 3 clusters Score -1.456788e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127807 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -14568342.000000 Penalty: 5914.929199
	Iteration 109Q: 3 clusters Score -1.456834e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129353 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -14568906.000000 Penalty: 5914.929199
	Iteration 110Q: 3 clusters Score -1.456891e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130948 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -14569742.000000 Penalty: 5914.929199
	Iteration 111Q: 3 clusters Score -1.456974e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132582 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -14571076.000000 Penalty: 5914.929199
	Iteration 112Q: 3 clusters Score -1.457108e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134063 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -14572414.000000 Penalty: 5914.929199
	Iteration 113Q: 3 clusters Score -1.457241e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135084 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -14573071.000000 Penalty: 5914.929199
	Iteration 114Q: 3 clusters Score -1.457307e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135788 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -14573387.000000 Penalty: 5914.929199
	Iteration 115Q: 3 clusters Score -1.457339e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136379 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -14573596.000000 Penalty: 5914.929199
	Iteration 116Q: 3 clusters Score -1.45736e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136903 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -14573714.000000 Penalty: 5914.929199
	Iteration 117Q: 3 clusters Score -1.457371e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137337 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -14573799.000000 Penalty: 5914.929199
	Iteration 118Q: 3 clusters Score -1.45738e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137687 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -14573801.000000 Penalty: 5914.929199
	Iteration 119Q: 3 clusters Score -1.45738e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137975 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -14573845.000000 Penalty: 5914.929199
	Iteration 120F: 3 clusters Score -1.457384e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138208 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -14573868.000000 Penalty: 5914.929199
	Iteration 121Q: 3 clusters Score -1.457387e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138403 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -14573898.000000 Penalty: 5914.929199
	Iteration 122Q: 3 clusters Score -1.45739e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138564 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -14573892.000000 Penalty: 5914.929199
	Iteration 123Q: 3 clusters Score -1.457389e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138695 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -14573901.000000 Penalty: 5914.929199
	Iteration 124Q: 3 clusters Score -1.45739e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138811 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -14573915.000000 Penalty: 5914.929199
	Iteration 125Q: 3 clusters Score -1.457392e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138919 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -14573936.000000 Penalty: 5914.929199
	Iteration 126Q: 3 clusters Score -1.457394e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139017 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -14573964.000000 Penalty: 5914.929199
	Iteration 127Q: 3 clusters Score -1.457396e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139105 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -14573949.000000 Penalty: 5914.929199
	Iteration 128Q: 3 clusters Score -1.457395e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139168 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -14573957.000000 Penalty: 5914.929199
	Iteration 129Q: 3 clusters Score -1.457396e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139232 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -14573956.000000 Penalty: 5914.929199
	Iteration 130Q: 3 clusters Score -1.457396e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139294 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -14573938.000000 Penalty: 5914.929199
	Iteration 131Q: 3 clusters Score -1.457394e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139343 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -14573927.000000 Penalty: 5914.929199
	Iteration 132Q: 3 clusters Score -1.457393e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139388 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -14573950.000000 Penalty: 5914.929199
	Iteration 133Q: 3 clusters Score -1.457395e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139427 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -14573943.000000 Penalty: 5914.929199
	Iteration 134Q: 3 clusters Score -1.457394e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139462 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -14573912.000000 Penalty: 5914.929199
	Iteration 135Q: 3 clusters Score -1.457391e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139493 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -14573929.000000 Penalty: 5914.929199
	Iteration 136Q: 3 clusters Score -1.457393e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139520 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -14573910.000000 Penalty: 5914.929199
	Iteration 137Q: 3 clusters Score -1.457391e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139539 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -14573906.000000 Penalty: 5914.929199
	Iteration 138Q: 3 clusters Score -1.457391e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139561 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -14573920.000000 Penalty: 5914.929199
	Iteration 139Q: 3 clusters Score -1.457392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139579 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -14573923.000000 Penalty: 5914.929199
	Iteration 140F: 3 clusters Score -1.457392e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139594 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -14573941.000000 Penalty: 5914.929199
	Iteration 141Q: 3 clusters Score -1.457394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139609 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -14573942.000000 Penalty: 5914.929199
	Iteration 142Q: 3 clusters Score -1.457394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139623 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -14573930.000000 Penalty: 5914.929199
	Iteration 143Q: 3 clusters Score -1.457393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139639 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -14573944.000000 Penalty: 5914.929199
	Iteration 144Q: 3 clusters Score -1.457394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139647 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -14573928.000000 Penalty: 5914.929199
	Iteration 145Q: 3 clusters Score -1.457393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139657 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -14573951.000000 Penalty: 5914.929199
	Iteration 146Q: 3 clusters Score -1.457395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139661 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -14573940.000000 Penalty: 5914.929199
	Iteration 147Q: 3 clusters Score -1.457394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139662 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -14573948.000000 Penalty: 5914.929199
	Iteration 148Q: 3 clusters Score -1.457395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139665 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -14573946.000000 Penalty: 5914.929199
	Iteration 149Q: 3 clusters Score -1.457395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139665 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -14573946.000000 Penalty: 5914.929199
	Iteration 150F: 3 clusters Score -1.457395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 139665 members 
Mstep: Class 3 contains 45558 members 
Mstep: Class 4 contains 66096 members 
Mstep: Class 5 contains 17361 members 
Mstep: Class 6 contains 26403 members 
Mstep: Class 7 contains 234295 members 
Mstep: Class 8 contains 101485 members 
Mstep: Class 9 contains 235068 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 229314 members 
Mstep: Class 12 contains 245067 members 
Mstep: Class 13 contains 24951 members 
Mstep: Class 14 contains 21239 members 
Mstep: Class 15 contains 75786 members 
Mstep: Class 16 contains 26075 members 
Mstep: Class 18 contains 19953 members 
Mstep: Class 20 contains 104380 members 
Mstep: Class 21 contains 9993 members 
Entering Unmasked Estep 
Score: -157559296.000000 Penalty: 67520.812500
Splitting cluster 2 changes total score from -157548448.000000 to -157559296.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 3 (45558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Entering Unmasked Estep 
Score: -4299694.000000 Penalty: 2660.231934
	Iteration 0F: 2 clusters Score -4299694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -4269038.000000 Penalty: 5320.463867
	Iteration 0F: 3 clusters Score -4269038 nChanged 20966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -4281285.000000 Penalty: 5320.463867
	Iteration 1F: 3 clusters Score -4281285 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -4282976.000000 Penalty: 5320.463867
	Iteration 2F: 3 clusters Score -4282976 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -4285401.000000 Penalty: 5320.463867
	Iteration 3F: 3 clusters Score -4285401 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -4288997.000000 Penalty: 5320.463867
	Iteration 4F: 3 clusters Score -4288997 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -4292758.000000 Penalty: 5320.463867
	Iteration 5F: 3 clusters Score -4292758 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -4295481.000000 Penalty: 5320.463867
	Iteration 6F: 3 clusters Score -4295481 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -4297167.500000 Penalty: 5320.463867
	Iteration 7F: 3 clusters Score -4297168 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -4298256.500000 Penalty: 5320.463867
	Iteration 8Q: 3 clusters Score -4298256 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -4299026.500000 Penalty: 5320.463867
	Iteration 9Q: 3 clusters Score -4299026 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -4299543.000000 Penalty: 5320.463867
	Iteration 10Q: 3 clusters Score -4299543 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -4300012.000000 Penalty: 5320.463867
	Iteration 11Q: 3 clusters Score -4300012 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -4300349.000000 Penalty: 5320.463867
	Iteration 12Q: 3 clusters Score -4300349 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -4300647.500000 Penalty: 5320.463867
	Iteration 13Q: 3 clusters Score -4300648 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -4300927.000000 Penalty: 5320.463867
	Iteration 14Q: 3 clusters Score -4300927 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -4301123.500000 Penalty: 5320.463867
	Iteration 15Q: 3 clusters Score -4301124 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -4301320.500000 Penalty: 5320.463867
	Iteration 16Q: 3 clusters Score -4301320 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -4301473.500000 Penalty: 5320.463867
	Iteration 17Q: 3 clusters Score -4301474 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -4301580.000000 Penalty: 5320.463867
	Iteration 18Q: 3 clusters Score -4301580 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -4301693.000000 Penalty: 5320.463867
	Iteration 19Q: 3 clusters Score -4301693 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -4301806.000000 Penalty: 5320.463867
	Iteration 20F: 3 clusters Score -4301806 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -4301914.500000 Penalty: 5320.463867
	Iteration 21Q: 3 clusters Score -4301914 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -4302017.500000 Penalty: 5320.463867
	Iteration 22Q: 3 clusters Score -4302018 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -4302139.000000 Penalty: 5320.463867
	Iteration 23Q: 3 clusters Score -4302139 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -4302262.000000 Penalty: 5320.463867
	Iteration 24Q: 3 clusters Score -4302262 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -4302401.500000 Penalty: 5320.463867
	Iteration 25Q: 3 clusters Score -4302402 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -4302514.500000 Penalty: 5320.463867
	Iteration 26Q: 3 clusters Score -4302514 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -4302669.000000 Penalty: 5320.463867
	Iteration 27Q: 3 clusters Score -4302669 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -4302885.500000 Penalty: 5320.463867
	Iteration 28Q: 3 clusters Score -4302886 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -4303148.000000 Penalty: 5320.463867
	Iteration 29Q: 3 clusters Score -4303148 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -4303443.500000 Penalty: 5320.463867
	Iteration 30Q: 3 clusters Score -4303444 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -4303746.000000 Penalty: 5320.463867
	Iteration 31Q: 3 clusters Score -4303746 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -4304000.000000 Penalty: 5320.463867
	Iteration 32Q: 3 clusters Score -4304000 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -4304298.000000 Penalty: 5320.463867
	Iteration 33Q: 3 clusters Score -4304298 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -4304615.500000 Penalty: 5320.463867
	Iteration 34Q: 3 clusters Score -4304616 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -4304915.500000 Penalty: 5320.463867
	Iteration 35Q: 3 clusters Score -4304916 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -4305149.000000 Penalty: 5320.463867
	Iteration 36Q: 3 clusters Score -4305149 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -4305357.000000 Penalty: 5320.463867
	Iteration 37Q: 3 clusters Score -4305357 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -4305544.500000 Penalty: 5320.463867
	Iteration 38Q: 3 clusters Score -4305544 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -4305671.500000 Penalty: 5320.463867
	Iteration 39Q: 3 clusters Score -4305672 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -4305819.000000 Penalty: 5320.463867
	Iteration 40F: 3 clusters Score -4305819 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -4305923.500000 Penalty: 5320.463867
	Iteration 41Q: 3 clusters Score -4305924 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -4306008.000000 Penalty: 5320.463867
	Iteration 42Q: 3 clusters Score -4306008 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -4306053.500000 Penalty: 5320.463867
	Iteration 43Q: 3 clusters Score -4306054 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -4306092.000000 Penalty: 5320.463867
	Iteration 44Q: 3 clusters Score -4306092 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4306146.000000 Penalty: 5320.463867
	Iteration 45Q: 3 clusters Score -4306146 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -4306171.000000 Penalty: 5320.463867
	Iteration 46Q: 3 clusters Score -4306171 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -4306181.500000 Penalty: 5320.463867
	Iteration 47Q: 3 clusters Score -4306182 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -4306199.000000 Penalty: 5320.463867
	Iteration 48Q: 3 clusters Score -4306199 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -4306195.500000 Penalty: 5320.463867
	Iteration 49Q: 3 clusters Score -4306196 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -4306217.500000 Penalty: 5320.463867
	Iteration 50Q: 3 clusters Score -4306218 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -4306220.000000 Penalty: 5320.463867
	Iteration 51Q: 3 clusters Score -4306220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -4306218.000000 Penalty: 5320.463867
	Iteration 52Q: 3 clusters Score -4306218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -4306222.500000 Penalty: 5320.463867
	Iteration 53Q: 3 clusters Score -4306222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -4306227.000000 Penalty: 5320.463867
	Iteration 54Q: 3 clusters Score -4306227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -4306233.500000 Penalty: 5320.463867
	Iteration 55Q: 3 clusters Score -4306234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -4306229.000000 Penalty: 5320.463867
	Iteration 56Q: 3 clusters Score -4306229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -4306233.500000 Penalty: 5320.463867
	Iteration 57Q: 3 clusters Score -4306234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -4306232.500000 Penalty: 5320.463867
	Iteration 58Q: 3 clusters Score -4306232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -4306234.500000 Penalty: 5320.463867
	Iteration 59Q: 3 clusters Score -4306234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -4306234.500000 Penalty: 5320.463867
	Iteration 60F: 3 clusters Score -4306234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -4306236.000000 Penalty: 5320.463867
	Iteration 61Q: 3 clusters Score -4306236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -4306243.500000 Penalty: 5320.463867
	Iteration 62Q: 3 clusters Score -4306244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -4306245.500000 Penalty: 5320.463867
	Iteration 63Q: 3 clusters Score -4306246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -4306242.000000 Penalty: 5320.463867
	Iteration 64Q: 3 clusters Score -4306242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -4306241.000000 Penalty: 5320.463867
	Iteration 65Q: 3 clusters Score -4306241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -4306241.000000 Penalty: 5320.463867
	Iteration 66F: 3 clusters Score -4306241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 139665 members 
Mstep: Class 3 contains 29319 members 
Mstep: Class 4 contains 66096 members 
Mstep: Class 5 contains 17361 members 
Mstep: Class 6 contains 26403 members 
Mstep: Class 7 contains 234295 members 
Mstep: Class 8 contains 101485 members 
Mstep: Class 9 contains 235068 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 229314 members 
Mstep: Class 12 contains 245067 members 
Mstep: Class 13 contains 24951 members 
Mstep: Class 14 contains 21239 members 
Mstep: Class 15 contains 75786 members 
Mstep: Class 16 contains 26075 members 
Mstep: Class 17 contains 16239 members 
Mstep: Class 18 contains 19953 members 
Mstep: Class 20 contains 104380 members 
Mstep: Class 21 contains 9993 members 
Entering Unmasked Estep 
Score: -157563856.000000 Penalty: 71074.546875
Splitting cluster 3 changes total score from -157548448.000000 to -157563856.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 4 (66096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Entering Unmasked Estep 
Score: -6402296.000000 Penalty: 2752.518066
	Iteration 0F: 2 clusters Score -6402296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -6357946.000000 Penalty: 5505.036133
	Iteration 0F: 3 clusters Score -6357946 nChanged 30836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -6375120.500000 Penalty: 5505.036133
	Iteration 1F: 3 clusters Score -6375120 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -6376055.500000 Penalty: 5505.036133
	Iteration 2Q: 3 clusters Score -6376056 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -6377067.500000 Penalty: 5505.036133
	Iteration 3Q: 3 clusters Score -6377068 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -6378364.500000 Penalty: 5505.036133
	Iteration 4Q: 3 clusters Score -6378364 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -6379968.500000 Penalty: 5505.036133
	Iteration 5Q: 3 clusters Score -6379968 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -6381923.000000 Penalty: 5505.036133
	Iteration 6F: 3 clusters Score -6381923 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -6384323.500000 Penalty: 5505.036133
	Iteration 7F: 3 clusters Score -6384324 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -6386995.500000 Penalty: 5505.036133
	Iteration 8F: 3 clusters Score -6386996 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -6389559.000000 Penalty: 5505.036133
	Iteration 9F: 3 clusters Score -6389559 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -6391853.000000 Penalty: 5505.036133
	Iteration 10F: 3 clusters Score -6391853 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -6393541.000000 Penalty: 5505.036133
	Iteration 11Q: 3 clusters Score -6393541 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -6394876.000000 Penalty: 5505.036133
	Iteration 12Q: 3 clusters Score -6394876 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -6395801.500000 Penalty: 5505.036133
	Iteration 13Q: 3 clusters Score -6395802 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -6396526.500000 Penalty: 5505.036133
	Iteration 14Q: 3 clusters Score -6396526 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -6397103.500000 Penalty: 5505.036133
	Iteration 15Q: 3 clusters Score -6397104 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -6397636.000000 Penalty: 5505.036133
	Iteration 16Q: 3 clusters Score -6397636 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -6398212.500000 Penalty: 5505.036133
	Iteration 17Q: 3 clusters Score -6398212 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -6398638.500000 Penalty: 5505.036133
	Iteration 18Q: 3 clusters Score -6398638 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -6399007.000000 Penalty: 5505.036133
	Iteration 19Q: 3 clusters Score -6399007 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -6399387.000000 Penalty: 5505.036133
	Iteration 20F: 3 clusters Score -6399387 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -6399720.500000 Penalty: 5505.036133
	Iteration 21Q: 3 clusters Score -6399720 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -6399952.500000 Penalty: 5505.036133
	Iteration 22Q: 3 clusters Score -6399952 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -6400151.000000 Penalty: 5505.036133
	Iteration 23Q: 3 clusters Score -6400151 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -6400323.000000 Penalty: 5505.036133
	Iteration 24Q: 3 clusters Score -6400323 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -6400437.000000 Penalty: 5505.036133
	Iteration 25Q: 3 clusters Score -6400437 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -6400518.000000 Penalty: 5505.036133
	Iteration 26Q: 3 clusters Score -6400518 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 54875 members 
Entering Unmasked Estep 
Score: -6400609.500000 Penalty: 5505.036133
	Iteration 27Q: 3 clusters Score -6400610 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 55219 members 
Entering Unmasked Estep 
Score: -6400712.500000 Penalty: 5505.036133
	Iteration 28Q: 3 clusters Score -6400712 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -6400808.000000 Penalty: 5505.036133
	Iteration 29Q: 3 clusters Score -6400808 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -6400870.000000 Penalty: 5505.036133
	Iteration 30Q: 3 clusters Score -6400870 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -6400910.500000 Penalty: 5505.036133
	Iteration 31Q: 3 clusters Score -6400910 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -6400962.000000 Penalty: 5505.036133
	Iteration 32Q: 3 clusters Score -6400962 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -6401018.500000 Penalty: 5505.036133
	Iteration 33Q: 3 clusters Score -6401018 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -6401083.000000 Penalty: 5505.036133
	Iteration 34Q: 3 clusters Score -6401083 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
Score: -6401146.500000 Penalty: 5505.036133
	Iteration 35Q: 3 clusters Score -6401146 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -6401178.500000 Penalty: 5505.036133
	Iteration 36Q: 3 clusters Score -6401178 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -6401246.000000 Penalty: 5505.036133
	Iteration 37Q: 3 clusters Score -6401246 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -6401312.500000 Penalty: 5505.036133
	Iteration 38Q: 3 clusters Score -6401312 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -6401350.500000 Penalty: 5505.036133
	Iteration 39Q: 3 clusters Score -6401350 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -6401405.500000 Penalty: 5505.036133
	Iteration 40F: 3 clusters Score -6401406 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -6401446.500000 Penalty: 5505.036133
	Iteration 41Q: 3 clusters Score -6401446 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -6401482.000000 Penalty: 5505.036133
	Iteration 42Q: 3 clusters Score -6401482 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 58937 members 
Entering Unmasked Estep 
Score: -6401502.000000 Penalty: 5505.036133
	Iteration 43Q: 3 clusters Score -6401502 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -6401536.500000 Penalty: 5505.036133
	Iteration 44Q: 3 clusters Score -6401536 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 59220 members 
Entering Unmasked Estep 
Score: -6401571.000000 Penalty: 5505.036133
	Iteration 45Q: 3 clusters Score -6401571 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -6401588.500000 Penalty: 5505.036133
	Iteration 46Q: 3 clusters Score -6401588 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -6401622.000000 Penalty: 5505.036133
	Iteration 47Q: 3 clusters Score -6401622 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -6401661.500000 Penalty: 5505.036133
	Iteration 48Q: 3 clusters Score -6401662 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -6401674.500000 Penalty: 5505.036133
	Iteration 49Q: 3 clusters Score -6401674 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -6401726.500000 Penalty: 5505.036133
	Iteration 50Q: 3 clusters Score -6401726 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -6401747.500000 Penalty: 5505.036133
	Iteration 51Q: 3 clusters Score -6401748 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -6401778.500000 Penalty: 5505.036133
	Iteration 52Q: 3 clusters Score -6401778 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
Score: -6401782.000000 Penalty: 5505.036133
	Iteration 53Q: 3 clusters Score -6401782 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -6401817.500000 Penalty: 5505.036133
	Iteration 54Q: 3 clusters Score -6401818 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 60227 members 
Entering Unmasked Estep 
Score: -6401840.000000 Penalty: 5505.036133
	Iteration 55Q: 3 clusters Score -6401840 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -6401864.500000 Penalty: 5505.036133
	Iteration 56Q: 3 clusters Score -6401864 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 60374 members 
Entering Unmasked Estep 
Score: -6401872.500000 Penalty: 5505.036133
	Iteration 57Q: 3 clusters Score -6401872 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -6401880.500000 Penalty: 5505.036133
	Iteration 58Q: 3 clusters Score -6401880 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -6401889.500000 Penalty: 5505.036133
	Iteration 59Q: 3 clusters Score -6401890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -6401905.500000 Penalty: 5505.036133
	Iteration 60F: 3 clusters Score -6401906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
Score: -6401904.000000 Penalty: 5505.036133
	Iteration 61Q: 3 clusters Score -6401904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -6401908.500000 Penalty: 5505.036133
	Iteration 62Q: 3 clusters Score -6401908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 60659 members 
Entering Unmasked Estep 
Score: -6401912.500000 Penalty: 5505.036133
	Iteration 63Q: 3 clusters Score -6401912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -6401917.500000 Penalty: 5505.036133
	Iteration 64Q: 3 clusters Score -6401918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -6401916.000000 Penalty: 5505.036133
	Iteration 65Q: 3 clusters Score -6401916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -6401914.000000 Penalty: 5505.036133
	Iteration 66Q: 3 clusters Score -6401914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -6401903.500000 Penalty: 5505.036133
	Iteration 67Q: 3 clusters Score -6401904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -6401914.500000 Penalty: 5505.036133
	Iteration 68Q: 3 clusters Score -6401914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -6401912.500000 Penalty: 5505.036133
	Iteration 69Q: 3 clusters Score -6401912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -6401911.500000 Penalty: 5505.036133
	Iteration 70Q: 3 clusters Score -6401912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 60739 members 
Entering Unmasked Estep 
Score: -6401921.500000 Penalty: 5505.036133
	Iteration 71Q: 3 clusters Score -6401922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -6401918.500000 Penalty: 5505.036133
	Iteration 72Q: 3 clusters Score -6401918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -6401918.500000 Penalty: 5505.036133
	Iteration 73F: 3 clusters Score -6401918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Entering Unmasked Estep 
Score: -1577375.125000 Penalty: 2420.971436
	Iteration 0F: 2 clusters Score -1577375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1565058.125000 Penalty: 4841.942871
	Iteration 0F: 3 clusters Score -1565058 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1569789.250000 Penalty: 4841.942871
	Iteration 1F: 3 clusters Score -1569789 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1571066.750000 Penalty: 4841.942871
	Iteration 2F: 3 clusters Score -1571067 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1572523.250000 Penalty: 4841.942871
	Iteration 3F: 3 clusters Score -1572523 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1573834.250000 Penalty: 4841.942871
	Iteration 4F: 3 clusters Score -1573834 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1575000.625000 Penalty: 4841.942871
	Iteration 5F: 3 clusters Score -1575001 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1575910.500000 Penalty: 4841.942871
	Iteration 6F: 3 clusters Score -1575910 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1576742.125000 Penalty: 4841.942871
	Iteration 7F: 3 clusters Score -1576742 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1577521.000000 Penalty: 4841.942871
	Iteration 8Q: 3 clusters Score -1577521 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1578005.000000 Penalty: 4841.942871
	Iteration 9Q: 3 clusters Score -1578005 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1578195.625000 Penalty: 4841.942871
	Iteration 10Q: 3 clusters Score -1578196 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1578282.000000 Penalty: 4841.942871
	Iteration 11Q: 3 clusters Score -1578282 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1578341.500000 Penalty: 4841.942871
	Iteration 12Q: 3 clusters Score -1578342 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1578400.250000 Penalty: 4841.942871
	Iteration 13Q: 3 clusters Score -1578400 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1578441.500000 Penalty: 4841.942871
	Iteration 14Q: 3 clusters Score -1578442 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1578487.250000 Penalty: 4841.942871
	Iteration 15Q: 3 clusters Score -1578487 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1578517.875000 Penalty: 4841.942871
	Iteration 16Q: 3 clusters Score -1578518 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1578537.625000 Penalty: 4841.942871
	Iteration 17Q: 3 clusters Score -1578538 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1578564.875000 Penalty: 4841.942871
	Iteration 18Q: 3 clusters Score -1578565 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1578576.500000 Penalty: 4841.942871
	Iteration 19Q: 3 clusters Score -1578576 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1578594.250000 Penalty: 4841.942871
	Iteration 20F: 3 clusters Score -1578594 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1578606.375000 Penalty: 4841.942871
	Iteration 21Q: 3 clusters Score -1578606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1578604.000000 Penalty: 4841.942871
	Iteration 22Q: 3 clusters Score -1578604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1578616.250000 Penalty: 4841.942871
	Iteration 23Q: 3 clusters Score -1578616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1578621.750000 Penalty: 4841.942871
	Iteration 24Q: 3 clusters Score -1578622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1578632.500000 Penalty: 4841.942871
	Iteration 25Q: 3 clusters Score -1578632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1578634.875000 Penalty: 4841.942871
	Iteration 26Q: 3 clusters Score -1578635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1578641.000000 Penalty: 4841.942871
	Iteration 27Q: 3 clusters Score -1578641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1578640.500000 Penalty: 4841.942871
	Iteration 28Q: 3 clusters Score -1578640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1578641.375000 Penalty: 4841.942871
	Iteration 29Q: 3 clusters Score -1578641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1578645.375000 Penalty: 4841.942871
	Iteration 30Q: 3 clusters Score -1578645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1578647.500000 Penalty: 4841.942871
	Iteration 31Q: 3 clusters Score -1578648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1578649.750000 Penalty: 4841.942871
	Iteration 32Q: 3 clusters Score -1578650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1578649.500000 Penalty: 4841.942871
	Iteration 33Q: 3 clusters Score -1578650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1578649.625000 Penalty: 4841.942871
	Iteration 34Q: 3 clusters Score -1578650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1578651.000000 Penalty: 4841.942871
	Iteration 35Q: 3 clusters Score -1578651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1578650.875000 Penalty: 4841.942871
	Iteration 36Q: 3 clusters Score -1578651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1578658.125000 Penalty: 4841.942871
	Iteration 37Q: 3 clusters Score -1578658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1578656.000000 Penalty: 4841.942871
	Iteration 38Q: 3 clusters Score -1578656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1578657.750000 Penalty: 4841.942871
	Iteration 39Q: 3 clusters Score -1578658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1578659.875000 Penalty: 4841.942871
	Iteration 40F: 3 clusters Score -1578660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1578657.625000 Penalty: 4841.942871
	Iteration 41Q: 3 clusters Score -1578658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1578657.000000 Penalty: 4841.942871
	Iteration 42Q: 3 clusters Score -1578657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1578655.500000 Penalty: 4841.942871
	Iteration 43Q: 3 clusters Score -1578656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1578656.125000 Penalty: 4841.942871
	Iteration 44Q: 3 clusters Score -1578656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1578656.625000 Penalty: 4841.942871
	Iteration 45Q: 3 clusters Score -1578657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1578658.750000 Penalty: 4841.942871
	Iteration 46Q: 3 clusters Score -1578659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1578657.500000 Penalty: 4841.942871
	Iteration 47Q: 3 clusters Score -1578658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1578656.875000 Penalty: 4841.942871
	Iteration 48Q: 3 clusters Score -1578657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1578658.000000 Penalty: 4841.942871
	Iteration 49Q: 3 clusters Score -1578658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1578658.000000 Penalty: 4841.942871
	Iteration 50Q: 3 clusters Score -1578658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1578661.125000 Penalty: 4841.942871
	Iteration 51Q: 3 clusters Score -1578661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1578662.375000 Penalty: 4841.942871
	Iteration 52Q: 3 clusters Score -1578662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1578661.250000 Penalty: 4841.942871
	Iteration 53Q: 3 clusters Score -1578661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1578663.000000 Penalty: 4841.942871
	Iteration 54Q: 3 clusters Score -1578663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1578661.500000 Penalty: 4841.942871
	Iteration 55Q: 3 clusters Score -1578662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1578658.250000 Penalty: 4841.942871
	Iteration 56Q: 3 clusters Score -1578658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1578660.125000 Penalty: 4841.942871
	Iteration 57Q: 3 clusters Score -1578660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1578663.125000 Penalty: 4841.942871
	Iteration 58Q: 3 clusters Score -1578663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1578664.625000 Penalty: 4841.942871
	Iteration 59Q: 3 clusters Score -1578665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1578665.125000 Penalty: 4841.942871
	Iteration 60F: 3 clusters Score -1578665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1578661.250000 Penalty: 4841.942871
	Iteration 61Q: 3 clusters Score -1578661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1578662.250000 Penalty: 4841.942871
	Iteration 62Q: 3 clusters Score -1578662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1578663.375000 Penalty: 4841.942871
	Iteration 63Q: 3 clusters Score -1578663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1578666.000000 Penalty: 4841.942871
	Iteration 64Q: 3 clusters Score -1578666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1578667.375000 Penalty: 4841.942871
	Iteration 65Q: 3 clusters Score -1578667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1578667.250000 Penalty: 4841.942871
	Iteration 66Q: 3 clusters Score -1578667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1578668.875000 Penalty: 4841.942871
	Iteration 67Q: 3 clusters Score -1578669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1578668.875000 Penalty: 4841.942871
	Iteration 68F: 3 clusters Score -1578669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 139665 members 
Mstep: Class 3 contains 29319 members 
Mstep: Class 4 contains 66096 members 
Mstep: Class 5 contains 11929 members 
Mstep: Class 6 contains 26403 members 
Mstep: Class 7 contains 234295 members 
Mstep: Class 8 contains 101485 members 
Mstep: Class 9 contains 235068 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 229314 members 
Mstep: Class 12 contains 245067 members 
Mstep: Class 13 contains 24951 members 
Mstep: Class 14 contains 21239 members 
Mstep: Class 15 contains 75786 members 
Mstep: Class 16 contains 26075 members 
Mstep: Class 17 contains 16239 members 
Mstep: Class 18 contains 19953 members 
Mstep: Class 19 contains 5432 members 
Mstep: Class 20 contains 104380 members 
Mstep: Class 21 contains 9993 members 
Entering Unmasked Estep 
Score: -157564464.000000 Penalty: 74628.273438
Splitting cluster 5 changes total score from -157548448.000000 to -157564464.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 7 (234295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234295 members 
Entering Unmasked Estep 
Score: -22982204.000000 Penalty: 3066.355225
	Iteration 0F: 2 clusters Score -2.29822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116851 members 
Mstep: Class 2 contains 117444 members 
Entering Unmasked Estep 
Score: -22827262.000000 Penalty: 6132.710449
	Iteration 0F: 3 clusters Score -2.282726e+07 nChanged 113114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112849 members 
Mstep: Class 2 contains 121446 members 
Entering Unmasked Estep 
Score: -22894240.000000 Penalty: 6132.710449
	Iteration 1F: 3 clusters Score -2.289424e+07 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110269 members 
Mstep: Class 2 contains 124026 members 
Entering Unmasked Estep 
Score: -22896362.000000 Penalty: 6132.710449
	Iteration 2Q: 3 clusters Score -2.289636e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106646 members 
Mstep: Class 2 contains 127649 members 
Entering Unmasked Estep 
Score: -22899490.000000 Penalty: 6132.710449
	Iteration 3Q: 3 clusters Score -2.289949e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101315 members 
Mstep: Class 2 contains 132980 members 
Entering Unmasked Estep 
Score: -22903006.000000 Penalty: 6132.710449
	Iteration 4Q: 3 clusters Score -2.290301e+07 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93782 members 
Mstep: Class 2 contains 140513 members 
Entering Unmasked Estep 
Score: -22908054.000000 Penalty: 6132.710449
	Iteration 5Q: 3 clusters Score -2.290805e+07 nChanged 13004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 151259 members 
Entering Unmasked Estep 
Score: -22915634.000000 Penalty: 6132.710449
	Iteration 6F: 3 clusters Score -2.291563e+07 nChanged 15268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69010 members 
Mstep: Class 2 contains 165285 members 
Entering Unmasked Estep 
Score: -22926382.000000 Penalty: 6132.710449
	Iteration 7F: 3 clusters Score -2.292638e+07 nChanged 17126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52486 members 
Mstep: Class 2 contains 181809 members 
Entering Unmasked Estep 
Score: -22940254.000000 Penalty: 6132.710449
	Iteration 8F: 3 clusters Score -2.294025e+07 nChanged 16575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 198098 members 
Entering Unmasked Estep 
Score: -22954678.000000 Penalty: 6132.710449
	Iteration 9F: 3 clusters Score -2.295468e+07 nChanged 12713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 210545 members 
Entering Unmasked Estep 
Score: -22965732.000000 Penalty: 6132.710449
	Iteration 10F: 3 clusters Score -2.296573e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 217977 members 
Entering Unmasked Estep 
Score: -22972186.000000 Penalty: 6132.710449
	Iteration 11Q: 3 clusters Score -2.297219e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 222058 members 
Entering Unmasked Estep 
Score: -22975696.000000 Penalty: 6132.710449
	Iteration 12Q: 3 clusters Score -2.29757e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 224401 members 
Entering Unmasked Estep 
Score: -22977470.000000 Penalty: 6132.710449
	Iteration 13Q: 3 clusters Score -2.297747e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 225886 members 
Entering Unmasked Estep 
Score: -22978392.000000 Penalty: 6132.710449
	Iteration 14Q: 3 clusters Score -2.297839e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 226909 members 
Entering Unmasked Estep 
Score: -22979076.000000 Penalty: 6132.710449
	Iteration 15Q: 3 clusters Score -2.297908e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 227654 members 
Entering Unmasked Estep 
Score: -22979506.000000 Penalty: 6132.710449
	Iteration 16Q: 3 clusters Score -2.297951e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 228208 members 
Entering Unmasked Estep 
Score: -22979746.000000 Penalty: 6132.710449
	Iteration 17Q: 3 clusters Score -2.297975e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 228658 members 
Entering Unmasked Estep 
Score: -22979888.000000 Penalty: 6132.710449
	Iteration 18Q: 3 clusters Score -2.297989e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 229028 members 
Entering Unmasked Estep 
Score: -22980018.000000 Penalty: 6132.710449
	Iteration 19Q: 3 clusters Score -2.298002e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 229320 members 
Entering Unmasked Estep 
Score: -22980122.000000 Penalty: 6132.710449
	Iteration 20F: 3 clusters Score -2.298012e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 229540 members 
Entering Unmasked Estep 
Score: -22980236.000000 Penalty: 6132.710449
	Iteration 21Q: 3 clusters Score -2.298024e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 229729 members 
Entering Unmasked Estep 
Score: -22980294.000000 Penalty: 6132.710449
	Iteration 22Q: 3 clusters Score -2.298029e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 229885 members 
Entering Unmasked Estep 
Score: -22980340.000000 Penalty: 6132.710449
	Iteration 23Q: 3 clusters Score -2.298034e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 230026 members 
Entering Unmasked Estep 
Score: -22980362.000000 Penalty: 6132.710449
	Iteration 24Q: 3 clusters Score -2.298036e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 230138 members 
Entering Unmasked Estep 
Score: -22980330.000000 Penalty: 6132.710449
	Iteration 25Q: 3 clusters Score -2.298033e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 230250 members 
Entering Unmasked Estep 
Score: -22980370.000000 Penalty: 6132.710449
	Iteration 26Q: 3 clusters Score -2.298037e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 230324 members 
Entering Unmasked Estep 
Score: -22980370.000000 Penalty: 6132.710449
	Iteration 27Q: 3 clusters Score -2.298037e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 230383 members 
Entering Unmasked Estep 
Score: -22980388.000000 Penalty: 6132.710449
	Iteration 28Q: 3 clusters Score -2.298039e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 230442 members 
Entering Unmasked Estep 
Score: -22980412.000000 Penalty: 6132.710449
	Iteration 29Q: 3 clusters Score -2.298041e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 230500 members 
Entering Unmasked Estep 
Score: -22980408.000000 Penalty: 6132.710449
	Iteration 30Q: 3 clusters Score -2.298041e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 230541 members 
Entering Unmasked Estep 
Score: -22980412.000000 Penalty: 6132.710449
	Iteration 31Q: 3 clusters Score -2.298041e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 230572 members 
Entering Unmasked Estep 
Score: -22980428.000000 Penalty: 6132.710449
	Iteration 32Q: 3 clusters Score -2.298043e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 230604 members 
Entering Unmasked Estep 
Score: -22980448.000000 Penalty: 6132.710449
	Iteration 33Q: 3 clusters Score -2.298045e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 230632 members 
Entering Unmasked Estep 
Score: -22980454.000000 Penalty: 6132.710449
	Iteration 34Q: 3 clusters Score -2.298045e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 230652 members 
Entering Unmasked Estep 
Score: -22980460.000000 Penalty: 6132.710449
	Iteration 35Q: 3 clusters Score -2.298046e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 230671 members 
Entering Unmasked Estep 
Score: -22980464.000000 Penalty: 6132.710449
	Iteration 36Q: 3 clusters Score -2.298046e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 230692 members 
Entering Unmasked Estep 
Score: -22980476.000000 Penalty: 6132.710449
	Iteration 37Q: 3 clusters Score -2.298048e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 230718 members 
Entering Unmasked Estep 
Score: -22980478.000000 Penalty: 6132.710449
	Iteration 38Q: 3 clusters Score -2.298048e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 230746 members 
Entering Unmasked Estep 
Score: -22980462.000000 Penalty: 6132.710449
	Iteration 39Q: 3 clusters Score -2.298046e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 230771 members 
Entering Unmasked Estep 
Score: -22980468.000000 Penalty: 6132.710449
	Iteration 40F: 3 clusters Score -2.298047e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 230797 members 
Entering Unmasked Estep 
Score: -22980486.000000 Penalty: 6132.710449
	Iteration 41Q: 3 clusters Score -2.298049e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 230823 members 
Entering Unmasked Estep 
Score: -22980468.000000 Penalty: 6132.710449
	Iteration 42Q: 3 clusters Score -2.298047e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 230849 members 
Entering Unmasked Estep 
Score: -22980504.000000 Penalty: 6132.710449
	Iteration 43Q: 3 clusters Score -2.29805e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 230873 members 
Entering Unmasked Estep 
Score: -22980498.000000 Penalty: 6132.710449
	Iteration 44Q: 3 clusters Score -2.29805e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 230891 members 
Entering Unmasked Estep 
Score: -22980500.000000 Penalty: 6132.710449
	Iteration 45Q: 3 clusters Score -2.29805e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 230904 members 
Entering Unmasked Estep 
Score: -22980504.000000 Penalty: 6132.710449
	Iteration 46Q: 3 clusters Score -2.29805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 230910 members 
Entering Unmasked Estep 
Score: -22980526.000000 Penalty: 6132.710449
	Iteration 47Q: 3 clusters Score -2.298053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 230911 members 
Entering Unmasked Estep 
Score: -22980530.000000 Penalty: 6132.710449
	Iteration 48Q: 3 clusters Score -2.298053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 230911 members 
Entering Unmasked Estep 
Score: -22980528.000000 Penalty: 6132.710449
	Iteration 49Q: 3 clusters Score -2.298053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 230914 members 
Entering Unmasked Estep 
Score: -22980514.000000 Penalty: 6132.710449
	Iteration 50Q: 3 clusters Score -2.298051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 230918 members 
Entering Unmasked Estep 
Score: -22980502.000000 Penalty: 6132.710449
	Iteration 51Q: 3 clusters Score -2.29805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 230922 members 
Entering Unmasked Estep 
Score: -22980520.000000 Penalty: 6132.710449
	Iteration 52Q: 3 clusters Score -2.298052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 230923 members 
Entering Unmasked Estep 
Score: -22980516.000000 Penalty: 6132.710449
	Iteration 53Q: 3 clusters Score -2.298052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 230923 members 
Entering Unmasked Estep 
Score: -22980516.000000 Penalty: 6132.710449
	Iteration 54F: 3 clusters Score -2.298052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (101485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101485 members 
Entering Unmasked Estep 
Score: -9766471.000000 Penalty: 2858.861084
	Iteration 0F: 2 clusters Score -9766471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -9698395.000000 Penalty: 5717.722168
	Iteration 0F: 3 clusters Score -9698395 nChanged 48109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -9726254.000000 Penalty: 5717.722168
	Iteration 1F: 3 clusters Score -9726254 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -9727304.000000 Penalty: 5717.722168
	Iteration 2Q: 3 clusters Score -9727304 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -9728612.000000 Penalty: 5717.722168
	Iteration 3Q: 3 clusters Score -9728612 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 57667 members 
Entering Unmasked Estep 
Score: -9730270.000000 Penalty: 5717.722168
	Iteration 4Q: 3 clusters Score -9730270 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -9732354.000000 Penalty: 5717.722168
	Iteration 5Q: 3 clusters Score -9732354 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 64936 members 
Entering Unmasked Estep 
Score: -9735001.000000 Penalty: 5717.722168
	Iteration 6F: 3 clusters Score -9735001 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
Score: -9738741.000000 Penalty: 5717.722168
	Iteration 7F: 3 clusters Score -9738741 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 76462 members 
Entering Unmasked Estep 
Score: -9743410.000000 Penalty: 5717.722168
	Iteration 8F: 3 clusters Score -9743410 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -9749038.000000 Penalty: 5717.722168
	Iteration 9F: 3 clusters Score -9749038 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 89608 members 
Entering Unmasked Estep 
Score: -9754449.000000 Penalty: 5717.722168
	Iteration 10F: 3 clusters Score -9754449 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 94640 members 
Entering Unmasked Estep 
Score: -9758899.000000 Penalty: 5717.722168
	Iteration 11Q: 3 clusters Score -9758899 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 97813 members 
Entering Unmasked Estep 
Score: -9761689.000000 Penalty: 5717.722168
	Iteration 12Q: 3 clusters Score -9761689 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 99450 members 
Entering Unmasked Estep 
Score: -9763168.000000 Penalty: 5717.722168
	Iteration 13Q: 3 clusters Score -9763168 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 100184 members 
Entering Unmasked Estep 
Score: -9763855.000000 Penalty: 5717.722168
	Iteration 14Q: 3 clusters Score -9763855 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 100450 members 
Entering Unmasked Estep 
Score: -9764278.000000 Penalty: 5717.722168
	Iteration 15Q: 3 clusters Score -9764278 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 100566 members 
Entering Unmasked Estep 
Score: -9764550.000000 Penalty: 5717.722168
	Iteration 16Q: 3 clusters Score -9764550 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 100629 members 
Entering Unmasked Estep 
Score: -9764753.000000 Penalty: 5717.722168
	Iteration 17Q: 3 clusters Score -9764753 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 100660 members 
Entering Unmasked Estep 
Score: -9764877.000000 Penalty: 5717.722168
	Iteration 18Q: 3 clusters Score -9764877 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 100670 members 
Entering Unmasked Estep 
Score: -9764932.000000 Penalty: 5717.722168
	Iteration 19Q: 3 clusters Score -9764932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 100676 members 
Entering Unmasked Estep 
Score: -9764966.000000 Penalty: 5717.722168
	Iteration 20F: 3 clusters Score -9764966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 100683 members 
Entering Unmasked Estep 
Score: -9765008.000000 Penalty: 5717.722168
	Iteration 21Q: 3 clusters Score -9765008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 100683 members 
Entering Unmasked Estep 
Score: -9765035.000000 Penalty: 5717.722168
	Iteration 22Q: 3 clusters Score -9765035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -9765044.000000 Penalty: 5717.722168
	Iteration 23Q: 3 clusters Score -9765044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 100693 members 
Entering Unmasked Estep 
Score: -9765056.000000 Penalty: 5717.722168
	Iteration 24Q: 3 clusters Score -9765056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 100703 members 
Entering Unmasked Estep 
Score: -9765070.000000 Penalty: 5717.722168
	Iteration 25Q: 3 clusters Score -9765070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 100710 members 
Entering Unmasked Estep 
Score: -9765080.000000 Penalty: 5717.722168
	Iteration 26Q: 3 clusters Score -9765080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 100714 members 
Entering Unmasked Estep 
Score: -9765099.000000 Penalty: 5717.722168
	Iteration 27Q: 3 clusters Score -9765099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 100715 members 
Entering Unmasked Estep 
Score: -9765112.000000 Penalty: 5717.722168
	Iteration 28Q: 3 clusters Score -9765112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 100713 members 
Entering Unmasked Estep 
Score: -9765113.000000 Penalty: 5717.722168
	Iteration 29Q: 3 clusters Score -9765113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 100709 members 
Entering Unmasked Estep 
Score: -9765126.000000 Penalty: 5717.722168
	Iteration 30Q: 3 clusters Score -9765126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 100708 members 
Entering Unmasked Estep 
Score: -9765127.000000 Penalty: 5717.722168
	Iteration 31Q: 3 clusters Score -9765127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 100699 members 
Entering Unmasked Estep 
Score: -9765148.000000 Penalty: 5717.722168
	Iteration 32Q: 3 clusters Score -9765148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 100695 members 
Entering Unmasked Estep 
Score: -9765151.000000 Penalty: 5717.722168
	Iteration 33Q: 3 clusters Score -9765151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 100690 members 
Entering Unmasked Estep 
Score: -9765161.000000 Penalty: 5717.722168
	Iteration 34Q: 3 clusters Score -9765161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 100690 members 
Entering Unmasked Estep 
Score: -9765170.000000 Penalty: 5717.722168
	Iteration 35Q: 3 clusters Score -9765170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 100690 members 
Entering Unmasked Estep 
Score: -9765173.000000 Penalty: 5717.722168
	Iteration 36Q: 3 clusters Score -9765173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 100691 members 
Entering Unmasked Estep 
Score: -9765172.000000 Penalty: 5717.722168
	Iteration 37Q: 3 clusters Score -9765172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 100694 members 
Entering Unmasked Estep 
Score: -9765174.000000 Penalty: 5717.722168
	Iteration 38Q: 3 clusters Score -9765174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 100695 members 
Entering Unmasked Estep 
Score: -9765174.000000 Penalty: 5717.722168
	Iteration 39Q: 3 clusters Score -9765174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 100697 members 
Entering Unmasked Estep 
Score: -9765178.000000 Penalty: 5717.722168
	Iteration 40F: 3 clusters Score -9765178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 100699 members 
Entering Unmasked Estep 
Score: -9765173.000000 Penalty: 5717.722168
	Iteration 41Q: 3 clusters Score -9765173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 100699 members 
Entering Unmasked Estep 
Score: -9765180.000000 Penalty: 5717.722168
	Iteration 42Q: 3 clusters Score -9765180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 100698 members 
Entering Unmasked Estep 
Score: -9765184.000000 Penalty: 5717.722168
	Iteration 43Q: 3 clusters Score -9765184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 100698 members 
Entering Unmasked Estep 
Score: -9765184.000000 Penalty: 5717.722168
	Iteration 44F: 3 clusters Score -9765184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (235068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235068 members 
Entering Unmasked Estep 
Score: -23021798.000000 Penalty: 3067.172363
	Iteration 0F: 2 clusters Score -2.30218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117385 members 
Mstep: Class 2 contains 117683 members 
Entering Unmasked Estep 
Score: -22867124.000000 Penalty: 6134.344727
	Iteration 0F: 3 clusters Score -2.286712e+07 nChanged 113705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116744 members 
Mstep: Class 2 contains 118324 members 
Entering Unmasked Estep 
Score: -22934778.000000 Penalty: 6134.344727
	Iteration 1F: 3 clusters Score -2.293478e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117247 members 
Mstep: Class 2 contains 117821 members 
Entering Unmasked Estep 
Score: -22937036.000000 Penalty: 6134.344727
	Iteration 2Q: 3 clusters Score -2.293704e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118444 members 
Mstep: Class 2 contains 116624 members 
Entering Unmasked Estep 
Score: -22940724.000000 Penalty: 6134.344727
	Iteration 3Q: 3 clusters Score -2.294072e+07 nChanged 12140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120522 members 
Mstep: Class 2 contains 114546 members 
Entering Unmasked Estep 
Score: -22946976.000000 Penalty: 6134.344727
	Iteration 4F: 3 clusters Score -2.294698e+07 nChanged 14768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123770 members 
Mstep: Class 2 contains 111298 members 
Entering Unmasked Estep 
Score: -22955348.000000 Penalty: 6134.344727
	Iteration 5F: 3 clusters Score -2.295535e+07 nChanged 16107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128263 members 
Mstep: Class 2 contains 106805 members 
Entering Unmasked Estep 
Score: -22964270.000000 Penalty: 6134.344727
	Iteration 6F: 3 clusters Score -2.296427e+07 nChanged 15268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133103 members 
Mstep: Class 2 contains 101965 members 
Entering Unmasked Estep 
Score: -22971586.000000 Penalty: 6134.344727
	Iteration 7F: 3 clusters Score -2.297159e+07 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137888 members 
Mstep: Class 2 contains 97180 members 
Entering Unmasked Estep 
Score: -22976488.000000 Penalty: 6134.344727
	Iteration 8F: 3 clusters Score -2.297649e+07 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142711 members 
Mstep: Class 2 contains 92357 members 
Entering Unmasked Estep 
Score: -22979826.000000 Penalty: 6134.344727
	Iteration 9Q: 3 clusters Score -2.297983e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147684 members 
Mstep: Class 2 contains 87384 members 
Entering Unmasked Estep 
Score: -22981914.000000 Penalty: 6134.344727
	Iteration 10Q: 3 clusters Score -2.298191e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152988 members 
Mstep: Class 2 contains 82080 members 
Entering Unmasked Estep 
Score: -22983428.000000 Penalty: 6134.344727
	Iteration 11Q: 3 clusters Score -2.298343e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158777 members 
Mstep: Class 2 contains 76291 members 
Entering Unmasked Estep 
Score: -22984700.000000 Penalty: 6134.344727
	Iteration 12Q: 3 clusters Score -2.29847e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165199 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -22986676.000000 Penalty: 6134.344727
	Iteration 13Q: 3 clusters Score -2.298668e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172297 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -22989158.000000 Penalty: 6134.344727
	Iteration 14Q: 3 clusters Score -2.298916e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179966 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -22991828.000000 Penalty: 6134.344727
	Iteration 15Q: 3 clusters Score -2.299183e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188068 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -22994946.000000 Penalty: 6134.344727
	Iteration 16Q: 3 clusters Score -2.299495e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196170 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -22998724.000000 Penalty: 6134.344727
	Iteration 17Q: 3 clusters Score -2.299872e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203985 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -23002768.000000 Penalty: 6134.344727
	Iteration 18Q: 3 clusters Score -2.300277e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211230 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -23006846.000000 Penalty: 6134.344727
	Iteration 19Q: 3 clusters Score -2.300685e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217514 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -23010426.000000 Penalty: 6134.344727
	Iteration 20F: 3 clusters Score -2.301043e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222426 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -23013298.000000 Penalty: 6134.344727
	Iteration 21Q: 3 clusters Score -2.30133e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226197 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -23015542.000000 Penalty: 6134.344727
	Iteration 22Q: 3 clusters Score -2.301554e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228787 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -23017176.000000 Penalty: 6134.344727
	Iteration 23Q: 3 clusters Score -2.301718e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230489 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -23018076.000000 Penalty: 6134.344727
	Iteration 24Q: 3 clusters Score -2.301808e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231516 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -23018544.000000 Penalty: 6134.344727
	Iteration 25Q: 3 clusters Score -2.301854e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232122 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -23018840.000000 Penalty: 6134.344727
	Iteration 26Q: 3 clusters Score -2.301884e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232525 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -23018976.000000 Penalty: 6134.344727
	Iteration 27Q: 3 clusters Score -2.301898e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232794 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -23019172.000000 Penalty: 6134.344727
	Iteration 28Q: 3 clusters Score -2.301917e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232996 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -23019330.000000 Penalty: 6134.344727
	Iteration 29Q: 3 clusters Score -2.301933e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233127 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -23019432.000000 Penalty: 6134.344727
	Iteration 30Q: 3 clusters Score -2.301943e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233222 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -23019504.000000 Penalty: 6134.344727
	Iteration 31Q: 3 clusters Score -2.30195e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233291 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -23019548.000000 Penalty: 6134.344727
	Iteration 32Q: 3 clusters Score -2.301955e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233355 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -23019612.000000 Penalty: 6134.344727
	Iteration 33Q: 3 clusters Score -2.301961e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233410 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -23019662.000000 Penalty: 6134.344727
	Iteration 34Q: 3 clusters Score -2.301966e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233441 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -23019708.000000 Penalty: 6134.344727
	Iteration 35Q: 3 clusters Score -2.301971e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233462 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -23019726.000000 Penalty: 6134.344727
	Iteration 36Q: 3 clusters Score -2.301973e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233470 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -23019742.000000 Penalty: 6134.344727
	Iteration 37Q: 3 clusters Score -2.301974e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233485 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -23019742.000000 Penalty: 6134.344727
	Iteration 38Q: 3 clusters Score -2.301974e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233497 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -23019754.000000 Penalty: 6134.344727
	Iteration 39Q: 3 clusters Score -2.301975e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233506 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -23019780.000000 Penalty: 6134.344727
	Iteration 40F: 3 clusters Score -2.301978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233507 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -23019790.000000 Penalty: 6134.344727
	Iteration 41Q: 3 clusters Score -2.301979e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233510 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -23019810.000000 Penalty: 6134.344727
	Iteration 42Q: 3 clusters Score -2.301981e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233517 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -23019810.000000 Penalty: 6134.344727
	Iteration 43Q: 3 clusters Score -2.301981e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233522 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -23019810.000000 Penalty: 6134.344727
	Iteration 44Q: 3 clusters Score -2.301981e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233528 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -23019834.000000 Penalty: 6134.344727
	Iteration 45Q: 3 clusters Score -2.301983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233530 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -23019822.000000 Penalty: 6134.344727
	Iteration 46Q: 3 clusters Score -2.301982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233534 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -23019824.000000 Penalty: 6134.344727
	Iteration 47Q: 3 clusters Score -2.301982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233533 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -23019822.000000 Penalty: 6134.344727
	Iteration 48Q: 3 clusters Score -2.301982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233536 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -23019826.000000 Penalty: 6134.344727
	Iteration 49Q: 3 clusters Score -2.301983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233535 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -23019828.000000 Penalty: 6134.344727
	Iteration 50Q: 3 clusters Score -2.301983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233534 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -23019822.000000 Penalty: 6134.344727
	Iteration 51Q: 3 clusters Score -2.301982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233534 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -23019822.000000 Penalty: 6134.344727
	Iteration 52F: 3 clusters Score -2.301982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (229314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229314 members 
Entering Unmasked Estep 
Score: -22375438.000000 Penalty: 3061.026367
	Iteration 0F: 2 clusters Score -2.237544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114600 members 
Mstep: Class 2 contains 114714 members 
Entering Unmasked Estep 
Score: -22225164.000000 Penalty: 6122.052734
	Iteration 0F: 3 clusters Score -2.222516e+07 nChanged 110446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115756 members 
Mstep: Class 2 contains 113558 members 
Entering Unmasked Estep 
Score: -22290104.000000 Penalty: 6122.052734
	Iteration 1F: 3 clusters Score -2.22901e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117021 members 
Mstep: Class 2 contains 112293 members 
Entering Unmasked Estep 
Score: -22291574.000000 Penalty: 6122.052734
	Iteration 2Q: 3 clusters Score -2.229157e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119286 members 
Mstep: Class 2 contains 110028 members 
Entering Unmasked Estep 
Score: -22293714.000000 Penalty: 6122.052734
	Iteration 3Q: 3 clusters Score -2.229371e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123045 members 
Mstep: Class 2 contains 106269 members 
Entering Unmasked Estep 
Score: -22297160.000000 Penalty: 6122.052734
	Iteration 4Q: 3 clusters Score -2.229716e+07 nChanged 12076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128963 members 
Mstep: Class 2 contains 100351 members 
Entering Unmasked Estep 
Score: -22303260.000000 Penalty: 6122.052734
	Iteration 5F: 3 clusters Score -2.230326e+07 nChanged 15325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137692 members 
Mstep: Class 2 contains 91622 members 
Entering Unmasked Estep 
Score: -22312412.000000 Penalty: 6122.052734
	Iteration 6F: 3 clusters Score -2.231241e+07 nChanged 17462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148414 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -22324334.000000 Penalty: 6122.052734
	Iteration 7F: 3 clusters Score -2.232433e+07 nChanged 17236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159624 members 
Mstep: Class 2 contains 69690 members 
Entering Unmasked Estep 
Score: -22335568.000000 Penalty: 6122.052734
	Iteration 8F: 3 clusters Score -2.233557e+07 nChanged 14570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169912 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -22344054.000000 Penalty: 6122.052734
	Iteration 9F: 3 clusters Score -2.234405e+07 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178937 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -22349748.000000 Penalty: 6122.052734
	Iteration 10Q: 3 clusters Score -2.234975e+07 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186971 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -22353930.000000 Penalty: 6122.052734
	Iteration 11Q: 3 clusters Score -2.235393e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194260 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -22357154.000000 Penalty: 6122.052734
	Iteration 12Q: 3 clusters Score -2.235715e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201073 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -22360428.000000 Penalty: 6122.052734
	Iteration 13Q: 3 clusters Score -2.236043e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207191 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -22363282.000000 Penalty: 6122.052734
	Iteration 14Q: 3 clusters Score -2.236328e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212431 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -22365840.000000 Penalty: 6122.052734
	Iteration 15Q: 3 clusters Score -2.236584e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216742 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -22368146.000000 Penalty: 6122.052734
	Iteration 16Q: 3 clusters Score -2.236815e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220122 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -22369772.000000 Penalty: 6122.052734
	Iteration 17Q: 3 clusters Score -2.236977e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222578 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -22370880.000000 Penalty: 6122.052734
	Iteration 18Q: 3 clusters Score -2.237088e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224338 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -22371704.000000 Penalty: 6122.052734
	Iteration 19Q: 3 clusters Score -2.23717e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225555 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -22372196.000000 Penalty: 6122.052734
	Iteration 20F: 3 clusters Score -2.23722e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226323 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -22372500.000000 Penalty: 6122.052734
	Iteration 21Q: 3 clusters Score -2.23725e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226809 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -22372772.000000 Penalty: 6122.052734
	Iteration 22Q: 3 clusters Score -2.237277e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227114 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -22372972.000000 Penalty: 6122.052734
	Iteration 23Q: 3 clusters Score -2.237297e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227298 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -22373084.000000 Penalty: 6122.052734
	Iteration 24Q: 3 clusters Score -2.237308e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227421 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -22373168.000000 Penalty: 6122.052734
	Iteration 25Q: 3 clusters Score -2.237317e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227509 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -22373210.000000 Penalty: 6122.052734
	Iteration 26Q: 3 clusters Score -2.237321e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227570 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -22373310.000000 Penalty: 6122.052734
	Iteration 27Q: 3 clusters Score -2.237331e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227617 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -22373330.000000 Penalty: 6122.052734
	Iteration 28Q: 3 clusters Score -2.237333e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227661 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -22373386.000000 Penalty: 6122.052734
	Iteration 29Q: 3 clusters Score -2.237339e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227691 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -22373412.000000 Penalty: 6122.052734
	Iteration 30Q: 3 clusters Score -2.237341e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227727 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -22373372.000000 Penalty: 6122.052734
	Iteration 31Q: 3 clusters Score -2.237337e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227761 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -22373414.000000 Penalty: 6122.052734
	Iteration 32Q: 3 clusters Score -2.237341e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227788 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -22373440.000000 Penalty: 6122.052734
	Iteration 33Q: 3 clusters Score -2.237344e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227808 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -22373440.000000 Penalty: 6122.052734
	Iteration 34Q: 3 clusters Score -2.237344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227819 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -22373442.000000 Penalty: 6122.052734
	Iteration 35Q: 3 clusters Score -2.237344e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227825 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -22373442.000000 Penalty: 6122.052734
	Iteration 36Q: 3 clusters Score -2.237344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227835 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -22373452.000000 Penalty: 6122.052734
	Iteration 37Q: 3 clusters Score -2.237345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227846 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -22373462.000000 Penalty: 6122.052734
	Iteration 38Q: 3 clusters Score -2.237346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227852 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -22373470.000000 Penalty: 6122.052734
	Iteration 39Q: 3 clusters Score -2.237347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227855 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -22373456.000000 Penalty: 6122.052734
	Iteration 40F: 3 clusters Score -2.237346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227851 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -22373452.000000 Penalty: 6122.052734
	Iteration 41Q: 3 clusters Score -2.237345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227850 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -22373462.000000 Penalty: 6122.052734
	Iteration 42Q: 3 clusters Score -2.237346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227851 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -22373468.000000 Penalty: 6122.052734
	Iteration 43Q: 3 clusters Score -2.237347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227851 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -22373466.000000 Penalty: 6122.052734
	Iteration 44Q: 3 clusters Score -2.237347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227853 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -22373472.000000 Penalty: 6122.052734
	Iteration 45Q: 3 clusters Score -2.237347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227854 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -22373468.000000 Penalty: 6122.052734
	Iteration 46Q: 3 clusters Score -2.237347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227856 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -22373468.000000 Penalty: 6122.052734
	Iteration 47Q: 3 clusters Score -2.237347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227856 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -22373460.000000 Penalty: 6122.052734
	Iteration 48Q: 3 clusters Score -2.237346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227855 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -22373478.000000 Penalty: 6122.052734
	Iteration 49Q: 3 clusters Score -2.237348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227854 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -22373468.000000 Penalty: 6122.052734
	Iteration 50Q: 3 clusters Score -2.237347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227855 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -22373476.000000 Penalty: 6122.052734
	Iteration 51Q: 3 clusters Score -2.237348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227856 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -22373460.000000 Penalty: 6122.052734
	Iteration 52Q: 3 clusters Score -2.237346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227856 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -22373460.000000 Penalty: 6122.052734
	Iteration 53F: 3 clusters Score -2.237346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (245067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245067 members 
Entering Unmasked Estep 
Score: -24020776.000000 Penalty: 3077.502930
	Iteration 0F: 2 clusters Score -2.402078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122713 members 
Mstep: Class 2 contains 122354 members 
Entering Unmasked Estep 
Score: -23856962.000000 Penalty: 6155.005859
	Iteration 0F: 3 clusters Score -2.385696e+07 nChanged 118129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126904 members 
Mstep: Class 2 contains 118163 members 
Entering Unmasked Estep 
Score: -23926520.000000 Penalty: 6155.005859
	Iteration 1F: 3 clusters Score -2.392652e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129776 members 
Mstep: Class 2 contains 115291 members 
Entering Unmasked Estep 
Score: -23928890.000000 Penalty: 6155.005859
	Iteration 2Q: 3 clusters Score -2.392889e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134575 members 
Mstep: Class 2 contains 110492 members 
Entering Unmasked Estep 
Score: -23933164.000000 Penalty: 6155.005859
	Iteration 3Q: 3 clusters Score -2.393316e+07 nChanged 12972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142417 members 
Mstep: Class 2 contains 102650 members 
Entering Unmasked Estep 
Score: -23939778.000000 Penalty: 6155.005859
	Iteration 4F: 3 clusters Score -2.393978e+07 nChanged 16485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154428 members 
Mstep: Class 2 contains 90639 members 
Entering Unmasked Estep 
Score: -23950178.000000 Penalty: 6155.005859
	Iteration 5F: 3 clusters Score -2.395018e+07 nChanged 19796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170880 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -23964748.000000 Penalty: 6155.005859
	Iteration 6F: 3 clusters Score -2.396475e+07 nChanged 20401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189219 members 
Mstep: Class 2 contains 55848 members 
Entering Unmasked Estep 
Score: -23981912.000000 Penalty: 6155.005859
	Iteration 7F: 3 clusters Score -2.398191e+07 nChanged 16907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204970 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -23997132.000000 Penalty: 6155.005859
	Iteration 8F: 3 clusters Score -2.399713e+07 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215693 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -24007168.000000 Penalty: 6155.005859
	Iteration 9Q: 3 clusters Score -2.400717e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222282 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -24013156.000000 Penalty: 6155.005859
	Iteration 10Q: 3 clusters Score -2.401316e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226291 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -24016942.000000 Penalty: 6155.005859
	Iteration 11Q: 3 clusters Score -2.401694e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228695 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -24019360.000000 Penalty: 6155.005859
	Iteration 12Q: 3 clusters Score -2.401936e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230269 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -24020866.000000 Penalty: 6155.005859
	Iteration 13Q: 3 clusters Score -2.402087e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231448 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -24021682.000000 Penalty: 6155.005859
	Iteration 14Q: 3 clusters Score -2.402168e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232446 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -24022370.000000 Penalty: 6155.005859
	Iteration 15Q: 3 clusters Score -2.402237e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233267 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -24022816.000000 Penalty: 6155.005859
	Iteration 16Q: 3 clusters Score -2.402282e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233945 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -24023302.000000 Penalty: 6155.005859
	Iteration 17Q: 3 clusters Score -2.40233e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234517 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -24023634.000000 Penalty: 6155.005859
	Iteration 18Q: 3 clusters Score -2.402363e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235032 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -24023958.000000 Penalty: 6155.005859
	Iteration 19Q: 3 clusters Score -2.402396e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235458 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -24024262.000000 Penalty: 6155.005859
	Iteration 20F: 3 clusters Score -2.402426e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235830 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -24024500.000000 Penalty: 6155.005859
	Iteration 21Q: 3 clusters Score -2.40245e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236116 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -24024662.000000 Penalty: 6155.005859
	Iteration 22Q: 3 clusters Score -2.402466e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236347 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -24024684.000000 Penalty: 6155.005859
	Iteration 23Q: 3 clusters Score -2.402468e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236553 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -24024826.000000 Penalty: 6155.005859
	Iteration 24Q: 3 clusters Score -2.402483e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236730 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -24024798.000000 Penalty: 6155.005859
	Iteration 25Q: 3 clusters Score -2.40248e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236845 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -24024796.000000 Penalty: 6155.005859
	Iteration 26Q: 3 clusters Score -2.40248e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236925 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -24024844.000000 Penalty: 6155.005859
	Iteration 27Q: 3 clusters Score -2.402484e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236984 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -24024836.000000 Penalty: 6155.005859
	Iteration 28Q: 3 clusters Score -2.402484e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237029 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -24024838.000000 Penalty: 6155.005859
	Iteration 29Q: 3 clusters Score -2.402484e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237080 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -24024834.000000 Penalty: 6155.005859
	Iteration 30Q: 3 clusters Score -2.402483e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237109 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -24024854.000000 Penalty: 6155.005859
	Iteration 31Q: 3 clusters Score -2.402485e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237134 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -24024838.000000 Penalty: 6155.005859
	Iteration 32Q: 3 clusters Score -2.402484e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237157 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -24024864.000000 Penalty: 6155.005859
	Iteration 33Q: 3 clusters Score -2.402486e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237179 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -24024848.000000 Penalty: 6155.005859
	Iteration 34Q: 3 clusters Score -2.402485e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237200 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -24024872.000000 Penalty: 6155.005859
	Iteration 35Q: 3 clusters Score -2.402487e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237229 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -24024870.000000 Penalty: 6155.005859
	Iteration 36Q: 3 clusters Score -2.402487e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237251 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -24024860.000000 Penalty: 6155.005859
	Iteration 37Q: 3 clusters Score -2.402486e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237268 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -24024830.000000 Penalty: 6155.005859
	Iteration 38Q: 3 clusters Score -2.402483e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237285 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -24024848.000000 Penalty: 6155.005859
	Iteration 39Q: 3 clusters Score -2.402485e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237301 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -24024862.000000 Penalty: 6155.005859
	Iteration 40F: 3 clusters Score -2.402486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237307 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -24024854.000000 Penalty: 6155.005859
	Iteration 41Q: 3 clusters Score -2.402485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237311 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -24024866.000000 Penalty: 6155.005859
	Iteration 42Q: 3 clusters Score -2.402487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237314 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -24024876.000000 Penalty: 6155.005859
	Iteration 43Q: 3 clusters Score -2.402488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237318 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -24024880.000000 Penalty: 6155.005859
	Iteration 44Q: 3 clusters Score -2.402488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237318 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -24024880.000000 Penalty: 6155.005859
	Iteration 45F: 3 clusters Score -2.402488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 139665 members 
Mstep: Class 3 contains 29319 members 
Mstep: Class 4 contains 66096 members 
Mstep: Class 5 contains 11929 members 
Mstep: Class 6 contains 26403 members 
Mstep: Class 7 contains 234295 members 
Mstep: Class 8 contains 101485 members 
Mstep: Class 9 contains 235068 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 229314 members 
Mstep: Class 12 contains 237318 members 
Mstep: Class 13 contains 24951 members 
Mstep: Class 14 contains 21239 members 
Mstep: Class 15 contains 75786 members 
Mstep: Class 16 contains 26075 members 
Mstep: Class 17 contains 16239 members 
Mstep: Class 18 contains 19953 members 
Mstep: Class 19 contains 5432 members 
Mstep: Class 20 contains 104380 members 
Mstep: Class 21 contains 9993 members 
Mstep: Class 22 contains 7749 members 
Entering Unmasked Estep 
Score: -157568896.000000 Penalty: 78182.000000
Splitting cluster 12 changes total score from -157548448.000000 to -157568896.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (24951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Entering Unmasked Estep 
Score: -2313605.250000 Penalty: 2510.917969
	Iteration 0F: 2 clusters Score -2313605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2296534.750000 Penalty: 5021.835938
	Iteration 0F: 3 clusters Score -2296535 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2302744.000000 Penalty: 5021.835938
	Iteration 1F: 3 clusters Score -2302744 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2303339.000000 Penalty: 5021.835938
	Iteration 2F: 3 clusters Score -2303339 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2303839.000000 Penalty: 5021.835938
	Iteration 3Q: 3 clusters Score -2303839 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2304404.250000 Penalty: 5021.835938
	Iteration 4Q: 3 clusters Score -2304404 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2305096.000000 Penalty: 5021.835938
	Iteration 5Q: 3 clusters Score -2305096 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2305883.750000 Penalty: 5021.835938
	Iteration 6F: 3 clusters Score -2305884 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2306860.250000 Penalty: 5021.835938
	Iteration 7F: 3 clusters Score -2306860 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2307894.500000 Penalty: 5021.835938
	Iteration 8F: 3 clusters Score -2307894 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2308908.250000 Penalty: 5021.835938
	Iteration 9F: 3 clusters Score -2308908 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2309687.500000 Penalty: 5021.835938
	Iteration 10Q: 3 clusters Score -2309688 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2310217.250000 Penalty: 5021.835938
	Iteration 11Q: 3 clusters Score -2310217 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2310568.500000 Penalty: 5021.835938
	Iteration 12Q: 3 clusters Score -2310568 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2310816.000000 Penalty: 5021.835938
	Iteration 13Q: 3 clusters Score -2310816 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2310997.000000 Penalty: 5021.835938
	Iteration 14Q: 3 clusters Score -2310997 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2311138.000000 Penalty: 5021.835938
	Iteration 15Q: 3 clusters Score -2311138 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2311244.000000 Penalty: 5021.835938
	Iteration 16Q: 3 clusters Score -2311244 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2311329.500000 Penalty: 5021.835938
	Iteration 17Q: 3 clusters Score -2311330 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2311394.500000 Penalty: 5021.835938
	Iteration 18Q: 3 clusters Score -2311394 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2311473.250000 Penalty: 5021.835938
	Iteration 19Q: 3 clusters Score -2311473 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2311561.750000 Penalty: 5021.835938
	Iteration 20F: 3 clusters Score -2311562 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2311657.500000 Penalty: 5021.835938
	Iteration 21Q: 3 clusters Score -2311658 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2311751.000000 Penalty: 5021.835938
	Iteration 22Q: 3 clusters Score -2311751 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2311851.500000 Penalty: 5021.835938
	Iteration 23Q: 3 clusters Score -2311852 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2311970.500000 Penalty: 5021.835938
	Iteration 24Q: 3 clusters Score -2311970 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2312062.250000 Penalty: 5021.835938
	Iteration 25Q: 3 clusters Score -2312062 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2312147.750000 Penalty: 5021.835938
	Iteration 26Q: 3 clusters Score -2312148 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2312245.250000 Penalty: 5021.835938
	Iteration 27Q: 3 clusters Score -2312245 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2312313.750000 Penalty: 5021.835938
	Iteration 28Q: 3 clusters Score -2312314 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2312370.250000 Penalty: 5021.835938
	Iteration 29Q: 3 clusters Score -2312370 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2312414.750000 Penalty: 5021.835938
	Iteration 30Q: 3 clusters Score -2312415 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2312472.500000 Penalty: 5021.835938
	Iteration 31Q: 3 clusters Score -2312472 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2312522.500000 Penalty: 5021.835938
	Iteration 32Q: 3 clusters Score -2312522 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2312560.250000 Penalty: 5021.835938
	Iteration 33Q: 3 clusters Score -2312560 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2312588.750000 Penalty: 5021.835938
	Iteration 34Q: 3 clusters Score -2312589 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2312611.250000 Penalty: 5021.835938
	Iteration 35Q: 3 clusters Score -2312611 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2312651.000000 Penalty: 5021.835938
	Iteration 36Q: 3 clusters Score -2312651 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2312692.250000 Penalty: 5021.835938
	Iteration 37Q: 3 clusters Score -2312692 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2312727.750000 Penalty: 5021.835938
	Iteration 38Q: 3 clusters Score -2312728 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2312780.500000 Penalty: 5021.835938
	Iteration 39Q: 3 clusters Score -2312780 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2312810.000000 Penalty: 5021.835938
	Iteration 40F: 3 clusters Score -2312810 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2312843.250000 Penalty: 5021.835938
	Iteration 41Q: 3 clusters Score -2312843 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2312886.500000 Penalty: 5021.835938
	Iteration 42Q: 3 clusters Score -2312886 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2312923.250000 Penalty: 5021.835938
	Iteration 43Q: 3 clusters Score -2312923 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2312963.500000 Penalty: 5021.835938
	Iteration 44Q: 3 clusters Score -2312964 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2312993.500000 Penalty: 5021.835938
	Iteration 45Q: 3 clusters Score -2312994 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2313033.500000 Penalty: 5021.835938
	Iteration 46Q: 3 clusters Score -2313034 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2313048.750000 Penalty: 5021.835938
	Iteration 47Q: 3 clusters Score -2313049 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2313077.750000 Penalty: 5021.835938
	Iteration 48Q: 3 clusters Score -2313078 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2313104.250000 Penalty: 5021.835938
	Iteration 49Q: 3 clusters Score -2313104 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2313124.750000 Penalty: 5021.835938
	Iteration 50Q: 3 clusters Score -2313125 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2313149.750000 Penalty: 5021.835938
	Iteration 51Q: 3 clusters Score -2313150 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2313181.250000 Penalty: 5021.835938
	Iteration 52Q: 3 clusters Score -2313181 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2313203.000000 Penalty: 5021.835938
	Iteration 53Q: 3 clusters Score -2313203 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2313221.250000 Penalty: 5021.835938
	Iteration 54Q: 3 clusters Score -2313221 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2313230.000000 Penalty: 5021.835938
	Iteration 55Q: 3 clusters Score -2313230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2313247.750000 Penalty: 5021.835938
	Iteration 56Q: 3 clusters Score -2313248 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2313250.500000 Penalty: 5021.835938
	Iteration 57Q: 3 clusters Score -2313250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2313266.750000 Penalty: 5021.835938
	Iteration 58Q: 3 clusters Score -2313267 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2313272.000000 Penalty: 5021.835938
	Iteration 59Q: 3 clusters Score -2313272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2313281.750000 Penalty: 5021.835938
	Iteration 60F: 3 clusters Score -2313282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2313291.000000 Penalty: 5021.835938
	Iteration 61Q: 3 clusters Score -2313291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2313300.500000 Penalty: 5021.835938
	Iteration 62Q: 3 clusters Score -2313300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2313307.500000 Penalty: 5021.835938
	Iteration 63Q: 3 clusters Score -2313308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2313305.750000 Penalty: 5021.835938
	Iteration 64Q: 3 clusters Score -2313306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2313307.750000 Penalty: 5021.835938
	Iteration 65Q: 3 clusters Score -2313308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2313311.750000 Penalty: 5021.835938
	Iteration 66Q: 3 clusters Score -2313312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2313309.750000 Penalty: 5021.835938
	Iteration 67Q: 3 clusters Score -2313310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2313310.750000 Penalty: 5021.835938
	Iteration 68Q: 3 clusters Score -2313311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2313310.750000 Penalty: 5021.835938
	Iteration 69Q: 3 clusters Score -2313311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2313309.250000 Penalty: 5021.835938
	Iteration 70Q: 3 clusters Score -2313309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2313312.000000 Penalty: 5021.835938
	Iteration 71Q: 3 clusters Score -2313312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2313313.750000 Penalty: 5021.835938
	Iteration 72Q: 3 clusters Score -2313314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2313307.750000 Penalty: 5021.835938
	Iteration 73Q: 3 clusters Score -2313308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2313312.250000 Penalty: 5021.835938
	Iteration 74Q: 3 clusters Score -2313312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2313312.500000 Penalty: 5021.835938
	Iteration 75Q: 3 clusters Score -2313312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2313313.500000 Penalty: 5021.835938
	Iteration 76Q: 3 clusters Score -2313314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2313312.750000 Penalty: 5021.835938
	Iteration 77Q: 3 clusters Score -2313313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2313315.750000 Penalty: 5021.835938
	Iteration 78Q: 3 clusters Score -2313316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2313314.750000 Penalty: 5021.835938
	Iteration 79Q: 3 clusters Score -2313315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2313310.750000 Penalty: 5021.835938
	Iteration 80F: 3 clusters Score -2313311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2313309.250000 Penalty: 5021.835938
	Iteration 81Q: 3 clusters Score -2313309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2313312.000000 Penalty: 5021.835938
	Iteration 82Q: 3 clusters Score -2313312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2313311.750000 Penalty: 5021.835938
	Iteration 83Q: 3 clusters Score -2313312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2313314.250000 Penalty: 5021.835938
	Iteration 84Q: 3 clusters Score -2313314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2313315.000000 Penalty: 5021.835938
	Iteration 85Q: 3 clusters Score -2313315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2313318.250000 Penalty: 5021.835938
	Iteration 86Q: 3 clusters Score -2313318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2313315.250000 Penalty: 5021.835938
	Iteration 87Q: 3 clusters Score -2313315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2313321.750000 Penalty: 5021.835938
	Iteration 88Q: 3 clusters Score -2313322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2313319.750000 Penalty: 5021.835938
	Iteration 89Q: 3 clusters Score -2313320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2313319.000000 Penalty: 5021.835938
	Iteration 90Q: 3 clusters Score -2313319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2313315.750000 Penalty: 5021.835938
	Iteration 91Q: 3 clusters Score -2313316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2313314.250000 Penalty: 5021.835938
	Iteration 92Q: 3 clusters Score -2313314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2313321.250000 Penalty: 5021.835938
	Iteration 93Q: 3 clusters Score -2313321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2313320.250000 Penalty: 5021.835938
	Iteration 94Q: 3 clusters Score -2313320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2313318.500000 Penalty: 5021.835938
	Iteration 95Q: 3 clusters Score -2313318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2313315.750000 Penalty: 5021.835938
	Iteration 96Q: 3 clusters Score -2313316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2313320.250000 Penalty: 5021.835938
	Iteration 97Q: 3 clusters Score -2313320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2313319.250000 Penalty: 5021.835938
	Iteration 98Q: 3 clusters Score -2313319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2313319.000000 Penalty: 5021.835938
	Iteration 99Q: 3 clusters Score -2313319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2313324.500000 Penalty: 5021.835938
	Iteration 100F: 3 clusters Score -2313324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2313328.000000 Penalty: 5021.835938
	Iteration 101Q: 3 clusters Score -2313328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2313331.250000 Penalty: 5021.835938
	Iteration 102Q: 3 clusters Score -2313331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2313329.500000 Penalty: 5021.835938
	Iteration 103Q: 3 clusters Score -2313330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2313335.250000 Penalty: 5021.835938
	Iteration 104Q: 3 clusters Score -2313335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2313334.250000 Penalty: 5021.835938
	Iteration 105Q: 3 clusters Score -2313334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2313333.250000 Penalty: 5021.835938
	Iteration 106Q: 3 clusters Score -2313333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2313336.750000 Penalty: 5021.835938
	Iteration 107Q: 3 clusters Score -2313337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2313337.500000 Penalty: 5021.835938
	Iteration 108Q: 3 clusters Score -2313338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2313336.000000 Penalty: 5021.835938
	Iteration 109Q: 3 clusters Score -2313336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2313337.500000 Penalty: 5021.835938
	Iteration 110Q: 3 clusters Score -2313338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2313335.750000 Penalty: 5021.835938
	Iteration 111Q: 3 clusters Score -2313336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2313336.000000 Penalty: 5021.835938
	Iteration 112Q: 3 clusters Score -2313336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2313336.750000 Penalty: 5021.835938
	Iteration 113Q: 3 clusters Score -2313337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2313336.750000 Penalty: 5021.835938
	Iteration 114F: 3 clusters Score -2313337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Entering Unmasked Estep 
Score: -1892156.375000 Penalty: 2470.971436
	Iteration 0F: 2 clusters Score -1892156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1877448.125000 Penalty: 4941.942871
	Iteration 0F: 3 clusters Score -1877448 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1884511.875000 Penalty: 4941.942871
	Iteration 1F: 3 clusters Score -1884512 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1889234.500000 Penalty: 4941.942871
	Iteration 2F: 3 clusters Score -1889234 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1896603.125000 Penalty: 4941.942871
	Iteration 3F: 3 clusters Score -1896603 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1901400.125000 Penalty: 4941.942871
	Iteration 4F: 3 clusters Score -1901400 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1902539.375000 Penalty: 4941.942871
	Iteration 5F: 3 clusters Score -1902539 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1902779.000000 Penalty: 4941.942871
	Iteration 6Q: 3 clusters Score -1902779 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1902856.000000 Penalty: 4941.942871
	Iteration 7Q: 3 clusters Score -1902856 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1902897.375000 Penalty: 4941.942871
	Iteration 8Q: 3 clusters Score -1902897 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1902933.500000 Penalty: 4941.942871
	Iteration 9Q: 3 clusters Score -1902934 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1902956.250000 Penalty: 4941.942871
	Iteration 10Q: 3 clusters Score -1902956 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1902977.625000 Penalty: 4941.942871
	Iteration 11Q: 3 clusters Score -1902978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1903001.625000 Penalty: 4941.942871
	Iteration 12Q: 3 clusters Score -1903002 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1903012.625000 Penalty: 4941.942871
	Iteration 13Q: 3 clusters Score -1903013 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1903034.125000 Penalty: 4941.942871
	Iteration 14Q: 3 clusters Score -1903034 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1903062.500000 Penalty: 4941.942871
	Iteration 15Q: 3 clusters Score -1903062 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1903081.750000 Penalty: 4941.942871
	Iteration 16Q: 3 clusters Score -1903082 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1903112.875000 Penalty: 4941.942871
	Iteration 17Q: 3 clusters Score -1903113 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1903154.625000 Penalty: 4941.942871
	Iteration 18Q: 3 clusters Score -1903155 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1903216.625000 Penalty: 4941.942871
	Iteration 19Q: 3 clusters Score -1903217 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1903304.375000 Penalty: 4941.942871
	Iteration 20F: 3 clusters Score -1903304 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1903429.250000 Penalty: 4941.942871
	Iteration 21Q: 3 clusters Score -1903429 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1903547.000000 Penalty: 4941.942871
	Iteration 22Q: 3 clusters Score -1903547 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1903644.125000 Penalty: 4941.942871
	Iteration 23Q: 3 clusters Score -1903644 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1903753.875000 Penalty: 4941.942871
	Iteration 24Q: 3 clusters Score -1903754 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1903853.375000 Penalty: 4941.942871
	Iteration 25Q: 3 clusters Score -1903853 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1903901.875000 Penalty: 4941.942871
	Iteration 26Q: 3 clusters Score -1903902 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1903922.000000 Penalty: 4941.942871
	Iteration 27Q: 3 clusters Score -1903922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1903938.500000 Penalty: 4941.942871
	Iteration 28Q: 3 clusters Score -1903938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1903952.125000 Penalty: 4941.942871
	Iteration 29Q: 3 clusters Score -1903952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1903956.375000 Penalty: 4941.942871
	Iteration 30Q: 3 clusters Score -1903956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1903957.750000 Penalty: 4941.942871
	Iteration 31Q: 3 clusters Score -1903958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1903961.500000 Penalty: 4941.942871
	Iteration 32Q: 3 clusters Score -1903962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1903963.375000 Penalty: 4941.942871
	Iteration 33Q: 3 clusters Score -1903963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1903963.875000 Penalty: 4941.942871
	Iteration 34Q: 3 clusters Score -1903964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1903963.875000 Penalty: 4941.942871
	Iteration 35F: 3 clusters Score -1903964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 139665 members 
Mstep: Class 3 contains 29319 members 
Mstep: Class 4 contains 66096 members 
Mstep: Class 5 contains 11929 members 
Mstep: Class 6 contains 26403 members 
Mstep: Class 7 contains 234295 members 
Mstep: Class 8 contains 101485 members 
Mstep: Class 9 contains 235068 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 229314 members 
Mstep: Class 12 contains 237318 members 
Mstep: Class 13 contains 24951 members 
Mstep: Class 14 contains 14906 members 
Mstep: Class 15 contains 75786 members 
Mstep: Class 16 contains 26075 members 
Mstep: Class 17 contains 16239 members 
Mstep: Class 18 contains 19953 members 
Mstep: Class 19 contains 5432 members 
Mstep: Class 20 contains 104380 members 
Mstep: Class 21 contains 9993 members 
Mstep: Class 22 contains 7749 members 
Mstep: Class 23 contains 6333 members 
Entering Unmasked Estep 
Score: -157580832.000000 Penalty: 81735.726562
Splitting cluster 14 changes total score from -157548448.000000 to -157580832.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (75786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75786 members 
Entering Unmasked Estep 
Score: -7547436.500000 Penalty: 2786.446045
	Iteration 0F: 2 clusters Score -7547436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -7496617.000000 Penalty: 5572.892090
	Iteration 0F: 3 clusters Score -7496617 nChanged 35417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -7516565.500000 Penalty: 5572.892090
	Iteration 1F: 3 clusters Score -7516566 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -7517489.500000 Penalty: 5572.892090
	Iteration 2Q: 3 clusters Score -7517490 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -7518607.500000 Penalty: 5572.892090
	Iteration 3Q: 3 clusters Score -7518608 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -7520136.000000 Penalty: 5572.892090
	Iteration 4Q: 3 clusters Score -7520136 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -7522226.000000 Penalty: 5572.892090
	Iteration 5Q: 3 clusters Score -7522226 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -7525005.500000 Penalty: 5572.892090
	Iteration 6Q: 3 clusters Score -7525006 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -7528490.500000 Penalty: 5572.892090
	Iteration 7F: 3 clusters Score -7528490 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -7532101.000000 Penalty: 5572.892090
	Iteration 8F: 3 clusters Score -7532101 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -7535486.500000 Penalty: 5572.892090
	Iteration 9F: 3 clusters Score -7535486 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -7538087.000000 Penalty: 5572.892090
	Iteration 10Q: 3 clusters Score -7538087 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62232 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -7539926.500000 Penalty: 5572.892090
	Iteration 11Q: 3 clusters Score -7539926 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -7541180.500000 Penalty: 5572.892090
	Iteration 12Q: 3 clusters Score -7541180 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -7542056.500000 Penalty: 5572.892090
	Iteration 13Q: 3 clusters Score -7542056 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -7542673.000000 Penalty: 5572.892090
	Iteration 14Q: 3 clusters Score -7542673 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -7543174.500000 Penalty: 5572.892090
	Iteration 15Q: 3 clusters Score -7543174 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -7543491.500000 Penalty: 5572.892090
	Iteration 16Q: 3 clusters Score -7543492 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -7543766.500000 Penalty: 5572.892090
	Iteration 17Q: 3 clusters Score -7543766 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -7543989.500000 Penalty: 5572.892090
	Iteration 18Q: 3 clusters Score -7543990 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -7544106.000000 Penalty: 5572.892090
	Iteration 19Q: 3 clusters Score -7544106 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -7544269.000000 Penalty: 5572.892090
	Iteration 20F: 3 clusters Score -7544269 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -7544339.500000 Penalty: 5572.892090
	Iteration 21Q: 3 clusters Score -7544340 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -7544385.500000 Penalty: 5572.892090
	Iteration 22Q: 3 clusters Score -7544386 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -7544475.000000 Penalty: 5572.892090
	Iteration 23Q: 3 clusters Score -7544475 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -7544534.500000 Penalty: 5572.892090
	Iteration 24Q: 3 clusters Score -7544534 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -7544575.500000 Penalty: 5572.892090
	Iteration 25Q: 3 clusters Score -7544576 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68959 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -7544605.000000 Penalty: 5572.892090
	Iteration 26Q: 3 clusters Score -7544605 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69145 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -7544624.000000 Penalty: 5572.892090
	Iteration 27Q: 3 clusters Score -7544624 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -7544688.500000 Penalty: 5572.892090
	Iteration 28Q: 3 clusters Score -7544688 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69527 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -7544745.000000 Penalty: 5572.892090
	Iteration 29Q: 3 clusters Score -7544745 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69694 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -7544774.500000 Penalty: 5572.892090
	Iteration 30Q: 3 clusters Score -7544774 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69845 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -7544810.500000 Penalty: 5572.892090
	Iteration 31Q: 3 clusters Score -7544810 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -7544823.500000 Penalty: 5572.892090
	Iteration 32Q: 3 clusters Score -7544824 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -7544866.000000 Penalty: 5572.892090
	Iteration 33Q: 3 clusters Score -7544866 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70320 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -7544895.500000 Penalty: 5572.892090
	Iteration 34Q: 3 clusters Score -7544896 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70475 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -7544922.000000 Penalty: 5572.892090
	Iteration 35Q: 3 clusters Score -7544922 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70598 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -7544937.500000 Penalty: 5572.892090
	Iteration 36Q: 3 clusters Score -7544938 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -7544950.000000 Penalty: 5572.892090
	Iteration 37Q: 3 clusters Score -7544950 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70828 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -7544975.000000 Penalty: 5572.892090
	Iteration 38Q: 3 clusters Score -7544975 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -7544986.500000 Penalty: 5572.892090
	Iteration 39Q: 3 clusters Score -7544986 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -7545019.500000 Penalty: 5572.892090
	Iteration 40F: 3 clusters Score -7545020 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -7545037.500000 Penalty: 5572.892090
	Iteration 41Q: 3 clusters Score -7545038 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71274 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -7545055.000000 Penalty: 5572.892090
	Iteration 42Q: 3 clusters Score -7545055 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71401 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -7545071.500000 Penalty: 5572.892090
	Iteration 43Q: 3 clusters Score -7545072 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -7545094.500000 Penalty: 5572.892090
	Iteration 44Q: 3 clusters Score -7545094 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71610 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -7545116.000000 Penalty: 5572.892090
	Iteration 45Q: 3 clusters Score -7545116 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71694 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -7545127.000000 Penalty: 5572.892090
	Iteration 46Q: 3 clusters Score -7545127 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71774 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -7545140.500000 Penalty: 5572.892090
	Iteration 47Q: 3 clusters Score -7545140 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -7545148.000000 Penalty: 5572.892090
	Iteration 48Q: 3 clusters Score -7545148 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -7545164.500000 Penalty: 5572.892090
	Iteration 49Q: 3 clusters Score -7545164 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71974 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -7545180.000000 Penalty: 5572.892090
	Iteration 50Q: 3 clusters Score -7545180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -7545175.000000 Penalty: 5572.892090
	Iteration 51Q: 3 clusters Score -7545175 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72052 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -7545178.500000 Penalty: 5572.892090
	Iteration 52Q: 3 clusters Score -7545178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -7545196.500000 Penalty: 5572.892090
	Iteration 53Q: 3 clusters Score -7545196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -7545209.000000 Penalty: 5572.892090
	Iteration 54Q: 3 clusters Score -7545209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -7545191.000000 Penalty: 5572.892090
	Iteration 55Q: 3 clusters Score -7545191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -7545204.500000 Penalty: 5572.892090
	Iteration 56Q: 3 clusters Score -7545204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -7545215.500000 Penalty: 5572.892090
	Iteration 57Q: 3 clusters Score -7545216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -7545219.500000 Penalty: 5572.892090
	Iteration 58Q: 3 clusters Score -7545220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72242 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -7545227.500000 Penalty: 5572.892090
	Iteration 59Q: 3 clusters Score -7545228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -7545219.000000 Penalty: 5572.892090
	Iteration 60F: 3 clusters Score -7545219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72288 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -7545223.500000 Penalty: 5572.892090
	Iteration 61Q: 3 clusters Score -7545224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72316 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -7545213.000000 Penalty: 5572.892090
	Iteration 62Q: 3 clusters Score -7545213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -7545224.000000 Penalty: 5572.892090
	Iteration 63Q: 3 clusters Score -7545224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72350 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -7545217.500000 Penalty: 5572.892090
	Iteration 64Q: 3 clusters Score -7545218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72361 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -7545206.500000 Penalty: 5572.892090
	Iteration 65Q: 3 clusters Score -7545206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72372 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -7545223.500000 Penalty: 5572.892090
	Iteration 66Q: 3 clusters Score -7545224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72381 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -7545226.000000 Penalty: 5572.892090
	Iteration 67Q: 3 clusters Score -7545226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72389 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -7545227.000000 Penalty: 5572.892090
	Iteration 68Q: 3 clusters Score -7545227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72398 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -7545239.000000 Penalty: 5572.892090
	Iteration 69Q: 3 clusters Score -7545239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72406 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -7545229.500000 Penalty: 5572.892090
	Iteration 70Q: 3 clusters Score -7545230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -7545239.000000 Penalty: 5572.892090
	Iteration 71Q: 3 clusters Score -7545239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -7545237.000000 Penalty: 5572.892090
	Iteration 72Q: 3 clusters Score -7545237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72442 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -7545237.500000 Penalty: 5572.892090
	Iteration 73Q: 3 clusters Score -7545238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72448 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -7545239.500000 Penalty: 5572.892090
	Iteration 74Q: 3 clusters Score -7545240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72454 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -7545255.000000 Penalty: 5572.892090
	Iteration 75Q: 3 clusters Score -7545255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -7545248.000000 Penalty: 5572.892090
	Iteration 76Q: 3 clusters Score -7545248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -7545255.500000 Penalty: 5572.892090
	Iteration 77Q: 3 clusters Score -7545256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72479 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -7545250.000000 Penalty: 5572.892090
	Iteration 78Q: 3 clusters Score -7545250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -7545245.500000 Penalty: 5572.892090
	Iteration 79Q: 3 clusters Score -7545246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72489 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -7545242.500000 Penalty: 5572.892090
	Iteration 80F: 3 clusters Score -7545242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72496 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -7545243.500000 Penalty: 5572.892090
	Iteration 81Q: 3 clusters Score -7545244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72504 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -7545234.000000 Penalty: 5572.892090
	Iteration 82Q: 3 clusters Score -7545234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72508 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -7545240.500000 Penalty: 5572.892090
	Iteration 83Q: 3 clusters Score -7545240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72511 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -7545233.500000 Penalty: 5572.892090
	Iteration 84Q: 3 clusters Score -7545234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -7545235.000000 Penalty: 5572.892090
	Iteration 85Q: 3 clusters Score -7545235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72513 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -7545239.000000 Penalty: 5572.892090
	Iteration 86Q: 3 clusters Score -7545239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72514 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -7545238.000000 Penalty: 5572.892090
	Iteration 87Q: 3 clusters Score -7545238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72515 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -7545236.500000 Penalty: 5572.892090
	Iteration 88Q: 3 clusters Score -7545236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72515 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -7545236.500000 Penalty: 5572.892090
	Iteration 89F: 3 clusters Score -7545236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Entering Unmasked Estep 
Score: -2254222.250000 Penalty: 2521.845703
	Iteration 0F: 2 clusters Score -2254222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2236529.000000 Penalty: 5043.691406
	Iteration 0F: 3 clusters Score -2236529 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2246965.500000 Penalty: 5043.691406
	Iteration 1F: 3 clusters Score -2246966 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2251826.250000 Penalty: 5043.691406
	Iteration 2F: 3 clusters Score -2251826 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2255035.250000 Penalty: 5043.691406
	Iteration 3F: 3 clusters Score -2255035 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2256353.750000 Penalty: 5043.691406
	Iteration 4F: 3 clusters Score -2256354 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2256877.000000 Penalty: 5043.691406
	Iteration 5Q: 3 clusters Score -2256877 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2257082.000000 Penalty: 5043.691406
	Iteration 6Q: 3 clusters Score -2257082 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2257224.250000 Penalty: 5043.691406
	Iteration 7Q: 3 clusters Score -2257224 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2257336.000000 Penalty: 5043.691406
	Iteration 8Q: 3 clusters Score -2257336 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2257443.000000 Penalty: 5043.691406
	Iteration 9Q: 3 clusters Score -2257443 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2257598.750000 Penalty: 5043.691406
	Iteration 10Q: 3 clusters Score -2257599 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2257849.250000 Penalty: 5043.691406
	Iteration 11Q: 3 clusters Score -2257849 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2258046.250000 Penalty: 5043.691406
	Iteration 12Q: 3 clusters Score -2258046 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2258162.500000 Penalty: 5043.691406
	Iteration 13Q: 3 clusters Score -2258162 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2258226.500000 Penalty: 5043.691406
	Iteration 14Q: 3 clusters Score -2258226 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2258292.250000 Penalty: 5043.691406
	Iteration 15Q: 3 clusters Score -2258292 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2258351.250000 Penalty: 5043.691406
	Iteration 16Q: 3 clusters Score -2258351 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2258398.250000 Penalty: 5043.691406
	Iteration 17Q: 3 clusters Score -2258398 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2258442.750000 Penalty: 5043.691406
	Iteration 18Q: 3 clusters Score -2258443 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2258487.250000 Penalty: 5043.691406
	Iteration 19Q: 3 clusters Score -2258487 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2258548.500000 Penalty: 5043.691406
	Iteration 20F: 3 clusters Score -2258548 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2258605.250000 Penalty: 5043.691406
	Iteration 21Q: 3 clusters Score -2258605 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2258671.250000 Penalty: 5043.691406
	Iteration 22Q: 3 clusters Score -2258671 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2258717.250000 Penalty: 5043.691406
	Iteration 23Q: 3 clusters Score -2258717 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2258774.750000 Penalty: 5043.691406
	Iteration 24Q: 3 clusters Score -2258775 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2258833.500000 Penalty: 5043.691406
	Iteration 25Q: 3 clusters Score -2258834 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2258881.000000 Penalty: 5043.691406
	Iteration 26Q: 3 clusters Score -2258881 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2258915.750000 Penalty: 5043.691406
	Iteration 27Q: 3 clusters Score -2258916 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2258971.500000 Penalty: 5043.691406
	Iteration 28Q: 3 clusters Score -2258972 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2258996.500000 Penalty: 5043.691406
	Iteration 29Q: 3 clusters Score -2258996 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2259048.500000 Penalty: 5043.691406
	Iteration 30Q: 3 clusters Score -2259048 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2259082.000000 Penalty: 5043.691406
	Iteration 31Q: 3 clusters Score -2259082 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2259095.500000 Penalty: 5043.691406
	Iteration 32Q: 3 clusters Score -2259096 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2259111.750000 Penalty: 5043.691406
	Iteration 33Q: 3 clusters Score -2259112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2259121.250000 Penalty: 5043.691406
	Iteration 34Q: 3 clusters Score -2259121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2259128.000000 Penalty: 5043.691406
	Iteration 35Q: 3 clusters Score -2259128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2259135.750000 Penalty: 5043.691406
	Iteration 36Q: 3 clusters Score -2259136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2259137.250000 Penalty: 5043.691406
	Iteration 37Q: 3 clusters Score -2259137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2259141.750000 Penalty: 5043.691406
	Iteration 38Q: 3 clusters Score -2259142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2259138.750000 Penalty: 5043.691406
	Iteration 39Q: 3 clusters Score -2259139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2259148.000000 Penalty: 5043.691406
	Iteration 40F: 3 clusters Score -2259148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2259148.750000 Penalty: 5043.691406
	Iteration 41Q: 3 clusters Score -2259149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2259149.000000 Penalty: 5043.691406
	Iteration 42Q: 3 clusters Score -2259149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2259146.500000 Penalty: 5043.691406
	Iteration 43Q: 3 clusters Score -2259146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2259147.500000 Penalty: 5043.691406
	Iteration 44Q: 3 clusters Score -2259148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2259147.500000 Penalty: 5043.691406
	Iteration 45F: 3 clusters Score -2259148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 139665 members 
Mstep: Class 3 contains 29319 members 
Mstep: Class 4 contains 66096 members 
Mstep: Class 5 contains 11929 members 
Mstep: Class 6 contains 26403 members 
Mstep: Class 7 contains 234295 members 
Mstep: Class 8 contains 101485 members 
Mstep: Class 9 contains 235068 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 229314 members 
Mstep: Class 12 contains 237318 members 
Mstep: Class 13 contains 24951 members 
Mstep: Class 14 contains 14906 members 
Mstep: Class 15 contains 75786 members 
Mstep: Class 16 contains 22152 members 
Mstep: Class 17 contains 16239 members 
Mstep: Class 18 contains 19953 members 
Mstep: Class 19 contains 5432 members 
Mstep: Class 20 contains 104380 members 
Mstep: Class 21 contains 9993 members 
Mstep: Class 22 contains 7749 members 
Mstep: Class 23 contains 6333 members 
Mstep: Class 24 contains 3923 members 
Entering Unmasked Estep 
Score: -157584368.000000 Penalty: 85289.453125
Splitting cluster 16 changes total score from -157548448.000000 to -157584368.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (19953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Entering Unmasked Estep 
Score: -1874259.000000 Penalty: 2455.481445
	Iteration 0F: 2 clusters Score -1874259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1860295.000000 Penalty: 4910.962891
	Iteration 0F: 3 clusters Score -1860295 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1865131.625000 Penalty: 4910.962891
	Iteration 1F: 3 clusters Score -1865132 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1865937.000000 Penalty: 4910.962891
	Iteration 2F: 3 clusters Score -1865937 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1866975.125000 Penalty: 4910.962891
	Iteration 3F: 3 clusters Score -1866975 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1868372.875000 Penalty: 4910.962891
	Iteration 4F: 3 clusters Score -1868373 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1870447.875000 Penalty: 4910.962891
	Iteration 5F: 3 clusters Score -1870448 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1872655.125000 Penalty: 4910.962891
	Iteration 6F: 3 clusters Score -1872655 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1874149.125000 Penalty: 4910.962891
	Iteration 7F: 3 clusters Score -1874149 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1875173.125000 Penalty: 4910.962891
	Iteration 8F: 3 clusters Score -1875173 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1875955.125000 Penalty: 4910.962891
	Iteration 9Q: 3 clusters Score -1875955 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1876544.875000 Penalty: 4910.962891
	Iteration 10Q: 3 clusters Score -1876545 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1876928.875000 Penalty: 4910.962891
	Iteration 11Q: 3 clusters Score -1876929 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1877153.625000 Penalty: 4910.962891
	Iteration 12Q: 3 clusters Score -1877154 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1877326.625000 Penalty: 4910.962891
	Iteration 13Q: 3 clusters Score -1877327 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1877544.375000 Penalty: 4910.962891
	Iteration 14Q: 3 clusters Score -1877544 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1877898.125000 Penalty: 4910.962891
	Iteration 15Q: 3 clusters Score -1877898 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1878159.500000 Penalty: 4910.962891
	Iteration 16Q: 3 clusters Score -1878160 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1878228.000000 Penalty: 4910.962891
	Iteration 17Q: 3 clusters Score -1878228 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1878263.125000 Penalty: 4910.962891
	Iteration 18Q: 3 clusters Score -1878263 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1878272.375000 Penalty: 4910.962891
	Iteration 19Q: 3 clusters Score -1878272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1878282.125000 Penalty: 4910.962891
	Iteration 20F: 3 clusters Score -1878282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1878285.375000 Penalty: 4910.962891
	Iteration 21Q: 3 clusters Score -1878285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1878283.875000 Penalty: 4910.962891
	Iteration 22Q: 3 clusters Score -1878284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1878284.250000 Penalty: 4910.962891
	Iteration 23Q: 3 clusters Score -1878284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1878284.125000 Penalty: 4910.962891
	Iteration 24Q: 3 clusters Score -1878284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1878284.500000 Penalty: 4910.962891
	Iteration 25Q: 3 clusters Score -1878284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1878283.000000 Penalty: 4910.962891
	Iteration 26Q: 3 clusters Score -1878283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1878282.750000 Penalty: 4910.962891
	Iteration 27Q: 3 clusters Score -1878283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1878286.375000 Penalty: 4910.962891
	Iteration 28Q: 3 clusters Score -1878286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1878290.625000 Penalty: 4910.962891
	Iteration 29Q: 3 clusters Score -1878291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1878289.750000 Penalty: 4910.962891
	Iteration 30Q: 3 clusters Score -1878290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1878290.500000 Penalty: 4910.962891
	Iteration 31Q: 3 clusters Score -1878290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1878289.500000 Penalty: 4910.962891
	Iteration 32Q: 3 clusters Score -1878290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1878291.375000 Penalty: 4910.962891
	Iteration 33Q: 3 clusters Score -1878291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1878291.375000 Penalty: 4910.962891
	Iteration 34Q: 3 clusters Score -1878291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1878290.500000 Penalty: 4910.962891
	Iteration 35Q: 3 clusters Score -1878290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1878290.000000 Penalty: 4910.962891
	Iteration 36Q: 3 clusters Score -1878290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1878290.000000 Penalty: 4910.962891
	Iteration 37F: 3 clusters Score -1878290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 139665 members 
Mstep: Class 3 contains 29319 members 
Mstep: Class 4 contains 66096 members 
Mstep: Class 5 contains 11929 members 
Mstep: Class 6 contains 26403 members 
Mstep: Class 7 contains 234295 members 
Mstep: Class 8 contains 101485 members 
Mstep: Class 9 contains 235068 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 229314 members 
Mstep: Class 12 contains 237318 members 
Mstep: Class 13 contains 24951 members 
Mstep: Class 14 contains 14906 members 
Mstep: Class 15 contains 75786 members 
Mstep: Class 16 contains 22152 members 
Mstep: Class 17 contains 16239 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 19 contains 5432 members 
Mstep: Class 20 contains 104380 members 
Mstep: Class 21 contains 9993 members 
Mstep: Class 22 contains 7749 members 
Mstep: Class 23 contains 6333 members 
Mstep: Class 24 contains 3923 members 
Mstep: Class 25 contains 15400 members 
Entering Unmasked Estep 
Score: -157587984.000000 Penalty: 88843.179688
Splitting cluster 18 changes total score from -157548448.000000 to -157587984.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (104380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104380 members 
Entering Unmasked Estep 
Score: -10279516.000000 Penalty: 2865.836914
	Iteration 0F: 2 clusters Score -1.027952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52104 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -10209544.000000 Penalty: 5731.673828
	Iteration 0F: 3 clusters Score -1.020954e+07 nChanged 49681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -10238496.000000 Penalty: 5731.673828
	Iteration 1F: 3 clusters Score -1.02385e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -10239695.000000 Penalty: 5731.673828
	Iteration 2Q: 3 clusters Score -1.02397e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -10241262.000000 Penalty: 5731.673828
	Iteration 3Q: 3 clusters Score -1.024126e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -10243164.000000 Penalty: 5731.673828
	Iteration 4Q: 3 clusters Score -1.024316e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -10245495.000000 Penalty: 5731.673828
	Iteration 5F: 3 clusters Score -1.02455e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -10248077.000000 Penalty: 5731.673828
	Iteration 6F: 3 clusters Score -1.024808e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -10250634.000000 Penalty: 5731.673828
	Iteration 7F: 3 clusters Score -1.025063e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -10252686.000000 Penalty: 5731.673828
	Iteration 8F: 3 clusters Score -1.025269e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -10254399.000000 Penalty: 5731.673828
	Iteration 9Q: 3 clusters Score -1.02544e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55942 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -10255546.000000 Penalty: 5731.673828
	Iteration 10Q: 3 clusters Score -1.025555e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -10256268.000000 Penalty: 5731.673828
	Iteration 11Q: 3 clusters Score -1.025627e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -10256765.000000 Penalty: 5731.673828
	Iteration 12Q: 3 clusters Score -1.025676e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -10257000.000000 Penalty: 5731.673828
	Iteration 13Q: 3 clusters Score -1.0257e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -10257232.000000 Penalty: 5731.673828
	Iteration 14Q: 3 clusters Score -1.025723e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -10257363.000000 Penalty: 5731.673828
	Iteration 15Q: 3 clusters Score -1.025736e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -10257510.000000 Penalty: 5731.673828
	Iteration 16Q: 3 clusters Score -1.025751e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58320 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -10257606.000000 Penalty: 5731.673828
	Iteration 17Q: 3 clusters Score -1.025761e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -10257649.000000 Penalty: 5731.673828
	Iteration 18Q: 3 clusters Score -1.025765e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -10257680.000000 Penalty: 5731.673828
	Iteration 19Q: 3 clusters Score -1.025768e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -10257684.000000 Penalty: 5731.673828
	Iteration 20F: 3 clusters Score -1.025768e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -10257833.000000 Penalty: 5731.673828
	Iteration 21Q: 3 clusters Score -1.025783e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -10257877.000000 Penalty: 5731.673828
	Iteration 22Q: 3 clusters Score -1.025788e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -10257916.000000 Penalty: 5731.673828
	Iteration 23Q: 3 clusters Score -1.025792e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -10258006.000000 Penalty: 5731.673828
	Iteration 24Q: 3 clusters Score -1.025801e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -10258174.000000 Penalty: 5731.673828
	Iteration 25Q: 3 clusters Score -1.025817e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -10258337.000000 Penalty: 5731.673828
	Iteration 26Q: 3 clusters Score -1.025834e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65906 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -10258526.000000 Penalty: 5731.673828
	Iteration 27Q: 3 clusters Score -1.025853e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67585 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -10258826.000000 Penalty: 5731.673828
	Iteration 28Q: 3 clusters Score -1.025883e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -10259270.000000 Penalty: 5731.673828
	Iteration 29Q: 3 clusters Score -1.025927e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -10259846.000000 Penalty: 5731.673828
	Iteration 30Q: 3 clusters Score -1.025985e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74420 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -10260648.000000 Penalty: 5731.673828
	Iteration 31Q: 3 clusters Score -1.026065e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -10261731.000000 Penalty: 5731.673828
	Iteration 32Q: 3 clusters Score -1.026173e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80855 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -10263197.000000 Penalty: 5731.673828
	Iteration 33Q: 3 clusters Score -1.02632e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -10264922.000000 Penalty: 5731.673828
	Iteration 34Q: 3 clusters Score -1.026492e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88358 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -10267061.000000 Penalty: 5731.673828
	Iteration 35Q: 3 clusters Score -1.026706e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92004 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -10269225.000000 Penalty: 5731.673828
	Iteration 36Q: 3 clusters Score -1.026922e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -10271478.000000 Penalty: 5731.673828
	Iteration 37Q: 3 clusters Score -1.027148e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98078 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -10273393.000000 Penalty: 5731.673828
	Iteration 38Q: 3 clusters Score -1.027339e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100127 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -10274865.000000 Penalty: 5731.673828
	Iteration 39Q: 3 clusters Score -1.027486e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101468 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -10275821.000000 Penalty: 5731.673828
	Iteration 40F: 3 clusters Score -1.027582e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102409 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -10276434.000000 Penalty: 5731.673828
	Iteration 41Q: 3 clusters Score -1.027643e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102944 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -10276791.000000 Penalty: 5731.673828
	Iteration 42Q: 3 clusters Score -1.027679e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103282 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10277014.000000 Penalty: 5731.673828
	Iteration 43Q: 3 clusters Score -1.027701e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103464 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10277157.000000 Penalty: 5731.673828
	Iteration 44Q: 3 clusters Score -1.027716e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103556 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -10277202.000000 Penalty: 5731.673828
	Iteration 45Q: 3 clusters Score -1.02772e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103615 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10277265.000000 Penalty: 5731.673828
	Iteration 46Q: 3 clusters Score -1.027726e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103665 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -10277294.000000 Penalty: 5731.673828
	Iteration 47Q: 3 clusters Score -1.027729e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103698 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -10277331.000000 Penalty: 5731.673828
	Iteration 48Q: 3 clusters Score -1.027733e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103723 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -10277349.000000 Penalty: 5731.673828
	Iteration 49Q: 3 clusters Score -1.027735e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103738 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10277371.000000 Penalty: 5731.673828
	Iteration 50Q: 3 clusters Score -1.027737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103751 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10277377.000000 Penalty: 5731.673828
	Iteration 51Q: 3 clusters Score -1.027738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103761 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -10277389.000000 Penalty: 5731.673828
	Iteration 52Q: 3 clusters Score -1.027739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103765 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10277399.000000 Penalty: 5731.673828
	Iteration 53Q: 3 clusters Score -1.02774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103769 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10277390.000000 Penalty: 5731.673828
	Iteration 54Q: 3 clusters Score -1.027739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103773 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10277393.000000 Penalty: 5731.673828
	Iteration 55Q: 3 clusters Score -1.027739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103774 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10277388.000000 Penalty: 5731.673828
	Iteration 56Q: 3 clusters Score -1.027739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103774 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10277388.000000 Penalty: 5731.673828
	Iteration 57F: 3 clusters Score -1.027739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Entering Unmasked Estep 
Score: -944702.125000 Penalty: 2283.990723
	Iteration 0F: 2 clusters Score -944702.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -937026.250000 Penalty: 4567.981445
	Iteration 0F: 3 clusters Score -937026.2 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -939370.625000 Penalty: 4567.981445
	Iteration 1F: 3 clusters Score -939370.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -939650.000000 Penalty: 4567.981445
	Iteration 2F: 3 clusters Score -939650 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -939872.125000 Penalty: 4567.981445
	Iteration 3Q: 3 clusters Score -939872.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -940076.625000 Penalty: 4567.981445
	Iteration 4Q: 3 clusters Score -940076.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -940284.875000 Penalty: 4567.981445
	Iteration 5Q: 3 clusters Score -940284.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -940478.250000 Penalty: 4567.981445
	Iteration 6Q: 3 clusters Score -940478.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -940649.375000 Penalty: 4567.981445
	Iteration 7Q: 3 clusters Score -940649.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -940814.062500 Penalty: 4567.981445
	Iteration 8Q: 3 clusters Score -940814.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -940999.687500 Penalty: 4567.981445
	Iteration 9Q: 3 clusters Score -940999.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -941246.062500 Penalty: 4567.981445
	Iteration 10Q: 3 clusters Score -941246.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -941520.750000 Penalty: 4567.981445
	Iteration 11Q: 3 clusters Score -941520.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -941850.812500 Penalty: 4567.981445
	Iteration 12Q: 3 clusters Score -941850.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -942233.500000 Penalty: 4567.981445
	Iteration 13Q: 3 clusters Score -942233.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -942528.937500 Penalty: 4567.981445
	Iteration 14Q: 3 clusters Score -942528.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -942682.312500 Penalty: 4567.981445
	Iteration 15Q: 3 clusters Score -942682.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -942772.312500 Penalty: 4567.981445
	Iteration 16Q: 3 clusters Score -942772.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -942843.062500 Penalty: 4567.981445
	Iteration 17Q: 3 clusters Score -942843.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -942890.062500 Penalty: 4567.981445
	Iteration 18Q: 3 clusters Score -942890.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -942923.500000 Penalty: 4567.981445
	Iteration 19Q: 3 clusters Score -942923.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -942945.250000 Penalty: 4567.981445
	Iteration 20F: 3 clusters Score -942945.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -942971.875000 Penalty: 4567.981445
	Iteration 21Q: 3 clusters Score -942971.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -942988.375000 Penalty: 4567.981445
	Iteration 22Q: 3 clusters Score -942988.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -943001.250000 Penalty: 4567.981445
	Iteration 23Q: 3 clusters Score -943001.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -943014.000000 Penalty: 4567.981445
	Iteration 24Q: 3 clusters Score -943014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -943022.375000 Penalty: 4567.981445
	Iteration 25Q: 3 clusters Score -943022.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -943030.562500 Penalty: 4567.981445
	Iteration 26Q: 3 clusters Score -943030.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -943038.500000 Penalty: 4567.981445
	Iteration 27Q: 3 clusters Score -943038.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -943045.687500 Penalty: 4567.981445
	Iteration 28Q: 3 clusters Score -943045.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -943056.062500 Penalty: 4567.981445
	Iteration 29Q: 3 clusters Score -943056.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -943060.937500 Penalty: 4567.981445
	Iteration 30Q: 3 clusters Score -943060.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -943067.375000 Penalty: 4567.981445
	Iteration 31Q: 3 clusters Score -943067.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -943076.562500 Penalty: 4567.981445
	Iteration 32Q: 3 clusters Score -943076.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -943092.687500 Penalty: 4567.981445
	Iteration 33Q: 3 clusters Score -943092.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -943107.562500 Penalty: 4567.981445
	Iteration 34Q: 3 clusters Score -943107.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -943121.937500 Penalty: 4567.981445
	Iteration 35Q: 3 clusters Score -943121.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -943137.062500 Penalty: 4567.981445
	Iteration 36Q: 3 clusters Score -943137.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -943158.250000 Penalty: 4567.981445
	Iteration 37Q: 3 clusters Score -943158.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -943178.000000 Penalty: 4567.981445
	Iteration 38Q: 3 clusters Score -943178 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -943202.250000 Penalty: 4567.981445
	Iteration 39Q: 3 clusters Score -943202.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -943229.500000 Penalty: 4567.981445
	Iteration 40F: 3 clusters Score -943229.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -943260.937500 Penalty: 4567.981445
	Iteration 41Q: 3 clusters Score -943260.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -943283.000000 Penalty: 4567.981445
	Iteration 42Q: 3 clusters Score -943283 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -943303.812500 Penalty: 4567.981445
	Iteration 43Q: 3 clusters Score -943303.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -943321.812500 Penalty: 4567.981445
	Iteration 44Q: 3 clusters Score -943321.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -943346.062500 Penalty: 4567.981445
	Iteration 45Q: 3 clusters Score -943346.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -943364.625000 Penalty: 4567.981445
	Iteration 46Q: 3 clusters Score -943364.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -943382.500000 Penalty: 4567.981445
	Iteration 47Q: 3 clusters Score -943382.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -943395.375000 Penalty: 4567.981445
	Iteration 48Q: 3 clusters Score -943395.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -943410.375000 Penalty: 4567.981445
	Iteration 49Q: 3 clusters Score -943410.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -943425.437500 Penalty: 4567.981445
	Iteration 50Q: 3 clusters Score -943425.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -943435.250000 Penalty: 4567.981445
	Iteration 51Q: 3 clusters Score -943435.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -943441.750000 Penalty: 4567.981445
	Iteration 52Q: 3 clusters Score -943441.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -943449.187500 Penalty: 4567.981445
	Iteration 53Q: 3 clusters Score -943449.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -943450.750000 Penalty: 4567.981445
	Iteration 54Q: 3 clusters Score -943450.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -943457.000000 Penalty: 4567.981445
	Iteration 55Q: 3 clusters Score -943457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -943458.062500 Penalty: 4567.981445
	Iteration 56Q: 3 clusters Score -943458.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -943458.000000 Penalty: 4567.981445
	Iteration 57Q: 3 clusters Score -943458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -943462.500000 Penalty: 4567.981445
	Iteration 58Q: 3 clusters Score -943462.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -943463.812500 Penalty: 4567.981445
	Iteration 59Q: 3 clusters Score -943463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -943462.750000 Penalty: 4567.981445
	Iteration 60F: 3 clusters Score -943462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -943464.000000 Penalty: 4567.981445
	Iteration 61Q: 3 clusters Score -943464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -943463.562500 Penalty: 4567.981445
	Iteration 62Q: 3 clusters Score -943463.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -943463.562500 Penalty: 4567.981445
	Iteration 63F: 3 clusters Score -943463.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 139665 members 
Mstep: Class 3 contains 29319 members 
Mstep: Class 4 contains 66096 members 
Mstep: Class 5 contains 11929 members 
Mstep: Class 7 contains 234295 members 
Mstep: Class 8 contains 101485 members 
Mstep: Class 9 contains 235068 members 
Mstep: Class 11 contains 229314 members 
Mstep: Class 12 contains 237318 members 
Mstep: Class 13 contains 24951 members 
Mstep: Class 14 contains 14906 members 
Mstep: Class 15 contains 75786 members 
Mstep: Class 16 contains 22152 members 
Mstep: Class 18 contains 4553 members 
Mstep: Class 20 contains 104380 members 
Mstep: Class 21 contains 9993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157602704.000000 Penalty: 88843.179688
Iteration 39Q: 26 clusters Score -1.576027e+08 nChanged 28521
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 141787 members 
Mstep: Class 3 contains 28660 members 
Mstep: Class 4 contains 66290 members 
Mstep: Class 5 contains 12454 members 
Mstep: Class 6 contains 24936 members 
Mstep: Class 7 contains 233961 members 
Mstep: Class 8 contains 100947 members 
Mstep: Class 9 contains 236688 members 
Mstep: Class 10 contains 11941 members 
Mstep: Class 11 contains 229138 members 
Mstep: Class 12 contains 234746 members 
Mstep: Class 13 contains 24745 members 
Mstep: Class 14 contains 17028 members 
Mstep: Class 15 contains 74449 members 
Mstep: Class 16 contains 22431 members 
Mstep: Class 17 contains 16669 members 
Mstep: Class 18 contains 4785 members 
Mstep: Class 19 contains 5442 members 
Mstep: Class 20 contains 103644 members 
Mstep: Class 21 contains 9948 members 
Mstep: Class 22 contains 7708 members 
Mstep: Class 23 contains 5471 members 
Mstep: Class 24 contains 3969 members 
Mstep: Class 25 contains 14932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157613808.000000 Penalty: 88843.179688
Iteration 40F: 26 clusters Score -1.576138e+08 nChanged 16929
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 142099 members 
Mstep: Class 3 contains 28092 members 
Mstep: Class 4 contains 66080 members 
Mstep: Class 5 contains 13620 members 
Mstep: Class 6 contains 25103 members 
Mstep: Class 7 contains 233314 members 
Mstep: Class 8 contains 100400 members 
Mstep: Class 9 contains 237787 members 
Mstep: Class 10 contains 12203 members 
Mstep: Class 11 contains 228370 members 
Mstep: Class 12 contains 232815 members 
Mstep: Class 13 contains 24482 members 
Mstep: Class 14 contains 18410 members 
Mstep: Class 15 contains 72937 members 
Mstep: Class 16 contains 22382 members 
Mstep: Class 17 contains 16985 members 
Mstep: Class 18 contains 4991 members 
Mstep: Class 19 contains 6476 members 
Mstep: Class 20 contains 102944 members 
Mstep: Class 21 contains 9980 members 
Mstep: Class 22 contains 7802 members 
Mstep: Class 23 contains 5373 members 
Mstep: Class 24 contains 4407 members 
Mstep: Class 25 contains 15024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157619200.000000 Penalty: 88843.179688
Iteration 41Q: 26 clusters Score -1.576192e+08 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 142238 members 
Mstep: Class 3 contains 27641 members 
Mstep: Class 4 contains 65978 members 
Mstep: Class 5 contains 14734 members 
Mstep: Class 6 contains 25112 members 
Mstep: Class 7 contains 232653 members 
Mstep: Class 8 contains 100027 members 
Mstep: Class 9 contains 238953 members 
Mstep: Class 10 contains 12416 members 
Mstep: Class 11 contains 227705 members 
Mstep: Class 12 contains 231505 members 
Mstep: Class 13 contains 24174 members 
Mstep: Class 14 contains 19399 members 
Mstep: Class 15 contains 71418 members 
Mstep: Class 16 contains 22363 members 
Mstep: Class 17 contains 17230 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 7153 members 
Mstep: Class 20 contains 102509 members 
Mstep: Class 21 contains 10035 members 
Mstep: Class 22 contains 7838 members 
Mstep: Class 23 contains 5293 members 
Mstep: Class 24 contains 4687 members 
Mstep: Class 25 contains 15016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157622016.000000 Penalty: 88843.179688
Iteration 42Q: 26 clusters Score -1.57622e+08 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 142230 members 
Mstep: Class 3 contains 27306 members 
Mstep: Class 4 contains 65915 members 
Mstep: Class 5 contains 15787 members 
Mstep: Class 6 contains 25095 members 
Mstep: Class 7 contains 232055 members 
Mstep: Class 8 contains 99678 members 
Mstep: Class 9 contains 240141 members 
Mstep: Class 10 contains 12601 members 
Mstep: Class 11 contains 227149 members 
Mstep: Class 12 contains 230564 members 
Mstep: Class 13 contains 23925 members 
Mstep: Class 14 contains 20112 members 
Mstep: Class 15 contains 69915 members 
Mstep: Class 16 contains 22299 members 
Mstep: Class 17 contains 17431 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 19 contains 7642 members 
Mstep: Class 20 contains 102229 members 
Mstep: Class 21 contains 10082 members 
Mstep: Class 22 contains 7868 members 
Mstep: Class 23 contains 5217 members 
Mstep: Class 24 contains 4918 members 
Mstep: Class 25 contains 15017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157624560.000000 Penalty: 88843.179688
Iteration 43Q: 26 clusters Score -1.576246e+08 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 142166 members 
Mstep: Class 3 contains 27045 members 
Mstep: Class 4 contains 65861 members 
Mstep: Class 5 contains 16739 members 
Mstep: Class 6 contains 25054 members 
Mstep: Class 7 contains 231499 members 
Mstep: Class 8 contains 99442 members 
Mstep: Class 9 contains 241375 members 
Mstep: Class 10 contains 12785 members 
Mstep: Class 11 contains 226694 members 
Mstep: Class 12 contains 229912 members 
Mstep: Class 13 contains 23755 members 
Mstep: Class 14 contains 20580 members 
Mstep: Class 15 contains 68423 members 
Mstep: Class 16 contains 22239 members 
Mstep: Class 17 contains 17598 members 
Mstep: Class 18 contains 5550 members 
Mstep: Class 19 contains 7984 members 
Mstep: Class 20 contains 102051 members 
Mstep: Class 21 contains 10101 members 
Mstep: Class 22 contains 7891 members 
Mstep: Class 23 contains 5109 members 
Mstep: Class 24 contains 5104 members 
Mstep: Class 25 contains 15017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157626048.000000 Penalty: 88843.179688
Iteration 44Q: 26 clusters Score -1.57626e+08 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 142076 members 
Mstep: Class 3 contains 26840 members 
Mstep: Class 4 contains 65833 members 
Mstep: Class 5 contains 17589 members 
Mstep: Class 6 contains 25026 members 
Mstep: Class 7 contains 231014 members 
Mstep: Class 8 contains 99216 members 
Mstep: Class 9 contains 242642 members 
Mstep: Class 10 contains 12957 members 
Mstep: Class 11 contains 226258 members 
Mstep: Class 12 contains 229444 members 
Mstep: Class 13 contains 23573 members 
Mstep: Class 14 contains 20921 members 
Mstep: Class 15 contains 66970 members 
Mstep: Class 16 contains 22182 members 
Mstep: Class 17 contains 17715 members 
Mstep: Class 18 contains 5704 members 
Mstep: Class 19 contains 8209 members 
Mstep: Class 20 contains 101956 members 
Mstep: Class 21 contains 10138 members 
Mstep: Class 22 contains 7910 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 5262 members 
Mstep: Class 25 contains 15011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157626928.000000 Penalty: 88843.179688
Iteration 45Q: 26 clusters Score -1.576269e+08 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 141936 members 
Mstep: Class 3 contains 26676 members 
Mstep: Class 4 contains 65810 members 
Mstep: Class 5 contains 18333 members 
Mstep: Class 6 contains 25014 members 
Mstep: Class 7 contains 230622 members 
Mstep: Class 8 contains 99077 members 
Mstep: Class 9 contains 243887 members 
Mstep: Class 10 contains 13099 members 
Mstep: Class 11 contains 225894 members 
Mstep: Class 12 contains 229112 members 
Mstep: Class 13 contains 23422 members 
Mstep: Class 14 contains 21156 members 
Mstep: Class 15 contains 65501 members 
Mstep: Class 16 contains 22150 members 
Mstep: Class 17 contains 17813 members 
Mstep: Class 18 contains 5847 members 
Mstep: Class 19 contains 8385 members 
Mstep: Class 20 contains 101897 members 
Mstep: Class 21 contains 10147 members 
Mstep: Class 22 contains 7920 members 
Mstep: Class 23 contains 4818 members 
Mstep: Class 24 contains 5379 members 
Mstep: Class 25 contains 15001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157627680.000000 Penalty: 88843.179688
Iteration 46Q: 26 clusters Score -1.576277e+08 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 141822 members 
Mstep: Class 3 contains 26560 members 
Mstep: Class 4 contains 65797 members 
Mstep: Class 5 contains 18932 members 
Mstep: Class 6 contains 25028 members 
Mstep: Class 7 contains 230304 members 
Mstep: Class 8 contains 98965 members 
Mstep: Class 9 contains 245221 members 
Mstep: Class 10 contains 13207 members 
Mstep: Class 11 contains 225557 members 
Mstep: Class 12 contains 228868 members 
Mstep: Class 13 contains 23288 members 
Mstep: Class 14 contains 21295 members 
Mstep: Class 15 contains 63999 members 
Mstep: Class 16 contains 22118 members 
Mstep: Class 17 contains 17896 members 
Mstep: Class 18 contains 5978 members 
Mstep: Class 19 contains 8514 members 
Mstep: Class 20 contains 101863 members 
Mstep: Class 21 contains 10164 members 
Mstep: Class 22 contains 7931 members 
Mstep: Class 23 contains 4688 members 
Mstep: Class 24 contains 5477 members 
Mstep: Class 25 contains 14991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157628528.000000 Penalty: 88843.179688
Iteration 47Q: 26 clusters Score -1.576285e+08 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 141672 members 
Mstep: Class 3 contains 26421 members 
Mstep: Class 4 contains 65791 members 
Mstep: Class 5 contains 19432 members 
Mstep: Class 6 contains 25069 members 
Mstep: Class 7 contains 230066 members 
Mstep: Class 8 contains 98903 members 
Mstep: Class 9 contains 246564 members 
Mstep: Class 10 contains 13309 members 
Mstep: Class 11 contains 225289 members 
Mstep: Class 12 contains 228679 members 
Mstep: Class 13 contains 23170 members 
Mstep: Class 14 contains 21402 members 
Mstep: Class 15 contains 62524 members 
Mstep: Class 16 contains 22063 members 
Mstep: Class 17 contains 17981 members 
Mstep: Class 18 contains 6109 members 
Mstep: Class 19 contains 8603 members 
Mstep: Class 20 contains 101853 members 
Mstep: Class 21 contains 10177 members 
Mstep: Class 22 contains 7944 members 
Mstep: Class 23 contains 4564 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 14988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157628832.000000 Penalty: 88843.179688
Iteration 48Q: 26 clusters Score -1.576288e+08 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 141529 members 
Mstep: Class 3 contains 26296 members 
Mstep: Class 4 contains 65801 members 
Mstep: Class 5 contains 19861 members 
Mstep: Class 6 contains 25100 members 
Mstep: Class 7 contains 229855 members 
Mstep: Class 8 contains 98858 members 
Mstep: Class 9 contains 247948 members 
Mstep: Class 10 contains 13408 members 
Mstep: Class 11 contains 225050 members 
Mstep: Class 12 contains 228567 members 
Mstep: Class 13 contains 23043 members 
Mstep: Class 14 contains 21460 members 
Mstep: Class 15 contains 61072 members 
Mstep: Class 16 contains 21998 members 
Mstep: Class 17 contains 18055 members 
Mstep: Class 18 contains 6223 members 
Mstep: Class 19 contains 8666 members 
Mstep: Class 20 contains 101843 members 
Mstep: Class 21 contains 10201 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 4437 members 
Mstep: Class 24 contains 5658 members 
Mstep: Class 25 contains 14976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157629568.000000 Penalty: 88843.179688
Iteration 49Q: 26 clusters Score -1.576296e+08 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 141345 members 
Mstep: Class 3 contains 26245 members 
Mstep: Class 4 contains 65806 members 
Mstep: Class 5 contains 20175 members 
Mstep: Class 6 contains 25145 members 
Mstep: Class 7 contains 229690 members 
Mstep: Class 8 contains 98825 members 
Mstep: Class 9 contains 249450 members 
Mstep: Class 10 contains 13497 members 
Mstep: Class 11 contains 224856 members 
Mstep: Class 12 contains 228472 members 
Mstep: Class 13 contains 22910 members 
Mstep: Class 14 contains 21509 members 
Mstep: Class 15 contains 59523 members 
Mstep: Class 16 contains 21923 members 
Mstep: Class 17 contains 18112 members 
Mstep: Class 18 contains 6335 members 
Mstep: Class 19 contains 8728 members 
Mstep: Class 20 contains 101843 members 
Mstep: Class 21 contains 10206 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 14967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157629888.000000 Penalty: 88843.179688
Iteration 50Q: 26 clusters Score -1.576299e+08 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 141192 members 
Mstep: Class 3 contains 26205 members 
Mstep: Class 4 contains 65812 members 
Mstep: Class 5 contains 20451 members 
Mstep: Class 6 contains 25170 members 
Mstep: Class 7 contains 229551 members 
Mstep: Class 8 contains 98781 members 
Mstep: Class 9 contains 250930 members 
Mstep: Class 10 contains 13583 members 
Mstep: Class 11 contains 224688 members 
Mstep: Class 12 contains 228393 members 
Mstep: Class 13 contains 22757 members 
Mstep: Class 14 contains 21551 members 
Mstep: Class 15 contains 58045 members 
Mstep: Class 16 contains 21864 members 
Mstep: Class 17 contains 18157 members 
Mstep: Class 18 contains 6442 members 
Mstep: Class 19 contains 8759 members 
Mstep: Class 20 contains 101850 members 
Mstep: Class 21 contains 10202 members 
Mstep: Class 22 contains 7963 members 
Mstep: Class 23 contains 4198 members 
Mstep: Class 24 contains 5791 members 
Mstep: Class 25 contains 14962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157630736.000000 Penalty: 88843.179688
Iteration 51Q: 26 clusters Score -1.576307e+08 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 141016 members 
Mstep: Class 3 contains 26202 members 
Mstep: Class 4 contains 65813 members 
Mstep: Class 5 contains 20704 members 
Mstep: Class 6 contains 25185 members 
Mstep: Class 7 contains 229408 members 
Mstep: Class 8 contains 98759 members 
Mstep: Class 9 contains 252389 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 11 contains 224515 members 
Mstep: Class 12 contains 228316 members 
Mstep: Class 13 contains 22684 members 
Mstep: Class 14 contains 21600 members 
Mstep: Class 15 contains 56557 members 
Mstep: Class 16 contains 21813 members 
Mstep: Class 17 contains 18192 members 
Mstep: Class 18 contains 6543 members 
Mstep: Class 19 contains 8777 members 
Mstep: Class 20 contains 101846 members 
Mstep: Class 21 contains 10182 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 4073 members 
Mstep: Class 24 contains 5843 members 
Mstep: Class 25 contains 14962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157630960.000000 Penalty: 88843.179688
Iteration 52Q: 26 clusters Score -1.57631e+08 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 140845 members 
Mstep: Class 3 contains 26202 members 
Mstep: Class 4 contains 65808 members 
Mstep: Class 5 contains 20907 members 
Mstep: Class 6 contains 25206 members 
Mstep: Class 7 contains 229295 members 
Mstep: Class 8 contains 98723 members 
Mstep: Class 9 contains 253924 members 
Mstep: Class 10 contains 13760 members 
Mstep: Class 11 contains 224381 members 
Mstep: Class 12 contains 228269 members 
Mstep: Class 13 contains 22640 members 
Mstep: Class 14 contains 21625 members 
Mstep: Class 15 contains 54975 members 
Mstep: Class 16 contains 21781 members 
Mstep: Class 17 contains 18225 members 
Mstep: Class 18 contains 6642 members 
Mstep: Class 19 contains 8790 members 
Mstep: Class 20 contains 101852 members 
Mstep: Class 21 contains 10171 members 
Mstep: Class 22 contains 7973 members 
Mstep: Class 23 contains 3961 members 
Mstep: Class 24 contains 5881 members 
Mstep: Class 25 contains 14963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157631552.000000 Penalty: 88843.179688
Iteration 53Q: 26 clusters Score -1.576316e+08 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 140662 members 
Mstep: Class 3 contains 26226 members 
Mstep: Class 4 contains 65798 members 
Mstep: Class 5 contains 21113 members 
Mstep: Class 6 contains 25226 members 
Mstep: Class 7 contains 229155 members 
Mstep: Class 8 contains 98692 members 
Mstep: Class 9 contains 255494 members 
Mstep: Class 10 contains 13859 members 
Mstep: Class 11 contains 224271 members 
Mstep: Class 12 contains 228237 members 
Mstep: Class 13 contains 22595 members 
Mstep: Class 14 contains 21642 members 
Mstep: Class 15 contains 53404 members 
Mstep: Class 16 contains 21739 members 
Mstep: Class 17 contains 18251 members 
Mstep: Class 18 contains 6725 members 
Mstep: Class 19 contains 8805 members 
Mstep: Class 20 contains 101860 members 
Mstep: Class 21 contains 10162 members 
Mstep: Class 22 contains 7976 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 5916 members 
Mstep: Class 25 contains 14966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157632160.000000 Penalty: 88843.179688
Iteration 54Q: 26 clusters Score -1.576322e+08 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 140483 members 
Mstep: Class 3 contains 26275 members 
Mstep: Class 4 contains 65792 members 
Mstep: Class 5 contains 21299 members 
Mstep: Class 6 contains 25265 members 
Mstep: Class 7 contains 229030 members 
Mstep: Class 8 contains 98690 members 
Mstep: Class 9 contains 257166 members 
Mstep: Class 10 contains 13962 members 
Mstep: Class 11 contains 224169 members 
Mstep: Class 12 contains 228198 members 
Mstep: Class 13 contains 22527 members 
Mstep: Class 14 contains 21657 members 
Mstep: Class 15 contains 51758 members 
Mstep: Class 16 contains 21698 members 
Mstep: Class 17 contains 18283 members 
Mstep: Class 18 contains 6814 members 
Mstep: Class 19 contains 8815 members 
Mstep: Class 20 contains 101872 members 
Mstep: Class 21 contains 10151 members 
Mstep: Class 22 contains 7977 members 
Mstep: Class 23 contains 3707 members 
Mstep: Class 24 contains 5952 members 
Mstep: Class 25 contains 14962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157632960.000000 Penalty: 88843.179688
Iteration 55Q: 26 clusters Score -1.57633e+08 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 140331 members 
Mstep: Class 3 contains 26334 members 
Mstep: Class 4 contains 65790 members 
Mstep: Class 5 contains 21446 members 
Mstep: Class 6 contains 25301 members 
Mstep: Class 7 contains 228912 members 
Mstep: Class 8 contains 98669 members 
Mstep: Class 9 contains 258855 members 
Mstep: Class 10 contains 14044 members 
Mstep: Class 11 contains 224092 members 
Mstep: Class 12 contains 228173 members 
Mstep: Class 13 contains 22478 members 
Mstep: Class 14 contains 21665 members 
Mstep: Class 15 contains 50087 members 
Mstep: Class 16 contains 21670 members 
Mstep: Class 17 contains 18308 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 8824 members 
Mstep: Class 20 contains 101888 members 
Mstep: Class 21 contains 10146 members 
Mstep: Class 22 contains 7979 members 
Mstep: Class 23 contains 3575 members 
Mstep: Class 24 contains 5984 members 
Mstep: Class 25 contains 14959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157632624.000000 Penalty: 88843.179688
Iteration 56Q: 26 clusters Score -1.576326e+08 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 140215 members 
Mstep: Class 3 contains 26371 members 
Mstep: Class 4 contains 65778 members 
Mstep: Class 5 contains 21587 members 
Mstep: Class 6 contains 25334 members 
Mstep: Class 7 contains 228792 members 
Mstep: Class 8 contains 98675 members 
Mstep: Class 9 contains 260527 members 
Mstep: Class 10 contains 14102 members 
Mstep: Class 11 contains 224020 members 
Mstep: Class 12 contains 228148 members 
Mstep: Class 13 contains 22441 members 
Mstep: Class 14 contains 21665 members 
Mstep: Class 15 contains 48401 members 
Mstep: Class 16 contains 21642 members 
Mstep: Class 17 contains 18332 members 
Mstep: Class 18 contains 6992 members 
Mstep: Class 19 contains 8823 members 
Mstep: Class 20 contains 101895 members 
Mstep: Class 21 contains 10145 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 6001 members 
Mstep: Class 25 contains 14958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157632912.000000 Penalty: 88843.179688
Iteration 57Q: 26 clusters Score -1.576329e+08 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 140098 members 
Mstep: Class 3 contains 26397 members 
Mstep: Class 4 contains 65778 members 
Mstep: Class 5 contains 21704 members 
Mstep: Class 6 contains 25373 members 
Mstep: Class 7 contains 228661 members 
Mstep: Class 8 contains 98695 members 
Mstep: Class 9 contains 262227 members 
Mstep: Class 10 contains 14151 members 
Mstep: Class 11 contains 223969 members 
Mstep: Class 12 contains 228120 members 
Mstep: Class 13 contains 22404 members 
Mstep: Class 14 contains 21676 members 
Mstep: Class 15 contains 46683 members 
Mstep: Class 16 contains 21631 members 
Mstep: Class 17 contains 18363 members 
Mstep: Class 18 contains 7095 members 
Mstep: Class 19 contains 8820 members 
Mstep: Class 20 contains 101907 members 
Mstep: Class 21 contains 10133 members 
Mstep: Class 22 contains 7990 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 6019 members 
Mstep: Class 25 contains 14950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157633184.000000 Penalty: 88843.179688
Iteration 58Q: 26 clusters Score -1.576332e+08 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 139963 members 
Mstep: Class 3 contains 26463 members 
Mstep: Class 4 contains 65780 members 
Mstep: Class 5 contains 21817 members 
Mstep: Class 6 contains 25412 members 
Mstep: Class 7 contains 228524 members 
Mstep: Class 8 contains 98687 members 
Mstep: Class 9 contains 263972 members 
Mstep: Class 10 contains 14187 members 
Mstep: Class 11 contains 223916 members 
Mstep: Class 12 contains 228100 members 
Mstep: Class 13 contains 22372 members 
Mstep: Class 14 contains 21685 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 21613 members 
Mstep: Class 17 contains 18374 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 8825 members 
Mstep: Class 20 contains 101932 members 
Mstep: Class 21 contains 10134 members 
Mstep: Class 22 contains 7991 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 6037 members 
Mstep: Class 25 contains 14950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157633888.000000 Penalty: 88843.179688
Iteration 59Q: 26 clusters Score -1.576339e+08 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 139845 members 
Mstep: Class 3 contains 26518 members 
Mstep: Class 4 contains 65776 members 
Mstep: Class 5 contains 21923 members 
Mstep: Class 6 contains 25437 members 
Mstep: Class 7 contains 228401 members 
Mstep: Class 8 contains 98690 members 
Mstep: Class 9 contains 265816 members 
Mstep: Class 10 contains 14216 members 
Mstep: Class 11 contains 223866 members 
Mstep: Class 12 contains 228088 members 
Mstep: Class 13 contains 22347 members 
Mstep: Class 14 contains 21692 members 
Mstep: Class 15 contains 43146 members 
Mstep: Class 16 contains 21597 members 
Mstep: Class 17 contains 18398 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 8825 members 
Mstep: Class 20 contains 101950 members 
Mstep: Class 21 contains 10123 members 
Mstep: Class 22 contains 7992 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 6065 members 
Mstep: Class 25 contains 14940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157634368.000000 Penalty: 88843.179688
Iteration 60F: 26 clusters Score -1.576344e+08 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 139719 members 
Mstep: Class 3 contains 26557 members 
Mstep: Class 4 contains 65772 members 
Mstep: Class 5 contains 22101 members 
Mstep: Class 6 contains 25439 members 
Mstep: Class 7 contains 228271 members 
Mstep: Class 8 contains 98709 members 
Mstep: Class 9 contains 267679 members 
Mstep: Class 10 contains 14261 members 
Mstep: Class 11 contains 223836 members 
Mstep: Class 12 contains 228076 members 
Mstep: Class 13 contains 22327 members 
Mstep: Class 14 contains 21697 members 
Mstep: Class 15 contains 41348 members 
Mstep: Class 16 contains 21569 members 
Mstep: Class 17 contains 18404 members 
Mstep: Class 18 contains 7360 members 
Mstep: Class 19 contains 8828 members 
Mstep: Class 20 contains 101964 members 
Mstep: Class 21 contains 10111 members 
Mstep: Class 22 contains 7991 members 
Mstep: Class 23 contains 3147 members 
Mstep: Class 24 contains 6081 members 
Mstep: Class 25 contains 14936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157634640.000000 Penalty: 88843.179688
Iteration 61Q: 26 clusters Score -1.576346e+08 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 139596 members 
Mstep: Class 3 contains 26582 members 
Mstep: Class 4 contains 65767 members 
Mstep: Class 5 contains 22257 members 
Mstep: Class 6 contains 25441 members 
Mstep: Class 7 contains 228158 members 
Mstep: Class 8 contains 98751 members 
Mstep: Class 9 contains 269503 members 
Mstep: Class 10 contains 14299 members 
Mstep: Class 11 contains 223795 members 
Mstep: Class 12 contains 228060 members 
Mstep: Class 13 contains 22302 members 
Mstep: Class 14 contains 21711 members 
Mstep: Class 15 contains 39579 members 
Mstep: Class 16 contains 21559 members 
Mstep: Class 17 contains 18413 members 
Mstep: Class 18 contains 7437 members 
Mstep: Class 19 contains 8828 members 
Mstep: Class 20 contains 101994 members 
Mstep: Class 21 contains 10101 members 
Mstep: Class 22 contains 7990 members 
Mstep: Class 23 contains 3070 members 
Mstep: Class 24 contains 6102 members 
Mstep: Class 25 contains 14926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157635296.000000 Penalty: 88843.179688
Iteration 62Q: 26 clusters Score -1.576353e+08 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 139452 members 
Mstep: Class 3 contains 26645 members 
Mstep: Class 4 contains 65760 members 
Mstep: Class 5 contains 22414 members 
Mstep: Class 6 contains 25449 members 
Mstep: Class 7 contains 228017 members 
Mstep: Class 8 contains 98788 members 
Mstep: Class 9 contains 271359 members 
Mstep: Class 10 contains 14356 members 
Mstep: Class 11 contains 223730 members 
Mstep: Class 12 contains 228049 members 
Mstep: Class 13 contains 22276 members 
Mstep: Class 14 contains 21715 members 
Mstep: Class 15 contains 37778 members 
Mstep: Class 16 contains 21536 members 
Mstep: Class 17 contains 18445 members 
Mstep: Class 18 contains 7509 members 
Mstep: Class 19 contains 8831 members 
Mstep: Class 20 contains 102021 members 
Mstep: Class 21 contains 10100 members 
Mstep: Class 22 contains 7990 members 
Mstep: Class 23 contains 2984 members 
Mstep: Class 24 contains 6115 members 
Mstep: Class 25 contains 14924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157635936.000000 Penalty: 88843.179688
Iteration 63Q: 26 clusters Score -1.576359e+08 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 139347 members 
Mstep: Class 3 contains 26705 members 
Mstep: Class 4 contains 65750 members 
Mstep: Class 5 contains 22554 members 
Mstep: Class 6 contains 25453 members 
Mstep: Class 7 contains 227878 members 
Mstep: Class 8 contains 98811 members 
Mstep: Class 9 contains 273132 members 
Mstep: Class 10 contains 14420 members 
Mstep: Class 11 contains 223673 members 
Mstep: Class 12 contains 228039 members 
Mstep: Class 13 contains 22244 members 
Mstep: Class 14 contains 21723 members 
Mstep: Class 15 contains 36064 members 
Mstep: Class 16 contains 21490 members 
Mstep: Class 17 contains 18471 members 
Mstep: Class 18 contains 7587 members 
Mstep: Class 19 contains 8830 members 
Mstep: Class 20 contains 102046 members 
Mstep: Class 21 contains 10103 members 
Mstep: Class 22 contains 7991 members 
Mstep: Class 23 contains 2889 members 
Mstep: Class 24 contains 6141 members 
Mstep: Class 25 contains 14925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157636256.000000 Penalty: 88843.179688
Iteration 64Q: 26 clusters Score -1.576363e+08 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 139240 members 
Mstep: Class 3 contains 26781 members 
Mstep: Class 4 contains 65747 members 
Mstep: Class 5 contains 22676 members 
Mstep: Class 6 contains 25460 members 
Mstep: Class 7 contains 227770 members 
Mstep: Class 8 contains 98813 members 
Mstep: Class 9 contains 274979 members 
Mstep: Class 10 contains 14476 members 
Mstep: Class 11 contains 223626 members 
Mstep: Class 12 contains 228029 members 
Mstep: Class 13 contains 22211 members 
Mstep: Class 14 contains 21731 members 
Mstep: Class 15 contains 34278 members 
Mstep: Class 16 contains 21476 members 
Mstep: Class 17 contains 18478 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 8828 members 
Mstep: Class 20 contains 102070 members 
Mstep: Class 21 contains 10106 members 
Mstep: Class 22 contains 7989 members 
Mstep: Class 23 contains 2772 members 
Mstep: Class 24 contains 6152 members 
Mstep: Class 25 contains 14924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637072.000000 Penalty: 88843.179688
Iteration 65Q: 26 clusters Score -1.576371e+08 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 139116 members 
Mstep: Class 3 contains 26838 members 
Mstep: Class 4 contains 65742 members 
Mstep: Class 5 contains 22796 members 
Mstep: Class 6 contains 25470 members 
Mstep: Class 7 contains 227659 members 
Mstep: Class 8 contains 98828 members 
Mstep: Class 9 contains 276823 members 
Mstep: Class 10 contains 14533 members 
Mstep: Class 11 contains 223582 members 
Mstep: Class 12 contains 228010 members 
Mstep: Class 13 contains 22194 members 
Mstep: Class 14 contains 21739 members 
Mstep: Class 15 contains 32436 members 
Mstep: Class 16 contains 21468 members 
Mstep: Class 17 contains 18492 members 
Mstep: Class 18 contains 7756 members 
Mstep: Class 19 contains 8824 members 
Mstep: Class 20 contains 102101 members 
Mstep: Class 21 contains 10125 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 6172 members 
Mstep: Class 25 contains 14920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637520.000000 Penalty: 88843.179688
Iteration 66Q: 26 clusters Score -1.576375e+08 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 139024 members 
Mstep: Class 3 contains 26896 members 
Mstep: Class 4 contains 65742 members 
Mstep: Class 5 contains 22928 members 
Mstep: Class 6 contains 25482 members 
Mstep: Class 7 contains 227525 members 
Mstep: Class 8 contains 98831 members 
Mstep: Class 9 contains 278734 members 
Mstep: Class 10 contains 14571 members 
Mstep: Class 11 contains 223542 members 
Mstep: Class 12 contains 227994 members 
Mstep: Class 13 contains 22162 members 
Mstep: Class 14 contains 21748 members 
Mstep: Class 15 contains 30572 members 
Mstep: Class 16 contains 21455 members 
Mstep: Class 17 contains 18498 members 
Mstep: Class 18 contains 7863 members 
Mstep: Class 19 contains 8812 members 
Mstep: Class 20 contains 102117 members 
Mstep: Class 21 contains 10141 members 
Mstep: Class 22 contains 7985 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 14916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637936.000000 Penalty: 88843.179688
Iteration 67Q: 26 clusters Score -1.576379e+08 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 138900 members 
Mstep: Class 3 contains 26912 members 
Mstep: Class 4 contains 65746 members 
Mstep: Class 5 contains 23056 members 
Mstep: Class 6 contains 25496 members 
Mstep: Class 7 contains 227395 members 
Mstep: Class 8 contains 98861 members 
Mstep: Class 9 contains 280661 members 
Mstep: Class 10 contains 14610 members 
Mstep: Class 11 contains 223498 members 
Mstep: Class 12 contains 227979 members 
Mstep: Class 13 contains 22147 members 
Mstep: Class 14 contains 21756 members 
Mstep: Class 15 contains 28675 members 
Mstep: Class 16 contains 21417 members 
Mstep: Class 17 contains 18511 members 
Mstep: Class 18 contains 7983 members 
Mstep: Class 19 contains 8806 members 
Mstep: Class 20 contains 102139 members 
Mstep: Class 21 contains 10142 members 
Mstep: Class 22 contains 7989 members 
Mstep: Class 23 contains 2465 members 
Mstep: Class 24 contains 6222 members 
Mstep: Class 25 contains 14916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157638512.000000 Penalty: 88843.179688
Iteration 68Q: 26 clusters Score -1.576385e+08 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 138768 members 
Mstep: Class 3 contains 26953 members 
Mstep: Class 4 contains 65745 members 
Mstep: Class 5 contains 23155 members 
Mstep: Class 6 contains 25522 members 
Mstep: Class 7 contains 227292 members 
Mstep: Class 8 contains 98895 members 
Mstep: Class 9 contains 282632 members 
Mstep: Class 10 contains 14622 members 
Mstep: Class 11 contains 223454 members 
Mstep: Class 12 contains 227968 members 
Mstep: Class 13 contains 22117 members 
Mstep: Class 14 contains 21761 members 
Mstep: Class 15 contains 26753 members 
Mstep: Class 16 contains 21377 members 
Mstep: Class 17 contains 18527 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 8807 members 
Mstep: Class 20 contains 102159 members 
Mstep: Class 21 contains 10132 members 
Mstep: Class 22 contains 7991 members 
Mstep: Class 23 contains 2387 members 
Mstep: Class 24 contains 6250 members 
Mstep: Class 25 contains 14914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157639056.000000 Penalty: 88843.179688
Iteration 69Q: 26 clusters Score -1.576391e+08 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 138592 members 
Mstep: Class 3 contains 27004 members 
Mstep: Class 4 contains 65737 members 
Mstep: Class 5 contains 23254 members 
Mstep: Class 6 contains 25535 members 
Mstep: Class 7 contains 227194 members 
Mstep: Class 8 contains 98912 members 
Mstep: Class 9 contains 284667 members 
Mstep: Class 10 contains 14639 members 
Mstep: Class 11 contains 223417 members 
Mstep: Class 12 contains 227943 members 
Mstep: Class 13 contains 22074 members 
Mstep: Class 14 contains 21774 members 
Mstep: Class 15 contains 24779 members 
Mstep: Class 16 contains 21350 members 
Mstep: Class 17 contains 18542 members 
Mstep: Class 18 contains 8220 members 
Mstep: Class 19 contains 8815 members 
Mstep: Class 20 contains 102183 members 
Mstep: Class 21 contains 10141 members 
Mstep: Class 22 contains 7995 members 
Mstep: Class 23 contains 2331 members 
Mstep: Class 24 contains 6274 members 
Mstep: Class 25 contains 14911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157639472.000000 Penalty: 88843.179688
Iteration 70Q: 26 clusters Score -1.576395e+08 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 138461 members 
Mstep: Class 3 contains 27018 members 
Mstep: Class 4 contains 65735 members 
Mstep: Class 5 contains 23349 members 
Mstep: Class 6 contains 25551 members 
Mstep: Class 7 contains 227121 members 
Mstep: Class 8 contains 98935 members 
Mstep: Class 9 contains 286628 members 
Mstep: Class 10 contains 14635 members 
Mstep: Class 11 contains 223370 members 
Mstep: Class 12 contains 227923 members 
Mstep: Class 13 contains 22033 members 
Mstep: Class 14 contains 21787 members 
Mstep: Class 15 contains 22892 members 
Mstep: Class 16 contains 21325 members 
Mstep: Class 17 contains 18557 members 
Mstep: Class 18 contains 8342 members 
Mstep: Class 19 contains 8821 members 
Mstep: Class 20 contains 102198 members 
Mstep: Class 21 contains 10140 members 
Mstep: Class 22 contains 7995 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 6296 members 
Mstep: Class 25 contains 14906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157639856.000000 Penalty: 88843.179688
Iteration 71Q: 26 clusters Score -1.576399e+08 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 138308 members 
Mstep: Class 3 contains 27064 members 
Mstep: Class 4 contains 65737 members 
Mstep: Class 5 contains 23415 members 
Mstep: Class 6 contains 25570 members 
Mstep: Class 7 contains 227028 members 
Mstep: Class 8 contains 98952 members 
Mstep: Class 9 contains 288640 members 
Mstep: Class 10 contains 14636 members 
Mstep: Class 11 contains 223349 members 
Mstep: Class 12 contains 227895 members 
Mstep: Class 13 contains 21991 members 
Mstep: Class 14 contains 21806 members 
Mstep: Class 15 contains 20951 members 
Mstep: Class 16 contains 21302 members 
Mstep: Class 17 contains 18572 members 
Mstep: Class 18 contains 8469 members 
Mstep: Class 19 contains 8836 members 
Mstep: Class 20 contains 102218 members 
Mstep: Class 21 contains 10131 members 
Mstep: Class 22 contains 7995 members 
Mstep: Class 23 contains 2208 members 
Mstep: Class 24 contains 6318 members 
Mstep: Class 25 contains 14905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157640752.000000 Penalty: 88843.179688
Iteration 72Q: 26 clusters Score -1.576408e+08 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 138159 members 
Mstep: Class 3 contains 27118 members 
Mstep: Class 4 contains 65743 members 
Mstep: Class 5 contains 23480 members 
Mstep: Class 6 contains 25575 members 
Mstep: Class 7 contains 226948 members 
Mstep: Class 8 contains 98955 members 
Mstep: Class 9 contains 290649 members 
Mstep: Class 10 contains 14641 members 
Mstep: Class 11 contains 223321 members 
Mstep: Class 12 contains 227867 members 
Mstep: Class 13 contains 21958 members 
Mstep: Class 14 contains 21816 members 
Mstep: Class 15 contains 19034 members 
Mstep: Class 16 contains 21275 members 
Mstep: Class 17 contains 18584 members 
Mstep: Class 18 contains 8613 members 
Mstep: Class 19 contains 8853 members 
Mstep: Class 20 contains 102230 members 
Mstep: Class 21 contains 10132 members 
Mstep: Class 22 contains 7996 members 
Mstep: Class 23 contains 2133 members 
Mstep: Class 24 contains 6330 members 
Mstep: Class 25 contains 14898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157641936.000000 Penalty: 88843.179688
Iteration 73Q: 26 clusters Score -1.576419e+08 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 138018 members 
Mstep: Class 3 contains 27170 members 
Mstep: Class 4 contains 65753 members 
Mstep: Class 5 contains 23527 members 
Mstep: Class 6 contains 25589 members 
Mstep: Class 7 contains 226865 members 
Mstep: Class 8 contains 98953 members 
Mstep: Class 9 contains 292694 members 
Mstep: Class 10 contains 14641 members 
Mstep: Class 11 contains 223302 members 
Mstep: Class 12 contains 227854 members 
Mstep: Class 13 contains 21951 members 
Mstep: Class 14 contains 21823 members 
Mstep: Class 15 contains 17023 members 
Mstep: Class 16 contains 21252 members 
Mstep: Class 17 contains 18602 members 
Mstep: Class 18 contains 8769 members 
Mstep: Class 19 contains 8861 members 
Mstep: Class 20 contains 102241 members 
Mstep: Class 21 contains 10140 members 
Mstep: Class 22 contains 7996 members 
Mstep: Class 23 contains 2066 members 
Mstep: Class 24 contains 6350 members 
Mstep: Class 25 contains 14891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157642464.000000 Penalty: 88843.179688
Iteration 74Q: 26 clusters Score -1.576425e+08 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 137853 members 
Mstep: Class 3 contains 27232 members 
Mstep: Class 4 contains 65753 members 
Mstep: Class 5 contains 23595 members 
Mstep: Class 6 contains 25595 members 
Mstep: Class 7 contains 226794 members 
Mstep: Class 8 contains 98972 members 
Mstep: Class 9 contains 294687 members 
Mstep: Class 10 contains 14645 members 
Mstep: Class 11 contains 223280 members 
Mstep: Class 12 contains 227848 members 
Mstep: Class 13 contains 21916 members 
Mstep: Class 14 contains 21817 members 
Mstep: Class 15 contains 15082 members 
Mstep: Class 16 contains 21228 members 
Mstep: Class 17 contains 18613 members 
Mstep: Class 18 contains 8914 members 
Mstep: Class 19 contains 8864 members 
Mstep: Class 20 contains 102255 members 
Mstep: Class 21 contains 10155 members 
Mstep: Class 22 contains 7996 members 
Mstep: Class 23 contains 2010 members 
Mstep: Class 24 contains 6379 members 
Mstep: Class 25 contains 14883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157643648.000000 Penalty: 88843.179688
Iteration 75Q: 26 clusters Score -1.576436e+08 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 137696 members 
Mstep: Class 3 contains 27290 members 
Mstep: Class 4 contains 65765 members 
Mstep: Class 5 contains 23663 members 
Mstep: Class 6 contains 25583 members 
Mstep: Class 7 contains 226728 members 
Mstep: Class 8 contains 98962 members 
Mstep: Class 9 contains 296626 members 
Mstep: Class 10 contains 14646 members 
Mstep: Class 11 contains 223273 members 
Mstep: Class 12 contains 227838 members 
Mstep: Class 13 contains 21863 members 
Mstep: Class 14 contains 21818 members 
Mstep: Class 15 contains 13241 members 
Mstep: Class 16 contains 21193 members 
Mstep: Class 17 contains 18624 members 
Mstep: Class 18 contains 9058 members 
Mstep: Class 19 contains 8862 members 
Mstep: Class 20 contains 102277 members 
Mstep: Class 21 contains 10178 members 
Mstep: Class 22 contains 7995 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 6400 members 
Mstep: Class 25 contains 14878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157644672.000000 Penalty: 88843.179688
Iteration 76Q: 26 clusters Score -1.576447e+08 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 137578 members 
Mstep: Class 3 contains 27298 members 
Mstep: Class 4 contains 65770 members 
Mstep: Class 5 contains 23720 members 
Mstep: Class 6 contains 25588 members 
Mstep: Class 7 contains 226673 members 
Mstep: Class 8 contains 98982 members 
Mstep: Class 9 contains 298471 members 
Mstep: Class 10 contains 14645 members 
Mstep: Class 11 contains 223244 members 
Mstep: Class 12 contains 227822 members 
Mstep: Class 13 contains 21804 members 
Mstep: Class 14 contains 21820 members 
Mstep: Class 15 contains 11500 members 
Mstep: Class 16 contains 21142 members 
Mstep: Class 17 contains 18642 members 
Mstep: Class 18 contains 9191 members 
Mstep: Class 19 contains 8869 members 
Mstep: Class 20 contains 102289 members 
Mstep: Class 21 contains 10192 members 
Mstep: Class 22 contains 7996 members 
Mstep: Class 23 contains 1928 members 
Mstep: Class 24 contains 6421 members 
Mstep: Class 25 contains 14877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157645792.000000 Penalty: 88843.179688
Iteration 77Q: 26 clusters Score -1.576458e+08 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 137484 members 
Mstep: Class 3 contains 27270 members 
Mstep: Class 4 contains 65777 members 
Mstep: Class 5 contains 23788 members 
Mstep: Class 6 contains 25590 members 
Mstep: Class 7 contains 226649 members 
Mstep: Class 8 contains 98979 members 
Mstep: Class 9 contains 300080 members 
Mstep: Class 10 contains 14642 members 
Mstep: Class 11 contains 223228 members 
Mstep: Class 12 contains 227807 members 
Mstep: Class 13 contains 21777 members 
Mstep: Class 14 contains 21821 members 
Mstep: Class 15 contains 9943 members 
Mstep: Class 16 contains 21101 members 
Mstep: Class 17 contains 18643 members 
Mstep: Class 18 contains 9320 members 
Mstep: Class 19 contains 8864 members 
Mstep: Class 20 contains 102306 members 
Mstep: Class 21 contains 10225 members 
Mstep: Class 22 contains 7995 members 
Mstep: Class 23 contains 1896 members 
Mstep: Class 24 contains 6449 members 
Mstep: Class 25 contains 14883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157646672.000000 Penalty: 88843.179688
Iteration 78Q: 26 clusters Score -1.576467e+08 nChanged 2793
Entering ConstructFrom: 
Score: -157646672.000000 Penalty: 88843.179688
Entering ConstructFrom: 
Trying to split cluster 1 (45442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Entering Unmasked Estep 
Score: -4048622.000000 Penalty: 2659.599609
	Iteration 0F: 2 clusters Score -4048622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -4018055.250000 Penalty: 5319.199219
	Iteration 0F: 3 clusters Score -4018055 nChanged 20790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -4030109.500000 Penalty: 5319.199219
	Iteration 1F: 3 clusters Score -4030110 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -4031433.750000 Penalty: 5319.199219
	Iteration 2F: 3 clusters Score -4031434 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -4033182.500000 Penalty: 5319.199219
	Iteration 3F: 3 clusters Score -4033182 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -4035654.500000 Penalty: 5319.199219
	Iteration 4F: 3 clusters Score -4035654 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -4038511.750000 Penalty: 5319.199219
	Iteration 5F: 3 clusters Score -4038512 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -4041039.250000 Penalty: 5319.199219
	Iteration 6F: 3 clusters Score -4041039 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -4043087.250000 Penalty: 5319.199219
	Iteration 7F: 3 clusters Score -4043087 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -4044655.000000 Penalty: 5319.199219
	Iteration 8Q: 3 clusters Score -4044655 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -4045751.500000 Penalty: 5319.199219
	Iteration 9Q: 3 clusters Score -4045752 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -4046548.750000 Penalty: 5319.199219
	Iteration 10Q: 3 clusters Score -4046549 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -4047192.000000 Penalty: 5319.199219
	Iteration 11Q: 3 clusters Score -4047192 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -4047567.000000 Penalty: 5319.199219
	Iteration 12Q: 3 clusters Score -4047567 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -4047815.750000 Penalty: 5319.199219
	Iteration 13Q: 3 clusters Score -4047816 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -4047984.750000 Penalty: 5319.199219
	Iteration 14Q: 3 clusters Score -4047985 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -4048069.000000 Penalty: 5319.199219
	Iteration 15Q: 3 clusters Score -4048069 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -4048136.000000 Penalty: 5319.199219
	Iteration 16Q: 3 clusters Score -4048136 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -4048199.250000 Penalty: 5319.199219
	Iteration 17Q: 3 clusters Score -4048199 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -4048232.500000 Penalty: 5319.199219
	Iteration 18Q: 3 clusters Score -4048232 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -4048269.500000 Penalty: 5319.199219
	Iteration 19Q: 3 clusters Score -4048270 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -4048287.000000 Penalty: 5319.199219
	Iteration 20F: 3 clusters Score -4048287 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -4048312.500000 Penalty: 5319.199219
	Iteration 21Q: 3 clusters Score -4048312 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -4048351.750000 Penalty: 5319.199219
	Iteration 22Q: 3 clusters Score -4048352 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -4048402.750000 Penalty: 5319.199219
	Iteration 23Q: 3 clusters Score -4048403 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -4048453.250000 Penalty: 5319.199219
	Iteration 24Q: 3 clusters Score -4048453 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -4048484.000000 Penalty: 5319.199219
	Iteration 25Q: 3 clusters Score -4048484 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -4048543.500000 Penalty: 5319.199219
	Iteration 26Q: 3 clusters Score -4048544 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -4048586.000000 Penalty: 5319.199219
	Iteration 27Q: 3 clusters Score -4048586 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -4048629.000000 Penalty: 5319.199219
	Iteration 28Q: 3 clusters Score -4048629 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -4048666.250000 Penalty: 5319.199219
	Iteration 29Q: 3 clusters Score -4048666 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4048700.750000 Penalty: 5319.199219
	Iteration 30Q: 3 clusters Score -4048701 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -4048732.750000 Penalty: 5319.199219
	Iteration 31Q: 3 clusters Score -4048733 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -4048761.750000 Penalty: 5319.199219
	Iteration 32Q: 3 clusters Score -4048762 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -4048809.250000 Penalty: 5319.199219
	Iteration 33Q: 3 clusters Score -4048809 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -4048861.250000 Penalty: 5319.199219
	Iteration 34Q: 3 clusters Score -4048861 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -4048927.500000 Penalty: 5319.199219
	Iteration 35Q: 3 clusters Score -4048928 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -4048969.750000 Penalty: 5319.199219
	Iteration 36Q: 3 clusters Score -4048970 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -4049066.750000 Penalty: 5319.199219
	Iteration 37Q: 3 clusters Score -4049067 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -4049208.000000 Penalty: 5319.199219
	Iteration 38Q: 3 clusters Score -4049208 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -4049376.000000 Penalty: 5319.199219
	Iteration 39Q: 3 clusters Score -4049376 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -4049607.750000 Penalty: 5319.199219
	Iteration 40F: 3 clusters Score -4049608 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -4049883.250000 Penalty: 5319.199219
	Iteration 41Q: 3 clusters Score -4049883 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -4050166.000000 Penalty: 5319.199219
	Iteration 42Q: 3 clusters Score -4050166 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -4050387.000000 Penalty: 5319.199219
	Iteration 43Q: 3 clusters Score -4050387 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -4050590.750000 Penalty: 5319.199219
	Iteration 44Q: 3 clusters Score -4050591 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -4050722.000000 Penalty: 5319.199219
	Iteration 45Q: 3 clusters Score -4050722 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -4050854.750000 Penalty: 5319.199219
	Iteration 46Q: 3 clusters Score -4050855 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -4050993.000000 Penalty: 5319.199219
	Iteration 47Q: 3 clusters Score -4050993 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -4051146.750000 Penalty: 5319.199219
	Iteration 48Q: 3 clusters Score -4051147 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -4051315.000000 Penalty: 5319.199219
	Iteration 49Q: 3 clusters Score -4051315 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -4051504.000000 Penalty: 5319.199219
	Iteration 50Q: 3 clusters Score -4051504 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -4051626.250000 Penalty: 5319.199219
	Iteration 51Q: 3 clusters Score -4051626 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -4051761.250000 Penalty: 5319.199219
	Iteration 52Q: 3 clusters Score -4051761 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -4051909.750000 Penalty: 5319.199219
	Iteration 53Q: 3 clusters Score -4051910 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -4052086.250000 Penalty: 5319.199219
	Iteration 54Q: 3 clusters Score -4052086 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -4052283.500000 Penalty: 5319.199219
	Iteration 55Q: 3 clusters Score -4052284 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -4052391.000000 Penalty: 5319.199219
	Iteration 56Q: 3 clusters Score -4052391 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -4052436.000000 Penalty: 5319.199219
	Iteration 57Q: 3 clusters Score -4052436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -4052455.500000 Penalty: 5319.199219
	Iteration 58Q: 3 clusters Score -4052456 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -4052469.250000 Penalty: 5319.199219
	Iteration 59Q: 3 clusters Score -4052469 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -4052481.500000 Penalty: 5319.199219
	Iteration 60F: 3 clusters Score -4052482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -4052487.750000 Penalty: 5319.199219
	Iteration 61Q: 3 clusters Score -4052488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -4052493.750000 Penalty: 5319.199219
	Iteration 62Q: 3 clusters Score -4052494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -4052496.500000 Penalty: 5319.199219
	Iteration 63Q: 3 clusters Score -4052496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -4052506.250000 Penalty: 5319.199219
	Iteration 64Q: 3 clusters Score -4052506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -4052509.250000 Penalty: 5319.199219
	Iteration 65Q: 3 clusters Score -4052509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -4052512.250000 Penalty: 5319.199219
	Iteration 66Q: 3 clusters Score -4052512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -4052508.750000 Penalty: 5319.199219
	Iteration 67Q: 3 clusters Score -4052509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -4052509.000000 Penalty: 5319.199219
	Iteration 68Q: 3 clusters Score -4052509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -4052508.500000 Penalty: 5319.199219
	Iteration 69Q: 3 clusters Score -4052508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -4052509.750000 Penalty: 5319.199219
	Iteration 70Q: 3 clusters Score -4052510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -4052510.250000 Penalty: 5319.199219
	Iteration 71Q: 3 clusters Score -4052510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -4052512.250000 Penalty: 5319.199219
	Iteration 72Q: 3 clusters Score -4052512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -4052512.250000 Penalty: 5319.199219
	Iteration 73F: 3 clusters Score -4052512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 137390 members 
Mstep: Class 3 contains 27243 members 
Mstep: Class 4 contains 65775 members 
Mstep: Class 5 contains 23863 members 
Mstep: Class 6 contains 25597 members 
Mstep: Class 7 contains 226607 members 
Mstep: Class 8 contains 98995 members 
Mstep: Class 9 contains 301535 members 
Mstep: Class 10 contains 14615 members 
Mstep: Class 11 contains 223222 members 
Mstep: Class 12 contains 227800 members 
Mstep: Class 13 contains 21754 members 
Mstep: Class 14 contains 21822 members 
Mstep: Class 15 contains 8511 members 
Mstep: Class 16 contains 21051 members 
Mstep: Class 17 contains 18639 members 
Mstep: Class 18 contains 9456 members 
Mstep: Class 19 contains 8865 members 
Mstep: Class 20 contains 102321 members 
Mstep: Class 21 contains 10279 members 
Mstep: Class 22 contains 7997 members 
Mstep: Class 23 contains 1866 members 
Mstep: Class 24 contains 6475 members 
Mstep: Class 25 contains 14887 members 
Mstep: Class 26 contains 41595 members 
Entering Unmasked Estep 
Score: -157649328.000000 Penalty: 92396.906250
Splitting cluster 1 changes total score from -157646672.000000 to -157649328.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 2 (137390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137390 members 
Entering Unmasked Estep 
Score: -13307177.000000 Penalty: 2933.983643
	Iteration 0F: 2 clusters Score -1.330718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 68778 members 
Entering Unmasked Estep 
Score: -13215152.000000 Penalty: 5867.967285
	Iteration 0F: 3 clusters Score -1.321515e+07 nChanged 65375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66155 members 
Mstep: Class 2 contains 71235 members 
Entering Unmasked Estep 
Score: -13253430.000000 Penalty: 5867.967285
	Iteration 1F: 3 clusters Score -1.325343e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65115 members 
Mstep: Class 2 contains 72275 members 
Entering Unmasked Estep 
Score: -13254795.000000 Penalty: 5867.967285
	Iteration 2Q: 3 clusters Score -1.32548e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -13256261.000000 Penalty: 5867.967285
	Iteration 3Q: 3 clusters Score -1.325626e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 75842 members 
Entering Unmasked Estep 
Score: -13258157.000000 Penalty: 5867.967285
	Iteration 4Q: 3 clusters Score -1.325816e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -13260885.000000 Penalty: 5867.967285
	Iteration 5Q: 3 clusters Score -1.326088e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 82956 members 
Entering Unmasked Estep 
Score: -13264700.000000 Penalty: 5867.967285
	Iteration 6F: 3 clusters Score -1.32647e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 88187 members 
Entering Unmasked Estep 
Score: -13270091.000000 Penalty: 5867.967285
	Iteration 7F: 3 clusters Score -1.327009e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 93810 members 
Entering Unmasked Estep 
Score: -13275693.000000 Penalty: 5867.967285
	Iteration 8F: 3 clusters Score -1.327569e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 99124 members 
Entering Unmasked Estep 
Score: -13280910.000000 Penalty: 5867.967285
	Iteration 9F: 3 clusters Score -1.328091e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 103762 members 
Entering Unmasked Estep 
Score: -13284873.000000 Penalty: 5867.967285
	Iteration 10Q: 3 clusters Score -1.328487e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 107552 members 
Entering Unmasked Estep 
Score: -13287640.000000 Penalty: 5867.967285
	Iteration 11Q: 3 clusters Score -1.328764e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 110796 members 
Entering Unmasked Estep 
Score: -13289458.000000 Penalty: 5867.967285
	Iteration 12Q: 3 clusters Score -1.328946e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 113743 members 
Entering Unmasked Estep 
Score: -13290864.000000 Penalty: 5867.967285
	Iteration 13Q: 3 clusters Score -1.329086e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 116571 members 
Entering Unmasked Estep 
Score: -13292233.000000 Penalty: 5867.967285
	Iteration 14Q: 3 clusters Score -1.329223e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 119385 members 
Entering Unmasked Estep 
Score: -13293538.000000 Penalty: 5867.967285
	Iteration 15Q: 3 clusters Score -1.329354e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 122125 members 
Entering Unmasked Estep 
Score: -13294898.000000 Penalty: 5867.967285
	Iteration 16Q: 3 clusters Score -1.32949e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 124754 members 
Entering Unmasked Estep 
Score: -13296391.000000 Penalty: 5867.967285
	Iteration 17Q: 3 clusters Score -1.329639e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 127238 members 
Entering Unmasked Estep 
Score: -13297791.000000 Penalty: 5867.967285
	Iteration 18Q: 3 clusters Score -1.329779e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 129535 members 
Entering Unmasked Estep 
Score: -13299263.000000 Penalty: 5867.967285
	Iteration 19Q: 3 clusters Score -1.329926e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 131621 members 
Entering Unmasked Estep 
Score: -13300800.000000 Penalty: 5867.967285
	Iteration 20F: 3 clusters Score -1.33008e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 133310 members 
Entering Unmasked Estep 
Score: -13301914.000000 Penalty: 5867.967285
	Iteration 21Q: 3 clusters Score -1.330191e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 134581 members 
Entering Unmasked Estep 
Score: -13302763.000000 Penalty: 5867.967285
	Iteration 22Q: 3 clusters Score -1.330276e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 135451 members 
Entering Unmasked Estep 
Score: -13303430.000000 Penalty: 5867.967285
	Iteration 23Q: 3 clusters Score -1.330343e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 135989 members 
Entering Unmasked Estep 
Score: -13303830.000000 Penalty: 5867.967285
	Iteration 24Q: 3 clusters Score -1.330383e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 136320 members 
Entering Unmasked Estep 
Score: -13304129.000000 Penalty: 5867.967285
	Iteration 25Q: 3 clusters Score -1.330413e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 136556 members 
Entering Unmasked Estep 
Score: -13304343.000000 Penalty: 5867.967285
	Iteration 26Q: 3 clusters Score -1.330434e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 136686 members 
Entering Unmasked Estep 
Score: -13304449.000000 Penalty: 5867.967285
	Iteration 27Q: 3 clusters Score -1.330445e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 136764 members 
Entering Unmasked Estep 
Score: -13304509.000000 Penalty: 5867.967285
	Iteration 28Q: 3 clusters Score -1.330451e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 136812 members 
Entering Unmasked Estep 
Score: -13304537.000000 Penalty: 5867.967285
	Iteration 29Q: 3 clusters Score -1.330454e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 136835 members 
Entering Unmasked Estep 
Score: -13304562.000000 Penalty: 5867.967285
	Iteration 30Q: 3 clusters Score -1.330456e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 136854 members 
Entering Unmasked Estep 
Score: -13304586.000000 Penalty: 5867.967285
	Iteration 31Q: 3 clusters Score -1.330459e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 136870 members 
Entering Unmasked Estep 
Score: -13304608.000000 Penalty: 5867.967285
	Iteration 32Q: 3 clusters Score -1.330461e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 136886 members 
Entering Unmasked Estep 
Score: -13304631.000000 Penalty: 5867.967285
	Iteration 33Q: 3 clusters Score -1.330463e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 136907 members 
Entering Unmasked Estep 
Score: -13304652.000000 Penalty: 5867.967285
	Iteration 34Q: 3 clusters Score -1.330465e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 136915 members 
Entering Unmasked Estep 
Score: -13304659.000000 Penalty: 5867.967285
	Iteration 35Q: 3 clusters Score -1.330466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 136919 members 
Entering Unmasked Estep 
Score: -13304659.000000 Penalty: 5867.967285
	Iteration 36Q: 3 clusters Score -1.330466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 136923 members 
Entering Unmasked Estep 
Score: -13304672.000000 Penalty: 5867.967285
	Iteration 37Q: 3 clusters Score -1.330467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 136928 members 
Entering Unmasked Estep 
Score: -13304677.000000 Penalty: 5867.967285
	Iteration 38Q: 3 clusters Score -1.330468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 136931 members 
Entering Unmasked Estep 
Score: -13304685.000000 Penalty: 5867.967285
	Iteration 39Q: 3 clusters Score -1.330468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 136932 members 
Entering Unmasked Estep 
Score: -13304684.000000 Penalty: 5867.967285
	Iteration 40F: 3 clusters Score -1.330468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 136934 members 
Entering Unmasked Estep 
Score: -13304693.000000 Penalty: 5867.967285
	Iteration 41Q: 3 clusters Score -1.330469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 136934 members 
Entering Unmasked Estep 
Score: -13304693.000000 Penalty: 5867.967285
	Iteration 42F: 3 clusters Score -1.330469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Entering Unmasked Estep 
Score: -2611111.000000 Penalty: 2532.712891
	Iteration 0F: 2 clusters Score -2611111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2592433.250000 Penalty: 5065.425781
	Iteration 0F: 3 clusters Score -2592433 nChanged 12231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2599655.000000 Penalty: 5065.425781
	Iteration 1F: 3 clusters Score -2599655 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2601191.250000 Penalty: 5065.425781
	Iteration 2F: 3 clusters Score -2601191 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2603069.000000 Penalty: 5065.425781
	Iteration 3F: 3 clusters Score -2603069 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2605176.250000 Penalty: 5065.425781
	Iteration 4F: 3 clusters Score -2605176 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2607262.500000 Penalty: 5065.425781
	Iteration 5F: 3 clusters Score -2607262 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2608938.500000 Penalty: 5065.425781
	Iteration 6F: 3 clusters Score -2608938 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2609906.500000 Penalty: 5065.425781
	Iteration 7Q: 3 clusters Score -2609906 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2610317.000000 Penalty: 5065.425781
	Iteration 8Q: 3 clusters Score -2610317 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2610485.250000 Penalty: 5065.425781
	Iteration 9Q: 3 clusters Score -2610485 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2610581.750000 Penalty: 5065.425781
	Iteration 10Q: 3 clusters Score -2610582 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2610626.250000 Penalty: 5065.425781
	Iteration 11Q: 3 clusters Score -2610626 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2610646.250000 Penalty: 5065.425781
	Iteration 12Q: 3 clusters Score -2610646 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2610671.000000 Penalty: 5065.425781
	Iteration 13Q: 3 clusters Score -2610671 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2610685.750000 Penalty: 5065.425781
	Iteration 14Q: 3 clusters Score -2610686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2610696.250000 Penalty: 5065.425781
	Iteration 15Q: 3 clusters Score -2610696 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2610711.250000 Penalty: 5065.425781
	Iteration 16Q: 3 clusters Score -2610711 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2610714.750000 Penalty: 5065.425781
	Iteration 17Q: 3 clusters Score -2610715 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2610733.250000 Penalty: 5065.425781
	Iteration 18Q: 3 clusters Score -2610733 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2610743.750000 Penalty: 5065.425781
	Iteration 19Q: 3 clusters Score -2610744 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2610760.500000 Penalty: 5065.425781
	Iteration 20F: 3 clusters Score -2610760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2610762.250000 Penalty: 5065.425781
	Iteration 21Q: 3 clusters Score -2610762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2610765.750000 Penalty: 5065.425781
	Iteration 22Q: 3 clusters Score -2610766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2610783.250000 Penalty: 5065.425781
	Iteration 23Q: 3 clusters Score -2610783 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2610787.250000 Penalty: 5065.425781
	Iteration 24Q: 3 clusters Score -2610787 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2610786.750000 Penalty: 5065.425781
	Iteration 25Q: 3 clusters Score -2610787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2610798.500000 Penalty: 5065.425781
	Iteration 26Q: 3 clusters Score -2610798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2610805.500000 Penalty: 5065.425781
	Iteration 27Q: 3 clusters Score -2610806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2610812.500000 Penalty: 5065.425781
	Iteration 28Q: 3 clusters Score -2610812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2610809.500000 Penalty: 5065.425781
	Iteration 29Q: 3 clusters Score -2610810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2610812.500000 Penalty: 5065.425781
	Iteration 30Q: 3 clusters Score -2610812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2610823.500000 Penalty: 5065.425781
	Iteration 31Q: 3 clusters Score -2610824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2610819.750000 Penalty: 5065.425781
	Iteration 32Q: 3 clusters Score -2610820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2610833.000000 Penalty: 5065.425781
	Iteration 33Q: 3 clusters Score -2610833 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2610843.500000 Penalty: 5065.425781
	Iteration 34Q: 3 clusters Score -2610844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2610843.500000 Penalty: 5065.425781
	Iteration 35Q: 3 clusters Score -2610844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2610862.750000 Penalty: 5065.425781
	Iteration 36Q: 3 clusters Score -2610863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2610865.000000 Penalty: 5065.425781
	Iteration 37Q: 3 clusters Score -2610865 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2610870.500000 Penalty: 5065.425781
	Iteration 38Q: 3 clusters Score -2610870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2610874.250000 Penalty: 5065.425781
	Iteration 39Q: 3 clusters Score -2610874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2610876.250000 Penalty: 5065.425781
	Iteration 40F: 3 clusters Score -2610876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2610880.000000 Penalty: 5065.425781
	Iteration 41Q: 3 clusters Score -2610880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2610891.750000 Penalty: 5065.425781
	Iteration 42Q: 3 clusters Score -2610892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2610897.000000 Penalty: 5065.425781
	Iteration 43Q: 3 clusters Score -2610897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2610901.500000 Penalty: 5065.425781
	Iteration 44Q: 3 clusters Score -2610902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2610904.750000 Penalty: 5065.425781
	Iteration 45Q: 3 clusters Score -2610905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2610906.250000 Penalty: 5065.425781
	Iteration 46Q: 3 clusters Score -2610906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2610905.750000 Penalty: 5065.425781
	Iteration 47Q: 3 clusters Score -2610906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2610922.500000 Penalty: 5065.425781
	Iteration 48Q: 3 clusters Score -2610922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2610930.500000 Penalty: 5065.425781
	Iteration 49Q: 3 clusters Score -2610930 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2610942.500000 Penalty: 5065.425781
	Iteration 50Q: 3 clusters Score -2610942 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2610961.000000 Penalty: 5065.425781
	Iteration 51Q: 3 clusters Score -2610961 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2610986.000000 Penalty: 5065.425781
	Iteration 52Q: 3 clusters Score -2610986 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2611015.750000 Penalty: 5065.425781
	Iteration 53Q: 3 clusters Score -2611016 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2611045.250000 Penalty: 5065.425781
	Iteration 54Q: 3 clusters Score -2611045 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2611058.250000 Penalty: 5065.425781
	Iteration 55Q: 3 clusters Score -2611058 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2611069.750000 Penalty: 5065.425781
	Iteration 56Q: 3 clusters Score -2611070 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2611096.000000 Penalty: 5065.425781
	Iteration 57Q: 3 clusters Score -2611096 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2611126.500000 Penalty: 5065.425781
	Iteration 58Q: 3 clusters Score -2611126 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2611151.500000 Penalty: 5065.425781
	Iteration 59Q: 3 clusters Score -2611152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2611169.500000 Penalty: 5065.425781
	Iteration 60F: 3 clusters Score -2611170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2611180.750000 Penalty: 5065.425781
	Iteration 61Q: 3 clusters Score -2611181 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2611204.750000 Penalty: 5065.425781
	Iteration 62Q: 3 clusters Score -2611205 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2611240.500000 Penalty: 5065.425781
	Iteration 63Q: 3 clusters Score -2611240 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2611269.750000 Penalty: 5065.425781
	Iteration 64Q: 3 clusters Score -2611270 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2611312.750000 Penalty: 5065.425781
	Iteration 65Q: 3 clusters Score -2611313 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2611378.000000 Penalty: 5065.425781
	Iteration 66Q: 3 clusters Score -2611378 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2611458.000000 Penalty: 5065.425781
	Iteration 67Q: 3 clusters Score -2611458 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2611538.000000 Penalty: 5065.425781
	Iteration 68Q: 3 clusters Score -2611538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2611599.250000 Penalty: 5065.425781
	Iteration 69Q: 3 clusters Score -2611599 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2611698.250000 Penalty: 5065.425781
	Iteration 70Q: 3 clusters Score -2611698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2611757.500000 Penalty: 5065.425781
	Iteration 71Q: 3 clusters Score -2611758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2611772.250000 Penalty: 5065.425781
	Iteration 72Q: 3 clusters Score -2611772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2611782.500000 Penalty: 5065.425781
	Iteration 73Q: 3 clusters Score -2611782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2611788.250000 Penalty: 5065.425781
	Iteration 74Q: 3 clusters Score -2611788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2611792.750000 Penalty: 5065.425781
	Iteration 75Q: 3 clusters Score -2611793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2611792.500000 Penalty: 5065.425781
	Iteration 76Q: 3 clusters Score -2611792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2611793.000000 Penalty: 5065.425781
	Iteration 77Q: 3 clusters Score -2611793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2611796.250000 Penalty: 5065.425781
	Iteration 78Q: 3 clusters Score -2611796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2611795.500000 Penalty: 5065.425781
	Iteration 79Q: 3 clusters Score -2611796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2611796.000000 Penalty: 5065.425781
	Iteration 80F: 3 clusters Score -2611796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2611799.750000 Penalty: 5065.425781
	Iteration 81Q: 3 clusters Score -2611800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2611800.750000 Penalty: 5065.425781
	Iteration 82Q: 3 clusters Score -2611801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2611798.750000 Penalty: 5065.425781
	Iteration 83Q: 3 clusters Score -2611799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2611798.750000 Penalty: 5065.425781
	Iteration 84F: 3 clusters Score -2611799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 137390 members 
Mstep: Class 3 contains 26157 members 
Mstep: Class 4 contains 65775 members 
Mstep: Class 5 contains 23863 members 
Mstep: Class 6 contains 25597 members 
Mstep: Class 7 contains 226607 members 
Mstep: Class 8 contains 98995 members 
Mstep: Class 9 contains 301535 members 
Mstep: Class 10 contains 14615 members 
Mstep: Class 11 contains 223222 members 
Mstep: Class 12 contains 227800 members 
Mstep: Class 13 contains 21754 members 
Mstep: Class 14 contains 21822 members 
Mstep: Class 15 contains 8511 members 
Mstep: Class 16 contains 21051 members 
Mstep: Class 17 contains 18639 members 
Mstep: Class 18 contains 9456 members 
Mstep: Class 19 contains 8865 members 
Mstep: Class 20 contains 102321 members 
Mstep: Class 21 contains 10279 members 
Mstep: Class 22 contains 7997 members 
Mstep: Class 23 contains 1866 members 
Mstep: Class 24 contains 6475 members 
Mstep: Class 25 contains 14887 members 
Mstep: Class 26 contains 41595 members 
Mstep: Class 27 contains 1086 members 
Entering Unmasked Estep 
Score: -157649232.000000 Penalty: 95950.632812
Splitting cluster 3 changes total score from -157646672.000000 to -157649232.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 4 (65775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Entering Unmasked Estep 
Score: -6371143.000000 Penalty: 2751.310791
	Iteration 0F: 2 clusters Score -6371143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -6327053.500000 Penalty: 5502.621582
	Iteration 0F: 3 clusters Score -6327054 nChanged 30707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -6344425.000000 Penalty: 5502.621582
	Iteration 1F: 3 clusters Score -6344425 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -6345079.000000 Penalty: 5502.621582
	Iteration 2Q: 3 clusters Score -6345079 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -6345839.500000 Penalty: 5502.621582
	Iteration 3Q: 3 clusters Score -6345840 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -6346939.000000 Penalty: 5502.621582
	Iteration 4Q: 3 clusters Score -6346939 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -6348328.000000 Penalty: 5502.621582
	Iteration 5Q: 3 clusters Score -6348328 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -6350247.500000 Penalty: 5502.621582
	Iteration 6F: 3 clusters Score -6350248 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -6352784.000000 Penalty: 5502.621582
	Iteration 7F: 3 clusters Score -6352784 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -6355849.000000 Penalty: 5502.621582
	Iteration 8F: 3 clusters Score -6355849 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -6359126.000000 Penalty: 5502.621582
	Iteration 9F: 3 clusters Score -6359126 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -6361994.500000 Penalty: 5502.621582
	Iteration 10F: 3 clusters Score -6361994 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -6364066.500000 Penalty: 5502.621582
	Iteration 11Q: 3 clusters Score -6364066 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -6365439.000000 Penalty: 5502.621582
	Iteration 12Q: 3 clusters Score -6365439 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -6366338.500000 Penalty: 5502.621582
	Iteration 13Q: 3 clusters Score -6366338 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -6366967.000000 Penalty: 5502.621582
	Iteration 14Q: 3 clusters Score -6366967 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -6367383.000000 Penalty: 5502.621582
	Iteration 15Q: 3 clusters Score -6367383 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -6367611.500000 Penalty: 5502.621582
	Iteration 16Q: 3 clusters Score -6367612 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -6367794.000000 Penalty: 5502.621582
	Iteration 17Q: 3 clusters Score -6367794 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -6367913.500000 Penalty: 5502.621582
	Iteration 18Q: 3 clusters Score -6367914 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -6367972.000000 Penalty: 5502.621582
	Iteration 19Q: 3 clusters Score -6367972 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -6368031.500000 Penalty: 5502.621582
	Iteration 20F: 3 clusters Score -6368032 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -6368073.000000 Penalty: 5502.621582
	Iteration 21Q: 3 clusters Score -6368073 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -6368126.000000 Penalty: 5502.621582
	Iteration 22Q: 3 clusters Score -6368126 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -6368142.500000 Penalty: 5502.621582
	Iteration 23Q: 3 clusters Score -6368142 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -6368135.500000 Penalty: 5502.621582
	Iteration 24Q: 3 clusters Score -6368136 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -6368139.000000 Penalty: 5502.621582
	Iteration 25Q: 3 clusters Score -6368139 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -6368151.500000 Penalty: 5502.621582
	Iteration 26Q: 3 clusters Score -6368152 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -6368163.500000 Penalty: 5502.621582
	Iteration 27Q: 3 clusters Score -6368164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -6368162.500000 Penalty: 5502.621582
	Iteration 28Q: 3 clusters Score -6368162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -6368161.500000 Penalty: 5502.621582
	Iteration 29Q: 3 clusters Score -6368162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -6368154.000000 Penalty: 5502.621582
	Iteration 30Q: 3 clusters Score -6368154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -6368154.000000 Penalty: 5502.621582
	Iteration 31Q: 3 clusters Score -6368154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -6368154.500000 Penalty: 5502.621582
	Iteration 32Q: 3 clusters Score -6368154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -6368152.000000 Penalty: 5502.621582
	Iteration 33Q: 3 clusters Score -6368152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -6368158.500000 Penalty: 5502.621582
	Iteration 34Q: 3 clusters Score -6368158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -6368159.000000 Penalty: 5502.621582
	Iteration 35Q: 3 clusters Score -6368159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -6368166.500000 Penalty: 5502.621582
	Iteration 36Q: 3 clusters Score -6368166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -6368171.000000 Penalty: 5502.621582
	Iteration 37Q: 3 clusters Score -6368171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -6368163.500000 Penalty: 5502.621582
	Iteration 38Q: 3 clusters Score -6368164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -6368173.000000 Penalty: 5502.621582
	Iteration 39Q: 3 clusters Score -6368173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -6368172.500000 Penalty: 5502.621582
	Iteration 40F: 3 clusters Score -6368172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -6368168.500000 Penalty: 5502.621582
	Iteration 41Q: 3 clusters Score -6368168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -6368164.000000 Penalty: 5502.621582
	Iteration 42Q: 3 clusters Score -6368164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -6368166.000000 Penalty: 5502.621582
	Iteration 43Q: 3 clusters Score -6368166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -6368162.500000 Penalty: 5502.621582
	Iteration 44Q: 3 clusters Score -6368162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -6368158.000000 Penalty: 5502.621582
	Iteration 45Q: 3 clusters Score -6368158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -6368161.500000 Penalty: 5502.621582
	Iteration 46Q: 3 clusters Score -6368162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -6368158.000000 Penalty: 5502.621582
	Iteration 47Q: 3 clusters Score -6368158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -6368153.000000 Penalty: 5502.621582
	Iteration 48Q: 3 clusters Score -6368153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -6368148.000000 Penalty: 5502.621582
	Iteration 49Q: 3 clusters Score -6368148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -6368142.500000 Penalty: 5502.621582
	Iteration 50Q: 3 clusters Score -6368142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -6368142.500000 Penalty: 5502.621582
	Iteration 51Q: 3 clusters Score -6368142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -6368142.000000 Penalty: 5502.621582
	Iteration 52Q: 3 clusters Score -6368142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -6368148.500000 Penalty: 5502.621582
	Iteration 53Q: 3 clusters Score -6368148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -6368144.000000 Penalty: 5502.621582
	Iteration 54Q: 3 clusters Score -6368144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -6368143.000000 Penalty: 5502.621582
	Iteration 55Q: 3 clusters Score -6368143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -6368136.500000 Penalty: 5502.621582
	Iteration 56Q: 3 clusters Score -6368136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -6368145.000000 Penalty: 5502.621582
	Iteration 57Q: 3 clusters Score -6368145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -6368153.000000 Penalty: 5502.621582
	Iteration 58Q: 3 clusters Score -6368153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -6368156.000000 Penalty: 5502.621582
	Iteration 59Q: 3 clusters Score -6368156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -6368159.000000 Penalty: 5502.621582
	Iteration 60F: 3 clusters Score -6368159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -6368156.000000 Penalty: 5502.621582
	Iteration 61Q: 3 clusters Score -6368156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -6368161.000000 Penalty: 5502.621582
	Iteration 62Q: 3 clusters Score -6368161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -6368166.500000 Penalty: 5502.621582
	Iteration 63Q: 3 clusters Score -6368166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -6368162.500000 Penalty: 5502.621582
	Iteration 64Q: 3 clusters Score -6368162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -6368162.500000 Penalty: 5502.621582
	Iteration 65F: 3 clusters Score -6368162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Entering Unmasked Estep 
Score: -2133703.250000 Penalty: 2499.861084
	Iteration 0F: 2 clusters Score -2133703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2117091.500000 Penalty: 4999.722168
	Iteration 0F: 3 clusters Score -2117092 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2123149.750000 Penalty: 4999.722168
	Iteration 1F: 3 clusters Score -2123150 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2123747.000000 Penalty: 4999.722168
	Iteration 2F: 3 clusters Score -2123747 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2124372.500000 Penalty: 4999.722168
	Iteration 3F: 3 clusters Score -2124372 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2125034.750000 Penalty: 4999.722168
	Iteration 4F: 3 clusters Score -2125035 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2125807.750000 Penalty: 4999.722168
	Iteration 5F: 3 clusters Score -2125808 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2126684.250000 Penalty: 4999.722168
	Iteration 6F: 3 clusters Score -2126684 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2127626.500000 Penalty: 4999.722168
	Iteration 7F: 3 clusters Score -2127626 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2128561.250000 Penalty: 4999.722168
	Iteration 8F: 3 clusters Score -2128561 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2129458.250000 Penalty: 4999.722168
	Iteration 9Q: 3 clusters Score -2129458 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2130202.250000 Penalty: 4999.722168
	Iteration 10Q: 3 clusters Score -2130202 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2130777.000000 Penalty: 4999.722168
	Iteration 11Q: 3 clusters Score -2130777 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2131239.750000 Penalty: 4999.722168
	Iteration 12Q: 3 clusters Score -2131240 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2131659.250000 Penalty: 4999.722168
	Iteration 13Q: 3 clusters Score -2131659 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2131976.750000 Penalty: 4999.722168
	Iteration 14Q: 3 clusters Score -2131977 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2132141.250000 Penalty: 4999.722168
	Iteration 15Q: 3 clusters Score -2132141 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2132235.500000 Penalty: 4999.722168
	Iteration 16Q: 3 clusters Score -2132236 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2132299.000000 Penalty: 4999.722168
	Iteration 17Q: 3 clusters Score -2132299 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2132334.750000 Penalty: 4999.722168
	Iteration 18Q: 3 clusters Score -2132335 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2132371.750000 Penalty: 4999.722168
	Iteration 19Q: 3 clusters Score -2132372 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2132398.750000 Penalty: 4999.722168
	Iteration 20F: 3 clusters Score -2132399 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2132421.750000 Penalty: 4999.722168
	Iteration 21Q: 3 clusters Score -2132422 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2132443.500000 Penalty: 4999.722168
	Iteration 22Q: 3 clusters Score -2132444 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2132469.750000 Penalty: 4999.722168
	Iteration 23Q: 3 clusters Score -2132470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2132491.750000 Penalty: 4999.722168
	Iteration 24Q: 3 clusters Score -2132492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2132517.750000 Penalty: 4999.722168
	Iteration 25Q: 3 clusters Score -2132518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2132543.750000 Penalty: 4999.722168
	Iteration 26Q: 3 clusters Score -2132544 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2132561.000000 Penalty: 4999.722168
	Iteration 27Q: 3 clusters Score -2132561 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2132576.500000 Penalty: 4999.722168
	Iteration 28Q: 3 clusters Score -2132576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2132598.000000 Penalty: 4999.722168
	Iteration 29Q: 3 clusters Score -2132598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2132615.500000 Penalty: 4999.722168
	Iteration 30Q: 3 clusters Score -2132616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2132633.000000 Penalty: 4999.722168
	Iteration 31Q: 3 clusters Score -2132633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2132646.250000 Penalty: 4999.722168
	Iteration 32Q: 3 clusters Score -2132646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2132657.250000 Penalty: 4999.722168
	Iteration 33Q: 3 clusters Score -2132657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2132671.500000 Penalty: 4999.722168
	Iteration 34Q: 3 clusters Score -2132672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -2132693.500000 Penalty: 4999.722168
	Iteration 35Q: 3 clusters Score -2132694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2132700.750000 Penalty: 4999.722168
	Iteration 36Q: 3 clusters Score -2132701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2132711.000000 Penalty: 4999.722168
	Iteration 37Q: 3 clusters Score -2132711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -2132714.750000 Penalty: 4999.722168
	Iteration 38Q: 3 clusters Score -2132715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2132721.000000 Penalty: 4999.722168
	Iteration 39Q: 3 clusters Score -2132721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2132724.000000 Penalty: 4999.722168
	Iteration 40F: 3 clusters Score -2132724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -2132724.250000 Penalty: 4999.722168
	Iteration 41Q: 3 clusters Score -2132724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2132721.750000 Penalty: 4999.722168
	Iteration 42Q: 3 clusters Score -2132722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2132726.250000 Penalty: 4999.722168
	Iteration 43Q: 3 clusters Score -2132726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2132731.500000 Penalty: 4999.722168
	Iteration 44Q: 3 clusters Score -2132732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -2132735.250000 Penalty: 4999.722168
	Iteration 45Q: 3 clusters Score -2132735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2132733.000000 Penalty: 4999.722168
	Iteration 46Q: 3 clusters Score -2132733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -2132732.500000 Penalty: 4999.722168
	Iteration 47Q: 3 clusters Score -2132732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2132735.000000 Penalty: 4999.722168
	Iteration 48Q: 3 clusters Score -2132735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2132735.000000 Penalty: 4999.722168
	Iteration 49F: 3 clusters Score -2132735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Entering Unmasked Estep 
Score: -2325846.500000 Penalty: 2517.257080
	Iteration 0F: 2 clusters Score -2325846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2308228.750000 Penalty: 5034.514160
	Iteration 0F: 3 clusters Score -2308229 nChanged 11347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2314694.500000 Penalty: 5034.514160
	Iteration 1F: 3 clusters Score -2314694 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2315691.750000 Penalty: 5034.514160
	Iteration 2F: 3 clusters Score -2315692 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2317216.750000 Penalty: 5034.514160
	Iteration 3F: 3 clusters Score -2317217 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2319821.500000 Penalty: 5034.514160
	Iteration 4F: 3 clusters Score -2319822 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2323955.250000 Penalty: 5034.514160
	Iteration 5F: 3 clusters Score -2323955 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2328364.000000 Penalty: 5034.514160
	Iteration 6F: 3 clusters Score -2328364 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2331834.250000 Penalty: 5034.514160
	Iteration 7F: 3 clusters Score -2331834 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2333679.500000 Penalty: 5034.514160
	Iteration 8F: 3 clusters Score -2333680 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2334722.750000 Penalty: 5034.514160
	Iteration 9Q: 3 clusters Score -2334723 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2335425.500000 Penalty: 5034.514160
	Iteration 10Q: 3 clusters Score -2335426 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2335791.750000 Penalty: 5034.514160
	Iteration 11Q: 3 clusters Score -2335792 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2335956.000000 Penalty: 5034.514160
	Iteration 12Q: 3 clusters Score -2335956 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2336059.500000 Penalty: 5034.514160
	Iteration 13Q: 3 clusters Score -2336060 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2336118.000000 Penalty: 5034.514160
	Iteration 14Q: 3 clusters Score -2336118 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2336159.750000 Penalty: 5034.514160
	Iteration 15Q: 3 clusters Score -2336160 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2336189.250000 Penalty: 5034.514160
	Iteration 16Q: 3 clusters Score -2336189 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2336199.000000 Penalty: 5034.514160
	Iteration 17Q: 3 clusters Score -2336199 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2336215.250000 Penalty: 5034.514160
	Iteration 18Q: 3 clusters Score -2336215 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2336235.500000 Penalty: 5034.514160
	Iteration 19Q: 3 clusters Score -2336236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2336258.750000 Penalty: 5034.514160
	Iteration 20F: 3 clusters Score -2336259 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2336268.000000 Penalty: 5034.514160
	Iteration 21Q: 3 clusters Score -2336268 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2336279.000000 Penalty: 5034.514160
	Iteration 22Q: 3 clusters Score -2336279 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2336284.500000 Penalty: 5034.514160
	Iteration 23Q: 3 clusters Score -2336284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2336298.500000 Penalty: 5034.514160
	Iteration 24Q: 3 clusters Score -2336298 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2336312.500000 Penalty: 5034.514160
	Iteration 25Q: 3 clusters Score -2336312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2336320.250000 Penalty: 5034.514160
	Iteration 26Q: 3 clusters Score -2336320 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2336327.000000 Penalty: 5034.514160
	Iteration 27Q: 3 clusters Score -2336327 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2336328.000000 Penalty: 5034.514160
	Iteration 28Q: 3 clusters Score -2336328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2336335.500000 Penalty: 5034.514160
	Iteration 29Q: 3 clusters Score -2336336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2336339.500000 Penalty: 5034.514160
	Iteration 30Q: 3 clusters Score -2336340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2336336.250000 Penalty: 5034.514160
	Iteration 31Q: 3 clusters Score -2336336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2336341.500000 Penalty: 5034.514160
	Iteration 32Q: 3 clusters Score -2336342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2336340.000000 Penalty: 5034.514160
	Iteration 33Q: 3 clusters Score -2336340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2336342.000000 Penalty: 5034.514160
	Iteration 34Q: 3 clusters Score -2336342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2336344.750000 Penalty: 5034.514160
	Iteration 35Q: 3 clusters Score -2336345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2336347.500000 Penalty: 5034.514160
	Iteration 36Q: 3 clusters Score -2336348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2336348.250000 Penalty: 5034.514160
	Iteration 37Q: 3 clusters Score -2336348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2336347.250000 Penalty: 5034.514160
	Iteration 38Q: 3 clusters Score -2336347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2336346.500000 Penalty: 5034.514160
	Iteration 39Q: 3 clusters Score -2336346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2336344.000000 Penalty: 5034.514160
	Iteration 40F: 3 clusters Score -2336344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2336342.500000 Penalty: 5034.514160
	Iteration 41Q: 3 clusters Score -2336342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2336347.750000 Penalty: 5034.514160
	Iteration 42Q: 3 clusters Score -2336348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2336350.500000 Penalty: 5034.514160
	Iteration 43Q: 3 clusters Score -2336350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2336350.250000 Penalty: 5034.514160
	Iteration 44Q: 3 clusters Score -2336350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2336349.250000 Penalty: 5034.514160
	Iteration 45Q: 3 clusters Score -2336349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2336349.250000 Penalty: 5034.514160
	Iteration 46F: 3 clusters Score -2336349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 137390 members 
Mstep: Class 3 contains 26157 members 
Mstep: Class 4 contains 65775 members 
Mstep: Class 5 contains 23863 members 
Mstep: Class 6 contains 15301 members 
Mstep: Class 7 contains 226607 members 
Mstep: Class 8 contains 98995 members 
Mstep: Class 9 contains 301535 members 
Mstep: Class 10 contains 14615 members 
Mstep: Class 11 contains 223222 members 
Mstep: Class 12 contains 227800 members 
Mstep: Class 13 contains 21754 members 
Mstep: Class 14 contains 21822 members 
Mstep: Class 15 contains 8511 members 
Mstep: Class 16 contains 21051 members 
Mstep: Class 17 contains 18639 members 
Mstep: Class 18 contains 9456 members 
Mstep: Class 19 contains 8865 members 
Mstep: Class 20 contains 102321 members 
Mstep: Class 21 contains 10279 members 
Mstep: Class 22 contains 7997 members 
Mstep: Class 23 contains 1866 members 
Mstep: Class 24 contains 6475 members 
Mstep: Class 25 contains 14887 members 
Mstep: Class 26 contains 41595 members 
Mstep: Class 27 contains 1086 members 
Mstep: Class 28 contains 10296 members 
Entering Unmasked Estep 
Score: -157659200.000000 Penalty: 99504.359375
Splitting cluster 6 changes total score from -157646672.000000 to -157659200.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 7 (226607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226607 members 
Entering Unmasked Estep 
Score: -22273340.000000 Penalty: 3058.081299
	Iteration 0F: 2 clusters Score -2.227334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113612 members 
Mstep: Class 2 contains 112995 members 
Entering Unmasked Estep 
Score: -22123546.000000 Penalty: 6116.162598
	Iteration 0F: 3 clusters Score -2.212355e+07 nChanged 109167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118137 members 
Mstep: Class 2 contains 108470 members 
Entering Unmasked Estep 
Score: -22187124.000000 Penalty: 6116.162598
	Iteration 1F: 3 clusters Score -2.218712e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120983 members 
Mstep: Class 2 contains 105624 members 
Entering Unmasked Estep 
Score: -22188284.000000 Penalty: 6116.162598
	Iteration 2Q: 3 clusters Score -2.218828e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125404 members 
Mstep: Class 2 contains 101203 members 
Entering Unmasked Estep 
Score: -22189952.000000 Penalty: 6116.162598
	Iteration 3Q: 3 clusters Score -2.218995e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132282 members 
Mstep: Class 2 contains 94325 members 
Entering Unmasked Estep 
Score: -22192550.000000 Penalty: 6116.162598
	Iteration 4Q: 3 clusters Score -2.219255e+07 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142876 members 
Mstep: Class 2 contains 83731 members 
Entering Unmasked Estep 
Score: -22197598.000000 Penalty: 6116.162598
	Iteration 5Q: 3 clusters Score -2.21976e+07 nChanged 15897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158591 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -22208236.000000 Penalty: 6116.162598
	Iteration 6F: 3 clusters Score -2.220824e+07 nChanged 20836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179361 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -22225988.000000 Penalty: 6116.162598
	Iteration 7F: 3 clusters Score -2.222599e+07 nChanged 21782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201099 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -22247066.000000 Penalty: 6116.162598
	Iteration 8F: 3 clusters Score -2.224707e+07 nChanged 15147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216230 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -22261788.000000 Penalty: 6116.162598
	Iteration 9F: 3 clusters Score -2.226179e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222867 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -22267798.000000 Penalty: 6116.162598
	Iteration 10Q: 3 clusters Score -2.22678e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225040 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -22269678.000000 Penalty: 6116.162598
	Iteration 11Q: 3 clusters Score -2.226968e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225675 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -22270334.000000 Penalty: 6116.162598
	Iteration 12Q: 3 clusters Score -2.227033e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225872 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -22270560.000000 Penalty: 6116.162598
	Iteration 13Q: 3 clusters Score -2.227056e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225943 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -22270716.000000 Penalty: 6116.162598
	Iteration 14Q: 3 clusters Score -2.227072e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225963 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -22270770.000000 Penalty: 6116.162598
	Iteration 15Q: 3 clusters Score -2.227077e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225981 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -22270792.000000 Penalty: 6116.162598
	Iteration 16Q: 3 clusters Score -2.227079e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225988 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -22270800.000000 Penalty: 6116.162598
	Iteration 17Q: 3 clusters Score -2.22708e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225992 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -22270800.000000 Penalty: 6116.162598
	Iteration 18Q: 3 clusters Score -2.22708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226002 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -22270836.000000 Penalty: 6116.162598
	Iteration 19Q: 3 clusters Score -2.227084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226011 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -22270828.000000 Penalty: 6116.162598
	Iteration 20F: 3 clusters Score -2.227083e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226020 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -22270850.000000 Penalty: 6116.162598
	Iteration 21Q: 3 clusters Score -2.227085e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226033 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -22270854.000000 Penalty: 6116.162598
	Iteration 22Q: 3 clusters Score -2.227085e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226038 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -22270868.000000 Penalty: 6116.162598
	Iteration 23Q: 3 clusters Score -2.227087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226037 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -22270864.000000 Penalty: 6116.162598
	Iteration 24Q: 3 clusters Score -2.227086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226037 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -22270874.000000 Penalty: 6116.162598
	Iteration 25Q: 3 clusters Score -2.227087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226037 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -22270876.000000 Penalty: 6116.162598
	Iteration 26Q: 3 clusters Score -2.227088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226036 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -22270886.000000 Penalty: 6116.162598
	Iteration 27Q: 3 clusters Score -2.227089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226035 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -22270878.000000 Penalty: 6116.162598
	Iteration 28Q: 3 clusters Score -2.227088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226035 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -22270878.000000 Penalty: 6116.162598
	Iteration 29F: 3 clusters Score -2.227088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (98995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98995 members 
Entering Unmasked Estep 
Score: -9533999.000000 Penalty: 2852.700439
	Iteration 0F: 2 clusters Score -9533999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -9467574.000000 Penalty: 5705.400879
	Iteration 0F: 3 clusters Score -9467574 nChanged 46976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -9494688.000000 Penalty: 5705.400879
	Iteration 1F: 3 clusters Score -9494688 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -9496050.000000 Penalty: 5705.400879
	Iteration 2Q: 3 clusters Score -9496050 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57605 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -9498075.000000 Penalty: 5705.400879
	Iteration 3Q: 3 clusters Score -9498075 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61573 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -9501062.000000 Penalty: 5705.400879
	Iteration 4F: 3 clusters Score -9501062 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -9505230.000000 Penalty: 5705.400879
	Iteration 5F: 3 clusters Score -9505230 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73085 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -9510512.000000 Penalty: 5705.400879
	Iteration 6F: 3 clusters Score -9510512 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79716 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -9516301.000000 Penalty: 5705.400879
	Iteration 7F: 3 clusters Score -9516301 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85638 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -9521675.000000 Penalty: 5705.400879
	Iteration 8F: 3 clusters Score -9521675 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90042 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -9525637.000000 Penalty: 5705.400879
	Iteration 9Q: 3 clusters Score -9525637 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92779 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -9528016.000000 Penalty: 5705.400879
	Iteration 10Q: 3 clusters Score -9528016 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94517 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -9529365.000000 Penalty: 5705.400879
	Iteration 11Q: 3 clusters Score -9529365 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95643 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -9530267.000000 Penalty: 5705.400879
	Iteration 12Q: 3 clusters Score -9530267 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96361 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -9530893.000000 Penalty: 5705.400879
	Iteration 13Q: 3 clusters Score -9530893 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96796 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -9531434.000000 Penalty: 5705.400879
	Iteration 14Q: 3 clusters Score -9531434 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97062 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9532013.000000 Penalty: 5705.400879
	Iteration 15Q: 3 clusters Score -9532013 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97146 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -9532368.000000 Penalty: 5705.400879
	Iteration 16Q: 3 clusters Score -9532368 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9532590.000000 Penalty: 5705.400879
	Iteration 17Q: 3 clusters Score -9532590 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97137 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -9532724.000000 Penalty: 5705.400879
	Iteration 18Q: 3 clusters Score -9532724 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97109 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -9532813.000000 Penalty: 5705.400879
	Iteration 19Q: 3 clusters Score -9532813 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97058 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -9532890.000000 Penalty: 5705.400879
	Iteration 20F: 3 clusters Score -9532890 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97013 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9532945.000000 Penalty: 5705.400879
	Iteration 21Q: 3 clusters Score -9532945 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96964 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -9533014.000000 Penalty: 5705.400879
	Iteration 22Q: 3 clusters Score -9533014 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -9533033.000000 Penalty: 5705.400879
	Iteration 23Q: 3 clusters Score -9533033 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96919 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -9533054.000000 Penalty: 5705.400879
	Iteration 24Q: 3 clusters Score -9533054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96901 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9533067.000000 Penalty: 5705.400879
	Iteration 25Q: 3 clusters Score -9533067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96873 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9533063.000000 Penalty: 5705.400879
	Iteration 26Q: 3 clusters Score -9533063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96858 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9533078.000000 Penalty: 5705.400879
	Iteration 27Q: 3 clusters Score -9533078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96840 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -9533095.000000 Penalty: 5705.400879
	Iteration 28Q: 3 clusters Score -9533095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -9533089.000000 Penalty: 5705.400879
	Iteration 29Q: 3 clusters Score -9533089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96825 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -9533101.000000 Penalty: 5705.400879
	Iteration 30Q: 3 clusters Score -9533101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96824 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -9533102.000000 Penalty: 5705.400879
	Iteration 31Q: 3 clusters Score -9533102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96819 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -9533085.000000 Penalty: 5705.400879
	Iteration 32Q: 3 clusters Score -9533085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96813 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -9533096.000000 Penalty: 5705.400879
	Iteration 33Q: 3 clusters Score -9533096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96808 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -9533097.000000 Penalty: 5705.400879
	Iteration 34Q: 3 clusters Score -9533097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96799 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9533106.000000 Penalty: 5705.400879
	Iteration 35Q: 3 clusters Score -9533106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -9533108.000000 Penalty: 5705.400879
	Iteration 36Q: 3 clusters Score -9533108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96783 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -9533108.000000 Penalty: 5705.400879
	Iteration 37Q: 3 clusters Score -9533108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96775 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -9533099.000000 Penalty: 5705.400879
	Iteration 38Q: 3 clusters Score -9533099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96768 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -9533102.000000 Penalty: 5705.400879
	Iteration 39Q: 3 clusters Score -9533102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96760 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -9533099.000000 Penalty: 5705.400879
	Iteration 40F: 3 clusters Score -9533099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96751 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -9533116.000000 Penalty: 5705.400879
	Iteration 41Q: 3 clusters Score -9533116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96748 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -9533115.000000 Penalty: 5705.400879
	Iteration 42Q: 3 clusters Score -9533115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96743 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -9533122.000000 Penalty: 5705.400879
	Iteration 43Q: 3 clusters Score -9533122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96743 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -9533115.000000 Penalty: 5705.400879
	Iteration 44Q: 3 clusters Score -9533115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96741 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -9533114.000000 Penalty: 5705.400879
	Iteration 45Q: 3 clusters Score -9533114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96740 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -9533116.000000 Penalty: 5705.400879
	Iteration 46Q: 3 clusters Score -9533116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96738 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -9533111.000000 Penalty: 5705.400879
	Iteration 47Q: 3 clusters Score -9533111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96734 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -9533116.000000 Penalty: 5705.400879
	Iteration 48Q: 3 clusters Score -9533116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96731 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -9533117.000000 Penalty: 5705.400879
	Iteration 49Q: 3 clusters Score -9533117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -9533116.000000 Penalty: 5705.400879
	Iteration 50Q: 3 clusters Score -9533116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -9533117.000000 Penalty: 5705.400879
	Iteration 51Q: 3 clusters Score -9533117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -9533124.000000 Penalty: 5705.400879
	Iteration 52Q: 3 clusters Score -9533124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96717 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9533120.000000 Penalty: 5705.400879
	Iteration 53Q: 3 clusters Score -9533120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96713 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -9533125.000000 Penalty: 5705.400879
	Iteration 54Q: 3 clusters Score -9533125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96709 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -9533124.000000 Penalty: 5705.400879
	Iteration 55Q: 3 clusters Score -9533124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96707 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -9533136.000000 Penalty: 5705.400879
	Iteration 56Q: 3 clusters Score -9533136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96708 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -9533136.000000 Penalty: 5705.400879
	Iteration 57Q: 3 clusters Score -9533136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96708 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -9533136.000000 Penalty: 5705.400879
	Iteration 58F: 3 clusters Score -9533136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (301535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301535 members 
Entering Unmasked Estep 
Score: -29524350.000000 Penalty: 3128.927002
	Iteration 0F: 2 clusters Score -2.952435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150609 members 
Mstep: Class 2 contains 150926 members 
Entering Unmasked Estep 
Score: -29331282.000000 Penalty: 6257.854004
	Iteration 0F: 3 clusters Score -2.933128e+07 nChanged 146440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151927 members 
Mstep: Class 2 contains 149608 members 
Entering Unmasked Estep 
Score: -29418152.000000 Penalty: 6257.854004
	Iteration 1F: 3 clusters Score -2.941815e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152993 members 
Mstep: Class 2 contains 148542 members 
Entering Unmasked Estep 
Score: -29419858.000000 Penalty: 6257.854004
	Iteration 2Q: 3 clusters Score -2.941986e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154957 members 
Mstep: Class 2 contains 146578 members 
Entering Unmasked Estep 
Score: -29422772.000000 Penalty: 6257.854004
	Iteration 3Q: 3 clusters Score -2.942277e+07 nChanged 12047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158174 members 
Mstep: Class 2 contains 143361 members 
Entering Unmasked Estep 
Score: -29427628.000000 Penalty: 6257.854004
	Iteration 4Q: 3 clusters Score -2.942763e+07 nChanged 15320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162852 members 
Mstep: Class 2 contains 138683 members 
Entering Unmasked Estep 
Score: -29434712.000000 Penalty: 6257.854004
	Iteration 5F: 3 clusters Score -2.943471e+07 nChanged 18245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169083 members 
Mstep: Class 2 contains 132452 members 
Entering Unmasked Estep 
Score: -29443996.000000 Penalty: 6257.854004
	Iteration 6F: 3 clusters Score -2.9444e+07 nChanged 19591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176600 members 
Mstep: Class 2 contains 124935 members 
Entering Unmasked Estep 
Score: -29454160.000000 Penalty: 6257.854004
	Iteration 7F: 3 clusters Score -2.945416e+07 nChanged 18634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184714 members 
Mstep: Class 2 contains 116821 members 
Entering Unmasked Estep 
Score: -29462888.000000 Penalty: 6257.854004
	Iteration 8F: 3 clusters Score -2.946289e+07 nChanged 15942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192532 members 
Mstep: Class 2 contains 109003 members 
Entering Unmasked Estep 
Score: -29468410.000000 Penalty: 6257.854004
	Iteration 9F: 3 clusters Score -2.946841e+07 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200246 members 
Mstep: Class 2 contains 101289 members 
Entering Unmasked Estep 
Score: -29472048.000000 Penalty: 6257.854004
	Iteration 10Q: 3 clusters Score -2.947205e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207925 members 
Mstep: Class 2 contains 93610 members 
Entering Unmasked Estep 
Score: -29474400.000000 Penalty: 6257.854004
	Iteration 11Q: 3 clusters Score -2.94744e+07 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216094 members 
Mstep: Class 2 contains 85441 members 
Entering Unmasked Estep 
Score: -29476360.000000 Penalty: 6257.854004
	Iteration 12Q: 3 clusters Score -2.947636e+07 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224689 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -29478408.000000 Penalty: 6257.854004
	Iteration 13Q: 3 clusters Score -2.947841e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233957 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -29481070.000000 Penalty: 6257.854004
	Iteration 14Q: 3 clusters Score -2.948107e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243703 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -29484576.000000 Penalty: 6257.854004
	Iteration 15Q: 3 clusters Score -2.948458e+07 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253752 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -29488942.000000 Penalty: 6257.854004
	Iteration 16Q: 3 clusters Score -2.948894e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263808 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -29494332.000000 Penalty: 6257.854004
	Iteration 17Q: 3 clusters Score -2.949433e+07 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273444 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -29500366.000000 Penalty: 6257.854004
	Iteration 18Q: 3 clusters Score -2.950037e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282227 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -29506402.000000 Penalty: 6257.854004
	Iteration 19Q: 3 clusters Score -2.95064e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289392 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -29512002.000000 Penalty: 6257.854004
	Iteration 20F: 3 clusters Score -2.9512e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294568 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -29516174.000000 Penalty: 6257.854004
	Iteration 21Q: 3 clusters Score -2.951617e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297751 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -29518866.000000 Penalty: 6257.854004
	Iteration 22Q: 3 clusters Score -2.951887e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299407 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -29520406.000000 Penalty: 6257.854004
	Iteration 23Q: 3 clusters Score -2.952041e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300112 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -29521026.000000 Penalty: 6257.854004
	Iteration 24Q: 3 clusters Score -2.952103e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300413 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -29521304.000000 Penalty: 6257.854004
	Iteration 25Q: 3 clusters Score -2.95213e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300570 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -29521478.000000 Penalty: 6257.854004
	Iteration 26Q: 3 clusters Score -2.952148e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300654 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -29521594.000000 Penalty: 6257.854004
	Iteration 27Q: 3 clusters Score -2.952159e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300703 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -29521664.000000 Penalty: 6257.854004
	Iteration 28Q: 3 clusters Score -2.952166e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300743 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -29521724.000000 Penalty: 6257.854004
	Iteration 29Q: 3 clusters Score -2.952172e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300767 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -29521768.000000 Penalty: 6257.854004
	Iteration 30Q: 3 clusters Score -2.952177e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300780 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -29521838.000000 Penalty: 6257.854004
	Iteration 31Q: 3 clusters Score -2.952184e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300789 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -29521866.000000 Penalty: 6257.854004
	Iteration 32Q: 3 clusters Score -2.952187e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300795 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -29521882.000000 Penalty: 6257.854004
	Iteration 33Q: 3 clusters Score -2.952188e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300796 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -29521874.000000 Penalty: 6257.854004
	Iteration 34Q: 3 clusters Score -2.952187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300799 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -29521904.000000 Penalty: 6257.854004
	Iteration 35Q: 3 clusters Score -2.95219e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300793 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -29521894.000000 Penalty: 6257.854004
	Iteration 36Q: 3 clusters Score -2.952189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300791 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -29521888.000000 Penalty: 6257.854004
	Iteration 37Q: 3 clusters Score -2.952189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300797 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -29521894.000000 Penalty: 6257.854004
	Iteration 38Q: 3 clusters Score -2.952189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300794 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -29521906.000000 Penalty: 6257.854004
	Iteration 39Q: 3 clusters Score -2.952191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300789 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -29521936.000000 Penalty: 6257.854004
	Iteration 40F: 3 clusters Score -2.952194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300790 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -29521938.000000 Penalty: 6257.854004
	Iteration 41Q: 3 clusters Score -2.952194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300789 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -29521974.000000 Penalty: 6257.854004
	Iteration 42Q: 3 clusters Score -2.952197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300786 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -29521976.000000 Penalty: 6257.854004
	Iteration 43Q: 3 clusters Score -2.952198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300786 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -29521972.000000 Penalty: 6257.854004
	Iteration 44Q: 3 clusters Score -2.952197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300789 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -29521980.000000 Penalty: 6257.854004
	Iteration 45Q: 3 clusters Score -2.952198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300795 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -29521978.000000 Penalty: 6257.854004
	Iteration 46Q: 3 clusters Score -2.952198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300796 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -29521972.000000 Penalty: 6257.854004
	Iteration 47Q: 3 clusters Score -2.952197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300794 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -29521986.000000 Penalty: 6257.854004
	Iteration 48Q: 3 clusters Score -2.952199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300794 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -29521968.000000 Penalty: 6257.854004
	Iteration 49Q: 3 clusters Score -2.952197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300795 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -29521960.000000 Penalty: 6257.854004
	Iteration 50Q: 3 clusters Score -2.952196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300795 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -29521960.000000 Penalty: 6257.854004
	Iteration 51F: 3 clusters Score -2.952196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Entering Unmasked Estep 
Score: -1396361.250000 Penalty: 2378.271240
	Iteration 0F: 2 clusters Score -1396361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1385692.250000 Penalty: 4756.542480
	Iteration 0F: 3 clusters Score -1385692 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1389053.375000 Penalty: 4756.542480
	Iteration 1F: 3 clusters Score -1389053 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1389373.875000 Penalty: 4756.542480
	Iteration 2F: 3 clusters Score -1389374 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1389589.625000 Penalty: 4756.542480
	Iteration 3Q: 3 clusters Score -1389590 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1389722.875000 Penalty: 4756.542480
	Iteration 4Q: 3 clusters Score -1389723 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1389825.625000 Penalty: 4756.542480
	Iteration 5Q: 3 clusters Score -1389826 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1389907.875000 Penalty: 4756.542480
	Iteration 6Q: 3 clusters Score -1389908 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1389976.625000 Penalty: 4756.542480
	Iteration 7Q: 3 clusters Score -1389977 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1390041.625000 Penalty: 4756.542480
	Iteration 8Q: 3 clusters Score -1390042 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1390096.250000 Penalty: 4756.542480
	Iteration 9Q: 3 clusters Score -1390096 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1390144.750000 Penalty: 4756.542480
	Iteration 10Q: 3 clusters Score -1390145 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1390183.750000 Penalty: 4756.542480
	Iteration 11Q: 3 clusters Score -1390184 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1390237.500000 Penalty: 4756.542480
	Iteration 12Q: 3 clusters Score -1390238 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1390300.750000 Penalty: 4756.542480
	Iteration 13Q: 3 clusters Score -1390301 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1390388.875000 Penalty: 4756.542480
	Iteration 14Q: 3 clusters Score -1390389 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1390514.250000 Penalty: 4756.542480
	Iteration 15Q: 3 clusters Score -1390514 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1390687.750000 Penalty: 4756.542480
	Iteration 16Q: 3 clusters Score -1390688 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1390958.625000 Penalty: 4756.542480
	Iteration 17Q: 3 clusters Score -1390959 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1391332.625000 Penalty: 4756.542480
	Iteration 18Q: 3 clusters Score -1391333 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1391772.500000 Penalty: 4756.542480
	Iteration 19Q: 3 clusters Score -1391772 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1392160.000000 Penalty: 4756.542480
	Iteration 20F: 3 clusters Score -1392160 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1392542.125000 Penalty: 4756.542480
	Iteration 21Q: 3 clusters Score -1392542 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1392852.875000 Penalty: 4756.542480
	Iteration 22Q: 3 clusters Score -1392853 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1393100.125000 Penalty: 4756.542480
	Iteration 23Q: 3 clusters Score -1393100 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1393311.375000 Penalty: 4756.542480
	Iteration 24Q: 3 clusters Score -1393311 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1393515.125000 Penalty: 4756.542480
	Iteration 25Q: 3 clusters Score -1393515 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1393756.250000 Penalty: 4756.542480
	Iteration 26Q: 3 clusters Score -1393756 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1394032.625000 Penalty: 4756.542480
	Iteration 27Q: 3 clusters Score -1394033 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1394274.125000 Penalty: 4756.542480
	Iteration 28Q: 3 clusters Score -1394274 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1394451.375000 Penalty: 4756.542480
	Iteration 29Q: 3 clusters Score -1394451 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1394553.000000 Penalty: 4756.542480
	Iteration 30Q: 3 clusters Score -1394553 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1394614.875000 Penalty: 4756.542480
	Iteration 31Q: 3 clusters Score -1394615 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1394649.125000 Penalty: 4756.542480
	Iteration 32Q: 3 clusters Score -1394649 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1394670.375000 Penalty: 4756.542480
	Iteration 33Q: 3 clusters Score -1394670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1394687.125000 Penalty: 4756.542480
	Iteration 34Q: 3 clusters Score -1394687 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1394702.125000 Penalty: 4756.542480
	Iteration 35Q: 3 clusters Score -1394702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1394707.750000 Penalty: 4756.542480
	Iteration 36Q: 3 clusters Score -1394708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1394713.875000 Penalty: 4756.542480
	Iteration 37Q: 3 clusters Score -1394714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1394729.000000 Penalty: 4756.542480
	Iteration 38Q: 3 clusters Score -1394729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1394732.625000 Penalty: 4756.542480
	Iteration 39Q: 3 clusters Score -1394733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1394735.000000 Penalty: 4756.542480
	Iteration 40F: 3 clusters Score -1394735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1394731.375000 Penalty: 4756.542480
	Iteration 41Q: 3 clusters Score -1394731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1394737.375000 Penalty: 4756.542480
	Iteration 42Q: 3 clusters Score -1394737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1394738.375000 Penalty: 4756.542480
	Iteration 43Q: 3 clusters Score -1394738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1394737.625000 Penalty: 4756.542480
	Iteration 44Q: 3 clusters Score -1394738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1394738.625000 Penalty: 4756.542480
	Iteration 45Q: 3 clusters Score -1394739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1394741.125000 Penalty: 4756.542480
	Iteration 46Q: 3 clusters Score -1394741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1394741.000000 Penalty: 4756.542480
	Iteration 47Q: 3 clusters Score -1394741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1394742.500000 Penalty: 4756.542480
	Iteration 48Q: 3 clusters Score -1394742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1394743.500000 Penalty: 4756.542480
	Iteration 49Q: 3 clusters Score -1394744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1394743.500000 Penalty: 4756.542480
	Iteration 50F: 3 clusters Score -1394744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (223222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223222 members 
Entering Unmasked Estep 
Score: -21830028.000000 Penalty: 3054.348633
	Iteration 0F: 2 clusters Score -2.183003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111473 members 
Mstep: Class 2 contains 111749 members 
Entering Unmasked Estep 
Score: -21683270.000000 Penalty: 6108.697266
	Iteration 0F: 3 clusters Score -2.168327e+07 nChanged 107560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108649 members 
Mstep: Class 2 contains 114573 members 
Entering Unmasked Estep 
Score: -21746898.000000 Penalty: 6108.697266
	Iteration 1F: 3 clusters Score -2.17469e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106182 members 
Mstep: Class 2 contains 117040 members 
Entering Unmasked Estep 
Score: -21748398.000000 Penalty: 6108.697266
	Iteration 2Q: 3 clusters Score -2.17484e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102069 members 
Mstep: Class 2 contains 121153 members 
Entering Unmasked Estep 
Score: -21750788.000000 Penalty: 6108.697266
	Iteration 3Q: 3 clusters Score -2.175079e+07 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95628 members 
Mstep: Class 2 contains 127594 members 
Entering Unmasked Estep 
Score: -21754974.000000 Penalty: 6108.697266
	Iteration 4Q: 3 clusters Score -2.175497e+07 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 136914 members 
Entering Unmasked Estep 
Score: -21761474.000000 Penalty: 6108.697266
	Iteration 5F: 3 clusters Score -2.176147e+07 nChanged 15321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73705 members 
Mstep: Class 2 contains 149517 members 
Entering Unmasked Estep 
Score: -21771026.000000 Penalty: 6108.697266
	Iteration 6F: 3 clusters Score -2.177103e+07 nChanged 17063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 164558 members 
Entering Unmasked Estep 
Score: -21782924.000000 Penalty: 6108.697266
	Iteration 7F: 3 clusters Score -2.178292e+07 nChanged 16387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 179789 members 
Entering Unmasked Estep 
Score: -21795050.000000 Penalty: 6108.697266
	Iteration 8F: 3 clusters Score -2.179505e+07 nChanged 13738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 193059 members 
Entering Unmasked Estep 
Score: -21804648.000000 Penalty: 6108.697266
	Iteration 9F: 3 clusters Score -2.180465e+07 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 203619 members 
Entering Unmasked Estep 
Score: -21812742.000000 Penalty: 6108.697266
	Iteration 10Q: 3 clusters Score -2.181274e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 211652 members 
Entering Unmasked Estep 
Score: -21818652.000000 Penalty: 6108.697266
	Iteration 11Q: 3 clusters Score -2.181865e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 216970 members 
Entering Unmasked Estep 
Score: -21822790.000000 Penalty: 6108.697266
	Iteration 12Q: 3 clusters Score -2.182279e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 219976 members 
Entering Unmasked Estep 
Score: -21825106.000000 Penalty: 6108.697266
	Iteration 13Q: 3 clusters Score -2.182511e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 221502 members 
Entering Unmasked Estep 
Score: -21826284.000000 Penalty: 6108.697266
	Iteration 14Q: 3 clusters Score -2.182628e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 222161 members 
Entering Unmasked Estep 
Score: -21826828.000000 Penalty: 6108.697266
	Iteration 15Q: 3 clusters Score -2.182683e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 222444 members 
Entering Unmasked Estep 
Score: -21827088.000000 Penalty: 6108.697266
	Iteration 16Q: 3 clusters Score -2.182709e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 222572 members 
Entering Unmasked Estep 
Score: -21827236.000000 Penalty: 6108.697266
	Iteration 17Q: 3 clusters Score -2.182724e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 222634 members 
Entering Unmasked Estep 
Score: -21827330.000000 Penalty: 6108.697266
	Iteration 18Q: 3 clusters Score -2.182733e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 222665 members 
Entering Unmasked Estep 
Score: -21827364.000000 Penalty: 6108.697266
	Iteration 19Q: 3 clusters Score -2.182736e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 222685 members 
Entering Unmasked Estep 
Score: -21827406.000000 Penalty: 6108.697266
	Iteration 20F: 3 clusters Score -2.182741e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 222699 members 
Entering Unmasked Estep 
Score: -21827418.000000 Penalty: 6108.697266
	Iteration 21Q: 3 clusters Score -2.182742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 222705 members 
Entering Unmasked Estep 
Score: -21827434.000000 Penalty: 6108.697266
	Iteration 22Q: 3 clusters Score -2.182743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 222715 members 
Entering Unmasked Estep 
Score: -21827464.000000 Penalty: 6108.697266
	Iteration 23Q: 3 clusters Score -2.182746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 222719 members 
Entering Unmasked Estep 
Score: -21827458.000000 Penalty: 6108.697266
	Iteration 24Q: 3 clusters Score -2.182746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 222726 members 
Entering Unmasked Estep 
Score: -21827446.000000 Penalty: 6108.697266
	Iteration 25Q: 3 clusters Score -2.182745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 222731 members 
Entering Unmasked Estep 
Score: -21827458.000000 Penalty: 6108.697266
	Iteration 26Q: 3 clusters Score -2.182746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 222733 members 
Entering Unmasked Estep 
Score: -21827460.000000 Penalty: 6108.697266
	Iteration 27Q: 3 clusters Score -2.182746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 222733 members 
Entering Unmasked Estep 
Score: -21827460.000000 Penalty: 6108.697266
	Iteration 28Q: 3 clusters Score -2.182746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 222732 members 
Entering Unmasked Estep 
Score: -21827464.000000 Penalty: 6108.697266
	Iteration 29Q: 3 clusters Score -2.182746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 222732 members 
Entering Unmasked Estep 
Score: -21827464.000000 Penalty: 6108.697266
	Iteration 30F: 3 clusters Score -2.182746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (227800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227800 members 
Entering Unmasked Estep 
Score: -22429644.000000 Penalty: 3059.383545
	Iteration 0F: 2 clusters Score -2.242964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113746 members 
Mstep: Class 2 contains 114054 members 
Entering Unmasked Estep 
Score: -22277372.000000 Penalty: 6118.767090
	Iteration 0F: 3 clusters Score -2.227737e+07 nChanged 110021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109795 members 
Mstep: Class 2 contains 118005 members 
Entering Unmasked Estep 
Score: -22341910.000000 Penalty: 6118.767090
	Iteration 1F: 3 clusters Score -2.234191e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106779 members 
Mstep: Class 2 contains 121021 members 
Entering Unmasked Estep 
Score: -22343802.000000 Penalty: 6118.767090
	Iteration 2Q: 3 clusters Score -2.23438e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101705 members 
Mstep: Class 2 contains 126095 members 
Entering Unmasked Estep 
Score: -22346796.000000 Penalty: 6118.767090
	Iteration 3Q: 3 clusters Score -2.23468e+07 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93850 members 
Mstep: Class 2 contains 133950 members 
Entering Unmasked Estep 
Score: -22351612.000000 Penalty: 6118.767090
	Iteration 4Q: 3 clusters Score -2.235161e+07 nChanged 14097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82731 members 
Mstep: Class 2 contains 145069 members 
Entering Unmasked Estep 
Score: -22359222.000000 Penalty: 6118.767090
	Iteration 5F: 3 clusters Score -2.235922e+07 nChanged 16363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68664 members 
Mstep: Class 2 contains 159136 members 
Entering Unmasked Estep 
Score: -22369972.000000 Penalty: 6118.767090
	Iteration 6F: 3 clusters Score -2.236997e+07 nChanged 17161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 174807 members 
Entering Unmasked Estep 
Score: -22382612.000000 Penalty: 6118.767090
	Iteration 7F: 3 clusters Score -2.238261e+07 nChanged 15947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 190008 members 
Entering Unmasked Estep 
Score: -22394854.000000 Penalty: 6118.767090
	Iteration 8F: 3 clusters Score -2.239485e+07 nChanged 13313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 203103 members 
Entering Unmasked Estep 
Score: -22405836.000000 Penalty: 6118.767090
	Iteration 9F: 3 clusters Score -2.240584e+07 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 213289 members 
Entering Unmasked Estep 
Score: -22414998.000000 Penalty: 6118.767090
	Iteration 10Q: 3 clusters Score -2.2415e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 220203 members 
Entering Unmasked Estep 
Score: -22421214.000000 Penalty: 6118.767090
	Iteration 11Q: 3 clusters Score -2.242121e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 224060 members 
Entering Unmasked Estep 
Score: -22424586.000000 Penalty: 6118.767090
	Iteration 12Q: 3 clusters Score -2.242459e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 225782 members 
Entering Unmasked Estep 
Score: -22426108.000000 Penalty: 6118.767090
	Iteration 13Q: 3 clusters Score -2.242611e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 226460 members 
Entering Unmasked Estep 
Score: -22426630.000000 Penalty: 6118.767090
	Iteration 14Q: 3 clusters Score -2.242663e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 226707 members 
Entering Unmasked Estep 
Score: -22426912.000000 Penalty: 6118.767090
	Iteration 15Q: 3 clusters Score -2.242691e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 226809 members 
Entering Unmasked Estep 
Score: -22427036.000000 Penalty: 6118.767090
	Iteration 16Q: 3 clusters Score -2.242704e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 226865 members 
Entering Unmasked Estep 
Score: -22427144.000000 Penalty: 6118.767090
	Iteration 17Q: 3 clusters Score -2.242714e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 226888 members 
Entering Unmasked Estep 
Score: -22427188.000000 Penalty: 6118.767090
	Iteration 18Q: 3 clusters Score -2.242719e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 226901 members 
Entering Unmasked Estep 
Score: -22427200.000000 Penalty: 6118.767090
	Iteration 19Q: 3 clusters Score -2.24272e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 226908 members 
Entering Unmasked Estep 
Score: -22427240.000000 Penalty: 6118.767090
	Iteration 20F: 3 clusters Score -2.242724e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 226909 members 
Entering Unmasked Estep 
Score: -22427262.000000 Penalty: 6118.767090
	Iteration 21Q: 3 clusters Score -2.242726e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 226923 members 
Entering Unmasked Estep 
Score: -22427294.000000 Penalty: 6118.767090
	Iteration 22Q: 3 clusters Score -2.242729e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 226924 members 
Entering Unmasked Estep 
Score: -22427354.000000 Penalty: 6118.767090
	Iteration 23Q: 3 clusters Score -2.242735e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 226927 members 
Entering Unmasked Estep 
Score: -22427356.000000 Penalty: 6118.767090
	Iteration 24Q: 3 clusters Score -2.242736e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 226926 members 
Entering Unmasked Estep 
Score: -22427394.000000 Penalty: 6118.767090
	Iteration 25Q: 3 clusters Score -2.242739e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 226920 members 
Entering Unmasked Estep 
Score: -22427428.000000 Penalty: 6118.767090
	Iteration 26Q: 3 clusters Score -2.242743e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 226915 members 
Entering Unmasked Estep 
Score: -22427442.000000 Penalty: 6118.767090
	Iteration 27Q: 3 clusters Score -2.242744e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 226913 members 
Entering Unmasked Estep 
Score: -22427464.000000 Penalty: 6118.767090
	Iteration 28Q: 3 clusters Score -2.242746e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 226916 members 
Entering Unmasked Estep 
Score: -22427472.000000 Penalty: 6118.767090
	Iteration 29Q: 3 clusters Score -2.242747e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 226919 members 
Entering Unmasked Estep 
Score: -22427478.000000 Penalty: 6118.767090
	Iteration 30Q: 3 clusters Score -2.242748e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 226923 members 
Entering Unmasked Estep 
Score: -22427466.000000 Penalty: 6118.767090
	Iteration 31Q: 3 clusters Score -2.242747e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 226926 members 
Entering Unmasked Estep 
Score: -22427494.000000 Penalty: 6118.767090
	Iteration 32Q: 3 clusters Score -2.242749e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 226927 members 
Entering Unmasked Estep 
Score: -22427496.000000 Penalty: 6118.767090
	Iteration 33Q: 3 clusters Score -2.24275e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 226930 members 
Entering Unmasked Estep 
Score: -22427554.000000 Penalty: 6118.767090
	Iteration 34Q: 3 clusters Score -2.242755e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 226930 members 
Entering Unmasked Estep 
Score: -22427562.000000 Penalty: 6118.767090
	Iteration 35Q: 3 clusters Score -2.242756e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 226916 members 
Entering Unmasked Estep 
Score: -22427588.000000 Penalty: 6118.767090
	Iteration 36Q: 3 clusters Score -2.242759e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 226903 members 
Entering Unmasked Estep 
Score: -22427602.000000 Penalty: 6118.767090
	Iteration 37Q: 3 clusters Score -2.24276e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 226897 members 
Entering Unmasked Estep 
Score: -22427604.000000 Penalty: 6118.767090
	Iteration 38Q: 3 clusters Score -2.24276e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 226885 members 
Entering Unmasked Estep 
Score: -22427636.000000 Penalty: 6118.767090
	Iteration 39Q: 3 clusters Score -2.242764e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 226882 members 
Entering Unmasked Estep 
Score: -22427634.000000 Penalty: 6118.767090
	Iteration 40F: 3 clusters Score -2.242763e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 226877 members 
Entering Unmasked Estep 
Score: -22427646.000000 Penalty: 6118.767090
	Iteration 41Q: 3 clusters Score -2.242765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 226876 members 
Entering Unmasked Estep 
Score: -22427648.000000 Penalty: 6118.767090
	Iteration 42Q: 3 clusters Score -2.242765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 226879 members 
Entering Unmasked Estep 
Score: -22427672.000000 Penalty: 6118.767090
	Iteration 43Q: 3 clusters Score -2.242767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 226875 members 
Entering Unmasked Estep 
Score: -22427684.000000 Penalty: 6118.767090
	Iteration 44Q: 3 clusters Score -2.242768e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 226876 members 
Entering Unmasked Estep 
Score: -22427680.000000 Penalty: 6118.767090
	Iteration 45Q: 3 clusters Score -2.242768e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 226867 members 
Entering Unmasked Estep 
Score: -22427688.000000 Penalty: 6118.767090
	Iteration 46Q: 3 clusters Score -2.242769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 226865 members 
Entering Unmasked Estep 
Score: -22427710.000000 Penalty: 6118.767090
	Iteration 47Q: 3 clusters Score -2.242771e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 226855 members 
Entering Unmasked Estep 
Score: -22427734.000000 Penalty: 6118.767090
	Iteration 48Q: 3 clusters Score -2.242773e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 226852 members 
Entering Unmasked Estep 
Score: -22427746.000000 Penalty: 6118.767090
	Iteration 49Q: 3 clusters Score -2.242775e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 226857 members 
Entering Unmasked Estep 
Score: -22427742.000000 Penalty: 6118.767090
	Iteration 50Q: 3 clusters Score -2.242774e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 226858 members 
Entering Unmasked Estep 
Score: -22427746.000000 Penalty: 6118.767090
	Iteration 51Q: 3 clusters Score -2.242775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 226859 members 
Entering Unmasked Estep 
Score: -22427748.000000 Penalty: 6118.767090
	Iteration 52Q: 3 clusters Score -2.242775e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 226855 members 
Entering Unmasked Estep 
Score: -22427746.000000 Penalty: 6118.767090
	Iteration 53Q: 3 clusters Score -2.242775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 226849 members 
Entering Unmasked Estep 
Score: -22427760.000000 Penalty: 6118.767090
	Iteration 54Q: 3 clusters Score -2.242776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 226836 members 
Entering Unmasked Estep 
Score: -22427786.000000 Penalty: 6118.767090
	Iteration 55Q: 3 clusters Score -2.242779e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 226827 members 
Entering Unmasked Estep 
Score: -22427774.000000 Penalty: 6118.767090
	Iteration 56Q: 3 clusters Score -2.242777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 226822 members 
Entering Unmasked Estep 
Score: -22427780.000000 Penalty: 6118.767090
	Iteration 57Q: 3 clusters Score -2.242778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 226820 members 
Entering Unmasked Estep 
Score: -22427784.000000 Penalty: 6118.767090
	Iteration 58Q: 3 clusters Score -2.242778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 226816 members 
Entering Unmasked Estep 
Score: -22427784.000000 Penalty: 6118.767090
	Iteration 59Q: 3 clusters Score -2.242778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 226813 members 
Entering Unmasked Estep 
Score: -22427784.000000 Penalty: 6118.767090
	Iteration 60F: 3 clusters Score -2.242778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 226811 members 
Entering Unmasked Estep 
Score: -22427800.000000 Penalty: 6118.767090
	Iteration 61Q: 3 clusters Score -2.24278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 226809 members 
Entering Unmasked Estep 
Score: -22427810.000000 Penalty: 6118.767090
	Iteration 62Q: 3 clusters Score -2.242781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 226806 members 
Entering Unmasked Estep 
Score: -22427812.000000 Penalty: 6118.767090
	Iteration 63Q: 3 clusters Score -2.242781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 226805 members 
Entering Unmasked Estep 
Score: -22427812.000000 Penalty: 6118.767090
	Iteration 64Q: 3 clusters Score -2.242781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 226799 members 
Entering Unmasked Estep 
Score: -22427816.000000 Penalty: 6118.767090
	Iteration 65Q: 3 clusters Score -2.242782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 226798 members 
Entering Unmasked Estep 
Score: -22427814.000000 Penalty: 6118.767090
	Iteration 66Q: 3 clusters Score -2.242781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 226798 members 
Entering Unmasked Estep 
Score: -22427814.000000 Penalty: 6118.767090
	Iteration 67Q: 3 clusters Score -2.242781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 226795 members 
Entering Unmasked Estep 
Score: -22427804.000000 Penalty: 6118.767090
	Iteration 68Q: 3 clusters Score -2.24278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 226792 members 
Entering Unmasked Estep 
Score: -22427798.000000 Penalty: 6118.767090
	Iteration 69Q: 3 clusters Score -2.24278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 226794 members 
Entering Unmasked Estep 
Score: -22427802.000000 Penalty: 6118.767090
	Iteration 70Q: 3 clusters Score -2.24278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 226792 members 
Entering Unmasked Estep 
Score: -22427794.000000 Penalty: 6118.767090
	Iteration 71Q: 3 clusters Score -2.242779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 226792 members 
Entering Unmasked Estep 
Score: -22427794.000000 Penalty: 6118.767090
	Iteration 72F: 3 clusters Score -2.242779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Entering Unmasked Estep 
Score: -2022939.625000 Penalty: 2476.913086
	Iteration 0F: 2 clusters Score -2022940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2007710.000000 Penalty: 4953.826172
	Iteration 0F: 3 clusters Score -2007710 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2013368.000000 Penalty: 4953.826172
	Iteration 1F: 3 clusters Score -2013368 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2014442.375000 Penalty: 4953.826172
	Iteration 2F: 3 clusters Score -2014442 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2015902.250000 Penalty: 4953.826172
	Iteration 3F: 3 clusters Score -2015902 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2017675.375000 Penalty: 4953.826172
	Iteration 4F: 3 clusters Score -2017675 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2019513.000000 Penalty: 4953.826172
	Iteration 5F: 3 clusters Score -2019513 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2021077.250000 Penalty: 4953.826172
	Iteration 6F: 3 clusters Score -2021077 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2022092.375000 Penalty: 4953.826172
	Iteration 7F: 3 clusters Score -2022092 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2022525.000000 Penalty: 4953.826172
	Iteration 8Q: 3 clusters Score -2022525 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2022742.625000 Penalty: 4953.826172
	Iteration 9Q: 3 clusters Score -2022743 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2022827.875000 Penalty: 4953.826172
	Iteration 10Q: 3 clusters Score -2022828 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2022881.875000 Penalty: 4953.826172
	Iteration 11Q: 3 clusters Score -2022882 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2022901.125000 Penalty: 4953.826172
	Iteration 12Q: 3 clusters Score -2022901 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2022910.750000 Penalty: 4953.826172
	Iteration 13Q: 3 clusters Score -2022911 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2022916.375000 Penalty: 4953.826172
	Iteration 14Q: 3 clusters Score -2022916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2022921.750000 Penalty: 4953.826172
	Iteration 15Q: 3 clusters Score -2022922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2022920.000000 Penalty: 4953.826172
	Iteration 16Q: 3 clusters Score -2022920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2022921.875000 Penalty: 4953.826172
	Iteration 17Q: 3 clusters Score -2022922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2022922.625000 Penalty: 4953.826172
	Iteration 18Q: 3 clusters Score -2022923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2022925.000000 Penalty: 4953.826172
	Iteration 19Q: 3 clusters Score -2022925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2022921.375000 Penalty: 4953.826172
	Iteration 20F: 3 clusters Score -2022921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2022924.375000 Penalty: 4953.826172
	Iteration 21Q: 3 clusters Score -2022924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2022926.125000 Penalty: 4953.826172
	Iteration 22Q: 3 clusters Score -2022926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2022925.375000 Penalty: 4953.826172
	Iteration 23Q: 3 clusters Score -2022925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2022923.750000 Penalty: 4953.826172
	Iteration 24Q: 3 clusters Score -2022924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2022924.375000 Penalty: 4953.826172
	Iteration 25Q: 3 clusters Score -2022924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2022930.125000 Penalty: 4953.826172
	Iteration 26Q: 3 clusters Score -2022930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2022924.250000 Penalty: 4953.826172
	Iteration 27Q: 3 clusters Score -2022924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2022920.625000 Penalty: 4953.826172
	Iteration 28Q: 3 clusters Score -2022921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2022919.625000 Penalty: 4953.826172
	Iteration 29Q: 3 clusters Score -2022920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2022921.375000 Penalty: 4953.826172
	Iteration 30Q: 3 clusters Score -2022921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2022924.750000 Penalty: 4953.826172
	Iteration 31Q: 3 clusters Score -2022925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2022926.125000 Penalty: 4953.826172
	Iteration 32Q: 3 clusters Score -2022926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2022925.000000 Penalty: 4953.826172
	Iteration 33Q: 3 clusters Score -2022925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2022925.000000 Penalty: 4953.826172
	Iteration 34F: 3 clusters Score -2022925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Entering Unmasked Estep 
Score: -1983571.125000 Penalty: 2477.687256
	Iteration 0F: 2 clusters Score -1983571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1968254.250000 Penalty: 4955.374512
	Iteration 0F: 3 clusters Score -1968254 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1973823.625000 Penalty: 4955.374512
	Iteration 1F: 3 clusters Score -1973824 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1974610.875000 Penalty: 4955.374512
	Iteration 2F: 3 clusters Score -1974611 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1975655.250000 Penalty: 4955.374512
	Iteration 3F: 3 clusters Score -1975655 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1976935.500000 Penalty: 4955.374512
	Iteration 4F: 3 clusters Score -1976936 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1978168.125000 Penalty: 4955.374512
	Iteration 5F: 3 clusters Score -1978168 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1979065.875000 Penalty: 4955.374512
	Iteration 6F: 3 clusters Score -1979066 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1979666.000000 Penalty: 4955.374512
	Iteration 7F: 3 clusters Score -1979666 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1979986.875000 Penalty: 4955.374512
	Iteration 8Q: 3 clusters Score -1979987 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1980171.750000 Penalty: 4955.374512
	Iteration 9Q: 3 clusters Score -1980172 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1980295.500000 Penalty: 4955.374512
	Iteration 10Q: 3 clusters Score -1980296 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1980356.500000 Penalty: 4955.374512
	Iteration 11Q: 3 clusters Score -1980356 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1980397.625000 Penalty: 4955.374512
	Iteration 12Q: 3 clusters Score -1980398 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1980441.375000 Penalty: 4955.374512
	Iteration 13Q: 3 clusters Score -1980441 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1980468.750000 Penalty: 4955.374512
	Iteration 14Q: 3 clusters Score -1980469 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1980512.375000 Penalty: 4955.374512
	Iteration 15Q: 3 clusters Score -1980512 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1980537.000000 Penalty: 4955.374512
	Iteration 16Q: 3 clusters Score -1980537 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1980577.250000 Penalty: 4955.374512
	Iteration 17Q: 3 clusters Score -1980577 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1980619.500000 Penalty: 4955.374512
	Iteration 18Q: 3 clusters Score -1980620 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1980639.625000 Penalty: 4955.374512
	Iteration 19Q: 3 clusters Score -1980640 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1980673.000000 Penalty: 4955.374512
	Iteration 20F: 3 clusters Score -1980673 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1980715.750000 Penalty: 4955.374512
	Iteration 21Q: 3 clusters Score -1980716 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1980734.750000 Penalty: 4955.374512
	Iteration 22Q: 3 clusters Score -1980735 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1980761.625000 Penalty: 4955.374512
	Iteration 23Q: 3 clusters Score -1980762 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1980770.375000 Penalty: 4955.374512
	Iteration 24Q: 3 clusters Score -1980770 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1980782.750000 Penalty: 4955.374512
	Iteration 25Q: 3 clusters Score -1980783 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1980804.375000 Penalty: 4955.374512
	Iteration 26Q: 3 clusters Score -1980804 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1980818.250000 Penalty: 4955.374512
	Iteration 27Q: 3 clusters Score -1980818 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1980827.125000 Penalty: 4955.374512
	Iteration 28Q: 3 clusters Score -1980827 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1980841.625000 Penalty: 4955.374512
	Iteration 29Q: 3 clusters Score -1980842 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1980849.500000 Penalty: 4955.374512
	Iteration 30Q: 3 clusters Score -1980850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1980849.625000 Penalty: 4955.374512
	Iteration 31Q: 3 clusters Score -1980850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1980852.250000 Penalty: 4955.374512
	Iteration 32Q: 3 clusters Score -1980852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1980854.125000 Penalty: 4955.374512
	Iteration 33Q: 3 clusters Score -1980854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1980856.750000 Penalty: 4955.374512
	Iteration 34Q: 3 clusters Score -1980857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1980856.250000 Penalty: 4955.374512
	Iteration 35Q: 3 clusters Score -1980856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1980854.375000 Penalty: 4955.374512
	Iteration 36Q: 3 clusters Score -1980854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1980856.500000 Penalty: 4955.374512
	Iteration 37Q: 3 clusters Score -1980856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1980861.000000 Penalty: 4955.374512
	Iteration 38Q: 3 clusters Score -1980861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1980861.125000 Penalty: 4955.374512
	Iteration 39Q: 3 clusters Score -1980861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1980859.125000 Penalty: 4955.374512
	Iteration 40F: 3 clusters Score -1980859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1980861.750000 Penalty: 4955.374512
	Iteration 41Q: 3 clusters Score -1980862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1980862.625000 Penalty: 4955.374512
	Iteration 42Q: 3 clusters Score -1980863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1980870.500000 Penalty: 4955.374512
	Iteration 43Q: 3 clusters Score -1980870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1980869.500000 Penalty: 4955.374512
	Iteration 44Q: 3 clusters Score -1980870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1980865.875000 Penalty: 4955.374512
	Iteration 45Q: 3 clusters Score -1980866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1980871.125000 Penalty: 4955.374512
	Iteration 46Q: 3 clusters Score -1980871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1980866.125000 Penalty: 4955.374512
	Iteration 47Q: 3 clusters Score -1980866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1980865.375000 Penalty: 4955.374512
	Iteration 48Q: 3 clusters Score -1980865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1980867.625000 Penalty: 4955.374512
	Iteration 49Q: 3 clusters Score -1980868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1980864.500000 Penalty: 4955.374512
	Iteration 50Q: 3 clusters Score -1980864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1980866.250000 Penalty: 4955.374512
	Iteration 51Q: 3 clusters Score -1980866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1980870.000000 Penalty: 4955.374512
	Iteration 52Q: 3 clusters Score -1980870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1980871.375000 Penalty: 4955.374512
	Iteration 53Q: 3 clusters Score -1980871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1980870.000000 Penalty: 4955.374512
	Iteration 54Q: 3 clusters Score -1980870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1980870.000000 Penalty: 4955.374512
	Iteration 55Q: 3 clusters Score -1980870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1980868.625000 Penalty: 4955.374512
	Iteration 56Q: 3 clusters Score -1980869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1980867.750000 Penalty: 4955.374512
	Iteration 57Q: 3 clusters Score -1980868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1980869.500000 Penalty: 4955.374512
	Iteration 58Q: 3 clusters Score -1980870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1980869.500000 Penalty: 4955.374512
	Iteration 59F: 3 clusters Score -1980870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Entering Unmasked Estep 
Score: -861949.562500 Penalty: 2244.180664
	Iteration 0F: 2 clusters Score -861949.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -855196.750000 Penalty: 4488.361328
	Iteration 0F: 3 clusters Score -855196.8 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -857063.750000 Penalty: 4488.361328
	Iteration 1F: 3 clusters Score -857063.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -857368.937500 Penalty: 4488.361328
	Iteration 2F: 3 clusters Score -857368.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -857546.125000 Penalty: 4488.361328
	Iteration 3Q: 3 clusters Score -857546.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -857668.062500 Penalty: 4488.361328
	Iteration 4Q: 3 clusters Score -857668.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -857778.750000 Penalty: 4488.361328
	Iteration 5Q: 3 clusters Score -857778.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -857881.000000 Penalty: 4488.361328
	Iteration 6Q: 3 clusters Score -857881 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -857999.062500 Penalty: 4488.361328
	Iteration 7Q: 3 clusters Score -857999.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -858144.125000 Penalty: 4488.361328
	Iteration 8Q: 3 clusters Score -858144.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -858305.875000 Penalty: 4488.361328
	Iteration 9Q: 3 clusters Score -858305.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -858488.812500 Penalty: 4488.361328
	Iteration 10Q: 3 clusters Score -858488.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -858702.500000 Penalty: 4488.361328
	Iteration 11Q: 3 clusters Score -858702.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -858931.687500 Penalty: 4488.361328
	Iteration 12Q: 3 clusters Score -858931.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -859139.562500 Penalty: 4488.361328
	Iteration 13Q: 3 clusters Score -859139.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -859323.875000 Penalty: 4488.361328
	Iteration 14Q: 3 clusters Score -859323.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -859463.937500 Penalty: 4488.361328
	Iteration 15Q: 3 clusters Score -859463.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -859579.625000 Penalty: 4488.361328
	Iteration 16Q: 3 clusters Score -859579.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -859656.937500 Penalty: 4488.361328
	Iteration 17Q: 3 clusters Score -859656.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -859718.750000 Penalty: 4488.361328
	Iteration 18Q: 3 clusters Score -859718.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -859774.937500 Penalty: 4488.361328
	Iteration 19Q: 3 clusters Score -859774.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -859811.250000 Penalty: 4488.361328
	Iteration 20F: 3 clusters Score -859811.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -859844.125000 Penalty: 4488.361328
	Iteration 21Q: 3 clusters Score -859844.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -859865.812500 Penalty: 4488.361328
	Iteration 22Q: 3 clusters Score -859865.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -859886.500000 Penalty: 4488.361328
	Iteration 23Q: 3 clusters Score -859886.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -859903.125000 Penalty: 4488.361328
	Iteration 24Q: 3 clusters Score -859903.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -859915.062500 Penalty: 4488.361328
	Iteration 25Q: 3 clusters Score -859915.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -859921.937500 Penalty: 4488.361328
	Iteration 26Q: 3 clusters Score -859921.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -859927.187500 Penalty: 4488.361328
	Iteration 27Q: 3 clusters Score -859927.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -859933.937500 Penalty: 4488.361328
	Iteration 28Q: 3 clusters Score -859933.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -859940.375000 Penalty: 4488.361328
	Iteration 29Q: 3 clusters Score -859940.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -859948.687500 Penalty: 4488.361328
	Iteration 30Q: 3 clusters Score -859948.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -859955.562500 Penalty: 4488.361328
	Iteration 31Q: 3 clusters Score -859955.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -859959.875000 Penalty: 4488.361328
	Iteration 32Q: 3 clusters Score -859959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -859967.312500 Penalty: 4488.361328
	Iteration 33Q: 3 clusters Score -859967.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -859975.437500 Penalty: 4488.361328
	Iteration 34Q: 3 clusters Score -859975.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -859984.000000 Penalty: 4488.361328
	Iteration 35Q: 3 clusters Score -859984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -859988.437500 Penalty: 4488.361328
	Iteration 36Q: 3 clusters Score -859988.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -859989.875000 Penalty: 4488.361328
	Iteration 37Q: 3 clusters Score -859989.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -859990.687500 Penalty: 4488.361328
	Iteration 38Q: 3 clusters Score -859990.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -859992.875000 Penalty: 4488.361328
	Iteration 39Q: 3 clusters Score -859992.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -859993.625000 Penalty: 4488.361328
	Iteration 40F: 3 clusters Score -859993.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Entering Unmasked Estep 
Score: -1871179.500000 Penalty: 2468.766357
	Iteration 0F: 2 clusters Score -1871180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1856460.625000 Penalty: 4937.532715
	Iteration 0F: 3 clusters Score -1856461 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1861743.875000 Penalty: 4937.532715
	Iteration 1F: 3 clusters Score -1861744 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1862385.125000 Penalty: 4937.532715
	Iteration 2F: 3 clusters Score -1862385 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1863097.750000 Penalty: 4937.532715
	Iteration 3F: 3 clusters Score -1863098 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1864087.000000 Penalty: 4937.532715
	Iteration 4F: 3 clusters Score -1864087 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1865248.375000 Penalty: 4937.532715
	Iteration 5F: 3 clusters Score -1865248 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1866529.625000 Penalty: 4937.532715
	Iteration 6F: 3 clusters Score -1866530 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1867954.000000 Penalty: 4937.532715
	Iteration 7F: 3 clusters Score -1867954 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1869379.250000 Penalty: 4937.532715
	Iteration 8F: 3 clusters Score -1869379 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1870639.125000 Penalty: 4937.532715
	Iteration 9F: 3 clusters Score -1870639 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1871457.500000 Penalty: 4937.532715
	Iteration 10Q: 3 clusters Score -1871458 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1871865.750000 Penalty: 4937.532715
	Iteration 11Q: 3 clusters Score -1871866 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1872071.500000 Penalty: 4937.532715
	Iteration 12Q: 3 clusters Score -1872072 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1872191.750000 Penalty: 4937.532715
	Iteration 13Q: 3 clusters Score -1872192 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1872282.875000 Penalty: 4937.532715
	Iteration 14Q: 3 clusters Score -1872283 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1872350.000000 Penalty: 4937.532715
	Iteration 15Q: 3 clusters Score -1872350 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1872396.625000 Penalty: 4937.532715
	Iteration 16Q: 3 clusters Score -1872397 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1872452.625000 Penalty: 4937.532715
	Iteration 17Q: 3 clusters Score -1872453 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1872503.500000 Penalty: 4937.532715
	Iteration 18Q: 3 clusters Score -1872504 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1872575.500000 Penalty: 4937.532715
	Iteration 19Q: 3 clusters Score -1872576 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1872659.375000 Penalty: 4937.532715
	Iteration 20F: 3 clusters Score -1872659 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1872721.375000 Penalty: 4937.532715
	Iteration 21Q: 3 clusters Score -1872721 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1872799.375000 Penalty: 4937.532715
	Iteration 22Q: 3 clusters Score -1872799 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1872866.500000 Penalty: 4937.532715
	Iteration 23Q: 3 clusters Score -1872866 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1872919.375000 Penalty: 4937.532715
	Iteration 24Q: 3 clusters Score -1872919 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1872997.875000 Penalty: 4937.532715
	Iteration 25Q: 3 clusters Score -1872998 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1873098.875000 Penalty: 4937.532715
	Iteration 26Q: 3 clusters Score -1873099 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1873217.000000 Penalty: 4937.532715
	Iteration 27Q: 3 clusters Score -1873217 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1873379.000000 Penalty: 4937.532715
	Iteration 28Q: 3 clusters Score -1873379 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1873560.875000 Penalty: 4937.532715
	Iteration 29Q: 3 clusters Score -1873561 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1873716.250000 Penalty: 4937.532715
	Iteration 30Q: 3 clusters Score -1873716 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1873846.625000 Penalty: 4937.532715
	Iteration 31Q: 3 clusters Score -1873847 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1873954.250000 Penalty: 4937.532715
	Iteration 32Q: 3 clusters Score -1873954 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1874025.125000 Penalty: 4937.532715
	Iteration 33Q: 3 clusters Score -1874025 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1874084.875000 Penalty: 4937.532715
	Iteration 34Q: 3 clusters Score -1874085 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1874145.625000 Penalty: 4937.532715
	Iteration 35Q: 3 clusters Score -1874146 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1874197.500000 Penalty: 4937.532715
	Iteration 36Q: 3 clusters Score -1874198 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1874246.250000 Penalty: 4937.532715
	Iteration 37Q: 3 clusters Score -1874246 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1874276.875000 Penalty: 4937.532715
	Iteration 38Q: 3 clusters Score -1874277 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1874298.250000 Penalty: 4937.532715
	Iteration 39Q: 3 clusters Score -1874298 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1874314.000000 Penalty: 4937.532715
	Iteration 40F: 3 clusters Score -1874314 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1874337.250000 Penalty: 4937.532715
	Iteration 41Q: 3 clusters Score -1874337 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1874339.625000 Penalty: 4937.532715
	Iteration 42Q: 3 clusters Score -1874340 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1874351.500000 Penalty: 4937.532715
	Iteration 43Q: 3 clusters Score -1874352 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1874359.750000 Penalty: 4937.532715
	Iteration 44Q: 3 clusters Score -1874360 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1874377.250000 Penalty: 4937.532715
	Iteration 45Q: 3 clusters Score -1874377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1874385.000000 Penalty: 4937.532715
	Iteration 46Q: 3 clusters Score -1874385 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1874389.500000 Penalty: 4937.532715
	Iteration 47Q: 3 clusters Score -1874390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1874403.750000 Penalty: 4937.532715
	Iteration 48Q: 3 clusters Score -1874404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1874409.250000 Penalty: 4937.532715
	Iteration 49Q: 3 clusters Score -1874409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1874414.250000 Penalty: 4937.532715
	Iteration 50Q: 3 clusters Score -1874414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1874414.500000 Penalty: 4937.532715
	Iteration 51Q: 3 clusters Score -1874414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1874415.500000 Penalty: 4937.532715
	Iteration 52Q: 3 clusters Score -1874416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1874416.125000 Penalty: 4937.532715
	Iteration 53Q: 3 clusters Score -1874416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1874423.125000 Penalty: 4937.532715
	Iteration 54Q: 3 clusters Score -1874423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1874426.250000 Penalty: 4937.532715
	Iteration 55Q: 3 clusters Score -1874426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1874420.250000 Penalty: 4937.532715
	Iteration 56Q: 3 clusters Score -1874420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1874424.125000 Penalty: 4937.532715
	Iteration 57Q: 3 clusters Score -1874424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1874418.125000 Penalty: 4937.532715
	Iteration 58Q: 3 clusters Score -1874418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1874421.875000 Penalty: 4937.532715
	Iteration 59Q: 3 clusters Score -1874422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1874421.500000 Penalty: 4937.532715
	Iteration 60F: 3 clusters Score -1874422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1874424.875000 Penalty: 4937.532715
	Iteration 61Q: 3 clusters Score -1874425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1874428.375000 Penalty: 4937.532715
	Iteration 62Q: 3 clusters Score -1874428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1874425.750000 Penalty: 4937.532715
	Iteration 63Q: 3 clusters Score -1874426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1874422.500000 Penalty: 4937.532715
	Iteration 64Q: 3 clusters Score -1874422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1874427.750000 Penalty: 4937.532715
	Iteration 65Q: 3 clusters Score -1874428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1874430.625000 Penalty: 4937.532715
	Iteration 66Q: 3 clusters Score -1874431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1874432.750000 Penalty: 4937.532715
	Iteration 67Q: 3 clusters Score -1874433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1874430.250000 Penalty: 4937.532715
	Iteration 68Q: 3 clusters Score -1874430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1874433.875000 Penalty: 4937.532715
	Iteration 69Q: 3 clusters Score -1874434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1874436.500000 Penalty: 4937.532715
	Iteration 70Q: 3 clusters Score -1874436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1874433.875000 Penalty: 4937.532715
	Iteration 71Q: 3 clusters Score -1874434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1874435.750000 Penalty: 4937.532715
	Iteration 72Q: 3 clusters Score -1874436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1874428.125000 Penalty: 4937.532715
	Iteration 73Q: 3 clusters Score -1874428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1874431.875000 Penalty: 4937.532715
	Iteration 74Q: 3 clusters Score -1874432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1874432.375000 Penalty: 4937.532715
	Iteration 75Q: 3 clusters Score -1874432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1874435.000000 Penalty: 4937.532715
	Iteration 76Q: 3 clusters Score -1874435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1874432.750000 Penalty: 4937.532715
	Iteration 77Q: 3 clusters Score -1874433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1874432.750000 Penalty: 4937.532715
	Iteration 78Q: 3 clusters Score -1874433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1874435.000000 Penalty: 4937.532715
	Iteration 79Q: 3 clusters Score -1874435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1874434.750000 Penalty: 4937.532715
	Iteration 80F: 3 clusters Score -1874435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1874432.750000 Penalty: 4937.532715
	Iteration 81Q: 3 clusters Score -1874433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1874434.250000 Penalty: 4937.532715
	Iteration 82Q: 3 clusters Score -1874434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1874435.750000 Penalty: 4937.532715
	Iteration 83Q: 3 clusters Score -1874436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1874435.000000 Penalty: 4937.532715
	Iteration 84Q: 3 clusters Score -1874435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1874435.750000 Penalty: 4937.532715
	Iteration 85Q: 3 clusters Score -1874436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1874434.750000 Penalty: 4937.532715
	Iteration 86Q: 3 clusters Score -1874435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1874437.125000 Penalty: 4937.532715
	Iteration 87Q: 3 clusters Score -1874437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1874437.375000 Penalty: 4937.532715
	Iteration 88Q: 3 clusters Score -1874437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1874437.375000 Penalty: 4937.532715
	Iteration 89F: 3 clusters Score -1874437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 137390 members 
Mstep: Class 3 contains 26157 members 
Mstep: Class 4 contains 65775 members 
Mstep: Class 5 contains 23863 members 
Mstep: Class 6 contains 15301 members 
Mstep: Class 7 contains 226607 members 
Mstep: Class 8 contains 98995 members 
Mstep: Class 9 contains 301535 members 
Mstep: Class 10 contains 14615 members 
Mstep: Class 11 contains 223222 members 
Mstep: Class 12 contains 227800 members 
Mstep: Class 13 contains 21754 members 
Mstep: Class 14 contains 21822 members 
Mstep: Class 15 contains 8511 members 
Mstep: Class 16 contains 13770 members 
Mstep: Class 17 contains 18639 members 
Mstep: Class 18 contains 9456 members 
Mstep: Class 19 contains 8865 members 
Mstep: Class 20 contains 102321 members 
Mstep: Class 21 contains 10279 members 
Mstep: Class 22 contains 7997 members 
Mstep: Class 23 contains 1866 members 
Mstep: Class 24 contains 6475 members 
Mstep: Class 25 contains 14887 members 
Mstep: Class 26 contains 41595 members 
Mstep: Class 27 contains 1086 members 
Mstep: Class 28 contains 10296 members 
Mstep: Class 29 contains 7281 members 
Entering Unmasked Estep 
Score: -157661936.000000 Penalty: 103058.085938
Splitting cluster 16 changes total score from -157646672.000000 to -157661936.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (18639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Entering Unmasked Estep 
Score: -1803385.500000 Penalty: 2438.586914
	Iteration 0F: 2 clusters Score -1803386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1790176.375000 Penalty: 4877.173828
	Iteration 0F: 3 clusters Score -1790176 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1794745.125000 Penalty: 4877.173828
	Iteration 1F: 3 clusters Score -1794745 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1795264.500000 Penalty: 4877.173828
	Iteration 2F: 3 clusters Score -1795264 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1795762.125000 Penalty: 4877.173828
	Iteration 3F: 3 clusters Score -1795762 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1796273.250000 Penalty: 4877.173828
	Iteration 4F: 3 clusters Score -1796273 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1796851.625000 Penalty: 4877.173828
	Iteration 5F: 3 clusters Score -1796852 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1797593.125000 Penalty: 4877.173828
	Iteration 6F: 3 clusters Score -1797593 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1798433.375000 Penalty: 4877.173828
	Iteration 7F: 3 clusters Score -1798433 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1799333.375000 Penalty: 4877.173828
	Iteration 8F: 3 clusters Score -1799333 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1800169.750000 Penalty: 4877.173828
	Iteration 9F: 3 clusters Score -1800170 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -1800821.250000 Penalty: 4877.173828
	Iteration 10Q: 3 clusters Score -1800821 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1801273.750000 Penalty: 4877.173828
	Iteration 11Q: 3 clusters Score -1801274 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -1801589.250000 Penalty: 4877.173828
	Iteration 12Q: 3 clusters Score -1801589 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1801763.875000 Penalty: 4877.173828
	Iteration 13Q: 3 clusters Score -1801764 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -1801860.875000 Penalty: 4877.173828
	Iteration 14Q: 3 clusters Score -1801861 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1801931.375000 Penalty: 4877.173828
	Iteration 15Q: 3 clusters Score -1801931 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1801955.375000 Penalty: 4877.173828
	Iteration 16Q: 3 clusters Score -1801955 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -1801972.750000 Penalty: 4877.173828
	Iteration 17Q: 3 clusters Score -1801973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -1801987.750000 Penalty: 4877.173828
	Iteration 18Q: 3 clusters Score -1801988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -1802004.125000 Penalty: 4877.173828
	Iteration 19Q: 3 clusters Score -1802004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1802012.375000 Penalty: 4877.173828
	Iteration 20F: 3 clusters Score -1802012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -1802015.375000 Penalty: 4877.173828
	Iteration 21Q: 3 clusters Score -1802015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -1802017.875000 Penalty: 4877.173828
	Iteration 22Q: 3 clusters Score -1802018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1802019.125000 Penalty: 4877.173828
	Iteration 23Q: 3 clusters Score -1802019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -1802018.750000 Penalty: 4877.173828
	Iteration 24Q: 3 clusters Score -1802019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1802018.500000 Penalty: 4877.173828
	Iteration 25Q: 3 clusters Score -1802018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1802018.500000 Penalty: 4877.173828
	Iteration 26F: 3 clusters Score -1802018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Entering Unmasked Estep 
Score: -895854.875000 Penalty: 2270.292236
	Iteration 0F: 2 clusters Score -895854.9 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 4735 members 
Entering Unmasked Estep 
Score: -888553.875000 Penalty: 4540.584473
	Iteration 0F: 3 clusters Score -888553.9 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -890691.937500 Penalty: 4540.584473
	Iteration 1F: 3 clusters Score -890691.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -890980.937500 Penalty: 4540.584473
	Iteration 2F: 3 clusters Score -890980.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -891205.625000 Penalty: 4540.584473
	Iteration 3Q: 3 clusters Score -891205.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -891387.812500 Penalty: 4540.584473
	Iteration 4Q: 3 clusters Score -891387.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -891564.937500 Penalty: 4540.584473
	Iteration 5Q: 3 clusters Score -891564.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -891740.875000 Penalty: 4540.584473
	Iteration 6Q: 3 clusters Score -891740.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -891914.937500 Penalty: 4540.584473
	Iteration 7Q: 3 clusters Score -891914.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -892117.125000 Penalty: 4540.584473
	Iteration 8Q: 3 clusters Score -892117.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -892362.562500 Penalty: 4540.584473
	Iteration 9Q: 3 clusters Score -892362.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -892687.000000 Penalty: 4540.584473
	Iteration 10Q: 3 clusters Score -892687 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -893113.062500 Penalty: 4540.584473
	Iteration 11F: 3 clusters Score -893113.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -893666.375000 Penalty: 4540.584473
	Iteration 12F: 3 clusters Score -893666.4 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -894192.625000 Penalty: 4540.584473
	Iteration 13F: 3 clusters Score -894192.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -894562.750000 Penalty: 4540.584473
	Iteration 14F: 3 clusters Score -894562.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -894786.437500 Penalty: 4540.584473
	Iteration 15Q: 3 clusters Score -894786.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -894923.187500 Penalty: 4540.584473
	Iteration 16Q: 3 clusters Score -894923.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -895015.812500 Penalty: 4540.584473
	Iteration 17Q: 3 clusters Score -895015.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -895082.062500 Penalty: 4540.584473
	Iteration 18Q: 3 clusters Score -895082.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -895129.687500 Penalty: 4540.584473
	Iteration 19Q: 3 clusters Score -895129.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -895167.937500 Penalty: 4540.584473
	Iteration 20F: 3 clusters Score -895167.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -895216.562500 Penalty: 4540.584473
	Iteration 21Q: 3 clusters Score -895216.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -895255.312500 Penalty: 4540.584473
	Iteration 22Q: 3 clusters Score -895255.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -895286.875000 Penalty: 4540.584473
	Iteration 23Q: 3 clusters Score -895286.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -895311.875000 Penalty: 4540.584473
	Iteration 24Q: 3 clusters Score -895311.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -895339.812500 Penalty: 4540.584473
	Iteration 25Q: 3 clusters Score -895339.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -895359.125000 Penalty: 4540.584473
	Iteration 26Q: 3 clusters Score -895359.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -895381.000000 Penalty: 4540.584473
	Iteration 27Q: 3 clusters Score -895381 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -895402.250000 Penalty: 4540.584473
	Iteration 28Q: 3 clusters Score -895402.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -895416.062500 Penalty: 4540.584473
	Iteration 29Q: 3 clusters Score -895416.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -895430.500000 Penalty: 4540.584473
	Iteration 30Q: 3 clusters Score -895430.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -895445.812500 Penalty: 4540.584473
	Iteration 31Q: 3 clusters Score -895445.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -895457.187500 Penalty: 4540.584473
	Iteration 32Q: 3 clusters Score -895457.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -895464.750000 Penalty: 4540.584473
	Iteration 33Q: 3 clusters Score -895464.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -895466.750000 Penalty: 4540.584473
	Iteration 34Q: 3 clusters Score -895466.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -895470.625000 Penalty: 4540.584473
	Iteration 35Q: 3 clusters Score -895470.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -895476.187500 Penalty: 4540.584473
	Iteration 36Q: 3 clusters Score -895476.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -895477.750000 Penalty: 4540.584473
	Iteration 37Q: 3 clusters Score -895477.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -895482.375000 Penalty: 4540.584473
	Iteration 38Q: 3 clusters Score -895482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -895485.750000 Penalty: 4540.584473
	Iteration 39Q: 3 clusters Score -895485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -895482.312500 Penalty: 4540.584473
	Iteration 40F: 3 clusters Score -895482.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -895484.250000 Penalty: 4540.584473
	Iteration 41Q: 3 clusters Score -895484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -895486.250000 Penalty: 4540.584473
	Iteration 42Q: 3 clusters Score -895486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -895485.687500 Penalty: 4540.584473
	Iteration 43Q: 3 clusters Score -895485.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -895486.375000 Penalty: 4540.584473
	Iteration 44Q: 3 clusters Score -895486.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -895486.125000 Penalty: 4540.584473
	Iteration 45Q: 3 clusters Score -895486.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -895485.937500 Penalty: 4540.584473
	Iteration 46Q: 3 clusters Score -895485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -895488.000000 Penalty: 4540.584473
	Iteration 47Q: 3 clusters Score -895488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -895488.187500 Penalty: 4540.584473
	Iteration 48Q: 3 clusters Score -895488.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -895489.312500 Penalty: 4540.584473
	Iteration 49Q: 3 clusters Score -895489.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -895490.687500 Penalty: 4540.584473
	Iteration 50Q: 3 clusters Score -895490.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -895492.125000 Penalty: 4540.584473
	Iteration 51Q: 3 clusters Score -895492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -895492.500000 Penalty: 4540.584473
	Iteration 52Q: 3 clusters Score -895492.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -895492.687500 Penalty: 4540.584473
	Iteration 53Q: 3 clusters Score -895492.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -895495.437500 Penalty: 4540.584473
	Iteration 54Q: 3 clusters Score -895495.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -895498.687500 Penalty: 4540.584473
	Iteration 55Q: 3 clusters Score -895498.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -895498.937500 Penalty: 4540.584473
	Iteration 56Q: 3 clusters Score -895498.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -895500.187500 Penalty: 4540.584473
	Iteration 57Q: 3 clusters Score -895500.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -895503.375000 Penalty: 4540.584473
	Iteration 58Q: 3 clusters Score -895503.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -895508.500000 Penalty: 4540.584473
	Iteration 59Q: 3 clusters Score -895508.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -895511.062500 Penalty: 4540.584473
	Iteration 60F: 3 clusters Score -895511.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -895511.125000 Penalty: 4540.584473
	Iteration 61Q: 3 clusters Score -895511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -895514.625000 Penalty: 4540.584473
	Iteration 62Q: 3 clusters Score -895514.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -895517.625000 Penalty: 4540.584473
	Iteration 63Q: 3 clusters Score -895517.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -895521.437500 Penalty: 4540.584473
	Iteration 64Q: 3 clusters Score -895521.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -895521.625000 Penalty: 4540.584473
	Iteration 65Q: 3 clusters Score -895521.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -895526.500000 Penalty: 4540.584473
	Iteration 66Q: 3 clusters Score -895526.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -895527.000000 Penalty: 4540.584473
	Iteration 67Q: 3 clusters Score -895527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -895530.062500 Penalty: 4540.584473
	Iteration 68Q: 3 clusters Score -895530.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -895533.187500 Penalty: 4540.584473
	Iteration 69Q: 3 clusters Score -895533.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -895538.500000 Penalty: 4540.584473
	Iteration 70Q: 3 clusters Score -895538.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -895540.250000 Penalty: 4540.584473
	Iteration 71Q: 3 clusters Score -895540.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -895544.375000 Penalty: 4540.584473
	Iteration 72Q: 3 clusters Score -895544.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -895546.937500 Penalty: 4540.584473
	Iteration 73Q: 3 clusters Score -895546.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -895549.562500 Penalty: 4540.584473
	Iteration 74Q: 3 clusters Score -895549.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -895555.125000 Penalty: 4540.584473
	Iteration 75Q: 3 clusters Score -895555.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -895557.562500 Penalty: 4540.584473
	Iteration 76Q: 3 clusters Score -895557.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -895556.625000 Penalty: 4540.584473
	Iteration 77Q: 3 clusters Score -895556.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -895559.125000 Penalty: 4540.584473
	Iteration 78Q: 3 clusters Score -895559.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -895559.562500 Penalty: 4540.584473
	Iteration 79Q: 3 clusters Score -895559.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -895562.562500 Penalty: 4540.584473
	Iteration 80F: 3 clusters Score -895562.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -895565.812500 Penalty: 4540.584473
	Iteration 81Q: 3 clusters Score -895565.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -895569.375000 Penalty: 4540.584473
	Iteration 82Q: 3 clusters Score -895569.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -895575.437500 Penalty: 4540.584473
	Iteration 83Q: 3 clusters Score -895575.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -895583.312500 Penalty: 4540.584473
	Iteration 84Q: 3 clusters Score -895583.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -895589.062500 Penalty: 4540.584473
	Iteration 85Q: 3 clusters Score -895589.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -895593.750000 Penalty: 4540.584473
	Iteration 86Q: 3 clusters Score -895593.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -895596.812500 Penalty: 4540.584473
	Iteration 87Q: 3 clusters Score -895596.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -895601.875000 Penalty: 4540.584473
	Iteration 88Q: 3 clusters Score -895601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -895600.312500 Penalty: 4540.584473
	Iteration 89Q: 3 clusters Score -895600.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -895602.187500 Penalty: 4540.584473
	Iteration 90Q: 3 clusters Score -895602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -895603.000000 Penalty: 4540.584473
	Iteration 91Q: 3 clusters Score -895603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -895603.000000 Penalty: 4540.584473
	Iteration 92F: 3 clusters Score -895603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Entering Unmasked Estep 
Score: -853294.500000 Penalty: 2254.286865
	Iteration 0F: 2 clusters Score -853294.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -846298.937500 Penalty: 4508.573730
	Iteration 0F: 3 clusters Score -846298.9 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -848387.375000 Penalty: 4508.573730
	Iteration 1F: 3 clusters Score -848387.4 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -849138.562500 Penalty: 4508.573730
	Iteration 2F: 3 clusters Score -849138.6 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -850242.750000 Penalty: 4508.573730
	Iteration 3F: 3 clusters Score -850242.8 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -851552.375000 Penalty: 4508.573730
	Iteration 4F: 3 clusters Score -851552.4 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -852653.437500 Penalty: 4508.573730
	Iteration 5F: 3 clusters Score -852653.4 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -853456.437500 Penalty: 4508.573730
	Iteration 6F: 3 clusters Score -853456.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -853889.875000 Penalty: 4508.573730
	Iteration 7Q: 3 clusters Score -853889.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -854169.125000 Penalty: 4508.573730
	Iteration 8Q: 3 clusters Score -854169.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -854279.125000 Penalty: 4508.573730
	Iteration 9Q: 3 clusters Score -854279.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -854320.562500 Penalty: 4508.573730
	Iteration 10Q: 3 clusters Score -854320.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -854340.187500 Penalty: 4508.573730
	Iteration 11Q: 3 clusters Score -854340.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -854345.187500 Penalty: 4508.573730
	Iteration 12Q: 3 clusters Score -854345.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -854349.812500 Penalty: 4508.573730
	Iteration 13Q: 3 clusters Score -854349.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -854350.375000 Penalty: 4508.573730
	Iteration 14Q: 3 clusters Score -854350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -854351.562500 Penalty: 4508.573730
	Iteration 15Q: 3 clusters Score -854351.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -854352.062500 Penalty: 4508.573730
	Iteration 16Q: 3 clusters Score -854352.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -854352.562500 Penalty: 4508.573730
	Iteration 17Q: 3 clusters Score -854352.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -854353.875000 Penalty: 4508.573730
	Iteration 18Q: 3 clusters Score -854353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -854353.875000 Penalty: 4508.573730
	Iteration 19F: 3 clusters Score -854353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 137390 members 
Mstep: Class 3 contains 26157 members 
Mstep: Class 4 contains 65775 members 
Mstep: Class 5 contains 23863 members 
Mstep: Class 6 contains 15301 members 
Mstep: Class 7 contains 226607 members 
Mstep: Class 8 contains 98995 members 
Mstep: Class 9 contains 301535 members 
Mstep: Class 10 contains 14615 members 
Mstep: Class 11 contains 223222 members 
Mstep: Class 12 contains 227800 members 
Mstep: Class 13 contains 21754 members 
Mstep: Class 14 contains 21822 members 
Mstep: Class 15 contains 8511 members 
Mstep: Class 16 contains 13770 members 
Mstep: Class 17 contains 18639 members 
Mstep: Class 18 contains 9456 members 
Mstep: Class 19 contains 2520 members 
Mstep: Class 20 contains 102321 members 
Mstep: Class 21 contains 10279 members 
Mstep: Class 22 contains 7997 members 
Mstep: Class 23 contains 1866 members 
Mstep: Class 24 contains 6475 members 
Mstep: Class 25 contains 14887 members 
Mstep: Class 26 contains 41595 members 
Mstep: Class 27 contains 1086 members 
Mstep: Class 28 contains 10296 members 
Mstep: Class 29 contains 7281 members 
Mstep: Class 30 contains 6345 members 
Entering Unmasked Estep 
Score: -157661008.000000 Penalty: 106611.812500
Splitting cluster 19 changes total score from -157646672.000000 to -157661008.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (102321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102321 members 
Entering Unmasked Estep 
Score: -10089265.000000 Penalty: 2860.895996
	Iteration 0F: 2 clusters Score -1.008926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -10020583.000000 Penalty: 5721.791992
	Iteration 0F: 3 clusters Score -1.002058e+07 nChanged 48405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -10048580.000000 Penalty: 5721.791992
	Iteration 1F: 3 clusters Score -1.004858e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -10049750.000000 Penalty: 5721.791992
	Iteration 2Q: 3 clusters Score -1.004975e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -10051301.000000 Penalty: 5721.791992
	Iteration 3Q: 3 clusters Score -1.00513e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -10053596.000000 Penalty: 5721.791992
	Iteration 4Q: 3 clusters Score -1.00536e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -10056450.000000 Penalty: 5721.791992
	Iteration 5F: 3 clusters Score -1.005645e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -10059393.000000 Penalty: 5721.791992
	Iteration 6F: 3 clusters Score -1.005939e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -10061911.000000 Penalty: 5721.791992
	Iteration 7F: 3 clusters Score -1.006191e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -10063884.000000 Penalty: 5721.791992
	Iteration 8F: 3 clusters Score -1.006388e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -10065070.000000 Penalty: 5721.791992
	Iteration 9Q: 3 clusters Score -1.006507e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -10065843.000000 Penalty: 5721.791992
	Iteration 10Q: 3 clusters Score -1.006584e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -10066399.000000 Penalty: 5721.791992
	Iteration 11Q: 3 clusters Score -1.00664e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -10066743.000000 Penalty: 5721.791992
	Iteration 12Q: 3 clusters Score -1.006674e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -10067135.000000 Penalty: 5721.791992
	Iteration 13Q: 3 clusters Score -1.006714e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67230 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -10067566.000000 Penalty: 5721.791992
	Iteration 14Q: 3 clusters Score -1.006757e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -10068068.000000 Penalty: 5721.791992
	Iteration 15Q: 3 clusters Score -1.006807e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71668 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -10068685.000000 Penalty: 5721.791992
	Iteration 16Q: 3 clusters Score -1.006868e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -10069637.000000 Penalty: 5721.791992
	Iteration 17Q: 3 clusters Score -1.006964e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77568 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -10070861.000000 Penalty: 5721.791992
	Iteration 18Q: 3 clusters Score -1.007086e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81059 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -10072433.000000 Penalty: 5721.791992
	Iteration 19Q: 3 clusters Score -1.007243e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84793 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -10074338.000000 Penalty: 5721.791992
	Iteration 20F: 3 clusters Score -1.007434e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88549 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -10076654.000000 Penalty: 5721.791992
	Iteration 21Q: 3 clusters Score -1.007665e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92167 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -10079125.000000 Penalty: 5721.791992
	Iteration 22Q: 3 clusters Score -1.007912e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -10081526.000000 Penalty: 5721.791992
	Iteration 23Q: 3 clusters Score -1.008153e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97819 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -10083445.000000 Penalty: 5721.791992
	Iteration 24Q: 3 clusters Score -1.008344e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99533 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -10084815.000000 Penalty: 5721.791992
	Iteration 25Q: 3 clusters Score -1.008482e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100563 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -10085569.000000 Penalty: 5721.791992
	Iteration 26Q: 3 clusters Score -1.008557e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101136 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -10086056.000000 Penalty: 5721.791992
	Iteration 27Q: 3 clusters Score -1.008606e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101452 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10086261.000000 Penalty: 5721.791992
	Iteration 28Q: 3 clusters Score -1.008626e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101624 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10086412.000000 Penalty: 5721.791992
	Iteration 29Q: 3 clusters Score -1.008641e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101717 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10086493.000000 Penalty: 5721.791992
	Iteration 30Q: 3 clusters Score -1.008649e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101774 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10086562.000000 Penalty: 5721.791992
	Iteration 31Q: 3 clusters Score -1.008656e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101822 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10086598.000000 Penalty: 5721.791992
	Iteration 32Q: 3 clusters Score -1.00866e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101849 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10086629.000000 Penalty: 5721.791992
	Iteration 33Q: 3 clusters Score -1.008663e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101864 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -10086647.000000 Penalty: 5721.791992
	Iteration 34Q: 3 clusters Score -1.008665e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101872 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -10086671.000000 Penalty: 5721.791992
	Iteration 35Q: 3 clusters Score -1.008667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101882 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -10086684.000000 Penalty: 5721.791992
	Iteration 36Q: 3 clusters Score -1.008668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101888 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -10086690.000000 Penalty: 5721.791992
	Iteration 37Q: 3 clusters Score -1.008669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -10086699.000000 Penalty: 5721.791992
	Iteration 38Q: 3 clusters Score -1.00867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101896 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10086705.000000 Penalty: 5721.791992
	Iteration 39Q: 3 clusters Score -1.00867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101907 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10086720.000000 Penalty: 5721.791992
	Iteration 40F: 3 clusters Score -1.008672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101916 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10086732.000000 Penalty: 5721.791992
	Iteration 41Q: 3 clusters Score -1.008673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101921 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10086743.000000 Penalty: 5721.791992
	Iteration 42Q: 3 clusters Score -1.008674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101925 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10086749.000000 Penalty: 5721.791992
	Iteration 43Q: 3 clusters Score -1.008675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101932 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10086759.000000 Penalty: 5721.791992
	Iteration 44Q: 3 clusters Score -1.008676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101939 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10086783.000000 Penalty: 5721.791992
	Iteration 45Q: 3 clusters Score -1.008678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101943 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10086786.000000 Penalty: 5721.791992
	Iteration 46Q: 3 clusters Score -1.008679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101949 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -10086790.000000 Penalty: 5721.791992
	Iteration 47Q: 3 clusters Score -1.008679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101957 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10086794.000000 Penalty: 5721.791992
	Iteration 48Q: 3 clusters Score -1.008679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101957 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10086803.000000 Penalty: 5721.791992
	Iteration 49Q: 3 clusters Score -1.00868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101957 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10086807.000000 Penalty: 5721.791992
	Iteration 50Q: 3 clusters Score -1.008681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101956 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -10086801.000000 Penalty: 5721.791992
	Iteration 51Q: 3 clusters Score -1.00868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101956 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -10086801.000000 Penalty: 5721.791992
	Iteration 52F: 3 clusters Score -1.00868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Entering Unmasked Estep 
Score: -973080.437500 Penalty: 2290.988770
	Iteration 0F: 2 clusters Score -973080.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -965167.625000 Penalty: 4581.977539
	Iteration 0F: 3 clusters Score -965167.6 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -967533.500000 Penalty: 4581.977539
	Iteration 1F: 3 clusters Score -967533.5 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -967804.687500 Penalty: 4581.977539
	Iteration 2F: 3 clusters Score -967804.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -968002.062500 Penalty: 4581.977539
	Iteration 3Q: 3 clusters Score -968002.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -968195.750000 Penalty: 4581.977539
	Iteration 4Q: 3 clusters Score -968195.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -968410.312500 Penalty: 4581.977539
	Iteration 5Q: 3 clusters Score -968410.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -968635.437500 Penalty: 4581.977539
	Iteration 6Q: 3 clusters Score -968635.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -968893.625000 Penalty: 4581.977539
	Iteration 7Q: 3 clusters Score -968893.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -969161.500000 Penalty: 4581.977539
	Iteration 8Q: 3 clusters Score -969161.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -969411.062500 Penalty: 4581.977539
	Iteration 9Q: 3 clusters Score -969411.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -969635.937500 Penalty: 4581.977539
	Iteration 10Q: 3 clusters Score -969635.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -969846.062500 Penalty: 4581.977539
	Iteration 11Q: 3 clusters Score -969846.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -970026.562500 Penalty: 4581.977539
	Iteration 12Q: 3 clusters Score -970026.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -970165.000000 Penalty: 4581.977539
	Iteration 13Q: 3 clusters Score -970165 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -970267.687500 Penalty: 4581.977539
	Iteration 14Q: 3 clusters Score -970267.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -970350.375000 Penalty: 4581.977539
	Iteration 15Q: 3 clusters Score -970350.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -970417.937500 Penalty: 4581.977539
	Iteration 16Q: 3 clusters Score -970417.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -970474.125000 Penalty: 4581.977539
	Iteration 17Q: 3 clusters Score -970474.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -970515.687500 Penalty: 4581.977539
	Iteration 18Q: 3 clusters Score -970515.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -970547.187500 Penalty: 4581.977539
	Iteration 19Q: 3 clusters Score -970547.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -970591.250000 Penalty: 4581.977539
	Iteration 20F: 3 clusters Score -970591.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -970628.062500 Penalty: 4581.977539
	Iteration 21Q: 3 clusters Score -970628.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -970660.312500 Penalty: 4581.977539
	Iteration 22Q: 3 clusters Score -970660.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -970684.437500 Penalty: 4581.977539
	Iteration 23Q: 3 clusters Score -970684.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -970704.687500 Penalty: 4581.977539
	Iteration 24Q: 3 clusters Score -970704.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -970730.125000 Penalty: 4581.977539
	Iteration 25Q: 3 clusters Score -970730.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -970758.437500 Penalty: 4581.977539
	Iteration 26Q: 3 clusters Score -970758.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -970787.437500 Penalty: 4581.977539
	Iteration 27Q: 3 clusters Score -970787.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -970812.875000 Penalty: 4581.977539
	Iteration 28Q: 3 clusters Score -970812.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -970845.000000 Penalty: 4581.977539
	Iteration 29Q: 3 clusters Score -970845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -970873.750000 Penalty: 4581.977539
	Iteration 30Q: 3 clusters Score -970873.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -970897.937500 Penalty: 4581.977539
	Iteration 31Q: 3 clusters Score -970897.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -970927.062500 Penalty: 4581.977539
	Iteration 32Q: 3 clusters Score -970927.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -970953.062500 Penalty: 4581.977539
	Iteration 33Q: 3 clusters Score -970953.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -970986.875000 Penalty: 4581.977539
	Iteration 34Q: 3 clusters Score -970986.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -971009.250000 Penalty: 4581.977539
	Iteration 35Q: 3 clusters Score -971009.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -971031.875000 Penalty: 4581.977539
	Iteration 36Q: 3 clusters Score -971031.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -971056.687500 Penalty: 4581.977539
	Iteration 37Q: 3 clusters Score -971056.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -971083.812500 Penalty: 4581.977539
	Iteration 38Q: 3 clusters Score -971083.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -971115.375000 Penalty: 4581.977539
	Iteration 39Q: 3 clusters Score -971115.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -971142.625000 Penalty: 4581.977539
	Iteration 40F: 3 clusters Score -971142.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -971168.500000 Penalty: 4581.977539
	Iteration 41Q: 3 clusters Score -971168.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -971193.687500 Penalty: 4581.977539
	Iteration 42Q: 3 clusters Score -971193.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -971214.500000 Penalty: 4581.977539
	Iteration 43Q: 3 clusters Score -971214.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -971228.312500 Penalty: 4581.977539
	Iteration 44Q: 3 clusters Score -971228.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -971242.125000 Penalty: 4581.977539
	Iteration 45Q: 3 clusters Score -971242.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -971251.625000 Penalty: 4581.977539
	Iteration 46Q: 3 clusters Score -971251.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -971256.125000 Penalty: 4581.977539
	Iteration 47Q: 3 clusters Score -971256.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -971262.062500 Penalty: 4581.977539
	Iteration 48Q: 3 clusters Score -971262.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -971268.250000 Penalty: 4581.977539
	Iteration 49Q: 3 clusters Score -971268.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -971273.562500 Penalty: 4581.977539
	Iteration 50Q: 3 clusters Score -971273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -971275.625000 Penalty: 4581.977539
	Iteration 51Q: 3 clusters Score -971275.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -971277.625000 Penalty: 4581.977539
	Iteration 52Q: 3 clusters Score -971277.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -971277.937500 Penalty: 4581.977539
	Iteration 53Q: 3 clusters Score -971277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -971277.875000 Penalty: 4581.977539
	Iteration 54Q: 3 clusters Score -971277.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -971276.562500 Penalty: 4581.977539
	Iteration 55Q: 3 clusters Score -971276.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -971276.562500 Penalty: 4581.977539
	Iteration 56F: 3 clusters Score -971276.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Entering Unmasked Estep 
Score: -796235.562500 Penalty: 2228.731934
	Iteration 0F: 2 clusters Score -796235.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -789753.500000 Penalty: 4457.463867
	Iteration 0F: 3 clusters Score -789753.5 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -791610.750000 Penalty: 4457.463867
	Iteration 1F: 3 clusters Score -791610.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -791952.125000 Penalty: 4457.463867
	Iteration 2F: 3 clusters Score -791952.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -792240.875000 Penalty: 4457.463867
	Iteration 3F: 3 clusters Score -792240.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -792493.375000 Penalty: 4457.463867
	Iteration 4F: 3 clusters Score -792493.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -792738.187500 Penalty: 4457.463867
	Iteration 5Q: 3 clusters Score -792738.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -793008.125000 Penalty: 4457.463867
	Iteration 6Q: 3 clusters Score -793008.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -793261.875000 Penalty: 4457.463867
	Iteration 7Q: 3 clusters Score -793261.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -793543.375000 Penalty: 4457.463867
	Iteration 8Q: 3 clusters Score -793543.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -793820.562500 Penalty: 4457.463867
	Iteration 9Q: 3 clusters Score -793820.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -794014.125000 Penalty: 4457.463867
	Iteration 10Q: 3 clusters Score -794014.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -794119.562500 Penalty: 4457.463867
	Iteration 11Q: 3 clusters Score -794119.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -794193.750000 Penalty: 4457.463867
	Iteration 12Q: 3 clusters Score -794193.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -794240.437500 Penalty: 4457.463867
	Iteration 13Q: 3 clusters Score -794240.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -794267.875000 Penalty: 4457.463867
	Iteration 14Q: 3 clusters Score -794267.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -794281.187500 Penalty: 4457.463867
	Iteration 15Q: 3 clusters Score -794281.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -794294.562500 Penalty: 4457.463867
	Iteration 16Q: 3 clusters Score -794294.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -794306.750000 Penalty: 4457.463867
	Iteration 17Q: 3 clusters Score -794306.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -794320.062500 Penalty: 4457.463867
	Iteration 18Q: 3 clusters Score -794320.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -794330.937500 Penalty: 4457.463867
	Iteration 19Q: 3 clusters Score -794330.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -794342.937500 Penalty: 4457.463867
	Iteration 20F: 3 clusters Score -794342.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -794346.937500 Penalty: 4457.463867
	Iteration 21Q: 3 clusters Score -794346.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -794349.812500 Penalty: 4457.463867
	Iteration 22Q: 3 clusters Score -794349.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -794353.250000 Penalty: 4457.463867
	Iteration 23Q: 3 clusters Score -794353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -794354.750000 Penalty: 4457.463867
	Iteration 24Q: 3 clusters Score -794354.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -794358.812500 Penalty: 4457.463867
	Iteration 25Q: 3 clusters Score -794358.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -794362.687500 Penalty: 4457.463867
	Iteration 26Q: 3 clusters Score -794362.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -794361.937500 Penalty: 4457.463867
	Iteration 27Q: 3 clusters Score -794361.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -794362.875000 Penalty: 4457.463867
	Iteration 28Q: 3 clusters Score -794362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -794364.125000 Penalty: 4457.463867
	Iteration 29Q: 3 clusters Score -794364.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -794364.187500 Penalty: 4457.463867
	Iteration 30Q: 3 clusters Score -794364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -794366.500000 Penalty: 4457.463867
	Iteration 31Q: 3 clusters Score -794366.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -794365.500000 Penalty: 4457.463867
	Iteration 32Q: 3 clusters Score -794365.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -794366.812500 Penalty: 4457.463867
	Iteration 33Q: 3 clusters Score -794366.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -794368.062500 Penalty: 4457.463867
	Iteration 34Q: 3 clusters Score -794368.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -794374.250000 Penalty: 4457.463867
	Iteration 35Q: 3 clusters Score -794374.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -794377.562500 Penalty: 4457.463867
	Iteration 36Q: 3 clusters Score -794377.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -794382.750000 Penalty: 4457.463867
	Iteration 37Q: 3 clusters Score -794382.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -794383.500000 Penalty: 4457.463867
	Iteration 38Q: 3 clusters Score -794383.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -794383.312500 Penalty: 4457.463867
	Iteration 39Q: 3 clusters Score -794383.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -794387.812500 Penalty: 4457.463867
	Iteration 40F: 3 clusters Score -794387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -794388.875000 Penalty: 4457.463867
	Iteration 41Q: 3 clusters Score -794388.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -794389.312500 Penalty: 4457.463867
	Iteration 42Q: 3 clusters Score -794389.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -794389.312500 Penalty: 4457.463867
	Iteration 43F: 3 clusters Score -794389.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -162387.296875 Penalty: 1867.824951
	Iteration 0F: 2 clusters Score -162387.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -159895.375000 Penalty: 3735.649902
	Iteration 0F: 3 clusters Score -159895.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -160421.343750 Penalty: 3735.649902
	Iteration 1F: 3 clusters Score -160421.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -160584.546875 Penalty: 3735.649902
	Iteration 2F: 3 clusters Score -160584.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -160675.812500 Penalty: 3735.649902
	Iteration 3Q: 3 clusters Score -160675.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -160756.484375 Penalty: 3735.649902
	Iteration 4Q: 3 clusters Score -160756.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -160824.546875 Penalty: 3735.649902
	Iteration 5Q: 3 clusters Score -160824.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -160890.812500 Penalty: 3735.649902
	Iteration 6Q: 3 clusters Score -160890.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -160965.875000 Penalty: 3735.649902
	Iteration 7Q: 3 clusters Score -160965.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -161030.265625 Penalty: 3735.649902
	Iteration 8Q: 3 clusters Score -161030.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -161075.093750 Penalty: 3735.649902
	Iteration 9Q: 3 clusters Score -161075.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -161122.671875 Penalty: 3735.649902
	Iteration 10Q: 3 clusters Score -161122.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -161173.843750 Penalty: 3735.649902
	Iteration 11Q: 3 clusters Score -161173.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -161227.828125 Penalty: 3735.649902
	Iteration 12Q: 3 clusters Score -161227.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -161272.906250 Penalty: 3735.649902
	Iteration 13Q: 3 clusters Score -161272.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -161305.265625 Penalty: 3735.649902
	Iteration 14Q: 3 clusters Score -161305.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -161326.953125 Penalty: 3735.649902
	Iteration 15Q: 3 clusters Score -161327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -161349.750000 Penalty: 3735.649902
	Iteration 16Q: 3 clusters Score -161349.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -161372.609375 Penalty: 3735.649902
	Iteration 17Q: 3 clusters Score -161372.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -161395.328125 Penalty: 3735.649902
	Iteration 18Q: 3 clusters Score -161395.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -161408.843750 Penalty: 3735.649902
	Iteration 19Q: 3 clusters Score -161408.8 nChanged 18
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: -161429.453125 Penalty: 3735.649902
	Iteration 20F: 3 clusters Score -161429.5 nChanged 14
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: -161453.125000 Penalty: 3735.649902
	Iteration 21Q: 3 clusters Score -161453.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -161460.390625 Penalty: 3735.649902
	Iteration 22Q: 3 clusters Score -161460.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -161466.937500 Penalty: 3735.649902
	Iteration 23Q: 3 clusters Score -161466.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -161475.046875 Penalty: 3735.649902
	Iteration 24Q: 3 clusters Score -161475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -161480.343750 Penalty: 3735.649902
	Iteration 25Q: 3 clusters Score -161480.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -161484.546875 Penalty: 3735.649902
	Iteration 26Q: 3 clusters Score -161484.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -161488.218750 Penalty: 3735.649902
	Iteration 27Q: 3 clusters Score -161488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -161490.140625 Penalty: 3735.649902
	Iteration 28Q: 3 clusters Score -161490.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -161492.046875 Penalty: 3735.649902
	Iteration 29Q: 3 clusters Score -161492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -161493.265625 Penalty: 3735.649902
	Iteration 30Q: 3 clusters Score -161493.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -161493.843750 Penalty: 3735.649902
	Iteration 31Q: 3 clusters Score -161493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -161494.718750 Penalty: 3735.649902
	Iteration 32Q: 3 clusters Score -161494.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -161496.281250 Penalty: 3735.649902
	Iteration 33Q: 3 clusters Score -161496.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -161498.265625 Penalty: 3735.649902
	Iteration 34Q: 3 clusters Score -161498.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -161498.265625 Penalty: 3735.649902
	Iteration 35F: 3 clusters Score -161498.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Entering Unmasked Estep 
Score: -549549.750000 Penalty: 2176.374512
	Iteration 0F: 2 clusters Score -549549.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -544226.937500 Penalty: 4352.749023
	Iteration 0F: 3 clusters Score -544226.9 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -546228.000000 Penalty: 4352.749023
	Iteration 1F: 3 clusters Score -546228 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -547081.750000 Penalty: 4352.749023
	Iteration 2F: 3 clusters Score -547081.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -547885.687500 Penalty: 4352.749023
	Iteration 3F: 3 clusters Score -547885.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -548419.437500 Penalty: 4352.749023
	Iteration 4F: 3 clusters Score -548419.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -548764.000000 Penalty: 4352.749023
	Iteration 5F: 3 clusters Score -548764 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -548959.437500 Penalty: 4352.749023
	Iteration 6Q: 3 clusters Score -548959.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -549056.937500 Penalty: 4352.749023
	Iteration 7Q: 3 clusters Score -549056.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -549104.062500 Penalty: 4352.749023
	Iteration 8Q: 3 clusters Score -549104.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -549145.062500 Penalty: 4352.749023
	Iteration 9Q: 3 clusters Score -549145.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -549170.437500 Penalty: 4352.749023
	Iteration 10Q: 3 clusters Score -549170.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -549184.875000 Penalty: 4352.749023
	Iteration 11Q: 3 clusters Score -549184.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -549193.687500 Penalty: 4352.749023
	Iteration 12Q: 3 clusters Score -549193.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -549201.000000 Penalty: 4352.749023
	Iteration 13Q: 3 clusters Score -549201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -549208.187500 Penalty: 4352.749023
	Iteration 14Q: 3 clusters Score -549208.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -549216.437500 Penalty: 4352.749023
	Iteration 15Q: 3 clusters Score -549216.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -549222.562500 Penalty: 4352.749023
	Iteration 16Q: 3 clusters Score -549222.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -549230.250000 Penalty: 4352.749023
	Iteration 17Q: 3 clusters Score -549230.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -549237.875000 Penalty: 4352.749023
	Iteration 18Q: 3 clusters Score -549237.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -549246.000000 Penalty: 4352.749023
	Iteration 19Q: 3 clusters Score -549246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -549249.687500 Penalty: 4352.749023
	Iteration 20F: 3 clusters Score -549249.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -549255.187500 Penalty: 4352.749023
	Iteration 21Q: 3 clusters Score -549255.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -549261.312500 Penalty: 4352.749023
	Iteration 22Q: 3 clusters Score -549261.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -549269.875000 Penalty: 4352.749023
	Iteration 23Q: 3 clusters Score -549269.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -549277.500000 Penalty: 4352.749023
	Iteration 24Q: 3 clusters Score -549277.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -549291.437500 Penalty: 4352.749023
	Iteration 25Q: 3 clusters Score -549291.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -549313.437500 Penalty: 4352.749023
	Iteration 26Q: 3 clusters Score -549313.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -549339.625000 Penalty: 4352.749023
	Iteration 27Q: 3 clusters Score -549339.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -549377.125000 Penalty: 4352.749023
	Iteration 28Q: 3 clusters Score -549377.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -549417.437500 Penalty: 4352.749023
	Iteration 29Q: 3 clusters Score -549417.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -549467.250000 Penalty: 4352.749023
	Iteration 30Q: 3 clusters Score -549467.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -549548.187500 Penalty: 4352.749023
	Iteration 31Q: 3 clusters Score -549548.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -549623.375000 Penalty: 4352.749023
	Iteration 32Q: 3 clusters Score -549623.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -549669.000000 Penalty: 4352.749023
	Iteration 33Q: 3 clusters Score -549669 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -549702.250000 Penalty: 4352.749023
	Iteration 34Q: 3 clusters Score -549702.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -549726.000000 Penalty: 4352.749023
	Iteration 35Q: 3 clusters Score -549726 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -549753.062500 Penalty: 4352.749023
	Iteration 36Q: 3 clusters Score -549753.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -549775.312500 Penalty: 4352.749023
	Iteration 37Q: 3 clusters Score -549775.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -549795.375000 Penalty: 4352.749023
	Iteration 38Q: 3 clusters Score -549795.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -549806.437500 Penalty: 4352.749023
	Iteration 39Q: 3 clusters Score -549806.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -549823.500000 Penalty: 4352.749023
	Iteration 40F: 3 clusters Score -549823.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -549841.875000 Penalty: 4352.749023
	Iteration 41Q: 3 clusters Score -549841.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -549852.312500 Penalty: 4352.749023
	Iteration 42Q: 3 clusters Score -549852.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -549859.812500 Penalty: 4352.749023
	Iteration 43Q: 3 clusters Score -549859.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -549866.187500 Penalty: 4352.749023
	Iteration 44Q: 3 clusters Score -549866.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -549868.562500 Penalty: 4352.749023
	Iteration 45Q: 3 clusters Score -549868.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -549871.250000 Penalty: 4352.749023
	Iteration 46Q: 3 clusters Score -549871.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -549875.312500 Penalty: 4352.749023
	Iteration 47Q: 3 clusters Score -549875.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -549877.375000 Penalty: 4352.749023
	Iteration 48Q: 3 clusters Score -549877.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -549879.625000 Penalty: 4352.749023
	Iteration 49Q: 3 clusters Score -549879.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -549884.625000 Penalty: 4352.749023
	Iteration 50Q: 3 clusters Score -549884.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -549887.875000 Penalty: 4352.749023
	Iteration 51Q: 3 clusters Score -549887.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -549891.250000 Penalty: 4352.749023
	Iteration 52Q: 3 clusters Score -549891.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -549892.937500 Penalty: 4352.749023
	Iteration 53Q: 3 clusters Score -549892.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -549896.500000 Penalty: 4352.749023
	Iteration 54Q: 3 clusters Score -549896.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -549899.437500 Penalty: 4352.749023
	Iteration 55Q: 3 clusters Score -549899.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -549901.437500 Penalty: 4352.749023
	Iteration 56Q: 3 clusters Score -549901.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -549901.250000 Penalty: 4352.749023
	Iteration 57Q: 3 clusters Score -549901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -549901.625000 Penalty: 4352.749023
	Iteration 58Q: 3 clusters Score -549901.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -549901.875000 Penalty: 4352.749023
	Iteration 59Q: 3 clusters Score -549901.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -549903.062500 Penalty: 4352.749023
	Iteration 60F: 3 clusters Score -549903.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 137390 members 
Mstep: Class 3 contains 26157 members 
Mstep: Class 4 contains 65775 members 
Mstep: Class 5 contains 23863 members 
Mstep: Class 6 contains 15301 members 
Mstep: Class 7 contains 226607 members 
Mstep: Class 8 contains 98995 members 
Mstep: Class 9 contains 301535 members 
Mstep: Class 10 contains 14615 members 
Mstep: Class 11 contains 223222 members 
Mstep: Class 12 contains 227800 members 
Mstep: Class 13 contains 21754 members 
Mstep: Class 14 contains 21822 members 
Mstep: Class 15 contains 8511 members 
Mstep: Class 16 contains 13770 members 
Mstep: Class 17 contains 18639 members 
Mstep: Class 18 contains 9456 members 
Mstep: Class 19 contains 2520 members 
Mstep: Class 20 contains 102321 members 
Mstep: Class 21 contains 10279 members 
Mstep: Class 22 contains 7997 members 
Mstep: Class 23 contains 1866 members 
Mstep: Class 24 contains 2442 members 
Mstep: Class 25 contains 14887 members 
Mstep: Class 26 contains 41595 members 
Mstep: Class 27 contains 1086 members 
Mstep: Class 28 contains 10296 members 
Mstep: Class 29 contains 7281 members 
Mstep: Class 30 contains 6345 members 
Mstep: Class 31 contains 4033 members 
Entering Unmasked Estep 
Score: -157660464.000000 Penalty: 110165.539062
Splitting cluster 24 changes total score from -157646672.000000 to -157660464.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 25 (14887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Entering Unmasked Estep 
Score: -1415602.125000 Penalty: 2382.844482
	Iteration 0F: 2 clusters Score -1415602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1404774.625000 Penalty: 4765.688965
	Iteration 0F: 3 clusters Score -1404775 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1408084.750000 Penalty: 4765.688965
	Iteration 1F: 3 clusters Score -1408085 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1408468.875000 Penalty: 4765.688965
	Iteration 2F: 3 clusters Score -1408469 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1408821.625000 Penalty: 4765.688965
	Iteration 3F: 3 clusters Score -1408822 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1409272.250000 Penalty: 4765.688965
	Iteration 4F: 3 clusters Score -1409272 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1409858.625000 Penalty: 4765.688965
	Iteration 5F: 3 clusters Score -1409859 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1410561.125000 Penalty: 4765.688965
	Iteration 6F: 3 clusters Score -1410561 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1411301.375000 Penalty: 4765.688965
	Iteration 7F: 3 clusters Score -1411301 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1412046.500000 Penalty: 4765.688965
	Iteration 8F: 3 clusters Score -1412046 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1412630.375000 Penalty: 4765.688965
	Iteration 9F: 3 clusters Score -1412630 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1413085.375000 Penalty: 4765.688965
	Iteration 10Q: 3 clusters Score -1413085 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1413433.000000 Penalty: 4765.688965
	Iteration 11Q: 3 clusters Score -1413433 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1413711.875000 Penalty: 4765.688965
	Iteration 12Q: 3 clusters Score -1413712 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1413950.250000 Penalty: 4765.688965
	Iteration 13Q: 3 clusters Score -1413950 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1414166.250000 Penalty: 4765.688965
	Iteration 14Q: 3 clusters Score -1414166 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1414319.625000 Penalty: 4765.688965
	Iteration 15Q: 3 clusters Score -1414320 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1414449.750000 Penalty: 4765.688965
	Iteration 16Q: 3 clusters Score -1414450 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1414549.000000 Penalty: 4765.688965
	Iteration 17Q: 3 clusters Score -1414549 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1414619.500000 Penalty: 4765.688965
	Iteration 18Q: 3 clusters Score -1414620 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1414705.875000 Penalty: 4765.688965
	Iteration 19Q: 3 clusters Score -1414706 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1414779.250000 Penalty: 4765.688965
	Iteration 20F: 3 clusters Score -1414779 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1414838.000000 Penalty: 4765.688965
	Iteration 21Q: 3 clusters Score -1414838 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1414880.625000 Penalty: 4765.688965
	Iteration 22Q: 3 clusters Score -1414881 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1414921.875000 Penalty: 4765.688965
	Iteration 23Q: 3 clusters Score -1414922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1414976.250000 Penalty: 4765.688965
	Iteration 24Q: 3 clusters Score -1414976 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1415013.375000 Penalty: 4765.688965
	Iteration 25Q: 3 clusters Score -1415013 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1415041.250000 Penalty: 4765.688965
	Iteration 26Q: 3 clusters Score -1415041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1415049.125000 Penalty: 4765.688965
	Iteration 27Q: 3 clusters Score -1415049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1415061.125000 Penalty: 4765.688965
	Iteration 28Q: 3 clusters Score -1415061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1415068.625000 Penalty: 4765.688965
	Iteration 29Q: 3 clusters Score -1415069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1415073.750000 Penalty: 4765.688965
	Iteration 30Q: 3 clusters Score -1415074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1415073.750000 Penalty: 4765.688965
	Iteration 31Q: 3 clusters Score -1415074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1415070.250000 Penalty: 4765.688965
	Iteration 32Q: 3 clusters Score -1415070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1415071.875000 Penalty: 4765.688965
	Iteration 33Q: 3 clusters Score -1415072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1415074.750000 Penalty: 4765.688965
	Iteration 34Q: 3 clusters Score -1415075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1415075.250000 Penalty: 4765.688965
	Iteration 35Q: 3 clusters Score -1415075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1415075.250000 Penalty: 4765.688965
	Iteration 36F: 3 clusters Score -1415075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 137390 members 
Mstep: Class 3 contains 26157 members 
Mstep: Class 4 contains 65775 members 
Mstep: Class 5 contains 23863 members 
Mstep: Class 6 contains 15301 members 
Mstep: Class 7 contains 226607 members 
Mstep: Class 8 contains 98995 members 
Mstep: Class 9 contains 301535 members 
Mstep: Class 10 contains 14615 members 
Mstep: Class 11 contains 223222 members 
Mstep: Class 12 contains 227800 members 
Mstep: Class 13 contains 21754 members 
Mstep: Class 14 contains 21822 members 
Mstep: Class 15 contains 8511 members 
Mstep: Class 16 contains 13770 members 
Mstep: Class 17 contains 18639 members 
Mstep: Class 18 contains 9456 members 
Mstep: Class 19 contains 2520 members 
Mstep: Class 20 contains 102321 members 
Mstep: Class 21 contains 10279 members 
Mstep: Class 22 contains 7997 members 
Mstep: Class 23 contains 1866 members 
Mstep: Class 24 contains 2442 members 
Mstep: Class 25 contains 14887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157668576.000000 Penalty: 110165.539062
Iteration 79Q: 32 clusters Score -1.576686e+08 nChanged 13844
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 137479 members 
Mstep: Class 3 contains 26260 members 
Mstep: Class 4 contains 65418 members 
Mstep: Class 5 contains 23982 members 
Mstep: Class 6 contains 15804 members 
Mstep: Class 7 contains 226550 members 
Mstep: Class 8 contains 98773 members 
Mstep: Class 9 contains 303382 members 
Mstep: Class 10 contains 14568 members 
Mstep: Class 11 contains 223568 members 
Mstep: Class 12 contains 227820 members 
Mstep: Class 13 contains 21893 members 
Mstep: Class 14 contains 21787 members 
Mstep: Class 15 contains 7266 members 
Mstep: Class 16 contains 13219 members 
Mstep: Class 17 contains 18732 members 
Mstep: Class 18 contains 9502 members 
Mstep: Class 19 contains 2431 members 
Mstep: Class 20 contains 102344 members 
Mstep: Class 21 contains 10447 members 
Mstep: Class 22 contains 7995 members 
Mstep: Class 23 contains 1928 members 
Mstep: Class 24 contains 2711 members 
Mstep: Class 25 contains 14927 members 
Mstep: Class 26 contains 39438 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 9835 members 
Mstep: Class 29 contains 8427 members 
Mstep: Class 30 contains 6100 members 
Mstep: Class 31 contains 3807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675984.000000 Penalty: 110165.539062
Iteration 80F: 32 clusters Score -1.57676e+08 nChanged 11312
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 137013 members 
Mstep: Class 3 contains 26372 members 
Mstep: Class 4 contains 64693 members 
Mstep: Class 5 contains 23954 members 
Mstep: Class 6 contains 15788 members 
Mstep: Class 7 contains 226381 members 
Mstep: Class 8 contains 98449 members 
Mstep: Class 9 contains 304101 members 
Mstep: Class 10 contains 14547 members 
Mstep: Class 11 contains 223275 members 
Mstep: Class 12 contains 227575 members 
Mstep: Class 13 contains 21927 members 
Mstep: Class 14 contains 21773 members 
Mstep: Class 15 contains 6166 members 
Mstep: Class 16 contains 12560 members 
Mstep: Class 17 contains 18649 members 
Mstep: Class 18 contains 9554 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 102136 members 
Mstep: Class 21 contains 10546 members 
Mstep: Class 22 contains 7997 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 2916 members 
Mstep: Class 25 contains 14989 members 
Mstep: Class 26 contains 39681 members 
Mstep: Class 27 contains 1296 members 
Mstep: Class 28 contains 10155 members 
Mstep: Class 29 contains 9132 members 
Mstep: Class 30 contains 6818 members 
Mstep: Class 31 contains 4205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157679600.000000 Penalty: 110165.539062
Iteration 81Q: 32 clusters Score -1.576796e+08 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 136692 members 
Mstep: Class 3 contains 26484 members 
Mstep: Class 4 contains 64223 members 
Mstep: Class 5 contains 23974 members 
Mstep: Class 6 contains 15758 members 
Mstep: Class 7 contains 226197 members 
Mstep: Class 8 contains 98169 members 
Mstep: Class 9 contains 304788 members 
Mstep: Class 10 contains 14527 members 
Mstep: Class 11 contains 222964 members 
Mstep: Class 12 contains 227385 members 
Mstep: Class 13 contains 21992 members 
Mstep: Class 14 contains 21774 members 
Mstep: Class 15 contains 5196 members 
Mstep: Class 16 contains 12084 members 
Mstep: Class 17 contains 18565 members 
Mstep: Class 18 contains 9602 members 
Mstep: Class 19 contains 2581 members 
Mstep: Class 20 contains 101978 members 
Mstep: Class 21 contains 10666 members 
Mstep: Class 22 contains 7997 members 
Mstep: Class 23 contains 2009 members 
Mstep: Class 24 contains 3124 members 
Mstep: Class 25 contains 15053 members 
Mstep: Class 26 contains 39839 members 
Mstep: Class 27 contains 1486 members 
Mstep: Class 28 contains 10251 members 
Mstep: Class 29 contains 9720 members 
Mstep: Class 30 contains 7294 members 
Mstep: Class 31 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157681712.000000 Penalty: 110165.539062
Iteration 82Q: 32 clusters Score -1.576817e+08 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 136449 members 
Mstep: Class 3 contains 26570 members 
Mstep: Class 4 contains 63898 members 
Mstep: Class 5 contains 23996 members 
Mstep: Class 6 contains 15722 members 
Mstep: Class 7 contains 226033 members 
Mstep: Class 8 contains 97913 members 
Mstep: Class 9 contains 305330 members 
Mstep: Class 10 contains 14500 members 
Mstep: Class 11 contains 222693 members 
Mstep: Class 12 contains 227248 members 
Mstep: Class 13 contains 22063 members 
Mstep: Class 14 contains 21790 members 
Mstep: Class 15 contains 4410 members 
Mstep: Class 16 contains 11721 members 
Mstep: Class 17 contains 18488 members 
Mstep: Class 18 contains 9684 members 
Mstep: Class 19 contains 2660 members 
Mstep: Class 20 contains 101857 members 
Mstep: Class 21 contains 10759 members 
Mstep: Class 22 contains 8000 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 15139 members 
Mstep: Class 26 contains 40007 members 
Mstep: Class 27 contains 1653 members 
Mstep: Class 28 contains 10282 members 
Mstep: Class 29 contains 10183 members 
Mstep: Class 30 contains 7648 members 
Mstep: Class 31 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157683680.000000 Penalty: 110165.539062
Iteration 83Q: 32 clusters Score -1.576837e+08 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 136247 members 
Mstep: Class 3 contains 26651 members 
Mstep: Class 4 contains 63702 members 
Mstep: Class 5 contains 24001 members 
Mstep: Class 6 contains 15682 members 
Mstep: Class 7 contains 225875 members 
Mstep: Class 8 contains 97654 members 
Mstep: Class 9 contains 305791 members 
Mstep: Class 10 contains 14474 members 
Mstep: Class 11 contains 222458 members 
Mstep: Class 12 contains 227134 members 
Mstep: Class 13 contains 22134 members 
Mstep: Class 14 contains 21814 members 
Mstep: Class 15 contains 3778 members 
Mstep: Class 16 contains 11406 members 
Mstep: Class 17 contains 18420 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 2769 members 
Mstep: Class 20 contains 101770 members 
Mstep: Class 21 contains 10821 members 
Mstep: Class 22 contains 7998 members 
Mstep: Class 23 contains 2026 members 
Mstep: Class 24 contains 3412 members 
Mstep: Class 25 contains 15202 members 
Mstep: Class 26 contains 40112 members 
Mstep: Class 27 contains 1799 members 
Mstep: Class 28 contains 10295 members 
Mstep: Class 29 contains 10558 members 
Mstep: Class 30 contains 7916 members 
Mstep: Class 31 contains 4729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157684816.000000 Penalty: 110165.539062
Iteration 84Q: 32 clusters Score -1.576848e+08 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 136099 members 
Mstep: Class 3 contains 26763 members 
Mstep: Class 4 contains 63581 members 
Mstep: Class 5 contains 24027 members 
Mstep: Class 6 contains 15666 members 
Mstep: Class 7 contains 225705 members 
Mstep: Class 8 contains 97435 members 
Mstep: Class 9 contains 306118 members 
Mstep: Class 10 contains 14436 members 
Mstep: Class 11 contains 222259 members 
Mstep: Class 12 contains 227047 members 
Mstep: Class 13 contains 22198 members 
Mstep: Class 14 contains 21850 members 
Mstep: Class 15 contains 3287 members 
Mstep: Class 16 contains 11120 members 
Mstep: Class 17 contains 18347 members 
Mstep: Class 18 contains 9828 members 
Mstep: Class 19 contains 2861 members 
Mstep: Class 20 contains 101706 members 
Mstep: Class 21 contains 10891 members 
Mstep: Class 22 contains 7998 members 
Mstep: Class 23 contains 2040 members 
Mstep: Class 24 contains 3535 members 
Mstep: Class 25 contains 15248 members 
Mstep: Class 26 contains 40166 members 
Mstep: Class 27 contains 1934 members 
Mstep: Class 28 contains 10293 members 
Mstep: Class 29 contains 10869 members 
Mstep: Class 30 contains 8079 members 
Mstep: Class 31 contains 4779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157685440.000000 Penalty: 110165.539062
Iteration 85Q: 32 clusters Score -1.576854e+08 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 135964 members 
Mstep: Class 3 contains 26881 members 
Mstep: Class 4 contains 63501 members 
Mstep: Class 5 contains 24067 members 
Mstep: Class 6 contains 15628 members 
Mstep: Class 7 contains 225537 members 
Mstep: Class 8 contains 97285 members 
Mstep: Class 9 contains 306344 members 
Mstep: Class 10 contains 14397 members 
Mstep: Class 11 contains 222086 members 
Mstep: Class 12 contains 226983 members 
Mstep: Class 13 contains 22251 members 
Mstep: Class 14 contains 21874 members 
Mstep: Class 15 contains 2926 members 
Mstep: Class 16 contains 10892 members 
Mstep: Class 17 contains 18266 members 
Mstep: Class 18 contains 9905 members 
Mstep: Class 19 contains 2942 members 
Mstep: Class 20 contains 101659 members 
Mstep: Class 21 contains 10950 members 
Mstep: Class 22 contains 7998 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 15278 members 
Mstep: Class 26 contains 40223 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 10303 members 
Mstep: Class 29 contains 11095 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 4811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3382.987793 but Gain 3553.726562
Score: -157686464.000000 Penalty: 106611.812500
Iteration 86Q: 31 clusters Score -1.576865e+08 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 135857 members 
Mstep: Class 3 contains 27014 members 
Mstep: Class 4 contains 63445 members 
Mstep: Class 5 contains 24090 members 
Mstep: Class 6 contains 15612 members 
Mstep: Class 7 contains 225370 members 
Mstep: Class 8 contains 97183 members 
Mstep: Class 9 contains 308925 members 
Mstep: Class 10 contains 14352 members 
Mstep: Class 11 contains 222145 members 
Mstep: Class 12 contains 226942 members 
Mstep: Class 13 contains 22313 members 
Mstep: Class 14 contains 21891 members 
Mstep: Class 16 contains 10692 members 
Mstep: Class 17 contains 18198 members 
Mstep: Class 18 contains 9973 members 
Mstep: Class 19 contains 3016 members 
Mstep: Class 20 contains 101632 members 
Mstep: Class 21 contains 10997 members 
Mstep: Class 22 contains 8001 members 
Mstep: Class 23 contains 2052 members 
Mstep: Class 24 contains 3741 members 
Mstep: Class 25 contains 15310 members 
Mstep: Class 26 contains 40239 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 10309 members 
Mstep: Class 29 contains 11274 members 
Mstep: Class 30 contains 8286 members 
Mstep: Class 31 contains 4837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690656.000000 Penalty: 106611.812500
Iteration 87Q: 31 clusters Score -1.576907e+08 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 135798 members 
Mstep: Class 3 contains 27111 members 
Mstep: Class 4 contains 63397 members 
Mstep: Class 5 contains 24116 members 
Mstep: Class 6 contains 15620 members 
Mstep: Class 7 contains 225251 members 
Mstep: Class 8 contains 97088 members 
Mstep: Class 9 contains 308947 members 
Mstep: Class 10 contains 14305 members 
Mstep: Class 11 contains 221828 members 
Mstep: Class 12 contains 226910 members 
Mstep: Class 13 contains 22333 members 
Mstep: Class 14 contains 21912 members 
Mstep: Class 16 contains 10513 members 
Mstep: Class 17 contains 18147 members 
Mstep: Class 18 contains 10034 members 
Mstep: Class 19 contains 3069 members 
Mstep: Class 20 contains 101594 members 
Mstep: Class 21 contains 11038 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 3802 members 
Mstep: Class 25 contains 15340 members 
Mstep: Class 26 contains 40309 members 
Mstep: Class 27 contains 2226 members 
Mstep: Class 28 contains 10296 members 
Mstep: Class 29 contains 11430 members 
Mstep: Class 30 contains 8343 members 
Mstep: Class 31 contains 4862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690752.000000 Penalty: 106611.812500
Iteration 88Q: 31 clusters Score -1.576908e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 135733 members 
Mstep: Class 3 contains 27205 members 
Mstep: Class 4 contains 63366 members 
Mstep: Class 5 contains 24154 members 
Mstep: Class 6 contains 15610 members 
Mstep: Class 7 contains 225152 members 
Mstep: Class 8 contains 97008 members 
Mstep: Class 9 contains 308867 members 
Mstep: Class 10 contains 14267 members 
Mstep: Class 11 contains 221646 members 
Mstep: Class 12 contains 226877 members 
Mstep: Class 13 contains 22356 members 
Mstep: Class 14 contains 21939 members 
Mstep: Class 16 contains 10360 members 
Mstep: Class 17 contains 18107 members 
Mstep: Class 18 contains 10076 members 
Mstep: Class 19 contains 3110 members 
Mstep: Class 20 contains 101560 members 
Mstep: Class 21 contains 11081 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 2064 members 
Mstep: Class 24 contains 3852 members 
Mstep: Class 25 contains 15363 members 
Mstep: Class 26 contains 40354 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 10298 members 
Mstep: Class 29 contains 11557 members 
Mstep: Class 30 contains 8391 members 
Mstep: Class 31 contains 4884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157691264.000000 Penalty: 106611.812500
Iteration 89Q: 31 clusters Score -1.576913e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 135700 members 
Mstep: Class 3 contains 27296 members 
Mstep: Class 4 contains 63342 members 
Mstep: Class 5 contains 24147 members 
Mstep: Class 6 contains 15605 members 
Mstep: Class 7 contains 225063 members 
Mstep: Class 8 contains 96932 members 
Mstep: Class 9 contains 308765 members 
Mstep: Class 10 contains 14226 members 
Mstep: Class 11 contains 221516 members 
Mstep: Class 12 contains 226854 members 
Mstep: Class 13 contains 22383 members 
Mstep: Class 14 contains 21950 members 
Mstep: Class 16 contains 10230 members 
Mstep: Class 17 contains 18070 members 
Mstep: Class 18 contains 10116 members 
Mstep: Class 19 contains 3124 members 
Mstep: Class 20 contains 101540 members 
Mstep: Class 21 contains 11122 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 2068 members 
Mstep: Class 24 contains 3887 members 
Mstep: Class 25 contains 15381 members 
Mstep: Class 26 contains 40417 members 
Mstep: Class 27 contains 2361 members 
Mstep: Class 28 contains 10307 members 
Mstep: Class 29 contains 11657 members 
Mstep: Class 30 contains 8433 members 
Mstep: Class 31 contains 4903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157691072.000000 Penalty: 106611.812500
Iteration 90Q: 31 clusters Score -1.576911e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 135651 members 
Mstep: Class 3 contains 27369 members 
Mstep: Class 4 contains 63318 members 
Mstep: Class 5 contains 24158 members 
Mstep: Class 6 contains 15593 members 
Mstep: Class 7 contains 224961 members 
Mstep: Class 8 contains 96879 members 
Mstep: Class 9 contains 308690 members 
Mstep: Class 10 contains 14185 members 
Mstep: Class 11 contains 221406 members 
Mstep: Class 12 contains 226840 members 
Mstep: Class 13 contains 22418 members 
Mstep: Class 14 contains 21964 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 18056 members 
Mstep: Class 18 contains 10139 members 
Mstep: Class 19 contains 3144 members 
Mstep: Class 20 contains 101524 members 
Mstep: Class 21 contains 11153 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 2084 members 
Mstep: Class 24 contains 3933 members 
Mstep: Class 25 contains 15396 members 
Mstep: Class 26 contains 40432 members 
Mstep: Class 27 contains 2397 members 
Mstep: Class 28 contains 10308 members 
Mstep: Class 29 contains 11745 members 
Mstep: Class 30 contains 8466 members 
Mstep: Class 31 contains 4919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157691136.000000 Penalty: 106611.812500
Iteration 91Q: 31 clusters Score -1.576911e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 135625 members 
Mstep: Class 3 contains 27438 members 
Mstep: Class 4 contains 63305 members 
Mstep: Class 5 contains 24167 members 
Mstep: Class 6 contains 15584 members 
Mstep: Class 7 contains 224873 members 
Mstep: Class 8 contains 96830 members 
Mstep: Class 9 contains 308642 members 
Mstep: Class 10 contains 14142 members 
Mstep: Class 11 contains 221309 members 
Mstep: Class 12 contains 226823 members 
Mstep: Class 13 contains 22436 members 
Mstep: Class 14 contains 21978 members 
Mstep: Class 16 contains 10024 members 
Mstep: Class 17 contains 18039 members 
Mstep: Class 18 contains 10160 members 
Mstep: Class 19 contains 3158 members 
Mstep: Class 20 contains 101509 members 
Mstep: Class 21 contains 11168 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 2092 members 
Mstep: Class 24 contains 3986 members 
Mstep: Class 25 contains 15408 members 
Mstep: Class 26 contains 40447 members 
Mstep: Class 27 contains 2427 members 
Mstep: Class 28 contains 10313 members 
Mstep: Class 29 contains 11836 members 
Mstep: Class 30 contains 8488 members 
Mstep: Class 31 contains 4924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157691456.000000 Penalty: 106611.812500
Iteration 92Q: 31 clusters Score -1.576915e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 135571 members 
Mstep: Class 3 contains 27514 members 
Mstep: Class 4 contains 63301 members 
Mstep: Class 5 contains 24167 members 
Mstep: Class 6 contains 15571 members 
Mstep: Class 7 contains 224802 members 
Mstep: Class 8 contains 96758 members 
Mstep: Class 9 contains 308584 members 
Mstep: Class 10 contains 14119 members 
Mstep: Class 11 contains 221237 members 
Mstep: Class 12 contains 226806 members 
Mstep: Class 13 contains 22448 members 
Mstep: Class 14 contains 21992 members 
Mstep: Class 16 contains 9943 members 
Mstep: Class 17 contains 18031 members 
Mstep: Class 18 contains 10180 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 20 contains 101492 members 
Mstep: Class 21 contains 11192 members 
Mstep: Class 22 contains 8002 members 
Mstep: Class 23 contains 2097 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 15422 members 
Mstep: Class 26 contains 40472 members 
Mstep: Class 27 contains 2453 members 
Mstep: Class 28 contains 10320 members 
Mstep: Class 29 contains 11912 members 
Mstep: Class 30 contains 8518 members 
Mstep: Class 31 contains 4929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157691488.000000 Penalty: 106611.812500
Iteration 93Q: 31 clusters Score -1.576915e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 135540 members 
Mstep: Class 3 contains 27585 members 
Mstep: Class 4 contains 63305 members 
Mstep: Class 5 contains 24177 members 
Mstep: Class 6 contains 15562 members 
Mstep: Class 7 contains 224708 members 
Mstep: Class 8 contains 96698 members 
Mstep: Class 9 contains 308540 members 
Mstep: Class 10 contains 14095 members 
Mstep: Class 11 contains 221189 members 
Mstep: Class 12 contains 226784 members 
Mstep: Class 13 contains 22459 members 
Mstep: Class 14 contains 22008 members 
Mstep: Class 16 contains 9888 members 
Mstep: Class 17 contains 18024 members 
Mstep: Class 18 contains 10199 members 
Mstep: Class 19 contains 3192 members 
Mstep: Class 20 contains 101481 members 
Mstep: Class 21 contains 11205 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2106 members 
Mstep: Class 24 contains 4046 members 
Mstep: Class 25 contains 15434 members 
Mstep: Class 26 contains 40475 members 
Mstep: Class 27 contains 2471 members 
Mstep: Class 28 contains 10320 members 
Mstep: Class 29 contains 11975 members 
Mstep: Class 30 contains 8543 members 
Mstep: Class 31 contains 4931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157691872.000000 Penalty: 106611.812500
Iteration 94Q: 31 clusters Score -1.576919e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 135509 members 
Mstep: Class 3 contains 27636 members 
Mstep: Class 4 contains 63297 members 
Mstep: Class 5 contains 24188 members 
Mstep: Class 6 contains 15554 members 
Mstep: Class 7 contains 224627 members 
Mstep: Class 8 contains 96666 members 
Mstep: Class 9 contains 308495 members 
Mstep: Class 10 contains 14076 members 
Mstep: Class 11 contains 221142 members 
Mstep: Class 12 contains 226770 members 
Mstep: Class 13 contains 22474 members 
Mstep: Class 14 contains 22020 members 
Mstep: Class 16 contains 9831 members 
Mstep: Class 17 contains 18024 members 
Mstep: Class 18 contains 10217 members 
Mstep: Class 19 contains 3210 members 
Mstep: Class 20 contains 101470 members 
Mstep: Class 21 contains 11226 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2111 members 
Mstep: Class 24 contains 4070 members 
Mstep: Class 25 contains 15440 members 
Mstep: Class 26 contains 40463 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 10319 members 
Mstep: Class 29 contains 12045 members 
Mstep: Class 30 contains 8564 members 
Mstep: Class 31 contains 4936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157692096.000000 Penalty: 106611.812500
Iteration 95Q: 31 clusters Score -1.576921e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 135500 members 
Mstep: Class 3 contains 27672 members 
Mstep: Class 4 contains 63299 members 
Mstep: Class 5 contains 24201 members 
Mstep: Class 6 contains 15548 members 
Mstep: Class 7 contains 224562 members 
Mstep: Class 8 contains 96624 members 
Mstep: Class 9 contains 308454 members 
Mstep: Class 10 contains 14040 members 
Mstep: Class 11 contains 221115 members 
Mstep: Class 12 contains 226756 members 
Mstep: Class 13 contains 22488 members 
Mstep: Class 14 contains 22029 members 
Mstep: Class 16 contains 9782 members 
Mstep: Class 17 contains 18016 members 
Mstep: Class 18 contains 10239 members 
Mstep: Class 19 contains 3216 members 
Mstep: Class 20 contains 101466 members 
Mstep: Class 21 contains 11251 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 4087 members 
Mstep: Class 25 contains 15445 members 
Mstep: Class 26 contains 40460 members 
Mstep: Class 27 contains 2498 members 
Mstep: Class 28 contains 10324 members 
Mstep: Class 29 contains 12101 members 
Mstep: Class 30 contains 8582 members 
Mstep: Class 31 contains 4937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157692336.000000 Penalty: 106611.812500
Iteration 96Q: 31 clusters Score -1.576923e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 135507 members 
Mstep: Class 3 contains 27701 members 
Mstep: Class 4 contains 63297 members 
Mstep: Class 5 contains 24212 members 
Mstep: Class 6 contains 15549 members 
Mstep: Class 7 contains 224500 members 
Mstep: Class 8 contains 96633 members 
Mstep: Class 9 contains 308414 members 
Mstep: Class 10 contains 14007 members 
Mstep: Class 11 contains 221094 members 
Mstep: Class 12 contains 226737 members 
Mstep: Class 13 contains 22494 members 
Mstep: Class 14 contains 22037 members 
Mstep: Class 16 contains 9743 members 
Mstep: Class 17 contains 18012 members 
Mstep: Class 18 contains 10254 members 
Mstep: Class 19 contains 3215 members 
Mstep: Class 20 contains 101456 members 
Mstep: Class 21 contains 11272 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 2126 members 
Mstep: Class 24 contains 4100 members 
Mstep: Class 25 contains 15446 members 
Mstep: Class 26 contains 40451 members 
Mstep: Class 27 contains 2506 members 
Mstep: Class 28 contains 10330 members 
Mstep: Class 29 contains 12141 members 
Mstep: Class 30 contains 8608 members 
Mstep: Class 31 contains 4936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157692320.000000 Penalty: 106611.812500
Iteration 97Q: 31 clusters Score -1.576923e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 135510 members 
Mstep: Class 3 contains 27734 members 
Mstep: Class 4 contains 63298 members 
Mstep: Class 5 contains 24227 members 
Mstep: Class 6 contains 15544 members 
Mstep: Class 7 contains 224450 members 
Mstep: Class 8 contains 96622 members 
Mstep: Class 9 contains 308389 members 
Mstep: Class 10 contains 13977 members 
Mstep: Class 11 contains 221077 members 
Mstep: Class 12 contains 226727 members 
Mstep: Class 13 contains 22499 members 
Mstep: Class 14 contains 22041 members 
Mstep: Class 16 contains 9715 members 
Mstep: Class 17 contains 18007 members 
Mstep: Class 18 contains 10266 members 
Mstep: Class 19 contains 3211 members 
Mstep: Class 20 contains 101450 members 
Mstep: Class 21 contains 11285 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 4121 members 
Mstep: Class 25 contains 15446 members 
Mstep: Class 26 contains 40447 members 
Mstep: Class 27 contains 2518 members 
Mstep: Class 28 contains 10335 members 
Mstep: Class 29 contains 12169 members 
Mstep: Class 30 contains 8624 members 
Mstep: Class 31 contains 4937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157692464.000000 Penalty: 106611.812500
Iteration 98Q: 31 clusters Score -1.576925e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 135526 members 
Mstep: Class 3 contains 27755 members 
Mstep: Class 4 contains 63298 members 
Mstep: Class 5 contains 24233 members 
Mstep: Class 6 contains 15540 members 
Mstep: Class 7 contains 224414 members 
Mstep: Class 8 contains 96616 members 
Mstep: Class 9 contains 308370 members 
Mstep: Class 10 contains 13947 members 
Mstep: Class 11 contains 221058 members 
Mstep: Class 12 contains 226723 members 
Mstep: Class 13 contains 22503 members 
Mstep: Class 14 contains 22042 members 
Mstep: Class 16 contains 9679 members 
Mstep: Class 17 contains 18002 members 
Mstep: Class 18 contains 10282 members 
Mstep: Class 19 contains 3216 members 
Mstep: Class 20 contains 101443 members 
Mstep: Class 21 contains 11294 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2131 members 
Mstep: Class 24 contains 4146 members 
Mstep: Class 25 contains 15448 members 
Mstep: Class 26 contains 40448 members 
Mstep: Class 27 contains 2526 members 
Mstep: Class 28 contains 10335 members 
Mstep: Class 29 contains 12196 members 
Mstep: Class 30 contains 8635 members 
Mstep: Class 31 contains 4938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157692592.000000 Penalty: 106611.812500
Iteration 99Q: 31 clusters Score -1.576926e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 135527 members 
Mstep: Class 3 contains 27778 members 
Mstep: Class 4 contains 63301 members 
Mstep: Class 5 contains 24238 members 
Mstep: Class 6 contains 15533 members 
Mstep: Class 7 contains 224384 members 
Mstep: Class 8 contains 96598 members 
Mstep: Class 9 contains 308355 members 
Mstep: Class 10 contains 13925 members 
Mstep: Class 11 contains 221043 members 
Mstep: Class 12 contains 226716 members 
Mstep: Class 13 contains 22506 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 16 contains 9649 members 
Mstep: Class 17 contains 18001 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 3214 members 
Mstep: Class 20 contains 101442 members 
Mstep: Class 21 contains 11298 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 4161 members 
Mstep: Class 25 contains 15451 members 
Mstep: Class 26 contains 40463 members 
Mstep: Class 27 contains 2531 members 
Mstep: Class 28 contains 10339 members 
Mstep: Class 29 contains 12229 members 
Mstep: Class 30 contains 8645 members 
Mstep: Class 31 contains 4937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693008.000000 Penalty: 106611.812500
Iteration 100F: 31 clusters Score -1.57693e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 135525 members 
Mstep: Class 3 contains 27770 members 
Mstep: Class 4 contains 63300 members 
Mstep: Class 5 contains 24211 members 
Mstep: Class 6 contains 15527 members 
Mstep: Class 7 contains 224357 members 
Mstep: Class 8 contains 96559 members 
Mstep: Class 9 contains 308338 members 
Mstep: Class 10 contains 13918 members 
Mstep: Class 11 contains 221007 members 
Mstep: Class 12 contains 226709 members 
Mstep: Class 13 contains 22491 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 16 contains 9548 members 
Mstep: Class 17 contains 17954 members 
Mstep: Class 18 contains 10296 members 
Mstep: Class 19 contains 3284 members 
Mstep: Class 20 contains 101442 members 
Mstep: Class 21 contains 11299 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2126 members 
Mstep: Class 24 contains 4199 members 
Mstep: Class 25 contains 15453 members 
Mstep: Class 26 contains 40410 members 
Mstep: Class 27 contains 2669 members 
Mstep: Class 28 contains 10339 members 
Mstep: Class 29 contains 12254 members 
Mstep: Class 30 contains 8655 members 
Mstep: Class 31 contains 4939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157692912.000000 Penalty: 106611.812500
Iteration 101Q: 31 clusters Score -1.576929e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 135513 members 
Mstep: Class 3 contains 27767 members 
Mstep: Class 4 contains 63298 members 
Mstep: Class 5 contains 24200 members 
Mstep: Class 6 contains 15515 members 
Mstep: Class 7 contains 224323 members 
Mstep: Class 8 contains 96536 members 
Mstep: Class 9 contains 308325 members 
Mstep: Class 10 contains 13902 members 
Mstep: Class 11 contains 220942 members 
Mstep: Class 12 contains 226707 members 
Mstep: Class 13 contains 22490 members 
Mstep: Class 14 contains 22047 members 
Mstep: Class 16 contains 9446 members 
Mstep: Class 17 contains 17913 members 
Mstep: Class 18 contains 10305 members 
Mstep: Class 19 contains 3336 members 
Mstep: Class 20 contains 101436 members 
Mstep: Class 21 contains 11309 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 4234 members 
Mstep: Class 25 contains 15453 members 
Mstep: Class 26 contains 40353 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 10341 members 
Mstep: Class 29 contains 12274 members 
Mstep: Class 30 contains 8661 members 
Mstep: Class 31 contains 4933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693040.000000 Penalty: 106611.812500
Iteration 102Q: 31 clusters Score -1.57693e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 135509 members 
Mstep: Class 3 contains 27761 members 
Mstep: Class 4 contains 63294 members 
Mstep: Class 5 contains 24175 members 
Mstep: Class 6 contains 15508 members 
Mstep: Class 7 contains 224297 members 
Mstep: Class 8 contains 96493 members 
Mstep: Class 9 contains 308303 members 
Mstep: Class 10 contains 13892 members 
Mstep: Class 11 contains 220873 members 
Mstep: Class 12 contains 226706 members 
Mstep: Class 13 contains 22489 members 
Mstep: Class 14 contains 22050 members 
Mstep: Class 16 contains 9333 members 
Mstep: Class 17 contains 17870 members 
Mstep: Class 18 contains 10314 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 101433 members 
Mstep: Class 21 contains 11321 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 4260 members 
Mstep: Class 25 contains 15456 members 
Mstep: Class 26 contains 40296 members 
Mstep: Class 27 contains 2938 members 
Mstep: Class 28 contains 10349 members 
Mstep: Class 29 contains 12303 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 4925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693280.000000 Penalty: 106611.812500
Iteration 103Q: 31 clusters Score -1.576933e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 135494 members 
Mstep: Class 3 contains 27766 members 
Mstep: Class 4 contains 63287 members 
Mstep: Class 5 contains 24164 members 
Mstep: Class 6 contains 15501 members 
Mstep: Class 7 contains 224268 members 
Mstep: Class 8 contains 96462 members 
Mstep: Class 9 contains 308290 members 
Mstep: Class 10 contains 13880 members 
Mstep: Class 11 contains 220795 members 
Mstep: Class 12 contains 226704 members 
Mstep: Class 13 contains 22493 members 
Mstep: Class 14 contains 22052 members 
Mstep: Class 16 contains 9233 members 
Mstep: Class 17 contains 17838 members 
Mstep: Class 18 contains 10318 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 101433 members 
Mstep: Class 21 contains 11330 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2125 members 
Mstep: Class 24 contains 4292 members 
Mstep: Class 25 contains 15460 members 
Mstep: Class 26 contains 40224 members 
Mstep: Class 27 contains 3048 members 
Mstep: Class 28 contains 10356 members 
Mstep: Class 29 contains 12339 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 4920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693520.000000 Penalty: 106611.812500
Iteration 104Q: 31 clusters Score -1.576935e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 135488 members 
Mstep: Class 3 contains 27765 members 
Mstep: Class 4 contains 63285 members 
Mstep: Class 5 contains 24142 members 
Mstep: Class 6 contains 15492 members 
Mstep: Class 7 contains 224236 members 
Mstep: Class 8 contains 96449 members 
Mstep: Class 9 contains 308262 members 
Mstep: Class 10 contains 13867 members 
Mstep: Class 11 contains 220694 members 
Mstep: Class 12 contains 226702 members 
Mstep: Class 13 contains 22508 members 
Mstep: Class 14 contains 22054 members 
Mstep: Class 16 contains 9136 members 
Mstep: Class 17 contains 17806 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 101427 members 
Mstep: Class 21 contains 11338 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2123 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 15467 members 
Mstep: Class 26 contains 40147 members 
Mstep: Class 27 contains 3150 members 
Mstep: Class 28 contains 10362 members 
Mstep: Class 29 contains 12379 members 
Mstep: Class 30 contains 8669 members 
Mstep: Class 31 contains 4921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693488.000000 Penalty: 106611.812500
Iteration 105Q: 31 clusters Score -1.576935e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 135465 members 
Mstep: Class 3 contains 27770 members 
Mstep: Class 4 contains 63292 members 
Mstep: Class 5 contains 24141 members 
Mstep: Class 6 contains 15483 members 
Mstep: Class 7 contains 224202 members 
Mstep: Class 8 contains 96443 members 
Mstep: Class 9 contains 308239 members 
Mstep: Class 10 contains 13860 members 
Mstep: Class 11 contains 220598 members 
Mstep: Class 12 contains 226700 members 
Mstep: Class 13 contains 22528 members 
Mstep: Class 14 contains 22058 members 
Mstep: Class 16 contains 9048 members 
Mstep: Class 17 contains 17766 members 
Mstep: Class 18 contains 10340 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 101421 members 
Mstep: Class 21 contains 11350 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2124 members 
Mstep: Class 24 contains 4338 members 
Mstep: Class 25 contains 15481 members 
Mstep: Class 26 contains 40048 members 
Mstep: Class 27 contains 3235 members 
Mstep: Class 28 contains 10366 members 
Mstep: Class 29 contains 12420 members 
Mstep: Class 30 contains 8678 members 
Mstep: Class 31 contains 4923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693984.000000 Penalty: 106611.812500
Iteration 106Q: 31 clusters Score -1.57694e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 135436 members 
Mstep: Class 3 contains 27771 members 
Mstep: Class 4 contains 63297 members 
Mstep: Class 5 contains 24139 members 
Mstep: Class 6 contains 15485 members 
Mstep: Class 7 contains 224165 members 
Mstep: Class 8 contains 96450 members 
Mstep: Class 9 contains 308213 members 
Mstep: Class 10 contains 13850 members 
Mstep: Class 11 contains 220484 members 
Mstep: Class 12 contains 226696 members 
Mstep: Class 13 contains 22542 members 
Mstep: Class 14 contains 22062 members 
Mstep: Class 16 contains 8946 members 
Mstep: Class 17 contains 17752 members 
Mstep: Class 18 contains 10340 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 101425 members 
Mstep: Class 21 contains 11360 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2126 members 
Mstep: Class 24 contains 4353 members 
Mstep: Class 25 contains 15491 members 
Mstep: Class 26 contains 39958 members 
Mstep: Class 27 contains 3312 members 
Mstep: Class 28 contains 10368 members 
Mstep: Class 29 contains 12470 members 
Mstep: Class 30 contains 8681 members 
Mstep: Class 31 contains 4926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694096.000000 Penalty: 106611.812500
Iteration 107Q: 31 clusters Score -1.576941e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 135418 members 
Mstep: Class 3 contains 27778 members 
Mstep: Class 4 contains 63304 members 
Mstep: Class 5 contains 24150 members 
Mstep: Class 6 contains 15479 members 
Mstep: Class 7 contains 224119 members 
Mstep: Class 8 contains 96470 members 
Mstep: Class 9 contains 308202 members 
Mstep: Class 10 contains 13842 members 
Mstep: Class 11 contains 220398 members 
Mstep: Class 12 contains 226692 members 
Mstep: Class 13 contains 22557 members 
Mstep: Class 14 contains 22062 members 
Mstep: Class 16 contains 8844 members 
Mstep: Class 17 contains 17740 members 
Mstep: Class 18 contains 10343 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 101426 members 
Mstep: Class 21 contains 11372 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2126 members 
Mstep: Class 24 contains 4369 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 39855 members 
Mstep: Class 27 contains 3369 members 
Mstep: Class 28 contains 10376 members 
Mstep: Class 29 contains 12521 members 
Mstep: Class 30 contains 8686 members 
Mstep: Class 31 contains 4924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694864.000000 Penalty: 106611.812500
Iteration 108Q: 31 clusters Score -1.576949e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 135407 members 
Mstep: Class 3 contains 27797 members 
Mstep: Class 4 contains 63311 members 
Mstep: Class 5 contains 24150 members 
Mstep: Class 6 contains 15477 members 
Mstep: Class 7 contains 224079 members 
Mstep: Class 8 contains 96460 members 
Mstep: Class 9 contains 308178 members 
Mstep: Class 10 contains 13838 members 
Mstep: Class 11 contains 220343 members 
Mstep: Class 12 contains 226688 members 
Mstep: Class 13 contains 22572 members 
Mstep: Class 14 contains 22061 members 
Mstep: Class 16 contains 8787 members 
Mstep: Class 17 contains 17736 members 
Mstep: Class 18 contains 10349 members 
Mstep: Class 19 contains 3650 members 
Mstep: Class 20 contains 101432 members 
Mstep: Class 21 contains 11389 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2124 members 
Mstep: Class 24 contains 4387 members 
Mstep: Class 25 contains 15512 members 
Mstep: Class 26 contains 39742 members 
Mstep: Class 27 contains 3408 members 
Mstep: Class 28 contains 10379 members 
Mstep: Class 29 contains 12568 members 
Mstep: Class 30 contains 8691 members 
Mstep: Class 31 contains 4923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694800.000000 Penalty: 106611.812500
Iteration 109Q: 31 clusters Score -1.576948e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 135387 members 
Mstep: Class 3 contains 27813 members 
Mstep: Class 4 contains 63325 members 
Mstep: Class 5 contains 24160 members 
Mstep: Class 6 contains 15477 members 
Mstep: Class 7 contains 224043 members 
Mstep: Class 8 contains 96456 members 
Mstep: Class 9 contains 308142 members 
Mstep: Class 10 contains 13832 members 
Mstep: Class 11 contains 220285 members 
Mstep: Class 12 contains 226685 members 
Mstep: Class 13 contains 22589 members 
Mstep: Class 14 contains 22060 members 
Mstep: Class 16 contains 8731 members 
Mstep: Class 17 contains 17734 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 3697 members 
Mstep: Class 20 contains 101428 members 
Mstep: Class 21 contains 11409 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 4413 members 
Mstep: Class 25 contains 15516 members 
Mstep: Class 26 contains 39649 members 
Mstep: Class 27 contains 3447 members 
Mstep: Class 28 contains 10383 members 
Mstep: Class 29 contains 12590 members 
Mstep: Class 30 contains 8699 members 
Mstep: Class 31 contains 4921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695344.000000 Penalty: 106611.812500
Iteration 110Q: 31 clusters Score -1.576953e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 135371 members 
Mstep: Class 3 contains 27827 members 
Mstep: Class 4 contains 63333 members 
Mstep: Class 5 contains 24159 members 
Mstep: Class 6 contains 15476 members 
Mstep: Class 7 contains 224012 members 
Mstep: Class 8 contains 96474 members 
Mstep: Class 9 contains 308116 members 
Mstep: Class 10 contains 13830 members 
Mstep: Class 11 contains 220244 members 
Mstep: Class 12 contains 226684 members 
Mstep: Class 13 contains 22593 members 
Mstep: Class 14 contains 22063 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 17732 members 
Mstep: Class 18 contains 10353 members 
Mstep: Class 19 contains 3744 members 
Mstep: Class 20 contains 101432 members 
Mstep: Class 21 contains 11426 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2130 members 
Mstep: Class 24 contains 4425 members 
Mstep: Class 25 contains 15518 members 
Mstep: Class 26 contains 39564 members 
Mstep: Class 27 contains 3485 members 
Mstep: Class 28 contains 10388 members 
Mstep: Class 29 contains 12599 members 
Mstep: Class 30 contains 8701 members 
Mstep: Class 31 contains 4923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695536.000000 Penalty: 106611.812500
Iteration 111Q: 31 clusters Score -1.576955e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 135353 members 
Mstep: Class 3 contains 27832 members 
Mstep: Class 4 contains 63347 members 
Mstep: Class 5 contains 24171 members 
Mstep: Class 6 contains 15476 members 
Mstep: Class 7 contains 223989 members 
Mstep: Class 8 contains 96492 members 
Mstep: Class 9 contains 308089 members 
Mstep: Class 10 contains 13826 members 
Mstep: Class 11 contains 220216 members 
Mstep: Class 12 contains 226684 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 22061 members 
Mstep: Class 16 contains 8645 members 
Mstep: Class 17 contains 17726 members 
Mstep: Class 18 contains 10354 members 
Mstep: Class 19 contains 3789 members 
Mstep: Class 20 contains 101435 members 
Mstep: Class 21 contains 11450 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2136 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 15524 members 
Mstep: Class 26 contains 39456 members 
Mstep: Class 27 contains 3514 members 
Mstep: Class 28 contains 10389 members 
Mstep: Class 29 contains 12616 members 
Mstep: Class 30 contains 8702 members 
Mstep: Class 31 contains 4921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695200.000000 Penalty: 106611.812500
Iteration 112Q: 31 clusters Score -1.576952e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 135334 members 
Mstep: Class 3 contains 27844 members 
Mstep: Class 4 contains 63355 members 
Mstep: Class 5 contains 24179 members 
Mstep: Class 6 contains 15467 members 
Mstep: Class 7 contains 223976 members 
Mstep: Class 8 contains 96498 members 
Mstep: Class 9 contains 308075 members 
Mstep: Class 10 contains 13820 members 
Mstep: Class 11 contains 220187 members 
Mstep: Class 12 contains 226682 members 
Mstep: Class 13 contains 22615 members 
Mstep: Class 14 contains 22062 members 
Mstep: Class 16 contains 8603 members 
Mstep: Class 17 contains 17719 members 
Mstep: Class 18 contains 10360 members 
Mstep: Class 19 contains 3831 members 
Mstep: Class 20 contains 101434 members 
Mstep: Class 21 contains 11468 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2138 members 
Mstep: Class 24 contains 4453 members 
Mstep: Class 25 contains 15528 members 
Mstep: Class 26 contains 39362 members 
Mstep: Class 27 contains 3538 members 
Mstep: Class 28 contains 10387 members 
Mstep: Class 29 contains 12638 members 
Mstep: Class 30 contains 8703 members 
Mstep: Class 31 contains 4923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695312.000000 Penalty: 106611.812500
Iteration 113Q: 31 clusters Score -1.576953e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 135312 members 
Mstep: Class 3 contains 27852 members 
Mstep: Class 4 contains 63358 members 
Mstep: Class 5 contains 24188 members 
Mstep: Class 6 contains 15467 members 
Mstep: Class 7 contains 223966 members 
Mstep: Class 8 contains 96515 members 
Mstep: Class 9 contains 308044 members 
Mstep: Class 10 contains 13816 members 
Mstep: Class 11 contains 220159 members 
Mstep: Class 12 contains 226680 members 
Mstep: Class 13 contains 22624 members 
Mstep: Class 14 contains 22062 members 
Mstep: Class 16 contains 8565 members 
Mstep: Class 17 contains 17714 members 
Mstep: Class 18 contains 10365 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 101433 members 
Mstep: Class 21 contains 11484 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2139 members 
Mstep: Class 24 contains 4467 members 
Mstep: Class 25 contains 15527 members 
Mstep: Class 26 contains 39292 members 
Mstep: Class 27 contains 3560 members 
Mstep: Class 28 contains 10391 members 
Mstep: Class 29 contains 12665 members 
Mstep: Class 30 contains 8706 members 
Mstep: Class 31 contains 4925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695440.000000 Penalty: 106611.812500
Iteration 114Q: 31 clusters Score -1.576954e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 135292 members 
Mstep: Class 3 contains 27865 members 
Mstep: Class 4 contains 63360 members 
Mstep: Class 5 contains 24188 members 
Mstep: Class 6 contains 15473 members 
Mstep: Class 7 contains 223955 members 
Mstep: Class 8 contains 96532 members 
Mstep: Class 9 contains 308020 members 
Mstep: Class 10 contains 13811 members 
Mstep: Class 11 contains 220140 members 
Mstep: Class 12 contains 226678 members 
Mstep: Class 13 contains 22639 members 
Mstep: Class 14 contains 22065 members 
Mstep: Class 16 contains 8536 members 
Mstep: Class 17 contains 17711 members 
Mstep: Class 18 contains 10370 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 101432 members 
Mstep: Class 21 contains 11501 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 4472 members 
Mstep: Class 25 contains 15528 members 
Mstep: Class 26 contains 39225 members 
Mstep: Class 27 contains 3576 members 
Mstep: Class 28 contains 10397 members 
Mstep: Class 29 contains 12682 members 
Mstep: Class 30 contains 8710 members 
Mstep: Class 31 contains 4925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695584.000000 Penalty: 106611.812500
Iteration 115Q: 31 clusters Score -1.576956e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 135274 members 
Mstep: Class 3 contains 27871 members 
Mstep: Class 4 contains 63367 members 
Mstep: Class 5 contains 24191 members 
Mstep: Class 6 contains 15467 members 
Mstep: Class 7 contains 223936 members 
Mstep: Class 8 contains 96551 members 
Mstep: Class 9 contains 308003 members 
Mstep: Class 10 contains 13810 members 
Mstep: Class 11 contains 220131 members 
Mstep: Class 12 contains 226674 members 
Mstep: Class 13 contains 22655 members 
Mstep: Class 14 contains 22066 members 
Mstep: Class 16 contains 8508 members 
Mstep: Class 17 contains 17709 members 
Mstep: Class 18 contains 10376 members 
Mstep: Class 19 contains 3894 members 
Mstep: Class 20 contains 101432 members 
Mstep: Class 21 contains 11506 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 4485 members 
Mstep: Class 25 contains 15526 members 
Mstep: Class 26 contains 39170 members 
Mstep: Class 27 contains 3593 members 
Mstep: Class 28 contains 10398 members 
Mstep: Class 29 contains 12691 members 
Mstep: Class 30 contains 8712 members 
Mstep: Class 31 contains 4924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695696.000000 Penalty: 106611.812500
Iteration 116Q: 31 clusters Score -1.576957e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 135264 members 
Mstep: Class 3 contains 27876 members 
Mstep: Class 4 contains 63363 members 
Mstep: Class 5 contains 24201 members 
Mstep: Class 6 contains 15459 members 
Mstep: Class 7 contains 223926 members 
Mstep: Class 8 contains 96545 members 
Mstep: Class 9 contains 307995 members 
Mstep: Class 10 contains 13808 members 
Mstep: Class 11 contains 220113 members 
Mstep: Class 12 contains 226671 members 
Mstep: Class 13 contains 22674 members 
Mstep: Class 14 contains 22068 members 
Mstep: Class 16 contains 8477 members 
Mstep: Class 17 contains 17711 members 
Mstep: Class 18 contains 10382 members 
Mstep: Class 19 contains 3918 members 
Mstep: Class 20 contains 101430 members 
Mstep: Class 21 contains 11514 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 4490 members 
Mstep: Class 25 contains 15525 members 
Mstep: Class 26 contains 39105 members 
Mstep: Class 27 contains 3610 members 
Mstep: Class 28 contains 10395 members 
Mstep: Class 29 contains 12715 members 
Mstep: Class 30 contains 8713 members 
Mstep: Class 31 contains 4925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695632.000000 Penalty: 106611.812500
Iteration 117Q: 31 clusters Score -1.576956e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 135251 members 
Mstep: Class 3 contains 27882 members 
Mstep: Class 4 contains 63367 members 
Mstep: Class 5 contains 24214 members 
Mstep: Class 6 contains 15460 members 
Mstep: Class 7 contains 223915 members 
Mstep: Class 8 contains 96559 members 
Mstep: Class 9 contains 307983 members 
Mstep: Class 10 contains 13804 members 
Mstep: Class 11 contains 220082 members 
Mstep: Class 12 contains 226668 members 
Mstep: Class 13 contains 22699 members 
Mstep: Class 14 contains 22070 members 
Mstep: Class 16 contains 8457 members 
Mstep: Class 17 contains 17708 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 3933 members 
Mstep: Class 20 contains 101428 members 
Mstep: Class 21 contains 11526 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2142 members 
Mstep: Class 24 contains 4497 members 
Mstep: Class 25 contains 15524 members 
Mstep: Class 26 contains 39045 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 10397 members 
Mstep: Class 29 contains 12728 members 
Mstep: Class 30 contains 8713 members 
Mstep: Class 31 contains 4924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695824.000000 Penalty: 106611.812500
Iteration 118Q: 31 clusters Score -1.576958e+08 nChanged 257
Entering ConstructFrom: 
Score: -157695824.000000 Penalty: 106611.812500
Entering ConstructFrom: 
Trying to split cluster 1 (9050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Entering Unmasked Estep 
Score: -852793.812500 Penalty: 2259.408936
	Iteration 0F: 2 clusters Score -852793.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -845710.812500 Penalty: 4518.817871
	Iteration 0F: 3 clusters Score -845710.8 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -847687.812500 Penalty: 4518.817871
	Iteration 1F: 3 clusters Score -847687.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -848055.187500 Penalty: 4518.817871
	Iteration 2F: 3 clusters Score -848055.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -848369.062500 Penalty: 4518.817871
	Iteration 3F: 3 clusters Score -848369.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -848633.125000 Penalty: 4518.817871
	Iteration 4F: 3 clusters Score -848633.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -848867.437500 Penalty: 4518.817871
	Iteration 5Q: 3 clusters Score -848867.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -849111.625000 Penalty: 4518.817871
	Iteration 6Q: 3 clusters Score -849111.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -849355.062500 Penalty: 4518.817871
	Iteration 7Q: 3 clusters Score -849355.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -849613.250000 Penalty: 4518.817871
	Iteration 8Q: 3 clusters Score -849613.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -849840.687500 Penalty: 4518.817871
	Iteration 9Q: 3 clusters Score -849840.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -850043.000000 Penalty: 4518.817871
	Iteration 10Q: 3 clusters Score -850043 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -850231.250000 Penalty: 4518.817871
	Iteration 11Q: 3 clusters Score -850231.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -850428.375000 Penalty: 4518.817871
	Iteration 12Q: 3 clusters Score -850428.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -850632.500000 Penalty: 4518.817871
	Iteration 13Q: 3 clusters Score -850632.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -850848.062500 Penalty: 4518.817871
	Iteration 14Q: 3 clusters Score -850848.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -851036.937500 Penalty: 4518.817871
	Iteration 15Q: 3 clusters Score -851036.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -851175.937500 Penalty: 4518.817871
	Iteration 16Q: 3 clusters Score -851175.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -851281.750000 Penalty: 4518.817871
	Iteration 17Q: 3 clusters Score -851281.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -851363.500000 Penalty: 4518.817871
	Iteration 18Q: 3 clusters Score -851363.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -851436.312500 Penalty: 4518.817871
	Iteration 19Q: 3 clusters Score -851436.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -851500.625000 Penalty: 4518.817871
	Iteration 20F: 3 clusters Score -851500.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -851546.562500 Penalty: 4518.817871
	Iteration 21Q: 3 clusters Score -851546.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -851580.125000 Penalty: 4518.817871
	Iteration 22Q: 3 clusters Score -851580.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -851612.187500 Penalty: 4518.817871
	Iteration 23Q: 3 clusters Score -851612.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -851630.625000 Penalty: 4518.817871
	Iteration 24Q: 3 clusters Score -851630.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -851643.625000 Penalty: 4518.817871
	Iteration 25Q: 3 clusters Score -851643.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -851654.437500 Penalty: 4518.817871
	Iteration 26Q: 3 clusters Score -851654.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -851668.125000 Penalty: 4518.817871
	Iteration 27Q: 3 clusters Score -851668.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -851675.687500 Penalty: 4518.817871
	Iteration 28Q: 3 clusters Score -851675.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -851679.437500 Penalty: 4518.817871
	Iteration 29Q: 3 clusters Score -851679.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -851679.562500 Penalty: 4518.817871
	Iteration 30Q: 3 clusters Score -851679.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -851686.375000 Penalty: 4518.817871
	Iteration 31Q: 3 clusters Score -851686.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -851687.812500 Penalty: 4518.817871
	Iteration 32Q: 3 clusters Score -851687.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -851690.937500 Penalty: 4518.817871
	Iteration 33Q: 3 clusters Score -851690.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -851695.562500 Penalty: 4518.817871
	Iteration 34Q: 3 clusters Score -851695.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -851696.187500 Penalty: 4518.817871
	Iteration 35Q: 3 clusters Score -851696.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -851697.937500 Penalty: 4518.817871
	Iteration 36Q: 3 clusters Score -851697.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -851700.687500 Penalty: 4518.817871
	Iteration 37Q: 3 clusters Score -851700.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -851700.250000 Penalty: 4518.817871
	Iteration 38Q: 3 clusters Score -851700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -851700.937500 Penalty: 4518.817871
	Iteration 39Q: 3 clusters Score -851700.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -851700.937500 Penalty: 4518.817871
	Iteration 40F: 3 clusters Score -851700.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (135234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135234 members 
Entering Unmasked Estep 
Score: -13103093.000000 Penalty: 2930.061035
	Iteration 0F: 2 clusters Score -1.310309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 67591 members 
Entering Unmasked Estep 
Score: -13012474.000000 Penalty: 5860.122070
	Iteration 0F: 3 clusters Score -1.301247e+07 nChanged 64660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68963 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -13049824.000000 Penalty: 5860.122070
	Iteration 1F: 3 clusters Score -1.304982e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70029 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -13051566.000000 Penalty: 5860.122070
	Iteration 2Q: 3 clusters Score -1.305157e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71824 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -13054211.000000 Penalty: 5860.122070
	Iteration 3Q: 3 clusters Score -1.305421e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74796 members 
Mstep: Class 2 contains 60438 members 
Entering Unmasked Estep 
Score: -13057545.000000 Penalty: 5860.122070
	Iteration 4F: 3 clusters Score -1.305754e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79311 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -13061849.000000 Penalty: 5860.122070
	Iteration 5F: 3 clusters Score -1.306185e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85367 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -13067311.000000 Penalty: 5860.122070
	Iteration 6F: 3 clusters Score -1.306731e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92804 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -13074359.000000 Penalty: 5860.122070
	Iteration 7F: 3 clusters Score -1.307436e+07 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100396 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -13081984.000000 Penalty: 5860.122070
	Iteration 8F: 3 clusters Score -1.308198e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106855 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -13088195.000000 Penalty: 5860.122070
	Iteration 9F: 3 clusters Score -1.30882e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111822 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -13092216.000000 Penalty: 5860.122070
	Iteration 10Q: 3 clusters Score -1.309222e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115672 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -13094780.000000 Penalty: 5860.122070
	Iteration 11Q: 3 clusters Score -1.309478e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118835 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -13096659.000000 Penalty: 5860.122070
	Iteration 12Q: 3 clusters Score -1.309666e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121485 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -13098191.000000 Penalty: 5860.122070
	Iteration 13Q: 3 clusters Score -1.309819e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123599 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -13099407.000000 Penalty: 5860.122070
	Iteration 14Q: 3 clusters Score -1.309941e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125319 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -13100488.000000 Penalty: 5860.122070
	Iteration 15Q: 3 clusters Score -1.310049e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126668 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -13101299.000000 Penalty: 5860.122070
	Iteration 16Q: 3 clusters Score -1.31013e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127684 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -13101929.000000 Penalty: 5860.122070
	Iteration 17Q: 3 clusters Score -1.310193e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128471 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -13102456.000000 Penalty: 5860.122070
	Iteration 18Q: 3 clusters Score -1.310246e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129095 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -13102886.000000 Penalty: 5860.122070
	Iteration 19Q: 3 clusters Score -1.310289e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129559 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -13103094.000000 Penalty: 5860.122070
	Iteration 20F: 3 clusters Score -1.310309e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129896 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -13103217.000000 Penalty: 5860.122070
	Iteration 21Q: 3 clusters Score -1.310322e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130127 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -13103299.000000 Penalty: 5860.122070
	Iteration 22Q: 3 clusters Score -1.31033e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130307 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -13103326.000000 Penalty: 5860.122070
	Iteration 23Q: 3 clusters Score -1.310333e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130458 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -13103368.000000 Penalty: 5860.122070
	Iteration 24Q: 3 clusters Score -1.310337e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130558 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -13103364.000000 Penalty: 5860.122070
	Iteration 25Q: 3 clusters Score -1.310336e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130654 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -13103377.000000 Penalty: 5860.122070
	Iteration 26Q: 3 clusters Score -1.310338e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130723 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -13103412.000000 Penalty: 5860.122070
	Iteration 27Q: 3 clusters Score -1.310341e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130766 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -13103428.000000 Penalty: 5860.122070
	Iteration 28Q: 3 clusters Score -1.310343e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130800 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -13103434.000000 Penalty: 5860.122070
	Iteration 29Q: 3 clusters Score -1.310343e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130824 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -13103441.000000 Penalty: 5860.122070
	Iteration 30Q: 3 clusters Score -1.310344e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130836 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -13103434.000000 Penalty: 5860.122070
	Iteration 31Q: 3 clusters Score -1.310343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130847 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -13103442.000000 Penalty: 5860.122070
	Iteration 32Q: 3 clusters Score -1.310344e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130860 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -13103433.000000 Penalty: 5860.122070
	Iteration 33Q: 3 clusters Score -1.310343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130871 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -13103441.000000 Penalty: 5860.122070
	Iteration 34Q: 3 clusters Score -1.310344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130877 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -13103441.000000 Penalty: 5860.122070
	Iteration 35Q: 3 clusters Score -1.310344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130882 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -13103448.000000 Penalty: 5860.122070
	Iteration 36Q: 3 clusters Score -1.310345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130885 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -13103448.000000 Penalty: 5860.122070
	Iteration 37Q: 3 clusters Score -1.310345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130886 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -13103450.000000 Penalty: 5860.122070
	Iteration 38Q: 3 clusters Score -1.310345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130886 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -13103450.000000 Penalty: 5860.122070
	Iteration 39F: 3 clusters Score -1.310345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 130886 members 
Mstep: Class 3 contains 27887 members 
Mstep: Class 4 contains 63364 members 
Mstep: Class 5 contains 24226 members 
Mstep: Class 6 contains 15461 members 
Mstep: Class 7 contains 223906 members 
Mstep: Class 8 contains 96571 members 
Mstep: Class 9 contains 307967 members 
Mstep: Class 10 contains 13801 members 
Mstep: Class 11 contains 220069 members 
Mstep: Class 12 contains 226666 members 
Mstep: Class 13 contains 22721 members 
Mstep: Class 14 contains 22072 members 
Mstep: Class 15 contains 4348 members 
Mstep: Class 16 contains 8433 members 
Mstep: Class 17 contains 17708 members 
Mstep: Class 18 contains 10390 members 
Mstep: Class 19 contains 3949 members 
Mstep: Class 20 contains 101427 members 
Mstep: Class 21 contains 11531 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 4501 members 
Mstep: Class 25 contains 15526 members 
Mstep: Class 26 contains 38979 members 
Mstep: Class 27 contains 3629 members 
Mstep: Class 28 contains 10404 members 
Mstep: Class 29 contains 12750 members 
Mstep: Class 30 contains 8713 members 
Mstep: Class 31 contains 4929 members 
Entering Unmasked Estep 
Score: -157695408.000000 Penalty: 110165.539062
Splitting cluster 2 changes total score from -157695824.000000 to -157695408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (27887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Entering Unmasked Estep 
Score: -2689515.750000 Penalty: 2538.507324
	Iteration 0F: 2 clusters Score -2689516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2670385.500000 Penalty: 5077.014648
	Iteration 0F: 3 clusters Score -2670386 nChanged 12438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2677199.750000 Penalty: 5077.014648
	Iteration 1F: 3 clusters Score -2677200 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2677870.250000 Penalty: 5077.014648
	Iteration 2F: 3 clusters Score -2677870 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2678670.000000 Penalty: 5077.014648
	Iteration 3F: 3 clusters Score -2678670 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2679698.250000 Penalty: 5077.014648
	Iteration 4F: 3 clusters Score -2679698 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2680976.250000 Penalty: 5077.014648
	Iteration 5F: 3 clusters Score -2680976 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2682415.000000 Penalty: 5077.014648
	Iteration 6F: 3 clusters Score -2682415 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2683914.250000 Penalty: 5077.014648
	Iteration 7F: 3 clusters Score -2683914 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2685316.500000 Penalty: 5077.014648
	Iteration 8F: 3 clusters Score -2685316 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2686243.000000 Penalty: 5077.014648
	Iteration 9Q: 3 clusters Score -2686243 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2686811.000000 Penalty: 5077.014648
	Iteration 10Q: 3 clusters Score -2686811 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2687081.500000 Penalty: 5077.014648
	Iteration 11Q: 3 clusters Score -2687082 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -2687233.250000 Penalty: 5077.014648
	Iteration 12Q: 3 clusters Score -2687233 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2687324.750000 Penalty: 5077.014648
	Iteration 13Q: 3 clusters Score -2687325 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2687378.000000 Penalty: 5077.014648
	Iteration 14Q: 3 clusters Score -2687378 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2687420.750000 Penalty: 5077.014648
	Iteration 15Q: 3 clusters Score -2687421 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2687455.250000 Penalty: 5077.014648
	Iteration 16Q: 3 clusters Score -2687455 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2687472.000000 Penalty: 5077.014648
	Iteration 17Q: 3 clusters Score -2687472 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2687494.000000 Penalty: 5077.014648
	Iteration 18Q: 3 clusters Score -2687494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2687498.500000 Penalty: 5077.014648
	Iteration 19Q: 3 clusters Score -2687498 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -2687503.000000 Penalty: 5077.014648
	Iteration 20F: 3 clusters Score -2687503 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2687507.000000 Penalty: 5077.014648
	Iteration 21Q: 3 clusters Score -2687507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -2687505.250000 Penalty: 5077.014648
	Iteration 22Q: 3 clusters Score -2687505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2687517.750000 Penalty: 5077.014648
	Iteration 23Q: 3 clusters Score -2687518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -2687524.250000 Penalty: 5077.014648
	Iteration 24Q: 3 clusters Score -2687524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2687519.000000 Penalty: 5077.014648
	Iteration 25Q: 3 clusters Score -2687519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2687528.000000 Penalty: 5077.014648
	Iteration 26Q: 3 clusters Score -2687528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2687525.250000 Penalty: 5077.014648
	Iteration 27Q: 3 clusters Score -2687525 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -2687529.750000 Penalty: 5077.014648
	Iteration 28Q: 3 clusters Score -2687530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2687535.250000 Penalty: 5077.014648
	Iteration 29Q: 3 clusters Score -2687535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2687532.500000 Penalty: 5077.014648
	Iteration 30Q: 3 clusters Score -2687532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2687535.750000 Penalty: 5077.014648
	Iteration 31Q: 3 clusters Score -2687536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -2687535.500000 Penalty: 5077.014648
	Iteration 32Q: 3 clusters Score -2687536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -2687538.500000 Penalty: 5077.014648
	Iteration 33Q: 3 clusters Score -2687538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2687539.500000 Penalty: 5077.014648
	Iteration 34Q: 3 clusters Score -2687540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2687542.750000 Penalty: 5077.014648
	Iteration 35Q: 3 clusters Score -2687543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -2687543.750000 Penalty: 5077.014648
	Iteration 36Q: 3 clusters Score -2687544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -2687542.250000 Penalty: 5077.014648
	Iteration 37Q: 3 clusters Score -2687542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2687547.500000 Penalty: 5077.014648
	Iteration 38Q: 3 clusters Score -2687548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2687549.000000 Penalty: 5077.014648
	Iteration 39Q: 3 clusters Score -2687549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -2687550.500000 Penalty: 5077.014648
	Iteration 40F: 3 clusters Score -2687550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2687549.250000 Penalty: 5077.014648
	Iteration 41Q: 3 clusters Score -2687549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -2687550.750000 Penalty: 5077.014648
	Iteration 42Q: 3 clusters Score -2687551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -2687547.000000 Penalty: 5077.014648
	Iteration 43Q: 3 clusters Score -2687547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2687546.500000 Penalty: 5077.014648
	Iteration 44Q: 3 clusters Score -2687546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -2687551.750000 Penalty: 5077.014648
	Iteration 45Q: 3 clusters Score -2687552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -2687552.250000 Penalty: 5077.014648
	Iteration 46Q: 3 clusters Score -2687552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -2687556.750000 Penalty: 5077.014648
	Iteration 47Q: 3 clusters Score -2687557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -2687556.000000 Penalty: 5077.014648
	Iteration 48Q: 3 clusters Score -2687556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -2687551.750000 Penalty: 5077.014648
	Iteration 49Q: 3 clusters Score -2687552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -2687555.000000 Penalty: 5077.014648
	Iteration 50Q: 3 clusters Score -2687555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2687557.500000 Penalty: 5077.014648
	Iteration 51Q: 3 clusters Score -2687558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -2687560.750000 Penalty: 5077.014648
	Iteration 52Q: 3 clusters Score -2687561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -2687566.000000 Penalty: 5077.014648
	Iteration 53Q: 3 clusters Score -2687566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2687564.250000 Penalty: 5077.014648
	Iteration 54Q: 3 clusters Score -2687564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -2687569.000000 Penalty: 5077.014648
	Iteration 55Q: 3 clusters Score -2687569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -2687570.750000 Penalty: 5077.014648
	Iteration 56Q: 3 clusters Score -2687571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -2687567.750000 Penalty: 5077.014648
	Iteration 57Q: 3 clusters Score -2687568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -2687569.750000 Penalty: 5077.014648
	Iteration 58Q: 3 clusters Score -2687570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -2687569.750000 Penalty: 5077.014648
	Iteration 59Q: 3 clusters Score -2687570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -2687569.500000 Penalty: 5077.014648
	Iteration 60F: 3 clusters Score -2687570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2687571.750000 Penalty: 5077.014648
	Iteration 61Q: 3 clusters Score -2687572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -2687568.250000 Penalty: 5077.014648
	Iteration 62Q: 3 clusters Score -2687568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -2687562.500000 Penalty: 5077.014648
	Iteration 63Q: 3 clusters Score -2687562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -2687566.250000 Penalty: 5077.014648
	Iteration 64Q: 3 clusters Score -2687566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -2687566.750000 Penalty: 5077.014648
	Iteration 65Q: 3 clusters Score -2687567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2687568.500000 Penalty: 5077.014648
	Iteration 66Q: 3 clusters Score -2687568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -2687569.500000 Penalty: 5077.014648
	Iteration 67Q: 3 clusters Score -2687570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -2687564.000000 Penalty: 5077.014648
	Iteration 68Q: 3 clusters Score -2687564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -2687566.000000 Penalty: 5077.014648
	Iteration 69Q: 3 clusters Score -2687566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -2687563.250000 Penalty: 5077.014648
	Iteration 70Q: 3 clusters Score -2687563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -2687570.250000 Penalty: 5077.014648
	Iteration 71Q: 3 clusters Score -2687570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -2687571.000000 Penalty: 5077.014648
	Iteration 72Q: 3 clusters Score -2687571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2687565.750000 Penalty: 5077.014648
	Iteration 73Q: 3 clusters Score -2687566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -2687563.500000 Penalty: 5077.014648
	Iteration 74Q: 3 clusters Score -2687564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -2687566.500000 Penalty: 5077.014648
	Iteration 75Q: 3 clusters Score -2687566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -2687565.000000 Penalty: 5077.014648
	Iteration 76Q: 3 clusters Score -2687565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2687568.000000 Penalty: 5077.014648
	Iteration 77Q: 3 clusters Score -2687568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2687564.750000 Penalty: 5077.014648
	Iteration 78Q: 3 clusters Score -2687565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -2687569.500000 Penalty: 5077.014648
	Iteration 79Q: 3 clusters Score -2687570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2687571.500000 Penalty: 5077.014648
	Iteration 80F: 3 clusters Score -2687572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2687570.000000 Penalty: 5077.014648
	Iteration 81Q: 3 clusters Score -2687570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -2687571.750000 Penalty: 5077.014648
	Iteration 82Q: 3 clusters Score -2687572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2687576.250000 Penalty: 5077.014648
	Iteration 83Q: 3 clusters Score -2687576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -2687579.250000 Penalty: 5077.014648
	Iteration 84Q: 3 clusters Score -2687579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -2687585.000000 Penalty: 5077.014648
	Iteration 85Q: 3 clusters Score -2687585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -2687582.250000 Penalty: 5077.014648
	Iteration 86Q: 3 clusters Score -2687582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -2687587.250000 Penalty: 5077.014648
	Iteration 87Q: 3 clusters Score -2687587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2687588.500000 Penalty: 5077.014648
	Iteration 88Q: 3 clusters Score -2687588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2687588.250000 Penalty: 5077.014648
	Iteration 89Q: 3 clusters Score -2687588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -2687591.000000 Penalty: 5077.014648
	Iteration 90Q: 3 clusters Score -2687591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2687591.500000 Penalty: 5077.014648
	Iteration 91Q: 3 clusters Score -2687592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -2687593.250000 Penalty: 5077.014648
	Iteration 92Q: 3 clusters Score -2687593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -2687595.000000 Penalty: 5077.014648
	Iteration 93Q: 3 clusters Score -2687595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -2687590.500000 Penalty: 5077.014648
	Iteration 94Q: 3 clusters Score -2687590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -2687589.250000 Penalty: 5077.014648
	Iteration 95Q: 3 clusters Score -2687589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -2687593.250000 Penalty: 5077.014648
	Iteration 96Q: 3 clusters Score -2687593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -2687588.250000 Penalty: 5077.014648
	Iteration 97Q: 3 clusters Score -2687588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2687589.250000 Penalty: 5077.014648
	Iteration 98Q: 3 clusters Score -2687589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -2687590.250000 Penalty: 5077.014648
	Iteration 99Q: 3 clusters Score -2687590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -2687591.000000 Penalty: 5077.014648
	Iteration 100F: 3 clusters Score -2687591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -2687591.750000 Penalty: 5077.014648
	Iteration 101Q: 3 clusters Score -2687592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -2687597.000000 Penalty: 5077.014648
	Iteration 102Q: 3 clusters Score -2687597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2687597.500000 Penalty: 5077.014648
	Iteration 103Q: 3 clusters Score -2687598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -2687596.500000 Penalty: 5077.014648
	Iteration 104Q: 3 clusters Score -2687596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -2687599.000000 Penalty: 5077.014648
	Iteration 105Q: 3 clusters Score -2687599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -2687601.000000 Penalty: 5077.014648
	Iteration 106Q: 3 clusters Score -2687601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -2687603.000000 Penalty: 5077.014648
	Iteration 107Q: 3 clusters Score -2687603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2687601.250000 Penalty: 5077.014648
	Iteration 108Q: 3 clusters Score -2687601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -2687605.750000 Penalty: 5077.014648
	Iteration 109Q: 3 clusters Score -2687606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -2687611.250000 Penalty: 5077.014648
	Iteration 110Q: 3 clusters Score -2687611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -2687609.500000 Penalty: 5077.014648
	Iteration 111Q: 3 clusters Score -2687610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -2687613.750000 Penalty: 5077.014648
	Iteration 112Q: 3 clusters Score -2687614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -2687611.750000 Penalty: 5077.014648
	Iteration 113Q: 3 clusters Score -2687612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -2687619.250000 Penalty: 5077.014648
	Iteration 114Q: 3 clusters Score -2687619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2687616.250000 Penalty: 5077.014648
	Iteration 115Q: 3 clusters Score -2687616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -2687614.000000 Penalty: 5077.014648
	Iteration 116Q: 3 clusters Score -2687614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -2687613.000000 Penalty: 5077.014648
	Iteration 117Q: 3 clusters Score -2687613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -2687614.250000 Penalty: 5077.014648
	Iteration 118Q: 3 clusters Score -2687614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2687616.500000 Penalty: 5077.014648
	Iteration 119Q: 3 clusters Score -2687616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -2687619.000000 Penalty: 5077.014648
	Iteration 120F: 3 clusters Score -2687619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -2687616.000000 Penalty: 5077.014648
	Iteration 121Q: 3 clusters Score -2687616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2687616.250000 Penalty: 5077.014648
	Iteration 122Q: 3 clusters Score -2687616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2687615.000000 Penalty: 5077.014648
	Iteration 123Q: 3 clusters Score -2687615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -2687613.500000 Penalty: 5077.014648
	Iteration 124Q: 3 clusters Score -2687614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -2687615.000000 Penalty: 5077.014648
	Iteration 125Q: 3 clusters Score -2687615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -2687614.750000 Penalty: 5077.014648
	Iteration 126Q: 3 clusters Score -2687615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2687616.000000 Penalty: 5077.014648
	Iteration 127Q: 3 clusters Score -2687616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2687616.000000 Penalty: 5077.014648
	Iteration 128F: 3 clusters Score -2687616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (63364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Entering Unmasked Estep 
Score: -6151577.500000 Penalty: 2742.049561
	Iteration 0F: 2 clusters Score -6151578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -6108980.000000 Penalty: 5484.099121
	Iteration 0F: 3 clusters Score -6108980 nChanged 29468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -6125759.500000 Penalty: 5484.099121
	Iteration 1F: 3 clusters Score -6125760 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -6126849.000000 Penalty: 5484.099121
	Iteration 2Q: 3 clusters Score -6126849 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -6128461.500000 Penalty: 5484.099121
	Iteration 3F: 3 clusters Score -6128462 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -6130981.000000 Penalty: 5484.099121
	Iteration 4F: 3 clusters Score -6130981 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -6135002.000000 Penalty: 5484.099121
	Iteration 5F: 3 clusters Score -6135002 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -6139982.500000 Penalty: 5484.099121
	Iteration 6F: 3 clusters Score -6139982 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -6144392.500000 Penalty: 5484.099121
	Iteration 7F: 3 clusters Score -6144392 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
Score: -6147182.500000 Penalty: 5484.099121
	Iteration 8Q: 3 clusters Score -6147182 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 60730 members 
Entering Unmasked Estep 
Score: -6148873.000000 Penalty: 5484.099121
	Iteration 9Q: 3 clusters Score -6148873 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 60920 members 
Entering Unmasked Estep 
Score: -6149941.000000 Penalty: 5484.099121
	Iteration 10Q: 3 clusters Score -6149941 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -6150371.500000 Penalty: 5484.099121
	Iteration 11Q: 3 clusters Score -6150372 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -6150535.500000 Penalty: 5484.099121
	Iteration 12Q: 3 clusters Score -6150536 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -6150645.000000 Penalty: 5484.099121
	Iteration 13Q: 3 clusters Score -6150645 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
Score: -6150688.500000 Penalty: 5484.099121
	Iteration 14Q: 3 clusters Score -6150688 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -6150705.000000 Penalty: 5484.099121
	Iteration 15Q: 3 clusters Score -6150705 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -6150721.500000 Penalty: 5484.099121
	Iteration 16Q: 3 clusters Score -6150722 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -6150756.000000 Penalty: 5484.099121
	Iteration 17Q: 3 clusters Score -6150756 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -6150797.500000 Penalty: 5484.099121
	Iteration 18Q: 3 clusters Score -6150798 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 59869 members 
Entering Unmasked Estep 
Score: -6150821.500000 Penalty: 5484.099121
	Iteration 19Q: 3 clusters Score -6150822 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 59778 members 
Entering Unmasked Estep 
Score: -6150845.000000 Penalty: 5484.099121
	Iteration 20F: 3 clusters Score -6150845 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 59688 members 
Entering Unmasked Estep 
Score: -6150867.500000 Penalty: 5484.099121
	Iteration 21Q: 3 clusters Score -6150868 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
Score: -6150883.000000 Penalty: 5484.099121
	Iteration 22Q: 3 clusters Score -6150883 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -6150891.500000 Penalty: 5484.099121
	Iteration 23Q: 3 clusters Score -6150892 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
Score: -6150907.000000 Penalty: 5484.099121
	Iteration 24Q: 3 clusters Score -6150907 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -6150911.000000 Penalty: 5484.099121
	Iteration 25Q: 3 clusters Score -6150911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -6150905.500000 Penalty: 5484.099121
	Iteration 26Q: 3 clusters Score -6150906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -6150920.000000 Penalty: 5484.099121
	Iteration 27Q: 3 clusters Score -6150920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 59363 members 
Entering Unmasked Estep 
Score: -6150918.000000 Penalty: 5484.099121
	Iteration 28Q: 3 clusters Score -6150918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -6150941.000000 Penalty: 5484.099121
	Iteration 29Q: 3 clusters Score -6150941 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 59289 members 
Entering Unmasked Estep 
Score: -6150953.500000 Penalty: 5484.099121
	Iteration 30Q: 3 clusters Score -6150954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -6150969.500000 Penalty: 5484.099121
	Iteration 31Q: 3 clusters Score -6150970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -6150950.000000 Penalty: 5484.099121
	Iteration 32Q: 3 clusters Score -6150950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -6150962.500000 Penalty: 5484.099121
	Iteration 33Q: 3 clusters Score -6150962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -6150971.500000 Penalty: 5484.099121
	Iteration 34Q: 3 clusters Score -6150972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -6150975.500000 Penalty: 5484.099121
	Iteration 35Q: 3 clusters Score -6150976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -6150966.500000 Penalty: 5484.099121
	Iteration 36Q: 3 clusters Score -6150966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
Score: -6150959.500000 Penalty: 5484.099121
	Iteration 37Q: 3 clusters Score -6150960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 58922 members 
Entering Unmasked Estep 
Score: -6150968.000000 Penalty: 5484.099121
	Iteration 38Q: 3 clusters Score -6150968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -6150967.500000 Penalty: 5484.099121
	Iteration 39Q: 3 clusters Score -6150968 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -6150962.000000 Penalty: 5484.099121
	Iteration 40F: 3 clusters Score -6150962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -6150972.500000 Penalty: 5484.099121
	Iteration 41Q: 3 clusters Score -6150972 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -6150977.000000 Penalty: 5484.099121
	Iteration 42Q: 3 clusters Score -6150977 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -6150984.000000 Penalty: 5484.099121
	Iteration 43Q: 3 clusters Score -6150984 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 58610 members 
Entering Unmasked Estep 
Score: -6150989.000000 Penalty: 5484.099121
	Iteration 44Q: 3 clusters Score -6150989 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -6151002.500000 Penalty: 5484.099121
	Iteration 45Q: 3 clusters Score -6151002 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -6151025.500000 Penalty: 5484.099121
	Iteration 46Q: 3 clusters Score -6151026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -6151022.000000 Penalty: 5484.099121
	Iteration 47Q: 3 clusters Score -6151022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -6151020.000000 Penalty: 5484.099121
	Iteration 48Q: 3 clusters Score -6151020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -6151031.500000 Penalty: 5484.099121
	Iteration 49Q: 3 clusters Score -6151032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -6151036.500000 Penalty: 5484.099121
	Iteration 50Q: 3 clusters Score -6151036 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 58255 members 
Entering Unmasked Estep 
Score: -6151042.000000 Penalty: 5484.099121
	Iteration 51Q: 3 clusters Score -6151042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 58208 members 
Entering Unmasked Estep 
Score: -6151066.000000 Penalty: 5484.099121
	Iteration 52Q: 3 clusters Score -6151066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -6151060.500000 Penalty: 5484.099121
	Iteration 53Q: 3 clusters Score -6151060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -6151064.000000 Penalty: 5484.099121
	Iteration 54Q: 3 clusters Score -6151064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -6151068.000000 Penalty: 5484.099121
	Iteration 55Q: 3 clusters Score -6151068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 58063 members 
Entering Unmasked Estep 
Score: -6151064.500000 Penalty: 5484.099121
	Iteration 56Q: 3 clusters Score -6151064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -6151069.500000 Penalty: 5484.099121
	Iteration 57Q: 3 clusters Score -6151070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -6151079.500000 Penalty: 5484.099121
	Iteration 58Q: 3 clusters Score -6151080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -6151064.000000 Penalty: 5484.099121
	Iteration 59Q: 3 clusters Score -6151064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -6151061.500000 Penalty: 5484.099121
	Iteration 60F: 3 clusters Score -6151062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -6151068.000000 Penalty: 5484.099121
	Iteration 61Q: 3 clusters Score -6151068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -6151076.500000 Penalty: 5484.099121
	Iteration 62Q: 3 clusters Score -6151076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 57966 members 
Entering Unmasked Estep 
Score: -6151071.000000 Penalty: 5484.099121
	Iteration 63Q: 3 clusters Score -6151071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -6151068.500000 Penalty: 5484.099121
	Iteration 64Q: 3 clusters Score -6151068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -6151066.000000 Penalty: 5484.099121
	Iteration 65Q: 3 clusters Score -6151066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -6151062.500000 Penalty: 5484.099121
	Iteration 66Q: 3 clusters Score -6151062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -6151064.000000 Penalty: 5484.099121
	Iteration 67Q: 3 clusters Score -6151064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -6151063.500000 Penalty: 5484.099121
	Iteration 68Q: 3 clusters Score -6151064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
Score: -6151061.000000 Penalty: 5484.099121
	Iteration 69Q: 3 clusters Score -6151061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -6151066.500000 Penalty: 5484.099121
	Iteration 70Q: 3 clusters Score -6151066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -6151066.500000 Penalty: 5484.099121
	Iteration 71F: 3 clusters Score -6151066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Entering Unmasked Estep 
Score: -2172483.750000 Penalty: 2503.604980
	Iteration 0F: 2 clusters Score -2172484 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 12082 members 
Entering Unmasked Estep 
Score: -2155692.750000 Penalty: 5007.209961
	Iteration 0F: 3 clusters Score -2155693 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2161561.500000 Penalty: 5007.209961
	Iteration 1F: 3 clusters Score -2161562 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2162070.500000 Penalty: 5007.209961
	Iteration 2F: 3 clusters Score -2162070 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2162600.000000 Penalty: 5007.209961
	Iteration 3F: 3 clusters Score -2162600 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2163161.000000 Penalty: 5007.209961
	Iteration 4Q: 3 clusters Score -2163161 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2163800.250000 Penalty: 5007.209961
	Iteration 5F: 3 clusters Score -2163800 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2164544.500000 Penalty: 5007.209961
	Iteration 6F: 3 clusters Score -2164544 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2165240.750000 Penalty: 5007.209961
	Iteration 7F: 3 clusters Score -2165241 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2165903.250000 Penalty: 5007.209961
	Iteration 8Q: 3 clusters Score -2165903 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2166465.750000 Penalty: 5007.209961
	Iteration 9Q: 3 clusters Score -2166466 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2166980.000000 Penalty: 5007.209961
	Iteration 10Q: 3 clusters Score -2166980 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2167515.750000 Penalty: 5007.209961
	Iteration 11Q: 3 clusters Score -2167516 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2168001.250000 Penalty: 5007.209961
	Iteration 12Q: 3 clusters Score -2168001 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2168524.250000 Penalty: 5007.209961
	Iteration 13Q: 3 clusters Score -2168524 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2168991.500000 Penalty: 5007.209961
	Iteration 14Q: 3 clusters Score -2168992 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2169375.250000 Penalty: 5007.209961
	Iteration 15Q: 3 clusters Score -2169375 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2169738.500000 Penalty: 5007.209961
	Iteration 16Q: 3 clusters Score -2169738 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2170051.750000 Penalty: 5007.209961
	Iteration 17Q: 3 clusters Score -2170052 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2170271.250000 Penalty: 5007.209961
	Iteration 18Q: 3 clusters Score -2170271 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2170416.500000 Penalty: 5007.209961
	Iteration 19Q: 3 clusters Score -2170416 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2170504.000000 Penalty: 5007.209961
	Iteration 20F: 3 clusters Score -2170504 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2170589.250000 Penalty: 5007.209961
	Iteration 21Q: 3 clusters Score -2170589 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2170656.000000 Penalty: 5007.209961
	Iteration 22Q: 3 clusters Score -2170656 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2170731.500000 Penalty: 5007.209961
	Iteration 23Q: 3 clusters Score -2170732 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2170812.000000 Penalty: 5007.209961
	Iteration 24Q: 3 clusters Score -2170812 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2170925.250000 Penalty: 5007.209961
	Iteration 25Q: 3 clusters Score -2170925 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2171039.000000 Penalty: 5007.209961
	Iteration 26Q: 3 clusters Score -2171039 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2171134.500000 Penalty: 5007.209961
	Iteration 27Q: 3 clusters Score -2171134 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2171180.500000 Penalty: 5007.209961
	Iteration 28Q: 3 clusters Score -2171180 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2171209.000000 Penalty: 5007.209961
	Iteration 29Q: 3 clusters Score -2171209 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2171232.750000 Penalty: 5007.209961
	Iteration 30Q: 3 clusters Score -2171233 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2171239.250000 Penalty: 5007.209961
	Iteration 31Q: 3 clusters Score -2171239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2171245.500000 Penalty: 5007.209961
	Iteration 32Q: 3 clusters Score -2171246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2171248.000000 Penalty: 5007.209961
	Iteration 33Q: 3 clusters Score -2171248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2171257.000000 Penalty: 5007.209961
	Iteration 34Q: 3 clusters Score -2171257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2171259.250000 Penalty: 5007.209961
	Iteration 35Q: 3 clusters Score -2171259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2171254.250000 Penalty: 5007.209961
	Iteration 36Q: 3 clusters Score -2171254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2171252.750000 Penalty: 5007.209961
	Iteration 37Q: 3 clusters Score -2171253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2171256.250000 Penalty: 5007.209961
	Iteration 38Q: 3 clusters Score -2171256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2171261.000000 Penalty: 5007.209961
	Iteration 39Q: 3 clusters Score -2171261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2171258.250000 Penalty: 5007.209961
	Iteration 40F: 3 clusters Score -2171258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2171262.750000 Penalty: 5007.209961
	Iteration 41Q: 3 clusters Score -2171263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2171262.500000 Penalty: 5007.209961
	Iteration 42Q: 3 clusters Score -2171262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2171264.000000 Penalty: 5007.209961
	Iteration 43Q: 3 clusters Score -2171264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2171261.250000 Penalty: 5007.209961
	Iteration 44Q: 3 clusters Score -2171261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2171263.750000 Penalty: 5007.209961
	Iteration 45Q: 3 clusters Score -2171264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2171265.500000 Penalty: 5007.209961
	Iteration 46Q: 3 clusters Score -2171266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2171265.500000 Penalty: 5007.209961
	Iteration 47F: 3 clusters Score -2171266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Entering Unmasked Estep 
Score: -1424210.250000 Penalty: 2392.226807
	Iteration 0F: 2 clusters Score -1424210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1413125.750000 Penalty: 4784.453613
	Iteration 0F: 3 clusters Score -1413126 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1416805.125000 Penalty: 4784.453613
	Iteration 1F: 3 clusters Score -1416805 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1417172.750000 Penalty: 4784.453613
	Iteration 2F: 3 clusters Score -1417173 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1417523.875000 Penalty: 4784.453613
	Iteration 3Q: 3 clusters Score -1417524 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1417886.500000 Penalty: 4784.453613
	Iteration 4Q: 3 clusters Score -1417886 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1418263.750000 Penalty: 4784.453613
	Iteration 5Q: 3 clusters Score -1418264 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1418641.375000 Penalty: 4784.453613
	Iteration 6Q: 3 clusters Score -1418641 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1419027.250000 Penalty: 4784.453613
	Iteration 7Q: 3 clusters Score -1419027 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1419392.250000 Penalty: 4784.453613
	Iteration 8Q: 3 clusters Score -1419392 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1419687.000000 Penalty: 4784.453613
	Iteration 9Q: 3 clusters Score -1419687 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1419913.875000 Penalty: 4784.453613
	Iteration 10Q: 3 clusters Score -1419914 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1420159.875000 Penalty: 4784.453613
	Iteration 11Q: 3 clusters Score -1420160 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1420374.625000 Penalty: 4784.453613
	Iteration 12Q: 3 clusters Score -1420375 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1420576.500000 Penalty: 4784.453613
	Iteration 13Q: 3 clusters Score -1420576 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1420790.375000 Penalty: 4784.453613
	Iteration 14Q: 3 clusters Score -1420790 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1421004.625000 Penalty: 4784.453613
	Iteration 15Q: 3 clusters Score -1421005 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1421265.875000 Penalty: 4784.453613
	Iteration 16Q: 3 clusters Score -1421266 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1421583.125000 Penalty: 4784.453613
	Iteration 17Q: 3 clusters Score -1421583 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1422005.500000 Penalty: 4784.453613
	Iteration 18Q: 3 clusters Score -1422006 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1422471.625000 Penalty: 4784.453613
	Iteration 19Q: 3 clusters Score -1422472 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1423084.250000 Penalty: 4784.453613
	Iteration 20F: 3 clusters Score -1423084 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1423777.875000 Penalty: 4784.453613
	Iteration 21Q: 3 clusters Score -1423778 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1424178.500000 Penalty: 4784.453613
	Iteration 22Q: 3 clusters Score -1424178 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1424404.875000 Penalty: 4784.453613
	Iteration 23Q: 3 clusters Score -1424405 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1424546.375000 Penalty: 4784.453613
	Iteration 24Q: 3 clusters Score -1424546 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1424649.375000 Penalty: 4784.453613
	Iteration 25Q: 3 clusters Score -1424649 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1424723.500000 Penalty: 4784.453613
	Iteration 26Q: 3 clusters Score -1424724 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1424778.250000 Penalty: 4784.453613
	Iteration 27Q: 3 clusters Score -1424778 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1424826.625000 Penalty: 4784.453613
	Iteration 28Q: 3 clusters Score -1424827 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1424878.625000 Penalty: 4784.453613
	Iteration 29Q: 3 clusters Score -1424879 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1424914.000000 Penalty: 4784.453613
	Iteration 30Q: 3 clusters Score -1424914 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1424968.000000 Penalty: 4784.453613
	Iteration 31Q: 3 clusters Score -1424968 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1425009.250000 Penalty: 4784.453613
	Iteration 32Q: 3 clusters Score -1425009 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1425032.750000 Penalty: 4784.453613
	Iteration 33Q: 3 clusters Score -1425033 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1425057.500000 Penalty: 4784.453613
	Iteration 34Q: 3 clusters Score -1425058 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1425088.250000 Penalty: 4784.453613
	Iteration 35Q: 3 clusters Score -1425088 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1425100.000000 Penalty: 4784.453613
	Iteration 36Q: 3 clusters Score -1425100 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1425116.125000 Penalty: 4784.453613
	Iteration 37Q: 3 clusters Score -1425116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1425141.625000 Penalty: 4784.453613
	Iteration 38Q: 3 clusters Score -1425142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1425157.375000 Penalty: 4784.453613
	Iteration 39Q: 3 clusters Score -1425157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1425190.250000 Penalty: 4784.453613
	Iteration 40F: 3 clusters Score -1425190 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1425224.625000 Penalty: 4784.453613
	Iteration 41Q: 3 clusters Score -1425225 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1425255.125000 Penalty: 4784.453613
	Iteration 42Q: 3 clusters Score -1425255 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1425284.750000 Penalty: 4784.453613
	Iteration 43Q: 3 clusters Score -1425285 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1425315.125000 Penalty: 4784.453613
	Iteration 44Q: 3 clusters Score -1425315 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1425334.875000 Penalty: 4784.453613
	Iteration 45Q: 3 clusters Score -1425335 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1425362.250000 Penalty: 4784.453613
	Iteration 46Q: 3 clusters Score -1425362 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1425383.375000 Penalty: 4784.453613
	Iteration 47Q: 3 clusters Score -1425383 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1425416.000000 Penalty: 4784.453613
	Iteration 48Q: 3 clusters Score -1425416 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1425441.250000 Penalty: 4784.453613
	Iteration 49Q: 3 clusters Score -1425441 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1425457.125000 Penalty: 4784.453613
	Iteration 50Q: 3 clusters Score -1425457 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1425475.750000 Penalty: 4784.453613
	Iteration 51Q: 3 clusters Score -1425476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1425488.125000 Penalty: 4784.453613
	Iteration 52Q: 3 clusters Score -1425488 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1425507.000000 Penalty: 4784.453613
	Iteration 53Q: 3 clusters Score -1425507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1425521.125000 Penalty: 4784.453613
	Iteration 54Q: 3 clusters Score -1425521 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1425529.625000 Penalty: 4784.453613
	Iteration 55Q: 3 clusters Score -1425530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1425536.875000 Penalty: 4784.453613
	Iteration 56Q: 3 clusters Score -1425537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1425547.250000 Penalty: 4784.453613
	Iteration 57Q: 3 clusters Score -1425547 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1425551.125000 Penalty: 4784.453613
	Iteration 58Q: 3 clusters Score -1425551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1425560.750000 Penalty: 4784.453613
	Iteration 59Q: 3 clusters Score -1425561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1425567.250000 Penalty: 4784.453613
	Iteration 60F: 3 clusters Score -1425567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1425564.500000 Penalty: 4784.453613
	Iteration 61Q: 3 clusters Score -1425564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1425580.625000 Penalty: 4784.453613
	Iteration 62Q: 3 clusters Score -1425581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1425581.625000 Penalty: 4784.453613
	Iteration 63Q: 3 clusters Score -1425582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1425578.625000 Penalty: 4784.453613
	Iteration 64Q: 3 clusters Score -1425579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1425581.625000 Penalty: 4784.453613
	Iteration 65Q: 3 clusters Score -1425582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1425583.875000 Penalty: 4784.453613
	Iteration 66Q: 3 clusters Score -1425584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1425586.750000 Penalty: 4784.453613
	Iteration 67Q: 3 clusters Score -1425587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1425588.875000 Penalty: 4784.453613
	Iteration 68Q: 3 clusters Score -1425589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1425594.375000 Penalty: 4784.453613
	Iteration 69Q: 3 clusters Score -1425594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1425591.750000 Penalty: 4784.453613
	Iteration 70Q: 3 clusters Score -1425592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1425599.250000 Penalty: 4784.453613
	Iteration 71Q: 3 clusters Score -1425599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1425606.375000 Penalty: 4784.453613
	Iteration 72Q: 3 clusters Score -1425606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1425603.125000 Penalty: 4784.453613
	Iteration 73Q: 3 clusters Score -1425603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1425602.625000 Penalty: 4784.453613
	Iteration 74Q: 3 clusters Score -1425603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1425601.875000 Penalty: 4784.453613
	Iteration 75Q: 3 clusters Score -1425602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1425602.625000 Penalty: 4784.453613
	Iteration 76Q: 3 clusters Score -1425603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1425606.000000 Penalty: 4784.453613
	Iteration 77Q: 3 clusters Score -1425606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1425606.750000 Penalty: 4784.453613
	Iteration 78Q: 3 clusters Score -1425607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1425607.250000 Penalty: 4784.453613
	Iteration 79Q: 3 clusters Score -1425607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1425605.500000 Penalty: 4784.453613
	Iteration 80F: 3 clusters Score -1425606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1425610.750000 Penalty: 4784.453613
	Iteration 81Q: 3 clusters Score -1425611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1425614.000000 Penalty: 4784.453613
	Iteration 82Q: 3 clusters Score -1425614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1425615.500000 Penalty: 4784.453613
	Iteration 83Q: 3 clusters Score -1425616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1425614.250000 Penalty: 4784.453613
	Iteration 84Q: 3 clusters Score -1425614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1425612.625000 Penalty: 4784.453613
	Iteration 85Q: 3 clusters Score -1425613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1425612.625000 Penalty: 4784.453613
	Iteration 86Q: 3 clusters Score -1425613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1425612.250000 Penalty: 4784.453613
	Iteration 87Q: 3 clusters Score -1425612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1425612.000000 Penalty: 4784.453613
	Iteration 88Q: 3 clusters Score -1425612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1425612.000000 Penalty: 4784.453613
	Iteration 89F: 3 clusters Score -1425612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 135234 members 
Mstep: Class 3 contains 27887 members 
Mstep: Class 4 contains 63364 members 
Mstep: Class 5 contains 24226 members 
Mstep: Class 6 contains 7495 members 
Mstep: Class 7 contains 223906 members 
Mstep: Class 8 contains 96571 members 
Mstep: Class 9 contains 307967 members 
Mstep: Class 10 contains 13801 members 
Mstep: Class 11 contains 220069 members 
Mstep: Class 12 contains 226666 members 
Mstep: Class 13 contains 22721 members 
Mstep: Class 14 contains 22072 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 8433 members 
Mstep: Class 17 contains 17708 members 
Mstep: Class 18 contains 10390 members 
Mstep: Class 19 contains 3949 members 
Mstep: Class 20 contains 101427 members 
Mstep: Class 21 contains 11531 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 4501 members 
Mstep: Class 25 contains 15526 members 
Mstep: Class 26 contains 38979 members 
Mstep: Class 27 contains 3629 members 
Mstep: Class 28 contains 10404 members 
Mstep: Class 29 contains 12750 members 
Mstep: Class 30 contains 8713 members 
Mstep: Class 31 contains 4929 members 
Entering Unmasked Estep 
Score: -157696304.000000 Penalty: 110165.539062
Splitting cluster 6 changes total score from -157695824.000000 to -157696304.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 7 (223906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223906 members 
Entering Unmasked Estep 
Score: -22018458.000000 Penalty: 3055.107422
	Iteration 0F: 2 clusters Score -2.201846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111832 members 
Mstep: Class 2 contains 112074 members 
Entering Unmasked Estep 
Score: -21870180.000000 Penalty: 6110.214844
	Iteration 0F: 3 clusters Score -2.187018e+07 nChanged 107748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108504 members 
Mstep: Class 2 contains 115402 members 
Entering Unmasked Estep 
Score: -21933498.000000 Penalty: 6110.214844
	Iteration 1F: 3 clusters Score -2.19335e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105931 members 
Mstep: Class 2 contains 117975 members 
Entering Unmasked Estep 
Score: -21935214.000000 Penalty: 6110.214844
	Iteration 2Q: 3 clusters Score -2.193521e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101824 members 
Mstep: Class 2 contains 122082 members 
Entering Unmasked Estep 
Score: -21937468.000000 Penalty: 6110.214844
	Iteration 3Q: 3 clusters Score -2.193747e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95586 members 
Mstep: Class 2 contains 128320 members 
Entering Unmasked Estep 
Score: -21941184.000000 Penalty: 6110.214844
	Iteration 4Q: 3 clusters Score -2.194118e+07 nChanged 12422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 137300 members 
Entering Unmasked Estep 
Score: -21947502.000000 Penalty: 6110.214844
	Iteration 5F: 3 clusters Score -2.19475e+07 nChanged 15052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74664 members 
Mstep: Class 2 contains 149242 members 
Entering Unmasked Estep 
Score: -21956668.000000 Penalty: 6110.214844
	Iteration 6F: 3 clusters Score -2.195667e+07 nChanged 16906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 163648 members 
Entering Unmasked Estep 
Score: -21968536.000000 Penalty: 6110.214844
	Iteration 7F: 3 clusters Score -2.196854e+07 nChanged 16502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 178654 members 
Entering Unmasked Estep 
Score: -21980482.000000 Penalty: 6110.214844
	Iteration 8F: 3 clusters Score -2.198048e+07 nChanged 14186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 192228 members 
Entering Unmasked Estep 
Score: -21991194.000000 Penalty: 6110.214844
	Iteration 9F: 3 clusters Score -2.199119e+07 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 203281 members 
Entering Unmasked Estep 
Score: -21999220.000000 Penalty: 6110.214844
	Iteration 10Q: 3 clusters Score -2.199922e+07 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 211669 members 
Entering Unmasked Estep 
Score: -22005860.000000 Penalty: 6110.214844
	Iteration 11Q: 3 clusters Score -2.200586e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 217438 members 
Entering Unmasked Estep 
Score: -22010804.000000 Penalty: 6110.214844
	Iteration 12Q: 3 clusters Score -2.20108e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 220667 members 
Entering Unmasked Estep 
Score: -22013462.000000 Penalty: 6110.214844
	Iteration 13Q: 3 clusters Score -2.201346e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 222250 members 
Entering Unmasked Estep 
Score: -22014848.000000 Penalty: 6110.214844
	Iteration 14Q: 3 clusters Score -2.201485e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 222869 members 
Entering Unmasked Estep 
Score: -22015322.000000 Penalty: 6110.214844
	Iteration 15Q: 3 clusters Score -2.201532e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 223125 members 
Entering Unmasked Estep 
Score: -22015600.000000 Penalty: 6110.214844
	Iteration 16Q: 3 clusters Score -2.20156e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 223230 members 
Entering Unmasked Estep 
Score: -22015676.000000 Penalty: 6110.214844
	Iteration 17Q: 3 clusters Score -2.201568e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 223265 members 
Entering Unmasked Estep 
Score: -22015740.000000 Penalty: 6110.214844
	Iteration 18Q: 3 clusters Score -2.201574e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 223288 members 
Entering Unmasked Estep 
Score: -22015780.000000 Penalty: 6110.214844
	Iteration 19Q: 3 clusters Score -2.201578e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 223316 members 
Entering Unmasked Estep 
Score: -22015798.000000 Penalty: 6110.214844
	Iteration 20F: 3 clusters Score -2.20158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 223323 members 
Entering Unmasked Estep 
Score: -22015790.000000 Penalty: 6110.214844
	Iteration 21Q: 3 clusters Score -2.201579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 223329 members 
Entering Unmasked Estep 
Score: -22015806.000000 Penalty: 6110.214844
	Iteration 22Q: 3 clusters Score -2.201581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 223333 members 
Entering Unmasked Estep 
Score: -22015820.000000 Penalty: 6110.214844
	Iteration 23Q: 3 clusters Score -2.201582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 223336 members 
Entering Unmasked Estep 
Score: -22015840.000000 Penalty: 6110.214844
	Iteration 24Q: 3 clusters Score -2.201584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 223335 members 
Entering Unmasked Estep 
Score: -22015834.000000 Penalty: 6110.214844
	Iteration 25Q: 3 clusters Score -2.201583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 223335 members 
Entering Unmasked Estep 
Score: -22015850.000000 Penalty: 6110.214844
	Iteration 26Q: 3 clusters Score -2.201585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 223333 members 
Entering Unmasked Estep 
Score: -22015860.000000 Penalty: 6110.214844
	Iteration 27Q: 3 clusters Score -2.201586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 223334 members 
Entering Unmasked Estep 
Score: -22015876.000000 Penalty: 6110.214844
	Iteration 28Q: 3 clusters Score -2.201588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 223333 members 
Entering Unmasked Estep 
Score: -22015860.000000 Penalty: 6110.214844
	Iteration 29Q: 3 clusters Score -2.201586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 223332 members 
Entering Unmasked Estep 
Score: -22015876.000000 Penalty: 6110.214844
	Iteration 30Q: 3 clusters Score -2.201588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 223334 members 
Entering Unmasked Estep 
Score: -22015888.000000 Penalty: 6110.214844
	Iteration 31Q: 3 clusters Score -2.201589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 223339 members 
Entering Unmasked Estep 
Score: -22015890.000000 Penalty: 6110.214844
	Iteration 32Q: 3 clusters Score -2.201589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 223340 members 
Entering Unmasked Estep 
Score: -22015906.000000 Penalty: 6110.214844
	Iteration 33Q: 3 clusters Score -2.201591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 223346 members 
Entering Unmasked Estep 
Score: -22015916.000000 Penalty: 6110.214844
	Iteration 34Q: 3 clusters Score -2.201592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 223348 members 
Entering Unmasked Estep 
Score: -22015918.000000 Penalty: 6110.214844
	Iteration 35Q: 3 clusters Score -2.201592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 223344 members 
Entering Unmasked Estep 
Score: -22015924.000000 Penalty: 6110.214844
	Iteration 36Q: 3 clusters Score -2.201592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 223344 members 
Entering Unmasked Estep 
Score: -22015924.000000 Penalty: 6110.214844
	Iteration 37F: 3 clusters Score -2.201592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (96571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96571 members 
Entering Unmasked Estep 
Score: -9311551.000000 Penalty: 2846.552490
	Iteration 0F: 2 clusters Score -9311551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -9246520.000000 Penalty: 5693.104980
	Iteration 0F: 3 clusters Score -9246520 nChanged 45779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -9273021.000000 Penalty: 5693.104980
	Iteration 1F: 3 clusters Score -9273021 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -9273758.000000 Penalty: 5693.104980
	Iteration 2Q: 3 clusters Score -9273758 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -9274667.000000 Penalty: 5693.104980
	Iteration 3Q: 3 clusters Score -9274667 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -9275988.000000 Penalty: 5693.104980
	Iteration 4Q: 3 clusters Score -9275988 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
Score: -9277832.000000 Penalty: 5693.104980
	Iteration 5Q: 3 clusters Score -9277832 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -9280710.000000 Penalty: 5693.104980
	Iteration 6F: 3 clusters Score -9280710 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 68480 members 
Entering Unmasked Estep 
Score: -9284937.000000 Penalty: 5693.104980
	Iteration 7F: 3 clusters Score -9284937 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 75228 members 
Entering Unmasked Estep 
Score: -9290560.000000 Penalty: 5693.104980
	Iteration 8F: 3 clusters Score -9290560 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 81997 members 
Entering Unmasked Estep 
Score: -9296642.000000 Penalty: 5693.104980
	Iteration 9F: 3 clusters Score -9296642 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -9301905.000000 Penalty: 5693.104980
	Iteration 10F: 3 clusters Score -9301905 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 91534 members 
Entering Unmasked Estep 
Score: -9305351.000000 Penalty: 5693.104980
	Iteration 11Q: 3 clusters Score -9305351 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -9307251.000000 Penalty: 5693.104980
	Iteration 12Q: 3 clusters Score -9307251 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 94944 members 
Entering Unmasked Estep 
Score: -9308216.000000 Penalty: 5693.104980
	Iteration 13Q: 3 clusters Score -9308216 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 95473 members 
Entering Unmasked Estep 
Score: -9308653.000000 Penalty: 5693.104980
	Iteration 14Q: 3 clusters Score -9308653 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 95724 members 
Entering Unmasked Estep 
Score: -9308848.000000 Penalty: 5693.104980
	Iteration 15Q: 3 clusters Score -9308848 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
Score: -9308989.000000 Penalty: 5693.104980
	Iteration 16Q: 3 clusters Score -9308989 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 95923 members 
Entering Unmasked Estep 
Score: -9309043.000000 Penalty: 5693.104980
	Iteration 17Q: 3 clusters Score -9309043 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 95970 members 
Entering Unmasked Estep 
Score: -9309092.000000 Penalty: 5693.104980
	Iteration 18Q: 3 clusters Score -9309092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 96011 members 
Entering Unmasked Estep 
Score: -9309123.000000 Penalty: 5693.104980
	Iteration 19Q: 3 clusters Score -9309123 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 96031 members 
Entering Unmasked Estep 
Score: -9309159.000000 Penalty: 5693.104980
	Iteration 20F: 3 clusters Score -9309159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 96041 members 
Entering Unmasked Estep 
Score: -9309176.000000 Penalty: 5693.104980
	Iteration 21Q: 3 clusters Score -9309176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 96048 members 
Entering Unmasked Estep 
Score: -9309179.000000 Penalty: 5693.104980
	Iteration 22Q: 3 clusters Score -9309179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 96059 members 
Entering Unmasked Estep 
Score: -9309188.000000 Penalty: 5693.104980
	Iteration 23Q: 3 clusters Score -9309188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 96060 members 
Entering Unmasked Estep 
Score: -9309196.000000 Penalty: 5693.104980
	Iteration 24Q: 3 clusters Score -9309196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 96059 members 
Entering Unmasked Estep 
Score: -9309194.000000 Penalty: 5693.104980
	Iteration 25Q: 3 clusters Score -9309194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 96057 members 
Entering Unmasked Estep 
Score: -9309191.000000 Penalty: 5693.104980
	Iteration 26Q: 3 clusters Score -9309191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 96054 members 
Entering Unmasked Estep 
Score: -9309207.000000 Penalty: 5693.104980
	Iteration 27Q: 3 clusters Score -9309207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 96055 members 
Entering Unmasked Estep 
Score: -9309205.000000 Penalty: 5693.104980
	Iteration 28Q: 3 clusters Score -9309205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 96056 members 
Entering Unmasked Estep 
Score: -9309202.000000 Penalty: 5693.104980
	Iteration 29Q: 3 clusters Score -9309202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 96058 members 
Entering Unmasked Estep 
Score: -9309197.000000 Penalty: 5693.104980
	Iteration 30Q: 3 clusters Score -9309197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 96058 members 
Entering Unmasked Estep 
Score: -9309197.000000 Penalty: 5693.104980
	Iteration 31F: 3 clusters Score -9309197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (307967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307967 members 
Entering Unmasked Estep 
Score: -30164224.000000 Penalty: 3134.161377
	Iteration 0F: 2 clusters Score -3.016422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153995 members 
Mstep: Class 2 contains 153972 members 
Entering Unmasked Estep 
Score: -29967546.000000 Penalty: 6268.322754
	Iteration 0F: 3 clusters Score -2.996755e+07 nChanged 149475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155812 members 
Mstep: Class 2 contains 152155 members 
Entering Unmasked Estep 
Score: -30056062.000000 Penalty: 6268.322754
	Iteration 1F: 3 clusters Score -3.005606e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157042 members 
Mstep: Class 2 contains 150925 members 
Entering Unmasked Estep 
Score: -30056982.000000 Penalty: 6268.322754
	Iteration 2Q: 3 clusters Score -3.005698e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158780 members 
Mstep: Class 2 contains 149187 members 
Entering Unmasked Estep 
Score: -30058264.000000 Penalty: 6268.322754
	Iteration 3Q: 3 clusters Score -3.005826e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161378 members 
Mstep: Class 2 contains 146589 members 
Entering Unmasked Estep 
Score: -30059708.000000 Penalty: 6268.322754
	Iteration 4Q: 3 clusters Score -3.005971e+07 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165186 members 
Mstep: Class 2 contains 142781 members 
Entering Unmasked Estep 
Score: -30061462.000000 Penalty: 6268.322754
	Iteration 5Q: 3 clusters Score -3.006146e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170672 members 
Mstep: Class 2 contains 137295 members 
Entering Unmasked Estep 
Score: -30063912.000000 Penalty: 6268.322754
	Iteration 6Q: 3 clusters Score -3.006391e+07 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178621 members 
Mstep: Class 2 contains 129346 members 
Entering Unmasked Estep 
Score: -30067184.000000 Penalty: 6268.322754
	Iteration 7Q: 3 clusters Score -3.006718e+07 nChanged 13835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189804 members 
Mstep: Class 2 contains 118163 members 
Entering Unmasked Estep 
Score: -30072884.000000 Penalty: 6268.322754
	Iteration 8Q: 3 clusters Score -3.007288e+07 nChanged 16918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204568 members 
Mstep: Class 2 contains 103399 members 
Entering Unmasked Estep 
Score: -30081652.000000 Penalty: 6268.322754
	Iteration 9F: 3 clusters Score -3.008165e+07 nChanged 19583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222177 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
Score: -30094438.000000 Penalty: 6268.322754
	Iteration 10F: 3 clusters Score -3.009444e+07 nChanged 19680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239781 members 
Mstep: Class 2 contains 68186 members 
Entering Unmasked Estep 
Score: -30110202.000000 Penalty: 6268.322754
	Iteration 11F: 3 clusters Score -3.01102e+07 nChanged 16663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253748 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -30124310.000000 Penalty: 6268.322754
	Iteration 12F: 3 clusters Score -3.012431e+07 nChanged 12121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262671 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -30133460.000000 Penalty: 6268.322754
	Iteration 13Q: 3 clusters Score -3.013346e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268517 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -30138384.000000 Penalty: 6268.322754
	Iteration 14Q: 3 clusters Score -3.013838e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273032 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -30141288.000000 Penalty: 6268.322754
	Iteration 15Q: 3 clusters Score -3.014129e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276941 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -30143380.000000 Penalty: 6268.322754
	Iteration 16Q: 3 clusters Score -3.014338e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280367 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -30145192.000000 Penalty: 6268.322754
	Iteration 17Q: 3 clusters Score -3.014519e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283501 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -30147164.000000 Penalty: 6268.322754
	Iteration 18Q: 3 clusters Score -3.014716e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286364 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -30148934.000000 Penalty: 6268.322754
	Iteration 19Q: 3 clusters Score -3.014893e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288962 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -30150472.000000 Penalty: 6268.322754
	Iteration 20F: 3 clusters Score -3.015047e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291351 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -30151838.000000 Penalty: 6268.322754
	Iteration 21Q: 3 clusters Score -3.015184e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293629 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -30153190.000000 Penalty: 6268.322754
	Iteration 22Q: 3 clusters Score -3.015319e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295738 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -30154536.000000 Penalty: 6268.322754
	Iteration 23Q: 3 clusters Score -3.015454e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297654 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -30155626.000000 Penalty: 6268.322754
	Iteration 24Q: 3 clusters Score -3.015563e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299364 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -30156682.000000 Penalty: 6268.322754
	Iteration 25Q: 3 clusters Score -3.015668e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300860 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -30157564.000000 Penalty: 6268.322754
	Iteration 26Q: 3 clusters Score -3.015756e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302126 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -30158314.000000 Penalty: 6268.322754
	Iteration 27Q: 3 clusters Score -3.015831e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303197 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -30159110.000000 Penalty: 6268.322754
	Iteration 28Q: 3 clusters Score -3.015911e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304063 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -30159576.000000 Penalty: 6268.322754
	Iteration 29Q: 3 clusters Score -3.015958e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304762 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -30159996.000000 Penalty: 6268.322754
	Iteration 30Q: 3 clusters Score -3.016e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305293 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -30160278.000000 Penalty: 6268.322754
	Iteration 31Q: 3 clusters Score -3.016028e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305697 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -30160502.000000 Penalty: 6268.322754
	Iteration 32Q: 3 clusters Score -3.01605e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306003 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -30160748.000000 Penalty: 6268.322754
	Iteration 33Q: 3 clusters Score -3.016075e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306211 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -30160990.000000 Penalty: 6268.322754
	Iteration 34Q: 3 clusters Score -3.016099e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306362 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -30161150.000000 Penalty: 6268.322754
	Iteration 35Q: 3 clusters Score -3.016115e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306473 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -30161270.000000 Penalty: 6268.322754
	Iteration 36Q: 3 clusters Score -3.016127e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306570 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -30161310.000000 Penalty: 6268.322754
	Iteration 37Q: 3 clusters Score -3.016131e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306634 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -30161372.000000 Penalty: 6268.322754
	Iteration 38Q: 3 clusters Score -3.016137e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306685 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -30161414.000000 Penalty: 6268.322754
	Iteration 39Q: 3 clusters Score -3.016141e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306729 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -30161400.000000 Penalty: 6268.322754
	Iteration 40F: 3 clusters Score -3.01614e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306765 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -30161422.000000 Penalty: 6268.322754
	Iteration 41Q: 3 clusters Score -3.016142e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306797 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -30161444.000000 Penalty: 6268.322754
	Iteration 42Q: 3 clusters Score -3.016144e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306822 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -30161470.000000 Penalty: 6268.322754
	Iteration 43Q: 3 clusters Score -3.016147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306840 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -30161476.000000 Penalty: 6268.322754
	Iteration 44Q: 3 clusters Score -3.016148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306855 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -30161492.000000 Penalty: 6268.322754
	Iteration 45Q: 3 clusters Score -3.016149e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306869 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -30161504.000000 Penalty: 6268.322754
	Iteration 46Q: 3 clusters Score -3.01615e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306880 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -30161530.000000 Penalty: 6268.322754
	Iteration 47Q: 3 clusters Score -3.016153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306893 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -30161532.000000 Penalty: 6268.322754
	Iteration 48Q: 3 clusters Score -3.016153e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306913 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -30161520.000000 Penalty: 6268.322754
	Iteration 49Q: 3 clusters Score -3.016152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306926 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -30161564.000000 Penalty: 6268.322754
	Iteration 50Q: 3 clusters Score -3.016156e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306940 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -30161556.000000 Penalty: 6268.322754
	Iteration 51Q: 3 clusters Score -3.016156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306951 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -30161574.000000 Penalty: 6268.322754
	Iteration 52Q: 3 clusters Score -3.016157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306957 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -30161584.000000 Penalty: 6268.322754
	Iteration 53Q: 3 clusters Score -3.016158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306964 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -30161566.000000 Penalty: 6268.322754
	Iteration 54Q: 3 clusters Score -3.016157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306971 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -30161566.000000 Penalty: 6268.322754
	Iteration 55Q: 3 clusters Score -3.016157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306979 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -30161564.000000 Penalty: 6268.322754
	Iteration 56Q: 3 clusters Score -3.016156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306986 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -30161566.000000 Penalty: 6268.322754
	Iteration 57Q: 3 clusters Score -3.016157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306989 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -30161572.000000 Penalty: 6268.322754
	Iteration 58Q: 3 clusters Score -3.016157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306989 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -30161566.000000 Penalty: 6268.322754
	Iteration 59Q: 3 clusters Score -3.016157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306993 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -30161562.000000 Penalty: 6268.322754
	Iteration 60F: 3 clusters Score -3.016156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306995 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -30161564.000000 Penalty: 6268.322754
	Iteration 61Q: 3 clusters Score -3.016156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306996 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -30161566.000000 Penalty: 6268.322754
	Iteration 62Q: 3 clusters Score -3.016157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306997 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -30161576.000000 Penalty: 6268.322754
	Iteration 63Q: 3 clusters Score -3.016158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306998 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -30161580.000000 Penalty: 6268.322754
	Iteration 64Q: 3 clusters Score -3.016158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306999 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -30161584.000000 Penalty: 6268.322754
	Iteration 65Q: 3 clusters Score -3.016158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306999 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -30161584.000000 Penalty: 6268.322754
	Iteration 66F: 3 clusters Score -3.016158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Entering Unmasked Estep 
Score: -1313896.125000 Penalty: 2364.059082
	Iteration 0F: 2 clusters Score -1313896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1303873.000000 Penalty: 4728.118164
	Iteration 0F: 3 clusters Score -1303873 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1306953.250000 Penalty: 4728.118164
	Iteration 1F: 3 clusters Score -1306953 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1307218.125000 Penalty: 4728.118164
	Iteration 2F: 3 clusters Score -1307218 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1307446.125000 Penalty: 4728.118164
	Iteration 3Q: 3 clusters Score -1307446 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1307682.625000 Penalty: 4728.118164
	Iteration 4Q: 3 clusters Score -1307683 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1307926.625000 Penalty: 4728.118164
	Iteration 5Q: 3 clusters Score -1307927 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1308145.125000 Penalty: 4728.118164
	Iteration 6Q: 3 clusters Score -1308145 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1308315.000000 Penalty: 4728.118164
	Iteration 7Q: 3 clusters Score -1308315 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1308456.125000 Penalty: 4728.118164
	Iteration 8Q: 3 clusters Score -1308456 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1308597.000000 Penalty: 4728.118164
	Iteration 9Q: 3 clusters Score -1308597 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1308734.625000 Penalty: 4728.118164
	Iteration 10Q: 3 clusters Score -1308735 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1308860.750000 Penalty: 4728.118164
	Iteration 11Q: 3 clusters Score -1308861 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1308973.750000 Penalty: 4728.118164
	Iteration 12Q: 3 clusters Score -1308974 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1309102.250000 Penalty: 4728.118164
	Iteration 13Q: 3 clusters Score -1309102 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1309256.125000 Penalty: 4728.118164
	Iteration 14Q: 3 clusters Score -1309256 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1309458.500000 Penalty: 4728.118164
	Iteration 15Q: 3 clusters Score -1309458 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1309642.375000 Penalty: 4728.118164
	Iteration 16Q: 3 clusters Score -1309642 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1309831.250000 Penalty: 4728.118164
	Iteration 17Q: 3 clusters Score -1309831 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1310033.875000 Penalty: 4728.118164
	Iteration 18Q: 3 clusters Score -1310034 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1310206.625000 Penalty: 4728.118164
	Iteration 19Q: 3 clusters Score -1310207 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1310358.500000 Penalty: 4728.118164
	Iteration 20F: 3 clusters Score -1310358 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1310490.125000 Penalty: 4728.118164
	Iteration 21Q: 3 clusters Score -1310490 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1310610.625000 Penalty: 4728.118164
	Iteration 22Q: 3 clusters Score -1310611 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1310725.750000 Penalty: 4728.118164
	Iteration 23Q: 3 clusters Score -1310726 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1310853.125000 Penalty: 4728.118164
	Iteration 24Q: 3 clusters Score -1310853 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1310984.125000 Penalty: 4728.118164
	Iteration 25Q: 3 clusters Score -1310984 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1311115.375000 Penalty: 4728.118164
	Iteration 26Q: 3 clusters Score -1311115 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1311246.125000 Penalty: 4728.118164
	Iteration 27Q: 3 clusters Score -1311246 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1311374.500000 Penalty: 4728.118164
	Iteration 28Q: 3 clusters Score -1311374 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1311493.000000 Penalty: 4728.118164
	Iteration 29Q: 3 clusters Score -1311493 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1311617.000000 Penalty: 4728.118164
	Iteration 30Q: 3 clusters Score -1311617 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1311747.875000 Penalty: 4728.118164
	Iteration 31Q: 3 clusters Score -1311748 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1311855.625000 Penalty: 4728.118164
	Iteration 32Q: 3 clusters Score -1311856 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1311952.375000 Penalty: 4728.118164
	Iteration 33Q: 3 clusters Score -1311952 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1312023.375000 Penalty: 4728.118164
	Iteration 34Q: 3 clusters Score -1312023 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1312084.250000 Penalty: 4728.118164
	Iteration 35Q: 3 clusters Score -1312084 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1312134.250000 Penalty: 4728.118164
	Iteration 36Q: 3 clusters Score -1312134 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1312182.500000 Penalty: 4728.118164
	Iteration 37Q: 3 clusters Score -1312182 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1312206.625000 Penalty: 4728.118164
	Iteration 38Q: 3 clusters Score -1312207 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1312228.000000 Penalty: 4728.118164
	Iteration 39Q: 3 clusters Score -1312228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1312253.000000 Penalty: 4728.118164
	Iteration 40F: 3 clusters Score -1312253 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1312268.625000 Penalty: 4728.118164
	Iteration 41Q: 3 clusters Score -1312269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1312274.375000 Penalty: 4728.118164
	Iteration 42Q: 3 clusters Score -1312274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1312288.625000 Penalty: 4728.118164
	Iteration 43Q: 3 clusters Score -1312289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1312299.500000 Penalty: 4728.118164
	Iteration 44Q: 3 clusters Score -1312300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1312307.125000 Penalty: 4728.118164
	Iteration 45Q: 3 clusters Score -1312307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1312313.750000 Penalty: 4728.118164
	Iteration 46Q: 3 clusters Score -1312314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1312318.375000 Penalty: 4728.118164
	Iteration 47Q: 3 clusters Score -1312318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1312324.750000 Penalty: 4728.118164
	Iteration 48Q: 3 clusters Score -1312325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1312328.250000 Penalty: 4728.118164
	Iteration 49Q: 3 clusters Score -1312328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1312330.750000 Penalty: 4728.118164
	Iteration 50Q: 3 clusters Score -1312331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1312335.250000 Penalty: 4728.118164
	Iteration 51Q: 3 clusters Score -1312335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1312337.125000 Penalty: 4728.118164
	Iteration 52Q: 3 clusters Score -1312337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1312339.875000 Penalty: 4728.118164
	Iteration 53Q: 3 clusters Score -1312340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1312342.375000 Penalty: 4728.118164
	Iteration 54Q: 3 clusters Score -1312342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1312342.750000 Penalty: 4728.118164
	Iteration 55Q: 3 clusters Score -1312343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1312346.000000 Penalty: 4728.118164
	Iteration 56Q: 3 clusters Score -1312346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1312348.250000 Penalty: 4728.118164
	Iteration 57Q: 3 clusters Score -1312348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1312348.375000 Penalty: 4728.118164
	Iteration 58Q: 3 clusters Score -1312348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1312348.375000 Penalty: 4728.118164
	Iteration 59F: 3 clusters Score -1312348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (220069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220069 members 
Entering Unmasked Estep 
Score: -21538552.000000 Penalty: 3050.820801
	Iteration 0F: 2 clusters Score -2.153855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109439 members 
Mstep: Class 2 contains 110630 members 
Entering Unmasked Estep 
Score: -21393820.000000 Penalty: 6101.641602
	Iteration 0F: 3 clusters Score -2.139382e+07 nChanged 105867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Mstep: Class 2 contains 123993 members 
Entering Unmasked Estep 
Score: -21457154.000000 Penalty: 6101.641602
	Iteration 1F: 3 clusters Score -2.145715e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87458 members 
Mstep: Class 2 contains 132611 members 
Entering Unmasked Estep 
Score: -21461176.000000 Penalty: 6101.641602
	Iteration 2Q: 3 clusters Score -2.146118e+07 nChanged 13810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74582 members 
Mstep: Class 2 contains 145487 members 
Entering Unmasked Estep 
Score: -21469514.000000 Penalty: 6101.641602
	Iteration 3F: 3 clusters Score -2.146951e+07 nChanged 17988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 162945 members 
Entering Unmasked Estep 
Score: -21483574.000000 Penalty: 6101.641602
	Iteration 4F: 3 clusters Score -2.148357e+07 nChanged 20355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 183034 members 
Entering Unmasked Estep 
Score: -21501958.000000 Penalty: 6101.641602
	Iteration 5F: 3 clusters Score -2.150196e+07 nChanged 17646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 200586 members 
Entering Unmasked Estep 
Score: -21518470.000000 Penalty: 6101.641602
	Iteration 6F: 3 clusters Score -2.151847e+07 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 211598 members 
Entering Unmasked Estep 
Score: -21528448.000000 Penalty: 6101.641602
	Iteration 7F: 3 clusters Score -2.152845e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 216846 members 
Entering Unmasked Estep 
Score: -21533168.000000 Penalty: 6101.641602
	Iteration 8Q: 3 clusters Score -2.153317e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 218846 members 
Entering Unmasked Estep 
Score: -21534876.000000 Penalty: 6101.641602
	Iteration 9Q: 3 clusters Score -2.153488e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 219474 members 
Entering Unmasked Estep 
Score: -21535452.000000 Penalty: 6101.641602
	Iteration 10Q: 3 clusters Score -2.153545e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 219645 members 
Entering Unmasked Estep 
Score: -21535620.000000 Penalty: 6101.641602
	Iteration 11Q: 3 clusters Score -2.153562e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 219722 members 
Entering Unmasked Estep 
Score: -21535742.000000 Penalty: 6101.641602
	Iteration 12Q: 3 clusters Score -2.153574e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 219745 members 
Entering Unmasked Estep 
Score: -21535788.000000 Penalty: 6101.641602
	Iteration 13Q: 3 clusters Score -2.153579e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 219754 members 
Entering Unmasked Estep 
Score: -21535804.000000 Penalty: 6101.641602
	Iteration 14Q: 3 clusters Score -2.15358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 219765 members 
Entering Unmasked Estep 
Score: -21535800.000000 Penalty: 6101.641602
	Iteration 15Q: 3 clusters Score -2.15358e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 219771 members 
Entering Unmasked Estep 
Score: -21535836.000000 Penalty: 6101.641602
	Iteration 16Q: 3 clusters Score -2.153584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 219774 members 
Entering Unmasked Estep 
Score: -21535832.000000 Penalty: 6101.641602
	Iteration 17Q: 3 clusters Score -2.153583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 219775 members 
Entering Unmasked Estep 
Score: -21535864.000000 Penalty: 6101.641602
	Iteration 18Q: 3 clusters Score -2.153586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 219774 members 
Entering Unmasked Estep 
Score: -21535868.000000 Penalty: 6101.641602
	Iteration 19Q: 3 clusters Score -2.153587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 219773 members 
Entering Unmasked Estep 
Score: -21535890.000000 Penalty: 6101.641602
	Iteration 20F: 3 clusters Score -2.153589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 219776 members 
Entering Unmasked Estep 
Score: -21535876.000000 Penalty: 6101.641602
	Iteration 21Q: 3 clusters Score -2.153588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 219774 members 
Entering Unmasked Estep 
Score: -21535876.000000 Penalty: 6101.641602
	Iteration 22Q: 3 clusters Score -2.153588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 219774 members 
Entering Unmasked Estep 
Score: -21535876.000000 Penalty: 6101.641602
	Iteration 23F: 3 clusters Score -2.153588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (226666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226666 members 
Entering Unmasked Estep 
Score: -22324950.000000 Penalty: 3058.145752
	Iteration 0F: 2 clusters Score -2.232495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113564 members 
Mstep: Class 2 contains 113102 members 
Entering Unmasked Estep 
Score: -22173596.000000 Penalty: 6116.291504
	Iteration 0F: 3 clusters Score -2.21736e+07 nChanged 109360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117378 members 
Mstep: Class 2 contains 109288 members 
Entering Unmasked Estep 
Score: -22237308.000000 Penalty: 6116.291504
	Iteration 1F: 3 clusters Score -2.223731e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120258 members 
Mstep: Class 2 contains 106408 members 
Entering Unmasked Estep 
Score: -22238452.000000 Penalty: 6116.291504
	Iteration 2Q: 3 clusters Score -2.223845e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124875 members 
Mstep: Class 2 contains 101791 members 
Entering Unmasked Estep 
Score: -22240558.000000 Penalty: 6116.291504
	Iteration 3Q: 3 clusters Score -2.224056e+07 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132025 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -22244060.000000 Penalty: 6116.291504
	Iteration 4Q: 3 clusters Score -2.224406e+07 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142849 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -22250580.000000 Penalty: 6116.291504
	Iteration 5F: 3 clusters Score -2.225058e+07 nChanged 16476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157929 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
Score: -22261898.000000 Penalty: 6116.291504
	Iteration 6F: 3 clusters Score -2.22619e+07 nChanged 19312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176341 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -22277628.000000 Penalty: 6116.291504
	Iteration 7F: 3 clusters Score -2.227763e+07 nChanged 18390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194235 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -22294706.000000 Penalty: 6116.291504
	Iteration 8F: 3 clusters Score -2.229471e+07 nChanged 13481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207514 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -22307486.000000 Penalty: 6116.291504
	Iteration 9F: 3 clusters Score -2.230749e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215552 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -22314890.000000 Penalty: 6116.291504
	Iteration 10Q: 3 clusters Score -2.231489e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219650 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -22318652.000000 Penalty: 6116.291504
	Iteration 11Q: 3 clusters Score -2.231865e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221702 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -22320570.000000 Penalty: 6116.291504
	Iteration 12Q: 3 clusters Score -2.232057e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222728 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -22321518.000000 Penalty: 6116.291504
	Iteration 13Q: 3 clusters Score -2.232152e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223268 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -22321996.000000 Penalty: 6116.291504
	Iteration 14Q: 3 clusters Score -2.2322e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223614 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -22322264.000000 Penalty: 6116.291504
	Iteration 15Q: 3 clusters Score -2.232226e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223835 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -22322430.000000 Penalty: 6116.291504
	Iteration 16Q: 3 clusters Score -2.232243e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224011 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -22322540.000000 Penalty: 6116.291504
	Iteration 17Q: 3 clusters Score -2.232254e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224147 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -22322592.000000 Penalty: 6116.291504
	Iteration 18Q: 3 clusters Score -2.232259e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224259 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -22322666.000000 Penalty: 6116.291504
	Iteration 19Q: 3 clusters Score -2.232267e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224329 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -22322736.000000 Penalty: 6116.291504
	Iteration 20F: 3 clusters Score -2.232274e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224380 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -22322750.000000 Penalty: 6116.291504
	Iteration 21Q: 3 clusters Score -2.232275e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224437 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -22322782.000000 Penalty: 6116.291504
	Iteration 22Q: 3 clusters Score -2.232278e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224470 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -22322828.000000 Penalty: 6116.291504
	Iteration 23Q: 3 clusters Score -2.232283e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224513 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -22322842.000000 Penalty: 6116.291504
	Iteration 24Q: 3 clusters Score -2.232284e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224561 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -22322878.000000 Penalty: 6116.291504
	Iteration 25Q: 3 clusters Score -2.232288e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224593 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -22322908.000000 Penalty: 6116.291504
	Iteration 26Q: 3 clusters Score -2.232291e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224615 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -22322928.000000 Penalty: 6116.291504
	Iteration 27Q: 3 clusters Score -2.232293e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224631 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -22322932.000000 Penalty: 6116.291504
	Iteration 28Q: 3 clusters Score -2.232293e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224643 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -22322924.000000 Penalty: 6116.291504
	Iteration 29Q: 3 clusters Score -2.232292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224660 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -22322934.000000 Penalty: 6116.291504
	Iteration 30Q: 3 clusters Score -2.232293e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224670 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -22322936.000000 Penalty: 6116.291504
	Iteration 31Q: 3 clusters Score -2.232294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224680 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -22322962.000000 Penalty: 6116.291504
	Iteration 32Q: 3 clusters Score -2.232296e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224695 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -22322964.000000 Penalty: 6116.291504
	Iteration 33Q: 3 clusters Score -2.232296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224702 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -22322968.000000 Penalty: 6116.291504
	Iteration 34Q: 3 clusters Score -2.232297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224711 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -22322990.000000 Penalty: 6116.291504
	Iteration 35Q: 3 clusters Score -2.232299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224719 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -22322986.000000 Penalty: 6116.291504
	Iteration 36Q: 3 clusters Score -2.232299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224721 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -22322984.000000 Penalty: 6116.291504
	Iteration 37Q: 3 clusters Score -2.232298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224724 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -22322978.000000 Penalty: 6116.291504
	Iteration 38Q: 3 clusters Score -2.232298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224727 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -22322978.000000 Penalty: 6116.291504
	Iteration 39Q: 3 clusters Score -2.232298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224728 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -22322980.000000 Penalty: 6116.291504
	Iteration 40F: 3 clusters Score -2.232298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224730 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -22322976.000000 Penalty: 6116.291504
	Iteration 41Q: 3 clusters Score -2.232298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224732 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -22322988.000000 Penalty: 6116.291504
	Iteration 42Q: 3 clusters Score -2.232299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224734 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -22322992.000000 Penalty: 6116.291504
	Iteration 43Q: 3 clusters Score -2.232299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224735 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -22323006.000000 Penalty: 6116.291504
	Iteration 44Q: 3 clusters Score -2.232301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224736 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -22323006.000000 Penalty: 6116.291504
	Iteration 45Q: 3 clusters Score -2.232301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224736 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -22323004.000000 Penalty: 6116.291504
	Iteration 46Q: 3 clusters Score -2.2323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224737 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -22322998.000000 Penalty: 6116.291504
	Iteration 47Q: 3 clusters Score -2.2323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224739 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -22323002.000000 Penalty: 6116.291504
	Iteration 48Q: 3 clusters Score -2.2323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224740 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -22323004.000000 Penalty: 6116.291504
	Iteration 49Q: 3 clusters Score -2.2323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224741 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -22323006.000000 Penalty: 6116.291504
	Iteration 50Q: 3 clusters Score -2.232301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224742 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -22323020.000000 Penalty: 6116.291504
	Iteration 51Q: 3 clusters Score -2.232302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224745 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -22323010.000000 Penalty: 6116.291504
	Iteration 52Q: 3 clusters Score -2.232301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224745 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -22323014.000000 Penalty: 6116.291504
	Iteration 53Q: 3 clusters Score -2.232301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224747 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -22323012.000000 Penalty: 6116.291504
	Iteration 54Q: 3 clusters Score -2.232301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224748 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -22323016.000000 Penalty: 6116.291504
	Iteration 55Q: 3 clusters Score -2.232302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224749 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -22323010.000000 Penalty: 6116.291504
	Iteration 56Q: 3 clusters Score -2.232301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224751 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -22322992.000000 Penalty: 6116.291504
	Iteration 57Q: 3 clusters Score -2.232299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224751 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -22322992.000000 Penalty: 6116.291504
	Iteration 58F: 3 clusters Score -2.232299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Entering Unmasked Estep 
Score: -2112672.750000 Penalty: 2487.699219
	Iteration 0F: 2 clusters Score -2112673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2096933.125000 Penalty: 4975.398438
	Iteration 0F: 3 clusters Score -2096933 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2102399.000000 Penalty: 4975.398438
	Iteration 1F: 3 clusters Score -2102399 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2102916.000000 Penalty: 4975.398438
	Iteration 2F: 3 clusters Score -2102916 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2103472.250000 Penalty: 4975.398438
	Iteration 3F: 3 clusters Score -2103472 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2104147.500000 Penalty: 4975.398438
	Iteration 4F: 3 clusters Score -2104148 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2105063.000000 Penalty: 4975.398438
	Iteration 5F: 3 clusters Score -2105063 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2106265.250000 Penalty: 4975.398438
	Iteration 6F: 3 clusters Score -2106265 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2107483.250000 Penalty: 4975.398438
	Iteration 7F: 3 clusters Score -2107483 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2108497.000000 Penalty: 4975.398438
	Iteration 8F: 3 clusters Score -2108497 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2109376.500000 Penalty: 4975.398438
	Iteration 9F: 3 clusters Score -2109376 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2110003.750000 Penalty: 4975.398438
	Iteration 10Q: 3 clusters Score -2110004 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2110480.250000 Penalty: 4975.398438
	Iteration 11Q: 3 clusters Score -2110480 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2110871.750000 Penalty: 4975.398438
	Iteration 12Q: 3 clusters Score -2110872 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2111230.250000 Penalty: 4975.398438
	Iteration 13Q: 3 clusters Score -2111230 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2111580.500000 Penalty: 4975.398438
	Iteration 14Q: 3 clusters Score -2111580 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2111817.250000 Penalty: 4975.398438
	Iteration 15Q: 3 clusters Score -2111817 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2111966.750000 Penalty: 4975.398438
	Iteration 16Q: 3 clusters Score -2111967 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2112056.500000 Penalty: 4975.398438
	Iteration 17Q: 3 clusters Score -2112056 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2112108.750000 Penalty: 4975.398438
	Iteration 18Q: 3 clusters Score -2112109 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2112166.750000 Penalty: 4975.398438
	Iteration 19Q: 3 clusters Score -2112167 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2112198.500000 Penalty: 4975.398438
	Iteration 20F: 3 clusters Score -2112198 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2112217.000000 Penalty: 4975.398438
	Iteration 21Q: 3 clusters Score -2112217 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2112264.250000 Penalty: 4975.398438
	Iteration 22Q: 3 clusters Score -2112264 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2112292.500000 Penalty: 4975.398438
	Iteration 23Q: 3 clusters Score -2112292 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2112330.500000 Penalty: 4975.398438
	Iteration 24Q: 3 clusters Score -2112330 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2112368.000000 Penalty: 4975.398438
	Iteration 25Q: 3 clusters Score -2112368 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2112403.500000 Penalty: 4975.398438
	Iteration 26Q: 3 clusters Score -2112404 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2112446.750000 Penalty: 4975.398438
	Iteration 27Q: 3 clusters Score -2112447 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2112481.250000 Penalty: 4975.398438
	Iteration 28Q: 3 clusters Score -2112481 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2112499.250000 Penalty: 4975.398438
	Iteration 29Q: 3 clusters Score -2112499 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2112529.000000 Penalty: 4975.398438
	Iteration 30Q: 3 clusters Score -2112529 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2112556.750000 Penalty: 4975.398438
	Iteration 31Q: 3 clusters Score -2112557 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2112589.750000 Penalty: 4975.398438
	Iteration 32Q: 3 clusters Score -2112590 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2112616.750000 Penalty: 4975.398438
	Iteration 33Q: 3 clusters Score -2112617 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2112650.250000 Penalty: 4975.398438
	Iteration 34Q: 3 clusters Score -2112650 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2112677.250000 Penalty: 4975.398438
	Iteration 35Q: 3 clusters Score -2112677 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2112701.500000 Penalty: 4975.398438
	Iteration 36Q: 3 clusters Score -2112702 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2112728.000000 Penalty: 4975.398438
	Iteration 37Q: 3 clusters Score -2112728 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2112751.750000 Penalty: 4975.398438
	Iteration 38Q: 3 clusters Score -2112752 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2112771.250000 Penalty: 4975.398438
	Iteration 39Q: 3 clusters Score -2112771 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2112795.250000 Penalty: 4975.398438
	Iteration 40F: 3 clusters Score -2112795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2112804.000000 Penalty: 4975.398438
	Iteration 41Q: 3 clusters Score -2112804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2112818.000000 Penalty: 4975.398438
	Iteration 42Q: 3 clusters Score -2112818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2112821.250000 Penalty: 4975.398438
	Iteration 43Q: 3 clusters Score -2112821 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2112830.750000 Penalty: 4975.398438
	Iteration 44Q: 3 clusters Score -2112831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2112828.250000 Penalty: 4975.398438
	Iteration 45Q: 3 clusters Score -2112828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2112837.750000 Penalty: 4975.398438
	Iteration 46Q: 3 clusters Score -2112838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2112843.250000 Penalty: 4975.398438
	Iteration 47Q: 3 clusters Score -2112843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2112848.250000 Penalty: 4975.398438
	Iteration 48Q: 3 clusters Score -2112848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2112854.000000 Penalty: 4975.398438
	Iteration 49Q: 3 clusters Score -2112854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2112860.250000 Penalty: 4975.398438
	Iteration 50Q: 3 clusters Score -2112860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2112861.000000 Penalty: 4975.398438
	Iteration 51Q: 3 clusters Score -2112861 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2112871.750000 Penalty: 4975.398438
	Iteration 52Q: 3 clusters Score -2112872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2112869.000000 Penalty: 4975.398438
	Iteration 53Q: 3 clusters Score -2112869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2112876.500000 Penalty: 4975.398438
	Iteration 54Q: 3 clusters Score -2112876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2112878.250000 Penalty: 4975.398438
	Iteration 55Q: 3 clusters Score -2112878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2112876.500000 Penalty: 4975.398438
	Iteration 56Q: 3 clusters Score -2112876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2112884.000000 Penalty: 4975.398438
	Iteration 57Q: 3 clusters Score -2112884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2112885.000000 Penalty: 4975.398438
	Iteration 58Q: 3 clusters Score -2112885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2112886.000000 Penalty: 4975.398438
	Iteration 59Q: 3 clusters Score -2112886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2112887.250000 Penalty: 4975.398438
	Iteration 60F: 3 clusters Score -2112887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2112886.750000 Penalty: 4975.398438
	Iteration 61Q: 3 clusters Score -2112887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2112884.750000 Penalty: 4975.398438
	Iteration 62Q: 3 clusters Score -2112885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2112887.000000 Penalty: 4975.398438
	Iteration 63Q: 3 clusters Score -2112887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2112889.250000 Penalty: 4975.398438
	Iteration 64Q: 3 clusters Score -2112889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2112888.250000 Penalty: 4975.398438
	Iteration 65Q: 3 clusters Score -2112888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2112889.000000 Penalty: 4975.398438
	Iteration 66Q: 3 clusters Score -2112889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2112889.000000 Penalty: 4975.398438
	Iteration 67Q: 3 clusters Score -2112889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2112886.250000 Penalty: 4975.398438
	Iteration 68Q: 3 clusters Score -2112886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2112887.250000 Penalty: 4975.398438
	Iteration 69Q: 3 clusters Score -2112887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2112889.250000 Penalty: 4975.398438
	Iteration 70Q: 3 clusters Score -2112889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2112890.500000 Penalty: 4975.398438
	Iteration 71Q: 3 clusters Score -2112890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2112891.500000 Penalty: 4975.398438
	Iteration 72Q: 3 clusters Score -2112892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2112891.500000 Penalty: 4975.398438
	Iteration 73F: 3 clusters Score -2112892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 135234 members 
Mstep: Class 3 contains 27887 members 
Mstep: Class 4 contains 63364 members 
Mstep: Class 5 contains 24226 members 
Mstep: Class 6 contains 7495 members 
Mstep: Class 7 contains 223906 members 
Mstep: Class 8 contains 96571 members 
Mstep: Class 9 contains 307967 members 
Mstep: Class 10 contains 13801 members 
Mstep: Class 11 contains 220069 members 
Mstep: Class 12 contains 226666 members 
Mstep: Class 13 contains 5521 members 
Mstep: Class 14 contains 22072 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 8433 members 
Mstep: Class 17 contains 17708 members 
Mstep: Class 18 contains 10390 members 
Mstep: Class 19 contains 3949 members 
Mstep: Class 20 contains 101427 members 
Mstep: Class 21 contains 11531 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 4501 members 
Mstep: Class 25 contains 15526 members 
Mstep: Class 26 contains 38979 members 
Mstep: Class 27 contains 3629 members 
Mstep: Class 28 contains 10404 members 
Mstep: Class 29 contains 12750 members 
Mstep: Class 30 contains 8713 members 
Mstep: Class 31 contains 4929 members 
Mstep: Class 32 contains 17200 members 
Entering Unmasked Estep 
Score: -157696096.000000 Penalty: 113719.265625
Splitting cluster 13 changes total score from -157695824.000000 to -157696096.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (22072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Entering Unmasked Estep 
Score: -2007032.000000 Penalty: 2480.511963
	Iteration 0F: 2 clusters Score -2007032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1991574.000000 Penalty: 4961.023926
	Iteration 0F: 3 clusters Score -1991574 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1997386.000000 Penalty: 4961.023926
	Iteration 1F: 3 clusters Score -1997386 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1998707.750000 Penalty: 4961.023926
	Iteration 2F: 3 clusters Score -1998708 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2000328.125000 Penalty: 4961.023926
	Iteration 3F: 3 clusters Score -2000328 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2001767.875000 Penalty: 4961.023926
	Iteration 4F: 3 clusters Score -2001768 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2002879.500000 Penalty: 4961.023926
	Iteration 5F: 3 clusters Score -2002880 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2003777.875000 Penalty: 4961.023926
	Iteration 6F: 3 clusters Score -2003778 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2004518.250000 Penalty: 4961.023926
	Iteration 7Q: 3 clusters Score -2004518 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2004999.625000 Penalty: 4961.023926
	Iteration 8Q: 3 clusters Score -2005000 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2005343.375000 Penalty: 4961.023926
	Iteration 9Q: 3 clusters Score -2005343 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2005619.000000 Penalty: 4961.023926
	Iteration 10Q: 3 clusters Score -2005619 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2005873.250000 Penalty: 4961.023926
	Iteration 11Q: 3 clusters Score -2005873 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2006092.750000 Penalty: 4961.023926
	Iteration 12Q: 3 clusters Score -2006093 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2006285.875000 Penalty: 4961.023926
	Iteration 13Q: 3 clusters Score -2006286 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2006419.875000 Penalty: 4961.023926
	Iteration 14Q: 3 clusters Score -2006420 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2006502.625000 Penalty: 4961.023926
	Iteration 15Q: 3 clusters Score -2006503 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2006567.250000 Penalty: 4961.023926
	Iteration 16Q: 3 clusters Score -2006567 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2006617.875000 Penalty: 4961.023926
	Iteration 17Q: 3 clusters Score -2006618 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2006652.750000 Penalty: 4961.023926
	Iteration 18Q: 3 clusters Score -2006653 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2006677.500000 Penalty: 4961.023926
	Iteration 19Q: 3 clusters Score -2006678 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2006709.125000 Penalty: 4961.023926
	Iteration 20F: 3 clusters Score -2006709 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2006721.375000 Penalty: 4961.023926
	Iteration 21Q: 3 clusters Score -2006721 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2006735.125000 Penalty: 4961.023926
	Iteration 22Q: 3 clusters Score -2006735 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2006746.875000 Penalty: 4961.023926
	Iteration 23Q: 3 clusters Score -2006747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2006757.125000 Penalty: 4961.023926
	Iteration 24Q: 3 clusters Score -2006757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2006769.875000 Penalty: 4961.023926
	Iteration 25Q: 3 clusters Score -2006770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2006775.125000 Penalty: 4961.023926
	Iteration 26Q: 3 clusters Score -2006775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2006779.625000 Penalty: 4961.023926
	Iteration 27Q: 3 clusters Score -2006780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2006789.000000 Penalty: 4961.023926
	Iteration 28Q: 3 clusters Score -2006789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2006798.625000 Penalty: 4961.023926
	Iteration 29Q: 3 clusters Score -2006799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2006806.750000 Penalty: 4961.023926
	Iteration 30Q: 3 clusters Score -2006807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2006809.500000 Penalty: 4961.023926
	Iteration 31Q: 3 clusters Score -2006810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2006804.000000 Penalty: 4961.023926
	Iteration 32Q: 3 clusters Score -2006804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2006807.750000 Penalty: 4961.023926
	Iteration 33Q: 3 clusters Score -2006808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2006809.250000 Penalty: 4961.023926
	Iteration 34Q: 3 clusters Score -2006809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2006807.875000 Penalty: 4961.023926
	Iteration 35Q: 3 clusters Score -2006808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2006809.375000 Penalty: 4961.023926
	Iteration 36Q: 3 clusters Score -2006809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2006810.750000 Penalty: 4961.023926
	Iteration 37Q: 3 clusters Score -2006811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2006816.000000 Penalty: 4961.023926
	Iteration 38Q: 3 clusters Score -2006816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2006818.000000 Penalty: 4961.023926
	Iteration 39Q: 3 clusters Score -2006818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2006822.000000 Penalty: 4961.023926
	Iteration 40F: 3 clusters Score -2006822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2006820.500000 Penalty: 4961.023926
	Iteration 41Q: 3 clusters Score -2006820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2006820.500000 Penalty: 4961.023926
	Iteration 42F: 3 clusters Score -2006820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Entering Unmasked Estep 
Score: -734399.375000 Penalty: 2241.896973
	Iteration 0F: 2 clusters Score -734399.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -727830.437500 Penalty: 4483.793945
	Iteration 0F: 3 clusters Score -727830.4 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -729778.500000 Penalty: 4483.793945
	Iteration 1F: 3 clusters Score -729778.5 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -730206.062500 Penalty: 4483.793945
	Iteration 2F: 3 clusters Score -730206.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -730564.312500 Penalty: 4483.793945
	Iteration 3F: 3 clusters Score -730564.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -730861.437500 Penalty: 4483.793945
	Iteration 4F: 3 clusters Score -730861.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -731090.625000 Penalty: 4483.793945
	Iteration 5Q: 3 clusters Score -731090.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -731292.250000 Penalty: 4483.793945
	Iteration 6Q: 3 clusters Score -731292.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -731452.500000 Penalty: 4483.793945
	Iteration 7Q: 3 clusters Score -731452.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -731598.187500 Penalty: 4483.793945
	Iteration 8Q: 3 clusters Score -731598.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -731729.062500 Penalty: 4483.793945
	Iteration 9Q: 3 clusters Score -731729.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -731840.500000 Penalty: 4483.793945
	Iteration 10Q: 3 clusters Score -731840.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -731938.000000 Penalty: 4483.793945
	Iteration 11Q: 3 clusters Score -731938 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -732018.437500 Penalty: 4483.793945
	Iteration 12Q: 3 clusters Score -732018.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -732087.062500 Penalty: 4483.793945
	Iteration 13Q: 3 clusters Score -732087.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -732153.312500 Penalty: 4483.793945
	Iteration 14Q: 3 clusters Score -732153.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -732223.062500 Penalty: 4483.793945
	Iteration 15Q: 3 clusters Score -732223.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -732279.875000 Penalty: 4483.793945
	Iteration 16Q: 3 clusters Score -732279.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -732322.687500 Penalty: 4483.793945
	Iteration 17Q: 3 clusters Score -732322.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -732374.937500 Penalty: 4483.793945
	Iteration 18Q: 3 clusters Score -732374.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -732412.937500 Penalty: 4483.793945
	Iteration 19Q: 3 clusters Score -732412.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -732447.562500 Penalty: 4483.793945
	Iteration 20F: 3 clusters Score -732447.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -732483.125000 Penalty: 4483.793945
	Iteration 21Q: 3 clusters Score -732483.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -732512.062500 Penalty: 4483.793945
	Iteration 22Q: 3 clusters Score -732512.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -732535.000000 Penalty: 4483.793945
	Iteration 23Q: 3 clusters Score -732535 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -732554.437500 Penalty: 4483.793945
	Iteration 24Q: 3 clusters Score -732554.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -732572.437500 Penalty: 4483.793945
	Iteration 25Q: 3 clusters Score -732572.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -732587.000000 Penalty: 4483.793945
	Iteration 26Q: 3 clusters Score -732587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -732595.187500 Penalty: 4483.793945
	Iteration 27Q: 3 clusters Score -732595.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -732606.375000 Penalty: 4483.793945
	Iteration 28Q: 3 clusters Score -732606.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -732613.062500 Penalty: 4483.793945
	Iteration 29Q: 3 clusters Score -732613.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -732621.375000 Penalty: 4483.793945
	Iteration 30Q: 3 clusters Score -732621.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -732625.625000 Penalty: 4483.793945
	Iteration 31Q: 3 clusters Score -732625.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -732629.812500 Penalty: 4483.793945
	Iteration 32Q: 3 clusters Score -732629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -732631.937500 Penalty: 4483.793945
	Iteration 33Q: 3 clusters Score -732631.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -732633.437500 Penalty: 4483.793945
	Iteration 34Q: 3 clusters Score -732633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -732635.125000 Penalty: 4483.793945
	Iteration 35Q: 3 clusters Score -732635.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -732638.625000 Penalty: 4483.793945
	Iteration 36Q: 3 clusters Score -732638.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -732641.375000 Penalty: 4483.793945
	Iteration 37Q: 3 clusters Score -732641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -732642.750000 Penalty: 4483.793945
	Iteration 38Q: 3 clusters Score -732642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -732643.187500 Penalty: 4483.793945
	Iteration 39Q: 3 clusters Score -732643.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -732641.937500 Penalty: 4483.793945
	Iteration 40F: 3 clusters Score -732641.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -732643.750000 Penalty: 4483.793945
	Iteration 41Q: 3 clusters Score -732643.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -732643.750000 Penalty: 4483.793945
	Iteration 42F: 3 clusters Score -732643.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Entering Unmasked Estep 
Score: -1716107.875000 Penalty: 2425.879395
	Iteration 0F: 2 clusters Score -1716108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1703500.750000 Penalty: 4851.758789
	Iteration 0F: 3 clusters Score -1703501 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1707617.875000 Penalty: 4851.758789
	Iteration 1F: 3 clusters Score -1707618 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1708038.875000 Penalty: 4851.758789
	Iteration 2F: 3 clusters Score -1708039 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1708353.500000 Penalty: 4851.758789
	Iteration 3Q: 3 clusters Score -1708354 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1708666.500000 Penalty: 4851.758789
	Iteration 4Q: 3 clusters Score -1708666 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1708996.625000 Penalty: 4851.758789
	Iteration 5Q: 3 clusters Score -1708997 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1709358.875000 Penalty: 4851.758789
	Iteration 6Q: 3 clusters Score -1709359 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1709846.000000 Penalty: 4851.758789
	Iteration 7Q: 3 clusters Score -1709846 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1710439.500000 Penalty: 4851.758789
	Iteration 8Q: 3 clusters Score -1710440 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1711207.500000 Penalty: 4851.758789
	Iteration 9F: 3 clusters Score -1711208 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1712016.125000 Penalty: 4851.758789
	Iteration 10F: 3 clusters Score -1712016 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1712693.250000 Penalty: 4851.758789
	Iteration 11Q: 3 clusters Score -1712693 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1713246.750000 Penalty: 4851.758789
	Iteration 12Q: 3 clusters Score -1713247 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1713586.750000 Penalty: 4851.758789
	Iteration 13Q: 3 clusters Score -1713587 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1713749.750000 Penalty: 4851.758789
	Iteration 14Q: 3 clusters Score -1713750 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1713842.250000 Penalty: 4851.758789
	Iteration 15Q: 3 clusters Score -1713842 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1713894.875000 Penalty: 4851.758789
	Iteration 16Q: 3 clusters Score -1713895 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1713930.750000 Penalty: 4851.758789
	Iteration 17Q: 3 clusters Score -1713931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1713947.875000 Penalty: 4851.758789
	Iteration 18Q: 3 clusters Score -1713948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1713959.750000 Penalty: 4851.758789
	Iteration 19Q: 3 clusters Score -1713960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1713967.875000 Penalty: 4851.758789
	Iteration 20F: 3 clusters Score -1713968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1713976.750000 Penalty: 4851.758789
	Iteration 21Q: 3 clusters Score -1713977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1713978.875000 Penalty: 4851.758789
	Iteration 22Q: 3 clusters Score -1713979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1713993.625000 Penalty: 4851.758789
	Iteration 23Q: 3 clusters Score -1713994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1714000.125000 Penalty: 4851.758789
	Iteration 24Q: 3 clusters Score -1714000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1714006.125000 Penalty: 4851.758789
	Iteration 25Q: 3 clusters Score -1714006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1714012.875000 Penalty: 4851.758789
	Iteration 26Q: 3 clusters Score -1714013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1714015.625000 Penalty: 4851.758789
	Iteration 27Q: 3 clusters Score -1714016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1714021.125000 Penalty: 4851.758789
	Iteration 28Q: 3 clusters Score -1714021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1714023.375000 Penalty: 4851.758789
	Iteration 29Q: 3 clusters Score -1714023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1714024.250000 Penalty: 4851.758789
	Iteration 30Q: 3 clusters Score -1714024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1714023.875000 Penalty: 4851.758789
	Iteration 31Q: 3 clusters Score -1714024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1714022.500000 Penalty: 4851.758789
	Iteration 32Q: 3 clusters Score -1714022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1714022.500000 Penalty: 4851.758789
	Iteration 33F: 3 clusters Score -1714022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Entering Unmasked Estep 
Score: -990011.812500 Penalty: 2293.652588
	Iteration 0F: 2 clusters Score -990011.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -981995.125000 Penalty: 4587.305176
	Iteration 0F: 3 clusters Score -981995.1 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -984294.562500 Penalty: 4587.305176
	Iteration 1F: 3 clusters Score -984294.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -984579.250000 Penalty: 4587.305176
	Iteration 2F: 3 clusters Score -984579.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -984770.125000 Penalty: 4587.305176
	Iteration 3Q: 3 clusters Score -984770.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -984931.375000 Penalty: 4587.305176
	Iteration 4Q: 3 clusters Score -984931.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -985066.562500 Penalty: 4587.305176
	Iteration 5Q: 3 clusters Score -985066.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -985184.562500 Penalty: 4587.305176
	Iteration 6Q: 3 clusters Score -985184.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -985304.250000 Penalty: 4587.305176
	Iteration 7Q: 3 clusters Score -985304.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -985446.625000 Penalty: 4587.305176
	Iteration 8Q: 3 clusters Score -985446.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -985599.437500 Penalty: 4587.305176
	Iteration 9Q: 3 clusters Score -985599.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -985791.562500 Penalty: 4587.305176
	Iteration 10Q: 3 clusters Score -985791.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -985992.937500 Penalty: 4587.305176
	Iteration 11Q: 3 clusters Score -985992.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -986191.687500 Penalty: 4587.305176
	Iteration 12Q: 3 clusters Score -986191.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -986347.562500 Penalty: 4587.305176
	Iteration 13Q: 3 clusters Score -986347.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -986519.375000 Penalty: 4587.305176
	Iteration 14Q: 3 clusters Score -986519.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -986699.500000 Penalty: 4587.305176
	Iteration 15Q: 3 clusters Score -986699.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -986868.125000 Penalty: 4587.305176
	Iteration 16Q: 3 clusters Score -986868.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -987056.812500 Penalty: 4587.305176
	Iteration 17Q: 3 clusters Score -987056.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -987249.125000 Penalty: 4587.305176
	Iteration 18Q: 3 clusters Score -987249.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -987404.125000 Penalty: 4587.305176
	Iteration 19Q: 3 clusters Score -987404.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -987508.312500 Penalty: 4587.305176
	Iteration 20F: 3 clusters Score -987508.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -987582.062500 Penalty: 4587.305176
	Iteration 21Q: 3 clusters Score -987582.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -987641.250000 Penalty: 4587.305176
	Iteration 22Q: 3 clusters Score -987641.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -987691.250000 Penalty: 4587.305176
	Iteration 23Q: 3 clusters Score -987691.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -987727.062500 Penalty: 4587.305176
	Iteration 24Q: 3 clusters Score -987727.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -987770.500000 Penalty: 4587.305176
	Iteration 25Q: 3 clusters Score -987770.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -987808.875000 Penalty: 4587.305176
	Iteration 26Q: 3 clusters Score -987808.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -987843.937500 Penalty: 4587.305176
	Iteration 27Q: 3 clusters Score -987843.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -987865.750000 Penalty: 4587.305176
	Iteration 28Q: 3 clusters Score -987865.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -987884.750000 Penalty: 4587.305176
	Iteration 29Q: 3 clusters Score -987884.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -987903.125000 Penalty: 4587.305176
	Iteration 30Q: 3 clusters Score -987903.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -987922.437500 Penalty: 4587.305176
	Iteration 31Q: 3 clusters Score -987922.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -987938.187500 Penalty: 4587.305176
	Iteration 32Q: 3 clusters Score -987938.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -987951.000000 Penalty: 4587.305176
	Iteration 33Q: 3 clusters Score -987951 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -987961.500000 Penalty: 4587.305176
	Iteration 34Q: 3 clusters Score -987961.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -987971.875000 Penalty: 4587.305176
	Iteration 35Q: 3 clusters Score -987971.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -987986.000000 Penalty: 4587.305176
	Iteration 36Q: 3 clusters Score -987986 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -988004.812500 Penalty: 4587.305176
	Iteration 37Q: 3 clusters Score -988004.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -988019.812500 Penalty: 4587.305176
	Iteration 38Q: 3 clusters Score -988019.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -988035.875000 Penalty: 4587.305176
	Iteration 39Q: 3 clusters Score -988035.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -988048.187500 Penalty: 4587.305176
	Iteration 40F: 3 clusters Score -988048.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -988060.812500 Penalty: 4587.305176
	Iteration 41Q: 3 clusters Score -988060.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -988077.687500 Penalty: 4587.305176
	Iteration 42Q: 3 clusters Score -988077.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -988093.250000 Penalty: 4587.305176
	Iteration 43Q: 3 clusters Score -988093.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -988109.562500 Penalty: 4587.305176
	Iteration 44Q: 3 clusters Score -988109.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -988126.000000 Penalty: 4587.305176
	Iteration 45Q: 3 clusters Score -988126 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -988149.062500 Penalty: 4587.305176
	Iteration 46Q: 3 clusters Score -988149.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -988169.375000 Penalty: 4587.305176
	Iteration 47Q: 3 clusters Score -988169.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -988198.812500 Penalty: 4587.305176
	Iteration 48Q: 3 clusters Score -988198.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -988230.812500 Penalty: 4587.305176
	Iteration 49Q: 3 clusters Score -988230.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -988265.562500 Penalty: 4587.305176
	Iteration 50Q: 3 clusters Score -988265.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -988305.937500 Penalty: 4587.305176
	Iteration 51Q: 3 clusters Score -988305.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -988352.937500 Penalty: 4587.305176
	Iteration 52Q: 3 clusters Score -988352.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -988404.312500 Penalty: 4587.305176
	Iteration 53Q: 3 clusters Score -988404.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -988445.687500 Penalty: 4587.305176
	Iteration 54Q: 3 clusters Score -988445.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -988483.625000 Penalty: 4587.305176
	Iteration 55Q: 3 clusters Score -988483.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -988511.812500 Penalty: 4587.305176
	Iteration 56Q: 3 clusters Score -988511.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -988544.687500 Penalty: 4587.305176
	Iteration 57Q: 3 clusters Score -988544.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -988575.187500 Penalty: 4587.305176
	Iteration 58Q: 3 clusters Score -988575.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -988604.187500 Penalty: 4587.305176
	Iteration 59Q: 3 clusters Score -988604.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -988623.312500 Penalty: 4587.305176
	Iteration 60F: 3 clusters Score -988623.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -988634.750000 Penalty: 4587.305176
	Iteration 61Q: 3 clusters Score -988634.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -988644.437500 Penalty: 4587.305176
	Iteration 62Q: 3 clusters Score -988644.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -988658.437500 Penalty: 4587.305176
	Iteration 63Q: 3 clusters Score -988658.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -988661.687500 Penalty: 4587.305176
	Iteration 64Q: 3 clusters Score -988661.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -988666.500000 Penalty: 4587.305176
	Iteration 65Q: 3 clusters Score -988666.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -988673.000000 Penalty: 4587.305176
	Iteration 66Q: 3 clusters Score -988673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -988681.625000 Penalty: 4587.305176
	Iteration 67Q: 3 clusters Score -988681.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -988686.125000 Penalty: 4587.305176
	Iteration 68Q: 3 clusters Score -988686.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -988689.437500 Penalty: 4587.305176
	Iteration 69Q: 3 clusters Score -988689.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -988693.687500 Penalty: 4587.305176
	Iteration 70Q: 3 clusters Score -988693.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -988697.437500 Penalty: 4587.305176
	Iteration 71Q: 3 clusters Score -988697.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -988698.500000 Penalty: 4587.305176
	Iteration 72Q: 3 clusters Score -988698.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -988704.500000 Penalty: 4587.305176
	Iteration 73Q: 3 clusters Score -988704.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -988706.000000 Penalty: 4587.305176
	Iteration 74Q: 3 clusters Score -988706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -988709.187500 Penalty: 4587.305176
	Iteration 75Q: 3 clusters Score -988709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -988709.937500 Penalty: 4587.305176
	Iteration 76Q: 3 clusters Score -988709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -988711.312500 Penalty: 4587.305176
	Iteration 77Q: 3 clusters Score -988711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -988711.250000 Penalty: 4587.305176
	Iteration 78Q: 3 clusters Score -988711.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -988713.937500 Penalty: 4587.305176
	Iteration 79Q: 3 clusters Score -988713.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -988714.312500 Penalty: 4587.305176
	Iteration 80F: 3 clusters Score -988714.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -988714.812500 Penalty: 4587.305176
	Iteration 81Q: 3 clusters Score -988714.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -988715.500000 Penalty: 4587.305176
	Iteration 82Q: 3 clusters Score -988715.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -988714.125000 Penalty: 4587.305176
	Iteration 83Q: 3 clusters Score -988714.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -988715.312500 Penalty: 4587.305176
	Iteration 84Q: 3 clusters Score -988715.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -988717.062500 Penalty: 4587.305176
	Iteration 85Q: 3 clusters Score -988717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -988717.562500 Penalty: 4587.305176
	Iteration 86Q: 3 clusters Score -988717.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -988717.062500 Penalty: 4587.305176
	Iteration 87Q: 3 clusters Score -988717.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -988717.062500 Penalty: 4587.305176
	Iteration 88F: 3 clusters Score -988717.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Entering Unmasked Estep 
Score: -370070.062500 Penalty: 2053.741943
	Iteration 0F: 2 clusters Score -370070.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -366233.718750 Penalty: 4107.483887
	Iteration 0F: 3 clusters Score -366233.7 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -367032.312500 Penalty: 4107.483887
	Iteration 1F: 3 clusters Score -367032.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -367222.500000 Penalty: 4107.483887
	Iteration 2F: 3 clusters Score -367222.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -367343.656250 Penalty: 4107.483887
	Iteration 3F: 3 clusters Score -367343.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -367417.343750 Penalty: 4107.483887
	Iteration 4Q: 3 clusters Score -367417.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -367475.343750 Penalty: 4107.483887
	Iteration 5Q: 3 clusters Score -367475.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -367499.812500 Penalty: 4107.483887
	Iteration 6Q: 3 clusters Score -367499.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -367516.718750 Penalty: 4107.483887
	Iteration 7Q: 3 clusters Score -367516.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -367529.125000 Penalty: 4107.483887
	Iteration 8Q: 3 clusters Score -367529.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -367540.937500 Penalty: 4107.483887
	Iteration 9Q: 3 clusters Score -367540.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -367556.531250 Penalty: 4107.483887
	Iteration 10Q: 3 clusters Score -367556.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -367568.656250 Penalty: 4107.483887
	Iteration 11Q: 3 clusters Score -367568.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -367579.093750 Penalty: 4107.483887
	Iteration 12Q: 3 clusters Score -367579.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -367587.687500 Penalty: 4107.483887
	Iteration 13Q: 3 clusters Score -367587.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -367592.062500 Penalty: 4107.483887
	Iteration 14Q: 3 clusters Score -367592.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -367597.437500 Penalty: 4107.483887
	Iteration 15Q: 3 clusters Score -367597.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -367603.531250 Penalty: 4107.483887
	Iteration 16Q: 3 clusters Score -367603.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -367609.343750 Penalty: 4107.483887
	Iteration 17Q: 3 clusters Score -367609.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -367620.312500 Penalty: 4107.483887
	Iteration 18Q: 3 clusters Score -367620.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -367630.687500 Penalty: 4107.483887
	Iteration 19Q: 3 clusters Score -367630.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -367643.187500 Penalty: 4107.483887
	Iteration 20F: 3 clusters Score -367643.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -367654.562500 Penalty: 4107.483887
	Iteration 21Q: 3 clusters Score -367654.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -367664.875000 Penalty: 4107.483887
	Iteration 22Q: 3 clusters Score -367664.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -367672.718750 Penalty: 4107.483887
	Iteration 23Q: 3 clusters Score -367672.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -367679.000000 Penalty: 4107.483887
	Iteration 24Q: 3 clusters Score -367679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -367684.343750 Penalty: 4107.483887
	Iteration 25Q: 3 clusters Score -367684.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -367688.000000 Penalty: 4107.483887
	Iteration 26Q: 3 clusters Score -367688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -367691.593750 Penalty: 4107.483887
	Iteration 27Q: 3 clusters Score -367691.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -367694.375000 Penalty: 4107.483887
	Iteration 28Q: 3 clusters Score -367694.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -367698.468750 Penalty: 4107.483887
	Iteration 29Q: 3 clusters Score -367698.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -367702.468750 Penalty: 4107.483887
	Iteration 30Q: 3 clusters Score -367702.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -367706.875000 Penalty: 4107.483887
	Iteration 31Q: 3 clusters Score -367706.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -367715.687500 Penalty: 4107.483887
	Iteration 32Q: 3 clusters Score -367715.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -367718.718750 Penalty: 4107.483887
	Iteration 33Q: 3 clusters Score -367718.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -367719.906250 Penalty: 4107.483887
	Iteration 34Q: 3 clusters Score -367719.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -367722.312500 Penalty: 4107.483887
	Iteration 35Q: 3 clusters Score -367722.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -367723.312500 Penalty: 4107.483887
	Iteration 36Q: 3 clusters Score -367723.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -367727.125000 Penalty: 4107.483887
	Iteration 37Q: 3 clusters Score -367727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -367728.281250 Penalty: 4107.483887
	Iteration 38Q: 3 clusters Score -367728.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -367728.687500 Penalty: 4107.483887
	Iteration 39Q: 3 clusters Score -367728.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -367730.656250 Penalty: 4107.483887
	Iteration 40F: 3 clusters Score -367730.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -367732.000000 Penalty: 4107.483887
	Iteration 41Q: 3 clusters Score -367732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -367731.625000 Penalty: 4107.483887
	Iteration 42Q: 3 clusters Score -367731.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -367731.625000 Penalty: 4107.483887
	Iteration 43F: 3 clusters Score -367731.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (101427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101427 members 
Entering Unmasked Estep 
Score: -10005006.000000 Penalty: 2858.719482
	Iteration 0F: 2 clusters Score -1.000501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -9937082.000000 Penalty: 5717.438965
	Iteration 0F: 3 clusters Score -9937082 nChanged 48132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -9964401.000000 Penalty: 5717.438965
	Iteration 1F: 3 clusters Score -9964401 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -9965141.000000 Penalty: 5717.438965
	Iteration 2Q: 3 clusters Score -9965141 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -9965989.000000 Penalty: 5717.438965
	Iteration 3Q: 3 clusters Score -9965989 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -9966821.000000 Penalty: 5717.438965
	Iteration 4Q: 3 clusters Score -9966821 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -9967750.000000 Penalty: 5717.438965
	Iteration 5Q: 3 clusters Score -9967750 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60655 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -9969205.000000 Penalty: 5717.438965
	Iteration 6Q: 3 clusters Score -9969205 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -9971758.000000 Penalty: 5717.438965
	Iteration 7Q: 3 clusters Score -9971758 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -9976120.000000 Penalty: 5717.438965
	Iteration 8F: 3 clusters Score -9976120 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -9982934.000000 Penalty: 5717.438965
	Iteration 9F: 3 clusters Score -9982934 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89258 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -9991070.000000 Penalty: 5717.438965
	Iteration 10F: 3 clusters Score -9991070 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -9997616.000000 Penalty: 5717.438965
	Iteration 11F: 3 clusters Score -9997616 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99459 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -10000858.000000 Penalty: 5717.438965
	Iteration 12Q: 3 clusters Score -1.000086e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100586 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10001880.000000 Penalty: 5717.438965
	Iteration 13Q: 3 clusters Score -1.000188e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100880 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10002189.000000 Penalty: 5717.438965
	Iteration 14Q: 3 clusters Score -1.000219e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100986 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -10002299.000000 Penalty: 5717.438965
	Iteration 15Q: 3 clusters Score -1.00023e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10002372.000000 Penalty: 5717.438965
	Iteration 16Q: 3 clusters Score -1.000237e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101065 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10002420.000000 Penalty: 5717.438965
	Iteration 17Q: 3 clusters Score -1.000242e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101080 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10002448.000000 Penalty: 5717.438965
	Iteration 18Q: 3 clusters Score -1.000245e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101096 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10002479.000000 Penalty: 5717.438965
	Iteration 19Q: 3 clusters Score -1.000248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101108 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10002495.000000 Penalty: 5717.438965
	Iteration 20F: 3 clusters Score -1.00025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101114 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10002509.000000 Penalty: 5717.438965
	Iteration 21Q: 3 clusters Score -1.000251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101113 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10002511.000000 Penalty: 5717.438965
	Iteration 22Q: 3 clusters Score -1.000251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101113 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10002510.000000 Penalty: 5717.438965
	Iteration 23Q: 3 clusters Score -1.000251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101112 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10002510.000000 Penalty: 5717.438965
	Iteration 24Q: 3 clusters Score -1.000251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101113 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10002511.000000 Penalty: 5717.438965
	Iteration 25Q: 3 clusters Score -1.000251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10002510.000000 Penalty: 5717.438965
	Iteration 26Q: 3 clusters Score -1.000251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101116 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10002517.000000 Penalty: 5717.438965
	Iteration 27Q: 3 clusters Score -1.000252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101118 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10002515.000000 Penalty: 5717.438965
	Iteration 28Q: 3 clusters Score -1.000252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101119 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10002508.000000 Penalty: 5717.438965
	Iteration 29Q: 3 clusters Score -1.000251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101119 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10002508.000000 Penalty: 5717.438965
	Iteration 30F: 3 clusters Score -1.000251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Entering Unmasked Estep 
Score: -1086882.625000 Penalty: 2319.493164
	Iteration 0F: 2 clusters Score -1086883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1078243.625000 Penalty: 4638.986328
	Iteration 0F: 3 clusters Score -1078244 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1080779.250000 Penalty: 4638.986328
	Iteration 1F: 3 clusters Score -1080779 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1081070.750000 Penalty: 4638.986328
	Iteration 2F: 3 clusters Score -1081071 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1081316.250000 Penalty: 4638.986328
	Iteration 3Q: 3 clusters Score -1081316 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1081535.250000 Penalty: 4638.986328
	Iteration 4Q: 3 clusters Score -1081535 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1081793.250000 Penalty: 4638.986328
	Iteration 5Q: 3 clusters Score -1081793 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1082094.875000 Penalty: 4638.986328
	Iteration 6Q: 3 clusters Score -1082095 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1082433.000000 Penalty: 4638.986328
	Iteration 7Q: 3 clusters Score -1082433 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1082901.500000 Penalty: 4638.986328
	Iteration 8F: 3 clusters Score -1082902 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1083484.875000 Penalty: 4638.986328
	Iteration 9F: 3 clusters Score -1083485 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1084053.875000 Penalty: 4638.986328
	Iteration 10F: 3 clusters Score -1084054 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1084520.625000 Penalty: 4638.986328
	Iteration 11Q: 3 clusters Score -1084521 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1084852.125000 Penalty: 4638.986328
	Iteration 12Q: 3 clusters Score -1084852 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1085076.250000 Penalty: 4638.986328
	Iteration 13Q: 3 clusters Score -1085076 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1085222.750000 Penalty: 4638.986328
	Iteration 14Q: 3 clusters Score -1085223 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1085328.000000 Penalty: 4638.986328
	Iteration 15Q: 3 clusters Score -1085328 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1085387.000000 Penalty: 4638.986328
	Iteration 16Q: 3 clusters Score -1085387 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1085430.375000 Penalty: 4638.986328
	Iteration 17Q: 3 clusters Score -1085430 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1085474.625000 Penalty: 4638.986328
	Iteration 18Q: 3 clusters Score -1085475 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1085511.250000 Penalty: 4638.986328
	Iteration 19Q: 3 clusters Score -1085511 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1085537.875000 Penalty: 4638.986328
	Iteration 20F: 3 clusters Score -1085538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1085552.375000 Penalty: 4638.986328
	Iteration 21Q: 3 clusters Score -1085552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1085564.000000 Penalty: 4638.986328
	Iteration 22Q: 3 clusters Score -1085564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1085579.875000 Penalty: 4638.986328
	Iteration 23Q: 3 clusters Score -1085580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1085595.500000 Penalty: 4638.986328
	Iteration 24Q: 3 clusters Score -1085596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1085605.875000 Penalty: 4638.986328
	Iteration 25Q: 3 clusters Score -1085606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1085617.250000 Penalty: 4638.986328
	Iteration 26Q: 3 clusters Score -1085617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1085628.250000 Penalty: 4638.986328
	Iteration 27Q: 3 clusters Score -1085628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1085638.000000 Penalty: 4638.986328
	Iteration 28Q: 3 clusters Score -1085638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1085637.750000 Penalty: 4638.986328
	Iteration 29Q: 3 clusters Score -1085638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1085645.000000 Penalty: 4638.986328
	Iteration 30Q: 3 clusters Score -1085645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1085651.875000 Penalty: 4638.986328
	Iteration 31Q: 3 clusters Score -1085652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1085656.250000 Penalty: 4638.986328
	Iteration 32Q: 3 clusters Score -1085656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1085661.000000 Penalty: 4638.986328
	Iteration 33Q: 3 clusters Score -1085661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1085663.375000 Penalty: 4638.986328
	Iteration 34Q: 3 clusters Score -1085663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1085668.500000 Penalty: 4638.986328
	Iteration 35Q: 3 clusters Score -1085668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1085670.125000 Penalty: 4638.986328
	Iteration 36Q: 3 clusters Score -1085670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1085667.500000 Penalty: 4638.986328
	Iteration 37Q: 3 clusters Score -1085668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1085667.625000 Penalty: 4638.986328
	Iteration 38Q: 3 clusters Score -1085668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1085669.875000 Penalty: 4638.986328
	Iteration 39Q: 3 clusters Score -1085670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1085671.125000 Penalty: 4638.986328
	Iteration 40F: 3 clusters Score -1085671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1085671.875000 Penalty: 4638.986328
	Iteration 41Q: 3 clusters Score -1085672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1085670.500000 Penalty: 4638.986328
	Iteration 42Q: 3 clusters Score -1085670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1085671.000000 Penalty: 4638.986328
	Iteration 43Q: 3 clusters Score -1085671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1085672.625000 Penalty: 4638.986328
	Iteration 44Q: 3 clusters Score -1085673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1085672.500000 Penalty: 4638.986328
	Iteration 45Q: 3 clusters Score -1085672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1085671.375000 Penalty: 4638.986328
	Iteration 46Q: 3 clusters Score -1085671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1085671.375000 Penalty: 4638.986328
	Iteration 47F: 3 clusters Score -1085671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Entering Unmasked Estep 
Score: -796893.000000 Penalty: 2228.948730
	Iteration 0F: 2 clusters Score -796893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -790503.687500 Penalty: 4457.897461
	Iteration 0F: 3 clusters Score -790503.7 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -792165.000000 Penalty: 4457.897461
	Iteration 1F: 3 clusters Score -792165 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -792393.312500 Penalty: 4457.897461
	Iteration 2F: 3 clusters Score -792393.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -792553.187500 Penalty: 4457.897461
	Iteration 3Q: 3 clusters Score -792553.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -792651.687500 Penalty: 4457.897461
	Iteration 4Q: 3 clusters Score -792651.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -792735.937500 Penalty: 4457.897461
	Iteration 5Q: 3 clusters Score -792735.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -792792.500000 Penalty: 4457.897461
	Iteration 6Q: 3 clusters Score -792792.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -792836.750000 Penalty: 4457.897461
	Iteration 7Q: 3 clusters Score -792836.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -792868.750000 Penalty: 4457.897461
	Iteration 8Q: 3 clusters Score -792868.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -792901.500000 Penalty: 4457.897461
	Iteration 9Q: 3 clusters Score -792901.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -792932.062500 Penalty: 4457.897461
	Iteration 10Q: 3 clusters Score -792932.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -792956.687500 Penalty: 4457.897461
	Iteration 11Q: 3 clusters Score -792956.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -792985.375000 Penalty: 4457.897461
	Iteration 12Q: 3 clusters Score -792985.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -793009.812500 Penalty: 4457.897461
	Iteration 13Q: 3 clusters Score -793009.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -793037.562500 Penalty: 4457.897461
	Iteration 14Q: 3 clusters Score -793037.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -793057.937500 Penalty: 4457.897461
	Iteration 15Q: 3 clusters Score -793057.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -793086.312500 Penalty: 4457.897461
	Iteration 16Q: 3 clusters Score -793086.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -793119.625000 Penalty: 4457.897461
	Iteration 17Q: 3 clusters Score -793119.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -793159.500000 Penalty: 4457.897461
	Iteration 18Q: 3 clusters Score -793159.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -793200.125000 Penalty: 4457.897461
	Iteration 19Q: 3 clusters Score -793200.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -793239.750000 Penalty: 4457.897461
	Iteration 20F: 3 clusters Score -793239.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -793280.125000 Penalty: 4457.897461
	Iteration 21Q: 3 clusters Score -793280.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -793320.437500 Penalty: 4457.897461
	Iteration 22Q: 3 clusters Score -793320.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -793365.062500 Penalty: 4457.897461
	Iteration 23Q: 3 clusters Score -793365.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -793412.937500 Penalty: 4457.897461
	Iteration 24Q: 3 clusters Score -793412.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -793459.437500 Penalty: 4457.897461
	Iteration 25Q: 3 clusters Score -793459.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -793510.000000 Penalty: 4457.897461
	Iteration 26Q: 3 clusters Score -793510 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -793570.687500 Penalty: 4457.897461
	Iteration 27Q: 3 clusters Score -793570.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -793645.000000 Penalty: 4457.897461
	Iteration 28Q: 3 clusters Score -793645 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -793717.250000 Penalty: 4457.897461
	Iteration 29Q: 3 clusters Score -793717.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -793791.562500 Penalty: 4457.897461
	Iteration 30Q: 3 clusters Score -793791.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -793854.312500 Penalty: 4457.897461
	Iteration 31Q: 3 clusters Score -793854.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -793928.062500 Penalty: 4457.897461
	Iteration 32Q: 3 clusters Score -793928.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -793988.375000 Penalty: 4457.897461
	Iteration 33Q: 3 clusters Score -793988.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -794048.500000 Penalty: 4457.897461
	Iteration 34Q: 3 clusters Score -794048.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -794099.312500 Penalty: 4457.897461
	Iteration 35Q: 3 clusters Score -794099.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -794136.437500 Penalty: 4457.897461
	Iteration 36Q: 3 clusters Score -794136.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -794177.812500 Penalty: 4457.897461
	Iteration 37Q: 3 clusters Score -794177.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -794220.187500 Penalty: 4457.897461
	Iteration 38Q: 3 clusters Score -794220.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -794258.000000 Penalty: 4457.897461
	Iteration 39Q: 3 clusters Score -794258 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -794284.562500 Penalty: 4457.897461
	Iteration 40F: 3 clusters Score -794284.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -794303.625000 Penalty: 4457.897461
	Iteration 41Q: 3 clusters Score -794303.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -794315.687500 Penalty: 4457.897461
	Iteration 42Q: 3 clusters Score -794315.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -794324.187500 Penalty: 4457.897461
	Iteration 43Q: 3 clusters Score -794324.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -794331.875000 Penalty: 4457.897461
	Iteration 44Q: 3 clusters Score -794331.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -794340.562500 Penalty: 4457.897461
	Iteration 45Q: 3 clusters Score -794340.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -794346.750000 Penalty: 4457.897461
	Iteration 46Q: 3 clusters Score -794346.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -794355.375000 Penalty: 4457.897461
	Iteration 47Q: 3 clusters Score -794355.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -794362.937500 Penalty: 4457.897461
	Iteration 48Q: 3 clusters Score -794362.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -794368.625000 Penalty: 4457.897461
	Iteration 49Q: 3 clusters Score -794368.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -794375.187500 Penalty: 4457.897461
	Iteration 50Q: 3 clusters Score -794375.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -794382.250000 Penalty: 4457.897461
	Iteration 51Q: 3 clusters Score -794382.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -794392.875000 Penalty: 4457.897461
	Iteration 52Q: 3 clusters Score -794392.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -794404.375000 Penalty: 4457.897461
	Iteration 53Q: 3 clusters Score -794404.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -794411.125000 Penalty: 4457.897461
	Iteration 54Q: 3 clusters Score -794411.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -794420.750000 Penalty: 4457.897461
	Iteration 55Q: 3 clusters Score -794420.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -794429.750000 Penalty: 4457.897461
	Iteration 56Q: 3 clusters Score -794429.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -794438.375000 Penalty: 4457.897461
	Iteration 57Q: 3 clusters Score -794438.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -794444.812500 Penalty: 4457.897461
	Iteration 58Q: 3 clusters Score -794444.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -794455.250000 Penalty: 4457.897461
	Iteration 59Q: 3 clusters Score -794455.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -794463.437500 Penalty: 4457.897461
	Iteration 60F: 3 clusters Score -794463.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -794467.750000 Penalty: 4457.897461
	Iteration 61Q: 3 clusters Score -794467.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -794473.125000 Penalty: 4457.897461
	Iteration 62Q: 3 clusters Score -794473.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -794474.000000 Penalty: 4457.897461
	Iteration 63Q: 3 clusters Score -794474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -794478.562500 Penalty: 4457.897461
	Iteration 64Q: 3 clusters Score -794478.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -794485.375000 Penalty: 4457.897461
	Iteration 65Q: 3 clusters Score -794485.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -794492.687500 Penalty: 4457.897461
	Iteration 66Q: 3 clusters Score -794492.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -794497.875000 Penalty: 4457.897461
	Iteration 67Q: 3 clusters Score -794497.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -794507.250000 Penalty: 4457.897461
	Iteration 68Q: 3 clusters Score -794507.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -794517.312500 Penalty: 4457.897461
	Iteration 69Q: 3 clusters Score -794517.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -794525.875000 Penalty: 4457.897461
	Iteration 70Q: 3 clusters Score -794525.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -794536.812500 Penalty: 4457.897461
	Iteration 71Q: 3 clusters Score -794536.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -794552.937500 Penalty: 4457.897461
	Iteration 72Q: 3 clusters Score -794552.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -794573.312500 Penalty: 4457.897461
	Iteration 73Q: 3 clusters Score -794573.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -794587.250000 Penalty: 4457.897461
	Iteration 74Q: 3 clusters Score -794587.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -794595.750000 Penalty: 4457.897461
	Iteration 75Q: 3 clusters Score -794595.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -794602.750000 Penalty: 4457.897461
	Iteration 76Q: 3 clusters Score -794602.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -794614.125000 Penalty: 4457.897461
	Iteration 77Q: 3 clusters Score -794614.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -794623.687500 Penalty: 4457.897461
	Iteration 78Q: 3 clusters Score -794623.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -794634.375000 Penalty: 4457.897461
	Iteration 79Q: 3 clusters Score -794634.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -794642.687500 Penalty: 4457.897461
	Iteration 80F: 3 clusters Score -794642.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -794653.687500 Penalty: 4457.897461
	Iteration 81Q: 3 clusters Score -794653.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -794662.437500 Penalty: 4457.897461
	Iteration 82Q: 3 clusters Score -794662.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -794672.375000 Penalty: 4457.897461
	Iteration 83Q: 3 clusters Score -794672.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -794681.187500 Penalty: 4457.897461
	Iteration 84Q: 3 clusters Score -794681.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -794685.875000 Penalty: 4457.897461
	Iteration 85Q: 3 clusters Score -794685.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -794692.437500 Penalty: 4457.897461
	Iteration 86Q: 3 clusters Score -794692.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -794702.187500 Penalty: 4457.897461
	Iteration 87Q: 3 clusters Score -794702.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -794712.812500 Penalty: 4457.897461
	Iteration 88Q: 3 clusters Score -794712.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -794721.625000 Penalty: 4457.897461
	Iteration 89Q: 3 clusters Score -794721.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -794732.375000 Penalty: 4457.897461
	Iteration 90Q: 3 clusters Score -794732.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -794742.062500 Penalty: 4457.897461
	Iteration 91Q: 3 clusters Score -794742.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -794747.687500 Penalty: 4457.897461
	Iteration 92Q: 3 clusters Score -794747.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -794751.187500 Penalty: 4457.897461
	Iteration 93Q: 3 clusters Score -794751.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -794757.062500 Penalty: 4457.897461
	Iteration 94Q: 3 clusters Score -794757.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -794762.812500 Penalty: 4457.897461
	Iteration 95Q: 3 clusters Score -794762.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -794767.062500 Penalty: 4457.897461
	Iteration 96Q: 3 clusters Score -794767.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -794771.625000 Penalty: 4457.897461
	Iteration 97Q: 3 clusters Score -794771.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -794781.375000 Penalty: 4457.897461
	Iteration 98Q: 3 clusters Score -794781.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -794785.437500 Penalty: 4457.897461
	Iteration 99Q: 3 clusters Score -794785.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -794789.750000 Penalty: 4457.897461
	Iteration 100F: 3 clusters Score -794789.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -794793.375000 Penalty: 4457.897461
	Iteration 101Q: 3 clusters Score -794793.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -794798.750000 Penalty: 4457.897461
	Iteration 102Q: 3 clusters Score -794798.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -794803.250000 Penalty: 4457.897461
	Iteration 103Q: 3 clusters Score -794803.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -794809.000000 Penalty: 4457.897461
	Iteration 104Q: 3 clusters Score -794809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -794816.000000 Penalty: 4457.897461
	Iteration 105Q: 3 clusters Score -794816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -794823.500000 Penalty: 4457.897461
	Iteration 106Q: 3 clusters Score -794823.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -794834.437500 Penalty: 4457.897461
	Iteration 107Q: 3 clusters Score -794834.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -794840.312500 Penalty: 4457.897461
	Iteration 108Q: 3 clusters Score -794840.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -794848.375000 Penalty: 4457.897461
	Iteration 109Q: 3 clusters Score -794848.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -794858.437500 Penalty: 4457.897461
	Iteration 110Q: 3 clusters Score -794858.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -794869.125000 Penalty: 4457.897461
	Iteration 111Q: 3 clusters Score -794869.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -794881.625000 Penalty: 4457.897461
	Iteration 112Q: 3 clusters Score -794881.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -794891.812500 Penalty: 4457.897461
	Iteration 113Q: 3 clusters Score -794891.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -794906.687500 Penalty: 4457.897461
	Iteration 114Q: 3 clusters Score -794906.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -794917.500000 Penalty: 4457.897461
	Iteration 115Q: 3 clusters Score -794917.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -794927.750000 Penalty: 4457.897461
	Iteration 116Q: 3 clusters Score -794927.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -794935.437500 Penalty: 4457.897461
	Iteration 117Q: 3 clusters Score -794935.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -794938.500000 Penalty: 4457.897461
	Iteration 118Q: 3 clusters Score -794938.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -794941.875000 Penalty: 4457.897461
	Iteration 119Q: 3 clusters Score -794941.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -794950.562500 Penalty: 4457.897461
	Iteration 120F: 3 clusters Score -794950.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -794956.875000 Penalty: 4457.897461
	Iteration 121Q: 3 clusters Score -794956.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -794964.375000 Penalty: 4457.897461
	Iteration 122Q: 3 clusters Score -794964.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -794968.375000 Penalty: 4457.897461
	Iteration 123Q: 3 clusters Score -794968.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -794972.125000 Penalty: 4457.897461
	Iteration 124Q: 3 clusters Score -794972.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -794974.000000 Penalty: 4457.897461
	Iteration 125Q: 3 clusters Score -794974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -794980.625000 Penalty: 4457.897461
	Iteration 126Q: 3 clusters Score -794980.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -794986.250000 Penalty: 4457.897461
	Iteration 127Q: 3 clusters Score -794986.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -794987.375000 Penalty: 4457.897461
	Iteration 128Q: 3 clusters Score -794987.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -794988.250000 Penalty: 4457.897461
	Iteration 129Q: 3 clusters Score -794988.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -794990.625000 Penalty: 4457.897461
	Iteration 130Q: 3 clusters Score -794990.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -794995.250000 Penalty: 4457.897461
	Iteration 131Q: 3 clusters Score -794995.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -794998.312500 Penalty: 4457.897461
	Iteration 132Q: 3 clusters Score -794998.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -795006.000000 Penalty: 4457.897461
	Iteration 133Q: 3 clusters Score -795006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -795015.000000 Penalty: 4457.897461
	Iteration 134Q: 3 clusters Score -795015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -795017.937500 Penalty: 4457.897461
	Iteration 135Q: 3 clusters Score -795017.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -795021.500000 Penalty: 4457.897461
	Iteration 136Q: 3 clusters Score -795021.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -795023.250000 Penalty: 4457.897461
	Iteration 137Q: 3 clusters Score -795023.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -795024.562500 Penalty: 4457.897461
	Iteration 138Q: 3 clusters Score -795024.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -795026.437500 Penalty: 4457.897461
	Iteration 139Q: 3 clusters Score -795026.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -795031.625000 Penalty: 4457.897461
	Iteration 140F: 3 clusters Score -795031.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -795036.187500 Penalty: 4457.897461
	Iteration 141Q: 3 clusters Score -795036.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -795041.437500 Penalty: 4457.897461
	Iteration 142Q: 3 clusters Score -795041.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -795046.937500 Penalty: 4457.897461
	Iteration 143Q: 3 clusters Score -795046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -795048.250000 Penalty: 4457.897461
	Iteration 144Q: 3 clusters Score -795048.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -795049.687500 Penalty: 4457.897461
	Iteration 145Q: 3 clusters Score -795049.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -795050.187500 Penalty: 4457.897461
	Iteration 146Q: 3 clusters Score -795050.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -795054.937500 Penalty: 4457.897461
	Iteration 147Q: 3 clusters Score -795054.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -795055.437500 Penalty: 4457.897461
	Iteration 148Q: 3 clusters Score -795055.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -795057.062500 Penalty: 4457.897461
	Iteration 149Q: 3 clusters Score -795057.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -795058.687500 Penalty: 4457.897461
	Iteration 150Q: 3 clusters Score -795058.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -795059.875000 Penalty: 4457.897461
	Iteration 151Q: 3 clusters Score -795059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -795059.687500 Penalty: 4457.897461
	Iteration 152Q: 3 clusters Score -795059.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -795060.750000 Penalty: 4457.897461
	Iteration 153Q: 3 clusters Score -795060.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -795061.125000 Penalty: 4457.897461
	Iteration 154Q: 3 clusters Score -795061.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -795061.437500 Penalty: 4457.897461
	Iteration 155Q: 3 clusters Score -795061.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -795060.625000 Penalty: 4457.897461
	Iteration 156Q: 3 clusters Score -795060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -795060.250000 Penalty: 4457.897461
	Iteration 157Q: 3 clusters Score -795060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -795061.875000 Penalty: 4457.897461
	Iteration 158Q: 3 clusters Score -795061.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -795061.875000 Penalty: 4457.897461
	Iteration 159F: 3 clusters Score -795061.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Entering Unmasked Estep 
Score: -186697.984375 Penalty: 1901.919067
	Iteration 0F: 2 clusters Score -186698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -183962.312500 Penalty: 3803.838135
	Iteration 0F: 3 clusters Score -183962.3 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -184446.328125 Penalty: 3803.838135
	Iteration 1F: 3 clusters Score -184446.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -184613.968750 Penalty: 3803.838135
	Iteration 2F: 3 clusters Score -184614 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -184712.359375 Penalty: 3803.838135
	Iteration 3Q: 3 clusters Score -184712.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -184772.812500 Penalty: 3803.838135
	Iteration 4Q: 3 clusters Score -184772.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -184819.250000 Penalty: 3803.838135
	Iteration 5Q: 3 clusters Score -184819.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -184863.593750 Penalty: 3803.838135
	Iteration 6Q: 3 clusters Score -184863.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -184907.218750 Penalty: 3803.838135
	Iteration 7Q: 3 clusters Score -184907.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -184943.875000 Penalty: 3803.838135
	Iteration 8Q: 3 clusters Score -184943.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -184975.687500 Penalty: 3803.838135
	Iteration 9Q: 3 clusters Score -184975.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -185016.968750 Penalty: 3803.838135
	Iteration 10Q: 3 clusters Score -185017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -185055.468750 Penalty: 3803.838135
	Iteration 11Q: 3 clusters Score -185055.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -185087.843750 Penalty: 3803.838135
	Iteration 12Q: 3 clusters Score -185087.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -185122.703125 Penalty: 3803.838135
	Iteration 13Q: 3 clusters Score -185122.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -185172.078125 Penalty: 3803.838135
	Iteration 14Q: 3 clusters Score -185172.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -185217.718750 Penalty: 3803.838135
	Iteration 15Q: 3 clusters Score -185217.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -185265.468750 Penalty: 3803.838135
	Iteration 16Q: 3 clusters Score -185265.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -185315.843750 Penalty: 3803.838135
	Iteration 17Q: 3 clusters Score -185315.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -185368.375000 Penalty: 3803.838135
	Iteration 18Q: 3 clusters Score -185368.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -185411.656250 Penalty: 3803.838135
	Iteration 19Q: 3 clusters Score -185411.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -185447.937500 Penalty: 3803.838135
	Iteration 20F: 3 clusters Score -185447.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -185486.390625 Penalty: 3803.838135
	Iteration 21Q: 3 clusters Score -185486.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -185517.718750 Penalty: 3803.838135
	Iteration 22Q: 3 clusters Score -185517.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -185547.984375 Penalty: 3803.838135
	Iteration 23Q: 3 clusters Score -185548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -185565.953125 Penalty: 3803.838135
	Iteration 24Q: 3 clusters Score -185566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -185578.109375 Penalty: 3803.838135
	Iteration 25Q: 3 clusters Score -185578.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -185584.843750 Penalty: 3803.838135
	Iteration 26Q: 3 clusters Score -185584.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -185588.375000 Penalty: 3803.838135
	Iteration 27Q: 3 clusters Score -185588.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -185591.890625 Penalty: 3803.838135
	Iteration 28Q: 3 clusters Score -185591.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -185594.031250 Penalty: 3803.838135
	Iteration 29Q: 3 clusters Score -185594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -185595.640625 Penalty: 3803.838135
	Iteration 30Q: 3 clusters Score -185595.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -185597.015625 Penalty: 3803.838135
	Iteration 31Q: 3 clusters Score -185597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -185597.109375 Penalty: 3803.838135
	Iteration 32Q: 3 clusters Score -185597.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -185597.109375 Penalty: 3803.838135
	Iteration 33F: 3 clusters Score -185597.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Entering Unmasked Estep 
Score: -369454.000000 Penalty: 2086.189697
	Iteration 0F: 2 clusters Score -369454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -365310.000000 Penalty: 4172.379395
	Iteration 0F: 3 clusters Score -365310 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -366525.812500 Penalty: 4172.379395
	Iteration 1F: 3 clusters Score -366525.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -366941.250000 Penalty: 4172.379395
	Iteration 2F: 3 clusters Score -366941.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -367288.843750 Penalty: 4172.379395
	Iteration 3F: 3 clusters Score -367288.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -367610.843750 Penalty: 4172.379395
	Iteration 4F: 3 clusters Score -367610.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -367873.343750 Penalty: 4172.379395
	Iteration 5F: 3 clusters Score -367873.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -368077.125000 Penalty: 4172.379395
	Iteration 6Q: 3 clusters Score -368077.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -368229.156250 Penalty: 4172.379395
	Iteration 7Q: 3 clusters Score -368229.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -368315.250000 Penalty: 4172.379395
	Iteration 8Q: 3 clusters Score -368315.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -368379.062500 Penalty: 4172.379395
	Iteration 9Q: 3 clusters Score -368379.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -368435.937500 Penalty: 4172.379395
	Iteration 10Q: 3 clusters Score -368435.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -368480.187500 Penalty: 4172.379395
	Iteration 11Q: 3 clusters Score -368480.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -368542.312500 Penalty: 4172.379395
	Iteration 12Q: 3 clusters Score -368542.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -368597.937500 Penalty: 4172.379395
	Iteration 13Q: 3 clusters Score -368597.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -368641.687500 Penalty: 4172.379395
	Iteration 14Q: 3 clusters Score -368641.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -368686.562500 Penalty: 4172.379395
	Iteration 15Q: 3 clusters Score -368686.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -368737.406250 Penalty: 4172.379395
	Iteration 16Q: 3 clusters Score -368737.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -368793.937500 Penalty: 4172.379395
	Iteration 17Q: 3 clusters Score -368793.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -368840.875000 Penalty: 4172.379395
	Iteration 18Q: 3 clusters Score -368840.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -368882.343750 Penalty: 4172.379395
	Iteration 19Q: 3 clusters Score -368882.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -368905.250000 Penalty: 4172.379395
	Iteration 20F: 3 clusters Score -368905.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -368919.343750 Penalty: 4172.379395
	Iteration 21Q: 3 clusters Score -368919.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -368929.281250 Penalty: 4172.379395
	Iteration 22Q: 3 clusters Score -368929.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -368943.062500 Penalty: 4172.379395
	Iteration 23Q: 3 clusters Score -368943.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -368953.531250 Penalty: 4172.379395
	Iteration 24Q: 3 clusters Score -368953.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -368968.062500 Penalty: 4172.379395
	Iteration 25Q: 3 clusters Score -368968.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -368972.218750 Penalty: 4172.379395
	Iteration 26Q: 3 clusters Score -368972.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -368974.187500 Penalty: 4172.379395
	Iteration 27Q: 3 clusters Score -368974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -368974.937500 Penalty: 4172.379395
	Iteration 28Q: 3 clusters Score -368974.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -368976.375000 Penalty: 4172.379395
	Iteration 29Q: 3 clusters Score -368976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -368977.031250 Penalty: 4172.379395
	Iteration 30Q: 3 clusters Score -368977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -368977.031250 Penalty: 4172.379395
	Iteration 31F: 3 clusters Score -368977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Entering Unmasked Estep 
Score: -1472981.000000 Penalty: 2393.267334
	Iteration 0F: 2 clusters Score -1472981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1461697.375000 Penalty: 4786.534668
	Iteration 0F: 3 clusters Score -1461697 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1465210.625000 Penalty: 4786.534668
	Iteration 1F: 3 clusters Score -1465211 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1465542.875000 Penalty: 4786.534668
	Iteration 2F: 3 clusters Score -1465543 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1465828.750000 Penalty: 4786.534668
	Iteration 3Q: 3 clusters Score -1465829 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1466080.625000 Penalty: 4786.534668
	Iteration 4Q: 3 clusters Score -1466081 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1466309.500000 Penalty: 4786.534668
	Iteration 5Q: 3 clusters Score -1466310 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1466580.125000 Penalty: 4786.534668
	Iteration 6Q: 3 clusters Score -1466580 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1466901.750000 Penalty: 4786.534668
	Iteration 7Q: 3 clusters Score -1466902 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1467306.750000 Penalty: 4786.534668
	Iteration 8Q: 3 clusters Score -1467307 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1467717.375000 Penalty: 4786.534668
	Iteration 9Q: 3 clusters Score -1467717 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1468109.875000 Penalty: 4786.534668
	Iteration 10Q: 3 clusters Score -1468110 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1468448.625000 Penalty: 4786.534668
	Iteration 11Q: 3 clusters Score -1468449 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1468782.750000 Penalty: 4786.534668
	Iteration 12Q: 3 clusters Score -1468783 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1469078.250000 Penalty: 4786.534668
	Iteration 13Q: 3 clusters Score -1469078 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1469309.750000 Penalty: 4786.534668
	Iteration 14Q: 3 clusters Score -1469310 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1469497.625000 Penalty: 4786.534668
	Iteration 15Q: 3 clusters Score -1469498 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1469622.625000 Penalty: 4786.534668
	Iteration 16Q: 3 clusters Score -1469623 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1469723.875000 Penalty: 4786.534668
	Iteration 17Q: 3 clusters Score -1469724 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1469811.625000 Penalty: 4786.534668
	Iteration 18Q: 3 clusters Score -1469812 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1469912.875000 Penalty: 4786.534668
	Iteration 19Q: 3 clusters Score -1469913 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1470012.750000 Penalty: 4786.534668
	Iteration 20F: 3 clusters Score -1470013 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1470135.375000 Penalty: 4786.534668
	Iteration 21Q: 3 clusters Score -1470135 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1470246.125000 Penalty: 4786.534668
	Iteration 22Q: 3 clusters Score -1470246 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1470375.625000 Penalty: 4786.534668
	Iteration 23Q: 3 clusters Score -1470376 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1470533.750000 Penalty: 4786.534668
	Iteration 24Q: 3 clusters Score -1470534 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1470701.250000 Penalty: 4786.534668
	Iteration 25Q: 3 clusters Score -1470701 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1470887.375000 Penalty: 4786.534668
	Iteration 26Q: 3 clusters Score -1470887 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1471076.125000 Penalty: 4786.534668
	Iteration 27Q: 3 clusters Score -1471076 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1471256.000000 Penalty: 4786.534668
	Iteration 28Q: 3 clusters Score -1471256 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1471412.875000 Penalty: 4786.534668
	Iteration 29Q: 3 clusters Score -1471413 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1471527.875000 Penalty: 4786.534668
	Iteration 30Q: 3 clusters Score -1471528 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1471599.375000 Penalty: 4786.534668
	Iteration 31Q: 3 clusters Score -1471599 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1471664.875000 Penalty: 4786.534668
	Iteration 32Q: 3 clusters Score -1471665 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1471708.750000 Penalty: 4786.534668
	Iteration 33Q: 3 clusters Score -1471709 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1471735.250000 Penalty: 4786.534668
	Iteration 34Q: 3 clusters Score -1471735 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1471756.500000 Penalty: 4786.534668
	Iteration 35Q: 3 clusters Score -1471756 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1471771.875000 Penalty: 4786.534668
	Iteration 36Q: 3 clusters Score -1471772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1471771.250000 Penalty: 4786.534668
	Iteration 37Q: 3 clusters Score -1471771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1471779.125000 Penalty: 4786.534668
	Iteration 38Q: 3 clusters Score -1471779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1471785.250000 Penalty: 4786.534668
	Iteration 39Q: 3 clusters Score -1471785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1471791.000000 Penalty: 4786.534668
	Iteration 40F: 3 clusters Score -1471791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1471792.375000 Penalty: 4786.534668
	Iteration 41Q: 3 clusters Score -1471792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1471794.500000 Penalty: 4786.534668
	Iteration 42Q: 3 clusters Score -1471794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1471798.125000 Penalty: 4786.534668
	Iteration 43Q: 3 clusters Score -1471798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1471798.875000 Penalty: 4786.534668
	Iteration 44Q: 3 clusters Score -1471799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1471798.875000 Penalty: 4786.534668
	Iteration 45Q: 3 clusters Score -1471799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1471797.125000 Penalty: 4786.534668
	Iteration 46Q: 3 clusters Score -1471797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1471798.500000 Penalty: 4786.534668
	Iteration 47Q: 3 clusters Score -1471798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1471799.250000 Penalty: 4786.534668
	Iteration 48Q: 3 clusters Score -1471799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1471799.750000 Penalty: 4786.534668
	Iteration 49Q: 3 clusters Score -1471800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1471800.750000 Penalty: 4786.534668
	Iteration 50Q: 3 clusters Score -1471801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1471801.000000 Penalty: 4786.534668
	Iteration 51Q: 3 clusters Score -1471801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1471801.000000 Penalty: 4786.534668
	Iteration 52F: 3 clusters Score -1471801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (38979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Entering Unmasked Estep 
Score: -3489333.750000 Penalty: 2621.552979
	Iteration 0F: 2 clusters Score -3489334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3462920.750000 Penalty: 5243.105957
	Iteration 0F: 3 clusters Score -3462921 nChanged 17789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3472958.000000 Penalty: 5243.105957
	Iteration 1F: 3 clusters Score -3472958 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3473734.500000 Penalty: 5243.105957
	Iteration 2F: 3 clusters Score -3473734 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -3474515.000000 Penalty: 5243.105957
	Iteration 3Q: 3 clusters Score -3474515 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -3475318.500000 Penalty: 5243.105957
	Iteration 4Q: 3 clusters Score -3475318 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3476263.500000 Penalty: 5243.105957
	Iteration 5Q: 3 clusters Score -3476264 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -3477228.000000 Penalty: 5243.105957
	Iteration 6Q: 3 clusters Score -3477228 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -3478221.000000 Penalty: 5243.105957
	Iteration 7F: 3 clusters Score -3478221 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3479246.250000 Penalty: 5243.105957
	Iteration 8Q: 3 clusters Score -3479246 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3480281.250000 Penalty: 5243.105957
	Iteration 9Q: 3 clusters Score -3480281 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -3481272.000000 Penalty: 5243.105957
	Iteration 10Q: 3 clusters Score -3481272 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3482166.750000 Penalty: 5243.105957
	Iteration 11Q: 3 clusters Score -3482167 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3482903.750000 Penalty: 5243.105957
	Iteration 12Q: 3 clusters Score -3482904 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3483486.250000 Penalty: 5243.105957
	Iteration 13Q: 3 clusters Score -3483486 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3483913.750000 Penalty: 5243.105957
	Iteration 14Q: 3 clusters Score -3483914 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3484347.000000 Penalty: 5243.105957
	Iteration 15Q: 3 clusters Score -3484347 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3484654.000000 Penalty: 5243.105957
	Iteration 16Q: 3 clusters Score -3484654 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3484960.000000 Penalty: 5243.105957
	Iteration 17Q: 3 clusters Score -3484960 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -3485223.750000 Penalty: 5243.105957
	Iteration 18Q: 3 clusters Score -3485224 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -3485480.250000 Penalty: 5243.105957
	Iteration 19Q: 3 clusters Score -3485480 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -3485695.000000 Penalty: 5243.105957
	Iteration 20F: 3 clusters Score -3485695 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -3485884.000000 Penalty: 5243.105957
	Iteration 21Q: 3 clusters Score -3485884 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3486054.000000 Penalty: 5243.105957
	Iteration 22Q: 3 clusters Score -3486054 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3486194.750000 Penalty: 5243.105957
	Iteration 23Q: 3 clusters Score -3486195 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -3486357.500000 Penalty: 5243.105957
	Iteration 24Q: 3 clusters Score -3486358 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3486520.750000 Penalty: 5243.105957
	Iteration 25Q: 3 clusters Score -3486521 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3486660.500000 Penalty: 5243.105957
	Iteration 26Q: 3 clusters Score -3486660 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -3486807.750000 Penalty: 5243.105957
	Iteration 27Q: 3 clusters Score -3486808 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -3486951.250000 Penalty: 5243.105957
	Iteration 28Q: 3 clusters Score -3486951 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3487058.250000 Penalty: 5243.105957
	Iteration 29Q: 3 clusters Score -3487058 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3487179.250000 Penalty: 5243.105957
	Iteration 30Q: 3 clusters Score -3487179 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3487278.750000 Penalty: 5243.105957
	Iteration 31Q: 3 clusters Score -3487279 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3487361.500000 Penalty: 5243.105957
	Iteration 32Q: 3 clusters Score -3487362 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3487448.250000 Penalty: 5243.105957
	Iteration 33Q: 3 clusters Score -3487448 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3487524.250000 Penalty: 5243.105957
	Iteration 34Q: 3 clusters Score -3487524 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3487586.250000 Penalty: 5243.105957
	Iteration 35Q: 3 clusters Score -3487586 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3487622.500000 Penalty: 5243.105957
	Iteration 36Q: 3 clusters Score -3487622 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3487655.500000 Penalty: 5243.105957
	Iteration 37Q: 3 clusters Score -3487656 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3487690.000000 Penalty: 5243.105957
	Iteration 38Q: 3 clusters Score -3487690 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3487713.250000 Penalty: 5243.105957
	Iteration 39Q: 3 clusters Score -3487713 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3487722.250000 Penalty: 5243.105957
	Iteration 40F: 3 clusters Score -3487722 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3487733.250000 Penalty: 5243.105957
	Iteration 41Q: 3 clusters Score -3487733 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3487748.750000 Penalty: 5243.105957
	Iteration 42Q: 3 clusters Score -3487749 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3487772.750000 Penalty: 5243.105957
	Iteration 43Q: 3 clusters Score -3487773 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3487782.500000 Penalty: 5243.105957
	Iteration 44Q: 3 clusters Score -3487782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3487798.500000 Penalty: 5243.105957
	Iteration 45Q: 3 clusters Score -3487798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3487805.000000 Penalty: 5243.105957
	Iteration 46Q: 3 clusters Score -3487805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3487815.000000 Penalty: 5243.105957
	Iteration 47Q: 3 clusters Score -3487815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3487828.000000 Penalty: 5243.105957
	Iteration 48Q: 3 clusters Score -3487828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3487834.750000 Penalty: 5243.105957
	Iteration 49Q: 3 clusters Score -3487835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3487843.500000 Penalty: 5243.105957
	Iteration 50Q: 3 clusters Score -3487844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3487843.000000 Penalty: 5243.105957
	Iteration 51Q: 3 clusters Score -3487843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3487849.500000 Penalty: 5243.105957
	Iteration 52Q: 3 clusters Score -3487850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3487853.000000 Penalty: 5243.105957
	Iteration 53Q: 3 clusters Score -3487853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3487856.500000 Penalty: 5243.105957
	Iteration 54Q: 3 clusters Score -3487856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3487857.500000 Penalty: 5243.105957
	Iteration 55Q: 3 clusters Score -3487858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3487863.500000 Penalty: 5243.105957
	Iteration 56Q: 3 clusters Score -3487864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3487857.250000 Penalty: 5243.105957
	Iteration 57Q: 3 clusters Score -3487857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3487862.500000 Penalty: 5243.105957
	Iteration 58Q: 3 clusters Score -3487862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3487865.000000 Penalty: 5243.105957
	Iteration 59Q: 3 clusters Score -3487865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3487857.500000 Penalty: 5243.105957
	Iteration 60F: 3 clusters Score -3487858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3487862.500000 Penalty: 5243.105957
	Iteration 61Q: 3 clusters Score -3487862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3487865.000000 Penalty: 5243.105957
	Iteration 62Q: 3 clusters Score -3487865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3487864.500000 Penalty: 5243.105957
	Iteration 63Q: 3 clusters Score -3487864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3487866.500000 Penalty: 5243.105957
	Iteration 64Q: 3 clusters Score -3487866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3487859.500000 Penalty: 5243.105957
	Iteration 65Q: 3 clusters Score -3487860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3487860.500000 Penalty: 5243.105957
	Iteration 66Q: 3 clusters Score -3487860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3487862.750000 Penalty: 5243.105957
	Iteration 67Q: 3 clusters Score -3487863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3487858.750000 Penalty: 5243.105957
	Iteration 68Q: 3 clusters Score -3487859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3487856.250000 Penalty: 5243.105957
	Iteration 69Q: 3 clusters Score -3487856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3487854.250000 Penalty: 5243.105957
	Iteration 70Q: 3 clusters Score -3487854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3487857.500000 Penalty: 5243.105957
	Iteration 71Q: 3 clusters Score -3487858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3487858.250000 Penalty: 5243.105957
	Iteration 72Q: 3 clusters Score -3487858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3487860.750000 Penalty: 5243.105957
	Iteration 73Q: 3 clusters Score -3487861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3487862.000000 Penalty: 5243.105957
	Iteration 74Q: 3 clusters Score -3487862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3487862.000000 Penalty: 5243.105957
	Iteration 75F: 3 clusters Score -3487862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Entering Unmasked Estep 
Score: -343796.625000 Penalty: 2032.784668
	Iteration 0F: 2 clusters Score -343796.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -340151.843750 Penalty: 4065.569336
	Iteration 0F: 3 clusters Score -340151.8 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -341075.750000 Penalty: 4065.569336
	Iteration 1F: 3 clusters Score -341075.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -341306.562500 Penalty: 4065.569336
	Iteration 2F: 3 clusters Score -341306.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -341470.906250 Penalty: 4065.569336
	Iteration 3F: 3 clusters Score -341470.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -341561.562500 Penalty: 4065.569336
	Iteration 4Q: 3 clusters Score -341561.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -341629.625000 Penalty: 4065.569336
	Iteration 5Q: 3 clusters Score -341629.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -341689.156250 Penalty: 4065.569336
	Iteration 6Q: 3 clusters Score -341689.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -341746.062500 Penalty: 4065.569336
	Iteration 7Q: 3 clusters Score -341746.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -341792.937500 Penalty: 4065.569336
	Iteration 8Q: 3 clusters Score -341792.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -341827.093750 Penalty: 4065.569336
	Iteration 9Q: 3 clusters Score -341827.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -341853.750000 Penalty: 4065.569336
	Iteration 10Q: 3 clusters Score -341853.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -341880.218750 Penalty: 4065.569336
	Iteration 11Q: 3 clusters Score -341880.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -341907.031250 Penalty: 4065.569336
	Iteration 12Q: 3 clusters Score -341907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -341926.218750 Penalty: 4065.569336
	Iteration 13Q: 3 clusters Score -341926.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -341945.031250 Penalty: 4065.569336
	Iteration 14Q: 3 clusters Score -341945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -341963.093750 Penalty: 4065.569336
	Iteration 15Q: 3 clusters Score -341963.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -341983.500000 Penalty: 4065.569336
	Iteration 16Q: 3 clusters Score -341983.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -341996.250000 Penalty: 4065.569336
	Iteration 17Q: 3 clusters Score -341996.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -342004.062500 Penalty: 4065.569336
	Iteration 18Q: 3 clusters Score -342004.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -342009.562500 Penalty: 4065.569336
	Iteration 19Q: 3 clusters Score -342009.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -342013.281250 Penalty: 4065.569336
	Iteration 20F: 3 clusters Score -342013.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -342016.062500 Penalty: 4065.569336
	Iteration 21Q: 3 clusters Score -342016.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -342018.062500 Penalty: 4065.569336
	Iteration 22Q: 3 clusters Score -342018.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -342020.500000 Penalty: 4065.569336
	Iteration 23Q: 3 clusters Score -342020.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -342024.906250 Penalty: 4065.569336
	Iteration 24Q: 3 clusters Score -342024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -342026.906250 Penalty: 4065.569336
	Iteration 25Q: 3 clusters Score -342026.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -342028.468750 Penalty: 4065.569336
	Iteration 26Q: 3 clusters Score -342028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -342030.312500 Penalty: 4065.569336
	Iteration 27Q: 3 clusters Score -342030.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -342033.406250 Penalty: 4065.569336
	Iteration 28Q: 3 clusters Score -342033.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -342037.281250 Penalty: 4065.569336
	Iteration 29Q: 3 clusters Score -342037.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -342039.218750 Penalty: 4065.569336
	Iteration 30Q: 3 clusters Score -342039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -342040.093750 Penalty: 4065.569336
	Iteration 31Q: 3 clusters Score -342040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -342042.343750 Penalty: 4065.569336
	Iteration 32Q: 3 clusters Score -342042.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -342043.406250 Penalty: 4065.569336
	Iteration 33Q: 3 clusters Score -342043.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -342044.437500 Penalty: 4065.569336
	Iteration 34Q: 3 clusters Score -342044.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -342044.437500 Penalty: 4065.569336
	Iteration 35Q: 3 clusters Score -342044.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -342044.437500 Penalty: 4065.569336
	Iteration 36F: 3 clusters Score -342044.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -965761.250000 Penalty: 2293.986572
	Iteration 0F: 2 clusters Score -965761.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -957816.312500 Penalty: 4587.973145
	Iteration 0F: 3 clusters Score -957816.3 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -960147.312500 Penalty: 4587.973145
	Iteration 1F: 3 clusters Score -960147.3 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -960454.312500 Penalty: 4587.973145
	Iteration 2F: 3 clusters Score -960454.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -960712.187500 Penalty: 4587.973145
	Iteration 3F: 3 clusters Score -960712.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -960944.125000 Penalty: 4587.973145
	Iteration 4Q: 3 clusters Score -960944.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -961169.062500 Penalty: 4587.973145
	Iteration 5Q: 3 clusters Score -961169.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -961436.875000 Penalty: 4587.973145
	Iteration 6Q: 3 clusters Score -961436.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -961770.687500 Penalty: 4587.973145
	Iteration 7Q: 3 clusters Score -961770.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -962140.437500 Penalty: 4587.973145
	Iteration 8Q: 3 clusters Score -962140.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -962552.875000 Penalty: 4587.973145
	Iteration 9Q: 3 clusters Score -962552.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -963002.625000 Penalty: 4587.973145
	Iteration 10Q: 3 clusters Score -963002.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -963454.250000 Penalty: 4587.973145
	Iteration 11Q: 3 clusters Score -963454.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -963856.187500 Penalty: 4587.973145
	Iteration 12Q: 3 clusters Score -963856.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -964291.375000 Penalty: 4587.973145
	Iteration 13Q: 3 clusters Score -964291.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -964752.000000 Penalty: 4587.973145
	Iteration 14Q: 3 clusters Score -964752 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -965117.062500 Penalty: 4587.973145
	Iteration 15Q: 3 clusters Score -965117.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -965383.312500 Penalty: 4587.973145
	Iteration 16Q: 3 clusters Score -965383.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -965563.437500 Penalty: 4587.973145
	Iteration 17Q: 3 clusters Score -965563.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -965666.500000 Penalty: 4587.973145
	Iteration 18Q: 3 clusters Score -965666.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -965713.875000 Penalty: 4587.973145
	Iteration 19Q: 3 clusters Score -965713.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -965739.500000 Penalty: 4587.973145
	Iteration 20F: 3 clusters Score -965739.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -965752.187500 Penalty: 4587.973145
	Iteration 21Q: 3 clusters Score -965752.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -965763.375000 Penalty: 4587.973145
	Iteration 22Q: 3 clusters Score -965763.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -965769.625000 Penalty: 4587.973145
	Iteration 23Q: 3 clusters Score -965769.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -965771.625000 Penalty: 4587.973145
	Iteration 24Q: 3 clusters Score -965771.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -965772.375000 Penalty: 4587.973145
	Iteration 25Q: 3 clusters Score -965772.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -965778.625000 Penalty: 4587.973145
	Iteration 26Q: 3 clusters Score -965778.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -965777.937500 Penalty: 4587.973145
	Iteration 27Q: 3 clusters Score -965777.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -965779.000000 Penalty: 4587.973145
	Iteration 28Q: 3 clusters Score -965779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -965782.062500 Penalty: 4587.973145
	Iteration 29Q: 3 clusters Score -965782.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -965783.937500 Penalty: 4587.973145
	Iteration 30Q: 3 clusters Score -965783.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -965784.187500 Penalty: 4587.973145
	Iteration 31Q: 3 clusters Score -965784.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -965784.625000 Penalty: 4587.973145
	Iteration 32Q: 3 clusters Score -965784.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -965787.687500 Penalty: 4587.973145
	Iteration 33Q: 3 clusters Score -965787.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -965788.750000 Penalty: 4587.973145
	Iteration 34Q: 3 clusters Score -965788.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -965787.937500 Penalty: 4587.973145
	Iteration 35Q: 3 clusters Score -965787.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -965789.437500 Penalty: 4587.973145
	Iteration 36Q: 3 clusters Score -965789.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -965791.812500 Penalty: 4587.973145
	Iteration 37Q: 3 clusters Score -965791.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -965791.750000 Penalty: 4587.973145
	Iteration 38Q: 3 clusters Score -965791.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -965791.437500 Penalty: 4587.973145
	Iteration 39Q: 3 clusters Score -965791.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -965794.625000 Penalty: 4587.973145
	Iteration 40F: 3 clusters Score -965794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -965794.812500 Penalty: 4587.973145
	Iteration 41Q: 3 clusters Score -965794.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -965795.750000 Penalty: 4587.973145
	Iteration 42Q: 3 clusters Score -965795.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -965797.687500 Penalty: 4587.973145
	Iteration 43Q: 3 clusters Score -965797.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -965799.687500 Penalty: 4587.973145
	Iteration 44Q: 3 clusters Score -965799.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -965801.125000 Penalty: 4587.973145
	Iteration 45Q: 3 clusters Score -965801.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -965801.000000 Penalty: 4587.973145
	Iteration 46Q: 3 clusters Score -965801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -965801.312500 Penalty: 4587.973145
	Iteration 47Q: 3 clusters Score -965801.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -965804.062500 Penalty: 4587.973145
	Iteration 48Q: 3 clusters Score -965804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -965804.375000 Penalty: 4587.973145
	Iteration 49Q: 3 clusters Score -965804.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -965803.375000 Penalty: 4587.973145
	Iteration 50Q: 3 clusters Score -965803.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -965806.500000 Penalty: 4587.973145
	Iteration 51Q: 3 clusters Score -965806.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -965807.375000 Penalty: 4587.973145
	Iteration 52Q: 3 clusters Score -965807.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -965807.000000 Penalty: 4587.973145
	Iteration 53Q: 3 clusters Score -965807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -965807.062500 Penalty: 4587.973145
	Iteration 54Q: 3 clusters Score -965807.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -965807.062500 Penalty: 4587.973145
	Iteration 55F: 3 clusters Score -965807.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 135234 members 
Mstep: Class 3 contains 27887 members 
Mstep: Class 4 contains 63364 members 
Mstep: Class 5 contains 24226 members 
Mstep: Class 6 contains 7495 members 
Mstep: Class 7 contains 223906 members 
Mstep: Class 8 contains 96571 members 
Mstep: Class 9 contains 307967 members 
Mstep: Class 10 contains 13801 members 
Mstep: Class 11 contains 220069 members 
Mstep: Class 12 contains 226666 members 
Mstep: Class 13 contains 5521 members 
Mstep: Class 14 contains 22072 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 8433 members 
Mstep: Class 17 contains 17708 members 
Mstep: Class 18 contains 10390 members 
Mstep: Class 19 contains 3949 members 
Mstep: Class 20 contains 101427 members 
Mstep: Class 21 contains 11531 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 4501 members 
Mstep: Class 25 contains 15526 members 
Mstep: Class 26 contains 38979 members 
Mstep: Class 27 contains 3629 members 
Mstep: Class 28 contains 6129 members 
Mstep: Class 29 contains 12750 members 
Mstep: Class 30 contains 8713 members 
Mstep: Class 31 contains 4929 members 
Mstep: Class 32 contains 17200 members 
Mstep: Class 33 contains 4275 members 
Entering Unmasked Estep 
Score: -157695296.000000 Penalty: 117273.000000
Splitting cluster 28 changes total score from -157695824.000000 to -157695296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (12750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Entering Unmasked Estep 
Score: -1197252.875000 Penalty: 2344.415039
	Iteration 0F: 2 clusters Score -1197253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1187895.875000 Penalty: 4688.830078
	Iteration 0F: 3 clusters Score -1187896 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1190965.625000 Penalty: 4688.830078
	Iteration 1F: 3 clusters Score -1190966 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1191772.750000 Penalty: 4688.830078
	Iteration 2F: 3 clusters Score -1191773 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1192684.250000 Penalty: 4688.830078
	Iteration 3F: 3 clusters Score -1192684 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1193502.000000 Penalty: 4688.830078
	Iteration 4F: 3 clusters Score -1193502 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1194142.625000 Penalty: 4688.830078
	Iteration 5F: 3 clusters Score -1194143 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1194703.875000 Penalty: 4688.830078
	Iteration 6F: 3 clusters Score -1194704 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1195317.375000 Penalty: 4688.830078
	Iteration 7Q: 3 clusters Score -1195317 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1195979.625000 Penalty: 4688.830078
	Iteration 8Q: 3 clusters Score -1195980 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1196457.875000 Penalty: 4688.830078
	Iteration 9Q: 3 clusters Score -1196458 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1196761.875000 Penalty: 4688.830078
	Iteration 10Q: 3 clusters Score -1196762 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1196895.375000 Penalty: 4688.830078
	Iteration 11Q: 3 clusters Score -1196895 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1196964.875000 Penalty: 4688.830078
	Iteration 12Q: 3 clusters Score -1196965 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1197002.250000 Penalty: 4688.830078
	Iteration 13Q: 3 clusters Score -1197002 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1197021.750000 Penalty: 4688.830078
	Iteration 14Q: 3 clusters Score -1197022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1197027.875000 Penalty: 4688.830078
	Iteration 15Q: 3 clusters Score -1197028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1197038.125000 Penalty: 4688.830078
	Iteration 16Q: 3 clusters Score -1197038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1197039.625000 Penalty: 4688.830078
	Iteration 17Q: 3 clusters Score -1197040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1197043.250000 Penalty: 4688.830078
	Iteration 18Q: 3 clusters Score -1197043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1197042.125000 Penalty: 4688.830078
	Iteration 19Q: 3 clusters Score -1197042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1197043.375000 Penalty: 4688.830078
	Iteration 20F: 3 clusters Score -1197043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1197042.250000 Penalty: 4688.830078
	Iteration 21Q: 3 clusters Score -1197042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1197045.125000 Penalty: 4688.830078
	Iteration 22Q: 3 clusters Score -1197045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1197045.000000 Penalty: 4688.830078
	Iteration 23Q: 3 clusters Score -1197045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1197045.125000 Penalty: 4688.830078
	Iteration 24Q: 3 clusters Score -1197045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1197045.750000 Penalty: 4688.830078
	Iteration 25Q: 3 clusters Score -1197046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1197047.750000 Penalty: 4688.830078
	Iteration 26Q: 3 clusters Score -1197048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1197046.125000 Penalty: 4688.830078
	Iteration 27Q: 3 clusters Score -1197046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1197046.125000 Penalty: 4688.830078
	Iteration 28F: 3 clusters Score -1197046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Entering Unmasked Estep 
Score: -849656.000000 Penalty: 2249.997803
	Iteration 0F: 2 clusters Score -849656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -842748.875000 Penalty: 4499.995605
	Iteration 0F: 3 clusters Score -842748.9 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -844640.625000 Penalty: 4499.995605
	Iteration 1F: 3 clusters Score -844640.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -844925.875000 Penalty: 4499.995605
	Iteration 2F: 3 clusters Score -844925.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -845112.937500 Penalty: 4499.995605
	Iteration 3Q: 3 clusters Score -845112.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -845255.125000 Penalty: 4499.995605
	Iteration 4Q: 3 clusters Score -845255.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -845363.687500 Penalty: 4499.995605
	Iteration 5Q: 3 clusters Score -845363.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -845478.687500 Penalty: 4499.995605
	Iteration 6Q: 3 clusters Score -845478.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -845584.250000 Penalty: 4499.995605
	Iteration 7Q: 3 clusters Score -845584.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -845673.250000 Penalty: 4499.995605
	Iteration 8Q: 3 clusters Score -845673.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -845745.750000 Penalty: 4499.995605
	Iteration 9Q: 3 clusters Score -845745.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -845814.875000 Penalty: 4499.995605
	Iteration 10Q: 3 clusters Score -845814.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -845873.125000 Penalty: 4499.995605
	Iteration 11Q: 3 clusters Score -845873.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -845928.937500 Penalty: 4499.995605
	Iteration 12Q: 3 clusters Score -845928.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -845985.500000 Penalty: 4499.995605
	Iteration 13Q: 3 clusters Score -845985.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -846039.375000 Penalty: 4499.995605
	Iteration 14Q: 3 clusters Score -846039.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -846100.062500 Penalty: 4499.995605
	Iteration 15Q: 3 clusters Score -846100.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -846148.750000 Penalty: 4499.995605
	Iteration 16Q: 3 clusters Score -846148.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -846198.687500 Penalty: 4499.995605
	Iteration 17Q: 3 clusters Score -846198.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -846245.187500 Penalty: 4499.995605
	Iteration 18Q: 3 clusters Score -846245.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -846303.062500 Penalty: 4499.995605
	Iteration 19Q: 3 clusters Score -846303.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -846368.875000 Penalty: 4499.995605
	Iteration 20F: 3 clusters Score -846368.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -846450.500000 Penalty: 4499.995605
	Iteration 21Q: 3 clusters Score -846450.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -846554.750000 Penalty: 4499.995605
	Iteration 22Q: 3 clusters Score -846554.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -846653.437500 Penalty: 4499.995605
	Iteration 23Q: 3 clusters Score -846653.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -846732.750000 Penalty: 4499.995605
	Iteration 24Q: 3 clusters Score -846732.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -846819.000000 Penalty: 4499.995605
	Iteration 25Q: 3 clusters Score -846819 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -846903.812500 Penalty: 4499.995605
	Iteration 26Q: 3 clusters Score -846903.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -846972.937500 Penalty: 4499.995605
	Iteration 27Q: 3 clusters Score -846972.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -847032.875000 Penalty: 4499.995605
	Iteration 28Q: 3 clusters Score -847032.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -847084.875000 Penalty: 4499.995605
	Iteration 29Q: 3 clusters Score -847084.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -847136.875000 Penalty: 4499.995605
	Iteration 30Q: 3 clusters Score -847136.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -847192.375000 Penalty: 4499.995605
	Iteration 31Q: 3 clusters Score -847192.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -847235.312500 Penalty: 4499.995605
	Iteration 32Q: 3 clusters Score -847235.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -847275.000000 Penalty: 4499.995605
	Iteration 33Q: 3 clusters Score -847275 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -847321.625000 Penalty: 4499.995605
	Iteration 34Q: 3 clusters Score -847321.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -847366.812500 Penalty: 4499.995605
	Iteration 35Q: 3 clusters Score -847366.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -847405.375000 Penalty: 4499.995605
	Iteration 36Q: 3 clusters Score -847405.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -847431.062500 Penalty: 4499.995605
	Iteration 37Q: 3 clusters Score -847431.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -847453.750000 Penalty: 4499.995605
	Iteration 38Q: 3 clusters Score -847453.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -847467.687500 Penalty: 4499.995605
	Iteration 39Q: 3 clusters Score -847467.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -847488.187500 Penalty: 4499.995605
	Iteration 40F: 3 clusters Score -847488.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -847511.187500 Penalty: 4499.995605
	Iteration 41Q: 3 clusters Score -847511.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -847531.437500 Penalty: 4499.995605
	Iteration 42Q: 3 clusters Score -847531.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -847549.375000 Penalty: 4499.995605
	Iteration 43Q: 3 clusters Score -847549.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -847572.625000 Penalty: 4499.995605
	Iteration 44Q: 3 clusters Score -847572.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -847599.000000 Penalty: 4499.995605
	Iteration 45Q: 3 clusters Score -847599 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -847613.625000 Penalty: 4499.995605
	Iteration 46Q: 3 clusters Score -847613.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -847624.812500 Penalty: 4499.995605
	Iteration 47Q: 3 clusters Score -847624.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -847630.625000 Penalty: 4499.995605
	Iteration 48Q: 3 clusters Score -847630.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -847634.875000 Penalty: 4499.995605
	Iteration 49Q: 3 clusters Score -847634.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -847641.375000 Penalty: 4499.995605
	Iteration 50Q: 3 clusters Score -847641.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -847649.500000 Penalty: 4499.995605
	Iteration 51Q: 3 clusters Score -847649.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -847657.500000 Penalty: 4499.995605
	Iteration 52Q: 3 clusters Score -847657.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -847666.375000 Penalty: 4499.995605
	Iteration 53Q: 3 clusters Score -847666.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -847670.062500 Penalty: 4499.995605
	Iteration 54Q: 3 clusters Score -847670.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -847673.750000 Penalty: 4499.995605
	Iteration 55Q: 3 clusters Score -847673.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -847679.437500 Penalty: 4499.995605
	Iteration 56Q: 3 clusters Score -847679.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -847683.687500 Penalty: 4499.995605
	Iteration 57Q: 3 clusters Score -847683.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -847685.437500 Penalty: 4499.995605
	Iteration 58Q: 3 clusters Score -847685.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -847688.875000 Penalty: 4499.995605
	Iteration 59Q: 3 clusters Score -847688.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -847693.250000 Penalty: 4499.995605
	Iteration 60F: 3 clusters Score -847693.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -847694.875000 Penalty: 4499.995605
	Iteration 61Q: 3 clusters Score -847694.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -847695.625000 Penalty: 4499.995605
	Iteration 62Q: 3 clusters Score -847695.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -847697.875000 Penalty: 4499.995605
	Iteration 63Q: 3 clusters Score -847697.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -847702.312500 Penalty: 4499.995605
	Iteration 64Q: 3 clusters Score -847702.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -847706.437500 Penalty: 4499.995605
	Iteration 65Q: 3 clusters Score -847706.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -847710.062500 Penalty: 4499.995605
	Iteration 66Q: 3 clusters Score -847710.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -847710.125000 Penalty: 4499.995605
	Iteration 67Q: 3 clusters Score -847710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -847709.500000 Penalty: 4499.995605
	Iteration 68Q: 3 clusters Score -847709.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -847710.937500 Penalty: 4499.995605
	Iteration 69Q: 3 clusters Score -847710.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -847710.875000 Penalty: 4499.995605
	Iteration 70Q: 3 clusters Score -847710.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -847711.750000 Penalty: 4499.995605
	Iteration 71Q: 3 clusters Score -847711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -847711.312500 Penalty: 4499.995605
	Iteration 72Q: 3 clusters Score -847711.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -847713.500000 Penalty: 4499.995605
	Iteration 73Q: 3 clusters Score -847713.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -847714.312500 Penalty: 4499.995605
	Iteration 74Q: 3 clusters Score -847714.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -847714.312500 Penalty: 4499.995605
	Iteration 75F: 3 clusters Score -847714.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Entering Unmasked Estep 
Score: -436249.250000 Penalty: 2108.717041
	Iteration 0F: 2 clusters Score -436249.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -431791.468750 Penalty: 4217.434082
	Iteration 0F: 3 clusters Score -431791.5 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -433062.937500 Penalty: 4217.434082
	Iteration 1F: 3 clusters Score -433062.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -433520.437500 Penalty: 4217.434082
	Iteration 2F: 3 clusters Score -433520.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -433900.250000 Penalty: 4217.434082
	Iteration 3F: 3 clusters Score -433900.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -434222.375000 Penalty: 4217.434082
	Iteration 4F: 3 clusters Score -434222.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -434458.437500 Penalty: 4217.434082
	Iteration 5F: 3 clusters Score -434458.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -434626.562500 Penalty: 4217.434082
	Iteration 6Q: 3 clusters Score -434626.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -434774.750000 Penalty: 4217.434082
	Iteration 7Q: 3 clusters Score -434774.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -434927.750000 Penalty: 4217.434082
	Iteration 8Q: 3 clusters Score -434927.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -435075.406250 Penalty: 4217.434082
	Iteration 9Q: 3 clusters Score -435075.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -435223.812500 Penalty: 4217.434082
	Iteration 10Q: 3 clusters Score -435223.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -435334.937500 Penalty: 4217.434082
	Iteration 11Q: 3 clusters Score -435334.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -435390.437500 Penalty: 4217.434082
	Iteration 12Q: 3 clusters Score -435390.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -435429.718750 Penalty: 4217.434082
	Iteration 13Q: 3 clusters Score -435429.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -435450.187500 Penalty: 4217.434082
	Iteration 14Q: 3 clusters Score -435450.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -435461.625000 Penalty: 4217.434082
	Iteration 15Q: 3 clusters Score -435461.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -435470.781250 Penalty: 4217.434082
	Iteration 16Q: 3 clusters Score -435470.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -435481.125000 Penalty: 4217.434082
	Iteration 17Q: 3 clusters Score -435481.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -435484.343750 Penalty: 4217.434082
	Iteration 18Q: 3 clusters Score -435484.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -435488.437500 Penalty: 4217.434082
	Iteration 19Q: 3 clusters Score -435488.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -435491.718750 Penalty: 4217.434082
	Iteration 20F: 3 clusters Score -435491.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -435492.531250 Penalty: 4217.434082
	Iteration 21Q: 3 clusters Score -435492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -435492.406250 Penalty: 4217.434082
	Iteration 22Q: 3 clusters Score -435492.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -435494.031250 Penalty: 4217.434082
	Iteration 23Q: 3 clusters Score -435494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -435495.218750 Penalty: 4217.434082
	Iteration 24Q: 3 clusters Score -435495.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -435495.218750 Penalty: 4217.434082
	Iteration 25F: 3 clusters Score -435495.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 135234 members 
Mstep: Class 3 contains 27887 members 
Mstep: Class 4 contains 63364 members 
Mstep: Class 5 contains 24226 members 
Mstep: Class 6 contains 7495 members 
Mstep: Class 7 contains 223906 members 
Mstep: Class 8 contains 96571 members 
Mstep: Class 9 contains 307967 members 
Mstep: Class 10 contains 13801 members 
Mstep: Class 11 contains 220069 members 
Mstep: Class 12 contains 226666 members 
Mstep: Class 13 contains 5521 members 
Mstep: Class 14 contains 22072 members 
Mstep: Class 16 contains 8433 members 
Mstep: Class 17 contains 17708 members 
Mstep: Class 18 contains 10390 members 
Mstep: Class 19 contains 3949 members 
Mstep: Class 20 contains 101427 members 
Mstep: Class 21 contains 11531 members 
Mstep: Class 22 contains 8004 members 
Mstep: Class 23 contains 2141 members 
Mstep: Class 24 contains 4501 members 
Mstep: Class 25 contains 15526 members 
Mstep: Class 26 contains 38979 members 
Mstep: Class 27 contains 3629 members 
Mstep: Class 28 contains 10404 members 
Mstep: Class 29 contains 12750 members 
Mstep: Class 30 contains 8713 members 
Mstep: Class 31 contains 4929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698176.000000 Penalty: 113719.265625
Iteration 119Q: 33 clusters Score -1.576982e+08 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 135221 members 
Mstep: Class 3 contains 27896 members 
Mstep: Class 4 contains 63364 members 
Mstep: Class 5 contains 24307 members 
Mstep: Class 6 contains 7223 members 
Mstep: Class 7 contains 223933 members 
Mstep: Class 8 contains 96604 members 
Mstep: Class 9 contains 308681 members 
Mstep: Class 10 contains 13800 members 
Mstep: Class 11 contains 220448 members 
Mstep: Class 12 contains 226662 members 
Mstep: Class 13 contains 5596 members 
Mstep: Class 14 contains 22055 members 
Mstep: Class 15 contains 7488 members 
Mstep: Class 16 contains 8484 members 
Mstep: Class 17 contains 17706 members 
Mstep: Class 18 contains 10394 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 101426 members 
Mstep: Class 21 contains 11561 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 4518 members 
Mstep: Class 25 contains 15526 members 
Mstep: Class 26 contains 39378 members 
Mstep: Class 27 contains 3639 members 
Mstep: Class 28 contains 10314 members 
Mstep: Class 29 contains 12767 members 
Mstep: Class 30 contains 8713 members 
Mstep: Class 31 contains 4932 members 
Mstep: Class 32 contains 16158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699232.000000 Penalty: 113719.265625
Iteration 120F: 33 clusters Score -1.576992e+08 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 135213 members 
Mstep: Class 3 contains 27901 members 
Mstep: Class 4 contains 63360 members 
Mstep: Class 5 contains 24330 members 
Mstep: Class 6 contains 7161 members 
Mstep: Class 7 contains 223890 members 
Mstep: Class 8 contains 96593 members 
Mstep: Class 9 contains 308602 members 
Mstep: Class 10 contains 13800 members 
Mstep: Class 11 contains 220420 members 
Mstep: Class 12 contains 226658 members 
Mstep: Class 13 contains 5659 members 
Mstep: Class 14 contains 22046 members 
Mstep: Class 15 contains 7731 members 
Mstep: Class 16 contains 8446 members 
Mstep: Class 17 contains 17697 members 
Mstep: Class 18 contains 10399 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 101424 members 
Mstep: Class 21 contains 11567 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 2133 members 
Mstep: Class 24 contains 4505 members 
Mstep: Class 25 contains 15526 members 
Mstep: Class 26 contains 39233 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 10219 members 
Mstep: Class 29 contains 12782 members 
Mstep: Class 30 contains 8713 members 
Mstep: Class 31 contains 4935 members 
Mstep: Class 32 contains 16238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699872.000000 Penalty: 113719.265625
Iteration 121Q: 33 clusters Score -1.576999e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 135195 members 
Mstep: Class 3 contains 27910 members 
Mstep: Class 4 contains 63361 members 
Mstep: Class 5 contains 24349 members 
Mstep: Class 6 contains 7161 members 
Mstep: Class 7 contains 223848 members 
Mstep: Class 8 contains 96602 members 
Mstep: Class 9 contains 308540 members 
Mstep: Class 10 contains 13801 members 
Mstep: Class 11 contains 220408 members 
Mstep: Class 12 contains 226652 members 
Mstep: Class 13 contains 5751 members 
Mstep: Class 14 contains 22046 members 
Mstep: Class 15 contains 7799 members 
Mstep: Class 16 contains 8404 members 
Mstep: Class 17 contains 17694 members 
Mstep: Class 18 contains 10404 members 
Mstep: Class 19 contains 4051 members 
Mstep: Class 20 contains 101421 members 
Mstep: Class 21 contains 11585 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 2125 members 
Mstep: Class 24 contains 4514 members 
Mstep: Class 25 contains 15527 members 
Mstep: Class 26 contains 39085 members 
Mstep: Class 27 contains 3661 members 
Mstep: Class 28 contains 10156 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 8713 members 
Mstep: Class 31 contains 4935 members 
Mstep: Class 32 contains 16266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699936.000000 Penalty: 113719.265625
Iteration 122Q: 33 clusters Score -1.576999e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 135178 members 
Mstep: Class 3 contains 27912 members 
Mstep: Class 4 contains 63360 members 
Mstep: Class 5 contains 24365 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 223827 members 
Mstep: Class 8 contains 96620 members 
Mstep: Class 9 contains 308515 members 
Mstep: Class 10 contains 13801 members 
Mstep: Class 11 contains 220378 members 
Mstep: Class 12 contains 226649 members 
Mstep: Class 13 contains 5826 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7815 members 
Mstep: Class 16 contains 8366 members 
Mstep: Class 17 contains 17692 members 
Mstep: Class 18 contains 10406 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 101418 members 
Mstep: Class 21 contains 11602 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 2117 members 
Mstep: Class 24 contains 4532 members 
Mstep: Class 25 contains 15528 members 
Mstep: Class 26 contains 38945 members 
Mstep: Class 27 contains 3671 members 
Mstep: Class 28 contains 10107 members 
Mstep: Class 29 contains 12806 members 
Mstep: Class 30 contains 8715 members 
Mstep: Class 31 contains 4936 members 
Mstep: Class 32 contains 16284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699824.000000 Penalty: 113719.265625
Iteration 123Q: 33 clusters Score -1.576998e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 135171 members 
Mstep: Class 3 contains 27913 members 
Mstep: Class 4 contains 63360 members 
Mstep: Class 5 contains 24384 members 
Mstep: Class 6 contains 7235 members 
Mstep: Class 7 contains 223802 members 
Mstep: Class 8 contains 96631 members 
Mstep: Class 9 contains 308494 members 
Mstep: Class 10 contains 13800 members 
Mstep: Class 11 contains 220335 members 
Mstep: Class 12 contains 226643 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 22042 members 
Mstep: Class 15 contains 7838 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 17692 members 
Mstep: Class 18 contains 10409 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 101415 members 
Mstep: Class 21 contains 11624 members 
Mstep: Class 22 contains 8006 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 4540 members 
Mstep: Class 25 contains 15529 members 
Mstep: Class 26 contains 38807 members 
Mstep: Class 27 contains 3682 members 
Mstep: Class 28 contains 10061 members 
Mstep: Class 29 contains 12818 members 
Mstep: Class 30 contains 8720 members 
Mstep: Class 31 contains 4934 members 
Mstep: Class 32 contains 16289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700048.000000 Penalty: 113719.265625
Iteration 124Q: 33 clusters Score -1.577e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 135160 members 
Mstep: Class 3 contains 27917 members 
Mstep: Class 4 contains 63350 members 
Mstep: Class 5 contains 24404 members 
Mstep: Class 6 contains 7284 members 
Mstep: Class 7 contains 223786 members 
Mstep: Class 8 contains 96633 members 
Mstep: Class 9 contains 308494 members 
Mstep: Class 10 contains 13799 members 
Mstep: Class 11 contains 220287 members 
Mstep: Class 12 contains 226634 members 
Mstep: Class 13 contains 5986 members 
Mstep: Class 14 contains 22045 members 
Mstep: Class 15 contains 7849 members 
Mstep: Class 16 contains 8309 members 
Mstep: Class 17 contains 17689 members 
Mstep: Class 18 contains 10412 members 
Mstep: Class 19 contains 4110 members 
Mstep: Class 20 contains 101411 members 
Mstep: Class 21 contains 11632 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2103 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 15527 members 
Mstep: Class 26 contains 38701 members 
Mstep: Class 27 contains 3690 members 
Mstep: Class 28 contains 10011 members 
Mstep: Class 29 contains 12837 members 
Mstep: Class 30 contains 8724 members 
Mstep: Class 31 contains 4938 members 
Mstep: Class 32 contains 16286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700208.000000 Penalty: 113719.265625
Iteration 125Q: 33 clusters Score -1.577002e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 135153 members 
Mstep: Class 3 contains 27918 members 
Mstep: Class 4 contains 63346 members 
Mstep: Class 5 contains 24417 members 
Mstep: Class 6 contains 7316 members 
Mstep: Class 7 contains 223777 members 
Mstep: Class 8 contains 96638 members 
Mstep: Class 9 contains 308471 members 
Mstep: Class 10 contains 13798 members 
Mstep: Class 11 contains 220264 members 
Mstep: Class 12 contains 226631 members 
Mstep: Class 13 contains 6047 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7858 members 
Mstep: Class 16 contains 8279 members 
Mstep: Class 17 contains 17686 members 
Mstep: Class 18 contains 10414 members 
Mstep: Class 19 contains 4133 members 
Mstep: Class 20 contains 101408 members 
Mstep: Class 21 contains 11652 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2098 members 
Mstep: Class 24 contains 4548 members 
Mstep: Class 25 contains 15527 members 
Mstep: Class 26 contains 38589 members 
Mstep: Class 27 contains 3694 members 
Mstep: Class 28 contains 9973 members 
Mstep: Class 29 contains 12851 members 
Mstep: Class 30 contains 8728 members 
Mstep: Class 31 contains 4941 members 
Mstep: Class 32 contains 16293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700304.000000 Penalty: 113719.265625
Iteration 126Q: 33 clusters Score -1.577003e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 135148 members 
Mstep: Class 3 contains 27920 members 
Mstep: Class 4 contains 63346 members 
Mstep: Class 5 contains 24425 members 
Mstep: Class 6 contains 7332 members 
Mstep: Class 7 contains 223776 members 
Mstep: Class 8 contains 96665 members 
Mstep: Class 9 contains 308444 members 
Mstep: Class 10 contains 13797 members 
Mstep: Class 11 contains 220242 members 
Mstep: Class 12 contains 226628 members 
Mstep: Class 13 contains 6102 members 
Mstep: Class 14 contains 22046 members 
Mstep: Class 15 contains 7863 members 
Mstep: Class 16 contains 8250 members 
Mstep: Class 17 contains 17684 members 
Mstep: Class 18 contains 10413 members 
Mstep: Class 19 contains 4145 members 
Mstep: Class 20 contains 101404 members 
Mstep: Class 21 contains 11668 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2095 members 
Mstep: Class 24 contains 4562 members 
Mstep: Class 25 contains 15528 members 
Mstep: Class 26 contains 38502 members 
Mstep: Class 27 contains 3699 members 
Mstep: Class 28 contains 9953 members 
Mstep: Class 29 contains 12860 members 
Mstep: Class 30 contains 8731 members 
Mstep: Class 31 contains 4940 members 
Mstep: Class 32 contains 16281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700240.000000 Penalty: 113719.265625
Iteration 127Q: 33 clusters Score -1.577002e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 135151 members 
Mstep: Class 3 contains 27922 members 
Mstep: Class 4 contains 63348 members 
Mstep: Class 5 contains 24432 members 
Mstep: Class 6 contains 7348 members 
Mstep: Class 7 contains 223777 members 
Mstep: Class 8 contains 96662 members 
Mstep: Class 9 contains 308440 members 
Mstep: Class 10 contains 13796 members 
Mstep: Class 11 contains 220218 members 
Mstep: Class 12 contains 226623 members 
Mstep: Class 13 contains 6145 members 
Mstep: Class 14 contains 22048 members 
Mstep: Class 15 contains 7867 members 
Mstep: Class 16 contains 8231 members 
Mstep: Class 17 contains 17683 members 
Mstep: Class 18 contains 10413 members 
Mstep: Class 19 contains 4158 members 
Mstep: Class 20 contains 101402 members 
Mstep: Class 21 contains 11685 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2092 members 
Mstep: Class 24 contains 4569 members 
Mstep: Class 25 contains 15530 members 
Mstep: Class 26 contains 38441 members 
Mstep: Class 27 contains 3708 members 
Mstep: Class 28 contains 9924 members 
Mstep: Class 29 contains 12867 members 
Mstep: Class 30 contains 8734 members 
Mstep: Class 31 contains 4939 members 
Mstep: Class 32 contains 16249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700320.000000 Penalty: 113719.265625
Iteration 128Q: 33 clusters Score -1.577003e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 135149 members 
Mstep: Class 3 contains 27919 members 
Mstep: Class 4 contains 63346 members 
Mstep: Class 5 contains 24439 members 
Mstep: Class 6 contains 7373 members 
Mstep: Class 7 contains 223779 members 
Mstep: Class 8 contains 96669 members 
Mstep: Class 9 contains 308432 members 
Mstep: Class 10 contains 13796 members 
Mstep: Class 11 contains 220201 members 
Mstep: Class 12 contains 226620 members 
Mstep: Class 13 contains 6184 members 
Mstep: Class 14 contains 22049 members 
Mstep: Class 15 contains 7867 members 
Mstep: Class 16 contains 8205 members 
Mstep: Class 17 contains 17683 members 
Mstep: Class 18 contains 10413 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 101404 members 
Mstep: Class 21 contains 11697 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 4577 members 
Mstep: Class 25 contains 15530 members 
Mstep: Class 26 contains 38377 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 9897 members 
Mstep: Class 29 contains 12882 members 
Mstep: Class 30 contains 8736 members 
Mstep: Class 31 contains 4940 members 
Mstep: Class 32 contains 16233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700576.000000 Penalty: 113719.265625
Iteration 129Q: 33 clusters Score -1.577006e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 135145 members 
Mstep: Class 3 contains 27922 members 
Mstep: Class 4 contains 63349 members 
Mstep: Class 5 contains 24450 members 
Mstep: Class 6 contains 7393 members 
Mstep: Class 7 contains 223779 members 
Mstep: Class 8 contains 96667 members 
Mstep: Class 9 contains 308430 members 
Mstep: Class 10 contains 13796 members 
Mstep: Class 11 contains 220170 members 
Mstep: Class 12 contains 226618 members 
Mstep: Class 13 contains 6228 members 
Mstep: Class 14 contains 22051 members 
Mstep: Class 15 contains 7864 members 
Mstep: Class 16 contains 8194 members 
Mstep: Class 17 contains 17681 members 
Mstep: Class 18 contains 10414 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 101402 members 
Mstep: Class 21 contains 11702 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2085 members 
Mstep: Class 24 contains 4581 members 
Mstep: Class 25 contains 15530 members 
Mstep: Class 26 contains 38327 members 
Mstep: Class 27 contains 3722 members 
Mstep: Class 28 contains 9872 members 
Mstep: Class 29 contains 12891 members 
Mstep: Class 30 contains 8736 members 
Mstep: Class 31 contains 4942 members 
Mstep: Class 32 contains 16213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700496.000000 Penalty: 113719.265625
Iteration 130Q: 33 clusters Score -1.577005e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 135141 members 
Mstep: Class 3 contains 27923 members 
Mstep: Class 4 contains 63352 members 
Mstep: Class 5 contains 24458 members 
Mstep: Class 6 contains 7410 members 
Mstep: Class 7 contains 223774 members 
Mstep: Class 8 contains 96686 members 
Mstep: Class 9 contains 308424 members 
Mstep: Class 10 contains 13796 members 
Mstep: Class 11 contains 220143 members 
Mstep: Class 12 contains 226618 members 
Mstep: Class 13 contains 6275 members 
Mstep: Class 14 contains 22051 members 
Mstep: Class 15 contains 7864 members 
Mstep: Class 16 contains 8178 members 
Mstep: Class 17 contains 17679 members 
Mstep: Class 18 contains 10414 members 
Mstep: Class 19 contains 4175 members 
Mstep: Class 20 contains 101399 members 
Mstep: Class 21 contains 11713 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2083 members 
Mstep: Class 24 contains 4583 members 
Mstep: Class 25 contains 15528 members 
Mstep: Class 26 contains 38263 members 
Mstep: Class 27 contains 3731 members 
Mstep: Class 28 contains 9849 members 
Mstep: Class 29 contains 12899 members 
Mstep: Class 30 contains 8737 members 
Mstep: Class 31 contains 4939 members 
Mstep: Class 32 contains 16195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700464.000000 Penalty: 113719.265625
Iteration 131Q: 33 clusters Score -1.577005e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 135134 members 
Mstep: Class 3 contains 27923 members 
Mstep: Class 4 contains 63352 members 
Mstep: Class 5 contains 24464 members 
Mstep: Class 6 contains 7441 members 
Mstep: Class 7 contains 223768 members 
Mstep: Class 8 contains 96700 members 
Mstep: Class 9 contains 308417 members 
Mstep: Class 10 contains 13796 members 
Mstep: Class 11 contains 220111 members 
Mstep: Class 12 contains 226618 members 
Mstep: Class 13 contains 6317 members 
Mstep: Class 14 contains 22049 members 
Mstep: Class 15 contains 7867 members 
Mstep: Class 16 contains 8156 members 
Mstep: Class 17 contains 17680 members 
Mstep: Class 18 contains 10414 members 
Mstep: Class 19 contains 4189 members 
Mstep: Class 20 contains 101398 members 
Mstep: Class 21 contains 11720 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2083 members 
Mstep: Class 24 contains 4587 members 
Mstep: Class 25 contains 15530 members 
Mstep: Class 26 contains 38194 members 
Mstep: Class 27 contains 3738 members 
Mstep: Class 28 contains 9815 members 
Mstep: Class 29 contains 12906 members 
Mstep: Class 30 contains 8737 members 
Mstep: Class 31 contains 4940 members 
Mstep: Class 32 contains 16198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700400.000000 Penalty: 113719.265625
Iteration 132Q: 33 clusters Score -1.577004e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 135129 members 
Mstep: Class 3 contains 27921 members 
Mstep: Class 4 contains 63346 members 
Mstep: Class 5 contains 24479 members 
Mstep: Class 6 contains 7460 members 
Mstep: Class 7 contains 223763 members 
Mstep: Class 8 contains 96714 members 
Mstep: Class 9 contains 308409 members 
Mstep: Class 10 contains 13796 members 
Mstep: Class 11 contains 220091 members 
Mstep: Class 12 contains 226619 members 
Mstep: Class 13 contains 6356 members 
Mstep: Class 14 contains 22046 members 
Mstep: Class 15 contains 7867 members 
Mstep: Class 16 contains 8136 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10414 members 
Mstep: Class 19 contains 4211 members 
Mstep: Class 20 contains 101396 members 
Mstep: Class 21 contains 11732 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2084 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 15530 members 
Mstep: Class 26 contains 38121 members 
Mstep: Class 27 contains 3743 members 
Mstep: Class 28 contains 9799 members 
Mstep: Class 29 contains 12909 members 
Mstep: Class 30 contains 8737 members 
Mstep: Class 31 contains 4942 members 
Mstep: Class 32 contains 16194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700432.000000 Penalty: 113719.265625
Iteration 133Q: 33 clusters Score -1.577004e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 135128 members 
Mstep: Class 3 contains 27919 members 
Mstep: Class 4 contains 63344 members 
Mstep: Class 5 contains 24492 members 
Mstep: Class 6 contains 7472 members 
Mstep: Class 7 contains 223760 members 
Mstep: Class 8 contains 96724 members 
Mstep: Class 9 contains 308396 members 
Mstep: Class 10 contains 13796 members 
Mstep: Class 11 contains 220077 members 
Mstep: Class 12 contains 226618 members 
Mstep: Class 13 contains 6397 members 
Mstep: Class 14 contains 22048 members 
Mstep: Class 15 contains 7863 members 
Mstep: Class 16 contains 8113 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10415 members 
Mstep: Class 19 contains 4229 members 
Mstep: Class 20 contains 101392 members 
Mstep: Class 21 contains 11743 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2083 members 
Mstep: Class 24 contains 4593 members 
Mstep: Class 25 contains 15530 members 
Mstep: Class 26 contains 38052 members 
Mstep: Class 27 contains 3745 members 
Mstep: Class 28 contains 9778 members 
Mstep: Class 29 contains 12915 members 
Mstep: Class 30 contains 8737 members 
Mstep: Class 31 contains 4946 members 
Mstep: Class 32 contains 16202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700432.000000 Penalty: 113719.265625
Iteration 134Q: 33 clusters Score -1.577004e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 135125 members 
Mstep: Class 3 contains 27918 members 
Mstep: Class 4 contains 63345 members 
Mstep: Class 5 contains 24504 members 
Mstep: Class 6 contains 7487 members 
Mstep: Class 7 contains 223754 members 
Mstep: Class 8 contains 96732 members 
Mstep: Class 9 contains 308384 members 
Mstep: Class 10 contains 13796 members 
Mstep: Class 11 contains 220077 members 
Mstep: Class 12 contains 226617 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 22048 members 
Mstep: Class 15 contains 7864 members 
Mstep: Class 16 contains 8093 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10416 members 
Mstep: Class 19 contains 4237 members 
Mstep: Class 20 contains 101390 members 
Mstep: Class 21 contains 11758 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2083 members 
Mstep: Class 24 contains 4602 members 
Mstep: Class 25 contains 15532 members 
Mstep: Class 26 contains 37985 members 
Mstep: Class 27 contains 3745 members 
Mstep: Class 28 contains 9756 members 
Mstep: Class 29 contains 12924 members 
Mstep: Class 30 contains 8736 members 
Mstep: Class 31 contains 4946 members 
Mstep: Class 32 contains 16197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700704.000000 Penalty: 113719.265625
Iteration 135Q: 33 clusters Score -1.577007e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 135122 members 
Mstep: Class 3 contains 27920 members 
Mstep: Class 4 contains 63340 members 
Mstep: Class 5 contains 24514 members 
Mstep: Class 6 contains 7500 members 
Mstep: Class 7 contains 223751 members 
Mstep: Class 8 contains 96744 members 
Mstep: Class 9 contains 308363 members 
Mstep: Class 10 contains 13796 members 
Mstep: Class 11 contains 220075 members 
Mstep: Class 12 contains 226616 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 22047 members 
Mstep: Class 15 contains 7865 members 
Mstep: Class 16 contains 8063 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10417 members 
Mstep: Class 19 contains 4251 members 
Mstep: Class 20 contains 101389 members 
Mstep: Class 21 contains 11774 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2083 members 
Mstep: Class 24 contains 4605 members 
Mstep: Class 25 contains 15536 members 
Mstep: Class 26 contains 37938 members 
Mstep: Class 27 contains 3746 members 
Mstep: Class 28 contains 9739 members 
Mstep: Class 29 contains 12937 members 
Mstep: Class 30 contains 8737 members 
Mstep: Class 31 contains 4946 members 
Mstep: Class 32 contains 16191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700656.000000 Penalty: 113719.265625
Iteration 136Q: 33 clusters Score -1.577007e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 135118 members 
Mstep: Class 3 contains 27921 members 
Mstep: Class 4 contains 63339 members 
Mstep: Class 5 contains 24517 members 
Mstep: Class 6 contains 7519 members 
Mstep: Class 7 contains 223750 members 
Mstep: Class 8 contains 96749 members 
Mstep: Class 9 contains 308359 members 
Mstep: Class 10 contains 13796 members 
Mstep: Class 11 contains 220065 members 
Mstep: Class 12 contains 226615 members 
Mstep: Class 13 contains 6499 members 
Mstep: Class 14 contains 22047 members 
Mstep: Class 15 contains 7864 members 
Mstep: Class 16 contains 8034 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10419 members 
Mstep: Class 19 contains 4266 members 
Mstep: Class 20 contains 101390 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2078 members 
Mstep: Class 24 contains 4611 members 
Mstep: Class 25 contains 15536 members 
Mstep: Class 26 contains 37884 members 
Mstep: Class 27 contains 3748 members 
Mstep: Class 28 contains 9721 members 
Mstep: Class 29 contains 12956 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4948 members 
Mstep: Class 32 contains 16177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700752.000000 Penalty: 113719.265625
Iteration 137Q: 33 clusters Score -1.577008e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 135122 members 
Mstep: Class 3 contains 27920 members 
Mstep: Class 4 contains 63336 members 
Mstep: Class 5 contains 24518 members 
Mstep: Class 6 contains 7535 members 
Mstep: Class 7 contains 223747 members 
Mstep: Class 8 contains 96748 members 
Mstep: Class 9 contains 308360 members 
Mstep: Class 10 contains 13796 members 
Mstep: Class 11 contains 220062 members 
Mstep: Class 12 contains 226616 members 
Mstep: Class 13 contains 6516 members 
Mstep: Class 14 contains 22047 members 
Mstep: Class 15 contains 7863 members 
Mstep: Class 16 contains 8023 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10422 members 
Mstep: Class 19 contains 4276 members 
Mstep: Class 20 contains 101390 members 
Mstep: Class 21 contains 11801 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 4617 members 
Mstep: Class 25 contains 15537 members 
Mstep: Class 26 contains 37832 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9705 members 
Mstep: Class 29 contains 12967 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4954 members 
Mstep: Class 32 contains 16166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700848.000000 Penalty: 113719.265625
Iteration 138Q: 33 clusters Score -1.577008e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 135121 members 
Mstep: Class 3 contains 27923 members 
Mstep: Class 4 contains 63334 members 
Mstep: Class 5 contains 24522 members 
Mstep: Class 6 contains 7543 members 
Mstep: Class 7 contains 223744 members 
Mstep: Class 8 contains 96754 members 
Mstep: Class 9 contains 308345 members 
Mstep: Class 10 contains 13796 members 
Mstep: Class 11 contains 220057 members 
Mstep: Class 12 contains 226616 members 
Mstep: Class 13 contains 6534 members 
Mstep: Class 14 contains 22048 members 
Mstep: Class 15 contains 7864 members 
Mstep: Class 16 contains 8010 members 
Mstep: Class 17 contains 17674 members 
Mstep: Class 18 contains 10423 members 
Mstep: Class 19 contains 4279 members 
Mstep: Class 20 contains 101391 members 
Mstep: Class 21 contains 11817 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2069 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 15537 members 
Mstep: Class 26 contains 37804 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9689 members 
Mstep: Class 29 contains 12974 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4954 members 
Mstep: Class 32 contains 16168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701024.000000 Penalty: 113719.265625
Iteration 139Q: 33 clusters Score -1.57701e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 135118 members 
Mstep: Class 3 contains 27924 members 
Mstep: Class 4 contains 63334 members 
Mstep: Class 5 contains 24525 members 
Mstep: Class 6 contains 7549 members 
Mstep: Class 7 contains 223739 members 
Mstep: Class 8 contains 96758 members 
Mstep: Class 9 contains 308343 members 
Mstep: Class 10 contains 13797 members 
Mstep: Class 11 contains 220043 members 
Mstep: Class 12 contains 226616 members 
Mstep: Class 13 contains 6545 members 
Mstep: Class 14 contains 22049 members 
Mstep: Class 15 contains 7864 members 
Mstep: Class 16 contains 8007 members 
Mstep: Class 17 contains 17672 members 
Mstep: Class 18 contains 10425 members 
Mstep: Class 19 contains 4284 members 
Mstep: Class 20 contains 101391 members 
Mstep: Class 21 contains 11826 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2069 members 
Mstep: Class 24 contains 4626 members 
Mstep: Class 25 contains 15538 members 
Mstep: Class 26 contains 37769 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9681 members 
Mstep: Class 29 contains 12980 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4955 members 
Mstep: Class 32 contains 16171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701008.000000 Penalty: 113719.265625
Iteration 140F: 33 clusters Score -1.57701e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 135117 members 
Mstep: Class 3 contains 27925 members 
Mstep: Class 4 contains 63335 members 
Mstep: Class 5 contains 24530 members 
Mstep: Class 6 contains 7558 members 
Mstep: Class 7 contains 223737 members 
Mstep: Class 8 contains 96763 members 
Mstep: Class 9 contains 308344 members 
Mstep: Class 10 contains 13800 members 
Mstep: Class 11 contains 220036 members 
Mstep: Class 12 contains 226617 members 
Mstep: Class 13 contains 6562 members 
Mstep: Class 14 contains 22046 members 
Mstep: Class 15 contains 7866 members 
Mstep: Class 16 contains 7997 members 
Mstep: Class 17 contains 17673 members 
Mstep: Class 18 contains 10426 members 
Mstep: Class 19 contains 4285 members 
Mstep: Class 20 contains 101390 members 
Mstep: Class 21 contains 11836 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2064 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 15538 members 
Mstep: Class 26 contains 37715 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9669 members 
Mstep: Class 29 contains 12985 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4960 members 
Mstep: Class 32 contains 16177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700960.000000 Penalty: 113719.265625
Iteration 141Q: 33 clusters Score -1.57701e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 135116 members 
Mstep: Class 3 contains 27927 members 
Mstep: Class 4 contains 63333 members 
Mstep: Class 5 contains 24538 members 
Mstep: Class 6 contains 7566 members 
Mstep: Class 7 contains 223733 members 
Mstep: Class 8 contains 96769 members 
Mstep: Class 9 contains 308341 members 
Mstep: Class 10 contains 13799 members 
Mstep: Class 11 contains 220031 members 
Mstep: Class 12 contains 226618 members 
Mstep: Class 13 contains 6572 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7866 members 
Mstep: Class 16 contains 7990 members 
Mstep: Class 17 contains 17673 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4288 members 
Mstep: Class 20 contains 101391 members 
Mstep: Class 21 contains 11847 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 4635 members 
Mstep: Class 25 contains 15539 members 
Mstep: Class 26 contains 37672 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9661 members 
Mstep: Class 29 contains 12991 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4965 members 
Mstep: Class 32 contains 16175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700928.000000 Penalty: 113719.265625
Iteration 142Q: 33 clusters Score -1.577009e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 135115 members 
Mstep: Class 3 contains 27928 members 
Mstep: Class 4 contains 63333 members 
Mstep: Class 5 contains 24545 members 
Mstep: Class 6 contains 7563 members 
Mstep: Class 7 contains 223731 members 
Mstep: Class 8 contains 96772 members 
Mstep: Class 9 contains 308338 members 
Mstep: Class 10 contains 13799 members 
Mstep: Class 11 contains 220023 members 
Mstep: Class 12 contains 226617 members 
Mstep: Class 13 contains 6583 members 
Mstep: Class 14 contains 22043 members 
Mstep: Class 15 contains 7867 members 
Mstep: Class 16 contains 7987 members 
Mstep: Class 17 contains 17673 members 
Mstep: Class 18 contains 10429 members 
Mstep: Class 19 contains 4292 members 
Mstep: Class 20 contains 101391 members 
Mstep: Class 21 contains 11862 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 4638 members 
Mstep: Class 25 contains 15537 members 
Mstep: Class 26 contains 37645 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9656 members 
Mstep: Class 29 contains 12990 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4966 members 
Mstep: Class 32 contains 16178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701024.000000 Penalty: 113719.265625
Iteration 143Q: 33 clusters Score -1.57701e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 63333 members 
Mstep: Class 5 contains 24546 members 
Mstep: Class 6 contains 7567 members 
Mstep: Class 7 contains 223731 members 
Mstep: Class 8 contains 96772 members 
Mstep: Class 9 contains 308330 members 
Mstep: Class 10 contains 13800 members 
Mstep: Class 11 contains 220024 members 
Mstep: Class 12 contains 226619 members 
Mstep: Class 13 contains 6589 members 
Mstep: Class 14 contains 22041 members 
Mstep: Class 15 contains 7866 members 
Mstep: Class 16 contains 7987 members 
Mstep: Class 17 contains 17674 members 
Mstep: Class 18 contains 10429 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 101390 members 
Mstep: Class 21 contains 11883 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 4640 members 
Mstep: Class 25 contains 15537 members 
Mstep: Class 26 contains 37603 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9652 members 
Mstep: Class 29 contains 12990 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4967 members 
Mstep: Class 32 contains 16181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701040.000000 Penalty: 113719.265625
Iteration 144Q: 33 clusters Score -1.57701e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 27931 members 
Mstep: Class 4 contains 63334 members 
Mstep: Class 5 contains 24547 members 
Mstep: Class 6 contains 7567 members 
Mstep: Class 7 contains 223726 members 
Mstep: Class 8 contains 96777 members 
Mstep: Class 9 contains 308321 members 
Mstep: Class 10 contains 13800 members 
Mstep: Class 11 contains 220023 members 
Mstep: Class 12 contains 226620 members 
Mstep: Class 13 contains 6590 members 
Mstep: Class 14 contains 22039 members 
Mstep: Class 15 contains 7866 members 
Mstep: Class 16 contains 7986 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10429 members 
Mstep: Class 19 contains 4303 members 
Mstep: Class 20 contains 101389 members 
Mstep: Class 21 contains 11898 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 4640 members 
Mstep: Class 25 contains 15537 members 
Mstep: Class 26 contains 37575 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9651 members 
Mstep: Class 29 contains 12992 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4968 members 
Mstep: Class 32 contains 16183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701168.000000 Penalty: 113719.265625
Iteration 145Q: 33 clusters Score -1.577012e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 27931 members 
Mstep: Class 4 contains 63333 members 
Mstep: Class 5 contains 24550 members 
Mstep: Class 6 contains 7568 members 
Mstep: Class 7 contains 223725 members 
Mstep: Class 8 contains 96779 members 
Mstep: Class 9 contains 308321 members 
Mstep: Class 10 contains 13800 members 
Mstep: Class 11 contains 220021 members 
Mstep: Class 12 contains 226619 members 
Mstep: Class 13 contains 6595 members 
Mstep: Class 14 contains 22039 members 
Mstep: Class 15 contains 7866 members 
Mstep: Class 16 contains 7983 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 101389 members 
Mstep: Class 21 contains 11909 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 4640 members 
Mstep: Class 25 contains 15536 members 
Mstep: Class 26 contains 37553 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9648 members 
Mstep: Class 29 contains 12994 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4969 members 
Mstep: Class 32 contains 16184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701248.000000 Penalty: 113719.265625
Iteration 146Q: 33 clusters Score -1.577012e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 27931 members 
Mstep: Class 4 contains 63332 members 
Mstep: Class 5 contains 24551 members 
Mstep: Class 6 contains 7568 members 
Mstep: Class 7 contains 223723 members 
Mstep: Class 8 contains 96782 members 
Mstep: Class 9 contains 308318 members 
Mstep: Class 10 contains 13800 members 
Mstep: Class 11 contains 220023 members 
Mstep: Class 12 contains 226618 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 22041 members 
Mstep: Class 15 contains 7866 members 
Mstep: Class 16 contains 7977 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10427 members 
Mstep: Class 19 contains 4310 members 
Mstep: Class 20 contains 101389 members 
Mstep: Class 21 contains 11919 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 4641 members 
Mstep: Class 25 contains 15537 members 
Mstep: Class 26 contains 37528 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9647 members 
Mstep: Class 29 contains 12997 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4969 members 
Mstep: Class 32 contains 16188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701264.000000 Penalty: 113719.265625
Iteration 147Q: 33 clusters Score -1.577013e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 135112 members 
Mstep: Class 3 contains 27931 members 
Mstep: Class 4 contains 63330 members 
Mstep: Class 5 contains 24551 members 
Mstep: Class 6 contains 7570 members 
Mstep: Class 7 contains 223725 members 
Mstep: Class 8 contains 96787 members 
Mstep: Class 9 contains 308315 members 
Mstep: Class 10 contains 13800 members 
Mstep: Class 11 contains 220017 members 
Mstep: Class 12 contains 226618 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 22040 members 
Mstep: Class 15 contains 7866 members 
Mstep: Class 16 contains 7969 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4317 members 
Mstep: Class 20 contains 101389 members 
Mstep: Class 21 contains 11930 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 4643 members 
Mstep: Class 25 contains 15540 members 
Mstep: Class 26 contains 37496 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9647 members 
Mstep: Class 29 contains 13000 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4968 members 
Mstep: Class 32 contains 16193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701168.000000 Penalty: 113719.265625
Iteration 148Q: 33 clusters Score -1.577012e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 27930 members 
Mstep: Class 4 contains 63328 members 
Mstep: Class 5 contains 24553 members 
Mstep: Class 6 contains 7571 members 
Mstep: Class 7 contains 223724 members 
Mstep: Class 8 contains 96787 members 
Mstep: Class 9 contains 308317 members 
Mstep: Class 10 contains 13801 members 
Mstep: Class 11 contains 220008 members 
Mstep: Class 12 contains 226618 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 22040 members 
Mstep: Class 15 contains 7867 members 
Mstep: Class 16 contains 7964 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10431 members 
Mstep: Class 19 contains 4322 members 
Mstep: Class 20 contains 101389 members 
Mstep: Class 21 contains 11936 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 4644 members 
Mstep: Class 25 contains 15540 members 
Mstep: Class 26 contains 37474 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9648 members 
Mstep: Class 29 contains 13001 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4968 members 
Mstep: Class 32 contains 16193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701168.000000 Penalty: 113719.265625
Iteration 149Q: 33 clusters Score -1.577012e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 135114 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 63327 members 
Mstep: Class 5 contains 24553 members 
Mstep: Class 6 contains 7571 members 
Mstep: Class 7 contains 223727 members 
Mstep: Class 8 contains 96791 members 
Mstep: Class 9 contains 308313 members 
Mstep: Class 10 contains 13801 members 
Mstep: Class 11 contains 219999 members 
Mstep: Class 12 contains 226618 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 22040 members 
Mstep: Class 15 contains 7869 members 
Mstep: Class 16 contains 7959 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10432 members 
Mstep: Class 19 contains 4323 members 
Mstep: Class 20 contains 101389 members 
Mstep: Class 21 contains 11941 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 4648 members 
Mstep: Class 25 contains 15541 members 
Mstep: Class 26 contains 37455 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9647 members 
Mstep: Class 29 contains 13002 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4969 members 
Mstep: Class 32 contains 16197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701152.000000 Penalty: 113719.265625
Iteration 150Q: 33 clusters Score -1.577012e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 63327 members 
Mstep: Class 5 contains 24551 members 
Mstep: Class 6 contains 7571 members 
Mstep: Class 7 contains 223727 members 
Mstep: Class 8 contains 96800 members 
Mstep: Class 9 contains 308312 members 
Mstep: Class 10 contains 13802 members 
Mstep: Class 11 contains 219990 members 
Mstep: Class 12 contains 226618 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 14 contains 22040 members 
Mstep: Class 15 contains 7870 members 
Mstep: Class 16 contains 7956 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10431 members 
Mstep: Class 19 contains 4322 members 
Mstep: Class 20 contains 101389 members 
Mstep: Class 21 contains 11947 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 4651 members 
Mstep: Class 25 contains 15542 members 
Mstep: Class 26 contains 37437 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9647 members 
Mstep: Class 29 contains 13004 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4970 members 
Mstep: Class 32 contains 16199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701120.000000 Penalty: 113719.265625
Iteration 151Q: 33 clusters Score -1.577011e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 135112 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 63328 members 
Mstep: Class 5 contains 24554 members 
Mstep: Class 6 contains 7571 members 
Mstep: Class 7 contains 223725 members 
Mstep: Class 8 contains 96804 members 
Mstep: Class 9 contains 308319 members 
Mstep: Class 10 contains 13801 members 
Mstep: Class 11 contains 219986 members 
Mstep: Class 12 contains 226619 members 
Mstep: Class 13 contains 6607 members 
Mstep: Class 14 contains 22040 members 
Mstep: Class 15 contains 7871 members 
Mstep: Class 16 contains 7952 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10431 members 
Mstep: Class 19 contains 4321 members 
Mstep: Class 20 contains 101391 members 
Mstep: Class 21 contains 11950 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2056 members 
Mstep: Class 24 contains 4651 members 
Mstep: Class 25 contains 15541 members 
Mstep: Class 26 contains 37426 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9647 members 
Mstep: Class 29 contains 13004 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4969 members 
Mstep: Class 32 contains 16199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701136.000000 Penalty: 113719.265625
Iteration 152Q: 33 clusters Score -1.577011e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 63329 members 
Mstep: Class 5 contains 24556 members 
Mstep: Class 6 contains 7571 members 
Mstep: Class 7 contains 223724 members 
Mstep: Class 8 contains 96807 members 
Mstep: Class 9 contains 308315 members 
Mstep: Class 10 contains 13799 members 
Mstep: Class 11 contains 219982 members 
Mstep: Class 12 contains 226620 members 
Mstep: Class 13 contains 6613 members 
Mstep: Class 14 contains 22040 members 
Mstep: Class 15 contains 7870 members 
Mstep: Class 16 contains 7945 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10431 members 
Mstep: Class 19 contains 4324 members 
Mstep: Class 20 contains 101391 members 
Mstep: Class 21 contains 11954 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 4653 members 
Mstep: Class 25 contains 15541 members 
Mstep: Class 26 contains 37422 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9647 members 
Mstep: Class 29 contains 13004 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4969 members 
Mstep: Class 32 contains 16201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701088.000000 Penalty: 113719.265625
Iteration 153Q: 33 clusters Score -1.577011e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 135116 members 
Mstep: Class 3 contains 27930 members 
Mstep: Class 4 contains 63330 members 
Mstep: Class 5 contains 24559 members 
Mstep: Class 6 contains 7571 members 
Mstep: Class 7 contains 223719 members 
Mstep: Class 8 contains 96808 members 
Mstep: Class 9 contains 308311 members 
Mstep: Class 10 contains 13795 members 
Mstep: Class 11 contains 219976 members 
Mstep: Class 12 contains 226620 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 22041 members 
Mstep: Class 15 contains 7870 members 
Mstep: Class 16 contains 7942 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 4327 members 
Mstep: Class 20 contains 101391 members 
Mstep: Class 21 contains 11957 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 4657 members 
Mstep: Class 25 contains 15541 members 
Mstep: Class 26 contains 37412 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9648 members 
Mstep: Class 29 contains 13002 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4969 members 
Mstep: Class 32 contains 16207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700976.000000 Penalty: 113719.265625
Iteration 154Q: 33 clusters Score -1.57701e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 135118 members 
Mstep: Class 3 contains 27930 members 
Mstep: Class 4 contains 63330 members 
Mstep: Class 5 contains 24562 members 
Mstep: Class 6 contains 7571 members 
Mstep: Class 7 contains 223718 members 
Mstep: Class 8 contains 96811 members 
Mstep: Class 9 contains 308306 members 
Mstep: Class 10 contains 13791 members 
Mstep: Class 11 contains 219977 members 
Mstep: Class 12 contains 226620 members 
Mstep: Class 13 contains 6621 members 
Mstep: Class 14 contains 22041 members 
Mstep: Class 15 contains 7869 members 
Mstep: Class 16 contains 7937 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 4326 members 
Mstep: Class 20 contains 101391 members 
Mstep: Class 21 contains 11962 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 4658 members 
Mstep: Class 25 contains 15541 members 
Mstep: Class 26 contains 37403 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9648 members 
Mstep: Class 29 contains 13002 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4969 members 
Mstep: Class 32 contains 16213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700976.000000 Penalty: 113719.265625
Iteration 155Q: 33 clusters Score -1.57701e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 135120 members 
Mstep: Class 3 contains 27930 members 
Mstep: Class 4 contains 63330 members 
Mstep: Class 5 contains 24566 members 
Mstep: Class 6 contains 7571 members 
Mstep: Class 7 contains 223719 members 
Mstep: Class 8 contains 96811 members 
Mstep: Class 9 contains 308306 members 
Mstep: Class 10 contains 13788 members 
Mstep: Class 11 contains 219974 members 
Mstep: Class 12 contains 226620 members 
Mstep: Class 13 contains 6624 members 
Mstep: Class 14 contains 22041 members 
Mstep: Class 15 contains 7869 members 
Mstep: Class 16 contains 7929 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 4326 members 
Mstep: Class 20 contains 101390 members 
Mstep: Class 21 contains 11965 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 4663 members 
Mstep: Class 25 contains 15541 members 
Mstep: Class 26 contains 37398 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9648 members 
Mstep: Class 29 contains 13003 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4969 members 
Mstep: Class 32 contains 16212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701072.000000 Penalty: 113719.265625
Iteration 156Q: 33 clusters Score -1.577011e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 135120 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 63330 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 7571 members 
Mstep: Class 7 contains 223716 members 
Mstep: Class 8 contains 96814 members 
Mstep: Class 9 contains 308305 members 
Mstep: Class 10 contains 13784 members 
Mstep: Class 11 contains 219969 members 
Mstep: Class 12 contains 226620 members 
Mstep: Class 13 contains 6627 members 
Mstep: Class 14 contains 22041 members 
Mstep: Class 15 contains 7869 members 
Mstep: Class 16 contains 7923 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 4325 members 
Mstep: Class 20 contains 101390 members 
Mstep: Class 21 contains 11966 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 4664 members 
Mstep: Class 25 contains 15541 members 
Mstep: Class 26 contains 37392 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9647 members 
Mstep: Class 29 contains 13007 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4970 members 
Mstep: Class 32 contains 16214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701168.000000 Penalty: 113719.265625
Iteration 157Q: 33 clusters Score -1.577012e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 135121 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 63328 members 
Mstep: Class 5 contains 24571 members 
Mstep: Class 6 contains 7571 members 
Mstep: Class 7 contains 223715 members 
Mstep: Class 8 contains 96816 members 
Mstep: Class 9 contains 308304 members 
Mstep: Class 10 contains 13783 members 
Mstep: Class 11 contains 219967 members 
Mstep: Class 12 contains 226620 members 
Mstep: Class 13 contains 6628 members 
Mstep: Class 14 contains 22041 members 
Mstep: Class 15 contains 7869 members 
Mstep: Class 16 contains 7917 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 4326 members 
Mstep: Class 20 contains 101389 members 
Mstep: Class 21 contains 11967 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 4664 members 
Mstep: Class 25 contains 15540 members 
Mstep: Class 26 contains 37388 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9647 members 
Mstep: Class 29 contains 13011 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4972 members 
Mstep: Class 32 contains 16214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701184.000000 Penalty: 113719.265625
Iteration 158Q: 33 clusters Score -1.577012e+08 nChanged 52
Entering ConstructFrom: 
Score: -157701184.000000 Penalty: 113719.265625
Entering ConstructFrom: 
Trying to split cluster 1 (10064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Entering Unmasked Estep 
Score: -945418.375000 Penalty: 2285.746582
	Iteration 0F: 2 clusters Score -945418.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -937649.187500 Penalty: 4571.493164
	Iteration 0F: 3 clusters Score -937649.2 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -939940.687500 Penalty: 4571.493164
	Iteration 1F: 3 clusters Score -939940.7 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -940372.375000 Penalty: 4571.493164
	Iteration 2F: 3 clusters Score -940372.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -940762.187500 Penalty: 4571.493164
	Iteration 3F: 3 clusters Score -940762.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -941114.375000 Penalty: 4571.493164
	Iteration 4F: 3 clusters Score -941114.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -941407.500000 Penalty: 4571.493164
	Iteration 5Q: 3 clusters Score -941407.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -941661.250000 Penalty: 4571.493164
	Iteration 6Q: 3 clusters Score -941661.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -941892.750000 Penalty: 4571.493164
	Iteration 7Q: 3 clusters Score -941892.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -942107.312500 Penalty: 4571.493164
	Iteration 8Q: 3 clusters Score -942107.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -942309.437500 Penalty: 4571.493164
	Iteration 9Q: 3 clusters Score -942309.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -942490.437500 Penalty: 4571.493164
	Iteration 10Q: 3 clusters Score -942490.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -942654.750000 Penalty: 4571.493164
	Iteration 11Q: 3 clusters Score -942654.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -942781.500000 Penalty: 4571.493164
	Iteration 12Q: 3 clusters Score -942781.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -942899.000000 Penalty: 4571.493164
	Iteration 13Q: 3 clusters Score -942899 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -943011.937500 Penalty: 4571.493164
	Iteration 14Q: 3 clusters Score -943011.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -943124.437500 Penalty: 4571.493164
	Iteration 15Q: 3 clusters Score -943124.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -943213.937500 Penalty: 4571.493164
	Iteration 16Q: 3 clusters Score -943213.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -943289.062500 Penalty: 4571.493164
	Iteration 17Q: 3 clusters Score -943289.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -943345.062500 Penalty: 4571.493164
	Iteration 18Q: 3 clusters Score -943345.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -943398.875000 Penalty: 4571.493164
	Iteration 19Q: 3 clusters Score -943398.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -943437.312500 Penalty: 4571.493164
	Iteration 20F: 3 clusters Score -943437.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -943459.500000 Penalty: 4571.493164
	Iteration 21Q: 3 clusters Score -943459.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -943479.062500 Penalty: 4571.493164
	Iteration 22Q: 3 clusters Score -943479.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -943499.687500 Penalty: 4571.493164
	Iteration 23Q: 3 clusters Score -943499.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -943515.562500 Penalty: 4571.493164
	Iteration 24Q: 3 clusters Score -943515.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -943530.625000 Penalty: 4571.493164
	Iteration 25Q: 3 clusters Score -943530.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -943539.750000 Penalty: 4571.493164
	Iteration 26Q: 3 clusters Score -943539.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -943550.500000 Penalty: 4571.493164
	Iteration 27Q: 3 clusters Score -943550.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -943559.562500 Penalty: 4571.493164
	Iteration 28Q: 3 clusters Score -943559.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -943568.625000 Penalty: 4571.493164
	Iteration 29Q: 3 clusters Score -943568.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -943580.125000 Penalty: 4571.493164
	Iteration 30Q: 3 clusters Score -943580.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -943586.187500 Penalty: 4571.493164
	Iteration 31Q: 3 clusters Score -943586.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -943592.125000 Penalty: 4571.493164
	Iteration 32Q: 3 clusters Score -943592.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -943595.000000 Penalty: 4571.493164
	Iteration 33Q: 3 clusters Score -943595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -943598.250000 Penalty: 4571.493164
	Iteration 34Q: 3 clusters Score -943598.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -943600.437500 Penalty: 4571.493164
	Iteration 35Q: 3 clusters Score -943600.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -943605.000000 Penalty: 4571.493164
	Iteration 36Q: 3 clusters Score -943605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -943607.437500 Penalty: 4571.493164
	Iteration 37Q: 3 clusters Score -943607.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -943610.562500 Penalty: 4571.493164
	Iteration 38Q: 3 clusters Score -943610.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -943613.125000 Penalty: 4571.493164
	Iteration 39Q: 3 clusters Score -943613.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -943614.625000 Penalty: 4571.493164
	Iteration 40F: 3 clusters Score -943614.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -943618.062500 Penalty: 4571.493164
	Iteration 41Q: 3 clusters Score -943618.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -943619.437500 Penalty: 4571.493164
	Iteration 42Q: 3 clusters Score -943619.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -943621.687500 Penalty: 4571.493164
	Iteration 43Q: 3 clusters Score -943621.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -943624.750000 Penalty: 4571.493164
	Iteration 44Q: 3 clusters Score -943624.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -943624.750000 Penalty: 4571.493164
	Iteration 45Q: 3 clusters Score -943624.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -943628.125000 Penalty: 4571.493164
	Iteration 46Q: 3 clusters Score -943628.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -943629.625000 Penalty: 4571.493164
	Iteration 47Q: 3 clusters Score -943629.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -943629.687500 Penalty: 4571.493164
	Iteration 48Q: 3 clusters Score -943629.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -943629.500000 Penalty: 4571.493164
	Iteration 49Q: 3 clusters Score -943629.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -943628.437500 Penalty: 4571.493164
	Iteration 50Q: 3 clusters Score -943628.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -943629.062500 Penalty: 4571.493164
	Iteration 51Q: 3 clusters Score -943629.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -943632.812500 Penalty: 4571.493164
	Iteration 52Q: 3 clusters Score -943632.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -943634.562500 Penalty: 4571.493164
	Iteration 53Q: 3 clusters Score -943634.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -943635.500000 Penalty: 4571.493164
	Iteration 54Q: 3 clusters Score -943635.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -943633.500000 Penalty: 4571.493164
	Iteration 55Q: 3 clusters Score -943633.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -943634.375000 Penalty: 4571.493164
	Iteration 56Q: 3 clusters Score -943634.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -943636.437500 Penalty: 4571.493164
	Iteration 57Q: 3 clusters Score -943636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -943639.687500 Penalty: 4571.493164
	Iteration 58Q: 3 clusters Score -943639.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -943639.687500 Penalty: 4571.493164
	Iteration 59F: 3 clusters Score -943639.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (135123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135123 members 
Entering Unmasked Estep 
Score: -13092603.000000 Penalty: 2929.857422
	Iteration 0F: 2 clusters Score -1.30926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67615 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -13002337.000000 Penalty: 5859.714844
	Iteration 0F: 3 clusters Score -1.300234e+07 nChanged 64412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -13039372.000000 Penalty: 5859.714844
	Iteration 1F: 3 clusters Score -1.303937e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67556 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -13040636.000000 Penalty: 5859.714844
	Iteration 2Q: 3 clusters Score -1.304064e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67722 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -13041994.000000 Penalty: 5859.714844
	Iteration 3Q: 3 clusters Score -1.304199e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 66764 members 
Entering Unmasked Estep 
Score: -13043765.000000 Penalty: 5859.714844
	Iteration 4Q: 3 clusters Score -1.304376e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 65538 members 
Entering Unmasked Estep 
Score: -13045823.000000 Penalty: 5859.714844
	Iteration 5Q: 3 clusters Score -1.304582e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -13048581.000000 Penalty: 5859.714844
	Iteration 6Q: 3 clusters Score -1.304858e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74888 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -13052102.000000 Penalty: 5859.714844
	Iteration 7F: 3 clusters Score -1.30521e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79181 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -13056778.000000 Penalty: 5859.714844
	Iteration 8F: 3 clusters Score -1.305678e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84333 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -13062942.000000 Penalty: 5859.714844
	Iteration 9F: 3 clusters Score -1.306294e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -13069234.000000 Penalty: 5859.714844
	Iteration 10F: 3 clusters Score -1.306923e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94243 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -13073388.000000 Penalty: 5859.714844
	Iteration 11Q: 3 clusters Score -1.307339e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98330 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -13076176.000000 Penalty: 5859.714844
	Iteration 12Q: 3 clusters Score -1.307618e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102053 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -13078235.000000 Penalty: 5859.714844
	Iteration 13Q: 3 clusters Score -1.307824e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105571 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -13080117.000000 Penalty: 5859.714844
	Iteration 14Q: 3 clusters Score -1.308012e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108935 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -13081968.000000 Penalty: 5859.714844
	Iteration 15Q: 3 clusters Score -1.308197e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112015 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -13083651.000000 Penalty: 5859.714844
	Iteration 16Q: 3 clusters Score -1.308365e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114800 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -13085109.000000 Penalty: 5859.714844
	Iteration 17Q: 3 clusters Score -1.308511e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117299 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -13086561.000000 Penalty: 5859.714844
	Iteration 18Q: 3 clusters Score -1.308656e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119520 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -13087830.000000 Penalty: 5859.714844
	Iteration 19Q: 3 clusters Score -1.308783e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121392 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -13088746.000000 Penalty: 5859.714844
	Iteration 20F: 3 clusters Score -1.308875e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122991 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -13089418.000000 Penalty: 5859.714844
	Iteration 21Q: 3 clusters Score -1.308942e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124369 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -13090067.000000 Penalty: 5859.714844
	Iteration 22Q: 3 clusters Score -1.309007e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125531 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -13090563.000000 Penalty: 5859.714844
	Iteration 23Q: 3 clusters Score -1.309056e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126486 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -13090876.000000 Penalty: 5859.714844
	Iteration 24Q: 3 clusters Score -1.309088e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127280 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -13091136.000000 Penalty: 5859.714844
	Iteration 25Q: 3 clusters Score -1.309114e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127956 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -13091427.000000 Penalty: 5859.714844
	Iteration 26Q: 3 clusters Score -1.309143e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128510 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -13091669.000000 Penalty: 5859.714844
	Iteration 27Q: 3 clusters Score -1.309167e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128961 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -13091815.000000 Penalty: 5859.714844
	Iteration 28Q: 3 clusters Score -1.309182e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129327 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -13091957.000000 Penalty: 5859.714844
	Iteration 29Q: 3 clusters Score -1.309196e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129682 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -13092197.000000 Penalty: 5859.714844
	Iteration 30Q: 3 clusters Score -1.30922e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130004 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -13092351.000000 Penalty: 5859.714844
	Iteration 31Q: 3 clusters Score -1.309235e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130269 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -13092578.000000 Penalty: 5859.714844
	Iteration 32Q: 3 clusters Score -1.309258e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130508 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -13092750.000000 Penalty: 5859.714844
	Iteration 33Q: 3 clusters Score -1.309275e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130672 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -13092806.000000 Penalty: 5859.714844
	Iteration 34Q: 3 clusters Score -1.309281e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130774 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -13092857.000000 Penalty: 5859.714844
	Iteration 35Q: 3 clusters Score -1.309286e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130845 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -13092868.000000 Penalty: 5859.714844
	Iteration 36Q: 3 clusters Score -1.309287e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130889 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -13092908.000000 Penalty: 5859.714844
	Iteration 37Q: 3 clusters Score -1.309291e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130918 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -13092945.000000 Penalty: 5859.714844
	Iteration 38Q: 3 clusters Score -1.309294e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130946 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -13092941.000000 Penalty: 5859.714844
	Iteration 39Q: 3 clusters Score -1.309294e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130968 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -13092957.000000 Penalty: 5859.714844
	Iteration 40F: 3 clusters Score -1.309296e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130976 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -13092950.000000 Penalty: 5859.714844
	Iteration 41Q: 3 clusters Score -1.309295e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130986 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -13092957.000000 Penalty: 5859.714844
	Iteration 42Q: 3 clusters Score -1.309296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130991 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -13092973.000000 Penalty: 5859.714844
	Iteration 43Q: 3 clusters Score -1.309297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130998 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -13092968.000000 Penalty: 5859.714844
	Iteration 44Q: 3 clusters Score -1.309297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130993 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -13092977.000000 Penalty: 5859.714844
	Iteration 45Q: 3 clusters Score -1.309298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130993 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -13092978.000000 Penalty: 5859.714844
	Iteration 46Q: 3 clusters Score -1.309298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130992 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -13092972.000000 Penalty: 5859.714844
	Iteration 47Q: 3 clusters Score -1.309297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130993 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -13092982.000000 Penalty: 5859.714844
	Iteration 48Q: 3 clusters Score -1.309298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130996 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -13092984.000000 Penalty: 5859.714844
	Iteration 49Q: 3 clusters Score -1.309298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131001 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -13092980.000000 Penalty: 5859.714844
	Iteration 50Q: 3 clusters Score -1.309298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131003 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -13092971.000000 Penalty: 5859.714844
	Iteration 51Q: 3 clusters Score -1.309297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131007 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -13092973.000000 Penalty: 5859.714844
	Iteration 52Q: 3 clusters Score -1.309297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131007 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -13092975.000000 Penalty: 5859.714844
	Iteration 53Q: 3 clusters Score -1.309298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131008 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -13092974.000000 Penalty: 5859.714844
	Iteration 54Q: 3 clusters Score -1.309297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131006 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -13092975.000000 Penalty: 5859.714844
	Iteration 55Q: 3 clusters Score -1.309298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131006 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -13092974.000000 Penalty: 5859.714844
	Iteration 56Q: 3 clusters Score -1.309297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131007 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -13092984.000000 Penalty: 5859.714844
	Iteration 57Q: 3 clusters Score -1.309298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131007 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -13092984.000000 Penalty: 5859.714844
	Iteration 58F: 3 clusters Score -1.309298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 131007 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 63326 members 
Mstep: Class 5 contains 24574 members 
Mstep: Class 6 contains 7573 members 
Mstep: Class 7 contains 223712 members 
Mstep: Class 8 contains 96820 members 
Mstep: Class 9 contains 308304 members 
Mstep: Class 10 contains 13780 members 
Mstep: Class 11 contains 219965 members 
Mstep: Class 12 contains 226621 members 
Mstep: Class 13 contains 6628 members 
Mstep: Class 14 contains 22041 members 
Mstep: Class 15 contains 7870 members 
Mstep: Class 16 contains 7913 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 4326 members 
Mstep: Class 20 contains 101389 members 
Mstep: Class 21 contains 11971 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 4665 members 
Mstep: Class 25 contains 15540 members 
Mstep: Class 26 contains 37373 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9647 members 
Mstep: Class 29 contains 13013 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4973 members 
Mstep: Class 32 contains 16215 members 
Mstep: Class 33 contains 4116 members 
Entering Unmasked Estep 
Score: -157700592.000000 Penalty: 117273.000000
Splitting cluster 2 changes total score from -157701184.000000 to -157700592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (27929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Entering Unmasked Estep 
Score: -2693869.000000 Penalty: 2538.880371
	Iteration 0F: 2 clusters Score -2693869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2674676.500000 Penalty: 5077.760742
	Iteration 0F: 3 clusters Score -2674676 nChanged 12571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2681531.250000 Penalty: 5077.760742
	Iteration 1F: 3 clusters Score -2681531 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2682184.250000 Penalty: 5077.760742
	Iteration 2F: 3 clusters Score -2682184 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2682941.750000 Penalty: 5077.760742
	Iteration 3F: 3 clusters Score -2682942 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2683943.250000 Penalty: 5077.760742
	Iteration 4F: 3 clusters Score -2683943 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2685202.250000 Penalty: 5077.760742
	Iteration 5F: 3 clusters Score -2685202 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2686629.500000 Penalty: 5077.760742
	Iteration 6F: 3 clusters Score -2686630 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2687950.750000 Penalty: 5077.760742
	Iteration 7F: 3 clusters Score -2687951 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2689191.250000 Penalty: 5077.760742
	Iteration 8Q: 3 clusters Score -2689191 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2690069.750000 Penalty: 5077.760742
	Iteration 9Q: 3 clusters Score -2690070 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2690753.000000 Penalty: 5077.760742
	Iteration 10Q: 3 clusters Score -2690753 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2691303.500000 Penalty: 5077.760742
	Iteration 11Q: 3 clusters Score -2691304 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2691648.000000 Penalty: 5077.760742
	Iteration 12Q: 3 clusters Score -2691648 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2691875.500000 Penalty: 5077.760742
	Iteration 13Q: 3 clusters Score -2691876 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2692003.750000 Penalty: 5077.760742
	Iteration 14Q: 3 clusters Score -2692004 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2692074.750000 Penalty: 5077.760742
	Iteration 15Q: 3 clusters Score -2692075 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2692120.250000 Penalty: 5077.760742
	Iteration 16Q: 3 clusters Score -2692120 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2692149.750000 Penalty: 5077.760742
	Iteration 17Q: 3 clusters Score -2692150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2692174.000000 Penalty: 5077.760742
	Iteration 18Q: 3 clusters Score -2692174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2692191.500000 Penalty: 5077.760742
	Iteration 19Q: 3 clusters Score -2692192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2692205.250000 Penalty: 5077.760742
	Iteration 20F: 3 clusters Score -2692205 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2692219.750000 Penalty: 5077.760742
	Iteration 21Q: 3 clusters Score -2692220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2692230.250000 Penalty: 5077.760742
	Iteration 22Q: 3 clusters Score -2692230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2692243.500000 Penalty: 5077.760742
	Iteration 23Q: 3 clusters Score -2692244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2692246.500000 Penalty: 5077.760742
	Iteration 24Q: 3 clusters Score -2692246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2692256.750000 Penalty: 5077.760742
	Iteration 25Q: 3 clusters Score -2692257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2692268.250000 Penalty: 5077.760742
	Iteration 26Q: 3 clusters Score -2692268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2692274.750000 Penalty: 5077.760742
	Iteration 27Q: 3 clusters Score -2692275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2692276.750000 Penalty: 5077.760742
	Iteration 28Q: 3 clusters Score -2692277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2692282.750000 Penalty: 5077.760742
	Iteration 29Q: 3 clusters Score -2692283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2692284.750000 Penalty: 5077.760742
	Iteration 30Q: 3 clusters Score -2692285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2692288.000000 Penalty: 5077.760742
	Iteration 31Q: 3 clusters Score -2692288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2692290.750000 Penalty: 5077.760742
	Iteration 32Q: 3 clusters Score -2692291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2692289.500000 Penalty: 5077.760742
	Iteration 33Q: 3 clusters Score -2692290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2692298.500000 Penalty: 5077.760742
	Iteration 34Q: 3 clusters Score -2692298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2692299.500000 Penalty: 5077.760742
	Iteration 35Q: 3 clusters Score -2692300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2692301.000000 Penalty: 5077.760742
	Iteration 36Q: 3 clusters Score -2692301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2692298.750000 Penalty: 5077.760742
	Iteration 37Q: 3 clusters Score -2692299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2692299.250000 Penalty: 5077.760742
	Iteration 38Q: 3 clusters Score -2692299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2692298.500000 Penalty: 5077.760742
	Iteration 39Q: 3 clusters Score -2692298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2692307.500000 Penalty: 5077.760742
	Iteration 40F: 3 clusters Score -2692308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2692304.250000 Penalty: 5077.760742
	Iteration 41Q: 3 clusters Score -2692304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2692311.000000 Penalty: 5077.760742
	Iteration 42Q: 3 clusters Score -2692311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2692309.500000 Penalty: 5077.760742
	Iteration 43Q: 3 clusters Score -2692310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2692312.500000 Penalty: 5077.760742
	Iteration 44Q: 3 clusters Score -2692312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2692311.750000 Penalty: 5077.760742
	Iteration 45Q: 3 clusters Score -2692312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2692314.500000 Penalty: 5077.760742
	Iteration 46Q: 3 clusters Score -2692314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2692311.000000 Penalty: 5077.760742
	Iteration 47Q: 3 clusters Score -2692311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2692310.250000 Penalty: 5077.760742
	Iteration 48Q: 3 clusters Score -2692310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2692310.000000 Penalty: 5077.760742
	Iteration 49Q: 3 clusters Score -2692310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2692310.000000 Penalty: 5077.760742
	Iteration 50F: 3 clusters Score -2692310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (63326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Entering Unmasked Estep 
Score: -6148218.000000 Penalty: 2741.900635
	Iteration 0F: 2 clusters Score -6148218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -6105775.000000 Penalty: 5483.801270
	Iteration 0F: 3 clusters Score -6105775 nChanged 29501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -6122253.000000 Penalty: 5483.801270
	Iteration 1F: 3 clusters Score -6122253 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -6123487.500000 Penalty: 5483.801270
	Iteration 2Q: 3 clusters Score -6123488 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -6125036.000000 Penalty: 5483.801270
	Iteration 3Q: 3 clusters Score -6125036 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -6126990.500000 Penalty: 5483.801270
	Iteration 4F: 3 clusters Score -6126990 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -6129324.500000 Penalty: 5483.801270
	Iteration 5F: 3 clusters Score -6129324 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -6131950.500000 Penalty: 5483.801270
	Iteration 6F: 3 clusters Score -6131950 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -6134858.500000 Penalty: 5483.801270
	Iteration 7F: 3 clusters Score -6134858 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -6137816.000000 Penalty: 5483.801270
	Iteration 8F: 3 clusters Score -6137816 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -6140369.000000 Penalty: 5483.801270
	Iteration 9F: 3 clusters Score -6140369 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -6142105.500000 Penalty: 5483.801270
	Iteration 10Q: 3 clusters Score -6142106 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -6142986.000000 Penalty: 5483.801270
	Iteration 11Q: 3 clusters Score -6142986 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -6143509.500000 Penalty: 5483.801270
	Iteration 12Q: 3 clusters Score -6143510 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -6144011.000000 Penalty: 5483.801270
	Iteration 13Q: 3 clusters Score -6144011 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -6144420.500000 Penalty: 5483.801270
	Iteration 14Q: 3 clusters Score -6144420 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -6144762.000000 Penalty: 5483.801270
	Iteration 15Q: 3 clusters Score -6144762 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -6145062.000000 Penalty: 5483.801270
	Iteration 16Q: 3 clusters Score -6145062 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -6145387.000000 Penalty: 5483.801270
	Iteration 17Q: 3 clusters Score -6145387 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -6145641.000000 Penalty: 5483.801270
	Iteration 18Q: 3 clusters Score -6145641 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -6145883.000000 Penalty: 5483.801270
	Iteration 19Q: 3 clusters Score -6145883 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -6146087.000000 Penalty: 5483.801270
	Iteration 20F: 3 clusters Score -6146087 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -6146302.000000 Penalty: 5483.801270
	Iteration 21Q: 3 clusters Score -6146302 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -6146439.000000 Penalty: 5483.801270
	Iteration 22Q: 3 clusters Score -6146439 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -6146567.500000 Penalty: 5483.801270
	Iteration 23Q: 3 clusters Score -6146568 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -6146674.000000 Penalty: 5483.801270
	Iteration 24Q: 3 clusters Score -6146674 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -6146757.000000 Penalty: 5483.801270
	Iteration 25Q: 3 clusters Score -6146757 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -6146840.500000 Penalty: 5483.801270
	Iteration 26Q: 3 clusters Score -6146840 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -6146901.000000 Penalty: 5483.801270
	Iteration 27Q: 3 clusters Score -6146901 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -6146917.000000 Penalty: 5483.801270
	Iteration 28Q: 3 clusters Score -6146917 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -6146959.000000 Penalty: 5483.801270
	Iteration 29Q: 3 clusters Score -6146959 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -6147022.500000 Penalty: 5483.801270
	Iteration 30Q: 3 clusters Score -6147022 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -6147045.500000 Penalty: 5483.801270
	Iteration 31Q: 3 clusters Score -6147046 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -6147067.000000 Penalty: 5483.801270
	Iteration 32Q: 3 clusters Score -6147067 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -6147107.000000 Penalty: 5483.801270
	Iteration 33Q: 3 clusters Score -6147107 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -6147145.000000 Penalty: 5483.801270
	Iteration 34Q: 3 clusters Score -6147145 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -6147151.000000 Penalty: 5483.801270
	Iteration 35Q: 3 clusters Score -6147151 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -6147158.000000 Penalty: 5483.801270
	Iteration 36Q: 3 clusters Score -6147158 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -6147161.000000 Penalty: 5483.801270
	Iteration 37Q: 3 clusters Score -6147161 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -6147181.500000 Penalty: 5483.801270
	Iteration 38Q: 3 clusters Score -6147182 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -6147194.000000 Penalty: 5483.801270
	Iteration 39Q: 3 clusters Score -6147194 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -6147228.500000 Penalty: 5483.801270
	Iteration 40F: 3 clusters Score -6147228 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -6147242.000000 Penalty: 5483.801270
	Iteration 41Q: 3 clusters Score -6147242 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -6147245.500000 Penalty: 5483.801270
	Iteration 42Q: 3 clusters Score -6147246 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -6147252.000000 Penalty: 5483.801270
	Iteration 43Q: 3 clusters Score -6147252 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -6147261.500000 Penalty: 5483.801270
	Iteration 44Q: 3 clusters Score -6147262 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -6147273.500000 Penalty: 5483.801270
	Iteration 45Q: 3 clusters Score -6147274 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -6147287.000000 Penalty: 5483.801270
	Iteration 46Q: 3 clusters Score -6147287 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -6147288.500000 Penalty: 5483.801270
	Iteration 47Q: 3 clusters Score -6147288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -6147311.500000 Penalty: 5483.801270
	Iteration 48Q: 3 clusters Score -6147312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -6147305.000000 Penalty: 5483.801270
	Iteration 49Q: 3 clusters Score -6147305 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -6147308.500000 Penalty: 5483.801270
	Iteration 50Q: 3 clusters Score -6147308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -6147306.000000 Penalty: 5483.801270
	Iteration 51Q: 3 clusters Score -6147306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -6147314.500000 Penalty: 5483.801270
	Iteration 52Q: 3 clusters Score -6147314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56180 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -6147322.500000 Penalty: 5483.801270
	Iteration 53Q: 3 clusters Score -6147322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -6147320.000000 Penalty: 5483.801270
	Iteration 54Q: 3 clusters Score -6147320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -6147327.000000 Penalty: 5483.801270
	Iteration 55Q: 3 clusters Score -6147327 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56277 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -6147325.500000 Penalty: 5483.801270
	Iteration 56Q: 3 clusters Score -6147326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -6147314.000000 Penalty: 5483.801270
	Iteration 57Q: 3 clusters Score -6147314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -6147330.000000 Penalty: 5483.801270
	Iteration 58Q: 3 clusters Score -6147330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -6147318.500000 Penalty: 5483.801270
	Iteration 59Q: 3 clusters Score -6147318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -6147315.000000 Penalty: 5483.801270
	Iteration 60F: 3 clusters Score -6147315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -6147309.500000 Penalty: 5483.801270
	Iteration 61Q: 3 clusters Score -6147310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -6147306.000000 Penalty: 5483.801270
	Iteration 62Q: 3 clusters Score -6147306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -6147313.000000 Penalty: 5483.801270
	Iteration 63Q: 3 clusters Score -6147313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -6147301.500000 Penalty: 5483.801270
	Iteration 64Q: 3 clusters Score -6147302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -6147298.000000 Penalty: 5483.801270
	Iteration 65Q: 3 clusters Score -6147298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56481 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -6147304.000000 Penalty: 5483.801270
	Iteration 66Q: 3 clusters Score -6147304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -6147308.000000 Penalty: 5483.801270
	Iteration 67Q: 3 clusters Score -6147308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -6147305.000000 Penalty: 5483.801270
	Iteration 68Q: 3 clusters Score -6147305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -6147310.500000 Penalty: 5483.801270
	Iteration 69Q: 3 clusters Score -6147310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56536 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -6147314.500000 Penalty: 5483.801270
	Iteration 70Q: 3 clusters Score -6147314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -6147314.500000 Penalty: 5483.801270
	Iteration 71Q: 3 clusters Score -6147314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -6147310.000000 Penalty: 5483.801270
	Iteration 72Q: 3 clusters Score -6147310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -6147320.000000 Penalty: 5483.801270
	Iteration 73Q: 3 clusters Score -6147320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -6147318.500000 Penalty: 5483.801270
	Iteration 74Q: 3 clusters Score -6147318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -6147329.000000 Penalty: 5483.801270
	Iteration 75Q: 3 clusters Score -6147329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -6147328.000000 Penalty: 5483.801270
	Iteration 76Q: 3 clusters Score -6147328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -6147329.500000 Penalty: 5483.801270
	Iteration 77Q: 3 clusters Score -6147330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -6147344.000000 Penalty: 5483.801270
	Iteration 78Q: 3 clusters Score -6147344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -6147347.000000 Penalty: 5483.801270
	Iteration 79Q: 3 clusters Score -6147347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -6147342.000000 Penalty: 5483.801270
	Iteration 80F: 3 clusters Score -6147342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -6147336.500000 Penalty: 5483.801270
	Iteration 81Q: 3 clusters Score -6147336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -6147347.000000 Penalty: 5483.801270
	Iteration 82Q: 3 clusters Score -6147347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -6147343.500000 Penalty: 5483.801270
	Iteration 83Q: 3 clusters Score -6147344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -6147355.500000 Penalty: 5483.801270
	Iteration 84Q: 3 clusters Score -6147356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -6147356.000000 Penalty: 5483.801270
	Iteration 85Q: 3 clusters Score -6147356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -6147367.000000 Penalty: 5483.801270
	Iteration 86Q: 3 clusters Score -6147367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -6147373.500000 Penalty: 5483.801270
	Iteration 87Q: 3 clusters Score -6147374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -6147375.500000 Penalty: 5483.801270
	Iteration 88Q: 3 clusters Score -6147376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -6147366.500000 Penalty: 5483.801270
	Iteration 89Q: 3 clusters Score -6147366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -6147364.500000 Penalty: 5483.801270
	Iteration 90Q: 3 clusters Score -6147364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -6147358.000000 Penalty: 5483.801270
	Iteration 91Q: 3 clusters Score -6147358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56850 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -6147364.000000 Penalty: 5483.801270
	Iteration 92Q: 3 clusters Score -6147364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -6147365.000000 Penalty: 5483.801270
	Iteration 93Q: 3 clusters Score -6147365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -6147361.500000 Penalty: 5483.801270
	Iteration 94Q: 3 clusters Score -6147362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -6147373.500000 Penalty: 5483.801270
	Iteration 95Q: 3 clusters Score -6147374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -6147370.000000 Penalty: 5483.801270
	Iteration 96Q: 3 clusters Score -6147370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -6147367.000000 Penalty: 5483.801270
	Iteration 97Q: 3 clusters Score -6147367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -6147370.000000 Penalty: 5483.801270
	Iteration 98Q: 3 clusters Score -6147370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -6147367.500000 Penalty: 5483.801270
	Iteration 99Q: 3 clusters Score -6147368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -6147375.000000 Penalty: 5483.801270
	Iteration 100F: 3 clusters Score -6147375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -6147368.500000 Penalty: 5483.801270
	Iteration 101Q: 3 clusters Score -6147368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -6147368.500000 Penalty: 5483.801270
	Iteration 102Q: 3 clusters Score -6147368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -6147369.000000 Penalty: 5483.801270
	Iteration 103Q: 3 clusters Score -6147369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56973 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -6147371.500000 Penalty: 5483.801270
	Iteration 104Q: 3 clusters Score -6147372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56988 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -6147366.500000 Penalty: 5483.801270
	Iteration 105Q: 3 clusters Score -6147366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -6147368.500000 Penalty: 5483.801270
	Iteration 106Q: 3 clusters Score -6147368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -6147376.000000 Penalty: 5483.801270
	Iteration 107Q: 3 clusters Score -6147376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -6147384.000000 Penalty: 5483.801270
	Iteration 108Q: 3 clusters Score -6147384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -6147381.500000 Penalty: 5483.801270
	Iteration 109Q: 3 clusters Score -6147382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -6147380.500000 Penalty: 5483.801270
	Iteration 110Q: 3 clusters Score -6147380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57062 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -6147377.000000 Penalty: 5483.801270
	Iteration 111Q: 3 clusters Score -6147377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -6147386.500000 Penalty: 5483.801270
	Iteration 112Q: 3 clusters Score -6147386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -6147386.000000 Penalty: 5483.801270
	Iteration 113Q: 3 clusters Score -6147386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -6147381.500000 Penalty: 5483.801270
	Iteration 114Q: 3 clusters Score -6147382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -6147385.000000 Penalty: 5483.801270
	Iteration 115Q: 3 clusters Score -6147385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -6147375.000000 Penalty: 5483.801270
	Iteration 116Q: 3 clusters Score -6147375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -6147382.500000 Penalty: 5483.801270
	Iteration 117Q: 3 clusters Score -6147382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -6147386.000000 Penalty: 5483.801270
	Iteration 118Q: 3 clusters Score -6147386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -6147384.000000 Penalty: 5483.801270
	Iteration 119Q: 3 clusters Score -6147384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -6147388.500000 Penalty: 5483.801270
	Iteration 120F: 3 clusters Score -6147388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -6147388.500000 Penalty: 5483.801270
	Iteration 121Q: 3 clusters Score -6147388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -6147384.500000 Penalty: 5483.801270
	Iteration 122Q: 3 clusters Score -6147384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -6147388.000000 Penalty: 5483.801270
	Iteration 123Q: 3 clusters Score -6147388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -6147395.000000 Penalty: 5483.801270
	Iteration 124Q: 3 clusters Score -6147395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -6147395.000000 Penalty: 5483.801270
	Iteration 125F: 3 clusters Score -6147395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Entering Unmasked Estep 
Score: -2203728.750000 Penalty: 2507.142334
	Iteration 0F: 2 clusters Score -2203729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2186696.750000 Penalty: 5014.284668
	Iteration 0F: 3 clusters Score -2186697 nChanged 10968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2192752.000000 Penalty: 5014.284668
	Iteration 1F: 3 clusters Score -2192752 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2193312.750000 Penalty: 5014.284668
	Iteration 2F: 3 clusters Score -2193313 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2193782.750000 Penalty: 5014.284668
	Iteration 3Q: 3 clusters Score -2193783 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2194265.750000 Penalty: 5014.284668
	Iteration 4Q: 3 clusters Score -2194266 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2194699.500000 Penalty: 5014.284668
	Iteration 5Q: 3 clusters Score -2194700 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2195150.000000 Penalty: 5014.284668
	Iteration 6Q: 3 clusters Score -2195150 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2195613.750000 Penalty: 5014.284668
	Iteration 7Q: 3 clusters Score -2195614 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2196124.250000 Penalty: 5014.284668
	Iteration 8Q: 3 clusters Score -2196124 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2196631.250000 Penalty: 5014.284668
	Iteration 9Q: 3 clusters Score -2196631 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2197206.000000 Penalty: 5014.284668
	Iteration 10Q: 3 clusters Score -2197206 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2197716.500000 Penalty: 5014.284668
	Iteration 11Q: 3 clusters Score -2197716 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2198180.500000 Penalty: 5014.284668
	Iteration 12Q: 3 clusters Score -2198180 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2198506.750000 Penalty: 5014.284668
	Iteration 13Q: 3 clusters Score -2198507 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2198748.250000 Penalty: 5014.284668
	Iteration 14Q: 3 clusters Score -2198748 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2198931.250000 Penalty: 5014.284668
	Iteration 15Q: 3 clusters Score -2198931 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2199049.500000 Penalty: 5014.284668
	Iteration 16Q: 3 clusters Score -2199050 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2199128.250000 Penalty: 5014.284668
	Iteration 17Q: 3 clusters Score -2199128 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2199182.000000 Penalty: 5014.284668
	Iteration 18Q: 3 clusters Score -2199182 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2199229.750000 Penalty: 5014.284668
	Iteration 19Q: 3 clusters Score -2199230 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2199263.250000 Penalty: 5014.284668
	Iteration 20F: 3 clusters Score -2199263 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2199299.500000 Penalty: 5014.284668
	Iteration 21Q: 3 clusters Score -2199300 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2199342.500000 Penalty: 5014.284668
	Iteration 22Q: 3 clusters Score -2199342 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2199373.750000 Penalty: 5014.284668
	Iteration 23Q: 3 clusters Score -2199374 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2199417.000000 Penalty: 5014.284668
	Iteration 24Q: 3 clusters Score -2199417 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2199442.000000 Penalty: 5014.284668
	Iteration 25Q: 3 clusters Score -2199442 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2199485.250000 Penalty: 5014.284668
	Iteration 26Q: 3 clusters Score -2199485 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2199529.000000 Penalty: 5014.284668
	Iteration 27Q: 3 clusters Score -2199529 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2199569.750000 Penalty: 5014.284668
	Iteration 28Q: 3 clusters Score -2199570 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2199605.500000 Penalty: 5014.284668
	Iteration 29Q: 3 clusters Score -2199606 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2199668.000000 Penalty: 5014.284668
	Iteration 30Q: 3 clusters Score -2199668 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2199740.250000 Penalty: 5014.284668
	Iteration 31Q: 3 clusters Score -2199740 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2199802.000000 Penalty: 5014.284668
	Iteration 32Q: 3 clusters Score -2199802 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2199864.500000 Penalty: 5014.284668
	Iteration 33Q: 3 clusters Score -2199864 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2199958.000000 Penalty: 5014.284668
	Iteration 34Q: 3 clusters Score -2199958 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2200050.500000 Penalty: 5014.284668
	Iteration 35Q: 3 clusters Score -2200050 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2200152.500000 Penalty: 5014.284668
	Iteration 36Q: 3 clusters Score -2200152 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2200252.500000 Penalty: 5014.284668
	Iteration 37Q: 3 clusters Score -2200252 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2200344.500000 Penalty: 5014.284668
	Iteration 38Q: 3 clusters Score -2200344 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2200434.250000 Penalty: 5014.284668
	Iteration 39Q: 3 clusters Score -2200434 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2200529.250000 Penalty: 5014.284668
	Iteration 40F: 3 clusters Score -2200529 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2200619.250000 Penalty: 5014.284668
	Iteration 41Q: 3 clusters Score -2200619 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2200715.500000 Penalty: 5014.284668
	Iteration 42Q: 3 clusters Score -2200716 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2200800.000000 Penalty: 5014.284668
	Iteration 43Q: 3 clusters Score -2200800 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2200878.500000 Penalty: 5014.284668
	Iteration 44Q: 3 clusters Score -2200878 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2200956.000000 Penalty: 5014.284668
	Iteration 45Q: 3 clusters Score -2200956 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2201031.000000 Penalty: 5014.284668
	Iteration 46Q: 3 clusters Score -2201031 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2201098.250000 Penalty: 5014.284668
	Iteration 47Q: 3 clusters Score -2201098 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2201167.750000 Penalty: 5014.284668
	Iteration 48Q: 3 clusters Score -2201168 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2201230.500000 Penalty: 5014.284668
	Iteration 49Q: 3 clusters Score -2201230 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2201302.250000 Penalty: 5014.284668
	Iteration 50Q: 3 clusters Score -2201302 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2201395.250000 Penalty: 5014.284668
	Iteration 51Q: 3 clusters Score -2201395 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2201478.750000 Penalty: 5014.284668
	Iteration 52Q: 3 clusters Score -2201479 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2201547.750000 Penalty: 5014.284668
	Iteration 53Q: 3 clusters Score -2201548 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2201596.500000 Penalty: 5014.284668
	Iteration 54Q: 3 clusters Score -2201596 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2201637.500000 Penalty: 5014.284668
	Iteration 55Q: 3 clusters Score -2201638 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2201686.000000 Penalty: 5014.284668
	Iteration 56Q: 3 clusters Score -2201686 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2201727.250000 Penalty: 5014.284668
	Iteration 57Q: 3 clusters Score -2201727 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2201758.000000 Penalty: 5014.284668
	Iteration 58Q: 3 clusters Score -2201758 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2201791.000000 Penalty: 5014.284668
	Iteration 59Q: 3 clusters Score -2201791 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2201817.000000 Penalty: 5014.284668
	Iteration 60F: 3 clusters Score -2201817 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2201844.000000 Penalty: 5014.284668
	Iteration 61Q: 3 clusters Score -2201844 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2201869.500000 Penalty: 5014.284668
	Iteration 62Q: 3 clusters Score -2201870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2201883.500000 Penalty: 5014.284668
	Iteration 63Q: 3 clusters Score -2201884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2201896.000000 Penalty: 5014.284668
	Iteration 64Q: 3 clusters Score -2201896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2201907.250000 Penalty: 5014.284668
	Iteration 65Q: 3 clusters Score -2201907 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2201916.250000 Penalty: 5014.284668
	Iteration 66Q: 3 clusters Score -2201916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2201930.500000 Penalty: 5014.284668
	Iteration 67Q: 3 clusters Score -2201930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2201938.500000 Penalty: 5014.284668
	Iteration 68Q: 3 clusters Score -2201938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2201947.500000 Penalty: 5014.284668
	Iteration 69Q: 3 clusters Score -2201948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2201958.500000 Penalty: 5014.284668
	Iteration 70Q: 3 clusters Score -2201958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2201969.000000 Penalty: 5014.284668
	Iteration 71Q: 3 clusters Score -2201969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2201974.250000 Penalty: 5014.284668
	Iteration 72Q: 3 clusters Score -2201974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2201977.750000 Penalty: 5014.284668
	Iteration 73Q: 3 clusters Score -2201978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2201979.500000 Penalty: 5014.284668
	Iteration 74Q: 3 clusters Score -2201980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2201990.500000 Penalty: 5014.284668
	Iteration 75Q: 3 clusters Score -2201990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2202000.500000 Penalty: 5014.284668
	Iteration 76Q: 3 clusters Score -2202000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2202008.250000 Penalty: 5014.284668
	Iteration 77Q: 3 clusters Score -2202008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2202024.750000 Penalty: 5014.284668
	Iteration 78Q: 3 clusters Score -2202025 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2202030.000000 Penalty: 5014.284668
	Iteration 79Q: 3 clusters Score -2202030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2202047.000000 Penalty: 5014.284668
	Iteration 80F: 3 clusters Score -2202047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2202058.500000 Penalty: 5014.284668
	Iteration 81Q: 3 clusters Score -2202058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2202063.500000 Penalty: 5014.284668
	Iteration 82Q: 3 clusters Score -2202064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2202083.500000 Penalty: 5014.284668
	Iteration 83Q: 3 clusters Score -2202084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2202091.250000 Penalty: 5014.284668
	Iteration 84Q: 3 clusters Score -2202091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2202109.000000 Penalty: 5014.284668
	Iteration 85Q: 3 clusters Score -2202109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2202121.250000 Penalty: 5014.284668
	Iteration 86Q: 3 clusters Score -2202121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2202122.500000 Penalty: 5014.284668
	Iteration 87Q: 3 clusters Score -2202122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2202125.250000 Penalty: 5014.284668
	Iteration 88Q: 3 clusters Score -2202125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2202133.750000 Penalty: 5014.284668
	Iteration 89Q: 3 clusters Score -2202134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2202147.750000 Penalty: 5014.284668
	Iteration 90Q: 3 clusters Score -2202148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2202156.500000 Penalty: 5014.284668
	Iteration 91Q: 3 clusters Score -2202156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2202170.000000 Penalty: 5014.284668
	Iteration 92Q: 3 clusters Score -2202170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2202174.750000 Penalty: 5014.284668
	Iteration 93Q: 3 clusters Score -2202175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2202194.750000 Penalty: 5014.284668
	Iteration 94Q: 3 clusters Score -2202195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2202198.250000 Penalty: 5014.284668
	Iteration 95Q: 3 clusters Score -2202198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2202212.500000 Penalty: 5014.284668
	Iteration 96Q: 3 clusters Score -2202212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2202219.500000 Penalty: 5014.284668
	Iteration 97Q: 3 clusters Score -2202220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2202225.750000 Penalty: 5014.284668
	Iteration 98Q: 3 clusters Score -2202226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2202229.250000 Penalty: 5014.284668
	Iteration 99Q: 3 clusters Score -2202229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2202229.250000 Penalty: 5014.284668
	Iteration 100F: 3 clusters Score -2202229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2202234.000000 Penalty: 5014.284668
	Iteration 101Q: 3 clusters Score -2202234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2202236.250000 Penalty: 5014.284668
	Iteration 102Q: 3 clusters Score -2202236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2202238.000000 Penalty: 5014.284668
	Iteration 103Q: 3 clusters Score -2202238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2202236.500000 Penalty: 5014.284668
	Iteration 104Q: 3 clusters Score -2202236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2202236.750000 Penalty: 5014.284668
	Iteration 105Q: 3 clusters Score -2202237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2202237.250000 Penalty: 5014.284668
	Iteration 106Q: 3 clusters Score -2202237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2202235.500000 Penalty: 5014.284668
	Iteration 107Q: 3 clusters Score -2202236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2202235.500000 Penalty: 5014.284668
	Iteration 108F: 3 clusters Score -2202236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Entering Unmasked Estep 
Score: -703249.062500 Penalty: 2215.221436
	Iteration 0F: 2 clusters Score -703249.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -697172.750000 Penalty: 4430.442871
	Iteration 0F: 3 clusters Score -697172.8 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -698737.500000 Penalty: 4430.442871
	Iteration 1F: 3 clusters Score -698737.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -698998.812500 Penalty: 4430.442871
	Iteration 2F: 3 clusters Score -698998.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -699188.562500 Penalty: 4430.442871
	Iteration 3F: 3 clusters Score -699188.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -699320.312500 Penalty: 4430.442871
	Iteration 4Q: 3 clusters Score -699320.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -699426.375000 Penalty: 4430.442871
	Iteration 5Q: 3 clusters Score -699426.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -699522.062500 Penalty: 4430.442871
	Iteration 6Q: 3 clusters Score -699522.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -699614.937500 Penalty: 4430.442871
	Iteration 7Q: 3 clusters Score -699614.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -699692.937500 Penalty: 4430.442871
	Iteration 8Q: 3 clusters Score -699692.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -699764.000000 Penalty: 4430.442871
	Iteration 9Q: 3 clusters Score -699764 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -699838.125000 Penalty: 4430.442871
	Iteration 10Q: 3 clusters Score -699838.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -699917.250000 Penalty: 4430.442871
	Iteration 11Q: 3 clusters Score -699917.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -700041.500000 Penalty: 4430.442871
	Iteration 12Q: 3 clusters Score -700041.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -700187.375000 Penalty: 4430.442871
	Iteration 13Q: 3 clusters Score -700187.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -700365.375000 Penalty: 4430.442871
	Iteration 14Q: 3 clusters Score -700365.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -700563.375000 Penalty: 4430.442871
	Iteration 15Q: 3 clusters Score -700563.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -700762.250000 Penalty: 4430.442871
	Iteration 16Q: 3 clusters Score -700762.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -700947.625000 Penalty: 4430.442871
	Iteration 17Q: 3 clusters Score -700947.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -701111.375000 Penalty: 4430.442871
	Iteration 18Q: 3 clusters Score -701111.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -701264.062500 Penalty: 4430.442871
	Iteration 19Q: 3 clusters Score -701264.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -701395.750000 Penalty: 4430.442871
	Iteration 20F: 3 clusters Score -701395.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -701483.875000 Penalty: 4430.442871
	Iteration 21Q: 3 clusters Score -701483.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -701563.250000 Penalty: 4430.442871
	Iteration 22Q: 3 clusters Score -701563.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -701620.687500 Penalty: 4430.442871
	Iteration 23Q: 3 clusters Score -701620.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -701662.937500 Penalty: 4430.442871
	Iteration 24Q: 3 clusters Score -701662.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -701696.750000 Penalty: 4430.442871
	Iteration 25Q: 3 clusters Score -701696.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -701717.062500 Penalty: 4430.442871
	Iteration 26Q: 3 clusters Score -701717.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -701729.375000 Penalty: 4430.442871
	Iteration 27Q: 3 clusters Score -701729.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -701738.562500 Penalty: 4430.442871
	Iteration 28Q: 3 clusters Score -701738.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -701745.750000 Penalty: 4430.442871
	Iteration 29Q: 3 clusters Score -701745.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -701752.437500 Penalty: 4430.442871
	Iteration 30Q: 3 clusters Score -701752.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -701761.687500 Penalty: 4430.442871
	Iteration 31Q: 3 clusters Score -701761.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -701767.812500 Penalty: 4430.442871
	Iteration 32Q: 3 clusters Score -701767.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -701774.125000 Penalty: 4430.442871
	Iteration 33Q: 3 clusters Score -701774.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -701778.312500 Penalty: 4430.442871
	Iteration 34Q: 3 clusters Score -701778.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -701781.625000 Penalty: 4430.442871
	Iteration 35Q: 3 clusters Score -701781.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -701782.125000 Penalty: 4430.442871
	Iteration 36Q: 3 clusters Score -701782.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -701785.437500 Penalty: 4430.442871
	Iteration 37Q: 3 clusters Score -701785.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -701785.937500 Penalty: 4430.442871
	Iteration 38Q: 3 clusters Score -701785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -701786.062500 Penalty: 4430.442871
	Iteration 39Q: 3 clusters Score -701786.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -701787.062500 Penalty: 4430.442871
	Iteration 40F: 3 clusters Score -701787.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -701787.750000 Penalty: 4430.442871
	Iteration 41Q: 3 clusters Score -701787.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -701787.125000 Penalty: 4430.442871
	Iteration 42Q: 3 clusters Score -701787.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -701790.375000 Penalty: 4430.442871
	Iteration 43Q: 3 clusters Score -701790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -701790.062500 Penalty: 4430.442871
	Iteration 44Q: 3 clusters Score -701790.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -701792.312500 Penalty: 4430.442871
	Iteration 45Q: 3 clusters Score -701792.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -701793.125000 Penalty: 4430.442871
	Iteration 46Q: 3 clusters Score -701793.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -701794.000000 Penalty: 4430.442871
	Iteration 47Q: 3 clusters Score -701794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -701796.062500 Penalty: 4430.442871
	Iteration 48Q: 3 clusters Score -701796.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -701797.125000 Penalty: 4430.442871
	Iteration 49Q: 3 clusters Score -701797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -701797.000000 Penalty: 4430.442871
	Iteration 50Q: 3 clusters Score -701797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -701797.000000 Penalty: 4430.442871
	Iteration 51F: 3 clusters Score -701797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (223712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223712 members 
Entering Unmasked Estep 
Score: -22000632.000000 Penalty: 3054.892578
	Iteration 0F: 2 clusters Score -2.200063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111987 members 
Mstep: Class 2 contains 111725 members 
Entering Unmasked Estep 
Score: -21852254.000000 Penalty: 6109.785156
	Iteration 0F: 3 clusters Score -2.185225e+07 nChanged 108049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113444 members 
Mstep: Class 2 contains 110268 members 
Entering Unmasked Estep 
Score: -21915062.000000 Penalty: 6109.785156
	Iteration 1F: 3 clusters Score -2.191506e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114081 members 
Mstep: Class 2 contains 109631 members 
Entering Unmasked Estep 
Score: -21915988.000000 Penalty: 6109.785156
	Iteration 2Q: 3 clusters Score -2.191599e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115136 members 
Mstep: Class 2 contains 108576 members 
Entering Unmasked Estep 
Score: -21917154.000000 Penalty: 6109.785156
	Iteration 3Q: 3 clusters Score -2.191715e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116951 members 
Mstep: Class 2 contains 106761 members 
Entering Unmasked Estep 
Score: -21918564.000000 Penalty: 6109.785156
	Iteration 4Q: 3 clusters Score -2.191856e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119739 members 
Mstep: Class 2 contains 103973 members 
Entering Unmasked Estep 
Score: -21920476.000000 Penalty: 6109.785156
	Iteration 5Q: 3 clusters Score -2.192048e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123919 members 
Mstep: Class 2 contains 99793 members 
Entering Unmasked Estep 
Score: -21923076.000000 Penalty: 6109.785156
	Iteration 6Q: 3 clusters Score -2.192308e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129932 members 
Mstep: Class 2 contains 93780 members 
Entering Unmasked Estep 
Score: -21927022.000000 Penalty: 6109.785156
	Iteration 7Q: 3 clusters Score -2.192702e+07 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138522 members 
Mstep: Class 2 contains 85190 members 
Entering Unmasked Estep 
Score: -21932736.000000 Penalty: 6109.785156
	Iteration 8Q: 3 clusters Score -2.193274e+07 nChanged 12607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149881 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -21941152.000000 Penalty: 6109.785156
	Iteration 9F: 3 clusters Score -2.194115e+07 nChanged 14053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163266 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -21951266.000000 Penalty: 6109.785156
	Iteration 10F: 3 clusters Score -2.195127e+07 nChanged 14495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177401 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -21962246.000000 Penalty: 6109.785156
	Iteration 11F: 3 clusters Score -2.196225e+07 nChanged 13328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190605 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -21972634.000000 Penalty: 6109.785156
	Iteration 12F: 3 clusters Score -2.197263e+07 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201684 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -21981368.000000 Penalty: 6109.785156
	Iteration 13Q: 3 clusters Score -2.198137e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210163 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -21988010.000000 Penalty: 6109.785156
	Iteration 14Q: 3 clusters Score -2.198801e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216078 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -21992690.000000 Penalty: 6109.785156
	Iteration 15Q: 3 clusters Score -2.199269e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219544 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -21995348.000000 Penalty: 6109.785156
	Iteration 16Q: 3 clusters Score -2.199535e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221259 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -21996678.000000 Penalty: 6109.785156
	Iteration 17Q: 3 clusters Score -2.199668e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222078 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -21997382.000000 Penalty: 6109.785156
	Iteration 18Q: 3 clusters Score -2.199738e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222434 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -21997752.000000 Penalty: 6109.785156
	Iteration 19Q: 3 clusters Score -2.199775e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222615 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -21997914.000000 Penalty: 6109.785156
	Iteration 20F: 3 clusters Score -2.199791e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222698 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -21997994.000000 Penalty: 6109.785156
	Iteration 21Q: 3 clusters Score -2.199799e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222770 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -21998066.000000 Penalty: 6109.785156
	Iteration 22Q: 3 clusters Score -2.199807e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222808 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -21998122.000000 Penalty: 6109.785156
	Iteration 23Q: 3 clusters Score -2.199812e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222833 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -21998158.000000 Penalty: 6109.785156
	Iteration 24Q: 3 clusters Score -2.199816e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222850 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -21998170.000000 Penalty: 6109.785156
	Iteration 25Q: 3 clusters Score -2.199817e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222859 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -21998182.000000 Penalty: 6109.785156
	Iteration 26Q: 3 clusters Score -2.199818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222870 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -21998184.000000 Penalty: 6109.785156
	Iteration 27Q: 3 clusters Score -2.199818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222882 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -21998188.000000 Penalty: 6109.785156
	Iteration 28Q: 3 clusters Score -2.199819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222890 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -21998182.000000 Penalty: 6109.785156
	Iteration 29Q: 3 clusters Score -2.199818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222901 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -21998196.000000 Penalty: 6109.785156
	Iteration 30Q: 3 clusters Score -2.19982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222911 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -21998184.000000 Penalty: 6109.785156
	Iteration 31Q: 3 clusters Score -2.199818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222916 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -21998190.000000 Penalty: 6109.785156
	Iteration 32Q: 3 clusters Score -2.199819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222918 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -21998184.000000 Penalty: 6109.785156
	Iteration 33Q: 3 clusters Score -2.199818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222921 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -21998198.000000 Penalty: 6109.785156
	Iteration 34Q: 3 clusters Score -2.19982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222925 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -21998198.000000 Penalty: 6109.785156
	Iteration 35Q: 3 clusters Score -2.19982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222931 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -21998188.000000 Penalty: 6109.785156
	Iteration 36Q: 3 clusters Score -2.199819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222933 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -21998190.000000 Penalty: 6109.785156
	Iteration 37Q: 3 clusters Score -2.199819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222933 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -21998190.000000 Penalty: 6109.785156
	Iteration 38Q: 3 clusters Score -2.199819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222934 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -21998190.000000 Penalty: 6109.785156
	Iteration 39Q: 3 clusters Score -2.199819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222933 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -21998200.000000 Penalty: 6109.785156
	Iteration 40F: 3 clusters Score -2.19982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222932 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -21998190.000000 Penalty: 6109.785156
	Iteration 41Q: 3 clusters Score -2.199819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222931 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -21998192.000000 Penalty: 6109.785156
	Iteration 42Q: 3 clusters Score -2.199819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222932 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -21998192.000000 Penalty: 6109.785156
	Iteration 43Q: 3 clusters Score -2.199819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222933 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -21998192.000000 Penalty: 6109.785156
	Iteration 44Q: 3 clusters Score -2.199819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222934 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -21998214.000000 Penalty: 6109.785156
	Iteration 45Q: 3 clusters Score -2.199821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222934 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -21998214.000000 Penalty: 6109.785156
	Iteration 46F: 3 clusters Score -2.199821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (96820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Entering Unmasked Estep 
Score: -9334583.000000 Penalty: 2847.190918
	Iteration 0F: 2 clusters Score -9334583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -9269773.000000 Penalty: 5694.381836
	Iteration 0F: 3 clusters Score -9269773 nChanged 45740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -9295566.000000 Penalty: 5694.381836
	Iteration 1F: 3 clusters Score -9295566 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -9296395.000000 Penalty: 5694.381836
	Iteration 2Q: 3 clusters Score -9296395 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -9297265.000000 Penalty: 5694.381836
	Iteration 3Q: 3 clusters Score -9297265 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -9298298.000000 Penalty: 5694.381836
	Iteration 4Q: 3 clusters Score -9298298 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -9299640.000000 Penalty: 5694.381836
	Iteration 5Q: 3 clusters Score -9299640 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -9301373.000000 Penalty: 5694.381836
	Iteration 6Q: 3 clusters Score -9301373 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -9303544.000000 Penalty: 5694.381836
	Iteration 7Q: 3 clusters Score -9303544 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -9306011.000000 Penalty: 5694.381836
	Iteration 8F: 3 clusters Score -9306011 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -9308919.000000 Penalty: 5694.381836
	Iteration 9F: 3 clusters Score -9308919 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -9311969.000000 Penalty: 5694.381836
	Iteration 10F: 3 clusters Score -9311969 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -9314851.000000 Penalty: 5694.381836
	Iteration 11F: 3 clusters Score -9314851 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -9317341.000000 Penalty: 5694.381836
	Iteration 12Q: 3 clusters Score -9317341 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 52308 members 
Entering Unmasked Estep 
Score: -9319148.000000 Penalty: 5694.381836
	Iteration 13Q: 3 clusters Score -9319148 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9320327 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9320920 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9321262 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9321506 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9321629 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9321759 nChanged 687
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9321944 nChanged 585
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9321989 nChanged 550
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9322067 nChanged 491
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9322100 nChanged 439
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9322146 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9322165 nChanged 379
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Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9322184 nChanged 377
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Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9322224 nChanged 337
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Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9322276 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9322276 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9322294 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9322290 nChanged 294
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Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9322359 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9322391 nChanged 281
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Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9322439 nChanged 291
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Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9322434 nChanged 280
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Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9322506 nChanged 239
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Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9322518 nChanged 219
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Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48827 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49019 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9322643 nChanged 175
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9322638 nChanged 186
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Mstep: Class 1 contains 49551 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 50097 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 50315 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 50440 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9322731 nChanged 251
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9322790 nChanged 260
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9322779 nChanged 251
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9322903 nChanged 335
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9322988 nChanged 283
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9323045 nChanged 276
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9323044 nChanged 258
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9323072 nChanged 247
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9323087 nChanged 254
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9323109 nChanged 221
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9323155 nChanged 226
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9323182 nChanged 218
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9323211 nChanged 261
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9323243 nChanged 246
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9323230 nChanged 271
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9323314 nChanged 185
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	Iteration 94Q: 3 clusters Score -9323344 nChanged 130
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	Iteration 95Q: 3 clusters Score -9323343 nChanged 143
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9323425 nChanged 110
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9323420 nChanged 109
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	Iteration 102Q: 3 clusters Score -9323390 nChanged 91
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	Iteration 103Q: 3 clusters Score -9323406 nChanged 78
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Entering Unmasked Estep 
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Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -9323404.000000 Penalty: 5694.381836
	Iteration 106Q: 3 clusters Score -9323404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -9323417.000000 Penalty: 5694.381836
	Iteration 107Q: 3 clusters Score -9323417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -9323424.000000 Penalty: 5694.381836
	Iteration 108Q: 3 clusters Score -9323424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -9323436.000000 Penalty: 5694.381836
	Iteration 109Q: 3 clusters Score -9323436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -9323440.000000 Penalty: 5694.381836
	Iteration 110Q: 3 clusters Score -9323440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -9323438.000000 Penalty: 5694.381836
	Iteration 111Q: 3 clusters Score -9323438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -9323451.000000 Penalty: 5694.381836
	Iteration 112Q: 3 clusters Score -9323451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -9323463.000000 Penalty: 5694.381836
	Iteration 113Q: 3 clusters Score -9323463 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -9323478.000000 Penalty: 5694.381836
	Iteration 114Q: 3 clusters Score -9323478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -9323470.000000 Penalty: 5694.381836
	Iteration 115Q: 3 clusters Score -9323470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -9323475.000000 Penalty: 5694.381836
	Iteration 116Q: 3 clusters Score -9323475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -9323463.000000 Penalty: 5694.381836
	Iteration 117Q: 3 clusters Score -9323463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -9323465.000000 Penalty: 5694.381836
	Iteration 118Q: 3 clusters Score -9323465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -9323478.000000 Penalty: 5694.381836
	Iteration 119Q: 3 clusters Score -9323478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -9323478.000000 Penalty: 5694.381836
	Iteration 120F: 3 clusters Score -9323478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -9323482.000000 Penalty: 5694.381836
	Iteration 121Q: 3 clusters Score -9323482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -9323479.000000 Penalty: 5694.381836
	Iteration 122Q: 3 clusters Score -9323479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -9323479.000000 Penalty: 5694.381836
	Iteration 123Q: 3 clusters Score -9323479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -9323480.000000 Penalty: 5694.381836
	Iteration 124Q: 3 clusters Score -9323480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -9323484.000000 Penalty: 5694.381836
	Iteration 125Q: 3 clusters Score -9323484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -9323475.000000 Penalty: 5694.381836
	Iteration 126Q: 3 clusters Score -9323475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -9323473.000000 Penalty: 5694.381836
	Iteration 127Q: 3 clusters Score -9323473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -9323473.000000 Penalty: 5694.381836
	Iteration 128Q: 3 clusters Score -9323473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -9323466.000000 Penalty: 5694.381836
	Iteration 129Q: 3 clusters Score -9323466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -9323474.000000 Penalty: 5694.381836
	Iteration 130Q: 3 clusters Score -9323474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -9323470.000000 Penalty: 5694.381836
	Iteration 131Q: 3 clusters Score -9323470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -9323472.000000 Penalty: 5694.381836
	Iteration 132Q: 3 clusters Score -9323472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -9323470.000000 Penalty: 5694.381836
	Iteration 133Q: 3 clusters Score -9323470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -9323469.000000 Penalty: 5694.381836
	Iteration 134Q: 3 clusters Score -9323469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -9323469.000000 Penalty: 5694.381836
	Iteration 135Q: 3 clusters Score -9323469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -9323477.000000 Penalty: 5694.381836
	Iteration 136Q: 3 clusters Score -9323477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -9323471.000000 Penalty: 5694.381836
	Iteration 137Q: 3 clusters Score -9323471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -9323461.000000 Penalty: 5694.381836
	Iteration 138Q: 3 clusters Score -9323461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -9323472.000000 Penalty: 5694.381836
	Iteration 139Q: 3 clusters Score -9323472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -9323467.000000 Penalty: 5694.381836
	Iteration 140F: 3 clusters Score -9323467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -9323467.000000 Penalty: 5694.381836
	Iteration 141Q: 3 clusters Score -9323467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -9323473.000000 Penalty: 5694.381836
	Iteration 142Q: 3 clusters Score -9323473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -9323484.000000 Penalty: 5694.381836
	Iteration 143Q: 3 clusters Score -9323484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -9323482.000000 Penalty: 5694.381836
	Iteration 144Q: 3 clusters Score -9323482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -9323487.000000 Penalty: 5694.381836
	Iteration 145Q: 3 clusters Score -9323487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -9323489.000000 Penalty: 5694.381836
	Iteration 146Q: 3 clusters Score -9323489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -9323466.000000 Penalty: 5694.381836
	Iteration 147Q: 3 clusters Score -9323466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -9323477.000000 Penalty: 5694.381836
	Iteration 148Q: 3 clusters Score -9323477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -9323468.000000 Penalty: 5694.381836
	Iteration 149Q: 3 clusters Score -9323468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -9323469.000000 Penalty: 5694.381836
	Iteration 150Q: 3 clusters Score -9323469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -9323472.000000 Penalty: 5694.381836
	Iteration 151Q: 3 clusters Score -9323472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -9323475.000000 Penalty: 5694.381836
	Iteration 152Q: 3 clusters Score -9323475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -9323475.000000 Penalty: 5694.381836
	Iteration 153F: 3 clusters Score -9323475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (308304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308304 members 
Entering Unmasked Estep 
Score: -30193682.000000 Penalty: 3134.432617
	Iteration 0F: 2 clusters Score -3.019368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154630 members 
Mstep: Class 2 contains 153674 members 
Entering Unmasked Estep 
Score: -29997156.000000 Penalty: 6268.865234
	Iteration 0F: 3 clusters Score -2.999716e+07 nChanged 149305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165579 members 
Mstep: Class 2 contains 142725 members 
Entering Unmasked Estep 
Score: -30085378.000000 Penalty: 6268.865234
	Iteration 1F: 3 clusters Score -3.008538e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173524 members 
Mstep: Class 2 contains 134780 members 
Entering Unmasked Estep 
Score: -30088096.000000 Penalty: 6268.865234
	Iteration 2Q: 3 clusters Score -3.00881e+07 nChanged 13703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185923 members 
Mstep: Class 2 contains 122381 members 
Entering Unmasked Estep 
Score: -30093264.000000 Penalty: 6268.865234
	Iteration 3Q: 3 clusters Score -3.009326e+07 nChanged 19171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204248 members 
Mstep: Class 2 contains 104056 members 
Entering Unmasked Estep 
Score: -30102886.000000 Penalty: 6268.865234
	Iteration 4F: 3 clusters Score -3.010289e+07 nChanged 24567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228247 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -30118482.000000 Penalty: 6268.865234
	Iteration 5F: 3 clusters Score -3.011848e+07 nChanged 26988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254953 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -30139378.000000 Penalty: 6268.865234
	Iteration 6F: 3 clusters Score -3.013938e+07 nChanged 23834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278711 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -30161412.000000 Penalty: 6268.865234
	Iteration 7F: 3 clusters Score -3.016141e+07 nChanged 16181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294888 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -30177058.000000 Penalty: 6268.865234
	Iteration 8F: 3 clusters Score -3.017706e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303401 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -30185608.000000 Penalty: 6268.865234
	Iteration 9Q: 3 clusters Score -3.018561e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306756 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -30189178.000000 Penalty: 6268.865234
	Iteration 10Q: 3 clusters Score -3.018918e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307705 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -30190270.000000 Penalty: 6268.865234
	Iteration 11Q: 3 clusters Score -3.019027e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307934 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -30190578.000000 Penalty: 6268.865234
	Iteration 12Q: 3 clusters Score -3.019058e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307991 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -30190706.000000 Penalty: 6268.865234
	Iteration 13Q: 3 clusters Score -3.019071e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308007 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -30190782.000000 Penalty: 6268.865234
	Iteration 14Q: 3 clusters Score -3.019078e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308021 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30190814.000000 Penalty: 6268.865234
	Iteration 15Q: 3 clusters Score -3.019081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308029 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30190838.000000 Penalty: 6268.865234
	Iteration 16Q: 3 clusters Score -3.019084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308033 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30190828.000000 Penalty: 6268.865234
	Iteration 17Q: 3 clusters Score -3.019083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308034 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -30190844.000000 Penalty: 6268.865234
	Iteration 18Q: 3 clusters Score -3.019084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308037 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30190850.000000 Penalty: 6268.865234
	Iteration 19Q: 3 clusters Score -3.019085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308037 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30190850.000000 Penalty: 6268.865234
	Iteration 20F: 3 clusters Score -3.019085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308038 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30190838.000000 Penalty: 6268.865234
	Iteration 21Q: 3 clusters Score -3.019084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308038 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30190852.000000 Penalty: 6268.865234
	Iteration 22Q: 3 clusters Score -3.019085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308033 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30190870.000000 Penalty: 6268.865234
	Iteration 23Q: 3 clusters Score -3.019087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308035 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -30190862.000000 Penalty: 6268.865234
	Iteration 24Q: 3 clusters Score -3.019086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308036 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30190846.000000 Penalty: 6268.865234
	Iteration 25Q: 3 clusters Score -3.019085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308036 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30190846.000000 Penalty: 6268.865234
	Iteration 26F: 3 clusters Score -3.019085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Entering Unmasked Estep 
Score: -1311741.000000 Penalty: 2363.681396
	Iteration 0F: 2 clusters Score -1311741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1301697.000000 Penalty: 4727.362793
	Iteration 0F: 3 clusters Score -1301697 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1304766.625000 Penalty: 4727.362793
	Iteration 1F: 3 clusters Score -1304767 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1305074.750000 Penalty: 4727.362793
	Iteration 2F: 3 clusters Score -1305075 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1305299.625000 Penalty: 4727.362793
	Iteration 3Q: 3 clusters Score -1305300 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1305476.375000 Penalty: 4727.362793
	Iteration 4Q: 3 clusters Score -1305476 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1305638.875000 Penalty: 4727.362793
	Iteration 5Q: 3 clusters Score -1305639 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1305791.375000 Penalty: 4727.362793
	Iteration 6Q: 3 clusters Score -1305791 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1305935.125000 Penalty: 4727.362793
	Iteration 7Q: 3 clusters Score -1305935 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1306078.375000 Penalty: 4727.362793
	Iteration 8Q: 3 clusters Score -1306078 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1306216.500000 Penalty: 4727.362793
	Iteration 9Q: 3 clusters Score -1306216 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1306352.750000 Penalty: 4727.362793
	Iteration 10Q: 3 clusters Score -1306353 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1306528.875000 Penalty: 4727.362793
	Iteration 11Q: 3 clusters Score -1306529 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1306753.750000 Penalty: 4727.362793
	Iteration 12Q: 3 clusters Score -1306754 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1307019.000000 Penalty: 4727.362793
	Iteration 13Q: 3 clusters Score -1307019 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1307346.625000 Penalty: 4727.362793
	Iteration 14Q: 3 clusters Score -1307347 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1307735.125000 Penalty: 4727.362793
	Iteration 15Q: 3 clusters Score -1307735 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1308125.875000 Penalty: 4727.362793
	Iteration 16Q: 3 clusters Score -1308126 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1308460.125000 Penalty: 4727.362793
	Iteration 17Q: 3 clusters Score -1308460 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1308736.125000 Penalty: 4727.362793
	Iteration 18Q: 3 clusters Score -1308736 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1308964.875000 Penalty: 4727.362793
	Iteration 19Q: 3 clusters Score -1308965 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1309147.125000 Penalty: 4727.362793
	Iteration 20F: 3 clusters Score -1309147 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1309292.125000 Penalty: 4727.362793
	Iteration 21Q: 3 clusters Score -1309292 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1309396.375000 Penalty: 4727.362793
	Iteration 22Q: 3 clusters Score -1309396 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1309457.250000 Penalty: 4727.362793
	Iteration 23Q: 3 clusters Score -1309457 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1309501.000000 Penalty: 4727.362793
	Iteration 24Q: 3 clusters Score -1309501 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1309531.875000 Penalty: 4727.362793
	Iteration 25Q: 3 clusters Score -1309532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1309559.000000 Penalty: 4727.362793
	Iteration 26Q: 3 clusters Score -1309559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1309574.250000 Penalty: 4727.362793
	Iteration 27Q: 3 clusters Score -1309574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1309582.500000 Penalty: 4727.362793
	Iteration 28Q: 3 clusters Score -1309582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1309598.250000 Penalty: 4727.362793
	Iteration 29Q: 3 clusters Score -1309598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1309617.250000 Penalty: 4727.362793
	Iteration 30Q: 3 clusters Score -1309617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1309628.000000 Penalty: 4727.362793
	Iteration 31Q: 3 clusters Score -1309628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1309645.375000 Penalty: 4727.362793
	Iteration 32Q: 3 clusters Score -1309645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1309651.500000 Penalty: 4727.362793
	Iteration 33Q: 3 clusters Score -1309652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1309664.125000 Penalty: 4727.362793
	Iteration 34Q: 3 clusters Score -1309664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1309674.125000 Penalty: 4727.362793
	Iteration 35Q: 3 clusters Score -1309674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1309677.500000 Penalty: 4727.362793
	Iteration 36Q: 3 clusters Score -1309678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1309682.375000 Penalty: 4727.362793
	Iteration 37Q: 3 clusters Score -1309682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1309690.375000 Penalty: 4727.362793
	Iteration 38Q: 3 clusters Score -1309690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1309695.500000 Penalty: 4727.362793
	Iteration 39Q: 3 clusters Score -1309696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1309699.750000 Penalty: 4727.362793
	Iteration 40F: 3 clusters Score -1309700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1309705.125000 Penalty: 4727.362793
	Iteration 41Q: 3 clusters Score -1309705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1309707.375000 Penalty: 4727.362793
	Iteration 42Q: 3 clusters Score -1309707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1309708.875000 Penalty: 4727.362793
	Iteration 43Q: 3 clusters Score -1309709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1309708.875000 Penalty: 4727.362793
	Iteration 44F: 3 clusters Score -1309709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (219965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219965 members 
Entering Unmasked Estep 
Score: -21528398.000000 Penalty: 3050.703613
	Iteration 0F: 2 clusters Score -2.15284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109600 members 
Mstep: Class 2 contains 110365 members 
Entering Unmasked Estep 
Score: -21383536.000000 Penalty: 6101.407227
	Iteration 0F: 3 clusters Score -2.138354e+07 nChanged 105814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99772 members 
Mstep: Class 2 contains 120193 members 
Entering Unmasked Estep 
Score: -21446344.000000 Penalty: 6101.407227
	Iteration 1F: 3 clusters Score -2.144634e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93381 members 
Mstep: Class 2 contains 126584 members 
Entering Unmasked Estep 
Score: -21449346.000000 Penalty: 6101.407227
	Iteration 2Q: 3 clusters Score -2.144935e+07 nChanged 11409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83568 members 
Mstep: Class 2 contains 136397 members 
Entering Unmasked Estep 
Score: -21454448.000000 Penalty: 6101.407227
	Iteration 3F: 3 clusters Score -2.145445e+07 nChanged 15383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69511 members 
Mstep: Class 2 contains 150454 members 
Entering Unmasked Estep 
Score: -21464430.000000 Penalty: 6101.407227
	Iteration 4F: 3 clusters Score -2.146443e+07 nChanged 18595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 167873 members 
Entering Unmasked Estep 
Score: -21479660.000000 Penalty: 6101.407227
	Iteration 5F: 3 clusters Score -2.147966e+07 nChanged 18840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 185941 members 
Entering Unmasked Estep 
Score: -21496470.000000 Penalty: 6101.407227
	Iteration 6F: 3 clusters Score -2.149647e+07 nChanged 14976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 200631 members 
Entering Unmasked Estep 
Score: -21509480.000000 Penalty: 6101.407227
	Iteration 7F: 3 clusters Score -2.150948e+07 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 210127 members 
Entering Unmasked Estep 
Score: -21517598.000000 Penalty: 6101.407227
	Iteration 8Q: 3 clusters Score -2.15176e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 215358 members 
Entering Unmasked Estep 
Score: -21522036.000000 Penalty: 6101.407227
	Iteration 9Q: 3 clusters Score -2.152204e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 217864 members 
Entering Unmasked Estep 
Score: -21524138.000000 Penalty: 6101.407227
	Iteration 10Q: 3 clusters Score -2.152414e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 218847 members 
Entering Unmasked Estep 
Score: -21524986.000000 Penalty: 6101.407227
	Iteration 11Q: 3 clusters Score -2.152499e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 219215 members 
Entering Unmasked Estep 
Score: -21525282.000000 Penalty: 6101.407227
	Iteration 12Q: 3 clusters Score -2.152528e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 219361 members 
Entering Unmasked Estep 
Score: -21525462.000000 Penalty: 6101.407227
	Iteration 13Q: 3 clusters Score -2.152546e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 219435 members 
Entering Unmasked Estep 
Score: -21525596.000000 Penalty: 6101.407227
	Iteration 14Q: 3 clusters Score -2.15256e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 219487 members 
Entering Unmasked Estep 
Score: -21525626.000000 Penalty: 6101.407227
	Iteration 15Q: 3 clusters Score -2.152563e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 219516 members 
Entering Unmasked Estep 
Score: -21525660.000000 Penalty: 6101.407227
	Iteration 16Q: 3 clusters Score -2.152566e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 219528 members 
Entering Unmasked Estep 
Score: -21525694.000000 Penalty: 6101.407227
	Iteration 17Q: 3 clusters Score -2.152569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 219545 members 
Entering Unmasked Estep 
Score: -21525698.000000 Penalty: 6101.407227
	Iteration 18Q: 3 clusters Score -2.15257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 219551 members 
Entering Unmasked Estep 
Score: -21525726.000000 Penalty: 6101.407227
	Iteration 19Q: 3 clusters Score -2.152573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 219555 members 
Entering Unmasked Estep 
Score: -21525726.000000 Penalty: 6101.407227
	Iteration 20F: 3 clusters Score -2.152573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 219555 members 
Entering Unmasked Estep 
Score: -21525734.000000 Penalty: 6101.407227
	Iteration 21Q: 3 clusters Score -2.152573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 219556 members 
Entering Unmasked Estep 
Score: -21525740.000000 Penalty: 6101.407227
	Iteration 22Q: 3 clusters Score -2.152574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 219554 members 
Entering Unmasked Estep 
Score: -21525748.000000 Penalty: 6101.407227
	Iteration 23Q: 3 clusters Score -2.152575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 219554 members 
Entering Unmasked Estep 
Score: -21525752.000000 Penalty: 6101.407227
	Iteration 24Q: 3 clusters Score -2.152575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 219553 members 
Entering Unmasked Estep 
Score: -21525760.000000 Penalty: 6101.407227
	Iteration 25Q: 3 clusters Score -2.152576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 219554 members 
Entering Unmasked Estep 
Score: -21525764.000000 Penalty: 6101.407227
	Iteration 26Q: 3 clusters Score -2.152576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 219554 members 
Entering Unmasked Estep 
Score: -21525756.000000 Penalty: 6101.407227
	Iteration 27Q: 3 clusters Score -2.152576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 219553 members 
Entering Unmasked Estep 
Score: -21525762.000000 Penalty: 6101.407227
	Iteration 28Q: 3 clusters Score -2.152576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 219554 members 
Entering Unmasked Estep 
Score: -21525788.000000 Penalty: 6101.407227
	Iteration 29Q: 3 clusters Score -2.152579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 219557 members 
Entering Unmasked Estep 
Score: -21525782.000000 Penalty: 6101.407227
	Iteration 30Q: 3 clusters Score -2.152578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 219558 members 
Entering Unmasked Estep 
Score: -21525790.000000 Penalty: 6101.407227
	Iteration 31Q: 3 clusters Score -2.152579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 219559 members 
Entering Unmasked Estep 
Score: -21525792.000000 Penalty: 6101.407227
	Iteration 32Q: 3 clusters Score -2.152579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 219560 members 
Entering Unmasked Estep 
Score: -21525796.000000 Penalty: 6101.407227
	Iteration 33Q: 3 clusters Score -2.15258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 219560 members 
Entering Unmasked Estep 
Score: -21525784.000000 Penalty: 6101.407227
	Iteration 34Q: 3 clusters Score -2.152578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 219560 members 
Entering Unmasked Estep 
Score: -21525784.000000 Penalty: 6101.407227
	Iteration 35F: 3 clusters Score -2.152578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (226621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226621 members 
Entering Unmasked Estep 
Score: -22320866.000000 Penalty: 3058.096680
	Iteration 0F: 2 clusters Score -2.232087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113182 members 
Mstep: Class 2 contains 113439 members 
Entering Unmasked Estep 
Score: -22169098.000000 Penalty: 6116.193359
	Iteration 0F: 3 clusters Score -2.21691e+07 nChanged 109013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110973 members 
Mstep: Class 2 contains 115648 members 
Entering Unmasked Estep 
Score: -22232388.000000 Penalty: 6116.193359
	Iteration 1F: 3 clusters Score -2.223239e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109466 members 
Mstep: Class 2 contains 117155 members 
Entering Unmasked Estep 
Score: -22233410.000000 Penalty: 6116.193359
	Iteration 2Q: 3 clusters Score -2.223341e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107018 members 
Mstep: Class 2 contains 119603 members 
Entering Unmasked Estep 
Score: -22234782.000000 Penalty: 6116.193359
	Iteration 3Q: 3 clusters Score -2.223478e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103274 members 
Mstep: Class 2 contains 123347 members 
Entering Unmasked Estep 
Score: -22236626.000000 Penalty: 6116.193359
	Iteration 4Q: 3 clusters Score -2.223663e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97468 members 
Mstep: Class 2 contains 129153 members 
Entering Unmasked Estep 
Score: -22239568.000000 Penalty: 6116.193359
	Iteration 5Q: 3 clusters Score -2.223957e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88854 members 
Mstep: Class 2 contains 137767 members 
Entering Unmasked Estep 
Score: -22244536.000000 Penalty: 6116.193359
	Iteration 6Q: 3 clusters Score -2.224454e+07 nChanged 13185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76835 members 
Mstep: Class 2 contains 149786 members 
Entering Unmasked Estep 
Score: -22252108.000000 Penalty: 6116.193359
	Iteration 7F: 3 clusters Score -2.225211e+07 nChanged 16355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 165563 members 
Entering Unmasked Estep 
Score: -22264260.000000 Penalty: 6116.193359
	Iteration 8F: 3 clusters Score -2.226426e+07 nChanged 18001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 183226 members 
Entering Unmasked Estep 
Score: -22279576.000000 Penalty: 6116.193359
	Iteration 9F: 3 clusters Score -2.227958e+07 nChanged 16399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 199497 members 
Entering Unmasked Estep 
Score: -22294288.000000 Penalty: 6116.193359
	Iteration 10F: 3 clusters Score -2.229429e+07 nChanged 12157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 211600 members 
Entering Unmasked Estep 
Score: -22305790.000000 Penalty: 6116.193359
	Iteration 11F: 3 clusters Score -2.230579e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 219126 members 
Entering Unmasked Estep 
Score: -22312410.000000 Penalty: 6116.193359
	Iteration 12Q: 3 clusters Score -2.231241e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 223035 members 
Entering Unmasked Estep 
Score: -22315752.000000 Penalty: 6116.193359
	Iteration 13Q: 3 clusters Score -2.231575e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 224768 members 
Entering Unmasked Estep 
Score: -22317112.000000 Penalty: 6116.193359
	Iteration 14Q: 3 clusters Score -2.231711e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 225478 members 
Entering Unmasked Estep 
Score: -22317646.000000 Penalty: 6116.193359
	Iteration 15Q: 3 clusters Score -2.231765e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 225753 members 
Entering Unmasked Estep 
Score: -22317852.000000 Penalty: 6116.193359
	Iteration 16Q: 3 clusters Score -2.231785e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 225880 members 
Entering Unmasked Estep 
Score: -22318008.000000 Penalty: 6116.193359
	Iteration 17Q: 3 clusters Score -2.231801e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 225947 members 
Entering Unmasked Estep 
Score: -22318070.000000 Penalty: 6116.193359
	Iteration 18Q: 3 clusters Score -2.231807e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 225988 members 
Entering Unmasked Estep 
Score: -22318104.000000 Penalty: 6116.193359
	Iteration 19Q: 3 clusters Score -2.23181e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 226008 members 
Entering Unmasked Estep 
Score: -22318152.000000 Penalty: 6116.193359
	Iteration 20F: 3 clusters Score -2.231815e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 226030 members 
Entering Unmasked Estep 
Score: -22318198.000000 Penalty: 6116.193359
	Iteration 21Q: 3 clusters Score -2.23182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 226038 members 
Entering Unmasked Estep 
Score: -22318212.000000 Penalty: 6116.193359
	Iteration 22Q: 3 clusters Score -2.231821e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 226040 members 
Entering Unmasked Estep 
Score: -22318216.000000 Penalty: 6116.193359
	Iteration 23Q: 3 clusters Score -2.231822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 226042 members 
Entering Unmasked Estep 
Score: -22318226.000000 Penalty: 6116.193359
	Iteration 24Q: 3 clusters Score -2.231823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 226050 members 
Entering Unmasked Estep 
Score: -22318242.000000 Penalty: 6116.193359
	Iteration 25Q: 3 clusters Score -2.231824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 226054 members 
Entering Unmasked Estep 
Score: -22318234.000000 Penalty: 6116.193359
	Iteration 26Q: 3 clusters Score -2.231823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 226055 members 
Entering Unmasked Estep 
Score: -22318240.000000 Penalty: 6116.193359
	Iteration 27Q: 3 clusters Score -2.231824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 226058 members 
Entering Unmasked Estep 
Score: -22318248.000000 Penalty: 6116.193359
	Iteration 28Q: 3 clusters Score -2.231825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 226060 members 
Entering Unmasked Estep 
Score: -22318240.000000 Penalty: 6116.193359
	Iteration 29Q: 3 clusters Score -2.231824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 226060 members 
Entering Unmasked Estep 
Score: -22318242.000000 Penalty: 6116.193359
	Iteration 30Q: 3 clusters Score -2.231824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 226066 members 
Entering Unmasked Estep 
Score: -22318254.000000 Penalty: 6116.193359
	Iteration 31Q: 3 clusters Score -2.231825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 226071 members 
Entering Unmasked Estep 
Score: -22318246.000000 Penalty: 6116.193359
	Iteration 32Q: 3 clusters Score -2.231825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 226080 members 
Entering Unmasked Estep 
Score: -22318252.000000 Penalty: 6116.193359
	Iteration 33Q: 3 clusters Score -2.231825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 226084 members 
Entering Unmasked Estep 
Score: -22318254.000000 Penalty: 6116.193359
	Iteration 34Q: 3 clusters Score -2.231825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 226084 members 
Entering Unmasked Estep 
Score: -22318258.000000 Penalty: 6116.193359
	Iteration 35Q: 3 clusters Score -2.231826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 226085 members 
Entering Unmasked Estep 
Score: -22318260.000000 Penalty: 6116.193359
	Iteration 36Q: 3 clusters Score -2.231826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 226085 members 
Entering Unmasked Estep 
Score: -22318260.000000 Penalty: 6116.193359
	Iteration 37F: 3 clusters Score -2.231826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Entering Unmasked Estep 
Score: -624768.687500 Penalty: 2182.166260
	Iteration 0F: 2 clusters Score -624768.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -619263.062500 Penalty: 4364.332520
	Iteration 0F: 3 clusters Score -619263.1 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -620678.125000 Penalty: 4364.332520
	Iteration 1F: 3 clusters Score -620678.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -620916.750000 Penalty: 4364.332520
	Iteration 2F: 3 clusters Score -620916.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -621081.375000 Penalty: 4364.332520
	Iteration 3F: 3 clusters Score -621081.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -621200.937500 Penalty: 4364.332520
	Iteration 4Q: 3 clusters Score -621200.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -621293.812500 Penalty: 4364.332520
	Iteration 5Q: 3 clusters Score -621293.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -621368.187500 Penalty: 4364.332520
	Iteration 6Q: 3 clusters Score -621368.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -621423.625000 Penalty: 4364.332520
	Iteration 7Q: 3 clusters Score -621423.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -621468.750000 Penalty: 4364.332520
	Iteration 8Q: 3 clusters Score -621468.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -621519.562500 Penalty: 4364.332520
	Iteration 9Q: 3 clusters Score -621519.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -621572.750000 Penalty: 4364.332520
	Iteration 10Q: 3 clusters Score -621572.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -621617.437500 Penalty: 4364.332520
	Iteration 11Q: 3 clusters Score -621617.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -621653.312500 Penalty: 4364.332520
	Iteration 12Q: 3 clusters Score -621653.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -621691.437500 Penalty: 4364.332520
	Iteration 13Q: 3 clusters Score -621691.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -621726.187500 Penalty: 4364.332520
	Iteration 14Q: 3 clusters Score -621726.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -621773.750000 Penalty: 4364.332520
	Iteration 15Q: 3 clusters Score -621773.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -621822.750000 Penalty: 4364.332520
	Iteration 16Q: 3 clusters Score -621822.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -621867.875000 Penalty: 4364.332520
	Iteration 17Q: 3 clusters Score -621867.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -621909.062500 Penalty: 4364.332520
	Iteration 18Q: 3 clusters Score -621909.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -621954.437500 Penalty: 4364.332520
	Iteration 19Q: 3 clusters Score -621954.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -622009.562500 Penalty: 4364.332520
	Iteration 20F: 3 clusters Score -622009.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -622070.750000 Penalty: 4364.332520
	Iteration 21Q: 3 clusters Score -622070.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -622136.812500 Penalty: 4364.332520
	Iteration 22Q: 3 clusters Score -622136.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -622205.875000 Penalty: 4364.332520
	Iteration 23Q: 3 clusters Score -622205.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -622271.625000 Penalty: 4364.332520
	Iteration 24Q: 3 clusters Score -622271.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -622357.125000 Penalty: 4364.332520
	Iteration 25Q: 3 clusters Score -622357.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -622424.875000 Penalty: 4364.332520
	Iteration 26Q: 3 clusters Score -622424.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -622476.187500 Penalty: 4364.332520
	Iteration 27Q: 3 clusters Score -622476.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -622522.312500 Penalty: 4364.332520
	Iteration 28Q: 3 clusters Score -622522.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -622565.000000 Penalty: 4364.332520
	Iteration 29Q: 3 clusters Score -622565 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -622599.062500 Penalty: 4364.332520
	Iteration 30Q: 3 clusters Score -622599.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -622631.250000 Penalty: 4364.332520
	Iteration 31Q: 3 clusters Score -622631.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -622654.312500 Penalty: 4364.332520
	Iteration 32Q: 3 clusters Score -622654.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -622673.875000 Penalty: 4364.332520
	Iteration 33Q: 3 clusters Score -622673.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -622689.187500 Penalty: 4364.332520
	Iteration 34Q: 3 clusters Score -622689.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -622699.687500 Penalty: 4364.332520
	Iteration 35Q: 3 clusters Score -622699.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -622705.125000 Penalty: 4364.332520
	Iteration 36Q: 3 clusters Score -622705.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -622712.875000 Penalty: 4364.332520
	Iteration 37Q: 3 clusters Score -622712.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -622716.562500 Penalty: 4364.332520
	Iteration 38Q: 3 clusters Score -622716.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -622723.375000 Penalty: 4364.332520
	Iteration 39Q: 3 clusters Score -622723.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -622724.562500 Penalty: 4364.332520
	Iteration 40F: 3 clusters Score -622724.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -622726.000000 Penalty: 4364.332520
	Iteration 41Q: 3 clusters Score -622726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -622727.375000 Penalty: 4364.332520
	Iteration 42Q: 3 clusters Score -622727.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -622727.625000 Penalty: 4364.332520
	Iteration 43Q: 3 clusters Score -622727.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -622727.062500 Penalty: 4364.332520
	Iteration 44Q: 3 clusters Score -622727.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -622727.062500 Penalty: 4364.332520
	Iteration 45F: 3 clusters Score -622727.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Entering Unmasked Estep 
Score: -2004319.000000 Penalty: 2480.163574
	Iteration 0F: 2 clusters Score -2004319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1988887.000000 Penalty: 4960.327148
	Iteration 0F: 3 clusters Score -1988887 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1994494.250000 Penalty: 4960.327148
	Iteration 1F: 3 clusters Score -1994494 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1995332.875000 Penalty: 4960.327148
	Iteration 2F: 3 clusters Score -1995333 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1996232.375000 Penalty: 4960.327148
	Iteration 3F: 3 clusters Score -1996232 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1997202.875000 Penalty: 4960.327148
	Iteration 4F: 3 clusters Score -1997203 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1998216.125000 Penalty: 4960.327148
	Iteration 5F: 3 clusters Score -1998216 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1999082.500000 Penalty: 4960.327148
	Iteration 6F: 3 clusters Score -1999082 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1999844.000000 Penalty: 4960.327148
	Iteration 7F: 3 clusters Score -1999844 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2000336.875000 Penalty: 4960.327148
	Iteration 8Q: 3 clusters Score -2000337 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2000665.625000 Penalty: 4960.327148
	Iteration 9Q: 3 clusters Score -2000666 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2000866.125000 Penalty: 4960.327148
	Iteration 10Q: 3 clusters Score -2000866 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2001003.250000 Penalty: 4960.327148
	Iteration 11Q: 3 clusters Score -2001003 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2001110.000000 Penalty: 4960.327148
	Iteration 12Q: 3 clusters Score -2001110 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2001207.750000 Penalty: 4960.327148
	Iteration 13Q: 3 clusters Score -2001208 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2001295.375000 Penalty: 4960.327148
	Iteration 14Q: 3 clusters Score -2001295 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2001371.625000 Penalty: 4960.327148
	Iteration 15Q: 3 clusters Score -2001372 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2001451.375000 Penalty: 4960.327148
	Iteration 16Q: 3 clusters Score -2001451 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2001519.125000 Penalty: 4960.327148
	Iteration 17Q: 3 clusters Score -2001519 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2001605.875000 Penalty: 4960.327148
	Iteration 18Q: 3 clusters Score -2001606 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2001713.000000 Penalty: 4960.327148
	Iteration 19Q: 3 clusters Score -2001713 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2001860.250000 Penalty: 4960.327148
	Iteration 20F: 3 clusters Score -2001860 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2002053.750000 Penalty: 4960.327148
	Iteration 21Q: 3 clusters Score -2002054 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2002250.125000 Penalty: 4960.327148
	Iteration 22Q: 3 clusters Score -2002250 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2002451.375000 Penalty: 4960.327148
	Iteration 23Q: 3 clusters Score -2002451 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2002622.875000 Penalty: 4960.327148
	Iteration 24Q: 3 clusters Score -2002623 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2002738.750000 Penalty: 4960.327148
	Iteration 25Q: 3 clusters Score -2002739 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2002854.750000 Penalty: 4960.327148
	Iteration 26Q: 3 clusters Score -2002855 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2002949.125000 Penalty: 4960.327148
	Iteration 27Q: 3 clusters Score -2002949 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2003035.125000 Penalty: 4960.327148
	Iteration 28Q: 3 clusters Score -2003035 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2003091.500000 Penalty: 4960.327148
	Iteration 29Q: 3 clusters Score -2003092 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2003130.125000 Penalty: 4960.327148
	Iteration 30Q: 3 clusters Score -2003130 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2003189.875000 Penalty: 4960.327148
	Iteration 31Q: 3 clusters Score -2003190 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2003231.250000 Penalty: 4960.327148
	Iteration 32Q: 3 clusters Score -2003231 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2003279.750000 Penalty: 4960.327148
	Iteration 33Q: 3 clusters Score -2003280 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2003328.375000 Penalty: 4960.327148
	Iteration 34Q: 3 clusters Score -2003328 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2003376.000000 Penalty: 4960.327148
	Iteration 35Q: 3 clusters Score -2003376 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2003411.125000 Penalty: 4960.327148
	Iteration 36Q: 3 clusters Score -2003411 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2003447.875000 Penalty: 4960.327148
	Iteration 37Q: 3 clusters Score -2003448 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2003477.500000 Penalty: 4960.327148
	Iteration 38Q: 3 clusters Score -2003478 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2003492.375000 Penalty: 4960.327148
	Iteration 39Q: 3 clusters Score -2003492 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2003510.000000 Penalty: 4960.327148
	Iteration 40F: 3 clusters Score -2003510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2003516.250000 Penalty: 4960.327148
	Iteration 41Q: 3 clusters Score -2003516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2003531.125000 Penalty: 4960.327148
	Iteration 42Q: 3 clusters Score -2003531 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2003537.750000 Penalty: 4960.327148
	Iteration 43Q: 3 clusters Score -2003538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2003540.625000 Penalty: 4960.327148
	Iteration 44Q: 3 clusters Score -2003541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2003545.250000 Penalty: 4960.327148
	Iteration 45Q: 3 clusters Score -2003545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2003553.125000 Penalty: 4960.327148
	Iteration 46Q: 3 clusters Score -2003553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2003555.000000 Penalty: 4960.327148
	Iteration 47Q: 3 clusters Score -2003555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2003569.625000 Penalty: 4960.327148
	Iteration 48Q: 3 clusters Score -2003570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2003573.375000 Penalty: 4960.327148
	Iteration 49Q: 3 clusters Score -2003573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2003576.250000 Penalty: 4960.327148
	Iteration 50Q: 3 clusters Score -2003576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2003577.375000 Penalty: 4960.327148
	Iteration 51Q: 3 clusters Score -2003577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2003574.125000 Penalty: 4960.327148
	Iteration 52Q: 3 clusters Score -2003574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2003580.000000 Penalty: 4960.327148
	Iteration 53Q: 3 clusters Score -2003580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2003582.625000 Penalty: 4960.327148
	Iteration 54Q: 3 clusters Score -2003583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2003587.000000 Penalty: 4960.327148
	Iteration 55Q: 3 clusters Score -2003587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2003590.625000 Penalty: 4960.327148
	Iteration 56Q: 3 clusters Score -2003591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2003590.750000 Penalty: 4960.327148
	Iteration 57Q: 3 clusters Score -2003591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2003594.250000 Penalty: 4960.327148
	Iteration 58Q: 3 clusters Score -2003594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2003597.000000 Penalty: 4960.327148
	Iteration 59Q: 3 clusters Score -2003597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2003595.250000 Penalty: 4960.327148
	Iteration 60F: 3 clusters Score -2003595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2003595.250000 Penalty: 4960.327148
	Iteration 61Q: 3 clusters Score -2003595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2003594.000000 Penalty: 4960.327148
	Iteration 62Q: 3 clusters Score -2003594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2003592.750000 Penalty: 4960.327148
	Iteration 63Q: 3 clusters Score -2003593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2003595.375000 Penalty: 4960.327148
	Iteration 64Q: 3 clusters Score -2003595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2003595.375000 Penalty: 4960.327148
	Iteration 65F: 3 clusters Score -2003595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Entering Unmasked Estep 
Score: -733380.750000 Penalty: 2224.761719
	Iteration 0F: 2 clusters Score -733380.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -727102.750000 Penalty: 4449.523438
	Iteration 0F: 3 clusters Score -727102.8 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -728853.625000 Penalty: 4449.523438
	Iteration 1F: 3 clusters Score -728853.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -729132.875000 Penalty: 4449.523438
	Iteration 2F: 3 clusters Score -729132.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -729339.937500 Penalty: 4449.523438
	Iteration 3Q: 3 clusters Score -729339.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -729478.375000 Penalty: 4449.523438
	Iteration 4Q: 3 clusters Score -729478.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -729563.312500 Penalty: 4449.523438
	Iteration 5Q: 3 clusters Score -729563.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -729644.750000 Penalty: 4449.523438
	Iteration 6Q: 3 clusters Score -729644.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -729711.375000 Penalty: 4449.523438
	Iteration 7Q: 3 clusters Score -729711.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -729759.875000 Penalty: 4449.523438
	Iteration 8Q: 3 clusters Score -729759.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -729819.812500 Penalty: 4449.523438
	Iteration 9Q: 3 clusters Score -729819.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -729886.125000 Penalty: 4449.523438
	Iteration 10Q: 3 clusters Score -729886.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -729943.687500 Penalty: 4449.523438
	Iteration 11Q: 3 clusters Score -729943.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -730007.125000 Penalty: 4449.523438
	Iteration 12Q: 3 clusters Score -730007.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -730078.125000 Penalty: 4449.523438
	Iteration 13Q: 3 clusters Score -730078.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -730146.250000 Penalty: 4449.523438
	Iteration 14Q: 3 clusters Score -730146.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -730217.250000 Penalty: 4449.523438
	Iteration 15Q: 3 clusters Score -730217.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -730283.500000 Penalty: 4449.523438
	Iteration 16Q: 3 clusters Score -730283.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -730351.687500 Penalty: 4449.523438
	Iteration 17Q: 3 clusters Score -730351.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -730415.625000 Penalty: 4449.523438
	Iteration 18Q: 3 clusters Score -730415.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -730485.000000 Penalty: 4449.523438
	Iteration 19Q: 3 clusters Score -730485 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -730569.562500 Penalty: 4449.523438
	Iteration 20F: 3 clusters Score -730569.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -730643.750000 Penalty: 4449.523438
	Iteration 21Q: 3 clusters Score -730643.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -730721.500000 Penalty: 4449.523438
	Iteration 22Q: 3 clusters Score -730721.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -730801.187500 Penalty: 4449.523438
	Iteration 23Q: 3 clusters Score -730801.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -730866.250000 Penalty: 4449.523438
	Iteration 24Q: 3 clusters Score -730866.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -730933.937500 Penalty: 4449.523438
	Iteration 25Q: 3 clusters Score -730933.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -731002.125000 Penalty: 4449.523438
	Iteration 26Q: 3 clusters Score -731002.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -731052.937500 Penalty: 4449.523438
	Iteration 27Q: 3 clusters Score -731052.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -731109.687500 Penalty: 4449.523438
	Iteration 28Q: 3 clusters Score -731109.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -731155.187500 Penalty: 4449.523438
	Iteration 29Q: 3 clusters Score -731155.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -731198.437500 Penalty: 4449.523438
	Iteration 30Q: 3 clusters Score -731198.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -731231.562500 Penalty: 4449.523438
	Iteration 31Q: 3 clusters Score -731231.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -731257.875000 Penalty: 4449.523438
	Iteration 32Q: 3 clusters Score -731257.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -731277.437500 Penalty: 4449.523438
	Iteration 33Q: 3 clusters Score -731277.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -731296.375000 Penalty: 4449.523438
	Iteration 34Q: 3 clusters Score -731296.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -731313.562500 Penalty: 4449.523438
	Iteration 35Q: 3 clusters Score -731313.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -731334.375000 Penalty: 4449.523438
	Iteration 36Q: 3 clusters Score -731334.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -731347.125000 Penalty: 4449.523438
	Iteration 37Q: 3 clusters Score -731347.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -731359.500000 Penalty: 4449.523438
	Iteration 38Q: 3 clusters Score -731359.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -731369.937500 Penalty: 4449.523438
	Iteration 39Q: 3 clusters Score -731369.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -731378.312500 Penalty: 4449.523438
	Iteration 40F: 3 clusters Score -731378.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -731386.312500 Penalty: 4449.523438
	Iteration 41Q: 3 clusters Score -731386.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -731396.375000 Penalty: 4449.523438
	Iteration 42Q: 3 clusters Score -731396.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -731403.875000 Penalty: 4449.523438
	Iteration 43Q: 3 clusters Score -731403.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -731406.562500 Penalty: 4449.523438
	Iteration 44Q: 3 clusters Score -731406.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -731407.625000 Penalty: 4449.523438
	Iteration 45Q: 3 clusters Score -731407.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -731407.500000 Penalty: 4449.523438
	Iteration 46Q: 3 clusters Score -731407.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -731411.500000 Penalty: 4449.523438
	Iteration 47Q: 3 clusters Score -731411.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -731416.125000 Penalty: 4449.523438
	Iteration 48Q: 3 clusters Score -731416.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -731420.125000 Penalty: 4449.523438
	Iteration 49Q: 3 clusters Score -731420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -731420.750000 Penalty: 4449.523438
	Iteration 50Q: 3 clusters Score -731420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -731420.750000 Penalty: 4449.523438
	Iteration 51F: 3 clusters Score -731420.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -688828.250000 Penalty: 2226.113037
	Iteration 0F: 2 clusters Score -688828.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -682491.000000 Penalty: 4452.226074
	Iteration 0F: 3 clusters Score -682491 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -684217.437500 Penalty: 4452.226074
	Iteration 1F: 3 clusters Score -684217.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -684552.125000 Penalty: 4452.226074
	Iteration 2F: 3 clusters Score -684552.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -684808.187500 Penalty: 4452.226074
	Iteration 3F: 3 clusters Score -684808.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -685044.562500 Penalty: 4452.226074
	Iteration 4Q: 3 clusters Score -685044.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -685292.687500 Penalty: 4452.226074
	Iteration 5Q: 3 clusters Score -685292.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -685501.375000 Penalty: 4452.226074
	Iteration 6Q: 3 clusters Score -685501.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -685680.312500 Penalty: 4452.226074
	Iteration 7Q: 3 clusters Score -685680.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -685841.500000 Penalty: 4452.226074
	Iteration 8Q: 3 clusters Score -685841.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -685981.750000 Penalty: 4452.226074
	Iteration 9Q: 3 clusters Score -685981.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -686117.187500 Penalty: 4452.226074
	Iteration 10Q: 3 clusters Score -686117.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -686274.062500 Penalty: 4452.226074
	Iteration 11Q: 3 clusters Score -686274.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -686420.750000 Penalty: 4452.226074
	Iteration 12Q: 3 clusters Score -686420.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -686541.312500 Penalty: 4452.226074
	Iteration 13Q: 3 clusters Score -686541.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -686654.875000 Penalty: 4452.226074
	Iteration 14Q: 3 clusters Score -686654.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -686748.500000 Penalty: 4452.226074
	Iteration 15Q: 3 clusters Score -686748.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -686828.562500 Penalty: 4452.226074
	Iteration 16Q: 3 clusters Score -686828.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -686884.812500 Penalty: 4452.226074
	Iteration 17Q: 3 clusters Score -686884.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -686925.000000 Penalty: 4452.226074
	Iteration 18Q: 3 clusters Score -686925 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -686957.062500 Penalty: 4452.226074
	Iteration 19Q: 3 clusters Score -686957.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -686985.500000 Penalty: 4452.226074
	Iteration 20F: 3 clusters Score -686985.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -687011.500000 Penalty: 4452.226074
	Iteration 21Q: 3 clusters Score -687011.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -687039.812500 Penalty: 4452.226074
	Iteration 22Q: 3 clusters Score -687039.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -687062.312500 Penalty: 4452.226074
	Iteration 23Q: 3 clusters Score -687062.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -687082.687500 Penalty: 4452.226074
	Iteration 24Q: 3 clusters Score -687082.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -687097.812500 Penalty: 4452.226074
	Iteration 25Q: 3 clusters Score -687097.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -687114.687500 Penalty: 4452.226074
	Iteration 26Q: 3 clusters Score -687114.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -687135.000000 Penalty: 4452.226074
	Iteration 27Q: 3 clusters Score -687135 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -687148.312500 Penalty: 4452.226074
	Iteration 28Q: 3 clusters Score -687148.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -687159.875000 Penalty: 4452.226074
	Iteration 29Q: 3 clusters Score -687159.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -687171.187500 Penalty: 4452.226074
	Iteration 30Q: 3 clusters Score -687171.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -687180.937500 Penalty: 4452.226074
	Iteration 31Q: 3 clusters Score -687180.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -687186.937500 Penalty: 4452.226074
	Iteration 32Q: 3 clusters Score -687186.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -687190.125000 Penalty: 4452.226074
	Iteration 33Q: 3 clusters Score -687190.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -687197.187500 Penalty: 4452.226074
	Iteration 34Q: 3 clusters Score -687197.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -687198.812500 Penalty: 4452.226074
	Iteration 35Q: 3 clusters Score -687198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -687202.000000 Penalty: 4452.226074
	Iteration 36Q: 3 clusters Score -687202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -687206.687500 Penalty: 4452.226074
	Iteration 37Q: 3 clusters Score -687206.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -687207.062500 Penalty: 4452.226074
	Iteration 38Q: 3 clusters Score -687207.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -687212.250000 Penalty: 4452.226074
	Iteration 39Q: 3 clusters Score -687212.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -687213.125000 Penalty: 4452.226074
	Iteration 40F: 3 clusters Score -687213.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -687214.937500 Penalty: 4452.226074
	Iteration 41Q: 3 clusters Score -687214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -687216.937500 Penalty: 4452.226074
	Iteration 42Q: 3 clusters Score -687216.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -687218.625000 Penalty: 4452.226074
	Iteration 43Q: 3 clusters Score -687218.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -687216.875000 Penalty: 4452.226074
	Iteration 44Q: 3 clusters Score -687216.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -687218.687500 Penalty: 4452.226074
	Iteration 45Q: 3 clusters Score -687218.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -687220.125000 Penalty: 4452.226074
	Iteration 46Q: 3 clusters Score -687220.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -687224.000000 Penalty: 4452.226074
	Iteration 47Q: 3 clusters Score -687224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -687225.687500 Penalty: 4452.226074
	Iteration 48Q: 3 clusters Score -687225.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -687227.750000 Penalty: 4452.226074
	Iteration 49Q: 3 clusters Score -687227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -687227.625000 Penalty: 4452.226074
	Iteration 50Q: 3 clusters Score -687227.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -687228.125000 Penalty: 4452.226074
	Iteration 51Q: 3 clusters Score -687228.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -687228.125000 Penalty: 4452.226074
	Iteration 52Q: 3 clusters Score -687228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -687231.312500 Penalty: 4452.226074
	Iteration 53Q: 3 clusters Score -687231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -687230.000000 Penalty: 4452.226074
	Iteration 54Q: 3 clusters Score -687230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -687231.875000 Penalty: 4452.226074
	Iteration 55Q: 3 clusters Score -687231.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -687231.125000 Penalty: 4452.226074
	Iteration 56Q: 3 clusters Score -687231.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -687232.750000 Penalty: 4452.226074
	Iteration 57Q: 3 clusters Score -687232.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -687233.375000 Penalty: 4452.226074
	Iteration 58Q: 3 clusters Score -687233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -687233.875000 Penalty: 4452.226074
	Iteration 59Q: 3 clusters Score -687233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -687233.375000 Penalty: 4452.226074
	Iteration 60F: 3 clusters Score -687233.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Entering Unmasked Estep 
Score: -1713137.375000 Penalty: 2425.430908
	Iteration 0F: 2 clusters Score -1713137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1700560.125000 Penalty: 4850.861816
	Iteration 0F: 3 clusters Score -1700560 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1704665.375000 Penalty: 4850.861816
	Iteration 1F: 3 clusters Score -1704665 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1704994.625000 Penalty: 4850.861816
	Iteration 2F: 3 clusters Score -1704995 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1705271.375000 Penalty: 4850.861816
	Iteration 3Q: 3 clusters Score -1705271 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1705527.375000 Penalty: 4850.861816
	Iteration 4Q: 3 clusters Score -1705527 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1705776.625000 Penalty: 4850.861816
	Iteration 5Q: 3 clusters Score -1705777 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1706064.625000 Penalty: 4850.861816
	Iteration 6Q: 3 clusters Score -1706065 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1706440.125000 Penalty: 4850.861816
	Iteration 7Q: 3 clusters Score -1706440 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1707017.375000 Penalty: 4850.861816
	Iteration 8F: 3 clusters Score -1707017 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1707764.625000 Penalty: 4850.861816
	Iteration 9F: 3 clusters Score -1707765 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1708516.000000 Penalty: 4850.861816
	Iteration 10F: 3 clusters Score -1708516 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1709240.875000 Penalty: 4850.861816
	Iteration 11F: 3 clusters Score -1709241 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1709886.875000 Penalty: 4850.861816
	Iteration 12Q: 3 clusters Score -1709887 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -1710365.125000 Penalty: 4850.861816
	Iteration 13Q: 3 clusters Score -1710365 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1710626.125000 Penalty: 4850.861816
	Iteration 14Q: 3 clusters Score -1710626 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1710771.625000 Penalty: 4850.861816
	Iteration 15Q: 3 clusters Score -1710772 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1710863.250000 Penalty: 4850.861816
	Iteration 16Q: 3 clusters Score -1710863 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -1710911.500000 Penalty: 4850.861816
	Iteration 17Q: 3 clusters Score -1710912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -1710946.625000 Penalty: 4850.861816
	Iteration 18Q: 3 clusters Score -1710947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1710963.875000 Penalty: 4850.861816
	Iteration 19Q: 3 clusters Score -1710964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1710981.750000 Penalty: 4850.861816
	Iteration 20F: 3 clusters Score -1710982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -1710991.875000 Penalty: 4850.861816
	Iteration 21Q: 3 clusters Score -1710992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -1711001.000000 Penalty: 4850.861816
	Iteration 22Q: 3 clusters Score -1711001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -1711007.125000 Penalty: 4850.861816
	Iteration 23Q: 3 clusters Score -1711007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1711008.250000 Penalty: 4850.861816
	Iteration 24Q: 3 clusters Score -1711008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1711019.500000 Penalty: 4850.861816
	Iteration 25Q: 3 clusters Score -1711020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1711021.500000 Penalty: 4850.861816
	Iteration 26Q: 3 clusters Score -1711022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -1711022.250000 Penalty: 4850.861816
	Iteration 27Q: 3 clusters Score -1711022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1711023.250000 Penalty: 4850.861816
	Iteration 28Q: 3 clusters Score -1711023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -1711024.875000 Penalty: 4850.861816
	Iteration 29Q: 3 clusters Score -1711025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1711026.125000 Penalty: 4850.861816
	Iteration 30Q: 3 clusters Score -1711026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -1711029.750000 Penalty: 4850.861816
	Iteration 31Q: 3 clusters Score -1711030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -1711032.750000 Penalty: 4850.861816
	Iteration 32Q: 3 clusters Score -1711033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -1711033.875000 Penalty: 4850.861816
	Iteration 33Q: 3 clusters Score -1711034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1711036.875000 Penalty: 4850.861816
	Iteration 34Q: 3 clusters Score -1711037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1711041.000000 Penalty: 4850.861816
	Iteration 35Q: 3 clusters Score -1711041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1711045.750000 Penalty: 4850.861816
	Iteration 36Q: 3 clusters Score -1711046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1711053.125000 Penalty: 4850.861816
	Iteration 37Q: 3 clusters Score -1711053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1711058.750000 Penalty: 4850.861816
	Iteration 38Q: 3 clusters Score -1711059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1711058.750000 Penalty: 4850.861816
	Iteration 39Q: 3 clusters Score -1711059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1711058.750000 Penalty: 4850.861816
	Iteration 40F: 3 clusters Score -1711059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Entering Unmasked Estep 
Score: -993687.875000 Penalty: 2294.605469
	Iteration 0F: 2 clusters Score -993687.9 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 5180 members 
Entering Unmasked Estep 
Score: -985737.812500 Penalty: 4589.210938
	Iteration 0F: 3 clusters Score -985737.8 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -988044.062500 Penalty: 4589.210938
	Iteration 1F: 3 clusters Score -988044.1 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -988407.937500 Penalty: 4589.210938
	Iteration 2F: 3 clusters Score -988407.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -988731.000000 Penalty: 4589.210938
	Iteration 3F: 3 clusters Score -988731 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -989106.125000 Penalty: 4589.210938
	Iteration 4F: 3 clusters Score -989106.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -989636.750000 Penalty: 4589.210938
	Iteration 5F: 3 clusters Score -989636.8 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -990338.437500 Penalty: 4589.210938
	Iteration 6F: 3 clusters Score -990338.4 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -991064.812500 Penalty: 4589.210938
	Iteration 7F: 3 clusters Score -991064.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -991658.875000 Penalty: 4589.210938
	Iteration 8F: 3 clusters Score -991658.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -992027.937500 Penalty: 4589.210938
	Iteration 9Q: 3 clusters Score -992027.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -992259.062500 Penalty: 4589.210938
	Iteration 10Q: 3 clusters Score -992259.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -992385.062500 Penalty: 4589.210938
	Iteration 11Q: 3 clusters Score -992385.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -992477.000000 Penalty: 4589.210938
	Iteration 12Q: 3 clusters Score -992477 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -992573.500000 Penalty: 4589.210938
	Iteration 13Q: 3 clusters Score -992573.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -992665.687500 Penalty: 4589.210938
	Iteration 14Q: 3 clusters Score -992665.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -992745.000000 Penalty: 4589.210938
	Iteration 15Q: 3 clusters Score -992745 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -992828.562500 Penalty: 4589.210938
	Iteration 16Q: 3 clusters Score -992828.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -992891.750000 Penalty: 4589.210938
	Iteration 17Q: 3 clusters Score -992891.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -992937.375000 Penalty: 4589.210938
	Iteration 18Q: 3 clusters Score -992937.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -992970.875000 Penalty: 4589.210938
	Iteration 19Q: 3 clusters Score -992970.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -992998.687500 Penalty: 4589.210938
	Iteration 20F: 3 clusters Score -992998.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -993022.125000 Penalty: 4589.210938
	Iteration 21Q: 3 clusters Score -993022.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -993048.875000 Penalty: 4589.210938
	Iteration 22Q: 3 clusters Score -993048.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -993066.312500 Penalty: 4589.210938
	Iteration 23Q: 3 clusters Score -993066.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -993079.000000 Penalty: 4589.210938
	Iteration 24Q: 3 clusters Score -993079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -993087.687500 Penalty: 4589.210938
	Iteration 25Q: 3 clusters Score -993087.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -993089.625000 Penalty: 4589.210938
	Iteration 26Q: 3 clusters Score -993089.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -993092.875000 Penalty: 4589.210938
	Iteration 27Q: 3 clusters Score -993092.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -993091.750000 Penalty: 4589.210938
	Iteration 28Q: 3 clusters Score -993091.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -993093.500000 Penalty: 4589.210938
	Iteration 29Q: 3 clusters Score -993093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -993095.000000 Penalty: 4589.210938
	Iteration 30Q: 3 clusters Score -993095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -993094.562500 Penalty: 4589.210938
	Iteration 31Q: 3 clusters Score -993094.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -993094.437500 Penalty: 4589.210938
	Iteration 32Q: 3 clusters Score -993094.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -993094.437500 Penalty: 4589.210938
	Iteration 33F: 3 clusters Score -993094.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Entering Unmasked Estep 
Score: -404912.875000 Penalty: 2076.354736
	Iteration 0F: 2 clusters Score -404912.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -400788.781250 Penalty: 4152.709473
	Iteration 0F: 3 clusters Score -400788.8 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -401763.812500 Penalty: 4152.709473
	Iteration 1F: 3 clusters Score -401763.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -401963.687500 Penalty: 4152.709473
	Iteration 2F: 3 clusters Score -401963.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -402084.625000 Penalty: 4152.709473
	Iteration 3F: 3 clusters Score -402084.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -402152.187500 Penalty: 4152.709473
	Iteration 4Q: 3 clusters Score -402152.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -402204.687500 Penalty: 4152.709473
	Iteration 5Q: 3 clusters Score -402204.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -402243.437500 Penalty: 4152.709473
	Iteration 6Q: 3 clusters Score -402243.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -402272.218750 Penalty: 4152.709473
	Iteration 7Q: 3 clusters Score -402272.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -402291.000000 Penalty: 4152.709473
	Iteration 8Q: 3 clusters Score -402291 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -402312.437500 Penalty: 4152.709473
	Iteration 9Q: 3 clusters Score -402312.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -402333.750000 Penalty: 4152.709473
	Iteration 10Q: 3 clusters Score -402333.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -402353.437500 Penalty: 4152.709473
	Iteration 11Q: 3 clusters Score -402353.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -402369.343750 Penalty: 4152.709473
	Iteration 12Q: 3 clusters Score -402369.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -402386.000000 Penalty: 4152.709473
	Iteration 13Q: 3 clusters Score -402386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -402397.968750 Penalty: 4152.709473
	Iteration 14Q: 3 clusters Score -402398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -402410.343750 Penalty: 4152.709473
	Iteration 15Q: 3 clusters Score -402410.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -402419.812500 Penalty: 4152.709473
	Iteration 16Q: 3 clusters Score -402419.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -402424.593750 Penalty: 4152.709473
	Iteration 17Q: 3 clusters Score -402424.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -402429.250000 Penalty: 4152.709473
	Iteration 18Q: 3 clusters Score -402429.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -402432.218750 Penalty: 4152.709473
	Iteration 19Q: 3 clusters Score -402432.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -402436.093750 Penalty: 4152.709473
	Iteration 20F: 3 clusters Score -402436.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -402441.750000 Penalty: 4152.709473
	Iteration 21Q: 3 clusters Score -402441.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -402451.218750 Penalty: 4152.709473
	Iteration 22Q: 3 clusters Score -402451.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -402461.562500 Penalty: 4152.709473
	Iteration 23Q: 3 clusters Score -402461.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -402471.906250 Penalty: 4152.709473
	Iteration 24Q: 3 clusters Score -402471.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -402481.125000 Penalty: 4152.709473
	Iteration 25Q: 3 clusters Score -402481.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -402493.843750 Penalty: 4152.709473
	Iteration 26Q: 3 clusters Score -402493.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -402505.218750 Penalty: 4152.709473
	Iteration 27Q: 3 clusters Score -402505.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -402518.531250 Penalty: 4152.709473
	Iteration 28Q: 3 clusters Score -402518.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -402533.406250 Penalty: 4152.709473
	Iteration 29Q: 3 clusters Score -402533.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -402540.125000 Penalty: 4152.709473
	Iteration 30Q: 3 clusters Score -402540.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -402545.468750 Penalty: 4152.709473
	Iteration 31Q: 3 clusters Score -402545.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -402551.093750 Penalty: 4152.709473
	Iteration 32Q: 3 clusters Score -402551.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -402557.250000 Penalty: 4152.709473
	Iteration 33Q: 3 clusters Score -402557.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -402561.843750 Penalty: 4152.709473
	Iteration 34Q: 3 clusters Score -402561.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -402566.968750 Penalty: 4152.709473
	Iteration 35Q: 3 clusters Score -402567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -402572.093750 Penalty: 4152.709473
	Iteration 36Q: 3 clusters Score -402572.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -402574.750000 Penalty: 4152.709473
	Iteration 37Q: 3 clusters Score -402574.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -402578.812500 Penalty: 4152.709473
	Iteration 38Q: 3 clusters Score -402578.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -402583.593750 Penalty: 4152.709473
	Iteration 39Q: 3 clusters Score -402583.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -402586.187500 Penalty: 4152.709473
	Iteration 40F: 3 clusters Score -402586.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -402588.593750 Penalty: 4152.709473
	Iteration 41Q: 3 clusters Score -402588.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -402592.468750 Penalty: 4152.709473
	Iteration 42Q: 3 clusters Score -402592.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -402595.250000 Penalty: 4152.709473
	Iteration 43Q: 3 clusters Score -402595.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -402598.156250 Penalty: 4152.709473
	Iteration 44Q: 3 clusters Score -402598.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -402599.812500 Penalty: 4152.709473
	Iteration 45Q: 3 clusters Score -402599.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -402604.312500 Penalty: 4152.709473
	Iteration 46Q: 3 clusters Score -402604.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -402605.093750 Penalty: 4152.709473
	Iteration 47Q: 3 clusters Score -402605.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -402605.937500 Penalty: 4152.709473
	Iteration 48Q: 3 clusters Score -402605.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -402605.437500 Penalty: 4152.709473
	Iteration 49Q: 3 clusters Score -402605.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -402606.062500 Penalty: 4152.709473
	Iteration 50Q: 3 clusters Score -402606.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -402606.062500 Penalty: 4152.709473
	Iteration 51F: 3 clusters Score -402606.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (101389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101389 members 
Entering Unmasked Estep 
Score: -10001544.000000 Penalty: 2858.626465
	Iteration 0F: 2 clusters Score -1.000154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -9933383.000000 Penalty: 5717.252930
	Iteration 0F: 3 clusters Score -9933383 nChanged 47866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -9960662.000000 Penalty: 5717.252930
	Iteration 1F: 3 clusters Score -9960662 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -9961414.000000 Penalty: 5717.252930
	Iteration 2Q: 3 clusters Score -9961414 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -9962279.000000 Penalty: 5717.252930
	Iteration 3Q: 3 clusters Score -9962279 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -9963152.000000 Penalty: 5717.252930
	Iteration 4Q: 3 clusters Score -9963152 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -9964090.000000 Penalty: 5717.252930
	Iteration 5Q: 3 clusters Score -9964090 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -9965352.000000 Penalty: 5717.252930
	Iteration 6Q: 3 clusters Score -9965352 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -9966806.000000 Penalty: 5717.252930
	Iteration 7Q: 3 clusters Score -9966806 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -9968456.000000 Penalty: 5717.252930
	Iteration 8Q: 3 clusters Score -9968456 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -9970602.000000 Penalty: 5717.252930
	Iteration 9Q: 3 clusters Score -9970602 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -9973145.000000 Penalty: 5717.252930
	Iteration 10Q: 3 clusters Score -9973145 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -9975785.000000 Penalty: 5717.252930
	Iteration 11Q: 3 clusters Score -9975785 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -9978352.000000 Penalty: 5717.252930
	Iteration 12Q: 3 clusters Score -9978352 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -9980167.000000 Penalty: 5717.252930
	Iteration 13Q: 3 clusters Score -9980167 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -9981212.000000 Penalty: 5717.252930
	Iteration 14Q: 3 clusters Score -9981212 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -9981728.000000 Penalty: 5717.252930
	Iteration 15Q: 3 clusters Score -9981728 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -9982029.000000 Penalty: 5717.252930
	Iteration 16Q: 3 clusters Score -9982029 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -9982134.000000 Penalty: 5717.252930
	Iteration 17Q: 3 clusters Score -9982134 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -9982232.000000 Penalty: 5717.252930
	Iteration 18Q: 3 clusters Score -9982232 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 52871 members 
Entering Unmasked Estep 
Score: -9982308.000000 Penalty: 5717.252930
	Iteration 19Q: 3 clusters Score -9982308 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -9982410.000000 Penalty: 5717.252930
	Iteration 20F: 3 clusters Score -9982410 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -9982471.000000 Penalty: 5717.252930
	Iteration 21Q: 3 clusters Score -9982471 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -9982499.000000 Penalty: 5717.252930
	Iteration 22Q: 3 clusters Score -9982499 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -9982508.000000 Penalty: 5717.252930
	Iteration 23Q: 3 clusters Score -9982508 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -9982514.000000 Penalty: 5717.252930
	Iteration 24Q: 3 clusters Score -9982514 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -9982578.000000 Penalty: 5717.252930
	Iteration 25Q: 3 clusters Score -9982578 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -9982620.000000 Penalty: 5717.252930
	Iteration 26Q: 3 clusters Score -9982620 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -9982607.000000 Penalty: 5717.252930
	Iteration 27Q: 3 clusters Score -9982607 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -9982651.000000 Penalty: 5717.252930
	Iteration 28Q: 3 clusters Score -9982651 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -9982655.000000 Penalty: 5717.252930
	Iteration 29Q: 3 clusters Score -9982655 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -9982714.000000 Penalty: 5717.252930
	Iteration 30Q: 3 clusters Score -9982714 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -9982752.000000 Penalty: 5717.252930
	Iteration 31Q: 3 clusters Score -9982752 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -9982766.000000 Penalty: 5717.252930
	Iteration 32Q: 3 clusters Score -9982766 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -9982788.000000 Penalty: 5717.252930
	Iteration 33Q: 3 clusters Score -9982788 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -9982863.000000 Penalty: 5717.252930
	Iteration 34Q: 3 clusters Score -9982863 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -9982924.000000 Penalty: 5717.252930
	Iteration 35Q: 3 clusters Score -9982924 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -9982946.000000 Penalty: 5717.252930
	Iteration 36Q: 3 clusters Score -9982946 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -9982958.000000 Penalty: 5717.252930
	Iteration 37Q: 3 clusters Score -9982958 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -9982948.000000 Penalty: 5717.252930
	Iteration 38Q: 3 clusters Score -9982948 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -9982967.000000 Penalty: 5717.252930
	Iteration 39Q: 3 clusters Score -9982967 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -9983037.000000 Penalty: 5717.252930
	Iteration 40F: 3 clusters Score -9983037 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 57637 members 
Entering Unmasked Estep 
Score: -9983079.000000 Penalty: 5717.252930
	Iteration 41Q: 3 clusters Score -9983079 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 58056 members 
Entering Unmasked Estep 
Score: -9983119.000000 Penalty: 5717.252930
	Iteration 42Q: 3 clusters Score -9983119 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -9983195.000000 Penalty: 5717.252930
	Iteration 43Q: 3 clusters Score -9983195 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -9983235.000000 Penalty: 5717.252930
	Iteration 44Q: 3 clusters Score -9983235 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 59531 members 
Entering Unmasked Estep 
Score: -9983280.000000 Penalty: 5717.252930
	Iteration 45Q: 3 clusters Score -9983280 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -9983375.000000 Penalty: 5717.252930
	Iteration 46Q: 3 clusters Score -9983375 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -9983480.000000 Penalty: 5717.252930
	Iteration 47Q: 3 clusters Score -9983480 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 61426 members 
Entering Unmasked Estep 
Score: -9983530.000000 Penalty: 5717.252930
	Iteration 48Q: 3 clusters Score -9983530 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -9983655.000000 Penalty: 5717.252930
	Iteration 49Q: 3 clusters Score -9983655 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -9983763.000000 Penalty: 5717.252930
	Iteration 50Q: 3 clusters Score -9983763 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 63649 members 
Entering Unmasked Estep 
Score: -9983835.000000 Penalty: 5717.252930
	Iteration 51Q: 3 clusters Score -9983835 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -9983951.000000 Penalty: 5717.252930
	Iteration 52Q: 3 clusters Score -9983951 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -9984102.000000 Penalty: 5717.252930
	Iteration 53Q: 3 clusters Score -9984102 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -9984246.000000 Penalty: 5717.252930
	Iteration 54Q: 3 clusters Score -9984246 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 67708 members 
Entering Unmasked Estep 
Score: -9984526.000000 Penalty: 5717.252930
	Iteration 55Q: 3 clusters Score -9984526 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -9984797.000000 Penalty: 5717.252930
	Iteration 56Q: 3 clusters Score -9984797 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 70205 members 
Entering Unmasked Estep 
Score: -9985103.000000 Penalty: 5717.252930
	Iteration 57Q: 3 clusters Score -9985103 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 71595 members 
Entering Unmasked Estep 
Score: -9985378.000000 Penalty: 5717.252930
	Iteration 58Q: 3 clusters Score -9985378 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 73070 members 
Entering Unmasked Estep 
Score: -9985713.000000 Penalty: 5717.252930
	Iteration 59Q: 3 clusters Score -9985713 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 74620 members 
Entering Unmasked Estep 
Score: -9986092.000000 Penalty: 5717.252930
	Iteration 60F: 3 clusters Score -9986092 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 76249 members 
Entering Unmasked Estep 
Score: -9986624.000000 Penalty: 5717.252930
	Iteration 61Q: 3 clusters Score -9986624 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 78036 members 
Entering Unmasked Estep 
Score: -9987261.000000 Penalty: 5717.252930
	Iteration 62Q: 3 clusters Score -9987261 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 79944 members 
Entering Unmasked Estep 
Score: -9987901.000000 Penalty: 5717.252930
	Iteration 63Q: 3 clusters Score -9987901 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 81842 members 
Entering Unmasked Estep 
Score: -9988709.000000 Penalty: 5717.252930
	Iteration 64Q: 3 clusters Score -9988709 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 83805 members 
Entering Unmasked Estep 
Score: -9989460.000000 Penalty: 5717.252930
	Iteration 65Q: 3 clusters Score -9989460 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
Score: -9990231.000000 Penalty: 5717.252930
	Iteration 66Q: 3 clusters Score -9990231 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 87755 members 
Entering Unmasked Estep 
Score: -9991112.000000 Penalty: 5717.252930
	Iteration 67Q: 3 clusters Score -9991112 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 89633 members 
Entering Unmasked Estep 
Score: -9992057.000000 Penalty: 5717.252930
	Iteration 68Q: 3 clusters Score -9992057 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -9993018.000000 Penalty: 5717.252930
	Iteration 69Q: 3 clusters Score -9993018 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -9993986.000000 Penalty: 5717.252930
	Iteration 70Q: 3 clusters Score -9993986 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -9994941.000000 Penalty: 5717.252930
	Iteration 71Q: 3 clusters Score -9994941 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 96082 members 
Entering Unmasked Estep 
Score: -9995883.000000 Penalty: 5717.252930
	Iteration 72Q: 3 clusters Score -9995883 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 97273 members 
Entering Unmasked Estep 
Score: -9996666.000000 Penalty: 5717.252930
	Iteration 73Q: 3 clusters Score -9996666 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 98250 members 
Entering Unmasked Estep 
Score: -9997329.000000 Penalty: 5717.252930
	Iteration 74Q: 3 clusters Score -9997329 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 98992 members 
Entering Unmasked Estep 
Score: -9997812.000000 Penalty: 5717.252930
	Iteration 75Q: 3 clusters Score -9997812 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 99542 members 
Entering Unmasked Estep 
Score: -9998192.000000 Penalty: 5717.252930
	Iteration 76Q: 3 clusters Score -9998192 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 99907 members 
Entering Unmasked Estep 
Score: -9998463.000000 Penalty: 5717.252930
	Iteration 77Q: 3 clusters Score -9998463 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 100163 members 
Entering Unmasked Estep 
Score: -9998664.000000 Penalty: 5717.252930
	Iteration 78Q: 3 clusters Score -9998664 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 100340 members 
Entering Unmasked Estep 
Score: -9998757.000000 Penalty: 5717.252930
	Iteration 79Q: 3 clusters Score -9998757 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 100457 members 
Entering Unmasked Estep 
Score: -9998869.000000 Penalty: 5717.252930
	Iteration 80F: 3 clusters Score -9998869 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 100542 members 
Entering Unmasked Estep 
Score: -9998915.000000 Penalty: 5717.252930
	Iteration 81Q: 3 clusters Score -9998915 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 100602 members 
Entering Unmasked Estep 
Score: -9998979.000000 Penalty: 5717.252930
	Iteration 82Q: 3 clusters Score -9998979 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -9999010.000000 Penalty: 5717.252930
	Iteration 83Q: 3 clusters Score -9999010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 100686 members 
Entering Unmasked Estep 
Score: -9999031.000000 Penalty: 5717.252930
	Iteration 84Q: 3 clusters Score -9999031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 100705 members 
Entering Unmasked Estep 
Score: -9999070.000000 Penalty: 5717.252930
	Iteration 85Q: 3 clusters Score -9999070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 100733 members 
Entering Unmasked Estep 
Score: -9999081.000000 Penalty: 5717.252930
	Iteration 86Q: 3 clusters Score -9999081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 100753 members 
Entering Unmasked Estep 
Score: -9999125.000000 Penalty: 5717.252930
	Iteration 87Q: 3 clusters Score -9999125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 100769 members 
Entering Unmasked Estep 
Score: -9999142.000000 Penalty: 5717.252930
	Iteration 88Q: 3 clusters Score -9999142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 100778 members 
Entering Unmasked Estep 
Score: -9999140.000000 Penalty: 5717.252930
	Iteration 89Q: 3 clusters Score -9999140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 100787 members 
Entering Unmasked Estep 
Score: -9999156.000000 Penalty: 5717.252930
	Iteration 90Q: 3 clusters Score -9999156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 100794 members 
Entering Unmasked Estep 
Score: -9999162.000000 Penalty: 5717.252930
	Iteration 91Q: 3 clusters Score -9999162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 100801 members 
Entering Unmasked Estep 
Score: -9999173.000000 Penalty: 5717.252930
	Iteration 92Q: 3 clusters Score -9999173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 100810 members 
Entering Unmasked Estep 
Score: -9999176.000000 Penalty: 5717.252930
	Iteration 93Q: 3 clusters Score -9999176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 100818 members 
Entering Unmasked Estep 
Score: -9999191.000000 Penalty: 5717.252930
	Iteration 94Q: 3 clusters Score -9999191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 100825 members 
Entering Unmasked Estep 
Score: -9999184.000000 Penalty: 5717.252930
	Iteration 95Q: 3 clusters Score -9999184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 100831 members 
Entering Unmasked Estep 
Score: -9999190.000000 Penalty: 5717.252930
	Iteration 96Q: 3 clusters Score -9999190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 100835 members 
Entering Unmasked Estep 
Score: -9999181.000000 Penalty: 5717.252930
	Iteration 97Q: 3 clusters Score -9999181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 100839 members 
Entering Unmasked Estep 
Score: -9999190.000000 Penalty: 5717.252930
	Iteration 98Q: 3 clusters Score -9999190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 100842 members 
Entering Unmasked Estep 
Score: -9999192.000000 Penalty: 5717.252930
	Iteration 99Q: 3 clusters Score -9999192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 100844 members 
Entering Unmasked Estep 
Score: -9999195.000000 Penalty: 5717.252930
	Iteration 100F: 3 clusters Score -9999195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 100847 members 
Entering Unmasked Estep 
Score: -9999206.000000 Penalty: 5717.252930
	Iteration 101Q: 3 clusters Score -9999206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 100849 members 
Entering Unmasked Estep 
Score: -9999208.000000 Penalty: 5717.252930
	Iteration 102Q: 3 clusters Score -9999208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 100848 members 
Entering Unmasked Estep 
Score: -9999207.000000 Penalty: 5717.252930
	Iteration 103Q: 3 clusters Score -9999207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 100847 members 
Entering Unmasked Estep 
Score: -9999208.000000 Penalty: 5717.252930
	Iteration 104Q: 3 clusters Score -9999208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 100847 members 
Entering Unmasked Estep 
Score: -9999208.000000 Penalty: 5717.252930
	Iteration 105F: 3 clusters Score -9999208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Entering Unmasked Estep 
Score: -1126691.625000 Penalty: 2328.780273
	Iteration 0F: 2 clusters Score -1126692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1117753.625000 Penalty: 4657.560547
	Iteration 0F: 3 clusters Score -1117754 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1120370.375000 Penalty: 4657.560547
	Iteration 1F: 3 clusters Score -1120370 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1120668.500000 Penalty: 4657.560547
	Iteration 2F: 3 clusters Score -1120668 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1120879.750000 Penalty: 4657.560547
	Iteration 3Q: 3 clusters Score -1120880 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1121072.000000 Penalty: 4657.560547
	Iteration 4Q: 3 clusters Score -1121072 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1121221.250000 Penalty: 4657.560547
	Iteration 5Q: 3 clusters Score -1121221 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1121370.500000 Penalty: 4657.560547
	Iteration 6Q: 3 clusters Score -1121370 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1121515.375000 Penalty: 4657.560547
	Iteration 7Q: 3 clusters Score -1121515 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1121665.750000 Penalty: 4657.560547
	Iteration 8Q: 3 clusters Score -1121666 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1121835.500000 Penalty: 4657.560547
	Iteration 9Q: 3 clusters Score -1121836 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1122053.625000 Penalty: 4657.560547
	Iteration 10Q: 3 clusters Score -1122054 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1122319.875000 Penalty: 4657.560547
	Iteration 11Q: 3 clusters Score -1122320 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1122645.000000 Penalty: 4657.560547
	Iteration 12Q: 3 clusters Score -1122645 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1123044.250000 Penalty: 4657.560547
	Iteration 13Q: 3 clusters Score -1123044 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1123461.250000 Penalty: 4657.560547
	Iteration 14Q: 3 clusters Score -1123461 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1123817.125000 Penalty: 4657.560547
	Iteration 15Q: 3 clusters Score -1123817 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1124097.500000 Penalty: 4657.560547
	Iteration 16Q: 3 clusters Score -1124098 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1124289.875000 Penalty: 4657.560547
	Iteration 17Q: 3 clusters Score -1124290 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1124436.500000 Penalty: 4657.560547
	Iteration 18Q: 3 clusters Score -1124436 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1124531.625000 Penalty: 4657.560547
	Iteration 19Q: 3 clusters Score -1124532 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1124599.875000 Penalty: 4657.560547
	Iteration 20F: 3 clusters Score -1124600 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1124669.125000 Penalty: 4657.560547
	Iteration 21Q: 3 clusters Score -1124669 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1124715.625000 Penalty: 4657.560547
	Iteration 22Q: 3 clusters Score -1124716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1124757.625000 Penalty: 4657.560547
	Iteration 23Q: 3 clusters Score -1124758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1124780.000000 Penalty: 4657.560547
	Iteration 24Q: 3 clusters Score -1124780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1124801.750000 Penalty: 4657.560547
	Iteration 25Q: 3 clusters Score -1124802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1124820.000000 Penalty: 4657.560547
	Iteration 26Q: 3 clusters Score -1124820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1124830.625000 Penalty: 4657.560547
	Iteration 27Q: 3 clusters Score -1124831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1124843.000000 Penalty: 4657.560547
	Iteration 28Q: 3 clusters Score -1124843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1124852.375000 Penalty: 4657.560547
	Iteration 29Q: 3 clusters Score -1124852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1124862.750000 Penalty: 4657.560547
	Iteration 30Q: 3 clusters Score -1124863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1124874.250000 Penalty: 4657.560547
	Iteration 31Q: 3 clusters Score -1124874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1124877.250000 Penalty: 4657.560547
	Iteration 32Q: 3 clusters Score -1124877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1124884.250000 Penalty: 4657.560547
	Iteration 33Q: 3 clusters Score -1124884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1124893.250000 Penalty: 4657.560547
	Iteration 34Q: 3 clusters Score -1124893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1124897.000000 Penalty: 4657.560547
	Iteration 35Q: 3 clusters Score -1124897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1124902.625000 Penalty: 4657.560547
	Iteration 36Q: 3 clusters Score -1124903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1124906.500000 Penalty: 4657.560547
	Iteration 37Q: 3 clusters Score -1124906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1124911.000000 Penalty: 4657.560547
	Iteration 38Q: 3 clusters Score -1124911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1124914.125000 Penalty: 4657.560547
	Iteration 39Q: 3 clusters Score -1124914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1124920.125000 Penalty: 4657.560547
	Iteration 40F: 3 clusters Score -1124920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1124928.250000 Penalty: 4657.560547
	Iteration 41Q: 3 clusters Score -1124928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1124936.875000 Penalty: 4657.560547
	Iteration 42Q: 3 clusters Score -1124937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1124945.000000 Penalty: 4657.560547
	Iteration 43Q: 3 clusters Score -1124945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1124953.750000 Penalty: 4657.560547
	Iteration 44Q: 3 clusters Score -1124954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1124953.875000 Penalty: 4657.560547
	Iteration 45Q: 3 clusters Score -1124954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1124955.875000 Penalty: 4657.560547
	Iteration 46Q: 3 clusters Score -1124956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1124956.375000 Penalty: 4657.560547
	Iteration 47Q: 3 clusters Score -1124956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1124956.500000 Penalty: 4657.560547
	Iteration 48Q: 3 clusters Score -1124956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1124956.875000 Penalty: 4657.560547
	Iteration 49Q: 3 clusters Score -1124957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1124958.125000 Penalty: 4657.560547
	Iteration 50Q: 3 clusters Score -1124958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1124958.125000 Penalty: 4657.560547
	Iteration 51F: 3 clusters Score -1124958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Entering Unmasked Estep 
Score: -797162.437500 Penalty: 2229.041748
	Iteration 0F: 2 clusters Score -797162.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -790770.562500 Penalty: 4458.083496
	Iteration 0F: 3 clusters Score -790770.6 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -792434.937500 Penalty: 4458.083496
	Iteration 1F: 3 clusters Score -792434.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -792676.375000 Penalty: 4458.083496
	Iteration 2F: 3 clusters Score -792676.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -792815.500000 Penalty: 4458.083496
	Iteration 3Q: 3 clusters Score -792815.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -792915.250000 Penalty: 4458.083496
	Iteration 4Q: 3 clusters Score -792915.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -793006.000000 Penalty: 4458.083496
	Iteration 5Q: 3 clusters Score -793006 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -793075.625000 Penalty: 4458.083496
	Iteration 6Q: 3 clusters Score -793075.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -793136.125000 Penalty: 4458.083496
	Iteration 7Q: 3 clusters Score -793136.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -793177.500000 Penalty: 4458.083496
	Iteration 8Q: 3 clusters Score -793177.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -793215.875000 Penalty: 4458.083496
	Iteration 9Q: 3 clusters Score -793215.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -793255.687500 Penalty: 4458.083496
	Iteration 10Q: 3 clusters Score -793255.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -793292.187500 Penalty: 4458.083496
	Iteration 11Q: 3 clusters Score -793292.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -793338.687500 Penalty: 4458.083496
	Iteration 12Q: 3 clusters Score -793338.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -793387.562500 Penalty: 4458.083496
	Iteration 13Q: 3 clusters Score -793387.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -793441.312500 Penalty: 4458.083496
	Iteration 14Q: 3 clusters Score -793441.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -793516.062500 Penalty: 4458.083496
	Iteration 15Q: 3 clusters Score -793516.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -793615.000000 Penalty: 4458.083496
	Iteration 16Q: 3 clusters Score -793615 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -793744.062500 Penalty: 4458.083496
	Iteration 17Q: 3 clusters Score -793744.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -793883.250000 Penalty: 4458.083496
	Iteration 18Q: 3 clusters Score -793883.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -794043.062500 Penalty: 4458.083496
	Iteration 19Q: 3 clusters Score -794043.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -794209.687500 Penalty: 4458.083496
	Iteration 20F: 3 clusters Score -794209.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -794374.437500 Penalty: 4458.083496
	Iteration 21Q: 3 clusters Score -794374.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -794537.937500 Penalty: 4458.083496
	Iteration 22Q: 3 clusters Score -794537.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -794704.812500 Penalty: 4458.083496
	Iteration 23Q: 3 clusters Score -794704.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -794856.062500 Penalty: 4458.083496
	Iteration 24Q: 3 clusters Score -794856.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -794981.250000 Penalty: 4458.083496
	Iteration 25Q: 3 clusters Score -794981.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -795071.375000 Penalty: 4458.083496
	Iteration 26Q: 3 clusters Score -795071.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -795133.937500 Penalty: 4458.083496
	Iteration 27Q: 3 clusters Score -795133.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -795184.625000 Penalty: 4458.083496
	Iteration 28Q: 3 clusters Score -795184.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -795224.000000 Penalty: 4458.083496
	Iteration 29Q: 3 clusters Score -795224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -795247.125000 Penalty: 4458.083496
	Iteration 30Q: 3 clusters Score -795247.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -795260.562500 Penalty: 4458.083496
	Iteration 31Q: 3 clusters Score -795260.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -795271.187500 Penalty: 4458.083496
	Iteration 32Q: 3 clusters Score -795271.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -795282.437500 Penalty: 4458.083496
	Iteration 33Q: 3 clusters Score -795282.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -795288.562500 Penalty: 4458.083496
	Iteration 34Q: 3 clusters Score -795288.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -795301.750000 Penalty: 4458.083496
	Iteration 35Q: 3 clusters Score -795301.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -795309.312500 Penalty: 4458.083496
	Iteration 36Q: 3 clusters Score -795309.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -795315.875000 Penalty: 4458.083496
	Iteration 37Q: 3 clusters Score -795315.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -795320.500000 Penalty: 4458.083496
	Iteration 38Q: 3 clusters Score -795320.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -795327.625000 Penalty: 4458.083496
	Iteration 39Q: 3 clusters Score -795327.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -795336.000000 Penalty: 4458.083496
	Iteration 40F: 3 clusters Score -795336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -795341.687500 Penalty: 4458.083496
	Iteration 41Q: 3 clusters Score -795341.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -795345.625000 Penalty: 4458.083496
	Iteration 42Q: 3 clusters Score -795345.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -795347.437500 Penalty: 4458.083496
	Iteration 43Q: 3 clusters Score -795347.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -795351.500000 Penalty: 4458.083496
	Iteration 44Q: 3 clusters Score -795351.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -795355.250000 Penalty: 4458.083496
	Iteration 45Q: 3 clusters Score -795355.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -795357.625000 Penalty: 4458.083496
	Iteration 46Q: 3 clusters Score -795357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -795358.812500 Penalty: 4458.083496
	Iteration 47Q: 3 clusters Score -795358.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -795360.312500 Penalty: 4458.083496
	Iteration 48Q: 3 clusters Score -795360.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -795361.000000 Penalty: 4458.083496
	Iteration 49Q: 3 clusters Score -795361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -795361.000000 Penalty: 4458.083496
	Iteration 50F: 3 clusters Score -795361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -178820.781250 Penalty: 1891.630981
	Iteration 0F: 2 clusters Score -178820.8 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 1008 members 
Entering Unmasked Estep 
Score: -176242.843750 Penalty: 3783.261963
	Iteration 0F: 3 clusters Score -176242.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -176785.328125 Penalty: 3783.261963
	Iteration 1F: 3 clusters Score -176785.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -176968.828125 Penalty: 3783.261963
	Iteration 2F: 3 clusters Score -176968.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -177090.000000 Penalty: 3783.261963
	Iteration 3F: 3 clusters Score -177090 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -177218.593750 Penalty: 3783.261963
	Iteration 4Q: 3 clusters Score -177218.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -177359.140625 Penalty: 3783.261963
	Iteration 5Q: 3 clusters Score -177359.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -177461.640625 Penalty: 3783.261963
	Iteration 6Q: 3 clusters Score -177461.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -177535.890625 Penalty: 3783.261963
	Iteration 7Q: 3 clusters Score -177535.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -177577.484375 Penalty: 3783.261963
	Iteration 8Q: 3 clusters Score -177577.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -177600.453125 Penalty: 3783.261963
	Iteration 9Q: 3 clusters Score -177600.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -177621.078125 Penalty: 3783.261963
	Iteration 10Q: 3 clusters Score -177621.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -177636.484375 Penalty: 3783.261963
	Iteration 11Q: 3 clusters Score -177636.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -177648.984375 Penalty: 3783.261963
	Iteration 12Q: 3 clusters Score -177649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -177655.296875 Penalty: 3783.261963
	Iteration 13Q: 3 clusters Score -177655.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -177660.671875 Penalty: 3783.261963
	Iteration 14Q: 3 clusters Score -177660.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -177669.046875 Penalty: 3783.261963
	Iteration 15Q: 3 clusters Score -177669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -177672.687500 Penalty: 3783.261963
	Iteration 16Q: 3 clusters Score -177672.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -177673.625000 Penalty: 3783.261963
	Iteration 17Q: 3 clusters Score -177673.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -177675.609375 Penalty: 3783.261963
	Iteration 18Q: 3 clusters Score -177675.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -177678.546875 Penalty: 3783.261963
	Iteration 19Q: 3 clusters Score -177678.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -177679.281250 Penalty: 3783.261963
	Iteration 20F: 3 clusters Score -177679.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Entering Unmasked Estep 
Score: -382863.218750 Penalty: 2095.065186
	Iteration 0F: 2 clusters Score -382863.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -378539.156250 Penalty: 4190.130371
	Iteration 0F: 3 clusters Score -378539.2 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -379734.375000 Penalty: 4190.130371
	Iteration 1F: 3 clusters Score -379734.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -380059.312500 Penalty: 4190.130371
	Iteration 2F: 3 clusters Score -380059.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -380344.781250 Penalty: 4190.130371
	Iteration 3F: 3 clusters Score -380344.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -380660.031250 Penalty: 4190.130371
	Iteration 4F: 3 clusters Score -380660 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -380946.312500 Penalty: 4190.130371
	Iteration 5F: 3 clusters Score -380946.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -381184.031250 Penalty: 4190.130371
	Iteration 6F: 3 clusters Score -381184 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -381387.187500 Penalty: 4190.130371
	Iteration 7Q: 3 clusters Score -381387.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -381548.437500 Penalty: 4190.130371
	Iteration 8Q: 3 clusters Score -381548.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -381686.531250 Penalty: 4190.130371
	Iteration 9Q: 3 clusters Score -381686.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -381813.062500 Penalty: 4190.130371
	Iteration 10Q: 3 clusters Score -381813.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -381904.500000 Penalty: 4190.130371
	Iteration 11Q: 3 clusters Score -381904.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -381963.218750 Penalty: 4190.130371
	Iteration 12Q: 3 clusters Score -381963.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -381999.093750 Penalty: 4190.130371
	Iteration 13Q: 3 clusters Score -381999.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -382029.718750 Penalty: 4190.130371
	Iteration 14Q: 3 clusters Score -382029.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -382050.406250 Penalty: 4190.130371
	Iteration 15Q: 3 clusters Score -382050.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -382060.875000 Penalty: 4190.130371
	Iteration 16Q: 3 clusters Score -382060.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -382070.812500 Penalty: 4190.130371
	Iteration 17Q: 3 clusters Score -382070.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -382077.093750 Penalty: 4190.130371
	Iteration 18Q: 3 clusters Score -382077.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -382079.750000 Penalty: 4190.130371
	Iteration 19Q: 3 clusters Score -382079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -382079.906250 Penalty: 4190.130371
	Iteration 20F: 3 clusters Score -382079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -382080.156250 Penalty: 4190.130371
	Iteration 21Q: 3 clusters Score -382080.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -382080.156250 Penalty: 4190.130371
	Iteration 22F: 3 clusters Score -382080.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -1474007.250000 Penalty: 2393.490723
	Iteration 0F: 2 clusters Score -1474007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1462842.625000 Penalty: 4786.981445
	Iteration 0F: 3 clusters Score -1462843 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1466416.500000 Penalty: 4786.981445
	Iteration 1F: 3 clusters Score -1466416 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1466938.875000 Penalty: 4786.981445
	Iteration 2F: 3 clusters Score -1466939 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1467428.750000 Penalty: 4786.981445
	Iteration 3F: 3 clusters Score -1467429 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1467964.375000 Penalty: 4786.981445
	Iteration 4F: 3 clusters Score -1467964 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1468586.125000 Penalty: 4786.981445
	Iteration 5F: 3 clusters Score -1468586 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1469333.625000 Penalty: 4786.981445
	Iteration 6F: 3 clusters Score -1469334 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1470112.250000 Penalty: 4786.981445
	Iteration 7F: 3 clusters Score -1470112 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1470748.750000 Penalty: 4786.981445
	Iteration 8F: 3 clusters Score -1470749 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1471168.625000 Penalty: 4786.981445
	Iteration 9Q: 3 clusters Score -1471169 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1471470.375000 Penalty: 4786.981445
	Iteration 10Q: 3 clusters Score -1471470 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1471666.875000 Penalty: 4786.981445
	Iteration 11Q: 3 clusters Score -1471667 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1471808.250000 Penalty: 4786.981445
	Iteration 12Q: 3 clusters Score -1471808 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1471942.875000 Penalty: 4786.981445
	Iteration 13Q: 3 clusters Score -1471943 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1472052.375000 Penalty: 4786.981445
	Iteration 14Q: 3 clusters Score -1472052 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1472148.750000 Penalty: 4786.981445
	Iteration 15Q: 3 clusters Score -1472149 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1472253.750000 Penalty: 4786.981445
	Iteration 16Q: 3 clusters Score -1472254 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1472331.125000 Penalty: 4786.981445
	Iteration 17Q: 3 clusters Score -1472331 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1472402.500000 Penalty: 4786.981445
	Iteration 18Q: 3 clusters Score -1472402 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1472457.875000 Penalty: 4786.981445
	Iteration 19Q: 3 clusters Score -1472458 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1472501.875000 Penalty: 4786.981445
	Iteration 20F: 3 clusters Score -1472502 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1472556.625000 Penalty: 4786.981445
	Iteration 21Q: 3 clusters Score -1472557 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1472606.750000 Penalty: 4786.981445
	Iteration 22Q: 3 clusters Score -1472607 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1472645.625000 Penalty: 4786.981445
	Iteration 23Q: 3 clusters Score -1472646 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1472680.375000 Penalty: 4786.981445
	Iteration 24Q: 3 clusters Score -1472680 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1472713.750000 Penalty: 4786.981445
	Iteration 25Q: 3 clusters Score -1472714 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1472730.000000 Penalty: 4786.981445
	Iteration 26Q: 3 clusters Score -1472730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1472741.000000 Penalty: 4786.981445
	Iteration 27Q: 3 clusters Score -1472741 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1472748.250000 Penalty: 4786.981445
	Iteration 28Q: 3 clusters Score -1472748 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1472766.625000 Penalty: 4786.981445
	Iteration 29Q: 3 clusters Score -1472767 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1472775.375000 Penalty: 4786.981445
	Iteration 30Q: 3 clusters Score -1472775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1472783.375000 Penalty: 4786.981445
	Iteration 31Q: 3 clusters Score -1472783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1472791.875000 Penalty: 4786.981445
	Iteration 32Q: 3 clusters Score -1472792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1472796.375000 Penalty: 4786.981445
	Iteration 33Q: 3 clusters Score -1472796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1472806.125000 Penalty: 4786.981445
	Iteration 34Q: 3 clusters Score -1472806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1472806.500000 Penalty: 4786.981445
	Iteration 35Q: 3 clusters Score -1472806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1472808.625000 Penalty: 4786.981445
	Iteration 36Q: 3 clusters Score -1472809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1472812.875000 Penalty: 4786.981445
	Iteration 37Q: 3 clusters Score -1472813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1472814.125000 Penalty: 4786.981445
	Iteration 38Q: 3 clusters Score -1472814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1472819.250000 Penalty: 4786.981445
	Iteration 39Q: 3 clusters Score -1472819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1472822.875000 Penalty: 4786.981445
	Iteration 40F: 3 clusters Score -1472823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1472823.750000 Penalty: 4786.981445
	Iteration 41Q: 3 clusters Score -1472824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1472825.250000 Penalty: 4786.981445
	Iteration 42Q: 3 clusters Score -1472825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1472825.375000 Penalty: 4786.981445
	Iteration 43Q: 3 clusters Score -1472825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1472830.375000 Penalty: 4786.981445
	Iteration 44Q: 3 clusters Score -1472830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1472831.125000 Penalty: 4786.981445
	Iteration 45Q: 3 clusters Score -1472831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1472830.000000 Penalty: 4786.981445
	Iteration 46Q: 3 clusters Score -1472830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1472836.000000 Penalty: 4786.981445
	Iteration 47Q: 3 clusters Score -1472836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1472836.625000 Penalty: 4786.981445
	Iteration 48Q: 3 clusters Score -1472837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1472837.000000 Penalty: 4786.981445
	Iteration 49Q: 3 clusters Score -1472837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1472837.500000 Penalty: 4786.981445
	Iteration 50Q: 3 clusters Score -1472838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1472837.875000 Penalty: 4786.981445
	Iteration 51Q: 3 clusters Score -1472838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1472840.750000 Penalty: 4786.981445
	Iteration 52Q: 3 clusters Score -1472841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1472840.250000 Penalty: 4786.981445
	Iteration 53Q: 3 clusters Score -1472840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1472844.125000 Penalty: 4786.981445
	Iteration 54Q: 3 clusters Score -1472844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1472846.625000 Penalty: 4786.981445
	Iteration 55Q: 3 clusters Score -1472847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1472849.625000 Penalty: 4786.981445
	Iteration 56Q: 3 clusters Score -1472850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1472848.250000 Penalty: 4786.981445
	Iteration 57Q: 3 clusters Score -1472848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1472852.000000 Penalty: 4786.981445
	Iteration 58Q: 3 clusters Score -1472852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1472847.625000 Penalty: 4786.981445
	Iteration 59Q: 3 clusters Score -1472848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1472849.375000 Penalty: 4786.981445
	Iteration 60F: 3 clusters Score -1472849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1472850.125000 Penalty: 4786.981445
	Iteration 61Q: 3 clusters Score -1472850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1472849.375000 Penalty: 4786.981445
	Iteration 62Q: 3 clusters Score -1472849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1472848.750000 Penalty: 4786.981445
	Iteration 63Q: 3 clusters Score -1472849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1472849.750000 Penalty: 4786.981445
	Iteration 64Q: 3 clusters Score -1472850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1472849.750000 Penalty: 4786.981445
	Iteration 65F: 3 clusters Score -1472850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Entering Unmasked Estep 
Score: -3348894.000000 Penalty: 2611.118408
	Iteration 0F: 2 clusters Score -3348894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -3323601.500000 Penalty: 5222.236816
	Iteration 0F: 3 clusters Score -3323602 nChanged 16970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -3333527.750000 Penalty: 5222.236816
	Iteration 1F: 3 clusters Score -3333528 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -3334580.500000 Penalty: 5222.236816
	Iteration 2F: 3 clusters Score -3334580 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -3335688.000000 Penalty: 5222.236816
	Iteration 3F: 3 clusters Score -3335688 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -3336728.000000 Penalty: 5222.236816
	Iteration 4F: 3 clusters Score -3336728 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -3337609.000000 Penalty: 5222.236816
	Iteration 5F: 3 clusters Score -3337609 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -3338333.500000 Penalty: 5222.236816
	Iteration 6Q: 3 clusters Score -3338334 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -3338905.000000 Penalty: 5222.236816
	Iteration 7Q: 3 clusters Score -3338905 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -3339404.000000 Penalty: 5222.236816
	Iteration 8Q: 3 clusters Score -3339404 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -3339856.000000 Penalty: 5222.236816
	Iteration 9Q: 3 clusters Score -3339856 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3340321.750000 Penalty: 5222.236816
	Iteration 10Q: 3 clusters Score -3340322 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3340809.500000 Penalty: 5222.236816
	Iteration 11Q: 3 clusters Score -3340810 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -3341224.250000 Penalty: 5222.236816
	Iteration 12Q: 3 clusters Score -3341224 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -3341644.750000 Penalty: 5222.236816
	Iteration 13Q: 3 clusters Score -3341645 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -3341939.250000 Penalty: 5222.236816
	Iteration 14Q: 3 clusters Score -3341939 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3342234.500000 Penalty: 5222.236816
	Iteration 15Q: 3 clusters Score -3342234 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3342466.000000 Penalty: 5222.236816
	Iteration 16Q: 3 clusters Score -3342466 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3342689.250000 Penalty: 5222.236816
	Iteration 17Q: 3 clusters Score -3342689 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3342897.000000 Penalty: 5222.236816
	Iteration 18Q: 3 clusters Score -3342897 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3343104.250000 Penalty: 5222.236816
	Iteration 19Q: 3 clusters Score -3343104 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -3343336.500000 Penalty: 5222.236816
	Iteration 20F: 3 clusters Score -3343336 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3343660.250000 Penalty: 5222.236816
	Iteration 21Q: 3 clusters Score -3343660 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3344127.250000 Penalty: 5222.236816
	Iteration 22Q: 3 clusters Score -3344127 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -3344702.750000 Penalty: 5222.236816
	Iteration 23Q: 3 clusters Score -3344703 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3345360.250000 Penalty: 5222.236816
	Iteration 24Q: 3 clusters Score -3345360 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -3345931.500000 Penalty: 5222.236816
	Iteration 25Q: 3 clusters Score -3345932 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3346279.750000 Penalty: 5222.236816
	Iteration 26Q: 3 clusters Score -3346280 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -3346482.500000 Penalty: 5222.236816
	Iteration 27Q: 3 clusters Score -3346482 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3346595.250000 Penalty: 5222.236816
	Iteration 28Q: 3 clusters Score -3346595 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -3346685.500000 Penalty: 5222.236816
	Iteration 29Q: 3 clusters Score -3346686 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -3346749.750000 Penalty: 5222.236816
	Iteration 30Q: 3 clusters Score -3346750 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -3346791.500000 Penalty: 5222.236816
	Iteration 31Q: 3 clusters Score -3346792 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -3346845.500000 Penalty: 5222.236816
	Iteration 32Q: 3 clusters Score -3346846 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -3346889.750000 Penalty: 5222.236816
	Iteration 33Q: 3 clusters Score -3346890 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3346899.500000 Penalty: 5222.236816
	Iteration 34Q: 3 clusters Score -3346900 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3346909.000000 Penalty: 5222.236816
	Iteration 35Q: 3 clusters Score -3346909 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -3346923.750000 Penalty: 5222.236816
	Iteration 36Q: 3 clusters Score -3346924 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3346954.250000 Penalty: 5222.236816
	Iteration 37Q: 3 clusters Score -3346954 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3346979.250000 Penalty: 5222.236816
	Iteration 38Q: 3 clusters Score -3346979 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -3347005.750000 Penalty: 5222.236816
	Iteration 39Q: 3 clusters Score -3347006 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -3347036.750000 Penalty: 5222.236816
	Iteration 40F: 3 clusters Score -3347037 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -3347049.500000 Penalty: 5222.236816
	Iteration 41Q: 3 clusters Score -3347050 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -3347056.250000 Penalty: 5222.236816
	Iteration 42Q: 3 clusters Score -3347056 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -3347078.250000 Penalty: 5222.236816
	Iteration 43Q: 3 clusters Score -3347078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3347082.250000 Penalty: 5222.236816
	Iteration 44Q: 3 clusters Score -3347082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -3347090.250000 Penalty: 5222.236816
	Iteration 45Q: 3 clusters Score -3347090 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3347102.750000 Penalty: 5222.236816
	Iteration 46Q: 3 clusters Score -3347103 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -3347116.500000 Penalty: 5222.236816
	Iteration 47Q: 3 clusters Score -3347116 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3347118.250000 Penalty: 5222.236816
	Iteration 48Q: 3 clusters Score -3347118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3347121.000000 Penalty: 5222.236816
	Iteration 49Q: 3 clusters Score -3347121 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -3347139.500000 Penalty: 5222.236816
	Iteration 50Q: 3 clusters Score -3347140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3347151.750000 Penalty: 5222.236816
	Iteration 51Q: 3 clusters Score -3347152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -3347161.500000 Penalty: 5222.236816
	Iteration 52Q: 3 clusters Score -3347162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3347165.500000 Penalty: 5222.236816
	Iteration 53Q: 3 clusters Score -3347166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -3347171.750000 Penalty: 5222.236816
	Iteration 54Q: 3 clusters Score -3347172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -3347184.750000 Penalty: 5222.236816
	Iteration 55Q: 3 clusters Score -3347185 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -3347184.750000 Penalty: 5222.236816
	Iteration 56Q: 3 clusters Score -3347185 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3347193.500000 Penalty: 5222.236816
	Iteration 57Q: 3 clusters Score -3347194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -3347206.500000 Penalty: 5222.236816
	Iteration 58Q: 3 clusters Score -3347206 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3347217.750000 Penalty: 5222.236816
	Iteration 59Q: 3 clusters Score -3347218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3347235.750000 Penalty: 5222.236816
	Iteration 60F: 3 clusters Score -3347236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -3347245.250000 Penalty: 5222.236816
	Iteration 61Q: 3 clusters Score -3347245 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -3347235.000000 Penalty: 5222.236816
	Iteration 62Q: 3 clusters Score -3347235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -3347239.750000 Penalty: 5222.236816
	Iteration 63Q: 3 clusters Score -3347240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -3347238.250000 Penalty: 5222.236816
	Iteration 64Q: 3 clusters Score -3347238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -3347249.250000 Penalty: 5222.236816
	Iteration 65Q: 3 clusters Score -3347249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -3347251.500000 Penalty: 5222.236816
	Iteration 66Q: 3 clusters Score -3347252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3347249.000000 Penalty: 5222.236816
	Iteration 67Q: 3 clusters Score -3347249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -3347256.250000 Penalty: 5222.236816
	Iteration 68Q: 3 clusters Score -3347256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -3347250.250000 Penalty: 5222.236816
	Iteration 69Q: 3 clusters Score -3347250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -3347253.500000 Penalty: 5222.236816
	Iteration 70Q: 3 clusters Score -3347254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -3347255.500000 Penalty: 5222.236816
	Iteration 71Q: 3 clusters Score -3347256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -3347252.250000 Penalty: 5222.236816
	Iteration 72Q: 3 clusters Score -3347252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -3347254.000000 Penalty: 5222.236816
	Iteration 73Q: 3 clusters Score -3347254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3347251.750000 Penalty: 5222.236816
	Iteration 74Q: 3 clusters Score -3347252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -3347254.250000 Penalty: 5222.236816
	Iteration 75Q: 3 clusters Score -3347254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -3347263.750000 Penalty: 5222.236816
	Iteration 76Q: 3 clusters Score -3347264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -3347259.250000 Penalty: 5222.236816
	Iteration 77Q: 3 clusters Score -3347259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -3347258.000000 Penalty: 5222.236816
	Iteration 78Q: 3 clusters Score -3347258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3347268.750000 Penalty: 5222.236816
	Iteration 79Q: 3 clusters Score -3347269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -3347263.750000 Penalty: 5222.236816
	Iteration 80F: 3 clusters Score -3347264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3347264.500000 Penalty: 5222.236816
	Iteration 81Q: 3 clusters Score -3347264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3347263.000000 Penalty: 5222.236816
	Iteration 82Q: 3 clusters Score -3347263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3347267.500000 Penalty: 5222.236816
	Iteration 83Q: 3 clusters Score -3347268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -3347264.500000 Penalty: 5222.236816
	Iteration 84Q: 3 clusters Score -3347264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -3347279.000000 Penalty: 5222.236816
	Iteration 85Q: 3 clusters Score -3347279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3347283.250000 Penalty: 5222.236816
	Iteration 86Q: 3 clusters Score -3347283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -3347286.000000 Penalty: 5222.236816
	Iteration 87Q: 3 clusters Score -3347286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -3347291.500000 Penalty: 5222.236816
	Iteration 88Q: 3 clusters Score -3347292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -3347297.750000 Penalty: 5222.236816
	Iteration 89Q: 3 clusters Score -3347298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -3347300.250000 Penalty: 5222.236816
	Iteration 90Q: 3 clusters Score -3347300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -3347300.250000 Penalty: 5222.236816
	Iteration 91Q: 3 clusters Score -3347300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -3347307.750000 Penalty: 5222.236816
	Iteration 92Q: 3 clusters Score -3347308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3347311.000000 Penalty: 5222.236816
	Iteration 93Q: 3 clusters Score -3347311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -3347307.500000 Penalty: 5222.236816
	Iteration 94Q: 3 clusters Score -3347308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3347312.500000 Penalty: 5222.236816
	Iteration 95Q: 3 clusters Score -3347312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -3347316.500000 Penalty: 5222.236816
	Iteration 96Q: 3 clusters Score -3347316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -3347319.250000 Penalty: 5222.236816
	Iteration 97Q: 3 clusters Score -3347319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -3347318.750000 Penalty: 5222.236816
	Iteration 98Q: 3 clusters Score -3347319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -3347322.000000 Penalty: 5222.236816
	Iteration 99Q: 3 clusters Score -3347322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -3347337.000000 Penalty: 5222.236816
	Iteration 100F: 3 clusters Score -3347337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -3347333.750000 Penalty: 5222.236816
	Iteration 101Q: 3 clusters Score -3347334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3347343.250000 Penalty: 5222.236816
	Iteration 102Q: 3 clusters Score -3347343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -3347341.500000 Penalty: 5222.236816
	Iteration 103Q: 3 clusters Score -3347342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -3347347.000000 Penalty: 5222.236816
	Iteration 104Q: 3 clusters Score -3347347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -3347337.250000 Penalty: 5222.236816
	Iteration 105Q: 3 clusters Score -3347337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3347341.500000 Penalty: 5222.236816
	Iteration 106Q: 3 clusters Score -3347342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3347349.750000 Penalty: 5222.236816
	Iteration 107Q: 3 clusters Score -3347350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -3347351.500000 Penalty: 5222.236816
	Iteration 108Q: 3 clusters Score -3347352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -3347354.000000 Penalty: 5222.236816
	Iteration 109Q: 3 clusters Score -3347354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -3347356.000000 Penalty: 5222.236816
	Iteration 110Q: 3 clusters Score -3347356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -3347361.250000 Penalty: 5222.236816
	Iteration 111Q: 3 clusters Score -3347361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3347362.250000 Penalty: 5222.236816
	Iteration 112Q: 3 clusters Score -3347362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3347369.000000 Penalty: 5222.236816
	Iteration 113Q: 3 clusters Score -3347369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -3347366.000000 Penalty: 5222.236816
	Iteration 114Q: 3 clusters Score -3347366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -3347368.500000 Penalty: 5222.236816
	Iteration 115Q: 3 clusters Score -3347368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -3347372.000000 Penalty: 5222.236816
	Iteration 116Q: 3 clusters Score -3347372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
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Entering Unmasked Estep 
Score: -3347361.250000 Penalty: 5222.236816
	Iteration 117Q: 3 clusters Score -3347361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -3347371.000000 Penalty: 5222.236816
	Iteration 118Q: 3 clusters Score -3347371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
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Entering Unmasked Estep 
Score: -3347373.250000 Penalty: 5222.236816
	Iteration 119Q: 3 clusters Score -3347373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -3347370.500000 Penalty: 5222.236816
	Iteration 120F: 3 clusters Score -3347370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3347365.500000 Penalty: 5222.236816
	Iteration 121Q: 3 clusters Score -3347366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
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Entering Unmasked Estep 
Score: -3347368.500000 Penalty: 5222.236816
	Iteration 122Q: 3 clusters Score -3347368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3347368.250000 Penalty: 5222.236816
	Iteration 123Q: 3 clusters Score -3347368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3347372.000000 Penalty: 5222.236816
	Iteration 124Q: 3 clusters Score -3347372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3347376.750000 Penalty: 5222.236816
	Iteration 125Q: 3 clusters Score -3347377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3347374.250000 Penalty: 5222.236816
	Iteration 126Q: 3 clusters Score -3347374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3347373.250000 Penalty: 5222.236816
	Iteration 127Q: 3 clusters Score -3347373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -3347379.000000 Penalty: 5222.236816
	Iteration 128Q: 3 clusters Score -3347379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3347389.000000 Penalty: 5222.236816
	Iteration 129Q: 3 clusters Score -3347389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -3347390.000000 Penalty: 5222.236816
	Iteration 130Q: 3 clusters Score -3347390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3347390.750000 Penalty: 5222.236816
	Iteration 131Q: 3 clusters Score -3347391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -3347389.250000 Penalty: 5222.236816
	Iteration 132Q: 3 clusters Score -3347389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3347398.250000 Penalty: 5222.236816
	Iteration 133Q: 3 clusters Score -3347398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -3347401.750000 Penalty: 5222.236816
	Iteration 134Q: 3 clusters Score -3347402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3347407.000000 Penalty: 5222.236816
	Iteration 135Q: 3 clusters Score -3347407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3347406.500000 Penalty: 5222.236816
	Iteration 136Q: 3 clusters Score -3347406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3347403.750000 Penalty: 5222.236816
	Iteration 137Q: 3 clusters Score -3347404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3347405.500000 Penalty: 5222.236816
	Iteration 138Q: 3 clusters Score -3347406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -3347411.750000 Penalty: 5222.236816
	Iteration 139Q: 3 clusters Score -3347412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -3347418.000000 Penalty: 5222.236816
	Iteration 140F: 3 clusters Score -3347418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -3347421.000000 Penalty: 5222.236816
	Iteration 141Q: 3 clusters Score -3347421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3347416.000000 Penalty: 5222.236816
	Iteration 142Q: 3 clusters Score -3347416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3347416.000000 Penalty: 5222.236816
	Iteration 143Q: 3 clusters Score -3347416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3347416.000000 Penalty: 5222.236816
	Iteration 144Q: 3 clusters Score -3347416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -3347422.750000 Penalty: 5222.236816
	Iteration 145Q: 3 clusters Score -3347423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3347420.250000 Penalty: 5222.236816
	Iteration 146Q: 3 clusters Score -3347420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3347423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -3347425.000000 Penalty: 5222.236816
	Iteration 148Q: 3 clusters Score -3347425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3347427.250000 Penalty: 5222.236816
	Iteration 149Q: 3 clusters Score -3347427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -3347429.750000 Penalty: 5222.236816
	Iteration 150Q: 3 clusters Score -3347430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -3347431.000000 Penalty: 5222.236816
	Iteration 151Q: 3 clusters Score -3347431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3347430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3347434.500000 Penalty: 5222.236816
	Iteration 153Q: 3 clusters Score -3347434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3347433.750000 Penalty: 5222.236816
	Iteration 154Q: 3 clusters Score -3347434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3347438.500000 Penalty: 5222.236816
	Iteration 155Q: 3 clusters Score -3347438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3347440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3347441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3347446.000000 Penalty: 5222.236816
	Iteration 158Q: 3 clusters Score -3347446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3347450.750000 Penalty: 5222.236816
	Iteration 159Q: 3 clusters Score -3347451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3347457.500000 Penalty: 5222.236816
	Iteration 160F: 3 clusters Score -3347458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3347452.250000 Penalty: 5222.236816
	Iteration 161Q: 3 clusters Score -3347452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3347462.750000 Penalty: 5222.236816
	Iteration 162Q: 3 clusters Score -3347463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -3347477.250000 Penalty: 5222.236816
	Iteration 163Q: 3 clusters Score -3347477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3347479.250000 Penalty: 5222.236816
	Iteration 164Q: 3 clusters Score -3347479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3347481.000000 Penalty: 5222.236816
	Iteration 165Q: 3 clusters Score -3347481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3347477.500000 Penalty: 5222.236816
	Iteration 166Q: 3 clusters Score -3347478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3347487.250000 Penalty: 5222.236816
	Iteration 167Q: 3 clusters Score -3347487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -3347486.500000 Penalty: 5222.236816
	Iteration 168Q: 3 clusters Score -3347486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -3347495.000000 Penalty: 5222.236816
	Iteration 169Q: 3 clusters Score -3347495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3347492.000000 Penalty: 5222.236816
	Iteration 170Q: 3 clusters Score -3347492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3347504.000000 Penalty: 5222.236816
	Iteration 171Q: 3 clusters Score -3347504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -3347500.750000 Penalty: 5222.236816
	Iteration 172Q: 3 clusters Score -3347501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3347502.500000 Penalty: 5222.236816
	Iteration 173Q: 3 clusters Score -3347502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3347509.500000 Penalty: 5222.236816
	Iteration 174Q: 3 clusters Score -3347510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3347512.250000 Penalty: 5222.236816
	Iteration 175Q: 3 clusters Score -3347512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3347516.500000 Penalty: 5222.236816
	Iteration 176Q: 3 clusters Score -3347516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3347515.000000 Penalty: 5222.236816
	Iteration 177Q: 3 clusters Score -3347515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3347512.750000 Penalty: 5222.236816
	Iteration 178Q: 3 clusters Score -3347513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -3347517.500000 Penalty: 5222.236816
	Iteration 179Q: 3 clusters Score -3347518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3347512.750000 Penalty: 5222.236816
	Iteration 180F: 3 clusters Score -3347513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3347517.250000 Penalty: 5222.236816
	Iteration 181Q: 3 clusters Score -3347517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -3347517.250000 Penalty: 5222.236816
	Iteration 182Q: 3 clusters Score -3347517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3347519.000000 Penalty: 5222.236816
	Iteration 183Q: 3 clusters Score -3347519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3347523.500000 Penalty: 5222.236816
	Iteration 184Q: 3 clusters Score -3347524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3347522.250000 Penalty: 5222.236816
	Iteration 185Q: 3 clusters Score -3347522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3347526.250000 Penalty: 5222.236816
	Iteration 186Q: 3 clusters Score -3347526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3347525.500000 Penalty: 5222.236816
	Iteration 187Q: 3 clusters Score -3347526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3347523.250000 Penalty: 5222.236816
	Iteration 188Q: 3 clusters Score -3347523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3347541.250000 Penalty: 5222.236816
	Iteration 189Q: 3 clusters Score -3347541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3347550.250000 Penalty: 5222.236816
	Iteration 190Q: 3 clusters Score -3347550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3347552.750000 Penalty: 5222.236816
	Iteration 191Q: 3 clusters Score -3347553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3347555.000000 Penalty: 5222.236816
	Iteration 192Q: 3 clusters Score -3347555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3347563.250000 Penalty: 5222.236816
	Iteration 193Q: 3 clusters Score -3347563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3347577.250000 Penalty: 5222.236816
	Iteration 194Q: 3 clusters Score -3347577 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3347578.500000 Penalty: 5222.236816
	Iteration 195Q: 3 clusters Score -3347578 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -3347591.250000 Penalty: 5222.236816
	Iteration 196Q: 3 clusters Score -3347591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3347595.750000 Penalty: 5222.236816
	Iteration 197Q: 3 clusters Score -3347596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3347605.000000 Penalty: 5222.236816
	Iteration 198Q: 3 clusters Score -3347605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3347597.750000 Penalty: 5222.236816
	Iteration 199Q: 3 clusters Score -3347598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3347606.250000 Penalty: 5222.236816
	Iteration 200F: 3 clusters Score -3347606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -3347608.500000 Penalty: 5222.236816
	Iteration 201Q: 3 clusters Score -3347608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3347613.000000 Penalty: 5222.236816
	Iteration 202Q: 3 clusters Score -3347613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3347623.250000 Penalty: 5222.236816
	Iteration 203Q: 3 clusters Score -3347623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3347631.250000 Penalty: 5222.236816
	Iteration 204Q: 3 clusters Score -3347631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -3347638.000000 Penalty: 5222.236816
	Iteration 205Q: 3 clusters Score -3347638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3347631.750000 Penalty: 5222.236816
	Iteration 206Q: 3 clusters Score -3347632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3347634.250000 Penalty: 5222.236816
	Iteration 207Q: 3 clusters Score -3347634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3347633.000000 Penalty: 5222.236816
	Iteration 208Q: 3 clusters Score -3347633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3347639.000000 Penalty: 5222.236816
	Iteration 209Q: 3 clusters Score -3347639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3347644.500000 Penalty: 5222.236816
	Iteration 210Q: 3 clusters Score -3347644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3347647.250000 Penalty: 5222.236816
	Iteration 211Q: 3 clusters Score -3347647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3347659.500000 Penalty: 5222.236816
	Iteration 212Q: 3 clusters Score -3347660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3347652.750000 Penalty: 5222.236816
	Iteration 213Q: 3 clusters Score -3347653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3347655.250000 Penalty: 5222.236816
	Iteration 214Q: 3 clusters Score -3347655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
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Entering Unmasked Estep 
Score: -3347657.500000 Penalty: 5222.236816
	Iteration 215Q: 3 clusters Score -3347658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3347672.250000 Penalty: 5222.236816
	Iteration 216Q: 3 clusters Score -3347672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3347680.000000 Penalty: 5222.236816
	Iteration 217Q: 3 clusters Score -3347680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3347686.000000 Penalty: 5222.236816
	Iteration 218Q: 3 clusters Score -3347686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3347684.250000 Penalty: 5222.236816
	Iteration 219Q: 3 clusters Score -3347684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3347688.750000 Penalty: 5222.236816
	Iteration 220F: 3 clusters Score -3347689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3347687.500000 Penalty: 5222.236816
	Iteration 221Q: 3 clusters Score -3347688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3347683.750000 Penalty: 5222.236816
	Iteration 222Q: 3 clusters Score -3347684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3347685.750000 Penalty: 5222.236816
	Iteration 223Q: 3 clusters Score -3347686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3347686.750000 Penalty: 5222.236816
	Iteration 224Q: 3 clusters Score -3347687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3347694.000000 Penalty: 5222.236816
	Iteration 225Q: 3 clusters Score -3347694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3347692.750000 Penalty: 5222.236816
	Iteration 226Q: 3 clusters Score -3347693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3347692.750000 Penalty: 5222.236816
	Iteration 227Q: 3 clusters Score -3347693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3347706.250000 Penalty: 5222.236816
	Iteration 228Q: 3 clusters Score -3347706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3347708.750000 Penalty: 5222.236816
	Iteration 229Q: 3 clusters Score -3347709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3347711.000000 Penalty: 5222.236816
	Iteration 230Q: 3 clusters Score -3347711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3347718.000000 Penalty: 5222.236816
	Iteration 231Q: 3 clusters Score -3347718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3347724.750000 Penalty: 5222.236816
	Iteration 232Q: 3 clusters Score -3347725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3347726.750000 Penalty: 5222.236816
	Iteration 233Q: 3 clusters Score -3347727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3347733.250000 Penalty: 5222.236816
	Iteration 234Q: 3 clusters Score -3347733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3347737.500000 Penalty: 5222.236816
	Iteration 235Q: 3 clusters Score -3347738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3347738.000000 Penalty: 5222.236816
	Iteration 236Q: 3 clusters Score -3347738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -3347747.500000 Penalty: 5222.236816
	Iteration 237Q: 3 clusters Score -3347748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3347755.750000 Penalty: 5222.236816
	Iteration 238Q: 3 clusters Score -3347756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3347757.000000 Penalty: 5222.236816
	Iteration 239Q: 3 clusters Score -3347757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3347768.500000 Penalty: 5222.236816
	Iteration 240F: 3 clusters Score -3347768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3347768.250000 Penalty: 5222.236816
	Iteration 241Q: 3 clusters Score -3347768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3347773.500000 Penalty: 5222.236816
	Iteration 242Q: 3 clusters Score -3347774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3347778.750000 Penalty: 5222.236816
	Iteration 243Q: 3 clusters Score -3347779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3347785.250000 Penalty: 5222.236816
	Iteration 244Q: 3 clusters Score -3347785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3347793.500000 Penalty: 5222.236816
	Iteration 245Q: 3 clusters Score -3347794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3347807.750000 Penalty: 5222.236816
	Iteration 246Q: 3 clusters Score -3347808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3347819.250000 Penalty: 5222.236816
	Iteration 247Q: 3 clusters Score -3347819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3347827.750000 Penalty: 5222.236816
	Iteration 248Q: 3 clusters Score -3347828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3347823.000000 Penalty: 5222.236816
	Iteration 249Q: 3 clusters Score -3347823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3347830.750000 Penalty: 5222.236816
	Iteration 250Q: 3 clusters Score -3347831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3347834.000000 Penalty: 5222.236816
	Iteration 251Q: 3 clusters Score -3347834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -3347838.000000 Penalty: 5222.236816
	Iteration 252Q: 3 clusters Score -3347838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3347833.000000 Penalty: 5222.236816
	Iteration 253Q: 3 clusters Score -3347833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3347840.250000 Penalty: 5222.236816
	Iteration 254Q: 3 clusters Score -3347840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3347850.000000 Penalty: 5222.236816
	Iteration 255Q: 3 clusters Score -3347850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3347845.000000 Penalty: 5222.236816
	Iteration 256Q: 3 clusters Score -3347845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3347851.500000 Penalty: 5222.236816
	Iteration 257Q: 3 clusters Score -3347852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3347859.500000 Penalty: 5222.236816
	Iteration 258Q: 3 clusters Score -3347860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3347858.250000 Penalty: 5222.236816
	Iteration 259Q: 3 clusters Score -3347858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3347866.500000 Penalty: 5222.236816
	Iteration 260F: 3 clusters Score -3347866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3347866.500000 Penalty: 5222.236816
	Iteration 261Q: 3 clusters Score -3347866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3347865.750000 Penalty: 5222.236816
	Iteration 262Q: 3 clusters Score -3347866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3347868.000000 Penalty: 5222.236816
	Iteration 263Q: 3 clusters Score -3347868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3347873.250000 Penalty: 5222.236816
	Iteration 264Q: 3 clusters Score -3347873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3347867.500000 Penalty: 5222.236816
	Iteration 265Q: 3 clusters Score -3347868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3347869.000000 Penalty: 5222.236816
	Iteration 266Q: 3 clusters Score -3347869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3347867.000000 Penalty: 5222.236816
	Iteration 267Q: 3 clusters Score -3347867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3347869.750000 Penalty: 5222.236816
	Iteration 268Q: 3 clusters Score -3347870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3347867.250000 Penalty: 5222.236816
	Iteration 269Q: 3 clusters Score -3347867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3347867.250000 Penalty: 5222.236816
	Iteration 270F: 3 clusters Score -3347867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Entering Unmasked Estep 
Score: -354776.281250 Penalty: 2040.852539
	Iteration 0F: 2 clusters Score -354776.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -351010.281250 Penalty: 4081.705078
	Iteration 0F: 3 clusters Score -351010.3 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -351791.656250 Penalty: 4081.705078
	Iteration 1F: 3 clusters Score -351791.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -351979.250000 Penalty: 4081.705078
	Iteration 2F: 3 clusters Score -351979.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -352086.781250 Penalty: 4081.705078
	Iteration 3F: 3 clusters Score -352086.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -352159.281250 Penalty: 4081.705078
	Iteration 4Q: 3 clusters Score -352159.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -352213.781250 Penalty: 4081.705078
	Iteration 5Q: 3 clusters Score -352213.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -352251.125000 Penalty: 4081.705078
	Iteration 6Q: 3 clusters Score -352251.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -352275.468750 Penalty: 4081.705078
	Iteration 7Q: 3 clusters Score -352275.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -352291.031250 Penalty: 4081.705078
	Iteration 8Q: 3 clusters Score -352291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -352300.718750 Penalty: 4081.705078
	Iteration 9Q: 3 clusters Score -352300.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -352310.593750 Penalty: 4081.705078
	Iteration 10Q: 3 clusters Score -352310.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -352320.468750 Penalty: 4081.705078
	Iteration 11Q: 3 clusters Score -352320.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -352333.156250 Penalty: 4081.705078
	Iteration 12Q: 3 clusters Score -352333.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -352340.593750 Penalty: 4081.705078
	Iteration 13Q: 3 clusters Score -352340.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -352346.406250 Penalty: 4081.705078
	Iteration 14Q: 3 clusters Score -352346.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -352355.968750 Penalty: 4081.705078
	Iteration 15Q: 3 clusters Score -352356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -352365.656250 Penalty: 4081.705078
	Iteration 16Q: 3 clusters Score -352365.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -352371.750000 Penalty: 4081.705078
	Iteration 17Q: 3 clusters Score -352371.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -352374.812500 Penalty: 4081.705078
	Iteration 18Q: 3 clusters Score -352374.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -352379.218750 Penalty: 4081.705078
	Iteration 19Q: 3 clusters Score -352379.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -352383.281250 Penalty: 4081.705078
	Iteration 20F: 3 clusters Score -352383.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -352386.843750 Penalty: 4081.705078
	Iteration 21Q: 3 clusters Score -352386.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -352388.406250 Penalty: 4081.705078
	Iteration 22Q: 3 clusters Score -352388.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -352388.906250 Penalty: 4081.705078
	Iteration 23Q: 3 clusters Score -352388.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -352388.906250 Penalty: 4081.705078
	Iteration 24F: 3 clusters Score -352388.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Entering Unmasked Estep 
Score: -896510.812500 Penalty: 2275.251709
	Iteration 0F: 2 clusters Score -896510.8 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 4818 members 
Entering Unmasked Estep 
Score: -889061.937500 Penalty: 4550.503418
	Iteration 0F: 3 clusters Score -889061.9 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -891201.812500 Penalty: 4550.503418
	Iteration 1F: 3 clusters Score -891201.8 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -891505.937500 Penalty: 4550.503418
	Iteration 2F: 3 clusters Score -891505.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -891758.562500 Penalty: 4550.503418
	Iteration 3F: 3 clusters Score -891758.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -891989.062500 Penalty: 4550.503418
	Iteration 4Q: 3 clusters Score -891989.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -892189.375000 Penalty: 4550.503418
	Iteration 5Q: 3 clusters Score -892189.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -892409.625000 Penalty: 4550.503418
	Iteration 6Q: 3 clusters Score -892409.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -892668.625000 Penalty: 4550.503418
	Iteration 7Q: 3 clusters Score -892668.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -892990.250000 Penalty: 4550.503418
	Iteration 8Q: 3 clusters Score -892990.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -893359.000000 Penalty: 4550.503418
	Iteration 9Q: 3 clusters Score -893359 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -893748.562500 Penalty: 4550.503418
	Iteration 10Q: 3 clusters Score -893748.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -894136.000000 Penalty: 4550.503418
	Iteration 11Q: 3 clusters Score -894136 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -894508.437500 Penalty: 4550.503418
	Iteration 12Q: 3 clusters Score -894508.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -894894.000000 Penalty: 4550.503418
	Iteration 13Q: 3 clusters Score -894894 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -895307.250000 Penalty: 4550.503418
	Iteration 14Q: 3 clusters Score -895307.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -895640.937500 Penalty: 4550.503418
	Iteration 15Q: 3 clusters Score -895640.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -895844.750000 Penalty: 4550.503418
	Iteration 16Q: 3 clusters Score -895844.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -895992.875000 Penalty: 4550.503418
	Iteration 17Q: 3 clusters Score -895992.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -896087.000000 Penalty: 4550.503418
	Iteration 18Q: 3 clusters Score -896087 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -896152.812500 Penalty: 4550.503418
	Iteration 19Q: 3 clusters Score -896152.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -896195.750000 Penalty: 4550.503418
	Iteration 20F: 3 clusters Score -896195.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -896216.437500 Penalty: 4550.503418
	Iteration 21Q: 3 clusters Score -896216.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -896233.500000 Penalty: 4550.503418
	Iteration 22Q: 3 clusters Score -896233.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -896245.625000 Penalty: 4550.503418
	Iteration 23Q: 3 clusters Score -896245.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -896251.875000 Penalty: 4550.503418
	Iteration 24Q: 3 clusters Score -896251.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -896253.437500 Penalty: 4550.503418
	Iteration 25Q: 3 clusters Score -896253.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -896256.000000 Penalty: 4550.503418
	Iteration 26Q: 3 clusters Score -896256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -896258.062500 Penalty: 4550.503418
	Iteration 27Q: 3 clusters Score -896258.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -896261.125000 Penalty: 4550.503418
	Iteration 28Q: 3 clusters Score -896261.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -896262.250000 Penalty: 4550.503418
	Iteration 29Q: 3 clusters Score -896262.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -896263.937500 Penalty: 4550.503418
	Iteration 30Q: 3 clusters Score -896263.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -896265.562500 Penalty: 4550.503418
	Iteration 31Q: 3 clusters Score -896265.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -896266.625000 Penalty: 4550.503418
	Iteration 32Q: 3 clusters Score -896266.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -896270.062500 Penalty: 4550.503418
	Iteration 33Q: 3 clusters Score -896270.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -896273.375000 Penalty: 4550.503418
	Iteration 34Q: 3 clusters Score -896273.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -896272.000000 Penalty: 4550.503418
	Iteration 35Q: 3 clusters Score -896272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -896271.687500 Penalty: 4550.503418
	Iteration 36Q: 3 clusters Score -896271.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -896274.375000 Penalty: 4550.503418
	Iteration 37Q: 3 clusters Score -896274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -896277.375000 Penalty: 4550.503418
	Iteration 38Q: 3 clusters Score -896277.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -896277.375000 Penalty: 4550.503418
	Iteration 39F: 3 clusters Score -896277.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Entering Unmasked Estep 
Score: -1220646.625000 Penalty: 2349.478760
	Iteration 0F: 2 clusters Score -1220647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1211059.000000 Penalty: 4698.957520
	Iteration 0F: 3 clusters Score -1211059 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1214246.125000 Penalty: 4698.957520
	Iteration 1F: 3 clusters Score -1214246 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1215065.375000 Penalty: 4698.957520
	Iteration 2F: 3 clusters Score -1215065 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1215796.125000 Penalty: 4698.957520
	Iteration 3F: 3 clusters Score -1215796 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1216366.125000 Penalty: 4698.957520
	Iteration 4F: 3 clusters Score -1216366 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1216885.125000 Penalty: 4698.957520
	Iteration 5F: 3 clusters Score -1216885 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1217363.500000 Penalty: 4698.957520
	Iteration 6F: 3 clusters Score -1217364 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1217727.125000 Penalty: 4698.957520
	Iteration 7Q: 3 clusters Score -1217727 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1218012.500000 Penalty: 4698.957520
	Iteration 8Q: 3 clusters Score -1218012 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1218265.250000 Penalty: 4698.957520
	Iteration 9Q: 3 clusters Score -1218265 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1218498.000000 Penalty: 4698.957520
	Iteration 10Q: 3 clusters Score -1218498 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1218729.750000 Penalty: 4698.957520
	Iteration 11Q: 3 clusters Score -1218730 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1218984.250000 Penalty: 4698.957520
	Iteration 12Q: 3 clusters Score -1218984 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1219244.875000 Penalty: 4698.957520
	Iteration 13Q: 3 clusters Score -1219245 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1219444.375000 Penalty: 4698.957520
	Iteration 14Q: 3 clusters Score -1219444 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1219550.875000 Penalty: 4698.957520
	Iteration 15Q: 3 clusters Score -1219551 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1219608.500000 Penalty: 4698.957520
	Iteration 16Q: 3 clusters Score -1219608 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1219665.875000 Penalty: 4698.957520
	Iteration 17Q: 3 clusters Score -1219666 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1219708.375000 Penalty: 4698.957520
	Iteration 18Q: 3 clusters Score -1219708 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1219735.250000 Penalty: 4698.957520
	Iteration 19Q: 3 clusters Score -1219735 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1219755.000000 Penalty: 4698.957520
	Iteration 20F: 3 clusters Score -1219755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1219764.375000 Penalty: 4698.957520
	Iteration 21Q: 3 clusters Score -1219764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1219773.625000 Penalty: 4698.957520
	Iteration 22Q: 3 clusters Score -1219774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1219792.250000 Penalty: 4698.957520
	Iteration 23Q: 3 clusters Score -1219792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1219805.500000 Penalty: 4698.957520
	Iteration 24Q: 3 clusters Score -1219806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1219815.875000 Penalty: 4698.957520
	Iteration 25Q: 3 clusters Score -1219816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1219827.625000 Penalty: 4698.957520
	Iteration 26Q: 3 clusters Score -1219828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1219838.750000 Penalty: 4698.957520
	Iteration 27Q: 3 clusters Score -1219839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1219844.500000 Penalty: 4698.957520
	Iteration 28Q: 3 clusters Score -1219844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1219855.750000 Penalty: 4698.957520
	Iteration 29Q: 3 clusters Score -1219856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1219864.250000 Penalty: 4698.957520
	Iteration 30Q: 3 clusters Score -1219864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1219868.125000 Penalty: 4698.957520
	Iteration 31Q: 3 clusters Score -1219868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1219876.750000 Penalty: 4698.957520
	Iteration 32Q: 3 clusters Score -1219877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1219884.625000 Penalty: 4698.957520
	Iteration 33Q: 3 clusters Score -1219885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1219893.125000 Penalty: 4698.957520
	Iteration 34Q: 3 clusters Score -1219893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1219899.000000 Penalty: 4698.957520
	Iteration 35Q: 3 clusters Score -1219899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1219902.250000 Penalty: 4698.957520
	Iteration 36Q: 3 clusters Score -1219902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1219905.250000 Penalty: 4698.957520
	Iteration 37Q: 3 clusters Score -1219905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1219910.500000 Penalty: 4698.957520
	Iteration 38Q: 3 clusters Score -1219910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1219918.750000 Penalty: 4698.957520
	Iteration 39Q: 3 clusters Score -1219919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1219928.125000 Penalty: 4698.957520
	Iteration 40F: 3 clusters Score -1219928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1219936.625000 Penalty: 4698.957520
	Iteration 41Q: 3 clusters Score -1219937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1219945.875000 Penalty: 4698.957520
	Iteration 42Q: 3 clusters Score -1219946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1219960.750000 Penalty: 4698.957520
	Iteration 43Q: 3 clusters Score -1219961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1219969.625000 Penalty: 4698.957520
	Iteration 44Q: 3 clusters Score -1219970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1219977.375000 Penalty: 4698.957520
	Iteration 45Q: 3 clusters Score -1219977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1219984.750000 Penalty: 4698.957520
	Iteration 46Q: 3 clusters Score -1219985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1219993.375000 Penalty: 4698.957520
	Iteration 47Q: 3 clusters Score -1219993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1219998.625000 Penalty: 4698.957520
	Iteration 48Q: 3 clusters Score -1219999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1220002.125000 Penalty: 4698.957520
	Iteration 49Q: 3 clusters Score -1220002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1220004.375000 Penalty: 4698.957520
	Iteration 50Q: 3 clusters Score -1220004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1220009.625000 Penalty: 4698.957520
	Iteration 51Q: 3 clusters Score -1220010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1220012.125000 Penalty: 4698.957520
	Iteration 52Q: 3 clusters Score -1220012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1220019.000000 Penalty: 4698.957520
	Iteration 53Q: 3 clusters Score -1220019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1220020.625000 Penalty: 4698.957520
	Iteration 54Q: 3 clusters Score -1220021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1220023.500000 Penalty: 4698.957520
	Iteration 55Q: 3 clusters Score -1220024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1220028.125000 Penalty: 4698.957520
	Iteration 56Q: 3 clusters Score -1220028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1220030.000000 Penalty: 4698.957520
	Iteration 57Q: 3 clusters Score -1220030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1220035.625000 Penalty: 4698.957520
	Iteration 58Q: 3 clusters Score -1220036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1220038.875000 Penalty: 4698.957520
	Iteration 59Q: 3 clusters Score -1220039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1220045.000000 Penalty: 4698.957520
	Iteration 60F: 3 clusters Score -1220045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1220048.125000 Penalty: 4698.957520
	Iteration 61Q: 3 clusters Score -1220048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1220052.250000 Penalty: 4698.957520
	Iteration 62Q: 3 clusters Score -1220052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1220053.625000 Penalty: 4698.957520
	Iteration 63Q: 3 clusters Score -1220054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1220055.000000 Penalty: 4698.957520
	Iteration 64Q: 3 clusters Score -1220055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1220056.750000 Penalty: 4698.957520
	Iteration 65Q: 3 clusters Score -1220057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1220054.500000 Penalty: 4698.957520
	Iteration 66Q: 3 clusters Score -1220054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1220054.500000 Penalty: 4698.957520
	Iteration 67F: 3 clusters Score -1220054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Entering Unmasked Estep 
Score: -852035.312500 Penalty: 2250.708252
	Iteration 0F: 2 clusters Score -852035.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -845173.500000 Penalty: 4501.416504
	Iteration 0F: 3 clusters Score -845173.5 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -847138.250000 Penalty: 4501.416504
	Iteration 1F: 3 clusters Score -847138.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -847432.062500 Penalty: 4501.416504
	Iteration 2F: 3 clusters Score -847432.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -847657.125000 Penalty: 4501.416504
	Iteration 3F: 3 clusters Score -847657.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -847820.000000 Penalty: 4501.416504
	Iteration 4Q: 3 clusters Score -847820 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -847942.375000 Penalty: 4501.416504
	Iteration 5Q: 3 clusters Score -847942.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -848030.187500 Penalty: 4501.416504
	Iteration 6Q: 3 clusters Score -848030.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -848121.562500 Penalty: 4501.416504
	Iteration 7Q: 3 clusters Score -848121.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -848218.375000 Penalty: 4501.416504
	Iteration 8Q: 3 clusters Score -848218.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -848322.812500 Penalty: 4501.416504
	Iteration 9Q: 3 clusters Score -848322.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -848427.812500 Penalty: 4501.416504
	Iteration 10Q: 3 clusters Score -848427.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -848547.812500 Penalty: 4501.416504
	Iteration 11Q: 3 clusters Score -848547.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -848668.750000 Penalty: 4501.416504
	Iteration 12Q: 3 clusters Score -848668.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -848788.937500 Penalty: 4501.416504
	Iteration 13Q: 3 clusters Score -848788.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -848928.312500 Penalty: 4501.416504
	Iteration 14Q: 3 clusters Score -848928.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -849073.250000 Penalty: 4501.416504
	Iteration 15Q: 3 clusters Score -849073.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -849207.562500 Penalty: 4501.416504
	Iteration 16Q: 3 clusters Score -849207.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -849327.562500 Penalty: 4501.416504
	Iteration 17Q: 3 clusters Score -849327.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -849440.000000 Penalty: 4501.416504
	Iteration 18Q: 3 clusters Score -849440 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -849543.125000 Penalty: 4501.416504
	Iteration 19Q: 3 clusters Score -849543.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -849637.312500 Penalty: 4501.416504
	Iteration 20F: 3 clusters Score -849637.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -849710.375000 Penalty: 4501.416504
	Iteration 21Q: 3 clusters Score -849710.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -849790.312500 Penalty: 4501.416504
	Iteration 22Q: 3 clusters Score -849790.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -849849.625000 Penalty: 4501.416504
	Iteration 23Q: 3 clusters Score -849849.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -849894.125000 Penalty: 4501.416504
	Iteration 24Q: 3 clusters Score -849894.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -849930.937500 Penalty: 4501.416504
	Iteration 25Q: 3 clusters Score -849930.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -849963.500000 Penalty: 4501.416504
	Iteration 26Q: 3 clusters Score -849963.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -849981.437500 Penalty: 4501.416504
	Iteration 27Q: 3 clusters Score -849981.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -849994.937500 Penalty: 4501.416504
	Iteration 28Q: 3 clusters Score -849994.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -850016.187500 Penalty: 4501.416504
	Iteration 29Q: 3 clusters Score -850016.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -850028.500000 Penalty: 4501.416504
	Iteration 30Q: 3 clusters Score -850028.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -850036.187500 Penalty: 4501.416504
	Iteration 31Q: 3 clusters Score -850036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -850043.125000 Penalty: 4501.416504
	Iteration 32Q: 3 clusters Score -850043.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -850051.187500 Penalty: 4501.416504
	Iteration 33Q: 3 clusters Score -850051.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -850056.500000 Penalty: 4501.416504
	Iteration 34Q: 3 clusters Score -850056.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -850060.312500 Penalty: 4501.416504
	Iteration 35Q: 3 clusters Score -850060.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -850063.625000 Penalty: 4501.416504
	Iteration 36Q: 3 clusters Score -850063.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -850073.437500 Penalty: 4501.416504
	Iteration 37Q: 3 clusters Score -850073.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -850079.500000 Penalty: 4501.416504
	Iteration 38Q: 3 clusters Score -850079.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -850085.500000 Penalty: 4501.416504
	Iteration 39Q: 3 clusters Score -850085.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -850089.187500 Penalty: 4501.416504
	Iteration 40F: 3 clusters Score -850089.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -850097.125000 Penalty: 4501.416504
	Iteration 41Q: 3 clusters Score -850097.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -850104.250000 Penalty: 4501.416504
	Iteration 42Q: 3 clusters Score -850104.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -850113.937500 Penalty: 4501.416504
	Iteration 43Q: 3 clusters Score -850113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -850115.500000 Penalty: 4501.416504
	Iteration 44Q: 3 clusters Score -850115.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -850117.687500 Penalty: 4501.416504
	Iteration 45Q: 3 clusters Score -850117.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -850119.812500 Penalty: 4501.416504
	Iteration 46Q: 3 clusters Score -850119.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -850122.562500 Penalty: 4501.416504
	Iteration 47Q: 3 clusters Score -850122.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -850124.187500 Penalty: 4501.416504
	Iteration 48Q: 3 clusters Score -850124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -850124.750000 Penalty: 4501.416504
	Iteration 49Q: 3 clusters Score -850124.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -850125.750000 Penalty: 4501.416504
	Iteration 50Q: 3 clusters Score -850125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -850126.687500 Penalty: 4501.416504
	Iteration 51Q: 3 clusters Score -850126.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -850127.437500 Penalty: 4501.416504
	Iteration 52Q: 3 clusters Score -850127.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -850127.437500 Penalty: 4501.416504
	Iteration 53F: 3 clusters Score -850127.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Entering Unmasked Estep 
Score: -440330.000000 Penalty: 2110.921143
	Iteration 0F: 2 clusters Score -440330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -435824.875000 Penalty: 4221.842285
	Iteration 0F: 3 clusters Score -435824.9 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -436858.031250 Penalty: 4221.842285
	Iteration 1F: 3 clusters Score -436858 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -437125.593750 Penalty: 4221.842285
	Iteration 2F: 3 clusters Score -437125.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -437347.875000 Penalty: 4221.842285
	Iteration 3F: 3 clusters Score -437347.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -437508.062500 Penalty: 4221.842285
	Iteration 4Q: 3 clusters Score -437508.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -437644.968750 Penalty: 4221.842285
	Iteration 5Q: 3 clusters Score -437645 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -437803.687500 Penalty: 4221.842285
	Iteration 6Q: 3 clusters Score -437803.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -438036.625000 Penalty: 4221.842285
	Iteration 7Q: 3 clusters Score -438036.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -438293.937500 Penalty: 4221.842285
	Iteration 8Q: 3 clusters Score -438293.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -438603.375000 Penalty: 4221.842285
	Iteration 9F: 3 clusters Score -438603.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -438918.531250 Penalty: 4221.842285
	Iteration 10F: 3 clusters Score -438918.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -439185.593750 Penalty: 4221.842285
	Iteration 11Q: 3 clusters Score -439185.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -439367.218750 Penalty: 4221.842285
	Iteration 12Q: 3 clusters Score -439367.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -439477.906250 Penalty: 4221.842285
	Iteration 13Q: 3 clusters Score -439477.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -439548.437500 Penalty: 4221.842285
	Iteration 14Q: 3 clusters Score -439548.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -439592.281250 Penalty: 4221.842285
	Iteration 15Q: 3 clusters Score -439592.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -439615.656250 Penalty: 4221.842285
	Iteration 16Q: 3 clusters Score -439615.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -439627.937500 Penalty: 4221.842285
	Iteration 17Q: 3 clusters Score -439627.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -439637.093750 Penalty: 4221.842285
	Iteration 18Q: 3 clusters Score -439637.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -439645.750000 Penalty: 4221.842285
	Iteration 19Q: 3 clusters Score -439645.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -439652.031250 Penalty: 4221.842285
	Iteration 20F: 3 clusters Score -439652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -439659.593750 Penalty: 4221.842285
	Iteration 21Q: 3 clusters Score -439659.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -439665.156250 Penalty: 4221.842285
	Iteration 22Q: 3 clusters Score -439665.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -439671.468750 Penalty: 4221.842285
	Iteration 23Q: 3 clusters Score -439671.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -439673.375000 Penalty: 4221.842285
	Iteration 24Q: 3 clusters Score -439673.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -439675.906250 Penalty: 4221.842285
	Iteration 25Q: 3 clusters Score -439675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -439677.250000 Penalty: 4221.842285
	Iteration 26Q: 3 clusters Score -439677.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -439677.281250 Penalty: 4221.842285
	Iteration 27Q: 3 clusters Score -439677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -439679.125000 Penalty: 4221.842285
	Iteration 28Q: 3 clusters Score -439679.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -439680.593750 Penalty: 4221.842285
	Iteration 29Q: 3 clusters Score -439680.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -439680.468750 Penalty: 4221.842285
	Iteration 30Q: 3 clusters Score -439680.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -439680.468750 Penalty: 4221.842285
	Iteration 31F: 3 clusters Score -439680.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Entering Unmasked Estep 
Score: -1515069.625000 Penalty: 2404.035645
	Iteration 0F: 2 clusters Score -1515070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1503449.125000 Penalty: 4808.071289
	Iteration 0F: 3 clusters Score -1503449 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1507183.125000 Penalty: 4808.071289
	Iteration 1F: 3 clusters Score -1507183 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1507534.625000 Penalty: 4808.071289
	Iteration 2F: 3 clusters Score -1507535 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1507882.500000 Penalty: 4808.071289
	Iteration 3Q: 3 clusters Score -1507882 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1508239.375000 Penalty: 4808.071289
	Iteration 4Q: 3 clusters Score -1508239 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1508653.250000 Penalty: 4808.071289
	Iteration 5Q: 3 clusters Score -1508653 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1509162.250000 Penalty: 4808.071289
	Iteration 6Q: 3 clusters Score -1509162 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1509799.250000 Penalty: 4808.071289
	Iteration 7F: 3 clusters Score -1509799 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1510490.750000 Penalty: 4808.071289
	Iteration 8F: 3 clusters Score -1510491 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1511264.000000 Penalty: 4808.071289
	Iteration 9F: 3 clusters Score -1511264 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1512009.875000 Penalty: 4808.071289
	Iteration 10F: 3 clusters Score -1512010 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1512531.125000 Penalty: 4808.071289
	Iteration 11Q: 3 clusters Score -1512531 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1512802.125000 Penalty: 4808.071289
	Iteration 12Q: 3 clusters Score -1512802 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1512952.000000 Penalty: 4808.071289
	Iteration 13Q: 3 clusters Score -1512952 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1513044.000000 Penalty: 4808.071289
	Iteration 14Q: 3 clusters Score -1513044 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1513091.375000 Penalty: 4808.071289
	Iteration 15Q: 3 clusters Score -1513091 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1513130.500000 Penalty: 4808.071289
	Iteration 16Q: 3 clusters Score -1513130 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1513160.250000 Penalty: 4808.071289
	Iteration 17Q: 3 clusters Score -1513160 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1513179.750000 Penalty: 4808.071289
	Iteration 18Q: 3 clusters Score -1513180 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1513191.125000 Penalty: 4808.071289
	Iteration 19Q: 3 clusters Score -1513191 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1513209.125000 Penalty: 4808.071289
	Iteration 20F: 3 clusters Score -1513209 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1513216.375000 Penalty: 4808.071289
	Iteration 21Q: 3 clusters Score -1513216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1513220.500000 Penalty: 4808.071289
	Iteration 22Q: 3 clusters Score -1513220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1513232.125000 Penalty: 4808.071289
	Iteration 23Q: 3 clusters Score -1513232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1513238.875000 Penalty: 4808.071289
	Iteration 24Q: 3 clusters Score -1513239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1513243.625000 Penalty: 4808.071289
	Iteration 25Q: 3 clusters Score -1513244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1513249.000000 Penalty: 4808.071289
	Iteration 26Q: 3 clusters Score -1513249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1513247.750000 Penalty: 4808.071289
	Iteration 27Q: 3 clusters Score -1513248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1513250.250000 Penalty: 4808.071289
	Iteration 28Q: 3 clusters Score -1513250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1513252.375000 Penalty: 4808.071289
	Iteration 29Q: 3 clusters Score -1513252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1513252.000000 Penalty: 4808.071289
	Iteration 30Q: 3 clusters Score -1513252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1513256.250000 Penalty: 4808.071289
	Iteration 31Q: 3 clusters Score -1513256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1513255.000000 Penalty: 4808.071289
	Iteration 32Q: 3 clusters Score -1513255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1513255.125000 Penalty: 4808.071289
	Iteration 33Q: 3 clusters Score -1513255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1513255.500000 Penalty: 4808.071289
	Iteration 34Q: 3 clusters Score -1513256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1513256.250000 Penalty: 4808.071289
	Iteration 35Q: 3 clusters Score -1513256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1513256.625000 Penalty: 4808.071289
	Iteration 36Q: 3 clusters Score -1513257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1513260.250000 Penalty: 4808.071289
	Iteration 37Q: 3 clusters Score -1513260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1513262.750000 Penalty: 4808.071289
	Iteration 38Q: 3 clusters Score -1513263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1513265.625000 Penalty: 4808.071289
	Iteration 39Q: 3 clusters Score -1513266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1513263.250000 Penalty: 4808.071289
	Iteration 40F: 3 clusters Score -1513263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1513263.625000 Penalty: 4808.071289
	Iteration 41Q: 3 clusters Score -1513264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1513265.250000 Penalty: 4808.071289
	Iteration 42Q: 3 clusters Score -1513265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1513265.125000 Penalty: 4808.071289
	Iteration 43Q: 3 clusters Score -1513265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1513268.750000 Penalty: 4808.071289
	Iteration 44Q: 3 clusters Score -1513269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1513270.000000 Penalty: 4808.071289
	Iteration 45Q: 3 clusters Score -1513270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1513267.750000 Penalty: 4808.071289
	Iteration 46Q: 3 clusters Score -1513268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1513269.375000 Penalty: 4808.071289
	Iteration 47Q: 3 clusters Score -1513269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1513269.250000 Penalty: 4808.071289
	Iteration 48Q: 3 clusters Score -1513269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1513275.250000 Penalty: 4808.071289
	Iteration 49Q: 3 clusters Score -1513275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1513279.625000 Penalty: 4808.071289
	Iteration 50Q: 3 clusters Score -1513280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1513275.750000 Penalty: 4808.071289
	Iteration 51Q: 3 clusters Score -1513276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1513274.625000 Penalty: 4808.071289
	Iteration 52Q: 3 clusters Score -1513275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1513272.750000 Penalty: 4808.071289
	Iteration 53Q: 3 clusters Score -1513273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1513275.500000 Penalty: 4808.071289
	Iteration 54Q: 3 clusters Score -1513276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1513279.875000 Penalty: 4808.071289
	Iteration 55Q: 3 clusters Score -1513280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1513278.750000 Penalty: 4808.071289
	Iteration 56Q: 3 clusters Score -1513279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1513282.750000 Penalty: 4808.071289
	Iteration 57Q: 3 clusters Score -1513283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1513279.750000 Penalty: 4808.071289
	Iteration 58Q: 3 clusters Score -1513280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1513280.375000 Penalty: 4808.071289
	Iteration 59Q: 3 clusters Score -1513280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1513281.125000 Penalty: 4808.071289
	Iteration 60F: 3 clusters Score -1513281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1513279.250000 Penalty: 4808.071289
	Iteration 61Q: 3 clusters Score -1513279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1513280.000000 Penalty: 4808.071289
	Iteration 62Q: 3 clusters Score -1513280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1513283.500000 Penalty: 4808.071289
	Iteration 63Q: 3 clusters Score -1513284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1513279.375000 Penalty: 4808.071289
	Iteration 64Q: 3 clusters Score -1513279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1513280.625000 Penalty: 4808.071289
	Iteration 65Q: 3 clusters Score -1513281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1513283.250000 Penalty: 4808.071289
	Iteration 66Q: 3 clusters Score -1513283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1513285.250000 Penalty: 4808.071289
	Iteration 67Q: 3 clusters Score -1513285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1513284.250000 Penalty: 4808.071289
	Iteration 68Q: 3 clusters Score -1513284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1513283.375000 Penalty: 4808.071289
	Iteration 69Q: 3 clusters Score -1513283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1513283.125000 Penalty: 4808.071289
	Iteration 70Q: 3 clusters Score -1513283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1513285.250000 Penalty: 4808.071289
	Iteration 71Q: 3 clusters Score -1513285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1513285.625000 Penalty: 4808.071289
	Iteration 72Q: 3 clusters Score -1513286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1513282.875000 Penalty: 4808.071289
	Iteration 73Q: 3 clusters Score -1513283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1513282.375000 Penalty: 4808.071289
	Iteration 74Q: 3 clusters Score -1513282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1513288.875000 Penalty: 4808.071289
	Iteration 75Q: 3 clusters Score -1513289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1513289.625000 Penalty: 4808.071289
	Iteration 76Q: 3 clusters Score -1513290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1513288.375000 Penalty: 4808.071289
	Iteration 77Q: 3 clusters Score -1513288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1513286.000000 Penalty: 4808.071289
	Iteration 78Q: 3 clusters Score -1513286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1513288.750000 Penalty: 4808.071289
	Iteration 79Q: 3 clusters Score -1513289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1513289.500000 Penalty: 4808.071289
	Iteration 80F: 3 clusters Score -1513290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1513288.625000 Penalty: 4808.071289
	Iteration 81Q: 3 clusters Score -1513289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1513286.250000 Penalty: 4808.071289
	Iteration 82Q: 3 clusters Score -1513286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1513282.750000 Penalty: 4808.071289
	Iteration 83Q: 3 clusters Score -1513283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1513282.625000 Penalty: 4808.071289
	Iteration 84Q: 3 clusters Score -1513283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1513282.625000 Penalty: 4808.071289
	Iteration 85Q: 3 clusters Score -1513283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1513279.875000 Penalty: 4808.071289
	Iteration 86Q: 3 clusters Score -1513280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1513284.500000 Penalty: 4808.071289
	Iteration 87Q: 3 clusters Score -1513284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1513291.750000 Penalty: 4808.071289
	Iteration 88Q: 3 clusters Score -1513292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1513292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1513296.250000 Penalty: 4808.071289
	Iteration 90Q: 3 clusters Score -1513296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1513298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1513299.125000 Penalty: 4808.071289
	Iteration 92Q: 3 clusters Score -1513299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1513303.125000 Penalty: 4808.071289
	Iteration 93Q: 3 clusters Score -1513303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1513303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1513304.625000 Penalty: 4808.071289
	Iteration 95Q: 3 clusters Score -1513305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1513308.500000 Penalty: 4808.071289
	Iteration 96Q: 3 clusters Score -1513308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1513307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1513317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1513323.000000 Penalty: 4808.071289
	Iteration 99Q: 3 clusters Score -1513323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1513319.875000 Penalty: 4808.071289
	Iteration 100F: 3 clusters Score -1513320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1513323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1513329.125000 Penalty: 4808.071289
	Iteration 102Q: 3 clusters Score -1513329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1513329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1513337.375000 Penalty: 4808.071289
	Iteration 104Q: 3 clusters Score -1513337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1513345.500000 Penalty: 4808.071289
	Iteration 105Q: 3 clusters Score -1513346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1513343.000000 Penalty: 4808.071289
	Iteration 106Q: 3 clusters Score -1513343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1513342.250000 Penalty: 4808.071289
	Iteration 107Q: 3 clusters Score -1513342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1513349.625000 Penalty: 4808.071289
	Iteration 108Q: 3 clusters Score -1513350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1513350.250000 Penalty: 4808.071289
	Iteration 109Q: 3 clusters Score -1513350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1513346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1513351.875000 Penalty: 4808.071289
	Iteration 111Q: 3 clusters Score -1513352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1513356.500000 Penalty: 4808.071289
	Iteration 112Q: 3 clusters Score -1513356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1513359.125000 Penalty: 4808.071289
	Iteration 113Q: 3 clusters Score -1513359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1513362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1513356.750000 Penalty: 4808.071289
	Iteration 115Q: 3 clusters Score -1513357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1513360.250000 Penalty: 4808.071289
	Iteration 116Q: 3 clusters Score -1513360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1513365.250000 Penalty: 4808.071289
	Iteration 117Q: 3 clusters Score -1513365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1513366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1513368.625000 Penalty: 4808.071289
	Iteration 119Q: 3 clusters Score -1513369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1513370.125000 Penalty: 4808.071289
	Iteration 120F: 3 clusters Score -1513370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1513372.500000 Penalty: 4808.071289
	Iteration 121Q: 3 clusters Score -1513372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1513374.500000 Penalty: 4808.071289
	Iteration 122Q: 3 clusters Score -1513374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1513382.625000 Penalty: 4808.071289
	Iteration 123Q: 3 clusters Score -1513383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1513387.125000 Penalty: 4808.071289
	Iteration 124Q: 3 clusters Score -1513387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1513390.375000 Penalty: 4808.071289
	Iteration 125Q: 3 clusters Score -1513390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1513398.125000 Penalty: 4808.071289
	Iteration 126Q: 3 clusters Score -1513398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1513400.750000 Penalty: 4808.071289
	Iteration 127Q: 3 clusters Score -1513401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1513406.500000 Penalty: 4808.071289
	Iteration 128Q: 3 clusters Score -1513406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1513415.250000 Penalty: 4808.071289
	Iteration 129Q: 3 clusters Score -1513415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1513416.750000 Penalty: 4808.071289
	Iteration 130Q: 3 clusters Score -1513417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1513422.125000 Penalty: 4808.071289
	Iteration 131Q: 3 clusters Score -1513422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1513423.625000 Penalty: 4808.071289
	Iteration 132Q: 3 clusters Score -1513424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1513430.750000 Penalty: 4808.071289
	Iteration 133Q: 3 clusters Score -1513431 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1513444.250000 Penalty: 4808.071289
	Iteration 134Q: 3 clusters Score -1513444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1513457.250000 Penalty: 4808.071289
	Iteration 135Q: 3 clusters Score -1513457 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1513464.375000 Penalty: 4808.071289
	Iteration 136Q: 3 clusters Score -1513464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1513478.000000 Penalty: 4808.071289
	Iteration 137Q: 3 clusters Score -1513478 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1513493.000000 Penalty: 4808.071289
	Iteration 138Q: 3 clusters Score -1513493 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1513516.125000 Penalty: 4808.071289
	Iteration 139Q: 3 clusters Score -1513516 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1513536.500000 Penalty: 4808.071289
	Iteration 140F: 3 clusters Score -1513536 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1513566.625000 Penalty: 4808.071289
	Iteration 141Q: 3 clusters Score -1513567 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1513601.000000 Penalty: 4808.071289
	Iteration 142Q: 3 clusters Score -1513601 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1513639.875000 Penalty: 4808.071289
	Iteration 143Q: 3 clusters Score -1513640 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1513689.875000 Penalty: 4808.071289
	Iteration 144Q: 3 clusters Score -1513690 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1513755.750000 Penalty: 4808.071289
	Iteration 145Q: 3 clusters Score -1513756 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1513856.875000 Penalty: 4808.071289
	Iteration 146Q: 3 clusters Score -1513857 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1514009.250000 Penalty: 4808.071289
	Iteration 147Q: 3 clusters Score -1514009 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1514191.625000 Penalty: 4808.071289
	Iteration 148Q: 3 clusters Score -1514192 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1514398.875000 Penalty: 4808.071289
	Iteration 149Q: 3 clusters Score -1514399 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1514523.875000 Penalty: 4808.071289
	Iteration 150Q: 3 clusters Score -1514524 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1514575.125000 Penalty: 4808.071289
	Iteration 151Q: 3 clusters Score -1514575 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1514606.875000 Penalty: 4808.071289
	Iteration 152Q: 3 clusters Score -1514607 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1514625.375000 Penalty: 4808.071289
	Iteration 153Q: 3 clusters Score -1514625 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1514634.250000 Penalty: 4808.071289
	Iteration 154Q: 3 clusters Score -1514634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1514637.750000 Penalty: 4808.071289
	Iteration 155Q: 3 clusters Score -1514638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1514638.125000 Penalty: 4808.071289
	Iteration 156Q: 3 clusters Score -1514638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1514643.125000 Penalty: 4808.071289
	Iteration 157Q: 3 clusters Score -1514643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1514642.875000 Penalty: 4808.071289
	Iteration 158Q: 3 clusters Score -1514643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1514647.250000 Penalty: 4808.071289
	Iteration 159Q: 3 clusters Score -1514647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1514648.250000 Penalty: 4808.071289
	Iteration 160F: 3 clusters Score -1514648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1514649.375000 Penalty: 4808.071289
	Iteration 161Q: 3 clusters Score -1514649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1514648.250000 Penalty: 4808.071289
	Iteration 162Q: 3 clusters Score -1514648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1514650.125000 Penalty: 4808.071289
	Iteration 163Q: 3 clusters Score -1514650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1514650.000000 Penalty: 4808.071289
	Iteration 164Q: 3 clusters Score -1514650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1514649.625000 Penalty: 4808.071289
	Iteration 165Q: 3 clusters Score -1514650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1514647.625000 Penalty: 4808.071289
	Iteration 166Q: 3 clusters Score -1514648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1514647.625000 Penalty: 4808.071289
	Iteration 167F: 3 clusters Score -1514648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 135123 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 63326 members 
Mstep: Class 5 contains 24574 members 
Mstep: Class 6 contains 7573 members 
Mstep: Class 7 contains 223712 members 
Mstep: Class 8 contains 96820 members 
Mstep: Class 9 contains 308304 members 
Mstep: Class 10 contains 13780 members 
Mstep: Class 11 contains 219965 members 
Mstep: Class 12 contains 226621 members 
Mstep: Class 13 contains 6628 members 
Mstep: Class 14 contains 22041 members 
Mstep: Class 15 contains 7870 members 
Mstep: Class 16 contains 7913 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 4326 members 
Mstep: Class 20 contains 101389 members 
Mstep: Class 21 contains 11971 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 4665 members 
Mstep: Class 25 contains 15540 members 
Mstep: Class 26 contains 37373 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9647 members 
Mstep: Class 29 contains 13013 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4973 members 
Mstep: Class 32 contains 16215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701024.000000 Penalty: 113719.265625
Iteration 159Q: 33 clusters Score -1.57701e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 135128 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 63325 members 
Mstep: Class 5 contains 24577 members 
Mstep: Class 6 contains 7575 members 
Mstep: Class 7 contains 223712 members 
Mstep: Class 8 contains 96820 members 
Mstep: Class 9 contains 308304 members 
Mstep: Class 10 contains 13775 members 
Mstep: Class 11 contains 219956 members 
Mstep: Class 12 contains 226622 members 
Mstep: Class 13 contains 6629 members 
Mstep: Class 14 contains 22041 members 
Mstep: Class 15 contains 7871 members 
Mstep: Class 16 contains 7907 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 4326 members 
Mstep: Class 20 contains 101388 members 
Mstep: Class 21 contains 11976 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 4664 members 
Mstep: Class 25 contains 15540 members 
Mstep: Class 26 contains 37362 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9648 members 
Mstep: Class 29 contains 13018 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4974 members 
Mstep: Class 32 contains 16214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701168.000000 Penalty: 113719.265625
Iteration 160F: 33 clusters Score -1.577012e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 135132 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 63325 members 
Mstep: Class 5 contains 24578 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223711 members 
Mstep: Class 8 contains 96823 members 
Mstep: Class 9 contains 308299 members 
Mstep: Class 10 contains 13771 members 
Mstep: Class 11 contains 219955 members 
Mstep: Class 12 contains 226622 members 
Mstep: Class 13 contains 6629 members 
Mstep: Class 14 contains 22041 members 
Mstep: Class 15 contains 7873 members 
Mstep: Class 16 contains 7904 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 4326 members 
Mstep: Class 20 contains 101388 members 
Mstep: Class 21 contains 11979 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 4666 members 
Mstep: Class 25 contains 15541 members 
Mstep: Class 26 contains 37358 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9647 members 
Mstep: Class 29 contains 13020 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4973 members 
Mstep: Class 32 contains 16214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701200.000000 Penalty: 113719.265625
Iteration 161Q: 33 clusters Score -1.577012e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 135132 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 63323 members 
Mstep: Class 5 contains 24579 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223710 members 
Mstep: Class 8 contains 96828 members 
Mstep: Class 9 contains 308294 members 
Mstep: Class 10 contains 13770 members 
Mstep: Class 11 contains 219953 members 
Mstep: Class 12 contains 226622 members 
Mstep: Class 13 contains 6629 members 
Mstep: Class 14 contains 22041 members 
Mstep: Class 15 contains 7874 members 
Mstep: Class 16 contains 7901 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 4326 members 
Mstep: Class 20 contains 101388 members 
Mstep: Class 21 contains 11984 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 4670 members 
Mstep: Class 25 contains 15542 members 
Mstep: Class 26 contains 37348 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9647 members 
Mstep: Class 29 contains 13024 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4971 members 
Mstep: Class 32 contains 16213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701200.000000 Penalty: 113719.265625
Iteration 162Q: 33 clusters Score -1.577012e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 135134 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 63322 members 
Mstep: Class 5 contains 24585 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223710 members 
Mstep: Class 8 contains 96829 members 
Mstep: Class 9 contains 308288 members 
Mstep: Class 10 contains 13767 members 
Mstep: Class 11 contains 219947 members 
Mstep: Class 12 contains 226622 members 
Mstep: Class 13 contains 6630 members 
Mstep: Class 14 contains 22041 members 
Mstep: Class 15 contains 7874 members 
Mstep: Class 16 contains 7896 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10429 members 
Mstep: Class 19 contains 4325 members 
Mstep: Class 20 contains 101388 members 
Mstep: Class 21 contains 11995 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 4671 members 
Mstep: Class 25 contains 15543 members 
Mstep: Class 26 contains 37338 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9646 members 
Mstep: Class 29 contains 13029 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4970 members 
Mstep: Class 32 contains 16212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701312.000000 Penalty: 113719.265625
Iteration 163Q: 33 clusters Score -1.577013e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 135135 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 63317 members 
Mstep: Class 5 contains 24585 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223712 members 
Mstep: Class 8 contains 96832 members 
Mstep: Class 9 contains 308281 members 
Mstep: Class 10 contains 13763 members 
Mstep: Class 11 contains 219947 members 
Mstep: Class 12 contains 226623 members 
Mstep: Class 13 contains 6633 members 
Mstep: Class 14 contains 22042 members 
Mstep: Class 15 contains 7874 members 
Mstep: Class 16 contains 7892 members 
Mstep: Class 17 contains 17677 members 
Mstep: Class 18 contains 10426 members 
Mstep: Class 19 contains 4324 members 
Mstep: Class 20 contains 101388 members 
Mstep: Class 21 contains 12003 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 4673 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37329 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9645 members 
Mstep: Class 29 contains 13034 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4970 members 
Mstep: Class 32 contains 16214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701408.000000 Penalty: 113719.265625
Iteration 164Q: 33 clusters Score -1.577014e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 135137 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 63313 members 
Mstep: Class 5 contains 24590 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223710 members 
Mstep: Class 8 contains 96833 members 
Mstep: Class 9 contains 308272 members 
Mstep: Class 10 contains 13762 members 
Mstep: Class 11 contains 219948 members 
Mstep: Class 12 contains 226623 members 
Mstep: Class 13 contains 6639 members 
Mstep: Class 14 contains 22042 members 
Mstep: Class 15 contains 7874 members 
Mstep: Class 16 contains 7889 members 
Mstep: Class 17 contains 17677 members 
Mstep: Class 18 contains 10427 members 
Mstep: Class 19 contains 4325 members 
Mstep: Class 20 contains 101387 members 
Mstep: Class 21 contains 12008 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 4670 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37318 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9644 members 
Mstep: Class 29 contains 13041 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4970 members 
Mstep: Class 32 contains 16217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701328.000000 Penalty: 113719.265625
Iteration 165Q: 33 clusters Score -1.577013e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 135139 members 
Mstep: Class 3 contains 27930 members 
Mstep: Class 4 contains 63308 members 
Mstep: Class 5 contains 24596 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223709 members 
Mstep: Class 8 contains 96833 members 
Mstep: Class 9 contains 308272 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219940 members 
Mstep: Class 12 contains 226623 members 
Mstep: Class 13 contains 6645 members 
Mstep: Class 14 contains 22042 members 
Mstep: Class 15 contains 7874 members 
Mstep: Class 16 contains 7886 members 
Mstep: Class 17 contains 17677 members 
Mstep: Class 18 contains 10427 members 
Mstep: Class 19 contains 4327 members 
Mstep: Class 20 contains 101385 members 
Mstep: Class 21 contains 12010 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37311 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9642 members 
Mstep: Class 29 contains 13042 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4972 members 
Mstep: Class 32 contains 16222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701328.000000 Penalty: 113719.265625
Iteration 166Q: 33 clusters Score -1.577013e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 135140 members 
Mstep: Class 3 contains 27930 members 
Mstep: Class 4 contains 63307 members 
Mstep: Class 5 contains 24602 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223708 members 
Mstep: Class 8 contains 96835 members 
Mstep: Class 9 contains 308267 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219935 members 
Mstep: Class 12 contains 226624 members 
Mstep: Class 13 contains 6647 members 
Mstep: Class 14 contains 22042 members 
Mstep: Class 15 contains 7874 members 
Mstep: Class 16 contains 7882 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10426 members 
Mstep: Class 19 contains 4326 members 
Mstep: Class 20 contains 101382 members 
Mstep: Class 21 contains 12015 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 4674 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37299 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9642 members 
Mstep: Class 29 contains 13048 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4972 members 
Mstep: Class 32 contains 16229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701264.000000 Penalty: 113719.265625
Iteration 167Q: 33 clusters Score -1.577013e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 135139 members 
Mstep: Class 3 contains 27931 members 
Mstep: Class 4 contains 63307 members 
Mstep: Class 5 contains 24606 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223706 members 
Mstep: Class 8 contains 96836 members 
Mstep: Class 9 contains 308260 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219931 members 
Mstep: Class 12 contains 226624 members 
Mstep: Class 13 contains 6647 members 
Mstep: Class 14 contains 22042 members 
Mstep: Class 15 contains 7875 members 
Mstep: Class 16 contains 7879 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10426 members 
Mstep: Class 19 contains 4326 members 
Mstep: Class 20 contains 101382 members 
Mstep: Class 21 contains 12019 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2052 members 
Mstep: Class 24 contains 4673 members 
Mstep: Class 25 contains 15545 members 
Mstep: Class 26 contains 37293 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9641 members 
Mstep: Class 29 contains 13052 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4972 members 
Mstep: Class 32 contains 16235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701296.000000 Penalty: 113719.265625
Iteration 168Q: 33 clusters Score -1.577013e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 135140 members 
Mstep: Class 3 contains 27930 members 
Mstep: Class 4 contains 63308 members 
Mstep: Class 5 contains 24610 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223706 members 
Mstep: Class 8 contains 96840 members 
Mstep: Class 9 contains 308256 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219930 members 
Mstep: Class 12 contains 226624 members 
Mstep: Class 13 contains 6646 members 
Mstep: Class 14 contains 22042 members 
Mstep: Class 15 contains 7875 members 
Mstep: Class 16 contains 7877 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10426 members 
Mstep: Class 19 contains 4327 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12025 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 4673 members 
Mstep: Class 25 contains 15545 members 
Mstep: Class 26 contains 37282 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9641 members 
Mstep: Class 29 contains 13052 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4974 members 
Mstep: Class 32 contains 16237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701344.000000 Penalty: 113719.265625
Iteration 169Q: 33 clusters Score -1.577013e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 135140 members 
Mstep: Class 3 contains 27932 members 
Mstep: Class 4 contains 63307 members 
Mstep: Class 5 contains 24613 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223703 members 
Mstep: Class 8 contains 96841 members 
Mstep: Class 9 contains 308249 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219932 members 
Mstep: Class 12 contains 226624 members 
Mstep: Class 13 contains 6646 members 
Mstep: Class 14 contains 22043 members 
Mstep: Class 15 contains 7877 members 
Mstep: Class 16 contains 7878 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10426 members 
Mstep: Class 19 contains 4327 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12034 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 4673 members 
Mstep: Class 25 contains 15545 members 
Mstep: Class 26 contains 37276 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9641 members 
Mstep: Class 29 contains 13053 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4975 members 
Mstep: Class 32 contains 16236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701344.000000 Penalty: 113719.265625
Iteration 170Q: 33 clusters Score -1.577013e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 135136 members 
Mstep: Class 3 contains 27934 members 
Mstep: Class 4 contains 63306 members 
Mstep: Class 5 contains 24616 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223702 members 
Mstep: Class 8 contains 96841 members 
Mstep: Class 9 contains 308246 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219931 members 
Mstep: Class 12 contains 226624 members 
Mstep: Class 13 contains 6646 members 
Mstep: Class 14 contains 22043 members 
Mstep: Class 15 contains 7877 members 
Mstep: Class 16 contains 7878 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 10426 members 
Mstep: Class 19 contains 4327 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12048 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2046 members 
Mstep: Class 24 contains 4673 members 
Mstep: Class 25 contains 15545 members 
Mstep: Class 26 contains 37265 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9641 members 
Mstep: Class 29 contains 13054 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4976 members 
Mstep: Class 32 contains 16234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701392.000000 Penalty: 113719.265625
Iteration 171Q: 33 clusters Score -1.577014e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 135133 members 
Mstep: Class 3 contains 27937 members 
Mstep: Class 4 contains 63305 members 
Mstep: Class 5 contains 24619 members 
Mstep: Class 6 contains 7575 members 
Mstep: Class 7 contains 223697 members 
Mstep: Class 8 contains 96842 members 
Mstep: Class 9 contains 308241 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219931 members 
Mstep: Class 12 contains 226624 members 
Mstep: Class 13 contains 6646 members 
Mstep: Class 14 contains 22043 members 
Mstep: Class 15 contains 7877 members 
Mstep: Class 16 contains 7878 members 
Mstep: Class 17 contains 17677 members 
Mstep: Class 18 contains 10426 members 
Mstep: Class 19 contains 4327 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12058 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2044 members 
Mstep: Class 24 contains 4673 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37263 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9641 members 
Mstep: Class 29 contains 13056 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4976 members 
Mstep: Class 32 contains 16234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701392.000000 Penalty: 113719.265625
Iteration 172Q: 33 clusters Score -1.577014e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 135130 members 
Mstep: Class 3 contains 27938 members 
Mstep: Class 4 contains 63305 members 
Mstep: Class 5 contains 24621 members 
Mstep: Class 6 contains 7575 members 
Mstep: Class 7 contains 223691 members 
Mstep: Class 8 contains 96847 members 
Mstep: Class 9 contains 308239 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219931 members 
Mstep: Class 12 contains 226624 members 
Mstep: Class 13 contains 6646 members 
Mstep: Class 14 contains 22043 members 
Mstep: Class 15 contains 7877 members 
Mstep: Class 16 contains 7878 members 
Mstep: Class 17 contains 17678 members 
Mstep: Class 18 contains 10427 members 
Mstep: Class 19 contains 4327 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12065 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2044 members 
Mstep: Class 24 contains 4674 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37255 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9641 members 
Mstep: Class 29 contains 13056 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4976 members 
Mstep: Class 32 contains 16234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701328.000000 Penalty: 113719.265625
Iteration 173Q: 33 clusters Score -1.577013e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 135128 members 
Mstep: Class 3 contains 27939 members 
Mstep: Class 4 contains 63305 members 
Mstep: Class 5 contains 24623 members 
Mstep: Class 6 contains 7575 members 
Mstep: Class 7 contains 223688 members 
Mstep: Class 8 contains 96847 members 
Mstep: Class 9 contains 308240 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219934 members 
Mstep: Class 12 contains 226624 members 
Mstep: Class 13 contains 6647 members 
Mstep: Class 14 contains 22043 members 
Mstep: Class 15 contains 7877 members 
Mstep: Class 16 contains 7878 members 
Mstep: Class 17 contains 17679 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4327 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12075 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 4674 members 
Mstep: Class 25 contains 15543 members 
Mstep: Class 26 contains 37241 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9641 members 
Mstep: Class 29 contains 13055 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4976 members 
Mstep: Class 32 contains 16235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701328.000000 Penalty: 113719.265625
Iteration 174Q: 33 clusters Score -1.577013e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 135127 members 
Mstep: Class 3 contains 27939 members 
Mstep: Class 4 contains 63305 members 
Mstep: Class 5 contains 24623 members 
Mstep: Class 6 contains 7575 members 
Mstep: Class 7 contains 223689 members 
Mstep: Class 8 contains 96848 members 
Mstep: Class 9 contains 308235 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219934 members 
Mstep: Class 12 contains 226624 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 22043 members 
Mstep: Class 15 contains 7877 members 
Mstep: Class 16 contains 7876 members 
Mstep: Class 17 contains 17679 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4328 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12087 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 4677 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37227 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9641 members 
Mstep: Class 29 contains 13054 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4976 members 
Mstep: Class 32 contains 16236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701328.000000 Penalty: 113719.265625
Iteration 175Q: 33 clusters Score -1.577013e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 135127 members 
Mstep: Class 3 contains 27939 members 
Mstep: Class 4 contains 63305 members 
Mstep: Class 5 contains 24624 members 
Mstep: Class 6 contains 7575 members 
Mstep: Class 7 contains 223691 members 
Mstep: Class 8 contains 96848 members 
Mstep: Class 9 contains 308230 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219934 members 
Mstep: Class 12 contains 226624 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 22043 members 
Mstep: Class 15 contains 7877 members 
Mstep: Class 16 contains 7877 members 
Mstep: Class 17 contains 17679 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12096 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 4678 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37215 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9641 members 
Mstep: Class 29 contains 13054 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4976 members 
Mstep: Class 32 contains 16236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701280.000000 Penalty: 113719.265625
Iteration 176Q: 33 clusters Score -1.577013e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 135127 members 
Mstep: Class 3 contains 27940 members 
Mstep: Class 4 contains 63304 members 
Mstep: Class 5 contains 24624 members 
Mstep: Class 6 contains 7575 members 
Mstep: Class 7 contains 223690 members 
Mstep: Class 8 contains 96848 members 
Mstep: Class 9 contains 308228 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219930 members 
Mstep: Class 12 contains 226624 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22043 members 
Mstep: Class 15 contains 7877 members 
Mstep: Class 16 contains 7876 members 
Mstep: Class 17 contains 17679 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12101 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 4678 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37211 members 
Mstep: Class 27 contains 3749 members 
Mstep: Class 28 contains 9642 members 
Mstep: Class 29 contains 13054 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4976 members 
Mstep: Class 32 contains 16238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701360.000000 Penalty: 113719.265625
Iteration 177Q: 33 clusters Score -1.577014e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 135127 members 
Mstep: Class 3 contains 27940 members 
Mstep: Class 4 contains 63304 members 
Mstep: Class 5 contains 24624 members 
Mstep: Class 6 contains 7575 members 
Mstep: Class 7 contains 223690 members 
Mstep: Class 8 contains 96850 members 
Mstep: Class 9 contains 308229 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219926 members 
Mstep: Class 12 contains 226624 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22043 members 
Mstep: Class 15 contains 7877 members 
Mstep: Class 16 contains 7876 members 
Mstep: Class 17 contains 17679 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4332 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12104 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 4677 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37206 members 
Mstep: Class 27 contains 3750 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13054 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4976 members 
Mstep: Class 32 contains 16238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701312.000000 Penalty: 113719.265625
Iteration 178Q: 33 clusters Score -1.577013e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 135127 members 
Mstep: Class 3 contains 27940 members 
Mstep: Class 4 contains 63304 members 
Mstep: Class 5 contains 24623 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223688 members 
Mstep: Class 8 contains 96851 members 
Mstep: Class 9 contains 308228 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219925 members 
Mstep: Class 12 contains 226624 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22043 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7876 members 
Mstep: Class 17 contains 17679 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4332 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12104 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 4675 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37205 members 
Mstep: Class 27 contains 3754 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13054 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4976 members 
Mstep: Class 32 contains 16239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701296.000000 Penalty: 113719.265625
Iteration 179Q: 33 clusters Score -1.577013e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 135126 members 
Mstep: Class 3 contains 27940 members 
Mstep: Class 4 contains 63304 members 
Mstep: Class 5 contains 24625 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223687 members 
Mstep: Class 8 contains 96851 members 
Mstep: Class 9 contains 308226 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219923 members 
Mstep: Class 12 contains 226624 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22043 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7875 members 
Mstep: Class 17 contains 17679 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4332 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12104 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 4674 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37207 members 
Mstep: Class 27 contains 3756 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13054 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4976 members 
Mstep: Class 32 contains 16241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701280.000000 Penalty: 113719.265625
Iteration 180F: 33 clusters Score -1.577013e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 135124 members 
Mstep: Class 3 contains 27940 members 
Mstep: Class 4 contains 63304 members 
Mstep: Class 5 contains 24625 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223686 members 
Mstep: Class 8 contains 96852 members 
Mstep: Class 9 contains 308226 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219922 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7874 members 
Mstep: Class 17 contains 17679 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4332 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12105 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 4674 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37206 members 
Mstep: Class 27 contains 3758 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13055 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4976 members 
Mstep: Class 32 contains 16240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701328.000000 Penalty: 113719.265625
Iteration 181Q: 33 clusters Score -1.577013e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 135123 members 
Mstep: Class 3 contains 27940 members 
Mstep: Class 4 contains 63304 members 
Mstep: Class 5 contains 24625 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223686 members 
Mstep: Class 8 contains 96852 members 
Mstep: Class 9 contains 308224 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219921 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7873 members 
Mstep: Class 17 contains 17679 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4332 members 
Mstep: Class 20 contains 101382 members 
Mstep: Class 21 contains 12110 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37206 members 
Mstep: Class 27 contains 3758 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13056 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4976 members 
Mstep: Class 32 contains 16240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701312.000000 Penalty: 113719.265625
Iteration 182Q: 33 clusters Score -1.577013e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 135123 members 
Mstep: Class 3 contains 27940 members 
Mstep: Class 4 contains 63304 members 
Mstep: Class 5 contains 24625 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223686 members 
Mstep: Class 8 contains 96852 members 
Mstep: Class 9 contains 308223 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219921 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 17679 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4332 members 
Mstep: Class 20 contains 101382 members 
Mstep: Class 21 contains 12116 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37201 members 
Mstep: Class 27 contains 3759 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13057 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4976 members 
Mstep: Class 32 contains 16240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701280.000000 Penalty: 113719.265625
Iteration 183Q: 33 clusters Score -1.577013e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 135123 members 
Mstep: Class 3 contains 27940 members 
Mstep: Class 4 contains 63303 members 
Mstep: Class 5 contains 24625 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223686 members 
Mstep: Class 8 contains 96852 members 
Mstep: Class 9 contains 308220 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219918 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7867 members 
Mstep: Class 17 contains 17678 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4332 members 
Mstep: Class 20 contains 101382 members 
Mstep: Class 21 contains 12120 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37201 members 
Mstep: Class 27 contains 3761 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13059 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4977 members 
Mstep: Class 32 contains 16241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701184.000000 Penalty: 113719.265625
Iteration 184Q: 33 clusters Score -1.577012e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 135122 members 
Mstep: Class 3 contains 27939 members 
Mstep: Class 4 contains 63303 members 
Mstep: Class 5 contains 24624 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223686 members 
Mstep: Class 8 contains 96850 members 
Mstep: Class 9 contains 308220 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219916 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 17678 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101382 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2042 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37198 members 
Mstep: Class 27 contains 3765 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13058 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4979 members 
Mstep: Class 32 contains 16242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701200.000000 Penalty: 113719.265625
Iteration 185Q: 33 clusters Score -1.577012e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 135120 members 
Mstep: Class 3 contains 27939 members 
Mstep: Class 4 contains 63302 members 
Mstep: Class 5 contains 24624 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223686 members 
Mstep: Class 8 contains 96849 members 
Mstep: Class 9 contains 308219 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219915 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 17678 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101383 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37199 members 
Mstep: Class 27 contains 3768 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13058 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4981 members 
Mstep: Class 32 contains 16242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701200.000000 Penalty: 113719.265625
Iteration 186Q: 33 clusters Score -1.577012e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 135118 members 
Mstep: Class 3 contains 27940 members 
Mstep: Class 4 contains 63302 members 
Mstep: Class 5 contains 24624 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223685 members 
Mstep: Class 8 contains 96848 members 
Mstep: Class 9 contains 308220 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 219915 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 17677 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101382 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 4671 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37199 members 
Mstep: Class 27 contains 3773 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13058 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4982 members 
Mstep: Class 32 contains 16242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701168.000000 Penalty: 113719.265625
Iteration 187Q: 33 clusters Score -1.577012e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 135116 members 
Mstep: Class 3 contains 27941 members 
Mstep: Class 4 contains 63301 members 
Mstep: Class 5 contains 24626 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223685 members 
Mstep: Class 8 contains 96846 members 
Mstep: Class 9 contains 308221 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219915 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7865 members 
Mstep: Class 17 contains 17677 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101382 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37196 members 
Mstep: Class 27 contains 3777 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13058 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4983 members 
Mstep: Class 32 contains 16242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701248.000000 Penalty: 113719.265625
Iteration 188Q: 33 clusters Score -1.577012e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 135115 members 
Mstep: Class 3 contains 27942 members 
Mstep: Class 4 contains 63301 members 
Mstep: Class 5 contains 24627 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223684 members 
Mstep: Class 8 contains 96846 members 
Mstep: Class 9 contains 308221 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219914 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 17677 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37195 members 
Mstep: Class 27 contains 3779 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13058 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4983 members 
Mstep: Class 32 contains 16242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701232.000000 Penalty: 113719.265625
Iteration 189Q: 33 clusters Score -1.577012e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 135114 members 
Mstep: Class 3 contains 27942 members 
Mstep: Class 4 contains 63301 members 
Mstep: Class 5 contains 24627 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223683 members 
Mstep: Class 8 contains 96845 members 
Mstep: Class 9 contains 308222 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219914 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 17677 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37194 members 
Mstep: Class 27 contains 3782 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13058 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4983 members 
Mstep: Class 32 contains 16242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701152.000000 Penalty: 113719.265625
Iteration 190Q: 33 clusters Score -1.577012e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 135114 members 
Mstep: Class 3 contains 27941 members 
Mstep: Class 4 contains 63300 members 
Mstep: Class 5 contains 24627 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223682 members 
Mstep: Class 8 contains 96844 members 
Mstep: Class 9 contains 308222 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219914 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37194 members 
Mstep: Class 27 contains 3787 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13058 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4984 members 
Mstep: Class 32 contains 16242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701152.000000 Penalty: 113719.265625
Iteration 191Q: 33 clusters Score -1.577012e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 27941 members 
Mstep: Class 4 contains 63300 members 
Mstep: Class 5 contains 24626 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223682 members 
Mstep: Class 8 contains 96844 members 
Mstep: Class 9 contains 308222 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219914 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37194 members 
Mstep: Class 27 contains 3789 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13057 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4985 members 
Mstep: Class 32 contains 16242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701184.000000 Penalty: 113719.265625
Iteration 192Q: 33 clusters Score -1.577012e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 27941 members 
Mstep: Class 4 contains 63300 members 
Mstep: Class 5 contains 24627 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223681 members 
Mstep: Class 8 contains 96845 members 
Mstep: Class 9 contains 308222 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219914 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37194 members 
Mstep: Class 27 contains 3789 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13056 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4985 members 
Mstep: Class 32 contains 16242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701168.000000 Penalty: 113719.265625
Iteration 193Q: 33 clusters Score -1.577012e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 27941 members 
Mstep: Class 4 contains 63299 members 
Mstep: Class 5 contains 24626 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223681 members 
Mstep: Class 8 contains 96845 members 
Mstep: Class 9 contains 308222 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219914 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37194 members 
Mstep: Class 27 contains 3790 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13057 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4985 members 
Mstep: Class 32 contains 16242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701184.000000 Penalty: 113719.265625
Iteration 194Q: 33 clusters Score -1.577012e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 27941 members 
Mstep: Class 4 contains 63299 members 
Mstep: Class 5 contains 24626 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223681 members 
Mstep: Class 8 contains 96844 members 
Mstep: Class 9 contains 308222 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219914 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37194 members 
Mstep: Class 27 contains 3791 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13057 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4985 members 
Mstep: Class 32 contains 16242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701200.000000 Penalty: 113719.265625
Iteration 195Q: 33 clusters Score -1.577012e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 27941 members 
Mstep: Class 4 contains 63300 members 
Mstep: Class 5 contains 24626 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223681 members 
Mstep: Class 8 contains 96843 members 
Mstep: Class 9 contains 308222 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219914 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37194 members 
Mstep: Class 27 contains 3791 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13057 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4985 members 
Mstep: Class 32 contains 16242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701200.000000 Penalty: 113719.265625
Iteration 196Q: 33 clusters Score -1.577012e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 27942 members 
Mstep: Class 4 contains 63300 members 
Mstep: Class 5 contains 24626 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223681 members 
Mstep: Class 8 contains 96842 members 
Mstep: Class 9 contains 308222 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219914 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37194 members 
Mstep: Class 27 contains 3791 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13057 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4985 members 
Mstep: Class 32 contains 16242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701184.000000 Penalty: 113719.265625
Iteration 197Q: 33 clusters Score -1.577012e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 27943 members 
Mstep: Class 4 contains 63300 members 
Mstep: Class 5 contains 24626 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223681 members 
Mstep: Class 8 contains 96841 members 
Mstep: Class 9 contains 308222 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219914 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37194 members 
Mstep: Class 27 contains 3791 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13057 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4985 members 
Mstep: Class 32 contains 16242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701168.000000 Penalty: 113719.265625
Iteration 198Q: 33 clusters Score -1.577012e+08 nChanged 0
Entering ConstructFrom: 
Score: -157701168.000000 Penalty: 113719.265625
Entering ConstructFrom: 
Trying to split cluster 1 (10124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Entering Unmasked Estep 
Score: -950854.250000 Penalty: 2287.220703
	Iteration 0F: 2 clusters Score -950854.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -943189.250000 Penalty: 4574.441406
	Iteration 0F: 3 clusters Score -943189.2 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -945378.562500 Penalty: 4574.441406
	Iteration 1F: 3 clusters Score -945378.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -945671.312500 Penalty: 4574.441406
	Iteration 2F: 3 clusters Score -945671.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -945935.687500 Penalty: 4574.441406
	Iteration 3F: 3 clusters Score -945935.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -946200.750000 Penalty: 4574.441406
	Iteration 4Q: 3 clusters Score -946200.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -946470.687500 Penalty: 4574.441406
	Iteration 5Q: 3 clusters Score -946470.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -946794.312500 Penalty: 4574.441406
	Iteration 6Q: 3 clusters Score -946794.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -947117.187500 Penalty: 4574.441406
	Iteration 7Q: 3 clusters Score -947117.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -947436.812500 Penalty: 4574.441406
	Iteration 8Q: 3 clusters Score -947436.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -947724.250000 Penalty: 4574.441406
	Iteration 9Q: 3 clusters Score -947724.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -947961.687500 Penalty: 4574.441406
	Iteration 10Q: 3 clusters Score -947961.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -948191.375000 Penalty: 4574.441406
	Iteration 11Q: 3 clusters Score -948191.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -948406.125000 Penalty: 4574.441406
	Iteration 12Q: 3 clusters Score -948406.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -948575.437500 Penalty: 4574.441406
	Iteration 13Q: 3 clusters Score -948575.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -948719.812500 Penalty: 4574.441406
	Iteration 14Q: 3 clusters Score -948719.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -948817.625000 Penalty: 4574.441406
	Iteration 15Q: 3 clusters Score -948817.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -948897.812500 Penalty: 4574.441406
	Iteration 16Q: 3 clusters Score -948897.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -948983.062500 Penalty: 4574.441406
	Iteration 17Q: 3 clusters Score -948983.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -949052.875000 Penalty: 4574.441406
	Iteration 18Q: 3 clusters Score -949052.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -949105.125000 Penalty: 4574.441406
	Iteration 19Q: 3 clusters Score -949105.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -949137.187500 Penalty: 4574.441406
	Iteration 20F: 3 clusters Score -949137.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -949167.000000 Penalty: 4574.441406
	Iteration 21Q: 3 clusters Score -949167 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -949192.687500 Penalty: 4574.441406
	Iteration 22Q: 3 clusters Score -949192.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -949220.000000 Penalty: 4574.441406
	Iteration 23Q: 3 clusters Score -949220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -949247.875000 Penalty: 4574.441406
	Iteration 24Q: 3 clusters Score -949247.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -949264.500000 Penalty: 4574.441406
	Iteration 25Q: 3 clusters Score -949264.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -949274.812500 Penalty: 4574.441406
	Iteration 26Q: 3 clusters Score -949274.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -949290.812500 Penalty: 4574.441406
	Iteration 27Q: 3 clusters Score -949290.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -949310.937500 Penalty: 4574.441406
	Iteration 28Q: 3 clusters Score -949310.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -949330.125000 Penalty: 4574.441406
	Iteration 29Q: 3 clusters Score -949330.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -949347.000000 Penalty: 4574.441406
	Iteration 30Q: 3 clusters Score -949347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -949357.750000 Penalty: 4574.441406
	Iteration 31Q: 3 clusters Score -949357.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -949367.000000 Penalty: 4574.441406
	Iteration 32Q: 3 clusters Score -949367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -949375.500000 Penalty: 4574.441406
	Iteration 33Q: 3 clusters Score -949375.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -949382.437500 Penalty: 4574.441406
	Iteration 34Q: 3 clusters Score -949382.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -949392.437500 Penalty: 4574.441406
	Iteration 35Q: 3 clusters Score -949392.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -949404.875000 Penalty: 4574.441406
	Iteration 36Q: 3 clusters Score -949404.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -949422.812500 Penalty: 4574.441406
	Iteration 37Q: 3 clusters Score -949422.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -949436.062500 Penalty: 4574.441406
	Iteration 38Q: 3 clusters Score -949436.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -949440.687500 Penalty: 4574.441406
	Iteration 39Q: 3 clusters Score -949440.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -949448.125000 Penalty: 4574.441406
	Iteration 40F: 3 clusters Score -949448.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -949449.562500 Penalty: 4574.441406
	Iteration 41Q: 3 clusters Score -949449.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -949455.125000 Penalty: 4574.441406
	Iteration 42Q: 3 clusters Score -949455.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -949460.625000 Penalty: 4574.441406
	Iteration 43Q: 3 clusters Score -949460.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -949462.000000 Penalty: 4574.441406
	Iteration 44Q: 3 clusters Score -949462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -949464.812500 Penalty: 4574.441406
	Iteration 45Q: 3 clusters Score -949464.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -949464.000000 Penalty: 4574.441406
	Iteration 46Q: 3 clusters Score -949464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -949465.250000 Penalty: 4574.441406
	Iteration 47Q: 3 clusters Score -949465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -949467.750000 Penalty: 4574.441406
	Iteration 48Q: 3 clusters Score -949467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -949467.812500 Penalty: 4574.441406
	Iteration 49Q: 3 clusters Score -949467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -949468.375000 Penalty: 4574.441406
	Iteration 50Q: 3 clusters Score -949468.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -949468.000000 Penalty: 4574.441406
	Iteration 51Q: 3 clusters Score -949468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -949466.062500 Penalty: 4574.441406
	Iteration 52Q: 3 clusters Score -949466.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -949469.687500 Penalty: 4574.441406
	Iteration 53Q: 3 clusters Score -949469.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -949469.625000 Penalty: 4574.441406
	Iteration 54Q: 3 clusters Score -949469.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -949471.187500 Penalty: 4574.441406
	Iteration 55Q: 3 clusters Score -949471.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -949471.000000 Penalty: 4574.441406
	Iteration 56Q: 3 clusters Score -949471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -949473.000000 Penalty: 4574.441406
	Iteration 57Q: 3 clusters Score -949473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -949473.437500 Penalty: 4574.441406
	Iteration 58Q: 3 clusters Score -949473.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -949474.687500 Penalty: 4574.441406
	Iteration 59Q: 3 clusters Score -949474.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -949478.125000 Penalty: 4574.441406
	Iteration 60F: 3 clusters Score -949478.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -949478.562500 Penalty: 4574.441406
	Iteration 61Q: 3 clusters Score -949478.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -949479.187500 Penalty: 4574.441406
	Iteration 62Q: 3 clusters Score -949479.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -949482.125000 Penalty: 4574.441406
	Iteration 63Q: 3 clusters Score -949482.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -949482.125000 Penalty: 4574.441406
	Iteration 64F: 3 clusters Score -949482.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (135113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135113 members 
Entering Unmasked Estep 
Score: -13091710.000000 Penalty: 2929.838867
	Iteration 0F: 2 clusters Score -1.309171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 67279 members 
Entering Unmasked Estep 
Score: -13001011.000000 Penalty: 5859.677734
	Iteration 0F: 3 clusters Score -1.300101e+07 nChanged 64725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 64082 members 
Entering Unmasked Estep 
Score: -13038891.000000 Penalty: 5859.677734
	Iteration 1F: 3 clusters Score -1.303889e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72993 members 
Mstep: Class 2 contains 62120 members 
Entering Unmasked Estep 
Score: -13040317.000000 Penalty: 5859.677734
	Iteration 2Q: 3 clusters Score -1.304032e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75739 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -13042175.000000 Penalty: 5859.677734
	Iteration 3Q: 3 clusters Score -1.304218e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
Score: -13044508.000000 Penalty: 5859.677734
	Iteration 4Q: 3 clusters Score -1.304451e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84864 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -13047972.000000 Penalty: 5859.677734
	Iteration 5Q: 3 clusters Score -1.304797e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92026 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -13052639.000000 Penalty: 5859.677734
	Iteration 6F: 3 clusters Score -1.305264e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -13059304.000000 Penalty: 5859.677734
	Iteration 7F: 3 clusters Score -1.30593e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111416 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -13067716.000000 Penalty: 5859.677734
	Iteration 8F: 3 clusters Score -1.306772e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121281 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -13076634.000000 Penalty: 5859.677734
	Iteration 9F: 3 clusters Score -1.307663e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128403 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -13083293.000000 Penalty: 5859.677734
	Iteration 10F: 3 clusters Score -1.308329e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132235 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -13086717.000000 Penalty: 5859.677734
	Iteration 11Q: 3 clusters Score -1.308672e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133862 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -13088104.000000 Penalty: 5859.677734
	Iteration 12Q: 3 clusters Score -1.30881e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134432 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -13088652.000000 Penalty: 5859.677734
	Iteration 13Q: 3 clusters Score -1.308865e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134641 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -13088870.000000 Penalty: 5859.677734
	Iteration 14Q: 3 clusters Score -1.308887e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134723 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -13088966.000000 Penalty: 5859.677734
	Iteration 15Q: 3 clusters Score -1.308897e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134762 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -13089033.000000 Penalty: 5859.677734
	Iteration 16Q: 3 clusters Score -1.308903e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134792 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -13089074.000000 Penalty: 5859.677734
	Iteration 17Q: 3 clusters Score -1.308907e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134808 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -13089094.000000 Penalty: 5859.677734
	Iteration 18Q: 3 clusters Score -1.308909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134819 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -13089119.000000 Penalty: 5859.677734
	Iteration 19Q: 3 clusters Score -1.308912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134824 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13089124.000000 Penalty: 5859.677734
	Iteration 20F: 3 clusters Score -1.308912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134824 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13089143.000000 Penalty: 5859.677734
	Iteration 21Q: 3 clusters Score -1.308914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134825 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -13089140.000000 Penalty: 5859.677734
	Iteration 22Q: 3 clusters Score -1.308914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134828 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -13089150.000000 Penalty: 5859.677734
	Iteration 23Q: 3 clusters Score -1.308915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134829 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13089150.000000 Penalty: 5859.677734
	Iteration 24Q: 3 clusters Score -1.308915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134831 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -13089151.000000 Penalty: 5859.677734
	Iteration 25Q: 3 clusters Score -1.308915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134833 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -13089164.000000 Penalty: 5859.677734
	Iteration 26Q: 3 clusters Score -1.308916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134834 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13089168.000000 Penalty: 5859.677734
	Iteration 27Q: 3 clusters Score -1.308917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134837 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -13089172.000000 Penalty: 5859.677734
	Iteration 28Q: 3 clusters Score -1.308917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134836 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -13089180.000000 Penalty: 5859.677734
	Iteration 29Q: 3 clusters Score -1.308918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134838 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -13089186.000000 Penalty: 5859.677734
	Iteration 30Q: 3 clusters Score -1.308919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134839 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -13089197.000000 Penalty: 5859.677734
	Iteration 31Q: 3 clusters Score -1.30892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134839 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -13089197.000000 Penalty: 5859.677734
	Iteration 32F: 3 clusters Score -1.30892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Entering Unmasked Estep 
Score: -2695229.000000 Penalty: 2539.004639
	Iteration 0F: 2 clusters Score -2695229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2675929.750000 Penalty: 5078.009277
	Iteration 0F: 3 clusters Score -2675930 nChanged 12565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2682726.250000 Penalty: 5078.009277
	Iteration 1F: 3 clusters Score -2682726 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2683191.750000 Penalty: 5078.009277
	Iteration 2Q: 3 clusters Score -2683192 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2683611.250000 Penalty: 5078.009277
	Iteration 3Q: 3 clusters Score -2683611 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2684011.750000 Penalty: 5078.009277
	Iteration 4Q: 3 clusters Score -2684012 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2684457.750000 Penalty: 5078.009277
	Iteration 5Q: 3 clusters Score -2684458 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2685019.000000 Penalty: 5078.009277
	Iteration 6Q: 3 clusters Score -2685019 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2685817.000000 Penalty: 5078.009277
	Iteration 7Q: 3 clusters Score -2685817 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2686875.750000 Penalty: 5078.009277
	Iteration 8F: 3 clusters Score -2686876 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2688225.000000 Penalty: 5078.009277
	Iteration 9F: 3 clusters Score -2688225 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2689622.500000 Penalty: 5078.009277
	Iteration 10F: 3 clusters Score -2689622 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2690810.000000 Penalty: 5078.009277
	Iteration 11Q: 3 clusters Score -2690810 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2691769.000000 Penalty: 5078.009277
	Iteration 12Q: 3 clusters Score -2691769 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2692531.750000 Penalty: 5078.009277
	Iteration 13Q: 3 clusters Score -2692532 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2693126.250000 Penalty: 5078.009277
	Iteration 14Q: 3 clusters Score -2693126 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2693651.250000 Penalty: 5078.009277
	Iteration 15Q: 3 clusters Score -2693651 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2694174.250000 Penalty: 5078.009277
	Iteration 16Q: 3 clusters Score -2694174 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2694659.000000 Penalty: 5078.009277
	Iteration 17Q: 3 clusters Score -2694659 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2695078.750000 Penalty: 5078.009277
	Iteration 18Q: 3 clusters Score -2695079 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2695433.750000 Penalty: 5078.009277
	Iteration 19Q: 3 clusters Score -2695434 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2695650.250000 Penalty: 5078.009277
	Iteration 20F: 3 clusters Score -2695650 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2695766.500000 Penalty: 5078.009277
	Iteration 21Q: 3 clusters Score -2695766 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2695832.500000 Penalty: 5078.009277
	Iteration 22Q: 3 clusters Score -2695832 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2695868.000000 Penalty: 5078.009277
	Iteration 23Q: 3 clusters Score -2695868 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2695881.750000 Penalty: 5078.009277
	Iteration 24Q: 3 clusters Score -2695882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2695892.500000 Penalty: 5078.009277
	Iteration 25Q: 3 clusters Score -2695892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2695904.000000 Penalty: 5078.009277
	Iteration 26Q: 3 clusters Score -2695904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2695912.000000 Penalty: 5078.009277
	Iteration 27Q: 3 clusters Score -2695912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2695906.250000 Penalty: 5078.009277
	Iteration 28Q: 3 clusters Score -2695906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2695915.000000 Penalty: 5078.009277
	Iteration 29Q: 3 clusters Score -2695915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2695908.250000 Penalty: 5078.009277
	Iteration 30Q: 3 clusters Score -2695908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2695912.000000 Penalty: 5078.009277
	Iteration 31Q: 3 clusters Score -2695912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2695906.000000 Penalty: 5078.009277
	Iteration 32Q: 3 clusters Score -2695906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2695907.250000 Penalty: 5078.009277
	Iteration 33Q: 3 clusters Score -2695907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2695910.500000 Penalty: 5078.009277
	Iteration 34Q: 3 clusters Score -2695910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2695910.500000 Penalty: 5078.009277
	Iteration 35F: 3 clusters Score -2695910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 22146 members 
Mstep: Class 4 contains 63300 members 
Mstep: Class 5 contains 24626 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223681 members 
Mstep: Class 8 contains 96841 members 
Mstep: Class 9 contains 308222 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219914 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37194 members 
Mstep: Class 27 contains 3791 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13057 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4985 members 
Mstep: Class 32 contains 16242 members 
Mstep: Class 33 contains 5797 members 
Entering Unmasked Estep 
Score: -157700432.000000 Penalty: 117273.000000
Splitting cluster 3 changes total score from -157701168.000000 to -157700432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (63300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Entering Unmasked Estep 
Score: -6145942.500000 Penalty: 2741.798828
	Iteration 0F: 2 clusters Score -6145942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -6103408.000000 Penalty: 5483.597656
	Iteration 0F: 3 clusters Score -6103408 nChanged 29431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -6119807.500000 Penalty: 5483.597656
	Iteration 1F: 3 clusters Score -6119808 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -6120835.000000 Penalty: 5483.597656
	Iteration 2Q: 3 clusters Score -6120835 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -6122390.500000 Penalty: 5483.597656
	Iteration 3F: 3 clusters Score -6122390 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -6124955.500000 Penalty: 5483.597656
	Iteration 4F: 3 clusters Score -6124956 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -6128777.000000 Penalty: 5483.597656
	Iteration 5F: 3 clusters Score -6128777 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -6133227.500000 Penalty: 5483.597656
	Iteration 6F: 3 clusters Score -6133228 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -6137034.000000 Penalty: 5483.597656
	Iteration 7F: 3 clusters Score -6137034 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -6139913.500000 Penalty: 5483.597656
	Iteration 8F: 3 clusters Score -6139914 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -6142151.500000 Penalty: 5483.597656
	Iteration 9Q: 3 clusters Score -6142152 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -6143653.500000 Penalty: 5483.597656
	Iteration 10Q: 3 clusters Score -6143654 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -6144429.000000 Penalty: 5483.597656
	Iteration 11Q: 3 clusters Score -6144429 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -6144756.500000 Penalty: 5483.597656
	Iteration 12Q: 3 clusters Score -6144756 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58865 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -6144916.000000 Penalty: 5483.597656
	Iteration 13Q: 3 clusters Score -6144916 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -6145012.000000 Penalty: 5483.597656
	Iteration 14Q: 3 clusters Score -6145012 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -6145053.500000 Penalty: 5483.597656
	Iteration 15Q: 3 clusters Score -6145054 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -6145068.000000 Penalty: 5483.597656
	Iteration 16Q: 3 clusters Score -6145068 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -6145094.500000 Penalty: 5483.597656
	Iteration 17Q: 3 clusters Score -6145094 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -6145097.500000 Penalty: 5483.597656
	Iteration 18Q: 3 clusters Score -6145098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59161 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -6145115.000000 Penalty: 5483.597656
	Iteration 19Q: 3 clusters Score -6145115 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -6145105.000000 Penalty: 5483.597656
	Iteration 20F: 3 clusters Score -6145105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59186 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -6145109.000000 Penalty: 5483.597656
	Iteration 21Q: 3 clusters Score -6145109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -6145106.500000 Penalty: 5483.597656
	Iteration 22Q: 3 clusters Score -6145106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6145105.000000 Penalty: 5483.597656
	Iteration 23Q: 3 clusters Score -6145105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -6145105.500000 Penalty: 5483.597656
	Iteration 24Q: 3 clusters Score -6145106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -6145098.500000 Penalty: 5483.597656
	Iteration 25Q: 3 clusters Score -6145098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -6145103.000000 Penalty: 5483.597656
	Iteration 26Q: 3 clusters Score -6145103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -6145129.000000 Penalty: 5483.597656
	Iteration 27Q: 3 clusters Score -6145129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -6145117.500000 Penalty: 5483.597656
	Iteration 28Q: 3 clusters Score -6145118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -6145120.000000 Penalty: 5483.597656
	Iteration 29Q: 3 clusters Score -6145120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -6145118.000000 Penalty: 5483.597656
	Iteration 30Q: 3 clusters Score -6145118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -6145115.000000 Penalty: 5483.597656
	Iteration 31Q: 3 clusters Score -6145115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -6145120.500000 Penalty: 5483.597656
	Iteration 32Q: 3 clusters Score -6145120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -6145126.000000 Penalty: 5483.597656
	Iteration 33Q: 3 clusters Score -6145126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -6145120.500000 Penalty: 5483.597656
	Iteration 34Q: 3 clusters Score -6145120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -6145120.500000 Penalty: 5483.597656
	Iteration 35Q: 3 clusters Score -6145120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -6145117.000000 Penalty: 5483.597656
	Iteration 36Q: 3 clusters Score -6145117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59160 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -6145114.000000 Penalty: 5483.597656
	Iteration 37Q: 3 clusters Score -6145114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -6145119.000000 Penalty: 5483.597656
	Iteration 38Q: 3 clusters Score -6145119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -6145114.500000 Penalty: 5483.597656
	Iteration 39Q: 3 clusters Score -6145114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -6145111.500000 Penalty: 5483.597656
	Iteration 40F: 3 clusters Score -6145112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -6145116.000000 Penalty: 5483.597656
	Iteration 41Q: 3 clusters Score -6145116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -6145114.000000 Penalty: 5483.597656
	Iteration 42Q: 3 clusters Score -6145114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -6145112.000000 Penalty: 5483.597656
	Iteration 43Q: 3 clusters Score -6145112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -6145118.500000 Penalty: 5483.597656
	Iteration 44Q: 3 clusters Score -6145118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -6145116.500000 Penalty: 5483.597656
	Iteration 45Q: 3 clusters Score -6145116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -6145116.500000 Penalty: 5483.597656
	Iteration 46F: 3 clusters Score -6145116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Entering Unmasked Estep 
Score: -2208455.500000 Penalty: 2507.666260
	Iteration 0F: 2 clusters Score -2208456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2191286.250000 Penalty: 5015.332520
	Iteration 0F: 3 clusters Score -2191286 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2197557.250000 Penalty: 5015.332520
	Iteration 1F: 3 clusters Score -2197557 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2198456.750000 Penalty: 5015.332520
	Iteration 2F: 3 clusters Score -2198457 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2199458.000000 Penalty: 5015.332520
	Iteration 3F: 3 clusters Score -2199458 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2200553.250000 Penalty: 5015.332520
	Iteration 4F: 3 clusters Score -2200553 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2201663.750000 Penalty: 5015.332520
	Iteration 5F: 3 clusters Score -2201664 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2202780.750000 Penalty: 5015.332520
	Iteration 6F: 3 clusters Score -2202781 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2203799.000000 Penalty: 5015.332520
	Iteration 7F: 3 clusters Score -2203799 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2204452.750000 Penalty: 5015.332520
	Iteration 8Q: 3 clusters Score -2204453 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2204936.500000 Penalty: 5015.332520
	Iteration 9Q: 3 clusters Score -2204936 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2205325.250000 Penalty: 5015.332520
	Iteration 10Q: 3 clusters Score -2205325 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2205618.750000 Penalty: 5015.332520
	Iteration 11Q: 3 clusters Score -2205619 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2205877.500000 Penalty: 5015.332520
	Iteration 12Q: 3 clusters Score -2205878 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2206091.500000 Penalty: 5015.332520
	Iteration 13Q: 3 clusters Score -2206092 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2206258.250000 Penalty: 5015.332520
	Iteration 14Q: 3 clusters Score -2206258 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2206387.000000 Penalty: 5015.332520
	Iteration 15Q: 3 clusters Score -2206387 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2206492.250000 Penalty: 5015.332520
	Iteration 16Q: 3 clusters Score -2206492 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -2206579.000000 Penalty: 5015.332520
	Iteration 17Q: 3 clusters Score -2206579 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2206655.500000 Penalty: 5015.332520
	Iteration 18Q: 3 clusters Score -2206656 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -2206723.000000 Penalty: 5015.332520
	Iteration 19Q: 3 clusters Score -2206723 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -2206785.500000 Penalty: 5015.332520
	Iteration 20F: 3 clusters Score -2206786 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2206845.500000 Penalty: 5015.332520
	Iteration 21Q: 3 clusters Score -2206846 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -2206923.250000 Penalty: 5015.332520
	Iteration 22Q: 3 clusters Score -2206923 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -2206993.000000 Penalty: 5015.332520
	Iteration 23Q: 3 clusters Score -2206993 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -2207052.750000 Penalty: 5015.332520
	Iteration 24Q: 3 clusters Score -2207053 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -2207094.000000 Penalty: 5015.332520
	Iteration 25Q: 3 clusters Score -2207094 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2207143.000000 Penalty: 5015.332520
	Iteration 26Q: 3 clusters Score -2207143 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -2207180.000000 Penalty: 5015.332520
	Iteration 27Q: 3 clusters Score -2207180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -2207210.750000 Penalty: 5015.332520
	Iteration 28Q: 3 clusters Score -2207211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -2207230.250000 Penalty: 5015.332520
	Iteration 29Q: 3 clusters Score -2207230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -2207234.000000 Penalty: 5015.332520
	Iteration 30Q: 3 clusters Score -2207234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2207245.500000 Penalty: 5015.332520
	Iteration 31Q: 3 clusters Score -2207246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -2207247.500000 Penalty: 5015.332520
	Iteration 32Q: 3 clusters Score -2207248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2207252.000000 Penalty: 5015.332520
	Iteration 33Q: 3 clusters Score -2207252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -2207256.750000 Penalty: 5015.332520
	Iteration 34Q: 3 clusters Score -2207257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2207255.750000 Penalty: 5015.332520
	Iteration 35Q: 3 clusters Score -2207256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -2207256.000000 Penalty: 5015.332520
	Iteration 36Q: 3 clusters Score -2207256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2207257.250000 Penalty: 5015.332520
	Iteration 37Q: 3 clusters Score -2207257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2207257.250000 Penalty: 5015.332520
	Iteration 38F: 3 clusters Score -2207257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Entering Unmasked Estep 
Score: -703518.187500 Penalty: 2215.319580
	Iteration 0F: 2 clusters Score -703518.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -697398.187500 Penalty: 4430.639160
	Iteration 0F: 3 clusters Score -697398.2 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -699057.062500 Penalty: 4430.639160
	Iteration 1F: 3 clusters Score -699057.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -699303.000000 Penalty: 4430.639160
	Iteration 2F: 3 clusters Score -699303 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -699471.125000 Penalty: 4430.639160
	Iteration 3Q: 3 clusters Score -699471.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -699575.937500 Penalty: 4430.639160
	Iteration 4Q: 3 clusters Score -699575.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -699670.062500 Penalty: 4430.639160
	Iteration 5Q: 3 clusters Score -699670.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -699743.125000 Penalty: 4430.639160
	Iteration 6Q: 3 clusters Score -699743.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -699818.625000 Penalty: 4430.639160
	Iteration 7Q: 3 clusters Score -699818.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -699889.937500 Penalty: 4430.639160
	Iteration 8Q: 3 clusters Score -699889.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -699963.187500 Penalty: 4430.639160
	Iteration 9Q: 3 clusters Score -699963.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -700030.812500 Penalty: 4430.639160
	Iteration 10Q: 3 clusters Score -700030.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -700106.312500 Penalty: 4430.639160
	Iteration 11Q: 3 clusters Score -700106.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -700193.500000 Penalty: 4430.639160
	Iteration 12Q: 3 clusters Score -700193.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -700278.562500 Penalty: 4430.639160
	Iteration 13Q: 3 clusters Score -700278.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -700384.062500 Penalty: 4430.639160
	Iteration 14Q: 3 clusters Score -700384.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -700487.000000 Penalty: 4430.639160
	Iteration 15Q: 3 clusters Score -700487 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -700611.000000 Penalty: 4430.639160
	Iteration 16Q: 3 clusters Score -700611 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -700753.312500 Penalty: 4430.639160
	Iteration 17Q: 3 clusters Score -700753.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -700891.062500 Penalty: 4430.639160
	Iteration 18Q: 3 clusters Score -700891.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -701020.437500 Penalty: 4430.639160
	Iteration 19Q: 3 clusters Score -701020.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -701137.437500 Penalty: 4430.639160
	Iteration 20F: 3 clusters Score -701137.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -701255.187500 Penalty: 4430.639160
	Iteration 21Q: 3 clusters Score -701255.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -701347.312500 Penalty: 4430.639160
	Iteration 22Q: 3 clusters Score -701347.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -701428.500000 Penalty: 4430.639160
	Iteration 23Q: 3 clusters Score -701428.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -701483.875000 Penalty: 4430.639160
	Iteration 24Q: 3 clusters Score -701483.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -701529.187500 Penalty: 4430.639160
	Iteration 25Q: 3 clusters Score -701529.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -701579.375000 Penalty: 4430.639160
	Iteration 26Q: 3 clusters Score -701579.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -701623.562500 Penalty: 4430.639160
	Iteration 27Q: 3 clusters Score -701623.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -701645.875000 Penalty: 4430.639160
	Iteration 28Q: 3 clusters Score -701645.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -701666.312500 Penalty: 4430.639160
	Iteration 29Q: 3 clusters Score -701666.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -701678.812500 Penalty: 4430.639160
	Iteration 30Q: 3 clusters Score -701678.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -701690.000000 Penalty: 4430.639160
	Iteration 31Q: 3 clusters Score -701690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -701695.812500 Penalty: 4430.639160
	Iteration 32Q: 3 clusters Score -701695.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -701702.312500 Penalty: 4430.639160
	Iteration 33Q: 3 clusters Score -701702.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -701707.562500 Penalty: 4430.639160
	Iteration 34Q: 3 clusters Score -701707.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -701709.375000 Penalty: 4430.639160
	Iteration 35Q: 3 clusters Score -701709.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -701712.062500 Penalty: 4430.639160
	Iteration 36Q: 3 clusters Score -701712.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -701718.062500 Penalty: 4430.639160
	Iteration 37Q: 3 clusters Score -701718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -701717.937500 Penalty: 4430.639160
	Iteration 38Q: 3 clusters Score -701717.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -701717.875000 Penalty: 4430.639160
	Iteration 39Q: 3 clusters Score -701717.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -701717.875000 Penalty: 4430.639160
	Iteration 40F: 3 clusters Score -701717.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (223681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223681 members 
Entering Unmasked Estep 
Score: -21997788.000000 Penalty: 3054.858154
	Iteration 0F: 2 clusters Score -2.199779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112051 members 
Mstep: Class 2 contains 111630 members 
Entering Unmasked Estep 
Score: -21849770.000000 Penalty: 6109.716309
	Iteration 0F: 3 clusters Score -2.184977e+07 nChanged 107580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115139 members 
Mstep: Class 2 contains 108542 members 
Entering Unmasked Estep 
Score: -21913108.000000 Penalty: 6109.716309
	Iteration 1F: 3 clusters Score -2.191311e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117056 members 
Mstep: Class 2 contains 106625 members 
Entering Unmasked Estep 
Score: -21914606.000000 Penalty: 6109.716309
	Iteration 2Q: 3 clusters Score -2.191461e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119941 members 
Mstep: Class 2 contains 103740 members 
Entering Unmasked Estep 
Score: -21916198.000000 Penalty: 6109.716309
	Iteration 3Q: 3 clusters Score -2.19162e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124439 members 
Mstep: Class 2 contains 99242 members 
Entering Unmasked Estep 
Score: -21918756.000000 Penalty: 6109.716309
	Iteration 4Q: 3 clusters Score -2.191876e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131021 members 
Mstep: Class 2 contains 92660 members 
Entering Unmasked Estep 
Score: -21922266.000000 Penalty: 6109.716309
	Iteration 5Q: 3 clusters Score -2.192227e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140485 members 
Mstep: Class 2 contains 83196 members 
Entering Unmasked Estep 
Score: -21928270.000000 Penalty: 6109.716309
	Iteration 6Q: 3 clusters Score -2.192827e+07 nChanged 13778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153393 members 
Mstep: Class 2 contains 70288 members 
Entering Unmasked Estep 
Score: -21937574.000000 Penalty: 6109.716309
	Iteration 7F: 3 clusters Score -2.193757e+07 nChanged 15563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168512 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
Score: -21949644.000000 Penalty: 6109.716309
	Iteration 8F: 3 clusters Score -2.194964e+07 nChanged 15963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184337 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -21963352.000000 Penalty: 6109.716309
	Iteration 9F: 3 clusters Score -2.196335e+07 nChanged 13938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198215 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -21975096.000000 Penalty: 6109.716309
	Iteration 10F: 3 clusters Score -2.19751e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208659 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -21983768.000000 Penalty: 6109.716309
	Iteration 11Q: 3 clusters Score -2.198377e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215412 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -21989200.000000 Penalty: 6109.716309
	Iteration 12Q: 3 clusters Score -2.19892e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219319 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -21992212.000000 Penalty: 6109.716309
	Iteration 13Q: 3 clusters Score -2.199221e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221284 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -21993780.000000 Penalty: 6109.716309
	Iteration 14Q: 3 clusters Score -2.199378e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222233 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -21994448.000000 Penalty: 6109.716309
	Iteration 15Q: 3 clusters Score -2.199445e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222699 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -21994772.000000 Penalty: 6109.716309
	Iteration 16Q: 3 clusters Score -2.199477e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222929 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -21994996.000000 Penalty: 6109.716309
	Iteration 17Q: 3 clusters Score -2.1995e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223044 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -21995096.000000 Penalty: 6109.716309
	Iteration 18Q: 3 clusters Score -2.19951e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223098 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21995132.000000 Penalty: 6109.716309
	Iteration 19Q: 3 clusters Score -2.199513e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223121 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -21995150.000000 Penalty: 6109.716309
	Iteration 20F: 3 clusters Score -2.199515e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223137 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -21995168.000000 Penalty: 6109.716309
	Iteration 21Q: 3 clusters Score -2.199517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223140 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -21995180.000000 Penalty: 6109.716309
	Iteration 22Q: 3 clusters Score -2.199518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223153 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -21995172.000000 Penalty: 6109.716309
	Iteration 23Q: 3 clusters Score -2.199517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223162 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -21995188.000000 Penalty: 6109.716309
	Iteration 24Q: 3 clusters Score -2.199519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223166 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -21995174.000000 Penalty: 6109.716309
	Iteration 25Q: 3 clusters Score -2.199517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223166 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -21995184.000000 Penalty: 6109.716309
	Iteration 26Q: 3 clusters Score -2.199518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223166 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -21995184.000000 Penalty: 6109.716309
	Iteration 27F: 3 clusters Score -2.199518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (96841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96841 members 
Entering Unmasked Estep 
Score: -9336543.000000 Penalty: 2847.244629
	Iteration 0F: 2 clusters Score -9336543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -9271341.000000 Penalty: 5694.489258
	Iteration 0F: 3 clusters Score -9271341 nChanged 45823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -9297649.000000 Penalty: 5694.489258
	Iteration 1F: 3 clusters Score -9297649 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -9298557.000000 Penalty: 5694.489258
	Iteration 2Q: 3 clusters Score -9298557 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -9299738.000000 Penalty: 5694.489258
	Iteration 3Q: 3 clusters Score -9299738 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -9301989.000000 Penalty: 5694.489258
	Iteration 4Q: 3 clusters Score -9301989 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 66005 members 
Entering Unmasked Estep 
Score: -9305855.000000 Penalty: 5694.489258
	Iteration 5F: 3 clusters Score -9305855 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 73453 members 
Entering Unmasked Estep 
Score: -9311853.000000 Penalty: 5694.489258
	Iteration 6F: 3 clusters Score -9311853 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 81630 members 
Entering Unmasked Estep 
Score: -9319552.000000 Penalty: 5694.489258
	Iteration 7F: 3 clusters Score -9319552 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 88667 members 
Entering Unmasked Estep 
Score: -9326549.000000 Penalty: 5694.489258
	Iteration 8F: 3 clusters Score -9326549 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 93080 members 
Entering Unmasked Estep 
Score: -9330867.000000 Penalty: 5694.489258
	Iteration 9Q: 3 clusters Score -9330867 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 95117 members 
Entering Unmasked Estep 
Score: -9332845.000000 Penalty: 5694.489258
	Iteration 10Q: 3 clusters Score -9332845 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 95934 members 
Entering Unmasked Estep 
Score: -9333615.000000 Penalty: 5694.489258
	Iteration 11Q: 3 clusters Score -9333615 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 96194 members 
Entering Unmasked Estep 
Score: -9333960.000000 Penalty: 5694.489258
	Iteration 12Q: 3 clusters Score -9333960 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 96267 members 
Entering Unmasked Estep 
Score: -9334099.000000 Penalty: 5694.489258
	Iteration 13Q: 3 clusters Score -9334099 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 96288 members 
Entering Unmasked Estep 
Score: -9334211.000000 Penalty: 5694.489258
	Iteration 14Q: 3 clusters Score -9334211 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 96295 members 
Entering Unmasked Estep 
Score: -9334301.000000 Penalty: 5694.489258
	Iteration 15Q: 3 clusters Score -9334301 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 96293 members 
Entering Unmasked Estep 
Score: -9334379.000000 Penalty: 5694.489258
	Iteration 16Q: 3 clusters Score -9334379 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 96280 members 
Entering Unmasked Estep 
Score: -9334437.000000 Penalty: 5694.489258
	Iteration 17Q: 3 clusters Score -9334437 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 96261 members 
Entering Unmasked Estep 
Score: -9334517.000000 Penalty: 5694.489258
	Iteration 18Q: 3 clusters Score -9334517 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -9334517.000000 Penalty: 5694.489258
	Iteration 19Q: 3 clusters Score -9334517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 96249 members 
Entering Unmasked Estep 
Score: -9334562.000000 Penalty: 5694.489258
	Iteration 20F: 3 clusters Score -9334562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 96240 members 
Entering Unmasked Estep 
Score: -9334617.000000 Penalty: 5694.489258
	Iteration 21Q: 3 clusters Score -9334617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 96224 members 
Entering Unmasked Estep 
Score: -9334651.000000 Penalty: 5694.489258
	Iteration 22Q: 3 clusters Score -9334651 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 96210 members 
Entering Unmasked Estep 
Score: -9334669.000000 Penalty: 5694.489258
	Iteration 23Q: 3 clusters Score -9334669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 96199 members 
Entering Unmasked Estep 
Score: -9334673.000000 Penalty: 5694.489258
	Iteration 24Q: 3 clusters Score -9334673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 96193 members 
Entering Unmasked Estep 
Score: -9334698.000000 Penalty: 5694.489258
	Iteration 25Q: 3 clusters Score -9334698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 96186 members 
Entering Unmasked Estep 
Score: -9334705.000000 Penalty: 5694.489258
	Iteration 26Q: 3 clusters Score -9334705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 96173 members 
Entering Unmasked Estep 
Score: -9334723.000000 Penalty: 5694.489258
	Iteration 27Q: 3 clusters Score -9334723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 96166 members 
Entering Unmasked Estep 
Score: -9334736.000000 Penalty: 5694.489258
	Iteration 28Q: 3 clusters Score -9334736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 96158 members 
Entering Unmasked Estep 
Score: -9334745.000000 Penalty: 5694.489258
	Iteration 29Q: 3 clusters Score -9334745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 96149 members 
Entering Unmasked Estep 
Score: -9334765.000000 Penalty: 5694.489258
	Iteration 30Q: 3 clusters Score -9334765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 96140 members 
Entering Unmasked Estep 
Score: -9334786.000000 Penalty: 5694.489258
	Iteration 31Q: 3 clusters Score -9334786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 96128 members 
Entering Unmasked Estep 
Score: -9334815.000000 Penalty: 5694.489258
	Iteration 32Q: 3 clusters Score -9334815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 96130 members 
Entering Unmasked Estep 
Score: -9334841.000000 Penalty: 5694.489258
	Iteration 33Q: 3 clusters Score -9334841 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 96128 members 
Entering Unmasked Estep 
Score: -9334885.000000 Penalty: 5694.489258
	Iteration 34Q: 3 clusters Score -9334885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 96120 members 
Entering Unmasked Estep 
Score: -9334911.000000 Penalty: 5694.489258
	Iteration 35Q: 3 clusters Score -9334911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 96109 members 
Entering Unmasked Estep 
Score: -9334920.000000 Penalty: 5694.489258
	Iteration 36Q: 3 clusters Score -9334920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 96107 members 
Entering Unmasked Estep 
Score: -9334936.000000 Penalty: 5694.489258
	Iteration 37Q: 3 clusters Score -9334936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 96101 members 
Entering Unmasked Estep 
Score: -9334947.000000 Penalty: 5694.489258
	Iteration 38Q: 3 clusters Score -9334947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 96095 members 
Entering Unmasked Estep 
Score: -9334968.000000 Penalty: 5694.489258
	Iteration 39Q: 3 clusters Score -9334968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 96096 members 
Entering Unmasked Estep 
Score: -9334986.000000 Penalty: 5694.489258
	Iteration 40F: 3 clusters Score -9334986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 96092 members 
Entering Unmasked Estep 
Score: -9335005.000000 Penalty: 5694.489258
	Iteration 41Q: 3 clusters Score -9335005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 96089 members 
Entering Unmasked Estep 
Score: -9335031.000000 Penalty: 5694.489258
	Iteration 42Q: 3 clusters Score -9335031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 96083 members 
Entering Unmasked Estep 
Score: -9335043.000000 Penalty: 5694.489258
	Iteration 43Q: 3 clusters Score -9335043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -9335056.000000 Penalty: 5694.489258
	Iteration 44Q: 3 clusters Score -9335056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -9335063.000000 Penalty: 5694.489258
	Iteration 45Q: 3 clusters Score -9335063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 96068 members 
Entering Unmasked Estep 
Score: -9335061.000000 Penalty: 5694.489258
	Iteration 46Q: 3 clusters Score -9335061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 96066 members 
Entering Unmasked Estep 
Score: -9335064.000000 Penalty: 5694.489258
	Iteration 47Q: 3 clusters Score -9335064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 96063 members 
Entering Unmasked Estep 
Score: -9335068.000000 Penalty: 5694.489258
	Iteration 48Q: 3 clusters Score -9335068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 96064 members 
Entering Unmasked Estep 
Score: -9335074.000000 Penalty: 5694.489258
	Iteration 49Q: 3 clusters Score -9335074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 96062 members 
Entering Unmasked Estep 
Score: -9335074.000000 Penalty: 5694.489258
	Iteration 50Q: 3 clusters Score -9335074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 96060 members 
Entering Unmasked Estep 
Score: -9335079.000000 Penalty: 5694.489258
	Iteration 51Q: 3 clusters Score -9335079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 96059 members 
Entering Unmasked Estep 
Score: -9335077.000000 Penalty: 5694.489258
	Iteration 52Q: 3 clusters Score -9335077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 96058 members 
Entering Unmasked Estep 
Score: -9335076.000000 Penalty: 5694.489258
	Iteration 53Q: 3 clusters Score -9335076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 96059 members 
Entering Unmasked Estep 
Score: -9335081.000000 Penalty: 5694.489258
	Iteration 54Q: 3 clusters Score -9335081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 96059 members 
Entering Unmasked Estep 
Score: -9335081.000000 Penalty: 5694.489258
	Iteration 55F: 3 clusters Score -9335081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (308222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308222 members 
Entering Unmasked Estep 
Score: -30186136.000000 Penalty: 3134.366699
	Iteration 0F: 2 clusters Score -3.018614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154132 members 
Mstep: Class 2 contains 154090 members 
Entering Unmasked Estep 
Score: -29989688.000000 Penalty: 6268.733398
	Iteration 0F: 3 clusters Score -2.998969e+07 nChanged 149297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155647 members 
Mstep: Class 2 contains 152575 members 
Entering Unmasked Estep 
Score: -30077920.000000 Penalty: 6268.733398
	Iteration 1F: 3 clusters Score -3.007792e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156403 members 
Mstep: Class 2 contains 151819 members 
Entering Unmasked Estep 
Score: -30078762.000000 Penalty: 6268.733398
	Iteration 2Q: 3 clusters Score -3.007876e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157496 members 
Mstep: Class 2 contains 150726 members 
Entering Unmasked Estep 
Score: -30079834.000000 Penalty: 6268.733398
	Iteration 3Q: 3 clusters Score -3.007983e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159151 members 
Mstep: Class 2 contains 149071 members 
Entering Unmasked Estep 
Score: -30081076.000000 Penalty: 6268.733398
	Iteration 4Q: 3 clusters Score -3.008108e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161586 members 
Mstep: Class 2 contains 146636 members 
Entering Unmasked Estep 
Score: -30082432.000000 Penalty: 6268.733398
	Iteration 5Q: 3 clusters Score -3.008243e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165318 members 
Mstep: Class 2 contains 142904 members 
Entering Unmasked Estep 
Score: -30084824.000000 Penalty: 6268.733398
	Iteration 6Q: 3 clusters Score -3.008482e+07 nChanged 10721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170863 members 
Mstep: Class 2 contains 137359 members 
Entering Unmasked Estep 
Score: -30088636.000000 Penalty: 6268.733398
	Iteration 7Q: 3 clusters Score -3.008864e+07 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178699 members 
Mstep: Class 2 contains 129523 members 
Entering Unmasked Estep 
Score: -30094980.000000 Penalty: 6268.733398
	Iteration 8Q: 3 clusters Score -3.009498e+07 nChanged 15982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189403 members 
Mstep: Class 2 contains 118819 members 
Entering Unmasked Estep 
Score: -30104442.000000 Penalty: 6268.733398
	Iteration 9F: 3 clusters Score -3.010444e+07 nChanged 18167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201838 members 
Mstep: Class 2 contains 106384 members 
Entering Unmasked Estep 
Score: -30116330.000000 Penalty: 6268.733398
	Iteration 10F: 3 clusters Score -3.011633e+07 nChanged 18133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214041 members 
Mstep: Class 2 contains 94181 members 
Entering Unmasked Estep 
Score: -30128164.000000 Penalty: 6268.733398
	Iteration 11F: 3 clusters Score -3.012816e+07 nChanged 15950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224237 members 
Mstep: Class 2 contains 83985 members 
Entering Unmasked Estep 
Score: -30136492.000000 Penalty: 6268.733398
	Iteration 12F: 3 clusters Score -3.013649e+07 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232011 members 
Mstep: Class 2 contains 76211 members 
Entering Unmasked Estep 
Score: -30141948.000000 Penalty: 6268.733398
	Iteration 13Q: 3 clusters Score -3.014195e+07 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238102 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -30145414.000000 Penalty: 6268.733398
	Iteration 14Q: 3 clusters Score -3.014541e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243275 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -30147724.000000 Penalty: 6268.733398
	Iteration 15Q: 3 clusters Score -3.014772e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247901 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -30149648.000000 Penalty: 6268.733398
	Iteration 16Q: 3 clusters Score -3.014965e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252389 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -30151020.000000 Penalty: 6268.733398
	Iteration 17Q: 3 clusters Score -3.015102e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256750 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -30152404.000000 Penalty: 6268.733398
	Iteration 18Q: 3 clusters Score -3.01524e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261000 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -30153980.000000 Penalty: 6268.733398
	Iteration 19Q: 3 clusters Score -3.015398e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265244 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -30155608.000000 Penalty: 6268.733398
	Iteration 20F: 3 clusters Score -3.015561e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269236 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -30157178.000000 Penalty: 6268.733398
	Iteration 21Q: 3 clusters Score -3.015718e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273128 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -30158914.000000 Penalty: 6268.733398
	Iteration 22Q: 3 clusters Score -3.015891e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276935 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -30160820.000000 Penalty: 6268.733398
	Iteration 23Q: 3 clusters Score -3.016082e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280530 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -30162626.000000 Penalty: 6268.733398
	Iteration 24Q: 3 clusters Score -3.016263e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283910 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -30164564.000000 Penalty: 6268.733398
	Iteration 25Q: 3 clusters Score -3.016456e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287104 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -30166332.000000 Penalty: 6268.733398
	Iteration 26Q: 3 clusters Score -3.016633e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290073 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -30168580.000000 Penalty: 6268.733398
	Iteration 27Q: 3 clusters Score -3.016858e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292754 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -30170258.000000 Penalty: 6268.733398
	Iteration 28Q: 3 clusters Score -3.017026e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295230 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -30172084.000000 Penalty: 6268.733398
	Iteration 29Q: 3 clusters Score -3.017208e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297443 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -30173890.000000 Penalty: 6268.733398
	Iteration 30Q: 3 clusters Score -3.017389e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299351 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -30175420.000000 Penalty: 6268.733398
	Iteration 31Q: 3 clusters Score -3.017542e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301043 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -30176802.000000 Penalty: 6268.733398
	Iteration 32Q: 3 clusters Score -3.01768e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302413 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -30178044.000000 Penalty: 6268.733398
	Iteration 33Q: 3 clusters Score -3.017804e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303546 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -30178982.000000 Penalty: 6268.733398
	Iteration 34Q: 3 clusters Score -3.017898e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304549 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -30179822.000000 Penalty: 6268.733398
	Iteration 35Q: 3 clusters Score -3.017982e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305404 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -30180652.000000 Penalty: 6268.733398
	Iteration 36Q: 3 clusters Score -3.018065e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306083 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -30181356.000000 Penalty: 6268.733398
	Iteration 37Q: 3 clusters Score -3.018136e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306584 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -30181868.000000 Penalty: 6268.733398
	Iteration 38Q: 3 clusters Score -3.018187e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306926 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -30182296.000000 Penalty: 6268.733398
	Iteration 39Q: 3 clusters Score -3.01823e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307166 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -30182602.000000 Penalty: 6268.733398
	Iteration 40F: 3 clusters Score -3.01826e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307312 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -30182778.000000 Penalty: 6268.733398
	Iteration 41Q: 3 clusters Score -3.018278e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307408 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -30182890.000000 Penalty: 6268.733398
	Iteration 42Q: 3 clusters Score -3.018289e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307481 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -30182962.000000 Penalty: 6268.733398
	Iteration 43Q: 3 clusters Score -3.018296e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307527 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -30183034.000000 Penalty: 6268.733398
	Iteration 44Q: 3 clusters Score -3.018303e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307563 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -30183092.000000 Penalty: 6268.733398
	Iteration 45Q: 3 clusters Score -3.018309e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307588 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -30183102.000000 Penalty: 6268.733398
	Iteration 46Q: 3 clusters Score -3.01831e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307599 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -30183146.000000 Penalty: 6268.733398
	Iteration 47Q: 3 clusters Score -3.018315e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307613 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -30183150.000000 Penalty: 6268.733398
	Iteration 48Q: 3 clusters Score -3.018315e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307628 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -30183186.000000 Penalty: 6268.733398
	Iteration 49Q: 3 clusters Score -3.018319e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307638 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -30183190.000000 Penalty: 6268.733398
	Iteration 50Q: 3 clusters Score -3.018319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307647 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -30183226.000000 Penalty: 6268.733398
	Iteration 51Q: 3 clusters Score -3.018323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307652 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -30183234.000000 Penalty: 6268.733398
	Iteration 52Q: 3 clusters Score -3.018323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307654 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -30183224.000000 Penalty: 6268.733398
	Iteration 53Q: 3 clusters Score -3.018322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307658 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -30183228.000000 Penalty: 6268.733398
	Iteration 54Q: 3 clusters Score -3.018323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307661 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -30183222.000000 Penalty: 6268.733398
	Iteration 55Q: 3 clusters Score -3.018322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307665 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -30183244.000000 Penalty: 6268.733398
	Iteration 56Q: 3 clusters Score -3.018324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307667 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -30183236.000000 Penalty: 6268.733398
	Iteration 57Q: 3 clusters Score -3.018324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307668 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -30183230.000000 Penalty: 6268.733398
	Iteration 58Q: 3 clusters Score -3.018323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307668 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -30183230.000000 Penalty: 6268.733398
	Iteration 59F: 3 clusters Score -3.018323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Entering Unmasked Estep 
Score: -1309443.875000 Penalty: 2363.267090
	Iteration 0F: 2 clusters Score -1309444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1299447.000000 Penalty: 4726.534180
	Iteration 0F: 3 clusters Score -1299447 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1302489.250000 Penalty: 4726.534180
	Iteration 1F: 3 clusters Score -1302489 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1302857.125000 Penalty: 4726.534180
	Iteration 2F: 3 clusters Score -1302857 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1303134.125000 Penalty: 4726.534180
	Iteration 3Q: 3 clusters Score -1303134 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1303364.750000 Penalty: 4726.534180
	Iteration 4Q: 3 clusters Score -1303365 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1303607.250000 Penalty: 4726.534180
	Iteration 5Q: 3 clusters Score -1303607 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1303935.750000 Penalty: 4726.534180
	Iteration 6Q: 3 clusters Score -1303936 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1304390.125000 Penalty: 4726.534180
	Iteration 7Q: 3 clusters Score -1304390 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1304966.875000 Penalty: 4726.534180
	Iteration 8F: 3 clusters Score -1304967 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1305587.500000 Penalty: 4726.534180
	Iteration 9F: 3 clusters Score -1305588 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1306108.250000 Penalty: 4726.534180
	Iteration 10F: 3 clusters Score -1306108 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1306520.125000 Penalty: 4726.534180
	Iteration 11Q: 3 clusters Score -1306520 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1306841.500000 Penalty: 4726.534180
	Iteration 12Q: 3 clusters Score -1306842 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1307095.375000 Penalty: 4726.534180
	Iteration 13Q: 3 clusters Score -1307095 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1307328.125000 Penalty: 4726.534180
	Iteration 14Q: 3 clusters Score -1307328 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1307488.625000 Penalty: 4726.534180
	Iteration 15Q: 3 clusters Score -1307489 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1307571.625000 Penalty: 4726.534180
	Iteration 16Q: 3 clusters Score -1307572 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1307624.625000 Penalty: 4726.534180
	Iteration 17Q: 3 clusters Score -1307625 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1307671.375000 Penalty: 4726.534180
	Iteration 18Q: 3 clusters Score -1307671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1307704.500000 Penalty: 4726.534180
	Iteration 19Q: 3 clusters Score -1307704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1307721.750000 Penalty: 4726.534180
	Iteration 20F: 3 clusters Score -1307722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1307743.375000 Penalty: 4726.534180
	Iteration 21Q: 3 clusters Score -1307743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1307749.125000 Penalty: 4726.534180
	Iteration 22Q: 3 clusters Score -1307749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1307765.875000 Penalty: 4726.534180
	Iteration 23Q: 3 clusters Score -1307766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1307778.375000 Penalty: 4726.534180
	Iteration 24Q: 3 clusters Score -1307778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1307788.375000 Penalty: 4726.534180
	Iteration 25Q: 3 clusters Score -1307788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1307803.000000 Penalty: 4726.534180
	Iteration 26Q: 3 clusters Score -1307803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1307816.875000 Penalty: 4726.534180
	Iteration 27Q: 3 clusters Score -1307817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1307838.500000 Penalty: 4726.534180
	Iteration 28Q: 3 clusters Score -1307838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1307844.750000 Penalty: 4726.534180
	Iteration 29Q: 3 clusters Score -1307845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1307855.375000 Penalty: 4726.534180
	Iteration 30Q: 3 clusters Score -1307855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1307870.000000 Penalty: 4726.534180
	Iteration 31Q: 3 clusters Score -1307870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1307876.750000 Penalty: 4726.534180
	Iteration 32Q: 3 clusters Score -1307877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1307878.750000 Penalty: 4726.534180
	Iteration 33Q: 3 clusters Score -1307879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1307880.250000 Penalty: 4726.534180
	Iteration 34Q: 3 clusters Score -1307880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1307883.000000 Penalty: 4726.534180
	Iteration 35Q: 3 clusters Score -1307883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1307886.500000 Penalty: 4726.534180
	Iteration 36Q: 3 clusters Score -1307886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1307890.375000 Penalty: 4726.534180
	Iteration 37Q: 3 clusters Score -1307890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1307892.125000 Penalty: 4726.534180
	Iteration 38Q: 3 clusters Score -1307892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1307893.000000 Penalty: 4726.534180
	Iteration 39Q: 3 clusters Score -1307893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1307897.500000 Penalty: 4726.534180
	Iteration 40F: 3 clusters Score -1307898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1307906.250000 Penalty: 4726.534180
	Iteration 41Q: 3 clusters Score -1307906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1307911.625000 Penalty: 4726.534180
	Iteration 42Q: 3 clusters Score -1307912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1307913.750000 Penalty: 4726.534180
	Iteration 43Q: 3 clusters Score -1307914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1307913.125000 Penalty: 4726.534180
	Iteration 44Q: 3 clusters Score -1307913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1307915.625000 Penalty: 4726.534180
	Iteration 45Q: 3 clusters Score -1307916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1307915.625000 Penalty: 4726.534180
	Iteration 46F: 3 clusters Score -1307916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (219914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219914 members 
Entering Unmasked Estep 
Score: -21523776.000000 Penalty: 3050.645996
	Iteration 0F: 2 clusters Score -2.152378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109793 members 
Mstep: Class 2 contains 110121 members 
Entering Unmasked Estep 
Score: -21378912.000000 Penalty: 6101.291992
	Iteration 0F: 3 clusters Score -2.137891e+07 nChanged 105800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105787 members 
Mstep: Class 2 contains 114127 members 
Entering Unmasked Estep 
Score: -21440370.000000 Penalty: 6101.291992
	Iteration 1F: 3 clusters Score -2.144037e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103346 members 
Mstep: Class 2 contains 116568 members 
Entering Unmasked Estep 
Score: -21441436.000000 Penalty: 6101.291992
	Iteration 2Q: 3 clusters Score -2.144144e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99337 members 
Mstep: Class 2 contains 120577 members 
Entering Unmasked Estep 
Score: -21442922.000000 Penalty: 6101.291992
	Iteration 3Q: 3 clusters Score -2.144292e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93150 members 
Mstep: Class 2 contains 126764 members 
Entering Unmasked Estep 
Score: -21445196.000000 Penalty: 6101.291992
	Iteration 4Q: 3 clusters Score -2.14452e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83731 members 
Mstep: Class 2 contains 136183 members 
Entering Unmasked Estep 
Score: -21449952.000000 Penalty: 6101.291992
	Iteration 5Q: 3 clusters Score -2.144995e+07 nChanged 14406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69777 members 
Mstep: Class 2 contains 150137 members 
Entering Unmasked Estep 
Score: -21459088.000000 Penalty: 6101.291992
	Iteration 6F: 3 clusters Score -2.145909e+07 nChanged 18646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 168557 members 
Entering Unmasked Estep 
Score: -21474132.000000 Penalty: 6101.291992
	Iteration 7F: 3 clusters Score -2.147413e+07 nChanged 20280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 188725 members 
Entering Unmasked Estep 
Score: -21493136.000000 Penalty: 6101.291992
	Iteration 8F: 3 clusters Score -2.149314e+07 nChanged 16429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 205124 members 
Entering Unmasked Estep 
Score: -21508622.000000 Penalty: 6101.291992
	Iteration 9F: 3 clusters Score -2.150862e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 214205 members 
Entering Unmasked Estep 
Score: -21516408.000000 Penalty: 6101.291992
	Iteration 10Q: 3 clusters Score -2.151641e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 217817 members 
Entering Unmasked Estep 
Score: -21519304.000000 Penalty: 6101.291992
	Iteration 11Q: 3 clusters Score -2.15193e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 219080 members 
Entering Unmasked Estep 
Score: -21520378.000000 Penalty: 6101.291992
	Iteration 12Q: 3 clusters Score -2.152038e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 219441 members 
Entering Unmasked Estep 
Score: -21520766.000000 Penalty: 6101.291992
	Iteration 13Q: 3 clusters Score -2.152077e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 219544 members 
Entering Unmasked Estep 
Score: -21520904.000000 Penalty: 6101.291992
	Iteration 14Q: 3 clusters Score -2.15209e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 219581 members 
Entering Unmasked Estep 
Score: -21520976.000000 Penalty: 6101.291992
	Iteration 15Q: 3 clusters Score -2.152098e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 219592 members 
Entering Unmasked Estep 
Score: -21521022.000000 Penalty: 6101.291992
	Iteration 16Q: 3 clusters Score -2.152102e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 219604 members 
Entering Unmasked Estep 
Score: -21521052.000000 Penalty: 6101.291992
	Iteration 17Q: 3 clusters Score -2.152105e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 219617 members 
Entering Unmasked Estep 
Score: -21521082.000000 Penalty: 6101.291992
	Iteration 18Q: 3 clusters Score -2.152108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 219627 members 
Entering Unmasked Estep 
Score: -21521108.000000 Penalty: 6101.291992
	Iteration 19Q: 3 clusters Score -2.152111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 219637 members 
Entering Unmasked Estep 
Score: -21521112.000000 Penalty: 6101.291992
	Iteration 20F: 3 clusters Score -2.152111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 219638 members 
Entering Unmasked Estep 
Score: -21521126.000000 Penalty: 6101.291992
	Iteration 21Q: 3 clusters Score -2.152113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 219640 members 
Entering Unmasked Estep 
Score: -21521136.000000 Penalty: 6101.291992
	Iteration 22Q: 3 clusters Score -2.152114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 219640 members 
Entering Unmasked Estep 
Score: -21521128.000000 Penalty: 6101.291992
	Iteration 23Q: 3 clusters Score -2.152113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 219640 members 
Entering Unmasked Estep 
Score: -21521128.000000 Penalty: 6101.291992
	Iteration 24F: 3 clusters Score -2.152113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (226625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226625 members 
Entering Unmasked Estep 
Score: -22321248.000000 Penalty: 3058.100830
	Iteration 0F: 2 clusters Score -2.232125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113141 members 
Mstep: Class 2 contains 113484 members 
Entering Unmasked Estep 
Score: -22169686.000000 Penalty: 6116.201660
	Iteration 0F: 3 clusters Score -2.216969e+07 nChanged 109234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109263 members 
Mstep: Class 2 contains 117362 members 
Entering Unmasked Estep 
Score: -22234118.000000 Penalty: 6116.201660
	Iteration 1F: 3 clusters Score -2.223412e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106220 members 
Mstep: Class 2 contains 120405 members 
Entering Unmasked Estep 
Score: -22235806.000000 Penalty: 6116.201660
	Iteration 2Q: 3 clusters Score -2.223581e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 125184 members 
Entering Unmasked Estep 
Score: -22238594.000000 Penalty: 6116.201660
	Iteration 3Q: 3 clusters Score -2.223859e+07 nChanged 10512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93991 members 
Mstep: Class 2 contains 132634 members 
Entering Unmasked Estep 
Score: -22243032.000000 Penalty: 6116.201660
	Iteration 4Q: 3 clusters Score -2.224303e+07 nChanged 13421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83294 members 
Mstep: Class 2 contains 143331 members 
Entering Unmasked Estep 
Score: -22250246.000000 Penalty: 6116.201660
	Iteration 5F: 3 clusters Score -2.225025e+07 nChanged 15976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 157115 members 
Entering Unmasked Estep 
Score: -22260640.000000 Penalty: 6116.201660
	Iteration 6F: 3 clusters Score -2.226064e+07 nChanged 17457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 172982 members 
Entering Unmasked Estep 
Score: -22273210.000000 Penalty: 6116.201660
	Iteration 7F: 3 clusters Score -2.227321e+07 nChanged 16415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 188549 members 
Entering Unmasked Estep 
Score: -22286334.000000 Penalty: 6116.201660
	Iteration 8F: 3 clusters Score -2.228633e+07 nChanged 13550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 201795 members 
Entering Unmasked Estep 
Score: -22297382.000000 Penalty: 6116.201660
	Iteration 9F: 3 clusters Score -2.229738e+07 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 212088 members 
Entering Unmasked Estep 
Score: -22306334.000000 Penalty: 6116.201660
	Iteration 10Q: 3 clusters Score -2.230633e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 219172 members 
Entering Unmasked Estep 
Score: -22312746.000000 Penalty: 6116.201660
	Iteration 11Q: 3 clusters Score -2.231275e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 223051 members 
Entering Unmasked Estep 
Score: -22316180.000000 Penalty: 6116.201660
	Iteration 12Q: 3 clusters Score -2.231618e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 224661 members 
Entering Unmasked Estep 
Score: -22317586.000000 Penalty: 6116.201660
	Iteration 13Q: 3 clusters Score -2.231759e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 225287 members 
Entering Unmasked Estep 
Score: -22318132.000000 Penalty: 6116.201660
	Iteration 14Q: 3 clusters Score -2.231813e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 225539 members 
Entering Unmasked Estep 
Score: -22318338.000000 Penalty: 6116.201660
	Iteration 15Q: 3 clusters Score -2.231834e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 225658 members 
Entering Unmasked Estep 
Score: -22318504.000000 Penalty: 6116.201660
	Iteration 16Q: 3 clusters Score -2.23185e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 225711 members 
Entering Unmasked Estep 
Score: -22318628.000000 Penalty: 6116.201660
	Iteration 17Q: 3 clusters Score -2.231863e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 225727 members 
Entering Unmasked Estep 
Score: -22318728.000000 Penalty: 6116.201660
	Iteration 18Q: 3 clusters Score -2.231873e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 225745 members 
Entering Unmasked Estep 
Score: -22318800.000000 Penalty: 6116.201660
	Iteration 19Q: 3 clusters Score -2.23188e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 225759 members 
Entering Unmasked Estep 
Score: -22318846.000000 Penalty: 6116.201660
	Iteration 20F: 3 clusters Score -2.231885e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 225777 members 
Entering Unmasked Estep 
Score: -22318886.000000 Penalty: 6116.201660
	Iteration 21Q: 3 clusters Score -2.231889e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 225782 members 
Entering Unmasked Estep 
Score: -22318924.000000 Penalty: 6116.201660
	Iteration 22Q: 3 clusters Score -2.231892e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 225780 members 
Entering Unmasked Estep 
Score: -22318928.000000 Penalty: 6116.201660
	Iteration 23Q: 3 clusters Score -2.231893e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 225777 members 
Entering Unmasked Estep 
Score: -22318942.000000 Penalty: 6116.201660
	Iteration 24Q: 3 clusters Score -2.231894e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 225777 members 
Entering Unmasked Estep 
Score: -22318976.000000 Penalty: 6116.201660
	Iteration 25Q: 3 clusters Score -2.231898e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 225783 members 
Entering Unmasked Estep 
Score: -22318992.000000 Penalty: 6116.201660
	Iteration 26Q: 3 clusters Score -2.231899e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 225788 members 
Entering Unmasked Estep 
Score: -22319000.000000 Penalty: 6116.201660
	Iteration 27Q: 3 clusters Score -2.2319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 225793 members 
Entering Unmasked Estep 
Score: -22319004.000000 Penalty: 6116.201660
	Iteration 28Q: 3 clusters Score -2.2319e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 225798 members 
Entering Unmasked Estep 
Score: -22319026.000000 Penalty: 6116.201660
	Iteration 29Q: 3 clusters Score -2.231903e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 225788 members 
Entering Unmasked Estep 
Score: -22319022.000000 Penalty: 6116.201660
	Iteration 30Q: 3 clusters Score -2.231902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 225788 members 
Entering Unmasked Estep 
Score: -22319032.000000 Penalty: 6116.201660
	Iteration 31Q: 3 clusters Score -2.231903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 225790 members 
Entering Unmasked Estep 
Score: -22319020.000000 Penalty: 6116.201660
	Iteration 32Q: 3 clusters Score -2.231902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 225789 members 
Entering Unmasked Estep 
Score: -22319020.000000 Penalty: 6116.201660
	Iteration 33Q: 3 clusters Score -2.231902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 225788 members 
Entering Unmasked Estep 
Score: -22319044.000000 Penalty: 6116.201660
	Iteration 34Q: 3 clusters Score -2.231904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 225790 members 
Entering Unmasked Estep 
Score: -22319054.000000 Penalty: 6116.201660
	Iteration 35Q: 3 clusters Score -2.231905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 225792 members 
Entering Unmasked Estep 
Score: -22319042.000000 Penalty: 6116.201660
	Iteration 36Q: 3 clusters Score -2.231904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 225791 members 
Entering Unmasked Estep 
Score: -22319042.000000 Penalty: 6116.201660
	Iteration 37Q: 3 clusters Score -2.231904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 225790 members 
Entering Unmasked Estep 
Score: -22319054.000000 Penalty: 6116.201660
	Iteration 38Q: 3 clusters Score -2.231905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 225787 members 
Entering Unmasked Estep 
Score: -22319056.000000 Penalty: 6116.201660
	Iteration 39Q: 3 clusters Score -2.231906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 225785 members 
Entering Unmasked Estep 
Score: -22319062.000000 Penalty: 6116.201660
	Iteration 40F: 3 clusters Score -2.231906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 225784 members 
Entering Unmasked Estep 
Score: -22319064.000000 Penalty: 6116.201660
	Iteration 41Q: 3 clusters Score -2.231906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 225783 members 
Entering Unmasked Estep 
Score: -22319056.000000 Penalty: 6116.201660
	Iteration 42Q: 3 clusters Score -2.231906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 225781 members 
Entering Unmasked Estep 
Score: -22319058.000000 Penalty: 6116.201660
	Iteration 43Q: 3 clusters Score -2.231906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 225781 members 
Entering Unmasked Estep 
Score: -22319058.000000 Penalty: 6116.201660
	Iteration 44F: 3 clusters Score -2.231906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Entering Unmasked Estep 
Score: -626773.062500 Penalty: 2182.988281
	Iteration 0F: 2 clusters Score -626773.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -621299.625000 Penalty: 4365.976562
	Iteration 0F: 3 clusters Score -621299.6 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -622685.062500 Penalty: 4365.976562
	Iteration 1F: 3 clusters Score -622685.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -622918.937500 Penalty: 4365.976562
	Iteration 2F: 3 clusters Score -622918.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -623069.437500 Penalty: 4365.976562
	Iteration 3Q: 3 clusters Score -623069.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -623163.750000 Penalty: 4365.976562
	Iteration 4Q: 3 clusters Score -623163.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -623233.062500 Penalty: 4365.976562
	Iteration 5Q: 3 clusters Score -623233.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -623284.125000 Penalty: 4365.976562
	Iteration 6Q: 3 clusters Score -623284.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -623329.312500 Penalty: 4365.976562
	Iteration 7Q: 3 clusters Score -623329.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -623364.250000 Penalty: 4365.976562
	Iteration 8Q: 3 clusters Score -623364.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -623397.812500 Penalty: 4365.976562
	Iteration 9Q: 3 clusters Score -623397.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -623433.250000 Penalty: 4365.976562
	Iteration 10Q: 3 clusters Score -623433.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -623462.250000 Penalty: 4365.976562
	Iteration 11Q: 3 clusters Score -623462.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -623483.125000 Penalty: 4365.976562
	Iteration 12Q: 3 clusters Score -623483.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -623502.625000 Penalty: 4365.976562
	Iteration 13Q: 3 clusters Score -623502.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -623529.500000 Penalty: 4365.976562
	Iteration 14Q: 3 clusters Score -623529.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -623569.437500 Penalty: 4365.976562
	Iteration 15Q: 3 clusters Score -623569.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -623602.250000 Penalty: 4365.976562
	Iteration 16Q: 3 clusters Score -623602.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -623634.875000 Penalty: 4365.976562
	Iteration 17Q: 3 clusters Score -623634.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -623670.750000 Penalty: 4365.976562
	Iteration 18Q: 3 clusters Score -623670.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -623709.750000 Penalty: 4365.976562
	Iteration 19Q: 3 clusters Score -623709.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -623746.500000 Penalty: 4365.976562
	Iteration 20F: 3 clusters Score -623746.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -623785.312500 Penalty: 4365.976562
	Iteration 21Q: 3 clusters Score -623785.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -623826.500000 Penalty: 4365.976562
	Iteration 22Q: 3 clusters Score -623826.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -623871.875000 Penalty: 4365.976562
	Iteration 23Q: 3 clusters Score -623871.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -623916.937500 Penalty: 4365.976562
	Iteration 24Q: 3 clusters Score -623916.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -623977.000000 Penalty: 4365.976562
	Iteration 25Q: 3 clusters Score -623977 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -624043.375000 Penalty: 4365.976562
	Iteration 26Q: 3 clusters Score -624043.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -624112.375000 Penalty: 4365.976562
	Iteration 27Q: 3 clusters Score -624112.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -624182.312500 Penalty: 4365.976562
	Iteration 28Q: 3 clusters Score -624182.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -624249.312500 Penalty: 4365.976562
	Iteration 29Q: 3 clusters Score -624249.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -624306.937500 Penalty: 4365.976562
	Iteration 30Q: 3 clusters Score -624306.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -624372.812500 Penalty: 4365.976562
	Iteration 31Q: 3 clusters Score -624372.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -624445.437500 Penalty: 4365.976562
	Iteration 32Q: 3 clusters Score -624445.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -624507.062500 Penalty: 4365.976562
	Iteration 33Q: 3 clusters Score -624507.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -624567.937500 Penalty: 4365.976562
	Iteration 34Q: 3 clusters Score -624567.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -624626.562500 Penalty: 4365.976562
	Iteration 35Q: 3 clusters Score -624626.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -624674.875000 Penalty: 4365.976562
	Iteration 36Q: 3 clusters Score -624674.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -624714.187500 Penalty: 4365.976562
	Iteration 37Q: 3 clusters Score -624714.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -624727.750000 Penalty: 4365.976562
	Iteration 38Q: 3 clusters Score -624727.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -624741.062500 Penalty: 4365.976562
	Iteration 39Q: 3 clusters Score -624741.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -624754.062500 Penalty: 4365.976562
	Iteration 40F: 3 clusters Score -624754.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -624776.500000 Penalty: 4365.976562
	Iteration 41Q: 3 clusters Score -624776.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -624796.937500 Penalty: 4365.976562
	Iteration 42Q: 3 clusters Score -624796.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -624808.375000 Penalty: 4365.976562
	Iteration 43Q: 3 clusters Score -624808.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -624815.812500 Penalty: 4365.976562
	Iteration 44Q: 3 clusters Score -624815.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -624819.187500 Penalty: 4365.976562
	Iteration 45Q: 3 clusters Score -624819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -624821.937500 Penalty: 4365.976562
	Iteration 46Q: 3 clusters Score -624821.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -624827.375000 Penalty: 4365.976562
	Iteration 47Q: 3 clusters Score -624827.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -624831.375000 Penalty: 4365.976562
	Iteration 48Q: 3 clusters Score -624831.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -624835.687500 Penalty: 4365.976562
	Iteration 49Q: 3 clusters Score -624835.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -624840.687500 Penalty: 4365.976562
	Iteration 50Q: 3 clusters Score -624840.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -624845.187500 Penalty: 4365.976562
	Iteration 51Q: 3 clusters Score -624845.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -624849.812500 Penalty: 4365.976562
	Iteration 52Q: 3 clusters Score -624849.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -624852.687500 Penalty: 4365.976562
	Iteration 53Q: 3 clusters Score -624852.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -624856.687500 Penalty: 4365.976562
	Iteration 54Q: 3 clusters Score -624856.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -624859.812500 Penalty: 4365.976562
	Iteration 55Q: 3 clusters Score -624859.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -624861.625000 Penalty: 4365.976562
	Iteration 56Q: 3 clusters Score -624861.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -624863.187500 Penalty: 4365.976562
	Iteration 57Q: 3 clusters Score -624863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -624866.187500 Penalty: 4365.976562
	Iteration 58Q: 3 clusters Score -624866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -624867.875000 Penalty: 4365.976562
	Iteration 59Q: 3 clusters Score -624867.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -624867.875000 Penalty: 4365.976562
	Iteration 60F: 3 clusters Score -624867.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Entering Unmasked Estep 
Score: -2004581.000000 Penalty: 2480.197266
	Iteration 0F: 2 clusters Score -2004581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1989212.875000 Penalty: 4960.394531
	Iteration 0F: 3 clusters Score -1989213 nChanged 9793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1994756.500000 Penalty: 4960.394531
	Iteration 1F: 3 clusters Score -1994756 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1995856.500000 Penalty: 4960.394531
	Iteration 2F: 3 clusters Score -1995856 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1997238.625000 Penalty: 4960.394531
	Iteration 3F: 3 clusters Score -1997239 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1998576.500000 Penalty: 4960.394531
	Iteration 4F: 3 clusters Score -1998576 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1999643.750000 Penalty: 4960.394531
	Iteration 5F: 3 clusters Score -1999644 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2000350.625000 Penalty: 4960.394531
	Iteration 6F: 3 clusters Score -2000351 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2000830.000000 Penalty: 4960.394531
	Iteration 7Q: 3 clusters Score -2000830 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2001197.250000 Penalty: 4960.394531
	Iteration 8Q: 3 clusters Score -2001197 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2001465.625000 Penalty: 4960.394531
	Iteration 9Q: 3 clusters Score -2001466 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2001630.625000 Penalty: 4960.394531
	Iteration 10Q: 3 clusters Score -2001631 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2001761.375000 Penalty: 4960.394531
	Iteration 11Q: 3 clusters Score -2001761 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2001866.250000 Penalty: 4960.394531
	Iteration 12Q: 3 clusters Score -2001866 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2001948.375000 Penalty: 4960.394531
	Iteration 13Q: 3 clusters Score -2001948 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2002018.500000 Penalty: 4960.394531
	Iteration 14Q: 3 clusters Score -2002018 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2002072.500000 Penalty: 4960.394531
	Iteration 15Q: 3 clusters Score -2002072 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2002140.875000 Penalty: 4960.394531
	Iteration 16Q: 3 clusters Score -2002141 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2002212.750000 Penalty: 4960.394531
	Iteration 17Q: 3 clusters Score -2002213 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2002289.500000 Penalty: 4960.394531
	Iteration 18Q: 3 clusters Score -2002290 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2002355.875000 Penalty: 4960.394531
	Iteration 19Q: 3 clusters Score -2002356 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2002427.000000 Penalty: 4960.394531
	Iteration 20F: 3 clusters Score -2002427 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2002495.375000 Penalty: 4960.394531
	Iteration 21Q: 3 clusters Score -2002495 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2002554.875000 Penalty: 4960.394531
	Iteration 22Q: 3 clusters Score -2002555 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2002617.250000 Penalty: 4960.394531
	Iteration 23Q: 3 clusters Score -2002617 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2002659.250000 Penalty: 4960.394531
	Iteration 24Q: 3 clusters Score -2002659 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2002707.500000 Penalty: 4960.394531
	Iteration 25Q: 3 clusters Score -2002708 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2002733.750000 Penalty: 4960.394531
	Iteration 26Q: 3 clusters Score -2002734 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2002767.500000 Penalty: 4960.394531
	Iteration 27Q: 3 clusters Score -2002768 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2002793.625000 Penalty: 4960.394531
	Iteration 28Q: 3 clusters Score -2002794 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2002819.250000 Penalty: 4960.394531
	Iteration 29Q: 3 clusters Score -2002819 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2002846.125000 Penalty: 4960.394531
	Iteration 30Q: 3 clusters Score -2002846 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2002874.750000 Penalty: 4960.394531
	Iteration 31Q: 3 clusters Score -2002875 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2002898.500000 Penalty: 4960.394531
	Iteration 32Q: 3 clusters Score -2002898 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2002922.625000 Penalty: 4960.394531
	Iteration 33Q: 3 clusters Score -2002923 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2002939.125000 Penalty: 4960.394531
	Iteration 34Q: 3 clusters Score -2002939 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2002953.000000 Penalty: 4960.394531
	Iteration 35Q: 3 clusters Score -2002953 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2002970.500000 Penalty: 4960.394531
	Iteration 36Q: 3 clusters Score -2002970 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2002988.000000 Penalty: 4960.394531
	Iteration 37Q: 3 clusters Score -2002988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2003003.250000 Penalty: 4960.394531
	Iteration 38Q: 3 clusters Score -2003003 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2003025.375000 Penalty: 4960.394531
	Iteration 39Q: 3 clusters Score -2003025 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2003035.250000 Penalty: 4960.394531
	Iteration 40F: 3 clusters Score -2003035 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2003048.625000 Penalty: 4960.394531
	Iteration 41Q: 3 clusters Score -2003049 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2003067.625000 Penalty: 4960.394531
	Iteration 42Q: 3 clusters Score -2003068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2003079.500000 Penalty: 4960.394531
	Iteration 43Q: 3 clusters Score -2003080 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2003097.375000 Penalty: 4960.394531
	Iteration 44Q: 3 clusters Score -2003097 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2003107.000000 Penalty: 4960.394531
	Iteration 45Q: 3 clusters Score -2003107 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2003117.250000 Penalty: 4960.394531
	Iteration 46Q: 3 clusters Score -2003117 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2003133.000000 Penalty: 4960.394531
	Iteration 47Q: 3 clusters Score -2003133 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2003148.000000 Penalty: 4960.394531
	Iteration 48Q: 3 clusters Score -2003148 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2003165.375000 Penalty: 4960.394531
	Iteration 49Q: 3 clusters Score -2003165 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2003181.625000 Penalty: 4960.394531
	Iteration 50Q: 3 clusters Score -2003182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2003199.625000 Penalty: 4960.394531
	Iteration 51Q: 3 clusters Score -2003200 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2003217.000000 Penalty: 4960.394531
	Iteration 52Q: 3 clusters Score -2003217 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2003234.250000 Penalty: 4960.394531
	Iteration 53Q: 3 clusters Score -2003234 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2003250.125000 Penalty: 4960.394531
	Iteration 54Q: 3 clusters Score -2003250 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2003260.375000 Penalty: 4960.394531
	Iteration 55Q: 3 clusters Score -2003260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2003272.250000 Penalty: 4960.394531
	Iteration 56Q: 3 clusters Score -2003272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2003289.125000 Penalty: 4960.394531
	Iteration 57Q: 3 clusters Score -2003289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2003293.375000 Penalty: 4960.394531
	Iteration 58Q: 3 clusters Score -2003293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2003298.500000 Penalty: 4960.394531
	Iteration 59Q: 3 clusters Score -2003298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2003308.625000 Penalty: 4960.394531
	Iteration 60F: 3 clusters Score -2003309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2003318.375000 Penalty: 4960.394531
	Iteration 61Q: 3 clusters Score -2003318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2003325.875000 Penalty: 4960.394531
	Iteration 62Q: 3 clusters Score -2003326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2003332.000000 Penalty: 4960.394531
	Iteration 63Q: 3 clusters Score -2003332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2003343.500000 Penalty: 4960.394531
	Iteration 64Q: 3 clusters Score -2003344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2003356.375000 Penalty: 4960.394531
	Iteration 65Q: 3 clusters Score -2003356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2003358.750000 Penalty: 4960.394531
	Iteration 66Q: 3 clusters Score -2003359 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2003374.125000 Penalty: 4960.394531
	Iteration 67Q: 3 clusters Score -2003374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2003376.500000 Penalty: 4960.394531
	Iteration 68Q: 3 clusters Score -2003376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2003389.750000 Penalty: 4960.394531
	Iteration 69Q: 3 clusters Score -2003390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2003396.000000 Penalty: 4960.394531
	Iteration 70Q: 3 clusters Score -2003396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2003400.875000 Penalty: 4960.394531
	Iteration 71Q: 3 clusters Score -2003401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2003412.875000 Penalty: 4960.394531
	Iteration 72Q: 3 clusters Score -2003413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2003412.000000 Penalty: 4960.394531
	Iteration 73Q: 3 clusters Score -2003412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2003414.250000 Penalty: 4960.394531
	Iteration 74Q: 3 clusters Score -2003414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2003421.000000 Penalty: 4960.394531
	Iteration 75Q: 3 clusters Score -2003421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2003429.125000 Penalty: 4960.394531
	Iteration 76Q: 3 clusters Score -2003429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2003430.000000 Penalty: 4960.394531
	Iteration 77Q: 3 clusters Score -2003430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2003429.000000 Penalty: 4960.394531
	Iteration 78Q: 3 clusters Score -2003429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2003436.250000 Penalty: 4960.394531
	Iteration 79Q: 3 clusters Score -2003436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2003437.625000 Penalty: 4960.394531
	Iteration 80F: 3 clusters Score -2003438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2003441.000000 Penalty: 4960.394531
	Iteration 81Q: 3 clusters Score -2003441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2003443.125000 Penalty: 4960.394531
	Iteration 82Q: 3 clusters Score -2003443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2003440.750000 Penalty: 4960.394531
	Iteration 83Q: 3 clusters Score -2003441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2003444.375000 Penalty: 4960.394531
	Iteration 84Q: 3 clusters Score -2003444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2003445.500000 Penalty: 4960.394531
	Iteration 85Q: 3 clusters Score -2003446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2003443.125000 Penalty: 4960.394531
	Iteration 86Q: 3 clusters Score -2003443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2003445.125000 Penalty: 4960.394531
	Iteration 87Q: 3 clusters Score -2003445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2003445.375000 Penalty: 4960.394531
	Iteration 88Q: 3 clusters Score -2003445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2003447.500000 Penalty: 4960.394531
	Iteration 89Q: 3 clusters Score -2003448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2003447.750000 Penalty: 4960.394531
	Iteration 90Q: 3 clusters Score -2003448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2003450.375000 Penalty: 4960.394531
	Iteration 91Q: 3 clusters Score -2003450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2003448.750000 Penalty: 4960.394531
	Iteration 92Q: 3 clusters Score -2003449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2003449.250000 Penalty: 4960.394531
	Iteration 93Q: 3 clusters Score -2003449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2003449.375000 Penalty: 4960.394531
	Iteration 94Q: 3 clusters Score -2003449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2003449.375000 Penalty: 4960.394531
	Iteration 95F: 3 clusters Score -2003449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Entering Unmasked Estep 
Score: -734112.875000 Penalty: 2225.013672
	Iteration 0F: 2 clusters Score -734112.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -727742.437500 Penalty: 4450.027344
	Iteration 0F: 3 clusters Score -727742.4 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -729503.375000 Penalty: 4450.027344
	Iteration 1F: 3 clusters Score -729503.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -729765.750000 Penalty: 4450.027344
	Iteration 2F: 3 clusters Score -729765.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -729935.500000 Penalty: 4450.027344
	Iteration 3Q: 3 clusters Score -729935.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -730042.000000 Penalty: 4450.027344
	Iteration 4Q: 3 clusters Score -730042 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -730148.375000 Penalty: 4450.027344
	Iteration 5Q: 3 clusters Score -730148.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -730264.250000 Penalty: 4450.027344
	Iteration 6Q: 3 clusters Score -730264.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -730380.000000 Penalty: 4450.027344
	Iteration 7Q: 3 clusters Score -730380 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -730508.437500 Penalty: 4450.027344
	Iteration 8Q: 3 clusters Score -730508.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -730649.750000 Penalty: 4450.027344
	Iteration 9Q: 3 clusters Score -730649.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -730784.437500 Penalty: 4450.027344
	Iteration 10Q: 3 clusters Score -730784.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -730923.000000 Penalty: 4450.027344
	Iteration 11Q: 3 clusters Score -730923 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -731070.875000 Penalty: 4450.027344
	Iteration 12Q: 3 clusters Score -731070.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -731220.625000 Penalty: 4450.027344
	Iteration 13Q: 3 clusters Score -731220.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -731344.000000 Penalty: 4450.027344
	Iteration 14Q: 3 clusters Score -731344 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -731465.875000 Penalty: 4450.027344
	Iteration 15Q: 3 clusters Score -731465.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -731587.812500 Penalty: 4450.027344
	Iteration 16Q: 3 clusters Score -731587.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -731705.125000 Penalty: 4450.027344
	Iteration 17Q: 3 clusters Score -731705.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -731829.937500 Penalty: 4450.027344
	Iteration 18Q: 3 clusters Score -731829.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -731934.437500 Penalty: 4450.027344
	Iteration 19Q: 3 clusters Score -731934.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -732006.187500 Penalty: 4450.027344
	Iteration 20F: 3 clusters Score -732006.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -732054.250000 Penalty: 4450.027344
	Iteration 21Q: 3 clusters Score -732054.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -732084.937500 Penalty: 4450.027344
	Iteration 22Q: 3 clusters Score -732084.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -732103.437500 Penalty: 4450.027344
	Iteration 23Q: 3 clusters Score -732103.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -732113.250000 Penalty: 4450.027344
	Iteration 24Q: 3 clusters Score -732113.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -732119.687500 Penalty: 4450.027344
	Iteration 25Q: 3 clusters Score -732119.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -732128.437500 Penalty: 4450.027344
	Iteration 26Q: 3 clusters Score -732128.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -732133.937500 Penalty: 4450.027344
	Iteration 27Q: 3 clusters Score -732133.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -732138.125000 Penalty: 4450.027344
	Iteration 28Q: 3 clusters Score -732138.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -732144.000000 Penalty: 4450.027344
	Iteration 29Q: 3 clusters Score -732144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -732150.687500 Penalty: 4450.027344
	Iteration 30Q: 3 clusters Score -732150.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -732154.437500 Penalty: 4450.027344
	Iteration 31Q: 3 clusters Score -732154.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -732156.875000 Penalty: 4450.027344
	Iteration 32Q: 3 clusters Score -732156.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -732158.000000 Penalty: 4450.027344
	Iteration 33Q: 3 clusters Score -732158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -732160.812500 Penalty: 4450.027344
	Iteration 34Q: 3 clusters Score -732160.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -732163.937500 Penalty: 4450.027344
	Iteration 35Q: 3 clusters Score -732163.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -732168.562500 Penalty: 4450.027344
	Iteration 36Q: 3 clusters Score -732168.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -732172.125000 Penalty: 4450.027344
	Iteration 37Q: 3 clusters Score -732172.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -732178.187500 Penalty: 4450.027344
	Iteration 38Q: 3 clusters Score -732178.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -732184.125000 Penalty: 4450.027344
	Iteration 39Q: 3 clusters Score -732184.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -732186.000000 Penalty: 4450.027344
	Iteration 40F: 3 clusters Score -732186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -732190.312500 Penalty: 4450.027344
	Iteration 41Q: 3 clusters Score -732190.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -732192.562500 Penalty: 4450.027344
	Iteration 42Q: 3 clusters Score -732192.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -732197.000000 Penalty: 4450.027344
	Iteration 43Q: 3 clusters Score -732197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -732198.500000 Penalty: 4450.027344
	Iteration 44Q: 3 clusters Score -732198.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -732201.437500 Penalty: 4450.027344
	Iteration 45Q: 3 clusters Score -732201.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -732202.062500 Penalty: 4450.027344
	Iteration 46Q: 3 clusters Score -732202.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -732205.000000 Penalty: 4450.027344
	Iteration 47Q: 3 clusters Score -732205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -732207.250000 Penalty: 4450.027344
	Iteration 48Q: 3 clusters Score -732207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -732208.937500 Penalty: 4450.027344
	Iteration 49Q: 3 clusters Score -732208.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -732209.750000 Penalty: 4450.027344
	Iteration 50Q: 3 clusters Score -732209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -732209.937500 Penalty: 4450.027344
	Iteration 51Q: 3 clusters Score -732209.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -732209.937500 Penalty: 4450.027344
	Iteration 52F: 3 clusters Score -732209.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Entering Unmasked Estep 
Score: -684697.687500 Penalty: 2224.635498
	Iteration 0F: 2 clusters Score -684697.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -678290.187500 Penalty: 4449.270996
	Iteration 0F: 3 clusters Score -678290.2 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -680187.812500 Penalty: 4449.270996
	Iteration 1F: 3 clusters Score -680187.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -680592.750000 Penalty: 4449.270996
	Iteration 2F: 3 clusters Score -680592.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -680956.125000 Penalty: 4449.270996
	Iteration 3F: 3 clusters Score -680956.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -681255.500000 Penalty: 4449.270996
	Iteration 4F: 3 clusters Score -681255.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -681533.812500 Penalty: 4449.270996
	Iteration 5Q: 3 clusters Score -681533.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -681756.687500 Penalty: 4449.270996
	Iteration 6Q: 3 clusters Score -681756.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -681883.625000 Penalty: 4449.270996
	Iteration 7Q: 3 clusters Score -681883.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -681972.125000 Penalty: 4449.270996
	Iteration 8Q: 3 clusters Score -681972.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -682042.375000 Penalty: 4449.270996
	Iteration 9Q: 3 clusters Score -682042.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -682106.625000 Penalty: 4449.270996
	Iteration 10Q: 3 clusters Score -682106.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -682160.875000 Penalty: 4449.270996
	Iteration 11Q: 3 clusters Score -682160.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -682220.812500 Penalty: 4449.270996
	Iteration 12Q: 3 clusters Score -682220.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -682284.375000 Penalty: 4449.270996
	Iteration 13Q: 3 clusters Score -682284.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -682325.937500 Penalty: 4449.270996
	Iteration 14Q: 3 clusters Score -682325.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -682357.125000 Penalty: 4449.270996
	Iteration 15Q: 3 clusters Score -682357.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -682386.937500 Penalty: 4449.270996
	Iteration 16Q: 3 clusters Score -682386.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -682413.875000 Penalty: 4449.270996
	Iteration 17Q: 3 clusters Score -682413.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -682440.437500 Penalty: 4449.270996
	Iteration 18Q: 3 clusters Score -682440.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -682460.375000 Penalty: 4449.270996
	Iteration 19Q: 3 clusters Score -682460.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -682482.625000 Penalty: 4449.270996
	Iteration 20F: 3 clusters Score -682482.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -682508.125000 Penalty: 4449.270996
	Iteration 21Q: 3 clusters Score -682508.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -682529.500000 Penalty: 4449.270996
	Iteration 22Q: 3 clusters Score -682529.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -682553.125000 Penalty: 4449.270996
	Iteration 23Q: 3 clusters Score -682553.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -682576.187500 Penalty: 4449.270996
	Iteration 24Q: 3 clusters Score -682576.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -682602.625000 Penalty: 4449.270996
	Iteration 25Q: 3 clusters Score -682602.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -682625.875000 Penalty: 4449.270996
	Iteration 26Q: 3 clusters Score -682625.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -682655.812500 Penalty: 4449.270996
	Iteration 27Q: 3 clusters Score -682655.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -682672.375000 Penalty: 4449.270996
	Iteration 28Q: 3 clusters Score -682672.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -682687.312500 Penalty: 4449.270996
	Iteration 29Q: 3 clusters Score -682687.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -682698.750000 Penalty: 4449.270996
	Iteration 30Q: 3 clusters Score -682698.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -682710.375000 Penalty: 4449.270996
	Iteration 31Q: 3 clusters Score -682710.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -682722.937500 Penalty: 4449.270996
	Iteration 32Q: 3 clusters Score -682722.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -682735.562500 Penalty: 4449.270996
	Iteration 33Q: 3 clusters Score -682735.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -682743.625000 Penalty: 4449.270996
	Iteration 34Q: 3 clusters Score -682743.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -682750.562500 Penalty: 4449.270996
	Iteration 35Q: 3 clusters Score -682750.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -682753.750000 Penalty: 4449.270996
	Iteration 36Q: 3 clusters Score -682753.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -682756.750000 Penalty: 4449.270996
	Iteration 37Q: 3 clusters Score -682756.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -682760.500000 Penalty: 4449.270996
	Iteration 38Q: 3 clusters Score -682760.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -682764.500000 Penalty: 4449.270996
	Iteration 39Q: 3 clusters Score -682764.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -682768.125000 Penalty: 4449.270996
	Iteration 40F: 3 clusters Score -682768.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -682771.937500 Penalty: 4449.270996
	Iteration 41Q: 3 clusters Score -682771.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -682779.625000 Penalty: 4449.270996
	Iteration 42Q: 3 clusters Score -682779.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -682786.500000 Penalty: 4449.270996
	Iteration 43Q: 3 clusters Score -682786.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -682795.500000 Penalty: 4449.270996
	Iteration 44Q: 3 clusters Score -682795.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -682801.187500 Penalty: 4449.270996
	Iteration 45Q: 3 clusters Score -682801.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -682811.562500 Penalty: 4449.270996
	Iteration 46Q: 3 clusters Score -682811.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -682821.062500 Penalty: 4449.270996
	Iteration 47Q: 3 clusters Score -682821.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -682829.875000 Penalty: 4449.270996
	Iteration 48Q: 3 clusters Score -682829.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -682835.750000 Penalty: 4449.270996
	Iteration 49Q: 3 clusters Score -682835.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -682841.062500 Penalty: 4449.270996
	Iteration 50Q: 3 clusters Score -682841.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -682848.437500 Penalty: 4449.270996
	Iteration 51Q: 3 clusters Score -682848.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -682857.500000 Penalty: 4449.270996
	Iteration 52Q: 3 clusters Score -682857.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -682865.687500 Penalty: 4449.270996
	Iteration 53Q: 3 clusters Score -682865.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -682870.500000 Penalty: 4449.270996
	Iteration 54Q: 3 clusters Score -682870.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -682874.687500 Penalty: 4449.270996
	Iteration 55Q: 3 clusters Score -682874.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -682878.437500 Penalty: 4449.270996
	Iteration 56Q: 3 clusters Score -682878.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -682880.875000 Penalty: 4449.270996
	Iteration 57Q: 3 clusters Score -682880.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -682882.687500 Penalty: 4449.270996
	Iteration 58Q: 3 clusters Score -682882.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -682885.125000 Penalty: 4449.270996
	Iteration 59Q: 3 clusters Score -682885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -682884.812500 Penalty: 4449.270996
	Iteration 60F: 3 clusters Score -682884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -682885.625000 Penalty: 4449.270996
	Iteration 61Q: 3 clusters Score -682885.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -682885.562500 Penalty: 4449.270996
	Iteration 62Q: 3 clusters Score -682885.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -682887.375000 Penalty: 4449.270996
	Iteration 63Q: 3 clusters Score -682887.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -682887.375000 Penalty: 4449.270996
	Iteration 64F: 3 clusters Score -682887.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Entering Unmasked Estep 
Score: -1713052.375000 Penalty: 2425.416748
	Iteration 0F: 2 clusters Score -1713052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1700460.875000 Penalty: 4850.833496
	Iteration 0F: 3 clusters Score -1700461 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1704574.875000 Penalty: 4850.833496
	Iteration 1F: 3 clusters Score -1704575 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1704932.750000 Penalty: 4850.833496
	Iteration 2F: 3 clusters Score -1704933 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1705170.500000 Penalty: 4850.833496
	Iteration 3Q: 3 clusters Score -1705170 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1705387.625000 Penalty: 4850.833496
	Iteration 4Q: 3 clusters Score -1705388 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1705611.500000 Penalty: 4850.833496
	Iteration 5Q: 3 clusters Score -1705612 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1705867.750000 Penalty: 4850.833496
	Iteration 6Q: 3 clusters Score -1705868 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1706190.000000 Penalty: 4850.833496
	Iteration 7Q: 3 clusters Score -1706190 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1706583.250000 Penalty: 4850.833496
	Iteration 8Q: 3 clusters Score -1706583 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1707073.750000 Penalty: 4850.833496
	Iteration 9Q: 3 clusters Score -1707074 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1707792.125000 Penalty: 4850.833496
	Iteration 10F: 3 clusters Score -1707792 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1708557.500000 Penalty: 4850.833496
	Iteration 11F: 3 clusters Score -1708558 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1709242.750000 Penalty: 4850.833496
	Iteration 12Q: 3 clusters Score -1709243 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1709816.875000 Penalty: 4850.833496
	Iteration 13Q: 3 clusters Score -1709817 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1710228.125000 Penalty: 4850.833496
	Iteration 14Q: 3 clusters Score -1710228 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1710489.250000 Penalty: 4850.833496
	Iteration 15Q: 3 clusters Score -1710489 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1710641.875000 Penalty: 4850.833496
	Iteration 16Q: 3 clusters Score -1710642 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1710751.500000 Penalty: 4850.833496
	Iteration 17Q: 3 clusters Score -1710752 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1710815.125000 Penalty: 4850.833496
	Iteration 18Q: 3 clusters Score -1710815 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1710866.000000 Penalty: 4850.833496
	Iteration 19Q: 3 clusters Score -1710866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1710899.500000 Penalty: 4850.833496
	Iteration 20F: 3 clusters Score -1710900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1710918.625000 Penalty: 4850.833496
	Iteration 21Q: 3 clusters Score -1710919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1710929.250000 Penalty: 4850.833496
	Iteration 22Q: 3 clusters Score -1710929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1710937.625000 Penalty: 4850.833496
	Iteration 23Q: 3 clusters Score -1710938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1710945.125000 Penalty: 4850.833496
	Iteration 24Q: 3 clusters Score -1710945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1710949.375000 Penalty: 4850.833496
	Iteration 25Q: 3 clusters Score -1710949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1710961.875000 Penalty: 4850.833496
	Iteration 26Q: 3 clusters Score -1710962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1710964.500000 Penalty: 4850.833496
	Iteration 27Q: 3 clusters Score -1710964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1710969.000000 Penalty: 4850.833496
	Iteration 28Q: 3 clusters Score -1710969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1710969.750000 Penalty: 4850.833496
	Iteration 29Q: 3 clusters Score -1710970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1710971.375000 Penalty: 4850.833496
	Iteration 30Q: 3 clusters Score -1710971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1710976.625000 Penalty: 4850.833496
	Iteration 31Q: 3 clusters Score -1710977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1710977.500000 Penalty: 4850.833496
	Iteration 32Q: 3 clusters Score -1710978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1710980.625000 Penalty: 4850.833496
	Iteration 33Q: 3 clusters Score -1710981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1710981.125000 Penalty: 4850.833496
	Iteration 34Q: 3 clusters Score -1710981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1710980.750000 Penalty: 4850.833496
	Iteration 35Q: 3 clusters Score -1710981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1710988.750000 Penalty: 4850.833496
	Iteration 36Q: 3 clusters Score -1710989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1710991.750000 Penalty: 4850.833496
	Iteration 37Q: 3 clusters Score -1710992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1710998.875000 Penalty: 4850.833496
	Iteration 38Q: 3 clusters Score -1710999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1710999.000000 Penalty: 4850.833496
	Iteration 39Q: 3 clusters Score -1710999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1711002.000000 Penalty: 4850.833496
	Iteration 40F: 3 clusters Score -1711002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1711002.875000 Penalty: 4850.833496
	Iteration 41Q: 3 clusters Score -1711003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1711006.500000 Penalty: 4850.833496
	Iteration 42Q: 3 clusters Score -1711006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1711006.000000 Penalty: 4850.833496
	Iteration 43Q: 3 clusters Score -1711006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1711008.500000 Penalty: 4850.833496
	Iteration 44Q: 3 clusters Score -1711008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1711008.500000 Penalty: 4850.833496
	Iteration 45F: 3 clusters Score -1711008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Entering Unmasked Estep 
Score: -993530.437500 Penalty: 2294.557861
	Iteration 0F: 2 clusters Score -993530.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -985597.562500 Penalty: 4589.115723
	Iteration 0F: 3 clusters Score -985597.6 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -987871.500000 Penalty: 4589.115723
	Iteration 1F: 3 clusters Score -987871.5 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -988241.062500 Penalty: 4589.115723
	Iteration 2F: 3 clusters Score -988241.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -988630.687500 Penalty: 4589.115723
	Iteration 3F: 3 clusters Score -988630.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -989143.187500 Penalty: 4589.115723
	Iteration 4F: 3 clusters Score -989143.2 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -989929.875000 Penalty: 4589.115723
	Iteration 5F: 3 clusters Score -989929.9 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -990717.875000 Penalty: 4589.115723
	Iteration 6F: 3 clusters Score -990717.9 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -991274.125000 Penalty: 4589.115723
	Iteration 7F: 3 clusters Score -991274.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -991603.000000 Penalty: 4589.115723
	Iteration 8F: 3 clusters Score -991603 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -991793.250000 Penalty: 4589.115723
	Iteration 9Q: 3 clusters Score -991793.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -991931.062500 Penalty: 4589.115723
	Iteration 10Q: 3 clusters Score -991931.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -992027.250000 Penalty: 4589.115723
	Iteration 11Q: 3 clusters Score -992027.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -992110.625000 Penalty: 4589.115723
	Iteration 12Q: 3 clusters Score -992110.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -992178.500000 Penalty: 4589.115723
	Iteration 13Q: 3 clusters Score -992178.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -992243.687500 Penalty: 4589.115723
	Iteration 14Q: 3 clusters Score -992243.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -992288.750000 Penalty: 4589.115723
	Iteration 15Q: 3 clusters Score -992288.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -992338.812500 Penalty: 4589.115723
	Iteration 16Q: 3 clusters Score -992338.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -992394.000000 Penalty: 4589.115723
	Iteration 17Q: 3 clusters Score -992394 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -992445.375000 Penalty: 4589.115723
	Iteration 18Q: 3 clusters Score -992445.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -992500.750000 Penalty: 4589.115723
	Iteration 19Q: 3 clusters Score -992500.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -992542.625000 Penalty: 4589.115723
	Iteration 20F: 3 clusters Score -992542.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -992578.750000 Penalty: 4589.115723
	Iteration 21Q: 3 clusters Score -992578.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -992604.000000 Penalty: 4589.115723
	Iteration 22Q: 3 clusters Score -992604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -992629.000000 Penalty: 4589.115723
	Iteration 23Q: 3 clusters Score -992629 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -992654.000000 Penalty: 4589.115723
	Iteration 24Q: 3 clusters Score -992654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -992672.312500 Penalty: 4589.115723
	Iteration 25Q: 3 clusters Score -992672.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -992702.187500 Penalty: 4589.115723
	Iteration 26Q: 3 clusters Score -992702.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -992733.437500 Penalty: 4589.115723
	Iteration 27Q: 3 clusters Score -992733.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -992771.125000 Penalty: 4589.115723
	Iteration 28Q: 3 clusters Score -992771.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -992807.437500 Penalty: 4589.115723
	Iteration 29Q: 3 clusters Score -992807.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -992829.062500 Penalty: 4589.115723
	Iteration 30Q: 3 clusters Score -992829.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -992845.937500 Penalty: 4589.115723
	Iteration 31Q: 3 clusters Score -992845.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -992864.562500 Penalty: 4589.115723
	Iteration 32Q: 3 clusters Score -992864.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -992886.125000 Penalty: 4589.115723
	Iteration 33Q: 3 clusters Score -992886.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -992901.125000 Penalty: 4589.115723
	Iteration 34Q: 3 clusters Score -992901.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -992915.375000 Penalty: 4589.115723
	Iteration 35Q: 3 clusters Score -992915.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -992932.437500 Penalty: 4589.115723
	Iteration 36Q: 3 clusters Score -992932.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -992950.062500 Penalty: 4589.115723
	Iteration 37Q: 3 clusters Score -992950.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -992959.750000 Penalty: 4589.115723
	Iteration 38Q: 3 clusters Score -992959.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -992966.687500 Penalty: 4589.115723
	Iteration 39Q: 3 clusters Score -992966.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -992972.000000 Penalty: 4589.115723
	Iteration 40F: 3 clusters Score -992972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -992970.687500 Penalty: 4589.115723
	Iteration 41Q: 3 clusters Score -992970.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -992970.687500 Penalty: 4589.115723
	Iteration 42F: 3 clusters Score -992970.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Entering Unmasked Estep 
Score: -405380.937500 Penalty: 2076.641113
	Iteration 0F: 2 clusters Score -405380.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -401275.750000 Penalty: 4153.282227
	Iteration 0F: 3 clusters Score -401275.8 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -402181.281250 Penalty: 4153.282227
	Iteration 1F: 3 clusters Score -402181.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -402409.468750 Penalty: 4153.282227
	Iteration 2F: 3 clusters Score -402409.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -402563.062500 Penalty: 4153.282227
	Iteration 3F: 3 clusters Score -402563.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -402665.531250 Penalty: 4153.282227
	Iteration 4Q: 3 clusters Score -402665.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -402735.031250 Penalty: 4153.282227
	Iteration 5Q: 3 clusters Score -402735 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -402793.281250 Penalty: 4153.282227
	Iteration 6Q: 3 clusters Score -402793.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -402849.750000 Penalty: 4153.282227
	Iteration 7Q: 3 clusters Score -402849.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -402899.937500 Penalty: 4153.282227
	Iteration 8Q: 3 clusters Score -402899.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -402953.312500 Penalty: 4153.282227
	Iteration 9Q: 3 clusters Score -402953.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -402993.593750 Penalty: 4153.282227
	Iteration 10Q: 3 clusters Score -402993.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -403050.625000 Penalty: 4153.282227
	Iteration 11Q: 3 clusters Score -403050.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -403114.000000 Penalty: 4153.282227
	Iteration 12Q: 3 clusters Score -403114 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -403167.500000 Penalty: 4153.282227
	Iteration 13Q: 3 clusters Score -403167.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -403222.718750 Penalty: 4153.282227
	Iteration 14Q: 3 clusters Score -403222.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -403263.812500 Penalty: 4153.282227
	Iteration 15Q: 3 clusters Score -403263.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -403296.218750 Penalty: 4153.282227
	Iteration 16Q: 3 clusters Score -403296.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -403327.593750 Penalty: 4153.282227
	Iteration 17Q: 3 clusters Score -403327.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -403357.937500 Penalty: 4153.282227
	Iteration 18Q: 3 clusters Score -403357.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -403387.937500 Penalty: 4153.282227
	Iteration 19Q: 3 clusters Score -403387.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -403413.593750 Penalty: 4153.282227
	Iteration 20F: 3 clusters Score -403413.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -403439.437500 Penalty: 4153.282227
	Iteration 21Q: 3 clusters Score -403439.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -403465.343750 Penalty: 4153.282227
	Iteration 22Q: 3 clusters Score -403465.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -403485.906250 Penalty: 4153.282227
	Iteration 23Q: 3 clusters Score -403485.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -403500.625000 Penalty: 4153.282227
	Iteration 24Q: 3 clusters Score -403500.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -403514.031250 Penalty: 4153.282227
	Iteration 25Q: 3 clusters Score -403514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -403524.500000 Penalty: 4153.282227
	Iteration 26Q: 3 clusters Score -403524.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -403530.718750 Penalty: 4153.282227
	Iteration 27Q: 3 clusters Score -403530.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -403539.906250 Penalty: 4153.282227
	Iteration 28Q: 3 clusters Score -403539.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -403547.593750 Penalty: 4153.282227
	Iteration 29Q: 3 clusters Score -403547.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -403555.593750 Penalty: 4153.282227
	Iteration 30Q: 3 clusters Score -403555.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -403565.718750 Penalty: 4153.282227
	Iteration 31Q: 3 clusters Score -403565.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -403572.718750 Penalty: 4153.282227
	Iteration 32Q: 3 clusters Score -403572.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -403575.906250 Penalty: 4153.282227
	Iteration 33Q: 3 clusters Score -403575.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -403576.968750 Penalty: 4153.282227
	Iteration 34Q: 3 clusters Score -403577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -403577.718750 Penalty: 4153.282227
	Iteration 35Q: 3 clusters Score -403577.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -403578.875000 Penalty: 4153.282227
	Iteration 36Q: 3 clusters Score -403578.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -403578.968750 Penalty: 4153.282227
	Iteration 37Q: 3 clusters Score -403579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -403578.968750 Penalty: 4153.282227
	Iteration 38F: 3 clusters Score -403579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (101381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101381 members 
Entering Unmasked Estep 
Score: -10000862.000000 Penalty: 2858.606934
	Iteration 0F: 2 clusters Score -1.000086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -9932802.000000 Penalty: 5717.213867
	Iteration 0F: 3 clusters Score -9932802 nChanged 48130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -9960640.000000 Penalty: 5717.213867
	Iteration 1F: 3 clusters Score -9960640 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -9961525.000000 Penalty: 5717.213867
	Iteration 2Q: 3 clusters Score -9961525 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -9962532.000000 Penalty: 5717.213867
	Iteration 3Q: 3 clusters Score -9962532 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56310 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -9963744.000000 Penalty: 5717.213867
	Iteration 4Q: 3 clusters Score -9963744 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -9965428.000000 Penalty: 5717.213867
	Iteration 5Q: 3 clusters Score -9965428 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -9968025.000000 Penalty: 5717.213867
	Iteration 6F: 3 clusters Score -9968025 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69246 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -9972100.000000 Penalty: 5717.213867
	Iteration 7F: 3 clusters Score -9972100 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75968 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -9977276.000000 Penalty: 5717.213867
	Iteration 8F: 3 clusters Score -9977276 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -9983280.000000 Penalty: 5717.213867
	Iteration 9F: 3 clusters Score -9983280 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -9988619.000000 Penalty: 5717.213867
	Iteration 10F: 3 clusters Score -9988619 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92674 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -9992532.000000 Penalty: 5717.213867
	Iteration 11Q: 3 clusters Score -9992532 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95159 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -9994833.000000 Penalty: 5717.213867
	Iteration 12Q: 3 clusters Score -9994833 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -9996165.000000 Penalty: 5717.213867
	Iteration 13Q: 3 clusters Score -9996165 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97615 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -9996949.000000 Penalty: 5717.213867
	Iteration 14Q: 3 clusters Score -9996949 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98261 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -9997413.000000 Penalty: 5717.213867
	Iteration 15Q: 3 clusters Score -9997413 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98747 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -9997749.000000 Penalty: 5717.213867
	Iteration 16Q: 3 clusters Score -9997749 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99088 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -9997930.000000 Penalty: 5717.213867
	Iteration 17Q: 3 clusters Score -9997930 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99368 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -9998040.000000 Penalty: 5717.213867
	Iteration 18Q: 3 clusters Score -9998040 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99575 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -9998144.000000 Penalty: 5717.213867
	Iteration 19Q: 3 clusters Score -9998144 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99740 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -9998259.000000 Penalty: 5717.213867
	Iteration 20F: 3 clusters Score -9998259 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99861 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -9998319.000000 Penalty: 5717.213867
	Iteration 21Q: 3 clusters Score -9998319 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99964 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9998382.000000 Penalty: 5717.213867
	Iteration 22Q: 3 clusters Score -9998382 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100052 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9998436.000000 Penalty: 5717.213867
	Iteration 23Q: 3 clusters Score -9998436 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -9998441.000000 Penalty: 5717.213867
	Iteration 24Q: 3 clusters Score -9998441 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100164 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9998475.000000 Penalty: 5717.213867
	Iteration 25Q: 3 clusters Score -9998475 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100212 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -9998495.000000 Penalty: 5717.213867
	Iteration 26Q: 3 clusters Score -9998495 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100247 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -9998513.000000 Penalty: 5717.213867
	Iteration 27Q: 3 clusters Score -9998513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100273 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9998532.000000 Penalty: 5717.213867
	Iteration 28Q: 3 clusters Score -9998532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100297 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9998540.000000 Penalty: 5717.213867
	Iteration 29Q: 3 clusters Score -9998540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100312 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9998536.000000 Penalty: 5717.213867
	Iteration 30Q: 3 clusters Score -9998536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100327 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9998540.000000 Penalty: 5717.213867
	Iteration 31Q: 3 clusters Score -9998540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100339 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9998539.000000 Penalty: 5717.213867
	Iteration 32Q: 3 clusters Score -9998539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100352 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9998559.000000 Penalty: 5717.213867
	Iteration 33Q: 3 clusters Score -9998559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100366 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9998554.000000 Penalty: 5717.213867
	Iteration 34Q: 3 clusters Score -9998554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100378 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9998558.000000 Penalty: 5717.213867
	Iteration 35Q: 3 clusters Score -9998558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100385 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -9998581.000000 Penalty: 5717.213867
	Iteration 36Q: 3 clusters Score -9998581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100393 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -9998580.000000 Penalty: 5717.213867
	Iteration 37Q: 3 clusters Score -9998580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9998582.000000 Penalty: 5717.213867
	Iteration 38Q: 3 clusters Score -9998582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100407 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9998575.000000 Penalty: 5717.213867
	Iteration 39Q: 3 clusters Score -9998575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100413 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9998582.000000 Penalty: 5717.213867
	Iteration 40F: 3 clusters Score -9998582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100419 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9998585.000000 Penalty: 5717.213867
	Iteration 41Q: 3 clusters Score -9998585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100421 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9998584.000000 Penalty: 5717.213867
	Iteration 42Q: 3 clusters Score -9998584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100422 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9998582.000000 Penalty: 5717.213867
	Iteration 43Q: 3 clusters Score -9998582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100425 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -9998589.000000 Penalty: 5717.213867
	Iteration 44Q: 3 clusters Score -9998589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100427 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -9998588.000000 Penalty: 5717.213867
	Iteration 45Q: 3 clusters Score -9998588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100430 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9998592.000000 Penalty: 5717.213867
	Iteration 46Q: 3 clusters Score -9998592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100432 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -9998593.000000 Penalty: 5717.213867
	Iteration 47Q: 3 clusters Score -9998593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100433 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -9998589.000000 Penalty: 5717.213867
	Iteration 48Q: 3 clusters Score -9998589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100433 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -9998589.000000 Penalty: 5717.213867
	Iteration 49F: 3 clusters Score -9998589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Entering Unmasked Estep 
Score: -1140459.875000 Penalty: 2331.888916
	Iteration 0F: 2 clusters Score -1140460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1131434.750000 Penalty: 4663.777832
	Iteration 0F: 3 clusters Score -1131435 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1134202.250000 Penalty: 4663.777832
	Iteration 1F: 3 clusters Score -1134202 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1134593.875000 Penalty: 4663.777832
	Iteration 2F: 3 clusters Score -1134594 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1134976.750000 Penalty: 4663.777832
	Iteration 3F: 3 clusters Score -1134977 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1135444.125000 Penalty: 4663.777832
	Iteration 4F: 3 clusters Score -1135444 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1135981.375000 Penalty: 4663.777832
	Iteration 5F: 3 clusters Score -1135981 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1136511.500000 Penalty: 4663.777832
	Iteration 6F: 3 clusters Score -1136512 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1137054.750000 Penalty: 4663.777832
	Iteration 7Q: 3 clusters Score -1137055 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1137596.750000 Penalty: 4663.777832
	Iteration 8Q: 3 clusters Score -1137597 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1138024.500000 Penalty: 4663.777832
	Iteration 9Q: 3 clusters Score -1138024 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1138385.500000 Penalty: 4663.777832
	Iteration 10Q: 3 clusters Score -1138386 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1138702.875000 Penalty: 4663.777832
	Iteration 11Q: 3 clusters Score -1138703 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1138884.375000 Penalty: 4663.777832
	Iteration 12Q: 3 clusters Score -1138884 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1138989.500000 Penalty: 4663.777832
	Iteration 13Q: 3 clusters Score -1138990 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1139043.125000 Penalty: 4663.777832
	Iteration 14Q: 3 clusters Score -1139043 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1139078.375000 Penalty: 4663.777832
	Iteration 15Q: 3 clusters Score -1139078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1139096.500000 Penalty: 4663.777832
	Iteration 16Q: 3 clusters Score -1139096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1139125.250000 Penalty: 4663.777832
	Iteration 17Q: 3 clusters Score -1139125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1139140.875000 Penalty: 4663.777832
	Iteration 18Q: 3 clusters Score -1139141 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1139159.875000 Penalty: 4663.777832
	Iteration 19Q: 3 clusters Score -1139160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1139165.500000 Penalty: 4663.777832
	Iteration 20F: 3 clusters Score -1139166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1139172.750000 Penalty: 4663.777832
	Iteration 21Q: 3 clusters Score -1139173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1139177.625000 Penalty: 4663.777832
	Iteration 22Q: 3 clusters Score -1139178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1139182.750000 Penalty: 4663.777832
	Iteration 23Q: 3 clusters Score -1139183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1139185.875000 Penalty: 4663.777832
	Iteration 24Q: 3 clusters Score -1139186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1139196.375000 Penalty: 4663.777832
	Iteration 25Q: 3 clusters Score -1139196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1139198.875000 Penalty: 4663.777832
	Iteration 26Q: 3 clusters Score -1139199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1139203.125000 Penalty: 4663.777832
	Iteration 27Q: 3 clusters Score -1139203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1139209.000000 Penalty: 4663.777832
	Iteration 28Q: 3 clusters Score -1139209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1139215.125000 Penalty: 4663.777832
	Iteration 29Q: 3 clusters Score -1139215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1139218.000000 Penalty: 4663.777832
	Iteration 30Q: 3 clusters Score -1139218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1139226.500000 Penalty: 4663.777832
	Iteration 31Q: 3 clusters Score -1139226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1139236.000000 Penalty: 4663.777832
	Iteration 32Q: 3 clusters Score -1139236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1139243.750000 Penalty: 4663.777832
	Iteration 33Q: 3 clusters Score -1139244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1139245.125000 Penalty: 4663.777832
	Iteration 34Q: 3 clusters Score -1139245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1139251.125000 Penalty: 4663.777832
	Iteration 35Q: 3 clusters Score -1139251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1139255.875000 Penalty: 4663.777832
	Iteration 36Q: 3 clusters Score -1139256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1139260.125000 Penalty: 4663.777832
	Iteration 37Q: 3 clusters Score -1139260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1139262.875000 Penalty: 4663.777832
	Iteration 38Q: 3 clusters Score -1139263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1139261.750000 Penalty: 4663.777832
	Iteration 39Q: 3 clusters Score -1139262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1139262.500000 Penalty: 4663.777832
	Iteration 40F: 3 clusters Score -1139262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1139263.500000 Penalty: 4663.777832
	Iteration 41Q: 3 clusters Score -1139264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1139263.250000 Penalty: 4663.777832
	Iteration 42Q: 3 clusters Score -1139263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1139263.250000 Penalty: 4663.777832
	Iteration 43F: 3 clusters Score -1139263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Entering Unmasked Estep 
Score: -797162.437500 Penalty: 2229.041748
	Iteration 0F: 2 clusters Score -797162.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -790796.125000 Penalty: 4458.083496
	Iteration 0F: 3 clusters Score -790796.1 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -792437.562500 Penalty: 4458.083496
	Iteration 1F: 3 clusters Score -792437.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -792696.750000 Penalty: 4458.083496
	Iteration 2F: 3 clusters Score -792696.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -792876.500000 Penalty: 4458.083496
	Iteration 3Q: 3 clusters Score -792876.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -792995.750000 Penalty: 4458.083496
	Iteration 4Q: 3 clusters Score -792995.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -793098.312500 Penalty: 4458.083496
	Iteration 5Q: 3 clusters Score -793098.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -793183.187500 Penalty: 4458.083496
	Iteration 6Q: 3 clusters Score -793183.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -793263.812500 Penalty: 4458.083496
	Iteration 7Q: 3 clusters Score -793263.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -793357.125000 Penalty: 4458.083496
	Iteration 8Q: 3 clusters Score -793357.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -793459.375000 Penalty: 4458.083496
	Iteration 9Q: 3 clusters Score -793459.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -793584.062500 Penalty: 4458.083496
	Iteration 10Q: 3 clusters Score -793584.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -793698.250000 Penalty: 4458.083496
	Iteration 11Q: 3 clusters Score -793698.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -793789.250000 Penalty: 4458.083496
	Iteration 12Q: 3 clusters Score -793789.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -793883.500000 Penalty: 4458.083496
	Iteration 13Q: 3 clusters Score -793883.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -793978.687500 Penalty: 4458.083496
	Iteration 14Q: 3 clusters Score -793978.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -794079.437500 Penalty: 4458.083496
	Iteration 15Q: 3 clusters Score -794079.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -794187.437500 Penalty: 4458.083496
	Iteration 16Q: 3 clusters Score -794187.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -794303.062500 Penalty: 4458.083496
	Iteration 17Q: 3 clusters Score -794303.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -794398.937500 Penalty: 4458.083496
	Iteration 18Q: 3 clusters Score -794398.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -794491.125000 Penalty: 4458.083496
	Iteration 19Q: 3 clusters Score -794491.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -794585.062500 Penalty: 4458.083496
	Iteration 20F: 3 clusters Score -794585.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -794670.937500 Penalty: 4458.083496
	Iteration 21Q: 3 clusters Score -794670.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -794742.437500 Penalty: 4458.083496
	Iteration 22Q: 3 clusters Score -794742.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -794795.687500 Penalty: 4458.083496
	Iteration 23Q: 3 clusters Score -794795.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -794838.625000 Penalty: 4458.083496
	Iteration 24Q: 3 clusters Score -794838.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -794878.437500 Penalty: 4458.083496
	Iteration 25Q: 3 clusters Score -794878.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -794912.562500 Penalty: 4458.083496
	Iteration 26Q: 3 clusters Score -794912.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -794942.250000 Penalty: 4458.083496
	Iteration 27Q: 3 clusters Score -794942.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -794976.250000 Penalty: 4458.083496
	Iteration 28Q: 3 clusters Score -794976.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -795015.000000 Penalty: 4458.083496
	Iteration 29Q: 3 clusters Score -795015 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -795044.687500 Penalty: 4458.083496
	Iteration 30Q: 3 clusters Score -795044.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -795077.812500 Penalty: 4458.083496
	Iteration 31Q: 3 clusters Score -795077.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -795101.812500 Penalty: 4458.083496
	Iteration 32Q: 3 clusters Score -795101.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -795123.500000 Penalty: 4458.083496
	Iteration 33Q: 3 clusters Score -795123.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -795141.437500 Penalty: 4458.083496
	Iteration 34Q: 3 clusters Score -795141.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -795159.000000 Penalty: 4458.083496
	Iteration 35Q: 3 clusters Score -795159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -795171.000000 Penalty: 4458.083496
	Iteration 36Q: 3 clusters Score -795171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -795180.937500 Penalty: 4458.083496
	Iteration 37Q: 3 clusters Score -795180.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -795192.125000 Penalty: 4458.083496
	Iteration 38Q: 3 clusters Score -795192.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -795199.437500 Penalty: 4458.083496
	Iteration 39Q: 3 clusters Score -795199.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -795199.687500 Penalty: 4458.083496
	Iteration 40F: 3 clusters Score -795199.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -795208.187500 Penalty: 4458.083496
	Iteration 41Q: 3 clusters Score -795208.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -795209.687500 Penalty: 4458.083496
	Iteration 42Q: 3 clusters Score -795209.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -795211.812500 Penalty: 4458.083496
	Iteration 43Q: 3 clusters Score -795211.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -795214.562500 Penalty: 4458.083496
	Iteration 44Q: 3 clusters Score -795214.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -795218.187500 Penalty: 4458.083496
	Iteration 45Q: 3 clusters Score -795218.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -795224.750000 Penalty: 4458.083496
	Iteration 46Q: 3 clusters Score -795224.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -795226.250000 Penalty: 4458.083496
	Iteration 47Q: 3 clusters Score -795226.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -795229.062500 Penalty: 4458.083496
	Iteration 48Q: 3 clusters Score -795229.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -795228.937500 Penalty: 4458.083496
	Iteration 49Q: 3 clusters Score -795228.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -795230.250000 Penalty: 4458.083496
	Iteration 50Q: 3 clusters Score -795230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -795231.000000 Penalty: 4458.083496
	Iteration 51Q: 3 clusters Score -795231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -795229.312500 Penalty: 4458.083496
	Iteration 52Q: 3 clusters Score -795229.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -795229.312500 Penalty: 4458.083496
	Iteration 53F: 3 clusters Score -795229.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -177496.234375 Penalty: 1889.813354
	Iteration 0F: 2 clusters Score -177496.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -174837.765625 Penalty: 3779.626709
	Iteration 0F: 3 clusters Score -174837.8 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -175340.421875 Penalty: 3779.626709
	Iteration 1F: 3 clusters Score -175340.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -175482.000000 Penalty: 3779.626709
	Iteration 2F: 3 clusters Score -175482 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -175543.171875 Penalty: 3779.626709
	Iteration 3Q: 3 clusters Score -175543.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -175591.937500 Penalty: 3779.626709
	Iteration 4Q: 3 clusters Score -175591.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -175636.234375 Penalty: 3779.626709
	Iteration 5Q: 3 clusters Score -175636.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -175682.812500 Penalty: 3779.626709
	Iteration 6Q: 3 clusters Score -175682.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -175733.640625 Penalty: 3779.626709
	Iteration 7Q: 3 clusters Score -175733.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -175798.250000 Penalty: 3779.626709
	Iteration 8Q: 3 clusters Score -175798.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -175888.140625 Penalty: 3779.626709
	Iteration 9Q: 3 clusters Score -175888.1 nChanged 55
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: -175949.187500 Penalty: 3779.626709
	Iteration 10Q: 3 clusters Score -175949.2 nChanged 46
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: -175984.953125 Penalty: 3779.626709
	Iteration 11Q: 3 clusters Score -175985 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -176014.218750 Penalty: 3779.626709
	Iteration 12Q: 3 clusters Score -176014.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -176057.859375 Penalty: 3779.626709
	Iteration 13Q: 3 clusters Score -176057.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -176097.203125 Penalty: 3779.626709
	Iteration 14Q: 3 clusters Score -176097.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -176132.640625 Penalty: 3779.626709
	Iteration 15Q: 3 clusters Score -176132.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -176162.312500 Penalty: 3779.626709
	Iteration 16Q: 3 clusters Score -176162.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -176189.078125 Penalty: 3779.626709
	Iteration 17Q: 3 clusters Score -176189.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -176215.031250 Penalty: 3779.626709
	Iteration 18Q: 3 clusters Score -176215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -176230.703125 Penalty: 3779.626709
	Iteration 19Q: 3 clusters Score -176230.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -176242.515625 Penalty: 3779.626709
	Iteration 20F: 3 clusters Score -176242.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -176255.890625 Penalty: 3779.626709
	Iteration 21Q: 3 clusters Score -176255.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -176267.343750 Penalty: 3779.626709
	Iteration 22Q: 3 clusters Score -176267.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -176279.265625 Penalty: 3779.626709
	Iteration 23Q: 3 clusters Score -176279.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -176289.234375 Penalty: 3779.626709
	Iteration 24Q: 3 clusters Score -176289.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -176296.156250 Penalty: 3779.626709
	Iteration 25Q: 3 clusters Score -176296.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -176305.484375 Penalty: 3779.626709
	Iteration 26Q: 3 clusters Score -176305.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -176316.515625 Penalty: 3779.626709
	Iteration 27Q: 3 clusters Score -176316.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -176373.718750 Penalty: 3779.626709
	Iteration 28Q: 3 clusters Score -176373.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -176416.812500 Penalty: 3779.626709
	Iteration 29Q: 3 clusters Score -176416.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -176450.843750 Penalty: 3779.626709
	Iteration 30Q: 3 clusters Score -176450.8 nChanged 33
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: -176492.296875 Penalty: 3779.626709
	Iteration 31Q: 3 clusters Score -176492.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -176518.937500 Penalty: 3779.626709
	Iteration 32Q: 3 clusters Score -176518.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -176555.484375 Penalty: 3779.626709
	Iteration 33Q: 3 clusters Score -176555.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -176589.937500 Penalty: 3779.626709
	Iteration 34Q: 3 clusters Score -176589.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -176638.640625 Penalty: 3779.626709
	Iteration 35Q: 3 clusters Score -176638.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -176696.828125 Penalty: 3779.626709
	Iteration 36Q: 3 clusters Score -176696.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -176761.968750 Penalty: 3779.626709
	Iteration 37Q: 3 clusters Score -176762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -176810.437500 Penalty: 3779.626709
	Iteration 38Q: 3 clusters Score -176810.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -176859.640625 Penalty: 3779.626709
	Iteration 39Q: 3 clusters Score -176859.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -176892.812500 Penalty: 3779.626709
	Iteration 40F: 3 clusters Score -176892.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -176904.640625 Penalty: 3779.626709
	Iteration 41Q: 3 clusters Score -176904.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -176924.656250 Penalty: 3779.626709
	Iteration 42Q: 3 clusters Score -176924.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -176930.953125 Penalty: 3779.626709
	Iteration 43Q: 3 clusters Score -176931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -176937.953125 Penalty: 3779.626709
	Iteration 44Q: 3 clusters Score -176938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -176941.875000 Penalty: 3779.626709
	Iteration 45Q: 3 clusters Score -176941.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -176942.703125 Penalty: 3779.626709
	Iteration 46Q: 3 clusters Score -176942.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -176944.484375 Penalty: 3779.626709
	Iteration 47Q: 3 clusters Score -176944.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -176948.140625 Penalty: 3779.626709
	Iteration 48Q: 3 clusters Score -176948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -176952.375000 Penalty: 3779.626709
	Iteration 49Q: 3 clusters Score -176952.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -176955.359375 Penalty: 3779.626709
	Iteration 50Q: 3 clusters Score -176955.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -176957.093750 Penalty: 3779.626709
	Iteration 51Q: 3 clusters Score -176957.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -176957.093750 Penalty: 3779.626709
	Iteration 52F: 3 clusters Score -176957.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Entering Unmasked Estep 
Score: -383435.281250 Penalty: 2095.437012
	Iteration 0F: 2 clusters Score -383435.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -379189.593750 Penalty: 4190.874023
	Iteration 0F: 3 clusters Score -379189.6 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -380485.843750 Penalty: 4190.874023
	Iteration 1F: 3 clusters Score -380485.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -380871.437500 Penalty: 4190.874023
	Iteration 2F: 3 clusters Score -380871.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -381268.437500 Penalty: 4190.874023
	Iteration 3F: 3 clusters Score -381268.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -381615.031250 Penalty: 4190.874023
	Iteration 4F: 3 clusters Score -381615 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -381850.250000 Penalty: 4190.874023
	Iteration 5F: 3 clusters Score -381850.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -382000.968750 Penalty: 4190.874023
	Iteration 6Q: 3 clusters Score -382001 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -382092.468750 Penalty: 4190.874023
	Iteration 7Q: 3 clusters Score -382092.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -382157.968750 Penalty: 4190.874023
	Iteration 8Q: 3 clusters Score -382158 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -382216.406250 Penalty: 4190.874023
	Iteration 9Q: 3 clusters Score -382216.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -382259.781250 Penalty: 4190.874023
	Iteration 10Q: 3 clusters Score -382259.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -382293.250000 Penalty: 4190.874023
	Iteration 11Q: 3 clusters Score -382293.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -382334.781250 Penalty: 4190.874023
	Iteration 12Q: 3 clusters Score -382334.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -382360.687500 Penalty: 4190.874023
	Iteration 13Q: 3 clusters Score -382360.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -382387.843750 Penalty: 4190.874023
	Iteration 14Q: 3 clusters Score -382387.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -382401.218750 Penalty: 4190.874023
	Iteration 15Q: 3 clusters Score -382401.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -382417.062500 Penalty: 4190.874023
	Iteration 16Q: 3 clusters Score -382417.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -382428.843750 Penalty: 4190.874023
	Iteration 17Q: 3 clusters Score -382428.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -382441.468750 Penalty: 4190.874023
	Iteration 18Q: 3 clusters Score -382441.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -382449.218750 Penalty: 4190.874023
	Iteration 19Q: 3 clusters Score -382449.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -382452.687500 Penalty: 4190.874023
	Iteration 20F: 3 clusters Score -382452.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -382457.875000 Penalty: 4190.874023
	Iteration 21Q: 3 clusters Score -382457.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -382460.531250 Penalty: 4190.874023
	Iteration 22Q: 3 clusters Score -382460.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -382466.593750 Penalty: 4190.874023
	Iteration 23Q: 3 clusters Score -382466.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -382472.906250 Penalty: 4190.874023
	Iteration 24Q: 3 clusters Score -382472.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -382478.031250 Penalty: 4190.874023
	Iteration 25Q: 3 clusters Score -382478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -382483.781250 Penalty: 4190.874023
	Iteration 26Q: 3 clusters Score -382483.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -382490.093750 Penalty: 4190.874023
	Iteration 27Q: 3 clusters Score -382490.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -382493.906250 Penalty: 4190.874023
	Iteration 28Q: 3 clusters Score -382493.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -382498.343750 Penalty: 4190.874023
	Iteration 29Q: 3 clusters Score -382498.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -382500.937500 Penalty: 4190.874023
	Iteration 30Q: 3 clusters Score -382500.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -382504.250000 Penalty: 4190.874023
	Iteration 31Q: 3 clusters Score -382504.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -382507.093750 Penalty: 4190.874023
	Iteration 32Q: 3 clusters Score -382507.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -382513.750000 Penalty: 4190.874023
	Iteration 33Q: 3 clusters Score -382513.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -382519.937500 Penalty: 4190.874023
	Iteration 34Q: 3 clusters Score -382519.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -382523.656250 Penalty: 4190.874023
	Iteration 35Q: 3 clusters Score -382523.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -382528.000000 Penalty: 4190.874023
	Iteration 36Q: 3 clusters Score -382528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -382530.000000 Penalty: 4190.874023
	Iteration 37Q: 3 clusters Score -382530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -382530.843750 Penalty: 4190.874023
	Iteration 38Q: 3 clusters Score -382530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -382531.281250 Penalty: 4190.874023
	Iteration 39Q: 3 clusters Score -382531.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -382532.968750 Penalty: 4190.874023
	Iteration 40F: 3 clusters Score -382533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -382534.156250 Penalty: 4190.874023
	Iteration 41Q: 3 clusters Score -382534.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -382537.750000 Penalty: 4190.874023
	Iteration 42Q: 3 clusters Score -382537.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -382541.750000 Penalty: 4190.874023
	Iteration 43Q: 3 clusters Score -382541.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -382543.000000 Penalty: 4190.874023
	Iteration 44Q: 3 clusters Score -382543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -382544.875000 Penalty: 4190.874023
	Iteration 45Q: 3 clusters Score -382544.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -382546.750000 Penalty: 4190.874023
	Iteration 46Q: 3 clusters Score -382546.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -382549.343750 Penalty: 4190.874023
	Iteration 47Q: 3 clusters Score -382549.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -382550.500000 Penalty: 4190.874023
	Iteration 48Q: 3 clusters Score -382550.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -382550.500000 Penalty: 4190.874023
	Iteration 49F: 3 clusters Score -382550.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Entering Unmasked Estep 
Score: -1474323.625000 Penalty: 2393.554688
	Iteration 0F: 2 clusters Score -1474324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1463189.875000 Penalty: 4787.109375
	Iteration 0F: 3 clusters Score -1463190 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1466975.750000 Penalty: 4787.109375
	Iteration 1F: 3 clusters Score -1466976 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1467622.875000 Penalty: 4787.109375
	Iteration 2F: 3 clusters Score -1467623 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1468408.000000 Penalty: 4787.109375
	Iteration 3F: 3 clusters Score -1468408 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1469402.250000 Penalty: 4787.109375
	Iteration 4F: 3 clusters Score -1469402 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1470367.375000 Penalty: 4787.109375
	Iteration 5F: 3 clusters Score -1470367 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1471139.750000 Penalty: 4787.109375
	Iteration 6F: 3 clusters Score -1471140 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1471804.000000 Penalty: 4787.109375
	Iteration 7Q: 3 clusters Score -1471804 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1472320.625000 Penalty: 4787.109375
	Iteration 8Q: 3 clusters Score -1472321 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1472654.500000 Penalty: 4787.109375
	Iteration 9Q: 3 clusters Score -1472654 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1472900.750000 Penalty: 4787.109375
	Iteration 10Q: 3 clusters Score -1472901 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1473097.875000 Penalty: 4787.109375
	Iteration 11Q: 3 clusters Score -1473098 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1473242.125000 Penalty: 4787.109375
	Iteration 12Q: 3 clusters Score -1473242 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1473362.000000 Penalty: 4787.109375
	Iteration 13Q: 3 clusters Score -1473362 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1473454.250000 Penalty: 4787.109375
	Iteration 14Q: 3 clusters Score -1473454 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1473522.250000 Penalty: 4787.109375
	Iteration 15Q: 3 clusters Score -1473522 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1473557.875000 Penalty: 4787.109375
	Iteration 16Q: 3 clusters Score -1473558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1473583.125000 Penalty: 4787.109375
	Iteration 17Q: 3 clusters Score -1473583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1473590.750000 Penalty: 4787.109375
	Iteration 18Q: 3 clusters Score -1473591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1473597.750000 Penalty: 4787.109375
	Iteration 19Q: 3 clusters Score -1473598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1473599.375000 Penalty: 4787.109375
	Iteration 20F: 3 clusters Score -1473599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1473603.875000 Penalty: 4787.109375
	Iteration 21Q: 3 clusters Score -1473604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1473603.750000 Penalty: 4787.109375
	Iteration 22Q: 3 clusters Score -1473604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1473609.375000 Penalty: 4787.109375
	Iteration 23Q: 3 clusters Score -1473609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1473613.750000 Penalty: 4787.109375
	Iteration 24Q: 3 clusters Score -1473614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1473611.250000 Penalty: 4787.109375
	Iteration 25Q: 3 clusters Score -1473611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1473618.500000 Penalty: 4787.109375
	Iteration 26Q: 3 clusters Score -1473618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1473620.250000 Penalty: 4787.109375
	Iteration 27Q: 3 clusters Score -1473620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1473618.500000 Penalty: 4787.109375
	Iteration 28Q: 3 clusters Score -1473618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1473619.000000 Penalty: 4787.109375
	Iteration 29Q: 3 clusters Score -1473619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1473622.500000 Penalty: 4787.109375
	Iteration 30Q: 3 clusters Score -1473622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1473620.250000 Penalty: 4787.109375
	Iteration 31Q: 3 clusters Score -1473620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1473622.875000 Penalty: 4787.109375
	Iteration 32Q: 3 clusters Score -1473623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1473624.125000 Penalty: 4787.109375
	Iteration 33Q: 3 clusters Score -1473624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1473624.125000 Penalty: 4787.109375
	Iteration 34F: 3 clusters Score -1473624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Entering Unmasked Estep 
Score: -3333316.250000 Penalty: 2609.927979
	Iteration 0F: 2 clusters Score -3333316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -3308074.000000 Penalty: 5219.855957
	Iteration 0F: 3 clusters Score -3308074 nChanged 17003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -3317876.000000 Penalty: 5219.855957
	Iteration 1F: 3 clusters Score -3317876 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -3318894.500000 Penalty: 5219.855957
	Iteration 2F: 3 clusters Score -3318894 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -3320120.750000 Penalty: 5219.855957
	Iteration 3F: 3 clusters Score -3320121 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -3321641.750000 Penalty: 5219.855957
	Iteration 4F: 3 clusters Score -3321642 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3323298.250000 Penalty: 5219.855957
	Iteration 5F: 3 clusters Score -3323298 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -3324837.250000 Penalty: 5219.855957
	Iteration 6F: 3 clusters Score -3324837 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -3325954.750000 Penalty: 5219.855957
	Iteration 7F: 3 clusters Score -3325955 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3326641.750000 Penalty: 5219.855957
	Iteration 8Q: 3 clusters Score -3326642 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3327116.250000 Penalty: 5219.855957
	Iteration 9Q: 3 clusters Score -3327116 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -3327480.250000 Penalty: 5219.855957
	Iteration 10Q: 3 clusters Score -3327480 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -3327760.750000 Penalty: 5219.855957
	Iteration 11Q: 3 clusters Score -3327761 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -3328038.750000 Penalty: 5219.855957
	Iteration 12Q: 3 clusters Score -3328039 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3328350.000000 Penalty: 5219.855957
	Iteration 13Q: 3 clusters Score -3328350 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3328731.750000 Penalty: 5219.855957
	Iteration 14Q: 3 clusters Score -3328732 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -3329211.250000 Penalty: 5219.855957
	Iteration 15Q: 3 clusters Score -3329211 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -3329722.500000 Penalty: 5219.855957
	Iteration 16Q: 3 clusters Score -3329722 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -3330127.250000 Penalty: 5219.855957
	Iteration 17Q: 3 clusters Score -3330127 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -3330441.500000 Penalty: 5219.855957
	Iteration 18Q: 3 clusters Score -3330442 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -3330655.000000 Penalty: 5219.855957
	Iteration 19Q: 3 clusters Score -3330655 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -3330810.250000 Penalty: 5219.855957
	Iteration 20F: 3 clusters Score -3330810 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -3330902.250000 Penalty: 5219.855957
	Iteration 21Q: 3 clusters Score -3330902 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -3330968.250000 Penalty: 5219.855957
	Iteration 22Q: 3 clusters Score -3330968 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -3331017.750000 Penalty: 5219.855957
	Iteration 23Q: 3 clusters Score -3331018 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -3331045.750000 Penalty: 5219.855957
	Iteration 24Q: 3 clusters Score -3331046 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3331067.250000 Penalty: 5219.855957
	Iteration 25Q: 3 clusters Score -3331067 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -3331085.750000 Penalty: 5219.855957
	Iteration 26Q: 3 clusters Score -3331086 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3331108.000000 Penalty: 5219.855957
	Iteration 27Q: 3 clusters Score -3331108 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -3331136.000000 Penalty: 5219.855957
	Iteration 28Q: 3 clusters Score -3331136 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -3331167.750000 Penalty: 5219.855957
	Iteration 29Q: 3 clusters Score -3331168 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -3331186.500000 Penalty: 5219.855957
	Iteration 30Q: 3 clusters Score -3331186 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -3331197.500000 Penalty: 5219.855957
	Iteration 31Q: 3 clusters Score -3331198 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3331222.750000 Penalty: 5219.855957
	Iteration 32Q: 3 clusters Score -3331223 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -3331244.500000 Penalty: 5219.855957
	Iteration 33Q: 3 clusters Score -3331244 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -3331260.000000 Penalty: 5219.855957
	Iteration 34Q: 3 clusters Score -3331260 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 21402 members 
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	Iteration 35Q: 3 clusters Score -3331272 nChanged 121
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Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 21515 members 
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	Iteration 36Q: 3 clusters Score -3331289 nChanged 116
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Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 21625 members 
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	Iteration 37Q: 3 clusters Score -3331313 nChanged 120
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Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 21741 members 
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	Iteration 38Q: 3 clusters Score -3331322 nChanged 115
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Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 21854 members 
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	Iteration 39Q: 3 clusters Score -3331350 nChanged 119
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Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 21969 members 
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	Iteration 40F: 3 clusters Score -3331364 nChanged 115
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Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 22080 members 
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	Iteration 41Q: 3 clusters Score -3331364 nChanged 116
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Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 22192 members 
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Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 22302 members 
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	Iteration 43Q: 3 clusters Score -3331390 nChanged 102
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Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 22404 members 
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Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 22514 members 
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	Iteration 45Q: 3 clusters Score -3331415 nChanged 95
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Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 22601 members 
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	Iteration 46Q: 3 clusters Score -3331431 nChanged 82
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Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 22681 members 
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Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 22771 members 
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	Iteration 48Q: 3 clusters Score -3331453 nChanged 83
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Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 22854 members 
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Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 22924 members 
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	Iteration 50Q: 3 clusters Score -3331468 nChanged 67
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Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 22991 members 
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	Iteration 51Q: 3 clusters Score -3331479 nChanged 78
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Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 23069 members 
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Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 23148 members 
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Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 23228 members 
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Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 23303 members 
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	Iteration 55Q: 3 clusters Score -3331502 nChanged 83
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Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 23386 members 
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	Iteration 56Q: 3 clusters Score -3331504 nChanged 85
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Mstep: Class 1 contains 13723 members 
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Mstep: Class 1 contains 13633 members 
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	Iteration 58Q: 3 clusters Score -3331530 nChanged 93
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Mstep: Class 1 contains 13540 members 
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Mstep: Class 1 contains 13442 members 
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	Iteration 60F: 3 clusters Score -3331555 nChanged 98
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Mstep: Class 1 contains 13344 members 
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Mstep: Class 1 contains 13250 members 
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Mstep: Class 1 contains 13172 members 
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Mstep: Class 1 contains 12912 members 
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	Iteration 66Q: 3 clusters Score -3331611 nChanged 94
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Mstep: Class 1 contains 12820 members 
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	Iteration 67Q: 3 clusters Score -3331622 nChanged 83
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Mstep: Class 1 contains 12388 members 
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	Iteration 73Q: 3 clusters Score -3331674 nChanged 65
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Mstep: Class 1 contains 12323 members 
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	Iteration 74Q: 3 clusters Score -3331676 nChanged 68
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Mstep: Class 1 contains 12255 members 
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	Iteration 75Q: 3 clusters Score -3331678 nChanged 77
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Mstep: Class 2 contains 25185 members 
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	Iteration 79Q: 3 clusters Score -3331693 nChanged 40
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Mstep: Class 1 contains 11969 members 
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	Iteration 80F: 3 clusters Score -3331707 nChanged 54
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Mstep: Class 1 contains 11917 members 
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	Iteration 81Q: 3 clusters Score -3331722 nChanged 62
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	Iteration 82Q: 3 clusters Score -3331711 nChanged 63
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	Iteration 83Q: 3 clusters Score -3331733 nChanged 52
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	Iteration 84Q: 3 clusters Score -3331742 nChanged 36
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Mstep: Class 1 contains 11712 members 
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	Iteration 85Q: 3 clusters Score -3331740 nChanged 41
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	Iteration 86Q: 3 clusters Score -3331746 nChanged 40
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	Iteration 87Q: 3 clusters Score -3331739 nChanged 44
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	Iteration 96Q: 3 clusters Score -3331783 nChanged 23
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	Iteration 98Q: 3 clusters Score -3331783 nChanged 25
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	Iteration 99Q: 3 clusters Score -3331782 nChanged 28
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	Iteration 100F: 3 clusters Score -3331796 nChanged 36
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	Iteration 101Q: 3 clusters Score -3331799 nChanged 38
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	Iteration 102Q: 3 clusters Score -3331795 nChanged 39
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	Iteration 103Q: 3 clusters Score -3331794 nChanged 40
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	Iteration 104Q: 3 clusters Score -3331795 nChanged 40
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	Iteration 105Q: 3 clusters Score -3331807 nChanged 47
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	Iteration 106Q: 3 clusters Score -3331804 nChanged 44
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	Iteration 107Q: 3 clusters Score -3331810 nChanged 36
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	Iteration 108Q: 3 clusters Score -3331812 nChanged 45
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	Iteration 109Q: 3 clusters Score -3331810 nChanged 39
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	Iteration 110Q: 3 clusters Score -3331814 nChanged 46
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	Iteration 112Q: 3 clusters Score -3331820 nChanged 50
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	Iteration 113Q: 3 clusters Score -3331819 nChanged 51
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	Iteration 114Q: 3 clusters Score -3331832 nChanged 54
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	Iteration 115Q: 3 clusters Score -3331839 nChanged 58
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	Iteration 116Q: 3 clusters Score -3331844 nChanged 54
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	Iteration 117Q: 3 clusters Score -3331840 nChanged 56
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	Iteration 118Q: 3 clusters Score -3331853 nChanged 60
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	Iteration 119Q: 3 clusters Score -3331856 nChanged 62
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	Iteration 120F: 3 clusters Score -3331864 nChanged 53
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	Iteration 121Q: 3 clusters Score -3331864 nChanged 45
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	Iteration 122Q: 3 clusters Score -3331877 nChanged 48
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	Iteration 123Q: 3 clusters Score -3331883 nChanged 45
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	Iteration 125Q: 3 clusters Score -3331898 nChanged 46
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	Iteration 126Q: 3 clusters Score -3331903 nChanged 52
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	Iteration 127Q: 3 clusters Score -3331893 nChanged 52
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	Iteration 128Q: 3 clusters Score -3331903 nChanged 51
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Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3331904 nChanged 54
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Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3331914 nChanged 45
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Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3331908 nChanged 38
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Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 27462 members 
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	Iteration 132Q: 3 clusters Score -3331921 nChanged 47
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Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 27509 members 
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	Iteration 133Q: 3 clusters Score -3331929 nChanged 45
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Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 27554 members 
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Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3331939 nChanged 51
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Mstep: Class 1 contains 9531 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3331945 nChanged 59
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Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 27722 members 
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	Iteration 137Q: 3 clusters Score -3331953 nChanged 61
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Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 27781 members 
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	Iteration 138Q: 3 clusters Score -3331960 nChanged 70
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	Iteration 139Q: 3 clusters Score -3331962 nChanged 66
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Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 27911 members 
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	Iteration 140F: 3 clusters Score -3331975 nChanged 59
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Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 27970 members 
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	Iteration 141Q: 3 clusters Score -3331975 nChanged 69
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Mstep: Class 1 contains 9155 members 
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	Iteration 142Q: 3 clusters Score -3331982 nChanged 76
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	Iteration 143Q: 3 clusters Score -3331981 nChanged 75
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Mstep: Class 2 contains 28186 members 
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	Iteration 144Q: 3 clusters Score -3331993 nChanged 68
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	Iteration 145Q: 3 clusters Score -3331999 nChanged 61
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Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 28315 members 
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	Iteration 146Q: 3 clusters Score -3332022 nChanged 53
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Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 28422 members 
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Mstep: Class 2 contains 28490 members 
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	Iteration 149Q: 3 clusters Score -3332049 nChanged 67
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Mstep: Class 1 contains 8637 members 
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Mstep: Class 2 contains 28637 members 
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Mstep: Class 2 contains 28816 members 
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	Iteration 159Q: 3 clusters Score -3332184 nChanged 106
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	Iteration 167Q: 3 clusters Score -3332449 nChanged 106
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	Iteration 171Q: 3 clusters Score -3332516 nChanged 99
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Mstep: Class 1 contains 6278 members 
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Mstep: Class 1 contains 6195 members 
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Mstep: Class 1 contains 6115 members 
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	Iteration 174Q: 3 clusters Score -3332560 nChanged 72
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Mstep: Class 1 contains 6045 members 
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	Iteration 176Q: 3 clusters Score -3332579 nChanged 42
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Mstep: Class 1 contains 5951 members 
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	Iteration 177Q: 3 clusters Score -3332581 nChanged 42
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Mstep: Class 1 contains 5909 members 
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	Iteration 178Q: 3 clusters Score -3332580 nChanged 44
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Mstep: Class 1 contains 5865 members 
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	Iteration 179Q: 3 clusters Score -3332594 nChanged 42
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Mstep: Class 1 contains 5823 members 
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	Iteration 180F: 3 clusters Score -3332609 nChanged 36
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Mstep: Class 1 contains 5787 members 
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	Iteration 181Q: 3 clusters Score -3332610 nChanged 51
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	Iteration 182Q: 3 clusters Score -3332613 nChanged 33
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	Iteration 183Q: 3 clusters Score -3332612 nChanged 25
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	Iteration 184Q: 3 clusters Score -3332618 nChanged 22
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	Iteration 185Q: 3 clusters Score -3332620 nChanged 26
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Mstep: Class 1 contains 5632 members 
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	Iteration 186Q: 3 clusters Score -3332628 nChanged 24
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	Iteration 187Q: 3 clusters Score -3332626 nChanged 20
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	Iteration 188Q: 3 clusters Score -3332624 nChanged 13
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Mstep: Class 1 contains 5577 members 
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	Iteration 189Q: 3 clusters Score -3332626 nChanged 15
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	Iteration 190Q: 3 clusters Score -3332628 nChanged 12
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	Iteration 191Q: 3 clusters Score -3332626 nChanged 12
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	Iteration 192Q: 3 clusters Score -3332634 nChanged 17
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	Iteration 193Q: 3 clusters Score -3332637 nChanged 13
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	Iteration 194Q: 3 clusters Score -3332642 nChanged 9
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	Iteration 195Q: 3 clusters Score -3332635 nChanged 10
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	Iteration 196Q: 3 clusters Score -3332643 nChanged 11
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	Iteration 197Q: 3 clusters Score -3332644 nChanged 12
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	Iteration 198Q: 3 clusters Score -3332638 nChanged 14
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	Iteration 199Q: 3 clusters Score -3332648 nChanged 18
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	Iteration 200F: 3 clusters Score -3332646 nChanged 10
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	Iteration 201Q: 3 clusters Score -3332651 nChanged 11
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	Iteration 202Q: 3 clusters Score -3332652 nChanged 12
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	Iteration 203Q: 3 clusters Score -3332660 nChanged 13
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	Iteration 204Q: 3 clusters Score -3332658 nChanged 14
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	Iteration 205Q: 3 clusters Score -3332663 nChanged 9
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	Iteration 206Q: 3 clusters Score -3332662 nChanged 15
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	Iteration 207Q: 3 clusters Score -3332669 nChanged 10
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	Iteration 208Q: 3 clusters Score -3332665 nChanged 11
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	Iteration 209Q: 3 clusters Score -3332661 nChanged 12
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	Iteration 210Q: 3 clusters Score -3332661 nChanged 14
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	Iteration 211Q: 3 clusters Score -3332666 nChanged 14
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	Iteration 212Q: 3 clusters Score -3332665 nChanged 10
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	Iteration 213Q: 3 clusters Score -3332669 nChanged 11
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	Iteration 214Q: 3 clusters Score -3332673 nChanged 10
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	Iteration 215Q: 3 clusters Score -3332672 nChanged 17
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	Iteration 216Q: 3 clusters Score -3332669 nChanged 13
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	Iteration 217Q: 3 clusters Score -3332664 nChanged 17
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	Iteration 218Q: 3 clusters Score -3332664 nChanged 11
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	Iteration 219Q: 3 clusters Score -3332667 nChanged 11
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	Iteration 220F: 3 clusters Score -3332663 nChanged 13
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	Iteration 221Q: 3 clusters Score -3332668 nChanged 8
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	Iteration 222Q: 3 clusters Score -3332672 nChanged 8
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Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -3332676.500000 Penalty: 5219.855957
	Iteration 223Q: 3 clusters Score -3332676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -3332674.250000 Penalty: 5219.855957
	Iteration 224Q: 3 clusters Score -3332674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -3332678.000000 Penalty: 5219.855957
	Iteration 225Q: 3 clusters Score -3332678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -3332674.250000 Penalty: 5219.855957
	Iteration 226Q: 3 clusters Score -3332674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -3332677.250000 Penalty: 5219.855957
	Iteration 227Q: 3 clusters Score -3332677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -3332678.500000 Penalty: 5219.855957
	Iteration 228Q: 3 clusters Score -3332678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -3332677.000000 Penalty: 5219.855957
	Iteration 229Q: 3 clusters Score -3332677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -3332678.500000 Penalty: 5219.855957
	Iteration 230Q: 3 clusters Score -3332678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -3332678.750000 Penalty: 5219.855957
	Iteration 231Q: 3 clusters Score -3332679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -3332678.250000 Penalty: 5219.855957
	Iteration 232Q: 3 clusters Score -3332678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -3332678.250000 Penalty: 5219.855957
	Iteration 233F: 3 clusters Score -3332678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Entering Unmasked Estep 
Score: -358606.687500 Penalty: 2043.615479
	Iteration 0F: 2 clusters Score -358606.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -354786.656250 Penalty: 4087.230957
	Iteration 0F: 3 clusters Score -354786.7 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -355615.718750 Penalty: 4087.230957
	Iteration 1F: 3 clusters Score -355615.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -355811.500000 Penalty: 4087.230957
	Iteration 2F: 3 clusters Score -355811.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -355913.625000 Penalty: 4087.230957
	Iteration 3Q: 3 clusters Score -355913.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -355974.968750 Penalty: 4087.230957
	Iteration 4Q: 3 clusters Score -355975 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -356022.500000 Penalty: 4087.230957
	Iteration 5Q: 3 clusters Score -356022.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -356057.125000 Penalty: 4087.230957
	Iteration 6Q: 3 clusters Score -356057.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -356084.281250 Penalty: 4087.230957
	Iteration 7Q: 3 clusters Score -356084.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -356108.750000 Penalty: 4087.230957
	Iteration 8Q: 3 clusters Score -356108.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -356133.187500 Penalty: 4087.230957
	Iteration 9Q: 3 clusters Score -356133.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -356157.781250 Penalty: 4087.230957
	Iteration 10Q: 3 clusters Score -356157.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -356184.593750 Penalty: 4087.230957
	Iteration 11Q: 3 clusters Score -356184.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -356213.250000 Penalty: 4087.230957
	Iteration 12Q: 3 clusters Score -356213.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -356241.750000 Penalty: 4087.230957
	Iteration 13Q: 3 clusters Score -356241.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -356267.750000 Penalty: 4087.230957
	Iteration 14Q: 3 clusters Score -356267.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -356298.437500 Penalty: 4087.230957
	Iteration 15Q: 3 clusters Score -356298.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -356328.875000 Penalty: 4087.230957
	Iteration 16Q: 3 clusters Score -356328.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -356369.656250 Penalty: 4087.230957
	Iteration 17Q: 3 clusters Score -356369.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -356414.875000 Penalty: 4087.230957
	Iteration 18Q: 3 clusters Score -356414.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -356464.750000 Penalty: 4087.230957
	Iteration 19Q: 3 clusters Score -356464.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -356506.750000 Penalty: 4087.230957
	Iteration 20F: 3 clusters Score -356506.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -356547.437500 Penalty: 4087.230957
	Iteration 21Q: 3 clusters Score -356547.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -356587.875000 Penalty: 4087.230957
	Iteration 22Q: 3 clusters Score -356587.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -356626.687500 Penalty: 4087.230957
	Iteration 23Q: 3 clusters Score -356626.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -356661.593750 Penalty: 4087.230957
	Iteration 24Q: 3 clusters Score -356661.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -356694.187500 Penalty: 4087.230957
	Iteration 25Q: 3 clusters Score -356694.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -356720.531250 Penalty: 4087.230957
	Iteration 26Q: 3 clusters Score -356720.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -356745.156250 Penalty: 4087.230957
	Iteration 27Q: 3 clusters Score -356745.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -356760.625000 Penalty: 4087.230957
	Iteration 28Q: 3 clusters Score -356760.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -356767.875000 Penalty: 4087.230957
	Iteration 29Q: 3 clusters Score -356767.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -356774.218750 Penalty: 4087.230957
	Iteration 30Q: 3 clusters Score -356774.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -356779.281250 Penalty: 4087.230957
	Iteration 31Q: 3 clusters Score -356779.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -356783.781250 Penalty: 4087.230957
	Iteration 32Q: 3 clusters Score -356783.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -356787.781250 Penalty: 4087.230957
	Iteration 33Q: 3 clusters Score -356787.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -356789.250000 Penalty: 4087.230957
	Iteration 34Q: 3 clusters Score -356789.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -356792.062500 Penalty: 4087.230957
	Iteration 35Q: 3 clusters Score -356792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -356794.625000 Penalty: 4087.230957
	Iteration 36Q: 3 clusters Score -356794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -356795.843750 Penalty: 4087.230957
	Iteration 37Q: 3 clusters Score -356795.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -356796.968750 Penalty: 4087.230957
	Iteration 38Q: 3 clusters Score -356797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -356796.968750 Penalty: 4087.230957
	Iteration 39F: 3 clusters Score -356797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -896149.875000 Penalty: 2275.148926
	Iteration 0F: 2 clusters Score -896149.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -888759.062500 Penalty: 4550.297852
	Iteration 0F: 3 clusters Score -888759.1 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -890951.312500 Penalty: 4550.297852
	Iteration 1F: 3 clusters Score -890951.3 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -891228.062500 Penalty: 4550.297852
	Iteration 2F: 3 clusters Score -891228.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -891418.375000 Penalty: 4550.297852
	Iteration 3Q: 3 clusters Score -891418.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -891560.500000 Penalty: 4550.297852
	Iteration 4Q: 3 clusters Score -891560.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -891674.937500 Penalty: 4550.297852
	Iteration 5Q: 3 clusters Score -891674.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -891784.375000 Penalty: 4550.297852
	Iteration 6Q: 3 clusters Score -891784.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -891900.437500 Penalty: 4550.297852
	Iteration 7Q: 3 clusters Score -891900.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -892044.250000 Penalty: 4550.297852
	Iteration 8Q: 3 clusters Score -892044.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -892201.625000 Penalty: 4550.297852
	Iteration 9Q: 3 clusters Score -892201.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -892386.750000 Penalty: 4550.297852
	Iteration 10Q: 3 clusters Score -892386.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -892587.875000 Penalty: 4550.297852
	Iteration 11Q: 3 clusters Score -892587.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -892798.687500 Penalty: 4550.297852
	Iteration 12Q: 3 clusters Score -892798.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -893025.312500 Penalty: 4550.297852
	Iteration 13Q: 3 clusters Score -893025.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -893242.125000 Penalty: 4550.297852
	Iteration 14Q: 3 clusters Score -893242.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -893401.375000 Penalty: 4550.297852
	Iteration 15Q: 3 clusters Score -893401.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -893527.312500 Penalty: 4550.297852
	Iteration 16Q: 3 clusters Score -893527.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -893638.937500 Penalty: 4550.297852
	Iteration 17Q: 3 clusters Score -893638.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -893783.250000 Penalty: 4550.297852
	Iteration 18Q: 3 clusters Score -893783.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -893933.000000 Penalty: 4550.297852
	Iteration 19Q: 3 clusters Score -893933 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -894089.125000 Penalty: 4550.297852
	Iteration 20F: 3 clusters Score -894089.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -894257.437500 Penalty: 4550.297852
	Iteration 21Q: 3 clusters Score -894257.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -894456.562500 Penalty: 4550.297852
	Iteration 22Q: 3 clusters Score -894456.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -894670.125000 Penalty: 4550.297852
	Iteration 23Q: 3 clusters Score -894670.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -894857.437500 Penalty: 4550.297852
	Iteration 24Q: 3 clusters Score -894857.4 nChanged 173
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: -895011.062500 Penalty: 4550.297852
	Iteration 25Q: 3 clusters Score -895011.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -895129.000000 Penalty: 4550.297852
	Iteration 26Q: 3 clusters Score -895129 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -895206.687500 Penalty: 4550.297852
	Iteration 27Q: 3 clusters Score -895206.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -895265.500000 Penalty: 4550.297852
	Iteration 28Q: 3 clusters Score -895265.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -895307.687500 Penalty: 4550.297852
	Iteration 29Q: 3 clusters Score -895307.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -895343.437500 Penalty: 4550.297852
	Iteration 30Q: 3 clusters Score -895343.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -895375.312500 Penalty: 4550.297852
	Iteration 31Q: 3 clusters Score -895375.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -895395.375000 Penalty: 4550.297852
	Iteration 32Q: 3 clusters Score -895395.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -895413.750000 Penalty: 4550.297852
	Iteration 33Q: 3 clusters Score -895413.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -895436.000000 Penalty: 4550.297852
	Iteration 34Q: 3 clusters Score -895436 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -895464.062500 Penalty: 4550.297852
	Iteration 35Q: 3 clusters Score -895464.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -895483.312500 Penalty: 4550.297852
	Iteration 36Q: 3 clusters Score -895483.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -895503.125000 Penalty: 4550.297852
	Iteration 37Q: 3 clusters Score -895503.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -895517.125000 Penalty: 4550.297852
	Iteration 38Q: 3 clusters Score -895517.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -895527.687500 Penalty: 4550.297852
	Iteration 39Q: 3 clusters Score -895527.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -895546.312500 Penalty: 4550.297852
	Iteration 40F: 3 clusters Score -895546.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -895563.937500 Penalty: 4550.297852
	Iteration 41Q: 3 clusters Score -895563.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -895584.875000 Penalty: 4550.297852
	Iteration 42Q: 3 clusters Score -895584.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -895601.062500 Penalty: 4550.297852
	Iteration 43Q: 3 clusters Score -895601.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -895613.375000 Penalty: 4550.297852
	Iteration 44Q: 3 clusters Score -895613.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -895625.500000 Penalty: 4550.297852
	Iteration 45Q: 3 clusters Score -895625.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -895634.000000 Penalty: 4550.297852
	Iteration 46Q: 3 clusters Score -895634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -895648.875000 Penalty: 4550.297852
	Iteration 47Q: 3 clusters Score -895648.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -895663.937500 Penalty: 4550.297852
	Iteration 48Q: 3 clusters Score -895663.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -895669.187500 Penalty: 4550.297852
	Iteration 49Q: 3 clusters Score -895669.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -895679.812500 Penalty: 4550.297852
	Iteration 50Q: 3 clusters Score -895679.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -895691.000000 Penalty: 4550.297852
	Iteration 51Q: 3 clusters Score -895691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -895696.000000 Penalty: 4550.297852
	Iteration 52Q: 3 clusters Score -895696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -895706.500000 Penalty: 4550.297852
	Iteration 53Q: 3 clusters Score -895706.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -895714.437500 Penalty: 4550.297852
	Iteration 54Q: 3 clusters Score -895714.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -895721.812500 Penalty: 4550.297852
	Iteration 55Q: 3 clusters Score -895721.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -895724.000000 Penalty: 4550.297852
	Iteration 56Q: 3 clusters Score -895724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -895728.562500 Penalty: 4550.297852
	Iteration 57Q: 3 clusters Score -895728.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -895733.062500 Penalty: 4550.297852
	Iteration 58Q: 3 clusters Score -895733.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -895733.937500 Penalty: 4550.297852
	Iteration 59Q: 3 clusters Score -895733.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -895739.312500 Penalty: 4550.297852
	Iteration 60F: 3 clusters Score -895739.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -895740.750000 Penalty: 4550.297852
	Iteration 61Q: 3 clusters Score -895740.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -895743.625000 Penalty: 4550.297852
	Iteration 62Q: 3 clusters Score -895743.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -895744.125000 Penalty: 4550.297852
	Iteration 63Q: 3 clusters Score -895744.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -895747.625000 Penalty: 4550.297852
	Iteration 64Q: 3 clusters Score -895747.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -895750.875000 Penalty: 4550.297852
	Iteration 65Q: 3 clusters Score -895750.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -895751.250000 Penalty: 4550.297852
	Iteration 66Q: 3 clusters Score -895751.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -895754.312500 Penalty: 4550.297852
	Iteration 67Q: 3 clusters Score -895754.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -895755.375000 Penalty: 4550.297852
	Iteration 68Q: 3 clusters Score -895755.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -895758.937500 Penalty: 4550.297852
	Iteration 69Q: 3 clusters Score -895758.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -895758.562500 Penalty: 4550.297852
	Iteration 70Q: 3 clusters Score -895758.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -895763.500000 Penalty: 4550.297852
	Iteration 71Q: 3 clusters Score -895763.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -895769.062500 Penalty: 4550.297852
	Iteration 72Q: 3 clusters Score -895769.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -895774.750000 Penalty: 4550.297852
	Iteration 73Q: 3 clusters Score -895774.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -895780.500000 Penalty: 4550.297852
	Iteration 74Q: 3 clusters Score -895780.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -895784.812500 Penalty: 4550.297852
	Iteration 75Q: 3 clusters Score -895784.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -895792.812500 Penalty: 4550.297852
	Iteration 76Q: 3 clusters Score -895792.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -895797.125000 Penalty: 4550.297852
	Iteration 77Q: 3 clusters Score -895797.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -895800.062500 Penalty: 4550.297852
	Iteration 78Q: 3 clusters Score -895800.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -895802.375000 Penalty: 4550.297852
	Iteration 79Q: 3 clusters Score -895802.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -895804.937500 Penalty: 4550.297852
	Iteration 80F: 3 clusters Score -895804.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -895807.187500 Penalty: 4550.297852
	Iteration 81Q: 3 clusters Score -895807.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -895809.250000 Penalty: 4550.297852
	Iteration 82Q: 3 clusters Score -895809.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -895811.437500 Penalty: 4550.297852
	Iteration 83Q: 3 clusters Score -895811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -895810.687500 Penalty: 4550.297852
	Iteration 84Q: 3 clusters Score -895810.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -895813.937500 Penalty: 4550.297852
	Iteration 85Q: 3 clusters Score -895813.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -895813.750000 Penalty: 4550.297852
	Iteration 86Q: 3 clusters Score -895813.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -895814.187500 Penalty: 4550.297852
	Iteration 87Q: 3 clusters Score -895814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -895814.625000 Penalty: 4550.297852
	Iteration 88Q: 3 clusters Score -895814.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -895814.625000 Penalty: 4550.297852
	Iteration 89Q: 3 clusters Score -895814.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -895817.500000 Penalty: 4550.297852
	Iteration 90Q: 3 clusters Score -895817.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -895818.625000 Penalty: 4550.297852
	Iteration 91Q: 3 clusters Score -895818.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -895821.250000 Penalty: 4550.297852
	Iteration 92Q: 3 clusters Score -895821.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -895821.250000 Penalty: 4550.297852
	Iteration 93Q: 3 clusters Score -895821.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -895822.187500 Penalty: 4550.297852
	Iteration 94Q: 3 clusters Score -895822.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -895824.562500 Penalty: 4550.297852
	Iteration 95Q: 3 clusters Score -895824.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -895826.625000 Penalty: 4550.297852
	Iteration 96Q: 3 clusters Score -895826.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -895831.937500 Penalty: 4550.297852
	Iteration 97Q: 3 clusters Score -895831.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -895837.000000 Penalty: 4550.297852
	Iteration 98Q: 3 clusters Score -895837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -895837.562500 Penalty: 4550.297852
	Iteration 99Q: 3 clusters Score -895837.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -895840.875000 Penalty: 4550.297852
	Iteration 100F: 3 clusters Score -895840.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -895842.312500 Penalty: 4550.297852
	Iteration 101Q: 3 clusters Score -895842.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -895843.437500 Penalty: 4550.297852
	Iteration 102Q: 3 clusters Score -895843.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -895844.562500 Penalty: 4550.297852
	Iteration 103Q: 3 clusters Score -895844.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -895846.625000 Penalty: 4550.297852
	Iteration 104Q: 3 clusters Score -895846.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -895848.312500 Penalty: 4550.297852
	Iteration 105Q: 3 clusters Score -895848.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -895850.687500 Penalty: 4550.297852
	Iteration 106Q: 3 clusters Score -895850.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -895852.875000 Penalty: 4550.297852
	Iteration 107Q: 3 clusters Score -895852.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -895856.312500 Penalty: 4550.297852
	Iteration 108Q: 3 clusters Score -895856.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -895856.312500 Penalty: 4550.297852
	Iteration 109Q: 3 clusters Score -895856.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -895855.500000 Penalty: 4550.297852
	Iteration 110Q: 3 clusters Score -895855.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -895859.562500 Penalty: 4550.297852
	Iteration 111Q: 3 clusters Score -895859.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -895858.375000 Penalty: 4550.297852
	Iteration 112Q: 3 clusters Score -895858.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -895860.375000 Penalty: 4550.297852
	Iteration 113Q: 3 clusters Score -895860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -895861.125000 Penalty: 4550.297852
	Iteration 114Q: 3 clusters Score -895861.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -895863.250000 Penalty: 4550.297852
	Iteration 115Q: 3 clusters Score -895863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -895863.500000 Penalty: 4550.297852
	Iteration 116Q: 3 clusters Score -895863.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -895863.625000 Penalty: 4550.297852
	Iteration 117Q: 3 clusters Score -895863.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -895862.562500 Penalty: 4550.297852
	Iteration 118Q: 3 clusters Score -895862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -895863.125000 Penalty: 4550.297852
	Iteration 119Q: 3 clusters Score -895863.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -895863.312500 Penalty: 4550.297852
	Iteration 120F: 3 clusters Score -895863.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -895865.125000 Penalty: 4550.297852
	Iteration 121Q: 3 clusters Score -895865.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -895864.875000 Penalty: 4550.297852
	Iteration 122Q: 3 clusters Score -895864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -895866.875000 Penalty: 4550.297852
	Iteration 123Q: 3 clusters Score -895866.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -895868.687500 Penalty: 4550.297852
	Iteration 124Q: 3 clusters Score -895868.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -895869.062500 Penalty: 4550.297852
	Iteration 125Q: 3 clusters Score -895869.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -895869.125000 Penalty: 4550.297852
	Iteration 126Q: 3 clusters Score -895869.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -895873.000000 Penalty: 4550.297852
	Iteration 127Q: 3 clusters Score -895873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -895873.437500 Penalty: 4550.297852
	Iteration 128Q: 3 clusters Score -895873.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -895873.500000 Penalty: 4550.297852
	Iteration 129Q: 3 clusters Score -895873.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -895874.125000 Penalty: 4550.297852
	Iteration 130Q: 3 clusters Score -895874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -895876.625000 Penalty: 4550.297852
	Iteration 131Q: 3 clusters Score -895876.6 nChanged 4
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: -895877.500000 Penalty: 4550.297852
	Iteration 132Q: 3 clusters Score -895877.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -895876.562500 Penalty: 4550.297852
	Iteration 133Q: 3 clusters Score -895876.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -895874.687500 Penalty: 4550.297852
	Iteration 134Q: 3 clusters Score -895874.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -895876.687500 Penalty: 4550.297852
	Iteration 135Q: 3 clusters Score -895876.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -895878.812500 Penalty: 4550.297852
	Iteration 136Q: 3 clusters Score -895878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -895880.750000 Penalty: 4550.297852
	Iteration 137Q: 3 clusters Score -895880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -895879.062500 Penalty: 4550.297852
	Iteration 138Q: 3 clusters Score -895879.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -895882.250000 Penalty: 4550.297852
	Iteration 139Q: 3 clusters Score -895882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -895882.625000 Penalty: 4550.297852
	Iteration 140F: 3 clusters Score -895882.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -895882.750000 Penalty: 4550.297852
	Iteration 141Q: 3 clusters Score -895882.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -895882.250000 Penalty: 4550.297852
	Iteration 142Q: 3 clusters Score -895882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -895883.875000 Penalty: 4550.297852
	Iteration 143Q: 3 clusters Score -895883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -895883.312500 Penalty: 4550.297852
	Iteration 144Q: 3 clusters Score -895883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -895883.812500 Penalty: 4550.297852
	Iteration 145Q: 3 clusters Score -895883.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -895881.937500 Penalty: 4550.297852
	Iteration 146Q: 3 clusters Score -895881.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -895882.875000 Penalty: 4550.297852
	Iteration 147Q: 3 clusters Score -895882.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -895882.875000 Penalty: 4550.297852
	Iteration 148F: 3 clusters Score -895882.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Entering Unmasked Estep 
Score: -1224517.625000 Penalty: 2350.315674
	Iteration 0F: 2 clusters Score -1224518 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 6404 members 
Entering Unmasked Estep 
Score: -1214838.750000 Penalty: 4700.631348
	Iteration 0F: 3 clusters Score -1214839 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1218048.875000 Penalty: 4700.631348
	Iteration 1F: 3 clusters Score -1218049 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1218612.125000 Penalty: 4700.631348
	Iteration 2F: 3 clusters Score -1218612 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1219265.250000 Penalty: 4700.631348
	Iteration 3F: 3 clusters Score -1219265 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1220147.250000 Penalty: 4700.631348
	Iteration 4F: 3 clusters Score -1220147 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1221290.750000 Penalty: 4700.631348
	Iteration 5F: 3 clusters Score -1221291 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1222332.250000 Penalty: 4700.631348
	Iteration 6F: 3 clusters Score -1222332 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1222974.875000 Penalty: 4700.631348
	Iteration 7F: 3 clusters Score -1222975 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1223261.250000 Penalty: 4700.631348
	Iteration 8Q: 3 clusters Score -1223261 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1223391.375000 Penalty: 4700.631348
	Iteration 9Q: 3 clusters Score -1223391 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1223452.125000 Penalty: 4700.631348
	Iteration 10Q: 3 clusters Score -1223452 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1223500.750000 Penalty: 4700.631348
	Iteration 11Q: 3 clusters Score -1223501 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1223521.375000 Penalty: 4700.631348
	Iteration 12Q: 3 clusters Score -1223521 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1223539.750000 Penalty: 4700.631348
	Iteration 13Q: 3 clusters Score -1223540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1223545.875000 Penalty: 4700.631348
	Iteration 14Q: 3 clusters Score -1223546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1223556.125000 Penalty: 4700.631348
	Iteration 15Q: 3 clusters Score -1223556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1223555.125000 Penalty: 4700.631348
	Iteration 16Q: 3 clusters Score -1223555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1223557.250000 Penalty: 4700.631348
	Iteration 17Q: 3 clusters Score -1223557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1223557.625000 Penalty: 4700.631348
	Iteration 18Q: 3 clusters Score -1223558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1223560.625000 Penalty: 4700.631348
	Iteration 19Q: 3 clusters Score -1223561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1223559.750000 Penalty: 4700.631348
	Iteration 20F: 3 clusters Score -1223560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1223561.625000 Penalty: 4700.631348
	Iteration 21Q: 3 clusters Score -1223562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1223565.000000 Penalty: 4700.631348
	Iteration 22Q: 3 clusters Score -1223565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1223564.875000 Penalty: 4700.631348
	Iteration 23Q: 3 clusters Score -1223565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1223564.875000 Penalty: 4700.631348
	Iteration 24Q: 3 clusters Score -1223565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1223565.500000 Penalty: 4700.631348
	Iteration 25Q: 3 clusters Score -1223566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1223566.875000 Penalty: 4700.631348
	Iteration 26Q: 3 clusters Score -1223567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1223563.000000 Penalty: 4700.631348
	Iteration 27Q: 3 clusters Score -1223563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1223565.125000 Penalty: 4700.631348
	Iteration 28Q: 3 clusters Score -1223565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1223565.125000 Penalty: 4700.631348
	Iteration 29F: 3 clusters Score -1223565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Entering Unmasked Estep 
Score: -852035.312500 Penalty: 2250.708252
	Iteration 0F: 2 clusters Score -852035.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -845185.875000 Penalty: 4501.416504
	Iteration 0F: 3 clusters Score -845185.9 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -847059.812500 Penalty: 4501.416504
	Iteration 1F: 3 clusters Score -847059.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -847294.562500 Penalty: 4501.416504
	Iteration 2F: 3 clusters Score -847294.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -847429.000000 Penalty: 4501.416504
	Iteration 3Q: 3 clusters Score -847429 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -847530.687500 Penalty: 4501.416504
	Iteration 4Q: 3 clusters Score -847530.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -847608.250000 Penalty: 4501.416504
	Iteration 5Q: 3 clusters Score -847608.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -847668.812500 Penalty: 4501.416504
	Iteration 6Q: 3 clusters Score -847668.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -847712.187500 Penalty: 4501.416504
	Iteration 7Q: 3 clusters Score -847712.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -847751.062500 Penalty: 4501.416504
	Iteration 8Q: 3 clusters Score -847751.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -847791.750000 Penalty: 4501.416504
	Iteration 9Q: 3 clusters Score -847791.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -847833.000000 Penalty: 4501.416504
	Iteration 10Q: 3 clusters Score -847833 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -847871.125000 Penalty: 4501.416504
	Iteration 11Q: 3 clusters Score -847871.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -847905.812500 Penalty: 4501.416504
	Iteration 12Q: 3 clusters Score -847905.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -847929.750000 Penalty: 4501.416504
	Iteration 13Q: 3 clusters Score -847929.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -847953.312500 Penalty: 4501.416504
	Iteration 14Q: 3 clusters Score -847953.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -847977.625000 Penalty: 4501.416504
	Iteration 15Q: 3 clusters Score -847977.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -848010.500000 Penalty: 4501.416504
	Iteration 16Q: 3 clusters Score -848010.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -848063.187500 Penalty: 4501.416504
	Iteration 17Q: 3 clusters Score -848063.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -848123.187500 Penalty: 4501.416504
	Iteration 18Q: 3 clusters Score -848123.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -848193.875000 Penalty: 4501.416504
	Iteration 19Q: 3 clusters Score -848193.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -848278.375000 Penalty: 4501.416504
	Iteration 20F: 3 clusters Score -848278.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -848396.750000 Penalty: 4501.416504
	Iteration 21Q: 3 clusters Score -848396.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -848548.750000 Penalty: 4501.416504
	Iteration 22Q: 3 clusters Score -848548.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -848738.625000 Penalty: 4501.416504
	Iteration 23Q: 3 clusters Score -848738.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -848958.500000 Penalty: 4501.416504
	Iteration 24Q: 3 clusters Score -848958.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -849186.812500 Penalty: 4501.416504
	Iteration 25Q: 3 clusters Score -849186.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -849379.437500 Penalty: 4501.416504
	Iteration 26Q: 3 clusters Score -849379.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -849550.625000 Penalty: 4501.416504
	Iteration 27Q: 3 clusters Score -849550.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -849693.500000 Penalty: 4501.416504
	Iteration 28Q: 3 clusters Score -849693.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -849801.812500 Penalty: 4501.416504
	Iteration 29Q: 3 clusters Score -849801.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -849878.937500 Penalty: 4501.416504
	Iteration 30Q: 3 clusters Score -849878.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -849932.187500 Penalty: 4501.416504
	Iteration 31Q: 3 clusters Score -849932.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -849977.437500 Penalty: 4501.416504
	Iteration 32Q: 3 clusters Score -849977.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -850003.250000 Penalty: 4501.416504
	Iteration 33Q: 3 clusters Score -850003.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -850026.625000 Penalty: 4501.416504
	Iteration 34Q: 3 clusters Score -850026.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -850041.937500 Penalty: 4501.416504
	Iteration 35Q: 3 clusters Score -850041.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -850049.562500 Penalty: 4501.416504
	Iteration 36Q: 3 clusters Score -850049.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -850058.437500 Penalty: 4501.416504
	Iteration 37Q: 3 clusters Score -850058.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -850061.437500 Penalty: 4501.416504
	Iteration 38Q: 3 clusters Score -850061.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -850067.562500 Penalty: 4501.416504
	Iteration 39Q: 3 clusters Score -850067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -850070.250000 Penalty: 4501.416504
	Iteration 40F: 3 clusters Score -850070.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -850070.500000 Penalty: 4501.416504
	Iteration 41Q: 3 clusters Score -850070.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -850071.687500 Penalty: 4501.416504
	Iteration 42Q: 3 clusters Score -850071.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -850071.687500 Penalty: 4501.416504
	Iteration 43F: 3 clusters Score -850071.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Entering Unmasked Estep 
Score: -441449.125000 Penalty: 2111.518799
	Iteration 0F: 2 clusters Score -441449.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -436970.718750 Penalty: 4223.037598
	Iteration 0F: 3 clusters Score -436970.7 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -438063.781250 Penalty: 4223.037598
	Iteration 1F: 3 clusters Score -438063.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -438336.031250 Penalty: 4223.037598
	Iteration 2F: 3 clusters Score -438336 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -438536.625000 Penalty: 4223.037598
	Iteration 3F: 3 clusters Score -438536.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -438726.281250 Penalty: 4223.037598
	Iteration 4F: 3 clusters Score -438726.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -438892.187500 Penalty: 4223.037598
	Iteration 5Q: 3 clusters Score -438892.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -439042.937500 Penalty: 4223.037598
	Iteration 6Q: 3 clusters Score -439042.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -439189.781250 Penalty: 4223.037598
	Iteration 7Q: 3 clusters Score -439189.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -439313.218750 Penalty: 4223.037598
	Iteration 8Q: 3 clusters Score -439313.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -439408.375000 Penalty: 4223.037598
	Iteration 9Q: 3 clusters Score -439408.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -439483.656250 Penalty: 4223.037598
	Iteration 10Q: 3 clusters Score -439483.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -439540.062500 Penalty: 4223.037598
	Iteration 11Q: 3 clusters Score -439540.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -439593.750000 Penalty: 4223.037598
	Iteration 12Q: 3 clusters Score -439593.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -439668.593750 Penalty: 4223.037598
	Iteration 13Q: 3 clusters Score -439668.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -439753.375000 Penalty: 4223.037598
	Iteration 14Q: 3 clusters Score -439753.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -439839.531250 Penalty: 4223.037598
	Iteration 15Q: 3 clusters Score -439839.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -439913.843750 Penalty: 4223.037598
	Iteration 16Q: 3 clusters Score -439913.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -439995.343750 Penalty: 4223.037598
	Iteration 17Q: 3 clusters Score -439995.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -440089.468750 Penalty: 4223.037598
	Iteration 18Q: 3 clusters Score -440089.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -440179.281250 Penalty: 4223.037598
	Iteration 19Q: 3 clusters Score -440179.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -440244.312500 Penalty: 4223.037598
	Iteration 20F: 3 clusters Score -440244.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -440284.562500 Penalty: 4223.037598
	Iteration 21Q: 3 clusters Score -440284.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -440312.625000 Penalty: 4223.037598
	Iteration 22Q: 3 clusters Score -440312.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -440335.375000 Penalty: 4223.037598
	Iteration 23Q: 3 clusters Score -440335.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -440345.000000 Penalty: 4223.037598
	Iteration 24Q: 3 clusters Score -440345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -440352.500000 Penalty: 4223.037598
	Iteration 25Q: 3 clusters Score -440352.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -440356.218750 Penalty: 4223.037598
	Iteration 26Q: 3 clusters Score -440356.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -440363.968750 Penalty: 4223.037598
	Iteration 27Q: 3 clusters Score -440364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -440368.812500 Penalty: 4223.037598
	Iteration 28Q: 3 clusters Score -440368.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -440371.281250 Penalty: 4223.037598
	Iteration 29Q: 3 clusters Score -440371.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -440375.000000 Penalty: 4223.037598
	Iteration 30Q: 3 clusters Score -440375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -440376.750000 Penalty: 4223.037598
	Iteration 31Q: 3 clusters Score -440376.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -440378.843750 Penalty: 4223.037598
	Iteration 32Q: 3 clusters Score -440378.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -440382.312500 Penalty: 4223.037598
	Iteration 33Q: 3 clusters Score -440382.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -440387.625000 Penalty: 4223.037598
	Iteration 34Q: 3 clusters Score -440387.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -440390.031250 Penalty: 4223.037598
	Iteration 35Q: 3 clusters Score -440390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -440391.843750 Penalty: 4223.037598
	Iteration 36Q: 3 clusters Score -440391.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -440394.062500 Penalty: 4223.037598
	Iteration 37Q: 3 clusters Score -440394.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -440395.468750 Penalty: 4223.037598
	Iteration 38Q: 3 clusters Score -440395.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -440397.156250 Penalty: 4223.037598
	Iteration 39Q: 3 clusters Score -440397.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -440397.250000 Penalty: 4223.037598
	Iteration 40F: 3 clusters Score -440397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -440397.187500 Penalty: 4223.037598
	Iteration 41Q: 3 clusters Score -440397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -440397.187500 Penalty: 4223.037598
	Iteration 42F: 3 clusters Score -440397.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Entering Unmasked Estep 
Score: -1517525.625000 Penalty: 2404.448242
	Iteration 0F: 2 clusters Score -1517526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1505938.500000 Penalty: 4808.896484
	Iteration 0F: 3 clusters Score -1505938 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1509556.500000 Penalty: 4808.896484
	Iteration 1F: 3 clusters Score -1509556 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1509925.625000 Penalty: 4808.896484
	Iteration 2F: 3 clusters Score -1509926 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1510207.125000 Penalty: 4808.896484
	Iteration 3Q: 3 clusters Score -1510207 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1510462.750000 Penalty: 4808.896484
	Iteration 4Q: 3 clusters Score -1510463 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1510708.000000 Penalty: 4808.896484
	Iteration 5Q: 3 clusters Score -1510708 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1510998.125000 Penalty: 4808.896484
	Iteration 6Q: 3 clusters Score -1510998 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1511341.125000 Penalty: 4808.896484
	Iteration 7Q: 3 clusters Score -1511341 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1511731.625000 Penalty: 4808.896484
	Iteration 8Q: 3 clusters Score -1511732 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1512229.625000 Penalty: 4808.896484
	Iteration 9Q: 3 clusters Score -1512230 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1512812.750000 Penalty: 4808.896484
	Iteration 10Q: 3 clusters Score -1512813 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1513402.000000 Penalty: 4808.896484
	Iteration 11Q: 3 clusters Score -1513402 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1513996.625000 Penalty: 4808.896484
	Iteration 12Q: 3 clusters Score -1513997 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1514557.250000 Penalty: 4808.896484
	Iteration 13Q: 3 clusters Score -1514557 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1515010.625000 Penalty: 4808.896484
	Iteration 14Q: 3 clusters Score -1515011 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1515345.000000 Penalty: 4808.896484
	Iteration 15Q: 3 clusters Score -1515345 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1515602.125000 Penalty: 4808.896484
	Iteration 16Q: 3 clusters Score -1515602 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1515830.750000 Penalty: 4808.896484
	Iteration 17Q: 3 clusters Score -1515831 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1516093.375000 Penalty: 4808.896484
	Iteration 18Q: 3 clusters Score -1516093 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1516270.125000 Penalty: 4808.896484
	Iteration 19Q: 3 clusters Score -1516270 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1516366.750000 Penalty: 4808.896484
	Iteration 20F: 3 clusters Score -1516367 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1516446.375000 Penalty: 4808.896484
	Iteration 21Q: 3 clusters Score -1516446 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1516506.125000 Penalty: 4808.896484
	Iteration 22Q: 3 clusters Score -1516506 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1516546.750000 Penalty: 4808.896484
	Iteration 23Q: 3 clusters Score -1516547 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1516586.250000 Penalty: 4808.896484
	Iteration 24Q: 3 clusters Score -1516586 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1516621.625000 Penalty: 4808.896484
	Iteration 25Q: 3 clusters Score -1516622 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1516649.125000 Penalty: 4808.896484
	Iteration 26Q: 3 clusters Score -1516649 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1516686.375000 Penalty: 4808.896484
	Iteration 27Q: 3 clusters Score -1516686 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1516715.375000 Penalty: 4808.896484
	Iteration 28Q: 3 clusters Score -1516715 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1516747.375000 Penalty: 4808.896484
	Iteration 29Q: 3 clusters Score -1516747 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1516784.625000 Penalty: 4808.896484
	Iteration 30Q: 3 clusters Score -1516785 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1516824.625000 Penalty: 4808.896484
	Iteration 31Q: 3 clusters Score -1516825 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1516858.250000 Penalty: 4808.896484
	Iteration 32Q: 3 clusters Score -1516858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1516881.500000 Penalty: 4808.896484
	Iteration 33Q: 3 clusters Score -1516882 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1516914.625000 Penalty: 4808.896484
	Iteration 34Q: 3 clusters Score -1516915 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1516946.500000 Penalty: 4808.896484
	Iteration 35Q: 3 clusters Score -1516946 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1516982.250000 Penalty: 4808.896484
	Iteration 36Q: 3 clusters Score -1516982 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1517011.000000 Penalty: 4808.896484
	Iteration 37Q: 3 clusters Score -1517011 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1517042.625000 Penalty: 4808.896484
	Iteration 38Q: 3 clusters Score -1517043 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1517056.375000 Penalty: 4808.896484
	Iteration 39Q: 3 clusters Score -1517056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1517068.000000 Penalty: 4808.896484
	Iteration 40F: 3 clusters Score -1517068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1517076.375000 Penalty: 4808.896484
	Iteration 41Q: 3 clusters Score -1517076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1517090.125000 Penalty: 4808.896484
	Iteration 42Q: 3 clusters Score -1517090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1517098.250000 Penalty: 4808.896484
	Iteration 43Q: 3 clusters Score -1517098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1517108.250000 Penalty: 4808.896484
	Iteration 44Q: 3 clusters Score -1517108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1517110.500000 Penalty: 4808.896484
	Iteration 45Q: 3 clusters Score -1517110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1517117.625000 Penalty: 4808.896484
	Iteration 46Q: 3 clusters Score -1517118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1517118.125000 Penalty: 4808.896484
	Iteration 47Q: 3 clusters Score -1517118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1517122.250000 Penalty: 4808.896484
	Iteration 48Q: 3 clusters Score -1517122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1517122.000000 Penalty: 4808.896484
	Iteration 49Q: 3 clusters Score -1517122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1517122.000000 Penalty: 4808.896484
	Iteration 50F: 3 clusters Score -1517122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 27943 members 
Mstep: Class 4 contains 63300 members 
Mstep: Class 5 contains 24626 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223681 members 
Mstep: Class 8 contains 96841 members 
Mstep: Class 9 contains 308222 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219914 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37194 members 
Mstep: Class 27 contains 3791 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13057 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4985 members 
Mstep: Class 32 contains 16242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701168.000000 Penalty: 113719.265625
Iteration 199F: 33 clusters Score -1.577012e+08 nChanged 0
Entering ConstructFrom: 
Score: -157701168.000000 Penalty: 113719.265625
Entering ConstructFrom: 
Trying to split cluster 1 (10124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Entering Unmasked Estep 
Score: -950854.250000 Penalty: 2287.220703
	Iteration 0F: 2 clusters Score -950854.2 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 5075 members 
Entering Unmasked Estep 
Score: -943084.687500 Penalty: 4574.441406
	Iteration 0F: 3 clusters Score -943084.7 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -945313.000000 Penalty: 4574.441406
	Iteration 1F: 3 clusters Score -945313 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -945713.937500 Penalty: 4574.441406
	Iteration 2F: 3 clusters Score -945713.9 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -946050.500000 Penalty: 4574.441406
	Iteration 3F: 3 clusters Score -946050.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -946357.375000 Penalty: 4574.441406
	Iteration 4F: 3 clusters Score -946357.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -946693.187500 Penalty: 4574.441406
	Iteration 5Q: 3 clusters Score -946693.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -947072.812500 Penalty: 4574.441406
	Iteration 6Q: 3 clusters Score -947072.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -947580.312500 Penalty: 4574.441406
	Iteration 7F: 3 clusters Score -947580.3 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -948202.312500 Penalty: 4574.441406
	Iteration 8F: 3 clusters Score -948202.3 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -948845.312500 Penalty: 4574.441406
	Iteration 9F: 3 clusters Score -948845.3 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -949380.187500 Penalty: 4574.441406
	Iteration 10F: 3 clusters Score -949380.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -949726.812500 Penalty: 4574.441406
	Iteration 11Q: 3 clusters Score -949726.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -949896.125000 Penalty: 4574.441406
	Iteration 12Q: 3 clusters Score -949896.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -949989.000000 Penalty: 4574.441406
	Iteration 13Q: 3 clusters Score -949989 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -950036.687500 Penalty: 4574.441406
	Iteration 14Q: 3 clusters Score -950036.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -950057.562500 Penalty: 4574.441406
	Iteration 15Q: 3 clusters Score -950057.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -950072.437500 Penalty: 4574.441406
	Iteration 16Q: 3 clusters Score -950072.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -950082.062500 Penalty: 4574.441406
	Iteration 17Q: 3 clusters Score -950082.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -950084.000000 Penalty: 4574.441406
	Iteration 18Q: 3 clusters Score -950084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -950089.312500 Penalty: 4574.441406
	Iteration 19Q: 3 clusters Score -950089.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -950087.875000 Penalty: 4574.441406
	Iteration 20F: 3 clusters Score -950087.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -950089.937500 Penalty: 4574.441406
	Iteration 21Q: 3 clusters Score -950089.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -950090.812500 Penalty: 4574.441406
	Iteration 22Q: 3 clusters Score -950090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -950093.187500 Penalty: 4574.441406
	Iteration 23Q: 3 clusters Score -950093.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -950094.312500 Penalty: 4574.441406
	Iteration 24Q: 3 clusters Score -950094.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -950093.750000 Penalty: 4574.441406
	Iteration 25Q: 3 clusters Score -950093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -950095.125000 Penalty: 4574.441406
	Iteration 26Q: 3 clusters Score -950095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -950094.000000 Penalty: 4574.441406
	Iteration 27Q: 3 clusters Score -950094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -950093.125000 Penalty: 4574.441406
	Iteration 28Q: 3 clusters Score -950093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -950094.625000 Penalty: 4574.441406
	Iteration 29Q: 3 clusters Score -950094.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -950093.937500 Penalty: 4574.441406
	Iteration 30Q: 3 clusters Score -950093.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -950093.937500 Penalty: 4574.441406
	Iteration 31F: 3 clusters Score -950093.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (135113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135113 members 
Entering Unmasked Estep 
Score: -13091710.000000 Penalty: 2929.838867
	Iteration 0F: 2 clusters Score -1.309171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67454 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -13001218.000000 Penalty: 5859.677734
	Iteration 0F: 3 clusters Score -1.300122e+07 nChanged 64544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 69549 members 
Entering Unmasked Estep 
Score: -13038775.000000 Penalty: 5859.677734
	Iteration 1F: 3 clusters Score -1.303878e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 70708 members 
Entering Unmasked Estep 
Score: -13039725.000000 Penalty: 5859.677734
	Iteration 2Q: 3 clusters Score -1.303972e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 72376 members 
Entering Unmasked Estep 
Score: -13041092.000000 Penalty: 5859.677734
	Iteration 3Q: 3 clusters Score -1.304109e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 74711 members 
Entering Unmasked Estep 
Score: -13042838.000000 Penalty: 5859.677734
	Iteration 4Q: 3 clusters Score -1.304284e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 77845 members 
Entering Unmasked Estep 
Score: -13045132.000000 Penalty: 5859.677734
	Iteration 5Q: 3 clusters Score -1.304513e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 82016 members 
Entering Unmasked Estep 
Score: -13048105.000000 Penalty: 5859.677734
	Iteration 6Q: 3 clusters Score -1.30481e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 87520 members 
Entering Unmasked Estep 
Score: -13052122.000000 Penalty: 5859.677734
	Iteration 7F: 3 clusters Score -1.305212e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 94424 members 
Entering Unmasked Estep 
Score: -13057521.000000 Penalty: 5859.677734
	Iteration 8F: 3 clusters Score -1.305752e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 102030 members 
Entering Unmasked Estep 
Score: -13064209.000000 Penalty: 5859.677734
	Iteration 9F: 3 clusters Score -1.306421e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 109299 members 
Entering Unmasked Estep 
Score: -13070510.000000 Penalty: 5859.677734
	Iteration 10F: 3 clusters Score -1.307051e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 115190 members 
Entering Unmasked Estep 
Score: -13075345.000000 Penalty: 5859.677734
	Iteration 11Q: 3 clusters Score -1.307534e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 119799 members 
Entering Unmasked Estep 
Score: -13078923.000000 Penalty: 5859.677734
	Iteration 12Q: 3 clusters Score -1.307892e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 123462 members 
Entering Unmasked Estep 
Score: -13081659.000000 Penalty: 5859.677734
	Iteration 13Q: 3 clusters Score -1.308166e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 126373 members 
Entering Unmasked Estep 
Score: -13083694.000000 Penalty: 5859.677734
	Iteration 14Q: 3 clusters Score -1.308369e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 128767 members 
Entering Unmasked Estep 
Score: -13085357.000000 Penalty: 5859.677734
	Iteration 15Q: 3 clusters Score -1.308536e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 130571 members 
Entering Unmasked Estep 
Score: -13086621.000000 Penalty: 5859.677734
	Iteration 16Q: 3 clusters Score -1.308662e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 131909 members 
Entering Unmasked Estep 
Score: -13087620.000000 Penalty: 5859.677734
	Iteration 17Q: 3 clusters Score -1.308762e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 132788 members 
Entering Unmasked Estep 
Score: -13088184.000000 Penalty: 5859.677734
	Iteration 18Q: 3 clusters Score -1.308818e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 133371 members 
Entering Unmasked Estep 
Score: -13088564.000000 Penalty: 5859.677734
	Iteration 19Q: 3 clusters Score -1.308856e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 133704 members 
Entering Unmasked Estep 
Score: -13088786.000000 Penalty: 5859.677734
	Iteration 20F: 3 clusters Score -1.308879e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 133917 members 
Entering Unmasked Estep 
Score: -13088945.000000 Penalty: 5859.677734
	Iteration 21Q: 3 clusters Score -1.308894e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 134060 members 
Entering Unmasked Estep 
Score: -13089035.000000 Penalty: 5859.677734
	Iteration 22Q: 3 clusters Score -1.308904e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 134152 members 
Entering Unmasked Estep 
Score: -13089104.000000 Penalty: 5859.677734
	Iteration 23Q: 3 clusters Score -1.30891e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 134220 members 
Entering Unmasked Estep 
Score: -13089133.000000 Penalty: 5859.677734
	Iteration 24Q: 3 clusters Score -1.308913e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 134255 members 
Entering Unmasked Estep 
Score: -13089146.000000 Penalty: 5859.677734
	Iteration 25Q: 3 clusters Score -1.308915e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 134273 members 
Entering Unmasked Estep 
Score: -13089155.000000 Penalty: 5859.677734
	Iteration 26Q: 3 clusters Score -1.308916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 134290 members 
Entering Unmasked Estep 
Score: -13089166.000000 Penalty: 5859.677734
	Iteration 27Q: 3 clusters Score -1.308917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 134303 members 
Entering Unmasked Estep 
Score: -13089174.000000 Penalty: 5859.677734
	Iteration 28Q: 3 clusters Score -1.308917e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 134321 members 
Entering Unmasked Estep 
Score: -13089178.000000 Penalty: 5859.677734
	Iteration 29Q: 3 clusters Score -1.308918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 134338 members 
Entering Unmasked Estep 
Score: -13089192.000000 Penalty: 5859.677734
	Iteration 30Q: 3 clusters Score -1.308919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 134355 members 
Entering Unmasked Estep 
Score: -13089207.000000 Penalty: 5859.677734
	Iteration 31Q: 3 clusters Score -1.308921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 134370 members 
Entering Unmasked Estep 
Score: -13089207.000000 Penalty: 5859.677734
	Iteration 32Q: 3 clusters Score -1.308921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 134377 members 
Entering Unmasked Estep 
Score: -13089211.000000 Penalty: 5859.677734
	Iteration 33Q: 3 clusters Score -1.308921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 134382 members 
Entering Unmasked Estep 
Score: -13089214.000000 Penalty: 5859.677734
	Iteration 34Q: 3 clusters Score -1.308921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 134383 members 
Entering Unmasked Estep 
Score: -13089211.000000 Penalty: 5859.677734
	Iteration 35Q: 3 clusters Score -1.308921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 134387 members 
Entering Unmasked Estep 
Score: -13089218.000000 Penalty: 5859.677734
	Iteration 36Q: 3 clusters Score -1.308922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 134393 members 
Entering Unmasked Estep 
Score: -13089216.000000 Penalty: 5859.677734
	Iteration 37Q: 3 clusters Score -1.308922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 134397 members 
Entering Unmasked Estep 
Score: -13089238.000000 Penalty: 5859.677734
	Iteration 38Q: 3 clusters Score -1.308924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 134400 members 
Entering Unmasked Estep 
Score: -13089236.000000 Penalty: 5859.677734
	Iteration 39Q: 3 clusters Score -1.308924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 134403 members 
Entering Unmasked Estep 
Score: -13089233.000000 Penalty: 5859.677734
	Iteration 40F: 3 clusters Score -1.308923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 134405 members 
Entering Unmasked Estep 
Score: -13089234.000000 Penalty: 5859.677734
	Iteration 41Q: 3 clusters Score -1.308923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 134407 members 
Entering Unmasked Estep 
Score: -13089244.000000 Penalty: 5859.677734
	Iteration 42Q: 3 clusters Score -1.308924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 134407 members 
Entering Unmasked Estep 
Score: -13089244.000000 Penalty: 5859.677734
	Iteration 43F: 3 clusters Score -1.308924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Entering Unmasked Estep 
Score: -2695229.000000 Penalty: 2539.004639
	Iteration 0F: 2 clusters Score -2695229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2676015.250000 Penalty: 5078.009277
	Iteration 0F: 3 clusters Score -2676015 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2682798.500000 Penalty: 5078.009277
	Iteration 1F: 3 clusters Score -2682798 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2683212.250000 Penalty: 5078.009277
	Iteration 2Q: 3 clusters Score -2683212 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2683513.500000 Penalty: 5078.009277
	Iteration 3Q: 3 clusters Score -2683514 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2683787.250000 Penalty: 5078.009277
	Iteration 4Q: 3 clusters Score -2683787 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2683983.250000 Penalty: 5078.009277
	Iteration 5Q: 3 clusters Score -2683983 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2684182.500000 Penalty: 5078.009277
	Iteration 6Q: 3 clusters Score -2684182 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2684397.500000 Penalty: 5078.009277
	Iteration 7Q: 3 clusters Score -2684398 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2684666.000000 Penalty: 5078.009277
	Iteration 8Q: 3 clusters Score -2684666 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2684966.500000 Penalty: 5078.009277
	Iteration 9Q: 3 clusters Score -2684966 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2685349.250000 Penalty: 5078.009277
	Iteration 10Q: 3 clusters Score -2685349 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2685874.250000 Penalty: 5078.009277
	Iteration 11Q: 3 clusters Score -2685874 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2686574.750000 Penalty: 5078.009277
	Iteration 12Q: 3 clusters Score -2686575 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2687447.000000 Penalty: 5078.009277
	Iteration 13Q: 3 clusters Score -2687447 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2688425.250000 Penalty: 5078.009277
	Iteration 14Q: 3 clusters Score -2688425 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2689425.000000 Penalty: 5078.009277
	Iteration 15F: 3 clusters Score -2689425 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2690242.250000 Penalty: 5078.009277
	Iteration 16Q: 3 clusters Score -2690242 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2690880.000000 Penalty: 5078.009277
	Iteration 17Q: 3 clusters Score -2690880 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2691307.500000 Penalty: 5078.009277
	Iteration 18Q: 3 clusters Score -2691308 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2691673.250000 Penalty: 5078.009277
	Iteration 19Q: 3 clusters Score -2691673 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2692044.750000 Penalty: 5078.009277
	Iteration 20F: 3 clusters Score -2692045 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2692498.500000 Penalty: 5078.009277
	Iteration 21Q: 3 clusters Score -2692498 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2692986.250000 Penalty: 5078.009277
	Iteration 22Q: 3 clusters Score -2692986 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2693605.000000 Penalty: 5078.009277
	Iteration 23Q: 3 clusters Score -2693605 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2694375.000000 Penalty: 5078.009277
	Iteration 24Q: 3 clusters Score -2694375 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2695141.000000 Penalty: 5078.009277
	Iteration 25Q: 3 clusters Score -2695141 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2695607.000000 Penalty: 5078.009277
	Iteration 26Q: 3 clusters Score -2695607 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2695791.500000 Penalty: 5078.009277
	Iteration 27Q: 3 clusters Score -2695792 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -2695865.500000 Penalty: 5078.009277
	Iteration 28Q: 3 clusters Score -2695866 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -2695887.000000 Penalty: 5078.009277
	Iteration 29Q: 3 clusters Score -2695887 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -2695907.000000 Penalty: 5078.009277
	Iteration 30Q: 3 clusters Score -2695907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2695905.250000 Penalty: 5078.009277
	Iteration 31Q: 3 clusters Score -2695905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2695908.250000 Penalty: 5078.009277
	Iteration 32Q: 3 clusters Score -2695908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2695912.250000 Penalty: 5078.009277
	Iteration 33Q: 3 clusters Score -2695912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -2695910.500000 Penalty: 5078.009277
	Iteration 34Q: 3 clusters Score -2695910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2695912.000000 Penalty: 5078.009277
	Iteration 35Q: 3 clusters Score -2695912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2695913.000000 Penalty: 5078.009277
	Iteration 36Q: 3 clusters Score -2695913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2695915.750000 Penalty: 5078.009277
	Iteration 37Q: 3 clusters Score -2695916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -2695913.000000 Penalty: 5078.009277
	Iteration 38Q: 3 clusters Score -2695913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -2695918.500000 Penalty: 5078.009277
	Iteration 39Q: 3 clusters Score -2695918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -2695919.750000 Penalty: 5078.009277
	Iteration 40F: 3 clusters Score -2695920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -2695921.000000 Penalty: 5078.009277
	Iteration 41Q: 3 clusters Score -2695921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -2695921.000000 Penalty: 5078.009277
	Iteration 42F: 3 clusters Score -2695921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 5822 members 
Mstep: Class 4 contains 63300 members 
Mstep: Class 5 contains 24626 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223681 members 
Mstep: Class 8 contains 96841 members 
Mstep: Class 9 contains 308222 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219914 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37194 members 
Mstep: Class 27 contains 3791 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13057 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4985 members 
Mstep: Class 32 contains 16242 members 
Mstep: Class 33 contains 22121 members 
Entering Unmasked Estep 
Score: -157700336.000000 Penalty: 117273.000000
Splitting cluster 3 changes total score from -157701168.000000 to -157700336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (63300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Entering Unmasked Estep 
Score: -6145942.500000 Penalty: 2741.798828
	Iteration 0F: 2 clusters Score -6145942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -6103066.000000 Penalty: 5483.597656
	Iteration 0F: 3 clusters Score -6103066 nChanged 29704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -6119899.000000 Penalty: 5483.597656
	Iteration 1F: 3 clusters Score -6119899 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -6120873.500000 Penalty: 5483.597656
	Iteration 2Q: 3 clusters Score -6120874 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -6122300.500000 Penalty: 5483.597656
	Iteration 3Q: 3 clusters Score -6122300 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -6124004.500000 Penalty: 5483.597656
	Iteration 4F: 3 clusters Score -6124004 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -6126278.500000 Penalty: 5483.597656
	Iteration 5F: 3 clusters Score -6126278 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -6128734.000000 Penalty: 5483.597656
	Iteration 6F: 3 clusters Score -6128734 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -6131226.000000 Penalty: 5483.597656
	Iteration 7F: 3 clusters Score -6131226 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -6133833.000000 Penalty: 5483.597656
	Iteration 8F: 3 clusters Score -6133833 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -6136279.500000 Penalty: 5483.597656
	Iteration 9F: 3 clusters Score -6136280 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -6138704.500000 Penalty: 5483.597656
	Iteration 10Q: 3 clusters Score -6138704 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -6140614.000000 Penalty: 5483.597656
	Iteration 11Q: 3 clusters Score -6140614 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -6141835.000000 Penalty: 5483.597656
	Iteration 12Q: 3 clusters Score -6141835 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -6142470.500000 Penalty: 5483.597656
	Iteration 13Q: 3 clusters Score -6142470 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -6142868.500000 Penalty: 5483.597656
	Iteration 14Q: 3 clusters Score -6142868 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -6143074.500000 Penalty: 5483.597656
	Iteration 15Q: 3 clusters Score -6143074 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -6143197.500000 Penalty: 5483.597656
	Iteration 16Q: 3 clusters Score -6143198 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -6143281.000000 Penalty: 5483.597656
	Iteration 17Q: 3 clusters Score -6143281 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -6143298.500000 Penalty: 5483.597656
	Iteration 18Q: 3 clusters Score -6143298 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -6143320.500000 Penalty: 5483.597656
	Iteration 19Q: 3 clusters Score -6143320 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -6143292.000000 Penalty: 5483.597656
	Iteration 20F: 3 clusters Score -6143292 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -6143307.000000 Penalty: 5483.597656
	Iteration 21Q: 3 clusters Score -6143307 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -6143302.500000 Penalty: 5483.597656
	Iteration 22Q: 3 clusters Score -6143302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -6143290.000000 Penalty: 5483.597656
	Iteration 23Q: 3 clusters Score -6143290 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -6143310.000000 Penalty: 5483.597656
	Iteration 24Q: 3 clusters Score -6143310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -6143307.500000 Penalty: 5483.597656
	Iteration 25Q: 3 clusters Score -6143308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -6143296.000000 Penalty: 5483.597656
	Iteration 26Q: 3 clusters Score -6143296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -6143297.000000 Penalty: 5483.597656
	Iteration 27Q: 3 clusters Score -6143297 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -6143298.500000 Penalty: 5483.597656
	Iteration 28Q: 3 clusters Score -6143298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -6143295.500000 Penalty: 5483.597656
	Iteration 29Q: 3 clusters Score -6143296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -6143303.000000 Penalty: 5483.597656
	Iteration 30Q: 3 clusters Score -6143303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -6143319.000000 Penalty: 5483.597656
	Iteration 31Q: 3 clusters Score -6143319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -6143313.000000 Penalty: 5483.597656
	Iteration 32Q: 3 clusters Score -6143313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -6143324.000000 Penalty: 5483.597656
	Iteration 33Q: 3 clusters Score -6143324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -6143312.500000 Penalty: 5483.597656
	Iteration 34Q: 3 clusters Score -6143312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -6143309.000000 Penalty: 5483.597656
	Iteration 35Q: 3 clusters Score -6143309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -6143319.500000 Penalty: 5483.597656
	Iteration 36Q: 3 clusters Score -6143320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -6143322.500000 Penalty: 5483.597656
	Iteration 37Q: 3 clusters Score -6143322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -6143312.500000 Penalty: 5483.597656
	Iteration 38Q: 3 clusters Score -6143312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -6143318.500000 Penalty: 5483.597656
	Iteration 39Q: 3 clusters Score -6143318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -6143326.000000 Penalty: 5483.597656
	Iteration 40F: 3 clusters Score -6143326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -6143323.500000 Penalty: 5483.597656
	Iteration 41Q: 3 clusters Score -6143324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -6143319.000000 Penalty: 5483.597656
	Iteration 42Q: 3 clusters Score -6143319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -6143319.000000 Penalty: 5483.597656
	Iteration 43Q: 3 clusters Score -6143319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -6143313.500000 Penalty: 5483.597656
	Iteration 44Q: 3 clusters Score -6143314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -6143323.000000 Penalty: 5483.597656
	Iteration 45Q: 3 clusters Score -6143323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -6143319.500000 Penalty: 5483.597656
	Iteration 46Q: 3 clusters Score -6143320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -6143320.000000 Penalty: 5483.597656
	Iteration 47Q: 3 clusters Score -6143320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -6143326.500000 Penalty: 5483.597656
	Iteration 48Q: 3 clusters Score -6143326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -6143325.000000 Penalty: 5483.597656
	Iteration 49Q: 3 clusters Score -6143325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -6143321.000000 Penalty: 5483.597656
	Iteration 50Q: 3 clusters Score -6143321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -6143323.000000 Penalty: 5483.597656
	Iteration 51Q: 3 clusters Score -6143323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -6143324.000000 Penalty: 5483.597656
	Iteration 52Q: 3 clusters Score -6143324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -6143329.500000 Penalty: 5483.597656
	Iteration 53Q: 3 clusters Score -6143330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -6143331.000000 Penalty: 5483.597656
	Iteration 54Q: 3 clusters Score -6143331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -6143330.500000 Penalty: 5483.597656
	Iteration 55Q: 3 clusters Score -6143330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -6143330.500000 Penalty: 5483.597656
	Iteration 56F: 3 clusters Score -6143330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Entering Unmasked Estep 
Score: -2208455.500000 Penalty: 2507.666260
	Iteration 0F: 2 clusters Score -2208456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2191480.750000 Penalty: 5015.332520
	Iteration 0F: 3 clusters Score -2191481 nChanged 10856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2197935.000000 Penalty: 5015.332520
	Iteration 1F: 3 clusters Score -2197935 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2199010.500000 Penalty: 5015.332520
	Iteration 2F: 3 clusters Score -2199010 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2200003.500000 Penalty: 5015.332520
	Iteration 3F: 3 clusters Score -2200004 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2200805.750000 Penalty: 5015.332520
	Iteration 4F: 3 clusters Score -2200806 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2201430.500000 Penalty: 5015.332520
	Iteration 5F: 3 clusters Score -2201430 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2201916.000000 Penalty: 5015.332520
	Iteration 6Q: 3 clusters Score -2201916 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2202292.250000 Penalty: 5015.332520
	Iteration 7Q: 3 clusters Score -2202292 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2202607.750000 Penalty: 5015.332520
	Iteration 8Q: 3 clusters Score -2202608 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2202928.000000 Penalty: 5015.332520
	Iteration 9Q: 3 clusters Score -2202928 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2203195.750000 Penalty: 5015.332520
	Iteration 10Q: 3 clusters Score -2203196 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2203449.500000 Penalty: 5015.332520
	Iteration 11Q: 3 clusters Score -2203450 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2203702.000000 Penalty: 5015.332520
	Iteration 12Q: 3 clusters Score -2203702 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2203954.750000 Penalty: 5015.332520
	Iteration 13Q: 3 clusters Score -2203955 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2204161.500000 Penalty: 5015.332520
	Iteration 14Q: 3 clusters Score -2204162 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2204379.000000 Penalty: 5015.332520
	Iteration 15Q: 3 clusters Score -2204379 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2204587.250000 Penalty: 5015.332520
	Iteration 16Q: 3 clusters Score -2204587 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2204816.250000 Penalty: 5015.332520
	Iteration 17Q: 3 clusters Score -2204816 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2205027.500000 Penalty: 5015.332520
	Iteration 18Q: 3 clusters Score -2205028 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2205212.750000 Penalty: 5015.332520
	Iteration 19Q: 3 clusters Score -2205213 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2205383.000000 Penalty: 5015.332520
	Iteration 20F: 3 clusters Score -2205383 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2205529.750000 Penalty: 5015.332520
	Iteration 21Q: 3 clusters Score -2205530 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2205682.750000 Penalty: 5015.332520
	Iteration 22Q: 3 clusters Score -2205683 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2205815.750000 Penalty: 5015.332520
	Iteration 23Q: 3 clusters Score -2205816 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2205955.500000 Penalty: 5015.332520
	Iteration 24Q: 3 clusters Score -2205956 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2206082.250000 Penalty: 5015.332520
	Iteration 25Q: 3 clusters Score -2206082 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2206214.000000 Penalty: 5015.332520
	Iteration 26Q: 3 clusters Score -2206214 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2206346.500000 Penalty: 5015.332520
	Iteration 27Q: 3 clusters Score -2206346 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2206468.000000 Penalty: 5015.332520
	Iteration 28Q: 3 clusters Score -2206468 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2206573.250000 Penalty: 5015.332520
	Iteration 29Q: 3 clusters Score -2206573 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2206667.000000 Penalty: 5015.332520
	Iteration 30Q: 3 clusters Score -2206667 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2206753.000000 Penalty: 5015.332520
	Iteration 31Q: 3 clusters Score -2206753 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2206848.750000 Penalty: 5015.332520
	Iteration 32Q: 3 clusters Score -2206849 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2206957.250000 Penalty: 5015.332520
	Iteration 33Q: 3 clusters Score -2206957 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2207075.000000 Penalty: 5015.332520
	Iteration 34Q: 3 clusters Score -2207075 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2207187.750000 Penalty: 5015.332520
	Iteration 35Q: 3 clusters Score -2207188 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2207258.000000 Penalty: 5015.332520
	Iteration 36Q: 3 clusters Score -2207258 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2207293.000000 Penalty: 5015.332520
	Iteration 37Q: 3 clusters Score -2207293 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2207312.000000 Penalty: 5015.332520
	Iteration 38Q: 3 clusters Score -2207312 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2207330.250000 Penalty: 5015.332520
	Iteration 39Q: 3 clusters Score -2207330 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2207350.500000 Penalty: 5015.332520
	Iteration 40F: 3 clusters Score -2207350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2207358.750000 Penalty: 5015.332520
	Iteration 41Q: 3 clusters Score -2207359 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2207366.250000 Penalty: 5015.332520
	Iteration 42Q: 3 clusters Score -2207366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2207377.250000 Penalty: 5015.332520
	Iteration 43Q: 3 clusters Score -2207377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2207379.000000 Penalty: 5015.332520
	Iteration 44Q: 3 clusters Score -2207379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2207379.750000 Penalty: 5015.332520
	Iteration 45Q: 3 clusters Score -2207380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2207388.500000 Penalty: 5015.332520
	Iteration 46Q: 3 clusters Score -2207388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2207389.750000 Penalty: 5015.332520
	Iteration 47Q: 3 clusters Score -2207390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2207390.000000 Penalty: 5015.332520
	Iteration 48Q: 3 clusters Score -2207390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2207392.750000 Penalty: 5015.332520
	Iteration 49Q: 3 clusters Score -2207393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2207402.000000 Penalty: 5015.332520
	Iteration 50Q: 3 clusters Score -2207402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2207401.000000 Penalty: 5015.332520
	Iteration 51Q: 3 clusters Score -2207401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2207402.500000 Penalty: 5015.332520
	Iteration 52Q: 3 clusters Score -2207402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2207403.750000 Penalty: 5015.332520
	Iteration 53Q: 3 clusters Score -2207404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2207403.500000 Penalty: 5015.332520
	Iteration 54Q: 3 clusters Score -2207404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2207404.750000 Penalty: 5015.332520
	Iteration 55Q: 3 clusters Score -2207405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2207403.750000 Penalty: 5015.332520
	Iteration 56Q: 3 clusters Score -2207404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2207405.000000 Penalty: 5015.332520
	Iteration 57Q: 3 clusters Score -2207405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2207405.000000 Penalty: 5015.332520
	Iteration 58F: 3 clusters Score -2207405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Entering Unmasked Estep 
Score: -703518.187500 Penalty: 2215.319580
	Iteration 0F: 2 clusters Score -703518.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -697337.000000 Penalty: 4430.639160
	Iteration 0F: 3 clusters Score -697337 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -698989.875000 Penalty: 4430.639160
	Iteration 1F: 3 clusters Score -698989.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -699269.812500 Penalty: 4430.639160
	Iteration 2F: 3 clusters Score -699269.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -699470.375000 Penalty: 4430.639160
	Iteration 3F: 3 clusters Score -699470.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -699626.437500 Penalty: 4430.639160
	Iteration 4Q: 3 clusters Score -699626.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -699749.750000 Penalty: 4430.639160
	Iteration 5Q: 3 clusters Score -699749.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -699890.062500 Penalty: 4430.639160
	Iteration 6Q: 3 clusters Score -699890.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -700027.312500 Penalty: 4430.639160
	Iteration 7Q: 3 clusters Score -700027.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -700167.187500 Penalty: 4430.639160
	Iteration 8Q: 3 clusters Score -700167.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -700316.562500 Penalty: 4430.639160
	Iteration 9Q: 3 clusters Score -700316.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -700496.125000 Penalty: 4430.639160
	Iteration 10Q: 3 clusters Score -700496.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -700691.687500 Penalty: 4430.639160
	Iteration 11Q: 3 clusters Score -700691.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -700863.875000 Penalty: 4430.639160
	Iteration 12Q: 3 clusters Score -700863.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -701034.937500 Penalty: 4430.639160
	Iteration 13Q: 3 clusters Score -701034.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -701178.812500 Penalty: 4430.639160
	Iteration 14Q: 3 clusters Score -701178.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -701281.250000 Penalty: 4430.639160
	Iteration 15Q: 3 clusters Score -701281.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -701359.125000 Penalty: 4430.639160
	Iteration 16Q: 3 clusters Score -701359.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -701432.937500 Penalty: 4430.639160
	Iteration 17Q: 3 clusters Score -701432.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -701497.687500 Penalty: 4430.639160
	Iteration 18Q: 3 clusters Score -701497.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -701535.812500 Penalty: 4430.639160
	Iteration 19Q: 3 clusters Score -701535.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -701565.375000 Penalty: 4430.639160
	Iteration 20F: 3 clusters Score -701565.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -701585.312500 Penalty: 4430.639160
	Iteration 21Q: 3 clusters Score -701585.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -701608.000000 Penalty: 4430.639160
	Iteration 22Q: 3 clusters Score -701608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -701625.062500 Penalty: 4430.639160
	Iteration 23Q: 3 clusters Score -701625.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -701638.000000 Penalty: 4430.639160
	Iteration 24Q: 3 clusters Score -701638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -701647.875000 Penalty: 4430.639160
	Iteration 25Q: 3 clusters Score -701647.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -701655.750000 Penalty: 4430.639160
	Iteration 26Q: 3 clusters Score -701655.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -701663.125000 Penalty: 4430.639160
	Iteration 27Q: 3 clusters Score -701663.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -701668.562500 Penalty: 4430.639160
	Iteration 28Q: 3 clusters Score -701668.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -701671.125000 Penalty: 4430.639160
	Iteration 29Q: 3 clusters Score -701671.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -701678.375000 Penalty: 4430.639160
	Iteration 30Q: 3 clusters Score -701678.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -701681.937500 Penalty: 4430.639160
	Iteration 31Q: 3 clusters Score -701681.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -701685.125000 Penalty: 4430.639160
	Iteration 32Q: 3 clusters Score -701685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -701687.937500 Penalty: 4430.639160
	Iteration 33Q: 3 clusters Score -701687.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -701690.937500 Penalty: 4430.639160
	Iteration 34Q: 3 clusters Score -701690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -701691.500000 Penalty: 4430.639160
	Iteration 35Q: 3 clusters Score -701691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -701692.312500 Penalty: 4430.639160
	Iteration 36Q: 3 clusters Score -701692.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -701692.750000 Penalty: 4430.639160
	Iteration 37Q: 3 clusters Score -701692.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -701694.250000 Penalty: 4430.639160
	Iteration 38Q: 3 clusters Score -701694.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -701693.875000 Penalty: 4430.639160
	Iteration 39Q: 3 clusters Score -701693.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -701693.875000 Penalty: 4430.639160
	Iteration 40F: 3 clusters Score -701693.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (223681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223681 members 
Entering Unmasked Estep 
Score: -21997788.000000 Penalty: 3054.858154
	Iteration 0F: 2 clusters Score -2.199779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111835 members 
Mstep: Class 2 contains 111846 members 
Entering Unmasked Estep 
Score: -21849652.000000 Penalty: 6109.716309
	Iteration 0F: 3 clusters Score -2.184965e+07 nChanged 108010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110797 members 
Mstep: Class 2 contains 112884 members 
Entering Unmasked Estep 
Score: -21912484.000000 Penalty: 6109.716309
	Iteration 1F: 3 clusters Score -2.191248e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110007 members 
Mstep: Class 2 contains 113674 members 
Entering Unmasked Estep 
Score: -21913224.000000 Penalty: 6109.716309
	Iteration 2Q: 3 clusters Score -2.191322e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108751 members 
Mstep: Class 2 contains 114930 members 
Entering Unmasked Estep 
Score: -21914110.000000 Penalty: 6109.716309
	Iteration 3Q: 3 clusters Score -2.191411e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106661 members 
Mstep: Class 2 contains 117020 members 
Entering Unmasked Estep 
Score: -21915200.000000 Penalty: 6109.716309
	Iteration 4Q: 3 clusters Score -2.19152e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103465 members 
Mstep: Class 2 contains 120216 members 
Entering Unmasked Estep 
Score: -21916688.000000 Penalty: 6109.716309
	Iteration 5Q: 3 clusters Score -2.191669e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98582 members 
Mstep: Class 2 contains 125099 members 
Entering Unmasked Estep 
Score: -21919192.000000 Penalty: 6109.716309
	Iteration 6Q: 3 clusters Score -2.191919e+07 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91234 members 
Mstep: Class 2 contains 132447 members 
Entering Unmasked Estep 
Score: -21923220.000000 Penalty: 6109.716309
	Iteration 7Q: 3 clusters Score -2.192322e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80661 members 
Mstep: Class 2 contains 143020 members 
Entering Unmasked Estep 
Score: -21929734.000000 Penalty: 6109.716309
	Iteration 8F: 3 clusters Score -2.192973e+07 nChanged 15137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66982 members 
Mstep: Class 2 contains 156699 members 
Entering Unmasked Estep 
Score: -21939474.000000 Penalty: 6109.716309
	Iteration 9F: 3 clusters Score -2.193947e+07 nChanged 17141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 172950 members 
Entering Unmasked Estep 
Score: -21952400.000000 Penalty: 6109.716309
	Iteration 10F: 3 clusters Score -2.19524e+07 nChanged 16820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 189376 members 
Entering Unmasked Estep 
Score: -21966476.000000 Penalty: 6109.716309
	Iteration 11F: 3 clusters Score -2.196648e+07 nChanged 13982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 203234 members 
Entering Unmasked Estep 
Score: -21978508.000000 Penalty: 6109.716309
	Iteration 12F: 3 clusters Score -2.197851e+07 nChanged 9739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 212953 members 
Entering Unmasked Estep 
Score: -21986920.000000 Penalty: 6109.716309
	Iteration 13Q: 3 clusters Score -2.198692e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 218488 members 
Entering Unmasked Estep 
Score: -21991484.000000 Penalty: 6109.716309
	Iteration 14Q: 3 clusters Score -2.199148e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 221068 members 
Entering Unmasked Estep 
Score: -21993440.000000 Penalty: 6109.716309
	Iteration 15Q: 3 clusters Score -2.199344e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 222119 members 
Entering Unmasked Estep 
Score: -21994302.000000 Penalty: 6109.716309
	Iteration 16Q: 3 clusters Score -2.19943e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 222583 members 
Entering Unmasked Estep 
Score: -21994634.000000 Penalty: 6109.716309
	Iteration 17Q: 3 clusters Score -2.199463e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 222783 members 
Entering Unmasked Estep 
Score: -21994862.000000 Penalty: 6109.716309
	Iteration 18Q: 3 clusters Score -2.199486e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 222878 members 
Entering Unmasked Estep 
Score: -21994940.000000 Penalty: 6109.716309
	Iteration 19Q: 3 clusters Score -2.199494e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 222933 members 
Entering Unmasked Estep 
Score: -21995020.000000 Penalty: 6109.716309
	Iteration 20F: 3 clusters Score -2.199502e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 222973 members 
Entering Unmasked Estep 
Score: -21995082.000000 Penalty: 6109.716309
	Iteration 21Q: 3 clusters Score -2.199508e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 223008 members 
Entering Unmasked Estep 
Score: -21995138.000000 Penalty: 6109.716309
	Iteration 22Q: 3 clusters Score -2.199514e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 223032 members 
Entering Unmasked Estep 
Score: -21995148.000000 Penalty: 6109.716309
	Iteration 23Q: 3 clusters Score -2.199515e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 223049 members 
Entering Unmasked Estep 
Score: -21995146.000000 Penalty: 6109.716309
	Iteration 24Q: 3 clusters Score -2.199515e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 223051 members 
Entering Unmasked Estep 
Score: -21995160.000000 Penalty: 6109.716309
	Iteration 25Q: 3 clusters Score -2.199516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 223052 members 
Entering Unmasked Estep 
Score: -21995186.000000 Penalty: 6109.716309
	Iteration 26Q: 3 clusters Score -2.199519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 223059 members 
Entering Unmasked Estep 
Score: -21995206.000000 Penalty: 6109.716309
	Iteration 27Q: 3 clusters Score -2.199521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 223060 members 
Entering Unmasked Estep 
Score: -21995198.000000 Penalty: 6109.716309
	Iteration 28Q: 3 clusters Score -2.19952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 223057 members 
Entering Unmasked Estep 
Score: -21995216.000000 Penalty: 6109.716309
	Iteration 29Q: 3 clusters Score -2.199522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 223059 members 
Entering Unmasked Estep 
Score: -21995224.000000 Penalty: 6109.716309
	Iteration 30Q: 3 clusters Score -2.199522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 223063 members 
Entering Unmasked Estep 
Score: -21995196.000000 Penalty: 6109.716309
	Iteration 31Q: 3 clusters Score -2.19952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 223065 members 
Entering Unmasked Estep 
Score: -21995226.000000 Penalty: 6109.716309
	Iteration 32Q: 3 clusters Score -2.199523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 223068 members 
Entering Unmasked Estep 
Score: -21995222.000000 Penalty: 6109.716309
	Iteration 33Q: 3 clusters Score -2.199522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 223066 members 
Entering Unmasked Estep 
Score: -21995222.000000 Penalty: 6109.716309
	Iteration 34Q: 3 clusters Score -2.199522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 223070 members 
Entering Unmasked Estep 
Score: -21995224.000000 Penalty: 6109.716309
	Iteration 35Q: 3 clusters Score -2.199522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 223075 members 
Entering Unmasked Estep 
Score: -21995234.000000 Penalty: 6109.716309
	Iteration 36Q: 3 clusters Score -2.199523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 223077 members 
Entering Unmasked Estep 
Score: -21995234.000000 Penalty: 6109.716309
	Iteration 37Q: 3 clusters Score -2.199523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 223082 members 
Entering Unmasked Estep 
Score: -21995248.000000 Penalty: 6109.716309
	Iteration 38Q: 3 clusters Score -2.199525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 223080 members 
Entering Unmasked Estep 
Score: -21995238.000000 Penalty: 6109.716309
	Iteration 39Q: 3 clusters Score -2.199524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 223081 members 
Entering Unmasked Estep 
Score: -21995248.000000 Penalty: 6109.716309
	Iteration 40F: 3 clusters Score -2.199525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 223082 members 
Entering Unmasked Estep 
Score: -21995246.000000 Penalty: 6109.716309
	Iteration 41Q: 3 clusters Score -2.199525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 223084 members 
Entering Unmasked Estep 
Score: -21995238.000000 Penalty: 6109.716309
	Iteration 42Q: 3 clusters Score -2.199524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 223086 members 
Entering Unmasked Estep 
Score: -21995232.000000 Penalty: 6109.716309
	Iteration 43Q: 3 clusters Score -2.199523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 223087 members 
Entering Unmasked Estep 
Score: -21995232.000000 Penalty: 6109.716309
	Iteration 44Q: 3 clusters Score -2.199523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 223088 members 
Entering Unmasked Estep 
Score: -21995230.000000 Penalty: 6109.716309
	Iteration 45Q: 3 clusters Score -2.199523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 223088 members 
Entering Unmasked Estep 
Score: -21995230.000000 Penalty: 6109.716309
	Iteration 46F: 3 clusters Score -2.199523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (96841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96841 members 
Entering Unmasked Estep 
Score: -9336543.000000 Penalty: 2847.244629
	Iteration 0F: 2 clusters Score -9336543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -9271515.000000 Penalty: 5694.489258
	Iteration 0F: 3 clusters Score -9271515 nChanged 45973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -9298011.000000 Penalty: 5694.489258
	Iteration 1F: 3 clusters Score -9298011 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51500 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -9299430.000000 Penalty: 5694.489258
	Iteration 2Q: 3 clusters Score -9299430 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -9301225.000000 Penalty: 5694.489258
	Iteration 3Q: 3 clusters Score -9301225 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -9304154.000000 Penalty: 5694.489258
	Iteration 4F: 3 clusters Score -9304154 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -9308283.000000 Penalty: 5694.489258
	Iteration 5F: 3 clusters Score -9308283 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63208 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -9313835.000000 Penalty: 5694.489258
	Iteration 6F: 3 clusters Score -9313835 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67385 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -9320237.000000 Penalty: 5694.489258
	Iteration 7F: 3 clusters Score -9320237 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70397 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -9326162.000000 Penalty: 5694.489258
	Iteration 8F: 3 clusters Score -9326162 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72172 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -9329532.000000 Penalty: 5694.489258
	Iteration 9Q: 3 clusters Score -9329532 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -9330724.000000 Penalty: 5694.489258
	Iteration 10Q: 3 clusters Score -9330724 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74447 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -9331295.000000 Penalty: 5694.489258
	Iteration 11Q: 3 clusters Score -9331295 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75397 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -9331638.000000 Penalty: 5694.489258
	Iteration 12Q: 3 clusters Score -9331638 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -9331894.000000 Penalty: 5694.489258
	Iteration 13Q: 3 clusters Score -9331894 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77095 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -9332095.000000 Penalty: 5694.489258
	Iteration 14Q: 3 clusters Score -9332095 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77884 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -9332338.000000 Penalty: 5694.489258
	Iteration 15Q: 3 clusters Score -9332338 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78727 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -9332644.000000 Penalty: 5694.489258
	Iteration 16Q: 3 clusters Score -9332644 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79590 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -9333106.000000 Penalty: 5694.489258
	Iteration 17Q: 3 clusters Score -9333106 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80478 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -9333712.000000 Penalty: 5694.489258
	Iteration 18Q: 3 clusters Score -9333712 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -9334473.000000 Penalty: 5694.489258
	Iteration 19Q: 3 clusters Score -9334473 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82223 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -9335360.000000 Penalty: 5694.489258
	Iteration 20F: 3 clusters Score -9335360 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82968 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -9336244.000000 Penalty: 5694.489258
	Iteration 21Q: 3 clusters Score -9336244 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83492 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -9336653.000000 Penalty: 5694.489258
	Iteration 22Q: 3 clusters Score -9336653 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83851 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -9336808.000000 Penalty: 5694.489258
	Iteration 23Q: 3 clusters Score -9336808 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -9336865.000000 Penalty: 5694.489258
	Iteration 24Q: 3 clusters Score -9336865 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -9336924.000000 Penalty: 5694.489258
	Iteration 25Q: 3 clusters Score -9336924 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -9336960.000000 Penalty: 5694.489258
	Iteration 26Q: 3 clusters Score -9336960 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -9336957.000000 Penalty: 5694.489258
	Iteration 27Q: 3 clusters Score -9336957 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84810 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -9337017.000000 Penalty: 5694.489258
	Iteration 28Q: 3 clusters Score -9337017 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84932 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -9337036.000000 Penalty: 5694.489258
	Iteration 29Q: 3 clusters Score -9337036 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85062 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -9337019.000000 Penalty: 5694.489258
	Iteration 30Q: 3 clusters Score -9337019 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85191 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -9337040.000000 Penalty: 5694.489258
	Iteration 31Q: 3 clusters Score -9337040 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85319 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -9337038.000000 Penalty: 5694.489258
	Iteration 32Q: 3 clusters Score -9337038 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85428 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -9337049.000000 Penalty: 5694.489258
	Iteration 33Q: 3 clusters Score -9337049 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85517 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -9337047.000000 Penalty: 5694.489258
	Iteration 34Q: 3 clusters Score -9337047 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85591 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -9337079.000000 Penalty: 5694.489258
	Iteration 35Q: 3 clusters Score -9337079 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85666 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -9337106.000000 Penalty: 5694.489258
	Iteration 36Q: 3 clusters Score -9337106 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85729 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -9337109.000000 Penalty: 5694.489258
	Iteration 37Q: 3 clusters Score -9337109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -9337109.000000 Penalty: 5694.489258
	Iteration 38Q: 3 clusters Score -9337109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85813 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -9337118.000000 Penalty: 5694.489258
	Iteration 39Q: 3 clusters Score -9337118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85844 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -9337121.000000 Penalty: 5694.489258
	Iteration 40F: 3 clusters Score -9337121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85874 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -9337129.000000 Penalty: 5694.489258
	Iteration 41Q: 3 clusters Score -9337129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85899 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -9337120.000000 Penalty: 5694.489258
	Iteration 42Q: 3 clusters Score -9337120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85919 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -9337116.000000 Penalty: 5694.489258
	Iteration 43Q: 3 clusters Score -9337116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -9337118.000000 Penalty: 5694.489258
	Iteration 44Q: 3 clusters Score -9337118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85960 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -9337132.000000 Penalty: 5694.489258
	Iteration 45Q: 3 clusters Score -9337132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85974 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -9337127.000000 Penalty: 5694.489258
	Iteration 46Q: 3 clusters Score -9337127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85983 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -9337137.000000 Penalty: 5694.489258
	Iteration 47Q: 3 clusters Score -9337137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85998 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -9337119.000000 Penalty: 5694.489258
	Iteration 48Q: 3 clusters Score -9337119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86005 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -9337129.000000 Penalty: 5694.489258
	Iteration 49Q: 3 clusters Score -9337129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86012 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -9337127.000000 Penalty: 5694.489258
	Iteration 50Q: 3 clusters Score -9337127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86014 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -9337121.000000 Penalty: 5694.489258
	Iteration 51Q: 3 clusters Score -9337121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86016 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -9337126.000000 Penalty: 5694.489258
	Iteration 52Q: 3 clusters Score -9337126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86016 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -9337126.000000 Penalty: 5694.489258
	Iteration 53F: 3 clusters Score -9337126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 27943 members 
Mstep: Class 4 contains 63300 members 
Mstep: Class 5 contains 24626 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223681 members 
Mstep: Class 8 contains 86016 members 
Mstep: Class 9 contains 308222 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219914 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37194 members 
Mstep: Class 27 contains 3791 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 13057 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4985 members 
Mstep: Class 32 contains 16242 members 
Mstep: Class 33 contains 10825 members 
Entering Unmasked Estep 
Score: -157700656.000000 Penalty: 117273.000000
Splitting cluster 8 changes total score from -157701168.000000 to -157700656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (308222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308222 members 
Entering Unmasked Estep 
Score: -30186136.000000 Penalty: 3134.366699
	Iteration 0F: 2 clusters Score -3.018614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154526 members 
Mstep: Class 2 contains 153696 members 
Entering Unmasked Estep 
Score: -29989468.000000 Penalty: 6268.733398
	Iteration 0F: 3 clusters Score -2.998947e+07 nChanged 149158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165130 members 
Mstep: Class 2 contains 143092 members 
Entering Unmasked Estep 
Score: -30079480.000000 Penalty: 6268.733398
	Iteration 1F: 3 clusters Score -3.007948e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172185 members 
Mstep: Class 2 contains 136037 members 
Entering Unmasked Estep 
Score: -30081852.000000 Penalty: 6268.733398
	Iteration 2Q: 3 clusters Score -3.008185e+07 nChanged 13037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183262 members 
Mstep: Class 2 contains 124960 members 
Entering Unmasked Estep 
Score: -30086634.000000 Penalty: 6268.733398
	Iteration 3Q: 3 clusters Score -3.008663e+07 nChanged 18194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199826 members 
Mstep: Class 2 contains 108396 members 
Entering Unmasked Estep 
Score: -30095240.000000 Penalty: 6268.733398
	Iteration 4F: 3 clusters Score -3.009524e+07 nChanged 24056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222422 members 
Mstep: Class 2 contains 85800 members 
Entering Unmasked Estep 
Score: -30110128.000000 Penalty: 6268.733398
	Iteration 5F: 3 clusters Score -3.011013e+07 nChanged 26757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248201 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -30129734.000000 Penalty: 6268.733398
	Iteration 6F: 3 clusters Score -3.012973e+07 nChanged 24020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271825 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -30150242.000000 Penalty: 6268.733398
	Iteration 7F: 3 clusters Score -3.015024e+07 nChanged 17062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288811 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -30165852.000000 Penalty: 6268.733398
	Iteration 8F: 3 clusters Score -3.016585e+07 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298893 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -30175308.000000 Penalty: 6268.733398
	Iteration 9Q: 3 clusters Score -3.017531e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304000 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -30180138.000000 Penalty: 6268.733398
	Iteration 10Q: 3 clusters Score -3.018014e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306136 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -30182272.000000 Penalty: 6268.733398
	Iteration 11Q: 3 clusters Score -3.018227e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306802 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -30183034.000000 Penalty: 6268.733398
	Iteration 12Q: 3 clusters Score -3.018303e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307029 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -30183412.000000 Penalty: 6268.733398
	Iteration 13Q: 3 clusters Score -3.018341e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307136 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -30183576.000000 Penalty: 6268.733398
	Iteration 14Q: 3 clusters Score -3.018358e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307198 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -30183664.000000 Penalty: 6268.733398
	Iteration 15Q: 3 clusters Score -3.018366e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307235 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -30183682.000000 Penalty: 6268.733398
	Iteration 16Q: 3 clusters Score -3.018368e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307253 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -30183726.000000 Penalty: 6268.733398
	Iteration 17Q: 3 clusters Score -3.018373e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307268 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -30183772.000000 Penalty: 6268.733398
	Iteration 18Q: 3 clusters Score -3.018377e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307279 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -30183782.000000 Penalty: 6268.733398
	Iteration 19Q: 3 clusters Score -3.018378e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307278 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -30183800.000000 Penalty: 6268.733398
	Iteration 20F: 3 clusters Score -3.01838e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307279 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -30183830.000000 Penalty: 6268.733398
	Iteration 21Q: 3 clusters Score -3.018383e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307280 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -30183836.000000 Penalty: 6268.733398
	Iteration 22Q: 3 clusters Score -3.018384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307281 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -30183846.000000 Penalty: 6268.733398
	Iteration 23Q: 3 clusters Score -3.018385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307292 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -30183830.000000 Penalty: 6268.733398
	Iteration 24Q: 3 clusters Score -3.018383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307296 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -30183832.000000 Penalty: 6268.733398
	Iteration 25Q: 3 clusters Score -3.018383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307303 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -30183832.000000 Penalty: 6268.733398
	Iteration 26Q: 3 clusters Score -3.018383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307302 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -30183840.000000 Penalty: 6268.733398
	Iteration 27Q: 3 clusters Score -3.018384e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307300 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -30183868.000000 Penalty: 6268.733398
	Iteration 28Q: 3 clusters Score -3.018387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307301 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -30183900.000000 Penalty: 6268.733398
	Iteration 29Q: 3 clusters Score -3.01839e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307303 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -30183898.000000 Penalty: 6268.733398
	Iteration 30Q: 3 clusters Score -3.01839e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307304 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -30183880.000000 Penalty: 6268.733398
	Iteration 31Q: 3 clusters Score -3.018388e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307304 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -30183906.000000 Penalty: 6268.733398
	Iteration 32Q: 3 clusters Score -3.018391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307302 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -30183924.000000 Penalty: 6268.733398
	Iteration 33Q: 3 clusters Score -3.018392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307308 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -30183924.000000 Penalty: 6268.733398
	Iteration 34Q: 3 clusters Score -3.018392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307313 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -30183950.000000 Penalty: 6268.733398
	Iteration 35Q: 3 clusters Score -3.018395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307318 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -30183954.000000 Penalty: 6268.733398
	Iteration 36Q: 3 clusters Score -3.018395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307309 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -30183960.000000 Penalty: 6268.733398
	Iteration 37Q: 3 clusters Score -3.018396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307299 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -30183950.000000 Penalty: 6268.733398
	Iteration 38Q: 3 clusters Score -3.018395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307296 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -30183980.000000 Penalty: 6268.733398
	Iteration 39Q: 3 clusters Score -3.018398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307297 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -30183978.000000 Penalty: 6268.733398
	Iteration 40F: 3 clusters Score -3.018398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307300 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -30183980.000000 Penalty: 6268.733398
	Iteration 41Q: 3 clusters Score -3.018398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307307 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -30183970.000000 Penalty: 6268.733398
	Iteration 42Q: 3 clusters Score -3.018397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307303 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -30183980.000000 Penalty: 6268.733398
	Iteration 43Q: 3 clusters Score -3.018398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307296 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -30184000.000000 Penalty: 6268.733398
	Iteration 44Q: 3 clusters Score -3.0184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307296 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -30183996.000000 Penalty: 6268.733398
	Iteration 45Q: 3 clusters Score -3.0184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307292 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -30184006.000000 Penalty: 6268.733398
	Iteration 46Q: 3 clusters Score -3.018401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307291 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -30184016.000000 Penalty: 6268.733398
	Iteration 47Q: 3 clusters Score -3.018402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307289 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -30184018.000000 Penalty: 6268.733398
	Iteration 48Q: 3 clusters Score -3.018402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307287 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -30184016.000000 Penalty: 6268.733398
	Iteration 49Q: 3 clusters Score -3.018402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307285 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -30184012.000000 Penalty: 6268.733398
	Iteration 50Q: 3 clusters Score -3.018401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307284 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -30184000.000000 Penalty: 6268.733398
	Iteration 51Q: 3 clusters Score -3.0184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307283 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -30184002.000000 Penalty: 6268.733398
	Iteration 52Q: 3 clusters Score -3.0184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307282 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -30184002.000000 Penalty: 6268.733398
	Iteration 53Q: 3 clusters Score -3.0184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307282 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -30184000.000000 Penalty: 6268.733398
	Iteration 54Q: 3 clusters Score -3.0184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307282 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -30184012.000000 Penalty: 6268.733398
	Iteration 55Q: 3 clusters Score -3.018401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307280 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -30184006.000000 Penalty: 6268.733398
	Iteration 56Q: 3 clusters Score -3.018401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307280 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -30183996.000000 Penalty: 6268.733398
	Iteration 57Q: 3 clusters Score -3.0184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307278 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -30183998.000000 Penalty: 6268.733398
	Iteration 58Q: 3 clusters Score -3.0184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307279 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -30184016.000000 Penalty: 6268.733398
	Iteration 59Q: 3 clusters Score -3.018402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307280 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -30184010.000000 Penalty: 6268.733398
	Iteration 60F: 3 clusters Score -3.018401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307281 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -30184010.000000 Penalty: 6268.733398
	Iteration 61Q: 3 clusters Score -3.018401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307282 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -30184038.000000 Penalty: 6268.733398
	Iteration 62Q: 3 clusters Score -3.018404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307281 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -30184024.000000 Penalty: 6268.733398
	Iteration 63Q: 3 clusters Score -3.018402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307281 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -30184022.000000 Penalty: 6268.733398
	Iteration 64Q: 3 clusters Score -3.018402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307278 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -30184006.000000 Penalty: 6268.733398
	Iteration 65Q: 3 clusters Score -3.018401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307276 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -30184010.000000 Penalty: 6268.733398
	Iteration 66Q: 3 clusters Score -3.018401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307272 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -30184032.000000 Penalty: 6268.733398
	Iteration 67Q: 3 clusters Score -3.018403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307269 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -30184014.000000 Penalty: 6268.733398
	Iteration 68Q: 3 clusters Score -3.018401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307266 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -30184018.000000 Penalty: 6268.733398
	Iteration 69Q: 3 clusters Score -3.018402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307258 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -30184032.000000 Penalty: 6268.733398
	Iteration 70Q: 3 clusters Score -3.018403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307257 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -30184036.000000 Penalty: 6268.733398
	Iteration 71Q: 3 clusters Score -3.018404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307253 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -30184028.000000 Penalty: 6268.733398
	Iteration 72Q: 3 clusters Score -3.018403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307251 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -30184022.000000 Penalty: 6268.733398
	Iteration 73Q: 3 clusters Score -3.018402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307248 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -30184024.000000 Penalty: 6268.733398
	Iteration 74Q: 3 clusters Score -3.018402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307247 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -30184042.000000 Penalty: 6268.733398
	Iteration 75Q: 3 clusters Score -3.018404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307247 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -30184038.000000 Penalty: 6268.733398
	Iteration 76Q: 3 clusters Score -3.018404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307246 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -30184044.000000 Penalty: 6268.733398
	Iteration 77Q: 3 clusters Score -3.018404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307243 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -30184032.000000 Penalty: 6268.733398
	Iteration 78Q: 3 clusters Score -3.018403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307245 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -30184048.000000 Penalty: 6268.733398
	Iteration 79Q: 3 clusters Score -3.018405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307248 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -30184056.000000 Penalty: 6268.733398
	Iteration 80F: 3 clusters Score -3.018406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307248 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -30184054.000000 Penalty: 6268.733398
	Iteration 81Q: 3 clusters Score -3.018405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307247 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -30184048.000000 Penalty: 6268.733398
	Iteration 82Q: 3 clusters Score -3.018405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307245 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -30184056.000000 Penalty: 6268.733398
	Iteration 83Q: 3 clusters Score -3.018406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307245 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -30184056.000000 Penalty: 6268.733398
	Iteration 84F: 3 clusters Score -3.018406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Entering Unmasked Estep 
Score: -1309443.875000 Penalty: 2363.267090
	Iteration 0F: 2 clusters Score -1309444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1299396.375000 Penalty: 4726.534180
	Iteration 0F: 3 clusters Score -1299396 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1302627.625000 Penalty: 4726.534180
	Iteration 1F: 3 clusters Score -1302628 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1303052.000000 Penalty: 4726.534180
	Iteration 2F: 3 clusters Score -1303052 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1303456.250000 Penalty: 4726.534180
	Iteration 3F: 3 clusters Score -1303456 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1303869.250000 Penalty: 4726.534180
	Iteration 4F: 3 clusters Score -1303869 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1304380.000000 Penalty: 4726.534180
	Iteration 5F: 3 clusters Score -1304380 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1304938.500000 Penalty: 4726.534180
	Iteration 6F: 3 clusters Score -1304938 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1305505.375000 Penalty: 4726.534180
	Iteration 7F: 3 clusters Score -1305505 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1306032.750000 Penalty: 4726.534180
	Iteration 8F: 3 clusters Score -1306033 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1306451.375000 Penalty: 4726.534180
	Iteration 9Q: 3 clusters Score -1306451 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1306756.000000 Penalty: 4726.534180
	Iteration 10Q: 3 clusters Score -1306756 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1306957.125000 Penalty: 4726.534180
	Iteration 11Q: 3 clusters Score -1306957 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1307111.750000 Penalty: 4726.534180
	Iteration 12Q: 3 clusters Score -1307112 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1307222.625000 Penalty: 4726.534180
	Iteration 13Q: 3 clusters Score -1307223 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1307323.125000 Penalty: 4726.534180
	Iteration 14Q: 3 clusters Score -1307323 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1307417.750000 Penalty: 4726.534180
	Iteration 15Q: 3 clusters Score -1307418 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1307501.125000 Penalty: 4726.534180
	Iteration 16Q: 3 clusters Score -1307501 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1307563.500000 Penalty: 4726.534180
	Iteration 17Q: 3 clusters Score -1307564 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1307613.625000 Penalty: 4726.534180
	Iteration 18Q: 3 clusters Score -1307614 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1307639.500000 Penalty: 4726.534180
	Iteration 19Q: 3 clusters Score -1307640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1307672.250000 Penalty: 4726.534180
	Iteration 20F: 3 clusters Score -1307672 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1307696.875000 Penalty: 4726.534180
	Iteration 21Q: 3 clusters Score -1307697 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1307714.750000 Penalty: 4726.534180
	Iteration 22Q: 3 clusters Score -1307715 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1307732.375000 Penalty: 4726.534180
	Iteration 23Q: 3 clusters Score -1307732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1307748.625000 Penalty: 4726.534180
	Iteration 24Q: 3 clusters Score -1307749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1307755.750000 Penalty: 4726.534180
	Iteration 25Q: 3 clusters Score -1307756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1307761.625000 Penalty: 4726.534180
	Iteration 26Q: 3 clusters Score -1307762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1307767.875000 Penalty: 4726.534180
	Iteration 27Q: 3 clusters Score -1307768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1307772.000000 Penalty: 4726.534180
	Iteration 28Q: 3 clusters Score -1307772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1307773.000000 Penalty: 4726.534180
	Iteration 29Q: 3 clusters Score -1307773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1307773.250000 Penalty: 4726.534180
	Iteration 30Q: 3 clusters Score -1307773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1307774.125000 Penalty: 4726.534180
	Iteration 31Q: 3 clusters Score -1307774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1307778.375000 Penalty: 4726.534180
	Iteration 32Q: 3 clusters Score -1307778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1307779.750000 Penalty: 4726.534180
	Iteration 33Q: 3 clusters Score -1307780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1307782.625000 Penalty: 4726.534180
	Iteration 34Q: 3 clusters Score -1307783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1307781.000000 Penalty: 4726.534180
	Iteration 35Q: 3 clusters Score -1307781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1307788.000000 Penalty: 4726.534180
	Iteration 36Q: 3 clusters Score -1307788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1307791.500000 Penalty: 4726.534180
	Iteration 37Q: 3 clusters Score -1307792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1307794.625000 Penalty: 4726.534180
	Iteration 38Q: 3 clusters Score -1307795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1307799.000000 Penalty: 4726.534180
	Iteration 39Q: 3 clusters Score -1307799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1307801.500000 Penalty: 4726.534180
	Iteration 40F: 3 clusters Score -1307802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1307803.375000 Penalty: 4726.534180
	Iteration 41Q: 3 clusters Score -1307803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1307802.500000 Penalty: 4726.534180
	Iteration 42Q: 3 clusters Score -1307802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1307807.750000 Penalty: 4726.534180
	Iteration 43Q: 3 clusters Score -1307808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1307811.000000 Penalty: 4726.534180
	Iteration 44Q: 3 clusters Score -1307811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1307812.125000 Penalty: 4726.534180
	Iteration 45Q: 3 clusters Score -1307812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1307812.125000 Penalty: 4726.534180
	Iteration 46F: 3 clusters Score -1307812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (219914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219914 members 
Entering Unmasked Estep 
Score: -21523776.000000 Penalty: 3050.645996
	Iteration 0F: 2 clusters Score -2.152378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110185 members 
Mstep: Class 2 contains 109729 members 
Entering Unmasked Estep 
Score: -21378958.000000 Penalty: 6101.291992
	Iteration 0F: 3 clusters Score -2.137896e+07 nChanged 105993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114222 members 
Mstep: Class 2 contains 105692 members 
Entering Unmasked Estep 
Score: -21439652.000000 Penalty: 6101.291992
	Iteration 1F: 3 clusters Score -2.143965e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116531 members 
Mstep: Class 2 contains 103383 members 
Entering Unmasked Estep 
Score: -21440634.000000 Penalty: 6101.291992
	Iteration 2Q: 3 clusters Score -2.144063e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120071 members 
Mstep: Class 2 contains 99843 members 
Entering Unmasked Estep 
Score: -21441974.000000 Penalty: 6101.291992
	Iteration 3Q: 3 clusters Score -2.144197e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125437 members 
Mstep: Class 2 contains 94477 members 
Entering Unmasked Estep 
Score: -21444418.000000 Penalty: 6101.291992
	Iteration 4Q: 3 clusters Score -2.144442e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133556 members 
Mstep: Class 2 contains 86358 members 
Entering Unmasked Estep 
Score: -21448528.000000 Penalty: 6101.291992
	Iteration 5Q: 3 clusters Score -2.144853e+07 nChanged 12268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145598 members 
Mstep: Class 2 contains 74316 members 
Entering Unmasked Estep 
Score: -21455880.000000 Penalty: 6101.291992
	Iteration 6F: 3 clusters Score -2.145588e+07 nChanged 16471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162019 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -21468090.000000 Penalty: 6101.291992
	Iteration 7F: 3 clusters Score -2.146809e+07 nChanged 20214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182231 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -21486046.000000 Penalty: 6101.291992
	Iteration 8F: 3 clusters Score -2.148605e+07 nChanged 19118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201349 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -21504060.000000 Penalty: 6101.291992
	Iteration 9F: 3 clusters Score -2.150406e+07 nChanged 11757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213106 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -21514686.000000 Penalty: 6101.291992
	Iteration 10F: 3 clusters Score -2.151469e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217758 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -21519024.000000 Penalty: 6101.291992
	Iteration 11Q: 3 clusters Score -2.151902e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219144 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -21520304.000000 Penalty: 6101.291992
	Iteration 12Q: 3 clusters Score -2.15203e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219516 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -21520752.000000 Penalty: 6101.291992
	Iteration 13Q: 3 clusters Score -2.152075e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219614 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -21520918.000000 Penalty: 6101.291992
	Iteration 14Q: 3 clusters Score -2.152092e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219640 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21520986.000000 Penalty: 6101.291992
	Iteration 15Q: 3 clusters Score -2.152099e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219655 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21521034.000000 Penalty: 6101.291992
	Iteration 16Q: 3 clusters Score -2.152103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219658 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21521064.000000 Penalty: 6101.291992
	Iteration 17Q: 3 clusters Score -2.152106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219658 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21521058.000000 Penalty: 6101.291992
	Iteration 18Q: 3 clusters Score -2.152106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219658 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21521058.000000 Penalty: 6101.291992
	Iteration 19Q: 3 clusters Score -2.152106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219660 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21521074.000000 Penalty: 6101.291992
	Iteration 20F: 3 clusters Score -2.152107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219663 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21521074.000000 Penalty: 6101.291992
	Iteration 21Q: 3 clusters Score -2.152107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219667 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21521086.000000 Penalty: 6101.291992
	Iteration 22Q: 3 clusters Score -2.152109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219668 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21521092.000000 Penalty: 6101.291992
	Iteration 23Q: 3 clusters Score -2.152109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219668 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21521092.000000 Penalty: 6101.291992
	Iteration 24F: 3 clusters Score -2.152109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (226625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226625 members 
Entering Unmasked Estep 
Score: -22321248.000000 Penalty: 3058.100830
	Iteration 0F: 2 clusters Score -2.232125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112830 members 
Mstep: Class 2 contains 113795 members 
Entering Unmasked Estep 
Score: -22170282.000000 Penalty: 6116.201660
	Iteration 0F: 3 clusters Score -2.217028e+07 nChanged 109084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105086 members 
Mstep: Class 2 contains 121539 members 
Entering Unmasked Estep 
Score: -22234198.000000 Penalty: 6116.201660
	Iteration 1F: 3 clusters Score -2.22342e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99539 members 
Mstep: Class 2 contains 127086 members 
Entering Unmasked Estep 
Score: -22236232.000000 Penalty: 6116.201660
	Iteration 2Q: 3 clusters Score -2.223623e+07 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90854 members 
Mstep: Class 2 contains 135771 members 
Entering Unmasked Estep 
Score: -22239808.000000 Penalty: 6116.201660
	Iteration 3Q: 3 clusters Score -2.223981e+07 nChanged 13477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77811 members 
Mstep: Class 2 contains 148814 members 
Entering Unmasked Estep 
Score: -22247450.000000 Penalty: 6116.201660
	Iteration 4F: 3 clusters Score -2.224745e+07 nChanged 18317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 167023 members 
Entering Unmasked Estep 
Score: -22260762.000000 Penalty: 6116.201660
	Iteration 5F: 3 clusters Score -2.226076e+07 nChanged 21415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 188408 members 
Entering Unmasked Estep 
Score: -22280218.000000 Penalty: 6116.201660
	Iteration 6F: 3 clusters Score -2.228022e+07 nChanged 19095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 207487 members 
Entering Unmasked Estep 
Score: -22299340.000000 Penalty: 6116.201660
	Iteration 7F: 3 clusters Score -2.229934e+07 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 219389 members 
Entering Unmasked Estep 
Score: -22311552.000000 Penalty: 6116.201660
	Iteration 8F: 3 clusters Score -2.231155e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 224410 members 
Entering Unmasked Estep 
Score: -22316482.000000 Penalty: 6116.201660
	Iteration 9Q: 3 clusters Score -2.231648e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 225871 members 
Entering Unmasked Estep 
Score: -22317866.000000 Penalty: 6116.201660
	Iteration 10Q: 3 clusters Score -2.231787e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 226194 members 
Entering Unmasked Estep 
Score: -22318214.000000 Penalty: 6116.201660
	Iteration 11Q: 3 clusters Score -2.231821e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 226278 members 
Entering Unmasked Estep 
Score: -22318376.000000 Penalty: 6116.201660
	Iteration 12Q: 3 clusters Score -2.231838e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 226305 members 
Entering Unmasked Estep 
Score: -22318456.000000 Penalty: 6116.201660
	Iteration 13Q: 3 clusters Score -2.231846e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 226323 members 
Entering Unmasked Estep 
Score: -22318520.000000 Penalty: 6116.201660
	Iteration 14Q: 3 clusters Score -2.231852e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 226329 members 
Entering Unmasked Estep 
Score: -22318556.000000 Penalty: 6116.201660
	Iteration 15Q: 3 clusters Score -2.231856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 226331 members 
Entering Unmasked Estep 
Score: -22318560.000000 Penalty: 6116.201660
	Iteration 16Q: 3 clusters Score -2.231856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 226330 members 
Entering Unmasked Estep 
Score: -22318572.000000 Penalty: 6116.201660
	Iteration 17Q: 3 clusters Score -2.231857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 226330 members 
Entering Unmasked Estep 
Score: -22318570.000000 Penalty: 6116.201660
	Iteration 18Q: 3 clusters Score -2.231857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 226326 members 
Entering Unmasked Estep 
Score: -22318568.000000 Penalty: 6116.201660
	Iteration 19Q: 3 clusters Score -2.231857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 226326 members 
Entering Unmasked Estep 
Score: -22318574.000000 Penalty: 6116.201660
	Iteration 20F: 3 clusters Score -2.231857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Entering Unmasked Estep 
Score: -626773.062500 Penalty: 2182.988281
	Iteration 0F: 2 clusters Score -626773.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -621237.500000 Penalty: 4365.976562
	Iteration 0F: 3 clusters Score -621237.5 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -622752.687500 Penalty: 4365.976562
	Iteration 1F: 3 clusters Score -622752.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -622982.000000 Penalty: 4365.976562
	Iteration 2F: 3 clusters Score -622982 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -623129.437500 Penalty: 4365.976562
	Iteration 3Q: 3 clusters Score -623129.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -623250.625000 Penalty: 4365.976562
	Iteration 4Q: 3 clusters Score -623250.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -623343.437500 Penalty: 4365.976562
	Iteration 5Q: 3 clusters Score -623343.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -623428.187500 Penalty: 4365.976562
	Iteration 6Q: 3 clusters Score -623428.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -623502.250000 Penalty: 4365.976562
	Iteration 7Q: 3 clusters Score -623502.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -623565.500000 Penalty: 4365.976562
	Iteration 8Q: 3 clusters Score -623565.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -623611.875000 Penalty: 4365.976562
	Iteration 9Q: 3 clusters Score -623611.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -623648.875000 Penalty: 4365.976562
	Iteration 10Q: 3 clusters Score -623648.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -623692.062500 Penalty: 4365.976562
	Iteration 11Q: 3 clusters Score -623692.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -623734.750000 Penalty: 4365.976562
	Iteration 12Q: 3 clusters Score -623734.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -623777.312500 Penalty: 4365.976562
	Iteration 13Q: 3 clusters Score -623777.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -623818.937500 Penalty: 4365.976562
	Iteration 14Q: 3 clusters Score -623818.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -623872.250000 Penalty: 4365.976562
	Iteration 15Q: 3 clusters Score -623872.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -623919.125000 Penalty: 4365.976562
	Iteration 16Q: 3 clusters Score -623919.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -623969.375000 Penalty: 4365.976562
	Iteration 17Q: 3 clusters Score -623969.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -624019.187500 Penalty: 4365.976562
	Iteration 18Q: 3 clusters Score -624019.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -624067.875000 Penalty: 4365.976562
	Iteration 19Q: 3 clusters Score -624067.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -624122.687500 Penalty: 4365.976562
	Iteration 20F: 3 clusters Score -624122.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -624190.375000 Penalty: 4365.976562
	Iteration 21Q: 3 clusters Score -624190.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -624268.812500 Penalty: 4365.976562
	Iteration 22Q: 3 clusters Score -624268.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -624346.812500 Penalty: 4365.976562
	Iteration 23Q: 3 clusters Score -624346.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -624420.562500 Penalty: 4365.976562
	Iteration 24Q: 3 clusters Score -624420.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -624480.937500 Penalty: 4365.976562
	Iteration 25Q: 3 clusters Score -624480.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -624530.062500 Penalty: 4365.976562
	Iteration 26Q: 3 clusters Score -624530.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -624575.875000 Penalty: 4365.976562
	Iteration 27Q: 3 clusters Score -624575.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -624612.875000 Penalty: 4365.976562
	Iteration 28Q: 3 clusters Score -624612.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -624644.062500 Penalty: 4365.976562
	Iteration 29Q: 3 clusters Score -624644.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -624662.562500 Penalty: 4365.976562
	Iteration 30Q: 3 clusters Score -624662.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -624676.437500 Penalty: 4365.976562
	Iteration 31Q: 3 clusters Score -624676.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -624685.500000 Penalty: 4365.976562
	Iteration 32Q: 3 clusters Score -624685.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -624688.500000 Penalty: 4365.976562
	Iteration 33Q: 3 clusters Score -624688.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -624695.250000 Penalty: 4365.976562
	Iteration 34Q: 3 clusters Score -624695.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -624698.687500 Penalty: 4365.976562
	Iteration 35Q: 3 clusters Score -624698.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -624702.187500 Penalty: 4365.976562
	Iteration 36Q: 3 clusters Score -624702.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -624707.562500 Penalty: 4365.976562
	Iteration 37Q: 3 clusters Score -624707.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -624708.625000 Penalty: 4365.976562
	Iteration 38Q: 3 clusters Score -624708.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -624714.125000 Penalty: 4365.976562
	Iteration 39Q: 3 clusters Score -624714.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -624718.312500 Penalty: 4365.976562
	Iteration 40F: 3 clusters Score -624718.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -624721.812500 Penalty: 4365.976562
	Iteration 41Q: 3 clusters Score -624721.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -624722.750000 Penalty: 4365.976562
	Iteration 42Q: 3 clusters Score -624722.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -624723.375000 Penalty: 4365.976562
	Iteration 43Q: 3 clusters Score -624723.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -624724.812500 Penalty: 4365.976562
	Iteration 44Q: 3 clusters Score -624724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -624726.500000 Penalty: 4365.976562
	Iteration 45Q: 3 clusters Score -624726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -624726.875000 Penalty: 4365.976562
	Iteration 46Q: 3 clusters Score -624726.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -624726.875000 Penalty: 4365.976562
	Iteration 47F: 3 clusters Score -624726.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Entering Unmasked Estep 
Score: -2004581.000000 Penalty: 2480.197266
	Iteration 0F: 2 clusters Score -2004581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1989214.125000 Penalty: 4960.394531
	Iteration 0F: 3 clusters Score -1989214 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1994692.375000 Penalty: 4960.394531
	Iteration 1F: 3 clusters Score -1994692 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1995616.750000 Penalty: 4960.394531
	Iteration 2F: 3 clusters Score -1995617 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1996725.000000 Penalty: 4960.394531
	Iteration 3F: 3 clusters Score -1996725 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1998034.625000 Penalty: 4960.394531
	Iteration 4F: 3 clusters Score -1998035 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1999458.375000 Penalty: 4960.394531
	Iteration 5F: 3 clusters Score -1999458 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2000573.500000 Penalty: 4960.394531
	Iteration 6F: 3 clusters Score -2000574 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2001327.250000 Penalty: 4960.394531
	Iteration 7F: 3 clusters Score -2001327 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2001806.375000 Penalty: 4960.394531
	Iteration 8Q: 3 clusters Score -2001806 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2002083.500000 Penalty: 4960.394531
	Iteration 9Q: 3 clusters Score -2002084 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2002263.500000 Penalty: 4960.394531
	Iteration 10Q: 3 clusters Score -2002264 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2002392.750000 Penalty: 4960.394531
	Iteration 11Q: 3 clusters Score -2002393 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2002483.250000 Penalty: 4960.394531
	Iteration 12Q: 3 clusters Score -2002483 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2002578.000000 Penalty: 4960.394531
	Iteration 13Q: 3 clusters Score -2002578 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2002648.250000 Penalty: 4960.394531
	Iteration 14Q: 3 clusters Score -2002648 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2002708.625000 Penalty: 4960.394531
	Iteration 15Q: 3 clusters Score -2002709 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2002752.250000 Penalty: 4960.394531
	Iteration 16Q: 3 clusters Score -2002752 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2002787.125000 Penalty: 4960.394531
	Iteration 17Q: 3 clusters Score -2002787 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2002820.500000 Penalty: 4960.394531
	Iteration 18Q: 3 clusters Score -2002820 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2002852.500000 Penalty: 4960.394531
	Iteration 19Q: 3 clusters Score -2002852 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2002879.750000 Penalty: 4960.394531
	Iteration 20F: 3 clusters Score -2002880 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2002890.250000 Penalty: 4960.394531
	Iteration 21Q: 3 clusters Score -2002890 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2002929.625000 Penalty: 4960.394531
	Iteration 22Q: 3 clusters Score -2002930 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2002938.125000 Penalty: 4960.394531
	Iteration 23Q: 3 clusters Score -2002938 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2002954.125000 Penalty: 4960.394531
	Iteration 24Q: 3 clusters Score -2002954 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2002982.750000 Penalty: 4960.394531
	Iteration 25Q: 3 clusters Score -2002983 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2003025.125000 Penalty: 4960.394531
	Iteration 26Q: 3 clusters Score -2003025 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2003066.000000 Penalty: 4960.394531
	Iteration 27Q: 3 clusters Score -2003066 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2003097.375000 Penalty: 4960.394531
	Iteration 28Q: 3 clusters Score -2003097 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2003103.500000 Penalty: 4960.394531
	Iteration 29Q: 3 clusters Score -2003104 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2003126.875000 Penalty: 4960.394531
	Iteration 30Q: 3 clusters Score -2003127 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2003149.250000 Penalty: 4960.394531
	Iteration 31Q: 3 clusters Score -2003149 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2003149.750000 Penalty: 4960.394531
	Iteration 32Q: 3 clusters Score -2003150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2003153.875000 Penalty: 4960.394531
	Iteration 33Q: 3 clusters Score -2003154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2003156.625000 Penalty: 4960.394531
	Iteration 34Q: 3 clusters Score -2003157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2003160.750000 Penalty: 4960.394531
	Iteration 35Q: 3 clusters Score -2003161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2003163.125000 Penalty: 4960.394531
	Iteration 36Q: 3 clusters Score -2003163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2003162.500000 Penalty: 4960.394531
	Iteration 37Q: 3 clusters Score -2003162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2003166.125000 Penalty: 4960.394531
	Iteration 38Q: 3 clusters Score -2003166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2003165.625000 Penalty: 4960.394531
	Iteration 39Q: 3 clusters Score -2003166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2003166.125000 Penalty: 4960.394531
	Iteration 40F: 3 clusters Score -2003166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2003170.625000 Penalty: 4960.394531
	Iteration 41Q: 3 clusters Score -2003171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2003170.875000 Penalty: 4960.394531
	Iteration 42Q: 3 clusters Score -2003171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2003169.625000 Penalty: 4960.394531
	Iteration 43Q: 3 clusters Score -2003170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2003169.625000 Penalty: 4960.394531
	Iteration 44F: 3 clusters Score -2003170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Entering Unmasked Estep 
Score: -734112.875000 Penalty: 2225.013672
	Iteration 0F: 2 clusters Score -734112.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -727740.750000 Penalty: 4450.027344
	Iteration 0F: 3 clusters Score -727740.8 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -729522.625000 Penalty: 4450.027344
	Iteration 1F: 3 clusters Score -729522.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -729802.500000 Penalty: 4450.027344
	Iteration 2F: 3 clusters Score -729802.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -729976.875000 Penalty: 4450.027344
	Iteration 3F: 3 clusters Score -729976.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -730098.812500 Penalty: 4450.027344
	Iteration 4Q: 3 clusters Score -730098.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -730188.187500 Penalty: 4450.027344
	Iteration 5Q: 3 clusters Score -730188.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -730275.312500 Penalty: 4450.027344
	Iteration 6Q: 3 clusters Score -730275.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -730356.812500 Penalty: 4450.027344
	Iteration 7Q: 3 clusters Score -730356.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -730450.312500 Penalty: 4450.027344
	Iteration 8Q: 3 clusters Score -730450.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -730556.937500 Penalty: 4450.027344
	Iteration 9Q: 3 clusters Score -730556.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -730702.437500 Penalty: 4450.027344
	Iteration 10Q: 3 clusters Score -730702.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -730878.875000 Penalty: 4450.027344
	Iteration 11Q: 3 clusters Score -730878.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -731095.562500 Penalty: 4450.027344
	Iteration 12Q: 3 clusters Score -731095.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -731382.187500 Penalty: 4450.027344
	Iteration 13Q: 3 clusters Score -731382.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -731703.437500 Penalty: 4450.027344
	Iteration 14Q: 3 clusters Score -731703.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -732051.562500 Penalty: 4450.027344
	Iteration 15Q: 3 clusters Score -732051.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -732337.625000 Penalty: 4450.027344
	Iteration 16Q: 3 clusters Score -732337.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -732538.375000 Penalty: 4450.027344
	Iteration 17Q: 3 clusters Score -732538.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -732664.687500 Penalty: 4450.027344
	Iteration 18Q: 3 clusters Score -732664.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -732729.625000 Penalty: 4450.027344
	Iteration 19Q: 3 clusters Score -732729.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -732771.500000 Penalty: 4450.027344
	Iteration 20F: 3 clusters Score -732771.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -732802.062500 Penalty: 4450.027344
	Iteration 21Q: 3 clusters Score -732802.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -732824.125000 Penalty: 4450.027344
	Iteration 22Q: 3 clusters Score -732824.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -732838.562500 Penalty: 4450.027344
	Iteration 23Q: 3 clusters Score -732838.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -732846.812500 Penalty: 4450.027344
	Iteration 24Q: 3 clusters Score -732846.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -732856.000000 Penalty: 4450.027344
	Iteration 25Q: 3 clusters Score -732856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -732861.250000 Penalty: 4450.027344
	Iteration 26Q: 3 clusters Score -732861.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -732864.250000 Penalty: 4450.027344
	Iteration 27Q: 3 clusters Score -732864.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -732875.812500 Penalty: 4450.027344
	Iteration 28Q: 3 clusters Score -732875.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -732878.625000 Penalty: 4450.027344
	Iteration 29Q: 3 clusters Score -732878.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -732884.562500 Penalty: 4450.027344
	Iteration 30Q: 3 clusters Score -732884.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -732887.000000 Penalty: 4450.027344
	Iteration 31Q: 3 clusters Score -732887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -732891.687500 Penalty: 4450.027344
	Iteration 32Q: 3 clusters Score -732891.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -732891.937500 Penalty: 4450.027344
	Iteration 33Q: 3 clusters Score -732891.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -732896.437500 Penalty: 4450.027344
	Iteration 34Q: 3 clusters Score -732896.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -732897.750000 Penalty: 4450.027344
	Iteration 35Q: 3 clusters Score -732897.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -732898.750000 Penalty: 4450.027344
	Iteration 36Q: 3 clusters Score -732898.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -732899.437500 Penalty: 4450.027344
	Iteration 37Q: 3 clusters Score -732899.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -732901.875000 Penalty: 4450.027344
	Iteration 38Q: 3 clusters Score -732901.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -732900.437500 Penalty: 4450.027344
	Iteration 39Q: 3 clusters Score -732900.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -732900.437500 Penalty: 4450.027344
	Iteration 40F: 3 clusters Score -732900.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Entering Unmasked Estep 
Score: -684697.687500 Penalty: 2224.635498
	Iteration 0F: 2 clusters Score -684697.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -678340.437500 Penalty: 4449.270996
	Iteration 0F: 3 clusters Score -678340.4 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -680047.250000 Penalty: 4449.270996
	Iteration 1F: 3 clusters Score -680047.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -680304.812500 Penalty: 4449.270996
	Iteration 2F: 3 clusters Score -680304.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -680524.875000 Penalty: 4449.270996
	Iteration 3F: 3 clusters Score -680524.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -680686.000000 Penalty: 4449.270996
	Iteration 4Q: 3 clusters Score -680686 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -680813.062500 Penalty: 4449.270996
	Iteration 5Q: 3 clusters Score -680813.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -680925.187500 Penalty: 4449.270996
	Iteration 6Q: 3 clusters Score -680925.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -681025.750000 Penalty: 4449.270996
	Iteration 7Q: 3 clusters Score -681025.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -681121.312500 Penalty: 4449.270996
	Iteration 8Q: 3 clusters Score -681121.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -681214.750000 Penalty: 4449.270996
	Iteration 9Q: 3 clusters Score -681214.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -681314.500000 Penalty: 4449.270996
	Iteration 10Q: 3 clusters Score -681314.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -681428.625000 Penalty: 4449.270996
	Iteration 11Q: 3 clusters Score -681428.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -681578.750000 Penalty: 4449.270996
	Iteration 12Q: 3 clusters Score -681578.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -681717.687500 Penalty: 4449.270996
	Iteration 13Q: 3 clusters Score -681717.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -681843.500000 Penalty: 4449.270996
	Iteration 14Q: 3 clusters Score -681843.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -681980.250000 Penalty: 4449.270996
	Iteration 15Q: 3 clusters Score -681980.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -682125.812500 Penalty: 4449.270996
	Iteration 16Q: 3 clusters Score -682125.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -682263.375000 Penalty: 4449.270996
	Iteration 17Q: 3 clusters Score -682263.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -682384.750000 Penalty: 4449.270996
	Iteration 18Q: 3 clusters Score -682384.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -682497.812500 Penalty: 4449.270996
	Iteration 19Q: 3 clusters Score -682497.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -682607.187500 Penalty: 4449.270996
	Iteration 20F: 3 clusters Score -682607.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -682698.687500 Penalty: 4449.270996
	Iteration 21Q: 3 clusters Score -682698.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -682788.875000 Penalty: 4449.270996
	Iteration 22Q: 3 clusters Score -682788.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -682887.625000 Penalty: 4449.270996
	Iteration 23Q: 3 clusters Score -682887.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -682957.250000 Penalty: 4449.270996
	Iteration 24Q: 3 clusters Score -682957.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -683007.750000 Penalty: 4449.270996
	Iteration 25Q: 3 clusters Score -683007.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -683057.812500 Penalty: 4449.270996
	Iteration 26Q: 3 clusters Score -683057.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -683114.812500 Penalty: 4449.270996
	Iteration 27Q: 3 clusters Score -683114.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -683185.500000 Penalty: 4449.270996
	Iteration 28Q: 3 clusters Score -683185.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -683256.687500 Penalty: 4449.270996
	Iteration 29Q: 3 clusters Score -683256.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -683327.625000 Penalty: 4449.270996
	Iteration 30Q: 3 clusters Score -683327.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -683389.500000 Penalty: 4449.270996
	Iteration 31Q: 3 clusters Score -683389.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -683440.437500 Penalty: 4449.270996
	Iteration 32Q: 3 clusters Score -683440.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -683476.187500 Penalty: 4449.270996
	Iteration 33Q: 3 clusters Score -683476.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -683513.687500 Penalty: 4449.270996
	Iteration 34Q: 3 clusters Score -683513.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -683540.187500 Penalty: 4449.270996
	Iteration 35Q: 3 clusters Score -683540.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -683560.312500 Penalty: 4449.270996
	Iteration 36Q: 3 clusters Score -683560.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -683570.937500 Penalty: 4449.270996
	Iteration 37Q: 3 clusters Score -683570.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -683583.875000 Penalty: 4449.270996
	Iteration 38Q: 3 clusters Score -683583.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -683592.562500 Penalty: 4449.270996
	Iteration 39Q: 3 clusters Score -683592.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -683604.687500 Penalty: 4449.270996
	Iteration 40F: 3 clusters Score -683604.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -683607.187500 Penalty: 4449.270996
	Iteration 41Q: 3 clusters Score -683607.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -683609.250000 Penalty: 4449.270996
	Iteration 42Q: 3 clusters Score -683609.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -683612.000000 Penalty: 4449.270996
	Iteration 43Q: 3 clusters Score -683612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -683615.062500 Penalty: 4449.270996
	Iteration 44Q: 3 clusters Score -683615.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -683618.562500 Penalty: 4449.270996
	Iteration 45Q: 3 clusters Score -683618.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -683621.625000 Penalty: 4449.270996
	Iteration 46Q: 3 clusters Score -683621.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -683622.750000 Penalty: 4449.270996
	Iteration 47Q: 3 clusters Score -683622.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -683626.750000 Penalty: 4449.270996
	Iteration 48Q: 3 clusters Score -683626.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -683628.250000 Penalty: 4449.270996
	Iteration 49Q: 3 clusters Score -683628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -683628.937500 Penalty: 4449.270996
	Iteration 50Q: 3 clusters Score -683628.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -683628.250000 Penalty: 4449.270996
	Iteration 51Q: 3 clusters Score -683628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -683628.562500 Penalty: 4449.270996
	Iteration 52Q: 3 clusters Score -683628.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -683628.437500 Penalty: 4449.270996
	Iteration 53Q: 3 clusters Score -683628.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -683628.437500 Penalty: 4449.270996
	Iteration 54F: 3 clusters Score -683628.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Entering Unmasked Estep 
Score: -1713052.375000 Penalty: 2425.416748
	Iteration 0F: 2 clusters Score -1713052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1700450.125000 Penalty: 4850.833496
	Iteration 0F: 3 clusters Score -1700450 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1704572.875000 Penalty: 4850.833496
	Iteration 1F: 3 clusters Score -1704573 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1704927.625000 Penalty: 4850.833496
	Iteration 2F: 3 clusters Score -1704928 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1705188.375000 Penalty: 4850.833496
	Iteration 3Q: 3 clusters Score -1705188 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1705443.875000 Penalty: 4850.833496
	Iteration 4Q: 3 clusters Score -1705444 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1705709.125000 Penalty: 4850.833496
	Iteration 5Q: 3 clusters Score -1705709 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1706044.750000 Penalty: 4850.833496
	Iteration 6Q: 3 clusters Score -1706045 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1706524.750000 Penalty: 4850.833496
	Iteration 7Q: 3 clusters Score -1706525 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1707188.000000 Penalty: 4850.833496
	Iteration 8F: 3 clusters Score -1707188 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1708005.000000 Penalty: 4850.833496
	Iteration 9F: 3 clusters Score -1708005 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1708931.000000 Penalty: 4850.833496
	Iteration 10F: 3 clusters Score -1708931 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1709742.500000 Penalty: 4850.833496
	Iteration 11Q: 3 clusters Score -1709742 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1710265.500000 Penalty: 4850.833496
	Iteration 12Q: 3 clusters Score -1710266 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -1710604.125000 Penalty: 4850.833496
	Iteration 13Q: 3 clusters Score -1710604 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -1710762.125000 Penalty: 4850.833496
	Iteration 14Q: 3 clusters Score -1710762 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -1710843.250000 Penalty: 4850.833496
	Iteration 15Q: 3 clusters Score -1710843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1710879.875000 Penalty: 4850.833496
	Iteration 16Q: 3 clusters Score -1710880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -1710916.875000 Penalty: 4850.833496
	Iteration 17Q: 3 clusters Score -1710917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -1710941.500000 Penalty: 4850.833496
	Iteration 18Q: 3 clusters Score -1710942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1710948.500000 Penalty: 4850.833496
	Iteration 19Q: 3 clusters Score -1710948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1710956.250000 Penalty: 4850.833496
	Iteration 20F: 3 clusters Score -1710956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -1710961.000000 Penalty: 4850.833496
	Iteration 21Q: 3 clusters Score -1710961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1710964.875000 Penalty: 4850.833496
	Iteration 22Q: 3 clusters Score -1710965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1710967.000000 Penalty: 4850.833496
	Iteration 23Q: 3 clusters Score -1710967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1710971.500000 Penalty: 4850.833496
	Iteration 24Q: 3 clusters Score -1710972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1710976.875000 Penalty: 4850.833496
	Iteration 25Q: 3 clusters Score -1710977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1710978.875000 Penalty: 4850.833496
	Iteration 26Q: 3 clusters Score -1710979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -1710981.500000 Penalty: 4850.833496
	Iteration 27Q: 3 clusters Score -1710982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -1710981.500000 Penalty: 4850.833496
	Iteration 28F: 3 clusters Score -1710982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Entering Unmasked Estep 
Score: -993530.437500 Penalty: 2294.557861
	Iteration 0F: 2 clusters Score -993530.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -985586.500000 Penalty: 4589.115723
	Iteration 0F: 3 clusters Score -985586.5 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -988133.062500 Penalty: 4589.115723
	Iteration 1F: 3 clusters Score -988133.1 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -988858.312500 Penalty: 4589.115723
	Iteration 2F: 3 clusters Score -988858.3 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -989712.625000 Penalty: 4589.115723
	Iteration 3F: 3 clusters Score -989712.6 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -990637.062500 Penalty: 4589.115723
	Iteration 4F: 3 clusters Score -990637.1 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -991257.875000 Penalty: 4589.115723
	Iteration 5F: 3 clusters Score -991257.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -991674.250000 Penalty: 4589.115723
	Iteration 6F: 3 clusters Score -991674.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -991953.937500 Penalty: 4589.115723
	Iteration 7Q: 3 clusters Score -991953.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -992116.187500 Penalty: 4589.115723
	Iteration 8Q: 3 clusters Score -992116.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -992211.750000 Penalty: 4589.115723
	Iteration 9Q: 3 clusters Score -992211.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -992286.062500 Penalty: 4589.115723
	Iteration 10Q: 3 clusters Score -992286.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -992355.875000 Penalty: 4589.115723
	Iteration 11Q: 3 clusters Score -992355.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -992432.062500 Penalty: 4589.115723
	Iteration 12Q: 3 clusters Score -992432.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -992504.812500 Penalty: 4589.115723
	Iteration 13Q: 3 clusters Score -992504.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -992595.500000 Penalty: 4589.115723
	Iteration 14Q: 3 clusters Score -992595.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -992667.687500 Penalty: 4589.115723
	Iteration 15Q: 3 clusters Score -992667.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -992708.625000 Penalty: 4589.115723
	Iteration 16Q: 3 clusters Score -992708.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -992743.562500 Penalty: 4589.115723
	Iteration 17Q: 3 clusters Score -992743.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -992779.562500 Penalty: 4589.115723
	Iteration 18Q: 3 clusters Score -992779.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -992812.125000 Penalty: 4589.115723
	Iteration 19Q: 3 clusters Score -992812.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -992839.312500 Penalty: 4589.115723
	Iteration 20F: 3 clusters Score -992839.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -992864.687500 Penalty: 4589.115723
	Iteration 21Q: 3 clusters Score -992864.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -992882.375000 Penalty: 4589.115723
	Iteration 22Q: 3 clusters Score -992882.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -992897.500000 Penalty: 4589.115723
	Iteration 23Q: 3 clusters Score -992897.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -992907.375000 Penalty: 4589.115723
	Iteration 24Q: 3 clusters Score -992907.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -992912.750000 Penalty: 4589.115723
	Iteration 25Q: 3 clusters Score -992912.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -992917.562500 Penalty: 4589.115723
	Iteration 26Q: 3 clusters Score -992917.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -992922.187500 Penalty: 4589.115723
	Iteration 27Q: 3 clusters Score -992922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -992926.375000 Penalty: 4589.115723
	Iteration 28Q: 3 clusters Score -992926.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -992925.875000 Penalty: 4589.115723
	Iteration 29Q: 3 clusters Score -992925.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -992924.062500 Penalty: 4589.115723
	Iteration 30Q: 3 clusters Score -992924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -992925.687500 Penalty: 4589.115723
	Iteration 31Q: 3 clusters Score -992925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -992925.687500 Penalty: 4589.115723
	Iteration 32Q: 3 clusters Score -992925.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -992926.312500 Penalty: 4589.115723
	Iteration 33Q: 3 clusters Score -992926.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -992926.125000 Penalty: 4589.115723
	Iteration 34Q: 3 clusters Score -992926.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -992926.125000 Penalty: 4589.115723
	Iteration 35F: 3 clusters Score -992926.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Entering Unmasked Estep 
Score: -405380.937500 Penalty: 2076.641113
	Iteration 0F: 2 clusters Score -405380.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -401262.187500 Penalty: 4153.282227
	Iteration 0F: 3 clusters Score -401262.2 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -402200.000000 Penalty: 4153.282227
	Iteration 1F: 3 clusters Score -402200 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -402408.468750 Penalty: 4153.282227
	Iteration 2F: 3 clusters Score -402408.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -402513.187500 Penalty: 4153.282227
	Iteration 3Q: 3 clusters Score -402513.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -402598.812500 Penalty: 4153.282227
	Iteration 4Q: 3 clusters Score -402598.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -402652.156250 Penalty: 4153.282227
	Iteration 5Q: 3 clusters Score -402652.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -402688.343750 Penalty: 4153.282227
	Iteration 6Q: 3 clusters Score -402688.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -402719.312500 Penalty: 4153.282227
	Iteration 7Q: 3 clusters Score -402719.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -402746.250000 Penalty: 4153.282227
	Iteration 8Q: 3 clusters Score -402746.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -402763.625000 Penalty: 4153.282227
	Iteration 9Q: 3 clusters Score -402763.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -402780.343750 Penalty: 4153.282227
	Iteration 10Q: 3 clusters Score -402780.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -402799.156250 Penalty: 4153.282227
	Iteration 11Q: 3 clusters Score -402799.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -402819.062500 Penalty: 4153.282227
	Iteration 12Q: 3 clusters Score -402819.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -402833.843750 Penalty: 4153.282227
	Iteration 13Q: 3 clusters Score -402833.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -402845.812500 Penalty: 4153.282227
	Iteration 14Q: 3 clusters Score -402845.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -402857.750000 Penalty: 4153.282227
	Iteration 15Q: 3 clusters Score -402857.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -402869.000000 Penalty: 4153.282227
	Iteration 16Q: 3 clusters Score -402869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -402882.468750 Penalty: 4153.282227
	Iteration 17Q: 3 clusters Score -402882.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -402893.125000 Penalty: 4153.282227
	Iteration 18Q: 3 clusters Score -402893.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -402904.125000 Penalty: 4153.282227
	Iteration 19Q: 3 clusters Score -402904.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -402915.031250 Penalty: 4153.282227
	Iteration 20F: 3 clusters Score -402915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -402924.187500 Penalty: 4153.282227
	Iteration 21Q: 3 clusters Score -402924.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -402938.218750 Penalty: 4153.282227
	Iteration 22Q: 3 clusters Score -402938.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -402951.343750 Penalty: 4153.282227
	Iteration 23Q: 3 clusters Score -402951.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -402963.593750 Penalty: 4153.282227
	Iteration 24Q: 3 clusters Score -402963.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -402977.343750 Penalty: 4153.282227
	Iteration 25Q: 3 clusters Score -402977.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -402987.937500 Penalty: 4153.282227
	Iteration 26Q: 3 clusters Score -402987.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -402995.687500 Penalty: 4153.282227
	Iteration 27Q: 3 clusters Score -402995.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -403006.718750 Penalty: 4153.282227
	Iteration 28Q: 3 clusters Score -403006.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -403014.125000 Penalty: 4153.282227
	Iteration 29Q: 3 clusters Score -403014.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -403027.343750 Penalty: 4153.282227
	Iteration 30Q: 3 clusters Score -403027.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -403039.812500 Penalty: 4153.282227
	Iteration 31Q: 3 clusters Score -403039.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -403052.593750 Penalty: 4153.282227
	Iteration 32Q: 3 clusters Score -403052.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -403065.062500 Penalty: 4153.282227
	Iteration 33Q: 3 clusters Score -403065.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -403079.062500 Penalty: 4153.282227
	Iteration 34Q: 3 clusters Score -403079.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -403092.250000 Penalty: 4153.282227
	Iteration 35Q: 3 clusters Score -403092.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -403103.656250 Penalty: 4153.282227
	Iteration 36Q: 3 clusters Score -403103.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -403118.937500 Penalty: 4153.282227
	Iteration 37Q: 3 clusters Score -403118.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -403136.750000 Penalty: 4153.282227
	Iteration 38Q: 3 clusters Score -403136.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -403151.343750 Penalty: 4153.282227
	Iteration 39Q: 3 clusters Score -403151.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -403167.187500 Penalty: 4153.282227
	Iteration 40F: 3 clusters Score -403167.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -403183.562500 Penalty: 4153.282227
	Iteration 41Q: 3 clusters Score -403183.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -403206.156250 Penalty: 4153.282227
	Iteration 42Q: 3 clusters Score -403206.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -403224.968750 Penalty: 4153.282227
	Iteration 43Q: 3 clusters Score -403225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -403244.281250 Penalty: 4153.282227
	Iteration 44Q: 3 clusters Score -403244.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -403267.000000 Penalty: 4153.282227
	Iteration 45Q: 3 clusters Score -403267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -403291.687500 Penalty: 4153.282227
	Iteration 46Q: 3 clusters Score -403291.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -403315.968750 Penalty: 4153.282227
	Iteration 47Q: 3 clusters Score -403316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -403336.687500 Penalty: 4153.282227
	Iteration 48Q: 3 clusters Score -403336.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -403353.156250 Penalty: 4153.282227
	Iteration 49Q: 3 clusters Score -403353.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -403366.750000 Penalty: 4153.282227
	Iteration 50Q: 3 clusters Score -403366.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -403382.656250 Penalty: 4153.282227
	Iteration 51Q: 3 clusters Score -403382.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -403398.187500 Penalty: 4153.282227
	Iteration 52Q: 3 clusters Score -403398.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -403413.406250 Penalty: 4153.282227
	Iteration 53Q: 3 clusters Score -403413.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -403424.656250 Penalty: 4153.282227
	Iteration 54Q: 3 clusters Score -403424.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -403433.687500 Penalty: 4153.282227
	Iteration 55Q: 3 clusters Score -403433.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -403445.937500 Penalty: 4153.282227
	Iteration 56Q: 3 clusters Score -403445.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -403455.343750 Penalty: 4153.282227
	Iteration 57Q: 3 clusters Score -403455.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -403461.500000 Penalty: 4153.282227
	Iteration 58Q: 3 clusters Score -403461.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -403468.875000 Penalty: 4153.282227
	Iteration 59Q: 3 clusters Score -403468.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -403471.781250 Penalty: 4153.282227
	Iteration 60F: 3 clusters Score -403471.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -403474.281250 Penalty: 4153.282227
	Iteration 61Q: 3 clusters Score -403474.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -403476.593750 Penalty: 4153.282227
	Iteration 62Q: 3 clusters Score -403476.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -403480.437500 Penalty: 4153.282227
	Iteration 63Q: 3 clusters Score -403480.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -403483.718750 Penalty: 4153.282227
	Iteration 64Q: 3 clusters Score -403483.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -403484.437500 Penalty: 4153.282227
	Iteration 65Q: 3 clusters Score -403484.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -403487.906250 Penalty: 4153.282227
	Iteration 66Q: 3 clusters Score -403487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -403489.781250 Penalty: 4153.282227
	Iteration 67Q: 3 clusters Score -403489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -403489.781250 Penalty: 4153.282227
	Iteration 68F: 3 clusters Score -403489.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (101381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101381 members 
Entering Unmasked Estep 
Score: -10000862.000000 Penalty: 2858.606934
	Iteration 0F: 2 clusters Score -1.000086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -9932936.000000 Penalty: 5717.213867
	Iteration 0F: 3 clusters Score -9932936 nChanged 47948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -9960492.000000 Penalty: 5717.213867
	Iteration 1F: 3 clusters Score -9960492 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -9961262.000000 Penalty: 5717.213867
	Iteration 2Q: 3 clusters Score -9961262 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -9962137.000000 Penalty: 5717.213867
	Iteration 3Q: 3 clusters Score -9962137 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -9963403.000000 Penalty: 5717.213867
	Iteration 4Q: 3 clusters Score -9963403 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -9965166.000000 Penalty: 5717.213867
	Iteration 5Q: 3 clusters Score -9965166 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 64998 members 
Entering Unmasked Estep 
Score: -9968174.000000 Penalty: 5717.213867
	Iteration 6F: 3 clusters Score -9968174 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -9972609.000000 Penalty: 5717.213867
	Iteration 7F: 3 clusters Score -9972609 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -9978375.000000 Penalty: 5717.213867
	Iteration 8F: 3 clusters Score -9978375 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 84987 members 
Entering Unmasked Estep 
Score: -9984375.000000 Penalty: 5717.213867
	Iteration 9F: 3 clusters Score -9984375 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 90845 members 
Entering Unmasked Estep 
Score: -9989602.000000 Penalty: 5717.213867
	Iteration 10F: 3 clusters Score -9989602 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 95039 members 
Entering Unmasked Estep 
Score: -9993298.000000 Penalty: 5717.213867
	Iteration 11Q: 3 clusters Score -9993298 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 97690 members 
Entering Unmasked Estep 
Score: -9995632.000000 Penalty: 5717.213867
	Iteration 12Q: 3 clusters Score -9995632 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 99155 members 
Entering Unmasked Estep 
Score: -9996736.000000 Penalty: 5717.213867
	Iteration 13Q: 3 clusters Score -9996736 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 99980 members 
Entering Unmasked Estep 
Score: -9997378.000000 Penalty: 5717.213867
	Iteration 14Q: 3 clusters Score -9997378 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 100415 members 
Entering Unmasked Estep 
Score: -9997847.000000 Penalty: 5717.213867
	Iteration 15Q: 3 clusters Score -9997847 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -9998034.000000 Penalty: 5717.213867
	Iteration 16Q: 3 clusters Score -9998034 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 100736 members 
Entering Unmasked Estep 
Score: -9998160.000000 Penalty: 5717.213867
	Iteration 17Q: 3 clusters Score -9998160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 100793 members 
Entering Unmasked Estep 
Score: -9998207.000000 Penalty: 5717.213867
	Iteration 18Q: 3 clusters Score -9998207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 100840 members 
Entering Unmasked Estep 
Score: -9998249.000000 Penalty: 5717.213867
	Iteration 19Q: 3 clusters Score -9998249 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 100870 members 
Entering Unmasked Estep 
Score: -9998288.000000 Penalty: 5717.213867
	Iteration 20F: 3 clusters Score -9998288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 100891 members 
Entering Unmasked Estep 
Score: -9998294.000000 Penalty: 5717.213867
	Iteration 21Q: 3 clusters Score -9998294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -9998321.000000 Penalty: 5717.213867
	Iteration 22Q: 3 clusters Score -9998321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 100917 members 
Entering Unmasked Estep 
Score: -9998325.000000 Penalty: 5717.213867
	Iteration 23Q: 3 clusters Score -9998325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 100922 members 
Entering Unmasked Estep 
Score: -9998336.000000 Penalty: 5717.213867
	Iteration 24Q: 3 clusters Score -9998336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 100928 members 
Entering Unmasked Estep 
Score: -9998341.000000 Penalty: 5717.213867
	Iteration 25Q: 3 clusters Score -9998341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 100930 members 
Entering Unmasked Estep 
Score: -9998350.000000 Penalty: 5717.213867
	Iteration 26Q: 3 clusters Score -9998350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 100933 members 
Entering Unmasked Estep 
Score: -9998362.000000 Penalty: 5717.213867
	Iteration 27Q: 3 clusters Score -9998362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 100936 members 
Entering Unmasked Estep 
Score: -9998364.000000 Penalty: 5717.213867
	Iteration 28Q: 3 clusters Score -9998364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -9998374.000000 Penalty: 5717.213867
	Iteration 29Q: 3 clusters Score -9998374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 100940 members 
Entering Unmasked Estep 
Score: -9998371.000000 Penalty: 5717.213867
	Iteration 30Q: 3 clusters Score -9998371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 100939 members 
Entering Unmasked Estep 
Score: -9998374.000000 Penalty: 5717.213867
	Iteration 31Q: 3 clusters Score -9998374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 100940 members 
Entering Unmasked Estep 
Score: -9998379.000000 Penalty: 5717.213867
	Iteration 32Q: 3 clusters Score -9998379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 100940 members 
Entering Unmasked Estep 
Score: -9998379.000000 Penalty: 5717.213867
	Iteration 33F: 3 clusters Score -9998379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Entering Unmasked Estep 
Score: -1140459.875000 Penalty: 2331.888916
	Iteration 0F: 2 clusters Score -1140460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1131411.000000 Penalty: 4663.777832
	Iteration 0F: 3 clusters Score -1131411 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1134190.500000 Penalty: 4663.777832
	Iteration 1F: 3 clusters Score -1134190 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1134531.625000 Penalty: 4663.777832
	Iteration 2F: 3 clusters Score -1134532 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1134794.750000 Penalty: 4663.777832
	Iteration 3Q: 3 clusters Score -1134795 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1135033.000000 Penalty: 4663.777832
	Iteration 4Q: 3 clusters Score -1135033 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1135293.875000 Penalty: 4663.777832
	Iteration 5Q: 3 clusters Score -1135294 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1135556.250000 Penalty: 4663.777832
	Iteration 6Q: 3 clusters Score -1135556 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1135840.000000 Penalty: 4663.777832
	Iteration 7Q: 3 clusters Score -1135840 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1136112.875000 Penalty: 4663.777832
	Iteration 8Q: 3 clusters Score -1136113 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1136363.750000 Penalty: 4663.777832
	Iteration 9Q: 3 clusters Score -1136364 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1136604.750000 Penalty: 4663.777832
	Iteration 10Q: 3 clusters Score -1136605 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1136832.875000 Penalty: 4663.777832
	Iteration 11Q: 3 clusters Score -1136833 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1137049.375000 Penalty: 4663.777832
	Iteration 12Q: 3 clusters Score -1137049 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1137266.125000 Penalty: 4663.777832
	Iteration 13Q: 3 clusters Score -1137266 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1137456.125000 Penalty: 4663.777832
	Iteration 14Q: 3 clusters Score -1137456 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1137634.875000 Penalty: 4663.777832
	Iteration 15Q: 3 clusters Score -1137635 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1137796.375000 Penalty: 4663.777832
	Iteration 16Q: 3 clusters Score -1137796 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1137935.875000 Penalty: 4663.777832
	Iteration 17Q: 3 clusters Score -1137936 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1138049.250000 Penalty: 4663.777832
	Iteration 18Q: 3 clusters Score -1138049 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1138142.500000 Penalty: 4663.777832
	Iteration 19Q: 3 clusters Score -1138142 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1138223.375000 Penalty: 4663.777832
	Iteration 20F: 3 clusters Score -1138223 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1138285.125000 Penalty: 4663.777832
	Iteration 21Q: 3 clusters Score -1138285 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1138331.875000 Penalty: 4663.777832
	Iteration 22Q: 3 clusters Score -1138332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1138383.250000 Penalty: 4663.777832
	Iteration 23Q: 3 clusters Score -1138383 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1138413.750000 Penalty: 4663.777832
	Iteration 24Q: 3 clusters Score -1138414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1138441.625000 Penalty: 4663.777832
	Iteration 25Q: 3 clusters Score -1138442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1138469.250000 Penalty: 4663.777832
	Iteration 26Q: 3 clusters Score -1138469 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1138504.000000 Penalty: 4663.777832
	Iteration 27Q: 3 clusters Score -1138504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1138526.500000 Penalty: 4663.777832
	Iteration 28Q: 3 clusters Score -1138526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1138547.875000 Penalty: 4663.777832
	Iteration 29Q: 3 clusters Score -1138548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1138561.000000 Penalty: 4663.777832
	Iteration 30Q: 3 clusters Score -1138561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1138575.000000 Penalty: 4663.777832
	Iteration 31Q: 3 clusters Score -1138575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1138584.875000 Penalty: 4663.777832
	Iteration 32Q: 3 clusters Score -1138585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1138598.625000 Penalty: 4663.777832
	Iteration 33Q: 3 clusters Score -1138599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1138607.375000 Penalty: 4663.777832
	Iteration 34Q: 3 clusters Score -1138607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1138615.000000 Penalty: 4663.777832
	Iteration 35Q: 3 clusters Score -1138615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1138619.375000 Penalty: 4663.777832
	Iteration 36Q: 3 clusters Score -1138619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1138619.875000 Penalty: 4663.777832
	Iteration 37Q: 3 clusters Score -1138620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1138620.125000 Penalty: 4663.777832
	Iteration 38Q: 3 clusters Score -1138620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1138621.000000 Penalty: 4663.777832
	Iteration 39Q: 3 clusters Score -1138621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1138625.750000 Penalty: 4663.777832
	Iteration 40F: 3 clusters Score -1138626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1138632.500000 Penalty: 4663.777832
	Iteration 41Q: 3 clusters Score -1138632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1138640.375000 Penalty: 4663.777832
	Iteration 42Q: 3 clusters Score -1138640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1138640.875000 Penalty: 4663.777832
	Iteration 43Q: 3 clusters Score -1138641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1138645.500000 Penalty: 4663.777832
	Iteration 44Q: 3 clusters Score -1138646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1138648.250000 Penalty: 4663.777832
	Iteration 45Q: 3 clusters Score -1138648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1138649.500000 Penalty: 4663.777832
	Iteration 46Q: 3 clusters Score -1138650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1138648.875000 Penalty: 4663.777832
	Iteration 47Q: 3 clusters Score -1138649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1138648.875000 Penalty: 4663.777832
	Iteration 48F: 3 clusters Score -1138649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Entering Unmasked Estep 
Score: -797162.437500 Penalty: 2229.041748
	Iteration 0F: 2 clusters Score -797162.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -790765.125000 Penalty: 4458.083496
	Iteration 0F: 3 clusters Score -790765.1 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -792517.937500 Penalty: 4458.083496
	Iteration 1F: 3 clusters Score -792517.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -792758.125000 Penalty: 4458.083496
	Iteration 2F: 3 clusters Score -792758.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -792925.375000 Penalty: 4458.083496
	Iteration 3Q: 3 clusters Score -792925.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -793073.187500 Penalty: 4458.083496
	Iteration 4Q: 3 clusters Score -793073.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -793166.875000 Penalty: 4458.083496
	Iteration 5Q: 3 clusters Score -793166.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -793252.062500 Penalty: 4458.083496
	Iteration 6Q: 3 clusters Score -793252.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -793336.000000 Penalty: 4458.083496
	Iteration 7Q: 3 clusters Score -793336 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -793403.250000 Penalty: 4458.083496
	Iteration 8Q: 3 clusters Score -793403.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -793455.125000 Penalty: 4458.083496
	Iteration 9Q: 3 clusters Score -793455.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -793503.937500 Penalty: 4458.083496
	Iteration 10Q: 3 clusters Score -793503.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -793557.625000 Penalty: 4458.083496
	Iteration 11Q: 3 clusters Score -793557.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -793609.250000 Penalty: 4458.083496
	Iteration 12Q: 3 clusters Score -793609.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -793676.312500 Penalty: 4458.083496
	Iteration 13Q: 3 clusters Score -793676.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -793748.062500 Penalty: 4458.083496
	Iteration 14Q: 3 clusters Score -793748.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -793820.812500 Penalty: 4458.083496
	Iteration 15Q: 3 clusters Score -793820.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -793897.062500 Penalty: 4458.083496
	Iteration 16Q: 3 clusters Score -793897.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -793970.437500 Penalty: 4458.083496
	Iteration 17Q: 3 clusters Score -793970.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -794044.000000 Penalty: 4458.083496
	Iteration 18Q: 3 clusters Score -794044 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -794123.000000 Penalty: 4458.083496
	Iteration 19Q: 3 clusters Score -794123 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -794212.750000 Penalty: 4458.083496
	Iteration 20F: 3 clusters Score -794212.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -794298.125000 Penalty: 4458.083496
	Iteration 21Q: 3 clusters Score -794298.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -794365.375000 Penalty: 4458.083496
	Iteration 22Q: 3 clusters Score -794365.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -794439.062500 Penalty: 4458.083496
	Iteration 23Q: 3 clusters Score -794439.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -794502.062500 Penalty: 4458.083496
	Iteration 24Q: 3 clusters Score -794502.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -794565.250000 Penalty: 4458.083496
	Iteration 25Q: 3 clusters Score -794565.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -794626.750000 Penalty: 4458.083496
	Iteration 26Q: 3 clusters Score -794626.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -794681.875000 Penalty: 4458.083496
	Iteration 27Q: 3 clusters Score -794681.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -794716.625000 Penalty: 4458.083496
	Iteration 28Q: 3 clusters Score -794716.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -794742.750000 Penalty: 4458.083496
	Iteration 29Q: 3 clusters Score -794742.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -794766.750000 Penalty: 4458.083496
	Iteration 30Q: 3 clusters Score -794766.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -794788.875000 Penalty: 4458.083496
	Iteration 31Q: 3 clusters Score -794788.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -794799.812500 Penalty: 4458.083496
	Iteration 32Q: 3 clusters Score -794799.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -794813.312500 Penalty: 4458.083496
	Iteration 33Q: 3 clusters Score -794813.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -794823.312500 Penalty: 4458.083496
	Iteration 34Q: 3 clusters Score -794823.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -794831.625000 Penalty: 4458.083496
	Iteration 35Q: 3 clusters Score -794831.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -794839.812500 Penalty: 4458.083496
	Iteration 36Q: 3 clusters Score -794839.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -794848.375000 Penalty: 4458.083496
	Iteration 37Q: 3 clusters Score -794848.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -794852.187500 Penalty: 4458.083496
	Iteration 38Q: 3 clusters Score -794852.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -794859.750000 Penalty: 4458.083496
	Iteration 39Q: 3 clusters Score -794859.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -794864.187500 Penalty: 4458.083496
	Iteration 40F: 3 clusters Score -794864.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -794869.687500 Penalty: 4458.083496
	Iteration 41Q: 3 clusters Score -794869.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -794876.125000 Penalty: 4458.083496
	Iteration 42Q: 3 clusters Score -794876.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -794880.062500 Penalty: 4458.083496
	Iteration 43Q: 3 clusters Score -794880.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -794884.125000 Penalty: 4458.083496
	Iteration 44Q: 3 clusters Score -794884.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -794888.000000 Penalty: 4458.083496
	Iteration 45Q: 3 clusters Score -794888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -794893.687500 Penalty: 4458.083496
	Iteration 46Q: 3 clusters Score -794893.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -794897.562500 Penalty: 4458.083496
	Iteration 47Q: 3 clusters Score -794897.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -794902.750000 Penalty: 4458.083496
	Iteration 48Q: 3 clusters Score -794902.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -794906.375000 Penalty: 4458.083496
	Iteration 49Q: 3 clusters Score -794906.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -794913.062500 Penalty: 4458.083496
	Iteration 50Q: 3 clusters Score -794913.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -794916.812500 Penalty: 4458.083496
	Iteration 51Q: 3 clusters Score -794916.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -794919.812500 Penalty: 4458.083496
	Iteration 52Q: 3 clusters Score -794919.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -794927.812500 Penalty: 4458.083496
	Iteration 53Q: 3 clusters Score -794927.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -794931.625000 Penalty: 4458.083496
	Iteration 54Q: 3 clusters Score -794931.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -794938.125000 Penalty: 4458.083496
	Iteration 55Q: 3 clusters Score -794938.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -794945.875000 Penalty: 4458.083496
	Iteration 56Q: 3 clusters Score -794945.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -794956.250000 Penalty: 4458.083496
	Iteration 57Q: 3 clusters Score -794956.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -794961.937500 Penalty: 4458.083496
	Iteration 58Q: 3 clusters Score -794961.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -794966.562500 Penalty: 4458.083496
	Iteration 59Q: 3 clusters Score -794966.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -794970.500000 Penalty: 4458.083496
	Iteration 60F: 3 clusters Score -794970.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -794976.437500 Penalty: 4458.083496
	Iteration 61Q: 3 clusters Score -794976.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -794978.500000 Penalty: 4458.083496
	Iteration 62Q: 3 clusters Score -794978.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -794982.000000 Penalty: 4458.083496
	Iteration 63Q: 3 clusters Score -794982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -794988.500000 Penalty: 4458.083496
	Iteration 64Q: 3 clusters Score -794988.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -794989.250000 Penalty: 4458.083496
	Iteration 65Q: 3 clusters Score -794989.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -794998.312500 Penalty: 4458.083496
	Iteration 66Q: 3 clusters Score -794998.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -795003.187500 Penalty: 4458.083496
	Iteration 67Q: 3 clusters Score -795003.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -795009.687500 Penalty: 4458.083496
	Iteration 68Q: 3 clusters Score -795009.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -795019.937500 Penalty: 4458.083496
	Iteration 69Q: 3 clusters Score -795019.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -795025.000000 Penalty: 4458.083496
	Iteration 70Q: 3 clusters Score -795025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -795031.625000 Penalty: 4458.083496
	Iteration 71Q: 3 clusters Score -795031.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -795035.812500 Penalty: 4458.083496
	Iteration 72Q: 3 clusters Score -795035.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -795039.250000 Penalty: 4458.083496
	Iteration 73Q: 3 clusters Score -795039.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -795042.687500 Penalty: 4458.083496
	Iteration 74Q: 3 clusters Score -795042.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -795045.937500 Penalty: 4458.083496
	Iteration 75Q: 3 clusters Score -795045.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -795051.937500 Penalty: 4458.083496
	Iteration 76Q: 3 clusters Score -795051.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -795051.312500 Penalty: 4458.083496
	Iteration 77Q: 3 clusters Score -795051.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -795052.125000 Penalty: 4458.083496
	Iteration 78Q: 3 clusters Score -795052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -795051.750000 Penalty: 4458.083496
	Iteration 79Q: 3 clusters Score -795051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -795052.500000 Penalty: 4458.083496
	Iteration 80F: 3 clusters Score -795052.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -795053.437500 Penalty: 4458.083496
	Iteration 81Q: 3 clusters Score -795053.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -795053.437500 Penalty: 4458.083496
	Iteration 82F: 3 clusters Score -795053.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -177496.234375 Penalty: 1889.813354
	Iteration 0F: 2 clusters Score -177496.2 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 1004 members 
Entering Unmasked Estep 
Score: -174930.296875 Penalty: 3779.626709
	Iteration 0F: 3 clusters Score -174930.3 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -175428.406250 Penalty: 3779.626709
	Iteration 1F: 3 clusters Score -175428.4 nChanged 149
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: -175565.031250 Penalty: 3779.626709
	Iteration 2F: 3 clusters Score -175565 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -175689.234375 Penalty: 3779.626709
	Iteration 3Q: 3 clusters Score -175689.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -175819.890625 Penalty: 3779.626709
	Iteration 4Q: 3 clusters Score -175819.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -175954.062500 Penalty: 3779.626709
	Iteration 5Q: 3 clusters Score -175954.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -176072.203125 Penalty: 3779.626709
	Iteration 6Q: 3 clusters Score -176072.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -176152.156250 Penalty: 3779.626709
	Iteration 7Q: 3 clusters Score -176152.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -176210.062500 Penalty: 3779.626709
	Iteration 8Q: 3 clusters Score -176210.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -176252.843750 Penalty: 3779.626709
	Iteration 9Q: 3 clusters Score -176252.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -176296.375000 Penalty: 3779.626709
	Iteration 10Q: 3 clusters Score -176296.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -176321.250000 Penalty: 3779.626709
	Iteration 11Q: 3 clusters Score -176321.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -176341.546875 Penalty: 3779.626709
	Iteration 12Q: 3 clusters Score -176341.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -176361.796875 Penalty: 3779.626709
	Iteration 13Q: 3 clusters Score -176361.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -176377.093750 Penalty: 3779.626709
	Iteration 14Q: 3 clusters Score -176377.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -176391.968750 Penalty: 3779.626709
	Iteration 15Q: 3 clusters Score -176392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -176407.500000 Penalty: 3779.626709
	Iteration 16Q: 3 clusters Score -176407.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -176420.250000 Penalty: 3779.626709
	Iteration 17Q: 3 clusters Score -176420.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -176430.062500 Penalty: 3779.626709
	Iteration 18Q: 3 clusters Score -176430.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -176436.031250 Penalty: 3779.626709
	Iteration 19Q: 3 clusters Score -176436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -176440.796875 Penalty: 3779.626709
	Iteration 20F: 3 clusters Score -176440.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -176448.968750 Penalty: 3779.626709
	Iteration 21Q: 3 clusters Score -176449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -176455.640625 Penalty: 3779.626709
	Iteration 22Q: 3 clusters Score -176455.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -176461.359375 Penalty: 3779.626709
	Iteration 23Q: 3 clusters Score -176461.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -176464.781250 Penalty: 3779.626709
	Iteration 24Q: 3 clusters Score -176464.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -176466.703125 Penalty: 3779.626709
	Iteration 25Q: 3 clusters Score -176466.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -176469.203125 Penalty: 3779.626709
	Iteration 26Q: 3 clusters Score -176469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -176470.015625 Penalty: 3779.626709
	Iteration 27Q: 3 clusters Score -176470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -176471.265625 Penalty: 3779.626709
	Iteration 28Q: 3 clusters Score -176471.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -176473.484375 Penalty: 3779.626709
	Iteration 29Q: 3 clusters Score -176473.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -176478.093750 Penalty: 3779.626709
	Iteration 30Q: 3 clusters Score -176478.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -176480.671875 Penalty: 3779.626709
	Iteration 31Q: 3 clusters Score -176480.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -176481.906250 Penalty: 3779.626709
	Iteration 32Q: 3 clusters Score -176481.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -176482.828125 Penalty: 3779.626709
	Iteration 33Q: 3 clusters Score -176482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -176484.296875 Penalty: 3779.626709
	Iteration 34Q: 3 clusters Score -176484.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -176485.531250 Penalty: 3779.626709
	Iteration 35Q: 3 clusters Score -176485.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -176486.937500 Penalty: 3779.626709
	Iteration 36Q: 3 clusters Score -176486.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -176488.859375 Penalty: 3779.626709
	Iteration 37Q: 3 clusters Score -176488.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -176490.062500 Penalty: 3779.626709
	Iteration 38Q: 3 clusters Score -176490.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -176490.062500 Penalty: 3779.626709
	Iteration 39F: 3 clusters Score -176490.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Entering Unmasked Estep 
Score: -383435.281250 Penalty: 2095.437012
	Iteration 0F: 2 clusters Score -383435.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -379154.656250 Penalty: 4190.874023
	Iteration 0F: 3 clusters Score -379154.7 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -380311.625000 Penalty: 4190.874023
	Iteration 1F: 3 clusters Score -380311.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -380634.093750 Penalty: 4190.874023
	Iteration 2F: 3 clusters Score -380634.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -380926.593750 Penalty: 4190.874023
	Iteration 3F: 3 clusters Score -380926.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -381242.062500 Penalty: 4190.874023
	Iteration 4F: 3 clusters Score -381242.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -381501.875000 Penalty: 4190.874023
	Iteration 5F: 3 clusters Score -381501.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -381729.000000 Penalty: 4190.874023
	Iteration 6F: 3 clusters Score -381729 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -381900.156250 Penalty: 4190.874023
	Iteration 7Q: 3 clusters Score -381900.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -382041.000000 Penalty: 4190.874023
	Iteration 8Q: 3 clusters Score -382041 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -382148.500000 Penalty: 4190.874023
	Iteration 9Q: 3 clusters Score -382148.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -382220.062500 Penalty: 4190.874023
	Iteration 10Q: 3 clusters Score -382220.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -382266.656250 Penalty: 4190.874023
	Iteration 11Q: 3 clusters Score -382266.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -382300.750000 Penalty: 4190.874023
	Iteration 12Q: 3 clusters Score -382300.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -382323.343750 Penalty: 4190.874023
	Iteration 13Q: 3 clusters Score -382323.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -382345.312500 Penalty: 4190.874023
	Iteration 14Q: 3 clusters Score -382345.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -382361.531250 Penalty: 4190.874023
	Iteration 15Q: 3 clusters Score -382361.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -382376.281250 Penalty: 4190.874023
	Iteration 16Q: 3 clusters Score -382376.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -382392.062500 Penalty: 4190.874023
	Iteration 17Q: 3 clusters Score -382392.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -382404.187500 Penalty: 4190.874023
	Iteration 18Q: 3 clusters Score -382404.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -382409.781250 Penalty: 4190.874023
	Iteration 19Q: 3 clusters Score -382409.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -382415.156250 Penalty: 4190.874023
	Iteration 20F: 3 clusters Score -382415.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -382419.468750 Penalty: 4190.874023
	Iteration 21Q: 3 clusters Score -382419.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -382422.500000 Penalty: 4190.874023
	Iteration 22Q: 3 clusters Score -382422.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -382424.750000 Penalty: 4190.874023
	Iteration 23Q: 3 clusters Score -382424.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -382427.562500 Penalty: 4190.874023
	Iteration 24Q: 3 clusters Score -382427.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -382432.750000 Penalty: 4190.874023
	Iteration 25Q: 3 clusters Score -382432.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -382435.000000 Penalty: 4190.874023
	Iteration 26Q: 3 clusters Score -382435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -382440.312500 Penalty: 4190.874023
	Iteration 27Q: 3 clusters Score -382440.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -382443.343750 Penalty: 4190.874023
	Iteration 28Q: 3 clusters Score -382443.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -382446.468750 Penalty: 4190.874023
	Iteration 29Q: 3 clusters Score -382446.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -382451.531250 Penalty: 4190.874023
	Iteration 30Q: 3 clusters Score -382451.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -382455.937500 Penalty: 4190.874023
	Iteration 31Q: 3 clusters Score -382455.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -382463.093750 Penalty: 4190.874023
	Iteration 32Q: 3 clusters Score -382463.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -382471.062500 Penalty: 4190.874023
	Iteration 33Q: 3 clusters Score -382471.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -382477.187500 Penalty: 4190.874023
	Iteration 34Q: 3 clusters Score -382477.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -382479.968750 Penalty: 4190.874023
	Iteration 35Q: 3 clusters Score -382480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -382482.000000 Penalty: 4190.874023
	Iteration 36Q: 3 clusters Score -382482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -382484.843750 Penalty: 4190.874023
	Iteration 37Q: 3 clusters Score -382484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -382488.187500 Penalty: 4190.874023
	Iteration 38Q: 3 clusters Score -382488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -382488.500000 Penalty: 4190.874023
	Iteration 39Q: 3 clusters Score -382488.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -382489.875000 Penalty: 4190.874023
	Iteration 40F: 3 clusters Score -382489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -382490.062500 Penalty: 4190.874023
	Iteration 41Q: 3 clusters Score -382490.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -382491.906250 Penalty: 4190.874023
	Iteration 42Q: 3 clusters Score -382491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -382491.937500 Penalty: 4190.874023
	Iteration 43Q: 3 clusters Score -382491.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -382492.906250 Penalty: 4190.874023
	Iteration 44Q: 3 clusters Score -382492.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -382494.500000 Penalty: 4190.874023
	Iteration 45Q: 3 clusters Score -382494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -382497.093750 Penalty: 4190.874023
	Iteration 46Q: 3 clusters Score -382497.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -382498.968750 Penalty: 4190.874023
	Iteration 47Q: 3 clusters Score -382499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -382501.843750 Penalty: 4190.874023
	Iteration 48Q: 3 clusters Score -382501.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -382503.281250 Penalty: 4190.874023
	Iteration 49Q: 3 clusters Score -382503.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -382503.781250 Penalty: 4190.874023
	Iteration 50Q: 3 clusters Score -382503.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -382504.687500 Penalty: 4190.874023
	Iteration 51Q: 3 clusters Score -382504.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -382505.156250 Penalty: 4190.874023
	Iteration 52Q: 3 clusters Score -382505.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -382506.281250 Penalty: 4190.874023
	Iteration 53Q: 3 clusters Score -382506.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -382506.281250 Penalty: 4190.874023
	Iteration 54F: 3 clusters Score -382506.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Entering Unmasked Estep 
Score: -1474323.625000 Penalty: 2393.554688
	Iteration 0F: 2 clusters Score -1474324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1463063.625000 Penalty: 4787.109375
	Iteration 0F: 3 clusters Score -1463064 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1466615.125000 Penalty: 4787.109375
	Iteration 1F: 3 clusters Score -1466615 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1467084.250000 Penalty: 4787.109375
	Iteration 2F: 3 clusters Score -1467084 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1467588.000000 Penalty: 4787.109375
	Iteration 3F: 3 clusters Score -1467588 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1468205.625000 Penalty: 4787.109375
	Iteration 4F: 3 clusters Score -1468206 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1469054.750000 Penalty: 4787.109375
	Iteration 5F: 3 clusters Score -1469055 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1469935.250000 Penalty: 4787.109375
	Iteration 6F: 3 clusters Score -1469935 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1470651.500000 Penalty: 4787.109375
	Iteration 7F: 3 clusters Score -1470652 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1471175.625000 Penalty: 4787.109375
	Iteration 8Q: 3 clusters Score -1471176 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1471523.125000 Penalty: 4787.109375
	Iteration 9Q: 3 clusters Score -1471523 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1471752.750000 Penalty: 4787.109375
	Iteration 10Q: 3 clusters Score -1471753 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1471914.000000 Penalty: 4787.109375
	Iteration 11Q: 3 clusters Score -1471914 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1472052.750000 Penalty: 4787.109375
	Iteration 12Q: 3 clusters Score -1472053 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1472151.750000 Penalty: 4787.109375
	Iteration 13Q: 3 clusters Score -1472152 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1472234.500000 Penalty: 4787.109375
	Iteration 14Q: 3 clusters Score -1472234 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1472312.625000 Penalty: 4787.109375
	Iteration 15Q: 3 clusters Score -1472313 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1472388.000000 Penalty: 4787.109375
	Iteration 16Q: 3 clusters Score -1472388 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1472476.250000 Penalty: 4787.109375
	Iteration 17Q: 3 clusters Score -1472476 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1472552.500000 Penalty: 4787.109375
	Iteration 18Q: 3 clusters Score -1472552 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1472624.000000 Penalty: 4787.109375
	Iteration 19Q: 3 clusters Score -1472624 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1472695.625000 Penalty: 4787.109375
	Iteration 20F: 3 clusters Score -1472696 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1472739.750000 Penalty: 4787.109375
	Iteration 21Q: 3 clusters Score -1472740 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1472781.125000 Penalty: 4787.109375
	Iteration 22Q: 3 clusters Score -1472781 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1472817.375000 Penalty: 4787.109375
	Iteration 23Q: 3 clusters Score -1472817 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1472849.750000 Penalty: 4787.109375
	Iteration 24Q: 3 clusters Score -1472850 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1472882.000000 Penalty: 4787.109375
	Iteration 25Q: 3 clusters Score -1472882 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1472915.250000 Penalty: 4787.109375
	Iteration 26Q: 3 clusters Score -1472915 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1472936.375000 Penalty: 4787.109375
	Iteration 27Q: 3 clusters Score -1472936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1472947.000000 Penalty: 4787.109375
	Iteration 28Q: 3 clusters Score -1472947 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1472968.000000 Penalty: 4787.109375
	Iteration 29Q: 3 clusters Score -1472968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1472982.375000 Penalty: 4787.109375
	Iteration 30Q: 3 clusters Score -1472982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1472991.375000 Penalty: 4787.109375
	Iteration 31Q: 3 clusters Score -1472991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1473005.875000 Penalty: 4787.109375
	Iteration 32Q: 3 clusters Score -1473006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1473019.500000 Penalty: 4787.109375
	Iteration 33Q: 3 clusters Score -1473020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1473033.625000 Penalty: 4787.109375
	Iteration 34Q: 3 clusters Score -1473034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1473041.250000 Penalty: 4787.109375
	Iteration 35Q: 3 clusters Score -1473041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1473051.125000 Penalty: 4787.109375
	Iteration 36Q: 3 clusters Score -1473051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1473051.750000 Penalty: 4787.109375
	Iteration 37Q: 3 clusters Score -1473052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1473060.000000 Penalty: 4787.109375
	Iteration 38Q: 3 clusters Score -1473060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1473061.875000 Penalty: 4787.109375
	Iteration 39Q: 3 clusters Score -1473062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1473063.750000 Penalty: 4787.109375
	Iteration 40F: 3 clusters Score -1473064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1473069.375000 Penalty: 4787.109375
	Iteration 41Q: 3 clusters Score -1473069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1473072.375000 Penalty: 4787.109375
	Iteration 42Q: 3 clusters Score -1473072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1473069.125000 Penalty: 4787.109375
	Iteration 43Q: 3 clusters Score -1473069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1473077.000000 Penalty: 4787.109375
	Iteration 44Q: 3 clusters Score -1473077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1473078.375000 Penalty: 4787.109375
	Iteration 45Q: 3 clusters Score -1473078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1473081.875000 Penalty: 4787.109375
	Iteration 46Q: 3 clusters Score -1473082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1473084.875000 Penalty: 4787.109375
	Iteration 47Q: 3 clusters Score -1473085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1473086.500000 Penalty: 4787.109375
	Iteration 48Q: 3 clusters Score -1473086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1473089.000000 Penalty: 4787.109375
	Iteration 49Q: 3 clusters Score -1473089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1473098.375000 Penalty: 4787.109375
	Iteration 50Q: 3 clusters Score -1473098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1473098.375000 Penalty: 4787.109375
	Iteration 51Q: 3 clusters Score -1473098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1473097.125000 Penalty: 4787.109375
	Iteration 52Q: 3 clusters Score -1473097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1473099.875000 Penalty: 4787.109375
	Iteration 53Q: 3 clusters Score -1473100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1473098.125000 Penalty: 4787.109375
	Iteration 54Q: 3 clusters Score -1473098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1473100.125000 Penalty: 4787.109375
	Iteration 55Q: 3 clusters Score -1473100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1473102.875000 Penalty: 4787.109375
	Iteration 56Q: 3 clusters Score -1473103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1473104.000000 Penalty: 4787.109375
	Iteration 57Q: 3 clusters Score -1473104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1473104.625000 Penalty: 4787.109375
	Iteration 58Q: 3 clusters Score -1473105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1473104.750000 Penalty: 4787.109375
	Iteration 59Q: 3 clusters Score -1473105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1473108.000000 Penalty: 4787.109375
	Iteration 60F: 3 clusters Score -1473108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1473110.375000 Penalty: 4787.109375
	Iteration 61Q: 3 clusters Score -1473110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1473105.875000 Penalty: 4787.109375
	Iteration 62Q: 3 clusters Score -1473106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1473107.500000 Penalty: 4787.109375
	Iteration 63Q: 3 clusters Score -1473108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1473111.500000 Penalty: 4787.109375
	Iteration 64Q: 3 clusters Score -1473112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1473111.875000 Penalty: 4787.109375
	Iteration 65Q: 3 clusters Score -1473112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1473113.125000 Penalty: 4787.109375
	Iteration 66Q: 3 clusters Score -1473113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1473111.375000 Penalty: 4787.109375
	Iteration 67Q: 3 clusters Score -1473111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1473111.375000 Penalty: 4787.109375
	Iteration 68F: 3 clusters Score -1473111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Entering Unmasked Estep 
Score: -3333316.250000 Penalty: 2609.927979
	Iteration 0F: 2 clusters Score -3333316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -3307954.750000 Penalty: 5219.855957
	Iteration 0F: 3 clusters Score -3307955 nChanged 16958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3317572.750000 Penalty: 5219.855957
	Iteration 1F: 3 clusters Score -3317573 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3318289.500000 Penalty: 5219.855957
	Iteration 2F: 3 clusters Score -3318290 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3319076.500000 Penalty: 5219.855957
	Iteration 3Q: 3 clusters Score -3319076 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -3319944.000000 Penalty: 5219.855957
	Iteration 4Q: 3 clusters Score -3319944 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -3320966.750000 Penalty: 5219.855957
	Iteration 5F: 3 clusters Score -3320967 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -3322280.000000 Penalty: 5219.855957
	Iteration 6F: 3 clusters Score -3322280 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -3323877.250000 Penalty: 5219.855957
	Iteration 7F: 3 clusters Score -3323877 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3325678.500000 Penalty: 5219.855957
	Iteration 8F: 3 clusters Score -3325678 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3327353.250000 Penalty: 5219.855957
	Iteration 9F: 3 clusters Score -3327353 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3328414.500000 Penalty: 5219.855957
	Iteration 10Q: 3 clusters Score -3328414 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3328941.500000 Penalty: 5219.855957
	Iteration 11Q: 3 clusters Score -3328942 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3329218.250000 Penalty: 5219.855957
	Iteration 12Q: 3 clusters Score -3329218 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3329396.250000 Penalty: 5219.855957
	Iteration 13Q: 3 clusters Score -3329396 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3329489.500000 Penalty: 5219.855957
	Iteration 14Q: 3 clusters Score -3329490 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -3329594.500000 Penalty: 5219.855957
	Iteration 15Q: 3 clusters Score -3329594 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -3329674.250000 Penalty: 5219.855957
	Iteration 16Q: 3 clusters Score -3329674 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3329708.250000 Penalty: 5219.855957
	Iteration 17Q: 3 clusters Score -3329708 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -3329749.500000 Penalty: 5219.855957
	Iteration 18Q: 3 clusters Score -3329750 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3329804.500000 Penalty: 5219.855957
	Iteration 19Q: 3 clusters Score -3329804 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -3329824.000000 Penalty: 5219.855957
	Iteration 20F: 3 clusters Score -3329824 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3329852 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -3329871.250000 Penalty: 5219.855957
	Iteration 22Q: 3 clusters Score -3329871 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3329887 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -3329902.000000 Penalty: 5219.855957
	Iteration 24Q: 3 clusters Score -3329902 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3329928 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3329948 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3329963 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3329966 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3329976 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3329984.250000 Penalty: 5219.855957
	Iteration 30Q: 3 clusters Score -3329984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3329980.000000 Penalty: 5219.855957
	Iteration 31Q: 3 clusters Score -3329980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3329985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3329986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3329993 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3329995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -3330000.250000 Penalty: 5219.855957
	Iteration 36Q: 3 clusters Score -3330000 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3330012.250000 Penalty: 5219.855957
	Iteration 37Q: 3 clusters Score -3330012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3330023.000000 Penalty: 5219.855957
	Iteration 38Q: 3 clusters Score -3330023 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -3330031.250000 Penalty: 5219.855957
	Iteration 39Q: 3 clusters Score -3330031 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3330032.250000 Penalty: 5219.855957
	Iteration 40F: 3 clusters Score -3330032 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -3330035.750000 Penalty: 5219.855957
	Iteration 41Q: 3 clusters Score -3330036 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -3330050.500000 Penalty: 5219.855957
	Iteration 42Q: 3 clusters Score -3330050 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3330053 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3330061 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3330072 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3330075 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3330093 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3330098 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3330127 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -3330140.750000 Penalty: 5219.855957
	Iteration 50Q: 3 clusters Score -3330141 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3330155 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3330155 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3330172 nChanged 91
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Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3330194 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -3330215.500000 Penalty: 5219.855957
	Iteration 55Q: 3 clusters Score -3330216 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -3330214.000000 Penalty: 5219.855957
	Iteration 56Q: 3 clusters Score -3330214 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3330235.250000 Penalty: 5219.855957
	Iteration 57Q: 3 clusters Score -3330235 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -3330239.250000 Penalty: 5219.855957
	Iteration 58Q: 3 clusters Score -3330239 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -3330251.000000 Penalty: 5219.855957
	Iteration 59Q: 3 clusters Score -3330251 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3330279.500000 Penalty: 5219.855957
	Iteration 60F: 3 clusters Score -3330280 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -3330293.750000 Penalty: 5219.855957
	Iteration 61Q: 3 clusters Score -3330294 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3330298 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -3330317.000000 Penalty: 5219.855957
	Iteration 63Q: 3 clusters Score -3330317 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -3330333.250000 Penalty: 5219.855957
	Iteration 64Q: 3 clusters Score -3330333 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -3330356.000000 Penalty: 5219.855957
	Iteration 65Q: 3 clusters Score -3330356 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3330383 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3330417 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -3330454.500000 Penalty: 5219.855957
	Iteration 68Q: 3 clusters Score -3330454 nChanged 134
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Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -3330475.000000 Penalty: 5219.855957
	Iteration 69Q: 3 clusters Score -3330475 nChanged 130
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Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 30046 members 
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	Iteration 70Q: 3 clusters Score -3330519 nChanged 153
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Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3330558 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 30314 members 
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	Iteration 72Q: 3 clusters Score -3330587 nChanged 137
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Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3330618 nChanged 150
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Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 30579 members 
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	Iteration 74Q: 3 clusters Score -3330675 nChanged 159
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Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3330726 nChanged 196
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Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 30908 members 
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	Iteration 76Q: 3 clusters Score -3330783 nChanged 201
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Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 31077 members 
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	Iteration 77Q: 3 clusters Score -3330856 nChanged 211
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Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 31264 members 
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	Iteration 78Q: 3 clusters Score -3330952 nChanged 213
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Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 31449 members 
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	Iteration 79Q: 3 clusters Score -3331027 nChanged 209
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Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 31622 members 
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	Iteration 80F: 3 clusters Score -3331132 nChanged 228
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Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 31812 members 
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	Iteration 81Q: 3 clusters Score -3331224 nChanged 208
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Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 31974 members 
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	Iteration 82Q: 3 clusters Score -3331289 nChanged 183
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Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 32119 members 
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	Iteration 83Q: 3 clusters Score -3331348 nChanged 171
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Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 32258 members 
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	Iteration 84Q: 3 clusters Score -3331394 nChanged 165
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Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3331442 nChanged 153
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Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 32530 members 
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	Iteration 86Q: 3 clusters Score -3331493 nChanged 128
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Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 32632 members 
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	Iteration 87Q: 3 clusters Score -3331533 nChanged 92
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Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 32714 members 
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	Iteration 88Q: 3 clusters Score -3331548 nChanged 93
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Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 32789 members 
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	Iteration 89Q: 3 clusters Score -3331565 nChanged 73
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Mstep: Class 1 contains 4340 members 
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	Iteration 90Q: 3 clusters Score -3331572 nChanged 64
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Mstep: Class 1 contains 4290 members 
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	Iteration 91Q: 3 clusters Score -3331582 nChanged 59
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Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 32957 members 
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	Iteration 92Q: 3 clusters Score -3331596 nChanged 61
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Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 33016 members 
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	Iteration 93Q: 3 clusters Score -3331601 nChanged 48
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Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 33060 members 
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	Iteration 94Q: 3 clusters Score -3331609 nChanged 45
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Mstep: Class 1 contains 4091 members 
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	Iteration 95Q: 3 clusters Score -3331622 nChanged 31
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Mstep: Class 1 contains 4062 members 
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	Iteration 96Q: 3 clusters Score -3331627 nChanged 32
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Mstep: Class 1 contains 4030 members 
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	Iteration 97Q: 3 clusters Score -3331639 nChanged 23
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Mstep: Class 2 contains 33187 members 
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	Iteration 98Q: 3 clusters Score -3331641 nChanged 19
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Mstep: Class 1 contains 3988 members 
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	Iteration 99Q: 3 clusters Score -3331647 nChanged 16
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Mstep: Class 1 contains 3974 members 
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Entering Unmasked Estep 
Score: -3331651.250000 Penalty: 5219.855957
	Iteration 100F: 3 clusters Score -3331651 nChanged 16
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Mstep: Class 1 contains 3964 members 
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	Iteration 101Q: 3 clusters Score -3331650 nChanged 15
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	Iteration 102Q: 3 clusters Score -3331646 nChanged 13
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Mstep: Class 1 contains 3936 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3331649 nChanged 18
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Mstep: Class 1 contains 3920 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3331654 nChanged 22
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Mstep: Class 1 contains 3900 members 
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	Iteration 105Q: 3 clusters Score -3331650 nChanged 27
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Mstep: Class 1 contains 3875 members 
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	Iteration 106Q: 3 clusters Score -3331654 nChanged 30
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	Iteration 107Q: 3 clusters Score -3331662 nChanged 17
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	Iteration 108Q: 3 clusters Score -3331657 nChanged 14
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Mstep: Class 1 contains 3818 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3331662 nChanged 5
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Mstep: Class 1 contains 3815 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3331665 nChanged 6
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Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 33385 members 
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	Iteration 111Q: 3 clusters Score -3331665 nChanged 7
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Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -3331663.000000 Penalty: 5219.855957
	Iteration 112Q: 3 clusters Score -3331663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -3331671.500000 Penalty: 5219.855957
	Iteration 113Q: 3 clusters Score -3331672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -3331669.000000 Penalty: 5219.855957
	Iteration 114Q: 3 clusters Score -3331669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -3331663.750000 Penalty: 5219.855957
	Iteration 115Q: 3 clusters Score -3331664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -3331665.750000 Penalty: 5219.855957
	Iteration 116Q: 3 clusters Score -3331666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -3331668.000000 Penalty: 5219.855957
	Iteration 117Q: 3 clusters Score -3331668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -3331672.000000 Penalty: 5219.855957
	Iteration 118Q: 3 clusters Score -3331672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -3331675.500000 Penalty: 5219.855957
	Iteration 119Q: 3 clusters Score -3331676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -3331678.250000 Penalty: 5219.855957
	Iteration 120F: 3 clusters Score -3331678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -3331677.500000 Penalty: 5219.855957
	Iteration 121Q: 3 clusters Score -3331678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -3331678.000000 Penalty: 5219.855957
	Iteration 122Q: 3 clusters Score -3331678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -3331680.500000 Penalty: 5219.855957
	Iteration 123Q: 3 clusters Score -3331680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -3331684.750000 Penalty: 5219.855957
	Iteration 124Q: 3 clusters Score -3331685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -3331685.250000 Penalty: 5219.855957
	Iteration 125Q: 3 clusters Score -3331685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -3331690.750000 Penalty: 5219.855957
	Iteration 126Q: 3 clusters Score -3331691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -3331693.000000 Penalty: 5219.855957
	Iteration 127Q: 3 clusters Score -3331693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -3331690.750000 Penalty: 5219.855957
	Iteration 128Q: 3 clusters Score -3331691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -3331690.500000 Penalty: 5219.855957
	Iteration 129Q: 3 clusters Score -3331690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -3331690.500000 Penalty: 5219.855957
	Iteration 130F: 3 clusters Score -3331690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Entering Unmasked Estep 
Score: -358606.687500 Penalty: 2043.615479
	Iteration 0F: 2 clusters Score -358606.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -354798.437500 Penalty: 4087.230957
	Iteration 0F: 3 clusters Score -354798.4 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -355635.156250 Penalty: 4087.230957
	Iteration 1F: 3 clusters Score -355635.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -355854.593750 Penalty: 4087.230957
	Iteration 2F: 3 clusters Score -355854.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -355998.375000 Penalty: 4087.230957
	Iteration 3F: 3 clusters Score -355998.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -356093.000000 Penalty: 4087.230957
	Iteration 4Q: 3 clusters Score -356093 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -356172.312500 Penalty: 4087.230957
	Iteration 5Q: 3 clusters Score -356172.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -356245.031250 Penalty: 4087.230957
	Iteration 6Q: 3 clusters Score -356245 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -356298.250000 Penalty: 4087.230957
	Iteration 7Q: 3 clusters Score -356298.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -356345.500000 Penalty: 4087.230957
	Iteration 8Q: 3 clusters Score -356345.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -356380.375000 Penalty: 4087.230957
	Iteration 9Q: 3 clusters Score -356380.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -356410.906250 Penalty: 4087.230957
	Iteration 10Q: 3 clusters Score -356410.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -356441.625000 Penalty: 4087.230957
	Iteration 11Q: 3 clusters Score -356441.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -356476.968750 Penalty: 4087.230957
	Iteration 12Q: 3 clusters Score -356477 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -356507.875000 Penalty: 4087.230957
	Iteration 13Q: 3 clusters Score -356507.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -356534.187500 Penalty: 4087.230957
	Iteration 14Q: 3 clusters Score -356534.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -356563.468750 Penalty: 4087.230957
	Iteration 15Q: 3 clusters Score -356563.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -356594.156250 Penalty: 4087.230957
	Iteration 16Q: 3 clusters Score -356594.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -356618.718750 Penalty: 4087.230957
	Iteration 17Q: 3 clusters Score -356618.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -356648.125000 Penalty: 4087.230957
	Iteration 18Q: 3 clusters Score -356648.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -356688.937500 Penalty: 4087.230957
	Iteration 19Q: 3 clusters Score -356688.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -356720.125000 Penalty: 4087.230957
	Iteration 20F: 3 clusters Score -356720.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -356745.281250 Penalty: 4087.230957
	Iteration 21Q: 3 clusters Score -356745.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -356761.593750 Penalty: 4087.230957
	Iteration 22Q: 3 clusters Score -356761.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -356772.843750 Penalty: 4087.230957
	Iteration 23Q: 3 clusters Score -356772.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -356776.937500 Penalty: 4087.230957
	Iteration 24Q: 3 clusters Score -356776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -356779.250000 Penalty: 4087.230957
	Iteration 25Q: 3 clusters Score -356779.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -356781.406250 Penalty: 4087.230957
	Iteration 26Q: 3 clusters Score -356781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -356782.031250 Penalty: 4087.230957
	Iteration 27Q: 3 clusters Score -356782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -356783.156250 Penalty: 4087.230957
	Iteration 28Q: 3 clusters Score -356783.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -356785.187500 Penalty: 4087.230957
	Iteration 29Q: 3 clusters Score -356785.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -356787.468750 Penalty: 4087.230957
	Iteration 30Q: 3 clusters Score -356787.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -356789.125000 Penalty: 4087.230957
	Iteration 31Q: 3 clusters Score -356789.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -356791.531250 Penalty: 4087.230957
	Iteration 32Q: 3 clusters Score -356791.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -356793.187500 Penalty: 4087.230957
	Iteration 33Q: 3 clusters Score -356793.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -356796.343750 Penalty: 4087.230957
	Iteration 34Q: 3 clusters Score -356796.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -356799.562500 Penalty: 4087.230957
	Iteration 35Q: 3 clusters Score -356799.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -356803.093750 Penalty: 4087.230957
	Iteration 36Q: 3 clusters Score -356803.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -356806.343750 Penalty: 4087.230957
	Iteration 37Q: 3 clusters Score -356806.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -356807.687500 Penalty: 4087.230957
	Iteration 38Q: 3 clusters Score -356807.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -356808.156250 Penalty: 4087.230957
	Iteration 39Q: 3 clusters Score -356808.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -356809.781250 Penalty: 4087.230957
	Iteration 40F: 3 clusters Score -356809.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -356811.187500 Penalty: 4087.230957
	Iteration 41Q: 3 clusters Score -356811.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -356811.625000 Penalty: 4087.230957
	Iteration 42Q: 3 clusters Score -356811.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -356812.562500 Penalty: 4087.230957
	Iteration 43Q: 3 clusters Score -356812.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -356813.343750 Penalty: 4087.230957
	Iteration 44Q: 3 clusters Score -356813.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -356814.312500 Penalty: 4087.230957
	Iteration 45Q: 3 clusters Score -356814.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -356814.656250 Penalty: 4087.230957
	Iteration 46Q: 3 clusters Score -356814.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -356815.000000 Penalty: 4087.230957
	Iteration 47Q: 3 clusters Score -356815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -356815.000000 Penalty: 4087.230957
	Iteration 48F: 3 clusters Score -356815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -896149.875000 Penalty: 2275.148926
	Iteration 0F: 2 clusters Score -896149.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -888690.312500 Penalty: 4550.297852
	Iteration 0F: 3 clusters Score -888690.3 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -890909.625000 Penalty: 4550.297852
	Iteration 1F: 3 clusters Score -890909.6 nChanged 636
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: -891222.875000 Penalty: 4550.297852
	Iteration 2F: 3 clusters Score -891222.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -891533.062500 Penalty: 4550.297852
	Iteration 3F: 3 clusters Score -891533.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -891850.062500 Penalty: 4550.297852
	Iteration 4F: 3 clusters Score -891850.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -892194.500000 Penalty: 4550.297852
	Iteration 5F: 3 clusters Score -892194.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -892595.125000 Penalty: 4550.297852
	Iteration 6F: 3 clusters Score -892595.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -893017.937500 Penalty: 4550.297852
	Iteration 7F: 3 clusters Score -893017.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -893417.187500 Penalty: 4550.297852
	Iteration 8Q: 3 clusters Score -893417.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -893725.125000 Penalty: 4550.297852
	Iteration 9Q: 3 clusters Score -893725.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -893936.312500 Penalty: 4550.297852
	Iteration 10Q: 3 clusters Score -893936.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -894078.687500 Penalty: 4550.297852
	Iteration 11Q: 3 clusters Score -894078.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -894155.375000 Penalty: 4550.297852
	Iteration 12Q: 3 clusters Score -894155.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -894210.875000 Penalty: 4550.297852
	Iteration 13Q: 3 clusters Score -894210.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -894245.312500 Penalty: 4550.297852
	Iteration 14Q: 3 clusters Score -894245.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -894268.187500 Penalty: 4550.297852
	Iteration 15Q: 3 clusters Score -894268.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -894288.937500 Penalty: 4550.297852
	Iteration 16Q: 3 clusters Score -894288.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -894301.062500 Penalty: 4550.297852
	Iteration 17Q: 3 clusters Score -894301.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -894309.625000 Penalty: 4550.297852
	Iteration 18Q: 3 clusters Score -894309.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -894316.812500 Penalty: 4550.297852
	Iteration 19Q: 3 clusters Score -894316.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -894323.250000 Penalty: 4550.297852
	Iteration 20F: 3 clusters Score -894323.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -894328.812500 Penalty: 4550.297852
	Iteration 21Q: 3 clusters Score -894328.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -894338.562500 Penalty: 4550.297852
	Iteration 22Q: 3 clusters Score -894338.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -894347.125000 Penalty: 4550.297852
	Iteration 23Q: 3 clusters Score -894347.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -894356.562500 Penalty: 4550.297852
	Iteration 24Q: 3 clusters Score -894356.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -894361.375000 Penalty: 4550.297852
	Iteration 25Q: 3 clusters Score -894361.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -894361.812500 Penalty: 4550.297852
	Iteration 26Q: 3 clusters Score -894361.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -894367.625000 Penalty: 4550.297852
	Iteration 27Q: 3 clusters Score -894367.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -894367.875000 Penalty: 4550.297852
	Iteration 28Q: 3 clusters Score -894367.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -894370.125000 Penalty: 4550.297852
	Iteration 29Q: 3 clusters Score -894370.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -894370.125000 Penalty: 4550.297852
	Iteration 30F: 3 clusters Score -894370.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Entering Unmasked Estep 
Score: -1224517.625000 Penalty: 2350.315674
	Iteration 0F: 2 clusters Score -1224518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1214884.250000 Penalty: 4700.631348
	Iteration 0F: 3 clusters Score -1214884 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1217926.375000 Penalty: 4700.631348
	Iteration 1F: 3 clusters Score -1217926 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1218647.000000 Penalty: 4700.631348
	Iteration 2F: 3 clusters Score -1218647 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1219529.000000 Penalty: 4700.631348
	Iteration 3F: 3 clusters Score -1219529 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1220321.250000 Penalty: 4700.631348
	Iteration 4F: 3 clusters Score -1220321 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1220904.750000 Penalty: 4700.631348
	Iteration 5F: 3 clusters Score -1220905 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1221438.250000 Penalty: 4700.631348
	Iteration 6F: 3 clusters Score -1221438 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1221985.875000 Penalty: 4700.631348
	Iteration 7F: 3 clusters Score -1221986 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1222536.000000 Penalty: 4700.631348
	Iteration 8F: 3 clusters Score -1222536 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1223000.000000 Penalty: 4700.631348
	Iteration 9Q: 3 clusters Score -1223000 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1223353.375000 Penalty: 4700.631348
	Iteration 10Q: 3 clusters Score -1223353 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1223688.000000 Penalty: 4700.631348
	Iteration 11Q: 3 clusters Score -1223688 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1223970.625000 Penalty: 4700.631348
	Iteration 12Q: 3 clusters Score -1223971 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1224256.500000 Penalty: 4700.631348
	Iteration 13Q: 3 clusters Score -1224256 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1224491.125000 Penalty: 4700.631348
	Iteration 14Q: 3 clusters Score -1224491 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1224624.625000 Penalty: 4700.631348
	Iteration 15Q: 3 clusters Score -1224625 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1224695.875000 Penalty: 4700.631348
	Iteration 16Q: 3 clusters Score -1224696 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1224724.250000 Penalty: 4700.631348
	Iteration 17Q: 3 clusters Score -1224724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1224735.875000 Penalty: 4700.631348
	Iteration 18Q: 3 clusters Score -1224736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1224749.250000 Penalty: 4700.631348
	Iteration 19Q: 3 clusters Score -1224749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1224764.000000 Penalty: 4700.631348
	Iteration 20F: 3 clusters Score -1224764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1224766.250000 Penalty: 4700.631348
	Iteration 21Q: 3 clusters Score -1224766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1224768.625000 Penalty: 4700.631348
	Iteration 22Q: 3 clusters Score -1224769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1224765.000000 Penalty: 4700.631348
	Iteration 23Q: 3 clusters Score -1224765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1224772.750000 Penalty: 4700.631348
	Iteration 24Q: 3 clusters Score -1224773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1224770.125000 Penalty: 4700.631348
	Iteration 25Q: 3 clusters Score -1224770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1224769.875000 Penalty: 4700.631348
	Iteration 26Q: 3 clusters Score -1224770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1224769.875000 Penalty: 4700.631348
	Iteration 27F: 3 clusters Score -1224770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 135113 members 
Mstep: Class 3 contains 27943 members 
Mstep: Class 4 contains 63300 members 
Mstep: Class 5 contains 24626 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 223681 members 
Mstep: Class 8 contains 96841 members 
Mstep: Class 9 contains 308222 members 
Mstep: Class 10 contains 13757 members 
Mstep: Class 11 contains 219914 members 
Mstep: Class 12 contains 226625 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 7866 members 
Mstep: Class 17 contains 17675 members 
Mstep: Class 18 contains 10428 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 101381 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 8007 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 15544 members 
Mstep: Class 26 contains 37194 members 
Mstep: Class 27 contains 3791 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 4985 members 
Mstep: Class 32 contains 16242 members 
Mstep: Class 33 contains 10486 members 
Entering Unmasked Estep 
Score: -157700224.000000 Penalty: 117273.000000
Splitting cluster 29 changes total score from -157701168.000000 to -157700224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (8738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Entering Unmasked Estep 
Score: -852035.312500 Penalty: 2250.708252
	Iteration 0F: 2 clusters Score -852035.3 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 4357 members 
Entering Unmasked Estep 
Score: -845147.125000 Penalty: 4501.416504
	Iteration 0F: 3 clusters Score -845147.1 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -847033.562500 Penalty: 4501.416504
	Iteration 1F: 3 clusters Score -847033.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -847320.812500 Penalty: 4501.416504
	Iteration 2F: 3 clusters Score -847320.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -847508.187500 Penalty: 4501.416504
	Iteration 3F: 3 clusters Score -847508.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -847645.937500 Penalty: 4501.416504
	Iteration 4Q: 3 clusters Score -847645.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -847775.062500 Penalty: 4501.416504
	Iteration 5Q: 3 clusters Score -847775.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -847905.562500 Penalty: 4501.416504
	Iteration 6Q: 3 clusters Score -847905.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -848037.312500 Penalty: 4501.416504
	Iteration 7Q: 3 clusters Score -848037.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -848189.937500 Penalty: 4501.416504
	Iteration 8Q: 3 clusters Score -848189.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -848351.687500 Penalty: 4501.416504
	Iteration 9Q: 3 clusters Score -848351.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -848521.875000 Penalty: 4501.416504
	Iteration 10Q: 3 clusters Score -848521.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -848705.312500 Penalty: 4501.416504
	Iteration 11Q: 3 clusters Score -848705.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -848891.250000 Penalty: 4501.416504
	Iteration 12Q: 3 clusters Score -848891.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -849083.500000 Penalty: 4501.416504
	Iteration 13Q: 3 clusters Score -849083.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -849262.812500 Penalty: 4501.416504
	Iteration 14Q: 3 clusters Score -849262.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -849440.250000 Penalty: 4501.416504
	Iteration 15Q: 3 clusters Score -849440.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -849571.062500 Penalty: 4501.416504
	Iteration 16Q: 3 clusters Score -849571.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -849658.125000 Penalty: 4501.416504
	Iteration 17Q: 3 clusters Score -849658.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -849720.562500 Penalty: 4501.416504
	Iteration 18Q: 3 clusters Score -849720.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -849762.125000 Penalty: 4501.416504
	Iteration 19Q: 3 clusters Score -849762.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -849791.250000 Penalty: 4501.416504
	Iteration 20F: 3 clusters Score -849791.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -849816.500000 Penalty: 4501.416504
	Iteration 21Q: 3 clusters Score -849816.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -849835.250000 Penalty: 4501.416504
	Iteration 22Q: 3 clusters Score -849835.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -849858.312500 Penalty: 4501.416504
	Iteration 23Q: 3 clusters Score -849858.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -849879.000000 Penalty: 4501.416504
	Iteration 24Q: 3 clusters Score -849879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -849889.750000 Penalty: 4501.416504
	Iteration 25Q: 3 clusters Score -849889.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -849899.500000 Penalty: 4501.416504
	Iteration 26Q: 3 clusters Score -849899.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -849906.500000 Penalty: 4501.416504
	Iteration 27Q: 3 clusters Score -849906.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -849910.437500 Penalty: 4501.416504
	Iteration 28Q: 3 clusters Score -849910.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -849918.000000 Penalty: 4501.416504
	Iteration 29Q: 3 clusters Score -849918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -849920.000000 Penalty: 4501.416504
	Iteration 30Q: 3 clusters Score -849920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -849924.312500 Penalty: 4501.416504
	Iteration 31Q: 3 clusters Score -849924.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -849926.687500 Penalty: 4501.416504
	Iteration 32Q: 3 clusters Score -849926.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -849932.625000 Penalty: 4501.416504
	Iteration 33Q: 3 clusters Score -849932.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -849940.062500 Penalty: 4501.416504
	Iteration 34Q: 3 clusters Score -849940.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -849948.125000 Penalty: 4501.416504
	Iteration 35Q: 3 clusters Score -849948.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -849950.312500 Penalty: 4501.416504
	Iteration 36Q: 3 clusters Score -849950.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -849953.562500 Penalty: 4501.416504
	Iteration 37Q: 3 clusters Score -849953.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -849961.000000 Penalty: 4501.416504
	Iteration 38Q: 3 clusters Score -849961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -849965.312500 Penalty: 4501.416504
	Iteration 39Q: 3 clusters Score -849965.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -849969.500000 Penalty: 4501.416504
	Iteration 40F: 3 clusters Score -849969.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -849970.500000 Penalty: 4501.416504
	Iteration 41Q: 3 clusters Score -849970.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -849975.812500 Penalty: 4501.416504
	Iteration 42Q: 3 clusters Score -849975.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -849974.125000 Penalty: 4501.416504
	Iteration 43Q: 3 clusters Score -849974.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -849976.000000 Penalty: 4501.416504
	Iteration 44Q: 3 clusters Score -849976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -849976.625000 Penalty: 4501.416504
	Iteration 45Q: 3 clusters Score -849976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -849978.000000 Penalty: 4501.416504
	Iteration 46Q: 3 clusters Score -849978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -849978.562500 Penalty: 4501.416504
	Iteration 47Q: 3 clusters Score -849978.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -849980.625000 Penalty: 4501.416504
	Iteration 48Q: 3 clusters Score -849980.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -849981.500000 Penalty: 4501.416504
	Iteration 49Q: 3 clusters Score -849981.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -849982.750000 Penalty: 4501.416504
	Iteration 50Q: 3 clusters Score -849982.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -849983.375000 Penalty: 4501.416504
	Iteration 51Q: 3 clusters Score -849983.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -849985.500000 Penalty: 4501.416504
	Iteration 52Q: 3 clusters Score -849985.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -849987.437500 Penalty: 4501.416504
	Iteration 53Q: 3 clusters Score -849987.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -849983.937500 Penalty: 4501.416504
	Iteration 54Q: 3 clusters Score -849983.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -849983.812500 Penalty: 4501.416504
	Iteration 55Q: 3 clusters Score -849983.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -849983.812500 Penalty: 4501.416504
	Iteration 56F: 3 clusters Score -849983.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Entering Unmasked Estep 
Score: -441449.125000 Penalty: 2111.518799
	Iteration 0F: 2 clusters Score -441449.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -437025.437500 Penalty: 4223.037598
	Iteration 0F: 3 clusters Score -437025.4 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -438184.250000 Penalty: 4223.037598
	Iteration 1F: 3 clusters Score -438184.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -438468.343750 Penalty: 4223.037598
	Iteration 2F: 3 clusters Score -438468.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -438716.687500 Penalty: 4223.037598
	Iteration 3F: 3 clusters Score -438716.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -438952.406250 Penalty: 4223.037598
	Iteration 4F: 3 clusters Score -438952.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -439189.937500 Penalty: 4223.037598
	Iteration 5F: 3 clusters Score -439189.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -439400.218750 Penalty: 4223.037598
	Iteration 6Q: 3 clusters Score -439400.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -439572.000000 Penalty: 4223.037598
	Iteration 7Q: 3 clusters Score -439572 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -439727.375000 Penalty: 4223.037598
	Iteration 8Q: 3 clusters Score -439727.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -439857.343750 Penalty: 4223.037598
	Iteration 9Q: 3 clusters Score -439857.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -439957.062500 Penalty: 4223.037598
	Iteration 10Q: 3 clusters Score -439957.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -440025.843750 Penalty: 4223.037598
	Iteration 11Q: 3 clusters Score -440025.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -440085.218750 Penalty: 4223.037598
	Iteration 12Q: 3 clusters Score -440085.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -440131.062500 Penalty: 4223.037598
	Iteration 13Q: 3 clusters Score -440131.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -440178.781250 Penalty: 4223.037598
	Iteration 14Q: 3 clusters Score -440178.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -440228.250000 Penalty: 4223.037598
	Iteration 15Q: 3 clusters Score -440228.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -440270.906250 Penalty: 4223.037598
	Iteration 16Q: 3 clusters Score -440270.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -440307.437500 Penalty: 4223.037598
	Iteration 17Q: 3 clusters Score -440307.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -440321.312500 Penalty: 4223.037598
	Iteration 18Q: 3 clusters Score -440321.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -440334.843750 Penalty: 4223.037598
	Iteration 19Q: 3 clusters Score -440334.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -440349.718750 Penalty: 4223.037598
	Iteration 20F: 3 clusters Score -440349.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -440363.250000 Penalty: 4223.037598
	Iteration 21Q: 3 clusters Score -440363.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -440374.500000 Penalty: 4223.037598
	Iteration 22Q: 3 clusters Score -440374.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -440384.156250 Penalty: 4223.037598
	Iteration 23Q: 3 clusters Score -440384.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -440393.937500 Penalty: 4223.037598
	Iteration 24Q: 3 clusters Score -440393.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -440400.531250 Penalty: 4223.037598
	Iteration 25Q: 3 clusters Score -440400.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -440408.781250 Penalty: 4223.037598
	Iteration 26Q: 3 clusters Score -440408.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -440417.687500 Penalty: 4223.037598
	Iteration 27Q: 3 clusters Score -440417.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -440426.687500 Penalty: 4223.037598
	Iteration 28Q: 3 clusters Score -440426.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -440434.750000 Penalty: 4223.037598
	Iteration 29Q: 3 clusters Score -440434.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -440440.906250 Penalty: 4223.037598
	Iteration 30Q: 3 clusters Score -440440.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -440445.437500 Penalty: 4223.037598
	Iteration 31Q: 3 clusters Score -440445.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -440448.750000 Penalty: 4223.037598
	Iteration 32Q: 3 clusters Score -440448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -440450.906250 Penalty: 4223.037598
	Iteration 33Q: 3 clusters Score -440450.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -440453.468750 Penalty: 4223.037598
	Iteration 34Q: 3 clusters Score -440453.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -440454.625000 Penalty: 4223.037598
	Iteration 35Q: 3 clusters Score -440454.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -440455.156250 Penalty: 4223.037598
	Iteration 36Q: 3 clusters Score -440455.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -440455.750000 Penalty: 4223.037598
	Iteration 37Q: 3 clusters Score -440455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -440457.031250 Penalty: 4223.037598
	Iteration 38Q: 3 clusters Score -440457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -440458.187500 Penalty: 4223.037598
	Iteration 39Q: 3 clusters Score -440458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -440460.750000 Penalty: 4223.037598
	Iteration 40F: 3 clusters Score -440460.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -440460.843750 Penalty: 4223.037598
	Iteration 41Q: 3 clusters Score -440460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -440462.281250 Penalty: 4223.037598
	Iteration 42Q: 3 clusters Score -440462.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -440465.593750 Penalty: 4223.037598
	Iteration 43Q: 3 clusters Score -440465.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -440470.750000 Penalty: 4223.037598
	Iteration 44Q: 3 clusters Score -440470.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -440475.156250 Penalty: 4223.037598
	Iteration 45Q: 3 clusters Score -440475.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -440478.000000 Penalty: 4223.037598
	Iteration 46Q: 3 clusters Score -440478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -440479.281250 Penalty: 4223.037598
	Iteration 47Q: 3 clusters Score -440479.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -440480.562500 Penalty: 4223.037598
	Iteration 48Q: 3 clusters Score -440480.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -440481.812500 Penalty: 4223.037598
	Iteration 49Q: 3 clusters Score -440481.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -440483.250000 Penalty: 4223.037598
	Iteration 50Q: 3 clusters Score -440483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -440483.718750 Penalty: 4223.037598
	Iteration 51Q: 3 clusters Score -440483.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -440485.312500 Penalty: 4223.037598
	Iteration 52Q: 3 clusters Score -440485.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -440486.906250 Penalty: 4223.037598
	Iteration 53Q: 3 clusters Score -440486.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -440490.625000 Penalty: 4223.037598
	Iteration 54Q: 3 clusters Score -440490.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -440491.718750 Penalty: 4223.037598
	Iteration 55Q: 3 clusters Score -440491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -440492.968750 Penalty: 4223.037598
	Iteration 56Q: 3 clusters Score -440493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -440493.437500 Penalty: 4223.037598
	Iteration 57Q: 3 clusters Score -440493.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -440493.468750 Penalty: 4223.037598
	Iteration 58Q: 3 clusters Score -440493.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -440495.187500 Penalty: 4223.037598
	Iteration 59Q: 3 clusters Score -440495.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -440496.312500 Penalty: 4223.037598
	Iteration 60F: 3 clusters Score -440496.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -440497.468750 Penalty: 4223.037598
	Iteration 61Q: 3 clusters Score -440497.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -440500.218750 Penalty: 4223.037598
	Iteration 62Q: 3 clusters Score -440500.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -440502.687500 Penalty: 4223.037598
	Iteration 63Q: 3 clusters Score -440502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -440503.937500 Penalty: 4223.037598
	Iteration 64Q: 3 clusters Score -440503.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -440505.250000 Penalty: 4223.037598
	Iteration 65Q: 3 clusters Score -440505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -440506.093750 Penalty: 4223.037598
	Iteration 66Q: 3 clusters Score -440506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -440506.500000 Penalty: 4223.037598
	Iteration 67Q: 3 clusters Score -440506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -440508.531250 Penalty: 4223.037598
	Iteration 68Q: 3 clusters Score -440508.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -440512.656250 Penalty: 4223.037598
	Iteration 69Q: 3 clusters Score -440512.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -440516.656250 Penalty: 4223.037598
	Iteration 70Q: 3 clusters Score -440516.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -440521.343750 Penalty: 4223.037598
	Iteration 71Q: 3 clusters Score -440521.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -440525.156250 Penalty: 4223.037598
	Iteration 72Q: 3 clusters Score -440525.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -440530.218750 Penalty: 4223.037598
	Iteration 73Q: 3 clusters Score -440530.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -440534.031250 Penalty: 4223.037598
	Iteration 74Q: 3 clusters Score -440534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -440538.812500 Penalty: 4223.037598
	Iteration 75Q: 3 clusters Score -440538.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -440542.218750 Penalty: 4223.037598
	Iteration 76Q: 3 clusters Score -440542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -440544.437500 Penalty: 4223.037598
	Iteration 77Q: 3 clusters Score -440544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -440546.812500 Penalty: 4223.037598
	Iteration 78Q: 3 clusters Score -440546.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -440550.531250 Penalty: 4223.037598
	Iteration 79Q: 3 clusters Score -440550.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -440556.812500 Penalty: 4223.037598
	Iteration 80F: 3 clusters Score -440556.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -440561.812500 Penalty: 4223.037598
	Iteration 81Q: 3 clusters Score -440561.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -440565.593750 Penalty: 4223.037598
	Iteration 82Q: 3 clusters Score -440565.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -440569.000000 Penalty: 4223.037598
	Iteration 83Q: 3 clusters Score -440569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -440572.406250 Penalty: 4223.037598
	Iteration 84Q: 3 clusters Score -440572.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -440573.812500 Penalty: 4223.037598
	Iteration 85Q: 3 clusters Score -440573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -440576.250000 Penalty: 4223.037598
	Iteration 86Q: 3 clusters Score -440576.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -440578.781250 Penalty: 4223.037598
	Iteration 87Q: 3 clusters Score -440578.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -440581.250000 Penalty: 4223.037598
	Iteration 88Q: 3 clusters Score -440581.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -440582.937500 Penalty: 4223.037598
	Iteration 89Q: 3 clusters Score -440582.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -440584.218750 Penalty: 4223.037598
	Iteration 90Q: 3 clusters Score -440584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -440585.031250 Penalty: 4223.037598
	Iteration 91Q: 3 clusters Score -440585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -440586.031250 Penalty: 4223.037598
	Iteration 92Q: 3 clusters Score -440586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -440588.062500 Penalty: 4223.037598
	Iteration 93Q: 3 clusters Score -440588.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -440587.656250 Penalty: 4223.037598
	Iteration 94Q: 3 clusters Score -440587.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -440587.656250 Penalty: 4223.037598
	Iteration 95F: 3 clusters Score -440587.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Entering Unmasked Estep 
Score: -1517525.625000 Penalty: 2404.448242
	Iteration 0F: 2 clusters Score -1517526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1505892.250000 Penalty: 4808.896484
	Iteration 0F: 3 clusters Score -1505892 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1509781.375000 Penalty: 4808.896484
	Iteration 1F: 3 clusters Score -1509781 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1510240.125000 Penalty: 4808.896484
	Iteration 2F: 3 clusters Score -1510240 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1510705.250000 Penalty: 4808.896484
	Iteration 3F: 3 clusters Score -1510705 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1511213.250000 Penalty: 4808.896484
	Iteration 4F: 3 clusters Score -1511213 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1511794.250000 Penalty: 4808.896484
	Iteration 5F: 3 clusters Score -1511794 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1512509.875000 Penalty: 4808.896484
	Iteration 6F: 3 clusters Score -1512510 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1513365.625000 Penalty: 4808.896484
	Iteration 7F: 3 clusters Score -1513366 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1514251.000000 Penalty: 4808.896484
	Iteration 8F: 3 clusters Score -1514251 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1514870.375000 Penalty: 4808.896484
	Iteration 9Q: 3 clusters Score -1514870 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1515226.375000 Penalty: 4808.896484
	Iteration 10Q: 3 clusters Score -1515226 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1515458.250000 Penalty: 4808.896484
	Iteration 11Q: 3 clusters Score -1515458 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1515579.750000 Penalty: 4808.896484
	Iteration 12Q: 3 clusters Score -1515580 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1515664.250000 Penalty: 4808.896484
	Iteration 13Q: 3 clusters Score -1515664 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1515736.500000 Penalty: 4808.896484
	Iteration 14Q: 3 clusters Score -1515736 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1515800.750000 Penalty: 4808.896484
	Iteration 15Q: 3 clusters Score -1515801 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1515860.375000 Penalty: 4808.896484
	Iteration 16Q: 3 clusters Score -1515860 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1515895.375000 Penalty: 4808.896484
	Iteration 17Q: 3 clusters Score -1515895 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1515930.375000 Penalty: 4808.896484
	Iteration 18Q: 3 clusters Score -1515930 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1515957.000000 Penalty: 4808.896484
	Iteration 19Q: 3 clusters Score -1515957 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1515987.750000 Penalty: 4808.896484
	Iteration 20F: 3 clusters Score -1515988 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1516023.500000 Penalty: 4808.896484
	Iteration 21Q: 3 clusters Score -1516024 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1516056.250000 Penalty: 4808.896484
	Iteration 22Q: 3 clusters Score -1516056 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1516083.250000 Penalty: 4808.896484
	Iteration 23Q: 3 clusters Score -1516083 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1516097.750000 Penalty: 4808.896484
	Iteration 24Q: 3 clusters Score -1516098 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1516117.625000 Penalty: 4808.896484
	Iteration 25Q: 3 clusters Score -1516118 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1516142.375000 Penalty: 4808.896484
	Iteration 26Q: 3 clusters Score -1516142 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1516164.500000 Penalty: 4808.896484
	Iteration 27Q: 3 clusters Score -1516164 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1516185.125000 Penalty: 4808.896484
	Iteration 28Q: 3 clusters Score -1516185 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1516218.125000 Penalty: 4808.896484
	Iteration 29Q: 3 clusters Score -1516218 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1516270.625000 Penalty: 4808.896484
	Iteration 30Q: 3 clusters Score -1516271 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1516307.750000 Penalty: 4808.896484
	Iteration 31Q: 3 clusters Score -1516308 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1516353.625000 Penalty: 4808.896484
	Iteration 32Q: 3 clusters Score -1516354 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1516393.250000 Penalty: 4808.896484
	Iteration 33Q: 3 clusters Score -1516393 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1516426.875000 Penalty: 4808.896484
	Iteration 34Q: 3 clusters Score -1516427 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1516465.250000 Penalty: 4808.896484
	Iteration 35Q: 3 clusters Score -1516465 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1516500.375000 Penalty: 4808.896484
	Iteration 36Q: 3 clusters Score -1516500 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1516537.375000 Penalty: 4808.896484
	Iteration 37Q: 3 clusters Score -1516537 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1516565.750000 Penalty: 4808.896484
	Iteration 38Q: 3 clusters Score -1516566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1516590.250000 Penalty: 4808.896484
	Iteration 39Q: 3 clusters Score -1516590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1516609.125000 Penalty: 4808.896484
	Iteration 40F: 3 clusters Score -1516609 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1516621.375000 Penalty: 4808.896484
	Iteration 41Q: 3 clusters Score -1516621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1516629.125000 Penalty: 4808.896484
	Iteration 42Q: 3 clusters Score -1516629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1516630.875000 Penalty: 4808.896484
	Iteration 43Q: 3 clusters Score -1516631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1516635.500000 Penalty: 4808.896484
	Iteration 44Q: 3 clusters Score -1516636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1516639.000000 Penalty: 4808.896484
	Iteration 45Q: 3 clusters Score -1516639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1516639.750000 Penalty: 4808.896484
	Iteration 46Q: 3 clusters Score -1516640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1516642.500000 Penalty: 4808.896484
	Iteration 47Q: 3 clusters Score -1516642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1516644.250000 Penalty: 4808.896484
	Iteration 48Q: 3 clusters Score -1516644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1516645.375000 Penalty: 4808.896484
	Iteration 49Q: 3 clusters Score -1516645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1516644.625000 Penalty: 4808.896484
	Iteration 50Q: 3 clusters Score -1516645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1516644.875000 Penalty: 4808.896484
	Iteration 51Q: 3 clusters Score -1516645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1516647.375000 Penalty: 4808.896484
	Iteration 52Q: 3 clusters Score -1516647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1516647.375000 Penalty: 4808.896484
	Iteration 53Q: 3 clusters Score -1516647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1516648.625000 Penalty: 4808.896484
	Iteration 54Q: 3 clusters Score -1516649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1516652.000000 Penalty: 4808.896484
	Iteration 55Q: 3 clusters Score -1516652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1516646.750000 Penalty: 4808.896484
	Iteration 56Q: 3 clusters Score -1516647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1516649.625000 Penalty: 4808.896484
	Iteration 57Q: 3 clusters Score -1516650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1516652.250000 Penalty: 4808.896484
	Iteration 58Q: 3 clusters Score -1516652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1516655.375000 Penalty: 4808.896484
	Iteration 59Q: 3 clusters Score -1516655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1516656.625000 Penalty: 4808.896484
	Iteration 60F: 3 clusters Score -1516657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1516660.375000 Penalty: 4808.896484
	Iteration 61Q: 3 clusters Score -1516660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1516659.250000 Penalty: 4808.896484
	Iteration 62Q: 3 clusters Score -1516659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1516657.625000 Penalty: 4808.896484
	Iteration 63Q: 3 clusters Score -1516658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1516658.125000 Penalty: 4808.896484
	Iteration 64Q: 3 clusters Score -1516658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1516658.750000 Penalty: 4808.896484
	Iteration 65Q: 3 clusters Score -1516659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1516656.750000 Penalty: 4808.896484
	Iteration 66Q: 3 clusters Score -1516657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1516657.375000 Penalty: 4808.896484
	Iteration 67Q: 3 clusters Score -1516657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1516658.750000 Penalty: 4808.896484
	Iteration 68Q: 3 clusters Score -1516659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1516658.250000 Penalty: 4808.896484
	Iteration 69Q: 3 clusters Score -1516658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1516658.250000 Penalty: 4808.896484
	Iteration 70F: 3 clusters Score -1516658 nChanged 0
22->33 Clusters: Score -157701168.000000, best is -157718272.000000

Starting from 23 clusters...
--- Clustering full data set of 1672023 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76461 members 
Mstep: Class 2 contains 75735 members 
Mstep: Class 3 contains 75881 members 
Mstep: Class 4 contains 75604 members 
Mstep: Class 5 contains 75698 members 
Mstep: Class 6 contains 75831 members 
Mstep: Class 7 contains 76380 members 
Mstep: Class 8 contains 76002 members 
Mstep: Class 9 contains 75951 members 
Mstep: Class 10 contains 76274 members 
Mstep: Class 11 contains 75726 members 
Mstep: Class 12 contains 75799 members 
Mstep: Class 13 contains 76247 members 
Mstep: Class 14 contains 76201 members 
Mstep: Class 15 contains 75863 members 
Mstep: Class 16 contains 76111 members 
Mstep: Class 17 contains 76206 members 
Mstep: Class 18 contains 75914 members 
Mstep: Class 19 contains 76092 members 
Mstep: Class 20 contains 75818 members 
Mstep: Class 21 contains 76448 members 
Mstep: Class 22 contains 75781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1552.432129 but Gain 3553.726562
Score: -149048208.000000 Penalty: 74628.273438
Iteration 0F: 22 clusters Score -1.490482e+08 nChanged 1587609
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 59800 members 
Mstep: Class 3 contains 65937 members 
Mstep: Class 4 contains 54236 members 
Mstep: Class 5 contains 103270 members 
Mstep: Class 6 contains 82182 members 
Mstep: Class 7 contains 68232 members 
Mstep: Class 8 contains 60837 members 
Mstep: Class 9 contains 224245 members 
Mstep: Class 10 contains 84989 members 
Mstep: Class 11 contains 79419 members 
Mstep: Class 12 contains 72059 members 
Mstep: Class 13 contains 88884 members 
Mstep: Class 14 contains 76570 members 
Mstep: Class 15 contains 71850 members 
Mstep: Class 17 contains 74916 members 
Mstep: Class 18 contains 61961 members 
Mstep: Class 19 contains 56184 members 
Mstep: Class 20 contains 64885 members 
Mstep: Class 21 contains 74546 members 
Mstep: Class 22 contains 81654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153109520.000000 Penalty: 74628.273438
Iteration 1F: 22 clusters Score -1.531095e+08 nChanged 601865
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 43676 members 
Mstep: Class 3 contains 90082 members 
Mstep: Class 4 contains 45795 members 
Mstep: Class 5 contains 96667 members 
Mstep: Class 6 contains 90691 members 
Mstep: Class 7 contains 55258 members 
Mstep: Class 8 contains 56207 members 
Mstep: Class 9 contains 249894 members 
Mstep: Class 10 contains 80888 members 
Mstep: Class 11 contains 117607 members 
Mstep: Class 12 contains 55174 members 
Mstep: Class 13 contains 90394 members 
Mstep: Class 14 contains 70391 members 
Mstep: Class 15 contains 77286 members 
Mstep: Class 17 contains 93711 members 
Mstep: Class 18 contains 46972 members 
Mstep: Class 19 contains 39206 members 
Mstep: Class 20 contains 57095 members 
Mstep: Class 21 contains 60868 members 
Mstep: Class 22 contains 93444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154451328.000000 Penalty: 74628.273438
Iteration 2F: 22 clusters Score -1.544513e+08 nChanged 519559
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 30960 members 
Mstep: Class 3 contains 103165 members 
Mstep: Class 4 contains 41046 members 
Mstep: Class 5 contains 76028 members 
Mstep: Class 6 contains 113576 members 
Mstep: Class 7 contains 43871 members 
Mstep: Class 8 contains 58954 members 
Mstep: Class 9 contains 262755 members 
Mstep: Class 10 contains 64266 members 
Mstep: Class 11 contains 176857 members 
Mstep: Class 12 contains 38853 members 
Mstep: Class 13 contains 92193 members 
Mstep: Class 14 contains 66008 members 
Mstep: Class 15 contains 79612 members 
Mstep: Class 17 contains 94810 members 
Mstep: Class 18 contains 33467 members 
Mstep: Class 19 contains 42124 members 
Mstep: Class 20 contains 47049 members 
Mstep: Class 21 contains 43638 members 
Mstep: Class 22 contains 103716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155429296.000000 Penalty: 74628.273438
Iteration 3F: 22 clusters Score -1.554293e+08 nChanged 411925
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 63041 members 
Mstep: Class 2 contains 20427 members 
Mstep: Class 3 contains 103198 members 
Mstep: Class 4 contains 36047 members 
Mstep: Class 5 contains 54303 members 
Mstep: Class 6 contains 144852 members 
Mstep: Class 7 contains 37432 members 
Mstep: Class 8 contains 62309 members 
Mstep: Class 9 contains 250356 members 
Mstep: Class 10 contains 46081 members 
Mstep: Class 11 contains 222057 members 
Mstep: Class 12 contains 40608 members 
Mstep: Class 13 contains 81695 members 
Mstep: Class 14 contains 52027 members 
Mstep: Class 15 contains 89450 members 
Mstep: Class 17 contains 81385 members 
Mstep: Class 18 contains 26660 members 
Mstep: Class 19 contains 51117 members 
Mstep: Class 20 contains 50060 members 
Mstep: Class 21 contains 25807 members 
Mstep: Class 22 contains 133087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156057664.000000 Penalty: 74628.273438
Iteration 4F: 22 clusters Score -1.560577e+08 nChanged 333780
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 13932 members 
Mstep: Class 3 contains 104217 members 
Mstep: Class 4 contains 28584 members 
Mstep: Class 5 contains 38057 members 
Mstep: Class 6 contains 178055 members 
Mstep: Class 7 contains 29277 members 
Mstep: Class 8 contains 73738 members 
Mstep: Class 9 contains 226360 members 
Mstep: Class 10 contains 37310 members 
Mstep: Class 11 contains 235262 members 
Mstep: Class 12 contains 43888 members 
Mstep: Class 13 contains 71806 members 
Mstep: Class 14 contains 30562 members 
Mstep: Class 15 contains 116032 members 
Mstep: Class 17 contains 62457 members 
Mstep: Class 18 contains 22512 members 
Mstep: Class 19 contains 53197 members 
Mstep: Class 20 contains 62714 members 
Mstep: Class 21 contains 13723 members 
Mstep: Class 22 contains 156215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156539392.000000 Penalty: 74628.273438
Iteration 5F: 22 clusters Score -1.565394e+08 nChanged 268777
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 89777 members 
Mstep: Class 2 contains 10592 members 
Mstep: Class 3 contains 118640 members 
Mstep: Class 4 contains 19561 members 
Mstep: Class 5 contains 29996 members 
Mstep: Class 6 contains 206486 members 
Mstep: Class 7 contains 21740 members 
Mstep: Class 8 contains 83696 members 
Mstep: Class 9 contains 202484 members 
Mstep: Class 10 contains 26223 members 
Mstep: Class 11 contains 227830 members 
Mstep: Class 12 contains 47401 members 
Mstep: Class 13 contains 63393 members 
Mstep: Class 14 contains 14782 members 
Mstep: Class 15 contains 145580 members 
Mstep: Class 17 contains 46725 members 
Mstep: Class 18 contains 20218 members 
Mstep: Class 19 contains 50265 members 
Mstep: Class 20 contains 74783 members 
Mstep: Class 21 contains 6841 members 
Mstep: Class 22 contains 164985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 3211.234131 but Gain 3553.726562
Score: -156865152.000000 Penalty: 71074.546875
Iteration 6F: 21 clusters Score -1.568652e+08 nChanged 207606
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 106040 members 
Mstep: Class 2 contains 8927 members 
Mstep: Class 3 contains 129618 members 
Mstep: Class 4 contains 12180 members 
Mstep: Class 5 contains 29516 members 
Mstep: Class 6 contains 229555 members 
Mstep: Class 7 contains 17477 members 
Mstep: Class 8 contains 86225 members 
Mstep: Class 9 contains 183145 members 
Mstep: Class 10 contains 16718 members 
Mstep: Class 11 contains 218261 members 
Mstep: Class 12 contains 52133 members 
Mstep: Class 13 contains 54284 members 
Mstep: Class 14 contains 7408 members 
Mstep: Class 15 contains 169912 members 
Mstep: Class 17 contains 34425 members 
Mstep: Class 18 contains 19367 members 
Mstep: Class 19 contains 45775 members 
Mstep: Class 20 contains 83332 members 
Mstep: Class 22 contains 167699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157084592.000000 Penalty: 71074.546875
Iteration 7F: 21 clusters Score -1.570846e+08 nChanged 154178
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 117205 members 
Mstep: Class 2 contains 8374 members 
Mstep: Class 3 contains 136032 members 
Mstep: Class 4 contains 7432 members 
Mstep: Class 5 contains 29877 members 
Mstep: Class 6 contains 253683 members 
Mstep: Class 7 contains 17758 members 
Mstep: Class 8 contains 85676 members 
Mstep: Class 9 contains 167408 members 
Mstep: Class 10 contains 11035 members 
Mstep: Class 11 contains 212798 members 
Mstep: Class 12 contains 54981 members 
Mstep: Class 13 contains 41219 members 
Mstep: Class 14 contains 4534 members 
Mstep: Class 15 contains 189226 members 
Mstep: Class 17 contains 23607 members 
Mstep: Class 18 contains 19047 members 
Mstep: Class 19 contains 39262 members 
Mstep: Class 20 contains 88798 members 
Mstep: Class 22 contains 164044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157237712.000000 Penalty: 71074.546875
Iteration 8F: 21 clusters Score -1.572377e+08 nChanged 117036
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 123204 members 
Mstep: Class 2 contains 8364 members 
Mstep: Class 3 contains 140567 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 29608 members 
Mstep: Class 6 contains 275126 members 
Mstep: Class 7 contains 20127 members 
Mstep: Class 8 contains 84498 members 
Mstep: Class 9 contains 153982 members 
Mstep: Class 10 contains 7617 members 
Mstep: Class 11 contains 212015 members 
Mstep: Class 12 contains 57247 members 
Mstep: Class 13 contains 30993 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 205367 members 
Mstep: Class 17 contains 14560 members 
Mstep: Class 18 contains 18720 members 
Mstep: Class 19 contains 33654 members 
Mstep: Class 20 contains 91697 members 
Mstep: Class 22 contains 156353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157349712.000000 Penalty: 71074.546875
Iteration 9F: 21 clusters Score -1.573497e+08 nChanged 83172
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 126585 members 
Mstep: Class 2 contains 8666 members 
Mstep: Class 3 contains 144653 members 
Mstep: Class 4 contains 3531 members 
Mstep: Class 5 contains 28978 members 
Mstep: Class 6 contains 289835 members 
Mstep: Class 7 contains 23972 members 
Mstep: Class 8 contains 82739 members 
Mstep: Class 9 contains 142091 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 11 contains 216349 members 
Mstep: Class 12 contains 59238 members 
Mstep: Class 13 contains 25739 members 
Mstep: Class 14 contains 2942 members 
Mstep: Class 15 contains 215745 members 
Mstep: Class 17 contains 8548 members 
Mstep: Class 18 contains 18471 members 
Mstep: Class 19 contains 29087 members 
Mstep: Class 20 contains 92036 members 
Mstep: Class 22 contains 147192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157409984.000000 Penalty: 71074.546875
Iteration 10Q: 21 clusters Score -1.5741e+08 nChanged 56514
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 129413 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 148542 members 
Mstep: Class 4 contains 2914 members 
Mstep: Class 5 contains 28345 members 
Mstep: Class 6 contains 298827 members 
Mstep: Class 7 contains 28732 members 
Mstep: Class 8 contains 80405 members 
Mstep: Class 9 contains 132205 members 
Mstep: Class 10 contains 4470 members 
Mstep: Class 11 contains 222245 members 
Mstep: Class 12 contains 60951 members 
Mstep: Class 13 contains 23266 members 
Mstep: Class 14 contains 2804 members 
Mstep: Class 15 contains 220386 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 18320 members 
Mstep: Class 19 contains 25602 members 
Mstep: Class 20 contains 90985 members 
Mstep: Class 22 contains 138898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157441792.000000 Penalty: 71074.546875
Iteration 11Q: 21 clusters Score -1.574418e+08 nChanged 39986
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 132137 members 
Mstep: Class 2 contains 9657 members 
Mstep: Class 3 contains 152416 members 
Mstep: Class 4 contains 2620 members 
Mstep: Class 5 contains 27814 members 
Mstep: Class 6 contains 304063 members 
Mstep: Class 7 contains 33160 members 
Mstep: Class 8 contains 77694 members 
Mstep: Class 9 contains 124667 members 
Mstep: Class 10 contains 3798 members 
Mstep: Class 11 contains 227063 members 
Mstep: Class 12 contains 62164 members 
Mstep: Class 13 contains 21895 members 
Mstep: Class 14 contains 2957 members 
Mstep: Class 15 contains 222485 members 
Mstep: Class 17 contains 4613 members 
Mstep: Class 18 contains 18247 members 
Mstep: Class 19 contains 23089 members 
Mstep: Class 20 contains 89509 members 
Mstep: Class 22 contains 131949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157459904.000000 Penalty: 71074.546875
Iteration 12Q: 21 clusters Score -1.574599e+08 nChanged 30608
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 134848 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 156336 members 
Mstep: Class 4 contains 2515 members 
Mstep: Class 5 contains 27372 members 
Mstep: Class 6 contains 307368 members 
Mstep: Class 7 contains 36722 members 
Mstep: Class 8 contains 74629 members 
Mstep: Class 9 contains 118781 members 
Mstep: Class 10 contains 3471 members 
Mstep: Class 11 contains 230609 members 
Mstep: Class 12 contains 63227 members 
Mstep: Class 13 contains 21123 members 
Mstep: Class 14 contains 3405 members 
Mstep: Class 15 contains 223642 members 
Mstep: Class 17 contains 4500 members 
Mstep: Class 18 contains 18254 members 
Mstep: Class 19 contains 21155 members 
Mstep: Class 20 contains 87849 members 
Mstep: Class 22 contains 126129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157472912.000000 Penalty: 71074.546875
Iteration 13Q: 21 clusters Score -1.574729e+08 nChanged 24350
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137202 members 
Mstep: Class 2 contains 10331 members 
Mstep: Class 3 contains 160227 members 
Mstep: Class 4 contains 2521 members 
Mstep: Class 5 contains 27071 members 
Mstep: Class 6 contains 309451 members 
Mstep: Class 7 contains 39621 members 
Mstep: Class 8 contains 71342 members 
Mstep: Class 9 contains 114425 members 
Mstep: Class 10 contains 3320 members 
Mstep: Class 11 contains 233030 members 
Mstep: Class 12 contains 64070 members 
Mstep: Class 13 contains 20610 members 
Mstep: Class 14 contains 3975 members 
Mstep: Class 15 contains 224394 members 
Mstep: Class 17 contains 4606 members 
Mstep: Class 18 contains 18320 members 
Mstep: Class 19 contains 19685 members 
Mstep: Class 20 contains 86212 members 
Mstep: Class 22 contains 121584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157481504.000000 Penalty: 71074.546875
Iteration 14Q: 21 clusters Score -1.574815e+08 nChanged 20055
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 139063 members 
Mstep: Class 2 contains 10550 members 
Mstep: Class 3 contains 164126 members 
Mstep: Class 4 contains 2664 members 
Mstep: Class 5 contains 26899 members 
Mstep: Class 6 contains 310830 members 
Mstep: Class 7 contains 42055 members 
Mstep: Class 8 contains 67851 members 
Mstep: Class 9 contains 111024 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 234584 members 
Mstep: Class 12 contains 64706 members 
Mstep: Class 13 contains 20263 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 225004 members 
Mstep: Class 17 contains 4732 members 
Mstep: Class 18 contains 18344 members 
Mstep: Class 19 contains 18606 members 
Mstep: Class 20 contains 84776 members 
Mstep: Class 22 contains 118048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157487568.000000 Penalty: 71074.546875
Iteration 15Q: 21 clusters Score -1.574876e+08 nChanged 17079
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 140466 members 
Mstep: Class 2 contains 10765 members 
Mstep: Class 3 contains 168300 members 
Mstep: Class 4 contains 2829 members 
Mstep: Class 5 contains 26835 members 
Mstep: Class 6 contains 311656 members 
Mstep: Class 7 contains 44114 members 
Mstep: Class 8 contains 64003 members 
Mstep: Class 9 contains 108474 members 
Mstep: Class 10 contains 3194 members 
Mstep: Class 11 contains 235668 members 
Mstep: Class 12 contains 65200 members 
Mstep: Class 13 contains 19965 members 
Mstep: Class 14 contains 5264 members 
Mstep: Class 15 contains 225476 members 
Mstep: Class 17 contains 4840 members 
Mstep: Class 18 contains 18354 members 
Mstep: Class 19 contains 17761 members 
Mstep: Class 20 contains 83512 members 
Mstep: Class 22 contains 115322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157492656.000000 Penalty: 71074.546875
Iteration 16Q: 21 clusters Score -1.574927e+08 nChanged 15046
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 141492 members 
Mstep: Class 2 contains 10939 members 
Mstep: Class 3 contains 172798 members 
Mstep: Class 4 contains 2969 members 
Mstep: Class 5 contains 26820 members 
Mstep: Class 6 contains 312231 members 
Mstep: Class 7 contains 46010 members 
Mstep: Class 8 contains 59856 members 
Mstep: Class 9 contains 106496 members 
Mstep: Class 10 contains 3155 members 
Mstep: Class 11 contains 236510 members 
Mstep: Class 12 contains 65552 members 
Mstep: Class 13 contains 19621 members 
Mstep: Class 14 contains 5819 members 
Mstep: Class 15 contains 225818 members 
Mstep: Class 17 contains 4922 members 
Mstep: Class 18 contains 18334 members 
Mstep: Class 19 contains 17095 members 
Mstep: Class 20 contains 82334 members 
Mstep: Class 22 contains 113227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157496384.000000 Penalty: 71074.546875
Iteration 17Q: 21 clusters Score -1.574964e+08 nChanged 13696
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 142225 members 
Mstep: Class 2 contains 11057 members 
Mstep: Class 3 contains 177587 members 
Mstep: Class 4 contains 3103 members 
Mstep: Class 5 contains 26862 members 
Mstep: Class 6 contains 312613 members 
Mstep: Class 7 contains 47726 members 
Mstep: Class 8 contains 55394 members 
Mstep: Class 9 contains 104822 members 
Mstep: Class 10 contains 3121 members 
Mstep: Class 11 contains 237109 members 
Mstep: Class 12 contains 65830 members 
Mstep: Class 13 contains 19239 members 
Mstep: Class 14 contains 6329 members 
Mstep: Class 15 contains 226086 members 
Mstep: Class 17 contains 5012 members 
Mstep: Class 18 contains 18300 members 
Mstep: Class 19 contains 16621 members 
Mstep: Class 20 contains 81354 members 
Mstep: Class 22 contains 111608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157500928.000000 Penalty: 71074.546875
Iteration 18Q: 21 clusters Score -1.575009e+08 nChanged 12572
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 142720 members 
Mstep: Class 2 contains 11127 members 
Mstep: Class 3 contains 182671 members 
Mstep: Class 4 contains 3202 members 
Mstep: Class 5 contains 26910 members 
Mstep: Class 6 contains 312897 members 
Mstep: Class 7 contains 49389 members 
Mstep: Class 8 contains 50659 members 
Mstep: Class 9 contains 103426 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 237524 members 
Mstep: Class 12 contains 66020 members 
Mstep: Class 13 contains 18836 members 
Mstep: Class 14 contains 6701 members 
Mstep: Class 15 contains 226275 members 
Mstep: Class 17 contains 5096 members 
Mstep: Class 18 contains 18274 members 
Mstep: Class 19 contains 16296 members 
Mstep: Class 20 contains 80466 members 
Mstep: Class 22 contains 110395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157503968.000000 Penalty: 71074.546875
Iteration 19Q: 21 clusters Score -1.57504e+08 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 143079 members 
Mstep: Class 2 contains 11148 members 
Mstep: Class 3 contains 188048 members 
Mstep: Class 4 contains 3286 members 
Mstep: Class 5 contains 26964 members 
Mstep: Class 6 contains 313129 members 
Mstep: Class 7 contains 51010 members 
Mstep: Class 8 contains 45640 members 
Mstep: Class 9 contains 102274 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 237760 members 
Mstep: Class 12 contains 66150 members 
Mstep: Class 13 contains 18495 members 
Mstep: Class 14 contains 7002 members 
Mstep: Class 15 contains 226409 members 
Mstep: Class 17 contains 5148 members 
Mstep: Class 18 contains 18262 members 
Mstep: Class 19 contains 16052 members 
Mstep: Class 20 contains 79581 members 
Mstep: Class 22 contains 109462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157514640.000000 Penalty: 71074.546875
Iteration 20F: 21 clusters Score -1.575146e+08 nChanged 14564
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 142785 members 
Mstep: Class 2 contains 11188 members 
Mstep: Class 3 contains 193632 members 
Mstep: Class 4 contains 4020 members 
Mstep: Class 5 contains 26879 members 
Mstep: Class 6 contains 313321 members 
Mstep: Class 7 contains 53343 members 
Mstep: Class 8 contains 40460 members 
Mstep: Class 9 contains 99674 members 
Mstep: Class 10 contains 3103 members 
Mstep: Class 11 contains 237889 members 
Mstep: Class 12 contains 66220 members 
Mstep: Class 13 contains 18345 members 
Mstep: Class 14 contains 7554 members 
Mstep: Class 15 contains 226505 members 
Mstep: Class 17 contains 5944 members 
Mstep: Class 18 contains 18361 members 
Mstep: Class 19 contains 15798 members 
Mstep: Class 20 contains 78296 members 
Mstep: Class 22 contains 108685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157524320.000000 Penalty: 71074.546875
Iteration 21Q: 21 clusters Score -1.575243e+08 nChanged 15738
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 142440 members 
Mstep: Class 2 contains 11172 members 
Mstep: Class 3 contains 199267 members 
Mstep: Class 4 contains 4780 members 
Mstep: Class 5 contains 26810 members 
Mstep: Class 6 contains 313578 members 
Mstep: Class 7 contains 55794 members 
Mstep: Class 8 contains 35237 members 
Mstep: Class 9 contains 97544 members 
Mstep: Class 10 contains 3127 members 
Mstep: Class 11 contains 237845 members 
Mstep: Class 12 contains 66388 members 
Mstep: Class 13 contains 18378 members 
Mstep: Class 14 contains 7912 members 
Mstep: Class 15 contains 226530 members 
Mstep: Class 17 contains 6428 members 
Mstep: Class 18 contains 18478 members 
Mstep: Class 19 contains 15509 members 
Mstep: Class 20 contains 76792 members 
Mstep: Class 22 contains 107995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157532576.000000 Penalty: 71074.546875
Iteration 22Q: 21 clusters Score -1.575326e+08 nChanged 15571
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 142363 members 
Mstep: Class 2 contains 11112 members 
Mstep: Class 3 contains 204822 members 
Mstep: Class 4 contains 5402 members 
Mstep: Class 5 contains 26795 members 
Mstep: Class 6 contains 313749 members 
Mstep: Class 7 contains 58393 members 
Mstep: Class 8 contains 30088 members 
Mstep: Class 9 contains 95475 members 
Mstep: Class 10 contains 3144 members 
Mstep: Class 11 contains 237635 members 
Mstep: Class 12 contains 66564 members 
Mstep: Class 13 contains 18666 members 
Mstep: Class 14 contains 8099 members 
Mstep: Class 15 contains 226515 members 
Mstep: Class 17 contains 6815 members 
Mstep: Class 18 contains 18582 members 
Mstep: Class 19 contains 15261 members 
Mstep: Class 20 contains 75129 members 
Mstep: Class 22 contains 107395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157539264.000000 Penalty: 71074.546875
Iteration 23Q: 21 clusters Score -1.575393e+08 nChanged 14817
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 142605 members 
Mstep: Class 2 contains 11043 members 
Mstep: Class 3 contains 210182 members 
Mstep: Class 4 contains 5825 members 
Mstep: Class 5 contains 26776 members 
Mstep: Class 6 contains 313808 members 
Mstep: Class 7 contains 61012 members 
Mstep: Class 8 contains 25130 members 
Mstep: Class 9 contains 93217 members 
Mstep: Class 10 contains 3163 members 
Mstep: Class 11 contains 237290 members 
Mstep: Class 12 contains 66732 members 
Mstep: Class 13 contains 19312 members 
Mstep: Class 14 contains 8191 members 
Mstep: Class 15 contains 226554 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 15092 members 
Mstep: Class 20 contains 73406 members 
Mstep: Class 22 contains 106891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157546752.000000 Penalty: 71074.546875
Iteration 24Q: 21 clusters Score -1.575468e+08 nChanged 14179
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 142886 members 
Mstep: Class 2 contains 10970 members 
Mstep: Class 3 contains 215313 members 
Mstep: Class 4 contains 6078 members 
Mstep: Class 5 contains 26829 members 
Mstep: Class 6 contains 313806 members 
Mstep: Class 7 contains 63683 members 
Mstep: Class 8 contains 20380 members 
Mstep: Class 9 contains 90873 members 
Mstep: Class 10 contains 3166 members 
Mstep: Class 11 contains 236958 members 
Mstep: Class 12 contains 66885 members 
Mstep: Class 13 contains 20166 members 
Mstep: Class 14 contains 8234 members 
Mstep: Class 15 contains 226588 members 
Mstep: Class 17 contains 7367 members 
Mstep: Class 18 contains 18687 members 
Mstep: Class 19 contains 14993 members 
Mstep: Class 20 contains 71666 members 
Mstep: Class 22 contains 106476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157554320.000000 Penalty: 71074.546875
Iteration 25Q: 21 clusters Score -1.575543e+08 nChanged 12821
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143144 members 
Mstep: Class 2 contains 10914 members 
Mstep: Class 3 contains 219919 members 
Mstep: Class 4 contains 6215 members 
Mstep: Class 5 contains 26843 members 
Mstep: Class 6 contains 313736 members 
Mstep: Class 7 contains 66241 members 
Mstep: Class 8 contains 16147 members 
Mstep: Class 9 contains 88865 members 
Mstep: Class 10 contains 3175 members 
Mstep: Class 11 contains 236615 members 
Mstep: Class 12 contains 67016 members 
Mstep: Class 13 contains 20857 members 
Mstep: Class 14 contains 8243 members 
Mstep: Class 15 contains 226608 members 
Mstep: Class 17 contains 7578 members 
Mstep: Class 18 contains 18712 members 
Mstep: Class 19 contains 14947 members 
Mstep: Class 20 contains 70066 members 
Mstep: Class 22 contains 106163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157560640.000000 Penalty: 71074.546875
Iteration 26Q: 21 clusters Score -1.575606e+08 nChanged 11233
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143368 members 
Mstep: Class 2 contains 10860 members 
Mstep: Class 3 contains 223783 members 
Mstep: Class 4 contains 6295 members 
Mstep: Class 5 contains 26902 members 
Mstep: Class 6 contains 313669 members 
Mstep: Class 7 contains 68650 members 
Mstep: Class 8 contains 12617 members 
Mstep: Class 9 contains 87178 members 
Mstep: Class 10 contains 3182 members 
Mstep: Class 11 contains 236274 members 
Mstep: Class 12 contains 67127 members 
Mstep: Class 13 contains 21305 members 
Mstep: Class 14 contains 8250 members 
Mstep: Class 15 contains 226638 members 
Mstep: Class 17 contains 7756 members 
Mstep: Class 18 contains 18738 members 
Mstep: Class 19 contains 14916 members 
Mstep: Class 20 contains 68597 members 
Mstep: Class 22 contains 105899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157565888.000000 Penalty: 71074.546875
Iteration 27Q: 21 clusters Score -1.575659e+08 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143508 members 
Mstep: Class 2 contains 10804 members 
Mstep: Class 3 contains 226685 members 
Mstep: Class 4 contains 6367 members 
Mstep: Class 5 contains 26981 members 
Mstep: Class 6 contains 313592 members 
Mstep: Class 7 contains 70804 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 85781 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 235962 members 
Mstep: Class 12 contains 67218 members 
Mstep: Class 13 contains 21619 members 
Mstep: Class 14 contains 8254 members 
Mstep: Class 15 contains 226667 members 
Mstep: Class 17 contains 7896 members 
Mstep: Class 18 contains 18753 members 
Mstep: Class 19 contains 14910 members 
Mstep: Class 20 contains 67312 members 
Mstep: Class 22 contains 105698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157569248.000000 Penalty: 71074.546875
Iteration 28Q: 21 clusters Score -1.575692e+08 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143584 members 
Mstep: Class 2 contains 10763 members 
Mstep: Class 3 contains 228688 members 
Mstep: Class 4 contains 6416 members 
Mstep: Class 5 contains 27064 members 
Mstep: Class 6 contains 313539 members 
Mstep: Class 7 contains 72699 members 
Mstep: Class 8 contains 8218 members 
Mstep: Class 9 contains 84592 members 
Mstep: Class 10 contains 3229 members 
Mstep: Class 11 contains 235624 members 
Mstep: Class 12 contains 67292 members 
Mstep: Class 13 contains 21937 members 
Mstep: Class 14 contains 8251 members 
Mstep: Class 15 contains 226669 members 
Mstep: Class 17 contains 8008 members 
Mstep: Class 18 contains 18777 members 
Mstep: Class 19 contains 14945 members 
Mstep: Class 20 contains 66176 members 
Mstep: Class 22 contains 105533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157571968.000000 Penalty: 71074.546875
Iteration 29Q: 21 clusters Score -1.57572e+08 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143628 members 
Mstep: Class 2 contains 10732 members 
Mstep: Class 3 contains 230012 members 
Mstep: Class 4 contains 6444 members 
Mstep: Class 5 contains 27102 members 
Mstep: Class 6 contains 313474 members 
Mstep: Class 7 contains 74390 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 83621 members 
Mstep: Class 10 contains 3268 members 
Mstep: Class 11 contains 235325 members 
Mstep: Class 12 contains 67357 members 
Mstep: Class 13 contains 22193 members 
Mstep: Class 14 contains 8250 members 
Mstep: Class 15 contains 226656 members 
Mstep: Class 17 contains 8090 members 
Mstep: Class 18 contains 18779 members 
Mstep: Class 19 contains 14970 members 
Mstep: Class 20 contains 65166 members 
Mstep: Class 22 contains 105410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157573552.000000 Penalty: 71074.546875
Iteration 30Q: 21 clusters Score -1.575736e+08 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143658 members 
Mstep: Class 2 contains 10712 members 
Mstep: Class 3 contains 230855 members 
Mstep: Class 4 contains 6474 members 
Mstep: Class 5 contains 27165 members 
Mstep: Class 6 contains 313419 members 
Mstep: Class 7 contains 75924 members 
Mstep: Class 8 contains 6497 members 
Mstep: Class 9 contains 82801 members 
Mstep: Class 10 contains 3307 members 
Mstep: Class 11 contains 235089 members 
Mstep: Class 12 contains 67385 members 
Mstep: Class 13 contains 22383 members 
Mstep: Class 14 contains 8233 members 
Mstep: Class 15 contains 226664 members 
Mstep: Class 17 contains 8158 members 
Mstep: Class 18 contains 18773 members 
Mstep: Class 19 contains 15009 members 
Mstep: Class 20 contains 64184 members 
Mstep: Class 22 contains 105314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157575232.000000 Penalty: 71074.546875
Iteration 31Q: 21 clusters Score -1.575752e+08 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143661 members 
Mstep: Class 2 contains 10699 members 
Mstep: Class 3 contains 231417 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 27238 members 
Mstep: Class 6 contains 313362 members 
Mstep: Class 7 contains 77324 members 
Mstep: Class 8 contains 6097 members 
Mstep: Class 9 contains 82083 members 
Mstep: Class 10 contains 3351 members 
Mstep: Class 11 contains 234928 members 
Mstep: Class 12 contains 67396 members 
Mstep: Class 13 contains 22561 members 
Mstep: Class 14 contains 8220 members 
Mstep: Class 15 contains 226662 members 
Mstep: Class 17 contains 8228 members 
Mstep: Class 18 contains 18771 members 
Mstep: Class 19 contains 15022 members 
Mstep: Class 20 contains 63261 members 
Mstep: Class 22 contains 105221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157576624.000000 Penalty: 71074.546875
Iteration 32Q: 21 clusters Score -1.575766e+08 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143660 members 
Mstep: Class 2 contains 10689 members 
Mstep: Class 3 contains 231754 members 
Mstep: Class 4 contains 6526 members 
Mstep: Class 5 contains 27321 members 
Mstep: Class 6 contains 313343 members 
Mstep: Class 7 contains 78625 members 
Mstep: Class 8 contains 5877 members 
Mstep: Class 9 contains 81444 members 
Mstep: Class 10 contains 3391 members 
Mstep: Class 11 contains 234773 members 
Mstep: Class 12 contains 67411 members 
Mstep: Class 13 contains 22723 members 
Mstep: Class 14 contains 8207 members 
Mstep: Class 15 contains 226641 members 
Mstep: Class 17 contains 8253 members 
Mstep: Class 18 contains 18770 members 
Mstep: Class 19 contains 15051 members 
Mstep: Class 20 contains 62388 members 
Mstep: Class 22 contains 105157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157577248.000000 Penalty: 71074.546875
Iteration 33Q: 21 clusters Score -1.575772e+08 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143669 members 
Mstep: Class 2 contains 10675 members 
Mstep: Class 3 contains 231991 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 27406 members 
Mstep: Class 6 contains 313312 members 
Mstep: Class 7 contains 79836 members 
Mstep: Class 8 contains 5736 members 
Mstep: Class 9 contains 80881 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 234647 members 
Mstep: Class 12 contains 67429 members 
Mstep: Class 13 contains 22838 members 
Mstep: Class 14 contains 8206 members 
Mstep: Class 15 contains 226623 members 
Mstep: Class 17 contains 8283 members 
Mstep: Class 18 contains 18771 members 
Mstep: Class 19 contains 15103 members 
Mstep: Class 20 contains 61541 members 
Mstep: Class 22 contains 105087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157577872.000000 Penalty: 71074.546875
Iteration 34Q: 21 clusters Score -1.575779e+08 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143692 members 
Mstep: Class 2 contains 10654 members 
Mstep: Class 3 contains 232163 members 
Mstep: Class 4 contains 6546 members 
Mstep: Class 5 contains 27516 members 
Mstep: Class 6 contains 313301 members 
Mstep: Class 7 contains 80996 members 
Mstep: Class 8 contains 5624 members 
Mstep: Class 9 contains 80393 members 
Mstep: Class 10 contains 3458 members 
Mstep: Class 11 contains 234574 members 
Mstep: Class 12 contains 67433 members 
Mstep: Class 13 contains 22937 members 
Mstep: Class 14 contains 8199 members 
Mstep: Class 15 contains 226610 members 
Mstep: Class 17 contains 8308 members 
Mstep: Class 18 contains 18762 members 
Mstep: Class 19 contains 15170 members 
Mstep: Class 20 contains 60644 members 
Mstep: Class 22 contains 105024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157577488.000000 Penalty: 71074.546875
Iteration 35Q: 21 clusters Score -1.575775e+08 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143724 members 
Mstep: Class 2 contains 10646 members 
Mstep: Class 3 contains 232301 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 27657 members 
Mstep: Class 6 contains 313280 members 
Mstep: Class 7 contains 82086 members 
Mstep: Class 8 contains 5549 members 
Mstep: Class 9 contains 79950 members 
Mstep: Class 10 contains 3470 members 
Mstep: Class 11 contains 234494 members 
Mstep: Class 12 contains 67444 members 
Mstep: Class 13 contains 23035 members 
Mstep: Class 14 contains 8170 members 
Mstep: Class 15 contains 226606 members 
Mstep: Class 17 contains 8331 members 
Mstep: Class 18 contains 18770 members 
Mstep: Class 19 contains 15223 members 
Mstep: Class 20 contains 59752 members 
Mstep: Class 22 contains 104973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157578064.000000 Penalty: 71074.546875
Iteration 36Q: 21 clusters Score -1.575781e+08 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143706 members 
Mstep: Class 2 contains 10653 members 
Mstep: Class 3 contains 232416 members 
Mstep: Class 4 contains 6549 members 
Mstep: Class 5 contains 27817 members 
Mstep: Class 6 contains 313272 members 
Mstep: Class 7 contains 83121 members 
Mstep: Class 8 contains 5477 members 
Mstep: Class 9 contains 79537 members 
Mstep: Class 10 contains 3485 members 
Mstep: Class 11 contains 234425 members 
Mstep: Class 12 contains 67454 members 
Mstep: Class 13 contains 23098 members 
Mstep: Class 14 contains 8142 members 
Mstep: Class 15 contains 226609 members 
Mstep: Class 17 contains 8348 members 
Mstep: Class 18 contains 18773 members 
Mstep: Class 19 contains 15302 members 
Mstep: Class 20 contains 58889 members 
Mstep: Class 22 contains 104931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157578160.000000 Penalty: 71074.546875
Iteration 37Q: 21 clusters Score -1.575782e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143731 members 
Mstep: Class 2 contains 10647 members 
Mstep: Class 3 contains 232497 members 
Mstep: Class 4 contains 6555 members 
Mstep: Class 5 contains 27959 members 
Mstep: Class 6 contains 313250 members 
Mstep: Class 7 contains 84134 members 
Mstep: Class 8 contains 5433 members 
Mstep: Class 9 contains 79196 members 
Mstep: Class 10 contains 3498 members 
Mstep: Class 11 contains 234345 members 
Mstep: Class 12 contains 67455 members 
Mstep: Class 13 contains 23153 members 
Mstep: Class 14 contains 8125 members 
Mstep: Class 15 contains 226615 members 
Mstep: Class 17 contains 8364 members 
Mstep: Class 18 contains 18770 members 
Mstep: Class 19 contains 15373 members 
Mstep: Class 20 contains 58008 members 
Mstep: Class 22 contains 104896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157578608.000000 Penalty: 71074.546875
Iteration 38Q: 21 clusters Score -1.575786e+08 nChanged 2447
Entering ConstructFrom: 
Score: -157578608.000000 Penalty: 71074.546875
Entering ConstructFrom: 
Trying to split cluster 1 (143727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143727 members 
Entering Unmasked Estep 
Score: -13862673.000000 Penalty: 2945.166504
	Iteration 0F: 2 clusters Score -1.386267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -13766311.000000 Penalty: 5890.333008
	Iteration 0F: 3 clusters Score -1.376631e+07 nChanged 68814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
Score: -13806019.000000 Penalty: 5890.333008
	Iteration 1F: 3 clusters Score -1.380602e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -13807220.000000 Penalty: 5890.333008
	Iteration 2Q: 3 clusters Score -1.380722e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 76731 members 
Entering Unmasked Estep 
Score: -13808922.000000 Penalty: 5890.333008
	Iteration 3Q: 3 clusters Score -1.380892e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 78837 members 
Entering Unmasked Estep 
Score: -13811830.000000 Penalty: 5890.333008
	Iteration 4Q: 3 clusters Score -1.381183e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 81454 members 
Entering Unmasked Estep 
Score: -13816784.000000 Penalty: 5890.333008
	Iteration 5Q: 3 clusters Score -1.381678e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 84022 members 
Entering Unmasked Estep 
Score: -13823529.000000 Penalty: 5890.333008
	Iteration 6F: 3 clusters Score -1.382353e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 85979 members 
Entering Unmasked Estep 
Score: -13830457.000000 Penalty: 5890.333008
	Iteration 7F: 3 clusters Score -1.383046e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56359 members 
Mstep: Class 2 contains 87368 members 
Entering Unmasked Estep 
Score: -13836318.000000 Penalty: 5890.333008
	Iteration 8F: 3 clusters Score -1.383632e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 88639 members 
Entering Unmasked Estep 
Score: -13840397.000000 Penalty: 5890.333008
	Iteration 9F: 3 clusters Score -1.38404e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 89908 members 
Entering Unmasked Estep 
Score: -13842767.000000 Penalty: 5890.333008
	Iteration 10Q: 3 clusters Score -1.384277e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 91238 members 
Entering Unmasked Estep 
Score: -13844245.000000 Penalty: 5890.333008
	Iteration 11Q: 3 clusters Score -1.384424e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 92491 members 
Entering Unmasked Estep 
Score: -13845208.000000 Penalty: 5890.333008
	Iteration 12Q: 3 clusters Score -1.384521e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 93719 members 
Entering Unmasked Estep 
Score: -13845737.000000 Penalty: 5890.333008
	Iteration 13Q: 3 clusters Score -1.384574e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 94956 members 
Entering Unmasked Estep 
Score: -13846074.000000 Penalty: 5890.333008
	Iteration 14Q: 3 clusters Score -1.384607e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 96283 members 
Entering Unmasked Estep 
Score: -13846422.000000 Penalty: 5890.333008
	Iteration 15Q: 3 clusters Score -1.384642e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 97639 members 
Entering Unmasked Estep 
Score: -13846698.000000 Penalty: 5890.333008
	Iteration 16Q: 3 clusters Score -1.38467e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 99085 members 
Entering Unmasked Estep 
Score: -13847003.000000 Penalty: 5890.333008
	Iteration 17Q: 3 clusters Score -1.3847e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 100582 members 
Entering Unmasked Estep 
Score: -13847269.000000 Penalty: 5890.333008
	Iteration 18Q: 3 clusters Score -1.384727e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 102171 members 
Entering Unmasked Estep 
Score: -13847656.000000 Penalty: 5890.333008
	Iteration 19Q: 3 clusters Score -1.384766e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 103855 members 
Entering Unmasked Estep 
Score: -13848064.000000 Penalty: 5890.333008
	Iteration 20F: 3 clusters Score -1.384806e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 105633 members 
Entering Unmasked Estep 
Score: -13848502.000000 Penalty: 5890.333008
	Iteration 21Q: 3 clusters Score -1.38485e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 107599 members 
Entering Unmasked Estep 
Score: -13849123.000000 Penalty: 5890.333008
	Iteration 22Q: 3 clusters Score -1.384912e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 109703 members 
Entering Unmasked Estep 
Score: -13849799.000000 Penalty: 5890.333008
	Iteration 23Q: 3 clusters Score -1.38498e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 111935 members 
Entering Unmasked Estep 
Score: -13850445.000000 Penalty: 5890.333008
	Iteration 24Q: 3 clusters Score -1.385044e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 114224 members 
Entering Unmasked Estep 
Score: -13851286.000000 Penalty: 5890.333008
	Iteration 25Q: 3 clusters Score -1.385129e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 116576 members 
Entering Unmasked Estep 
Score: -13852099.000000 Penalty: 5890.333008
	Iteration 26Q: 3 clusters Score -1.38521e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 118933 members 
Entering Unmasked Estep 
Score: -13852931.000000 Penalty: 5890.333008
	Iteration 27Q: 3 clusters Score -1.385293e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 121262 members 
Entering Unmasked Estep 
Score: -13853908.000000 Penalty: 5890.333008
	Iteration 28Q: 3 clusters Score -1.385391e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 123621 members 
Entering Unmasked Estep 
Score: -13854966.000000 Penalty: 5890.333008
	Iteration 29Q: 3 clusters Score -1.385497e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 125824 members 
Entering Unmasked Estep 
Score: -13855915.000000 Penalty: 5890.333008
	Iteration 30Q: 3 clusters Score -1.385592e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 127927 members 
Entering Unmasked Estep 
Score: -13856920.000000 Penalty: 5890.333008
	Iteration 31Q: 3 clusters Score -1.385692e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 129781 members 
Entering Unmasked Estep 
Score: -13857856.000000 Penalty: 5890.333008
	Iteration 32Q: 3 clusters Score -1.385786e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 131511 members 
Entering Unmasked Estep 
Score: -13858713.000000 Penalty: 5890.333008
	Iteration 33Q: 3 clusters Score -1.385871e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 133018 members 
Entering Unmasked Estep 
Score: -13859510.000000 Penalty: 5890.333008
	Iteration 34Q: 3 clusters Score -1.385951e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 134254 members 
Entering Unmasked Estep 
Score: -13860065.000000 Penalty: 5890.333008
	Iteration 35Q: 3 clusters Score -1.386006e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 135289 members 
Entering Unmasked Estep 
Score: -13860552.000000 Penalty: 5890.333008
	Iteration 36Q: 3 clusters Score -1.386055e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 136142 members 
Entering Unmasked Estep 
Score: -13860868.000000 Penalty: 5890.333008
	Iteration 37Q: 3 clusters Score -1.386087e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 136808 members 
Entering Unmasked Estep 
Score: -13861193.000000 Penalty: 5890.333008
	Iteration 38Q: 3 clusters Score -1.386119e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 137338 members 
Entering Unmasked Estep 
Score: -13861330.000000 Penalty: 5890.333008
	Iteration 39Q: 3 clusters Score -1.386133e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 137745 members 
Entering Unmasked Estep 
Score: -13861454.000000 Penalty: 5890.333008
	Iteration 40F: 3 clusters Score -1.386145e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 138057 members 
Entering Unmasked Estep 
Score: -13861571.000000 Penalty: 5890.333008
	Iteration 41Q: 3 clusters Score -1.386157e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 138302 members 
Entering Unmasked Estep 
Score: -13861653.000000 Penalty: 5890.333008
	Iteration 42Q: 3 clusters Score -1.386165e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 138514 members 
Entering Unmasked Estep 
Score: -13861701.000000 Penalty: 5890.333008
	Iteration 43Q: 3 clusters Score -1.38617e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 138690 members 
Entering Unmasked Estep 
Score: -13861733.000000 Penalty: 5890.333008
	Iteration 44Q: 3 clusters Score -1.386173e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 138850 members 
Entering Unmasked Estep 
Score: -13861762.000000 Penalty: 5890.333008
	Iteration 45Q: 3 clusters Score -1.386176e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 138969 members 
Entering Unmasked Estep 
Score: -13861743.000000 Penalty: 5890.333008
	Iteration 46Q: 3 clusters Score -1.386174e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 139068 members 
Entering Unmasked Estep 
Score: -13861755.000000 Penalty: 5890.333008
	Iteration 47Q: 3 clusters Score -1.386176e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 139142 members 
Entering Unmasked Estep 
Score: -13861750.000000 Penalty: 5890.333008
	Iteration 48Q: 3 clusters Score -1.386175e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 139232 members 
Entering Unmasked Estep 
Score: -13861749.000000 Penalty: 5890.333008
	Iteration 49Q: 3 clusters Score -1.386175e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 139308 members 
Entering Unmasked Estep 
Score: -13861758.000000 Penalty: 5890.333008
	Iteration 50Q: 3 clusters Score -1.386176e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 139380 members 
Entering Unmasked Estep 
Score: -13861780.000000 Penalty: 5890.333008
	Iteration 51Q: 3 clusters Score -1.386178e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 139427 members 
Entering Unmasked Estep 
Score: -13861777.000000 Penalty: 5890.333008
	Iteration 52Q: 3 clusters Score -1.386178e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 139473 members 
Entering Unmasked Estep 
Score: -13861794.000000 Penalty: 5890.333008
	Iteration 53Q: 3 clusters Score -1.386179e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 139517 members 
Entering Unmasked Estep 
Score: -13861807.000000 Penalty: 5890.333008
	Iteration 54Q: 3 clusters Score -1.386181e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 139553 members 
Entering Unmasked Estep 
Score: -13861821.000000 Penalty: 5890.333008
	Iteration 55Q: 3 clusters Score -1.386182e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 139588 members 
Entering Unmasked Estep 
Score: -13861814.000000 Penalty: 5890.333008
	Iteration 56Q: 3 clusters Score -1.386181e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 139624 members 
Entering Unmasked Estep 
Score: -13861813.000000 Penalty: 5890.333008
	Iteration 57Q: 3 clusters Score -1.386181e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 139652 members 
Entering Unmasked Estep 
Score: -13861824.000000 Penalty: 5890.333008
	Iteration 58Q: 3 clusters Score -1.386182e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 139677 members 
Entering Unmasked Estep 
Score: -13861827.000000 Penalty: 5890.333008
	Iteration 59Q: 3 clusters Score -1.386183e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 139703 members 
Entering Unmasked Estep 
Score: -13861837.000000 Penalty: 5890.333008
	Iteration 60F: 3 clusters Score -1.386184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 139713 members 
Entering Unmasked Estep 
Score: -13861832.000000 Penalty: 5890.333008
	Iteration 61Q: 3 clusters Score -1.386183e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 139729 members 
Entering Unmasked Estep 
Score: -13861836.000000 Penalty: 5890.333008
	Iteration 62Q: 3 clusters Score -1.386184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 139736 members 
Entering Unmasked Estep 
Score: -13861825.000000 Penalty: 5890.333008
	Iteration 63Q: 3 clusters Score -1.386182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 139744 members 
Entering Unmasked Estep 
Score: -13861839.000000 Penalty: 5890.333008
	Iteration 64Q: 3 clusters Score -1.386184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 139758 members 
Entering Unmasked Estep 
Score: -13861843.000000 Penalty: 5890.333008
	Iteration 65Q: 3 clusters Score -1.386184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 139762 members 
Entering Unmasked Estep 
Score: -13861831.000000 Penalty: 5890.333008
	Iteration 66Q: 3 clusters Score -1.386183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 139765 members 
Entering Unmasked Estep 
Score: -13861827.000000 Penalty: 5890.333008
	Iteration 67Q: 3 clusters Score -1.386183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 139771 members 
Entering Unmasked Estep 
Score: -13861825.000000 Penalty: 5890.333008
	Iteration 68Q: 3 clusters Score -1.386182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 139777 members 
Entering Unmasked Estep 
Score: -13861840.000000 Penalty: 5890.333008
	Iteration 69Q: 3 clusters Score -1.386184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 139782 members 
Entering Unmasked Estep 
Score: -13861844.000000 Penalty: 5890.333008
	Iteration 70Q: 3 clusters Score -1.386184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 139785 members 
Entering Unmasked Estep 
Score: -13861845.000000 Penalty: 5890.333008
	Iteration 71Q: 3 clusters Score -1.386184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 139789 members 
Entering Unmasked Estep 
Score: -13861846.000000 Penalty: 5890.333008
	Iteration 72Q: 3 clusters Score -1.386185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 139792 members 
Entering Unmasked Estep 
Score: -13861851.000000 Penalty: 5890.333008
	Iteration 73Q: 3 clusters Score -1.386185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 139794 members 
Entering Unmasked Estep 
Score: -13861838.000000 Penalty: 5890.333008
	Iteration 74Q: 3 clusters Score -1.386184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 139795 members 
Entering Unmasked Estep 
Score: -13861839.000000 Penalty: 5890.333008
	Iteration 75Q: 3 clusters Score -1.386184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 139796 members 
Entering Unmasked Estep 
Score: -13861844.000000 Penalty: 5890.333008
	Iteration 76Q: 3 clusters Score -1.386184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 139796 members 
Entering Unmasked Estep 
Score: -13861844.000000 Penalty: 5890.333008
	Iteration 77F: 3 clusters Score -1.386184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Entering Unmasked Estep 
Score: -1049822.250000 Penalty: 2299.828857
	Iteration 0F: 2 clusters Score -1049822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1041650.625000 Penalty: 4599.657715
	Iteration 0F: 3 clusters Score -1041651 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1044041.312500 Penalty: 4599.657715
	Iteration 1F: 3 clusters Score -1044041 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1044312.375000 Penalty: 4599.657715
	Iteration 2F: 3 clusters Score -1044312 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1044493.312500 Penalty: 4599.657715
	Iteration 3Q: 3 clusters Score -1044493 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1044641.812500 Penalty: 4599.657715
	Iteration 4Q: 3 clusters Score -1044642 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1044756.750000 Penalty: 4599.657715
	Iteration 5Q: 3 clusters Score -1044757 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1044852.812500 Penalty: 4599.657715
	Iteration 6Q: 3 clusters Score -1044853 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1044946.562500 Penalty: 4599.657715
	Iteration 7Q: 3 clusters Score -1044947 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1045023.500000 Penalty: 4599.657715
	Iteration 8Q: 3 clusters Score -1045024 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1045093.375000 Penalty: 4599.657715
	Iteration 9Q: 3 clusters Score -1045093 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1045165.062500 Penalty: 4599.657715
	Iteration 10Q: 3 clusters Score -1045165 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1045240.500000 Penalty: 4599.657715
	Iteration 11Q: 3 clusters Score -1045240 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1045348.437500 Penalty: 4599.657715
	Iteration 12Q: 3 clusters Score -1045348 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1045484.625000 Penalty: 4599.657715
	Iteration 13Q: 3 clusters Score -1045485 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1045657.687500 Penalty: 4599.657715
	Iteration 14Q: 3 clusters Score -1045658 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1045871.625000 Penalty: 4599.657715
	Iteration 15Q: 3 clusters Score -1045872 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1046090.625000 Penalty: 4599.657715
	Iteration 16Q: 3 clusters Score -1046091 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1046321.812500 Penalty: 4599.657715
	Iteration 17Q: 3 clusters Score -1046322 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1046601.312500 Penalty: 4599.657715
	Iteration 18Q: 3 clusters Score -1046601 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1046875.937500 Penalty: 4599.657715
	Iteration 19Q: 3 clusters Score -1046876 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1047125.437500 Penalty: 4599.657715
	Iteration 20F: 3 clusters Score -1047125 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1047301.187500 Penalty: 4599.657715
	Iteration 21Q: 3 clusters Score -1047301 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1047429.437500 Penalty: 4599.657715
	Iteration 22Q: 3 clusters Score -1047429 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1047537.062500 Penalty: 4599.657715
	Iteration 23Q: 3 clusters Score -1047537 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1047602.062500 Penalty: 4599.657715
	Iteration 24Q: 3 clusters Score -1047602 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1047655.937500 Penalty: 4599.657715
	Iteration 25Q: 3 clusters Score -1047656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1047702.750000 Penalty: 4599.657715
	Iteration 26Q: 3 clusters Score -1047703 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1047738.687500 Penalty: 4599.657715
	Iteration 27Q: 3 clusters Score -1047739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1047764.562500 Penalty: 4599.657715
	Iteration 28Q: 3 clusters Score -1047765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1047785.250000 Penalty: 4599.657715
	Iteration 29Q: 3 clusters Score -1047785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1047803.562500 Penalty: 4599.657715
	Iteration 30Q: 3 clusters Score -1047804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1047822.312500 Penalty: 4599.657715
	Iteration 31Q: 3 clusters Score -1047822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1047835.250000 Penalty: 4599.657715
	Iteration 32Q: 3 clusters Score -1047835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1047841.687500 Penalty: 4599.657715
	Iteration 33Q: 3 clusters Score -1047842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1047846.250000 Penalty: 4599.657715
	Iteration 34Q: 3 clusters Score -1047846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1047849.875000 Penalty: 4599.657715
	Iteration 35Q: 3 clusters Score -1047850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1047861.750000 Penalty: 4599.657715
	Iteration 36Q: 3 clusters Score -1047862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1047867.187500 Penalty: 4599.657715
	Iteration 37Q: 3 clusters Score -1047867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1047870.750000 Penalty: 4599.657715
	Iteration 38Q: 3 clusters Score -1047871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1047870.875000 Penalty: 4599.657715
	Iteration 39Q: 3 clusters Score -1047871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1047872.312500 Penalty: 4599.657715
	Iteration 40F: 3 clusters Score -1047872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1047871.750000 Penalty: 4599.657715
	Iteration 41Q: 3 clusters Score -1047872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1047875.062500 Penalty: 4599.657715
	Iteration 42Q: 3 clusters Score -1047875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1047875.812500 Penalty: 4599.657715
	Iteration 43Q: 3 clusters Score -1047876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1047881.437500 Penalty: 4599.657715
	Iteration 44Q: 3 clusters Score -1047881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1047882.562500 Penalty: 4599.657715
	Iteration 45Q: 3 clusters Score -1047883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1047887.687500 Penalty: 4599.657715
	Iteration 46Q: 3 clusters Score -1047888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1047887.687500 Penalty: 4599.657715
	Iteration 47F: 3 clusters Score -1047888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (232550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232550 members 
Entering Unmasked Estep 
Score: -22871698.000000 Penalty: 3064.501221
	Iteration 0F: 2 clusters Score -2.28717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115946 members 
Mstep: Class 2 contains 116604 members 
Entering Unmasked Estep 
Score: -22716068.000000 Penalty: 6129.002441
	Iteration 0F: 3 clusters Score -2.271607e+07 nChanged 112169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 123673 members 
Entering Unmasked Estep 
Score: -22781794.000000 Penalty: 6129.002441
	Iteration 1F: 3 clusters Score -2.278179e+07 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103554 members 
Mstep: Class 2 contains 128996 members 
Entering Unmasked Estep 
Score: -22784378.000000 Penalty: 6129.002441
	Iteration 2Q: 3 clusters Score -2.278438e+07 nChanged 10741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95185 members 
Mstep: Class 2 contains 137365 members 
Entering Unmasked Estep 
Score: -22789122.000000 Penalty: 6129.002441
	Iteration 3Q: 3 clusters Score -2.278912e+07 nChanged 14709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82520 members 
Mstep: Class 2 contains 150030 members 
Entering Unmasked Estep 
Score: -22798020.000000 Penalty: 6129.002441
	Iteration 4F: 3 clusters Score -2.279802e+07 nChanged 18903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 167215 members 
Entering Unmasked Estep 
Score: -22812380.000000 Penalty: 6129.002441
	Iteration 5F: 3 clusters Score -2.281238e+07 nChanged 20447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 186470 members 
Entering Unmasked Estep 
Score: -22829276.000000 Penalty: 6129.002441
	Iteration 6F: 3 clusters Score -2.282928e+07 nChanged 17606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 203448 members 
Entering Unmasked Estep 
Score: -22844294.000000 Penalty: 6129.002441
	Iteration 7F: 3 clusters Score -2.284429e+07 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 215526 members 
Entering Unmasked Estep 
Score: -22854792.000000 Penalty: 6129.002441
	Iteration 8F: 3 clusters Score -2.285479e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 223312 members 
Entering Unmasked Estep 
Score: -22861642.000000 Penalty: 6129.002441
	Iteration 9Q: 3 clusters Score -2.286164e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 227817 members 
Entering Unmasked Estep 
Score: -22865530.000000 Penalty: 6129.002441
	Iteration 10Q: 3 clusters Score -2.286553e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 230068 members 
Entering Unmasked Estep 
Score: -22867584.000000 Penalty: 6129.002441
	Iteration 11Q: 3 clusters Score -2.286758e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 231097 members 
Entering Unmasked Estep 
Score: -22868408.000000 Penalty: 6129.002441
	Iteration 12Q: 3 clusters Score -2.286841e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 231532 members 
Entering Unmasked Estep 
Score: -22868778.000000 Penalty: 6129.002441
	Iteration 13Q: 3 clusters Score -2.286878e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 231729 members 
Entering Unmasked Estep 
Score: -22868928.000000 Penalty: 6129.002441
	Iteration 14Q: 3 clusters Score -2.286893e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 231812 members 
Entering Unmasked Estep 
Score: -22869030.000000 Penalty: 6129.002441
	Iteration 15Q: 3 clusters Score -2.286903e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 231861 members 
Entering Unmasked Estep 
Score: -22869100.000000 Penalty: 6129.002441
	Iteration 16Q: 3 clusters Score -2.28691e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 231903 members 
Entering Unmasked Estep 
Score: -22869130.000000 Penalty: 6129.002441
	Iteration 17Q: 3 clusters Score -2.286913e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 231927 members 
Entering Unmasked Estep 
Score: -22869166.000000 Penalty: 6129.002441
	Iteration 18Q: 3 clusters Score -2.286917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 231935 members 
Entering Unmasked Estep 
Score: -22869150.000000 Penalty: 6129.002441
	Iteration 19Q: 3 clusters Score -2.286915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 231939 members 
Entering Unmasked Estep 
Score: -22869156.000000 Penalty: 6129.002441
	Iteration 20F: 3 clusters Score -2.286916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 231943 members 
Entering Unmasked Estep 
Score: -22869160.000000 Penalty: 6129.002441
	Iteration 21Q: 3 clusters Score -2.286916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 231951 members 
Entering Unmasked Estep 
Score: -22869172.000000 Penalty: 6129.002441
	Iteration 22Q: 3 clusters Score -2.286917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 231962 members 
Entering Unmasked Estep 
Score: -22869178.000000 Penalty: 6129.002441
	Iteration 23Q: 3 clusters Score -2.286918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 231966 members 
Entering Unmasked Estep 
Score: -22869192.000000 Penalty: 6129.002441
	Iteration 24Q: 3 clusters Score -2.286919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 231967 members 
Entering Unmasked Estep 
Score: -22869200.000000 Penalty: 6129.002441
	Iteration 25Q: 3 clusters Score -2.28692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 231972 members 
Entering Unmasked Estep 
Score: -22869196.000000 Penalty: 6129.002441
	Iteration 26Q: 3 clusters Score -2.28692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 231972 members 
Entering Unmasked Estep 
Score: -22869202.000000 Penalty: 6129.002441
	Iteration 27Q: 3 clusters Score -2.28692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 231979 members 
Entering Unmasked Estep 
Score: -22869186.000000 Penalty: 6129.002441
	Iteration 28Q: 3 clusters Score -2.286919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 231982 members 
Entering Unmasked Estep 
Score: -22869206.000000 Penalty: 6129.002441
	Iteration 29Q: 3 clusters Score -2.286921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 231982 members 
Entering Unmasked Estep 
Score: -22869196.000000 Penalty: 6129.002441
	Iteration 30Q: 3 clusters Score -2.28692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 231983 members 
Entering Unmasked Estep 
Score: -22869194.000000 Penalty: 6129.002441
	Iteration 31Q: 3 clusters Score -2.286919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 231991 members 
Entering Unmasked Estep 
Score: -22869188.000000 Penalty: 6129.002441
	Iteration 32Q: 3 clusters Score -2.286919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 231997 members 
Entering Unmasked Estep 
Score: -22869194.000000 Penalty: 6129.002441
	Iteration 33Q: 3 clusters Score -2.286919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 232000 members 
Entering Unmasked Estep 
Score: -22869190.000000 Penalty: 6129.002441
	Iteration 34Q: 3 clusters Score -2.286919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 231999 members 
Entering Unmasked Estep 
Score: -22869188.000000 Penalty: 6129.002441
	Iteration 35Q: 3 clusters Score -2.286919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 232002 members 
Entering Unmasked Estep 
Score: -22869188.000000 Penalty: 6129.002441
	Iteration 36Q: 3 clusters Score -2.286919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 232004 members 
Entering Unmasked Estep 
Score: -22869186.000000 Penalty: 6129.002441
	Iteration 37Q: 3 clusters Score -2.286919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 232008 members 
Entering Unmasked Estep 
Score: -22869182.000000 Penalty: 6129.002441
	Iteration 38Q: 3 clusters Score -2.286918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 232010 members 
Entering Unmasked Estep 
Score: -22869184.000000 Penalty: 6129.002441
	Iteration 39Q: 3 clusters Score -2.286918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 232009 members 
Entering Unmasked Estep 
Score: -22869194.000000 Penalty: 6129.002441
	Iteration 40F: 3 clusters Score -2.286919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Entering Unmasked Estep 
Score: -599946.687500 Penalty: 2179.533203
	Iteration 0F: 2 clusters Score -599946.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -594473.687500 Penalty: 4359.066406
	Iteration 0F: 3 clusters Score -594473.7 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -596007.375000 Penalty: 4359.066406
	Iteration 1F: 3 clusters Score -596007.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -596426.687500 Penalty: 4359.066406
	Iteration 2F: 3 clusters Score -596426.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -596889.187500 Penalty: 4359.066406
	Iteration 3F: 3 clusters Score -596889.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -597378.687500 Penalty: 4359.066406
	Iteration 4F: 3 clusters Score -597378.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -597831.062500 Penalty: 4359.066406
	Iteration 5F: 3 clusters Score -597831.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -598219.687500 Penalty: 4359.066406
	Iteration 6F: 3 clusters Score -598219.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -598494.437500 Penalty: 4359.066406
	Iteration 7F: 3 clusters Score -598494.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -598663.875000 Penalty: 4359.066406
	Iteration 8Q: 3 clusters Score -598663.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -598784.437500 Penalty: 4359.066406
	Iteration 9Q: 3 clusters Score -598784.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -598864.062500 Penalty: 4359.066406
	Iteration 10Q: 3 clusters Score -598864.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -598914.000000 Penalty: 4359.066406
	Iteration 11Q: 3 clusters Score -598914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -598942.000000 Penalty: 4359.066406
	Iteration 12Q: 3 clusters Score -598942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -598961.937500 Penalty: 4359.066406
	Iteration 13Q: 3 clusters Score -598961.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -598976.625000 Penalty: 4359.066406
	Iteration 14Q: 3 clusters Score -598976.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -599001.187500 Penalty: 4359.066406
	Iteration 15Q: 3 clusters Score -599001.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -599014.625000 Penalty: 4359.066406
	Iteration 16Q: 3 clusters Score -599014.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -599018.500000 Penalty: 4359.066406
	Iteration 17Q: 3 clusters Score -599018.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -599022.812500 Penalty: 4359.066406
	Iteration 18Q: 3 clusters Score -599022.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -599024.687500 Penalty: 4359.066406
	Iteration 19Q: 3 clusters Score -599024.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -599026.750000 Penalty: 4359.066406
	Iteration 20F: 3 clusters Score -599026.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -599028.000000 Penalty: 4359.066406
	Iteration 21Q: 3 clusters Score -599028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -599028.875000 Penalty: 4359.066406
	Iteration 22Q: 3 clusters Score -599028.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -599031.500000 Penalty: 4359.066406
	Iteration 23Q: 3 clusters Score -599031.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -599033.312500 Penalty: 4359.066406
	Iteration 24Q: 3 clusters Score -599033.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -599033.375000 Penalty: 4359.066406
	Iteration 25Q: 3 clusters Score -599033.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -599034.750000 Penalty: 4359.066406
	Iteration 26Q: 3 clusters Score -599034.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -599036.625000 Penalty: 4359.066406
	Iteration 27Q: 3 clusters Score -599036.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -599038.312500 Penalty: 4359.066406
	Iteration 28Q: 3 clusters Score -599038.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -599038.312500 Penalty: 4359.066406
	Iteration 29F: 3 clusters Score -599038.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Entering Unmasked Estep 
Score: -2516304.250000 Penalty: 2540.456055
	Iteration 0F: 2 clusters Score -2516304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2497059.500000 Penalty: 5080.912109
	Iteration 0F: 3 clusters Score -2497060 nChanged 12688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2504310.000000 Penalty: 5080.912109
	Iteration 1F: 3 clusters Score -2504310 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2505349.750000 Penalty: 5080.912109
	Iteration 2F: 3 clusters Score -2505350 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2506553.250000 Penalty: 5080.912109
	Iteration 3F: 3 clusters Score -2506553 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2507661.250000 Penalty: 5080.912109
	Iteration 4F: 3 clusters Score -2507661 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2508609.000000 Penalty: 5080.912109
	Iteration 5F: 3 clusters Score -2508609 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2509395.500000 Penalty: 5080.912109
	Iteration 6F: 3 clusters Score -2509396 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2510051.250000 Penalty: 5080.912109
	Iteration 7Q: 3 clusters Score -2510051 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2510601.500000 Penalty: 5080.912109
	Iteration 8Q: 3 clusters Score -2510602 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2511107.000000 Penalty: 5080.912109
	Iteration 9Q: 3 clusters Score -2511107 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2511555.750000 Penalty: 5080.912109
	Iteration 10Q: 3 clusters Score -2511556 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2512082.000000 Penalty: 5080.912109
	Iteration 11Q: 3 clusters Score -2512082 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2512573.750000 Penalty: 5080.912109
	Iteration 12Q: 3 clusters Score -2512574 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2512997.250000 Penalty: 5080.912109
	Iteration 13Q: 3 clusters Score -2512997 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2513277.500000 Penalty: 5080.912109
	Iteration 14Q: 3 clusters Score -2513278 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2513513.500000 Penalty: 5080.912109
	Iteration 15Q: 3 clusters Score -2513514 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2513686.250000 Penalty: 5080.912109
	Iteration 16Q: 3 clusters Score -2513686 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2513854.750000 Penalty: 5080.912109
	Iteration 17Q: 3 clusters Score -2513855 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2513989.500000 Penalty: 5080.912109
	Iteration 18Q: 3 clusters Score -2513990 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -2514142.000000 Penalty: 5080.912109
	Iteration 19Q: 3 clusters Score -2514142 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -2514324.500000 Penalty: 5080.912109
	Iteration 20F: 3 clusters Score -2514324 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -2514544.250000 Penalty: 5080.912109
	Iteration 21Q: 3 clusters Score -2514544 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -2514753.500000 Penalty: 5080.912109
	Iteration 22Q: 3 clusters Score -2514754 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -2514958.000000 Penalty: 5080.912109
	Iteration 23Q: 3 clusters Score -2514958 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2515130.000000 Penalty: 5080.912109
	Iteration 24Q: 3 clusters Score -2515130 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -2515267.500000 Penalty: 5080.912109
	Iteration 25Q: 3 clusters Score -2515268 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -2515347.500000 Penalty: 5080.912109
	Iteration 26Q: 3 clusters Score -2515348 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -2515412.750000 Penalty: 5080.912109
	Iteration 27Q: 3 clusters Score -2515413 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -2515453.250000 Penalty: 5080.912109
	Iteration 28Q: 3 clusters Score -2515453 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -2515509.750000 Penalty: 5080.912109
	Iteration 29Q: 3 clusters Score -2515510 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -2515560.750000 Penalty: 5080.912109
	Iteration 30Q: 3 clusters Score -2515561 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -2515600.750000 Penalty: 5080.912109
	Iteration 31Q: 3 clusters Score -2515601 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -2515651.500000 Penalty: 5080.912109
	Iteration 32Q: 3 clusters Score -2515652 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -2515692.250000 Penalty: 5080.912109
	Iteration 33Q: 3 clusters Score -2515692 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -2515723.000000 Penalty: 5080.912109
	Iteration 34Q: 3 clusters Score -2515723 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -2515763.500000 Penalty: 5080.912109
	Iteration 35Q: 3 clusters Score -2515764 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -2515801.750000 Penalty: 5080.912109
	Iteration 36Q: 3 clusters Score -2515802 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -2515826.250000 Penalty: 5080.912109
	Iteration 37Q: 3 clusters Score -2515826 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -2515850.500000 Penalty: 5080.912109
	Iteration 38Q: 3 clusters Score -2515850 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -2515875.250000 Penalty: 5080.912109
	Iteration 39Q: 3 clusters Score -2515875 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -2515894.750000 Penalty: 5080.912109
	Iteration 40F: 3 clusters Score -2515895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -2515910.250000 Penalty: 5080.912109
	Iteration 41Q: 3 clusters Score -2515910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -2515926.250000 Penalty: 5080.912109
	Iteration 42Q: 3 clusters Score -2515926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -2515934.000000 Penalty: 5080.912109
	Iteration 43Q: 3 clusters Score -2515934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -2515950.250000 Penalty: 5080.912109
	Iteration 44Q: 3 clusters Score -2515950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -2515958.250000 Penalty: 5080.912109
	Iteration 45Q: 3 clusters Score -2515958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -2515967.250000 Penalty: 5080.912109
	Iteration 46Q: 3 clusters Score -2515967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -2515970.500000 Penalty: 5080.912109
	Iteration 47Q: 3 clusters Score -2515970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -2515975.500000 Penalty: 5080.912109
	Iteration 48Q: 3 clusters Score -2515976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -2515991.000000 Penalty: 5080.912109
	Iteration 49Q: 3 clusters Score -2515991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -2515993.250000 Penalty: 5080.912109
	Iteration 50Q: 3 clusters Score -2515993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -2516001.500000 Penalty: 5080.912109
	Iteration 51Q: 3 clusters Score -2516002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -2516010.000000 Penalty: 5080.912109
	Iteration 52Q: 3 clusters Score -2516010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -2516014.750000 Penalty: 5080.912109
	Iteration 53Q: 3 clusters Score -2516015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -2516020.500000 Penalty: 5080.912109
	Iteration 54Q: 3 clusters Score -2516020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -2516017.750000 Penalty: 5080.912109
	Iteration 55Q: 3 clusters Score -2516018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -2516023.500000 Penalty: 5080.912109
	Iteration 56Q: 3 clusters Score -2516024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -2516030.250000 Penalty: 5080.912109
	Iteration 57Q: 3 clusters Score -2516030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -2516023.250000 Penalty: 5080.912109
	Iteration 58Q: 3 clusters Score -2516023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -2516030.750000 Penalty: 5080.912109
	Iteration 59Q: 3 clusters Score -2516031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -2516034.750000 Penalty: 5080.912109
	Iteration 60F: 3 clusters Score -2516035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -2516040.250000 Penalty: 5080.912109
	Iteration 61Q: 3 clusters Score -2516040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -2516041.750000 Penalty: 5080.912109
	Iteration 62Q: 3 clusters Score -2516042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -2516045.250000 Penalty: 5080.912109
	Iteration 63Q: 3 clusters Score -2516045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -2516044.500000 Penalty: 5080.912109
	Iteration 64Q: 3 clusters Score -2516044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -2516045.750000 Penalty: 5080.912109
	Iteration 65Q: 3 clusters Score -2516046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -2516052.750000 Penalty: 5080.912109
	Iteration 66Q: 3 clusters Score -2516053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -2516057.000000 Penalty: 5080.912109
	Iteration 67Q: 3 clusters Score -2516057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -2516056.750000 Penalty: 5080.912109
	Iteration 68Q: 3 clusters Score -2516057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -2516059.500000 Penalty: 5080.912109
	Iteration 69Q: 3 clusters Score -2516060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -2516061.000000 Penalty: 5080.912109
	Iteration 70Q: 3 clusters Score -2516061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -2516068.500000 Penalty: 5080.912109
	Iteration 71Q: 3 clusters Score -2516068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -2516073.250000 Penalty: 5080.912109
	Iteration 72Q: 3 clusters Score -2516073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -2516073.250000 Penalty: 5080.912109
	Iteration 73Q: 3 clusters Score -2516073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -2516070.750000 Penalty: 5080.912109
	Iteration 74Q: 3 clusters Score -2516071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -2516072.250000 Penalty: 5080.912109
	Iteration 75Q: 3 clusters Score -2516072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -2516073.500000 Penalty: 5080.912109
	Iteration 76Q: 3 clusters Score -2516074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -2516078.500000 Penalty: 5080.912109
	Iteration 77Q: 3 clusters Score -2516078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -2516076.750000 Penalty: 5080.912109
	Iteration 78Q: 3 clusters Score -2516077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -2516077.500000 Penalty: 5080.912109
	Iteration 79Q: 3 clusters Score -2516078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -2516076.500000 Penalty: 5080.912109
	Iteration 80F: 3 clusters Score -2516076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -2516073.500000 Penalty: 5080.912109
	Iteration 81Q: 3 clusters Score -2516074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -2516075.500000 Penalty: 5080.912109
	Iteration 82Q: 3 clusters Score -2516076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -2516074.750000 Penalty: 5080.912109
	Iteration 83Q: 3 clusters Score -2516075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -2516074.750000 Penalty: 5080.912109
	Iteration 84F: 3 clusters Score -2516075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (313231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313231 members 
Entering Unmasked Estep 
Score: -30643002.000000 Penalty: 3138.364746
	Iteration 0F: 2 clusters Score -3.0643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156562 members 
Mstep: Class 2 contains 156669 members 
Entering Unmasked Estep 
Score: -30444076.000000 Penalty: 6276.729492
	Iteration 0F: 3 clusters Score -3.044408e+07 nChanged 152147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158629 members 
Mstep: Class 2 contains 154602 members 
Entering Unmasked Estep 
Score: -30535346.000000 Penalty: 6276.729492
	Iteration 1F: 3 clusters Score -3.053535e+07 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161019 members 
Mstep: Class 2 contains 152212 members 
Entering Unmasked Estep 
Score: -30537896.000000 Penalty: 6276.729492
	Iteration 2Q: 3 clusters Score -3.05379e+07 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165075 members 
Mstep: Class 2 contains 148156 members 
Entering Unmasked Estep 
Score: -30542058.000000 Penalty: 6276.729492
	Iteration 3Q: 3 clusters Score -3.054206e+07 nChanged 15143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171362 members 
Mstep: Class 2 contains 141869 members 
Entering Unmasked Estep 
Score: -30548616.000000 Penalty: 6276.729492
	Iteration 4Q: 3 clusters Score -3.054862e+07 nChanged 18607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180193 members 
Mstep: Class 2 contains 133038 members 
Entering Unmasked Estep 
Score: -30558340.000000 Penalty: 6276.729492
	Iteration 5F: 3 clusters Score -3.055834e+07 nChanged 21257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191498 members 
Mstep: Class 2 contains 121733 members 
Entering Unmasked Estep 
Score: -30569604.000000 Penalty: 6276.729492
	Iteration 6F: 3 clusters Score -3.05696e+07 nChanged 21793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204161 members 
Mstep: Class 2 contains 109070 members 
Entering Unmasked Estep 
Score: -30581222.000000 Penalty: 6276.729492
	Iteration 7F: 3 clusters Score -3.058122e+07 nChanged 19825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216636 members 
Mstep: Class 2 contains 96595 members 
Entering Unmasked Estep 
Score: -30590480.000000 Penalty: 6276.729492
	Iteration 8F: 3 clusters Score -3.059048e+07 nChanged 16223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228357 members 
Mstep: Class 2 contains 84874 members 
Entering Unmasked Estep 
Score: -30597092.000000 Penalty: 6276.729492
	Iteration 9F: 3 clusters Score -3.059709e+07 nChanged 12863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239324 members 
Mstep: Class 2 contains 73907 members 
Entering Unmasked Estep 
Score: -30602218.000000 Penalty: 6276.729492
	Iteration 10Q: 3 clusters Score -3.060222e+07 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249842 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -30606622.000000 Penalty: 6276.729492
	Iteration 11Q: 3 clusters Score -3.060662e+07 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259963 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -30611338.000000 Penalty: 6276.729492
	Iteration 12Q: 3 clusters Score -3.061134e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269836 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -30616446.000000 Penalty: 6276.729492
	Iteration 13Q: 3 clusters Score -3.061645e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279222 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -30621380.000000 Penalty: 6276.729492
	Iteration 14Q: 3 clusters Score -3.062138e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287741 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -30626344.000000 Penalty: 6276.729492
	Iteration 15Q: 3 clusters Score -3.062634e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294864 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -30630806.000000 Penalty: 6276.729492
	Iteration 16Q: 3 clusters Score -3.063081e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300526 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -30634458.000000 Penalty: 6276.729492
	Iteration 17Q: 3 clusters Score -3.063446e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304622 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -30637004.000000 Penalty: 6276.729492
	Iteration 18Q: 3 clusters Score -3.0637e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307356 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -30638612.000000 Penalty: 6276.729492
	Iteration 19Q: 3 clusters Score -3.063861e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309013 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -30639542.000000 Penalty: 6276.729492
	Iteration 20F: 3 clusters Score -3.063954e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310050 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -30640120.000000 Penalty: 6276.729492
	Iteration 21Q: 3 clusters Score -3.064012e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310671 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -30640450.000000 Penalty: 6276.729492
	Iteration 22Q: 3 clusters Score -3.064045e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311041 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -30640738.000000 Penalty: 6276.729492
	Iteration 23Q: 3 clusters Score -3.064074e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311243 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -30640854.000000 Penalty: 6276.729492
	Iteration 24Q: 3 clusters Score -3.064085e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311378 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -30641012.000000 Penalty: 6276.729492
	Iteration 25Q: 3 clusters Score -3.064101e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311489 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -30641132.000000 Penalty: 6276.729492
	Iteration 26Q: 3 clusters Score -3.064113e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311555 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -30641154.000000 Penalty: 6276.729492
	Iteration 27Q: 3 clusters Score -3.064115e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311611 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -30641132.000000 Penalty: 6276.729492
	Iteration 28Q: 3 clusters Score -3.064113e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311633 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -30641208.000000 Penalty: 6276.729492
	Iteration 29Q: 3 clusters Score -3.064121e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311656 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -30641274.000000 Penalty: 6276.729492
	Iteration 30Q: 3 clusters Score -3.064127e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311674 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -30641308.000000 Penalty: 6276.729492
	Iteration 31Q: 3 clusters Score -3.064131e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311683 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -30641324.000000 Penalty: 6276.729492
	Iteration 32Q: 3 clusters Score -3.064132e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311691 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -30641318.000000 Penalty: 6276.729492
	Iteration 33Q: 3 clusters Score -3.064132e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311699 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -30641306.000000 Penalty: 6276.729492
	Iteration 34Q: 3 clusters Score -3.064131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311710 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -30641304.000000 Penalty: 6276.729492
	Iteration 35Q: 3 clusters Score -3.06413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311714 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -30641298.000000 Penalty: 6276.729492
	Iteration 36Q: 3 clusters Score -3.06413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311713 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -30641306.000000 Penalty: 6276.729492
	Iteration 37Q: 3 clusters Score -3.064131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311719 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -30641314.000000 Penalty: 6276.729492
	Iteration 38Q: 3 clusters Score -3.064131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311714 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -30641340.000000 Penalty: 6276.729492
	Iteration 39Q: 3 clusters Score -3.064134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311716 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -30641314.000000 Penalty: 6276.729492
	Iteration 40F: 3 clusters Score -3.064131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311716 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -30641320.000000 Penalty: 6276.729492
	Iteration 41Q: 3 clusters Score -3.064132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311714 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -30641316.000000 Penalty: 6276.729492
	Iteration 42Q: 3 clusters Score -3.064132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311712 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -30641286.000000 Penalty: 6276.729492
	Iteration 43Q: 3 clusters Score -3.064129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311710 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -30641302.000000 Penalty: 6276.729492
	Iteration 44Q: 3 clusters Score -3.06413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311713 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -30641296.000000 Penalty: 6276.729492
	Iteration 45Q: 3 clusters Score -3.06413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311714 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -30641312.000000 Penalty: 6276.729492
	Iteration 46Q: 3 clusters Score -3.064131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311714 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -30641312.000000 Penalty: 6276.729492
	Iteration 47Q: 3 clusters Score -3.064131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311712 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -30641330.000000 Penalty: 6276.729492
	Iteration 48Q: 3 clusters Score -3.064133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311711 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -30641332.000000 Penalty: 6276.729492
	Iteration 49Q: 3 clusters Score -3.064133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311714 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -30641306.000000 Penalty: 6276.729492
	Iteration 50Q: 3 clusters Score -3.064131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311712 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -30641296.000000 Penalty: 6276.729492
	Iteration 51Q: 3 clusters Score -3.06413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311705 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -30641284.000000 Penalty: 6276.729492
	Iteration 52Q: 3 clusters Score -3.064128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311704 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -30641296.000000 Penalty: 6276.729492
	Iteration 53Q: 3 clusters Score -3.06413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311699 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -30641308.000000 Penalty: 6276.729492
	Iteration 54Q: 3 clusters Score -3.064131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311698 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -30641294.000000 Penalty: 6276.729492
	Iteration 55Q: 3 clusters Score -3.064129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311699 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -30641306.000000 Penalty: 6276.729492
	Iteration 56Q: 3 clusters Score -3.064131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311702 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -30641302.000000 Penalty: 6276.729492
	Iteration 57Q: 3 clusters Score -3.06413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311706 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -30641296.000000 Penalty: 6276.729492
	Iteration 58Q: 3 clusters Score -3.06413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311708 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -30641308.000000 Penalty: 6276.729492
	Iteration 59Q: 3 clusters Score -3.064131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311710 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -30641298.000000 Penalty: 6276.729492
	Iteration 60F: 3 clusters Score -3.06413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311711 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -30641288.000000 Penalty: 6276.729492
	Iteration 61Q: 3 clusters Score -3.064129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311709 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -30641330.000000 Penalty: 6276.729492
	Iteration 62Q: 3 clusters Score -3.064133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311709 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -30641328.000000 Penalty: 6276.729492
	Iteration 63Q: 3 clusters Score -3.064133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311708 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -30641310.000000 Penalty: 6276.729492
	Iteration 64Q: 3 clusters Score -3.064131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311706 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -30641306.000000 Penalty: 6276.729492
	Iteration 65Q: 3 clusters Score -3.064131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311704 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -30641316.000000 Penalty: 6276.729492
	Iteration 66Q: 3 clusters Score -3.064132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311701 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -30641340.000000 Penalty: 6276.729492
	Iteration 67Q: 3 clusters Score -3.064134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311700 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -30641328.000000 Penalty: 6276.729492
	Iteration 68Q: 3 clusters Score -3.064133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311698 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -30641322.000000 Penalty: 6276.729492
	Iteration 69Q: 3 clusters Score -3.064132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311699 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -30641318.000000 Penalty: 6276.729492
	Iteration 70Q: 3 clusters Score -3.064132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311696 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -30641318.000000 Penalty: 6276.729492
	Iteration 71Q: 3 clusters Score -3.064132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311694 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -30641320.000000 Penalty: 6276.729492
	Iteration 72Q: 3 clusters Score -3.064132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311694 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -30641348.000000 Penalty: 6276.729492
	Iteration 73Q: 3 clusters Score -3.064135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311693 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -30641342.000000 Penalty: 6276.729492
	Iteration 74Q: 3 clusters Score -3.064134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311693 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -30641342.000000 Penalty: 6276.729492
	Iteration 75F: 3 clusters Score -3.064134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (85167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85167 members 
Entering Unmasked Estep 
Score: -8236695.000000 Penalty: 2815.387695
	Iteration 0F: 2 clusters Score -8236695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -8179969.000000 Penalty: 5630.775391
	Iteration 0F: 3 clusters Score -8179969 nChanged 40135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -8203134.500000 Penalty: 5630.775391
	Iteration 1F: 3 clusters Score -8203134 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -8204323.000000 Penalty: 5630.775391
	Iteration 2Q: 3 clusters Score -8204323 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -8205978.500000 Penalty: 5630.775391
	Iteration 3Q: 3 clusters Score -8205978 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -8208461.500000 Penalty: 5630.775391
	Iteration 4F: 3 clusters Score -8208462 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -8211954.500000 Penalty: 5630.775391
	Iteration 5F: 3 clusters Score -8211954 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -8216721.500000 Penalty: 5630.775391
	Iteration 6F: 3 clusters Score -8216722 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -8221939.500000 Penalty: 5630.775391
	Iteration 7F: 3 clusters Score -8221940 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -8225832.500000 Penalty: 5630.775391
	Iteration 8F: 3 clusters Score -8225832 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -8227907.000000 Penalty: 5630.775391
	Iteration 9Q: 3 clusters Score -8227907 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -8228808.500000 Penalty: 5630.775391
	Iteration 10Q: 3 clusters Score -8228808 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -8229316.500000 Penalty: 5630.775391
	Iteration 11Q: 3 clusters Score -8229316 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -8229624.000000 Penalty: 5630.775391
	Iteration 12Q: 3 clusters Score -8229624 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -8229793.500000 Penalty: 5630.775391
	Iteration 13Q: 3 clusters Score -8229794 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -8229854.500000 Penalty: 5630.775391
	Iteration 14Q: 3 clusters Score -8229854 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -8229957.000000 Penalty: 5630.775391
	Iteration 15Q: 3 clusters Score -8229957 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -8230013.000000 Penalty: 5630.775391
	Iteration 16Q: 3 clusters Score -8230013 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -8230064.500000 Penalty: 5630.775391
	Iteration 17Q: 3 clusters Score -8230064 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -8230077.500000 Penalty: 5630.775391
	Iteration 18Q: 3 clusters Score -8230078 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -8230120.500000 Penalty: 5630.775391
	Iteration 19Q: 3 clusters Score -8230120 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -8230174.000000 Penalty: 5630.775391
	Iteration 20F: 3 clusters Score -8230174 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -8230217.500000 Penalty: 5630.775391
	Iteration 21Q: 3 clusters Score -8230218 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -8230211.000000 Penalty: 5630.775391
	Iteration 22Q: 3 clusters Score -8230211 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -8230232.500000 Penalty: 5630.775391
	Iteration 23Q: 3 clusters Score -8230232 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -8230265.000000 Penalty: 5630.775391
	Iteration 24Q: 3 clusters Score -8230265 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -8230295.000000 Penalty: 5630.775391
	Iteration 25Q: 3 clusters Score -8230295 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -8230317.500000 Penalty: 5630.775391
	Iteration 26Q: 3 clusters Score -8230318 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -8230344.000000 Penalty: 5630.775391
	Iteration 27Q: 3 clusters Score -8230344 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -8230375.000000 Penalty: 5630.775391
	Iteration 28Q: 3 clusters Score -8230375 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -8230399.500000 Penalty: 5630.775391
	Iteration 29Q: 3 clusters Score -8230400 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -8230394.000000 Penalty: 5630.775391
	Iteration 30Q: 3 clusters Score -8230394 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -8230433.500000 Penalty: 5630.775391
	Iteration 31Q: 3 clusters Score -8230434 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -8230472.500000 Penalty: 5630.775391
	Iteration 32Q: 3 clusters Score -8230472 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -8230525.000000 Penalty: 5630.775391
	Iteration 33Q: 3 clusters Score -8230525 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -8230539.000000 Penalty: 5630.775391
	Iteration 34Q: 3 clusters Score -8230539 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -8230552.500000 Penalty: 5630.775391
	Iteration 35Q: 3 clusters Score -8230552 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -8230618.500000 Penalty: 5630.775391
	Iteration 36Q: 3 clusters Score -8230618 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -8230647.500000 Penalty: 5630.775391
	Iteration 37Q: 3 clusters Score -8230648 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -8230721.000000 Penalty: 5630.775391
	Iteration 38Q: 3 clusters Score -8230721 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -8230764.500000 Penalty: 5630.775391
	Iteration 39Q: 3 clusters Score -8230764 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -8230780.500000 Penalty: 5630.775391
	Iteration 40F: 3 clusters Score -8230780 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -8230771.500000 Penalty: 5630.775391
	Iteration 41Q: 3 clusters Score -8230772 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -8230816.000000 Penalty: 5630.775391
	Iteration 42Q: 3 clusters Score -8230816 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -8230846.000000 Penalty: 5630.775391
	Iteration 43Q: 3 clusters Score -8230846 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -8230867.000000 Penalty: 5630.775391
	Iteration 44Q: 3 clusters Score -8230867 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -8230886.000000 Penalty: 5630.775391
	Iteration 45Q: 3 clusters Score -8230886 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -8230899.500000 Penalty: 5630.775391
	Iteration 46Q: 3 clusters Score -8230900 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -8230895.500000 Penalty: 5630.775391
	Iteration 47Q: 3 clusters Score -8230896 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -8230926.000000 Penalty: 5630.775391
	Iteration 48Q: 3 clusters Score -8230926 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -8230931.500000 Penalty: 5630.775391
	Iteration 49Q: 3 clusters Score -8230932 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -8230974.000000 Penalty: 5630.775391
	Iteration 50Q: 3 clusters Score -8230974 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8231005 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8231016 nChanged 210
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Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8231012 nChanged 188
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Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8231012 nChanged 178
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Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8231018 nChanged 143
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Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8231032 nChanged 158
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Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8231026 nChanged 144
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Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8231052 nChanged 141
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Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8231056 nChanged 151
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Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8231038 nChanged 152
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Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8231068 nChanged 149
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Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8231092 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8231088 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8231108 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8231133 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8231126 nChanged 100
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Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8231134 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8231128 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8231142 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8231124 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8231136 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8231129 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8231150 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8231138 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8231152 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8231158 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8231160 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8231180 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8231191 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8231188 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8231190 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8231180 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8231184 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8231188 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8231203 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8231194 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8231202 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8231200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -8231185.000000 Penalty: 5630.775391
	Iteration 89Q: 3 clusters Score -8231185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8231180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -8231198.000000 Penalty: 5630.775391
	Iteration 91Q: 3 clusters Score -8231198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8231196 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8231184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8231187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8231184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8231195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8231198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8231190 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -8231192.000000 Penalty: 5630.775391
	Iteration 99Q: 3 clusters Score -8231192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -8231206.000000 Penalty: 5630.775391
	Iteration 100F: 3 clusters Score -8231206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -8231207.000000 Penalty: 5630.775391
	Iteration 101Q: 3 clusters Score -8231207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -8231202.500000 Penalty: 5630.775391
	Iteration 102Q: 3 clusters Score -8231202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -8231189.500000 Penalty: 5630.775391
	Iteration 103Q: 3 clusters Score -8231190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -8231200.000000 Penalty: 5630.775391
	Iteration 104Q: 3 clusters Score -8231200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -8231184.000000 Penalty: 5630.775391
	Iteration 105Q: 3 clusters Score -8231184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -8231192.000000 Penalty: 5630.775391
	Iteration 106Q: 3 clusters Score -8231192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -8231197.500000 Penalty: 5630.775391
	Iteration 107Q: 3 clusters Score -8231198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -8231191.000000 Penalty: 5630.775391
	Iteration 108Q: 3 clusters Score -8231191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -8231199.000000 Penalty: 5630.775391
	Iteration 109Q: 3 clusters Score -8231199 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8231198 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8231191 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8231195 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8231196 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8231197 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8231197 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8231198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -8231194.500000 Penalty: 5630.775391
	Iteration 117Q: 3 clusters Score -8231194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -8231191.500000 Penalty: 5630.775391
	Iteration 118Q: 3 clusters Score -8231192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -8231196.000000 Penalty: 5630.775391
	Iteration 119Q: 3 clusters Score -8231196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -8231196.000000 Penalty: 5630.775391
	Iteration 120F: 3 clusters Score -8231196 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -8231195.000000 Penalty: 5630.775391
	Iteration 121Q: 3 clusters Score -8231195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -8231197.500000 Penalty: 5630.775391
	Iteration 122Q: 3 clusters Score -8231198 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8231197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -8231193.500000 Penalty: 5630.775391
	Iteration 124Q: 3 clusters Score -8231194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -8231200.500000 Penalty: 5630.775391
	Iteration 125Q: 3 clusters Score -8231200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -8231192.500000 Penalty: 5630.775391
	Iteration 126Q: 3 clusters Score -8231192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -8231184.000000 Penalty: 5630.775391
	Iteration 127Q: 3 clusters Score -8231184 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8231185 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8231192 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8231197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8231196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8231198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -8231193.500000 Penalty: 5630.775391
	Iteration 133Q: 3 clusters Score -8231194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8231200 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48699 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8231202 nChanged 0
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 136F: 3 clusters Score -8231202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -540010.562500 Penalty: 2131.442139
	Iteration 0F: 2 clusters Score -540010.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2735 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -535204.9 nChanged 2075
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -536436.1 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -536709.6 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -536916.312500 Penalty: 4262.884277
	Iteration 3F: 3 clusters Score -536916.3 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -537094.812500 Penalty: 4262.884277
	Iteration 4F: 3 clusters Score -537094.8 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -537238.125000 Penalty: 4262.884277
	Iteration 5Q: 3 clusters Score -537238.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -537390.312500 Penalty: 4262.884277
	Iteration 6Q: 3 clusters Score -537390.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -537522.937500 Penalty: 4262.884277
	Iteration 7Q: 3 clusters Score -537522.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -537626.562500 Penalty: 4262.884277
	Iteration 8Q: 3 clusters Score -537626.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -537718.500000 Penalty: 4262.884277
	Iteration 9Q: 3 clusters Score -537718.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -537807.812500 Penalty: 4262.884277
	Iteration 10Q: 3 clusters Score -537807.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -537883.437500 Penalty: 4262.884277
	Iteration 11Q: 3 clusters Score -537883.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -537941.625000 Penalty: 4262.884277
	Iteration 12Q: 3 clusters Score -537941.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -537985.000000 Penalty: 4262.884277
	Iteration 13Q: 3 clusters Score -537985 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -538016.437500 Penalty: 4262.884277
	Iteration 14Q: 3 clusters Score -538016.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -538037.250000 Penalty: 4262.884277
	Iteration 15Q: 3 clusters Score -538037.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -538053.937500 Penalty: 4262.884277
	Iteration 16Q: 3 clusters Score -538053.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -538072.000000 Penalty: 4262.884277
	Iteration 17Q: 3 clusters Score -538072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -538091.000000 Penalty: 4262.884277
	Iteration 18Q: 3 clusters Score -538091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -538105.562500 Penalty: 4262.884277
	Iteration 19Q: 3 clusters Score -538105.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -538114.375000 Penalty: 4262.884277
	Iteration 20F: 3 clusters Score -538114.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -538122.312500 Penalty: 4262.884277
	Iteration 21Q: 3 clusters Score -538122.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -538129.187500 Penalty: 4262.884277
	Iteration 22Q: 3 clusters Score -538129.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -538133.750000 Penalty: 4262.884277
	Iteration 23Q: 3 clusters Score -538133.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -538139.625000 Penalty: 4262.884277
	Iteration 24Q: 3 clusters Score -538139.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -538147.812500 Penalty: 4262.884277
	Iteration 25Q: 3 clusters Score -538147.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -538152.687500 Penalty: 4262.884277
	Iteration 26Q: 3 clusters Score -538152.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -538155.750000 Penalty: 4262.884277
	Iteration 27Q: 3 clusters Score -538155.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -538157.875000 Penalty: 4262.884277
	Iteration 28Q: 3 clusters Score -538157.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -538158.187500 Penalty: 4262.884277
	Iteration 29Q: 3 clusters Score -538158.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -538159.375000 Penalty: 4262.884277
	Iteration 30Q: 3 clusters Score -538159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -538160.937500 Penalty: 4262.884277
	Iteration 31Q: 3 clusters Score -538160.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -538161.500000 Penalty: 4262.884277
	Iteration 32Q: 3 clusters Score -538161.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -538161.500000 Penalty: 4262.884277
	Iteration 33F: 3 clusters Score -538161.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Entering Unmasked Estep 
Score: -6963279.000000 Penalty: 2796.356689
	Iteration 0F: 2 clusters Score -6963279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -6910445.000000 Penalty: 5592.713379
	Iteration 0F: 3 clusters Score -6910445 nChanged 37060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -6937172.000000 Penalty: 5592.713379
	Iteration 1F: 3 clusters Score -6937172 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -6947229.000000 Penalty: 5592.713379
	Iteration 2F: 3 clusters Score -6947229 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -6957986.000000 Penalty: 5592.713379
	Iteration 3F: 3 clusters Score -6957986 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -6965362.000000 Penalty: 5592.713379
	Iteration 4F: 3 clusters Score -6965362 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -6969727.500000 Penalty: 5592.713379
	Iteration 5F: 3 clusters Score -6969728 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -6972537.500000 Penalty: 5592.713379
	Iteration 6Q: 3 clusters Score -6972538 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -6974383.500000 Penalty: 5592.713379
	Iteration 7Q: 3 clusters Score -6974384 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -6975427.500000 Penalty: 5592.713379
	Iteration 8Q: 3 clusters Score -6975428 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -6976081.000000 Penalty: 5592.713379
	Iteration 9Q: 3 clusters Score -6976081 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -6976562.000000 Penalty: 5592.713379
	Iteration 10Q: 3 clusters Score -6976562 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -6976922.500000 Penalty: 5592.713379
	Iteration 11Q: 3 clusters Score -6976922 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -6977124.000000 Penalty: 5592.713379
	Iteration 12Q: 3 clusters Score -6977124 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -6977234.000000 Penalty: 5592.713379
	Iteration 13Q: 3 clusters Score -6977234 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -6977359.500000 Penalty: 5592.713379
	Iteration 14Q: 3 clusters Score -6977360 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -6977399.500000 Penalty: 5592.713379
	Iteration 15Q: 3 clusters Score -6977400 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63146 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -6977424.500000 Penalty: 5592.713379
	Iteration 16Q: 3 clusters Score -6977424 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -6977463.000000 Penalty: 5592.713379
	Iteration 17Q: 3 clusters Score -6977463 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -6977477.000000 Penalty: 5592.713379
	Iteration 18Q: 3 clusters Score -6977477 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63671 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -6977479.500000 Penalty: 5592.713379
	Iteration 19Q: 3 clusters Score -6977480 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63768 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -6977502.500000 Penalty: 5592.713379
	Iteration 20F: 3 clusters Score -6977502 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63850 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -6977495.000000 Penalty: 5592.713379
	Iteration 21Q: 3 clusters Score -6977495 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -6977508.500000 Penalty: 5592.713379
	Iteration 22Q: 3 clusters Score -6977508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63960 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -6977506.000000 Penalty: 5592.713379
	Iteration 23Q: 3 clusters Score -6977506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -6977519.500000 Penalty: 5592.713379
	Iteration 24Q: 3 clusters Score -6977520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -6977520.500000 Penalty: 5592.713379
	Iteration 25Q: 3 clusters Score -6977520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64081 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -6977520.000000 Penalty: 5592.713379
	Iteration 26Q: 3 clusters Score -6977520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -6977516.500000 Penalty: 5592.713379
	Iteration 27Q: 3 clusters Score -6977516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -6977517.000000 Penalty: 5592.713379
	Iteration 28Q: 3 clusters Score -6977517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -6977535.000000 Penalty: 5592.713379
	Iteration 29Q: 3 clusters Score -6977535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64188 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -6977546.500000 Penalty: 5592.713379
	Iteration 30Q: 3 clusters Score -6977546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64210 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -6977548.500000 Penalty: 5592.713379
	Iteration 31Q: 3 clusters Score -6977548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64231 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -6977547.000000 Penalty: 5592.713379
	Iteration 32Q: 3 clusters Score -6977547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -6977549.500000 Penalty: 5592.713379
	Iteration 33Q: 3 clusters Score -6977550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -6977550.000000 Penalty: 5592.713379
	Iteration 34Q: 3 clusters Score -6977550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -6977548.000000 Penalty: 5592.713379
	Iteration 35Q: 3 clusters Score -6977548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -6977550.500000 Penalty: 5592.713379
	Iteration 36Q: 3 clusters Score -6977550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -6977546.000000 Penalty: 5592.713379
	Iteration 37Q: 3 clusters Score -6977546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64271 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -6977542.500000 Penalty: 5592.713379
	Iteration 38Q: 3 clusters Score -6977542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64271 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -6977542.500000 Penalty: 5592.713379
	Iteration 39F: 3 clusters Score -6977542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143727 members 
Mstep: Class 2 contains 10652 members 
Mstep: Class 3 contains 232550 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 28107 members 
Mstep: Class 6 contains 313231 members 
Mstep: Class 7 contains 85167 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 64271 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 234271 members 
Mstep: Class 12 contains 67466 members 
Mstep: Class 13 contains 23217 members 
Mstep: Class 14 contains 8121 members 
Mstep: Class 15 contains 226618 members 
Mstep: Class 16 contains 14605 members 
Mstep: Class 17 contains 8375 members 
Mstep: Class 18 contains 18766 members 
Mstep: Class 19 contains 15432 members 
Mstep: Class 20 contains 57096 members 
Mstep: Class 22 contains 104864 members 
Entering Unmasked Estep 
Score: -157593168.000000 Penalty: 74628.273438
Splitting cluster 9 changes total score from -157578608.000000 to -157593168.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 10 (3508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Entering Unmasked Estep 
Score: -322395.031250 Penalty: 2024.374878
	Iteration 0F: 2 clusters Score -322395 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 1716 members 
Entering Unmasked Estep 
Score: -318850.781250 Penalty: 4048.749756
	Iteration 0F: 3 clusters Score -318850.8 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -319575.718750 Penalty: 4048.749756
	Iteration 1F: 3 clusters Score -319575.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -319741.062500 Penalty: 4048.749756
	Iteration 2F: 3 clusters Score -319741.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -319826.406250 Penalty: 4048.749756
	Iteration 3Q: 3 clusters Score -319826.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -319887.437500 Penalty: 4048.749756
	Iteration 4Q: 3 clusters Score -319887.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -319924.531250 Penalty: 4048.749756
	Iteration 5Q: 3 clusters Score -319924.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -319951.187500 Penalty: 4048.749756
	Iteration 6Q: 3 clusters Score -319951.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -319971.750000 Penalty: 4048.749756
	Iteration 7Q: 3 clusters Score -319971.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -319992.281250 Penalty: 4048.749756
	Iteration 8Q: 3 clusters Score -319992.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -320009.531250 Penalty: 4048.749756
	Iteration 9Q: 3 clusters Score -320009.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -320024.250000 Penalty: 4048.749756
	Iteration 10Q: 3 clusters Score -320024.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -320038.718750 Penalty: 4048.749756
	Iteration 11Q: 3 clusters Score -320038.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -320054.750000 Penalty: 4048.749756
	Iteration 12Q: 3 clusters Score -320054.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -320064.562500 Penalty: 4048.749756
	Iteration 13Q: 3 clusters Score -320064.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -320074.250000 Penalty: 4048.749756
	Iteration 14Q: 3 clusters Score -320074.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -320082.437500 Penalty: 4048.749756
	Iteration 15Q: 3 clusters Score -320082.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -320093.125000 Penalty: 4048.749756
	Iteration 16Q: 3 clusters Score -320093.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -320104.093750 Penalty: 4048.749756
	Iteration 17Q: 3 clusters Score -320104.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -320115.218750 Penalty: 4048.749756
	Iteration 18Q: 3 clusters Score -320115.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -320121.875000 Penalty: 4048.749756
	Iteration 19Q: 3 clusters Score -320121.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -320129.718750 Penalty: 4048.749756
	Iteration 20F: 3 clusters Score -320129.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -320134.968750 Penalty: 4048.749756
	Iteration 21Q: 3 clusters Score -320135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -320141.312500 Penalty: 4048.749756
	Iteration 22Q: 3 clusters Score -320141.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -320151.406250 Penalty: 4048.749756
	Iteration 23Q: 3 clusters Score -320151.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -320158.937500 Penalty: 4048.749756
	Iteration 24Q: 3 clusters Score -320158.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -320167.687500 Penalty: 4048.749756
	Iteration 25Q: 3 clusters Score -320167.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -320174.843750 Penalty: 4048.749756
	Iteration 26Q: 3 clusters Score -320174.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -320183.500000 Penalty: 4048.749756
	Iteration 27Q: 3 clusters Score -320183.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -320187.562500 Penalty: 4048.749756
	Iteration 28Q: 3 clusters Score -320187.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -320192.906250 Penalty: 4048.749756
	Iteration 29Q: 3 clusters Score -320192.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -320199.281250 Penalty: 4048.749756
	Iteration 30Q: 3 clusters Score -320199.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -320205.500000 Penalty: 4048.749756
	Iteration 31Q: 3 clusters Score -320205.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -320214.343750 Penalty: 4048.749756
	Iteration 32Q: 3 clusters Score -320214.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -320223.406250 Penalty: 4048.749756
	Iteration 33Q: 3 clusters Score -320223.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -320234.281250 Penalty: 4048.749756
	Iteration 34Q: 3 clusters Score -320234.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -320247.281250 Penalty: 4048.749756
	Iteration 35Q: 3 clusters Score -320247.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -320255.937500 Penalty: 4048.749756
	Iteration 36Q: 3 clusters Score -320255.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -320264.093750 Penalty: 4048.749756
	Iteration 37Q: 3 clusters Score -320264.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -320274.125000 Penalty: 4048.749756
	Iteration 38Q: 3 clusters Score -320274.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -320285.218750 Penalty: 4048.749756
	Iteration 39Q: 3 clusters Score -320285.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -320293.062500 Penalty: 4048.749756
	Iteration 40F: 3 clusters Score -320293.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -320300.656250 Penalty: 4048.749756
	Iteration 41Q: 3 clusters Score -320300.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -320310.375000 Penalty: 4048.749756
	Iteration 42Q: 3 clusters Score -320310.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -320317.937500 Penalty: 4048.749756
	Iteration 43Q: 3 clusters Score -320317.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -320320.343750 Penalty: 4048.749756
	Iteration 44Q: 3 clusters Score -320320.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -320323.125000 Penalty: 4048.749756
	Iteration 45Q: 3 clusters Score -320323.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -320324.625000 Penalty: 4048.749756
	Iteration 46Q: 3 clusters Score -320324.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -320328.906250 Penalty: 4048.749756
	Iteration 47Q: 3 clusters Score -320328.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -320335.468750 Penalty: 4048.749756
	Iteration 48Q: 3 clusters Score -320335.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -320339.031250 Penalty: 4048.749756
	Iteration 49Q: 3 clusters Score -320339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -320346.062500 Penalty: 4048.749756
	Iteration 50Q: 3 clusters Score -320346.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -320356.125000 Penalty: 4048.749756
	Iteration 51Q: 3 clusters Score -320356.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -320366.250000 Penalty: 4048.749756
	Iteration 52Q: 3 clusters Score -320366.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -320372.843750 Penalty: 4048.749756
	Iteration 53Q: 3 clusters Score -320372.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -320383.843750 Penalty: 4048.749756
	Iteration 54Q: 3 clusters Score -320383.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -320397.312500 Penalty: 4048.749756
	Iteration 55Q: 3 clusters Score -320397.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -320405.562500 Penalty: 4048.749756
	Iteration 56Q: 3 clusters Score -320405.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -320414.000000 Penalty: 4048.749756
	Iteration 57Q: 3 clusters Score -320414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -320419.343750 Penalty: 4048.749756
	Iteration 58Q: 3 clusters Score -320419.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -320424.000000 Penalty: 4048.749756
	Iteration 59Q: 3 clusters Score -320424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -320428.562500 Penalty: 4048.749756
	Iteration 60F: 3 clusters Score -320428.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -320431.625000 Penalty: 4048.749756
	Iteration 61Q: 3 clusters Score -320431.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -320436.000000 Penalty: 4048.749756
	Iteration 62Q: 3 clusters Score -320436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -320438.687500 Penalty: 4048.749756
	Iteration 63Q: 3 clusters Score -320438.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -320439.375000 Penalty: 4048.749756
	Iteration 64Q: 3 clusters Score -320439.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -320443.375000 Penalty: 4048.749756
	Iteration 65Q: 3 clusters Score -320443.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -320449.531250 Penalty: 4048.749756
	Iteration 66Q: 3 clusters Score -320449.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -320456.937500 Penalty: 4048.749756
	Iteration 67Q: 3 clusters Score -320456.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -320461.281250 Penalty: 4048.749756
	Iteration 68Q: 3 clusters Score -320461.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -320465.468750 Penalty: 4048.749756
	Iteration 69Q: 3 clusters Score -320465.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -320472.968750 Penalty: 4048.749756
	Iteration 70Q: 3 clusters Score -320473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -320482.906250 Penalty: 4048.749756
	Iteration 71Q: 3 clusters Score -320482.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -320488.750000 Penalty: 4048.749756
	Iteration 72Q: 3 clusters Score -320488.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -320495.312500 Penalty: 4048.749756
	Iteration 73Q: 3 clusters Score -320495.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -320501.687500 Penalty: 4048.749756
	Iteration 74Q: 3 clusters Score -320501.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -320510.375000 Penalty: 4048.749756
	Iteration 75Q: 3 clusters Score -320510.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -320516.156250 Penalty: 4048.749756
	Iteration 76Q: 3 clusters Score -320516.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -320522.343750 Penalty: 4048.749756
	Iteration 77Q: 3 clusters Score -320522.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -320529.281250 Penalty: 4048.749756
	Iteration 78Q: 3 clusters Score -320529.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -320534.250000 Penalty: 4048.749756
	Iteration 79Q: 3 clusters Score -320534.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -320536.125000 Penalty: 4048.749756
	Iteration 80F: 3 clusters Score -320536.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -320539.687500 Penalty: 4048.749756
	Iteration 81Q: 3 clusters Score -320539.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -320546.343750 Penalty: 4048.749756
	Iteration 82Q: 3 clusters Score -320546.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -320551.718750 Penalty: 4048.749756
	Iteration 83Q: 3 clusters Score -320551.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -320556.843750 Penalty: 4048.749756
	Iteration 84Q: 3 clusters Score -320556.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -320559.406250 Penalty: 4048.749756
	Iteration 85Q: 3 clusters Score -320559.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -320565.937500 Penalty: 4048.749756
	Iteration 86Q: 3 clusters Score -320565.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -320570.656250 Penalty: 4048.749756
	Iteration 87Q: 3 clusters Score -320570.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -320573.687500 Penalty: 4048.749756
	Iteration 88Q: 3 clusters Score -320573.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -320578.812500 Penalty: 4048.749756
	Iteration 89Q: 3 clusters Score -320578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -320580.437500 Penalty: 4048.749756
	Iteration 90Q: 3 clusters Score -320580.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -320583.250000 Penalty: 4048.749756
	Iteration 91Q: 3 clusters Score -320583.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -320585.750000 Penalty: 4048.749756
	Iteration 92Q: 3 clusters Score -320585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -320589.250000 Penalty: 4048.749756
	Iteration 93Q: 3 clusters Score -320589.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -320598.187500 Penalty: 4048.749756
	Iteration 94Q: 3 clusters Score -320598.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -320609.343750 Penalty: 4048.749756
	Iteration 95Q: 3 clusters Score -320609.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -320620.718750 Penalty: 4048.749756
	Iteration 96Q: 3 clusters Score -320620.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -320634.000000 Penalty: 4048.749756
	Iteration 97Q: 3 clusters Score -320634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -320644.187500 Penalty: 4048.749756
	Iteration 98Q: 3 clusters Score -320644.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -320654.812500 Penalty: 4048.749756
	Iteration 99Q: 3 clusters Score -320654.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -320665.593750 Penalty: 4048.749756
	Iteration 100F: 3 clusters Score -320665.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -320685.468750 Penalty: 4048.749756
	Iteration 101Q: 3 clusters Score -320685.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -320713.250000 Penalty: 4048.749756
	Iteration 102Q: 3 clusters Score -320713.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -320737.125000 Penalty: 4048.749756
	Iteration 103Q: 3 clusters Score -320737.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -320758.968750 Penalty: 4048.749756
	Iteration 104Q: 3 clusters Score -320759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -320771.156250 Penalty: 4048.749756
	Iteration 105Q: 3 clusters Score -320771.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -320786.812500 Penalty: 4048.749756
	Iteration 106Q: 3 clusters Score -320786.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -320836.531250 Penalty: 4048.749756
	Iteration 107Q: 3 clusters Score -320836.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -320931.218750 Penalty: 4048.749756
	Iteration 108Q: 3 clusters Score -320931.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -320981.937500 Penalty: 4048.749756
	Iteration 109Q: 3 clusters Score -320981.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -321018.750000 Penalty: 4048.749756
	Iteration 110Q: 3 clusters Score -321018.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -321062.093750 Penalty: 4048.749756
	Iteration 111Q: 3 clusters Score -321062.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -321082.750000 Penalty: 4048.749756
	Iteration 112Q: 3 clusters Score -321082.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -321094.781250 Penalty: 4048.749756
	Iteration 113Q: 3 clusters Score -321094.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -321104.968750 Penalty: 4048.749756
	Iteration 114Q: 3 clusters Score -321105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -321108.625000 Penalty: 4048.749756
	Iteration 115Q: 3 clusters Score -321108.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -321116.812500 Penalty: 4048.749756
	Iteration 116Q: 3 clusters Score -321116.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -321124.125000 Penalty: 4048.749756
	Iteration 117Q: 3 clusters Score -321124.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -321125.687500 Penalty: 4048.749756
	Iteration 118Q: 3 clusters Score -321125.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -321127.250000 Penalty: 4048.749756
	Iteration 119Q: 3 clusters Score -321127.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -321127.250000 Penalty: 4048.749756
	Iteration 120F: 3 clusters Score -321127.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (234271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234271 members 
Entering Unmasked Estep 
Score: -22975388.000000 Penalty: 3066.330078
	Iteration 0F: 2 clusters Score -2.297539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116965 members 
Mstep: Class 2 contains 117306 members 
Entering Unmasked Estep 
Score: -22820478.000000 Penalty: 6132.660156
	Iteration 0F: 3 clusters Score -2.282048e+07 nChanged 113095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112088 members 
Mstep: Class 2 contains 122183 members 
Entering Unmasked Estep 
Score: -22888796.000000 Penalty: 6132.660156
	Iteration 1F: 3 clusters Score -2.28888e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108436 members 
Mstep: Class 2 contains 125835 members 
Entering Unmasked Estep 
Score: -22892064.000000 Penalty: 6132.660156
	Iteration 2Q: 3 clusters Score -2.289206e+07 nChanged 11930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102432 members 
Mstep: Class 2 contains 131839 members 
Entering Unmasked Estep 
Score: -22897642.000000 Penalty: 6132.660156
	Iteration 3F: 3 clusters Score -2.289764e+07 nChanged 15126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93556 members 
Mstep: Class 2 contains 140715 members 
Entering Unmasked Estep 
Score: -22906418.000000 Penalty: 6132.660156
	Iteration 4F: 3 clusters Score -2.290642e+07 nChanged 17330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82174 members 
Mstep: Class 2 contains 152097 members 
Entering Unmasked Estep 
Score: -22917706.000000 Penalty: 6132.660156
	Iteration 5F: 3 clusters Score -2.291771e+07 nChanged 17351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 164912 members 
Entering Unmasked Estep 
Score: -22928580.000000 Penalty: 6132.660156
	Iteration 6F: 3 clusters Score -2.292858e+07 nChanged 15014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 177430 members 
Entering Unmasked Estep 
Score: -22938176.000000 Penalty: 6132.660156
	Iteration 7F: 3 clusters Score -2.293818e+07 nChanged 12365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 188935 members 
Entering Unmasked Estep 
Score: -22945806.000000 Penalty: 6132.660156
	Iteration 8F: 3 clusters Score -2.294581e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 199342 members 
Entering Unmasked Estep 
Score: -22952356.000000 Penalty: 6132.660156
	Iteration 9Q: 3 clusters Score -2.295236e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 208379 members 
Entering Unmasked Estep 
Score: -22957844.000000 Penalty: 6132.660156
	Iteration 10Q: 3 clusters Score -2.295784e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 215894 members 
Entering Unmasked Estep 
Score: -22962412.000000 Penalty: 6132.660156
	Iteration 11Q: 3 clusters Score -2.296241e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 221608 members 
Entering Unmasked Estep 
Score: -22966276.000000 Penalty: 6132.660156
	Iteration 12Q: 3 clusters Score -2.296628e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 225633 members 
Entering Unmasked Estep 
Score: -22968968.000000 Penalty: 6132.660156
	Iteration 13Q: 3 clusters Score -2.296897e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 228223 members 
Entering Unmasked Estep 
Score: -22970562.000000 Penalty: 6132.660156
	Iteration 14Q: 3 clusters Score -2.297056e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 229823 members 
Entering Unmasked Estep 
Score: -22971364.000000 Penalty: 6132.660156
	Iteration 15Q: 3 clusters Score -2.297136e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 230868 members 
Entering Unmasked Estep 
Score: -22972074.000000 Penalty: 6132.660156
	Iteration 16Q: 3 clusters Score -2.297207e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 231492 members 
Entering Unmasked Estep 
Score: -22972506.000000 Penalty: 6132.660156
	Iteration 17Q: 3 clusters Score -2.297251e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 231852 members 
Entering Unmasked Estep 
Score: -22972696.000000 Penalty: 6132.660156
	Iteration 18Q: 3 clusters Score -2.29727e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 232087 members 
Entering Unmasked Estep 
Score: -22972810.000000 Penalty: 6132.660156
	Iteration 19Q: 3 clusters Score -2.297281e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 232246 members 
Entering Unmasked Estep 
Score: -22972870.000000 Penalty: 6132.660156
	Iteration 20F: 3 clusters Score -2.297287e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 232343 members 
Entering Unmasked Estep 
Score: -22972932.000000 Penalty: 6132.660156
	Iteration 21Q: 3 clusters Score -2.297293e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 232423 members 
Entering Unmasked Estep 
Score: -22972994.000000 Penalty: 6132.660156
	Iteration 22Q: 3 clusters Score -2.297299e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 232499 members 
Entering Unmasked Estep 
Score: -22972990.000000 Penalty: 6132.660156
	Iteration 23Q: 3 clusters Score -2.297299e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 232551 members 
Entering Unmasked Estep 
Score: -22973036.000000 Penalty: 6132.660156
	Iteration 24Q: 3 clusters Score -2.297304e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 232585 members 
Entering Unmasked Estep 
Score: -22973082.000000 Penalty: 6132.660156
	Iteration 25Q: 3 clusters Score -2.297308e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 232618 members 
Entering Unmasked Estep 
Score: -22973128.000000 Penalty: 6132.660156
	Iteration 26Q: 3 clusters Score -2.297313e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 232656 members 
Entering Unmasked Estep 
Score: -22973138.000000 Penalty: 6132.660156
	Iteration 27Q: 3 clusters Score -2.297314e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 232685 members 
Entering Unmasked Estep 
Score: -22973166.000000 Penalty: 6132.660156
	Iteration 28Q: 3 clusters Score -2.297317e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 232694 members 
Entering Unmasked Estep 
Score: -22973158.000000 Penalty: 6132.660156
	Iteration 29Q: 3 clusters Score -2.297316e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 232717 members 
Entering Unmasked Estep 
Score: -22973208.000000 Penalty: 6132.660156
	Iteration 30Q: 3 clusters Score -2.297321e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 232733 members 
Entering Unmasked Estep 
Score: -22973246.000000 Penalty: 6132.660156
	Iteration 31Q: 3 clusters Score -2.297325e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 232752 members 
Entering Unmasked Estep 
Score: -22973258.000000 Penalty: 6132.660156
	Iteration 32Q: 3 clusters Score -2.297326e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 232764 members 
Entering Unmasked Estep 
Score: -22973260.000000 Penalty: 6132.660156
	Iteration 33Q: 3 clusters Score -2.297326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 232778 members 
Entering Unmasked Estep 
Score: -22973282.000000 Penalty: 6132.660156
	Iteration 34Q: 3 clusters Score -2.297328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 232787 members 
Entering Unmasked Estep 
Score: -22973272.000000 Penalty: 6132.660156
	Iteration 35Q: 3 clusters Score -2.297327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 232791 members 
Entering Unmasked Estep 
Score: -22973280.000000 Penalty: 6132.660156
	Iteration 36Q: 3 clusters Score -2.297328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 232792 members 
Entering Unmasked Estep 
Score: -22973290.000000 Penalty: 6132.660156
	Iteration 37Q: 3 clusters Score -2.297329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 232796 members 
Entering Unmasked Estep 
Score: -22973286.000000 Penalty: 6132.660156
	Iteration 38Q: 3 clusters Score -2.297329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 232803 members 
Entering Unmasked Estep 
Score: -22973274.000000 Penalty: 6132.660156
	Iteration 39Q: 3 clusters Score -2.297327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 232804 members 
Entering Unmasked Estep 
Score: -22973280.000000 Penalty: 6132.660156
	Iteration 40F: 3 clusters Score -2.297328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 232806 members 
Entering Unmasked Estep 
Score: -22973282.000000 Penalty: 6132.660156
	Iteration 41Q: 3 clusters Score -2.297328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 232807 members 
Entering Unmasked Estep 
Score: -22973290.000000 Penalty: 6132.660156
	Iteration 42Q: 3 clusters Score -2.297329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 232808 members 
Entering Unmasked Estep 
Score: -22973270.000000 Penalty: 6132.660156
	Iteration 43Q: 3 clusters Score -2.297327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 232809 members 
Entering Unmasked Estep 
Score: -22973276.000000 Penalty: 6132.660156
	Iteration 44Q: 3 clusters Score -2.297328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 232812 members 
Entering Unmasked Estep 
Score: -22973272.000000 Penalty: 6132.660156
	Iteration 45Q: 3 clusters Score -2.297327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 232814 members 
Entering Unmasked Estep 
Score: -22973282.000000 Penalty: 6132.660156
	Iteration 46Q: 3 clusters Score -2.297328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 232817 members 
Entering Unmasked Estep 
Score: -22973284.000000 Penalty: 6132.660156
	Iteration 47Q: 3 clusters Score -2.297328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 232819 members 
Entering Unmasked Estep 
Score: -22973288.000000 Penalty: 6132.660156
	Iteration 48Q: 3 clusters Score -2.297329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 232818 members 
Entering Unmasked Estep 
Score: -22973290.000000 Penalty: 6132.660156
	Iteration 49Q: 3 clusters Score -2.297329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 232817 members 
Entering Unmasked Estep 
Score: -22973300.000000 Penalty: 6132.660156
	Iteration 50Q: 3 clusters Score -2.29733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 232817 members 
Entering Unmasked Estep 
Score: -22973300.000000 Penalty: 6132.660156
	Iteration 51F: 3 clusters Score -2.29733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Entering Unmasked Estep 
Score: -6527078.000000 Penalty: 2757.605957
	Iteration 0F: 2 clusters Score -6527078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -6481985.500000 Penalty: 5515.211914
	Iteration 0F: 3 clusters Score -6481986 nChanged 31591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -6500353.000000 Penalty: 5515.211914
	Iteration 1F: 3 clusters Score -6500353 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -6501866.000000 Penalty: 5515.211914
	Iteration 2F: 3 clusters Score -6501866 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -6504368.000000 Penalty: 5515.211914
	Iteration 3F: 3 clusters Score -6504368 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -6507952.500000 Penalty: 5515.211914
	Iteration 4F: 3 clusters Score -6507952 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -6512139.000000 Penalty: 5515.211914
	Iteration 5F: 3 clusters Score -6512139 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -6515735.500000 Penalty: 5515.211914
	Iteration 6F: 3 clusters Score -6515736 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -6518246.500000 Penalty: 5515.211914
	Iteration 7F: 3 clusters Score -6518246 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -6519895.000000 Penalty: 5515.211914
	Iteration 8Q: 3 clusters Score -6519895 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -6521131.000000 Penalty: 5515.211914
	Iteration 9Q: 3 clusters Score -6521131 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 58937 members 
Entering Unmasked Estep 
Score: -6522188.000000 Penalty: 5515.211914
	Iteration 10Q: 3 clusters Score -6522188 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -6523118.000000 Penalty: 5515.211914
	Iteration 11Q: 3 clusters Score -6523118 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -6523965.500000 Penalty: 5515.211914
	Iteration 12Q: 3 clusters Score -6523966 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -6524662.500000 Penalty: 5515.211914
	Iteration 13Q: 3 clusters Score -6524662 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -6525238.500000 Penalty: 5515.211914
	Iteration 14Q: 3 clusters Score -6525238 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 64020 members 
Entering Unmasked Estep 
Score: -6525698.000000 Penalty: 5515.211914
	Iteration 15Q: 3 clusters Score -6525698 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -6526090.000000 Penalty: 5515.211914
	Iteration 16Q: 3 clusters Score -6526090 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
Score: -6526328.000000 Penalty: 5515.211914
	Iteration 17Q: 3 clusters Score -6526328 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 64697 members 
Entering Unmasked Estep 
Score: -6526461.000000 Penalty: 5515.211914
	Iteration 18Q: 3 clusters Score -6526461 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -6526521.500000 Penalty: 5515.211914
	Iteration 19Q: 3 clusters Score -6526522 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 64866 members 
Entering Unmasked Estep 
Score: -6526556.000000 Penalty: 5515.211914
	Iteration 20F: 3 clusters Score -6526556 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
Score: -6526577.500000 Penalty: 5515.211914
	Iteration 21Q: 3 clusters Score -6526578 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 64971 members 
Entering Unmasked Estep 
Score: -6526599.500000 Penalty: 5515.211914
	Iteration 22Q: 3 clusters Score -6526600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 64992 members 
Entering Unmasked Estep 
Score: -6526605.000000 Penalty: 5515.211914
	Iteration 23Q: 3 clusters Score -6526605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 65013 members 
Entering Unmasked Estep 
Score: -6526626.000000 Penalty: 5515.211914
	Iteration 24Q: 3 clusters Score -6526626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
Score: -6526636.000000 Penalty: 5515.211914
	Iteration 25Q: 3 clusters Score -6526636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 65043 members 
Entering Unmasked Estep 
Score: -6526633.500000 Penalty: 5515.211914
	Iteration 26Q: 3 clusters Score -6526634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -6526634.500000 Penalty: 5515.211914
	Iteration 27Q: 3 clusters Score -6526634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -6526637.000000 Penalty: 5515.211914
	Iteration 28Q: 3 clusters Score -6526637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -6526637.000000 Penalty: 5515.211914
	Iteration 29Q: 3 clusters Score -6526637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -6526634.500000 Penalty: 5515.211914
	Iteration 30Q: 3 clusters Score -6526634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -6526632.500000 Penalty: 5515.211914
	Iteration 31Q: 3 clusters Score -6526632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -6526634.000000 Penalty: 5515.211914
	Iteration 32Q: 3 clusters Score -6526634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -6526635.500000 Penalty: 5515.211914
	Iteration 33Q: 3 clusters Score -6526636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -6526636.500000 Penalty: 5515.211914
	Iteration 34Q: 3 clusters Score -6526636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -6526636.500000 Penalty: 5515.211914
	Iteration 35F: 3 clusters Score -6526636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Entering Unmasked Estep 
Score: -2154880.500000 Penalty: 2493.054688
	Iteration 0F: 2 clusters Score -2154880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2138749.000000 Penalty: 4986.109375
	Iteration 0F: 3 clusters Score -2138749 nChanged 10297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2144493.750000 Penalty: 4986.109375
	Iteration 1F: 3 clusters Score -2144494 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2145065.500000 Penalty: 4986.109375
	Iteration 2F: 3 clusters Score -2145066 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2145721.250000 Penalty: 4986.109375
	Iteration 3F: 3 clusters Score -2145721 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2146617.000000 Penalty: 4986.109375
	Iteration 4F: 3 clusters Score -2146617 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2147889.500000 Penalty: 4986.109375
	Iteration 5F: 3 clusters Score -2147890 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2149354.000000 Penalty: 4986.109375
	Iteration 6F: 3 clusters Score -2149354 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2150951.000000 Penalty: 4986.109375
	Iteration 7F: 3 clusters Score -2150951 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2152462.500000 Penalty: 4986.109375
	Iteration 8F: 3 clusters Score -2152462 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2153615.500000 Penalty: 4986.109375
	Iteration 9F: 3 clusters Score -2153616 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2154298.000000 Penalty: 4986.109375
	Iteration 10Q: 3 clusters Score -2154298 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2154723.750000 Penalty: 4986.109375
	Iteration 11Q: 3 clusters Score -2154724 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2155093.500000 Penalty: 4986.109375
	Iteration 12Q: 3 clusters Score -2155094 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2155504.000000 Penalty: 4986.109375
	Iteration 13Q: 3 clusters Score -2155504 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2155777.000000 Penalty: 4986.109375
	Iteration 14Q: 3 clusters Score -2155777 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2155935.750000 Penalty: 4986.109375
	Iteration 15Q: 3 clusters Score -2155936 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2156007.500000 Penalty: 4986.109375
	Iteration 16Q: 3 clusters Score -2156008 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2156062.250000 Penalty: 4986.109375
	Iteration 17Q: 3 clusters Score -2156062 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2156094.000000 Penalty: 4986.109375
	Iteration 18Q: 3 clusters Score -2156094 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2156125.750000 Penalty: 4986.109375
	Iteration 19Q: 3 clusters Score -2156126 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2156145.500000 Penalty: 4986.109375
	Iteration 20F: 3 clusters Score -2156146 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2156166.000000 Penalty: 4986.109375
	Iteration 21Q: 3 clusters Score -2156166 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2156178.000000 Penalty: 4986.109375
	Iteration 22Q: 3 clusters Score -2156178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2156189.750000 Penalty: 4986.109375
	Iteration 23Q: 3 clusters Score -2156190 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2156197.250000 Penalty: 4986.109375
	Iteration 24Q: 3 clusters Score -2156197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2156205.500000 Penalty: 4986.109375
	Iteration 25Q: 3 clusters Score -2156206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2156212.250000 Penalty: 4986.109375
	Iteration 26Q: 3 clusters Score -2156212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2156223.500000 Penalty: 4986.109375
	Iteration 27Q: 3 clusters Score -2156224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2156228.250000 Penalty: 4986.109375
	Iteration 28Q: 3 clusters Score -2156228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2156228.500000 Penalty: 4986.109375
	Iteration 29Q: 3 clusters Score -2156228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2156235.250000 Penalty: 4986.109375
	Iteration 30Q: 3 clusters Score -2156235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2156243.750000 Penalty: 4986.109375
	Iteration 31Q: 3 clusters Score -2156244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2156249.250000 Penalty: 4986.109375
	Iteration 32Q: 3 clusters Score -2156249 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2156258.500000 Penalty: 4986.109375
	Iteration 33Q: 3 clusters Score -2156258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2156268.000000 Penalty: 4986.109375
	Iteration 34Q: 3 clusters Score -2156268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2156274.500000 Penalty: 4986.109375
	Iteration 35Q: 3 clusters Score -2156274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2156278.250000 Penalty: 4986.109375
	Iteration 36Q: 3 clusters Score -2156278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2156292.250000 Penalty: 4986.109375
	Iteration 37Q: 3 clusters Score -2156292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2156306.750000 Penalty: 4986.109375
	Iteration 38Q: 3 clusters Score -2156307 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2156314.500000 Penalty: 4986.109375
	Iteration 39Q: 3 clusters Score -2156314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2156312.000000 Penalty: 4986.109375
	Iteration 40F: 3 clusters Score -2156312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2156313.750000 Penalty: 4986.109375
	Iteration 41Q: 3 clusters Score -2156314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2156318.250000 Penalty: 4986.109375
	Iteration 42Q: 3 clusters Score -2156318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2156323.000000 Penalty: 4986.109375
	Iteration 43Q: 3 clusters Score -2156323 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2156333.000000 Penalty: 4986.109375
	Iteration 44Q: 3 clusters Score -2156333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2156330.500000 Penalty: 4986.109375
	Iteration 45Q: 3 clusters Score -2156330 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2156340.000000 Penalty: 4986.109375
	Iteration 46Q: 3 clusters Score -2156340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2156347.250000 Penalty: 4986.109375
	Iteration 47Q: 3 clusters Score -2156347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2156348.500000 Penalty: 4986.109375
	Iteration 48Q: 3 clusters Score -2156348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2156354.750000 Penalty: 4986.109375
	Iteration 49Q: 3 clusters Score -2156355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2156370.500000 Penalty: 4986.109375
	Iteration 50Q: 3 clusters Score -2156370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2156367.250000 Penalty: 4986.109375
	Iteration 51Q: 3 clusters Score -2156367 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2156372.750000 Penalty: 4986.109375
	Iteration 52Q: 3 clusters Score -2156373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2156383.750000 Penalty: 4986.109375
	Iteration 53Q: 3 clusters Score -2156384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2156387.750000 Penalty: 4986.109375
	Iteration 54Q: 3 clusters Score -2156388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2156390.500000 Penalty: 4986.109375
	Iteration 55Q: 3 clusters Score -2156390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2156391.750000 Penalty: 4986.109375
	Iteration 56Q: 3 clusters Score -2156392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2156397.500000 Penalty: 4986.109375
	Iteration 57Q: 3 clusters Score -2156398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2156402.500000 Penalty: 4986.109375
	Iteration 58Q: 3 clusters Score -2156402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2156415.250000 Penalty: 4986.109375
	Iteration 59Q: 3 clusters Score -2156415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2156416.750000 Penalty: 4986.109375
	Iteration 60F: 3 clusters Score -2156417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2156425.000000 Penalty: 4986.109375
	Iteration 61Q: 3 clusters Score -2156425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2156429.750000 Penalty: 4986.109375
	Iteration 62Q: 3 clusters Score -2156430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2156438.250000 Penalty: 4986.109375
	Iteration 63Q: 3 clusters Score -2156438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2156436.500000 Penalty: 4986.109375
	Iteration 64Q: 3 clusters Score -2156436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2156440.750000 Penalty: 4986.109375
	Iteration 65Q: 3 clusters Score -2156441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2156445.500000 Penalty: 4986.109375
	Iteration 66Q: 3 clusters Score -2156446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2156451.500000 Penalty: 4986.109375
	Iteration 67Q: 3 clusters Score -2156452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2156460.000000 Penalty: 4986.109375
	Iteration 68Q: 3 clusters Score -2156460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2156460.500000 Penalty: 4986.109375
	Iteration 69Q: 3 clusters Score -2156460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2156463.500000 Penalty: 4986.109375
	Iteration 70Q: 3 clusters Score -2156464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2156470.750000 Penalty: 4986.109375
	Iteration 71Q: 3 clusters Score -2156471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2156475.250000 Penalty: 4986.109375
	Iteration 72Q: 3 clusters Score -2156475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2156482.000000 Penalty: 4986.109375
	Iteration 73Q: 3 clusters Score -2156482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2156484.000000 Penalty: 4986.109375
	Iteration 74Q: 3 clusters Score -2156484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2156488.000000 Penalty: 4986.109375
	Iteration 75Q: 3 clusters Score -2156488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2156483.750000 Penalty: 4986.109375
	Iteration 76Q: 3 clusters Score -2156484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2156484.000000 Penalty: 4986.109375
	Iteration 77Q: 3 clusters Score -2156484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2156492.000000 Penalty: 4986.109375
	Iteration 78Q: 3 clusters Score -2156492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2156493.250000 Penalty: 4986.109375
	Iteration 79Q: 3 clusters Score -2156493 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2156496 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2156501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2156500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2156496 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2156498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2156499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2156498 nChanged 8
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Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2156490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2156493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2156496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2156498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2156501.500000 Penalty: 4986.109375
	Iteration 91Q: 3 clusters Score -2156502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2156499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2156495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2156501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2156505.250000 Penalty: 4986.109375
	Iteration 95Q: 3 clusters Score -2156505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2156510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2156505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2156510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2156513.500000 Penalty: 4986.109375
	Iteration 99Q: 3 clusters Score -2156514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2156515.750000 Penalty: 4986.109375
	Iteration 100F: 3 clusters Score -2156516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2156521.750000 Penalty: 4986.109375
	Iteration 101Q: 3 clusters Score -2156522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2156518.500000 Penalty: 4986.109375
	Iteration 102Q: 3 clusters Score -2156518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2156523.750000 Penalty: 4986.109375
	Iteration 103Q: 3 clusters Score -2156524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2156526.000000 Penalty: 4986.109375
	Iteration 104Q: 3 clusters Score -2156526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2156528.750000 Penalty: 4986.109375
	Iteration 105Q: 3 clusters Score -2156529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2156533.000000 Penalty: 4986.109375
	Iteration 106Q: 3 clusters Score -2156533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2156536.750000 Penalty: 4986.109375
	Iteration 107Q: 3 clusters Score -2156537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2156534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2156534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2156538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2156539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2156541.500000 Penalty: 4986.109375
	Iteration 112Q: 3 clusters Score -2156542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2156545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 16740 members 
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	Iteration 114Q: 3 clusters Score -2156545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2156548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2156556.500000 Penalty: 4986.109375
	Iteration 116Q: 3 clusters Score -2156556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2156561.000000 Penalty: 4986.109375
	Iteration 117Q: 3 clusters Score -2156561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2156566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2156575.250000 Penalty: 4986.109375
	Iteration 119Q: 3 clusters Score -2156575 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2156584.500000 Penalty: 4986.109375
	Iteration 120F: 3 clusters Score -2156584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2156593.500000 Penalty: 4986.109375
	Iteration 121Q: 3 clusters Score -2156594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2156589.750000 Penalty: 4986.109375
	Iteration 122Q: 3 clusters Score -2156590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2156594.500000 Penalty: 4986.109375
	Iteration 123Q: 3 clusters Score -2156594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2156594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2156601.250000 Penalty: 4986.109375
	Iteration 125Q: 3 clusters Score -2156601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2156602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2156603.000000 Penalty: 4986.109375
	Iteration 127Q: 3 clusters Score -2156603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2156605.500000 Penalty: 4986.109375
	Iteration 128Q: 3 clusters Score -2156606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2156606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2156602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2156608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2156608.750000 Penalty: 4986.109375
	Iteration 132Q: 3 clusters Score -2156609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2156606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2156608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2156610.000000 Penalty: 4986.109375
	Iteration 135Q: 3 clusters Score -2156610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2156610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2156617.500000 Penalty: 4986.109375
	Iteration 137Q: 3 clusters Score -2156618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2156613.750000 Penalty: 4986.109375
	Iteration 138Q: 3 clusters Score -2156614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2156620.750000 Penalty: 4986.109375
	Iteration 139Q: 3 clusters Score -2156621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2156626.750000 Penalty: 4986.109375
	Iteration 140F: 3 clusters Score -2156627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2156629.000000 Penalty: 4986.109375
	Iteration 141Q: 3 clusters Score -2156629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2156631.000000 Penalty: 4986.109375
	Iteration 142Q: 3 clusters Score -2156631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2156635.250000 Penalty: 4986.109375
	Iteration 143Q: 3 clusters Score -2156635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2156643.250000 Penalty: 4986.109375
	Iteration 144Q: 3 clusters Score -2156643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2156644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2156647.750000 Penalty: 4986.109375
	Iteration 146Q: 3 clusters Score -2156648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2156652.250000 Penalty: 4986.109375
	Iteration 147Q: 3 clusters Score -2156652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2156656.750000 Penalty: 4986.109375
	Iteration 148Q: 3 clusters Score -2156657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2156654.500000 Penalty: 4986.109375
	Iteration 149Q: 3 clusters Score -2156654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2156659.500000 Penalty: 4986.109375
	Iteration 150Q: 3 clusters Score -2156660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2156665.250000 Penalty: 4986.109375
	Iteration 151Q: 3 clusters Score -2156665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2156661.250000 Penalty: 4986.109375
	Iteration 152Q: 3 clusters Score -2156661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2156669.250000 Penalty: 4986.109375
	Iteration 153Q: 3 clusters Score -2156669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2156670.000000 Penalty: 4986.109375
	Iteration 154Q: 3 clusters Score -2156670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2156672.500000 Penalty: 4986.109375
	Iteration 155Q: 3 clusters Score -2156672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2156676.250000 Penalty: 4986.109375
	Iteration 156Q: 3 clusters Score -2156676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2156672.500000 Penalty: 4986.109375
	Iteration 157Q: 3 clusters Score -2156672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2156673.250000 Penalty: 4986.109375
	Iteration 158Q: 3 clusters Score -2156673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2156673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2156676.250000 Penalty: 4986.109375
	Iteration 160F: 3 clusters Score -2156676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2156677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2156675.500000 Penalty: 4986.109375
	Iteration 162Q: 3 clusters Score -2156676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2156673.750000 Penalty: 4986.109375
	Iteration 163Q: 3 clusters Score -2156674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2156673.750000 Penalty: 4986.109375
	Iteration 164F: 3 clusters Score -2156674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143727 members 
Mstep: Class 2 contains 10652 members 
Mstep: Class 3 contains 232550 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 28107 members 
Mstep: Class 6 contains 313231 members 
Mstep: Class 7 contains 85167 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 64271 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 234271 members 
Mstep: Class 12 contains 67466 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 8121 members 
Mstep: Class 15 contains 226618 members 
Mstep: Class 16 contains 14605 members 
Mstep: Class 17 contains 8375 members 
Mstep: Class 18 contains 18766 members 
Mstep: Class 19 contains 15432 members 
Mstep: Class 20 contains 57096 members 
Mstep: Class 21 contains 17488 members 
Mstep: Class 22 contains 104864 members 
Entering Unmasked Estep 
Score: -157593952.000000 Penalty: 78182.000000
Splitting cluster 13 changes total score from -157578608.000000 to -157593952.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 14 (8121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8121 members 
Entering Unmasked Estep 
Score: -785172.000000 Penalty: 2232.547852
	Iteration 0F: 2 clusters Score -785172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -778617.437500 Penalty: 4465.095703
	Iteration 0F: 3 clusters Score -778617.4 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -780736 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -781880.000000 Penalty: 4465.095703
	Iteration 2F: 3 clusters Score -781880 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -783443.812500 Penalty: 4465.095703
	Iteration 3F: 3 clusters Score -783443.8 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -784661.562500 Penalty: 4465.095703
	Iteration 4F: 3 clusters Score -784661.6 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -785521.125000 Penalty: 4465.095703
	Iteration 5F: 3 clusters Score -785521.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -786028.875000 Penalty: 4465.095703
	Iteration 6F: 3 clusters Score -786028.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -786360.500000 Penalty: 4465.095703
	Iteration 7Q: 3 clusters Score -786360.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -786609.937500 Penalty: 4465.095703
	Iteration 8Q: 3 clusters Score -786609.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -786761.312500 Penalty: 4465.095703
	Iteration 9Q: 3 clusters Score -786761.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -786831.500000 Penalty: 4465.095703
	Iteration 10Q: 3 clusters Score -786831.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -786863.687500 Penalty: 4465.095703
	Iteration 11Q: 3 clusters Score -786863.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -786880.625000 Penalty: 4465.095703
	Iteration 12Q: 3 clusters Score -786880.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -786890.937500 Penalty: 4465.095703
	Iteration 13Q: 3 clusters Score -786890.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -786895.750000 Penalty: 4465.095703
	Iteration 14Q: 3 clusters Score -786895.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -786899.000000 Penalty: 4465.095703
	Iteration 15Q: 3 clusters Score -786899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -786901.812500 Penalty: 4465.095703
	Iteration 16Q: 3 clusters Score -786901.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -786904.125000 Penalty: 4465.095703
	Iteration 17Q: 3 clusters Score -786904.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -786906.562500 Penalty: 4465.095703
	Iteration 18Q: 3 clusters Score -786906.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -786908.062500 Penalty: 4465.095703
	Iteration 19Q: 3 clusters Score -786908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -786907.562500 Penalty: 4465.095703
	Iteration 20F: 3 clusters Score -786907.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -786909.250000 Penalty: 4465.095703
	Iteration 21Q: 3 clusters Score -786909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -786909.000000 Penalty: 4465.095703
	Iteration 22Q: 3 clusters Score -786909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -786909.937500 Penalty: 4465.095703
	Iteration 23Q: 3 clusters Score -786909.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -786911.750000 Penalty: 4465.095703
	Iteration 24Q: 3 clusters Score -786911.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -786911.750000 Penalty: 4465.095703
	Iteration 25F: 3 clusters Score -786911.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143727 members 
Mstep: Class 2 contains 10652 members 
Mstep: Class 3 contains 232550 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 28107 members 
Mstep: Class 6 contains 313231 members 
Mstep: Class 7 contains 85167 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 64271 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 234271 members 
Mstep: Class 12 contains 67466 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 226618 members 
Mstep: Class 16 contains 14605 members 
Mstep: Class 17 contains 8375 members 
Mstep: Class 18 contains 18766 members 
Mstep: Class 19 contains 15432 members 
Mstep: Class 20 contains 57096 members 
Mstep: Class 21 contains 17488 members 
Mstep: Class 22 contains 104864 members 
Mstep: Class 23 contains 1329 members 
Entering Unmasked Estep 
Score: -157593936.000000 Penalty: 81735.726562
Splitting cluster 14 changes total score from -157578608.000000 to -157593936.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (226618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226618 members 
Entering Unmasked Estep 
Score: -22134864.000000 Penalty: 3058.093262
	Iteration 0F: 2 clusters Score -2.213486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112847 members 
Mstep: Class 2 contains 113771 members 
Entering Unmasked Estep 
Score: -21986772.000000 Penalty: 6116.186523
	Iteration 0F: 3 clusters Score -2.198677e+07 nChanged 108802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104521 members 
Mstep: Class 2 contains 122097 members 
Entering Unmasked Estep 
Score: -22051326.000000 Penalty: 6116.186523
	Iteration 1F: 3 clusters Score -2.205133e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99095 members 
Mstep: Class 2 contains 127523 members 
Entering Unmasked Estep 
Score: -22053844.000000 Penalty: 6116.186523
	Iteration 2Q: 3 clusters Score -2.205384e+07 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90707 members 
Mstep: Class 2 contains 135911 members 
Entering Unmasked Estep 
Score: -22058260.000000 Penalty: 6116.186523
	Iteration 3Q: 3 clusters Score -2.205826e+07 nChanged 14014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78179 members 
Mstep: Class 2 contains 148439 members 
Entering Unmasked Estep 
Score: -22066202.000000 Penalty: 6116.186523
	Iteration 4F: 3 clusters Score -2.20662e+07 nChanged 18051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Mstep: Class 2 contains 165394 members 
Entering Unmasked Estep 
Score: -22080348.000000 Penalty: 6116.186523
	Iteration 5F: 3 clusters Score -2.208035e+07 nChanged 20462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 185126 members 
Entering Unmasked Estep 
Score: -22098278.000000 Penalty: 6116.186523
	Iteration 6F: 3 clusters Score -2.209828e+07 nChanged 17498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 202206 members 
Entering Unmasked Estep 
Score: -22113960.000000 Penalty: 6116.186523
	Iteration 7F: 3 clusters Score -2.211396e+07 nChanged 11419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 213445 members 
Entering Unmasked Estep 
Score: -22123266.000000 Penalty: 6116.186523
	Iteration 8F: 3 clusters Score -2.212327e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 219466 members 
Entering Unmasked Estep 
Score: -22127884.000000 Penalty: 6116.186523
	Iteration 9Q: 3 clusters Score -2.212788e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 222548 members 
Entering Unmasked Estep 
Score: -22130248.000000 Penalty: 6116.186523
	Iteration 10Q: 3 clusters Score -2.213025e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 224129 members 
Entering Unmasked Estep 
Score: -22131318.000000 Penalty: 6116.186523
	Iteration 11Q: 3 clusters Score -2.213132e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 224857 members 
Entering Unmasked Estep 
Score: -22131862.000000 Penalty: 6116.186523
	Iteration 12Q: 3 clusters Score -2.213186e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 225208 members 
Entering Unmasked Estep 
Score: -22132164.000000 Penalty: 6116.186523
	Iteration 13Q: 3 clusters Score -2.213216e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 225358 members 
Entering Unmasked Estep 
Score: -22132298.000000 Penalty: 6116.186523
	Iteration 14Q: 3 clusters Score -2.21323e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 225468 members 
Entering Unmasked Estep 
Score: -22132444.000000 Penalty: 6116.186523
	Iteration 15Q: 3 clusters Score -2.213244e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 225531 members 
Entering Unmasked Estep 
Score: -22132512.000000 Penalty: 6116.186523
	Iteration 16Q: 3 clusters Score -2.213251e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 225567 members 
Entering Unmasked Estep 
Score: -22132542.000000 Penalty: 6116.186523
	Iteration 17Q: 3 clusters Score -2.213254e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 225606 members 
Entering Unmasked Estep 
Score: -22132584.000000 Penalty: 6116.186523
	Iteration 18Q: 3 clusters Score -2.213258e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 225625 members 
Entering Unmasked Estep 
Score: -22132566.000000 Penalty: 6116.186523
	Iteration 19Q: 3 clusters Score -2.213257e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 225654 members 
Entering Unmasked Estep 
Score: -22132628.000000 Penalty: 6116.186523
	Iteration 20F: 3 clusters Score -2.213263e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 225682 members 
Entering Unmasked Estep 
Score: -22132622.000000 Penalty: 6116.186523
	Iteration 21Q: 3 clusters Score -2.213262e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 225704 members 
Entering Unmasked Estep 
Score: -22132660.000000 Penalty: 6116.186523
	Iteration 22Q: 3 clusters Score -2.213266e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 225731 members 
Entering Unmasked Estep 
Score: -22132690.000000 Penalty: 6116.186523
	Iteration 23Q: 3 clusters Score -2.213269e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 225739 members 
Entering Unmasked Estep 
Score: -22132772.000000 Penalty: 6116.186523
	Iteration 24Q: 3 clusters Score -2.213277e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 225749 members 
Entering Unmasked Estep 
Score: -22132804.000000 Penalty: 6116.186523
	Iteration 25Q: 3 clusters Score -2.21328e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 225761 members 
Entering Unmasked Estep 
Score: -22132828.000000 Penalty: 6116.186523
	Iteration 26Q: 3 clusters Score -2.213283e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 225765 members 
Entering Unmasked Estep 
Score: -22132858.000000 Penalty: 6116.186523
	Iteration 27Q: 3 clusters Score -2.213286e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 225768 members 
Entering Unmasked Estep 
Score: -22132878.000000 Penalty: 6116.186523
	Iteration 28Q: 3 clusters Score -2.213288e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 225765 members 
Entering Unmasked Estep 
Score: -22132904.000000 Penalty: 6116.186523
	Iteration 29Q: 3 clusters Score -2.21329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 225766 members 
Entering Unmasked Estep 
Score: -22132914.000000 Penalty: 6116.186523
	Iteration 30Q: 3 clusters Score -2.213291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 225766 members 
Entering Unmasked Estep 
Score: -22132902.000000 Penalty: 6116.186523
	Iteration 31Q: 3 clusters Score -2.21329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 225765 members 
Entering Unmasked Estep 
Score: -22132920.000000 Penalty: 6116.186523
	Iteration 32Q: 3 clusters Score -2.213292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 225758 members 
Entering Unmasked Estep 
Score: -22132914.000000 Penalty: 6116.186523
	Iteration 33Q: 3 clusters Score -2.213291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 225755 members 
Entering Unmasked Estep 
Score: -22132936.000000 Penalty: 6116.186523
	Iteration 34Q: 3 clusters Score -2.213294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 225755 members 
Entering Unmasked Estep 
Score: -22132932.000000 Penalty: 6116.186523
	Iteration 35Q: 3 clusters Score -2.213293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 225748 members 
Entering Unmasked Estep 
Score: -22132928.000000 Penalty: 6116.186523
	Iteration 36Q: 3 clusters Score -2.213293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 225748 members 
Entering Unmasked Estep 
Score: -22132934.000000 Penalty: 6116.186523
	Iteration 37Q: 3 clusters Score -2.213293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 225742 members 
Entering Unmasked Estep 
Score: -22132928.000000 Penalty: 6116.186523
	Iteration 38Q: 3 clusters Score -2.213293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 225738 members 
Entering Unmasked Estep 
Score: -22132938.000000 Penalty: 6116.186523
	Iteration 39Q: 3 clusters Score -2.213294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 225733 members 
Entering Unmasked Estep 
Score: -22132936.000000 Penalty: 6116.186523
	Iteration 40F: 3 clusters Score -2.213294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 225735 members 
Entering Unmasked Estep 
Score: -22132960.000000 Penalty: 6116.186523
	Iteration 41Q: 3 clusters Score -2.213296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 225734 members 
Entering Unmasked Estep 
Score: -22132960.000000 Penalty: 6116.186523
	Iteration 42Q: 3 clusters Score -2.213296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 225731 members 
Entering Unmasked Estep 
Score: -22132948.000000 Penalty: 6116.186523
	Iteration 43Q: 3 clusters Score -2.213295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 225729 members 
Entering Unmasked Estep 
Score: -22132952.000000 Penalty: 6116.186523
	Iteration 44Q: 3 clusters Score -2.213295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 225729 members 
Entering Unmasked Estep 
Score: -22132964.000000 Penalty: 6116.186523
	Iteration 45Q: 3 clusters Score -2.213296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 225726 members 
Entering Unmasked Estep 
Score: -22132962.000000 Penalty: 6116.186523
	Iteration 46Q: 3 clusters Score -2.213296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 225729 members 
Entering Unmasked Estep 
Score: -22132944.000000 Penalty: 6116.186523
	Iteration 47Q: 3 clusters Score -2.213294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 225728 members 
Entering Unmasked Estep 
Score: -22132972.000000 Penalty: 6116.186523
	Iteration 48Q: 3 clusters Score -2.213297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 225730 members 
Entering Unmasked Estep 
Score: -22132976.000000 Penalty: 6116.186523
	Iteration 49Q: 3 clusters Score -2.213298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 225731 members 
Entering Unmasked Estep 
Score: -22132970.000000 Penalty: 6116.186523
	Iteration 50Q: 3 clusters Score -2.213297e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 225731 members 
Entering Unmasked Estep 
Score: -22132984.000000 Penalty: 6116.186523
	Iteration 51Q: 3 clusters Score -2.213298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 225736 members 
Entering Unmasked Estep 
Score: -22132978.000000 Penalty: 6116.186523
	Iteration 52Q: 3 clusters Score -2.213298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 225735 members 
Entering Unmasked Estep 
Score: -22132980.000000 Penalty: 6116.186523
	Iteration 53Q: 3 clusters Score -2.213298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 225733 members 
Entering Unmasked Estep 
Score: -22132986.000000 Penalty: 6116.186523
	Iteration 54Q: 3 clusters Score -2.213299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 225725 members 
Entering Unmasked Estep 
Score: -22133000.000000 Penalty: 6116.186523
	Iteration 55Q: 3 clusters Score -2.2133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 225723 members 
Entering Unmasked Estep 
Score: -22133034.000000 Penalty: 6116.186523
	Iteration 56Q: 3 clusters Score -2.213303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 225720 members 
Entering Unmasked Estep 
Score: -22133022.000000 Penalty: 6116.186523
	Iteration 57Q: 3 clusters Score -2.213302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 225718 members 
Entering Unmasked Estep 
Score: -22133030.000000 Penalty: 6116.186523
	Iteration 58Q: 3 clusters Score -2.213303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 225716 members 
Entering Unmasked Estep 
Score: -22133024.000000 Penalty: 6116.186523
	Iteration 59Q: 3 clusters Score -2.213302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 225714 members 
Entering Unmasked Estep 
Score: -22133032.000000 Penalty: 6116.186523
	Iteration 60F: 3 clusters Score -2.213303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 225705 members 
Entering Unmasked Estep 
Score: -22133026.000000 Penalty: 6116.186523
	Iteration 61Q: 3 clusters Score -2.213303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 225697 members 
Entering Unmasked Estep 
Score: -22133030.000000 Penalty: 6116.186523
	Iteration 62Q: 3 clusters Score -2.213303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 225691 members 
Entering Unmasked Estep 
Score: -22133046.000000 Penalty: 6116.186523
	Iteration 63Q: 3 clusters Score -2.213305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 225686 members 
Entering Unmasked Estep 
Score: -22133042.000000 Penalty: 6116.186523
	Iteration 64Q: 3 clusters Score -2.213304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 225684 members 
Entering Unmasked Estep 
Score: -22133056.000000 Penalty: 6116.186523
	Iteration 65Q: 3 clusters Score -2.213306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 225678 members 
Entering Unmasked Estep 
Score: -22133048.000000 Penalty: 6116.186523
	Iteration 66Q: 3 clusters Score -2.213305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 225675 members 
Entering Unmasked Estep 
Score: -22133058.000000 Penalty: 6116.186523
	Iteration 67Q: 3 clusters Score -2.213306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 225674 members 
Entering Unmasked Estep 
Score: -22133056.000000 Penalty: 6116.186523
	Iteration 68Q: 3 clusters Score -2.213306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 225674 members 
Entering Unmasked Estep 
Score: -22133056.000000 Penalty: 6116.186523
	Iteration 69F: 3 clusters Score -2.213306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Entering Unmasked Estep 
Score: -794556.187500 Penalty: 2240.185547
	Iteration 0F: 2 clusters Score -794556.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -787882.750000 Penalty: 4480.371094
	Iteration 0F: 3 clusters Score -787882.8 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -789863.687500 Penalty: 4480.371094
	Iteration 1F: 3 clusters Score -789863.7 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -790171.812500 Penalty: 4480.371094
	Iteration 2F: 3 clusters Score -790171.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -790353.562500 Penalty: 4480.371094
	Iteration 3Q: 3 clusters Score -790353.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -790474.062500 Penalty: 4480.371094
	Iteration 4Q: 3 clusters Score -790474.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -790576.250000 Penalty: 4480.371094
	Iteration 5Q: 3 clusters Score -790576.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -790652.937500 Penalty: 4480.371094
	Iteration 6Q: 3 clusters Score -790652.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -790726.875000 Penalty: 4480.371094
	Iteration 7Q: 3 clusters Score -790726.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -790796.062500 Penalty: 4480.371094
	Iteration 8Q: 3 clusters Score -790796.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -790871.437500 Penalty: 4480.371094
	Iteration 9Q: 3 clusters Score -790871.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -790943.125000 Penalty: 4480.371094
	Iteration 10Q: 3 clusters Score -790943.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -791026.000000 Penalty: 4480.371094
	Iteration 11Q: 3 clusters Score -791026 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -791125.500000 Penalty: 4480.371094
	Iteration 12Q: 3 clusters Score -791125.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -791246.187500 Penalty: 4480.371094
	Iteration 13Q: 3 clusters Score -791246.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -791361.812500 Penalty: 4480.371094
	Iteration 14Q: 3 clusters Score -791361.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -791482.562500 Penalty: 4480.371094
	Iteration 15Q: 3 clusters Score -791482.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -791601.062500 Penalty: 4480.371094
	Iteration 16Q: 3 clusters Score -791601.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -791723.812500 Penalty: 4480.371094
	Iteration 17Q: 3 clusters Score -791723.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -791856.187500 Penalty: 4480.371094
	Iteration 18Q: 3 clusters Score -791856.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -791998.812500 Penalty: 4480.371094
	Iteration 19Q: 3 clusters Score -791998.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -792162.750000 Penalty: 4480.371094
	Iteration 20F: 3 clusters Score -792162.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -792337.500000 Penalty: 4480.371094
	Iteration 21Q: 3 clusters Score -792337.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -792496.250000 Penalty: 4480.371094
	Iteration 22Q: 3 clusters Score -792496.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -792627.562500 Penalty: 4480.371094
	Iteration 23Q: 3 clusters Score -792627.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -792724.562500 Penalty: 4480.371094
	Iteration 24Q: 3 clusters Score -792724.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -792798.312500 Penalty: 4480.371094
	Iteration 25Q: 3 clusters Score -792798.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -792857.125000 Penalty: 4480.371094
	Iteration 26Q: 3 clusters Score -792857.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -792899.812500 Penalty: 4480.371094
	Iteration 27Q: 3 clusters Score -792899.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -792926.750000 Penalty: 4480.371094
	Iteration 28Q: 3 clusters Score -792926.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -792954.562500 Penalty: 4480.371094
	Iteration 29Q: 3 clusters Score -792954.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -792967.062500 Penalty: 4480.371094
	Iteration 30Q: 3 clusters Score -792967.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -792982.375000 Penalty: 4480.371094
	Iteration 31Q: 3 clusters Score -792982.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -793002.000000 Penalty: 4480.371094
	Iteration 32Q: 3 clusters Score -793002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -793016.125000 Penalty: 4480.371094
	Iteration 33Q: 3 clusters Score -793016.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -793028.937500 Penalty: 4480.371094
	Iteration 34Q: 3 clusters Score -793028.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -793040.187500 Penalty: 4480.371094
	Iteration 35Q: 3 clusters Score -793040.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -793045.437500 Penalty: 4480.371094
	Iteration 36Q: 3 clusters Score -793045.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -793057.000000 Penalty: 4480.371094
	Iteration 37Q: 3 clusters Score -793057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -793059.937500 Penalty: 4480.371094
	Iteration 38Q: 3 clusters Score -793059.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -793064.125000 Penalty: 4480.371094
	Iteration 39Q: 3 clusters Score -793064.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -793067.062500 Penalty: 4480.371094
	Iteration 40F: 3 clusters Score -793067.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -793068.187500 Penalty: 4480.371094
	Iteration 41Q: 3 clusters Score -793068.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -793068.312500 Penalty: 4480.371094
	Iteration 42Q: 3 clusters Score -793068.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -793068.937500 Penalty: 4480.371094
	Iteration 43Q: 3 clusters Score -793068.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -793071.062500 Penalty: 4480.371094
	Iteration 44Q: 3 clusters Score -793071.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -793073.375000 Penalty: 4480.371094
	Iteration 45Q: 3 clusters Score -793073.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -793074.562500 Penalty: 4480.371094
	Iteration 46Q: 3 clusters Score -793074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -793073.687500 Penalty: 4480.371094
	Iteration 47Q: 3 clusters Score -793073.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -793071.937500 Penalty: 4480.371094
	Iteration 48Q: 3 clusters Score -793071.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -793071.937500 Penalty: 4480.371094
	Iteration 49F: 3 clusters Score -793071.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Entering Unmasked Estep 
Score: -1761242.500000 Penalty: 2440.270752
	Iteration 0F: 2 clusters Score -1761242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1747983.875000 Penalty: 4880.541504
	Iteration 0F: 3 clusters Score -1747984 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1752607.375000 Penalty: 4880.541504
	Iteration 1F: 3 clusters Score -1752607 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1753322.500000 Penalty: 4880.541504
	Iteration 2F: 3 clusters Score -1753322 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1754226.000000 Penalty: 4880.541504
	Iteration 3F: 3 clusters Score -1754226 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1755862.750000 Penalty: 4880.541504
	Iteration 4F: 3 clusters Score -1755863 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1758467.500000 Penalty: 4880.541504
	Iteration 5F: 3 clusters Score -1758468 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1760631.375000 Penalty: 4880.541504
	Iteration 6F: 3 clusters Score -1760631 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1761552.875000 Penalty: 4880.541504
	Iteration 7F: 3 clusters Score -1761553 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1761948.750000 Penalty: 4880.541504
	Iteration 8Q: 3 clusters Score -1761949 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1762176.125000 Penalty: 4880.541504
	Iteration 9Q: 3 clusters Score -1762176 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1762385.750000 Penalty: 4880.541504
	Iteration 10Q: 3 clusters Score -1762386 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1762582.875000 Penalty: 4880.541504
	Iteration 11Q: 3 clusters Score -1762583 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1762786.125000 Penalty: 4880.541504
	Iteration 12Q: 3 clusters Score -1762786 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1763024.375000 Penalty: 4880.541504
	Iteration 13Q: 3 clusters Score -1763024 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1763325.625000 Penalty: 4880.541504
	Iteration 14Q: 3 clusters Score -1763326 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1763660.875000 Penalty: 4880.541504
	Iteration 15Q: 3 clusters Score -1763661 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1763891.375000 Penalty: 4880.541504
	Iteration 16Q: 3 clusters Score -1763891 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1764014.000000 Penalty: 4880.541504
	Iteration 17Q: 3 clusters Score -1764014 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1764082.875000 Penalty: 4880.541504
	Iteration 18Q: 3 clusters Score -1764083 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1764117.750000 Penalty: 4880.541504
	Iteration 19Q: 3 clusters Score -1764118 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1764139.875000 Penalty: 4880.541504
	Iteration 20F: 3 clusters Score -1764140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1764143.750000 Penalty: 4880.541504
	Iteration 21Q: 3 clusters Score -1764144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1764152.875000 Penalty: 4880.541504
	Iteration 22Q: 3 clusters Score -1764153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1764156.125000 Penalty: 4880.541504
	Iteration 23Q: 3 clusters Score -1764156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1764168.625000 Penalty: 4880.541504
	Iteration 24Q: 3 clusters Score -1764169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1764166.375000 Penalty: 4880.541504
	Iteration 25Q: 3 clusters Score -1764166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1764168.250000 Penalty: 4880.541504
	Iteration 26Q: 3 clusters Score -1764168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1764167.625000 Penalty: 4880.541504
	Iteration 27Q: 3 clusters Score -1764168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1764166.750000 Penalty: 4880.541504
	Iteration 28Q: 3 clusters Score -1764167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1764169.750000 Penalty: 4880.541504
	Iteration 29Q: 3 clusters Score -1764170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1764170.000000 Penalty: 4880.541504
	Iteration 30Q: 3 clusters Score -1764170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1764171.125000 Penalty: 4880.541504
	Iteration 31Q: 3 clusters Score -1764171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1764169.375000 Penalty: 4880.541504
	Iteration 32Q: 3 clusters Score -1764169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1764172.500000 Penalty: 4880.541504
	Iteration 33Q: 3 clusters Score -1764172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1764174.875000 Penalty: 4880.541504
	Iteration 34Q: 3 clusters Score -1764175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1764173.625000 Penalty: 4880.541504
	Iteration 35Q: 3 clusters Score -1764174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1764173.375000 Penalty: 4880.541504
	Iteration 36Q: 3 clusters Score -1764173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1764176.375000 Penalty: 4880.541504
	Iteration 37Q: 3 clusters Score -1764176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1764181.875000 Penalty: 4880.541504
	Iteration 38Q: 3 clusters Score -1764182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1764179.750000 Penalty: 4880.541504
	Iteration 39Q: 3 clusters Score -1764180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1764181.750000 Penalty: 4880.541504
	Iteration 40F: 3 clusters Score -1764182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1764179.500000 Penalty: 4880.541504
	Iteration 41Q: 3 clusters Score -1764180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1764179.500000 Penalty: 4880.541504
	Iteration 42F: 3 clusters Score -1764180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143727 members 
Mstep: Class 2 contains 10652 members 
Mstep: Class 3 contains 232550 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 28107 members 
Mstep: Class 6 contains 313231 members 
Mstep: Class 7 contains 85167 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 64271 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 234271 members 
Mstep: Class 12 contains 67466 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 226618 members 
Mstep: Class 16 contains 14605 members 
Mstep: Class 17 contains 8375 members 
Mstep: Class 18 contains 4522 members 
Mstep: Class 19 contains 15432 members 
Mstep: Class 20 contains 57096 members 
Mstep: Class 21 contains 17488 members 
Mstep: Class 22 contains 104864 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 14244 members 
Entering Unmasked Estep 
Score: -157595408.000000 Penalty: 85289.453125
Splitting cluster 18 changes total score from -157578608.000000 to -157595408.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (15432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Entering Unmasked Estep 
Score: -1316462.375000 Penalty: 2391.761230
	Iteration 0F: 2 clusters Score -1316462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1305395.750000 Penalty: 4783.522461
	Iteration 0F: 3 clusters Score -1305396 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1309831.750000 Penalty: 4783.522461
	Iteration 1F: 3 clusters Score -1309832 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1311761.625000 Penalty: 4783.522461
	Iteration 2F: 3 clusters Score -1311762 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1314385.625000 Penalty: 4783.522461
	Iteration 3F: 3 clusters Score -1314386 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1316774.000000 Penalty: 4783.522461
	Iteration 4F: 3 clusters Score -1316774 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1318233.875000 Penalty: 4783.522461
	Iteration 5F: 3 clusters Score -1318234 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1318921.625000 Penalty: 4783.522461
	Iteration 6F: 3 clusters Score -1318922 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1319181.125000 Penalty: 4783.522461
	Iteration 7Q: 3 clusters Score -1319181 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1319321.125000 Penalty: 4783.522461
	Iteration 8Q: 3 clusters Score -1319321 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1319401.875000 Penalty: 4783.522461
	Iteration 9Q: 3 clusters Score -1319402 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1319464.875000 Penalty: 4783.522461
	Iteration 10Q: 3 clusters Score -1319465 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1319518.625000 Penalty: 4783.522461
	Iteration 11Q: 3 clusters Score -1319519 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1319577.125000 Penalty: 4783.522461
	Iteration 12Q: 3 clusters Score -1319577 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1319638.500000 Penalty: 4783.522461
	Iteration 13Q: 3 clusters Score -1319638 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1319688.625000 Penalty: 4783.522461
	Iteration 14Q: 3 clusters Score -1319689 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1319721.750000 Penalty: 4783.522461
	Iteration 15Q: 3 clusters Score -1319722 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1319755.625000 Penalty: 4783.522461
	Iteration 16Q: 3 clusters Score -1319756 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1319768.000000 Penalty: 4783.522461
	Iteration 17Q: 3 clusters Score -1319768 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1319786.250000 Penalty: 4783.522461
	Iteration 18Q: 3 clusters Score -1319786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1319791.875000 Penalty: 4783.522461
	Iteration 19Q: 3 clusters Score -1319792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1319796.000000 Penalty: 4783.522461
	Iteration 20F: 3 clusters Score -1319796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1319797.625000 Penalty: 4783.522461
	Iteration 21Q: 3 clusters Score -1319798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1319800.500000 Penalty: 4783.522461
	Iteration 22Q: 3 clusters Score -1319800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1319807.250000 Penalty: 4783.522461
	Iteration 23Q: 3 clusters Score -1319807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1319807.750000 Penalty: 4783.522461
	Iteration 24Q: 3 clusters Score -1319808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1319812.500000 Penalty: 4783.522461
	Iteration 25Q: 3 clusters Score -1319812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1319816.250000 Penalty: 4783.522461
	Iteration 26Q: 3 clusters Score -1319816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1319817.125000 Penalty: 4783.522461
	Iteration 27Q: 3 clusters Score -1319817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1319819.000000 Penalty: 4783.522461
	Iteration 28Q: 3 clusters Score -1319819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1319818.250000 Penalty: 4783.522461
	Iteration 29Q: 3 clusters Score -1319818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1319817.750000 Penalty: 4783.522461
	Iteration 30Q: 3 clusters Score -1319818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1319820.875000 Penalty: 4783.522461
	Iteration 31Q: 3 clusters Score -1319821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1319821.500000 Penalty: 4783.522461
	Iteration 32Q: 3 clusters Score -1319822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1319825.625000 Penalty: 4783.522461
	Iteration 33Q: 3 clusters Score -1319826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1319827.375000 Penalty: 4783.522461
	Iteration 34Q: 3 clusters Score -1319827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1319827.000000 Penalty: 4783.522461
	Iteration 35Q: 3 clusters Score -1319827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1319826.750000 Penalty: 4783.522461
	Iteration 36Q: 3 clusters Score -1319827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1319826.000000 Penalty: 4783.522461
	Iteration 37Q: 3 clusters Score -1319826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1319828.750000 Penalty: 4783.522461
	Iteration 38Q: 3 clusters Score -1319829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1319830.250000 Penalty: 4783.522461
	Iteration 39Q: 3 clusters Score -1319830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1319831.000000 Penalty: 4783.522461
	Iteration 40F: 3 clusters Score -1319831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1319832.750000 Penalty: 4783.522461
	Iteration 41Q: 3 clusters Score -1319833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1319833.500000 Penalty: 4783.522461
	Iteration 42Q: 3 clusters Score -1319834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1319831.375000 Penalty: 4783.522461
	Iteration 43Q: 3 clusters Score -1319831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1319830.750000 Penalty: 4783.522461
	Iteration 44Q: 3 clusters Score -1319831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1319829.875000 Penalty: 4783.522461
	Iteration 45Q: 3 clusters Score -1319830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1319832.625000 Penalty: 4783.522461
	Iteration 46Q: 3 clusters Score -1319833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1319832.625000 Penalty: 4783.522461
	Iteration 47F: 3 clusters Score -1319833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143727 members 
Mstep: Class 2 contains 10652 members 
Mstep: Class 3 contains 232550 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 28107 members 
Mstep: Class 6 contains 313231 members 
Mstep: Class 7 contains 85167 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 64271 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 234271 members 
Mstep: Class 12 contains 67466 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 226618 members 
Mstep: Class 16 contains 14605 members 
Mstep: Class 17 contains 8375 members 
Mstep: Class 18 contains 4522 members 
Mstep: Class 19 contains 11458 members 
Mstep: Class 20 contains 57096 members 
Mstep: Class 21 contains 17488 members 
Mstep: Class 22 contains 104864 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 14244 members 
Mstep: Class 25 contains 3974 members 
Entering Unmasked Estep 
Score: -157597184.000000 Penalty: 88843.179688
Splitting cluster 19 changes total score from -157578608.000000 to -157597184.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (57096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Entering Unmasked Estep 
Score: -5388641.000000 Penalty: 2716.217285
	Iteration 0F: 2 clusters Score -5388641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -5350395.500000 Penalty: 5432.434570
	Iteration 0F: 3 clusters Score -5350396 nChanged 26459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -5366298.000000 Penalty: 5432.434570
	Iteration 1F: 3 clusters Score -5366298 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -5368855.000000 Penalty: 5432.434570
	Iteration 2F: 3 clusters Score -5368855 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -5372553.000000 Penalty: 5432.434570
	Iteration 3F: 3 clusters Score -5372553 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -5376558.000000 Penalty: 5432.434570
	Iteration 4F: 3 clusters Score -5376558 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -5379678.000000 Penalty: 5432.434570
	Iteration 5F: 3 clusters Score -5379678 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -5381686.000000 Penalty: 5432.434570
	Iteration 6F: 3 clusters Score -5381686 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -5382979.000000 Penalty: 5432.434570
	Iteration 7Q: 3 clusters Score -5382979 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -5383862.000000 Penalty: 5432.434570
	Iteration 8Q: 3 clusters Score -5383862 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -5384655.000000 Penalty: 5432.434570
	Iteration 9Q: 3 clusters Score -5384655 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -5385358.000000 Penalty: 5432.434570
	Iteration 10Q: 3 clusters Score -5385358 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -5385988.500000 Penalty: 5432.434570
	Iteration 11Q: 3 clusters Score -5385988 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -5386548.000000 Penalty: 5432.434570
	Iteration 12Q: 3 clusters Score -5386548 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -5387028.000000 Penalty: 5432.434570
	Iteration 13Q: 3 clusters Score -5387028 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -5387419.000000 Penalty: 5432.434570
	Iteration 14Q: 3 clusters Score -5387419 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -5387784.000000 Penalty: 5432.434570
	Iteration 15Q: 3 clusters Score -5387784 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -5388070.500000 Penalty: 5432.434570
	Iteration 16Q: 3 clusters Score -5388070 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -5388394.500000 Penalty: 5432.434570
	Iteration 17Q: 3 clusters Score -5388394 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -5388633.000000 Penalty: 5432.434570
	Iteration 18Q: 3 clusters Score -5388633 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -5388908.500000 Penalty: 5432.434570
	Iteration 19Q: 3 clusters Score -5388908 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -5389149.000000 Penalty: 5432.434570
	Iteration 20F: 3 clusters Score -5389149 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -5389299.000000 Penalty: 5432.434570
	Iteration 21Q: 3 clusters Score -5389299 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -5389448.000000 Penalty: 5432.434570
	Iteration 22Q: 3 clusters Score -5389448 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -5389535.500000 Penalty: 5432.434570
	Iteration 23Q: 3 clusters Score -5389536 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -5389667.000000 Penalty: 5432.434570
	Iteration 24Q: 3 clusters Score -5389667 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -5389751.000000 Penalty: 5432.434570
	Iteration 25Q: 3 clusters Score -5389751 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -5389834.500000 Penalty: 5432.434570
	Iteration 26Q: 3 clusters Score -5389834 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -5389890.500000 Penalty: 5432.434570
	Iteration 27Q: 3 clusters Score -5389890 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -5389916.500000 Penalty: 5432.434570
	Iteration 28Q: 3 clusters Score -5389916 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -5389955.500000 Penalty: 5432.434570
	Iteration 29Q: 3 clusters Score -5389956 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -5389989.500000 Penalty: 5432.434570
	Iteration 30Q: 3 clusters Score -5389990 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 53110 members 
Entering Unmasked Estep 
Score: -5390039.500000 Penalty: 5432.434570
	Iteration 31Q: 3 clusters Score -5390040 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -5390065.500000 Penalty: 5432.434570
	Iteration 32Q: 3 clusters Score -5390066 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -5390110.000000 Penalty: 5432.434570
	Iteration 33Q: 3 clusters Score -5390110 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -5390145.500000 Penalty: 5432.434570
	Iteration 34Q: 3 clusters Score -5390146 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -5390164.500000 Penalty: 5432.434570
	Iteration 35Q: 3 clusters Score -5390164 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -5390171.000000 Penalty: 5432.434570
	Iteration 36Q: 3 clusters Score -5390171 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -5390190.500000 Penalty: 5432.434570
	Iteration 37Q: 3 clusters Score -5390190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -5390178.500000 Penalty: 5432.434570
	Iteration 38Q: 3 clusters Score -5390178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -5390182.000000 Penalty: 5432.434570
	Iteration 39Q: 3 clusters Score -5390182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -5390180.500000 Penalty: 5432.434570
	Iteration 40F: 3 clusters Score -5390180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -5390184.000000 Penalty: 5432.434570
	Iteration 41Q: 3 clusters Score -5390184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -5390190.000000 Penalty: 5432.434570
	Iteration 42Q: 3 clusters Score -5390190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -5390177.500000 Penalty: 5432.434570
	Iteration 43Q: 3 clusters Score -5390178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -5390198.500000 Penalty: 5432.434570
	Iteration 44Q: 3 clusters Score -5390198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -5390195.500000 Penalty: 5432.434570
	Iteration 45Q: 3 clusters Score -5390196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -5390200.500000 Penalty: 5432.434570
	Iteration 46Q: 3 clusters Score -5390200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -5390208.500000 Penalty: 5432.434570
	Iteration 47Q: 3 clusters Score -5390208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -5390217.000000 Penalty: 5432.434570
	Iteration 48Q: 3 clusters Score -5390217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -5390219.000000 Penalty: 5432.434570
	Iteration 49Q: 3 clusters Score -5390219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -5390214.500000 Penalty: 5432.434570
	Iteration 50Q: 3 clusters Score -5390214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -5390230.500000 Penalty: 5432.434570
	Iteration 51Q: 3 clusters Score -5390230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -5390257.500000 Penalty: 5432.434570
	Iteration 52Q: 3 clusters Score -5390258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -5390273.500000 Penalty: 5432.434570
	Iteration 53Q: 3 clusters Score -5390274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -5390270.500000 Penalty: 5432.434570
	Iteration 54Q: 3 clusters Score -5390270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -5390300.500000 Penalty: 5432.434570
	Iteration 55Q: 3 clusters Score -5390300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -5390301.000000 Penalty: 5432.434570
	Iteration 56Q: 3 clusters Score -5390301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -5390311.500000 Penalty: 5432.434570
	Iteration 57Q: 3 clusters Score -5390312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -5390315.000000 Penalty: 5432.434570
	Iteration 58Q: 3 clusters Score -5390315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -5390323.000000 Penalty: 5432.434570
	Iteration 59Q: 3 clusters Score -5390323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -5390345.500000 Penalty: 5432.434570
	Iteration 60F: 3 clusters Score -5390346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -5390340.000000 Penalty: 5432.434570
	Iteration 61Q: 3 clusters Score -5390340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -5390351.000000 Penalty: 5432.434570
	Iteration 62Q: 3 clusters Score -5390351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -5390352.000000 Penalty: 5432.434570
	Iteration 63Q: 3 clusters Score -5390352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -5390361.000000 Penalty: 5432.434570
	Iteration 64Q: 3 clusters Score -5390361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -5390366.500000 Penalty: 5432.434570
	Iteration 65Q: 3 clusters Score -5390366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -5390370.500000 Penalty: 5432.434570
	Iteration 66Q: 3 clusters Score -5390370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -5390360.500000 Penalty: 5432.434570
	Iteration 67Q: 3 clusters Score -5390360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -5390364.000000 Penalty: 5432.434570
	Iteration 68Q: 3 clusters Score -5390364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -5390371.000000 Penalty: 5432.434570
	Iteration 69Q: 3 clusters Score -5390371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -5390389.000000 Penalty: 5432.434570
	Iteration 70Q: 3 clusters Score -5390389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -5390390.000000 Penalty: 5432.434570
	Iteration 71Q: 3 clusters Score -5390390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -5390405.500000 Penalty: 5432.434570
	Iteration 72Q: 3 clusters Score -5390406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -5390405.000000 Penalty: 5432.434570
	Iteration 73Q: 3 clusters Score -5390405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -5390413.500000 Penalty: 5432.434570
	Iteration 74Q: 3 clusters Score -5390414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -5390428.500000 Penalty: 5432.434570
	Iteration 75Q: 3 clusters Score -5390428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -5390436.500000 Penalty: 5432.434570
	Iteration 76Q: 3 clusters Score -5390436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 54542 members 
Entering Unmasked Estep 
Score: -5390435.000000 Penalty: 5432.434570
	Iteration 77Q: 3 clusters Score -5390435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -5390437.000000 Penalty: 5432.434570
	Iteration 78Q: 3 clusters Score -5390437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -5390432.000000 Penalty: 5432.434570
	Iteration 79Q: 3 clusters Score -5390432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -5390430.000000 Penalty: 5432.434570
	Iteration 80F: 3 clusters Score -5390430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -5390438.500000 Penalty: 5432.434570
	Iteration 81Q: 3 clusters Score -5390438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -5390445.500000 Penalty: 5432.434570
	Iteration 82Q: 3 clusters Score -5390446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -5390448.500000 Penalty: 5432.434570
	Iteration 83Q: 3 clusters Score -5390448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -5390447.000000 Penalty: 5432.434570
	Iteration 84Q: 3 clusters Score -5390447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -5390461.500000 Penalty: 5432.434570
	Iteration 85Q: 3 clusters Score -5390462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -5390459.000000 Penalty: 5432.434570
	Iteration 86Q: 3 clusters Score -5390459 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -5390470.500000 Penalty: 5432.434570
	Iteration 87Q: 3 clusters Score -5390470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -5390472.000000 Penalty: 5432.434570
	Iteration 88Q: 3 clusters Score -5390472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -5390482.500000 Penalty: 5432.434570
	Iteration 89Q: 3 clusters Score -5390482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -5390483.000000 Penalty: 5432.434570
	Iteration 90Q: 3 clusters Score -5390483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 54661 members 
Entering Unmasked Estep 
Score: -5390492.000000 Penalty: 5432.434570
	Iteration 91Q: 3 clusters Score -5390492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -5390505.500000 Penalty: 5432.434570
	Iteration 92Q: 3 clusters Score -5390506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -5390512.000000 Penalty: 5432.434570
	Iteration 93Q: 3 clusters Score -5390512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -5390513.500000 Penalty: 5432.434570
	Iteration 94Q: 3 clusters Score -5390514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -5390509.500000 Penalty: 5432.434570
	Iteration 95Q: 3 clusters Score -5390510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 54685 members 
Entering Unmasked Estep 
Score: -5390515.500000 Penalty: 5432.434570
	Iteration 96Q: 3 clusters Score -5390516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -5390514.500000 Penalty: 5432.434570
	Iteration 97Q: 3 clusters Score -5390514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -5390520.000000 Penalty: 5432.434570
	Iteration 98Q: 3 clusters Score -5390520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -5390516.000000 Penalty: 5432.434570
	Iteration 99Q: 3 clusters Score -5390516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -5390514.500000 Penalty: 5432.434570
	Iteration 100F: 3 clusters Score -5390514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143727 members 
Mstep: Class 2 contains 10652 members 
Mstep: Class 3 contains 232550 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 28107 members 
Mstep: Class 6 contains 313231 members 
Mstep: Class 7 contains 85167 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 64271 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 234271 members 
Mstep: Class 12 contains 67466 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 226618 members 
Mstep: Class 16 contains 14605 members 
Mstep: Class 17 contains 8375 members 
Mstep: Class 18 contains 4522 members 
Mstep: Class 19 contains 11458 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 17488 members 
Mstep: Class 22 contains 104864 members 
Mstep: Class 23 contains 1329 members 
Mstep: Class 24 contains 14244 members 
Mstep: Class 25 contains 3974 members 
Mstep: Class 26 contains 54695 members 
Entering Unmasked Estep 
Score: -157597984.000000 Penalty: 92396.906250
Splitting cluster 20 changes total score from -157578608.000000 to -157597984.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 22 (104864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104864 members 
Entering Unmasked Estep 
Score: -10325833.000000 Penalty: 2866.983887
	Iteration 0F: 2 clusters Score -1.032583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -10255656.000000 Penalty: 5733.967773
	Iteration 0F: 3 clusters Score -1.025566e+07 nChanged 49749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -10284119.000000 Penalty: 5733.967773
	Iteration 1F: 3 clusters Score -1.028412e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -10285470.000000 Penalty: 5733.967773
	Iteration 2Q: 3 clusters Score -1.028547e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -10287552.000000 Penalty: 5733.967773
	Iteration 3Q: 3 clusters Score -1.028755e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -10290622.000000 Penalty: 5733.967773
	Iteration 4F: 3 clusters Score -1.029062e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -10294597.000000 Penalty: 5733.967773
	Iteration 5F: 3 clusters Score -1.02946e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -10298922.000000 Penalty: 5733.967773
	Iteration 6F: 3 clusters Score -1.029892e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73570 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -10303068.000000 Penalty: 5733.967773
	Iteration 7F: 3 clusters Score -1.030307e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -10306408.000000 Penalty: 5733.967773
	Iteration 8F: 3 clusters Score -1.030641e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82970 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -10309198.000000 Penalty: 5733.967773
	Iteration 9Q: 3 clusters Score -1.03092e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -10311614.000000 Penalty: 5733.967773
	Iteration 10Q: 3 clusters Score -1.031161e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91153 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -10314000.000000 Penalty: 5733.967773
	Iteration 11Q: 3 clusters Score -1.0314e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94680 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -10316260.000000 Penalty: 5733.967773
	Iteration 12Q: 3 clusters Score -1.031626e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -10318270.000000 Penalty: 5733.967773
	Iteration 13Q: 3 clusters Score -1.031827e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99919 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -10319959.000000 Penalty: 5733.967773
	Iteration 14Q: 3 clusters Score -1.031996e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -10321102.000000 Penalty: 5733.967773
	Iteration 15Q: 3 clusters Score -1.03211e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102767 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -10321974.000000 Penalty: 5733.967773
	Iteration 16Q: 3 clusters Score -1.032197e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103474 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -10322475.000000 Penalty: 5733.967773
	Iteration 17Q: 3 clusters Score -1.032248e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103884 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -10322879.000000 Penalty: 5733.967773
	Iteration 18Q: 3 clusters Score -1.032288e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104102 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -10323067.000000 Penalty: 5733.967773
	Iteration 19Q: 3 clusters Score -1.032307e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104210 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10323177.000000 Penalty: 5733.967773
	Iteration 20F: 3 clusters Score -1.032318e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104274 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10323240.000000 Penalty: 5733.967773
	Iteration 21Q: 3 clusters Score -1.032324e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104308 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10323263.000000 Penalty: 5733.967773
	Iteration 22Q: 3 clusters Score -1.032326e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104333 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10323281.000000 Penalty: 5733.967773
	Iteration 23Q: 3 clusters Score -1.032328e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104358 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10323309.000000 Penalty: 5733.967773
	Iteration 24Q: 3 clusters Score -1.032331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104375 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10323320.000000 Penalty: 5733.967773
	Iteration 25Q: 3 clusters Score -1.032332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104383 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10323329.000000 Penalty: 5733.967773
	Iteration 26Q: 3 clusters Score -1.032333e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104386 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -10323339.000000 Penalty: 5733.967773
	Iteration 27Q: 3 clusters Score -1.032334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104397 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10323346.000000 Penalty: 5733.967773
	Iteration 28Q: 3 clusters Score -1.032335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104405 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -10323360.000000 Penalty: 5733.967773
	Iteration 29Q: 3 clusters Score -1.032336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104414 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10323372.000000 Penalty: 5733.967773
	Iteration 30Q: 3 clusters Score -1.032337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104420 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10323383.000000 Penalty: 5733.967773
	Iteration 31Q: 3 clusters Score -1.032338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10323375.000000 Penalty: 5733.967773
	Iteration 32Q: 3 clusters Score -1.032338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104424 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10323380.000000 Penalty: 5733.967773
	Iteration 33Q: 3 clusters Score -1.032338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104423 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -10323380.000000 Penalty: 5733.967773
	Iteration 34Q: 3 clusters Score -1.032338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10323378.000000 Penalty: 5733.967773
	Iteration 35Q: 3 clusters Score -1.032338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10323378.000000 Penalty: 5733.967773
	Iteration 36F: 3 clusters Score -1.032338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 143727 members 
Mstep: Class 2 contains 10652 members 
Mstep: Class 3 contains 232550 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 28107 members 
Mstep: Class 6 contains 313231 members 
Mstep: Class 7 contains 85167 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 64271 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 234271 members 
Mstep: Class 12 contains 67466 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 226618 members 
Mstep: Class 17 contains 8375 members 
Mstep: Class 18 contains 4522 members 
Mstep: Class 19 contains 11458 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 22 contains 104864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2630.580811 but Gain 3553.726562
Score: -157606560.000000 Penalty: 88843.179688
Iteration 39Q: 26 clusters Score -1.576066e+08 nChanged 16790
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 143538 members 
Mstep: Class 2 contains 10768 members 
Mstep: Class 3 contains 232584 members 
Mstep: Class 4 contains 6634 members 
Mstep: Class 5 contains 28337 members 
Mstep: Class 6 contains 313447 members 
Mstep: Class 7 contains 86352 members 
Mstep: Class 8 contains 5384 members 
Mstep: Class 9 contains 65240 members 
Mstep: Class 10 contains 3501 members 
Mstep: Class 11 contains 234222 members 
Mstep: Class 12 contains 67529 members 
Mstep: Class 13 contains 5773 members 
Mstep: Class 14 contains 7497 members 
Mstep: Class 15 contains 226182 members 
Mstep: Class 16 contains 15693 members 
Mstep: Class 17 contains 8437 members 
Mstep: Class 18 contains 4725 members 
Mstep: Class 19 contains 11666 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 16249 members 
Mstep: Class 22 contains 104592 members 
Mstep: Class 24 contains 14044 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 53122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157616400.000000 Penalty: 88843.179688
Iteration 40F: 26 clusters Score -1.576164e+08 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 142611 members 
Mstep: Class 2 contains 10840 members 
Mstep: Class 3 contains 232029 members 
Mstep: Class 4 contains 7390 members 
Mstep: Class 5 contains 28393 members 
Mstep: Class 6 contains 313313 members 
Mstep: Class 7 contains 87336 members 
Mstep: Class 8 contains 5912 members 
Mstep: Class 9 contains 64942 members 
Mstep: Class 10 contains 3501 members 
Mstep: Class 11 contains 233908 members 
Mstep: Class 12 contains 67258 members 
Mstep: Class 13 contains 6296 members 
Mstep: Class 14 contains 7932 members 
Mstep: Class 15 contains 225752 members 
Mstep: Class 16 contains 15999 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 4720 members 
Mstep: Class 19 contains 11734 members 
Mstep: Class 20 contains 2667 members 
Mstep: Class 21 contains 16072 members 
Mstep: Class 22 contains 104346 members 
Mstep: Class 24 contains 14048 members 
Mstep: Class 25 contains 4336 members 
Mstep: Class 26 contains 52157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157620608.000000 Penalty: 88843.179688
Iteration 41Q: 26 clusters Score -1.576206e+08 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 142060 members 
Mstep: Class 2 contains 10872 members 
Mstep: Class 3 contains 231582 members 
Mstep: Class 4 contains 8040 members 
Mstep: Class 5 contains 28589 members 
Mstep: Class 6 contains 313142 members 
Mstep: Class 7 contains 88513 members 
Mstep: Class 8 contains 6276 members 
Mstep: Class 9 contains 64776 members 
Mstep: Class 10 contains 3505 members 
Mstep: Class 11 contains 233577 members 
Mstep: Class 12 contains 67122 members 
Mstep: Class 13 contains 6695 members 
Mstep: Class 14 contains 8168 members 
Mstep: Class 15 contains 225399 members 
Mstep: Class 16 contains 16193 members 
Mstep: Class 17 contains 8592 members 
Mstep: Class 18 contains 4766 members 
Mstep: Class 19 contains 11872 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 15864 members 
Mstep: Class 22 contains 104099 members 
Mstep: Class 24 contains 14034 members 
Mstep: Class 25 contains 4514 members 
Mstep: Class 26 contains 50999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157624144.000000 Penalty: 88843.179688
Iteration 42Q: 26 clusters Score -1.576241e+08 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141778 members 
Mstep: Class 2 contains 10872 members 
Mstep: Class 3 contains 231212 members 
Mstep: Class 4 contains 8569 members 
Mstep: Class 5 contains 28812 members 
Mstep: Class 6 contains 312983 members 
Mstep: Class 7 contains 89699 members 
Mstep: Class 8 contains 6596 members 
Mstep: Class 9 contains 64425 members 
Mstep: Class 10 contains 3499 members 
Mstep: Class 11 contains 233264 members 
Mstep: Class 12 contains 67053 members 
Mstep: Class 13 contains 7119 members 
Mstep: Class 14 contains 8319 members 
Mstep: Class 15 contains 225133 members 
Mstep: Class 16 contains 16352 members 
Mstep: Class 17 contains 8679 members 
Mstep: Class 18 contains 4813 members 
Mstep: Class 19 contains 12021 members 
Mstep: Class 20 contains 2836 members 
Mstep: Class 21 contains 15658 members 
Mstep: Class 22 contains 103893 members 
Mstep: Class 24 contains 14015 members 
Mstep: Class 25 contains 4626 members 
Mstep: Class 26 contains 49780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157625728.000000 Penalty: 88843.179688
Iteration 43Q: 26 clusters Score -1.576257e+08 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141612 members 
Mstep: Class 2 contains 10869 members 
Mstep: Class 3 contains 230922 members 
Mstep: Class 4 contains 8985 members 
Mstep: Class 5 contains 29015 members 
Mstep: Class 6 contains 312819 members 
Mstep: Class 7 contains 90903 members 
Mstep: Class 8 contains 6857 members 
Mstep: Class 9 contains 63970 members 
Mstep: Class 10 contains 3482 members 
Mstep: Class 11 contains 232945 members 
Mstep: Class 12 contains 67015 members 
Mstep: Class 13 contains 7567 members 
Mstep: Class 14 contains 8414 members 
Mstep: Class 15 contains 224946 members 
Mstep: Class 16 contains 16486 members 
Mstep: Class 17 contains 8750 members 
Mstep: Class 18 contains 4842 members 
Mstep: Class 19 contains 12167 members 
Mstep: Class 20 contains 2930 members 
Mstep: Class 21 contains 15463 members 
Mstep: Class 22 contains 103719 members 
Mstep: Class 24 contains 14006 members 
Mstep: Class 25 contains 4715 members 
Mstep: Class 26 contains 48607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157627024.000000 Penalty: 88843.179688
Iteration 44Q: 26 clusters Score -1.57627e+08 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141505 members 
Mstep: Class 2 contains 10871 members 
Mstep: Class 3 contains 230717 members 
Mstep: Class 4 contains 9300 members 
Mstep: Class 5 contains 29228 members 
Mstep: Class 6 contains 312663 members 
Mstep: Class 7 contains 92057 members 
Mstep: Class 8 contains 7032 members 
Mstep: Class 9 contains 63404 members 
Mstep: Class 10 contains 3457 members 
Mstep: Class 11 contains 232645 members 
Mstep: Class 12 contains 67001 members 
Mstep: Class 13 contains 8085 members 
Mstep: Class 14 contains 8472 members 
Mstep: Class 15 contains 224826 members 
Mstep: Class 16 contains 16582 members 
Mstep: Class 17 contains 8816 members 
Mstep: Class 18 contains 4879 members 
Mstep: Class 19 contains 12323 members 
Mstep: Class 20 contains 3028 members 
Mstep: Class 21 contains 15261 members 
Mstep: Class 22 contains 103591 members 
Mstep: Class 24 contains 13995 members 
Mstep: Class 25 contains 4792 members 
Mstep: Class 26 contains 47476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157628528.000000 Penalty: 88843.179688
Iteration 45Q: 26 clusters Score -1.576285e+08 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141439 members 
Mstep: Class 2 contains 10864 members 
Mstep: Class 3 contains 230585 members 
Mstep: Class 4 contains 9561 members 
Mstep: Class 5 contains 29432 members 
Mstep: Class 6 contains 312476 members 
Mstep: Class 7 contains 93065 members 
Mstep: Class 8 contains 7142 members 
Mstep: Class 9 contains 62829 members 
Mstep: Class 10 contains 3431 members 
Mstep: Class 11 contains 232368 members 
Mstep: Class 12 contains 66990 members 
Mstep: Class 13 contains 8688 members 
Mstep: Class 14 contains 8511 members 
Mstep: Class 15 contains 224737 members 
Mstep: Class 16 contains 16670 members 
Mstep: Class 17 contains 8884 members 
Mstep: Class 18 contains 4909 members 
Mstep: Class 19 contains 12411 members 
Mstep: Class 20 contains 3099 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 103479 members 
Mstep: Class 24 contains 14002 members 
Mstep: Class 25 contains 4864 members 
Mstep: Class 26 contains 46502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157629616.000000 Penalty: 88843.179688
Iteration 46Q: 26 clusters Score -1.576296e+08 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141399 members 
Mstep: Class 2 contains 10841 members 
Mstep: Class 3 contains 230448 members 
Mstep: Class 4 contains 9740 members 
Mstep: Class 5 contains 29664 members 
Mstep: Class 6 contains 312303 members 
Mstep: Class 7 contains 94006 members 
Mstep: Class 8 contains 7243 members 
Mstep: Class 9 contains 62227 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 232082 members 
Mstep: Class 12 contains 66986 members 
Mstep: Class 13 contains 9289 members 
Mstep: Class 14 contains 8547 members 
Mstep: Class 15 contains 224634 members 
Mstep: Class 16 contains 16754 members 
Mstep: Class 17 contains 8949 members 
Mstep: Class 18 contains 4929 members 
Mstep: Class 19 contains 12488 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 14901 members 
Mstep: Class 22 contains 103391 members 
Mstep: Class 24 contains 14005 members 
Mstep: Class 25 contains 4923 members 
Mstep: Class 26 contains 45686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157630864.000000 Penalty: 88843.179688
Iteration 47Q: 26 clusters Score -1.576309e+08 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141452 members 
Mstep: Class 2 contains 10818 members 
Mstep: Class 3 contains 230333 members 
Mstep: Class 4 contains 9883 members 
Mstep: Class 5 contains 29899 members 
Mstep: Class 6 contains 312203 members 
Mstep: Class 7 contains 94769 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 9 contains 61614 members 
Mstep: Class 10 contains 3384 members 
Mstep: Class 11 contains 231864 members 
Mstep: Class 12 contains 66984 members 
Mstep: Class 13 contains 9803 members 
Mstep: Class 14 contains 8578 members 
Mstep: Class 15 contains 224576 members 
Mstep: Class 16 contains 16818 members 
Mstep: Class 17 contains 8992 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 12601 members 
Mstep: Class 20 contains 3265 members 
Mstep: Class 21 contains 14717 members 
Mstep: Class 22 contains 103303 members 
Mstep: Class 24 contains 14011 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 44876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157631520.000000 Penalty: 88843.179688
Iteration 48Q: 26 clusters Score -1.576315e+08 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141497 members 
Mstep: Class 2 contains 10801 members 
Mstep: Class 3 contains 230262 members 
Mstep: Class 4 contains 9985 members 
Mstep: Class 5 contains 30120 members 
Mstep: Class 6 contains 312098 members 
Mstep: Class 7 contains 95379 members 
Mstep: Class 8 contains 7417 members 
Mstep: Class 9 contains 61001 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 231639 members 
Mstep: Class 12 contains 66958 members 
Mstep: Class 13 contains 10296 members 
Mstep: Class 14 contains 8589 members 
Mstep: Class 15 contains 224531 members 
Mstep: Class 16 contains 16871 members 
Mstep: Class 17 contains 9020 members 
Mstep: Class 18 contains 4965 members 
Mstep: Class 19 contains 12727 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 14577 members 
Mstep: Class 22 contains 103229 members 
Mstep: Class 24 contains 14019 members 
Mstep: Class 25 contains 5012 members 
Mstep: Class 26 contains 44260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157632144.000000 Penalty: 88843.179688
Iteration 49Q: 26 clusters Score -1.576321e+08 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141541 members 
Mstep: Class 2 contains 10791 members 
Mstep: Class 3 contains 230207 members 
Mstep: Class 4 contains 10060 members 
Mstep: Class 5 contains 30347 members 
Mstep: Class 6 contains 312021 members 
Mstep: Class 7 contains 95884 members 
Mstep: Class 8 contains 7473 members 
Mstep: Class 9 contains 60406 members 
Mstep: Class 10 contains 3386 members 
Mstep: Class 11 contains 231485 members 
Mstep: Class 12 contains 66937 members 
Mstep: Class 13 contains 10714 members 
Mstep: Class 14 contains 8598 members 
Mstep: Class 15 contains 224488 members 
Mstep: Class 16 contains 16924 members 
Mstep: Class 17 contains 9040 members 
Mstep: Class 18 contains 4978 members 
Mstep: Class 19 contains 12857 members 
Mstep: Class 20 contains 3468 members 
Mstep: Class 21 contains 14469 members 
Mstep: Class 22 contains 103171 members 
Mstep: Class 24 contains 14013 members 
Mstep: Class 25 contains 5048 members 
Mstep: Class 26 contains 43700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157632240.000000 Penalty: 88843.179688
Iteration 50Q: 26 clusters Score -1.576322e+08 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141583 members 
Mstep: Class 2 contains 10788 members 
Mstep: Class 3 contains 230178 members 
Mstep: Class 4 contains 10100 members 
Mstep: Class 5 contains 30590 members 
Mstep: Class 6 contains 311945 members 
Mstep: Class 7 contains 96294 members 
Mstep: Class 8 contains 7508 members 
Mstep: Class 9 contains 59873 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 231319 members 
Mstep: Class 12 contains 66937 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 8606 members 
Mstep: Class 15 contains 224439 members 
Mstep: Class 16 contains 16971 members 
Mstep: Class 17 contains 9059 members 
Mstep: Class 18 contains 5000 members 
Mstep: Class 19 contains 12962 members 
Mstep: Class 20 contains 3562 members 
Mstep: Class 21 contains 14394 members 
Mstep: Class 22 contains 103139 members 
Mstep: Class 24 contains 14011 members 
Mstep: Class 25 contains 5084 members 
Mstep: Class 26 contains 43233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157632784.000000 Penalty: 88843.179688
Iteration 51Q: 26 clusters Score -1.576328e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141613 members 
Mstep: Class 2 contains 10790 members 
Mstep: Class 3 contains 230181 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 30798 members 
Mstep: Class 6 contains 311873 members 
Mstep: Class 7 contains 96647 members 
Mstep: Class 8 contains 7527 members 
Mstep: Class 9 contains 59417 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 11 contains 231186 members 
Mstep: Class 12 contains 66926 members 
Mstep: Class 13 contains 11269 members 
Mstep: Class 14 contains 8614 members 
Mstep: Class 15 contains 224426 members 
Mstep: Class 16 contains 17027 members 
Mstep: Class 17 contains 9073 members 
Mstep: Class 18 contains 5013 members 
Mstep: Class 19 contains 13048 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 14331 members 
Mstep: Class 22 contains 103132 members 
Mstep: Class 24 contains 14017 members 
Mstep: Class 25 contains 5125 members 
Mstep: Class 26 contains 42832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157633104.000000 Penalty: 88843.179688
Iteration 52Q: 26 clusters Score -1.576331e+08 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141648 members 
Mstep: Class 2 contains 10781 members 
Mstep: Class 3 contains 230173 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 31043 members 
Mstep: Class 6 contains 311840 members 
Mstep: Class 7 contains 96919 members 
Mstep: Class 8 contains 7547 members 
Mstep: Class 9 contains 59002 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 231076 members 
Mstep: Class 12 contains 66919 members 
Mstep: Class 13 contains 11436 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 224420 members 
Mstep: Class 16 contains 17054 members 
Mstep: Class 17 contains 9079 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 13139 members 
Mstep: Class 20 contains 3698 members 
Mstep: Class 21 contains 14259 members 
Mstep: Class 22 contains 103127 members 
Mstep: Class 24 contains 14024 members 
Mstep: Class 25 contains 5160 members 
Mstep: Class 26 contains 42508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157633120.000000 Penalty: 88843.179688
Iteration 53Q: 26 clusters Score -1.576331e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141673 members 
Mstep: Class 2 contains 10780 members 
Mstep: Class 3 contains 230188 members 
Mstep: Class 4 contains 10144 members 
Mstep: Class 5 contains 31264 members 
Mstep: Class 6 contains 311816 members 
Mstep: Class 7 contains 97139 members 
Mstep: Class 8 contains 7561 members 
Mstep: Class 9 contains 58565 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 230982 members 
Mstep: Class 12 contains 66921 members 
Mstep: Class 13 contains 11579 members 
Mstep: Class 14 contains 8631 members 
Mstep: Class 15 contains 224428 members 
Mstep: Class 16 contains 17074 members 
Mstep: Class 17 contains 9086 members 
Mstep: Class 18 contains 5031 members 
Mstep: Class 19 contains 13252 members 
Mstep: Class 20 contains 3743 members 
Mstep: Class 21 contains 14178 members 
Mstep: Class 22 contains 103135 members 
Mstep: Class 24 contains 14023 members 
Mstep: Class 25 contains 5194 members 
Mstep: Class 26 contains 42277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157632736.000000 Penalty: 88843.179688
Iteration 54Q: 26 clusters Score -1.576327e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141666 members 
Mstep: Class 2 contains 10784 members 
Mstep: Class 3 contains 230206 members 
Mstep: Class 4 contains 10147 members 
Mstep: Class 5 contains 31475 members 
Mstep: Class 6 contains 311780 members 
Mstep: Class 7 contains 97348 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 58201 members 
Mstep: Class 10 contains 3309 members 
Mstep: Class 11 contains 230905 members 
Mstep: Class 12 contains 66912 members 
Mstep: Class 13 contains 11702 members 
Mstep: Class 14 contains 8636 members 
Mstep: Class 15 contains 224413 members 
Mstep: Class 16 contains 17090 members 
Mstep: Class 17 contains 9094 members 
Mstep: Class 18 contains 5036 members 
Mstep: Class 19 contains 13375 members 
Mstep: Class 20 contains 3778 members 
Mstep: Class 21 contains 14107 members 
Mstep: Class 22 contains 103149 members 
Mstep: Class 24 contains 14029 members 
Mstep: Class 25 contains 5220 members 
Mstep: Class 26 contains 42067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157632912.000000 Penalty: 88843.179688
Iteration 55Q: 26 clusters Score -1.576329e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141662 members 
Mstep: Class 2 contains 10780 members 
Mstep: Class 3 contains 230251 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 31688 members 
Mstep: Class 6 contains 311757 members 
Mstep: Class 7 contains 97528 members 
Mstep: Class 8 contains 7585 members 
Mstep: Class 9 contains 57806 members 
Mstep: Class 10 contains 3277 members 
Mstep: Class 11 contains 230823 members 
Mstep: Class 12 contains 66904 members 
Mstep: Class 13 contains 11787 members 
Mstep: Class 14 contains 8641 members 
Mstep: Class 15 contains 224410 members 
Mstep: Class 16 contains 17124 members 
Mstep: Class 17 contains 9108 members 
Mstep: Class 18 contains 5034 members 
Mstep: Class 19 contains 13500 members 
Mstep: Class 20 contains 3818 members 
Mstep: Class 21 contains 14038 members 
Mstep: Class 22 contains 103156 members 
Mstep: Class 24 contains 14032 members 
Mstep: Class 25 contains 5250 members 
Mstep: Class 26 contains 41889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157633360.000000 Penalty: 88843.179688
Iteration 56Q: 26 clusters Score -1.576334e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141646 members 
Mstep: Class 2 contains 10778 members 
Mstep: Class 3 contains 230287 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 31924 members 
Mstep: Class 6 contains 311753 members 
Mstep: Class 7 contains 97686 members 
Mstep: Class 8 contains 7592 members 
Mstep: Class 9 contains 57434 members 
Mstep: Class 10 contains 3244 members 
Mstep: Class 11 contains 230729 members 
Mstep: Class 12 contains 66878 members 
Mstep: Class 13 contains 11883 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 224397 members 
Mstep: Class 16 contains 17152 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 5035 members 
Mstep: Class 19 contains 13616 members 
Mstep: Class 20 contains 3863 members 
Mstep: Class 21 contains 13968 members 
Mstep: Class 22 contains 103167 members 
Mstep: Class 24 contains 14036 members 
Mstep: Class 25 contains 5276 members 
Mstep: Class 26 contains 41737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157633600.000000 Penalty: 88843.179688
Iteration 57Q: 26 clusters Score -1.576336e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141646 members 
Mstep: Class 2 contains 10764 members 
Mstep: Class 3 contains 230342 members 
Mstep: Class 4 contains 10157 members 
Mstep: Class 5 contains 32123 members 
Mstep: Class 6 contains 311754 members 
Mstep: Class 7 contains 97813 members 
Mstep: Class 8 contains 7599 members 
Mstep: Class 9 contains 57064 members 
Mstep: Class 10 contains 3225 members 
Mstep: Class 11 contains 230642 members 
Mstep: Class 12 contains 66867 members 
Mstep: Class 13 contains 11965 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 224383 members 
Mstep: Class 16 contains 17160 members 
Mstep: Class 17 contains 9139 members 
Mstep: Class 18 contains 5034 members 
Mstep: Class 19 contains 13746 members 
Mstep: Class 20 contains 3903 members 
Mstep: Class 21 contains 13920 members 
Mstep: Class 22 contains 103174 members 
Mstep: Class 24 contains 14035 members 
Mstep: Class 25 contains 5288 members 
Mstep: Class 26 contains 41617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157633472.000000 Penalty: 88843.179688
Iteration 58Q: 26 clusters Score -1.576335e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141643 members 
Mstep: Class 2 contains 10752 members 
Mstep: Class 3 contains 230381 members 
Mstep: Class 4 contains 10142 members 
Mstep: Class 5 contains 32333 members 
Mstep: Class 6 contains 311742 members 
Mstep: Class 7 contains 97904 members 
Mstep: Class 8 contains 7603 members 
Mstep: Class 9 contains 56716 members 
Mstep: Class 10 contains 3211 members 
Mstep: Class 11 contains 230567 members 
Mstep: Class 12 contains 66855 members 
Mstep: Class 13 contains 12046 members 
Mstep: Class 14 contains 8647 members 
Mstep: Class 15 contains 224380 members 
Mstep: Class 16 contains 17163 members 
Mstep: Class 17 contains 9146 members 
Mstep: Class 18 contains 5032 members 
Mstep: Class 19 contains 13893 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 13880 members 
Mstep: Class 22 contains 103180 members 
Mstep: Class 24 contains 14033 members 
Mstep: Class 25 contains 5302 members 
Mstep: Class 26 contains 41525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157633616.000000 Penalty: 88843.179688
Iteration 59Q: 26 clusters Score -1.576336e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141623 members 
Mstep: Class 2 contains 10742 members 
Mstep: Class 3 contains 230413 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 32538 members 
Mstep: Class 6 contains 311728 members 
Mstep: Class 7 contains 98000 members 
Mstep: Class 8 contains 7609 members 
Mstep: Class 9 contains 56401 members 
Mstep: Class 10 contains 3190 members 
Mstep: Class 11 contains 230486 members 
Mstep: Class 12 contains 66847 members 
Mstep: Class 13 contains 12114 members 
Mstep: Class 14 contains 8650 members 
Mstep: Class 15 contains 224364 members 
Mstep: Class 16 contains 17164 members 
Mstep: Class 17 contains 9152 members 
Mstep: Class 18 contains 5036 members 
Mstep: Class 19 contains 14036 members 
Mstep: Class 20 contains 3956 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 103196 members 
Mstep: Class 24 contains 14034 members 
Mstep: Class 25 contains 5310 members 
Mstep: Class 26 contains 41436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157634240.000000 Penalty: 88843.179688
Iteration 60F: 26 clusters Score -1.576342e+08 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141609 members 
Mstep: Class 2 contains 10737 members 
Mstep: Class 3 contains 230435 members 
Mstep: Class 4 contains 10108 members 
Mstep: Class 5 contains 32719 members 
Mstep: Class 6 contains 311685 members 
Mstep: Class 7 contains 98100 members 
Mstep: Class 8 contains 7620 members 
Mstep: Class 9 contains 55601 members 
Mstep: Class 10 contains 3168 members 
Mstep: Class 11 contains 230371 members 
Mstep: Class 12 contains 66842 members 
Mstep: Class 13 contains 12726 members 
Mstep: Class 14 contains 8654 members 
Mstep: Class 15 contains 224333 members 
Mstep: Class 16 contains 17182 members 
Mstep: Class 17 contains 9155 members 
Mstep: Class 18 contains 5035 members 
Mstep: Class 19 contains 14199 members 
Mstep: Class 20 contains 3979 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 103207 members 
Mstep: Class 24 contains 14031 members 
Mstep: Class 25 contains 5314 members 
Mstep: Class 26 contains 41346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157634736.000000 Penalty: 88843.179688
Iteration 61Q: 26 clusters Score -1.576347e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141595 members 
Mstep: Class 2 contains 10731 members 
Mstep: Class 3 contains 230465 members 
Mstep: Class 4 contains 10099 members 
Mstep: Class 5 contains 32876 members 
Mstep: Class 6 contains 311639 members 
Mstep: Class 7 contains 98165 members 
Mstep: Class 8 contains 7627 members 
Mstep: Class 9 contains 54820 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 230269 members 
Mstep: Class 12 contains 66835 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 8659 members 
Mstep: Class 15 contains 224262 members 
Mstep: Class 16 contains 17191 members 
Mstep: Class 17 contains 9165 members 
Mstep: Class 18 contains 5040 members 
Mstep: Class 19 contains 14385 members 
Mstep: Class 20 contains 4004 members 
Mstep: Class 21 contains 13830 members 
Mstep: Class 22 contains 103220 members 
Mstep: Class 24 contains 14035 members 
Mstep: Class 25 contains 5315 members 
Mstep: Class 26 contains 41274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157635072.000000 Penalty: 88843.179688
Iteration 62Q: 26 clusters Score -1.576351e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141579 members 
Mstep: Class 2 contains 10726 members 
Mstep: Class 3 contains 230496 members 
Mstep: Class 4 contains 10099 members 
Mstep: Class 5 contains 33020 members 
Mstep: Class 6 contains 311600 members 
Mstep: Class 7 contains 98248 members 
Mstep: Class 8 contains 7630 members 
Mstep: Class 9 contains 54057 members 
Mstep: Class 10 contains 3141 members 
Mstep: Class 11 contains 230156 members 
Mstep: Class 12 contains 66827 members 
Mstep: Class 13 contains 13967 members 
Mstep: Class 14 contains 8663 members 
Mstep: Class 15 contains 224164 members 
Mstep: Class 16 contains 17213 members 
Mstep: Class 17 contains 9173 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 14570 members 
Mstep: Class 20 contains 4017 members 
Mstep: Class 21 contains 13813 members 
Mstep: Class 22 contains 103235 members 
Mstep: Class 24 contains 14037 members 
Mstep: Class 25 contains 5319 members 
Mstep: Class 26 contains 41213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157635456.000000 Penalty: 88843.179688
Iteration 63Q: 26 clusters Score -1.576355e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141570 members 
Mstep: Class 2 contains 10727 members 
Mstep: Class 3 contains 230527 members 
Mstep: Class 4 contains 10091 members 
Mstep: Class 5 contains 33160 members 
Mstep: Class 6 contains 311565 members 
Mstep: Class 7 contains 98323 members 
Mstep: Class 8 contains 7633 members 
Mstep: Class 9 contains 53354 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 230031 members 
Mstep: Class 12 contains 66818 members 
Mstep: Class 13 contains 14512 members 
Mstep: Class 14 contains 8667 members 
Mstep: Class 15 contains 224096 members 
Mstep: Class 16 contains 17238 members 
Mstep: Class 17 contains 9180 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 14735 members 
Mstep: Class 20 contains 4038 members 
Mstep: Class 21 contains 13799 members 
Mstep: Class 22 contains 103251 members 
Mstep: Class 24 contains 14041 members 
Mstep: Class 25 contains 5344 members 
Mstep: Class 26 contains 41163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157635568.000000 Penalty: 88843.179688
Iteration 64Q: 26 clusters Score -1.576356e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141567 members 
Mstep: Class 2 contains 10726 members 
Mstep: Class 3 contains 230558 members 
Mstep: Class 4 contains 10096 members 
Mstep: Class 5 contains 33266 members 
Mstep: Class 6 contains 311545 members 
Mstep: Class 7 contains 98376 members 
Mstep: Class 8 contains 7636 members 
Mstep: Class 9 contains 52651 members 
Mstep: Class 10 contains 3080 members 
Mstep: Class 11 contains 229929 members 
Mstep: Class 12 contains 66802 members 
Mstep: Class 13 contains 14962 members 
Mstep: Class 14 contains 8668 members 
Mstep: Class 15 contains 224049 members 
Mstep: Class 16 contains 17261 members 
Mstep: Class 17 contains 9188 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 14945 members 
Mstep: Class 20 contains 4054 members 
Mstep: Class 21 contains 13800 members 
Mstep: Class 22 contains 103272 members 
Mstep: Class 24 contains 14036 members 
Mstep: Class 25 contains 5370 members 
Mstep: Class 26 contains 41126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157636032.000000 Penalty: 88843.179688
Iteration 65Q: 26 clusters Score -1.57636e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141568 members 
Mstep: Class 2 contains 10724 members 
Mstep: Class 3 contains 230581 members 
Mstep: Class 4 contains 10102 members 
Mstep: Class 5 contains 33382 members 
Mstep: Class 6 contains 311501 members 
Mstep: Class 7 contains 98440 members 
Mstep: Class 8 contains 7644 members 
Mstep: Class 9 contains 52040 members 
Mstep: Class 10 contains 3063 members 
Mstep: Class 11 contains 229820 members 
Mstep: Class 12 contains 66798 members 
Mstep: Class 13 contains 15357 members 
Mstep: Class 14 contains 8670 members 
Mstep: Class 15 contains 224033 members 
Mstep: Class 16 contains 17267 members 
Mstep: Class 17 contains 9202 members 
Mstep: Class 18 contains 5042 members 
Mstep: Class 19 contains 15120 members 
Mstep: Class 20 contains 4069 members 
Mstep: Class 21 contains 13806 members 
Mstep: Class 22 contains 103284 members 
Mstep: Class 24 contains 14032 members 
Mstep: Class 25 contains 5389 members 
Mstep: Class 26 contains 41072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157636448.000000 Penalty: 88843.179688
Iteration 66Q: 26 clusters Score -1.576364e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141565 members 
Mstep: Class 2 contains 10724 members 
Mstep: Class 3 contains 230600 members 
Mstep: Class 4 contains 10108 members 
Mstep: Class 5 contains 33491 members 
Mstep: Class 6 contains 311474 members 
Mstep: Class 7 contains 98506 members 
Mstep: Class 8 contains 7652 members 
Mstep: Class 9 contains 51422 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 229742 members 
Mstep: Class 12 contains 66790 members 
Mstep: Class 13 contains 15722 members 
Mstep: Class 14 contains 8672 members 
Mstep: Class 15 contains 224011 members 
Mstep: Class 16 contains 17276 members 
Mstep: Class 17 contains 9215 members 
Mstep: Class 18 contains 5038 members 
Mstep: Class 19 contains 15321 members 
Mstep: Class 20 contains 4080 members 
Mstep: Class 21 contains 13796 members 
Mstep: Class 22 contains 103296 members 
Mstep: Class 24 contains 14033 members 
Mstep: Class 25 contains 5420 members 
Mstep: Class 26 contains 41011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637024.000000 Penalty: 88843.179688
Iteration 67Q: 26 clusters Score -1.57637e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141554 members 
Mstep: Class 2 contains 10719 members 
Mstep: Class 3 contains 230619 members 
Mstep: Class 4 contains 10112 members 
Mstep: Class 5 contains 33572 members 
Mstep: Class 6 contains 311456 members 
Mstep: Class 7 contains 98580 members 
Mstep: Class 8 contains 7657 members 
Mstep: Class 9 contains 50826 members 
Mstep: Class 10 contains 3026 members 
Mstep: Class 11 contains 229694 members 
Mstep: Class 12 contains 66791 members 
Mstep: Class 13 contains 16014 members 
Mstep: Class 14 contains 8675 members 
Mstep: Class 15 contains 224025 members 
Mstep: Class 16 contains 17298 members 
Mstep: Class 17 contains 9238 members 
Mstep: Class 18 contains 5038 members 
Mstep: Class 19 contains 15514 members 
Mstep: Class 20 contains 4083 members 
Mstep: Class 21 contains 13771 members 
Mstep: Class 22 contains 103314 members 
Mstep: Class 24 contains 14037 members 
Mstep: Class 25 contains 5439 members 
Mstep: Class 26 contains 40954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637200.000000 Penalty: 88843.179688
Iteration 68Q: 26 clusters Score -1.576372e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141541 members 
Mstep: Class 2 contains 10717 members 
Mstep: Class 3 contains 230655 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 33634 members 
Mstep: Class 6 contains 311419 members 
Mstep: Class 7 contains 98667 members 
Mstep: Class 8 contains 7660 members 
Mstep: Class 9 contains 50262 members 
Mstep: Class 10 contains 3004 members 
Mstep: Class 11 contains 229638 members 
Mstep: Class 12 contains 66781 members 
Mstep: Class 13 contains 16289 members 
Mstep: Class 14 contains 8676 members 
Mstep: Class 15 contains 224056 members 
Mstep: Class 16 contains 17324 members 
Mstep: Class 17 contains 9247 members 
Mstep: Class 18 contains 5037 members 
Mstep: Class 19 contains 15670 members 
Mstep: Class 20 contains 4089 members 
Mstep: Class 21 contains 13772 members 
Mstep: Class 22 contains 103329 members 
Mstep: Class 24 contains 14038 members 
Mstep: Class 25 contains 5459 members 
Mstep: Class 26 contains 40909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637440.000000 Penalty: 88843.179688
Iteration 69Q: 26 clusters Score -1.576374e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141525 members 
Mstep: Class 2 contains 10715 members 
Mstep: Class 3 contains 230671 members 
Mstep: Class 4 contains 10141 members 
Mstep: Class 5 contains 33699 members 
Mstep: Class 6 contains 311412 members 
Mstep: Class 7 contains 98748 members 
Mstep: Class 8 contains 7661 members 
Mstep: Class 9 contains 49737 members 
Mstep: Class 10 contains 2989 members 
Mstep: Class 11 contains 229602 members 
Mstep: Class 12 contains 66777 members 
Mstep: Class 13 contains 16527 members 
Mstep: Class 14 contains 8679 members 
Mstep: Class 15 contains 224096 members 
Mstep: Class 16 contains 17361 members 
Mstep: Class 17 contains 9258 members 
Mstep: Class 18 contains 5038 members 
Mstep: Class 19 contains 15792 members 
Mstep: Class 20 contains 4098 members 
Mstep: Class 21 contains 13757 members 
Mstep: Class 22 contains 103338 members 
Mstep: Class 24 contains 14040 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 40862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637168.000000 Penalty: 88843.179688
Iteration 70Q: 26 clusters Score -1.576372e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141514 members 
Mstep: Class 2 contains 10714 members 
Mstep: Class 3 contains 230681 members 
Mstep: Class 4 contains 10144 members 
Mstep: Class 5 contains 33737 members 
Mstep: Class 6 contains 311406 members 
Mstep: Class 7 contains 98826 members 
Mstep: Class 8 contains 7663 members 
Mstep: Class 9 contains 49244 members 
Mstep: Class 10 contains 2978 members 
Mstep: Class 11 contains 229556 members 
Mstep: Class 12 contains 66771 members 
Mstep: Class 13 contains 16758 members 
Mstep: Class 14 contains 8679 members 
Mstep: Class 15 contains 224135 members 
Mstep: Class 16 contains 17405 members 
Mstep: Class 17 contains 9266 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 15914 members 
Mstep: Class 20 contains 4105 members 
Mstep: Class 21 contains 13754 members 
Mstep: Class 22 contains 103349 members 
Mstep: Class 24 contains 14042 members 
Mstep: Class 25 contains 5500 members 
Mstep: Class 26 contains 40822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637440.000000 Penalty: 88843.179688
Iteration 71Q: 26 clusters Score -1.576374e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141506 members 
Mstep: Class 2 contains 10716 members 
Mstep: Class 3 contains 230686 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 33789 members 
Mstep: Class 6 contains 311405 members 
Mstep: Class 7 contains 98907 members 
Mstep: Class 8 contains 7663 members 
Mstep: Class 9 contains 48773 members 
Mstep: Class 10 contains 2956 members 
Mstep: Class 11 contains 229504 members 
Mstep: Class 12 contains 66761 members 
Mstep: Class 13 contains 16966 members 
Mstep: Class 14 contains 8678 members 
Mstep: Class 15 contains 224174 members 
Mstep: Class 16 contains 17433 members 
Mstep: Class 17 contains 9270 members 
Mstep: Class 18 contains 5042 members 
Mstep: Class 19 contains 16033 members 
Mstep: Class 20 contains 4103 members 
Mstep: Class 21 contains 13767 members 
Mstep: Class 22 contains 103354 members 
Mstep: Class 24 contains 14047 members 
Mstep: Class 25 contains 5522 members 
Mstep: Class 26 contains 40792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637408.000000 Penalty: 88843.179688
Iteration 72Q: 26 clusters Score -1.576374e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141502 members 
Mstep: Class 2 contains 10717 members 
Mstep: Class 3 contains 230697 members 
Mstep: Class 4 contains 10165 members 
Mstep: Class 5 contains 33851 members 
Mstep: Class 6 contains 311377 members 
Mstep: Class 7 contains 98980 members 
Mstep: Class 8 contains 7664 members 
Mstep: Class 9 contains 48318 members 
Mstep: Class 10 contains 2932 members 
Mstep: Class 11 contains 229454 members 
Mstep: Class 12 contains 66749 members 
Mstep: Class 13 contains 17169 members 
Mstep: Class 14 contains 8678 members 
Mstep: Class 15 contains 224212 members 
Mstep: Class 16 contains 17466 members 
Mstep: Class 17 contains 9280 members 
Mstep: Class 18 contains 5035 members 
Mstep: Class 19 contains 16158 members 
Mstep: Class 20 contains 4104 members 
Mstep: Class 21 contains 13774 members 
Mstep: Class 22 contains 103357 members 
Mstep: Class 24 contains 14057 members 
Mstep: Class 25 contains 5541 members 
Mstep: Class 26 contains 40769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637568.000000 Penalty: 88843.179688
Iteration 73Q: 26 clusters Score -1.576376e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141496 members 
Mstep: Class 2 contains 10720 members 
Mstep: Class 3 contains 230710 members 
Mstep: Class 4 contains 10175 members 
Mstep: Class 5 contains 33893 members 
Mstep: Class 6 contains 311373 members 
Mstep: Class 7 contains 99043 members 
Mstep: Class 8 contains 7664 members 
Mstep: Class 9 contains 47898 members 
Mstep: Class 10 contains 2918 members 
Mstep: Class 11 contains 229402 members 
Mstep: Class 12 contains 66743 members 
Mstep: Class 13 contains 17328 members 
Mstep: Class 14 contains 8679 members 
Mstep: Class 15 contains 224247 members 
Mstep: Class 16 contains 17490 members 
Mstep: Class 17 contains 9289 members 
Mstep: Class 18 contains 5029 members 
Mstep: Class 19 contains 16305 members 
Mstep: Class 20 contains 4105 members 
Mstep: Class 21 contains 13781 members 
Mstep: Class 22 contains 103359 members 
Mstep: Class 24 contains 14056 members 
Mstep: Class 25 contains 5557 members 
Mstep: Class 26 contains 40746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637792.000000 Penalty: 88843.179688
Iteration 74Q: 26 clusters Score -1.576378e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141477 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 230708 members 
Mstep: Class 4 contains 10194 members 
Mstep: Class 5 contains 33945 members 
Mstep: Class 6 contains 311382 members 
Mstep: Class 7 contains 99099 members 
Mstep: Class 8 contains 7664 members 
Mstep: Class 9 contains 47512 members 
Mstep: Class 10 contains 2912 members 
Mstep: Class 11 contains 229352 members 
Mstep: Class 12 contains 66741 members 
Mstep: Class 13 contains 17442 members 
Mstep: Class 14 contains 8678 members 
Mstep: Class 15 contains 224286 members 
Mstep: Class 16 contains 17514 members 
Mstep: Class 17 contains 9301 members 
Mstep: Class 18 contains 5027 members 
Mstep: Class 19 contains 16443 members 
Mstep: Class 20 contains 4105 members 
Mstep: Class 21 contains 13783 members 
Mstep: Class 22 contains 103368 members 
Mstep: Class 24 contains 14057 members 
Mstep: Class 25 contains 5566 members 
Mstep: Class 26 contains 40727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157637904.000000 Penalty: 88843.179688
Iteration 75Q: 26 clusters Score -1.576379e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141468 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 230705 members 
Mstep: Class 4 contains 10201 members 
Mstep: Class 5 contains 33995 members 
Mstep: Class 6 contains 311394 members 
Mstep: Class 7 contains 99145 members 
Mstep: Class 8 contains 7664 members 
Mstep: Class 9 contains 47182 members 
Mstep: Class 10 contains 2903 members 
Mstep: Class 11 contains 229319 members 
Mstep: Class 12 contains 66742 members 
Mstep: Class 13 contains 17532 members 
Mstep: Class 14 contains 8679 members 
Mstep: Class 15 contains 224323 members 
Mstep: Class 16 contains 17523 members 
Mstep: Class 17 contains 9318 members 
Mstep: Class 18 contains 5028 members 
Mstep: Class 19 contains 16552 members 
Mstep: Class 20 contains 4106 members 
Mstep: Class 21 contains 13795 members 
Mstep: Class 22 contains 103371 members 
Mstep: Class 24 contains 14060 members 
Mstep: Class 25 contains 5574 members 
Mstep: Class 26 contains 40704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157638128.000000 Penalty: 88843.179688
Iteration 76Q: 26 clusters Score -1.576381e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141461 members 
Mstep: Class 2 contains 10724 members 
Mstep: Class 3 contains 230713 members 
Mstep: Class 4 contains 10219 members 
Mstep: Class 5 contains 34018 members 
Mstep: Class 6 contains 311400 members 
Mstep: Class 7 contains 99187 members 
Mstep: Class 8 contains 7664 members 
Mstep: Class 9 contains 46867 members 
Mstep: Class 10 contains 2891 members 
Mstep: Class 11 contains 229282 members 
Mstep: Class 12 contains 66738 members 
Mstep: Class 13 contains 17615 members 
Mstep: Class 14 contains 8681 members 
Mstep: Class 15 contains 224367 members 
Mstep: Class 16 contains 17535 members 
Mstep: Class 17 contains 9332 members 
Mstep: Class 18 contains 5025 members 
Mstep: Class 19 contains 16666 members 
Mstep: Class 20 contains 4110 members 
Mstep: Class 21 contains 13803 members 
Mstep: Class 22 contains 103372 members 
Mstep: Class 24 contains 14067 members 
Mstep: Class 25 contains 5581 members 
Mstep: Class 26 contains 40688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157638240.000000 Penalty: 88843.179688
Iteration 77Q: 26 clusters Score -1.576382e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141464 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 230721 members 
Mstep: Class 4 contains 10235 members 
Mstep: Class 5 contains 34044 members 
Mstep: Class 6 contains 311392 members 
Mstep: Class 7 contains 99237 members 
Mstep: Class 8 contains 7664 members 
Mstep: Class 9 contains 46555 members 
Mstep: Class 10 contains 2880 members 
Mstep: Class 11 contains 229262 members 
Mstep: Class 12 contains 66732 members 
Mstep: Class 13 contains 17682 members 
Mstep: Class 14 contains 8679 members 
Mstep: Class 15 contains 224412 members 
Mstep: Class 16 contains 17537 members 
Mstep: Class 17 contains 9357 members 
Mstep: Class 18 contains 5026 members 
Mstep: Class 19 contains 16790 members 
Mstep: Class 20 contains 4114 members 
Mstep: Class 21 contains 13809 members 
Mstep: Class 22 contains 103371 members 
Mstep: Class 24 contains 14068 members 
Mstep: Class 25 contains 5590 members 
Mstep: Class 26 contains 40663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157638064.000000 Penalty: 88843.179688
Iteration 78Q: 26 clusters Score -1.576381e+08 nChanged 675
Entering ConstructFrom: 
Score: -157638064.000000 Penalty: 88843.179688
Entering ConstructFrom: 
Trying to split cluster 1 (141470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141470 members 
Entering Unmasked Estep 
Score: -13677019.000000 Penalty: 2941.241211
	Iteration 0F: 2 clusters Score -1.367702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70568 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -13582216.000000 Penalty: 5882.482422
	Iteration 0F: 3 clusters Score -1.358222e+07 nChanged 67632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67188 members 
Mstep: Class 2 contains 74282 members 
Entering Unmasked Estep 
Score: -13622025.000000 Penalty: 5882.482422
	Iteration 1F: 3 clusters Score -1.362202e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -13623520.000000 Penalty: 5882.482422
	Iteration 2Q: 3 clusters Score -1.362352e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 79323 members 
Entering Unmasked Estep 
Score: -13625787.000000 Penalty: 5882.482422
	Iteration 3Q: 3 clusters Score -1.362579e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 83765 members 
Entering Unmasked Estep 
Score: -13629455.000000 Penalty: 5882.482422
	Iteration 4F: 3 clusters Score -1.362946e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 89875 members 
Entering Unmasked Estep 
Score: -13635224.000000 Penalty: 5882.482422
	Iteration 5F: 3 clusters Score -1.363522e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 97233 members 
Entering Unmasked Estep 
Score: -13642604.000000 Penalty: 5882.482422
	Iteration 6F: 3 clusters Score -1.36426e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 104996 members 
Entering Unmasked Estep 
Score: -13650811.000000 Penalty: 5882.482422
	Iteration 7F: 3 clusters Score -1.365081e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 111798 members 
Entering Unmasked Estep 
Score: -13657847.000000 Penalty: 5882.482422
	Iteration 8F: 3 clusters Score -1.365785e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 116953 members 
Entering Unmasked Estep 
Score: -13662832.000000 Penalty: 5882.482422
	Iteration 9Q: 3 clusters Score -1.366283e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 120687 members 
Entering Unmasked Estep 
Score: -13666198.000000 Penalty: 5882.482422
	Iteration 10Q: 3 clusters Score -1.36662e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 123376 members 
Entering Unmasked Estep 
Score: -13668267.000000 Penalty: 5882.482422
	Iteration 11Q: 3 clusters Score -1.366827e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 125424 members 
Entering Unmasked Estep 
Score: -13669709.000000 Penalty: 5882.482422
	Iteration 12Q: 3 clusters Score -1.366971e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 127115 members 
Entering Unmasked Estep 
Score: -13670616.000000 Penalty: 5882.482422
	Iteration 13Q: 3 clusters Score -1.367062e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 128588 members 
Entering Unmasked Estep 
Score: -13671356.000000 Penalty: 5882.482422
	Iteration 14Q: 3 clusters Score -1.367136e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 129859 members 
Entering Unmasked Estep 
Score: -13672064.000000 Penalty: 5882.482422
	Iteration 15Q: 3 clusters Score -1.367206e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 131039 members 
Entering Unmasked Estep 
Score: -13673281.000000 Penalty: 5882.482422
	Iteration 16Q: 3 clusters Score -1.367328e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 131991 members 
Entering Unmasked Estep 
Score: -13674638.000000 Penalty: 5882.482422
	Iteration 17Q: 3 clusters Score -1.367464e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 132591 members 
Entering Unmasked Estep 
Score: -13675280.000000 Penalty: 5882.482422
	Iteration 18Q: 3 clusters Score -1.367528e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 132940 members 
Entering Unmasked Estep 
Score: -13675590.000000 Penalty: 5882.482422
	Iteration 19Q: 3 clusters Score -1.367559e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 133197 members 
Entering Unmasked Estep 
Score: -13675834.000000 Penalty: 5882.482422
	Iteration 20F: 3 clusters Score -1.367583e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 133405 members 
Entering Unmasked Estep 
Score: -13675899.000000 Penalty: 5882.482422
	Iteration 21Q: 3 clusters Score -1.36759e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 133570 members 
Entering Unmasked Estep 
Score: -13675964.000000 Penalty: 5882.482422
	Iteration 22Q: 3 clusters Score -1.367596e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 133707 members 
Entering Unmasked Estep 
Score: -13676066.000000 Penalty: 5882.482422
	Iteration 23Q: 3 clusters Score -1.367607e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 133805 members 
Entering Unmasked Estep 
Score: -13676113.000000 Penalty: 5882.482422
	Iteration 24Q: 3 clusters Score -1.367611e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 133919 members 
Entering Unmasked Estep 
Score: -13676147.000000 Penalty: 5882.482422
	Iteration 25Q: 3 clusters Score -1.367615e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 133991 members 
Entering Unmasked Estep 
Score: -13676158.000000 Penalty: 5882.482422
	Iteration 26Q: 3 clusters Score -1.367616e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 134077 members 
Entering Unmasked Estep 
Score: -13676203.000000 Penalty: 5882.482422
	Iteration 27Q: 3 clusters Score -1.36762e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 134161 members 
Entering Unmasked Estep 
Score: -13676187.000000 Penalty: 5882.482422
	Iteration 28Q: 3 clusters Score -1.367619e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 134245 members 
Entering Unmasked Estep 
Score: -13676180.000000 Penalty: 5882.482422
	Iteration 29Q: 3 clusters Score -1.367618e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 134311 members 
Entering Unmasked Estep 
Score: -13676171.000000 Penalty: 5882.482422
	Iteration 30Q: 3 clusters Score -1.367617e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 134370 members 
Entering Unmasked Estep 
Score: -13676177.000000 Penalty: 5882.482422
	Iteration 31Q: 3 clusters Score -1.367618e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 134435 members 
Entering Unmasked Estep 
Score: -13676208.000000 Penalty: 5882.482422
	Iteration 32Q: 3 clusters Score -1.367621e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 134480 members 
Entering Unmasked Estep 
Score: -13676201.000000 Penalty: 5882.482422
	Iteration 33Q: 3 clusters Score -1.36762e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 134509 members 
Entering Unmasked Estep 
Score: -13676218.000000 Penalty: 5882.482422
	Iteration 34Q: 3 clusters Score -1.367622e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 134542 members 
Entering Unmasked Estep 
Score: -13676227.000000 Penalty: 5882.482422
	Iteration 35Q: 3 clusters Score -1.367623e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 134571 members 
Entering Unmasked Estep 
Score: -13676254.000000 Penalty: 5882.482422
	Iteration 36Q: 3 clusters Score -1.367625e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 134595 members 
Entering Unmasked Estep 
Score: -13676251.000000 Penalty: 5882.482422
	Iteration 37Q: 3 clusters Score -1.367625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 134621 members 
Entering Unmasked Estep 
Score: -13676260.000000 Penalty: 5882.482422
	Iteration 38Q: 3 clusters Score -1.367626e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 134649 members 
Entering Unmasked Estep 
Score: -13676268.000000 Penalty: 5882.482422
	Iteration 39Q: 3 clusters Score -1.367627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 134670 members 
Entering Unmasked Estep 
Score: -13676264.000000 Penalty: 5882.482422
	Iteration 40F: 3 clusters Score -1.367626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 134684 members 
Entering Unmasked Estep 
Score: -13676254.000000 Penalty: 5882.482422
	Iteration 41Q: 3 clusters Score -1.367625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 134692 members 
Entering Unmasked Estep 
Score: -13676264.000000 Penalty: 5882.482422
	Iteration 42Q: 3 clusters Score -1.367626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 134699 members 
Entering Unmasked Estep 
Score: -13676272.000000 Penalty: 5882.482422
	Iteration 43Q: 3 clusters Score -1.367627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 134705 members 
Entering Unmasked Estep 
Score: -13676259.000000 Penalty: 5882.482422
	Iteration 44Q: 3 clusters Score -1.367626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 134708 members 
Entering Unmasked Estep 
Score: -13676255.000000 Penalty: 5882.482422
	Iteration 45Q: 3 clusters Score -1.367626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 134709 members 
Entering Unmasked Estep 
Score: -13676255.000000 Penalty: 5882.482422
	Iteration 46Q: 3 clusters Score -1.367626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 134712 members 
Entering Unmasked Estep 
Score: -13676251.000000 Penalty: 5882.482422
	Iteration 47Q: 3 clusters Score -1.367625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 134714 members 
Entering Unmasked Estep 
Score: -13676261.000000 Penalty: 5882.482422
	Iteration 48Q: 3 clusters Score -1.367626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 134714 members 
Entering Unmasked Estep 
Score: -13676257.000000 Penalty: 5882.482422
	Iteration 49Q: 3 clusters Score -1.367626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 134713 members 
Entering Unmasked Estep 
Score: -13676259.000000 Penalty: 5882.482422
	Iteration 50Q: 3 clusters Score -1.367626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 134713 members 
Entering Unmasked Estep 
Score: -13676259.000000 Penalty: 5882.482422
	Iteration 51F: 3 clusters Score -1.367626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Entering Unmasked Estep 
Score: -1056243.375000 Penalty: 2301.383545
	Iteration 0F: 2 clusters Score -1056243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1048109.562500 Penalty: 4602.767090
	Iteration 0F: 3 clusters Score -1048110 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1050546.500000 Penalty: 4602.767090
	Iteration 1F: 3 clusters Score -1050546 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1050890.125000 Penalty: 4602.767090
	Iteration 2F: 3 clusters Score -1050890 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1051141.375000 Penalty: 4602.767090
	Iteration 3F: 3 clusters Score -1051141 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1051312.500000 Penalty: 4602.767090
	Iteration 4Q: 3 clusters Score -1051312 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1051444.875000 Penalty: 4602.767090
	Iteration 5Q: 3 clusters Score -1051445 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1051551.500000 Penalty: 4602.767090
	Iteration 6Q: 3 clusters Score -1051552 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1051638.750000 Penalty: 4602.767090
	Iteration 7Q: 3 clusters Score -1051639 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1051729.750000 Penalty: 4602.767090
	Iteration 8Q: 3 clusters Score -1051730 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1051810.500000 Penalty: 4602.767090
	Iteration 9Q: 3 clusters Score -1051810 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1051902.125000 Penalty: 4602.767090
	Iteration 10Q: 3 clusters Score -1051902 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1052004.125000 Penalty: 4602.767090
	Iteration 11Q: 3 clusters Score -1052004 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1052131.125000 Penalty: 4602.767090
	Iteration 12Q: 3 clusters Score -1052131 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1052282.625000 Penalty: 4602.767090
	Iteration 13Q: 3 clusters Score -1052283 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1052456.125000 Penalty: 4602.767090
	Iteration 14Q: 3 clusters Score -1052456 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1052638.250000 Penalty: 4602.767090
	Iteration 15Q: 3 clusters Score -1052638 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1052801.750000 Penalty: 4602.767090
	Iteration 16Q: 3 clusters Score -1052802 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1052977.875000 Penalty: 4602.767090
	Iteration 17Q: 3 clusters Score -1052978 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1053125.625000 Penalty: 4602.767090
	Iteration 18Q: 3 clusters Score -1053126 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1053264.125000 Penalty: 4602.767090
	Iteration 19Q: 3 clusters Score -1053264 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1053382.250000 Penalty: 4602.767090
	Iteration 20F: 3 clusters Score -1053382 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1053485.625000 Penalty: 4602.767090
	Iteration 21Q: 3 clusters Score -1053486 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1053575.000000 Penalty: 4602.767090
	Iteration 22Q: 3 clusters Score -1053575 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1053660.000000 Penalty: 4602.767090
	Iteration 23Q: 3 clusters Score -1053660 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1053733.250000 Penalty: 4602.767090
	Iteration 24Q: 3 clusters Score -1053733 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1053796.750000 Penalty: 4602.767090
	Iteration 25Q: 3 clusters Score -1053797 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1053842.125000 Penalty: 4602.767090
	Iteration 26Q: 3 clusters Score -1053842 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1053881.625000 Penalty: 4602.767090
	Iteration 27Q: 3 clusters Score -1053882 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1053916.750000 Penalty: 4602.767090
	Iteration 28Q: 3 clusters Score -1053917 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1053947.875000 Penalty: 4602.767090
	Iteration 29Q: 3 clusters Score -1053948 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1053977.750000 Penalty: 4602.767090
	Iteration 30Q: 3 clusters Score -1053978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1053996.625000 Penalty: 4602.767090
	Iteration 31Q: 3 clusters Score -1053997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1054009.250000 Penalty: 4602.767090
	Iteration 32Q: 3 clusters Score -1054009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1054015.750000 Penalty: 4602.767090
	Iteration 33Q: 3 clusters Score -1054016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1054021.625000 Penalty: 4602.767090
	Iteration 34Q: 3 clusters Score -1054022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1054027.500000 Penalty: 4602.767090
	Iteration 35Q: 3 clusters Score -1054028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1054034.375000 Penalty: 4602.767090
	Iteration 36Q: 3 clusters Score -1054034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1054037.500000 Penalty: 4602.767090
	Iteration 37Q: 3 clusters Score -1054038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1054039.750000 Penalty: 4602.767090
	Iteration 38Q: 3 clusters Score -1054040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1054044.125000 Penalty: 4602.767090
	Iteration 39Q: 3 clusters Score -1054044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1054049.125000 Penalty: 4602.767090
	Iteration 40F: 3 clusters Score -1054049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1054054.000000 Penalty: 4602.767090
	Iteration 41Q: 3 clusters Score -1054054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1054058.500000 Penalty: 4602.767090
	Iteration 42Q: 3 clusters Score -1054058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1054063.250000 Penalty: 4602.767090
	Iteration 43Q: 3 clusters Score -1054063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1054071.250000 Penalty: 4602.767090
	Iteration 44Q: 3 clusters Score -1054071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1054074.875000 Penalty: 4602.767090
	Iteration 45Q: 3 clusters Score -1054075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1054078.000000 Penalty: 4602.767090
	Iteration 46Q: 3 clusters Score -1054078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1054077.125000 Penalty: 4602.767090
	Iteration 47Q: 3 clusters Score -1054077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1054078.625000 Penalty: 4602.767090
	Iteration 48Q: 3 clusters Score -1054079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1054081.250000 Penalty: 4602.767090
	Iteration 49Q: 3 clusters Score -1054081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1054083.000000 Penalty: 4602.767090
	Iteration 50Q: 3 clusters Score -1054083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1054081.625000 Penalty: 4602.767090
	Iteration 51Q: 3 clusters Score -1054082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1054085.250000 Penalty: 4602.767090
	Iteration 52Q: 3 clusters Score -1054085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1054085.500000 Penalty: 4602.767090
	Iteration 53Q: 3 clusters Score -1054086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1054085.500000 Penalty: 4602.767090
	Iteration 54F: 3 clusters Score -1054086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (230724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230724 members 
Entering Unmasked Estep 
Score: -22694594.000000 Penalty: 3062.546387
	Iteration 0F: 2 clusters Score -2.269459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115642 members 
Mstep: Class 2 contains 115082 members 
Entering Unmasked Estep 
Score: -22540168.000000 Penalty: 6125.092773
	Iteration 0F: 3 clusters Score -2.254017e+07 nChanged 111025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122241 members 
Mstep: Class 2 contains 108483 members 
Entering Unmasked Estep 
Score: -22605566.000000 Penalty: 6125.092773
	Iteration 1F: 3 clusters Score -2.260557e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126807 members 
Mstep: Class 2 contains 103917 members 
Entering Unmasked Estep 
Score: -22607818.000000 Penalty: 6125.092773
	Iteration 2Q: 3 clusters Score -2.260782e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133946 members 
Mstep: Class 2 contains 96778 members 
Entering Unmasked Estep 
Score: -22611576.000000 Penalty: 6125.092773
	Iteration 3Q: 3 clusters Score -2.261158e+07 nChanged 13396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144848 members 
Mstep: Class 2 contains 85876 members 
Entering Unmasked Estep 
Score: -22618952.000000 Penalty: 6125.092773
	Iteration 4F: 3 clusters Score -2.261895e+07 nChanged 17508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160128 members 
Mstep: Class 2 contains 70596 members 
Entering Unmasked Estep 
Score: -22631214.000000 Penalty: 6125.092773
	Iteration 5F: 3 clusters Score -2.263121e+07 nChanged 19951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177965 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -22647628.000000 Penalty: 6125.092773
	Iteration 6F: 3 clusters Score -2.264763e+07 nChanged 18239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194720 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -22662882.000000 Penalty: 6125.092773
	Iteration 7F: 3 clusters Score -2.266288e+07 nChanged 13176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207300 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -22673490.000000 Penalty: 6125.092773
	Iteration 8F: 3 clusters Score -2.267349e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216009 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -22680504.000000 Penalty: 6125.092773
	Iteration 9Q: 3 clusters Score -2.26805e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222012 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -22685304.000000 Penalty: 6125.092773
	Iteration 10Q: 3 clusters Score -2.26853e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225797 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -22688316.000000 Penalty: 6125.092773
	Iteration 11Q: 3 clusters Score -2.268832e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227902 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -22690098.000000 Penalty: 6125.092773
	Iteration 12Q: 3 clusters Score -2.26901e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228998 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -22691002.000000 Penalty: 6125.092773
	Iteration 13Q: 3 clusters Score -2.2691e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229502 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -22691434.000000 Penalty: 6125.092773
	Iteration 14Q: 3 clusters Score -2.269143e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229755 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -22691644.000000 Penalty: 6125.092773
	Iteration 15Q: 3 clusters Score -2.269164e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229878 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -22691724.000000 Penalty: 6125.092773
	Iteration 16Q: 3 clusters Score -2.269172e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229950 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -22691812.000000 Penalty: 6125.092773
	Iteration 17Q: 3 clusters Score -2.269181e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230000 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -22691892.000000 Penalty: 6125.092773
	Iteration 18Q: 3 clusters Score -2.269189e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230029 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -22691910.000000 Penalty: 6125.092773
	Iteration 19Q: 3 clusters Score -2.269191e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230046 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -22691922.000000 Penalty: 6125.092773
	Iteration 20F: 3 clusters Score -2.269192e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230056 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -22691906.000000 Penalty: 6125.092773
	Iteration 21Q: 3 clusters Score -2.269191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230070 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -22691920.000000 Penalty: 6125.092773
	Iteration 22Q: 3 clusters Score -2.269192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230075 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -22691944.000000 Penalty: 6125.092773
	Iteration 23Q: 3 clusters Score -2.269194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230084 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -22691954.000000 Penalty: 6125.092773
	Iteration 24Q: 3 clusters Score -2.269195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230084 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -22691952.000000 Penalty: 6125.092773
	Iteration 25Q: 3 clusters Score -2.269195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230085 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -22691954.000000 Penalty: 6125.092773
	Iteration 26Q: 3 clusters Score -2.269195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230084 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -22691960.000000 Penalty: 6125.092773
	Iteration 27Q: 3 clusters Score -2.269196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230084 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -22691968.000000 Penalty: 6125.092773
	Iteration 28Q: 3 clusters Score -2.269197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230085 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -22691952.000000 Penalty: 6125.092773
	Iteration 29Q: 3 clusters Score -2.269195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230088 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -22691976.000000 Penalty: 6125.092773
	Iteration 30Q: 3 clusters Score -2.269198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230091 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -22691982.000000 Penalty: 6125.092773
	Iteration 31Q: 3 clusters Score -2.269198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230093 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -22692000.000000 Penalty: 6125.092773
	Iteration 32Q: 3 clusters Score -2.2692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230096 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22692008.000000 Penalty: 6125.092773
	Iteration 33Q: 3 clusters Score -2.269201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230097 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -22692010.000000 Penalty: 6125.092773
	Iteration 34Q: 3 clusters Score -2.269201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230098 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -22692012.000000 Penalty: 6125.092773
	Iteration 35Q: 3 clusters Score -2.269201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230099 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -22692018.000000 Penalty: 6125.092773
	Iteration 36Q: 3 clusters Score -2.269202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230101 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -22692008.000000 Penalty: 6125.092773
	Iteration 37Q: 3 clusters Score -2.269201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230101 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -22692024.000000 Penalty: 6125.092773
	Iteration 38Q: 3 clusters Score -2.269202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230101 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -22692024.000000 Penalty: 6125.092773
	Iteration 39F: 3 clusters Score -2.269202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Entering Unmasked Estep 
Score: -938729.312500 Penalty: 2290.239746
	Iteration 0F: 2 clusters Score -938729.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -930907.250000 Penalty: 4580.479492
	Iteration 0F: 3 clusters Score -930907.2 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -933215.750000 Penalty: 4580.479492
	Iteration 1F: 3 clusters Score -933215.8 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -933696.625000 Penalty: 4580.479492
	Iteration 2F: 3 clusters Score -933696.6 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -934399.937500 Penalty: 4580.479492
	Iteration 3F: 3 clusters Score -934399.9 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -935622.437500 Penalty: 4580.479492
	Iteration 4F: 3 clusters Score -935622.4 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -937398.062500 Penalty: 4580.479492
	Iteration 5F: 3 clusters Score -937398.1 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -939480.687500 Penalty: 4580.479492
	Iteration 6F: 3 clusters Score -939480.7 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -940788.250000 Penalty: 4580.479492
	Iteration 7F: 3 clusters Score -940788.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -941255.812500 Penalty: 4580.479492
	Iteration 8Q: 3 clusters Score -941255.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -941482.062500 Penalty: 4580.479492
	Iteration 9Q: 3 clusters Score -941482.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -941608.562500 Penalty: 4580.479492
	Iteration 10Q: 3 clusters Score -941608.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -941690.687500 Penalty: 4580.479492
	Iteration 11Q: 3 clusters Score -941690.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -941722.812500 Penalty: 4580.479492
	Iteration 12Q: 3 clusters Score -941722.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -941733.875000 Penalty: 4580.479492
	Iteration 13Q: 3 clusters Score -941733.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -941746.875000 Penalty: 4580.479492
	Iteration 14Q: 3 clusters Score -941746.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -941750.437500 Penalty: 4580.479492
	Iteration 15Q: 3 clusters Score -941750.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -941754.062500 Penalty: 4580.479492
	Iteration 16Q: 3 clusters Score -941754.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -941753.187500 Penalty: 4580.479492
	Iteration 17Q: 3 clusters Score -941753.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -941753.750000 Penalty: 4580.479492
	Iteration 18Q: 3 clusters Score -941753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -941757.000000 Penalty: 4580.479492
	Iteration 19Q: 3 clusters Score -941757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -941760.875000 Penalty: 4580.479492
	Iteration 20F: 3 clusters Score -941760.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -941762.000000 Penalty: 4580.479492
	Iteration 21Q: 3 clusters Score -941762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -941768.312500 Penalty: 4580.479492
	Iteration 22Q: 3 clusters Score -941768.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -941768.062500 Penalty: 4580.479492
	Iteration 23Q: 3 clusters Score -941768.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -941767.750000 Penalty: 4580.479492
	Iteration 24Q: 3 clusters Score -941767.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -941767.750000 Penalty: 4580.479492
	Iteration 25F: 3 clusters Score -941767.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141470 members 
Mstep: Class 2 contains 10719 members 
Mstep: Class 3 contains 230724 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 34084 members 
Mstep: Class 6 contains 311392 members 
Mstep: Class 7 contains 99282 members 
Mstep: Class 8 contains 7665 members 
Mstep: Class 9 contains 46261 members 
Mstep: Class 10 contains 2863 members 
Mstep: Class 11 contains 229228 members 
Mstep: Class 12 contains 66716 members 
Mstep: Class 13 contains 17746 members 
Mstep: Class 14 contains 8678 members 
Mstep: Class 15 contains 224447 members 
Mstep: Class 16 contains 17547 members 
Mstep: Class 17 contains 9377 members 
Mstep: Class 18 contains 5025 members 
Mstep: Class 19 contains 16912 members 
Mstep: Class 20 contains 4113 members 
Mstep: Class 21 contains 13821 members 
Mstep: Class 22 contains 103373 members 
Mstep: Class 23 contains 2909 members 
Mstep: Class 24 contains 14071 members 
Mstep: Class 25 contains 5597 members 
Mstep: Class 26 contains 40647 members 
Entering Unmasked Estep 
Score: -157640448.000000 Penalty: 92396.906250
Splitting cluster 4 changes total score from -157638064.000000 to -157640448.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (34084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Entering Unmasked Estep 
Score: -3038422.500000 Penalty: 2588.272705
	Iteration 0F: 2 clusters Score -3038422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -3015098.000000 Penalty: 5176.545410
	Iteration 0F: 3 clusters Score -3015098 nChanged 15595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -3024156.750000 Penalty: 5176.545410
	Iteration 1F: 3 clusters Score -3024157 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -3025264.750000 Penalty: 5176.545410
	Iteration 2F: 3 clusters Score -3025265 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3026623.500000 Penalty: 5176.545410
	Iteration 3F: 3 clusters Score -3026624 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -3027857.500000 Penalty: 5176.545410
	Iteration 4F: 3 clusters Score -3027858 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3029041.750000 Penalty: 5176.545410
	Iteration 5F: 3 clusters Score -3029042 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -3030278.500000 Penalty: 5176.545410
	Iteration 6F: 3 clusters Score -3030278 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3031548.250000 Penalty: 5176.545410
	Iteration 7F: 3 clusters Score -3031548 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -3032915.500000 Penalty: 5176.545410
	Iteration 8F: 3 clusters Score -3032916 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -3034329.500000 Penalty: 5176.545410
	Iteration 9Q: 3 clusters Score -3034330 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -3035623.000000 Penalty: 5176.545410
	Iteration 10Q: 3 clusters Score -3035623 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -3036583.750000 Penalty: 5176.545410
	Iteration 11Q: 3 clusters Score -3036584 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -3037098.500000 Penalty: 5176.545410
	Iteration 12Q: 3 clusters Score -3037098 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -3037342.250000 Penalty: 5176.545410
	Iteration 13Q: 3 clusters Score -3037342 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3037460.750000 Penalty: 5176.545410
	Iteration 14Q: 3 clusters Score -3037461 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -3037531.750000 Penalty: 5176.545410
	Iteration 15Q: 3 clusters Score -3037532 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3037563.250000 Penalty: 5176.545410
	Iteration 16Q: 3 clusters Score -3037563 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3037593.500000 Penalty: 5176.545410
	Iteration 17Q: 3 clusters Score -3037594 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3037625.750000 Penalty: 5176.545410
	Iteration 18Q: 3 clusters Score -3037626 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -3037647.250000 Penalty: 5176.545410
	Iteration 19Q: 3 clusters Score -3037647 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3037684.000000 Penalty: 5176.545410
	Iteration 20F: 3 clusters Score -3037684 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3037716.250000 Penalty: 5176.545410
	Iteration 21Q: 3 clusters Score -3037716 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -3037756.250000 Penalty: 5176.545410
	Iteration 22Q: 3 clusters Score -3037756 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3037769.250000 Penalty: 5176.545410
	Iteration 23Q: 3 clusters Score -3037769 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3037791.000000 Penalty: 5176.545410
	Iteration 24Q: 3 clusters Score -3037791 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3037800.500000 Penalty: 5176.545410
	Iteration 25Q: 3 clusters Score -3037800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3037805.000000 Penalty: 5176.545410
	Iteration 26Q: 3 clusters Score -3037805 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -3037818.000000 Penalty: 5176.545410
	Iteration 27Q: 3 clusters Score -3037818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3037834.000000 Penalty: 5176.545410
	Iteration 28Q: 3 clusters Score -3037834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3037842.750000 Penalty: 5176.545410
	Iteration 29Q: 3 clusters Score -3037843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3037855.500000 Penalty: 5176.545410
	Iteration 30Q: 3 clusters Score -3037856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3037867.000000 Penalty: 5176.545410
	Iteration 31Q: 3 clusters Score -3037867 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3037877.000000 Penalty: 5176.545410
	Iteration 32Q: 3 clusters Score -3037877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3037876.750000 Penalty: 5176.545410
	Iteration 33Q: 3 clusters Score -3037877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3037883.250000 Penalty: 5176.545410
	Iteration 34Q: 3 clusters Score -3037883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3037893.000000 Penalty: 5176.545410
	Iteration 35Q: 3 clusters Score -3037893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3037893.000000 Penalty: 5176.545410
	Iteration 36Q: 3 clusters Score -3037893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3037884.250000 Penalty: 5176.545410
	Iteration 37Q: 3 clusters Score -3037884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3037890.500000 Penalty: 5176.545410
	Iteration 38Q: 3 clusters Score -3037890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3037892.500000 Penalty: 5176.545410
	Iteration 39Q: 3 clusters Score -3037892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3037901.750000 Penalty: 5176.545410
	Iteration 40F: 3 clusters Score -3037902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -3037907.000000 Penalty: 5176.545410
	Iteration 41Q: 3 clusters Score -3037907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3037902.250000 Penalty: 5176.545410
	Iteration 42Q: 3 clusters Score -3037902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3037914.000000 Penalty: 5176.545410
	Iteration 43Q: 3 clusters Score -3037914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3037914.750000 Penalty: 5176.545410
	Iteration 44Q: 3 clusters Score -3037915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3037914.250000 Penalty: 5176.545410
	Iteration 45Q: 3 clusters Score -3037914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3037914.250000 Penalty: 5176.545410
	Iteration 46Q: 3 clusters Score -3037914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3037916.500000 Penalty: 5176.545410
	Iteration 47Q: 3 clusters Score -3037916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3037916.750000 Penalty: 5176.545410
	Iteration 48Q: 3 clusters Score -3037917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3037915.750000 Penalty: 5176.545410
	Iteration 49Q: 3 clusters Score -3037916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3037915.750000 Penalty: 5176.545410
	Iteration 50Q: 3 clusters Score -3037916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3037916.250000 Penalty: 5176.545410
	Iteration 51Q: 3 clusters Score -3037916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3037916.500000 Penalty: 5176.545410
	Iteration 52Q: 3 clusters Score -3037916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3037919.500000 Penalty: 5176.545410
	Iteration 53Q: 3 clusters Score -3037920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3037922.500000 Penalty: 5176.545410
	Iteration 54Q: 3 clusters Score -3037922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3037921.000000 Penalty: 5176.545410
	Iteration 55Q: 3 clusters Score -3037921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3037921.250000 Penalty: 5176.545410
	Iteration 56Q: 3 clusters Score -3037921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3037918.750000 Penalty: 5176.545410
	Iteration 57Q: 3 clusters Score -3037919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3037922.000000 Penalty: 5176.545410
	Iteration 58Q: 3 clusters Score -3037922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3037927.250000 Penalty: 5176.545410
	Iteration 59Q: 3 clusters Score -3037927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -3037925.500000 Penalty: 5176.545410
	Iteration 60F: 3 clusters Score -3037926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3037929.250000 Penalty: 5176.545410
	Iteration 61Q: 3 clusters Score -3037929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -3037931.500000 Penalty: 5176.545410
	Iteration 62Q: 3 clusters Score -3037932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3037925.750000 Penalty: 5176.545410
	Iteration 63Q: 3 clusters Score -3037926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3037925.000000 Penalty: 5176.545410
	Iteration 64Q: 3 clusters Score -3037925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3037926.750000 Penalty: 5176.545410
	Iteration 65Q: 3 clusters Score -3037927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3037928.250000 Penalty: 5176.545410
	Iteration 66Q: 3 clusters Score -3037928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3037925.750000 Penalty: 5176.545410
	Iteration 67Q: 3 clusters Score -3037926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3037929.000000 Penalty: 5176.545410
	Iteration 68Q: 3 clusters Score -3037929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3037923.750000 Penalty: 5176.545410
	Iteration 69Q: 3 clusters Score -3037924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3037923.750000 Penalty: 5176.545410
	Iteration 70F: 3 clusters Score -3037924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (311392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311392 members 
Entering Unmasked Estep 
Score: -30472540.000000 Penalty: 3136.904297
	Iteration 0F: 2 clusters Score -3.047254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155648 members 
Mstep: Class 2 contains 155744 members 
Entering Unmasked Estep 
Score: -30274540.000000 Penalty: 6273.808594
	Iteration 0F: 3 clusters Score -3.027454e+07 nChanged 150828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157228 members 
Mstep: Class 2 contains 154164 members 
Entering Unmasked Estep 
Score: -30363842.000000 Penalty: 6273.808594
	Iteration 1F: 3 clusters Score -3.036384e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158455 members 
Mstep: Class 2 contains 152937 members 
Entering Unmasked Estep 
Score: -30365300.000000 Penalty: 6273.808594
	Iteration 2Q: 3 clusters Score -3.03653e+07 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160616 members 
Mstep: Class 2 contains 150776 members 
Entering Unmasked Estep 
Score: -30367082.000000 Penalty: 6273.808594
	Iteration 3Q: 3 clusters Score -3.036708e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164199 members 
Mstep: Class 2 contains 147193 members 
Entering Unmasked Estep 
Score: -30369572.000000 Penalty: 6273.808594
	Iteration 4Q: 3 clusters Score -3.036957e+07 nChanged 11570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169743 members 
Mstep: Class 2 contains 141649 members 
Entering Unmasked Estep 
Score: -30372994.000000 Penalty: 6273.808594
	Iteration 5Q: 3 clusters Score -3.037299e+07 nChanged 14042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178139 members 
Mstep: Class 2 contains 133253 members 
Entering Unmasked Estep 
Score: -30378082.000000 Penalty: 6273.808594
	Iteration 6Q: 3 clusters Score -3.037808e+07 nChanged 16898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190243 members 
Mstep: Class 2 contains 121149 members 
Entering Unmasked Estep 
Score: -30385616.000000 Penalty: 6273.808594
	Iteration 7F: 3 clusters Score -3.038562e+07 nChanged 20021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206466 members 
Mstep: Class 2 contains 104926 members 
Entering Unmasked Estep 
Score: -30395504.000000 Penalty: 6273.808594
	Iteration 8F: 3 clusters Score -3.03955e+07 nChanged 22006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225684 members 
Mstep: Class 2 contains 85708 members 
Entering Unmasked Estep 
Score: -30407922.000000 Penalty: 6273.808594
	Iteration 9F: 3 clusters Score -3.040792e+07 nChanged 21796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245804 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -30421056.000000 Penalty: 6273.808594
	Iteration 10F: 3 clusters Score -3.042106e+07 nChanged 18954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264086 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -30434334.000000 Penalty: 6273.808594
	Iteration 11F: 3 clusters Score -3.043433e+07 nChanged 15380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279266 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -30445898.000000 Penalty: 6273.808594
	Iteration 12Q: 3 clusters Score -3.04459e+07 nChanged 11574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290816 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -30454956.000000 Penalty: 6273.808594
	Iteration 13Q: 3 clusters Score -3.045496e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298995 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -30461298.000000 Penalty: 6273.808594
	Iteration 14Q: 3 clusters Score -3.04613e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304312 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -30465530.000000 Penalty: 6273.808594
	Iteration 15Q: 3 clusters Score -3.046553e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307340 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -30467782.000000 Penalty: 6273.808594
	Iteration 16Q: 3 clusters Score -3.046778e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308855 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -30468826.000000 Penalty: 6273.808594
	Iteration 17Q: 3 clusters Score -3.046883e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309611 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -30469430.000000 Penalty: 6273.808594
	Iteration 18Q: 3 clusters Score -3.046943e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310018 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -30469724.000000 Penalty: 6273.808594
	Iteration 19Q: 3 clusters Score -3.046972e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310248 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -30469850.000000 Penalty: 6273.808594
	Iteration 20F: 3 clusters Score -3.046985e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310382 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -30470000.000000 Penalty: 6273.808594
	Iteration 21Q: 3 clusters Score -3.047e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310467 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -30470038.000000 Penalty: 6273.808594
	Iteration 22Q: 3 clusters Score -3.047004e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310528 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -30470068.000000 Penalty: 6273.808594
	Iteration 23Q: 3 clusters Score -3.047007e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310560 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -30470148.000000 Penalty: 6273.808594
	Iteration 24Q: 3 clusters Score -3.047015e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310587 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -30470194.000000 Penalty: 6273.808594
	Iteration 25Q: 3 clusters Score -3.047019e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310609 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -30470242.000000 Penalty: 6273.808594
	Iteration 26Q: 3 clusters Score -3.047024e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310626 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -30470260.000000 Penalty: 6273.808594
	Iteration 27Q: 3 clusters Score -3.047026e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310635 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -30470242.000000 Penalty: 6273.808594
	Iteration 28Q: 3 clusters Score -3.047024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310636 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -30470250.000000 Penalty: 6273.808594
	Iteration 29Q: 3 clusters Score -3.047025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310636 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -30470260.000000 Penalty: 6273.808594
	Iteration 30Q: 3 clusters Score -3.047026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310634 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -30470254.000000 Penalty: 6273.808594
	Iteration 31Q: 3 clusters Score -3.047025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310634 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -30470256.000000 Penalty: 6273.808594
	Iteration 32Q: 3 clusters Score -3.047026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310632 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -30470278.000000 Penalty: 6273.808594
	Iteration 33Q: 3 clusters Score -3.047028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310632 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -30470278.000000 Penalty: 6273.808594
	Iteration 34F: 3 clusters Score -3.047028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (99282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99282 members 
Entering Unmasked Estep 
Score: -9563100.000000 Penalty: 2853.418457
	Iteration 0F: 2 clusters Score -9563100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -9496704.000000 Penalty: 5706.836914
	Iteration 0F: 3 clusters Score -9496704 nChanged 46954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -9524327.000000 Penalty: 5706.836914
	Iteration 1F: 3 clusters Score -9524327 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -9525801.000000 Penalty: 5706.836914
	Iteration 2Q: 3 clusters Score -9525801 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -9527919.000000 Penalty: 5706.836914
	Iteration 3Q: 3 clusters Score -9527919 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -9530871.000000 Penalty: 5706.836914
	Iteration 4F: 3 clusters Score -9530871 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -9534746.000000 Penalty: 5706.836914
	Iteration 5F: 3 clusters Score -9534746 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -9539380.000000 Penalty: 5706.836914
	Iteration 6F: 3 clusters Score -9539380 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -9544387.000000 Penalty: 5706.836914
	Iteration 7F: 3 clusters Score -9544387 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -9548559.000000 Penalty: 5706.836914
	Iteration 8F: 3 clusters Score -9548559 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -9551203.000000 Penalty: 5706.836914
	Iteration 9Q: 3 clusters Score -9551203 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -9552831.000000 Penalty: 5706.836914
	Iteration 10Q: 3 clusters Score -9552831 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -9553759.000000 Penalty: 5706.836914
	Iteration 11Q: 3 clusters Score -9553759 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -9554393.000000 Penalty: 5706.836914
	Iteration 12Q: 3 clusters Score -9554393 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -9554731.000000 Penalty: 5706.836914
	Iteration 13Q: 3 clusters Score -9554731 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -9554958.000000 Penalty: 5706.836914
	Iteration 14Q: 3 clusters Score -9554958 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -9555250.000000 Penalty: 5706.836914
	Iteration 15Q: 3 clusters Score -9555250 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -9555480.000000 Penalty: 5706.836914
	Iteration 16Q: 3 clusters Score -9555480 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -9555669.000000 Penalty: 5706.836914
	Iteration 17Q: 3 clusters Score -9555669 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -9555769.000000 Penalty: 5706.836914
	Iteration 18Q: 3 clusters Score -9555769 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -9555882.000000 Penalty: 5706.836914
	Iteration 19Q: 3 clusters Score -9555882 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -9555954.000000 Penalty: 5706.836914
	Iteration 20F: 3 clusters Score -9555954 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -9556024.000000 Penalty: 5706.836914
	Iteration 21Q: 3 clusters Score -9556024 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -9556116.000000 Penalty: 5706.836914
	Iteration 22Q: 3 clusters Score -9556116 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -9556227.000000 Penalty: 5706.836914
	Iteration 23Q: 3 clusters Score -9556227 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -9556292.000000 Penalty: 5706.836914
	Iteration 24Q: 3 clusters Score -9556292 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -9556274.000000 Penalty: 5706.836914
	Iteration 25Q: 3 clusters Score -9556274 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -9556362.000000 Penalty: 5706.836914
	Iteration 26Q: 3 clusters Score -9556362 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -9556421.000000 Penalty: 5706.836914
	Iteration 27Q: 3 clusters Score -9556421 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -9556484.000000 Penalty: 5706.836914
	Iteration 28Q: 3 clusters Score -9556484 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -9556557.000000 Penalty: 5706.836914
	Iteration 29Q: 3 clusters Score -9556557 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -9556647.000000 Penalty: 5706.836914
	Iteration 30Q: 3 clusters Score -9556647 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -9556692.000000 Penalty: 5706.836914
	Iteration 31Q: 3 clusters Score -9556692 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -9556790.000000 Penalty: 5706.836914
	Iteration 32Q: 3 clusters Score -9556790 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -9556882.000000 Penalty: 5706.836914
	Iteration 33Q: 3 clusters Score -9556882 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -9556970.000000 Penalty: 5706.836914
	Iteration 34Q: 3 clusters Score -9556970 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -9557057.000000 Penalty: 5706.836914
	Iteration 35Q: 3 clusters Score -9557057 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -9557138.000000 Penalty: 5706.836914
	Iteration 36Q: 3 clusters Score -9557138 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -9557244.000000 Penalty: 5706.836914
	Iteration 37Q: 3 clusters Score -9557244 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -9557295.000000 Penalty: 5706.836914
	Iteration 38Q: 3 clusters Score -9557295 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -9557352.000000 Penalty: 5706.836914
	Iteration 39Q: 3 clusters Score -9557352 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -9557465.000000 Penalty: 5706.836914
	Iteration 40F: 3 clusters Score -9557465 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -9557560.000000 Penalty: 5706.836914
	Iteration 41Q: 3 clusters Score -9557560 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -9557649.000000 Penalty: 5706.836914
	Iteration 42Q: 3 clusters Score -9557649 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -9557720.000000 Penalty: 5706.836914
	Iteration 43Q: 3 clusters Score -9557720 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -9557856.000000 Penalty: 5706.836914
	Iteration 44Q: 3 clusters Score -9557856 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -9557916.000000 Penalty: 5706.836914
	Iteration 45Q: 3 clusters Score -9557916 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -9557959.000000 Penalty: 5706.836914
	Iteration 46Q: 3 clusters Score -9557959 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -9558039.000000 Penalty: 5706.836914
	Iteration 47Q: 3 clusters Score -9558039 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -9558078.000000 Penalty: 5706.836914
	Iteration 48Q: 3 clusters Score -9558078 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -9558151.000000 Penalty: 5706.836914
	Iteration 49Q: 3 clusters Score -9558151 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -9558232.000000 Penalty: 5706.836914
	Iteration 50Q: 3 clusters Score -9558232 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -9558255.000000 Penalty: 5706.836914
	Iteration 51Q: 3 clusters Score -9558255 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -9558305.000000 Penalty: 5706.836914
	Iteration 52Q: 3 clusters Score -9558305 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -9558313.000000 Penalty: 5706.836914
	Iteration 53Q: 3 clusters Score -9558313 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 58725 members 
Entering Unmasked Estep 
Score: -9558326.000000 Penalty: 5706.836914
	Iteration 54Q: 3 clusters Score -9558326 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -9558365.000000 Penalty: 5706.836914
	Iteration 55Q: 3 clusters Score -9558365 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -9558389.000000 Penalty: 5706.836914
	Iteration 56Q: 3 clusters Score -9558389 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -9558402.000000 Penalty: 5706.836914
	Iteration 57Q: 3 clusters Score -9558402 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -9558403.000000 Penalty: 5706.836914
	Iteration 58Q: 3 clusters Score -9558403 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -9558390.000000 Penalty: 5706.836914
	Iteration 59Q: 3 clusters Score -9558390 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -9558441.000000 Penalty: 5706.836914
	Iteration 60F: 3 clusters Score -9558441 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -9558445.000000 Penalty: 5706.836914
	Iteration 61Q: 3 clusters Score -9558445 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -9558443.000000 Penalty: 5706.836914
	Iteration 62Q: 3 clusters Score -9558443 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -9558485.000000 Penalty: 5706.836914
	Iteration 63Q: 3 clusters Score -9558485 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -9558495.000000 Penalty: 5706.836914
	Iteration 64Q: 3 clusters Score -9558495 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -9558481.000000 Penalty: 5706.836914
	Iteration 65Q: 3 clusters Score -9558481 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 61657 members 
Entering Unmasked Estep 
Score: -9558530.000000 Penalty: 5706.836914
	Iteration 66Q: 3 clusters Score -9558530 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -9558546.000000 Penalty: 5706.836914
	Iteration 67Q: 3 clusters Score -9558546 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -9558573.000000 Penalty: 5706.836914
	Iteration 68Q: 3 clusters Score -9558573 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -9558590.000000 Penalty: 5706.836914
	Iteration 69Q: 3 clusters Score -9558590 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 62306 members 
Entering Unmasked Estep 
Score: -9558582.000000 Penalty: 5706.836914
	Iteration 70Q: 3 clusters Score -9558582 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -9558566.000000 Penalty: 5706.836914
	Iteration 71Q: 3 clusters Score -9558566 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 62556 members 
Entering Unmasked Estep 
Score: -9558563.000000 Penalty: 5706.836914
	Iteration 72Q: 3 clusters Score -9558563 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -9558565.000000 Penalty: 5706.836914
	Iteration 73Q: 3 clusters Score -9558565 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -9558558.000000 Penalty: 5706.836914
	Iteration 74Q: 3 clusters Score -9558558 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -9558532.000000 Penalty: 5706.836914
	Iteration 75Q: 3 clusters Score -9558532 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 62957 members 
Entering Unmasked Estep 
Score: -9558536.000000 Penalty: 5706.836914
	Iteration 76Q: 3 clusters Score -9558536 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 63047 members 
Entering Unmasked Estep 
Score: -9558552.000000 Penalty: 5706.836914
	Iteration 77Q: 3 clusters Score -9558552 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -9558547.000000 Penalty: 5706.836914
	Iteration 78Q: 3 clusters Score -9558547 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 63181 members 
Entering Unmasked Estep 
Score: -9558562.000000 Penalty: 5706.836914
	Iteration 79Q: 3 clusters Score -9558562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 63236 members 
Entering Unmasked Estep 
Score: -9558578.000000 Penalty: 5706.836914
	Iteration 80F: 3 clusters Score -9558578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 63290 members 
Entering Unmasked Estep 
Score: -9558583.000000 Penalty: 5706.836914
	Iteration 81Q: 3 clusters Score -9558583 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -9558586.000000 Penalty: 5706.836914
	Iteration 82Q: 3 clusters Score -9558586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 63390 members 
Entering Unmasked Estep 
Score: -9558599.000000 Penalty: 5706.836914
	Iteration 83Q: 3 clusters Score -9558599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -9558593.000000 Penalty: 5706.836914
	Iteration 84Q: 3 clusters Score -9558593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 63478 members 
Entering Unmasked Estep 
Score: -9558606.000000 Penalty: 5706.836914
	Iteration 85Q: 3 clusters Score -9558606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 63518 members 
Entering Unmasked Estep 
Score: -9558593.000000 Penalty: 5706.836914
	Iteration 86Q: 3 clusters Score -9558593 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 63555 members 
Entering Unmasked Estep 
Score: -9558607.000000 Penalty: 5706.836914
	Iteration 87Q: 3 clusters Score -9558607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -9558612.000000 Penalty: 5706.836914
	Iteration 88Q: 3 clusters Score -9558612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 63613 members 
Entering Unmasked Estep 
Score: -9558608.000000 Penalty: 5706.836914
	Iteration 89Q: 3 clusters Score -9558608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -9558608.000000 Penalty: 5706.836914
	Iteration 90Q: 3 clusters Score -9558608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 63660 members 
Entering Unmasked Estep 
Score: -9558608.000000 Penalty: 5706.836914
	Iteration 91Q: 3 clusters Score -9558608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -9558599.000000 Penalty: 5706.836914
	Iteration 92Q: 3 clusters Score -9558599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -9558619.000000 Penalty: 5706.836914
	Iteration 93Q: 3 clusters Score -9558619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -9558607.000000 Penalty: 5706.836914
	Iteration 94Q: 3 clusters Score -9558607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -9558613.000000 Penalty: 5706.836914
	Iteration 95Q: 3 clusters Score -9558613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -9558622.000000 Penalty: 5706.836914
	Iteration 96Q: 3 clusters Score -9558622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 63751 members 
Entering Unmasked Estep 
Score: -9558620.000000 Penalty: 5706.836914
	Iteration 97Q: 3 clusters Score -9558620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -9558609.000000 Penalty: 5706.836914
	Iteration 98Q: 3 clusters Score -9558609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -9558609.000000 Penalty: 5706.836914
	Iteration 99Q: 3 clusters Score -9558609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 63791 members 
Entering Unmasked Estep 
Score: -9558608.000000 Penalty: 5706.836914
	Iteration 100F: 3 clusters Score -9558608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -9558620.000000 Penalty: 5706.836914
	Iteration 101Q: 3 clusters Score -9558620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -9558616.000000 Penalty: 5706.836914
	Iteration 102Q: 3 clusters Score -9558616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -9558623.000000 Penalty: 5706.836914
	Iteration 103Q: 3 clusters Score -9558623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -9558625.000000 Penalty: 5706.836914
	Iteration 104Q: 3 clusters Score -9558625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -9558617.000000 Penalty: 5706.836914
	Iteration 105Q: 3 clusters Score -9558617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 63902 members 
Entering Unmasked Estep 
Score: -9558625.000000 Penalty: 5706.836914
	Iteration 106Q: 3 clusters Score -9558625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 63920 members 
Entering Unmasked Estep 
Score: -9558615.000000 Penalty: 5706.836914
	Iteration 107Q: 3 clusters Score -9558615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -9558624.000000 Penalty: 5706.836914
	Iteration 108Q: 3 clusters Score -9558624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -9558618.000000 Penalty: 5706.836914
	Iteration 109Q: 3 clusters Score -9558618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -9558623.000000 Penalty: 5706.836914
	Iteration 110Q: 3 clusters Score -9558623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -9558627.000000 Penalty: 5706.836914
	Iteration 111Q: 3 clusters Score -9558627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 63981 members 
Entering Unmasked Estep 
Score: -9558622.000000 Penalty: 5706.836914
	Iteration 112Q: 3 clusters Score -9558622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -9558640.000000 Penalty: 5706.836914
	Iteration 113Q: 3 clusters Score -9558640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -9558634.000000 Penalty: 5706.836914
	Iteration 114Q: 3 clusters Score -9558634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 64012 members 
Entering Unmasked Estep 
Score: -9558629.000000 Penalty: 5706.836914
	Iteration 115Q: 3 clusters Score -9558629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -9558616.000000 Penalty: 5706.836914
	Iteration 116Q: 3 clusters Score -9558616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 64027 members 
Entering Unmasked Estep 
Score: -9558617.000000 Penalty: 5706.836914
	Iteration 117Q: 3 clusters Score -9558617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 64034 members 
Entering Unmasked Estep 
Score: -9558618.000000 Penalty: 5706.836914
	Iteration 118Q: 3 clusters Score -9558618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 64042 members 
Entering Unmasked Estep 
Score: -9558623.000000 Penalty: 5706.836914
	Iteration 119Q: 3 clusters Score -9558623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
Score: -9558624.000000 Penalty: 5706.836914
	Iteration 120F: 3 clusters Score -9558624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 64060 members 
Entering Unmasked Estep 
Score: -9558616.000000 Penalty: 5706.836914
	Iteration 121Q: 3 clusters Score -9558616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 64065 members 
Entering Unmasked Estep 
Score: -9558615.000000 Penalty: 5706.836914
	Iteration 122Q: 3 clusters Score -9558615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 64068 members 
Entering Unmasked Estep 
Score: -9558611.000000 Penalty: 5706.836914
	Iteration 123Q: 3 clusters Score -9558611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -9558610.000000 Penalty: 5706.836914
	Iteration 124Q: 3 clusters Score -9558610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 64074 members 
Entering Unmasked Estep 
Score: -9558610.000000 Penalty: 5706.836914
	Iteration 125Q: 3 clusters Score -9558610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 64077 members 
Entering Unmasked Estep 
Score: -9558605.000000 Penalty: 5706.836914
	Iteration 126Q: 3 clusters Score -9558605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 64080 members 
Entering Unmasked Estep 
Score: -9558603.000000 Penalty: 5706.836914
	Iteration 127Q: 3 clusters Score -9558603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 64082 members 
Entering Unmasked Estep 
Score: -9558603.000000 Penalty: 5706.836914
	Iteration 128Q: 3 clusters Score -9558603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 64082 members 
Entering Unmasked Estep 
Score: -9558603.000000 Penalty: 5706.836914
	Iteration 129F: 3 clusters Score -9558603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Entering Unmasked Estep 
Score: -765481.187500 Penalty: 2218.216064
	Iteration 0F: 2 clusters Score -765481.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -759289.187500 Penalty: 4436.432129
	Iteration 0F: 3 clusters Score -759289.2 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -760815.750000 Penalty: 4436.432129
	Iteration 1F: 3 clusters Score -760815.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -761096.437500 Penalty: 4436.432129
	Iteration 2F: 3 clusters Score -761096.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -761293.750000 Penalty: 4436.432129
	Iteration 3F: 3 clusters Score -761293.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -761436.500000 Penalty: 4436.432129
	Iteration 4Q: 3 clusters Score -761436.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -761539.062500 Penalty: 4436.432129
	Iteration 5Q: 3 clusters Score -761539.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -761635.312500 Penalty: 4436.432129
	Iteration 6Q: 3 clusters Score -761635.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -761731.250000 Penalty: 4436.432129
	Iteration 7Q: 3 clusters Score -761731.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -761843.750000 Penalty: 4436.432129
	Iteration 8Q: 3 clusters Score -761843.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -761975.062500 Penalty: 4436.432129
	Iteration 9Q: 3 clusters Score -761975.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -762088.437500 Penalty: 4436.432129
	Iteration 10Q: 3 clusters Score -762088.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -762199.937500 Penalty: 4436.432129
	Iteration 11Q: 3 clusters Score -762199.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -762321.250000 Penalty: 4436.432129
	Iteration 12Q: 3 clusters Score -762321.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -762424.187500 Penalty: 4436.432129
	Iteration 13Q: 3 clusters Score -762424.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -762526.437500 Penalty: 4436.432129
	Iteration 14Q: 3 clusters Score -762526.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -762629.875000 Penalty: 4436.432129
	Iteration 15Q: 3 clusters Score -762629.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -762725.687500 Penalty: 4436.432129
	Iteration 16Q: 3 clusters Score -762725.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -762800.375000 Penalty: 4436.432129
	Iteration 17Q: 3 clusters Score -762800.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -762860.375000 Penalty: 4436.432129
	Iteration 18Q: 3 clusters Score -762860.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -762923.187500 Penalty: 4436.432129
	Iteration 19Q: 3 clusters Score -762923.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -762985.562500 Penalty: 4436.432129
	Iteration 20F: 3 clusters Score -762985.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -763049.000000 Penalty: 4436.432129
	Iteration 21Q: 3 clusters Score -763049 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -763109.187500 Penalty: 4436.432129
	Iteration 22Q: 3 clusters Score -763109.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -763175.750000 Penalty: 4436.432129
	Iteration 23Q: 3 clusters Score -763175.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -763252.750000 Penalty: 4436.432129
	Iteration 24Q: 3 clusters Score -763252.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -763322.437500 Penalty: 4436.432129
	Iteration 25Q: 3 clusters Score -763322.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -763373.937500 Penalty: 4436.432129
	Iteration 26Q: 3 clusters Score -763373.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -763413.625000 Penalty: 4436.432129
	Iteration 27Q: 3 clusters Score -763413.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -763441.812500 Penalty: 4436.432129
	Iteration 28Q: 3 clusters Score -763441.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -763465.937500 Penalty: 4436.432129
	Iteration 29Q: 3 clusters Score -763465.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -763484.687500 Penalty: 4436.432129
	Iteration 30Q: 3 clusters Score -763484.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -763499.250000 Penalty: 4436.432129
	Iteration 31Q: 3 clusters Score -763499.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -763512.250000 Penalty: 4436.432129
	Iteration 32Q: 3 clusters Score -763512.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -763527.687500 Penalty: 4436.432129
	Iteration 33Q: 3 clusters Score -763527.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -763537.187500 Penalty: 4436.432129
	Iteration 34Q: 3 clusters Score -763537.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -763546.687500 Penalty: 4436.432129
	Iteration 35Q: 3 clusters Score -763546.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -763553.750000 Penalty: 4436.432129
	Iteration 36Q: 3 clusters Score -763553.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -763568.062500 Penalty: 4436.432129
	Iteration 37Q: 3 clusters Score -763568.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -763571.062500 Penalty: 4436.432129
	Iteration 38Q: 3 clusters Score -763571.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -763578.437500 Penalty: 4436.432129
	Iteration 39Q: 3 clusters Score -763578.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -763583.500000 Penalty: 4436.432129
	Iteration 40F: 3 clusters Score -763583.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -763586.812500 Penalty: 4436.432129
	Iteration 41Q: 3 clusters Score -763586.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -763589.062500 Penalty: 4436.432129
	Iteration 42Q: 3 clusters Score -763589.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -763593.562500 Penalty: 4436.432129
	Iteration 43Q: 3 clusters Score -763593.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -763596.500000 Penalty: 4436.432129
	Iteration 44Q: 3 clusters Score -763596.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -763597.437500 Penalty: 4436.432129
	Iteration 45Q: 3 clusters Score -763597.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -763600.625000 Penalty: 4436.432129
	Iteration 46Q: 3 clusters Score -763600.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -763600.000000 Penalty: 4436.432129
	Iteration 47Q: 3 clusters Score -763600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -763601.312500 Penalty: 4436.432129
	Iteration 48Q: 3 clusters Score -763601.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -763601.812500 Penalty: 4436.432129
	Iteration 49Q: 3 clusters Score -763601.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -763604.437500 Penalty: 4436.432129
	Iteration 50Q: 3 clusters Score -763604.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -763604.437500 Penalty: 4436.432129
	Iteration 51F: 3 clusters Score -763604.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Entering Unmasked Estep 
Score: -4118676.250000 Penalty: 2664.029541
	Iteration 0F: 2 clusters Score -4118676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -4087632.750000 Penalty: 5328.059082
	Iteration 0F: 3 clusters Score -4087633 nChanged 21296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -4100479.250000 Penalty: 5328.059082
	Iteration 1F: 3 clusters Score -4100479 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -4102967.250000 Penalty: 5328.059082
	Iteration 2F: 3 clusters Score -4102967 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -4106755.750000 Penalty: 5328.059082
	Iteration 3F: 3 clusters Score -4106756 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -4111685.500000 Penalty: 5328.059082
	Iteration 4F: 3 clusters Score -4111686 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -4116180.500000 Penalty: 5328.059082
	Iteration 5F: 3 clusters Score -4116180 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -4118918.000000 Penalty: 5328.059082
	Iteration 6F: 3 clusters Score -4118918 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -4120387.750000 Penalty: 5328.059082
	Iteration 7F: 3 clusters Score -4120388 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -4120980.000000 Penalty: 5328.059082
	Iteration 8Q: 3 clusters Score -4120980 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -4121267.750000 Penalty: 5328.059082
	Iteration 9Q: 3 clusters Score -4121268 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -4121396.750000 Penalty: 5328.059082
	Iteration 10Q: 3 clusters Score -4121397 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -4121455.000000 Penalty: 5328.059082
	Iteration 11Q: 3 clusters Score -4121455 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -4121506.750000 Penalty: 5328.059082
	Iteration 12Q: 3 clusters Score -4121507 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -4121529.250000 Penalty: 5328.059082
	Iteration 13Q: 3 clusters Score -4121529 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -4121542.000000 Penalty: 5328.059082
	Iteration 14Q: 3 clusters Score -4121542 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -4121594.750000 Penalty: 5328.059082
	Iteration 15Q: 3 clusters Score -4121595 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -4121607.000000 Penalty: 5328.059082
	Iteration 16Q: 3 clusters Score -4121607 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -4121626.250000 Penalty: 5328.059082
	Iteration 17Q: 3 clusters Score -4121626 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -4121640.500000 Penalty: 5328.059082
	Iteration 18Q: 3 clusters Score -4121640 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -4121675.250000 Penalty: 5328.059082
	Iteration 19Q: 3 clusters Score -4121675 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -4121698.750000 Penalty: 5328.059082
	Iteration 20F: 3 clusters Score -4121699 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -4121725.750000 Penalty: 5328.059082
	Iteration 21Q: 3 clusters Score -4121726 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -4121758.000000 Penalty: 5328.059082
	Iteration 22Q: 3 clusters Score -4121758 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -4121791.250000 Penalty: 5328.059082
	Iteration 23Q: 3 clusters Score -4121791 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -4121863.250000 Penalty: 5328.059082
	Iteration 24Q: 3 clusters Score -4121863 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -4121929.250000 Penalty: 5328.059082
	Iteration 25Q: 3 clusters Score -4121929 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -4121977.000000 Penalty: 5328.059082
	Iteration 26Q: 3 clusters Score -4121977 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -4122067.250000 Penalty: 5328.059082
	Iteration 27Q: 3 clusters Score -4122067 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -4122170.000000 Penalty: 5328.059082
	Iteration 28Q: 3 clusters Score -4122170 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -4122318.750000 Penalty: 5328.059082
	Iteration 29Q: 3 clusters Score -4122319 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -4122465.750000 Penalty: 5328.059082
	Iteration 30Q: 3 clusters Score -4122466 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -4122627.000000 Penalty: 5328.059082
	Iteration 31Q: 3 clusters Score -4122627 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -4122773.250000 Penalty: 5328.059082
	Iteration 32Q: 3 clusters Score -4122773 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -4122910.750000 Penalty: 5328.059082
	Iteration 33Q: 3 clusters Score -4122911 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -4123012.250000 Penalty: 5328.059082
	Iteration 34Q: 3 clusters Score -4123012 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -4123159.500000 Penalty: 5328.059082
	Iteration 35Q: 3 clusters Score -4123160 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4123302.000000 Penalty: 5328.059082
	Iteration 36Q: 3 clusters Score -4123302 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -4123415.000000 Penalty: 5328.059082
	Iteration 37Q: 3 clusters Score -4123415 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -4123548.250000 Penalty: 5328.059082
	Iteration 38Q: 3 clusters Score -4123548 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -4123683.000000 Penalty: 5328.059082
	Iteration 39Q: 3 clusters Score -4123683 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -4123852.750000 Penalty: 5328.059082
	Iteration 40F: 3 clusters Score -4123853 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -4124052.500000 Penalty: 5328.059082
	Iteration 41Q: 3 clusters Score -4124052 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -4124293.250000 Penalty: 5328.059082
	Iteration 42Q: 3 clusters Score -4124293 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -4124517.250000 Penalty: 5328.059082
	Iteration 43Q: 3 clusters Score -4124517 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -4124768.000000 Penalty: 5328.059082
	Iteration 44Q: 3 clusters Score -4124768 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -4125012.500000 Penalty: 5328.059082
	Iteration 45Q: 3 clusters Score -4125012 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -4125288.750000 Penalty: 5328.059082
	Iteration 46Q: 3 clusters Score -4125289 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -4125530.000000 Penalty: 5328.059082
	Iteration 47Q: 3 clusters Score -4125530 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -4125753.000000 Penalty: 5328.059082
	Iteration 48Q: 3 clusters Score -4125753 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -4125936.250000 Penalty: 5328.059082
	Iteration 49Q: 3 clusters Score -4125936 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -4126109.250000 Penalty: 5328.059082
	Iteration 50Q: 3 clusters Score -4126109 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -4126210.000000 Penalty: 5328.059082
	Iteration 51Q: 3 clusters Score -4126210 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -4126314.750000 Penalty: 5328.059082
	Iteration 52Q: 3 clusters Score -4126315 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -4126387.000000 Penalty: 5328.059082
	Iteration 53Q: 3 clusters Score -4126387 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -4126458.250000 Penalty: 5328.059082
	Iteration 54Q: 3 clusters Score -4126458 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -4126511.000000 Penalty: 5328.059082
	Iteration 55Q: 3 clusters Score -4126511 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -4126557.750000 Penalty: 5328.059082
	Iteration 56Q: 3 clusters Score -4126558 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -4126620.750000 Penalty: 5328.059082
	Iteration 57Q: 3 clusters Score -4126621 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -4126650.000000 Penalty: 5328.059082
	Iteration 58Q: 3 clusters Score -4126650 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -4126708.750000 Penalty: 5328.059082
	Iteration 59Q: 3 clusters Score -4126709 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -4126739.500000 Penalty: 5328.059082
	Iteration 60F: 3 clusters Score -4126740 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -4126767.250000 Penalty: 5328.059082
	Iteration 61Q: 3 clusters Score -4126767 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -4126795.750000 Penalty: 5328.059082
	Iteration 62Q: 3 clusters Score -4126796 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -4126822.500000 Penalty: 5328.059082
	Iteration 63Q: 3 clusters Score -4126822 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -4126880.000000 Penalty: 5328.059082
	Iteration 64Q: 3 clusters Score -4126880 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -4126911.500000 Penalty: 5328.059082
	Iteration 65Q: 3 clusters Score -4126912 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -4126945.000000 Penalty: 5328.059082
	Iteration 66Q: 3 clusters Score -4126945 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -4126988.500000 Penalty: 5328.059082
	Iteration 67Q: 3 clusters Score -4126988 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -4127032.750000 Penalty: 5328.059082
	Iteration 68Q: 3 clusters Score -4127033 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -4127113.500000 Penalty: 5328.059082
	Iteration 69Q: 3 clusters Score -4127114 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -4127217.750000 Penalty: 5328.059082
	Iteration 70Q: 3 clusters Score -4127218 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -4127389.750000 Penalty: 5328.059082
	Iteration 71Q: 3 clusters Score -4127390 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -4127592.750000 Penalty: 5328.059082
	Iteration 72Q: 3 clusters Score -4127593 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -4127708.250000 Penalty: 5328.059082
	Iteration 73Q: 3 clusters Score -4127708 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -4127760.250000 Penalty: 5328.059082
	Iteration 74Q: 3 clusters Score -4127760 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -4127798.250000 Penalty: 5328.059082
	Iteration 75Q: 3 clusters Score -4127798 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -4127818.000000 Penalty: 5328.059082
	Iteration 76Q: 3 clusters Score -4127818 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -4127831.500000 Penalty: 5328.059082
	Iteration 77Q: 3 clusters Score -4127832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -4127839.000000 Penalty: 5328.059082
	Iteration 78Q: 3 clusters Score -4127839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -4127844.000000 Penalty: 5328.059082
	Iteration 79Q: 3 clusters Score -4127844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -4127846.000000 Penalty: 5328.059082
	Iteration 80F: 3 clusters Score -4127846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -4127846.500000 Penalty: 5328.059082
	Iteration 81Q: 3 clusters Score -4127846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -4127845.250000 Penalty: 5328.059082
	Iteration 82Q: 3 clusters Score -4127845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -4127847.750000 Penalty: 5328.059082
	Iteration 83Q: 3 clusters Score -4127848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -4127847.750000 Penalty: 5328.059082
	Iteration 84Q: 3 clusters Score -4127848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -4127846.000000 Penalty: 5328.059082
	Iteration 85Q: 3 clusters Score -4127846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -4127848.750000 Penalty: 5328.059082
	Iteration 86Q: 3 clusters Score -4127849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -4127848.750000 Penalty: 5328.059082
	Iteration 87F: 3 clusters Score -4127849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141470 members 
Mstep: Class 2 contains 10719 members 
Mstep: Class 3 contains 230724 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 34084 members 
Mstep: Class 6 contains 311392 members 
Mstep: Class 7 contains 99282 members 
Mstep: Class 8 contains 7665 members 
Mstep: Class 9 contains 37929 members 
Mstep: Class 10 contains 2863 members 
Mstep: Class 11 contains 229228 members 
Mstep: Class 12 contains 66716 members 
Mstep: Class 13 contains 17746 members 
Mstep: Class 14 contains 8678 members 
Mstep: Class 15 contains 224447 members 
Mstep: Class 16 contains 17547 members 
Mstep: Class 17 contains 9377 members 
Mstep: Class 18 contains 5025 members 
Mstep: Class 19 contains 16912 members 
Mstep: Class 20 contains 4113 members 
Mstep: Class 21 contains 13821 members 
Mstep: Class 22 contains 103373 members 
Mstep: Class 23 contains 2909 members 
Mstep: Class 24 contains 14071 members 
Mstep: Class 25 contains 5597 members 
Mstep: Class 26 contains 40647 members 
Mstep: Class 27 contains 8332 members 
Entering Unmasked Estep 
Score: -157650016.000000 Penalty: 95950.632812
Splitting cluster 9 changes total score from -157638064.000000 to -157650016.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -264147.031250 Penalty: 1973.987061
	Iteration 0F: 2 clusters Score -264147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -260945.796875 Penalty: 3947.974121
	Iteration 0F: 3 clusters Score -260945.8 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -261583.234375 Penalty: 3947.974121
	Iteration 1F: 3 clusters Score -261583.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -261741.140625 Penalty: 3947.974121
	Iteration 2F: 3 clusters Score -261741.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -261820.093750 Penalty: 3947.974121
	Iteration 3Q: 3 clusters Score -261820.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -261878.171875 Penalty: 3947.974121
	Iteration 4Q: 3 clusters Score -261878.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -261924.250000 Penalty: 3947.974121
	Iteration 5Q: 3 clusters Score -261924.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -261955.781250 Penalty: 3947.974121
	Iteration 6Q: 3 clusters Score -261955.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -261984.750000 Penalty: 3947.974121
	Iteration 7Q: 3 clusters Score -261984.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -262017.359375 Penalty: 3947.974121
	Iteration 8Q: 3 clusters Score -262017.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -262035.125000 Penalty: 3947.974121
	Iteration 9Q: 3 clusters Score -262035.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -262051.859375 Penalty: 3947.974121
	Iteration 10Q: 3 clusters Score -262051.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -262063.640625 Penalty: 3947.974121
	Iteration 11Q: 3 clusters Score -262063.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -262073.250000 Penalty: 3947.974121
	Iteration 12Q: 3 clusters Score -262073.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -262082.203125 Penalty: 3947.974121
	Iteration 13Q: 3 clusters Score -262082.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -262090.359375 Penalty: 3947.974121
	Iteration 14Q: 3 clusters Score -262090.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -262097.343750 Penalty: 3947.974121
	Iteration 15Q: 3 clusters Score -262097.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -262102.968750 Penalty: 3947.974121
	Iteration 16Q: 3 clusters Score -262103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -262112.234375 Penalty: 3947.974121
	Iteration 17Q: 3 clusters Score -262112.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -262120.250000 Penalty: 3947.974121
	Iteration 18Q: 3 clusters Score -262120.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -262126.515625 Penalty: 3947.974121
	Iteration 19Q: 3 clusters Score -262126.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -262128.656250 Penalty: 3947.974121
	Iteration 20F: 3 clusters Score -262128.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -262131.031250 Penalty: 3947.974121
	Iteration 21Q: 3 clusters Score -262131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -262134.203125 Penalty: 3947.974121
	Iteration 22Q: 3 clusters Score -262134.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -262134.812500 Penalty: 3947.974121
	Iteration 23Q: 3 clusters Score -262134.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -262134.812500 Penalty: 3947.974121
	Iteration 24Q: 3 clusters Score -262134.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -262134.812500 Penalty: 3947.974121
	Iteration 25F: 3 clusters Score -262134.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (229228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229228 members 
Entering Unmasked Estep 
Score: -22507592.000000 Penalty: 3060.933105
	Iteration 0F: 2 clusters Score -2.250759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114604 members 
Mstep: Class 2 contains 114624 members 
Entering Unmasked Estep 
Score: -22355640.000000 Penalty: 6121.866211
	Iteration 0F: 3 clusters Score -2.235564e+07 nChanged 110512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117180 members 
Mstep: Class 2 contains 112048 members 
Entering Unmasked Estep 
Score: -22422368.000000 Penalty: 6121.866211
	Iteration 1F: 3 clusters Score -2.242237e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119235 members 
Mstep: Class 2 contains 109993 members 
Entering Unmasked Estep 
Score: -22425490.000000 Penalty: 6121.866211
	Iteration 2Q: 3 clusters Score -2.242549e+07 nChanged 10764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122645 members 
Mstep: Class 2 contains 106583 members 
Entering Unmasked Estep 
Score: -22430098.000000 Penalty: 6121.866211
	Iteration 3Q: 3 clusters Score -2.24301e+07 nChanged 13626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127713 members 
Mstep: Class 2 contains 101515 members 
Entering Unmasked Estep 
Score: -22437382.000000 Penalty: 6121.866211
	Iteration 4F: 3 clusters Score -2.243738e+07 nChanged 15554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134231 members 
Mstep: Class 2 contains 94997 members 
Entering Unmasked Estep 
Score: -22446380.000000 Penalty: 6121.866211
	Iteration 5F: 3 clusters Score -2.244638e+07 nChanged 15693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141530 members 
Mstep: Class 2 contains 87698 members 
Entering Unmasked Estep 
Score: -22454634.000000 Penalty: 6121.866211
	Iteration 6F: 3 clusters Score -2.245463e+07 nChanged 13933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149091 members 
Mstep: Class 2 contains 80137 members 
Entering Unmasked Estep 
Score: -22461146.000000 Penalty: 6121.866211
	Iteration 7F: 3 clusters Score -2.246115e+07 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156505 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -22465866.000000 Penalty: 6121.866211
	Iteration 8Q: 3 clusters Score -2.246587e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163970 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -22469536.000000 Penalty: 6121.866211
	Iteration 9Q: 3 clusters Score -2.246954e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171516 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -22472776.000000 Penalty: 6121.866211
	Iteration 10Q: 3 clusters Score -2.247278e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179411 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -22476024.000000 Penalty: 6121.866211
	Iteration 11Q: 3 clusters Score -2.247602e+07 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187579 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -22479670.000000 Penalty: 6121.866211
	Iteration 12Q: 3 clusters Score -2.247967e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195840 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -22483784.000000 Penalty: 6121.866211
	Iteration 13Q: 3 clusters Score -2.248378e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203995 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -22488272.000000 Penalty: 6121.866211
	Iteration 14Q: 3 clusters Score -2.248827e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211301 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -22492818.000000 Penalty: 6121.866211
	Iteration 15Q: 3 clusters Score -2.249282e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217412 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -22497120.000000 Penalty: 6121.866211
	Iteration 16Q: 3 clusters Score -2.249712e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222063 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -22500440.000000 Penalty: 6121.866211
	Iteration 17Q: 3 clusters Score -2.250044e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225092 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -22502524.000000 Penalty: 6121.866211
	Iteration 18Q: 3 clusters Score -2.250252e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226742 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -22503826.000000 Penalty: 6121.866211
	Iteration 19Q: 3 clusters Score -2.250383e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227539 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -22504382.000000 Penalty: 6121.866211
	Iteration 20F: 3 clusters Score -2.250438e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227977 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -22504622.000000 Penalty: 6121.866211
	Iteration 21Q: 3 clusters Score -2.250462e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228190 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -22504706.000000 Penalty: 6121.866211
	Iteration 22Q: 3 clusters Score -2.250471e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228316 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -22504802.000000 Penalty: 6121.866211
	Iteration 23Q: 3 clusters Score -2.25048e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228393 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -22504828.000000 Penalty: 6121.866211
	Iteration 24Q: 3 clusters Score -2.250483e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228429 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -22504870.000000 Penalty: 6121.866211
	Iteration 25Q: 3 clusters Score -2.250487e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228460 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -22504910.000000 Penalty: 6121.866211
	Iteration 26Q: 3 clusters Score -2.250491e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228477 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -22504920.000000 Penalty: 6121.866211
	Iteration 27Q: 3 clusters Score -2.250492e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228495 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -22504942.000000 Penalty: 6121.866211
	Iteration 28Q: 3 clusters Score -2.250494e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228515 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -22504952.000000 Penalty: 6121.866211
	Iteration 29Q: 3 clusters Score -2.250495e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228521 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -22504964.000000 Penalty: 6121.866211
	Iteration 30Q: 3 clusters Score -2.250496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228529 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -22504980.000000 Penalty: 6121.866211
	Iteration 31Q: 3 clusters Score -2.250498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228533 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -22504984.000000 Penalty: 6121.866211
	Iteration 32Q: 3 clusters Score -2.250498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228537 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -22504990.000000 Penalty: 6121.866211
	Iteration 33Q: 3 clusters Score -2.250499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228541 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -22504982.000000 Penalty: 6121.866211
	Iteration 34Q: 3 clusters Score -2.250498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228544 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -22504994.000000 Penalty: 6121.866211
	Iteration 35Q: 3 clusters Score -2.250499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228547 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -22504996.000000 Penalty: 6121.866211
	Iteration 36Q: 3 clusters Score -2.2505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228549 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -22504998.000000 Penalty: 6121.866211
	Iteration 37Q: 3 clusters Score -2.2505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228550 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -22504998.000000 Penalty: 6121.866211
	Iteration 38Q: 3 clusters Score -2.2505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228552 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -22505000.000000 Penalty: 6121.866211
	Iteration 39Q: 3 clusters Score -2.2505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228553 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -22505006.000000 Penalty: 6121.866211
	Iteration 40F: 3 clusters Score -2.250501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228556 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -22504998.000000 Penalty: 6121.866211
	Iteration 41Q: 3 clusters Score -2.2505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228557 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -22505002.000000 Penalty: 6121.866211
	Iteration 42Q: 3 clusters Score -2.2505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228557 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -22505002.000000 Penalty: 6121.866211
	Iteration 43F: 3 clusters Score -2.2505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (66716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66716 members 
Entering Unmasked Estep 
Score: -6459130.000000 Penalty: 2754.833496
	Iteration 0F: 2 clusters Score -6459130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -6414362.000000 Penalty: 5509.666992
	Iteration 0F: 3 clusters Score -6414362 nChanged 31183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -6432048.000000 Penalty: 5509.666992
	Iteration 1F: 3 clusters Score -6432048 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -6432768.000000 Penalty: 5509.666992
	Iteration 2Q: 3 clusters Score -6432768 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -6433508.500000 Penalty: 5509.666992
	Iteration 3Q: 3 clusters Score -6433508 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -6434527.000000 Penalty: 5509.666992
	Iteration 4Q: 3 clusters Score -6434527 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -6435809.500000 Penalty: 5509.666992
	Iteration 5Q: 3 clusters Score -6435810 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -6437531.500000 Penalty: 5509.666992
	Iteration 6F: 3 clusters Score -6437532 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -6439855.000000 Penalty: 5509.666992
	Iteration 7F: 3 clusters Score -6439855 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -6442697.500000 Penalty: 5509.666992
	Iteration 8F: 3 clusters Score -6442698 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -6445435.500000 Penalty: 5509.666992
	Iteration 9F: 3 clusters Score -6445436 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -6447634.000000 Penalty: 5509.666992
	Iteration 10F: 3 clusters Score -6447634 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -6449454.500000 Penalty: 5509.666992
	Iteration 11Q: 3 clusters Score -6449454 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -6451079.500000 Penalty: 5509.666992
	Iteration 12Q: 3 clusters Score -6451080 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -6452684.500000 Penalty: 5509.666992
	Iteration 13Q: 3 clusters Score -6452684 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -6454387.000000 Penalty: 5509.666992
	Iteration 14Q: 3 clusters Score -6454387 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60099 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -6455780.500000 Penalty: 5509.666992
	Iteration 15Q: 3 clusters Score -6455780 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -6456822.000000 Penalty: 5509.666992
	Iteration 16Q: 3 clusters Score -6456822 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -6457528.500000 Penalty: 5509.666992
	Iteration 17Q: 3 clusters Score -6457528 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -6457874.500000 Penalty: 5509.666992
	Iteration 18Q: 3 clusters Score -6457874 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -6458054.000000 Penalty: 5509.666992
	Iteration 19Q: 3 clusters Score -6458054 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -6458082.000000 Penalty: 5509.666992
	Iteration 20F: 3 clusters Score -6458082 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -6458141.000000 Penalty: 5509.666992
	Iteration 21Q: 3 clusters Score -6458141 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -6458152.500000 Penalty: 5509.666992
	Iteration 22Q: 3 clusters Score -6458152 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62401 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -6458157.000000 Penalty: 5509.666992
	Iteration 23Q: 3 clusters Score -6458157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -6458160.000000 Penalty: 5509.666992
	Iteration 24Q: 3 clusters Score -6458160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -6458170.000000 Penalty: 5509.666992
	Iteration 25Q: 3 clusters Score -6458170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -6458164.500000 Penalty: 5509.666992
	Iteration 26Q: 3 clusters Score -6458164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -6458166.000000 Penalty: 5509.666992
	Iteration 27Q: 3 clusters Score -6458166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62513 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -6458166.500000 Penalty: 5509.666992
	Iteration 28Q: 3 clusters Score -6458166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -6458176.500000 Penalty: 5509.666992
	Iteration 29Q: 3 clusters Score -6458176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -6458175.000000 Penalty: 5509.666992
	Iteration 30Q: 3 clusters Score -6458175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -6458174.000000 Penalty: 5509.666992
	Iteration 31Q: 3 clusters Score -6458174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -6458174.500000 Penalty: 5509.666992
	Iteration 32Q: 3 clusters Score -6458174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62559 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -6458178.500000 Penalty: 5509.666992
	Iteration 33Q: 3 clusters Score -6458178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62567 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -6458186.500000 Penalty: 5509.666992
	Iteration 34Q: 3 clusters Score -6458186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -6458189.000000 Penalty: 5509.666992
	Iteration 35Q: 3 clusters Score -6458189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -6458192.500000 Penalty: 5509.666992
	Iteration 36Q: 3 clusters Score -6458192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -6458191.000000 Penalty: 5509.666992
	Iteration 37Q: 3 clusters Score -6458191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -6458191.000000 Penalty: 5509.666992
	Iteration 38F: 3 clusters Score -6458191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Entering Unmasked Estep 
Score: -1658569.250000 Penalty: 2426.411133
	Iteration 0F: 2 clusters Score -1658569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1646027.250000 Penalty: 4852.822266
	Iteration 0F: 3 clusters Score -1646027 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1650228.750000 Penalty: 4852.822266
	Iteration 1F: 3 clusters Score -1650229 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1650679.375000 Penalty: 4852.822266
	Iteration 2F: 3 clusters Score -1650679 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1651077.625000 Penalty: 4852.822266
	Iteration 3F: 3 clusters Score -1651078 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1651394.750000 Penalty: 4852.822266
	Iteration 4Q: 3 clusters Score -1651395 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1651693.750000 Penalty: 4852.822266
	Iteration 5Q: 3 clusters Score -1651694 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1651983.500000 Penalty: 4852.822266
	Iteration 6Q: 3 clusters Score -1651984 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1652219.750000 Penalty: 4852.822266
	Iteration 7Q: 3 clusters Score -1652220 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1652438.750000 Penalty: 4852.822266
	Iteration 8Q: 3 clusters Score -1652439 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1652639.375000 Penalty: 4852.822266
	Iteration 9Q: 3 clusters Score -1652639 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1652811.625000 Penalty: 4852.822266
	Iteration 10Q: 3 clusters Score -1652812 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1652971.750000 Penalty: 4852.822266
	Iteration 11Q: 3 clusters Score -1652972 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1653137.375000 Penalty: 4852.822266
	Iteration 12Q: 3 clusters Score -1653137 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1653331.375000 Penalty: 4852.822266
	Iteration 13Q: 3 clusters Score -1653331 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1653518.000000 Penalty: 4852.822266
	Iteration 14Q: 3 clusters Score -1653518 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1653697.250000 Penalty: 4852.822266
	Iteration 15Q: 3 clusters Score -1653697 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1653871.000000 Penalty: 4852.822266
	Iteration 16Q: 3 clusters Score -1653871 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1654062.250000 Penalty: 4852.822266
	Iteration 17Q: 3 clusters Score -1654062 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1654254.375000 Penalty: 4852.822266
	Iteration 18Q: 3 clusters Score -1654254 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1654429.500000 Penalty: 4852.822266
	Iteration 19Q: 3 clusters Score -1654430 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1654582.625000 Penalty: 4852.822266
	Iteration 20F: 3 clusters Score -1654583 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1654736.375000 Penalty: 4852.822266
	Iteration 21Q: 3 clusters Score -1654736 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1654879.250000 Penalty: 4852.822266
	Iteration 22Q: 3 clusters Score -1654879 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1655012.250000 Penalty: 4852.822266
	Iteration 23Q: 3 clusters Score -1655012 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1655125.625000 Penalty: 4852.822266
	Iteration 24Q: 3 clusters Score -1655126 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1655212.000000 Penalty: 4852.822266
	Iteration 25Q: 3 clusters Score -1655212 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1655285.250000 Penalty: 4852.822266
	Iteration 26Q: 3 clusters Score -1655285 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1655363.500000 Penalty: 4852.822266
	Iteration 27Q: 3 clusters Score -1655364 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1655424.875000 Penalty: 4852.822266
	Iteration 28Q: 3 clusters Score -1655425 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1655479.125000 Penalty: 4852.822266
	Iteration 29Q: 3 clusters Score -1655479 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1655529.500000 Penalty: 4852.822266
	Iteration 30Q: 3 clusters Score -1655530 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1655561.375000 Penalty: 4852.822266
	Iteration 31Q: 3 clusters Score -1655561 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1655598.375000 Penalty: 4852.822266
	Iteration 32Q: 3 clusters Score -1655598 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1655620.750000 Penalty: 4852.822266
	Iteration 33Q: 3 clusters Score -1655621 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1655649.250000 Penalty: 4852.822266
	Iteration 34Q: 3 clusters Score -1655649 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1655671.750000 Penalty: 4852.822266
	Iteration 35Q: 3 clusters Score -1655672 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1655701.750000 Penalty: 4852.822266
	Iteration 36Q: 3 clusters Score -1655702 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1655720.250000 Penalty: 4852.822266
	Iteration 37Q: 3 clusters Score -1655720 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1655745.500000 Penalty: 4852.822266
	Iteration 38Q: 3 clusters Score -1655746 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1655776.375000 Penalty: 4852.822266
	Iteration 39Q: 3 clusters Score -1655776 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1655818.500000 Penalty: 4852.822266
	Iteration 40F: 3 clusters Score -1655818 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1655878.750000 Penalty: 4852.822266
	Iteration 41Q: 3 clusters Score -1655879 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1655983.125000 Penalty: 4852.822266
	Iteration 42Q: 3 clusters Score -1655983 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1656113.500000 Penalty: 4852.822266
	Iteration 43Q: 3 clusters Score -1656114 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1656340.750000 Penalty: 4852.822266
	Iteration 44Q: 3 clusters Score -1656341 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1656549.875000 Penalty: 4852.822266
	Iteration 45Q: 3 clusters Score -1656550 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1656676.500000 Penalty: 4852.822266
	Iteration 46Q: 3 clusters Score -1656676 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1656763.375000 Penalty: 4852.822266
	Iteration 47Q: 3 clusters Score -1656763 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1656825.250000 Penalty: 4852.822266
	Iteration 48Q: 3 clusters Score -1656825 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1656868.000000 Penalty: 4852.822266
	Iteration 49Q: 3 clusters Score -1656868 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1656901.000000 Penalty: 4852.822266
	Iteration 50Q: 3 clusters Score -1656901 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1656944.875000 Penalty: 4852.822266
	Iteration 51Q: 3 clusters Score -1656945 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1656982.500000 Penalty: 4852.822266
	Iteration 52Q: 3 clusters Score -1656982 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1657012.500000 Penalty: 4852.822266
	Iteration 53Q: 3 clusters Score -1657012 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1657042.375000 Penalty: 4852.822266
	Iteration 54Q: 3 clusters Score -1657042 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1657074.500000 Penalty: 4852.822266
	Iteration 55Q: 3 clusters Score -1657074 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1657100.250000 Penalty: 4852.822266
	Iteration 56Q: 3 clusters Score -1657100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1657120.750000 Penalty: 4852.822266
	Iteration 57Q: 3 clusters Score -1657121 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1657133.625000 Penalty: 4852.822266
	Iteration 58Q: 3 clusters Score -1657134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1657138.875000 Penalty: 4852.822266
	Iteration 59Q: 3 clusters Score -1657139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1657142.375000 Penalty: 4852.822266
	Iteration 60F: 3 clusters Score -1657142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1657153.750000 Penalty: 4852.822266
	Iteration 61Q: 3 clusters Score -1657154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1657156.750000 Penalty: 4852.822266
	Iteration 62Q: 3 clusters Score -1657157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1657159.500000 Penalty: 4852.822266
	Iteration 63Q: 3 clusters Score -1657160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1657164.250000 Penalty: 4852.822266
	Iteration 64Q: 3 clusters Score -1657164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1657167.000000 Penalty: 4852.822266
	Iteration 65Q: 3 clusters Score -1657167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1657161.250000 Penalty: 4852.822266
	Iteration 66Q: 3 clusters Score -1657161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1657161.000000 Penalty: 4852.822266
	Iteration 67Q: 3 clusters Score -1657161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1657163.000000 Penalty: 4852.822266
	Iteration 68Q: 3 clusters Score -1657163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1657165.125000 Penalty: 4852.822266
	Iteration 69Q: 3 clusters Score -1657165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1657167.625000 Penalty: 4852.822266
	Iteration 70Q: 3 clusters Score -1657168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1657172.625000 Penalty: 4852.822266
	Iteration 71Q: 3 clusters Score -1657173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1657177.875000 Penalty: 4852.822266
	Iteration 72Q: 3 clusters Score -1657178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1657175.500000 Penalty: 4852.822266
	Iteration 73Q: 3 clusters Score -1657176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1657174.000000 Penalty: 4852.822266
	Iteration 74Q: 3 clusters Score -1657174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1657175.875000 Penalty: 4852.822266
	Iteration 75Q: 3 clusters Score -1657176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1657175.875000 Penalty: 4852.822266
	Iteration 76F: 3 clusters Score -1657176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Entering Unmasked Estep 
Score: -848145.562500 Penalty: 2248.999512
	Iteration 0F: 2 clusters Score -848145.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -841354.375000 Penalty: 4497.999023
	Iteration 0F: 3 clusters Score -841354.4 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -843156.812500 Penalty: 4497.999023
	Iteration 1F: 3 clusters Score -843156.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -843379.562500 Penalty: 4497.999023
	Iteration 2F: 3 clusters Score -843379.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -843536.562500 Penalty: 4497.999023
	Iteration 3Q: 3 clusters Score -843536.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -843654.625000 Penalty: 4497.999023
	Iteration 4Q: 3 clusters Score -843654.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -843748.750000 Penalty: 4497.999023
	Iteration 5Q: 3 clusters Score -843748.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -843816.187500 Penalty: 4497.999023
	Iteration 6Q: 3 clusters Score -843816.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -843878.500000 Penalty: 4497.999023
	Iteration 7Q: 3 clusters Score -843878.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -843939.875000 Penalty: 4497.999023
	Iteration 8Q: 3 clusters Score -843939.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -843983.875000 Penalty: 4497.999023
	Iteration 9Q: 3 clusters Score -843983.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -844025.687500 Penalty: 4497.999023
	Iteration 10Q: 3 clusters Score -844025.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -844075.125000 Penalty: 4497.999023
	Iteration 11Q: 3 clusters Score -844075.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -844132.312500 Penalty: 4497.999023
	Iteration 12Q: 3 clusters Score -844132.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -844191.437500 Penalty: 4497.999023
	Iteration 13Q: 3 clusters Score -844191.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -844267.000000 Penalty: 4497.999023
	Iteration 14Q: 3 clusters Score -844267 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -844350.625000 Penalty: 4497.999023
	Iteration 15Q: 3 clusters Score -844350.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -844447.625000 Penalty: 4497.999023
	Iteration 16Q: 3 clusters Score -844447.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -844566.625000 Penalty: 4497.999023
	Iteration 17Q: 3 clusters Score -844566.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -844717.812500 Penalty: 4497.999023
	Iteration 18Q: 3 clusters Score -844717.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -844882.875000 Penalty: 4497.999023
	Iteration 19Q: 3 clusters Score -844882.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -845029.375000 Penalty: 4497.999023
	Iteration 20F: 3 clusters Score -845029.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -845186.562500 Penalty: 4497.999023
	Iteration 21Q: 3 clusters Score -845186.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -845347.500000 Penalty: 4497.999023
	Iteration 22Q: 3 clusters Score -845347.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -845495.500000 Penalty: 4497.999023
	Iteration 23Q: 3 clusters Score -845495.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -845625.812500 Penalty: 4497.999023
	Iteration 24Q: 3 clusters Score -845625.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -845724.062500 Penalty: 4497.999023
	Iteration 25Q: 3 clusters Score -845724.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -845806.312500 Penalty: 4497.999023
	Iteration 26Q: 3 clusters Score -845806.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -845866.875000 Penalty: 4497.999023
	Iteration 27Q: 3 clusters Score -845866.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -845931.125000 Penalty: 4497.999023
	Iteration 28Q: 3 clusters Score -845931.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -845977.750000 Penalty: 4497.999023
	Iteration 29Q: 3 clusters Score -845977.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -846005.812500 Penalty: 4497.999023
	Iteration 30Q: 3 clusters Score -846005.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -846040.125000 Penalty: 4497.999023
	Iteration 31Q: 3 clusters Score -846040.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -846067.375000 Penalty: 4497.999023
	Iteration 32Q: 3 clusters Score -846067.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -846095.437500 Penalty: 4497.999023
	Iteration 33Q: 3 clusters Score -846095.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -846116.062500 Penalty: 4497.999023
	Iteration 34Q: 3 clusters Score -846116.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -846141.062500 Penalty: 4497.999023
	Iteration 35Q: 3 clusters Score -846141.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -846166.500000 Penalty: 4497.999023
	Iteration 36Q: 3 clusters Score -846166.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -846179.375000 Penalty: 4497.999023
	Iteration 37Q: 3 clusters Score -846179.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -846193.187500 Penalty: 4497.999023
	Iteration 38Q: 3 clusters Score -846193.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -846207.250000 Penalty: 4497.999023
	Iteration 39Q: 3 clusters Score -846207.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -846219.625000 Penalty: 4497.999023
	Iteration 40F: 3 clusters Score -846219.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -846236.000000 Penalty: 4497.999023
	Iteration 41Q: 3 clusters Score -846236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -846252.312500 Penalty: 4497.999023
	Iteration 42Q: 3 clusters Score -846252.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -846264.000000 Penalty: 4497.999023
	Iteration 43Q: 3 clusters Score -846264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -846272.562500 Penalty: 4497.999023
	Iteration 44Q: 3 clusters Score -846272.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -846277.000000 Penalty: 4497.999023
	Iteration 45Q: 3 clusters Score -846277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -846280.875000 Penalty: 4497.999023
	Iteration 46Q: 3 clusters Score -846280.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -846284.437500 Penalty: 4497.999023
	Iteration 47Q: 3 clusters Score -846284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -846289.187500 Penalty: 4497.999023
	Iteration 48Q: 3 clusters Score -846289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -846290.750000 Penalty: 4497.999023
	Iteration 49Q: 3 clusters Score -846290.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -846290.875000 Penalty: 4497.999023
	Iteration 50Q: 3 clusters Score -846290.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -846290.875000 Penalty: 4497.999023
	Iteration 51F: 3 clusters Score -846290.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (224447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224447 members 
Entering Unmasked Estep 
Score: -21934858.000000 Penalty: 3055.706055
	Iteration 0F: 2 clusters Score -2.193486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111767 members 
Mstep: Class 2 contains 112680 members 
Entering Unmasked Estep 
Score: -21787332.000000 Penalty: 6111.412109
	Iteration 0F: 3 clusters Score -2.178733e+07 nChanged 108309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101616 members 
Mstep: Class 2 contains 122831 members 
Entering Unmasked Estep 
Score: -21850526.000000 Penalty: 6111.412109
	Iteration 1F: 3 clusters Score -2.185053e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95215 members 
Mstep: Class 2 contains 129232 members 
Entering Unmasked Estep 
Score: -21852890.000000 Penalty: 6111.412109
	Iteration 2Q: 3 clusters Score -2.185289e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85125 members 
Mstep: Class 2 contains 139322 members 
Entering Unmasked Estep 
Score: -21858050.000000 Penalty: 6111.412109
	Iteration 3Q: 3 clusters Score -2.185805e+07 nChanged 15447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70068 members 
Mstep: Class 2 contains 154379 members 
Entering Unmasked Estep 
Score: -21867990.000000 Penalty: 6111.412109
	Iteration 4F: 3 clusters Score -2.186799e+07 nChanged 20459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 174650 members 
Entering Unmasked Estep 
Score: -21885516.000000 Penalty: 6111.412109
	Iteration 5F: 3 clusters Score -2.188552e+07 nChanged 21853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 196367 members 
Entering Unmasked Estep 
Score: -21906642.000000 Penalty: 6111.412109
	Iteration 6F: 3 clusters Score -2.190664e+07 nChanged 15806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 212101 members 
Entering Unmasked Estep 
Score: -21921656.000000 Penalty: 6111.412109
	Iteration 7F: 3 clusters Score -2.192166e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 219618 members 
Entering Unmasked Estep 
Score: -21928324.000000 Penalty: 6111.412109
	Iteration 8Q: 3 clusters Score -2.192832e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 222516 members 
Entering Unmasked Estep 
Score: -21930740.000000 Penalty: 6111.412109
	Iteration 9Q: 3 clusters Score -2.193074e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 223508 members 
Entering Unmasked Estep 
Score: -21931586.000000 Penalty: 6111.412109
	Iteration 10Q: 3 clusters Score -2.193159e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 223849 members 
Entering Unmasked Estep 
Score: -21931912.000000 Penalty: 6111.412109
	Iteration 11Q: 3 clusters Score -2.193191e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 223952 members 
Entering Unmasked Estep 
Score: -21932010.000000 Penalty: 6111.412109
	Iteration 12Q: 3 clusters Score -2.193201e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 223997 members 
Entering Unmasked Estep 
Score: -21932054.000000 Penalty: 6111.412109
	Iteration 13Q: 3 clusters Score -2.193205e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 224013 members 
Entering Unmasked Estep 
Score: -21932100.000000 Penalty: 6111.412109
	Iteration 14Q: 3 clusters Score -2.19321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 224033 members 
Entering Unmasked Estep 
Score: -21932168.000000 Penalty: 6111.412109
	Iteration 15Q: 3 clusters Score -2.193217e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 224038 members 
Entering Unmasked Estep 
Score: -21932170.000000 Penalty: 6111.412109
	Iteration 16Q: 3 clusters Score -2.193217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 224043 members 
Entering Unmasked Estep 
Score: -21932194.000000 Penalty: 6111.412109
	Iteration 17Q: 3 clusters Score -2.193219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 224051 members 
Entering Unmasked Estep 
Score: -21932216.000000 Penalty: 6111.412109
	Iteration 18Q: 3 clusters Score -2.193222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 224058 members 
Entering Unmasked Estep 
Score: -21932230.000000 Penalty: 6111.412109
	Iteration 19Q: 3 clusters Score -2.193223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 224063 members 
Entering Unmasked Estep 
Score: -21932226.000000 Penalty: 6111.412109
	Iteration 20F: 3 clusters Score -2.193223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 224065 members 
Entering Unmasked Estep 
Score: -21932234.000000 Penalty: 6111.412109
	Iteration 21Q: 3 clusters Score -2.193223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 224066 members 
Entering Unmasked Estep 
Score: -21932244.000000 Penalty: 6111.412109
	Iteration 22Q: 3 clusters Score -2.193224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 224069 members 
Entering Unmasked Estep 
Score: -21932240.000000 Penalty: 6111.412109
	Iteration 23Q: 3 clusters Score -2.193224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 224074 members 
Entering Unmasked Estep 
Score: -21932246.000000 Penalty: 6111.412109
	Iteration 24Q: 3 clusters Score -2.193225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 224074 members 
Entering Unmasked Estep 
Score: -21932252.000000 Penalty: 6111.412109
	Iteration 25Q: 3 clusters Score -2.193225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 224074 members 
Entering Unmasked Estep 
Score: -21932258.000000 Penalty: 6111.412109
	Iteration 26Q: 3 clusters Score -2.193226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 224074 members 
Entering Unmasked Estep 
Score: -21932266.000000 Penalty: 6111.412109
	Iteration 27Q: 3 clusters Score -2.193227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 224077 members 
Entering Unmasked Estep 
Score: -21932258.000000 Penalty: 6111.412109
	Iteration 28Q: 3 clusters Score -2.193226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 224079 members 
Entering Unmasked Estep 
Score: -21932270.000000 Penalty: 6111.412109
	Iteration 29Q: 3 clusters Score -2.193227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 224078 members 
Entering Unmasked Estep 
Score: -21932276.000000 Penalty: 6111.412109
	Iteration 30Q: 3 clusters Score -2.193228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 224078 members 
Entering Unmasked Estep 
Score: -21932276.000000 Penalty: 6111.412109
	Iteration 31F: 3 clusters Score -2.193228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Entering Unmasked Estep 
Score: -1607139.000000 Penalty: 2423.614258
	Iteration 0F: 2 clusters Score -1607139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1594510.875000 Penalty: 4847.228516
	Iteration 0F: 3 clusters Score -1594511 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1598693.750000 Penalty: 4847.228516
	Iteration 1F: 3 clusters Score -1598694 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1599195.250000 Penalty: 4847.228516
	Iteration 2F: 3 clusters Score -1599195 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1599791.625000 Penalty: 4847.228516
	Iteration 3F: 3 clusters Score -1599792 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1600536.875000 Penalty: 4847.228516
	Iteration 4F: 3 clusters Score -1600537 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1601384.375000 Penalty: 4847.228516
	Iteration 5F: 3 clusters Score -1601384 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1602141.000000 Penalty: 4847.228516
	Iteration 6F: 3 clusters Score -1602141 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1602773.625000 Penalty: 4847.228516
	Iteration 7F: 3 clusters Score -1602774 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1603276.750000 Penalty: 4847.228516
	Iteration 8F: 3 clusters Score -1603277 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1603666.500000 Penalty: 4847.228516
	Iteration 9Q: 3 clusters Score -1603666 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1603954.750000 Penalty: 4847.228516
	Iteration 10Q: 3 clusters Score -1603955 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1604160.875000 Penalty: 4847.228516
	Iteration 11Q: 3 clusters Score -1604161 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1604319.875000 Penalty: 4847.228516
	Iteration 12Q: 3 clusters Score -1604320 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1604455.250000 Penalty: 4847.228516
	Iteration 13Q: 3 clusters Score -1604455 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1604578.625000 Penalty: 4847.228516
	Iteration 14Q: 3 clusters Score -1604579 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1604710.875000 Penalty: 4847.228516
	Iteration 15Q: 3 clusters Score -1604711 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1604850.500000 Penalty: 4847.228516
	Iteration 16Q: 3 clusters Score -1604850 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1604992.125000 Penalty: 4847.228516
	Iteration 17Q: 3 clusters Score -1604992 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1605127.750000 Penalty: 4847.228516
	Iteration 18Q: 3 clusters Score -1605128 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1605264.250000 Penalty: 4847.228516
	Iteration 19Q: 3 clusters Score -1605264 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1605386.375000 Penalty: 4847.228516
	Iteration 20F: 3 clusters Score -1605386 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1605506.875000 Penalty: 4847.228516
	Iteration 21Q: 3 clusters Score -1605507 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1605615.875000 Penalty: 4847.228516
	Iteration 22Q: 3 clusters Score -1605616 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1605691.750000 Penalty: 4847.228516
	Iteration 23Q: 3 clusters Score -1605692 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -1605754.375000 Penalty: 4847.228516
	Iteration 24Q: 3 clusters Score -1605754 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1605796.250000 Penalty: 4847.228516
	Iteration 25Q: 3 clusters Score -1605796 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -1605821.375000 Penalty: 4847.228516
	Iteration 26Q: 3 clusters Score -1605821 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1605849.125000 Penalty: 4847.228516
	Iteration 27Q: 3 clusters Score -1605849 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -1605864.500000 Penalty: 4847.228516
	Iteration 28Q: 3 clusters Score -1605864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1605876.250000 Penalty: 4847.228516
	Iteration 29Q: 3 clusters Score -1605876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1605888.250000 Penalty: 4847.228516
	Iteration 30Q: 3 clusters Score -1605888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -1605900.125000 Penalty: 4847.228516
	Iteration 31Q: 3 clusters Score -1605900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1605902.500000 Penalty: 4847.228516
	Iteration 32Q: 3 clusters Score -1605902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1605906.625000 Penalty: 4847.228516
	Iteration 33Q: 3 clusters Score -1605907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -1605910.875000 Penalty: 4847.228516
	Iteration 34Q: 3 clusters Score -1605911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1605913.750000 Penalty: 4847.228516
	Iteration 35Q: 3 clusters Score -1605914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -1605924.250000 Penalty: 4847.228516
	Iteration 36Q: 3 clusters Score -1605924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1605926.125000 Penalty: 4847.228516
	Iteration 37Q: 3 clusters Score -1605926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -1605924.500000 Penalty: 4847.228516
	Iteration 38Q: 3 clusters Score -1605924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1605925.000000 Penalty: 4847.228516
	Iteration 39Q: 3 clusters Score -1605925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -1605926.375000 Penalty: 4847.228516
	Iteration 40F: 3 clusters Score -1605926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1605927.625000 Penalty: 4847.228516
	Iteration 41Q: 3 clusters Score -1605928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1605928.125000 Penalty: 4847.228516
	Iteration 42Q: 3 clusters Score -1605928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1605927.625000 Penalty: 4847.228516
	Iteration 43Q: 3 clusters Score -1605928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1605931.500000 Penalty: 4847.228516
	Iteration 44Q: 3 clusters Score -1605932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1605933.625000 Penalty: 4847.228516
	Iteration 45Q: 3 clusters Score -1605934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1605936.750000 Penalty: 4847.228516
	Iteration 46Q: 3 clusters Score -1605937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1605940.250000 Penalty: 4847.228516
	Iteration 47Q: 3 clusters Score -1605940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1605939.625000 Penalty: 4847.228516
	Iteration 48Q: 3 clusters Score -1605940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1605939.250000 Penalty: 4847.228516
	Iteration 49Q: 3 clusters Score -1605939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1605939.000000 Penalty: 4847.228516
	Iteration 50Q: 3 clusters Score -1605939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1605939.000000 Penalty: 4847.228516
	Iteration 51F: 3 clusters Score -1605939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Entering Unmasked Estep 
Score: -886659.375000 Penalty: 2268.211670
	Iteration 0F: 2 clusters Score -886659.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -879434.312500 Penalty: 4536.423340
	Iteration 0F: 3 clusters Score -879434.3 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -881544.937500 Penalty: 4536.423340
	Iteration 1F: 3 clusters Score -881544.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -881884.937500 Penalty: 4536.423340
	Iteration 2F: 3 clusters Score -881884.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -882134.750000 Penalty: 4536.423340
	Iteration 3F: 3 clusters Score -882134.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -882341.250000 Penalty: 4536.423340
	Iteration 4Q: 3 clusters Score -882341.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -882530.625000 Penalty: 4536.423340
	Iteration 5Q: 3 clusters Score -882530.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -882708.000000 Penalty: 4536.423340
	Iteration 6Q: 3 clusters Score -882708 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -882889.250000 Penalty: 4536.423340
	Iteration 7Q: 3 clusters Score -882889.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -883082.937500 Penalty: 4536.423340
	Iteration 8Q: 3 clusters Score -883082.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -883321.000000 Penalty: 4536.423340
	Iteration 9Q: 3 clusters Score -883321 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -883590.937500 Penalty: 4536.423340
	Iteration 10Q: 3 clusters Score -883590.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -883894.937500 Penalty: 4536.423340
	Iteration 11Q: 3 clusters Score -883894.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -884190.875000 Penalty: 4536.423340
	Iteration 12Q: 3 clusters Score -884190.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -884452.750000 Penalty: 4536.423340
	Iteration 13Q: 3 clusters Score -884452.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -884695.812500 Penalty: 4536.423340
	Iteration 14Q: 3 clusters Score -884695.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -884880.750000 Penalty: 4536.423340
	Iteration 15Q: 3 clusters Score -884880.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -884990.375000 Penalty: 4536.423340
	Iteration 16Q: 3 clusters Score -884990.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -885068.937500 Penalty: 4536.423340
	Iteration 17Q: 3 clusters Score -885068.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -885109.812500 Penalty: 4536.423340
	Iteration 18Q: 3 clusters Score -885109.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -885148.562500 Penalty: 4536.423340
	Iteration 19Q: 3 clusters Score -885148.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -885178.062500 Penalty: 4536.423340
	Iteration 20F: 3 clusters Score -885178.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -885199.937500 Penalty: 4536.423340
	Iteration 21Q: 3 clusters Score -885199.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -885223.125000 Penalty: 4536.423340
	Iteration 22Q: 3 clusters Score -885223.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -885254.312500 Penalty: 4536.423340
	Iteration 23Q: 3 clusters Score -885254.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -885283.187500 Penalty: 4536.423340
	Iteration 24Q: 3 clusters Score -885283.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -885317.000000 Penalty: 4536.423340
	Iteration 25Q: 3 clusters Score -885317 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -885357.875000 Penalty: 4536.423340
	Iteration 26Q: 3 clusters Score -885357.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -885398.187500 Penalty: 4536.423340
	Iteration 27Q: 3 clusters Score -885398.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -885420.875000 Penalty: 4536.423340
	Iteration 28Q: 3 clusters Score -885420.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -885439.687500 Penalty: 4536.423340
	Iteration 29Q: 3 clusters Score -885439.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -885455.312500 Penalty: 4536.423340
	Iteration 30Q: 3 clusters Score -885455.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -885469.500000 Penalty: 4536.423340
	Iteration 31Q: 3 clusters Score -885469.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -885482.625000 Penalty: 4536.423340
	Iteration 32Q: 3 clusters Score -885482.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -885494.500000 Penalty: 4536.423340
	Iteration 33Q: 3 clusters Score -885494.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -885500.562500 Penalty: 4536.423340
	Iteration 34Q: 3 clusters Score -885500.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -885507.125000 Penalty: 4536.423340
	Iteration 35Q: 3 clusters Score -885507.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -885511.750000 Penalty: 4536.423340
	Iteration 36Q: 3 clusters Score -885511.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -885515.062500 Penalty: 4536.423340
	Iteration 37Q: 3 clusters Score -885515.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -885519.062500 Penalty: 4536.423340
	Iteration 38Q: 3 clusters Score -885519.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -885524.625000 Penalty: 4536.423340
	Iteration 39Q: 3 clusters Score -885524.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -885530.062500 Penalty: 4536.423340
	Iteration 40F: 3 clusters Score -885530.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -885533.062500 Penalty: 4536.423340
	Iteration 41Q: 3 clusters Score -885533.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -885541.562500 Penalty: 4536.423340
	Iteration 42Q: 3 clusters Score -885541.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -885544.625000 Penalty: 4536.423340
	Iteration 43Q: 3 clusters Score -885544.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -885545.875000 Penalty: 4536.423340
	Iteration 44Q: 3 clusters Score -885545.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -885549.312500 Penalty: 4536.423340
	Iteration 45Q: 3 clusters Score -885549.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -885548.875000 Penalty: 4536.423340
	Iteration 46Q: 3 clusters Score -885548.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -885548.875000 Penalty: 4536.423340
	Iteration 47Q: 3 clusters Score -885548.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -885551.812500 Penalty: 4536.423340
	Iteration 48Q: 3 clusters Score -885551.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -885551.812500 Penalty: 4536.423340
	Iteration 49Q: 3 clusters Score -885551.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -885550.437500 Penalty: 4536.423340
	Iteration 50Q: 3 clusters Score -885550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -885550.812500 Penalty: 4536.423340
	Iteration 51Q: 3 clusters Score -885550.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -885552.125000 Penalty: 4536.423340
	Iteration 52Q: 3 clusters Score -885552.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -885552.125000 Penalty: 4536.423340
	Iteration 53F: 3 clusters Score -885552.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -462189.062500 Penalty: 2113.500732
	Iteration 0F: 2 clusters Score -462189.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -457679.531250 Penalty: 4227.001465
	Iteration 0F: 3 clusters Score -457679.5 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -458881.875000 Penalty: 4227.001465
	Iteration 1F: 3 clusters Score -458881.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -459233.031250 Penalty: 4227.001465
	Iteration 2F: 3 clusters Score -459233 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -459511.875000 Penalty: 4227.001465
	Iteration 3F: 3 clusters Score -459511.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -459797.625000 Penalty: 4227.001465
	Iteration 4F: 3 clusters Score -459797.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -460127.062500 Penalty: 4227.001465
	Iteration 5F: 3 clusters Score -460127.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -460548.156250 Penalty: 4227.001465
	Iteration 6F: 3 clusters Score -460548.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -461016.937500 Penalty: 4227.001465
	Iteration 7F: 3 clusters Score -461016.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -461417.875000 Penalty: 4227.001465
	Iteration 8F: 3 clusters Score -461417.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -461663.906250 Penalty: 4227.001465
	Iteration 9Q: 3 clusters Score -461663.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -461809.281250 Penalty: 4227.001465
	Iteration 10Q: 3 clusters Score -461809.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -461870.875000 Penalty: 4227.001465
	Iteration 11Q: 3 clusters Score -461870.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -461904.968750 Penalty: 4227.001465
	Iteration 12Q: 3 clusters Score -461905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -461929.093750 Penalty: 4227.001465
	Iteration 13Q: 3 clusters Score -461929.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -461949.375000 Penalty: 4227.001465
	Iteration 14Q: 3 clusters Score -461949.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -461964.468750 Penalty: 4227.001465
	Iteration 15Q: 3 clusters Score -461964.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -461977.437500 Penalty: 4227.001465
	Iteration 16Q: 3 clusters Score -461977.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -461993.125000 Penalty: 4227.001465
	Iteration 17Q: 3 clusters Score -461993.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -462007.656250 Penalty: 4227.001465
	Iteration 18Q: 3 clusters Score -462007.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -462016.375000 Penalty: 4227.001465
	Iteration 19Q: 3 clusters Score -462016.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -462024.437500 Penalty: 4227.001465
	Iteration 20F: 3 clusters Score -462024.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -462030.281250 Penalty: 4227.001465
	Iteration 21Q: 3 clusters Score -462030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -462033.468750 Penalty: 4227.001465
	Iteration 22Q: 3 clusters Score -462033.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -462036.750000 Penalty: 4227.001465
	Iteration 23Q: 3 clusters Score -462036.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -462044.625000 Penalty: 4227.001465
	Iteration 24Q: 3 clusters Score -462044.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -462055.312500 Penalty: 4227.001465
	Iteration 25Q: 3 clusters Score -462055.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -462065.937500 Penalty: 4227.001465
	Iteration 26Q: 3 clusters Score -462065.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -462077.250000 Penalty: 4227.001465
	Iteration 27Q: 3 clusters Score -462077.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -462083.500000 Penalty: 4227.001465
	Iteration 28Q: 3 clusters Score -462083.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -462091.812500 Penalty: 4227.001465
	Iteration 29Q: 3 clusters Score -462091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -462095.843750 Penalty: 4227.001465
	Iteration 30Q: 3 clusters Score -462095.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -462101.031250 Penalty: 4227.001465
	Iteration 31Q: 3 clusters Score -462101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -462106.781250 Penalty: 4227.001465
	Iteration 32Q: 3 clusters Score -462106.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -462108.000000 Penalty: 4227.001465
	Iteration 33Q: 3 clusters Score -462108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -462110.562500 Penalty: 4227.001465
	Iteration 34Q: 3 clusters Score -462110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -462110.468750 Penalty: 4227.001465
	Iteration 35Q: 3 clusters Score -462110.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -462111.937500 Penalty: 4227.001465
	Iteration 36Q: 3 clusters Score -462111.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -462111.937500 Penalty: 4227.001465
	Iteration 37F: 3 clusters Score -462111.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Entering Unmasked Estep 
Score: -1469473.500000 Penalty: 2414.473145
	Iteration 0F: 2 clusters Score -1469474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1457455.000000 Penalty: 4828.946289
	Iteration 0F: 3 clusters Score -1457455 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1461739.250000 Penalty: 4828.946289
	Iteration 1F: 3 clusters Score -1461739 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1463181.125000 Penalty: 4828.946289
	Iteration 2F: 3 clusters Score -1463181 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1464959.875000 Penalty: 4828.946289
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1466627 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1467794 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1468507 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1468905 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1469153 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1469292 nChanged 266
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1469386 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1469440 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1469491 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1469537 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1469590 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1469650 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1469704 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1469750 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1469807 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1469885 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1469962.500000 Penalty: 4828.946289
	Iteration 20F: 3 clusters Score -1469962 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1470023.875000 Penalty: 4828.946289
	Iteration 21Q: 3 clusters Score -1470024 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1470080 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1470132 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1470174 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1470218 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1470270.875000 Penalty: 4828.946289
	Iteration 26Q: 3 clusters Score -1470271 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1470326 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1470375 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1470409 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1470449 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1470488 nChanged 118
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Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1470521 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1470562 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1470607 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1470645 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1470681 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1470706 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1470731 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1470758 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1470782.500000 Penalty: 4828.946289
	Iteration 40F: 3 clusters Score -1470782 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1470803 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1470818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1470828 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1470845 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1470855 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1470866 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1470877 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1470884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1470891 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1470897 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1470911.875000 Penalty: 4828.946289
	Iteration 51Q: 3 clusters Score -1470912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1470916.500000 Penalty: 4828.946289
	Iteration 52Q: 3 clusters Score -1470916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1470929.375000 Penalty: 4828.946289
	Iteration 53Q: 3 clusters Score -1470929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1470933.250000 Penalty: 4828.946289
	Iteration 54Q: 3 clusters Score -1470933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1470933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1470946.875000 Penalty: 4828.946289
	Iteration 56Q: 3 clusters Score -1470947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1470942.375000 Penalty: 4828.946289
	Iteration 57Q: 3 clusters Score -1470942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1470944.250000 Penalty: 4828.946289
	Iteration 58Q: 3 clusters Score -1470944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1470949.000000 Penalty: 4828.946289
	Iteration 59Q: 3 clusters Score -1470949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1470954.125000 Penalty: 4828.946289
	Iteration 60F: 3 clusters Score -1470954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1470958.250000 Penalty: 4828.946289
	Iteration 61Q: 3 clusters Score -1470958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1470963.875000 Penalty: 4828.946289
	Iteration 62Q: 3 clusters Score -1470964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1470965.375000 Penalty: 4828.946289
	Iteration 63Q: 3 clusters Score -1470965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1470966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1470967.000000 Penalty: 4828.946289
	Iteration 65Q: 3 clusters Score -1470967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1470969.250000 Penalty: 4828.946289
	Iteration 66Q: 3 clusters Score -1470969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1470970.875000 Penalty: 4828.946289
	Iteration 67Q: 3 clusters Score -1470971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1470970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1470967.875000 Penalty: 4828.946289
	Iteration 69Q: 3 clusters Score -1470968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1470974.000000 Penalty: 4828.946289
	Iteration 70Q: 3 clusters Score -1470974 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1470976.000000 Penalty: 4828.946289
	Iteration 71Q: 3 clusters Score -1470976 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1470977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1470978.500000 Penalty: 4828.946289
	Iteration 73Q: 3 clusters Score -1470978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1470980.625000 Penalty: 4828.946289
	Iteration 74Q: 3 clusters Score -1470981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1470980.875000 Penalty: 4828.946289
	Iteration 75Q: 3 clusters Score -1470981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1470981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1470983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1470983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1470988.625000 Penalty: 4828.946289
	Iteration 79Q: 3 clusters Score -1470989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1470991.375000 Penalty: 4828.946289
	Iteration 80F: 3 clusters Score -1470991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1470991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1470996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1470998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1470996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1470997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1470999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1470998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1471002 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1471002 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1471004.000000 Penalty: 4828.946289
	Iteration 90Q: 3 clusters Score -1471004 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1471003.250000 Penalty: 4828.946289
	Iteration 91Q: 3 clusters Score -1471003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1471009 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1471012 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1471015.500000 Penalty: 4828.946289
	Iteration 94Q: 3 clusters Score -1471016 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1471016 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1471015.875000 Penalty: 4828.946289
	Iteration 96Q: 3 clusters Score -1471016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1471020.000000 Penalty: 4828.946289
	Iteration 97Q: 3 clusters Score -1471020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1471019.500000 Penalty: 4828.946289
	Iteration 98Q: 3 clusters Score -1471020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1471020.250000 Penalty: 4828.946289
	Iteration 99Q: 3 clusters Score -1471020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1471018.125000 Penalty: 4828.946289
	Iteration 100F: 3 clusters Score -1471018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1471021.375000 Penalty: 4828.946289
	Iteration 101Q: 3 clusters Score -1471021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1471019.875000 Penalty: 4828.946289
	Iteration 102Q: 3 clusters Score -1471020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1471018.250000 Penalty: 4828.946289
	Iteration 103Q: 3 clusters Score -1471018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1471022.125000 Penalty: 4828.946289
	Iteration 104Q: 3 clusters Score -1471022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1471025.125000 Penalty: 4828.946289
	Iteration 105Q: 3 clusters Score -1471025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1471023.625000 Penalty: 4828.946289
	Iteration 106Q: 3 clusters Score -1471024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1471023.125000 Penalty: 4828.946289
	Iteration 107Q: 3 clusters Score -1471023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1471022.000000 Penalty: 4828.946289
	Iteration 108Q: 3 clusters Score -1471022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1471022.000000 Penalty: 4828.946289
	Iteration 109F: 3 clusters Score -1471022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141470 members 
Mstep: Class 2 contains 10719 members 
Mstep: Class 3 contains 230724 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 34084 members 
Mstep: Class 6 contains 311392 members 
Mstep: Class 7 contains 99282 members 
Mstep: Class 8 contains 7665 members 
Mstep: Class 9 contains 37929 members 
Mstep: Class 10 contains 2863 members 
Mstep: Class 11 contains 229228 members 
Mstep: Class 12 contains 66716 members 
Mstep: Class 13 contains 17746 members 
Mstep: Class 14 contains 8678 members 
Mstep: Class 15 contains 224447 members 
Mstep: Class 16 contains 17547 members 
Mstep: Class 17 contains 9377 members 
Mstep: Class 18 contains 5025 members 
Mstep: Class 19 contains 4055 members 
Mstep: Class 20 contains 4113 members 
Mstep: Class 21 contains 13821 members 
Mstep: Class 22 contains 103373 members 
Mstep: Class 23 contains 2909 members 
Mstep: Class 24 contains 14071 members 
Mstep: Class 25 contains 5597 members 
Mstep: Class 26 contains 40647 members 
Mstep: Class 27 contains 8332 members 
Mstep: Class 28 contains 12857 members 
Entering Unmasked Estep 
Score: -157650096.000000 Penalty: 99504.359375
Splitting cluster 19 changes total score from -157638064.000000 to -157650096.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -383405.218750 Penalty: 2063.833252
	Iteration 0F: 2 clusters Score -383405.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -379399.250000 Penalty: 4127.666504
	Iteration 0F: 3 clusters Score -379399.2 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -380408.656250 Penalty: 4127.666504
	Iteration 1F: 3 clusters Score -380408.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -380754.718750 Penalty: 4127.666504
	Iteration 2F: 3 clusters Score -380754.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -381114.656250 Penalty: 4127.666504
	Iteration 3F: 3 clusters Score -381114.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -381439.937500 Penalty: 4127.666504
	Iteration 4F: 3 clusters Score -381439.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -381673.843750 Penalty: 4127.666504
	Iteration 5F: 3 clusters Score -381673.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -381833.656250 Penalty: 4127.666504
	Iteration 6Q: 3 clusters Score -381833.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -381937.625000 Penalty: 4127.666504
	Iteration 7Q: 3 clusters Score -381937.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -382005.593750 Penalty: 4127.666504
	Iteration 8Q: 3 clusters Score -382005.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -382059.781250 Penalty: 4127.666504
	Iteration 9Q: 3 clusters Score -382059.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -382102.250000 Penalty: 4127.666504
	Iteration 10Q: 3 clusters Score -382102.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -382123.843750 Penalty: 4127.666504
	Iteration 11Q: 3 clusters Score -382123.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -382138.250000 Penalty: 4127.666504
	Iteration 12Q: 3 clusters Score -382138.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -382150.125000 Penalty: 4127.666504
	Iteration 13Q: 3 clusters Score -382150.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -382158.593750 Penalty: 4127.666504
	Iteration 14Q: 3 clusters Score -382158.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -382163.218750 Penalty: 4127.666504
	Iteration 15Q: 3 clusters Score -382163.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -382166.781250 Penalty: 4127.666504
	Iteration 16Q: 3 clusters Score -382166.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -382170.000000 Penalty: 4127.666504
	Iteration 17Q: 3 clusters Score -382170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -382173.000000 Penalty: 4127.666504
	Iteration 18Q: 3 clusters Score -382173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -382174.843750 Penalty: 4127.666504
	Iteration 19Q: 3 clusters Score -382174.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -382177.218750 Penalty: 4127.666504
	Iteration 20F: 3 clusters Score -382177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -382178.718750 Penalty: 4127.666504
	Iteration 21Q: 3 clusters Score -382178.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -382180.281250 Penalty: 4127.666504
	Iteration 22Q: 3 clusters Score -382180.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -382181.843750 Penalty: 4127.666504
	Iteration 23Q: 3 clusters Score -382181.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -382181.843750 Penalty: 4127.666504
	Iteration 24F: 3 clusters Score -382181.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Entering Unmasked Estep 
Score: -1286799.125000 Penalty: 2364.418213
	Iteration 0F: 2 clusters Score -1286799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1276778.500000 Penalty: 4728.836426
	Iteration 0F: 3 clusters Score -1276778 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1280029.125000 Penalty: 4728.836426
	Iteration 1F: 3 clusters Score -1280029 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1280522.250000 Penalty: 4728.836426
	Iteration 2F: 3 clusters Score -1280522 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1280985.000000 Penalty: 4728.836426
	Iteration 3F: 3 clusters Score -1280985 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1281477.625000 Penalty: 4728.836426
	Iteration 4F: 3 clusters Score -1281478 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1281986.625000 Penalty: 4728.836426
	Iteration 5F: 3 clusters Score -1281987 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1282525.125000 Penalty: 4728.836426
	Iteration 6F: 3 clusters Score -1282525 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1283269.125000 Penalty: 4728.836426
	Iteration 7F: 3 clusters Score -1283269 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1284346.000000 Penalty: 4728.836426
	Iteration 8F: 3 clusters Score -1284346 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1285990.875000 Penalty: 4728.836426
	Iteration 9F: 3 clusters Score -1285991 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1287723.750000 Penalty: 4728.836426
	Iteration 10F: 3 clusters Score -1287724 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1288927.625000 Penalty: 4728.836426
	Iteration 11Q: 3 clusters Score -1288928 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1289403.625000 Penalty: 4728.836426
	Iteration 12Q: 3 clusters Score -1289404 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1289573.750000 Penalty: 4728.836426
	Iteration 13Q: 3 clusters Score -1289574 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1289638.000000 Penalty: 4728.836426
	Iteration 14Q: 3 clusters Score -1289638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1289652.375000 Penalty: 4728.836426
	Iteration 15Q: 3 clusters Score -1289652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1289660.625000 Penalty: 4728.836426
	Iteration 16Q: 3 clusters Score -1289661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1289665.750000 Penalty: 4728.836426
	Iteration 17Q: 3 clusters Score -1289666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1289668.750000 Penalty: 4728.836426
	Iteration 18Q: 3 clusters Score -1289669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1289675.375000 Penalty: 4728.836426
	Iteration 19Q: 3 clusters Score -1289675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1289676.000000 Penalty: 4728.836426
	Iteration 20F: 3 clusters Score -1289676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1289673.500000 Penalty: 4728.836426
	Iteration 21Q: 3 clusters Score -1289674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1289672.375000 Penalty: 4728.836426
	Iteration 22Q: 3 clusters Score -1289672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1289676.125000 Penalty: 4728.836426
	Iteration 23Q: 3 clusters Score -1289676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1289677.750000 Penalty: 4728.836426
	Iteration 24Q: 3 clusters Score -1289678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1289676.375000 Penalty: 4728.836426
	Iteration 25Q: 3 clusters Score -1289676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1289675.875000 Penalty: 4728.836426
	Iteration 26Q: 3 clusters Score -1289676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1289675.875000 Penalty: 4728.836426
	Iteration 27F: 3 clusters Score -1289676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141470 members 
Mstep: Class 2 contains 10719 members 
Mstep: Class 3 contains 230724 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 34084 members 
Mstep: Class 6 contains 311392 members 
Mstep: Class 7 contains 99282 members 
Mstep: Class 8 contains 7665 members 
Mstep: Class 9 contains 37929 members 
Mstep: Class 10 contains 2863 members 
Mstep: Class 11 contains 229228 members 
Mstep: Class 12 contains 66716 members 
Mstep: Class 13 contains 17746 members 
Mstep: Class 14 contains 8678 members 
Mstep: Class 15 contains 224447 members 
Mstep: Class 16 contains 17547 members 
Mstep: Class 17 contains 9377 members 
Mstep: Class 18 contains 5025 members 
Mstep: Class 19 contains 4055 members 
Mstep: Class 20 contains 4113 members 
Mstep: Class 21 contains 5113 members 
Mstep: Class 22 contains 103373 members 
Mstep: Class 23 contains 2909 members 
Mstep: Class 24 contains 14071 members 
Mstep: Class 25 contains 5597 members 
Mstep: Class 26 contains 40647 members 
Mstep: Class 27 contains 8332 members 
Mstep: Class 28 contains 12857 members 
Mstep: Class 29 contains 8708 members 
Entering Unmasked Estep 
Score: -157652288.000000 Penalty: 103058.085938
Splitting cluster 21 changes total score from -157638064.000000 to -157652288.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (103373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103373 members 
Entering Unmasked Estep 
Score: -10183512.000000 Penalty: 2863.432373
	Iteration 0F: 2 clusters Score -1.018351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -10114301.000000 Penalty: 5726.864746
	Iteration 0F: 3 clusters Score -1.01143e+07 nChanged 49013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -10142611.000000 Penalty: 5726.864746
	Iteration 1F: 3 clusters Score -1.014261e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -10143392.000000 Penalty: 5726.864746
	Iteration 2Q: 3 clusters Score -1.014339e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -10144262.000000 Penalty: 5726.864746
	Iteration 3Q: 3 clusters Score -1.014426e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -10145259.000000 Penalty: 5726.864746
	Iteration 4Q: 3 clusters Score -1.014526e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -10146479.000000 Penalty: 5726.864746
	Iteration 5Q: 3 clusters Score -1.014648e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -10147868.000000 Penalty: 5726.864746
	Iteration 6Q: 3 clusters Score -1.014787e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -10149867.000000 Penalty: 5726.864746
	Iteration 7Q: 3 clusters Score -1.014987e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 65013 members 
Entering Unmasked Estep 
Score: -10152601.000000 Penalty: 5726.864746
	Iteration 8F: 3 clusters Score -1.01526e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
Score: -10156259.000000 Penalty: 5726.864746
	Iteration 9F: 3 clusters Score -1.015626e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 76577 members 
Entering Unmasked Estep 
Score: -10160614.000000 Penalty: 5726.864746
	Iteration 10F: 3 clusters Score -1.016061e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 82956 members 
Entering Unmasked Estep 
Score: -10165352.000000 Penalty: 5726.864746
	Iteration 11F: 3 clusters Score -1.016535e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -10169932.000000 Penalty: 5726.864746
	Iteration 12F: 3 clusters Score -1.016993e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 93741 members 
Entering Unmasked Estep 
Score: -10173806.000000 Penalty: 5726.864746
	Iteration 13Q: 3 clusters Score -1.017381e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 97259 members 
Entering Unmasked Estep 
Score: -10176626.000000 Penalty: 5726.864746
	Iteration 14Q: 3 clusters Score -1.017663e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 99636 members 
Entering Unmasked Estep 
Score: -10178401.000000 Penalty: 5726.864746
	Iteration 15Q: 3 clusters Score -1.01784e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 101116 members 
Entering Unmasked Estep 
Score: -10179544.000000 Penalty: 5726.864746
	Iteration 16Q: 3 clusters Score -1.017954e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 101926 members 
Entering Unmasked Estep 
Score: -10180153.000000 Penalty: 5726.864746
	Iteration 17Q: 3 clusters Score -1.018015e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 102344 members 
Entering Unmasked Estep 
Score: -10180445.000000 Penalty: 5726.864746
	Iteration 18Q: 3 clusters Score -1.018044e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 102573 members 
Entering Unmasked Estep 
Score: -10180620.000000 Penalty: 5726.864746
	Iteration 19Q: 3 clusters Score -1.018062e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 102696 members 
Entering Unmasked Estep 
Score: -10180732.000000 Penalty: 5726.864746
	Iteration 20F: 3 clusters Score -1.018073e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 102773 members 
Entering Unmasked Estep 
Score: -10180797.000000 Penalty: 5726.864746
	Iteration 21Q: 3 clusters Score -1.01808e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 102816 members 
Entering Unmasked Estep 
Score: -10180854.000000 Penalty: 5726.864746
	Iteration 22Q: 3 clusters Score -1.018085e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 102843 members 
Entering Unmasked Estep 
Score: -10180871.000000 Penalty: 5726.864746
	Iteration 23Q: 3 clusters Score -1.018087e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 102867 members 
Entering Unmasked Estep 
Score: -10180905.000000 Penalty: 5726.864746
	Iteration 24Q: 3 clusters Score -1.01809e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 102882 members 
Entering Unmasked Estep 
Score: -10180929.000000 Penalty: 5726.864746
	Iteration 25Q: 3 clusters Score -1.018093e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 102895 members 
Entering Unmasked Estep 
Score: -10180928.000000 Penalty: 5726.864746
	Iteration 26Q: 3 clusters Score -1.018093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 102900 members 
Entering Unmasked Estep 
Score: -10180943.000000 Penalty: 5726.864746
	Iteration 27Q: 3 clusters Score -1.018094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 102905 members 
Entering Unmasked Estep 
Score: -10180961.000000 Penalty: 5726.864746
	Iteration 28Q: 3 clusters Score -1.018096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 102912 members 
Entering Unmasked Estep 
Score: -10180952.000000 Penalty: 5726.864746
	Iteration 29Q: 3 clusters Score -1.018095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 102917 members 
Entering Unmasked Estep 
Score: -10180959.000000 Penalty: 5726.864746
	Iteration 30Q: 3 clusters Score -1.018096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 102920 members 
Entering Unmasked Estep 
Score: -10180965.000000 Penalty: 5726.864746
	Iteration 31Q: 3 clusters Score -1.018096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 102921 members 
Entering Unmasked Estep 
Score: -10180975.000000 Penalty: 5726.864746
	Iteration 32Q: 3 clusters Score -1.018098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 102922 members 
Entering Unmasked Estep 
Score: -10180968.000000 Penalty: 5726.864746
	Iteration 33Q: 3 clusters Score -1.018097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 102922 members 
Entering Unmasked Estep 
Score: -10180968.000000 Penalty: 5726.864746
	Iteration 34F: 3 clusters Score -1.018097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Entering Unmasked Estep 
Score: -1341793.000000 Penalty: 2368.864014
	Iteration 0F: 2 clusters Score -1341793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1331487.250000 Penalty: 4737.728027
	Iteration 0F: 3 clusters Score -1331487 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1334795.875000 Penalty: 4737.728027
	Iteration 1F: 3 clusters Score -1334796 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1335265.875000 Penalty: 4737.728027
	Iteration 2F: 3 clusters Score -1335266 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1335726.625000 Penalty: 4737.728027
	Iteration 3F: 3 clusters Score -1335727 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1336243.750000 Penalty: 4737.728027
	Iteration 4F: 3 clusters Score -1336244 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1336766.000000 Penalty: 4737.728027
	Iteration 5F: 3 clusters Score -1336766 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1337289.875000 Penalty: 4737.728027
	Iteration 6F: 3 clusters Score -1337290 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1337776.500000 Penalty: 4737.728027
	Iteration 7F: 3 clusters Score -1337776 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1338236.625000 Penalty: 4737.728027
	Iteration 8Q: 3 clusters Score -1338237 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1338610.750000 Penalty: 4737.728027
	Iteration 9Q: 3 clusters Score -1338611 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1338890.375000 Penalty: 4737.728027
	Iteration 10Q: 3 clusters Score -1338890 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1339087.875000 Penalty: 4737.728027
	Iteration 11Q: 3 clusters Score -1339088 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1339236.750000 Penalty: 4737.728027
	Iteration 12Q: 3 clusters Score -1339237 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1339341.250000 Penalty: 4737.728027
	Iteration 13Q: 3 clusters Score -1339341 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1339431.250000 Penalty: 4737.728027
	Iteration 14Q: 3 clusters Score -1339431 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1339503.625000 Penalty: 4737.728027
	Iteration 15Q: 3 clusters Score -1339504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1339564.500000 Penalty: 4737.728027
	Iteration 16Q: 3 clusters Score -1339564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1339607.875000 Penalty: 4737.728027
	Iteration 17Q: 3 clusters Score -1339608 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1339651.625000 Penalty: 4737.728027
	Iteration 18Q: 3 clusters Score -1339652 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1339701.750000 Penalty: 4737.728027
	Iteration 19Q: 3 clusters Score -1339702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1339744.000000 Penalty: 4737.728027
	Iteration 20F: 3 clusters Score -1339744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1339773.250000 Penalty: 4737.728027
	Iteration 21Q: 3 clusters Score -1339773 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1339805.500000 Penalty: 4737.728027
	Iteration 22Q: 3 clusters Score -1339806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1339830.000000 Penalty: 4737.728027
	Iteration 23Q: 3 clusters Score -1339830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1339846.625000 Penalty: 4737.728027
	Iteration 24Q: 3 clusters Score -1339847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1339868.125000 Penalty: 4737.728027
	Iteration 25Q: 3 clusters Score -1339868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1339884.125000 Penalty: 4737.728027
	Iteration 26Q: 3 clusters Score -1339884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1339896.000000 Penalty: 4737.728027
	Iteration 27Q: 3 clusters Score -1339896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1339911.125000 Penalty: 4737.728027
	Iteration 28Q: 3 clusters Score -1339911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1339920.750000 Penalty: 4737.728027
	Iteration 29Q: 3 clusters Score -1339921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1339926.500000 Penalty: 4737.728027
	Iteration 30Q: 3 clusters Score -1339926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1339939.250000 Penalty: 4737.728027
	Iteration 31Q: 3 clusters Score -1339939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1339947.875000 Penalty: 4737.728027
	Iteration 32Q: 3 clusters Score -1339948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1339952.375000 Penalty: 4737.728027
	Iteration 33Q: 3 clusters Score -1339952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1339966.375000 Penalty: 4737.728027
	Iteration 34Q: 3 clusters Score -1339966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1339974.000000 Penalty: 4737.728027
	Iteration 35Q: 3 clusters Score -1339974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1339981.500000 Penalty: 4737.728027
	Iteration 36Q: 3 clusters Score -1339982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1339988.250000 Penalty: 4737.728027
	Iteration 37Q: 3 clusters Score -1339988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1340003.125000 Penalty: 4737.728027
	Iteration 38Q: 3 clusters Score -1340003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1340019.125000 Penalty: 4737.728027
	Iteration 39Q: 3 clusters Score -1340019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1340033.500000 Penalty: 4737.728027
	Iteration 40F: 3 clusters Score -1340034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1340049.375000 Penalty: 4737.728027
	Iteration 41Q: 3 clusters Score -1340049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1340060.750000 Penalty: 4737.728027
	Iteration 42Q: 3 clusters Score -1340061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1340081.625000 Penalty: 4737.728027
	Iteration 43Q: 3 clusters Score -1340082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1340090.625000 Penalty: 4737.728027
	Iteration 44Q: 3 clusters Score -1340091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1340100.000000 Penalty: 4737.728027
	Iteration 45Q: 3 clusters Score -1340100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1340100.625000 Penalty: 4737.728027
	Iteration 46Q: 3 clusters Score -1340101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1340105.000000 Penalty: 4737.728027
	Iteration 47Q: 3 clusters Score -1340105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1340107.875000 Penalty: 4737.728027
	Iteration 48Q: 3 clusters Score -1340108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1340110.375000 Penalty: 4737.728027
	Iteration 49Q: 3 clusters Score -1340110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1340111.500000 Penalty: 4737.728027
	Iteration 50Q: 3 clusters Score -1340112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1340116.000000 Penalty: 4737.728027
	Iteration 51Q: 3 clusters Score -1340116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1340116.625000 Penalty: 4737.728027
	Iteration 52Q: 3 clusters Score -1340117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1340116.625000 Penalty: 4737.728027
	Iteration 53F: 3 clusters Score -1340117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Entering Unmasked Estep 
Score: -486233.968750 Penalty: 2140.236572
	Iteration 0F: 2 clusters Score -486234 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 2867 members 
Entering Unmasked Estep 
Score: -481466.062500 Penalty: 4280.473145
	Iteration 0F: 3 clusters Score -481466.1 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -482871.218750 Penalty: 4280.473145
	Iteration 1F: 3 clusters Score -482871.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -483288.281250 Penalty: 4280.473145
	Iteration 2F: 3 clusters Score -483288.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -483643.656250 Penalty: 4280.473145
	Iteration 3F: 3 clusters Score -483643.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -483968.093750 Penalty: 4280.473145
	Iteration 4F: 3 clusters Score -483968.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -484225.781250 Penalty: 4280.473145
	Iteration 5F: 3 clusters Score -484225.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -484455.093750 Penalty: 4280.473145
	Iteration 6Q: 3 clusters Score -484455.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -484644.781250 Penalty: 4280.473145
	Iteration 7Q: 3 clusters Score -484644.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -484804.031250 Penalty: 4280.473145
	Iteration 8Q: 3 clusters Score -484804 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -484952.000000 Penalty: 4280.473145
	Iteration 9Q: 3 clusters Score -484952 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -485072.968750 Penalty: 4280.473145
	Iteration 10Q: 3 clusters Score -485073 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -485160.062500 Penalty: 4280.473145
	Iteration 11Q: 3 clusters Score -485160.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -485224.812500 Penalty: 4280.473145
	Iteration 12Q: 3 clusters Score -485224.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -485292.406250 Penalty: 4280.473145
	Iteration 13Q: 3 clusters Score -485292.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -485366.750000 Penalty: 4280.473145
	Iteration 14Q: 3 clusters Score -485366.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -485433.343750 Penalty: 4280.473145
	Iteration 15Q: 3 clusters Score -485433.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -485477.562500 Penalty: 4280.473145
	Iteration 16Q: 3 clusters Score -485477.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -485500.531250 Penalty: 4280.473145
	Iteration 17Q: 3 clusters Score -485500.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -485517.875000 Penalty: 4280.473145
	Iteration 18Q: 3 clusters Score -485517.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -485526.937500 Penalty: 4280.473145
	Iteration 19Q: 3 clusters Score -485526.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -485537.656250 Penalty: 4280.473145
	Iteration 20F: 3 clusters Score -485537.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -485548.843750 Penalty: 4280.473145
	Iteration 21Q: 3 clusters Score -485548.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -485558.718750 Penalty: 4280.473145
	Iteration 22Q: 3 clusters Score -485558.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -485564.687500 Penalty: 4280.473145
	Iteration 23Q: 3 clusters Score -485564.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -485568.187500 Penalty: 4280.473145
	Iteration 24Q: 3 clusters Score -485568.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -485569.718750 Penalty: 4280.473145
	Iteration 25Q: 3 clusters Score -485569.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -485570.750000 Penalty: 4280.473145
	Iteration 26Q: 3 clusters Score -485570.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -485571.500000 Penalty: 4280.473145
	Iteration 27Q: 3 clusters Score -485571.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -485571.062500 Penalty: 4280.473145
	Iteration 28Q: 3 clusters Score -485571.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -485570.812500 Penalty: 4280.473145
	Iteration 29Q: 3 clusters Score -485570.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -485570.812500 Penalty: 4280.473145
	Iteration 30F: 3 clusters Score -485570.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (40647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Entering Unmasked Estep 
Score: -3872923.500000 Penalty: 2631.944824
	Iteration 0F: 2 clusters Score -3872924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3845454.750000 Penalty: 5263.889648
	Iteration 0F: 3 clusters Score -3845455 nChanged 18610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -3855993.500000 Penalty: 5263.889648
	Iteration 1F: 3 clusters Score -3855994 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3857502.750000 Penalty: 5263.889648
	Iteration 2F: 3 clusters Score -3857503 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3860069.750000 Penalty: 5263.889648
	Iteration 3F: 3 clusters Score -3860070 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3863847.500000 Penalty: 5263.889648
	Iteration 4F: 3 clusters Score -3863848 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3868411.250000 Penalty: 5263.889648
	Iteration 5F: 3 clusters Score -3868411 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3872307.500000 Penalty: 5263.889648
	Iteration 6F: 3 clusters Score -3872308 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3874820.250000 Penalty: 5263.889648
	Iteration 7F: 3 clusters Score -3874820 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3876421.500000 Penalty: 5263.889648
	Iteration 8Q: 3 clusters Score -3876422 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3877479.750000 Penalty: 5263.889648
	Iteration 9Q: 3 clusters Score -3877480 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3878061.500000 Penalty: 5263.889648
	Iteration 10Q: 3 clusters Score -3878062 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -3878319.500000 Penalty: 5263.889648
	Iteration 11Q: 3 clusters Score -3878320 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -3878462.750000 Penalty: 5263.889648
	Iteration 12Q: 3 clusters Score -3878463 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -3878548.500000 Penalty: 5263.889648
	Iteration 13Q: 3 clusters Score -3878548 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3878623.750000 Penalty: 5263.889648
	Iteration 14Q: 3 clusters Score -3878624 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -3878651.500000 Penalty: 5263.889648
	Iteration 15Q: 3 clusters Score -3878652 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -3878685.500000 Penalty: 5263.889648
	Iteration 16Q: 3 clusters Score -3878686 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3878723.500000 Penalty: 5263.889648
	Iteration 17Q: 3 clusters Score -3878724 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3878749.750000 Penalty: 5263.889648
	Iteration 18Q: 3 clusters Score -3878750 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -3878789.750000 Penalty: 5263.889648
	Iteration 19Q: 3 clusters Score -3878790 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3878835.250000 Penalty: 5263.889648
	Iteration 20F: 3 clusters Score -3878835 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -3878864.000000 Penalty: 5263.889648
	Iteration 21Q: 3 clusters Score -3878864 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3878913.500000 Penalty: 5263.889648
	Iteration 22Q: 3 clusters Score -3878914 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -3878967.750000 Penalty: 5263.889648
	Iteration 23Q: 3 clusters Score -3878968 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3879080.500000 Penalty: 5263.889648
	Iteration 24Q: 3 clusters Score -3879080 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3879181.750000 Penalty: 5263.889648
	Iteration 25Q: 3 clusters Score -3879182 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -3879288.750000 Penalty: 5263.889648
	Iteration 26Q: 3 clusters Score -3879289 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -3879379.000000 Penalty: 5263.889648
	Iteration 27Q: 3 clusters Score -3879379 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -3879532.500000 Penalty: 5263.889648
	Iteration 28Q: 3 clusters Score -3879532 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -3879667.000000 Penalty: 5263.889648
	Iteration 29Q: 3 clusters Score -3879667 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -3879797.750000 Penalty: 5263.889648
	Iteration 30Q: 3 clusters Score -3879798 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3879867.250000 Penalty: 5263.889648
	Iteration 31Q: 3 clusters Score -3879867 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -3879914.750000 Penalty: 5263.889648
	Iteration 32Q: 3 clusters Score -3879915 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -3879932.000000 Penalty: 5263.889648
	Iteration 33Q: 3 clusters Score -3879932 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -3879938.750000 Penalty: 5263.889648
	Iteration 34Q: 3 clusters Score -3879939 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -3879963.250000 Penalty: 5263.889648
	Iteration 35Q: 3 clusters Score -3879963 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3879967.500000 Penalty: 5263.889648
	Iteration 36Q: 3 clusters Score -3879968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -3879979.000000 Penalty: 5263.889648
	Iteration 37Q: 3 clusters Score -3879979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -3879972.000000 Penalty: 5263.889648
	Iteration 38Q: 3 clusters Score -3879972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3879973.500000 Penalty: 5263.889648
	Iteration 39Q: 3 clusters Score -3879974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3879979.500000 Penalty: 5263.889648
	Iteration 40F: 3 clusters Score -3879980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3879976.000000 Penalty: 5263.889648
	Iteration 41Q: 3 clusters Score -3879976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3879978.750000 Penalty: 5263.889648
	Iteration 42Q: 3 clusters Score -3879979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -3879977.500000 Penalty: 5263.889648
	Iteration 43Q: 3 clusters Score -3879978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3879980.500000 Penalty: 5263.889648
	Iteration 44Q: 3 clusters Score -3879980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -3879981.250000 Penalty: 5263.889648
	Iteration 45Q: 3 clusters Score -3879981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -3879990.500000 Penalty: 5263.889648
	Iteration 46Q: 3 clusters Score -3879990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3879989.000000 Penalty: 5263.889648
	Iteration 47Q: 3 clusters Score -3879989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3879985.750000 Penalty: 5263.889648
	Iteration 48Q: 3 clusters Score -3879986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3879985.250000 Penalty: 5263.889648
	Iteration 49Q: 3 clusters Score -3879985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -3879982.750000 Penalty: 5263.889648
	Iteration 50Q: 3 clusters Score -3879983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -3879984.250000 Penalty: 5263.889648
	Iteration 51Q: 3 clusters Score -3879984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -3879984.250000 Penalty: 5263.889648
	Iteration 52F: 3 clusters Score -3879984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141470 members 
Mstep: Class 2 contains 10719 members 
Mstep: Class 3 contains 230724 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 34084 members 
Mstep: Class 6 contains 311392 members 
Mstep: Class 7 contains 99282 members 
Mstep: Class 8 contains 7665 members 
Mstep: Class 9 contains 37929 members 
Mstep: Class 10 contains 2863 members 
Mstep: Class 11 contains 229228 members 
Mstep: Class 12 contains 66716 members 
Mstep: Class 13 contains 17746 members 
Mstep: Class 14 contains 8678 members 
Mstep: Class 15 contains 224447 members 
Mstep: Class 16 contains 17547 members 
Mstep: Class 17 contains 9377 members 
Mstep: Class 18 contains 5025 members 
Mstep: Class 19 contains 4055 members 
Mstep: Class 20 contains 4113 members 
Mstep: Class 21 contains 5113 members 
Mstep: Class 22 contains 103373 members 
Mstep: Class 23 contains 2909 members 
Mstep: Class 24 contains 14071 members 
Mstep: Class 25 contains 5597 members 
Mstep: Class 26 contains 18231 members 
Mstep: Class 27 contains 8332 members 
Mstep: Class 28 contains 12857 members 
Mstep: Class 29 contains 8708 members 
Mstep: Class 30 contains 22416 members 
Entering Unmasked Estep 
Score: -157658096.000000 Penalty: 106611.812500
Splitting cluster 26 changes total score from -157638064.000000 to -157658096.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 141470 members 
Mstep: Class 2 contains 10719 members 
Mstep: Class 3 contains 230724 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 34084 members 
Mstep: Class 6 contains 311392 members 
Mstep: Class 7 contains 99282 members 
Mstep: Class 8 contains 7665 members 
Mstep: Class 9 contains 37929 members 
Mstep: Class 10 contains 2863 members 
Mstep: Class 11 contains 229228 members 
Mstep: Class 12 contains 66716 members 
Mstep: Class 13 contains 17746 members 
Mstep: Class 14 contains 8678 members 
Mstep: Class 15 contains 224447 members 
Mstep: Class 16 contains 17547 members 
Mstep: Class 17 contains 9377 members 
Mstep: Class 18 contains 5025 members 
Mstep: Class 19 contains 4055 members 
Mstep: Class 20 contains 4113 members 
Mstep: Class 21 contains 5113 members 
Mstep: Class 22 contains 103373 members 
Mstep: Class 24 contains 14071 members 
Mstep: Class 25 contains 5597 members 
Mstep: Class 26 contains 18231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157666576.000000 Penalty: 106611.812500
Iteration 79Q: 31 clusters Score -1.576666e+08 nChanged 14969
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 140544 members 
Mstep: Class 2 contains 10760 members 
Mstep: Class 3 contains 230724 members 
Mstep: Class 4 contains 8419 members 
Mstep: Class 5 contains 34221 members 
Mstep: Class 6 contains 311620 members 
Mstep: Class 7 contains 99573 members 
Mstep: Class 8 contains 7665 members 
Mstep: Class 9 contains 38382 members 
Mstep: Class 10 contains 2856 members 
Mstep: Class 11 contains 229713 members 
Mstep: Class 12 contains 66408 members 
Mstep: Class 13 contains 17914 members 
Mstep: Class 14 contains 8678 members 
Mstep: Class 15 contains 223963 members 
Mstep: Class 16 contains 17879 members 
Mstep: Class 17 contains 9352 members 
Mstep: Class 18 contains 5104 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 5564 members 
Mstep: Class 22 contains 103381 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 14109 members 
Mstep: Class 25 contains 5705 members 
Mstep: Class 26 contains 18112 members 
Mstep: Class 27 contains 8090 members 
Mstep: Class 28 contains 11422 members 
Mstep: Class 29 contains 8729 members 
Mstep: Class 30 contains 21207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157674112.000000 Penalty: 106611.812500
Iteration 80F: 31 clusters Score -1.576741e+08 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 139361 members 
Mstep: Class 2 contains 10735 members 
Mstep: Class 3 contains 230730 members 
Mstep: Class 4 contains 9338 members 
Mstep: Class 5 contains 34195 members 
Mstep: Class 6 contains 311286 members 
Mstep: Class 7 contains 99418 members 
Mstep: Class 8 contains 7665 members 
Mstep: Class 9 contains 38453 members 
Mstep: Class 10 contains 2840 members 
Mstep: Class 11 contains 229456 members 
Mstep: Class 12 contains 66121 members 
Mstep: Class 13 contains 18047 members 
Mstep: Class 14 contains 8673 members 
Mstep: Class 15 contains 223202 members 
Mstep: Class 16 contains 17721 members 
Mstep: Class 17 contains 9258 members 
Mstep: Class 18 contains 4848 members 
Mstep: Class 19 contains 5825 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 5764 members 
Mstep: Class 22 contains 103313 members 
Mstep: Class 23 contains 2979 members 
Mstep: Class 24 contains 13990 members 
Mstep: Class 25 contains 5734 members 
Mstep: Class 26 contains 17984 members 
Mstep: Class 27 contains 8691 members 
Mstep: Class 28 contains 10983 members 
Mstep: Class 29 contains 9026 members 
Mstep: Class 30 contains 22174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157677456.000000 Penalty: 106611.812500
Iteration 81Q: 31 clusters Score -1.576775e+08 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 138531 members 
Mstep: Class 2 contains 10699 members 
Mstep: Class 3 contains 230729 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 34195 members 
Mstep: Class 6 contains 311034 members 
Mstep: Class 7 contains 99270 members 
Mstep: Class 8 contains 7663 members 
Mstep: Class 9 contains 38463 members 
Mstep: Class 10 contains 2826 members 
Mstep: Class 11 contains 229160 members 
Mstep: Class 12 contains 65932 members 
Mstep: Class 13 contains 18165 members 
Mstep: Class 14 contains 8666 members 
Mstep: Class 15 contains 222655 members 
Mstep: Class 16 contains 17670 members 
Mstep: Class 17 contains 9183 members 
Mstep: Class 18 contains 4721 members 
Mstep: Class 19 contains 6174 members 
Mstep: Class 20 contains 4234 members 
Mstep: Class 21 contains 5907 members 
Mstep: Class 22 contains 103218 members 
Mstep: Class 23 contains 3315 members 
Mstep: Class 24 contains 13939 members 
Mstep: Class 25 contains 5781 members 
Mstep: Class 26 contains 17963 members 
Mstep: Class 27 contains 9111 members 
Mstep: Class 28 contains 10683 members 
Mstep: Class 29 contains 9258 members 
Mstep: Class 30 contains 22782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157679984.000000 Penalty: 106611.812500
Iteration 82Q: 31 clusters Score -1.5768e+08 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 137931 members 
Mstep: Class 2 contains 10653 members 
Mstep: Class 3 contains 230733 members 
Mstep: Class 4 contains 10678 members 
Mstep: Class 5 contains 34206 members 
Mstep: Class 6 contains 310881 members 
Mstep: Class 7 contains 99109 members 
Mstep: Class 8 contains 7661 members 
Mstep: Class 9 contains 38400 members 
Mstep: Class 10 contains 2800 members 
Mstep: Class 11 contains 228841 members 
Mstep: Class 12 contains 65809 members 
Mstep: Class 13 contains 18302 members 
Mstep: Class 14 contains 8655 members 
Mstep: Class 15 contains 222288 members 
Mstep: Class 16 contains 17603 members 
Mstep: Class 17 contains 9139 members 
Mstep: Class 18 contains 4671 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 4271 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 103153 members 
Mstep: Class 23 contains 3582 members 
Mstep: Class 24 contains 13910 members 
Mstep: Class 25 contains 5803 members 
Mstep: Class 26 contains 17970 members 
Mstep: Class 27 contains 9474 members 
Mstep: Class 28 contains 10448 members 
Mstep: Class 29 contains 9429 members 
Mstep: Class 30 contains 23207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157681552.000000 Penalty: 106611.812500
Iteration 83Q: 31 clusters Score -1.576816e+08 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 137441 members 
Mstep: Class 2 contains 10616 members 
Mstep: Class 3 contains 230723 members 
Mstep: Class 4 contains 11150 members 
Mstep: Class 5 contains 34199 members 
Mstep: Class 6 contains 310761 members 
Mstep: Class 7 contains 98945 members 
Mstep: Class 8 contains 7659 members 
Mstep: Class 9 contains 38255 members 
Mstep: Class 10 contains 2784 members 
Mstep: Class 11 contains 228595 members 
Mstep: Class 12 contains 65724 members 
Mstep: Class 13 contains 18436 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 222018 members 
Mstep: Class 16 contains 17574 members 
Mstep: Class 17 contains 9108 members 
Mstep: Class 18 contains 4635 members 
Mstep: Class 19 contains 6561 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 6065 members 
Mstep: Class 22 contains 103105 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 5824 members 
Mstep: Class 26 contains 18004 members 
Mstep: Class 27 contains 9766 members 
Mstep: Class 28 contains 10272 members 
Mstep: Class 29 contains 9566 members 
Mstep: Class 30 contains 23552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157682320.000000 Penalty: 106611.812500
Iteration 84Q: 31 clusters Score -1.576823e+08 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 137059 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 230711 members 
Mstep: Class 4 contains 11506 members 
Mstep: Class 5 contains 34215 members 
Mstep: Class 6 contains 310680 members 
Mstep: Class 7 contains 98797 members 
Mstep: Class 8 contains 7662 members 
Mstep: Class 9 contains 38081 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 228354 members 
Mstep: Class 12 contains 65654 members 
Mstep: Class 13 contains 18551 members 
Mstep: Class 14 contains 8638 members 
Mstep: Class 15 contains 221824 members 
Mstep: Class 16 contains 17566 members 
Mstep: Class 17 contains 9075 members 
Mstep: Class 18 contains 4611 members 
Mstep: Class 19 contains 6652 members 
Mstep: Class 20 contains 4332 members 
Mstep: Class 21 contains 6130 members 
Mstep: Class 22 contains 103080 members 
Mstep: Class 23 contains 4018 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 18029 members 
Mstep: Class 27 contains 10012 members 
Mstep: Class 28 contains 10138 members 
Mstep: Class 29 contains 9697 members 
Mstep: Class 30 contains 23865 members 
Entering Unmasked Estep 
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Score: -157682640.000000 Penalty: 106611.812500
Iteration 85Q: 31 clusters Score -1.576826e+08 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 136748 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 230692 members 
Mstep: Class 4 contains 11772 members 
Mstep: Class 5 contains 34272 members 
Mstep: Class 6 contains 310643 members 
Mstep: Class 7 contains 98649 members 
Mstep: Class 8 contains 7663 members 
Mstep: Class 9 contains 37915 members 
Mstep: Class 10 contains 2711 members 
Mstep: Class 11 contains 228134 members 
Mstep: Class 12 contains 65623 members 
Mstep: Class 13 contains 18663 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 221672 members 
Mstep: Class 16 contains 17545 members 
Mstep: Class 17 contains 9048 members 
Mstep: Class 18 contains 4590 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 4365 members 
Mstep: Class 21 contains 6173 members 
Mstep: Class 22 contains 103059 members 
Mstep: Class 23 contains 4183 members 
Mstep: Class 24 contains 13925 members 
Mstep: Class 25 contains 5855 members 
Mstep: Class 26 contains 18054 members 
Mstep: Class 27 contains 10220 members 
Mstep: Class 28 contains 10021 members 
Mstep: Class 29 contains 9811 members 
Mstep: Class 30 contains 24104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157683072.000000 Penalty: 106611.812500
Iteration 86Q: 31 clusters Score -1.576831e+08 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 136567 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 230662 members 
Mstep: Class 4 contains 11964 members 
Mstep: Class 5 contains 34314 members 
Mstep: Class 6 contains 310614 members 
Mstep: Class 7 contains 98483 members 
Mstep: Class 8 contains 7664 members 
Mstep: Class 9 contains 37735 members 
Mstep: Class 10 contains 2695 members 
Mstep: Class 11 contains 227945 members 
Mstep: Class 12 contains 65596 members 
Mstep: Class 13 contains 18756 members 
Mstep: Class 14 contains 8631 members 
Mstep: Class 15 contains 221557 members 
Mstep: Class 16 contains 17523 members 
Mstep: Class 17 contains 9025 members 
Mstep: Class 18 contains 4580 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 4394 members 
Mstep: Class 21 contains 6219 members 
Mstep: Class 22 contains 103038 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 13943 members 
Mstep: Class 25 contains 5855 members 
Mstep: Class 26 contains 18076 members 
Mstep: Class 27 contains 10398 members 
Mstep: Class 28 contains 9937 members 
Mstep: Class 29 contains 9904 members 
Mstep: Class 30 contains 24300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157683504.000000 Penalty: 106611.812500
Iteration 87Q: 31 clusters Score -1.576835e+08 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 136386 members 
Mstep: Class 2 contains 10488 members 
Mstep: Class 3 contains 230623 members 
Mstep: Class 4 contains 12109 members 
Mstep: Class 5 contains 34358 members 
Mstep: Class 6 contains 310606 members 
Mstep: Class 7 contains 98364 members 
Mstep: Class 8 contains 7666 members 
Mstep: Class 9 contains 37567 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 227767 members 
Mstep: Class 12 contains 65558 members 
Mstep: Class 13 contains 18851 members 
Mstep: Class 14 contains 8626 members 
Mstep: Class 15 contains 221476 members 
Mstep: Class 16 contains 17481 members 
Mstep: Class 17 contains 9006 members 
Mstep: Class 18 contains 4560 members 
Mstep: Class 19 contains 6881 members 
Mstep: Class 20 contains 4433 members 
Mstep: Class 21 contains 6259 members 
Mstep: Class 22 contains 103025 members 
Mstep: Class 23 contains 4423 members 
Mstep: Class 24 contains 13958 members 
Mstep: Class 25 contains 5861 members 
Mstep: Class 26 contains 18096 members 
Mstep: Class 27 contains 10550 members 
Mstep: Class 28 contains 9863 members 
Mstep: Class 29 contains 9985 members 
Mstep: Class 30 contains 24470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157683968.000000 Penalty: 106611.812500
Iteration 88Q: 31 clusters Score -1.57684e+08 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 136239 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 230579 members 
Mstep: Class 4 contains 12209 members 
Mstep: Class 5 contains 34346 members 
Mstep: Class 6 contains 310579 members 
Mstep: Class 7 contains 98288 members 
Mstep: Class 8 contains 7665 members 
Mstep: Class 9 contains 37427 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 227600 members 
Mstep: Class 12 contains 65526 members 
Mstep: Class 13 contains 18933 members 
Mstep: Class 14 contains 8618 members 
Mstep: Class 15 contains 221413 members 
Mstep: Class 16 contains 17428 members 
Mstep: Class 17 contains 8981 members 
Mstep: Class 18 contains 4546 members 
Mstep: Class 19 contains 6917 members 
Mstep: Class 20 contains 4469 members 
Mstep: Class 21 contains 6305 members 
Mstep: Class 22 contains 103013 members 
Mstep: Class 23 contains 4514 members 
Mstep: Class 24 contains 13978 members 
Mstep: Class 25 contains 5863 members 
Mstep: Class 26 contains 18108 members 
Mstep: Class 27 contains 10694 members 
Mstep: Class 28 contains 9804 members 
Mstep: Class 29 contains 10057 members 
Mstep: Class 30 contains 24620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157684400.000000 Penalty: 106611.812500
Iteration 89Q: 31 clusters Score -1.576844e+08 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 136083 members 
Mstep: Class 2 contains 10445 members 
Mstep: Class 3 contains 230562 members 
Mstep: Class 4 contains 12294 members 
Mstep: Class 5 contains 34330 members 
Mstep: Class 6 contains 310568 members 
Mstep: Class 7 contains 98225 members 
Mstep: Class 8 contains 7666 members 
Mstep: Class 9 contains 37252 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 227410 members 
Mstep: Class 12 contains 65514 members 
Mstep: Class 13 contains 19028 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 221348 members 
Mstep: Class 16 contains 17406 members 
Mstep: Class 17 contains 8961 members 
Mstep: Class 18 contains 4532 members 
Mstep: Class 19 contains 6966 members 
Mstep: Class 20 contains 4499 members 
Mstep: Class 21 contains 6345 members 
Mstep: Class 22 contains 102999 members 
Mstep: Class 23 contains 4584 members 
Mstep: Class 24 contains 14002 members 
Mstep: Class 25 contains 5860 members 
Mstep: Class 26 contains 18119 members 
Mstep: Class 27 contains 10813 members 
Mstep: Class 28 contains 9752 members 
Mstep: Class 29 contains 10104 members 
Mstep: Class 30 contains 24796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157685344.000000 Penalty: 106611.812500
Iteration 90Q: 31 clusters Score -1.576853e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135960 members 
Mstep: Class 2 contains 10428 members 
Mstep: Class 3 contains 230519 members 
Mstep: Class 4 contains 12364 members 
Mstep: Class 5 contains 34286 members 
Mstep: Class 6 contains 310569 members 
Mstep: Class 7 contains 98170 members 
Mstep: Class 8 contains 7665 members 
Mstep: Class 9 contains 37115 members 
Mstep: Class 10 contains 3063 members 
Mstep: Class 11 contains 227250 members 
Mstep: Class 12 contains 65503 members 
Mstep: Class 13 contains 19113 members 
Mstep: Class 14 contains 8618 members 
Mstep: Class 15 contains 221300 members 
Mstep: Class 16 contains 17385 members 
Mstep: Class 17 contains 8948 members 
Mstep: Class 18 contains 4528 members 
Mstep: Class 19 contains 7009 members 
Mstep: Class 20 contains 4527 members 
Mstep: Class 21 contains 6383 members 
Mstep: Class 22 contains 102995 members 
Mstep: Class 23 contains 4646 members 
Mstep: Class 24 contains 14010 members 
Mstep: Class 25 contains 5863 members 
Mstep: Class 26 contains 18136 members 
Mstep: Class 27 contains 10903 members 
Mstep: Class 28 contains 9687 members 
Mstep: Class 29 contains 10150 members 
Mstep: Class 30 contains 24913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157685424.000000 Penalty: 106611.812500
Iteration 91Q: 31 clusters Score -1.576854e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135856 members 
Mstep: Class 2 contains 10417 members 
Mstep: Class 3 contains 230495 members 
Mstep: Class 4 contains 12431 members 
Mstep: Class 5 contains 34220 members 
Mstep: Class 6 contains 310557 members 
Mstep: Class 7 contains 98118 members 
Mstep: Class 8 contains 7666 members 
Mstep: Class 9 contains 36994 members 
Mstep: Class 10 contains 3183 members 
Mstep: Class 11 contains 227113 members 
Mstep: Class 12 contains 65490 members 
Mstep: Class 13 contains 19191 members 
Mstep: Class 14 contains 8616 members 
Mstep: Class 15 contains 221266 members 
Mstep: Class 16 contains 17366 members 
Mstep: Class 17 contains 8939 members 
Mstep: Class 18 contains 4530 members 
Mstep: Class 19 contains 7045 members 
Mstep: Class 20 contains 4561 members 
Mstep: Class 21 contains 6414 members 
Mstep: Class 22 contains 102992 members 
Mstep: Class 23 contains 4698 members 
Mstep: Class 24 contains 14023 members 
Mstep: Class 25 contains 5857 members 
Mstep: Class 26 contains 18152 members 
Mstep: Class 27 contains 10987 members 
Mstep: Class 28 contains 9625 members 
Mstep: Class 29 contains 10202 members 
Mstep: Class 30 contains 25002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157685872.000000 Penalty: 106611.812500
Iteration 92Q: 31 clusters Score -1.576859e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135756 members 
Mstep: Class 2 contains 10410 members 
Mstep: Class 3 contains 230471 members 
Mstep: Class 4 contains 12492 members 
Mstep: Class 5 contains 34173 members 
Mstep: Class 6 contains 310519 members 
Mstep: Class 7 contains 98087 members 
Mstep: Class 8 contains 7667 members 
Mstep: Class 9 contains 36894 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 11 contains 226987 members 
Mstep: Class 12 contains 65475 members 
Mstep: Class 13 contains 19269 members 
Mstep: Class 14 contains 8613 members 
Mstep: Class 15 contains 221240 members 
Mstep: Class 16 contains 17356 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 4531 members 
Mstep: Class 19 contains 7079 members 
Mstep: Class 20 contains 4588 members 
Mstep: Class 21 contains 6442 members 
Mstep: Class 22 contains 102990 members 
Mstep: Class 23 contains 4733 members 
Mstep: Class 24 contains 14034 members 
Mstep: Class 25 contains 5862 members 
Mstep: Class 26 contains 18166 members 
Mstep: Class 27 contains 11056 members 
Mstep: Class 28 contains 9573 members 
Mstep: Class 29 contains 10247 members 
Mstep: Class 30 contains 25078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157685728.000000 Penalty: 106611.812500
Iteration 93Q: 31 clusters Score -1.576857e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135665 members 
Mstep: Class 2 contains 10402 members 
Mstep: Class 3 contains 230454 members 
Mstep: Class 4 contains 12542 members 
Mstep: Class 5 contains 34127 members 
Mstep: Class 6 contains 310487 members 
Mstep: Class 7 contains 98067 members 
Mstep: Class 8 contains 7669 members 
Mstep: Class 9 contains 36774 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 11 contains 226861 members 
Mstep: Class 12 contains 65464 members 
Mstep: Class 13 contains 19344 members 
Mstep: Class 14 contains 8614 members 
Mstep: Class 15 contains 221222 members 
Mstep: Class 16 contains 17349 members 
Mstep: Class 17 contains 8926 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 7105 members 
Mstep: Class 20 contains 4610 members 
Mstep: Class 21 contains 6468 members 
Mstep: Class 22 contains 102991 members 
Mstep: Class 23 contains 4767 members 
Mstep: Class 24 contains 14043 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 18174 members 
Mstep: Class 27 contains 11113 members 
Mstep: Class 28 contains 9541 members 
Mstep: Class 29 contains 10284 members 
Mstep: Class 30 contains 25161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157686240.000000 Penalty: 106611.812500
Iteration 94Q: 31 clusters Score -1.576862e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135607 members 
Mstep: Class 2 contains 10399 members 
Mstep: Class 3 contains 230453 members 
Mstep: Class 4 contains 12584 members 
Mstep: Class 5 contains 34071 members 
Mstep: Class 6 contains 310461 members 
Mstep: Class 7 contains 98035 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 36682 members 
Mstep: Class 10 contains 3465 members 
Mstep: Class 11 contains 226761 members 
Mstep: Class 12 contains 65450 members 
Mstep: Class 13 contains 19410 members 
Mstep: Class 14 contains 8611 members 
Mstep: Class 15 contains 221202 members 
Mstep: Class 16 contains 17349 members 
Mstep: Class 17 contains 8920 members 
Mstep: Class 18 contains 4536 members 
Mstep: Class 19 contains 7129 members 
Mstep: Class 20 contains 4623 members 
Mstep: Class 21 contains 6489 members 
Mstep: Class 22 contains 102992 members 
Mstep: Class 23 contains 4794 members 
Mstep: Class 24 contains 14050 members 
Mstep: Class 25 contains 5882 members 
Mstep: Class 26 contains 18189 members 
Mstep: Class 27 contains 11157 members 
Mstep: Class 28 contains 9501 members 
Mstep: Class 29 contains 10316 members 
Mstep: Class 30 contains 25218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157686256.000000 Penalty: 106611.812500
Iteration 95Q: 31 clusters Score -1.576863e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135570 members 
Mstep: Class 2 contains 10393 members 
Mstep: Class 3 contains 230458 members 
Mstep: Class 4 contains 12610 members 
Mstep: Class 5 contains 34024 members 
Mstep: Class 6 contains 310432 members 
Mstep: Class 7 contains 98023 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 36592 members 
Mstep: Class 10 contains 3534 members 
Mstep: Class 11 contains 226691 members 
Mstep: Class 12 contains 65437 members 
Mstep: Class 13 contains 19472 members 
Mstep: Class 14 contains 8609 members 
Mstep: Class 15 contains 221194 members 
Mstep: Class 16 contains 17351 members 
Mstep: Class 17 contains 8911 members 
Mstep: Class 18 contains 4536 members 
Mstep: Class 19 contains 7151 members 
Mstep: Class 20 contains 4635 members 
Mstep: Class 21 contains 6502 members 
Mstep: Class 22 contains 102992 members 
Mstep: Class 23 contains 4824 members 
Mstep: Class 24 contains 14056 members 
Mstep: Class 25 contains 5884 members 
Mstep: Class 26 contains 18198 members 
Mstep: Class 27 contains 11192 members 
Mstep: Class 28 contains 9470 members 
Mstep: Class 29 contains 10342 members 
Mstep: Class 30 contains 25253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157686576.000000 Penalty: 106611.812500
Iteration 96Q: 31 clusters Score -1.576866e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135522 members 
Mstep: Class 2 contains 10378 members 
Mstep: Class 3 contains 230457 members 
Mstep: Class 4 contains 12636 members 
Mstep: Class 5 contains 33981 members 
Mstep: Class 6 contains 310418 members 
Mstep: Class 7 contains 98031 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 36525 members 
Mstep: Class 10 contains 3597 members 
Mstep: Class 11 contains 226635 members 
Mstep: Class 12 contains 65429 members 
Mstep: Class 13 contains 19514 members 
Mstep: Class 14 contains 8609 members 
Mstep: Class 15 contains 221190 members 
Mstep: Class 16 contains 17355 members 
Mstep: Class 17 contains 8909 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 7160 members 
Mstep: Class 20 contains 4646 members 
Mstep: Class 21 contains 6505 members 
Mstep: Class 22 contains 102994 members 
Mstep: Class 23 contains 4846 members 
Mstep: Class 24 contains 14064 members 
Mstep: Class 25 contains 5891 members 
Mstep: Class 26 contains 18207 members 
Mstep: Class 27 contains 11227 members 
Mstep: Class 28 contains 9435 members 
Mstep: Class 29 contains 10370 members 
Mstep: Class 30 contains 25272 members 
Entering Unmasked Estep 
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Score: -157686720.000000 Penalty: 106611.812500
Iteration 97Q: 31 clusters Score -1.576867e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135489 members 
Mstep: Class 2 contains 10371 members 
Mstep: Class 3 contains 230460 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 33938 members 
Mstep: Class 6 contains 310396 members 
Mstep: Class 7 contains 98042 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 36473 members 
Mstep: Class 10 contains 3657 members 
Mstep: Class 11 contains 226573 members 
Mstep: Class 12 contains 65427 members 
Mstep: Class 13 contains 19550 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 221189 members 
Mstep: Class 16 contains 17344 members 
Mstep: Class 17 contains 8904 members 
Mstep: Class 18 contains 4530 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 20 contains 4652 members 
Mstep: Class 21 contains 6513 members 
Mstep: Class 22 contains 102990 members 
Mstep: Class 23 contains 4872 members 
Mstep: Class 24 contains 14069 members 
Mstep: Class 25 contains 5896 members 
Mstep: Class 26 contains 18221 members 
Mstep: Class 27 contains 11255 members 
Mstep: Class 28 contains 9418 members 
Mstep: Class 29 contains 10390 members 
Mstep: Class 30 contains 25295 members 
Entering Unmasked Estep 
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Score: -157686720.000000 Penalty: 106611.812500
Iteration 98Q: 31 clusters Score -1.576867e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135465 members 
Mstep: Class 2 contains 10366 members 
Mstep: Class 3 contains 230447 members 
Mstep: Class 4 contains 12658 members 
Mstep: Class 5 contains 33907 members 
Mstep: Class 6 contains 310396 members 
Mstep: Class 7 contains 98049 members 
Mstep: Class 8 contains 7669 members 
Mstep: Class 9 contains 36419 members 
Mstep: Class 10 contains 3728 members 
Mstep: Class 11 contains 226518 members 
Mstep: Class 12 contains 65422 members 
Mstep: Class 13 contains 19585 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 221183 members 
Mstep: Class 16 contains 17342 members 
Mstep: Class 17 contains 8902 members 
Mstep: Class 18 contains 4527 members 
Mstep: Class 19 contains 7169 members 
Mstep: Class 20 contains 4666 members 
Mstep: Class 21 contains 6517 members 
Mstep: Class 22 contains 102985 members 
Mstep: Class 23 contains 4885 members 
Mstep: Class 24 contains 14076 members 
Mstep: Class 25 contains 5901 members 
Mstep: Class 26 contains 18234 members 
Mstep: Class 27 contains 11277 members 
Mstep: Class 28 contains 9399 members 
Mstep: Class 29 contains 10402 members 
Mstep: Class 30 contains 25302 members 
Entering Unmasked Estep 
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Iteration 99Q: 31 clusters Score -1.576868e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135440 members 
Mstep: Class 2 contains 10355 members 
Mstep: Class 3 contains 230446 members 
Mstep: Class 4 contains 12669 members 
Mstep: Class 5 contains 33880 members 
Mstep: Class 6 contains 310397 members 
Mstep: Class 7 contains 98050 members 
Mstep: Class 8 contains 7668 members 
Mstep: Class 9 contains 36354 members 
Mstep: Class 10 contains 3780 members 
Mstep: Class 11 contains 226477 members 
Mstep: Class 12 contains 65416 members 
Mstep: Class 13 contains 19615 members 
Mstep: Class 14 contains 8611 members 
Mstep: Class 15 contains 221180 members 
Mstep: Class 16 contains 17340 members 
Mstep: Class 17 contains 8897 members 
Mstep: Class 18 contains 4525 members 
Mstep: Class 19 contains 7176 members 
Mstep: Class 20 contains 4681 members 
Mstep: Class 21 contains 6520 members 
Mstep: Class 22 contains 102979 members 
Mstep: Class 23 contains 4897 members 
Mstep: Class 24 contains 14079 members 
Mstep: Class 25 contains 5906 members 
Mstep: Class 26 contains 18244 members 
Mstep: Class 27 contains 11306 members 
Mstep: Class 28 contains 9385 members 
Mstep: Class 29 contains 10418 members 
Mstep: Class 30 contains 25315 members 
Entering Unmasked Estep 
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Iteration 100F: 31 clusters Score -1.57687e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135417 members 
Mstep: Class 2 contains 10353 members 
Mstep: Class 3 contains 230438 members 
Mstep: Class 4 contains 12675 members 
Mstep: Class 5 contains 33823 members 
Mstep: Class 6 contains 310400 members 
Mstep: Class 7 contains 98036 members 
Mstep: Class 8 contains 7668 members 
Mstep: Class 9 contains 36304 members 
Mstep: Class 10 contains 3861 members 
Mstep: Class 11 contains 226451 members 
Mstep: Class 12 contains 65415 members 
Mstep: Class 13 contains 19641 members 
Mstep: Class 14 contains 8611 members 
Mstep: Class 15 contains 221175 members 
Mstep: Class 16 contains 17342 members 
Mstep: Class 17 contains 8893 members 
Mstep: Class 18 contains 4526 members 
Mstep: Class 19 contains 7182 members 
Mstep: Class 20 contains 4695 members 
Mstep: Class 21 contains 6522 members 
Mstep: Class 22 contains 102968 members 
Mstep: Class 23 contains 4911 members 
Mstep: Class 24 contains 14081 members 
Mstep: Class 25 contains 5906 members 
Mstep: Class 26 contains 18249 members 
Mstep: Class 27 contains 11325 members 
Mstep: Class 28 contains 9375 members 
Mstep: Class 29 contains 10431 members 
Mstep: Class 30 contains 25332 members 
Entering Unmasked Estep 
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Iteration 101Q: 31 clusters Score -1.57687e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135386 members 
Mstep: Class 2 contains 10347 members 
Mstep: Class 3 contains 230434 members 
Mstep: Class 4 contains 12682 members 
Mstep: Class 5 contains 33752 members 
Mstep: Class 6 contains 310391 members 
Mstep: Class 7 contains 98023 members 
Mstep: Class 8 contains 7669 members 
Mstep: Class 9 contains 36252 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 226402 members 
Mstep: Class 12 contains 65411 members 
Mstep: Class 13 contains 19670 members 
Mstep: Class 14 contains 8612 members 
Mstep: Class 15 contains 221177 members 
Mstep: Class 16 contains 17341 members 
Mstep: Class 17 contains 8891 members 
Mstep: Class 18 contains 4527 members 
Mstep: Class 19 contains 7189 members 
Mstep: Class 20 contains 4706 members 
Mstep: Class 21 contains 6530 members 
Mstep: Class 22 contains 102966 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 14088 members 
Mstep: Class 25 contains 5908 members 
Mstep: Class 26 contains 18257 members 
Mstep: Class 27 contains 11341 members 
Mstep: Class 28 contains 9365 members 
Mstep: Class 29 contains 10448 members 
Mstep: Class 30 contains 25365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157687184.000000 Penalty: 106611.812500
Iteration 102Q: 31 clusters Score -1.576872e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135357 members 
Mstep: Class 2 contains 10345 members 
Mstep: Class 3 contains 230441 members 
Mstep: Class 4 contains 12691 members 
Mstep: Class 5 contains 33654 members 
Mstep: Class 6 contains 310388 members 
Mstep: Class 7 contains 98023 members 
Mstep: Class 8 contains 7669 members 
Mstep: Class 9 contains 36198 members 
Mstep: Class 10 contains 4065 members 
Mstep: Class 11 contains 226350 members 
Mstep: Class 12 contains 65412 members 
Mstep: Class 13 contains 19708 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 221182 members 
Mstep: Class 16 contains 17339 members 
Mstep: Class 17 contains 8887 members 
Mstep: Class 18 contains 4530 members 
Mstep: Class 19 contains 7188 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 6537 members 
Mstep: Class 22 contains 102962 members 
Mstep: Class 23 contains 4936 members 
Mstep: Class 24 contains 14095 members 
Mstep: Class 25 contains 5918 members 
Mstep: Class 26 contains 18257 members 
Mstep: Class 27 contains 11351 members 
Mstep: Class 28 contains 9353 members 
Mstep: Class 29 contains 10456 members 
Mstep: Class 30 contains 25380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157687424.000000 Penalty: 106611.812500
Iteration 103Q: 31 clusters Score -1.576874e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135328 members 
Mstep: Class 2 contains 10339 members 
Mstep: Class 3 contains 230443 members 
Mstep: Class 4 contains 12701 members 
Mstep: Class 5 contains 33532 members 
Mstep: Class 6 contains 310395 members 
Mstep: Class 7 contains 98027 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 36153 members 
Mstep: Class 10 contains 4224 members 
Mstep: Class 11 contains 226294 members 
Mstep: Class 12 contains 65407 members 
Mstep: Class 13 contains 19742 members 
Mstep: Class 14 contains 8609 members 
Mstep: Class 15 contains 221175 members 
Mstep: Class 16 contains 17339 members 
Mstep: Class 17 contains 8881 members 
Mstep: Class 18 contains 4528 members 
Mstep: Class 19 contains 7194 members 
Mstep: Class 20 contains 4734 members 
Mstep: Class 21 contains 6540 members 
Mstep: Class 22 contains 102945 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 14099 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 18268 members 
Mstep: Class 27 contains 11357 members 
Mstep: Class 28 contains 9342 members 
Mstep: Class 29 contains 10466 members 
Mstep: Class 30 contains 25402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157687456.000000 Penalty: 106611.812500
Iteration 104Q: 31 clusters Score -1.576875e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135292 members 
Mstep: Class 2 contains 10338 members 
Mstep: Class 3 contains 230452 members 
Mstep: Class 4 contains 12701 members 
Mstep: Class 5 contains 33415 members 
Mstep: Class 6 contains 310394 members 
Mstep: Class 7 contains 98032 members 
Mstep: Class 8 contains 7671 members 
Mstep: Class 9 contains 36107 members 
Mstep: Class 10 contains 4374 members 
Mstep: Class 11 contains 226237 members 
Mstep: Class 12 contains 65402 members 
Mstep: Class 13 contains 19773 members 
Mstep: Class 14 contains 8608 members 
Mstep: Class 15 contains 221173 members 
Mstep: Class 16 contains 17339 members 
Mstep: Class 17 contains 8874 members 
Mstep: Class 18 contains 4528 members 
Mstep: Class 19 contains 7204 members 
Mstep: Class 20 contains 4745 members 
Mstep: Class 21 contains 6548 members 
Mstep: Class 22 contains 102941 members 
Mstep: Class 23 contains 4961 members 
Mstep: Class 24 contains 14103 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 18285 members 
Mstep: Class 27 contains 11368 members 
Mstep: Class 28 contains 9328 members 
Mstep: Class 29 contains 10475 members 
Mstep: Class 30 contains 25419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157687616.000000 Penalty: 106611.812500
Iteration 105Q: 31 clusters Score -1.576876e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135266 members 
Mstep: Class 2 contains 10330 members 
Mstep: Class 3 contains 230487 members 
Mstep: Class 4 contains 12702 members 
Mstep: Class 5 contains 33298 members 
Mstep: Class 6 contains 310393 members 
Mstep: Class 7 contains 98032 members 
Mstep: Class 8 contains 7671 members 
Mstep: Class 9 contains 36067 members 
Mstep: Class 10 contains 4488 members 
Mstep: Class 11 contains 226196 members 
Mstep: Class 12 contains 65397 members 
Mstep: Class 13 contains 19793 members 
Mstep: Class 14 contains 8608 members 
Mstep: Class 15 contains 221169 members 
Mstep: Class 16 contains 17342 members 
Mstep: Class 17 contains 8867 members 
Mstep: Class 18 contains 4527 members 
Mstep: Class 19 contains 7206 members 
Mstep: Class 20 contains 4758 members 
Mstep: Class 21 contains 6552 members 
Mstep: Class 22 contains 102941 members 
Mstep: Class 23 contains 4973 members 
Mstep: Class 24 contains 14112 members 
Mstep: Class 25 contains 5917 members 
Mstep: Class 26 contains 18294 members 
Mstep: Class 27 contains 11383 members 
Mstep: Class 28 contains 9330 members 
Mstep: Class 29 contains 10482 members 
Mstep: Class 30 contains 25425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157687472.000000 Penalty: 106611.812500
Iteration 106Q: 31 clusters Score -1.576875e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135247 members 
Mstep: Class 2 contains 10327 members 
Mstep: Class 3 contains 230500 members 
Mstep: Class 4 contains 12708 members 
Mstep: Class 5 contains 33192 members 
Mstep: Class 6 contains 310388 members 
Mstep: Class 7 contains 98035 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 36029 members 
Mstep: Class 10 contains 4615 members 
Mstep: Class 11 contains 226157 members 
Mstep: Class 12 contains 65391 members 
Mstep: Class 13 contains 19810 members 
Mstep: Class 14 contains 8611 members 
Mstep: Class 15 contains 221169 members 
Mstep: Class 16 contains 17339 members 
Mstep: Class 17 contains 8862 members 
Mstep: Class 18 contains 4527 members 
Mstep: Class 19 contains 7210 members 
Mstep: Class 20 contains 4766 members 
Mstep: Class 21 contains 6553 members 
Mstep: Class 22 contains 102933 members 
Mstep: Class 23 contains 4988 members 
Mstep: Class 24 contains 14116 members 
Mstep: Class 25 contains 5920 members 
Mstep: Class 26 contains 18310 members 
Mstep: Class 27 contains 11395 members 
Mstep: Class 28 contains 9330 members 
Mstep: Class 29 contains 10490 members 
Mstep: Class 30 contains 25418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157687648.000000 Penalty: 106611.812500
Iteration 107Q: 31 clusters Score -1.576876e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135226 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 230512 members 
Mstep: Class 4 contains 12713 members 
Mstep: Class 5 contains 33095 members 
Mstep: Class 6 contains 310373 members 
Mstep: Class 7 contains 98040 members 
Mstep: Class 8 contains 7669 members 
Mstep: Class 9 contains 36001 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 226123 members 
Mstep: Class 12 contains 65390 members 
Mstep: Class 13 contains 19830 members 
Mstep: Class 14 contains 8612 members 
Mstep: Class 15 contains 221174 members 
Mstep: Class 16 contains 17333 members 
Mstep: Class 17 contains 8856 members 
Mstep: Class 18 contains 4525 members 
Mstep: Class 19 contains 7209 members 
Mstep: Class 20 contains 4774 members 
Mstep: Class 21 contains 6559 members 
Mstep: Class 22 contains 102934 members 
Mstep: Class 23 contains 4994 members 
Mstep: Class 24 contains 14125 members 
Mstep: Class 25 contains 5921 members 
Mstep: Class 26 contains 18319 members 
Mstep: Class 27 contains 11402 members 
Mstep: Class 28 contains 9330 members 
Mstep: Class 29 contains 10497 members 
Mstep: Class 30 contains 25414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157687856.000000 Penalty: 106611.812500
Iteration 108Q: 31 clusters Score -1.576879e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135206 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230527 members 
Mstep: Class 4 contains 12715 members 
Mstep: Class 5 contains 32998 members 
Mstep: Class 6 contains 310374 members 
Mstep: Class 7 contains 98032 members 
Mstep: Class 8 contains 7669 members 
Mstep: Class 9 contains 35969 members 
Mstep: Class 10 contains 4854 members 
Mstep: Class 11 contains 226083 members 
Mstep: Class 12 contains 65387 members 
Mstep: Class 13 contains 19847 members 
Mstep: Class 14 contains 8613 members 
Mstep: Class 15 contains 221176 members 
Mstep: Class 16 contains 17321 members 
Mstep: Class 17 contains 8852 members 
Mstep: Class 18 contains 4524 members 
Mstep: Class 19 contains 7210 members 
Mstep: Class 20 contains 4781 members 
Mstep: Class 21 contains 6560 members 
Mstep: Class 22 contains 102935 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 14133 members 
Mstep: Class 25 contains 5922 members 
Mstep: Class 26 contains 18330 members 
Mstep: Class 27 contains 11407 members 
Mstep: Class 28 contains 9330 members 
Mstep: Class 29 contains 10502 members 
Mstep: Class 30 contains 25421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688080.000000 Penalty: 106611.812500
Iteration 109Q: 31 clusters Score -1.576881e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135187 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 230538 members 
Mstep: Class 4 contains 12715 members 
Mstep: Class 5 contains 32909 members 
Mstep: Class 6 contains 310372 members 
Mstep: Class 7 contains 98041 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 35941 members 
Mstep: Class 10 contains 4968 members 
Mstep: Class 11 contains 226050 members 
Mstep: Class 12 contains 65385 members 
Mstep: Class 13 contains 19851 members 
Mstep: Class 14 contains 8612 members 
Mstep: Class 15 contains 221181 members 
Mstep: Class 16 contains 17312 members 
Mstep: Class 17 contains 8850 members 
Mstep: Class 18 contains 4526 members 
Mstep: Class 19 contains 7212 members 
Mstep: Class 20 contains 4787 members 
Mstep: Class 21 contains 6561 members 
Mstep: Class 22 contains 102926 members 
Mstep: Class 23 contains 5011 members 
Mstep: Class 24 contains 14136 members 
Mstep: Class 25 contains 5927 members 
Mstep: Class 26 contains 18338 members 
Mstep: Class 27 contains 11415 members 
Mstep: Class 28 contains 9334 members 
Mstep: Class 29 contains 10501 members 
Mstep: Class 30 contains 25428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688064.000000 Penalty: 106611.812500
Iteration 110Q: 31 clusters Score -1.576881e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135168 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230556 members 
Mstep: Class 4 contains 12712 members 
Mstep: Class 5 contains 32793 members 
Mstep: Class 6 contains 310366 members 
Mstep: Class 7 contains 98048 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 35916 members 
Mstep: Class 10 contains 5093 members 
Mstep: Class 11 contains 226023 members 
Mstep: Class 12 contains 65383 members 
Mstep: Class 13 contains 19857 members 
Mstep: Class 14 contains 8612 members 
Mstep: Class 15 contains 221188 members 
Mstep: Class 16 contains 17307 members 
Mstep: Class 17 contains 8848 members 
Mstep: Class 18 contains 4530 members 
Mstep: Class 19 contains 7214 members 
Mstep: Class 20 contains 4794 members 
Mstep: Class 21 contains 6564 members 
Mstep: Class 22 contains 102922 members 
Mstep: Class 23 contains 5017 members 
Mstep: Class 24 contains 14135 members 
Mstep: Class 25 contains 5928 members 
Mstep: Class 26 contains 18337 members 
Mstep: Class 27 contains 11422 members 
Mstep: Class 28 contains 9341 members 
Mstep: Class 29 contains 10501 members 
Mstep: Class 30 contains 25436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688368.000000 Penalty: 106611.812500
Iteration 111Q: 31 clusters Score -1.576884e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135149 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 230574 members 
Mstep: Class 4 contains 12704 members 
Mstep: Class 5 contains 32694 members 
Mstep: Class 6 contains 310355 members 
Mstep: Class 7 contains 98056 members 
Mstep: Class 8 contains 7671 members 
Mstep: Class 9 contains 35893 members 
Mstep: Class 10 contains 5221 members 
Mstep: Class 11 contains 225991 members 
Mstep: Class 12 contains 65383 members 
Mstep: Class 13 contains 19869 members 
Mstep: Class 14 contains 8611 members 
Mstep: Class 15 contains 221183 members 
Mstep: Class 16 contains 17306 members 
Mstep: Class 17 contains 8848 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 7215 members 
Mstep: Class 20 contains 4799 members 
Mstep: Class 21 contains 6569 members 
Mstep: Class 22 contains 102918 members 
Mstep: Class 23 contains 5020 members 
Mstep: Class 24 contains 14137 members 
Mstep: Class 25 contains 5926 members 
Mstep: Class 26 contains 18346 members 
Mstep: Class 27 contains 11432 members 
Mstep: Class 28 contains 9341 members 
Mstep: Class 29 contains 10503 members 
Mstep: Class 30 contains 25435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688368.000000 Penalty: 106611.812500
Iteration 112Q: 31 clusters Score -1.576884e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135129 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 230589 members 
Mstep: Class 4 contains 12704 members 
Mstep: Class 5 contains 32603 members 
Mstep: Class 6 contains 310351 members 
Mstep: Class 7 contains 98056 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 35873 members 
Mstep: Class 10 contains 5331 members 
Mstep: Class 11 contains 225959 members 
Mstep: Class 12 contains 65383 members 
Mstep: Class 13 contains 19877 members 
Mstep: Class 14 contains 8609 members 
Mstep: Class 15 contains 221177 members 
Mstep: Class 16 contains 17304 members 
Mstep: Class 17 contains 8847 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 7216 members 
Mstep: Class 20 contains 4804 members 
Mstep: Class 21 contains 6574 members 
Mstep: Class 22 contains 102914 members 
Mstep: Class 23 contains 5030 members 
Mstep: Class 24 contains 14138 members 
Mstep: Class 25 contains 5931 members 
Mstep: Class 26 contains 18359 members 
Mstep: Class 27 contains 11436 members 
Mstep: Class 28 contains 9345 members 
Mstep: Class 29 contains 10505 members 
Mstep: Class 30 contains 25437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688352.000000 Penalty: 106611.812500
Iteration 113Q: 31 clusters Score -1.576884e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135110 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 230602 members 
Mstep: Class 4 contains 12702 members 
Mstep: Class 5 contains 32511 members 
Mstep: Class 6 contains 310346 members 
Mstep: Class 7 contains 98062 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 35844 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 225926 members 
Mstep: Class 12 contains 65381 members 
Mstep: Class 13 contains 19884 members 
Mstep: Class 14 contains 8609 members 
Mstep: Class 15 contains 221178 members 
Mstep: Class 16 contains 17304 members 
Mstep: Class 17 contains 8848 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 7216 members 
Mstep: Class 20 contains 4803 members 
Mstep: Class 21 contains 6585 members 
Mstep: Class 22 contains 102911 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 14139 members 
Mstep: Class 25 contains 5935 members 
Mstep: Class 26 contains 18363 members 
Mstep: Class 27 contains 11441 members 
Mstep: Class 28 contains 9346 members 
Mstep: Class 29 contains 10507 members 
Mstep: Class 30 contains 25453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688480.000000 Penalty: 106611.812500
Iteration 114Q: 31 clusters Score -1.576885e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135098 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 230609 members 
Mstep: Class 4 contains 12702 members 
Mstep: Class 5 contains 32422 members 
Mstep: Class 6 contains 310345 members 
Mstep: Class 7 contains 98064 members 
Mstep: Class 8 contains 7671 members 
Mstep: Class 9 contains 35812 members 
Mstep: Class 10 contains 5542 members 
Mstep: Class 11 contains 225896 members 
Mstep: Class 12 contains 65380 members 
Mstep: Class 13 contains 19887 members 
Mstep: Class 14 contains 8611 members 
Mstep: Class 15 contains 221183 members 
Mstep: Class 16 contains 17301 members 
Mstep: Class 17 contains 8847 members 
Mstep: Class 18 contains 4532 members 
Mstep: Class 19 contains 7214 members 
Mstep: Class 20 contains 4808 members 
Mstep: Class 21 contains 6593 members 
Mstep: Class 22 contains 102907 members 
Mstep: Class 23 contains 5050 members 
Mstep: Class 24 contains 14138 members 
Mstep: Class 25 contains 5934 members 
Mstep: Class 26 contains 18373 members 
Mstep: Class 27 contains 11449 members 
Mstep: Class 28 contains 9347 members 
Mstep: Class 29 contains 10508 members 
Mstep: Class 30 contains 25457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688656.000000 Penalty: 106611.812500
Iteration 115Q: 31 clusters Score -1.576887e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135094 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 230605 members 
Mstep: Class 4 contains 12700 members 
Mstep: Class 5 contains 32362 members 
Mstep: Class 6 contains 310347 members 
Mstep: Class 7 contains 98063 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 35771 members 
Mstep: Class 10 contains 5649 members 
Mstep: Class 11 contains 225873 members 
Mstep: Class 12 contains 65381 members 
Mstep: Class 13 contains 19891 members 
Mstep: Class 14 contains 8613 members 
Mstep: Class 15 contains 221189 members 
Mstep: Class 16 contains 17298 members 
Mstep: Class 17 contains 8846 members 
Mstep: Class 18 contains 4532 members 
Mstep: Class 19 contains 7214 members 
Mstep: Class 20 contains 4806 members 
Mstep: Class 21 contains 6600 members 
Mstep: Class 22 contains 102894 members 
Mstep: Class 23 contains 5059 members 
Mstep: Class 24 contains 14139 members 
Mstep: Class 25 contains 5936 members 
Mstep: Class 26 contains 18377 members 
Mstep: Class 27 contains 11459 members 
Mstep: Class 28 contains 9349 members 
Mstep: Class 29 contains 10510 members 
Mstep: Class 30 contains 25456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688592.000000 Penalty: 106611.812500
Iteration 116Q: 31 clusters Score -1.576886e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135081 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 230596 members 
Mstep: Class 4 contains 12700 members 
Mstep: Class 5 contains 32319 members 
Mstep: Class 6 contains 310348 members 
Mstep: Class 7 contains 98069 members 
Mstep: Class 8 contains 7669 members 
Mstep: Class 9 contains 35730 members 
Mstep: Class 10 contains 5740 members 
Mstep: Class 11 contains 225855 members 
Mstep: Class 12 contains 65380 members 
Mstep: Class 13 contains 19899 members 
Mstep: Class 14 contains 8614 members 
Mstep: Class 15 contains 221193 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 8846 members 
Mstep: Class 18 contains 4532 members 
Mstep: Class 19 contains 7213 members 
Mstep: Class 20 contains 4808 members 
Mstep: Class 21 contains 6601 members 
Mstep: Class 22 contains 102886 members 
Mstep: Class 23 contains 5074 members 
Mstep: Class 24 contains 14136 members 
Mstep: Class 25 contains 5938 members 
Mstep: Class 26 contains 18382 members 
Mstep: Class 27 contains 11465 members 
Mstep: Class 28 contains 9351 members 
Mstep: Class 29 contains 10511 members 
Mstep: Class 30 contains 25453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688496.000000 Penalty: 106611.812500
Iteration 117Q: 31 clusters Score -1.576885e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135064 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 230583 members 
Mstep: Class 4 contains 12702 members 
Mstep: Class 5 contains 32274 members 
Mstep: Class 6 contains 310357 members 
Mstep: Class 7 contains 98072 members 
Mstep: Class 8 contains 7669 members 
Mstep: Class 9 contains 35685 members 
Mstep: Class 10 contains 5815 members 
Mstep: Class 11 contains 225831 members 
Mstep: Class 12 contains 65383 members 
Mstep: Class 13 contains 19908 members 
Mstep: Class 14 contains 8617 members 
Mstep: Class 15 contains 221197 members 
Mstep: Class 16 contains 17296 members 
Mstep: Class 17 contains 8846 members 
Mstep: Class 18 contains 4532 members 
Mstep: Class 19 contains 7213 members 
Mstep: Class 20 contains 4812 members 
Mstep: Class 21 contains 6599 members 
Mstep: Class 22 contains 102887 members 
Mstep: Class 23 contains 5091 members 
Mstep: Class 24 contains 14135 members 
Mstep: Class 25 contains 5938 members 
Mstep: Class 26 contains 18385 members 
Mstep: Class 27 contains 11472 members 
Mstep: Class 28 contains 9350 members 
Mstep: Class 29 contains 10515 members 
Mstep: Class 30 contains 25458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688560.000000 Penalty: 106611.812500
Iteration 118Q: 31 clusters Score -1.576886e+08 nChanged 309
Entering ConstructFrom: 
Score: -157688560.000000 Penalty: 106611.812500
Entering ConstructFrom: 
Trying to split cluster 1 (135047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135047 members 
Entering Unmasked Estep 
Score: -13085310.000000 Penalty: 2929.717773
	Iteration 0F: 2 clusters Score -1.308531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -12995020.000000 Penalty: 5859.435547
	Iteration 0F: 3 clusters Score -1.299502e+07 nChanged 64405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 70154 members 
Entering Unmasked Estep 
Score: -13031578.000000 Penalty: 5859.435547
	Iteration 1F: 3 clusters Score -1.303158e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63307 members 
Mstep: Class 2 contains 71740 members 
Entering Unmasked Estep 
Score: -13032565.000000 Penalty: 5859.435547
	Iteration 2Q: 3 clusters Score -1.303256e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -13033851.000000 Penalty: 5859.435547
	Iteration 3Q: 3 clusters Score -1.303385e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 78055 members 
Entering Unmasked Estep 
Score: -13035822.000000 Penalty: 5859.435547
	Iteration 4Q: 3 clusters Score -1.303582e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 83643 members 
Entering Unmasked Estep 
Score: -13038899.000000 Penalty: 5859.435547
	Iteration 5Q: 3 clusters Score -1.30389e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 91477 members 
Entering Unmasked Estep 
Score: -13044312.000000 Penalty: 5859.435547
	Iteration 6F: 3 clusters Score -1.304431e+07 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 101130 members 
Entering Unmasked Estep 
Score: -13052130.000000 Penalty: 5859.435547
	Iteration 7F: 3 clusters Score -1.305213e+07 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 111537 members 
Entering Unmasked Estep 
Score: -13061593.000000 Penalty: 5859.435547
	Iteration 8F: 3 clusters Score -1.306159e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 120630 members 
Entering Unmasked Estep 
Score: -13070165.000000 Penalty: 5859.435547
	Iteration 9F: 3 clusters Score -1.307016e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 127227 members 
Entering Unmasked Estep 
Score: -13076127.000000 Penalty: 5859.435547
	Iteration 10Q: 3 clusters Score -1.307613e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 131038 members 
Entering Unmasked Estep 
Score: -13079650.000000 Penalty: 5859.435547
	Iteration 11Q: 3 clusters Score -1.307965e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 132972 members 
Entering Unmasked Estep 
Score: -13081228.000000 Penalty: 5859.435547
	Iteration 12Q: 3 clusters Score -1.308123e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 133874 members 
Entering Unmasked Estep 
Score: -13081934.000000 Penalty: 5859.435547
	Iteration 13Q: 3 clusters Score -1.308193e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 134258 members 
Entering Unmasked Estep 
Score: -13082292.000000 Penalty: 5859.435547
	Iteration 14Q: 3 clusters Score -1.308229e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 134431 members 
Entering Unmasked Estep 
Score: -13082451.000000 Penalty: 5859.435547
	Iteration 15Q: 3 clusters Score -1.308245e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 134521 members 
Entering Unmasked Estep 
Score: -13082581.000000 Penalty: 5859.435547
	Iteration 16Q: 3 clusters Score -1.308258e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 134582 members 
Entering Unmasked Estep 
Score: -13082654.000000 Penalty: 5859.435547
	Iteration 17Q: 3 clusters Score -1.308265e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 134615 members 
Entering Unmasked Estep 
Score: -13082685.000000 Penalty: 5859.435547
	Iteration 18Q: 3 clusters Score -1.308268e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 134637 members 
Entering Unmasked Estep 
Score: -13082714.000000 Penalty: 5859.435547
	Iteration 19Q: 3 clusters Score -1.308271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 134652 members 
Entering Unmasked Estep 
Score: -13082736.000000 Penalty: 5859.435547
	Iteration 20F: 3 clusters Score -1.308274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 134666 members 
Entering Unmasked Estep 
Score: -13082762.000000 Penalty: 5859.435547
	Iteration 21Q: 3 clusters Score -1.308276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 134675 members 
Entering Unmasked Estep 
Score: -13082780.000000 Penalty: 5859.435547
	Iteration 22Q: 3 clusters Score -1.308278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 134679 members 
Entering Unmasked Estep 
Score: -13082773.000000 Penalty: 5859.435547
	Iteration 23Q: 3 clusters Score -1.308277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 134683 members 
Entering Unmasked Estep 
Score: -13082790.000000 Penalty: 5859.435547
	Iteration 24Q: 3 clusters Score -1.308279e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 134684 members 
Entering Unmasked Estep 
Score: -13082795.000000 Penalty: 5859.435547
	Iteration 25Q: 3 clusters Score -1.30828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 134684 members 
Entering Unmasked Estep 
Score: -13082801.000000 Penalty: 5859.435547
	Iteration 26Q: 3 clusters Score -1.30828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 134685 members 
Entering Unmasked Estep 
Score: -13082804.000000 Penalty: 5859.435547
	Iteration 27Q: 3 clusters Score -1.30828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 134684 members 
Entering Unmasked Estep 
Score: -13082796.000000 Penalty: 5859.435547
	Iteration 28Q: 3 clusters Score -1.30828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 134684 members 
Entering Unmasked Estep 
Score: -13082801.000000 Penalty: 5859.435547
	Iteration 29Q: 3 clusters Score -1.30828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 134685 members 
Entering Unmasked Estep 
Score: -13082800.000000 Penalty: 5859.435547
	Iteration 30Q: 3 clusters Score -1.30828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 134684 members 
Entering Unmasked Estep 
Score: -13082800.000000 Penalty: 5859.435547
	Iteration 31Q: 3 clusters Score -1.30828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 134684 members 
Entering Unmasked Estep 
Score: -13082800.000000 Penalty: 5859.435547
	Iteration 32F: 3 clusters Score -1.30828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Entering Unmasked Estep 
Score: -1017295.875000 Penalty: 2291.904053
	Iteration 0F: 2 clusters Score -1017296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1009404.375000 Penalty: 4583.808105
	Iteration 0F: 3 clusters Score -1009404 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1011690.000000 Penalty: 4583.808105
	Iteration 1F: 3 clusters Score -1011690 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1011951.812500 Penalty: 4583.808105
	Iteration 2F: 3 clusters Score -1011952 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1012116.875000 Penalty: 4583.808105
	Iteration 3Q: 3 clusters Score -1012117 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1012246.750000 Penalty: 4583.808105
	Iteration 4Q: 3 clusters Score -1012247 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1012377.812500 Penalty: 4583.808105
	Iteration 5Q: 3 clusters Score -1012378 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1012525.312500 Penalty: 4583.808105
	Iteration 6Q: 3 clusters Score -1012525 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1012707.562500 Penalty: 4583.808105
	Iteration 7Q: 3 clusters Score -1012708 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1012912.250000 Penalty: 4583.808105
	Iteration 8Q: 3 clusters Score -1012912 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1013128.750000 Penalty: 4583.808105
	Iteration 9Q: 3 clusters Score -1013129 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1013408.562500 Penalty: 4583.808105
	Iteration 10Q: 3 clusters Score -1013409 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1013725.625000 Penalty: 4583.808105
	Iteration 11Q: 3 clusters Score -1013726 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1014062.562500 Penalty: 4583.808105
	Iteration 12Q: 3 clusters Score -1014063 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1014361.062500 Penalty: 4583.808105
	Iteration 13Q: 3 clusters Score -1014361 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1014620.937500 Penalty: 4583.808105
	Iteration 14Q: 3 clusters Score -1014621 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1014808.750000 Penalty: 4583.808105
	Iteration 15Q: 3 clusters Score -1014809 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1014936.250000 Penalty: 4583.808105
	Iteration 16Q: 3 clusters Score -1014936 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1015037.562500 Penalty: 4583.808105
	Iteration 17Q: 3 clusters Score -1015038 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1015109.562500 Penalty: 4583.808105
	Iteration 18Q: 3 clusters Score -1015110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1015149.562500 Penalty: 4583.808105
	Iteration 19Q: 3 clusters Score -1015150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1015174.000000 Penalty: 4583.808105
	Iteration 20F: 3 clusters Score -1015174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1015198.312500 Penalty: 4583.808105
	Iteration 21Q: 3 clusters Score -1015198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1015212.812500 Penalty: 4583.808105
	Iteration 22Q: 3 clusters Score -1015213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1015224.687500 Penalty: 4583.808105
	Iteration 23Q: 3 clusters Score -1015225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1015233.500000 Penalty: 4583.808105
	Iteration 24Q: 3 clusters Score -1015234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1015244.875000 Penalty: 4583.808105
	Iteration 25Q: 3 clusters Score -1015245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1015258.937500 Penalty: 4583.808105
	Iteration 26Q: 3 clusters Score -1015259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1015267.000000 Penalty: 4583.808105
	Iteration 27Q: 3 clusters Score -1015267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1015277.812500 Penalty: 4583.808105
	Iteration 28Q: 3 clusters Score -1015278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1015283.937500 Penalty: 4583.808105
	Iteration 29Q: 3 clusters Score -1015284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1015284.750000 Penalty: 4583.808105
	Iteration 30Q: 3 clusters Score -1015285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1015285.125000 Penalty: 4583.808105
	Iteration 31Q: 3 clusters Score -1015285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1015285.125000 Penalty: 4583.808105
	Iteration 32F: 3 clusters Score -1015285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (230564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230564 members 
Entering Unmasked Estep 
Score: -22677788.000000 Penalty: 3062.374268
	Iteration 0F: 2 clusters Score -2.267779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115564 members 
Mstep: Class 2 contains 115000 members 
Entering Unmasked Estep 
Score: -22523384.000000 Penalty: 6124.748535
	Iteration 0F: 3 clusters Score -2.252338e+07 nChanged 111245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120773 members 
Mstep: Class 2 contains 109791 members 
Entering Unmasked Estep 
Score: -22588720.000000 Penalty: 6124.748535
	Iteration 1F: 3 clusters Score -2.258872e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123322 members 
Mstep: Class 2 contains 107242 members 
Entering Unmasked Estep 
Score: -22589736.000000 Penalty: 6124.748535
	Iteration 2Q: 3 clusters Score -2.258974e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127355 members 
Mstep: Class 2 contains 103209 members 
Entering Unmasked Estep 
Score: -22591106.000000 Penalty: 6124.748535
	Iteration 3Q: 3 clusters Score -2.259111e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133476 members 
Mstep: Class 2 contains 97088 members 
Entering Unmasked Estep 
Score: -22593656.000000 Penalty: 6124.748535
	Iteration 4Q: 3 clusters Score -2.259366e+07 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142615 members 
Mstep: Class 2 contains 87949 members 
Entering Unmasked Estep 
Score: -22598460.000000 Penalty: 6124.748535
	Iteration 5Q: 3 clusters Score -2.259846e+07 nChanged 13772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156065 members 
Mstep: Class 2 contains 74499 members 
Entering Unmasked Estep 
Score: -22606696.000000 Penalty: 6124.748535
	Iteration 6F: 3 clusters Score -2.26067e+07 nChanged 18651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174594 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -22621488.000000 Penalty: 6124.748535
	Iteration 7F: 3 clusters Score -2.262149e+07 nChanged 21244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195772 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -22641742.000000 Penalty: 6124.748535
	Iteration 8F: 3 clusters Score -2.264174e+07 nChanged 17992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213742 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -22659452.000000 Penalty: 6124.748535
	Iteration 9F: 3 clusters Score -2.265945e+07 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224123 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -22669632.000000 Penalty: 6124.748535
	Iteration 10Q: 3 clusters Score -2.266963e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228063 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -22673354.000000 Penalty: 6124.748535
	Iteration 11Q: 3 clusters Score -2.267335e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229262 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -22674650.000000 Penalty: 6124.748535
	Iteration 12Q: 3 clusters Score -2.267465e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229575 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -22675142.000000 Penalty: 6124.748535
	Iteration 13Q: 3 clusters Score -2.267514e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229663 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -22675360.000000 Penalty: 6124.748535
	Iteration 14Q: 3 clusters Score -2.267536e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229680 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -22675436.000000 Penalty: 6124.748535
	Iteration 15Q: 3 clusters Score -2.267544e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229672 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -22675548.000000 Penalty: 6124.748535
	Iteration 16Q: 3 clusters Score -2.267555e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229664 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -22675584.000000 Penalty: 6124.748535
	Iteration 17Q: 3 clusters Score -2.267558e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229658 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -22675604.000000 Penalty: 6124.748535
	Iteration 18Q: 3 clusters Score -2.26756e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229647 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -22675640.000000 Penalty: 6124.748535
	Iteration 19Q: 3 clusters Score -2.267564e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229641 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -22675638.000000 Penalty: 6124.748535
	Iteration 20F: 3 clusters Score -2.267564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229636 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -22675638.000000 Penalty: 6124.748535
	Iteration 21Q: 3 clusters Score -2.267564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229634 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -22675668.000000 Penalty: 6124.748535
	Iteration 22Q: 3 clusters Score -2.267567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229636 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -22675664.000000 Penalty: 6124.748535
	Iteration 23Q: 3 clusters Score -2.267566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229636 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -22675656.000000 Penalty: 6124.748535
	Iteration 24Q: 3 clusters Score -2.267566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229637 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -22675662.000000 Penalty: 6124.748535
	Iteration 25Q: 3 clusters Score -2.267566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229638 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -22675662.000000 Penalty: 6124.748535
	Iteration 26Q: 3 clusters Score -2.267566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229639 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -22675678.000000 Penalty: 6124.748535
	Iteration 27Q: 3 clusters Score -2.267568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229638 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -22675674.000000 Penalty: 6124.748535
	Iteration 28Q: 3 clusters Score -2.267567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229635 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -22675666.000000 Penalty: 6124.748535
	Iteration 29Q: 3 clusters Score -2.267567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229632 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -22675670.000000 Penalty: 6124.748535
	Iteration 30Q: 3 clusters Score -2.267567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229629 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -22675676.000000 Penalty: 6124.748535
	Iteration 31Q: 3 clusters Score -2.267568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229626 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -22675674.000000 Penalty: 6124.748535
	Iteration 32Q: 3 clusters Score -2.267567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229623 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -22675678.000000 Penalty: 6124.748535
	Iteration 33Q: 3 clusters Score -2.267568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229621 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -22675682.000000 Penalty: 6124.748535
	Iteration 34Q: 3 clusters Score -2.267568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229622 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -22675676.000000 Penalty: 6124.748535
	Iteration 35Q: 3 clusters Score -2.267568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229623 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -22675670.000000 Penalty: 6124.748535
	Iteration 36Q: 3 clusters Score -2.267567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229623 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -22675670.000000 Penalty: 6124.748535
	Iteration 37F: 3 clusters Score -2.267567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Entering Unmasked Estep 
Score: -1199588.500000 Penalty: 2343.557861
	Iteration 0F: 2 clusters Score -1199588 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 6328 members 
Entering Unmasked Estep 
Score: -1190294.500000 Penalty: 4687.115723
	Iteration 0F: 3 clusters Score -1190294 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1193093.750000 Penalty: 4687.115723
	Iteration 1F: 3 clusters Score -1193094 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1193538.750000 Penalty: 4687.115723
	Iteration 2F: 3 clusters Score -1193539 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1193898.375000 Penalty: 4687.115723
	Iteration 3F: 3 clusters Score -1193898 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1194268.000000 Penalty: 4687.115723
	Iteration 4Q: 3 clusters Score -1194268 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1194690.125000 Penalty: 4687.115723
	Iteration 5F: 3 clusters Score -1194690 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1195171.250000 Penalty: 4687.115723
	Iteration 6F: 3 clusters Score -1195171 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1195748.125000 Penalty: 4687.115723
	Iteration 7F: 3 clusters Score -1195748 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1196446.000000 Penalty: 4687.115723
	Iteration 8F: 3 clusters Score -1196446 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1197169.750000 Penalty: 4687.115723
	Iteration 9F: 3 clusters Score -1197170 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1197837.000000 Penalty: 4687.115723
	Iteration 10F: 3 clusters Score -1197837 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1198312.375000 Penalty: 4687.115723
	Iteration 11Q: 3 clusters Score -1198312 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1198597.000000 Penalty: 4687.115723
	Iteration 12Q: 3 clusters Score -1198597 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1198749.375000 Penalty: 4687.115723
	Iteration 13Q: 3 clusters Score -1198749 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1198835.000000 Penalty: 4687.115723
	Iteration 14Q: 3 clusters Score -1198835 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1198875.125000 Penalty: 4687.115723
	Iteration 15Q: 3 clusters Score -1198875 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1198892.500000 Penalty: 4687.115723
	Iteration 16Q: 3 clusters Score -1198892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1198902.875000 Penalty: 4687.115723
	Iteration 17Q: 3 clusters Score -1198903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1198915.000000 Penalty: 4687.115723
	Iteration 18Q: 3 clusters Score -1198915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1198923.250000 Penalty: 4687.115723
	Iteration 19Q: 3 clusters Score -1198923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1198932.250000 Penalty: 4687.115723
	Iteration 20F: 3 clusters Score -1198932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1198939.125000 Penalty: 4687.115723
	Iteration 21Q: 3 clusters Score -1198939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1198942.000000 Penalty: 4687.115723
	Iteration 22Q: 3 clusters Score -1198942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1198939.750000 Penalty: 4687.115723
	Iteration 23Q: 3 clusters Score -1198940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1198941.375000 Penalty: 4687.115723
	Iteration 24Q: 3 clusters Score -1198941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1198943.500000 Penalty: 4687.115723
	Iteration 25Q: 3 clusters Score -1198944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1198942.375000 Penalty: 4687.115723
	Iteration 26Q: 3 clusters Score -1198942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1198942.375000 Penalty: 4687.115723
	Iteration 27F: 3 clusters Score -1198942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (32247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Entering Unmasked Estep 
Score: -2873074.250000 Penalty: 2574.532715
	Iteration 0F: 2 clusters Score -2873074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2850869.750000 Penalty: 5149.065430
	Iteration 0F: 3 clusters Score -2850870 nChanged 14670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2859611.500000 Penalty: 5149.065430
	Iteration 1F: 3 clusters Score -2859612 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2860690.000000 Penalty: 5149.065430
	Iteration 2F: 3 clusters Score -2860690 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2861882.250000 Penalty: 5149.065430
	Iteration 3F: 3 clusters Score -2861882 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2863104.000000 Penalty: 5149.065430
	Iteration 4F: 3 clusters Score -2863104 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2864174.000000 Penalty: 5149.065430
	Iteration 5F: 3 clusters Score -2864174 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2865048.500000 Penalty: 5149.065430
	Iteration 6F: 3 clusters Score -2865048 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2865736.500000 Penalty: 5149.065430
	Iteration 7Q: 3 clusters Score -2865736 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2866281.500000 Penalty: 5149.065430
	Iteration 8Q: 3 clusters Score -2866282 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2866776.250000 Penalty: 5149.065430
	Iteration 9Q: 3 clusters Score -2866776 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2867297.500000 Penalty: 5149.065430
	Iteration 10Q: 3 clusters Score -2867298 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2867835.250000 Penalty: 5149.065430
	Iteration 11Q: 3 clusters Score -2867835 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2868415.000000 Penalty: 5149.065430
	Iteration 12Q: 3 clusters Score -2868415 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2868909.000000 Penalty: 5149.065430
	Iteration 13Q: 3 clusters Score -2868909 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2869275.250000 Penalty: 5149.065430
	Iteration 14Q: 3 clusters Score -2869275 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2869530.500000 Penalty: 5149.065430
	Iteration 15Q: 3 clusters Score -2869530 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2869713.750000 Penalty: 5149.065430
	Iteration 16Q: 3 clusters Score -2869714 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2869833.250000 Penalty: 5149.065430
	Iteration 17Q: 3 clusters Score -2869833 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2869939.000000 Penalty: 5149.065430
	Iteration 18Q: 3 clusters Score -2869939 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2870034.500000 Penalty: 5149.065430
	Iteration 19Q: 3 clusters Score -2870034 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2870139.250000 Penalty: 5149.065430
	Iteration 20F: 3 clusters Score -2870139 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2870226.000000 Penalty: 5149.065430
	Iteration 21Q: 3 clusters Score -2870226 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2870292.750000 Penalty: 5149.065430
	Iteration 22Q: 3 clusters Score -2870293 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2870373.000000 Penalty: 5149.065430
	Iteration 23Q: 3 clusters Score -2870373 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2870448.250000 Penalty: 5149.065430
	Iteration 24Q: 3 clusters Score -2870448 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2870535.750000 Penalty: 5149.065430
	Iteration 25Q: 3 clusters Score -2870536 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -2870605.500000 Penalty: 5149.065430
	Iteration 26Q: 3 clusters Score -2870606 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -2870675.000000 Penalty: 5149.065430
	Iteration 27Q: 3 clusters Score -2870675 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2870734.000000 Penalty: 5149.065430
	Iteration 28Q: 3 clusters Score -2870734 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2870811.750000 Penalty: 5149.065430
	Iteration 29Q: 3 clusters Score -2870812 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -2870886.500000 Penalty: 5149.065430
	Iteration 30Q: 3 clusters Score -2870886 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -2870983.750000 Penalty: 5149.065430
	Iteration 31Q: 3 clusters Score -2870984 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -2871081.000000 Penalty: 5149.065430
	Iteration 32Q: 3 clusters Score -2871081 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -2871165.000000 Penalty: 5149.065430
	Iteration 33Q: 3 clusters Score -2871165 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -2871251.000000 Penalty: 5149.065430
	Iteration 34Q: 3 clusters Score -2871251 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -2871353.500000 Penalty: 5149.065430
	Iteration 35Q: 3 clusters Score -2871354 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -2871459.500000 Penalty: 5149.065430
	Iteration 36Q: 3 clusters Score -2871460 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -2871565.500000 Penalty: 5149.065430
	Iteration 37Q: 3 clusters Score -2871566 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -2871672.250000 Penalty: 5149.065430
	Iteration 38Q: 3 clusters Score -2871672 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -2871751.250000 Penalty: 5149.065430
	Iteration 39Q: 3 clusters Score -2871751 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -2871840.000000 Penalty: 5149.065430
	Iteration 40F: 3 clusters Score -2871840 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -2871906.750000 Penalty: 5149.065430
	Iteration 41Q: 3 clusters Score -2871907 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -2871971.250000 Penalty: 5149.065430
	Iteration 42Q: 3 clusters Score -2871971 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -2872040.500000 Penalty: 5149.065430
	Iteration 43Q: 3 clusters Score -2872040 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -2872107.000000 Penalty: 5149.065430
	Iteration 44Q: 3 clusters Score -2872107 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -2872161.250000 Penalty: 5149.065430
	Iteration 45Q: 3 clusters Score -2872161 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -2872217.000000 Penalty: 5149.065430
	Iteration 46Q: 3 clusters Score -2872217 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -2872254.250000 Penalty: 5149.065430
	Iteration 47Q: 3 clusters Score -2872254 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -2872292.250000 Penalty: 5149.065430
	Iteration 48Q: 3 clusters Score -2872292 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -2872309.250000 Penalty: 5149.065430
	Iteration 49Q: 3 clusters Score -2872309 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -2872319.250000 Penalty: 5149.065430
	Iteration 50Q: 3 clusters Score -2872319 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -2872340.500000 Penalty: 5149.065430
	Iteration 51Q: 3 clusters Score -2872340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -2872358.750000 Penalty: 5149.065430
	Iteration 52Q: 3 clusters Score -2872359 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -2872365.500000 Penalty: 5149.065430
	Iteration 53Q: 3 clusters Score -2872366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -2872383.500000 Penalty: 5149.065430
	Iteration 54Q: 3 clusters Score -2872384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -2872380.250000 Penalty: 5149.065430
	Iteration 55Q: 3 clusters Score -2872380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -2872371.500000 Penalty: 5149.065430
	Iteration 56Q: 3 clusters Score -2872372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -2872386.500000 Penalty: 5149.065430
	Iteration 57Q: 3 clusters Score -2872386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -2872391.500000 Penalty: 5149.065430
	Iteration 58Q: 3 clusters Score -2872392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -2872390.750000 Penalty: 5149.065430
	Iteration 59Q: 3 clusters Score -2872391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -2872397.750000 Penalty: 5149.065430
	Iteration 60F: 3 clusters Score -2872398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -2872405.500000 Penalty: 5149.065430
	Iteration 61Q: 3 clusters Score -2872406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -2872410.500000 Penalty: 5149.065430
	Iteration 62Q: 3 clusters Score -2872410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -2872407.750000 Penalty: 5149.065430
	Iteration 63Q: 3 clusters Score -2872408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -2872411.750000 Penalty: 5149.065430
	Iteration 64Q: 3 clusters Score -2872412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -2872413.750000 Penalty: 5149.065430
	Iteration 65Q: 3 clusters Score -2872414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -2872417.250000 Penalty: 5149.065430
	Iteration 66Q: 3 clusters Score -2872417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -2872424.500000 Penalty: 5149.065430
	Iteration 67Q: 3 clusters Score -2872424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -2872430.250000 Penalty: 5149.065430
	Iteration 68Q: 3 clusters Score -2872430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -2872443.000000 Penalty: 5149.065430
	Iteration 69Q: 3 clusters Score -2872443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -2872442.000000 Penalty: 5149.065430
	Iteration 70Q: 3 clusters Score -2872442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -2872445.500000 Penalty: 5149.065430
	Iteration 71Q: 3 clusters Score -2872446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -2872449.000000 Penalty: 5149.065430
	Iteration 72Q: 3 clusters Score -2872449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -2872455.000000 Penalty: 5149.065430
	Iteration 73Q: 3 clusters Score -2872455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -2872457.500000 Penalty: 5149.065430
	Iteration 74Q: 3 clusters Score -2872458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -2872458.000000 Penalty: 5149.065430
	Iteration 75Q: 3 clusters Score -2872458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -2872456.750000 Penalty: 5149.065430
	Iteration 76Q: 3 clusters Score -2872457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -2872455.500000 Penalty: 5149.065430
	Iteration 77Q: 3 clusters Score -2872456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -2872457.500000 Penalty: 5149.065430
	Iteration 78Q: 3 clusters Score -2872458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -2872459.000000 Penalty: 5149.065430
	Iteration 79Q: 3 clusters Score -2872459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -2872466.250000 Penalty: 5149.065430
	Iteration 80F: 3 clusters Score -2872466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -2872466.750000 Penalty: 5149.065430
	Iteration 81Q: 3 clusters Score -2872467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -2872473.250000 Penalty: 5149.065430
	Iteration 82Q: 3 clusters Score -2872473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -2872469.250000 Penalty: 5149.065430
	Iteration 83Q: 3 clusters Score -2872469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -2872470.500000 Penalty: 5149.065430
	Iteration 84Q: 3 clusters Score -2872470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -2872464.750000 Penalty: 5149.065430
	Iteration 85Q: 3 clusters Score -2872465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -2872468.750000 Penalty: 5149.065430
	Iteration 86Q: 3 clusters Score -2872469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -2872468.750000 Penalty: 5149.065430
	Iteration 87Q: 3 clusters Score -2872469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -2872468.750000 Penalty: 5149.065430
	Iteration 88Q: 3 clusters Score -2872469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -2872466.750000 Penalty: 5149.065430
	Iteration 89Q: 3 clusters Score -2872467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -2872469.000000 Penalty: 5149.065430
	Iteration 90Q: 3 clusters Score -2872469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -2872467.250000 Penalty: 5149.065430
	Iteration 91Q: 3 clusters Score -2872467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -2872466.750000 Penalty: 5149.065430
	Iteration 92Q: 3 clusters Score -2872467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -2872472.250000 Penalty: 5149.065430
	Iteration 93Q: 3 clusters Score -2872472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -2872471.250000 Penalty: 5149.065430
	Iteration 94Q: 3 clusters Score -2872471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -2872473.000000 Penalty: 5149.065430
	Iteration 95Q: 3 clusters Score -2872473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -2872473.250000 Penalty: 5149.065430
	Iteration 96Q: 3 clusters Score -2872473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -2872473.250000 Penalty: 5149.065430
	Iteration 97F: 3 clusters Score -2872473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (310371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310371 members 
Entering Unmasked Estep 
Score: -30378796.000000 Penalty: 3136.089844
	Iteration 0F: 2 clusters Score -3.03788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155048 members 
Mstep: Class 2 contains 155323 members 
Entering Unmasked Estep 
Score: -30180580.000000 Penalty: 6272.179688
	Iteration 0F: 3 clusters Score -3.018058e+07 nChanged 150850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153124 members 
Mstep: Class 2 contains 157247 members 
Entering Unmasked Estep 
Score: -30269786.000000 Penalty: 6272.179688
	Iteration 1F: 3 clusters Score -3.026979e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152105 members 
Mstep: Class 2 contains 158266 members 
Entering Unmasked Estep 
Score: -30270918.000000 Penalty: 6272.179688
	Iteration 2Q: 3 clusters Score -3.027092e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150568 members 
Mstep: Class 2 contains 159803 members 
Entering Unmasked Estep 
Score: -30272304.000000 Penalty: 6272.179688
	Iteration 3Q: 3 clusters Score -3.02723e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148348 members 
Mstep: Class 2 contains 162023 members 
Entering Unmasked Estep 
Score: -30273878.000000 Penalty: 6272.179688
	Iteration 4Q: 3 clusters Score -3.027388e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144916 members 
Mstep: Class 2 contains 165455 members 
Entering Unmasked Estep 
Score: -30276044.000000 Penalty: 6272.179688
	Iteration 5Q: 3 clusters Score -3.027604e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139802 members 
Mstep: Class 2 contains 170569 members 
Entering Unmasked Estep 
Score: -30278798.000000 Penalty: 6272.179688
	Iteration 6Q: 3 clusters Score -3.02788e+07 nChanged 10915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132499 members 
Mstep: Class 2 contains 177872 members 
Entering Unmasked Estep 
Score: -30282688.000000 Penalty: 6272.179688
	Iteration 7Q: 3 clusters Score -3.028269e+07 nChanged 13010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122177 members 
Mstep: Class 2 contains 188194 members 
Entering Unmasked Estep 
Score: -30287820.000000 Penalty: 6272.179688
	Iteration 8Q: 3 clusters Score -3.028782e+07 nChanged 16023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108058 members 
Mstep: Class 2 contains 202313 members 
Entering Unmasked Estep 
Score: -30295944.000000 Penalty: 6272.179688
	Iteration 9F: 3 clusters Score -3.029594e+07 nChanged 19270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89824 members 
Mstep: Class 2 contains 220547 members 
Entering Unmasked Estep 
Score: -30307378.000000 Penalty: 6272.179688
	Iteration 10F: 3 clusters Score -3.030738e+07 nChanged 21428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 241583 members 
Entering Unmasked Estep 
Score: -30322038.000000 Penalty: 6272.179688
	Iteration 11F: 3 clusters Score -3.032204e+07 nChanged 20959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 262362 members 
Entering Unmasked Estep 
Score: -30338168.000000 Penalty: 6272.179688
	Iteration 12F: 3 clusters Score -3.033817e+07 nChanged 17346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 279650 members 
Entering Unmasked Estep 
Score: -30352012.000000 Penalty: 6272.179688
	Iteration 13F: 3 clusters Score -3.035201e+07 nChanged 12165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 291771 members 
Entering Unmasked Estep 
Score: -30361684.000000 Penalty: 6272.179688
	Iteration 14Q: 3 clusters Score -3.036168e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 299348 members 
Entering Unmasked Estep 
Score: -30367976.000000 Penalty: 6272.179688
	Iteration 15Q: 3 clusters Score -3.036798e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 303698 members 
Entering Unmasked Estep 
Score: -30371254.000000 Penalty: 6272.179688
	Iteration 16Q: 3 clusters Score -3.037125e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 306136 members 
Entering Unmasked Estep 
Score: -30373246.000000 Penalty: 6272.179688
	Iteration 17Q: 3 clusters Score -3.037325e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 307431 members 
Entering Unmasked Estep 
Score: -30374246.000000 Penalty: 6272.179688
	Iteration 18Q: 3 clusters Score -3.037425e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 308142 members 
Entering Unmasked Estep 
Score: -30374838.000000 Penalty: 6272.179688
	Iteration 19Q: 3 clusters Score -3.037484e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 308577 members 
Entering Unmasked Estep 
Score: -30375226.000000 Penalty: 6272.179688
	Iteration 20F: 3 clusters Score -3.037523e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 308873 members 
Entering Unmasked Estep 
Score: -30375422.000000 Penalty: 6272.179688
	Iteration 21Q: 3 clusters Score -3.037542e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 309062 members 
Entering Unmasked Estep 
Score: -30375568.000000 Penalty: 6272.179688
	Iteration 22Q: 3 clusters Score -3.037557e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 309179 members 
Entering Unmasked Estep 
Score: -30375720.000000 Penalty: 6272.179688
	Iteration 23Q: 3 clusters Score -3.037572e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 309257 members 
Entering Unmasked Estep 
Score: -30375778.000000 Penalty: 6272.179688
	Iteration 24Q: 3 clusters Score -3.037578e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 309319 members 
Entering Unmasked Estep 
Score: -30375918.000000 Penalty: 6272.179688
	Iteration 25Q: 3 clusters Score -3.037592e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 309361 members 
Entering Unmasked Estep 
Score: -30375970.000000 Penalty: 6272.179688
	Iteration 26Q: 3 clusters Score -3.037597e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 309388 members 
Entering Unmasked Estep 
Score: -30376006.000000 Penalty: 6272.179688
	Iteration 27Q: 3 clusters Score -3.037601e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 309403 members 
Entering Unmasked Estep 
Score: -30376038.000000 Penalty: 6272.179688
	Iteration 28Q: 3 clusters Score -3.037604e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 309414 members 
Entering Unmasked Estep 
Score: -30376026.000000 Penalty: 6272.179688
	Iteration 29Q: 3 clusters Score -3.037603e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 309432 members 
Entering Unmasked Estep 
Score: -30376040.000000 Penalty: 6272.179688
	Iteration 30Q: 3 clusters Score -3.037604e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 309452 members 
Entering Unmasked Estep 
Score: -30376072.000000 Penalty: 6272.179688
	Iteration 31Q: 3 clusters Score -3.037607e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 309465 members 
Entering Unmasked Estep 
Score: -30376090.000000 Penalty: 6272.179688
	Iteration 32Q: 3 clusters Score -3.037609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 309472 members 
Entering Unmasked Estep 
Score: -30376122.000000 Penalty: 6272.179688
	Iteration 33Q: 3 clusters Score -3.037612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 309474 members 
Entering Unmasked Estep 
Score: -30376108.000000 Penalty: 6272.179688
	Iteration 34Q: 3 clusters Score -3.037611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 309478 members 
Entering Unmasked Estep 
Score: -30376112.000000 Penalty: 6272.179688
	Iteration 35Q: 3 clusters Score -3.037611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 309484 members 
Entering Unmasked Estep 
Score: -30376122.000000 Penalty: 6272.179688
	Iteration 36Q: 3 clusters Score -3.037612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 309492 members 
Entering Unmasked Estep 
Score: -30376136.000000 Penalty: 6272.179688
	Iteration 37Q: 3 clusters Score -3.037614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 309491 members 
Entering Unmasked Estep 
Score: -30376122.000000 Penalty: 6272.179688
	Iteration 38Q: 3 clusters Score -3.037612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 309492 members 
Entering Unmasked Estep 
Score: -30376130.000000 Penalty: 6272.179688
	Iteration 39Q: 3 clusters Score -3.037613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 309494 members 
Entering Unmasked Estep 
Score: -30376118.000000 Penalty: 6272.179688
	Iteration 40F: 3 clusters Score -3.037612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 309498 members 
Entering Unmasked Estep 
Score: -30376116.000000 Penalty: 6272.179688
	Iteration 41Q: 3 clusters Score -3.037612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 309500 members 
Entering Unmasked Estep 
Score: -30376116.000000 Penalty: 6272.179688
	Iteration 42Q: 3 clusters Score -3.037612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 309501 members 
Entering Unmasked Estep 
Score: -30376118.000000 Penalty: 6272.179688
	Iteration 43Q: 3 clusters Score -3.037612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 309501 members 
Entering Unmasked Estep 
Score: -30376132.000000 Penalty: 6272.179688
	Iteration 44Q: 3 clusters Score -3.037613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 309500 members 
Entering Unmasked Estep 
Score: -30376144.000000 Penalty: 6272.179688
	Iteration 45Q: 3 clusters Score -3.037614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 309503 members 
Entering Unmasked Estep 
Score: -30376140.000000 Penalty: 6272.179688
	Iteration 46Q: 3 clusters Score -3.037614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 309507 members 
Entering Unmasked Estep 
Score: -30376148.000000 Penalty: 6272.179688
	Iteration 47Q: 3 clusters Score -3.037615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 309509 members 
Entering Unmasked Estep 
Score: -30376140.000000 Penalty: 6272.179688
	Iteration 48Q: 3 clusters Score -3.037614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 309513 members 
Entering Unmasked Estep 
Score: -30376150.000000 Penalty: 6272.179688
	Iteration 49Q: 3 clusters Score -3.037615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 309515 members 
Entering Unmasked Estep 
Score: -30376156.000000 Penalty: 6272.179688
	Iteration 50Q: 3 clusters Score -3.037616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 309518 members 
Entering Unmasked Estep 
Score: -30376166.000000 Penalty: 6272.179688
	Iteration 51Q: 3 clusters Score -3.037617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 309520 members 
Entering Unmasked Estep 
Score: -30376172.000000 Penalty: 6272.179688
	Iteration 52Q: 3 clusters Score -3.037617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 309519 members 
Entering Unmasked Estep 
Score: -30376166.000000 Penalty: 6272.179688
	Iteration 53Q: 3 clusters Score -3.037617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 309521 members 
Entering Unmasked Estep 
Score: -30376170.000000 Penalty: 6272.179688
	Iteration 54Q: 3 clusters Score -3.037617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 309524 members 
Entering Unmasked Estep 
Score: -30376170.000000 Penalty: 6272.179688
	Iteration 55Q: 3 clusters Score -3.037617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 309528 members 
Entering Unmasked Estep 
Score: -30376198.000000 Penalty: 6272.179688
	Iteration 56Q: 3 clusters Score -3.03762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 309531 members 
Entering Unmasked Estep 
Score: -30376174.000000 Penalty: 6272.179688
	Iteration 57Q: 3 clusters Score -3.037617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 309533 members 
Entering Unmasked Estep 
Score: -30376184.000000 Penalty: 6272.179688
	Iteration 58Q: 3 clusters Score -3.037618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 309534 members 
Entering Unmasked Estep 
Score: -30376190.000000 Penalty: 6272.179688
	Iteration 59Q: 3 clusters Score -3.037619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 309537 members 
Entering Unmasked Estep 
Score: -30376198.000000 Penalty: 6272.179688
	Iteration 60F: 3 clusters Score -3.03762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 309542 members 
Entering Unmasked Estep 
Score: -30376210.000000 Penalty: 6272.179688
	Iteration 61Q: 3 clusters Score -3.037621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 309550 members 
Entering Unmasked Estep 
Score: -30376206.000000 Penalty: 6272.179688
	Iteration 62Q: 3 clusters Score -3.037621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 309557 members 
Entering Unmasked Estep 
Score: -30376200.000000 Penalty: 6272.179688
	Iteration 63Q: 3 clusters Score -3.03762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 309560 members 
Entering Unmasked Estep 
Score: -30376214.000000 Penalty: 6272.179688
	Iteration 64Q: 3 clusters Score -3.037621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 309560 members 
Entering Unmasked Estep 
Score: -30376212.000000 Penalty: 6272.179688
	Iteration 65Q: 3 clusters Score -3.037621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 309562 members 
Entering Unmasked Estep 
Score: -30376212.000000 Penalty: 6272.179688
	Iteration 66Q: 3 clusters Score -3.037621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 309566 members 
Entering Unmasked Estep 
Score: -30376226.000000 Penalty: 6272.179688
	Iteration 67Q: 3 clusters Score -3.037623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 309570 members 
Entering Unmasked Estep 
Score: -30376222.000000 Penalty: 6272.179688
	Iteration 68Q: 3 clusters Score -3.037622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 309571 members 
Entering Unmasked Estep 
Score: -30376230.000000 Penalty: 6272.179688
	Iteration 69Q: 3 clusters Score -3.037623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 309572 members 
Entering Unmasked Estep 
Score: -30376224.000000 Penalty: 6272.179688
	Iteration 70Q: 3 clusters Score -3.037622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 309574 members 
Entering Unmasked Estep 
Score: -30376230.000000 Penalty: 6272.179688
	Iteration 71Q: 3 clusters Score -3.037623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 309577 members 
Entering Unmasked Estep 
Score: -30376236.000000 Penalty: 6272.179688
	Iteration 72Q: 3 clusters Score -3.037624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 309580 members 
Entering Unmasked Estep 
Score: -30376244.000000 Penalty: 6272.179688
	Iteration 73Q: 3 clusters Score -3.037624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 309584 members 
Entering Unmasked Estep 
Score: -30376234.000000 Penalty: 6272.179688
	Iteration 74Q: 3 clusters Score -3.037623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 309585 members 
Entering Unmasked Estep 
Score: -30376244.000000 Penalty: 6272.179688
	Iteration 75Q: 3 clusters Score -3.037624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 309585 members 
Entering Unmasked Estep 
Score: -30376244.000000 Penalty: 6272.179688
	Iteration 76F: 3 clusters Score -3.037624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (98075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98075 members 
Entering Unmasked Estep 
Score: -9452154.000000 Penalty: 2850.384766
	Iteration 0F: 2 clusters Score -9452154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -9386369.000000 Penalty: 5700.769531
	Iteration 0F: 3 clusters Score -9386369 nChanged 46695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -9413440.000000 Penalty: 5700.769531
	Iteration 1F: 3 clusters Score -9413440 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -9414524.000000 Penalty: 5700.769531
	Iteration 2Q: 3 clusters Score -9414524 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -9416071.000000 Penalty: 5700.769531
	Iteration 3Q: 3 clusters Score -9416071 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -9418495.000000 Penalty: 5700.769531
	Iteration 4F: 3 clusters Score -9418495 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67832 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -9422704.000000 Penalty: 5700.769531
	Iteration 5F: 3 clusters Score -9422704 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75221 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -9428998.000000 Penalty: 5700.769531
	Iteration 6F: 3 clusters Score -9428998 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82924 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -9436374.000000 Penalty: 5700.769531
	Iteration 7F: 3 clusters Score -9436374 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89072 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -9442492.000000 Penalty: 5700.769531
	Iteration 8F: 3 clusters Score -9442492 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92777 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -9446366.000000 Penalty: 5700.769531
	Iteration 9Q: 3 clusters Score -9446366 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94550 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -9448124.000000 Penalty: 5700.769531
	Iteration 10Q: 3 clusters Score -9448124 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95414 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -9448883.000000 Penalty: 5700.769531
	Iteration 11Q: 3 clusters Score -9448883 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95911 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -9449273.000000 Penalty: 5700.769531
	Iteration 12Q: 3 clusters Score -9449273 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96232 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -9449533.000000 Penalty: 5700.769531
	Iteration 13Q: 3 clusters Score -9449533 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96448 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -9449633.000000 Penalty: 5700.769531
	Iteration 14Q: 3 clusters Score -9449633 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96596 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -9449762.000000 Penalty: 5700.769531
	Iteration 15Q: 3 clusters Score -9449762 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96701 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -9449819.000000 Penalty: 5700.769531
	Iteration 16Q: 3 clusters Score -9449819 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96764 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -9449858.000000 Penalty: 5700.769531
	Iteration 17Q: 3 clusters Score -9449858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96809 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -9449881.000000 Penalty: 5700.769531
	Iteration 18Q: 3 clusters Score -9449881 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96839 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -9449890.000000 Penalty: 5700.769531
	Iteration 19Q: 3 clusters Score -9449890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96867 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9449907.000000 Penalty: 5700.769531
	Iteration 20F: 3 clusters Score -9449907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96883 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9449922.000000 Penalty: 5700.769531
	Iteration 21Q: 3 clusters Score -9449922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9449944.000000 Penalty: 5700.769531
	Iteration 22Q: 3 clusters Score -9449944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96929 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9449960.000000 Penalty: 5700.769531
	Iteration 23Q: 3 clusters Score -9449960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96947 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -9449969.000000 Penalty: 5700.769531
	Iteration 24Q: 3 clusters Score -9449969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96955 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9449969.000000 Penalty: 5700.769531
	Iteration 25Q: 3 clusters Score -9449969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96965 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9449977.000000 Penalty: 5700.769531
	Iteration 26Q: 3 clusters Score -9449977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96968 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9449972.000000 Penalty: 5700.769531
	Iteration 27Q: 3 clusters Score -9449972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96970 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -9449980.000000 Penalty: 5700.769531
	Iteration 28Q: 3 clusters Score -9449980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96973 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9449977.000000 Penalty: 5700.769531
	Iteration 29Q: 3 clusters Score -9449977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96978 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -9449981.000000 Penalty: 5700.769531
	Iteration 30Q: 3 clusters Score -9449981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96983 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9449986.000000 Penalty: 5700.769531
	Iteration 31Q: 3 clusters Score -9449986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96987 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9449994.000000 Penalty: 5700.769531
	Iteration 32Q: 3 clusters Score -9449994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96993 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9449988.000000 Penalty: 5700.769531
	Iteration 33Q: 3 clusters Score -9449988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97004 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9450006.000000 Penalty: 5700.769531
	Iteration 34Q: 3 clusters Score -9450006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97011 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9450004.000000 Penalty: 5700.769531
	Iteration 35Q: 3 clusters Score -9450004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97017 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9450002.000000 Penalty: 5700.769531
	Iteration 36Q: 3 clusters Score -9450002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97020 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9450008.000000 Penalty: 5700.769531
	Iteration 37Q: 3 clusters Score -9450008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97021 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9450009.000000 Penalty: 5700.769531
	Iteration 38Q: 3 clusters Score -9450009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97026 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9450015.000000 Penalty: 5700.769531
	Iteration 39Q: 3 clusters Score -9450015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97027 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9450009.000000 Penalty: 5700.769531
	Iteration 40F: 3 clusters Score -9450009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97028 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -9450017.000000 Penalty: 5700.769531
	Iteration 41Q: 3 clusters Score -9450017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97029 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9450016.000000 Penalty: 5700.769531
	Iteration 42Q: 3 clusters Score -9450016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97030 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9450005.000000 Penalty: 5700.769531
	Iteration 43Q: 3 clusters Score -9450005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97031 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9450018.000000 Penalty: 5700.769531
	Iteration 44Q: 3 clusters Score -9450018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97033 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9450012.000000 Penalty: 5700.769531
	Iteration 45Q: 3 clusters Score -9450012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97034 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9450013.000000 Penalty: 5700.769531
	Iteration 46Q: 3 clusters Score -9450013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97034 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9450017.000000 Penalty: 5700.769531
	Iteration 47Q: 3 clusters Score -9450017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97034 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9450019.000000 Penalty: 5700.769531
	Iteration 48Q: 3 clusters Score -9450019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97033 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9450025.000000 Penalty: 5700.769531
	Iteration 49Q: 3 clusters Score -9450025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97032 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -9450020.000000 Penalty: 5700.769531
	Iteration 50Q: 3 clusters Score -9450020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97033 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9450019.000000 Penalty: 5700.769531
	Iteration 51Q: 3 clusters Score -9450019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97033 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9450019.000000 Penalty: 5700.769531
	Iteration 52F: 3 clusters Score -9450019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Entering Unmasked Estep 
Score: -765890.375000 Penalty: 2218.345459
	Iteration 0F: 2 clusters Score -765890.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -759705.375000 Penalty: 4436.690918
	Iteration 0F: 3 clusters Score -759705.4 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -761282.375000 Penalty: 4436.690918
	Iteration 1F: 3 clusters Score -761282.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -761549.750000 Penalty: 4436.690918
	Iteration 2F: 3 clusters Score -761549.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -761731.812500 Penalty: 4436.690918
	Iteration 3F: 3 clusters Score -761731.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -761863.062500 Penalty: 4436.690918
	Iteration 4Q: 3 clusters Score -761863.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -761963.250000 Penalty: 4436.690918
	Iteration 5Q: 3 clusters Score -761963.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -762063.812500 Penalty: 4436.690918
	Iteration 6Q: 3 clusters Score -762063.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -762187.562500 Penalty: 4436.690918
	Iteration 7Q: 3 clusters Score -762187.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -762318.437500 Penalty: 4436.690918
	Iteration 8Q: 3 clusters Score -762318.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -762472.812500 Penalty: 4436.690918
	Iteration 9Q: 3 clusters Score -762472.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -762628.312500 Penalty: 4436.690918
	Iteration 10Q: 3 clusters Score -762628.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -762765.687500 Penalty: 4436.690918
	Iteration 11Q: 3 clusters Score -762765.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -762913.687500 Penalty: 4436.690918
	Iteration 12Q: 3 clusters Score -762913.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -763066.062500 Penalty: 4436.690918
	Iteration 13Q: 3 clusters Score -763066.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -763192.750000 Penalty: 4436.690918
	Iteration 14Q: 3 clusters Score -763192.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -763296.500000 Penalty: 4436.690918
	Iteration 15Q: 3 clusters Score -763296.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -763372.937500 Penalty: 4436.690918
	Iteration 16Q: 3 clusters Score -763372.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -763425.500000 Penalty: 4436.690918
	Iteration 17Q: 3 clusters Score -763425.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -763472.312500 Penalty: 4436.690918
	Iteration 18Q: 3 clusters Score -763472.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -763509.000000 Penalty: 4436.690918
	Iteration 19Q: 3 clusters Score -763509 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -763542.625000 Penalty: 4436.690918
	Iteration 20F: 3 clusters Score -763542.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -763575.562500 Penalty: 4436.690918
	Iteration 21Q: 3 clusters Score -763575.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -763603.875000 Penalty: 4436.690918
	Iteration 22Q: 3 clusters Score -763603.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -763627.687500 Penalty: 4436.690918
	Iteration 23Q: 3 clusters Score -763627.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -763651.500000 Penalty: 4436.690918
	Iteration 24Q: 3 clusters Score -763651.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -763671.375000 Penalty: 4436.690918
	Iteration 25Q: 3 clusters Score -763671.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -763693.625000 Penalty: 4436.690918
	Iteration 26Q: 3 clusters Score -763693.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -763706.187500 Penalty: 4436.690918
	Iteration 27Q: 3 clusters Score -763706.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -763719.187500 Penalty: 4436.690918
	Iteration 28Q: 3 clusters Score -763719.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -763731.250000 Penalty: 4436.690918
	Iteration 29Q: 3 clusters Score -763731.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -763742.125000 Penalty: 4436.690918
	Iteration 30Q: 3 clusters Score -763742.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -763751.625000 Penalty: 4436.690918
	Iteration 31Q: 3 clusters Score -763751.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -763760.312500 Penalty: 4436.690918
	Iteration 32Q: 3 clusters Score -763760.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -763769.125000 Penalty: 4436.690918
	Iteration 33Q: 3 clusters Score -763769.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -763777.187500 Penalty: 4436.690918
	Iteration 34Q: 3 clusters Score -763777.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -763781.250000 Penalty: 4436.690918
	Iteration 35Q: 3 clusters Score -763781.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -763785.687500 Penalty: 4436.690918
	Iteration 36Q: 3 clusters Score -763785.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -763789.625000 Penalty: 4436.690918
	Iteration 37Q: 3 clusters Score -763789.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -763797.937500 Penalty: 4436.690918
	Iteration 38Q: 3 clusters Score -763797.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -763802.437500 Penalty: 4436.690918
	Iteration 39Q: 3 clusters Score -763802.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -763808.125000 Penalty: 4436.690918
	Iteration 40F: 3 clusters Score -763808.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -763811.437500 Penalty: 4436.690918
	Iteration 41Q: 3 clusters Score -763811.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -763815.625000 Penalty: 4436.690918
	Iteration 42Q: 3 clusters Score -763815.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -763821.312500 Penalty: 4436.690918
	Iteration 43Q: 3 clusters Score -763821.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -763825.625000 Penalty: 4436.690918
	Iteration 44Q: 3 clusters Score -763825.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -763827.500000 Penalty: 4436.690918
	Iteration 45Q: 3 clusters Score -763827.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -763830.187500 Penalty: 4436.690918
	Iteration 46Q: 3 clusters Score -763830.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -763834.500000 Penalty: 4436.690918
	Iteration 47Q: 3 clusters Score -763834.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -763840.250000 Penalty: 4436.690918
	Iteration 48Q: 3 clusters Score -763840.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -763842.125000 Penalty: 4436.690918
	Iteration 49Q: 3 clusters Score -763842.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -763845.062500 Penalty: 4436.690918
	Iteration 50Q: 3 clusters Score -763845.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -763849.687500 Penalty: 4436.690918
	Iteration 51Q: 3 clusters Score -763849.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -763851.750000 Penalty: 4436.690918
	Iteration 52Q: 3 clusters Score -763851.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -763853.125000 Penalty: 4436.690918
	Iteration 53Q: 3 clusters Score -763853.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -763853.937500 Penalty: 4436.690918
	Iteration 54Q: 3 clusters Score -763853.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -763855.250000 Penalty: 4436.690918
	Iteration 55Q: 3 clusters Score -763855.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -763857.250000 Penalty: 4436.690918
	Iteration 56Q: 3 clusters Score -763857.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -763858.687500 Penalty: 4436.690918
	Iteration 57Q: 3 clusters Score -763858.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -763861.375000 Penalty: 4436.690918
	Iteration 58Q: 3 clusters Score -763861.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -763862.375000 Penalty: 4436.690918
	Iteration 59Q: 3 clusters Score -763862.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -763863.687500 Penalty: 4436.690918
	Iteration 60F: 3 clusters Score -763863.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -763863.187500 Penalty: 4436.690918
	Iteration 61Q: 3 clusters Score -763863.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -763866.937500 Penalty: 4436.690918
	Iteration 62Q: 3 clusters Score -763866.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -763866.562500 Penalty: 4436.690918
	Iteration 63Q: 3 clusters Score -763866.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -763869.437500 Penalty: 4436.690918
	Iteration 64Q: 3 clusters Score -763869.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -763870.062500 Penalty: 4436.690918
	Iteration 65Q: 3 clusters Score -763870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -763872.437500 Penalty: 4436.690918
	Iteration 66Q: 3 clusters Score -763872.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -763873.250000 Penalty: 4436.690918
	Iteration 67Q: 3 clusters Score -763873.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -763874.000000 Penalty: 4436.690918
	Iteration 68Q: 3 clusters Score -763874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -763875.750000 Penalty: 4436.690918
	Iteration 69Q: 3 clusters Score -763875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -763876.937500 Penalty: 4436.690918
	Iteration 70Q: 3 clusters Score -763876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -763877.500000 Penalty: 4436.690918
	Iteration 71Q: 3 clusters Score -763877.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -763878.375000 Penalty: 4436.690918
	Iteration 72Q: 3 clusters Score -763878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -763879.125000 Penalty: 4436.690918
	Iteration 73Q: 3 clusters Score -763879.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -763880.812500 Penalty: 4436.690918
	Iteration 74Q: 3 clusters Score -763880.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -763880.750000 Penalty: 4436.690918
	Iteration 75Q: 3 clusters Score -763880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -763879.250000 Penalty: 4436.690918
	Iteration 76Q: 3 clusters Score -763879.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -763879.250000 Penalty: 4436.690918
	Iteration 77F: 3 clusters Score -763879.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Entering Unmasked Estep 
Score: -3184368.250000 Penalty: 2599.419922
	Iteration 0F: 2 clusters Score -3184368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -3160062.500000 Penalty: 5198.839844
	Iteration 0F: 3 clusters Score -3160062 nChanged 16298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3169376.500000 Penalty: 5198.839844
	Iteration 1F: 3 clusters Score -3169376 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -3170216.500000 Penalty: 5198.839844
	Iteration 2F: 3 clusters Score -3170216 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -3171218.000000 Penalty: 5198.839844
	Iteration 3F: 3 clusters Score -3171218 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -3172536.250000 Penalty: 5198.839844
	Iteration 4F: 3 clusters Score -3172536 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3174248.750000 Penalty: 5198.839844
	Iteration 5F: 3 clusters Score -3174249 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -3176165.000000 Penalty: 5198.839844
	Iteration 6F: 3 clusters Score -3176165 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -3177930.750000 Penalty: 5198.839844
	Iteration 7F: 3 clusters Score -3177931 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -3179377.000000 Penalty: 5198.839844
	Iteration 8F: 3 clusters Score -3179377 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -3180368.750000 Penalty: 5198.839844
	Iteration 9Q: 3 clusters Score -3180369 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3180974.500000 Penalty: 5198.839844
	Iteration 10Q: 3 clusters Score -3180974 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -3181403.500000 Penalty: 5198.839844
	Iteration 11Q: 3 clusters Score -3181404 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -3181681.250000 Penalty: 5198.839844
	Iteration 12Q: 3 clusters Score -3181681 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -3181875.250000 Penalty: 5198.839844
	Iteration 13Q: 3 clusters Score -3181875 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -3182030.750000 Penalty: 5198.839844
	Iteration 14Q: 3 clusters Score -3182031 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3182157.500000 Penalty: 5198.839844
	Iteration 15Q: 3 clusters Score -3182158 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3182306.500000 Penalty: 5198.839844
	Iteration 16Q: 3 clusters Score -3182306 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3182432.250000 Penalty: 5198.839844
	Iteration 17Q: 3 clusters Score -3182432 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3182540.250000 Penalty: 5198.839844
	Iteration 18Q: 3 clusters Score -3182540 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3182642.750000 Penalty: 5198.839844
	Iteration 19Q: 3 clusters Score -3182643 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -3182694.750000 Penalty: 5198.839844
	Iteration 20F: 3 clusters Score -3182695 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -3182727.750000 Penalty: 5198.839844
	Iteration 21Q: 3 clusters Score -3182728 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -3182771.500000 Penalty: 5198.839844
	Iteration 22Q: 3 clusters Score -3182772 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3182803.500000 Penalty: 5198.839844
	Iteration 23Q: 3 clusters Score -3182804 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -3182819.000000 Penalty: 5198.839844
	Iteration 24Q: 3 clusters Score -3182819 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3182849.000000 Penalty: 5198.839844
	Iteration 25Q: 3 clusters Score -3182849 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -3182858.500000 Penalty: 5198.839844
	Iteration 26Q: 3 clusters Score -3182858 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -3182895.500000 Penalty: 5198.839844
	Iteration 27Q: 3 clusters Score -3182896 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3182927.500000 Penalty: 5198.839844
	Iteration 28Q: 3 clusters Score -3182928 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3182933.750000 Penalty: 5198.839844
	Iteration 29Q: 3 clusters Score -3182934 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3182950.500000 Penalty: 5198.839844
	Iteration 30Q: 3 clusters Score -3182950 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3182980.750000 Penalty: 5198.839844
	Iteration 31Q: 3 clusters Score -3182981 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -3182982.750000 Penalty: 5198.839844
	Iteration 32Q: 3 clusters Score -3182983 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -3183007.000000 Penalty: 5198.839844
	Iteration 33Q: 3 clusters Score -3183007 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3183038.000000 Penalty: 5198.839844
	Iteration 34Q: 3 clusters Score -3183038 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -3183059.000000 Penalty: 5198.839844
	Iteration 35Q: 3 clusters Score -3183059 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3183073.750000 Penalty: 5198.839844
	Iteration 36Q: 3 clusters Score -3183074 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -3183106.750000 Penalty: 5198.839844
	Iteration 37Q: 3 clusters Score -3183107 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -3183120.500000 Penalty: 5198.839844
	Iteration 38Q: 3 clusters Score -3183120 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -3183155.750000 Penalty: 5198.839844
	Iteration 39Q: 3 clusters Score -3183156 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3183168.250000 Penalty: 5198.839844
	Iteration 40F: 3 clusters Score -3183168 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3183203.000000 Penalty: 5198.839844
	Iteration 41Q: 3 clusters Score -3183203 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3183232.000000 Penalty: 5198.839844
	Iteration 42Q: 3 clusters Score -3183232 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -3183289.500000 Penalty: 5198.839844
	Iteration 43Q: 3 clusters Score -3183290 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -3183310.500000 Penalty: 5198.839844
	Iteration 44Q: 3 clusters Score -3183310 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -3183353.000000 Penalty: 5198.839844
	Iteration 45Q: 3 clusters Score -3183353 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3183380.500000 Penalty: 5198.839844
	Iteration 46Q: 3 clusters Score -3183380 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3183430.250000 Penalty: 5198.839844
	Iteration 47Q: 3 clusters Score -3183430 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -3183456.500000 Penalty: 5198.839844
	Iteration 48Q: 3 clusters Score -3183456 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3183511.750000 Penalty: 5198.839844
	Iteration 49Q: 3 clusters Score -3183512 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -3183545.250000 Penalty: 5198.839844
	Iteration 50Q: 3 clusters Score -3183545 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -3183592.000000 Penalty: 5198.839844
	Iteration 51Q: 3 clusters Score -3183592 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -3183636.000000 Penalty: 5198.839844
	Iteration 52Q: 3 clusters Score -3183636 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3183664.750000 Penalty: 5198.839844
	Iteration 53Q: 3 clusters Score -3183665 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -3183719.250000 Penalty: 5198.839844
	Iteration 54Q: 3 clusters Score -3183719 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3183749.000000 Penalty: 5198.839844
	Iteration 55Q: 3 clusters Score -3183749 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3183784.250000 Penalty: 5198.839844
	Iteration 56Q: 3 clusters Score -3183784 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3183804.000000 Penalty: 5198.839844
	Iteration 57Q: 3 clusters Score -3183804 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -3183854.500000 Penalty: 5198.839844
	Iteration 58Q: 3 clusters Score -3183854 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3183867.500000 Penalty: 5198.839844
	Iteration 59Q: 3 clusters Score -3183868 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3183871.000000 Penalty: 5198.839844
	Iteration 60F: 3 clusters Score -3183871 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3183906.500000 Penalty: 5198.839844
	Iteration 61Q: 3 clusters Score -3183906 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -3183941.750000 Penalty: 5198.839844
	Iteration 62Q: 3 clusters Score -3183942 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -3183971.000000 Penalty: 5198.839844
	Iteration 63Q: 3 clusters Score -3183971 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3183974.500000 Penalty: 5198.839844
	Iteration 64Q: 3 clusters Score -3183974 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3183997.750000 Penalty: 5198.839844
	Iteration 65Q: 3 clusters Score -3183998 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3184011.000000 Penalty: 5198.839844
	Iteration 66Q: 3 clusters Score -3184011 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3184017.000000 Penalty: 5198.839844
	Iteration 67Q: 3 clusters Score -3184017 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -3184030.250000 Penalty: 5198.839844
	Iteration 68Q: 3 clusters Score -3184030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3184034.000000 Penalty: 5198.839844
	Iteration 69Q: 3 clusters Score -3184034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -3184037.750000 Penalty: 5198.839844
	Iteration 70Q: 3 clusters Score -3184038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -3184057.500000 Penalty: 5198.839844
	Iteration 71Q: 3 clusters Score -3184058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -3184065.750000 Penalty: 5198.839844
	Iteration 72Q: 3 clusters Score -3184066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -3184066.500000 Penalty: 5198.839844
	Iteration 73Q: 3 clusters Score -3184066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -3184067.250000 Penalty: 5198.839844
	Iteration 74Q: 3 clusters Score -3184067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3184073.250000 Penalty: 5198.839844
	Iteration 75Q: 3 clusters Score -3184073 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3184073.000000 Penalty: 5198.839844
	Iteration 76Q: 3 clusters Score -3184073 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3184080.750000 Penalty: 5198.839844
	Iteration 77Q: 3 clusters Score -3184081 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -3184089.750000 Penalty: 5198.839844
	Iteration 78Q: 3 clusters Score -3184090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -3184093.500000 Penalty: 5198.839844
	Iteration 79Q: 3 clusters Score -3184094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3184095.750000 Penalty: 5198.839844
	Iteration 80F: 3 clusters Score -3184096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3184092.250000 Penalty: 5198.839844
	Iteration 81Q: 3 clusters Score -3184092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -3184106.750000 Penalty: 5198.839844
	Iteration 82Q: 3 clusters Score -3184107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -3184107.750000 Penalty: 5198.839844
	Iteration 83Q: 3 clusters Score -3184108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3184107.750000 Penalty: 5198.839844
	Iteration 84Q: 3 clusters Score -3184108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -3184101.250000 Penalty: 5198.839844
	Iteration 85Q: 3 clusters Score -3184101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3184105.500000 Penalty: 5198.839844
	Iteration 86Q: 3 clusters Score -3184106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -3184111.250000 Penalty: 5198.839844
	Iteration 87Q: 3 clusters Score -3184111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3184114.250000 Penalty: 5198.839844
	Iteration 88Q: 3 clusters Score -3184114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -3184123.000000 Penalty: 5198.839844
	Iteration 89Q: 3 clusters Score -3184123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3184110.250000 Penalty: 5198.839844
	Iteration 90Q: 3 clusters Score -3184110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -3184116.500000 Penalty: 5198.839844
	Iteration 91Q: 3 clusters Score -3184116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3184116.250000 Penalty: 5198.839844
	Iteration 92Q: 3 clusters Score -3184116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -3184122.750000 Penalty: 5198.839844
	Iteration 93Q: 3 clusters Score -3184123 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3184134.000000 Penalty: 5198.839844
	Iteration 94Q: 3 clusters Score -3184134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -3184143.750000 Penalty: 5198.839844
	Iteration 95Q: 3 clusters Score -3184144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3184146.000000 Penalty: 5198.839844
	Iteration 96Q: 3 clusters Score -3184146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -3184149.500000 Penalty: 5198.839844
	Iteration 97Q: 3 clusters Score -3184150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -3184151.000000 Penalty: 5198.839844
	Iteration 98Q: 3 clusters Score -3184151 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -3184155.500000 Penalty: 5198.839844
	Iteration 99Q: 3 clusters Score -3184156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3184165.250000 Penalty: 5198.839844
	Iteration 100F: 3 clusters Score -3184165 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -3184161.750000 Penalty: 5198.839844
	Iteration 101Q: 3 clusters Score -3184162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -3184160.500000 Penalty: 5198.839844
	Iteration 102Q: 3 clusters Score -3184160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3184163.500000 Penalty: 5198.839844
	Iteration 103Q: 3 clusters Score -3184164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -3184174.750000 Penalty: 5198.839844
	Iteration 104Q: 3 clusters Score -3184175 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -3184167.000000 Penalty: 5198.839844
	Iteration 105Q: 3 clusters Score -3184167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3184184.000000 Penalty: 5198.839844
	Iteration 106Q: 3 clusters Score -3184184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -3184181.750000 Penalty: 5198.839844
	Iteration 107Q: 3 clusters Score -3184182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -3184191.750000 Penalty: 5198.839844
	Iteration 108Q: 3 clusters Score -3184192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -3184190.750000 Penalty: 5198.839844
	Iteration 109Q: 3 clusters Score -3184191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -3184196.250000 Penalty: 5198.839844
	Iteration 110Q: 3 clusters Score -3184196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3184200.500000 Penalty: 5198.839844
	Iteration 111Q: 3 clusters Score -3184200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -3184198.500000 Penalty: 5198.839844
	Iteration 112Q: 3 clusters Score -3184198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3184196.750000 Penalty: 5198.839844
	Iteration 113Q: 3 clusters Score -3184197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3184191.000000 Penalty: 5198.839844
	Iteration 114Q: 3 clusters Score -3184191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3184199.250000 Penalty: 5198.839844
	Iteration 115Q: 3 clusters Score -3184199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -3184198.000000 Penalty: 5198.839844
	Iteration 116Q: 3 clusters Score -3184198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -3184197.500000 Penalty: 5198.839844
	Iteration 117Q: 3 clusters Score -3184198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -3184203.000000 Penalty: 5198.839844
	Iteration 118Q: 3 clusters Score -3184203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -3184197.000000 Penalty: 5198.839844
	Iteration 119Q: 3 clusters Score -3184197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3184195.500000 Penalty: 5198.839844
	Iteration 120F: 3 clusters Score -3184196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3184199.250000 Penalty: 5198.839844
	Iteration 121Q: 3 clusters Score -3184199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3184196.500000 Penalty: 5198.839844
	Iteration 122Q: 3 clusters Score -3184196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -3184197.250000 Penalty: 5198.839844
	Iteration 123Q: 3 clusters Score -3184197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3184198.000000 Penalty: 5198.839844
	Iteration 124Q: 3 clusters Score -3184198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3184199.250000 Penalty: 5198.839844
	Iteration 125Q: 3 clusters Score -3184199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -3184199.000000 Penalty: 5198.839844
	Iteration 126Q: 3 clusters Score -3184199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -3184200.250000 Penalty: 5198.839844
	Iteration 127Q: 3 clusters Score -3184200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3184208.000000 Penalty: 5198.839844
	Iteration 128Q: 3 clusters Score -3184208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3184208.000000 Penalty: 5198.839844
	Iteration 129F: 3 clusters Score -3184208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Entering Unmasked Estep 
Score: -545537.062500 Penalty: 2152.890869
	Iteration 0F: 2 clusters Score -545537.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -540525.375000 Penalty: 4305.781738
	Iteration 0F: 3 clusters Score -540525.4 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -541856.062500 Penalty: 4305.781738
	Iteration 1F: 3 clusters Score -541856.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -542190.062500 Penalty: 4305.781738
	Iteration 2F: 3 clusters Score -542190.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -542444.812500 Penalty: 4305.781738
	Iteration 3F: 3 clusters Score -542444.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -542697.437500 Penalty: 4305.781738
	Iteration 4F: 3 clusters Score -542697.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -542922.250000 Penalty: 4305.781738
	Iteration 5F: 3 clusters Score -542922.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -543115.562500 Penalty: 4305.781738
	Iteration 6Q: 3 clusters Score -543115.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -543234.500000 Penalty: 4305.781738
	Iteration 7Q: 3 clusters Score -543234.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -543315.937500 Penalty: 4305.781738
	Iteration 8Q: 3 clusters Score -543315.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -543380.812500 Penalty: 4305.781738
	Iteration 9Q: 3 clusters Score -543380.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -543435.812500 Penalty: 4305.781738
	Iteration 10Q: 3 clusters Score -543435.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -543494.000000 Penalty: 4305.781738
	Iteration 11Q: 3 clusters Score -543494 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -543538.625000 Penalty: 4305.781738
	Iteration 12Q: 3 clusters Score -543538.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -543577.562500 Penalty: 4305.781738
	Iteration 13Q: 3 clusters Score -543577.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -543621.750000 Penalty: 4305.781738
	Iteration 14Q: 3 clusters Score -543621.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -543653.250000 Penalty: 4305.781738
	Iteration 15Q: 3 clusters Score -543653.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -543670.562500 Penalty: 4305.781738
	Iteration 16Q: 3 clusters Score -543670.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -543689.875000 Penalty: 4305.781738
	Iteration 17Q: 3 clusters Score -543689.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -543704.562500 Penalty: 4305.781738
	Iteration 18Q: 3 clusters Score -543704.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -543716.812500 Penalty: 4305.781738
	Iteration 19Q: 3 clusters Score -543716.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -543730.250000 Penalty: 4305.781738
	Iteration 20F: 3 clusters Score -543730.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -543743.312500 Penalty: 4305.781738
	Iteration 21Q: 3 clusters Score -543743.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -543755.000000 Penalty: 4305.781738
	Iteration 22Q: 3 clusters Score -543755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -543766.312500 Penalty: 4305.781738
	Iteration 23Q: 3 clusters Score -543766.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -543774.812500 Penalty: 4305.781738
	Iteration 24Q: 3 clusters Score -543774.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -543780.562500 Penalty: 4305.781738
	Iteration 25Q: 3 clusters Score -543780.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -543783.625000 Penalty: 4305.781738
	Iteration 26Q: 3 clusters Score -543783.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -543785.062500 Penalty: 4305.781738
	Iteration 27Q: 3 clusters Score -543785.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -543786.375000 Penalty: 4305.781738
	Iteration 28Q: 3 clusters Score -543786.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -543788.500000 Penalty: 4305.781738
	Iteration 29Q: 3 clusters Score -543788.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -543789.500000 Penalty: 4305.781738
	Iteration 30Q: 3 clusters Score -543789.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -543789.812500 Penalty: 4305.781738
	Iteration 31Q: 3 clusters Score -543789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -543790.437500 Penalty: 4305.781738
	Iteration 32Q: 3 clusters Score -543790.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -543796.187500 Penalty: 4305.781738
	Iteration 33Q: 3 clusters Score -543796.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -543799.687500 Penalty: 4305.781738
	Iteration 34Q: 3 clusters Score -543799.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -543803.500000 Penalty: 4305.781738
	Iteration 35Q: 3 clusters Score -543803.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -543805.125000 Penalty: 4305.781738
	Iteration 36Q: 3 clusters Score -543805.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -543804.875000 Penalty: 4305.781738
	Iteration 37Q: 3 clusters Score -543804.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -543806.437500 Penalty: 4305.781738
	Iteration 38Q: 3 clusters Score -543806.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -543808.750000 Penalty: 4305.781738
	Iteration 39Q: 3 clusters Score -543808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -543810.000000 Penalty: 4305.781738
	Iteration 40F: 3 clusters Score -543810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -543809.625000 Penalty: 4305.781738
	Iteration 41Q: 3 clusters Score -543809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -543809.937500 Penalty: 4305.781738
	Iteration 42Q: 3 clusters Score -543809.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -543810.875000 Penalty: 4305.781738
	Iteration 43Q: 3 clusters Score -543810.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -543810.875000 Penalty: 4305.781738
	Iteration 44F: 3 clusters Score -543810.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (225808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225808 members 
Entering Unmasked Estep 
Score: -22188670.000000 Penalty: 3057.205078
	Iteration 0F: 2 clusters Score -2.218867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112838 members 
Mstep: Class 2 contains 112970 members 
Entering Unmasked Estep 
Score: -22038762.000000 Penalty: 6114.410156
	Iteration 0F: 3 clusters Score -2.203876e+07 nChanged 108991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113205 members 
Mstep: Class 2 contains 112603 members 
Entering Unmasked Estep 
Score: -22102326.000000 Penalty: 6114.410156
	Iteration 1F: 3 clusters Score -2.210233e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113417 members 
Mstep: Class 2 contains 112391 members 
Entering Unmasked Estep 
Score: -22103436.000000 Penalty: 6114.410156
	Iteration 2Q: 3 clusters Score -2.210344e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113945 members 
Mstep: Class 2 contains 111863 members 
Entering Unmasked Estep 
Score: -22104778.000000 Penalty: 6114.410156
	Iteration 3Q: 3 clusters Score -2.210478e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115032 members 
Mstep: Class 2 contains 110776 members 
Entering Unmasked Estep 
Score: -22106178.000000 Penalty: 6114.410156
	Iteration 4Q: 3 clusters Score -2.210618e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116920 members 
Mstep: Class 2 contains 108888 members 
Entering Unmasked Estep 
Score: -22108286.000000 Penalty: 6114.410156
	Iteration 5Q: 3 clusters Score -2.210829e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119943 members 
Mstep: Class 2 contains 105865 members 
Entering Unmasked Estep 
Score: -22111146.000000 Penalty: 6114.410156
	Iteration 6Q: 3 clusters Score -2.211115e+07 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124707 members 
Mstep: Class 2 contains 101101 members 
Entering Unmasked Estep 
Score: -22114920.000000 Penalty: 6114.410156
	Iteration 7Q: 3 clusters Score -2.211492e+07 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131430 members 
Mstep: Class 2 contains 94378 members 
Entering Unmasked Estep 
Score: -22120490.000000 Penalty: 6114.410156
	Iteration 8F: 3 clusters Score -2.212049e+07 nChanged 13840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140372 members 
Mstep: Class 2 contains 85436 members 
Entering Unmasked Estep 
Score: -22127750.000000 Penalty: 6114.410156
	Iteration 9F: 3 clusters Score -2.212775e+07 nChanged 14877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151245 members 
Mstep: Class 2 contains 74563 members 
Entering Unmasked Estep 
Score: -22136612.000000 Penalty: 6114.410156
	Iteration 10F: 3 clusters Score -2.213661e+07 nChanged 14496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162979 members 
Mstep: Class 2 contains 62829 members 
Entering Unmasked Estep 
Score: -22145396.000000 Penalty: 6114.410156
	Iteration 11F: 3 clusters Score -2.21454e+07 nChanged 13257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174670 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -22153238.000000 Penalty: 6114.410156
	Iteration 12F: 3 clusters Score -2.215324e+07 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185533 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -22160110.000000 Penalty: 6114.410156
	Iteration 13F: 3 clusters Score -2.216011e+07 nChanged 9778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195153 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -22165880.000000 Penalty: 6114.410156
	Iteration 14Q: 3 clusters Score -2.216588e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203666 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -22170982.000000 Penalty: 6114.410156
	Iteration 15Q: 3 clusters Score -2.217098e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210783 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -22175960.000000 Penalty: 6114.410156
	Iteration 16Q: 3 clusters Score -2.217596e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216289 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -22179760.000000 Penalty: 6114.410156
	Iteration 17Q: 3 clusters Score -2.217976e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220107 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -22182450.000000 Penalty: 6114.410156
	Iteration 18Q: 3 clusters Score -2.218245e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222486 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -22184228.000000 Penalty: 6114.410156
	Iteration 19Q: 3 clusters Score -2.218423e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223772 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -22185260.000000 Penalty: 6114.410156
	Iteration 20F: 3 clusters Score -2.218526e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224386 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -22185648.000000 Penalty: 6114.410156
	Iteration 21Q: 3 clusters Score -2.218565e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224693 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -22185828.000000 Penalty: 6114.410156
	Iteration 22Q: 3 clusters Score -2.218583e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224867 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -22185982.000000 Penalty: 6114.410156
	Iteration 23Q: 3 clusters Score -2.218598e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224986 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -22185998.000000 Penalty: 6114.410156
	Iteration 24Q: 3 clusters Score -2.2186e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225054 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -22186102.000000 Penalty: 6114.410156
	Iteration 25Q: 3 clusters Score -2.21861e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225088 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -22186160.000000 Penalty: 6114.410156
	Iteration 26Q: 3 clusters Score -2.218616e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225110 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -22186154.000000 Penalty: 6114.410156
	Iteration 27Q: 3 clusters Score -2.218615e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225127 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -22186196.000000 Penalty: 6114.410156
	Iteration 28Q: 3 clusters Score -2.21862e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225137 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -22186242.000000 Penalty: 6114.410156
	Iteration 29Q: 3 clusters Score -2.218624e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225144 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -22186258.000000 Penalty: 6114.410156
	Iteration 30Q: 3 clusters Score -2.218626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225150 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -22186268.000000 Penalty: 6114.410156
	Iteration 31Q: 3 clusters Score -2.218627e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225152 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -22186286.000000 Penalty: 6114.410156
	Iteration 32Q: 3 clusters Score -2.218629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225154 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -22186304.000000 Penalty: 6114.410156
	Iteration 33Q: 3 clusters Score -2.21863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225163 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -22186296.000000 Penalty: 6114.410156
	Iteration 34Q: 3 clusters Score -2.21863e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225172 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -22186312.000000 Penalty: 6114.410156
	Iteration 35Q: 3 clusters Score -2.218631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225180 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22186328.000000 Penalty: 6114.410156
	Iteration 36Q: 3 clusters Score -2.218633e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225183 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -22186380.000000 Penalty: 6114.410156
	Iteration 37Q: 3 clusters Score -2.218638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225183 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -22186388.000000 Penalty: 6114.410156
	Iteration 38Q: 3 clusters Score -2.218639e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225187 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -22186418.000000 Penalty: 6114.410156
	Iteration 39Q: 3 clusters Score -2.218642e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225196 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -22186452.000000 Penalty: 6114.410156
	Iteration 40F: 3 clusters Score -2.218645e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225199 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -22186478.000000 Penalty: 6114.410156
	Iteration 41Q: 3 clusters Score -2.218648e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225187 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -22186542.000000 Penalty: 6114.410156
	Iteration 42Q: 3 clusters Score -2.218654e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225182 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -22186566.000000 Penalty: 6114.410156
	Iteration 43Q: 3 clusters Score -2.218657e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225175 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -22186614.000000 Penalty: 6114.410156
	Iteration 44Q: 3 clusters Score -2.218661e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225155 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -22186620.000000 Penalty: 6114.410156
	Iteration 45Q: 3 clusters Score -2.218662e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225154 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -22186652.000000 Penalty: 6114.410156
	Iteration 46Q: 3 clusters Score -2.218665e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225151 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -22186664.000000 Penalty: 6114.410156
	Iteration 47Q: 3 clusters Score -2.218666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225151 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -22186690.000000 Penalty: 6114.410156
	Iteration 48Q: 3 clusters Score -2.218669e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225149 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -22186692.000000 Penalty: 6114.410156
	Iteration 49Q: 3 clusters Score -2.218669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225138 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -22186712.000000 Penalty: 6114.410156
	Iteration 50Q: 3 clusters Score -2.218671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225131 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -22186714.000000 Penalty: 6114.410156
	Iteration 51Q: 3 clusters Score -2.218671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225123 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -22186732.000000 Penalty: 6114.410156
	Iteration 52Q: 3 clusters Score -2.218673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225114 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -22186752.000000 Penalty: 6114.410156
	Iteration 53Q: 3 clusters Score -2.218675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225108 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -22186748.000000 Penalty: 6114.410156
	Iteration 54Q: 3 clusters Score -2.218675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225105 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -22186752.000000 Penalty: 6114.410156
	Iteration 55Q: 3 clusters Score -2.218675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225104 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -22186758.000000 Penalty: 6114.410156
	Iteration 56Q: 3 clusters Score -2.218676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225104 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -22186758.000000 Penalty: 6114.410156
	Iteration 57F: 3 clusters Score -2.218676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65383 members 
Entering Unmasked Estep 
Score: -6334833.000000 Penalty: 2749.828369
	Iteration 0F: 2 clusters Score -6334833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -6291222.000000 Penalty: 5499.656738
	Iteration 0F: 3 clusters Score -6291222 nChanged 30494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -6308282.500000 Penalty: 5499.656738
	Iteration 1F: 3 clusters Score -6308282 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -6309209.000000 Penalty: 5499.656738
	Iteration 2Q: 3 clusters Score -6309209 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -6310434.500000 Penalty: 5499.656738
	Iteration 3Q: 3 clusters Score -6310434 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -6312251.500000 Penalty: 5499.656738
	Iteration 4F: 3 clusters Score -6312252 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -6314979.500000 Penalty: 5499.656738
	Iteration 5F: 3 clusters Score -6314980 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -6318698.000000 Penalty: 5499.656738
	Iteration 6F: 3 clusters Score -6318698 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -6323009.000000 Penalty: 5499.656738
	Iteration 7F: 3 clusters Score -6323009 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -6327383.500000 Penalty: 5499.656738
	Iteration 8F: 3 clusters Score -6327384 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -6330986.500000 Penalty: 5499.656738
	Iteration 9Q: 3 clusters Score -6330986 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -6333094.000000 Penalty: 5499.656738
	Iteration 10Q: 3 clusters Score -6333094 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -6333880.500000 Penalty: 5499.656738
	Iteration 11Q: 3 clusters Score -6333880 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -6334197.000000 Penalty: 5499.656738
	Iteration 12Q: 3 clusters Score -6334197 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -6334303.000000 Penalty: 5499.656738
	Iteration 13Q: 3 clusters Score -6334303 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -6334372.500000 Penalty: 5499.656738
	Iteration 14Q: 3 clusters Score -6334372 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -6334413.000000 Penalty: 5499.656738
	Iteration 15Q: 3 clusters Score -6334413 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -6334445.000000 Penalty: 5499.656738
	Iteration 16Q: 3 clusters Score -6334445 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -6334441.500000 Penalty: 5499.656738
	Iteration 17Q: 3 clusters Score -6334442 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -6334453.000000 Penalty: 5499.656738
	Iteration 18Q: 3 clusters Score -6334453 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -6334454.500000 Penalty: 5499.656738
	Iteration 19Q: 3 clusters Score -6334454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -6334437.500000 Penalty: 5499.656738
	Iteration 20F: 3 clusters Score -6334438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -6334453.500000 Penalty: 5499.656738
	Iteration 21Q: 3 clusters Score -6334454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -6334451.500000 Penalty: 5499.656738
	Iteration 22Q: 3 clusters Score -6334452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -6334459.000000 Penalty: 5499.656738
	Iteration 23Q: 3 clusters Score -6334459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -6334473.000000 Penalty: 5499.656738
	Iteration 24Q: 3 clusters Score -6334473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -6334468.500000 Penalty: 5499.656738
	Iteration 25Q: 3 clusters Score -6334468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -6334486.500000 Penalty: 5499.656738
	Iteration 26Q: 3 clusters Score -6334486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -6334481.000000 Penalty: 5499.656738
	Iteration 27Q: 3 clusters Score -6334481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -6334475.500000 Penalty: 5499.656738
	Iteration 28Q: 3 clusters Score -6334476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -6334483.000000 Penalty: 5499.656738
	Iteration 29Q: 3 clusters Score -6334483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58729 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -6334494.500000 Penalty: 5499.656738
	Iteration 30Q: 3 clusters Score -6334494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -6334483.500000 Penalty: 5499.656738
	Iteration 31Q: 3 clusters Score -6334484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -6334495.000000 Penalty: 5499.656738
	Iteration 32Q: 3 clusters Score -6334495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -6334495.500000 Penalty: 5499.656738
	Iteration 33Q: 3 clusters Score -6334496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -6334498.000000 Penalty: 5499.656738
	Iteration 34Q: 3 clusters Score -6334498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -6334511.000000 Penalty: 5499.656738
	Iteration 35Q: 3 clusters Score -6334511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -6334516.500000 Penalty: 5499.656738
	Iteration 36Q: 3 clusters Score -6334516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -6334518.500000 Penalty: 5499.656738
	Iteration 37Q: 3 clusters Score -6334518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -6334518.000000 Penalty: 5499.656738
	Iteration 38Q: 3 clusters Score -6334518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -6334506.500000 Penalty: 5499.656738
	Iteration 39Q: 3 clusters Score -6334506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -6334513.500000 Penalty: 5499.656738
	Iteration 40F: 3 clusters Score -6334514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -6334514.000000 Penalty: 5499.656738
	Iteration 41Q: 3 clusters Score -6334514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -6334519.000000 Penalty: 5499.656738
	Iteration 42Q: 3 clusters Score -6334519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58846 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -6334509.000000 Penalty: 5499.656738
	Iteration 43Q: 3 clusters Score -6334509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58848 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -6334513.500000 Penalty: 5499.656738
	Iteration 44Q: 3 clusters Score -6334514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -6334522.500000 Penalty: 5499.656738
	Iteration 45Q: 3 clusters Score -6334522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -6334524.500000 Penalty: 5499.656738
	Iteration 46Q: 3 clusters Score -6334524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -6334522.000000 Penalty: 5499.656738
	Iteration 47Q: 3 clusters Score -6334522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -6334514.500000 Penalty: 5499.656738
	Iteration 48Q: 3 clusters Score -6334514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -6334517.000000 Penalty: 5499.656738
	Iteration 49Q: 3 clusters Score -6334517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -6334517.000000 Penalty: 5499.656738
	Iteration 50F: 3 clusters Score -6334517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Entering Unmasked Estep 
Score: -1856327.750000 Penalty: 2455.008545
	Iteration 0F: 2 clusters Score -1856328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1842387.500000 Penalty: 4910.017090
	Iteration 0F: 3 clusters Score -1842388 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1847090.500000 Penalty: 4910.017090
	Iteration 1F: 3 clusters Score -1847090 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1847592.625000 Penalty: 4910.017090
	Iteration 2F: 3 clusters Score -1847593 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1848031.250000 Penalty: 4910.017090
	Iteration 3F: 3 clusters Score -1848031 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1848428.750000 Penalty: 4910.017090
	Iteration 4Q: 3 clusters Score -1848429 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1848863.750000 Penalty: 4910.017090
	Iteration 5Q: 3 clusters Score -1848864 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1849298.125000 Penalty: 4910.017090
	Iteration 6Q: 3 clusters Score -1849298 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1849836.250000 Penalty: 4910.017090
	Iteration 7Q: 3 clusters Score -1849836 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1850545.125000 Penalty: 4910.017090
	Iteration 8F: 3 clusters Score -1850545 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1851383.875000 Penalty: 4910.017090
	Iteration 9F: 3 clusters Score -1851384 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1852106.250000 Penalty: 4910.017090
	Iteration 10Q: 3 clusters Score -1852106 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1852674.625000 Penalty: 4910.017090
	Iteration 11Q: 3 clusters Score -1852675 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1853129.250000 Penalty: 4910.017090
	Iteration 12Q: 3 clusters Score -1853129 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1853521.625000 Penalty: 4910.017090
	Iteration 13Q: 3 clusters Score -1853522 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1853865.500000 Penalty: 4910.017090
	Iteration 14Q: 3 clusters Score -1853866 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1854213.875000 Penalty: 4910.017090
	Iteration 15Q: 3 clusters Score -1854214 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1854517.000000 Penalty: 4910.017090
	Iteration 16Q: 3 clusters Score -1854517 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1854715.250000 Penalty: 4910.017090
	Iteration 17Q: 3 clusters Score -1854715 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1854820.625000 Penalty: 4910.017090
	Iteration 18Q: 3 clusters Score -1854821 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1854891.875000 Penalty: 4910.017090
	Iteration 19Q: 3 clusters Score -1854892 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1854936.750000 Penalty: 4910.017090
	Iteration 20F: 3 clusters Score -1854937 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1854971.125000 Penalty: 4910.017090
	Iteration 21Q: 3 clusters Score -1854971 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1854995.125000 Penalty: 4910.017090
	Iteration 22Q: 3 clusters Score -1854995 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1855015.875000 Penalty: 4910.017090
	Iteration 23Q: 3 clusters Score -1855016 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1855032.125000 Penalty: 4910.017090
	Iteration 24Q: 3 clusters Score -1855032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1855038.875000 Penalty: 4910.017090
	Iteration 25Q: 3 clusters Score -1855039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1855045.875000 Penalty: 4910.017090
	Iteration 26Q: 3 clusters Score -1855046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1855052.625000 Penalty: 4910.017090
	Iteration 27Q: 3 clusters Score -1855053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1855058.875000 Penalty: 4910.017090
	Iteration 28Q: 3 clusters Score -1855059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1855064.000000 Penalty: 4910.017090
	Iteration 29Q: 3 clusters Score -1855064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1855066.125000 Penalty: 4910.017090
	Iteration 30Q: 3 clusters Score -1855066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1855062.625000 Penalty: 4910.017090
	Iteration 31Q: 3 clusters Score -1855063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1855065.250000 Penalty: 4910.017090
	Iteration 32Q: 3 clusters Score -1855065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1855067.500000 Penalty: 4910.017090
	Iteration 33Q: 3 clusters Score -1855068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1855067.500000 Penalty: 4910.017090
	Iteration 34F: 3 clusters Score -1855068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -842145.250000 Penalty: 2247.365234
	Iteration 0F: 2 clusters Score -842145.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -835320.000000 Penalty: 4494.730469
	Iteration 0F: 3 clusters Score -835320 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -837197.437500 Penalty: 4494.730469
	Iteration 1F: 3 clusters Score -837197.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -837437.750000 Penalty: 4494.730469
	Iteration 2F: 3 clusters Score -837437.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -837594.062500 Penalty: 4494.730469
	Iteration 3Q: 3 clusters Score -837594.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -837720.750000 Penalty: 4494.730469
	Iteration 4Q: 3 clusters Score -837720.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -837839.250000 Penalty: 4494.730469
	Iteration 5Q: 3 clusters Score -837839.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -837925.437500 Penalty: 4494.730469
	Iteration 6Q: 3 clusters Score -837925.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -838012.187500 Penalty: 4494.730469
	Iteration 7Q: 3 clusters Score -838012.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -838095.187500 Penalty: 4494.730469
	Iteration 8Q: 3 clusters Score -838095.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -838194.312500 Penalty: 4494.730469
	Iteration 9Q: 3 clusters Score -838194.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -838323.625000 Penalty: 4494.730469
	Iteration 10Q: 3 clusters Score -838323.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -838491.562500 Penalty: 4494.730469
	Iteration 11Q: 3 clusters Score -838491.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -838697.437500 Penalty: 4494.730469
	Iteration 12Q: 3 clusters Score -838697.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -838920.250000 Penalty: 4494.730469
	Iteration 13Q: 3 clusters Score -838920.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -839171.062500 Penalty: 4494.730469
	Iteration 14Q: 3 clusters Score -839171.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -839395.187500 Penalty: 4494.730469
	Iteration 15Q: 3 clusters Score -839395.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -839602.437500 Penalty: 4494.730469
	Iteration 16Q: 3 clusters Score -839602.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -839770.312500 Penalty: 4494.730469
	Iteration 17Q: 3 clusters Score -839770.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -839874.750000 Penalty: 4494.730469
	Iteration 18Q: 3 clusters Score -839874.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -839947.750000 Penalty: 4494.730469
	Iteration 19Q: 3 clusters Score -839947.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -840004.750000 Penalty: 4494.730469
	Iteration 20F: 3 clusters Score -840004.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -840043.812500 Penalty: 4494.730469
	Iteration 21Q: 3 clusters Score -840043.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -840075.625000 Penalty: 4494.730469
	Iteration 22Q: 3 clusters Score -840075.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -840097.375000 Penalty: 4494.730469
	Iteration 23Q: 3 clusters Score -840097.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -840119.437500 Penalty: 4494.730469
	Iteration 24Q: 3 clusters Score -840119.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -840136.750000 Penalty: 4494.730469
	Iteration 25Q: 3 clusters Score -840136.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -840147.687500 Penalty: 4494.730469
	Iteration 26Q: 3 clusters Score -840147.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -840152.375000 Penalty: 4494.730469
	Iteration 27Q: 3 clusters Score -840152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -840155.625000 Penalty: 4494.730469
	Iteration 28Q: 3 clusters Score -840155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -840158.000000 Penalty: 4494.730469
	Iteration 29Q: 3 clusters Score -840158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -840158.000000 Penalty: 4494.730469
	Iteration 30F: 3 clusters Score -840158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (221198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221198 members 
Entering Unmasked Estep 
Score: -21642248.000000 Penalty: 3052.089600
	Iteration 0F: 2 clusters Score -2.164225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110429 members 
Mstep: Class 2 contains 110769 members 
Entering Unmasked Estep 
Score: -21495702.000000 Penalty: 6104.179199
	Iteration 0F: 3 clusters Score -2.14957e+07 nChanged 106914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109367 members 
Mstep: Class 2 contains 111831 members 
Entering Unmasked Estep 
Score: -21559104.000000 Penalty: 6104.179199
	Iteration 1F: 3 clusters Score -2.15591e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108617 members 
Mstep: Class 2 contains 112581 members 
Entering Unmasked Estep 
Score: -21559904.000000 Penalty: 6104.179199
	Iteration 2Q: 3 clusters Score -2.15599e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107552 members 
Mstep: Class 2 contains 113646 members 
Entering Unmasked Estep 
Score: -21560762.000000 Penalty: 6104.179199
	Iteration 3Q: 3 clusters Score -2.156076e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 115339 members 
Entering Unmasked Estep 
Score: -21561824.000000 Penalty: 6104.179199
	Iteration 4Q: 3 clusters Score -2.156182e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103229 members 
Mstep: Class 2 contains 117969 members 
Entering Unmasked Estep 
Score: -21563116.000000 Penalty: 6104.179199
	Iteration 5Q: 3 clusters Score -2.156312e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 122167 members 
Entering Unmasked Estep 
Score: -21565012.000000 Penalty: 6104.179199
	Iteration 6Q: 3 clusters Score -2.156501e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92651 members 
Mstep: Class 2 contains 128547 members 
Entering Unmasked Estep 
Score: -21568044.000000 Penalty: 6104.179199
	Iteration 7Q: 3 clusters Score -2.156804e+07 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83475 members 
Mstep: Class 2 contains 137723 members 
Entering Unmasked Estep 
Score: -21573024.000000 Penalty: 6104.179199
	Iteration 8Q: 3 clusters Score -2.157302e+07 nChanged 12980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 150519 members 
Entering Unmasked Estep 
Score: -21580920.000000 Penalty: 6104.179199
	Iteration 9F: 3 clusters Score -2.158092e+07 nChanged 16888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 167387 members 
Entering Unmasked Estep 
Score: -21593572.000000 Penalty: 6104.179199
	Iteration 10F: 3 clusters Score -2.159357e+07 nChanged 19075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 186462 members 
Entering Unmasked Estep 
Score: -21609502.000000 Penalty: 6104.179199
	Iteration 11F: 3 clusters Score -2.16095e+07 nChanged 16664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 203126 members 
Entering Unmasked Estep 
Score: -21624084.000000 Penalty: 6104.179199
	Iteration 12F: 3 clusters Score -2.162408e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 213778 members 
Entering Unmasked Estep 
Score: -21633096.000000 Penalty: 6104.179199
	Iteration 13Q: 3 clusters Score -2.16331e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 218610 members 
Entering Unmasked Estep 
Score: -21637120.000000 Penalty: 6104.179199
	Iteration 14Q: 3 clusters Score -2.163712e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 220235 members 
Entering Unmasked Estep 
Score: -21638610.000000 Penalty: 6104.179199
	Iteration 15Q: 3 clusters Score -2.163861e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 220709 members 
Entering Unmasked Estep 
Score: -21639094.000000 Penalty: 6104.179199
	Iteration 16Q: 3 clusters Score -2.163909e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 220864 members 
Entering Unmasked Estep 
Score: -21639298.000000 Penalty: 6104.179199
	Iteration 17Q: 3 clusters Score -2.16393e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 220909 members 
Entering Unmasked Estep 
Score: -21639400.000000 Penalty: 6104.179199
	Iteration 18Q: 3 clusters Score -2.16394e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 220935 members 
Entering Unmasked Estep 
Score: -21639426.000000 Penalty: 6104.179199
	Iteration 19Q: 3 clusters Score -2.163943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 220948 members 
Entering Unmasked Estep 
Score: -21639432.000000 Penalty: 6104.179199
	Iteration 20F: 3 clusters Score -2.163943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 220953 members 
Entering Unmasked Estep 
Score: -21639440.000000 Penalty: 6104.179199
	Iteration 21Q: 3 clusters Score -2.163944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 220957 members 
Entering Unmasked Estep 
Score: -21639448.000000 Penalty: 6104.179199
	Iteration 22Q: 3 clusters Score -2.163945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 220962 members 
Entering Unmasked Estep 
Score: -21639466.000000 Penalty: 6104.179199
	Iteration 23Q: 3 clusters Score -2.163947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 220966 members 
Entering Unmasked Estep 
Score: -21639484.000000 Penalty: 6104.179199
	Iteration 24Q: 3 clusters Score -2.163948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 220967 members 
Entering Unmasked Estep 
Score: -21639492.000000 Penalty: 6104.179199
	Iteration 25Q: 3 clusters Score -2.163949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 220969 members 
Entering Unmasked Estep 
Score: -21639480.000000 Penalty: 6104.179199
	Iteration 26Q: 3 clusters Score -2.163948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 220969 members 
Entering Unmasked Estep 
Score: -21639478.000000 Penalty: 6104.179199
	Iteration 27Q: 3 clusters Score -2.163948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 220971 members 
Entering Unmasked Estep 
Score: -21639486.000000 Penalty: 6104.179199
	Iteration 28Q: 3 clusters Score -2.163949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 220972 members 
Entering Unmasked Estep 
Score: -21639500.000000 Penalty: 6104.179199
	Iteration 29Q: 3 clusters Score -2.16395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 220974 members 
Entering Unmasked Estep 
Score: -21639500.000000 Penalty: 6104.179199
	Iteration 30Q: 3 clusters Score -2.16395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 220975 members 
Entering Unmasked Estep 
Score: -21639496.000000 Penalty: 6104.179199
	Iteration 31Q: 3 clusters Score -2.16395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 220977 members 
Entering Unmasked Estep 
Score: -21639510.000000 Penalty: 6104.179199
	Iteration 32Q: 3 clusters Score -2.163951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220978 members 
Entering Unmasked Estep 
Score: -21639508.000000 Penalty: 6104.179199
	Iteration 33Q: 3 clusters Score -2.163951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220978 members 
Entering Unmasked Estep 
Score: -21639520.000000 Penalty: 6104.179199
	Iteration 34Q: 3 clusters Score -2.163952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 220981 members 
Entering Unmasked Estep 
Score: -21639518.000000 Penalty: 6104.179199
	Iteration 35Q: 3 clusters Score -2.163952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 220982 members 
Entering Unmasked Estep 
Score: -21639526.000000 Penalty: 6104.179199
	Iteration 36Q: 3 clusters Score -2.163953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 220982 members 
Entering Unmasked Estep 
Score: -21639526.000000 Penalty: 6104.179199
	Iteration 37F: 3 clusters Score -2.163953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Entering Unmasked Estep 
Score: -1582947.250000 Penalty: 2420.098633
	Iteration 0F: 2 clusters Score -1582947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1570781.375000 Penalty: 4840.197266
	Iteration 0F: 3 clusters Score -1570781 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1574995.750000 Penalty: 4840.197266
	Iteration 1F: 3 clusters Score -1574996 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1575578.250000 Penalty: 4840.197266
	Iteration 2F: 3 clusters Score -1575578 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1576193.250000 Penalty: 4840.197266
	Iteration 3F: 3 clusters Score -1576193 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1576921.125000 Penalty: 4840.197266
	Iteration 4F: 3 clusters Score -1576921 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1577703.375000 Penalty: 4840.197266
	Iteration 5F: 3 clusters Score -1577703 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1578560.875000 Penalty: 4840.197266
	Iteration 6F: 3 clusters Score -1578561 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1579388.375000 Penalty: 4840.197266
	Iteration 7F: 3 clusters Score -1579388 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1580213.125000 Penalty: 4840.197266
	Iteration 8F: 3 clusters Score -1580213 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1581175.500000 Penalty: 4840.197266
	Iteration 9Q: 3 clusters Score -1581176 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1582264.375000 Penalty: 4840.197266
	Iteration 10Q: 3 clusters Score -1582264 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1583280.875000 Penalty: 4840.197266
	Iteration 11Q: 3 clusters Score -1583281 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1583937.750000 Penalty: 4840.197266
	Iteration 12Q: 3 clusters Score -1583938 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1584198.250000 Penalty: 4840.197266
	Iteration 13Q: 3 clusters Score -1584198 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1584295.500000 Penalty: 4840.197266
	Iteration 14Q: 3 clusters Score -1584296 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1584351.000000 Penalty: 4840.197266
	Iteration 15Q: 3 clusters Score -1584351 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1584375.625000 Penalty: 4840.197266
	Iteration 16Q: 3 clusters Score -1584376 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1584408.875000 Penalty: 4840.197266
	Iteration 17Q: 3 clusters Score -1584409 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1584427.500000 Penalty: 4840.197266
	Iteration 18Q: 3 clusters Score -1584428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1584428.500000 Penalty: 4840.197266
	Iteration 19Q: 3 clusters Score -1584428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1584439.000000 Penalty: 4840.197266
	Iteration 20F: 3 clusters Score -1584439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1584437.000000 Penalty: 4840.197266
	Iteration 21Q: 3 clusters Score -1584437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1584439.500000 Penalty: 4840.197266
	Iteration 22Q: 3 clusters Score -1584440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1584443.500000 Penalty: 4840.197266
	Iteration 23Q: 3 clusters Score -1584444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1584441.000000 Penalty: 4840.197266
	Iteration 24Q: 3 clusters Score -1584441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1584440.500000 Penalty: 4840.197266
	Iteration 25Q: 3 clusters Score -1584440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1584440.500000 Penalty: 4840.197266
	Iteration 26F: 3 clusters Score -1584440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135047 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230564 members 
Mstep: Class 4 contains 12706 members 
Mstep: Class 5 contains 32247 members 
Mstep: Class 6 contains 310371 members 
Mstep: Class 7 contains 98075 members 
Mstep: Class 8 contains 7669 members 
Mstep: Class 9 contains 35651 members 
Mstep: Class 10 contains 5890 members 
Mstep: Class 11 contains 225808 members 
Mstep: Class 12 contains 65383 members 
Mstep: Class 13 contains 19915 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 221198 members 
Mstep: Class 16 contains 6743 members 
Mstep: Class 17 contains 8845 members 
Mstep: Class 18 contains 4532 members 
Mstep: Class 19 contains 7213 members 
Mstep: Class 20 contains 4815 members 
Mstep: Class 21 contains 6598 members 
Mstep: Class 22 contains 102884 members 
Mstep: Class 23 contains 5100 members 
Mstep: Class 24 contains 14136 members 
Mstep: Class 25 contains 5936 members 
Mstep: Class 26 contains 18382 members 
Mstep: Class 27 contains 11474 members 
Mstep: Class 28 contains 9348 members 
Mstep: Class 29 contains 10516 members 
Mstep: Class 30 contains 25465 members 
Mstep: Class 31 contains 10557 members 
Entering Unmasked Estep 
Score: -157689504.000000 Penalty: 110165.539062
Splitting cluster 16 changes total score from -157688560.000000 to -157689504.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (8845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Entering Unmasked Estep 
Score: -838732.187500 Penalty: 2253.726562
	Iteration 0F: 2 clusters Score -838732.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -831825.937500 Penalty: 4507.453125
	Iteration 0F: 3 clusters Score -831825.9 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -833728.000000 Penalty: 4507.453125
	Iteration 1F: 3 clusters Score -833728 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -834007.437500 Penalty: 4507.453125
	Iteration 2F: 3 clusters Score -834007.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -834189.687500 Penalty: 4507.453125
	Iteration 3Q: 3 clusters Score -834189.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -834329.625000 Penalty: 4507.453125
	Iteration 4Q: 3 clusters Score -834329.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -834450.875000 Penalty: 4507.453125
	Iteration 5Q: 3 clusters Score -834450.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -834575.187500 Penalty: 4507.453125
	Iteration 6Q: 3 clusters Score -834575.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -834688.062500 Penalty: 4507.453125
	Iteration 7Q: 3 clusters Score -834688.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -834795.312500 Penalty: 4507.453125
	Iteration 8Q: 3 clusters Score -834795.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -834915.125000 Penalty: 4507.453125
	Iteration 9Q: 3 clusters Score -834915.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -835027.187500 Penalty: 4507.453125
	Iteration 10Q: 3 clusters Score -835027.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -835141.937500 Penalty: 4507.453125
	Iteration 11Q: 3 clusters Score -835141.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -835268.875000 Penalty: 4507.453125
	Iteration 12Q: 3 clusters Score -835268.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -835392.250000 Penalty: 4507.453125
	Iteration 13Q: 3 clusters Score -835392.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -835509.312500 Penalty: 4507.453125
	Iteration 14Q: 3 clusters Score -835509.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -835630.062500 Penalty: 4507.453125
	Iteration 15Q: 3 clusters Score -835630.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -835746.062500 Penalty: 4507.453125
	Iteration 16Q: 3 clusters Score -835746.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -835844.000000 Penalty: 4507.453125
	Iteration 17Q: 3 clusters Score -835844 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -835951.687500 Penalty: 4507.453125
	Iteration 18Q: 3 clusters Score -835951.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -836032.812500 Penalty: 4507.453125
	Iteration 19Q: 3 clusters Score -836032.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -836095.187500 Penalty: 4507.453125
	Iteration 20F: 3 clusters Score -836095.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -836154.937500 Penalty: 4507.453125
	Iteration 21Q: 3 clusters Score -836154.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -836198.500000 Penalty: 4507.453125
	Iteration 22Q: 3 clusters Score -836198.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -836232.687500 Penalty: 4507.453125
	Iteration 23Q: 3 clusters Score -836232.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -836258.687500 Penalty: 4507.453125
	Iteration 24Q: 3 clusters Score -836258.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -836293.812500 Penalty: 4507.453125
	Iteration 25Q: 3 clusters Score -836293.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -836323.937500 Penalty: 4507.453125
	Iteration 26Q: 3 clusters Score -836323.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -836347.437500 Penalty: 4507.453125
	Iteration 27Q: 3 clusters Score -836347.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -836369.687500 Penalty: 4507.453125
	Iteration 28Q: 3 clusters Score -836369.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -836395.812500 Penalty: 4507.453125
	Iteration 29Q: 3 clusters Score -836395.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -836415.312500 Penalty: 4507.453125
	Iteration 30Q: 3 clusters Score -836415.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -836444.125000 Penalty: 4507.453125
	Iteration 31Q: 3 clusters Score -836444.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -836492.375000 Penalty: 4507.453125
	Iteration 32Q: 3 clusters Score -836492.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -836565.437500 Penalty: 4507.453125
	Iteration 33Q: 3 clusters Score -836565.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -836636.687500 Penalty: 4507.453125
	Iteration 34Q: 3 clusters Score -836636.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -836719.750000 Penalty: 4507.453125
	Iteration 35Q: 3 clusters Score -836719.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -836788.437500 Penalty: 4507.453125
	Iteration 36Q: 3 clusters Score -836788.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -836847.187500 Penalty: 4507.453125
	Iteration 37Q: 3 clusters Score -836847.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -836895.875000 Penalty: 4507.453125
	Iteration 38Q: 3 clusters Score -836895.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -836938.812500 Penalty: 4507.453125
	Iteration 39Q: 3 clusters Score -836938.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -836972.812500 Penalty: 4507.453125
	Iteration 40F: 3 clusters Score -836972.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -836996.625000 Penalty: 4507.453125
	Iteration 41Q: 3 clusters Score -836996.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -837014.437500 Penalty: 4507.453125
	Iteration 42Q: 3 clusters Score -837014.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -837028.687500 Penalty: 4507.453125
	Iteration 43Q: 3 clusters Score -837028.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -837036.875000 Penalty: 4507.453125
	Iteration 44Q: 3 clusters Score -837036.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -837043.250000 Penalty: 4507.453125
	Iteration 45Q: 3 clusters Score -837043.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -837047.187500 Penalty: 4507.453125
	Iteration 46Q: 3 clusters Score -837047.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -837048.312500 Penalty: 4507.453125
	Iteration 47Q: 3 clusters Score -837048.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -837053.687500 Penalty: 4507.453125
	Iteration 48Q: 3 clusters Score -837053.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -837057.375000 Penalty: 4507.453125
	Iteration 49Q: 3 clusters Score -837057.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -837060.437500 Penalty: 4507.453125
	Iteration 50Q: 3 clusters Score -837060.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -837062.812500 Penalty: 4507.453125
	Iteration 51Q: 3 clusters Score -837062.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -837065.250000 Penalty: 4507.453125
	Iteration 52Q: 3 clusters Score -837065.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -837067.687500 Penalty: 4507.453125
	Iteration 53Q: 3 clusters Score -837067.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -837072.062500 Penalty: 4507.453125
	Iteration 54Q: 3 clusters Score -837072.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -837076.500000 Penalty: 4507.453125
	Iteration 55Q: 3 clusters Score -837076.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -837080.437500 Penalty: 4507.453125
	Iteration 56Q: 3 clusters Score -837080.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -837083.375000 Penalty: 4507.453125
	Iteration 57Q: 3 clusters Score -837083.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -837086.750000 Penalty: 4507.453125
	Iteration 58Q: 3 clusters Score -837086.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -837091.562500 Penalty: 4507.453125
	Iteration 59Q: 3 clusters Score -837091.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -837099.687500 Penalty: 4507.453125
	Iteration 60F: 3 clusters Score -837099.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -837103.500000 Penalty: 4507.453125
	Iteration 61Q: 3 clusters Score -837103.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -837108.062500 Penalty: 4507.453125
	Iteration 62Q: 3 clusters Score -837108.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -837114.687500 Penalty: 4507.453125
	Iteration 63Q: 3 clusters Score -837114.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -837124.187500 Penalty: 4507.453125
	Iteration 64Q: 3 clusters Score -837124.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -837131.625000 Penalty: 4507.453125
	Iteration 65Q: 3 clusters Score -837131.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -837137.312500 Penalty: 4507.453125
	Iteration 66Q: 3 clusters Score -837137.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -837145.937500 Penalty: 4507.453125
	Iteration 67Q: 3 clusters Score -837145.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -837150.750000 Penalty: 4507.453125
	Iteration 68Q: 3 clusters Score -837150.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -837152.125000 Penalty: 4507.453125
	Iteration 69Q: 3 clusters Score -837152.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -837153.687500 Penalty: 4507.453125
	Iteration 70Q: 3 clusters Score -837153.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -837154.812500 Penalty: 4507.453125
	Iteration 71Q: 3 clusters Score -837154.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -837158.875000 Penalty: 4507.453125
	Iteration 72Q: 3 clusters Score -837158.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -837163.500000 Penalty: 4507.453125
	Iteration 73Q: 3 clusters Score -837163.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -837173.125000 Penalty: 4507.453125
	Iteration 74Q: 3 clusters Score -837173.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -837181.812500 Penalty: 4507.453125
	Iteration 75Q: 3 clusters Score -837181.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -837193.187500 Penalty: 4507.453125
	Iteration 76Q: 3 clusters Score -837193.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -837195.687500 Penalty: 4507.453125
	Iteration 77Q: 3 clusters Score -837195.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -837197.375000 Penalty: 4507.453125
	Iteration 78Q: 3 clusters Score -837197.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -837200.000000 Penalty: 4507.453125
	Iteration 79Q: 3 clusters Score -837200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -837200.625000 Penalty: 4507.453125
	Iteration 80F: 3 clusters Score -837200.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -837201.812500 Penalty: 4507.453125
	Iteration 81Q: 3 clusters Score -837201.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -837202.812500 Penalty: 4507.453125
	Iteration 82Q: 3 clusters Score -837202.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -837204.625000 Penalty: 4507.453125
	Iteration 83Q: 3 clusters Score -837204.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -837208.687500 Penalty: 4507.453125
	Iteration 84Q: 3 clusters Score -837208.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -837214.562500 Penalty: 4507.453125
	Iteration 85Q: 3 clusters Score -837214.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -837219.375000 Penalty: 4507.453125
	Iteration 86Q: 3 clusters Score -837219.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -837228.625000 Penalty: 4507.453125
	Iteration 87Q: 3 clusters Score -837228.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -837239.812500 Penalty: 4507.453125
	Iteration 88Q: 3 clusters Score -837239.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -837254.062500 Penalty: 4507.453125
	Iteration 89Q: 3 clusters Score -837254.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -837261.187500 Penalty: 4507.453125
	Iteration 90Q: 3 clusters Score -837261.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -837268.562500 Penalty: 4507.453125
	Iteration 91Q: 3 clusters Score -837268.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -837278.000000 Penalty: 4507.453125
	Iteration 92Q: 3 clusters Score -837278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -837285.437500 Penalty: 4507.453125
	Iteration 93Q: 3 clusters Score -837285.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -837296.250000 Penalty: 4507.453125
	Iteration 94Q: 3 clusters Score -837296.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -837300.625000 Penalty: 4507.453125
	Iteration 95Q: 3 clusters Score -837300.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -837308.062500 Penalty: 4507.453125
	Iteration 96Q: 3 clusters Score -837308.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -837314.062500 Penalty: 4507.453125
	Iteration 97Q: 3 clusters Score -837314.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -837323.250000 Penalty: 4507.453125
	Iteration 98Q: 3 clusters Score -837323.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -837337.062500 Penalty: 4507.453125
	Iteration 99Q: 3 clusters Score -837337.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -837351.312500 Penalty: 4507.453125
	Iteration 100F: 3 clusters Score -837351.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -837362.875000 Penalty: 4507.453125
	Iteration 101Q: 3 clusters Score -837362.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -837373.375000 Penalty: 4507.453125
	Iteration 102Q: 3 clusters Score -837373.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -837382.187500 Penalty: 4507.453125
	Iteration 103Q: 3 clusters Score -837382.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -837396.187500 Penalty: 4507.453125
	Iteration 104Q: 3 clusters Score -837396.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -837404.750000 Penalty: 4507.453125
	Iteration 105Q: 3 clusters Score -837404.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -837418.187500 Penalty: 4507.453125
	Iteration 106Q: 3 clusters Score -837418.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -837433.187500 Penalty: 4507.453125
	Iteration 107Q: 3 clusters Score -837433.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -837442.625000 Penalty: 4507.453125
	Iteration 108Q: 3 clusters Score -837442.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -837453.687500 Penalty: 4507.453125
	Iteration 109Q: 3 clusters Score -837453.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -837462.187500 Penalty: 4507.453125
	Iteration 110Q: 3 clusters Score -837462.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -837469.562500 Penalty: 4507.453125
	Iteration 111Q: 3 clusters Score -837469.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -837477.562500 Penalty: 4507.453125
	Iteration 112Q: 3 clusters Score -837477.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -837479.000000 Penalty: 4507.453125
	Iteration 113Q: 3 clusters Score -837479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -837484.312500 Penalty: 4507.453125
	Iteration 114Q: 3 clusters Score -837484.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -837484.750000 Penalty: 4507.453125
	Iteration 115Q: 3 clusters Score -837484.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -837484.437500 Penalty: 4507.453125
	Iteration 116Q: 3 clusters Score -837484.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -837486.187500 Penalty: 4507.453125
	Iteration 117Q: 3 clusters Score -837486.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -837488.375000 Penalty: 4507.453125
	Iteration 118Q: 3 clusters Score -837488.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -837489.937500 Penalty: 4507.453125
	Iteration 119Q: 3 clusters Score -837489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -837488.562500 Penalty: 4507.453125
	Iteration 120F: 3 clusters Score -837488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -837489.875000 Penalty: 4507.453125
	Iteration 121Q: 3 clusters Score -837489.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -837491.062500 Penalty: 4507.453125
	Iteration 122Q: 3 clusters Score -837491.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -837493.562500 Penalty: 4507.453125
	Iteration 123Q: 3 clusters Score -837493.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -837493.250000 Penalty: 4507.453125
	Iteration 124Q: 3 clusters Score -837493.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -837493.812500 Penalty: 4507.453125
	Iteration 125Q: 3 clusters Score -837493.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -837493.125000 Penalty: 4507.453125
	Iteration 126Q: 3 clusters Score -837493.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -837496.375000 Penalty: 4507.453125
	Iteration 127Q: 3 clusters Score -837496.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -837498.187500 Penalty: 4507.453125
	Iteration 128Q: 3 clusters Score -837498.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -837498.187500 Penalty: 4507.453125
	Iteration 129Q: 3 clusters Score -837498.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -837499.687500 Penalty: 4507.453125
	Iteration 130Q: 3 clusters Score -837499.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -837500.750000 Penalty: 4507.453125
	Iteration 131Q: 3 clusters Score -837500.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -837503.500000 Penalty: 4507.453125
	Iteration 132Q: 3 clusters Score -837503.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -837504.875000 Penalty: 4507.453125
	Iteration 133Q: 3 clusters Score -837504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -837505.125000 Penalty: 4507.453125
	Iteration 134Q: 3 clusters Score -837505.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -837505.125000 Penalty: 4507.453125
	Iteration 135Q: 3 clusters Score -837505.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -837504.125000 Penalty: 4507.453125
	Iteration 136Q: 3 clusters Score -837504.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -837506.000000 Penalty: 4507.453125
	Iteration 137Q: 3 clusters Score -837506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -837506.875000 Penalty: 4507.453125
	Iteration 138Q: 3 clusters Score -837506.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -837506.687500 Penalty: 4507.453125
	Iteration 139Q: 3 clusters Score -837506.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -837508.812500 Penalty: 4507.453125
	Iteration 140F: 3 clusters Score -837508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -837509.187500 Penalty: 4507.453125
	Iteration 141Q: 3 clusters Score -837509.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -837510.187500 Penalty: 4507.453125
	Iteration 142Q: 3 clusters Score -837510.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -837510.187500 Penalty: 4507.453125
	Iteration 143Q: 3 clusters Score -837510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -837511.250000 Penalty: 4507.453125
	Iteration 144Q: 3 clusters Score -837511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -837511.125000 Penalty: 4507.453125
	Iteration 145Q: 3 clusters Score -837511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -837511.125000 Penalty: 4507.453125
	Iteration 146F: 3 clusters Score -837511.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Entering Unmasked Estep 
Score: -417197.062500 Penalty: 2087.891846
	Iteration 0F: 2 clusters Score -417197.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -412963.031250 Penalty: 4175.783691
	Iteration 0F: 3 clusters Score -412963 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -413950.750000 Penalty: 4175.783691
	Iteration 1F: 3 clusters Score -413950.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -414190.718750 Penalty: 4175.783691
	Iteration 2F: 3 clusters Score -414190.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -414335.937500 Penalty: 4175.783691
	Iteration 3F: 3 clusters Score -414335.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -414442.750000 Penalty: 4175.783691
	Iteration 4Q: 3 clusters Score -414442.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -414522.312500 Penalty: 4175.783691
	Iteration 5Q: 3 clusters Score -414522.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -414582.281250 Penalty: 4175.783691
	Iteration 6Q: 3 clusters Score -414582.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -414643.125000 Penalty: 4175.783691
	Iteration 7Q: 3 clusters Score -414643.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -414712.843750 Penalty: 4175.783691
	Iteration 8Q: 3 clusters Score -414712.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -414784.125000 Penalty: 4175.783691
	Iteration 9Q: 3 clusters Score -414784.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -414851.312500 Penalty: 4175.783691
	Iteration 10Q: 3 clusters Score -414851.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -414933.343750 Penalty: 4175.783691
	Iteration 11Q: 3 clusters Score -414933.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -415030.468750 Penalty: 4175.783691
	Iteration 12Q: 3 clusters Score -415030.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -415144.281250 Penalty: 4175.783691
	Iteration 13Q: 3 clusters Score -415144.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -415252.000000 Penalty: 4175.783691
	Iteration 14Q: 3 clusters Score -415252 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -415357.875000 Penalty: 4175.783691
	Iteration 15Q: 3 clusters Score -415357.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -415495.968750 Penalty: 4175.783691
	Iteration 16Q: 3 clusters Score -415496 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -415676.562500 Penalty: 4175.783691
	Iteration 17Q: 3 clusters Score -415676.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -415906.312500 Penalty: 4175.783691
	Iteration 18Q: 3 clusters Score -415906.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -416117.843750 Penalty: 4175.783691
	Iteration 19Q: 3 clusters Score -416117.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -416308.343750 Penalty: 4175.783691
	Iteration 20F: 3 clusters Score -416308.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -416409.875000 Penalty: 4175.783691
	Iteration 21Q: 3 clusters Score -416409.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -416478.937500 Penalty: 4175.783691
	Iteration 22Q: 3 clusters Score -416478.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -416510.906250 Penalty: 4175.783691
	Iteration 23Q: 3 clusters Score -416510.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -416528.156250 Penalty: 4175.783691
	Iteration 24Q: 3 clusters Score -416528.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -416543.375000 Penalty: 4175.783691
	Iteration 25Q: 3 clusters Score -416543.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -416550.562500 Penalty: 4175.783691
	Iteration 26Q: 3 clusters Score -416550.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -416554.312500 Penalty: 4175.783691
	Iteration 27Q: 3 clusters Score -416554.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -416558.375000 Penalty: 4175.783691
	Iteration 28Q: 3 clusters Score -416558.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -416562.937500 Penalty: 4175.783691
	Iteration 29Q: 3 clusters Score -416562.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -416565.312500 Penalty: 4175.783691
	Iteration 30Q: 3 clusters Score -416565.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -416569.281250 Penalty: 4175.783691
	Iteration 31Q: 3 clusters Score -416569.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -416574.625000 Penalty: 4175.783691
	Iteration 32Q: 3 clusters Score -416574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -416576.000000 Penalty: 4175.783691
	Iteration 33Q: 3 clusters Score -416576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -416578.500000 Penalty: 4175.783691
	Iteration 34Q: 3 clusters Score -416578.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -416580.468750 Penalty: 4175.783691
	Iteration 35Q: 3 clusters Score -416580.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -416584.687500 Penalty: 4175.783691
	Iteration 36Q: 3 clusters Score -416584.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -416586.750000 Penalty: 4175.783691
	Iteration 37Q: 3 clusters Score -416586.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -416589.437500 Penalty: 4175.783691
	Iteration 38Q: 3 clusters Score -416589.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -416591.281250 Penalty: 4175.783691
	Iteration 39Q: 3 clusters Score -416591.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -416592.062500 Penalty: 4175.783691
	Iteration 40F: 3 clusters Score -416592.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -416592.968750 Penalty: 4175.783691
	Iteration 41Q: 3 clusters Score -416593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -416592.968750 Penalty: 4175.783691
	Iteration 42F: 3 clusters Score -416593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Entering Unmasked Estep 
Score: -670333.000000 Penalty: 2203.142822
	Iteration 0F: 2 clusters Score -670333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -664473.500000 Penalty: 4406.285645
	Iteration 0F: 3 clusters Score -664473.5 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -666055.500000 Penalty: 4406.285645
	Iteration 1F: 3 clusters Score -666055.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -666307.000000 Penalty: 4406.285645
	Iteration 2F: 3 clusters Score -666307 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -666456.062500 Penalty: 4406.285645
	Iteration 3Q: 3 clusters Score -666456.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -666566.625000 Penalty: 4406.285645
	Iteration 4Q: 3 clusters Score -666566.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -666668.437500 Penalty: 4406.285645
	Iteration 5Q: 3 clusters Score -666668.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -666758.125000 Penalty: 4406.285645
	Iteration 6Q: 3 clusters Score -666758.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -666849.437500 Penalty: 4406.285645
	Iteration 7Q: 3 clusters Score -666849.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -666952.687500 Penalty: 4406.285645
	Iteration 8Q: 3 clusters Score -666952.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -667109.687500 Penalty: 4406.285645
	Iteration 9Q: 3 clusters Score -667109.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -667303.125000 Penalty: 4406.285645
	Iteration 10Q: 3 clusters Score -667303.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -667602.187500 Penalty: 4406.285645
	Iteration 11Q: 3 clusters Score -667602.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -668062.750000 Penalty: 4406.285645
	Iteration 12Q: 3 clusters Score -668062.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -668725.875000 Penalty: 4406.285645
	Iteration 13F: 3 clusters Score -668725.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -669354.875000 Penalty: 4406.285645
	Iteration 14F: 3 clusters Score -669354.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -669869.187500 Penalty: 4406.285645
	Iteration 15Q: 3 clusters Score -669869.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -670145.937500 Penalty: 4406.285645
	Iteration 16Q: 3 clusters Score -670145.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -670250.062500 Penalty: 4406.285645
	Iteration 17Q: 3 clusters Score -670250.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -670304.000000 Penalty: 4406.285645
	Iteration 18Q: 3 clusters Score -670304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -670337.625000 Penalty: 4406.285645
	Iteration 19Q: 3 clusters Score -670337.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -670372.812500 Penalty: 4406.285645
	Iteration 20F: 3 clusters Score -670372.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -670399.375000 Penalty: 4406.285645
	Iteration 21Q: 3 clusters Score -670399.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -670422.625000 Penalty: 4406.285645
	Iteration 22Q: 3 clusters Score -670422.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -670444.000000 Penalty: 4406.285645
	Iteration 23Q: 3 clusters Score -670444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -670453.625000 Penalty: 4406.285645
	Iteration 24Q: 3 clusters Score -670453.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -670466.437500 Penalty: 4406.285645
	Iteration 25Q: 3 clusters Score -670466.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -670469.125000 Penalty: 4406.285645
	Iteration 26Q: 3 clusters Score -670469.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -670477.500000 Penalty: 4406.285645
	Iteration 27Q: 3 clusters Score -670477.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -670486.125000 Penalty: 4406.285645
	Iteration 28Q: 3 clusters Score -670486.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -670493.125000 Penalty: 4406.285645
	Iteration 29Q: 3 clusters Score -670493.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -670501.375000 Penalty: 4406.285645
	Iteration 30Q: 3 clusters Score -670501.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -670512.000000 Penalty: 4406.285645
	Iteration 31Q: 3 clusters Score -670512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -670524.312500 Penalty: 4406.285645
	Iteration 32Q: 3 clusters Score -670524.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -670538.250000 Penalty: 4406.285645
	Iteration 33Q: 3 clusters Score -670538.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -670546.625000 Penalty: 4406.285645
	Iteration 34Q: 3 clusters Score -670546.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -670558.562500 Penalty: 4406.285645
	Iteration 35Q: 3 clusters Score -670558.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -670576.625000 Penalty: 4406.285645
	Iteration 36Q: 3 clusters Score -670576.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -670588.375000 Penalty: 4406.285645
	Iteration 37Q: 3 clusters Score -670588.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -670594.562500 Penalty: 4406.285645
	Iteration 38Q: 3 clusters Score -670594.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -670596.437500 Penalty: 4406.285645
	Iteration 39Q: 3 clusters Score -670596.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -670600.562500 Penalty: 4406.285645
	Iteration 40F: 3 clusters Score -670600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -670600.812500 Penalty: 4406.285645
	Iteration 41Q: 3 clusters Score -670600.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -670600.625000 Penalty: 4406.285645
	Iteration 42Q: 3 clusters Score -670600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -670600.625000 Penalty: 4406.285645
	Iteration 43F: 3 clusters Score -670600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135047 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230564 members 
Mstep: Class 4 contains 12706 members 
Mstep: Class 5 contains 32247 members 
Mstep: Class 6 contains 310371 members 
Mstep: Class 7 contains 98075 members 
Mstep: Class 8 contains 7669 members 
Mstep: Class 9 contains 35651 members 
Mstep: Class 10 contains 5890 members 
Mstep: Class 11 contains 225808 members 
Mstep: Class 12 contains 65383 members 
Mstep: Class 13 contains 19915 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 221198 members 
Mstep: Class 16 contains 6743 members 
Mstep: Class 17 contains 8845 members 
Mstep: Class 18 contains 4532 members 
Mstep: Class 19 contains 5243 members 
Mstep: Class 20 contains 4815 members 
Mstep: Class 21 contains 6598 members 
Mstep: Class 22 contains 102884 members 
Mstep: Class 23 contains 5100 members 
Mstep: Class 24 contains 14136 members 
Mstep: Class 25 contains 5936 members 
Mstep: Class 26 contains 18382 members 
Mstep: Class 27 contains 11474 members 
Mstep: Class 28 contains 9348 members 
Mstep: Class 29 contains 10516 members 
Mstep: Class 30 contains 25465 members 
Mstep: Class 31 contains 10557 members 
Mstep: Class 32 contains 1970 members 
Entering Unmasked Estep 
Score: -157688656.000000 Penalty: 113719.265625
Splitting cluster 19 changes total score from -157688560.000000 to -157688656.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (4815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Entering Unmasked Estep 
Score: -448862.625000 Penalty: 2102.913818
	Iteration 0F: 2 clusters Score -448862.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -444394.812500 Penalty: 4205.827637
	Iteration 0F: 3 clusters Score -444394.8 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -445495.218750 Penalty: 4205.827637
	Iteration 1F: 3 clusters Score -445495.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -445803.250000 Penalty: 4205.827637
	Iteration 2F: 3 clusters Score -445803.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -445974.000000 Penalty: 4205.827637
	Iteration 3F: 3 clusters Score -445974 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -446085.718750 Penalty: 4205.827637
	Iteration 4Q: 3 clusters Score -446085.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -446162.781250 Penalty: 4205.827637
	Iteration 5Q: 3 clusters Score -446162.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -446223.437500 Penalty: 4205.827637
	Iteration 6Q: 3 clusters Score -446223.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -446267.468750 Penalty: 4205.827637
	Iteration 7Q: 3 clusters Score -446267.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -446303.562500 Penalty: 4205.827637
	Iteration 8Q: 3 clusters Score -446303.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -446329.593750 Penalty: 4205.827637
	Iteration 9Q: 3 clusters Score -446329.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -446351.125000 Penalty: 4205.827637
	Iteration 10Q: 3 clusters Score -446351.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -446374.031250 Penalty: 4205.827637
	Iteration 11Q: 3 clusters Score -446374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -446395.625000 Penalty: 4205.827637
	Iteration 12Q: 3 clusters Score -446395.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -446418.906250 Penalty: 4205.827637
	Iteration 13Q: 3 clusters Score -446418.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -446435.531250 Penalty: 4205.827637
	Iteration 14Q: 3 clusters Score -446435.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -446449.687500 Penalty: 4205.827637
	Iteration 15Q: 3 clusters Score -446449.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -446459.156250 Penalty: 4205.827637
	Iteration 16Q: 3 clusters Score -446459.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -446469.812500 Penalty: 4205.827637
	Iteration 17Q: 3 clusters Score -446469.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -446478.281250 Penalty: 4205.827637
	Iteration 18Q: 3 clusters Score -446478.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -446491.031250 Penalty: 4205.827637
	Iteration 19Q: 3 clusters Score -446491 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -446506.718750 Penalty: 4205.827637
	Iteration 20F: 3 clusters Score -446506.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -446515.906250 Penalty: 4205.827637
	Iteration 21Q: 3 clusters Score -446515.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -446525.218750 Penalty: 4205.827637
	Iteration 22Q: 3 clusters Score -446525.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -446530.781250 Penalty: 4205.827637
	Iteration 23Q: 3 clusters Score -446530.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -446537.750000 Penalty: 4205.827637
	Iteration 24Q: 3 clusters Score -446537.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -446544.468750 Penalty: 4205.827637
	Iteration 25Q: 3 clusters Score -446544.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -446552.718750 Penalty: 4205.827637
	Iteration 26Q: 3 clusters Score -446552.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -446563.312500 Penalty: 4205.827637
	Iteration 27Q: 3 clusters Score -446563.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -446571.812500 Penalty: 4205.827637
	Iteration 28Q: 3 clusters Score -446571.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -446580.968750 Penalty: 4205.827637
	Iteration 29Q: 3 clusters Score -446581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -446590.250000 Penalty: 4205.827637
	Iteration 30Q: 3 clusters Score -446590.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -446602.343750 Penalty: 4205.827637
	Iteration 31Q: 3 clusters Score -446602.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -446618.562500 Penalty: 4205.827637
	Iteration 32Q: 3 clusters Score -446618.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -446635.562500 Penalty: 4205.827637
	Iteration 33Q: 3 clusters Score -446635.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -446657.593750 Penalty: 4205.827637
	Iteration 34Q: 3 clusters Score -446657.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -446680.343750 Penalty: 4205.827637
	Iteration 35Q: 3 clusters Score -446680.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -446703.156250 Penalty: 4205.827637
	Iteration 36Q: 3 clusters Score -446703.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -446726.406250 Penalty: 4205.827637
	Iteration 37Q: 3 clusters Score -446726.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -446753.000000 Penalty: 4205.827637
	Iteration 38Q: 3 clusters Score -446753 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -446780.062500 Penalty: 4205.827637
	Iteration 39Q: 3 clusters Score -446780.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -446815.468750 Penalty: 4205.827637
	Iteration 40F: 3 clusters Score -446815.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -446842.531250 Penalty: 4205.827637
	Iteration 41Q: 3 clusters Score -446842.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -446871.562500 Penalty: 4205.827637
	Iteration 42Q: 3 clusters Score -446871.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -446904.500000 Penalty: 4205.827637
	Iteration 43Q: 3 clusters Score -446904.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -446936.562500 Penalty: 4205.827637
	Iteration 44Q: 3 clusters Score -446936.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -446986.000000 Penalty: 4205.827637
	Iteration 45Q: 3 clusters Score -446986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -447042.343750 Penalty: 4205.827637
	Iteration 46Q: 3 clusters Score -447042.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -447110.812500 Penalty: 4205.827637
	Iteration 47Q: 3 clusters Score -447110.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -447178.593750 Penalty: 4205.827637
	Iteration 48Q: 3 clusters Score -447178.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -447262.468750 Penalty: 4205.827637
	Iteration 49Q: 3 clusters Score -447262.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -447352.156250 Penalty: 4205.827637
	Iteration 50Q: 3 clusters Score -447352.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -447440.593750 Penalty: 4205.827637
	Iteration 51Q: 3 clusters Score -447440.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -447509.625000 Penalty: 4205.827637
	Iteration 52Q: 3 clusters Score -447509.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -447565.562500 Penalty: 4205.827637
	Iteration 53Q: 3 clusters Score -447565.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -447613.812500 Penalty: 4205.827637
	Iteration 54Q: 3 clusters Score -447613.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -447648.812500 Penalty: 4205.827637
	Iteration 55Q: 3 clusters Score -447648.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -447679.843750 Penalty: 4205.827637
	Iteration 56Q: 3 clusters Score -447679.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -447705.812500 Penalty: 4205.827637
	Iteration 57Q: 3 clusters Score -447705.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -447730.437500 Penalty: 4205.827637
	Iteration 58Q: 3 clusters Score -447730.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -447748.531250 Penalty: 4205.827637
	Iteration 59Q: 3 clusters Score -447748.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -447761.468750 Penalty: 4205.827637
	Iteration 60F: 3 clusters Score -447761.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -447771.937500 Penalty: 4205.827637
	Iteration 61Q: 3 clusters Score -447771.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -447775.437500 Penalty: 4205.827637
	Iteration 62Q: 3 clusters Score -447775.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -447777.781250 Penalty: 4205.827637
	Iteration 63Q: 3 clusters Score -447777.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -447778.625000 Penalty: 4205.827637
	Iteration 64Q: 3 clusters Score -447778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -447778.687500 Penalty: 4205.827637
	Iteration 65Q: 3 clusters Score -447778.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -447779.406250 Penalty: 4205.827637
	Iteration 66Q: 3 clusters Score -447779.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -447779.093750 Penalty: 4205.827637
	Iteration 67Q: 3 clusters Score -447779.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -447779.093750 Penalty: 4205.827637
	Iteration 68F: 3 clusters Score -447779.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Entering Unmasked Estep 
Score: -623724.750000 Penalty: 2181.041504
	Iteration 0F: 2 clusters Score -623724.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -618283.687500 Penalty: 4362.083008
	Iteration 0F: 3 clusters Score -618283.7 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -619720.062500 Penalty: 4362.083008
	Iteration 1F: 3 clusters Score -619720.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -619980.625000 Penalty: 4362.083008
	Iteration 2F: 3 clusters Score -619980.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -620149.625000 Penalty: 4362.083008
	Iteration 3F: 3 clusters Score -620149.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -620263.812500 Penalty: 4362.083008
	Iteration 4Q: 3 clusters Score -620263.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -620345.312500 Penalty: 4362.083008
	Iteration 5Q: 3 clusters Score -620345.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -620411.437500 Penalty: 4362.083008
	Iteration 6Q: 3 clusters Score -620411.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -620484.625000 Penalty: 4362.083008
	Iteration 7Q: 3 clusters Score -620484.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -620565.250000 Penalty: 4362.083008
	Iteration 8Q: 3 clusters Score -620565.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -620640.000000 Penalty: 4362.083008
	Iteration 9Q: 3 clusters Score -620640 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -620704.437500 Penalty: 4362.083008
	Iteration 10Q: 3 clusters Score -620704.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -620772.437500 Penalty: 4362.083008
	Iteration 11Q: 3 clusters Score -620772.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -620845.500000 Penalty: 4362.083008
	Iteration 12Q: 3 clusters Score -620845.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -620921.312500 Penalty: 4362.083008
	Iteration 13Q: 3 clusters Score -620921.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -621001.500000 Penalty: 4362.083008
	Iteration 14Q: 3 clusters Score -621001.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -621087.437500 Penalty: 4362.083008
	Iteration 15Q: 3 clusters Score -621087.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -621185.812500 Penalty: 4362.083008
	Iteration 16Q: 3 clusters Score -621185.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -621290.875000 Penalty: 4362.083008
	Iteration 17Q: 3 clusters Score -621290.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -621402.937500 Penalty: 4362.083008
	Iteration 18Q: 3 clusters Score -621402.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -621534.000000 Penalty: 4362.083008
	Iteration 19Q: 3 clusters Score -621534 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -621672.625000 Penalty: 4362.083008
	Iteration 20F: 3 clusters Score -621672.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -621824.125000 Penalty: 4362.083008
	Iteration 21Q: 3 clusters Score -621824.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -621958.187500 Penalty: 4362.083008
	Iteration 22Q: 3 clusters Score -621958.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -622037.812500 Penalty: 4362.083008
	Iteration 23Q: 3 clusters Score -622037.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -622079.875000 Penalty: 4362.083008
	Iteration 24Q: 3 clusters Score -622079.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -622102.625000 Penalty: 4362.083008
	Iteration 25Q: 3 clusters Score -622102.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -622111.000000 Penalty: 4362.083008
	Iteration 26Q: 3 clusters Score -622111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -622118.187500 Penalty: 4362.083008
	Iteration 27Q: 3 clusters Score -622118.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -622126.375000 Penalty: 4362.083008
	Iteration 28Q: 3 clusters Score -622126.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -622131.625000 Penalty: 4362.083008
	Iteration 29Q: 3 clusters Score -622131.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -622137.062500 Penalty: 4362.083008
	Iteration 30Q: 3 clusters Score -622137.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -622141.062500 Penalty: 4362.083008
	Iteration 31Q: 3 clusters Score -622141.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -622142.875000 Penalty: 4362.083008
	Iteration 32Q: 3 clusters Score -622142.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -622144.125000 Penalty: 4362.083008
	Iteration 33Q: 3 clusters Score -622144.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -622145.250000 Penalty: 4362.083008
	Iteration 34Q: 3 clusters Score -622145.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -622147.125000 Penalty: 4362.083008
	Iteration 35Q: 3 clusters Score -622147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -622148.000000 Penalty: 4362.083008
	Iteration 36Q: 3 clusters Score -622148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -622148.000000 Penalty: 4362.083008
	Iteration 37F: 3 clusters Score -622148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102884 members 
Entering Unmasked Estep 
Score: -10137510.000000 Penalty: 2862.256592
	Iteration 0F: 2 clusters Score -1.013751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -10068779.000000 Penalty: 5724.513184
	Iteration 0F: 3 clusters Score -1.006878e+07 nChanged 48744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -10096903.000000 Penalty: 5724.513184
	Iteration 1F: 3 clusters Score -1.00969e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -10098172.000000 Penalty: 5724.513184
	Iteration 2Q: 3 clusters Score -1.009817e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -10100003.000000 Penalty: 5724.513184
	Iteration 3Q: 3 clusters Score -1.01e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64073 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -10103094.000000 Penalty: 5724.513184
	Iteration 4F: 3 clusters Score -1.010309e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -10107812.000000 Penalty: 5724.513184
	Iteration 5F: 3 clusters Score -1.010781e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76851 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -10113517.000000 Penalty: 5724.513184
	Iteration 6F: 3 clusters Score -1.011352e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83593 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -10119314.000000 Penalty: 5724.513184
	Iteration 7F: 3 clusters Score -1.011931e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89441 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -10124163.000000 Penalty: 5724.513184
	Iteration 8F: 3 clusters Score -1.012416e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93998 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -10128003.000000 Penalty: 5724.513184
	Iteration 9Q: 3 clusters Score -1.0128e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97485 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -10131016.000000 Penalty: 5724.513184
	Iteration 10Q: 3 clusters Score -1.013102e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99732 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -10132927.000000 Penalty: 5724.513184
	Iteration 11Q: 3 clusters Score -1.013293e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100991 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -10133899.000000 Penalty: 5724.513184
	Iteration 12Q: 3 clusters Score -1.01339e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101639 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -10134405.000000 Penalty: 5724.513184
	Iteration 13Q: 3 clusters Score -1.01344e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101943 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -10134697.000000 Penalty: 5724.513184
	Iteration 14Q: 3 clusters Score -1.01347e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102102 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10134829.000000 Penalty: 5724.513184
	Iteration 15Q: 3 clusters Score -1.013483e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102208 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10134967.000000 Penalty: 5724.513184
	Iteration 16Q: 3 clusters Score -1.013497e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102259 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -10135028.000000 Penalty: 5724.513184
	Iteration 17Q: 3 clusters Score -1.013503e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102303 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10135088.000000 Penalty: 5724.513184
	Iteration 18Q: 3 clusters Score -1.013509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102311 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10135102.000000 Penalty: 5724.513184
	Iteration 19Q: 3 clusters Score -1.01351e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102319 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -10135132.000000 Penalty: 5724.513184
	Iteration 20F: 3 clusters Score -1.013513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102328 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10135156.000000 Penalty: 5724.513184
	Iteration 21Q: 3 clusters Score -1.013516e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102330 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10135166.000000 Penalty: 5724.513184
	Iteration 22Q: 3 clusters Score -1.013517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102335 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10135190.000000 Penalty: 5724.513184
	Iteration 23Q: 3 clusters Score -1.013519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102334 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10135186.000000 Penalty: 5724.513184
	Iteration 24Q: 3 clusters Score -1.013519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102338 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -10135187.000000 Penalty: 5724.513184
	Iteration 25Q: 3 clusters Score -1.013519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102338 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -10135194.000000 Penalty: 5724.513184
	Iteration 26Q: 3 clusters Score -1.013519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102341 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10135185.000000 Penalty: 5724.513184
	Iteration 27Q: 3 clusters Score -1.013518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102341 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10135189.000000 Penalty: 5724.513184
	Iteration 28Q: 3 clusters Score -1.013519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102340 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10135194.000000 Penalty: 5724.513184
	Iteration 29Q: 3 clusters Score -1.013519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102340 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10135201.000000 Penalty: 5724.513184
	Iteration 30Q: 3 clusters Score -1.01352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102338 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -10135200.000000 Penalty: 5724.513184
	Iteration 31Q: 3 clusters Score -1.01352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102338 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -10135198.000000 Penalty: 5724.513184
	Iteration 32Q: 3 clusters Score -1.01352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102339 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -10135197.000000 Penalty: 5724.513184
	Iteration 33Q: 3 clusters Score -1.01352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102339 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -10135197.000000 Penalty: 5724.513184
	Iteration 34F: 3 clusters Score -1.01352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -469265.937500 Penalty: 2117.175049
	Iteration 0F: 2 clusters Score -469265.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -464710.218750 Penalty: 4234.350098
	Iteration 0F: 3 clusters Score -464710.2 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -465862.812500 Penalty: 4234.350098
	Iteration 1F: 3 clusters Score -465862.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -466095.281250 Penalty: 4234.350098
	Iteration 2F: 3 clusters Score -466095.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -466222.937500 Penalty: 4234.350098
	Iteration 3F: 3 clusters Score -466222.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -466308.656250 Penalty: 4234.350098
	Iteration 4Q: 3 clusters Score -466308.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -466360.875000 Penalty: 4234.350098
	Iteration 5Q: 3 clusters Score -466360.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -466408.250000 Penalty: 4234.350098
	Iteration 6Q: 3 clusters Score -466408.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -466449.875000 Penalty: 4234.350098
	Iteration 7Q: 3 clusters Score -466449.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -466489.750000 Penalty: 4234.350098
	Iteration 8Q: 3 clusters Score -466489.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -466522.031250 Penalty: 4234.350098
	Iteration 9Q: 3 clusters Score -466522 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -466553.812500 Penalty: 4234.350098
	Iteration 10Q: 3 clusters Score -466553.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -466592.375000 Penalty: 4234.350098
	Iteration 11Q: 3 clusters Score -466592.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -466631.250000 Penalty: 4234.350098
	Iteration 12Q: 3 clusters Score -466631.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -466680.656250 Penalty: 4234.350098
	Iteration 13Q: 3 clusters Score -466680.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -466736.531250 Penalty: 4234.350098
	Iteration 14Q: 3 clusters Score -466736.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -466806.812500 Penalty: 4234.350098
	Iteration 15Q: 3 clusters Score -466806.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -466895.812500 Penalty: 4234.350098
	Iteration 16Q: 3 clusters Score -466895.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -466995.000000 Penalty: 4234.350098
	Iteration 17Q: 3 clusters Score -466995 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -467122.343750 Penalty: 4234.350098
	Iteration 18Q: 3 clusters Score -467122.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -467253.656250 Penalty: 4234.350098
	Iteration 19Q: 3 clusters Score -467253.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -467397.031250 Penalty: 4234.350098
	Iteration 20F: 3 clusters Score -467397 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -467529.562500 Penalty: 4234.350098
	Iteration 21Q: 3 clusters Score -467529.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -467655.031250 Penalty: 4234.350098
	Iteration 22Q: 3 clusters Score -467655 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -467764.250000 Penalty: 4234.350098
	Iteration 23Q: 3 clusters Score -467764.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -467854.812500 Penalty: 4234.350098
	Iteration 24Q: 3 clusters Score -467854.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -467924.937500 Penalty: 4234.350098
	Iteration 25Q: 3 clusters Score -467924.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -467978.843750 Penalty: 4234.350098
	Iteration 26Q: 3 clusters Score -467978.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -468015.500000 Penalty: 4234.350098
	Iteration 27Q: 3 clusters Score -468015.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -468062.437500 Penalty: 4234.350098
	Iteration 28Q: 3 clusters Score -468062.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -468085.343750 Penalty: 4234.350098
	Iteration 29Q: 3 clusters Score -468085.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -468096.031250 Penalty: 4234.350098
	Iteration 30Q: 3 clusters Score -468096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -468103.406250 Penalty: 4234.350098
	Iteration 31Q: 3 clusters Score -468103.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -468112.531250 Penalty: 4234.350098
	Iteration 32Q: 3 clusters Score -468112.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -468116.500000 Penalty: 4234.350098
	Iteration 33Q: 3 clusters Score -468116.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -468119.093750 Penalty: 4234.350098
	Iteration 34Q: 3 clusters Score -468119.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -468119.093750 Penalty: 4234.350098
	Iteration 35F: 3 clusters Score -468119.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Entering Unmasked Estep 
Score: -1348510.375000 Penalty: 2370.007080
	Iteration 0F: 2 clusters Score -1348510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1338167.375000 Penalty: 4740.014160
	Iteration 0F: 3 clusters Score -1338167 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1341300.125000 Penalty: 4740.014160
	Iteration 1F: 3 clusters Score -1341300 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1341633.500000 Penalty: 4740.014160
	Iteration 2F: 3 clusters Score -1341634 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1341863.000000 Penalty: 4740.014160
	Iteration 3Q: 3 clusters Score -1341863 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1342063.375000 Penalty: 4740.014160
	Iteration 4Q: 3 clusters Score -1342063 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1342269.250000 Penalty: 4740.014160
	Iteration 5Q: 3 clusters Score -1342269 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1342444.250000 Penalty: 4740.014160
	Iteration 6Q: 3 clusters Score -1342444 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1342630.750000 Penalty: 4740.014160
	Iteration 7Q: 3 clusters Score -1342631 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1342816.125000 Penalty: 4740.014160
	Iteration 8Q: 3 clusters Score -1342816 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1343006.375000 Penalty: 4740.014160
	Iteration 9Q: 3 clusters Score -1343006 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1343196.750000 Penalty: 4740.014160
	Iteration 10Q: 3 clusters Score -1343197 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1343384.875000 Penalty: 4740.014160
	Iteration 11Q: 3 clusters Score -1343385 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1343548.500000 Penalty: 4740.014160
	Iteration 12Q: 3 clusters Score -1343548 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1343716.500000 Penalty: 4740.014160
	Iteration 13Q: 3 clusters Score -1343716 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1343874.375000 Penalty: 4740.014160
	Iteration 14Q: 3 clusters Score -1343874 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1344055.500000 Penalty: 4740.014160
	Iteration 15Q: 3 clusters Score -1344056 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1344238.875000 Penalty: 4740.014160
	Iteration 16Q: 3 clusters Score -1344239 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1344430.625000 Penalty: 4740.014160
	Iteration 17Q: 3 clusters Score -1344431 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1344640.500000 Penalty: 4740.014160
	Iteration 18Q: 3 clusters Score -1344640 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1344850.125000 Penalty: 4740.014160
	Iteration 19Q: 3 clusters Score -1344850 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1345074.250000 Penalty: 4740.014160
	Iteration 20F: 3 clusters Score -1345074 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1345290.500000 Penalty: 4740.014160
	Iteration 21Q: 3 clusters Score -1345290 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1345502.875000 Penalty: 4740.014160
	Iteration 22Q: 3 clusters Score -1345503 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1345695.750000 Penalty: 4740.014160
	Iteration 23Q: 3 clusters Score -1345696 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1345830.125000 Penalty: 4740.014160
	Iteration 24Q: 3 clusters Score -1345830 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1345939.750000 Penalty: 4740.014160
	Iteration 25Q: 3 clusters Score -1345940 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1346048.375000 Penalty: 4740.014160
	Iteration 26Q: 3 clusters Score -1346048 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1346146.000000 Penalty: 4740.014160
	Iteration 27Q: 3 clusters Score -1346146 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1346201.125000 Penalty: 4740.014160
	Iteration 28Q: 3 clusters Score -1346201 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1346244.000000 Penalty: 4740.014160
	Iteration 29Q: 3 clusters Score -1346244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1346278.750000 Penalty: 4740.014160
	Iteration 30Q: 3 clusters Score -1346279 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1346307.750000 Penalty: 4740.014160
	Iteration 31Q: 3 clusters Score -1346308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1346321.500000 Penalty: 4740.014160
	Iteration 32Q: 3 clusters Score -1346322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1346337.250000 Penalty: 4740.014160
	Iteration 33Q: 3 clusters Score -1346337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1346354.750000 Penalty: 4740.014160
	Iteration 34Q: 3 clusters Score -1346355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1346367.500000 Penalty: 4740.014160
	Iteration 35Q: 3 clusters Score -1346368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1346388.500000 Penalty: 4740.014160
	Iteration 36Q: 3 clusters Score -1346388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1346399.500000 Penalty: 4740.014160
	Iteration 37Q: 3 clusters Score -1346400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1346406.625000 Penalty: 4740.014160
	Iteration 38Q: 3 clusters Score -1346407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1346421.125000 Penalty: 4740.014160
	Iteration 39Q: 3 clusters Score -1346421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1346423.250000 Penalty: 4740.014160
	Iteration 40F: 3 clusters Score -1346423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1346428.625000 Penalty: 4740.014160
	Iteration 41Q: 3 clusters Score -1346429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1346430.375000 Penalty: 4740.014160
	Iteration 42Q: 3 clusters Score -1346430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1346437.750000 Penalty: 4740.014160
	Iteration 43Q: 3 clusters Score -1346438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1346441.500000 Penalty: 4740.014160
	Iteration 44Q: 3 clusters Score -1346442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1346443.375000 Penalty: 4740.014160
	Iteration 45Q: 3 clusters Score -1346443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1346448.375000 Penalty: 4740.014160
	Iteration 46Q: 3 clusters Score -1346448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1346447.000000 Penalty: 4740.014160
	Iteration 47Q: 3 clusters Score -1346447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1346450.375000 Penalty: 4740.014160
	Iteration 48Q: 3 clusters Score -1346450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1346450.375000 Penalty: 4740.014160
	Iteration 49F: 3 clusters Score -1346450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Entering Unmasked Estep 
Score: -516812.812500 Penalty: 2154.820312
	Iteration 0F: 2 clusters Score -516812.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -511754.843750 Penalty: 4309.640625
	Iteration 0F: 3 clusters Score -511754.8 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -513407.031250 Penalty: 4309.640625
	Iteration 1F: 3 clusters Score -513407 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -513952.656250 Penalty: 4309.640625
	Iteration 2F: 3 clusters Score -513952.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -514438.718750 Penalty: 4309.640625
	Iteration 3F: 3 clusters Score -514438.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -514827.375000 Penalty: 4309.640625
	Iteration 4F: 3 clusters Score -514827.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -515167.187500 Penalty: 4309.640625
	Iteration 5F: 3 clusters Score -515167.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -515441.250000 Penalty: 4309.640625
	Iteration 6F: 3 clusters Score -515441.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -515625.406250 Penalty: 4309.640625
	Iteration 7Q: 3 clusters Score -515625.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -515744.187500 Penalty: 4309.640625
	Iteration 8Q: 3 clusters Score -515744.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -515849.437500 Penalty: 4309.640625
	Iteration 9Q: 3 clusters Score -515849.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -515928.281250 Penalty: 4309.640625
	Iteration 10Q: 3 clusters Score -515928.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -515995.531250 Penalty: 4309.640625
	Iteration 11Q: 3 clusters Score -515995.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -516050.625000 Penalty: 4309.640625
	Iteration 12Q: 3 clusters Score -516050.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -516087.031250 Penalty: 4309.640625
	Iteration 13Q: 3 clusters Score -516087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -516104.812500 Penalty: 4309.640625
	Iteration 14Q: 3 clusters Score -516104.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -516113.625000 Penalty: 4309.640625
	Iteration 15Q: 3 clusters Score -516113.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -516122.812500 Penalty: 4309.640625
	Iteration 16Q: 3 clusters Score -516122.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -516131.125000 Penalty: 4309.640625
	Iteration 17Q: 3 clusters Score -516131.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -516135.000000 Penalty: 4309.640625
	Iteration 18Q: 3 clusters Score -516135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -516140.562500 Penalty: 4309.640625
	Iteration 19Q: 3 clusters Score -516140.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -516143.125000 Penalty: 4309.640625
	Iteration 20F: 3 clusters Score -516143.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -516145.781250 Penalty: 4309.640625
	Iteration 21Q: 3 clusters Score -516145.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -516150.156250 Penalty: 4309.640625
	Iteration 22Q: 3 clusters Score -516150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -516152.156250 Penalty: 4309.640625
	Iteration 23Q: 3 clusters Score -516152.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -516153.375000 Penalty: 4309.640625
	Iteration 24Q: 3 clusters Score -516153.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -516155.843750 Penalty: 4309.640625
	Iteration 25Q: 3 clusters Score -516155.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -516157.937500 Penalty: 4309.640625
	Iteration 26Q: 3 clusters Score -516157.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -516158.812500 Penalty: 4309.640625
	Iteration 27Q: 3 clusters Score -516158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -516159.593750 Penalty: 4309.640625
	Iteration 28Q: 3 clusters Score -516159.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -516162.281250 Penalty: 4309.640625
	Iteration 29Q: 3 clusters Score -516162.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -516165.375000 Penalty: 4309.640625
	Iteration 30Q: 3 clusters Score -516165.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -516169.031250 Penalty: 4309.640625
	Iteration 31Q: 3 clusters Score -516169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -516171.031250 Penalty: 4309.640625
	Iteration 32Q: 3 clusters Score -516171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -516173.625000 Penalty: 4309.640625
	Iteration 33Q: 3 clusters Score -516173.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -516175.062500 Penalty: 4309.640625
	Iteration 34Q: 3 clusters Score -516175.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -516177.625000 Penalty: 4309.640625
	Iteration 35Q: 3 clusters Score -516177.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -516178.968750 Penalty: 4309.640625
	Iteration 36Q: 3 clusters Score -516179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -516180.843750 Penalty: 4309.640625
	Iteration 37Q: 3 clusters Score -516180.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -516180.093750 Penalty: 4309.640625
	Iteration 38Q: 3 clusters Score -516180.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -516180.093750 Penalty: 4309.640625
	Iteration 39F: 3 clusters Score -516180.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Entering Unmasked Estep 
Score: -1779465.750000 Penalty: 2435.143555
	Iteration 0F: 2 clusters Score -1779466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1766606.625000 Penalty: 4870.287109
	Iteration 0F: 3 clusters Score -1766607 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1770653.375000 Penalty: 4870.287109
	Iteration 1F: 3 clusters Score -1770653 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1771027.375000 Penalty: 4870.287109
	Iteration 2F: 3 clusters Score -1771027 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1771340.375000 Penalty: 4870.287109
	Iteration 3Q: 3 clusters Score -1771340 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1771643.750000 Penalty: 4870.287109
	Iteration 4Q: 3 clusters Score -1771644 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1771985.000000 Penalty: 4870.287109
	Iteration 5Q: 3 clusters Score -1771985 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1772430.125000 Penalty: 4870.287109
	Iteration 6Q: 3 clusters Score -1772430 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1773062.000000 Penalty: 4870.287109
	Iteration 7F: 3 clusters Score -1773062 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1773838.000000 Penalty: 4870.287109
	Iteration 8F: 3 clusters Score -1773838 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1774737.875000 Penalty: 4870.287109
	Iteration 9F: 3 clusters Score -1774738 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1775674.375000 Penalty: 4870.287109
	Iteration 10F: 3 clusters Score -1775674 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -1776373.375000 Penalty: 4870.287109
	Iteration 11Q: 3 clusters Score -1776373 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -1776783.750000 Penalty: 4870.287109
	Iteration 12Q: 3 clusters Score -1776784 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -1777040.375000 Penalty: 4870.287109
	Iteration 13Q: 3 clusters Score -1777040 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -1777189.000000 Penalty: 4870.287109
	Iteration 14Q: 3 clusters Score -1777189 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -1777279.875000 Penalty: 4870.287109
	Iteration 15Q: 3 clusters Score -1777280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -1777329.250000 Penalty: 4870.287109
	Iteration 16Q: 3 clusters Score -1777329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1777365.125000 Penalty: 4870.287109
	Iteration 17Q: 3 clusters Score -1777365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -1777399.375000 Penalty: 4870.287109
	Iteration 18Q: 3 clusters Score -1777399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -1777415.125000 Penalty: 4870.287109
	Iteration 19Q: 3 clusters Score -1777415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1777422.250000 Penalty: 4870.287109
	Iteration 20F: 3 clusters Score -1777422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -1777427.375000 Penalty: 4870.287109
	Iteration 21Q: 3 clusters Score -1777427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -1777429.125000 Penalty: 4870.287109
	Iteration 22Q: 3 clusters Score -1777429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -1777429.125000 Penalty: 4870.287109
	Iteration 23F: 3 clusters Score -1777429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Entering Unmasked Estep 
Score: -1059286.375000 Penalty: 2318.264160
	Iteration 0F: 2 clusters Score -1059286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1050643.375000 Penalty: 4636.528320
	Iteration 0F: 3 clusters Score -1050643 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1053267.875000 Penalty: 4636.528320
	Iteration 1F: 3 clusters Score -1053268 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1053583.875000 Penalty: 4636.528320
	Iteration 2F: 3 clusters Score -1053584 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1053901.000000 Penalty: 4636.528320
	Iteration 3F: 3 clusters Score -1053901 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1054282.625000 Penalty: 4636.528320
	Iteration 4F: 3 clusters Score -1054283 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1054738.500000 Penalty: 4636.528320
	Iteration 5F: 3 clusters Score -1054738 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1055329.250000 Penalty: 4636.528320
	Iteration 6F: 3 clusters Score -1055329 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1055979.625000 Penalty: 4636.528320
	Iteration 7F: 3 clusters Score -1055980 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1056553.750000 Penalty: 4636.528320
	Iteration 8F: 3 clusters Score -1056554 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1056968.125000 Penalty: 4636.528320
	Iteration 9Q: 3 clusters Score -1056968 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1057284.875000 Penalty: 4636.528320
	Iteration 10Q: 3 clusters Score -1057285 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1057492.375000 Penalty: 4636.528320
	Iteration 11Q: 3 clusters Score -1057492 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1057642.875000 Penalty: 4636.528320
	Iteration 12Q: 3 clusters Score -1057643 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1057739.250000 Penalty: 4636.528320
	Iteration 13Q: 3 clusters Score -1057739 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1057783.750000 Penalty: 4636.528320
	Iteration 14Q: 3 clusters Score -1057784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1057810.125000 Penalty: 4636.528320
	Iteration 15Q: 3 clusters Score -1057810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1057824.625000 Penalty: 4636.528320
	Iteration 16Q: 3 clusters Score -1057825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1057833.375000 Penalty: 4636.528320
	Iteration 17Q: 3 clusters Score -1057833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1057836.750000 Penalty: 4636.528320
	Iteration 18Q: 3 clusters Score -1057837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1057841.000000 Penalty: 4636.528320
	Iteration 19Q: 3 clusters Score -1057841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1057847.250000 Penalty: 4636.528320
	Iteration 20F: 3 clusters Score -1057847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1057851.000000 Penalty: 4636.528320
	Iteration 21Q: 3 clusters Score -1057851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1057852.000000 Penalty: 4636.528320
	Iteration 22Q: 3 clusters Score -1057852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1057851.750000 Penalty: 4636.528320
	Iteration 23Q: 3 clusters Score -1057852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1057852.000000 Penalty: 4636.528320
	Iteration 24Q: 3 clusters Score -1057852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1057854.375000 Penalty: 4636.528320
	Iteration 25Q: 3 clusters Score -1057854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1057854.375000 Penalty: 4636.528320
	Iteration 26F: 3 clusters Score -1057854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Entering Unmasked Estep 
Score: -793698.375000 Penalty: 2267.443604
	Iteration 0F: 2 clusters Score -793698.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -786591.500000 Penalty: 4534.887207
	Iteration 0F: 3 clusters Score -786591.5 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -788827.687500 Penalty: 4534.887207
	Iteration 1F: 3 clusters Score -788827.7 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -789295.125000 Penalty: 4534.887207
	Iteration 2F: 3 clusters Score -789295.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -789710.875000 Penalty: 4534.887207
	Iteration 3F: 3 clusters Score -789710.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -790040.750000 Penalty: 4534.887207
	Iteration 4F: 3 clusters Score -790040.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -790320.875000 Penalty: 4534.887207
	Iteration 5Q: 3 clusters Score -790320.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -790650.312500 Penalty: 4534.887207
	Iteration 6Q: 3 clusters Score -790650.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -791000.125000 Penalty: 4534.887207
	Iteration 7Q: 3 clusters Score -791000.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -791312.625000 Penalty: 4534.887207
	Iteration 8Q: 3 clusters Score -791312.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -791580.312500 Penalty: 4534.887207
	Iteration 9Q: 3 clusters Score -791580.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -791779.250000 Penalty: 4534.887207
	Iteration 10Q: 3 clusters Score -791779.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -791931.187500 Penalty: 4534.887207
	Iteration 11Q: 3 clusters Score -791931.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -792053.625000 Penalty: 4534.887207
	Iteration 12Q: 3 clusters Score -792053.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -792126.062500 Penalty: 4534.887207
	Iteration 13Q: 3 clusters Score -792126.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -792175.375000 Penalty: 4534.887207
	Iteration 14Q: 3 clusters Score -792175.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -792211.750000 Penalty: 4534.887207
	Iteration 15Q: 3 clusters Score -792211.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -792246.687500 Penalty: 4534.887207
	Iteration 16Q: 3 clusters Score -792246.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -792279.125000 Penalty: 4534.887207
	Iteration 17Q: 3 clusters Score -792279.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -792304.625000 Penalty: 4534.887207
	Iteration 18Q: 3 clusters Score -792304.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -792320.312500 Penalty: 4534.887207
	Iteration 19Q: 3 clusters Score -792320.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -792331.875000 Penalty: 4534.887207
	Iteration 20F: 3 clusters Score -792331.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -792345.750000 Penalty: 4534.887207
	Iteration 21Q: 3 clusters Score -792345.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -792352.750000 Penalty: 4534.887207
	Iteration 22Q: 3 clusters Score -792352.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -792356.937500 Penalty: 4534.887207
	Iteration 23Q: 3 clusters Score -792356.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -792361.437500 Penalty: 4534.887207
	Iteration 24Q: 3 clusters Score -792361.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -792364.937500 Penalty: 4534.887207
	Iteration 25Q: 3 clusters Score -792364.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -792367.000000 Penalty: 4534.887207
	Iteration 26Q: 3 clusters Score -792367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -792370.000000 Penalty: 4534.887207
	Iteration 27Q: 3 clusters Score -792370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -792373.125000 Penalty: 4534.887207
	Iteration 28Q: 3 clusters Score -792373.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -792373.687500 Penalty: 4534.887207
	Iteration 29Q: 3 clusters Score -792373.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -792376.687500 Penalty: 4534.887207
	Iteration 30Q: 3 clusters Score -792376.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -792377.125000 Penalty: 4534.887207
	Iteration 31Q: 3 clusters Score -792377.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -792379.437500 Penalty: 4534.887207
	Iteration 32Q: 3 clusters Score -792379.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -792380.125000 Penalty: 4534.887207
	Iteration 33Q: 3 clusters Score -792380.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -792379.687500 Penalty: 4534.887207
	Iteration 34Q: 3 clusters Score -792379.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -792381.500000 Penalty: 4534.887207
	Iteration 35Q: 3 clusters Score -792381.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -792381.062500 Penalty: 4534.887207
	Iteration 36Q: 3 clusters Score -792381.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -792383.750000 Penalty: 4534.887207
	Iteration 37Q: 3 clusters Score -792383.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -792383.750000 Penalty: 4534.887207
	Iteration 38F: 3 clusters Score -792383.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Entering Unmasked Estep 
Score: -987803.250000 Penalty: 2296.642090
	Iteration 0F: 2 clusters Score -987803.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -979802.625000 Penalty: 4593.284180
	Iteration 0F: 3 clusters Score -979802.6 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -982210.000000 Penalty: 4593.284180
	Iteration 1F: 3 clusters Score -982210 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -982545.187500 Penalty: 4593.284180
	Iteration 2F: 3 clusters Score -982545.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -982825.125000 Penalty: 4593.284180
	Iteration 3F: 3 clusters Score -982825.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -983087.687500 Penalty: 4593.284180
	Iteration 4Q: 3 clusters Score -983087.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -983386.812500 Penalty: 4593.284180
	Iteration 5Q: 3 clusters Score -983386.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -983748.500000 Penalty: 4593.284180
	Iteration 6Q: 3 clusters Score -983748.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -984185.250000 Penalty: 4593.284180
	Iteration 7F: 3 clusters Score -984185.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -984790.062500 Penalty: 4593.284180
	Iteration 8F: 3 clusters Score -984790.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -985396.375000 Penalty: 4593.284180
	Iteration 9F: 3 clusters Score -985396.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -985815.375000 Penalty: 4593.284180
	Iteration 10F: 3 clusters Score -985815.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -986081.812500 Penalty: 4593.284180
	Iteration 11Q: 3 clusters Score -986081.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -986258.000000 Penalty: 4593.284180
	Iteration 12Q: 3 clusters Score -986258 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -986375.375000 Penalty: 4593.284180
	Iteration 13Q: 3 clusters Score -986375.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -986469.375000 Penalty: 4593.284180
	Iteration 14Q: 3 clusters Score -986469.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -986546.812500 Penalty: 4593.284180
	Iteration 15Q: 3 clusters Score -986546.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -986598.812500 Penalty: 4593.284180
	Iteration 16Q: 3 clusters Score -986598.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -986643.437500 Penalty: 4593.284180
	Iteration 17Q: 3 clusters Score -986643.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -986672.437500 Penalty: 4593.284180
	Iteration 18Q: 3 clusters Score -986672.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -986692.375000 Penalty: 4593.284180
	Iteration 19Q: 3 clusters Score -986692.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -986726.062500 Penalty: 4593.284180
	Iteration 20F: 3 clusters Score -986726.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -986742.875000 Penalty: 4593.284180
	Iteration 21Q: 3 clusters Score -986742.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -986762.250000 Penalty: 4593.284180
	Iteration 22Q: 3 clusters Score -986762.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -986776.500000 Penalty: 4593.284180
	Iteration 23Q: 3 clusters Score -986776.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -986780.562500 Penalty: 4593.284180
	Iteration 24Q: 3 clusters Score -986780.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -986790.875000 Penalty: 4593.284180
	Iteration 25Q: 3 clusters Score -986790.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -986796.937500 Penalty: 4593.284180
	Iteration 26Q: 3 clusters Score -986796.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -986800.937500 Penalty: 4593.284180
	Iteration 27Q: 3 clusters Score -986800.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -986808.000000 Penalty: 4593.284180
	Iteration 28Q: 3 clusters Score -986808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -986813.312500 Penalty: 4593.284180
	Iteration 29Q: 3 clusters Score -986813.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -986814.687500 Penalty: 4593.284180
	Iteration 30Q: 3 clusters Score -986814.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -986818.125000 Penalty: 4593.284180
	Iteration 31Q: 3 clusters Score -986818.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -986819.250000 Penalty: 4593.284180
	Iteration 32Q: 3 clusters Score -986819.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -986822.312500 Penalty: 4593.284180
	Iteration 33Q: 3 clusters Score -986822.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -986825.187500 Penalty: 4593.284180
	Iteration 34Q: 3 clusters Score -986825.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -986823.125000 Penalty: 4593.284180
	Iteration 35Q: 3 clusters Score -986823.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -986824.562500 Penalty: 4593.284180
	Iteration 36Q: 3 clusters Score -986824.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -986826.625000 Penalty: 4593.284180
	Iteration 37Q: 3 clusters Score -986826.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -986826.750000 Penalty: 4593.284180
	Iteration 38Q: 3 clusters Score -986826.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -986827.187500 Penalty: 4593.284180
	Iteration 39Q: 3 clusters Score -986827.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -986827.687500 Penalty: 4593.284180
	Iteration 40F: 3 clusters Score -986827.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -986829.125000 Penalty: 4593.284180
	Iteration 41Q: 3 clusters Score -986829.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -986829.312500 Penalty: 4593.284180
	Iteration 42Q: 3 clusters Score -986829.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -986831.562500 Penalty: 4593.284180
	Iteration 43Q: 3 clusters Score -986831.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -986832.750000 Penalty: 4593.284180
	Iteration 44Q: 3 clusters Score -986832.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -986832.812500 Penalty: 4593.284180
	Iteration 45Q: 3 clusters Score -986832.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -986832.187500 Penalty: 4593.284180
	Iteration 46Q: 3 clusters Score -986832.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -986833.000000 Penalty: 4593.284180
	Iteration 47Q: 3 clusters Score -986833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -986835.812500 Penalty: 4593.284180
	Iteration 48Q: 3 clusters Score -986835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -986836.250000 Penalty: 4593.284180
	Iteration 49Q: 3 clusters Score -986836.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -986839.750000 Penalty: 4593.284180
	Iteration 50Q: 3 clusters Score -986839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -986839.437500 Penalty: 4593.284180
	Iteration 51Q: 3 clusters Score -986839.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -986841.187500 Penalty: 4593.284180
	Iteration 52Q: 3 clusters Score -986841.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -986839.562500 Penalty: 4593.284180
	Iteration 53Q: 3 clusters Score -986839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -986842.500000 Penalty: 4593.284180
	Iteration 54Q: 3 clusters Score -986842.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -986841.312500 Penalty: 4593.284180
	Iteration 55Q: 3 clusters Score -986841.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -986841.937500 Penalty: 4593.284180
	Iteration 56Q: 3 clusters Score -986841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -986842.875000 Penalty: 4593.284180
	Iteration 57Q: 3 clusters Score -986842.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -986845.250000 Penalty: 4593.284180
	Iteration 58Q: 3 clusters Score -986845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -986846.375000 Penalty: 4593.284180
	Iteration 59Q: 3 clusters Score -986846.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -986845.375000 Penalty: 4593.284180
	Iteration 60F: 3 clusters Score -986845.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -986846.000000 Penalty: 4593.284180
	Iteration 61Q: 3 clusters Score -986846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -986849.312500 Penalty: 4593.284180
	Iteration 62Q: 3 clusters Score -986849.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -986848.375000 Penalty: 4593.284180
	Iteration 63Q: 3 clusters Score -986848.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -986850.562500 Penalty: 4593.284180
	Iteration 64Q: 3 clusters Score -986850.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -986854.875000 Penalty: 4593.284180
	Iteration 65Q: 3 clusters Score -986854.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -986855.000000 Penalty: 4593.284180
	Iteration 66Q: 3 clusters Score -986855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -986857.875000 Penalty: 4593.284180
	Iteration 67Q: 3 clusters Score -986857.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -986860.375000 Penalty: 4593.284180
	Iteration 68Q: 3 clusters Score -986860.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -986859.437500 Penalty: 4593.284180
	Iteration 69Q: 3 clusters Score -986859.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -986860.500000 Penalty: 4593.284180
	Iteration 70Q: 3 clusters Score -986860.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -986863.187500 Penalty: 4593.284180
	Iteration 71Q: 3 clusters Score -986863.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -986862.750000 Penalty: 4593.284180
	Iteration 72Q: 3 clusters Score -986862.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -986863.812500 Penalty: 4593.284180
	Iteration 73Q: 3 clusters Score -986863.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -986864.562500 Penalty: 4593.284180
	Iteration 74Q: 3 clusters Score -986864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -986865.500000 Penalty: 4593.284180
	Iteration 75Q: 3 clusters Score -986865.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -986865.437500 Penalty: 4593.284180
	Iteration 76Q: 3 clusters Score -986865.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -986864.250000 Penalty: 4593.284180
	Iteration 77Q: 3 clusters Score -986864.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -986865.312500 Penalty: 4593.284180
	Iteration 78Q: 3 clusters Score -986865.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -986864.562500 Penalty: 4593.284180
	Iteration 79Q: 3 clusters Score -986864.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -986865.125000 Penalty: 4593.284180
	Iteration 80F: 3 clusters Score -986865.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -986866.312500 Penalty: 4593.284180
	Iteration 81Q: 3 clusters Score -986866.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -986866.562500 Penalty: 4593.284180
	Iteration 82Q: 3 clusters Score -986866.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -986867.750000 Penalty: 4593.284180
	Iteration 83Q: 3 clusters Score -986867.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -986867.750000 Penalty: 4593.284180
	Iteration 84F: 3 clusters Score -986867.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Entering Unmasked Estep 
Score: -2444011.750000 Penalty: 2515.975098
	Iteration 0F: 2 clusters Score -2444012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2426343.500000 Penalty: 5031.950195
	Iteration 0F: 3 clusters Score -2426344 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2432738.750000 Penalty: 5031.950195
	Iteration 1F: 3 clusters Score -2432739 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2433533.250000 Penalty: 5031.950195
	Iteration 2F: 3 clusters Score -2433533 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2434415.750000 Penalty: 5031.950195
	Iteration 3F: 3 clusters Score -2434416 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2435376.250000 Penalty: 5031.950195
	Iteration 4F: 3 clusters Score -2435376 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2436372.500000 Penalty: 5031.950195
	Iteration 5F: 3 clusters Score -2436372 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2437425.250000 Penalty: 5031.950195
	Iteration 6F: 3 clusters Score -2437425 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2438487.500000 Penalty: 5031.950195
	Iteration 7F: 3 clusters Score -2438488 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2439518.000000 Penalty: 5031.950195
	Iteration 8F: 3 clusters Score -2439518 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2440324.500000 Penalty: 5031.950195
	Iteration 9Q: 3 clusters Score -2440324 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2440843.000000 Penalty: 5031.950195
	Iteration 10Q: 3 clusters Score -2440843 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2441117.750000 Penalty: 5031.950195
	Iteration 11Q: 3 clusters Score -2441118 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2441262.250000 Penalty: 5031.950195
	Iteration 12Q: 3 clusters Score -2441262 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2441355.000000 Penalty: 5031.950195
	Iteration 13Q: 3 clusters Score -2441355 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2441439.750000 Penalty: 5031.950195
	Iteration 14Q: 3 clusters Score -2441440 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2441487.250000 Penalty: 5031.950195
	Iteration 15Q: 3 clusters Score -2441487 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2441537.250000 Penalty: 5031.950195
	Iteration 16Q: 3 clusters Score -2441537 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2441574.500000 Penalty: 5031.950195
	Iteration 17Q: 3 clusters Score -2441574 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2441597.500000 Penalty: 5031.950195
	Iteration 18Q: 3 clusters Score -2441598 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2441618.750000 Penalty: 5031.950195
	Iteration 19Q: 3 clusters Score -2441619 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2441657.000000 Penalty: 5031.950195
	Iteration 20F: 3 clusters Score -2441657 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2441680.000000 Penalty: 5031.950195
	Iteration 21Q: 3 clusters Score -2441680 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2441709.750000 Penalty: 5031.950195
	Iteration 22Q: 3 clusters Score -2441710 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -2441739.500000 Penalty: 5031.950195
	Iteration 23Q: 3 clusters Score -2441740 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2441758.000000 Penalty: 5031.950195
	Iteration 24Q: 3 clusters Score -2441758 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2441777.250000 Penalty: 5031.950195
	Iteration 25Q: 3 clusters Score -2441777 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2441798.000000 Penalty: 5031.950195
	Iteration 26Q: 3 clusters Score -2441798 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -2441830.750000 Penalty: 5031.950195
	Iteration 27Q: 3 clusters Score -2441831 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2441863.250000 Penalty: 5031.950195
	Iteration 28Q: 3 clusters Score -2441863 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2441895.500000 Penalty: 5031.950195
	Iteration 29Q: 3 clusters Score -2441896 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2441916.750000 Penalty: 5031.950195
	Iteration 30Q: 3 clusters Score -2441917 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2441940.750000 Penalty: 5031.950195
	Iteration 31Q: 3 clusters Score -2441941 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2441954.500000 Penalty: 5031.950195
	Iteration 32Q: 3 clusters Score -2441954 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2441970.250000 Penalty: 5031.950195
	Iteration 33Q: 3 clusters Score -2441970 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2441985.250000 Penalty: 5031.950195
	Iteration 34Q: 3 clusters Score -2441985 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2441996.000000 Penalty: 5031.950195
	Iteration 35Q: 3 clusters Score -2441996 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2442014.250000 Penalty: 5031.950195
	Iteration 36Q: 3 clusters Score -2442014 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2442028.250000 Penalty: 5031.950195
	Iteration 37Q: 3 clusters Score -2442028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2442035.750000 Penalty: 5031.950195
	Iteration 38Q: 3 clusters Score -2442036 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2442050.250000 Penalty: 5031.950195
	Iteration 39Q: 3 clusters Score -2442050 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2442060.000000 Penalty: 5031.950195
	Iteration 40F: 3 clusters Score -2442060 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2442079.500000 Penalty: 5031.950195
	Iteration 41Q: 3 clusters Score -2442080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -2442088.500000 Penalty: 5031.950195
	Iteration 42Q: 3 clusters Score -2442088 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -2442098.250000 Penalty: 5031.950195
	Iteration 43Q: 3 clusters Score -2442098 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2442114.500000 Penalty: 5031.950195
	Iteration 44Q: 3 clusters Score -2442114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2442127.250000 Penalty: 5031.950195
	Iteration 45Q: 3 clusters Score -2442127 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2442136.500000 Penalty: 5031.950195
	Iteration 46Q: 3 clusters Score -2442136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2442153.500000 Penalty: 5031.950195
	Iteration 47Q: 3 clusters Score -2442154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -2442160.000000 Penalty: 5031.950195
	Iteration 48Q: 3 clusters Score -2442160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -2442160.250000 Penalty: 5031.950195
	Iteration 49Q: 3 clusters Score -2442160 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -2442177.250000 Penalty: 5031.950195
	Iteration 50Q: 3 clusters Score -2442177 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -2442182.750000 Penalty: 5031.950195
	Iteration 51Q: 3 clusters Score -2442183 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2442197.750000 Penalty: 5031.950195
	Iteration 52Q: 3 clusters Score -2442198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2442211.000000 Penalty: 5031.950195
	Iteration 53Q: 3 clusters Score -2442211 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -2442218.250000 Penalty: 5031.950195
	Iteration 54Q: 3 clusters Score -2442218 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2442240.000000 Penalty: 5031.950195
	Iteration 55Q: 3 clusters Score -2442240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2442257.750000 Penalty: 5031.950195
	Iteration 56Q: 3 clusters Score -2442258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -2442273.500000 Penalty: 5031.950195
	Iteration 57Q: 3 clusters Score -2442274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -2442280.500000 Penalty: 5031.950195
	Iteration 58Q: 3 clusters Score -2442280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2442286.000000 Penalty: 5031.950195
	Iteration 59Q: 3 clusters Score -2442286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2442294.500000 Penalty: 5031.950195
	Iteration 60F: 3 clusters Score -2442294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -2442296.000000 Penalty: 5031.950195
	Iteration 61Q: 3 clusters Score -2442296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -2442306.500000 Penalty: 5031.950195
	Iteration 62Q: 3 clusters Score -2442306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -2442312.250000 Penalty: 5031.950195
	Iteration 63Q: 3 clusters Score -2442312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2442318.000000 Penalty: 5031.950195
	Iteration 64Q: 3 clusters Score -2442318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2442328.000000 Penalty: 5031.950195
	Iteration 65Q: 3 clusters Score -2442328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -2442338.500000 Penalty: 5031.950195
	Iteration 66Q: 3 clusters Score -2442338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -2442341.000000 Penalty: 5031.950195
	Iteration 67Q: 3 clusters Score -2442341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -2442340.250000 Penalty: 5031.950195
	Iteration 68Q: 3 clusters Score -2442340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -2442350.500000 Penalty: 5031.950195
	Iteration 69Q: 3 clusters Score -2442350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -2442364.250000 Penalty: 5031.950195
	Iteration 70Q: 3 clusters Score -2442364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -2442361.750000 Penalty: 5031.950195
	Iteration 71Q: 3 clusters Score -2442362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2442364.250000 Penalty: 5031.950195
	Iteration 72Q: 3 clusters Score -2442364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -2442368.250000 Penalty: 5031.950195
	Iteration 73Q: 3 clusters Score -2442368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2442367.250000 Penalty: 5031.950195
	Iteration 74Q: 3 clusters Score -2442367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -2442369.250000 Penalty: 5031.950195
	Iteration 75Q: 3 clusters Score -2442369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -2442370.000000 Penalty: 5031.950195
	Iteration 76Q: 3 clusters Score -2442370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2442370.500000 Penalty: 5031.950195
	Iteration 77Q: 3 clusters Score -2442370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2442378.250000 Penalty: 5031.950195
	Iteration 78Q: 3 clusters Score -2442378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -2442383.750000 Penalty: 5031.950195
	Iteration 79Q: 3 clusters Score -2442384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -2442389.500000 Penalty: 5031.950195
	Iteration 80F: 3 clusters Score -2442390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -2442389.250000 Penalty: 5031.950195
	Iteration 81Q: 3 clusters Score -2442389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -2442389.000000 Penalty: 5031.950195
	Iteration 82Q: 3 clusters Score -2442389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -2442400.250000 Penalty: 5031.950195
	Iteration 83Q: 3 clusters Score -2442400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2442410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2442414.250000 Penalty: 5031.950195
	Iteration 85Q: 3 clusters Score -2442414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -2442420.250000 Penalty: 5031.950195
	Iteration 86Q: 3 clusters Score -2442420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2442432.500000 Penalty: 5031.950195
	Iteration 87Q: 3 clusters Score -2442432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -2442442.500000 Penalty: 5031.950195
	Iteration 88Q: 3 clusters Score -2442442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2442445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -2442443.250000 Penalty: 5031.950195
	Iteration 90Q: 3 clusters Score -2442443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -2442446.250000 Penalty: 5031.950195
	Iteration 91Q: 3 clusters Score -2442446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -2442444.000000 Penalty: 5031.950195
	Iteration 92Q: 3 clusters Score -2442444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -2442447.250000 Penalty: 5031.950195
	Iteration 93Q: 3 clusters Score -2442447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2442452.000000 Penalty: 5031.950195
	Iteration 94Q: 3 clusters Score -2442452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2442453.750000 Penalty: 5031.950195
	Iteration 95Q: 3 clusters Score -2442454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2442451.250000 Penalty: 5031.950195
	Iteration 96Q: 3 clusters Score -2442451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2442451.500000 Penalty: 5031.950195
	Iteration 97Q: 3 clusters Score -2442452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -2442454.250000 Penalty: 5031.950195
	Iteration 98Q: 3 clusters Score -2442454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -2442454.750000 Penalty: 5031.950195
	Iteration 99Q: 3 clusters Score -2442455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -2442454.500000 Penalty: 5031.950195
	Iteration 100F: 3 clusters Score -2442454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -2442461.250000 Penalty: 5031.950195
	Iteration 101Q: 3 clusters Score -2442461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2442461.000000 Penalty: 5031.950195
	Iteration 102Q: 3 clusters Score -2442461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -2442461.500000 Penalty: 5031.950195
	Iteration 103Q: 3 clusters Score -2442462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -2442458.500000 Penalty: 5031.950195
	Iteration 104Q: 3 clusters Score -2442458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -2442456.000000 Penalty: 5031.950195
	Iteration 105Q: 3 clusters Score -2442456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -2442457.000000 Penalty: 5031.950195
	Iteration 106Q: 3 clusters Score -2442457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -2442459.500000 Penalty: 5031.950195
	Iteration 107Q: 3 clusters Score -2442460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2442458.000000 Penalty: 5031.950195
	Iteration 108Q: 3 clusters Score -2442458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -2442462.250000 Penalty: 5031.950195
	Iteration 109Q: 3 clusters Score -2442462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -2442463.500000 Penalty: 5031.950195
	Iteration 110Q: 3 clusters Score -2442464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2442468.000000 Penalty: 5031.950195
	Iteration 111Q: 3 clusters Score -2442468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -2442479.500000 Penalty: 5031.950195
	Iteration 112Q: 3 clusters Score -2442480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -2442487.750000 Penalty: 5031.950195
	Iteration 113Q: 3 clusters Score -2442488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2442491.000000 Penalty: 5031.950195
	Iteration 114Q: 3 clusters Score -2442491 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -2442510.500000 Penalty: 5031.950195
	Iteration 115Q: 3 clusters Score -2442510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -2442526.000000 Penalty: 5031.950195
	Iteration 116Q: 3 clusters Score -2442526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2442566 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -2442621.500000 Penalty: 5031.950195
	Iteration 118Q: 3 clusters Score -2442622 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2442748.000000 Penalty: 5031.950195
	Iteration 119Q: 3 clusters Score -2442748 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -2442942.750000 Penalty: 5031.950195
	Iteration 120F: 3 clusters Score -2442943 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -2443167.250000 Penalty: 5031.950195
	Iteration 121Q: 3 clusters Score -2443167 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -2443264.250000 Penalty: 5031.950195
	Iteration 122Q: 3 clusters Score -2443264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -2443319.750000 Penalty: 5031.950195
	Iteration 123Q: 3 clusters Score -2443320 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -2443340.500000 Penalty: 5031.950195
	Iteration 124Q: 3 clusters Score -2443340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2443352.250000 Penalty: 5031.950195
	Iteration 125Q: 3 clusters Score -2443352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -2443360.500000 Penalty: 5031.950195
	Iteration 126Q: 3 clusters Score -2443360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -2443358.750000 Penalty: 5031.950195
	Iteration 127Q: 3 clusters Score -2443359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -2443363.000000 Penalty: 5031.950195
	Iteration 128Q: 3 clusters Score -2443363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -2443359.000000 Penalty: 5031.950195
	Iteration 129Q: 3 clusters Score -2443359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -2443362.750000 Penalty: 5031.950195
	Iteration 130Q: 3 clusters Score -2443363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -2443366.250000 Penalty: 5031.950195
	Iteration 131Q: 3 clusters Score -2443366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -2443362.500000 Penalty: 5031.950195
	Iteration 132Q: 3 clusters Score -2443362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -2443368.000000 Penalty: 5031.950195
	Iteration 133Q: 3 clusters Score -2443368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -2443368.750000 Penalty: 5031.950195
	Iteration 134Q: 3 clusters Score -2443369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -2443368.000000 Penalty: 5031.950195
	Iteration 135Q: 3 clusters Score -2443368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -2443366.750000 Penalty: 5031.950195
	Iteration 136Q: 3 clusters Score -2443367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -2443366.500000 Penalty: 5031.950195
	Iteration 137Q: 3 clusters Score -2443366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -2443367.500000 Penalty: 5031.950195
	Iteration 138Q: 3 clusters Score -2443368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -2443364.250000 Penalty: 5031.950195
	Iteration 139Q: 3 clusters Score -2443364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -2443364.750000 Penalty: 5031.950195
	Iteration 140F: 3 clusters Score -2443365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135047 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230564 members 
Mstep: Class 4 contains 12706 members 
Mstep: Class 5 contains 32247 members 
Mstep: Class 6 contains 310371 members 
Mstep: Class 7 contains 98075 members 
Mstep: Class 8 contains 7669 members 
Mstep: Class 9 contains 35651 members 
Mstep: Class 10 contains 5890 members 
Mstep: Class 11 contains 225808 members 
Mstep: Class 12 contains 65383 members 
Mstep: Class 13 contains 19915 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 221198 members 
Mstep: Class 16 contains 6743 members 
Mstep: Class 17 contains 8845 members 
Mstep: Class 18 contains 4532 members 
Mstep: Class 19 contains 5243 members 
Mstep: Class 20 contains 4815 members 
Mstep: Class 21 contains 6598 members 
Mstep: Class 22 contains 102884 members 
Mstep: Class 23 contains 5100 members 
Mstep: Class 24 contains 14136 members 
Mstep: Class 25 contains 5936 members 
Mstep: Class 26 contains 18382 members 
Mstep: Class 27 contains 11474 members 
Mstep: Class 28 contains 9348 members 
Mstep: Class 29 contains 10516 members 
Mstep: Class 30 contains 25465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690768.000000 Penalty: 113719.265625
Iteration 119Q: 33 clusters Score -1.576908e+08 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135026 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230575 members 
Mstep: Class 4 contains 12709 members 
Mstep: Class 5 contains 32189 members 
Mstep: Class 6 contains 310622 members 
Mstep: Class 7 contains 98071 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 35631 members 
Mstep: Class 10 contains 5953 members 
Mstep: Class 11 contains 225784 members 
Mstep: Class 12 contains 65333 members 
Mstep: Class 13 contains 19989 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 221414 members 
Mstep: Class 16 contains 6829 members 
Mstep: Class 17 contains 8854 members 
Mstep: Class 18 contains 4532 members 
Mstep: Class 19 contains 5186 members 
Mstep: Class 20 contains 4825 members 
Mstep: Class 21 contains 6604 members 
Mstep: Class 22 contains 102878 members 
Mstep: Class 23 contains 5143 members 
Mstep: Class 24 contains 14136 members 
Mstep: Class 25 contains 5900 members 
Mstep: Class 26 contains 18379 members 
Mstep: Class 27 contains 11531 members 
Mstep: Class 28 contains 9366 members 
Mstep: Class 29 contains 10493 members 
Mstep: Class 30 contains 25477 members 
Mstep: Class 31 contains 9776 members 
Mstep: Class 32 contains 2195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157691968.000000 Penalty: 113719.265625
Iteration 120F: 33 clusters Score -1.57692e+08 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135017 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230567 members 
Mstep: Class 4 contains 12708 members 
Mstep: Class 5 contains 32056 members 
Mstep: Class 6 contains 310685 members 
Mstep: Class 7 contains 98036 members 
Mstep: Class 8 contains 7669 members 
Mstep: Class 9 contains 35423 members 
Mstep: Class 10 contains 6063 members 
Mstep: Class 11 contains 225752 members 
Mstep: Class 12 contains 65321 members 
Mstep: Class 13 contains 20065 members 
Mstep: Class 14 contains 8620 members 
Mstep: Class 15 contains 221434 members 
Mstep: Class 16 contains 6909 members 
Mstep: Class 17 contains 8855 members 
Mstep: Class 18 contains 4531 members 
Mstep: Class 19 contains 5148 members 
Mstep: Class 20 contains 4832 members 
Mstep: Class 21 contains 6620 members 
Mstep: Class 22 contains 102874 members 
Mstep: Class 23 contains 5154 members 
Mstep: Class 24 contains 14137 members 
Mstep: Class 25 contains 5884 members 
Mstep: Class 26 contains 18383 members 
Mstep: Class 27 contains 11534 members 
Mstep: Class 28 contains 9384 members 
Mstep: Class 29 contains 10470 members 
Mstep: Class 30 contains 25483 members 
Mstep: Class 31 contains 9622 members 
Mstep: Class 32 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157692880.000000 Penalty: 113719.265625
Iteration 121Q: 33 clusters Score -1.576929e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135000 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230570 members 
Mstep: Class 4 contains 12709 members 
Mstep: Class 5 contains 31943 members 
Mstep: Class 6 contains 310692 members 
Mstep: Class 7 contains 98024 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 35230 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 225729 members 
Mstep: Class 12 contains 65316 members 
Mstep: Class 13 contains 20131 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 221408 members 
Mstep: Class 16 contains 6984 members 
Mstep: Class 17 contains 8853 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 5136 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 6644 members 
Mstep: Class 22 contains 102871 members 
Mstep: Class 23 contains 5171 members 
Mstep: Class 24 contains 14132 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 18383 members 
Mstep: Class 27 contains 11548 members 
Mstep: Class 28 contains 9407 members 
Mstep: Class 29 contains 10444 members 
Mstep: Class 30 contains 25480 members 
Mstep: Class 31 contains 9534 members 
Mstep: Class 32 contains 2643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157692896.000000 Penalty: 113719.265625
Iteration 122Q: 33 clusters Score -1.576929e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 135000 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 230563 members 
Mstep: Class 4 contains 12708 members 
Mstep: Class 5 contains 31846 members 
Mstep: Class 6 contains 310699 members 
Mstep: Class 7 contains 98000 members 
Mstep: Class 8 contains 7672 members 
Mstep: Class 9 contains 35031 members 
Mstep: Class 10 contains 6253 members 
Mstep: Class 11 contains 225723 members 
Mstep: Class 12 contains 65323 members 
Mstep: Class 13 contains 20209 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 221394 members 
Mstep: Class 16 contains 7036 members 
Mstep: Class 17 contains 8855 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 5117 members 
Mstep: Class 20 contains 4848 members 
Mstep: Class 21 contains 6662 members 
Mstep: Class 22 contains 102865 members 
Mstep: Class 23 contains 5197 members 
Mstep: Class 24 contains 14129 members 
Mstep: Class 25 contains 5884 members 
Mstep: Class 26 contains 18381 members 
Mstep: Class 27 contains 11550 members 
Mstep: Class 28 contains 9419 members 
Mstep: Class 29 contains 10425 members 
Mstep: Class 30 contains 25483 members 
Mstep: Class 31 contains 9474 members 
Mstep: Class 32 contains 2787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693520.000000 Penalty: 113719.265625
Iteration 123Q: 33 clusters Score -1.576935e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134993 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230558 members 
Mstep: Class 4 contains 12704 members 
Mstep: Class 5 contains 31741 members 
Mstep: Class 6 contains 310705 members 
Mstep: Class 7 contains 97955 members 
Mstep: Class 8 contains 7674 members 
Mstep: Class 9 contains 34840 members 
Mstep: Class 10 contains 6350 members 
Mstep: Class 11 contains 225718 members 
Mstep: Class 12 contains 65325 members 
Mstep: Class 13 contains 20259 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 221387 members 
Mstep: Class 16 contains 7093 members 
Mstep: Class 17 contains 8856 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 4867 members 
Mstep: Class 21 contains 6681 members 
Mstep: Class 22 contains 102859 members 
Mstep: Class 23 contains 5216 members 
Mstep: Class 24 contains 14129 members 
Mstep: Class 25 contains 5886 members 
Mstep: Class 26 contains 18379 members 
Mstep: Class 27 contains 11561 members 
Mstep: Class 28 contains 9439 members 
Mstep: Class 29 contains 10397 members 
Mstep: Class 30 contains 25490 members 
Mstep: Class 31 contains 9422 members 
Mstep: Class 32 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694112.000000 Penalty: 113719.265625
Iteration 124Q: 33 clusters Score -1.576941e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134979 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230544 members 
Mstep: Class 4 contains 12701 members 
Mstep: Class 5 contains 31653 members 
Mstep: Class 6 contains 310703 members 
Mstep: Class 7 contains 97931 members 
Mstep: Class 8 contains 7673 members 
Mstep: Class 9 contains 34638 members 
Mstep: Class 10 contains 6454 members 
Mstep: Class 11 contains 225692 members 
Mstep: Class 12 contains 65333 members 
Mstep: Class 13 contains 20320 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 221384 members 
Mstep: Class 16 contains 7144 members 
Mstep: Class 17 contains 8859 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 5144 members 
Mstep: Class 20 contains 4877 members 
Mstep: Class 21 contains 6700 members 
Mstep: Class 22 contains 102850 members 
Mstep: Class 23 contains 5243 members 
Mstep: Class 24 contains 14127 members 
Mstep: Class 25 contains 5888 members 
Mstep: Class 26 contains 18373 members 
Mstep: Class 27 contains 11562 members 
Mstep: Class 28 contains 9449 members 
Mstep: Class 29 contains 10378 members 
Mstep: Class 30 contains 25512 members 
Mstep: Class 31 contains 9379 members 
Mstep: Class 32 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694464.000000 Penalty: 113719.265625
Iteration 125Q: 33 clusters Score -1.576945e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134972 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230539 members 
Mstep: Class 4 contains 12699 members 
Mstep: Class 5 contains 31558 members 
Mstep: Class 6 contains 310710 members 
Mstep: Class 7 contains 97910 members 
Mstep: Class 8 contains 7673 members 
Mstep: Class 9 contains 34437 members 
Mstep: Class 10 contains 6546 members 
Mstep: Class 11 contains 225669 members 
Mstep: Class 12 contains 65336 members 
Mstep: Class 13 contains 20370 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 221376 members 
Mstep: Class 16 contains 7188 members 
Mstep: Class 17 contains 8861 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 5165 members 
Mstep: Class 20 contains 4887 members 
Mstep: Class 21 contains 6720 members 
Mstep: Class 22 contains 102852 members 
Mstep: Class 23 contains 5253 members 
Mstep: Class 24 contains 14127 members 
Mstep: Class 25 contains 5883 members 
Mstep: Class 26 contains 18373 members 
Mstep: Class 27 contains 11567 members 
Mstep: Class 28 contains 9472 members 
Mstep: Class 29 contains 10370 members 
Mstep: Class 30 contains 25517 members 
Mstep: Class 31 contains 9355 members 
Mstep: Class 32 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694416.000000 Penalty: 113719.265625
Iteration 126Q: 33 clusters Score -1.576944e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134950 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230535 members 
Mstep: Class 4 contains 12700 members 
Mstep: Class 5 contains 31486 members 
Mstep: Class 6 contains 310715 members 
Mstep: Class 7 contains 97889 members 
Mstep: Class 8 contains 7673 members 
Mstep: Class 9 contains 34292 members 
Mstep: Class 10 contains 6634 members 
Mstep: Class 11 contains 225658 members 
Mstep: Class 12 contains 65336 members 
Mstep: Class 13 contains 20414 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 221369 members 
Mstep: Class 16 contains 7233 members 
Mstep: Class 17 contains 8862 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 5184 members 
Mstep: Class 20 contains 4895 members 
Mstep: Class 21 contains 6741 members 
Mstep: Class 22 contains 102847 members 
Mstep: Class 23 contains 5261 members 
Mstep: Class 24 contains 14125 members 
Mstep: Class 25 contains 5882 members 
Mstep: Class 26 contains 18370 members 
Mstep: Class 27 contains 11573 members 
Mstep: Class 28 contains 9477 members 
Mstep: Class 29 contains 10355 members 
Mstep: Class 30 contains 25530 members 
Mstep: Class 31 contains 9320 members 
Mstep: Class 32 contains 3230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694400.000000 Penalty: 113719.265625
Iteration 127Q: 33 clusters Score -1.576944e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134938 members 
Mstep: Class 2 contains 10313 members 
Mstep: Class 3 contains 230521 members 
Mstep: Class 4 contains 12699 members 
Mstep: Class 5 contains 31422 members 
Mstep: Class 6 contains 310709 members 
Mstep: Class 7 contains 97870 members 
Mstep: Class 8 contains 7673 members 
Mstep: Class 9 contains 34185 members 
Mstep: Class 10 contains 6723 members 
Mstep: Class 11 contains 225640 members 
Mstep: Class 12 contains 65337 members 
Mstep: Class 13 contains 20462 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 221354 members 
Mstep: Class 16 contains 7276 members 
Mstep: Class 17 contains 8861 members 
Mstep: Class 18 contains 4532 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 4899 members 
Mstep: Class 21 contains 6758 members 
Mstep: Class 22 contains 102845 members 
Mstep: Class 23 contains 5267 members 
Mstep: Class 24 contains 14122 members 
Mstep: Class 25 contains 5881 members 
Mstep: Class 26 contains 18369 members 
Mstep: Class 27 contains 11567 members 
Mstep: Class 28 contains 9483 members 
Mstep: Class 29 contains 10336 members 
Mstep: Class 30 contains 25542 members 
Mstep: Class 31 contains 9290 members 
Mstep: Class 32 contains 3311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694448.000000 Penalty: 113719.265625
Iteration 128Q: 33 clusters Score -1.576944e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134930 members 
Mstep: Class 2 contains 10311 members 
Mstep: Class 3 contains 230520 members 
Mstep: Class 4 contains 12698 members 
Mstep: Class 5 contains 31342 members 
Mstep: Class 6 contains 310706 members 
Mstep: Class 7 contains 97866 members 
Mstep: Class 8 contains 7673 members 
Mstep: Class 9 contains 34099 members 
Mstep: Class 10 contains 6809 members 
Mstep: Class 11 contains 225631 members 
Mstep: Class 12 contains 65339 members 
Mstep: Class 13 contains 20500 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221342 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 8857 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 5214 members 
Mstep: Class 20 contains 4904 members 
Mstep: Class 21 contains 6776 members 
Mstep: Class 22 contains 102841 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 14122 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 18368 members 
Mstep: Class 27 contains 11558 members 
Mstep: Class 28 contains 9488 members 
Mstep: Class 29 contains 10317 members 
Mstep: Class 30 contains 25544 members 
Mstep: Class 31 contains 9269 members 
Mstep: Class 32 contains 3373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694464.000000 Penalty: 113719.265625
Iteration 129Q: 33 clusters Score -1.576945e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134924 members 
Mstep: Class 2 contains 10309 members 
Mstep: Class 3 contains 230523 members 
Mstep: Class 4 contains 12697 members 
Mstep: Class 5 contains 31272 members 
Mstep: Class 6 contains 310701 members 
Mstep: Class 7 contains 97864 members 
Mstep: Class 8 contains 7673 members 
Mstep: Class 9 contains 34012 members 
Mstep: Class 10 contains 6873 members 
Mstep: Class 11 contains 225612 members 
Mstep: Class 12 contains 65344 members 
Mstep: Class 13 contains 20534 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221338 members 
Mstep: Class 16 contains 7333 members 
Mstep: Class 17 contains 8857 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 5223 members 
Mstep: Class 20 contains 4914 members 
Mstep: Class 21 contains 6779 members 
Mstep: Class 22 contains 102836 members 
Mstep: Class 23 contains 5285 members 
Mstep: Class 24 contains 14124 members 
Mstep: Class 25 contains 5872 members 
Mstep: Class 26 contains 18364 members 
Mstep: Class 27 contains 11561 members 
Mstep: Class 28 contains 9500 members 
Mstep: Class 29 contains 10309 members 
Mstep: Class 30 contains 25549 members 
Mstep: Class 31 contains 9252 members 
Mstep: Class 32 contains 3416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694304.000000 Penalty: 113719.265625
Iteration 130Q: 33 clusters Score -1.576943e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134920 members 
Mstep: Class 2 contains 10308 members 
Mstep: Class 3 contains 230505 members 
Mstep: Class 4 contains 12693 members 
Mstep: Class 5 contains 31209 members 
Mstep: Class 6 contains 310711 members 
Mstep: Class 7 contains 97863 members 
Mstep: Class 8 contains 7673 members 
Mstep: Class 9 contains 33934 members 
Mstep: Class 10 contains 6948 members 
Mstep: Class 11 contains 225606 members 
Mstep: Class 12 contains 65344 members 
Mstep: Class 13 contains 20558 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221331 members 
Mstep: Class 16 contains 7359 members 
Mstep: Class 17 contains 8858 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 5232 members 
Mstep: Class 20 contains 4913 members 
Mstep: Class 21 contains 6786 members 
Mstep: Class 22 contains 102834 members 
Mstep: Class 23 contains 5288 members 
Mstep: Class 24 contains 14127 members 
Mstep: Class 25 contains 5872 members 
Mstep: Class 26 contains 18364 members 
Mstep: Class 27 contains 11567 members 
Mstep: Class 28 contains 9504 members 
Mstep: Class 29 contains 10299 members 
Mstep: Class 30 contains 25557 members 
Mstep: Class 31 contains 9229 members 
Mstep: Class 32 contains 3458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694400.000000 Penalty: 113719.265625
Iteration 131Q: 33 clusters Score -1.576944e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134924 members 
Mstep: Class 2 contains 10310 members 
Mstep: Class 3 contains 230491 members 
Mstep: Class 4 contains 12689 members 
Mstep: Class 5 contains 31162 members 
Mstep: Class 6 contains 310718 members 
Mstep: Class 7 contains 97846 members 
Mstep: Class 8 contains 7674 members 
Mstep: Class 9 contains 33856 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 225601 members 
Mstep: Class 12 contains 65346 members 
Mstep: Class 13 contains 20588 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221330 members 
Mstep: Class 16 contains 7382 members 
Mstep: Class 17 contains 8857 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 5245 members 
Mstep: Class 20 contains 4920 members 
Mstep: Class 21 contains 6791 members 
Mstep: Class 22 contains 102826 members 
Mstep: Class 23 contains 5292 members 
Mstep: Class 24 contains 14130 members 
Mstep: Class 25 contains 5871 members 
Mstep: Class 26 contains 18364 members 
Mstep: Class 27 contains 11564 members 
Mstep: Class 28 contains 9509 members 
Mstep: Class 29 contains 10293 members 
Mstep: Class 30 contains 25561 members 
Mstep: Class 31 contains 9215 members 
Mstep: Class 32 contains 3492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694384.000000 Penalty: 113719.265625
Iteration 132Q: 33 clusters Score -1.576944e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134911 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230484 members 
Mstep: Class 4 contains 12685 members 
Mstep: Class 5 contains 31116 members 
Mstep: Class 6 contains 310721 members 
Mstep: Class 7 contains 97845 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 33779 members 
Mstep: Class 10 contains 7049 members 
Mstep: Class 11 contains 225594 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 20623 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 221325 members 
Mstep: Class 16 contains 7400 members 
Mstep: Class 17 contains 8859 members 
Mstep: Class 18 contains 4532 members 
Mstep: Class 19 contains 5251 members 
Mstep: Class 20 contains 4927 members 
Mstep: Class 21 contains 6805 members 
Mstep: Class 22 contains 102823 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 14132 members 
Mstep: Class 25 contains 5869 members 
Mstep: Class 26 contains 18364 members 
Mstep: Class 27 contains 11559 members 
Mstep: Class 28 contains 9518 members 
Mstep: Class 29 contains 10278 members 
Mstep: Class 30 contains 25576 members 
Mstep: Class 31 contains 9206 members 
Mstep: Class 32 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694592.000000 Penalty: 113719.265625
Iteration 133Q: 33 clusters Score -1.576946e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134913 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230473 members 
Mstep: Class 4 contains 12682 members 
Mstep: Class 5 contains 31070 members 
Mstep: Class 6 contains 310722 members 
Mstep: Class 7 contains 97844 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 33714 members 
Mstep: Class 10 contains 7100 members 
Mstep: Class 11 contains 225585 members 
Mstep: Class 12 contains 65350 members 
Mstep: Class 13 contains 20656 members 
Mstep: Class 14 contains 8618 members 
Mstep: Class 15 contains 221322 members 
Mstep: Class 16 contains 7419 members 
Mstep: Class 17 contains 8864 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 5252 members 
Mstep: Class 20 contains 4929 members 
Mstep: Class 21 contains 6815 members 
Mstep: Class 22 contains 102825 members 
Mstep: Class 23 contains 5295 members 
Mstep: Class 24 contains 14132 members 
Mstep: Class 25 contains 5870 members 
Mstep: Class 26 contains 18361 members 
Mstep: Class 27 contains 11559 members 
Mstep: Class 28 contains 9523 members 
Mstep: Class 29 contains 10273 members 
Mstep: Class 30 contains 25583 members 
Mstep: Class 31 contains 9193 members 
Mstep: Class 32 contains 3540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694560.000000 Penalty: 113719.265625
Iteration 134Q: 33 clusters Score -1.576946e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134914 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230460 members 
Mstep: Class 4 contains 12680 members 
Mstep: Class 5 contains 31013 members 
Mstep: Class 6 contains 310737 members 
Mstep: Class 7 contains 97837 members 
Mstep: Class 8 contains 7678 members 
Mstep: Class 9 contains 33656 members 
Mstep: Class 10 contains 7163 members 
Mstep: Class 11 contains 225576 members 
Mstep: Class 12 contains 65352 members 
Mstep: Class 13 contains 20678 members 
Mstep: Class 14 contains 8619 members 
Mstep: Class 15 contains 221318 members 
Mstep: Class 16 contains 7439 members 
Mstep: Class 17 contains 8869 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 5256 members 
Mstep: Class 20 contains 4932 members 
Mstep: Class 21 contains 6822 members 
Mstep: Class 22 contains 102822 members 
Mstep: Class 23 contains 5300 members 
Mstep: Class 24 contains 14129 members 
Mstep: Class 25 contains 5869 members 
Mstep: Class 26 contains 18363 members 
Mstep: Class 27 contains 11554 members 
Mstep: Class 28 contains 9531 members 
Mstep: Class 29 contains 10266 members 
Mstep: Class 30 contains 25589 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 3556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694640.000000 Penalty: 113719.265625
Iteration 135Q: 33 clusters Score -1.576946e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134912 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230451 members 
Mstep: Class 4 contains 12678 members 
Mstep: Class 5 contains 30972 members 
Mstep: Class 6 contains 310732 members 
Mstep: Class 7 contains 97828 members 
Mstep: Class 8 contains 7678 members 
Mstep: Class 9 contains 33607 members 
Mstep: Class 10 contains 7217 members 
Mstep: Class 11 contains 225568 members 
Mstep: Class 12 contains 65353 members 
Mstep: Class 13 contains 20699 members 
Mstep: Class 14 contains 8619 members 
Mstep: Class 15 contains 221325 members 
Mstep: Class 16 contains 7461 members 
Mstep: Class 17 contains 8869 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5261 members 
Mstep: Class 20 contains 4939 members 
Mstep: Class 21 contains 6832 members 
Mstep: Class 22 contains 102820 members 
Mstep: Class 23 contains 5306 members 
Mstep: Class 24 contains 14129 members 
Mstep: Class 25 contains 5867 members 
Mstep: Class 26 contains 18363 members 
Mstep: Class 27 contains 11555 members 
Mstep: Class 28 contains 9530 members 
Mstep: Class 29 contains 10254 members 
Mstep: Class 30 contains 25597 members 
Mstep: Class 31 contains 9154 members 
Mstep: Class 32 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694608.000000 Penalty: 113719.265625
Iteration 136Q: 33 clusters Score -1.576946e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134911 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230446 members 
Mstep: Class 4 contains 12674 members 
Mstep: Class 5 contains 30927 members 
Mstep: Class 6 contains 310732 members 
Mstep: Class 7 contains 97812 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 33562 members 
Mstep: Class 10 contains 7267 members 
Mstep: Class 11 contains 225565 members 
Mstep: Class 12 contains 65352 members 
Mstep: Class 13 contains 20723 members 
Mstep: Class 14 contains 8620 members 
Mstep: Class 15 contains 221326 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 17 contains 8870 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5262 members 
Mstep: Class 20 contains 4948 members 
Mstep: Class 21 contains 6841 members 
Mstep: Class 22 contains 102820 members 
Mstep: Class 23 contains 5314 members 
Mstep: Class 24 contains 14128 members 
Mstep: Class 25 contains 5870 members 
Mstep: Class 26 contains 18362 members 
Mstep: Class 27 contains 11555 members 
Mstep: Class 28 contains 9536 members 
Mstep: Class 29 contains 10251 members 
Mstep: Class 30 contains 25605 members 
Mstep: Class 31 contains 9125 members 
Mstep: Class 32 contains 3591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694544.000000 Penalty: 113719.265625
Iteration 137Q: 33 clusters Score -1.576945e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134913 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230444 members 
Mstep: Class 4 contains 12670 members 
Mstep: Class 5 contains 30885 members 
Mstep: Class 6 contains 310732 members 
Mstep: Class 7 contains 97798 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 33527 members 
Mstep: Class 10 contains 7309 members 
Mstep: Class 11 contains 225560 members 
Mstep: Class 12 contains 65353 members 
Mstep: Class 13 contains 20744 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 221333 members 
Mstep: Class 16 contains 7505 members 
Mstep: Class 17 contains 8867 members 
Mstep: Class 18 contains 4536 members 
Mstep: Class 19 contains 5261 members 
Mstep: Class 20 contains 4952 members 
Mstep: Class 21 contains 6844 members 
Mstep: Class 22 contains 102818 members 
Mstep: Class 23 contains 5317 members 
Mstep: Class 24 contains 14128 members 
Mstep: Class 25 contains 5869 members 
Mstep: Class 26 contains 18364 members 
Mstep: Class 27 contains 11554 members 
Mstep: Class 28 contains 9542 members 
Mstep: Class 29 contains 10251 members 
Mstep: Class 30 contains 25612 members 
Mstep: Class 31 contains 9099 members 
Mstep: Class 32 contains 3605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694288.000000 Penalty: 113719.265625
Iteration 138Q: 33 clusters Score -1.576943e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134914 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230443 members 
Mstep: Class 4 contains 12669 members 
Mstep: Class 5 contains 30860 members 
Mstep: Class 6 contains 310733 members 
Mstep: Class 7 contains 97800 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 33497 members 
Mstep: Class 10 contains 7341 members 
Mstep: Class 11 contains 225551 members 
Mstep: Class 12 contains 65354 members 
Mstep: Class 13 contains 20756 members 
Mstep: Class 14 contains 8620 members 
Mstep: Class 15 contains 221333 members 
Mstep: Class 16 contains 7530 members 
Mstep: Class 17 contains 8866 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5260 members 
Mstep: Class 20 contains 4956 members 
Mstep: Class 21 contains 6854 members 
Mstep: Class 22 contains 102819 members 
Mstep: Class 23 contains 5321 members 
Mstep: Class 24 contains 14129 members 
Mstep: Class 25 contains 5863 members 
Mstep: Class 26 contains 18364 members 
Mstep: Class 27 contains 11553 members 
Mstep: Class 28 contains 9545 members 
Mstep: Class 29 contains 10247 members 
Mstep: Class 30 contains 25614 members 
Mstep: Class 31 contains 9075 members 
Mstep: Class 32 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694192.000000 Penalty: 113719.265625
Iteration 139Q: 33 clusters Score -1.576942e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134915 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230440 members 
Mstep: Class 4 contains 12666 members 
Mstep: Class 5 contains 30832 members 
Mstep: Class 6 contains 310737 members 
Mstep: Class 7 contains 97796 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 33468 members 
Mstep: Class 10 contains 7366 members 
Mstep: Class 11 contains 225547 members 
Mstep: Class 12 contains 65354 members 
Mstep: Class 13 contains 20776 members 
Mstep: Class 14 contains 8618 members 
Mstep: Class 15 contains 221327 members 
Mstep: Class 16 contains 7559 members 
Mstep: Class 17 contains 8864 members 
Mstep: Class 18 contains 4536 members 
Mstep: Class 19 contains 5262 members 
Mstep: Class 20 contains 4959 members 
Mstep: Class 21 contains 6856 members 
Mstep: Class 22 contains 102821 members 
Mstep: Class 23 contains 5326 members 
Mstep: Class 24 contains 14131 members 
Mstep: Class 25 contains 5861 members 
Mstep: Class 26 contains 18363 members 
Mstep: Class 27 contains 11550 members 
Mstep: Class 28 contains 9544 members 
Mstep: Class 29 contains 10243 members 
Mstep: Class 30 contains 25617 members 
Mstep: Class 31 contains 9063 members 
Mstep: Class 32 contains 3616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694176.000000 Penalty: 113719.265625
Iteration 140F: 33 clusters Score -1.576942e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134909 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 230439 members 
Mstep: Class 4 contains 12666 members 
Mstep: Class 5 contains 30805 members 
Mstep: Class 6 contains 310739 members 
Mstep: Class 7 contains 97793 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 33424 members 
Mstep: Class 10 contains 7390 members 
Mstep: Class 11 contains 225543 members 
Mstep: Class 12 contains 65355 members 
Mstep: Class 13 contains 20793 members 
Mstep: Class 14 contains 8617 members 
Mstep: Class 15 contains 221321 members 
Mstep: Class 16 contains 7583 members 
Mstep: Class 17 contains 8867 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5258 members 
Mstep: Class 20 contains 4965 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 102820 members 
Mstep: Class 23 contains 5327 members 
Mstep: Class 24 contains 14131 members 
Mstep: Class 25 contains 5855 members 
Mstep: Class 26 contains 18358 members 
Mstep: Class 27 contains 11547 members 
Mstep: Class 28 contains 9544 members 
Mstep: Class 29 contains 10238 members 
Mstep: Class 30 contains 25627 members 
Mstep: Class 31 contains 9056 members 
Mstep: Class 32 contains 3648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694176.000000 Penalty: 113719.265625
Iteration 141Q: 33 clusters Score -1.576942e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134901 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 230436 members 
Mstep: Class 4 contains 12666 members 
Mstep: Class 5 contains 30782 members 
Mstep: Class 6 contains 310749 members 
Mstep: Class 7 contains 97783 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 33376 members 
Mstep: Class 10 contains 7407 members 
Mstep: Class 11 contains 225543 members 
Mstep: Class 12 contains 65356 members 
Mstep: Class 13 contains 20802 members 
Mstep: Class 14 contains 8617 members 
Mstep: Class 15 contains 221323 members 
Mstep: Class 16 contains 7597 members 
Mstep: Class 17 contains 8873 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 4971 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 22 contains 102820 members 
Mstep: Class 23 contains 5332 members 
Mstep: Class 24 contains 14131 members 
Mstep: Class 25 contains 5854 members 
Mstep: Class 26 contains 18358 members 
Mstep: Class 27 contains 11546 members 
Mstep: Class 28 contains 9546 members 
Mstep: Class 29 contains 10240 members 
Mstep: Class 30 contains 25634 members 
Mstep: Class 31 contains 9042 members 
Mstep: Class 32 contains 3679 members 
Entering Unmasked Estep 
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Iteration 142Q: 33 clusters Score -1.576941e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134896 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230435 members 
Mstep: Class 4 contains 12666 members 
Mstep: Class 5 contains 30767 members 
Mstep: Class 6 contains 310746 members 
Mstep: Class 7 contains 97781 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 33348 members 
Mstep: Class 10 contains 7420 members 
Mstep: Class 11 contains 225540 members 
Mstep: Class 12 contains 65360 members 
Mstep: Class 13 contains 20818 members 
Mstep: Class 14 contains 8617 members 
Mstep: Class 15 contains 221314 members 
Mstep: Class 16 contains 7615 members 
Mstep: Class 17 contains 8877 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5246 members 
Mstep: Class 20 contains 4974 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 22 contains 102818 members 
Mstep: Class 23 contains 5334 members 
Mstep: Class 24 contains 14132 members 
Mstep: Class 25 contains 5855 members 
Mstep: Class 26 contains 18359 members 
Mstep: Class 27 contains 11540 members 
Mstep: Class 28 contains 9547 members 
Mstep: Class 29 contains 10233 members 
Mstep: Class 30 contains 25638 members 
Mstep: Class 31 contains 9026 members 
Mstep: Class 32 contains 3713 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 33 clusters Score -1.576941e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134894 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230428 members 
Mstep: Class 4 contains 12666 members 
Mstep: Class 5 contains 30749 members 
Mstep: Class 6 contains 310745 members 
Mstep: Class 7 contains 97775 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 33319 members 
Mstep: Class 10 contains 7437 members 
Mstep: Class 11 contains 225536 members 
Mstep: Class 12 contains 65364 members 
Mstep: Class 13 contains 20834 members 
Mstep: Class 14 contains 8617 members 
Mstep: Class 15 contains 221298 members 
Mstep: Class 16 contains 7634 members 
Mstep: Class 17 contains 8881 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5244 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 6865 members 
Mstep: Class 22 contains 102819 members 
Mstep: Class 23 contains 5335 members 
Mstep: Class 24 contains 14132 members 
Mstep: Class 25 contains 5855 members 
Mstep: Class 26 contains 18358 members 
Mstep: Class 27 contains 11542 members 
Mstep: Class 28 contains 9540 members 
Mstep: Class 29 contains 10229 members 
Mstep: Class 30 contains 25645 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694016.000000 Penalty: 113719.265625
Iteration 144Q: 33 clusters Score -1.57694e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134890 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230426 members 
Mstep: Class 4 contains 12665 members 
Mstep: Class 5 contains 30732 members 
Mstep: Class 6 contains 310740 members 
Mstep: Class 7 contains 97774 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 33291 members 
Mstep: Class 10 contains 7453 members 
Mstep: Class 11 contains 225532 members 
Mstep: Class 12 contains 65367 members 
Mstep: Class 13 contains 20851 members 
Mstep: Class 14 contains 8618 members 
Mstep: Class 15 contains 221284 members 
Mstep: Class 16 contains 7658 members 
Mstep: Class 17 contains 8882 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5241 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 6867 members 
Mstep: Class 22 contains 102819 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 14133 members 
Mstep: Class 25 contains 5855 members 
Mstep: Class 26 contains 18358 members 
Mstep: Class 27 contains 11539 members 
Mstep: Class 28 contains 9538 members 
Mstep: Class 29 contains 10229 members 
Mstep: Class 30 contains 25648 members 
Mstep: Class 31 contains 8988 members 
Mstep: Class 32 contains 3789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693824.000000 Penalty: 113719.265625
Iteration 145Q: 33 clusters Score -1.576938e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134886 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230422 members 
Mstep: Class 4 contains 12665 members 
Mstep: Class 5 contains 30722 members 
Mstep: Class 6 contains 310748 members 
Mstep: Class 7 contains 97762 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 33244 members 
Mstep: Class 10 contains 7469 members 
Mstep: Class 11 contains 225530 members 
Mstep: Class 12 contains 65372 members 
Mstep: Class 13 contains 20860 members 
Mstep: Class 14 contains 8618 members 
Mstep: Class 15 contains 221273 members 
Mstep: Class 16 contains 7684 members 
Mstep: Class 17 contains 8886 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5242 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 6870 members 
Mstep: Class 22 contains 102819 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 14134 members 
Mstep: Class 25 contains 5853 members 
Mstep: Class 26 contains 18357 members 
Mstep: Class 27 contains 11538 members 
Mstep: Class 28 contains 9535 members 
Mstep: Class 29 contains 10231 members 
Mstep: Class 30 contains 25651 members 
Mstep: Class 31 contains 8967 members 
Mstep: Class 32 contains 3827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693776.000000 Penalty: 113719.265625
Iteration 146Q: 33 clusters Score -1.576938e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134884 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230415 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30710 members 
Mstep: Class 6 contains 310746 members 
Mstep: Class 7 contains 97757 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 33206 members 
Mstep: Class 10 contains 7494 members 
Mstep: Class 11 contains 225523 members 
Mstep: Class 12 contains 65372 members 
Mstep: Class 13 contains 20869 members 
Mstep: Class 14 contains 8620 members 
Mstep: Class 15 contains 221264 members 
Mstep: Class 16 contains 7709 members 
Mstep: Class 17 contains 8885 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 5242 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 6872 members 
Mstep: Class 22 contains 102818 members 
Mstep: Class 23 contains 5340 members 
Mstep: Class 24 contains 14134 members 
Mstep: Class 25 contains 5853 members 
Mstep: Class 26 contains 18357 members 
Mstep: Class 27 contains 11537 members 
Mstep: Class 28 contains 9537 members 
Mstep: Class 29 contains 10231 members 
Mstep: Class 30 contains 25657 members 
Mstep: Class 31 contains 8948 members 
Mstep: Class 32 contains 3859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693952.000000 Penalty: 113719.265625
Iteration 147Q: 33 clusters Score -1.57694e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134885 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230414 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 30679 members 
Mstep: Class 6 contains 310740 members 
Mstep: Class 7 contains 97753 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 33177 members 
Mstep: Class 10 contains 7519 members 
Mstep: Class 11 contains 225521 members 
Mstep: Class 12 contains 65373 members 
Mstep: Class 13 contains 20882 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 221254 members 
Mstep: Class 16 contains 7742 members 
Mstep: Class 17 contains 8889 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 5242 members 
Mstep: Class 20 contains 4977 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 102814 members 
Mstep: Class 23 contains 5340 members 
Mstep: Class 24 contains 14135 members 
Mstep: Class 25 contains 5852 members 
Mstep: Class 26 contains 18357 members 
Mstep: Class 27 contains 11534 members 
Mstep: Class 28 contains 9537 members 
Mstep: Class 29 contains 10230 members 
Mstep: Class 30 contains 25662 members 
Mstep: Class 31 contains 8918 members 
Mstep: Class 32 contains 3894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694144.000000 Penalty: 113719.265625
Iteration 148Q: 33 clusters Score -1.576941e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134884 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230411 members 
Mstep: Class 4 contains 12662 members 
Mstep: Class 5 contains 30660 members 
Mstep: Class 6 contains 310728 members 
Mstep: Class 7 contains 97745 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 33140 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 11 contains 225514 members 
Mstep: Class 12 contains 65373 members 
Mstep: Class 13 contains 20900 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 221242 members 
Mstep: Class 16 contains 7768 members 
Mstep: Class 17 contains 8890 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 5244 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 22 contains 102815 members 
Mstep: Class 23 contains 5340 members 
Mstep: Class 24 contains 14136 members 
Mstep: Class 25 contains 5854 members 
Mstep: Class 26 contains 18357 members 
Mstep: Class 27 contains 11531 members 
Mstep: Class 28 contains 9542 members 
Mstep: Class 29 contains 10231 members 
Mstep: Class 30 contains 25666 members 
Mstep: Class 31 contains 8902 members 
Mstep: Class 32 contains 3930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694128.000000 Penalty: 113719.265625
Iteration 149Q: 33 clusters Score -1.576941e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134886 members 
Mstep: Class 2 contains 10314 members 
Mstep: Class 3 contains 230414 members 
Mstep: Class 4 contains 12662 members 
Mstep: Class 5 contains 30639 members 
Mstep: Class 6 contains 310712 members 
Mstep: Class 7 contains 97740 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 33093 members 
Mstep: Class 10 contains 7538 members 
Mstep: Class 11 contains 225518 members 
Mstep: Class 12 contains 65371 members 
Mstep: Class 13 contains 20924 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 221229 members 
Mstep: Class 16 contains 7792 members 
Mstep: Class 17 contains 8890 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 5246 members 
Mstep: Class 20 contains 4977 members 
Mstep: Class 21 contains 6893 members 
Mstep: Class 22 contains 102814 members 
Mstep: Class 23 contains 5342 members 
Mstep: Class 24 contains 14138 members 
Mstep: Class 25 contains 5854 members 
Mstep: Class 26 contains 18356 members 
Mstep: Class 27 contains 11526 members 
Mstep: Class 28 contains 9545 members 
Mstep: Class 29 contains 10228 members 
Mstep: Class 30 contains 25664 members 
Mstep: Class 31 contains 8887 members 
Mstep: Class 32 contains 3982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694336.000000 Penalty: 113719.265625
Iteration 150Q: 33 clusters Score -1.576943e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134884 members 
Mstep: Class 2 contains 10313 members 
Mstep: Class 3 contains 230412 members 
Mstep: Class 4 contains 12662 members 
Mstep: Class 5 contains 30627 members 
Mstep: Class 6 contains 310701 members 
Mstep: Class 7 contains 97742 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 33047 members 
Mstep: Class 10 contains 7545 members 
Mstep: Class 11 contains 225519 members 
Mstep: Class 12 contains 65372 members 
Mstep: Class 13 contains 20943 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 221216 members 
Mstep: Class 16 contains 7819 members 
Mstep: Class 17 contains 8892 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5251 members 
Mstep: Class 20 contains 4975 members 
Mstep: Class 21 contains 6896 members 
Mstep: Class 22 contains 102815 members 
Mstep: Class 23 contains 5345 members 
Mstep: Class 24 contains 14138 members 
Mstep: Class 25 contains 5853 members 
Mstep: Class 26 contains 18355 members 
Mstep: Class 27 contains 11521 members 
Mstep: Class 28 contains 9552 members 
Mstep: Class 29 contains 10221 members 
Mstep: Class 30 contains 25663 members 
Mstep: Class 31 contains 8873 members 
Mstep: Class 32 contains 4021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694400.000000 Penalty: 113719.265625
Iteration 151Q: 33 clusters Score -1.576944e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134882 members 
Mstep: Class 2 contains 10313 members 
Mstep: Class 3 contains 230408 members 
Mstep: Class 4 contains 12662 members 
Mstep: Class 5 contains 30625 members 
Mstep: Class 6 contains 310694 members 
Mstep: Class 7 contains 97740 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 33007 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 225516 members 
Mstep: Class 12 contains 65372 members 
Mstep: Class 13 contains 20962 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 221201 members 
Mstep: Class 16 contains 7844 members 
Mstep: Class 17 contains 8897 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5253 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 6900 members 
Mstep: Class 22 contains 102815 members 
Mstep: Class 23 contains 5348 members 
Mstep: Class 24 contains 14138 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 18355 members 
Mstep: Class 27 contains 11511 members 
Mstep: Class 28 contains 9555 members 
Mstep: Class 29 contains 10220 members 
Mstep: Class 30 contains 25663 members 
Mstep: Class 31 contains 8863 members 
Mstep: Class 32 contains 4051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694448.000000 Penalty: 113719.265625
Iteration 152Q: 33 clusters Score -1.576944e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134882 members 
Mstep: Class 2 contains 10313 members 
Mstep: Class 3 contains 230408 members 
Mstep: Class 4 contains 12662 members 
Mstep: Class 5 contains 30624 members 
Mstep: Class 6 contains 310687 members 
Mstep: Class 7 contains 97735 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32971 members 
Mstep: Class 10 contains 7552 members 
Mstep: Class 11 contains 225518 members 
Mstep: Class 12 contains 65373 members 
Mstep: Class 13 contains 20975 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 221188 members 
Mstep: Class 16 contains 7859 members 
Mstep: Class 17 contains 8901 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5254 members 
Mstep: Class 20 contains 4974 members 
Mstep: Class 21 contains 6906 members 
Mstep: Class 22 contains 102814 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 14138 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 18355 members 
Mstep: Class 27 contains 11505 members 
Mstep: Class 28 contains 9563 members 
Mstep: Class 29 contains 10225 members 
Mstep: Class 30 contains 25663 members 
Mstep: Class 31 contains 8854 members 
Mstep: Class 32 contains 4074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694528.000000 Penalty: 113719.265625
Iteration 153Q: 33 clusters Score -1.576945e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134887 members 
Mstep: Class 2 contains 10313 members 
Mstep: Class 3 contains 230409 members 
Mstep: Class 4 contains 12662 members 
Mstep: Class 5 contains 30623 members 
Mstep: Class 6 contains 310685 members 
Mstep: Class 7 contains 97731 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32934 members 
Mstep: Class 10 contains 7552 members 
Mstep: Class 11 contains 225517 members 
Mstep: Class 12 contains 65373 members 
Mstep: Class 13 contains 20984 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 221182 members 
Mstep: Class 16 contains 7877 members 
Mstep: Class 17 contains 8903 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5256 members 
Mstep: Class 20 contains 4973 members 
Mstep: Class 21 contains 6910 members 
Mstep: Class 22 contains 102814 members 
Mstep: Class 23 contains 5351 members 
Mstep: Class 24 contains 14139 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 18355 members 
Mstep: Class 27 contains 11498 members 
Mstep: Class 28 contains 9563 members 
Mstep: Class 29 contains 10228 members 
Mstep: Class 30 contains 25661 members 
Mstep: Class 31 contains 8850 members 
Mstep: Class 32 contains 4093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694656.000000 Penalty: 113719.265625
Iteration 154Q: 33 clusters Score -1.576947e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134885 members 
Mstep: Class 2 contains 10313 members 
Mstep: Class 3 contains 230410 members 
Mstep: Class 4 contains 12662 members 
Mstep: Class 5 contains 30620 members 
Mstep: Class 6 contains 310681 members 
Mstep: Class 7 contains 97734 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32885 members 
Mstep: Class 10 contains 7552 members 
Mstep: Class 11 contains 225518 members 
Mstep: Class 12 contains 65372 members 
Mstep: Class 13 contains 20996 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 221185 members 
Mstep: Class 16 contains 7892 members 
Mstep: Class 17 contains 8906 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5259 members 
Mstep: Class 20 contains 4973 members 
Mstep: Class 21 contains 6918 members 
Mstep: Class 22 contains 102814 members 
Mstep: Class 23 contains 5352 members 
Mstep: Class 24 contains 14139 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 18355 members 
Mstep: Class 27 contains 11490 members 
Mstep: Class 28 contains 9566 members 
Mstep: Class 29 contains 10229 members 
Mstep: Class 30 contains 25664 members 
Mstep: Class 31 contains 8840 members 
Mstep: Class 32 contains 4115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694672.000000 Penalty: 113719.265625
Iteration 155Q: 33 clusters Score -1.576947e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134886 members 
Mstep: Class 2 contains 10314 members 
Mstep: Class 3 contains 230411 members 
Mstep: Class 4 contains 12662 members 
Mstep: Class 5 contains 30613 members 
Mstep: Class 6 contains 310672 members 
Mstep: Class 7 contains 97729 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32837 members 
Mstep: Class 10 contains 7552 members 
Mstep: Class 11 contains 225518 members 
Mstep: Class 12 contains 65372 members 
Mstep: Class 13 contains 21017 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221188 members 
Mstep: Class 16 contains 7910 members 
Mstep: Class 17 contains 8907 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5260 members 
Mstep: Class 20 contains 4973 members 
Mstep: Class 21 contains 6930 members 
Mstep: Class 22 contains 102814 members 
Mstep: Class 23 contains 5352 members 
Mstep: Class 24 contains 14139 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 18355 members 
Mstep: Class 27 contains 11485 members 
Mstep: Class 28 contains 9571 members 
Mstep: Class 29 contains 10224 members 
Mstep: Class 30 contains 25663 members 
Mstep: Class 31 contains 8834 members 
Mstep: Class 32 contains 4136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694672.000000 Penalty: 113719.265625
Iteration 156Q: 33 clusters Score -1.576947e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134890 members 
Mstep: Class 2 contains 10314 members 
Mstep: Class 3 contains 230412 members 
Mstep: Class 4 contains 12662 members 
Mstep: Class 5 contains 30606 members 
Mstep: Class 6 contains 310666 members 
Mstep: Class 7 contains 97725 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32792 members 
Mstep: Class 10 contains 7552 members 
Mstep: Class 11 contains 225517 members 
Mstep: Class 12 contains 65373 members 
Mstep: Class 13 contains 21032 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221194 members 
Mstep: Class 16 contains 7922 members 
Mstep: Class 17 contains 8909 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5262 members 
Mstep: Class 20 contains 4973 members 
Mstep: Class 21 contains 6940 members 
Mstep: Class 22 contains 102813 members 
Mstep: Class 23 contains 5351 members 
Mstep: Class 24 contains 14140 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 18354 members 
Mstep: Class 27 contains 11478 members 
Mstep: Class 28 contains 9573 members 
Mstep: Class 29 contains 10222 members 
Mstep: Class 30 contains 25664 members 
Mstep: Class 31 contains 8834 members 
Mstep: Class 32 contains 4156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694736.000000 Penalty: 113719.265625
Iteration 157Q: 33 clusters Score -1.576947e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134890 members 
Mstep: Class 2 contains 10314 members 
Mstep: Class 3 contains 230412 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 30607 members 
Mstep: Class 6 contains 310665 members 
Mstep: Class 7 contains 97719 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32737 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 225518 members 
Mstep: Class 12 contains 65373 members 
Mstep: Class 13 contains 21049 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221201 members 
Mstep: Class 16 contains 7931 members 
Mstep: Class 17 contains 8910 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5266 members 
Mstep: Class 20 contains 4973 members 
Mstep: Class 21 contains 6951 members 
Mstep: Class 22 contains 102813 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 14140 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 18353 members 
Mstep: Class 27 contains 11473 members 
Mstep: Class 28 contains 9578 members 
Mstep: Class 29 contains 10217 members 
Mstep: Class 30 contains 25664 members 
Mstep: Class 31 contains 8828 members 
Mstep: Class 32 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694720.000000 Penalty: 113719.265625
Iteration 158Q: 33 clusters Score -1.576947e+08 nChanged 158
Entering ConstructFrom: 
Score: -157694720.000000 Penalty: 113719.265625
Entering ConstructFrom: 
Trying to split cluster 1 (134890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134890 members 
Entering Unmasked Estep 
Score: -13070585.000000 Penalty: 2929.429199
	Iteration 0F: 2 clusters Score -1.307058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67766 members 
Mstep: Class 2 contains 67124 members 
Entering Unmasked Estep 
Score: -12979894.000000 Penalty: 5858.858398
	Iteration 0F: 3 clusters Score -1.297989e+07 nChanged 64307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72887 members 
Mstep: Class 2 contains 62003 members 
Entering Unmasked Estep 
Score: -13017250.000000 Penalty: 5858.858398
	Iteration 1F: 3 clusters Score -1.301725e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75870 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -13018619.000000 Penalty: 5858.858398
	Iteration 2Q: 3 clusters Score -1.301862e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80413 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -13020797.000000 Penalty: 5858.858398
	Iteration 3Q: 3 clusters Score -1.30208e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -13024877.000000 Penalty: 5858.858398
	Iteration 4F: 3 clusters Score -1.302488e+07 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96286 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -13031485.000000 Penalty: 5858.858398
	Iteration 5F: 3 clusters Score -1.303148e+07 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107554 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -13041169.000000 Penalty: 5858.858398
	Iteration 6F: 3 clusters Score -1.304117e+07 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119146 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -13052633.000000 Penalty: 5858.858398
	Iteration 7F: 3 clusters Score -1.305263e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127869 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -13061293.000000 Penalty: 5858.858398
	Iteration 8F: 3 clusters Score -1.306129e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132369 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -13065739.000000 Penalty: 5858.858398
	Iteration 9Q: 3 clusters Score -1.306574e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133970 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -13067185.000000 Penalty: 5858.858398
	Iteration 10Q: 3 clusters Score -1.306718e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134421 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -13067597.000000 Penalty: 5858.858398
	Iteration 11Q: 3 clusters Score -1.30676e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134543 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -13067776.000000 Penalty: 5858.858398
	Iteration 12Q: 3 clusters Score -1.306778e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134580 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -13067847.000000 Penalty: 5858.858398
	Iteration 13Q: 3 clusters Score -1.306785e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134599 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -13067896.000000 Penalty: 5858.858398
	Iteration 14Q: 3 clusters Score -1.30679e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134607 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -13067923.000000 Penalty: 5858.858398
	Iteration 15Q: 3 clusters Score -1.306792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134613 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -13067939.000000 Penalty: 5858.858398
	Iteration 16Q: 3 clusters Score -1.306794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134623 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -13067958.000000 Penalty: 5858.858398
	Iteration 17Q: 3 clusters Score -1.306796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134633 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -13067972.000000 Penalty: 5858.858398
	Iteration 18Q: 3 clusters Score -1.306797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134636 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -13067975.000000 Penalty: 5858.858398
	Iteration 19Q: 3 clusters Score -1.306798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134637 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -13067983.000000 Penalty: 5858.858398
	Iteration 20F: 3 clusters Score -1.306798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134637 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -13067986.000000 Penalty: 5858.858398
	Iteration 21Q: 3 clusters Score -1.306799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134639 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13067984.000000 Penalty: 5858.858398
	Iteration 22Q: 3 clusters Score -1.306798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134640 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13067981.000000 Penalty: 5858.858398
	Iteration 23Q: 3 clusters Score -1.306798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134640 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13067993.000000 Penalty: 5858.858398
	Iteration 24Q: 3 clusters Score -1.306799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134639 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13067990.000000 Penalty: 5858.858398
	Iteration 25Q: 3 clusters Score -1.306799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134638 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -13067991.000000 Penalty: 5858.858398
	Iteration 26Q: 3 clusters Score -1.306799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134638 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -13067991.000000 Penalty: 5858.858398
	Iteration 27F: 3 clusters Score -1.306799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Entering Unmasked Estep 
Score: -1017022.875000 Penalty: 2291.831787
	Iteration 0F: 2 clusters Score -1017023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1009049.500000 Penalty: 4583.663574
	Iteration 0F: 3 clusters Score -1009050 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1011300.187500 Penalty: 4583.663574
	Iteration 1F: 3 clusters Score -1011300 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1011551.437500 Penalty: 4583.663574
	Iteration 2F: 3 clusters Score -1011551 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1011712.562500 Penalty: 4583.663574
	Iteration 3Q: 3 clusters Score -1011713 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1011828.562500 Penalty: 4583.663574
	Iteration 4Q: 3 clusters Score -1011829 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1011933.500000 Penalty: 4583.663574
	Iteration 5Q: 3 clusters Score -1011934 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1012029.437500 Penalty: 4583.663574
	Iteration 6Q: 3 clusters Score -1012029 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1012115.687500 Penalty: 4583.663574
	Iteration 7Q: 3 clusters Score -1012116 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1012200.500000 Penalty: 4583.663574
	Iteration 8Q: 3 clusters Score -1012200 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1012291.000000 Penalty: 4583.663574
	Iteration 9Q: 3 clusters Score -1012291 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1012398.562500 Penalty: 4583.663574
	Iteration 10Q: 3 clusters Score -1012399 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1012516.125000 Penalty: 4583.663574
	Iteration 11Q: 3 clusters Score -1012516 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1012669.125000 Penalty: 4583.663574
	Iteration 12Q: 3 clusters Score -1012669 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1012871.000000 Penalty: 4583.663574
	Iteration 13Q: 3 clusters Score -1012871 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1013140.562500 Penalty: 4583.663574
	Iteration 14Q: 3 clusters Score -1013141 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1013451.625000 Penalty: 4583.663574
	Iteration 15Q: 3 clusters Score -1013452 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1013762.437500 Penalty: 4583.663574
	Iteration 16Q: 3 clusters Score -1013762 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1014068.937500 Penalty: 4583.663574
	Iteration 17Q: 3 clusters Score -1014069 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1014324.687500 Penalty: 4583.663574
	Iteration 18Q: 3 clusters Score -1014325 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1014527.562500 Penalty: 4583.663574
	Iteration 19Q: 3 clusters Score -1014528 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1014687.375000 Penalty: 4583.663574
	Iteration 20F: 3 clusters Score -1014687 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1014794.312500 Penalty: 4583.663574
	Iteration 21Q: 3 clusters Score -1014794 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1014859.937500 Penalty: 4583.663574
	Iteration 22Q: 3 clusters Score -1014860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1014905.250000 Penalty: 4583.663574
	Iteration 23Q: 3 clusters Score -1014905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1014935.937500 Penalty: 4583.663574
	Iteration 24Q: 3 clusters Score -1014936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1014954.875000 Penalty: 4583.663574
	Iteration 25Q: 3 clusters Score -1014955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1014979.500000 Penalty: 4583.663574
	Iteration 26Q: 3 clusters Score -1014980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1014994.562500 Penalty: 4583.663574
	Iteration 27Q: 3 clusters Score -1014995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1015009.187500 Penalty: 4583.663574
	Iteration 28Q: 3 clusters Score -1015009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1015021.000000 Penalty: 4583.663574
	Iteration 29Q: 3 clusters Score -1015021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1015024.875000 Penalty: 4583.663574
	Iteration 30Q: 3 clusters Score -1015025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1015028.312500 Penalty: 4583.663574
	Iteration 31Q: 3 clusters Score -1015028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1015028.500000 Penalty: 4583.663574
	Iteration 32Q: 3 clusters Score -1015028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1015032.437500 Penalty: 4583.663574
	Iteration 33Q: 3 clusters Score -1015032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1015034.187500 Penalty: 4583.663574
	Iteration 34Q: 3 clusters Score -1015034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1015035.437500 Penalty: 4583.663574
	Iteration 35Q: 3 clusters Score -1015035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1015040.437500 Penalty: 4583.663574
	Iteration 36Q: 3 clusters Score -1015040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1015045.687500 Penalty: 4583.663574
	Iteration 37Q: 3 clusters Score -1015046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1015053.375000 Penalty: 4583.663574
	Iteration 38Q: 3 clusters Score -1015053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1015058.437500 Penalty: 4583.663574
	Iteration 39Q: 3 clusters Score -1015058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1015062.875000 Penalty: 4583.663574
	Iteration 40F: 3 clusters Score -1015063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1015065.000000 Penalty: 4583.663574
	Iteration 41Q: 3 clusters Score -1015065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1015071.687500 Penalty: 4583.663574
	Iteration 42Q: 3 clusters Score -1015072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1015072.875000 Penalty: 4583.663574
	Iteration 43Q: 3 clusters Score -1015073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1015074.875000 Penalty: 4583.663574
	Iteration 44Q: 3 clusters Score -1015075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1015079.750000 Penalty: 4583.663574
	Iteration 45Q: 3 clusters Score -1015080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1015086.250000 Penalty: 4583.663574
	Iteration 46Q: 3 clusters Score -1015086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1015087.500000 Penalty: 4583.663574
	Iteration 47Q: 3 clusters Score -1015088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1015089.437500 Penalty: 4583.663574
	Iteration 48Q: 3 clusters Score -1015089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1015093.250000 Penalty: 4583.663574
	Iteration 49Q: 3 clusters Score -1015093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1015094.375000 Penalty: 4583.663574
	Iteration 50Q: 3 clusters Score -1015094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1015095.687500 Penalty: 4583.663574
	Iteration 51Q: 3 clusters Score -1015096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1015095.687500 Penalty: 4583.663574
	Iteration 52F: 3 clusters Score -1015096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (230412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230412 members 
Entering Unmasked Estep 
Score: -22663478.000000 Penalty: 3062.210693
	Iteration 0F: 2 clusters Score -2.266348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115071 members 
Mstep: Class 2 contains 115341 members 
Entering Unmasked Estep 
Score: -22509186.000000 Penalty: 6124.421387
	Iteration 0F: 3 clusters Score -2.250919e+07 nChanged 111306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111959 members 
Mstep: Class 2 contains 118453 members 
Entering Unmasked Estep 
Score: -22574038.000000 Penalty: 6124.421387
	Iteration 1F: 3 clusters Score -2.257404e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109166 members 
Mstep: Class 2 contains 121246 members 
Entering Unmasked Estep 
Score: -22575720.000000 Penalty: 6124.421387
	Iteration 2Q: 3 clusters Score -2.257572e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104562 members 
Mstep: Class 2 contains 125850 members 
Entering Unmasked Estep 
Score: -22578058.000000 Penalty: 6124.421387
	Iteration 3Q: 3 clusters Score -2.257806e+07 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97273 members 
Mstep: Class 2 contains 133139 members 
Entering Unmasked Estep 
Score: -22582206.000000 Penalty: 6124.421387
	Iteration 4Q: 3 clusters Score -2.258221e+07 nChanged 13939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 144034 members 
Entering Unmasked Estep 
Score: -22590032.000000 Penalty: 6124.421387
	Iteration 5F: 3 clusters Score -2.259003e+07 nChanged 17438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 158726 members 
Entering Unmasked Estep 
Score: -22602054.000000 Penalty: 6124.421387
	Iteration 6F: 3 clusters Score -2.260205e+07 nChanged 19068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 175508 members 
Entering Unmasked Estep 
Score: -22616604.000000 Penalty: 6124.421387
	Iteration 7F: 3 clusters Score -2.26166e+07 nChanged 17259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 191329 members 
Entering Unmasked Estep 
Score: -22629718.000000 Penalty: 6124.421387
	Iteration 8F: 3 clusters Score -2.262972e+07 nChanged 13120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 203853 members 
Entering Unmasked Estep 
Score: -22639876.000000 Penalty: 6124.421387
	Iteration 9F: 3 clusters Score -2.263988e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 213119 members 
Entering Unmasked Estep 
Score: -22647012.000000 Penalty: 6124.421387
	Iteration 10Q: 3 clusters Score -2.264701e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 219945 members 
Entering Unmasked Estep 
Score: -22652834.000000 Penalty: 6124.421387
	Iteration 11Q: 3 clusters Score -2.265283e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 224459 members 
Entering Unmasked Estep 
Score: -22656712.000000 Penalty: 6124.421387
	Iteration 12Q: 3 clusters Score -2.265671e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 227045 members 
Entering Unmasked Estep 
Score: -22658882.000000 Penalty: 6124.421387
	Iteration 13Q: 3 clusters Score -2.265888e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 228346 members 
Entering Unmasked Estep 
Score: -22660000.000000 Penalty: 6124.421387
	Iteration 14Q: 3 clusters Score -2.266e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 228918 members 
Entering Unmasked Estep 
Score: -22660444.000000 Penalty: 6124.421387
	Iteration 15Q: 3 clusters Score -2.266044e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 229200 members 
Entering Unmasked Estep 
Score: -22660658.000000 Penalty: 6124.421387
	Iteration 16Q: 3 clusters Score -2.266066e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 229350 members 
Entering Unmasked Estep 
Score: -22660798.000000 Penalty: 6124.421387
	Iteration 17Q: 3 clusters Score -2.26608e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 229418 members 
Entering Unmasked Estep 
Score: -22660856.000000 Penalty: 6124.421387
	Iteration 18Q: 3 clusters Score -2.266086e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 229462 members 
Entering Unmasked Estep 
Score: -22660900.000000 Penalty: 6124.421387
	Iteration 19Q: 3 clusters Score -2.26609e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 229502 members 
Entering Unmasked Estep 
Score: -22660904.000000 Penalty: 6124.421387
	Iteration 20F: 3 clusters Score -2.26609e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 229528 members 
Entering Unmasked Estep 
Score: -22660906.000000 Penalty: 6124.421387
	Iteration 21Q: 3 clusters Score -2.266091e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 229546 members 
Entering Unmasked Estep 
Score: -22660926.000000 Penalty: 6124.421387
	Iteration 22Q: 3 clusters Score -2.266093e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 229561 members 
Entering Unmasked Estep 
Score: -22660922.000000 Penalty: 6124.421387
	Iteration 23Q: 3 clusters Score -2.266092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 229574 members 
Entering Unmasked Estep 
Score: -22660938.000000 Penalty: 6124.421387
	Iteration 24Q: 3 clusters Score -2.266094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 229585 members 
Entering Unmasked Estep 
Score: -22660944.000000 Penalty: 6124.421387
	Iteration 25Q: 3 clusters Score -2.266094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 229592 members 
Entering Unmasked Estep 
Score: -22660946.000000 Penalty: 6124.421387
	Iteration 26Q: 3 clusters Score -2.266095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 229601 members 
Entering Unmasked Estep 
Score: -22660952.000000 Penalty: 6124.421387
	Iteration 27Q: 3 clusters Score -2.266095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 229604 members 
Entering Unmasked Estep 
Score: -22660942.000000 Penalty: 6124.421387
	Iteration 28Q: 3 clusters Score -2.266094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 229605 members 
Entering Unmasked Estep 
Score: -22660956.000000 Penalty: 6124.421387
	Iteration 29Q: 3 clusters Score -2.266096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 229606 members 
Entering Unmasked Estep 
Score: -22660954.000000 Penalty: 6124.421387
	Iteration 30Q: 3 clusters Score -2.266095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 229607 members 
Entering Unmasked Estep 
Score: -22660952.000000 Penalty: 6124.421387
	Iteration 31Q: 3 clusters Score -2.266095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 229609 members 
Entering Unmasked Estep 
Score: -22660958.000000 Penalty: 6124.421387
	Iteration 32Q: 3 clusters Score -2.266096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 229611 members 
Entering Unmasked Estep 
Score: -22660956.000000 Penalty: 6124.421387
	Iteration 33Q: 3 clusters Score -2.266096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 229608 members 
Entering Unmasked Estep 
Score: -22660952.000000 Penalty: 6124.421387
	Iteration 34Q: 3 clusters Score -2.266095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 229607 members 
Entering Unmasked Estep 
Score: -22660948.000000 Penalty: 6124.421387
	Iteration 35Q: 3 clusters Score -2.266095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 229604 members 
Entering Unmasked Estep 
Score: -22660954.000000 Penalty: 6124.421387
	Iteration 36Q: 3 clusters Score -2.266095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 229607 members 
Entering Unmasked Estep 
Score: -22660940.000000 Penalty: 6124.421387
	Iteration 37Q: 3 clusters Score -2.266094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 229607 members 
Entering Unmasked Estep 
Score: -22660940.000000 Penalty: 6124.421387
	Iteration 38F: 3 clusters Score -2.266094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Entering Unmasked Estep 
Score: -1195485.625000 Penalty: 2342.677734
	Iteration 0F: 2 clusters Score -1195486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1186214.125000 Penalty: 4685.355469
	Iteration 0F: 3 clusters Score -1186214 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1189398.500000 Penalty: 4685.355469
	Iteration 1F: 3 clusters Score -1189398 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1190117.375000 Penalty: 4685.355469
	Iteration 2F: 3 clusters Score -1190117 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1190810.250000 Penalty: 4685.355469
	Iteration 3F: 3 clusters Score -1190810 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1191504.250000 Penalty: 4685.355469
	Iteration 4F: 3 clusters Score -1191504 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1192175.375000 Penalty: 4685.355469
	Iteration 5F: 3 clusters Score -1192175 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1192766.125000 Penalty: 4685.355469
	Iteration 6F: 3 clusters Score -1192766 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1193210.000000 Penalty: 4685.355469
	Iteration 7F: 3 clusters Score -1193210 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1193555.750000 Penalty: 4685.355469
	Iteration 8Q: 3 clusters Score -1193556 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1193792.750000 Penalty: 4685.355469
	Iteration 9Q: 3 clusters Score -1193793 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1193965.375000 Penalty: 4685.355469
	Iteration 10Q: 3 clusters Score -1193965 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1194102.500000 Penalty: 4685.355469
	Iteration 11Q: 3 clusters Score -1194102 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1194203.875000 Penalty: 4685.355469
	Iteration 12Q: 3 clusters Score -1194204 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1194300.750000 Penalty: 4685.355469
	Iteration 13Q: 3 clusters Score -1194301 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1194375.500000 Penalty: 4685.355469
	Iteration 14Q: 3 clusters Score -1194376 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1194442.750000 Penalty: 4685.355469
	Iteration 15Q: 3 clusters Score -1194443 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1194492.375000 Penalty: 4685.355469
	Iteration 16Q: 3 clusters Score -1194492 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1194534.250000 Penalty: 4685.355469
	Iteration 17Q: 3 clusters Score -1194534 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1194574.000000 Penalty: 4685.355469
	Iteration 18Q: 3 clusters Score -1194574 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1194612.875000 Penalty: 4685.355469
	Iteration 19Q: 3 clusters Score -1194613 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1194639.875000 Penalty: 4685.355469
	Iteration 20F: 3 clusters Score -1194640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1194666.500000 Penalty: 4685.355469
	Iteration 21Q: 3 clusters Score -1194666 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1194687.125000 Penalty: 4685.355469
	Iteration 22Q: 3 clusters Score -1194687 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1194699.750000 Penalty: 4685.355469
	Iteration 23Q: 3 clusters Score -1194700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1194708.500000 Penalty: 4685.355469
	Iteration 24Q: 3 clusters Score -1194708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1194725.000000 Penalty: 4685.355469
	Iteration 25Q: 3 clusters Score -1194725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1194733.750000 Penalty: 4685.355469
	Iteration 26Q: 3 clusters Score -1194734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1194743.250000 Penalty: 4685.355469
	Iteration 27Q: 3 clusters Score -1194743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1194754.625000 Penalty: 4685.355469
	Iteration 28Q: 3 clusters Score -1194755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1194761.500000 Penalty: 4685.355469
	Iteration 29Q: 3 clusters Score -1194762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1194764.875000 Penalty: 4685.355469
	Iteration 30Q: 3 clusters Score -1194765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1194769.000000 Penalty: 4685.355469
	Iteration 31Q: 3 clusters Score -1194769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1194772.500000 Penalty: 4685.355469
	Iteration 32Q: 3 clusters Score -1194772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1194777.000000 Penalty: 4685.355469
	Iteration 33Q: 3 clusters Score -1194777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1194776.875000 Penalty: 4685.355469
	Iteration 34Q: 3 clusters Score -1194777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1194779.000000 Penalty: 4685.355469
	Iteration 35Q: 3 clusters Score -1194779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1194780.125000 Penalty: 4685.355469
	Iteration 36Q: 3 clusters Score -1194780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1194781.375000 Penalty: 4685.355469
	Iteration 37Q: 3 clusters Score -1194781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1194785.625000 Penalty: 4685.355469
	Iteration 38Q: 3 clusters Score -1194786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1194787.500000 Penalty: 4685.355469
	Iteration 39Q: 3 clusters Score -1194788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1194790.625000 Penalty: 4685.355469
	Iteration 40F: 3 clusters Score -1194791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1194794.375000 Penalty: 4685.355469
	Iteration 41Q: 3 clusters Score -1194794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1194802.125000 Penalty: 4685.355469
	Iteration 42Q: 3 clusters Score -1194802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1194805.000000 Penalty: 4685.355469
	Iteration 43Q: 3 clusters Score -1194805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1194808.750000 Penalty: 4685.355469
	Iteration 44Q: 3 clusters Score -1194809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1194814.125000 Penalty: 4685.355469
	Iteration 45Q: 3 clusters Score -1194814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1194818.750000 Penalty: 4685.355469
	Iteration 46Q: 3 clusters Score -1194819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1194817.500000 Penalty: 4685.355469
	Iteration 47Q: 3 clusters Score -1194818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1194823.375000 Penalty: 4685.355469
	Iteration 48Q: 3 clusters Score -1194823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1194827.250000 Penalty: 4685.355469
	Iteration 49Q: 3 clusters Score -1194827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1194829.500000 Penalty: 4685.355469
	Iteration 50Q: 3 clusters Score -1194830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1194830.500000 Penalty: 4685.355469
	Iteration 51Q: 3 clusters Score -1194830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1194833.500000 Penalty: 4685.355469
	Iteration 52Q: 3 clusters Score -1194834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1194835.250000 Penalty: 4685.355469
	Iteration 53Q: 3 clusters Score -1194835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1194833.250000 Penalty: 4685.355469
	Iteration 54Q: 3 clusters Score -1194833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1194834.625000 Penalty: 4685.355469
	Iteration 55Q: 3 clusters Score -1194835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1194836.500000 Penalty: 4685.355469
	Iteration 56Q: 3 clusters Score -1194836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1194839.250000 Penalty: 4685.355469
	Iteration 57Q: 3 clusters Score -1194839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1194841.250000 Penalty: 4685.355469
	Iteration 58Q: 3 clusters Score -1194841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1194841.875000 Penalty: 4685.355469
	Iteration 59Q: 3 clusters Score -1194842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1194842.125000 Penalty: 4685.355469
	Iteration 60F: 3 clusters Score -1194842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1194841.750000 Penalty: 4685.355469
	Iteration 61Q: 3 clusters Score -1194842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1194841.250000 Penalty: 4685.355469
	Iteration 62Q: 3 clusters Score -1194841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1194841.250000 Penalty: 4685.355469
	Iteration 63F: 3 clusters Score -1194841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Entering Unmasked Estep 
Score: -2727445.500000 Penalty: 2561.571777
	Iteration 0F: 2 clusters Score -2727446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2706587.500000 Penalty: 5123.143555
	Iteration 0F: 3 clusters Score -2706588 nChanged 13741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2714672.750000 Penalty: 5123.143555
	Iteration 1F: 3 clusters Score -2714673 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2715789.750000 Penalty: 5123.143555
	Iteration 2F: 3 clusters Score -2715790 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2717292.000000 Penalty: 5123.143555
	Iteration 3F: 3 clusters Score -2717292 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -2719148.750000 Penalty: 5123.143555
	Iteration 4F: 3 clusters Score -2719149 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2721256.250000 Penalty: 5123.143555
	Iteration 5F: 3 clusters Score -2721256 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -2723077.000000 Penalty: 5123.143555
	Iteration 6F: 3 clusters Score -2723077 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -2724416.250000 Penalty: 5123.143555
	Iteration 7Q: 3 clusters Score -2724416 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -2725248.750000 Penalty: 5123.143555
	Iteration 8Q: 3 clusters Score -2725249 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -2725735.000000 Penalty: 5123.143555
	Iteration 9Q: 3 clusters Score -2725735 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -2726038.250000 Penalty: 5123.143555
	Iteration 10Q: 3 clusters Score -2726038 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -2726269.250000 Penalty: 5123.143555
	Iteration 11Q: 3 clusters Score -2726269 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -2726410.500000 Penalty: 5123.143555
	Iteration 12Q: 3 clusters Score -2726410 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -2726501.250000 Penalty: 5123.143555
	Iteration 13Q: 3 clusters Score -2726501 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -2726568.000000 Penalty: 5123.143555
	Iteration 14Q: 3 clusters Score -2726568 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -2726607.250000 Penalty: 5123.143555
	Iteration 15Q: 3 clusters Score -2726607 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -2726640.000000 Penalty: 5123.143555
	Iteration 16Q: 3 clusters Score -2726640 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -2726662.000000 Penalty: 5123.143555
	Iteration 17Q: 3 clusters Score -2726662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -2726686.750000 Penalty: 5123.143555
	Iteration 18Q: 3 clusters Score -2726687 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -2726693.500000 Penalty: 5123.143555
	Iteration 19Q: 3 clusters Score -2726694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -2726697.250000 Penalty: 5123.143555
	Iteration 20F: 3 clusters Score -2726697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -2726709.250000 Penalty: 5123.143555
	Iteration 21Q: 3 clusters Score -2726709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -2726712.500000 Penalty: 5123.143555
	Iteration 22Q: 3 clusters Score -2726712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -2726721.500000 Penalty: 5123.143555
	Iteration 23Q: 3 clusters Score -2726722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -2726729.250000 Penalty: 5123.143555
	Iteration 24Q: 3 clusters Score -2726729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -2726730.250000 Penalty: 5123.143555
	Iteration 25Q: 3 clusters Score -2726730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -2726732.500000 Penalty: 5123.143555
	Iteration 26Q: 3 clusters Score -2726732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -2726731.500000 Penalty: 5123.143555
	Iteration 27Q: 3 clusters Score -2726732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -2726729.000000 Penalty: 5123.143555
	Iteration 28Q: 3 clusters Score -2726729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -2726730.500000 Penalty: 5123.143555
	Iteration 29Q: 3 clusters Score -2726730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -2726735.000000 Penalty: 5123.143555
	Iteration 30Q: 3 clusters Score -2726735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -2726734.750000 Penalty: 5123.143555
	Iteration 31Q: 3 clusters Score -2726735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -2726733.750000 Penalty: 5123.143555
	Iteration 32Q: 3 clusters Score -2726734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -2726735.750000 Penalty: 5123.143555
	Iteration 33Q: 3 clusters Score -2726736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -2726737.000000 Penalty: 5123.143555
	Iteration 34Q: 3 clusters Score -2726737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -2726737.500000 Penalty: 5123.143555
	Iteration 35Q: 3 clusters Score -2726738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -2726735.750000 Penalty: 5123.143555
	Iteration 36Q: 3 clusters Score -2726736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -2726737.000000 Penalty: 5123.143555
	Iteration 37Q: 3 clusters Score -2726737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -2726736.500000 Penalty: 5123.143555
	Iteration 38Q: 3 clusters Score -2726736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -2726737.500000 Penalty: 5123.143555
	Iteration 39Q: 3 clusters Score -2726738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -2726738.500000 Penalty: 5123.143555
	Iteration 40F: 3 clusters Score -2726738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -2726737.000000 Penalty: 5123.143555
	Iteration 41Q: 3 clusters Score -2726737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -2726737.750000 Penalty: 5123.143555
	Iteration 42Q: 3 clusters Score -2726738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -2726738.250000 Penalty: 5123.143555
	Iteration 43Q: 3 clusters Score -2726738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -2726738.250000 Penalty: 5123.143555
	Iteration 44F: 3 clusters Score -2726738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (310664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310664 members 
Entering Unmasked Estep 
Score: -30404586.000000 Penalty: 3136.323975
	Iteration 0F: 2 clusters Score -3.040459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155615 members 
Mstep: Class 2 contains 155049 members 
Entering Unmasked Estep 
Score: -30207158.000000 Penalty: 6272.647949
	Iteration 0F: 3 clusters Score -3.020716e+07 nChanged 150232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162339 members 
Mstep: Class 2 contains 148325 members 
Entering Unmasked Estep 
Score: -30295834.000000 Penalty: 6272.647949
	Iteration 1F: 3 clusters Score -3.029583e+07 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167264 members 
Mstep: Class 2 contains 143400 members 
Entering Unmasked Estep 
Score: -30298162.000000 Penalty: 6272.647949
	Iteration 2Q: 3 clusters Score -3.029816e+07 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175158 members 
Mstep: Class 2 contains 135506 members 
Entering Unmasked Estep 
Score: -30301966.000000 Penalty: 6272.647949
	Iteration 3Q: 3 clusters Score -3.030197e+07 nChanged 16024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187568 members 
Mstep: Class 2 contains 123096 members 
Entering Unmasked Estep 
Score: -30308920.000000 Penalty: 6272.647949
	Iteration 4F: 3 clusters Score -3.030892e+07 nChanged 21132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205692 members 
Mstep: Class 2 contains 104972 members 
Entering Unmasked Estep 
Score: -30320368.000000 Penalty: 6272.647949
	Iteration 5F: 3 clusters Score -3.032037e+07 nChanged 25601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228743 members 
Mstep: Class 2 contains 81921 members 
Entering Unmasked Estep 
Score: -30337004.000000 Penalty: 6272.647949
	Iteration 6F: 3 clusters Score -3.0337e+07 nChanged 25499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252566 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
Score: -30355916.000000 Penalty: 6272.647949
	Iteration 7F: 3 clusters Score -3.035592e+07 nChanged 20742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272608 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -30372178.000000 Penalty: 6272.647949
	Iteration 8F: 3 clusters Score -3.037218e+07 nChanged 14571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287013 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -30384326.000000 Penalty: 6272.647949
	Iteration 9Q: 3 clusters Score -3.038433e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296295 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -30392186.000000 Penalty: 6272.647949
	Iteration 10Q: 3 clusters Score -3.039219e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301855 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -30396930.000000 Penalty: 6272.647949
	Iteration 11Q: 3 clusters Score -3.039693e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304907 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -30399384.000000 Penalty: 6272.647949
	Iteration 12Q: 3 clusters Score -3.039938e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306579 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -30400538.000000 Penalty: 6272.647949
	Iteration 13Q: 3 clusters Score -3.040054e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307510 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -30401208.000000 Penalty: 6272.647949
	Iteration 14Q: 3 clusters Score -3.040121e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308027 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -30401632.000000 Penalty: 6272.647949
	Iteration 15Q: 3 clusters Score -3.040163e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308362 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -30401922.000000 Penalty: 6272.647949
	Iteration 16Q: 3 clusters Score -3.040192e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308569 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -30402226.000000 Penalty: 6272.647949
	Iteration 17Q: 3 clusters Score -3.040223e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308697 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -30402378.000000 Penalty: 6272.647949
	Iteration 18Q: 3 clusters Score -3.040238e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308768 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -30402494.000000 Penalty: 6272.647949
	Iteration 19Q: 3 clusters Score -3.040249e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308814 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -30402558.000000 Penalty: 6272.647949
	Iteration 20F: 3 clusters Score -3.040256e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308849 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -30402632.000000 Penalty: 6272.647949
	Iteration 21Q: 3 clusters Score -3.040263e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308865 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -30402660.000000 Penalty: 6272.647949
	Iteration 22Q: 3 clusters Score -3.040266e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308870 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -30402694.000000 Penalty: 6272.647949
	Iteration 23Q: 3 clusters Score -3.040269e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308870 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -30402704.000000 Penalty: 6272.647949
	Iteration 24Q: 3 clusters Score -3.04027e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308872 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -30402732.000000 Penalty: 6272.647949
	Iteration 25Q: 3 clusters Score -3.040273e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308862 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -30402746.000000 Penalty: 6272.647949
	Iteration 26Q: 3 clusters Score -3.040275e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308855 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -30402782.000000 Penalty: 6272.647949
	Iteration 27Q: 3 clusters Score -3.040278e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308853 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -30402808.000000 Penalty: 6272.647949
	Iteration 28Q: 3 clusters Score -3.040281e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308857 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -30402792.000000 Penalty: 6272.647949
	Iteration 29Q: 3 clusters Score -3.040279e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308860 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -30402816.000000 Penalty: 6272.647949
	Iteration 30Q: 3 clusters Score -3.040282e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308869 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -30402832.000000 Penalty: 6272.647949
	Iteration 31Q: 3 clusters Score -3.040283e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308870 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -30402818.000000 Penalty: 6272.647949
	Iteration 32Q: 3 clusters Score -3.040282e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308873 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -30402864.000000 Penalty: 6272.647949
	Iteration 33Q: 3 clusters Score -3.040286e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308871 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -30402856.000000 Penalty: 6272.647949
	Iteration 34Q: 3 clusters Score -3.040286e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308871 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -30402858.000000 Penalty: 6272.647949
	Iteration 35Q: 3 clusters Score -3.040286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308874 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -30402864.000000 Penalty: 6272.647949
	Iteration 36Q: 3 clusters Score -3.040286e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308879 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -30402866.000000 Penalty: 6272.647949
	Iteration 37Q: 3 clusters Score -3.040287e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308886 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -30402844.000000 Penalty: 6272.647949
	Iteration 38Q: 3 clusters Score -3.040284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308886 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -30402868.000000 Penalty: 6272.647949
	Iteration 39Q: 3 clusters Score -3.040287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308893 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -30402870.000000 Penalty: 6272.647949
	Iteration 40F: 3 clusters Score -3.040287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308895 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -30402884.000000 Penalty: 6272.647949
	Iteration 41Q: 3 clusters Score -3.040288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308901 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -30402878.000000 Penalty: 6272.647949
	Iteration 42Q: 3 clusters Score -3.040288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308909 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -30402886.000000 Penalty: 6272.647949
	Iteration 43Q: 3 clusters Score -3.040289e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308918 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -30402908.000000 Penalty: 6272.647949
	Iteration 44Q: 3 clusters Score -3.040291e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308925 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -30402912.000000 Penalty: 6272.647949
	Iteration 45Q: 3 clusters Score -3.040291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308933 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -30402884.000000 Penalty: 6272.647949
	Iteration 46Q: 3 clusters Score -3.040288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308935 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -30402884.000000 Penalty: 6272.647949
	Iteration 47Q: 3 clusters Score -3.040288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308939 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -30402904.000000 Penalty: 6272.647949
	Iteration 48Q: 3 clusters Score -3.04029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308940 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -30402890.000000 Penalty: 6272.647949
	Iteration 49Q: 3 clusters Score -3.040289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308942 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -30402896.000000 Penalty: 6272.647949
	Iteration 50Q: 3 clusters Score -3.04029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308944 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -30402896.000000 Penalty: 6272.647949
	Iteration 51Q: 3 clusters Score -3.04029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308942 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -30402884.000000 Penalty: 6272.647949
	Iteration 52Q: 3 clusters Score -3.040288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308940 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -30402914.000000 Penalty: 6272.647949
	Iteration 53Q: 3 clusters Score -3.040291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308940 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -30402906.000000 Penalty: 6272.647949
	Iteration 54Q: 3 clusters Score -3.040291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308939 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -30402894.000000 Penalty: 6272.647949
	Iteration 55Q: 3 clusters Score -3.040289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308936 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -30402916.000000 Penalty: 6272.647949
	Iteration 56Q: 3 clusters Score -3.040292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308938 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -30402918.000000 Penalty: 6272.647949
	Iteration 57Q: 3 clusters Score -3.040292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308938 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -30402924.000000 Penalty: 6272.647949
	Iteration 58Q: 3 clusters Score -3.040292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308929 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -30402922.000000 Penalty: 6272.647949
	Iteration 59Q: 3 clusters Score -3.040292e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308922 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -30402928.000000 Penalty: 6272.647949
	Iteration 60F: 3 clusters Score -3.040293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308920 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -30402922.000000 Penalty: 6272.647949
	Iteration 61Q: 3 clusters Score -3.040292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308916 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -30402942.000000 Penalty: 6272.647949
	Iteration 62Q: 3 clusters Score -3.040294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308915 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -30402960.000000 Penalty: 6272.647949
	Iteration 63Q: 3 clusters Score -3.040296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308916 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -30402948.000000 Penalty: 6272.647949
	Iteration 64Q: 3 clusters Score -3.040295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308918 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -30402954.000000 Penalty: 6272.647949
	Iteration 65Q: 3 clusters Score -3.040295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308911 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -30402964.000000 Penalty: 6272.647949
	Iteration 66Q: 3 clusters Score -3.040296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308908 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -30402932.000000 Penalty: 6272.647949
	Iteration 67Q: 3 clusters Score -3.040293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308912 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -30402946.000000 Penalty: 6272.647949
	Iteration 68Q: 3 clusters Score -3.040295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308914 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -30402944.000000 Penalty: 6272.647949
	Iteration 69Q: 3 clusters Score -3.040294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308916 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -30402958.000000 Penalty: 6272.647949
	Iteration 70Q: 3 clusters Score -3.040296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308916 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -30402962.000000 Penalty: 6272.647949
	Iteration 71Q: 3 clusters Score -3.040296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308917 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -30402982.000000 Penalty: 6272.647949
	Iteration 72Q: 3 clusters Score -3.040298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308918 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -30402964.000000 Penalty: 6272.647949
	Iteration 73Q: 3 clusters Score -3.040296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308920 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -30402978.000000 Penalty: 6272.647949
	Iteration 74Q: 3 clusters Score -3.040298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308923 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -30402980.000000 Penalty: 6272.647949
	Iteration 75Q: 3 clusters Score -3.040298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308924 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -30402982.000000 Penalty: 6272.647949
	Iteration 76Q: 3 clusters Score -3.040298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308926 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -30402990.000000 Penalty: 6272.647949
	Iteration 77Q: 3 clusters Score -3.040299e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308924 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -30403002.000000 Penalty: 6272.647949
	Iteration 78Q: 3 clusters Score -3.0403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308924 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -30403008.000000 Penalty: 6272.647949
	Iteration 79Q: 3 clusters Score -3.040301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308930 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -30403006.000000 Penalty: 6272.647949
	Iteration 80F: 3 clusters Score -3.040301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308931 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -30402990.000000 Penalty: 6272.647949
	Iteration 81Q: 3 clusters Score -3.040299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308933 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -30402992.000000 Penalty: 6272.647949
	Iteration 82Q: 3 clusters Score -3.040299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308934 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -30402974.000000 Penalty: 6272.647949
	Iteration 83Q: 3 clusters Score -3.040297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308935 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -30402982.000000 Penalty: 6272.647949
	Iteration 84Q: 3 clusters Score -3.040298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308945 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -30402990.000000 Penalty: 6272.647949
	Iteration 85Q: 3 clusters Score -3.040299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308953 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -30402960.000000 Penalty: 6272.647949
	Iteration 86Q: 3 clusters Score -3.040296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308960 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -30402980.000000 Penalty: 6272.647949
	Iteration 87Q: 3 clusters Score -3.040298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308963 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -30402988.000000 Penalty: 6272.647949
	Iteration 88Q: 3 clusters Score -3.040299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308965 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -30403002.000000 Penalty: 6272.647949
	Iteration 89Q: 3 clusters Score -3.0403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308969 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -30402978.000000 Penalty: 6272.647949
	Iteration 90Q: 3 clusters Score -3.040298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308969 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -30402982.000000 Penalty: 6272.647949
	Iteration 91Q: 3 clusters Score -3.040298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308968 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -30402984.000000 Penalty: 6272.647949
	Iteration 92Q: 3 clusters Score -3.040298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308969 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -30402984.000000 Penalty: 6272.647949
	Iteration 93Q: 3 clusters Score -3.040298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308967 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -30402976.000000 Penalty: 6272.647949
	Iteration 94Q: 3 clusters Score -3.040298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308965 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -30402984.000000 Penalty: 6272.647949
	Iteration 95Q: 3 clusters Score -3.040298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308963 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -30402986.000000 Penalty: 6272.647949
	Iteration 96Q: 3 clusters Score -3.040299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308961 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -30403000.000000 Penalty: 6272.647949
	Iteration 97Q: 3 clusters Score -3.0403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308962 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -30402992.000000 Penalty: 6272.647949
	Iteration 98Q: 3 clusters Score -3.040299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308965 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -30402980.000000 Penalty: 6272.647949
	Iteration 99Q: 3 clusters Score -3.040298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308967 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -30402974.000000 Penalty: 6272.647949
	Iteration 100F: 3 clusters Score -3.040297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308967 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -30402976.000000 Penalty: 6272.647949
	Iteration 101Q: 3 clusters Score -3.040298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308969 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -30402970.000000 Penalty: 6272.647949
	Iteration 102Q: 3 clusters Score -3.040297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308971 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -30402972.000000 Penalty: 6272.647949
	Iteration 103Q: 3 clusters Score -3.040297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308977 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -30402966.000000 Penalty: 6272.647949
	Iteration 104Q: 3 clusters Score -3.040297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308979 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -30402980.000000 Penalty: 6272.647949
	Iteration 105Q: 3 clusters Score -3.040298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308981 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -30402980.000000 Penalty: 6272.647949
	Iteration 106Q: 3 clusters Score -3.040298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308981 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -30402970.000000 Penalty: 6272.647949
	Iteration 107Q: 3 clusters Score -3.040297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308985 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -30402968.000000 Penalty: 6272.647949
	Iteration 108Q: 3 clusters Score -3.040297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308989 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -30403002.000000 Penalty: 6272.647949
	Iteration 109Q: 3 clusters Score -3.0403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308996 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -30402992.000000 Penalty: 6272.647949
	Iteration 110Q: 3 clusters Score -3.040299e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308996 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -30402994.000000 Penalty: 6272.647949
	Iteration 111Q: 3 clusters Score -3.040299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309002 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -30403014.000000 Penalty: 6272.647949
	Iteration 112Q: 3 clusters Score -3.040301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308998 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -30403030.000000 Penalty: 6272.647949
	Iteration 113Q: 3 clusters Score -3.040303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308995 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -30403046.000000 Penalty: 6272.647949
	Iteration 114Q: 3 clusters Score -3.040305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308992 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -30403038.000000 Penalty: 6272.647949
	Iteration 115Q: 3 clusters Score -3.040304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308988 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -30403030.000000 Penalty: 6272.647949
	Iteration 116Q: 3 clusters Score -3.040303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308992 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -30403060.000000 Penalty: 6272.647949
	Iteration 117Q: 3 clusters Score -3.040306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308992 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -30403056.000000 Penalty: 6272.647949
	Iteration 118Q: 3 clusters Score -3.040306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308991 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -30403054.000000 Penalty: 6272.647949
	Iteration 119Q: 3 clusters Score -3.040305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308988 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -30403046.000000 Penalty: 6272.647949
	Iteration 120F: 3 clusters Score -3.040305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308990 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -30403038.000000 Penalty: 6272.647949
	Iteration 121Q: 3 clusters Score -3.040304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308992 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -30403044.000000 Penalty: 6272.647949
	Iteration 122Q: 3 clusters Score -3.040304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308992 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -30403048.000000 Penalty: 6272.647949
	Iteration 123Q: 3 clusters Score -3.040305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308996 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -30403056.000000 Penalty: 6272.647949
	Iteration 124Q: 3 clusters Score -3.040306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308997 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -30403068.000000 Penalty: 6272.647949
	Iteration 125Q: 3 clusters Score -3.040307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308998 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -30403058.000000 Penalty: 6272.647949
	Iteration 126Q: 3 clusters Score -3.040306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308999 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -30403062.000000 Penalty: 6272.647949
	Iteration 127Q: 3 clusters Score -3.040306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308999 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -30403062.000000 Penalty: 6272.647949
	Iteration 128F: 3 clusters Score -3.040306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (97719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97719 members 
Entering Unmasked Estep 
Score: -9419116.000000 Penalty: 2849.483154
	Iteration 0F: 2 clusters Score -9419116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -9353656.000000 Penalty: 5698.966309
	Iteration 0F: 3 clusters Score -9353656 nChanged 46227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -9380223.000000 Penalty: 5698.966309
	Iteration 1F: 3 clusters Score -9380223 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -9381211.000000 Penalty: 5698.966309
	Iteration 2Q: 3 clusters Score -9381211 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -9382487.000000 Penalty: 5698.966309
	Iteration 3Q: 3 clusters Score -9382487 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -9384376.000000 Penalty: 5698.966309
	Iteration 4Q: 3 clusters Score -9384376 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 61664 members 
Entering Unmasked Estep 
Score: -9387302.000000 Penalty: 5698.966309
	Iteration 5F: 3 clusters Score -9387302 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
Score: -9391570.000000 Penalty: 5698.966309
	Iteration 6F: 3 clusters Score -9391570 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 73610 members 
Entering Unmasked Estep 
Score: -9397109.000000 Penalty: 5698.966309
	Iteration 7F: 3 clusters Score -9397109 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 80231 members 
Entering Unmasked Estep 
Score: -9402960.000000 Penalty: 5698.966309
	Iteration 8F: 3 clusters Score -9402960 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 85798 members 
Entering Unmasked Estep 
Score: -9407882.000000 Penalty: 5698.966309
	Iteration 9F: 3 clusters Score -9407882 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 89978 members 
Entering Unmasked Estep 
Score: -9411623.000000 Penalty: 5698.966309
	Iteration 10Q: 3 clusters Score -9411623 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 92722 members 
Entering Unmasked Estep 
Score: -9414109.000000 Penalty: 5698.966309
	Iteration 11Q: 3 clusters Score -9414109 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 94267 members 
Entering Unmasked Estep 
Score: -9415599.000000 Penalty: 5698.966309
	Iteration 12Q: 3 clusters Score -9415599 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 95031 members 
Entering Unmasked Estep 
Score: -9416441.000000 Penalty: 5698.966309
	Iteration 13Q: 3 clusters Score -9416441 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -9416947.000000 Penalty: 5698.966309
	Iteration 14Q: 3 clusters Score -9416947 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 95529 members 
Entering Unmasked Estep 
Score: -9417218.000000 Penalty: 5698.966309
	Iteration 15Q: 3 clusters Score -9417218 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 95613 members 
Entering Unmasked Estep 
Score: -9417394.000000 Penalty: 5698.966309
	Iteration 16Q: 3 clusters Score -9417394 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 95652 members 
Entering Unmasked Estep 
Score: -9417517.000000 Penalty: 5698.966309
	Iteration 17Q: 3 clusters Score -9417517 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 95675 members 
Entering Unmasked Estep 
Score: -9417609.000000 Penalty: 5698.966309
	Iteration 18Q: 3 clusters Score -9417609 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 95711 members 
Entering Unmasked Estep 
Score: -9417676.000000 Penalty: 5698.966309
	Iteration 19Q: 3 clusters Score -9417676 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 95740 members 
Entering Unmasked Estep 
Score: -9417711.000000 Penalty: 5698.966309
	Iteration 20F: 3 clusters Score -9417711 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 95760 members 
Entering Unmasked Estep 
Score: -9417725.000000 Penalty: 5698.966309
	Iteration 21Q: 3 clusters Score -9417725 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 95777 members 
Entering Unmasked Estep 
Score: -9417735.000000 Penalty: 5698.966309
	Iteration 22Q: 3 clusters Score -9417735 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 95785 members 
Entering Unmasked Estep 
Score: -9417755.000000 Penalty: 5698.966309
	Iteration 23Q: 3 clusters Score -9417755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 95791 members 
Entering Unmasked Estep 
Score: -9417750.000000 Penalty: 5698.966309
	Iteration 24Q: 3 clusters Score -9417750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 95793 members 
Entering Unmasked Estep 
Score: -9417768.000000 Penalty: 5698.966309
	Iteration 25Q: 3 clusters Score -9417768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 95799 members 
Entering Unmasked Estep 
Score: -9417776.000000 Penalty: 5698.966309
	Iteration 26Q: 3 clusters Score -9417776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 95800 members 
Entering Unmasked Estep 
Score: -9417765.000000 Penalty: 5698.966309
	Iteration 27Q: 3 clusters Score -9417765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -9417778.000000 Penalty: 5698.966309
	Iteration 28Q: 3 clusters Score -9417778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -9417779.000000 Penalty: 5698.966309
	Iteration 29Q: 3 clusters Score -9417779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 95806 members 
Entering Unmasked Estep 
Score: -9417777.000000 Penalty: 5698.966309
	Iteration 30Q: 3 clusters Score -9417777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 95807 members 
Entering Unmasked Estep 
Score: -9417778.000000 Penalty: 5698.966309
	Iteration 31Q: 3 clusters Score -9417778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 95808 members 
Entering Unmasked Estep 
Score: -9417776.000000 Penalty: 5698.966309
	Iteration 32Q: 3 clusters Score -9417776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 95809 members 
Entering Unmasked Estep 
Score: -9417779.000000 Penalty: 5698.966309
	Iteration 33Q: 3 clusters Score -9417779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 95809 members 
Entering Unmasked Estep 
Score: -9417779.000000 Penalty: 5698.966309
	Iteration 34F: 3 clusters Score -9417779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Entering Unmasked Estep 
Score: -766505.562500 Penalty: 2218.571777
	Iteration 0F: 2 clusters Score -766505.6 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 3840 members 
Entering Unmasked Estep 
Score: -760319.562500 Penalty: 4437.143555
	Iteration 0F: 3 clusters Score -760319.6 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -761959.750000 Penalty: 4437.143555
	Iteration 1F: 3 clusters Score -761959.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -762200.875000 Penalty: 4437.143555
	Iteration 2F: 3 clusters Score -762200.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -762345.750000 Penalty: 4437.143555
	Iteration 3Q: 3 clusters Score -762345.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -762442.250000 Penalty: 4437.143555
	Iteration 4Q: 3 clusters Score -762442.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -762521.312500 Penalty: 4437.143555
	Iteration 5Q: 3 clusters Score -762521.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -762600.750000 Penalty: 4437.143555
	Iteration 6Q: 3 clusters Score -762600.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -762679.562500 Penalty: 4437.143555
	Iteration 7Q: 3 clusters Score -762679.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -762760.875000 Penalty: 4437.143555
	Iteration 8Q: 3 clusters Score -762760.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -762849.562500 Penalty: 4437.143555
	Iteration 9Q: 3 clusters Score -762849.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -762953.312500 Penalty: 4437.143555
	Iteration 10Q: 3 clusters Score -762953.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -763076.250000 Penalty: 4437.143555
	Iteration 11Q: 3 clusters Score -763076.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -763218.250000 Penalty: 4437.143555
	Iteration 12Q: 3 clusters Score -763218.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -763343.625000 Penalty: 4437.143555
	Iteration 13Q: 3 clusters Score -763343.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -763463.562500 Penalty: 4437.143555
	Iteration 14Q: 3 clusters Score -763463.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -763585.750000 Penalty: 4437.143555
	Iteration 15Q: 3 clusters Score -763585.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -763707.812500 Penalty: 4437.143555
	Iteration 16Q: 3 clusters Score -763707.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -763819.375000 Penalty: 4437.143555
	Iteration 17Q: 3 clusters Score -763819.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -763921.812500 Penalty: 4437.143555
	Iteration 18Q: 3 clusters Score -763921.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -764012.187500 Penalty: 4437.143555
	Iteration 19Q: 3 clusters Score -764012.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -764113.687500 Penalty: 4437.143555
	Iteration 20F: 3 clusters Score -764113.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -764197.687500 Penalty: 4437.143555
	Iteration 21Q: 3 clusters Score -764197.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -764257.500000 Penalty: 4437.143555
	Iteration 22Q: 3 clusters Score -764257.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -764294.187500 Penalty: 4437.143555
	Iteration 23Q: 3 clusters Score -764294.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -764316.750000 Penalty: 4437.143555
	Iteration 24Q: 3 clusters Score -764316.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -764332.875000 Penalty: 4437.143555
	Iteration 25Q: 3 clusters Score -764332.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -764343.375000 Penalty: 4437.143555
	Iteration 26Q: 3 clusters Score -764343.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -764349.937500 Penalty: 4437.143555
	Iteration 27Q: 3 clusters Score -764349.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -764353.375000 Penalty: 4437.143555
	Iteration 28Q: 3 clusters Score -764353.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -764356.500000 Penalty: 4437.143555
	Iteration 29Q: 3 clusters Score -764356.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -764363.437500 Penalty: 4437.143555
	Iteration 30Q: 3 clusters Score -764363.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -764368.000000 Penalty: 4437.143555
	Iteration 31Q: 3 clusters Score -764368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -764370.375000 Penalty: 4437.143555
	Iteration 32Q: 3 clusters Score -764370.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -764371.937500 Penalty: 4437.143555
	Iteration 33Q: 3 clusters Score -764371.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -764370.000000 Penalty: 4437.143555
	Iteration 34Q: 3 clusters Score -764370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -764372.125000 Penalty: 4437.143555
	Iteration 35Q: 3 clusters Score -764372.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -764373.125000 Penalty: 4437.143555
	Iteration 36Q: 3 clusters Score -764373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -764373.250000 Penalty: 4437.143555
	Iteration 37Q: 3 clusters Score -764373.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -764375.375000 Penalty: 4437.143555
	Iteration 38Q: 3 clusters Score -764375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -764375.250000 Penalty: 4437.143555
	Iteration 39Q: 3 clusters Score -764375.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -764376.125000 Penalty: 4437.143555
	Iteration 40F: 3 clusters Score -764376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -764374.875000 Penalty: 4437.143555
	Iteration 41Q: 3 clusters Score -764374.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -764376.062500 Penalty: 4437.143555
	Iteration 42Q: 3 clusters Score -764376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -764376.187500 Penalty: 4437.143555
	Iteration 43Q: 3 clusters Score -764376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -764376.062500 Penalty: 4437.143555
	Iteration 44Q: 3 clusters Score -764376.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -764376.062500 Penalty: 4437.143555
	Iteration 45F: 3 clusters Score -764376.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Entering Unmasked Estep 
Score: -2925159.500000 Penalty: 2577.946777
	Iteration 0F: 2 clusters Score -2925160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2902907.250000 Penalty: 5155.893555
	Iteration 0F: 3 clusters Score -2902907 nChanged 14692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2910917.750000 Penalty: 5155.893555
	Iteration 1F: 3 clusters Score -2910918 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2911603.000000 Penalty: 5155.893555
	Iteration 2F: 3 clusters Score -2911603 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2912509.500000 Penalty: 5155.893555
	Iteration 3F: 3 clusters Score -2912510 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2913659.750000 Penalty: 5155.893555
	Iteration 4F: 3 clusters Score -2913660 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2914918.250000 Penalty: 5155.893555
	Iteration 5F: 3 clusters Score -2914918 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2916193.750000 Penalty: 5155.893555
	Iteration 6F: 3 clusters Score -2916194 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2917463.500000 Penalty: 5155.893555
	Iteration 7F: 3 clusters Score -2917464 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2918717.750000 Penalty: 5155.893555
	Iteration 8F: 3 clusters Score -2918718 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2919873.000000 Penalty: 5155.893555
	Iteration 9F: 3 clusters Score -2919873 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2920793.500000 Penalty: 5155.893555
	Iteration 10Q: 3 clusters Score -2920794 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2921494.500000 Penalty: 5155.893555
	Iteration 11Q: 3 clusters Score -2921494 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2922031.500000 Penalty: 5155.893555
	Iteration 12Q: 3 clusters Score -2922032 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2922444.500000 Penalty: 5155.893555
	Iteration 13Q: 3 clusters Score -2922444 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2922780.000000 Penalty: 5155.893555
	Iteration 14Q: 3 clusters Score -2922780 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2923062.750000 Penalty: 5155.893555
	Iteration 15Q: 3 clusters Score -2923063 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2923325.500000 Penalty: 5155.893555
	Iteration 16Q: 3 clusters Score -2923326 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2923576.750000 Penalty: 5155.893555
	Iteration 17Q: 3 clusters Score -2923577 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2923780.750000 Penalty: 5155.893555
	Iteration 18Q: 3 clusters Score -2923781 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2923956.000000 Penalty: 5155.893555
	Iteration 19Q: 3 clusters Score -2923956 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2924072.000000 Penalty: 5155.893555
	Iteration 20F: 3 clusters Score -2924072 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2924162.250000 Penalty: 5155.893555
	Iteration 21Q: 3 clusters Score -2924162 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2924213.750000 Penalty: 5155.893555
	Iteration 22Q: 3 clusters Score -2924214 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2924263.500000 Penalty: 5155.893555
	Iteration 23Q: 3 clusters Score -2924264 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2924313.500000 Penalty: 5155.893555
	Iteration 24Q: 3 clusters Score -2924314 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2924334.500000 Penalty: 5155.893555
	Iteration 25Q: 3 clusters Score -2924334 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2924364.750000 Penalty: 5155.893555
	Iteration 26Q: 3 clusters Score -2924365 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2924396.750000 Penalty: 5155.893555
	Iteration 27Q: 3 clusters Score -2924397 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2924425.250000 Penalty: 5155.893555
	Iteration 28Q: 3 clusters Score -2924425 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2924434.000000 Penalty: 5155.893555
	Iteration 29Q: 3 clusters Score -2924434 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2924448.250000 Penalty: 5155.893555
	Iteration 30Q: 3 clusters Score -2924448 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2924463.250000 Penalty: 5155.893555
	Iteration 31Q: 3 clusters Score -2924463 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2924476.750000 Penalty: 5155.893555
	Iteration 32Q: 3 clusters Score -2924477 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2924471.250000 Penalty: 5155.893555
	Iteration 33Q: 3 clusters Score -2924471 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2924491.000000 Penalty: 5155.893555
	Iteration 34Q: 3 clusters Score -2924491 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2924496.750000 Penalty: 5155.893555
	Iteration 35Q: 3 clusters Score -2924497 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2924513.000000 Penalty: 5155.893555
	Iteration 36Q: 3 clusters Score -2924513 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2924514.500000 Penalty: 5155.893555
	Iteration 37Q: 3 clusters Score -2924514 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2924529.000000 Penalty: 5155.893555
	Iteration 38Q: 3 clusters Score -2924529 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2924537.500000 Penalty: 5155.893555
	Iteration 39Q: 3 clusters Score -2924538 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2924537.250000 Penalty: 5155.893555
	Iteration 40F: 3 clusters Score -2924537 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2924553.750000 Penalty: 5155.893555
	Iteration 41Q: 3 clusters Score -2924554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2924568.000000 Penalty: 5155.893555
	Iteration 42Q: 3 clusters Score -2924568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2924577.750000 Penalty: 5155.893555
	Iteration 43Q: 3 clusters Score -2924578 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2924603.500000 Penalty: 5155.893555
	Iteration 44Q: 3 clusters Score -2924604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2924598.750000 Penalty: 5155.893555
	Iteration 45Q: 3 clusters Score -2924599 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2924608.500000 Penalty: 5155.893555
	Iteration 46Q: 3 clusters Score -2924608 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2924629.500000 Penalty: 5155.893555
	Iteration 47Q: 3 clusters Score -2924630 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2924648.500000 Penalty: 5155.893555
	Iteration 48Q: 3 clusters Score -2924648 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2924670.000000 Penalty: 5155.893555
	Iteration 49Q: 3 clusters Score -2924670 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2924677.750000 Penalty: 5155.893555
	Iteration 50Q: 3 clusters Score -2924678 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2924695.750000 Penalty: 5155.893555
	Iteration 51Q: 3 clusters Score -2924696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2924693.750000 Penalty: 5155.893555
	Iteration 52Q: 3 clusters Score -2924694 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2924721.000000 Penalty: 5155.893555
	Iteration 53Q: 3 clusters Score -2924721 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2924761.750000 Penalty: 5155.893555
	Iteration 54Q: 3 clusters Score -2924762 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2924789.250000 Penalty: 5155.893555
	Iteration 55Q: 3 clusters Score -2924789 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2924800.000000 Penalty: 5155.893555
	Iteration 56Q: 3 clusters Score -2924800 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2924817.000000 Penalty: 5155.893555
	Iteration 57Q: 3 clusters Score -2924817 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2924835.000000 Penalty: 5155.893555
	Iteration 58Q: 3 clusters Score -2924835 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -2924856.750000 Penalty: 5155.893555
	Iteration 59Q: 3 clusters Score -2924857 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2924886.250000 Penalty: 5155.893555
	Iteration 60F: 3 clusters Score -2924886 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2924912.750000 Penalty: 5155.893555
	Iteration 61Q: 3 clusters Score -2924913 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2924934.250000 Penalty: 5155.893555
	Iteration 62Q: 3 clusters Score -2924934 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2924971.750000 Penalty: 5155.893555
	Iteration 63Q: 3 clusters Score -2924972 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2924974.500000 Penalty: 5155.893555
	Iteration 64Q: 3 clusters Score -2924974 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2925005.250000 Penalty: 5155.893555
	Iteration 65Q: 3 clusters Score -2925005 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2925035.750000 Penalty: 5155.893555
	Iteration 66Q: 3 clusters Score -2925036 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2925056.000000 Penalty: 5155.893555
	Iteration 67Q: 3 clusters Score -2925056 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -2925082.250000 Penalty: 5155.893555
	Iteration 68Q: 3 clusters Score -2925082 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2925104.500000 Penalty: 5155.893555
	Iteration 69Q: 3 clusters Score -2925104 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2925136.750000 Penalty: 5155.893555
	Iteration 70Q: 3 clusters Score -2925137 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2925147.500000 Penalty: 5155.893555
	Iteration 71Q: 3 clusters Score -2925148 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -2925168.250000 Penalty: 5155.893555
	Iteration 72Q: 3 clusters Score -2925168 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2925176.750000 Penalty: 5155.893555
	Iteration 73Q: 3 clusters Score -2925177 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -2925192.000000 Penalty: 5155.893555
	Iteration 74Q: 3 clusters Score -2925192 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2925205.000000 Penalty: 5155.893555
	Iteration 75Q: 3 clusters Score -2925205 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2925205.250000 Penalty: 5155.893555
	Iteration 76Q: 3 clusters Score -2925205 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -2925212.750000 Penalty: 5155.893555
	Iteration 77Q: 3 clusters Score -2925213 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -2925219.250000 Penalty: 5155.893555
	Iteration 78Q: 3 clusters Score -2925219 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2925223.500000 Penalty: 5155.893555
	Iteration 79Q: 3 clusters Score -2925224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -2925230.250000 Penalty: 5155.893555
	Iteration 80F: 3 clusters Score -2925230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2925236.750000 Penalty: 5155.893555
	Iteration 81Q: 3 clusters Score -2925237 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -2925248.000000 Penalty: 5155.893555
	Iteration 82Q: 3 clusters Score -2925248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2925261.750000 Penalty: 5155.893555
	Iteration 83Q: 3 clusters Score -2925262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -2925257.000000 Penalty: 5155.893555
	Iteration 84Q: 3 clusters Score -2925257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2925269.250000 Penalty: 5155.893555
	Iteration 85Q: 3 clusters Score -2925269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -2925273.750000 Penalty: 5155.893555
	Iteration 86Q: 3 clusters Score -2925274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2925277.750000 Penalty: 5155.893555
	Iteration 87Q: 3 clusters Score -2925278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -2925279.250000 Penalty: 5155.893555
	Iteration 88Q: 3 clusters Score -2925279 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -2925280.750000 Penalty: 5155.893555
	Iteration 89Q: 3 clusters Score -2925281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -2925277.000000 Penalty: 5155.893555
	Iteration 90Q: 3 clusters Score -2925277 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2925286.250000 Penalty: 5155.893555
	Iteration 91Q: 3 clusters Score -2925286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -2925290.000000 Penalty: 5155.893555
	Iteration 92Q: 3 clusters Score -2925290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -2925301.000000 Penalty: 5155.893555
	Iteration 93Q: 3 clusters Score -2925301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2925310.500000 Penalty: 5155.893555
	Iteration 94Q: 3 clusters Score -2925310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -2925308.250000 Penalty: 5155.893555
	Iteration 95Q: 3 clusters Score -2925308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -2925314.750000 Penalty: 5155.893555
	Iteration 96Q: 3 clusters Score -2925315 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -2925325.250000 Penalty: 5155.893555
	Iteration 97Q: 3 clusters Score -2925325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -2925323.500000 Penalty: 5155.893555
	Iteration 98Q: 3 clusters Score -2925324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -2925313.750000 Penalty: 5155.893555
	Iteration 99Q: 3 clusters Score -2925314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -2925327.000000 Penalty: 5155.893555
	Iteration 100F: 3 clusters Score -2925327 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -2925334.500000 Penalty: 5155.893555
	Iteration 101Q: 3 clusters Score -2925334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2925335.000000 Penalty: 5155.893555
	Iteration 102Q: 3 clusters Score -2925335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -2925333.250000 Penalty: 5155.893555
	Iteration 103Q: 3 clusters Score -2925333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -2925334.500000 Penalty: 5155.893555
	Iteration 104Q: 3 clusters Score -2925334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -2925335.500000 Penalty: 5155.893555
	Iteration 105Q: 3 clusters Score -2925336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -2925339.250000 Penalty: 5155.893555
	Iteration 106Q: 3 clusters Score -2925339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2925336.250000 Penalty: 5155.893555
	Iteration 107Q: 3 clusters Score -2925336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -2925334.250000 Penalty: 5155.893555
	Iteration 108Q: 3 clusters Score -2925334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2925340.250000 Penalty: 5155.893555
	Iteration 109Q: 3 clusters Score -2925340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -2925339.000000 Penalty: 5155.893555
	Iteration 110Q: 3 clusters Score -2925339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -2925337.250000 Penalty: 5155.893555
	Iteration 111Q: 3 clusters Score -2925337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2925337.000000 Penalty: 5155.893555
	Iteration 112Q: 3 clusters Score -2925337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -2925336.250000 Penalty: 5155.893555
	Iteration 113Q: 3 clusters Score -2925336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -2925337.500000 Penalty: 5155.893555
	Iteration 114Q: 3 clusters Score -2925338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -2925345.250000 Penalty: 5155.893555
	Iteration 115Q: 3 clusters Score -2925345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -2925354.500000 Penalty: 5155.893555
	Iteration 116Q: 3 clusters Score -2925354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2925346.500000 Penalty: 5155.893555
	Iteration 117Q: 3 clusters Score -2925346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -2925354.000000 Penalty: 5155.893555
	Iteration 118Q: 3 clusters Score -2925354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -2925342.500000 Penalty: 5155.893555
	Iteration 119Q: 3 clusters Score -2925342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -2925344.000000 Penalty: 5155.893555
	Iteration 120F: 3 clusters Score -2925344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -2925344.500000 Penalty: 5155.893555
	Iteration 121Q: 3 clusters Score -2925344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -2925344.750000 Penalty: 5155.893555
	Iteration 122Q: 3 clusters Score -2925345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2925357.500000 Penalty: 5155.893555
	Iteration 123Q: 3 clusters Score -2925358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -2925362.500000 Penalty: 5155.893555
	Iteration 124Q: 3 clusters Score -2925362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2925362.000000 Penalty: 5155.893555
	Iteration 125Q: 3 clusters Score -2925362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -2925364.500000 Penalty: 5155.893555
	Iteration 126Q: 3 clusters Score -2925364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -2925363.500000 Penalty: 5155.893555
	Iteration 127Q: 3 clusters Score -2925364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -2925362.750000 Penalty: 5155.893555
	Iteration 128Q: 3 clusters Score -2925363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2925363.500000 Penalty: 5155.893555
	Iteration 129Q: 3 clusters Score -2925364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -2925364.000000 Penalty: 5155.893555
	Iteration 130Q: 3 clusters Score -2925364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -2925364.000000 Penalty: 5155.893555
	Iteration 131F: 3 clusters Score -2925364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134890 members 
Mstep: Class 2 contains 10314 members 
Mstep: Class 3 contains 230412 members 
Mstep: Class 4 contains 12661 members 
Mstep: Class 5 contains 30605 members 
Mstep: Class 6 contains 310664 members 
Mstep: Class 7 contains 97719 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 9090 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 225518 members 
Mstep: Class 12 contains 65374 members 
Mstep: Class 13 contains 21062 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221200 members 
Mstep: Class 16 contains 7944 members 
Mstep: Class 17 contains 8910 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5267 members 
Mstep: Class 20 contains 4973 members 
Mstep: Class 21 contains 6962 members 
Mstep: Class 22 contains 102813 members 
Mstep: Class 23 contains 5352 members 
Mstep: Class 24 contains 14140 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 11469 members 
Mstep: Class 28 contains 9586 members 
Mstep: Class 29 contains 10216 members 
Mstep: Class 30 contains 25665 members 
Mstep: Class 31 contains 8821 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 23604 members 
Entering Unmasked Estep 
Score: -157693776.000000 Penalty: 117273.000000
Splitting cluster 9 changes total score from -157694720.000000 to -157693776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (7555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Entering Unmasked Estep 
Score: -697392.875000 Penalty: 2214.631348
	Iteration 0F: 2 clusters Score -697392.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -691269.500000 Penalty: 4429.262695
	Iteration 0F: 3 clusters Score -691269.5 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -692928.437500 Penalty: 4429.262695
	Iteration 1F: 3 clusters Score -692928.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -693175.250000 Penalty: 4429.262695
	Iteration 2F: 3 clusters Score -693175.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -693353.000000 Penalty: 4429.262695
	Iteration 3F: 3 clusters Score -693353 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -693493.250000 Penalty: 4429.262695
	Iteration 4Q: 3 clusters Score -693493.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -693631.875000 Penalty: 4429.262695
	Iteration 5Q: 3 clusters Score -693631.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -693764.375000 Penalty: 4429.262695
	Iteration 6Q: 3 clusters Score -693764.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -693898.375000 Penalty: 4429.262695
	Iteration 7Q: 3 clusters Score -693898.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -694021.062500 Penalty: 4429.262695
	Iteration 8Q: 3 clusters Score -694021.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -694159.187500 Penalty: 4429.262695
	Iteration 9Q: 3 clusters Score -694159.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -694310.375000 Penalty: 4429.262695
	Iteration 10Q: 3 clusters Score -694310.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -694466.312500 Penalty: 4429.262695
	Iteration 11Q: 3 clusters Score -694466.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -694698.437500 Penalty: 4429.262695
	Iteration 12Q: 3 clusters Score -694698.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -695013.812500 Penalty: 4429.262695
	Iteration 13Q: 3 clusters Score -695013.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -695383.562500 Penalty: 4429.262695
	Iteration 14Q: 3 clusters Score -695383.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -695758.625000 Penalty: 4429.262695
	Iteration 15Q: 3 clusters Score -695758.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -695999.062500 Penalty: 4429.262695
	Iteration 16Q: 3 clusters Score -695999.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -696142.062500 Penalty: 4429.262695
	Iteration 17Q: 3 clusters Score -696142.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -696221.687500 Penalty: 4429.262695
	Iteration 18Q: 3 clusters Score -696221.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -696284.125000 Penalty: 4429.262695
	Iteration 19Q: 3 clusters Score -696284.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -696324.812500 Penalty: 4429.262695
	Iteration 20F: 3 clusters Score -696324.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -696362.375000 Penalty: 4429.262695
	Iteration 21Q: 3 clusters Score -696362.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -696400.250000 Penalty: 4429.262695
	Iteration 22Q: 3 clusters Score -696400.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -696422.500000 Penalty: 4429.262695
	Iteration 23Q: 3 clusters Score -696422.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -696443.062500 Penalty: 4429.262695
	Iteration 24Q: 3 clusters Score -696443.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -696455.500000 Penalty: 4429.262695
	Iteration 25Q: 3 clusters Score -696455.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -696463.187500 Penalty: 4429.262695
	Iteration 26Q: 3 clusters Score -696463.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -696471.812500 Penalty: 4429.262695
	Iteration 27Q: 3 clusters Score -696471.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -696478.125000 Penalty: 4429.262695
	Iteration 28Q: 3 clusters Score -696478.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -696487.062500 Penalty: 4429.262695
	Iteration 29Q: 3 clusters Score -696487.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -696493.125000 Penalty: 4429.262695
	Iteration 30Q: 3 clusters Score -696493.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -696496.500000 Penalty: 4429.262695
	Iteration 31Q: 3 clusters Score -696496.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -696500.687500 Penalty: 4429.262695
	Iteration 32Q: 3 clusters Score -696500.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -696502.187500 Penalty: 4429.262695
	Iteration 33Q: 3 clusters Score -696502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -696503.250000 Penalty: 4429.262695
	Iteration 34Q: 3 clusters Score -696503.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -696506.187500 Penalty: 4429.262695
	Iteration 35Q: 3 clusters Score -696506.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -696506.562500 Penalty: 4429.262695
	Iteration 36Q: 3 clusters Score -696506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -696507.125000 Penalty: 4429.262695
	Iteration 37Q: 3 clusters Score -696507.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -696509.875000 Penalty: 4429.262695
	Iteration 38Q: 3 clusters Score -696509.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -696511.937500 Penalty: 4429.262695
	Iteration 39Q: 3 clusters Score -696511.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -696511.000000 Penalty: 4429.262695
	Iteration 40F: 3 clusters Score -696511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -696513.625000 Penalty: 4429.262695
	Iteration 41Q: 3 clusters Score -696513.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -696514.625000 Penalty: 4429.262695
	Iteration 42Q: 3 clusters Score -696514.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -696514.625000 Penalty: 4429.262695
	Iteration 43F: 3 clusters Score -696514.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (225518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225518 members 
Entering Unmasked Estep 
Score: -22162136.000000 Penalty: 3056.886719
	Iteration 0F: 2 clusters Score -2.216214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112394 members 
Mstep: Class 2 contains 113124 members 
Entering Unmasked Estep 
Score: -22012334.000000 Penalty: 6113.773438
	Iteration 0F: 3 clusters Score -2.201233e+07 nChanged 109050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104782 members 
Mstep: Class 2 contains 120736 members 
Entering Unmasked Estep 
Score: -22076790.000000 Penalty: 6113.773438
	Iteration 1F: 3 clusters Score -2.207679e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 126713 members 
Entering Unmasked Estep 
Score: -22079782.000000 Penalty: 6113.773438
	Iteration 2Q: 3 clusters Score -2.207978e+07 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89149 members 
Mstep: Class 2 contains 136369 members 
Entering Unmasked Estep 
Score: -22085606.000000 Penalty: 6113.773438
	Iteration 3F: 3 clusters Score -2.208561e+07 nChanged 16111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75182 members 
Mstep: Class 2 contains 150336 members 
Entering Unmasked Estep 
Score: -22096110.000000 Penalty: 6113.773438
	Iteration 4F: 3 clusters Score -2.209611e+07 nChanged 19422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 167686 members 
Entering Unmasked Estep 
Score: -22111528.000000 Penalty: 6113.773438
	Iteration 5F: 3 clusters Score -2.211153e+07 nChanged 19170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 185324 members 
Entering Unmasked Estep 
Score: -22127652.000000 Penalty: 6113.773438
	Iteration 6F: 3 clusters Score -2.212765e+07 nChanged 15075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 199605 members 
Entering Unmasked Estep 
Score: -22139700.000000 Penalty: 6113.773438
	Iteration 7F: 3 clusters Score -2.21397e+07 nChanged 10224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 209641 members 
Entering Unmasked Estep 
Score: -22147776.000000 Penalty: 6113.773438
	Iteration 8Q: 3 clusters Score -2.214778e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 216207 members 
Entering Unmasked Estep 
Score: -22152856.000000 Penalty: 6113.773438
	Iteration 9Q: 3 clusters Score -2.215286e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 220325 members 
Entering Unmasked Estep 
Score: -22155976.000000 Penalty: 6113.773438
	Iteration 10Q: 3 clusters Score -2.215598e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 222675 members 
Entering Unmasked Estep 
Score: -22157912.000000 Penalty: 6113.773438
	Iteration 11Q: 3 clusters Score -2.215791e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 223802 members 
Entering Unmasked Estep 
Score: -22158844.000000 Penalty: 6113.773438
	Iteration 12Q: 3 clusters Score -2.215884e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 224300 members 
Entering Unmasked Estep 
Score: -22159204.000000 Penalty: 6113.773438
	Iteration 13Q: 3 clusters Score -2.21592e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 224535 members 
Entering Unmasked Estep 
Score: -22159416.000000 Penalty: 6113.773438
	Iteration 14Q: 3 clusters Score -2.215942e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 224639 members 
Entering Unmasked Estep 
Score: -22159522.000000 Penalty: 6113.773438
	Iteration 15Q: 3 clusters Score -2.215952e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 224680 members 
Entering Unmasked Estep 
Score: -22159650.000000 Penalty: 6113.773438
	Iteration 16Q: 3 clusters Score -2.215965e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 224715 members 
Entering Unmasked Estep 
Score: -22159710.000000 Penalty: 6113.773438
	Iteration 17Q: 3 clusters Score -2.215971e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 224736 members 
Entering Unmasked Estep 
Score: -22159728.000000 Penalty: 6113.773438
	Iteration 18Q: 3 clusters Score -2.215973e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 224753 members 
Entering Unmasked Estep 
Score: -22159778.000000 Penalty: 6113.773438
	Iteration 19Q: 3 clusters Score -2.215978e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 224771 members 
Entering Unmasked Estep 
Score: -22159802.000000 Penalty: 6113.773438
	Iteration 20F: 3 clusters Score -2.21598e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 224771 members 
Entering Unmasked Estep 
Score: -22159830.000000 Penalty: 6113.773438
	Iteration 21Q: 3 clusters Score -2.215983e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 224780 members 
Entering Unmasked Estep 
Score: -22159822.000000 Penalty: 6113.773438
	Iteration 22Q: 3 clusters Score -2.215982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 224786 members 
Entering Unmasked Estep 
Score: -22159834.000000 Penalty: 6113.773438
	Iteration 23Q: 3 clusters Score -2.215983e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 224788 members 
Entering Unmasked Estep 
Score: -22159852.000000 Penalty: 6113.773438
	Iteration 24Q: 3 clusters Score -2.215985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 224789 members 
Entering Unmasked Estep 
Score: -22159846.000000 Penalty: 6113.773438
	Iteration 25Q: 3 clusters Score -2.215985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 224788 members 
Entering Unmasked Estep 
Score: -22159848.000000 Penalty: 6113.773438
	Iteration 26Q: 3 clusters Score -2.215985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 224791 members 
Entering Unmasked Estep 
Score: -22159868.000000 Penalty: 6113.773438
	Iteration 27Q: 3 clusters Score -2.215987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 224792 members 
Entering Unmasked Estep 
Score: -22159884.000000 Penalty: 6113.773438
	Iteration 28Q: 3 clusters Score -2.215988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 224787 members 
Entering Unmasked Estep 
Score: -22159884.000000 Penalty: 6113.773438
	Iteration 29Q: 3 clusters Score -2.215988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 224792 members 
Entering Unmasked Estep 
Score: -22159876.000000 Penalty: 6113.773438
	Iteration 30Q: 3 clusters Score -2.215988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 224796 members 
Entering Unmasked Estep 
Score: -22159882.000000 Penalty: 6113.773438
	Iteration 31Q: 3 clusters Score -2.215988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 224797 members 
Entering Unmasked Estep 
Score: -22159914.000000 Penalty: 6113.773438
	Iteration 32Q: 3 clusters Score -2.215991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 224799 members 
Entering Unmasked Estep 
Score: -22159918.000000 Penalty: 6113.773438
	Iteration 33Q: 3 clusters Score -2.215992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 224805 members 
Entering Unmasked Estep 
Score: -22159910.000000 Penalty: 6113.773438
	Iteration 34Q: 3 clusters Score -2.215991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 224804 members 
Entering Unmasked Estep 
Score: -22159924.000000 Penalty: 6113.773438
	Iteration 35Q: 3 clusters Score -2.215992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 224805 members 
Entering Unmasked Estep 
Score: -22159914.000000 Penalty: 6113.773438
	Iteration 36Q: 3 clusters Score -2.215991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 224804 members 
Entering Unmasked Estep 
Score: -22159914.000000 Penalty: 6113.773438
	Iteration 37Q: 3 clusters Score -2.215991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 224801 members 
Entering Unmasked Estep 
Score: -22159910.000000 Penalty: 6113.773438
	Iteration 38Q: 3 clusters Score -2.215991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 224795 members 
Entering Unmasked Estep 
Score: -22159914.000000 Penalty: 6113.773438
	Iteration 39Q: 3 clusters Score -2.215991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 224797 members 
Entering Unmasked Estep 
Score: -22159932.000000 Penalty: 6113.773438
	Iteration 40F: 3 clusters Score -2.215993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 224796 members 
Entering Unmasked Estep 
Score: -22159926.000000 Penalty: 6113.773438
	Iteration 41Q: 3 clusters Score -2.215993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 224794 members 
Entering Unmasked Estep 
Score: -22159934.000000 Penalty: 6113.773438
	Iteration 42Q: 3 clusters Score -2.215993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 224792 members 
Entering Unmasked Estep 
Score: -22159932.000000 Penalty: 6113.773438
	Iteration 43Q: 3 clusters Score -2.215993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 224792 members 
Entering Unmasked Estep 
Score: -22159932.000000 Penalty: 6113.773438
	Iteration 44F: 3 clusters Score -2.215993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Entering Unmasked Estep 
Score: -6333738.000000 Penalty: 2749.794189
	Iteration 0F: 2 clusters Score -6333738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -6289866.000000 Penalty: 5499.588379
	Iteration 0F: 3 clusters Score -6289866 nChanged 30418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -6307474.500000 Penalty: 5499.588379
	Iteration 1F: 3 clusters Score -6307474 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -6308555.000000 Penalty: 5499.588379
	Iteration 2Q: 3 clusters Score -6308555 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -6309843.000000 Penalty: 5499.588379
	Iteration 3Q: 3 clusters Score -6309843 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -6311454.000000 Penalty: 5499.588379
	Iteration 4Q: 3 clusters Score -6311454 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -6313425.000000 Penalty: 5499.588379
	Iteration 5F: 3 clusters Score -6313425 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -6315589.500000 Penalty: 5499.588379
	Iteration 6F: 3 clusters Score -6315590 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -6317789.000000 Penalty: 5499.588379
	Iteration 7F: 3 clusters Score -6317789 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -6319893.000000 Penalty: 5499.588379
	Iteration 8F: 3 clusters Score -6319893 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -6321832.500000 Penalty: 5499.588379
	Iteration 9F: 3 clusters Score -6321832 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -6323582.500000 Penalty: 5499.588379
	Iteration 10Q: 3 clusters Score -6323582 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -6325058.000000 Penalty: 5499.588379
	Iteration 11Q: 3 clusters Score -6325058 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -6326213.500000 Penalty: 5499.588379
	Iteration 12Q: 3 clusters Score -6326214 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -6327041.000000 Penalty: 5499.588379
	Iteration 13Q: 3 clusters Score -6327041 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -6327648.500000 Penalty: 5499.588379
	Iteration 14Q: 3 clusters Score -6327648 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -6328121.000000 Penalty: 5499.588379
	Iteration 15Q: 3 clusters Score -6328121 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -6328562.500000 Penalty: 5499.588379
	Iteration 16Q: 3 clusters Score -6328562 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -6328930.000000 Penalty: 5499.588379
	Iteration 17Q: 3 clusters Score -6328930 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -6329255.500000 Penalty: 5499.588379
	Iteration 18Q: 3 clusters Score -6329256 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -6329466.000000 Penalty: 5499.588379
	Iteration 19Q: 3 clusters Score -6329466 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -6329694.500000 Penalty: 5499.588379
	Iteration 20F: 3 clusters Score -6329694 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -6329965.500000 Penalty: 5499.588379
	Iteration 21Q: 3 clusters Score -6329966 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -6330165.000000 Penalty: 5499.588379
	Iteration 22Q: 3 clusters Score -6330165 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -6330388.000000 Penalty: 5499.588379
	Iteration 23Q: 3 clusters Score -6330388 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -6330609.000000 Penalty: 5499.588379
	Iteration 24Q: 3 clusters Score -6330609 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -6330781.000000 Penalty: 5499.588379
	Iteration 25Q: 3 clusters Score -6330781 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -6330927.000000 Penalty: 5499.588379
	Iteration 26Q: 3 clusters Score -6330927 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -6331079.500000 Penalty: 5499.588379
	Iteration 27Q: 3 clusters Score -6331080 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -6331203.000000 Penalty: 5499.588379
	Iteration 28Q: 3 clusters Score -6331203 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -6331348.000000 Penalty: 5499.588379
	Iteration 29Q: 3 clusters Score -6331348 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -6331504.000000 Penalty: 5499.588379
	Iteration 30Q: 3 clusters Score -6331504 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -6331666.000000 Penalty: 5499.588379
	Iteration 31Q: 3 clusters Score -6331666 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -6331797.000000 Penalty: 5499.588379
	Iteration 32Q: 3 clusters Score -6331797 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -6331929.500000 Penalty: 5499.588379
	Iteration 33Q: 3 clusters Score -6331930 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -6332107.500000 Penalty: 5499.588379
	Iteration 34Q: 3 clusters Score -6332108 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -6332273.000000 Penalty: 5499.588379
	Iteration 35Q: 3 clusters Score -6332273 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -6332413.000000 Penalty: 5499.588379
	Iteration 36Q: 3 clusters Score -6332413 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -6332539.500000 Penalty: 5499.588379
	Iteration 37Q: 3 clusters Score -6332540 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55037 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -6332607.500000 Penalty: 5499.588379
	Iteration 38Q: 3 clusters Score -6332608 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -6332689.000000 Penalty: 5499.588379
	Iteration 39Q: 3 clusters Score -6332689 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -6332804.000000 Penalty: 5499.588379
	Iteration 40F: 3 clusters Score -6332804 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -6332847.000000 Penalty: 5499.588379
	Iteration 41Q: 3 clusters Score -6332847 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -6332910.500000 Penalty: 5499.588379
	Iteration 42Q: 3 clusters Score -6332910 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56668 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -6332951.000000 Penalty: 5499.588379
	Iteration 43Q: 3 clusters Score -6332951 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -6332980.500000 Penalty: 5499.588379
	Iteration 44Q: 3 clusters Score -6332980 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -6333008.000000 Penalty: 5499.588379
	Iteration 45Q: 3 clusters Score -6333008 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -6333038.500000 Penalty: 5499.588379
	Iteration 46Q: 3 clusters Score -6333038 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -6333065.500000 Penalty: 5499.588379
	Iteration 47Q: 3 clusters Score -6333066 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -6333063.500000 Penalty: 5499.588379
	Iteration 48Q: 3 clusters Score -6333064 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57612 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -6333089.500000 Penalty: 5499.588379
	Iteration 49Q: 3 clusters Score -6333090 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -6333091.000000 Penalty: 5499.588379
	Iteration 50Q: 3 clusters Score -6333091 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -6333101.500000 Penalty: 5499.588379
	Iteration 51Q: 3 clusters Score -6333102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -6333107.000000 Penalty: 5499.588379
	Iteration 52Q: 3 clusters Score -6333107 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -6333114.000000 Penalty: 5499.588379
	Iteration 53Q: 3 clusters Score -6333114 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57919 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -6333119.500000 Penalty: 5499.588379
	Iteration 54Q: 3 clusters Score -6333120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -6333113.000000 Penalty: 5499.588379
	Iteration 55Q: 3 clusters Score -6333113 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -6333120.500000 Penalty: 5499.588379
	Iteration 56Q: 3 clusters Score -6333120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -6333130.500000 Penalty: 5499.588379
	Iteration 57Q: 3 clusters Score -6333130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -6333119.000000 Penalty: 5499.588379
	Iteration 58Q: 3 clusters Score -6333119 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -6333118.500000 Penalty: 5499.588379
	Iteration 59Q: 3 clusters Score -6333118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58179 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -6333114.500000 Penalty: 5499.588379
	Iteration 60F: 3 clusters Score -6333114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -6333117.000000 Penalty: 5499.588379
	Iteration 61Q: 3 clusters Score -6333117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -6333121.500000 Penalty: 5499.588379
	Iteration 62Q: 3 clusters Score -6333122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -6333127.500000 Penalty: 5499.588379
	Iteration 63Q: 3 clusters Score -6333128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -6333138.000000 Penalty: 5499.588379
	Iteration 64Q: 3 clusters Score -6333138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -6333128.500000 Penalty: 5499.588379
	Iteration 65Q: 3 clusters Score -6333128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -6333130.500000 Penalty: 5499.588379
	Iteration 66Q: 3 clusters Score -6333130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -6333130.000000 Penalty: 5499.588379
	Iteration 67Q: 3 clusters Score -6333130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -6333121.500000 Penalty: 5499.588379
	Iteration 68Q: 3 clusters Score -6333122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -6333117.000000 Penalty: 5499.588379
	Iteration 69Q: 3 clusters Score -6333117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -6333122.000000 Penalty: 5499.588379
	Iteration 70Q: 3 clusters Score -6333122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -6333118.500000 Penalty: 5499.588379
	Iteration 71Q: 3 clusters Score -6333118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -6333123.000000 Penalty: 5499.588379
	Iteration 72Q: 3 clusters Score -6333123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -6333126.500000 Penalty: 5499.588379
	Iteration 73Q: 3 clusters Score -6333126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -6333121.000000 Penalty: 5499.588379
	Iteration 74Q: 3 clusters Score -6333121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -6333123.000000 Penalty: 5499.588379
	Iteration 75Q: 3 clusters Score -6333123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -6333123.000000 Penalty: 5499.588379
	Iteration 76Q: 3 clusters Score -6333123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -6333127.500000 Penalty: 5499.588379
	Iteration 77Q: 3 clusters Score -6333128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -6333138.500000 Penalty: 5499.588379
	Iteration 78Q: 3 clusters Score -6333138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -6333137.000000 Penalty: 5499.588379
	Iteration 79Q: 3 clusters Score -6333137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -6333136.500000 Penalty: 5499.588379
	Iteration 80F: 3 clusters Score -6333136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -6333137.500000 Penalty: 5499.588379
	Iteration 81Q: 3 clusters Score -6333138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -6333138.000000 Penalty: 5499.588379
	Iteration 82Q: 3 clusters Score -6333138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -6333139.500000 Penalty: 5499.588379
	Iteration 83Q: 3 clusters Score -6333140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -6333142.000000 Penalty: 5499.588379
	Iteration 84Q: 3 clusters Score -6333142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -6333132.500000 Penalty: 5499.588379
	Iteration 85Q: 3 clusters Score -6333132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58670 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -6333139.500000 Penalty: 5499.588379
	Iteration 86Q: 3 clusters Score -6333140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -6333142.000000 Penalty: 5499.588379
	Iteration 87Q: 3 clusters Score -6333142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -6333146.000000 Penalty: 5499.588379
	Iteration 88Q: 3 clusters Score -6333146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -6333146.000000 Penalty: 5499.588379
	Iteration 89Q: 3 clusters Score -6333146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -6333149.500000 Penalty: 5499.588379
	Iteration 90Q: 3 clusters Score -6333150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -6333150.000000 Penalty: 5499.588379
	Iteration 91Q: 3 clusters Score -6333150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -6333152.500000 Penalty: 5499.588379
	Iteration 92Q: 3 clusters Score -6333152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -6333155.500000 Penalty: 5499.588379
	Iteration 93Q: 3 clusters Score -6333156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58732 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -6333148.500000 Penalty: 5499.588379
	Iteration 94Q: 3 clusters Score -6333148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -6333151.000000 Penalty: 5499.588379
	Iteration 95Q: 3 clusters Score -6333151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -6333154.000000 Penalty: 5499.588379
	Iteration 96Q: 3 clusters Score -6333154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -6333148.000000 Penalty: 5499.588379
	Iteration 97Q: 3 clusters Score -6333148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -6333149.500000 Penalty: 5499.588379
	Iteration 98Q: 3 clusters Score -6333150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -6333152.500000 Penalty: 5499.588379
	Iteration 99Q: 3 clusters Score -6333152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58765 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -6333150.500000 Penalty: 5499.588379
	Iteration 100F: 3 clusters Score -6333150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -6333146.000000 Penalty: 5499.588379
	Iteration 101Q: 3 clusters Score -6333146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -6333150.000000 Penalty: 5499.588379
	Iteration 102Q: 3 clusters Score -6333150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58774 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -6333143.500000 Penalty: 5499.588379
	Iteration 103Q: 3 clusters Score -6333144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -6333147.000000 Penalty: 5499.588379
	Iteration 104Q: 3 clusters Score -6333147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58781 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -6333149.500000 Penalty: 5499.588379
	Iteration 105Q: 3 clusters Score -6333150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -6333143.000000 Penalty: 5499.588379
	Iteration 106Q: 3 clusters Score -6333143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -6333146.000000 Penalty: 5499.588379
	Iteration 107Q: 3 clusters Score -6333146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -6333147.000000 Penalty: 5499.588379
	Iteration 108Q: 3 clusters Score -6333147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58793 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -6333148.500000 Penalty: 5499.588379
	Iteration 109Q: 3 clusters Score -6333148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -6333153.000000 Penalty: 5499.588379
	Iteration 110Q: 3 clusters Score -6333153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -6333148.500000 Penalty: 5499.588379
	Iteration 111Q: 3 clusters Score -6333148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -6333158.500000 Penalty: 5499.588379
	Iteration 112Q: 3 clusters Score -6333158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58837 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -6333168.000000 Penalty: 5499.588379
	Iteration 113Q: 3 clusters Score -6333168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -6333172.500000 Penalty: 5499.588379
	Iteration 114Q: 3 clusters Score -6333172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -6333179.500000 Penalty: 5499.588379
	Iteration 115Q: 3 clusters Score -6333180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -6333184.000000 Penalty: 5499.588379
	Iteration 116Q: 3 clusters Score -6333184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -6333181.000000 Penalty: 5499.588379
	Iteration 117Q: 3 clusters Score -6333181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -6333186.000000 Penalty: 5499.588379
	Iteration 118Q: 3 clusters Score -6333186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -6333176.000000 Penalty: 5499.588379
	Iteration 119Q: 3 clusters Score -6333176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -6333180.000000 Penalty: 5499.588379
	Iteration 120F: 3 clusters Score -6333180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -6333182.500000 Penalty: 5499.588379
	Iteration 121Q: 3 clusters Score -6333182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -6333178.000000 Penalty: 5499.588379
	Iteration 122Q: 3 clusters Score -6333178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -6333184.500000 Penalty: 5499.588379
	Iteration 123Q: 3 clusters Score -6333184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -6333188.500000 Penalty: 5499.588379
	Iteration 124Q: 3 clusters Score -6333188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -6333187.500000 Penalty: 5499.588379
	Iteration 125Q: 3 clusters Score -6333188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -6333183.500000 Penalty: 5499.588379
	Iteration 126Q: 3 clusters Score -6333184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6333180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -6333179.500000 Penalty: 5499.588379
	Iteration 128F: 3 clusters Score -6333180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21062 members 
Entering Unmasked Estep 
Score: -1960143.250000 Penalty: 2468.895996
	Iteration 0F: 2 clusters Score -1960143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1945386.125000 Penalty: 4937.791992
	Iteration 0F: 3 clusters Score -1945386 nChanged 9293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1950425 nChanged 1192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1950912 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1951333.875000 Penalty: 4937.791992
	Iteration 3F: 3 clusters Score -1951334 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1951774.875000 Penalty: 4937.791992
	Iteration 4Q: 3 clusters Score -1951775 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1952167.875000 Penalty: 4937.791992
	Iteration 5Q: 3 clusters Score -1952168 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1952574.000000 Penalty: 4937.791992
	Iteration 6Q: 3 clusters Score -1952574 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1953037.875000 Penalty: 4937.791992
	Iteration 7Q: 3 clusters Score -1953038 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1953514.625000 Penalty: 4937.791992
	Iteration 8Q: 3 clusters Score -1953515 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1954088.125000 Penalty: 4937.791992
	Iteration 9Q: 3 clusters Score -1954088 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1954776.000000 Penalty: 4937.791992
	Iteration 10Q: 3 clusters Score -1954776 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1955470.875000 Penalty: 4937.791992
	Iteration 11Q: 3 clusters Score -1955471 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1956050.125000 Penalty: 4937.791992
	Iteration 12Q: 3 clusters Score -1956050 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1956490.625000 Penalty: 4937.791992
	Iteration 13Q: 3 clusters Score -1956491 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1956810.125000 Penalty: 4937.791992
	Iteration 14Q: 3 clusters Score -1956810 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1957060.500000 Penalty: 4937.791992
	Iteration 15Q: 3 clusters Score -1957060 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1957235.625000 Penalty: 4937.791992
	Iteration 16Q: 3 clusters Score -1957236 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1957311.125000 Penalty: 4937.791992
	Iteration 17Q: 3 clusters Score -1957311 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1957356.250000 Penalty: 4937.791992
	Iteration 18Q: 3 clusters Score -1957356 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1957381.250000 Penalty: 4937.791992
	Iteration 19Q: 3 clusters Score -1957381 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1957406.750000 Penalty: 4937.791992
	Iteration 20F: 3 clusters Score -1957407 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1957422.375000 Penalty: 4937.791992
	Iteration 21Q: 3 clusters Score -1957422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1957436.375000 Penalty: 4937.791992
	Iteration 22Q: 3 clusters Score -1957436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1957443.000000 Penalty: 4937.791992
	Iteration 23Q: 3 clusters Score -1957443 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1957460.000000 Penalty: 4937.791992
	Iteration 24Q: 3 clusters Score -1957460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1957469.125000 Penalty: 4937.791992
	Iteration 25Q: 3 clusters Score -1957469 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1957474.375000 Penalty: 4937.791992
	Iteration 26Q: 3 clusters Score -1957474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1957484.375000 Penalty: 4937.791992
	Iteration 27Q: 3 clusters Score -1957484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1957488.125000 Penalty: 4937.791992
	Iteration 28Q: 3 clusters Score -1957488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1957496.625000 Penalty: 4937.791992
	Iteration 29Q: 3 clusters Score -1957497 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1957507.250000 Penalty: 4937.791992
	Iteration 30Q: 3 clusters Score -1957507 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1957517.125000 Penalty: 4937.791992
	Iteration 31Q: 3 clusters Score -1957517 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1957524.375000 Penalty: 4937.791992
	Iteration 32Q: 3 clusters Score -1957524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1957527.125000 Penalty: 4937.791992
	Iteration 33Q: 3 clusters Score -1957527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1957535.125000 Penalty: 4937.791992
	Iteration 34Q: 3 clusters Score -1957535 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1957554.625000 Penalty: 4937.791992
	Iteration 35Q: 3 clusters Score -1957555 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1957565.750000 Penalty: 4937.791992
	Iteration 36Q: 3 clusters Score -1957566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1957585.500000 Penalty: 4937.791992
	Iteration 37Q: 3 clusters Score -1957586 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1957598.375000 Penalty: 4937.791992
	Iteration 38Q: 3 clusters Score -1957598 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1957636.000000 Penalty: 4937.791992
	Iteration 39Q: 3 clusters Score -1957636 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1957666.500000 Penalty: 4937.791992
	Iteration 40F: 3 clusters Score -1957666 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1957718.625000 Penalty: 4937.791992
	Iteration 41Q: 3 clusters Score -1957719 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1957762.250000 Penalty: 4937.791992
	Iteration 42Q: 3 clusters Score -1957762 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1957818.875000 Penalty: 4937.791992
	Iteration 43Q: 3 clusters Score -1957819 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1957892.375000 Penalty: 4937.791992
	Iteration 44Q: 3 clusters Score -1957892 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1957964.750000 Penalty: 4937.791992
	Iteration 45Q: 3 clusters Score -1957965 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1958036.000000 Penalty: 4937.791992
	Iteration 46Q: 3 clusters Score -1958036 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1958097.500000 Penalty: 4937.791992
	Iteration 47Q: 3 clusters Score -1958098 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1958153.250000 Penalty: 4937.791992
	Iteration 48Q: 3 clusters Score -1958153 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1958212.000000 Penalty: 4937.791992
	Iteration 49Q: 3 clusters Score -1958212 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1958261.000000 Penalty: 4937.791992
	Iteration 50Q: 3 clusters Score -1958261 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1958306.375000 Penalty: 4937.791992
	Iteration 51Q: 3 clusters Score -1958306 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1958342.375000 Penalty: 4937.791992
	Iteration 52Q: 3 clusters Score -1958342 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1958386.125000 Penalty: 4937.791992
	Iteration 53Q: 3 clusters Score -1958386 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1958427.000000 Penalty: 4937.791992
	Iteration 54Q: 3 clusters Score -1958427 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1958448.500000 Penalty: 4937.791992
	Iteration 55Q: 3 clusters Score -1958448 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1958472.625000 Penalty: 4937.791992
	Iteration 56Q: 3 clusters Score -1958473 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1958498.500000 Penalty: 4937.791992
	Iteration 57Q: 3 clusters Score -1958498 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1958507.625000 Penalty: 4937.791992
	Iteration 58Q: 3 clusters Score -1958508 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1958524.500000 Penalty: 4937.791992
	Iteration 59Q: 3 clusters Score -1958524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1958528.750000 Penalty: 4937.791992
	Iteration 60F: 3 clusters Score -1958529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1958532.000000 Penalty: 4937.791992
	Iteration 61Q: 3 clusters Score -1958532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1958528.125000 Penalty: 4937.791992
	Iteration 62Q: 3 clusters Score -1958528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1958534.250000 Penalty: 4937.791992
	Iteration 63Q: 3 clusters Score -1958534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1958534.125000 Penalty: 4937.791992
	Iteration 64Q: 3 clusters Score -1958534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1958539.125000 Penalty: 4937.791992
	Iteration 65Q: 3 clusters Score -1958539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1958542.375000 Penalty: 4937.791992
	Iteration 66Q: 3 clusters Score -1958542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1958542.500000 Penalty: 4937.791992
	Iteration 67Q: 3 clusters Score -1958542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1958544.750000 Penalty: 4937.791992
	Iteration 68Q: 3 clusters Score -1958545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1958540.875000 Penalty: 4937.791992
	Iteration 69Q: 3 clusters Score -1958541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1958544.000000 Penalty: 4937.791992
	Iteration 70Q: 3 clusters Score -1958544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1958544.625000 Penalty: 4937.791992
	Iteration 71Q: 3 clusters Score -1958545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1958539.625000 Penalty: 4937.791992
	Iteration 72Q: 3 clusters Score -1958540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1958543.125000 Penalty: 4937.791992
	Iteration 73Q: 3 clusters Score -1958543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1958545.750000 Penalty: 4937.791992
	Iteration 74Q: 3 clusters Score -1958546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1958543.750000 Penalty: 4937.791992
	Iteration 75Q: 3 clusters Score -1958544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1958543.750000 Penalty: 4937.791992
	Iteration 76Q: 3 clusters Score -1958544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1958544.750000 Penalty: 4937.791992
	Iteration 77Q: 3 clusters Score -1958545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1958544.750000 Penalty: 4937.791992
	Iteration 78F: 3 clusters Score -1958545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Entering Unmasked Estep 
Score: -842307.500000 Penalty: 2247.422607
	Iteration 0F: 2 clusters Score -842307.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -835463.500000 Penalty: 4494.845215
	Iteration 0F: 3 clusters Score -835463.5 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -837501.625000 Penalty: 4494.845215
	Iteration 1F: 3 clusters Score -837501.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -837770.250000 Penalty: 4494.845215
	Iteration 2F: 3 clusters Score -837770.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -837928.062500 Penalty: 4494.845215
	Iteration 3Q: 3 clusters Score -837928.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -838032.375000 Penalty: 4494.845215
	Iteration 4Q: 3 clusters Score -838032.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -838100.750000 Penalty: 4494.845215
	Iteration 5Q: 3 clusters Score -838100.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -838152.562500 Penalty: 4494.845215
	Iteration 6Q: 3 clusters Score -838152.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -838187.437500 Penalty: 4494.845215
	Iteration 7Q: 3 clusters Score -838187.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -838222.750000 Penalty: 4494.845215
	Iteration 8Q: 3 clusters Score -838222.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -838250.250000 Penalty: 4494.845215
	Iteration 9Q: 3 clusters Score -838250.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -838290.875000 Penalty: 4494.845215
	Iteration 10Q: 3 clusters Score -838290.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -838335.250000 Penalty: 4494.845215
	Iteration 11Q: 3 clusters Score -838335.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -838376.937500 Penalty: 4494.845215
	Iteration 12Q: 3 clusters Score -838376.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -838426.000000 Penalty: 4494.845215
	Iteration 13Q: 3 clusters Score -838426 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -838478.375000 Penalty: 4494.845215
	Iteration 14Q: 3 clusters Score -838478.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -838540.437500 Penalty: 4494.845215
	Iteration 15Q: 3 clusters Score -838540.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -838627.250000 Penalty: 4494.845215
	Iteration 16Q: 3 clusters Score -838627.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -838732.000000 Penalty: 4494.845215
	Iteration 17Q: 3 clusters Score -838732 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -838827.125000 Penalty: 4494.845215
	Iteration 18Q: 3 clusters Score -838827.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -838933.250000 Penalty: 4494.845215
	Iteration 19Q: 3 clusters Score -838933.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -839042.437500 Penalty: 4494.845215
	Iteration 20F: 3 clusters Score -839042.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -839143.687500 Penalty: 4494.845215
	Iteration 21Q: 3 clusters Score -839143.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -839262.812500 Penalty: 4494.845215
	Iteration 22Q: 3 clusters Score -839262.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -839390.500000 Penalty: 4494.845215
	Iteration 23Q: 3 clusters Score -839390.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -839510.250000 Penalty: 4494.845215
	Iteration 24Q: 3 clusters Score -839510.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -839639.750000 Penalty: 4494.845215
	Iteration 25Q: 3 clusters Score -839639.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -839751.562500 Penalty: 4494.845215
	Iteration 26Q: 3 clusters Score -839751.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -839841.375000 Penalty: 4494.845215
	Iteration 27Q: 3 clusters Score -839841.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -839914.437500 Penalty: 4494.845215
	Iteration 28Q: 3 clusters Score -839914.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -839962.875000 Penalty: 4494.845215
	Iteration 29Q: 3 clusters Score -839962.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -840001.312500 Penalty: 4494.845215
	Iteration 30Q: 3 clusters Score -840001.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -840027.687500 Penalty: 4494.845215
	Iteration 31Q: 3 clusters Score -840027.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -840049.000000 Penalty: 4494.845215
	Iteration 32Q: 3 clusters Score -840049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -840066.125000 Penalty: 4494.845215
	Iteration 33Q: 3 clusters Score -840066.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -840081.375000 Penalty: 4494.845215
	Iteration 34Q: 3 clusters Score -840081.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -840095.687500 Penalty: 4494.845215
	Iteration 35Q: 3 clusters Score -840095.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -840106.562500 Penalty: 4494.845215
	Iteration 36Q: 3 clusters Score -840106.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -840122.312500 Penalty: 4494.845215
	Iteration 37Q: 3 clusters Score -840122.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -840133.687500 Penalty: 4494.845215
	Iteration 38Q: 3 clusters Score -840133.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -840150.937500 Penalty: 4494.845215
	Iteration 39Q: 3 clusters Score -840150.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -840171.437500 Penalty: 4494.845215
	Iteration 40F: 3 clusters Score -840171.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -840186.875000 Penalty: 4494.845215
	Iteration 41Q: 3 clusters Score -840186.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -840201.500000 Penalty: 4494.845215
	Iteration 42Q: 3 clusters Score -840201.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -840211.250000 Penalty: 4494.845215
	Iteration 43Q: 3 clusters Score -840211.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -840218.875000 Penalty: 4494.845215
	Iteration 44Q: 3 clusters Score -840218.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -840225.562500 Penalty: 4494.845215
	Iteration 45Q: 3 clusters Score -840225.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -840232.125000 Penalty: 4494.845215
	Iteration 46Q: 3 clusters Score -840232.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -840238.687500 Penalty: 4494.845215
	Iteration 47Q: 3 clusters Score -840238.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -840242.437500 Penalty: 4494.845215
	Iteration 48Q: 3 clusters Score -840242.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -840248.687500 Penalty: 4494.845215
	Iteration 49Q: 3 clusters Score -840248.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -840257.500000 Penalty: 4494.845215
	Iteration 50Q: 3 clusters Score -840257.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -840269.500000 Penalty: 4494.845215
	Iteration 51Q: 3 clusters Score -840269.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -840280.437500 Penalty: 4494.845215
	Iteration 52Q: 3 clusters Score -840280.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -840297.937500 Penalty: 4494.845215
	Iteration 53Q: 3 clusters Score -840297.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -840305.875000 Penalty: 4494.845215
	Iteration 54Q: 3 clusters Score -840305.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -840313.312500 Penalty: 4494.845215
	Iteration 55Q: 3 clusters Score -840313.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -840314.437500 Penalty: 4494.845215
	Iteration 56Q: 3 clusters Score -840314.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -840315.562500 Penalty: 4494.845215
	Iteration 57Q: 3 clusters Score -840315.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -840318.812500 Penalty: 4494.845215
	Iteration 58Q: 3 clusters Score -840318.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -840318.750000 Penalty: 4494.845215
	Iteration 59Q: 3 clusters Score -840318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -840319.500000 Penalty: 4494.845215
	Iteration 60F: 3 clusters Score -840319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -840319.750000 Penalty: 4494.845215
	Iteration 61Q: 3 clusters Score -840319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -840320.375000 Penalty: 4494.845215
	Iteration 62Q: 3 clusters Score -840320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -840320.250000 Penalty: 4494.845215
	Iteration 63Q: 3 clusters Score -840320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -840320.250000 Penalty: 4494.845215
	Iteration 64F: 3 clusters Score -840320.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (221200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221200 members 
Entering Unmasked Estep 
Score: -21639686.000000 Penalty: 3052.092041
	Iteration 0F: 2 clusters Score -2.163969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110450 members 
Mstep: Class 2 contains 110750 members 
Entering Unmasked Estep 
Score: -21493930.000000 Penalty: 6104.184082
	Iteration 0F: 3 clusters Score -2.149393e+07 nChanged 106362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110496 members 
Mstep: Class 2 contains 110704 members 
Entering Unmasked Estep 
Score: -21556834.000000 Penalty: 6104.184082
	Iteration 1F: 3 clusters Score -2.155683e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111404 members 
Mstep: Class 2 contains 109796 members 
Entering Unmasked Estep 
Score: -21559396.000000 Penalty: 6104.184082
	Iteration 2Q: 3 clusters Score -2.15594e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113027 members 
Mstep: Class 2 contains 108173 members 
Entering Unmasked Estep 
Score: -21563632.000000 Penalty: 6104.184082
	Iteration 3Q: 3 clusters Score -2.156363e+07 nChanged 12237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115666 members 
Mstep: Class 2 contains 105534 members 
Entering Unmasked Estep 
Score: -21569704.000000 Penalty: 6104.184082
	Iteration 4F: 3 clusters Score -2.15697e+07 nChanged 13831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119195 members 
Mstep: Class 2 contains 102005 members 
Entering Unmasked Estep 
Score: -21576908.000000 Penalty: 6104.184082
	Iteration 5F: 3 clusters Score -2.157691e+07 nChanged 14235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123112 members 
Mstep: Class 2 contains 98088 members 
Entering Unmasked Estep 
Score: -21583904.000000 Penalty: 6104.184082
	Iteration 6F: 3 clusters Score -2.15839e+07 nChanged 13055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127105 members 
Mstep: Class 2 contains 94095 members 
Entering Unmasked Estep 
Score: -21589494.000000 Penalty: 6104.184082
	Iteration 7F: 3 clusters Score -2.158949e+07 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130816 members 
Mstep: Class 2 contains 90384 members 
Entering Unmasked Estep 
Score: -21593206.000000 Penalty: 6104.184082
	Iteration 8Q: 3 clusters Score -2.159321e+07 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134238 members 
Mstep: Class 2 contains 86962 members 
Entering Unmasked Estep 
Score: -21595492.000000 Penalty: 6104.184082
	Iteration 9Q: 3 clusters Score -2.159549e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137640 members 
Mstep: Class 2 contains 83560 members 
Entering Unmasked Estep 
Score: -21596706.000000 Penalty: 6104.184082
	Iteration 10Q: 3 clusters Score -2.159671e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141326 members 
Mstep: Class 2 contains 79874 members 
Entering Unmasked Estep 
Score: -21597598.000000 Penalty: 6104.184082
	Iteration 11Q: 3 clusters Score -2.15976e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145377 members 
Mstep: Class 2 contains 75823 members 
Entering Unmasked Estep 
Score: -21598620.000000 Penalty: 6104.184082
	Iteration 12Q: 3 clusters Score -2.159862e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149852 members 
Mstep: Class 2 contains 71348 members 
Entering Unmasked Estep 
Score: -21599704.000000 Penalty: 6104.184082
	Iteration 13Q: 3 clusters Score -2.15997e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154872 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -21600906.000000 Penalty: 6104.184082
	Iteration 14Q: 3 clusters Score -2.160091e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160676 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -21602690.000000 Penalty: 6104.184082
	Iteration 15Q: 3 clusters Score -2.160269e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167204 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -21604970.000000 Penalty: 6104.184082
	Iteration 16Q: 3 clusters Score -2.160497e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174540 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -21608008.000000 Penalty: 6104.184082
	Iteration 17Q: 3 clusters Score -2.160801e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182526 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -21611944.000000 Penalty: 6104.184082
	Iteration 18Q: 3 clusters Score -2.161194e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190748 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -21616016.000000 Penalty: 6104.184082
	Iteration 19Q: 3 clusters Score -2.161602e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198943 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -21620918.000000 Penalty: 6104.184082
	Iteration 20F: 3 clusters Score -2.162092e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206325 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -21625752.000000 Penalty: 6104.184082
	Iteration 21Q: 3 clusters Score -2.162575e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212178 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -21630228.000000 Penalty: 6104.184082
	Iteration 22Q: 3 clusters Score -2.163023e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216342 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -21633442.000000 Penalty: 6104.184082
	Iteration 23Q: 3 clusters Score -2.163344e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218733 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -21635400.000000 Penalty: 6104.184082
	Iteration 24Q: 3 clusters Score -2.16354e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219797 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -21636158.000000 Penalty: 6104.184082
	Iteration 25Q: 3 clusters Score -2.163616e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220240 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -21636518.000000 Penalty: 6104.184082
	Iteration 26Q: 3 clusters Score -2.163652e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220458 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -21636748.000000 Penalty: 6104.184082
	Iteration 27Q: 3 clusters Score -2.163675e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220570 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -21636898.000000 Penalty: 6104.184082
	Iteration 28Q: 3 clusters Score -2.16369e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220628 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -21636988.000000 Penalty: 6104.184082
	Iteration 29Q: 3 clusters Score -2.163699e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220664 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -21636996.000000 Penalty: 6104.184082
	Iteration 30Q: 3 clusters Score -2.1637e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220674 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -21637040.000000 Penalty: 6104.184082
	Iteration 31Q: 3 clusters Score -2.163704e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220696 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -21637076.000000 Penalty: 6104.184082
	Iteration 32Q: 3 clusters Score -2.163708e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220706 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -21637116.000000 Penalty: 6104.184082
	Iteration 33Q: 3 clusters Score -2.163712e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220705 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -21637130.000000 Penalty: 6104.184082
	Iteration 34Q: 3 clusters Score -2.163713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220709 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -21637140.000000 Penalty: 6104.184082
	Iteration 35Q: 3 clusters Score -2.163714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220709 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -21637126.000000 Penalty: 6104.184082
	Iteration 36Q: 3 clusters Score -2.163713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220716 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -21637152.000000 Penalty: 6104.184082
	Iteration 37Q: 3 clusters Score -2.163715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220717 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -21637146.000000 Penalty: 6104.184082
	Iteration 38Q: 3 clusters Score -2.163715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220717 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -21637148.000000 Penalty: 6104.184082
	Iteration 39Q: 3 clusters Score -2.163715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220718 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -21637154.000000 Penalty: 6104.184082
	Iteration 40F: 3 clusters Score -2.163715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220718 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -21637160.000000 Penalty: 6104.184082
	Iteration 41Q: 3 clusters Score -2.163716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220718 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -21637160.000000 Penalty: 6104.184082
	Iteration 42F: 3 clusters Score -2.163716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Entering Unmasked Estep 
Score: -735080.750000 Penalty: 2227.082764
	Iteration 0F: 2 clusters Score -735080.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -728675.812500 Penalty: 4454.165527
	Iteration 0F: 3 clusters Score -728675.8 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -730421.000000 Penalty: 4454.165527
	Iteration 1F: 3 clusters Score -730421 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -730711.875000 Penalty: 4454.165527
	Iteration 2F: 3 clusters Score -730711.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -730906.437500 Penalty: 4454.165527
	Iteration 3F: 3 clusters Score -730906.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -731043.812500 Penalty: 4454.165527
	Iteration 4Q: 3 clusters Score -731043.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -731163.250000 Penalty: 4454.165527
	Iteration 5Q: 3 clusters Score -731163.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -731276.437500 Penalty: 4454.165527
	Iteration 6Q: 3 clusters Score -731276.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -731386.250000 Penalty: 4454.165527
	Iteration 7Q: 3 clusters Score -731386.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -731478.562500 Penalty: 4454.165527
	Iteration 8Q: 3 clusters Score -731478.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -731559.125000 Penalty: 4454.165527
	Iteration 9Q: 3 clusters Score -731559.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -731649.437500 Penalty: 4454.165527
	Iteration 10Q: 3 clusters Score -731649.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -731743.937500 Penalty: 4454.165527
	Iteration 11Q: 3 clusters Score -731743.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -731835.125000 Penalty: 4454.165527
	Iteration 12Q: 3 clusters Score -731835.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -731936.812500 Penalty: 4454.165527
	Iteration 13Q: 3 clusters Score -731936.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -732045.250000 Penalty: 4454.165527
	Iteration 14Q: 3 clusters Score -732045.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -732167.750000 Penalty: 4454.165527
	Iteration 15Q: 3 clusters Score -732167.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -732279.875000 Penalty: 4454.165527
	Iteration 16Q: 3 clusters Score -732279.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -732376.812500 Penalty: 4454.165527
	Iteration 17Q: 3 clusters Score -732376.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -732478.500000 Penalty: 4454.165527
	Iteration 18Q: 3 clusters Score -732478.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -732572.875000 Penalty: 4454.165527
	Iteration 19Q: 3 clusters Score -732572.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -732661.375000 Penalty: 4454.165527
	Iteration 20F: 3 clusters Score -732661.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -732721.625000 Penalty: 4454.165527
	Iteration 21Q: 3 clusters Score -732721.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -732777.437500 Penalty: 4454.165527
	Iteration 22Q: 3 clusters Score -732777.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -732839.437500 Penalty: 4454.165527
	Iteration 23Q: 3 clusters Score -732839.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -732891.187500 Penalty: 4454.165527
	Iteration 24Q: 3 clusters Score -732891.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -732945.062500 Penalty: 4454.165527
	Iteration 25Q: 3 clusters Score -732945.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -732995.687500 Penalty: 4454.165527
	Iteration 26Q: 3 clusters Score -732995.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -733040.625000 Penalty: 4454.165527
	Iteration 27Q: 3 clusters Score -733040.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -733080.250000 Penalty: 4454.165527
	Iteration 28Q: 3 clusters Score -733080.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -733110.625000 Penalty: 4454.165527
	Iteration 29Q: 3 clusters Score -733110.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -733143.312500 Penalty: 4454.165527
	Iteration 30Q: 3 clusters Score -733143.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -733171.500000 Penalty: 4454.165527
	Iteration 31Q: 3 clusters Score -733171.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -733198.937500 Penalty: 4454.165527
	Iteration 32Q: 3 clusters Score -733198.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -733214.500000 Penalty: 4454.165527
	Iteration 33Q: 3 clusters Score -733214.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -733228.687500 Penalty: 4454.165527
	Iteration 34Q: 3 clusters Score -733228.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -733238.312500 Penalty: 4454.165527
	Iteration 35Q: 3 clusters Score -733238.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -733243.125000 Penalty: 4454.165527
	Iteration 36Q: 3 clusters Score -733243.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -733249.750000 Penalty: 4454.165527
	Iteration 37Q: 3 clusters Score -733249.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -733256.625000 Penalty: 4454.165527
	Iteration 38Q: 3 clusters Score -733256.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -733263.625000 Penalty: 4454.165527
	Iteration 39Q: 3 clusters Score -733263.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -733267.062500 Penalty: 4454.165527
	Iteration 40F: 3 clusters Score -733267.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -733271.375000 Penalty: 4454.165527
	Iteration 41Q: 3 clusters Score -733271.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -733274.437500 Penalty: 4454.165527
	Iteration 42Q: 3 clusters Score -733274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -733278.500000 Penalty: 4454.165527
	Iteration 43Q: 3 clusters Score -733278.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -733282.000000 Penalty: 4454.165527
	Iteration 44Q: 3 clusters Score -733282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -733286.375000 Penalty: 4454.165527
	Iteration 45Q: 3 clusters Score -733286.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -733291.812500 Penalty: 4454.165527
	Iteration 46Q: 3 clusters Score -733291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -733294.000000 Penalty: 4454.165527
	Iteration 47Q: 3 clusters Score -733294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -733295.750000 Penalty: 4454.165527
	Iteration 48Q: 3 clusters Score -733295.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -733297.312500 Penalty: 4454.165527
	Iteration 49Q: 3 clusters Score -733297.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -733301.625000 Penalty: 4454.165527
	Iteration 50Q: 3 clusters Score -733301.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -733303.187500 Penalty: 4454.165527
	Iteration 51Q: 3 clusters Score -733303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -733306.437500 Penalty: 4454.165527
	Iteration 52Q: 3 clusters Score -733306.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -733307.750000 Penalty: 4454.165527
	Iteration 53Q: 3 clusters Score -733307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -733308.750000 Penalty: 4454.165527
	Iteration 54Q: 3 clusters Score -733308.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -733312.250000 Penalty: 4454.165527
	Iteration 55Q: 3 clusters Score -733312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -733313.125000 Penalty: 4454.165527
	Iteration 56Q: 3 clusters Score -733313.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -733315.437500 Penalty: 4454.165527
	Iteration 57Q: 3 clusters Score -733315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -733317.187500 Penalty: 4454.165527
	Iteration 58Q: 3 clusters Score -733317.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -733317.187500 Penalty: 4454.165527
	Iteration 59F: 3 clusters Score -733317.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Entering Unmasked Estep 
Score: -844296.062500 Penalty: 2255.542480
	Iteration 0F: 2 clusters Score -844296.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -837336.687500 Penalty: 4511.084961
	Iteration 0F: 3 clusters Score -837336.7 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -839316.562500 Penalty: 4511.084961
	Iteration 1F: 3 clusters Score -839316.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -839542.250000 Penalty: 4511.084961
	Iteration 2F: 3 clusters Score -839542.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -839705.875000 Penalty: 4511.084961
	Iteration 3Q: 3 clusters Score -839705.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -839826.187500 Penalty: 4511.084961
	Iteration 4Q: 3 clusters Score -839826.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -839924.937500 Penalty: 4511.084961
	Iteration 5Q: 3 clusters Score -839924.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -840022.312500 Penalty: 4511.084961
	Iteration 6Q: 3 clusters Score -840022.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -840118.750000 Penalty: 4511.084961
	Iteration 7Q: 3 clusters Score -840118.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -840201.750000 Penalty: 4511.084961
	Iteration 8Q: 3 clusters Score -840201.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -840275.437500 Penalty: 4511.084961
	Iteration 9Q: 3 clusters Score -840275.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -840346.812500 Penalty: 4511.084961
	Iteration 10Q: 3 clusters Score -840346.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -840421.375000 Penalty: 4511.084961
	Iteration 11Q: 3 clusters Score -840421.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -840495.250000 Penalty: 4511.084961
	Iteration 12Q: 3 clusters Score -840495.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -840587.500000 Penalty: 4511.084961
	Iteration 13Q: 3 clusters Score -840587.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -840674.187500 Penalty: 4511.084961
	Iteration 14Q: 3 clusters Score -840674.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -840771.937500 Penalty: 4511.084961
	Iteration 15Q: 3 clusters Score -840771.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -840865.312500 Penalty: 4511.084961
	Iteration 16Q: 3 clusters Score -840865.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -840980.625000 Penalty: 4511.084961
	Iteration 17Q: 3 clusters Score -840980.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -841119.875000 Penalty: 4511.084961
	Iteration 18Q: 3 clusters Score -841119.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -841253.812500 Penalty: 4511.084961
	Iteration 19Q: 3 clusters Score -841253.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -841413.625000 Penalty: 4511.084961
	Iteration 20F: 3 clusters Score -841413.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -841594.250000 Penalty: 4511.084961
	Iteration 21Q: 3 clusters Score -841594.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -841772.125000 Penalty: 4511.084961
	Iteration 22Q: 3 clusters Score -841772.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -841940.125000 Penalty: 4511.084961
	Iteration 23Q: 3 clusters Score -841940.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -842055.500000 Penalty: 4511.084961
	Iteration 24Q: 3 clusters Score -842055.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -842148.562500 Penalty: 4511.084961
	Iteration 25Q: 3 clusters Score -842148.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -842238.937500 Penalty: 4511.084961
	Iteration 26Q: 3 clusters Score -842238.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -842300.187500 Penalty: 4511.084961
	Iteration 27Q: 3 clusters Score -842300.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -842349.562500 Penalty: 4511.084961
	Iteration 28Q: 3 clusters Score -842349.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -842385.687500 Penalty: 4511.084961
	Iteration 29Q: 3 clusters Score -842385.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -842423.625000 Penalty: 4511.084961
	Iteration 30Q: 3 clusters Score -842423.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -842442.875000 Penalty: 4511.084961
	Iteration 31Q: 3 clusters Score -842442.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -842461.187500 Penalty: 4511.084961
	Iteration 32Q: 3 clusters Score -842461.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -842477.312500 Penalty: 4511.084961
	Iteration 33Q: 3 clusters Score -842477.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -842497.750000 Penalty: 4511.084961
	Iteration 34Q: 3 clusters Score -842497.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -842513.937500 Penalty: 4511.084961
	Iteration 35Q: 3 clusters Score -842513.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -842525.625000 Penalty: 4511.084961
	Iteration 36Q: 3 clusters Score -842525.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -842534.562500 Penalty: 4511.084961
	Iteration 37Q: 3 clusters Score -842534.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -842541.000000 Penalty: 4511.084961
	Iteration 38Q: 3 clusters Score -842541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -842544.375000 Penalty: 4511.084961
	Iteration 39Q: 3 clusters Score -842544.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -842549.625000 Penalty: 4511.084961
	Iteration 40F: 3 clusters Score -842549.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -842550.625000 Penalty: 4511.084961
	Iteration 41Q: 3 clusters Score -842550.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -842552.625000 Penalty: 4511.084961
	Iteration 42Q: 3 clusters Score -842552.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -842552.625000 Penalty: 4511.084961
	Iteration 43Q: 3 clusters Score -842552.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -842553.500000 Penalty: 4511.084961
	Iteration 44Q: 3 clusters Score -842553.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -842553.437500 Penalty: 4511.084961
	Iteration 45Q: 3 clusters Score -842553.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -842554.312500 Penalty: 4511.084961
	Iteration 46Q: 3 clusters Score -842554.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -842554.312500 Penalty: 4511.084961
	Iteration 47F: 3 clusters Score -842554.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Entering Unmasked Estep 
Score: -417533.406250 Penalty: 2088.055908
	Iteration 0F: 2 clusters Score -417533.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -413301.843750 Penalty: 4176.111816
	Iteration 0F: 3 clusters Score -413301.8 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -414352.875000 Penalty: 4176.111816
	Iteration 1F: 3 clusters Score -414352.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -414627.406250 Penalty: 4176.111816
	Iteration 2F: 3 clusters Score -414627.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -414795.750000 Penalty: 4176.111816
	Iteration 3F: 3 clusters Score -414795.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -414896.625000 Penalty: 4176.111816
	Iteration 4Q: 3 clusters Score -414896.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -414970.093750 Penalty: 4176.111816
	Iteration 5Q: 3 clusters Score -414970.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -415027.656250 Penalty: 4176.111816
	Iteration 6Q: 3 clusters Score -415027.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -415067.531250 Penalty: 4176.111816
	Iteration 7Q: 3 clusters Score -415067.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -415101.468750 Penalty: 4176.111816
	Iteration 8Q: 3 clusters Score -415101.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -415122.625000 Penalty: 4176.111816
	Iteration 9Q: 3 clusters Score -415122.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -415145.781250 Penalty: 4176.111816
	Iteration 10Q: 3 clusters Score -415145.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -415173.625000 Penalty: 4176.111816
	Iteration 11Q: 3 clusters Score -415173.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -415192.156250 Penalty: 4176.111816
	Iteration 12Q: 3 clusters Score -415192.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -415214.031250 Penalty: 4176.111816
	Iteration 13Q: 3 clusters Score -415214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -415238.281250 Penalty: 4176.111816
	Iteration 14Q: 3 clusters Score -415238.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -415255.937500 Penalty: 4176.111816
	Iteration 15Q: 3 clusters Score -415255.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -415279.062500 Penalty: 4176.111816
	Iteration 16Q: 3 clusters Score -415279.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -415304.437500 Penalty: 4176.111816
	Iteration 17Q: 3 clusters Score -415304.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -415325.437500 Penalty: 4176.111816
	Iteration 18Q: 3 clusters Score -415325.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -415346.031250 Penalty: 4176.111816
	Iteration 19Q: 3 clusters Score -415346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -415367.250000 Penalty: 4176.111816
	Iteration 20F: 3 clusters Score -415367.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -415393.843750 Penalty: 4176.111816
	Iteration 21Q: 3 clusters Score -415393.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -415430.718750 Penalty: 4176.111816
	Iteration 22Q: 3 clusters Score -415430.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -415493.031250 Penalty: 4176.111816
	Iteration 23Q: 3 clusters Score -415493 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -415557.500000 Penalty: 4176.111816
	Iteration 24Q: 3 clusters Score -415557.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -415618.093750 Penalty: 4176.111816
	Iteration 25Q: 3 clusters Score -415618.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -415663.187500 Penalty: 4176.111816
	Iteration 26Q: 3 clusters Score -415663.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -415707.968750 Penalty: 4176.111816
	Iteration 27Q: 3 clusters Score -415708 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -415744.593750 Penalty: 4176.111816
	Iteration 28Q: 3 clusters Score -415744.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -415785.843750 Penalty: 4176.111816
	Iteration 29Q: 3 clusters Score -415785.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -415823.875000 Penalty: 4176.111816
	Iteration 30Q: 3 clusters Score -415823.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -415874.718750 Penalty: 4176.111816
	Iteration 31Q: 3 clusters Score -415874.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -415922.062500 Penalty: 4176.111816
	Iteration 32Q: 3 clusters Score -415922.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -415967.875000 Penalty: 4176.111816
	Iteration 33Q: 3 clusters Score -415967.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -416012.093750 Penalty: 4176.111816
	Iteration 34Q: 3 clusters Score -416012.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -416068.093750 Penalty: 4176.111816
	Iteration 35Q: 3 clusters Score -416068.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -416133.218750 Penalty: 4176.111816
	Iteration 36Q: 3 clusters Score -416133.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -416182.343750 Penalty: 4176.111816
	Iteration 37Q: 3 clusters Score -416182.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -416223.312500 Penalty: 4176.111816
	Iteration 38Q: 3 clusters Score -416223.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -416257.750000 Penalty: 4176.111816
	Iteration 39Q: 3 clusters Score -416257.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -416289.000000 Penalty: 4176.111816
	Iteration 40F: 3 clusters Score -416289 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -416312.000000 Penalty: 4176.111816
	Iteration 41Q: 3 clusters Score -416312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -416330.000000 Penalty: 4176.111816
	Iteration 42Q: 3 clusters Score -416330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -416352.781250 Penalty: 4176.111816
	Iteration 43Q: 3 clusters Score -416352.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -416375.468750 Penalty: 4176.111816
	Iteration 44Q: 3 clusters Score -416375.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -416399.468750 Penalty: 4176.111816
	Iteration 45Q: 3 clusters Score -416399.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -416425.937500 Penalty: 4176.111816
	Iteration 46Q: 3 clusters Score -416425.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -416460.843750 Penalty: 4176.111816
	Iteration 47Q: 3 clusters Score -416460.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -416502.656250 Penalty: 4176.111816
	Iteration 48Q: 3 clusters Score -416502.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -416568.531250 Penalty: 4176.111816
	Iteration 49Q: 3 clusters Score -416568.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -416657.437500 Penalty: 4176.111816
	Iteration 50Q: 3 clusters Score -416657.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -416782.468750 Penalty: 4176.111816
	Iteration 51Q: 3 clusters Score -416782.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -416920.968750 Penalty: 4176.111816
	Iteration 52Q: 3 clusters Score -416921 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -417050.593750 Penalty: 4176.111816
	Iteration 53Q: 3 clusters Score -417050.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -417194.531250 Penalty: 4176.111816
	Iteration 54Q: 3 clusters Score -417194.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -417321.375000 Penalty: 4176.111816
	Iteration 55Q: 3 clusters Score -417321.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -417438.781250 Penalty: 4176.111816
	Iteration 56Q: 3 clusters Score -417438.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -417498.875000 Penalty: 4176.111816
	Iteration 57Q: 3 clusters Score -417498.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -417532.562500 Penalty: 4176.111816
	Iteration 58Q: 3 clusters Score -417532.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -417549.031250 Penalty: 4176.111816
	Iteration 59Q: 3 clusters Score -417549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -417554.250000 Penalty: 4176.111816
	Iteration 60F: 3 clusters Score -417554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -417557.375000 Penalty: 4176.111816
	Iteration 61Q: 3 clusters Score -417557.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -417562.625000 Penalty: 4176.111816
	Iteration 62Q: 3 clusters Score -417562.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -417564.531250 Penalty: 4176.111816
	Iteration 63Q: 3 clusters Score -417564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -417567.656250 Penalty: 4176.111816
	Iteration 64Q: 3 clusters Score -417567.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -417571.250000 Penalty: 4176.111816
	Iteration 65Q: 3 clusters Score -417571.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -417571.312500 Penalty: 4176.111816
	Iteration 66Q: 3 clusters Score -417571.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -417571.312500 Penalty: 4176.111816
	Iteration 67F: 3 clusters Score -417571.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134890 members 
Mstep: Class 2 contains 10314 members 
Mstep: Class 3 contains 230412 members 
Mstep: Class 4 contains 12661 members 
Mstep: Class 5 contains 30605 members 
Mstep: Class 6 contains 310664 members 
Mstep: Class 7 contains 97719 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32694 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 225518 members 
Mstep: Class 12 contains 65374 members 
Mstep: Class 13 contains 21062 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221200 members 
Mstep: Class 16 contains 7944 members 
Mstep: Class 17 contains 8910 members 
Mstep: Class 18 contains 3099 members 
Mstep: Class 19 contains 5267 members 
Mstep: Class 20 contains 4973 members 
Mstep: Class 21 contains 6962 members 
Mstep: Class 22 contains 102813 members 
Mstep: Class 23 contains 5352 members 
Mstep: Class 24 contains 14140 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 11469 members 
Mstep: Class 28 contains 9586 members 
Mstep: Class 29 contains 10216 members 
Mstep: Class 30 contains 25665 members 
Mstep: Class 31 contains 8821 members 
Mstep: Class 32 contains 4188 members 
Mstep: Class 33 contains 1436 members 
Entering Unmasked Estep 
Score: -157694432.000000 Penalty: 117273.000000
Splitting cluster 18 changes total score from -157694720.000000 to -157694432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (5267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Entering Unmasked Estep 
Score: -495346.437500 Penalty: 2125.165527
	Iteration 0F: 2 clusters Score -495346.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -490708.250000 Penalty: 4250.331055
	Iteration 0F: 3 clusters Score -490708.2 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -491824.718750 Penalty: 4250.331055
	Iteration 1F: 3 clusters Score -491824.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -492030.843750 Penalty: 4250.331055
	Iteration 2F: 3 clusters Score -492030.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -492164.718750 Penalty: 4250.331055
	Iteration 3Q: 3 clusters Score -492164.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -492274.031250 Penalty: 4250.331055
	Iteration 4Q: 3 clusters Score -492274 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -492368.437500 Penalty: 4250.331055
	Iteration 5Q: 3 clusters Score -492368.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -492453.062500 Penalty: 4250.331055
	Iteration 6Q: 3 clusters Score -492453.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -492572.250000 Penalty: 4250.331055
	Iteration 7Q: 3 clusters Score -492572.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -492691.156250 Penalty: 4250.331055
	Iteration 8Q: 3 clusters Score -492691.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -492816.375000 Penalty: 4250.331055
	Iteration 9Q: 3 clusters Score -492816.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -492952.000000 Penalty: 4250.331055
	Iteration 10Q: 3 clusters Score -492952 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -493098.218750 Penalty: 4250.331055
	Iteration 11Q: 3 clusters Score -493098.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -493247.062500 Penalty: 4250.331055
	Iteration 12Q: 3 clusters Score -493247.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -493456.062500 Penalty: 4250.331055
	Iteration 13Q: 3 clusters Score -493456.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -493753.250000 Penalty: 4250.331055
	Iteration 14Q: 3 clusters Score -493753.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -494073.093750 Penalty: 4250.331055
	Iteration 15Q: 3 clusters Score -494073.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -494378.343750 Penalty: 4250.331055
	Iteration 16Q: 3 clusters Score -494378.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -494607.656250 Penalty: 4250.331055
	Iteration 17Q: 3 clusters Score -494607.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -494745.500000 Penalty: 4250.331055
	Iteration 18Q: 3 clusters Score -494745.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -494824.687500 Penalty: 4250.331055
	Iteration 19Q: 3 clusters Score -494824.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -494854.843750 Penalty: 4250.331055
	Iteration 20F: 3 clusters Score -494854.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -494872.187500 Penalty: 4250.331055
	Iteration 21Q: 3 clusters Score -494872.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -494884.687500 Penalty: 4250.331055
	Iteration 22Q: 3 clusters Score -494884.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -494888.437500 Penalty: 4250.331055
	Iteration 23Q: 3 clusters Score -494888.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -494890.937500 Penalty: 4250.331055
	Iteration 24Q: 3 clusters Score -494890.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -494893.093750 Penalty: 4250.331055
	Iteration 25Q: 3 clusters Score -494893.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -494894.406250 Penalty: 4250.331055
	Iteration 26Q: 3 clusters Score -494894.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -494896.031250 Penalty: 4250.331055
	Iteration 27Q: 3 clusters Score -494896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -494897.625000 Penalty: 4250.331055
	Iteration 28Q: 3 clusters Score -494897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -494899.000000 Penalty: 4250.331055
	Iteration 29Q: 3 clusters Score -494899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -494899.000000 Penalty: 4250.331055
	Iteration 30F: 3 clusters Score -494899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Entering Unmasked Estep 
Score: -463414.062500 Penalty: 2110.921143
	Iteration 0F: 2 clusters Score -463414.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -458957.687500 Penalty: 4221.842285
	Iteration 0F: 3 clusters Score -458957.7 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -460081.843750 Penalty: 4221.842285
	Iteration 1F: 3 clusters Score -460081.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -460388.937500 Penalty: 4221.842285
	Iteration 2F: 3 clusters Score -460388.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -460607.062500 Penalty: 4221.842285
	Iteration 3F: 3 clusters Score -460607.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -460746.875000 Penalty: 4221.842285
	Iteration 4Q: 3 clusters Score -460746.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -460855.875000 Penalty: 4221.842285
	Iteration 5Q: 3 clusters Score -460855.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -460939.468750 Penalty: 4221.842285
	Iteration 6Q: 3 clusters Score -460939.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -461007.593750 Penalty: 4221.842285
	Iteration 7Q: 3 clusters Score -461007.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -461070.718750 Penalty: 4221.842285
	Iteration 8Q: 3 clusters Score -461070.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -461130.500000 Penalty: 4221.842285
	Iteration 9Q: 3 clusters Score -461130.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -461192.062500 Penalty: 4221.842285
	Iteration 10Q: 3 clusters Score -461192.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -461262.875000 Penalty: 4221.842285
	Iteration 11Q: 3 clusters Score -461262.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -461347.750000 Penalty: 4221.842285
	Iteration 12Q: 3 clusters Score -461347.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -461437.281250 Penalty: 4221.842285
	Iteration 13Q: 3 clusters Score -461437.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -461508.812500 Penalty: 4221.842285
	Iteration 14Q: 3 clusters Score -461508.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -461572.593750 Penalty: 4221.842285
	Iteration 15Q: 3 clusters Score -461572.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -461633.062500 Penalty: 4221.842285
	Iteration 16Q: 3 clusters Score -461633.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -461700.093750 Penalty: 4221.842285
	Iteration 17Q: 3 clusters Score -461700.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -461757.937500 Penalty: 4221.842285
	Iteration 18Q: 3 clusters Score -461757.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -461811.593750 Penalty: 4221.842285
	Iteration 19Q: 3 clusters Score -461811.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -461860.656250 Penalty: 4221.842285
	Iteration 20F: 3 clusters Score -461860.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -461912.000000 Penalty: 4221.842285
	Iteration 21Q: 3 clusters Score -461912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -461957.843750 Penalty: 4221.842285
	Iteration 22Q: 3 clusters Score -461957.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -461987.375000 Penalty: 4221.842285
	Iteration 23Q: 3 clusters Score -461987.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -462012.656250 Penalty: 4221.842285
	Iteration 24Q: 3 clusters Score -462012.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -462039.000000 Penalty: 4221.842285
	Iteration 25Q: 3 clusters Score -462039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -462062.562500 Penalty: 4221.842285
	Iteration 26Q: 3 clusters Score -462062.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -462073.531250 Penalty: 4221.842285
	Iteration 27Q: 3 clusters Score -462073.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -462080.843750 Penalty: 4221.842285
	Iteration 28Q: 3 clusters Score -462080.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -462089.593750 Penalty: 4221.842285
	Iteration 29Q: 3 clusters Score -462089.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -462096.281250 Penalty: 4221.842285
	Iteration 30Q: 3 clusters Score -462096.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -462106.250000 Penalty: 4221.842285
	Iteration 31Q: 3 clusters Score -462106.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -462114.562500 Penalty: 4221.842285
	Iteration 32Q: 3 clusters Score -462114.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -462124.750000 Penalty: 4221.842285
	Iteration 33Q: 3 clusters Score -462124.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -462132.718750 Penalty: 4221.842285
	Iteration 34Q: 3 clusters Score -462132.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -462136.343750 Penalty: 4221.842285
	Iteration 35Q: 3 clusters Score -462136.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -462143.500000 Penalty: 4221.842285
	Iteration 36Q: 3 clusters Score -462143.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -462147.687500 Penalty: 4221.842285
	Iteration 37Q: 3 clusters Score -462147.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -462150.468750 Penalty: 4221.842285
	Iteration 38Q: 3 clusters Score -462150.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -462154.062500 Penalty: 4221.842285
	Iteration 39Q: 3 clusters Score -462154.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -462159.312500 Penalty: 4221.842285
	Iteration 40F: 3 clusters Score -462159.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -462161.531250 Penalty: 4221.842285
	Iteration 41Q: 3 clusters Score -462161.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -462163.093750 Penalty: 4221.842285
	Iteration 42Q: 3 clusters Score -462163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -462163.843750 Penalty: 4221.842285
	Iteration 43Q: 3 clusters Score -462163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -462166.375000 Penalty: 4221.842285
	Iteration 44Q: 3 clusters Score -462166.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -462167.406250 Penalty: 4221.842285
	Iteration 45Q: 3 clusters Score -462167.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -462169.343750 Penalty: 4221.842285
	Iteration 46Q: 3 clusters Score -462169.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -462171.937500 Penalty: 4221.842285
	Iteration 47Q: 3 clusters Score -462171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -462171.781250 Penalty: 4221.842285
	Iteration 48Q: 3 clusters Score -462171.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -462171.781250 Penalty: 4221.842285
	Iteration 49F: 3 clusters Score -462171.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Entering Unmasked Estep 
Score: -656689.312500 Penalty: 2194.358887
	Iteration 0F: 2 clusters Score -656689.3 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 3510 members 
Entering Unmasked Estep 
Score: -650912.937500 Penalty: 4388.717773
	Iteration 0F: 3 clusters Score -650912.9 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -652354.625000 Penalty: 4388.717773
	Iteration 1F: 3 clusters Score -652354.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -652592.250000 Penalty: 4388.717773
	Iteration 2F: 3 clusters Score -652592.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -652728.187500 Penalty: 4388.717773
	Iteration 3Q: 3 clusters Score -652728.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -652843.062500 Penalty: 4388.717773
	Iteration 4Q: 3 clusters Score -652843.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -652928.250000 Penalty: 4388.717773
	Iteration 5Q: 3 clusters Score -652928.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -652993.437500 Penalty: 4388.717773
	Iteration 6Q: 3 clusters Score -652993.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -653047.375000 Penalty: 4388.717773
	Iteration 7Q: 3 clusters Score -653047.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -653097.937500 Penalty: 4388.717773
	Iteration 8Q: 3 clusters Score -653097.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -653133.625000 Penalty: 4388.717773
	Iteration 9Q: 3 clusters Score -653133.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -653166.562500 Penalty: 4388.717773
	Iteration 10Q: 3 clusters Score -653166.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -653195.875000 Penalty: 4388.717773
	Iteration 11Q: 3 clusters Score -653195.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -653220.812500 Penalty: 4388.717773
	Iteration 12Q: 3 clusters Score -653220.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -653240.312500 Penalty: 4388.717773
	Iteration 13Q: 3 clusters Score -653240.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -653262.812500 Penalty: 4388.717773
	Iteration 14Q: 3 clusters Score -653262.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -653293.250000 Penalty: 4388.717773
	Iteration 15Q: 3 clusters Score -653293.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -653329.562500 Penalty: 4388.717773
	Iteration 16Q: 3 clusters Score -653329.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -653372.187500 Penalty: 4388.717773
	Iteration 17Q: 3 clusters Score -653372.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -653420.000000 Penalty: 4388.717773
	Iteration 18Q: 3 clusters Score -653420 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -653471.687500 Penalty: 4388.717773
	Iteration 19Q: 3 clusters Score -653471.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -653531.250000 Penalty: 4388.717773
	Iteration 20F: 3 clusters Score -653531.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -653607.312500 Penalty: 4388.717773
	Iteration 21Q: 3 clusters Score -653607.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -653705.687500 Penalty: 4388.717773
	Iteration 22Q: 3 clusters Score -653705.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -653820.062500 Penalty: 4388.717773
	Iteration 23Q: 3 clusters Score -653820.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -653934.937500 Penalty: 4388.717773
	Iteration 24Q: 3 clusters Score -653934.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -654042.062500 Penalty: 4388.717773
	Iteration 25Q: 3 clusters Score -654042.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -654142.187500 Penalty: 4388.717773
	Iteration 26Q: 3 clusters Score -654142.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -654239.937500 Penalty: 4388.717773
	Iteration 27Q: 3 clusters Score -654239.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -654328.000000 Penalty: 4388.717773
	Iteration 28Q: 3 clusters Score -654328 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -654402.312500 Penalty: 4388.717773
	Iteration 29Q: 3 clusters Score -654402.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -654452.562500 Penalty: 4388.717773
	Iteration 30Q: 3 clusters Score -654452.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -654489.875000 Penalty: 4388.717773
	Iteration 31Q: 3 clusters Score -654489.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -654516.937500 Penalty: 4388.717773
	Iteration 32Q: 3 clusters Score -654516.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -654546.187500 Penalty: 4388.717773
	Iteration 33Q: 3 clusters Score -654546.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -654570.187500 Penalty: 4388.717773
	Iteration 34Q: 3 clusters Score -654570.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -654593.000000 Penalty: 4388.717773
	Iteration 35Q: 3 clusters Score -654593 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -654611.437500 Penalty: 4388.717773
	Iteration 36Q: 3 clusters Score -654611.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -654624.187500 Penalty: 4388.717773
	Iteration 37Q: 3 clusters Score -654624.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -654634.750000 Penalty: 4388.717773
	Iteration 38Q: 3 clusters Score -654634.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -654636.812500 Penalty: 4388.717773
	Iteration 39Q: 3 clusters Score -654636.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -654642.625000 Penalty: 4388.717773
	Iteration 40F: 3 clusters Score -654642.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -654648.437500 Penalty: 4388.717773
	Iteration 41Q: 3 clusters Score -654648.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -654651.062500 Penalty: 4388.717773
	Iteration 42Q: 3 clusters Score -654651.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -654655.062500 Penalty: 4388.717773
	Iteration 43Q: 3 clusters Score -654655.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -654660.250000 Penalty: 4388.717773
	Iteration 44Q: 3 clusters Score -654660.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -654664.187500 Penalty: 4388.717773
	Iteration 45Q: 3 clusters Score -654664.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -654666.625000 Penalty: 4388.717773
	Iteration 46Q: 3 clusters Score -654666.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -654671.812500 Penalty: 4388.717773
	Iteration 47Q: 3 clusters Score -654671.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -654675.000000 Penalty: 4388.717773
	Iteration 48Q: 3 clusters Score -654675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -654677.125000 Penalty: 4388.717773
	Iteration 49Q: 3 clusters Score -654677.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -654676.562500 Penalty: 4388.717773
	Iteration 50Q: 3 clusters Score -654676.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -654678.937500 Penalty: 4388.717773
	Iteration 51Q: 3 clusters Score -654678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -654679.937500 Penalty: 4388.717773
	Iteration 52Q: 3 clusters Score -654679.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -654678.500000 Penalty: 4388.717773
	Iteration 53Q: 3 clusters Score -654678.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -654680.312500 Penalty: 4388.717773
	Iteration 54Q: 3 clusters Score -654680.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -654680.812500 Penalty: 4388.717773
	Iteration 55Q: 3 clusters Score -654680.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -654680.812500 Penalty: 4388.717773
	Iteration 56F: 3 clusters Score -654680.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Entering Unmasked Estep 
Score: -10131187.000000 Penalty: 2862.085449
	Iteration 0F: 2 clusters Score -1.013119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -10062468.000000 Penalty: 5724.170898
	Iteration 0F: 3 clusters Score -1.006247e+07 nChanged 48774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -10090641.000000 Penalty: 5724.170898
	Iteration 1F: 3 clusters Score -1.009064e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -10091766.000000 Penalty: 5724.170898
	Iteration 2Q: 3 clusters Score -1.009177e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 53101 members 
Entering Unmasked Estep 
Score: -10093379.000000 Penalty: 5724.170898
	Iteration 3Q: 3 clusters Score -1.009338e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -10095551.000000 Penalty: 5724.170898
	Iteration 4Q: 3 clusters Score -1.009555e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 53495 members 
Entering Unmasked Estep 
Score: -10098259.000000 Penalty: 5724.170898
	Iteration 5F: 3 clusters Score -1.009826e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -10101304.000000 Penalty: 5724.170898
	Iteration 6F: 3 clusters Score -1.01013e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -10104029.000000 Penalty: 5724.170898
	Iteration 7F: 3 clusters Score -1.010403e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 54989 members 
Entering Unmasked Estep 
Score: -10106230.000000 Penalty: 5724.170898
	Iteration 8F: 3 clusters Score -1.010623e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -10107870.000000 Penalty: 5724.170898
	Iteration 9Q: 3 clusters Score -1.010787e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -10109084.000000 Penalty: 5724.170898
	Iteration 10Q: 3 clusters Score -1.010908e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 58969 members 
Entering Unmasked Estep 
Score: -10109952.000000 Penalty: 5724.170898
	Iteration 11Q: 3 clusters Score -1.010995e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 60984 members 
Entering Unmasked Estep 
Score: -10110718.000000 Penalty: 5724.170898
	Iteration 12Q: 3 clusters Score -1.011072e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -10111582.000000 Penalty: 5724.170898
	Iteration 13Q: 3 clusters Score -1.011158e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -10112525.000000 Penalty: 5724.170898
	Iteration 14Q: 3 clusters Score -1.011252e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 69370 members 
Entering Unmasked Estep 
Score: -10113667.000000 Penalty: 5724.170898
	Iteration 15Q: 3 clusters Score -1.011367e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -10115046.000000 Penalty: 5724.170898
	Iteration 16Q: 3 clusters Score -1.011505e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 76695 members 
Entering Unmasked Estep 
Score: -10116565.000000 Penalty: 5724.170898
	Iteration 17Q: 3 clusters Score -1.011656e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 80706 members 
Entering Unmasked Estep 
Score: -10118272.000000 Penalty: 5724.170898
	Iteration 18Q: 3 clusters Score -1.011827e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 84665 members 
Entering Unmasked Estep 
Score: -10120145.000000 Penalty: 5724.170898
	Iteration 19Q: 3 clusters Score -1.012014e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 88426 members 
Entering Unmasked Estep 
Score: -10121959.000000 Penalty: 5724.170898
	Iteration 20F: 3 clusters Score -1.012196e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -10123573.000000 Penalty: 5724.170898
	Iteration 21Q: 3 clusters Score -1.012357e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 94481 members 
Entering Unmasked Estep 
Score: -10124979.000000 Penalty: 5724.170898
	Iteration 22Q: 3 clusters Score -1.012498e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 96615 members 
Entering Unmasked Estep 
Score: -10126044.000000 Penalty: 5724.170898
	Iteration 23Q: 3 clusters Score -1.012604e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 98199 members 
Entering Unmasked Estep 
Score: -10126864.000000 Penalty: 5724.170898
	Iteration 24Q: 3 clusters Score -1.012686e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 99300 members 
Entering Unmasked Estep 
Score: -10127411.000000 Penalty: 5724.170898
	Iteration 25Q: 3 clusters Score -1.012741e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 100048 members 
Entering Unmasked Estep 
Score: -10127845.000000 Penalty: 5724.170898
	Iteration 26Q: 3 clusters Score -1.012784e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 100564 members 
Entering Unmasked Estep 
Score: -10128098.000000 Penalty: 5724.170898
	Iteration 27Q: 3 clusters Score -1.01281e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 100909 members 
Entering Unmasked Estep 
Score: -10128249.000000 Penalty: 5724.170898
	Iteration 28Q: 3 clusters Score -1.012825e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 101155 members 
Entering Unmasked Estep 
Score: -10128398.000000 Penalty: 5724.170898
	Iteration 29Q: 3 clusters Score -1.01284e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 101337 members 
Entering Unmasked Estep 
Score: -10128495.000000 Penalty: 5724.170898
	Iteration 30Q: 3 clusters Score -1.01285e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 101458 members 
Entering Unmasked Estep 
Score: -10128530.000000 Penalty: 5724.170898
	Iteration 31Q: 3 clusters Score -1.012853e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 101548 members 
Entering Unmasked Estep 
Score: -10128597.000000 Penalty: 5724.170898
	Iteration 32Q: 3 clusters Score -1.01286e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 101635 members 
Entering Unmasked Estep 
Score: -10128616.000000 Penalty: 5724.170898
	Iteration 33Q: 3 clusters Score -1.012862e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 101692 members 
Entering Unmasked Estep 
Score: -10128660.000000 Penalty: 5724.170898
	Iteration 34Q: 3 clusters Score -1.012866e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 101738 members 
Entering Unmasked Estep 
Score: -10128696.000000 Penalty: 5724.170898
	Iteration 35Q: 3 clusters Score -1.01287e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 101773 members 
Entering Unmasked Estep 
Score: -10128699.000000 Penalty: 5724.170898
	Iteration 36Q: 3 clusters Score -1.01287e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 101808 members 
Entering Unmasked Estep 
Score: -10128730.000000 Penalty: 5724.170898
	Iteration 37Q: 3 clusters Score -1.012873e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 101836 members 
Entering Unmasked Estep 
Score: -10128756.000000 Penalty: 5724.170898
	Iteration 38Q: 3 clusters Score -1.012876e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 101867 members 
Entering Unmasked Estep 
Score: -10128770.000000 Penalty: 5724.170898
	Iteration 39Q: 3 clusters Score -1.012877e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 101889 members 
Entering Unmasked Estep 
Score: -10128786.000000 Penalty: 5724.170898
	Iteration 40F: 3 clusters Score -1.012879e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 101900 members 
Entering Unmasked Estep 
Score: -10128791.000000 Penalty: 5724.170898
	Iteration 41Q: 3 clusters Score -1.012879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 101908 members 
Entering Unmasked Estep 
Score: -10128792.000000 Penalty: 5724.170898
	Iteration 42Q: 3 clusters Score -1.012879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 101916 members 
Entering Unmasked Estep 
Score: -10128797.000000 Penalty: 5724.170898
	Iteration 43Q: 3 clusters Score -1.01288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 101921 members 
Entering Unmasked Estep 
Score: -10128794.000000 Penalty: 5724.170898
	Iteration 44Q: 3 clusters Score -1.012879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 101926 members 
Entering Unmasked Estep 
Score: -10128792.000000 Penalty: 5724.170898
	Iteration 45Q: 3 clusters Score -1.012879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 101927 members 
Entering Unmasked Estep 
Score: -10128804.000000 Penalty: 5724.170898
	Iteration 46Q: 3 clusters Score -1.01288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 101927 members 
Entering Unmasked Estep 
Score: -10128808.000000 Penalty: 5724.170898
	Iteration 47Q: 3 clusters Score -1.012881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 101933 members 
Entering Unmasked Estep 
Score: -10128811.000000 Penalty: 5724.170898
	Iteration 48Q: 3 clusters Score -1.012881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 101938 members 
Entering Unmasked Estep 
Score: -10128803.000000 Penalty: 5724.170898
	Iteration 49Q: 3 clusters Score -1.01288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 101939 members 
Entering Unmasked Estep 
Score: -10128802.000000 Penalty: 5724.170898
	Iteration 50Q: 3 clusters Score -1.01288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 101940 members 
Entering Unmasked Estep 
Score: -10128802.000000 Penalty: 5724.170898
	Iteration 51Q: 3 clusters Score -1.01288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 101941 members 
Entering Unmasked Estep 
Score: -10128796.000000 Penalty: 5724.170898
	Iteration 52Q: 3 clusters Score -1.01288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 101941 members 
Entering Unmasked Estep 
Score: -10128794.000000 Penalty: 5724.170898
	Iteration 53Q: 3 clusters Score -1.012879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 101941 members 
Entering Unmasked Estep 
Score: -10128794.000000 Penalty: 5724.170898
	Iteration 54F: 3 clusters Score -1.012879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Entering Unmasked Estep 
Score: -492168.875000 Penalty: 2129.135986
	Iteration 0F: 2 clusters Score -492168.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -487459.562500 Penalty: 4258.271973
	Iteration 0F: 3 clusters Score -487459.6 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -488687.125000 Penalty: 4258.271973
	Iteration 1F: 3 clusters Score -488687.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -488973.468750 Penalty: 4258.271973
	Iteration 2F: 3 clusters Score -488973.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -489169.062500 Penalty: 4258.271973
	Iteration 3F: 3 clusters Score -489169.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -489322.625000 Penalty: 4258.271973
	Iteration 4Q: 3 clusters Score -489322.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -489435.718750 Penalty: 4258.271973
	Iteration 5Q: 3 clusters Score -489435.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -489538.968750 Penalty: 4258.271973
	Iteration 6Q: 3 clusters Score -489539 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -489641.562500 Penalty: 4258.271973
	Iteration 7Q: 3 clusters Score -489641.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -489752.562500 Penalty: 4258.271973
	Iteration 8Q: 3 clusters Score -489752.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -489889.906250 Penalty: 4258.271973
	Iteration 9Q: 3 clusters Score -489889.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -490067.562500 Penalty: 4258.271973
	Iteration 10Q: 3 clusters Score -490067.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -490278.000000 Penalty: 4258.271973
	Iteration 11Q: 3 clusters Score -490278 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -490483.343750 Penalty: 4258.271973
	Iteration 12Q: 3 clusters Score -490483.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -490703.218750 Penalty: 4258.271973
	Iteration 13Q: 3 clusters Score -490703.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -490900.781250 Penalty: 4258.271973
	Iteration 14Q: 3 clusters Score -490900.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -491028.093750 Penalty: 4258.271973
	Iteration 15Q: 3 clusters Score -491028.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -491096.000000 Penalty: 4258.271973
	Iteration 16Q: 3 clusters Score -491096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -491139.531250 Penalty: 4258.271973
	Iteration 17Q: 3 clusters Score -491139.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -491183.937500 Penalty: 4258.271973
	Iteration 18Q: 3 clusters Score -491183.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -491212.375000 Penalty: 4258.271973
	Iteration 19Q: 3 clusters Score -491212.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -491227.781250 Penalty: 4258.271973
	Iteration 20F: 3 clusters Score -491227.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -491238.125000 Penalty: 4258.271973
	Iteration 21Q: 3 clusters Score -491238.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -491244.625000 Penalty: 4258.271973
	Iteration 22Q: 3 clusters Score -491244.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -491250.250000 Penalty: 4258.271973
	Iteration 23Q: 3 clusters Score -491250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -491249.812500 Penalty: 4258.271973
	Iteration 24Q: 3 clusters Score -491249.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -491249.812500 Penalty: 4258.271973
	Iteration 25F: 3 clusters Score -491249.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Entering Unmasked Estep 
Score: -1348795.375000 Penalty: 2370.077148
	Iteration 0F: 2 clusters Score -1348795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1338548.000000 Penalty: 4740.154297
	Iteration 0F: 3 clusters Score -1338548 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1341647.625000 Penalty: 4740.154297
	Iteration 1F: 3 clusters Score -1341648 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1342012.500000 Penalty: 4740.154297
	Iteration 2F: 3 clusters Score -1342012 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1342319.125000 Penalty: 4740.154297
	Iteration 3F: 3 clusters Score -1342319 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1342595.000000 Penalty: 4740.154297
	Iteration 4Q: 3 clusters Score -1342595 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1342864.000000 Penalty: 4740.154297
	Iteration 5Q: 3 clusters Score -1342864 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1343162.875000 Penalty: 4740.154297
	Iteration 6Q: 3 clusters Score -1343163 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1343495.375000 Penalty: 4740.154297
	Iteration 7Q: 3 clusters Score -1343495 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1343810.750000 Penalty: 4740.154297
	Iteration 8Q: 3 clusters Score -1343811 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1344110.750000 Penalty: 4740.154297
	Iteration 9Q: 3 clusters Score -1344111 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1344445.125000 Penalty: 4740.154297
	Iteration 10Q: 3 clusters Score -1344445 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1344776.750000 Penalty: 4740.154297
	Iteration 11Q: 3 clusters Score -1344777 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1345080.625000 Penalty: 4740.154297
	Iteration 12Q: 3 clusters Score -1345081 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1345399.750000 Penalty: 4740.154297
	Iteration 13Q: 3 clusters Score -1345400 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1345682.000000 Penalty: 4740.154297
	Iteration 14Q: 3 clusters Score -1345682 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1345906.375000 Penalty: 4740.154297
	Iteration 15Q: 3 clusters Score -1345906 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1346127.625000 Penalty: 4740.154297
	Iteration 16Q: 3 clusters Score -1346128 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1346400.500000 Penalty: 4740.154297
	Iteration 17Q: 3 clusters Score -1346400 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1346709.625000 Penalty: 4740.154297
	Iteration 18Q: 3 clusters Score -1346710 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1346970.875000 Penalty: 4740.154297
	Iteration 19Q: 3 clusters Score -1346971 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1347122.125000 Penalty: 4740.154297
	Iteration 20F: 3 clusters Score -1347122 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1347206.875000 Penalty: 4740.154297
	Iteration 21Q: 3 clusters Score -1347207 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1347249.250000 Penalty: 4740.154297
	Iteration 22Q: 3 clusters Score -1347249 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1347275.250000 Penalty: 4740.154297
	Iteration 23Q: 3 clusters Score -1347275 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1347289.875000 Penalty: 4740.154297
	Iteration 24Q: 3 clusters Score -1347290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1347300.625000 Penalty: 4740.154297
	Iteration 25Q: 3 clusters Score -1347301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1347301.625000 Penalty: 4740.154297
	Iteration 26Q: 3 clusters Score -1347302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1347304.250000 Penalty: 4740.154297
	Iteration 27Q: 3 clusters Score -1347304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1347308.250000 Penalty: 4740.154297
	Iteration 28Q: 3 clusters Score -1347308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1347309.000000 Penalty: 4740.154297
	Iteration 29Q: 3 clusters Score -1347309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1347314.000000 Penalty: 4740.154297
	Iteration 30Q: 3 clusters Score -1347314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1347313.750000 Penalty: 4740.154297
	Iteration 31Q: 3 clusters Score -1347314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1347314.875000 Penalty: 4740.154297
	Iteration 32Q: 3 clusters Score -1347315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1347317.000000 Penalty: 4740.154297
	Iteration 33Q: 3 clusters Score -1347317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1347317.625000 Penalty: 4740.154297
	Iteration 34Q: 3 clusters Score -1347318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1347317.500000 Penalty: 4740.154297
	Iteration 35Q: 3 clusters Score -1347318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1347317.750000 Penalty: 4740.154297
	Iteration 36Q: 3 clusters Score -1347318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1347317.750000 Penalty: 4740.154297
	Iteration 37Q: 3 clusters Score -1347318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1347319.250000 Penalty: 4740.154297
	Iteration 38Q: 3 clusters Score -1347319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1347320.000000 Penalty: 4740.154297
	Iteration 39Q: 3 clusters Score -1347320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1347316.625000 Penalty: 4740.154297
	Iteration 40F: 3 clusters Score -1347317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Entering Unmasked Estep 
Score: -509068.406250 Penalty: 2151.031250
	Iteration 0F: 2 clusters Score -509068.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -504071.468750 Penalty: 4302.062500
	Iteration 0F: 3 clusters Score -504071.5 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -505535.687500 Penalty: 4302.062500
	Iteration 1F: 3 clusters Score -505535.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -505991.843750 Penalty: 4302.062500
	Iteration 2F: 3 clusters Score -505991.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -506325.875000 Penalty: 4302.062500
	Iteration 3F: 3 clusters Score -506325.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -506586.125000 Penalty: 4302.062500
	Iteration 4F: 3 clusters Score -506586.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -506819.031250 Penalty: 4302.062500
	Iteration 5F: 3 clusters Score -506819 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -506992.156250 Penalty: 4302.062500
	Iteration 6Q: 3 clusters Score -506992.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -507127.531250 Penalty: 4302.062500
	Iteration 7Q: 3 clusters Score -507127.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -507241.406250 Penalty: 4302.062500
	Iteration 8Q: 3 clusters Score -507241.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -507323.250000 Penalty: 4302.062500
	Iteration 9Q: 3 clusters Score -507323.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -507413.281250 Penalty: 4302.062500
	Iteration 10Q: 3 clusters Score -507413.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -507483.406250 Penalty: 4302.062500
	Iteration 11Q: 3 clusters Score -507483.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -507564.468750 Penalty: 4302.062500
	Iteration 12Q: 3 clusters Score -507564.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -507632.625000 Penalty: 4302.062500
	Iteration 13Q: 3 clusters Score -507632.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -507690.562500 Penalty: 4302.062500
	Iteration 14Q: 3 clusters Score -507690.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -507749.125000 Penalty: 4302.062500
	Iteration 15Q: 3 clusters Score -507749.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -507812.656250 Penalty: 4302.062500
	Iteration 16Q: 3 clusters Score -507812.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -507877.500000 Penalty: 4302.062500
	Iteration 17Q: 3 clusters Score -507877.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -507938.562500 Penalty: 4302.062500
	Iteration 18Q: 3 clusters Score -507938.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -507991.937500 Penalty: 4302.062500
	Iteration 19Q: 3 clusters Score -507991.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -508042.625000 Penalty: 4302.062500
	Iteration 20F: 3 clusters Score -508042.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -508089.343750 Penalty: 4302.062500
	Iteration 21Q: 3 clusters Score -508089.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -508132.156250 Penalty: 4302.062500
	Iteration 22Q: 3 clusters Score -508132.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -508181.406250 Penalty: 4302.062500
	Iteration 23Q: 3 clusters Score -508181.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -508223.750000 Penalty: 4302.062500
	Iteration 24Q: 3 clusters Score -508223.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -508254.875000 Penalty: 4302.062500
	Iteration 25Q: 3 clusters Score -508254.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -508270.843750 Penalty: 4302.062500
	Iteration 26Q: 3 clusters Score -508270.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -508288.468750 Penalty: 4302.062500
	Iteration 27Q: 3 clusters Score -508288.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -508314.531250 Penalty: 4302.062500
	Iteration 28Q: 3 clusters Score -508314.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -508340.562500 Penalty: 4302.062500
	Iteration 29Q: 3 clusters Score -508340.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -508355.843750 Penalty: 4302.062500
	Iteration 30Q: 3 clusters Score -508355.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -508374.906250 Penalty: 4302.062500
	Iteration 31Q: 3 clusters Score -508374.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -508383.218750 Penalty: 4302.062500
	Iteration 32Q: 3 clusters Score -508383.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -508390.312500 Penalty: 4302.062500
	Iteration 33Q: 3 clusters Score -508390.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -508397.843750 Penalty: 4302.062500
	Iteration 34Q: 3 clusters Score -508397.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -508404.062500 Penalty: 4302.062500
	Iteration 35Q: 3 clusters Score -508404.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -508414.812500 Penalty: 4302.062500
	Iteration 36Q: 3 clusters Score -508414.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -508424.437500 Penalty: 4302.062500
	Iteration 37Q: 3 clusters Score -508424.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -508441.468750 Penalty: 4302.062500
	Iteration 38Q: 3 clusters Score -508441.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -508456.281250 Penalty: 4302.062500
	Iteration 39Q: 3 clusters Score -508456.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -508465.531250 Penalty: 4302.062500
	Iteration 40F: 3 clusters Score -508465.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -508471.062500 Penalty: 4302.062500
	Iteration 41Q: 3 clusters Score -508471.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -508477.593750 Penalty: 4302.062500
	Iteration 42Q: 3 clusters Score -508477.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -508480.656250 Penalty: 4302.062500
	Iteration 43Q: 3 clusters Score -508480.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -508480.875000 Penalty: 4302.062500
	Iteration 44Q: 3 clusters Score -508480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -508480.687500 Penalty: 4302.062500
	Iteration 45Q: 3 clusters Score -508480.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -508482.343750 Penalty: 4302.062500
	Iteration 46Q: 3 clusters Score -508482.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -508482.531250 Penalty: 4302.062500
	Iteration 47Q: 3 clusters Score -508482.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -508482.968750 Penalty: 4302.062500
	Iteration 48Q: 3 clusters Score -508483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -508482.968750 Penalty: 4302.062500
	Iteration 49F: 3 clusters Score -508483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Entering Unmasked Estep 
Score: -1776763.000000 Penalty: 2434.738281
	Iteration 0F: 2 clusters Score -1776763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1763795.750000 Penalty: 4869.476562
	Iteration 0F: 3 clusters Score -1763796 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1767954.375000 Penalty: 4869.476562
	Iteration 1F: 3 clusters Score -1767954 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1768292.750000 Penalty: 4869.476562
	Iteration 2F: 3 clusters Score -1768293 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1768548.000000 Penalty: 4869.476562
	Iteration 3Q: 3 clusters Score -1768548 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1768796.375000 Penalty: 4869.476562
	Iteration 4Q: 3 clusters Score -1768796 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1769027.750000 Penalty: 4869.476562
	Iteration 5Q: 3 clusters Score -1769028 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1769243.750000 Penalty: 4869.476562
	Iteration 6Q: 3 clusters Score -1769244 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1769450.125000 Penalty: 4869.476562
	Iteration 7Q: 3 clusters Score -1769450 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1769662.500000 Penalty: 4869.476562
	Iteration 8Q: 3 clusters Score -1769662 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1769854.875000 Penalty: 4869.476562
	Iteration 9Q: 3 clusters Score -1769855 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1770077.000000 Penalty: 4869.476562
	Iteration 10Q: 3 clusters Score -1770077 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1770328.125000 Penalty: 4869.476562
	Iteration 11Q: 3 clusters Score -1770328 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1770604.750000 Penalty: 4869.476562
	Iteration 12Q: 3 clusters Score -1770605 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1770904.000000 Penalty: 4869.476562
	Iteration 13Q: 3 clusters Score -1770904 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1771260.000000 Penalty: 4869.476562
	Iteration 14Q: 3 clusters Score -1771260 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1771656.750000 Penalty: 4869.476562
	Iteration 15Q: 3 clusters Score -1771657 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1772056.375000 Penalty: 4869.476562
	Iteration 16Q: 3 clusters Score -1772056 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1772537.125000 Penalty: 4869.476562
	Iteration 17Q: 3 clusters Score -1772537 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1772942.375000 Penalty: 4869.476562
	Iteration 18Q: 3 clusters Score -1772942 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1773284.375000 Penalty: 4869.476562
	Iteration 19Q: 3 clusters Score -1773284 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1773536.125000 Penalty: 4869.476562
	Iteration 20F: 3 clusters Score -1773536 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1773715.250000 Penalty: 4869.476562
	Iteration 21Q: 3 clusters Score -1773715 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1773855.125000 Penalty: 4869.476562
	Iteration 22Q: 3 clusters Score -1773855 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1773924.000000 Penalty: 4869.476562
	Iteration 23Q: 3 clusters Score -1773924 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1773977.500000 Penalty: 4869.476562
	Iteration 24Q: 3 clusters Score -1773978 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1774030.875000 Penalty: 4869.476562
	Iteration 25Q: 3 clusters Score -1774031 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1774073.500000 Penalty: 4869.476562
	Iteration 26Q: 3 clusters Score -1774074 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1774115.500000 Penalty: 4869.476562
	Iteration 27Q: 3 clusters Score -1774116 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1774142.500000 Penalty: 4869.476562
	Iteration 28Q: 3 clusters Score -1774142 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1774162.500000 Penalty: 4869.476562
	Iteration 29Q: 3 clusters Score -1774162 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1774193.500000 Penalty: 4869.476562
	Iteration 30Q: 3 clusters Score -1774194 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1774209.125000 Penalty: 4869.476562
	Iteration 31Q: 3 clusters Score -1774209 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1774229.250000 Penalty: 4869.476562
	Iteration 32Q: 3 clusters Score -1774229 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1774240.750000 Penalty: 4869.476562
	Iteration 33Q: 3 clusters Score -1774241 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1774252.125000 Penalty: 4869.476562
	Iteration 34Q: 3 clusters Score -1774252 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1774263.000000 Penalty: 4869.476562
	Iteration 35Q: 3 clusters Score -1774263 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1774278.375000 Penalty: 4869.476562
	Iteration 36Q: 3 clusters Score -1774278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1774284.500000 Penalty: 4869.476562
	Iteration 37Q: 3 clusters Score -1774284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1774286.625000 Penalty: 4869.476562
	Iteration 38Q: 3 clusters Score -1774287 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1774301.250000 Penalty: 4869.476562
	Iteration 39Q: 3 clusters Score -1774301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1774306.125000 Penalty: 4869.476562
	Iteration 40F: 3 clusters Score -1774306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1774316.125000 Penalty: 4869.476562
	Iteration 41Q: 3 clusters Score -1774316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1774314.500000 Penalty: 4869.476562
	Iteration 42Q: 3 clusters Score -1774314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1774323.875000 Penalty: 4869.476562
	Iteration 43Q: 3 clusters Score -1774324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1774329.125000 Penalty: 4869.476562
	Iteration 44Q: 3 clusters Score -1774329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1774342.375000 Penalty: 4869.476562
	Iteration 45Q: 3 clusters Score -1774342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1774346.625000 Penalty: 4869.476562
	Iteration 46Q: 3 clusters Score -1774347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1774348.375000 Penalty: 4869.476562
	Iteration 47Q: 3 clusters Score -1774348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1774355.000000 Penalty: 4869.476562
	Iteration 48Q: 3 clusters Score -1774355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1774360.250000 Penalty: 4869.476562
	Iteration 49Q: 3 clusters Score -1774360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1774358.500000 Penalty: 4869.476562
	Iteration 50Q: 3 clusters Score -1774358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1774363.500000 Penalty: 4869.476562
	Iteration 51Q: 3 clusters Score -1774364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1774365.875000 Penalty: 4869.476562
	Iteration 52Q: 3 clusters Score -1774366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1774368.000000 Penalty: 4869.476562
	Iteration 53Q: 3 clusters Score -1774368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1774369.625000 Penalty: 4869.476562
	Iteration 54Q: 3 clusters Score -1774370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1774367.875000 Penalty: 4869.476562
	Iteration 55Q: 3 clusters Score -1774368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1774369.375000 Penalty: 4869.476562
	Iteration 56Q: 3 clusters Score -1774369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1774369.000000 Penalty: 4869.476562
	Iteration 57Q: 3 clusters Score -1774369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1774371.875000 Penalty: 4869.476562
	Iteration 58Q: 3 clusters Score -1774372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1774375.875000 Penalty: 4869.476562
	Iteration 59Q: 3 clusters Score -1774376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1774381.625000 Penalty: 4869.476562
	Iteration 60F: 3 clusters Score -1774382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1774384.250000 Penalty: 4869.476562
	Iteration 61Q: 3 clusters Score -1774384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1774381.875000 Penalty: 4869.476562
	Iteration 62Q: 3 clusters Score -1774382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1774385.500000 Penalty: 4869.476562
	Iteration 63Q: 3 clusters Score -1774386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1774382.125000 Penalty: 4869.476562
	Iteration 64Q: 3 clusters Score -1774382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1774385.375000 Penalty: 4869.476562
	Iteration 65Q: 3 clusters Score -1774385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1774388.375000 Penalty: 4869.476562
	Iteration 66Q: 3 clusters Score -1774388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1774388.750000 Penalty: 4869.476562
	Iteration 67Q: 3 clusters Score -1774389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1774385.625000 Penalty: 4869.476562
	Iteration 68Q: 3 clusters Score -1774386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1774386.375000 Penalty: 4869.476562
	Iteration 69Q: 3 clusters Score -1774386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1774391.750000 Penalty: 4869.476562
	Iteration 70Q: 3 clusters Score -1774392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1774390.250000 Penalty: 4869.476562
	Iteration 71Q: 3 clusters Score -1774390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1774394.125000 Penalty: 4869.476562
	Iteration 72Q: 3 clusters Score -1774394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1774392.625000 Penalty: 4869.476562
	Iteration 73Q: 3 clusters Score -1774393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1774395.125000 Penalty: 4869.476562
	Iteration 74Q: 3 clusters Score -1774395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1774396.125000 Penalty: 4869.476562
	Iteration 75Q: 3 clusters Score -1774396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1774395.875000 Penalty: 4869.476562
	Iteration 76Q: 3 clusters Score -1774396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1774395.250000 Penalty: 4869.476562
	Iteration 77Q: 3 clusters Score -1774395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1774392.000000 Penalty: 4869.476562
	Iteration 78Q: 3 clusters Score -1774392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1774395.500000 Penalty: 4869.476562
	Iteration 79Q: 3 clusters Score -1774396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1774395.125000 Penalty: 4869.476562
	Iteration 80F: 3 clusters Score -1774395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1774397.625000 Penalty: 4869.476562
	Iteration 81Q: 3 clusters Score -1774398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1774397.375000 Penalty: 4869.476562
	Iteration 82Q: 3 clusters Score -1774397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1774400.000000 Penalty: 4869.476562
	Iteration 83Q: 3 clusters Score -1774400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1774400.000000 Penalty: 4869.476562
	Iteration 84F: 3 clusters Score -1774400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Entering Unmasked Estep 
Score: -1058153.500000 Penalty: 2318.155762
	Iteration 0F: 2 clusters Score -1058154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1049542.375000 Penalty: 4636.311523
	Iteration 0F: 3 clusters Score -1049542 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1052158.625000 Penalty: 4636.311523
	Iteration 1F: 3 clusters Score -1052159 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1052505.750000 Penalty: 4636.311523
	Iteration 2F: 3 clusters Score -1052506 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1052726.375000 Penalty: 4636.311523
	Iteration 3F: 3 clusters Score -1052726 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1052936.000000 Penalty: 4636.311523
	Iteration 4Q: 3 clusters Score -1052936 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1053111.875000 Penalty: 4636.311523
	Iteration 5Q: 3 clusters Score -1053112 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1053278.375000 Penalty: 4636.311523
	Iteration 6Q: 3 clusters Score -1053278 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1053460.625000 Penalty: 4636.311523
	Iteration 7Q: 3 clusters Score -1053461 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1053686.125000 Penalty: 4636.311523
	Iteration 8Q: 3 clusters Score -1053686 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1053963.375000 Penalty: 4636.311523
	Iteration 9Q: 3 clusters Score -1053963 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1054292.250000 Penalty: 4636.311523
	Iteration 10Q: 3 clusters Score -1054292 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1054627.500000 Penalty: 4636.311523
	Iteration 11Q: 3 clusters Score -1054628 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1054988.875000 Penalty: 4636.311523
	Iteration 12Q: 3 clusters Score -1054989 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1055327.875000 Penalty: 4636.311523
	Iteration 13Q: 3 clusters Score -1055328 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1055608.625000 Penalty: 4636.311523
	Iteration 14Q: 3 clusters Score -1055609 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1055848.125000 Penalty: 4636.311523
	Iteration 15Q: 3 clusters Score -1055848 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1056049.375000 Penalty: 4636.311523
	Iteration 16Q: 3 clusters Score -1056049 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1056214.750000 Penalty: 4636.311523
	Iteration 17Q: 3 clusters Score -1056215 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1056326.625000 Penalty: 4636.311523
	Iteration 18Q: 3 clusters Score -1056327 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1056419.875000 Penalty: 4636.311523
	Iteration 19Q: 3 clusters Score -1056420 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1056493.625000 Penalty: 4636.311523
	Iteration 20F: 3 clusters Score -1056494 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1056555.250000 Penalty: 4636.311523
	Iteration 21Q: 3 clusters Score -1056555 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1056587.000000 Penalty: 4636.311523
	Iteration 22Q: 3 clusters Score -1056587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1056609.750000 Penalty: 4636.311523
	Iteration 23Q: 3 clusters Score -1056610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1056625.250000 Penalty: 4636.311523
	Iteration 24Q: 3 clusters Score -1056625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1056638.625000 Penalty: 4636.311523
	Iteration 25Q: 3 clusters Score -1056639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1056645.125000 Penalty: 4636.311523
	Iteration 26Q: 3 clusters Score -1056645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1056652.875000 Penalty: 4636.311523
	Iteration 27Q: 3 clusters Score -1056653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1056654.750000 Penalty: 4636.311523
	Iteration 28Q: 3 clusters Score -1056655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1056657.625000 Penalty: 4636.311523
	Iteration 29Q: 3 clusters Score -1056658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1056662.500000 Penalty: 4636.311523
	Iteration 30Q: 3 clusters Score -1056662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1056669.250000 Penalty: 4636.311523
	Iteration 31Q: 3 clusters Score -1056669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1056669.125000 Penalty: 4636.311523
	Iteration 32Q: 3 clusters Score -1056669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1056670.250000 Penalty: 4636.311523
	Iteration 33Q: 3 clusters Score -1056670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1056670.250000 Penalty: 4636.311523
	Iteration 34F: 3 clusters Score -1056670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -813143.500000 Penalty: 2273.678711
	Iteration 0F: 2 clusters Score -813143.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -805732.625000 Penalty: 4547.357422
	Iteration 0F: 3 clusters Score -805732.6 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -808018.437500 Penalty: 4547.357422
	Iteration 1F: 3 clusters Score -808018.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -808410.750000 Penalty: 4547.357422
	Iteration 2F: 3 clusters Score -808410.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -808820.812500 Penalty: 4547.357422
	Iteration 3F: 3 clusters Score -808820.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -809284.937500 Penalty: 4547.357422
	Iteration 4F: 3 clusters Score -809284.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -809819.687500 Penalty: 4547.357422
	Iteration 5F: 3 clusters Score -809819.7 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -810290.250000 Penalty: 4547.357422
	Iteration 6F: 3 clusters Score -810290.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -810687.812500 Penalty: 4547.357422
	Iteration 7F: 3 clusters Score -810687.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -810993.062500 Penalty: 4547.357422
	Iteration 8Q: 3 clusters Score -810993.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -811223.500000 Penalty: 4547.357422
	Iteration 9Q: 3 clusters Score -811223.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -811415.812500 Penalty: 4547.357422
	Iteration 10Q: 3 clusters Score -811415.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -811536.187500 Penalty: 4547.357422
	Iteration 11Q: 3 clusters Score -811536.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -811628.812500 Penalty: 4547.357422
	Iteration 12Q: 3 clusters Score -811628.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -811707.625000 Penalty: 4547.357422
	Iteration 13Q: 3 clusters Score -811707.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -811779.250000 Penalty: 4547.357422
	Iteration 14Q: 3 clusters Score -811779.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -811845.687500 Penalty: 4547.357422
	Iteration 15Q: 3 clusters Score -811845.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -811908.437500 Penalty: 4547.357422
	Iteration 16Q: 3 clusters Score -811908.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -811946.687500 Penalty: 4547.357422
	Iteration 17Q: 3 clusters Score -811946.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -811988.750000 Penalty: 4547.357422
	Iteration 18Q: 3 clusters Score -811988.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -812033.187500 Penalty: 4547.357422
	Iteration 19Q: 3 clusters Score -812033.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -812085.687500 Penalty: 4547.357422
	Iteration 20F: 3 clusters Score -812085.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -812134.687500 Penalty: 4547.357422
	Iteration 21Q: 3 clusters Score -812134.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -812179.625000 Penalty: 4547.357422
	Iteration 22Q: 3 clusters Score -812179.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -812216.437500 Penalty: 4547.357422
	Iteration 23Q: 3 clusters Score -812216.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -812238.125000 Penalty: 4547.357422
	Iteration 24Q: 3 clusters Score -812238.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -812256.250000 Penalty: 4547.357422
	Iteration 25Q: 3 clusters Score -812256.2 nChanged 45
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: -812271.000000 Penalty: 4547.357422
	Iteration 26Q: 3 clusters Score -812271 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -812286.562500 Penalty: 4547.357422
	Iteration 27Q: 3 clusters Score -812286.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -812298.875000 Penalty: 4547.357422
	Iteration 28Q: 3 clusters Score -812298.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -812307.625000 Penalty: 4547.357422
	Iteration 29Q: 3 clusters Score -812307.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -812309.875000 Penalty: 4547.357422
	Iteration 30Q: 3 clusters Score -812309.9 nChanged 21
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: -812315.062500 Penalty: 4547.357422
	Iteration 31Q: 3 clusters Score -812315.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -812316.437500 Penalty: 4547.357422
	Iteration 32Q: 3 clusters Score -812316.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -812316.687500 Penalty: 4547.357422
	Iteration 33Q: 3 clusters Score -812316.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -812317.750000 Penalty: 4547.357422
	Iteration 34Q: 3 clusters Score -812317.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -812318.062500 Penalty: 4547.357422
	Iteration 35Q: 3 clusters Score -812318.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -812319.250000 Penalty: 4547.357422
	Iteration 36Q: 3 clusters Score -812319.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -812318.500000 Penalty: 4547.357422
	Iteration 37Q: 3 clusters Score -812318.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -812318.500000 Penalty: 4547.357422
	Iteration 38F: 3 clusters Score -812318.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Entering Unmasked Estep 
Score: -959464.187500 Penalty: 2289.464111
	Iteration 0F: 2 clusters Score -959464.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -951649.500000 Penalty: 4578.928223
	Iteration 0F: 3 clusters Score -951649.5 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -954009.937500 Penalty: 4578.928223
	Iteration 1F: 3 clusters Score -954009.9 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -954356.125000 Penalty: 4578.928223
	Iteration 2F: 3 clusters Score -954356.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -954680.562500 Penalty: 4578.928223
	Iteration 3F: 3 clusters Score -954680.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -955050.500000 Penalty: 4578.928223
	Iteration 4F: 3 clusters Score -955050.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -955473.375000 Penalty: 4578.928223
	Iteration 5F: 3 clusters Score -955473.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -955971.250000 Penalty: 4578.928223
	Iteration 6F: 3 clusters Score -955971.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -956518.312500 Penalty: 4578.928223
	Iteration 7F: 3 clusters Score -956518.3 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -957011.437500 Penalty: 4578.928223
	Iteration 8F: 3 clusters Score -957011.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -957430.687500 Penalty: 4578.928223
	Iteration 9F: 3 clusters Score -957430.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -957744.562500 Penalty: 4578.928223
	Iteration 10Q: 3 clusters Score -957744.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -958029.937500 Penalty: 4578.928223
	Iteration 11Q: 3 clusters Score -958029.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -958262.250000 Penalty: 4578.928223
	Iteration 12Q: 3 clusters Score -958262.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -958436.625000 Penalty: 4578.928223
	Iteration 13Q: 3 clusters Score -958436.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -958552.000000 Penalty: 4578.928223
	Iteration 14Q: 3 clusters Score -958552 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -958621.187500 Penalty: 4578.928223
	Iteration 15Q: 3 clusters Score -958621.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -958649.875000 Penalty: 4578.928223
	Iteration 16Q: 3 clusters Score -958649.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -958664.375000 Penalty: 4578.928223
	Iteration 17Q: 3 clusters Score -958664.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -958670.437500 Penalty: 4578.928223
	Iteration 18Q: 3 clusters Score -958670.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -958673.062500 Penalty: 4578.928223
	Iteration 19Q: 3 clusters Score -958673.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -958675.562500 Penalty: 4578.928223
	Iteration 20F: 3 clusters Score -958675.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -958675.687500 Penalty: 4578.928223
	Iteration 21Q: 3 clusters Score -958675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -958676.062500 Penalty: 4578.928223
	Iteration 22Q: 3 clusters Score -958676.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -958676.250000 Penalty: 4578.928223
	Iteration 23Q: 3 clusters Score -958676.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -958676.562500 Penalty: 4578.928223
	Iteration 24Q: 3 clusters Score -958676.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -958678.250000 Penalty: 4578.928223
	Iteration 25Q: 3 clusters Score -958678.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -958679.000000 Penalty: 4578.928223
	Iteration 26Q: 3 clusters Score -958679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -958679.000000 Penalty: 4578.928223
	Iteration 27F: 3 clusters Score -958679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Entering Unmasked Estep 
Score: -2463797.250000 Penalty: 2517.915039
	Iteration 0F: 2 clusters Score -2463797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2446069.250000 Penalty: 5035.830078
	Iteration 0F: 3 clusters Score -2446069 nChanged 11495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2452398.500000 Penalty: 5035.830078
	Iteration 1F: 3 clusters Score -2452398 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2452974.000000 Penalty: 5035.830078
	Iteration 2F: 3 clusters Score -2452974 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2453733.250000 Penalty: 5035.830078
	Iteration 3F: 3 clusters Score -2453733 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2454780.250000 Penalty: 5035.830078
	Iteration 4F: 3 clusters Score -2454780 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2456242.750000 Penalty: 5035.830078
	Iteration 5F: 3 clusters Score -2456243 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2457821.250000 Penalty: 5035.830078
	Iteration 6F: 3 clusters Score -2457821 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2459255.000000 Penalty: 5035.830078
	Iteration 7F: 3 clusters Score -2459255 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2460320.000000 Penalty: 5035.830078
	Iteration 8Q: 3 clusters Score -2460320 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2461092.250000 Penalty: 5035.830078
	Iteration 9Q: 3 clusters Score -2461092 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2461645.750000 Penalty: 5035.830078
	Iteration 10Q: 3 clusters Score -2461646 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2462064.500000 Penalty: 5035.830078
	Iteration 11Q: 3 clusters Score -2462064 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2462332.250000 Penalty: 5035.830078
	Iteration 12Q: 3 clusters Score -2462332 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2462516.750000 Penalty: 5035.830078
	Iteration 13Q: 3 clusters Score -2462517 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2462648.500000 Penalty: 5035.830078
	Iteration 14Q: 3 clusters Score -2462648 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2462747.250000 Penalty: 5035.830078
	Iteration 15Q: 3 clusters Score -2462747 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2462828.750000 Penalty: 5035.830078
	Iteration 16Q: 3 clusters Score -2462829 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2462887.000000 Penalty: 5035.830078
	Iteration 17Q: 3 clusters Score -2462887 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2462912.250000 Penalty: 5035.830078
	Iteration 18Q: 3 clusters Score -2462912 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2462936.000000 Penalty: 5035.830078
	Iteration 19Q: 3 clusters Score -2462936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2462955.000000 Penalty: 5035.830078
	Iteration 20F: 3 clusters Score -2462955 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2462965.250000 Penalty: 5035.830078
	Iteration 21Q: 3 clusters Score -2462965 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2462977.000000 Penalty: 5035.830078
	Iteration 22Q: 3 clusters Score -2462977 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2462981.500000 Penalty: 5035.830078
	Iteration 23Q: 3 clusters Score -2462982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2462990.000000 Penalty: 5035.830078
	Iteration 24Q: 3 clusters Score -2462990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2462997.500000 Penalty: 5035.830078
	Iteration 25Q: 3 clusters Score -2462998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2462998.750000 Penalty: 5035.830078
	Iteration 26Q: 3 clusters Score -2462999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2462999.500000 Penalty: 5035.830078
	Iteration 27Q: 3 clusters Score -2463000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2463003.250000 Penalty: 5035.830078
	Iteration 28Q: 3 clusters Score -2463003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2463005.000000 Penalty: 5035.830078
	Iteration 29Q: 3 clusters Score -2463005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2463004.250000 Penalty: 5035.830078
	Iteration 30Q: 3 clusters Score -2463004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2463004.000000 Penalty: 5035.830078
	Iteration 31Q: 3 clusters Score -2463004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2463004.000000 Penalty: 5035.830078
	Iteration 32F: 3 clusters Score -2463004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Entering Unmasked Estep 
Score: -814577.125000 Penalty: 2253.052734
	Iteration 0F: 2 clusters Score -814577.1 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 4406 members 
Entering Unmasked Estep 
Score: -807681.062500 Penalty: 4506.105469
	Iteration 0F: 3 clusters Score -807681.1 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -809655.000000 Penalty: 4506.105469
	Iteration 1F: 3 clusters Score -809655 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -809974.375000 Penalty: 4506.105469
	Iteration 2F: 3 clusters Score -809974.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -810187.375000 Penalty: 4506.105469
	Iteration 3F: 3 clusters Score -810187.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -810358.312500 Penalty: 4506.105469
	Iteration 4Q: 3 clusters Score -810358.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -810474.125000 Penalty: 4506.105469
	Iteration 5Q: 3 clusters Score -810474.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -810583.125000 Penalty: 4506.105469
	Iteration 6Q: 3 clusters Score -810583.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -810691.250000 Penalty: 4506.105469
	Iteration 7Q: 3 clusters Score -810691.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -810780.625000 Penalty: 4506.105469
	Iteration 8Q: 3 clusters Score -810780.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -810871.812500 Penalty: 4506.105469
	Iteration 9Q: 3 clusters Score -810871.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -810972.562500 Penalty: 4506.105469
	Iteration 10Q: 3 clusters Score -810972.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -811091.312500 Penalty: 4506.105469
	Iteration 11Q: 3 clusters Score -811091.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -811210.000000 Penalty: 4506.105469
	Iteration 12Q: 3 clusters Score -811210 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -811327.687500 Penalty: 4506.105469
	Iteration 13Q: 3 clusters Score -811327.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -811454.250000 Penalty: 4506.105469
	Iteration 14Q: 3 clusters Score -811454.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -811593.812500 Penalty: 4506.105469
	Iteration 15Q: 3 clusters Score -811593.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -811749.937500 Penalty: 4506.105469
	Iteration 16Q: 3 clusters Score -811749.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -811910.250000 Penalty: 4506.105469
	Iteration 17Q: 3 clusters Score -811910.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -812082.937500 Penalty: 4506.105469
	Iteration 18Q: 3 clusters Score -812082.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -812233.187500 Penalty: 4506.105469
	Iteration 19Q: 3 clusters Score -812233.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -812366.500000 Penalty: 4506.105469
	Iteration 20F: 3 clusters Score -812366.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -812487.312500 Penalty: 4506.105469
	Iteration 21Q: 3 clusters Score -812487.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -812620.437500 Penalty: 4506.105469
	Iteration 22Q: 3 clusters Score -812620.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -812747.312500 Penalty: 4506.105469
	Iteration 23Q: 3 clusters Score -812747.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -812860.000000 Penalty: 4506.105469
	Iteration 24Q: 3 clusters Score -812860 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -812950.375000 Penalty: 4506.105469
	Iteration 25Q: 3 clusters Score -812950.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -813009.625000 Penalty: 4506.105469
	Iteration 26Q: 3 clusters Score -813009.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -813056.500000 Penalty: 4506.105469
	Iteration 27Q: 3 clusters Score -813056.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -813088.750000 Penalty: 4506.105469
	Iteration 28Q: 3 clusters Score -813088.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -813119.937500 Penalty: 4506.105469
	Iteration 29Q: 3 clusters Score -813119.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -813146.312500 Penalty: 4506.105469
	Iteration 30Q: 3 clusters Score -813146.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -813160.250000 Penalty: 4506.105469
	Iteration 31Q: 3 clusters Score -813160.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -813170.000000 Penalty: 4506.105469
	Iteration 32Q: 3 clusters Score -813170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -813178.062500 Penalty: 4506.105469
	Iteration 33Q: 3 clusters Score -813178.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -813185.062500 Penalty: 4506.105469
	Iteration 34Q: 3 clusters Score -813185.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -813190.375000 Penalty: 4506.105469
	Iteration 35Q: 3 clusters Score -813190.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -813192.937500 Penalty: 4506.105469
	Iteration 36Q: 3 clusters Score -813192.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -813194.625000 Penalty: 4506.105469
	Iteration 37Q: 3 clusters Score -813194.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -813199.687500 Penalty: 4506.105469
	Iteration 38Q: 3 clusters Score -813199.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -813200.750000 Penalty: 4506.105469
	Iteration 39Q: 3 clusters Score -813200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -813203.625000 Penalty: 4506.105469
	Iteration 40F: 3 clusters Score -813203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -813203.937500 Penalty: 4506.105469
	Iteration 41Q: 3 clusters Score -813203.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -813207.062500 Penalty: 4506.105469
	Iteration 42Q: 3 clusters Score -813207.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -813207.875000 Penalty: 4506.105469
	Iteration 43Q: 3 clusters Score -813207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -813209.250000 Penalty: 4506.105469
	Iteration 44Q: 3 clusters Score -813209.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -813210.437500 Penalty: 4506.105469
	Iteration 45Q: 3 clusters Score -813210.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -813212.812500 Penalty: 4506.105469
	Iteration 46Q: 3 clusters Score -813212.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -813213.875000 Penalty: 4506.105469
	Iteration 47Q: 3 clusters Score -813213.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -813215.187500 Penalty: 4506.105469
	Iteration 48Q: 3 clusters Score -813215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -813216.500000 Penalty: 4506.105469
	Iteration 49Q: 3 clusters Score -813216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -813217.375000 Penalty: 4506.105469
	Iteration 50Q: 3 clusters Score -813217.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -813217.375000 Penalty: 4506.105469
	Iteration 51F: 3 clusters Score -813217.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Entering Unmasked Estep 
Score: -392303.312500 Penalty: 2068.314697
	Iteration 0F: 2 clusters Score -392303.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -388277.531250 Penalty: 4136.629395
	Iteration 0F: 3 clusters Score -388277.5 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -389146.843750 Penalty: 4136.629395
	Iteration 1F: 3 clusters Score -389146.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -389340.375000 Penalty: 4136.629395
	Iteration 2F: 3 clusters Score -389340.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -389469.843750 Penalty: 4136.629395
	Iteration 3Q: 3 clusters Score -389469.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -389569.625000 Penalty: 4136.629395
	Iteration 4Q: 3 clusters Score -389569.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -389650.781250 Penalty: 4136.629395
	Iteration 5Q: 3 clusters Score -389650.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -389729.437500 Penalty: 4136.629395
	Iteration 6Q: 3 clusters Score -389729.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -389792.875000 Penalty: 4136.629395
	Iteration 7Q: 3 clusters Score -389792.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -389839.687500 Penalty: 4136.629395
	Iteration 8Q: 3 clusters Score -389839.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -389876.906250 Penalty: 4136.629395
	Iteration 9Q: 3 clusters Score -389876.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -389904.906250 Penalty: 4136.629395
	Iteration 10Q: 3 clusters Score -389904.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -389926.062500 Penalty: 4136.629395
	Iteration 11Q: 3 clusters Score -389926.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -389945.718750 Penalty: 4136.629395
	Iteration 12Q: 3 clusters Score -389945.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -389962.968750 Penalty: 4136.629395
	Iteration 13Q: 3 clusters Score -389963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -389979.562500 Penalty: 4136.629395
	Iteration 14Q: 3 clusters Score -389979.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -389992.687500 Penalty: 4136.629395
	Iteration 15Q: 3 clusters Score -389992.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -390000.531250 Penalty: 4136.629395
	Iteration 16Q: 3 clusters Score -390000.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -390006.781250 Penalty: 4136.629395
	Iteration 17Q: 3 clusters Score -390006.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -390014.531250 Penalty: 4136.629395
	Iteration 18Q: 3 clusters Score -390014.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -390019.437500 Penalty: 4136.629395
	Iteration 19Q: 3 clusters Score -390019.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -390025.218750 Penalty: 4136.629395
	Iteration 20F: 3 clusters Score -390025.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -390030.906250 Penalty: 4136.629395
	Iteration 21Q: 3 clusters Score -390030.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -390034.000000 Penalty: 4136.629395
	Iteration 22Q: 3 clusters Score -390034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -390037.843750 Penalty: 4136.629395
	Iteration 23Q: 3 clusters Score -390037.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -390041.687500 Penalty: 4136.629395
	Iteration 24Q: 3 clusters Score -390041.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -390043.718750 Penalty: 4136.629395
	Iteration 25Q: 3 clusters Score -390043.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -390045.000000 Penalty: 4136.629395
	Iteration 26Q: 3 clusters Score -390045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -390045.718750 Penalty: 4136.629395
	Iteration 27Q: 3 clusters Score -390045.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -390047.187500 Penalty: 4136.629395
	Iteration 28Q: 3 clusters Score -390047.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -390047.031250 Penalty: 4136.629395
	Iteration 29Q: 3 clusters Score -390047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -390048.000000 Penalty: 4136.629395
	Iteration 30Q: 3 clusters Score -390048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -390049.750000 Penalty: 4136.629395
	Iteration 31Q: 3 clusters Score -390049.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -390051.406250 Penalty: 4136.629395
	Iteration 32Q: 3 clusters Score -390051.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -390054.937500 Penalty: 4136.629395
	Iteration 33Q: 3 clusters Score -390054.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -390060.031250 Penalty: 4136.629395
	Iteration 34Q: 3 clusters Score -390060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -390065.718750 Penalty: 4136.629395
	Iteration 35Q: 3 clusters Score -390065.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -390073.187500 Penalty: 4136.629395
	Iteration 36Q: 3 clusters Score -390073.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -390078.656250 Penalty: 4136.629395
	Iteration 37Q: 3 clusters Score -390078.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -390084.875000 Penalty: 4136.629395
	Iteration 38Q: 3 clusters Score -390084.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -390091.843750 Penalty: 4136.629395
	Iteration 39Q: 3 clusters Score -390091.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -390096.156250 Penalty: 4136.629395
	Iteration 40F: 3 clusters Score -390096.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -390099.250000 Penalty: 4136.629395
	Iteration 41Q: 3 clusters Score -390099.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -390101.750000 Penalty: 4136.629395
	Iteration 42Q: 3 clusters Score -390101.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -390104.875000 Penalty: 4136.629395
	Iteration 43Q: 3 clusters Score -390104.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -390107.406250 Penalty: 4136.629395
	Iteration 44Q: 3 clusters Score -390107.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -390110.718750 Penalty: 4136.629395
	Iteration 45Q: 3 clusters Score -390110.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -390116.687500 Penalty: 4136.629395
	Iteration 46Q: 3 clusters Score -390116.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -390119.406250 Penalty: 4136.629395
	Iteration 47Q: 3 clusters Score -390119.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -390122.281250 Penalty: 4136.629395
	Iteration 48Q: 3 clusters Score -390122.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -390129.562500 Penalty: 4136.629395
	Iteration 49Q: 3 clusters Score -390129.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -390135.968750 Penalty: 4136.629395
	Iteration 50Q: 3 clusters Score -390136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -390142.843750 Penalty: 4136.629395
	Iteration 51Q: 3 clusters Score -390142.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -390147.937500 Penalty: 4136.629395
	Iteration 52Q: 3 clusters Score -390147.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -390152.687500 Penalty: 4136.629395
	Iteration 53Q: 3 clusters Score -390152.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -390156.687500 Penalty: 4136.629395
	Iteration 54Q: 3 clusters Score -390156.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -390158.843750 Penalty: 4136.629395
	Iteration 55Q: 3 clusters Score -390158.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -390161.562500 Penalty: 4136.629395
	Iteration 56Q: 3 clusters Score -390161.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -390164.531250 Penalty: 4136.629395
	Iteration 57Q: 3 clusters Score -390164.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -390166.968750 Penalty: 4136.629395
	Iteration 58Q: 3 clusters Score -390167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -390169.000000 Penalty: 4136.629395
	Iteration 59Q: 3 clusters Score -390169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -390170.875000 Penalty: 4136.629395
	Iteration 60F: 3 clusters Score -390170.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -390171.218750 Penalty: 4136.629395
	Iteration 61Q: 3 clusters Score -390171.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -390171.218750 Penalty: 4136.629395
	Iteration 62F: 3 clusters Score -390171.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134890 members 
Mstep: Class 2 contains 10314 members 
Mstep: Class 3 contains 230412 members 
Mstep: Class 4 contains 12661 members 
Mstep: Class 5 contains 30605 members 
Mstep: Class 6 contains 310664 members 
Mstep: Class 7 contains 97719 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32694 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 225518 members 
Mstep: Class 12 contains 65374 members 
Mstep: Class 13 contains 21062 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221200 members 
Mstep: Class 16 contains 7944 members 
Mstep: Class 17 contains 8910 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5267 members 
Mstep: Class 20 contains 4973 members 
Mstep: Class 21 contains 6962 members 
Mstep: Class 22 contains 102813 members 
Mstep: Class 23 contains 5352 members 
Mstep: Class 24 contains 14140 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 11469 members 
Mstep: Class 28 contains 9586 members 
Mstep: Class 29 contains 10216 members 
Mstep: Class 30 contains 25665 members 
Mstep: Class 31 contains 8821 members 
Mstep: Class 32 contains 4188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694752.000000 Penalty: 113719.265625
Iteration 159Q: 33 clusters Score -1.576948e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134885 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230412 members 
Mstep: Class 4 contains 12662 members 
Mstep: Class 5 contains 30600 members 
Mstep: Class 6 contains 310660 members 
Mstep: Class 7 contains 97713 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32637 members 
Mstep: Class 10 contains 7557 members 
Mstep: Class 11 contains 225518 members 
Mstep: Class 12 contains 65374 members 
Mstep: Class 13 contains 21083 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221197 members 
Mstep: Class 16 contains 7954 members 
Mstep: Class 17 contains 8916 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5274 members 
Mstep: Class 20 contains 4972 members 
Mstep: Class 21 contains 6969 members 
Mstep: Class 22 contains 102812 members 
Mstep: Class 23 contains 5354 members 
Mstep: Class 24 contains 14140 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 11461 members 
Mstep: Class 28 contains 9594 members 
Mstep: Class 29 contains 10214 members 
Mstep: Class 30 contains 25667 members 
Mstep: Class 31 contains 8828 members 
Mstep: Class 32 contains 4205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694720.000000 Penalty: 113719.265625
Iteration 160F: 33 clusters Score -1.576947e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134886 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230411 members 
Mstep: Class 4 contains 12662 members 
Mstep: Class 5 contains 30592 members 
Mstep: Class 6 contains 310656 members 
Mstep: Class 7 contains 97705 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32562 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 225517 members 
Mstep: Class 12 contains 65374 members 
Mstep: Class 13 contains 21103 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221214 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 8917 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5275 members 
Mstep: Class 20 contains 4972 members 
Mstep: Class 21 contains 6981 members 
Mstep: Class 22 contains 102812 members 
Mstep: Class 23 contains 5356 members 
Mstep: Class 24 contains 14140 members 
Mstep: Class 25 contains 5847 members 
Mstep: Class 26 contains 18353 members 
Mstep: Class 27 contains 11447 members 
Mstep: Class 28 contains 9599 members 
Mstep: Class 29 contains 10212 members 
Mstep: Class 30 contains 25668 members 
Mstep: Class 31 contains 8840 members 
Mstep: Class 32 contains 4232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694896.000000 Penalty: 113719.265625
Iteration 161Q: 33 clusters Score -1.576949e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134888 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230411 members 
Mstep: Class 4 contains 12662 members 
Mstep: Class 5 contains 30584 members 
Mstep: Class 6 contains 310656 members 
Mstep: Class 7 contains 97704 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32503 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 225516 members 
Mstep: Class 12 contains 65375 members 
Mstep: Class 13 contains 21114 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221230 members 
Mstep: Class 16 contains 7973 members 
Mstep: Class 17 contains 8919 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5273 members 
Mstep: Class 20 contains 4971 members 
Mstep: Class 21 contains 6990 members 
Mstep: Class 22 contains 102812 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 14141 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 11430 members 
Mstep: Class 28 contains 9601 members 
Mstep: Class 29 contains 10207 members 
Mstep: Class 30 contains 25670 members 
Mstep: Class 31 contains 8847 members 
Mstep: Class 32 contains 4255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695040.000000 Penalty: 113719.265625
Iteration 162Q: 33 clusters Score -1.57695e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134887 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230411 members 
Mstep: Class 4 contains 12662 members 
Mstep: Class 5 contains 30581 members 
Mstep: Class 6 contains 310648 members 
Mstep: Class 7 contains 97705 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32454 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 225513 members 
Mstep: Class 12 contains 65376 members 
Mstep: Class 13 contains 21129 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221230 members 
Mstep: Class 16 contains 7985 members 
Mstep: Class 17 contains 8918 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5273 members 
Mstep: Class 20 contains 4973 members 
Mstep: Class 21 contains 6998 members 
Mstep: Class 22 contains 102812 members 
Mstep: Class 23 contains 5364 members 
Mstep: Class 24 contains 14142 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 18353 members 
Mstep: Class 27 contains 11424 members 
Mstep: Class 28 contains 9599 members 
Mstep: Class 29 contains 10201 members 
Mstep: Class 30 contains 25673 members 
Mstep: Class 31 contains 8850 members 
Mstep: Class 32 contains 4282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694960.000000 Penalty: 113719.265625
Iteration 163Q: 33 clusters Score -1.57695e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134878 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230413 members 
Mstep: Class 4 contains 12662 members 
Mstep: Class 5 contains 30577 members 
Mstep: Class 6 contains 310645 members 
Mstep: Class 7 contains 97705 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32403 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 225512 members 
Mstep: Class 12 contains 65374 members 
Mstep: Class 13 contains 21136 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221232 members 
Mstep: Class 16 contains 7990 members 
Mstep: Class 17 contains 8917 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5272 members 
Mstep: Class 20 contains 4977 members 
Mstep: Class 21 contains 7008 members 
Mstep: Class 22 contains 102813 members 
Mstep: Class 23 contains 5368 members 
Mstep: Class 24 contains 14142 members 
Mstep: Class 25 contains 5852 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 11421 members 
Mstep: Class 28 contains 9599 members 
Mstep: Class 29 contains 10202 members 
Mstep: Class 30 contains 25677 members 
Mstep: Class 31 contains 8854 members 
Mstep: Class 32 contains 4312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694896.000000 Penalty: 113719.265625
Iteration 164Q: 33 clusters Score -1.576949e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134878 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230413 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 30571 members 
Mstep: Class 6 contains 310638 members 
Mstep: Class 7 contains 97705 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32354 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 225513 members 
Mstep: Class 12 contains 65374 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221236 members 
Mstep: Class 16 contains 7999 members 
Mstep: Class 17 contains 8917 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5272 members 
Mstep: Class 20 contains 4980 members 
Mstep: Class 21 contains 7017 members 
Mstep: Class 22 contains 102813 members 
Mstep: Class 23 contains 5373 members 
Mstep: Class 24 contains 14143 members 
Mstep: Class 25 contains 5852 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 11416 members 
Mstep: Class 28 contains 9594 members 
Mstep: Class 29 contains 10202 members 
Mstep: Class 30 contains 25681 members 
Mstep: Class 31 contains 8855 members 
Mstep: Class 32 contains 4337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694960.000000 Penalty: 113719.265625
Iteration 165Q: 33 clusters Score -1.57695e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134878 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230412 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 30574 members 
Mstep: Class 6 contains 310638 members 
Mstep: Class 7 contains 97703 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32314 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 225513 members 
Mstep: Class 12 contains 65374 members 
Mstep: Class 13 contains 21156 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221233 members 
Mstep: Class 16 contains 8002 members 
Mstep: Class 17 contains 8919 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 5272 members 
Mstep: Class 20 contains 4982 members 
Mstep: Class 21 contains 7022 members 
Mstep: Class 22 contains 102813 members 
Mstep: Class 23 contains 5377 members 
Mstep: Class 24 contains 14145 members 
Mstep: Class 25 contains 5852 members 
Mstep: Class 26 contains 18349 members 
Mstep: Class 27 contains 11414 members 
Mstep: Class 28 contains 9594 members 
Mstep: Class 29 contains 10202 members 
Mstep: Class 30 contains 25680 members 
Mstep: Class 31 contains 8856 members 
Mstep: Class 32 contains 4356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695152.000000 Penalty: 113719.265625
Iteration 166Q: 33 clusters Score -1.576952e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134878 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230413 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 30571 members 
Mstep: Class 6 contains 310635 members 
Mstep: Class 7 contains 97704 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32277 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 225505 members 
Mstep: Class 12 contains 65372 members 
Mstep: Class 13 contains 21166 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221233 members 
Mstep: Class 16 contains 8004 members 
Mstep: Class 17 contains 8919 members 
Mstep: Class 18 contains 4536 members 
Mstep: Class 19 contains 5271 members 
Mstep: Class 20 contains 4985 members 
Mstep: Class 21 contains 7033 members 
Mstep: Class 22 contains 102813 members 
Mstep: Class 23 contains 5380 members 
Mstep: Class 24 contains 14146 members 
Mstep: Class 25 contains 5852 members 
Mstep: Class 26 contains 18350 members 
Mstep: Class 27 contains 11414 members 
Mstep: Class 28 contains 9595 members 
Mstep: Class 29 contains 10202 members 
Mstep: Class 30 contains 25682 members 
Mstep: Class 31 contains 8855 members 
Mstep: Class 32 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695120.000000 Penalty: 113719.265625
Iteration 167Q: 33 clusters Score -1.576951e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134876 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230413 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 30567 members 
Mstep: Class 6 contains 310633 members 
Mstep: Class 7 contains 97708 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32234 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 225502 members 
Mstep: Class 12 contains 65372 members 
Mstep: Class 13 contains 21177 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221230 members 
Mstep: Class 16 contains 8005 members 
Mstep: Class 17 contains 8921 members 
Mstep: Class 18 contains 4537 members 
Mstep: Class 19 contains 5272 members 
Mstep: Class 20 contains 4984 members 
Mstep: Class 21 contains 7039 members 
Mstep: Class 22 contains 102813 members 
Mstep: Class 23 contains 5385 members 
Mstep: Class 24 contains 14147 members 
Mstep: Class 25 contains 5852 members 
Mstep: Class 26 contains 18351 members 
Mstep: Class 27 contains 11416 members 
Mstep: Class 28 contains 9601 members 
Mstep: Class 29 contains 10202 members 
Mstep: Class 30 contains 25683 members 
Mstep: Class 31 contains 8854 members 
Mstep: Class 32 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695104.000000 Penalty: 113719.265625
Iteration 168Q: 33 clusters Score -1.576951e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134878 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230413 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 30564 members 
Mstep: Class 6 contains 310637 members 
Mstep: Class 7 contains 97710 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32188 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 11 contains 225496 members 
Mstep: Class 12 contains 65370 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221236 members 
Mstep: Class 16 contains 8008 members 
Mstep: Class 17 contains 8920 members 
Mstep: Class 18 contains 4537 members 
Mstep: Class 19 contains 5274 members 
Mstep: Class 20 contains 4984 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 102812 members 
Mstep: Class 23 contains 5385 members 
Mstep: Class 24 contains 14147 members 
Mstep: Class 25 contains 5852 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 11420 members 
Mstep: Class 28 contains 9605 members 
Mstep: Class 29 contains 10204 members 
Mstep: Class 30 contains 25688 members 
Mstep: Class 31 contains 8850 members 
Mstep: Class 32 contains 4402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695168.000000 Penalty: 113719.265625
Iteration 169Q: 33 clusters Score -1.576952e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134876 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230414 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 30564 members 
Mstep: Class 6 contains 310632 members 
Mstep: Class 7 contains 97705 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32145 members 
Mstep: Class 10 contains 7565 members 
Mstep: Class 11 contains 225495 members 
Mstep: Class 12 contains 65371 members 
Mstep: Class 13 contains 21190 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221235 members 
Mstep: Class 16 contains 8012 members 
Mstep: Class 17 contains 8921 members 
Mstep: Class 18 contains 4537 members 
Mstep: Class 19 contains 5275 members 
Mstep: Class 20 contains 4985 members 
Mstep: Class 21 contains 7064 members 
Mstep: Class 22 contains 102812 members 
Mstep: Class 23 contains 5387 members 
Mstep: Class 24 contains 14147 members 
Mstep: Class 25 contains 5852 members 
Mstep: Class 26 contains 18353 members 
Mstep: Class 27 contains 11420 members 
Mstep: Class 28 contains 9609 members 
Mstep: Class 29 contains 10205 members 
Mstep: Class 30 contains 25689 members 
Mstep: Class 31 contains 8849 members 
Mstep: Class 32 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695296.000000 Penalty: 113719.265625
Iteration 170Q: 33 clusters Score -1.576953e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134875 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230411 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 30565 members 
Mstep: Class 6 contains 310622 members 
Mstep: Class 7 contains 97707 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32114 members 
Mstep: Class 10 contains 7566 members 
Mstep: Class 11 contains 225493 members 
Mstep: Class 12 contains 65370 members 
Mstep: Class 13 contains 21196 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221238 members 
Mstep: Class 16 contains 8018 members 
Mstep: Class 17 contains 8922 members 
Mstep: Class 18 contains 4537 members 
Mstep: Class 19 contains 5275 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 7078 members 
Mstep: Class 22 contains 102813 members 
Mstep: Class 23 contains 5388 members 
Mstep: Class 24 contains 14146 members 
Mstep: Class 25 contains 5853 members 
Mstep: Class 26 contains 18354 members 
Mstep: Class 27 contains 11417 members 
Mstep: Class 28 contains 9610 members 
Mstep: Class 29 contains 10205 members 
Mstep: Class 30 contains 25687 members 
Mstep: Class 31 contains 8848 members 
Mstep: Class 32 contains 4433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695216.000000 Penalty: 113719.265625
Iteration 171Q: 33 clusters Score -1.576952e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134873 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230411 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 30565 members 
Mstep: Class 6 contains 310618 members 
Mstep: Class 7 contains 97714 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32066 members 
Mstep: Class 10 contains 7567 members 
Mstep: Class 11 contains 225492 members 
Mstep: Class 12 contains 65370 members 
Mstep: Class 13 contains 21203 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221245 members 
Mstep: Class 16 contains 8027 members 
Mstep: Class 17 contains 8921 members 
Mstep: Class 18 contains 4537 members 
Mstep: Class 19 contains 5275 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 7090 members 
Mstep: Class 22 contains 102814 members 
Mstep: Class 23 contains 5389 members 
Mstep: Class 24 contains 14146 members 
Mstep: Class 25 contains 5854 members 
Mstep: Class 26 contains 18353 members 
Mstep: Class 27 contains 11420 members 
Mstep: Class 28 contains 9610 members 
Mstep: Class 29 contains 10203 members 
Mstep: Class 30 contains 25688 members 
Mstep: Class 31 contains 8841 members 
Mstep: Class 32 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695168.000000 Penalty: 113719.265625
Iteration 172Q: 33 clusters Score -1.576952e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134870 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230410 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30558 members 
Mstep: Class 6 contains 310615 members 
Mstep: Class 7 contains 97717 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 32009 members 
Mstep: Class 10 contains 7571 members 
Mstep: Class 11 contains 225494 members 
Mstep: Class 12 contains 65370 members 
Mstep: Class 13 contains 21207 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221252 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 8920 members 
Mstep: Class 18 contains 4537 members 
Mstep: Class 19 contains 5275 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 7106 members 
Mstep: Class 22 contains 102814 members 
Mstep: Class 23 contains 5391 members 
Mstep: Class 24 contains 14146 members 
Mstep: Class 25 contains 5852 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 11421 members 
Mstep: Class 28 contains 9612 members 
Mstep: Class 29 contains 10205 members 
Mstep: Class 30 contains 25691 members 
Mstep: Class 31 contains 8835 members 
Mstep: Class 32 contains 4469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695280.000000 Penalty: 113719.265625
Iteration 173Q: 33 clusters Score -1.576953e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134869 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230409 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30556 members 
Mstep: Class 6 contains 310612 members 
Mstep: Class 7 contains 97715 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 31954 members 
Mstep: Class 10 contains 7572 members 
Mstep: Class 11 contains 225492 members 
Mstep: Class 12 contains 65370 members 
Mstep: Class 13 contains 21211 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221248 members 
Mstep: Class 16 contains 8065 members 
Mstep: Class 17 contains 8919 members 
Mstep: Class 18 contains 4537 members 
Mstep: Class 19 contains 5274 members 
Mstep: Class 20 contains 4985 members 
Mstep: Class 21 contains 7124 members 
Mstep: Class 22 contains 102814 members 
Mstep: Class 23 contains 5391 members 
Mstep: Class 24 contains 14147 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 18350 members 
Mstep: Class 27 contains 11426 members 
Mstep: Class 28 contains 9621 members 
Mstep: Class 29 contains 10201 members 
Mstep: Class 30 contains 25695 members 
Mstep: Class 31 contains 8825 members 
Mstep: Class 32 contains 4493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695440.000000 Penalty: 113719.265625
Iteration 174Q: 33 clusters Score -1.576954e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134866 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230409 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30554 members 
Mstep: Class 6 contains 310612 members 
Mstep: Class 7 contains 97715 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 31896 members 
Mstep: Class 10 contains 7573 members 
Mstep: Class 11 contains 225492 members 
Mstep: Class 12 contains 65372 members 
Mstep: Class 13 contains 21216 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221244 members 
Mstep: Class 16 contains 8091 members 
Mstep: Class 17 contains 8920 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5273 members 
Mstep: Class 20 contains 4985 members 
Mstep: Class 21 contains 7144 members 
Mstep: Class 22 contains 102814 members 
Mstep: Class 23 contains 5389 members 
Mstep: Class 24 contains 14147 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 18351 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 9622 members 
Mstep: Class 29 contains 10199 members 
Mstep: Class 30 contains 25697 members 
Mstep: Class 31 contains 8810 members 
Mstep: Class 32 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695568.000000 Penalty: 113719.265625
Iteration 175Q: 33 clusters Score -1.576956e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134865 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230406 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30556 members 
Mstep: Class 6 contains 310612 members 
Mstep: Class 7 contains 97714 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 31844 members 
Mstep: Class 10 contains 7576 members 
Mstep: Class 11 contains 225493 members 
Mstep: Class 12 contains 65372 members 
Mstep: Class 13 contains 21220 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221231 members 
Mstep: Class 16 contains 8109 members 
Mstep: Class 17 contains 8919 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5275 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 7157 members 
Mstep: Class 22 contains 102814 members 
Mstep: Class 23 contains 5388 members 
Mstep: Class 24 contains 14147 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 18351 members 
Mstep: Class 27 contains 11441 members 
Mstep: Class 28 contains 9625 members 
Mstep: Class 29 contains 10201 members 
Mstep: Class 30 contains 25698 members 
Mstep: Class 31 contains 8802 members 
Mstep: Class 32 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695520.000000 Penalty: 113719.265625
Iteration 176Q: 33 clusters Score -1.576955e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134865 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230405 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30551 members 
Mstep: Class 6 contains 310615 members 
Mstep: Class 7 contains 97716 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 31774 members 
Mstep: Class 10 contains 7581 members 
Mstep: Class 11 contains 225494 members 
Mstep: Class 12 contains 65371 members 
Mstep: Class 13 contains 21222 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221228 members 
Mstep: Class 16 contains 8126 members 
Mstep: Class 17 contains 8922 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5276 members 
Mstep: Class 20 contains 4987 members 
Mstep: Class 21 contains 7169 members 
Mstep: Class 22 contains 102814 members 
Mstep: Class 23 contains 5391 members 
Mstep: Class 24 contains 14147 members 
Mstep: Class 25 contains 5852 members 
Mstep: Class 26 contains 18350 members 
Mstep: Class 27 contains 11447 members 
Mstep: Class 28 contains 9628 members 
Mstep: Class 29 contains 10200 members 
Mstep: Class 30 contains 25699 members 
Mstep: Class 31 contains 8796 members 
Mstep: Class 32 contains 4562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695504.000000 Penalty: 113719.265625
Iteration 177Q: 33 clusters Score -1.576955e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134866 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230403 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30545 members 
Mstep: Class 6 contains 310610 members 
Mstep: Class 7 contains 97717 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 31712 members 
Mstep: Class 10 contains 7587 members 
Mstep: Class 11 contains 225492 members 
Mstep: Class 12 contains 65371 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221231 members 
Mstep: Class 16 contains 8140 members 
Mstep: Class 17 contains 8924 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5276 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 7185 members 
Mstep: Class 22 contains 102813 members 
Mstep: Class 23 contains 5390 members 
Mstep: Class 24 contains 14147 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 18350 members 
Mstep: Class 27 contains 11454 members 
Mstep: Class 28 contains 9634 members 
Mstep: Class 29 contains 10201 members 
Mstep: Class 30 contains 25701 members 
Mstep: Class 31 contains 8792 members 
Mstep: Class 32 contains 4578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695456.000000 Penalty: 113719.265625
Iteration 178Q: 33 clusters Score -1.576955e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134867 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230402 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30541 members 
Mstep: Class 6 contains 310610 members 
Mstep: Class 7 contains 97720 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 31664 members 
Mstep: Class 10 contains 7590 members 
Mstep: Class 11 contains 225491 members 
Mstep: Class 12 contains 65370 members 
Mstep: Class 13 contains 21238 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221232 members 
Mstep: Class 16 contains 8150 members 
Mstep: Class 17 contains 8925 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5276 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 7196 members 
Mstep: Class 22 contains 102813 members 
Mstep: Class 23 contains 5393 members 
Mstep: Class 24 contains 14147 members 
Mstep: Class 25 contains 5852 members 
Mstep: Class 26 contains 18350 members 
Mstep: Class 27 contains 11456 members 
Mstep: Class 28 contains 9634 members 
Mstep: Class 29 contains 10201 members 
Mstep: Class 30 contains 25701 members 
Mstep: Class 31 contains 8790 members 
Mstep: Class 32 contains 4589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695392.000000 Penalty: 113719.265625
Iteration 179Q: 33 clusters Score -1.576954e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134869 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 230400 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30536 members 
Mstep: Class 6 contains 310610 members 
Mstep: Class 7 contains 97723 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 31611 members 
Mstep: Class 10 contains 7596 members 
Mstep: Class 11 contains 225492 members 
Mstep: Class 12 contains 65370 members 
Mstep: Class 13 contains 21240 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221238 members 
Mstep: Class 16 contains 8161 members 
Mstep: Class 17 contains 8925 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5276 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 7207 members 
Mstep: Class 22 contains 102812 members 
Mstep: Class 23 contains 5393 members 
Mstep: Class 24 contains 14147 members 
Mstep: Class 25 contains 5854 members 
Mstep: Class 26 contains 18350 members 
Mstep: Class 27 contains 11460 members 
Mstep: Class 28 contains 9640 members 
Mstep: Class 29 contains 10201 members 
Mstep: Class 30 contains 25699 members 
Mstep: Class 31 contains 8786 members 
Mstep: Class 32 contains 4601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695440.000000 Penalty: 113719.265625
Iteration 180F: 33 clusters Score -1.576954e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134867 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230397 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30535 members 
Mstep: Class 6 contains 310608 members 
Mstep: Class 7 contains 97725 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 31562 members 
Mstep: Class 10 contains 7598 members 
Mstep: Class 11 contains 225495 members 
Mstep: Class 12 contains 65370 members 
Mstep: Class 13 contains 21247 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221239 members 
Mstep: Class 16 contains 8170 members 
Mstep: Class 17 contains 8925 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5275 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 7217 members 
Mstep: Class 22 contains 102813 members 
Mstep: Class 23 contains 5396 members 
Mstep: Class 24 contains 14145 members 
Mstep: Class 25 contains 5853 members 
Mstep: Class 26 contains 18351 members 
Mstep: Class 27 contains 11462 members 
Mstep: Class 28 contains 9648 members 
Mstep: Class 29 contains 10200 members 
Mstep: Class 30 contains 25698 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 4615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695472.000000 Penalty: 113719.265625
Iteration 181Q: 33 clusters Score -1.576955e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134866 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230396 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30529 members 
Mstep: Class 6 contains 310603 members 
Mstep: Class 7 contains 97722 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 31529 members 
Mstep: Class 10 contains 7602 members 
Mstep: Class 11 contains 225494 members 
Mstep: Class 12 contains 65370 members 
Mstep: Class 13 contains 21251 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221243 members 
Mstep: Class 16 contains 8178 members 
Mstep: Class 17 contains 8925 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5275 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 7230 members 
Mstep: Class 22 contains 102814 members 
Mstep: Class 23 contains 5400 members 
Mstep: Class 24 contains 14145 members 
Mstep: Class 25 contains 5852 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 11460 members 
Mstep: Class 28 contains 9653 members 
Mstep: Class 29 contains 10199 members 
Mstep: Class 30 contains 25702 members 
Mstep: Class 31 contains 8782 members 
Mstep: Class 32 contains 4624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695392.000000 Penalty: 113719.265625
Iteration 182Q: 33 clusters Score -1.576954e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134864 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 230396 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30523 members 
Mstep: Class 6 contains 310597 members 
Mstep: Class 7 contains 97723 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 31505 members 
Mstep: Class 10 contains 7606 members 
Mstep: Class 11 contains 225495 members 
Mstep: Class 12 contains 65370 members 
Mstep: Class 13 contains 21255 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221239 members 
Mstep: Class 16 contains 8184 members 
Mstep: Class 17 contains 8932 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5276 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 7245 members 
Mstep: Class 22 contains 102813 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 14145 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 11460 members 
Mstep: Class 28 contains 9654 members 
Mstep: Class 29 contains 10196 members 
Mstep: Class 30 contains 25705 members 
Mstep: Class 31 contains 8779 members 
Mstep: Class 32 contains 4632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695488.000000 Penalty: 113719.265625
Iteration 183Q: 33 clusters Score -1.576955e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134863 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230397 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30521 members 
Mstep: Class 6 contains 310593 members 
Mstep: Class 7 contains 97723 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 31487 members 
Mstep: Class 10 contains 7608 members 
Mstep: Class 11 contains 225497 members 
Mstep: Class 12 contains 65371 members 
Mstep: Class 13 contains 21257 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221241 members 
Mstep: Class 16 contains 8186 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5276 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 7252 members 
Mstep: Class 22 contains 102812 members 
Mstep: Class 23 contains 5401 members 
Mstep: Class 24 contains 14146 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 18353 members 
Mstep: Class 27 contains 11462 members 
Mstep: Class 28 contains 9651 members 
Mstep: Class 29 contains 10195 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 8776 members 
Mstep: Class 32 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695456.000000 Penalty: 113719.265625
Iteration 184Q: 33 clusters Score -1.576955e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134864 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 230396 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30512 members 
Mstep: Class 6 contains 310593 members 
Mstep: Class 7 contains 97724 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 31463 members 
Mstep: Class 10 contains 7612 members 
Mstep: Class 11 contains 225496 members 
Mstep: Class 12 contains 65372 members 
Mstep: Class 13 contains 21261 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221243 members 
Mstep: Class 16 contains 8187 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5276 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 7261 members 
Mstep: Class 22 contains 102812 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 14146 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 18353 members 
Mstep: Class 27 contains 11464 members 
Mstep: Class 28 contains 9653 members 
Mstep: Class 29 contains 10192 members 
Mstep: Class 30 contains 25707 members 
Mstep: Class 31 contains 8773 members 
Mstep: Class 32 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695424.000000 Penalty: 113719.265625
Iteration 185Q: 33 clusters Score -1.576954e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134861 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230393 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30507 members 
Mstep: Class 6 contains 310591 members 
Mstep: Class 7 contains 97726 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 31441 members 
Mstep: Class 10 contains 7617 members 
Mstep: Class 11 contains 225497 members 
Mstep: Class 12 contains 65374 members 
Mstep: Class 13 contains 21264 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221244 members 
Mstep: Class 16 contains 8189 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5276 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 7271 members 
Mstep: Class 22 contains 102812 members 
Mstep: Class 23 contains 5403 members 
Mstep: Class 24 contains 14145 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 18354 members 
Mstep: Class 27 contains 11465 members 
Mstep: Class 28 contains 9655 members 
Mstep: Class 29 contains 10191 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 8770 members 
Mstep: Class 32 contains 4661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695456.000000 Penalty: 113719.265625
Iteration 186Q: 33 clusters Score -1.576955e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134860 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 230391 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30508 members 
Mstep: Class 6 contains 310588 members 
Mstep: Class 7 contains 97725 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 31419 members 
Mstep: Class 10 contains 7621 members 
Mstep: Class 11 contains 225498 members 
Mstep: Class 12 contains 65373 members 
Mstep: Class 13 contains 21264 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221249 members 
Mstep: Class 16 contains 8191 members 
Mstep: Class 17 contains 8933 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5276 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 7281 members 
Mstep: Class 22 contains 102812 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 14145 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 18354 members 
Mstep: Class 27 contains 11468 members 
Mstep: Class 28 contains 9656 members 
Mstep: Class 29 contains 10192 members 
Mstep: Class 30 contains 25705 members 
Mstep: Class 31 contains 8766 members 
Mstep: Class 32 contains 4669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695344.000000 Penalty: 113719.265625
Iteration 187Q: 33 clusters Score -1.576953e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134862 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 230388 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30503 members 
Mstep: Class 6 contains 310591 members 
Mstep: Class 7 contains 97727 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 31398 members 
Mstep: Class 10 contains 7626 members 
Mstep: Class 11 contains 225493 members 
Mstep: Class 12 contains 65372 members 
Mstep: Class 13 contains 21266 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221254 members 
Mstep: Class 16 contains 8194 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5278 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 7285 members 
Mstep: Class 22 contains 102811 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 14145 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 18354 members 
Mstep: Class 27 contains 11471 members 
Mstep: Class 28 contains 9659 members 
Mstep: Class 29 contains 10191 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 8760 members 
Mstep: Class 32 contains 4674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695424.000000 Penalty: 113719.265625
Iteration 188Q: 33 clusters Score -1.576954e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134863 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 230384 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30501 members 
Mstep: Class 6 contains 310600 members 
Mstep: Class 7 contains 97724 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 31382 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 225491 members 
Mstep: Class 12 contains 65371 members 
Mstep: Class 13 contains 21270 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221257 members 
Mstep: Class 16 contains 8197 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5280 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 7289 members 
Mstep: Class 22 contains 102811 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 14145 members 
Mstep: Class 25 contains 5852 members 
Mstep: Class 26 contains 18354 members 
Mstep: Class 27 contains 11471 members 
Mstep: Class 28 contains 9660 members 
Mstep: Class 29 contains 10189 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 8752 members 
Mstep: Class 32 contains 4678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695328.000000 Penalty: 113719.265625
Iteration 189Q: 33 clusters Score -1.576953e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134864 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 230386 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30495 members 
Mstep: Class 6 contains 310600 members 
Mstep: Class 7 contains 97723 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 31364 members 
Mstep: Class 10 contains 7635 members 
Mstep: Class 11 contains 225491 members 
Mstep: Class 12 contains 65368 members 
Mstep: Class 13 contains 21271 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221261 members 
Mstep: Class 16 contains 8203 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5283 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 7292 members 
Mstep: Class 22 contains 102811 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 14146 members 
Mstep: Class 25 contains 5854 members 
Mstep: Class 26 contains 18354 members 
Mstep: Class 27 contains 11470 members 
Mstep: Class 28 contains 9658 members 
Mstep: Class 29 contains 10190 members 
Mstep: Class 30 contains 25705 members 
Mstep: Class 31 contains 8753 members 
Mstep: Class 32 contains 4681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695344.000000 Penalty: 113719.265625
Iteration 190Q: 33 clusters Score -1.576953e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134862 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 230385 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30493 members 
Mstep: Class 6 contains 310603 members 
Mstep: Class 7 contains 97723 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 31360 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 225489 members 
Mstep: Class 12 contains 65368 members 
Mstep: Class 13 contains 21272 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221257 members 
Mstep: Class 16 contains 8208 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5282 members 
Mstep: Class 20 contains 4991 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 102811 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 14146 members 
Mstep: Class 25 contains 5855 members 
Mstep: Class 26 contains 18354 members 
Mstep: Class 27 contains 11463 members 
Mstep: Class 28 contains 9659 members 
Mstep: Class 29 contains 10188 members 
Mstep: Class 30 contains 25707 members 
Mstep: Class 31 contains 8755 members 
Mstep: Class 32 contains 4686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695392.000000 Penalty: 113719.265625
Iteration 191Q: 33 clusters Score -1.576954e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134861 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 230383 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30491 members 
Mstep: Class 6 contains 310603 members 
Mstep: Class 7 contains 97723 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 31345 members 
Mstep: Class 10 contains 7638 members 
Mstep: Class 11 contains 225489 members 
Mstep: Class 12 contains 65369 members 
Mstep: Class 13 contains 21273 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221258 members 
Mstep: Class 16 contains 8213 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5281 members 
Mstep: Class 20 contains 4993 members 
Mstep: Class 21 contains 7300 members 
Mstep: Class 22 contains 102810 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 14146 members 
Mstep: Class 25 contains 5854 members 
Mstep: Class 26 contains 18354 members 
Mstep: Class 27 contains 11456 members 
Mstep: Class 28 contains 9661 members 
Mstep: Class 29 contains 10188 members 
Mstep: Class 30 contains 25708 members 
Mstep: Class 31 contains 8760 members 
Mstep: Class 32 contains 4690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695328.000000 Penalty: 113719.265625
Iteration 192Q: 33 clusters Score -1.576953e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134862 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 230382 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30485 members 
Mstep: Class 6 contains 310609 members 
Mstep: Class 7 contains 97725 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 31324 members 
Mstep: Class 10 contains 7642 members 
Mstep: Class 11 contains 225488 members 
Mstep: Class 12 contains 65369 members 
Mstep: Class 13 contains 21276 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221258 members 
Mstep: Class 16 contains 8216 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5280 members 
Mstep: Class 20 contains 4994 members 
Mstep: Class 21 contains 7303 members 
Mstep: Class 22 contains 102810 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 14147 members 
Mstep: Class 25 contains 5854 members 
Mstep: Class 26 contains 18354 members 
Mstep: Class 27 contains 11453 members 
Mstep: Class 28 contains 9660 members 
Mstep: Class 29 contains 10188 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 8764 members 
Mstep: Class 32 contains 4696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695376.000000 Penalty: 113719.265625
Iteration 193Q: 33 clusters Score -1.576954e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134863 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 230384 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30476 members 
Mstep: Class 6 contains 310611 members 
Mstep: Class 7 contains 97725 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 31307 members 
Mstep: Class 10 contains 7647 members 
Mstep: Class 11 contains 225489 members 
Mstep: Class 12 contains 65369 members 
Mstep: Class 13 contains 21278 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221260 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5278 members 
Mstep: Class 20 contains 4994 members 
Mstep: Class 21 contains 7308 members 
Mstep: Class 22 contains 102809 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 14151 members 
Mstep: Class 25 contains 5855 members 
Mstep: Class 26 contains 18355 members 
Mstep: Class 27 contains 11451 members 
Mstep: Class 28 contains 9659 members 
Mstep: Class 29 contains 10187 members 
Mstep: Class 30 contains 25702 members 
Mstep: Class 31 contains 8765 members 
Mstep: Class 32 contains 4704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695248.000000 Penalty: 113719.265625
Iteration 194Q: 33 clusters Score -1.576952e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134863 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 230382 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30469 members 
Mstep: Class 6 contains 310614 members 
Mstep: Class 7 contains 97727 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 31294 members 
Mstep: Class 10 contains 7652 members 
Mstep: Class 11 contains 225486 members 
Mstep: Class 12 contains 65369 members 
Mstep: Class 13 contains 21280 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221259 members 
Mstep: Class 16 contains 8221 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 4538 members 
Mstep: Class 19 contains 5276 members 
Mstep: Class 20 contains 4994 members 
Mstep: Class 21 contains 7315 members 
Mstep: Class 22 contains 102809 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 14152 members 
Mstep: Class 25 contains 5854 members 
Mstep: Class 26 contains 18355 members 
Mstep: Class 27 contains 11449 members 
Mstep: Class 28 contains 9660 members 
Mstep: Class 29 contains 10187 members 
Mstep: Class 30 contains 25701 members 
Mstep: Class 31 contains 8768 members 
Mstep: Class 32 contains 4710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695344.000000 Penalty: 113719.265625
Iteration 195Q: 33 clusters Score -1.576953e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134861 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 230380 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30462 members 
Mstep: Class 6 contains 310616 members 
Mstep: Class 7 contains 97727 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 31274 members 
Mstep: Class 10 contains 7660 members 
Mstep: Class 11 contains 225486 members 
Mstep: Class 12 contains 65368 members 
Mstep: Class 13 contains 21280 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221261 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 4537 members 
Mstep: Class 19 contains 5277 members 
Mstep: Class 20 contains 4994 members 
Mstep: Class 21 contains 7322 members 
Mstep: Class 22 contains 102807 members 
Mstep: Class 23 contains 5403 members 
Mstep: Class 24 contains 14155 members 
Mstep: Class 25 contains 5855 members 
Mstep: Class 26 contains 18356 members 
Mstep: Class 27 contains 11447 members 
Mstep: Class 28 contains 9661 members 
Mstep: Class 29 contains 10186 members 
Mstep: Class 30 contains 25701 members 
Mstep: Class 31 contains 8771 members 
Mstep: Class 32 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695280.000000 Penalty: 113719.265625
Iteration 196Q: 33 clusters Score -1.576953e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134860 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 230381 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30455 members 
Mstep: Class 6 contains 310616 members 
Mstep: Class 7 contains 97725 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 31257 members 
Mstep: Class 10 contains 7666 members 
Mstep: Class 11 contains 225487 members 
Mstep: Class 12 contains 65368 members 
Mstep: Class 13 contains 21279 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221264 members 
Mstep: Class 16 contains 8221 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 4537 members 
Mstep: Class 19 contains 5278 members 
Mstep: Class 20 contains 4994 members 
Mstep: Class 21 contains 7327 members 
Mstep: Class 22 contains 102806 members 
Mstep: Class 23 contains 5404 members 
Mstep: Class 24 contains 14156 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18356 members 
Mstep: Class 27 contains 11447 members 
Mstep: Class 28 contains 9660 members 
Mstep: Class 29 contains 10187 members 
Mstep: Class 30 contains 25701 members 
Mstep: Class 31 contains 8770 members 
Mstep: Class 32 contains 4725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695312.000000 Penalty: 113719.265625
Iteration 197Q: 33 clusters Score -1.576953e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134862 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 230378 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30448 members 
Mstep: Class 6 contains 310615 members 
Mstep: Class 7 contains 97724 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 31232 members 
Mstep: Class 10 contains 7676 members 
Mstep: Class 11 contains 225485 members 
Mstep: Class 12 contains 65367 members 
Mstep: Class 13 contains 21281 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221267 members 
Mstep: Class 16 contains 8221 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 4537 members 
Mstep: Class 19 contains 5280 members 
Mstep: Class 20 contains 4994 members 
Mstep: Class 21 contains 7333 members 
Mstep: Class 22 contains 102803 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 14156 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18356 members 
Mstep: Class 27 contains 11445 members 
Mstep: Class 28 contains 9662 members 
Mstep: Class 29 contains 10188 members 
Mstep: Class 30 contains 25702 members 
Mstep: Class 31 contains 8776 members 
Mstep: Class 32 contains 4732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695328.000000 Penalty: 113719.265625
Iteration 198Q: 33 clusters Score -1.576953e+08 nChanged 99
Entering ConstructFrom: 
Score: -157695328.000000 Penalty: 113719.265625
Entering ConstructFrom: 
Trying to split cluster 1 (134865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134865 members 
Entering Unmasked Estep 
Score: -13068172.000000 Penalty: 2929.383301
	Iteration 0F: 2 clusters Score -1.306817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -12977825.000000 Penalty: 5858.766602
	Iteration 0F: 3 clusters Score -1.297782e+07 nChanged 64375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 70164 members 
Entering Unmasked Estep 
Score: -13015604.000000 Penalty: 5858.766602
	Iteration 1F: 3 clusters Score -1.30156e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 71698 members 
Entering Unmasked Estep 
Score: -13016893.000000 Penalty: 5858.766602
	Iteration 2Q: 3 clusters Score -1.301689e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 73997 members 
Entering Unmasked Estep 
Score: -13018724.000000 Penalty: 5858.766602
	Iteration 3Q: 3 clusters Score -1.301872e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
Score: -13021236.000000 Penalty: 5858.766602
	Iteration 4Q: 3 clusters Score -1.302124e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 81930 members 
Entering Unmasked Estep 
Score: -13025086.000000 Penalty: 5858.766602
	Iteration 5F: 3 clusters Score -1.302509e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 88001 members 
Entering Unmasked Estep 
Score: -13030522.000000 Penalty: 5858.766602
	Iteration 6F: 3 clusters Score -1.303052e+07 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 95221 members 
Entering Unmasked Estep 
Score: -13037541.000000 Penalty: 5858.766602
	Iteration 7F: 3 clusters Score -1.303754e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 102421 members 
Entering Unmasked Estep 
Score: -13044651.000000 Penalty: 5858.766602
	Iteration 8F: 3 clusters Score -1.304465e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 108580 members 
Entering Unmasked Estep 
Score: -13050632.000000 Penalty: 5858.766602
	Iteration 9F: 3 clusters Score -1.305063e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 113282 members 
Entering Unmasked Estep 
Score: -13054827.000000 Penalty: 5858.766602
	Iteration 10Q: 3 clusters Score -1.305483e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 117055 members 
Entering Unmasked Estep 
Score: -13057805.000000 Penalty: 5858.766602
	Iteration 11Q: 3 clusters Score -1.30578e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 120279 members 
Entering Unmasked Estep 
Score: -13060347.000000 Penalty: 5858.766602
	Iteration 12Q: 3 clusters Score -1.306035e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 123006 members 
Entering Unmasked Estep 
Score: -13062563.000000 Penalty: 5858.766602
	Iteration 13Q: 3 clusters Score -1.306256e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 125241 members 
Entering Unmasked Estep 
Score: -13064611.000000 Penalty: 5858.766602
	Iteration 14Q: 3 clusters Score -1.306461e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 126867 members 
Entering Unmasked Estep 
Score: -13066347.000000 Penalty: 5858.766602
	Iteration 15Q: 3 clusters Score -1.306635e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 127967 members 
Entering Unmasked Estep 
Score: -13067430.000000 Penalty: 5858.766602
	Iteration 16Q: 3 clusters Score -1.306743e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 128677 members 
Entering Unmasked Estep 
Score: -13068051.000000 Penalty: 5858.766602
	Iteration 17Q: 3 clusters Score -1.306805e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 129106 members 
Entering Unmasked Estep 
Score: -13068307.000000 Penalty: 5858.766602
	Iteration 18Q: 3 clusters Score -1.306831e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 129429 members 
Entering Unmasked Estep 
Score: -13068435.000000 Penalty: 5858.766602
	Iteration 19Q: 3 clusters Score -1.306844e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 129662 members 
Entering Unmasked Estep 
Score: -13068449.000000 Penalty: 5858.766602
	Iteration 20F: 3 clusters Score -1.306845e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 129850 members 
Entering Unmasked Estep 
Score: -13068515.000000 Penalty: 5858.766602
	Iteration 21Q: 3 clusters Score -1.306852e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 129970 members 
Entering Unmasked Estep 
Score: -13068537.000000 Penalty: 5858.766602
	Iteration 22Q: 3 clusters Score -1.306854e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 130073 members 
Entering Unmasked Estep 
Score: -13068576.000000 Penalty: 5858.766602
	Iteration 23Q: 3 clusters Score -1.306858e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 130147 members 
Entering Unmasked Estep 
Score: -13068611.000000 Penalty: 5858.766602
	Iteration 24Q: 3 clusters Score -1.306861e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 130217 members 
Entering Unmasked Estep 
Score: -13068615.000000 Penalty: 5858.766602
	Iteration 25Q: 3 clusters Score -1.306862e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 130270 members 
Entering Unmasked Estep 
Score: -13068606.000000 Penalty: 5858.766602
	Iteration 26Q: 3 clusters Score -1.306861e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 130310 members 
Entering Unmasked Estep 
Score: -13068604.000000 Penalty: 5858.766602
	Iteration 27Q: 3 clusters Score -1.30686e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 130343 members 
Entering Unmasked Estep 
Score: -13068610.000000 Penalty: 5858.766602
	Iteration 28Q: 3 clusters Score -1.306861e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 130377 members 
Entering Unmasked Estep 
Score: -13068606.000000 Penalty: 5858.766602
	Iteration 29Q: 3 clusters Score -1.306861e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 130405 members 
Entering Unmasked Estep 
Score: -13068620.000000 Penalty: 5858.766602
	Iteration 30Q: 3 clusters Score -1.306862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 130426 members 
Entering Unmasked Estep 
Score: -13068616.000000 Penalty: 5858.766602
	Iteration 31Q: 3 clusters Score -1.306862e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 130448 members 
Entering Unmasked Estep 
Score: -13068613.000000 Penalty: 5858.766602
	Iteration 32Q: 3 clusters Score -1.306861e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 130467 members 
Entering Unmasked Estep 
Score: -13068616.000000 Penalty: 5858.766602
	Iteration 33Q: 3 clusters Score -1.306862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 130490 members 
Entering Unmasked Estep 
Score: -13068632.000000 Penalty: 5858.766602
	Iteration 34Q: 3 clusters Score -1.306863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 130508 members 
Entering Unmasked Estep 
Score: -13068634.000000 Penalty: 5858.766602
	Iteration 35Q: 3 clusters Score -1.306863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 130520 members 
Entering Unmasked Estep 
Score: -13068628.000000 Penalty: 5858.766602
	Iteration 36Q: 3 clusters Score -1.306863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 130525 members 
Entering Unmasked Estep 
Score: -13068633.000000 Penalty: 5858.766602
	Iteration 37Q: 3 clusters Score -1.306863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 130529 members 
Entering Unmasked Estep 
Score: -13068637.000000 Penalty: 5858.766602
	Iteration 38Q: 3 clusters Score -1.306864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 130530 members 
Entering Unmasked Estep 
Score: -13068639.000000 Penalty: 5858.766602
	Iteration 39Q: 3 clusters Score -1.306864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 130531 members 
Entering Unmasked Estep 
Score: -13068637.000000 Penalty: 5858.766602
	Iteration 40F: 3 clusters Score -1.306864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230373 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30431 members 
Mstep: Class 6 contains 310617 members 
Mstep: Class 7 contains 97729 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 31209 members 
Mstep: Class 10 contains 7695 members 
Mstep: Class 11 contains 225482 members 
Mstep: Class 12 contains 65367 members 
Mstep: Class 13 contains 21287 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221266 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 4537 members 
Mstep: Class 19 contains 5282 members 
Mstep: Class 20 contains 4994 members 
Mstep: Class 21 contains 7337 members 
Mstep: Class 22 contains 102801 members 
Mstep: Class 23 contains 5410 members 
Mstep: Class 24 contains 14156 members 
Mstep: Class 25 contains 5856 members 
Mstep: Class 26 contains 18356 members 
Mstep: Class 27 contains 11438 members 
Mstep: Class 28 contains 9661 members 
Mstep: Class 29 contains 10191 members 
Mstep: Class 30 contains 25704 members 
Mstep: Class 31 contains 8781 members 
Mstep: Class 32 contains 4739 members 
Mstep: Class 33 contains 130531 members 
Entering Unmasked Estep 
Score: -157694960.000000 Penalty: 117273.000000
Splitting cluster 1 changes total score from -157695328.000000 to -157694960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (10324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Entering Unmasked Estep 
Score: -1017985.125000 Penalty: 2292.072266
	Iteration 0F: 2 clusters Score -1017985 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 5160 members 
Entering Unmasked Estep 
Score: -1010058.437500 Penalty: 4584.144531
	Iteration 0F: 3 clusters Score -1010058 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1012280.875000 Penalty: 4584.144531
	Iteration 1F: 3 clusters Score -1012281 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1012589.000000 Penalty: 4584.144531
	Iteration 2F: 3 clusters Score -1012589 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1012793.875000 Penalty: 4584.144531
	Iteration 3F: 3 clusters Score -1012794 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1012945.437500 Penalty: 4584.144531
	Iteration 4Q: 3 clusters Score -1012945 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1013063.625000 Penalty: 4584.144531
	Iteration 5Q: 3 clusters Score -1013064 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1013165.250000 Penalty: 4584.144531
	Iteration 6Q: 3 clusters Score -1013165 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1013257.937500 Penalty: 4584.144531
	Iteration 7Q: 3 clusters Score -1013258 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1013334.375000 Penalty: 4584.144531
	Iteration 8Q: 3 clusters Score -1013334 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1013423.562500 Penalty: 4584.144531
	Iteration 9Q: 3 clusters Score -1013424 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1013505.687500 Penalty: 4584.144531
	Iteration 10Q: 3 clusters Score -1013506 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1013582.875000 Penalty: 4584.144531
	Iteration 11Q: 3 clusters Score -1013583 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1013647.062500 Penalty: 4584.144531
	Iteration 12Q: 3 clusters Score -1013647 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1013711.312500 Penalty: 4584.144531
	Iteration 13Q: 3 clusters Score -1013711 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1013785.500000 Penalty: 4584.144531
	Iteration 14Q: 3 clusters Score -1013786 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1013863.062500 Penalty: 4584.144531
	Iteration 15Q: 3 clusters Score -1013863 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1013930.500000 Penalty: 4584.144531
	Iteration 16Q: 3 clusters Score -1013930 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1014016.687500 Penalty: 4584.144531
	Iteration 17Q: 3 clusters Score -1014017 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1014116.312500 Penalty: 4584.144531
	Iteration 18Q: 3 clusters Score -1014116 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1014216.312500 Penalty: 4584.144531
	Iteration 19Q: 3 clusters Score -1014216 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1014329.687500 Penalty: 4584.144531
	Iteration 20F: 3 clusters Score -1014330 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1014460.000000 Penalty: 4584.144531
	Iteration 21Q: 3 clusters Score -1014460 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1014551.625000 Penalty: 4584.144531
	Iteration 22Q: 3 clusters Score -1014552 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1014629.687500 Penalty: 4584.144531
	Iteration 23Q: 3 clusters Score -1014630 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1014698.250000 Penalty: 4584.144531
	Iteration 24Q: 3 clusters Score -1014698 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1014744.625000 Penalty: 4584.144531
	Iteration 25Q: 3 clusters Score -1014745 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1014784.437500 Penalty: 4584.144531
	Iteration 26Q: 3 clusters Score -1014784 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1014808.187500 Penalty: 4584.144531
	Iteration 27Q: 3 clusters Score -1014808 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1014830.312500 Penalty: 4584.144531
	Iteration 28Q: 3 clusters Score -1014830 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1014852.000000 Penalty: 4584.144531
	Iteration 29Q: 3 clusters Score -1014852 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1014865.437500 Penalty: 4584.144531
	Iteration 30Q: 3 clusters Score -1014865 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1014883.250000 Penalty: 4584.144531
	Iteration 31Q: 3 clusters Score -1014883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1014894.937500 Penalty: 4584.144531
	Iteration 32Q: 3 clusters Score -1014895 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1014908.125000 Penalty: 4584.144531
	Iteration 33Q: 3 clusters Score -1014908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1014921.187500 Penalty: 4584.144531
	Iteration 34Q: 3 clusters Score -1014921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1014931.375000 Penalty: 4584.144531
	Iteration 35Q: 3 clusters Score -1014931 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1014941.187500 Penalty: 4584.144531
	Iteration 36Q: 3 clusters Score -1014941 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1014958.125000 Penalty: 4584.144531
	Iteration 37Q: 3 clusters Score -1014958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1014974.062500 Penalty: 4584.144531
	Iteration 38Q: 3 clusters Score -1014974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1014991.125000 Penalty: 4584.144531
	Iteration 39Q: 3 clusters Score -1014991 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1015004.875000 Penalty: 4584.144531
	Iteration 40F: 3 clusters Score -1015005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1015017.312500 Penalty: 4584.144531
	Iteration 41Q: 3 clusters Score -1015017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1015023.562500 Penalty: 4584.144531
	Iteration 42Q: 3 clusters Score -1015024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1015029.750000 Penalty: 4584.144531
	Iteration 43Q: 3 clusters Score -1015030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1015038.937500 Penalty: 4584.144531
	Iteration 44Q: 3 clusters Score -1015039 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1015048.375000 Penalty: 4584.144531
	Iteration 45Q: 3 clusters Score -1015048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1015059.937500 Penalty: 4584.144531
	Iteration 46Q: 3 clusters Score -1015060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1015070.062500 Penalty: 4584.144531
	Iteration 47Q: 3 clusters Score -1015070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1015083.062500 Penalty: 4584.144531
	Iteration 48Q: 3 clusters Score -1015083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1015091.562500 Penalty: 4584.144531
	Iteration 49Q: 3 clusters Score -1015092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1015097.375000 Penalty: 4584.144531
	Iteration 50Q: 3 clusters Score -1015097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1015107.312500 Penalty: 4584.144531
	Iteration 51Q: 3 clusters Score -1015107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1015116.500000 Penalty: 4584.144531
	Iteration 52Q: 3 clusters Score -1015116 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1015133.375000 Penalty: 4584.144531
	Iteration 53Q: 3 clusters Score -1015133 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1015144.562500 Penalty: 4584.144531
	Iteration 54Q: 3 clusters Score -1015145 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1015158.250000 Penalty: 4584.144531
	Iteration 55Q: 3 clusters Score -1015158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1015168.000000 Penalty: 4584.144531
	Iteration 56Q: 3 clusters Score -1015168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1015177.562500 Penalty: 4584.144531
	Iteration 57Q: 3 clusters Score -1015178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1015191.062500 Penalty: 4584.144531
	Iteration 58Q: 3 clusters Score -1015191 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1015203.875000 Penalty: 4584.144531
	Iteration 59Q: 3 clusters Score -1015204 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1015218.312500 Penalty: 4584.144531
	Iteration 60F: 3 clusters Score -1015218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1015229.375000 Penalty: 4584.144531
	Iteration 61Q: 3 clusters Score -1015229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1015239.625000 Penalty: 4584.144531
	Iteration 62Q: 3 clusters Score -1015240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1015255.312500 Penalty: 4584.144531
	Iteration 63Q: 3 clusters Score -1015255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1015264.875000 Penalty: 4584.144531
	Iteration 64Q: 3 clusters Score -1015265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1015273.750000 Penalty: 4584.144531
	Iteration 65Q: 3 clusters Score -1015274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1015278.562500 Penalty: 4584.144531
	Iteration 66Q: 3 clusters Score -1015279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1015284.062500 Penalty: 4584.144531
	Iteration 67Q: 3 clusters Score -1015284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1015286.687500 Penalty: 4584.144531
	Iteration 68Q: 3 clusters Score -1015287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1015295.375000 Penalty: 4584.144531
	Iteration 69Q: 3 clusters Score -1015295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1015300.812500 Penalty: 4584.144531
	Iteration 70Q: 3 clusters Score -1015301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1015309.875000 Penalty: 4584.144531
	Iteration 71Q: 3 clusters Score -1015310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1015314.625000 Penalty: 4584.144531
	Iteration 72Q: 3 clusters Score -1015315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1015317.875000 Penalty: 4584.144531
	Iteration 73Q: 3 clusters Score -1015318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1015320.937500 Penalty: 4584.144531
	Iteration 74Q: 3 clusters Score -1015321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1015324.687500 Penalty: 4584.144531
	Iteration 75Q: 3 clusters Score -1015325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1015326.062500 Penalty: 4584.144531
	Iteration 76Q: 3 clusters Score -1015326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1015326.625000 Penalty: 4584.144531
	Iteration 77Q: 3 clusters Score -1015327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1015328.500000 Penalty: 4584.144531
	Iteration 78Q: 3 clusters Score -1015328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1015328.312500 Penalty: 4584.144531
	Iteration 79Q: 3 clusters Score -1015328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1015331.437500 Penalty: 4584.144531
	Iteration 80F: 3 clusters Score -1015331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1015332.812500 Penalty: 4584.144531
	Iteration 81Q: 3 clusters Score -1015333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1015333.312500 Penalty: 4584.144531
	Iteration 82Q: 3 clusters Score -1015333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1015336.125000 Penalty: 4584.144531
	Iteration 83Q: 3 clusters Score -1015336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1015338.687500 Penalty: 4584.144531
	Iteration 84Q: 3 clusters Score -1015339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1015343.250000 Penalty: 4584.144531
	Iteration 85Q: 3 clusters Score -1015343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1015342.937500 Penalty: 4584.144531
	Iteration 86Q: 3 clusters Score -1015343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1015343.125000 Penalty: 4584.144531
	Iteration 87Q: 3 clusters Score -1015343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1015345.062500 Penalty: 4584.144531
	Iteration 88Q: 3 clusters Score -1015345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1015347.437500 Penalty: 4584.144531
	Iteration 89Q: 3 clusters Score -1015347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1015347.562500 Penalty: 4584.144531
	Iteration 90Q: 3 clusters Score -1015348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1015350.937500 Penalty: 4584.144531
	Iteration 91Q: 3 clusters Score -1015351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1015354.937500 Penalty: 4584.144531
	Iteration 92Q: 3 clusters Score -1015355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1015360.375000 Penalty: 4584.144531
	Iteration 93Q: 3 clusters Score -1015360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1015365.875000 Penalty: 4584.144531
	Iteration 94Q: 3 clusters Score -1015366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1015372.625000 Penalty: 4584.144531
	Iteration 95Q: 3 clusters Score -1015373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1015371.250000 Penalty: 4584.144531
	Iteration 96Q: 3 clusters Score -1015371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1015374.437500 Penalty: 4584.144531
	Iteration 97Q: 3 clusters Score -1015374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1015378.437500 Penalty: 4584.144531
	Iteration 98Q: 3 clusters Score -1015378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1015383.000000 Penalty: 4584.144531
	Iteration 99Q: 3 clusters Score -1015383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1015388.187500 Penalty: 4584.144531
	Iteration 100F: 3 clusters Score -1015388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1015389.812500 Penalty: 4584.144531
	Iteration 101Q: 3 clusters Score -1015390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1015394.250000 Penalty: 4584.144531
	Iteration 102Q: 3 clusters Score -1015394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1015399.625000 Penalty: 4584.144531
	Iteration 103Q: 3 clusters Score -1015400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1015405.875000 Penalty: 4584.144531
	Iteration 104Q: 3 clusters Score -1015406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1015413.875000 Penalty: 4584.144531
	Iteration 105Q: 3 clusters Score -1015414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1015420.875000 Penalty: 4584.144531
	Iteration 106Q: 3 clusters Score -1015421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1015429.500000 Penalty: 4584.144531
	Iteration 107Q: 3 clusters Score -1015430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1015438.937500 Penalty: 4584.144531
	Iteration 108Q: 3 clusters Score -1015439 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1015448.500000 Penalty: 4584.144531
	Iteration 109Q: 3 clusters Score -1015448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1015464.625000 Penalty: 4584.144531
	Iteration 110Q: 3 clusters Score -1015465 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1015478.750000 Penalty: 4584.144531
	Iteration 111Q: 3 clusters Score -1015479 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1015493.937500 Penalty: 4584.144531
	Iteration 112Q: 3 clusters Score -1015494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1015504.937500 Penalty: 4584.144531
	Iteration 113Q: 3 clusters Score -1015505 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1015520.500000 Penalty: 4584.144531
	Iteration 114Q: 3 clusters Score -1015520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1015533.125000 Penalty: 4584.144531
	Iteration 115Q: 3 clusters Score -1015533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1015545.000000 Penalty: 4584.144531
	Iteration 116Q: 3 clusters Score -1015545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1015553.937500 Penalty: 4584.144531
	Iteration 117Q: 3 clusters Score -1015554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1015563.437500 Penalty: 4584.144531
	Iteration 118Q: 3 clusters Score -1015563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1015577.375000 Penalty: 4584.144531
	Iteration 119Q: 3 clusters Score -1015577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1015589.375000 Penalty: 4584.144531
	Iteration 120F: 3 clusters Score -1015589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1015601.937500 Penalty: 4584.144531
	Iteration 121Q: 3 clusters Score -1015602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1015617.000000 Penalty: 4584.144531
	Iteration 122Q: 3 clusters Score -1015617 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1015637.000000 Penalty: 4584.144531
	Iteration 123Q: 3 clusters Score -1015637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1015662.812500 Penalty: 4584.144531
	Iteration 124Q: 3 clusters Score -1015663 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1015683.812500 Penalty: 4584.144531
	Iteration 125Q: 3 clusters Score -1015684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1015702.250000 Penalty: 4584.144531
	Iteration 126Q: 3 clusters Score -1015702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1015725.875000 Penalty: 4584.144531
	Iteration 127Q: 3 clusters Score -1015726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1015749.875000 Penalty: 4584.144531
	Iteration 128Q: 3 clusters Score -1015750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1015768.375000 Penalty: 4584.144531
	Iteration 129Q: 3 clusters Score -1015768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1015783.375000 Penalty: 4584.144531
	Iteration 130Q: 3 clusters Score -1015783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1015797.187500 Penalty: 4584.144531
	Iteration 131Q: 3 clusters Score -1015797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1015809.562500 Penalty: 4584.144531
	Iteration 132Q: 3 clusters Score -1015810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1015819.125000 Penalty: 4584.144531
	Iteration 133Q: 3 clusters Score -1015819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1015832.625000 Penalty: 4584.144531
	Iteration 134Q: 3 clusters Score -1015833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1015851.562500 Penalty: 4584.144531
	Iteration 135Q: 3 clusters Score -1015852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1015866.562500 Penalty: 4584.144531
	Iteration 136Q: 3 clusters Score -1015867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1015870.750000 Penalty: 4584.144531
	Iteration 137Q: 3 clusters Score -1015871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1015874.375000 Penalty: 4584.144531
	Iteration 138Q: 3 clusters Score -1015874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1015876.000000 Penalty: 4584.144531
	Iteration 139Q: 3 clusters Score -1015876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1015883.625000 Penalty: 4584.144531
	Iteration 140F: 3 clusters Score -1015884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1015891.562500 Penalty: 4584.144531
	Iteration 141Q: 3 clusters Score -1015892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1015900.375000 Penalty: 4584.144531
	Iteration 142Q: 3 clusters Score -1015900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1015905.375000 Penalty: 4584.144531
	Iteration 143Q: 3 clusters Score -1015905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1015917.125000 Penalty: 4584.144531
	Iteration 144Q: 3 clusters Score -1015917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1015927.375000 Penalty: 4584.144531
	Iteration 145Q: 3 clusters Score -1015927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1015937.875000 Penalty: 4584.144531
	Iteration 146Q: 3 clusters Score -1015938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1015942.250000 Penalty: 4584.144531
	Iteration 147Q: 3 clusters Score -1015942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1015949.687500 Penalty: 4584.144531
	Iteration 148Q: 3 clusters Score -1015950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1015954.875000 Penalty: 4584.144531
	Iteration 149Q: 3 clusters Score -1015955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1015960.812500 Penalty: 4584.144531
	Iteration 150Q: 3 clusters Score -1015961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1015966.250000 Penalty: 4584.144531
	Iteration 151Q: 3 clusters Score -1015966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1015978.062500 Penalty: 4584.144531
	Iteration 152Q: 3 clusters Score -1015978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1015982.312500 Penalty: 4584.144531
	Iteration 153Q: 3 clusters Score -1015982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1015991.312500 Penalty: 4584.144531
	Iteration 154Q: 3 clusters Score -1015991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1015993.125000 Penalty: 4584.144531
	Iteration 155Q: 3 clusters Score -1015993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1015996.562500 Penalty: 4584.144531
	Iteration 156Q: 3 clusters Score -1015997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1015997.750000 Penalty: 4584.144531
	Iteration 157Q: 3 clusters Score -1015998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1015999.875000 Penalty: 4584.144531
	Iteration 158Q: 3 clusters Score -1016000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1016000.187500 Penalty: 4584.144531
	Iteration 159Q: 3 clusters Score -1016000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1016004.187500 Penalty: 4584.144531
	Iteration 160F: 3 clusters Score -1016004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1016003.437500 Penalty: 4584.144531
	Iteration 161Q: 3 clusters Score -1016003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1016003.875000 Penalty: 4584.144531
	Iteration 162Q: 3 clusters Score -1016004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1016003.875000 Penalty: 4584.144531
	Iteration 163F: 3 clusters Score -1016004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (230373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230373 members 
Entering Unmasked Estep 
Score: -22659928.000000 Penalty: 3062.168945
	Iteration 0F: 2 clusters Score -2.265993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115091 members 
Mstep: Class 2 contains 115282 members 
Entering Unmasked Estep 
Score: -22505462.000000 Penalty: 6124.337891
	Iteration 0F: 3 clusters Score -2.250546e+07 nChanged 111202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115675 members 
Mstep: Class 2 contains 114698 members 
Entering Unmasked Estep 
Score: -22570384.000000 Penalty: 6124.337891
	Iteration 1F: 3 clusters Score -2.257038e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115251 members 
Mstep: Class 2 contains 115122 members 
Entering Unmasked Estep 
Score: -22571694.000000 Penalty: 6124.337891
	Iteration 2Q: 3 clusters Score -2.257169e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114444 members 
Mstep: Class 2 contains 115929 members 
Entering Unmasked Estep 
Score: -22573140.000000 Penalty: 6124.337891
	Iteration 3Q: 3 clusters Score -2.257314e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112938 members 
Mstep: Class 2 contains 117435 members 
Entering Unmasked Estep 
Score: -22574902.000000 Penalty: 6124.337891
	Iteration 4Q: 3 clusters Score -2.25749e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110611 members 
Mstep: Class 2 contains 119762 members 
Entering Unmasked Estep 
Score: -22576726.000000 Penalty: 6124.337891
	Iteration 5Q: 3 clusters Score -2.257673e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106903 members 
Mstep: Class 2 contains 123470 members 
Entering Unmasked Estep 
Score: -22579122.000000 Penalty: 6124.337891
	Iteration 6Q: 3 clusters Score -2.257912e+07 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100886 members 
Mstep: Class 2 contains 129487 members 
Entering Unmasked Estep 
Score: -22582606.000000 Penalty: 6124.337891
	Iteration 7Q: 3 clusters Score -2.258261e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91796 members 
Mstep: Class 2 contains 138577 members 
Entering Unmasked Estep 
Score: -22588058.000000 Penalty: 6124.337891
	Iteration 8F: 3 clusters Score -2.258806e+07 nChanged 14566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 151093 members 
Entering Unmasked Estep 
Score: -22596432.000000 Penalty: 6124.337891
	Iteration 9F: 3 clusters Score -2.259643e+07 nChanged 17004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 166561 members 
Entering Unmasked Estep 
Score: -22608328.000000 Penalty: 6124.337891
	Iteration 10F: 3 clusters Score -2.260833e+07 nChanged 17570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 183045 members 
Entering Unmasked Estep 
Score: -22621348.000000 Penalty: 6124.337891
	Iteration 11F: 3 clusters Score -2.262135e+07 nChanged 14784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 197291 members 
Entering Unmasked Estep 
Score: -22632424.000000 Penalty: 6124.337891
	Iteration 12F: 3 clusters Score -2.263242e+07 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 208399 members 
Entering Unmasked Estep 
Score: -22640974.000000 Penalty: 6124.337891
	Iteration 13Q: 3 clusters Score -2.264097e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 216681 members 
Entering Unmasked Estep 
Score: -22647462.000000 Penalty: 6124.337891
	Iteration 14Q: 3 clusters Score -2.264746e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 222267 members 
Entering Unmasked Estep 
Score: -22651702.000000 Penalty: 6124.337891
	Iteration 15Q: 3 clusters Score -2.26517e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 225713 members 
Entering Unmasked Estep 
Score: -22654466.000000 Penalty: 6124.337891
	Iteration 16Q: 3 clusters Score -2.265447e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 227576 members 
Entering Unmasked Estep 
Score: -22656074.000000 Penalty: 6124.337891
	Iteration 17Q: 3 clusters Score -2.265607e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 228493 members 
Entering Unmasked Estep 
Score: -22656706.000000 Penalty: 6124.337891
	Iteration 18Q: 3 clusters Score -2.265671e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 228943 members 
Entering Unmasked Estep 
Score: -22657030.000000 Penalty: 6124.337891
	Iteration 19Q: 3 clusters Score -2.265703e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 229157 members 
Entering Unmasked Estep 
Score: -22657188.000000 Penalty: 6124.337891
	Iteration 20F: 3 clusters Score -2.265719e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 229297 members 
Entering Unmasked Estep 
Score: -22657264.000000 Penalty: 6124.337891
	Iteration 21Q: 3 clusters Score -2.265726e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 229378 members 
Entering Unmasked Estep 
Score: -22657286.000000 Penalty: 6124.337891
	Iteration 22Q: 3 clusters Score -2.265729e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 229425 members 
Entering Unmasked Estep 
Score: -22657302.000000 Penalty: 6124.337891
	Iteration 23Q: 3 clusters Score -2.26573e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 229454 members 
Entering Unmasked Estep 
Score: -22657332.000000 Penalty: 6124.337891
	Iteration 24Q: 3 clusters Score -2.265733e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 229477 members 
Entering Unmasked Estep 
Score: -22657370.000000 Penalty: 6124.337891
	Iteration 25Q: 3 clusters Score -2.265737e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 229498 members 
Entering Unmasked Estep 
Score: -22657366.000000 Penalty: 6124.337891
	Iteration 26Q: 3 clusters Score -2.265737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 229509 members 
Entering Unmasked Estep 
Score: -22657378.000000 Penalty: 6124.337891
	Iteration 27Q: 3 clusters Score -2.265738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 229521 members 
Entering Unmasked Estep 
Score: -22657370.000000 Penalty: 6124.337891
	Iteration 28Q: 3 clusters Score -2.265737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 229531 members 
Entering Unmasked Estep 
Score: -22657392.000000 Penalty: 6124.337891
	Iteration 29Q: 3 clusters Score -2.265739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 229541 members 
Entering Unmasked Estep 
Score: -22657392.000000 Penalty: 6124.337891
	Iteration 30Q: 3 clusters Score -2.265739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 229541 members 
Entering Unmasked Estep 
Score: -22657410.000000 Penalty: 6124.337891
	Iteration 31Q: 3 clusters Score -2.265741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 229538 members 
Entering Unmasked Estep 
Score: -22657434.000000 Penalty: 6124.337891
	Iteration 32Q: 3 clusters Score -2.265743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 229539 members 
Entering Unmasked Estep 
Score: -22657448.000000 Penalty: 6124.337891
	Iteration 33Q: 3 clusters Score -2.265745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 229540 members 
Entering Unmasked Estep 
Score: -22657446.000000 Penalty: 6124.337891
	Iteration 34Q: 3 clusters Score -2.265745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 229540 members 
Entering Unmasked Estep 
Score: -22657438.000000 Penalty: 6124.337891
	Iteration 35Q: 3 clusters Score -2.265744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 229539 members 
Entering Unmasked Estep 
Score: -22657430.000000 Penalty: 6124.337891
	Iteration 36Q: 3 clusters Score -2.265743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 229539 members 
Entering Unmasked Estep 
Score: -22657436.000000 Penalty: 6124.337891
	Iteration 37Q: 3 clusters Score -2.265744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 229539 members 
Entering Unmasked Estep 
Score: -22657436.000000 Penalty: 6124.337891
	Iteration 38F: 3 clusters Score -2.265744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Entering Unmasked Estep 
Score: -1195766.625000 Penalty: 2342.736572
	Iteration 0F: 2 clusters Score -1195767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1186359.875000 Penalty: 4685.473145
	Iteration 0F: 3 clusters Score -1186360 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1189240.500000 Penalty: 4685.473145
	Iteration 1F: 3 clusters Score -1189240 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1189554.875000 Penalty: 4685.473145
	Iteration 2F: 3 clusters Score -1189555 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1189896.125000 Penalty: 4685.473145
	Iteration 3Q: 3 clusters Score -1189896 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1190342.000000 Penalty: 4685.473145
	Iteration 4Q: 3 clusters Score -1190342 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1190927.625000 Penalty: 4685.473145
	Iteration 5F: 3 clusters Score -1190928 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1191728.875000 Penalty: 4685.473145
	Iteration 6F: 3 clusters Score -1191729 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1192686.375000 Penalty: 4685.473145
	Iteration 7F: 3 clusters Score -1192686 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1193543.125000 Penalty: 4685.473145
	Iteration 8F: 3 clusters Score -1193543 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1194161.375000 Penalty: 4685.473145
	Iteration 9F: 3 clusters Score -1194161 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1194514.000000 Penalty: 4685.473145
	Iteration 10Q: 3 clusters Score -1194514 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1194741.500000 Penalty: 4685.473145
	Iteration 11Q: 3 clusters Score -1194742 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1194865.375000 Penalty: 4685.473145
	Iteration 12Q: 3 clusters Score -1194865 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1194950.750000 Penalty: 4685.473145
	Iteration 13Q: 3 clusters Score -1194951 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1195003.000000 Penalty: 4685.473145
	Iteration 14Q: 3 clusters Score -1195003 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1195048.000000 Penalty: 4685.473145
	Iteration 15Q: 3 clusters Score -1195048 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1195088.125000 Penalty: 4685.473145
	Iteration 16Q: 3 clusters Score -1195088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1195113.375000 Penalty: 4685.473145
	Iteration 17Q: 3 clusters Score -1195113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1195126.875000 Penalty: 4685.473145
	Iteration 18Q: 3 clusters Score -1195127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1195133.125000 Penalty: 4685.473145
	Iteration 19Q: 3 clusters Score -1195133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1195138.125000 Penalty: 4685.473145
	Iteration 20F: 3 clusters Score -1195138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1195143.875000 Penalty: 4685.473145
	Iteration 21Q: 3 clusters Score -1195144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1195144.500000 Penalty: 4685.473145
	Iteration 22Q: 3 clusters Score -1195144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1195148.125000 Penalty: 4685.473145
	Iteration 23Q: 3 clusters Score -1195148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1195148.750000 Penalty: 4685.473145
	Iteration 24Q: 3 clusters Score -1195149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1195148.750000 Penalty: 4685.473145
	Iteration 25Q: 3 clusters Score -1195149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1195152.500000 Penalty: 4685.473145
	Iteration 26Q: 3 clusters Score -1195152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1195154.875000 Penalty: 4685.473145
	Iteration 27Q: 3 clusters Score -1195155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1195159.125000 Penalty: 4685.473145
	Iteration 28Q: 3 clusters Score -1195159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1195157.125000 Penalty: 4685.473145
	Iteration 29Q: 3 clusters Score -1195157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1195164.000000 Penalty: 4685.473145
	Iteration 30Q: 3 clusters Score -1195164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1195166.125000 Penalty: 4685.473145
	Iteration 31Q: 3 clusters Score -1195166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1195167.875000 Penalty: 4685.473145
	Iteration 32Q: 3 clusters Score -1195168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1195170.250000 Penalty: 4685.473145
	Iteration 33Q: 3 clusters Score -1195170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1195171.375000 Penalty: 4685.473145
	Iteration 34Q: 3 clusters Score -1195171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1195172.250000 Penalty: 4685.473145
	Iteration 35Q: 3 clusters Score -1195172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1195176.250000 Penalty: 4685.473145
	Iteration 36Q: 3 clusters Score -1195176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1195179.750000 Penalty: 4685.473145
	Iteration 37Q: 3 clusters Score -1195180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1195180.625000 Penalty: 4685.473145
	Iteration 38Q: 3 clusters Score -1195181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1195180.750000 Penalty: 4685.473145
	Iteration 39Q: 3 clusters Score -1195181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1195179.875000 Penalty: 4685.473145
	Iteration 40F: 3 clusters Score -1195180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1195182.750000 Penalty: 4685.473145
	Iteration 41Q: 3 clusters Score -1195183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1195182.750000 Penalty: 4685.473145
	Iteration 42F: 3 clusters Score -1195183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Entering Unmasked Estep 
Score: -2712060.500000 Penalty: 2560.157959
	Iteration 0F: 2 clusters Score -2712060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2691155.000000 Penalty: 5120.315918
	Iteration 0F: 3 clusters Score -2691155 nChanged 13814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2698868.500000 Penalty: 5120.315918
	Iteration 1F: 3 clusters Score -2698868 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2699541.250000 Penalty: 5120.315918
	Iteration 2F: 3 clusters Score -2699541 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2700208.750000 Penalty: 5120.315918
	Iteration 3Q: 3 clusters Score -2700209 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2700919.250000 Penalty: 5120.315918
	Iteration 4Q: 3 clusters Score -2700919 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2701534.250000 Penalty: 5120.315918
	Iteration 5Q: 3 clusters Score -2701534 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2702120.250000 Penalty: 5120.315918
	Iteration 6Q: 3 clusters Score -2702120 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2702632.500000 Penalty: 5120.315918
	Iteration 7Q: 3 clusters Score -2702632 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2703122.500000 Penalty: 5120.315918
	Iteration 8Q: 3 clusters Score -2703122 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2703524.000000 Penalty: 5120.315918
	Iteration 9Q: 3 clusters Score -2703524 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2703936.750000 Penalty: 5120.315918
	Iteration 10Q: 3 clusters Score -2703937 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2704293.250000 Penalty: 5120.315918
	Iteration 11Q: 3 clusters Score -2704293 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2704602.000000 Penalty: 5120.315918
	Iteration 12Q: 3 clusters Score -2704602 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2704908.000000 Penalty: 5120.315918
	Iteration 13Q: 3 clusters Score -2704908 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2705166.000000 Penalty: 5120.315918
	Iteration 14Q: 3 clusters Score -2705166 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2705384.500000 Penalty: 5120.315918
	Iteration 15Q: 3 clusters Score -2705384 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2705560.750000 Penalty: 5120.315918
	Iteration 16Q: 3 clusters Score -2705561 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2705695.000000 Penalty: 5120.315918
	Iteration 17Q: 3 clusters Score -2705695 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2705855.750000 Penalty: 5120.315918
	Iteration 18Q: 3 clusters Score -2705856 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2706016.500000 Penalty: 5120.315918
	Iteration 19Q: 3 clusters Score -2706016 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2706181.250000 Penalty: 5120.315918
	Iteration 20F: 3 clusters Score -2706181 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2706393.750000 Penalty: 5120.315918
	Iteration 21Q: 3 clusters Score -2706394 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2706645.000000 Penalty: 5120.315918
	Iteration 22Q: 3 clusters Score -2706645 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2706920.750000 Penalty: 5120.315918
	Iteration 23Q: 3 clusters Score -2706921 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2707117.750000 Penalty: 5120.315918
	Iteration 24Q: 3 clusters Score -2707118 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2707323.250000 Penalty: 5120.315918
	Iteration 25Q: 3 clusters Score -2707323 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2707449.500000 Penalty: 5120.315918
	Iteration 26Q: 3 clusters Score -2707450 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2707583.750000 Penalty: 5120.315918
	Iteration 27Q: 3 clusters Score -2707584 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2707657.500000 Penalty: 5120.315918
	Iteration 28Q: 3 clusters Score -2707658 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2707703.750000 Penalty: 5120.315918
	Iteration 29Q: 3 clusters Score -2707704 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2707750.000000 Penalty: 5120.315918
	Iteration 30Q: 3 clusters Score -2707750 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2707762.250000 Penalty: 5120.315918
	Iteration 31Q: 3 clusters Score -2707762 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2707790.250000 Penalty: 5120.315918
	Iteration 32Q: 3 clusters Score -2707790 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2707797.750000 Penalty: 5120.315918
	Iteration 33Q: 3 clusters Score -2707798 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2707817.250000 Penalty: 5120.315918
	Iteration 34Q: 3 clusters Score -2707817 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2707825.250000 Penalty: 5120.315918
	Iteration 35Q: 3 clusters Score -2707825 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2707833.750000 Penalty: 5120.315918
	Iteration 36Q: 3 clusters Score -2707834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2707837.750000 Penalty: 5120.315918
	Iteration 37Q: 3 clusters Score -2707838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2707850.250000 Penalty: 5120.315918
	Iteration 38Q: 3 clusters Score -2707850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2707852.750000 Penalty: 5120.315918
	Iteration 39Q: 3 clusters Score -2707853 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2707854.750000 Penalty: 5120.315918
	Iteration 40F: 3 clusters Score -2707855 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2707849.500000 Penalty: 5120.315918
	Iteration 41Q: 3 clusters Score -2707850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2707860.500000 Penalty: 5120.315918
	Iteration 42Q: 3 clusters Score -2707860 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2707859.000000 Penalty: 5120.315918
	Iteration 43Q: 3 clusters Score -2707859 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2707858.000000 Penalty: 5120.315918
	Iteration 44Q: 3 clusters Score -2707858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2707879.750000 Penalty: 5120.315918
	Iteration 45Q: 3 clusters Score -2707880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2707892.000000 Penalty: 5120.315918
	Iteration 46Q: 3 clusters Score -2707892 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2707889.750000 Penalty: 5120.315918
	Iteration 47Q: 3 clusters Score -2707890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2707894.750000 Penalty: 5120.315918
	Iteration 48Q: 3 clusters Score -2707895 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2707898.500000 Penalty: 5120.315918
	Iteration 49Q: 3 clusters Score -2707898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2707892.500000 Penalty: 5120.315918
	Iteration 50Q: 3 clusters Score -2707892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2707902.500000 Penalty: 5120.315918
	Iteration 51Q: 3 clusters Score -2707902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2707907.500000 Penalty: 5120.315918
	Iteration 52Q: 3 clusters Score -2707908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2707913.500000 Penalty: 5120.315918
	Iteration 53Q: 3 clusters Score -2707914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2707911.250000 Penalty: 5120.315918
	Iteration 54Q: 3 clusters Score -2707911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2707918.500000 Penalty: 5120.315918
	Iteration 55Q: 3 clusters Score -2707918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2707919.750000 Penalty: 5120.315918
	Iteration 56Q: 3 clusters Score -2707920 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2707924.500000 Penalty: 5120.315918
	Iteration 57Q: 3 clusters Score -2707924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2707941.750000 Penalty: 5120.315918
	Iteration 58Q: 3 clusters Score -2707942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2707946.000000 Penalty: 5120.315918
	Iteration 59Q: 3 clusters Score -2707946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2707947.250000 Penalty: 5120.315918
	Iteration 60F: 3 clusters Score -2707947 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2707951.750000 Penalty: 5120.315918
	Iteration 61Q: 3 clusters Score -2707952 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2707959.500000 Penalty: 5120.315918
	Iteration 62Q: 3 clusters Score -2707960 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2707969.250000 Penalty: 5120.315918
	Iteration 63Q: 3 clusters Score -2707969 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2707969.000000 Penalty: 5120.315918
	Iteration 64Q: 3 clusters Score -2707969 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2707981.750000 Penalty: 5120.315918
	Iteration 65Q: 3 clusters Score -2707982 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2707993.500000 Penalty: 5120.315918
	Iteration 66Q: 3 clusters Score -2707994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2707999.500000 Penalty: 5120.315918
	Iteration 67Q: 3 clusters Score -2708000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2708010.000000 Penalty: 5120.315918
	Iteration 68Q: 3 clusters Score -2708010 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2708017.000000 Penalty: 5120.315918
	Iteration 69Q: 3 clusters Score -2708017 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2708018.250000 Penalty: 5120.315918
	Iteration 70Q: 3 clusters Score -2708018 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2708043.000000 Penalty: 5120.315918
	Iteration 71Q: 3 clusters Score -2708043 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2708059.000000 Penalty: 5120.315918
	Iteration 72Q: 3 clusters Score -2708059 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2708075.750000 Penalty: 5120.315918
	Iteration 73Q: 3 clusters Score -2708076 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2708097.000000 Penalty: 5120.315918
	Iteration 74Q: 3 clusters Score -2708097 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2708111.000000 Penalty: 5120.315918
	Iteration 75Q: 3 clusters Score -2708111 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2708131.000000 Penalty: 5120.315918
	Iteration 76Q: 3 clusters Score -2708131 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2708172.000000 Penalty: 5120.315918
	Iteration 77Q: 3 clusters Score -2708172 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2708201.250000 Penalty: 5120.315918
	Iteration 78Q: 3 clusters Score -2708201 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2708225.500000 Penalty: 5120.315918
	Iteration 79Q: 3 clusters Score -2708226 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2708250.000000 Penalty: 5120.315918
	Iteration 80F: 3 clusters Score -2708250 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2708265.250000 Penalty: 5120.315918
	Iteration 81Q: 3 clusters Score -2708265 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2708294.000000 Penalty: 5120.315918
	Iteration 82Q: 3 clusters Score -2708294 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2708294.750000 Penalty: 5120.315918
	Iteration 83Q: 3 clusters Score -2708295 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2708301.500000 Penalty: 5120.315918
	Iteration 84Q: 3 clusters Score -2708302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2708310.500000 Penalty: 5120.315918
	Iteration 85Q: 3 clusters Score -2708310 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2708324.250000 Penalty: 5120.315918
	Iteration 86Q: 3 clusters Score -2708324 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2708336.250000 Penalty: 5120.315918
	Iteration 87Q: 3 clusters Score -2708336 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2708348.750000 Penalty: 5120.315918
	Iteration 88Q: 3 clusters Score -2708349 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2708354.000000 Penalty: 5120.315918
	Iteration 89Q: 3 clusters Score -2708354 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2708368.250000 Penalty: 5120.315918
	Iteration 90Q: 3 clusters Score -2708368 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2708378.750000 Penalty: 5120.315918
	Iteration 91Q: 3 clusters Score -2708379 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2708385.000000 Penalty: 5120.315918
	Iteration 92Q: 3 clusters Score -2708385 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2708397.750000 Penalty: 5120.315918
	Iteration 93Q: 3 clusters Score -2708398 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2708416.750000 Penalty: 5120.315918
	Iteration 94Q: 3 clusters Score -2708417 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2708422.500000 Penalty: 5120.315918
	Iteration 95Q: 3 clusters Score -2708422 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2708447.750000 Penalty: 5120.315918
	Iteration 96Q: 3 clusters Score -2708448 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2708457.250000 Penalty: 5120.315918
	Iteration 97Q: 3 clusters Score -2708457 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2708489.750000 Penalty: 5120.315918
	Iteration 98Q: 3 clusters Score -2708490 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2708513.250000 Penalty: 5120.315918
	Iteration 99Q: 3 clusters Score -2708513 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2708546.000000 Penalty: 5120.315918
	Iteration 100F: 3 clusters Score -2708546 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2708579.750000 Penalty: 5120.315918
	Iteration 101Q: 3 clusters Score -2708580 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2708625.500000 Penalty: 5120.315918
	Iteration 102Q: 3 clusters Score -2708626 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2708653.000000 Penalty: 5120.315918
	Iteration 103Q: 3 clusters Score -2708653 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2708686.750000 Penalty: 5120.315918
	Iteration 104Q: 3 clusters Score -2708687 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2708744.500000 Penalty: 5120.315918
	Iteration 105Q: 3 clusters Score -2708744 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2708786.000000 Penalty: 5120.315918
	Iteration 106Q: 3 clusters Score -2708786 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2708829.000000 Penalty: 5120.315918
	Iteration 107Q: 3 clusters Score -2708829 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2708880.750000 Penalty: 5120.315918
	Iteration 108Q: 3 clusters Score -2708881 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2708931.000000 Penalty: 5120.315918
	Iteration 109Q: 3 clusters Score -2708931 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2708983.250000 Penalty: 5120.315918
	Iteration 110Q: 3 clusters Score -2708983 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2709012.750000 Penalty: 5120.315918
	Iteration 111Q: 3 clusters Score -2709013 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2709024.500000 Penalty: 5120.315918
	Iteration 112Q: 3 clusters Score -2709024 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2709050.750000 Penalty: 5120.315918
	Iteration 113Q: 3 clusters Score -2709051 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2709086.500000 Penalty: 5120.315918
	Iteration 114Q: 3 clusters Score -2709086 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2709100.250000 Penalty: 5120.315918
	Iteration 115Q: 3 clusters Score -2709100 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2709125.000000 Penalty: 5120.315918
	Iteration 116Q: 3 clusters Score -2709125 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -2709132.000000 Penalty: 5120.315918
	Iteration 117Q: 3 clusters Score -2709132 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2709140.000000 Penalty: 5120.315918
	Iteration 118Q: 3 clusters Score -2709140 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -2709163.250000 Penalty: 5120.315918
	Iteration 119Q: 3 clusters Score -2709163 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2709176.000000 Penalty: 5120.315918
	Iteration 120F: 3 clusters Score -2709176 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -2709185.750000 Penalty: 5120.315918
	Iteration 121Q: 3 clusters Score -2709186 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2709197.000000 Penalty: 5120.315918
	Iteration 122Q: 3 clusters Score -2709197 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2709206.000000 Penalty: 5120.315918
	Iteration 123Q: 3 clusters Score -2709206 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -2709218.750000 Penalty: 5120.315918
	Iteration 124Q: 3 clusters Score -2709219 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -2709234.000000 Penalty: 5120.315918
	Iteration 125Q: 3 clusters Score -2709234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -2709241.000000 Penalty: 5120.315918
	Iteration 126Q: 3 clusters Score -2709241 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2709249.000000 Penalty: 5120.315918
	Iteration 127Q: 3 clusters Score -2709249 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2709253.250000 Penalty: 5120.315918
	Iteration 128Q: 3 clusters Score -2709253 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2709268.250000 Penalty: 5120.315918
	Iteration 129Q: 3 clusters Score -2709268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2709281.250000 Penalty: 5120.315918
	Iteration 130Q: 3 clusters Score -2709281 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2709283.750000 Penalty: 5120.315918
	Iteration 131Q: 3 clusters Score -2709284 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2709300.750000 Penalty: 5120.315918
	Iteration 132Q: 3 clusters Score -2709301 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2709304.250000 Penalty: 5120.315918
	Iteration 133Q: 3 clusters Score -2709304 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -2709311.250000 Penalty: 5120.315918
	Iteration 134Q: 3 clusters Score -2709311 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -2709320.000000 Penalty: 5120.315918
	Iteration 135Q: 3 clusters Score -2709320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2709322.500000 Penalty: 5120.315918
	Iteration 136Q: 3 clusters Score -2709322 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -2709322.250000 Penalty: 5120.315918
	Iteration 137Q: 3 clusters Score -2709322 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -2709342.500000 Penalty: 5120.315918
	Iteration 138Q: 3 clusters Score -2709342 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -2709344.500000 Penalty: 5120.315918
	Iteration 139Q: 3 clusters Score -2709344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -2709361.250000 Penalty: 5120.315918
	Iteration 140F: 3 clusters Score -2709361 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2709375.750000 Penalty: 5120.315918
	Iteration 141Q: 3 clusters Score -2709376 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2709391.500000 Penalty: 5120.315918
	Iteration 142Q: 3 clusters Score -2709392 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2709408.000000 Penalty: 5120.315918
	Iteration 143Q: 3 clusters Score -2709408 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -2709412.750000 Penalty: 5120.315918
	Iteration 144Q: 3 clusters Score -2709413 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -2709420.000000 Penalty: 5120.315918
	Iteration 145Q: 3 clusters Score -2709420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -2709433.500000 Penalty: 5120.315918
	Iteration 146Q: 3 clusters Score -2709434 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -2709452.750000 Penalty: 5120.315918
	Iteration 147Q: 3 clusters Score -2709453 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -2709473.250000 Penalty: 5120.315918
	Iteration 148Q: 3 clusters Score -2709473 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2709490.750000 Penalty: 5120.315918
	Iteration 149Q: 3 clusters Score -2709491 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2709525.500000 Penalty: 5120.315918
	Iteration 150Q: 3 clusters Score -2709526 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -2709563.250000 Penalty: 5120.315918
	Iteration 151Q: 3 clusters Score -2709563 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -2709588.000000 Penalty: 5120.315918
	Iteration 152Q: 3 clusters Score -2709588 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -2709622.000000 Penalty: 5120.315918
	Iteration 153Q: 3 clusters Score -2709622 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2709657 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -2709684.500000 Penalty: 5120.315918
	Iteration 155Q: 3 clusters Score -2709684 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -2709686.500000 Penalty: 5120.315918
	Iteration 156Q: 3 clusters Score -2709686 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -2709711.500000 Penalty: 5120.315918
	Iteration 157Q: 3 clusters Score -2709712 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -2709746.750000 Penalty: 5120.315918
	Iteration 158Q: 3 clusters Score -2709747 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -2709761.750000 Penalty: 5120.315918
	Iteration 159Q: 3 clusters Score -2709762 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -2709783.000000 Penalty: 5120.315918
	Iteration 160F: 3 clusters Score -2709783 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -2709802.750000 Penalty: 5120.315918
	Iteration 161Q: 3 clusters Score -2709803 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -2709820.750000 Penalty: 5120.315918
	Iteration 162Q: 3 clusters Score -2709821 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -2709846.500000 Penalty: 5120.315918
	Iteration 163Q: 3 clusters Score -2709846 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -2709868.250000 Penalty: 5120.315918
	Iteration 164Q: 3 clusters Score -2709868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -2709878.250000 Penalty: 5120.315918
	Iteration 165Q: 3 clusters Score -2709878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -2709885.250000 Penalty: 5120.315918
	Iteration 166Q: 3 clusters Score -2709885 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -2709911.000000 Penalty: 5120.315918
	Iteration 167Q: 3 clusters Score -2709911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -2709908.000000 Penalty: 5120.315918
	Iteration 168Q: 3 clusters Score -2709908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -2709915.500000 Penalty: 5120.315918
	Iteration 169Q: 3 clusters Score -2709916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -2709927.250000 Penalty: 5120.315918
	Iteration 170Q: 3 clusters Score -2709927 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -2709925.500000 Penalty: 5120.315918
	Iteration 171Q: 3 clusters Score -2709926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -2709933.250000 Penalty: 5120.315918
	Iteration 172Q: 3 clusters Score -2709933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -2709941.750000 Penalty: 5120.315918
	Iteration 173Q: 3 clusters Score -2709942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -2709947.750000 Penalty: 5120.315918
	Iteration 174Q: 3 clusters Score -2709948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -2709952.000000 Penalty: 5120.315918
	Iteration 175Q: 3 clusters Score -2709952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -2709960.750000 Penalty: 5120.315918
	Iteration 176Q: 3 clusters Score -2709961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -2709956.000000 Penalty: 5120.315918
	Iteration 177Q: 3 clusters Score -2709956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -2709963.000000 Penalty: 5120.315918
	Iteration 178Q: 3 clusters Score -2709963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -2709968.750000 Penalty: 5120.315918
	Iteration 179Q: 3 clusters Score -2709969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -2709977.000000 Penalty: 5120.315918
	Iteration 180F: 3 clusters Score -2709977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -2709979.750000 Penalty: 5120.315918
	Iteration 181Q: 3 clusters Score -2709980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -2709977.250000 Penalty: 5120.315918
	Iteration 182Q: 3 clusters Score -2709977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -2709976.500000 Penalty: 5120.315918
	Iteration 183Q: 3 clusters Score -2709976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -2709980.500000 Penalty: 5120.315918
	Iteration 184Q: 3 clusters Score -2709980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -2709979.750000 Penalty: 5120.315918
	Iteration 185Q: 3 clusters Score -2709980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -2709985.000000 Penalty: 5120.315918
	Iteration 186Q: 3 clusters Score -2709985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -2709983.500000 Penalty: 5120.315918
	Iteration 187Q: 3 clusters Score -2709984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -2709983.250000 Penalty: 5120.315918
	Iteration 188Q: 3 clusters Score -2709983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -2709981.750000 Penalty: 5120.315918
	Iteration 189Q: 3 clusters Score -2709982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -2709985.000000 Penalty: 5120.315918
	Iteration 190Q: 3 clusters Score -2709985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -2709989.000000 Penalty: 5120.315918
	Iteration 191Q: 3 clusters Score -2709989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -2709990.750000 Penalty: 5120.315918
	Iteration 192Q: 3 clusters Score -2709991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -2709986.750000 Penalty: 5120.315918
	Iteration 193Q: 3 clusters Score -2709987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -2709988.750000 Penalty: 5120.315918
	Iteration 194Q: 3 clusters Score -2709989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -2709986.750000 Penalty: 5120.315918
	Iteration 195Q: 3 clusters Score -2709987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -2709985.500000 Penalty: 5120.315918
	Iteration 196Q: 3 clusters Score -2709986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -2709988.250000 Penalty: 5120.315918
	Iteration 197Q: 3 clusters Score -2709988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -2709986.250000 Penalty: 5120.315918
	Iteration 198Q: 3 clusters Score -2709986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -2709993.500000 Penalty: 5120.315918
	Iteration 199Q: 3 clusters Score -2709994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -2709985.000000 Penalty: 5120.315918
	Iteration 200F: 3 clusters Score -2709985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -2709986.750000 Penalty: 5120.315918
	Iteration 201Q: 3 clusters Score -2709987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -2709989.750000 Penalty: 5120.315918
	Iteration 202Q: 3 clusters Score -2709990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -2709990.250000 Penalty: 5120.315918
	Iteration 203Q: 3 clusters Score -2709990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -2709988.250000 Penalty: 5120.315918
	Iteration 204Q: 3 clusters Score -2709988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -2709986.750000 Penalty: 5120.315918
	Iteration 205Q: 3 clusters Score -2709987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -2709988.500000 Penalty: 5120.315918
	Iteration 206Q: 3 clusters Score -2709988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -2709990.000000 Penalty: 5120.315918
	Iteration 207Q: 3 clusters Score -2709990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -2709991.000000 Penalty: 5120.315918
	Iteration 208Q: 3 clusters Score -2709991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -2709989.500000 Penalty: 5120.315918
	Iteration 209Q: 3 clusters Score -2709990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -2709996.750000 Penalty: 5120.315918
	Iteration 210Q: 3 clusters Score -2709997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -2709997.750000 Penalty: 5120.315918
	Iteration 211Q: 3 clusters Score -2709998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -2709999.500000 Penalty: 5120.315918
	Iteration 212Q: 3 clusters Score -2710000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -2709995.750000 Penalty: 5120.315918
	Iteration 213Q: 3 clusters Score -2709996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -2709998.750000 Penalty: 5120.315918
	Iteration 214Q: 3 clusters Score -2709999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -2710000.000000 Penalty: 5120.315918
	Iteration 215Q: 3 clusters Score -2710000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -2710005.750000 Penalty: 5120.315918
	Iteration 216Q: 3 clusters Score -2710006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -2709999.500000 Penalty: 5120.315918
	Iteration 217Q: 3 clusters Score -2710000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -2709999.750000 Penalty: 5120.315918
	Iteration 218Q: 3 clusters Score -2710000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -2710002.500000 Penalty: 5120.315918
	Iteration 219Q: 3 clusters Score -2710002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -2710009.750000 Penalty: 5120.315918
	Iteration 220F: 3 clusters Score -2710010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -2710006.500000 Penalty: 5120.315918
	Iteration 221Q: 3 clusters Score -2710006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -2710014.250000 Penalty: 5120.315918
	Iteration 222Q: 3 clusters Score -2710014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -2710015.500000 Penalty: 5120.315918
	Iteration 223Q: 3 clusters Score -2710016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -2710014.250000 Penalty: 5120.315918
	Iteration 224Q: 3 clusters Score -2710014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -2710011.500000 Penalty: 5120.315918
	Iteration 225Q: 3 clusters Score -2710012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -2710012.000000 Penalty: 5120.315918
	Iteration 226Q: 3 clusters Score -2710012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -2710009.500000 Penalty: 5120.315918
	Iteration 227Q: 3 clusters Score -2710010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -2710010.000000 Penalty: 5120.315918
	Iteration 228Q: 3 clusters Score -2710010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -2710010.000000 Penalty: 5120.315918
	Iteration 229F: 3 clusters Score -2710010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (310617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310617 members 
Entering Unmasked Estep 
Score: -30400274.000000 Penalty: 3136.286377
	Iteration 0F: 2 clusters Score -3.040027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155258 members 
Mstep: Class 2 contains 155359 members 
Entering Unmasked Estep 
Score: -30202240.000000 Penalty: 6272.572754
	Iteration 0F: 3 clusters Score -3.020224e+07 nChanged 150860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152546 members 
Mstep: Class 2 contains 158071 members 
Entering Unmasked Estep 
Score: -30290284.000000 Penalty: 6272.572754
	Iteration 1F: 3 clusters Score -3.029028e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151455 members 
Mstep: Class 2 contains 159162 members 
Entering Unmasked Estep 
Score: -30291596.000000 Penalty: 6272.572754
	Iteration 2Q: 3 clusters Score -3.02916e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149757 members 
Mstep: Class 2 contains 160860 members 
Entering Unmasked Estep 
Score: -30292950.000000 Penalty: 6272.572754
	Iteration 3Q: 3 clusters Score -3.029295e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147233 members 
Mstep: Class 2 contains 163384 members 
Entering Unmasked Estep 
Score: -30294652.000000 Penalty: 6272.572754
	Iteration 4Q: 3 clusters Score -3.029465e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143293 members 
Mstep: Class 2 contains 167324 members 
Entering Unmasked Estep 
Score: -30296646.000000 Penalty: 6272.572754
	Iteration 5Q: 3 clusters Score -3.029665e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137196 members 
Mstep: Class 2 contains 173421 members 
Entering Unmasked Estep 
Score: -30299514.000000 Penalty: 6272.572754
	Iteration 6Q: 3 clusters Score -3.029951e+07 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128299 members 
Mstep: Class 2 contains 182318 members 
Entering Unmasked Estep 
Score: -30304286.000000 Penalty: 6272.572754
	Iteration 7Q: 3 clusters Score -3.030429e+07 nChanged 16022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116237 members 
Mstep: Class 2 contains 194380 members 
Entering Unmasked Estep 
Score: -30311932.000000 Penalty: 6272.572754
	Iteration 8F: 3 clusters Score -3.031193e+07 nChanged 18991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101514 members 
Mstep: Class 2 contains 209103 members 
Entering Unmasked Estep 
Score: -30323884.000000 Penalty: 6272.572754
	Iteration 9F: 3 clusters Score -3.032388e+07 nChanged 19884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87054 members 
Mstep: Class 2 contains 223563 members 
Entering Unmasked Estep 
Score: -30338884.000000 Penalty: 6272.572754
	Iteration 10F: 3 clusters Score -3.033888e+07 nChanged 17975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76541 members 
Mstep: Class 2 contains 234076 members 
Entering Unmasked Estep 
Score: -30352352.000000 Penalty: 6272.572754
	Iteration 11F: 3 clusters Score -3.035235e+07 nChanged 13990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 239880 members 
Entering Unmasked Estep 
Score: -30359960.000000 Penalty: 6272.572754
	Iteration 12Q: 3 clusters Score -3.035996e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 243782 members 
Entering Unmasked Estep 
Score: -30362914.000000 Penalty: 6272.572754
	Iteration 13Q: 3 clusters Score -3.036291e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63243 members 
Mstep: Class 2 contains 247374 members 
Entering Unmasked Estep 
Score: -30364520.000000 Penalty: 6272.572754
	Iteration 14Q: 3 clusters Score -3.036452e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 250840 members 
Entering Unmasked Estep 
Score: -30365520.000000 Penalty: 6272.572754
	Iteration 15Q: 3 clusters Score -3.036552e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 254277 members 
Entering Unmasked Estep 
Score: -30366614.000000 Penalty: 6272.572754
	Iteration 16Q: 3 clusters Score -3.036661e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 257615 members 
Entering Unmasked Estep 
Score: -30367666.000000 Penalty: 6272.572754
	Iteration 17Q: 3 clusters Score -3.036767e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 260928 members 
Entering Unmasked Estep 
Score: -30368910.000000 Penalty: 6272.572754
	Iteration 18Q: 3 clusters Score -3.036891e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 264172 members 
Entering Unmasked Estep 
Score: -30370212.000000 Penalty: 6272.572754
	Iteration 19Q: 3 clusters Score -3.037021e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 267453 members 
Entering Unmasked Estep 
Score: -30371588.000000 Penalty: 6272.572754
	Iteration 20F: 3 clusters Score -3.037159e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 270747 members 
Entering Unmasked Estep 
Score: -30372968.000000 Penalty: 6272.572754
	Iteration 21Q: 3 clusters Score -3.037297e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 274025 members 
Entering Unmasked Estep 
Score: -30374384.000000 Penalty: 6272.572754
	Iteration 22Q: 3 clusters Score -3.037438e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 277299 members 
Entering Unmasked Estep 
Score: -30376114.000000 Penalty: 6272.572754
	Iteration 23Q: 3 clusters Score -3.037611e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 280479 members 
Entering Unmasked Estep 
Score: -30377886.000000 Penalty: 6272.572754
	Iteration 24Q: 3 clusters Score -3.037789e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 283616 members 
Entering Unmasked Estep 
Score: -30379632.000000 Penalty: 6272.572754
	Iteration 25Q: 3 clusters Score -3.037963e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 286716 members 
Entering Unmasked Estep 
Score: -30381462.000000 Penalty: 6272.572754
	Iteration 26Q: 3 clusters Score -3.038146e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 289668 members 
Entering Unmasked Estep 
Score: -30383404.000000 Penalty: 6272.572754
	Iteration 27Q: 3 clusters Score -3.03834e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 292470 members 
Entering Unmasked Estep 
Score: -30385170.000000 Penalty: 6272.572754
	Iteration 28Q: 3 clusters Score -3.038517e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 295106 members 
Entering Unmasked Estep 
Score: -30387164.000000 Penalty: 6272.572754
	Iteration 29Q: 3 clusters Score -3.038716e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 297515 members 
Entering Unmasked Estep 
Score: -30388788.000000 Penalty: 6272.572754
	Iteration 30Q: 3 clusters Score -3.038879e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 299645 members 
Entering Unmasked Estep 
Score: -30390526.000000 Penalty: 6272.572754
	Iteration 31Q: 3 clusters Score -3.039053e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 301420 members 
Entering Unmasked Estep 
Score: -30391858.000000 Penalty: 6272.572754
	Iteration 32Q: 3 clusters Score -3.039186e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 302936 members 
Entering Unmasked Estep 
Score: -30393012.000000 Penalty: 6272.572754
	Iteration 33Q: 3 clusters Score -3.039301e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 304229 members 
Entering Unmasked Estep 
Score: -30393960.000000 Penalty: 6272.572754
	Iteration 34Q: 3 clusters Score -3.039396e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 305317 members 
Entering Unmasked Estep 
Score: -30394786.000000 Penalty: 6272.572754
	Iteration 35Q: 3 clusters Score -3.039479e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 306221 members 
Entering Unmasked Estep 
Score: -30395360.000000 Penalty: 6272.572754
	Iteration 36Q: 3 clusters Score -3.039536e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 306933 members 
Entering Unmasked Estep 
Score: -30395868.000000 Penalty: 6272.572754
	Iteration 37Q: 3 clusters Score -3.039587e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 307496 members 
Entering Unmasked Estep 
Score: -30396246.000000 Penalty: 6272.572754
	Iteration 38Q: 3 clusters Score -3.039625e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 307947 members 
Entering Unmasked Estep 
Score: -30396520.000000 Penalty: 6272.572754
	Iteration 39Q: 3 clusters Score -3.039652e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 308285 members 
Entering Unmasked Estep 
Score: -30396846.000000 Penalty: 6272.572754
	Iteration 40F: 3 clusters Score -3.039685e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 308555 members 
Entering Unmasked Estep 
Score: -30397046.000000 Penalty: 6272.572754
	Iteration 41Q: 3 clusters Score -3.039705e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 308753 members 
Entering Unmasked Estep 
Score: -30397260.000000 Penalty: 6272.572754
	Iteration 42Q: 3 clusters Score -3.039726e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 308901 members 
Entering Unmasked Estep 
Score: -30397394.000000 Penalty: 6272.572754
	Iteration 43Q: 3 clusters Score -3.039739e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 309026 members 
Entering Unmasked Estep 
Score: -30397498.000000 Penalty: 6272.572754
	Iteration 44Q: 3 clusters Score -3.03975e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 309133 members 
Entering Unmasked Estep 
Score: -30397550.000000 Penalty: 6272.572754
	Iteration 45Q: 3 clusters Score -3.039755e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 309201 members 
Entering Unmasked Estep 
Score: -30397574.000000 Penalty: 6272.572754
	Iteration 46Q: 3 clusters Score -3.039757e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 309248 members 
Entering Unmasked Estep 
Score: -30397610.000000 Penalty: 6272.572754
	Iteration 47Q: 3 clusters Score -3.039761e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 309282 members 
Entering Unmasked Estep 
Score: -30397640.000000 Penalty: 6272.572754
	Iteration 48Q: 3 clusters Score -3.039764e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 309310 members 
Entering Unmasked Estep 
Score: -30397638.000000 Penalty: 6272.572754
	Iteration 49Q: 3 clusters Score -3.039764e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 309325 members 
Entering Unmasked Estep 
Score: -30397656.000000 Penalty: 6272.572754
	Iteration 50Q: 3 clusters Score -3.039766e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 309345 members 
Entering Unmasked Estep 
Score: -30397650.000000 Penalty: 6272.572754
	Iteration 51Q: 3 clusters Score -3.039765e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 309356 members 
Entering Unmasked Estep 
Score: -30397664.000000 Penalty: 6272.572754
	Iteration 52Q: 3 clusters Score -3.039766e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 309375 members 
Entering Unmasked Estep 
Score: -30397708.000000 Penalty: 6272.572754
	Iteration 53Q: 3 clusters Score -3.039771e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 309396 members 
Entering Unmasked Estep 
Score: -30397688.000000 Penalty: 6272.572754
	Iteration 54Q: 3 clusters Score -3.039769e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 309409 members 
Entering Unmasked Estep 
Score: -30397704.000000 Penalty: 6272.572754
	Iteration 55Q: 3 clusters Score -3.03977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 309413 members 
Entering Unmasked Estep 
Score: -30397690.000000 Penalty: 6272.572754
	Iteration 56Q: 3 clusters Score -3.039769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 309414 members 
Entering Unmasked Estep 
Score: -30397720.000000 Penalty: 6272.572754
	Iteration 57Q: 3 clusters Score -3.039772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 309420 members 
Entering Unmasked Estep 
Score: -30397726.000000 Penalty: 6272.572754
	Iteration 58Q: 3 clusters Score -3.039773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 309431 members 
Entering Unmasked Estep 
Score: -30397732.000000 Penalty: 6272.572754
	Iteration 59Q: 3 clusters Score -3.039773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 309436 members 
Entering Unmasked Estep 
Score: -30397748.000000 Penalty: 6272.572754
	Iteration 60F: 3 clusters Score -3.039775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 309438 members 
Entering Unmasked Estep 
Score: -30397752.000000 Penalty: 6272.572754
	Iteration 61Q: 3 clusters Score -3.039775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 309439 members 
Entering Unmasked Estep 
Score: -30397748.000000 Penalty: 6272.572754
	Iteration 62Q: 3 clusters Score -3.039775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 309443 members 
Entering Unmasked Estep 
Score: -30397732.000000 Penalty: 6272.572754
	Iteration 63Q: 3 clusters Score -3.039773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 309445 members 
Entering Unmasked Estep 
Score: -30397740.000000 Penalty: 6272.572754
	Iteration 64Q: 3 clusters Score -3.039774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 309447 members 
Entering Unmasked Estep 
Score: -30397742.000000 Penalty: 6272.572754
	Iteration 65Q: 3 clusters Score -3.039774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 309450 members 
Entering Unmasked Estep 
Score: -30397744.000000 Penalty: 6272.572754
	Iteration 66Q: 3 clusters Score -3.039774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 309452 members 
Entering Unmasked Estep 
Score: -30397730.000000 Penalty: 6272.572754
	Iteration 67Q: 3 clusters Score -3.039773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 309456 members 
Entering Unmasked Estep 
Score: -30397734.000000 Penalty: 6272.572754
	Iteration 68Q: 3 clusters Score -3.039773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 309457 members 
Entering Unmasked Estep 
Score: -30397726.000000 Penalty: 6272.572754
	Iteration 69Q: 3 clusters Score -3.039773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 309456 members 
Entering Unmasked Estep 
Score: -30397738.000000 Penalty: 6272.572754
	Iteration 70Q: 3 clusters Score -3.039774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 309456 members 
Entering Unmasked Estep 
Score: -30397738.000000 Penalty: 6272.572754
	Iteration 71F: 3 clusters Score -3.039774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (97729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97729 members 
Entering Unmasked Estep 
Score: -9419937.000000 Penalty: 2849.508545
	Iteration 0F: 2 clusters Score -9419937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -9354871.000000 Penalty: 5699.017090
	Iteration 0F: 3 clusters Score -9354871 nChanged 46001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -9381890.000000 Penalty: 5699.017090
	Iteration 1F: 3 clusters Score -9381890 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -9383318.000000 Penalty: 5699.017090
	Iteration 2Q: 3 clusters Score -9383318 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -9384999.000000 Penalty: 5699.017090
	Iteration 3Q: 3 clusters Score -9384999 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -9387238.000000 Penalty: 5699.017090
	Iteration 4Q: 3 clusters Score -9387238 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56931 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -9389713.000000 Penalty: 5699.017090
	Iteration 5F: 3 clusters Score -9389713 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -9392564.000000 Penalty: 5699.017090
	Iteration 6F: 3 clusters Score -9392564 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -9395466.000000 Penalty: 5699.017090
	Iteration 7F: 3 clusters Score -9395466 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -9398447.000000 Penalty: 5699.017090
	Iteration 8F: 3 clusters Score -9398447 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69446 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -9401266.000000 Penalty: 5699.017090
	Iteration 9Q: 3 clusters Score -9401266 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -9404413.000000 Penalty: 5699.017090
	Iteration 10Q: 3 clusters Score -9404413 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -9407346.000000 Penalty: 5699.017090
	Iteration 11Q: 3 clusters Score -9407346 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78482 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -9409949.000000 Penalty: 5699.017090
	Iteration 12Q: 3 clusters Score -9409949 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80582 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -9411866.000000 Penalty: 5699.017090
	Iteration 13Q: 3 clusters Score -9411866 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -9413176.000000 Penalty: 5699.017090
	Iteration 14Q: 3 clusters Score -9413176 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83975 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -9414208.000000 Penalty: 5699.017090
	Iteration 15Q: 3 clusters Score -9414208 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85381 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -9415067.000000 Penalty: 5699.017090
	Iteration 16Q: 3 clusters Score -9415067 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86595 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -9415753.000000 Penalty: 5699.017090
	Iteration 17Q: 3 clusters Score -9415753 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87642 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -9416235.000000 Penalty: 5699.017090
	Iteration 18Q: 3 clusters Score -9416235 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88559 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -9416671.000000 Penalty: 5699.017090
	Iteration 19Q: 3 clusters Score -9416671 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89329 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -9416998.000000 Penalty: 5699.017090
	Iteration 20F: 3 clusters Score -9416998 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89964 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -9417272.000000 Penalty: 5699.017090
	Iteration 21Q: 3 clusters Score -9417272 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90533 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -9417505.000000 Penalty: 5699.017090
	Iteration 22Q: 3 clusters Score -9417505 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90983 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -9417645.000000 Penalty: 5699.017090
	Iteration 23Q: 3 clusters Score -9417645 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91375 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -9417730.000000 Penalty: 5699.017090
	Iteration 24Q: 3 clusters Score -9417730 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91693 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -9417867.000000 Penalty: 5699.017090
	Iteration 25Q: 3 clusters Score -9417867 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91979 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -9417938.000000 Penalty: 5699.017090
	Iteration 26Q: 3 clusters Score -9417938 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92243 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -9417990.000000 Penalty: 5699.017090
	Iteration 27Q: 3 clusters Score -9417990 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92470 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -9418066.000000 Penalty: 5699.017090
	Iteration 28Q: 3 clusters Score -9418066 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92676 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -9418099.000000 Penalty: 5699.017090
	Iteration 29Q: 3 clusters Score -9418099 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92864 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -9418128.000000 Penalty: 5699.017090
	Iteration 30Q: 3 clusters Score -9418128 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93023 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -9418138.000000 Penalty: 5699.017090
	Iteration 31Q: 3 clusters Score -9418138 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93166 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -9418200.000000 Penalty: 5699.017090
	Iteration 32Q: 3 clusters Score -9418200 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93289 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -9418223.000000 Penalty: 5699.017090
	Iteration 33Q: 3 clusters Score -9418223 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93415 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -9418231.000000 Penalty: 5699.017090
	Iteration 34Q: 3 clusters Score -9418231 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93530 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -9418244.000000 Penalty: 5699.017090
	Iteration 35Q: 3 clusters Score -9418244 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93647 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -9418278.000000 Penalty: 5699.017090
	Iteration 36Q: 3 clusters Score -9418278 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93747 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -9418309.000000 Penalty: 5699.017090
	Iteration 37Q: 3 clusters Score -9418309 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -9418311.000000 Penalty: 5699.017090
	Iteration 38Q: 3 clusters Score -9418311 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93929 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -9418333.000000 Penalty: 5699.017090
	Iteration 39Q: 3 clusters Score -9418333 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94006 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -9418351.000000 Penalty: 5699.017090
	Iteration 40F: 3 clusters Score -9418351 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -9418378.000000 Penalty: 5699.017090
	Iteration 41Q: 3 clusters Score -9418378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -9418387.000000 Penalty: 5699.017090
	Iteration 42Q: 3 clusters Score -9418387 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94198 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -9418406.000000 Penalty: 5699.017090
	Iteration 43Q: 3 clusters Score -9418406 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94251 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -9418426.000000 Penalty: 5699.017090
	Iteration 44Q: 3 clusters Score -9418426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94290 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -9418437.000000 Penalty: 5699.017090
	Iteration 45Q: 3 clusters Score -9418437 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94333 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -9418438.000000 Penalty: 5699.017090
	Iteration 46Q: 3 clusters Score -9418438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94370 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -9418452.000000 Penalty: 5699.017090
	Iteration 47Q: 3 clusters Score -9418452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94401 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -9418471.000000 Penalty: 5699.017090
	Iteration 48Q: 3 clusters Score -9418471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94428 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -9418474.000000 Penalty: 5699.017090
	Iteration 49Q: 3 clusters Score -9418474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94446 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -9418483.000000 Penalty: 5699.017090
	Iteration 50Q: 3 clusters Score -9418483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94466 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -9418497.000000 Penalty: 5699.017090
	Iteration 51Q: 3 clusters Score -9418497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94485 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -9418483.000000 Penalty: 5699.017090
	Iteration 52Q: 3 clusters Score -9418483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -9418493.000000 Penalty: 5699.017090
	Iteration 53Q: 3 clusters Score -9418493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94512 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -9418490.000000 Penalty: 5699.017090
	Iteration 54Q: 3 clusters Score -9418490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94523 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -9418493.000000 Penalty: 5699.017090
	Iteration 55Q: 3 clusters Score -9418493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94533 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -9418502.000000 Penalty: 5699.017090
	Iteration 56Q: 3 clusters Score -9418502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94539 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -9418503.000000 Penalty: 5699.017090
	Iteration 57Q: 3 clusters Score -9418503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94544 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -9418493.000000 Penalty: 5699.017090
	Iteration 58Q: 3 clusters Score -9418493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94553 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -9418506.000000 Penalty: 5699.017090
	Iteration 59Q: 3 clusters Score -9418506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94559 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -9418509.000000 Penalty: 5699.017090
	Iteration 60F: 3 clusters Score -9418509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94566 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -9418501.000000 Penalty: 5699.017090
	Iteration 61Q: 3 clusters Score -9418501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94567 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -9418505.000000 Penalty: 5699.017090
	Iteration 62Q: 3 clusters Score -9418505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94570 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -9418509.000000 Penalty: 5699.017090
	Iteration 63Q: 3 clusters Score -9418509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94574 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -9418496.000000 Penalty: 5699.017090
	Iteration 64Q: 3 clusters Score -9418496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94577 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -9418504.000000 Penalty: 5699.017090
	Iteration 65Q: 3 clusters Score -9418504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94583 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -9418514.000000 Penalty: 5699.017090
	Iteration 66Q: 3 clusters Score -9418514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94586 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -9418510.000000 Penalty: 5699.017090
	Iteration 67Q: 3 clusters Score -9418510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94590 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -9418511.000000 Penalty: 5699.017090
	Iteration 68Q: 3 clusters Score -9418511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94597 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -9418504.000000 Penalty: 5699.017090
	Iteration 69Q: 3 clusters Score -9418504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94609 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -9418527.000000 Penalty: 5699.017090
	Iteration 70Q: 3 clusters Score -9418527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94615 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -9418525.000000 Penalty: 5699.017090
	Iteration 71Q: 3 clusters Score -9418525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94618 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -9418521.000000 Penalty: 5699.017090
	Iteration 72Q: 3 clusters Score -9418521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94623 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -9418522.000000 Penalty: 5699.017090
	Iteration 73Q: 3 clusters Score -9418522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94629 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -9418526.000000 Penalty: 5699.017090
	Iteration 74Q: 3 clusters Score -9418526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94634 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -9418531.000000 Penalty: 5699.017090
	Iteration 75Q: 3 clusters Score -9418531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94637 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -9418524.000000 Penalty: 5699.017090
	Iteration 76Q: 3 clusters Score -9418524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94640 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -9418517.000000 Penalty: 5699.017090
	Iteration 77Q: 3 clusters Score -9418517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94643 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -9418522.000000 Penalty: 5699.017090
	Iteration 78Q: 3 clusters Score -9418522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94643 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -9418527.000000 Penalty: 5699.017090
	Iteration 79Q: 3 clusters Score -9418527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94644 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -9418533.000000 Penalty: 5699.017090
	Iteration 80F: 3 clusters Score -9418533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94648 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -9418532.000000 Penalty: 5699.017090
	Iteration 81Q: 3 clusters Score -9418532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94652 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -9418526.000000 Penalty: 5699.017090
	Iteration 82Q: 3 clusters Score -9418526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94656 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -9418522.000000 Penalty: 5699.017090
	Iteration 83Q: 3 clusters Score -9418522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94659 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -9418514.000000 Penalty: 5699.017090
	Iteration 84Q: 3 clusters Score -9418514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94663 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -9418524.000000 Penalty: 5699.017090
	Iteration 85Q: 3 clusters Score -9418524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94663 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -9418523.000000 Penalty: 5699.017090
	Iteration 86Q: 3 clusters Score -9418523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94663 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -9418523.000000 Penalty: 5699.017090
	Iteration 87F: 3 clusters Score -9418523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Entering Unmasked Estep 
Score: -766413.750000 Penalty: 2218.539551
	Iteration 0F: 2 clusters Score -766413.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -760159.687500 Penalty: 4437.079102
	Iteration 0F: 3 clusters Score -760159.7 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -761824.812500 Penalty: 4437.079102
	Iteration 1F: 3 clusters Score -761824.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -762094.875000 Penalty: 4437.079102
	Iteration 2F: 3 clusters Score -762094.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -762273.437500 Penalty: 4437.079102
	Iteration 3F: 3 clusters Score -762273.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -762410.625000 Penalty: 4437.079102
	Iteration 4Q: 3 clusters Score -762410.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -762526.125000 Penalty: 4437.079102
	Iteration 5Q: 3 clusters Score -762526.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -762626.937500 Penalty: 4437.079102
	Iteration 6Q: 3 clusters Score -762626.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -762712.375000 Penalty: 4437.079102
	Iteration 7Q: 3 clusters Score -762712.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -762795.187500 Penalty: 4437.079102
	Iteration 8Q: 3 clusters Score -762795.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -762889.375000 Penalty: 4437.079102
	Iteration 9Q: 3 clusters Score -762889.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -762984.562500 Penalty: 4437.079102
	Iteration 10Q: 3 clusters Score -762984.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -763098.312500 Penalty: 4437.079102
	Iteration 11Q: 3 clusters Score -763098.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -763220.187500 Penalty: 4437.079102
	Iteration 12Q: 3 clusters Score -763220.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -763339.375000 Penalty: 4437.079102
	Iteration 13Q: 3 clusters Score -763339.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -763450.312500 Penalty: 4437.079102
	Iteration 14Q: 3 clusters Score -763450.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -763571.750000 Penalty: 4437.079102
	Iteration 15Q: 3 clusters Score -763571.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -763693.000000 Penalty: 4437.079102
	Iteration 16Q: 3 clusters Score -763693 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -763791.812500 Penalty: 4437.079102
	Iteration 17Q: 3 clusters Score -763791.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -763884.562500 Penalty: 4437.079102
	Iteration 18Q: 3 clusters Score -763884.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -763973.000000 Penalty: 4437.079102
	Iteration 19Q: 3 clusters Score -763973 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -764049.500000 Penalty: 4437.079102
	Iteration 20F: 3 clusters Score -764049.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -764116.562500 Penalty: 4437.079102
	Iteration 21Q: 3 clusters Score -764116.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -764161.562500 Penalty: 4437.079102
	Iteration 22Q: 3 clusters Score -764161.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -764202.437500 Penalty: 4437.079102
	Iteration 23Q: 3 clusters Score -764202.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -764237.875000 Penalty: 4437.079102
	Iteration 24Q: 3 clusters Score -764237.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -764279.312500 Penalty: 4437.079102
	Iteration 25Q: 3 clusters Score -764279.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -764308.375000 Penalty: 4437.079102
	Iteration 26Q: 3 clusters Score -764308.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -764332.437500 Penalty: 4437.079102
	Iteration 27Q: 3 clusters Score -764332.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -764356.937500 Penalty: 4437.079102
	Iteration 28Q: 3 clusters Score -764356.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -764380.500000 Penalty: 4437.079102
	Iteration 29Q: 3 clusters Score -764380.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -764402.062500 Penalty: 4437.079102
	Iteration 30Q: 3 clusters Score -764402.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -764422.312500 Penalty: 4437.079102
	Iteration 31Q: 3 clusters Score -764422.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -764441.937500 Penalty: 4437.079102
	Iteration 32Q: 3 clusters Score -764441.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -764459.750000 Penalty: 4437.079102
	Iteration 33Q: 3 clusters Score -764459.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -764469.375000 Penalty: 4437.079102
	Iteration 34Q: 3 clusters Score -764469.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -764474.750000 Penalty: 4437.079102
	Iteration 35Q: 3 clusters Score -764474.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -764479.437500 Penalty: 4437.079102
	Iteration 36Q: 3 clusters Score -764479.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -764485.375000 Penalty: 4437.079102
	Iteration 37Q: 3 clusters Score -764485.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -764491.500000 Penalty: 4437.079102
	Iteration 38Q: 3 clusters Score -764491.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -764500.312500 Penalty: 4437.079102
	Iteration 39Q: 3 clusters Score -764500.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -764502.062500 Penalty: 4437.079102
	Iteration 40F: 3 clusters Score -764502.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -764504.312500 Penalty: 4437.079102
	Iteration 41Q: 3 clusters Score -764504.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -764508.125000 Penalty: 4437.079102
	Iteration 42Q: 3 clusters Score -764508.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -764511.375000 Penalty: 4437.079102
	Iteration 43Q: 3 clusters Score -764511.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -764511.687500 Penalty: 4437.079102
	Iteration 44Q: 3 clusters Score -764511.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -764512.250000 Penalty: 4437.079102
	Iteration 45Q: 3 clusters Score -764512.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -764513.312500 Penalty: 4437.079102
	Iteration 46Q: 3 clusters Score -764513.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -764513.687500 Penalty: 4437.079102
	Iteration 47Q: 3 clusters Score -764513.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -764514.500000 Penalty: 4437.079102
	Iteration 48Q: 3 clusters Score -764514.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -764514.312500 Penalty: 4437.079102
	Iteration 49Q: 3 clusters Score -764514.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -764513.875000 Penalty: 4437.079102
	Iteration 50Q: 3 clusters Score -764513.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -764515.000000 Penalty: 4437.079102
	Iteration 51Q: 3 clusters Score -764515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -764518.562500 Penalty: 4437.079102
	Iteration 52Q: 3 clusters Score -764518.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -764520.187500 Penalty: 4437.079102
	Iteration 53Q: 3 clusters Score -764520.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -764525.250000 Penalty: 4437.079102
	Iteration 54Q: 3 clusters Score -764525.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -764527.500000 Penalty: 4437.079102
	Iteration 55Q: 3 clusters Score -764527.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -764528.187500 Penalty: 4437.079102
	Iteration 56Q: 3 clusters Score -764528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -764528.625000 Penalty: 4437.079102
	Iteration 57Q: 3 clusters Score -764528.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -764528.625000 Penalty: 4437.079102
	Iteration 58F: 3 clusters Score -764528.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Entering Unmasked Estep 
Score: -2794379.750000 Penalty: 2566.418701
	Iteration 0F: 2 clusters Score -2794380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2772936.000000 Penalty: 5132.837402
	Iteration 0F: 3 clusters Score -2772936 nChanged 14140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2780667.500000 Penalty: 5132.837402
	Iteration 1F: 3 clusters Score -2780668 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2781304.750000 Penalty: 5132.837402
	Iteration 2F: 3 clusters Score -2781305 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2781958.000000 Penalty: 5132.837402
	Iteration 3F: 3 clusters Score -2781958 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2782747.000000 Penalty: 5132.837402
	Iteration 4Q: 3 clusters Score -2782747 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2783900.250000 Penalty: 5132.837402
	Iteration 5F: 3 clusters Score -2783900 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2785548.500000 Penalty: 5132.837402
	Iteration 6F: 3 clusters Score -2785548 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2787938.250000 Penalty: 5132.837402
	Iteration 7F: 3 clusters Score -2787938 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2790656.250000 Penalty: 5132.837402
	Iteration 8F: 3 clusters Score -2790656 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2792632.000000 Penalty: 5132.837402
	Iteration 9F: 3 clusters Score -2792632 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2793793.750000 Penalty: 5132.837402
	Iteration 10Q: 3 clusters Score -2793794 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2794447.000000 Penalty: 5132.837402
	Iteration 11Q: 3 clusters Score -2794447 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2794813.250000 Penalty: 5132.837402
	Iteration 12Q: 3 clusters Score -2794813 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2795027.500000 Penalty: 5132.837402
	Iteration 13Q: 3 clusters Score -2795028 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2795173.250000 Penalty: 5132.837402
	Iteration 14Q: 3 clusters Score -2795173 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2795286.500000 Penalty: 5132.837402
	Iteration 15Q: 3 clusters Score -2795286 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2795359.000000 Penalty: 5132.837402
	Iteration 16Q: 3 clusters Score -2795359 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2795431.750000 Penalty: 5132.837402
	Iteration 17Q: 3 clusters Score -2795432 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2795478.500000 Penalty: 5132.837402
	Iteration 18Q: 3 clusters Score -2795478 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2795544.250000 Penalty: 5132.837402
	Iteration 19Q: 3 clusters Score -2795544 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2795588.500000 Penalty: 5132.837402
	Iteration 20F: 3 clusters Score -2795588 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2795630.750000 Penalty: 5132.837402
	Iteration 21Q: 3 clusters Score -2795631 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2795677.500000 Penalty: 5132.837402
	Iteration 22Q: 3 clusters Score -2795678 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2795705.250000 Penalty: 5132.837402
	Iteration 23Q: 3 clusters Score -2795705 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2795720.000000 Penalty: 5132.837402
	Iteration 24Q: 3 clusters Score -2795720 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2795740.750000 Penalty: 5132.837402
	Iteration 25Q: 3 clusters Score -2795741 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2795747.750000 Penalty: 5132.837402
	Iteration 26Q: 3 clusters Score -2795748 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2795762.750000 Penalty: 5132.837402
	Iteration 27Q: 3 clusters Score -2795763 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2795793.500000 Penalty: 5132.837402
	Iteration 28Q: 3 clusters Score -2795794 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2795813.250000 Penalty: 5132.837402
	Iteration 29Q: 3 clusters Score -2795813 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2795831.000000 Penalty: 5132.837402
	Iteration 30Q: 3 clusters Score -2795831 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2795849.500000 Penalty: 5132.837402
	Iteration 31Q: 3 clusters Score -2795850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2795853.250000 Penalty: 5132.837402
	Iteration 32Q: 3 clusters Score -2795853 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2795864.750000 Penalty: 5132.837402
	Iteration 33Q: 3 clusters Score -2795865 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2795874.000000 Penalty: 5132.837402
	Iteration 34Q: 3 clusters Score -2795874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2795886.750000 Penalty: 5132.837402
	Iteration 35Q: 3 clusters Score -2795887 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2795901.000000 Penalty: 5132.837402
	Iteration 36Q: 3 clusters Score -2795901 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2795907.250000 Penalty: 5132.837402
	Iteration 37Q: 3 clusters Score -2795907 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2795908.000000 Penalty: 5132.837402
	Iteration 38Q: 3 clusters Score -2795908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2795907.250000 Penalty: 5132.837402
	Iteration 39Q: 3 clusters Score -2795907 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2795918.000000 Penalty: 5132.837402
	Iteration 40F: 3 clusters Score -2795918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2795926.250000 Penalty: 5132.837402
	Iteration 41Q: 3 clusters Score -2795926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2795935.750000 Penalty: 5132.837402
	Iteration 42Q: 3 clusters Score -2795936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2795941.250000 Penalty: 5132.837402
	Iteration 43Q: 3 clusters Score -2795941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2795941.750000 Penalty: 5132.837402
	Iteration 44Q: 3 clusters Score -2795942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2795936.250000 Penalty: 5132.837402
	Iteration 45Q: 3 clusters Score -2795936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2795935.250000 Penalty: 5132.837402
	Iteration 46Q: 3 clusters Score -2795935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2795934.000000 Penalty: 5132.837402
	Iteration 47Q: 3 clusters Score -2795934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2795933.000000 Penalty: 5132.837402
	Iteration 48Q: 3 clusters Score -2795933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2795934.250000 Penalty: 5132.837402
	Iteration 49Q: 3 clusters Score -2795934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2795932.000000 Penalty: 5132.837402
	Iteration 50Q: 3 clusters Score -2795932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2795933.250000 Penalty: 5132.837402
	Iteration 51Q: 3 clusters Score -2795933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2795934.500000 Penalty: 5132.837402
	Iteration 52Q: 3 clusters Score -2795934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2795934.500000 Penalty: 5132.837402
	Iteration 53F: 3 clusters Score -2795934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134865 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230373 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30431 members 
Mstep: Class 6 contains 310617 members 
Mstep: Class 7 contains 97729 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 25413 members 
Mstep: Class 10 contains 7695 members 
Mstep: Class 11 contains 225482 members 
Mstep: Class 12 contains 65367 members 
Mstep: Class 13 contains 21287 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221266 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 4537 members 
Mstep: Class 19 contains 5282 members 
Mstep: Class 20 contains 4994 members 
Mstep: Class 21 contains 7337 members 
Mstep: Class 22 contains 102801 members 
Mstep: Class 23 contains 5410 members 
Mstep: Class 24 contains 14156 members 
Mstep: Class 25 contains 5856 members 
Mstep: Class 26 contains 18356 members 
Mstep: Class 27 contains 11438 members 
Mstep: Class 28 contains 9661 members 
Mstep: Class 29 contains 10191 members 
Mstep: Class 30 contains 25704 members 
Mstep: Class 31 contains 8781 members 
Mstep: Class 32 contains 4739 members 
Mstep: Class 33 contains 5796 members 
Entering Unmasked Estep 
Score: -157696304.000000 Penalty: 117273.000000
Splitting cluster 9 changes total score from -157695328.000000 to -157696304.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 10 (7695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Entering Unmasked Estep 
Score: -710136.500000 Penalty: 2219.184814
	Iteration 0F: 2 clusters Score -710136.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -703910.375000 Penalty: 4438.369629
	Iteration 0F: 3 clusters Score -703910.4 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -705650.750000 Penalty: 4438.369629
	Iteration 1F: 3 clusters Score -705650.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -705966.812500 Penalty: 4438.369629
	Iteration 2F: 3 clusters Score -705966.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -706187.250000 Penalty: 4438.369629
	Iteration 3F: 3 clusters Score -706187.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -706399.625000 Penalty: 4438.369629
	Iteration 4Q: 3 clusters Score -706399.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -706619.437500 Penalty: 4438.369629
	Iteration 5Q: 3 clusters Score -706619.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -706889.750000 Penalty: 4438.369629
	Iteration 6Q: 3 clusters Score -706889.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -707171.500000 Penalty: 4438.369629
	Iteration 7Q: 3 clusters Score -707171.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -707466.750000 Penalty: 4438.369629
	Iteration 8Q: 3 clusters Score -707466.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -707806.875000 Penalty: 4438.369629
	Iteration 9Q: 3 clusters Score -707806.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -708166.437500 Penalty: 4438.369629
	Iteration 10Q: 3 clusters Score -708166.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -708437.437500 Penalty: 4438.369629
	Iteration 11Q: 3 clusters Score -708437.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -708650.187500 Penalty: 4438.369629
	Iteration 12Q: 3 clusters Score -708650.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -708785.437500 Penalty: 4438.369629
	Iteration 13Q: 3 clusters Score -708785.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -708882.437500 Penalty: 4438.369629
	Iteration 14Q: 3 clusters Score -708882.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -708948.625000 Penalty: 4438.369629
	Iteration 15Q: 3 clusters Score -708948.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -708976.125000 Penalty: 4438.369629
	Iteration 16Q: 3 clusters Score -708976.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -709003.500000 Penalty: 4438.369629
	Iteration 17Q: 3 clusters Score -709003.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -709020.750000 Penalty: 4438.369629
	Iteration 18Q: 3 clusters Score -709020.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -709030.500000 Penalty: 4438.369629
	Iteration 19Q: 3 clusters Score -709030.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -709038.125000 Penalty: 4438.369629
	Iteration 20F: 3 clusters Score -709038.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -709044.312500 Penalty: 4438.369629
	Iteration 21Q: 3 clusters Score -709044.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -709050.000000 Penalty: 4438.369629
	Iteration 22Q: 3 clusters Score -709050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -709052.375000 Penalty: 4438.369629
	Iteration 23Q: 3 clusters Score -709052.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -709058.500000 Penalty: 4438.369629
	Iteration 24Q: 3 clusters Score -709058.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -709059.312500 Penalty: 4438.369629
	Iteration 25Q: 3 clusters Score -709059.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -709061.750000 Penalty: 4438.369629
	Iteration 26Q: 3 clusters Score -709061.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -709063.437500 Penalty: 4438.369629
	Iteration 27Q: 3 clusters Score -709063.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -709063.562500 Penalty: 4438.369629
	Iteration 28Q: 3 clusters Score -709063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -709064.250000 Penalty: 4438.369629
	Iteration 29Q: 3 clusters Score -709064.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -709064.187500 Penalty: 4438.369629
	Iteration 30Q: 3 clusters Score -709064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -709064.187500 Penalty: 4438.369629
	Iteration 31F: 3 clusters Score -709064.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (225482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225482 members 
Entering Unmasked Estep 
Score: -22158750.000000 Penalty: 3056.846924
	Iteration 0F: 2 clusters Score -2.215875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112508 members 
Mstep: Class 2 contains 112974 members 
Entering Unmasked Estep 
Score: -22009212.000000 Penalty: 6113.693848
	Iteration 0F: 3 clusters Score -2.200921e+07 nChanged 108758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110018 members 
Mstep: Class 2 contains 115464 members 
Entering Unmasked Estep 
Score: -22073282.000000 Penalty: 6113.693848
	Iteration 1F: 3 clusters Score -2.207328e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109189 members 
Mstep: Class 2 contains 116293 members 
Entering Unmasked Estep 
Score: -22074972.000000 Penalty: 6113.693848
	Iteration 2Q: 3 clusters Score -2.207497e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108180 members 
Mstep: Class 2 contains 117302 members 
Entering Unmasked Estep 
Score: -22077494.000000 Penalty: 6113.693848
	Iteration 3Q: 3 clusters Score -2.207749e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106864 members 
Mstep: Class 2 contains 118618 members 
Entering Unmasked Estep 
Score: -22081052.000000 Penalty: 6113.693848
	Iteration 4Q: 3 clusters Score -2.208105e+07 nChanged 10856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105162 members 
Mstep: Class 2 contains 120320 members 
Entering Unmasked Estep 
Score: -22086300.000000 Penalty: 6113.693848
	Iteration 5Q: 3 clusters Score -2.20863e+07 nChanged 12315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102937 members 
Mstep: Class 2 contains 122545 members 
Entering Unmasked Estep 
Score: -22092932.000000 Penalty: 6113.693848
	Iteration 6F: 3 clusters Score -2.209293e+07 nChanged 12930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100207 members 
Mstep: Class 2 contains 125275 members 
Entering Unmasked Estep 
Score: -22099784.000000 Penalty: 6113.693848
	Iteration 7F: 3 clusters Score -2.209978e+07 nChanged 12317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96550 members 
Mstep: Class 2 contains 128932 members 
Entering Unmasked Estep 
Score: -22105676.000000 Penalty: 6113.693848
	Iteration 8F: 3 clusters Score -2.210568e+07 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91850 members 
Mstep: Class 2 contains 133632 members 
Entering Unmasked Estep 
Score: -22109860.000000 Penalty: 6113.693848
	Iteration 9Q: 3 clusters Score -2.210986e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86046 members 
Mstep: Class 2 contains 139436 members 
Entering Unmasked Estep 
Score: -22113592.000000 Penalty: 6113.693848
	Iteration 10Q: 3 clusters Score -2.211359e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 146355 members 
Entering Unmasked Estep 
Score: -22116994.000000 Penalty: 6113.693848
	Iteration 11Q: 3 clusters Score -2.211699e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70945 members 
Mstep: Class 2 contains 154537 members 
Entering Unmasked Estep 
Score: -22120780.000000 Penalty: 6113.693848
	Iteration 12Q: 3 clusters Score -2.212078e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 163739 members 
Entering Unmasked Estep 
Score: -22125032.000000 Penalty: 6113.693848
	Iteration 13Q: 3 clusters Score -2.212503e+07 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 173740 members 
Entering Unmasked Estep 
Score: -22129856.000000 Penalty: 6113.693848
	Iteration 14Q: 3 clusters Score -2.212986e+07 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 183985 members 
Entering Unmasked Estep 
Score: -22135228.000000 Penalty: 6113.693848
	Iteration 15Q: 3 clusters Score -2.213523e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 193699 members 
Entering Unmasked Estep 
Score: -22140424.000000 Penalty: 6113.693848
	Iteration 16Q: 3 clusters Score -2.214042e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 202370 members 
Entering Unmasked Estep 
Score: -22145092.000000 Penalty: 6113.693848
	Iteration 17Q: 3 clusters Score -2.214509e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 209287 members 
Entering Unmasked Estep 
Score: -22148720.000000 Penalty: 6113.693848
	Iteration 18Q: 3 clusters Score -2.214872e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 214471 members 
Entering Unmasked Estep 
Score: -22151314.000000 Penalty: 6113.693848
	Iteration 19Q: 3 clusters Score -2.215131e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 217944 members 
Entering Unmasked Estep 
Score: -22152966.000000 Penalty: 6113.693848
	Iteration 20F: 3 clusters Score -2.215297e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 220202 members 
Entering Unmasked Estep 
Score: -22154134.000000 Penalty: 6113.693848
	Iteration 21Q: 3 clusters Score -2.215413e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 221654 members 
Entering Unmasked Estep 
Score: -22154756.000000 Penalty: 6113.693848
	Iteration 22Q: 3 clusters Score -2.215476e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 222534 members 
Entering Unmasked Estep 
Score: -22155146.000000 Penalty: 6113.693848
	Iteration 23Q: 3 clusters Score -2.215515e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 223117 members 
Entering Unmasked Estep 
Score: -22155388.000000 Penalty: 6113.693848
	Iteration 24Q: 3 clusters Score -2.215539e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 223502 members 
Entering Unmasked Estep 
Score: -22155596.000000 Penalty: 6113.693848
	Iteration 25Q: 3 clusters Score -2.21556e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 223763 members 
Entering Unmasked Estep 
Score: -22155710.000000 Penalty: 6113.693848
	Iteration 26Q: 3 clusters Score -2.215571e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 223914 members 
Entering Unmasked Estep 
Score: -22155848.000000 Penalty: 6113.693848
	Iteration 27Q: 3 clusters Score -2.215585e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 224042 members 
Entering Unmasked Estep 
Score: -22155938.000000 Penalty: 6113.693848
	Iteration 28Q: 3 clusters Score -2.215594e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 224138 members 
Entering Unmasked Estep 
Score: -22155982.000000 Penalty: 6113.693848
	Iteration 29Q: 3 clusters Score -2.215598e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 224204 members 
Entering Unmasked Estep 
Score: -22156048.000000 Penalty: 6113.693848
	Iteration 30Q: 3 clusters Score -2.215605e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 224259 members 
Entering Unmasked Estep 
Score: -22156054.000000 Penalty: 6113.693848
	Iteration 31Q: 3 clusters Score -2.215605e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 224306 members 
Entering Unmasked Estep 
Score: -22156098.000000 Penalty: 6113.693848
	Iteration 32Q: 3 clusters Score -2.21561e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 224352 members 
Entering Unmasked Estep 
Score: -22156144.000000 Penalty: 6113.693848
	Iteration 33Q: 3 clusters Score -2.215614e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 224389 members 
Entering Unmasked Estep 
Score: -22156138.000000 Penalty: 6113.693848
	Iteration 34Q: 3 clusters Score -2.215614e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 224413 members 
Entering Unmasked Estep 
Score: -22156166.000000 Penalty: 6113.693848
	Iteration 35Q: 3 clusters Score -2.215617e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 224430 members 
Entering Unmasked Estep 
Score: -22156170.000000 Penalty: 6113.693848
	Iteration 36Q: 3 clusters Score -2.215617e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 224453 members 
Entering Unmasked Estep 
Score: -22156202.000000 Penalty: 6113.693848
	Iteration 37Q: 3 clusters Score -2.21562e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 224472 members 
Entering Unmasked Estep 
Score: -22156234.000000 Penalty: 6113.693848
	Iteration 38Q: 3 clusters Score -2.215623e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 224487 members 
Entering Unmasked Estep 
Score: -22156238.000000 Penalty: 6113.693848
	Iteration 39Q: 3 clusters Score -2.215624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 224494 members 
Entering Unmasked Estep 
Score: -22156248.000000 Penalty: 6113.693848
	Iteration 40F: 3 clusters Score -2.215625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 224502 members 
Entering Unmasked Estep 
Score: -22156240.000000 Penalty: 6113.693848
	Iteration 41Q: 3 clusters Score -2.215624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 224502 members 
Entering Unmasked Estep 
Score: -22156240.000000 Penalty: 6113.693848
	Iteration 42Q: 3 clusters Score -2.215624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 224502 members 
Entering Unmasked Estep 
Score: -22156250.000000 Penalty: 6113.693848
	Iteration 43Q: 3 clusters Score -2.215625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 224504 members 
Entering Unmasked Estep 
Score: -22156254.000000 Penalty: 6113.693848
	Iteration 44Q: 3 clusters Score -2.215625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 224508 members 
Entering Unmasked Estep 
Score: -22156252.000000 Penalty: 6113.693848
	Iteration 45Q: 3 clusters Score -2.215625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 224512 members 
Entering Unmasked Estep 
Score: -22156256.000000 Penalty: 6113.693848
	Iteration 46Q: 3 clusters Score -2.215626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 224513 members 
Entering Unmasked Estep 
Score: -22156260.000000 Penalty: 6113.693848
	Iteration 47Q: 3 clusters Score -2.215626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 224517 members 
Entering Unmasked Estep 
Score: -22156260.000000 Penalty: 6113.693848
	Iteration 48Q: 3 clusters Score -2.215626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 224525 members 
Entering Unmasked Estep 
Score: -22156266.000000 Penalty: 6113.693848
	Iteration 49Q: 3 clusters Score -2.215627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 224528 members 
Entering Unmasked Estep 
Score: -22156276.000000 Penalty: 6113.693848
	Iteration 50Q: 3 clusters Score -2.215628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 224532 members 
Entering Unmasked Estep 
Score: -22156264.000000 Penalty: 6113.693848
	Iteration 51Q: 3 clusters Score -2.215626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 224536 members 
Entering Unmasked Estep 
Score: -22156260.000000 Penalty: 6113.693848
	Iteration 52Q: 3 clusters Score -2.215626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 224540 members 
Entering Unmasked Estep 
Score: -22156276.000000 Penalty: 6113.693848
	Iteration 53Q: 3 clusters Score -2.215628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 224545 members 
Entering Unmasked Estep 
Score: -22156276.000000 Penalty: 6113.693848
	Iteration 54Q: 3 clusters Score -2.215628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 224547 members 
Entering Unmasked Estep 
Score: -22156282.000000 Penalty: 6113.693848
	Iteration 55Q: 3 clusters Score -2.215628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 224552 members 
Entering Unmasked Estep 
Score: -22156286.000000 Penalty: 6113.693848
	Iteration 56Q: 3 clusters Score -2.215629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 224558 members 
Entering Unmasked Estep 
Score: -22156280.000000 Penalty: 6113.693848
	Iteration 57Q: 3 clusters Score -2.215628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 224560 members 
Entering Unmasked Estep 
Score: -22156286.000000 Penalty: 6113.693848
	Iteration 58Q: 3 clusters Score -2.215629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 224562 members 
Entering Unmasked Estep 
Score: -22156284.000000 Penalty: 6113.693848
	Iteration 59Q: 3 clusters Score -2.215628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 224561 members 
Entering Unmasked Estep 
Score: -22156284.000000 Penalty: 6113.693848
	Iteration 60F: 3 clusters Score -2.215628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 224563 members 
Entering Unmasked Estep 
Score: -22156288.000000 Penalty: 6113.693848
	Iteration 61Q: 3 clusters Score -2.215629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 224564 members 
Entering Unmasked Estep 
Score: -22156286.000000 Penalty: 6113.693848
	Iteration 62Q: 3 clusters Score -2.215629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 224565 members 
Entering Unmasked Estep 
Score: -22156288.000000 Penalty: 6113.693848
	Iteration 63Q: 3 clusters Score -2.215629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 224565 members 
Entering Unmasked Estep 
Score: -22156288.000000 Penalty: 6113.693848
	Iteration 64F: 3 clusters Score -2.215629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65367 members 
Entering Unmasked Estep 
Score: -6333120.000000 Penalty: 2749.767578
	Iteration 0F: 2 clusters Score -6333120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -6289228.500000 Penalty: 5499.535156
	Iteration 0F: 3 clusters Score -6289228 nChanged 30735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -6306156.000000 Penalty: 5499.535156
	Iteration 1F: 3 clusters Score -6306156 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -6306875.000000 Penalty: 5499.535156
	Iteration 2Q: 3 clusters Score -6306875 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -6307868.000000 Penalty: 5499.535156
	Iteration 3Q: 3 clusters Score -6307868 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -6309097.500000 Penalty: 5499.535156
	Iteration 4Q: 3 clusters Score -6309098 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -6310930.500000 Penalty: 5499.535156
	Iteration 5Q: 3 clusters Score -6310930 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -6312993.000000 Penalty: 5499.535156
	Iteration 6F: 3 clusters Score -6312993 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -6315084.500000 Penalty: 5499.535156
	Iteration 7F: 3 clusters Score -6315084 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -6316910.500000 Penalty: 5499.535156
	Iteration 8F: 3 clusters Score -6316910 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -6318483.500000 Penalty: 5499.535156
	Iteration 9F: 3 clusters Score -6318484 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -6320199.500000 Penalty: 5499.535156
	Iteration 10Q: 3 clusters Score -6320200 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -6322090.500000 Penalty: 5499.535156
	Iteration 11Q: 3 clusters Score -6322090 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -6323991.500000 Penalty: 5499.535156
	Iteration 12Q: 3 clusters Score -6323992 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -6325750.000000 Penalty: 5499.535156
	Iteration 13Q: 3 clusters Score -6325750 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -6327263.500000 Penalty: 5499.535156
	Iteration 14Q: 3 clusters Score -6327264 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -6328499.500000 Penalty: 5499.535156
	Iteration 15Q: 3 clusters Score -6328500 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -6329340.500000 Penalty: 5499.535156
	Iteration 16Q: 3 clusters Score -6329340 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63119 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6329860.500000 Penalty: 5499.535156
	Iteration 17Q: 3 clusters Score -6329860 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6330253.500000 Penalty: 5499.535156
	Iteration 18Q: 3 clusters Score -6330254 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6330470.500000 Penalty: 5499.535156
	Iteration 19Q: 3 clusters Score -6330470 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64228 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6330612.000000 Penalty: 5499.535156
	Iteration 20F: 3 clusters Score -6330612 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6330725.500000 Penalty: 5499.535156
	Iteration 21Q: 3 clusters Score -6330726 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64437 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6330791.000000 Penalty: 5499.535156
	Iteration 22Q: 3 clusters Score -6330791 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6330816.000000 Penalty: 5499.535156
	Iteration 23Q: 3 clusters Score -6330816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6330840.000000 Penalty: 5499.535156
	Iteration 24Q: 3 clusters Score -6330840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6330868.500000 Penalty: 5499.535156
	Iteration 25Q: 3 clusters Score -6330868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64558 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6330873.000000 Penalty: 5499.535156
	Iteration 26Q: 3 clusters Score -6330873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64576 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6330887.500000 Penalty: 5499.535156
	Iteration 27Q: 3 clusters Score -6330888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64587 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6330895.000000 Penalty: 5499.535156
	Iteration 28Q: 3 clusters Score -6330895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6330898.000000 Penalty: 5499.535156
	Iteration 29Q: 3 clusters Score -6330898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6330910.500000 Penalty: 5499.535156
	Iteration 30Q: 3 clusters Score -6330910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6330920.000000 Penalty: 5499.535156
	Iteration 31Q: 3 clusters Score -6330920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6330937.000000 Penalty: 5499.535156
	Iteration 32Q: 3 clusters Score -6330937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6330928.000000 Penalty: 5499.535156
	Iteration 33Q: 3 clusters Score -6330928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64652 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6330936.000000 Penalty: 5499.535156
	Iteration 34Q: 3 clusters Score -6330936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6330948.500000 Penalty: 5499.535156
	Iteration 35Q: 3 clusters Score -6330948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6330949.000000 Penalty: 5499.535156
	Iteration 36Q: 3 clusters Score -6330949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64674 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6330951.000000 Penalty: 5499.535156
	Iteration 37Q: 3 clusters Score -6330951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6330966.000000 Penalty: 5499.535156
	Iteration 38Q: 3 clusters Score -6330966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6330964.500000 Penalty: 5499.535156
	Iteration 39Q: 3 clusters Score -6330964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6330959.500000 Penalty: 5499.535156
	Iteration 40F: 3 clusters Score -6330960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Entering Unmasked Estep 
Score: -1980369.250000 Penalty: 2471.531250
	Iteration 0F: 2 clusters Score -1980369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1965336.875000 Penalty: 4943.062500
	Iteration 0F: 3 clusters Score -1965337 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1970560.625000 Penalty: 4943.062500
	Iteration 1F: 3 clusters Score -1970561 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1971228.500000 Penalty: 4943.062500
	Iteration 2F: 3 clusters Score -1971228 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1971958.250000 Penalty: 4943.062500
	Iteration 3F: 3 clusters Score -1971958 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1972727.250000 Penalty: 4943.062500
	Iteration 4F: 3 clusters Score -1972727 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1973611.875000 Penalty: 4943.062500
	Iteration 5F: 3 clusters Score -1973612 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1974693.250000 Penalty: 4943.062500
	Iteration 6F: 3 clusters Score -1974693 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1975816.375000 Penalty: 4943.062500
	Iteration 7F: 3 clusters Score -1975816 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1976873.250000 Penalty: 4943.062500
	Iteration 8F: 3 clusters Score -1976873 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1977565.625000 Penalty: 4943.062500
	Iteration 9Q: 3 clusters Score -1977566 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1978077.250000 Penalty: 4943.062500
	Iteration 10Q: 3 clusters Score -1978077 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1978508.875000 Penalty: 4943.062500
	Iteration 11Q: 3 clusters Score -1978509 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1978817.250000 Penalty: 4943.062500
	Iteration 12Q: 3 clusters Score -1978817 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1978975.375000 Penalty: 4943.062500
	Iteration 13Q: 3 clusters Score -1978975 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1979058.875000 Penalty: 4943.062500
	Iteration 14Q: 3 clusters Score -1979059 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1979117.500000 Penalty: 4943.062500
	Iteration 15Q: 3 clusters Score -1979118 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1979148.625000 Penalty: 4943.062500
	Iteration 16Q: 3 clusters Score -1979149 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1979165.625000 Penalty: 4943.062500
	Iteration 17Q: 3 clusters Score -1979166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1979177.125000 Penalty: 4943.062500
	Iteration 18Q: 3 clusters Score -1979177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1979187.000000 Penalty: 4943.062500
	Iteration 19Q: 3 clusters Score -1979187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1979189.375000 Penalty: 4943.062500
	Iteration 20F: 3 clusters Score -1979189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1979191.500000 Penalty: 4943.062500
	Iteration 21Q: 3 clusters Score -1979192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1979201.250000 Penalty: 4943.062500
	Iteration 22Q: 3 clusters Score -1979201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1979199.875000 Penalty: 4943.062500
	Iteration 23Q: 3 clusters Score -1979200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1979202.500000 Penalty: 4943.062500
	Iteration 24Q: 3 clusters Score -1979202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1979204.375000 Penalty: 4943.062500
	Iteration 25Q: 3 clusters Score -1979204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1979204.875000 Penalty: 4943.062500
	Iteration 26Q: 3 clusters Score -1979205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1979204.875000 Penalty: 4943.062500
	Iteration 27Q: 3 clusters Score -1979205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1979207.500000 Penalty: 4943.062500
	Iteration 28Q: 3 clusters Score -1979208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1979204.125000 Penalty: 4943.062500
	Iteration 29Q: 3 clusters Score -1979204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1979202.125000 Penalty: 4943.062500
	Iteration 30Q: 3 clusters Score -1979202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1979203.375000 Penalty: 4943.062500
	Iteration 31Q: 3 clusters Score -1979203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1979204.875000 Penalty: 4943.062500
	Iteration 32Q: 3 clusters Score -1979205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1979202.125000 Penalty: 4943.062500
	Iteration 33Q: 3 clusters Score -1979202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1979205.375000 Penalty: 4943.062500
	Iteration 34Q: 3 clusters Score -1979205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1979209.000000 Penalty: 4943.062500
	Iteration 35Q: 3 clusters Score -1979209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1979209.000000 Penalty: 4943.062500
	Iteration 36F: 3 clusters Score -1979209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -842400.875000 Penalty: 2247.451416
	Iteration 0F: 2 clusters Score -842400.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -835586.875000 Penalty: 4494.902832
	Iteration 0F: 3 clusters Score -835586.9 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -837536.375000 Penalty: 4494.902832
	Iteration 1F: 3 clusters Score -837536.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -837811.312500 Penalty: 4494.902832
	Iteration 2F: 3 clusters Score -837811.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -837953.750000 Penalty: 4494.902832
	Iteration 3Q: 3 clusters Score -837953.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -838063.625000 Penalty: 4494.902832
	Iteration 4Q: 3 clusters Score -838063.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -838140.937500 Penalty: 4494.902832
	Iteration 5Q: 3 clusters Score -838140.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -838201.375000 Penalty: 4494.902832
	Iteration 6Q: 3 clusters Score -838201.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -838252.375000 Penalty: 4494.902832
	Iteration 7Q: 3 clusters Score -838252.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -838295.812500 Penalty: 4494.902832
	Iteration 8Q: 3 clusters Score -838295.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -838329.250000 Penalty: 4494.902832
	Iteration 9Q: 3 clusters Score -838329.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -838362.500000 Penalty: 4494.902832
	Iteration 10Q: 3 clusters Score -838362.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -838389.125000 Penalty: 4494.902832
	Iteration 11Q: 3 clusters Score -838389.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -838420.625000 Penalty: 4494.902832
	Iteration 12Q: 3 clusters Score -838420.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -838441.625000 Penalty: 4494.902832
	Iteration 13Q: 3 clusters Score -838441.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -838463.687500 Penalty: 4494.902832
	Iteration 14Q: 3 clusters Score -838463.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -838487.750000 Penalty: 4494.902832
	Iteration 15Q: 3 clusters Score -838487.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -838516.375000 Penalty: 4494.902832
	Iteration 16Q: 3 clusters Score -838516.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -838543.812500 Penalty: 4494.902832
	Iteration 17Q: 3 clusters Score -838543.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -838580.312500 Penalty: 4494.902832
	Iteration 18Q: 3 clusters Score -838580.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -838608.812500 Penalty: 4494.902832
	Iteration 19Q: 3 clusters Score -838608.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -838643.125000 Penalty: 4494.902832
	Iteration 20F: 3 clusters Score -838643.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -838673.875000 Penalty: 4494.902832
	Iteration 21Q: 3 clusters Score -838673.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -838705.375000 Penalty: 4494.902832
	Iteration 22Q: 3 clusters Score -838705.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -838741.875000 Penalty: 4494.902832
	Iteration 23Q: 3 clusters Score -838741.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -838780.250000 Penalty: 4494.902832
	Iteration 24Q: 3 clusters Score -838780.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -838809.812500 Penalty: 4494.902832
	Iteration 25Q: 3 clusters Score -838809.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -838841.812500 Penalty: 4494.902832
	Iteration 26Q: 3 clusters Score -838841.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -838875.625000 Penalty: 4494.902832
	Iteration 27Q: 3 clusters Score -838875.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -838918.750000 Penalty: 4494.902832
	Iteration 28Q: 3 clusters Score -838918.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -838958.437500 Penalty: 4494.902832
	Iteration 29Q: 3 clusters Score -838958.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -839000.750000 Penalty: 4494.902832
	Iteration 30Q: 3 clusters Score -839000.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -839053.375000 Penalty: 4494.902832
	Iteration 31Q: 3 clusters Score -839053.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -839095.937500 Penalty: 4494.902832
	Iteration 32Q: 3 clusters Score -839095.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -839146.562500 Penalty: 4494.902832
	Iteration 33Q: 3 clusters Score -839146.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -839200.000000 Penalty: 4494.902832
	Iteration 34Q: 3 clusters Score -839200 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -839239.437500 Penalty: 4494.902832
	Iteration 35Q: 3 clusters Score -839239.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -839297.625000 Penalty: 4494.902832
	Iteration 36Q: 3 clusters Score -839297.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -839369.375000 Penalty: 4494.902832
	Iteration 37Q: 3 clusters Score -839369.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -839456.312500 Penalty: 4494.902832
	Iteration 38Q: 3 clusters Score -839456.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -839563.062500 Penalty: 4494.902832
	Iteration 39Q: 3 clusters Score -839563.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -839681.312500 Penalty: 4494.902832
	Iteration 40F: 3 clusters Score -839681.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -839810.875000 Penalty: 4494.902832
	Iteration 41Q: 3 clusters Score -839810.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -839916.000000 Penalty: 4494.902832
	Iteration 42Q: 3 clusters Score -839916 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -839990.187500 Penalty: 4494.902832
	Iteration 43Q: 3 clusters Score -839990.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -840043.250000 Penalty: 4494.902832
	Iteration 44Q: 3 clusters Score -840043.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -840089.625000 Penalty: 4494.902832
	Iteration 45Q: 3 clusters Score -840089.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -840124.187500 Penalty: 4494.902832
	Iteration 46Q: 3 clusters Score -840124.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -840152.000000 Penalty: 4494.902832
	Iteration 47Q: 3 clusters Score -840152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -840175.500000 Penalty: 4494.902832
	Iteration 48Q: 3 clusters Score -840175.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -840193.312500 Penalty: 4494.902832
	Iteration 49Q: 3 clusters Score -840193.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -840213.187500 Penalty: 4494.902832
	Iteration 50Q: 3 clusters Score -840213.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -840225.875000 Penalty: 4494.902832
	Iteration 51Q: 3 clusters Score -840225.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -840242.375000 Penalty: 4494.902832
	Iteration 52Q: 3 clusters Score -840242.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -840262.875000 Penalty: 4494.902832
	Iteration 53Q: 3 clusters Score -840262.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -840282.750000 Penalty: 4494.902832
	Iteration 54Q: 3 clusters Score -840282.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -840301.500000 Penalty: 4494.902832
	Iteration 55Q: 3 clusters Score -840301.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -840325.437500 Penalty: 4494.902832
	Iteration 56Q: 3 clusters Score -840325.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -840345.562500 Penalty: 4494.902832
	Iteration 57Q: 3 clusters Score -840345.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -840371.187500 Penalty: 4494.902832
	Iteration 58Q: 3 clusters Score -840371.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -840398.937500 Penalty: 4494.902832
	Iteration 59Q: 3 clusters Score -840398.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -840424.125000 Penalty: 4494.902832
	Iteration 60F: 3 clusters Score -840424.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -840442.937500 Penalty: 4494.902832
	Iteration 61Q: 3 clusters Score -840442.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -840456.750000 Penalty: 4494.902832
	Iteration 62Q: 3 clusters Score -840456.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -840466.062500 Penalty: 4494.902832
	Iteration 63Q: 3 clusters Score -840466.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -840478.812500 Penalty: 4494.902832
	Iteration 64Q: 3 clusters Score -840478.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -840487.312500 Penalty: 4494.902832
	Iteration 65Q: 3 clusters Score -840487.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -840495.312500 Penalty: 4494.902832
	Iteration 66Q: 3 clusters Score -840495.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -840504.500000 Penalty: 4494.902832
	Iteration 67Q: 3 clusters Score -840504.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -840509.625000 Penalty: 4494.902832
	Iteration 68Q: 3 clusters Score -840509.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -840514.250000 Penalty: 4494.902832
	Iteration 69Q: 3 clusters Score -840514.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -840520.062500 Penalty: 4494.902832
	Iteration 70Q: 3 clusters Score -840520.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -840524.937500 Penalty: 4494.902832
	Iteration 71Q: 3 clusters Score -840524.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -840528.562500 Penalty: 4494.902832
	Iteration 72Q: 3 clusters Score -840528.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -840531.500000 Penalty: 4494.902832
	Iteration 73Q: 3 clusters Score -840531.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -840536.000000 Penalty: 4494.902832
	Iteration 74Q: 3 clusters Score -840536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -840539.687500 Penalty: 4494.902832
	Iteration 75Q: 3 clusters Score -840539.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -840543.187500 Penalty: 4494.902832
	Iteration 76Q: 3 clusters Score -840543.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -840546.625000 Penalty: 4494.902832
	Iteration 77Q: 3 clusters Score -840546.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -840549.125000 Penalty: 4494.902832
	Iteration 78Q: 3 clusters Score -840549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -840549.687500 Penalty: 4494.902832
	Iteration 79Q: 3 clusters Score -840549.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -840552.187500 Penalty: 4494.902832
	Iteration 80F: 3 clusters Score -840552.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -840555.375000 Penalty: 4494.902832
	Iteration 81Q: 3 clusters Score -840555.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -840558.687500 Penalty: 4494.902832
	Iteration 82Q: 3 clusters Score -840558.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -840559.937500 Penalty: 4494.902832
	Iteration 83Q: 3 clusters Score -840559.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -840563.500000 Penalty: 4494.902832
	Iteration 84Q: 3 clusters Score -840563.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -840567.750000 Penalty: 4494.902832
	Iteration 85Q: 3 clusters Score -840567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -840568.250000 Penalty: 4494.902832
	Iteration 86Q: 3 clusters Score -840568.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -840569.562500 Penalty: 4494.902832
	Iteration 87Q: 3 clusters Score -840569.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -840571.500000 Penalty: 4494.902832
	Iteration 88Q: 3 clusters Score -840571.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -840572.750000 Penalty: 4494.902832
	Iteration 89Q: 3 clusters Score -840572.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -840572.312500 Penalty: 4494.902832
	Iteration 90Q: 3 clusters Score -840572.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -840573.062500 Penalty: 4494.902832
	Iteration 91Q: 3 clusters Score -840573.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -840574.750000 Penalty: 4494.902832
	Iteration 92Q: 3 clusters Score -840574.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -840574.750000 Penalty: 4494.902832
	Iteration 93F: 3 clusters Score -840574.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (221266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221266 members 
Entering Unmasked Estep 
Score: -21644932.000000 Penalty: 3052.166016
	Iteration 0F: 2 clusters Score -2.164493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110777 members 
Mstep: Class 2 contains 110489 members 
Entering Unmasked Estep 
Score: -21499050.000000 Penalty: 6104.332031
	Iteration 0F: 3 clusters Score -2.149905e+07 nChanged 106952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114621 members 
Mstep: Class 2 contains 106645 members 
Entering Unmasked Estep 
Score: -21562054.000000 Penalty: 6104.332031
	Iteration 1F: 3 clusters Score -2.156205e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117612 members 
Mstep: Class 2 contains 103654 members 
Entering Unmasked Estep 
Score: -21563406.000000 Penalty: 6104.332031
	Iteration 2Q: 3 clusters Score -2.156341e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122370 members 
Mstep: Class 2 contains 98896 members 
Entering Unmasked Estep 
Score: -21565656.000000 Penalty: 6104.332031
	Iteration 3Q: 3 clusters Score -2.156566e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129797 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
Score: -21569698.000000 Penalty: 6104.332031
	Iteration 4Q: 3 clusters Score -2.15697e+07 nChanged 12951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140508 members 
Mstep: Class 2 contains 80758 members 
Entering Unmasked Estep 
Score: -21576732.000000 Penalty: 6104.332031
	Iteration 5F: 3 clusters Score -2.157673e+07 nChanged 15997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154545 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -21587578.000000 Penalty: 6104.332031
	Iteration 6F: 3 clusters Score -2.158758e+07 nChanged 17809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170790 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -21601332.000000 Penalty: 6104.332031
	Iteration 7F: 3 clusters Score -2.160133e+07 nChanged 16580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186518 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -21614818.000000 Penalty: 6104.332031
	Iteration 8F: 3 clusters Score -2.161482e+07 nChanged 13170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199464 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -21624938.000000 Penalty: 6104.332031
	Iteration 9F: 3 clusters Score -2.162494e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208757 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -21632364.000000 Penalty: 6104.332031
	Iteration 10Q: 3 clusters Score -2.163236e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214818 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -21637178.000000 Penalty: 6104.332031
	Iteration 11Q: 3 clusters Score -2.163718e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218143 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -21640042.000000 Penalty: 6104.332031
	Iteration 12Q: 3 clusters Score -2.164004e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219706 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -21641254.000000 Penalty: 6104.332031
	Iteration 13Q: 3 clusters Score -2.164125e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220322 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -21641710.000000 Penalty: 6104.332031
	Iteration 14Q: 3 clusters Score -2.164171e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220586 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -21641998.000000 Penalty: 6104.332031
	Iteration 15Q: 3 clusters Score -2.1642e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220684 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -21642064.000000 Penalty: 6104.332031
	Iteration 16Q: 3 clusters Score -2.164206e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220743 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -21642180.000000 Penalty: 6104.332031
	Iteration 17Q: 3 clusters Score -2.164218e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220779 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -21642252.000000 Penalty: 6104.332031
	Iteration 18Q: 3 clusters Score -2.164225e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220804 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -21642286.000000 Penalty: 6104.332031
	Iteration 19Q: 3 clusters Score -2.164229e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220818 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -21642306.000000 Penalty: 6104.332031
	Iteration 20F: 3 clusters Score -2.164231e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220828 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -21642342.000000 Penalty: 6104.332031
	Iteration 21Q: 3 clusters Score -2.164234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220830 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21642358.000000 Penalty: 6104.332031
	Iteration 22Q: 3 clusters Score -2.164236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220834 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -21642366.000000 Penalty: 6104.332031
	Iteration 23Q: 3 clusters Score -2.164237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220837 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -21642358.000000 Penalty: 6104.332031
	Iteration 24Q: 3 clusters Score -2.164236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220838 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -21642358.000000 Penalty: 6104.332031
	Iteration 25Q: 3 clusters Score -2.164236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220838 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -21642358.000000 Penalty: 6104.332031
	Iteration 26F: 3 clusters Score -2.164236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Entering Unmasked Estep 
Score: -760153.187500 Penalty: 2235.552734
	Iteration 0F: 2 clusters Score -760153.2 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 4156 members 
Entering Unmasked Estep 
Score: -753560.500000 Penalty: 4471.105469
	Iteration 0F: 3 clusters Score -753560.5 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -755462.062500 Penalty: 4471.105469
	Iteration 1F: 3 clusters Score -755462.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -755818.000000 Penalty: 4471.105469
	Iteration 2F: 3 clusters Score -755818 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -756061.875000 Penalty: 4471.105469
	Iteration 3F: 3 clusters Score -756061.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -756236.437500 Penalty: 4471.105469
	Iteration 4Q: 3 clusters Score -756236.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -756381.812500 Penalty: 4471.105469
	Iteration 5Q: 3 clusters Score -756381.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -756514.187500 Penalty: 4471.105469
	Iteration 6Q: 3 clusters Score -756514.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -756648.687500 Penalty: 4471.105469
	Iteration 7Q: 3 clusters Score -756648.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -756795.187500 Penalty: 4471.105469
	Iteration 8Q: 3 clusters Score -756795.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -756969.437500 Penalty: 4471.105469
	Iteration 9Q: 3 clusters Score -756969.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -757172.687500 Penalty: 4471.105469
	Iteration 10Q: 3 clusters Score -757172.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -757393.250000 Penalty: 4471.105469
	Iteration 11Q: 3 clusters Score -757393.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -757610.875000 Penalty: 4471.105469
	Iteration 12Q: 3 clusters Score -757610.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -757806.750000 Penalty: 4471.105469
	Iteration 13Q: 3 clusters Score -757806.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -757982.312500 Penalty: 4471.105469
	Iteration 14Q: 3 clusters Score -757982.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -758156.875000 Penalty: 4471.105469
	Iteration 15Q: 3 clusters Score -758156.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -758293.750000 Penalty: 4471.105469
	Iteration 16Q: 3 clusters Score -758293.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -758375.937500 Penalty: 4471.105469
	Iteration 17Q: 3 clusters Score -758375.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -758425.062500 Penalty: 4471.105469
	Iteration 18Q: 3 clusters Score -758425.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -758459.562500 Penalty: 4471.105469
	Iteration 19Q: 3 clusters Score -758459.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -758487.312500 Penalty: 4471.105469
	Iteration 20F: 3 clusters Score -758487.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -758499.125000 Penalty: 4471.105469
	Iteration 21Q: 3 clusters Score -758499.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -758506.875000 Penalty: 4471.105469
	Iteration 22Q: 3 clusters Score -758506.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -758514.750000 Penalty: 4471.105469
	Iteration 23Q: 3 clusters Score -758514.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -758522.937500 Penalty: 4471.105469
	Iteration 24Q: 3 clusters Score -758522.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -758525.500000 Penalty: 4471.105469
	Iteration 25Q: 3 clusters Score -758525.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -758530.500000 Penalty: 4471.105469
	Iteration 26Q: 3 clusters Score -758530.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -758534.500000 Penalty: 4471.105469
	Iteration 27Q: 3 clusters Score -758534.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -758537.312500 Penalty: 4471.105469
	Iteration 28Q: 3 clusters Score -758537.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -758541.250000 Penalty: 4471.105469
	Iteration 29Q: 3 clusters Score -758541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -758542.562500 Penalty: 4471.105469
	Iteration 30Q: 3 clusters Score -758542.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -758544.437500 Penalty: 4471.105469
	Iteration 31Q: 3 clusters Score -758544.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -758544.437500 Penalty: 4471.105469
	Iteration 32F: 3 clusters Score -758544.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Entering Unmasked Estep 
Score: -846431.125000 Penalty: 2256.237549
	Iteration 0F: 2 clusters Score -846431.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -839405.437500 Penalty: 4512.475098
	Iteration 0F: 3 clusters Score -839405.4 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -841378.187500 Penalty: 4512.475098
	Iteration 1F: 3 clusters Score -841378.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -841664.250000 Penalty: 4512.475098
	Iteration 2F: 3 clusters Score -841664.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -841859.062500 Penalty: 4512.475098
	Iteration 3Q: 3 clusters Score -841859.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -842003.750000 Penalty: 4512.475098
	Iteration 4Q: 3 clusters Score -842003.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -842127.125000 Penalty: 4512.475098
	Iteration 5Q: 3 clusters Score -842127.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -842250.187500 Penalty: 4512.475098
	Iteration 6Q: 3 clusters Score -842250.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -842367.125000 Penalty: 4512.475098
	Iteration 7Q: 3 clusters Score -842367.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -842479.500000 Penalty: 4512.475098
	Iteration 8Q: 3 clusters Score -842479.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -842597.250000 Penalty: 4512.475098
	Iteration 9Q: 3 clusters Score -842597.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -842724.000000 Penalty: 4512.475098
	Iteration 10Q: 3 clusters Score -842724 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -842877.062500 Penalty: 4512.475098
	Iteration 11Q: 3 clusters Score -842877.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -843037.000000 Penalty: 4512.475098
	Iteration 12Q: 3 clusters Score -843037 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -843224.875000 Penalty: 4512.475098
	Iteration 13Q: 3 clusters Score -843224.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -843467.250000 Penalty: 4512.475098
	Iteration 14Q: 3 clusters Score -843467.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -843761.312500 Penalty: 4512.475098
	Iteration 15Q: 3 clusters Score -843761.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -844051.812500 Penalty: 4512.475098
	Iteration 16Q: 3 clusters Score -844051.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -844287.187500 Penalty: 4512.475098
	Iteration 17Q: 3 clusters Score -844287.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -844446.875000 Penalty: 4512.475098
	Iteration 18Q: 3 clusters Score -844446.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -844542.562500 Penalty: 4512.475098
	Iteration 19Q: 3 clusters Score -844542.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -844617.562500 Penalty: 4512.475098
	Iteration 20F: 3 clusters Score -844617.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -844686.312500 Penalty: 4512.475098
	Iteration 21Q: 3 clusters Score -844686.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -844757.125000 Penalty: 4512.475098
	Iteration 22Q: 3 clusters Score -844757.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -844818.375000 Penalty: 4512.475098
	Iteration 23Q: 3 clusters Score -844818.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -844879.625000 Penalty: 4512.475098
	Iteration 24Q: 3 clusters Score -844879.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -844939.687500 Penalty: 4512.475098
	Iteration 25Q: 3 clusters Score -844939.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -844989.375000 Penalty: 4512.475098
	Iteration 26Q: 3 clusters Score -844989.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -845035.812500 Penalty: 4512.475098
	Iteration 27Q: 3 clusters Score -845035.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -845079.937500 Penalty: 4512.475098
	Iteration 28Q: 3 clusters Score -845079.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -845114.562500 Penalty: 4512.475098
	Iteration 29Q: 3 clusters Score -845114.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -845149.312500 Penalty: 4512.475098
	Iteration 30Q: 3 clusters Score -845149.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -845171.875000 Penalty: 4512.475098
	Iteration 31Q: 3 clusters Score -845171.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -845195.000000 Penalty: 4512.475098
	Iteration 32Q: 3 clusters Score -845195 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -845219.500000 Penalty: 4512.475098
	Iteration 33Q: 3 clusters Score -845219.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -845233.687500 Penalty: 4512.475098
	Iteration 34Q: 3 clusters Score -845233.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -845245.937500 Penalty: 4512.475098
	Iteration 35Q: 3 clusters Score -845245.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -845249.750000 Penalty: 4512.475098
	Iteration 36Q: 3 clusters Score -845249.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -845254.062500 Penalty: 4512.475098
	Iteration 37Q: 3 clusters Score -845254.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -845258.312500 Penalty: 4512.475098
	Iteration 38Q: 3 clusters Score -845258.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -845259.625000 Penalty: 4512.475098
	Iteration 39Q: 3 clusters Score -845259.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -845263.000000 Penalty: 4512.475098
	Iteration 40F: 3 clusters Score -845263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -845263.750000 Penalty: 4512.475098
	Iteration 41Q: 3 clusters Score -845263.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -845263.312500 Penalty: 4512.475098
	Iteration 42Q: 3 clusters Score -845263.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -845264.062500 Penalty: 4512.475098
	Iteration 43Q: 3 clusters Score -845264.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -845266.312500 Penalty: 4512.475098
	Iteration 44Q: 3 clusters Score -845266.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -845266.937500 Penalty: 4512.475098
	Iteration 45Q: 3 clusters Score -845266.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -845266.937500 Penalty: 4512.475098
	Iteration 46Q: 3 clusters Score -845266.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -845268.375000 Penalty: 4512.475098
	Iteration 47Q: 3 clusters Score -845268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -845267.937500 Penalty: 4512.475098
	Iteration 48Q: 3 clusters Score -845267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -845267.625000 Penalty: 4512.475098
	Iteration 49Q: 3 clusters Score -845267.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -845267.812500 Penalty: 4512.475098
	Iteration 50Q: 3 clusters Score -845267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -845266.875000 Penalty: 4512.475098
	Iteration 51Q: 3 clusters Score -845266.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -845270.062500 Penalty: 4512.475098
	Iteration 52Q: 3 clusters Score -845270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -845270.375000 Penalty: 4512.475098
	Iteration 53Q: 3 clusters Score -845270.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -845270.375000 Penalty: 4512.475098
	Iteration 54F: 3 clusters Score -845270.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Entering Unmasked Estep 
Score: -417717.812500 Penalty: 2088.165283
	Iteration 0F: 2 clusters Score -417717.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -413539.687500 Penalty: 4176.330566
	Iteration 0F: 3 clusters Score -413539.7 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -414572.781250 Penalty: 4176.330566
	Iteration 1F: 3 clusters Score -414572.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -414921.218750 Penalty: 4176.330566
	Iteration 2F: 3 clusters Score -414921.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -415285.875000 Penalty: 4176.330566
	Iteration 3F: 3 clusters Score -415285.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -415605.781250 Penalty: 4176.330566
	Iteration 4F: 3 clusters Score -415605.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -415817.843750 Penalty: 4176.330566
	Iteration 5F: 3 clusters Score -415817.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -415990.968750 Penalty: 4176.330566
	Iteration 6Q: 3 clusters Score -415991 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -416131.906250 Penalty: 4176.330566
	Iteration 7Q: 3 clusters Score -416131.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -416236.500000 Penalty: 4176.330566
	Iteration 8Q: 3 clusters Score -416236.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -416303.062500 Penalty: 4176.330566
	Iteration 9Q: 3 clusters Score -416303.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -416343.375000 Penalty: 4176.330566
	Iteration 10Q: 3 clusters Score -416343.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -416375.906250 Penalty: 4176.330566
	Iteration 11Q: 3 clusters Score -416375.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -416415.343750 Penalty: 4176.330566
	Iteration 12Q: 3 clusters Score -416415.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -416462.531250 Penalty: 4176.330566
	Iteration 13Q: 3 clusters Score -416462.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -416499.312500 Penalty: 4176.330566
	Iteration 14Q: 3 clusters Score -416499.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -416528.500000 Penalty: 4176.330566
	Iteration 15Q: 3 clusters Score -416528.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -416550.218750 Penalty: 4176.330566
	Iteration 16Q: 3 clusters Score -416550.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -416567.656250 Penalty: 4176.330566
	Iteration 17Q: 3 clusters Score -416567.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -416585.312500 Penalty: 4176.330566
	Iteration 18Q: 3 clusters Score -416585.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -416596.218750 Penalty: 4176.330566
	Iteration 19Q: 3 clusters Score -416596.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -416603.500000 Penalty: 4176.330566
	Iteration 20F: 3 clusters Score -416603.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -416610.937500 Penalty: 4176.330566
	Iteration 21Q: 3 clusters Score -416610.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -416615.000000 Penalty: 4176.330566
	Iteration 22Q: 3 clusters Score -416615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -416618.468750 Penalty: 4176.330566
	Iteration 23Q: 3 clusters Score -416618.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -416621.750000 Penalty: 4176.330566
	Iteration 24Q: 3 clusters Score -416621.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -416627.968750 Penalty: 4176.330566
	Iteration 25Q: 3 clusters Score -416628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -416629.781250 Penalty: 4176.330566
	Iteration 26Q: 3 clusters Score -416629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -416631.781250 Penalty: 4176.330566
	Iteration 27Q: 3 clusters Score -416631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -416632.187500 Penalty: 4176.330566
	Iteration 28Q: 3 clusters Score -416632.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -416632.906250 Penalty: 4176.330566
	Iteration 29Q: 3 clusters Score -416632.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -416634.906250 Penalty: 4176.330566
	Iteration 30Q: 3 clusters Score -416634.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -416637.937500 Penalty: 4176.330566
	Iteration 31Q: 3 clusters Score -416637.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -416640.187500 Penalty: 4176.330566
	Iteration 32Q: 3 clusters Score -416640.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -416643.531250 Penalty: 4176.330566
	Iteration 33Q: 3 clusters Score -416643.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -416647.093750 Penalty: 4176.330566
	Iteration 34Q: 3 clusters Score -416647.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -416651.093750 Penalty: 4176.330566
	Iteration 35Q: 3 clusters Score -416651.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -416658.187500 Penalty: 4176.330566
	Iteration 36Q: 3 clusters Score -416658.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -416661.843750 Penalty: 4176.330566
	Iteration 37Q: 3 clusters Score -416661.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -416665.625000 Penalty: 4176.330566
	Iteration 38Q: 3 clusters Score -416665.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -416671.468750 Penalty: 4176.330566
	Iteration 39Q: 3 clusters Score -416671.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -416679.437500 Penalty: 4176.330566
	Iteration 40F: 3 clusters Score -416679.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -416690.187500 Penalty: 4176.330566
	Iteration 41Q: 3 clusters Score -416690.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -416704.781250 Penalty: 4176.330566
	Iteration 42Q: 3 clusters Score -416704.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -416725.500000 Penalty: 4176.330566
	Iteration 43Q: 3 clusters Score -416725.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -416742.031250 Penalty: 4176.330566
	Iteration 44Q: 3 clusters Score -416742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -416760.625000 Penalty: 4176.330566
	Iteration 45Q: 3 clusters Score -416760.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -416782.375000 Penalty: 4176.330566
	Iteration 46Q: 3 clusters Score -416782.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -416805.281250 Penalty: 4176.330566
	Iteration 47Q: 3 clusters Score -416805.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -416830.812500 Penalty: 4176.330566
	Iteration 48Q: 3 clusters Score -416830.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -416865.125000 Penalty: 4176.330566
	Iteration 49Q: 3 clusters Score -416865.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -416915.093750 Penalty: 4176.330566
	Iteration 50Q: 3 clusters Score -416915.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -416974.875000 Penalty: 4176.330566
	Iteration 51Q: 3 clusters Score -416974.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -417024.687500 Penalty: 4176.330566
	Iteration 52Q: 3 clusters Score -417024.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -417076.687500 Penalty: 4176.330566
	Iteration 53Q: 3 clusters Score -417076.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -417111.093750 Penalty: 4176.330566
	Iteration 54Q: 3 clusters Score -417111.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -417134.750000 Penalty: 4176.330566
	Iteration 55Q: 3 clusters Score -417134.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -417153.343750 Penalty: 4176.330566
	Iteration 56Q: 3 clusters Score -417153.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -417176.062500 Penalty: 4176.330566
	Iteration 57Q: 3 clusters Score -417176.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -417199.406250 Penalty: 4176.330566
	Iteration 58Q: 3 clusters Score -417199.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -417215.031250 Penalty: 4176.330566
	Iteration 59Q: 3 clusters Score -417215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -417234.468750 Penalty: 4176.330566
	Iteration 60F: 3 clusters Score -417234.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -417254.500000 Penalty: 4176.330566
	Iteration 61Q: 3 clusters Score -417254.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -417277.375000 Penalty: 4176.330566
	Iteration 62Q: 3 clusters Score -417277.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -417305.093750 Penalty: 4176.330566
	Iteration 63Q: 3 clusters Score -417305.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -417335.781250 Penalty: 4176.330566
	Iteration 64Q: 3 clusters Score -417335.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -417372.437500 Penalty: 4176.330566
	Iteration 65Q: 3 clusters Score -417372.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -417417.562500 Penalty: 4176.330566
	Iteration 66Q: 3 clusters Score -417417.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -417467.000000 Penalty: 4176.330566
	Iteration 67Q: 3 clusters Score -417467 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -417532.781250 Penalty: 4176.330566
	Iteration 68Q: 3 clusters Score -417532.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -417605.312500 Penalty: 4176.330566
	Iteration 69Q: 3 clusters Score -417605.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -417675.031250 Penalty: 4176.330566
	Iteration 70Q: 3 clusters Score -417675 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -417719.187500 Penalty: 4176.330566
	Iteration 71Q: 3 clusters Score -417719.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -417742.281250 Penalty: 4176.330566
	Iteration 72Q: 3 clusters Score -417742.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -417749.218750 Penalty: 4176.330566
	Iteration 73Q: 3 clusters Score -417749.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -417752.437500 Penalty: 4176.330566
	Iteration 74Q: 3 clusters Score -417752.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -417755.218750 Penalty: 4176.330566
	Iteration 75Q: 3 clusters Score -417755.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -417757.000000 Penalty: 4176.330566
	Iteration 76Q: 3 clusters Score -417757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -417759.125000 Penalty: 4176.330566
	Iteration 77Q: 3 clusters Score -417759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -417759.562500 Penalty: 4176.330566
	Iteration 78Q: 3 clusters Score -417759.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -417759.562500 Penalty: 4176.330566
	Iteration 79F: 3 clusters Score -417759.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134865 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230373 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30431 members 
Mstep: Class 6 contains 310617 members 
Mstep: Class 7 contains 97729 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 25413 members 
Mstep: Class 10 contains 7695 members 
Mstep: Class 11 contains 225482 members 
Mstep: Class 12 contains 65367 members 
Mstep: Class 13 contains 21287 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221266 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 1437 members 
Mstep: Class 19 contains 5282 members 
Mstep: Class 20 contains 4994 members 
Mstep: Class 21 contains 7337 members 
Mstep: Class 22 contains 102801 members 
Mstep: Class 23 contains 5410 members 
Mstep: Class 24 contains 14156 members 
Mstep: Class 25 contains 5856 members 
Mstep: Class 26 contains 18356 members 
Mstep: Class 27 contains 11438 members 
Mstep: Class 28 contains 9661 members 
Mstep: Class 29 contains 10191 members 
Mstep: Class 30 contains 25704 members 
Mstep: Class 31 contains 8781 members 
Mstep: Class 32 contains 4739 members 
Mstep: Class 33 contains 5796 members 
Mstep: Class 34 contains 3100 members 
Entering Unmasked Estep 
Score: -157696064.000000 Penalty: 120826.726562
Splitting cluster 18 changes total score from -157695328.000000 to -157696064.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (5282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Entering Unmasked Estep 
Score: -496724.531250 Penalty: 2125.870850
	Iteration 0F: 2 clusters Score -496724.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -492057.187500 Penalty: 4251.741699
	Iteration 0F: 3 clusters Score -492057.2 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -493144.375000 Penalty: 4251.741699
	Iteration 1F: 3 clusters Score -493144.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -493373.531250 Penalty: 4251.741699
	Iteration 2F: 3 clusters Score -493373.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -493567.218750 Penalty: 4251.741699
	Iteration 3F: 3 clusters Score -493567.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -493711.375000 Penalty: 4251.741699
	Iteration 4Q: 3 clusters Score -493711.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -493858.031250 Penalty: 4251.741699
	Iteration 5Q: 3 clusters Score -493858 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -494009.718750 Penalty: 4251.741699
	Iteration 6Q: 3 clusters Score -494009.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -494175.000000 Penalty: 4251.741699
	Iteration 7Q: 3 clusters Score -494175 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -494344.250000 Penalty: 4251.741699
	Iteration 8Q: 3 clusters Score -494344.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -494504.750000 Penalty: 4251.741699
	Iteration 9Q: 3 clusters Score -494504.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -494651.750000 Penalty: 4251.741699
	Iteration 10Q: 3 clusters Score -494651.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -494777.125000 Penalty: 4251.741699
	Iteration 11Q: 3 clusters Score -494777.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -494878.875000 Penalty: 4251.741699
	Iteration 12Q: 3 clusters Score -494878.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -494967.781250 Penalty: 4251.741699
	Iteration 13Q: 3 clusters Score -494967.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -495071.593750 Penalty: 4251.741699
	Iteration 14Q: 3 clusters Score -495071.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -495203.093750 Penalty: 4251.741699
	Iteration 15Q: 3 clusters Score -495203.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -495363.531250 Penalty: 4251.741699
	Iteration 16Q: 3 clusters Score -495363.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -495529.937500 Penalty: 4251.741699
	Iteration 17Q: 3 clusters Score -495529.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -495741.218750 Penalty: 4251.741699
	Iteration 18Q: 3 clusters Score -495741.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -495956.343750 Penalty: 4251.741699
	Iteration 19Q: 3 clusters Score -495956.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -496069.343750 Penalty: 4251.741699
	Iteration 20F: 3 clusters Score -496069.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -496116.218750 Penalty: 4251.741699
	Iteration 21Q: 3 clusters Score -496116.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -496131.218750 Penalty: 4251.741699
	Iteration 22Q: 3 clusters Score -496131.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -496138.343750 Penalty: 4251.741699
	Iteration 23Q: 3 clusters Score -496138.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -496143.750000 Penalty: 4251.741699
	Iteration 24Q: 3 clusters Score -496143.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -496146.843750 Penalty: 4251.741699
	Iteration 25Q: 3 clusters Score -496146.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -496150.187500 Penalty: 4251.741699
	Iteration 26Q: 3 clusters Score -496150.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -496153.781250 Penalty: 4251.741699
	Iteration 27Q: 3 clusters Score -496153.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -496155.000000 Penalty: 4251.741699
	Iteration 28Q: 3 clusters Score -496155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -496156.937500 Penalty: 4251.741699
	Iteration 29Q: 3 clusters Score -496156.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -496158.187500 Penalty: 4251.741699
	Iteration 30Q: 3 clusters Score -496158.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -496158.781250 Penalty: 4251.741699
	Iteration 31Q: 3 clusters Score -496158.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -496161.625000 Penalty: 4251.741699
	Iteration 32Q: 3 clusters Score -496161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -496164.218750 Penalty: 4251.741699
	Iteration 33Q: 3 clusters Score -496164.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -496164.968750 Penalty: 4251.741699
	Iteration 34Q: 3 clusters Score -496165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -496165.593750 Penalty: 4251.741699
	Iteration 35Q: 3 clusters Score -496165.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -496168.031250 Penalty: 4251.741699
	Iteration 36Q: 3 clusters Score -496168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -496167.625000 Penalty: 4251.741699
	Iteration 37Q: 3 clusters Score -496167.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -496167.625000 Penalty: 4251.741699
	Iteration 38F: 3 clusters Score -496167.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Entering Unmasked Estep 
Score: -465306.187500 Penalty: 2111.966064
	Iteration 0F: 2 clusters Score -465306.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -460822.843750 Penalty: 4223.932129
	Iteration 0F: 3 clusters Score -460822.8 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -462015.812500 Penalty: 4223.932129
	Iteration 1F: 3 clusters Score -462015.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -462283.843750 Penalty: 4223.932129
	Iteration 2F: 3 clusters Score -462283.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -462494.593750 Penalty: 4223.932129
	Iteration 3F: 3 clusters Score -462494.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -462661.250000 Penalty: 4223.932129
	Iteration 4F: 3 clusters Score -462661.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -462803.562500 Penalty: 4223.932129
	Iteration 5Q: 3 clusters Score -462803.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -462946.781250 Penalty: 4223.932129
	Iteration 6Q: 3 clusters Score -462946.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -463105.062500 Penalty: 4223.932129
	Iteration 7Q: 3 clusters Score -463105.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -463275.343750 Penalty: 4223.932129
	Iteration 8Q: 3 clusters Score -463275.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -463450.156250 Penalty: 4223.932129
	Iteration 9Q: 3 clusters Score -463450.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -463597.468750 Penalty: 4223.932129
	Iteration 10Q: 3 clusters Score -463597.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -463733.312500 Penalty: 4223.932129
	Iteration 11Q: 3 clusters Score -463733.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -463833.468750 Penalty: 4223.932129
	Iteration 12Q: 3 clusters Score -463833.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -463909.281250 Penalty: 4223.932129
	Iteration 13Q: 3 clusters Score -463909.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -463964.468750 Penalty: 4223.932129
	Iteration 14Q: 3 clusters Score -463964.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -464002.062500 Penalty: 4223.932129
	Iteration 15Q: 3 clusters Score -464002.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -464026.312500 Penalty: 4223.932129
	Iteration 16Q: 3 clusters Score -464026.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -464041.968750 Penalty: 4223.932129
	Iteration 17Q: 3 clusters Score -464042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -464055.781250 Penalty: 4223.932129
	Iteration 18Q: 3 clusters Score -464055.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -464060.875000 Penalty: 4223.932129
	Iteration 19Q: 3 clusters Score -464060.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -464066.875000 Penalty: 4223.932129
	Iteration 20F: 3 clusters Score -464066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -464070.437500 Penalty: 4223.932129
	Iteration 21Q: 3 clusters Score -464070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -464073.531250 Penalty: 4223.932129
	Iteration 22Q: 3 clusters Score -464073.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -464073.531250 Penalty: 4223.932129
	Iteration 23F: 3 clusters Score -464073.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Entering Unmasked Estep 
Score: -690907.812500 Penalty: 2207.369873
	Iteration 0F: 2 clusters Score -690907.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -684856.500000 Penalty: 4414.739746
	Iteration 0F: 3 clusters Score -684856.5 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -686480.437500 Penalty: 4414.739746
	Iteration 1F: 3 clusters Score -686480.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -686762.250000 Penalty: 4414.739746
	Iteration 2F: 3 clusters Score -686762.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -686950.687500 Penalty: 4414.739746
	Iteration 3F: 3 clusters Score -686950.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -687121.062500 Penalty: 4414.739746
	Iteration 4Q: 3 clusters Score -687121.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -687256.125000 Penalty: 4414.739746
	Iteration 5Q: 3 clusters Score -687256.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -687376.187500 Penalty: 4414.739746
	Iteration 6Q: 3 clusters Score -687376.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -687511.937500 Penalty: 4414.739746
	Iteration 7Q: 3 clusters Score -687511.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -687635.187500 Penalty: 4414.739746
	Iteration 8Q: 3 clusters Score -687635.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -687754.500000 Penalty: 4414.739746
	Iteration 9Q: 3 clusters Score -687754.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -687881.687500 Penalty: 4414.739746
	Iteration 10Q: 3 clusters Score -687881.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -688044.437500 Penalty: 4414.739746
	Iteration 11Q: 3 clusters Score -688044.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -688242.375000 Penalty: 4414.739746
	Iteration 12Q: 3 clusters Score -688242.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -688454.750000 Penalty: 4414.739746
	Iteration 13Q: 3 clusters Score -688454.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -688618.062500 Penalty: 4414.739746
	Iteration 14Q: 3 clusters Score -688618.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -688741.187500 Penalty: 4414.739746
	Iteration 15Q: 3 clusters Score -688741.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -688838.062500 Penalty: 4414.739746
	Iteration 16Q: 3 clusters Score -688838.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -688920.000000 Penalty: 4414.739746
	Iteration 17Q: 3 clusters Score -688920 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -688982.625000 Penalty: 4414.739746
	Iteration 18Q: 3 clusters Score -688982.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -689040.312500 Penalty: 4414.739746
	Iteration 19Q: 3 clusters Score -689040.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -689099.500000 Penalty: 4414.739746
	Iteration 20F: 3 clusters Score -689099.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -689137.250000 Penalty: 4414.739746
	Iteration 21Q: 3 clusters Score -689137.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -689164.375000 Penalty: 4414.739746
	Iteration 22Q: 3 clusters Score -689164.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -689186.562500 Penalty: 4414.739746
	Iteration 23Q: 3 clusters Score -689186.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -689194.437500 Penalty: 4414.739746
	Iteration 24Q: 3 clusters Score -689194.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -689204.500000 Penalty: 4414.739746
	Iteration 25Q: 3 clusters Score -689204.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -689212.312500 Penalty: 4414.739746
	Iteration 26Q: 3 clusters Score -689212.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -689219.000000 Penalty: 4414.739746
	Iteration 27Q: 3 clusters Score -689219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -689225.062500 Penalty: 4414.739746
	Iteration 28Q: 3 clusters Score -689225.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -689234.562500 Penalty: 4414.739746
	Iteration 29Q: 3 clusters Score -689234.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -689241.062500 Penalty: 4414.739746
	Iteration 30Q: 3 clusters Score -689241.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -689249.875000 Penalty: 4414.739746
	Iteration 31Q: 3 clusters Score -689249.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -689255.437500 Penalty: 4414.739746
	Iteration 32Q: 3 clusters Score -689255.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -689265.437500 Penalty: 4414.739746
	Iteration 33Q: 3 clusters Score -689265.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -689268.687500 Penalty: 4414.739746
	Iteration 34Q: 3 clusters Score -689268.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -689270.500000 Penalty: 4414.739746
	Iteration 35Q: 3 clusters Score -689270.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -689273.500000 Penalty: 4414.739746
	Iteration 36Q: 3 clusters Score -689273.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -689277.937500 Penalty: 4414.739746
	Iteration 37Q: 3 clusters Score -689277.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -689279.375000 Penalty: 4414.739746
	Iteration 38Q: 3 clusters Score -689279.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -689280.312500 Penalty: 4414.739746
	Iteration 39Q: 3 clusters Score -689280.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -689281.125000 Penalty: 4414.739746
	Iteration 40F: 3 clusters Score -689281.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -689283.875000 Penalty: 4414.739746
	Iteration 41Q: 3 clusters Score -689283.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -689285.562500 Penalty: 4414.739746
	Iteration 42Q: 3 clusters Score -689285.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -689285.625000 Penalty: 4414.739746
	Iteration 43Q: 3 clusters Score -689285.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -689286.687500 Penalty: 4414.739746
	Iteration 44Q: 3 clusters Score -689286.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -689288.250000 Penalty: 4414.739746
	Iteration 45Q: 3 clusters Score -689288.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -689291.375000 Penalty: 4414.739746
	Iteration 46Q: 3 clusters Score -689291.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -689292.125000 Penalty: 4414.739746
	Iteration 47Q: 3 clusters Score -689292.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -689294.812500 Penalty: 4414.739746
	Iteration 48Q: 3 clusters Score -689294.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -689294.000000 Penalty: 4414.739746
	Iteration 49Q: 3 clusters Score -689294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -689293.437500 Penalty: 4414.739746
	Iteration 50Q: 3 clusters Score -689293.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -689295.750000 Penalty: 4414.739746
	Iteration 51Q: 3 clusters Score -689295.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -689295.875000 Penalty: 4414.739746
	Iteration 52Q: 3 clusters Score -689295.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -689295.875000 Penalty: 4414.739746
	Iteration 53F: 3 clusters Score -689295.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102801 members 
Entering Unmasked Estep 
Score: -10130085.000000 Penalty: 2862.056396
	Iteration 0F: 2 clusters Score -1.013008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -10061148.000000 Penalty: 5724.112793
	Iteration 0F: 3 clusters Score -1.006115e+07 nChanged 48665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -10089386.000000 Penalty: 5724.112793
	Iteration 1F: 3 clusters Score -1.008939e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -10090313.000000 Penalty: 5724.112793
	Iteration 2Q: 3 clusters Score -1.009031e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -10091283.000000 Penalty: 5724.112793
	Iteration 3Q: 3 clusters Score -1.009128e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -10092609.000000 Penalty: 5724.112793
	Iteration 4Q: 3 clusters Score -1.009261e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 58895 members 
Entering Unmasked Estep 
Score: -10094416.000000 Penalty: 5724.112793
	Iteration 5Q: 3 clusters Score -1.009442e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -10097348.000000 Penalty: 5724.112793
	Iteration 6F: 3 clusters Score -1.009735e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -10101457.000000 Penalty: 5724.112793
	Iteration 7F: 3 clusters Score -1.010146e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 73891 members 
Entering Unmasked Estep 
Score: -10106863.000000 Penalty: 5724.112793
	Iteration 8F: 3 clusters Score -1.010686e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 80384 members 
Entering Unmasked Estep 
Score: -10112302.000000 Penalty: 5724.112793
	Iteration 9F: 3 clusters Score -1.01123e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 86241 members 
Entering Unmasked Estep 
Score: -10116875.000000 Penalty: 5724.112793
	Iteration 10F: 3 clusters Score -1.011688e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 90882 members 
Entering Unmasked Estep 
Score: -10120156.000000 Penalty: 5724.112793
	Iteration 11Q: 3 clusters Score -1.012016e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 94405 members 
Entering Unmasked Estep 
Score: -10122412.000000 Penalty: 5724.112793
	Iteration 12Q: 3 clusters Score -1.012241e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 97007 members 
Entering Unmasked Estep 
Score: -10124253.000000 Penalty: 5724.112793
	Iteration 13Q: 3 clusters Score -1.012425e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 98818 members 
Entering Unmasked Estep 
Score: -10125355.000000 Penalty: 5724.112793
	Iteration 14Q: 3 clusters Score -1.012536e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -10126158.000000 Penalty: 5724.112793
	Iteration 15Q: 3 clusters Score -1.012616e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 100841 members 
Entering Unmasked Estep 
Score: -10126701.000000 Penalty: 5724.112793
	Iteration 16Q: 3 clusters Score -1.01267e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 101348 members 
Entering Unmasked Estep 
Score: -10126982.000000 Penalty: 5724.112793
	Iteration 17Q: 3 clusters Score -1.012698e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 101651 members 
Entering Unmasked Estep 
Score: -10127197.000000 Penalty: 5724.112793
	Iteration 18Q: 3 clusters Score -1.01272e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 101838 members 
Entering Unmasked Estep 
Score: -10127312.000000 Penalty: 5724.112793
	Iteration 19Q: 3 clusters Score -1.012731e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 101965 members 
Entering Unmasked Estep 
Score: -10127391.000000 Penalty: 5724.112793
	Iteration 20F: 3 clusters Score -1.012739e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 102035 members 
Entering Unmasked Estep 
Score: -10127474.000000 Penalty: 5724.112793
	Iteration 21Q: 3 clusters Score -1.012747e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 102073 members 
Entering Unmasked Estep 
Score: -10127484.000000 Penalty: 5724.112793
	Iteration 22Q: 3 clusters Score -1.012748e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 102097 members 
Entering Unmasked Estep 
Score: -10127519.000000 Penalty: 5724.112793
	Iteration 23Q: 3 clusters Score -1.012752e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 102126 members 
Entering Unmasked Estep 
Score: -10127540.000000 Penalty: 5724.112793
	Iteration 24Q: 3 clusters Score -1.012754e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 102147 members 
Entering Unmasked Estep 
Score: -10127563.000000 Penalty: 5724.112793
	Iteration 25Q: 3 clusters Score -1.012756e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 102165 members 
Entering Unmasked Estep 
Score: -10127555.000000 Penalty: 5724.112793
	Iteration 26Q: 3 clusters Score -1.012756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 102177 members 
Entering Unmasked Estep 
Score: -10127567.000000 Penalty: 5724.112793
	Iteration 27Q: 3 clusters Score -1.012757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 102186 members 
Entering Unmasked Estep 
Score: -10127576.000000 Penalty: 5724.112793
	Iteration 28Q: 3 clusters Score -1.012758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 102193 members 
Entering Unmasked Estep 
Score: -10127582.000000 Penalty: 5724.112793
	Iteration 29Q: 3 clusters Score -1.012758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 102202 members 
Entering Unmasked Estep 
Score: -10127581.000000 Penalty: 5724.112793
	Iteration 30Q: 3 clusters Score -1.012758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 102205 members 
Entering Unmasked Estep 
Score: -10127586.000000 Penalty: 5724.112793
	Iteration 31Q: 3 clusters Score -1.012759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 102208 members 
Entering Unmasked Estep 
Score: -10127593.000000 Penalty: 5724.112793
	Iteration 32Q: 3 clusters Score -1.012759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 102211 members 
Entering Unmasked Estep 
Score: -10127596.000000 Penalty: 5724.112793
	Iteration 33Q: 3 clusters Score -1.01276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 102217 members 
Entering Unmasked Estep 
Score: -10127592.000000 Penalty: 5724.112793
	Iteration 34Q: 3 clusters Score -1.012759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 102221 members 
Entering Unmasked Estep 
Score: -10127594.000000 Penalty: 5724.112793
	Iteration 35Q: 3 clusters Score -1.012759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 102223 members 
Entering Unmasked Estep 
Score: -10127600.000000 Penalty: 5724.112793
	Iteration 36Q: 3 clusters Score -1.01276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 102227 members 
Entering Unmasked Estep 
Score: -10127601.000000 Penalty: 5724.112793
	Iteration 37Q: 3 clusters Score -1.01276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 102230 members 
Entering Unmasked Estep 
Score: -10127609.000000 Penalty: 5724.112793
	Iteration 38Q: 3 clusters Score -1.012761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 102232 members 
Entering Unmasked Estep 
Score: -10127617.000000 Penalty: 5724.112793
	Iteration 39Q: 3 clusters Score -1.012762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 102235 members 
Entering Unmasked Estep 
Score: -10127624.000000 Penalty: 5724.112793
	Iteration 40F: 3 clusters Score -1.012762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 102241 members 
Entering Unmasked Estep 
Score: -10127628.000000 Penalty: 5724.112793
	Iteration 41Q: 3 clusters Score -1.012763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 102244 members 
Entering Unmasked Estep 
Score: -10127634.000000 Penalty: 5724.112793
	Iteration 42Q: 3 clusters Score -1.012763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 102245 members 
Entering Unmasked Estep 
Score: -10127643.000000 Penalty: 5724.112793
	Iteration 43Q: 3 clusters Score -1.012764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 102251 members 
Entering Unmasked Estep 
Score: -10127637.000000 Penalty: 5724.112793
	Iteration 44Q: 3 clusters Score -1.012764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 102252 members 
Entering Unmasked Estep 
Score: -10127649.000000 Penalty: 5724.112793
	Iteration 45Q: 3 clusters Score -1.012765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 102253 members 
Entering Unmasked Estep 
Score: -10127642.000000 Penalty: 5724.112793
	Iteration 46Q: 3 clusters Score -1.012764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 102254 members 
Entering Unmasked Estep 
Score: -10127645.000000 Penalty: 5724.112793
	Iteration 47Q: 3 clusters Score -1.012764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 102253 members 
Entering Unmasked Estep 
Score: -10127648.000000 Penalty: 5724.112793
	Iteration 48Q: 3 clusters Score -1.012765e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 102253 members 
Entering Unmasked Estep 
Score: -10127648.000000 Penalty: 5724.112793
	Iteration 49F: 3 clusters Score -1.012765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Entering Unmasked Estep 
Score: -497384.468750 Penalty: 2131.809082
	Iteration 0F: 2 clusters Score -497384.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -492668.406250 Penalty: 4263.618164
	Iteration 0F: 3 clusters Score -492668.4 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -493969.437500 Penalty: 4263.618164
	Iteration 1F: 3 clusters Score -493969.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -494245.468750 Penalty: 4263.618164
	Iteration 2F: 3 clusters Score -494245.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -494430.093750 Penalty: 4263.618164
	Iteration 3F: 3 clusters Score -494430.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -494568.187500 Penalty: 4263.618164
	Iteration 4Q: 3 clusters Score -494568.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -494689.406250 Penalty: 4263.618164
	Iteration 5Q: 3 clusters Score -494689.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -494841.281250 Penalty: 4263.618164
	Iteration 6Q: 3 clusters Score -494841.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -495013.281250 Penalty: 4263.618164
	Iteration 7Q: 3 clusters Score -495013.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -495235.406250 Penalty: 4263.618164
	Iteration 8Q: 3 clusters Score -495235.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -495464.468750 Penalty: 4263.618164
	Iteration 9Q: 3 clusters Score -495464.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -495717.812500 Penalty: 4263.618164
	Iteration 10Q: 3 clusters Score -495717.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -495944.500000 Penalty: 4263.618164
	Iteration 11Q: 3 clusters Score -495944.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -496122.250000 Penalty: 4263.618164
	Iteration 12Q: 3 clusters Score -496122.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -496243.500000 Penalty: 4263.618164
	Iteration 13Q: 3 clusters Score -496243.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -496328.593750 Penalty: 4263.618164
	Iteration 14Q: 3 clusters Score -496328.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -496374.312500 Penalty: 4263.618164
	Iteration 15Q: 3 clusters Score -496374.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -496408.468750 Penalty: 4263.618164
	Iteration 16Q: 3 clusters Score -496408.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -496429.031250 Penalty: 4263.618164
	Iteration 17Q: 3 clusters Score -496429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -496446.062500 Penalty: 4263.618164
	Iteration 18Q: 3 clusters Score -496446.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -496459.687500 Penalty: 4263.618164
	Iteration 19Q: 3 clusters Score -496459.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -496470.531250 Penalty: 4263.618164
	Iteration 20F: 3 clusters Score -496470.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -496479.062500 Penalty: 4263.618164
	Iteration 21Q: 3 clusters Score -496479.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -496478.906250 Penalty: 4263.618164
	Iteration 22Q: 3 clusters Score -496478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -496480.593750 Penalty: 4263.618164
	Iteration 23Q: 3 clusters Score -496480.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -496480.593750 Penalty: 4263.618164
	Iteration 24F: 3 clusters Score -496480.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Entering Unmasked Estep 
Score: -1350266.375000 Penalty: 2370.357666
	Iteration 0F: 2 clusters Score -1350266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1339941.125000 Penalty: 4740.715332
	Iteration 0F: 3 clusters Score -1339941 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1343169.750000 Penalty: 4740.715332
	Iteration 1F: 3 clusters Score -1343170 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1343530.875000 Penalty: 4740.715332
	Iteration 2F: 3 clusters Score -1343531 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1343830.750000 Penalty: 4740.715332
	Iteration 3Q: 3 clusters Score -1343831 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1344139.125000 Penalty: 4740.715332
	Iteration 4Q: 3 clusters Score -1344139 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1344521.000000 Penalty: 4740.715332
	Iteration 5Q: 3 clusters Score -1344521 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1344955.875000 Penalty: 4740.715332
	Iteration 6Q: 3 clusters Score -1344956 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1345395.625000 Penalty: 4740.715332
	Iteration 7Q: 3 clusters Score -1345396 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1345941.000000 Penalty: 4740.715332
	Iteration 8F: 3 clusters Score -1345941 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1346522.875000 Penalty: 4740.715332
	Iteration 9F: 3 clusters Score -1346523 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1347071.625000 Penalty: 4740.715332
	Iteration 10Q: 3 clusters Score -1347072 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1347457.125000 Penalty: 4740.715332
	Iteration 11Q: 3 clusters Score -1347457 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1347696.250000 Penalty: 4740.715332
	Iteration 12Q: 3 clusters Score -1347696 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1347856.625000 Penalty: 4740.715332
	Iteration 13Q: 3 clusters Score -1347857 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1347978.750000 Penalty: 4740.715332
	Iteration 14Q: 3 clusters Score -1347979 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1348064.625000 Penalty: 4740.715332
	Iteration 15Q: 3 clusters Score -1348065 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1348109.000000 Penalty: 4740.715332
	Iteration 16Q: 3 clusters Score -1348109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1348131.500000 Penalty: 4740.715332
	Iteration 17Q: 3 clusters Score -1348132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1348150.875000 Penalty: 4740.715332
	Iteration 18Q: 3 clusters Score -1348151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1348159.875000 Penalty: 4740.715332
	Iteration 19Q: 3 clusters Score -1348160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1348165.000000 Penalty: 4740.715332
	Iteration 20F: 3 clusters Score -1348165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1348176.375000 Penalty: 4740.715332
	Iteration 21Q: 3 clusters Score -1348176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1348184.000000 Penalty: 4740.715332
	Iteration 22Q: 3 clusters Score -1348184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1348196.500000 Penalty: 4740.715332
	Iteration 23Q: 3 clusters Score -1348196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1348211.375000 Penalty: 4740.715332
	Iteration 24Q: 3 clusters Score -1348211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1348214.125000 Penalty: 4740.715332
	Iteration 25Q: 3 clusters Score -1348214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1348215.750000 Penalty: 4740.715332
	Iteration 26Q: 3 clusters Score -1348216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1348216.500000 Penalty: 4740.715332
	Iteration 27Q: 3 clusters Score -1348216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1348217.750000 Penalty: 4740.715332
	Iteration 28Q: 3 clusters Score -1348218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1348219.125000 Penalty: 4740.715332
	Iteration 29Q: 3 clusters Score -1348219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1348222.625000 Penalty: 4740.715332
	Iteration 30Q: 3 clusters Score -1348223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1348225.375000 Penalty: 4740.715332
	Iteration 31Q: 3 clusters Score -1348225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1348224.375000 Penalty: 4740.715332
	Iteration 32Q: 3 clusters Score -1348224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1348225.125000 Penalty: 4740.715332
	Iteration 33Q: 3 clusters Score -1348225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1348225.875000 Penalty: 4740.715332
	Iteration 34Q: 3 clusters Score -1348226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1348227.375000 Penalty: 4740.715332
	Iteration 35Q: 3 clusters Score -1348227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1348227.375000 Penalty: 4740.715332
	Iteration 36F: 3 clusters Score -1348227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Entering Unmasked Estep 
Score: -510102.406250 Penalty: 2151.455078
	Iteration 0F: 2 clusters Score -510102.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -505027.281250 Penalty: 4302.910156
	Iteration 0F: 3 clusters Score -505027.3 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -506546.812500 Penalty: 4302.910156
	Iteration 1F: 3 clusters Score -506546.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -507111.593750 Penalty: 4302.910156
	Iteration 2F: 3 clusters Score -507111.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -507633.531250 Penalty: 4302.910156
	Iteration 3F: 3 clusters Score -507633.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -508069.312500 Penalty: 4302.910156
	Iteration 4F: 3 clusters Score -508069.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -508446.812500 Penalty: 4302.910156
	Iteration 5F: 3 clusters Score -508446.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -508719.125000 Penalty: 4302.910156
	Iteration 6Q: 3 clusters Score -508719.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -508940.281250 Penalty: 4302.910156
	Iteration 7Q: 3 clusters Score -508940.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -509099.281250 Penalty: 4302.910156
	Iteration 8Q: 3 clusters Score -509099.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -509209.500000 Penalty: 4302.910156
	Iteration 9Q: 3 clusters Score -509209.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -509284.875000 Penalty: 4302.910156
	Iteration 10Q: 3 clusters Score -509284.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -509325.218750 Penalty: 4302.910156
	Iteration 11Q: 3 clusters Score -509325.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -509346.375000 Penalty: 4302.910156
	Iteration 12Q: 3 clusters Score -509346.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -509356.250000 Penalty: 4302.910156
	Iteration 13Q: 3 clusters Score -509356.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -509367.343750 Penalty: 4302.910156
	Iteration 14Q: 3 clusters Score -509367.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -509374.781250 Penalty: 4302.910156
	Iteration 15Q: 3 clusters Score -509374.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -509379.812500 Penalty: 4302.910156
	Iteration 16Q: 3 clusters Score -509379.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -509384.343750 Penalty: 4302.910156
	Iteration 17Q: 3 clusters Score -509384.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -509386.843750 Penalty: 4302.910156
	Iteration 18Q: 3 clusters Score -509386.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -509388.781250 Penalty: 4302.910156
	Iteration 19Q: 3 clusters Score -509388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -509388.312500 Penalty: 4302.910156
	Iteration 20F: 3 clusters Score -509388.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -509390.656250 Penalty: 4302.910156
	Iteration 21Q: 3 clusters Score -509390.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -509391.468750 Penalty: 4302.910156
	Iteration 22Q: 3 clusters Score -509391.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -509394.843750 Penalty: 4302.910156
	Iteration 23Q: 3 clusters Score -509394.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -509397.000000 Penalty: 4302.910156
	Iteration 24Q: 3 clusters Score -509397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -509398.156250 Penalty: 4302.910156
	Iteration 25Q: 3 clusters Score -509398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -509398.343750 Penalty: 4302.910156
	Iteration 26Q: 3 clusters Score -509398.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -509397.937500 Penalty: 4302.910156
	Iteration 27Q: 3 clusters Score -509397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -509398.875000 Penalty: 4302.910156
	Iteration 28Q: 3 clusters Score -509398.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -509398.875000 Penalty: 4302.910156
	Iteration 29F: 3 clusters Score -509398.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Entering Unmasked Estep 
Score: -1777166.875000 Penalty: 2434.792480
	Iteration 0F: 2 clusters Score -1777167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1764206.625000 Penalty: 4869.584961
	Iteration 0F: 3 clusters Score -1764207 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1768544.625000 Penalty: 4869.584961
	Iteration 1F: 3 clusters Score -1768545 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1769007.375000 Penalty: 4869.584961
	Iteration 2F: 3 clusters Score -1769007 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1769351.500000 Penalty: 4869.584961
	Iteration 3Q: 3 clusters Score -1769352 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1769620.000000 Penalty: 4869.584961
	Iteration 4Q: 3 clusters Score -1769620 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1769899.250000 Penalty: 4869.584961
	Iteration 5Q: 3 clusters Score -1769899 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1770201.750000 Penalty: 4869.584961
	Iteration 6Q: 3 clusters Score -1770202 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1770485.375000 Penalty: 4869.584961
	Iteration 7Q: 3 clusters Score -1770485 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1770777.500000 Penalty: 4869.584961
	Iteration 8Q: 3 clusters Score -1770778 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1771125.125000 Penalty: 4869.584961
	Iteration 9Q: 3 clusters Score -1771125 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1771555.625000 Penalty: 4869.584961
	Iteration 10Q: 3 clusters Score -1771556 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1772050.875000 Penalty: 4869.584961
	Iteration 11Q: 3 clusters Score -1772051 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1772565.250000 Penalty: 4869.584961
	Iteration 12Q: 3 clusters Score -1772565 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1773026.000000 Penalty: 4869.584961
	Iteration 13Q: 3 clusters Score -1773026 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1773374.625000 Penalty: 4869.584961
	Iteration 14Q: 3 clusters Score -1773375 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1773636.625000 Penalty: 4869.584961
	Iteration 15Q: 3 clusters Score -1773637 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1773824.875000 Penalty: 4869.584961
	Iteration 16Q: 3 clusters Score -1773825 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1773985.125000 Penalty: 4869.584961
	Iteration 17Q: 3 clusters Score -1773985 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1774120.750000 Penalty: 4869.584961
	Iteration 18Q: 3 clusters Score -1774121 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1774277.375000 Penalty: 4869.584961
	Iteration 19Q: 3 clusters Score -1774277 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1774465.375000 Penalty: 4869.584961
	Iteration 20F: 3 clusters Score -1774465 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1774691.125000 Penalty: 4869.584961
	Iteration 21Q: 3 clusters Score -1774691 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1774910.000000 Penalty: 4869.584961
	Iteration 22Q: 3 clusters Score -1774910 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1775167.750000 Penalty: 4869.584961
	Iteration 23Q: 3 clusters Score -1775168 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1775439.250000 Penalty: 4869.584961
	Iteration 24Q: 3 clusters Score -1775439 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1775730.875000 Penalty: 4869.584961
	Iteration 25Q: 3 clusters Score -1775731 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1775994.875000 Penalty: 4869.584961
	Iteration 26Q: 3 clusters Score -1775995 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1776182.625000 Penalty: 4869.584961
	Iteration 27Q: 3 clusters Score -1776183 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1776311.625000 Penalty: 4869.584961
	Iteration 28Q: 3 clusters Score -1776312 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1776435.625000 Penalty: 4869.584961
	Iteration 29Q: 3 clusters Score -1776436 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1776525.000000 Penalty: 4869.584961
	Iteration 30Q: 3 clusters Score -1776525 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1776593.250000 Penalty: 4869.584961
	Iteration 31Q: 3 clusters Score -1776593 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1776647.625000 Penalty: 4869.584961
	Iteration 32Q: 3 clusters Score -1776648 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1776673.375000 Penalty: 4869.584961
	Iteration 33Q: 3 clusters Score -1776673 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1776692.500000 Penalty: 4869.584961
	Iteration 34Q: 3 clusters Score -1776692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1776706.250000 Penalty: 4869.584961
	Iteration 35Q: 3 clusters Score -1776706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1776712.625000 Penalty: 4869.584961
	Iteration 36Q: 3 clusters Score -1776713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1776719.625000 Penalty: 4869.584961
	Iteration 37Q: 3 clusters Score -1776720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1776724.000000 Penalty: 4869.584961
	Iteration 38Q: 3 clusters Score -1776724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1776720.625000 Penalty: 4869.584961
	Iteration 39Q: 3 clusters Score -1776721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1776727.000000 Penalty: 4869.584961
	Iteration 40F: 3 clusters Score -1776727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1776723.625000 Penalty: 4869.584961
	Iteration 41Q: 3 clusters Score -1776724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1776726.500000 Penalty: 4869.584961
	Iteration 42Q: 3 clusters Score -1776726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1776726.625000 Penalty: 4869.584961
	Iteration 43Q: 3 clusters Score -1776727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1776726.125000 Penalty: 4869.584961
	Iteration 44Q: 3 clusters Score -1776726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1776724.875000 Penalty: 4869.584961
	Iteration 45Q: 3 clusters Score -1776725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1776724.875000 Penalty: 4869.584961
	Iteration 46Q: 3 clusters Score -1776725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1776725.875000 Penalty: 4869.584961
	Iteration 47Q: 3 clusters Score -1776726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1776726.750000 Penalty: 4869.584961
	Iteration 48Q: 3 clusters Score -1776727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1776727.125000 Penalty: 4869.584961
	Iteration 49Q: 3 clusters Score -1776727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1776730.000000 Penalty: 4869.584961
	Iteration 50Q: 3 clusters Score -1776730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1776730.875000 Penalty: 4869.584961
	Iteration 51Q: 3 clusters Score -1776731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1776730.875000 Penalty: 4869.584961
	Iteration 52F: 3 clusters Score -1776731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Entering Unmasked Estep 
Score: -1055045.375000 Penalty: 2317.484619
	Iteration 0F: 2 clusters Score -1055045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1046533.312500 Penalty: 4634.969238
	Iteration 0F: 3 clusters Score -1046533 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1049115.000000 Penalty: 4634.969238
	Iteration 1F: 3 clusters Score -1049115 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1049519.250000 Penalty: 4634.969238
	Iteration 2F: 3 clusters Score -1049519 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1049890.250000 Penalty: 4634.969238
	Iteration 3F: 3 clusters Score -1049890 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1050269.500000 Penalty: 4634.969238
	Iteration 4F: 3 clusters Score -1050270 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1050684.250000 Penalty: 4634.969238
	Iteration 5F: 3 clusters Score -1050684 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1051093.625000 Penalty: 4634.969238
	Iteration 6F: 3 clusters Score -1051094 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1051506.625000 Penalty: 4634.969238
	Iteration 7F: 3 clusters Score -1051507 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1051875.875000 Penalty: 4634.969238
	Iteration 8Q: 3 clusters Score -1051876 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1052177.750000 Penalty: 4634.969238
	Iteration 9Q: 3 clusters Score -1052178 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1052420.625000 Penalty: 4634.969238
	Iteration 10Q: 3 clusters Score -1052421 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1052611.875000 Penalty: 4634.969238
	Iteration 11Q: 3 clusters Score -1052612 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1052761.000000 Penalty: 4634.969238
	Iteration 12Q: 3 clusters Score -1052761 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1052888.000000 Penalty: 4634.969238
	Iteration 13Q: 3 clusters Score -1052888 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1052968.375000 Penalty: 4634.969238
	Iteration 14Q: 3 clusters Score -1052968 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1053033.000000 Penalty: 4634.969238
	Iteration 15Q: 3 clusters Score -1053033 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1053087.875000 Penalty: 4634.969238
	Iteration 16Q: 3 clusters Score -1053088 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1053161.125000 Penalty: 4634.969238
	Iteration 17Q: 3 clusters Score -1053161 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1053214.500000 Penalty: 4634.969238
	Iteration 18Q: 3 clusters Score -1053214 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1053267.750000 Penalty: 4634.969238
	Iteration 19Q: 3 clusters Score -1053268 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1053331.750000 Penalty: 4634.969238
	Iteration 20F: 3 clusters Score -1053332 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1053400.375000 Penalty: 4634.969238
	Iteration 21Q: 3 clusters Score -1053400 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1053468.250000 Penalty: 4634.969238
	Iteration 22Q: 3 clusters Score -1053468 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1053545.875000 Penalty: 4634.969238
	Iteration 23Q: 3 clusters Score -1053546 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1053643.125000 Penalty: 4634.969238
	Iteration 24Q: 3 clusters Score -1053643 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1053732.000000 Penalty: 4634.969238
	Iteration 25Q: 3 clusters Score -1053732 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1053809.250000 Penalty: 4634.969238
	Iteration 26Q: 3 clusters Score -1053809 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1053876.625000 Penalty: 4634.969238
	Iteration 27Q: 3 clusters Score -1053877 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1053938.750000 Penalty: 4634.969238
	Iteration 28Q: 3 clusters Score -1053939 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1054010.875000 Penalty: 4634.969238
	Iteration 29Q: 3 clusters Score -1054011 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1054067.375000 Penalty: 4634.969238
	Iteration 30Q: 3 clusters Score -1054067 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1054107.375000 Penalty: 4634.969238
	Iteration 31Q: 3 clusters Score -1054107 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1054146.375000 Penalty: 4634.969238
	Iteration 32Q: 3 clusters Score -1054146 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1054172.000000 Penalty: 4634.969238
	Iteration 33Q: 3 clusters Score -1054172 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1054203.875000 Penalty: 4634.969238
	Iteration 34Q: 3 clusters Score -1054204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1054227.000000 Penalty: 4634.969238
	Iteration 35Q: 3 clusters Score -1054227 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1054254.875000 Penalty: 4634.969238
	Iteration 36Q: 3 clusters Score -1054255 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1054278.000000 Penalty: 4634.969238
	Iteration 37Q: 3 clusters Score -1054278 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1054294.750000 Penalty: 4634.969238
	Iteration 38Q: 3 clusters Score -1054295 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1054320.250000 Penalty: 4634.969238
	Iteration 39Q: 3 clusters Score -1054320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1054333.750000 Penalty: 4634.969238
	Iteration 40F: 3 clusters Score -1054334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1054350.500000 Penalty: 4634.969238
	Iteration 41Q: 3 clusters Score -1054350 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1054369.000000 Penalty: 4634.969238
	Iteration 42Q: 3 clusters Score -1054369 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1054386.625000 Penalty: 4634.969238
	Iteration 43Q: 3 clusters Score -1054387 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1054398.000000 Penalty: 4634.969238
	Iteration 44Q: 3 clusters Score -1054398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1054411.250000 Penalty: 4634.969238
	Iteration 45Q: 3 clusters Score -1054411 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1054417.250000 Penalty: 4634.969238
	Iteration 46Q: 3 clusters Score -1054417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1054427.000000 Penalty: 4634.969238
	Iteration 47Q: 3 clusters Score -1054427 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1054437.500000 Penalty: 4634.969238
	Iteration 48Q: 3 clusters Score -1054438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1054443.875000 Penalty: 4634.969238
	Iteration 49Q: 3 clusters Score -1054444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1054447.375000 Penalty: 4634.969238
	Iteration 50Q: 3 clusters Score -1054447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1054452.000000 Penalty: 4634.969238
	Iteration 51Q: 3 clusters Score -1054452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1054459.000000 Penalty: 4634.969238
	Iteration 52Q: 3 clusters Score -1054459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1054466.500000 Penalty: 4634.969238
	Iteration 53Q: 3 clusters Score -1054466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1054472.500000 Penalty: 4634.969238
	Iteration 54Q: 3 clusters Score -1054472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1054474.500000 Penalty: 4634.969238
	Iteration 55Q: 3 clusters Score -1054474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1054480.750000 Penalty: 4634.969238
	Iteration 56Q: 3 clusters Score -1054481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1054482.375000 Penalty: 4634.969238
	Iteration 57Q: 3 clusters Score -1054482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1054486.750000 Penalty: 4634.969238
	Iteration 58Q: 3 clusters Score -1054487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1054492.125000 Penalty: 4634.969238
	Iteration 59Q: 3 clusters Score -1054492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1054495.500000 Penalty: 4634.969238
	Iteration 60F: 3 clusters Score -1054496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1054502.500000 Penalty: 4634.969238
	Iteration 61Q: 3 clusters Score -1054502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1054506.250000 Penalty: 4634.969238
	Iteration 62Q: 3 clusters Score -1054506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1054509.625000 Penalty: 4634.969238
	Iteration 63Q: 3 clusters Score -1054510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1054511.375000 Penalty: 4634.969238
	Iteration 64Q: 3 clusters Score -1054511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1054513.500000 Penalty: 4634.969238
	Iteration 65Q: 3 clusters Score -1054514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1054517.875000 Penalty: 4634.969238
	Iteration 66Q: 3 clusters Score -1054518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1054521.625000 Penalty: 4634.969238
	Iteration 67Q: 3 clusters Score -1054522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1054525.750000 Penalty: 4634.969238
	Iteration 68Q: 3 clusters Score -1054526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1054528.875000 Penalty: 4634.969238
	Iteration 69Q: 3 clusters Score -1054529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1054529.875000 Penalty: 4634.969238
	Iteration 70Q: 3 clusters Score -1054530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1054532.750000 Penalty: 4634.969238
	Iteration 71Q: 3 clusters Score -1054533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1054535.375000 Penalty: 4634.969238
	Iteration 72Q: 3 clusters Score -1054535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1054537.375000 Penalty: 4634.969238
	Iteration 73Q: 3 clusters Score -1054537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1054539.125000 Penalty: 4634.969238
	Iteration 74Q: 3 clusters Score -1054539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1054542.125000 Penalty: 4634.969238
	Iteration 75Q: 3 clusters Score -1054542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1054542.750000 Penalty: 4634.969238
	Iteration 76Q: 3 clusters Score -1054543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1054543.500000 Penalty: 4634.969238
	Iteration 77Q: 3 clusters Score -1054544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1054545.125000 Penalty: 4634.969238
	Iteration 78Q: 3 clusters Score -1054545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1054548.500000 Penalty: 4634.969238
	Iteration 79Q: 3 clusters Score -1054548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1054549.125000 Penalty: 4634.969238
	Iteration 80F: 3 clusters Score -1054549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1054550.625000 Penalty: 4634.969238
	Iteration 81Q: 3 clusters Score -1054551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1054550.625000 Penalty: 4634.969238
	Iteration 82Q: 3 clusters Score -1054551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1054551.500000 Penalty: 4634.969238
	Iteration 83Q: 3 clusters Score -1054552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1054551.500000 Penalty: 4634.969238
	Iteration 84F: 3 clusters Score -1054552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Entering Unmasked Estep 
Score: -819228.937500 Penalty: 2275.611572
	Iteration 0F: 2 clusters Score -819228.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -811771.875000 Penalty: 4551.223145
	Iteration 0F: 3 clusters Score -811771.9 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -814099.250000 Penalty: 4551.223145
	Iteration 1F: 3 clusters Score -814099.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -814614.187500 Penalty: 4551.223145
	Iteration 2F: 3 clusters Score -814614.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -815059.375000 Penalty: 4551.223145
	Iteration 3F: 3 clusters Score -815059.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -815496.812500 Penalty: 4551.223145
	Iteration 4F: 3 clusters Score -815496.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -815946.062500 Penalty: 4551.223145
	Iteration 5F: 3 clusters Score -815946.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -816359.312500 Penalty: 4551.223145
	Iteration 6F: 3 clusters Score -816359.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -816722.500000 Penalty: 4551.223145
	Iteration 7F: 3 clusters Score -816722.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -816992.625000 Penalty: 4551.223145
	Iteration 8Q: 3 clusters Score -816992.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -817202.250000 Penalty: 4551.223145
	Iteration 9Q: 3 clusters Score -817202.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -817344.750000 Penalty: 4551.223145
	Iteration 10Q: 3 clusters Score -817344.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -817447.312500 Penalty: 4551.223145
	Iteration 11Q: 3 clusters Score -817447.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -817527.500000 Penalty: 4551.223145
	Iteration 12Q: 3 clusters Score -817527.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -817595.375000 Penalty: 4551.223145
	Iteration 13Q: 3 clusters Score -817595.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -817650.562500 Penalty: 4551.223145
	Iteration 14Q: 3 clusters Score -817650.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -817694.250000 Penalty: 4551.223145
	Iteration 15Q: 3 clusters Score -817694.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -817735.062500 Penalty: 4551.223145
	Iteration 16Q: 3 clusters Score -817735.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -817772.937500 Penalty: 4551.223145
	Iteration 17Q: 3 clusters Score -817772.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -817811.437500 Penalty: 4551.223145
	Iteration 18Q: 3 clusters Score -817811.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -817850.312500 Penalty: 4551.223145
	Iteration 19Q: 3 clusters Score -817850.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -817889.875000 Penalty: 4551.223145
	Iteration 20F: 3 clusters Score -817889.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -817940.937500 Penalty: 4551.223145
	Iteration 21Q: 3 clusters Score -817940.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -817992.125000 Penalty: 4551.223145
	Iteration 22Q: 3 clusters Score -817992.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -818031.562500 Penalty: 4551.223145
	Iteration 23Q: 3 clusters Score -818031.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -818074.437500 Penalty: 4551.223145
	Iteration 24Q: 3 clusters Score -818074.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -818109.875000 Penalty: 4551.223145
	Iteration 25Q: 3 clusters Score -818109.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -818140.500000 Penalty: 4551.223145
	Iteration 26Q: 3 clusters Score -818140.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -818174.437500 Penalty: 4551.223145
	Iteration 27Q: 3 clusters Score -818174.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -818200.937500 Penalty: 4551.223145
	Iteration 28Q: 3 clusters Score -818200.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -818218.500000 Penalty: 4551.223145
	Iteration 29Q: 3 clusters Score -818218.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -818234.875000 Penalty: 4551.223145
	Iteration 30Q: 3 clusters Score -818234.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -818245.500000 Penalty: 4551.223145
	Iteration 31Q: 3 clusters Score -818245.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -818256.000000 Penalty: 4551.223145
	Iteration 32Q: 3 clusters Score -818256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -818263.687500 Penalty: 4551.223145
	Iteration 33Q: 3 clusters Score -818263.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -818276.437500 Penalty: 4551.223145
	Iteration 34Q: 3 clusters Score -818276.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -818290.312500 Penalty: 4551.223145
	Iteration 35Q: 3 clusters Score -818290.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -818311.937500 Penalty: 4551.223145
	Iteration 36Q: 3 clusters Score -818311.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -818332.000000 Penalty: 4551.223145
	Iteration 37Q: 3 clusters Score -818332 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -818345.437500 Penalty: 4551.223145
	Iteration 38Q: 3 clusters Score -818345.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -818357.812500 Penalty: 4551.223145
	Iteration 39Q: 3 clusters Score -818357.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -818369.687500 Penalty: 4551.223145
	Iteration 40F: 3 clusters Score -818369.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -818392.250000 Penalty: 4551.223145
	Iteration 41Q: 3 clusters Score -818392.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -818412.750000 Penalty: 4551.223145
	Iteration 42Q: 3 clusters Score -818412.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -818432.625000 Penalty: 4551.223145
	Iteration 43Q: 3 clusters Score -818432.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -818451.375000 Penalty: 4551.223145
	Iteration 44Q: 3 clusters Score -818451.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -818471.062500 Penalty: 4551.223145
	Iteration 45Q: 3 clusters Score -818471.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -818495.875000 Penalty: 4551.223145
	Iteration 46Q: 3 clusters Score -818495.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -818517.125000 Penalty: 4551.223145
	Iteration 47Q: 3 clusters Score -818517.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -818537.687500 Penalty: 4551.223145
	Iteration 48Q: 3 clusters Score -818537.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -818552.687500 Penalty: 4551.223145
	Iteration 49Q: 3 clusters Score -818552.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -818572.500000 Penalty: 4551.223145
	Iteration 50Q: 3 clusters Score -818572.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -818587.187500 Penalty: 4551.223145
	Iteration 51Q: 3 clusters Score -818587.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -818596.875000 Penalty: 4551.223145
	Iteration 52Q: 3 clusters Score -818596.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -818608.062500 Penalty: 4551.223145
	Iteration 53Q: 3 clusters Score -818608.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -818624.687500 Penalty: 4551.223145
	Iteration 54Q: 3 clusters Score -818624.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -818644.062500 Penalty: 4551.223145
	Iteration 55Q: 3 clusters Score -818644.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -818659.875000 Penalty: 4551.223145
	Iteration 56Q: 3 clusters Score -818659.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -818672.812500 Penalty: 4551.223145
	Iteration 57Q: 3 clusters Score -818672.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -818681.250000 Penalty: 4551.223145
	Iteration 58Q: 3 clusters Score -818681.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -818689.625000 Penalty: 4551.223145
	Iteration 59Q: 3 clusters Score -818689.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -818696.812500 Penalty: 4551.223145
	Iteration 60F: 3 clusters Score -818696.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -818700.937500 Penalty: 4551.223145
	Iteration 61Q: 3 clusters Score -818700.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -818704.000000 Penalty: 4551.223145
	Iteration 62Q: 3 clusters Score -818704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -818708.687500 Penalty: 4551.223145
	Iteration 63Q: 3 clusters Score -818708.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -818709.250000 Penalty: 4551.223145
	Iteration 64Q: 3 clusters Score -818709.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -818714.687500 Penalty: 4551.223145
	Iteration 65Q: 3 clusters Score -818714.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -818719.687500 Penalty: 4551.223145
	Iteration 66Q: 3 clusters Score -818719.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -818723.187500 Penalty: 4551.223145
	Iteration 67Q: 3 clusters Score -818723.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -818725.125000 Penalty: 4551.223145
	Iteration 68Q: 3 clusters Score -818725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -818725.687500 Penalty: 4551.223145
	Iteration 69Q: 3 clusters Score -818725.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -818724.937500 Penalty: 4551.223145
	Iteration 70Q: 3 clusters Score -818724.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -818727.062500 Penalty: 4551.223145
	Iteration 71Q: 3 clusters Score -818727.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -818729.187500 Penalty: 4551.223145
	Iteration 72Q: 3 clusters Score -818729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -818728.500000 Penalty: 4551.223145
	Iteration 73Q: 3 clusters Score -818728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -818728.750000 Penalty: 4551.223145
	Iteration 74Q: 3 clusters Score -818728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -818728.562500 Penalty: 4551.223145
	Iteration 75Q: 3 clusters Score -818728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -818728.750000 Penalty: 4551.223145
	Iteration 76Q: 3 clusters Score -818728.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -818728.750000 Penalty: 4551.223145
	Iteration 77F: 3 clusters Score -818728.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Entering Unmasked Estep 
Score: -957111.312500 Penalty: 2288.856689
	Iteration 0F: 2 clusters Score -957111.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -949335.500000 Penalty: 4577.713379
	Iteration 0F: 3 clusters Score -949335.5 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -951627.875000 Penalty: 4577.713379
	Iteration 1F: 3 clusters Score -951627.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -952027.625000 Penalty: 4577.713379
	Iteration 2F: 3 clusters Score -952027.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -952386.187500 Penalty: 4577.713379
	Iteration 3F: 3 clusters Score -952386.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -952706.937500 Penalty: 4577.713379
	Iteration 4Q: 3 clusters Score -952706.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -953015.937500 Penalty: 4577.713379
	Iteration 5Q: 3 clusters Score -953015.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -953318.500000 Penalty: 4577.713379
	Iteration 6Q: 3 clusters Score -953318.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -953577.312500 Penalty: 4577.713379
	Iteration 7Q: 3 clusters Score -953577.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -953787.875000 Penalty: 4577.713379
	Iteration 8Q: 3 clusters Score -953787.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -953951.125000 Penalty: 4577.713379
	Iteration 9Q: 3 clusters Score -953951.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -954083.375000 Penalty: 4577.713379
	Iteration 10Q: 3 clusters Score -954083.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -954224.500000 Penalty: 4577.713379
	Iteration 11Q: 3 clusters Score -954224.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -954378.750000 Penalty: 4577.713379
	Iteration 12Q: 3 clusters Score -954378.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -954529.375000 Penalty: 4577.713379
	Iteration 13Q: 3 clusters Score -954529.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -954684.562500 Penalty: 4577.713379
	Iteration 14Q: 3 clusters Score -954684.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -954888.562500 Penalty: 4577.713379
	Iteration 15Q: 3 clusters Score -954888.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -955144.812500 Penalty: 4577.713379
	Iteration 16Q: 3 clusters Score -955144.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -955383.187500 Penalty: 4577.713379
	Iteration 17Q: 3 clusters Score -955383.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -955570.500000 Penalty: 4577.713379
	Iteration 18Q: 3 clusters Score -955570.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -955695.812500 Penalty: 4577.713379
	Iteration 19Q: 3 clusters Score -955695.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -955777.562500 Penalty: 4577.713379
	Iteration 20F: 3 clusters Score -955777.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -955821.812500 Penalty: 4577.713379
	Iteration 21Q: 3 clusters Score -955821.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -955856.812500 Penalty: 4577.713379
	Iteration 22Q: 3 clusters Score -955856.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -955868.625000 Penalty: 4577.713379
	Iteration 23Q: 3 clusters Score -955868.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -955877.187500 Penalty: 4577.713379
	Iteration 24Q: 3 clusters Score -955877.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -955879.812500 Penalty: 4577.713379
	Iteration 25Q: 3 clusters Score -955879.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -955882.000000 Penalty: 4577.713379
	Iteration 26Q: 3 clusters Score -955882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -955883.812500 Penalty: 4577.713379
	Iteration 27Q: 3 clusters Score -955883.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -955886.437500 Penalty: 4577.713379
	Iteration 28Q: 3 clusters Score -955886.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -955887.687500 Penalty: 4577.713379
	Iteration 29Q: 3 clusters Score -955887.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -955888.062500 Penalty: 4577.713379
	Iteration 30Q: 3 clusters Score -955888.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -955889.687500 Penalty: 4577.713379
	Iteration 31Q: 3 clusters Score -955889.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -955889.812500 Penalty: 4577.713379
	Iteration 32Q: 3 clusters Score -955889.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -955889.437500 Penalty: 4577.713379
	Iteration 33Q: 3 clusters Score -955889.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -955891.687500 Penalty: 4577.713379
	Iteration 34Q: 3 clusters Score -955891.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -955891.562500 Penalty: 4577.713379
	Iteration 35Q: 3 clusters Score -955891.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -955892.500000 Penalty: 4577.713379
	Iteration 36Q: 3 clusters Score -955892.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -955894.812500 Penalty: 4577.713379
	Iteration 37Q: 3 clusters Score -955894.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -955896.500000 Penalty: 4577.713379
	Iteration 38Q: 3 clusters Score -955896.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -955896.437500 Penalty: 4577.713379
	Iteration 39Q: 3 clusters Score -955896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -955897.062500 Penalty: 4577.713379
	Iteration 40F: 3 clusters Score -955897.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -955897.062500 Penalty: 4577.713379
	Iteration 41Q: 3 clusters Score -955897.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -955896.500000 Penalty: 4577.713379
	Iteration 42Q: 3 clusters Score -955896.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -955896.500000 Penalty: 4577.713379
	Iteration 43F: 3 clusters Score -955896.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Entering Unmasked Estep 
Score: -2467668.000000 Penalty: 2518.291748
	Iteration 0F: 2 clusters Score -2467668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2449858.750000 Penalty: 5036.583496
	Iteration 0F: 3 clusters Score -2449859 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2456386.750000 Penalty: 5036.583496
	Iteration 1F: 3 clusters Score -2456387 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2457250.000000 Penalty: 5036.583496
	Iteration 2F: 3 clusters Score -2457250 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2458427.500000 Penalty: 5036.583496
	Iteration 3F: 3 clusters Score -2458428 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2459920.250000 Penalty: 5036.583496
	Iteration 4F: 3 clusters Score -2459920 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2461516.750000 Penalty: 5036.583496
	Iteration 5F: 3 clusters Score -2461517 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2462933.250000 Penalty: 5036.583496
	Iteration 6F: 3 clusters Score -2462933 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2464001.500000 Penalty: 5036.583496
	Iteration 7F: 3 clusters Score -2464002 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2464842.000000 Penalty: 5036.583496
	Iteration 8Q: 3 clusters Score -2464842 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2465466.500000 Penalty: 5036.583496
	Iteration 9Q: 3 clusters Score -2465466 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2465875.250000 Penalty: 5036.583496
	Iteration 10Q: 3 clusters Score -2465875 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2466126.750000 Penalty: 5036.583496
	Iteration 11Q: 3 clusters Score -2466127 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2466308.250000 Penalty: 5036.583496
	Iteration 12Q: 3 clusters Score -2466308 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2466422.000000 Penalty: 5036.583496
	Iteration 13Q: 3 clusters Score -2466422 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2466496.500000 Penalty: 5036.583496
	Iteration 14Q: 3 clusters Score -2466496 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2466547.250000 Penalty: 5036.583496
	Iteration 15Q: 3 clusters Score -2466547 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2466586.250000 Penalty: 5036.583496
	Iteration 16Q: 3 clusters Score -2466586 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2466625.000000 Penalty: 5036.583496
	Iteration 17Q: 3 clusters Score -2466625 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2466652.250000 Penalty: 5036.583496
	Iteration 18Q: 3 clusters Score -2466652 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2466682.000000 Penalty: 5036.583496
	Iteration 19Q: 3 clusters Score -2466682 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2466689.000000 Penalty: 5036.583496
	Iteration 20F: 3 clusters Score -2466689 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2466703.750000 Penalty: 5036.583496
	Iteration 21Q: 3 clusters Score -2466704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2466717.500000 Penalty: 5036.583496
	Iteration 22Q: 3 clusters Score -2466718 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2466720.750000 Penalty: 5036.583496
	Iteration 23Q: 3 clusters Score -2466721 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2466738.500000 Penalty: 5036.583496
	Iteration 24Q: 3 clusters Score -2466738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2466748.000000 Penalty: 5036.583496
	Iteration 25Q: 3 clusters Score -2466748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2466752.750000 Penalty: 5036.583496
	Iteration 26Q: 3 clusters Score -2466753 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2466751.000000 Penalty: 5036.583496
	Iteration 27Q: 3 clusters Score -2466751 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2466763.500000 Penalty: 5036.583496
	Iteration 28Q: 3 clusters Score -2466764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2466766.500000 Penalty: 5036.583496
	Iteration 29Q: 3 clusters Score -2466766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2466771.750000 Penalty: 5036.583496
	Iteration 30Q: 3 clusters Score -2466772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2466779.000000 Penalty: 5036.583496
	Iteration 31Q: 3 clusters Score -2466779 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2466785.750000 Penalty: 5036.583496
	Iteration 32Q: 3 clusters Score -2466786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2466802.750000 Penalty: 5036.583496
	Iteration 33Q: 3 clusters Score -2466803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2466805.000000 Penalty: 5036.583496
	Iteration 34Q: 3 clusters Score -2466805 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2466803.250000 Penalty: 5036.583496
	Iteration 35Q: 3 clusters Score -2466803 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2466810.500000 Penalty: 5036.583496
	Iteration 36Q: 3 clusters Score -2466810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2466806.000000 Penalty: 5036.583496
	Iteration 37Q: 3 clusters Score -2466806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2466805.000000 Penalty: 5036.583496
	Iteration 38Q: 3 clusters Score -2466805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2466809.000000 Penalty: 5036.583496
	Iteration 39Q: 3 clusters Score -2466809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2466814.750000 Penalty: 5036.583496
	Iteration 40F: 3 clusters Score -2466815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2466807.500000 Penalty: 5036.583496
	Iteration 41Q: 3 clusters Score -2466808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2466809.000000 Penalty: 5036.583496
	Iteration 42Q: 3 clusters Score -2466809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2466809.750000 Penalty: 5036.583496
	Iteration 43Q: 3 clusters Score -2466810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2466806.250000 Penalty: 5036.583496
	Iteration 44Q: 3 clusters Score -2466806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2466809.750000 Penalty: 5036.583496
	Iteration 45Q: 3 clusters Score -2466810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2466820.250000 Penalty: 5036.583496
	Iteration 46Q: 3 clusters Score -2466820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2466814.000000 Penalty: 5036.583496
	Iteration 47Q: 3 clusters Score -2466814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2466817.250000 Penalty: 5036.583496
	Iteration 48Q: 3 clusters Score -2466817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2466817.250000 Penalty: 5036.583496
	Iteration 49Q: 3 clusters Score -2466817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2466815.250000 Penalty: 5036.583496
	Iteration 50Q: 3 clusters Score -2466815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2466815.250000 Penalty: 5036.583496
	Iteration 51F: 3 clusters Score -2466815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Entering Unmasked Estep 
Score: -810999.562500 Penalty: 2251.925537
	Iteration 0F: 2 clusters Score -810999.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -804042.625000 Penalty: 4503.851074
	Iteration 0F: 3 clusters Score -804042.6 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -806054.812500 Penalty: 4503.851074
	Iteration 1F: 3 clusters Score -806054.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -806411.187500 Penalty: 4503.851074
	Iteration 2F: 3 clusters Score -806411.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -806645.625000 Penalty: 4503.851074
	Iteration 3F: 3 clusters Score -806645.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -806833.000000 Penalty: 4503.851074
	Iteration 4Q: 3 clusters Score -806833 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -807025.375000 Penalty: 4503.851074
	Iteration 5Q: 3 clusters Score -807025.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -807227.625000 Penalty: 4503.851074
	Iteration 6Q: 3 clusters Score -807227.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -807448.625000 Penalty: 4503.851074
	Iteration 7Q: 3 clusters Score -807448.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -807684.500000 Penalty: 4503.851074
	Iteration 8Q: 3 clusters Score -807684.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -807931.937500 Penalty: 4503.851074
	Iteration 9Q: 3 clusters Score -807931.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -808172.812500 Penalty: 4503.851074
	Iteration 10Q: 3 clusters Score -808172.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -808395.750000 Penalty: 4503.851074
	Iteration 11Q: 3 clusters Score -808395.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -808581.625000 Penalty: 4503.851074
	Iteration 12Q: 3 clusters Score -808581.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -808723.687500 Penalty: 4503.851074
	Iteration 13Q: 3 clusters Score -808723.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -808855.312500 Penalty: 4503.851074
	Iteration 14Q: 3 clusters Score -808855.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -808972.812500 Penalty: 4503.851074
	Iteration 15Q: 3 clusters Score -808972.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -809094.937500 Penalty: 4503.851074
	Iteration 16Q: 3 clusters Score -809094.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -809198.875000 Penalty: 4503.851074
	Iteration 17Q: 3 clusters Score -809198.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -809276.250000 Penalty: 4503.851074
	Iteration 18Q: 3 clusters Score -809276.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -809345.625000 Penalty: 4503.851074
	Iteration 19Q: 3 clusters Score -809345.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -809396.625000 Penalty: 4503.851074
	Iteration 20F: 3 clusters Score -809396.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -809440.312500 Penalty: 4503.851074
	Iteration 21Q: 3 clusters Score -809440.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -809473.750000 Penalty: 4503.851074
	Iteration 22Q: 3 clusters Score -809473.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -809503.875000 Penalty: 4503.851074
	Iteration 23Q: 3 clusters Score -809503.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -809519.500000 Penalty: 4503.851074
	Iteration 24Q: 3 clusters Score -809519.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -809536.187500 Penalty: 4503.851074
	Iteration 25Q: 3 clusters Score -809536.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -809544.000000 Penalty: 4503.851074
	Iteration 26Q: 3 clusters Score -809544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -809553.625000 Penalty: 4503.851074
	Iteration 27Q: 3 clusters Score -809553.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -809561.500000 Penalty: 4503.851074
	Iteration 28Q: 3 clusters Score -809561.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -809566.437500 Penalty: 4503.851074
	Iteration 29Q: 3 clusters Score -809566.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -809572.812500 Penalty: 4503.851074
	Iteration 30Q: 3 clusters Score -809572.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -809575.125000 Penalty: 4503.851074
	Iteration 31Q: 3 clusters Score -809575.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -809578.125000 Penalty: 4503.851074
	Iteration 32Q: 3 clusters Score -809578.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -809583.750000 Penalty: 4503.851074
	Iteration 33Q: 3 clusters Score -809583.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -809584.750000 Penalty: 4503.851074
	Iteration 34Q: 3 clusters Score -809584.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -809586.625000 Penalty: 4503.851074
	Iteration 35Q: 3 clusters Score -809586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -809585.812500 Penalty: 4503.851074
	Iteration 36Q: 3 clusters Score -809585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -809585.812500 Penalty: 4503.851074
	Iteration 37F: 3 clusters Score -809585.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Entering Unmasked Estep 
Score: -442681.562500 Penalty: 2098.968018
	Iteration 0F: 2 clusters Score -442681.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -438320.750000 Penalty: 4197.936035
	Iteration 0F: 3 clusters Score -438320.8 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -439382.625000 Penalty: 4197.936035
	Iteration 1F: 3 clusters Score -439382.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -439579.812500 Penalty: 4197.936035
	Iteration 2F: 3 clusters Score -439579.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -439704.937500 Penalty: 4197.936035
	Iteration 3Q: 3 clusters Score -439704.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -439805.437500 Penalty: 4197.936035
	Iteration 4Q: 3 clusters Score -439805.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -439886.062500 Penalty: 4197.936035
	Iteration 5Q: 3 clusters Score -439886.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -439963.906250 Penalty: 4197.936035
	Iteration 6Q: 3 clusters Score -439963.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -440019.875000 Penalty: 4197.936035
	Iteration 7Q: 3 clusters Score -440019.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -440067.218750 Penalty: 4197.936035
	Iteration 8Q: 3 clusters Score -440067.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -440110.218750 Penalty: 4197.936035
	Iteration 9Q: 3 clusters Score -440110.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -440143.031250 Penalty: 4197.936035
	Iteration 10Q: 3 clusters Score -440143 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -440166.656250 Penalty: 4197.936035
	Iteration 11Q: 3 clusters Score -440166.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -440186.968750 Penalty: 4197.936035
	Iteration 12Q: 3 clusters Score -440187 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -440214.437500 Penalty: 4197.936035
	Iteration 13Q: 3 clusters Score -440214.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -440244.031250 Penalty: 4197.936035
	Iteration 14Q: 3 clusters Score -440244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -440271.093750 Penalty: 4197.936035
	Iteration 15Q: 3 clusters Score -440271.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -440297.000000 Penalty: 4197.936035
	Iteration 16Q: 3 clusters Score -440297 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -440314.187500 Penalty: 4197.936035
	Iteration 17Q: 3 clusters Score -440314.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -440331.968750 Penalty: 4197.936035
	Iteration 18Q: 3 clusters Score -440332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -440342.781250 Penalty: 4197.936035
	Iteration 19Q: 3 clusters Score -440342.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -440356.468750 Penalty: 4197.936035
	Iteration 20F: 3 clusters Score -440356.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -440367.625000 Penalty: 4197.936035
	Iteration 21Q: 3 clusters Score -440367.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -440380.906250 Penalty: 4197.936035
	Iteration 22Q: 3 clusters Score -440380.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -440391.750000 Penalty: 4197.936035
	Iteration 23Q: 3 clusters Score -440391.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -440400.750000 Penalty: 4197.936035
	Iteration 24Q: 3 clusters Score -440400.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -440406.593750 Penalty: 4197.936035
	Iteration 25Q: 3 clusters Score -440406.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -440412.468750 Penalty: 4197.936035
	Iteration 26Q: 3 clusters Score -440412.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -440416.937500 Penalty: 4197.936035
	Iteration 27Q: 3 clusters Score -440416.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -440424.750000 Penalty: 4197.936035
	Iteration 28Q: 3 clusters Score -440424.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -440432.125000 Penalty: 4197.936035
	Iteration 29Q: 3 clusters Score -440432.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -440435.812500 Penalty: 4197.936035
	Iteration 30Q: 3 clusters Score -440435.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -440439.031250 Penalty: 4197.936035
	Iteration 31Q: 3 clusters Score -440439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -440443.156250 Penalty: 4197.936035
	Iteration 32Q: 3 clusters Score -440443.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -440447.875000 Penalty: 4197.936035
	Iteration 33Q: 3 clusters Score -440447.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -440451.906250 Penalty: 4197.936035
	Iteration 34Q: 3 clusters Score -440451.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -440461.531250 Penalty: 4197.936035
	Iteration 35Q: 3 clusters Score -440461.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -440474.500000 Penalty: 4197.936035
	Iteration 36Q: 3 clusters Score -440474.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -440487.250000 Penalty: 4197.936035
	Iteration 37Q: 3 clusters Score -440487.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -440501.562500 Penalty: 4197.936035
	Iteration 38Q: 3 clusters Score -440501.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -440516.562500 Penalty: 4197.936035
	Iteration 39Q: 3 clusters Score -440516.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -440535.812500 Penalty: 4197.936035
	Iteration 40F: 3 clusters Score -440535.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -440562.312500 Penalty: 4197.936035
	Iteration 41Q: 3 clusters Score -440562.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -440589.718750 Penalty: 4197.936035
	Iteration 42Q: 3 clusters Score -440589.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -440614.031250 Penalty: 4197.936035
	Iteration 43Q: 3 clusters Score -440614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -440635.718750 Penalty: 4197.936035
	Iteration 44Q: 3 clusters Score -440635.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -440659.437500 Penalty: 4197.936035
	Iteration 45Q: 3 clusters Score -440659.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -440688.875000 Penalty: 4197.936035
	Iteration 46Q: 3 clusters Score -440688.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -440719.281250 Penalty: 4197.936035
	Iteration 47Q: 3 clusters Score -440719.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -440746.531250 Penalty: 4197.936035
	Iteration 48Q: 3 clusters Score -440746.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -440759.062500 Penalty: 4197.936035
	Iteration 49Q: 3 clusters Score -440759.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -440771.781250 Penalty: 4197.936035
	Iteration 50Q: 3 clusters Score -440771.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -440785.281250 Penalty: 4197.936035
	Iteration 51Q: 3 clusters Score -440785.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -440794.875000 Penalty: 4197.936035
	Iteration 52Q: 3 clusters Score -440794.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -440801.000000 Penalty: 4197.936035
	Iteration 53Q: 3 clusters Score -440801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -440804.625000 Penalty: 4197.936035
	Iteration 54Q: 3 clusters Score -440804.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -440810.906250 Penalty: 4197.936035
	Iteration 55Q: 3 clusters Score -440810.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -440812.562500 Penalty: 4197.936035
	Iteration 56Q: 3 clusters Score -440812.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -440817.906250 Penalty: 4197.936035
	Iteration 57Q: 3 clusters Score -440817.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -440821.968750 Penalty: 4197.936035
	Iteration 58Q: 3 clusters Score -440822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -440829.750000 Penalty: 4197.936035
	Iteration 59Q: 3 clusters Score -440829.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -440833.062500 Penalty: 4197.936035
	Iteration 60F: 3 clusters Score -440833.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -440834.468750 Penalty: 4197.936035
	Iteration 61Q: 3 clusters Score -440834.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -440836.062500 Penalty: 4197.936035
	Iteration 62Q: 3 clusters Score -440836.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -440836.406250 Penalty: 4197.936035
	Iteration 63Q: 3 clusters Score -440836.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -440836.312500 Penalty: 4197.936035
	Iteration 64Q: 3 clusters Score -440836.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -440837.250000 Penalty: 4197.936035
	Iteration 65Q: 3 clusters Score -440837.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -440837.093750 Penalty: 4197.936035
	Iteration 66Q: 3 clusters Score -440837.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -440837.093750 Penalty: 4197.936035
	Iteration 67F: 3 clusters Score -440837.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134865 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230373 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30431 members 
Mstep: Class 6 contains 310617 members 
Mstep: Class 7 contains 97729 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 25413 members 
Mstep: Class 10 contains 7695 members 
Mstep: Class 11 contains 225482 members 
Mstep: Class 12 contains 65367 members 
Mstep: Class 13 contains 21287 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221266 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 1437 members 
Mstep: Class 19 contains 5282 members 
Mstep: Class 20 contains 4994 members 
Mstep: Class 21 contains 7337 members 
Mstep: Class 22 contains 102801 members 
Mstep: Class 23 contains 5410 members 
Mstep: Class 24 contains 14156 members 
Mstep: Class 25 contains 5856 members 
Mstep: Class 26 contains 18356 members 
Mstep: Class 27 contains 11438 members 
Mstep: Class 28 contains 9661 members 
Mstep: Class 29 contains 10191 members 
Mstep: Class 30 contains 25704 members 
Mstep: Class 31 contains 8781 members 
Mstep: Class 32 contains 4739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697376.000000 Penalty: 120826.726562
Iteration 199Q: 35 clusters Score -1.576974e+08 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134868 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230370 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30404 members 
Mstep: Class 6 contains 310750 members 
Mstep: Class 7 contains 97911 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 24480 members 
Mstep: Class 10 contains 7718 members 
Mstep: Class 11 contains 225503 members 
Mstep: Class 12 contains 65363 members 
Mstep: Class 13 contains 21343 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221612 members 
Mstep: Class 16 contains 8216 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 1561 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 5003 members 
Mstep: Class 21 contains 7421 members 
Mstep: Class 22 contains 102799 members 
Mstep: Class 23 contains 5390 members 
Mstep: Class 24 contains 14045 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 18367 members 
Mstep: Class 27 contains 11437 members 
Mstep: Class 28 contains 9762 members 
Mstep: Class 29 contains 10218 members 
Mstep: Class 30 contains 25741 members 
Mstep: Class 31 contains 8782 members 
Mstep: Class 32 contains 4800 members 
Mstep: Class 33 contains 5693 members 
Mstep: Class 34 contains 2991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699520.000000 Penalty: 120826.726562
Iteration 200F: 35 clusters Score -1.576995e+08 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134867 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 30375 members 
Mstep: Class 6 contains 310636 members 
Mstep: Class 7 contains 97756 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 23945 members 
Mstep: Class 10 contains 7743 members 
Mstep: Class 11 contains 225477 members 
Mstep: Class 12 contains 65370 members 
Mstep: Class 13 contains 21363 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221360 members 
Mstep: Class 16 contains 8206 members 
Mstep: Class 17 contains 9024 members 
Mstep: Class 18 contains 1641 members 
Mstep: Class 19 contains 5322 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 7455 members 
Mstep: Class 22 contains 102793 members 
Mstep: Class 23 contains 5370 members 
Mstep: Class 24 contains 13961 members 
Mstep: Class 25 contains 5840 members 
Mstep: Class 26 contains 18366 members 
Mstep: Class 27 contains 11442 members 
Mstep: Class 28 contains 9802 members 
Mstep: Class 29 contains 10226 members 
Mstep: Class 30 contains 25615 members 
Mstep: Class 31 contains 8780 members 
Mstep: Class 32 contains 4847 members 
Mstep: Class 33 contains 6631 members 
Mstep: Class 34 contains 3131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700160.000000 Penalty: 120826.726562
Iteration 201Q: 35 clusters Score -1.577002e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134852 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 230347 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 30351 members 
Mstep: Class 6 contains 310529 members 
Mstep: Class 7 contains 97697 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 23637 members 
Mstep: Class 10 contains 7770 members 
Mstep: Class 11 contains 225444 members 
Mstep: Class 12 contains 65375 members 
Mstep: Class 13 contains 21378 members 
Mstep: Class 14 contains 8624 members 
Mstep: Class 15 contains 221192 members 
Mstep: Class 16 contains 8199 members 
Mstep: Class 17 contains 9054 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 5323 members 
Mstep: Class 20 contains 5030 members 
Mstep: Class 21 contains 7500 members 
Mstep: Class 22 contains 102788 members 
Mstep: Class 23 contains 5366 members 
Mstep: Class 24 contains 13922 members 
Mstep: Class 25 contains 5833 members 
Mstep: Class 26 contains 18364 members 
Mstep: Class 27 contains 11432 members 
Mstep: Class 28 contains 9860 members 
Mstep: Class 29 contains 10233 members 
Mstep: Class 30 contains 25560 members 
Mstep: Class 31 contains 8782 members 
Mstep: Class 32 contains 4894 members 
Mstep: Class 33 contains 7108 members 
Mstep: Class 34 contains 3210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700544.000000 Penalty: 120826.726562
Iteration 202Q: 35 clusters Score -1.577005e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134824 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 230336 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30323 members 
Mstep: Class 6 contains 310459 members 
Mstep: Class 7 contains 97688 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 23411 members 
Mstep: Class 10 contains 7800 members 
Mstep: Class 11 contains 225419 members 
Mstep: Class 12 contains 65373 members 
Mstep: Class 13 contains 21388 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 221078 members 
Mstep: Class 16 contains 8200 members 
Mstep: Class 17 contains 9072 members 
Mstep: Class 18 contains 1733 members 
Mstep: Class 19 contains 5322 members 
Mstep: Class 20 contains 5037 members 
Mstep: Class 21 contains 7528 members 
Mstep: Class 22 contains 102784 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 5830 members 
Mstep: Class 26 contains 18367 members 
Mstep: Class 27 contains 11435 members 
Mstep: Class 28 contains 9915 members 
Mstep: Class 29 contains 10241 members 
Mstep: Class 30 contains 25515 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 4922 members 
Mstep: Class 33 contains 7422 members 
Mstep: Class 34 contains 3266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700832.000000 Penalty: 120826.726562
Iteration 203Q: 35 clusters Score -1.577008e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134802 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230325 members 
Mstep: Class 4 contains 12665 members 
Mstep: Class 5 contains 30301 members 
Mstep: Class 6 contains 310409 members 
Mstep: Class 7 contains 97703 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 23232 members 
Mstep: Class 10 contains 7828 members 
Mstep: Class 11 contains 225397 members 
Mstep: Class 12 contains 65372 members 
Mstep: Class 13 contains 21407 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 220991 members 
Mstep: Class 16 contains 8194 members 
Mstep: Class 17 contains 9086 members 
Mstep: Class 18 contains 1760 members 
Mstep: Class 19 contains 5324 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 7559 members 
Mstep: Class 22 contains 102781 members 
Mstep: Class 23 contains 5358 members 
Mstep: Class 24 contains 13855 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 18372 members 
Mstep: Class 27 contains 11436 members 
Mstep: Class 28 contains 9942 members 
Mstep: Class 29 contains 10246 members 
Mstep: Class 30 contains 25479 members 
Mstep: Class 31 contains 8789 members 
Mstep: Class 32 contains 4950 members 
Mstep: Class 33 contains 7642 members 
Mstep: Class 34 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700976.000000 Penalty: 120826.726562
Iteration 204Q: 35 clusters Score -1.57701e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134782 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230326 members 
Mstep: Class 4 contains 12666 members 
Mstep: Class 5 contains 30268 members 
Mstep: Class 6 contains 310390 members 
Mstep: Class 7 contains 97711 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 23065 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 225374 members 
Mstep: Class 12 contains 65369 members 
Mstep: Class 13 contains 21428 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 220933 members 
Mstep: Class 16 contains 8194 members 
Mstep: Class 17 contains 9100 members 
Mstep: Class 18 contains 1785 members 
Mstep: Class 19 contains 5322 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 7576 members 
Mstep: Class 22 contains 102779 members 
Mstep: Class 23 contains 5356 members 
Mstep: Class 24 contains 13833 members 
Mstep: Class 25 contains 5829 members 
Mstep: Class 26 contains 18372 members 
Mstep: Class 27 contains 11431 members 
Mstep: Class 28 contains 9970 members 
Mstep: Class 29 contains 10242 members 
Mstep: Class 30 contains 25455 members 
Mstep: Class 31 contains 8793 members 
Mstep: Class 32 contains 4973 members 
Mstep: Class 33 contains 7796 members 
Mstep: Class 34 contains 3365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701040.000000 Penalty: 120826.726562
Iteration 205Q: 35 clusters Score -1.57701e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134766 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230327 members 
Mstep: Class 4 contains 12665 members 
Mstep: Class 5 contains 30232 members 
Mstep: Class 6 contains 310366 members 
Mstep: Class 7 contains 97709 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 22933 members 
Mstep: Class 10 contains 7888 members 
Mstep: Class 11 contains 225350 members 
Mstep: Class 12 contains 65369 members 
Mstep: Class 13 contains 21441 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 220898 members 
Mstep: Class 16 contains 8196 members 
Mstep: Class 17 contains 9112 members 
Mstep: Class 18 contains 1807 members 
Mstep: Class 19 contains 5321 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 7599 members 
Mstep: Class 22 contains 102780 members 
Mstep: Class 23 contains 5347 members 
Mstep: Class 24 contains 13806 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 18374 members 
Mstep: Class 27 contains 11429 members 
Mstep: Class 28 contains 9981 members 
Mstep: Class 29 contains 10237 members 
Mstep: Class 30 contains 25447 members 
Mstep: Class 31 contains 8795 members 
Mstep: Class 32 contains 4994 members 
Mstep: Class 33 contains 7937 members 
Mstep: Class 34 contains 3405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701104.000000 Penalty: 120826.726562
Iteration 206Q: 35 clusters Score -1.577011e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134756 members 
Mstep: Class 2 contains 10327 members 
Mstep: Class 3 contains 230323 members 
Mstep: Class 4 contains 12666 members 
Mstep: Class 5 contains 30199 members 
Mstep: Class 6 contains 310340 members 
Mstep: Class 7 contains 97708 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 22825 members 
Mstep: Class 10 contains 7917 members 
Mstep: Class 11 contains 225340 members 
Mstep: Class 12 contains 65371 members 
Mstep: Class 13 contains 21442 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 220867 members 
Mstep: Class 16 contains 8203 members 
Mstep: Class 17 contains 9124 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 5322 members 
Mstep: Class 20 contains 5057 members 
Mstep: Class 21 contains 7619 members 
Mstep: Class 22 contains 102780 members 
Mstep: Class 23 contains 5341 members 
Mstep: Class 24 contains 13793 members 
Mstep: Class 25 contains 5826 members 
Mstep: Class 26 contains 18376 members 
Mstep: Class 27 contains 11423 members 
Mstep: Class 28 contains 9993 members 
Mstep: Class 29 contains 10232 members 
Mstep: Class 30 contains 25428 members 
Mstep: Class 31 contains 8800 members 
Mstep: Class 32 contains 5002 members 
Mstep: Class 33 contains 8051 members 
Mstep: Class 34 contains 3437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701328.000000 Penalty: 120826.726562
Iteration 207Q: 35 clusters Score -1.577013e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134740 members 
Mstep: Class 2 contains 10329 members 
Mstep: Class 3 contains 230327 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30173 members 
Mstep: Class 6 contains 310320 members 
Mstep: Class 7 contains 97699 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 22708 members 
Mstep: Class 10 contains 7946 members 
Mstep: Class 11 contains 225326 members 
Mstep: Class 12 contains 65377 members 
Mstep: Class 13 contains 21451 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 220854 members 
Mstep: Class 16 contains 8209 members 
Mstep: Class 17 contains 9132 members 
Mstep: Class 18 contains 1825 members 
Mstep: Class 19 contains 5323 members 
Mstep: Class 20 contains 5066 members 
Mstep: Class 21 contains 7635 members 
Mstep: Class 22 contains 102775 members 
Mstep: Class 23 contains 5342 members 
Mstep: Class 24 contains 13790 members 
Mstep: Class 25 contains 5826 members 
Mstep: Class 26 contains 18374 members 
Mstep: Class 27 contains 11421 members 
Mstep: Class 28 contains 9993 members 
Mstep: Class 29 contains 10226 members 
Mstep: Class 30 contains 25431 members 
Mstep: Class 31 contains 8799 members 
Mstep: Class 32 contains 5013 members 
Mstep: Class 33 contains 8157 members 
Mstep: Class 34 contains 3457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701072.000000 Penalty: 120826.726562
Iteration 208Q: 35 clusters Score -1.577011e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134735 members 
Mstep: Class 2 contains 10331 members 
Mstep: Class 3 contains 230322 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30152 members 
Mstep: Class 6 contains 310299 members 
Mstep: Class 7 contains 97692 members 
Mstep: Class 8 contains 7678 members 
Mstep: Class 9 contains 22586 members 
Mstep: Class 10 contains 7973 members 
Mstep: Class 11 contains 225307 members 
Mstep: Class 12 contains 65382 members 
Mstep: Class 13 contains 21469 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 220837 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 9138 members 
Mstep: Class 18 contains 1832 members 
Mstep: Class 19 contains 5327 members 
Mstep: Class 20 contains 5068 members 
Mstep: Class 21 contains 7658 members 
Mstep: Class 22 contains 102771 members 
Mstep: Class 23 contains 5349 members 
Mstep: Class 24 contains 13788 members 
Mstep: Class 25 contains 5827 members 
Mstep: Class 26 contains 18373 members 
Mstep: Class 27 contains 11418 members 
Mstep: Class 28 contains 9996 members 
Mstep: Class 29 contains 10219 members 
Mstep: Class 30 contains 25440 members 
Mstep: Class 31 contains 8793 members 
Mstep: Class 32 contains 5022 members 
Mstep: Class 33 contains 8244 members 
Mstep: Class 34 contains 3474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701136.000000 Penalty: 120826.726562
Iteration 209Q: 35 clusters Score -1.577011e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134725 members 
Mstep: Class 2 contains 10332 members 
Mstep: Class 3 contains 230329 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 30116 members 
Mstep: Class 6 contains 310304 members 
Mstep: Class 7 contains 97684 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 22482 members 
Mstep: Class 10 contains 7992 members 
Mstep: Class 11 contains 225292 members 
Mstep: Class 12 contains 65385 members 
Mstep: Class 13 contains 21479 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 220832 members 
Mstep: Class 16 contains 8227 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 1841 members 
Mstep: Class 19 contains 5331 members 
Mstep: Class 20 contains 5071 members 
Mstep: Class 21 contains 7676 members 
Mstep: Class 22 contains 102766 members 
Mstep: Class 23 contains 5352 members 
Mstep: Class 24 contains 13778 members 
Mstep: Class 25 contains 5828 members 
Mstep: Class 26 contains 18371 members 
Mstep: Class 27 contains 11419 members 
Mstep: Class 28 contains 9985 members 
Mstep: Class 29 contains 10215 members 
Mstep: Class 30 contains 25454 members 
Mstep: Class 31 contains 8783 members 
Mstep: Class 32 contains 5035 members 
Mstep: Class 33 contains 8325 members 
Mstep: Class 34 contains 3491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701296.000000 Penalty: 120826.726562
Iteration 210Q: 35 clusters Score -1.577013e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134727 members 
Mstep: Class 2 contains 10327 members 
Mstep: Class 3 contains 230328 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 30078 members 
Mstep: Class 6 contains 310291 members 
Mstep: Class 7 contains 97675 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 22368 members 
Mstep: Class 10 contains 8017 members 
Mstep: Class 11 contains 225274 members 
Mstep: Class 12 contains 65385 members 
Mstep: Class 13 contains 21495 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 220822 members 
Mstep: Class 16 contains 8238 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 1845 members 
Mstep: Class 19 contains 5337 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 7700 members 
Mstep: Class 22 contains 102763 members 
Mstep: Class 23 contains 5356 members 
Mstep: Class 24 contains 13773 members 
Mstep: Class 25 contains 5830 members 
Mstep: Class 26 contains 18368 members 
Mstep: Class 27 contains 11427 members 
Mstep: Class 28 contains 9992 members 
Mstep: Class 29 contains 10209 members 
Mstep: Class 30 contains 25468 members 
Mstep: Class 31 contains 8777 members 
Mstep: Class 32 contains 5050 members 
Mstep: Class 33 contains 8394 members 
Mstep: Class 34 contains 3503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701632.000000 Penalty: 120826.726562
Iteration 211Q: 35 clusters Score -1.577016e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134727 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 230329 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 30035 members 
Mstep: Class 6 contains 310285 members 
Mstep: Class 7 contains 97679 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 22267 members 
Mstep: Class 10 contains 8044 members 
Mstep: Class 11 contains 225270 members 
Mstep: Class 12 contains 65384 members 
Mstep: Class 13 contains 21511 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 220815 members 
Mstep: Class 16 contains 8245 members 
Mstep: Class 17 contains 9147 members 
Mstep: Class 18 contains 1851 members 
Mstep: Class 19 contains 5340 members 
Mstep: Class 20 contains 5082 members 
Mstep: Class 21 contains 7723 members 
Mstep: Class 22 contains 102761 members 
Mstep: Class 23 contains 5364 members 
Mstep: Class 24 contains 13765 members 
Mstep: Class 25 contains 5830 members 
Mstep: Class 26 contains 18361 members 
Mstep: Class 27 contains 11425 members 
Mstep: Class 28 contains 10003 members 
Mstep: Class 29 contains 10206 members 
Mstep: Class 30 contains 25472 members 
Mstep: Class 31 contains 8774 members 
Mstep: Class 32 contains 5056 members 
Mstep: Class 33 contains 8452 members 
Mstep: Class 34 contains 3515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701424.000000 Penalty: 120826.726562
Iteration 212Q: 35 clusters Score -1.577014e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134715 members 
Mstep: Class 2 contains 10327 members 
Mstep: Class 3 contains 230327 members 
Mstep: Class 4 contains 12665 members 
Mstep: Class 5 contains 30019 members 
Mstep: Class 6 contains 310269 members 
Mstep: Class 7 contains 97671 members 
Mstep: Class 8 contains 7678 members 
Mstep: Class 9 contains 22202 members 
Mstep: Class 10 contains 8064 members 
Mstep: Class 11 contains 225256 members 
Mstep: Class 12 contains 65383 members 
Mstep: Class 13 contains 21523 members 
Mstep: Class 14 contains 8625 members 
Mstep: Class 15 contains 220803 members 
Mstep: Class 16 contains 8247 members 
Mstep: Class 17 contains 9154 members 
Mstep: Class 18 contains 1853 members 
Mstep: Class 19 contains 5348 members 
Mstep: Class 20 contains 5095 members 
Mstep: Class 21 contains 7741 members 
Mstep: Class 22 contains 102759 members 
Mstep: Class 23 contains 5366 members 
Mstep: Class 24 contains 13762 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 18357 members 
Mstep: Class 27 contains 11431 members 
Mstep: Class 28 contains 10008 members 
Mstep: Class 29 contains 10208 members 
Mstep: Class 30 contains 25478 members 
Mstep: Class 31 contains 8768 members 
Mstep: Class 32 contains 5064 members 
Mstep: Class 33 contains 8489 members 
Mstep: Class 34 contains 3526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701152.000000 Penalty: 120826.726562
Iteration 213Q: 35 clusters Score -1.577012e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134705 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230329 members 
Mstep: Class 4 contains 12667 members 
Mstep: Class 5 contains 29996 members 
Mstep: Class 6 contains 310261 members 
Mstep: Class 7 contains 97666 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 22136 members 
Mstep: Class 10 contains 8084 members 
Mstep: Class 11 contains 225247 members 
Mstep: Class 12 contains 65382 members 
Mstep: Class 13 contains 21533 members 
Mstep: Class 14 contains 8626 members 
Mstep: Class 15 contains 220801 members 
Mstep: Class 16 contains 8254 members 
Mstep: Class 17 contains 9156 members 
Mstep: Class 18 contains 1857 members 
Mstep: Class 19 contains 5348 members 
Mstep: Class 20 contains 5102 members 
Mstep: Class 21 contains 7758 members 
Mstep: Class 22 contains 102757 members 
Mstep: Class 23 contains 5367 members 
Mstep: Class 24 contains 13759 members 
Mstep: Class 25 contains 5823 members 
Mstep: Class 26 contains 18354 members 
Mstep: Class 27 contains 11432 members 
Mstep: Class 28 contains 10010 members 
Mstep: Class 29 contains 10208 members 
Mstep: Class 30 contains 25483 members 
Mstep: Class 31 contains 8766 members 
Mstep: Class 32 contains 5072 members 
Mstep: Class 33 contains 8530 members 
Mstep: Class 34 contains 3535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701536.000000 Penalty: 120826.726562
Iteration 214Q: 35 clusters Score -1.577015e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134698 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230337 members 
Mstep: Class 4 contains 12665 members 
Mstep: Class 5 contains 29974 members 
Mstep: Class 6 contains 310258 members 
Mstep: Class 7 contains 97664 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 22082 members 
Mstep: Class 10 contains 8104 members 
Mstep: Class 11 contains 225241 members 
Mstep: Class 12 contains 65388 members 
Mstep: Class 13 contains 21543 members 
Mstep: Class 14 contains 8627 members 
Mstep: Class 15 contains 220794 members 
Mstep: Class 16 contains 8253 members 
Mstep: Class 17 contains 9164 members 
Mstep: Class 18 contains 1860 members 
Mstep: Class 19 contains 5346 members 
Mstep: Class 20 contains 5106 members 
Mstep: Class 21 contains 7772 members 
Mstep: Class 22 contains 102752 members 
Mstep: Class 23 contains 5368 members 
Mstep: Class 24 contains 13762 members 
Mstep: Class 25 contains 5821 members 
Mstep: Class 26 contains 18351 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 10015 members 
Mstep: Class 29 contains 10201 members 
Mstep: Class 30 contains 25485 members 
Mstep: Class 31 contains 8759 members 
Mstep: Class 32 contains 5079 members 
Mstep: Class 33 contains 8561 members 
Mstep: Class 34 contains 3541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701200.000000 Penalty: 120826.726562
Iteration 215Q: 35 clusters Score -1.577012e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134695 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 230344 members 
Mstep: Class 4 contains 12665 members 
Mstep: Class 5 contains 29953 members 
Mstep: Class 6 contains 310251 members 
Mstep: Class 7 contains 97655 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 22030 members 
Mstep: Class 10 contains 8121 members 
Mstep: Class 11 contains 225233 members 
Mstep: Class 12 contains 65390 members 
Mstep: Class 13 contains 21549 members 
Mstep: Class 14 contains 8627 members 
Mstep: Class 15 contains 220799 members 
Mstep: Class 16 contains 8258 members 
Mstep: Class 17 contains 9173 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 5352 members 
Mstep: Class 20 contains 5111 members 
Mstep: Class 21 contains 7781 members 
Mstep: Class 22 contains 102748 members 
Mstep: Class 23 contains 5368 members 
Mstep: Class 24 contains 13764 members 
Mstep: Class 25 contains 5822 members 
Mstep: Class 26 contains 18351 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 10020 members 
Mstep: Class 29 contains 10195 members 
Mstep: Class 30 contains 25488 members 
Mstep: Class 31 contains 8753 members 
Mstep: Class 32 contains 5084 members 
Mstep: Class 33 contains 8584 members 
Mstep: Class 34 contains 3544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701376.000000 Penalty: 120826.726562
Iteration 216Q: 35 clusters Score -1.577014e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134682 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 230347 members 
Mstep: Class 4 contains 12665 members 
Mstep: Class 5 contains 29932 members 
Mstep: Class 6 contains 310243 members 
Mstep: Class 7 contains 97653 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 21994 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 225228 members 
Mstep: Class 12 contains 65387 members 
Mstep: Class 13 contains 21555 members 
Mstep: Class 14 contains 8628 members 
Mstep: Class 15 contains 220790 members 
Mstep: Class 16 contains 8262 members 
Mstep: Class 17 contains 9179 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 5357 members 
Mstep: Class 20 contains 5116 members 
Mstep: Class 21 contains 7784 members 
Mstep: Class 22 contains 102742 members 
Mstep: Class 23 contains 5369 members 
Mstep: Class 24 contains 13768 members 
Mstep: Class 25 contains 5827 members 
Mstep: Class 26 contains 18351 members 
Mstep: Class 27 contains 11432 members 
Mstep: Class 28 contains 10019 members 
Mstep: Class 29 contains 10192 members 
Mstep: Class 30 contains 25504 members 
Mstep: Class 31 contains 8751 members 
Mstep: Class 32 contains 5092 members 
Mstep: Class 33 contains 8605 members 
Mstep: Class 34 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701264.000000 Penalty: 120826.726562
Iteration 217Q: 35 clusters Score -1.577013e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134673 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 29914 members 
Mstep: Class 6 contains 310236 members 
Mstep: Class 7 contains 97659 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 21954 members 
Mstep: Class 10 contains 8149 members 
Mstep: Class 11 contains 225222 members 
Mstep: Class 12 contains 65384 members 
Mstep: Class 13 contains 21555 members 
Mstep: Class 14 contains 8630 members 
Mstep: Class 15 contains 220788 members 
Mstep: Class 16 contains 8267 members 
Mstep: Class 17 contains 9183 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 5359 members 
Mstep: Class 20 contains 5119 members 
Mstep: Class 21 contains 7786 members 
Mstep: Class 22 contains 102740 members 
Mstep: Class 23 contains 5369 members 
Mstep: Class 24 contains 13771 members 
Mstep: Class 25 contains 5830 members 
Mstep: Class 26 contains 18350 members 
Mstep: Class 27 contains 11435 members 
Mstep: Class 28 contains 10025 members 
Mstep: Class 29 contains 10190 members 
Mstep: Class 30 contains 25518 members 
Mstep: Class 31 contains 8749 members 
Mstep: Class 32 contains 5097 members 
Mstep: Class 33 contains 8622 members 
Mstep: Class 34 contains 3550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701296.000000 Penalty: 120826.726562
Iteration 218Q: 35 clusters Score -1.577013e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134668 members 
Mstep: Class 2 contains 10321 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 29899 members 
Mstep: Class 6 contains 310229 members 
Mstep: Class 7 contains 97663 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 21919 members 
Mstep: Class 10 contains 8157 members 
Mstep: Class 11 contains 225214 members 
Mstep: Class 12 contains 65384 members 
Mstep: Class 13 contains 21562 members 
Mstep: Class 14 contains 8630 members 
Mstep: Class 15 contains 220781 members 
Mstep: Class 16 contains 8271 members 
Mstep: Class 17 contains 9184 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 5122 members 
Mstep: Class 21 contains 7791 members 
Mstep: Class 22 contains 102737 members 
Mstep: Class 23 contains 5373 members 
Mstep: Class 24 contains 13770 members 
Mstep: Class 25 contains 5830 members 
Mstep: Class 26 contains 18351 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 10027 members 
Mstep: Class 29 contains 10184 members 
Mstep: Class 30 contains 25533 members 
Mstep: Class 31 contains 8745 members 
Mstep: Class 32 contains 5100 members 
Mstep: Class 33 contains 8647 members 
Mstep: Class 34 contains 3552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701344.000000 Penalty: 120826.726562
Iteration 219Q: 35 clusters Score -1.577013e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134665 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 230360 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 29885 members 
Mstep: Class 6 contains 310216 members 
Mstep: Class 7 contains 97669 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 21871 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 225216 members 
Mstep: Class 12 contains 65383 members 
Mstep: Class 13 contains 21570 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220778 members 
Mstep: Class 16 contains 8276 members 
Mstep: Class 17 contains 9187 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 5123 members 
Mstep: Class 21 contains 7797 members 
Mstep: Class 22 contains 102734 members 
Mstep: Class 23 contains 5375 members 
Mstep: Class 24 contains 13770 members 
Mstep: Class 25 contains 5833 members 
Mstep: Class 26 contains 18348 members 
Mstep: Class 27 contains 11434 members 
Mstep: Class 28 contains 10027 members 
Mstep: Class 29 contains 10181 members 
Mstep: Class 30 contains 25541 members 
Mstep: Class 31 contains 8744 members 
Mstep: Class 32 contains 5104 members 
Mstep: Class 33 contains 8679 members 
Mstep: Class 34 contains 3555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701232.000000 Penalty: 120826.726562
Iteration 220F: 35 clusters Score -1.577012e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134665 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 230361 members 
Mstep: Class 4 contains 12662 members 
Mstep: Class 5 contains 29870 members 
Mstep: Class 6 contains 310211 members 
Mstep: Class 7 contains 97675 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 21818 members 
Mstep: Class 10 contains 8172 members 
Mstep: Class 11 contains 225212 members 
Mstep: Class 12 contains 65383 members 
Mstep: Class 13 contains 21575 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220773 members 
Mstep: Class 16 contains 8276 members 
Mstep: Class 17 contains 9189 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 5126 members 
Mstep: Class 21 contains 7805 members 
Mstep: Class 22 contains 102735 members 
Mstep: Class 23 contains 5377 members 
Mstep: Class 24 contains 13775 members 
Mstep: Class 25 contains 5834 members 
Mstep: Class 26 contains 18348 members 
Mstep: Class 27 contains 11435 members 
Mstep: Class 28 contains 10029 members 
Mstep: Class 29 contains 10177 members 
Mstep: Class 30 contains 25539 members 
Mstep: Class 31 contains 8747 members 
Mstep: Class 32 contains 5110 members 
Mstep: Class 33 contains 8709 members 
Mstep: Class 34 contains 3558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701264.000000 Penalty: 120826.726562
Iteration 221Q: 35 clusters Score -1.577013e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134667 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 230360 members 
Mstep: Class 4 contains 12658 members 
Mstep: Class 5 contains 29859 members 
Mstep: Class 6 contains 310214 members 
Mstep: Class 7 contains 97680 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 21751 members 
Mstep: Class 10 contains 8184 members 
Mstep: Class 11 contains 225206 members 
Mstep: Class 12 contains 65383 members 
Mstep: Class 13 contains 21580 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220763 members 
Mstep: Class 16 contains 8278 members 
Mstep: Class 17 contains 9191 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 5367 members 
Mstep: Class 20 contains 5130 members 
Mstep: Class 21 contains 7814 members 
Mstep: Class 22 contains 102733 members 
Mstep: Class 23 contains 5376 members 
Mstep: Class 24 contains 13777 members 
Mstep: Class 25 contains 5834 members 
Mstep: Class 26 contains 18347 members 
Mstep: Class 27 contains 11440 members 
Mstep: Class 28 contains 10037 members 
Mstep: Class 29 contains 10176 members 
Mstep: Class 30 contains 25546 members 
Mstep: Class 31 contains 8743 members 
Mstep: Class 32 contains 5119 members 
Mstep: Class 33 contains 8741 members 
Mstep: Class 34 contains 3558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701216.000000 Penalty: 120826.726562
Iteration 222Q: 35 clusters Score -1.577012e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134664 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 230362 members 
Mstep: Class 4 contains 12656 members 
Mstep: Class 5 contains 29847 members 
Mstep: Class 6 contains 310206 members 
Mstep: Class 7 contains 97676 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 21685 members 
Mstep: Class 10 contains 8194 members 
Mstep: Class 11 contains 225209 members 
Mstep: Class 12 contains 65383 members 
Mstep: Class 13 contains 21587 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220762 members 
Mstep: Class 16 contains 8282 members 
Mstep: Class 17 contains 9192 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 5370 members 
Mstep: Class 20 contains 5133 members 
Mstep: Class 21 contains 7827 members 
Mstep: Class 22 contains 102733 members 
Mstep: Class 23 contains 5377 members 
Mstep: Class 24 contains 13778 members 
Mstep: Class 25 contains 5835 members 
Mstep: Class 26 contains 18347 members 
Mstep: Class 27 contains 11449 members 
Mstep: Class 28 contains 10040 members 
Mstep: Class 29 contains 10171 members 
Mstep: Class 30 contains 25548 members 
Mstep: Class 31 contains 8743 members 
Mstep: Class 32 contains 5125 members 
Mstep: Class 33 contains 8769 members 
Mstep: Class 34 contains 3562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701216.000000 Penalty: 120826.726562
Iteration 223Q: 35 clusters Score -1.577012e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134662 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29846 members 
Mstep: Class 6 contains 310199 members 
Mstep: Class 7 contains 97678 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 21631 members 
Mstep: Class 10 contains 8205 members 
Mstep: Class 11 contains 225210 members 
Mstep: Class 12 contains 65383 members 
Mstep: Class 13 contains 21592 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220750 members 
Mstep: Class 16 contains 8284 members 
Mstep: Class 17 contains 9197 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 5372 members 
Mstep: Class 20 contains 5135 members 
Mstep: Class 21 contains 7835 members 
Mstep: Class 22 contains 102734 members 
Mstep: Class 23 contains 5376 members 
Mstep: Class 24 contains 13778 members 
Mstep: Class 25 contains 5833 members 
Mstep: Class 26 contains 18344 members 
Mstep: Class 27 contains 11454 members 
Mstep: Class 28 contains 10046 members 
Mstep: Class 29 contains 10168 members 
Mstep: Class 30 contains 25548 members 
Mstep: Class 31 contains 8742 members 
Mstep: Class 32 contains 5136 members 
Mstep: Class 33 contains 8795 members 
Mstep: Class 34 contains 3565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701024.000000 Penalty: 120826.726562
Iteration 224Q: 35 clusters Score -1.57701e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134658 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 230356 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29838 members 
Mstep: Class 6 contains 310196 members 
Mstep: Class 7 contains 97677 members 
Mstep: Class 8 contains 7678 members 
Mstep: Class 9 contains 21573 members 
Mstep: Class 10 contains 8217 members 
Mstep: Class 11 contains 225211 members 
Mstep: Class 12 contains 65383 members 
Mstep: Class 13 contains 21595 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220752 members 
Mstep: Class 16 contains 8285 members 
Mstep: Class 17 contains 9196 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 5373 members 
Mstep: Class 20 contains 5134 members 
Mstep: Class 21 contains 7849 members 
Mstep: Class 22 contains 102733 members 
Mstep: Class 23 contains 5378 members 
Mstep: Class 24 contains 13779 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 18345 members 
Mstep: Class 27 contains 11454 members 
Mstep: Class 28 contains 10049 members 
Mstep: Class 29 contains 10168 members 
Mstep: Class 30 contains 25552 members 
Mstep: Class 31 contains 8744 members 
Mstep: Class 32 contains 5147 members 
Mstep: Class 33 contains 8816 members 
Mstep: Class 34 contains 3565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701184.000000 Penalty: 120826.726562
Iteration 225Q: 35 clusters Score -1.577012e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134656 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 230353 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29829 members 
Mstep: Class 6 contains 310193 members 
Mstep: Class 7 contains 97678 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 21510 members 
Mstep: Class 10 contains 8229 members 
Mstep: Class 11 contains 225212 members 
Mstep: Class 12 contains 65382 members 
Mstep: Class 13 contains 21604 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220750 members 
Mstep: Class 16 contains 8289 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 1868 members 
Mstep: Class 19 contains 5376 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 7862 members 
Mstep: Class 22 contains 102734 members 
Mstep: Class 23 contains 5380 members 
Mstep: Class 24 contains 13780 members 
Mstep: Class 25 contains 5828 members 
Mstep: Class 26 contains 18344 members 
Mstep: Class 27 contains 11455 members 
Mstep: Class 28 contains 10057 members 
Mstep: Class 29 contains 10169 members 
Mstep: Class 30 contains 25552 members 
Mstep: Class 31 contains 8742 members 
Mstep: Class 32 contains 5161 members 
Mstep: Class 33 contains 8833 members 
Mstep: Class 34 contains 3565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701136.000000 Penalty: 120826.726562
Iteration 226Q: 35 clusters Score -1.577011e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134652 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 230352 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29826 members 
Mstep: Class 6 contains 310190 members 
Mstep: Class 7 contains 97683 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 21438 members 
Mstep: Class 10 contains 8233 members 
Mstep: Class 11 contains 225217 members 
Mstep: Class 12 contains 65383 members 
Mstep: Class 13 contains 21603 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220752 members 
Mstep: Class 16 contains 8291 members 
Mstep: Class 17 contains 9201 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 5140 members 
Mstep: Class 21 contains 7878 members 
Mstep: Class 22 contains 102734 members 
Mstep: Class 23 contains 5382 members 
Mstep: Class 24 contains 13779 members 
Mstep: Class 25 contains 5830 members 
Mstep: Class 26 contains 18344 members 
Mstep: Class 27 contains 11455 members 
Mstep: Class 28 contains 10064 members 
Mstep: Class 29 contains 10164 members 
Mstep: Class 30 contains 25550 members 
Mstep: Class 31 contains 8740 members 
Mstep: Class 32 contains 5176 members 
Mstep: Class 33 contains 8851 members 
Mstep: Class 34 contains 3565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701072.000000 Penalty: 120826.726562
Iteration 227Q: 35 clusters Score -1.577011e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134650 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230353 members 
Mstep: Class 4 contains 12656 members 
Mstep: Class 5 contains 29821 members 
Mstep: Class 6 contains 310181 members 
Mstep: Class 7 contains 97686 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 21380 members 
Mstep: Class 10 contains 8236 members 
Mstep: Class 11 contains 225211 members 
Mstep: Class 12 contains 65384 members 
Mstep: Class 13 contains 21608 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220743 members 
Mstep: Class 16 contains 8298 members 
Mstep: Class 17 contains 9204 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 5143 members 
Mstep: Class 21 contains 7894 members 
Mstep: Class 22 contains 102733 members 
Mstep: Class 23 contains 5386 members 
Mstep: Class 24 contains 13780 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 18344 members 
Mstep: Class 27 contains 11455 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 10161 members 
Mstep: Class 30 contains 25559 members 
Mstep: Class 31 contains 8738 members 
Mstep: Class 32 contains 5195 members 
Mstep: Class 33 contains 8870 members 
Mstep: Class 34 contains 3565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701072.000000 Penalty: 120826.726562
Iteration 228Q: 35 clusters Score -1.577011e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134645 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29818 members 
Mstep: Class 6 contains 310177 members 
Mstep: Class 7 contains 97685 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 21323 members 
Mstep: Class 10 contains 8238 members 
Mstep: Class 11 contains 225211 members 
Mstep: Class 12 contains 65385 members 
Mstep: Class 13 contains 21611 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220744 members 
Mstep: Class 16 contains 8300 members 
Mstep: Class 17 contains 9208 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5383 members 
Mstep: Class 20 contains 5148 members 
Mstep: Class 21 contains 7908 members 
Mstep: Class 22 contains 102731 members 
Mstep: Class 23 contains 5388 members 
Mstep: Class 24 contains 13781 members 
Mstep: Class 25 contains 5833 members 
Mstep: Class 26 contains 18344 members 
Mstep: Class 27 contains 11457 members 
Mstep: Class 28 contains 10068 members 
Mstep: Class 29 contains 10160 members 
Mstep: Class 30 contains 25570 members 
Mstep: Class 31 contains 8736 members 
Mstep: Class 32 contains 5207 members 
Mstep: Class 33 contains 8882 members 
Mstep: Class 34 contains 3565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701184.000000 Penalty: 120826.726562
Iteration 229Q: 35 clusters Score -1.577012e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134639 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29817 members 
Mstep: Class 6 contains 310173 members 
Mstep: Class 7 contains 97683 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 21265 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 225207 members 
Mstep: Class 12 contains 65387 members 
Mstep: Class 13 contains 21611 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220742 members 
Mstep: Class 16 contains 8305 members 
Mstep: Class 17 contains 9211 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 5152 members 
Mstep: Class 21 contains 7927 members 
Mstep: Class 22 contains 102730 members 
Mstep: Class 23 contains 5391 members 
Mstep: Class 24 contains 13780 members 
Mstep: Class 25 contains 5835 members 
Mstep: Class 26 contains 18344 members 
Mstep: Class 27 contains 11454 members 
Mstep: Class 28 contains 10075 members 
Mstep: Class 29 contains 10160 members 
Mstep: Class 30 contains 25579 members 
Mstep: Class 31 contains 8737 members 
Mstep: Class 32 contains 5217 members 
Mstep: Class 33 contains 8896 members 
Mstep: Class 34 contains 3565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700944.000000 Penalty: 120826.726562
Iteration 230Q: 35 clusters Score -1.577009e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134634 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29819 members 
Mstep: Class 6 contains 310175 members 
Mstep: Class 7 contains 97680 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 21215 members 
Mstep: Class 10 contains 8242 members 
Mstep: Class 11 contains 225206 members 
Mstep: Class 12 contains 65387 members 
Mstep: Class 13 contains 21612 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220733 members 
Mstep: Class 16 contains 8312 members 
Mstep: Class 17 contains 9212 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 5155 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 102728 members 
Mstep: Class 23 contains 5394 members 
Mstep: Class 24 contains 13781 members 
Mstep: Class 25 contains 5836 members 
Mstep: Class 26 contains 18342 members 
Mstep: Class 27 contains 11454 members 
Mstep: Class 28 contains 10080 members 
Mstep: Class 29 contains 10159 members 
Mstep: Class 30 contains 25586 members 
Mstep: Class 31 contains 8735 members 
Mstep: Class 32 contains 5228 members 
Mstep: Class 33 contains 8907 members 
Mstep: Class 34 contains 3565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700976.000000 Penalty: 120826.726562
Iteration 231Q: 35 clusters Score -1.57701e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134632 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230349 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29818 members 
Mstep: Class 6 contains 310167 members 
Mstep: Class 7 contains 97684 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 21161 members 
Mstep: Class 10 contains 8246 members 
Mstep: Class 11 contains 225203 members 
Mstep: Class 12 contains 65388 members 
Mstep: Class 13 contains 21623 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220723 members 
Mstep: Class 16 contains 8316 members 
Mstep: Class 17 contains 9213 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 5156 members 
Mstep: Class 21 contains 7961 members 
Mstep: Class 22 contains 102727 members 
Mstep: Class 23 contains 5397 members 
Mstep: Class 24 contains 13782 members 
Mstep: Class 25 contains 5836 members 
Mstep: Class 26 contains 18342 members 
Mstep: Class 27 contains 11455 members 
Mstep: Class 28 contains 10082 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 25587 members 
Mstep: Class 31 contains 8736 members 
Mstep: Class 32 contains 5247 members 
Mstep: Class 33 contains 8915 members 
Mstep: Class 34 contains 3565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701024.000000 Penalty: 120826.726562
Iteration 232Q: 35 clusters Score -1.57701e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134626 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230349 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29819 members 
Mstep: Class 6 contains 310164 members 
Mstep: Class 7 contains 97683 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 21120 members 
Mstep: Class 10 contains 8249 members 
Mstep: Class 11 contains 225199 members 
Mstep: Class 12 contains 65388 members 
Mstep: Class 13 contains 21624 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220721 members 
Mstep: Class 16 contains 8317 members 
Mstep: Class 17 contains 9214 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 5161 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 102726 members 
Mstep: Class 23 contains 5404 members 
Mstep: Class 24 contains 13781 members 
Mstep: Class 25 contains 5836 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11457 members 
Mstep: Class 28 contains 10083 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 25591 members 
Mstep: Class 31 contains 8737 members 
Mstep: Class 32 contains 5269 members 
Mstep: Class 33 contains 8919 members 
Mstep: Class 34 contains 3566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701072.000000 Penalty: 120826.726562
Iteration 233Q: 35 clusters Score -1.577011e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134622 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230346 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29818 members 
Mstep: Class 6 contains 310159 members 
Mstep: Class 7 contains 97680 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 21093 members 
Mstep: Class 10 contains 8254 members 
Mstep: Class 11 contains 225201 members 
Mstep: Class 12 contains 65386 members 
Mstep: Class 13 contains 21624 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220722 members 
Mstep: Class 16 contains 8320 members 
Mstep: Class 17 contains 9216 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 5161 members 
Mstep: Class 21 contains 7976 members 
Mstep: Class 22 contains 102725 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 13781 members 
Mstep: Class 25 contains 5839 members 
Mstep: Class 26 contains 18341 members 
Mstep: Class 27 contains 11456 members 
Mstep: Class 28 contains 10084 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 25594 members 
Mstep: Class 31 contains 8738 members 
Mstep: Class 32 contains 5287 members 
Mstep: Class 33 contains 8917 members 
Mstep: Class 34 contains 3566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701072.000000 Penalty: 120826.726562
Iteration 234Q: 35 clusters Score -1.577011e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134620 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230343 members 
Mstep: Class 4 contains 12647 members 
Mstep: Class 5 contains 29818 members 
Mstep: Class 6 contains 310150 members 
Mstep: Class 7 contains 97681 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 21056 members 
Mstep: Class 10 contains 8259 members 
Mstep: Class 11 contains 225203 members 
Mstep: Class 12 contains 65386 members 
Mstep: Class 13 contains 21629 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220726 members 
Mstep: Class 16 contains 8326 members 
Mstep: Class 17 contains 9217 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 5162 members 
Mstep: Class 21 contains 7986 members 
Mstep: Class 22 contains 102725 members 
Mstep: Class 23 contains 5410 members 
Mstep: Class 24 contains 13781 members 
Mstep: Class 25 contains 5840 members 
Mstep: Class 26 contains 18341 members 
Mstep: Class 27 contains 11459 members 
Mstep: Class 28 contains 10083 members 
Mstep: Class 29 contains 10159 members 
Mstep: Class 30 contains 25595 members 
Mstep: Class 31 contains 8737 members 
Mstep: Class 32 contains 5295 members 
Mstep: Class 33 contains 8920 members 
Mstep: Class 34 contains 3567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701056.000000 Penalty: 120826.726562
Iteration 235Q: 35 clusters Score -1.577011e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134614 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230336 members 
Mstep: Class 4 contains 12649 members 
Mstep: Class 5 contains 29814 members 
Mstep: Class 6 contains 310146 members 
Mstep: Class 7 contains 97681 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 21022 members 
Mstep: Class 10 contains 8267 members 
Mstep: Class 11 contains 225203 members 
Mstep: Class 12 contains 65385 members 
Mstep: Class 13 contains 21630 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220726 members 
Mstep: Class 16 contains 8327 members 
Mstep: Class 17 contains 9216 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 5163 members 
Mstep: Class 21 contains 7999 members 
Mstep: Class 22 contains 102726 members 
Mstep: Class 23 contains 5412 members 
Mstep: Class 24 contains 13784 members 
Mstep: Class 25 contains 5841 members 
Mstep: Class 26 contains 18341 members 
Mstep: Class 27 contains 11461 members 
Mstep: Class 28 contains 10083 members 
Mstep: Class 29 contains 10156 members 
Mstep: Class 30 contains 25598 members 
Mstep: Class 31 contains 8735 members 
Mstep: Class 32 contains 5315 members 
Mstep: Class 33 contains 8924 members 
Mstep: Class 34 contains 3567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701008.000000 Penalty: 120826.726562
Iteration 236Q: 35 clusters Score -1.57701e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134612 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230332 members 
Mstep: Class 4 contains 12649 members 
Mstep: Class 5 contains 29811 members 
Mstep: Class 6 contains 310143 members 
Mstep: Class 7 contains 97682 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 225200 members 
Mstep: Class 12 contains 65385 members 
Mstep: Class 13 contains 21634 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220718 members 
Mstep: Class 16 contains 8328 members 
Mstep: Class 17 contains 9218 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 5164 members 
Mstep: Class 21 contains 8013 members 
Mstep: Class 22 contains 102725 members 
Mstep: Class 23 contains 5415 members 
Mstep: Class 24 contains 13785 members 
Mstep: Class 25 contains 5841 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11463 members 
Mstep: Class 28 contains 10081 members 
Mstep: Class 29 contains 10156 members 
Mstep: Class 30 contains 25601 members 
Mstep: Class 31 contains 8735 members 
Mstep: Class 32 contains 5332 members 
Mstep: Class 33 contains 8927 members 
Mstep: Class 34 contains 3567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700992.000000 Penalty: 120826.726562
Iteration 237Q: 35 clusters Score -1.57701e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134608 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230332 members 
Mstep: Class 4 contains 12649 members 
Mstep: Class 5 contains 29809 members 
Mstep: Class 6 contains 310145 members 
Mstep: Class 7 contains 97682 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 20968 members 
Mstep: Class 10 contains 8271 members 
Mstep: Class 11 contains 225202 members 
Mstep: Class 12 contains 65385 members 
Mstep: Class 13 contains 21634 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 220707 members 
Mstep: Class 16 contains 8327 members 
Mstep: Class 17 contains 9217 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 5164 members 
Mstep: Class 21 contains 8021 members 
Mstep: Class 22 contains 102723 members 
Mstep: Class 23 contains 5418 members 
Mstep: Class 24 contains 13784 members 
Mstep: Class 25 contains 5842 members 
Mstep: Class 26 contains 18343 members 
Mstep: Class 27 contains 11468 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 10156 members 
Mstep: Class 30 contains 25604 members 
Mstep: Class 31 contains 8734 members 
Mstep: Class 32 contains 5358 members 
Mstep: Class 33 contains 8925 members 
Mstep: Class 34 contains 3567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701152.000000 Penalty: 120826.726562
Iteration 238Q: 35 clusters Score -1.577012e+08 nChanged 133
Entering ConstructFrom: 
Score: -157701152.000000 Penalty: 120826.726562
Entering ConstructFrom: 
Trying to split cluster 1 (134601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134601 members 
Entering Unmasked Estep 
Score: -13043192.000000 Penalty: 2928.897461
	Iteration 0F: 2 clusters Score -1.304319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 67276 members 
Entering Unmasked Estep 
Score: -12952835.000000 Penalty: 5857.794922
	Iteration 0F: 3 clusters Score -1.295284e+07 nChanged 64348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67271 members 
Mstep: Class 2 contains 67330 members 
Entering Unmasked Estep 
Score: -12990430.000000 Penalty: 5857.794922
	Iteration 1F: 3 clusters Score -1.299043e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 66977 members 
Entering Unmasked Estep 
Score: -12991457.000000 Penalty: 5857.794922
	Iteration 2Q: 3 clusters Score -1.299146e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -12992674.000000 Penalty: 5857.794922
	Iteration 3Q: 3 clusters Score -1.299267e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69448 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
Score: -12994387.000000 Penalty: 5857.794922
	Iteration 4Q: 3 clusters Score -1.299439e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71094 members 
Mstep: Class 2 contains 63507 members 
Entering Unmasked Estep 
Score: -12996710.000000 Penalty: 5857.794922
	Iteration 5Q: 3 clusters Score -1.299671e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -12999887.000000 Penalty: 5857.794922
	Iteration 6Q: 3 clusters Score -1.299989e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77337 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -13003930.000000 Penalty: 5857.794922
	Iteration 7F: 3 clusters Score -1.300393e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -13009088.000000 Penalty: 5857.794922
	Iteration 8F: 3 clusters Score -1.300909e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86629 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -13014803.000000 Penalty: 5857.794922
	Iteration 9F: 3 clusters Score -1.30148e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91103 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -13019900.000000 Penalty: 5857.794922
	Iteration 10F: 3 clusters Score -1.30199e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95033 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -13023259.000000 Penalty: 5857.794922
	Iteration 11Q: 3 clusters Score -1.302326e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98510 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -13025356.000000 Penalty: 5857.794922
	Iteration 12Q: 3 clusters Score -1.302536e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -13026923.000000 Penalty: 5857.794922
	Iteration 13Q: 3 clusters Score -1.302692e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105010 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -13028354.000000 Penalty: 5857.794922
	Iteration 14Q: 3 clusters Score -1.302835e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108119 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -13029815.000000 Penalty: 5857.794922
	Iteration 15Q: 3 clusters Score -1.302982e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111249 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -13031419.000000 Penalty: 5857.794922
	Iteration 16Q: 3 clusters Score -1.303142e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114235 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -13032926.000000 Penalty: 5857.794922
	Iteration 17Q: 3 clusters Score -1.303293e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117120 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -13034580.000000 Penalty: 5857.794922
	Iteration 18Q: 3 clusters Score -1.303458e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119780 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -13036242.000000 Penalty: 5857.794922
	Iteration 19Q: 3 clusters Score -1.303624e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122214 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -13037932.000000 Penalty: 5857.794922
	Iteration 20F: 3 clusters Score -1.303793e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124325 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -13039492.000000 Penalty: 5857.794922
	Iteration 21Q: 3 clusters Score -1.303949e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126039 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -13040875.000000 Penalty: 5857.794922
	Iteration 22Q: 3 clusters Score -1.304088e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127286 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -13041846.000000 Penalty: 5857.794922
	Iteration 23Q: 3 clusters Score -1.304185e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128170 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -13042597.000000 Penalty: 5857.794922
	Iteration 24Q: 3 clusters Score -1.30426e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128771 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -13043033.000000 Penalty: 5857.794922
	Iteration 25Q: 3 clusters Score -1.304303e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129159 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -13043325.000000 Penalty: 5857.794922
	Iteration 26Q: 3 clusters Score -1.304332e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129447 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -13043436.000000 Penalty: 5857.794922
	Iteration 27Q: 3 clusters Score -1.304344e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129636 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -13043501.000000 Penalty: 5857.794922
	Iteration 28Q: 3 clusters Score -1.30435e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129759 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -13043590.000000 Penalty: 5857.794922
	Iteration 29Q: 3 clusters Score -1.304359e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129857 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -13043590.000000 Penalty: 5857.794922
	Iteration 30Q: 3 clusters Score -1.304359e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129928 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -13043606.000000 Penalty: 5857.794922
	Iteration 31Q: 3 clusters Score -1.304361e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129988 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -13043628.000000 Penalty: 5857.794922
	Iteration 32Q: 3 clusters Score -1.304363e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130037 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -13043601.000000 Penalty: 5857.794922
	Iteration 33Q: 3 clusters Score -1.30436e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130072 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -13043621.000000 Penalty: 5857.794922
	Iteration 34Q: 3 clusters Score -1.304362e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130096 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -13043602.000000 Penalty: 5857.794922
	Iteration 35Q: 3 clusters Score -1.30436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130108 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -13043606.000000 Penalty: 5857.794922
	Iteration 36Q: 3 clusters Score -1.304361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130123 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -13043617.000000 Penalty: 5857.794922
	Iteration 37Q: 3 clusters Score -1.304362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130136 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -13043600.000000 Penalty: 5857.794922
	Iteration 38Q: 3 clusters Score -1.30436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130144 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -13043620.000000 Penalty: 5857.794922
	Iteration 39Q: 3 clusters Score -1.304362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130156 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -13043634.000000 Penalty: 5857.794922
	Iteration 40F: 3 clusters Score -1.304363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130166 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -13043623.000000 Penalty: 5857.794922
	Iteration 41Q: 3 clusters Score -1.304362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130171 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -13043629.000000 Penalty: 5857.794922
	Iteration 42Q: 3 clusters Score -1.304363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130176 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -13043623.000000 Penalty: 5857.794922
	Iteration 43Q: 3 clusters Score -1.304362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130183 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -13043627.000000 Penalty: 5857.794922
	Iteration 44Q: 3 clusters Score -1.304363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130186 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -13043630.000000 Penalty: 5857.794922
	Iteration 45Q: 3 clusters Score -1.304363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130188 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -13043630.000000 Penalty: 5857.794922
	Iteration 46Q: 3 clusters Score -1.304363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130193 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -13043631.000000 Penalty: 5857.794922
	Iteration 47Q: 3 clusters Score -1.304363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130199 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -13043635.000000 Penalty: 5857.794922
	Iteration 48Q: 3 clusters Score -1.304364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130206 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -13043642.000000 Penalty: 5857.794922
	Iteration 49Q: 3 clusters Score -1.304364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130212 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -13043646.000000 Penalty: 5857.794922
	Iteration 50Q: 3 clusters Score -1.304365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130215 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -13043640.000000 Penalty: 5857.794922
	Iteration 51Q: 3 clusters Score -1.304364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130221 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -13043628.000000 Penalty: 5857.794922
	Iteration 52Q: 3 clusters Score -1.304363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130227 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -13043630.000000 Penalty: 5857.794922
	Iteration 53Q: 3 clusters Score -1.304363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130233 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -13043639.000000 Penalty: 5857.794922
	Iteration 54Q: 3 clusters Score -1.304364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130237 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -13043632.000000 Penalty: 5857.794922
	Iteration 55Q: 3 clusters Score -1.304363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130238 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -13043633.000000 Penalty: 5857.794922
	Iteration 56Q: 3 clusters Score -1.304363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130239 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -13043633.000000 Penalty: 5857.794922
	Iteration 57Q: 3 clusters Score -1.304363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130240 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -13043640.000000 Penalty: 5857.794922
	Iteration 58Q: 3 clusters Score -1.304364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130240 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -13043640.000000 Penalty: 5857.794922
	Iteration 59F: 3 clusters Score -1.304364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 130240 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230334 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29805 members 
Mstep: Class 6 contains 310143 members 
Mstep: Class 7 contains 97686 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 20930 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 225198 members 
Mstep: Class 12 contains 65386 members 
Mstep: Class 13 contains 21634 members 
Mstep: Class 14 contains 8630 members 
Mstep: Class 15 contains 220702 members 
Mstep: Class 16 contains 8326 members 
Mstep: Class 17 contains 9217 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 5163 members 
Mstep: Class 21 contains 8041 members 
Mstep: Class 22 contains 102723 members 
Mstep: Class 23 contains 5421 members 
Mstep: Class 24 contains 13784 members 
Mstep: Class 25 contains 5842 members 
Mstep: Class 26 contains 18343 members 
Mstep: Class 27 contains 11470 members 
Mstep: Class 28 contains 10072 members 
Mstep: Class 29 contains 10155 members 
Mstep: Class 30 contains 25604 members 
Mstep: Class 31 contains 8732 members 
Mstep: Class 32 contains 5385 members 
Mstep: Class 33 contains 8933 members 
Mstep: Class 34 contains 3567 members 
Mstep: Class 35 contains 4361 members 
Entering Unmasked Estep 
Score: -157700704.000000 Penalty: 124380.453125
Splitting cluster 1 changes total score from -157701152.000000 to -157700704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (10315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Entering Unmasked Estep 
Score: -1017268.125000 Penalty: 2291.855713
	Iteration 0F: 2 clusters Score -1017268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1009384.312500 Penalty: 4583.711426
	Iteration 0F: 3 clusters Score -1009384 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1011664.812500 Penalty: 4583.711426
	Iteration 1F: 3 clusters Score -1011665 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1011967.875000 Penalty: 4583.711426
	Iteration 2F: 3 clusters Score -1011968 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1012230.812500 Penalty: 4583.711426
	Iteration 3F: 3 clusters Score -1012231 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1012443.187500 Penalty: 4583.711426
	Iteration 4Q: 3 clusters Score -1012443 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1012654.437500 Penalty: 4583.711426
	Iteration 5Q: 3 clusters Score -1012654 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1012911.750000 Penalty: 4583.711426
	Iteration 6Q: 3 clusters Score -1012912 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1013206.250000 Penalty: 4583.711426
	Iteration 7Q: 3 clusters Score -1013206 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1013501.062500 Penalty: 4583.711426
	Iteration 8Q: 3 clusters Score -1013501 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1013794.437500 Penalty: 4583.711426
	Iteration 9Q: 3 clusters Score -1013794 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1014129.687500 Penalty: 4583.711426
	Iteration 10Q: 3 clusters Score -1014130 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1014421.562500 Penalty: 4583.711426
	Iteration 11Q: 3 clusters Score -1014422 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1014653.187500 Penalty: 4583.711426
	Iteration 12Q: 3 clusters Score -1014653 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1014834.375000 Penalty: 4583.711426
	Iteration 13Q: 3 clusters Score -1014834 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1014965.500000 Penalty: 4583.711426
	Iteration 14Q: 3 clusters Score -1014966 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1015043.625000 Penalty: 4583.711426
	Iteration 15Q: 3 clusters Score -1015044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1015092.187500 Penalty: 4583.711426
	Iteration 16Q: 3 clusters Score -1015092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1015136.312500 Penalty: 4583.711426
	Iteration 17Q: 3 clusters Score -1015136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1015159.687500 Penalty: 4583.711426
	Iteration 18Q: 3 clusters Score -1015160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1015176.875000 Penalty: 4583.711426
	Iteration 19Q: 3 clusters Score -1015177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1015195.187500 Penalty: 4583.711426
	Iteration 20F: 3 clusters Score -1015195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1015209.062500 Penalty: 4583.711426
	Iteration 21Q: 3 clusters Score -1015209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1015217.250000 Penalty: 4583.711426
	Iteration 22Q: 3 clusters Score -1015217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1015228.937500 Penalty: 4583.711426
	Iteration 23Q: 3 clusters Score -1015229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1015239.437500 Penalty: 4583.711426
	Iteration 24Q: 3 clusters Score -1015239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1015252.375000 Penalty: 4583.711426
	Iteration 25Q: 3 clusters Score -1015252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1015259.750000 Penalty: 4583.711426
	Iteration 26Q: 3 clusters Score -1015260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1015266.687500 Penalty: 4583.711426
	Iteration 27Q: 3 clusters Score -1015267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1015271.437500 Penalty: 4583.711426
	Iteration 28Q: 3 clusters Score -1015271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1015273.187500 Penalty: 4583.711426
	Iteration 29Q: 3 clusters Score -1015273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1015278.750000 Penalty: 4583.711426
	Iteration 30Q: 3 clusters Score -1015279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1015282.187500 Penalty: 4583.711426
	Iteration 31Q: 3 clusters Score -1015282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1015283.125000 Penalty: 4583.711426
	Iteration 32Q: 3 clusters Score -1015283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1015283.375000 Penalty: 4583.711426
	Iteration 33Q: 3 clusters Score -1015283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1015285.937500 Penalty: 4583.711426
	Iteration 34Q: 3 clusters Score -1015286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1015289.062500 Penalty: 4583.711426
	Iteration 35Q: 3 clusters Score -1015289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1015292.062500 Penalty: 4583.711426
	Iteration 36Q: 3 clusters Score -1015292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1015292.812500 Penalty: 4583.711426
	Iteration 37Q: 3 clusters Score -1015293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1015295.687500 Penalty: 4583.711426
	Iteration 38Q: 3 clusters Score -1015296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1015297.562500 Penalty: 4583.711426
	Iteration 39Q: 3 clusters Score -1015298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1015297.562500 Penalty: 4583.711426
	Iteration 40F: 3 clusters Score -1015298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (230334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230334 members 
Entering Unmasked Estep 
Score: -22655986.000000 Penalty: 3062.126709
	Iteration 0F: 2 clusters Score -2.265599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115406 members 
Mstep: Class 2 contains 114928 members 
Entering Unmasked Estep 
Score: -22501718.000000 Penalty: 6124.253418
	Iteration 0F: 3 clusters Score -2.250172e+07 nChanged 111294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118012 members 
Mstep: Class 2 contains 112322 members 
Entering Unmasked Estep 
Score: -22566678.000000 Penalty: 6124.253418
	Iteration 1F: 3 clusters Score -2.256668e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119725 members 
Mstep: Class 2 contains 110609 members 
Entering Unmasked Estep 
Score: -22568088.000000 Penalty: 6124.253418
	Iteration 2Q: 3 clusters Score -2.256809e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122207 members 
Mstep: Class 2 contains 108127 members 
Entering Unmasked Estep 
Score: -22570250.000000 Penalty: 6124.253418
	Iteration 3Q: 3 clusters Score -2.257025e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125885 members 
Mstep: Class 2 contains 104449 members 
Entering Unmasked Estep 
Score: -22573068.000000 Penalty: 6124.253418
	Iteration 4Q: 3 clusters Score -2.257307e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131143 members 
Mstep: Class 2 contains 99191 members 
Entering Unmasked Estep 
Score: -22577112.000000 Penalty: 6124.253418
	Iteration 5Q: 3 clusters Score -2.257711e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138480 members 
Mstep: Class 2 contains 91854 members 
Entering Unmasked Estep 
Score: -22583022.000000 Penalty: 6124.253418
	Iteration 6Q: 3 clusters Score -2.258302e+07 nChanged 13021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148233 members 
Mstep: Class 2 contains 82101 members 
Entering Unmasked Estep 
Score: -22591256.000000 Penalty: 6124.253418
	Iteration 7F: 3 clusters Score -2.259126e+07 nChanged 14238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160405 members 
Mstep: Class 2 contains 69929 members 
Entering Unmasked Estep 
Score: -22601086.000000 Penalty: 6124.253418
	Iteration 8F: 3 clusters Score -2.260109e+07 nChanged 14673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174144 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -22611884.000000 Penalty: 6124.253418
	Iteration 9F: 3 clusters Score -2.261188e+07 nChanged 14458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188348 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -22622552.000000 Penalty: 6124.253418
	Iteration 10F: 3 clusters Score -2.262255e+07 nChanged 12904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201210 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -22632552.000000 Penalty: 6124.253418
	Iteration 11F: 3 clusters Score -2.263255e+07 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211560 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -22640476.000000 Penalty: 6124.253418
	Iteration 12Q: 3 clusters Score -2.264048e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218908 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -22645956.000000 Penalty: 6124.253418
	Iteration 13Q: 3 clusters Score -2.264596e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223559 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -22649166.000000 Penalty: 6124.253418
	Iteration 14Q: 3 clusters Score -2.264917e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226275 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -22650906.000000 Penalty: 6124.253418
	Iteration 15Q: 3 clusters Score -2.265091e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227769 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -22651892.000000 Penalty: 6124.253418
	Iteration 16Q: 3 clusters Score -2.265189e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228546 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -22652404.000000 Penalty: 6124.253418
	Iteration 17Q: 3 clusters Score -2.26524e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228981 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -22652720.000000 Penalty: 6124.253418
	Iteration 18Q: 3 clusters Score -2.265272e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229238 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -22652900.000000 Penalty: 6124.253418
	Iteration 19Q: 3 clusters Score -2.26529e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229388 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -22653026.000000 Penalty: 6124.253418
	Iteration 20F: 3 clusters Score -2.265303e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229488 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -22653122.000000 Penalty: 6124.253418
	Iteration 21Q: 3 clusters Score -2.265312e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229566 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -22653166.000000 Penalty: 6124.253418
	Iteration 22Q: 3 clusters Score -2.265317e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229617 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -22653196.000000 Penalty: 6124.253418
	Iteration 23Q: 3 clusters Score -2.26532e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229647 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -22653206.000000 Penalty: 6124.253418
	Iteration 24Q: 3 clusters Score -2.265321e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229661 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -22653256.000000 Penalty: 6124.253418
	Iteration 25Q: 3 clusters Score -2.265326e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229672 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -22653264.000000 Penalty: 6124.253418
	Iteration 26Q: 3 clusters Score -2.265326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229681 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -22653286.000000 Penalty: 6124.253418
	Iteration 27Q: 3 clusters Score -2.265329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229689 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -22653288.000000 Penalty: 6124.253418
	Iteration 28Q: 3 clusters Score -2.265329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229698 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -22653298.000000 Penalty: 6124.253418
	Iteration 29Q: 3 clusters Score -2.26533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229701 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -22653286.000000 Penalty: 6124.253418
	Iteration 30Q: 3 clusters Score -2.265329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229706 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22653306.000000 Penalty: 6124.253418
	Iteration 31Q: 3 clusters Score -2.265331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229710 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -22653288.000000 Penalty: 6124.253418
	Iteration 32Q: 3 clusters Score -2.265329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229718 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -22653322.000000 Penalty: 6124.253418
	Iteration 33Q: 3 clusters Score -2.265332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229724 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -22653318.000000 Penalty: 6124.253418
	Iteration 34Q: 3 clusters Score -2.265332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229731 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -22653338.000000 Penalty: 6124.253418
	Iteration 35Q: 3 clusters Score -2.265334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229732 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -22653350.000000 Penalty: 6124.253418
	Iteration 36Q: 3 clusters Score -2.265335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229733 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -22653356.000000 Penalty: 6124.253418
	Iteration 37Q: 3 clusters Score -2.265336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229733 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -22653356.000000 Penalty: 6124.253418
	Iteration 38F: 3 clusters Score -2.265336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Entering Unmasked Estep 
Score: -1194471.500000 Penalty: 2342.481934
	Iteration 0F: 2 clusters Score -1194472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1185084.250000 Penalty: 4684.963867
	Iteration 0F: 3 clusters Score -1185084 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1187997.125000 Penalty: 4684.963867
	Iteration 1F: 3 clusters Score -1187997 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1188453.875000 Penalty: 4684.963867
	Iteration 2F: 3 clusters Score -1188454 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1189084.000000 Penalty: 4684.963867
	Iteration 3F: 3 clusters Score -1189084 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1189889.375000 Penalty: 4684.963867
	Iteration 4F: 3 clusters Score -1189889 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1190759.750000 Penalty: 4684.963867
	Iteration 5F: 3 clusters Score -1190760 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1191677.625000 Penalty: 4684.963867
	Iteration 6F: 3 clusters Score -1191678 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1192374.875000 Penalty: 4684.963867
	Iteration 7F: 3 clusters Score -1192375 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1192839.625000 Penalty: 4684.963867
	Iteration 8F: 3 clusters Score -1192840 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1193135.500000 Penalty: 4684.963867
	Iteration 9Q: 3 clusters Score -1193136 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1193335.250000 Penalty: 4684.963867
	Iteration 10Q: 3 clusters Score -1193335 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1193475.750000 Penalty: 4684.963867
	Iteration 11Q: 3 clusters Score -1193476 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1193578.750000 Penalty: 4684.963867
	Iteration 12Q: 3 clusters Score -1193579 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1193645.875000 Penalty: 4684.963867
	Iteration 13Q: 3 clusters Score -1193646 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1193684.375000 Penalty: 4684.963867
	Iteration 14Q: 3 clusters Score -1193684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1193711.625000 Penalty: 4684.963867
	Iteration 15Q: 3 clusters Score -1193712 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1193725.500000 Penalty: 4684.963867
	Iteration 16Q: 3 clusters Score -1193726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1193744.125000 Penalty: 4684.963867
	Iteration 17Q: 3 clusters Score -1193744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1193761.000000 Penalty: 4684.963867
	Iteration 18Q: 3 clusters Score -1193761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1193771.375000 Penalty: 4684.963867
	Iteration 19Q: 3 clusters Score -1193771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1193788.625000 Penalty: 4684.963867
	Iteration 20F: 3 clusters Score -1193789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1193801.875000 Penalty: 4684.963867
	Iteration 21Q: 3 clusters Score -1193802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1193808.750000 Penalty: 4684.963867
	Iteration 22Q: 3 clusters Score -1193809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1193818.625000 Penalty: 4684.963867
	Iteration 23Q: 3 clusters Score -1193819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1193833.500000 Penalty: 4684.963867
	Iteration 24Q: 3 clusters Score -1193834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1193838.875000 Penalty: 4684.963867
	Iteration 25Q: 3 clusters Score -1193839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1193844.125000 Penalty: 4684.963867
	Iteration 26Q: 3 clusters Score -1193844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1193845.500000 Penalty: 4684.963867
	Iteration 27Q: 3 clusters Score -1193846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1193847.750000 Penalty: 4684.963867
	Iteration 28Q: 3 clusters Score -1193848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1193852.750000 Penalty: 4684.963867
	Iteration 29Q: 3 clusters Score -1193853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1193858.625000 Penalty: 4684.963867
	Iteration 30Q: 3 clusters Score -1193859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1193859.875000 Penalty: 4684.963867
	Iteration 31Q: 3 clusters Score -1193860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1193861.750000 Penalty: 4684.963867
	Iteration 32Q: 3 clusters Score -1193862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1193869.875000 Penalty: 4684.963867
	Iteration 33Q: 3 clusters Score -1193870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1193874.250000 Penalty: 4684.963867
	Iteration 34Q: 3 clusters Score -1193874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1193876.875000 Penalty: 4684.963867
	Iteration 35Q: 3 clusters Score -1193877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1193878.625000 Penalty: 4684.963867
	Iteration 36Q: 3 clusters Score -1193879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1193880.250000 Penalty: 4684.963867
	Iteration 37Q: 3 clusters Score -1193880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1193881.250000 Penalty: 4684.963867
	Iteration 38Q: 3 clusters Score -1193881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1193881.250000 Penalty: 4684.963867
	Iteration 39F: 3 clusters Score -1193881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Entering Unmasked Estep 
Score: -2656990.000000 Penalty: 2555.002930
	Iteration 0F: 2 clusters Score -2656990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2636655.750000 Penalty: 5110.005859
	Iteration 0F: 3 clusters Score -2636656 nChanged 13411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2644217.500000 Penalty: 5110.005859
	Iteration 1F: 3 clusters Score -2644218 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2645160.500000 Penalty: 5110.005859
	Iteration 2F: 3 clusters Score -2645160 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2646267.500000 Penalty: 5110.005859
	Iteration 3F: 3 clusters Score -2646268 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2647531.000000 Penalty: 5110.005859
	Iteration 4F: 3 clusters Score -2647531 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2648775.750000 Penalty: 5110.005859
	Iteration 5F: 3 clusters Score -2648776 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2649932.250000 Penalty: 5110.005859
	Iteration 6F: 3 clusters Score -2649932 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2651062.750000 Penalty: 5110.005859
	Iteration 7F: 3 clusters Score -2651063 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2652086.500000 Penalty: 5110.005859
	Iteration 8Q: 3 clusters Score -2652086 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2652971.000000 Penalty: 5110.005859
	Iteration 9Q: 3 clusters Score -2652971 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2653695.500000 Penalty: 5110.005859
	Iteration 10Q: 3 clusters Score -2653696 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2654265.000000 Penalty: 5110.005859
	Iteration 11Q: 3 clusters Score -2654265 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2654669.000000 Penalty: 5110.005859
	Iteration 12Q: 3 clusters Score -2654669 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2654963.750000 Penalty: 5110.005859
	Iteration 13Q: 3 clusters Score -2654964 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -2655209.250000 Penalty: 5110.005859
	Iteration 14Q: 3 clusters Score -2655209 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2655374.250000 Penalty: 5110.005859
	Iteration 15Q: 3 clusters Score -2655374 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -2655480.000000 Penalty: 5110.005859
	Iteration 16Q: 3 clusters Score -2655480 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -2655591.000000 Penalty: 5110.005859
	Iteration 17Q: 3 clusters Score -2655591 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -2655676.000000 Penalty: 5110.005859
	Iteration 18Q: 3 clusters Score -2655676 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -2655734.500000 Penalty: 5110.005859
	Iteration 19Q: 3 clusters Score -2655734 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -2655786.750000 Penalty: 5110.005859
	Iteration 20F: 3 clusters Score -2655787 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -2655842.250000 Penalty: 5110.005859
	Iteration 21Q: 3 clusters Score -2655842 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -2655876.750000 Penalty: 5110.005859
	Iteration 22Q: 3 clusters Score -2655877 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -2655930.250000 Penalty: 5110.005859
	Iteration 23Q: 3 clusters Score -2655930 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -2655963.250000 Penalty: 5110.005859
	Iteration 24Q: 3 clusters Score -2655963 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -2655989.750000 Penalty: 5110.005859
	Iteration 25Q: 3 clusters Score -2655990 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -2656030.250000 Penalty: 5110.005859
	Iteration 26Q: 3 clusters Score -2656030 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -2656069.750000 Penalty: 5110.005859
	Iteration 27Q: 3 clusters Score -2656070 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -2656110.750000 Penalty: 5110.005859
	Iteration 28Q: 3 clusters Score -2656111 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -2656137.750000 Penalty: 5110.005859
	Iteration 29Q: 3 clusters Score -2656138 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -2656157.000000 Penalty: 5110.005859
	Iteration 30Q: 3 clusters Score -2656157 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -2656179.250000 Penalty: 5110.005859
	Iteration 31Q: 3 clusters Score -2656179 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -2656199.500000 Penalty: 5110.005859
	Iteration 32Q: 3 clusters Score -2656200 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -2656197.250000 Penalty: 5110.005859
	Iteration 33Q: 3 clusters Score -2656197 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -2656206.000000 Penalty: 5110.005859
	Iteration 34Q: 3 clusters Score -2656206 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -2656227.750000 Penalty: 5110.005859
	Iteration 35Q: 3 clusters Score -2656228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -2656239.000000 Penalty: 5110.005859
	Iteration 36Q: 3 clusters Score -2656239 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -2656254.250000 Penalty: 5110.005859
	Iteration 37Q: 3 clusters Score -2656254 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -2656257.750000 Penalty: 5110.005859
	Iteration 38Q: 3 clusters Score -2656258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -2656263.500000 Penalty: 5110.005859
	Iteration 39Q: 3 clusters Score -2656264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -2656279.500000 Penalty: 5110.005859
	Iteration 40F: 3 clusters Score -2656280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -2656284.250000 Penalty: 5110.005859
	Iteration 41Q: 3 clusters Score -2656284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -2656285.750000 Penalty: 5110.005859
	Iteration 42Q: 3 clusters Score -2656286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -2656298.500000 Penalty: 5110.005859
	Iteration 43Q: 3 clusters Score -2656298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -2656296.500000 Penalty: 5110.005859
	Iteration 44Q: 3 clusters Score -2656296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -2656296.750000 Penalty: 5110.005859
	Iteration 45Q: 3 clusters Score -2656297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -2656297.500000 Penalty: 5110.005859
	Iteration 46Q: 3 clusters Score -2656298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -2656300.500000 Penalty: 5110.005859
	Iteration 47Q: 3 clusters Score -2656300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -2656302.250000 Penalty: 5110.005859
	Iteration 48Q: 3 clusters Score -2656302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -2656302.250000 Penalty: 5110.005859
	Iteration 49Q: 3 clusters Score -2656302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -2656304.250000 Penalty: 5110.005859
	Iteration 50Q: 3 clusters Score -2656304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -2656303.250000 Penalty: 5110.005859
	Iteration 51Q: 3 clusters Score -2656303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -2656302.250000 Penalty: 5110.005859
	Iteration 52Q: 3 clusters Score -2656302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -2656302.500000 Penalty: 5110.005859
	Iteration 53Q: 3 clusters Score -2656302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -2656305.250000 Penalty: 5110.005859
	Iteration 54Q: 3 clusters Score -2656305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -2656305.000000 Penalty: 5110.005859
	Iteration 55Q: 3 clusters Score -2656305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -2656300.500000 Penalty: 5110.005859
	Iteration 56Q: 3 clusters Score -2656300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -2656301.000000 Penalty: 5110.005859
	Iteration 57Q: 3 clusters Score -2656301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -2656301.000000 Penalty: 5110.005859
	Iteration 58F: 3 clusters Score -2656301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (310143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310143 members 
Entering Unmasked Estep 
Score: -30356154.000000 Penalty: 3135.907715
	Iteration 0F: 2 clusters Score -3.035615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155160 members 
Mstep: Class 2 contains 154983 members 
Entering Unmasked Estep 
Score: -30158672.000000 Penalty: 6271.815430
	Iteration 0F: 3 clusters Score -3.015867e+07 nChanged 150065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154265 members 
Mstep: Class 2 contains 155878 members 
Entering Unmasked Estep 
Score: -30248354.000000 Penalty: 6271.815430
	Iteration 1F: 3 clusters Score -3.024835e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152327 members 
Mstep: Class 2 contains 157816 members 
Entering Unmasked Estep 
Score: -30250524.000000 Penalty: 6271.815430
	Iteration 2Q: 3 clusters Score -3.025052e+07 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148797 members 
Mstep: Class 2 contains 161346 members 
Entering Unmasked Estep 
Score: -30254068.000000 Penalty: 6271.815430
	Iteration 3Q: 3 clusters Score -3.025407e+07 nChanged 14637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142986 members 
Mstep: Class 2 contains 167157 members 
Entering Unmasked Estep 
Score: -30260510.000000 Penalty: 6271.815430
	Iteration 4Q: 3 clusters Score -3.026051e+07 nChanged 18334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134328 members 
Mstep: Class 2 contains 175815 members 
Entering Unmasked Estep 
Score: -30269790.000000 Penalty: 6271.815430
	Iteration 5F: 3 clusters Score -3.026979e+07 nChanged 21150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 186779 members 
Entering Unmasked Estep 
Score: -30280770.000000 Penalty: 6271.815430
	Iteration 6F: 3 clusters Score -3.028077e+07 nChanged 21902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110914 members 
Mstep: Class 2 contains 199229 members 
Entering Unmasked Estep 
Score: -30291718.000000 Penalty: 6271.815430
	Iteration 7F: 3 clusters Score -3.029172e+07 nChanged 19236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98856 members 
Mstep: Class 2 contains 211287 members 
Entering Unmasked Estep 
Score: -30299700.000000 Penalty: 6271.815430
	Iteration 8F: 3 clusters Score -3.02997e+07 nChanged 15338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87622 members 
Mstep: Class 2 contains 222521 members 
Entering Unmasked Estep 
Score: -30305160.000000 Penalty: 6271.815430
	Iteration 9Q: 3 clusters Score -3.030516e+07 nChanged 12440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 233375 members 
Entering Unmasked Estep 
Score: -30309446.000000 Penalty: 6271.815430
	Iteration 10Q: 3 clusters Score -3.030945e+07 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 244104 members 
Entering Unmasked Estep 
Score: -30313546.000000 Penalty: 6271.815430
	Iteration 11Q: 3 clusters Score -3.031355e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 254791 members 
Entering Unmasked Estep 
Score: -30317754.000000 Penalty: 6271.815430
	Iteration 12Q: 3 clusters Score -3.031775e+07 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 265434 members 
Entering Unmasked Estep 
Score: -30323080.000000 Penalty: 6271.815430
	Iteration 13Q: 3 clusters Score -3.032308e+07 nChanged 10534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 275968 members 
Entering Unmasked Estep 
Score: -30329020.000000 Penalty: 6271.815430
	Iteration 14Q: 3 clusters Score -3.032902e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 285601 members 
Entering Unmasked Estep 
Score: -30335182.000000 Penalty: 6271.815430
	Iteration 15Q: 3 clusters Score -3.033518e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 293807 members 
Entering Unmasked Estep 
Score: -30340964.000000 Penalty: 6271.815430
	Iteration 16Q: 3 clusters Score -3.034096e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 300211 members 
Entering Unmasked Estep 
Score: -30346036.000000 Penalty: 6271.815430
	Iteration 17Q: 3 clusters Score -3.034604e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 304504 members 
Entering Unmasked Estep 
Score: -30349554.000000 Penalty: 6271.815430
	Iteration 18Q: 3 clusters Score -3.034955e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 306930 members 
Entering Unmasked Estep 
Score: -30351800.000000 Penalty: 6271.815430
	Iteration 19Q: 3 clusters Score -3.03518e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 308044 members 
Entering Unmasked Estep 
Score: -30352856.000000 Penalty: 6271.815430
	Iteration 20F: 3 clusters Score -3.035286e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 308561 members 
Entering Unmasked Estep 
Score: -30353366.000000 Penalty: 6271.815430
	Iteration 21Q: 3 clusters Score -3.035337e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 308791 members 
Entering Unmasked Estep 
Score: -30353564.000000 Penalty: 6271.815430
	Iteration 22Q: 3 clusters Score -3.035356e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 308882 members 
Entering Unmasked Estep 
Score: -30353718.000000 Penalty: 6271.815430
	Iteration 23Q: 3 clusters Score -3.035372e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 308932 members 
Entering Unmasked Estep 
Score: -30353810.000000 Penalty: 6271.815430
	Iteration 24Q: 3 clusters Score -3.035381e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 308944 members 
Entering Unmasked Estep 
Score: -30353890.000000 Penalty: 6271.815430
	Iteration 25Q: 3 clusters Score -3.035389e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 308951 members 
Entering Unmasked Estep 
Score: -30353898.000000 Penalty: 6271.815430
	Iteration 26Q: 3 clusters Score -3.03539e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 308957 members 
Entering Unmasked Estep 
Score: -30353942.000000 Penalty: 6271.815430
	Iteration 27Q: 3 clusters Score -3.035394e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 308956 members 
Entering Unmasked Estep 
Score: -30353960.000000 Penalty: 6271.815430
	Iteration 28Q: 3 clusters Score -3.035396e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 308947 members 
Entering Unmasked Estep 
Score: -30353966.000000 Penalty: 6271.815430
	Iteration 29Q: 3 clusters Score -3.035397e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 308942 members 
Entering Unmasked Estep 
Score: -30354016.000000 Penalty: 6271.815430
	Iteration 30Q: 3 clusters Score -3.035402e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 308943 members 
Entering Unmasked Estep 
Score: -30354038.000000 Penalty: 6271.815430
	Iteration 31Q: 3 clusters Score -3.035404e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 308951 members 
Entering Unmasked Estep 
Score: -30354050.000000 Penalty: 6271.815430
	Iteration 32Q: 3 clusters Score -3.035405e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 308949 members 
Entering Unmasked Estep 
Score: -30354060.000000 Penalty: 6271.815430
	Iteration 33Q: 3 clusters Score -3.035406e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 308939 members 
Entering Unmasked Estep 
Score: -30354044.000000 Penalty: 6271.815430
	Iteration 34Q: 3 clusters Score -3.035404e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 308933 members 
Entering Unmasked Estep 
Score: -30354078.000000 Penalty: 6271.815430
	Iteration 35Q: 3 clusters Score -3.035408e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 308931 members 
Entering Unmasked Estep 
Score: -30354058.000000 Penalty: 6271.815430
	Iteration 36Q: 3 clusters Score -3.035406e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 308922 members 
Entering Unmasked Estep 
Score: -30354072.000000 Penalty: 6271.815430
	Iteration 37Q: 3 clusters Score -3.035407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 308919 members 
Entering Unmasked Estep 
Score: -30354076.000000 Penalty: 6271.815430
	Iteration 38Q: 3 clusters Score -3.035408e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 308907 members 
Entering Unmasked Estep 
Score: -30354084.000000 Penalty: 6271.815430
	Iteration 39Q: 3 clusters Score -3.035408e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 308897 members 
Entering Unmasked Estep 
Score: -30354100.000000 Penalty: 6271.815430
	Iteration 40F: 3 clusters Score -3.03541e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 308887 members 
Entering Unmasked Estep 
Score: -30354114.000000 Penalty: 6271.815430
	Iteration 41Q: 3 clusters Score -3.035411e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 308878 members 
Entering Unmasked Estep 
Score: -30354116.000000 Penalty: 6271.815430
	Iteration 42Q: 3 clusters Score -3.035412e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 308869 members 
Entering Unmasked Estep 
Score: -30354178.000000 Penalty: 6271.815430
	Iteration 43Q: 3 clusters Score -3.035418e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 308857 members 
Entering Unmasked Estep 
Score: -30354176.000000 Penalty: 6271.815430
	Iteration 44Q: 3 clusters Score -3.035418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 308852 members 
Entering Unmasked Estep 
Score: -30354168.000000 Penalty: 6271.815430
	Iteration 45Q: 3 clusters Score -3.035417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 308850 members 
Entering Unmasked Estep 
Score: -30354158.000000 Penalty: 6271.815430
	Iteration 46Q: 3 clusters Score -3.035416e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 308850 members 
Entering Unmasked Estep 
Score: -30354186.000000 Penalty: 6271.815430
	Iteration 47Q: 3 clusters Score -3.035419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 308844 members 
Entering Unmasked Estep 
Score: -30354178.000000 Penalty: 6271.815430
	Iteration 48Q: 3 clusters Score -3.035418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 308835 members 
Entering Unmasked Estep 
Score: -30354184.000000 Penalty: 6271.815430
	Iteration 49Q: 3 clusters Score -3.035418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 308828 members 
Entering Unmasked Estep 
Score: -30354194.000000 Penalty: 6271.815430
	Iteration 50Q: 3 clusters Score -3.035419e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 308824 members 
Entering Unmasked Estep 
Score: -30354216.000000 Penalty: 6271.815430
	Iteration 51Q: 3 clusters Score -3.035422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 308814 members 
Entering Unmasked Estep 
Score: -30354216.000000 Penalty: 6271.815430
	Iteration 52Q: 3 clusters Score -3.035422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 308808 members 
Entering Unmasked Estep 
Score: -30354224.000000 Penalty: 6271.815430
	Iteration 53Q: 3 clusters Score -3.035422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 308800 members 
Entering Unmasked Estep 
Score: -30354248.000000 Penalty: 6271.815430
	Iteration 54Q: 3 clusters Score -3.035425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 308793 members 
Entering Unmasked Estep 
Score: -30354224.000000 Penalty: 6271.815430
	Iteration 55Q: 3 clusters Score -3.035422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 308781 members 
Entering Unmasked Estep 
Score: -30354230.000000 Penalty: 6271.815430
	Iteration 56Q: 3 clusters Score -3.035423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 308778 members 
Entering Unmasked Estep 
Score: -30354242.000000 Penalty: 6271.815430
	Iteration 57Q: 3 clusters Score -3.035424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 308770 members 
Entering Unmasked Estep 
Score: -30354252.000000 Penalty: 6271.815430
	Iteration 58Q: 3 clusters Score -3.035425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 308768 members 
Entering Unmasked Estep 
Score: -30354250.000000 Penalty: 6271.815430
	Iteration 59Q: 3 clusters Score -3.035425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 308768 members 
Entering Unmasked Estep 
Score: -30354242.000000 Penalty: 6271.815430
	Iteration 60F: 3 clusters Score -3.035424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 308770 members 
Entering Unmasked Estep 
Score: -30354232.000000 Penalty: 6271.815430
	Iteration 61Q: 3 clusters Score -3.035423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 308772 members 
Entering Unmasked Estep 
Score: -30354250.000000 Penalty: 6271.815430
	Iteration 62Q: 3 clusters Score -3.035425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 308769 members 
Entering Unmasked Estep 
Score: -30354236.000000 Penalty: 6271.815430
	Iteration 63Q: 3 clusters Score -3.035424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 308768 members 
Entering Unmasked Estep 
Score: -30354226.000000 Penalty: 6271.815430
	Iteration 64Q: 3 clusters Score -3.035423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 308764 members 
Entering Unmasked Estep 
Score: -30354242.000000 Penalty: 6271.815430
	Iteration 65Q: 3 clusters Score -3.035424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 308758 members 
Entering Unmasked Estep 
Score: -30354230.000000 Penalty: 6271.815430
	Iteration 66Q: 3 clusters Score -3.035423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 308754 members 
Entering Unmasked Estep 
Score: -30354254.000000 Penalty: 6271.815430
	Iteration 67Q: 3 clusters Score -3.035425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 308753 members 
Entering Unmasked Estep 
Score: -30354262.000000 Penalty: 6271.815430
	Iteration 68Q: 3 clusters Score -3.035426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 308753 members 
Entering Unmasked Estep 
Score: -30354260.000000 Penalty: 6271.815430
	Iteration 69Q: 3 clusters Score -3.035426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 308750 members 
Entering Unmasked Estep 
Score: -30354266.000000 Penalty: 6271.815430
	Iteration 70Q: 3 clusters Score -3.035427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 308749 members 
Entering Unmasked Estep 
Score: -30354276.000000 Penalty: 6271.815430
	Iteration 71Q: 3 clusters Score -3.035428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 308746 members 
Entering Unmasked Estep 
Score: -30354294.000000 Penalty: 6271.815430
	Iteration 72Q: 3 clusters Score -3.035429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 308746 members 
Entering Unmasked Estep 
Score: -30354294.000000 Penalty: 6271.815430
	Iteration 73F: 3 clusters Score -3.035429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (97686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97686 members 
Entering Unmasked Estep 
Score: -9414225.000000 Penalty: 2849.399414
	Iteration 0F: 2 clusters Score -9414225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -9348581.000000 Penalty: 5698.798828
	Iteration 0F: 3 clusters Score -9348581 nChanged 46142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -9374828.000000 Penalty: 5698.798828
	Iteration 1F: 3 clusters Score -9374828 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -9375865.000000 Penalty: 5698.798828
	Iteration 2Q: 3 clusters Score -9375865 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -9377199.000000 Penalty: 5698.798828
	Iteration 3Q: 3 clusters Score -9377199 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -9378996.000000 Penalty: 5698.798828
	Iteration 4Q: 3 clusters Score -9378996 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -9381651.000000 Penalty: 5698.798828
	Iteration 5F: 3 clusters Score -9381651 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -9385242.000000 Penalty: 5698.798828
	Iteration 6F: 3 clusters Score -9385242 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -9389469.000000 Penalty: 5698.798828
	Iteration 7F: 3 clusters Score -9389469 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -9394394.000000 Penalty: 5698.798828
	Iteration 8F: 3 clusters Score -9394394 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -9398828.000000 Penalty: 5698.798828
	Iteration 9F: 3 clusters Score -9398828 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -9401426.000000 Penalty: 5698.798828
	Iteration 10Q: 3 clusters Score -9401426 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -9402704.000000 Penalty: 5698.798828
	Iteration 11Q: 3 clusters Score -9402704 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -9403410.000000 Penalty: 5698.798828
	Iteration 12Q: 3 clusters Score -9403410 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -9403985.000000 Penalty: 5698.798828
	Iteration 13Q: 3 clusters Score -9403985 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -9404590.000000 Penalty: 5698.798828
	Iteration 14Q: 3 clusters Score -9404590 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -9405219.000000 Penalty: 5698.798828
	Iteration 15Q: 3 clusters Score -9405219 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -9405773.000000 Penalty: 5698.798828
	Iteration 16Q: 3 clusters Score -9405773 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -9406283.000000 Penalty: 5698.798828
	Iteration 17Q: 3 clusters Score -9406283 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60496 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -9406745.000000 Penalty: 5698.798828
	Iteration 18Q: 3 clusters Score -9406745 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -9407009.000000 Penalty: 5698.798828
	Iteration 19Q: 3 clusters Score -9407009 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62011 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -9407250.000000 Penalty: 5698.798828
	Iteration 20F: 3 clusters Score -9407250 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -9407398.000000 Penalty: 5698.798828
	Iteration 21Q: 3 clusters Score -9407398 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -9407557.000000 Penalty: 5698.798828
	Iteration 22Q: 3 clusters Score -9407557 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63647 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -9407633.000000 Penalty: 5698.798828
	Iteration 23Q: 3 clusters Score -9407633 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -9407728.000000 Penalty: 5698.798828
	Iteration 24Q: 3 clusters Score -9407728 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -9407822.000000 Penalty: 5698.798828
	Iteration 25Q: 3 clusters Score -9407822 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64955 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -9407850.000000 Penalty: 5698.798828
	Iteration 26Q: 3 clusters Score -9407850 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -9407893.000000 Penalty: 5698.798828
	Iteration 27Q: 3 clusters Score -9407893 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65748 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -9407974.000000 Penalty: 5698.798828
	Iteration 28Q: 3 clusters Score -9407974 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -9408008.000000 Penalty: 5698.798828
	Iteration 29Q: 3 clusters Score -9408008 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66483 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -9408042.000000 Penalty: 5698.798828
	Iteration 30Q: 3 clusters Score -9408042 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -9408090.000000 Penalty: 5698.798828
	Iteration 31Q: 3 clusters Score -9408090 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -9408147.000000 Penalty: 5698.798828
	Iteration 32Q: 3 clusters Score -9408147 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67528 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -9408176.000000 Penalty: 5698.798828
	Iteration 33Q: 3 clusters Score -9408176 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -9408248.000000 Penalty: 5698.798828
	Iteration 34Q: 3 clusters Score -9408248 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68262 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -9408230.000000 Penalty: 5698.798828
	Iteration 35Q: 3 clusters Score -9408230 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68659 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -9408230.000000 Penalty: 5698.798828
	Iteration 36Q: 3 clusters Score -9408230 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69054 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -9408291.000000 Penalty: 5698.798828
	Iteration 37Q: 3 clusters Score -9408291 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -9408358.000000 Penalty: 5698.798828
	Iteration 38Q: 3 clusters Score -9408358 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -9408374.000000 Penalty: 5698.798828
	Iteration 39Q: 3 clusters Score -9408374 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70244 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -9408425.000000 Penalty: 5698.798828
	Iteration 40F: 3 clusters Score -9408425 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70647 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -9408472.000000 Penalty: 5698.798828
	Iteration 41Q: 3 clusters Score -9408472 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -9408525.000000 Penalty: 5698.798828
	Iteration 42Q: 3 clusters Score -9408525 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -9408560.000000 Penalty: 5698.798828
	Iteration 43Q: 3 clusters Score -9408560 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71942 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -9408589.000000 Penalty: 5698.798828
	Iteration 44Q: 3 clusters Score -9408589 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72394 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -9408669.000000 Penalty: 5698.798828
	Iteration 45Q: 3 clusters Score -9408669 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72859 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -9408716.000000 Penalty: 5698.798828
	Iteration 46Q: 3 clusters Score -9408716 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -9408778.000000 Penalty: 5698.798828
	Iteration 47Q: 3 clusters Score -9408778 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73860 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -9408853.000000 Penalty: 5698.798828
	Iteration 48Q: 3 clusters Score -9408853 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74412 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -9408912.000000 Penalty: 5698.798828
	Iteration 49Q: 3 clusters Score -9408912 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -9408991.000000 Penalty: 5698.798828
	Iteration 50Q: 3 clusters Score -9408991 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75552 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -9409076.000000 Penalty: 5698.798828
	Iteration 51Q: 3 clusters Score -9409076 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -9409162.000000 Penalty: 5698.798828
	Iteration 52Q: 3 clusters Score -9409162 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -9409273.000000 Penalty: 5698.798828
	Iteration 53Q: 3 clusters Score -9409273 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77298 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -9409370.000000 Penalty: 5698.798828
	Iteration 54Q: 3 clusters Score -9409370 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -9409476.000000 Penalty: 5698.798828
	Iteration 55Q: 3 clusters Score -9409476 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78470 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -9409612.000000 Penalty: 5698.798828
	Iteration 56Q: 3 clusters Score -9409612 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79059 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -9409738.000000 Penalty: 5698.798828
	Iteration 57Q: 3 clusters Score -9409738 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -9409865.000000 Penalty: 5698.798828
	Iteration 58Q: 3 clusters Score -9409865 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80295 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -9409980.000000 Penalty: 5698.798828
	Iteration 59Q: 3 clusters Score -9409980 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80884 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -9410075.000000 Penalty: 5698.798828
	Iteration 60F: 3 clusters Score -9410075 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -9410229.000000 Penalty: 5698.798828
	Iteration 61Q: 3 clusters Score -9410229 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81973 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -9410348.000000 Penalty: 5698.798828
	Iteration 62Q: 3 clusters Score -9410348 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -9410487.000000 Penalty: 5698.798828
	Iteration 63Q: 3 clusters Score -9410487 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83107 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -9410659.000000 Penalty: 5698.798828
	Iteration 64Q: 3 clusters Score -9410659 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83702 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -9410858.000000 Penalty: 5698.798828
	Iteration 65Q: 3 clusters Score -9410858 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -9411106.000000 Penalty: 5698.798828
	Iteration 66Q: 3 clusters Score -9411106 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84854 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -9411472.000000 Penalty: 5698.798828
	Iteration 67Q: 3 clusters Score -9411472 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85436 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -9412069.000000 Penalty: 5698.798828
	Iteration 68Q: 3 clusters Score -9412069 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86056 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -9413061.000000 Penalty: 5698.798828
	Iteration 69Q: 3 clusters Score -9413061 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -9414183.000000 Penalty: 5698.798828
	Iteration 70Q: 3 clusters Score -9414183 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86833 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -9414700.000000 Penalty: 5698.798828
	Iteration 71Q: 3 clusters Score -9414700 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86905 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -9414862.000000 Penalty: 5698.798828
	Iteration 72Q: 3 clusters Score -9414862 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86954 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -9414907.000000 Penalty: 5698.798828
	Iteration 73Q: 3 clusters Score -9414907 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86991 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -9414930.000000 Penalty: 5698.798828
	Iteration 74Q: 3 clusters Score -9414930 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87003 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -9414956.000000 Penalty: 5698.798828
	Iteration 75Q: 3 clusters Score -9414956 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87007 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -9414979.000000 Penalty: 5698.798828
	Iteration 76Q: 3 clusters Score -9414979 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87006 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -9414979.000000 Penalty: 5698.798828
	Iteration 77Q: 3 clusters Score -9414979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87006 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -9414990.000000 Penalty: 5698.798828
	Iteration 78Q: 3 clusters Score -9414990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87011 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -9414996.000000 Penalty: 5698.798828
	Iteration 79Q: 3 clusters Score -9414996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87014 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -9414995.000000 Penalty: 5698.798828
	Iteration 80F: 3 clusters Score -9414995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -9414999.000000 Penalty: 5698.798828
	Iteration 81Q: 3 clusters Score -9414999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -9415008.000000 Penalty: 5698.798828
	Iteration 82Q: 3 clusters Score -9415008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87015 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -9415011.000000 Penalty: 5698.798828
	Iteration 83Q: 3 clusters Score -9415011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -9415006.000000 Penalty: 5698.798828
	Iteration 84Q: 3 clusters Score -9415006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87020 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -9415005.000000 Penalty: 5698.798828
	Iteration 85Q: 3 clusters Score -9415005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87019 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -9415002.000000 Penalty: 5698.798828
	Iteration 86Q: 3 clusters Score -9415002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -9415009.000000 Penalty: 5698.798828
	Iteration 87Q: 3 clusters Score -9415009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -9415008.000000 Penalty: 5698.798828
	Iteration 88Q: 3 clusters Score -9415008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87015 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -9415011.000000 Penalty: 5698.798828
	Iteration 89Q: 3 clusters Score -9415011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87015 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -9415011.000000 Penalty: 5698.798828
	Iteration 90F: 3 clusters Score -9415011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134601 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230334 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29805 members 
Mstep: Class 6 contains 310143 members 
Mstep: Class 7 contains 87015 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 20930 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 225198 members 
Mstep: Class 12 contains 65386 members 
Mstep: Class 13 contains 21634 members 
Mstep: Class 14 contains 8630 members 
Mstep: Class 15 contains 220702 members 
Mstep: Class 16 contains 8326 members 
Mstep: Class 17 contains 9217 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 5163 members 
Mstep: Class 21 contains 8041 members 
Mstep: Class 22 contains 102723 members 
Mstep: Class 23 contains 5421 members 
Mstep: Class 24 contains 13784 members 
Mstep: Class 25 contains 5842 members 
Mstep: Class 26 contains 18343 members 
Mstep: Class 27 contains 11470 members 
Mstep: Class 28 contains 10072 members 
Mstep: Class 29 contains 10155 members 
Mstep: Class 30 contains 25604 members 
Mstep: Class 31 contains 8732 members 
Mstep: Class 32 contains 5385 members 
Mstep: Class 33 contains 8933 members 
Mstep: Class 34 contains 3567 members 
Mstep: Class 35 contains 10671 members 
Entering Unmasked Estep 
Score: -157700768.000000 Penalty: 124380.453125
Splitting cluster 7 changes total score from -157701152.000000 to -157700768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Entering Unmasked Estep 
Score: -766834.000000 Penalty: 2218.700928
	Iteration 0F: 2 clusters Score -766834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -760594.562500 Penalty: 4437.401855
	Iteration 0F: 3 clusters Score -760594.6 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -762301.687500 Penalty: 4437.401855
	Iteration 1F: 3 clusters Score -762301.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -762617.687500 Penalty: 4437.401855
	Iteration 2F: 3 clusters Score -762617.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -762838.562500 Penalty: 4437.401855
	Iteration 3F: 3 clusters Score -762838.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -763023.437500 Penalty: 4437.401855
	Iteration 4Q: 3 clusters Score -763023.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -763200.312500 Penalty: 4437.401855
	Iteration 5Q: 3 clusters Score -763200.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -763346.937500 Penalty: 4437.401855
	Iteration 6Q: 3 clusters Score -763346.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -763484.500000 Penalty: 4437.401855
	Iteration 7Q: 3 clusters Score -763484.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -763631.937500 Penalty: 4437.401855
	Iteration 8Q: 3 clusters Score -763631.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -763785.750000 Penalty: 4437.401855
	Iteration 9Q: 3 clusters Score -763785.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -763956.875000 Penalty: 4437.401855
	Iteration 10Q: 3 clusters Score -763956.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -764131.625000 Penalty: 4437.401855
	Iteration 11Q: 3 clusters Score -764131.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -764304.562500 Penalty: 4437.401855
	Iteration 12Q: 3 clusters Score -764304.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -764455.937500 Penalty: 4437.401855
	Iteration 13Q: 3 clusters Score -764455.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -764573.750000 Penalty: 4437.401855
	Iteration 14Q: 3 clusters Score -764573.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -764664.000000 Penalty: 4437.401855
	Iteration 15Q: 3 clusters Score -764664 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -764736.562500 Penalty: 4437.401855
	Iteration 16Q: 3 clusters Score -764736.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -764800.562500 Penalty: 4437.401855
	Iteration 17Q: 3 clusters Score -764800.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -764853.500000 Penalty: 4437.401855
	Iteration 18Q: 3 clusters Score -764853.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -764876.000000 Penalty: 4437.401855
	Iteration 19Q: 3 clusters Score -764876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -764895.375000 Penalty: 4437.401855
	Iteration 20F: 3 clusters Score -764895.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -764911.437500 Penalty: 4437.401855
	Iteration 21Q: 3 clusters Score -764911.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -764924.062500 Penalty: 4437.401855
	Iteration 22Q: 3 clusters Score -764924.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -764936.250000 Penalty: 4437.401855
	Iteration 23Q: 3 clusters Score -764936.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -764948.375000 Penalty: 4437.401855
	Iteration 24Q: 3 clusters Score -764948.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -764959.250000 Penalty: 4437.401855
	Iteration 25Q: 3 clusters Score -764959.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -764970.125000 Penalty: 4437.401855
	Iteration 26Q: 3 clusters Score -764970.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -764977.250000 Penalty: 4437.401855
	Iteration 27Q: 3 clusters Score -764977.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -764983.750000 Penalty: 4437.401855
	Iteration 28Q: 3 clusters Score -764983.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -764987.687500 Penalty: 4437.401855
	Iteration 29Q: 3 clusters Score -764987.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -764993.312500 Penalty: 4437.401855
	Iteration 30Q: 3 clusters Score -764993.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -764996.750000 Penalty: 4437.401855
	Iteration 31Q: 3 clusters Score -764996.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -764997.437500 Penalty: 4437.401855
	Iteration 32Q: 3 clusters Score -764997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -764997.437500 Penalty: 4437.401855
	Iteration 33F: 3 clusters Score -764997.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1870143.750000 Penalty: 2467.336670
	Iteration 0F: 2 clusters Score -1870144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1855529.625000 Penalty: 4934.673340
	Iteration 0F: 3 clusters Score -1855530 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1860423.750000 Penalty: 4934.673340
	Iteration 1F: 3 clusters Score -1860424 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1860874.875000 Penalty: 4934.673340
	Iteration 2F: 3 clusters Score -1860875 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1861341.750000 Penalty: 4934.673340
	Iteration 3Q: 3 clusters Score -1861342 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1861815.875000 Penalty: 4934.673340
	Iteration 4Q: 3 clusters Score -1861816 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1862352.125000 Penalty: 4934.673340
	Iteration 5F: 3 clusters Score -1862352 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1862865.750000 Penalty: 4934.673340
	Iteration 6Q: 3 clusters Score -1862866 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1863391.625000 Penalty: 4934.673340
	Iteration 7Q: 3 clusters Score -1863392 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1863898.250000 Penalty: 4934.673340
	Iteration 8Q: 3 clusters Score -1863898 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1864375.625000 Penalty: 4934.673340
	Iteration 9Q: 3 clusters Score -1864376 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1864796.375000 Penalty: 4934.673340
	Iteration 10Q: 3 clusters Score -1864796 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1865235.125000 Penalty: 4934.673340
	Iteration 11Q: 3 clusters Score -1865235 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1865682.625000 Penalty: 4934.673340
	Iteration 12Q: 3 clusters Score -1865683 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1866107.750000 Penalty: 4934.673340
	Iteration 13Q: 3 clusters Score -1866108 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1866481.000000 Penalty: 4934.673340
	Iteration 14Q: 3 clusters Score -1866481 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1866812.500000 Penalty: 4934.673340
	Iteration 15Q: 3 clusters Score -1866812 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1867113.375000 Penalty: 4934.673340
	Iteration 16Q: 3 clusters Score -1867113 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1867400.625000 Penalty: 4934.673340
	Iteration 17Q: 3 clusters Score -1867401 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1867642.250000 Penalty: 4934.673340
	Iteration 18Q: 3 clusters Score -1867642 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1867833.125000 Penalty: 4934.673340
	Iteration 19Q: 3 clusters Score -1867833 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1867989.625000 Penalty: 4934.673340
	Iteration 20F: 3 clusters Score -1867990 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1868089.875000 Penalty: 4934.673340
	Iteration 21Q: 3 clusters Score -1868090 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1868168.375000 Penalty: 4934.673340
	Iteration 22Q: 3 clusters Score -1868168 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1868209.125000 Penalty: 4934.673340
	Iteration 23Q: 3 clusters Score -1868209 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1868253.500000 Penalty: 4934.673340
	Iteration 24Q: 3 clusters Score -1868254 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1868290.125000 Penalty: 4934.673340
	Iteration 25Q: 3 clusters Score -1868290 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1868325.125000 Penalty: 4934.673340
	Iteration 26Q: 3 clusters Score -1868325 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1868350.750000 Penalty: 4934.673340
	Iteration 27Q: 3 clusters Score -1868351 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1868378.375000 Penalty: 4934.673340
	Iteration 28Q: 3 clusters Score -1868378 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1868399.125000 Penalty: 4934.673340
	Iteration 29Q: 3 clusters Score -1868399 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1868420.000000 Penalty: 4934.673340
	Iteration 30Q: 3 clusters Score -1868420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1868427.375000 Penalty: 4934.673340
	Iteration 31Q: 3 clusters Score -1868427 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1868437.375000 Penalty: 4934.673340
	Iteration 32Q: 3 clusters Score -1868437 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1868441.000000 Penalty: 4934.673340
	Iteration 33Q: 3 clusters Score -1868441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1868448.750000 Penalty: 4934.673340
	Iteration 34Q: 3 clusters Score -1868449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1868451.375000 Penalty: 4934.673340
	Iteration 35Q: 3 clusters Score -1868451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1868451.875000 Penalty: 4934.673340
	Iteration 36Q: 3 clusters Score -1868452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1868461.750000 Penalty: 4934.673340
	Iteration 37Q: 3 clusters Score -1868462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1868455.625000 Penalty: 4934.673340
	Iteration 38Q: 3 clusters Score -1868456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1868459.000000 Penalty: 4934.673340
	Iteration 39Q: 3 clusters Score -1868459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1868461.375000 Penalty: 4934.673340
	Iteration 40F: 3 clusters Score -1868461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1868464.250000 Penalty: 4934.673340
	Iteration 41Q: 3 clusters Score -1868464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1868462.125000 Penalty: 4934.673340
	Iteration 42Q: 3 clusters Score -1868462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1868462.750000 Penalty: 4934.673340
	Iteration 43Q: 3 clusters Score -1868463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1868463.375000 Penalty: 4934.673340
	Iteration 44Q: 3 clusters Score -1868463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1868463.750000 Penalty: 4934.673340
	Iteration 45Q: 3 clusters Score -1868464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1868466.500000 Penalty: 4934.673340
	Iteration 46Q: 3 clusters Score -1868466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1868466.375000 Penalty: 4934.673340
	Iteration 47Q: 3 clusters Score -1868466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1868468.750000 Penalty: 4934.673340
	Iteration 48Q: 3 clusters Score -1868469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1868468.750000 Penalty: 4934.673340
	Iteration 49Q: 3 clusters Score -1868469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1868472.000000 Penalty: 4934.673340
	Iteration 50Q: 3 clusters Score -1868472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1868476.125000 Penalty: 4934.673340
	Iteration 51Q: 3 clusters Score -1868476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1868474.250000 Penalty: 4934.673340
	Iteration 52Q: 3 clusters Score -1868474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1868470.750000 Penalty: 4934.673340
	Iteration 53Q: 3 clusters Score -1868471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1868470.750000 Penalty: 4934.673340
	Iteration 54Q: 3 clusters Score -1868471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1868472.750000 Penalty: 4934.673340
	Iteration 55Q: 3 clusters Score -1868473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1868474.875000 Penalty: 4934.673340
	Iteration 56Q: 3 clusters Score -1868475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1868472.500000 Penalty: 4934.673340
	Iteration 57Q: 3 clusters Score -1868472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1868471.500000 Penalty: 4934.673340
	Iteration 58Q: 3 clusters Score -1868472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1868473.750000 Penalty: 4934.673340
	Iteration 59Q: 3 clusters Score -1868474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1868474.375000 Penalty: 4934.673340
	Iteration 60F: 3 clusters Score -1868474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Entering Unmasked Estep 
Score: -762802.437500 Penalty: 2237.146729
	Iteration 0F: 2 clusters Score -762802.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -756232.250000 Penalty: 4474.293457
	Iteration 0F: 3 clusters Score -756232.2 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -758079.875000 Penalty: 4474.293457
	Iteration 1F: 3 clusters Score -758079.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -758491.687500 Penalty: 4474.293457
	Iteration 2F: 3 clusters Score -758491.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -758877.875000 Penalty: 4474.293457
	Iteration 3F: 3 clusters Score -758877.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -759221.187500 Penalty: 4474.293457
	Iteration 4F: 3 clusters Score -759221.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -759548.187500 Penalty: 4474.293457
	Iteration 5F: 3 clusters Score -759548.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -759870.875000 Penalty: 4474.293457
	Iteration 6F: 3 clusters Score -759870.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -760203.750000 Penalty: 4474.293457
	Iteration 7Q: 3 clusters Score -760203.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -760577.125000 Penalty: 4474.293457
	Iteration 8Q: 3 clusters Score -760577.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -760917.500000 Penalty: 4474.293457
	Iteration 9Q: 3 clusters Score -760917.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -761187.937500 Penalty: 4474.293457
	Iteration 10Q: 3 clusters Score -761187.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -761372.500000 Penalty: 4474.293457
	Iteration 11Q: 3 clusters Score -761372.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -761496.312500 Penalty: 4474.293457
	Iteration 12Q: 3 clusters Score -761496.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -761581.687500 Penalty: 4474.293457
	Iteration 13Q: 3 clusters Score -761581.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -761640.062500 Penalty: 4474.293457
	Iteration 14Q: 3 clusters Score -761640.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -761674.437500 Penalty: 4474.293457
	Iteration 15Q: 3 clusters Score -761674.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -761705.437500 Penalty: 4474.293457
	Iteration 16Q: 3 clusters Score -761705.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -761758.125000 Penalty: 4474.293457
	Iteration 17Q: 3 clusters Score -761758.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -761842.250000 Penalty: 4474.293457
	Iteration 18Q: 3 clusters Score -761842.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -761927.625000 Penalty: 4474.293457
	Iteration 19Q: 3 clusters Score -761927.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -761978.062500 Penalty: 4474.293457
	Iteration 20F: 3 clusters Score -761978.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -762009.312500 Penalty: 4474.293457
	Iteration 21Q: 3 clusters Score -762009.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -762031.687500 Penalty: 4474.293457
	Iteration 22Q: 3 clusters Score -762031.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -762050.062500 Penalty: 4474.293457
	Iteration 23Q: 3 clusters Score -762050.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -762066.937500 Penalty: 4474.293457
	Iteration 24Q: 3 clusters Score -762066.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -762078.875000 Penalty: 4474.293457
	Iteration 25Q: 3 clusters Score -762078.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -762088.625000 Penalty: 4474.293457
	Iteration 26Q: 3 clusters Score -762088.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -762091.312500 Penalty: 4474.293457
	Iteration 27Q: 3 clusters Score -762091.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -762096.000000 Penalty: 4474.293457
	Iteration 28Q: 3 clusters Score -762096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -762098.875000 Penalty: 4474.293457
	Iteration 29Q: 3 clusters Score -762098.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -762098.625000 Penalty: 4474.293457
	Iteration 30Q: 3 clusters Score -762098.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -762098.187500 Penalty: 4474.293457
	Iteration 31Q: 3 clusters Score -762098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -762098.187500 Penalty: 4474.293457
	Iteration 32Q: 3 clusters Score -762098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -762098.187500 Penalty: 4474.293457
	Iteration 33F: 3 clusters Score -762098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (225198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225198 members 
Entering Unmasked Estep 
Score: -22131842.000000 Penalty: 3056.534424
	Iteration 0F: 2 clusters Score -2.213184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112103 members 
Mstep: Class 2 contains 113095 members 
Entering Unmasked Estep 
Score: -21982772.000000 Penalty: 6113.068848
	Iteration 0F: 3 clusters Score -2.198277e+07 nChanged 108342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 122423 members 
Entering Unmasked Estep 
Score: -22046582.000000 Penalty: 6113.068848
	Iteration 1F: 3 clusters Score -2.204658e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96924 members 
Mstep: Class 2 contains 128274 members 
Entering Unmasked Estep 
Score: -22048744.000000 Penalty: 6113.068848
	Iteration 2Q: 3 clusters Score -2.204874e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87974 members 
Mstep: Class 2 contains 137224 members 
Entering Unmasked Estep 
Score: -22052640.000000 Penalty: 6113.068848
	Iteration 3Q: 3 clusters Score -2.205264e+07 nChanged 13689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 150613 members 
Entering Unmasked Estep 
Score: -22060760.000000 Penalty: 6113.068848
	Iteration 4F: 3 clusters Score -2.206076e+07 nChanged 18878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 169407 members 
Entering Unmasked Estep 
Score: -22075492.000000 Penalty: 6113.068848
	Iteration 5F: 3 clusters Score -2.207549e+07 nChanged 22203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 191564 members 
Entering Unmasked Estep 
Score: -22096308.000000 Penalty: 6113.068848
	Iteration 6F: 3 clusters Score -2.209631e+07 nChanged 18518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 210060 members 
Entering Unmasked Estep 
Score: -22114612.000000 Penalty: 6113.068848
	Iteration 7F: 3 clusters Score -2.211461e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 220088 members 
Entering Unmasked Estep 
Score: -22124508.000000 Penalty: 6113.068848
	Iteration 8Q: 3 clusters Score -2.212451e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 223582 members 
Entering Unmasked Estep 
Score: -22127680.000000 Penalty: 6113.068848
	Iteration 9Q: 3 clusters Score -2.212768e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 224526 members 
Entering Unmasked Estep 
Score: -22128652.000000 Penalty: 6113.068848
	Iteration 10Q: 3 clusters Score -2.212865e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 224778 members 
Entering Unmasked Estep 
Score: -22128902.000000 Penalty: 6113.068848
	Iteration 11Q: 3 clusters Score -2.21289e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 224836 members 
Entering Unmasked Estep 
Score: -22129002.000000 Penalty: 6113.068848
	Iteration 12Q: 3 clusters Score -2.2129e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 224850 members 
Entering Unmasked Estep 
Score: -22129052.000000 Penalty: 6113.068848
	Iteration 13Q: 3 clusters Score -2.212905e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 224868 members 
Entering Unmasked Estep 
Score: -22129084.000000 Penalty: 6113.068848
	Iteration 14Q: 3 clusters Score -2.212908e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 224869 members 
Entering Unmasked Estep 
Score: -22129130.000000 Penalty: 6113.068848
	Iteration 15Q: 3 clusters Score -2.212913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 224872 members 
Entering Unmasked Estep 
Score: -22129148.000000 Penalty: 6113.068848
	Iteration 16Q: 3 clusters Score -2.212915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 224873 members 
Entering Unmasked Estep 
Score: -22129162.000000 Penalty: 6113.068848
	Iteration 17Q: 3 clusters Score -2.212916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 224874 members 
Entering Unmasked Estep 
Score: -22129174.000000 Penalty: 6113.068848
	Iteration 18Q: 3 clusters Score -2.212917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 224875 members 
Entering Unmasked Estep 
Score: -22129178.000000 Penalty: 6113.068848
	Iteration 19Q: 3 clusters Score -2.212918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 224878 members 
Entering Unmasked Estep 
Score: -22129182.000000 Penalty: 6113.068848
	Iteration 20F: 3 clusters Score -2.212918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 224880 members 
Entering Unmasked Estep 
Score: -22129186.000000 Penalty: 6113.068848
	Iteration 21Q: 3 clusters Score -2.212919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 224880 members 
Entering Unmasked Estep 
Score: -22129178.000000 Penalty: 6113.068848
	Iteration 22Q: 3 clusters Score -2.212918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 224881 members 
Entering Unmasked Estep 
Score: -22129188.000000 Penalty: 6113.068848
	Iteration 23Q: 3 clusters Score -2.212919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 224882 members 
Entering Unmasked Estep 
Score: -22129194.000000 Penalty: 6113.068848
	Iteration 24Q: 3 clusters Score -2.212919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 224882 members 
Entering Unmasked Estep 
Score: -22129194.000000 Penalty: 6113.068848
	Iteration 25F: 3 clusters Score -2.212919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65386 members 
Entering Unmasked Estep 
Score: -6334879.000000 Penalty: 2749.839600
	Iteration 0F: 2 clusters Score -6334879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -6291060.500000 Penalty: 5499.679199
	Iteration 0F: 3 clusters Score -6291060 nChanged 30637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -6308564.500000 Penalty: 5499.679199
	Iteration 1F: 3 clusters Score -6308564 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -6309576.000000 Penalty: 5499.679199
	Iteration 2Q: 3 clusters Score -6309576 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -6310915.500000 Penalty: 5499.679199
	Iteration 3Q: 3 clusters Score -6310916 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -6312636.000000 Penalty: 5499.679199
	Iteration 4F: 3 clusters Score -6312636 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -6314861.500000 Penalty: 5499.679199
	Iteration 5F: 3 clusters Score -6314862 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -6317270.000000 Penalty: 5499.679199
	Iteration 6F: 3 clusters Score -6317270 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -6319762.000000 Penalty: 5499.679199
	Iteration 7F: 3 clusters Score -6319762 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -6321984.500000 Penalty: 5499.679199
	Iteration 8F: 3 clusters Score -6321984 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -6323932.000000 Penalty: 5499.679199
	Iteration 9F: 3 clusters Score -6323932 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -6325702.500000 Penalty: 5499.679199
	Iteration 10Q: 3 clusters Score -6325702 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -6327273.500000 Penalty: 5499.679199
	Iteration 11Q: 3 clusters Score -6327274 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -6328659.500000 Penalty: 5499.679199
	Iteration 12Q: 3 clusters Score -6328660 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -6329799.000000 Penalty: 5499.679199
	Iteration 13Q: 3 clusters Score -6329799 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59921 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -6330770.500000 Penalty: 5499.679199
	Iteration 14Q: 3 clusters Score -6330770 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -6331440.500000 Penalty: 5499.679199
	Iteration 15Q: 3 clusters Score -6331440 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -6332035.000000 Penalty: 5499.679199
	Iteration 16Q: 3 clusters Score -6332035 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -6332398.000000 Penalty: 5499.679199
	Iteration 17Q: 3 clusters Score -6332398 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -6332634.500000 Penalty: 5499.679199
	Iteration 18Q: 3 clusters Score -6332634 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6332801.500000 Penalty: 5499.679199
	Iteration 19Q: 3 clusters Score -6332802 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63470 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6332963.000000 Penalty: 5499.679199
	Iteration 20F: 3 clusters Score -6332963 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6333163.500000 Penalty: 5499.679199
	Iteration 21Q: 3 clusters Score -6333164 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6333421.000000 Penalty: 5499.679199
	Iteration 22Q: 3 clusters Score -6333421 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6333667.000000 Penalty: 5499.679199
	Iteration 23Q: 3 clusters Score -6333667 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6333827.000000 Penalty: 5499.679199
	Iteration 24Q: 3 clusters Score -6333827 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6333927.500000 Penalty: 5499.679199
	Iteration 25Q: 3 clusters Score -6333928 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63747 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6333994.000000 Penalty: 5499.679199
	Iteration 26Q: 3 clusters Score -6333994 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6334035.000000 Penalty: 5499.679199
	Iteration 27Q: 3 clusters Score -6334035 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6334044.500000 Penalty: 5499.679199
	Iteration 28Q: 3 clusters Score -6334044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63709 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6334058.500000 Penalty: 5499.679199
	Iteration 29Q: 3 clusters Score -6334058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63706 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6334062.000000 Penalty: 5499.679199
	Iteration 30Q: 3 clusters Score -6334062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6334067.000000 Penalty: 5499.679199
	Iteration 31Q: 3 clusters Score -6334067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63688 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6334071.000000 Penalty: 5499.679199
	Iteration 32Q: 3 clusters Score -6334071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6334068.000000 Penalty: 5499.679199
	Iteration 33Q: 3 clusters Score -6334068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6334066.500000 Penalty: 5499.679199
	Iteration 34Q: 3 clusters Score -6334066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63685 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6334067.500000 Penalty: 5499.679199
	Iteration 35Q: 3 clusters Score -6334068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6334066.000000 Penalty: 5499.679199
	Iteration 36Q: 3 clusters Score -6334066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6334063.500000 Penalty: 5499.679199
	Iteration 37Q: 3 clusters Score -6334064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6334063.500000 Penalty: 5499.679199
	Iteration 38F: 3 clusters Score -6334064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Entering Unmasked Estep 
Score: -2012187.625000 Penalty: 2475.541260
	Iteration 0F: 2 clusters Score -2012188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1997108.625000 Penalty: 4951.082520
	Iteration 0F: 3 clusters Score -1997109 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2002329.750000 Penalty: 4951.082520
	Iteration 1F: 3 clusters Score -2002330 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2002776.000000 Penalty: 4951.082520
	Iteration 2F: 3 clusters Score -2002776 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2003180.875000 Penalty: 4951.082520
	Iteration 3Q: 3 clusters Score -2003181 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2003584.750000 Penalty: 4951.082520
	Iteration 4Q: 3 clusters Score -2003585 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2003970.750000 Penalty: 4951.082520
	Iteration 5Q: 3 clusters Score -2003971 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2004379.500000 Penalty: 4951.082520
	Iteration 6Q: 3 clusters Score -2004380 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2004815.625000 Penalty: 4951.082520
	Iteration 7Q: 3 clusters Score -2004816 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2005267.125000 Penalty: 4951.082520
	Iteration 8Q: 3 clusters Score -2005267 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2005830.375000 Penalty: 4951.082520
	Iteration 9Q: 3 clusters Score -2005830 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2006368.750000 Penalty: 4951.082520
	Iteration 10Q: 3 clusters Score -2006369 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2006922.125000 Penalty: 4951.082520
	Iteration 11Q: 3 clusters Score -2006922 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2007505.250000 Penalty: 4951.082520
	Iteration 12Q: 3 clusters Score -2007505 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2007964.875000 Penalty: 4951.082520
	Iteration 13Q: 3 clusters Score -2007965 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2008307.125000 Penalty: 4951.082520
	Iteration 14Q: 3 clusters Score -2008307 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2008545.375000 Penalty: 4951.082520
	Iteration 15Q: 3 clusters Score -2008545 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2008718.625000 Penalty: 4951.082520
	Iteration 16Q: 3 clusters Score -2008719 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2008868.500000 Penalty: 4951.082520
	Iteration 17Q: 3 clusters Score -2008868 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2009012.375000 Penalty: 4951.082520
	Iteration 18Q: 3 clusters Score -2009012 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2009162.375000 Penalty: 4951.082520
	Iteration 19Q: 3 clusters Score -2009162 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2009313.500000 Penalty: 4951.082520
	Iteration 20F: 3 clusters Score -2009314 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2009434.250000 Penalty: 4951.082520
	Iteration 21Q: 3 clusters Score -2009434 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2009516.500000 Penalty: 4951.082520
	Iteration 22Q: 3 clusters Score -2009516 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2009594.375000 Penalty: 4951.082520
	Iteration 23Q: 3 clusters Score -2009594 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2009643.000000 Penalty: 4951.082520
	Iteration 24Q: 3 clusters Score -2009643 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2009687.000000 Penalty: 4951.082520
	Iteration 25Q: 3 clusters Score -2009687 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2009724.625000 Penalty: 4951.082520
	Iteration 26Q: 3 clusters Score -2009725 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2009748.250000 Penalty: 4951.082520
	Iteration 27Q: 3 clusters Score -2009748 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2009766.000000 Penalty: 4951.082520
	Iteration 28Q: 3 clusters Score -2009766 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2009778.625000 Penalty: 4951.082520
	Iteration 29Q: 3 clusters Score -2009779 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2009785.125000 Penalty: 4951.082520
	Iteration 30Q: 3 clusters Score -2009785 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2009798.250000 Penalty: 4951.082520
	Iteration 31Q: 3 clusters Score -2009798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2009808.000000 Penalty: 4951.082520
	Iteration 32Q: 3 clusters Score -2009808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2009808.625000 Penalty: 4951.082520
	Iteration 33Q: 3 clusters Score -2009809 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2009817.000000 Penalty: 4951.082520
	Iteration 34Q: 3 clusters Score -2009817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2009815.000000 Penalty: 4951.082520
	Iteration 35Q: 3 clusters Score -2009815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2009813.750000 Penalty: 4951.082520
	Iteration 36Q: 3 clusters Score -2009814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2009814.875000 Penalty: 4951.082520
	Iteration 37Q: 3 clusters Score -2009815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2009816.125000 Penalty: 4951.082520
	Iteration 38Q: 3 clusters Score -2009816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2009820.000000 Penalty: 4951.082520
	Iteration 39Q: 3 clusters Score -2009820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2009818.375000 Penalty: 4951.082520
	Iteration 40F: 3 clusters Score -2009818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2009816.250000 Penalty: 4951.082520
	Iteration 41Q: 3 clusters Score -2009816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2009818.000000 Penalty: 4951.082520
	Iteration 42Q: 3 clusters Score -2009818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2009818.250000 Penalty: 4951.082520
	Iteration 43Q: 3 clusters Score -2009818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2009816.000000 Penalty: 4951.082520
	Iteration 44Q: 3 clusters Score -2009816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2009821.875000 Penalty: 4951.082520
	Iteration 45Q: 3 clusters Score -2009822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2009822.375000 Penalty: 4951.082520
	Iteration 46Q: 3 clusters Score -2009822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2009827.125000 Penalty: 4951.082520
	Iteration 47Q: 3 clusters Score -2009827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2009827.750000 Penalty: 4951.082520
	Iteration 48Q: 3 clusters Score -2009828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2009826.250000 Penalty: 4951.082520
	Iteration 49Q: 3 clusters Score -2009826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2009826.250000 Penalty: 4951.082520
	Iteration 50F: 3 clusters Score -2009826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Entering Unmasked Estep 
Score: -842956.687500 Penalty: 2247.624023
	Iteration 0F: 2 clusters Score -842956.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -836125.625000 Penalty: 4495.248047
	Iteration 0F: 3 clusters Score -836125.6 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -838045.812500 Penalty: 4495.248047
	Iteration 1F: 3 clusters Score -838045.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -838293.125000 Penalty: 4495.248047
	Iteration 2F: 3 clusters Score -838293.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -838490.437500 Penalty: 4495.248047
	Iteration 3Q: 3 clusters Score -838490.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -838689.187500 Penalty: 4495.248047
	Iteration 4Q: 3 clusters Score -838689.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -838882.437500 Penalty: 4495.248047
	Iteration 5Q: 3 clusters Score -838882.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -839071.187500 Penalty: 4495.248047
	Iteration 6Q: 3 clusters Score -839071.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -839255.750000 Penalty: 4495.248047
	Iteration 7Q: 3 clusters Score -839255.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -839434.437500 Penalty: 4495.248047
	Iteration 8Q: 3 clusters Score -839434.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -839596.500000 Penalty: 4495.248047
	Iteration 9Q: 3 clusters Score -839596.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -839751.437500 Penalty: 4495.248047
	Iteration 10Q: 3 clusters Score -839751.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -839914.687500 Penalty: 4495.248047
	Iteration 11Q: 3 clusters Score -839914.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -840059.000000 Penalty: 4495.248047
	Iteration 12Q: 3 clusters Score -840059 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -840204.750000 Penalty: 4495.248047
	Iteration 13Q: 3 clusters Score -840204.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -840332.937500 Penalty: 4495.248047
	Iteration 14Q: 3 clusters Score -840332.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -840461.062500 Penalty: 4495.248047
	Iteration 15Q: 3 clusters Score -840461.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -840565.625000 Penalty: 4495.248047
	Iteration 16Q: 3 clusters Score -840565.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -840654.062500 Penalty: 4495.248047
	Iteration 17Q: 3 clusters Score -840654.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -840721.312500 Penalty: 4495.248047
	Iteration 18Q: 3 clusters Score -840721.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -840780.687500 Penalty: 4495.248047
	Iteration 19Q: 3 clusters Score -840780.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -840821.375000 Penalty: 4495.248047
	Iteration 20F: 3 clusters Score -840821.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -840853.937500 Penalty: 4495.248047
	Iteration 21Q: 3 clusters Score -840853.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -840881.375000 Penalty: 4495.248047
	Iteration 22Q: 3 clusters Score -840881.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -840910.875000 Penalty: 4495.248047
	Iteration 23Q: 3 clusters Score -840910.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -840941.187500 Penalty: 4495.248047
	Iteration 24Q: 3 clusters Score -840941.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -840962.875000 Penalty: 4495.248047
	Iteration 25Q: 3 clusters Score -840962.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -840977.687500 Penalty: 4495.248047
	Iteration 26Q: 3 clusters Score -840977.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -840990.750000 Penalty: 4495.248047
	Iteration 27Q: 3 clusters Score -840990.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -841000.750000 Penalty: 4495.248047
	Iteration 28Q: 3 clusters Score -841000.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -841010.125000 Penalty: 4495.248047
	Iteration 29Q: 3 clusters Score -841010.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -841014.937500 Penalty: 4495.248047
	Iteration 30Q: 3 clusters Score -841014.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -841019.812500 Penalty: 4495.248047
	Iteration 31Q: 3 clusters Score -841019.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -841021.812500 Penalty: 4495.248047
	Iteration 32Q: 3 clusters Score -841021.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -841024.937500 Penalty: 4495.248047
	Iteration 33Q: 3 clusters Score -841024.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -841024.250000 Penalty: 4495.248047
	Iteration 34Q: 3 clusters Score -841024.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -841024.250000 Penalty: 4495.248047
	Iteration 35F: 3 clusters Score -841024.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (220702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220702 members 
Entering Unmasked Estep 
Score: -21590714.000000 Penalty: 3051.532959
	Iteration 0F: 2 clusters Score -2.159071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110601 members 
Mstep: Class 2 contains 110101 members 
Entering Unmasked Estep 
Score: -21445198.000000 Penalty: 6103.065918
	Iteration 0F: 3 clusters Score -2.14452e+07 nChanged 106543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114412 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
Score: -21507190.000000 Penalty: 6103.065918
	Iteration 1F: 3 clusters Score -2.150719e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117090 members 
Mstep: Class 2 contains 103612 members 
Entering Unmasked Estep 
Score: -21508226.000000 Penalty: 6103.065918
	Iteration 2Q: 3 clusters Score -2.150823e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121260 members 
Mstep: Class 2 contains 99442 members 
Entering Unmasked Estep 
Score: -21509516.000000 Penalty: 6103.065918
	Iteration 3Q: 3 clusters Score -2.150952e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127792 members 
Mstep: Class 2 contains 92910 members 
Entering Unmasked Estep 
Score: -21512052.000000 Penalty: 6103.065918
	Iteration 4Q: 3 clusters Score -2.151205e+07 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137934 members 
Mstep: Class 2 contains 82768 members 
Entering Unmasked Estep 
Score: -21516650.000000 Penalty: 6103.065918
	Iteration 5Q: 3 clusters Score -2.151665e+07 nChanged 15211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153063 members 
Mstep: Class 2 contains 67639 members 
Entering Unmasked Estep 
Score: -21526198.000000 Penalty: 6103.065918
	Iteration 6F: 3 clusters Score -2.15262e+07 nChanged 20195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173250 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -21542856.000000 Penalty: 6103.065918
	Iteration 7F: 3 clusters Score -2.154286e+07 nChanged 21967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195209 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -21564114.000000 Penalty: 6103.065918
	Iteration 8F: 3 clusters Score -2.156411e+07 nChanged 15779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210984 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -21579368.000000 Penalty: 6103.065918
	Iteration 9F: 3 clusters Score -2.157937e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217743 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -21585494.000000 Penalty: 6103.065918
	Iteration 10Q: 3 clusters Score -2.158549e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219689 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -21587168.000000 Penalty: 6103.065918
	Iteration 11Q: 3 clusters Score -2.158717e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220161 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -21587682.000000 Penalty: 6103.065918
	Iteration 12Q: 3 clusters Score -2.158768e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220268 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -21587914.000000 Penalty: 6103.065918
	Iteration 13Q: 3 clusters Score -2.158791e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220286 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -21588012.000000 Penalty: 6103.065918
	Iteration 14Q: 3 clusters Score -2.158801e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220286 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -21588062.000000 Penalty: 6103.065918
	Iteration 15Q: 3 clusters Score -2.158806e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220290 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -21588112.000000 Penalty: 6103.065918
	Iteration 16Q: 3 clusters Score -2.158811e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220292 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -21588138.000000 Penalty: 6103.065918
	Iteration 17Q: 3 clusters Score -2.158814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220288 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -21588138.000000 Penalty: 6103.065918
	Iteration 18Q: 3 clusters Score -2.158814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220291 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -21588146.000000 Penalty: 6103.065918
	Iteration 19Q: 3 clusters Score -2.158815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220292 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -21588144.000000 Penalty: 6103.065918
	Iteration 20F: 3 clusters Score -2.158814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220294 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -21588142.000000 Penalty: 6103.065918
	Iteration 21Q: 3 clusters Score -2.158814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220295 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -21588148.000000 Penalty: 6103.065918
	Iteration 22Q: 3 clusters Score -2.158815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220296 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -21588152.000000 Penalty: 6103.065918
	Iteration 23Q: 3 clusters Score -2.158815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220298 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -21588156.000000 Penalty: 6103.065918
	Iteration 24Q: 3 clusters Score -2.158816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220302 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -21588166.000000 Penalty: 6103.065918
	Iteration 25Q: 3 clusters Score -2.158817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220304 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -21588172.000000 Penalty: 6103.065918
	Iteration 26Q: 3 clusters Score -2.158817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220305 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -21588178.000000 Penalty: 6103.065918
	Iteration 27Q: 3 clusters Score -2.158818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220305 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -21588178.000000 Penalty: 6103.065918
	Iteration 28F: 3 clusters Score -2.158818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Entering Unmasked Estep 
Score: -770000.375000 Penalty: 2238.730469
	Iteration 0F: 2 clusters Score -770000.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -763405.125000 Penalty: 4477.460938
	Iteration 0F: 3 clusters Score -763405.1 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -765315.187500 Penalty: 4477.460938
	Iteration 1F: 3 clusters Score -765315.2 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -765769.625000 Penalty: 4477.460938
	Iteration 2F: 3 clusters Score -765769.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -766190.812500 Penalty: 4477.460938
	Iteration 3F: 3 clusters Score -766190.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -766661.125000 Penalty: 4477.460938
	Iteration 4F: 3 clusters Score -766661.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -767093.625000 Penalty: 4477.460938
	Iteration 5F: 3 clusters Score -767093.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -767473.875000 Penalty: 4477.460938
	Iteration 6F: 3 clusters Score -767473.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -767745.000000 Penalty: 4477.460938
	Iteration 7F: 3 clusters Score -767745 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -767874.750000 Penalty: 4477.460938
	Iteration 8Q: 3 clusters Score -767874.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -767958.312500 Penalty: 4477.460938
	Iteration 9Q: 3 clusters Score -767958.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -768001.312500 Penalty: 4477.460938
	Iteration 10Q: 3 clusters Score -768001.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -768027.625000 Penalty: 4477.460938
	Iteration 11Q: 3 clusters Score -768027.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -768046.500000 Penalty: 4477.460938
	Iteration 12Q: 3 clusters Score -768046.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -768054.375000 Penalty: 4477.460938
	Iteration 13Q: 3 clusters Score -768054.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -768060.000000 Penalty: 4477.460938
	Iteration 14Q: 3 clusters Score -768060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -768064.125000 Penalty: 4477.460938
	Iteration 15Q: 3 clusters Score -768064.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -768067.125000 Penalty: 4477.460938
	Iteration 16Q: 3 clusters Score -768067.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -768069.250000 Penalty: 4477.460938
	Iteration 17Q: 3 clusters Score -768069.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -768072.437500 Penalty: 4477.460938
	Iteration 18Q: 3 clusters Score -768072.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -768070.625000 Penalty: 4477.460938
	Iteration 19Q: 3 clusters Score -768070.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -768073.000000 Penalty: 4477.460938
	Iteration 20F: 3 clusters Score -768073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -768074.937500 Penalty: 4477.460938
	Iteration 21Q: 3 clusters Score -768074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -768075.062500 Penalty: 4477.460938
	Iteration 22Q: 3 clusters Score -768075.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -768074.500000 Penalty: 4477.460938
	Iteration 23Q: 3 clusters Score -768074.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -768075.875000 Penalty: 4477.460938
	Iteration 24Q: 3 clusters Score -768075.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -768077.187500 Penalty: 4477.460938
	Iteration 25Q: 3 clusters Score -768077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -768076.625000 Penalty: 4477.460938
	Iteration 26Q: 3 clusters Score -768076.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -768076.687500 Penalty: 4477.460938
	Iteration 27Q: 3 clusters Score -768076.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -768076.625000 Penalty: 4477.460938
	Iteration 28Q: 3 clusters Score -768076.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -768075.625000 Penalty: 4477.460938
	Iteration 29Q: 3 clusters Score -768075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -768077.500000 Penalty: 4477.460938
	Iteration 30Q: 3 clusters Score -768077.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -768078.187500 Penalty: 4477.460938
	Iteration 31Q: 3 clusters Score -768078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -768076.375000 Penalty: 4477.460938
	Iteration 32Q: 3 clusters Score -768076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -768078.062500 Penalty: 4477.460938
	Iteration 33Q: 3 clusters Score -768078.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -768078.500000 Penalty: 4477.460938
	Iteration 34Q: 3 clusters Score -768078.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -768080.062500 Penalty: 4477.460938
	Iteration 35Q: 3 clusters Score -768080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -768078.812500 Penalty: 4477.460938
	Iteration 36Q: 3 clusters Score -768078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -768079.500000 Penalty: 4477.460938
	Iteration 37Q: 3 clusters Score -768079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -768078.625000 Penalty: 4477.460938
	Iteration 38Q: 3 clusters Score -768078.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -768078.625000 Penalty: 4477.460938
	Iteration 39F: 3 clusters Score -768078.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Entering Unmasked Estep 
Score: -871420.062500 Penalty: 2263.943604
	Iteration 0F: 2 clusters Score -871420.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -864188.875000 Penalty: 4527.887207
	Iteration 0F: 3 clusters Score -864188.9 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -866207.562500 Penalty: 4527.887207
	Iteration 1F: 3 clusters Score -866207.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -866470.937500 Penalty: 4527.887207
	Iteration 2F: 3 clusters Score -866470.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -866660.062500 Penalty: 4527.887207
	Iteration 3Q: 3 clusters Score -866660.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -866792.500000 Penalty: 4527.887207
	Iteration 4Q: 3 clusters Score -866792.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -866895.062500 Penalty: 4527.887207
	Iteration 5Q: 3 clusters Score -866895.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -866983.250000 Penalty: 4527.887207
	Iteration 6Q: 3 clusters Score -866983.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -867078.875000 Penalty: 4527.887207
	Iteration 7Q: 3 clusters Score -867078.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -867154.312500 Penalty: 4527.887207
	Iteration 8Q: 3 clusters Score -867154.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -867228.750000 Penalty: 4527.887207
	Iteration 9Q: 3 clusters Score -867228.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -867308.875000 Penalty: 4527.887207
	Iteration 10Q: 3 clusters Score -867308.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -867398.437500 Penalty: 4527.887207
	Iteration 11Q: 3 clusters Score -867398.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -867500.000000 Penalty: 4527.887207
	Iteration 12Q: 3 clusters Score -867500 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -867626.625000 Penalty: 4527.887207
	Iteration 13Q: 3 clusters Score -867626.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -867770.000000 Penalty: 4527.887207
	Iteration 14Q: 3 clusters Score -867770 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -867922.562500 Penalty: 4527.887207
	Iteration 15Q: 3 clusters Score -867922.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -868115.937500 Penalty: 4527.887207
	Iteration 16Q: 3 clusters Score -868115.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -868343.437500 Penalty: 4527.887207
	Iteration 17Q: 3 clusters Score -868343.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -868598.125000 Penalty: 4527.887207
	Iteration 18Q: 3 clusters Score -868598.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -868880.062500 Penalty: 4527.887207
	Iteration 19Q: 3 clusters Score -868880.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -869116.375000 Penalty: 4527.887207
	Iteration 20F: 3 clusters Score -869116.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -869252.437500 Penalty: 4527.887207
	Iteration 21Q: 3 clusters Score -869252.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -869351.687500 Penalty: 4527.887207
	Iteration 22Q: 3 clusters Score -869351.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -869426.437500 Penalty: 4527.887207
	Iteration 23Q: 3 clusters Score -869426.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -869460.375000 Penalty: 4527.887207
	Iteration 24Q: 3 clusters Score -869460.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -869496.812500 Penalty: 4527.887207
	Iteration 25Q: 3 clusters Score -869496.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -869520.312500 Penalty: 4527.887207
	Iteration 26Q: 3 clusters Score -869520.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -869534.812500 Penalty: 4527.887207
	Iteration 27Q: 3 clusters Score -869534.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -869546.750000 Penalty: 4527.887207
	Iteration 28Q: 3 clusters Score -869546.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -869550.562500 Penalty: 4527.887207
	Iteration 29Q: 3 clusters Score -869550.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -869554.562500 Penalty: 4527.887207
	Iteration 30Q: 3 clusters Score -869554.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -869559.562500 Penalty: 4527.887207
	Iteration 31Q: 3 clusters Score -869559.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -869562.687500 Penalty: 4527.887207
	Iteration 32Q: 3 clusters Score -869562.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -869565.187500 Penalty: 4527.887207
	Iteration 33Q: 3 clusters Score -869565.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -869567.250000 Penalty: 4527.887207
	Iteration 34Q: 3 clusters Score -869567.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -869568.250000 Penalty: 4527.887207
	Iteration 35Q: 3 clusters Score -869568.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -869568.000000 Penalty: 4527.887207
	Iteration 36Q: 3 clusters Score -869568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -869567.812500 Penalty: 4527.887207
	Iteration 37Q: 3 clusters Score -869567.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -869569.125000 Penalty: 4527.887207
	Iteration 38Q: 3 clusters Score -869569.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -869569.062500 Penalty: 4527.887207
	Iteration 39Q: 3 clusters Score -869569.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -869571.375000 Penalty: 4527.887207
	Iteration 40F: 3 clusters Score -869571.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -869571.812500 Penalty: 4527.887207
	Iteration 41Q: 3 clusters Score -869571.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -869571.312500 Penalty: 4527.887207
	Iteration 42Q: 3 clusters Score -869571.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -869571.812500 Penalty: 4527.887207
	Iteration 43Q: 3 clusters Score -869571.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -869571.812500 Penalty: 4527.887207
	Iteration 44F: 3 clusters Score -869571.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -177492.828125 Penalty: 1868.356079
	Iteration 0F: 2 clusters Score -177492.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -174932.171875 Penalty: 3736.712158
	Iteration 0F: 3 clusters Score -174932.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -175434.937500 Penalty: 3736.712158
	Iteration 1F: 3 clusters Score -175434.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -175556.843750 Penalty: 3736.712158
	Iteration 2F: 3 clusters Score -175556.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -175607.203125 Penalty: 3736.712158
	Iteration 3Q: 3 clusters Score -175607.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -175633.546875 Penalty: 3736.712158
	Iteration 4Q: 3 clusters Score -175633.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -175649.609375 Penalty: 3736.712158
	Iteration 5Q: 3 clusters Score -175649.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -175667.328125 Penalty: 3736.712158
	Iteration 6Q: 3 clusters Score -175667.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -175677.656250 Penalty: 3736.712158
	Iteration 7Q: 3 clusters Score -175677.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -175684.156250 Penalty: 3736.712158
	Iteration 8Q: 3 clusters Score -175684.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -175690.250000 Penalty: 3736.712158
	Iteration 9Q: 3 clusters Score -175690.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -175697.093750 Penalty: 3736.712158
	Iteration 10Q: 3 clusters Score -175697.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -175706.218750 Penalty: 3736.712158
	Iteration 11Q: 3 clusters Score -175706.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -175713.218750 Penalty: 3736.712158
	Iteration 12Q: 3 clusters Score -175713.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -175718.484375 Penalty: 3736.712158
	Iteration 13Q: 3 clusters Score -175718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -175718.718750 Penalty: 3736.712158
	Iteration 14Q: 3 clusters Score -175718.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -175718.718750 Penalty: 3736.712158
	Iteration 15F: 3 clusters Score -175718.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Entering Unmasked Estep 
Score: -506690.093750 Penalty: 2130.890625
	Iteration 0F: 2 clusters Score -506690.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -501902.062500 Penalty: 4261.781250
	Iteration 0F: 3 clusters Score -501902.1 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -503074.875000 Penalty: 4261.781250
	Iteration 1F: 3 clusters Score -503074.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -503295.156250 Penalty: 4261.781250
	Iteration 2F: 3 clusters Score -503295.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -503439.312500 Penalty: 4261.781250
	Iteration 3Q: 3 clusters Score -503439.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -503555.250000 Penalty: 4261.781250
	Iteration 4Q: 3 clusters Score -503555.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -503649.125000 Penalty: 4261.781250
	Iteration 5Q: 3 clusters Score -503649.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -503727.468750 Penalty: 4261.781250
	Iteration 6Q: 3 clusters Score -503727.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -503793.156250 Penalty: 4261.781250
	Iteration 7Q: 3 clusters Score -503793.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -503852.281250 Penalty: 4261.781250
	Iteration 8Q: 3 clusters Score -503852.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -503917.343750 Penalty: 4261.781250
	Iteration 9Q: 3 clusters Score -503917.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -503991.093750 Penalty: 4261.781250
	Iteration 10Q: 3 clusters Score -503991.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -504051.468750 Penalty: 4261.781250
	Iteration 11Q: 3 clusters Score -504051.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -504124.656250 Penalty: 4261.781250
	Iteration 12Q: 3 clusters Score -504124.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -504192.718750 Penalty: 4261.781250
	Iteration 13Q: 3 clusters Score -504192.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -504256.812500 Penalty: 4261.781250
	Iteration 14Q: 3 clusters Score -504256.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -504313.812500 Penalty: 4261.781250
	Iteration 15Q: 3 clusters Score -504313.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -504366.093750 Penalty: 4261.781250
	Iteration 16Q: 3 clusters Score -504366.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -504411.250000 Penalty: 4261.781250
	Iteration 17Q: 3 clusters Score -504411.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -504458.968750 Penalty: 4261.781250
	Iteration 18Q: 3 clusters Score -504459 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -504496.781250 Penalty: 4261.781250
	Iteration 19Q: 3 clusters Score -504496.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -504546.562500 Penalty: 4261.781250
	Iteration 20F: 3 clusters Score -504546.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -504603.500000 Penalty: 4261.781250
	Iteration 21Q: 3 clusters Score -504603.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -504649.531250 Penalty: 4261.781250
	Iteration 22Q: 3 clusters Score -504649.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -504684.968750 Penalty: 4261.781250
	Iteration 23Q: 3 clusters Score -504685 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -504725.906250 Penalty: 4261.781250
	Iteration 24Q: 3 clusters Score -504725.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -504762.812500 Penalty: 4261.781250
	Iteration 25Q: 3 clusters Score -504762.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -504804.343750 Penalty: 4261.781250
	Iteration 26Q: 3 clusters Score -504804.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -504845.031250 Penalty: 4261.781250
	Iteration 27Q: 3 clusters Score -504845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -504882.968750 Penalty: 4261.781250
	Iteration 28Q: 3 clusters Score -504883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -504911.406250 Penalty: 4261.781250
	Iteration 29Q: 3 clusters Score -504911.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -504942.531250 Penalty: 4261.781250
	Iteration 30Q: 3 clusters Score -504942.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -504975.312500 Penalty: 4261.781250
	Iteration 31Q: 3 clusters Score -504975.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -505006.187500 Penalty: 4261.781250
	Iteration 32Q: 3 clusters Score -505006.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -505060.718750 Penalty: 4261.781250
	Iteration 33Q: 3 clusters Score -505060.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -505111.781250 Penalty: 4261.781250
	Iteration 34Q: 3 clusters Score -505111.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -505151.906250 Penalty: 4261.781250
	Iteration 35Q: 3 clusters Score -505151.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -505190.000000 Penalty: 4261.781250
	Iteration 36Q: 3 clusters Score -505190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -505237.000000 Penalty: 4261.781250
	Iteration 37Q: 3 clusters Score -505237 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -505307.781250 Penalty: 4261.781250
	Iteration 38Q: 3 clusters Score -505307.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -505387.468750 Penalty: 4261.781250
	Iteration 39Q: 3 clusters Score -505387.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -505454.125000 Penalty: 4261.781250
	Iteration 40F: 3 clusters Score -505454.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -505521.750000 Penalty: 4261.781250
	Iteration 41Q: 3 clusters Score -505521.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -505602.687500 Penalty: 4261.781250
	Iteration 42Q: 3 clusters Score -505602.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -505669.875000 Penalty: 4261.781250
	Iteration 43Q: 3 clusters Score -505669.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -505727.625000 Penalty: 4261.781250
	Iteration 44Q: 3 clusters Score -505727.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -505785.093750 Penalty: 4261.781250
	Iteration 45Q: 3 clusters Score -505785.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -505824.281250 Penalty: 4261.781250
	Iteration 46Q: 3 clusters Score -505824.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -505862.093750 Penalty: 4261.781250
	Iteration 47Q: 3 clusters Score -505862.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -505898.968750 Penalty: 4261.781250
	Iteration 48Q: 3 clusters Score -505899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -505931.093750 Penalty: 4261.781250
	Iteration 49Q: 3 clusters Score -505931.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -505957.281250 Penalty: 4261.781250
	Iteration 50Q: 3 clusters Score -505957.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -505989.562500 Penalty: 4261.781250
	Iteration 51Q: 3 clusters Score -505989.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -506006.062500 Penalty: 4261.781250
	Iteration 52Q: 3 clusters Score -506006.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -506026.312500 Penalty: 4261.781250
	Iteration 53Q: 3 clusters Score -506026.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -506039.500000 Penalty: 4261.781250
	Iteration 54Q: 3 clusters Score -506039.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -506049.218750 Penalty: 4261.781250
	Iteration 55Q: 3 clusters Score -506049.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -506053.812500 Penalty: 4261.781250
	Iteration 56Q: 3 clusters Score -506053.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -506055.437500 Penalty: 4261.781250
	Iteration 57Q: 3 clusters Score -506055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -506058.718750 Penalty: 4261.781250
	Iteration 58Q: 3 clusters Score -506058.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -506059.968750 Penalty: 4261.781250
	Iteration 59Q: 3 clusters Score -506060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -506069.437500 Penalty: 4261.781250
	Iteration 60F: 3 clusters Score -506069.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -506079.500000 Penalty: 4261.781250
	Iteration 61Q: 3 clusters Score -506079.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -506083.937500 Penalty: 4261.781250
	Iteration 62Q: 3 clusters Score -506083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -506085.000000 Penalty: 4261.781250
	Iteration 63Q: 3 clusters Score -506085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -506085.750000 Penalty: 4261.781250
	Iteration 64Q: 3 clusters Score -506085.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -506085.656250 Penalty: 4261.781250
	Iteration 65Q: 3 clusters Score -506085.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -506085.656250 Penalty: 4261.781250
	Iteration 66F: 3 clusters Score -506085.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Entering Unmasked Estep 
Score: -480550.687500 Penalty: 2120.219727
	Iteration 0F: 2 clusters Score -480550.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -475910.875000 Penalty: 4240.439453
	Iteration 0F: 3 clusters Score -475910.9 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -477087.750000 Penalty: 4240.439453
	Iteration 1F: 3 clusters Score -477087.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -477317.781250 Penalty: 4240.439453
	Iteration 2F: 3 clusters Score -477317.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -477431.812500 Penalty: 4240.439453
	Iteration 3Q: 3 clusters Score -477431.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -477511.187500 Penalty: 4240.439453
	Iteration 4Q: 3 clusters Score -477511.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -477574.062500 Penalty: 4240.439453
	Iteration 5Q: 3 clusters Score -477574.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -477638.343750 Penalty: 4240.439453
	Iteration 6Q: 3 clusters Score -477638.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -477706.437500 Penalty: 4240.439453
	Iteration 7Q: 3 clusters Score -477706.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -477788.281250 Penalty: 4240.439453
	Iteration 8Q: 3 clusters Score -477788.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -477863.218750 Penalty: 4240.439453
	Iteration 9Q: 3 clusters Score -477863.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -477950.968750 Penalty: 4240.439453
	Iteration 10Q: 3 clusters Score -477951 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -478047.750000 Penalty: 4240.439453
	Iteration 11Q: 3 clusters Score -478047.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -478198.187500 Penalty: 4240.439453
	Iteration 12Q: 3 clusters Score -478198.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -478341.687500 Penalty: 4240.439453
	Iteration 13Q: 3 clusters Score -478341.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -478491.156250 Penalty: 4240.439453
	Iteration 14Q: 3 clusters Score -478491.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -478607.718750 Penalty: 4240.439453
	Iteration 15Q: 3 clusters Score -478607.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -478732.687500 Penalty: 4240.439453
	Iteration 16Q: 3 clusters Score -478732.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -478843.187500 Penalty: 4240.439453
	Iteration 17Q: 3 clusters Score -478843.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -478929.406250 Penalty: 4240.439453
	Iteration 18Q: 3 clusters Score -478929.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -478999.843750 Penalty: 4240.439453
	Iteration 19Q: 3 clusters Score -478999.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -479073.093750 Penalty: 4240.439453
	Iteration 20F: 3 clusters Score -479073.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -479124.281250 Penalty: 4240.439453
	Iteration 21Q: 3 clusters Score -479124.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -479165.875000 Penalty: 4240.439453
	Iteration 22Q: 3 clusters Score -479165.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -479201.250000 Penalty: 4240.439453
	Iteration 23Q: 3 clusters Score -479201.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -479230.625000 Penalty: 4240.439453
	Iteration 24Q: 3 clusters Score -479230.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -479243.468750 Penalty: 4240.439453
	Iteration 25Q: 3 clusters Score -479243.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -479250.500000 Penalty: 4240.439453
	Iteration 26Q: 3 clusters Score -479250.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -479260.593750 Penalty: 4240.439453
	Iteration 27Q: 3 clusters Score -479260.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -479267.437500 Penalty: 4240.439453
	Iteration 28Q: 3 clusters Score -479267.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -479271.468750 Penalty: 4240.439453
	Iteration 29Q: 3 clusters Score -479271.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -479277.531250 Penalty: 4240.439453
	Iteration 30Q: 3 clusters Score -479277.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -479281.093750 Penalty: 4240.439453
	Iteration 31Q: 3 clusters Score -479281.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -479286.937500 Penalty: 4240.439453
	Iteration 32Q: 3 clusters Score -479286.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -479290.343750 Penalty: 4240.439453
	Iteration 33Q: 3 clusters Score -479290.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -479293.250000 Penalty: 4240.439453
	Iteration 34Q: 3 clusters Score -479293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -479293.750000 Penalty: 4240.439453
	Iteration 35Q: 3 clusters Score -479293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -479293.718750 Penalty: 4240.439453
	Iteration 36Q: 3 clusters Score -479293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -479297.250000 Penalty: 4240.439453
	Iteration 37Q: 3 clusters Score -479297.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -479298.906250 Penalty: 4240.439453
	Iteration 38Q: 3 clusters Score -479298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -479299.937500 Penalty: 4240.439453
	Iteration 39Q: 3 clusters Score -479299.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -479299.937500 Penalty: 4240.439453
	Iteration 40F: 3 clusters Score -479299.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Entering Unmasked Estep 
Score: -754277.562500 Penalty: 2230.092529
	Iteration 0F: 2 clusters Score -754277.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -747833.875000 Penalty: 4460.185059
	Iteration 0F: 3 clusters Score -747833.9 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -749561.875000 Penalty: 4460.185059
	Iteration 1F: 3 clusters Score -749561.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -749836.375000 Penalty: 4460.185059
	Iteration 2F: 3 clusters Score -749836.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -750008.375000 Penalty: 4460.185059
	Iteration 3F: 3 clusters Score -750008.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -750127.312500 Penalty: 4460.185059
	Iteration 4Q: 3 clusters Score -750127.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -750198.875000 Penalty: 4460.185059
	Iteration 5Q: 3 clusters Score -750198.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -750249.875000 Penalty: 4460.185059
	Iteration 6Q: 3 clusters Score -750249.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -750291.687500 Penalty: 4460.185059
	Iteration 7Q: 3 clusters Score -750291.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -750321.562500 Penalty: 4460.185059
	Iteration 8Q: 3 clusters Score -750321.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -750346.375000 Penalty: 4460.185059
	Iteration 9Q: 3 clusters Score -750346.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -750369.062500 Penalty: 4460.185059
	Iteration 10Q: 3 clusters Score -750369.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -750390.625000 Penalty: 4460.185059
	Iteration 11Q: 3 clusters Score -750390.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -750412.750000 Penalty: 4460.185059
	Iteration 12Q: 3 clusters Score -750412.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -750432.687500 Penalty: 4460.185059
	Iteration 13Q: 3 clusters Score -750432.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -750453.125000 Penalty: 4460.185059
	Iteration 14Q: 3 clusters Score -750453.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -750475.062500 Penalty: 4460.185059
	Iteration 15Q: 3 clusters Score -750475.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -750495.062500 Penalty: 4460.185059
	Iteration 16Q: 3 clusters Score -750495.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -750520.500000 Penalty: 4460.185059
	Iteration 17Q: 3 clusters Score -750520.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -750540.562500 Penalty: 4460.185059
	Iteration 18Q: 3 clusters Score -750540.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -750564.437500 Penalty: 4460.185059
	Iteration 19Q: 3 clusters Score -750564.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -750588.312500 Penalty: 4460.185059
	Iteration 20F: 3 clusters Score -750588.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -750613.937500 Penalty: 4460.185059
	Iteration 21Q: 3 clusters Score -750613.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -750652.500000 Penalty: 4460.185059
	Iteration 22Q: 3 clusters Score -750652.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -750694.812500 Penalty: 4460.185059
	Iteration 23Q: 3 clusters Score -750694.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -750746.312500 Penalty: 4460.185059
	Iteration 24Q: 3 clusters Score -750746.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -750801.937500 Penalty: 4460.185059
	Iteration 25Q: 3 clusters Score -750801.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -750856.750000 Penalty: 4460.185059
	Iteration 26Q: 3 clusters Score -750856.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -750921.062500 Penalty: 4460.185059
	Iteration 27Q: 3 clusters Score -750921.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -750997.750000 Penalty: 4460.185059
	Iteration 28Q: 3 clusters Score -750997.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -751095.625000 Penalty: 4460.185059
	Iteration 29Q: 3 clusters Score -751095.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -751192.937500 Penalty: 4460.185059
	Iteration 30Q: 3 clusters Score -751192.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -751300.750000 Penalty: 4460.185059
	Iteration 31Q: 3 clusters Score -751300.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -751431.125000 Penalty: 4460.185059
	Iteration 32Q: 3 clusters Score -751431.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -751546.062500 Penalty: 4460.185059
	Iteration 33Q: 3 clusters Score -751546.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -751655.812500 Penalty: 4460.185059
	Iteration 34Q: 3 clusters Score -751655.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -751759.875000 Penalty: 4460.185059
	Iteration 35Q: 3 clusters Score -751759.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -751865.875000 Penalty: 4460.185059
	Iteration 36Q: 3 clusters Score -751865.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -751966.125000 Penalty: 4460.185059
	Iteration 37Q: 3 clusters Score -751966.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -752045.687500 Penalty: 4460.185059
	Iteration 38Q: 3 clusters Score -752045.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -752101.937500 Penalty: 4460.185059
	Iteration 39Q: 3 clusters Score -752101.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -752163.250000 Penalty: 4460.185059
	Iteration 40F: 3 clusters Score -752163.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -752211.062500 Penalty: 4460.185059
	Iteration 41Q: 3 clusters Score -752211.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -752248.187500 Penalty: 4460.185059
	Iteration 42Q: 3 clusters Score -752248.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -752270.437500 Penalty: 4460.185059
	Iteration 43Q: 3 clusters Score -752270.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -752279.000000 Penalty: 4460.185059
	Iteration 44Q: 3 clusters Score -752279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -752290.625000 Penalty: 4460.185059
	Iteration 45Q: 3 clusters Score -752290.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -752298.562500 Penalty: 4460.185059
	Iteration 46Q: 3 clusters Score -752298.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -752312.125000 Penalty: 4460.185059
	Iteration 47Q: 3 clusters Score -752312.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -752324.062500 Penalty: 4460.185059
	Iteration 48Q: 3 clusters Score -752324.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -752334.625000 Penalty: 4460.185059
	Iteration 49Q: 3 clusters Score -752334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -752337.750000 Penalty: 4460.185059
	Iteration 50Q: 3 clusters Score -752337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -752339.812500 Penalty: 4460.185059
	Iteration 51Q: 3 clusters Score -752339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -752341.562500 Penalty: 4460.185059
	Iteration 52Q: 3 clusters Score -752341.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -752340.562500 Penalty: 4460.185059
	Iteration 53Q: 3 clusters Score -752340.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -752340.562500 Penalty: 4460.185059
	Iteration 54F: 3 clusters Score -752340.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102723 members 
Entering Unmasked Estep 
Score: -10122880.000000 Penalty: 2861.868164
	Iteration 0F: 2 clusters Score -1.012288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -10053856.000000 Penalty: 5723.736328
	Iteration 0F: 3 clusters Score -1.005386e+07 nChanged 48604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -10081790.000000 Penalty: 5723.736328
	Iteration 1F: 3 clusters Score -1.008179e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -10082655.000000 Penalty: 5723.736328
	Iteration 2Q: 3 clusters Score -1.008266e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -10084180.000000 Penalty: 5723.736328
	Iteration 3Q: 3 clusters Score -1.008418e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
Score: -10086802.000000 Penalty: 5723.736328
	Iteration 4F: 3 clusters Score -1.00868e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -10091530.000000 Penalty: 5723.736328
	Iteration 5F: 3 clusters Score -1.009153e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
Score: -10098959.000000 Penalty: 5723.736328
	Iteration 6F: 3 clusters Score -1.009896e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 87122 members 
Entering Unmasked Estep 
Score: -10107356.000000 Penalty: 5723.736328
	Iteration 7F: 3 clusters Score -1.010736e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 93774 members 
Entering Unmasked Estep 
Score: -10113650.000000 Penalty: 5723.736328
	Iteration 8F: 3 clusters Score -1.011365e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 97615 members 
Entering Unmasked Estep 
Score: -10116957.000000 Penalty: 5723.736328
	Iteration 9Q: 3 clusters Score -1.011696e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 99636 members 
Entering Unmasked Estep 
Score: -10118431.000000 Penalty: 5723.736328
	Iteration 10Q: 3 clusters Score -1.011843e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 100749 members 
Entering Unmasked Estep 
Score: -10119266.000000 Penalty: 5723.736328
	Iteration 11Q: 3 clusters Score -1.011927e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 101380 members 
Entering Unmasked Estep 
Score: -10119751.000000 Penalty: 5723.736328
	Iteration 12Q: 3 clusters Score -1.011975e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 101688 members 
Entering Unmasked Estep 
Score: -10119980.000000 Penalty: 5723.736328
	Iteration 13Q: 3 clusters Score -1.011998e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 101879 members 
Entering Unmasked Estep 
Score: -10120128.000000 Penalty: 5723.736328
	Iteration 14Q: 3 clusters Score -1.012013e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 102001 members 
Entering Unmasked Estep 
Score: -10120238.000000 Penalty: 5723.736328
	Iteration 15Q: 3 clusters Score -1.012024e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 102078 members 
Entering Unmasked Estep 
Score: -10120270.000000 Penalty: 5723.736328
	Iteration 16Q: 3 clusters Score -1.012027e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 102129 members 
Entering Unmasked Estep 
Score: -10120301.000000 Penalty: 5723.736328
	Iteration 17Q: 3 clusters Score -1.01203e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 102161 members 
Entering Unmasked Estep 
Score: -10120325.000000 Penalty: 5723.736328
	Iteration 18Q: 3 clusters Score -1.012032e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 102182 members 
Entering Unmasked Estep 
Score: -10120339.000000 Penalty: 5723.736328
	Iteration 19Q: 3 clusters Score -1.012034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 102195 members 
Entering Unmasked Estep 
Score: -10120347.000000 Penalty: 5723.736328
	Iteration 20F: 3 clusters Score -1.012035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 102205 members 
Entering Unmasked Estep 
Score: -10120366.000000 Penalty: 5723.736328
	Iteration 21Q: 3 clusters Score -1.012037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 102211 members 
Entering Unmasked Estep 
Score: -10120377.000000 Penalty: 5723.736328
	Iteration 22Q: 3 clusters Score -1.012038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 102215 members 
Entering Unmasked Estep 
Score: -10120381.000000 Penalty: 5723.736328
	Iteration 23Q: 3 clusters Score -1.012038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 102221 members 
Entering Unmasked Estep 
Score: -10120393.000000 Penalty: 5723.736328
	Iteration 24Q: 3 clusters Score -1.012039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 102228 members 
Entering Unmasked Estep 
Score: -10120395.000000 Penalty: 5723.736328
	Iteration 25Q: 3 clusters Score -1.01204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 102231 members 
Entering Unmasked Estep 
Score: -10120395.000000 Penalty: 5723.736328
	Iteration 26Q: 3 clusters Score -1.01204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 102231 members 
Entering Unmasked Estep 
Score: -10120397.000000 Penalty: 5723.736328
	Iteration 27Q: 3 clusters Score -1.01204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 102230 members 
Entering Unmasked Estep 
Score: -10120397.000000 Penalty: 5723.736328
	Iteration 28Q: 3 clusters Score -1.01204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 102232 members 
Entering Unmasked Estep 
Score: -10120401.000000 Penalty: 5723.736328
	Iteration 29Q: 3 clusters Score -1.01204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 102234 members 
Entering Unmasked Estep 
Score: -10120413.000000 Penalty: 5723.736328
	Iteration 30Q: 3 clusters Score -1.012041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 102236 members 
Entering Unmasked Estep 
Score: -10120405.000000 Penalty: 5723.736328
	Iteration 31Q: 3 clusters Score -1.01204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 102241 members 
Entering Unmasked Estep 
Score: -10120407.000000 Penalty: 5723.736328
	Iteration 32Q: 3 clusters Score -1.012041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 102242 members 
Entering Unmasked Estep 
Score: -10120414.000000 Penalty: 5723.736328
	Iteration 33Q: 3 clusters Score -1.012041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 102249 members 
Entering Unmasked Estep 
Score: -10120421.000000 Penalty: 5723.736328
	Iteration 34Q: 3 clusters Score -1.012042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 102258 members 
Entering Unmasked Estep 
Score: -10120447.000000 Penalty: 5723.736328
	Iteration 35Q: 3 clusters Score -1.012045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 102262 members 
Entering Unmasked Estep 
Score: -10120447.000000 Penalty: 5723.736328
	Iteration 36Q: 3 clusters Score -1.012045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 102267 members 
Entering Unmasked Estep 
Score: -10120457.000000 Penalty: 5723.736328
	Iteration 37Q: 3 clusters Score -1.012046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 102270 members 
Entering Unmasked Estep 
Score: -10120456.000000 Penalty: 5723.736328
	Iteration 38Q: 3 clusters Score -1.012046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 102273 members 
Entering Unmasked Estep 
Score: -10120455.000000 Penalty: 5723.736328
	Iteration 39Q: 3 clusters Score -1.012046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 102276 members 
Entering Unmasked Estep 
Score: -10120455.000000 Penalty: 5723.736328
	Iteration 40F: 3 clusters Score -1.012046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 102280 members 
Entering Unmasked Estep 
Score: -10120460.000000 Penalty: 5723.736328
	Iteration 41Q: 3 clusters Score -1.012046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 102283 members 
Entering Unmasked Estep 
Score: -10120457.000000 Penalty: 5723.736328
	Iteration 42Q: 3 clusters Score -1.012046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 102283 members 
Entering Unmasked Estep 
Score: -10120457.000000 Penalty: 5723.736328
	Iteration 43Q: 3 clusters Score -1.012046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 102283 members 
Entering Unmasked Estep 
Score: -10120461.000000 Penalty: 5723.736328
	Iteration 44Q: 3 clusters Score -1.012046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 102286 members 
Entering Unmasked Estep 
Score: -10120461.000000 Penalty: 5723.736328
	Iteration 45Q: 3 clusters Score -1.012046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 102289 members 
Entering Unmasked Estep 
Score: -10120472.000000 Penalty: 5723.736328
	Iteration 46Q: 3 clusters Score -1.012047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 102289 members 
Entering Unmasked Estep 
Score: -10120482.000000 Penalty: 5723.736328
	Iteration 47Q: 3 clusters Score -1.012048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 102290 members 
Entering Unmasked Estep 
Score: -10120480.000000 Penalty: 5723.736328
	Iteration 48Q: 3 clusters Score -1.012048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 102292 members 
Entering Unmasked Estep 
Score: -10120477.000000 Penalty: 5723.736328
	Iteration 49Q: 3 clusters Score -1.012048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 102293 members 
Entering Unmasked Estep 
Score: -10120484.000000 Penalty: 5723.736328
	Iteration 50Q: 3 clusters Score -1.012048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 102292 members 
Entering Unmasked Estep 
Score: -10120482.000000 Penalty: 5723.736328
	Iteration 51Q: 3 clusters Score -1.012048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 102292 members 
Entering Unmasked Estep 
Score: -10120482.000000 Penalty: 5723.736328
	Iteration 52F: 3 clusters Score -1.012048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Entering Unmasked Estep 
Score: -498556.843750 Penalty: 2132.312988
	Iteration 0F: 2 clusters Score -498556.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -493891.843750 Penalty: 4264.625977
	Iteration 0F: 3 clusters Score -493891.8 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -495223.718750 Penalty: 4264.625977
	Iteration 1F: 3 clusters Score -495223.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -495500.593750 Penalty: 4264.625977
	Iteration 2F: 3 clusters Score -495500.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -495682.156250 Penalty: 4264.625977
	Iteration 3F: 3 clusters Score -495682.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -495847.062500 Penalty: 4264.625977
	Iteration 4Q: 3 clusters Score -495847.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -496003.156250 Penalty: 4264.625977
	Iteration 5Q: 3 clusters Score -496003.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -496172.750000 Penalty: 4264.625977
	Iteration 6Q: 3 clusters Score -496172.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -496380.750000 Penalty: 4264.625977
	Iteration 7Q: 3 clusters Score -496380.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -496627.625000 Penalty: 4264.625977
	Iteration 8Q: 3 clusters Score -496627.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -496900.531250 Penalty: 4264.625977
	Iteration 9Q: 3 clusters Score -496900.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -497170.531250 Penalty: 4264.625977
	Iteration 10Q: 3 clusters Score -497170.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -497358.937500 Penalty: 4264.625977
	Iteration 11Q: 3 clusters Score -497358.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -497473.625000 Penalty: 4264.625977
	Iteration 12Q: 3 clusters Score -497473.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -497534.656250 Penalty: 4264.625977
	Iteration 13Q: 3 clusters Score -497534.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -497556.437500 Penalty: 4264.625977
	Iteration 14Q: 3 clusters Score -497556.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -497569.562500 Penalty: 4264.625977
	Iteration 15Q: 3 clusters Score -497569.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -497581.562500 Penalty: 4264.625977
	Iteration 16Q: 3 clusters Score -497581.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -497588.468750 Penalty: 4264.625977
	Iteration 17Q: 3 clusters Score -497588.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -497594.375000 Penalty: 4264.625977
	Iteration 18Q: 3 clusters Score -497594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -497597.781250 Penalty: 4264.625977
	Iteration 19Q: 3 clusters Score -497597.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -497599.468750 Penalty: 4264.625977
	Iteration 20F: 3 clusters Score -497599.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -497604.125000 Penalty: 4264.625977
	Iteration 21Q: 3 clusters Score -497604.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -497605.968750 Penalty: 4264.625977
	Iteration 22Q: 3 clusters Score -497606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -497607.625000 Penalty: 4264.625977
	Iteration 23Q: 3 clusters Score -497607.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -497610.031250 Penalty: 4264.625977
	Iteration 24Q: 3 clusters Score -497610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -497614.125000 Penalty: 4264.625977
	Iteration 25Q: 3 clusters Score -497614.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -497618.187500 Penalty: 4264.625977
	Iteration 26Q: 3 clusters Score -497618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -497619.625000 Penalty: 4264.625977
	Iteration 27Q: 3 clusters Score -497619.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -497623.718750 Penalty: 4264.625977
	Iteration 28Q: 3 clusters Score -497623.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -497631.031250 Penalty: 4264.625977
	Iteration 29Q: 3 clusters Score -497631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -497634.781250 Penalty: 4264.625977
	Iteration 30Q: 3 clusters Score -497634.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -497634.781250 Penalty: 4264.625977
	Iteration 31F: 3 clusters Score -497634.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Entering Unmasked Estep 
Score: -1314778.125000 Penalty: 2363.753418
	Iteration 0F: 2 clusters Score -1314778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1304699.250000 Penalty: 4727.506836
	Iteration 0F: 3 clusters Score -1304699 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1307872.250000 Penalty: 4727.506836
	Iteration 1F: 3 clusters Score -1307872 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1308272.625000 Penalty: 4727.506836
	Iteration 2F: 3 clusters Score -1308273 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1308652.500000 Penalty: 4727.506836
	Iteration 3F: 3 clusters Score -1308652 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1309052.500000 Penalty: 4727.506836
	Iteration 4F: 3 clusters Score -1309052 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1309497.625000 Penalty: 4727.506836
	Iteration 5F: 3 clusters Score -1309498 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1309968.375000 Penalty: 4727.506836
	Iteration 6F: 3 clusters Score -1309968 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1310440.250000 Penalty: 4727.506836
	Iteration 7F: 3 clusters Score -1310440 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1310860.750000 Penalty: 4727.506836
	Iteration 8Q: 3 clusters Score -1310861 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1311231.625000 Penalty: 4727.506836
	Iteration 9Q: 3 clusters Score -1311232 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1311590.000000 Penalty: 4727.506836
	Iteration 10Q: 3 clusters Score -1311590 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1311884.875000 Penalty: 4727.506836
	Iteration 11Q: 3 clusters Score -1311885 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1312143.625000 Penalty: 4727.506836
	Iteration 12Q: 3 clusters Score -1312144 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1312330.125000 Penalty: 4727.506836
	Iteration 13Q: 3 clusters Score -1312330 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1312457.875000 Penalty: 4727.506836
	Iteration 14Q: 3 clusters Score -1312458 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1312575.125000 Penalty: 4727.506836
	Iteration 15Q: 3 clusters Score -1312575 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1312661.000000 Penalty: 4727.506836
	Iteration 16Q: 3 clusters Score -1312661 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1312720.625000 Penalty: 4727.506836
	Iteration 17Q: 3 clusters Score -1312721 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1312778.125000 Penalty: 4727.506836
	Iteration 18Q: 3 clusters Score -1312778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1312808.625000 Penalty: 4727.506836
	Iteration 19Q: 3 clusters Score -1312809 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1312831.250000 Penalty: 4727.506836
	Iteration 20F: 3 clusters Score -1312831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1312849.125000 Penalty: 4727.506836
	Iteration 21Q: 3 clusters Score -1312849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1312859.250000 Penalty: 4727.506836
	Iteration 22Q: 3 clusters Score -1312859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1312868.625000 Penalty: 4727.506836
	Iteration 23Q: 3 clusters Score -1312869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1312868.750000 Penalty: 4727.506836
	Iteration 24Q: 3 clusters Score -1312869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1312866.875000 Penalty: 4727.506836
	Iteration 25Q: 3 clusters Score -1312867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1312869.500000 Penalty: 4727.506836
	Iteration 26Q: 3 clusters Score -1312870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1312870.750000 Penalty: 4727.506836
	Iteration 27Q: 3 clusters Score -1312871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1312870.625000 Penalty: 4727.506836
	Iteration 28Q: 3 clusters Score -1312871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1312873.500000 Penalty: 4727.506836
	Iteration 29Q: 3 clusters Score -1312874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1312873.250000 Penalty: 4727.506836
	Iteration 30Q: 3 clusters Score -1312873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1312876.625000 Penalty: 4727.506836
	Iteration 31Q: 3 clusters Score -1312877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1312874.750000 Penalty: 4727.506836
	Iteration 32Q: 3 clusters Score -1312875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1312875.875000 Penalty: 4727.506836
	Iteration 33Q: 3 clusters Score -1312876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1312874.125000 Penalty: 4727.506836
	Iteration 34Q: 3 clusters Score -1312874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1312879.375000 Penalty: 4727.506836
	Iteration 35Q: 3 clusters Score -1312879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1312885.500000 Penalty: 4727.506836
	Iteration 36Q: 3 clusters Score -1312886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1312889.000000 Penalty: 4727.506836
	Iteration 37Q: 3 clusters Score -1312889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1312887.125000 Penalty: 4727.506836
	Iteration 38Q: 3 clusters Score -1312887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1312890.625000 Penalty: 4727.506836
	Iteration 39Q: 3 clusters Score -1312891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1312892.625000 Penalty: 4727.506836
	Iteration 40F: 3 clusters Score -1312893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1312894.000000 Penalty: 4727.506836
	Iteration 41Q: 3 clusters Score -1312894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1312897.000000 Penalty: 4727.506836
	Iteration 42Q: 3 clusters Score -1312897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1312896.375000 Penalty: 4727.506836
	Iteration 43Q: 3 clusters Score -1312896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1312896.375000 Penalty: 4727.506836
	Iteration 44F: 3 clusters Score -1312896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Entering Unmasked Estep 
Score: -509262.625000 Penalty: 2150.861572
	Iteration 0F: 2 clusters Score -509262.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -504195.218750 Penalty: 4301.723145
	Iteration 0F: 3 clusters Score -504195.2 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -505692.187500 Penalty: 4301.723145
	Iteration 1F: 3 clusters Score -505692.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -506095.562500 Penalty: 4301.723145
	Iteration 2F: 3 clusters Score -506095.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -506435.250000 Penalty: 4301.723145
	Iteration 3F: 3 clusters Score -506435.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -506783.312500 Penalty: 4301.723145
	Iteration 4F: 3 clusters Score -506783.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -507206.593750 Penalty: 4301.723145
	Iteration 5F: 3 clusters Score -507206.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -507703.500000 Penalty: 4301.723145
	Iteration 6F: 3 clusters Score -507703.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -508159.500000 Penalty: 4301.723145
	Iteration 7F: 3 clusters Score -508159.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -508431.875000 Penalty: 4301.723145
	Iteration 8F: 3 clusters Score -508431.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -508581.062500 Penalty: 4301.723145
	Iteration 9Q: 3 clusters Score -508581.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -508645.062500 Penalty: 4301.723145
	Iteration 10Q: 3 clusters Score -508645.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -508685.406250 Penalty: 4301.723145
	Iteration 11Q: 3 clusters Score -508685.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -508700.875000 Penalty: 4301.723145
	Iteration 12Q: 3 clusters Score -508700.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -508711.437500 Penalty: 4301.723145
	Iteration 13Q: 3 clusters Score -508711.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -508715.156250 Penalty: 4301.723145
	Iteration 14Q: 3 clusters Score -508715.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -508715.000000 Penalty: 4301.723145
	Iteration 15Q: 3 clusters Score -508715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -508715.343750 Penalty: 4301.723145
	Iteration 16Q: 3 clusters Score -508715.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -508715.343750 Penalty: 4301.723145
	Iteration 17F: 3 clusters Score -508715.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Entering Unmasked Estep 
Score: -1776128.000000 Penalty: 2434.616699
	Iteration 0F: 2 clusters Score -1776128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1762953.125000 Penalty: 4869.233398
	Iteration 0F: 3 clusters Score -1762953 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1767309.375000 Penalty: 4869.233398
	Iteration 1F: 3 clusters Score -1767309 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1767673.625000 Penalty: 4869.233398
	Iteration 2F: 3 clusters Score -1767674 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1767920.750000 Penalty: 4869.233398
	Iteration 3Q: 3 clusters Score -1767921 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1768149.125000 Penalty: 4869.233398
	Iteration 4Q: 3 clusters Score -1768149 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1768348.500000 Penalty: 4869.233398
	Iteration 5Q: 3 clusters Score -1768348 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1768520.375000 Penalty: 4869.233398
	Iteration 6Q: 3 clusters Score -1768520 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1768711.375000 Penalty: 4869.233398
	Iteration 7Q: 3 clusters Score -1768711 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1768904.875000 Penalty: 4869.233398
	Iteration 8Q: 3 clusters Score -1768905 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1769146.750000 Penalty: 4869.233398
	Iteration 9Q: 3 clusters Score -1769147 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1769430.750000 Penalty: 4869.233398
	Iteration 10Q: 3 clusters Score -1769431 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1769800.750000 Penalty: 4869.233398
	Iteration 11Q: 3 clusters Score -1769801 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1770274.500000 Penalty: 4869.233398
	Iteration 12Q: 3 clusters Score -1770274 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1770871.500000 Penalty: 4869.233398
	Iteration 13F: 3 clusters Score -1770872 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1771536.375000 Penalty: 4869.233398
	Iteration 14Q: 3 clusters Score -1771536 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1772229.750000 Penalty: 4869.233398
	Iteration 15Q: 3 clusters Score -1772230 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1772796.375000 Penalty: 4869.233398
	Iteration 16Q: 3 clusters Score -1772796 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1773258.500000 Penalty: 4869.233398
	Iteration 17Q: 3 clusters Score -1773258 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1773567.875000 Penalty: 4869.233398
	Iteration 18Q: 3 clusters Score -1773568 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1773736.625000 Penalty: 4869.233398
	Iteration 19Q: 3 clusters Score -1773737 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1773841.250000 Penalty: 4869.233398
	Iteration 20F: 3 clusters Score -1773841 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1773911.625000 Penalty: 4869.233398
	Iteration 21Q: 3 clusters Score -1773912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1773952.375000 Penalty: 4869.233398
	Iteration 22Q: 3 clusters Score -1773952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1773981.125000 Penalty: 4869.233398
	Iteration 23Q: 3 clusters Score -1773981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1774008.250000 Penalty: 4869.233398
	Iteration 24Q: 3 clusters Score -1774008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1774031.500000 Penalty: 4869.233398
	Iteration 25Q: 3 clusters Score -1774032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1774043.500000 Penalty: 4869.233398
	Iteration 26Q: 3 clusters Score -1774044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1774057.000000 Penalty: 4869.233398
	Iteration 27Q: 3 clusters Score -1774057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1774061.125000 Penalty: 4869.233398
	Iteration 28Q: 3 clusters Score -1774061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1774071.000000 Penalty: 4869.233398
	Iteration 29Q: 3 clusters Score -1774071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1774075.750000 Penalty: 4869.233398
	Iteration 30Q: 3 clusters Score -1774076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1774079.125000 Penalty: 4869.233398
	Iteration 31Q: 3 clusters Score -1774079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1774081.750000 Penalty: 4869.233398
	Iteration 32Q: 3 clusters Score -1774082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1774085.875000 Penalty: 4869.233398
	Iteration 33Q: 3 clusters Score -1774086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1774086.625000 Penalty: 4869.233398
	Iteration 34Q: 3 clusters Score -1774087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1774086.250000 Penalty: 4869.233398
	Iteration 35Q: 3 clusters Score -1774086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1774089.125000 Penalty: 4869.233398
	Iteration 36Q: 3 clusters Score -1774089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1774089.125000 Penalty: 4869.233398
	Iteration 37F: 3 clusters Score -1774089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Entering Unmasked Estep 
Score: -1057890.250000 Penalty: 2318.177490
	Iteration 0F: 2 clusters Score -1057890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1049258.625000 Penalty: 4636.354980
	Iteration 0F: 3 clusters Score -1049259 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1051908.875000 Penalty: 4636.354980
	Iteration 1F: 3 clusters Score -1051909 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1052282.750000 Penalty: 4636.354980
	Iteration 2F: 3 clusters Score -1052283 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1052622.000000 Penalty: 4636.354980
	Iteration 3F: 3 clusters Score -1052622 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1052934.750000 Penalty: 4636.354980
	Iteration 4F: 3 clusters Score -1052935 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1053267.000000 Penalty: 4636.354980
	Iteration 5Q: 3 clusters Score -1053267 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1053637.250000 Penalty: 4636.354980
	Iteration 6F: 3 clusters Score -1053637 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1054050.625000 Penalty: 4636.354980
	Iteration 7F: 3 clusters Score -1054051 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1054533.250000 Penalty: 4636.354980
	Iteration 8F: 3 clusters Score -1054533 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1055002.000000 Penalty: 4636.354980
	Iteration 9F: 3 clusters Score -1055002 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1055405.375000 Penalty: 4636.354980
	Iteration 10Q: 3 clusters Score -1055405 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1055719.375000 Penalty: 4636.354980
	Iteration 11Q: 3 clusters Score -1055719 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1055940.250000 Penalty: 4636.354980
	Iteration 12Q: 3 clusters Score -1055940 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1056075.750000 Penalty: 4636.354980
	Iteration 13Q: 3 clusters Score -1056076 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1056150.125000 Penalty: 4636.354980
	Iteration 14Q: 3 clusters Score -1056150 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1056216.625000 Penalty: 4636.354980
	Iteration 15Q: 3 clusters Score -1056217 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1056272.750000 Penalty: 4636.354980
	Iteration 16Q: 3 clusters Score -1056273 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1056312.875000 Penalty: 4636.354980
	Iteration 17Q: 3 clusters Score -1056313 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1056334.375000 Penalty: 4636.354980
	Iteration 18Q: 3 clusters Score -1056334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1056353.375000 Penalty: 4636.354980
	Iteration 19Q: 3 clusters Score -1056353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1056360.000000 Penalty: 4636.354980
	Iteration 20F: 3 clusters Score -1056360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1056370.750000 Penalty: 4636.354980
	Iteration 21Q: 3 clusters Score -1056371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1056376.875000 Penalty: 4636.354980
	Iteration 22Q: 3 clusters Score -1056377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1056383.375000 Penalty: 4636.354980
	Iteration 23Q: 3 clusters Score -1056383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1056391.125000 Penalty: 4636.354980
	Iteration 24Q: 3 clusters Score -1056391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1056399.500000 Penalty: 4636.354980
	Iteration 25Q: 3 clusters Score -1056400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1056401.750000 Penalty: 4636.354980
	Iteration 26Q: 3 clusters Score -1056402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1056409.875000 Penalty: 4636.354980
	Iteration 27Q: 3 clusters Score -1056410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1056418.875000 Penalty: 4636.354980
	Iteration 28Q: 3 clusters Score -1056419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1056419.750000 Penalty: 4636.354980
	Iteration 29Q: 3 clusters Score -1056420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1056420.625000 Penalty: 4636.354980
	Iteration 30Q: 3 clusters Score -1056421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1056422.125000 Penalty: 4636.354980
	Iteration 31Q: 3 clusters Score -1056422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1056422.125000 Penalty: 4636.354980
	Iteration 32Q: 3 clusters Score -1056422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1056422.125000 Penalty: 4636.354980
	Iteration 33F: 3 clusters Score -1056422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Entering Unmasked Estep 
Score: -852661.312500 Penalty: 2285.943604
	Iteration 0F: 2 clusters Score -852661.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -845069.750000 Penalty: 4571.887207
	Iteration 0F: 3 clusters Score -845069.8 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -847510.000000 Penalty: 4571.887207
	Iteration 1F: 3 clusters Score -847510 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -847933.625000 Penalty: 4571.887207
	Iteration 2F: 3 clusters Score -847933.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -848373.437500 Penalty: 4571.887207
	Iteration 3F: 3 clusters Score -848373.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -848947.312500 Penalty: 4571.887207
	Iteration 4F: 3 clusters Score -848947.3 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -849541.875000 Penalty: 4571.887207
	Iteration 5F: 3 clusters Score -849541.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -850015.812500 Penalty: 4571.887207
	Iteration 6F: 3 clusters Score -850015.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -850343.000000 Penalty: 4571.887207
	Iteration 7F: 3 clusters Score -850343 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -850575.125000 Penalty: 4571.887207
	Iteration 8Q: 3 clusters Score -850575.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -850738.062500 Penalty: 4571.887207
	Iteration 9Q: 3 clusters Score -850738.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -850858.187500 Penalty: 4571.887207
	Iteration 10Q: 3 clusters Score -850858.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -850959.812500 Penalty: 4571.887207
	Iteration 11Q: 3 clusters Score -850959.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -851029.437500 Penalty: 4571.887207
	Iteration 12Q: 3 clusters Score -851029.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -851082.375000 Penalty: 4571.887207
	Iteration 13Q: 3 clusters Score -851082.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -851117.125000 Penalty: 4571.887207
	Iteration 14Q: 3 clusters Score -851117.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -851138.937500 Penalty: 4571.887207
	Iteration 15Q: 3 clusters Score -851138.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -851154.750000 Penalty: 4571.887207
	Iteration 16Q: 3 clusters Score -851154.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -851162.312500 Penalty: 4571.887207
	Iteration 17Q: 3 clusters Score -851162.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -851174.125000 Penalty: 4571.887207
	Iteration 18Q: 3 clusters Score -851174.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -851182.437500 Penalty: 4571.887207
	Iteration 19Q: 3 clusters Score -851182.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -851187.937500 Penalty: 4571.887207
	Iteration 20F: 3 clusters Score -851187.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -851192.375000 Penalty: 4571.887207
	Iteration 21Q: 3 clusters Score -851192.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -851198.000000 Penalty: 4571.887207
	Iteration 22Q: 3 clusters Score -851198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -851197.000000 Penalty: 4571.887207
	Iteration 23Q: 3 clusters Score -851197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -851195.937500 Penalty: 4571.887207
	Iteration 24Q: 3 clusters Score -851195.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -851196.625000 Penalty: 4571.887207
	Iteration 25Q: 3 clusters Score -851196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -851198.625000 Penalty: 4571.887207
	Iteration 26Q: 3 clusters Score -851198.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -851200.125000 Penalty: 4571.887207
	Iteration 27Q: 3 clusters Score -851200.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -851199.125000 Penalty: 4571.887207
	Iteration 28Q: 3 clusters Score -851199.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -851203.000000 Penalty: 4571.887207
	Iteration 29Q: 3 clusters Score -851203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -851200.937500 Penalty: 4571.887207
	Iteration 30Q: 3 clusters Score -851200.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -851200.875000 Penalty: 4571.887207
	Iteration 31Q: 3 clusters Score -851200.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -851202.125000 Penalty: 4571.887207
	Iteration 32Q: 3 clusters Score -851202.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -851204.625000 Penalty: 4571.887207
	Iteration 33Q: 3 clusters Score -851204.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -851205.312500 Penalty: 4571.887207
	Iteration 34Q: 3 clusters Score -851205.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -851208.000000 Penalty: 4571.887207
	Iteration 35Q: 3 clusters Score -851208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -851210.812500 Penalty: 4571.887207
	Iteration 36Q: 3 clusters Score -851210.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -851213.062500 Penalty: 4571.887207
	Iteration 37Q: 3 clusters Score -851213.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -851211.562500 Penalty: 4571.887207
	Iteration 38Q: 3 clusters Score -851211.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -851216.375000 Penalty: 4571.887207
	Iteration 39Q: 3 clusters Score -851216.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -851217.062500 Penalty: 4571.887207
	Iteration 40F: 3 clusters Score -851217.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -851218.687500 Penalty: 4571.887207
	Iteration 41Q: 3 clusters Score -851218.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -851218.750000 Penalty: 4571.887207
	Iteration 42Q: 3 clusters Score -851218.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -851219.312500 Penalty: 4571.887207
	Iteration 43Q: 3 clusters Score -851219.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -851220.500000 Penalty: 4571.887207
	Iteration 44Q: 3 clusters Score -851220.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -851221.500000 Penalty: 4571.887207
	Iteration 45Q: 3 clusters Score -851221.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -851220.437500 Penalty: 4571.887207
	Iteration 46Q: 3 clusters Score -851220.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -851221.125000 Penalty: 4571.887207
	Iteration 47Q: 3 clusters Score -851221.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -851223.875000 Penalty: 4571.887207
	Iteration 48Q: 3 clusters Score -851223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -851223.375000 Penalty: 4571.887207
	Iteration 49Q: 3 clusters Score -851223.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -851222.562500 Penalty: 4571.887207
	Iteration 50Q: 3 clusters Score -851222.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -851222.562500 Penalty: 4571.887207
	Iteration 51F: 3 clusters Score -851222.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Entering Unmasked Estep 
Score: -953469.875000 Penalty: 2287.979004
	Iteration 0F: 2 clusters Score -953469.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -945721.375000 Penalty: 4575.958008
	Iteration 0F: 3 clusters Score -945721.4 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -948149.812500 Penalty: 4575.958008
	Iteration 1F: 3 clusters Score -948149.8 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -948658.437500 Penalty: 4575.958008
	Iteration 2F: 3 clusters Score -948658.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -949148.312500 Penalty: 4575.958008
	Iteration 3F: 3 clusters Score -949148.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -949714.812500 Penalty: 4575.958008
	Iteration 4F: 3 clusters Score -949714.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -950366.500000 Penalty: 4575.958008
	Iteration 5F: 3 clusters Score -950366.5 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -950988.312500 Penalty: 4575.958008
	Iteration 6F: 3 clusters Score -950988.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -951419.500000 Penalty: 4575.958008
	Iteration 7F: 3 clusters Score -951419.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -951722.937500 Penalty: 4575.958008
	Iteration 8Q: 3 clusters Score -951722.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -951918.625000 Penalty: 4575.958008
	Iteration 9Q: 3 clusters Score -951918.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -952075.312500 Penalty: 4575.958008
	Iteration 10Q: 3 clusters Score -952075.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -952194.500000 Penalty: 4575.958008
	Iteration 11Q: 3 clusters Score -952194.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -952296.125000 Penalty: 4575.958008
	Iteration 12Q: 3 clusters Score -952296.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -952376.062500 Penalty: 4575.958008
	Iteration 13Q: 3 clusters Score -952376.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -952433.687500 Penalty: 4575.958008
	Iteration 14Q: 3 clusters Score -952433.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -952472.500000 Penalty: 4575.958008
	Iteration 15Q: 3 clusters Score -952472.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -952498.250000 Penalty: 4575.958008
	Iteration 16Q: 3 clusters Score -952498.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -952516.937500 Penalty: 4575.958008
	Iteration 17Q: 3 clusters Score -952516.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -952533.125000 Penalty: 4575.958008
	Iteration 18Q: 3 clusters Score -952533.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -952547.500000 Penalty: 4575.958008
	Iteration 19Q: 3 clusters Score -952547.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -952568.000000 Penalty: 4575.958008
	Iteration 20F: 3 clusters Score -952568 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -952584.500000 Penalty: 4575.958008
	Iteration 21Q: 3 clusters Score -952584.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -952595.437500 Penalty: 4575.958008
	Iteration 22Q: 3 clusters Score -952595.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -952601.125000 Penalty: 4575.958008
	Iteration 23Q: 3 clusters Score -952601.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -952606.000000 Penalty: 4575.958008
	Iteration 24Q: 3 clusters Score -952606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -952614.062500 Penalty: 4575.958008
	Iteration 25Q: 3 clusters Score -952614.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -952613.437500 Penalty: 4575.958008
	Iteration 26Q: 3 clusters Score -952613.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -952615.125000 Penalty: 4575.958008
	Iteration 27Q: 3 clusters Score -952615.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -952617.250000 Penalty: 4575.958008
	Iteration 28Q: 3 clusters Score -952617.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -952618.437500 Penalty: 4575.958008
	Iteration 29Q: 3 clusters Score -952618.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -952619.125000 Penalty: 4575.958008
	Iteration 30Q: 3 clusters Score -952619.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -952620.187500 Penalty: 4575.958008
	Iteration 31Q: 3 clusters Score -952620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -952619.250000 Penalty: 4575.958008
	Iteration 32Q: 3 clusters Score -952619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -952619.250000 Penalty: 4575.958008
	Iteration 33F: 3 clusters Score -952619.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Entering Unmasked Estep 
Score: -2460248.500000 Penalty: 2517.324951
	Iteration 0F: 2 clusters Score -2460248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2442562.250000 Penalty: 5034.649902
	Iteration 0F: 3 clusters Score -2442562 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2448856.500000 Penalty: 5034.649902
	Iteration 1F: 3 clusters Score -2448856 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2449401.500000 Penalty: 5034.649902
	Iteration 2F: 3 clusters Score -2449402 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2450121.250000 Penalty: 5034.649902
	Iteration 3F: 3 clusters Score -2450121 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2451086.500000 Penalty: 5034.649902
	Iteration 4F: 3 clusters Score -2451086 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2452444.750000 Penalty: 5034.649902
	Iteration 5F: 3 clusters Score -2452445 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2454071.250000 Penalty: 5034.649902
	Iteration 6F: 3 clusters Score -2454071 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2455653.500000 Penalty: 5034.649902
	Iteration 7F: 3 clusters Score -2455654 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2456821.500000 Penalty: 5034.649902
	Iteration 8Q: 3 clusters Score -2456822 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2457473.500000 Penalty: 5034.649902
	Iteration 9Q: 3 clusters Score -2457474 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2457760.250000 Penalty: 5034.649902
	Iteration 10Q: 3 clusters Score -2457760 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2457924.750000 Penalty: 5034.649902
	Iteration 11Q: 3 clusters Score -2457925 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2458031.500000 Penalty: 5034.649902
	Iteration 12Q: 3 clusters Score -2458032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2458105.500000 Penalty: 5034.649902
	Iteration 13Q: 3 clusters Score -2458106 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2458167.250000 Penalty: 5034.649902
	Iteration 14Q: 3 clusters Score -2458167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2458202.750000 Penalty: 5034.649902
	Iteration 15Q: 3 clusters Score -2458203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2458224.000000 Penalty: 5034.649902
	Iteration 16Q: 3 clusters Score -2458224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2458244.000000 Penalty: 5034.649902
	Iteration 17Q: 3 clusters Score -2458244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2458252.000000 Penalty: 5034.649902
	Iteration 18Q: 3 clusters Score -2458252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2458258.000000 Penalty: 5034.649902
	Iteration 19Q: 3 clusters Score -2458258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2458259.750000 Penalty: 5034.649902
	Iteration 20F: 3 clusters Score -2458260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2458266.000000 Penalty: 5034.649902
	Iteration 21Q: 3 clusters Score -2458266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2458280.250000 Penalty: 5034.649902
	Iteration 22Q: 3 clusters Score -2458280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2458282.250000 Penalty: 5034.649902
	Iteration 23Q: 3 clusters Score -2458282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2458285.250000 Penalty: 5034.649902
	Iteration 24Q: 3 clusters Score -2458285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2458293.500000 Penalty: 5034.649902
	Iteration 25Q: 3 clusters Score -2458294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2458300.000000 Penalty: 5034.649902
	Iteration 26Q: 3 clusters Score -2458300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2458307.750000 Penalty: 5034.649902
	Iteration 27Q: 3 clusters Score -2458308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2458312.500000 Penalty: 5034.649902
	Iteration 28Q: 3 clusters Score -2458312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2458314.750000 Penalty: 5034.649902
	Iteration 29Q: 3 clusters Score -2458315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2458317.250000 Penalty: 5034.649902
	Iteration 30Q: 3 clusters Score -2458317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2458317.250000 Penalty: 5034.649902
	Iteration 31Q: 3 clusters Score -2458317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2458327.000000 Penalty: 5034.649902
	Iteration 32Q: 3 clusters Score -2458327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2458322.000000 Penalty: 5034.649902
	Iteration 33Q: 3 clusters Score -2458322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2458327.250000 Penalty: 5034.649902
	Iteration 34Q: 3 clusters Score -2458327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2458329.000000 Penalty: 5034.649902
	Iteration 35Q: 3 clusters Score -2458329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2458331.500000 Penalty: 5034.649902
	Iteration 36Q: 3 clusters Score -2458332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2458334.500000 Penalty: 5034.649902
	Iteration 37Q: 3 clusters Score -2458334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2458335.000000 Penalty: 5034.649902
	Iteration 38Q: 3 clusters Score -2458335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2458336.500000 Penalty: 5034.649902
	Iteration 39Q: 3 clusters Score -2458336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2458341.500000 Penalty: 5034.649902
	Iteration 40F: 3 clusters Score -2458342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2458343.250000 Penalty: 5034.649902
	Iteration 41Q: 3 clusters Score -2458343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2458346.500000 Penalty: 5034.649902
	Iteration 42Q: 3 clusters Score -2458346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2458349.250000 Penalty: 5034.649902
	Iteration 43Q: 3 clusters Score -2458349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2458354.000000 Penalty: 5034.649902
	Iteration 44Q: 3 clusters Score -2458354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2458360.000000 Penalty: 5034.649902
	Iteration 45Q: 3 clusters Score -2458360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2458364.500000 Penalty: 5034.649902
	Iteration 46Q: 3 clusters Score -2458364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2458361.750000 Penalty: 5034.649902
	Iteration 47Q: 3 clusters Score -2458362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2458361.750000 Penalty: 5034.649902
	Iteration 48F: 3 clusters Score -2458362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Entering Unmasked Estep 
Score: -806465.375000 Penalty: 2250.538086
	Iteration 0F: 2 clusters Score -806465.4 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 4363 members 
Entering Unmasked Estep 
Score: -799642.750000 Penalty: 4501.076172
	Iteration 0F: 3 clusters Score -799642.8 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -801595.875000 Penalty: 4501.076172
	Iteration 1F: 3 clusters Score -801595.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -802010.625000 Penalty: 4501.076172
	Iteration 2F: 3 clusters Score -802010.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -802350.250000 Penalty: 4501.076172
	Iteration 3F: 3 clusters Score -802350.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -802672.937500 Penalty: 4501.076172
	Iteration 4F: 3 clusters Score -802672.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -802985.875000 Penalty: 4501.076172
	Iteration 5F: 3 clusters Score -802985.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -803272.125000 Penalty: 4501.076172
	Iteration 6F: 3 clusters Score -803272.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -803526.500000 Penalty: 4501.076172
	Iteration 7Q: 3 clusters Score -803526.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -803765.187500 Penalty: 4501.076172
	Iteration 8Q: 3 clusters Score -803765.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -803997.187500 Penalty: 4501.076172
	Iteration 9Q: 3 clusters Score -803997.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -804224.562500 Penalty: 4501.076172
	Iteration 10Q: 3 clusters Score -804224.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -804422.187500 Penalty: 4501.076172
	Iteration 11Q: 3 clusters Score -804422.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -804613.437500 Penalty: 4501.076172
	Iteration 12Q: 3 clusters Score -804613.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -804745.250000 Penalty: 4501.076172
	Iteration 13Q: 3 clusters Score -804745.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -804838.937500 Penalty: 4501.076172
	Iteration 14Q: 3 clusters Score -804838.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -804902.687500 Penalty: 4501.076172
	Iteration 15Q: 3 clusters Score -804902.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -804952.687500 Penalty: 4501.076172
	Iteration 16Q: 3 clusters Score -804952.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -804980.750000 Penalty: 4501.076172
	Iteration 17Q: 3 clusters Score -804980.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -805002.000000 Penalty: 4501.076172
	Iteration 18Q: 3 clusters Score -805002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -805020.187500 Penalty: 4501.076172
	Iteration 19Q: 3 clusters Score -805020.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -805029.687500 Penalty: 4501.076172
	Iteration 20F: 3 clusters Score -805029.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -805041.687500 Penalty: 4501.076172
	Iteration 21Q: 3 clusters Score -805041.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -805048.187500 Penalty: 4501.076172
	Iteration 22Q: 3 clusters Score -805048.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -805053.000000 Penalty: 4501.076172
	Iteration 23Q: 3 clusters Score -805053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -805058.250000 Penalty: 4501.076172
	Iteration 24Q: 3 clusters Score -805058.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -805062.312500 Penalty: 4501.076172
	Iteration 25Q: 3 clusters Score -805062.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -805069.375000 Penalty: 4501.076172
	Iteration 26Q: 3 clusters Score -805069.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -805072.750000 Penalty: 4501.076172
	Iteration 27Q: 3 clusters Score -805072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -805074.062500 Penalty: 4501.076172
	Iteration 28Q: 3 clusters Score -805074.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -805075.125000 Penalty: 4501.076172
	Iteration 29Q: 3 clusters Score -805075.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -805075.625000 Penalty: 4501.076172
	Iteration 30Q: 3 clusters Score -805075.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -805076.062500 Penalty: 4501.076172
	Iteration 31Q: 3 clusters Score -805076.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -805076.062500 Penalty: 4501.076172
	Iteration 32Q: 3 clusters Score -805076.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -805077.000000 Penalty: 4501.076172
	Iteration 33Q: 3 clusters Score -805077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -805079.250000 Penalty: 4501.076172
	Iteration 34Q: 3 clusters Score -805079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -805080.500000 Penalty: 4501.076172
	Iteration 35Q: 3 clusters Score -805080.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -805080.000000 Penalty: 4501.076172
	Iteration 36Q: 3 clusters Score -805080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -805081.562500 Penalty: 4501.076172
	Iteration 37Q: 3 clusters Score -805081.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -805080.437500 Penalty: 4501.076172
	Iteration 38Q: 3 clusters Score -805080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -805082.687500 Penalty: 4501.076172
	Iteration 39Q: 3 clusters Score -805082.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -805082.625000 Penalty: 4501.076172
	Iteration 40F: 3 clusters Score -805082.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Entering Unmasked Estep 
Score: -501097.812500 Penalty: 2130.660400
	Iteration 0F: 2 clusters Score -501097.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -496293.750000 Penalty: 4261.320801
	Iteration 0F: 3 clusters Score -496293.8 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -497464.687500 Penalty: 4261.320801
	Iteration 1F: 3 clusters Score -497464.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -497721.593750 Penalty: 4261.320801
	Iteration 2F: 3 clusters Score -497721.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -497865.750000 Penalty: 4261.320801
	Iteration 3F: 3 clusters Score -497865.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -497969.812500 Penalty: 4261.320801
	Iteration 4Q: 3 clusters Score -497969.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -498056.343750 Penalty: 4261.320801
	Iteration 5Q: 3 clusters Score -498056.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -498125.031250 Penalty: 4261.320801
	Iteration 6Q: 3 clusters Score -498125 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -498172.375000 Penalty: 4261.320801
	Iteration 7Q: 3 clusters Score -498172.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -498220.125000 Penalty: 4261.320801
	Iteration 8Q: 3 clusters Score -498220.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -498265.281250 Penalty: 4261.320801
	Iteration 9Q: 3 clusters Score -498265.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -498300.625000 Penalty: 4261.320801
	Iteration 10Q: 3 clusters Score -498300.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -498334.187500 Penalty: 4261.320801
	Iteration 11Q: 3 clusters Score -498334.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -498362.562500 Penalty: 4261.320801
	Iteration 12Q: 3 clusters Score -498362.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -498390.375000 Penalty: 4261.320801
	Iteration 13Q: 3 clusters Score -498390.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -498419.781250 Penalty: 4261.320801
	Iteration 14Q: 3 clusters Score -498419.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -498448.125000 Penalty: 4261.320801
	Iteration 15Q: 3 clusters Score -498448.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -498474.468750 Penalty: 4261.320801
	Iteration 16Q: 3 clusters Score -498474.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -498494.781250 Penalty: 4261.320801
	Iteration 17Q: 3 clusters Score -498494.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -498511.531250 Penalty: 4261.320801
	Iteration 18Q: 3 clusters Score -498511.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -498525.343750 Penalty: 4261.320801
	Iteration 19Q: 3 clusters Score -498525.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -498546.031250 Penalty: 4261.320801
	Iteration 20F: 3 clusters Score -498546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -498563.093750 Penalty: 4261.320801
	Iteration 21Q: 3 clusters Score -498563.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -498578.531250 Penalty: 4261.320801
	Iteration 22Q: 3 clusters Score -498578.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -498591.843750 Penalty: 4261.320801
	Iteration 23Q: 3 clusters Score -498591.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -498611.718750 Penalty: 4261.320801
	Iteration 24Q: 3 clusters Score -498611.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -498626.625000 Penalty: 4261.320801
	Iteration 25Q: 3 clusters Score -498626.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -498640.187500 Penalty: 4261.320801
	Iteration 26Q: 3 clusters Score -498640.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -498654.593750 Penalty: 4261.320801
	Iteration 27Q: 3 clusters Score -498654.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -498670.750000 Penalty: 4261.320801
	Iteration 28Q: 3 clusters Score -498670.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -498685.750000 Penalty: 4261.320801
	Iteration 29Q: 3 clusters Score -498685.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -498698.718750 Penalty: 4261.320801
	Iteration 30Q: 3 clusters Score -498698.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -498710.937500 Penalty: 4261.320801
	Iteration 31Q: 3 clusters Score -498710.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -498728.781250 Penalty: 4261.320801
	Iteration 32Q: 3 clusters Score -498728.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -498751.968750 Penalty: 4261.320801
	Iteration 33Q: 3 clusters Score -498752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -498773.687500 Penalty: 4261.320801
	Iteration 34Q: 3 clusters Score -498773.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -498789.312500 Penalty: 4261.320801
	Iteration 35Q: 3 clusters Score -498789.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -498806.906250 Penalty: 4261.320801
	Iteration 36Q: 3 clusters Score -498806.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -498826.250000 Penalty: 4261.320801
	Iteration 37Q: 3 clusters Score -498826.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -498843.250000 Penalty: 4261.320801
	Iteration 38Q: 3 clusters Score -498843.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -498854.031250 Penalty: 4261.320801
	Iteration 39Q: 3 clusters Score -498854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -498865.500000 Penalty: 4261.320801
	Iteration 40F: 3 clusters Score -498865.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -498880.062500 Penalty: 4261.320801
	Iteration 41Q: 3 clusters Score -498880.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -498893.562500 Penalty: 4261.320801
	Iteration 42Q: 3 clusters Score -498893.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -498906.812500 Penalty: 4261.320801
	Iteration 43Q: 3 clusters Score -498906.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -498918.812500 Penalty: 4261.320801
	Iteration 44Q: 3 clusters Score -498918.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -498931.468750 Penalty: 4261.320801
	Iteration 45Q: 3 clusters Score -498931.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -498943.687500 Penalty: 4261.320801
	Iteration 46Q: 3 clusters Score -498943.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -498960.375000 Penalty: 4261.320801
	Iteration 47Q: 3 clusters Score -498960.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -498981.500000 Penalty: 4261.320801
	Iteration 48Q: 3 clusters Score -498981.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -499001.937500 Penalty: 4261.320801
	Iteration 49Q: 3 clusters Score -499001.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -499018.187500 Penalty: 4261.320801
	Iteration 50Q: 3 clusters Score -499018.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -499028.187500 Penalty: 4261.320801
	Iteration 51Q: 3 clusters Score -499028.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -499034.656250 Penalty: 4261.320801
	Iteration 52Q: 3 clusters Score -499034.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -499039.937500 Penalty: 4261.320801
	Iteration 53Q: 3 clusters Score -499039.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -499043.437500 Penalty: 4261.320801
	Iteration 54Q: 3 clusters Score -499043.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -499046.000000 Penalty: 4261.320801
	Iteration 55Q: 3 clusters Score -499046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -499050.312500 Penalty: 4261.320801
	Iteration 56Q: 3 clusters Score -499050.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -499053.718750 Penalty: 4261.320801
	Iteration 57Q: 3 clusters Score -499053.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -499057.906250 Penalty: 4261.320801
	Iteration 58Q: 3 clusters Score -499057.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -499063.843750 Penalty: 4261.320801
	Iteration 59Q: 3 clusters Score -499063.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -499067.843750 Penalty: 4261.320801
	Iteration 60F: 3 clusters Score -499067.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -499072.500000 Penalty: 4261.320801
	Iteration 61Q: 3 clusters Score -499072.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -499079.687500 Penalty: 4261.320801
	Iteration 62Q: 3 clusters Score -499079.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -499085.218750 Penalty: 4261.320801
	Iteration 63Q: 3 clusters Score -499085.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -499089.437500 Penalty: 4261.320801
	Iteration 64Q: 3 clusters Score -499089.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -499093.843750 Penalty: 4261.320801
	Iteration 65Q: 3 clusters Score -499093.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -499100.343750 Penalty: 4261.320801
	Iteration 66Q: 3 clusters Score -499100.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -499106.656250 Penalty: 4261.320801
	Iteration 67Q: 3 clusters Score -499106.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -499112.562500 Penalty: 4261.320801
	Iteration 68Q: 3 clusters Score -499112.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -499117.718750 Penalty: 4261.320801
	Iteration 69Q: 3 clusters Score -499117.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -499120.687500 Penalty: 4261.320801
	Iteration 70Q: 3 clusters Score -499120.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -499122.656250 Penalty: 4261.320801
	Iteration 71Q: 3 clusters Score -499122.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -499124.437500 Penalty: 4261.320801
	Iteration 72Q: 3 clusters Score -499124.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -499126.718750 Penalty: 4261.320801
	Iteration 73Q: 3 clusters Score -499126.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -499129.218750 Penalty: 4261.320801
	Iteration 74Q: 3 clusters Score -499129.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -499129.937500 Penalty: 4261.320801
	Iteration 75Q: 3 clusters Score -499129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -499131.000000 Penalty: 4261.320801
	Iteration 76Q: 3 clusters Score -499131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -499132.375000 Penalty: 4261.320801
	Iteration 77Q: 3 clusters Score -499132.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -499134.062500 Penalty: 4261.320801
	Iteration 78Q: 3 clusters Score -499134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -499133.843750 Penalty: 4261.320801
	Iteration 79Q: 3 clusters Score -499133.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -499133.843750 Penalty: 4261.320801
	Iteration 80F: 3 clusters Score -499133.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Entering Unmasked Estep 
Score: -841123.062500 Penalty: 2256.181885
	Iteration 0F: 2 clusters Score -841123.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -834200.437500 Penalty: 4512.363770
	Iteration 0F: 3 clusters Score -834200.4 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -836161.187500 Penalty: 4512.363770
	Iteration 1F: 3 clusters Score -836161.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -836414.000000 Penalty: 4512.363770
	Iteration 2F: 3 clusters Score -836414 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -836563.250000 Penalty: 4512.363770
	Iteration 3Q: 3 clusters Score -836563.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -836678.812500 Penalty: 4512.363770
	Iteration 4Q: 3 clusters Score -836678.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -836779.187500 Penalty: 4512.363770
	Iteration 5Q: 3 clusters Score -836779.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -836852.250000 Penalty: 4512.363770
	Iteration 6Q: 3 clusters Score -836852.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -836916.000000 Penalty: 4512.363770
	Iteration 7Q: 3 clusters Score -836916 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -836986.375000 Penalty: 4512.363770
	Iteration 8Q: 3 clusters Score -836986.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -837060.812500 Penalty: 4512.363770
	Iteration 9Q: 3 clusters Score -837060.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -837144.312500 Penalty: 4512.363770
	Iteration 10Q: 3 clusters Score -837144.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -837242.125000 Penalty: 4512.363770
	Iteration 11Q: 3 clusters Score -837242.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -837369.062500 Penalty: 4512.363770
	Iteration 12Q: 3 clusters Score -837369.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -837562.375000 Penalty: 4512.363770
	Iteration 13Q: 3 clusters Score -837562.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -837917.125000 Penalty: 4512.363770
	Iteration 14Q: 3 clusters Score -837917.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -838364.312500 Penalty: 4512.363770
	Iteration 15Q: 3 clusters Score -838364.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -838924.937500 Penalty: 4512.363770
	Iteration 16F: 3 clusters Score -838924.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -839626.125000 Penalty: 4512.363770
	Iteration 17F: 3 clusters Score -839626.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -840435.375000 Penalty: 4512.363770
	Iteration 18F: 3 clusters Score -840435.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -840952.687500 Penalty: 4512.363770
	Iteration 19Q: 3 clusters Score -840952.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -841210.437500 Penalty: 4512.363770
	Iteration 20F: 3 clusters Score -841210.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -841346.125000 Penalty: 4512.363770
	Iteration 21Q: 3 clusters Score -841346.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -841435.625000 Penalty: 4512.363770
	Iteration 22Q: 3 clusters Score -841435.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -841537.875000 Penalty: 4512.363770
	Iteration 23Q: 3 clusters Score -841537.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -841673.375000 Penalty: 4512.363770
	Iteration 24Q: 3 clusters Score -841673.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -841803.250000 Penalty: 4512.363770
	Iteration 25Q: 3 clusters Score -841803.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -841908.937500 Penalty: 4512.363770
	Iteration 26Q: 3 clusters Score -841908.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -841975.250000 Penalty: 4512.363770
	Iteration 27Q: 3 clusters Score -841975.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -842017.125000 Penalty: 4512.363770
	Iteration 28Q: 3 clusters Score -842017.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -842048.000000 Penalty: 4512.363770
	Iteration 29Q: 3 clusters Score -842048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -842069.500000 Penalty: 4512.363770
	Iteration 30Q: 3 clusters Score -842069.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -842085.437500 Penalty: 4512.363770
	Iteration 31Q: 3 clusters Score -842085.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -842094.250000 Penalty: 4512.363770
	Iteration 32Q: 3 clusters Score -842094.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -842100.187500 Penalty: 4512.363770
	Iteration 33Q: 3 clusters Score -842100.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -842108.187500 Penalty: 4512.363770
	Iteration 34Q: 3 clusters Score -842108.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -842108.875000 Penalty: 4512.363770
	Iteration 35Q: 3 clusters Score -842108.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -842110.187500 Penalty: 4512.363770
	Iteration 36Q: 3 clusters Score -842110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -842111.812500 Penalty: 4512.363770
	Iteration 37Q: 3 clusters Score -842111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -842111.750000 Penalty: 4512.363770
	Iteration 38Q: 3 clusters Score -842111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -842111.750000 Penalty: 4512.363770
	Iteration 39Q: 3 clusters Score -842111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -842121.437500 Penalty: 4512.363770
	Iteration 40F: 3 clusters Score -842121.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -842124.750000 Penalty: 4512.363770
	Iteration 41Q: 3 clusters Score -842124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -842127.812500 Penalty: 4512.363770
	Iteration 42Q: 3 clusters Score -842127.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -842127.937500 Penalty: 4512.363770
	Iteration 43Q: 3 clusters Score -842127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -842127.250000 Penalty: 4512.363770
	Iteration 44Q: 3 clusters Score -842127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -842127.812500 Penalty: 4512.363770
	Iteration 45Q: 3 clusters Score -842127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -842127.812500 Penalty: 4512.363770
	Iteration 46F: 3 clusters Score -842127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134601 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230334 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29805 members 
Mstep: Class 6 contains 310143 members 
Mstep: Class 7 contains 97686 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 20930 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 225198 members 
Mstep: Class 12 contains 65386 members 
Mstep: Class 13 contains 21634 members 
Mstep: Class 14 contains 8630 members 
Mstep: Class 15 contains 220702 members 
Mstep: Class 16 contains 8326 members 
Mstep: Class 17 contains 9217 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 5163 members 
Mstep: Class 21 contains 8041 members 
Mstep: Class 22 contains 102723 members 
Mstep: Class 23 contains 5421 members 
Mstep: Class 24 contains 13784 members 
Mstep: Class 25 contains 5842 members 
Mstep: Class 26 contains 18343 members 
Mstep: Class 27 contains 11470 members 
Mstep: Class 28 contains 10072 members 
Mstep: Class 29 contains 10155 members 
Mstep: Class 30 contains 25604 members 
Mstep: Class 31 contains 8732 members 
Mstep: Class 32 contains 5385 members 
Mstep: Class 33 contains 4866 members 
Mstep: Class 34 contains 3567 members 
Mstep: Class 35 contains 4067 members 
Entering Unmasked Estep 
Score: -157700864.000000 Penalty: 124380.453125
Splitting cluster 33 changes total score from -157701152.000000 to -157700864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (3567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Entering Unmasked Estep 
Score: -331838.937500 Penalty: 2028.511230
	Iteration 0F: 2 clusters Score -331838.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -328173.156250 Penalty: 4057.022461
	Iteration 0F: 3 clusters Score -328173.2 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -328956.437500 Penalty: 4057.022461
	Iteration 1F: 3 clusters Score -328956.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -329143.250000 Penalty: 4057.022461
	Iteration 2F: 3 clusters Score -329143.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -329295.375000 Penalty: 4057.022461
	Iteration 3F: 3 clusters Score -329295.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -329432.437500 Penalty: 4057.022461
	Iteration 4F: 3 clusters Score -329432.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -329557.156250 Penalty: 4057.022461
	Iteration 5Q: 3 clusters Score -329557.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -329691.187500 Penalty: 4057.022461
	Iteration 6Q: 3 clusters Score -329691.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -329884.156250 Penalty: 4057.022461
	Iteration 7Q: 3 clusters Score -329884.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -330071.781250 Penalty: 4057.022461
	Iteration 8F: 3 clusters Score -330071.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -330255.281250 Penalty: 4057.022461
	Iteration 9Q: 3 clusters Score -330255.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -330450.968750 Penalty: 4057.022461
	Iteration 10Q: 3 clusters Score -330451 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -330636.687500 Penalty: 4057.022461
	Iteration 11Q: 3 clusters Score -330636.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -330775.937500 Penalty: 4057.022461
	Iteration 12Q: 3 clusters Score -330775.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -330861.750000 Penalty: 4057.022461
	Iteration 13Q: 3 clusters Score -330861.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -330904.187500 Penalty: 4057.022461
	Iteration 14Q: 3 clusters Score -330904.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -330937.812500 Penalty: 4057.022461
	Iteration 15Q: 3 clusters Score -330937.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -330953.500000 Penalty: 4057.022461
	Iteration 16Q: 3 clusters Score -330953.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -330961.375000 Penalty: 4057.022461
	Iteration 17Q: 3 clusters Score -330961.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -330965.593750 Penalty: 4057.022461
	Iteration 18Q: 3 clusters Score -330965.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -330968.781250 Penalty: 4057.022461
	Iteration 19Q: 3 clusters Score -330968.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -330971.531250 Penalty: 4057.022461
	Iteration 20F: 3 clusters Score -330971.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -330972.500000 Penalty: 4057.022461
	Iteration 21Q: 3 clusters Score -330972.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -330973.031250 Penalty: 4057.022461
	Iteration 22Q: 3 clusters Score -330973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -330974.156250 Penalty: 4057.022461
	Iteration 23Q: 3 clusters Score -330974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -330974.531250 Penalty: 4057.022461
	Iteration 24Q: 3 clusters Score -330974.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -330974.531250 Penalty: 4057.022461
	Iteration 25F: 3 clusters Score -330974.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134601 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230334 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29805 members 
Mstep: Class 6 contains 310143 members 
Mstep: Class 7 contains 97686 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 20930 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 225198 members 
Mstep: Class 12 contains 65386 members 
Mstep: Class 13 contains 21634 members 
Mstep: Class 14 contains 8630 members 
Mstep: Class 15 contains 220702 members 
Mstep: Class 16 contains 8326 members 
Mstep: Class 17 contains 9217 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 5163 members 
Mstep: Class 21 contains 8041 members 
Mstep: Class 22 contains 102723 members 
Mstep: Class 23 contains 5421 members 
Mstep: Class 24 contains 13784 members 
Mstep: Class 25 contains 5842 members 
Mstep: Class 26 contains 18343 members 
Mstep: Class 27 contains 11470 members 
Mstep: Class 28 contains 10072 members 
Mstep: Class 29 contains 10155 members 
Mstep: Class 30 contains 25604 members 
Mstep: Class 31 contains 8732 members 
Mstep: Class 32 contains 5385 members 
Mstep: Class 33 contains 8933 members 
Mstep: Class 34 contains 3567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701104.000000 Penalty: 120826.726562
Iteration 239Q: 35 clusters Score -1.577011e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134593 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230335 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29799 members 
Mstep: Class 6 contains 310144 members 
Mstep: Class 7 contains 97687 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 20897 members 
Mstep: Class 10 contains 8277 members 
Mstep: Class 11 contains 225198 members 
Mstep: Class 12 contains 65388 members 
Mstep: Class 13 contains 21636 members 
Mstep: Class 14 contains 8631 members 
Mstep: Class 15 contains 220691 members 
Mstep: Class 16 contains 8325 members 
Mstep: Class 17 contains 9218 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 5162 members 
Mstep: Class 21 contains 8054 members 
Mstep: Class 22 contains 102724 members 
Mstep: Class 23 contains 5421 members 
Mstep: Class 24 contains 13784 members 
Mstep: Class 25 contains 5842 members 
Mstep: Class 26 contains 18342 members 
Mstep: Class 27 contains 11474 members 
Mstep: Class 28 contains 10073 members 
Mstep: Class 29 contains 10153 members 
Mstep: Class 30 contains 25606 members 
Mstep: Class 31 contains 8732 members 
Mstep: Class 32 contains 5409 members 
Mstep: Class 33 contains 8935 members 
Mstep: Class 34 contains 3567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701040.000000 Penalty: 120826.726562
Iteration 240F: 35 clusters Score -1.57701e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134588 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230340 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29793 members 
Mstep: Class 6 contains 310138 members 
Mstep: Class 7 contains 97692 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 20868 members 
Mstep: Class 10 contains 8279 members 
Mstep: Class 11 contains 225188 members 
Mstep: Class 12 contains 65388 members 
Mstep: Class 13 contains 21639 members 
Mstep: Class 14 contains 8631 members 
Mstep: Class 15 contains 220684 members 
Mstep: Class 16 contains 8324 members 
Mstep: Class 17 contains 9218 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 5161 members 
Mstep: Class 21 contains 8066 members 
Mstep: Class 22 contains 102722 members 
Mstep: Class 23 contains 5422 members 
Mstep: Class 24 contains 13785 members 
Mstep: Class 25 contains 5842 members 
Mstep: Class 26 contains 18341 members 
Mstep: Class 27 contains 11481 members 
Mstep: Class 28 contains 10075 members 
Mstep: Class 29 contains 10152 members 
Mstep: Class 30 contains 25612 members 
Mstep: Class 31 contains 8731 members 
Mstep: Class 32 contains 5424 members 
Mstep: Class 33 contains 8943 members 
Mstep: Class 34 contains 3567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701104.000000 Penalty: 120826.726562
Iteration 241Q: 35 clusters Score -1.577011e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134587 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230345 members 
Mstep: Class 4 contains 12656 members 
Mstep: Class 5 contains 29786 members 
Mstep: Class 6 contains 310131 members 
Mstep: Class 7 contains 97696 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 20832 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 225182 members 
Mstep: Class 12 contains 65388 members 
Mstep: Class 13 contains 21643 members 
Mstep: Class 14 contains 8631 members 
Mstep: Class 15 contains 220681 members 
Mstep: Class 16 contains 8327 members 
Mstep: Class 17 contains 9218 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5391 members 
Mstep: Class 20 contains 5161 members 
Mstep: Class 21 contains 8080 members 
Mstep: Class 22 contains 102722 members 
Mstep: Class 23 contains 5427 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5841 members 
Mstep: Class 26 contains 18343 members 
Mstep: Class 27 contains 11485 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 10149 members 
Mstep: Class 30 contains 25612 members 
Mstep: Class 31 contains 8731 members 
Mstep: Class 32 contains 5434 members 
Mstep: Class 33 contains 8946 members 
Mstep: Class 34 contains 3570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701232.000000 Penalty: 120826.726562
Iteration 242Q: 35 clusters Score -1.577012e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134585 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230348 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29782 members 
Mstep: Class 6 contains 310127 members 
Mstep: Class 7 contains 97697 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 20796 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 225180 members 
Mstep: Class 12 contains 65389 members 
Mstep: Class 13 contains 21646 members 
Mstep: Class 14 contains 8631 members 
Mstep: Class 15 contains 220671 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 9220 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5391 members 
Mstep: Class 20 contains 5161 members 
Mstep: Class 21 contains 8096 members 
Mstep: Class 22 contains 102721 members 
Mstep: Class 23 contains 5429 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5840 members 
Mstep: Class 26 contains 18343 members 
Mstep: Class 27 contains 11489 members 
Mstep: Class 28 contains 10085 members 
Mstep: Class 29 contains 10147 members 
Mstep: Class 30 contains 25614 members 
Mstep: Class 31 contains 8733 members 
Mstep: Class 32 contains 5444 members 
Mstep: Class 33 contains 8948 members 
Mstep: Class 34 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701296.000000 Penalty: 120826.726562
Iteration 243Q: 35 clusters Score -1.577013e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134585 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230348 members 
Mstep: Class 4 contains 12656 members 
Mstep: Class 5 contains 29775 members 
Mstep: Class 6 contains 310118 members 
Mstep: Class 7 contains 97698 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 20774 members 
Mstep: Class 10 contains 8287 members 
Mstep: Class 11 contains 225178 members 
Mstep: Class 12 contains 65389 members 
Mstep: Class 13 contains 21649 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 220661 members 
Mstep: Class 16 contains 8333 members 
Mstep: Class 17 contains 9219 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5391 members 
Mstep: Class 20 contains 5162 members 
Mstep: Class 21 contains 8108 members 
Mstep: Class 22 contains 102720 members 
Mstep: Class 23 contains 5431 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5839 members 
Mstep: Class 26 contains 18343 members 
Mstep: Class 27 contains 11493 members 
Mstep: Class 28 contains 10087 members 
Mstep: Class 29 contains 10148 members 
Mstep: Class 30 contains 25614 members 
Mstep: Class 31 contains 8735 members 
Mstep: Class 32 contains 5457 members 
Mstep: Class 33 contains 8954 members 
Mstep: Class 34 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701344.000000 Penalty: 120826.726562
Iteration 244Q: 35 clusters Score -1.577013e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134583 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230353 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29766 members 
Mstep: Class 6 contains 310112 members 
Mstep: Class 7 contains 97701 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 20744 members 
Mstep: Class 10 contains 8292 members 
Mstep: Class 11 contains 225173 members 
Mstep: Class 12 contains 65388 members 
Mstep: Class 13 contains 21653 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 220652 members 
Mstep: Class 16 contains 8335 members 
Mstep: Class 17 contains 9220 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5391 members 
Mstep: Class 20 contains 5162 members 
Mstep: Class 21 contains 8120 members 
Mstep: Class 22 contains 102720 members 
Mstep: Class 23 contains 5439 members 
Mstep: Class 24 contains 13785 members 
Mstep: Class 25 contains 5840 members 
Mstep: Class 26 contains 18343 members 
Mstep: Class 27 contains 11501 members 
Mstep: Class 28 contains 10091 members 
Mstep: Class 29 contains 10148 members 
Mstep: Class 30 contains 25617 members 
Mstep: Class 31 contains 8734 members 
Mstep: Class 32 contains 5463 members 
Mstep: Class 33 contains 8955 members 
Mstep: Class 34 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701328.000000 Penalty: 120826.726562
Iteration 245Q: 35 clusters Score -1.577013e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134582 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29764 members 
Mstep: Class 6 contains 310108 members 
Mstep: Class 7 contains 97703 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 20710 members 
Mstep: Class 10 contains 8296 members 
Mstep: Class 11 contains 225171 members 
Mstep: Class 12 contains 65387 members 
Mstep: Class 13 contains 21653 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 220649 members 
Mstep: Class 16 contains 8337 members 
Mstep: Class 17 contains 9220 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5392 members 
Mstep: Class 20 contains 5164 members 
Mstep: Class 21 contains 8132 members 
Mstep: Class 22 contains 102720 members 
Mstep: Class 23 contains 5445 members 
Mstep: Class 24 contains 13787 members 
Mstep: Class 25 contains 5838 members 
Mstep: Class 26 contains 18343 members 
Mstep: Class 27 contains 11507 members 
Mstep: Class 28 contains 10096 members 
Mstep: Class 29 contains 10148 members 
Mstep: Class 30 contains 25616 members 
Mstep: Class 31 contains 8733 members 
Mstep: Class 32 contains 5472 members 
Mstep: Class 33 contains 8957 members 
Mstep: Class 34 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701344.000000 Penalty: 120826.726562
Iteration 246Q: 35 clusters Score -1.577013e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134575 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29763 members 
Mstep: Class 6 contains 310094 members 
Mstep: Class 7 contains 97711 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 20691 members 
Mstep: Class 10 contains 8299 members 
Mstep: Class 11 contains 225170 members 
Mstep: Class 12 contains 65387 members 
Mstep: Class 13 contains 21657 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 220645 members 
Mstep: Class 16 contains 8336 members 
Mstep: Class 17 contains 9224 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5392 members 
Mstep: Class 20 contains 5166 members 
Mstep: Class 21 contains 8143 members 
Mstep: Class 22 contains 102718 members 
Mstep: Class 23 contains 5446 members 
Mstep: Class 24 contains 13787 members 
Mstep: Class 25 contains 5838 members 
Mstep: Class 26 contains 18343 members 
Mstep: Class 27 contains 11514 members 
Mstep: Class 28 contains 10100 members 
Mstep: Class 29 contains 10144 members 
Mstep: Class 30 contains 25620 members 
Mstep: Class 31 contains 8734 members 
Mstep: Class 32 contains 5479 members 
Mstep: Class 33 contains 8954 members 
Mstep: Class 34 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701504.000000 Penalty: 120826.726562
Iteration 247Q: 35 clusters Score -1.577015e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134572 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29759 members 
Mstep: Class 6 contains 310088 members 
Mstep: Class 7 contains 97715 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 20659 members 
Mstep: Class 10 contains 8301 members 
Mstep: Class 11 contains 225167 members 
Mstep: Class 12 contains 65387 members 
Mstep: Class 13 contains 21657 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 220643 members 
Mstep: Class 16 contains 8335 members 
Mstep: Class 17 contains 9224 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5392 members 
Mstep: Class 20 contains 5168 members 
Mstep: Class 21 contains 8153 members 
Mstep: Class 22 contains 102717 members 
Mstep: Class 23 contains 5452 members 
Mstep: Class 24 contains 13787 members 
Mstep: Class 25 contains 5838 members 
Mstep: Class 26 contains 18343 members 
Mstep: Class 27 contains 11523 members 
Mstep: Class 28 contains 10111 members 
Mstep: Class 29 contains 10144 members 
Mstep: Class 30 contains 25622 members 
Mstep: Class 31 contains 8735 members 
Mstep: Class 32 contains 5481 members 
Mstep: Class 33 contains 8956 members 
Mstep: Class 34 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701360.000000 Penalty: 120826.726562
Iteration 248Q: 35 clusters Score -1.577014e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134571 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230354 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29752 members 
Mstep: Class 6 contains 310091 members 
Mstep: Class 7 contains 97722 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20627 members 
Mstep: Class 10 contains 8302 members 
Mstep: Class 11 contains 225164 members 
Mstep: Class 12 contains 65388 members 
Mstep: Class 13 contains 21659 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 220635 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 9227 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5393 members 
Mstep: Class 20 contains 5169 members 
Mstep: Class 21 contains 8161 members 
Mstep: Class 22 contains 102716 members 
Mstep: Class 23 contains 5455 members 
Mstep: Class 24 contains 13789 members 
Mstep: Class 25 contains 5838 members 
Mstep: Class 26 contains 18343 members 
Mstep: Class 27 contains 11523 members 
Mstep: Class 28 contains 10117 members 
Mstep: Class 29 contains 10141 members 
Mstep: Class 30 contains 25622 members 
Mstep: Class 31 contains 8736 members 
Mstep: Class 32 contains 5489 members 
Mstep: Class 33 contains 8960 members 
Mstep: Class 34 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701328.000000 Penalty: 120826.726562
Iteration 249Q: 35 clusters Score -1.577013e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134570 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29741 members 
Mstep: Class 6 contains 310090 members 
Mstep: Class 7 contains 97722 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20604 members 
Mstep: Class 10 contains 8308 members 
Mstep: Class 11 contains 225161 members 
Mstep: Class 12 contains 65388 members 
Mstep: Class 13 contains 21658 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 220633 members 
Mstep: Class 16 contains 8333 members 
Mstep: Class 17 contains 9228 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5394 members 
Mstep: Class 20 contains 5169 members 
Mstep: Class 21 contains 8169 members 
Mstep: Class 22 contains 102717 members 
Mstep: Class 23 contains 5456 members 
Mstep: Class 24 contains 13791 members 
Mstep: Class 25 contains 5838 members 
Mstep: Class 26 contains 18343 members 
Mstep: Class 27 contains 11525 members 
Mstep: Class 28 contains 10121 members 
Mstep: Class 29 contains 10140 members 
Mstep: Class 30 contains 25622 members 
Mstep: Class 31 contains 8738 members 
Mstep: Class 32 contains 5500 members 
Mstep: Class 33 contains 8961 members 
Mstep: Class 34 contains 3574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701424.000000 Penalty: 120826.726562
Iteration 250Q: 35 clusters Score -1.577014e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134567 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29735 members 
Mstep: Class 6 contains 310091 members 
Mstep: Class 7 contains 97724 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20580 members 
Mstep: Class 10 contains 8314 members 
Mstep: Class 11 contains 225161 members 
Mstep: Class 12 contains 65387 members 
Mstep: Class 13 contains 21662 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 220631 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 9229 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5395 members 
Mstep: Class 20 contains 5169 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 102715 members 
Mstep: Class 23 contains 5456 members 
Mstep: Class 24 contains 13790 members 
Mstep: Class 25 contains 5836 members 
Mstep: Class 26 contains 18342 members 
Mstep: Class 27 contains 11525 members 
Mstep: Class 28 contains 10122 members 
Mstep: Class 29 contains 10139 members 
Mstep: Class 30 contains 25627 members 
Mstep: Class 31 contains 8737 members 
Mstep: Class 32 contains 5510 members 
Mstep: Class 33 contains 8963 members 
Mstep: Class 34 contains 3574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701488.000000 Penalty: 120826.726562
Iteration 251Q: 35 clusters Score -1.577015e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134563 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230360 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29732 members 
Mstep: Class 6 contains 310081 members 
Mstep: Class 7 contains 97728 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20544 members 
Mstep: Class 10 contains 8316 members 
Mstep: Class 11 contains 225160 members 
Mstep: Class 12 contains 65387 members 
Mstep: Class 13 contains 21667 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 220632 members 
Mstep: Class 16 contains 8333 members 
Mstep: Class 17 contains 9229 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5395 members 
Mstep: Class 20 contains 5169 members 
Mstep: Class 21 contains 8189 members 
Mstep: Class 22 contains 102714 members 
Mstep: Class 23 contains 5459 members 
Mstep: Class 24 contains 13791 members 
Mstep: Class 25 contains 5836 members 
Mstep: Class 26 contains 18342 members 
Mstep: Class 27 contains 11528 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 10139 members 
Mstep: Class 30 contains 25631 members 
Mstep: Class 31 contains 8738 members 
Mstep: Class 32 contains 5523 members 
Mstep: Class 33 contains 8967 members 
Mstep: Class 34 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701584.000000 Penalty: 120826.726562
Iteration 252Q: 35 clusters Score -1.577016e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134560 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230361 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29728 members 
Mstep: Class 6 contains 310077 members 
Mstep: Class 7 contains 97733 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20521 members 
Mstep: Class 10 contains 8319 members 
Mstep: Class 11 contains 225162 members 
Mstep: Class 12 contains 65387 members 
Mstep: Class 13 contains 21665 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 220630 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 9230 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5396 members 
Mstep: Class 20 contains 5170 members 
Mstep: Class 21 contains 8195 members 
Mstep: Class 22 contains 102711 members 
Mstep: Class 23 contains 5461 members 
Mstep: Class 24 contains 13792 members 
Mstep: Class 25 contains 5836 members 
Mstep: Class 26 contains 18343 members 
Mstep: Class 27 contains 11531 members 
Mstep: Class 28 contains 10124 members 
Mstep: Class 29 contains 10137 members 
Mstep: Class 30 contains 25628 members 
Mstep: Class 31 contains 8739 members 
Mstep: Class 32 contains 5537 members 
Mstep: Class 33 contains 8971 members 
Mstep: Class 34 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701616.000000 Penalty: 120826.726562
Iteration 253Q: 35 clusters Score -1.577016e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134559 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230360 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29723 members 
Mstep: Class 6 contains 310065 members 
Mstep: Class 7 contains 97742 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20502 members 
Mstep: Class 10 contains 8322 members 
Mstep: Class 11 contains 225164 members 
Mstep: Class 12 contains 65387 members 
Mstep: Class 13 contains 21665 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 220625 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5396 members 
Mstep: Class 20 contains 5169 members 
Mstep: Class 21 contains 8203 members 
Mstep: Class 22 contains 102711 members 
Mstep: Class 23 contains 5462 members 
Mstep: Class 24 contains 13793 members 
Mstep: Class 25 contains 5835 members 
Mstep: Class 26 contains 18342 members 
Mstep: Class 27 contains 11535 members 
Mstep: Class 28 contains 10123 members 
Mstep: Class 29 contains 10135 members 
Mstep: Class 30 contains 25627 members 
Mstep: Class 31 contains 8740 members 
Mstep: Class 32 contains 5544 members 
Mstep: Class 33 contains 8983 members 
Mstep: Class 34 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701712.000000 Penalty: 120826.726562
Iteration 254Q: 35 clusters Score -1.577017e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134559 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230359 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29719 members 
Mstep: Class 6 contains 310068 members 
Mstep: Class 7 contains 97751 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20466 members 
Mstep: Class 10 contains 8327 members 
Mstep: Class 11 contains 225163 members 
Mstep: Class 12 contains 65387 members 
Mstep: Class 13 contains 21664 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 220628 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5397 members 
Mstep: Class 20 contains 5169 members 
Mstep: Class 21 contains 8213 members 
Mstep: Class 22 contains 102710 members 
Mstep: Class 23 contains 5467 members 
Mstep: Class 24 contains 13794 members 
Mstep: Class 25 contains 5834 members 
Mstep: Class 26 contains 18339 members 
Mstep: Class 27 contains 11535 members 
Mstep: Class 28 contains 10121 members 
Mstep: Class 29 contains 10134 members 
Mstep: Class 30 contains 25627 members 
Mstep: Class 31 contains 8742 members 
Mstep: Class 32 contains 5552 members 
Mstep: Class 33 contains 8990 members 
Mstep: Class 34 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701648.000000 Penalty: 120826.726562
Iteration 255Q: 35 clusters Score -1.577016e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134555 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230359 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29717 members 
Mstep: Class 6 contains 310065 members 
Mstep: Class 7 contains 97761 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20433 members 
Mstep: Class 10 contains 8331 members 
Mstep: Class 11 contains 225163 members 
Mstep: Class 12 contains 65389 members 
Mstep: Class 13 contains 21667 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 220622 members 
Mstep: Class 16 contains 8329 members 
Mstep: Class 17 contains 9233 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5396 members 
Mstep: Class 20 contains 5169 members 
Mstep: Class 21 contains 8217 members 
Mstep: Class 22 contains 102709 members 
Mstep: Class 23 contains 5472 members 
Mstep: Class 24 contains 13794 members 
Mstep: Class 25 contains 5834 members 
Mstep: Class 26 contains 18338 members 
Mstep: Class 27 contains 11538 members 
Mstep: Class 28 contains 10121 members 
Mstep: Class 29 contains 10133 members 
Mstep: Class 30 contains 25629 members 
Mstep: Class 31 contains 8743 members 
Mstep: Class 32 contains 5562 members 
Mstep: Class 33 contains 8998 members 
Mstep: Class 34 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701728.000000 Penalty: 120826.726562
Iteration 256Q: 35 clusters Score -1.577017e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134554 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29715 members 
Mstep: Class 6 contains 310070 members 
Mstep: Class 7 contains 97761 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20390 members 
Mstep: Class 10 contains 8334 members 
Mstep: Class 11 contains 225161 members 
Mstep: Class 12 contains 65389 members 
Mstep: Class 13 contains 21666 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 220615 members 
Mstep: Class 16 contains 8329 members 
Mstep: Class 17 contains 9235 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5396 members 
Mstep: Class 20 contains 5169 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 102709 members 
Mstep: Class 23 contains 5477 members 
Mstep: Class 24 contains 13794 members 
Mstep: Class 25 contains 5834 members 
Mstep: Class 26 contains 18338 members 
Mstep: Class 27 contains 11544 members 
Mstep: Class 28 contains 10124 members 
Mstep: Class 29 contains 10133 members 
Mstep: Class 30 contains 25632 members 
Mstep: Class 31 contains 8745 members 
Mstep: Class 32 contains 5577 members 
Mstep: Class 33 contains 9000 members 
Mstep: Class 34 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701824.000000 Penalty: 120826.726562
Iteration 257Q: 35 clusters Score -1.577018e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134551 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29712 members 
Mstep: Class 6 contains 310074 members 
Mstep: Class 7 contains 97761 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20361 members 
Mstep: Class 10 contains 8336 members 
Mstep: Class 11 contains 225153 members 
Mstep: Class 12 contains 65390 members 
Mstep: Class 13 contains 21665 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 220612 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 9234 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5397 members 
Mstep: Class 20 contains 5169 members 
Mstep: Class 21 contains 8246 members 
Mstep: Class 22 contains 102708 members 
Mstep: Class 23 contains 5481 members 
Mstep: Class 24 contains 13793 members 
Mstep: Class 25 contains 5834 members 
Mstep: Class 26 contains 18338 members 
Mstep: Class 27 contains 11547 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 10132 members 
Mstep: Class 30 contains 25638 members 
Mstep: Class 31 contains 8747 members 
Mstep: Class 32 contains 5596 members 
Mstep: Class 33 contains 8996 members 
Mstep: Class 34 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701600.000000 Penalty: 120826.726562
Iteration 258Q: 35 clusters Score -1.577016e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134547 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230356 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29711 members 
Mstep: Class 6 contains 310068 members 
Mstep: Class 7 contains 97763 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20337 members 
Mstep: Class 10 contains 8337 members 
Mstep: Class 11 contains 225151 members 
Mstep: Class 12 contains 65391 members 
Mstep: Class 13 contains 21662 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 220606 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 9235 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5398 members 
Mstep: Class 20 contains 5170 members 
Mstep: Class 21 contains 8260 members 
Mstep: Class 22 contains 102707 members 
Mstep: Class 23 contains 5485 members 
Mstep: Class 24 contains 13790 members 
Mstep: Class 25 contains 5833 members 
Mstep: Class 26 contains 18338 members 
Mstep: Class 27 contains 11551 members 
Mstep: Class 28 contains 10120 members 
Mstep: Class 29 contains 10131 members 
Mstep: Class 30 contains 25643 members 
Mstep: Class 31 contains 8747 members 
Mstep: Class 32 contains 5608 members 
Mstep: Class 33 contains 9000 members 
Mstep: Class 34 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701696.000000 Penalty: 120826.726562
Iteration 259Q: 35 clusters Score -1.577017e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134543 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230355 members 
Mstep: Class 4 contains 12657 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 310063 members 
Mstep: Class 7 contains 97763 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20312 members 
Mstep: Class 10 contains 8343 members 
Mstep: Class 11 contains 225147 members 
Mstep: Class 12 contains 65392 members 
Mstep: Class 13 contains 21662 members 
Mstep: Class 14 contains 8636 members 
Mstep: Class 15 contains 220603 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 9235 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5398 members 
Mstep: Class 20 contains 5171 members 
Mstep: Class 21 contains 8270 members 
Mstep: Class 22 contains 102705 members 
Mstep: Class 23 contains 5490 members 
Mstep: Class 24 contains 13791 members 
Mstep: Class 25 contains 5833 members 
Mstep: Class 26 contains 18338 members 
Mstep: Class 27 contains 11552 members 
Mstep: Class 28 contains 10122 members 
Mstep: Class 29 contains 10128 members 
Mstep: Class 30 contains 25645 members 
Mstep: Class 31 contains 8747 members 
Mstep: Class 32 contains 5615 members 
Mstep: Class 33 contains 9011 members 
Mstep: Class 34 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701744.000000 Penalty: 120826.726562
Iteration 260F: 35 clusters Score -1.577017e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134542 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230356 members 
Mstep: Class 4 contains 12656 members 
Mstep: Class 5 contains 29701 members 
Mstep: Class 6 contains 310060 members 
Mstep: Class 7 contains 97764 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20290 members 
Mstep: Class 10 contains 8349 members 
Mstep: Class 11 contains 225146 members 
Mstep: Class 12 contains 65393 members 
Mstep: Class 13 contains 21664 members 
Mstep: Class 14 contains 8637 members 
Mstep: Class 15 contains 220602 members 
Mstep: Class 16 contains 8333 members 
Mstep: Class 17 contains 9234 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5399 members 
Mstep: Class 20 contains 5173 members 
Mstep: Class 21 contains 8282 members 
Mstep: Class 22 contains 102705 members 
Mstep: Class 23 contains 5493 members 
Mstep: Class 24 contains 13791 members 
Mstep: Class 25 contains 5832 members 
Mstep: Class 26 contains 18337 members 
Mstep: Class 27 contains 11552 members 
Mstep: Class 28 contains 10122 members 
Mstep: Class 29 contains 10127 members 
Mstep: Class 30 contains 25644 members 
Mstep: Class 31 contains 8749 members 
Mstep: Class 32 contains 5617 members 
Mstep: Class 33 contains 9015 members 
Mstep: Class 34 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701792.000000 Penalty: 120826.726562
Iteration 261Q: 35 clusters Score -1.577018e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134541 members 
Mstep: Class 2 contains 10315 members 
Mstep: Class 3 contains 230352 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29695 members 
Mstep: Class 6 contains 310060 members 
Mstep: Class 7 contains 97768 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20278 members 
Mstep: Class 10 contains 8358 members 
Mstep: Class 11 contains 225143 members 
Mstep: Class 12 contains 65393 members 
Mstep: Class 13 contains 21666 members 
Mstep: Class 14 contains 8638 members 
Mstep: Class 15 contains 220605 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 9233 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 5175 members 
Mstep: Class 21 contains 8287 members 
Mstep: Class 22 contains 102706 members 
Mstep: Class 23 contains 5494 members 
Mstep: Class 24 contains 13791 members 
Mstep: Class 25 contains 5832 members 
Mstep: Class 26 contains 18337 members 
Mstep: Class 27 contains 11552 members 
Mstep: Class 28 contains 10124 members 
Mstep: Class 29 contains 10121 members 
Mstep: Class 30 contains 25643 members 
Mstep: Class 31 contains 8749 members 
Mstep: Class 32 contains 5620 members 
Mstep: Class 33 contains 9015 members 
Mstep: Class 34 contains 3576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701728.000000 Penalty: 120826.726562
Iteration 262Q: 35 clusters Score -1.577017e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134542 members 
Mstep: Class 2 contains 10314 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29688 members 
Mstep: Class 6 contains 310059 members 
Mstep: Class 7 contains 97769 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20265 members 
Mstep: Class 10 contains 8364 members 
Mstep: Class 11 contains 225142 members 
Mstep: Class 12 contains 65393 members 
Mstep: Class 13 contains 21666 members 
Mstep: Class 14 contains 8640 members 
Mstep: Class 15 contains 220605 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 9234 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 5176 members 
Mstep: Class 21 contains 8289 members 
Mstep: Class 22 contains 102705 members 
Mstep: Class 23 contains 5498 members 
Mstep: Class 24 contains 13791 members 
Mstep: Class 25 contains 5833 members 
Mstep: Class 26 contains 18337 members 
Mstep: Class 27 contains 11553 members 
Mstep: Class 28 contains 10126 members 
Mstep: Class 29 contains 10119 members 
Mstep: Class 30 contains 25642 members 
Mstep: Class 31 contains 8748 members 
Mstep: Class 32 contains 5626 members 
Mstep: Class 33 contains 9017 members 
Mstep: Class 34 contains 3577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701776.000000 Penalty: 120826.726562
Iteration 263Q: 35 clusters Score -1.577018e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134539 members 
Mstep: Class 2 contains 10316 members 
Mstep: Class 3 contains 230348 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29681 members 
Mstep: Class 6 contains 310059 members 
Mstep: Class 7 contains 97771 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20249 members 
Mstep: Class 10 contains 8374 members 
Mstep: Class 11 contains 225139 members 
Mstep: Class 12 contains 65394 members 
Mstep: Class 13 contains 21668 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220603 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 5176 members 
Mstep: Class 21 contains 8294 members 
Mstep: Class 22 contains 102704 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 13791 members 
Mstep: Class 25 contains 5833 members 
Mstep: Class 26 contains 18337 members 
Mstep: Class 27 contains 11554 members 
Mstep: Class 28 contains 10127 members 
Mstep: Class 29 contains 10115 members 
Mstep: Class 30 contains 25642 members 
Mstep: Class 31 contains 8747 members 
Mstep: Class 32 contains 5637 members 
Mstep: Class 33 contains 9020 members 
Mstep: Class 34 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701728.000000 Penalty: 120826.726562
Iteration 264Q: 35 clusters Score -1.577017e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134540 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230346 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29676 members 
Mstep: Class 6 contains 310060 members 
Mstep: Class 7 contains 97775 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20226 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 225135 members 
Mstep: Class 12 contains 65394 members 
Mstep: Class 13 contains 21666 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220603 members 
Mstep: Class 16 contains 8335 members 
Mstep: Class 17 contains 9233 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 5176 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 102703 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 13791 members 
Mstep: Class 25 contains 5833 members 
Mstep: Class 26 contains 18338 members 
Mstep: Class 27 contains 11553 members 
Mstep: Class 28 contains 10129 members 
Mstep: Class 29 contains 10113 members 
Mstep: Class 30 contains 25641 members 
Mstep: Class 31 contains 8748 members 
Mstep: Class 32 contains 5645 members 
Mstep: Class 33 contains 9029 members 
Mstep: Class 34 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701792.000000 Penalty: 120826.726562
Iteration 265Q: 35 clusters Score -1.577018e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134541 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230346 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29675 members 
Mstep: Class 6 contains 310067 members 
Mstep: Class 7 contains 97774 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20201 members 
Mstep: Class 10 contains 8388 members 
Mstep: Class 11 contains 225133 members 
Mstep: Class 12 contains 65394 members 
Mstep: Class 13 contains 21665 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220602 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 5176 members 
Mstep: Class 21 contains 8300 members 
Mstep: Class 22 contains 102702 members 
Mstep: Class 23 contains 5498 members 
Mstep: Class 24 contains 13792 members 
Mstep: Class 25 contains 5834 members 
Mstep: Class 26 contains 18337 members 
Mstep: Class 27 contains 11553 members 
Mstep: Class 28 contains 10132 members 
Mstep: Class 29 contains 10115 members 
Mstep: Class 30 contains 25639 members 
Mstep: Class 31 contains 8747 members 
Mstep: Class 32 contains 5652 members 
Mstep: Class 33 contains 9037 members 
Mstep: Class 34 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701728.000000 Penalty: 120826.726562
Iteration 266Q: 35 clusters Score -1.577017e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134539 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230344 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29669 members 
Mstep: Class 6 contains 310071 members 
Mstep: Class 7 contains 97776 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20174 members 
Mstep: Class 10 contains 8397 members 
Mstep: Class 11 contains 225131 members 
Mstep: Class 12 contains 65394 members 
Mstep: Class 13 contains 21666 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220599 members 
Mstep: Class 16 contains 8336 members 
Mstep: Class 17 contains 9230 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 5176 members 
Mstep: Class 21 contains 8307 members 
Mstep: Class 22 contains 102700 members 
Mstep: Class 23 contains 5498 members 
Mstep: Class 24 contains 13791 members 
Mstep: Class 25 contains 5834 members 
Mstep: Class 26 contains 18338 members 
Mstep: Class 27 contains 11553 members 
Mstep: Class 28 contains 10135 members 
Mstep: Class 29 contains 10117 members 
Mstep: Class 30 contains 25641 members 
Mstep: Class 31 contains 8745 members 
Mstep: Class 32 contains 5660 members 
Mstep: Class 33 contains 9044 members 
Mstep: Class 34 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701760.000000 Penalty: 120826.726562
Iteration 267Q: 35 clusters Score -1.577018e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134536 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230346 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29658 members 
Mstep: Class 6 contains 310068 members 
Mstep: Class 7 contains 97775 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20156 members 
Mstep: Class 10 contains 8401 members 
Mstep: Class 11 contains 225128 members 
Mstep: Class 12 contains 65394 members 
Mstep: Class 13 contains 21664 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220601 members 
Mstep: Class 16 contains 8338 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 5176 members 
Mstep: Class 21 contains 8315 members 
Mstep: Class 22 contains 102700 members 
Mstep: Class 23 contains 5499 members 
Mstep: Class 24 contains 13792 members 
Mstep: Class 25 contains 5834 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11553 members 
Mstep: Class 28 contains 10140 members 
Mstep: Class 29 contains 10117 members 
Mstep: Class 30 contains 25645 members 
Mstep: Class 31 contains 8744 members 
Mstep: Class 32 contains 5664 members 
Mstep: Class 33 contains 9051 members 
Mstep: Class 34 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701792.000000 Penalty: 120826.726562
Iteration 268Q: 35 clusters Score -1.577018e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134532 members 
Mstep: Class 2 contains 10317 members 
Mstep: Class 3 contains 230346 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29656 members 
Mstep: Class 6 contains 310070 members 
Mstep: Class 7 contains 97779 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20141 members 
Mstep: Class 10 contains 8406 members 
Mstep: Class 11 contains 225125 members 
Mstep: Class 12 contains 65394 members 
Mstep: Class 13 contains 21663 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220602 members 
Mstep: Class 16 contains 8343 members 
Mstep: Class 17 contains 9229 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 5176 members 
Mstep: Class 21 contains 8323 members 
Mstep: Class 22 contains 102699 members 
Mstep: Class 23 contains 5499 members 
Mstep: Class 24 contains 13793 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11554 members 
Mstep: Class 28 contains 10144 members 
Mstep: Class 29 contains 10117 members 
Mstep: Class 30 contains 25651 members 
Mstep: Class 31 contains 8742 members 
Mstep: Class 32 contains 5663 members 
Mstep: Class 33 contains 9048 members 
Mstep: Class 34 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701648.000000 Penalty: 120826.726562
Iteration 269Q: 35 clusters Score -1.577016e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134526 members 
Mstep: Class 2 contains 10318 members 
Mstep: Class 3 contains 230345 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29652 members 
Mstep: Class 6 contains 310067 members 
Mstep: Class 7 contains 97781 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20128 members 
Mstep: Class 10 contains 8412 members 
Mstep: Class 11 contains 225120 members 
Mstep: Class 12 contains 65394 members 
Mstep: Class 13 contains 21664 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220601 members 
Mstep: Class 16 contains 8344 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 5176 members 
Mstep: Class 21 contains 8331 members 
Mstep: Class 22 contains 102700 members 
Mstep: Class 23 contains 5501 members 
Mstep: Class 24 contains 13793 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11557 members 
Mstep: Class 28 contains 10150 members 
Mstep: Class 29 contains 10116 members 
Mstep: Class 30 contains 25655 members 
Mstep: Class 31 contains 8739 members 
Mstep: Class 32 contains 5664 members 
Mstep: Class 33 contains 9047 members 
Mstep: Class 34 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701696.000000 Penalty: 120826.726562
Iteration 270Q: 35 clusters Score -1.577017e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134525 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230349 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29644 members 
Mstep: Class 6 contains 310073 members 
Mstep: Class 7 contains 97782 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20121 members 
Mstep: Class 10 contains 8413 members 
Mstep: Class 11 contains 225115 members 
Mstep: Class 12 contains 65395 members 
Mstep: Class 13 contains 21660 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220598 members 
Mstep: Class 16 contains 8346 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 5176 members 
Mstep: Class 21 contains 8338 members 
Mstep: Class 22 contains 102700 members 
Mstep: Class 23 contains 5504 members 
Mstep: Class 24 contains 13793 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11558 members 
Mstep: Class 28 contains 10150 members 
Mstep: Class 29 contains 10117 members 
Mstep: Class 30 contains 25656 members 
Mstep: Class 31 contains 8736 members 
Mstep: Class 32 contains 5666 members 
Mstep: Class 33 contains 9045 members 
Mstep: Class 34 contains 3581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701856.000000 Penalty: 120826.726562
Iteration 271Q: 35 clusters Score -1.577019e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134524 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230348 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29641 members 
Mstep: Class 6 contains 310072 members 
Mstep: Class 7 contains 97786 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20103 members 
Mstep: Class 10 contains 8414 members 
Mstep: Class 11 contains 225116 members 
Mstep: Class 12 contains 65395 members 
Mstep: Class 13 contains 21660 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220600 members 
Mstep: Class 16 contains 8349 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 5176 members 
Mstep: Class 21 contains 8343 members 
Mstep: Class 22 contains 102700 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 13793 members 
Mstep: Class 25 contains 5832 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11560 members 
Mstep: Class 28 contains 10152 members 
Mstep: Class 29 contains 10118 members 
Mstep: Class 30 contains 25659 members 
Mstep: Class 31 contains 8734 members 
Mstep: Class 32 contains 5666 members 
Mstep: Class 33 contains 9044 members 
Mstep: Class 34 contains 3582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701824.000000 Penalty: 120826.726562
Iteration 272Q: 35 clusters Score -1.577018e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134524 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230347 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29639 members 
Mstep: Class 6 contains 310069 members 
Mstep: Class 7 contains 97791 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20092 members 
Mstep: Class 10 contains 8415 members 
Mstep: Class 11 contains 225116 members 
Mstep: Class 12 contains 65395 members 
Mstep: Class 13 contains 21659 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220598 members 
Mstep: Class 16 contains 8351 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 5176 members 
Mstep: Class 21 contains 8350 members 
Mstep: Class 22 contains 102699 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 13794 members 
Mstep: Class 25 contains 5833 members 
Mstep: Class 26 contains 18339 members 
Mstep: Class 27 contains 11563 members 
Mstep: Class 28 contains 10151 members 
Mstep: Class 29 contains 10118 members 
Mstep: Class 30 contains 25660 members 
Mstep: Class 31 contains 8733 members 
Mstep: Class 32 contains 5667 members 
Mstep: Class 33 contains 9043 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701808.000000 Penalty: 120826.726562
Iteration 273Q: 35 clusters Score -1.577018e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134521 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230347 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29640 members 
Mstep: Class 6 contains 310069 members 
Mstep: Class 7 contains 97797 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20077 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 225115 members 
Mstep: Class 12 contains 65395 members 
Mstep: Class 13 contains 21659 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220599 members 
Mstep: Class 16 contains 8355 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 5176 members 
Mstep: Class 21 contains 8356 members 
Mstep: Class 22 contains 102698 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5833 members 
Mstep: Class 26 contains 18338 members 
Mstep: Class 27 contains 11563 members 
Mstep: Class 28 contains 10154 members 
Mstep: Class 29 contains 10118 members 
Mstep: Class 30 contains 25659 members 
Mstep: Class 31 contains 8732 members 
Mstep: Class 32 contains 5669 members 
Mstep: Class 33 contains 9041 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701760.000000 Penalty: 120826.726562
Iteration 274Q: 35 clusters Score -1.577018e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134518 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230348 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29641 members 
Mstep: Class 6 contains 310067 members 
Mstep: Class 7 contains 97800 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20068 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 225116 members 
Mstep: Class 12 contains 65395 members 
Mstep: Class 13 contains 21657 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220598 members 
Mstep: Class 16 contains 8358 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 5176 members 
Mstep: Class 21 contains 8362 members 
Mstep: Class 22 contains 102697 members 
Mstep: Class 23 contains 5509 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5833 members 
Mstep: Class 26 contains 18337 members 
Mstep: Class 27 contains 11563 members 
Mstep: Class 28 contains 10154 members 
Mstep: Class 29 contains 10118 members 
Mstep: Class 30 contains 25659 members 
Mstep: Class 31 contains 8731 members 
Mstep: Class 32 contains 5669 members 
Mstep: Class 33 contains 9042 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701776.000000 Penalty: 120826.726562
Iteration 275Q: 35 clusters Score -1.577018e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134515 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230348 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29642 members 
Mstep: Class 6 contains 310069 members 
Mstep: Class 7 contains 97806 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20062 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 225111 members 
Mstep: Class 12 contains 65394 members 
Mstep: Class 13 contains 21656 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220592 members 
Mstep: Class 16 contains 8361 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 5176 members 
Mstep: Class 21 contains 8369 members 
Mstep: Class 22 contains 102697 members 
Mstep: Class 23 contains 5508 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5832 members 
Mstep: Class 26 contains 18337 members 
Mstep: Class 27 contains 11565 members 
Mstep: Class 28 contains 10152 members 
Mstep: Class 29 contains 10117 members 
Mstep: Class 30 contains 25663 members 
Mstep: Class 31 contains 8729 members 
Mstep: Class 32 contains 5669 members 
Mstep: Class 33 contains 9045 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701808.000000 Penalty: 120826.726562
Iteration 276Q: 35 clusters Score -1.577018e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134514 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230348 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29643 members 
Mstep: Class 6 contains 310066 members 
Mstep: Class 7 contains 97811 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20053 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 225107 members 
Mstep: Class 12 contains 65394 members 
Mstep: Class 13 contains 21656 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220590 members 
Mstep: Class 16 contains 8360 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 5177 members 
Mstep: Class 21 contains 8372 members 
Mstep: Class 22 contains 102697 members 
Mstep: Class 23 contains 5510 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 18336 members 
Mstep: Class 27 contains 11566 members 
Mstep: Class 28 contains 10155 members 
Mstep: Class 29 contains 10116 members 
Mstep: Class 30 contains 25666 members 
Mstep: Class 31 contains 8729 members 
Mstep: Class 32 contains 5671 members 
Mstep: Class 33 contains 9046 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701856.000000 Penalty: 120826.726562
Iteration 277Q: 35 clusters Score -1.577019e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134514 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230348 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29643 members 
Mstep: Class 6 contains 310061 members 
Mstep: Class 7 contains 97813 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20049 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 225104 members 
Mstep: Class 12 contains 65394 members 
Mstep: Class 13 contains 21656 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220588 members 
Mstep: Class 16 contains 8362 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 5178 members 
Mstep: Class 21 contains 8376 members 
Mstep: Class 22 contains 102697 members 
Mstep: Class 23 contains 5509 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 18336 members 
Mstep: Class 27 contains 11567 members 
Mstep: Class 28 contains 10156 members 
Mstep: Class 29 contains 10115 members 
Mstep: Class 30 contains 25668 members 
Mstep: Class 31 contains 8730 members 
Mstep: Class 32 contains 5673 members 
Mstep: Class 33 contains 9046 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701776.000000 Penalty: 120826.726562
Iteration 278Q: 35 clusters Score -1.577018e+08 nChanged 46
Entering ConstructFrom: 
Score: -157701776.000000 Penalty: 120826.726562
Entering ConstructFrom: 
Trying to split cluster 1 (134513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134513 members 
Entering Unmasked Estep 
Score: -13034943.000000 Penalty: 2928.735107
	Iteration 0F: 2 clusters Score -1.303494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 67364 members 
Entering Unmasked Estep 
Score: -12944738.000000 Penalty: 5857.470215
	Iteration 0F: 3 clusters Score -1.294474e+07 nChanged 64066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65525 members 
Mstep: Class 2 contains 68988 members 
Entering Unmasked Estep 
Score: -12981639.000000 Penalty: 5857.470215
	Iteration 1F: 3 clusters Score -1.298164e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64371 members 
Mstep: Class 2 contains 70142 members 
Entering Unmasked Estep 
Score: -12982653.000000 Penalty: 5857.470215
	Iteration 2Q: 3 clusters Score -1.298265e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 71828 members 
Entering Unmasked Estep 
Score: -12983963.000000 Penalty: 5857.470215
	Iteration 3Q: 3 clusters Score -1.298396e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 74234 members 
Entering Unmasked Estep 
Score: -12985410.000000 Penalty: 5857.470215
	Iteration 4Q: 3 clusters Score -1.298541e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -12987334.000000 Penalty: 5857.470215
	Iteration 5Q: 3 clusters Score -1.298733e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -12990460.000000 Penalty: 5857.470215
	Iteration 6Q: 3 clusters Score -1.299046e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 89267 members 
Entering Unmasked Estep 
Score: -12995162.000000 Penalty: 5857.470215
	Iteration 7F: 3 clusters Score -1.299516e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 97046 members 
Entering Unmasked Estep 
Score: -13001513.000000 Penalty: 5857.470215
	Iteration 8F: 3 clusters Score -1.300151e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 105207 members 
Entering Unmasked Estep 
Score: -13008783.000000 Penalty: 5857.470215
	Iteration 9F: 3 clusters Score -1.300878e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 112540 members 
Entering Unmasked Estep 
Score: -13015245.000000 Penalty: 5857.470215
	Iteration 10F: 3 clusters Score -1.301524e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 118302 members 
Entering Unmasked Estep 
Score: -13020028.000000 Penalty: 5857.470215
	Iteration 11Q: 3 clusters Score -1.302003e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 122768 members 
Entering Unmasked Estep 
Score: -13023572.000000 Penalty: 5857.470215
	Iteration 12Q: 3 clusters Score -1.302357e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 126291 members 
Entering Unmasked Estep 
Score: -13026388.000000 Penalty: 5857.470215
	Iteration 13Q: 3 clusters Score -1.302639e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 129018 members 
Entering Unmasked Estep 
Score: -13028393.000000 Penalty: 5857.470215
	Iteration 14Q: 3 clusters Score -1.302839e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 130982 members 
Entering Unmasked Estep 
Score: -13029900.000000 Penalty: 5857.470215
	Iteration 15Q: 3 clusters Score -1.30299e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 132343 members 
Entering Unmasked Estep 
Score: -13030892.000000 Penalty: 5857.470215
	Iteration 16Q: 3 clusters Score -1.303089e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 133106 members 
Entering Unmasked Estep 
Score: -13031542.000000 Penalty: 5857.470215
	Iteration 17Q: 3 clusters Score -1.303154e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 133538 members 
Entering Unmasked Estep 
Score: -13031938.000000 Penalty: 5857.470215
	Iteration 18Q: 3 clusters Score -1.303194e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 133756 members 
Entering Unmasked Estep 
Score: -13032077.000000 Penalty: 5857.470215
	Iteration 19Q: 3 clusters Score -1.303208e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 133863 members 
Entering Unmasked Estep 
Score: -13032176.000000 Penalty: 5857.470215
	Iteration 20F: 3 clusters Score -1.303218e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 133931 members 
Entering Unmasked Estep 
Score: -13032209.000000 Penalty: 5857.470215
	Iteration 21Q: 3 clusters Score -1.303221e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 133966 members 
Entering Unmasked Estep 
Score: -13032226.000000 Penalty: 5857.470215
	Iteration 22Q: 3 clusters Score -1.303223e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 133994 members 
Entering Unmasked Estep 
Score: -13032246.000000 Penalty: 5857.470215
	Iteration 23Q: 3 clusters Score -1.303225e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 134016 members 
Entering Unmasked Estep 
Score: -13032258.000000 Penalty: 5857.470215
	Iteration 24Q: 3 clusters Score -1.303226e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 134032 members 
Entering Unmasked Estep 
Score: -13032294.000000 Penalty: 5857.470215
	Iteration 25Q: 3 clusters Score -1.303229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 134042 members 
Entering Unmasked Estep 
Score: -13032301.000000 Penalty: 5857.470215
	Iteration 26Q: 3 clusters Score -1.30323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 134048 members 
Entering Unmasked Estep 
Score: -13032309.000000 Penalty: 5857.470215
	Iteration 27Q: 3 clusters Score -1.303231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 134052 members 
Entering Unmasked Estep 
Score: -13032316.000000 Penalty: 5857.470215
	Iteration 28Q: 3 clusters Score -1.303232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 134057 members 
Entering Unmasked Estep 
Score: -13032325.000000 Penalty: 5857.470215
	Iteration 29Q: 3 clusters Score -1.303232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 134059 members 
Entering Unmasked Estep 
Score: -13032335.000000 Penalty: 5857.470215
	Iteration 30Q: 3 clusters Score -1.303234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 134062 members 
Entering Unmasked Estep 
Score: -13032329.000000 Penalty: 5857.470215
	Iteration 31Q: 3 clusters Score -1.303233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 134064 members 
Entering Unmasked Estep 
Score: -13032327.000000 Penalty: 5857.470215
	Iteration 32Q: 3 clusters Score -1.303233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 134064 members 
Entering Unmasked Estep 
Score: -13032327.000000 Penalty: 5857.470215
	Iteration 33Q: 3 clusters Score -1.303233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 134065 members 
Entering Unmasked Estep 
Score: -13032331.000000 Penalty: 5857.470215
	Iteration 34Q: 3 clusters Score -1.303233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 134067 members 
Entering Unmasked Estep 
Score: -13032333.000000 Penalty: 5857.470215
	Iteration 35Q: 3 clusters Score -1.303233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 134069 members 
Entering Unmasked Estep 
Score: -13032333.000000 Penalty: 5857.470215
	Iteration 36Q: 3 clusters Score -1.303233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 134069 members 
Entering Unmasked Estep 
Score: -13032333.000000 Penalty: 5857.470215
	Iteration 37F: 3 clusters Score -1.303233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Entering Unmasked Estep 
Score: -1017664.687500 Penalty: 2291.952148
	Iteration 0F: 2 clusters Score -1017665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1009828.750000 Penalty: 4583.904297
	Iteration 0F: 3 clusters Score -1009829 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1012163.812500 Penalty: 4583.904297
	Iteration 1F: 3 clusters Score -1012164 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1012491.562500 Penalty: 4583.904297
	Iteration 2F: 3 clusters Score -1012492 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1012736.875000 Penalty: 4583.904297
	Iteration 3Q: 3 clusters Score -1012737 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1012958.187500 Penalty: 4583.904297
	Iteration 4Q: 3 clusters Score -1012958 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1013146.812500 Penalty: 4583.904297
	Iteration 5Q: 3 clusters Score -1013147 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1013326.000000 Penalty: 4583.904297
	Iteration 6Q: 3 clusters Score -1013326 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1013531.375000 Penalty: 4583.904297
	Iteration 7Q: 3 clusters Score -1013531 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1013785.062500 Penalty: 4583.904297
	Iteration 8Q: 3 clusters Score -1013785 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1014093.062500 Penalty: 4583.904297
	Iteration 9Q: 3 clusters Score -1014093 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1014404.562500 Penalty: 4583.904297
	Iteration 10Q: 3 clusters Score -1014405 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1014733.687500 Penalty: 4583.904297
	Iteration 11Q: 3 clusters Score -1014734 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1015029.500000 Penalty: 4583.904297
	Iteration 12Q: 3 clusters Score -1015030 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1015199.000000 Penalty: 4583.904297
	Iteration 13Q: 3 clusters Score -1015199 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1015311.687500 Penalty: 4583.904297
	Iteration 14Q: 3 clusters Score -1015312 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1015400.750000 Penalty: 4583.904297
	Iteration 15Q: 3 clusters Score -1015401 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1015469.562500 Penalty: 4583.904297
	Iteration 16Q: 3 clusters Score -1015470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1015520.875000 Penalty: 4583.904297
	Iteration 17Q: 3 clusters Score -1015521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1015556.187500 Penalty: 4583.904297
	Iteration 18Q: 3 clusters Score -1015556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1015580.500000 Penalty: 4583.904297
	Iteration 19Q: 3 clusters Score -1015580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1015592.562500 Penalty: 4583.904297
	Iteration 20F: 3 clusters Score -1015593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1015602.437500 Penalty: 4583.904297
	Iteration 21Q: 3 clusters Score -1015602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1015615.250000 Penalty: 4583.904297
	Iteration 22Q: 3 clusters Score -1015615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1015630.000000 Penalty: 4583.904297
	Iteration 23Q: 3 clusters Score -1015630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1015638.750000 Penalty: 4583.904297
	Iteration 24Q: 3 clusters Score -1015639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1015641.187500 Penalty: 4583.904297
	Iteration 25Q: 3 clusters Score -1015641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1015641.062500 Penalty: 4583.904297
	Iteration 26Q: 3 clusters Score -1015641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1015641.687500 Penalty: 4583.904297
	Iteration 27Q: 3 clusters Score -1015642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1015643.187500 Penalty: 4583.904297
	Iteration 28Q: 3 clusters Score -1015643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1015643.187500 Penalty: 4583.904297
	Iteration 29F: 3 clusters Score -1015643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (230348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230348 members 
Entering Unmasked Estep 
Score: -22657138.000000 Penalty: 3062.141846
	Iteration 0F: 2 clusters Score -2.265714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115464 members 
Mstep: Class 2 contains 114884 members 
Entering Unmasked Estep 
Score: -22502926.000000 Penalty: 6124.283691
	Iteration 0F: 3 clusters Score -2.250293e+07 nChanged 110899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121523 members 
Mstep: Class 2 contains 108825 members 
Entering Unmasked Estep 
Score: -22567642.000000 Penalty: 6124.283691
	Iteration 1F: 3 clusters Score -2.256764e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125580 members 
Mstep: Class 2 contains 104768 members 
Entering Unmasked Estep 
Score: -22569240.000000 Penalty: 6124.283691
	Iteration 2Q: 3 clusters Score -2.256924e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132076 members 
Mstep: Class 2 contains 98272 members 
Entering Unmasked Estep 
Score: -22571916.000000 Penalty: 6124.283691
	Iteration 3Q: 3 clusters Score -2.257192e+07 nChanged 11021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142083 members 
Mstep: Class 2 contains 88265 members 
Entering Unmasked Estep 
Score: -22576736.000000 Penalty: 6124.283691
	Iteration 4Q: 3 clusters Score -2.257674e+07 nChanged 15577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156974 members 
Mstep: Class 2 contains 73374 members 
Entering Unmasked Estep 
Score: -22586494.000000 Penalty: 6124.283691
	Iteration 5F: 3 clusters Score -2.258649e+07 nChanged 20145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176651 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -22602754.000000 Penalty: 6124.283691
	Iteration 6F: 3 clusters Score -2.260275e+07 nChanged 21291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197668 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -22623238.000000 Penalty: 6124.283691
	Iteration 7F: 3 clusters Score -2.262324e+07 nChanged 16483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214043 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -22639870.000000 Penalty: 6124.283691
	Iteration 8F: 3 clusters Score -2.263987e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223136 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -22648876.000000 Penalty: 6124.283691
	Iteration 9Q: 3 clusters Score -2.264888e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227151 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -22652504.000000 Penalty: 6124.283691
	Iteration 10Q: 3 clusters Score -2.26525e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228605 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -22653820.000000 Penalty: 6124.283691
	Iteration 11Q: 3 clusters Score -2.265382e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229102 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -22654370.000000 Penalty: 6124.283691
	Iteration 12Q: 3 clusters Score -2.265437e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229315 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -22654550.000000 Penalty: 6124.283691
	Iteration 13Q: 3 clusters Score -2.265455e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229398 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -22654612.000000 Penalty: 6124.283691
	Iteration 14Q: 3 clusters Score -2.265461e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229444 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -22654682.000000 Penalty: 6124.283691
	Iteration 15Q: 3 clusters Score -2.265468e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229475 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -22654726.000000 Penalty: 6124.283691
	Iteration 16Q: 3 clusters Score -2.265473e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229482 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -22654780.000000 Penalty: 6124.283691
	Iteration 17Q: 3 clusters Score -2.265478e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229494 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -22654812.000000 Penalty: 6124.283691
	Iteration 18Q: 3 clusters Score -2.265481e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229502 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -22654804.000000 Penalty: 6124.283691
	Iteration 19Q: 3 clusters Score -2.26548e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229507 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -22654804.000000 Penalty: 6124.283691
	Iteration 20F: 3 clusters Score -2.26548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229514 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -22654814.000000 Penalty: 6124.283691
	Iteration 21Q: 3 clusters Score -2.265481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229523 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -22654808.000000 Penalty: 6124.283691
	Iteration 22Q: 3 clusters Score -2.265481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229520 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -22654838.000000 Penalty: 6124.283691
	Iteration 23Q: 3 clusters Score -2.265484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229520 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -22654828.000000 Penalty: 6124.283691
	Iteration 24Q: 3 clusters Score -2.265483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229520 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -22654810.000000 Penalty: 6124.283691
	Iteration 25Q: 3 clusters Score -2.265481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229520 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -22654812.000000 Penalty: 6124.283691
	Iteration 26Q: 3 clusters Score -2.265481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229519 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -22654812.000000 Penalty: 6124.283691
	Iteration 27Q: 3 clusters Score -2.265481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229520 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -22654816.000000 Penalty: 6124.283691
	Iteration 28Q: 3 clusters Score -2.265482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229522 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -22654804.000000 Penalty: 6124.283691
	Iteration 29Q: 3 clusters Score -2.26548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229523 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -22654808.000000 Penalty: 6124.283691
	Iteration 30Q: 3 clusters Score -2.265481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229523 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -22654820.000000 Penalty: 6124.283691
	Iteration 31Q: 3 clusters Score -2.265482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229522 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -22654802.000000 Penalty: 6124.283691
	Iteration 32Q: 3 clusters Score -2.26548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229522 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -22654802.000000 Penalty: 6124.283691
	Iteration 33F: 3 clusters Score -2.26548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Entering Unmasked Estep 
Score: -1194406.125000 Penalty: 2342.462402
	Iteration 0F: 2 clusters Score -1194406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1185041.000000 Penalty: 4684.924805
	Iteration 0F: 3 clusters Score -1185041 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1187941.125000 Penalty: 4684.924805
	Iteration 1F: 3 clusters Score -1187941 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1188427.625000 Penalty: 4684.924805
	Iteration 2F: 3 clusters Score -1188428 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1189048.750000 Penalty: 4684.924805
	Iteration 3F: 3 clusters Score -1189049 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1189787.500000 Penalty: 4684.924805
	Iteration 4F: 3 clusters Score -1189788 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1190592.125000 Penalty: 4684.924805
	Iteration 5F: 3 clusters Score -1190592 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1191398.250000 Penalty: 4684.924805
	Iteration 6F: 3 clusters Score -1191398 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1192103.625000 Penalty: 4684.924805
	Iteration 7F: 3 clusters Score -1192104 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1192565.250000 Penalty: 4684.924805
	Iteration 8F: 3 clusters Score -1192565 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1192871.750000 Penalty: 4684.924805
	Iteration 9Q: 3 clusters Score -1192872 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1193084.750000 Penalty: 4684.924805
	Iteration 10Q: 3 clusters Score -1193085 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1193240.125000 Penalty: 4684.924805
	Iteration 11Q: 3 clusters Score -1193240 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1193380.625000 Penalty: 4684.924805
	Iteration 12Q: 3 clusters Score -1193381 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1193479.625000 Penalty: 4684.924805
	Iteration 13Q: 3 clusters Score -1193480 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1193551.500000 Penalty: 4684.924805
	Iteration 14Q: 3 clusters Score -1193552 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1193600.375000 Penalty: 4684.924805
	Iteration 15Q: 3 clusters Score -1193600 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1193636.750000 Penalty: 4684.924805
	Iteration 16Q: 3 clusters Score -1193637 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1193672.250000 Penalty: 4684.924805
	Iteration 17Q: 3 clusters Score -1193672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1193696.750000 Penalty: 4684.924805
	Iteration 18Q: 3 clusters Score -1193697 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1193717.500000 Penalty: 4684.924805
	Iteration 19Q: 3 clusters Score -1193718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1193738.750000 Penalty: 4684.924805
	Iteration 20F: 3 clusters Score -1193739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1193759.500000 Penalty: 4684.924805
	Iteration 21Q: 3 clusters Score -1193760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1193767.000000 Penalty: 4684.924805
	Iteration 22Q: 3 clusters Score -1193767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1193771.625000 Penalty: 4684.924805
	Iteration 23Q: 3 clusters Score -1193772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1193777.125000 Penalty: 4684.924805
	Iteration 24Q: 3 clusters Score -1193777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1193785.125000 Penalty: 4684.924805
	Iteration 25Q: 3 clusters Score -1193785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1193788.875000 Penalty: 4684.924805
	Iteration 26Q: 3 clusters Score -1193789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1193791.625000 Penalty: 4684.924805
	Iteration 27Q: 3 clusters Score -1193792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1193791.125000 Penalty: 4684.924805
	Iteration 28Q: 3 clusters Score -1193791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1193790.375000 Penalty: 4684.924805
	Iteration 29Q: 3 clusters Score -1193790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1193790.375000 Penalty: 4684.924805
	Iteration 30F: 3 clusters Score -1193790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Entering Unmasked Estep 
Score: -2642711.000000 Penalty: 2553.651367
	Iteration 0F: 2 clusters Score -2642711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2622532.250000 Penalty: 5107.302734
	Iteration 0F: 3 clusters Score -2622532 nChanged 13224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2629921.750000 Penalty: 5107.302734
	Iteration 1F: 3 clusters Score -2629922 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2630594.000000 Penalty: 5107.302734
	Iteration 2F: 3 clusters Score -2630594 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2631264.500000 Penalty: 5107.302734
	Iteration 3F: 3 clusters Score -2631264 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2632020.750000 Penalty: 5107.302734
	Iteration 4F: 3 clusters Score -2632021 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2632853.500000 Penalty: 5107.302734
	Iteration 5F: 3 clusters Score -2632854 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2633789.750000 Penalty: 5107.302734
	Iteration 6F: 3 clusters Score -2633790 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2634669.750000 Penalty: 5107.302734
	Iteration 7F: 3 clusters Score -2634670 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2635442.500000 Penalty: 5107.302734
	Iteration 8Q: 3 clusters Score -2635442 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2636221.250000 Penalty: 5107.302734
	Iteration 9Q: 3 clusters Score -2636221 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2637101.750000 Penalty: 5107.302734
	Iteration 10Q: 3 clusters Score -2637102 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2638071.250000 Penalty: 5107.302734
	Iteration 11Q: 3 clusters Score -2638071 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2638963.250000 Penalty: 5107.302734
	Iteration 12Q: 3 clusters Score -2638963 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2639812.500000 Penalty: 5107.302734
	Iteration 13Q: 3 clusters Score -2639812 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -2640412.500000 Penalty: 5107.302734
	Iteration 14Q: 3 clusters Score -2640412 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -2640843.500000 Penalty: 5107.302734
	Iteration 15Q: 3 clusters Score -2640844 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -2641128.000000 Penalty: 5107.302734
	Iteration 16Q: 3 clusters Score -2641128 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -2641313.000000 Penalty: 5107.302734
	Iteration 17Q: 3 clusters Score -2641313 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2641445.750000 Penalty: 5107.302734
	Iteration 18Q: 3 clusters Score -2641446 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -2641567.250000 Penalty: 5107.302734
	Iteration 19Q: 3 clusters Score -2641567 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -2641659.750000 Penalty: 5107.302734
	Iteration 20F: 3 clusters Score -2641660 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -2641718.750000 Penalty: 5107.302734
	Iteration 21Q: 3 clusters Score -2641719 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -2641771.250000 Penalty: 5107.302734
	Iteration 22Q: 3 clusters Score -2641771 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -2641801.500000 Penalty: 5107.302734
	Iteration 23Q: 3 clusters Score -2641802 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -2641835.250000 Penalty: 5107.302734
	Iteration 24Q: 3 clusters Score -2641835 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -2641850.000000 Penalty: 5107.302734
	Iteration 25Q: 3 clusters Score -2641850 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -2641875.250000 Penalty: 5107.302734
	Iteration 26Q: 3 clusters Score -2641875 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -2641898.250000 Penalty: 5107.302734
	Iteration 27Q: 3 clusters Score -2641898 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -2641914.750000 Penalty: 5107.302734
	Iteration 28Q: 3 clusters Score -2641915 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -2641947.500000 Penalty: 5107.302734
	Iteration 29Q: 3 clusters Score -2641948 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -2641953.500000 Penalty: 5107.302734
	Iteration 30Q: 3 clusters Score -2641954 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -2641968.500000 Penalty: 5107.302734
	Iteration 31Q: 3 clusters Score -2641968 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -2641983.750000 Penalty: 5107.302734
	Iteration 32Q: 3 clusters Score -2641984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -2641988.750000 Penalty: 5107.302734
	Iteration 33Q: 3 clusters Score -2641989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -2641998.500000 Penalty: 5107.302734
	Iteration 34Q: 3 clusters Score -2641998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -2641994.500000 Penalty: 5107.302734
	Iteration 35Q: 3 clusters Score -2641994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -2641998.000000 Penalty: 5107.302734
	Iteration 36Q: 3 clusters Score -2641998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -2642000.000000 Penalty: 5107.302734
	Iteration 37Q: 3 clusters Score -2642000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -2642005.250000 Penalty: 5107.302734
	Iteration 38Q: 3 clusters Score -2642005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -2642014.250000 Penalty: 5107.302734
	Iteration 39Q: 3 clusters Score -2642014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -2642009.250000 Penalty: 5107.302734
	Iteration 40F: 3 clusters Score -2642009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -2642016.000000 Penalty: 5107.302734
	Iteration 41Q: 3 clusters Score -2642016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -2642015.250000 Penalty: 5107.302734
	Iteration 42Q: 3 clusters Score -2642015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -2642016.500000 Penalty: 5107.302734
	Iteration 43Q: 3 clusters Score -2642016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -2642024.000000 Penalty: 5107.302734
	Iteration 44Q: 3 clusters Score -2642024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -2642026.000000 Penalty: 5107.302734
	Iteration 45Q: 3 clusters Score -2642026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -2642028.250000 Penalty: 5107.302734
	Iteration 46Q: 3 clusters Score -2642028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -2642026.500000 Penalty: 5107.302734
	Iteration 47Q: 3 clusters Score -2642026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -2642026.750000 Penalty: 5107.302734
	Iteration 48Q: 3 clusters Score -2642027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -2642029.000000 Penalty: 5107.302734
	Iteration 49Q: 3 clusters Score -2642029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -2642027.750000 Penalty: 5107.302734
	Iteration 50Q: 3 clusters Score -2642028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -2642027.000000 Penalty: 5107.302734
	Iteration 51Q: 3 clusters Score -2642027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -2642028.250000 Penalty: 5107.302734
	Iteration 52Q: 3 clusters Score -2642028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -2642031.500000 Penalty: 5107.302734
	Iteration 53Q: 3 clusters Score -2642032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -2642029.250000 Penalty: 5107.302734
	Iteration 54Q: 3 clusters Score -2642029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -2642032.750000 Penalty: 5107.302734
	Iteration 55Q: 3 clusters Score -2642033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -2642031.750000 Penalty: 5107.302734
	Iteration 56Q: 3 clusters Score -2642032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -2642031.750000 Penalty: 5107.302734
	Iteration 57F: 3 clusters Score -2642032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (310058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310058 members 
Entering Unmasked Estep 
Score: -30348144.000000 Penalty: 3135.839844
	Iteration 0F: 2 clusters Score -3.034814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154691 members 
Mstep: Class 2 contains 155367 members 
Entering Unmasked Estep 
Score: -30150370.000000 Penalty: 6271.679688
	Iteration 0F: 3 clusters Score -3.015037e+07 nChanged 150817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145966 members 
Mstep: Class 2 contains 164092 members 
Entering Unmasked Estep 
Score: -30240358.000000 Penalty: 6271.679688
	Iteration 1F: 3 clusters Score -3.024036e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139458 members 
Mstep: Class 2 contains 170600 members 
Entering Unmasked Estep 
Score: -30243092.000000 Penalty: 6271.679688
	Iteration 2Q: 3 clusters Score -3.024309e+07 nChanged 12951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129035 members 
Mstep: Class 2 contains 181023 members 
Entering Unmasked Estep 
Score: -30247404.000000 Penalty: 6271.679688
	Iteration 3Q: 3 clusters Score -3.02474e+07 nChanged 18082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113167 members 
Mstep: Class 2 contains 196891 members 
Entering Unmasked Estep 
Score: -30255916.000000 Penalty: 6271.679688
	Iteration 4F: 3 clusters Score -3.025592e+07 nChanged 23437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91754 members 
Mstep: Class 2 contains 218304 members 
Entering Unmasked Estep 
Score: -30270010.000000 Penalty: 6271.679688
	Iteration 5F: 3 clusters Score -3.027001e+07 nChanged 25780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 242232 members 
Entering Unmasked Estep 
Score: -30287738.000000 Penalty: 6271.679688
	Iteration 6F: 3 clusters Score -3.028774e+07 nChanged 23223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 264335 members 
Entering Unmasked Estep 
Score: -30305492.000000 Penalty: 6271.679688
	Iteration 7F: 3 clusters Score -3.030549e+07 nChanged 17778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 281655 members 
Entering Unmasked Estep 
Score: -30320836.000000 Penalty: 6271.679688
	Iteration 8F: 3 clusters Score -3.032084e+07 nChanged 12229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 293778 members 
Entering Unmasked Estep 
Score: -30331662.000000 Penalty: 6271.679688
	Iteration 9Q: 3 clusters Score -3.033166e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 301115 members 
Entering Unmasked Estep 
Score: -30338772.000000 Penalty: 6271.679688
	Iteration 10Q: 3 clusters Score -3.033877e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 305071 members 
Entering Unmasked Estep 
Score: -30342310.000000 Penalty: 6271.679688
	Iteration 11Q: 3 clusters Score -3.034231e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 306953 members 
Entering Unmasked Estep 
Score: -30344166.000000 Penalty: 6271.679688
	Iteration 12Q: 3 clusters Score -3.034417e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 307755 members 
Entering Unmasked Estep 
Score: -30344960.000000 Penalty: 6271.679688
	Iteration 13Q: 3 clusters Score -3.034496e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 308132 members 
Entering Unmasked Estep 
Score: -30345402.000000 Penalty: 6271.679688
	Iteration 14Q: 3 clusters Score -3.03454e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 308294 members 
Entering Unmasked Estep 
Score: -30345550.000000 Penalty: 6271.679688
	Iteration 15Q: 3 clusters Score -3.034555e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 308379 members 
Entering Unmasked Estep 
Score: -30345702.000000 Penalty: 6271.679688
	Iteration 16Q: 3 clusters Score -3.03457e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 308425 members 
Entering Unmasked Estep 
Score: -30345798.000000 Penalty: 6271.679688
	Iteration 17Q: 3 clusters Score -3.03458e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 308453 members 
Entering Unmasked Estep 
Score: -30345880.000000 Penalty: 6271.679688
	Iteration 18Q: 3 clusters Score -3.034588e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 308473 members 
Entering Unmasked Estep 
Score: -30345918.000000 Penalty: 6271.679688
	Iteration 19Q: 3 clusters Score -3.034592e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 308488 members 
Entering Unmasked Estep 
Score: -30345940.000000 Penalty: 6271.679688
	Iteration 20F: 3 clusters Score -3.034594e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 308497 members 
Entering Unmasked Estep 
Score: -30345954.000000 Penalty: 6271.679688
	Iteration 21Q: 3 clusters Score -3.034595e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 308505 members 
Entering Unmasked Estep 
Score: -30345976.000000 Penalty: 6271.679688
	Iteration 22Q: 3 clusters Score -3.034598e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 308509 members 
Entering Unmasked Estep 
Score: -30346012.000000 Penalty: 6271.679688
	Iteration 23Q: 3 clusters Score -3.034601e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 308526 members 
Entering Unmasked Estep 
Score: -30346026.000000 Penalty: 6271.679688
	Iteration 24Q: 3 clusters Score -3.034603e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 308532 members 
Entering Unmasked Estep 
Score: -30346020.000000 Penalty: 6271.679688
	Iteration 25Q: 3 clusters Score -3.034602e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 308537 members 
Entering Unmasked Estep 
Score: -30346016.000000 Penalty: 6271.679688
	Iteration 26Q: 3 clusters Score -3.034602e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 308542 members 
Entering Unmasked Estep 
Score: -30346046.000000 Penalty: 6271.679688
	Iteration 27Q: 3 clusters Score -3.034605e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 308545 members 
Entering Unmasked Estep 
Score: -30346034.000000 Penalty: 6271.679688
	Iteration 28Q: 3 clusters Score -3.034603e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 308544 members 
Entering Unmasked Estep 
Score: -30346048.000000 Penalty: 6271.679688
	Iteration 29Q: 3 clusters Score -3.034605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 308544 members 
Entering Unmasked Estep 
Score: -30346084.000000 Penalty: 6271.679688
	Iteration 30Q: 3 clusters Score -3.034608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 308538 members 
Entering Unmasked Estep 
Score: -30346046.000000 Penalty: 6271.679688
	Iteration 31Q: 3 clusters Score -3.034605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 308542 members 
Entering Unmasked Estep 
Score: -30346048.000000 Penalty: 6271.679688
	Iteration 32Q: 3 clusters Score -3.034605e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 308545 members 
Entering Unmasked Estep 
Score: -30346034.000000 Penalty: 6271.679688
	Iteration 33Q: 3 clusters Score -3.034603e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 308542 members 
Entering Unmasked Estep 
Score: -30346056.000000 Penalty: 6271.679688
	Iteration 34Q: 3 clusters Score -3.034606e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 308541 members 
Entering Unmasked Estep 
Score: -30346038.000000 Penalty: 6271.679688
	Iteration 35Q: 3 clusters Score -3.034604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 308526 members 
Entering Unmasked Estep 
Score: -30346032.000000 Penalty: 6271.679688
	Iteration 36Q: 3 clusters Score -3.034603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 308520 members 
Entering Unmasked Estep 
Score: -30346026.000000 Penalty: 6271.679688
	Iteration 37Q: 3 clusters Score -3.034603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 308521 members 
Entering Unmasked Estep 
Score: -30346012.000000 Penalty: 6271.679688
	Iteration 38Q: 3 clusters Score -3.034601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 308517 members 
Entering Unmasked Estep 
Score: -30346040.000000 Penalty: 6271.679688
	Iteration 39Q: 3 clusters Score -3.034604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 308512 members 
Entering Unmasked Estep 
Score: -30346044.000000 Penalty: 6271.679688
	Iteration 40F: 3 clusters Score -3.034604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 308513 members 
Entering Unmasked Estep 
Score: -30346068.000000 Penalty: 6271.679688
	Iteration 41Q: 3 clusters Score -3.034607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 308512 members 
Entering Unmasked Estep 
Score: -30346088.000000 Penalty: 6271.679688
	Iteration 42Q: 3 clusters Score -3.034609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 308510 members 
Entering Unmasked Estep 
Score: -30346082.000000 Penalty: 6271.679688
	Iteration 43Q: 3 clusters Score -3.034608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 308507 members 
Entering Unmasked Estep 
Score: -30346082.000000 Penalty: 6271.679688
	Iteration 44Q: 3 clusters Score -3.034608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 308508 members 
Entering Unmasked Estep 
Score: -30346082.000000 Penalty: 6271.679688
	Iteration 45Q: 3 clusters Score -3.034608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 308504 members 
Entering Unmasked Estep 
Score: -30346100.000000 Penalty: 6271.679688
	Iteration 46Q: 3 clusters Score -3.03461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 308504 members 
Entering Unmasked Estep 
Score: -30346088.000000 Penalty: 6271.679688
	Iteration 47Q: 3 clusters Score -3.034609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 308504 members 
Entering Unmasked Estep 
Score: -30346088.000000 Penalty: 6271.679688
	Iteration 48F: 3 clusters Score -3.034609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (97814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97814 members 
Entering Unmasked Estep 
Score: -9426037.000000 Penalty: 2849.724121
	Iteration 0F: 2 clusters Score -9426037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -9360668.000000 Penalty: 5699.448242
	Iteration 0F: 3 clusters Score -9360668 nChanged 46048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -9386923.000000 Penalty: 5699.448242
	Iteration 1F: 3 clusters Score -9386923 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -9388175.000000 Penalty: 5699.448242
	Iteration 2Q: 3 clusters Score -9388175 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -9389780.000000 Penalty: 5699.448242
	Iteration 3Q: 3 clusters Score -9389780 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -9392139.000000 Penalty: 5699.448242
	Iteration 4F: 3 clusters Score -9392139 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -9395991.000000 Penalty: 5699.448242
	Iteration 5F: 3 clusters Score -9395991 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -9401448.000000 Penalty: 5699.448242
	Iteration 6F: 3 clusters Score -9401448 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 64543 members 
Entering Unmasked Estep 
Score: -9408139.000000 Penalty: 5699.448242
	Iteration 7F: 3 clusters Score -9408139 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 66906 members 
Entering Unmasked Estep 
Score: -9414424.000000 Penalty: 5699.448242
	Iteration 8F: 3 clusters Score -9414424 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 68029 members 
Entering Unmasked Estep 
Score: -9418750.000000 Penalty: 5699.448242
	Iteration 9F: 3 clusters Score -9418750 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -9420981.000000 Penalty: 5699.448242
	Iteration 10Q: 3 clusters Score -9420981 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 69330 members 
Entering Unmasked Estep 
Score: -9422243.000000 Penalty: 5699.448242
	Iteration 11Q: 3 clusters Score -9422243 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 70105 members 
Entering Unmasked Estep 
Score: -9422971.000000 Penalty: 5699.448242
	Iteration 12Q: 3 clusters Score -9422971 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 70888 members 
Entering Unmasked Estep 
Score: -9423520.000000 Penalty: 5699.448242
	Iteration 13Q: 3 clusters Score -9423520 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 71712 members 
Entering Unmasked Estep 
Score: -9424010.000000 Penalty: 5699.448242
	Iteration 14Q: 3 clusters Score -9424010 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 72544 members 
Entering Unmasked Estep 
Score: -9424419.000000 Penalty: 5699.448242
	Iteration 15Q: 3 clusters Score -9424419 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
Score: -9424668.000000 Penalty: 5699.448242
	Iteration 16Q: 3 clusters Score -9424668 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 73964 members 
Entering Unmasked Estep 
Score: -9424916.000000 Penalty: 5699.448242
	Iteration 17Q: 3 clusters Score -9424916 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 74531 members 
Entering Unmasked Estep 
Score: -9425025.000000 Penalty: 5699.448242
	Iteration 18Q: 3 clusters Score -9425025 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -9425136.000000 Penalty: 5699.448242
	Iteration 19Q: 3 clusters Score -9425136 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 75508 members 
Entering Unmasked Estep 
Score: -9425236.000000 Penalty: 5699.448242
	Iteration 20F: 3 clusters Score -9425236 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -9425289.000000 Penalty: 5699.448242
	Iteration 21Q: 3 clusters Score -9425289 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 76306 members 
Entering Unmasked Estep 
Score: -9425318.000000 Penalty: 5699.448242
	Iteration 22Q: 3 clusters Score -9425318 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -9425383.000000 Penalty: 5699.448242
	Iteration 23Q: 3 clusters Score -9425383 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 77000 members 
Entering Unmasked Estep 
Score: -9425431.000000 Penalty: 5699.448242
	Iteration 24Q: 3 clusters Score -9425431 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 77307 members 
Entering Unmasked Estep 
Score: -9425469.000000 Penalty: 5699.448242
	Iteration 25Q: 3 clusters Score -9425469 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 77590 members 
Entering Unmasked Estep 
Score: -9425458.000000 Penalty: 5699.448242
	Iteration 26Q: 3 clusters Score -9425458 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 77866 members 
Entering Unmasked Estep 
Score: -9425477.000000 Penalty: 5699.448242
	Iteration 27Q: 3 clusters Score -9425477 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -9425572.000000 Penalty: 5699.448242
	Iteration 28Q: 3 clusters Score -9425572 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -9425589.000000 Penalty: 5699.448242
	Iteration 29Q: 3 clusters Score -9425589 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 78619 members 
Entering Unmasked Estep 
Score: -9425642.000000 Penalty: 5699.448242
	Iteration 30Q: 3 clusters Score -9425642 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 78834 members 
Entering Unmasked Estep 
Score: -9425661.000000 Penalty: 5699.448242
	Iteration 31Q: 3 clusters Score -9425661 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -9425662.000000 Penalty: 5699.448242
	Iteration 32Q: 3 clusters Score -9425662 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -9425663.000000 Penalty: 5699.448242
	Iteration 33Q: 3 clusters Score -9425663 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 79387 members 
Entering Unmasked Estep 
Score: -9425702.000000 Penalty: 5699.448242
	Iteration 34Q: 3 clusters Score -9425702 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 79549 members 
Entering Unmasked Estep 
Score: -9425728.000000 Penalty: 5699.448242
	Iteration 35Q: 3 clusters Score -9425728 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -9425755.000000 Penalty: 5699.448242
	Iteration 36Q: 3 clusters Score -9425755 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 79845 members 
Entering Unmasked Estep 
Score: -9425757.000000 Penalty: 5699.448242
	Iteration 37Q: 3 clusters Score -9425757 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -9425787.000000 Penalty: 5699.448242
	Iteration 38Q: 3 clusters Score -9425787 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 80108 members 
Entering Unmasked Estep 
Score: -9425798.000000 Penalty: 5699.448242
	Iteration 39Q: 3 clusters Score -9425798 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 80244 members 
Entering Unmasked Estep 
Score: -9425803.000000 Penalty: 5699.448242
	Iteration 40F: 3 clusters Score -9425803 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 80379 members 
Entering Unmasked Estep 
Score: -9425804.000000 Penalty: 5699.448242
	Iteration 41Q: 3 clusters Score -9425804 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 80516 members 
Entering Unmasked Estep 
Score: -9425800.000000 Penalty: 5699.448242
	Iteration 42Q: 3 clusters Score -9425800 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 80648 members 
Entering Unmasked Estep 
Score: -9425793.000000 Penalty: 5699.448242
	Iteration 43Q: 3 clusters Score -9425793 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 80771 members 
Entering Unmasked Estep 
Score: -9425808.000000 Penalty: 5699.448242
	Iteration 44Q: 3 clusters Score -9425808 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -9425801.000000 Penalty: 5699.448242
	Iteration 45Q: 3 clusters Score -9425801 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 81067 members 
Entering Unmasked Estep 
Score: -9425833.000000 Penalty: 5699.448242
	Iteration 46Q: 3 clusters Score -9425833 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 81238 members 
Entering Unmasked Estep 
Score: -9425854.000000 Penalty: 5699.448242
	Iteration 47Q: 3 clusters Score -9425854 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 81436 members 
Entering Unmasked Estep 
Score: -9425879.000000 Penalty: 5699.448242
	Iteration 48Q: 3 clusters Score -9425879 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 81647 members 
Entering Unmasked Estep 
Score: -9425931.000000 Penalty: 5699.448242
	Iteration 49Q: 3 clusters Score -9425931 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 81864 members 
Entering Unmasked Estep 
Score: -9425972.000000 Penalty: 5699.448242
	Iteration 50Q: 3 clusters Score -9425972 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -9426044.000000 Penalty: 5699.448242
	Iteration 51Q: 3 clusters Score -9426044 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 82321 members 
Entering Unmasked Estep 
Score: -9426125.000000 Penalty: 5699.448242
	Iteration 52Q: 3 clusters Score -9426125 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 82571 members 
Entering Unmasked Estep 
Score: -9426160.000000 Penalty: 5699.448242
	Iteration 53Q: 3 clusters Score -9426160 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 82823 members 
Entering Unmasked Estep 
Score: -9426226.000000 Penalty: 5699.448242
	Iteration 54Q: 3 clusters Score -9426226 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 83063 members 
Entering Unmasked Estep 
Score: -9426281.000000 Penalty: 5699.448242
	Iteration 55Q: 3 clusters Score -9426281 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -9426336.000000 Penalty: 5699.448242
	Iteration 56Q: 3 clusters Score -9426336 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 83599 members 
Entering Unmasked Estep 
Score: -9426392.000000 Penalty: 5699.448242
	Iteration 57Q: 3 clusters Score -9426392 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 83866 members 
Entering Unmasked Estep 
Score: -9426457.000000 Penalty: 5699.448242
	Iteration 58Q: 3 clusters Score -9426457 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -9426538.000000 Penalty: 5699.448242
	Iteration 59Q: 3 clusters Score -9426538 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 84290 members 
Entering Unmasked Estep 
Score: -9426553.000000 Penalty: 5699.448242
	Iteration 60F: 3 clusters Score -9426553 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 84471 members 
Entering Unmasked Estep 
Score: -9426568.000000 Penalty: 5699.448242
	Iteration 61Q: 3 clusters Score -9426568 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -9426595.000000 Penalty: 5699.448242
	Iteration 62Q: 3 clusters Score -9426595 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -9426624.000000 Penalty: 5699.448242
	Iteration 63Q: 3 clusters Score -9426624 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 84938 members 
Entering Unmasked Estep 
Score: -9426647.000000 Penalty: 5699.448242
	Iteration 64Q: 3 clusters Score -9426647 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 85081 members 
Entering Unmasked Estep 
Score: -9426672.000000 Penalty: 5699.448242
	Iteration 65Q: 3 clusters Score -9426672 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 85207 members 
Entering Unmasked Estep 
Score: -9426680.000000 Penalty: 5699.448242
	Iteration 66Q: 3 clusters Score -9426680 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 85321 members 
Entering Unmasked Estep 
Score: -9426690.000000 Penalty: 5699.448242
	Iteration 67Q: 3 clusters Score -9426690 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 85419 members 
Entering Unmasked Estep 
Score: -9426708.000000 Penalty: 5699.448242
	Iteration 68Q: 3 clusters Score -9426708 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -9426717.000000 Penalty: 5699.448242
	Iteration 69Q: 3 clusters Score -9426717 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 85611 members 
Entering Unmasked Estep 
Score: -9426747.000000 Penalty: 5699.448242
	Iteration 70Q: 3 clusters Score -9426747 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 85701 members 
Entering Unmasked Estep 
Score: -9426732.000000 Penalty: 5699.448242
	Iteration 71Q: 3 clusters Score -9426732 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 85787 members 
Entering Unmasked Estep 
Score: -9426705.000000 Penalty: 5699.448242
	Iteration 72Q: 3 clusters Score -9426705 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 85874 members 
Entering Unmasked Estep 
Score: -9426705.000000 Penalty: 5699.448242
	Iteration 73Q: 3 clusters Score -9426705 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 85958 members 
Entering Unmasked Estep 
Score: -9426698.000000 Penalty: 5699.448242
	Iteration 74Q: 3 clusters Score -9426698 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 86043 members 
Entering Unmasked Estep 
Score: -9426730.000000 Penalty: 5699.448242
	Iteration 75Q: 3 clusters Score -9426730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
Score: -9426718.000000 Penalty: 5699.448242
	Iteration 76Q: 3 clusters Score -9426718 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 86206 members 
Entering Unmasked Estep 
Score: -9426731.000000 Penalty: 5699.448242
	Iteration 77Q: 3 clusters Score -9426731 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -9426731.000000 Penalty: 5699.448242
	Iteration 78Q: 3 clusters Score -9426731 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 86335 members 
Entering Unmasked Estep 
Score: -9426745.000000 Penalty: 5699.448242
	Iteration 79Q: 3 clusters Score -9426745 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 86389 members 
Entering Unmasked Estep 
Score: -9426754.000000 Penalty: 5699.448242
	Iteration 80F: 3 clusters Score -9426754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 86437 members 
Entering Unmasked Estep 
Score: -9426767.000000 Penalty: 5699.448242
	Iteration 81Q: 3 clusters Score -9426767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 86476 members 
Entering Unmasked Estep 
Score: -9426771.000000 Penalty: 5699.448242
	Iteration 82Q: 3 clusters Score -9426771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 86502 members 
Entering Unmasked Estep 
Score: -9426781.000000 Penalty: 5699.448242
	Iteration 83Q: 3 clusters Score -9426781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 86525 members 
Entering Unmasked Estep 
Score: -9426784.000000 Penalty: 5699.448242
	Iteration 84Q: 3 clusters Score -9426784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 86546 members 
Entering Unmasked Estep 
Score: -9426785.000000 Penalty: 5699.448242
	Iteration 85Q: 3 clusters Score -9426785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 86559 members 
Entering Unmasked Estep 
Score: -9426795.000000 Penalty: 5699.448242
	Iteration 86Q: 3 clusters Score -9426795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 86571 members 
Entering Unmasked Estep 
Score: -9426791.000000 Penalty: 5699.448242
	Iteration 87Q: 3 clusters Score -9426791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 86580 members 
Entering Unmasked Estep 
Score: -9426784.000000 Penalty: 5699.448242
	Iteration 88Q: 3 clusters Score -9426784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -9426782.000000 Penalty: 5699.448242
	Iteration 89Q: 3 clusters Score -9426782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 86584 members 
Entering Unmasked Estep 
Score: -9426783.000000 Penalty: 5699.448242
	Iteration 90Q: 3 clusters Score -9426783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 86587 members 
Entering Unmasked Estep 
Score: -9426784.000000 Penalty: 5699.448242
	Iteration 91Q: 3 clusters Score -9426784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 86593 members 
Entering Unmasked Estep 
Score: -9426789.000000 Penalty: 5699.448242
	Iteration 92Q: 3 clusters Score -9426789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 86596 members 
Entering Unmasked Estep 
Score: -9426794.000000 Penalty: 5699.448242
	Iteration 93Q: 3 clusters Score -9426794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 86600 members 
Entering Unmasked Estep 
Score: -9426786.000000 Penalty: 5699.448242
	Iteration 94Q: 3 clusters Score -9426786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -9426795.000000 Penalty: 5699.448242
	Iteration 95Q: 3 clusters Score -9426795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 86608 members 
Entering Unmasked Estep 
Score: -9426793.000000 Penalty: 5699.448242
	Iteration 96Q: 3 clusters Score -9426793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -9426797.000000 Penalty: 5699.448242
	Iteration 97Q: 3 clusters Score -9426797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -9426793.000000 Penalty: 5699.448242
	Iteration 98Q: 3 clusters Score -9426793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -9426797.000000 Penalty: 5699.448242
	Iteration 99Q: 3 clusters Score -9426797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 86622 members 
Entering Unmasked Estep 
Score: -9426787.000000 Penalty: 5699.448242
	Iteration 100F: 3 clusters Score -9426787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -9426790.000000 Penalty: 5699.448242
	Iteration 101Q: 3 clusters Score -9426790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 86627 members 
Entering Unmasked Estep 
Score: -9426795.000000 Penalty: 5699.448242
	Iteration 102Q: 3 clusters Score -9426795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 86628 members 
Entering Unmasked Estep 
Score: -9426786.000000 Penalty: 5699.448242
	Iteration 103Q: 3 clusters Score -9426786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 86629 members 
Entering Unmasked Estep 
Score: -9426789.000000 Penalty: 5699.448242
	Iteration 104Q: 3 clusters Score -9426789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 86629 members 
Entering Unmasked Estep 
Score: -9426789.000000 Penalty: 5699.448242
	Iteration 105F: 3 clusters Score -9426789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134513 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230348 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29643 members 
Mstep: Class 6 contains 310058 members 
Mstep: Class 7 contains 11185 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20044 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 225102 members 
Mstep: Class 12 contains 65394 members 
Mstep: Class 13 contains 21659 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220586 members 
Mstep: Class 16 contains 8364 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 5178 members 
Mstep: Class 21 contains 8385 members 
Mstep: Class 22 contains 102697 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 18336 members 
Mstep: Class 27 contains 11568 members 
Mstep: Class 28 contains 10155 members 
Mstep: Class 29 contains 10113 members 
Mstep: Class 30 contains 25669 members 
Mstep: Class 31 contains 8728 members 
Mstep: Class 32 contains 5675 members 
Mstep: Class 33 contains 9048 members 
Mstep: Class 34 contains 3584 members 
Mstep: Class 35 contains 86629 members 
Entering Unmasked Estep 
Score: -157701408.000000 Penalty: 124380.453125
Splitting cluster 7 changes total score from -157701776.000000 to -157701408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Entering Unmasked Estep 
Score: -766922.562500 Penalty: 2218.733154
	Iteration 0F: 2 clusters Score -766922.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -760741.375000 Penalty: 4437.466309
	Iteration 0F: 3 clusters Score -760741.4 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -762362.500000 Penalty: 4437.466309
	Iteration 1F: 3 clusters Score -762362.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -762625.187500 Penalty: 4437.466309
	Iteration 2F: 3 clusters Score -762625.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -762806.187500 Penalty: 4437.466309
	Iteration 3Q: 3 clusters Score -762806.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -762936.000000 Penalty: 4437.466309
	Iteration 4Q: 3 clusters Score -762936 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -763035.125000 Penalty: 4437.466309
	Iteration 5Q: 3 clusters Score -763035.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -763124.562500 Penalty: 4437.466309
	Iteration 6Q: 3 clusters Score -763124.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -763198.937500 Penalty: 4437.466309
	Iteration 7Q: 3 clusters Score -763198.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -763255.812500 Penalty: 4437.466309
	Iteration 8Q: 3 clusters Score -763255.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -763297.250000 Penalty: 4437.466309
	Iteration 9Q: 3 clusters Score -763297.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -763334.687500 Penalty: 4437.466309
	Iteration 10Q: 3 clusters Score -763334.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -763364.875000 Penalty: 4437.466309
	Iteration 11Q: 3 clusters Score -763364.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -763387.312500 Penalty: 4437.466309
	Iteration 12Q: 3 clusters Score -763387.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -763415.000000 Penalty: 4437.466309
	Iteration 13Q: 3 clusters Score -763415 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -763437.500000 Penalty: 4437.466309
	Iteration 14Q: 3 clusters Score -763437.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -763458.500000 Penalty: 4437.466309
	Iteration 15Q: 3 clusters Score -763458.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -763473.812500 Penalty: 4437.466309
	Iteration 16Q: 3 clusters Score -763473.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -763491.125000 Penalty: 4437.466309
	Iteration 17Q: 3 clusters Score -763491.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -763509.937500 Penalty: 4437.466309
	Iteration 18Q: 3 clusters Score -763509.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -763532.000000 Penalty: 4437.466309
	Iteration 19Q: 3 clusters Score -763532 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -763561.437500 Penalty: 4437.466309
	Iteration 20F: 3 clusters Score -763561.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -763593.687500 Penalty: 4437.466309
	Iteration 21Q: 3 clusters Score -763593.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -763624.875000 Penalty: 4437.466309
	Iteration 22Q: 3 clusters Score -763624.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -763655.000000 Penalty: 4437.466309
	Iteration 23Q: 3 clusters Score -763655 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -763692.937500 Penalty: 4437.466309
	Iteration 24Q: 3 clusters Score -763692.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -763743.625000 Penalty: 4437.466309
	Iteration 25Q: 3 clusters Score -763743.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -763803.125000 Penalty: 4437.466309
	Iteration 26Q: 3 clusters Score -763803.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -763890.625000 Penalty: 4437.466309
	Iteration 27Q: 3 clusters Score -763890.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -763991.750000 Penalty: 4437.466309
	Iteration 28Q: 3 clusters Score -763991.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -764096.250000 Penalty: 4437.466309
	Iteration 29Q: 3 clusters Score -764096.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -764202.750000 Penalty: 4437.466309
	Iteration 30Q: 3 clusters Score -764202.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -764301.750000 Penalty: 4437.466309
	Iteration 31Q: 3 clusters Score -764301.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -764389.562500 Penalty: 4437.466309
	Iteration 32Q: 3 clusters Score -764389.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -764459.500000 Penalty: 4437.466309
	Iteration 33Q: 3 clusters Score -764459.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -764522.812500 Penalty: 4437.466309
	Iteration 34Q: 3 clusters Score -764522.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -764582.375000 Penalty: 4437.466309
	Iteration 35Q: 3 clusters Score -764582.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -764632.562500 Penalty: 4437.466309
	Iteration 36Q: 3 clusters Score -764632.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -764683.562500 Penalty: 4437.466309
	Iteration 37Q: 3 clusters Score -764683.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -764709.812500 Penalty: 4437.466309
	Iteration 38Q: 3 clusters Score -764709.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -764737.312500 Penalty: 4437.466309
	Iteration 39Q: 3 clusters Score -764737.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -764759.937500 Penalty: 4437.466309
	Iteration 40F: 3 clusters Score -764759.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -764777.937500 Penalty: 4437.466309
	Iteration 41Q: 3 clusters Score -764777.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -764800.187500 Penalty: 4437.466309
	Iteration 42Q: 3 clusters Score -764800.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -764816.687500 Penalty: 4437.466309
	Iteration 43Q: 3 clusters Score -764816.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -764827.125000 Penalty: 4437.466309
	Iteration 44Q: 3 clusters Score -764827.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -764843.437500 Penalty: 4437.466309
	Iteration 45Q: 3 clusters Score -764843.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -764864.437500 Penalty: 4437.466309
	Iteration 46Q: 3 clusters Score -764864.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -764886.375000 Penalty: 4437.466309
	Iteration 47Q: 3 clusters Score -764886.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -764908.937500 Penalty: 4437.466309
	Iteration 48Q: 3 clusters Score -764908.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -764928.562500 Penalty: 4437.466309
	Iteration 49Q: 3 clusters Score -764928.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -764945.062500 Penalty: 4437.466309
	Iteration 50Q: 3 clusters Score -764945.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -764959.812500 Penalty: 4437.466309
	Iteration 51Q: 3 clusters Score -764959.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -764971.500000 Penalty: 4437.466309
	Iteration 52Q: 3 clusters Score -764971.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -764979.562500 Penalty: 4437.466309
	Iteration 53Q: 3 clusters Score -764979.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -764987.250000 Penalty: 4437.466309
	Iteration 54Q: 3 clusters Score -764987.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -764990.875000 Penalty: 4437.466309
	Iteration 55Q: 3 clusters Score -764990.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -764994.812500 Penalty: 4437.466309
	Iteration 56Q: 3 clusters Score -764994.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -764996.687500 Penalty: 4437.466309
	Iteration 57Q: 3 clusters Score -764996.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -764998.937500 Penalty: 4437.466309
	Iteration 58Q: 3 clusters Score -764998.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -765002.687500 Penalty: 4437.466309
	Iteration 59Q: 3 clusters Score -765002.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -765001.500000 Penalty: 4437.466309
	Iteration 60F: 3 clusters Score -765001.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -765005.750000 Penalty: 4437.466309
	Iteration 61Q: 3 clusters Score -765005.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -765006.062500 Penalty: 4437.466309
	Iteration 62Q: 3 clusters Score -765006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -765007.937500 Penalty: 4437.466309
	Iteration 63Q: 3 clusters Score -765007.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -765011.437500 Penalty: 4437.466309
	Iteration 64Q: 3 clusters Score -765011.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -765011.562500 Penalty: 4437.466309
	Iteration 65Q: 3 clusters Score -765011.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -765011.562500 Penalty: 4437.466309
	Iteration 66F: 3 clusters Score -765011.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Entering Unmasked Estep 
Score: -1794437.125000 Penalty: 2456.609863
	Iteration 0F: 2 clusters Score -1794437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1780390.875000 Penalty: 4913.219727
	Iteration 0F: 3 clusters Score -1780391 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1785225.375000 Penalty: 4913.219727
	Iteration 1F: 3 clusters Score -1785225 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1785706.000000 Penalty: 4913.219727
	Iteration 2F: 3 clusters Score -1785706 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1786147.875000 Penalty: 4913.219727
	Iteration 3Q: 3 clusters Score -1786148 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1786550.125000 Penalty: 4913.219727
	Iteration 4Q: 3 clusters Score -1786550 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1786987.750000 Penalty: 4913.219727
	Iteration 5Q: 3 clusters Score -1786988 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1787472.125000 Penalty: 4913.219727
	Iteration 6Q: 3 clusters Score -1787472 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1788086.000000 Penalty: 4913.219727
	Iteration 7Q: 3 clusters Score -1788086 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1788794.625000 Penalty: 4913.219727
	Iteration 8Q: 3 clusters Score -1788795 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1789591.500000 Penalty: 4913.219727
	Iteration 9Q: 3 clusters Score -1789592 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1790338.500000 Penalty: 4913.219727
	Iteration 10F: 3 clusters Score -1790338 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1790870.625000 Penalty: 4913.219727
	Iteration 11Q: 3 clusters Score -1790871 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1791273.625000 Penalty: 4913.219727
	Iteration 12Q: 3 clusters Score -1791274 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1791603.625000 Penalty: 4913.219727
	Iteration 13Q: 3 clusters Score -1791604 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1791872.250000 Penalty: 4913.219727
	Iteration 14Q: 3 clusters Score -1791872 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1792079.250000 Penalty: 4913.219727
	Iteration 15Q: 3 clusters Score -1792079 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1792256.625000 Penalty: 4913.219727
	Iteration 16Q: 3 clusters Score -1792257 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1792408.375000 Penalty: 4913.219727
	Iteration 17Q: 3 clusters Score -1792408 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1792558.250000 Penalty: 4913.219727
	Iteration 18Q: 3 clusters Score -1792558 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1792673.625000 Penalty: 4913.219727
	Iteration 19Q: 3 clusters Score -1792674 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1792770.875000 Penalty: 4913.219727
	Iteration 20F: 3 clusters Score -1792771 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1792850.000000 Penalty: 4913.219727
	Iteration 21Q: 3 clusters Score -1792850 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1792918.250000 Penalty: 4913.219727
	Iteration 22Q: 3 clusters Score -1792918 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1792974.375000 Penalty: 4913.219727
	Iteration 23Q: 3 clusters Score -1792974 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1793010.125000 Penalty: 4913.219727
	Iteration 24Q: 3 clusters Score -1793010 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1793038.875000 Penalty: 4913.219727
	Iteration 25Q: 3 clusters Score -1793039 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1793060.375000 Penalty: 4913.219727
	Iteration 26Q: 3 clusters Score -1793060 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1793092.625000 Penalty: 4913.219727
	Iteration 27Q: 3 clusters Score -1793093 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1793112.750000 Penalty: 4913.219727
	Iteration 28Q: 3 clusters Score -1793113 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1793132.875000 Penalty: 4913.219727
	Iteration 29Q: 3 clusters Score -1793133 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1793143.625000 Penalty: 4913.219727
	Iteration 30Q: 3 clusters Score -1793144 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1793146.625000 Penalty: 4913.219727
	Iteration 31Q: 3 clusters Score -1793147 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1793162.250000 Penalty: 4913.219727
	Iteration 32Q: 3 clusters Score -1793162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1793170.375000 Penalty: 4913.219727
	Iteration 33Q: 3 clusters Score -1793170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1793173.125000 Penalty: 4913.219727
	Iteration 34Q: 3 clusters Score -1793173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1793178.875000 Penalty: 4913.219727
	Iteration 35Q: 3 clusters Score -1793179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1793184.625000 Penalty: 4913.219727
	Iteration 36Q: 3 clusters Score -1793185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1793186.500000 Penalty: 4913.219727
	Iteration 37Q: 3 clusters Score -1793186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1793182.500000 Penalty: 4913.219727
	Iteration 38Q: 3 clusters Score -1793182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1793192.250000 Penalty: 4913.219727
	Iteration 39Q: 3 clusters Score -1793192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1793193.250000 Penalty: 4913.219727
	Iteration 40F: 3 clusters Score -1793193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1793193.125000 Penalty: 4913.219727
	Iteration 41Q: 3 clusters Score -1793193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1793196.125000 Penalty: 4913.219727
	Iteration 42Q: 3 clusters Score -1793196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1793198.375000 Penalty: 4913.219727
	Iteration 43Q: 3 clusters Score -1793198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1793199.625000 Penalty: 4913.219727
	Iteration 44Q: 3 clusters Score -1793200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1793199.375000 Penalty: 4913.219727
	Iteration 45Q: 3 clusters Score -1793199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1793196.750000 Penalty: 4913.219727
	Iteration 46Q: 3 clusters Score -1793197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1793196.625000 Penalty: 4913.219727
	Iteration 47Q: 3 clusters Score -1793197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1793196.875000 Penalty: 4913.219727
	Iteration 48Q: 3 clusters Score -1793197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1793199.750000 Penalty: 4913.219727
	Iteration 49Q: 3 clusters Score -1793200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1793199.000000 Penalty: 4913.219727
	Iteration 50Q: 3 clusters Score -1793199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1793199.000000 Penalty: 4913.219727
	Iteration 51F: 3 clusters Score -1793199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Entering Unmasked Estep 
Score: -775681.375000 Penalty: 2241.396484
	Iteration 0F: 2 clusters Score -775681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -769015.375000 Penalty: 4482.792969
	Iteration 0F: 3 clusters Score -769015.4 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -770916.375000 Penalty: 4482.792969
	Iteration 1F: 3 clusters Score -770916.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -771286.500000 Penalty: 4482.792969
	Iteration 2F: 3 clusters Score -771286.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -771613.750000 Penalty: 4482.792969
	Iteration 3F: 3 clusters Score -771613.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -771917.000000 Penalty: 4482.792969
	Iteration 4F: 3 clusters Score -771917 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -772208.125000 Penalty: 4482.792969
	Iteration 5Q: 3 clusters Score -772208.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -772466.375000 Penalty: 4482.792969
	Iteration 6Q: 3 clusters Score -772466.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -772714.062500 Penalty: 4482.792969
	Iteration 7Q: 3 clusters Score -772714.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -772982.437500 Penalty: 4482.792969
	Iteration 8Q: 3 clusters Score -772982.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -773271.125000 Penalty: 4482.792969
	Iteration 9Q: 3 clusters Score -773271.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -773551.875000 Penalty: 4482.792969
	Iteration 10Q: 3 clusters Score -773551.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -773806.812500 Penalty: 4482.792969
	Iteration 11Q: 3 clusters Score -773806.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -774001.125000 Penalty: 4482.792969
	Iteration 12Q: 3 clusters Score -774001.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -774174.062500 Penalty: 4482.792969
	Iteration 13Q: 3 clusters Score -774174.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -774321.812500 Penalty: 4482.792969
	Iteration 14Q: 3 clusters Score -774321.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -774436.500000 Penalty: 4482.792969
	Iteration 15Q: 3 clusters Score -774436.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -774521.750000 Penalty: 4482.792969
	Iteration 16Q: 3 clusters Score -774521.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -774572.625000 Penalty: 4482.792969
	Iteration 17Q: 3 clusters Score -774572.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -774601.062500 Penalty: 4482.792969
	Iteration 18Q: 3 clusters Score -774601.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -774619.125000 Penalty: 4482.792969
	Iteration 19Q: 3 clusters Score -774619.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -774633.875000 Penalty: 4482.792969
	Iteration 20F: 3 clusters Score -774633.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -774647.000000 Penalty: 4482.792969
	Iteration 21Q: 3 clusters Score -774647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -774653.500000 Penalty: 4482.792969
	Iteration 22Q: 3 clusters Score -774653.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -774658.062500 Penalty: 4482.792969
	Iteration 23Q: 3 clusters Score -774658.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -774670.250000 Penalty: 4482.792969
	Iteration 24Q: 3 clusters Score -774670.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -774674.000000 Penalty: 4482.792969
	Iteration 25Q: 3 clusters Score -774674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -774681.062500 Penalty: 4482.792969
	Iteration 26Q: 3 clusters Score -774681.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -774685.187500 Penalty: 4482.792969
	Iteration 27Q: 3 clusters Score -774685.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -774685.875000 Penalty: 4482.792969
	Iteration 28Q: 3 clusters Score -774685.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -774688.875000 Penalty: 4482.792969
	Iteration 29Q: 3 clusters Score -774688.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -774689.312500 Penalty: 4482.792969
	Iteration 30Q: 3 clusters Score -774689.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -774691.000000 Penalty: 4482.792969
	Iteration 31Q: 3 clusters Score -774691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -774693.437500 Penalty: 4482.792969
	Iteration 32Q: 3 clusters Score -774693.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -774694.125000 Penalty: 4482.792969
	Iteration 33Q: 3 clusters Score -774694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -774693.000000 Penalty: 4482.792969
	Iteration 34Q: 3 clusters Score -774693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -774694.312500 Penalty: 4482.792969
	Iteration 35Q: 3 clusters Score -774694.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -774694.437500 Penalty: 4482.792969
	Iteration 36Q: 3 clusters Score -774694.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -774694.437500 Penalty: 4482.792969
	Iteration 37F: 3 clusters Score -774694.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (225102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225102 members 
Entering Unmasked Estep 
Score: -22122852.000000 Penalty: 3056.428711
	Iteration 0F: 2 clusters Score -2.212285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112308 members 
Mstep: Class 2 contains 112794 members 
Entering Unmasked Estep 
Score: -21973924.000000 Penalty: 6112.857422
	Iteration 0F: 3 clusters Score -2.197392e+07 nChanged 108464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108404 members 
Mstep: Class 2 contains 116698 members 
Entering Unmasked Estep 
Score: -22037318.000000 Penalty: 6112.857422
	Iteration 1F: 3 clusters Score -2.203732e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106133 members 
Mstep: Class 2 contains 118969 members 
Entering Unmasked Estep 
Score: -22038400.000000 Penalty: 6112.857422
	Iteration 2Q: 3 clusters Score -2.20384e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102653 members 
Mstep: Class 2 contains 122449 members 
Entering Unmasked Estep 
Score: -22039814.000000 Penalty: 6112.857422
	Iteration 3Q: 3 clusters Score -2.203981e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97291 members 
Mstep: Class 2 contains 127811 members 
Entering Unmasked Estep 
Score: -22041856.000000 Penalty: 6112.857422
	Iteration 4Q: 3 clusters Score -2.204186e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88879 members 
Mstep: Class 2 contains 136223 members 
Entering Unmasked Estep 
Score: -22045516.000000 Penalty: 6112.857422
	Iteration 5Q: 3 clusters Score -2.204552e+07 nChanged 12926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76399 members 
Mstep: Class 2 contains 148703 members 
Entering Unmasked Estep 
Score: -22052990.000000 Penalty: 6112.857422
	Iteration 6F: 3 clusters Score -2.205299e+07 nChanged 17576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59053 members 
Mstep: Class 2 contains 166049 members 
Entering Unmasked Estep 
Score: -22065970.000000 Penalty: 6112.857422
	Iteration 7F: 3 clusters Score -2.206597e+07 nChanged 20998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 186959 members 
Entering Unmasked Estep 
Score: -22085266.000000 Penalty: 6112.857422
	Iteration 8F: 3 clusters Score -2.208527e+07 nChanged 19042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 205965 members 
Entering Unmasked Estep 
Score: -22103404.000000 Penalty: 6112.857422
	Iteration 9F: 3 clusters Score -2.21034e+07 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 217377 members 
Entering Unmasked Estep 
Score: -22113958.000000 Penalty: 6112.857422
	Iteration 10F: 3 clusters Score -2.211396e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 222075 members 
Entering Unmasked Estep 
Score: -22117978.000000 Penalty: 6112.857422
	Iteration 11Q: 3 clusters Score -2.211798e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 223680 members 
Entering Unmasked Estep 
Score: -22119204.000000 Penalty: 6112.857422
	Iteration 12Q: 3 clusters Score -2.21192e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 224246 members 
Entering Unmasked Estep 
Score: -22119608.000000 Penalty: 6112.857422
	Iteration 13Q: 3 clusters Score -2.211961e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 224478 members 
Entering Unmasked Estep 
Score: -22119828.000000 Penalty: 6112.857422
	Iteration 14Q: 3 clusters Score -2.211983e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 224582 members 
Entering Unmasked Estep 
Score: -22119944.000000 Penalty: 6112.857422
	Iteration 15Q: 3 clusters Score -2.211994e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 224622 members 
Entering Unmasked Estep 
Score: -22120014.000000 Penalty: 6112.857422
	Iteration 16Q: 3 clusters Score -2.212001e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 224653 members 
Entering Unmasked Estep 
Score: -22120060.000000 Penalty: 6112.857422
	Iteration 17Q: 3 clusters Score -2.212006e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 224677 members 
Entering Unmasked Estep 
Score: -22120092.000000 Penalty: 6112.857422
	Iteration 18Q: 3 clusters Score -2.212009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 224685 members 
Entering Unmasked Estep 
Score: -22120122.000000 Penalty: 6112.857422
	Iteration 19Q: 3 clusters Score -2.212012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 224694 members 
Entering Unmasked Estep 
Score: -22120134.000000 Penalty: 6112.857422
	Iteration 20F: 3 clusters Score -2.212013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 224699 members 
Entering Unmasked Estep 
Score: -22120110.000000 Penalty: 6112.857422
	Iteration 21Q: 3 clusters Score -2.212011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 224702 members 
Entering Unmasked Estep 
Score: -22120144.000000 Penalty: 6112.857422
	Iteration 22Q: 3 clusters Score -2.212014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 224703 members 
Entering Unmasked Estep 
Score: -22120136.000000 Penalty: 6112.857422
	Iteration 23Q: 3 clusters Score -2.212014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 224706 members 
Entering Unmasked Estep 
Score: -22120144.000000 Penalty: 6112.857422
	Iteration 24Q: 3 clusters Score -2.212014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 224709 members 
Entering Unmasked Estep 
Score: -22120134.000000 Penalty: 6112.857422
	Iteration 25Q: 3 clusters Score -2.212013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 224710 members 
Entering Unmasked Estep 
Score: -22120152.000000 Penalty: 6112.857422
	Iteration 26Q: 3 clusters Score -2.212015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 224712 members 
Entering Unmasked Estep 
Score: -22120156.000000 Penalty: 6112.857422
	Iteration 27Q: 3 clusters Score -2.212016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 224713 members 
Entering Unmasked Estep 
Score: -22120170.000000 Penalty: 6112.857422
	Iteration 28Q: 3 clusters Score -2.212017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 224713 members 
Entering Unmasked Estep 
Score: -22120162.000000 Penalty: 6112.857422
	Iteration 29Q: 3 clusters Score -2.212016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 224713 members 
Entering Unmasked Estep 
Score: -22120162.000000 Penalty: 6112.857422
	Iteration 30F: 3 clusters Score -2.212016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Entering Unmasked Estep 
Score: -6335582.500000 Penalty: 2749.870117
	Iteration 0F: 2 clusters Score -6335582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -6291761.500000 Penalty: 5499.740234
	Iteration 0F: 3 clusters Score -6291762 nChanged 30594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -6309006.500000 Penalty: 5499.740234
	Iteration 1F: 3 clusters Score -6309006 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -6309897.500000 Penalty: 5499.740234
	Iteration 2Q: 3 clusters Score -6309898 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -6310966.500000 Penalty: 5499.740234
	Iteration 3Q: 3 clusters Score -6310966 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -6312382.500000 Penalty: 5499.740234
	Iteration 4Q: 3 clusters Score -6312382 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -6314038.000000 Penalty: 5499.740234
	Iteration 5Q: 3 clusters Score -6314038 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -6316121.000000 Penalty: 5499.740234
	Iteration 6F: 3 clusters Score -6316121 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -6318352.000000 Penalty: 5499.740234
	Iteration 7F: 3 clusters Score -6318352 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -6320281.000000 Penalty: 5499.740234
	Iteration 8F: 3 clusters Score -6320281 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -6321721.000000 Penalty: 5499.740234
	Iteration 9Q: 3 clusters Score -6321721 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -6322800.500000 Penalty: 5499.740234
	Iteration 10Q: 3 clusters Score -6322800 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -6323638.500000 Penalty: 5499.740234
	Iteration 11Q: 3 clusters Score -6323638 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -6324370.000000 Penalty: 5499.740234
	Iteration 12Q: 3 clusters Score -6324370 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -6325082.500000 Penalty: 5499.740234
	Iteration 13Q: 3 clusters Score -6325082 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -6325849.000000 Penalty: 5499.740234
	Iteration 14Q: 3 clusters Score -6325849 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -6326635.500000 Penalty: 5499.740234
	Iteration 15Q: 3 clusters Score -6326636 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -6327505.500000 Penalty: 5499.740234
	Iteration 16Q: 3 clusters Score -6327506 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -6328452.500000 Penalty: 5499.740234
	Iteration 17Q: 3 clusters Score -6328452 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -6329260.000000 Penalty: 5499.740234
	Iteration 18Q: 3 clusters Score -6329260 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -6330058.000000 Penalty: 5499.740234
	Iteration 19Q: 3 clusters Score -6330058 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -6330806.500000 Penalty: 5499.740234
	Iteration 20F: 3 clusters Score -6330806 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -6331425.000000 Penalty: 5499.740234
	Iteration 21Q: 3 clusters Score -6331425 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62396 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6331919.000000 Penalty: 5499.740234
	Iteration 22Q: 3 clusters Score -6331919 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6332294.500000 Penalty: 5499.740234
	Iteration 23Q: 3 clusters Score -6332294 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63481 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6332575.500000 Penalty: 5499.740234
	Iteration 24Q: 3 clusters Score -6332576 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6332763.000000 Penalty: 5499.740234
	Iteration 25Q: 3 clusters Score -6332763 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6332915.000000 Penalty: 5499.740234
	Iteration 26Q: 3 clusters Score -6332915 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6333036.500000 Penalty: 5499.740234
	Iteration 27Q: 3 clusters Score -6333036 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6333104.500000 Penalty: 5499.740234
	Iteration 28Q: 3 clusters Score -6333104 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6333157.000000 Penalty: 5499.740234
	Iteration 29Q: 3 clusters Score -6333157 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64389 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6333190.500000 Penalty: 5499.740234
	Iteration 30Q: 3 clusters Score -6333190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6333215.000000 Penalty: 5499.740234
	Iteration 31Q: 3 clusters Score -6333215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6333244.500000 Penalty: 5499.740234
	Iteration 32Q: 3 clusters Score -6333244 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64515 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6333272.500000 Penalty: 5499.740234
	Iteration 33Q: 3 clusters Score -6333272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6333294.500000 Penalty: 5499.740234
	Iteration 34Q: 3 clusters Score -6333294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64568 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6333304.500000 Penalty: 5499.740234
	Iteration 35Q: 3 clusters Score -6333304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6333333.500000 Penalty: 5499.740234
	Iteration 36Q: 3 clusters Score -6333334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6333339.500000 Penalty: 5499.740234
	Iteration 37Q: 3 clusters Score -6333340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6333345.000000 Penalty: 5499.740234
	Iteration 38Q: 3 clusters Score -6333345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64611 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6333345.500000 Penalty: 5499.740234
	Iteration 39Q: 3 clusters Score -6333346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6333353.000000 Penalty: 5499.740234
	Iteration 40F: 3 clusters Score -6333353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6333354.500000 Penalty: 5499.740234
	Iteration 41Q: 3 clusters Score -6333354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6333358.500000 Penalty: 5499.740234
	Iteration 42Q: 3 clusters Score -6333358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6333356.000000 Penalty: 5499.740234
	Iteration 43Q: 3 clusters Score -6333356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6333362.000000 Penalty: 5499.740234
	Iteration 44Q: 3 clusters Score -6333362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6333367.500000 Penalty: 5499.740234
	Iteration 45Q: 3 clusters Score -6333368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6333365.500000 Penalty: 5499.740234
	Iteration 46Q: 3 clusters Score -6333366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6333365.500000 Penalty: 5499.740234
	Iteration 47F: 3 clusters Score -6333366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Entering Unmasked Estep 
Score: -2014370.375000 Penalty: 2475.827637
	Iteration 0F: 2 clusters Score -2014370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1999158.750000 Penalty: 4951.655273
	Iteration 0F: 3 clusters Score -1999159 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2004596.625000 Penalty: 4951.655273
	Iteration 1F: 3 clusters Score -2004597 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2005068.875000 Penalty: 4951.655273
	Iteration 2F: 3 clusters Score -2005069 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2005439.375000 Penalty: 4951.655273
	Iteration 3Q: 3 clusters Score -2005439 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2005790.375000 Penalty: 4951.655273
	Iteration 4Q: 3 clusters Score -2005790 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2006182.250000 Penalty: 4951.655273
	Iteration 5Q: 3 clusters Score -2006182 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2006659.750000 Penalty: 4951.655273
	Iteration 6Q: 3 clusters Score -2006660 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2007257.250000 Penalty: 4951.655273
	Iteration 7Q: 3 clusters Score -2007257 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2008027.625000 Penalty: 4951.655273
	Iteration 8F: 3 clusters Score -2008028 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2008907.375000 Penalty: 4951.655273
	Iteration 9F: 3 clusters Score -2008907 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2009848.250000 Penalty: 4951.655273
	Iteration 10F: 3 clusters Score -2009848 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2010682.875000 Penalty: 4951.655273
	Iteration 11Q: 3 clusters Score -2010683 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2011343.000000 Penalty: 4951.655273
	Iteration 12Q: 3 clusters Score -2011343 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2011924.875000 Penalty: 4951.655273
	Iteration 13Q: 3 clusters Score -2011925 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2012392.500000 Penalty: 4951.655273
	Iteration 14Q: 3 clusters Score -2012392 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2012653.625000 Penalty: 4951.655273
	Iteration 15Q: 3 clusters Score -2012654 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2012817.125000 Penalty: 4951.655273
	Iteration 16Q: 3 clusters Score -2012817 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2012896.625000 Penalty: 4951.655273
	Iteration 17Q: 3 clusters Score -2012897 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2012961.125000 Penalty: 4951.655273
	Iteration 18Q: 3 clusters Score -2012961 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2012986.750000 Penalty: 4951.655273
	Iteration 19Q: 3 clusters Score -2012987 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2013011.250000 Penalty: 4951.655273
	Iteration 20F: 3 clusters Score -2013011 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2013033.750000 Penalty: 4951.655273
	Iteration 21Q: 3 clusters Score -2013034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2013047.750000 Penalty: 4951.655273
	Iteration 22Q: 3 clusters Score -2013048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2013056.250000 Penalty: 4951.655273
	Iteration 23Q: 3 clusters Score -2013056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2013069.625000 Penalty: 4951.655273
	Iteration 24Q: 3 clusters Score -2013070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2013077.125000 Penalty: 4951.655273
	Iteration 25Q: 3 clusters Score -2013077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2013093.250000 Penalty: 4951.655273
	Iteration 26Q: 3 clusters Score -2013093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2013097.000000 Penalty: 4951.655273
	Iteration 27Q: 3 clusters Score -2013097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2013102.750000 Penalty: 4951.655273
	Iteration 28Q: 3 clusters Score -2013103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2013109.625000 Penalty: 4951.655273
	Iteration 29Q: 3 clusters Score -2013110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2013117.750000 Penalty: 4951.655273
	Iteration 30Q: 3 clusters Score -2013118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2013123.125000 Penalty: 4951.655273
	Iteration 31Q: 3 clusters Score -2013123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2013129.500000 Penalty: 4951.655273
	Iteration 32Q: 3 clusters Score -2013130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2013131.875000 Penalty: 4951.655273
	Iteration 33Q: 3 clusters Score -2013132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2013133.500000 Penalty: 4951.655273
	Iteration 34Q: 3 clusters Score -2013134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2013137.750000 Penalty: 4951.655273
	Iteration 35Q: 3 clusters Score -2013138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2013148.625000 Penalty: 4951.655273
	Iteration 36Q: 3 clusters Score -2013149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2013151.500000 Penalty: 4951.655273
	Iteration 37Q: 3 clusters Score -2013152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2013152.625000 Penalty: 4951.655273
	Iteration 38Q: 3 clusters Score -2013153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2013155.250000 Penalty: 4951.655273
	Iteration 39Q: 3 clusters Score -2013155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2013154.500000 Penalty: 4951.655273
	Iteration 40F: 3 clusters Score -2013154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2013157.375000 Penalty: 4951.655273
	Iteration 41Q: 3 clusters Score -2013157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2013155.750000 Penalty: 4951.655273
	Iteration 42Q: 3 clusters Score -2013156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2013155.750000 Penalty: 4951.655273
	Iteration 43F: 3 clusters Score -2013156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Entering Unmasked Estep 
Score: -844075.250000 Penalty: 2247.968506
	Iteration 0F: 2 clusters Score -844075.2 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 4312 members 
Entering Unmasked Estep 
Score: -837190.437500 Penalty: 4495.937012
	Iteration 0F: 3 clusters Score -837190.4 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -839039.687500 Penalty: 4495.937012
	Iteration 1F: 3 clusters Score -839039.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -839294.750000 Penalty: 4495.937012
	Iteration 2F: 3 clusters Score -839294.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -839481.812500 Penalty: 4495.937012
	Iteration 3Q: 3 clusters Score -839481.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -839598.750000 Penalty: 4495.937012
	Iteration 4Q: 3 clusters Score -839598.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -839683.437500 Penalty: 4495.937012
	Iteration 5Q: 3 clusters Score -839683.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -839745.437500 Penalty: 4495.937012
	Iteration 6Q: 3 clusters Score -839745.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -839793.500000 Penalty: 4495.937012
	Iteration 7Q: 3 clusters Score -839793.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -839836.375000 Penalty: 4495.937012
	Iteration 8Q: 3 clusters Score -839836.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -839873.500000 Penalty: 4495.937012
	Iteration 9Q: 3 clusters Score -839873.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -839907.437500 Penalty: 4495.937012
	Iteration 10Q: 3 clusters Score -839907.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -839944.750000 Penalty: 4495.937012
	Iteration 11Q: 3 clusters Score -839944.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -839972.187500 Penalty: 4495.937012
	Iteration 12Q: 3 clusters Score -839972.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -840000.500000 Penalty: 4495.937012
	Iteration 13Q: 3 clusters Score -840000.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -840032.687500 Penalty: 4495.937012
	Iteration 14Q: 3 clusters Score -840032.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -840058.687500 Penalty: 4495.937012
	Iteration 15Q: 3 clusters Score -840058.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -840084.125000 Penalty: 4495.937012
	Iteration 16Q: 3 clusters Score -840084.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -840104.812500 Penalty: 4495.937012
	Iteration 17Q: 3 clusters Score -840104.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -840119.625000 Penalty: 4495.937012
	Iteration 18Q: 3 clusters Score -840119.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -840131.312500 Penalty: 4495.937012
	Iteration 19Q: 3 clusters Score -840131.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -840148.250000 Penalty: 4495.937012
	Iteration 20F: 3 clusters Score -840148.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -840164.250000 Penalty: 4495.937012
	Iteration 21Q: 3 clusters Score -840164.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -840180.875000 Penalty: 4495.937012
	Iteration 22Q: 3 clusters Score -840180.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -840194.875000 Penalty: 4495.937012
	Iteration 23Q: 3 clusters Score -840194.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -840209.562500 Penalty: 4495.937012
	Iteration 24Q: 3 clusters Score -840209.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -840223.500000 Penalty: 4495.937012
	Iteration 25Q: 3 clusters Score -840223.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -840237.937500 Penalty: 4495.937012
	Iteration 26Q: 3 clusters Score -840237.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -840250.687500 Penalty: 4495.937012
	Iteration 27Q: 3 clusters Score -840250.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -840263.812500 Penalty: 4495.937012
	Iteration 28Q: 3 clusters Score -840263.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -840280.000000 Penalty: 4495.937012
	Iteration 29Q: 3 clusters Score -840280 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -840295.437500 Penalty: 4495.937012
	Iteration 30Q: 3 clusters Score -840295.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -840313.750000 Penalty: 4495.937012
	Iteration 31Q: 3 clusters Score -840313.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -840340.625000 Penalty: 4495.937012
	Iteration 32Q: 3 clusters Score -840340.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -840378.062500 Penalty: 4495.937012
	Iteration 33Q: 3 clusters Score -840378.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -840432.062500 Penalty: 4495.937012
	Iteration 34Q: 3 clusters Score -840432.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -840496.562500 Penalty: 4495.937012
	Iteration 35Q: 3 clusters Score -840496.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -840557.062500 Penalty: 4495.937012
	Iteration 36Q: 3 clusters Score -840557.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -840638.500000 Penalty: 4495.937012
	Iteration 37Q: 3 clusters Score -840638.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -840724.250000 Penalty: 4495.937012
	Iteration 38Q: 3 clusters Score -840724.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -840812.875000 Penalty: 4495.937012
	Iteration 39Q: 3 clusters Score -840812.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -840911.000000 Penalty: 4495.937012
	Iteration 40F: 3 clusters Score -840911 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -841010.187500 Penalty: 4495.937012
	Iteration 41Q: 3 clusters Score -841010.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -841102.625000 Penalty: 4495.937012
	Iteration 42Q: 3 clusters Score -841102.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -841185.062500 Penalty: 4495.937012
	Iteration 43Q: 3 clusters Score -841185.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -841255.562500 Penalty: 4495.937012
	Iteration 44Q: 3 clusters Score -841255.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -841311.937500 Penalty: 4495.937012
	Iteration 45Q: 3 clusters Score -841311.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -841360.312500 Penalty: 4495.937012
	Iteration 46Q: 3 clusters Score -841360.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -841393.062500 Penalty: 4495.937012
	Iteration 47Q: 3 clusters Score -841393.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -841419.250000 Penalty: 4495.937012
	Iteration 48Q: 3 clusters Score -841419.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -841431.312500 Penalty: 4495.937012
	Iteration 49Q: 3 clusters Score -841431.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -841446.312500 Penalty: 4495.937012
	Iteration 50Q: 3 clusters Score -841446.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -841460.500000 Penalty: 4495.937012
	Iteration 51Q: 3 clusters Score -841460.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -841468.062500 Penalty: 4495.937012
	Iteration 52Q: 3 clusters Score -841468.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -841479.937500 Penalty: 4495.937012
	Iteration 53Q: 3 clusters Score -841479.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -841482.750000 Penalty: 4495.937012
	Iteration 54Q: 3 clusters Score -841482.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -841491.625000 Penalty: 4495.937012
	Iteration 55Q: 3 clusters Score -841491.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -841496.437500 Penalty: 4495.937012
	Iteration 56Q: 3 clusters Score -841496.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -841502.687500 Penalty: 4495.937012
	Iteration 57Q: 3 clusters Score -841502.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -841506.062500 Penalty: 4495.937012
	Iteration 58Q: 3 clusters Score -841506.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -841510.187500 Penalty: 4495.937012
	Iteration 59Q: 3 clusters Score -841510.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -841512.375000 Penalty: 4495.937012
	Iteration 60F: 3 clusters Score -841512.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -841515.750000 Penalty: 4495.937012
	Iteration 61Q: 3 clusters Score -841515.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -841519.250000 Penalty: 4495.937012
	Iteration 62Q: 3 clusters Score -841519.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -841520.375000 Penalty: 4495.937012
	Iteration 63Q: 3 clusters Score -841520.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -841522.062500 Penalty: 4495.937012
	Iteration 64Q: 3 clusters Score -841522.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -841521.437500 Penalty: 4495.937012
	Iteration 65Q: 3 clusters Score -841521.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -841524.750000 Penalty: 4495.937012
	Iteration 66Q: 3 clusters Score -841524.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -841526.812500 Penalty: 4495.937012
	Iteration 67Q: 3 clusters Score -841526.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -841532.375000 Penalty: 4495.937012
	Iteration 68Q: 3 clusters Score -841532.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -841538.875000 Penalty: 4495.937012
	Iteration 69Q: 3 clusters Score -841538.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -841544.687500 Penalty: 4495.937012
	Iteration 70Q: 3 clusters Score -841544.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -841552.375000 Penalty: 4495.937012
	Iteration 71Q: 3 clusters Score -841552.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -841557.937500 Penalty: 4495.937012
	Iteration 72Q: 3 clusters Score -841557.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -841566.500000 Penalty: 4495.937012
	Iteration 73Q: 3 clusters Score -841566.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -841569.687500 Penalty: 4495.937012
	Iteration 74Q: 3 clusters Score -841569.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -841573.625000 Penalty: 4495.937012
	Iteration 75Q: 3 clusters Score -841573.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -841577.312500 Penalty: 4495.937012
	Iteration 76Q: 3 clusters Score -841577.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -841581.375000 Penalty: 4495.937012
	Iteration 77Q: 3 clusters Score -841581.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -841581.687500 Penalty: 4495.937012
	Iteration 78Q: 3 clusters Score -841581.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -841583.062500 Penalty: 4495.937012
	Iteration 79Q: 3 clusters Score -841583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -841584.062500 Penalty: 4495.937012
	Iteration 80F: 3 clusters Score -841584.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -841584.687500 Penalty: 4495.937012
	Iteration 81Q: 3 clusters Score -841584.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -841582.875000 Penalty: 4495.937012
	Iteration 82Q: 3 clusters Score -841582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -841583.312500 Penalty: 4495.937012
	Iteration 83Q: 3 clusters Score -841583.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -841584.312500 Penalty: 4495.937012
	Iteration 84Q: 3 clusters Score -841584.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -841585.687500 Penalty: 4495.937012
	Iteration 85Q: 3 clusters Score -841585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -841585.750000 Penalty: 4495.937012
	Iteration 86Q: 3 clusters Score -841585.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -841586.937500 Penalty: 4495.937012
	Iteration 87Q: 3 clusters Score -841586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -841587.062500 Penalty: 4495.937012
	Iteration 88Q: 3 clusters Score -841587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -841587.937500 Penalty: 4495.937012
	Iteration 89Q: 3 clusters Score -841587.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -841588.875000 Penalty: 4495.937012
	Iteration 90Q: 3 clusters Score -841588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -841587.250000 Penalty: 4495.937012
	Iteration 91Q: 3 clusters Score -841587.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -841587.625000 Penalty: 4495.937012
	Iteration 92Q: 3 clusters Score -841587.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -841588.000000 Penalty: 4495.937012
	Iteration 93Q: 3 clusters Score -841588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -841587.312500 Penalty: 4495.937012
	Iteration 94Q: 3 clusters Score -841587.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -841589.062500 Penalty: 4495.937012
	Iteration 95Q: 3 clusters Score -841589.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -841588.937500 Penalty: 4495.937012
	Iteration 96Q: 3 clusters Score -841588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -841590.312500 Penalty: 4495.937012
	Iteration 97Q: 3 clusters Score -841590.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -841589.875000 Penalty: 4495.937012
	Iteration 98Q: 3 clusters Score -841589.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -841592.062500 Penalty: 4495.937012
	Iteration 99Q: 3 clusters Score -841592.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -841593.125000 Penalty: 4495.937012
	Iteration 100F: 3 clusters Score -841593.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -841593.312500 Penalty: 4495.937012
	Iteration 101Q: 3 clusters Score -841593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -841593.875000 Penalty: 4495.937012
	Iteration 102Q: 3 clusters Score -841593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -841593.562500 Penalty: 4495.937012
	Iteration 103Q: 3 clusters Score -841593.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -841593.250000 Penalty: 4495.937012
	Iteration 104Q: 3 clusters Score -841593.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -841594.437500 Penalty: 4495.937012
	Iteration 105Q: 3 clusters Score -841594.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -841595.062500 Penalty: 4495.937012
	Iteration 106Q: 3 clusters Score -841595.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -841598.625000 Penalty: 4495.937012
	Iteration 107Q: 3 clusters Score -841598.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -841601.062500 Penalty: 4495.937012
	Iteration 108Q: 3 clusters Score -841601.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -841603.250000 Penalty: 4495.937012
	Iteration 109Q: 3 clusters Score -841603.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -841601.562500 Penalty: 4495.937012
	Iteration 110Q: 3 clusters Score -841601.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -841607.187500 Penalty: 4495.937012
	Iteration 111Q: 3 clusters Score -841607.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -841607.312500 Penalty: 4495.937012
	Iteration 112Q: 3 clusters Score -841607.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -841611.750000 Penalty: 4495.937012
	Iteration 113Q: 3 clusters Score -841611.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -841611.250000 Penalty: 4495.937012
	Iteration 114Q: 3 clusters Score -841611.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -841613.687500 Penalty: 4495.937012
	Iteration 115Q: 3 clusters Score -841613.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -841614.687500 Penalty: 4495.937012
	Iteration 116Q: 3 clusters Score -841614.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -841618.937500 Penalty: 4495.937012
	Iteration 117Q: 3 clusters Score -841618.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -841619.187500 Penalty: 4495.937012
	Iteration 118Q: 3 clusters Score -841619.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -841621.500000 Penalty: 4495.937012
	Iteration 119Q: 3 clusters Score -841621.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -841623.437500 Penalty: 4495.937012
	Iteration 120F: 3 clusters Score -841623.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -841624.500000 Penalty: 4495.937012
	Iteration 121Q: 3 clusters Score -841624.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -841626.625000 Penalty: 4495.937012
	Iteration 122Q: 3 clusters Score -841626.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -841630.062500 Penalty: 4495.937012
	Iteration 123Q: 3 clusters Score -841630.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -841629.562500 Penalty: 4495.937012
	Iteration 124Q: 3 clusters Score -841629.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -841633.312500 Penalty: 4495.937012
	Iteration 125Q: 3 clusters Score -841633.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -841634.437500 Penalty: 4495.937012
	Iteration 126Q: 3 clusters Score -841634.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -841634.750000 Penalty: 4495.937012
	Iteration 127Q: 3 clusters Score -841634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -841634.812500 Penalty: 4495.937012
	Iteration 128Q: 3 clusters Score -841634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -841636.437500 Penalty: 4495.937012
	Iteration 129Q: 3 clusters Score -841636.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -841636.750000 Penalty: 4495.937012
	Iteration 130Q: 3 clusters Score -841636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -841634.812500 Penalty: 4495.937012
	Iteration 131Q: 3 clusters Score -841634.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -841634.812500 Penalty: 4495.937012
	Iteration 132F: 3 clusters Score -841634.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (220586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220586 members 
Entering Unmasked Estep 
Score: -21579808.000000 Penalty: 3051.402588
	Iteration 0F: 2 clusters Score -2.157981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109953 members 
Mstep: Class 2 contains 110633 members 
Entering Unmasked Estep 
Score: -21434328.000000 Penalty: 6102.805176
	Iteration 0F: 3 clusters Score -2.143433e+07 nChanged 106116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103105 members 
Mstep: Class 2 contains 117481 members 
Entering Unmasked Estep 
Score: -21496690.000000 Penalty: 6102.805176
	Iteration 1F: 3 clusters Score -2.149669e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98275 members 
Mstep: Class 2 contains 122311 members 
Entering Unmasked Estep 
Score: -21498382.000000 Penalty: 6102.805176
	Iteration 2Q: 3 clusters Score -2.149838e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90615 members 
Mstep: Class 2 contains 129971 members 
Entering Unmasked Estep 
Score: -21501610.000000 Penalty: 6102.805176
	Iteration 3Q: 3 clusters Score -2.150161e+07 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 141548 members 
Entering Unmasked Estep 
Score: -21508464.000000 Penalty: 6102.805176
	Iteration 4F: 3 clusters Score -2.150846e+07 nChanged 16923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 157797 members 
Entering Unmasked Estep 
Score: -21520460.000000 Penalty: 6102.805176
	Iteration 5F: 3 clusters Score -2.152046e+07 nChanged 20359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 177622 members 
Entering Unmasked Estep 
Score: -21538734.000000 Penalty: 6102.805176
	Iteration 6F: 3 clusters Score -2.153873e+07 nChanged 18901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 196267 members 
Entering Unmasked Estep 
Score: -21556322.000000 Penalty: 6102.805176
	Iteration 7F: 3 clusters Score -2.155632e+07 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 209027 members 
Entering Unmasked Estep 
Score: -21567886.000000 Penalty: 6102.805176
	Iteration 8F: 3 clusters Score -2.156789e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 215611 members 
Entering Unmasked Estep 
Score: -21573486.000000 Penalty: 6102.805176
	Iteration 9Q: 3 clusters Score -2.157349e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 218407 members 
Entering Unmasked Estep 
Score: -21575762.000000 Penalty: 6102.805176
	Iteration 10Q: 3 clusters Score -2.157576e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 219402 members 
Entering Unmasked Estep 
Score: -21576692.000000 Penalty: 6102.805176
	Iteration 11Q: 3 clusters Score -2.157669e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 219729 members 
Entering Unmasked Estep 
Score: -21576970.000000 Penalty: 6102.805176
	Iteration 12Q: 3 clusters Score -2.157697e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 219858 members 
Entering Unmasked Estep 
Score: -21577106.000000 Penalty: 6102.805176
	Iteration 13Q: 3 clusters Score -2.157711e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 219904 members 
Entering Unmasked Estep 
Score: -21577196.000000 Penalty: 6102.805176
	Iteration 14Q: 3 clusters Score -2.15772e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 219918 members 
Entering Unmasked Estep 
Score: -21577262.000000 Penalty: 6102.805176
	Iteration 15Q: 3 clusters Score -2.157726e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 219929 members 
Entering Unmasked Estep 
Score: -21577320.000000 Penalty: 6102.805176
	Iteration 16Q: 3 clusters Score -2.157732e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 219938 members 
Entering Unmasked Estep 
Score: -21577338.000000 Penalty: 6102.805176
	Iteration 17Q: 3 clusters Score -2.157734e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 219941 members 
Entering Unmasked Estep 
Score: -21577382.000000 Penalty: 6102.805176
	Iteration 18Q: 3 clusters Score -2.157738e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 219942 members 
Entering Unmasked Estep 
Score: -21577398.000000 Penalty: 6102.805176
	Iteration 19Q: 3 clusters Score -2.15774e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 219942 members 
Entering Unmasked Estep 
Score: -21577440.000000 Penalty: 6102.805176
	Iteration 20F: 3 clusters Score -2.157744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 219931 members 
Entering Unmasked Estep 
Score: -21577436.000000 Penalty: 6102.805176
	Iteration 21Q: 3 clusters Score -2.157744e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 219923 members 
Entering Unmasked Estep 
Score: -21577472.000000 Penalty: 6102.805176
	Iteration 22Q: 3 clusters Score -2.157747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 219916 members 
Entering Unmasked Estep 
Score: -21577482.000000 Penalty: 6102.805176
	Iteration 23Q: 3 clusters Score -2.157748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 219916 members 
Entering Unmasked Estep 
Score: -21577472.000000 Penalty: 6102.805176
	Iteration 24Q: 3 clusters Score -2.157747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 219914 members 
Entering Unmasked Estep 
Score: -21577470.000000 Penalty: 6102.805176
	Iteration 25Q: 3 clusters Score -2.157747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 219912 members 
Entering Unmasked Estep 
Score: -21577468.000000 Penalty: 6102.805176
	Iteration 26Q: 3 clusters Score -2.157747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 219904 members 
Entering Unmasked Estep 
Score: -21577480.000000 Penalty: 6102.805176
	Iteration 27Q: 3 clusters Score -2.157748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 219902 members 
Entering Unmasked Estep 
Score: -21577488.000000 Penalty: 6102.805176
	Iteration 28Q: 3 clusters Score -2.157749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 219902 members 
Entering Unmasked Estep 
Score: -21577488.000000 Penalty: 6102.805176
	Iteration 29F: 3 clusters Score -2.157749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -773258.812500 Penalty: 2239.859863
	Iteration 0F: 2 clusters Score -773258.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -766639.250000 Penalty: 4479.719727
	Iteration 0F: 3 clusters Score -766639.2 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -768314.625000 Penalty: 4479.719727
	Iteration 1F: 3 clusters Score -768314.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -768554.062500 Penalty: 4479.719727
	Iteration 2F: 3 clusters Score -768554.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -768706.000000 Penalty: 4479.719727
	Iteration 3Q: 3 clusters Score -768706 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -768817.875000 Penalty: 4479.719727
	Iteration 4Q: 3 clusters Score -768817.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -768926.062500 Penalty: 4479.719727
	Iteration 5Q: 3 clusters Score -768926.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -769038.562500 Penalty: 4479.719727
	Iteration 6Q: 3 clusters Score -769038.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -769135.312500 Penalty: 4479.719727
	Iteration 7Q: 3 clusters Score -769135.3 nChanged 241
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: -769239.375000 Penalty: 4479.719727
	Iteration 8Q: 3 clusters Score -769239.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -769362.125000 Penalty: 4479.719727
	Iteration 9Q: 3 clusters Score -769362.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -769513.250000 Penalty: 4479.719727
	Iteration 10Q: 3 clusters Score -769513.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -769722.562500 Penalty: 4479.719727
	Iteration 11Q: 3 clusters Score -769722.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -769967.500000 Penalty: 4479.719727
	Iteration 12Q: 3 clusters Score -769967.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -770245.000000 Penalty: 4479.719727
	Iteration 13Q: 3 clusters Score -770245 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -770516.625000 Penalty: 4479.719727
	Iteration 14Q: 3 clusters Score -770516.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -770756.500000 Penalty: 4479.719727
	Iteration 15Q: 3 clusters Score -770756.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -770977.375000 Penalty: 4479.719727
	Iteration 16Q: 3 clusters Score -770977.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -771128.125000 Penalty: 4479.719727
	Iteration 17Q: 3 clusters Score -771128.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -771254.125000 Penalty: 4479.719727
	Iteration 18Q: 3 clusters Score -771254.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -771342.000000 Penalty: 4479.719727
	Iteration 19Q: 3 clusters Score -771342 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -771400.375000 Penalty: 4479.719727
	Iteration 20F: 3 clusters Score -771400.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -771442.062500 Penalty: 4479.719727
	Iteration 21Q: 3 clusters Score -771442.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -771475.500000 Penalty: 4479.719727
	Iteration 22Q: 3 clusters Score -771475.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -771507.687500 Penalty: 4479.719727
	Iteration 23Q: 3 clusters Score -771507.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -771539.000000 Penalty: 4479.719727
	Iteration 24Q: 3 clusters Score -771539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -771562.687500 Penalty: 4479.719727
	Iteration 25Q: 3 clusters Score -771562.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -771578.375000 Penalty: 4479.719727
	Iteration 26Q: 3 clusters Score -771578.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -771594.062500 Penalty: 4479.719727
	Iteration 27Q: 3 clusters Score -771594.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -771603.187500 Penalty: 4479.719727
	Iteration 28Q: 3 clusters Score -771603.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -771608.312500 Penalty: 4479.719727
	Iteration 29Q: 3 clusters Score -771608.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -771612.250000 Penalty: 4479.719727
	Iteration 30Q: 3 clusters Score -771612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -771614.375000 Penalty: 4479.719727
	Iteration 31Q: 3 clusters Score -771614.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -771615.437500 Penalty: 4479.719727
	Iteration 32Q: 3 clusters Score -771615.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -771617.750000 Penalty: 4479.719727
	Iteration 33Q: 3 clusters Score -771617.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -771617.750000 Penalty: 4479.719727
	Iteration 34Q: 3 clusters Score -771617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -771617.375000 Penalty: 4479.719727
	Iteration 35Q: 3 clusters Score -771617.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -771617.062500 Penalty: 4479.719727
	Iteration 36Q: 3 clusters Score -771617.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -771617.062500 Penalty: 4479.719727
	Iteration 37F: 3 clusters Score -771617.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Entering Unmasked Estep 
Score: -872585.875000 Penalty: 2264.320068
	Iteration 0F: 2 clusters Score -872585.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -865429.812500 Penalty: 4528.640137
	Iteration 0F: 3 clusters Score -865429.8 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -867526.687500 Penalty: 4528.640137
	Iteration 1F: 3 clusters Score -867526.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -867804.812500 Penalty: 4528.640137
	Iteration 2F: 3 clusters Score -867804.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -868054.250000 Penalty: 4528.640137
	Iteration 3Q: 3 clusters Score -868054.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -868280.500000 Penalty: 4528.640137
	Iteration 4Q: 3 clusters Score -868280.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -868464.562500 Penalty: 4528.640137
	Iteration 5Q: 3 clusters Score -868464.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -868617.125000 Penalty: 4528.640137
	Iteration 6Q: 3 clusters Score -868617.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -868768.250000 Penalty: 4528.640137
	Iteration 7Q: 3 clusters Score -868768.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -868921.937500 Penalty: 4528.640137
	Iteration 8Q: 3 clusters Score -868921.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -869058.437500 Penalty: 4528.640137
	Iteration 9Q: 3 clusters Score -869058.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -869223.000000 Penalty: 4528.640137
	Iteration 10Q: 3 clusters Score -869223 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -869393.437500 Penalty: 4528.640137
	Iteration 11Q: 3 clusters Score -869393.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -869566.312500 Penalty: 4528.640137
	Iteration 12Q: 3 clusters Score -869566.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -869759.375000 Penalty: 4528.640137
	Iteration 13Q: 3 clusters Score -869759.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -869946.437500 Penalty: 4528.640137
	Iteration 14Q: 3 clusters Score -869946.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -870119.125000 Penalty: 4528.640137
	Iteration 15Q: 3 clusters Score -870119.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -870255.625000 Penalty: 4528.640137
	Iteration 16Q: 3 clusters Score -870255.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -870350.937500 Penalty: 4528.640137
	Iteration 17Q: 3 clusters Score -870350.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -870433.312500 Penalty: 4528.640137
	Iteration 18Q: 3 clusters Score -870433.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -870501.375000 Penalty: 4528.640137
	Iteration 19Q: 3 clusters Score -870501.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -870549.562500 Penalty: 4528.640137
	Iteration 20F: 3 clusters Score -870549.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -870594.000000 Penalty: 4528.640137
	Iteration 21Q: 3 clusters Score -870594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -870623.250000 Penalty: 4528.640137
	Iteration 22Q: 3 clusters Score -870623.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -870647.250000 Penalty: 4528.640137
	Iteration 23Q: 3 clusters Score -870647.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -870664.375000 Penalty: 4528.640137
	Iteration 24Q: 3 clusters Score -870664.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -870678.500000 Penalty: 4528.640137
	Iteration 25Q: 3 clusters Score -870678.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -870686.875000 Penalty: 4528.640137
	Iteration 26Q: 3 clusters Score -870686.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -870692.437500 Penalty: 4528.640137
	Iteration 27Q: 3 clusters Score -870692.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -870696.625000 Penalty: 4528.640137
	Iteration 28Q: 3 clusters Score -870696.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -870700.750000 Penalty: 4528.640137
	Iteration 29Q: 3 clusters Score -870700.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -870701.812500 Penalty: 4528.640137
	Iteration 30Q: 3 clusters Score -870701.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -870701.812500 Penalty: 4528.640137
	Iteration 31F: 3 clusters Score -870701.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -177511.968750 Penalty: 1868.356079
	Iteration 0F: 2 clusters Score -177512 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 946 members 
Entering Unmasked Estep 
Score: -174957.234375 Penalty: 3736.712158
	Iteration 0F: 3 clusters Score -174957.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -175426.968750 Penalty: 3736.712158
	Iteration 1F: 3 clusters Score -175427 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -175535.250000 Penalty: 3736.712158
	Iteration 2F: 3 clusters Score -175535.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -175597.265625 Penalty: 3736.712158
	Iteration 3Q: 3 clusters Score -175597.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -175646.640625 Penalty: 3736.712158
	Iteration 4Q: 3 clusters Score -175646.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -175677.031250 Penalty: 3736.712158
	Iteration 5Q: 3 clusters Score -175677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -175697.125000 Penalty: 3736.712158
	Iteration 6Q: 3 clusters Score -175697.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -175710.828125 Penalty: 3736.712158
	Iteration 7Q: 3 clusters Score -175710.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -175721.750000 Penalty: 3736.712158
	Iteration 8Q: 3 clusters Score -175721.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -175729.421875 Penalty: 3736.712158
	Iteration 9Q: 3 clusters Score -175729.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -175734.218750 Penalty: 3736.712158
	Iteration 10Q: 3 clusters Score -175734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -175737.453125 Penalty: 3736.712158
	Iteration 11Q: 3 clusters Score -175737.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -175737.562500 Penalty: 3736.712158
	Iteration 12Q: 3 clusters Score -175737.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -175737.906250 Penalty: 3736.712158
	Iteration 13Q: 3 clusters Score -175737.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -175737.906250 Penalty: 3736.712158
	Iteration 14F: 3 clusters Score -175737.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Entering Unmasked Estep 
Score: -507849.000000 Penalty: 2131.488037
	Iteration 0F: 2 clusters Score -507849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -503076.937500 Penalty: 4262.976074
	Iteration 0F: 3 clusters Score -503076.9 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -504221.250000 Penalty: 4262.976074
	Iteration 1F: 3 clusters Score -504221.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -504459.187500 Penalty: 4262.976074
	Iteration 2F: 3 clusters Score -504459.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -504625.937500 Penalty: 4262.976074
	Iteration 3F: 3 clusters Score -504625.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -504768.968750 Penalty: 4262.976074
	Iteration 4Q: 3 clusters Score -504769 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -504958.218750 Penalty: 4262.976074
	Iteration 5Q: 3 clusters Score -504958.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -505197.937500 Penalty: 4262.976074
	Iteration 6Q: 3 clusters Score -505197.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -505454.343750 Penalty: 4262.976074
	Iteration 7Q: 3 clusters Score -505454.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -505717.843750 Penalty: 4262.976074
	Iteration 8F: 3 clusters Score -505717.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -505971.218750 Penalty: 4262.976074
	Iteration 9F: 3 clusters Score -505971.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -506170.937500 Penalty: 4262.976074
	Iteration 10Q: 3 clusters Score -506170.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -506409.562500 Penalty: 4262.976074
	Iteration 11Q: 3 clusters Score -506409.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -506651.031250 Penalty: 4262.976074
	Iteration 12Q: 3 clusters Score -506651 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -506860.593750 Penalty: 4262.976074
	Iteration 13Q: 3 clusters Score -506860.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -507023.093750 Penalty: 4262.976074
	Iteration 14Q: 3 clusters Score -507023.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -507159.468750 Penalty: 4262.976074
	Iteration 15Q: 3 clusters Score -507159.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -507262.718750 Penalty: 4262.976074
	Iteration 16Q: 3 clusters Score -507262.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -507332.312500 Penalty: 4262.976074
	Iteration 17Q: 3 clusters Score -507332.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -507365.781250 Penalty: 4262.976074
	Iteration 18Q: 3 clusters Score -507365.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -507381.968750 Penalty: 4262.976074
	Iteration 19Q: 3 clusters Score -507382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -507386.562500 Penalty: 4262.976074
	Iteration 20F: 3 clusters Score -507386.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -507389.031250 Penalty: 4262.976074
	Iteration 21Q: 3 clusters Score -507389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -507390.531250 Penalty: 4262.976074
	Iteration 22Q: 3 clusters Score -507390.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -507390.781250 Penalty: 4262.976074
	Iteration 23Q: 3 clusters Score -507390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -507391.937500 Penalty: 4262.976074
	Iteration 24Q: 3 clusters Score -507391.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -507392.187500 Penalty: 4262.976074
	Iteration 25Q: 3 clusters Score -507392.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -507392.343750 Penalty: 4262.976074
	Iteration 26Q: 3 clusters Score -507392.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -507393.562500 Penalty: 4262.976074
	Iteration 27Q: 3 clusters Score -507393.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -507394.875000 Penalty: 4262.976074
	Iteration 28Q: 3 clusters Score -507394.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -507393.812500 Penalty: 4262.976074
	Iteration 29Q: 3 clusters Score -507393.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -507393.812500 Penalty: 4262.976074
	Iteration 30F: 3 clusters Score -507393.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Entering Unmasked Estep 
Score: -481894.718750 Penalty: 2120.939209
	Iteration 0F: 2 clusters Score -481894.7 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 2592 members 
Entering Unmasked Estep 
Score: -477277.500000 Penalty: 4241.878418
	Iteration 0F: 3 clusters Score -477277.5 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -478347.625000 Penalty: 4241.878418
	Iteration 1F: 3 clusters Score -478347.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -478575.718750 Penalty: 4241.878418
	Iteration 2F: 3 clusters Score -478575.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -478703.062500 Penalty: 4241.878418
	Iteration 3Q: 3 clusters Score -478703.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -478780.000000 Penalty: 4241.878418
	Iteration 4Q: 3 clusters Score -478780 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -478841.187500 Penalty: 4241.878418
	Iteration 5Q: 3 clusters Score -478841.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -478896.437500 Penalty: 4241.878418
	Iteration 6Q: 3 clusters Score -478896.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -478949.281250 Penalty: 4241.878418
	Iteration 7Q: 3 clusters Score -478949.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -478997.468750 Penalty: 4241.878418
	Iteration 8Q: 3 clusters Score -478997.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -479052.062500 Penalty: 4241.878418
	Iteration 9Q: 3 clusters Score -479052.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -479109.093750 Penalty: 4241.878418
	Iteration 10Q: 3 clusters Score -479109.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -479179.593750 Penalty: 4241.878418
	Iteration 11Q: 3 clusters Score -479179.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -479260.437500 Penalty: 4241.878418
	Iteration 12Q: 3 clusters Score -479260.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -479348.406250 Penalty: 4241.878418
	Iteration 13Q: 3 clusters Score -479348.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -479439.843750 Penalty: 4241.878418
	Iteration 14Q: 3 clusters Score -479439.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -479518.125000 Penalty: 4241.878418
	Iteration 15Q: 3 clusters Score -479518.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -479601.906250 Penalty: 4241.878418
	Iteration 16Q: 3 clusters Score -479601.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -479707.687500 Penalty: 4241.878418
	Iteration 17Q: 3 clusters Score -479707.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -479854.812500 Penalty: 4241.878418
	Iteration 18Q: 3 clusters Score -479854.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -479949.156250 Penalty: 4241.878418
	Iteration 19Q: 3 clusters Score -479949.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -480013.875000 Penalty: 4241.878418
	Iteration 20F: 3 clusters Score -480013.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -480078.000000 Penalty: 4241.878418
	Iteration 21Q: 3 clusters Score -480078 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -480122.187500 Penalty: 4241.878418
	Iteration 22Q: 3 clusters Score -480122.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -480161.781250 Penalty: 4241.878418
	Iteration 23Q: 3 clusters Score -480161.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -480193.281250 Penalty: 4241.878418
	Iteration 24Q: 3 clusters Score -480193.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -480214.875000 Penalty: 4241.878418
	Iteration 25Q: 3 clusters Score -480214.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -480239.062500 Penalty: 4241.878418
	Iteration 26Q: 3 clusters Score -480239.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -480253.687500 Penalty: 4241.878418
	Iteration 27Q: 3 clusters Score -480253.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -480265.562500 Penalty: 4241.878418
	Iteration 28Q: 3 clusters Score -480265.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -480273.375000 Penalty: 4241.878418
	Iteration 29Q: 3 clusters Score -480273.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -480279.718750 Penalty: 4241.878418
	Iteration 30Q: 3 clusters Score -480279.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -480281.968750 Penalty: 4241.878418
	Iteration 31Q: 3 clusters Score -480282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -480284.937500 Penalty: 4241.878418
	Iteration 32Q: 3 clusters Score -480284.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -480286.468750 Penalty: 4241.878418
	Iteration 33Q: 3 clusters Score -480286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -480287.750000 Penalty: 4241.878418
	Iteration 34Q: 3 clusters Score -480287.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -480288.750000 Penalty: 4241.878418
	Iteration 35Q: 3 clusters Score -480288.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -480290.906250 Penalty: 4241.878418
	Iteration 36Q: 3 clusters Score -480290.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -480292.781250 Penalty: 4241.878418
	Iteration 37Q: 3 clusters Score -480292.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -480294.000000 Penalty: 4241.878418
	Iteration 38Q: 3 clusters Score -480294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -480294.562500 Penalty: 4241.878418
	Iteration 39Q: 3 clusters Score -480294.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -480296.218750 Penalty: 4241.878418
	Iteration 40F: 3 clusters Score -480296.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -480297.062500 Penalty: 4241.878418
	Iteration 41Q: 3 clusters Score -480297.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -480298.812500 Penalty: 4241.878418
	Iteration 42Q: 3 clusters Score -480298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -480298.718750 Penalty: 4241.878418
	Iteration 43Q: 3 clusters Score -480298.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -480301.906250 Penalty: 4241.878418
	Iteration 44Q: 3 clusters Score -480301.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -480303.187500 Penalty: 4241.878418
	Iteration 45Q: 3 clusters Score -480303.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -480305.781250 Penalty: 4241.878418
	Iteration 46Q: 3 clusters Score -480305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -480307.156250 Penalty: 4241.878418
	Iteration 47Q: 3 clusters Score -480307.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -480309.656250 Penalty: 4241.878418
	Iteration 48Q: 3 clusters Score -480309.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -480309.843750 Penalty: 4241.878418
	Iteration 49Q: 3 clusters Score -480309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -480311.375000 Penalty: 4241.878418
	Iteration 50Q: 3 clusters Score -480311.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -480311.968750 Penalty: 4241.878418
	Iteration 51Q: 3 clusters Score -480312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -480313.031250 Penalty: 4241.878418
	Iteration 52Q: 3 clusters Score -480313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -480315.781250 Penalty: 4241.878418
	Iteration 53Q: 3 clusters Score -480315.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -480317.875000 Penalty: 4241.878418
	Iteration 54Q: 3 clusters Score -480317.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -480317.937500 Penalty: 4241.878418
	Iteration 55Q: 3 clusters Score -480317.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -480318.968750 Penalty: 4241.878418
	Iteration 56Q: 3 clusters Score -480319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -480320.968750 Penalty: 4241.878418
	Iteration 57Q: 3 clusters Score -480321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -480323.781250 Penalty: 4241.878418
	Iteration 58Q: 3 clusters Score -480323.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -480325.562500 Penalty: 4241.878418
	Iteration 59Q: 3 clusters Score -480325.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -480328.593750 Penalty: 4241.878418
	Iteration 60F: 3 clusters Score -480328.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -480330.812500 Penalty: 4241.878418
	Iteration 61Q: 3 clusters Score -480330.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -480333.531250 Penalty: 4241.878418
	Iteration 62Q: 3 clusters Score -480333.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -480334.218750 Penalty: 4241.878418
	Iteration 63Q: 3 clusters Score -480334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -480335.343750 Penalty: 4241.878418
	Iteration 64Q: 3 clusters Score -480335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -480336.687500 Penalty: 4241.878418
	Iteration 65Q: 3 clusters Score -480336.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -480337.093750 Penalty: 4241.878418
	Iteration 66Q: 3 clusters Score -480337.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -480338.593750 Penalty: 4241.878418
	Iteration 67Q: 3 clusters Score -480338.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -480340.156250 Penalty: 4241.878418
	Iteration 68Q: 3 clusters Score -480340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -480340.968750 Penalty: 4241.878418
	Iteration 69Q: 3 clusters Score -480341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -480343.468750 Penalty: 4241.878418
	Iteration 70Q: 3 clusters Score -480343.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -480342.906250 Penalty: 4241.878418
	Iteration 71Q: 3 clusters Score -480342.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -480344.812500 Penalty: 4241.878418
	Iteration 72Q: 3 clusters Score -480344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -480345.625000 Penalty: 4241.878418
	Iteration 73Q: 3 clusters Score -480345.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -480346.156250 Penalty: 4241.878418
	Iteration 74Q: 3 clusters Score -480346.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -480346.687500 Penalty: 4241.878418
	Iteration 75Q: 3 clusters Score -480346.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -480346.843750 Penalty: 4241.878418
	Iteration 76Q: 3 clusters Score -480346.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -480347.468750 Penalty: 4241.878418
	Iteration 77Q: 3 clusters Score -480347.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -480348.437500 Penalty: 4241.878418
	Iteration 78Q: 3 clusters Score -480348.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -480348.937500 Penalty: 4241.878418
	Iteration 79Q: 3 clusters Score -480348.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -480349.281250 Penalty: 4241.878418
	Iteration 80F: 3 clusters Score -480349.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -480350.031250 Penalty: 4241.878418
	Iteration 81Q: 3 clusters Score -480350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -480351.500000 Penalty: 4241.878418
	Iteration 82Q: 3 clusters Score -480351.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -480353.906250 Penalty: 4241.878418
	Iteration 83Q: 3 clusters Score -480353.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -480356.562500 Penalty: 4241.878418
	Iteration 84Q: 3 clusters Score -480356.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -480359.156250 Penalty: 4241.878418
	Iteration 85Q: 3 clusters Score -480359.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -480362.656250 Penalty: 4241.878418
	Iteration 86Q: 3 clusters Score -480362.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -480366.031250 Penalty: 4241.878418
	Iteration 87Q: 3 clusters Score -480366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -480367.281250 Penalty: 4241.878418
	Iteration 88Q: 3 clusters Score -480367.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -480368.875000 Penalty: 4241.878418
	Iteration 89Q: 3 clusters Score -480368.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -480369.343750 Penalty: 4241.878418
	Iteration 90Q: 3 clusters Score -480369.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -480369.343750 Penalty: 4241.878418
	Iteration 91F: 3 clusters Score -480369.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Entering Unmasked Estep 
Score: -785655.875000 Penalty: 2240.481445
	Iteration 0F: 2 clusters Score -785655.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -779083.625000 Penalty: 4480.962891
	Iteration 0F: 3 clusters Score -779083.6 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -780840.375000 Penalty: 4480.962891
	Iteration 1F: 3 clusters Score -780840.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -781110.375000 Penalty: 4480.962891
	Iteration 2F: 3 clusters Score -781110.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -781289.250000 Penalty: 4480.962891
	Iteration 3Q: 3 clusters Score -781289.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -781414.437500 Penalty: 4480.962891
	Iteration 4Q: 3 clusters Score -781414.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -781532.250000 Penalty: 4480.962891
	Iteration 5Q: 3 clusters Score -781532.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -781666.937500 Penalty: 4480.962891
	Iteration 6Q: 3 clusters Score -781666.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -781813.500000 Penalty: 4480.962891
	Iteration 7Q: 3 clusters Score -781813.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -781987.187500 Penalty: 4480.962891
	Iteration 8Q: 3 clusters Score -781987.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -782178.750000 Penalty: 4480.962891
	Iteration 9Q: 3 clusters Score -782178.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -782368.750000 Penalty: 4480.962891
	Iteration 10Q: 3 clusters Score -782368.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -782627.562500 Penalty: 4480.962891
	Iteration 11Q: 3 clusters Score -782627.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -782895.250000 Penalty: 4480.962891
	Iteration 12Q: 3 clusters Score -782895.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -783158.375000 Penalty: 4480.962891
	Iteration 13Q: 3 clusters Score -783158.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -783399.937500 Penalty: 4480.962891
	Iteration 14Q: 3 clusters Score -783399.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -783545.625000 Penalty: 4480.962891
	Iteration 15Q: 3 clusters Score -783545.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -783650.500000 Penalty: 4480.962891
	Iteration 16Q: 3 clusters Score -783650.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -783721.625000 Penalty: 4480.962891
	Iteration 17Q: 3 clusters Score -783721.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -783763.687500 Penalty: 4480.962891
	Iteration 18Q: 3 clusters Score -783763.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -783793.000000 Penalty: 4480.962891
	Iteration 19Q: 3 clusters Score -783793 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -783820.750000 Penalty: 4480.962891
	Iteration 20F: 3 clusters Score -783820.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -783840.000000 Penalty: 4480.962891
	Iteration 21Q: 3 clusters Score -783840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -783861.625000 Penalty: 4480.962891
	Iteration 22Q: 3 clusters Score -783861.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -783885.812500 Penalty: 4480.962891
	Iteration 23Q: 3 clusters Score -783885.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -783899.375000 Penalty: 4480.962891
	Iteration 24Q: 3 clusters Score -783899.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -783908.750000 Penalty: 4480.962891
	Iteration 25Q: 3 clusters Score -783908.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -783916.812500 Penalty: 4480.962891
	Iteration 26Q: 3 clusters Score -783916.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -783920.250000 Penalty: 4480.962891
	Iteration 27Q: 3 clusters Score -783920.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -783922.875000 Penalty: 4480.962891
	Iteration 28Q: 3 clusters Score -783922.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -783926.437500 Penalty: 4480.962891
	Iteration 29Q: 3 clusters Score -783926.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -783930.375000 Penalty: 4480.962891
	Iteration 30Q: 3 clusters Score -783930.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -783935.000000 Penalty: 4480.962891
	Iteration 31Q: 3 clusters Score -783935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -783938.437500 Penalty: 4480.962891
	Iteration 32Q: 3 clusters Score -783938.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -783941.250000 Penalty: 4480.962891
	Iteration 33Q: 3 clusters Score -783941.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -783945.125000 Penalty: 4480.962891
	Iteration 34Q: 3 clusters Score -783945.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -783947.312500 Penalty: 4480.962891
	Iteration 35Q: 3 clusters Score -783947.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -783947.125000 Penalty: 4480.962891
	Iteration 36Q: 3 clusters Score -783947.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -783951.375000 Penalty: 4480.962891
	Iteration 37Q: 3 clusters Score -783951.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -783950.500000 Penalty: 4480.962891
	Iteration 38Q: 3 clusters Score -783950.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -783952.187500 Penalty: 4480.962891
	Iteration 39Q: 3 clusters Score -783952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -783952.937500 Penalty: 4480.962891
	Iteration 40F: 3 clusters Score -783952.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -783952.312500 Penalty: 4480.962891
	Iteration 41Q: 3 clusters Score -783952.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -783953.937500 Penalty: 4480.962891
	Iteration 42Q: 3 clusters Score -783953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -783954.625000 Penalty: 4480.962891
	Iteration 43Q: 3 clusters Score -783954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -783954.625000 Penalty: 4480.962891
	Iteration 44F: 3 clusters Score -783954.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102697 members 
Entering Unmasked Estep 
Score: -10120510.000000 Penalty: 2861.805420
	Iteration 0F: 2 clusters Score -1.012051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -10051895.000000 Penalty: 5723.610840
	Iteration 0F: 3 clusters Score -1.00519e+07 nChanged 48664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -10079679.000000 Penalty: 5723.610840
	Iteration 1F: 3 clusters Score -1.007968e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -10080604.000000 Penalty: 5723.610840
	Iteration 2Q: 3 clusters Score -1.00806e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -10081630.000000 Penalty: 5723.610840
	Iteration 3Q: 3 clusters Score -1.008163e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -10083264.000000 Penalty: 5723.610840
	Iteration 4Q: 3 clusters Score -1.008326e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -10085712.000000 Penalty: 5723.610840
	Iteration 5F: 3 clusters Score -1.008571e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -10089631.000000 Penalty: 5723.610840
	Iteration 6F: 3 clusters Score -1.008963e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76514 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -10095517.000000 Penalty: 5723.610840
	Iteration 7F: 3 clusters Score -1.009552e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84540 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -10102488.000000 Penalty: 5723.610840
	Iteration 8F: 3 clusters Score -1.010249e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91421 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -10108571.000000 Penalty: 5723.610840
	Iteration 9F: 3 clusters Score -1.010857e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96267 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -10112824.000000 Penalty: 5723.610840
	Iteration 10Q: 3 clusters Score -1.011282e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99199 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -10115377.000000 Penalty: 5723.610840
	Iteration 11Q: 3 clusters Score -1.011538e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100771 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -10116736.000000 Penalty: 5723.610840
	Iteration 12Q: 3 clusters Score -1.011674e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101508 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -10117345.000000 Penalty: 5723.610840
	Iteration 13Q: 3 clusters Score -1.011734e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101851 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -10117702.000000 Penalty: 5723.610840
	Iteration 14Q: 3 clusters Score -1.01177e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10117824.000000 Penalty: 5723.610840
	Iteration 15Q: 3 clusters Score -1.011782e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102116 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10117888.000000 Penalty: 5723.610840
	Iteration 16Q: 3 clusters Score -1.011789e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102158 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -10117925.000000 Penalty: 5723.610840
	Iteration 17Q: 3 clusters Score -1.011792e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102190 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -10117945.000000 Penalty: 5723.610840
	Iteration 18Q: 3 clusters Score -1.011794e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102223 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10117984.000000 Penalty: 5723.610840
	Iteration 19Q: 3 clusters Score -1.011798e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -10118016.000000 Penalty: 5723.610840
	Iteration 20F: 3 clusters Score -1.011802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102257 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10118003.000000 Penalty: 5723.610840
	Iteration 21Q: 3 clusters Score -1.0118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102265 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -10118006.000000 Penalty: 5723.610840
	Iteration 22Q: 3 clusters Score -1.011801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102269 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10118021.000000 Penalty: 5723.610840
	Iteration 23Q: 3 clusters Score -1.011802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102275 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10118030.000000 Penalty: 5723.610840
	Iteration 24Q: 3 clusters Score -1.011803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102281 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -10118038.000000 Penalty: 5723.610840
	Iteration 25Q: 3 clusters Score -1.011804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102285 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10118040.000000 Penalty: 5723.610840
	Iteration 26Q: 3 clusters Score -1.011804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102289 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10118050.000000 Penalty: 5723.610840
	Iteration 27Q: 3 clusters Score -1.011805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102295 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -10118056.000000 Penalty: 5723.610840
	Iteration 28Q: 3 clusters Score -1.011806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102298 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10118057.000000 Penalty: 5723.610840
	Iteration 29Q: 3 clusters Score -1.011806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102298 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10118062.000000 Penalty: 5723.610840
	Iteration 30Q: 3 clusters Score -1.011806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102298 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10118062.000000 Penalty: 5723.610840
	Iteration 31F: 3 clusters Score -1.011806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Entering Unmasked Estep 
Score: -506106.656250 Penalty: 2136.171387
	Iteration 0F: 2 clusters Score -506106.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -501273.406250 Penalty: 4272.342773
	Iteration 0F: 3 clusters Score -501273.4 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -502573.218750 Penalty: 4272.342773
	Iteration 1F: 3 clusters Score -502573.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -502798.468750 Penalty: 4272.342773
	Iteration 2F: 3 clusters Score -502798.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -502941.937500 Penalty: 4272.342773
	Iteration 3F: 3 clusters Score -502941.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -503046.000000 Penalty: 4272.342773
	Iteration 4Q: 3 clusters Score -503046 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -503131.656250 Penalty: 4272.342773
	Iteration 5Q: 3 clusters Score -503131.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -503197.500000 Penalty: 4272.342773
	Iteration 6Q: 3 clusters Score -503197.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -503264.625000 Penalty: 4272.342773
	Iteration 7Q: 3 clusters Score -503264.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -503342.625000 Penalty: 4272.342773
	Iteration 8Q: 3 clusters Score -503342.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -503430.000000 Penalty: 4272.342773
	Iteration 9Q: 3 clusters Score -503430 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -503520.312500 Penalty: 4272.342773
	Iteration 10Q: 3 clusters Score -503520.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -503638.125000 Penalty: 4272.342773
	Iteration 11Q: 3 clusters Score -503638.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -503778.218750 Penalty: 4272.342773
	Iteration 12Q: 3 clusters Score -503778.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -503929.500000 Penalty: 4272.342773
	Iteration 13Q: 3 clusters Score -503929.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -504117.750000 Penalty: 4272.342773
	Iteration 14Q: 3 clusters Score -504117.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -504311.343750 Penalty: 4272.342773
	Iteration 15Q: 3 clusters Score -504311.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -504492.312500 Penalty: 4272.342773
	Iteration 16Q: 3 clusters Score -504492.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -504656.843750 Penalty: 4272.342773
	Iteration 17Q: 3 clusters Score -504656.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -504754.875000 Penalty: 4272.342773
	Iteration 18Q: 3 clusters Score -504754.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -504808.062500 Penalty: 4272.342773
	Iteration 19Q: 3 clusters Score -504808.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -504858.125000 Penalty: 4272.342773
	Iteration 20F: 3 clusters Score -504858.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -504936.625000 Penalty: 4272.342773
	Iteration 21Q: 3 clusters Score -504936.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -505019.437500 Penalty: 4272.342773
	Iteration 22Q: 3 clusters Score -505019.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -505053.718750 Penalty: 4272.342773
	Iteration 23Q: 3 clusters Score -505053.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -505064.187500 Penalty: 4272.342773
	Iteration 24Q: 3 clusters Score -505064.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -505074.781250 Penalty: 4272.342773
	Iteration 25Q: 3 clusters Score -505074.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -505083.875000 Penalty: 4272.342773
	Iteration 26Q: 3 clusters Score -505083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -505095.750000 Penalty: 4272.342773
	Iteration 27Q: 3 clusters Score -505095.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -505107.312500 Penalty: 4272.342773
	Iteration 28Q: 3 clusters Score -505107.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -505111.031250 Penalty: 4272.342773
	Iteration 29Q: 3 clusters Score -505111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -505112.031250 Penalty: 4272.342773
	Iteration 30Q: 3 clusters Score -505112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -505128.656250 Penalty: 4272.342773
	Iteration 31F: 3 clusters Score -505128.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -505139.468750 Penalty: 4272.342773
	Iteration 32Q: 3 clusters Score -505139.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -505143.218750 Penalty: 4272.342773
	Iteration 33Q: 3 clusters Score -505143.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -505148.562500 Penalty: 4272.342773
	Iteration 34Q: 3 clusters Score -505148.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -505155.937500 Penalty: 4272.342773
	Iteration 35Q: 3 clusters Score -505155.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -505162.250000 Penalty: 4272.342773
	Iteration 36Q: 3 clusters Score -505162.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -505166.062500 Penalty: 4272.342773
	Iteration 37Q: 3 clusters Score -505166.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -505167.500000 Penalty: 4272.342773
	Iteration 38Q: 3 clusters Score -505167.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -505167.500000 Penalty: 4272.342773
	Iteration 39F: 3 clusters Score -505167.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Entering Unmasked Estep 
Score: -1315967.875000 Penalty: 2363.969238
	Iteration 0F: 2 clusters Score -1315968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1305941.000000 Penalty: 4727.938477
	Iteration 0F: 3 clusters Score -1305941 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1309037.375000 Penalty: 4727.938477
	Iteration 1F: 3 clusters Score -1309037 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1309411.750000 Penalty: 4727.938477
	Iteration 2F: 3 clusters Score -1309412 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1309714.750000 Penalty: 4727.938477
	Iteration 3F: 3 clusters Score -1309715 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1309992.750000 Penalty: 4727.938477
	Iteration 4Q: 3 clusters Score -1309993 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1310276.125000 Penalty: 4727.938477
	Iteration 5Q: 3 clusters Score -1310276 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1310569.875000 Penalty: 4727.938477
	Iteration 6Q: 3 clusters Score -1310570 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1310897.875000 Penalty: 4727.938477
	Iteration 7Q: 3 clusters Score -1310898 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1311280.375000 Penalty: 4727.938477
	Iteration 8Q: 3 clusters Score -1311280 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1311713.375000 Penalty: 4727.938477
	Iteration 9Q: 3 clusters Score -1311713 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1312108.625000 Penalty: 4727.938477
	Iteration 10Q: 3 clusters Score -1312109 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1312398.250000 Penalty: 4727.938477
	Iteration 11Q: 3 clusters Score -1312398 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1312640.750000 Penalty: 4727.938477
	Iteration 12Q: 3 clusters Score -1312641 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1312850.500000 Penalty: 4727.938477
	Iteration 13Q: 3 clusters Score -1312850 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1312996.375000 Penalty: 4727.938477
	Iteration 14Q: 3 clusters Score -1312996 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1313121.250000 Penalty: 4727.938477
	Iteration 15Q: 3 clusters Score -1313121 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1313243.500000 Penalty: 4727.938477
	Iteration 16Q: 3 clusters Score -1313244 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1313322.375000 Penalty: 4727.938477
	Iteration 17Q: 3 clusters Score -1313322 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1313397.375000 Penalty: 4727.938477
	Iteration 18Q: 3 clusters Score -1313397 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1313451.625000 Penalty: 4727.938477
	Iteration 19Q: 3 clusters Score -1313452 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1313507.750000 Penalty: 4727.938477
	Iteration 20F: 3 clusters Score -1313508 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1313567.875000 Penalty: 4727.938477
	Iteration 21Q: 3 clusters Score -1313568 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1313618.125000 Penalty: 4727.938477
	Iteration 22Q: 3 clusters Score -1313618 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1313664.000000 Penalty: 4727.938477
	Iteration 23Q: 3 clusters Score -1313664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1313697.875000 Penalty: 4727.938477
	Iteration 24Q: 3 clusters Score -1313698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1313725.875000 Penalty: 4727.938477
	Iteration 25Q: 3 clusters Score -1313726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1313748.000000 Penalty: 4727.938477
	Iteration 26Q: 3 clusters Score -1313748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1313773.250000 Penalty: 4727.938477
	Iteration 27Q: 3 clusters Score -1313773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1313801.375000 Penalty: 4727.938477
	Iteration 28Q: 3 clusters Score -1313801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1313818.000000 Penalty: 4727.938477
	Iteration 29Q: 3 clusters Score -1313818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1313835.750000 Penalty: 4727.938477
	Iteration 30Q: 3 clusters Score -1313836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1313850.875000 Penalty: 4727.938477
	Iteration 31Q: 3 clusters Score -1313851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1313861.500000 Penalty: 4727.938477
	Iteration 32Q: 3 clusters Score -1313862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1313873.000000 Penalty: 4727.938477
	Iteration 33Q: 3 clusters Score -1313873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1313879.750000 Penalty: 4727.938477
	Iteration 34Q: 3 clusters Score -1313880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1313886.625000 Penalty: 4727.938477
	Iteration 35Q: 3 clusters Score -1313887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1313890.500000 Penalty: 4727.938477
	Iteration 36Q: 3 clusters Score -1313890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1313897.625000 Penalty: 4727.938477
	Iteration 37Q: 3 clusters Score -1313898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1313902.000000 Penalty: 4727.938477
	Iteration 38Q: 3 clusters Score -1313902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1313905.375000 Penalty: 4727.938477
	Iteration 39Q: 3 clusters Score -1313905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1313918.250000 Penalty: 4727.938477
	Iteration 40F: 3 clusters Score -1313918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1313927.875000 Penalty: 4727.938477
	Iteration 41Q: 3 clusters Score -1313928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1313938.125000 Penalty: 4727.938477
	Iteration 42Q: 3 clusters Score -1313938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1313941.375000 Penalty: 4727.938477
	Iteration 43Q: 3 clusters Score -1313941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1313940.250000 Penalty: 4727.938477
	Iteration 44Q: 3 clusters Score -1313940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1313941.750000 Penalty: 4727.938477
	Iteration 45Q: 3 clusters Score -1313942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1313941.750000 Penalty: 4727.938477
	Iteration 46F: 3 clusters Score -1313942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Entering Unmasked Estep 
Score: -508442.000000 Penalty: 2150.394043
	Iteration 0F: 2 clusters Score -508442 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 2900 members 
Entering Unmasked Estep 
Score: -503442.375000 Penalty: 4300.788086
	Iteration 0F: 3 clusters Score -503442.4 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -504792.562500 Penalty: 4300.788086
	Iteration 1F: 3 clusters Score -504792.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -505137.281250 Penalty: 4300.788086
	Iteration 2F: 3 clusters Score -505137.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -505489.625000 Penalty: 4300.788086
	Iteration 3F: 3 clusters Score -505489.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -505868.187500 Penalty: 4300.788086
	Iteration 4F: 3 clusters Score -505868.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -506259.500000 Penalty: 4300.788086
	Iteration 5F: 3 clusters Score -506259.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -506559.593750 Penalty: 4300.788086
	Iteration 6F: 3 clusters Score -506559.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -506847.375000 Penalty: 4300.788086
	Iteration 7F: 3 clusters Score -506847.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -507077.437500 Penalty: 4300.788086
	Iteration 8Q: 3 clusters Score -507077.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -507255.187500 Penalty: 4300.788086
	Iteration 9Q: 3 clusters Score -507255.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -507400.375000 Penalty: 4300.788086
	Iteration 10Q: 3 clusters Score -507400.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -507489.312500 Penalty: 4300.788086
	Iteration 11Q: 3 clusters Score -507489.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -507556.843750 Penalty: 4300.788086
	Iteration 12Q: 3 clusters Score -507556.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -507615.000000 Penalty: 4300.788086
	Iteration 13Q: 3 clusters Score -507615 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -507668.906250 Penalty: 4300.788086
	Iteration 14Q: 3 clusters Score -507668.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -507722.000000 Penalty: 4300.788086
	Iteration 15Q: 3 clusters Score -507722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -507761.937500 Penalty: 4300.788086
	Iteration 16Q: 3 clusters Score -507761.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -507797.375000 Penalty: 4300.788086
	Iteration 17Q: 3 clusters Score -507797.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -507832.625000 Penalty: 4300.788086
	Iteration 18Q: 3 clusters Score -507832.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -507855.687500 Penalty: 4300.788086
	Iteration 19Q: 3 clusters Score -507855.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -507870.031250 Penalty: 4300.788086
	Iteration 20F: 3 clusters Score -507870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -507878.343750 Penalty: 4300.788086
	Iteration 21Q: 3 clusters Score -507878.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -507887.406250 Penalty: 4300.788086
	Iteration 22Q: 3 clusters Score -507887.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -507893.406250 Penalty: 4300.788086
	Iteration 23Q: 3 clusters Score -507893.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -507896.343750 Penalty: 4300.788086
	Iteration 24Q: 3 clusters Score -507896.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -507897.031250 Penalty: 4300.788086
	Iteration 25Q: 3 clusters Score -507897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -507898.687500 Penalty: 4300.788086
	Iteration 26Q: 3 clusters Score -507898.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -507897.968750 Penalty: 4300.788086
	Iteration 27Q: 3 clusters Score -507898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -507899.437500 Penalty: 4300.788086
	Iteration 28Q: 3 clusters Score -507899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -507900.281250 Penalty: 4300.788086
	Iteration 29Q: 3 clusters Score -507900.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -507900.531250 Penalty: 4300.788086
	Iteration 30Q: 3 clusters Score -507900.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -507900.750000 Penalty: 4300.788086
	Iteration 31Q: 3 clusters Score -507900.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -507903.031250 Penalty: 4300.788086
	Iteration 32Q: 3 clusters Score -507903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -507904.781250 Penalty: 4300.788086
	Iteration 33Q: 3 clusters Score -507904.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -507906.125000 Penalty: 4300.788086
	Iteration 34Q: 3 clusters Score -507906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -507906.843750 Penalty: 4300.788086
	Iteration 35Q: 3 clusters Score -507906.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -507906.906250 Penalty: 4300.788086
	Iteration 36Q: 3 clusters Score -507906.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -507906.906250 Penalty: 4300.788086
	Iteration 37F: 3 clusters Score -507906.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Entering Unmasked Estep 
Score: -1775503.250000 Penalty: 2434.522217
	Iteration 0F: 2 clusters Score -1775503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1762408.500000 Penalty: 4869.044434
	Iteration 0F: 3 clusters Score -1762408 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1766836.000000 Penalty: 4869.044434
	Iteration 1F: 3 clusters Score -1766836 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1767218.125000 Penalty: 4869.044434
	Iteration 2F: 3 clusters Score -1767218 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1767512.875000 Penalty: 4869.044434
	Iteration 3Q: 3 clusters Score -1767513 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1767800.250000 Penalty: 4869.044434
	Iteration 4Q: 3 clusters Score -1767800 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1768125.500000 Penalty: 4869.044434
	Iteration 5Q: 3 clusters Score -1768126 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1768510.625000 Penalty: 4869.044434
	Iteration 6Q: 3 clusters Score -1768511 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1769058.000000 Penalty: 4869.044434
	Iteration 7F: 3 clusters Score -1769058 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1769801.625000 Penalty: 4869.044434
	Iteration 8F: 3 clusters Score -1769802 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1770684.125000 Penalty: 4869.044434
	Iteration 9F: 3 clusters Score -1770684 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1771589.000000 Penalty: 4869.044434
	Iteration 10F: 3 clusters Score -1771589 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1772363.750000 Penalty: 4869.044434
	Iteration 11Q: 3 clusters Score -1772364 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1772837.750000 Penalty: 4869.044434
	Iteration 12Q: 3 clusters Score -1772838 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1773071.125000 Penalty: 4869.044434
	Iteration 13Q: 3 clusters Score -1773071 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1773191.125000 Penalty: 4869.044434
	Iteration 14Q: 3 clusters Score -1773191 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1773264.625000 Penalty: 4869.044434
	Iteration 15Q: 3 clusters Score -1773265 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1773321.375000 Penalty: 4869.044434
	Iteration 16Q: 3 clusters Score -1773321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1773350.750000 Penalty: 4869.044434
	Iteration 17Q: 3 clusters Score -1773351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1773369.375000 Penalty: 4869.044434
	Iteration 18Q: 3 clusters Score -1773369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1773381.375000 Penalty: 4869.044434
	Iteration 19Q: 3 clusters Score -1773381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1773390.625000 Penalty: 4869.044434
	Iteration 20F: 3 clusters Score -1773391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1773392.125000 Penalty: 4869.044434
	Iteration 21Q: 3 clusters Score -1773392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1773396.500000 Penalty: 4869.044434
	Iteration 22Q: 3 clusters Score -1773396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1773398.125000 Penalty: 4869.044434
	Iteration 23Q: 3 clusters Score -1773398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1773407.125000 Penalty: 4869.044434
	Iteration 24Q: 3 clusters Score -1773407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1773407.125000 Penalty: 4869.044434
	Iteration 25F: 3 clusters Score -1773407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Entering Unmasked Estep 
Score: -1066494.625000 Penalty: 2320.287598
	Iteration 0F: 2 clusters Score -1066495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1057901.625000 Penalty: 4640.575195
	Iteration 0F: 3 clusters Score -1057902 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1060545.250000 Penalty: 4640.575195
	Iteration 1F: 3 clusters Score -1060545 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1060933.750000 Penalty: 4640.575195
	Iteration 2F: 3 clusters Score -1060934 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1061242.625000 Penalty: 4640.575195
	Iteration 3F: 3 clusters Score -1061243 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1061532.750000 Penalty: 4640.575195
	Iteration 4Q: 3 clusters Score -1061533 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1061861.875000 Penalty: 4640.575195
	Iteration 5Q: 3 clusters Score -1061862 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1062225.750000 Penalty: 4640.575195
	Iteration 6Q: 3 clusters Score -1062226 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1062610.750000 Penalty: 4640.575195
	Iteration 7Q: 3 clusters Score -1062611 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1062998.000000 Penalty: 4640.575195
	Iteration 8F: 3 clusters Score -1062998 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1063367.500000 Penalty: 4640.575195
	Iteration 9Q: 3 clusters Score -1063368 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1063705.000000 Penalty: 4640.575195
	Iteration 10Q: 3 clusters Score -1063705 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1063937.750000 Penalty: 4640.575195
	Iteration 11Q: 3 clusters Score -1063938 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1064128.500000 Penalty: 4640.575195
	Iteration 12Q: 3 clusters Score -1064128 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1064315.875000 Penalty: 4640.575195
	Iteration 13Q: 3 clusters Score -1064316 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1064492.125000 Penalty: 4640.575195
	Iteration 14Q: 3 clusters Score -1064492 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1064674.250000 Penalty: 4640.575195
	Iteration 15Q: 3 clusters Score -1064674 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1064910.500000 Penalty: 4640.575195
	Iteration 16Q: 3 clusters Score -1064910 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1065155.625000 Penalty: 4640.575195
	Iteration 17Q: 3 clusters Score -1065156 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1065443.125000 Penalty: 4640.575195
	Iteration 18Q: 3 clusters Score -1065443 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1065683.875000 Penalty: 4640.575195
	Iteration 19Q: 3 clusters Score -1065684 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1065861.875000 Penalty: 4640.575195
	Iteration 20F: 3 clusters Score -1065862 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1065990.500000 Penalty: 4640.575195
	Iteration 21Q: 3 clusters Score -1065990 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1066091.625000 Penalty: 4640.575195
	Iteration 22Q: 3 clusters Score -1066092 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1066156.750000 Penalty: 4640.575195
	Iteration 23Q: 3 clusters Score -1066157 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1066191.500000 Penalty: 4640.575195
	Iteration 24Q: 3 clusters Score -1066192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1066210.625000 Penalty: 4640.575195
	Iteration 25Q: 3 clusters Score -1066211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1066220.750000 Penalty: 4640.575195
	Iteration 26Q: 3 clusters Score -1066221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1066222.750000 Penalty: 4640.575195
	Iteration 27Q: 3 clusters Score -1066223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1066225.250000 Penalty: 4640.575195
	Iteration 28Q: 3 clusters Score -1066225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1066227.875000 Penalty: 4640.575195
	Iteration 29Q: 3 clusters Score -1066228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1066230.125000 Penalty: 4640.575195
	Iteration 30Q: 3 clusters Score -1066230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1066230.750000 Penalty: 4640.575195
	Iteration 31Q: 3 clusters Score -1066231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1066229.500000 Penalty: 4640.575195
	Iteration 32Q: 3 clusters Score -1066230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1066228.500000 Penalty: 4640.575195
	Iteration 33Q: 3 clusters Score -1066228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1066229.000000 Penalty: 4640.575195
	Iteration 34Q: 3 clusters Score -1066229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1066230.375000 Penalty: 4640.575195
	Iteration 35Q: 3 clusters Score -1066230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1066229.625000 Penalty: 4640.575195
	Iteration 36Q: 3 clusters Score -1066230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1066231.125000 Penalty: 4640.575195
	Iteration 37Q: 3 clusters Score -1066231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1066231.375000 Penalty: 4640.575195
	Iteration 38Q: 3 clusters Score -1066231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1066232.500000 Penalty: 4640.575195
	Iteration 39Q: 3 clusters Score -1066232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1066232.000000 Penalty: 4640.575195
	Iteration 40F: 3 clusters Score -1066232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1066234.000000 Penalty: 4640.575195
	Iteration 41Q: 3 clusters Score -1066234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1066233.875000 Penalty: 4640.575195
	Iteration 42Q: 3 clusters Score -1066234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1066232.875000 Penalty: 4640.575195
	Iteration 43Q: 3 clusters Score -1066233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1066234.125000 Penalty: 4640.575195
	Iteration 44Q: 3 clusters Score -1066234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1066234.125000 Penalty: 4640.575195
	Iteration 45F: 3 clusters Score -1066234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Entering Unmasked Estep 
Score: -859262.312500 Penalty: 2287.979004
	Iteration 0F: 2 clusters Score -859262.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -851446.562500 Penalty: 4575.958008
	Iteration 0F: 3 clusters Score -851446.6 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -853947.625000 Penalty: 4575.958008
	Iteration 1F: 3 clusters Score -853947.6 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -854390.375000 Penalty: 4575.958008
	Iteration 2F: 3 clusters Score -854390.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -854798.125000 Penalty: 4575.958008
	Iteration 3F: 3 clusters Score -854798.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -855148.750000 Penalty: 4575.958008
	Iteration 4F: 3 clusters Score -855148.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -855453.500000 Penalty: 4575.958008
	Iteration 5F: 3 clusters Score -855453.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -855705.812500 Penalty: 4575.958008
	Iteration 6Q: 3 clusters Score -855705.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -855910.437500 Penalty: 4575.958008
	Iteration 7Q: 3 clusters Score -855910.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -856094.500000 Penalty: 4575.958008
	Iteration 8Q: 3 clusters Score -856094.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -856274.875000 Penalty: 4575.958008
	Iteration 9Q: 3 clusters Score -856274.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -856436.250000 Penalty: 4575.958008
	Iteration 10Q: 3 clusters Score -856436.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -856569.875000 Penalty: 4575.958008
	Iteration 11Q: 3 clusters Score -856569.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -856661.437500 Penalty: 4575.958008
	Iteration 12Q: 3 clusters Score -856661.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -856755.875000 Penalty: 4575.958008
	Iteration 13Q: 3 clusters Score -856755.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -856836.062500 Penalty: 4575.958008
	Iteration 14Q: 3 clusters Score -856836.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -856909.375000 Penalty: 4575.958008
	Iteration 15Q: 3 clusters Score -856909.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -856986.500000 Penalty: 4575.958008
	Iteration 16Q: 3 clusters Score -856986.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -857069.000000 Penalty: 4575.958008
	Iteration 17Q: 3 clusters Score -857069 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -857132.125000 Penalty: 4575.958008
	Iteration 18Q: 3 clusters Score -857132.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -857189.625000 Penalty: 4575.958008
	Iteration 19Q: 3 clusters Score -857189.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -857233.750000 Penalty: 4575.958008
	Iteration 20F: 3 clusters Score -857233.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -857272.187500 Penalty: 4575.958008
	Iteration 21Q: 3 clusters Score -857272.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -857305.562500 Penalty: 4575.958008
	Iteration 22Q: 3 clusters Score -857305.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -857331.437500 Penalty: 4575.958008
	Iteration 23Q: 3 clusters Score -857331.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -857346.562500 Penalty: 4575.958008
	Iteration 24Q: 3 clusters Score -857346.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -857362.500000 Penalty: 4575.958008
	Iteration 25Q: 3 clusters Score -857362.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -857379.687500 Penalty: 4575.958008
	Iteration 26Q: 3 clusters Score -857379.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -857394.000000 Penalty: 4575.958008
	Iteration 27Q: 3 clusters Score -857394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -857407.187500 Penalty: 4575.958008
	Iteration 28Q: 3 clusters Score -857407.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -857418.062500 Penalty: 4575.958008
	Iteration 29Q: 3 clusters Score -857418.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -857430.062500 Penalty: 4575.958008
	Iteration 30Q: 3 clusters Score -857430.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -857437.937500 Penalty: 4575.958008
	Iteration 31Q: 3 clusters Score -857437.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -857442.375000 Penalty: 4575.958008
	Iteration 32Q: 3 clusters Score -857442.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -857452.437500 Penalty: 4575.958008
	Iteration 33Q: 3 clusters Score -857452.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -857457.625000 Penalty: 4575.958008
	Iteration 34Q: 3 clusters Score -857457.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -857471.500000 Penalty: 4575.958008
	Iteration 35Q: 3 clusters Score -857471.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -857486.000000 Penalty: 4575.958008
	Iteration 36Q: 3 clusters Score -857486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -857496.875000 Penalty: 4575.958008
	Iteration 37Q: 3 clusters Score -857496.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -857503.187500 Penalty: 4575.958008
	Iteration 38Q: 3 clusters Score -857503.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -857507.437500 Penalty: 4575.958008
	Iteration 39Q: 3 clusters Score -857507.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -857514.562500 Penalty: 4575.958008
	Iteration 40F: 3 clusters Score -857514.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -857519.062500 Penalty: 4575.958008
	Iteration 41Q: 3 clusters Score -857519.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -857526.812500 Penalty: 4575.958008
	Iteration 42Q: 3 clusters Score -857526.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -857531.562500 Penalty: 4575.958008
	Iteration 43Q: 3 clusters Score -857531.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -857535.000000 Penalty: 4575.958008
	Iteration 44Q: 3 clusters Score -857535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -857537.625000 Penalty: 4575.958008
	Iteration 45Q: 3 clusters Score -857537.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -857542.437500 Penalty: 4575.958008
	Iteration 46Q: 3 clusters Score -857542.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -857545.000000 Penalty: 4575.958008
	Iteration 47Q: 3 clusters Score -857545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -857551.625000 Penalty: 4575.958008
	Iteration 48Q: 3 clusters Score -857551.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -857554.625000 Penalty: 4575.958008
	Iteration 49Q: 3 clusters Score -857554.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -857560.937500 Penalty: 4575.958008
	Iteration 50Q: 3 clusters Score -857560.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -857567.937500 Penalty: 4575.958008
	Iteration 51Q: 3 clusters Score -857567.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -857585.000000 Penalty: 4575.958008
	Iteration 52Q: 3 clusters Score -857585 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -857596.187500 Penalty: 4575.958008
	Iteration 53Q: 3 clusters Score -857596.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -857610.750000 Penalty: 4575.958008
	Iteration 54Q: 3 clusters Score -857610.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -857623.812500 Penalty: 4575.958008
	Iteration 55Q: 3 clusters Score -857623.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -857640.000000 Penalty: 4575.958008
	Iteration 56Q: 3 clusters Score -857640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -857662.375000 Penalty: 4575.958008
	Iteration 57Q: 3 clusters Score -857662.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -857681.437500 Penalty: 4575.958008
	Iteration 58Q: 3 clusters Score -857681.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -857707.687500 Penalty: 4575.958008
	Iteration 59Q: 3 clusters Score -857707.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -857736.062500 Penalty: 4575.958008
	Iteration 60F: 3 clusters Score -857736.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -857772.687500 Penalty: 4575.958008
	Iteration 61Q: 3 clusters Score -857772.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -857800.812500 Penalty: 4575.958008
	Iteration 62Q: 3 clusters Score -857800.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -857821.375000 Penalty: 4575.958008
	Iteration 63Q: 3 clusters Score -857821.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -857833.437500 Penalty: 4575.958008
	Iteration 64Q: 3 clusters Score -857833.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -857841.750000 Penalty: 4575.958008
	Iteration 65Q: 3 clusters Score -857841.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -857848.562500 Penalty: 4575.958008
	Iteration 66Q: 3 clusters Score -857848.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -857851.375000 Penalty: 4575.958008
	Iteration 67Q: 3 clusters Score -857851.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -857856.625000 Penalty: 4575.958008
	Iteration 68Q: 3 clusters Score -857856.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -857861.562500 Penalty: 4575.958008
	Iteration 69Q: 3 clusters Score -857861.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -857865.937500 Penalty: 4575.958008
	Iteration 70Q: 3 clusters Score -857865.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -857868.625000 Penalty: 4575.958008
	Iteration 71Q: 3 clusters Score -857868.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -857873.375000 Penalty: 4575.958008
	Iteration 72Q: 3 clusters Score -857873.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -857875.500000 Penalty: 4575.958008
	Iteration 73Q: 3 clusters Score -857875.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -857879.750000 Penalty: 4575.958008
	Iteration 74Q: 3 clusters Score -857879.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -857883.312500 Penalty: 4575.958008
	Iteration 75Q: 3 clusters Score -857883.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -857889.250000 Penalty: 4575.958008
	Iteration 76Q: 3 clusters Score -857889.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -857890.562500 Penalty: 4575.958008
	Iteration 77Q: 3 clusters Score -857890.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -857891.625000 Penalty: 4575.958008
	Iteration 78Q: 3 clusters Score -857891.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -857891.625000 Penalty: 4575.958008
	Iteration 79F: 3 clusters Score -857891.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Entering Unmasked Estep 
Score: -949598.062500 Penalty: 2286.950928
	Iteration 0F: 2 clusters Score -949598.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -941911.000000 Penalty: 4573.901855
	Iteration 0F: 3 clusters Score -941911 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -944339.437500 Penalty: 4573.901855
	Iteration 1F: 3 clusters Score -944339.4 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -944954.312500 Penalty: 4573.901855
	Iteration 2F: 3 clusters Score -944954.3 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -945624.750000 Penalty: 4573.901855
	Iteration 3F: 3 clusters Score -945624.8 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -946221.625000 Penalty: 4573.901855
	Iteration 4F: 3 clusters Score -946221.6 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -946712.187500 Penalty: 4573.901855
	Iteration 5F: 3 clusters Score -946712.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -947124.125000 Penalty: 4573.901855
	Iteration 6F: 3 clusters Score -947124.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -947466.562500 Penalty: 4573.901855
	Iteration 7Q: 3 clusters Score -947466.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -947792.000000 Penalty: 4573.901855
	Iteration 8Q: 3 clusters Score -947792 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -948087.937500 Penalty: 4573.901855
	Iteration 9Q: 3 clusters Score -948087.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -948317.125000 Penalty: 4573.901855
	Iteration 10Q: 3 clusters Score -948317.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -948484.062500 Penalty: 4573.901855
	Iteration 11Q: 3 clusters Score -948484.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -948618.437500 Penalty: 4573.901855
	Iteration 12Q: 3 clusters Score -948618.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -948691.625000 Penalty: 4573.901855
	Iteration 13Q: 3 clusters Score -948691.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -948720.000000 Penalty: 4573.901855
	Iteration 14Q: 3 clusters Score -948720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -948739.250000 Penalty: 4573.901855
	Iteration 15Q: 3 clusters Score -948739.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -948747.000000 Penalty: 4573.901855
	Iteration 16Q: 3 clusters Score -948747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -948755.312500 Penalty: 4573.901855
	Iteration 17Q: 3 clusters Score -948755.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -948761.937500 Penalty: 4573.901855
	Iteration 18Q: 3 clusters Score -948761.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -948772.062500 Penalty: 4573.901855
	Iteration 19Q: 3 clusters Score -948772.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -948777.312500 Penalty: 4573.901855
	Iteration 20F: 3 clusters Score -948777.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -948779.500000 Penalty: 4573.901855
	Iteration 21Q: 3 clusters Score -948779.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -948786.125000 Penalty: 4573.901855
	Iteration 22Q: 3 clusters Score -948786.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -948783.750000 Penalty: 4573.901855
	Iteration 23Q: 3 clusters Score -948783.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -948789.812500 Penalty: 4573.901855
	Iteration 24Q: 3 clusters Score -948789.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -948789.437500 Penalty: 4573.901855
	Iteration 25Q: 3 clusters Score -948789.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -948791.187500 Penalty: 4573.901855
	Iteration 26Q: 3 clusters Score -948791.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -948793.750000 Penalty: 4573.901855
	Iteration 27Q: 3 clusters Score -948793.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -948792.875000 Penalty: 4573.901855
	Iteration 28Q: 3 clusters Score -948792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -948792.125000 Penalty: 4573.901855
	Iteration 29Q: 3 clusters Score -948792.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -948792.562500 Penalty: 4573.901855
	Iteration 30Q: 3 clusters Score -948792.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -948793.437500 Penalty: 4573.901855
	Iteration 31Q: 3 clusters Score -948793.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -948793.437500 Penalty: 4573.901855
	Iteration 32F: 3 clusters Score -948793.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Entering Unmasked Estep 
Score: -2466695.000000 Penalty: 2517.953613
	Iteration 0F: 2 clusters Score -2466695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2449054.750000 Penalty: 5035.907227
	Iteration 0F: 3 clusters Score -2449055 nChanged 11365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2455365.750000 Penalty: 5035.907227
	Iteration 1F: 3 clusters Score -2455366 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2456163.750000 Penalty: 5035.907227
	Iteration 2F: 3 clusters Score -2456164 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2457124.750000 Penalty: 5035.907227
	Iteration 3F: 3 clusters Score -2457125 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2458228.000000 Penalty: 5035.907227
	Iteration 4F: 3 clusters Score -2458228 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2459514.750000 Penalty: 5035.907227
	Iteration 5F: 3 clusters Score -2459515 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2460979.500000 Penalty: 5035.907227
	Iteration 6F: 3 clusters Score -2460980 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2462369.250000 Penalty: 5035.907227
	Iteration 7F: 3 clusters Score -2462369 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2463266.750000 Penalty: 5035.907227
	Iteration 8F: 3 clusters Score -2463267 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2463687.500000 Penalty: 5035.907227
	Iteration 9Q: 3 clusters Score -2463688 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2463897.000000 Penalty: 5035.907227
	Iteration 10Q: 3 clusters Score -2463897 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2464008.500000 Penalty: 5035.907227
	Iteration 11Q: 3 clusters Score -2464008 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2464061.500000 Penalty: 5035.907227
	Iteration 12Q: 3 clusters Score -2464062 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2464093.500000 Penalty: 5035.907227
	Iteration 13Q: 3 clusters Score -2464094 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2464108.750000 Penalty: 5035.907227
	Iteration 14Q: 3 clusters Score -2464109 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2464121.750000 Penalty: 5035.907227
	Iteration 15Q: 3 clusters Score -2464122 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2464141.000000 Penalty: 5035.907227
	Iteration 16Q: 3 clusters Score -2464141 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2464155.500000 Penalty: 5035.907227
	Iteration 17Q: 3 clusters Score -2464156 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2464161.500000 Penalty: 5035.907227
	Iteration 18Q: 3 clusters Score -2464162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2464176.000000 Penalty: 5035.907227
	Iteration 19Q: 3 clusters Score -2464176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2464168.750000 Penalty: 5035.907227
	Iteration 20F: 3 clusters Score -2464169 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2464174.500000 Penalty: 5035.907227
	Iteration 21Q: 3 clusters Score -2464174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2464180.250000 Penalty: 5035.907227
	Iteration 22Q: 3 clusters Score -2464180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2464181.000000 Penalty: 5035.907227
	Iteration 23Q: 3 clusters Score -2464181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2464184.000000 Penalty: 5035.907227
	Iteration 24Q: 3 clusters Score -2464184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2464184.000000 Penalty: 5035.907227
	Iteration 25Q: 3 clusters Score -2464184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2464191.500000 Penalty: 5035.907227
	Iteration 26Q: 3 clusters Score -2464192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2464189.250000 Penalty: 5035.907227
	Iteration 27Q: 3 clusters Score -2464189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2464189.500000 Penalty: 5035.907227
	Iteration 28Q: 3 clusters Score -2464190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2464184.000000 Penalty: 5035.907227
	Iteration 29Q: 3 clusters Score -2464184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2464192.500000 Penalty: 5035.907227
	Iteration 30Q: 3 clusters Score -2464192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2464195.500000 Penalty: 5035.907227
	Iteration 31Q: 3 clusters Score -2464196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2464192.500000 Penalty: 5035.907227
	Iteration 32Q: 3 clusters Score -2464192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2464190.500000 Penalty: 5035.907227
	Iteration 33Q: 3 clusters Score -2464190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2464191.750000 Penalty: 5035.907227
	Iteration 34Q: 3 clusters Score -2464192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2464191.500000 Penalty: 5035.907227
	Iteration 35Q: 3 clusters Score -2464192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2464192.500000 Penalty: 5035.907227
	Iteration 36Q: 3 clusters Score -2464192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2464194.000000 Penalty: 5035.907227
	Iteration 37Q: 3 clusters Score -2464194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2464189.500000 Penalty: 5035.907227
	Iteration 38Q: 3 clusters Score -2464190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2464189.500000 Penalty: 5035.907227
	Iteration 39Q: 3 clusters Score -2464190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2464187.500000 Penalty: 5035.907227
	Iteration 40F: 3 clusters Score -2464188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2464183.750000 Penalty: 5035.907227
	Iteration 41Q: 3 clusters Score -2464184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2464191.250000 Penalty: 5035.907227
	Iteration 42Q: 3 clusters Score -2464191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2464192.000000 Penalty: 5035.907227
	Iteration 43Q: 3 clusters Score -2464192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2464196.500000 Penalty: 5035.907227
	Iteration 44Q: 3 clusters Score -2464196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2464190.000000 Penalty: 5035.907227
	Iteration 45Q: 3 clusters Score -2464190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2464195.750000 Penalty: 5035.907227
	Iteration 46Q: 3 clusters Score -2464196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2464198.750000 Penalty: 5035.907227
	Iteration 47Q: 3 clusters Score -2464199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2464200.750000 Penalty: 5035.907227
	Iteration 48Q: 3 clusters Score -2464201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2464196.750000 Penalty: 5035.907227
	Iteration 49Q: 3 clusters Score -2464197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2464193.000000 Penalty: 5035.907227
	Iteration 50Q: 3 clusters Score -2464193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2464191.250000 Penalty: 5035.907227
	Iteration 51Q: 3 clusters Score -2464191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2464195.500000 Penalty: 5035.907227
	Iteration 52Q: 3 clusters Score -2464196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2464195.250000 Penalty: 5035.907227
	Iteration 53Q: 3 clusters Score -2464195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2464195.250000 Penalty: 5035.907227
	Iteration 54F: 3 clusters Score -2464195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Entering Unmasked Estep 
Score: -805969.562500 Penalty: 2250.424316
	Iteration 0F: 2 clusters Score -805969.6 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 4328 members 
Entering Unmasked Estep 
Score: -799076.562500 Penalty: 4500.848633
	Iteration 0F: 3 clusters Score -799076.6 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -801124.375000 Penalty: 4500.848633
	Iteration 1F: 3 clusters Score -801124.4 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -801533.312500 Penalty: 4500.848633
	Iteration 2F: 3 clusters Score -801533.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -801846.312500 Penalty: 4500.848633
	Iteration 3F: 3 clusters Score -801846.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -802083.562500 Penalty: 4500.848633
	Iteration 4Q: 3 clusters Score -802083.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -802289.312500 Penalty: 4500.848633
	Iteration 5Q: 3 clusters Score -802289.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -802445.562500 Penalty: 4500.848633
	Iteration 6Q: 3 clusters Score -802445.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -802577.125000 Penalty: 4500.848633
	Iteration 7Q: 3 clusters Score -802577.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -802679.187500 Penalty: 4500.848633
	Iteration 8Q: 3 clusters Score -802679.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -802778.250000 Penalty: 4500.848633
	Iteration 9Q: 3 clusters Score -802778.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -802871.937500 Penalty: 4500.848633
	Iteration 10Q: 3 clusters Score -802871.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -802978.687500 Penalty: 4500.848633
	Iteration 11Q: 3 clusters Score -802978.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -803091.750000 Penalty: 4500.848633
	Iteration 12Q: 3 clusters Score -803091.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -803223.625000 Penalty: 4500.848633
	Iteration 13Q: 3 clusters Score -803223.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -803350.062500 Penalty: 4500.848633
	Iteration 14Q: 3 clusters Score -803350.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -803488.187500 Penalty: 4500.848633
	Iteration 15Q: 3 clusters Score -803488.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -803650.375000 Penalty: 4500.848633
	Iteration 16Q: 3 clusters Score -803650.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -803795.750000 Penalty: 4500.848633
	Iteration 17Q: 3 clusters Score -803795.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -803935.312500 Penalty: 4500.848633
	Iteration 18Q: 3 clusters Score -803935.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -804057.312500 Penalty: 4500.848633
	Iteration 19Q: 3 clusters Score -804057.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -804166.937500 Penalty: 4500.848633
	Iteration 20F: 3 clusters Score -804166.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -804259.062500 Penalty: 4500.848633
	Iteration 21Q: 3 clusters Score -804259.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -804322.312500 Penalty: 4500.848633
	Iteration 22Q: 3 clusters Score -804322.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -804383.250000 Penalty: 4500.848633
	Iteration 23Q: 3 clusters Score -804383.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -804430.375000 Penalty: 4500.848633
	Iteration 24Q: 3 clusters Score -804430.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -804469.687500 Penalty: 4500.848633
	Iteration 25Q: 3 clusters Score -804469.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -804498.812500 Penalty: 4500.848633
	Iteration 26Q: 3 clusters Score -804498.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -804522.187500 Penalty: 4500.848633
	Iteration 27Q: 3 clusters Score -804522.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -804538.937500 Penalty: 4500.848633
	Iteration 28Q: 3 clusters Score -804538.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -804547.937500 Penalty: 4500.848633
	Iteration 29Q: 3 clusters Score -804547.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -804553.812500 Penalty: 4500.848633
	Iteration 30Q: 3 clusters Score -804553.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -804561.687500 Penalty: 4500.848633
	Iteration 31Q: 3 clusters Score -804561.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -804566.187500 Penalty: 4500.848633
	Iteration 32Q: 3 clusters Score -804566.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -804568.437500 Penalty: 4500.848633
	Iteration 33Q: 3 clusters Score -804568.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -804575.187500 Penalty: 4500.848633
	Iteration 34Q: 3 clusters Score -804575.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -804577.750000 Penalty: 4500.848633
	Iteration 35Q: 3 clusters Score -804577.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -804579.750000 Penalty: 4500.848633
	Iteration 36Q: 3 clusters Score -804579.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -804580.500000 Penalty: 4500.848633
	Iteration 37Q: 3 clusters Score -804580.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -804583.687500 Penalty: 4500.848633
	Iteration 38Q: 3 clusters Score -804583.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -804584.562500 Penalty: 4500.848633
	Iteration 39Q: 3 clusters Score -804584.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -804585.312500 Penalty: 4500.848633
	Iteration 40F: 3 clusters Score -804585.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -804586.312500 Penalty: 4500.848633
	Iteration 41Q: 3 clusters Score -804586.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -804586.125000 Penalty: 4500.848633
	Iteration 42Q: 3 clusters Score -804586.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -804589.500000 Penalty: 4500.848633
	Iteration 43Q: 3 clusters Score -804589.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -804591.312500 Penalty: 4500.848633
	Iteration 44Q: 3 clusters Score -804591.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -804597.125000 Penalty: 4500.848633
	Iteration 45Q: 3 clusters Score -804597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -804596.375000 Penalty: 4500.848633
	Iteration 46Q: 3 clusters Score -804596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -804596.250000 Penalty: 4500.848633
	Iteration 47Q: 3 clusters Score -804596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -804597.562500 Penalty: 4500.848633
	Iteration 48Q: 3 clusters Score -804597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -804596.687500 Penalty: 4500.848633
	Iteration 49Q: 3 clusters Score -804596.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -804598.937500 Penalty: 4500.848633
	Iteration 50Q: 3 clusters Score -804598.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -804598.937500 Penalty: 4500.848633
	Iteration 51F: 3 clusters Score -804598.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Entering Unmasked Estep 
Score: -527054.687500 Penalty: 2143.668701
	Iteration 0F: 2 clusters Score -527054.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -522084.093750 Penalty: 4287.337402
	Iteration 0F: 3 clusters Score -522084.1 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -523328.281250 Penalty: 4287.337402
	Iteration 1F: 3 clusters Score -523328.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -523559.843750 Penalty: 4287.337402
	Iteration 2F: 3 clusters Score -523559.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -523716.500000 Penalty: 4287.337402
	Iteration 3F: 3 clusters Score -523716.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -523819.156250 Penalty: 4287.337402
	Iteration 4Q: 3 clusters Score -523819.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -523909.812500 Penalty: 4287.337402
	Iteration 5Q: 3 clusters Score -523909.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -523990.875000 Penalty: 4287.337402
	Iteration 6Q: 3 clusters Score -523990.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -524057.687500 Penalty: 4287.337402
	Iteration 7Q: 3 clusters Score -524057.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -524129.718750 Penalty: 4287.337402
	Iteration 8Q: 3 clusters Score -524129.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -524196.843750 Penalty: 4287.337402
	Iteration 9Q: 3 clusters Score -524196.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -524264.750000 Penalty: 4287.337402
	Iteration 10Q: 3 clusters Score -524264.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -524328.187500 Penalty: 4287.337402
	Iteration 11Q: 3 clusters Score -524328.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -524397.187500 Penalty: 4287.337402
	Iteration 12Q: 3 clusters Score -524397.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -524489.937500 Penalty: 4287.337402
	Iteration 13Q: 3 clusters Score -524489.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -524588.062500 Penalty: 4287.337402
	Iteration 14Q: 3 clusters Score -524588.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -524682.562500 Penalty: 4287.337402
	Iteration 15Q: 3 clusters Score -524682.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -524777.187500 Penalty: 4287.337402
	Iteration 16Q: 3 clusters Score -524777.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -524847.875000 Penalty: 4287.337402
	Iteration 17Q: 3 clusters Score -524847.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -524918.625000 Penalty: 4287.337402
	Iteration 18Q: 3 clusters Score -524918.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -524988.437500 Penalty: 4287.337402
	Iteration 19Q: 3 clusters Score -524988.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -525037.250000 Penalty: 4287.337402
	Iteration 20F: 3 clusters Score -525037.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -525068.625000 Penalty: 4287.337402
	Iteration 21Q: 3 clusters Score -525068.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -525097.812500 Penalty: 4287.337402
	Iteration 22Q: 3 clusters Score -525097.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -525120.312500 Penalty: 4287.337402
	Iteration 23Q: 3 clusters Score -525120.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -525139.937500 Penalty: 4287.337402
	Iteration 24Q: 3 clusters Score -525139.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -525149.125000 Penalty: 4287.337402
	Iteration 25Q: 3 clusters Score -525149.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -525156.250000 Penalty: 4287.337402
	Iteration 26Q: 3 clusters Score -525156.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -525159.312500 Penalty: 4287.337402
	Iteration 27Q: 3 clusters Score -525159.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -525161.250000 Penalty: 4287.337402
	Iteration 28Q: 3 clusters Score -525161.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -525162.625000 Penalty: 4287.337402
	Iteration 29Q: 3 clusters Score -525162.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -525165.125000 Penalty: 4287.337402
	Iteration 30Q: 3 clusters Score -525165.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -525168.812500 Penalty: 4287.337402
	Iteration 31Q: 3 clusters Score -525168.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -525170.812500 Penalty: 4287.337402
	Iteration 32Q: 3 clusters Score -525170.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -525175.687500 Penalty: 4287.337402
	Iteration 33Q: 3 clusters Score -525175.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -525178.875000 Penalty: 4287.337402
	Iteration 34Q: 3 clusters Score -525178.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -525180.312500 Penalty: 4287.337402
	Iteration 35Q: 3 clusters Score -525180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -525180.437500 Penalty: 4287.337402
	Iteration 36Q: 3 clusters Score -525180.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -525183.062500 Penalty: 4287.337402
	Iteration 37Q: 3 clusters Score -525183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -525185.750000 Penalty: 4287.337402
	Iteration 38Q: 3 clusters Score -525185.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -525190.250000 Penalty: 4287.337402
	Iteration 39Q: 3 clusters Score -525190.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -525196.000000 Penalty: 4287.337402
	Iteration 40F: 3 clusters Score -525196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -525198.062500 Penalty: 4287.337402
	Iteration 41Q: 3 clusters Score -525198.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -525200.562500 Penalty: 4287.337402
	Iteration 42Q: 3 clusters Score -525200.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -525200.000000 Penalty: 4287.337402
	Iteration 43Q: 3 clusters Score -525200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -525200.000000 Penalty: 4287.337402
	Iteration 44F: 3 clusters Score -525200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Entering Unmasked Estep 
Score: -851194.000000 Penalty: 2259.354248
	Iteration 0F: 2 clusters Score -851194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -844167.750000 Penalty: 4518.708496
	Iteration 0F: 3 clusters Score -844167.8 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -846067.250000 Penalty: 4518.708496
	Iteration 1F: 3 clusters Score -846067.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -846342.187500 Penalty: 4518.708496
	Iteration 2F: 3 clusters Score -846342.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -846504.000000 Penalty: 4518.708496
	Iteration 3Q: 3 clusters Score -846504 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -846612.625000 Penalty: 4518.708496
	Iteration 4Q: 3 clusters Score -846612.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -846694.812500 Penalty: 4518.708496
	Iteration 5Q: 3 clusters Score -846694.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -846770.875000 Penalty: 4518.708496
	Iteration 6Q: 3 clusters Score -846770.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -846871.062500 Penalty: 4518.708496
	Iteration 7Q: 3 clusters Score -846871.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -846970.812500 Penalty: 4518.708496
	Iteration 8Q: 3 clusters Score -846970.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -847088.250000 Penalty: 4518.708496
	Iteration 9Q: 3 clusters Score -847088.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -847217.000000 Penalty: 4518.708496
	Iteration 10Q: 3 clusters Score -847217 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -847387.500000 Penalty: 4518.708496
	Iteration 11Q: 3 clusters Score -847387.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -847623.687500 Penalty: 4518.708496
	Iteration 12Q: 3 clusters Score -847623.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -847955.000000 Penalty: 4518.708496
	Iteration 13Q: 3 clusters Score -847955 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -848489.625000 Penalty: 4518.708496
	Iteration 14Q: 3 clusters Score -848489.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -849323.187500 Penalty: 4518.708496
	Iteration 15F: 3 clusters Score -849323.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -850228.375000 Penalty: 4518.708496
	Iteration 16F: 3 clusters Score -850228.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -850813.562500 Penalty: 4518.708496
	Iteration 17F: 3 clusters Score -850813.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -851270.250000 Penalty: 4518.708496
	Iteration 18Q: 3 clusters Score -851270.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -851595.312500 Penalty: 4518.708496
	Iteration 19Q: 3 clusters Score -851595.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -851773.500000 Penalty: 4518.708496
	Iteration 20F: 3 clusters Score -851773.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -851874.312500 Penalty: 4518.708496
	Iteration 21Q: 3 clusters Score -851874.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -851950.437500 Penalty: 4518.708496
	Iteration 22Q: 3 clusters Score -851950.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -852001.250000 Penalty: 4518.708496
	Iteration 23Q: 3 clusters Score -852001.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -852029.750000 Penalty: 4518.708496
	Iteration 24Q: 3 clusters Score -852029.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -852059.062500 Penalty: 4518.708496
	Iteration 25Q: 3 clusters Score -852059.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -852077.250000 Penalty: 4518.708496
	Iteration 26Q: 3 clusters Score -852077.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -852096.437500 Penalty: 4518.708496
	Iteration 27Q: 3 clusters Score -852096.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -852110.187500 Penalty: 4518.708496
	Iteration 28Q: 3 clusters Score -852110.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -852120.625000 Penalty: 4518.708496
	Iteration 29Q: 3 clusters Score -852120.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -852133.937500 Penalty: 4518.708496
	Iteration 30Q: 3 clusters Score -852133.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -852136.437500 Penalty: 4518.708496
	Iteration 31Q: 3 clusters Score -852136.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -852141.937500 Penalty: 4518.708496
	Iteration 32Q: 3 clusters Score -852141.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -852140.062500 Penalty: 4518.708496
	Iteration 33Q: 3 clusters Score -852140.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -852139.750000 Penalty: 4518.708496
	Iteration 34Q: 3 clusters Score -852139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -852139.750000 Penalty: 4518.708496
	Iteration 35F: 3 clusters Score -852139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134513 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230348 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29643 members 
Mstep: Class 6 contains 310058 members 
Mstep: Class 7 contains 97814 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20044 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 225102 members 
Mstep: Class 12 contains 65394 members 
Mstep: Class 13 contains 21659 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220586 members 
Mstep: Class 16 contains 8364 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 5178 members 
Mstep: Class 21 contains 8385 members 
Mstep: Class 22 contains 102697 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 18336 members 
Mstep: Class 27 contains 11568 members 
Mstep: Class 28 contains 10155 members 
Mstep: Class 29 contains 10113 members 
Mstep: Class 30 contains 25669 members 
Mstep: Class 31 contains 8728 members 
Mstep: Class 32 contains 5675 members 
Mstep: Class 33 contains 4895 members 
Mstep: Class 34 contains 3584 members 
Mstep: Class 35 contains 4153 members 
Entering Unmasked Estep 
Score: -157701424.000000 Penalty: 124380.453125
Splitting cluster 33 changes total score from -157701776.000000 to -157701424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (3584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Entering Unmasked Estep 
Score: -333454.468750 Penalty: 2029.690186
	Iteration 0F: 2 clusters Score -333454.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -329825.593750 Penalty: 4059.380371
	Iteration 0F: 3 clusters Score -329825.6 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -330660.687500 Penalty: 4059.380371
	Iteration 1F: 3 clusters Score -330660.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -330868.125000 Penalty: 4059.380371
	Iteration 2F: 3 clusters Score -330868.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -331021.500000 Penalty: 4059.380371
	Iteration 3F: 3 clusters Score -331021.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -331199.468750 Penalty: 4059.380371
	Iteration 4F: 3 clusters Score -331199.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -331418.687500 Penalty: 4059.380371
	Iteration 5F: 3 clusters Score -331418.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -331628.500000 Penalty: 4059.380371
	Iteration 6F: 3 clusters Score -331628.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -331808.781250 Penalty: 4059.380371
	Iteration 7Q: 3 clusters Score -331808.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -332008.062500 Penalty: 4059.380371
	Iteration 8Q: 3 clusters Score -332008.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -332199.906250 Penalty: 4059.380371
	Iteration 9Q: 3 clusters Score -332199.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -332335.593750 Penalty: 4059.380371
	Iteration 10Q: 3 clusters Score -332335.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -332442.031250 Penalty: 4059.380371
	Iteration 11Q: 3 clusters Score -332442 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -332490.250000 Penalty: 4059.380371
	Iteration 12Q: 3 clusters Score -332490.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -332529.687500 Penalty: 4059.380371
	Iteration 13Q: 3 clusters Score -332529.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -332553.593750 Penalty: 4059.380371
	Iteration 14Q: 3 clusters Score -332553.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -332568.781250 Penalty: 4059.380371
	Iteration 15Q: 3 clusters Score -332568.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -332579.812500 Penalty: 4059.380371
	Iteration 16Q: 3 clusters Score -332579.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -332585.406250 Penalty: 4059.380371
	Iteration 17Q: 3 clusters Score -332585.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -332588.656250 Penalty: 4059.380371
	Iteration 18Q: 3 clusters Score -332588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -332590.000000 Penalty: 4059.380371
	Iteration 19Q: 3 clusters Score -332590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -332591.750000 Penalty: 4059.380371
	Iteration 20F: 3 clusters Score -332591.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -332592.781250 Penalty: 4059.380371
	Iteration 21Q: 3 clusters Score -332592.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -332593.156250 Penalty: 4059.380371
	Iteration 22Q: 3 clusters Score -332593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -332593.125000 Penalty: 4059.380371
	Iteration 23Q: 3 clusters Score -332593.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -332593.125000 Penalty: 4059.380371
	Iteration 24F: 3 clusters Score -332593.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134513 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230348 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29643 members 
Mstep: Class 6 contains 310058 members 
Mstep: Class 7 contains 97814 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20044 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 225102 members 
Mstep: Class 12 contains 65394 members 
Mstep: Class 13 contains 21659 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220586 members 
Mstep: Class 16 contains 8364 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 5178 members 
Mstep: Class 21 contains 8385 members 
Mstep: Class 22 contains 102697 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 18336 members 
Mstep: Class 27 contains 11568 members 
Mstep: Class 28 contains 10155 members 
Mstep: Class 29 contains 10113 members 
Mstep: Class 30 contains 25669 members 
Mstep: Class 31 contains 8728 members 
Mstep: Class 32 contains 5675 members 
Mstep: Class 33 contains 9048 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701856.000000 Penalty: 120826.726562
Iteration 279Q: 35 clusters Score -1.577019e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134511 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230348 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29641 members 
Mstep: Class 6 contains 310053 members 
Mstep: Class 7 contains 97817 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20045 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 225100 members 
Mstep: Class 12 contains 65393 members 
Mstep: Class 13 contains 21659 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220581 members 
Mstep: Class 16 contains 8365 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5404 members 
Mstep: Class 20 contains 5179 members 
Mstep: Class 21 contains 8394 members 
Mstep: Class 22 contains 102698 members 
Mstep: Class 23 contains 5508 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5830 members 
Mstep: Class 26 contains 18336 members 
Mstep: Class 27 contains 11568 members 
Mstep: Class 28 contains 10156 members 
Mstep: Class 29 contains 10110 members 
Mstep: Class 30 contains 25671 members 
Mstep: Class 31 contains 8727 members 
Mstep: Class 32 contains 5677 members 
Mstep: Class 33 contains 9046 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701840.000000 Penalty: 120826.726562
Iteration 280F: 35 clusters Score -1.577018e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134510 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230348 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29641 members 
Mstep: Class 6 contains 310048 members 
Mstep: Class 7 contains 97818 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20041 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 225099 members 
Mstep: Class 12 contains 65393 members 
Mstep: Class 13 contains 21659 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220579 members 
Mstep: Class 16 contains 8365 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5404 members 
Mstep: Class 20 contains 5180 members 
Mstep: Class 21 contains 8400 members 
Mstep: Class 22 contains 102698 members 
Mstep: Class 23 contains 5511 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5829 members 
Mstep: Class 26 contains 18337 members 
Mstep: Class 27 contains 11569 members 
Mstep: Class 28 contains 10157 members 
Mstep: Class 29 contains 10109 members 
Mstep: Class 30 contains 25670 members 
Mstep: Class 31 contains 8726 members 
Mstep: Class 32 contains 5680 members 
Mstep: Class 33 contains 9046 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701952.000000 Penalty: 120826.726562
Iteration 281Q: 35 clusters Score -1.57702e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134508 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230348 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29642 members 
Mstep: Class 6 contains 310048 members 
Mstep: Class 7 contains 97819 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20033 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 225099 members 
Mstep: Class 12 contains 65393 members 
Mstep: Class 13 contains 21662 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220574 members 
Mstep: Class 16 contains 8365 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5404 members 
Mstep: Class 20 contains 5181 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 102698 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5828 members 
Mstep: Class 26 contains 18337 members 
Mstep: Class 27 contains 11572 members 
Mstep: Class 28 contains 10157 members 
Mstep: Class 29 contains 10109 members 
Mstep: Class 30 contains 25670 members 
Mstep: Class 31 contains 8726 members 
Mstep: Class 32 contains 5682 members 
Mstep: Class 33 contains 9046 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701952.000000 Penalty: 120826.726562
Iteration 282Q: 35 clusters Score -1.57702e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134507 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230348 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29641 members 
Mstep: Class 6 contains 310049 members 
Mstep: Class 7 contains 97822 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20023 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 225098 members 
Mstep: Class 12 contains 65394 members 
Mstep: Class 13 contains 21662 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220569 members 
Mstep: Class 16 contains 8366 members 
Mstep: Class 17 contains 9230 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5404 members 
Mstep: Class 20 contains 5181 members 
Mstep: Class 21 contains 8408 members 
Mstep: Class 22 contains 102698 members 
Mstep: Class 23 contains 5516 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5826 members 
Mstep: Class 26 contains 18337 members 
Mstep: Class 27 contains 11576 members 
Mstep: Class 28 contains 10157 members 
Mstep: Class 29 contains 10109 members 
Mstep: Class 30 contains 25670 members 
Mstep: Class 31 contains 8723 members 
Mstep: Class 32 contains 5684 members 
Mstep: Class 33 contains 9050 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701824.000000 Penalty: 120826.726562
Iteration 283Q: 35 clusters Score -1.577018e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134508 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29640 members 
Mstep: Class 6 contains 310047 members 
Mstep: Class 7 contains 97822 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 20012 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 225096 members 
Mstep: Class 12 contains 65394 members 
Mstep: Class 13 contains 21665 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 220566 members 
Mstep: Class 16 contains 8368 members 
Mstep: Class 17 contains 9230 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5404 members 
Mstep: Class 20 contains 5181 members 
Mstep: Class 21 contains 8411 members 
Mstep: Class 22 contains 102698 members 
Mstep: Class 23 contains 5515 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5828 members 
Mstep: Class 26 contains 18337 members 
Mstep: Class 27 contains 11579 members 
Mstep: Class 28 contains 10158 members 
Mstep: Class 29 contains 10108 members 
Mstep: Class 30 contains 25670 members 
Mstep: Class 31 contains 8721 members 
Mstep: Class 32 contains 5688 members 
Mstep: Class 33 contains 9052 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701776.000000 Penalty: 120826.726562
Iteration 284Q: 35 clusters Score -1.577018e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134507 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29639 members 
Mstep: Class 6 contains 310048 members 
Mstep: Class 7 contains 97825 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19989 members 
Mstep: Class 10 contains 8415 members 
Mstep: Class 11 contains 225095 members 
Mstep: Class 12 contains 65392 members 
Mstep: Class 13 contains 21668 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220569 members 
Mstep: Class 16 contains 8372 members 
Mstep: Class 17 contains 9230 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5404 members 
Mstep: Class 20 contains 5181 members 
Mstep: Class 21 contains 8416 members 
Mstep: Class 22 contains 102698 members 
Mstep: Class 23 contains 5516 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5830 members 
Mstep: Class 26 contains 18337 members 
Mstep: Class 27 contains 11581 members 
Mstep: Class 28 contains 10160 members 
Mstep: Class 29 contains 10104 members 
Mstep: Class 30 contains 25670 members 
Mstep: Class 31 contains 8720 members 
Mstep: Class 32 contains 5691 members 
Mstep: Class 33 contains 9055 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701712.000000 Penalty: 120826.726562
Iteration 285Q: 35 clusters Score -1.577017e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134507 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230353 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29635 members 
Mstep: Class 6 contains 310046 members 
Mstep: Class 7 contains 97828 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19973 members 
Mstep: Class 10 contains 8414 members 
Mstep: Class 11 contains 225094 members 
Mstep: Class 12 contains 65392 members 
Mstep: Class 13 contains 21672 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220568 members 
Mstep: Class 16 contains 8375 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 5181 members 
Mstep: Class 21 contains 8422 members 
Mstep: Class 22 contains 102698 members 
Mstep: Class 23 contains 5517 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5830 members 
Mstep: Class 26 contains 18337 members 
Mstep: Class 27 contains 11583 members 
Mstep: Class 28 contains 10163 members 
Mstep: Class 29 contains 10100 members 
Mstep: Class 30 contains 25670 members 
Mstep: Class 31 contains 8715 members 
Mstep: Class 32 contains 5699 members 
Mstep: Class 33 contains 9053 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701776.000000 Penalty: 120826.726562
Iteration 286Q: 35 clusters Score -1.577018e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134508 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230354 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29635 members 
Mstep: Class 6 contains 310040 members 
Mstep: Class 7 contains 97832 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19950 members 
Mstep: Class 10 contains 8414 members 
Mstep: Class 11 contains 225094 members 
Mstep: Class 12 contains 65392 members 
Mstep: Class 13 contains 21676 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220568 members 
Mstep: Class 16 contains 8379 members 
Mstep: Class 17 contains 9234 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 5181 members 
Mstep: Class 21 contains 8427 members 
Mstep: Class 22 contains 102697 members 
Mstep: Class 23 contains 5517 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5830 members 
Mstep: Class 26 contains 18336 members 
Mstep: Class 27 contains 11584 members 
Mstep: Class 28 contains 10164 members 
Mstep: Class 29 contains 10100 members 
Mstep: Class 30 contains 25670 members 
Mstep: Class 31 contains 8716 members 
Mstep: Class 32 contains 5701 members 
Mstep: Class 33 contains 9057 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701920.000000 Penalty: 120826.726562
Iteration 287Q: 35 clusters Score -1.577019e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134508 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230355 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29636 members 
Mstep: Class 6 contains 310040 members 
Mstep: Class 7 contains 97831 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19929 members 
Mstep: Class 10 contains 8414 members 
Mstep: Class 11 contains 225093 members 
Mstep: Class 12 contains 65393 members 
Mstep: Class 13 contains 21675 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220569 members 
Mstep: Class 16 contains 8382 members 
Mstep: Class 17 contains 9238 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 5181 members 
Mstep: Class 21 contains 8427 members 
Mstep: Class 22 contains 102696 members 
Mstep: Class 23 contains 5518 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5830 members 
Mstep: Class 26 contains 18336 members 
Mstep: Class 27 contains 11586 members 
Mstep: Class 28 contains 10167 members 
Mstep: Class 29 contains 10101 members 
Mstep: Class 30 contains 25670 members 
Mstep: Class 31 contains 8715 members 
Mstep: Class 32 contains 5702 members 
Mstep: Class 33 contains 9064 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701856.000000 Penalty: 120826.726562
Iteration 288Q: 35 clusters Score -1.577019e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134507 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230355 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29632 members 
Mstep: Class 6 contains 310036 members 
Mstep: Class 7 contains 97839 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19906 members 
Mstep: Class 10 contains 8414 members 
Mstep: Class 11 contains 225091 members 
Mstep: Class 12 contains 65392 members 
Mstep: Class 13 contains 21675 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220572 members 
Mstep: Class 16 contains 8384 members 
Mstep: Class 17 contains 9241 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5405 members 
Mstep: Class 20 contains 5181 members 
Mstep: Class 21 contains 8428 members 
Mstep: Class 22 contains 102697 members 
Mstep: Class 23 contains 5520 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 18336 members 
Mstep: Class 27 contains 11591 members 
Mstep: Class 28 contains 10169 members 
Mstep: Class 29 contains 10100 members 
Mstep: Class 30 contains 25670 members 
Mstep: Class 31 contains 8712 members 
Mstep: Class 32 contains 5706 members 
Mstep: Class 33 contains 9072 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701840.000000 Penalty: 120826.726562
Iteration 289Q: 35 clusters Score -1.577018e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134507 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230355 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29628 members 
Mstep: Class 6 contains 310034 members 
Mstep: Class 7 contains 97842 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19857 members 
Mstep: Class 10 contains 8414 members 
Mstep: Class 11 contains 225090 members 
Mstep: Class 12 contains 65393 members 
Mstep: Class 13 contains 21677 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220579 members 
Mstep: Class 16 contains 8388 members 
Mstep: Class 17 contains 9244 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 5181 members 
Mstep: Class 21 contains 8430 members 
Mstep: Class 22 contains 102697 members 
Mstep: Class 23 contains 5521 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5830 members 
Mstep: Class 26 contains 18336 members 
Mstep: Class 27 contains 11593 members 
Mstep: Class 28 contains 10178 members 
Mstep: Class 29 contains 10098 members 
Mstep: Class 30 contains 25670 members 
Mstep: Class 31 contains 8709 members 
Mstep: Class 32 contains 5714 members 
Mstep: Class 33 contains 9091 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701792.000000 Penalty: 120826.726562
Iteration 290Q: 35 clusters Score -1.577018e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134507 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230355 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29628 members 
Mstep: Class 6 contains 310028 members 
Mstep: Class 7 contains 97843 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19821 members 
Mstep: Class 10 contains 8414 members 
Mstep: Class 11 contains 225088 members 
Mstep: Class 12 contains 65396 members 
Mstep: Class 13 contains 21678 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220579 members 
Mstep: Class 16 contains 8393 members 
Mstep: Class 17 contains 9245 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5405 members 
Mstep: Class 20 contains 5180 members 
Mstep: Class 21 contains 8433 members 
Mstep: Class 22 contains 102697 members 
Mstep: Class 23 contains 5523 members 
Mstep: Class 24 contains 13794 members 
Mstep: Class 25 contains 5828 members 
Mstep: Class 26 contains 18336 members 
Mstep: Class 27 contains 11596 members 
Mstep: Class 28 contains 10185 members 
Mstep: Class 29 contains 10099 members 
Mstep: Class 30 contains 25670 members 
Mstep: Class 31 contains 8709 members 
Mstep: Class 32 contains 5721 members 
Mstep: Class 33 contains 9107 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701856.000000 Penalty: 120826.726562
Iteration 291Q: 35 clusters Score -1.577019e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134506 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230355 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29629 members 
Mstep: Class 6 contains 310018 members 
Mstep: Class 7 contains 97843 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19800 members 
Mstep: Class 10 contains 8414 members 
Mstep: Class 11 contains 225085 members 
Mstep: Class 12 contains 65397 members 
Mstep: Class 13 contains 21681 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220577 members 
Mstep: Class 16 contains 8398 members 
Mstep: Class 17 contains 9245 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5404 members 
Mstep: Class 20 contains 5180 members 
Mstep: Class 21 contains 8439 members 
Mstep: Class 22 contains 102696 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 13794 members 
Mstep: Class 25 contains 5828 members 
Mstep: Class 26 contains 18335 members 
Mstep: Class 27 contains 11598 members 
Mstep: Class 28 contains 10190 members 
Mstep: Class 29 contains 10098 members 
Mstep: Class 30 contains 25670 members 
Mstep: Class 31 contains 8709 members 
Mstep: Class 32 contains 5730 members 
Mstep: Class 33 contains 9114 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701856.000000 Penalty: 120826.726562
Iteration 292Q: 35 clusters Score -1.577019e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134507 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230355 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29627 members 
Mstep: Class 6 contains 310012 members 
Mstep: Class 7 contains 97841 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19774 members 
Mstep: Class 10 contains 8414 members 
Mstep: Class 11 contains 225076 members 
Mstep: Class 12 contains 65398 members 
Mstep: Class 13 contains 21682 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220575 members 
Mstep: Class 16 contains 8404 members 
Mstep: Class 17 contains 9247 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5405 members 
Mstep: Class 20 contains 5182 members 
Mstep: Class 21 contains 8452 members 
Mstep: Class 22 contains 102696 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5827 members 
Mstep: Class 26 contains 18334 members 
Mstep: Class 27 contains 11601 members 
Mstep: Class 28 contains 10191 members 
Mstep: Class 29 contains 10096 members 
Mstep: Class 30 contains 25670 members 
Mstep: Class 31 contains 8705 members 
Mstep: Class 32 contains 5740 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701904.000000 Penalty: 120826.726562
Iteration 293Q: 35 clusters Score -1.577019e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134506 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230355 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29626 members 
Mstep: Class 6 contains 310003 members 
Mstep: Class 7 contains 97842 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19763 members 
Mstep: Class 10 contains 8414 members 
Mstep: Class 11 contains 225074 members 
Mstep: Class 12 contains 65397 members 
Mstep: Class 13 contains 21684 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220573 members 
Mstep: Class 16 contains 8407 members 
Mstep: Class 17 contains 9250 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5404 members 
Mstep: Class 20 contains 5184 members 
Mstep: Class 21 contains 8460 members 
Mstep: Class 22 contains 102696 members 
Mstep: Class 23 contains 5529 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5826 members 
Mstep: Class 26 contains 18333 members 
Mstep: Class 27 contains 11602 members 
Mstep: Class 28 contains 10191 members 
Mstep: Class 29 contains 10092 members 
Mstep: Class 30 contains 25671 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 5747 members 
Mstep: Class 33 contains 9128 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701968.000000 Penalty: 120826.726562
Iteration 294Q: 35 clusters Score -1.57702e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134505 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230355 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29627 members 
Mstep: Class 6 contains 309990 members 
Mstep: Class 7 contains 97842 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19736 members 
Mstep: Class 10 contains 8414 members 
Mstep: Class 11 contains 225074 members 
Mstep: Class 12 contains 65397 members 
Mstep: Class 13 contains 21686 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220570 members 
Mstep: Class 16 contains 8411 members 
Mstep: Class 17 contains 9252 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5405 members 
Mstep: Class 20 contains 5186 members 
Mstep: Class 21 contains 8472 members 
Mstep: Class 22 contains 102696 members 
Mstep: Class 23 contains 5535 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 18334 members 
Mstep: Class 27 contains 11604 members 
Mstep: Class 28 contains 10188 members 
Mstep: Class 29 contains 10090 members 
Mstep: Class 30 contains 25672 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 5760 members 
Mstep: Class 33 contains 9134 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702016.000000 Penalty: 120826.726562
Iteration 295Q: 35 clusters Score -1.57702e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134504 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230354 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29628 members 
Mstep: Class 6 contains 309974 members 
Mstep: Class 7 contains 97845 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19712 members 
Mstep: Class 10 contains 8414 members 
Mstep: Class 11 contains 225072 members 
Mstep: Class 12 contains 65397 members 
Mstep: Class 13 contains 21692 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220568 members 
Mstep: Class 16 contains 8418 members 
Mstep: Class 17 contains 9254 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5405 members 
Mstep: Class 20 contains 5188 members 
Mstep: Class 21 contains 8484 members 
Mstep: Class 22 contains 102695 members 
Mstep: Class 23 contains 5538 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5824 members 
Mstep: Class 26 contains 18334 members 
Mstep: Class 27 contains 11604 members 
Mstep: Class 28 contains 10188 members 
Mstep: Class 29 contains 10089 members 
Mstep: Class 30 contains 25672 members 
Mstep: Class 31 contains 8700 members 
Mstep: Class 32 contains 5767 members 
Mstep: Class 33 contains 9139 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701968.000000 Penalty: 120826.726562
Iteration 296Q: 35 clusters Score -1.57702e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134504 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230354 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29626 members 
Mstep: Class 6 contains 309974 members 
Mstep: Class 7 contains 97846 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19677 members 
Mstep: Class 10 contains 8414 members 
Mstep: Class 11 contains 225072 members 
Mstep: Class 12 contains 65397 members 
Mstep: Class 13 contains 21696 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220566 members 
Mstep: Class 16 contains 8421 members 
Mstep: Class 17 contains 9254 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5405 members 
Mstep: Class 20 contains 5193 members 
Mstep: Class 21 contains 8490 members 
Mstep: Class 22 contains 102695 members 
Mstep: Class 23 contains 5543 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5823 members 
Mstep: Class 26 contains 18333 members 
Mstep: Class 27 contains 11606 members 
Mstep: Class 28 contains 10189 members 
Mstep: Class 29 contains 10088 members 
Mstep: Class 30 contains 25672 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 5779 members 
Mstep: Class 33 contains 9143 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701952.000000 Penalty: 120826.726562
Iteration 297Q: 35 clusters Score -1.57702e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134504 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230354 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29623 members 
Mstep: Class 6 contains 309974 members 
Mstep: Class 7 contains 97851 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19652 members 
Mstep: Class 10 contains 8415 members 
Mstep: Class 11 contains 225069 members 
Mstep: Class 12 contains 65398 members 
Mstep: Class 13 contains 21691 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220569 members 
Mstep: Class 16 contains 8426 members 
Mstep: Class 17 contains 9254 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 5195 members 
Mstep: Class 21 contains 8497 members 
Mstep: Class 22 contains 102695 members 
Mstep: Class 23 contains 5542 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5822 members 
Mstep: Class 26 contains 18333 members 
Mstep: Class 27 contains 11608 members 
Mstep: Class 28 contains 10191 members 
Mstep: Class 29 contains 10088 members 
Mstep: Class 30 contains 25672 members 
Mstep: Class 31 contains 8695 members 
Mstep: Class 32 contains 5788 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701872.000000 Penalty: 120826.726562
Iteration 298Q: 35 clusters Score -1.577019e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134501 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230354 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29619 members 
Mstep: Class 6 contains 309976 members 
Mstep: Class 7 contains 97850 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19623 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 225069 members 
Mstep: Class 12 contains 65398 members 
Mstep: Class 13 contains 21693 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220569 members 
Mstep: Class 16 contains 8430 members 
Mstep: Class 17 contains 9253 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 5197 members 
Mstep: Class 21 contains 8508 members 
Mstep: Class 22 contains 102695 members 
Mstep: Class 23 contains 5545 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5821 members 
Mstep: Class 26 contains 18333 members 
Mstep: Class 27 contains 11610 members 
Mstep: Class 28 contains 10191 members 
Mstep: Class 29 contains 10087 members 
Mstep: Class 30 contains 25671 members 
Mstep: Class 31 contains 8695 members 
Mstep: Class 32 contains 5801 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702016.000000 Penalty: 120826.726562
Iteration 299Q: 35 clusters Score -1.57702e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134500 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230355 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29616 members 
Mstep: Class 6 contains 309962 members 
Mstep: Class 7 contains 97844 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19605 members 
Mstep: Class 10 contains 8415 members 
Mstep: Class 11 contains 225070 members 
Mstep: Class 12 contains 65398 members 
Mstep: Class 13 contains 21686 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220579 members 
Mstep: Class 16 contains 8434 members 
Mstep: Class 17 contains 9254 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 5196 members 
Mstep: Class 21 contains 8522 members 
Mstep: Class 22 contains 102694 members 
Mstep: Class 23 contains 5545 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5823 members 
Mstep: Class 26 contains 18333 members 
Mstep: Class 27 contains 11615 members 
Mstep: Class 28 contains 10191 members 
Mstep: Class 29 contains 10088 members 
Mstep: Class 30 contains 25669 members 
Mstep: Class 31 contains 8690 members 
Mstep: Class 32 contains 5822 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702192.000000 Penalty: 120826.726562
Iteration 300F: 35 clusters Score -1.577022e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134500 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230356 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29611 members 
Mstep: Class 6 contains 309954 members 
Mstep: Class 7 contains 97843 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19578 members 
Mstep: Class 10 contains 8415 members 
Mstep: Class 11 contains 225069 members 
Mstep: Class 12 contains 65397 members 
Mstep: Class 13 contains 21685 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220571 members 
Mstep: Class 16 contains 8438 members 
Mstep: Class 17 contains 9256 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5408 members 
Mstep: Class 20 contains 5200 members 
Mstep: Class 21 contains 8540 members 
Mstep: Class 22 contains 102693 members 
Mstep: Class 23 contains 5548 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5823 members 
Mstep: Class 26 contains 18334 members 
Mstep: Class 27 contains 11619 members 
Mstep: Class 28 contains 10193 members 
Mstep: Class 29 contains 10088 members 
Mstep: Class 30 contains 25666 members 
Mstep: Class 31 contains 8689 members 
Mstep: Class 32 contains 5842 members 
Mstep: Class 33 contains 9144 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702352.000000 Penalty: 120826.726562
Iteration 301Q: 35 clusters Score -1.577024e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134500 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 230356 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29611 members 
Mstep: Class 6 contains 309944 members 
Mstep: Class 7 contains 97841 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19538 members 
Mstep: Class 10 contains 8415 members 
Mstep: Class 11 contains 225066 members 
Mstep: Class 12 contains 65397 members 
Mstep: Class 13 contains 21686 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220576 members 
Mstep: Class 16 contains 8444 members 
Mstep: Class 17 contains 9255 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5408 members 
Mstep: Class 20 contains 5205 members 
Mstep: Class 21 contains 8555 members 
Mstep: Class 22 contains 102691 members 
Mstep: Class 23 contains 5552 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5823 members 
Mstep: Class 26 contains 18333 members 
Mstep: Class 27 contains 11627 members 
Mstep: Class 28 contains 10192 members 
Mstep: Class 29 contains 10086 members 
Mstep: Class 30 contains 25666 members 
Mstep: Class 31 contains 8691 members 
Mstep: Class 32 contains 5861 members 
Mstep: Class 33 contains 9140 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702256.000000 Penalty: 120826.726562
Iteration 302Q: 35 clusters Score -1.577023e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134497 members 
Mstep: Class 2 contains 10320 members 
Mstep: Class 3 contains 230356 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29611 members 
Mstep: Class 6 contains 309933 members 
Mstep: Class 7 contains 97842 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19514 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 225061 members 
Mstep: Class 12 contains 65397 members 
Mstep: Class 13 contains 21685 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220573 members 
Mstep: Class 16 contains 8448 members 
Mstep: Class 17 contains 9256 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5409 members 
Mstep: Class 20 contains 5207 members 
Mstep: Class 21 contains 8566 members 
Mstep: Class 22 contains 102688 members 
Mstep: Class 23 contains 5556 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5822 members 
Mstep: Class 26 contains 18334 members 
Mstep: Class 27 contains 11631 members 
Mstep: Class 28 contains 10191 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 25669 members 
Mstep: Class 31 contains 8691 members 
Mstep: Class 32 contains 5883 members 
Mstep: Class 33 contains 9140 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702448.000000 Penalty: 120826.726562
Iteration 303Q: 35 clusters Score -1.577024e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134494 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 230356 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29612 members 
Mstep: Class 6 contains 309922 members 
Mstep: Class 7 contains 97844 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19481 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 225059 members 
Mstep: Class 12 contains 65397 members 
Mstep: Class 13 contains 21685 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220572 members 
Mstep: Class 16 contains 8452 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5408 members 
Mstep: Class 20 contains 5207 members 
Mstep: Class 21 contains 8585 members 
Mstep: Class 22 contains 102687 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 18333 members 
Mstep: Class 27 contains 11639 members 
Mstep: Class 28 contains 10192 members 
Mstep: Class 29 contains 10076 members 
Mstep: Class 30 contains 25671 members 
Mstep: Class 31 contains 8691 members 
Mstep: Class 32 contains 5900 members 
Mstep: Class 33 contains 9139 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702320.000000 Penalty: 120826.726562
Iteration 304Q: 35 clusters Score -1.577023e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134490 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29608 members 
Mstep: Class 6 contains 309916 members 
Mstep: Class 7 contains 97843 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19464 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 225058 members 
Mstep: Class 12 contains 65397 members 
Mstep: Class 13 contains 21683 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220561 members 
Mstep: Class 16 contains 8454 members 
Mstep: Class 17 contains 9262 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5409 members 
Mstep: Class 20 contains 5208 members 
Mstep: Class 21 contains 8605 members 
Mstep: Class 22 contains 102687 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5827 members 
Mstep: Class 26 contains 18332 members 
Mstep: Class 27 contains 11645 members 
Mstep: Class 28 contains 10194 members 
Mstep: Class 29 contains 10070 members 
Mstep: Class 30 contains 25671 members 
Mstep: Class 31 contains 8692 members 
Mstep: Class 32 contains 5910 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702480.000000 Penalty: 120826.726562
Iteration 305Q: 35 clusters Score -1.577025e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134488 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230359 members 
Mstep: Class 4 contains 12652 members 
Mstep: Class 5 contains 29605 members 
Mstep: Class 6 contains 309901 members 
Mstep: Class 7 contains 97844 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19442 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 225056 members 
Mstep: Class 12 contains 65397 members 
Mstep: Class 13 contains 21686 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220559 members 
Mstep: Class 16 contains 8459 members 
Mstep: Class 17 contains 9262 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5409 members 
Mstep: Class 20 contains 5209 members 
Mstep: Class 21 contains 8623 members 
Mstep: Class 22 contains 102687 members 
Mstep: Class 23 contains 5569 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5828 members 
Mstep: Class 26 contains 18331 members 
Mstep: Class 27 contains 11646 members 
Mstep: Class 28 contains 10193 members 
Mstep: Class 29 contains 10067 members 
Mstep: Class 30 contains 25672 members 
Mstep: Class 31 contains 8693 members 
Mstep: Class 32 contains 5915 members 
Mstep: Class 33 contains 9138 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702272.000000 Penalty: 120826.726562
Iteration 306Q: 35 clusters Score -1.577023e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134483 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230360 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29605 members 
Mstep: Class 6 contains 309894 members 
Mstep: Class 7 contains 97843 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19400 members 
Mstep: Class 10 contains 8417 members 
Mstep: Class 11 contains 225055 members 
Mstep: Class 12 contains 65396 members 
Mstep: Class 13 contains 21690 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220555 members 
Mstep: Class 16 contains 8463 members 
Mstep: Class 17 contains 9264 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5411 members 
Mstep: Class 20 contains 5210 members 
Mstep: Class 21 contains 8645 members 
Mstep: Class 22 contains 102687 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5831 members 
Mstep: Class 26 contains 18331 members 
Mstep: Class 27 contains 11652 members 
Mstep: Class 28 contains 10193 members 
Mstep: Class 29 contains 10062 members 
Mstep: Class 30 contains 25673 members 
Mstep: Class 31 contains 8694 members 
Mstep: Class 32 contains 5927 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702192.000000 Penalty: 120826.726562
Iteration 307Q: 35 clusters Score -1.577022e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134484 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230360 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29603 members 
Mstep: Class 6 contains 309891 members 
Mstep: Class 7 contains 97842 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19362 members 
Mstep: Class 10 contains 8417 members 
Mstep: Class 11 contains 225053 members 
Mstep: Class 12 contains 65396 members 
Mstep: Class 13 contains 21698 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220558 members 
Mstep: Class 16 contains 8470 members 
Mstep: Class 17 contains 9265 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5408 members 
Mstep: Class 20 contains 5210 members 
Mstep: Class 21 contains 8659 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5580 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5834 members 
Mstep: Class 26 contains 18330 members 
Mstep: Class 27 contains 11654 members 
Mstep: Class 28 contains 10195 members 
Mstep: Class 29 contains 10058 members 
Mstep: Class 30 contains 25674 members 
Mstep: Class 31 contains 8694 members 
Mstep: Class 32 contains 5936 members 
Mstep: Class 33 contains 9135 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702384.000000 Penalty: 120826.726562
Iteration 308Q: 35 clusters Score -1.577024e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134485 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 230361 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29596 members 
Mstep: Class 6 contains 309879 members 
Mstep: Class 7 contains 97843 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19344 members 
Mstep: Class 10 contains 8417 members 
Mstep: Class 11 contains 225053 members 
Mstep: Class 12 contains 65396 members 
Mstep: Class 13 contains 21696 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220554 members 
Mstep: Class 16 contains 8476 members 
Mstep: Class 17 contains 9267 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5408 members 
Mstep: Class 20 contains 5212 members 
Mstep: Class 21 contains 8669 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5835 members 
Mstep: Class 26 contains 18331 members 
Mstep: Class 27 contains 11660 members 
Mstep: Class 28 contains 10204 members 
Mstep: Class 29 contains 10051 members 
Mstep: Class 30 contains 25675 members 
Mstep: Class 31 contains 8695 members 
Mstep: Class 32 contains 5945 members 
Mstep: Class 33 contains 9132 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702480.000000 Penalty: 120826.726562
Iteration 309Q: 35 clusters Score -1.577025e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134486 members 
Mstep: Class 2 contains 10322 members 
Mstep: Class 3 contains 230362 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29593 members 
Mstep: Class 6 contains 309873 members 
Mstep: Class 7 contains 97840 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19321 members 
Mstep: Class 10 contains 8419 members 
Mstep: Class 11 contains 225053 members 
Mstep: Class 12 contains 65396 members 
Mstep: Class 13 contains 21697 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220550 members 
Mstep: Class 16 contains 8479 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5410 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 8681 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5836 members 
Mstep: Class 26 contains 18332 members 
Mstep: Class 27 contains 11665 members 
Mstep: Class 28 contains 10206 members 
Mstep: Class 29 contains 10045 members 
Mstep: Class 30 contains 25674 members 
Mstep: Class 31 contains 8695 members 
Mstep: Class 32 contains 5955 members 
Mstep: Class 33 contains 9130 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702416.000000 Penalty: 120826.726562
Iteration 310Q: 35 clusters Score -1.577024e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134486 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230361 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29589 members 
Mstep: Class 6 contains 309867 members 
Mstep: Class 7 contains 97839 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19294 members 
Mstep: Class 10 contains 8422 members 
Mstep: Class 11 contains 225050 members 
Mstep: Class 12 contains 65396 members 
Mstep: Class 13 contains 21700 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 220552 members 
Mstep: Class 16 contains 8481 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5412 members 
Mstep: Class 20 contains 5216 members 
Mstep: Class 21 contains 8688 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5837 members 
Mstep: Class 26 contains 18331 members 
Mstep: Class 27 contains 11668 members 
Mstep: Class 28 contains 10199 members 
Mstep: Class 29 contains 10035 members 
Mstep: Class 30 contains 25674 members 
Mstep: Class 31 contains 8697 members 
Mstep: Class 32 contains 5977 members 
Mstep: Class 33 contains 9128 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702560.000000 Penalty: 120826.726562
Iteration 311Q: 35 clusters Score -1.577026e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134485 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230359 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29583 members 
Mstep: Class 6 contains 309867 members 
Mstep: Class 7 contains 97843 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19282 members 
Mstep: Class 10 contains 8427 members 
Mstep: Class 11 contains 225047 members 
Mstep: Class 12 contains 65397 members 
Mstep: Class 13 contains 21700 members 
Mstep: Class 14 contains 8645 members 
Mstep: Class 15 contains 220546 members 
Mstep: Class 16 contains 8484 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5412 members 
Mstep: Class 20 contains 5215 members 
Mstep: Class 21 contains 8697 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5839 members 
Mstep: Class 26 contains 18332 members 
Mstep: Class 27 contains 11674 members 
Mstep: Class 28 contains 10198 members 
Mstep: Class 29 contains 10021 members 
Mstep: Class 30 contains 25672 members 
Mstep: Class 31 contains 8698 members 
Mstep: Class 32 contains 5985 members 
Mstep: Class 33 contains 9129 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702496.000000 Penalty: 120826.726562
Iteration 312Q: 35 clusters Score -1.577025e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134486 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230355 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29579 members 
Mstep: Class 6 contains 309868 members 
Mstep: Class 7 contains 97845 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19270 members 
Mstep: Class 10 contains 8431 members 
Mstep: Class 11 contains 225047 members 
Mstep: Class 12 contains 65397 members 
Mstep: Class 13 contains 21703 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 220551 members 
Mstep: Class 16 contains 8491 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5413 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 8707 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 13798 members 
Mstep: Class 25 contains 5841 members 
Mstep: Class 26 contains 18331 members 
Mstep: Class 27 contains 11677 members 
Mstep: Class 28 contains 10196 members 
Mstep: Class 29 contains 10002 members 
Mstep: Class 30 contains 25672 members 
Mstep: Class 31 contains 8698 members 
Mstep: Class 32 contains 5989 members 
Mstep: Class 33 contains 9127 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702384.000000 Penalty: 120826.726562
Iteration 313Q: 35 clusters Score -1.577024e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134486 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230355 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29567 members 
Mstep: Class 6 contains 309878 members 
Mstep: Class 7 contains 97845 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19246 members 
Mstep: Class 10 contains 8436 members 
Mstep: Class 11 contains 225050 members 
Mstep: Class 12 contains 65397 members 
Mstep: Class 13 contains 21705 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 220556 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 9276 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5413 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 8715 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 13799 members 
Mstep: Class 25 contains 5841 members 
Mstep: Class 26 contains 18331 members 
Mstep: Class 27 contains 11680 members 
Mstep: Class 28 contains 10196 members 
Mstep: Class 29 contains 9979 members 
Mstep: Class 30 contains 25672 members 
Mstep: Class 31 contains 8696 members 
Mstep: Class 32 contains 6000 members 
Mstep: Class 33 contains 9131 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702544.000000 Penalty: 120826.726562
Iteration 314Q: 35 clusters Score -1.577025e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134488 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230355 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29561 members 
Mstep: Class 6 contains 309874 members 
Mstep: Class 7 contains 97845 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19216 members 
Mstep: Class 10 contains 8439 members 
Mstep: Class 11 contains 225052 members 
Mstep: Class 12 contains 65398 members 
Mstep: Class 13 contains 21708 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 220559 members 
Mstep: Class 16 contains 8499 members 
Mstep: Class 17 contains 9281 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5413 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 8727 members 
Mstep: Class 22 contains 102685 members 
Mstep: Class 23 contains 5608 members 
Mstep: Class 24 contains 13798 members 
Mstep: Class 25 contains 5844 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11683 members 
Mstep: Class 28 contains 10197 members 
Mstep: Class 29 contains 9961 members 
Mstep: Class 30 contains 25672 members 
Mstep: Class 31 contains 8696 members 
Mstep: Class 32 contains 6010 members 
Mstep: Class 33 contains 9131 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702480.000000 Penalty: 120826.726562
Iteration 315Q: 35 clusters Score -1.577025e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134488 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29556 members 
Mstep: Class 6 contains 309871 members 
Mstep: Class 7 contains 97847 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19196 members 
Mstep: Class 10 contains 8441 members 
Mstep: Class 11 contains 225050 members 
Mstep: Class 12 contains 65399 members 
Mstep: Class 13 contains 21714 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 220556 members 
Mstep: Class 16 contains 8503 members 
Mstep: Class 17 contains 9284 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5414 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 8738 members 
Mstep: Class 22 contains 102685 members 
Mstep: Class 23 contains 5613 members 
Mstep: Class 24 contains 13798 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11685 members 
Mstep: Class 28 contains 10195 members 
Mstep: Class 29 contains 9944 members 
Mstep: Class 30 contains 25672 members 
Mstep: Class 31 contains 8699 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 9132 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702544.000000 Penalty: 120826.726562
Iteration 316Q: 35 clusters Score -1.577025e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134488 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230359 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29547 members 
Mstep: Class 6 contains 309849 members 
Mstep: Class 7 contains 97847 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19181 members 
Mstep: Class 10 contains 8445 members 
Mstep: Class 11 contains 225051 members 
Mstep: Class 12 contains 65399 members 
Mstep: Class 13 contains 21720 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 220562 members 
Mstep: Class 16 contains 8507 members 
Mstep: Class 17 contains 9288 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5415 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5621 members 
Mstep: Class 24 contains 13798 members 
Mstep: Class 25 contains 5844 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11689 members 
Mstep: Class 28 contains 10196 members 
Mstep: Class 29 contains 9931 members 
Mstep: Class 30 contains 25672 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 6024 members 
Mstep: Class 33 contains 9132 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702544.000000 Penalty: 120826.726562
Iteration 317Q: 35 clusters Score -1.577025e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134489 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29546 members 
Mstep: Class 6 contains 309837 members 
Mstep: Class 7 contains 97848 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19168 members 
Mstep: Class 10 contains 8448 members 
Mstep: Class 11 contains 225052 members 
Mstep: Class 12 contains 65397 members 
Mstep: Class 13 contains 21722 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 220558 members 
Mstep: Class 16 contains 8513 members 
Mstep: Class 17 contains 9290 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5415 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 8747 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5633 members 
Mstep: Class 24 contains 13798 members 
Mstep: Class 25 contains 5843 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11690 members 
Mstep: Class 28 contains 10200 members 
Mstep: Class 29 contains 9915 members 
Mstep: Class 30 contains 25672 members 
Mstep: Class 31 contains 8706 members 
Mstep: Class 32 contains 6027 members 
Mstep: Class 33 contains 9141 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702592.000000 Penalty: 120826.726562
Iteration 318Q: 35 clusters Score -1.577026e+08 nChanged 160
Entering ConstructFrom: 
Score: -157702592.000000 Penalty: 120826.726562
Entering ConstructFrom: 
Trying to split cluster 1 (134490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134490 members 
Entering Unmasked Estep 
Score: -13032840.000000 Penalty: 2928.692871
	Iteration 0F: 2 clusters Score -1.303284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -12942752.000000 Penalty: 5857.385742
	Iteration 0F: 3 clusters Score -1.294275e+07 nChanged 64077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72251 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
Score: -12980222.000000 Penalty: 5857.385742
	Iteration 1F: 3 clusters Score -1.298022e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75340 members 
Mstep: Class 2 contains 59150 members 
Entering Unmasked Estep 
Score: -12981771.000000 Penalty: 5857.385742
	Iteration 2Q: 3 clusters Score -1.298177e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80027 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -12984388.000000 Penalty: 5857.385742
	Iteration 3Q: 3 clusters Score -1.298439e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86850 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -12988756.000000 Penalty: 5857.385742
	Iteration 4F: 3 clusters Score -1.298876e+07 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96043 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -12995595.000000 Penalty: 5857.385742
	Iteration 5F: 3 clusters Score -1.29956e+07 nChanged 11017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106934 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -13005087.000000 Penalty: 5857.385742
	Iteration 6F: 3 clusters Score -1.300509e+07 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117382 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -13014920.000000 Penalty: 5857.385742
	Iteration 7F: 3 clusters Score -1.301492e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125308 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -13022509.000000 Penalty: 5857.385742
	Iteration 8F: 3 clusters Score -1.302251e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129915 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -13026612.000000 Penalty: 5857.385742
	Iteration 9Q: 3 clusters Score -1.302661e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132151 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -13028586.000000 Penalty: 5857.385742
	Iteration 10Q: 3 clusters Score -1.302859e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133156 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -13029485.000000 Penalty: 5857.385742
	Iteration 11Q: 3 clusters Score -1.302948e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133552 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -13029847.000000 Penalty: 5857.385742
	Iteration 12Q: 3 clusters Score -1.302985e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133722 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -13030019.000000 Penalty: 5857.385742
	Iteration 13Q: 3 clusters Score -1.303002e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133817 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -13030163.000000 Penalty: 5857.385742
	Iteration 14Q: 3 clusters Score -1.303016e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133876 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -13030244.000000 Penalty: 5857.385742
	Iteration 15Q: 3 clusters Score -1.303024e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133910 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -13030296.000000 Penalty: 5857.385742
	Iteration 16Q: 3 clusters Score -1.30303e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133934 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -13030338.000000 Penalty: 5857.385742
	Iteration 17Q: 3 clusters Score -1.303034e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133940 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -13030345.000000 Penalty: 5857.385742
	Iteration 18Q: 3 clusters Score -1.303034e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133953 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -13030396.000000 Penalty: 5857.385742
	Iteration 19Q: 3 clusters Score -1.30304e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133960 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -13030423.000000 Penalty: 5857.385742
	Iteration 20F: 3 clusters Score -1.303042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133955 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -13030427.000000 Penalty: 5857.385742
	Iteration 21Q: 3 clusters Score -1.303043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133957 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -13030437.000000 Penalty: 5857.385742
	Iteration 22Q: 3 clusters Score -1.303044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133955 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -13030444.000000 Penalty: 5857.385742
	Iteration 23Q: 3 clusters Score -1.303044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133953 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -13030448.000000 Penalty: 5857.385742
	Iteration 24Q: 3 clusters Score -1.303045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133955 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -13030463.000000 Penalty: 5857.385742
	Iteration 25Q: 3 clusters Score -1.303046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133957 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -13030460.000000 Penalty: 5857.385742
	Iteration 26Q: 3 clusters Score -1.303046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133960 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -13030465.000000 Penalty: 5857.385742
	Iteration 27Q: 3 clusters Score -1.303046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133960 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -13030473.000000 Penalty: 5857.385742
	Iteration 28Q: 3 clusters Score -1.303047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133960 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -13030475.000000 Penalty: 5857.385742
	Iteration 29Q: 3 clusters Score -1.303048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133960 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -13030481.000000 Penalty: 5857.385742
	Iteration 30Q: 3 clusters Score -1.303048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133959 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -13030477.000000 Penalty: 5857.385742
	Iteration 31Q: 3 clusters Score -1.303048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133960 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -13030484.000000 Penalty: 5857.385742
	Iteration 32Q: 3 clusters Score -1.303048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133961 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -13030474.000000 Penalty: 5857.385742
	Iteration 33Q: 3 clusters Score -1.303047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133961 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -13030474.000000 Penalty: 5857.385742
	Iteration 34F: 3 clusters Score -1.303047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Entering Unmasked Estep 
Score: -1018292.562500 Penalty: 2292.096436
	Iteration 0F: 2 clusters Score -1018293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1010405.250000 Penalty: 4584.192871
	Iteration 0F: 3 clusters Score -1010405 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1012842.687500 Penalty: 4584.192871
	Iteration 1F: 3 clusters Score -1012843 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1013118.750000 Penalty: 4584.192871
	Iteration 2F: 3 clusters Score -1013119 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1013324.750000 Penalty: 4584.192871
	Iteration 3Q: 3 clusters Score -1013325 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1013500.500000 Penalty: 4584.192871
	Iteration 4Q: 3 clusters Score -1013500 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1013640.750000 Penalty: 4584.192871
	Iteration 5Q: 3 clusters Score -1013641 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1013777.875000 Penalty: 4584.192871
	Iteration 6Q: 3 clusters Score -1013778 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1013901.875000 Penalty: 4584.192871
	Iteration 7Q: 3 clusters Score -1013902 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1014027.812500 Penalty: 4584.192871
	Iteration 8Q: 3 clusters Score -1014028 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1014159.312500 Penalty: 4584.192871
	Iteration 9Q: 3 clusters Score -1014159 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1014332.187500 Penalty: 4584.192871
	Iteration 10Q: 3 clusters Score -1014332 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1014503.625000 Penalty: 4584.192871
	Iteration 11Q: 3 clusters Score -1014504 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1014697.625000 Penalty: 4584.192871
	Iteration 12Q: 3 clusters Score -1014698 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1014901.375000 Penalty: 4584.192871
	Iteration 13Q: 3 clusters Score -1014901 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1015132.500000 Penalty: 4584.192871
	Iteration 14Q: 3 clusters Score -1015132 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1015307.875000 Penalty: 4584.192871
	Iteration 15Q: 3 clusters Score -1015308 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1015453.000000 Penalty: 4584.192871
	Iteration 16Q: 3 clusters Score -1015453 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1015573.125000 Penalty: 4584.192871
	Iteration 17Q: 3 clusters Score -1015573 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1015683.562500 Penalty: 4584.192871
	Iteration 18Q: 3 clusters Score -1015684 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1015769.750000 Penalty: 4584.192871
	Iteration 19Q: 3 clusters Score -1015770 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1015836.625000 Penalty: 4584.192871
	Iteration 20F: 3 clusters Score -1015837 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1015897.625000 Penalty: 4584.192871
	Iteration 21Q: 3 clusters Score -1015898 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1015947.437500 Penalty: 4584.192871
	Iteration 22Q: 3 clusters Score -1015947 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1015991.187500 Penalty: 4584.192871
	Iteration 23Q: 3 clusters Score -1015991 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1016024.125000 Penalty: 4584.192871
	Iteration 24Q: 3 clusters Score -1016024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1016047.125000 Penalty: 4584.192871
	Iteration 25Q: 3 clusters Score -1016047 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1016070.812500 Penalty: 4584.192871
	Iteration 26Q: 3 clusters Score -1016071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1016088.562500 Penalty: 4584.192871
	Iteration 27Q: 3 clusters Score -1016089 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1016104.500000 Penalty: 4584.192871
	Iteration 28Q: 3 clusters Score -1016104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1016117.687500 Penalty: 4584.192871
	Iteration 29Q: 3 clusters Score -1016118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1016131.312500 Penalty: 4584.192871
	Iteration 30Q: 3 clusters Score -1016131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1016142.125000 Penalty: 4584.192871
	Iteration 31Q: 3 clusters Score -1016142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1016146.250000 Penalty: 4584.192871
	Iteration 32Q: 3 clusters Score -1016146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1016152.187500 Penalty: 4584.192871
	Iteration 33Q: 3 clusters Score -1016152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1016157.437500 Penalty: 4584.192871
	Iteration 34Q: 3 clusters Score -1016157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1016161.375000 Penalty: 4584.192871
	Iteration 35Q: 3 clusters Score -1016161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1016164.562500 Penalty: 4584.192871
	Iteration 36Q: 3 clusters Score -1016165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1016167.187500 Penalty: 4584.192871
	Iteration 37Q: 3 clusters Score -1016167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1016169.750000 Penalty: 4584.192871
	Iteration 38Q: 3 clusters Score -1016170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1016173.500000 Penalty: 4584.192871
	Iteration 39Q: 3 clusters Score -1016174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1016176.250000 Penalty: 4584.192871
	Iteration 40F: 3 clusters Score -1016176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1016178.812500 Penalty: 4584.192871
	Iteration 41Q: 3 clusters Score -1016179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1016180.375000 Penalty: 4584.192871
	Iteration 42Q: 3 clusters Score -1016180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1016181.937500 Penalty: 4584.192871
	Iteration 43Q: 3 clusters Score -1016182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1016183.062500 Penalty: 4584.192871
	Iteration 44Q: 3 clusters Score -1016183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1016185.625000 Penalty: 4584.192871
	Iteration 45Q: 3 clusters Score -1016186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1016184.625000 Penalty: 4584.192871
	Iteration 46Q: 3 clusters Score -1016185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1016188.062500 Penalty: 4584.192871
	Iteration 47Q: 3 clusters Score -1016188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1016189.562500 Penalty: 4584.192871
	Iteration 48Q: 3 clusters Score -1016190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1016192.750000 Penalty: 4584.192871
	Iteration 49Q: 3 clusters Score -1016193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1016196.625000 Penalty: 4584.192871
	Iteration 50Q: 3 clusters Score -1016197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1016197.312500 Penalty: 4584.192871
	Iteration 51Q: 3 clusters Score -1016197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1016198.812500 Penalty: 4584.192871
	Iteration 52Q: 3 clusters Score -1016199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1016201.375000 Penalty: 4584.192871
	Iteration 53Q: 3 clusters Score -1016201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1016205.062500 Penalty: 4584.192871
	Iteration 54Q: 3 clusters Score -1016205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1016210.187500 Penalty: 4584.192871
	Iteration 55Q: 3 clusters Score -1016210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1016210.937500 Penalty: 4584.192871
	Iteration 56Q: 3 clusters Score -1016211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1016214.250000 Penalty: 4584.192871
	Iteration 57Q: 3 clusters Score -1016214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1016217.500000 Penalty: 4584.192871
	Iteration 58Q: 3 clusters Score -1016218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1016221.750000 Penalty: 4584.192871
	Iteration 59Q: 3 clusters Score -1016222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1016229.375000 Penalty: 4584.192871
	Iteration 60F: 3 clusters Score -1016229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1016228.750000 Penalty: 4584.192871
	Iteration 61Q: 3 clusters Score -1016229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1016228.250000 Penalty: 4584.192871
	Iteration 62Q: 3 clusters Score -1016228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1016230.562500 Penalty: 4584.192871
	Iteration 63Q: 3 clusters Score -1016231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1016230.125000 Penalty: 4584.192871
	Iteration 64Q: 3 clusters Score -1016230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1016235.875000 Penalty: 4584.192871
	Iteration 65Q: 3 clusters Score -1016236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1016239.125000 Penalty: 4584.192871
	Iteration 66Q: 3 clusters Score -1016239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1016240.250000 Penalty: 4584.192871
	Iteration 67Q: 3 clusters Score -1016240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1016241.812500 Penalty: 4584.192871
	Iteration 68Q: 3 clusters Score -1016242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1016243.625000 Penalty: 4584.192871
	Iteration 69Q: 3 clusters Score -1016244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1016246.187500 Penalty: 4584.192871
	Iteration 70Q: 3 clusters Score -1016246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1016252.812500 Penalty: 4584.192871
	Iteration 71Q: 3 clusters Score -1016253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1016257.812500 Penalty: 4584.192871
	Iteration 72Q: 3 clusters Score -1016258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1016261.062500 Penalty: 4584.192871
	Iteration 73Q: 3 clusters Score -1016261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1016264.437500 Penalty: 4584.192871
	Iteration 74Q: 3 clusters Score -1016264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1016268.687500 Penalty: 4584.192871
	Iteration 75Q: 3 clusters Score -1016269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1016275.562500 Penalty: 4584.192871
	Iteration 76Q: 3 clusters Score -1016276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1016274.875000 Penalty: 4584.192871
	Iteration 77Q: 3 clusters Score -1016275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1016276.500000 Penalty: 4584.192871
	Iteration 78Q: 3 clusters Score -1016276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1016277.812500 Penalty: 4584.192871
	Iteration 79Q: 3 clusters Score -1016278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1016276.750000 Penalty: 4584.192871
	Iteration 80F: 3 clusters Score -1016277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (230358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230358 members 
Entering Unmasked Estep 
Score: -22658020.000000 Penalty: 3062.152832
	Iteration 0F: 2 clusters Score -2.265802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115390 members 
Mstep: Class 2 contains 114968 members 
Entering Unmasked Estep 
Score: -22503536.000000 Penalty: 6124.305664
	Iteration 0F: 3 clusters Score -2.250354e+07 nChanged 111135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119107 members 
Mstep: Class 2 contains 111251 members 
Entering Unmasked Estep 
Score: -22568100.000000 Penalty: 6124.305664
	Iteration 1F: 3 clusters Score -2.25681e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121249 members 
Mstep: Class 2 contains 109109 members 
Entering Unmasked Estep 
Score: -22569098.000000 Penalty: 6124.305664
	Iteration 2Q: 3 clusters Score -2.25691e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124469 members 
Mstep: Class 2 contains 105889 members 
Entering Unmasked Estep 
Score: -22570422.000000 Penalty: 6124.305664
	Iteration 3Q: 3 clusters Score -2.257042e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129476 members 
Mstep: Class 2 contains 100882 members 
Entering Unmasked Estep 
Score: -22572562.000000 Penalty: 6124.305664
	Iteration 4Q: 3 clusters Score -2.257256e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137141 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -22576444.000000 Penalty: 6124.305664
	Iteration 5Q: 3 clusters Score -2.257644e+07 nChanged 11923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148636 members 
Mstep: Class 2 contains 81722 members 
Entering Unmasked Estep 
Score: -22582946.000000 Penalty: 6124.305664
	Iteration 6F: 3 clusters Score -2.258295e+07 nChanged 16209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164733 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -22594872.000000 Penalty: 6124.305664
	Iteration 7F: 3 clusters Score -2.259487e+07 nChanged 20010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184721 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -22612376.000000 Penalty: 6124.305664
	Iteration 8F: 3 clusters Score -2.261238e+07 nChanged 20289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204980 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -22632092.000000 Penalty: 6124.305664
	Iteration 9F: 3 clusters Score -2.263209e+07 nChanged 14345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219325 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -22645756.000000 Penalty: 6124.305664
	Iteration 10F: 3 clusters Score -2.264576e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226273 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -22651976.000000 Penalty: 6124.305664
	Iteration 11Q: 3 clusters Score -2.265198e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228749 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -22654120.000000 Penalty: 6124.305664
	Iteration 12Q: 3 clusters Score -2.265412e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229525 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -22654920.000000 Penalty: 6124.305664
	Iteration 13Q: 3 clusters Score -2.265492e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229753 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -22655172.000000 Penalty: 6124.305664
	Iteration 14Q: 3 clusters Score -2.265517e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229830 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -22655338.000000 Penalty: 6124.305664
	Iteration 15Q: 3 clusters Score -2.265534e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229855 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -22655422.000000 Penalty: 6124.305664
	Iteration 16Q: 3 clusters Score -2.265542e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229873 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -22655458.000000 Penalty: 6124.305664
	Iteration 17Q: 3 clusters Score -2.265546e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229879 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -22655514.000000 Penalty: 6124.305664
	Iteration 18Q: 3 clusters Score -2.265551e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229880 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -22655528.000000 Penalty: 6124.305664
	Iteration 19Q: 3 clusters Score -2.265553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229876 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -22655552.000000 Penalty: 6124.305664
	Iteration 20F: 3 clusters Score -2.265555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229876 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -22655558.000000 Penalty: 6124.305664
	Iteration 21Q: 3 clusters Score -2.265556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229872 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -22655566.000000 Penalty: 6124.305664
	Iteration 22Q: 3 clusters Score -2.265557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229874 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -22655562.000000 Penalty: 6124.305664
	Iteration 23Q: 3 clusters Score -2.265556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229874 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -22655564.000000 Penalty: 6124.305664
	Iteration 24Q: 3 clusters Score -2.265556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229874 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -22655582.000000 Penalty: 6124.305664
	Iteration 25Q: 3 clusters Score -2.265558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229876 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -22655596.000000 Penalty: 6124.305664
	Iteration 26Q: 3 clusters Score -2.26556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229876 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -22655596.000000 Penalty: 6124.305664
	Iteration 27F: 3 clusters Score -2.26556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Entering Unmasked Estep 
Score: -1194853.875000 Penalty: 2342.560303
	Iteration 0F: 2 clusters Score -1194854 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 6431 members 
Entering Unmasked Estep 
Score: -1185465.250000 Penalty: 4685.120605
	Iteration 0F: 3 clusters Score -1185465 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1188484.625000 Penalty: 4685.120605
	Iteration 1F: 3 clusters Score -1188485 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1189319.125000 Penalty: 4685.120605
	Iteration 2F: 3 clusters Score -1189319 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1190390.375000 Penalty: 4685.120605
	Iteration 3F: 3 clusters Score -1190390 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1191648.375000 Penalty: 4685.120605
	Iteration 4F: 3 clusters Score -1191648 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1192670.625000 Penalty: 4685.120605
	Iteration 5F: 3 clusters Score -1192671 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1193231.875000 Penalty: 4685.120605
	Iteration 6F: 3 clusters Score -1193232 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1193542.125000 Penalty: 4685.120605
	Iteration 7Q: 3 clusters Score -1193542 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1193740.250000 Penalty: 4685.120605
	Iteration 8Q: 3 clusters Score -1193740 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1193873.750000 Penalty: 4685.120605
	Iteration 9Q: 3 clusters Score -1193874 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1193985.625000 Penalty: 4685.120605
	Iteration 10Q: 3 clusters Score -1193986 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1194053.875000 Penalty: 4685.120605
	Iteration 11Q: 3 clusters Score -1194054 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1194087.875000 Penalty: 4685.120605
	Iteration 12Q: 3 clusters Score -1194088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1194107.875000 Penalty: 4685.120605
	Iteration 13Q: 3 clusters Score -1194108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1194119.000000 Penalty: 4685.120605
	Iteration 14Q: 3 clusters Score -1194119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1194133.375000 Penalty: 4685.120605
	Iteration 15Q: 3 clusters Score -1194133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1194139.875000 Penalty: 4685.120605
	Iteration 16Q: 3 clusters Score -1194140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1194152.625000 Penalty: 4685.120605
	Iteration 17Q: 3 clusters Score -1194153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1194157.875000 Penalty: 4685.120605
	Iteration 18Q: 3 clusters Score -1194158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1194164.250000 Penalty: 4685.120605
	Iteration 19Q: 3 clusters Score -1194164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1194173.875000 Penalty: 4685.120605
	Iteration 20F: 3 clusters Score -1194174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1194180.500000 Penalty: 4685.120605
	Iteration 21Q: 3 clusters Score -1194180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1194191.500000 Penalty: 4685.120605
	Iteration 22Q: 3 clusters Score -1194192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1194200.875000 Penalty: 4685.120605
	Iteration 23Q: 3 clusters Score -1194201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1194205.500000 Penalty: 4685.120605
	Iteration 24Q: 3 clusters Score -1194206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1194216.500000 Penalty: 4685.120605
	Iteration 25Q: 3 clusters Score -1194216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1194223.750000 Penalty: 4685.120605
	Iteration 26Q: 3 clusters Score -1194224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1194230.625000 Penalty: 4685.120605
	Iteration 27Q: 3 clusters Score -1194231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1194240.250000 Penalty: 4685.120605
	Iteration 28Q: 3 clusters Score -1194240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1194246.625000 Penalty: 4685.120605
	Iteration 29Q: 3 clusters Score -1194247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1194249.000000 Penalty: 4685.120605
	Iteration 30Q: 3 clusters Score -1194249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1194249.875000 Penalty: 4685.120605
	Iteration 31Q: 3 clusters Score -1194250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1194250.625000 Penalty: 4685.120605
	Iteration 32Q: 3 clusters Score -1194251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1194252.000000 Penalty: 4685.120605
	Iteration 33Q: 3 clusters Score -1194252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1194255.000000 Penalty: 4685.120605
	Iteration 34Q: 3 clusters Score -1194255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1194257.125000 Penalty: 4685.120605
	Iteration 35Q: 3 clusters Score -1194257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1194258.750000 Penalty: 4685.120605
	Iteration 36Q: 3 clusters Score -1194259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1194261.250000 Penalty: 4685.120605
	Iteration 37Q: 3 clusters Score -1194261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1194261.250000 Penalty: 4685.120605
	Iteration 38Q: 3 clusters Score -1194261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1194262.750000 Penalty: 4685.120605
	Iteration 39Q: 3 clusters Score -1194263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1194267.000000 Penalty: 4685.120605
	Iteration 40F: 3 clusters Score -1194267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Entering Unmasked Estep 
Score: -2633937.000000 Penalty: 2552.813232
	Iteration 0F: 2 clusters Score -2633937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2613696.750000 Penalty: 5105.626465
	Iteration 0F: 3 clusters Score -2613697 nChanged 13225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2621012.000000 Penalty: 5105.626465
	Iteration 1F: 3 clusters Score -2621012 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2621684.750000 Penalty: 5105.626465
	Iteration 2F: 3 clusters Score -2621685 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2622341.750000 Penalty: 5105.626465
	Iteration 3F: 3 clusters Score -2622342 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2623094.250000 Penalty: 5105.626465
	Iteration 4Q: 3 clusters Score -2623094 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2624057.250000 Penalty: 5105.626465
	Iteration 5F: 3 clusters Score -2624057 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2625314.000000 Penalty: 5105.626465
	Iteration 6F: 3 clusters Score -2625314 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2626774.750000 Penalty: 5105.626465
	Iteration 7F: 3 clusters Score -2626775 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2628121.750000 Penalty: 5105.626465
	Iteration 8F: 3 clusters Score -2628122 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2629187.250000 Penalty: 5105.626465
	Iteration 9F: 3 clusters Score -2629187 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2629860.250000 Penalty: 5105.626465
	Iteration 10Q: 3 clusters Score -2629860 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2630263.250000 Penalty: 5105.626465
	Iteration 11Q: 3 clusters Score -2630263 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2630530.750000 Penalty: 5105.626465
	Iteration 12Q: 3 clusters Score -2630531 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2630716.500000 Penalty: 5105.626465
	Iteration 13Q: 3 clusters Score -2630716 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2630874.250000 Penalty: 5105.626465
	Iteration 14Q: 3 clusters Score -2630874 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2631000.500000 Penalty: 5105.626465
	Iteration 15Q: 3 clusters Score -2631000 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2631100.000000 Penalty: 5105.626465
	Iteration 16Q: 3 clusters Score -2631100 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2631240.750000 Penalty: 5105.626465
	Iteration 17Q: 3 clusters Score -2631241 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2631363.000000 Penalty: 5105.626465
	Iteration 18Q: 3 clusters Score -2631363 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2631514.500000 Penalty: 5105.626465
	Iteration 19Q: 3 clusters Score -2631514 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2631664.500000 Penalty: 5105.626465
	Iteration 20F: 3 clusters Score -2631664 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2631777.000000 Penalty: 5105.626465
	Iteration 21Q: 3 clusters Score -2631777 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2631877.250000 Penalty: 5105.626465
	Iteration 22Q: 3 clusters Score -2631877 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2631993.250000 Penalty: 5105.626465
	Iteration 23Q: 3 clusters Score -2631993 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2632092.500000 Penalty: 5105.626465
	Iteration 24Q: 3 clusters Score -2632092 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2632174.750000 Penalty: 5105.626465
	Iteration 25Q: 3 clusters Score -2632175 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2632226.500000 Penalty: 5105.626465
	Iteration 26Q: 3 clusters Score -2632226 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2632268.750000 Penalty: 5105.626465
	Iteration 27Q: 3 clusters Score -2632269 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -2632308.000000 Penalty: 5105.626465
	Iteration 28Q: 3 clusters Score -2632308 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -2632339.500000 Penalty: 5105.626465
	Iteration 29Q: 3 clusters Score -2632340 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2632375.000000 Penalty: 5105.626465
	Iteration 30Q: 3 clusters Score -2632375 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2632403.500000 Penalty: 5105.626465
	Iteration 31Q: 3 clusters Score -2632404 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -2632456.250000 Penalty: 5105.626465
	Iteration 32Q: 3 clusters Score -2632456 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2632495.500000 Penalty: 5105.626465
	Iteration 33Q: 3 clusters Score -2632496 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -2632512.000000 Penalty: 5105.626465
	Iteration 34Q: 3 clusters Score -2632512 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2632543.000000 Penalty: 5105.626465
	Iteration 35Q: 3 clusters Score -2632543 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -2632581.500000 Penalty: 5105.626465
	Iteration 36Q: 3 clusters Score -2632582 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2632614.250000 Penalty: 5105.626465
	Iteration 37Q: 3 clusters Score -2632614 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -2632654.250000 Penalty: 5105.626465
	Iteration 38Q: 3 clusters Score -2632654 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -2632702.500000 Penalty: 5105.626465
	Iteration 39Q: 3 clusters Score -2632702 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -2632750.000000 Penalty: 5105.626465
	Iteration 40F: 3 clusters Score -2632750 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -2632797.250000 Penalty: 5105.626465
	Iteration 41Q: 3 clusters Score -2632797 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -2632843.250000 Penalty: 5105.626465
	Iteration 42Q: 3 clusters Score -2632843 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -2632890.000000 Penalty: 5105.626465
	Iteration 43Q: 3 clusters Score -2632890 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -2632931.500000 Penalty: 5105.626465
	Iteration 44Q: 3 clusters Score -2632932 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -2632985.250000 Penalty: 5105.626465
	Iteration 45Q: 3 clusters Score -2632985 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -2633032.000000 Penalty: 5105.626465
	Iteration 46Q: 3 clusters Score -2633032 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -2633055.500000 Penalty: 5105.626465
	Iteration 47Q: 3 clusters Score -2633056 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -2633086.250000 Penalty: 5105.626465
	Iteration 48Q: 3 clusters Score -2633086 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -2633112.000000 Penalty: 5105.626465
	Iteration 49Q: 3 clusters Score -2633112 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -2633129.250000 Penalty: 5105.626465
	Iteration 50Q: 3 clusters Score -2633129 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -2633143.250000 Penalty: 5105.626465
	Iteration 51Q: 3 clusters Score -2633143 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -2633147.750000 Penalty: 5105.626465
	Iteration 52Q: 3 clusters Score -2633148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -2633166.000000 Penalty: 5105.626465
	Iteration 53Q: 3 clusters Score -2633166 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -2633184.250000 Penalty: 5105.626465
	Iteration 54Q: 3 clusters Score -2633184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -2633181.000000 Penalty: 5105.626465
	Iteration 55Q: 3 clusters Score -2633181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -2633188.750000 Penalty: 5105.626465
	Iteration 56Q: 3 clusters Score -2633189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -2633194.750000 Penalty: 5105.626465
	Iteration 57Q: 3 clusters Score -2633195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -2633196.000000 Penalty: 5105.626465
	Iteration 58Q: 3 clusters Score -2633196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -2633195.250000 Penalty: 5105.626465
	Iteration 59Q: 3 clusters Score -2633195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -2633206.500000 Penalty: 5105.626465
	Iteration 60F: 3 clusters Score -2633206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -2633209.000000 Penalty: 5105.626465
	Iteration 61Q: 3 clusters Score -2633209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -2633216.000000 Penalty: 5105.626465
	Iteration 62Q: 3 clusters Score -2633216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -2633227.000000 Penalty: 5105.626465
	Iteration 63Q: 3 clusters Score -2633227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -2633231.500000 Penalty: 5105.626465
	Iteration 64Q: 3 clusters Score -2633232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -2633239.000000 Penalty: 5105.626465
	Iteration 65Q: 3 clusters Score -2633239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -2633238.000000 Penalty: 5105.626465
	Iteration 66Q: 3 clusters Score -2633238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -2633245.250000 Penalty: 5105.626465
	Iteration 67Q: 3 clusters Score -2633245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -2633241.750000 Penalty: 5105.626465
	Iteration 68Q: 3 clusters Score -2633242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2633239.000000 Penalty: 5105.626465
	Iteration 69Q: 3 clusters Score -2633239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -2633240.250000 Penalty: 5105.626465
	Iteration 70Q: 3 clusters Score -2633240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -2633242.250000 Penalty: 5105.626465
	Iteration 71Q: 3 clusters Score -2633242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -2633240.750000 Penalty: 5105.626465
	Iteration 72Q: 3 clusters Score -2633241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -2633240.750000 Penalty: 5105.626465
	Iteration 73F: 3 clusters Score -2633241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (309821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309821 members 
Entering Unmasked Estep 
Score: -30326604.000000 Penalty: 3135.650146
	Iteration 0F: 2 clusters Score -3.03266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155058 members 
Mstep: Class 2 contains 154763 members 
Entering Unmasked Estep 
Score: -30129166.000000 Penalty: 6271.300293
	Iteration 0F: 3 clusters Score -3.012917e+07 nChanged 150043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159915 members 
Mstep: Class 2 contains 149906 members 
Entering Unmasked Estep 
Score: -30217450.000000 Penalty: 6271.300293
	Iteration 1F: 3 clusters Score -3.021745e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163327 members 
Mstep: Class 2 contains 146494 members 
Entering Unmasked Estep 
Score: -30219000.000000 Penalty: 6271.300293
	Iteration 2Q: 3 clusters Score -3.0219e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168643 members 
Mstep: Class 2 contains 141178 members 
Entering Unmasked Estep 
Score: -30220952.000000 Penalty: 6271.300293
	Iteration 3Q: 3 clusters Score -3.022095e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176835 members 
Mstep: Class 2 contains 132986 members 
Entering Unmasked Estep 
Score: -30224078.000000 Penalty: 6271.300293
	Iteration 4Q: 3 clusters Score -3.022408e+07 nChanged 13869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189046 members 
Mstep: Class 2 contains 120775 members 
Entering Unmasked Estep 
Score: -30229180.000000 Penalty: 6271.300293
	Iteration 5Q: 3 clusters Score -3.022918e+07 nChanged 18686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206568 members 
Mstep: Class 2 contains 103253 members 
Entering Unmasked Estep 
Score: -30238452.000000 Penalty: 6271.300293
	Iteration 6F: 3 clusters Score -3.023845e+07 nChanged 23264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229016 members 
Mstep: Class 2 contains 80805 members 
Entering Unmasked Estep 
Score: -30252696.000000 Penalty: 6271.300293
	Iteration 7F: 3 clusters Score -3.02527e+07 nChanged 24984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253506 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -30271464.000000 Penalty: 6271.300293
	Iteration 8F: 3 clusters Score -3.027146e+07 nChanged 22376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275626 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -30290876.000000 Penalty: 6271.300293
	Iteration 9F: 3 clusters Score -3.029088e+07 nChanged 16006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291516 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -30305804.000000 Penalty: 6271.300293
	Iteration 10F: 3 clusters Score -3.03058e+07 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300979 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -30315378.000000 Penalty: 6271.300293
	Iteration 11Q: 3 clusters Score -3.031538e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305639 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -30319988.000000 Penalty: 6271.300293
	Iteration 12Q: 3 clusters Score -3.031999e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307685 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -30322118.000000 Penalty: 6271.300293
	Iteration 13Q: 3 clusters Score -3.032212e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308528 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -30322962.000000 Penalty: 6271.300293
	Iteration 14Q: 3 clusters Score -3.032296e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308852 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -30323302.000000 Penalty: 6271.300293
	Iteration 15Q: 3 clusters Score -3.03233e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309013 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -30323504.000000 Penalty: 6271.300293
	Iteration 16Q: 3 clusters Score -3.03235e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309100 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -30323692.000000 Penalty: 6271.300293
	Iteration 17Q: 3 clusters Score -3.032369e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309154 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -30323818.000000 Penalty: 6271.300293
	Iteration 18Q: 3 clusters Score -3.032382e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309179 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -30323892.000000 Penalty: 6271.300293
	Iteration 19Q: 3 clusters Score -3.032389e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309184 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -30323926.000000 Penalty: 6271.300293
	Iteration 20F: 3 clusters Score -3.032393e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309196 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -30323952.000000 Penalty: 6271.300293
	Iteration 21Q: 3 clusters Score -3.032395e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309197 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -30323976.000000 Penalty: 6271.300293
	Iteration 22Q: 3 clusters Score -3.032398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309199 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -30324002.000000 Penalty: 6271.300293
	Iteration 23Q: 3 clusters Score -3.0324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309203 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -30324010.000000 Penalty: 6271.300293
	Iteration 24Q: 3 clusters Score -3.032401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309204 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -30324022.000000 Penalty: 6271.300293
	Iteration 25Q: 3 clusters Score -3.032402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309201 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -30324046.000000 Penalty: 6271.300293
	Iteration 26Q: 3 clusters Score -3.032405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309206 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -30324038.000000 Penalty: 6271.300293
	Iteration 27Q: 3 clusters Score -3.032404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309207 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -30324048.000000 Penalty: 6271.300293
	Iteration 28Q: 3 clusters Score -3.032405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309210 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -30324058.000000 Penalty: 6271.300293
	Iteration 29Q: 3 clusters Score -3.032406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309218 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -30324072.000000 Penalty: 6271.300293
	Iteration 30Q: 3 clusters Score -3.032407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309219 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -30324064.000000 Penalty: 6271.300293
	Iteration 31Q: 3 clusters Score -3.032406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309221 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -30324068.000000 Penalty: 6271.300293
	Iteration 32Q: 3 clusters Score -3.032407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309222 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -30324060.000000 Penalty: 6271.300293
	Iteration 33Q: 3 clusters Score -3.032406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309225 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -30324058.000000 Penalty: 6271.300293
	Iteration 34Q: 3 clusters Score -3.032406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309225 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -30324056.000000 Penalty: 6271.300293
	Iteration 35Q: 3 clusters Score -3.032406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309225 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -30324056.000000 Penalty: 6271.300293
	Iteration 36F: 3 clusters Score -3.032406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (97849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Entering Unmasked Estep 
Score: -9429148.000000 Penalty: 2849.812744
	Iteration 0F: 2 clusters Score -9429148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -9363625.000000 Penalty: 5699.625488
	Iteration 0F: 3 clusters Score -9363625 nChanged 46182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -9390120.000000 Penalty: 5699.625488
	Iteration 1F: 3 clusters Score -9390120 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -9391267.000000 Penalty: 5699.625488
	Iteration 2Q: 3 clusters Score -9391267 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -9392643.000000 Penalty: 5699.625488
	Iteration 3Q: 3 clusters Score -9392643 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -9394461.000000 Penalty: 5699.625488
	Iteration 4Q: 3 clusters Score -9394461 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -9397096.000000 Penalty: 5699.625488
	Iteration 5F: 3 clusters Score -9397096 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -9400527.000000 Penalty: 5699.625488
	Iteration 6F: 3 clusters Score -9400527 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -9404885.000000 Penalty: 5699.625488
	Iteration 7F: 3 clusters Score -9404885 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65045 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -9409987.000000 Penalty: 5699.625488
	Iteration 8F: 3 clusters Score -9409987 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67399 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -9415607.000000 Penalty: 5699.625488
	Iteration 9F: 3 clusters Score -9415607 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -9420850.000000 Penalty: 5699.625488
	Iteration 10F: 3 clusters Score -9420850 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -9424381.000000 Penalty: 5699.625488
	Iteration 11Q: 3 clusters Score -9424381 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -9425921.000000 Penalty: 5699.625488
	Iteration 12Q: 3 clusters Score -9425921 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -9426641.000000 Penalty: 5699.625488
	Iteration 13Q: 3 clusters Score -9426641 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71951 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -9427186.000000 Penalty: 5699.625488
	Iteration 14Q: 3 clusters Score -9427186 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -9427568.000000 Penalty: 5699.625488
	Iteration 15Q: 3 clusters Score -9427568 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73503 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -9427843.000000 Penalty: 5699.625488
	Iteration 16Q: 3 clusters Score -9427843 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74159 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -9428070.000000 Penalty: 5699.625488
	Iteration 17Q: 3 clusters Score -9428070 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74735 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -9428179.000000 Penalty: 5699.625488
	Iteration 18Q: 3 clusters Score -9428179 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75273 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -9428285.000000 Penalty: 5699.625488
	Iteration 19Q: 3 clusters Score -9428285 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75735 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -9428344.000000 Penalty: 5699.625488
	Iteration 20F: 3 clusters Score -9428344 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76148 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -9428407.000000 Penalty: 5699.625488
	Iteration 21Q: 3 clusters Score -9428407 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -9428461.000000 Penalty: 5699.625488
	Iteration 22Q: 3 clusters Score -9428461 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76901 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -9428532.000000 Penalty: 5699.625488
	Iteration 23Q: 3 clusters Score -9428532 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77219 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -9428554.000000 Penalty: 5699.625488
	Iteration 24Q: 3 clusters Score -9428554 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77500 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -9428551.000000 Penalty: 5699.625488
	Iteration 25Q: 3 clusters Score -9428551 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77779 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -9428613.000000 Penalty: 5699.625488
	Iteration 26Q: 3 clusters Score -9428613 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78054 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -9428675.000000 Penalty: 5699.625488
	Iteration 27Q: 3 clusters Score -9428675 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78330 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -9428703.000000 Penalty: 5699.625488
	Iteration 28Q: 3 clusters Score -9428703 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78576 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -9428754.000000 Penalty: 5699.625488
	Iteration 29Q: 3 clusters Score -9428754 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78795 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -9428775.000000 Penalty: 5699.625488
	Iteration 30Q: 3 clusters Score -9428775 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -9428768.000000 Penalty: 5699.625488
	Iteration 31Q: 3 clusters Score -9428768 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79187 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -9428783.000000 Penalty: 5699.625488
	Iteration 32Q: 3 clusters Score -9428783 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79378 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -9428835.000000 Penalty: 5699.625488
	Iteration 33Q: 3 clusters Score -9428835 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79548 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -9428842.000000 Penalty: 5699.625488
	Iteration 34Q: 3 clusters Score -9428842 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79699 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -9428843.000000 Penalty: 5699.625488
	Iteration 35Q: 3 clusters Score -9428843 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -9428864.000000 Penalty: 5699.625488
	Iteration 36Q: 3 clusters Score -9428864 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79989 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -9428855.000000 Penalty: 5699.625488
	Iteration 37Q: 3 clusters Score -9428855 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -9428886.000000 Penalty: 5699.625488
	Iteration 38Q: 3 clusters Score -9428886 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80263 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -9428916.000000 Penalty: 5699.625488
	Iteration 39Q: 3 clusters Score -9428916 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -9428899.000000 Penalty: 5699.625488
	Iteration 40F: 3 clusters Score -9428899 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80529 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -9428896.000000 Penalty: 5699.625488
	Iteration 41Q: 3 clusters Score -9428896 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80661 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -9428872.000000 Penalty: 5699.625488
	Iteration 42Q: 3 clusters Score -9428872 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80779 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -9428883.000000 Penalty: 5699.625488
	Iteration 43Q: 3 clusters Score -9428883 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80924 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -9428908.000000 Penalty: 5699.625488
	Iteration 44Q: 3 clusters Score -9428908 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -9428955.000000 Penalty: 5699.625488
	Iteration 45Q: 3 clusters Score -9428955 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81250 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -9428989.000000 Penalty: 5699.625488
	Iteration 46Q: 3 clusters Score -9428989 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81446 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -9429015.000000 Penalty: 5699.625488
	Iteration 47Q: 3 clusters Score -9429015 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81656 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -9429052.000000 Penalty: 5699.625488
	Iteration 48Q: 3 clusters Score -9429052 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -9429101.000000 Penalty: 5699.625488
	Iteration 49Q: 3 clusters Score -9429101 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -9429162.000000 Penalty: 5699.625488
	Iteration 50Q: 3 clusters Score -9429162 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -9429235.000000 Penalty: 5699.625488
	Iteration 51Q: 3 clusters Score -9429235 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82603 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -9429267.000000 Penalty: 5699.625488
	Iteration 52Q: 3 clusters Score -9429267 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -9429327.000000 Penalty: 5699.625488
	Iteration 53Q: 3 clusters Score -9429327 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83110 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -9429407.000000 Penalty: 5699.625488
	Iteration 54Q: 3 clusters Score -9429407 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -9429467.000000 Penalty: 5699.625488
	Iteration 55Q: 3 clusters Score -9429467 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -9429502.000000 Penalty: 5699.625488
	Iteration 56Q: 3 clusters Score -9429502 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -9429615.000000 Penalty: 5699.625488
	Iteration 57Q: 3 clusters Score -9429615 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84137 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -9429644.000000 Penalty: 5699.625488
	Iteration 58Q: 3 clusters Score -9429644 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84332 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -9429655.000000 Penalty: 5699.625488
	Iteration 59Q: 3 clusters Score -9429655 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84514 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -9429692.000000 Penalty: 5699.625488
	Iteration 60F: 3 clusters Score -9429692 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84679 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -9429733.000000 Penalty: 5699.625488
	Iteration 61Q: 3 clusters Score -9429733 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84840 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -9429717.000000 Penalty: 5699.625488
	Iteration 62Q: 3 clusters Score -9429717 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84987 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -9429753.000000 Penalty: 5699.625488
	Iteration 63Q: 3 clusters Score -9429753 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -9429784.000000 Penalty: 5699.625488
	Iteration 64Q: 3 clusters Score -9429784 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85265 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -9429795.000000 Penalty: 5699.625488
	Iteration 65Q: 3 clusters Score -9429795 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85385 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -9429805.000000 Penalty: 5699.625488
	Iteration 66Q: 3 clusters Score -9429805 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85481 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -9429821.000000 Penalty: 5699.625488
	Iteration 67Q: 3 clusters Score -9429821 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85580 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -9429834.000000 Penalty: 5699.625488
	Iteration 68Q: 3 clusters Score -9429834 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85676 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -9429841.000000 Penalty: 5699.625488
	Iteration 69Q: 3 clusters Score -9429841 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85758 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -9429820.000000 Penalty: 5699.625488
	Iteration 70Q: 3 clusters Score -9429820 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -9429818.000000 Penalty: 5699.625488
	Iteration 71Q: 3 clusters Score -9429818 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -9429801.000000 Penalty: 5699.625488
	Iteration 72Q: 3 clusters Score -9429801 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86012 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -9429807.000000 Penalty: 5699.625488
	Iteration 73Q: 3 clusters Score -9429807 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86099 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -9429823.000000 Penalty: 5699.625488
	Iteration 74Q: 3 clusters Score -9429823 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -9429824.000000 Penalty: 5699.625488
	Iteration 75Q: 3 clusters Score -9429824 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86260 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -9429835.000000 Penalty: 5699.625488
	Iteration 76Q: 3 clusters Score -9429835 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -9429849.000000 Penalty: 5699.625488
	Iteration 77Q: 3 clusters Score -9429849 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86392 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -9429842.000000 Penalty: 5699.625488
	Iteration 78Q: 3 clusters Score -9429842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -9429848.000000 Penalty: 5699.625488
	Iteration 79Q: 3 clusters Score -9429848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86483 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -9429880.000000 Penalty: 5699.625488
	Iteration 80F: 3 clusters Score -9429880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86529 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -9429889.000000 Penalty: 5699.625488
	Iteration 81Q: 3 clusters Score -9429889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -9429891.000000 Penalty: 5699.625488
	Iteration 82Q: 3 clusters Score -9429891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86573 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -9429881.000000 Penalty: 5699.625488
	Iteration 83Q: 3 clusters Score -9429881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -9429882.000000 Penalty: 5699.625488
	Iteration 84Q: 3 clusters Score -9429882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86602 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -9429894.000000 Penalty: 5699.625488
	Iteration 85Q: 3 clusters Score -9429894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86611 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -9429884.000000 Penalty: 5699.625488
	Iteration 86Q: 3 clusters Score -9429884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86615 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -9429885.000000 Penalty: 5699.625488
	Iteration 87Q: 3 clusters Score -9429885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86620 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -9429885.000000 Penalty: 5699.625488
	Iteration 88Q: 3 clusters Score -9429885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -9429894.000000 Penalty: 5699.625488
	Iteration 89Q: 3 clusters Score -9429894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86633 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -9429893.000000 Penalty: 5699.625488
	Iteration 90Q: 3 clusters Score -9429893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -9429886.000000 Penalty: 5699.625488
	Iteration 91Q: 3 clusters Score -9429886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86648 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -9429887.000000 Penalty: 5699.625488
	Iteration 92Q: 3 clusters Score -9429887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86654 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -9429884.000000 Penalty: 5699.625488
	Iteration 93Q: 3 clusters Score -9429884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -9429895.000000 Penalty: 5699.625488
	Iteration 94Q: 3 clusters Score -9429895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86662 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -9429898.000000 Penalty: 5699.625488
	Iteration 95Q: 3 clusters Score -9429898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86669 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -9429894.000000 Penalty: 5699.625488
	Iteration 96Q: 3 clusters Score -9429894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86675 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -9429903.000000 Penalty: 5699.625488
	Iteration 97Q: 3 clusters Score -9429903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86680 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -9429905.000000 Penalty: 5699.625488
	Iteration 98Q: 3 clusters Score -9429905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86686 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -9429912.000000 Penalty: 5699.625488
	Iteration 99Q: 3 clusters Score -9429912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86691 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -9429906.000000 Penalty: 5699.625488
	Iteration 100F: 3 clusters Score -9429906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86693 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -9429913.000000 Penalty: 5699.625488
	Iteration 101Q: 3 clusters Score -9429913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86695 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -9429921.000000 Penalty: 5699.625488
	Iteration 102Q: 3 clusters Score -9429921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86696 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -9429914.000000 Penalty: 5699.625488
	Iteration 103Q: 3 clusters Score -9429914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86697 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -9429912.000000 Penalty: 5699.625488
	Iteration 104Q: 3 clusters Score -9429912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86699 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -9429913.000000 Penalty: 5699.625488
	Iteration 105Q: 3 clusters Score -9429913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -9429910.000000 Penalty: 5699.625488
	Iteration 106Q: 3 clusters Score -9429910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86707 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -9429907.000000 Penalty: 5699.625488
	Iteration 107Q: 3 clusters Score -9429907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -9429913.000000 Penalty: 5699.625488
	Iteration 108Q: 3 clusters Score -9429913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86723 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -9429901.000000 Penalty: 5699.625488
	Iteration 109Q: 3 clusters Score -9429901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86725 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -9429906.000000 Penalty: 5699.625488
	Iteration 110Q: 3 clusters Score -9429906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86727 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -9429916.000000 Penalty: 5699.625488
	Iteration 111Q: 3 clusters Score -9429916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -9429914.000000 Penalty: 5699.625488
	Iteration 112Q: 3 clusters Score -9429914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -9429917.000000 Penalty: 5699.625488
	Iteration 113Q: 3 clusters Score -9429917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -9429917.000000 Penalty: 5699.625488
	Iteration 114F: 3 clusters Score -9429917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134490 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29543 members 
Mstep: Class 6 contains 309821 members 
Mstep: Class 7 contains 86729 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19167 members 
Mstep: Class 10 contains 8448 members 
Mstep: Class 11 contains 225052 members 
Mstep: Class 12 contains 65395 members 
Mstep: Class 13 contains 21726 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 220544 members 
Mstep: Class 16 contains 8522 members 
Mstep: Class 17 contains 9292 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5415 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 8753 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5646 members 
Mstep: Class 24 contains 13799 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11690 members 
Mstep: Class 28 contains 10201 members 
Mstep: Class 29 contains 9897 members 
Mstep: Class 30 contains 25672 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 3585 members 
Mstep: Class 35 contains 11120 members 
Entering Unmasked Estep 
Score: -157702160.000000 Penalty: 124380.453125
Splitting cluster 7 changes total score from -157702592.000000 to -157702160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Entering Unmasked Estep 
Score: -766922.562500 Penalty: 2218.733154
	Iteration 0F: 2 clusters Score -766922.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -760750.375000 Penalty: 4437.466309
	Iteration 0F: 3 clusters Score -760750.4 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -762340.562500 Penalty: 4437.466309
	Iteration 1F: 3 clusters Score -762340.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -762598.937500 Penalty: 4437.466309
	Iteration 2F: 3 clusters Score -762598.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -762798.000000 Penalty: 4437.466309
	Iteration 3F: 3 clusters Score -762798 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -762960.187500 Penalty: 4437.466309
	Iteration 4Q: 3 clusters Score -762960.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -763107.375000 Penalty: 4437.466309
	Iteration 5Q: 3 clusters Score -763107.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -763240.937500 Penalty: 4437.466309
	Iteration 6Q: 3 clusters Score -763240.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -763378.187500 Penalty: 4437.466309
	Iteration 7Q: 3 clusters Score -763378.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -763524.812500 Penalty: 4437.466309
	Iteration 8Q: 3 clusters Score -763524.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -763677.250000 Penalty: 4437.466309
	Iteration 9Q: 3 clusters Score -763677.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -763819.500000 Penalty: 4437.466309
	Iteration 10Q: 3 clusters Score -763819.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -763952.062500 Penalty: 4437.466309
	Iteration 11Q: 3 clusters Score -763952.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -764077.062500 Penalty: 4437.466309
	Iteration 12Q: 3 clusters Score -764077.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -764204.875000 Penalty: 4437.466309
	Iteration 13Q: 3 clusters Score -764204.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -764329.937500 Penalty: 4437.466309
	Iteration 14Q: 3 clusters Score -764329.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -764458.812500 Penalty: 4437.466309
	Iteration 15Q: 3 clusters Score -764458.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -764588.625000 Penalty: 4437.466309
	Iteration 16Q: 3 clusters Score -764588.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -764696.062500 Penalty: 4437.466309
	Iteration 17Q: 3 clusters Score -764696.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -764769.000000 Penalty: 4437.466309
	Iteration 18Q: 3 clusters Score -764769 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -764824.875000 Penalty: 4437.466309
	Iteration 19Q: 3 clusters Score -764824.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -764865.375000 Penalty: 4437.466309
	Iteration 20F: 3 clusters Score -764865.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -764898.562500 Penalty: 4437.466309
	Iteration 21Q: 3 clusters Score -764898.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -764933.125000 Penalty: 4437.466309
	Iteration 22Q: 3 clusters Score -764933.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -764968.625000 Penalty: 4437.466309
	Iteration 23Q: 3 clusters Score -764968.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -764986.750000 Penalty: 4437.466309
	Iteration 24Q: 3 clusters Score -764986.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -765003.312500 Penalty: 4437.466309
	Iteration 25Q: 3 clusters Score -765003.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -765013.125000 Penalty: 4437.466309
	Iteration 26Q: 3 clusters Score -765013.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -765021.125000 Penalty: 4437.466309
	Iteration 27Q: 3 clusters Score -765021.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -765025.187500 Penalty: 4437.466309
	Iteration 28Q: 3 clusters Score -765025.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -765029.750000 Penalty: 4437.466309
	Iteration 29Q: 3 clusters Score -765029.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -765034.687500 Penalty: 4437.466309
	Iteration 30Q: 3 clusters Score -765034.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -765041.500000 Penalty: 4437.466309
	Iteration 31Q: 3 clusters Score -765041.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -765045.500000 Penalty: 4437.466309
	Iteration 32Q: 3 clusters Score -765045.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -765047.437500 Penalty: 4437.466309
	Iteration 33Q: 3 clusters Score -765047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -765049.125000 Penalty: 4437.466309
	Iteration 34Q: 3 clusters Score -765049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -765048.875000 Penalty: 4437.466309
	Iteration 35Q: 3 clusters Score -765048.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -765048.875000 Penalty: 4437.466309
	Iteration 36F: 3 clusters Score -765048.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Entering Unmasked Estep 
Score: -1722139.500000 Penalty: 2445.514648
	Iteration 0F: 2 clusters Score -1722140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1708581.625000 Penalty: 4891.029297
	Iteration 0F: 3 clusters Score -1708582 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1713292.375000 Penalty: 4891.029297
	Iteration 1F: 3 clusters Score -1713292 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1713843.000000 Penalty: 4891.029297
	Iteration 2F: 3 clusters Score -1713843 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1714392.750000 Penalty: 4891.029297
	Iteration 3F: 3 clusters Score -1714393 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1714920.250000 Penalty: 4891.029297
	Iteration 4F: 3 clusters Score -1714920 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1715459.125000 Penalty: 4891.029297
	Iteration 5F: 3 clusters Score -1715459 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1716058.125000 Penalty: 4891.029297
	Iteration 6Q: 3 clusters Score -1716058 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1716813.750000 Penalty: 4891.029297
	Iteration 7F: 3 clusters Score -1716814 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1717651.125000 Penalty: 4891.029297
	Iteration 8F: 3 clusters Score -1717651 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1718532.000000 Penalty: 4891.029297
	Iteration 9F: 3 clusters Score -1718532 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1719234.000000 Penalty: 4891.029297
	Iteration 10Q: 3 clusters Score -1719234 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1719658.500000 Penalty: 4891.029297
	Iteration 11Q: 3 clusters Score -1719658 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1719905.875000 Penalty: 4891.029297
	Iteration 12Q: 3 clusters Score -1719906 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1720072.750000 Penalty: 4891.029297
	Iteration 13Q: 3 clusters Score -1720073 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1720217.125000 Penalty: 4891.029297
	Iteration 14Q: 3 clusters Score -1720217 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1720356.375000 Penalty: 4891.029297
	Iteration 15Q: 3 clusters Score -1720356 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1720469.875000 Penalty: 4891.029297
	Iteration 16Q: 3 clusters Score -1720470 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1720545.625000 Penalty: 4891.029297
	Iteration 17Q: 3 clusters Score -1720546 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1720629.875000 Penalty: 4891.029297
	Iteration 18Q: 3 clusters Score -1720630 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1720698.875000 Penalty: 4891.029297
	Iteration 19Q: 3 clusters Score -1720699 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1720763.375000 Penalty: 4891.029297
	Iteration 20F: 3 clusters Score -1720763 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1720804.500000 Penalty: 4891.029297
	Iteration 21Q: 3 clusters Score -1720804 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1720842.625000 Penalty: 4891.029297
	Iteration 22Q: 3 clusters Score -1720843 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1720879.250000 Penalty: 4891.029297
	Iteration 23Q: 3 clusters Score -1720879 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1720906.625000 Penalty: 4891.029297
	Iteration 24Q: 3 clusters Score -1720907 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1720924.500000 Penalty: 4891.029297
	Iteration 25Q: 3 clusters Score -1720924 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1720946.875000 Penalty: 4891.029297
	Iteration 26Q: 3 clusters Score -1720947 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1720970.000000 Penalty: 4891.029297
	Iteration 27Q: 3 clusters Score -1720970 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1720982.750000 Penalty: 4891.029297
	Iteration 28Q: 3 clusters Score -1720983 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1721001.625000 Penalty: 4891.029297
	Iteration 29Q: 3 clusters Score -1721002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1721008.000000 Penalty: 4891.029297
	Iteration 30Q: 3 clusters Score -1721008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1721014.250000 Penalty: 4891.029297
	Iteration 31Q: 3 clusters Score -1721014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1721014.750000 Penalty: 4891.029297
	Iteration 32Q: 3 clusters Score -1721015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1721027.000000 Penalty: 4891.029297
	Iteration 33Q: 3 clusters Score -1721027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1721023.500000 Penalty: 4891.029297
	Iteration 34Q: 3 clusters Score -1721024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1721026.125000 Penalty: 4891.029297
	Iteration 35Q: 3 clusters Score -1721026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1721033.125000 Penalty: 4891.029297
	Iteration 36Q: 3 clusters Score -1721033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1721033.250000 Penalty: 4891.029297
	Iteration 37Q: 3 clusters Score -1721033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1721037.250000 Penalty: 4891.029297
	Iteration 38Q: 3 clusters Score -1721037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1721039.750000 Penalty: 4891.029297
	Iteration 39Q: 3 clusters Score -1721040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1721043.625000 Penalty: 4891.029297
	Iteration 40F: 3 clusters Score -1721044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1721050.000000 Penalty: 4891.029297
	Iteration 41Q: 3 clusters Score -1721050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1721044.875000 Penalty: 4891.029297
	Iteration 42Q: 3 clusters Score -1721045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1721049.250000 Penalty: 4891.029297
	Iteration 43Q: 3 clusters Score -1721049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1721049.375000 Penalty: 4891.029297
	Iteration 44Q: 3 clusters Score -1721049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1721052.250000 Penalty: 4891.029297
	Iteration 45Q: 3 clusters Score -1721052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1721056.250000 Penalty: 4891.029297
	Iteration 46Q: 3 clusters Score -1721056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1721057.500000 Penalty: 4891.029297
	Iteration 47Q: 3 clusters Score -1721058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1721055.250000 Penalty: 4891.029297
	Iteration 48Q: 3 clusters Score -1721055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1721058.375000 Penalty: 4891.029297
	Iteration 49Q: 3 clusters Score -1721058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1721059.500000 Penalty: 4891.029297
	Iteration 50Q: 3 clusters Score -1721060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1721058.875000 Penalty: 4891.029297
	Iteration 51Q: 3 clusters Score -1721059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1721059.250000 Penalty: 4891.029297
	Iteration 52Q: 3 clusters Score -1721059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1721059.125000 Penalty: 4891.029297
	Iteration 53Q: 3 clusters Score -1721059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1721058.375000 Penalty: 4891.029297
	Iteration 54Q: 3 clusters Score -1721058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1721062.875000 Penalty: 4891.029297
	Iteration 55Q: 3 clusters Score -1721063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1721059.625000 Penalty: 4891.029297
	Iteration 56Q: 3 clusters Score -1721060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1721059.625000 Penalty: 4891.029297
	Iteration 57F: 3 clusters Score -1721060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Entering Unmasked Estep 
Score: -778549.187500 Penalty: 2242.337891
	Iteration 0F: 2 clusters Score -778549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -771826.125000 Penalty: 4484.675781
	Iteration 0F: 3 clusters Score -771826.1 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -773708.875000 Penalty: 4484.675781
	Iteration 1F: 3 clusters Score -773708.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -774013.875000 Penalty: 4484.675781
	Iteration 2F: 3 clusters Score -774013.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -774260.562500 Penalty: 4484.675781
	Iteration 3F: 3 clusters Score -774260.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -774437.187500 Penalty: 4484.675781
	Iteration 4Q: 3 clusters Score -774437.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -774590.062500 Penalty: 4484.675781
	Iteration 5Q: 3 clusters Score -774590.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -774748.937500 Penalty: 4484.675781
	Iteration 6Q: 3 clusters Score -774748.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -774918.875000 Penalty: 4484.675781
	Iteration 7Q: 3 clusters Score -774918.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -775090.562500 Penalty: 4484.675781
	Iteration 8Q: 3 clusters Score -775090.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -775275.000000 Penalty: 4484.675781
	Iteration 9Q: 3 clusters Score -775275 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -775475.812500 Penalty: 4484.675781
	Iteration 10Q: 3 clusters Score -775475.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -775681.062500 Penalty: 4484.675781
	Iteration 11Q: 3 clusters Score -775681.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -775933.500000 Penalty: 4484.675781
	Iteration 12Q: 3 clusters Score -775933.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -776163.562500 Penalty: 4484.675781
	Iteration 13Q: 3 clusters Score -776163.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -776320.625000 Penalty: 4484.675781
	Iteration 14Q: 3 clusters Score -776320.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -776440.875000 Penalty: 4484.675781
	Iteration 15Q: 3 clusters Score -776440.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -776539.187500 Penalty: 4484.675781
	Iteration 16Q: 3 clusters Score -776539.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -776591.562500 Penalty: 4484.675781
	Iteration 17Q: 3 clusters Score -776591.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -776622.875000 Penalty: 4484.675781
	Iteration 18Q: 3 clusters Score -776622.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -776656.937500 Penalty: 4484.675781
	Iteration 19Q: 3 clusters Score -776656.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -776685.937500 Penalty: 4484.675781
	Iteration 20F: 3 clusters Score -776685.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -776710.000000 Penalty: 4484.675781
	Iteration 21Q: 3 clusters Score -776710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -776730.687500 Penalty: 4484.675781
	Iteration 22Q: 3 clusters Score -776730.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -776756.687500 Penalty: 4484.675781
	Iteration 23Q: 3 clusters Score -776756.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -776783.062500 Penalty: 4484.675781
	Iteration 24Q: 3 clusters Score -776783.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -776811.875000 Penalty: 4484.675781
	Iteration 25Q: 3 clusters Score -776811.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -776837.562500 Penalty: 4484.675781
	Iteration 26Q: 3 clusters Score -776837.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -776870.812500 Penalty: 4484.675781
	Iteration 27Q: 3 clusters Score -776870.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -776895.937500 Penalty: 4484.675781
	Iteration 28Q: 3 clusters Score -776895.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -776915.375000 Penalty: 4484.675781
	Iteration 29Q: 3 clusters Score -776915.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -776939.062500 Penalty: 4484.675781
	Iteration 30Q: 3 clusters Score -776939.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -776963.312500 Penalty: 4484.675781
	Iteration 31Q: 3 clusters Score -776963.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -776988.875000 Penalty: 4484.675781
	Iteration 32Q: 3 clusters Score -776988.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -777011.375000 Penalty: 4484.675781
	Iteration 33Q: 3 clusters Score -777011.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -777022.937500 Penalty: 4484.675781
	Iteration 34Q: 3 clusters Score -777022.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -777038.875000 Penalty: 4484.675781
	Iteration 35Q: 3 clusters Score -777038.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -777052.625000 Penalty: 4484.675781
	Iteration 36Q: 3 clusters Score -777052.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -777068.125000 Penalty: 4484.675781
	Iteration 37Q: 3 clusters Score -777068.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -777084.250000 Penalty: 4484.675781
	Iteration 38Q: 3 clusters Score -777084.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -777092.687500 Penalty: 4484.675781
	Iteration 39Q: 3 clusters Score -777092.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -777101.000000 Penalty: 4484.675781
	Iteration 40F: 3 clusters Score -777101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -777112.562500 Penalty: 4484.675781
	Iteration 41Q: 3 clusters Score -777112.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -777121.812500 Penalty: 4484.675781
	Iteration 42Q: 3 clusters Score -777121.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -777129.812500 Penalty: 4484.675781
	Iteration 43Q: 3 clusters Score -777129.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -777137.125000 Penalty: 4484.675781
	Iteration 44Q: 3 clusters Score -777137.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -777146.250000 Penalty: 4484.675781
	Iteration 45Q: 3 clusters Score -777146.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -777155.125000 Penalty: 4484.675781
	Iteration 46Q: 3 clusters Score -777155.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -777162.187500 Penalty: 4484.675781
	Iteration 47Q: 3 clusters Score -777162.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -777168.187500 Penalty: 4484.675781
	Iteration 48Q: 3 clusters Score -777168.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -777173.750000 Penalty: 4484.675781
	Iteration 49Q: 3 clusters Score -777173.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -777175.125000 Penalty: 4484.675781
	Iteration 50Q: 3 clusters Score -777175.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -777179.437500 Penalty: 4484.675781
	Iteration 51Q: 3 clusters Score -777179.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -777182.687500 Penalty: 4484.675781
	Iteration 52Q: 3 clusters Score -777182.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -777186.687500 Penalty: 4484.675781
	Iteration 53Q: 3 clusters Score -777186.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -777188.375000 Penalty: 4484.675781
	Iteration 54Q: 3 clusters Score -777188.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -777189.437500 Penalty: 4484.675781
	Iteration 55Q: 3 clusters Score -777189.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -777190.687500 Penalty: 4484.675781
	Iteration 56Q: 3 clusters Score -777190.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -777189.687500 Penalty: 4484.675781
	Iteration 57Q: 3 clusters Score -777189.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -777192.000000 Penalty: 4484.675781
	Iteration 58Q: 3 clusters Score -777192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -777191.562500 Penalty: 4484.675781
	Iteration 59Q: 3 clusters Score -777191.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -777191.187500 Penalty: 4484.675781
	Iteration 60F: 3 clusters Score -777191.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (225052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225052 members 
Entering Unmasked Estep 
Score: -22118274.000000 Penalty: 3056.373535
	Iteration 0F: 2 clusters Score -2.211827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112155 members 
Mstep: Class 2 contains 112897 members 
Entering Unmasked Estep 
Score: -21968918.000000 Penalty: 6112.747070
	Iteration 0F: 3 clusters Score -2.196892e+07 nChanged 108393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104652 members 
Mstep: Class 2 contains 120400 members 
Entering Unmasked Estep 
Score: -22032634.000000 Penalty: 6112.747070
	Iteration 1F: 3 clusters Score -2.203263e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99919 members 
Mstep: Class 2 contains 125133 members 
Entering Unmasked Estep 
Score: -22034388.000000 Penalty: 6112.747070
	Iteration 2Q: 3 clusters Score -2.203439e+07 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92401 members 
Mstep: Class 2 contains 132651 members 
Entering Unmasked Estep 
Score: -22037814.000000 Penalty: 6112.747070
	Iteration 3Q: 3 clusters Score -2.203781e+07 nChanged 12766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80803 members 
Mstep: Class 2 contains 144249 members 
Entering Unmasked Estep 
Score: -22044282.000000 Penalty: 6112.747070
	Iteration 4F: 3 clusters Score -2.204428e+07 nChanged 17345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 160764 members 
Entering Unmasked Estep 
Score: -22056790.000000 Penalty: 6112.747070
	Iteration 5F: 3 clusters Score -2.205679e+07 nChanged 20738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 180988 members 
Entering Unmasked Estep 
Score: -22075380.000000 Penalty: 6112.747070
	Iteration 6F: 3 clusters Score -2.207538e+07 nChanged 19329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 200085 members 
Entering Unmasked Estep 
Score: -22093896.000000 Penalty: 6112.747070
	Iteration 7F: 3 clusters Score -2.20939e+07 nChanged 12847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 212796 members 
Entering Unmasked Estep 
Score: -22105964.000000 Penalty: 6112.747070
	Iteration 8F: 3 clusters Score -2.210596e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 219013 members 
Entering Unmasked Estep 
Score: -22111278.000000 Penalty: 6112.747070
	Iteration 9Q: 3 clusters Score -2.211128e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 221732 members 
Entering Unmasked Estep 
Score: -22113576.000000 Penalty: 6112.747070
	Iteration 10Q: 3 clusters Score -2.211358e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 222984 members 
Entering Unmasked Estep 
Score: -22114806.000000 Penalty: 6112.747070
	Iteration 11Q: 3 clusters Score -2.211481e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 223591 members 
Entering Unmasked Estep 
Score: -22115270.000000 Penalty: 6112.747070
	Iteration 12Q: 3 clusters Score -2.211527e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 223874 members 
Entering Unmasked Estep 
Score: -22115548.000000 Penalty: 6112.747070
	Iteration 13Q: 3 clusters Score -2.211555e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 224028 members 
Entering Unmasked Estep 
Score: -22115664.000000 Penalty: 6112.747070
	Iteration 14Q: 3 clusters Score -2.211566e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 224106 members 
Entering Unmasked Estep 
Score: -22115764.000000 Penalty: 6112.747070
	Iteration 15Q: 3 clusters Score -2.211576e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 224131 members 
Entering Unmasked Estep 
Score: -22115830.000000 Penalty: 6112.747070
	Iteration 16Q: 3 clusters Score -2.211583e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 224151 members 
Entering Unmasked Estep 
Score: -22115870.000000 Penalty: 6112.747070
	Iteration 17Q: 3 clusters Score -2.211587e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 224169 members 
Entering Unmasked Estep 
Score: -22115916.000000 Penalty: 6112.747070
	Iteration 18Q: 3 clusters Score -2.211592e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 224189 members 
Entering Unmasked Estep 
Score: -22115914.000000 Penalty: 6112.747070
	Iteration 19Q: 3 clusters Score -2.211591e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 224203 members 
Entering Unmasked Estep 
Score: -22115932.000000 Penalty: 6112.747070
	Iteration 20F: 3 clusters Score -2.211593e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 224210 members 
Entering Unmasked Estep 
Score: -22115920.000000 Penalty: 6112.747070
	Iteration 21Q: 3 clusters Score -2.211592e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 224220 members 
Entering Unmasked Estep 
Score: -22115932.000000 Penalty: 6112.747070
	Iteration 22Q: 3 clusters Score -2.211593e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 224230 members 
Entering Unmasked Estep 
Score: -22115944.000000 Penalty: 6112.747070
	Iteration 23Q: 3 clusters Score -2.211594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 224240 members 
Entering Unmasked Estep 
Score: -22115978.000000 Penalty: 6112.747070
	Iteration 24Q: 3 clusters Score -2.211598e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 224254 members 
Entering Unmasked Estep 
Score: -22115984.000000 Penalty: 6112.747070
	Iteration 25Q: 3 clusters Score -2.211598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 224262 members 
Entering Unmasked Estep 
Score: -22115976.000000 Penalty: 6112.747070
	Iteration 26Q: 3 clusters Score -2.211598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 224268 members 
Entering Unmasked Estep 
Score: -22115974.000000 Penalty: 6112.747070
	Iteration 27Q: 3 clusters Score -2.211597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 224271 members 
Entering Unmasked Estep 
Score: -22115974.000000 Penalty: 6112.747070
	Iteration 28Q: 3 clusters Score -2.211597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 224272 members 
Entering Unmasked Estep 
Score: -22115986.000000 Penalty: 6112.747070
	Iteration 29Q: 3 clusters Score -2.211599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 224277 members 
Entering Unmasked Estep 
Score: -22115974.000000 Penalty: 6112.747070
	Iteration 30Q: 3 clusters Score -2.211597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 224279 members 
Entering Unmasked Estep 
Score: -22115984.000000 Penalty: 6112.747070
	Iteration 31Q: 3 clusters Score -2.211598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 224279 members 
Entering Unmasked Estep 
Score: -22115974.000000 Penalty: 6112.747070
	Iteration 32Q: 3 clusters Score -2.211597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 224282 members 
Entering Unmasked Estep 
Score: -22115982.000000 Penalty: 6112.747070
	Iteration 33Q: 3 clusters Score -2.211598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 224279 members 
Entering Unmasked Estep 
Score: -22115988.000000 Penalty: 6112.747070
	Iteration 34Q: 3 clusters Score -2.211599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 224278 members 
Entering Unmasked Estep 
Score: -22115990.000000 Penalty: 6112.747070
	Iteration 35Q: 3 clusters Score -2.211599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 224278 members 
Entering Unmasked Estep 
Score: -22115992.000000 Penalty: 6112.747070
	Iteration 36Q: 3 clusters Score -2.211599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 224273 members 
Entering Unmasked Estep 
Score: -22116000.000000 Penalty: 6112.747070
	Iteration 37Q: 3 clusters Score -2.2116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 224273 members 
Entering Unmasked Estep 
Score: -22116014.000000 Penalty: 6112.747070
	Iteration 38Q: 3 clusters Score -2.211601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 224275 members 
Entering Unmasked Estep 
Score: -22116004.000000 Penalty: 6112.747070
	Iteration 39Q: 3 clusters Score -2.2116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 224275 members 
Entering Unmasked Estep 
Score: -22116012.000000 Penalty: 6112.747070
	Iteration 40F: 3 clusters Score -2.211601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 224276 members 
Entering Unmasked Estep 
Score: -22116010.000000 Penalty: 6112.747070
	Iteration 41Q: 3 clusters Score -2.211601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 224279 members 
Entering Unmasked Estep 
Score: -22116004.000000 Penalty: 6112.747070
	Iteration 42Q: 3 clusters Score -2.2116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 224283 members 
Entering Unmasked Estep 
Score: -22116006.000000 Penalty: 6112.747070
	Iteration 43Q: 3 clusters Score -2.211601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 224283 members 
Entering Unmasked Estep 
Score: -22116000.000000 Penalty: 6112.747070
	Iteration 44Q: 3 clusters Score -2.2116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 224282 members 
Entering Unmasked Estep 
Score: -22115990.000000 Penalty: 6112.747070
	Iteration 45Q: 3 clusters Score -2.211599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 224282 members 
Entering Unmasked Estep 
Score: -22115990.000000 Penalty: 6112.747070
	Iteration 46F: 3 clusters Score -2.211599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65395 members 
Entering Unmasked Estep 
Score: -6335655.000000 Penalty: 2749.874023
	Iteration 0F: 2 clusters Score -6335655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -6291827.000000 Penalty: 5499.748047
	Iteration 0F: 3 clusters Score -6291827 nChanged 30431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -6308910.000000 Penalty: 5499.748047
	Iteration 1F: 3 clusters Score -6308910 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -6309614.500000 Penalty: 5499.748047
	Iteration 2Q: 3 clusters Score -6309614 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -6310450.000000 Penalty: 5499.748047
	Iteration 3Q: 3 clusters Score -6310450 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -6311685.000000 Penalty: 5499.748047
	Iteration 4Q: 3 clusters Score -6311685 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -6313682.000000 Penalty: 5499.748047
	Iteration 5F: 3 clusters Score -6313682 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -6316849.500000 Penalty: 5499.748047
	Iteration 6F: 3 clusters Score -6316850 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -6321153.000000 Penalty: 5499.748047
	Iteration 7F: 3 clusters Score -6321153 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 55552 members 
Entering Unmasked Estep 
Score: -6325699.500000 Penalty: 5499.748047
	Iteration 8F: 3 clusters Score -6325700 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 59135 members 
Entering Unmasked Estep 
Score: -6329115.000000 Penalty: 5499.748047
	Iteration 9F: 3 clusters Score -6329115 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -6331259.500000 Penalty: 5499.748047
	Iteration 10Q: 3 clusters Score -6331260 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -6332656.500000 Penalty: 5499.748047
	Iteration 11Q: 3 clusters Score -6332656 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -6333697.000000 Penalty: 5499.748047
	Iteration 12Q: 3 clusters Score -6333697 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
Score: -6334353.500000 Penalty: 5499.748047
	Iteration 13Q: 3 clusters Score -6334354 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -6334620.000000 Penalty: 5499.748047
	Iteration 14Q: 3 clusters Score -6334620 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -6334730.500000 Penalty: 5499.748047
	Iteration 15Q: 3 clusters Score -6334730 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 62417 members 
Entering Unmasked Estep 
Score: -6334789.000000 Penalty: 5499.748047
	Iteration 16Q: 3 clusters Score -6334789 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -6334844.500000 Penalty: 5499.748047
	Iteration 17Q: 3 clusters Score -6334844 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -6334888.000000 Penalty: 5499.748047
	Iteration 18Q: 3 clusters Score -6334888 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -6334913.500000 Penalty: 5499.748047
	Iteration 19Q: 3 clusters Score -6334914 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -6334953.500000 Penalty: 5499.748047
	Iteration 20F: 3 clusters Score -6334954 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -6334947.500000 Penalty: 5499.748047
	Iteration 21Q: 3 clusters Score -6334948 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
Score: -6334968.000000 Penalty: 5499.748047
	Iteration 22Q: 3 clusters Score -6334968 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 61694 members 
Entering Unmasked Estep 
Score: -6335021.500000 Penalty: 5499.748047
	Iteration 23Q: 3 clusters Score -6335022 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 61599 members 
Entering Unmasked Estep 
Score: -6335056.500000 Penalty: 5499.748047
	Iteration 24Q: 3 clusters Score -6335056 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -6335063.000000 Penalty: 5499.748047
	Iteration 25Q: 3 clusters Score -6335063 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 61448 members 
Entering Unmasked Estep 
Score: -6335066.500000 Penalty: 5499.748047
	Iteration 26Q: 3 clusters Score -6335066 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -6335085.500000 Penalty: 5499.748047
	Iteration 27Q: 3 clusters Score -6335086 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -6335130.000000 Penalty: 5499.748047
	Iteration 28Q: 3 clusters Score -6335130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -6335142.000000 Penalty: 5499.748047
	Iteration 29Q: 3 clusters Score -6335142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -6335140.500000 Penalty: 5499.748047
	Iteration 30Q: 3 clusters Score -6335140 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -6335133.500000 Penalty: 5499.748047
	Iteration 31Q: 3 clusters Score -6335134 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 61024 members 
Entering Unmasked Estep 
Score: -6335148.000000 Penalty: 5499.748047
	Iteration 32Q: 3 clusters Score -6335148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -6335174.000000 Penalty: 5499.748047
	Iteration 33Q: 3 clusters Score -6335174 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -6335189.500000 Penalty: 5499.748047
	Iteration 34Q: 3 clusters Score -6335190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -6335189.000000 Penalty: 5499.748047
	Iteration 35Q: 3 clusters Score -6335189 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -6335209.500000 Penalty: 5499.748047
	Iteration 36Q: 3 clusters Score -6335210 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 60670 members 
Entering Unmasked Estep 
Score: -6335240.000000 Penalty: 5499.748047
	Iteration 37Q: 3 clusters Score -6335240 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -6335225.000000 Penalty: 5499.748047
	Iteration 38Q: 3 clusters Score -6335225 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -6335230.000000 Penalty: 5499.748047
	Iteration 39Q: 3 clusters Score -6335230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -6335231.000000 Penalty: 5499.748047
	Iteration 40F: 3 clusters Score -6335231 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -6335253.500000 Penalty: 5499.748047
	Iteration 41Q: 3 clusters Score -6335254 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 60301 members 
Entering Unmasked Estep 
Score: -6335257.500000 Penalty: 5499.748047
	Iteration 42Q: 3 clusters Score -6335258 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -6335279.500000 Penalty: 5499.748047
	Iteration 43Q: 3 clusters Score -6335280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 60165 members 
Entering Unmasked Estep 
Score: -6335295.000000 Penalty: 5499.748047
	Iteration 44Q: 3 clusters Score -6335295 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 60111 members 
Entering Unmasked Estep 
Score: -6335295.000000 Penalty: 5499.748047
	Iteration 45Q: 3 clusters Score -6335295 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -6335302.000000 Penalty: 5499.748047
	Iteration 46Q: 3 clusters Score -6335302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -6335305.500000 Penalty: 5499.748047
	Iteration 47Q: 3 clusters Score -6335306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -6335310.000000 Penalty: 5499.748047
	Iteration 48Q: 3 clusters Score -6335310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
Score: -6335302.500000 Penalty: 5499.748047
	Iteration 49Q: 3 clusters Score -6335302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 59922 members 
Entering Unmasked Estep 
Score: -6335309.500000 Penalty: 5499.748047
	Iteration 50Q: 3 clusters Score -6335310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -6335325.000000 Penalty: 5499.748047
	Iteration 51Q: 3 clusters Score -6335325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -6335313.500000 Penalty: 5499.748047
	Iteration 52Q: 3 clusters Score -6335314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -6335316.500000 Penalty: 5499.748047
	Iteration 53Q: 3 clusters Score -6335316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
Score: -6335320.000000 Penalty: 5499.748047
	Iteration 54Q: 3 clusters Score -6335320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -6335323.500000 Penalty: 5499.748047
	Iteration 55Q: 3 clusters Score -6335324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 59894 members 
Entering Unmasked Estep 
Score: -6335320.500000 Penalty: 5499.748047
	Iteration 56Q: 3 clusters Score -6335320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -6335320.000000 Penalty: 5499.748047
	Iteration 57Q: 3 clusters Score -6335320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -6335323.500000 Penalty: 5499.748047
	Iteration 58Q: 3 clusters Score -6335324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -6335326.000000 Penalty: 5499.748047
	Iteration 59Q: 3 clusters Score -6335326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -6335328.000000 Penalty: 5499.748047
	Iteration 60F: 3 clusters Score -6335328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 59877 members 
Entering Unmasked Estep 
Score: -6335332.500000 Penalty: 5499.748047
	Iteration 61Q: 3 clusters Score -6335332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -6335333.000000 Penalty: 5499.748047
	Iteration 62Q: 3 clusters Score -6335333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 59872 members 
Entering Unmasked Estep 
Score: -6335327.000000 Penalty: 5499.748047
	Iteration 63Q: 3 clusters Score -6335327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 59872 members 
Entering Unmasked Estep 
Score: -6335327.000000 Penalty: 5499.748047
	Iteration 64F: 3 clusters Score -6335327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Entering Unmasked Estep 
Score: -2020106.750000 Penalty: 2476.593750
	Iteration 0F: 2 clusters Score -2020107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2004952.625000 Penalty: 4953.187500
	Iteration 0F: 3 clusters Score -2004953 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2010194.000000 Penalty: 4953.187500
	Iteration 1F: 3 clusters Score -2010194 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2010792.125000 Penalty: 4953.187500
	Iteration 2F: 3 clusters Score -2010792 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2011407.875000 Penalty: 4953.187500
	Iteration 3F: 3 clusters Score -2011408 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2012073.500000 Penalty: 4953.187500
	Iteration 4F: 3 clusters Score -2012074 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2012717.125000 Penalty: 4953.187500
	Iteration 5F: 3 clusters Score -2012717 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2013298.000000 Penalty: 4953.187500
	Iteration 6F: 3 clusters Score -2013298 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2013822.000000 Penalty: 4953.187500
	Iteration 7Q: 3 clusters Score -2013822 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2014293.375000 Penalty: 4953.187500
	Iteration 8Q: 3 clusters Score -2014293 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2014701.500000 Penalty: 4953.187500
	Iteration 9Q: 3 clusters Score -2014702 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2015066.375000 Penalty: 4953.187500
	Iteration 10Q: 3 clusters Score -2015066 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2015400.000000 Penalty: 4953.187500
	Iteration 11Q: 3 clusters Score -2015400 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2015675.750000 Penalty: 4953.187500
	Iteration 12Q: 3 clusters Score -2015676 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2015925.500000 Penalty: 4953.187500
	Iteration 13Q: 3 clusters Score -2015926 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2016156.125000 Penalty: 4953.187500
	Iteration 14Q: 3 clusters Score -2016156 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2016346.875000 Penalty: 4953.187500
	Iteration 15Q: 3 clusters Score -2016347 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2016485.875000 Penalty: 4953.187500
	Iteration 16Q: 3 clusters Score -2016486 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2016617.500000 Penalty: 4953.187500
	Iteration 17Q: 3 clusters Score -2016618 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2016745.625000 Penalty: 4953.187500
	Iteration 18Q: 3 clusters Score -2016746 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2016878.250000 Penalty: 4953.187500
	Iteration 19Q: 3 clusters Score -2016878 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2017004.000000 Penalty: 4953.187500
	Iteration 20F: 3 clusters Score -2017004 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2017114.625000 Penalty: 4953.187500
	Iteration 21Q: 3 clusters Score -2017115 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2017249.875000 Penalty: 4953.187500
	Iteration 22Q: 3 clusters Score -2017250 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2017425.500000 Penalty: 4953.187500
	Iteration 23Q: 3 clusters Score -2017426 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2017626.875000 Penalty: 4953.187500
	Iteration 24Q: 3 clusters Score -2017627 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2017867.500000 Penalty: 4953.187500
	Iteration 25Q: 3 clusters Score -2017868 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2018126.250000 Penalty: 4953.187500
	Iteration 26Q: 3 clusters Score -2018126 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2018350.375000 Penalty: 4953.187500
	Iteration 27Q: 3 clusters Score -2018350 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2018508.625000 Penalty: 4953.187500
	Iteration 28Q: 3 clusters Score -2018509 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2018613.500000 Penalty: 4953.187500
	Iteration 29Q: 3 clusters Score -2018614 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2018697.875000 Penalty: 4953.187500
	Iteration 30Q: 3 clusters Score -2018698 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2018758.125000 Penalty: 4953.187500
	Iteration 31Q: 3 clusters Score -2018758 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2018803.875000 Penalty: 4953.187500
	Iteration 32Q: 3 clusters Score -2018804 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2018842.625000 Penalty: 4953.187500
	Iteration 33Q: 3 clusters Score -2018843 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2018863.250000 Penalty: 4953.187500
	Iteration 34Q: 3 clusters Score -2018863 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2018891.375000 Penalty: 4953.187500
	Iteration 35Q: 3 clusters Score -2018891 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2018905.875000 Penalty: 4953.187500
	Iteration 36Q: 3 clusters Score -2018906 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2018913.750000 Penalty: 4953.187500
	Iteration 37Q: 3 clusters Score -2018914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2018924.750000 Penalty: 4953.187500
	Iteration 38Q: 3 clusters Score -2018925 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2018930.000000 Penalty: 4953.187500
	Iteration 39Q: 3 clusters Score -2018930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2018934.625000 Penalty: 4953.187500
	Iteration 40F: 3 clusters Score -2018935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2018938.875000 Penalty: 4953.187500
	Iteration 41Q: 3 clusters Score -2018939 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2018947.250000 Penalty: 4953.187500
	Iteration 42Q: 3 clusters Score -2018947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2018941.000000 Penalty: 4953.187500
	Iteration 43Q: 3 clusters Score -2018941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2018945.625000 Penalty: 4953.187500
	Iteration 44Q: 3 clusters Score -2018946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2018943.750000 Penalty: 4953.187500
	Iteration 45Q: 3 clusters Score -2018944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2018946.250000 Penalty: 4953.187500
	Iteration 46Q: 3 clusters Score -2018946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2018948.000000 Penalty: 4953.187500
	Iteration 47Q: 3 clusters Score -2018948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2018948.750000 Penalty: 4953.187500
	Iteration 48Q: 3 clusters Score -2018949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2018947.250000 Penalty: 4953.187500
	Iteration 49Q: 3 clusters Score -2018947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2018950.375000 Penalty: 4953.187500
	Iteration 50Q: 3 clusters Score -2018950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2018952.625000 Penalty: 4953.187500
	Iteration 51Q: 3 clusters Score -2018953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2018952.625000 Penalty: 4953.187500
	Iteration 52Q: 3 clusters Score -2018953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2018952.625000 Penalty: 4953.187500
	Iteration 53F: 3 clusters Score -2018953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Entering Unmasked Estep 
Score: -844436.125000 Penalty: 2248.083252
	Iteration 0F: 2 clusters Score -844436.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -837596.687500 Penalty: 4496.166504
	Iteration 0F: 3 clusters Score -837596.7 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -839470.187500 Penalty: 4496.166504
	Iteration 1F: 3 clusters Score -839470.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -839764.187500 Penalty: 4496.166504
	Iteration 2F: 3 clusters Score -839764.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -839992.500000 Penalty: 4496.166504
	Iteration 3F: 3 clusters Score -839992.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -840225.562500 Penalty: 4496.166504
	Iteration 4Q: 3 clusters Score -840225.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -840476.937500 Penalty: 4496.166504
	Iteration 5F: 3 clusters Score -840476.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -840687.875000 Penalty: 4496.166504
	Iteration 6Q: 3 clusters Score -840687.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -840898.375000 Penalty: 4496.166504
	Iteration 7Q: 3 clusters Score -840898.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -841101.125000 Penalty: 4496.166504
	Iteration 8Q: 3 clusters Score -841101.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -841285.062500 Penalty: 4496.166504
	Iteration 9Q: 3 clusters Score -841285.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -841446.312500 Penalty: 4496.166504
	Iteration 10Q: 3 clusters Score -841446.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -841569.000000 Penalty: 4496.166504
	Iteration 11Q: 3 clusters Score -841569 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -841694.687500 Penalty: 4496.166504
	Iteration 12Q: 3 clusters Score -841694.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -841803.187500 Penalty: 4496.166504
	Iteration 13Q: 3 clusters Score -841803.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -841909.687500 Penalty: 4496.166504
	Iteration 14Q: 3 clusters Score -841909.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -841997.750000 Penalty: 4496.166504
	Iteration 15Q: 3 clusters Score -841997.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -842089.187500 Penalty: 4496.166504
	Iteration 16Q: 3 clusters Score -842089.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -842176.187500 Penalty: 4496.166504
	Iteration 17Q: 3 clusters Score -842176.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -842236.875000 Penalty: 4496.166504
	Iteration 18Q: 3 clusters Score -842236.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -842290.000000 Penalty: 4496.166504
	Iteration 19Q: 3 clusters Score -842290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -842337.312500 Penalty: 4496.166504
	Iteration 20F: 3 clusters Score -842337.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -842380.250000 Penalty: 4496.166504
	Iteration 21Q: 3 clusters Score -842380.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -842408.500000 Penalty: 4496.166504
	Iteration 22Q: 3 clusters Score -842408.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -842429.812500 Penalty: 4496.166504
	Iteration 23Q: 3 clusters Score -842429.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -842459.375000 Penalty: 4496.166504
	Iteration 24Q: 3 clusters Score -842459.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -842501.000000 Penalty: 4496.166504
	Iteration 25Q: 3 clusters Score -842501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -842537.437500 Penalty: 4496.166504
	Iteration 26Q: 3 clusters Score -842537.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -842574.437500 Penalty: 4496.166504
	Iteration 27Q: 3 clusters Score -842574.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -842605.375000 Penalty: 4496.166504
	Iteration 28Q: 3 clusters Score -842605.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -842624.375000 Penalty: 4496.166504
	Iteration 29Q: 3 clusters Score -842624.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -842633.687500 Penalty: 4496.166504
	Iteration 30Q: 3 clusters Score -842633.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -842637.437500 Penalty: 4496.166504
	Iteration 31Q: 3 clusters Score -842637.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -842641.125000 Penalty: 4496.166504
	Iteration 32Q: 3 clusters Score -842641.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -842643.812500 Penalty: 4496.166504
	Iteration 33Q: 3 clusters Score -842643.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -842646.875000 Penalty: 4496.166504
	Iteration 34Q: 3 clusters Score -842646.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -842649.375000 Penalty: 4496.166504
	Iteration 35Q: 3 clusters Score -842649.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -842651.187500 Penalty: 4496.166504
	Iteration 36Q: 3 clusters Score -842651.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -842654.000000 Penalty: 4496.166504
	Iteration 37Q: 3 clusters Score -842654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -842655.250000 Penalty: 4496.166504
	Iteration 38Q: 3 clusters Score -842655.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -842658.687500 Penalty: 4496.166504
	Iteration 39Q: 3 clusters Score -842658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -842662.125000 Penalty: 4496.166504
	Iteration 40F: 3 clusters Score -842662.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -842664.312500 Penalty: 4496.166504
	Iteration 41Q: 3 clusters Score -842664.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -842665.062500 Penalty: 4496.166504
	Iteration 42Q: 3 clusters Score -842665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -842665.687500 Penalty: 4496.166504
	Iteration 43Q: 3 clusters Score -842665.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -842666.687500 Penalty: 4496.166504
	Iteration 44Q: 3 clusters Score -842666.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -842667.500000 Penalty: 4496.166504
	Iteration 45Q: 3 clusters Score -842667.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -842667.500000 Penalty: 4496.166504
	Iteration 46F: 3 clusters Score -842667.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (220544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220544 members 
Entering Unmasked Estep 
Score: -21575152.000000 Penalty: 3051.355225
	Iteration 0F: 2 clusters Score -2.157515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110433 members 
Mstep: Class 2 contains 110111 members 
Entering Unmasked Estep 
Score: -21430238.000000 Penalty: 6102.710449
	Iteration 0F: 3 clusters Score -2.143024e+07 nChanged 106073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114076 members 
Mstep: Class 2 contains 106468 members 
Entering Unmasked Estep 
Score: -21492264.000000 Penalty: 6102.710449
	Iteration 1F: 3 clusters Score -2.149226e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116459 members 
Mstep: Class 2 contains 104085 members 
Entering Unmasked Estep 
Score: -21493656.000000 Penalty: 6102.710449
	Iteration 2Q: 3 clusters Score -2.149366e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120391 members 
Mstep: Class 2 contains 100153 members 
Entering Unmasked Estep 
Score: -21495550.000000 Penalty: 6102.710449
	Iteration 3Q: 3 clusters Score -2.149555e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126622 members 
Mstep: Class 2 contains 93922 members 
Entering Unmasked Estep 
Score: -21498302.000000 Penalty: 6102.710449
	Iteration 4Q: 3 clusters Score -2.14983e+07 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136137 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -21503302.000000 Penalty: 6102.710449
	Iteration 5Q: 3 clusters Score -2.15033e+07 nChanged 14382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149637 members 
Mstep: Class 2 contains 70907 members 
Entering Unmasked Estep 
Score: -21512200.000000 Penalty: 6102.710449
	Iteration 6F: 3 clusters Score -2.15122e+07 nChanged 17974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167151 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -21526094.000000 Penalty: 6102.710449
	Iteration 7F: 3 clusters Score -2.152609e+07 nChanged 19019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186000 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -21543150.000000 Penalty: 6102.710449
	Iteration 8F: 3 clusters Score -2.154315e+07 nChanged 15755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201683 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -21557292.000000 Penalty: 6102.710449
	Iteration 9F: 3 clusters Score -2.155729e+07 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211460 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -21565894.000000 Penalty: 6102.710449
	Iteration 10Q: 3 clusters Score -2.156589e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216313 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -21569808.000000 Penalty: 6102.710449
	Iteration 11Q: 3 clusters Score -2.156981e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218387 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -21571488.000000 Penalty: 6102.710449
	Iteration 12Q: 3 clusters Score -2.157149e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219138 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -21572146.000000 Penalty: 6102.710449
	Iteration 13Q: 3 clusters Score -2.157215e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219428 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -21572408.000000 Penalty: 6102.710449
	Iteration 14Q: 3 clusters Score -2.157241e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219571 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -21572544.000000 Penalty: 6102.710449
	Iteration 15Q: 3 clusters Score -2.157254e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219640 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -21572610.000000 Penalty: 6102.710449
	Iteration 16Q: 3 clusters Score -2.157261e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219687 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -21572670.000000 Penalty: 6102.710449
	Iteration 17Q: 3 clusters Score -2.157267e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219715 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -21572700.000000 Penalty: 6102.710449
	Iteration 18Q: 3 clusters Score -2.15727e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219730 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -21572700.000000 Penalty: 6102.710449
	Iteration 19Q: 3 clusters Score -2.15727e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219742 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -21572734.000000 Penalty: 6102.710449
	Iteration 20F: 3 clusters Score -2.157273e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219751 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -21572728.000000 Penalty: 6102.710449
	Iteration 21Q: 3 clusters Score -2.157273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219751 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -21572722.000000 Penalty: 6102.710449
	Iteration 22Q: 3 clusters Score -2.157272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219752 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -21572730.000000 Penalty: 6102.710449
	Iteration 23Q: 3 clusters Score -2.157273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219750 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -21572718.000000 Penalty: 6102.710449
	Iteration 24Q: 3 clusters Score -2.157272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219752 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -21572716.000000 Penalty: 6102.710449
	Iteration 25Q: 3 clusters Score -2.157272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219755 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -21572722.000000 Penalty: 6102.710449
	Iteration 26Q: 3 clusters Score -2.157272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219758 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -21572716.000000 Penalty: 6102.710449
	Iteration 27Q: 3 clusters Score -2.157272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219760 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -21572726.000000 Penalty: 6102.710449
	Iteration 28Q: 3 clusters Score -2.157273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219761 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -21572728.000000 Penalty: 6102.710449
	Iteration 29Q: 3 clusters Score -2.157273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219760 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -21572716.000000 Penalty: 6102.710449
	Iteration 30Q: 3 clusters Score -2.157272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219760 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -21572716.000000 Penalty: 6102.710449
	Iteration 31F: 3 clusters Score -2.157272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -787310.562500 Penalty: 2244.500732
	Iteration 0F: 2 clusters Score -787310.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -780586.437500 Penalty: 4489.001465
	Iteration 0F: 3 clusters Score -780586.4 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -782640.187500 Penalty: 4489.001465
	Iteration 1F: 3 clusters Score -782640.2 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -783089.625000 Penalty: 4489.001465
	Iteration 2F: 3 clusters Score -783089.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -783488.250000 Penalty: 4489.001465
	Iteration 3F: 3 clusters Score -783488.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -783929.312500 Penalty: 4489.001465
	Iteration 4F: 3 clusters Score -783929.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -784379.937500 Penalty: 4489.001465
	Iteration 5F: 3 clusters Score -784379.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -784737.000000 Penalty: 4489.001465
	Iteration 6F: 3 clusters Score -784737 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -785041.500000 Penalty: 4489.001465
	Iteration 7F: 3 clusters Score -785041.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -785237.125000 Penalty: 4489.001465
	Iteration 8Q: 3 clusters Score -785237.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -785340.437500 Penalty: 4489.001465
	Iteration 9Q: 3 clusters Score -785340.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -785405.125000 Penalty: 4489.001465
	Iteration 10Q: 3 clusters Score -785405.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -785449.812500 Penalty: 4489.001465
	Iteration 11Q: 3 clusters Score -785449.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -785472.875000 Penalty: 4489.001465
	Iteration 12Q: 3 clusters Score -785472.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -785487.937500 Penalty: 4489.001465
	Iteration 13Q: 3 clusters Score -785487.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -785499.312500 Penalty: 4489.001465
	Iteration 14Q: 3 clusters Score -785499.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -785508.062500 Penalty: 4489.001465
	Iteration 15Q: 3 clusters Score -785508.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -785515.000000 Penalty: 4489.001465
	Iteration 16Q: 3 clusters Score -785515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -785520.875000 Penalty: 4489.001465
	Iteration 17Q: 3 clusters Score -785520.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -785526.875000 Penalty: 4489.001465
	Iteration 18Q: 3 clusters Score -785526.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -785530.562500 Penalty: 4489.001465
	Iteration 19Q: 3 clusters Score -785530.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -785536.125000 Penalty: 4489.001465
	Iteration 20F: 3 clusters Score -785536.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -785539.000000 Penalty: 4489.001465
	Iteration 21Q: 3 clusters Score -785539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -785541.500000 Penalty: 4489.001465
	Iteration 22Q: 3 clusters Score -785541.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -785543.312500 Penalty: 4489.001465
	Iteration 23Q: 3 clusters Score -785543.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -785543.562500 Penalty: 4489.001465
	Iteration 24Q: 3 clusters Score -785543.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -785543.812500 Penalty: 4489.001465
	Iteration 25Q: 3 clusters Score -785543.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -785548.187500 Penalty: 4489.001465
	Iteration 26Q: 3 clusters Score -785548.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -785549.625000 Penalty: 4489.001465
	Iteration 27Q: 3 clusters Score -785549.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -785552.875000 Penalty: 4489.001465
	Iteration 28Q: 3 clusters Score -785552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -785552.062500 Penalty: 4489.001465
	Iteration 29Q: 3 clusters Score -785552.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -785553.687500 Penalty: 4489.001465
	Iteration 30Q: 3 clusters Score -785553.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -785557.500000 Penalty: 4489.001465
	Iteration 31Q: 3 clusters Score -785557.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -785555.500000 Penalty: 4489.001465
	Iteration 32Q: 3 clusters Score -785555.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -785557.687500 Penalty: 4489.001465
	Iteration 33Q: 3 clusters Score -785557.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -785556.562500 Penalty: 4489.001465
	Iteration 34Q: 3 clusters Score -785556.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -785557.187500 Penalty: 4489.001465
	Iteration 35Q: 3 clusters Score -785557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -785558.000000 Penalty: 4489.001465
	Iteration 36Q: 3 clusters Score -785558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -785558.562500 Penalty: 4489.001465
	Iteration 37Q: 3 clusters Score -785558.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -785559.500000 Penalty: 4489.001465
	Iteration 38Q: 3 clusters Score -785559.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -785559.437500 Penalty: 4489.001465
	Iteration 39Q: 3 clusters Score -785559.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -785561.000000 Penalty: 4489.001465
	Iteration 40F: 3 clusters Score -785561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -785562.812500 Penalty: 4489.001465
	Iteration 41Q: 3 clusters Score -785562.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -785563.687500 Penalty: 4489.001465
	Iteration 42Q: 3 clusters Score -785563.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -785564.500000 Penalty: 4489.001465
	Iteration 43Q: 3 clusters Score -785564.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -785565.062500 Penalty: 4489.001465
	Iteration 44Q: 3 clusters Score -785565.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -785568.625000 Penalty: 4489.001465
	Iteration 45Q: 3 clusters Score -785568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -785567.687500 Penalty: 4489.001465
	Iteration 46Q: 3 clusters Score -785567.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -785568.500000 Penalty: 4489.001465
	Iteration 47Q: 3 clusters Score -785568.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -785570.062500 Penalty: 4489.001465
	Iteration 48Q: 3 clusters Score -785570.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -785569.937500 Penalty: 4489.001465
	Iteration 49Q: 3 clusters Score -785569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -785569.937500 Penalty: 4489.001465
	Iteration 50F: 3 clusters Score -785569.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Entering Unmasked Estep 
Score: -877887.812500 Penalty: 2265.953613
	Iteration 0F: 2 clusters Score -877887.8 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 4634 members 
Entering Unmasked Estep 
Score: -870768.250000 Penalty: 4531.907227
	Iteration 0F: 3 clusters Score -870768.2 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -872799.250000 Penalty: 4531.907227
	Iteration 1F: 3 clusters Score -872799.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -873087.250000 Penalty: 4531.907227
	Iteration 2F: 3 clusters Score -873087.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -873262.500000 Penalty: 4531.907227
	Iteration 3Q: 3 clusters Score -873262.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -873410.812500 Penalty: 4531.907227
	Iteration 4Q: 3 clusters Score -873410.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -873576.562500 Penalty: 4531.907227
	Iteration 5Q: 3 clusters Score -873576.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -873740.500000 Penalty: 4531.907227
	Iteration 6Q: 3 clusters Score -873740.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -873900.250000 Penalty: 4531.907227
	Iteration 7Q: 3 clusters Score -873900.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -874019.000000 Penalty: 4531.907227
	Iteration 8Q: 3 clusters Score -874019 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -874124.125000 Penalty: 4531.907227
	Iteration 9Q: 3 clusters Score -874124.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -874231.687500 Penalty: 4531.907227
	Iteration 10Q: 3 clusters Score -874231.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -874310.500000 Penalty: 4531.907227
	Iteration 11Q: 3 clusters Score -874310.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -874398.875000 Penalty: 4531.907227
	Iteration 12Q: 3 clusters Score -874398.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -874503.000000 Penalty: 4531.907227
	Iteration 13Q: 3 clusters Score -874503 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -874610.500000 Penalty: 4531.907227
	Iteration 14Q: 3 clusters Score -874610.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -874730.937500 Penalty: 4531.907227
	Iteration 15Q: 3 clusters Score -874730.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -874867.187500 Penalty: 4531.907227
	Iteration 16Q: 3 clusters Score -874867.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -874994.062500 Penalty: 4531.907227
	Iteration 17Q: 3 clusters Score -874994.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -875119.437500 Penalty: 4531.907227
	Iteration 18Q: 3 clusters Score -875119.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -875234.562500 Penalty: 4531.907227
	Iteration 19Q: 3 clusters Score -875234.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -875327.437500 Penalty: 4531.907227
	Iteration 20F: 3 clusters Score -875327.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -875417.687500 Penalty: 4531.907227
	Iteration 21Q: 3 clusters Score -875417.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -875507.312500 Penalty: 4531.907227
	Iteration 22Q: 3 clusters Score -875507.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -875577.625000 Penalty: 4531.907227
	Iteration 23Q: 3 clusters Score -875577.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -875638.562500 Penalty: 4531.907227
	Iteration 24Q: 3 clusters Score -875638.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -875693.625000 Penalty: 4531.907227
	Iteration 25Q: 3 clusters Score -875693.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -875733.812500 Penalty: 4531.907227
	Iteration 26Q: 3 clusters Score -875733.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -875771.437500 Penalty: 4531.907227
	Iteration 27Q: 3 clusters Score -875771.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -875801.875000 Penalty: 4531.907227
	Iteration 28Q: 3 clusters Score -875801.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -875829.562500 Penalty: 4531.907227
	Iteration 29Q: 3 clusters Score -875829.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -875862.375000 Penalty: 4531.907227
	Iteration 30Q: 3 clusters Score -875862.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -875893.562500 Penalty: 4531.907227
	Iteration 31Q: 3 clusters Score -875893.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -875942.000000 Penalty: 4531.907227
	Iteration 32Q: 3 clusters Score -875942 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -875998.625000 Penalty: 4531.907227
	Iteration 33Q: 3 clusters Score -875998.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -876056.250000 Penalty: 4531.907227
	Iteration 34Q: 3 clusters Score -876056.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -876115.312500 Penalty: 4531.907227
	Iteration 35Q: 3 clusters Score -876115.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -876165.187500 Penalty: 4531.907227
	Iteration 36Q: 3 clusters Score -876165.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -876206.937500 Penalty: 4531.907227
	Iteration 37Q: 3 clusters Score -876206.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -876245.375000 Penalty: 4531.907227
	Iteration 38Q: 3 clusters Score -876245.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -876280.687500 Penalty: 4531.907227
	Iteration 39Q: 3 clusters Score -876280.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -876316.250000 Penalty: 4531.907227
	Iteration 40F: 3 clusters Score -876316.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -876338.500000 Penalty: 4531.907227
	Iteration 41Q: 3 clusters Score -876338.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -876361.312500 Penalty: 4531.907227
	Iteration 42Q: 3 clusters Score -876361.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -876383.000000 Penalty: 4531.907227
	Iteration 43Q: 3 clusters Score -876383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -876398.750000 Penalty: 4531.907227
	Iteration 44Q: 3 clusters Score -876398.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -876405.312500 Penalty: 4531.907227
	Iteration 45Q: 3 clusters Score -876405.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -876411.187500 Penalty: 4531.907227
	Iteration 46Q: 3 clusters Score -876411.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -876414.937500 Penalty: 4531.907227
	Iteration 47Q: 3 clusters Score -876414.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -876417.437500 Penalty: 4531.907227
	Iteration 48Q: 3 clusters Score -876417.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -876417.250000 Penalty: 4531.907227
	Iteration 49Q: 3 clusters Score -876417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -876420.625000 Penalty: 4531.907227
	Iteration 50Q: 3 clusters Score -876420.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -876419.312500 Penalty: 4531.907227
	Iteration 51Q: 3 clusters Score -876419.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -876421.187500 Penalty: 4531.907227
	Iteration 52Q: 3 clusters Score -876421.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -876423.812500 Penalty: 4531.907227
	Iteration 53Q: 3 clusters Score -876423.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -876426.750000 Penalty: 4531.907227
	Iteration 54Q: 3 clusters Score -876426.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -876424.687500 Penalty: 4531.907227
	Iteration 55Q: 3 clusters Score -876424.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -876426.125000 Penalty: 4531.907227
	Iteration 56Q: 3 clusters Score -876426.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -876427.062500 Penalty: 4531.907227
	Iteration 57Q: 3 clusters Score -876427.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -876430.000000 Penalty: 4531.907227
	Iteration 58Q: 3 clusters Score -876430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -876431.500000 Penalty: 4531.907227
	Iteration 59Q: 3 clusters Score -876431.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -876433.000000 Penalty: 4531.907227
	Iteration 60F: 3 clusters Score -876433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -876432.312500 Penalty: 4531.907227
	Iteration 61Q: 3 clusters Score -876432.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -876433.437500 Penalty: 4531.907227
	Iteration 62Q: 3 clusters Score -876433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -876433.375000 Penalty: 4531.907227
	Iteration 63Q: 3 clusters Score -876433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -876433.500000 Penalty: 4531.907227
	Iteration 64Q: 3 clusters Score -876433.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -876435.687500 Penalty: 4531.907227
	Iteration 65Q: 3 clusters Score -876435.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -876437.125000 Penalty: 4531.907227
	Iteration 66Q: 3 clusters Score -876437.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -876437.562500 Penalty: 4531.907227
	Iteration 67Q: 3 clusters Score -876437.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -876436.125000 Penalty: 4531.907227
	Iteration 68Q: 3 clusters Score -876436.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -876439.625000 Penalty: 4531.907227
	Iteration 69Q: 3 clusters Score -876439.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -876442.312500 Penalty: 4531.907227
	Iteration 70Q: 3 clusters Score -876442.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -876444.437500 Penalty: 4531.907227
	Iteration 71Q: 3 clusters Score -876444.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -876445.375000 Penalty: 4531.907227
	Iteration 72Q: 3 clusters Score -876445.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -876444.250000 Penalty: 4531.907227
	Iteration 73Q: 3 clusters Score -876444.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -876445.187500 Penalty: 4531.907227
	Iteration 74Q: 3 clusters Score -876445.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -876447.312500 Penalty: 4531.907227
	Iteration 75Q: 3 clusters Score -876447.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -876448.062500 Penalty: 4531.907227
	Iteration 76Q: 3 clusters Score -876448.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -876447.187500 Penalty: 4531.907227
	Iteration 77Q: 3 clusters Score -876447.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -876448.312500 Penalty: 4531.907227
	Iteration 78Q: 3 clusters Score -876448.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -876448.250000 Penalty: 4531.907227
	Iteration 79Q: 3 clusters Score -876448.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -876448.250000 Penalty: 4531.907227
	Iteration 80F: 3 clusters Score -876448.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -177423.937500 Penalty: 1868.223389
	Iteration 0F: 2 clusters Score -177423.9 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 945 members 
Entering Unmasked Estep 
Score: -174897.109375 Penalty: 3736.446777
	Iteration 0F: 3 clusters Score -174897.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -175357.234375 Penalty: 3736.446777
	Iteration 1F: 3 clusters Score -175357.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -175474.687500 Penalty: 3736.446777
	Iteration 2F: 3 clusters Score -175474.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -175537.953125 Penalty: 3736.446777
	Iteration 3Q: 3 clusters Score -175538 nChanged 48
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: -175580.187500 Penalty: 3736.446777
	Iteration 4Q: 3 clusters Score -175580.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -175608.640625 Penalty: 3736.446777
	Iteration 5Q: 3 clusters Score -175608.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -175629.296875 Penalty: 3736.446777
	Iteration 6Q: 3 clusters Score -175629.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -175647.843750 Penalty: 3736.446777
	Iteration 7Q: 3 clusters Score -175647.8 nChanged 22
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: -175664.375000 Penalty: 3736.446777
	Iteration 8Q: 3 clusters Score -175664.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -175674.593750 Penalty: 3736.446777
	Iteration 9Q: 3 clusters Score -175674.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -175681.203125 Penalty: 3736.446777
	Iteration 10Q: 3 clusters Score -175681.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -175688.906250 Penalty: 3736.446777
	Iteration 11Q: 3 clusters Score -175688.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -175697.328125 Penalty: 3736.446777
	Iteration 12Q: 3 clusters Score -175697.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -175699.453125 Penalty: 3736.446777
	Iteration 13Q: 3 clusters Score -175699.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -175699.453125 Penalty: 3736.446777
	Iteration 14F: 3 clusters Score -175699.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Entering Unmasked Estep 
Score: -508873.937500 Penalty: 2132.038330
	Iteration 0F: 2 clusters Score -508873.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -504083.250000 Penalty: 4264.076660
	Iteration 0F: 3 clusters Score -504083.2 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -505239.781250 Penalty: 4264.076660
	Iteration 1F: 3 clusters Score -505239.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -505479.000000 Penalty: 4264.076660
	Iteration 2F: 3 clusters Score -505479 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -505627.062500 Penalty: 4264.076660
	Iteration 3F: 3 clusters Score -505627.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -505737.718750 Penalty: 4264.076660
	Iteration 4Q: 3 clusters Score -505737.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -505848.500000 Penalty: 4264.076660
	Iteration 5Q: 3 clusters Score -505848.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -505967.968750 Penalty: 4264.076660
	Iteration 6Q: 3 clusters Score -505968 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -506079.187500 Penalty: 4264.076660
	Iteration 7Q: 3 clusters Score -506079.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -506192.375000 Penalty: 4264.076660
	Iteration 8Q: 3 clusters Score -506192.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -506294.750000 Penalty: 4264.076660
	Iteration 9Q: 3 clusters Score -506294.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -506384.000000 Penalty: 4264.076660
	Iteration 10Q: 3 clusters Score -506384 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -506464.156250 Penalty: 4264.076660
	Iteration 11Q: 3 clusters Score -506464.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -506528.968750 Penalty: 4264.076660
	Iteration 12Q: 3 clusters Score -506529 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -506608.750000 Penalty: 4264.076660
	Iteration 13Q: 3 clusters Score -506608.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -506690.406250 Penalty: 4264.076660
	Iteration 14Q: 3 clusters Score -506690.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -506758.406250 Penalty: 4264.076660
	Iteration 15Q: 3 clusters Score -506758.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -506821.468750 Penalty: 4264.076660
	Iteration 16Q: 3 clusters Score -506821.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -506882.437500 Penalty: 4264.076660
	Iteration 17Q: 3 clusters Score -506882.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -506958.250000 Penalty: 4264.076660
	Iteration 18Q: 3 clusters Score -506958.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -507049.468750 Penalty: 4264.076660
	Iteration 19Q: 3 clusters Score -507049.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -507147.406250 Penalty: 4264.076660
	Iteration 20F: 3 clusters Score -507147.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -507261.312500 Penalty: 4264.076660
	Iteration 21Q: 3 clusters Score -507261.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -507388.968750 Penalty: 4264.076660
	Iteration 22Q: 3 clusters Score -507389 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -507516.406250 Penalty: 4264.076660
	Iteration 23Q: 3 clusters Score -507516.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -507654.343750 Penalty: 4264.076660
	Iteration 24Q: 3 clusters Score -507654.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -507795.031250 Penalty: 4264.076660
	Iteration 25Q: 3 clusters Score -507795 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -507923.437500 Penalty: 4264.076660
	Iteration 26Q: 3 clusters Score -507923.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -508041.656250 Penalty: 4264.076660
	Iteration 27Q: 3 clusters Score -508041.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -508131.718750 Penalty: 4264.076660
	Iteration 28Q: 3 clusters Score -508131.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -508194.406250 Penalty: 4264.076660
	Iteration 29Q: 3 clusters Score -508194.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -508233.656250 Penalty: 4264.076660
	Iteration 30Q: 3 clusters Score -508233.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -508252.343750 Penalty: 4264.076660
	Iteration 31Q: 3 clusters Score -508252.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -508267.375000 Penalty: 4264.076660
	Iteration 32Q: 3 clusters Score -508267.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -508277.875000 Penalty: 4264.076660
	Iteration 33Q: 3 clusters Score -508277.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -508284.000000 Penalty: 4264.076660
	Iteration 34Q: 3 clusters Score -508284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -508292.531250 Penalty: 4264.076660
	Iteration 35Q: 3 clusters Score -508292.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -508298.437500 Penalty: 4264.076660
	Iteration 36Q: 3 clusters Score -508298.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -508299.593750 Penalty: 4264.076660
	Iteration 37Q: 3 clusters Score -508299.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -508300.343750 Penalty: 4264.076660
	Iteration 38Q: 3 clusters Score -508300.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -508301.468750 Penalty: 4264.076660
	Iteration 39Q: 3 clusters Score -508301.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -508301.468750 Penalty: 4264.076660
	Iteration 40F: 3 clusters Score -508301.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Entering Unmasked Estep 
Score: -485427.812500 Penalty: 2122.800049
	Iteration 0F: 2 clusters Score -485427.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -480823.500000 Penalty: 4245.600098
	Iteration 0F: 3 clusters Score -480823.5 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -482033.562500 Penalty: 4245.600098
	Iteration 1F: 3 clusters Score -482033.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -482363.781250 Penalty: 4245.600098
	Iteration 2F: 3 clusters Score -482363.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -482561.781250 Penalty: 4245.600098
	Iteration 3F: 3 clusters Score -482561.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -482667.687500 Penalty: 4245.600098
	Iteration 4Q: 3 clusters Score -482667.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -482748.656250 Penalty: 4245.600098
	Iteration 5Q: 3 clusters Score -482748.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -482816.812500 Penalty: 4245.600098
	Iteration 6Q: 3 clusters Score -482816.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -482874.218750 Penalty: 4245.600098
	Iteration 7Q: 3 clusters Score -482874.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -482931.593750 Penalty: 4245.600098
	Iteration 8Q: 3 clusters Score -482931.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -482985.656250 Penalty: 4245.600098
	Iteration 9Q: 3 clusters Score -482985.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -483057.656250 Penalty: 4245.600098
	Iteration 10Q: 3 clusters Score -483057.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -483138.937500 Penalty: 4245.600098
	Iteration 11Q: 3 clusters Score -483138.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -483220.750000 Penalty: 4245.600098
	Iteration 12Q: 3 clusters Score -483220.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -483297.937500 Penalty: 4245.600098
	Iteration 13Q: 3 clusters Score -483297.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -483360.406250 Penalty: 4245.600098
	Iteration 14Q: 3 clusters Score -483360.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -483427.656250 Penalty: 4245.600098
	Iteration 15Q: 3 clusters Score -483427.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -483509.437500 Penalty: 4245.600098
	Iteration 16Q: 3 clusters Score -483509.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -483587.687500 Penalty: 4245.600098
	Iteration 17Q: 3 clusters Score -483587.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -483644.312500 Penalty: 4245.600098
	Iteration 18Q: 3 clusters Score -483644.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -483689.375000 Penalty: 4245.600098
	Iteration 19Q: 3 clusters Score -483689.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -483729.218750 Penalty: 4245.600098
	Iteration 20F: 3 clusters Score -483729.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -483756.875000 Penalty: 4245.600098
	Iteration 21Q: 3 clusters Score -483756.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -483785.593750 Penalty: 4245.600098
	Iteration 22Q: 3 clusters Score -483785.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -483822.437500 Penalty: 4245.600098
	Iteration 23Q: 3 clusters Score -483822.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -483853.312500 Penalty: 4245.600098
	Iteration 24Q: 3 clusters Score -483853.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -483880.062500 Penalty: 4245.600098
	Iteration 25Q: 3 clusters Score -483880.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -483906.375000 Penalty: 4245.600098
	Iteration 26Q: 3 clusters Score -483906.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -483936.781250 Penalty: 4245.600098
	Iteration 27Q: 3 clusters Score -483936.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -483968.437500 Penalty: 4245.600098
	Iteration 28Q: 3 clusters Score -483968.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -484000.625000 Penalty: 4245.600098
	Iteration 29Q: 3 clusters Score -484000.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -484028.312500 Penalty: 4245.600098
	Iteration 30Q: 3 clusters Score -484028.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -484055.687500 Penalty: 4245.600098
	Iteration 31Q: 3 clusters Score -484055.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -484083.000000 Penalty: 4245.600098
	Iteration 32Q: 3 clusters Score -484083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -484109.406250 Penalty: 4245.600098
	Iteration 33Q: 3 clusters Score -484109.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -484124.875000 Penalty: 4245.600098
	Iteration 34Q: 3 clusters Score -484124.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -484136.718750 Penalty: 4245.600098
	Iteration 35Q: 3 clusters Score -484136.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -484150.718750 Penalty: 4245.600098
	Iteration 36Q: 3 clusters Score -484150.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -484158.593750 Penalty: 4245.600098
	Iteration 37Q: 3 clusters Score -484158.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -484165.125000 Penalty: 4245.600098
	Iteration 38Q: 3 clusters Score -484165.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -484174.093750 Penalty: 4245.600098
	Iteration 39Q: 3 clusters Score -484174.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -484179.187500 Penalty: 4245.600098
	Iteration 40F: 3 clusters Score -484179.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -484182.406250 Penalty: 4245.600098
	Iteration 41Q: 3 clusters Score -484182.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -484183.125000 Penalty: 4245.600098
	Iteration 42Q: 3 clusters Score -484183.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -484185.125000 Penalty: 4245.600098
	Iteration 43Q: 3 clusters Score -484185.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -484185.125000 Penalty: 4245.600098
	Iteration 44F: 3 clusters Score -484185.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Entering Unmasked Estep 
Score: -818882.812500 Penalty: 2251.133789
	Iteration 0F: 2 clusters Score -818882.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -811947.687500 Penalty: 4502.267578
	Iteration 0F: 3 clusters Score -811947.7 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -813905.812500 Penalty: 4502.267578
	Iteration 1F: 3 clusters Score -813905.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -814189.250000 Penalty: 4502.267578
	Iteration 2F: 3 clusters Score -814189.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -814389.000000 Penalty: 4502.267578
	Iteration 3F: 3 clusters Score -814389 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -814554.187500 Penalty: 4502.267578
	Iteration 4Q: 3 clusters Score -814554.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -814721.125000 Penalty: 4502.267578
	Iteration 5Q: 3 clusters Score -814721.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -814890.625000 Penalty: 4502.267578
	Iteration 6Q: 3 clusters Score -814890.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -815053.625000 Penalty: 4502.267578
	Iteration 7Q: 3 clusters Score -815053.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -815211.125000 Penalty: 4502.267578
	Iteration 8Q: 3 clusters Score -815211.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -815383.687500 Penalty: 4502.267578
	Iteration 9Q: 3 clusters Score -815383.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -815541.750000 Penalty: 4502.267578
	Iteration 10Q: 3 clusters Score -815541.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -815696.125000 Penalty: 4502.267578
	Iteration 11Q: 3 clusters Score -815696.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -815873.500000 Penalty: 4502.267578
	Iteration 12Q: 3 clusters Score -815873.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -816038.312500 Penalty: 4502.267578
	Iteration 13Q: 3 clusters Score -816038.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -816196.875000 Penalty: 4502.267578
	Iteration 14Q: 3 clusters Score -816196.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -816343.187500 Penalty: 4502.267578
	Iteration 15Q: 3 clusters Score -816343.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -816507.000000 Penalty: 4502.267578
	Iteration 16Q: 3 clusters Score -816507 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -816679.625000 Penalty: 4502.267578
	Iteration 17Q: 3 clusters Score -816679.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -816847.937500 Penalty: 4502.267578
	Iteration 18Q: 3 clusters Score -816847.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -816973.125000 Penalty: 4502.267578
	Iteration 19Q: 3 clusters Score -816973.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -817054.312500 Penalty: 4502.267578
	Iteration 20F: 3 clusters Score -817054.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -817115.375000 Penalty: 4502.267578
	Iteration 21Q: 3 clusters Score -817115.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -817162.750000 Penalty: 4502.267578
	Iteration 22Q: 3 clusters Score -817162.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -817188.250000 Penalty: 4502.267578
	Iteration 23Q: 3 clusters Score -817188.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -817204.312500 Penalty: 4502.267578
	Iteration 24Q: 3 clusters Score -817204.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -817216.250000 Penalty: 4502.267578
	Iteration 25Q: 3 clusters Score -817216.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -817227.625000 Penalty: 4502.267578
	Iteration 26Q: 3 clusters Score -817227.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -817235.062500 Penalty: 4502.267578
	Iteration 27Q: 3 clusters Score -817235.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -817242.187500 Penalty: 4502.267578
	Iteration 28Q: 3 clusters Score -817242.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -817246.375000 Penalty: 4502.267578
	Iteration 29Q: 3 clusters Score -817246.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -817246.375000 Penalty: 4502.267578
	Iteration 30Q: 3 clusters Score -817246.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -817247.250000 Penalty: 4502.267578
	Iteration 31Q: 3 clusters Score -817247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -817247.000000 Penalty: 4502.267578
	Iteration 32Q: 3 clusters Score -817247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -817247.000000 Penalty: 4502.267578
	Iteration 33F: 3 clusters Score -817247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102686 members 
Entering Unmasked Estep 
Score: -10119517.000000 Penalty: 2861.778809
	Iteration 0F: 2 clusters Score -1.011952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -10050611.000000 Penalty: 5723.557617
	Iteration 0F: 3 clusters Score -1.005061e+07 nChanged 48685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -10077960.000000 Penalty: 5723.557617
	Iteration 1F: 3 clusters Score -1.007796e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -10078616.000000 Penalty: 5723.557617
	Iteration 2Q: 3 clusters Score -1.007862e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -10079398.000000 Penalty: 5723.557617
	Iteration 3Q: 3 clusters Score -1.00794e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -10080498.000000 Penalty: 5723.557617
	Iteration 4Q: 3 clusters Score -1.00805e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -10082157.000000 Penalty: 5723.557617
	Iteration 5Q: 3 clusters Score -1.008216e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -10085134.000000 Penalty: 5723.557617
	Iteration 6Q: 3 clusters Score -1.008513e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72779 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -10089990.000000 Penalty: 5723.557617
	Iteration 7F: 3 clusters Score -1.008999e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -10097108.000000 Penalty: 5723.557617
	Iteration 8F: 3 clusters Score -1.009711e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89176 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -10104961.000000 Penalty: 5723.557617
	Iteration 9F: 3 clusters Score -1.010496e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95658 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -10111075.000000 Penalty: 5723.557617
	Iteration 10F: 3 clusters Score -1.011108e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99377 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -10114405.000000 Penalty: 5723.557617
	Iteration 11Q: 3 clusters Score -1.01144e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -10115869.000000 Penalty: 5723.557617
	Iteration 12Q: 3 clusters Score -1.011587e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101711 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10116436.000000 Penalty: 5723.557617
	Iteration 13Q: 3 clusters Score -1.011644e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101967 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10116680.000000 Penalty: 5723.557617
	Iteration 14Q: 3 clusters Score -1.011668e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102094 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10116822.000000 Penalty: 5723.557617
	Iteration 15Q: 3 clusters Score -1.011682e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102156 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10116908.000000 Penalty: 5723.557617
	Iteration 16Q: 3 clusters Score -1.011691e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102182 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10116975.000000 Penalty: 5723.557617
	Iteration 17Q: 3 clusters Score -1.011698e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102201 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10117016.000000 Penalty: 5723.557617
	Iteration 18Q: 3 clusters Score -1.011702e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102214 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10117021.000000 Penalty: 5723.557617
	Iteration 19Q: 3 clusters Score -1.011702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102219 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10117036.000000 Penalty: 5723.557617
	Iteration 20F: 3 clusters Score -1.011704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102221 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10117043.000000 Penalty: 5723.557617
	Iteration 21Q: 3 clusters Score -1.011704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102226 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -10117045.000000 Penalty: 5723.557617
	Iteration 22Q: 3 clusters Score -1.011704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102230 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -10117053.000000 Penalty: 5723.557617
	Iteration 23Q: 3 clusters Score -1.011705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102231 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10117060.000000 Penalty: 5723.557617
	Iteration 24Q: 3 clusters Score -1.011706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102232 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -10117062.000000 Penalty: 5723.557617
	Iteration 25Q: 3 clusters Score -1.011706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102234 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10117070.000000 Penalty: 5723.557617
	Iteration 26Q: 3 clusters Score -1.011707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102235 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10117070.000000 Penalty: 5723.557617
	Iteration 27Q: 3 clusters Score -1.011707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102236 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10117072.000000 Penalty: 5723.557617
	Iteration 28Q: 3 clusters Score -1.011707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102236 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10117084.000000 Penalty: 5723.557617
	Iteration 29Q: 3 clusters Score -1.011708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102235 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10117084.000000 Penalty: 5723.557617
	Iteration 30Q: 3 clusters Score -1.011708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102236 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10117084.000000 Penalty: 5723.557617
	Iteration 31Q: 3 clusters Score -1.011708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102236 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10117084.000000 Penalty: 5723.557617
	Iteration 32F: 3 clusters Score -1.011708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Entering Unmasked Estep 
Score: -518410.781250 Penalty: 2142.398193
	Iteration 0F: 2 clusters Score -518410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -513529.250000 Penalty: 4284.796387
	Iteration 0F: 3 clusters Score -513529.2 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -514853.218750 Penalty: 4284.796387
	Iteration 1F: 3 clusters Score -514853.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -515131.093750 Penalty: 4284.796387
	Iteration 2F: 3 clusters Score -515131.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -515327.812500 Penalty: 4284.796387
	Iteration 3F: 3 clusters Score -515327.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -515513.593750 Penalty: 4284.796387
	Iteration 4Q: 3 clusters Score -515513.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -515681.593750 Penalty: 4284.796387
	Iteration 5Q: 3 clusters Score -515681.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -515902.625000 Penalty: 4284.796387
	Iteration 6Q: 3 clusters Score -515902.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -516144.218750 Penalty: 4284.796387
	Iteration 7Q: 3 clusters Score -516144.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -516421.218750 Penalty: 4284.796387
	Iteration 8Q: 3 clusters Score -516421.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -516725.000000 Penalty: 4284.796387
	Iteration 9Q: 3 clusters Score -516725 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -516979.531250 Penalty: 4284.796387
	Iteration 10Q: 3 clusters Score -516979.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -517167.468750 Penalty: 4284.796387
	Iteration 11Q: 3 clusters Score -517167.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -517285.593750 Penalty: 4284.796387
	Iteration 12Q: 3 clusters Score -517285.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -517349.281250 Penalty: 4284.796387
	Iteration 13Q: 3 clusters Score -517349.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -517403.750000 Penalty: 4284.796387
	Iteration 14Q: 3 clusters Score -517403.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -517422.218750 Penalty: 4284.796387
	Iteration 15Q: 3 clusters Score -517422.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -517435.968750 Penalty: 4284.796387
	Iteration 16Q: 3 clusters Score -517436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -517446.500000 Penalty: 4284.796387
	Iteration 17Q: 3 clusters Score -517446.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -517450.312500 Penalty: 4284.796387
	Iteration 18Q: 3 clusters Score -517450.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -517451.625000 Penalty: 4284.796387
	Iteration 19Q: 3 clusters Score -517451.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -517452.593750 Penalty: 4284.796387
	Iteration 20F: 3 clusters Score -517452.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -517455.812500 Penalty: 4284.796387
	Iteration 21Q: 3 clusters Score -517455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -517457.187500 Penalty: 4284.796387
	Iteration 22Q: 3 clusters Score -517457.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -517457.187500 Penalty: 4284.796387
	Iteration 23F: 3 clusters Score -517457.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Entering Unmasked Estep 
Score: -1316249.500000 Penalty: 2364.023193
	Iteration 0F: 2 clusters Score -1316250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1306151.875000 Penalty: 4728.046387
	Iteration 0F: 3 clusters Score -1306152 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1309257.000000 Penalty: 4728.046387
	Iteration 1F: 3 clusters Score -1309257 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1309582.500000 Penalty: 4728.046387
	Iteration 2F: 3 clusters Score -1309582 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1309821.125000 Penalty: 4728.046387
	Iteration 3Q: 3 clusters Score -1309821 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1310018.250000 Penalty: 4728.046387
	Iteration 4Q: 3 clusters Score -1310018 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1310191.750000 Penalty: 4728.046387
	Iteration 5Q: 3 clusters Score -1310192 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1310329.125000 Penalty: 4728.046387
	Iteration 6Q: 3 clusters Score -1310329 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1310483.375000 Penalty: 4728.046387
	Iteration 7Q: 3 clusters Score -1310483 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1310677.250000 Penalty: 4728.046387
	Iteration 8Q: 3 clusters Score -1310677 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1310892.750000 Penalty: 4728.046387
	Iteration 9Q: 3 clusters Score -1310893 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1311115.500000 Penalty: 4728.046387
	Iteration 10Q: 3 clusters Score -1311116 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1311362.375000 Penalty: 4728.046387
	Iteration 11Q: 3 clusters Score -1311362 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1311616.125000 Penalty: 4728.046387
	Iteration 12Q: 3 clusters Score -1311616 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1311829.000000 Penalty: 4728.046387
	Iteration 13Q: 3 clusters Score -1311829 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1312006.875000 Penalty: 4728.046387
	Iteration 14Q: 3 clusters Score -1312007 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1312160.125000 Penalty: 4728.046387
	Iteration 15Q: 3 clusters Score -1312160 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1312290.500000 Penalty: 4728.046387
	Iteration 16Q: 3 clusters Score -1312290 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1312393.875000 Penalty: 4728.046387
	Iteration 17Q: 3 clusters Score -1312394 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1312479.500000 Penalty: 4728.046387
	Iteration 18Q: 3 clusters Score -1312480 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1312547.125000 Penalty: 4728.046387
	Iteration 19Q: 3 clusters Score -1312547 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1312601.000000 Penalty: 4728.046387
	Iteration 20F: 3 clusters Score -1312601 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1312650.500000 Penalty: 4728.046387
	Iteration 21Q: 3 clusters Score -1312650 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1312707.000000 Penalty: 4728.046387
	Iteration 22Q: 3 clusters Score -1312707 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1312769.000000 Penalty: 4728.046387
	Iteration 23Q: 3 clusters Score -1312769 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1312824.375000 Penalty: 4728.046387
	Iteration 24Q: 3 clusters Score -1312824 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1312876.875000 Penalty: 4728.046387
	Iteration 25Q: 3 clusters Score -1312877 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1312922.375000 Penalty: 4728.046387
	Iteration 26Q: 3 clusters Score -1312922 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1312972.875000 Penalty: 4728.046387
	Iteration 27Q: 3 clusters Score -1312973 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1313016.250000 Penalty: 4728.046387
	Iteration 28Q: 3 clusters Score -1313016 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1313060.500000 Penalty: 4728.046387
	Iteration 29Q: 3 clusters Score -1313060 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1313101.625000 Penalty: 4728.046387
	Iteration 30Q: 3 clusters Score -1313102 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1313153.625000 Penalty: 4728.046387
	Iteration 31Q: 3 clusters Score -1313154 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1313202.875000 Penalty: 4728.046387
	Iteration 32Q: 3 clusters Score -1313203 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1313249.250000 Penalty: 4728.046387
	Iteration 33Q: 3 clusters Score -1313249 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1313295.500000 Penalty: 4728.046387
	Iteration 34Q: 3 clusters Score -1313296 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1313346.375000 Penalty: 4728.046387
	Iteration 35Q: 3 clusters Score -1313346 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1313406.750000 Penalty: 4728.046387
	Iteration 36Q: 3 clusters Score -1313407 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1313460.000000 Penalty: 4728.046387
	Iteration 37Q: 3 clusters Score -1313460 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1313511.750000 Penalty: 4728.046387
	Iteration 38Q: 3 clusters Score -1313512 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1313564.750000 Penalty: 4728.046387
	Iteration 39Q: 3 clusters Score -1313565 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1313608.125000 Penalty: 4728.046387
	Iteration 40F: 3 clusters Score -1313608 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1313657.375000 Penalty: 4728.046387
	Iteration 41Q: 3 clusters Score -1313657 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1313702.125000 Penalty: 4728.046387
	Iteration 42Q: 3 clusters Score -1313702 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1313759.625000 Penalty: 4728.046387
	Iteration 43Q: 3 clusters Score -1313760 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1313809.250000 Penalty: 4728.046387
	Iteration 44Q: 3 clusters Score -1313809 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1313854.625000 Penalty: 4728.046387
	Iteration 45Q: 3 clusters Score -1313855 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1313887.875000 Penalty: 4728.046387
	Iteration 46Q: 3 clusters Score -1313888 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1313919.750000 Penalty: 4728.046387
	Iteration 47Q: 3 clusters Score -1313920 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1313954.875000 Penalty: 4728.046387
	Iteration 48Q: 3 clusters Score -1313955 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1313984.000000 Penalty: 4728.046387
	Iteration 49Q: 3 clusters Score -1313984 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1314010.750000 Penalty: 4728.046387
	Iteration 50Q: 3 clusters Score -1314011 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1314029.750000 Penalty: 4728.046387
	Iteration 51Q: 3 clusters Score -1314030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1314043.375000 Penalty: 4728.046387
	Iteration 52Q: 3 clusters Score -1314043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1314069.500000 Penalty: 4728.046387
	Iteration 53Q: 3 clusters Score -1314070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1314086.000000 Penalty: 4728.046387
	Iteration 54Q: 3 clusters Score -1314086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1314101.250000 Penalty: 4728.046387
	Iteration 55Q: 3 clusters Score -1314101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1314111.250000 Penalty: 4728.046387
	Iteration 56Q: 3 clusters Score -1314111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1314123.375000 Penalty: 4728.046387
	Iteration 57Q: 3 clusters Score -1314123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1314133.375000 Penalty: 4728.046387
	Iteration 58Q: 3 clusters Score -1314133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1314140.500000 Penalty: 4728.046387
	Iteration 59Q: 3 clusters Score -1314140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1314143.750000 Penalty: 4728.046387
	Iteration 60F: 3 clusters Score -1314144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1314141.625000 Penalty: 4728.046387
	Iteration 61Q: 3 clusters Score -1314142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1314145.750000 Penalty: 4728.046387
	Iteration 62Q: 3 clusters Score -1314146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1314150.750000 Penalty: 4728.046387
	Iteration 63Q: 3 clusters Score -1314151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1314160.000000 Penalty: 4728.046387
	Iteration 64Q: 3 clusters Score -1314160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1314164.375000 Penalty: 4728.046387
	Iteration 65Q: 3 clusters Score -1314164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1314167.000000 Penalty: 4728.046387
	Iteration 66Q: 3 clusters Score -1314167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1314168.750000 Penalty: 4728.046387
	Iteration 67Q: 3 clusters Score -1314169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1314170.125000 Penalty: 4728.046387
	Iteration 68Q: 3 clusters Score -1314170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1314173.750000 Penalty: 4728.046387
	Iteration 69Q: 3 clusters Score -1314174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1314174.625000 Penalty: 4728.046387
	Iteration 70Q: 3 clusters Score -1314175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1314177.125000 Penalty: 4728.046387
	Iteration 71Q: 3 clusters Score -1314177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1314178.250000 Penalty: 4728.046387
	Iteration 72Q: 3 clusters Score -1314178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1314179.000000 Penalty: 4728.046387
	Iteration 73Q: 3 clusters Score -1314179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1314178.625000 Penalty: 4728.046387
	Iteration 74Q: 3 clusters Score -1314179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1314182.625000 Penalty: 4728.046387
	Iteration 75Q: 3 clusters Score -1314183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1314185.750000 Penalty: 4728.046387
	Iteration 76Q: 3 clusters Score -1314186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1314195.000000 Penalty: 4728.046387
	Iteration 77Q: 3 clusters Score -1314195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1314195.125000 Penalty: 4728.046387
	Iteration 78Q: 3 clusters Score -1314195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1314198.125000 Penalty: 4728.046387
	Iteration 79Q: 3 clusters Score -1314198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1314200.625000 Penalty: 4728.046387
	Iteration 80F: 3 clusters Score -1314201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1314199.875000 Penalty: 4728.046387
	Iteration 81Q: 3 clusters Score -1314200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1314202.625000 Penalty: 4728.046387
	Iteration 82Q: 3 clusters Score -1314203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1314206.250000 Penalty: 4728.046387
	Iteration 83Q: 3 clusters Score -1314206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1314205.625000 Penalty: 4728.046387
	Iteration 84Q: 3 clusters Score -1314206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1314205.625000 Penalty: 4728.046387
	Iteration 85F: 3 clusters Score -1314206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Entering Unmasked Estep 
Score: -509680.187500 Penalty: 2150.988770
	Iteration 0F: 2 clusters Score -509680.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -504707.062500 Penalty: 4301.977539
	Iteration 0F: 3 clusters Score -504707.1 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -506107.562500 Penalty: 4301.977539
	Iteration 1F: 3 clusters Score -506107.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -506417.437500 Penalty: 4301.977539
	Iteration 2F: 3 clusters Score -506417.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -506623.281250 Penalty: 4301.977539
	Iteration 3F: 3 clusters Score -506623.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -506820.781250 Penalty: 4301.977539
	Iteration 4Q: 3 clusters Score -506820.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -507020.437500 Penalty: 4301.977539
	Iteration 5Q: 3 clusters Score -507020.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -507215.250000 Penalty: 4301.977539
	Iteration 6Q: 3 clusters Score -507215.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -507420.218750 Penalty: 4301.977539
	Iteration 7Q: 3 clusters Score -507420.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -507576.156250 Penalty: 4301.977539
	Iteration 8Q: 3 clusters Score -507576.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -507710.312500 Penalty: 4301.977539
	Iteration 9Q: 3 clusters Score -507710.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -507846.812500 Penalty: 4301.977539
	Iteration 10Q: 3 clusters Score -507846.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -508001.125000 Penalty: 4301.977539
	Iteration 11Q: 3 clusters Score -508001.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -508137.375000 Penalty: 4301.977539
	Iteration 12Q: 3 clusters Score -508137.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -508245.406250 Penalty: 4301.977539
	Iteration 13Q: 3 clusters Score -508245.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -508333.906250 Penalty: 4301.977539
	Iteration 14Q: 3 clusters Score -508333.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -508411.000000 Penalty: 4301.977539
	Iteration 15Q: 3 clusters Score -508411 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -508497.062500 Penalty: 4301.977539
	Iteration 16Q: 3 clusters Score -508497.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -508569.187500 Penalty: 4301.977539
	Iteration 17Q: 3 clusters Score -508569.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -508639.968750 Penalty: 4301.977539
	Iteration 18Q: 3 clusters Score -508640 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -508696.125000 Penalty: 4301.977539
	Iteration 19Q: 3 clusters Score -508696.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -508759.593750 Penalty: 4301.977539
	Iteration 20F: 3 clusters Score -508759.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -508803.500000 Penalty: 4301.977539
	Iteration 21Q: 3 clusters Score -508803.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -508832.968750 Penalty: 4301.977539
	Iteration 22Q: 3 clusters Score -508833 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -508859.000000 Penalty: 4301.977539
	Iteration 23Q: 3 clusters Score -508859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -508877.375000 Penalty: 4301.977539
	Iteration 24Q: 3 clusters Score -508877.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -508892.937500 Penalty: 4301.977539
	Iteration 25Q: 3 clusters Score -508892.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -508904.031250 Penalty: 4301.977539
	Iteration 26Q: 3 clusters Score -508904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -508919.406250 Penalty: 4301.977539
	Iteration 27Q: 3 clusters Score -508919.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -508933.812500 Penalty: 4301.977539
	Iteration 28Q: 3 clusters Score -508933.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -508947.031250 Penalty: 4301.977539
	Iteration 29Q: 3 clusters Score -508947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -508955.937500 Penalty: 4301.977539
	Iteration 30Q: 3 clusters Score -508955.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -508961.906250 Penalty: 4301.977539
	Iteration 31Q: 3 clusters Score -508961.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -508965.125000 Penalty: 4301.977539
	Iteration 32Q: 3 clusters Score -508965.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -508968.000000 Penalty: 4301.977539
	Iteration 33Q: 3 clusters Score -508968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -508970.250000 Penalty: 4301.977539
	Iteration 34Q: 3 clusters Score -508970.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -508974.093750 Penalty: 4301.977539
	Iteration 35Q: 3 clusters Score -508974.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -508978.218750 Penalty: 4301.977539
	Iteration 36Q: 3 clusters Score -508978.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -508980.343750 Penalty: 4301.977539
	Iteration 37Q: 3 clusters Score -508980.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -508981.156250 Penalty: 4301.977539
	Iteration 38Q: 3 clusters Score -508981.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -508983.500000 Penalty: 4301.977539
	Iteration 39Q: 3 clusters Score -508983.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -508986.218750 Penalty: 4301.977539
	Iteration 40F: 3 clusters Score -508986.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -508987.187500 Penalty: 4301.977539
	Iteration 41Q: 3 clusters Score -508987.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -508990.593750 Penalty: 4301.977539
	Iteration 42Q: 3 clusters Score -508990.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -508991.750000 Penalty: 4301.977539
	Iteration 43Q: 3 clusters Score -508991.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -508992.062500 Penalty: 4301.977539
	Iteration 44Q: 3 clusters Score -508992.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -508993.375000 Penalty: 4301.977539
	Iteration 45Q: 3 clusters Score -508993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -508993.125000 Penalty: 4301.977539
	Iteration 46Q: 3 clusters Score -508993.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -508992.750000 Penalty: 4301.977539
	Iteration 47Q: 3 clusters Score -508992.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -508993.437500 Penalty: 4301.977539
	Iteration 48Q: 3 clusters Score -508993.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -508993.437500 Penalty: 4301.977539
	Iteration 49F: 3 clusters Score -508993.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Entering Unmasked Estep 
Score: -1774847.750000 Penalty: 2434.427246
	Iteration 0F: 2 clusters Score -1774848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1761872.125000 Penalty: 4868.854492
	Iteration 0F: 3 clusters Score -1761872 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1766241.875000 Penalty: 4868.854492
	Iteration 1F: 3 clusters Score -1766242 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1766653.125000 Penalty: 4868.854492
	Iteration 2F: 3 clusters Score -1766653 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1766998.750000 Penalty: 4868.854492
	Iteration 3Q: 3 clusters Score -1766999 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1767321.000000 Penalty: 4868.854492
	Iteration 4Q: 3 clusters Score -1767321 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1767658.125000 Penalty: 4868.854492
	Iteration 5Q: 3 clusters Score -1767658 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1768041.250000 Penalty: 4868.854492
	Iteration 6Q: 3 clusters Score -1768041 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1768530.000000 Penalty: 4868.854492
	Iteration 7Q: 3 clusters Score -1768530 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1769119.750000 Penalty: 4868.854492
	Iteration 8F: 3 clusters Score -1769120 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1769769.250000 Penalty: 4868.854492
	Iteration 9Q: 3 clusters Score -1769769 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1770454.875000 Penalty: 4868.854492
	Iteration 10Q: 3 clusters Score -1770455 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1771010.000000 Penalty: 4868.854492
	Iteration 11Q: 3 clusters Score -1771010 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1771426.875000 Penalty: 4868.854492
	Iteration 12Q: 3 clusters Score -1771427 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1771760.250000 Penalty: 4868.854492
	Iteration 13Q: 3 clusters Score -1771760 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1772033.500000 Penalty: 4868.854492
	Iteration 14Q: 3 clusters Score -1772034 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1772310.875000 Penalty: 4868.854492
	Iteration 15Q: 3 clusters Score -1772311 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1772551.750000 Penalty: 4868.854492
	Iteration 16Q: 3 clusters Score -1772552 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1772667.875000 Penalty: 4868.854492
	Iteration 17Q: 3 clusters Score -1772668 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1772740.250000 Penalty: 4868.854492
	Iteration 18Q: 3 clusters Score -1772740 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1772781.750000 Penalty: 4868.854492
	Iteration 19Q: 3 clusters Score -1772782 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1772798.000000 Penalty: 4868.854492
	Iteration 20F: 3 clusters Score -1772798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1772805.375000 Penalty: 4868.854492
	Iteration 21Q: 3 clusters Score -1772805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1772812.250000 Penalty: 4868.854492
	Iteration 22Q: 3 clusters Score -1772812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1772818.125000 Penalty: 4868.854492
	Iteration 23Q: 3 clusters Score -1772818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1772816.875000 Penalty: 4868.854492
	Iteration 24Q: 3 clusters Score -1772817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1772821.500000 Penalty: 4868.854492
	Iteration 25Q: 3 clusters Score -1772822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1772823.500000 Penalty: 4868.854492
	Iteration 26Q: 3 clusters Score -1772824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1772825.125000 Penalty: 4868.854492
	Iteration 27Q: 3 clusters Score -1772825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1772825.375000 Penalty: 4868.854492
	Iteration 28Q: 3 clusters Score -1772825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1772829.250000 Penalty: 4868.854492
	Iteration 29Q: 3 clusters Score -1772829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1772827.875000 Penalty: 4868.854492
	Iteration 30Q: 3 clusters Score -1772828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1772830.625000 Penalty: 4868.854492
	Iteration 31Q: 3 clusters Score -1772831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1772834.625000 Penalty: 4868.854492
	Iteration 32Q: 3 clusters Score -1772835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1772839.000000 Penalty: 4868.854492
	Iteration 33Q: 3 clusters Score -1772839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1772843.125000 Penalty: 4868.854492
	Iteration 34Q: 3 clusters Score -1772843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1772844.375000 Penalty: 4868.854492
	Iteration 35Q: 3 clusters Score -1772844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1772845.375000 Penalty: 4868.854492
	Iteration 36Q: 3 clusters Score -1772845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1772846.250000 Penalty: 4868.854492
	Iteration 37Q: 3 clusters Score -1772846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1772843.875000 Penalty: 4868.854492
	Iteration 38Q: 3 clusters Score -1772844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1772843.500000 Penalty: 4868.854492
	Iteration 39Q: 3 clusters Score -1772844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1772843.500000 Penalty: 4868.854492
	Iteration 40F: 3 clusters Score -1772844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1772843.125000 Penalty: 4868.854492
	Iteration 41Q: 3 clusters Score -1772843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1772842.000000 Penalty: 4868.854492
	Iteration 42Q: 3 clusters Score -1772842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1772845.250000 Penalty: 4868.854492
	Iteration 43Q: 3 clusters Score -1772845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1772845.250000 Penalty: 4868.854492
	Iteration 44F: 3 clusters Score -1772845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Entering Unmasked Estep 
Score: -1077160.375000 Penalty: 2322.889404
	Iteration 0F: 2 clusters Score -1077160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1068389.750000 Penalty: 4645.778809
	Iteration 0F: 3 clusters Score -1068390 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1070953.000000 Penalty: 4645.778809
	Iteration 1F: 3 clusters Score -1070953 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1071299.750000 Penalty: 4645.778809
	Iteration 2F: 3 clusters Score -1071300 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1071576.500000 Penalty: 4645.778809
	Iteration 3F: 3 clusters Score -1071576 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1071798.500000 Penalty: 4645.778809
	Iteration 4Q: 3 clusters Score -1071798 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1072099.875000 Penalty: 4645.778809
	Iteration 5Q: 3 clusters Score -1072100 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1072471.500000 Penalty: 4645.778809
	Iteration 6F: 3 clusters Score -1072472 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1072889.375000 Penalty: 4645.778809
	Iteration 7F: 3 clusters Score -1072889 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1073308.750000 Penalty: 4645.778809
	Iteration 8F: 3 clusters Score -1073309 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1073704.000000 Penalty: 4645.778809
	Iteration 9Q: 3 clusters Score -1073704 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1074061.375000 Penalty: 4645.778809
	Iteration 10Q: 3 clusters Score -1074061 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1074362.875000 Penalty: 4645.778809
	Iteration 11Q: 3 clusters Score -1074363 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1074648.625000 Penalty: 4645.778809
	Iteration 12Q: 3 clusters Score -1074649 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1074898.375000 Penalty: 4645.778809
	Iteration 13Q: 3 clusters Score -1074898 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1075117.000000 Penalty: 4645.778809
	Iteration 14Q: 3 clusters Score -1075117 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1075314.625000 Penalty: 4645.778809
	Iteration 15Q: 3 clusters Score -1075315 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1075487.875000 Penalty: 4645.778809
	Iteration 16Q: 3 clusters Score -1075488 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1075654.750000 Penalty: 4645.778809
	Iteration 17Q: 3 clusters Score -1075655 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1075792.375000 Penalty: 4645.778809
	Iteration 18Q: 3 clusters Score -1075792 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1075910.625000 Penalty: 4645.778809
	Iteration 19Q: 3 clusters Score -1075911 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1076035.625000 Penalty: 4645.778809
	Iteration 20F: 3 clusters Score -1076036 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1076128.125000 Penalty: 4645.778809
	Iteration 21Q: 3 clusters Score -1076128 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1076202.500000 Penalty: 4645.778809
	Iteration 22Q: 3 clusters Score -1076202 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1076270.750000 Penalty: 4645.778809
	Iteration 23Q: 3 clusters Score -1076271 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1076316.000000 Penalty: 4645.778809
	Iteration 24Q: 3 clusters Score -1076316 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1076353.875000 Penalty: 4645.778809
	Iteration 25Q: 3 clusters Score -1076354 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1076385.875000 Penalty: 4645.778809
	Iteration 26Q: 3 clusters Score -1076386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1076410.500000 Penalty: 4645.778809
	Iteration 27Q: 3 clusters Score -1076410 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1076435.125000 Penalty: 4645.778809
	Iteration 28Q: 3 clusters Score -1076435 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1076455.875000 Penalty: 4645.778809
	Iteration 29Q: 3 clusters Score -1076456 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1076478.750000 Penalty: 4645.778809
	Iteration 30Q: 3 clusters Score -1076479 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1076493.750000 Penalty: 4645.778809
	Iteration 31Q: 3 clusters Score -1076494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1076506.875000 Penalty: 4645.778809
	Iteration 32Q: 3 clusters Score -1076507 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1076521.500000 Penalty: 4645.778809
	Iteration 33Q: 3 clusters Score -1076522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1076530.125000 Penalty: 4645.778809
	Iteration 34Q: 3 clusters Score -1076530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1076544.125000 Penalty: 4645.778809
	Iteration 35Q: 3 clusters Score -1076544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1076553.375000 Penalty: 4645.778809
	Iteration 36Q: 3 clusters Score -1076553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1076564.625000 Penalty: 4645.778809
	Iteration 37Q: 3 clusters Score -1076565 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1076570.750000 Penalty: 4645.778809
	Iteration 38Q: 3 clusters Score -1076571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1076579.750000 Penalty: 4645.778809
	Iteration 39Q: 3 clusters Score -1076580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1076580.875000 Penalty: 4645.778809
	Iteration 40F: 3 clusters Score -1076581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1076589.000000 Penalty: 4645.778809
	Iteration 41Q: 3 clusters Score -1076589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1076591.750000 Penalty: 4645.778809
	Iteration 42Q: 3 clusters Score -1076592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1076594.000000 Penalty: 4645.778809
	Iteration 43Q: 3 clusters Score -1076594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1076600.000000 Penalty: 4645.778809
	Iteration 44Q: 3 clusters Score -1076600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1076599.750000 Penalty: 4645.778809
	Iteration 45Q: 3 clusters Score -1076600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1076603.375000 Penalty: 4645.778809
	Iteration 46Q: 3 clusters Score -1076603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1076603.500000 Penalty: 4645.778809
	Iteration 47Q: 3 clusters Score -1076604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1076606.125000 Penalty: 4645.778809
	Iteration 48Q: 3 clusters Score -1076606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1076607.000000 Penalty: 4645.778809
	Iteration 49Q: 3 clusters Score -1076607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1076606.125000 Penalty: 4645.778809
	Iteration 50Q: 3 clusters Score -1076606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1076606.375000 Penalty: 4645.778809
	Iteration 51Q: 3 clusters Score -1076606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1076605.750000 Penalty: 4645.778809
	Iteration 52Q: 3 clusters Score -1076606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1076605.875000 Penalty: 4645.778809
	Iteration 53Q: 3 clusters Score -1076606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1076605.875000 Penalty: 4645.778809
	Iteration 54F: 3 clusters Score -1076606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Entering Unmasked Estep 
Score: -862906.750000 Penalty: 2289.099609
	Iteration 0F: 2 clusters Score -862906.8 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 5071 members 
Entering Unmasked Estep 
Score: -855074.125000 Penalty: 4578.199219
	Iteration 0F: 3 clusters Score -855074.1 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -857518.250000 Penalty: 4578.199219
	Iteration 1F: 3 clusters Score -857518.2 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -858230.000000 Penalty: 4578.199219
	Iteration 2F: 3 clusters Score -858230 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -859030.375000 Penalty: 4578.199219
	Iteration 3F: 3 clusters Score -859030.4 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -859932.562500 Penalty: 4578.199219
	Iteration 4F: 3 clusters Score -859932.6 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -860644.062500 Penalty: 4578.199219
	Iteration 5F: 3 clusters Score -860644.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -861101.312500 Penalty: 4578.199219
	Iteration 6F: 3 clusters Score -861101.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -861366.937500 Penalty: 4578.199219
	Iteration 7Q: 3 clusters Score -861366.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -861519.125000 Penalty: 4578.199219
	Iteration 8Q: 3 clusters Score -861519.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -861658.875000 Penalty: 4578.199219
	Iteration 9Q: 3 clusters Score -861658.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -861772.500000 Penalty: 4578.199219
	Iteration 10Q: 3 clusters Score -861772.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -861876.187500 Penalty: 4578.199219
	Iteration 11Q: 3 clusters Score -861876.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -861981.187500 Penalty: 4578.199219
	Iteration 12Q: 3 clusters Score -861981.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -862057.937500 Penalty: 4578.199219
	Iteration 13Q: 3 clusters Score -862057.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -862127.625000 Penalty: 4578.199219
	Iteration 14Q: 3 clusters Score -862127.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -862168.875000 Penalty: 4578.199219
	Iteration 15Q: 3 clusters Score -862168.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -862200.062500 Penalty: 4578.199219
	Iteration 16Q: 3 clusters Score -862200.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -862219.000000 Penalty: 4578.199219
	Iteration 17Q: 3 clusters Score -862219 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -862233.562500 Penalty: 4578.199219
	Iteration 18Q: 3 clusters Score -862233.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -862239.625000 Penalty: 4578.199219
	Iteration 19Q: 3 clusters Score -862239.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -862255.500000 Penalty: 4578.199219
	Iteration 20F: 3 clusters Score -862255.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -862268.437500 Penalty: 4578.199219
	Iteration 21Q: 3 clusters Score -862268.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -862276.500000 Penalty: 4578.199219
	Iteration 22Q: 3 clusters Score -862276.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -862288.687500 Penalty: 4578.199219
	Iteration 23Q: 3 clusters Score -862288.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -862299.937500 Penalty: 4578.199219
	Iteration 24Q: 3 clusters Score -862299.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -862311.687500 Penalty: 4578.199219
	Iteration 25Q: 3 clusters Score -862311.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -862322.937500 Penalty: 4578.199219
	Iteration 26Q: 3 clusters Score -862322.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -862331.937500 Penalty: 4578.199219
	Iteration 27Q: 3 clusters Score -862331.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -862345.625000 Penalty: 4578.199219
	Iteration 28Q: 3 clusters Score -862345.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -862353.500000 Penalty: 4578.199219
	Iteration 29Q: 3 clusters Score -862353.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -862358.875000 Penalty: 4578.199219
	Iteration 30Q: 3 clusters Score -862358.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -862363.000000 Penalty: 4578.199219
	Iteration 31Q: 3 clusters Score -862363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -862369.437500 Penalty: 4578.199219
	Iteration 32Q: 3 clusters Score -862369.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -862378.437500 Penalty: 4578.199219
	Iteration 33Q: 3 clusters Score -862378.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -862385.375000 Penalty: 4578.199219
	Iteration 34Q: 3 clusters Score -862385.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -862391.687500 Penalty: 4578.199219
	Iteration 35Q: 3 clusters Score -862391.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -862401.312500 Penalty: 4578.199219
	Iteration 36Q: 3 clusters Score -862401.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -862409.250000 Penalty: 4578.199219
	Iteration 37Q: 3 clusters Score -862409.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -862410.875000 Penalty: 4578.199219
	Iteration 38Q: 3 clusters Score -862410.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -862412.000000 Penalty: 4578.199219
	Iteration 39Q: 3 clusters Score -862412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -862414.937500 Penalty: 4578.199219
	Iteration 40F: 3 clusters Score -862414.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -862419.187500 Penalty: 4578.199219
	Iteration 41Q: 3 clusters Score -862419.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -862417.750000 Penalty: 4578.199219
	Iteration 42Q: 3 clusters Score -862417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -862418.937500 Penalty: 4578.199219
	Iteration 43Q: 3 clusters Score -862418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -862419.000000 Penalty: 4578.199219
	Iteration 44Q: 3 clusters Score -862419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -862420.250000 Penalty: 4578.199219
	Iteration 45Q: 3 clusters Score -862420.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -862423.687500 Penalty: 4578.199219
	Iteration 46Q: 3 clusters Score -862423.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -862424.937500 Penalty: 4578.199219
	Iteration 47Q: 3 clusters Score -862424.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -862427.875000 Penalty: 4578.199219
	Iteration 48Q: 3 clusters Score -862427.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -862434.437500 Penalty: 4578.199219
	Iteration 49Q: 3 clusters Score -862434.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -862435.000000 Penalty: 4578.199219
	Iteration 50Q: 3 clusters Score -862435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -862436.125000 Penalty: 4578.199219
	Iteration 51Q: 3 clusters Score -862436.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -862435.312500 Penalty: 4578.199219
	Iteration 52Q: 3 clusters Score -862435.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -862437.062500 Penalty: 4578.199219
	Iteration 53Q: 3 clusters Score -862437.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -862438.312500 Penalty: 4578.199219
	Iteration 54Q: 3 clusters Score -862438.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -862436.187500 Penalty: 4578.199219
	Iteration 55Q: 3 clusters Score -862436.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -862435.687500 Penalty: 4578.199219
	Iteration 56Q: 3 clusters Score -862435.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -862435.937500 Penalty: 4578.199219
	Iteration 57Q: 3 clusters Score -862435.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -862435.937500 Penalty: 4578.199219
	Iteration 58F: 3 clusters Score -862435.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Entering Unmasked Estep 
Score: -929563.250000 Penalty: 2281.596924
	Iteration 0F: 2 clusters Score -929563.2 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 5025 members 
Entering Unmasked Estep 
Score: -921989.812500 Penalty: 4563.193848
	Iteration 0F: 3 clusters Score -921989.8 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -924238.625000 Penalty: 4563.193848
	Iteration 1F: 3 clusters Score -924238.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -924547.812500 Penalty: 4563.193848
	Iteration 2F: 3 clusters Score -924547.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -924782.500000 Penalty: 4563.193848
	Iteration 3F: 3 clusters Score -924782.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -925002.562500 Penalty: 4563.193848
	Iteration 4Q: 3 clusters Score -925002.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -925246.000000 Penalty: 4563.193848
	Iteration 5Q: 3 clusters Score -925246 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -925522.312500 Penalty: 4563.193848
	Iteration 6Q: 3 clusters Score -925522.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -925815.312500 Penalty: 4563.193848
	Iteration 7Q: 3 clusters Score -925815.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -926143.312500 Penalty: 4563.193848
	Iteration 8Q: 3 clusters Score -926143.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -926431.125000 Penalty: 4563.193848
	Iteration 9Q: 3 clusters Score -926431.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -926693.125000 Penalty: 4563.193848
	Iteration 10Q: 3 clusters Score -926693.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -926939.187500 Penalty: 4563.193848
	Iteration 11Q: 3 clusters Score -926939.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -927170.812500 Penalty: 4563.193848
	Iteration 12Q: 3 clusters Score -927170.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -927351.500000 Penalty: 4563.193848
	Iteration 13Q: 3 clusters Score -927351.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -927505.687500 Penalty: 4563.193848
	Iteration 14Q: 3 clusters Score -927505.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -927620.187500 Penalty: 4563.193848
	Iteration 15Q: 3 clusters Score -927620.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -927695.125000 Penalty: 4563.193848
	Iteration 16Q: 3 clusters Score -927695.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -927756.375000 Penalty: 4563.193848
	Iteration 17Q: 3 clusters Score -927756.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -927782.625000 Penalty: 4563.193848
	Iteration 18Q: 3 clusters Score -927782.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -927809.250000 Penalty: 4563.193848
	Iteration 19Q: 3 clusters Score -927809.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -927824.437500 Penalty: 4563.193848
	Iteration 20F: 3 clusters Score -927824.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -927832.687500 Penalty: 4563.193848
	Iteration 21Q: 3 clusters Score -927832.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -927839.937500 Penalty: 4563.193848
	Iteration 22Q: 3 clusters Score -927839.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -927851.187500 Penalty: 4563.193848
	Iteration 23Q: 3 clusters Score -927851.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -927860.000000 Penalty: 4563.193848
	Iteration 24Q: 3 clusters Score -927860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -927867.437500 Penalty: 4563.193848
	Iteration 25Q: 3 clusters Score -927867.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -927877.312500 Penalty: 4563.193848
	Iteration 26Q: 3 clusters Score -927877.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -927884.125000 Penalty: 4563.193848
	Iteration 27Q: 3 clusters Score -927884.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -927897.500000 Penalty: 4563.193848
	Iteration 28Q: 3 clusters Score -927897.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -927909.500000 Penalty: 4563.193848
	Iteration 29Q: 3 clusters Score -927909.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -927924.625000 Penalty: 4563.193848
	Iteration 30Q: 3 clusters Score -927924.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -927939.312500 Penalty: 4563.193848
	Iteration 31Q: 3 clusters Score -927939.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -927949.437500 Penalty: 4563.193848
	Iteration 32Q: 3 clusters Score -927949.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -927958.375000 Penalty: 4563.193848
	Iteration 33Q: 3 clusters Score -927958.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -927963.125000 Penalty: 4563.193848
	Iteration 34Q: 3 clusters Score -927963.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -927967.187500 Penalty: 4563.193848
	Iteration 35Q: 3 clusters Score -927967.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -927970.625000 Penalty: 4563.193848
	Iteration 36Q: 3 clusters Score -927970.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -927972.500000 Penalty: 4563.193848
	Iteration 37Q: 3 clusters Score -927972.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -927976.750000 Penalty: 4563.193848
	Iteration 38Q: 3 clusters Score -927976.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -927982.312500 Penalty: 4563.193848
	Iteration 39Q: 3 clusters Score -927982.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -927981.625000 Penalty: 4563.193848
	Iteration 40F: 3 clusters Score -927981.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -927987.250000 Penalty: 4563.193848
	Iteration 41Q: 3 clusters Score -927987.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -927993.437500 Penalty: 4563.193848
	Iteration 42Q: 3 clusters Score -927993.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -927997.500000 Penalty: 4563.193848
	Iteration 43Q: 3 clusters Score -927997.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -928009.500000 Penalty: 4563.193848
	Iteration 44Q: 3 clusters Score -928009.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -928021.187500 Penalty: 4563.193848
	Iteration 45Q: 3 clusters Score -928021.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -928034.625000 Penalty: 4563.193848
	Iteration 46Q: 3 clusters Score -928034.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -928050.562500 Penalty: 4563.193848
	Iteration 47Q: 3 clusters Score -928050.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -928077.000000 Penalty: 4563.193848
	Iteration 48Q: 3 clusters Score -928077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -928102.437500 Penalty: 4563.193848
	Iteration 49Q: 3 clusters Score -928102.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -928127.000000 Penalty: 4563.193848
	Iteration 50Q: 3 clusters Score -928127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -928154.187500 Penalty: 4563.193848
	Iteration 51Q: 3 clusters Score -928154.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -928188.812500 Penalty: 4563.193848
	Iteration 52Q: 3 clusters Score -928188.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -928220.500000 Penalty: 4563.193848
	Iteration 53Q: 3 clusters Score -928220.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -928256.125000 Penalty: 4563.193848
	Iteration 54Q: 3 clusters Score -928256.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -928296.500000 Penalty: 4563.193848
	Iteration 55Q: 3 clusters Score -928296.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -928326.125000 Penalty: 4563.193848
	Iteration 56Q: 3 clusters Score -928326.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -928351.250000 Penalty: 4563.193848
	Iteration 57Q: 3 clusters Score -928351.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -928367.750000 Penalty: 4563.193848
	Iteration 58Q: 3 clusters Score -928367.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -928381.437500 Penalty: 4563.193848
	Iteration 59Q: 3 clusters Score -928381.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -928395.625000 Penalty: 4563.193848
	Iteration 60F: 3 clusters Score -928395.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -928405.562500 Penalty: 4563.193848
	Iteration 61Q: 3 clusters Score -928405.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -928417.500000 Penalty: 4563.193848
	Iteration 62Q: 3 clusters Score -928417.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -928434.125000 Penalty: 4563.193848
	Iteration 63Q: 3 clusters Score -928434.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -928455.687500 Penalty: 4563.193848
	Iteration 64Q: 3 clusters Score -928455.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -928473.500000 Penalty: 4563.193848
	Iteration 65Q: 3 clusters Score -928473.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -928486.312500 Penalty: 4563.193848
	Iteration 66Q: 3 clusters Score -928486.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -928499.437500 Penalty: 4563.193848
	Iteration 67Q: 3 clusters Score -928499.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -928511.687500 Penalty: 4563.193848
	Iteration 68Q: 3 clusters Score -928511.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -928530.562500 Penalty: 4563.193848
	Iteration 69Q: 3 clusters Score -928530.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -928547.812500 Penalty: 4563.193848
	Iteration 70Q: 3 clusters Score -928547.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -928562.312500 Penalty: 4563.193848
	Iteration 71Q: 3 clusters Score -928562.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -928575.625000 Penalty: 4563.193848
	Iteration 72Q: 3 clusters Score -928575.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -928588.187500 Penalty: 4563.193848
	Iteration 73Q: 3 clusters Score -928588.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -928595.562500 Penalty: 4563.193848
	Iteration 74Q: 3 clusters Score -928595.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -928601.812500 Penalty: 4563.193848
	Iteration 75Q: 3 clusters Score -928601.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -928609.000000 Penalty: 4563.193848
	Iteration 76Q: 3 clusters Score -928609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -928614.062500 Penalty: 4563.193848
	Iteration 77Q: 3 clusters Score -928614.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -928618.062500 Penalty: 4563.193848
	Iteration 78Q: 3 clusters Score -928618.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -928623.000000 Penalty: 4563.193848
	Iteration 79Q: 3 clusters Score -928623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -928624.687500 Penalty: 4563.193848
	Iteration 80F: 3 clusters Score -928624.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -928631.875000 Penalty: 4563.193848
	Iteration 81Q: 3 clusters Score -928631.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -928636.187500 Penalty: 4563.193848
	Iteration 82Q: 3 clusters Score -928636.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -928641.125000 Penalty: 4563.193848
	Iteration 83Q: 3 clusters Score -928641.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -928645.687500 Penalty: 4563.193848
	Iteration 84Q: 3 clusters Score -928645.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -928651.000000 Penalty: 4563.193848
	Iteration 85Q: 3 clusters Score -928651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -928654.875000 Penalty: 4563.193848
	Iteration 86Q: 3 clusters Score -928654.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -928659.625000 Penalty: 4563.193848
	Iteration 87Q: 3 clusters Score -928659.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -928660.687500 Penalty: 4563.193848
	Iteration 88Q: 3 clusters Score -928660.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -928661.312500 Penalty: 4563.193848
	Iteration 89Q: 3 clusters Score -928661.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -928663.625000 Penalty: 4563.193848
	Iteration 90Q: 3 clusters Score -928663.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -928664.125000 Penalty: 4563.193848
	Iteration 91Q: 3 clusters Score -928664.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -928665.375000 Penalty: 4563.193848
	Iteration 92Q: 3 clusters Score -928665.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -928669.375000 Penalty: 4563.193848
	Iteration 93Q: 3 clusters Score -928669.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -928669.750000 Penalty: 4563.193848
	Iteration 94Q: 3 clusters Score -928669.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -928671.000000 Penalty: 4563.193848
	Iteration 95Q: 3 clusters Score -928671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -928670.750000 Penalty: 4563.193848
	Iteration 96Q: 3 clusters Score -928670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -928671.812500 Penalty: 4563.193848
	Iteration 97Q: 3 clusters Score -928671.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -928671.812500 Penalty: 4563.193848
	Iteration 98F: 3 clusters Score -928671.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Entering Unmasked Estep 
Score: -2467056.250000 Penalty: 2517.982666
	Iteration 0F: 2 clusters Score -2467056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2449282.000000 Penalty: 5035.965332
	Iteration 0F: 3 clusters Score -2449282 nChanged 11500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2455378.250000 Penalty: 5035.965332
	Iteration 1F: 3 clusters Score -2455378 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2455797.500000 Penalty: 5035.965332
	Iteration 2Q: 3 clusters Score -2455798 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2456192.000000 Penalty: 5035.965332
	Iteration 3Q: 3 clusters Score -2456192 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2456663.000000 Penalty: 5035.965332
	Iteration 4Q: 3 clusters Score -2456663 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2457171.750000 Penalty: 5035.965332
	Iteration 5Q: 3 clusters Score -2457172 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2457847.750000 Penalty: 5035.965332
	Iteration 6Q: 3 clusters Score -2457848 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2458680.500000 Penalty: 5035.965332
	Iteration 7F: 3 clusters Score -2458680 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2459728.000000 Penalty: 5035.965332
	Iteration 8F: 3 clusters Score -2459728 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2460815.250000 Penalty: 5035.965332
	Iteration 9F: 3 clusters Score -2460815 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2461764.000000 Penalty: 5035.965332
	Iteration 10F: 3 clusters Score -2461764 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2462442.000000 Penalty: 5035.965332
	Iteration 11Q: 3 clusters Score -2462442 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2462947.000000 Penalty: 5035.965332
	Iteration 12Q: 3 clusters Score -2462947 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2463340.750000 Penalty: 5035.965332
	Iteration 13Q: 3 clusters Score -2463341 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2463610.000000 Penalty: 5035.965332
	Iteration 14Q: 3 clusters Score -2463610 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2463808.000000 Penalty: 5035.965332
	Iteration 15Q: 3 clusters Score -2463808 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2463949.000000 Penalty: 5035.965332
	Iteration 16Q: 3 clusters Score -2463949 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2464050.500000 Penalty: 5035.965332
	Iteration 17Q: 3 clusters Score -2464050 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2464141.750000 Penalty: 5035.965332
	Iteration 18Q: 3 clusters Score -2464142 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2464203.250000 Penalty: 5035.965332
	Iteration 19Q: 3 clusters Score -2464203 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2464256.000000 Penalty: 5035.965332
	Iteration 20F: 3 clusters Score -2464256 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2464284.000000 Penalty: 5035.965332
	Iteration 21Q: 3 clusters Score -2464284 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2464319.500000 Penalty: 5035.965332
	Iteration 22Q: 3 clusters Score -2464320 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2464358.500000 Penalty: 5035.965332
	Iteration 23Q: 3 clusters Score -2464358 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2464408.000000 Penalty: 5035.965332
	Iteration 24Q: 3 clusters Score -2464408 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2464445.250000 Penalty: 5035.965332
	Iteration 25Q: 3 clusters Score -2464445 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2464479.500000 Penalty: 5035.965332
	Iteration 26Q: 3 clusters Score -2464480 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2464529.250000 Penalty: 5035.965332
	Iteration 27Q: 3 clusters Score -2464529 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2464584.250000 Penalty: 5035.965332
	Iteration 28Q: 3 clusters Score -2464584 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2464632.500000 Penalty: 5035.965332
	Iteration 29Q: 3 clusters Score -2464632 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2464691.500000 Penalty: 5035.965332
	Iteration 30Q: 3 clusters Score -2464692 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2464738.250000 Penalty: 5035.965332
	Iteration 31Q: 3 clusters Score -2464738 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2464791.500000 Penalty: 5035.965332
	Iteration 32Q: 3 clusters Score -2464792 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2464860.500000 Penalty: 5035.965332
	Iteration 33Q: 3 clusters Score -2464860 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2464920.500000 Penalty: 5035.965332
	Iteration 34Q: 3 clusters Score -2464920 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2464956.750000 Penalty: 5035.965332
	Iteration 35Q: 3 clusters Score -2464957 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2465020.500000 Penalty: 5035.965332
	Iteration 36Q: 3 clusters Score -2465020 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2465068.500000 Penalty: 5035.965332
	Iteration 37Q: 3 clusters Score -2465068 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2465114.500000 Penalty: 5035.965332
	Iteration 38Q: 3 clusters Score -2465114 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2465167.500000 Penalty: 5035.965332
	Iteration 39Q: 3 clusters Score -2465168 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2465233.250000 Penalty: 5035.965332
	Iteration 40F: 3 clusters Score -2465233 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2465283.750000 Penalty: 5035.965332
	Iteration 41Q: 3 clusters Score -2465284 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2465331.500000 Penalty: 5035.965332
	Iteration 42Q: 3 clusters Score -2465332 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2465373.750000 Penalty: 5035.965332
	Iteration 43Q: 3 clusters Score -2465374 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2465431.250000 Penalty: 5035.965332
	Iteration 44Q: 3 clusters Score -2465431 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2465485.250000 Penalty: 5035.965332
	Iteration 45Q: 3 clusters Score -2465485 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2465557.500000 Penalty: 5035.965332
	Iteration 46Q: 3 clusters Score -2465558 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2465605.500000 Penalty: 5035.965332
	Iteration 47Q: 3 clusters Score -2465606 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2465669.750000 Penalty: 5035.965332
	Iteration 48Q: 3 clusters Score -2465670 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2465727.250000 Penalty: 5035.965332
	Iteration 49Q: 3 clusters Score -2465727 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2465787.500000 Penalty: 5035.965332
	Iteration 50Q: 3 clusters Score -2465788 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2465832.500000 Penalty: 5035.965332
	Iteration 51Q: 3 clusters Score -2465832 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2465873.250000 Penalty: 5035.965332
	Iteration 52Q: 3 clusters Score -2465873 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2465898.750000 Penalty: 5035.965332
	Iteration 53Q: 3 clusters Score -2465899 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2465938.750000 Penalty: 5035.965332
	Iteration 54Q: 3 clusters Score -2465939 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2465963.500000 Penalty: 5035.965332
	Iteration 55Q: 3 clusters Score -2465964 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2465995.000000 Penalty: 5035.965332
	Iteration 56Q: 3 clusters Score -2465995 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2466039.750000 Penalty: 5035.965332
	Iteration 57Q: 3 clusters Score -2466040 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2466073.000000 Penalty: 5035.965332
	Iteration 58Q: 3 clusters Score -2466073 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2466103.750000 Penalty: 5035.965332
	Iteration 59Q: 3 clusters Score -2466104 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2466148.000000 Penalty: 5035.965332
	Iteration 60F: 3 clusters Score -2466148 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2466192.000000 Penalty: 5035.965332
	Iteration 61Q: 3 clusters Score -2466192 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2466231.250000 Penalty: 5035.965332
	Iteration 62Q: 3 clusters Score -2466231 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2466260.250000 Penalty: 5035.965332
	Iteration 63Q: 3 clusters Score -2466260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2466286.500000 Penalty: 5035.965332
	Iteration 64Q: 3 clusters Score -2466286 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2466298.000000 Penalty: 5035.965332
	Iteration 65Q: 3 clusters Score -2466298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2466313.500000 Penalty: 5035.965332
	Iteration 66Q: 3 clusters Score -2466314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2466314.000000 Penalty: 5035.965332
	Iteration 67Q: 3 clusters Score -2466314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2466323.000000 Penalty: 5035.965332
	Iteration 68Q: 3 clusters Score -2466323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2466328.250000 Penalty: 5035.965332
	Iteration 69Q: 3 clusters Score -2466328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2466333.000000 Penalty: 5035.965332
	Iteration 70Q: 3 clusters Score -2466333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2466337.750000 Penalty: 5035.965332
	Iteration 71Q: 3 clusters Score -2466338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2466341.250000 Penalty: 5035.965332
	Iteration 72Q: 3 clusters Score -2466341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2466341.000000 Penalty: 5035.965332
	Iteration 73Q: 3 clusters Score -2466341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2466342.750000 Penalty: 5035.965332
	Iteration 74Q: 3 clusters Score -2466343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2466348.250000 Penalty: 5035.965332
	Iteration 75Q: 3 clusters Score -2466348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2466354.000000 Penalty: 5035.965332
	Iteration 76Q: 3 clusters Score -2466354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2466356.750000 Penalty: 5035.965332
	Iteration 77Q: 3 clusters Score -2466357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2466360.000000 Penalty: 5035.965332
	Iteration 78Q: 3 clusters Score -2466360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2466365.750000 Penalty: 5035.965332
	Iteration 79Q: 3 clusters Score -2466366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2466364.500000 Penalty: 5035.965332
	Iteration 80F: 3 clusters Score -2466364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2466368.500000 Penalty: 5035.965332
	Iteration 81Q: 3 clusters Score -2466368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2466377.250000 Penalty: 5035.965332
	Iteration 82Q: 3 clusters Score -2466377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2466378.000000 Penalty: 5035.965332
	Iteration 83Q: 3 clusters Score -2466378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2466383.500000 Penalty: 5035.965332
	Iteration 84Q: 3 clusters Score -2466384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2466386.250000 Penalty: 5035.965332
	Iteration 85Q: 3 clusters Score -2466386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2466388.500000 Penalty: 5035.965332
	Iteration 86Q: 3 clusters Score -2466388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2466391.000000 Penalty: 5035.965332
	Iteration 87Q: 3 clusters Score -2466391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2466389.500000 Penalty: 5035.965332
	Iteration 88Q: 3 clusters Score -2466390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2466392.750000 Penalty: 5035.965332
	Iteration 89Q: 3 clusters Score -2466393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2466394.750000 Penalty: 5035.965332
	Iteration 90Q: 3 clusters Score -2466395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2466395.250000 Penalty: 5035.965332
	Iteration 91Q: 3 clusters Score -2466395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2466399.750000 Penalty: 5035.965332
	Iteration 92Q: 3 clusters Score -2466400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2466400.000000 Penalty: 5035.965332
	Iteration 93Q: 3 clusters Score -2466400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2466399.500000 Penalty: 5035.965332
	Iteration 94Q: 3 clusters Score -2466400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2466399.500000 Penalty: 5035.965332
	Iteration 95F: 3 clusters Score -2466400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Entering Unmasked Estep 
Score: -803894.750000 Penalty: 2249.826904
	Iteration 0F: 2 clusters Score -803894.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -797026.250000 Penalty: 4499.653809
	Iteration 0F: 3 clusters Score -797026.2 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -798950.000000 Penalty: 4499.653809
	Iteration 1F: 3 clusters Score -798950 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -799231.562500 Penalty: 4499.653809
	Iteration 2F: 3 clusters Score -799231.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -799462.125000 Penalty: 4499.653809
	Iteration 3F: 3 clusters Score -799462.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -799648.687500 Penalty: 4499.653809
	Iteration 4Q: 3 clusters Score -799648.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -799792.625000 Penalty: 4499.653809
	Iteration 5Q: 3 clusters Score -799792.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -799929.437500 Penalty: 4499.653809
	Iteration 6Q: 3 clusters Score -799929.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -800056.375000 Penalty: 4499.653809
	Iteration 7Q: 3 clusters Score -800056.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -800180.812500 Penalty: 4499.653809
	Iteration 8Q: 3 clusters Score -800180.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -800323.687500 Penalty: 4499.653809
	Iteration 9Q: 3 clusters Score -800323.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -800464.000000 Penalty: 4499.653809
	Iteration 10Q: 3 clusters Score -800464 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -800613.312500 Penalty: 4499.653809
	Iteration 11Q: 3 clusters Score -800613.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -800784.875000 Penalty: 4499.653809
	Iteration 12Q: 3 clusters Score -800784.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -800931.062500 Penalty: 4499.653809
	Iteration 13Q: 3 clusters Score -800931.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -801075.125000 Penalty: 4499.653809
	Iteration 14Q: 3 clusters Score -801075.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -801227.250000 Penalty: 4499.653809
	Iteration 15Q: 3 clusters Score -801227.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -801357.062500 Penalty: 4499.653809
	Iteration 16Q: 3 clusters Score -801357.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -801461.937500 Penalty: 4499.653809
	Iteration 17Q: 3 clusters Score -801461.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -801550.375000 Penalty: 4499.653809
	Iteration 18Q: 3 clusters Score -801550.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -801628.812500 Penalty: 4499.653809
	Iteration 19Q: 3 clusters Score -801628.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -801694.625000 Penalty: 4499.653809
	Iteration 20F: 3 clusters Score -801694.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -801762.125000 Penalty: 4499.653809
	Iteration 21Q: 3 clusters Score -801762.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -801832.625000 Penalty: 4499.653809
	Iteration 22Q: 3 clusters Score -801832.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -801891.812500 Penalty: 4499.653809
	Iteration 23Q: 3 clusters Score -801891.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -801967.562500 Penalty: 4499.653809
	Iteration 24Q: 3 clusters Score -801967.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -802040.750000 Penalty: 4499.653809
	Iteration 25Q: 3 clusters Score -802040.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -802109.125000 Penalty: 4499.653809
	Iteration 26Q: 3 clusters Score -802109.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -802164.187500 Penalty: 4499.653809
	Iteration 27Q: 3 clusters Score -802164.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -802215.875000 Penalty: 4499.653809
	Iteration 28Q: 3 clusters Score -802215.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -802264.250000 Penalty: 4499.653809
	Iteration 29Q: 3 clusters Score -802264.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -802319.437500 Penalty: 4499.653809
	Iteration 30Q: 3 clusters Score -802319.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -802373.750000 Penalty: 4499.653809
	Iteration 31Q: 3 clusters Score -802373.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -802419.875000 Penalty: 4499.653809
	Iteration 32Q: 3 clusters Score -802419.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -802441.500000 Penalty: 4499.653809
	Iteration 33Q: 3 clusters Score -802441.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -802458.375000 Penalty: 4499.653809
	Iteration 34Q: 3 clusters Score -802458.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -802471.250000 Penalty: 4499.653809
	Iteration 35Q: 3 clusters Score -802471.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -802481.250000 Penalty: 4499.653809
	Iteration 36Q: 3 clusters Score -802481.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -802489.625000 Penalty: 4499.653809
	Iteration 37Q: 3 clusters Score -802489.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -802501.312500 Penalty: 4499.653809
	Iteration 38Q: 3 clusters Score -802501.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -802514.500000 Penalty: 4499.653809
	Iteration 39Q: 3 clusters Score -802514.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -802523.312500 Penalty: 4499.653809
	Iteration 40F: 3 clusters Score -802523.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -802533.562500 Penalty: 4499.653809
	Iteration 41Q: 3 clusters Score -802533.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -802542.875000 Penalty: 4499.653809
	Iteration 42Q: 3 clusters Score -802542.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -802546.125000 Penalty: 4499.653809
	Iteration 43Q: 3 clusters Score -802546.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -802546.812500 Penalty: 4499.653809
	Iteration 44Q: 3 clusters Score -802546.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -802548.062500 Penalty: 4499.653809
	Iteration 45Q: 3 clusters Score -802548.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -802551.062500 Penalty: 4499.653809
	Iteration 46Q: 3 clusters Score -802551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -802550.312500 Penalty: 4499.653809
	Iteration 47Q: 3 clusters Score -802550.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -802550.312500 Penalty: 4499.653809
	Iteration 48F: 3 clusters Score -802550.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Entering Unmasked Estep 
Score: -559125.187500 Penalty: 2158.881104
	Iteration 0F: 2 clusters Score -559125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -553910.250000 Penalty: 4317.762207
	Iteration 0F: 3 clusters Score -553910.2 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -555244.937500 Penalty: 4317.762207
	Iteration 1F: 3 clusters Score -555244.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -555550.750000 Penalty: 4317.762207
	Iteration 2F: 3 clusters Score -555550.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -555735.062500 Penalty: 4317.762207
	Iteration 3F: 3 clusters Score -555735.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -555885.875000 Penalty: 4317.762207
	Iteration 4Q: 3 clusters Score -555885.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -555981.375000 Penalty: 4317.762207
	Iteration 5Q: 3 clusters Score -555981.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -556053.625000 Penalty: 4317.762207
	Iteration 6Q: 3 clusters Score -556053.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -556121.812500 Penalty: 4317.762207
	Iteration 7Q: 3 clusters Score -556121.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -556175.062500 Penalty: 4317.762207
	Iteration 8Q: 3 clusters Score -556175.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -556214.750000 Penalty: 4317.762207
	Iteration 9Q: 3 clusters Score -556214.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -556249.812500 Penalty: 4317.762207
	Iteration 10Q: 3 clusters Score -556249.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -556283.937500 Penalty: 4317.762207
	Iteration 11Q: 3 clusters Score -556283.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -556312.562500 Penalty: 4317.762207
	Iteration 12Q: 3 clusters Score -556312.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -556341.937500 Penalty: 4317.762207
	Iteration 13Q: 3 clusters Score -556341.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -556375.750000 Penalty: 4317.762207
	Iteration 14Q: 3 clusters Score -556375.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -556405.750000 Penalty: 4317.762207
	Iteration 15Q: 3 clusters Score -556405.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -556437.750000 Penalty: 4317.762207
	Iteration 16Q: 3 clusters Score -556437.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -556477.937500 Penalty: 4317.762207
	Iteration 17Q: 3 clusters Score -556477.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -556527.625000 Penalty: 4317.762207
	Iteration 18Q: 3 clusters Score -556527.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -556584.062500 Penalty: 4317.762207
	Iteration 19Q: 3 clusters Score -556584.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -556640.000000 Penalty: 4317.762207
	Iteration 20F: 3 clusters Score -556640 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -556683.937500 Penalty: 4317.762207
	Iteration 21Q: 3 clusters Score -556683.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -556721.062500 Penalty: 4317.762207
	Iteration 22Q: 3 clusters Score -556721.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -556765.375000 Penalty: 4317.762207
	Iteration 23Q: 3 clusters Score -556765.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -556808.125000 Penalty: 4317.762207
	Iteration 24Q: 3 clusters Score -556808.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -556843.062500 Penalty: 4317.762207
	Iteration 25Q: 3 clusters Score -556843.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -556879.000000 Penalty: 4317.762207
	Iteration 26Q: 3 clusters Score -556879 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -556908.125000 Penalty: 4317.762207
	Iteration 27Q: 3 clusters Score -556908.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -556935.375000 Penalty: 4317.762207
	Iteration 28Q: 3 clusters Score -556935.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -556961.312500 Penalty: 4317.762207
	Iteration 29Q: 3 clusters Score -556961.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -556987.125000 Penalty: 4317.762207
	Iteration 30Q: 3 clusters Score -556987.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -557016.375000 Penalty: 4317.762207
	Iteration 31Q: 3 clusters Score -557016.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -557040.312500 Penalty: 4317.762207
	Iteration 32Q: 3 clusters Score -557040.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -557060.437500 Penalty: 4317.762207
	Iteration 33Q: 3 clusters Score -557060.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -557078.562500 Penalty: 4317.762207
	Iteration 34Q: 3 clusters Score -557078.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -557096.875000 Penalty: 4317.762207
	Iteration 35Q: 3 clusters Score -557096.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -557112.937500 Penalty: 4317.762207
	Iteration 36Q: 3 clusters Score -557112.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -557126.687500 Penalty: 4317.762207
	Iteration 37Q: 3 clusters Score -557126.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -557140.875000 Penalty: 4317.762207
	Iteration 38Q: 3 clusters Score -557140.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -557156.750000 Penalty: 4317.762207
	Iteration 39Q: 3 clusters Score -557156.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -557173.750000 Penalty: 4317.762207
	Iteration 40F: 3 clusters Score -557173.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -557185.937500 Penalty: 4317.762207
	Iteration 41Q: 3 clusters Score -557185.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -557195.062500 Penalty: 4317.762207
	Iteration 42Q: 3 clusters Score -557195.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -557204.000000 Penalty: 4317.762207
	Iteration 43Q: 3 clusters Score -557204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -557209.625000 Penalty: 4317.762207
	Iteration 44Q: 3 clusters Score -557209.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -557215.625000 Penalty: 4317.762207
	Iteration 45Q: 3 clusters Score -557215.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -557222.375000 Penalty: 4317.762207
	Iteration 46Q: 3 clusters Score -557222.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -557227.187500 Penalty: 4317.762207
	Iteration 47Q: 3 clusters Score -557227.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -557232.812500 Penalty: 4317.762207
	Iteration 48Q: 3 clusters Score -557232.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -557234.937500 Penalty: 4317.762207
	Iteration 49Q: 3 clusters Score -557234.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -557236.312500 Penalty: 4317.762207
	Iteration 50Q: 3 clusters Score -557236.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -557240.375000 Penalty: 4317.762207
	Iteration 51Q: 3 clusters Score -557240.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -557244.250000 Penalty: 4317.762207
	Iteration 52Q: 3 clusters Score -557244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -557247.125000 Penalty: 4317.762207
	Iteration 53Q: 3 clusters Score -557247.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -557248.937500 Penalty: 4317.762207
	Iteration 54Q: 3 clusters Score -557248.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -557251.687500 Penalty: 4317.762207
	Iteration 55Q: 3 clusters Score -557251.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -557252.187500 Penalty: 4317.762207
	Iteration 56Q: 3 clusters Score -557252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -557251.750000 Penalty: 4317.762207
	Iteration 57Q: 3 clusters Score -557251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -557253.125000 Penalty: 4317.762207
	Iteration 58Q: 3 clusters Score -557253.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -557253.062500 Penalty: 4317.762207
	Iteration 59Q: 3 clusters Score -557253.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -557254.500000 Penalty: 4317.762207
	Iteration 60F: 3 clusters Score -557254.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -557254.125000 Penalty: 4317.762207
	Iteration 61Q: 3 clusters Score -557254.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -557254.125000 Penalty: 4317.762207
	Iteration 62F: 3 clusters Score -557254.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Entering Unmasked Estep 
Score: -859657.125000 Penalty: 2262.052979
	Iteration 0F: 2 clusters Score -859657.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -852489.625000 Penalty: 4524.105957
	Iteration 0F: 3 clusters Score -852489.6 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -854674.250000 Penalty: 4524.105957
	Iteration 1F: 3 clusters Score -854674.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -855148.000000 Penalty: 4524.105957
	Iteration 2F: 3 clusters Score -855148 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -855669.375000 Penalty: 4524.105957
	Iteration 3F: 3 clusters Score -855669.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -856278.250000 Penalty: 4524.105957
	Iteration 4F: 3 clusters Score -856278.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -856882.812500 Penalty: 4524.105957
	Iteration 5F: 3 clusters Score -856882.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -857386.125000 Penalty: 4524.105957
	Iteration 6F: 3 clusters Score -857386.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -857781.750000 Penalty: 4524.105957
	Iteration 7F: 3 clusters Score -857781.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -858108.000000 Penalty: 4524.105957
	Iteration 8Q: 3 clusters Score -858108 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -858358.750000 Penalty: 4524.105957
	Iteration 9Q: 3 clusters Score -858358.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -858585.750000 Penalty: 4524.105957
	Iteration 10Q: 3 clusters Score -858585.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -858799.187500 Penalty: 4524.105957
	Iteration 11Q: 3 clusters Score -858799.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -858975.500000 Penalty: 4524.105957
	Iteration 12Q: 3 clusters Score -858975.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -859072.562500 Penalty: 4524.105957
	Iteration 13Q: 3 clusters Score -859072.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -859141.937500 Penalty: 4524.105957
	Iteration 14Q: 3 clusters Score -859141.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -859181.250000 Penalty: 4524.105957
	Iteration 15Q: 3 clusters Score -859181.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -859210.375000 Penalty: 4524.105957
	Iteration 16Q: 3 clusters Score -859210.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -859242.562500 Penalty: 4524.105957
	Iteration 17Q: 3 clusters Score -859242.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -859293.500000 Penalty: 4524.105957
	Iteration 18Q: 3 clusters Score -859293.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -859379.437500 Penalty: 4524.105957
	Iteration 19Q: 3 clusters Score -859379.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -859473.125000 Penalty: 4524.105957
	Iteration 20F: 3 clusters Score -859473.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -859546.437500 Penalty: 4524.105957
	Iteration 21Q: 3 clusters Score -859546.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -859587.625000 Penalty: 4524.105957
	Iteration 22Q: 3 clusters Score -859587.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -859614.062500 Penalty: 4524.105957
	Iteration 23Q: 3 clusters Score -859614.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -859622.000000 Penalty: 4524.105957
	Iteration 24Q: 3 clusters Score -859622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -859626.875000 Penalty: 4524.105957
	Iteration 25Q: 3 clusters Score -859626.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -859629.750000 Penalty: 4524.105957
	Iteration 26Q: 3 clusters Score -859629.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -859630.312500 Penalty: 4524.105957
	Iteration 27Q: 3 clusters Score -859630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -859629.625000 Penalty: 4524.105957
	Iteration 28Q: 3 clusters Score -859629.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -859629.625000 Penalty: 4524.105957
	Iteration 29F: 3 clusters Score -859629.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Entering Unmasked Estep 
Score: -333551.031250 Penalty: 2029.759521
	Iteration 0F: 2 clusters Score -333551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -329951.968750 Penalty: 4059.519043
	Iteration 0F: 3 clusters Score -329952 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -330797.312500 Penalty: 4059.519043
	Iteration 1F: 3 clusters Score -330797.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -331084.781250 Penalty: 4059.519043
	Iteration 2F: 3 clusters Score -331084.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -331333.656250 Penalty: 4059.519043
	Iteration 3F: 3 clusters Score -331333.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -331566.968750 Penalty: 4059.519043
	Iteration 4F: 3 clusters Score -331567 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -331832.750000 Penalty: 4059.519043
	Iteration 5F: 3 clusters Score -331832.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -332123.156250 Penalty: 4059.519043
	Iteration 6F: 3 clusters Score -332123.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -332372.718750 Penalty: 4059.519043
	Iteration 7F: 3 clusters Score -332372.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -332523.156250 Penalty: 4059.519043
	Iteration 8Q: 3 clusters Score -332523.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -332598.281250 Penalty: 4059.519043
	Iteration 9Q: 3 clusters Score -332598.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -332622.000000 Penalty: 4059.519043
	Iteration 10Q: 3 clusters Score -332622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -332635.437500 Penalty: 4059.519043
	Iteration 11Q: 3 clusters Score -332635.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -332641.062500 Penalty: 4059.519043
	Iteration 12Q: 3 clusters Score -332641.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -332644.906250 Penalty: 4059.519043
	Iteration 13Q: 3 clusters Score -332644.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -332645.718750 Penalty: 4059.519043
	Iteration 14Q: 3 clusters Score -332645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -332647.437500 Penalty: 4059.519043
	Iteration 15Q: 3 clusters Score -332647.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -332648.531250 Penalty: 4059.519043
	Iteration 16Q: 3 clusters Score -332648.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -332650.656250 Penalty: 4059.519043
	Iteration 17Q: 3 clusters Score -332650.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -332651.781250 Penalty: 4059.519043
	Iteration 18Q: 3 clusters Score -332651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -332653.031250 Penalty: 4059.519043
	Iteration 19Q: 3 clusters Score -332653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -332655.312500 Penalty: 4059.519043
	Iteration 20F: 3 clusters Score -332655.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -332656.843750 Penalty: 4059.519043
	Iteration 21Q: 3 clusters Score -332656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -332658.218750 Penalty: 4059.519043
	Iteration 22Q: 3 clusters Score -332658.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -332661.031250 Penalty: 4059.519043
	Iteration 23Q: 3 clusters Score -332661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -332664.375000 Penalty: 4059.519043
	Iteration 24Q: 3 clusters Score -332664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -332664.625000 Penalty: 4059.519043
	Iteration 25Q: 3 clusters Score -332664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -332666.000000 Penalty: 4059.519043
	Iteration 26Q: 3 clusters Score -332666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -332666.781250 Penalty: 4059.519043
	Iteration 27Q: 3 clusters Score -332666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -332666.250000 Penalty: 4059.519043
	Iteration 28Q: 3 clusters Score -332666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -332667.312500 Penalty: 4059.519043
	Iteration 29Q: 3 clusters Score -332667.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -332666.843750 Penalty: 4059.519043
	Iteration 30Q: 3 clusters Score -332666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -332667.375000 Penalty: 4059.519043
	Iteration 31Q: 3 clusters Score -332667.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -332667.375000 Penalty: 4059.519043
	Iteration 32F: 3 clusters Score -332667.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134490 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29543 members 
Mstep: Class 6 contains 309821 members 
Mstep: Class 7 contains 97849 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19167 members 
Mstep: Class 10 contains 8448 members 
Mstep: Class 11 contains 225052 members 
Mstep: Class 12 contains 65395 members 
Mstep: Class 13 contains 21726 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 220544 members 
Mstep: Class 16 contains 8522 members 
Mstep: Class 17 contains 9292 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5415 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 8753 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5646 members 
Mstep: Class 24 contains 13799 members 
Mstep: Class 25 contains 5845 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11690 members 
Mstep: Class 28 contains 10201 members 
Mstep: Class 29 contains 9897 members 
Mstep: Class 30 contains 25672 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702496.000000 Penalty: 120826.726562
Iteration 319Q: 35 clusters Score -1.577025e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134492 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29542 members 
Mstep: Class 6 contains 309817 members 
Mstep: Class 7 contains 97849 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19169 members 
Mstep: Class 10 contains 8449 members 
Mstep: Class 11 contains 225048 members 
Mstep: Class 12 contains 65392 members 
Mstep: Class 13 contains 21728 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 220533 members 
Mstep: Class 16 contains 8527 members 
Mstep: Class 17 contains 9291 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5416 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 8766 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5653 members 
Mstep: Class 24 contains 13798 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11694 members 
Mstep: Class 28 contains 10206 members 
Mstep: Class 29 contains 9867 members 
Mstep: Class 30 contains 25672 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 6042 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702560.000000 Penalty: 120826.726562
Iteration 320F: 35 clusters Score -1.577026e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134491 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29539 members 
Mstep: Class 6 contains 309817 members 
Mstep: Class 7 contains 97850 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19169 members 
Mstep: Class 10 contains 8451 members 
Mstep: Class 11 contains 225046 members 
Mstep: Class 12 contains 65390 members 
Mstep: Class 13 contains 21732 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 220523 members 
Mstep: Class 16 contains 8536 members 
Mstep: Class 17 contains 9288 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 5418 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 8773 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5653 members 
Mstep: Class 24 contains 13801 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11695 members 
Mstep: Class 28 contains 10213 members 
Mstep: Class 29 contains 9845 members 
Mstep: Class 30 contains 25672 members 
Mstep: Class 31 contains 8709 members 
Mstep: Class 32 contains 6047 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702576.000000 Penalty: 120826.726562
Iteration 321Q: 35 clusters Score -1.577026e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134491 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29538 members 
Mstep: Class 6 contains 309817 members 
Mstep: Class 7 contains 97854 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19181 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 225043 members 
Mstep: Class 12 contains 65386 members 
Mstep: Class 13 contains 21733 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 220525 members 
Mstep: Class 16 contains 8543 members 
Mstep: Class 17 contains 9283 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 5423 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 8783 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5658 members 
Mstep: Class 24 contains 13801 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11698 members 
Mstep: Class 28 contains 10214 members 
Mstep: Class 29 contains 9805 members 
Mstep: Class 30 contains 25672 members 
Mstep: Class 31 contains 8710 members 
Mstep: Class 32 contains 6050 members 
Mstep: Class 33 contains 9146 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702432.000000 Penalty: 120826.726562
Iteration 322Q: 35 clusters Score -1.577024e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134491 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29535 members 
Mstep: Class 6 contains 309801 members 
Mstep: Class 7 contains 97864 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19202 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 225043 members 
Mstep: Class 12 contains 65385 members 
Mstep: Class 13 contains 21731 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 220518 members 
Mstep: Class 16 contains 8550 members 
Mstep: Class 17 contains 9283 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5426 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 8791 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5668 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11703 members 
Mstep: Class 28 contains 10219 members 
Mstep: Class 29 contains 9761 members 
Mstep: Class 30 contains 25671 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 6053 members 
Mstep: Class 33 contains 9144 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702512.000000 Penalty: 120826.726562
Iteration 323Q: 35 clusters Score -1.577025e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134492 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29535 members 
Mstep: Class 6 contains 309806 members 
Mstep: Class 7 contains 97866 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19215 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 225043 members 
Mstep: Class 12 contains 65382 members 
Mstep: Class 13 contains 21730 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 220508 members 
Mstep: Class 16 contains 8550 members 
Mstep: Class 17 contains 9286 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5431 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 8795 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5673 members 
Mstep: Class 24 contains 13798 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11704 members 
Mstep: Class 28 contains 10221 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 25670 members 
Mstep: Class 31 contains 8718 members 
Mstep: Class 32 contains 6059 members 
Mstep: Class 33 contains 9146 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702576.000000 Penalty: 120826.726562
Iteration 324Q: 35 clusters Score -1.577026e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134493 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29538 members 
Mstep: Class 6 contains 309793 members 
Mstep: Class 7 contains 97867 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19226 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 225039 members 
Mstep: Class 12 contains 65379 members 
Mstep: Class 13 contains 21730 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 220507 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 9285 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5433 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 8799 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5686 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 18330 members 
Mstep: Class 27 contains 11708 members 
Mstep: Class 28 contains 10222 members 
Mstep: Class 29 contains 9687 members 
Mstep: Class 30 contains 25671 members 
Mstep: Class 31 contains 8719 members 
Mstep: Class 32 contains 6066 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702608.000000 Penalty: 120826.726562
Iteration 325Q: 35 clusters Score -1.577026e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134491 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12656 members 
Mstep: Class 5 contains 29541 members 
Mstep: Class 6 contains 309784 members 
Mstep: Class 7 contains 97873 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19243 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 225039 members 
Mstep: Class 12 contains 65383 members 
Mstep: Class 13 contains 21732 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 220500 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 9287 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5433 members 
Mstep: Class 20 contains 5218 members 
Mstep: Class 21 contains 8800 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5695 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 18330 members 
Mstep: Class 27 contains 11712 members 
Mstep: Class 28 contains 10223 members 
Mstep: Class 29 contains 9641 members 
Mstep: Class 30 contains 25671 members 
Mstep: Class 31 contains 8721 members 
Mstep: Class 32 contains 6070 members 
Mstep: Class 33 contains 9155 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702720.000000 Penalty: 120826.726562
Iteration 326Q: 35 clusters Score -1.577027e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134491 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12656 members 
Mstep: Class 5 contains 29541 members 
Mstep: Class 6 contains 309779 members 
Mstep: Class 7 contains 97881 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19260 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 225038 members 
Mstep: Class 12 contains 65381 members 
Mstep: Class 13 contains 21738 members 
Mstep: Class 14 contains 8645 members 
Mstep: Class 15 contains 220486 members 
Mstep: Class 16 contains 8556 members 
Mstep: Class 17 contains 9286 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5438 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8808 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5705 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11711 members 
Mstep: Class 28 contains 10223 members 
Mstep: Class 29 contains 9602 members 
Mstep: Class 30 contains 25671 members 
Mstep: Class 31 contains 8722 members 
Mstep: Class 32 contains 6074 members 
Mstep: Class 33 contains 9160 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702608.000000 Penalty: 120826.726562
Iteration 327Q: 35 clusters Score -1.577026e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134492 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12656 members 
Mstep: Class 5 contains 29539 members 
Mstep: Class 6 contains 309768 members 
Mstep: Class 7 contains 97887 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19287 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 225033 members 
Mstep: Class 12 contains 65379 members 
Mstep: Class 13 contains 21740 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220477 members 
Mstep: Class 16 contains 8558 members 
Mstep: Class 17 contains 9286 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5442 members 
Mstep: Class 20 contains 5221 members 
Mstep: Class 21 contains 8813 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5711 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11716 members 
Mstep: Class 28 contains 10221 members 
Mstep: Class 29 contains 9568 members 
Mstep: Class 30 contains 25671 members 
Mstep: Class 31 contains 8722 members 
Mstep: Class 32 contains 6080 members 
Mstep: Class 33 contains 9162 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702640.000000 Penalty: 120826.726562
Iteration 328Q: 35 clusters Score -1.577026e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134490 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12656 members 
Mstep: Class 5 contains 29536 members 
Mstep: Class 6 contains 309773 members 
Mstep: Class 7 contains 97889 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 225033 members 
Mstep: Class 12 contains 65377 members 
Mstep: Class 13 contains 21741 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220472 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 9284 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5444 members 
Mstep: Class 20 contains 5221 members 
Mstep: Class 21 contains 8814 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11719 members 
Mstep: Class 28 contains 10222 members 
Mstep: Class 29 contains 9533 members 
Mstep: Class 30 contains 25673 members 
Mstep: Class 31 contains 8723 members 
Mstep: Class 32 contains 6081 members 
Mstep: Class 33 contains 9162 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702416.000000 Penalty: 120826.726562
Iteration 329Q: 35 clusters Score -1.577024e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134490 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12656 members 
Mstep: Class 5 contains 29537 members 
Mstep: Class 6 contains 309774 members 
Mstep: Class 7 contains 97883 members 
Mstep: Class 8 contains 7682 members 
Mstep: Class 9 contains 19321 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 225034 members 
Mstep: Class 12 contains 65375 members 
Mstep: Class 13 contains 21746 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220470 members 
Mstep: Class 16 contains 8559 members 
Mstep: Class 17 contains 9283 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5446 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8816 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5725 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5850 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11721 members 
Mstep: Class 28 contains 10225 members 
Mstep: Class 29 contains 9505 members 
Mstep: Class 30 contains 25675 members 
Mstep: Class 31 contains 8724 members 
Mstep: Class 32 contains 6080 members 
Mstep: Class 33 contains 9163 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702544.000000 Penalty: 120826.726562
Iteration 330Q: 35 clusters Score -1.577025e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134488 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12656 members 
Mstep: Class 5 contains 29532 members 
Mstep: Class 6 contains 309771 members 
Mstep: Class 7 contains 97879 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 19331 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 225030 members 
Mstep: Class 12 contains 65371 members 
Mstep: Class 13 contains 21741 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220462 members 
Mstep: Class 16 contains 8559 members 
Mstep: Class 17 contains 9287 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5449 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8821 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11731 members 
Mstep: Class 28 contains 10230 members 
Mstep: Class 29 contains 9480 members 
Mstep: Class 30 contains 25677 members 
Mstep: Class 31 contains 8726 members 
Mstep: Class 32 contains 6080 members 
Mstep: Class 33 contains 9168 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702544.000000 Penalty: 120826.726562
Iteration 331Q: 35 clusters Score -1.577025e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134488 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230361 members 
Mstep: Class 4 contains 12656 members 
Mstep: Class 5 contains 29528 members 
Mstep: Class 6 contains 309769 members 
Mstep: Class 7 contains 97880 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 19331 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 225032 members 
Mstep: Class 12 contains 65369 members 
Mstep: Class 13 contains 21747 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220454 members 
Mstep: Class 16 contains 8559 members 
Mstep: Class 17 contains 9292 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8830 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11743 members 
Mstep: Class 28 contains 10230 members 
Mstep: Class 29 contains 9450 members 
Mstep: Class 30 contains 25677 members 
Mstep: Class 31 contains 8728 members 
Mstep: Class 32 contains 6082 members 
Mstep: Class 33 contains 9167 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702512.000000 Penalty: 120826.726562
Iteration 332Q: 35 clusters Score -1.577025e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134484 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230363 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29524 members 
Mstep: Class 6 contains 309767 members 
Mstep: Class 7 contains 97879 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 19338 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 225035 members 
Mstep: Class 12 contains 65367 members 
Mstep: Class 13 contains 21754 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220442 members 
Mstep: Class 16 contains 8559 members 
Mstep: Class 17 contains 9296 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5446 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8838 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5749 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5855 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11748 members 
Mstep: Class 28 contains 10228 members 
Mstep: Class 29 contains 9418 members 
Mstep: Class 30 contains 25677 members 
Mstep: Class 31 contains 8731 members 
Mstep: Class 32 contains 6088 members 
Mstep: Class 33 contains 9171 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702560.000000 Penalty: 120826.726562
Iteration 333Q: 35 clusters Score -1.577026e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134484 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230368 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29520 members 
Mstep: Class 6 contains 309765 members 
Mstep: Class 7 contains 97876 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19358 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 225032 members 
Mstep: Class 12 contains 65367 members 
Mstep: Class 13 contains 21761 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220430 members 
Mstep: Class 16 contains 8559 members 
Mstep: Class 17 contains 9301 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5446 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8844 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5758 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5856 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11747 members 
Mstep: Class 28 contains 10231 members 
Mstep: Class 29 contains 9383 members 
Mstep: Class 30 contains 25677 members 
Mstep: Class 31 contains 8731 members 
Mstep: Class 32 contains 6090 members 
Mstep: Class 33 contains 9177 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702464.000000 Penalty: 120826.726562
Iteration 334Q: 35 clusters Score -1.577025e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134484 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230368 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29521 members 
Mstep: Class 6 contains 309759 members 
Mstep: Class 7 contains 97869 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19376 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 225031 members 
Mstep: Class 12 contains 65370 members 
Mstep: Class 13 contains 21764 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220422 members 
Mstep: Class 16 contains 8559 members 
Mstep: Class 17 contains 9306 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8851 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5760 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5856 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11749 members 
Mstep: Class 28 contains 10227 members 
Mstep: Class 29 contains 9360 members 
Mstep: Class 30 contains 25677 members 
Mstep: Class 31 contains 8730 members 
Mstep: Class 32 contains 6092 members 
Mstep: Class 33 contains 9182 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702368.000000 Penalty: 120826.726562
Iteration 335Q: 35 clusters Score -1.577024e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134485 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230367 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29523 members 
Mstep: Class 6 contains 309758 members 
Mstep: Class 7 contains 97864 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19372 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 225030 members 
Mstep: Class 12 contains 65369 members 
Mstep: Class 13 contains 21769 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220411 members 
Mstep: Class 16 contains 8558 members 
Mstep: Class 17 contains 9312 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5448 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 102685 members 
Mstep: Class 23 contains 5767 members 
Mstep: Class 24 contains 13798 members 
Mstep: Class 25 contains 5857 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11749 members 
Mstep: Class 28 contains 10223 members 
Mstep: Class 29 contains 9344 members 
Mstep: Class 30 contains 25677 members 
Mstep: Class 31 contains 8732 members 
Mstep: Class 32 contains 6100 members 
Mstep: Class 33 contains 9189 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702560.000000 Penalty: 120826.726562
Iteration 336Q: 35 clusters Score -1.577026e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134483 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230367 members 
Mstep: Class 4 contains 12652 members 
Mstep: Class 5 contains 29522 members 
Mstep: Class 6 contains 309757 members 
Mstep: Class 7 contains 97863 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19359 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 225026 members 
Mstep: Class 12 contains 65366 members 
Mstep: Class 13 contains 21773 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220403 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 9314 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5449 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8866 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5774 members 
Mstep: Class 24 contains 13799 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11754 members 
Mstep: Class 28 contains 10225 members 
Mstep: Class 29 contains 9329 members 
Mstep: Class 30 contains 25678 members 
Mstep: Class 31 contains 8731 members 
Mstep: Class 32 contains 6109 members 
Mstep: Class 33 contains 9195 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702640.000000 Penalty: 120826.726562
Iteration 337Q: 35 clusters Score -1.577026e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134482 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230367 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29520 members 
Mstep: Class 6 contains 309752 members 
Mstep: Class 7 contains 97861 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19353 members 
Mstep: Class 10 contains 8454 members 
Mstep: Class 11 contains 225025 members 
Mstep: Class 12 contains 65365 members 
Mstep: Class 13 contains 21778 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220391 members 
Mstep: Class 16 contains 8562 members 
Mstep: Class 17 contains 9318 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5449 members 
Mstep: Class 20 contains 5221 members 
Mstep: Class 21 contains 8877 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5778 members 
Mstep: Class 24 contains 13800 members 
Mstep: Class 25 contains 5857 members 
Mstep: Class 26 contains 18330 members 
Mstep: Class 27 contains 11758 members 
Mstep: Class 28 contains 10226 members 
Mstep: Class 29 contains 9308 members 
Mstep: Class 30 contains 25677 members 
Mstep: Class 31 contains 8730 members 
Mstep: Class 32 contains 6114 members 
Mstep: Class 33 contains 9208 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702688.000000 Penalty: 120826.726562
Iteration 338Q: 35 clusters Score -1.577027e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134481 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230368 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29516 members 
Mstep: Class 6 contains 309753 members 
Mstep: Class 7 contains 97863 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 8455 members 
Mstep: Class 11 contains 225022 members 
Mstep: Class 12 contains 65364 members 
Mstep: Class 13 contains 21778 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220375 members 
Mstep: Class 16 contains 8564 members 
Mstep: Class 17 contains 9317 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5450 members 
Mstep: Class 20 contains 5221 members 
Mstep: Class 21 contains 8893 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5781 members 
Mstep: Class 24 contains 13799 members 
Mstep: Class 25 contains 5857 members 
Mstep: Class 26 contains 18330 members 
Mstep: Class 27 contains 11759 members 
Mstep: Class 28 contains 10226 members 
Mstep: Class 29 contains 9289 members 
Mstep: Class 30 contains 25678 members 
Mstep: Class 31 contains 8731 members 
Mstep: Class 32 contains 6120 members 
Mstep: Class 33 contains 9208 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702624.000000 Penalty: 120826.726562
Iteration 339Q: 35 clusters Score -1.577026e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134481 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230368 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29513 members 
Mstep: Class 6 contains 309752 members 
Mstep: Class 7 contains 97866 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19362 members 
Mstep: Class 10 contains 8457 members 
Mstep: Class 11 contains 225020 members 
Mstep: Class 12 contains 65364 members 
Mstep: Class 13 contains 21778 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220367 members 
Mstep: Class 16 contains 8566 members 
Mstep: Class 17 contains 9319 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5450 members 
Mstep: Class 20 contains 5221 members 
Mstep: Class 21 contains 8908 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5788 members 
Mstep: Class 24 contains 13800 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18330 members 
Mstep: Class 27 contains 11759 members 
Mstep: Class 28 contains 10229 members 
Mstep: Class 29 contains 9262 members 
Mstep: Class 30 contains 25679 members 
Mstep: Class 31 contains 8733 members 
Mstep: Class 32 contains 6122 members 
Mstep: Class 33 contains 9209 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702736.000000 Penalty: 120826.726562
Iteration 340F: 35 clusters Score -1.577027e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134480 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230367 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29513 members 
Mstep: Class 6 contains 309758 members 
Mstep: Class 7 contains 97870 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19362 members 
Mstep: Class 10 contains 8459 members 
Mstep: Class 11 contains 225016 members 
Mstep: Class 12 contains 65362 members 
Mstep: Class 13 contains 21784 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220355 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 9321 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5453 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8917 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5796 members 
Mstep: Class 24 contains 13800 members 
Mstep: Class 25 contains 5859 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11762 members 
Mstep: Class 28 contains 10233 members 
Mstep: Class 29 contains 9235 members 
Mstep: Class 30 contains 25680 members 
Mstep: Class 31 contains 8733 members 
Mstep: Class 32 contains 6123 members 
Mstep: Class 33 contains 9206 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702720.000000 Penalty: 120826.726562
Iteration 341Q: 35 clusters Score -1.577027e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134480 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230367 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29510 members 
Mstep: Class 6 contains 309755 members 
Mstep: Class 7 contains 97865 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19375 members 
Mstep: Class 10 contains 8462 members 
Mstep: Class 11 contains 225013 members 
Mstep: Class 12 contains 65360 members 
Mstep: Class 13 contains 21790 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220344 members 
Mstep: Class 16 contains 8565 members 
Mstep: Class 17 contains 9322 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5453 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8928 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5803 members 
Mstep: Class 24 contains 13800 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18330 members 
Mstep: Class 27 contains 11767 members 
Mstep: Class 28 contains 10238 members 
Mstep: Class 29 contains 9212 members 
Mstep: Class 30 contains 25681 members 
Mstep: Class 31 contains 8734 members 
Mstep: Class 32 contains 6124 members 
Mstep: Class 33 contains 9205 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702608.000000 Penalty: 120826.726562
Iteration 342Q: 35 clusters Score -1.577026e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134480 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230367 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29509 members 
Mstep: Class 6 contains 309758 members 
Mstep: Class 7 contains 97863 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19380 members 
Mstep: Class 10 contains 8463 members 
Mstep: Class 11 contains 225009 members 
Mstep: Class 12 contains 65358 members 
Mstep: Class 13 contains 21802 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220327 members 
Mstep: Class 16 contains 8565 members 
Mstep: Class 17 contains 9322 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5453 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8938 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5810 members 
Mstep: Class 24 contains 13799 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18331 members 
Mstep: Class 27 contains 11769 members 
Mstep: Class 28 contains 10241 members 
Mstep: Class 29 contains 9190 members 
Mstep: Class 30 contains 25681 members 
Mstep: Class 31 contains 8738 members 
Mstep: Class 32 contains 6126 members 
Mstep: Class 33 contains 9204 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702400.000000 Penalty: 120826.726562
Iteration 343Q: 35 clusters Score -1.577024e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134480 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230367 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29510 members 
Mstep: Class 6 contains 309760 members 
Mstep: Class 7 contains 97868 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19394 members 
Mstep: Class 10 contains 8463 members 
Mstep: Class 11 contains 225007 members 
Mstep: Class 12 contains 65356 members 
Mstep: Class 13 contains 21808 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220311 members 
Mstep: Class 16 contains 8565 members 
Mstep: Class 17 contains 9321 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5452 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8950 members 
Mstep: Class 22 contains 102685 members 
Mstep: Class 23 contains 5812 members 
Mstep: Class 24 contains 13799 members 
Mstep: Class 25 contains 5855 members 
Mstep: Class 26 contains 18332 members 
Mstep: Class 27 contains 11772 members 
Mstep: Class 28 contains 10241 members 
Mstep: Class 29 contains 9164 members 
Mstep: Class 30 contains 25681 members 
Mstep: Class 31 contains 8738 members 
Mstep: Class 32 contains 6128 members 
Mstep: Class 33 contains 9206 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702352.000000 Penalty: 120826.726562
Iteration 344Q: 35 clusters Score -1.577024e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230366 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29514 members 
Mstep: Class 6 contains 309762 members 
Mstep: Class 7 contains 97867 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19393 members 
Mstep: Class 10 contains 8464 members 
Mstep: Class 11 contains 225007 members 
Mstep: Class 12 contains 65355 members 
Mstep: Class 13 contains 21811 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220296 members 
Mstep: Class 16 contains 8566 members 
Mstep: Class 17 contains 9324 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5451 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8955 members 
Mstep: Class 22 contains 102685 members 
Mstep: Class 23 contains 5818 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5855 members 
Mstep: Class 26 contains 18332 members 
Mstep: Class 27 contains 11773 members 
Mstep: Class 28 contains 10246 members 
Mstep: Class 29 contains 9149 members 
Mstep: Class 30 contains 25680 members 
Mstep: Class 31 contains 8741 members 
Mstep: Class 32 contains 6133 members 
Mstep: Class 33 contains 9206 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702304.000000 Penalty: 120826.726562
Iteration 345Q: 35 clusters Score -1.577023e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134480 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230366 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29510 members 
Mstep: Class 6 contains 309760 members 
Mstep: Class 7 contains 97864 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19390 members 
Mstep: Class 10 contains 8465 members 
Mstep: Class 11 contains 225006 members 
Mstep: Class 12 contains 65353 members 
Mstep: Class 13 contains 21817 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220290 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 9324 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5450 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8963 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5824 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5855 members 
Mstep: Class 26 contains 18333 members 
Mstep: Class 27 contains 11776 members 
Mstep: Class 28 contains 10248 members 
Mstep: Class 29 contains 9134 members 
Mstep: Class 30 contains 25679 members 
Mstep: Class 31 contains 8742 members 
Mstep: Class 32 contains 6140 members 
Mstep: Class 33 contains 9206 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702320.000000 Penalty: 120826.726562
Iteration 346Q: 35 clusters Score -1.577023e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134478 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230366 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29509 members 
Mstep: Class 6 contains 309750 members 
Mstep: Class 7 contains 97863 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19377 members 
Mstep: Class 10 contains 8465 members 
Mstep: Class 11 contains 225007 members 
Mstep: Class 12 contains 65354 members 
Mstep: Class 13 contains 21825 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220289 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 9325 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5451 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8971 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5833 members 
Mstep: Class 24 contains 13799 members 
Mstep: Class 25 contains 5855 members 
Mstep: Class 26 contains 18333 members 
Mstep: Class 27 contains 11780 members 
Mstep: Class 28 contains 10251 members 
Mstep: Class 29 contains 9114 members 
Mstep: Class 30 contains 25680 members 
Mstep: Class 31 contains 8745 members 
Mstep: Class 32 contains 6146 members 
Mstep: Class 33 contains 9205 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702512.000000 Penalty: 120826.726562
Iteration 347Q: 35 clusters Score -1.577025e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134477 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230366 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29505 members 
Mstep: Class 6 contains 309752 members 
Mstep: Class 7 contains 97863 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19358 members 
Mstep: Class 10 contains 8465 members 
Mstep: Class 11 contains 225009 members 
Mstep: Class 12 contains 65353 members 
Mstep: Class 13 contains 21830 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220284 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 9325 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5451 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5838 members 
Mstep: Class 24 contains 13799 members 
Mstep: Class 25 contains 5855 members 
Mstep: Class 26 contains 18334 members 
Mstep: Class 27 contains 11785 members 
Mstep: Class 28 contains 10253 members 
Mstep: Class 29 contains 9105 members 
Mstep: Class 30 contains 25682 members 
Mstep: Class 31 contains 8746 members 
Mstep: Class 32 contains 6151 members 
Mstep: Class 33 contains 9204 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702528.000000 Penalty: 120826.726562
Iteration 348Q: 35 clusters Score -1.577025e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134476 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230366 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29505 members 
Mstep: Class 6 contains 309746 members 
Mstep: Class 7 contains 97859 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19345 members 
Mstep: Class 10 contains 8465 members 
Mstep: Class 11 contains 225005 members 
Mstep: Class 12 contains 65350 members 
Mstep: Class 13 contains 21833 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220274 members 
Mstep: Class 16 contains 8573 members 
Mstep: Class 17 contains 9329 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5451 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8987 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5843 members 
Mstep: Class 24 contains 13800 members 
Mstep: Class 25 contains 5857 members 
Mstep: Class 26 contains 18335 members 
Mstep: Class 27 contains 11792 members 
Mstep: Class 28 contains 10259 members 
Mstep: Class 29 contains 9099 members 
Mstep: Class 30 contains 25682 members 
Mstep: Class 31 contains 8749 members 
Mstep: Class 32 contains 6153 members 
Mstep: Class 33 contains 9208 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702544.000000 Penalty: 120826.726562
Iteration 349Q: 35 clusters Score -1.577025e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134474 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230367 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29503 members 
Mstep: Class 6 contains 309742 members 
Mstep: Class 7 contains 97853 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19342 members 
Mstep: Class 10 contains 8466 members 
Mstep: Class 11 contains 225001 members 
Mstep: Class 12 contains 65349 members 
Mstep: Class 13 contains 21841 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220265 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 9328 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5452 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 8997 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5849 members 
Mstep: Class 24 contains 13800 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18335 members 
Mstep: Class 27 contains 11796 members 
Mstep: Class 28 contains 10255 members 
Mstep: Class 29 contains 9098 members 
Mstep: Class 30 contains 25684 members 
Mstep: Class 31 contains 8748 members 
Mstep: Class 32 contains 6155 members 
Mstep: Class 33 contains 9208 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702640.000000 Penalty: 120826.726562
Iteration 350Q: 35 clusters Score -1.577026e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134477 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230368 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29498 members 
Mstep: Class 6 contains 309736 members 
Mstep: Class 7 contains 97851 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19326 members 
Mstep: Class 10 contains 8467 members 
Mstep: Class 11 contains 224996 members 
Mstep: Class 12 contains 65349 members 
Mstep: Class 13 contains 21847 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220262 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 9327 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5451 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 9004 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5852 members 
Mstep: Class 24 contains 13800 members 
Mstep: Class 25 contains 5859 members 
Mstep: Class 26 contains 18336 members 
Mstep: Class 27 contains 11804 members 
Mstep: Class 28 contains 10256 members 
Mstep: Class 29 contains 9097 members 
Mstep: Class 30 contains 25686 members 
Mstep: Class 31 contains 8750 members 
Mstep: Class 32 contains 6156 members 
Mstep: Class 33 contains 9211 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702608.000000 Penalty: 120826.726562
Iteration 351Q: 35 clusters Score -1.577026e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134475 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230367 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29498 members 
Mstep: Class 6 contains 309728 members 
Mstep: Class 7 contains 97847 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19316 members 
Mstep: Class 10 contains 8469 members 
Mstep: Class 11 contains 224995 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 21852 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220256 members 
Mstep: Class 16 contains 8576 members 
Mstep: Class 17 contains 9325 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5449 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 9018 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5858 members 
Mstep: Class 24 contains 13799 members 
Mstep: Class 25 contains 5859 members 
Mstep: Class 26 contains 18336 members 
Mstep: Class 27 contains 11808 members 
Mstep: Class 28 contains 10256 members 
Mstep: Class 29 contains 9098 members 
Mstep: Class 30 contains 25689 members 
Mstep: Class 31 contains 8748 members 
Mstep: Class 32 contains 6158 members 
Mstep: Class 33 contains 9212 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702672.000000 Penalty: 120826.726562
Iteration 352Q: 35 clusters Score -1.577027e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134475 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230366 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29494 members 
Mstep: Class 6 contains 309725 members 
Mstep: Class 7 contains 97848 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 8472 members 
Mstep: Class 11 contains 224993 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 21855 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220255 members 
Mstep: Class 16 contains 8576 members 
Mstep: Class 17 contains 9326 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5445 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 9027 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5862 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18336 members 
Mstep: Class 27 contains 11809 members 
Mstep: Class 28 contains 10257 members 
Mstep: Class 29 contains 9098 members 
Mstep: Class 30 contains 25690 members 
Mstep: Class 31 contains 8749 members 
Mstep: Class 32 contains 6159 members 
Mstep: Class 33 contains 9209 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702464.000000 Penalty: 120826.726562
Iteration 353Q: 35 clusters Score -1.577025e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134474 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230365 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29494 members 
Mstep: Class 6 contains 309728 members 
Mstep: Class 7 contains 97844 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19300 members 
Mstep: Class 10 contains 8474 members 
Mstep: Class 11 contains 224988 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 21858 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220248 members 
Mstep: Class 16 contains 8576 members 
Mstep: Class 17 contains 9325 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 5219 members 
Mstep: Class 21 contains 9041 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5860 members 
Mstep: Class 26 contains 18338 members 
Mstep: Class 27 contains 11811 members 
Mstep: Class 28 contains 10257 members 
Mstep: Class 29 contains 9096 members 
Mstep: Class 30 contains 25692 members 
Mstep: Class 31 contains 8747 members 
Mstep: Class 32 contains 6159 members 
Mstep: Class 33 contains 9210 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702560.000000 Penalty: 120826.726562
Iteration 354Q: 35 clusters Score -1.577026e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134475 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230364 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29490 members 
Mstep: Class 6 contains 309721 members 
Mstep: Class 7 contains 97840 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19291 members 
Mstep: Class 10 contains 8476 members 
Mstep: Class 11 contains 224983 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 21859 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220239 members 
Mstep: Class 16 contains 8573 members 
Mstep: Class 17 contains 9327 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 9059 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11813 members 
Mstep: Class 28 contains 10256 members 
Mstep: Class 29 contains 9098 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8747 members 
Mstep: Class 32 contains 6160 members 
Mstep: Class 33 contains 9218 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702624.000000 Penalty: 120826.726562
Iteration 355Q: 35 clusters Score -1.577026e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134475 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230360 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29487 members 
Mstep: Class 6 contains 309710 members 
Mstep: Class 7 contains 97836 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19285 members 
Mstep: Class 10 contains 8481 members 
Mstep: Class 11 contains 224981 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 21861 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220233 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 9328 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5448 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 9080 members 
Mstep: Class 22 contains 102685 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18341 members 
Mstep: Class 27 contains 11814 members 
Mstep: Class 28 contains 10257 members 
Mstep: Class 29 contains 9099 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8748 members 
Mstep: Class 32 contains 6161 members 
Mstep: Class 33 contains 9220 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702640.000000 Penalty: 120826.726562
Iteration 356Q: 35 clusters Score -1.577026e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134474 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230359 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29484 members 
Mstep: Class 6 contains 309701 members 
Mstep: Class 7 contains 97837 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19269 members 
Mstep: Class 10 contains 8485 members 
Mstep: Class 11 contains 224977 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 21864 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220229 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 9331 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 9100 members 
Mstep: Class 22 contains 102685 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5857 members 
Mstep: Class 26 contains 18341 members 
Mstep: Class 27 contains 11816 members 
Mstep: Class 28 contains 10259 members 
Mstep: Class 29 contains 9101 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8748 members 
Mstep: Class 32 contains 6167 members 
Mstep: Class 33 contains 9217 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702512.000000 Penalty: 120826.726562
Iteration 357Q: 35 clusters Score -1.577025e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134476 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230359 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29480 members 
Mstep: Class 6 contains 309697 members 
Mstep: Class 7 contains 97834 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19253 members 
Mstep: Class 10 contains 8489 members 
Mstep: Class 11 contains 224975 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 21867 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220231 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 9333 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 9120 members 
Mstep: Class 22 contains 102685 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5857 members 
Mstep: Class 26 contains 18341 members 
Mstep: Class 27 contains 11816 members 
Mstep: Class 28 contains 10261 members 
Mstep: Class 29 contains 9101 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8750 members 
Mstep: Class 32 contains 6170 members 
Mstep: Class 33 contains 9209 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702496.000000 Penalty: 120826.726562
Iteration 358Q: 35 clusters Score -1.577025e+08 nChanged 97
Entering ConstructFrom: 
Score: -157702496.000000 Penalty: 120826.726562
Entering ConstructFrom: 
Trying to split cluster 1 (134477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134477 members 
Entering Unmasked Estep 
Score: -13031597.000000 Penalty: 2928.668945
	Iteration 0F: 2 clusters Score -1.30316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 67464 members 
Entering Unmasked Estep 
Score: -12941713.000000 Penalty: 5857.337891
	Iteration 0F: 3 clusters Score -1.294171e+07 nChanged 63921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64132 members 
Mstep: Class 2 contains 70345 members 
Entering Unmasked Estep 
Score: -12978695.000000 Penalty: 5857.337891
	Iteration 1F: 3 clusters Score -1.29787e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 72148 members 
Entering Unmasked Estep 
Score: -12979660.000000 Penalty: 5857.337891
	Iteration 2Q: 3 clusters Score -1.297966e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 74923 members 
Entering Unmasked Estep 
Score: -12980860.000000 Penalty: 5857.337891
	Iteration 3Q: 3 clusters Score -1.298086e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -12982853.000000 Penalty: 5857.337891
	Iteration 4Q: 3 clusters Score -1.298285e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 85673 members 
Entering Unmasked Estep 
Score: -12986803.000000 Penalty: 5857.337891
	Iteration 5F: 3 clusters Score -1.29868e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 94803 members 
Entering Unmasked Estep 
Score: -12993751.000000 Penalty: 5857.337891
	Iteration 6F: 3 clusters Score -1.299375e+07 nChanged 11590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 105927 members 
Entering Unmasked Estep 
Score: -13004129.000000 Penalty: 5857.337891
	Iteration 7F: 3 clusters Score -1.300413e+07 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 116943 members 
Entering Unmasked Estep 
Score: -13015700.000000 Penalty: 5857.337891
	Iteration 8F: 3 clusters Score -1.30157e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 124439 members 
Entering Unmasked Estep 
Score: -13023824.000000 Penalty: 5857.337891
	Iteration 9F: 3 clusters Score -1.302382e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 128086 members 
Entering Unmasked Estep 
Score: -13028352.000000 Penalty: 5857.337891
	Iteration 10Q: 3 clusters Score -1.302835e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 129482 members 
Entering Unmasked Estep 
Score: -13030568.000000 Penalty: 5857.337891
	Iteration 11Q: 3 clusters Score -1.303057e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 129936 members 
Entering Unmasked Estep 
Score: -13031453.000000 Penalty: 5857.337891
	Iteration 12Q: 3 clusters Score -1.303145e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 130128 members 
Entering Unmasked Estep 
Score: -13031806.000000 Penalty: 5857.337891
	Iteration 13Q: 3 clusters Score -1.303181e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 130220 members 
Entering Unmasked Estep 
Score: -13031931.000000 Penalty: 5857.337891
	Iteration 14Q: 3 clusters Score -1.303193e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 130267 members 
Entering Unmasked Estep 
Score: -13032002.000000 Penalty: 5857.337891
	Iteration 15Q: 3 clusters Score -1.3032e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 130300 members 
Entering Unmasked Estep 
Score: -13032014.000000 Penalty: 5857.337891
	Iteration 16Q: 3 clusters Score -1.303201e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 130326 members 
Entering Unmasked Estep 
Score: -13032035.000000 Penalty: 5857.337891
	Iteration 17Q: 3 clusters Score -1.303204e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 130324 members 
Entering Unmasked Estep 
Score: -13032042.000000 Penalty: 5857.337891
	Iteration 18Q: 3 clusters Score -1.303204e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 130315 members 
Entering Unmasked Estep 
Score: -13032058.000000 Penalty: 5857.337891
	Iteration 19Q: 3 clusters Score -1.303206e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 130307 members 
Entering Unmasked Estep 
Score: -13032068.000000 Penalty: 5857.337891
	Iteration 20F: 3 clusters Score -1.303207e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 130305 members 
Entering Unmasked Estep 
Score: -13032080.000000 Penalty: 5857.337891
	Iteration 21Q: 3 clusters Score -1.303208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 130311 members 
Entering Unmasked Estep 
Score: -13032074.000000 Penalty: 5857.337891
	Iteration 22Q: 3 clusters Score -1.303207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 130311 members 
Entering Unmasked Estep 
Score: -13032087.000000 Penalty: 5857.337891
	Iteration 23Q: 3 clusters Score -1.303209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 130310 members 
Entering Unmasked Estep 
Score: -13032094.000000 Penalty: 5857.337891
	Iteration 24Q: 3 clusters Score -1.303209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 130310 members 
Entering Unmasked Estep 
Score: -13032113.000000 Penalty: 5857.337891
	Iteration 25Q: 3 clusters Score -1.303211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 130311 members 
Entering Unmasked Estep 
Score: -13032102.000000 Penalty: 5857.337891
	Iteration 26Q: 3 clusters Score -1.30321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 130313 members 
Entering Unmasked Estep 
Score: -13032090.000000 Penalty: 5857.337891
	Iteration 27Q: 3 clusters Score -1.303209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 130315 members 
Entering Unmasked Estep 
Score: -13032097.000000 Penalty: 5857.337891
	Iteration 28Q: 3 clusters Score -1.30321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 130313 members 
Entering Unmasked Estep 
Score: -13032102.000000 Penalty: 5857.337891
	Iteration 29Q: 3 clusters Score -1.30321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 130309 members 
Entering Unmasked Estep 
Score: -13032099.000000 Penalty: 5857.337891
	Iteration 30Q: 3 clusters Score -1.30321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 130308 members 
Entering Unmasked Estep 
Score: -13032107.000000 Penalty: 5857.337891
	Iteration 31Q: 3 clusters Score -1.303211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 130309 members 
Entering Unmasked Estep 
Score: -13032103.000000 Penalty: 5857.337891
	Iteration 32Q: 3 clusters Score -1.30321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 130307 members 
Entering Unmasked Estep 
Score: -13032102.000000 Penalty: 5857.337891
	Iteration 33Q: 3 clusters Score -1.30321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 130307 members 
Entering Unmasked Estep 
Score: -13032102.000000 Penalty: 5857.337891
	Iteration 34F: 3 clusters Score -1.30321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230359 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29476 members 
Mstep: Class 6 contains 309689 members 
Mstep: Class 7 contains 97828 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19240 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 224973 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 21870 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220228 members 
Mstep: Class 16 contains 8573 members 
Mstep: Class 17 contains 9333 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 5221 members 
Mstep: Class 21 contains 9154 members 
Mstep: Class 22 contains 102685 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5859 members 
Mstep: Class 26 contains 18341 members 
Mstep: Class 27 contains 11817 members 
Mstep: Class 28 contains 10260 members 
Mstep: Class 29 contains 9100 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8751 members 
Mstep: Class 32 contains 6175 members 
Mstep: Class 33 contains 9196 members 
Mstep: Class 34 contains 3585 members 
Mstep: Class 35 contains 130307 members 
Entering Unmasked Estep 
Score: -157702208.000000 Penalty: 124380.453125
Splitting cluster 1 changes total score from -157702496.000000 to -157702208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (10325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Entering Unmasked Estep 
Score: -1018293.375000 Penalty: 2292.096436
	Iteration 0F: 2 clusters Score -1018293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1010398.562500 Penalty: 4584.192871
	Iteration 0F: 3 clusters Score -1010399 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1012654.312500 Penalty: 4584.192871
	Iteration 1F: 3 clusters Score -1012654 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1012963.750000 Penalty: 4584.192871
	Iteration 2F: 3 clusters Score -1012964 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1013164.875000 Penalty: 4584.192871
	Iteration 3F: 3 clusters Score -1013165 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1013296.062500 Penalty: 4584.192871
	Iteration 4Q: 3 clusters Score -1013296 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1013401.812500 Penalty: 4584.192871
	Iteration 5Q: 3 clusters Score -1013402 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1013496.312500 Penalty: 4584.192871
	Iteration 6Q: 3 clusters Score -1013496 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1013593.687500 Penalty: 4584.192871
	Iteration 7Q: 3 clusters Score -1013594 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1013694.062500 Penalty: 4584.192871
	Iteration 8Q: 3 clusters Score -1013694 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1013802.062500 Penalty: 4584.192871
	Iteration 9Q: 3 clusters Score -1013802 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1013910.312500 Penalty: 4584.192871
	Iteration 10Q: 3 clusters Score -1013910 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1014018.812500 Penalty: 4584.192871
	Iteration 11Q: 3 clusters Score -1014019 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1014155.625000 Penalty: 4584.192871
	Iteration 12Q: 3 clusters Score -1014156 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1014324.500000 Penalty: 4584.192871
	Iteration 13Q: 3 clusters Score -1014324 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1014566.500000 Penalty: 4584.192871
	Iteration 14Q: 3 clusters Score -1014566 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1014829.375000 Penalty: 4584.192871
	Iteration 15Q: 3 clusters Score -1014829 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1015098.562500 Penalty: 4584.192871
	Iteration 16Q: 3 clusters Score -1015099 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1015353.250000 Penalty: 4584.192871
	Iteration 17Q: 3 clusters Score -1015353 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1015545.000000 Penalty: 4584.192871
	Iteration 18Q: 3 clusters Score -1015545 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1015686.687500 Penalty: 4584.192871
	Iteration 19Q: 3 clusters Score -1015687 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1015820.062500 Penalty: 4584.192871
	Iteration 20F: 3 clusters Score -1015820 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1015935.437500 Penalty: 4584.192871
	Iteration 21Q: 3 clusters Score -1015935 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1016016.562500 Penalty: 4584.192871
	Iteration 22Q: 3 clusters Score -1016017 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1016076.625000 Penalty: 4584.192871
	Iteration 23Q: 3 clusters Score -1016077 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1016114.000000 Penalty: 4584.192871
	Iteration 24Q: 3 clusters Score -1016114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1016151.500000 Penalty: 4584.192871
	Iteration 25Q: 3 clusters Score -1016152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1016179.562500 Penalty: 4584.192871
	Iteration 26Q: 3 clusters Score -1016180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1016198.750000 Penalty: 4584.192871
	Iteration 27Q: 3 clusters Score -1016199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1016213.187500 Penalty: 4584.192871
	Iteration 28Q: 3 clusters Score -1016213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1016223.312500 Penalty: 4584.192871
	Iteration 29Q: 3 clusters Score -1016223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1016238.187500 Penalty: 4584.192871
	Iteration 30Q: 3 clusters Score -1016238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1016251.375000 Penalty: 4584.192871
	Iteration 31Q: 3 clusters Score -1016251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1016265.125000 Penalty: 4584.192871
	Iteration 32Q: 3 clusters Score -1016265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1016274.625000 Penalty: 4584.192871
	Iteration 33Q: 3 clusters Score -1016275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1016280.062500 Penalty: 4584.192871
	Iteration 34Q: 3 clusters Score -1016280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1016284.562500 Penalty: 4584.192871
	Iteration 35Q: 3 clusters Score -1016285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1016291.062500 Penalty: 4584.192871
	Iteration 36Q: 3 clusters Score -1016291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1016298.062500 Penalty: 4584.192871
	Iteration 37Q: 3 clusters Score -1016298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1016300.062500 Penalty: 4584.192871
	Iteration 38Q: 3 clusters Score -1016300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1016303.875000 Penalty: 4584.192871
	Iteration 39Q: 3 clusters Score -1016304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1016306.062500 Penalty: 4584.192871
	Iteration 40F: 3 clusters Score -1016306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1016308.312500 Penalty: 4584.192871
	Iteration 41Q: 3 clusters Score -1016308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1016310.625000 Penalty: 4584.192871
	Iteration 42Q: 3 clusters Score -1016311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1016311.250000 Penalty: 4584.192871
	Iteration 43Q: 3 clusters Score -1016311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1016312.437500 Penalty: 4584.192871
	Iteration 44Q: 3 clusters Score -1016312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1016314.312500 Penalty: 4584.192871
	Iteration 45Q: 3 clusters Score -1016314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1016314.125000 Penalty: 4584.192871
	Iteration 46Q: 3 clusters Score -1016314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1016315.687500 Penalty: 4584.192871
	Iteration 47Q: 3 clusters Score -1016316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1016315.687500 Penalty: 4584.192871
	Iteration 48F: 3 clusters Score -1016316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (230359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230359 members 
Entering Unmasked Estep 
Score: -22658144.000000 Penalty: 3062.153809
	Iteration 0F: 2 clusters Score -2.265814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115202 members 
Mstep: Class 2 contains 115157 members 
Entering Unmasked Estep 
Score: -22504158.000000 Penalty: 6124.307617
	Iteration 0F: 3 clusters Score -2.250416e+07 nChanged 110856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114564 members 
Mstep: Class 2 contains 115795 members 
Entering Unmasked Estep 
Score: -22570436.000000 Penalty: 6124.307617
	Iteration 1F: 3 clusters Score -2.257044e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113197 members 
Mstep: Class 2 contains 117162 members 
Entering Unmasked Estep 
Score: -22572002.000000 Penalty: 6124.307617
	Iteration 2Q: 3 clusters Score -2.2572e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110892 members 
Mstep: Class 2 contains 119467 members 
Entering Unmasked Estep 
Score: -22574264.000000 Penalty: 6124.307617
	Iteration 3Q: 3 clusters Score -2.257426e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107258 members 
Mstep: Class 2 contains 123101 members 
Entering Unmasked Estep 
Score: -22577948.000000 Penalty: 6124.307617
	Iteration 4Q: 3 clusters Score -2.257795e+07 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101940 members 
Mstep: Class 2 contains 128419 members 
Entering Unmasked Estep 
Score: -22583290.000000 Penalty: 6124.307617
	Iteration 5F: 3 clusters Score -2.258329e+07 nChanged 13947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94749 members 
Mstep: Class 2 contains 135610 members 
Entering Unmasked Estep 
Score: -22590460.000000 Penalty: 6124.307617
	Iteration 6F: 3 clusters Score -2.259046e+07 nChanged 15162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85857 members 
Mstep: Class 2 contains 144502 members 
Entering Unmasked Estep 
Score: -22598734.000000 Penalty: 6124.307617
	Iteration 7F: 3 clusters Score -2.259873e+07 nChanged 14819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 154393 members 
Entering Unmasked Estep 
Score: -22607092.000000 Penalty: 6124.307617
	Iteration 8F: 3 clusters Score -2.260709e+07 nChanged 13526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 164831 members 
Entering Unmasked Estep 
Score: -22614200.000000 Penalty: 6124.307617
	Iteration 9F: 3 clusters Score -2.26142e+07 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 174885 members 
Entering Unmasked Estep 
Score: -22620290.000000 Penalty: 6124.307617
	Iteration 10Q: 3 clusters Score -2.262029e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 184489 members 
Entering Unmasked Estep 
Score: -22625462.000000 Penalty: 6124.307617
	Iteration 11Q: 3 clusters Score -2.262546e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 193711 members 
Entering Unmasked Estep 
Score: -22630856.000000 Penalty: 6124.307617
	Iteration 12Q: 3 clusters Score -2.263086e+07 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 202303 members 
Entering Unmasked Estep 
Score: -22635840.000000 Penalty: 6124.307617
	Iteration 13Q: 3 clusters Score -2.263584e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 210246 members 
Entering Unmasked Estep 
Score: -22641264.000000 Penalty: 6124.307617
	Iteration 14Q: 3 clusters Score -2.264126e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 217000 members 
Entering Unmasked Estep 
Score: -22646288.000000 Penalty: 6124.307617
	Iteration 15Q: 3 clusters Score -2.264629e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 222142 members 
Entering Unmasked Estep 
Score: -22650312.000000 Penalty: 6124.307617
	Iteration 16Q: 3 clusters Score -2.265031e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 225361 members 
Entering Unmasked Estep 
Score: -22652656.000000 Penalty: 6124.307617
	Iteration 17Q: 3 clusters Score -2.265266e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 227243 members 
Entering Unmasked Estep 
Score: -22654166.000000 Penalty: 6124.307617
	Iteration 18Q: 3 clusters Score -2.265417e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 228250 members 
Entering Unmasked Estep 
Score: -22654912.000000 Penalty: 6124.307617
	Iteration 19Q: 3 clusters Score -2.265491e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 228753 members 
Entering Unmasked Estep 
Score: -22655262.000000 Penalty: 6124.307617
	Iteration 20F: 3 clusters Score -2.265526e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 228989 members 
Entering Unmasked Estep 
Score: -22655392.000000 Penalty: 6124.307617
	Iteration 21Q: 3 clusters Score -2.265539e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 229139 members 
Entering Unmasked Estep 
Score: -22655510.000000 Penalty: 6124.307617
	Iteration 22Q: 3 clusters Score -2.265551e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 229233 members 
Entering Unmasked Estep 
Score: -22655572.000000 Penalty: 6124.307617
	Iteration 23Q: 3 clusters Score -2.265557e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 229304 members 
Entering Unmasked Estep 
Score: -22655596.000000 Penalty: 6124.307617
	Iteration 24Q: 3 clusters Score -2.26556e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 229338 members 
Entering Unmasked Estep 
Score: -22655630.000000 Penalty: 6124.307617
	Iteration 25Q: 3 clusters Score -2.265563e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 229364 members 
Entering Unmasked Estep 
Score: -22655638.000000 Penalty: 6124.307617
	Iteration 26Q: 3 clusters Score -2.265564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 229373 members 
Entering Unmasked Estep 
Score: -22655654.000000 Penalty: 6124.307617
	Iteration 27Q: 3 clusters Score -2.265565e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 229383 members 
Entering Unmasked Estep 
Score: -22655662.000000 Penalty: 6124.307617
	Iteration 28Q: 3 clusters Score -2.265566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 229386 members 
Entering Unmasked Estep 
Score: -22655662.000000 Penalty: 6124.307617
	Iteration 29Q: 3 clusters Score -2.265566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 229394 members 
Entering Unmasked Estep 
Score: -22655664.000000 Penalty: 6124.307617
	Iteration 30Q: 3 clusters Score -2.265566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 229405 members 
Entering Unmasked Estep 
Score: -22655678.000000 Penalty: 6124.307617
	Iteration 31Q: 3 clusters Score -2.265568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 229420 members 
Entering Unmasked Estep 
Score: -22655668.000000 Penalty: 6124.307617
	Iteration 32Q: 3 clusters Score -2.265567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 229429 members 
Entering Unmasked Estep 
Score: -22655686.000000 Penalty: 6124.307617
	Iteration 33Q: 3 clusters Score -2.265569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 229434 members 
Entering Unmasked Estep 
Score: -22655692.000000 Penalty: 6124.307617
	Iteration 34Q: 3 clusters Score -2.265569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 229437 members 
Entering Unmasked Estep 
Score: -22655694.000000 Penalty: 6124.307617
	Iteration 35Q: 3 clusters Score -2.265569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 229438 members 
Entering Unmasked Estep 
Score: -22655706.000000 Penalty: 6124.307617
	Iteration 36Q: 3 clusters Score -2.265571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 229443 members 
Entering Unmasked Estep 
Score: -22655672.000000 Penalty: 6124.307617
	Iteration 37Q: 3 clusters Score -2.265567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 229445 members 
Entering Unmasked Estep 
Score: -22655682.000000 Penalty: 6124.307617
	Iteration 38Q: 3 clusters Score -2.265568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 229449 members 
Entering Unmasked Estep 
Score: -22655666.000000 Penalty: 6124.307617
	Iteration 39Q: 3 clusters Score -2.265567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 229454 members 
Entering Unmasked Estep 
Score: -22655678.000000 Penalty: 6124.307617
	Iteration 40F: 3 clusters Score -2.265568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 229456 members 
Entering Unmasked Estep 
Score: -22655674.000000 Penalty: 6124.307617
	Iteration 41Q: 3 clusters Score -2.265567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 229459 members 
Entering Unmasked Estep 
Score: -22655682.000000 Penalty: 6124.307617
	Iteration 42Q: 3 clusters Score -2.265568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 229462 members 
Entering Unmasked Estep 
Score: -22655696.000000 Penalty: 6124.307617
	Iteration 43Q: 3 clusters Score -2.26557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 229464 members 
Entering Unmasked Estep 
Score: -22655708.000000 Penalty: 6124.307617
	Iteration 44Q: 3 clusters Score -2.265571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 229466 members 
Entering Unmasked Estep 
Score: -22655708.000000 Penalty: 6124.307617
	Iteration 45Q: 3 clusters Score -2.265571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 229472 members 
Entering Unmasked Estep 
Score: -22655716.000000 Penalty: 6124.307617
	Iteration 46Q: 3 clusters Score -2.265572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 229481 members 
Entering Unmasked Estep 
Score: -22655696.000000 Penalty: 6124.307617
	Iteration 47Q: 3 clusters Score -2.26557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 229492 members 
Entering Unmasked Estep 
Score: -22655708.000000 Penalty: 6124.307617
	Iteration 48Q: 3 clusters Score -2.265571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 229500 members 
Entering Unmasked Estep 
Score: -22655714.000000 Penalty: 6124.307617
	Iteration 49Q: 3 clusters Score -2.265571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 229512 members 
Entering Unmasked Estep 
Score: -22655724.000000 Penalty: 6124.307617
	Iteration 50Q: 3 clusters Score -2.265572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 229515 members 
Entering Unmasked Estep 
Score: -22655740.000000 Penalty: 6124.307617
	Iteration 51Q: 3 clusters Score -2.265574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 229519 members 
Entering Unmasked Estep 
Score: -22655768.000000 Penalty: 6124.307617
	Iteration 52Q: 3 clusters Score -2.265577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 229521 members 
Entering Unmasked Estep 
Score: -22655764.000000 Penalty: 6124.307617
	Iteration 53Q: 3 clusters Score -2.265576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 229523 members 
Entering Unmasked Estep 
Score: -22655754.000000 Penalty: 6124.307617
	Iteration 54Q: 3 clusters Score -2.265575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 229528 members 
Entering Unmasked Estep 
Score: -22655766.000000 Penalty: 6124.307617
	Iteration 55Q: 3 clusters Score -2.265577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 229530 members 
Entering Unmasked Estep 
Score: -22655766.000000 Penalty: 6124.307617
	Iteration 56Q: 3 clusters Score -2.265577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 229534 members 
Entering Unmasked Estep 
Score: -22655770.000000 Penalty: 6124.307617
	Iteration 57Q: 3 clusters Score -2.265577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 229537 members 
Entering Unmasked Estep 
Score: -22655760.000000 Penalty: 6124.307617
	Iteration 58Q: 3 clusters Score -2.265576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 229539 members 
Entering Unmasked Estep 
Score: -22655792.000000 Penalty: 6124.307617
	Iteration 59Q: 3 clusters Score -2.265579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 229542 members 
Entering Unmasked Estep 
Score: -22655794.000000 Penalty: 6124.307617
	Iteration 60F: 3 clusters Score -2.265579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 229546 members 
Entering Unmasked Estep 
Score: -22655800.000000 Penalty: 6124.307617
	Iteration 61Q: 3 clusters Score -2.26558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 229549 members 
Entering Unmasked Estep 
Score: -22655800.000000 Penalty: 6124.307617
	Iteration 62Q: 3 clusters Score -2.26558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 229553 members 
Entering Unmasked Estep 
Score: -22655808.000000 Penalty: 6124.307617
	Iteration 63Q: 3 clusters Score -2.265581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 229553 members 
Entering Unmasked Estep 
Score: -22655808.000000 Penalty: 6124.307617
	Iteration 64Q: 3 clusters Score -2.265581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 229556 members 
Entering Unmasked Estep 
Score: -22655802.000000 Penalty: 6124.307617
	Iteration 65Q: 3 clusters Score -2.26558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 229562 members 
Entering Unmasked Estep 
Score: -22655806.000000 Penalty: 6124.307617
	Iteration 66Q: 3 clusters Score -2.265581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 229563 members 
Entering Unmasked Estep 
Score: -22655818.000000 Penalty: 6124.307617
	Iteration 67Q: 3 clusters Score -2.265582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 229565 members 
Entering Unmasked Estep 
Score: -22655812.000000 Penalty: 6124.307617
	Iteration 68Q: 3 clusters Score -2.265581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 229571 members 
Entering Unmasked Estep 
Score: -22655834.000000 Penalty: 6124.307617
	Iteration 69Q: 3 clusters Score -2.265583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 229578 members 
Entering Unmasked Estep 
Score: -22655834.000000 Penalty: 6124.307617
	Iteration 70Q: 3 clusters Score -2.265583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 229587 members 
Entering Unmasked Estep 
Score: -22655844.000000 Penalty: 6124.307617
	Iteration 71Q: 3 clusters Score -2.265584e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 229592 members 
Entering Unmasked Estep 
Score: -22655846.000000 Penalty: 6124.307617
	Iteration 72Q: 3 clusters Score -2.265585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 229596 members 
Entering Unmasked Estep 
Score: -22655850.000000 Penalty: 6124.307617
	Iteration 73Q: 3 clusters Score -2.265585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 229597 members 
Entering Unmasked Estep 
Score: -22655872.000000 Penalty: 6124.307617
	Iteration 74Q: 3 clusters Score -2.265587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 229604 members 
Entering Unmasked Estep 
Score: -22655876.000000 Penalty: 6124.307617
	Iteration 75Q: 3 clusters Score -2.265588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 229604 members 
Entering Unmasked Estep 
Score: -22655886.000000 Penalty: 6124.307617
	Iteration 76Q: 3 clusters Score -2.265589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 229604 members 
Entering Unmasked Estep 
Score: -22655896.000000 Penalty: 6124.307617
	Iteration 77Q: 3 clusters Score -2.26559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 229607 members 
Entering Unmasked Estep 
Score: -22655906.000000 Penalty: 6124.307617
	Iteration 78Q: 3 clusters Score -2.265591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 229606 members 
Entering Unmasked Estep 
Score: -22655896.000000 Penalty: 6124.307617
	Iteration 79Q: 3 clusters Score -2.26559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 229611 members 
Entering Unmasked Estep 
Score: -22655898.000000 Penalty: 6124.307617
	Iteration 80F: 3 clusters Score -2.26559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 229614 members 
Entering Unmasked Estep 
Score: -22655900.000000 Penalty: 6124.307617
	Iteration 81Q: 3 clusters Score -2.26559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 229615 members 
Entering Unmasked Estep 
Score: -22655894.000000 Penalty: 6124.307617
	Iteration 82Q: 3 clusters Score -2.265589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 229617 members 
Entering Unmasked Estep 
Score: -22655914.000000 Penalty: 6124.307617
	Iteration 83Q: 3 clusters Score -2.265591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 229620 members 
Entering Unmasked Estep 
Score: -22655902.000000 Penalty: 6124.307617
	Iteration 84Q: 3 clusters Score -2.26559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 229620 members 
Entering Unmasked Estep 
Score: -22655902.000000 Penalty: 6124.307617
	Iteration 85F: 3 clusters Score -2.26559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Entering Unmasked Estep 
Score: -1194755.000000 Penalty: 2342.540527
	Iteration 0F: 2 clusters Score -1194755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1185460.000000 Penalty: 4685.081055
	Iteration 0F: 3 clusters Score -1185460 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1188614.875000 Penalty: 4685.081055
	Iteration 1F: 3 clusters Score -1188615 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1189482.750000 Penalty: 4685.081055
	Iteration 2F: 3 clusters Score -1189483 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1190399.250000 Penalty: 4685.081055
	Iteration 3F: 3 clusters Score -1190399 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1191273.625000 Penalty: 4685.081055
	Iteration 4F: 3 clusters Score -1191274 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1192024.000000 Penalty: 4685.081055
	Iteration 5F: 3 clusters Score -1192024 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1192631.000000 Penalty: 4685.081055
	Iteration 6F: 3 clusters Score -1192631 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1193098.750000 Penalty: 4685.081055
	Iteration 7Q: 3 clusters Score -1193099 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1193433.000000 Penalty: 4685.081055
	Iteration 8Q: 3 clusters Score -1193433 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1193675.375000 Penalty: 4685.081055
	Iteration 9Q: 3 clusters Score -1193675 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1193834.000000 Penalty: 4685.081055
	Iteration 10Q: 3 clusters Score -1193834 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1193935.875000 Penalty: 4685.081055
	Iteration 11Q: 3 clusters Score -1193936 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1194013.500000 Penalty: 4685.081055
	Iteration 12Q: 3 clusters Score -1194014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1194052.125000 Penalty: 4685.081055
	Iteration 13Q: 3 clusters Score -1194052 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1194083.750000 Penalty: 4685.081055
	Iteration 14Q: 3 clusters Score -1194084 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1194109.500000 Penalty: 4685.081055
	Iteration 15Q: 3 clusters Score -1194110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1194131.250000 Penalty: 4685.081055
	Iteration 16Q: 3 clusters Score -1194131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1194139.500000 Penalty: 4685.081055
	Iteration 17Q: 3 clusters Score -1194140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1194147.750000 Penalty: 4685.081055
	Iteration 18Q: 3 clusters Score -1194148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1194156.250000 Penalty: 4685.081055
	Iteration 19Q: 3 clusters Score -1194156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1194162.625000 Penalty: 4685.081055
	Iteration 20F: 3 clusters Score -1194163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1194165.125000 Penalty: 4685.081055
	Iteration 21Q: 3 clusters Score -1194165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1194163.750000 Penalty: 4685.081055
	Iteration 22Q: 3 clusters Score -1194164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1194166.875000 Penalty: 4685.081055
	Iteration 23Q: 3 clusters Score -1194167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1194166.625000 Penalty: 4685.081055
	Iteration 24Q: 3 clusters Score -1194167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1194168.500000 Penalty: 4685.081055
	Iteration 25Q: 3 clusters Score -1194168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1194168.500000 Penalty: 4685.081055
	Iteration 26Q: 3 clusters Score -1194168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1194169.875000 Penalty: 4685.081055
	Iteration 27Q: 3 clusters Score -1194170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1194170.875000 Penalty: 4685.081055
	Iteration 28Q: 3 clusters Score -1194171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1194170.875000 Penalty: 4685.081055
	Iteration 29F: 3 clusters Score -1194171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Entering Unmasked Estep 
Score: -2628072.750000 Penalty: 2552.250244
	Iteration 0F: 2 clusters Score -2628073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2607852.000000 Penalty: 5104.500488
	Iteration 0F: 3 clusters Score -2607852 nChanged 13258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2615609.750000 Penalty: 5104.500488
	Iteration 1F: 3 clusters Score -2615610 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2616859.000000 Penalty: 5104.500488
	Iteration 2F: 3 clusters Score -2616859 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2618324.250000 Penalty: 5104.500488
	Iteration 3F: 3 clusters Score -2618324 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2619889.000000 Penalty: 5104.500488
	Iteration 4F: 3 clusters Score -2619889 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2621261.750000 Penalty: 5104.500488
	Iteration 5F: 3 clusters Score -2621262 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2622403.000000 Penalty: 5104.500488
	Iteration 6F: 3 clusters Score -2622403 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2623310.250000 Penalty: 5104.500488
	Iteration 7F: 3 clusters Score -2623310 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2624077.000000 Penalty: 5104.500488
	Iteration 8Q: 3 clusters Score -2624077 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2624724.000000 Penalty: 5104.500488
	Iteration 9Q: 3 clusters Score -2624724 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2625213.500000 Penalty: 5104.500488
	Iteration 10Q: 3 clusters Score -2625214 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2625633.500000 Penalty: 5104.500488
	Iteration 11Q: 3 clusters Score -2625634 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2625948.250000 Penalty: 5104.500488
	Iteration 12Q: 3 clusters Score -2625948 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2626160.750000 Penalty: 5104.500488
	Iteration 13Q: 3 clusters Score -2626161 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2626315.750000 Penalty: 5104.500488
	Iteration 14Q: 3 clusters Score -2626316 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2626454.250000 Penalty: 5104.500488
	Iteration 15Q: 3 clusters Score -2626454 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2626577.250000 Penalty: 5104.500488
	Iteration 16Q: 3 clusters Score -2626577 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2626650.250000 Penalty: 5104.500488
	Iteration 17Q: 3 clusters Score -2626650 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2626726.000000 Penalty: 5104.500488
	Iteration 18Q: 3 clusters Score -2626726 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2626795.750000 Penalty: 5104.500488
	Iteration 19Q: 3 clusters Score -2626796 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2626866.500000 Penalty: 5104.500488
	Iteration 20F: 3 clusters Score -2626866 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2626916.750000 Penalty: 5104.500488
	Iteration 21Q: 3 clusters Score -2626917 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2626957.250000 Penalty: 5104.500488
	Iteration 22Q: 3 clusters Score -2626957 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2627012.500000 Penalty: 5104.500488
	Iteration 23Q: 3 clusters Score -2627012 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2627063.250000 Penalty: 5104.500488
	Iteration 24Q: 3 clusters Score -2627063 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2627111.500000 Penalty: 5104.500488
	Iteration 25Q: 3 clusters Score -2627112 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2627166.500000 Penalty: 5104.500488
	Iteration 26Q: 3 clusters Score -2627166 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2627190.500000 Penalty: 5104.500488
	Iteration 27Q: 3 clusters Score -2627190 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2627230.000000 Penalty: 5104.500488
	Iteration 28Q: 3 clusters Score -2627230 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2627252.750000 Penalty: 5104.500488
	Iteration 29Q: 3 clusters Score -2627253 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2627275.250000 Penalty: 5104.500488
	Iteration 30Q: 3 clusters Score -2627275 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2627285.500000 Penalty: 5104.500488
	Iteration 31Q: 3 clusters Score -2627286 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2627293.750000 Penalty: 5104.500488
	Iteration 32Q: 3 clusters Score -2627294 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2627315.000000 Penalty: 5104.500488
	Iteration 33Q: 3 clusters Score -2627315 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2627326.500000 Penalty: 5104.500488
	Iteration 34Q: 3 clusters Score -2627326 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2627336.500000 Penalty: 5104.500488
	Iteration 35Q: 3 clusters Score -2627336 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2627342.000000 Penalty: 5104.500488
	Iteration 36Q: 3 clusters Score -2627342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2627346.000000 Penalty: 5104.500488
	Iteration 37Q: 3 clusters Score -2627346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2627354.250000 Penalty: 5104.500488
	Iteration 38Q: 3 clusters Score -2627354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2627352.000000 Penalty: 5104.500488
	Iteration 39Q: 3 clusters Score -2627352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2627355.000000 Penalty: 5104.500488
	Iteration 40F: 3 clusters Score -2627355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2627366.250000 Penalty: 5104.500488
	Iteration 41Q: 3 clusters Score -2627366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2627375.500000 Penalty: 5104.500488
	Iteration 42Q: 3 clusters Score -2627376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2627374.750000 Penalty: 5104.500488
	Iteration 43Q: 3 clusters Score -2627375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2627379.750000 Penalty: 5104.500488
	Iteration 44Q: 3 clusters Score -2627380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2627374.000000 Penalty: 5104.500488
	Iteration 45Q: 3 clusters Score -2627374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2627381.500000 Penalty: 5104.500488
	Iteration 46Q: 3 clusters Score -2627382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2627381.500000 Penalty: 5104.500488
	Iteration 47Q: 3 clusters Score -2627382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2627381.250000 Penalty: 5104.500488
	Iteration 48Q: 3 clusters Score -2627381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2627383.000000 Penalty: 5104.500488
	Iteration 49Q: 3 clusters Score -2627383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2627381.250000 Penalty: 5104.500488
	Iteration 50Q: 3 clusters Score -2627381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2627381.000000 Penalty: 5104.500488
	Iteration 51Q: 3 clusters Score -2627381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2627381.000000 Penalty: 5104.500488
	Iteration 52Q: 3 clusters Score -2627381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2627374.500000 Penalty: 5104.500488
	Iteration 53Q: 3 clusters Score -2627374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2627379.000000 Penalty: 5104.500488
	Iteration 54Q: 3 clusters Score -2627379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2627375.750000 Penalty: 5104.500488
	Iteration 55Q: 3 clusters Score -2627376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2627378.000000 Penalty: 5104.500488
	Iteration 56Q: 3 clusters Score -2627378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2627377.000000 Penalty: 5104.500488
	Iteration 57Q: 3 clusters Score -2627377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2627377.500000 Penalty: 5104.500488
	Iteration 58Q: 3 clusters Score -2627378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2627377.000000 Penalty: 5104.500488
	Iteration 59Q: 3 clusters Score -2627377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2627377.500000 Penalty: 5104.500488
	Iteration 60F: 3 clusters Score -2627378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2627384.000000 Penalty: 5104.500488
	Iteration 61Q: 3 clusters Score -2627384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2627381.750000 Penalty: 5104.500488
	Iteration 62Q: 3 clusters Score -2627382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2627385.250000 Penalty: 5104.500488
	Iteration 63Q: 3 clusters Score -2627385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2627387.500000 Penalty: 5104.500488
	Iteration 64Q: 3 clusters Score -2627388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2627387.500000 Penalty: 5104.500488
	Iteration 65F: 3 clusters Score -2627388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (309689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309689 members 
Entering Unmasked Estep 
Score: -30314350.000000 Penalty: 3135.544434
	Iteration 0F: 2 clusters Score -3.031435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155132 members 
Mstep: Class 2 contains 154557 members 
Entering Unmasked Estep 
Score: -30116924.000000 Penalty: 6271.088867
	Iteration 0F: 3 clusters Score -3.011692e+07 nChanged 150065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157237 members 
Mstep: Class 2 contains 152452 members 
Entering Unmasked Estep 
Score: -30205844.000000 Penalty: 6271.088867
	Iteration 1F: 3 clusters Score -3.020584e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158624 members 
Mstep: Class 2 contains 151065 members 
Entering Unmasked Estep 
Score: -30207040.000000 Penalty: 6271.088867
	Iteration 2Q: 3 clusters Score -3.020704e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160705 members 
Mstep: Class 2 contains 148984 members 
Entering Unmasked Estep 
Score: -30208884.000000 Penalty: 6271.088867
	Iteration 3Q: 3 clusters Score -3.020888e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163768 members 
Mstep: Class 2 contains 145921 members 
Entering Unmasked Estep 
Score: -30211112.000000 Penalty: 6271.088867
	Iteration 4Q: 3 clusters Score -3.021111e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168289 members 
Mstep: Class 2 contains 141400 members 
Entering Unmasked Estep 
Score: -30214950.000000 Penalty: 6271.088867
	Iteration 5Q: 3 clusters Score -3.021495e+07 nChanged 12717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174894 members 
Mstep: Class 2 contains 134795 members 
Entering Unmasked Estep 
Score: -30221074.000000 Penalty: 6271.088867
	Iteration 6Q: 3 clusters Score -3.022107e+07 nChanged 15355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184131 members 
Mstep: Class 2 contains 125558 members 
Entering Unmasked Estep 
Score: -30229618.000000 Penalty: 6271.088867
	Iteration 7Q: 3 clusters Score -3.022962e+07 nChanged 17580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196075 members 
Mstep: Class 2 contains 113614 members 
Entering Unmasked Estep 
Score: -30240582.000000 Penalty: 6271.088867
	Iteration 8F: 3 clusters Score -3.024058e+07 nChanged 18978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210511 members 
Mstep: Class 2 contains 99178 members 
Entering Unmasked Estep 
Score: -30253166.000000 Penalty: 6271.088867
	Iteration 9F: 3 clusters Score -3.025317e+07 nChanged 18848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226451 members 
Mstep: Class 2 contains 83238 members 
Entering Unmasked Estep 
Score: -30266244.000000 Penalty: 6271.088867
	Iteration 10F: 3 clusters Score -3.026624e+07 nChanged 17284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242195 members 
Mstep: Class 2 contains 67494 members 
Entering Unmasked Estep 
Score: -30277234.000000 Penalty: 6271.088867
	Iteration 11F: 3 clusters Score -3.027723e+07 nChanged 15532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257053 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -30286614.000000 Penalty: 6271.088867
	Iteration 12F: 3 clusters Score -3.028661e+07 nChanged 13353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270182 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -30294106.000000 Penalty: 6271.088867
	Iteration 13Q: 3 clusters Score -3.029411e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280971 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -30299732.000000 Penalty: 6271.088867
	Iteration 14Q: 3 clusters Score -3.029973e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289197 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -30303968.000000 Penalty: 6271.088867
	Iteration 15Q: 3 clusters Score -3.030397e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295189 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -30306668.000000 Penalty: 6271.088867
	Iteration 16Q: 3 clusters Score -3.030667e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299452 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -30308504.000000 Penalty: 6271.088867
	Iteration 17Q: 3 clusters Score -3.03085e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302287 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -30309564.000000 Penalty: 6271.088867
	Iteration 18Q: 3 clusters Score -3.030956e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304178 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -30310396.000000 Penalty: 6271.088867
	Iteration 19Q: 3 clusters Score -3.03104e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305398 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -30310800.000000 Penalty: 6271.088867
	Iteration 20F: 3 clusters Score -3.03108e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306213 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -30311144.000000 Penalty: 6271.088867
	Iteration 21Q: 3 clusters Score -3.031114e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306751 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -30311398.000000 Penalty: 6271.088867
	Iteration 22Q: 3 clusters Score -3.03114e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307125 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -30311512.000000 Penalty: 6271.088867
	Iteration 23Q: 3 clusters Score -3.031151e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307403 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -30311608.000000 Penalty: 6271.088867
	Iteration 24Q: 3 clusters Score -3.031161e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307598 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -30311774.000000 Penalty: 6271.088867
	Iteration 25Q: 3 clusters Score -3.031177e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307750 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -30311798.000000 Penalty: 6271.088867
	Iteration 26Q: 3 clusters Score -3.03118e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307860 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -30311864.000000 Penalty: 6271.088867
	Iteration 27Q: 3 clusters Score -3.031186e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307950 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -30311894.000000 Penalty: 6271.088867
	Iteration 28Q: 3 clusters Score -3.031189e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308012 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -30311934.000000 Penalty: 6271.088867
	Iteration 29Q: 3 clusters Score -3.031193e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308058 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -30311986.000000 Penalty: 6271.088867
	Iteration 30Q: 3 clusters Score -3.031199e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308112 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -30312024.000000 Penalty: 6271.088867
	Iteration 31Q: 3 clusters Score -3.031202e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308155 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -30312022.000000 Penalty: 6271.088867
	Iteration 32Q: 3 clusters Score -3.031202e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308187 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -30312016.000000 Penalty: 6271.088867
	Iteration 33Q: 3 clusters Score -3.031202e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308217 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -30312020.000000 Penalty: 6271.088867
	Iteration 34Q: 3 clusters Score -3.031202e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308240 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -30312010.000000 Penalty: 6271.088867
	Iteration 35Q: 3 clusters Score -3.031201e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308257 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -30312004.000000 Penalty: 6271.088867
	Iteration 36Q: 3 clusters Score -3.0312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308270 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -30312016.000000 Penalty: 6271.088867
	Iteration 37Q: 3 clusters Score -3.031202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308277 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -30312032.000000 Penalty: 6271.088867
	Iteration 38Q: 3 clusters Score -3.031203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308284 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -30312052.000000 Penalty: 6271.088867
	Iteration 39Q: 3 clusters Score -3.031205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308295 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -30312060.000000 Penalty: 6271.088867
	Iteration 40F: 3 clusters Score -3.031206e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308308 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -30312078.000000 Penalty: 6271.088867
	Iteration 41Q: 3 clusters Score -3.031208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308313 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -30312072.000000 Penalty: 6271.088867
	Iteration 42Q: 3 clusters Score -3.031207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308317 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -30312054.000000 Penalty: 6271.088867
	Iteration 43Q: 3 clusters Score -3.031205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308317 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -30312048.000000 Penalty: 6271.088867
	Iteration 44Q: 3 clusters Score -3.031205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308319 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -30312036.000000 Penalty: 6271.088867
	Iteration 45Q: 3 clusters Score -3.031204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308319 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -30312026.000000 Penalty: 6271.088867
	Iteration 46Q: 3 clusters Score -3.031203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308320 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -30312008.000000 Penalty: 6271.088867
	Iteration 47Q: 3 clusters Score -3.031201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308320 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -30312034.000000 Penalty: 6271.088867
	Iteration 48Q: 3 clusters Score -3.031203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308320 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -30312034.000000 Penalty: 6271.088867
	Iteration 49F: 3 clusters Score -3.031203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (97828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Entering Unmasked Estep 
Score: -9427290.000000 Penalty: 2849.759521
	Iteration 0F: 2 clusters Score -9427290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -9361761.000000 Penalty: 5699.519043
	Iteration 0F: 3 clusters Score -9361761 nChanged 46022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -9388566.000000 Penalty: 5699.519043
	Iteration 1F: 3 clusters Score -9388566 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -9389722.000000 Penalty: 5699.519043
	Iteration 2Q: 3 clusters Score -9389722 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -9391274.000000 Penalty: 5699.519043
	Iteration 3Q: 3 clusters Score -9391274 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -9393454.000000 Penalty: 5699.519043
	Iteration 4Q: 3 clusters Score -9393454 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -9396439.000000 Penalty: 5699.519043
	Iteration 5F: 3 clusters Score -9396439 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -9400154.000000 Penalty: 5699.519043
	Iteration 6F: 3 clusters Score -9400154 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -9404776.000000 Penalty: 5699.519043
	Iteration 7F: 3 clusters Score -9404776 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 58587 members 
Entering Unmasked Estep 
Score: -9409781.000000 Penalty: 5699.519043
	Iteration 8F: 3 clusters Score -9409781 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 59782 members 
Entering Unmasked Estep 
Score: -9413948.000000 Penalty: 5699.519043
	Iteration 9F: 3 clusters Score -9413948 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -9416681.000000 Penalty: 5699.519043
	Iteration 10Q: 3 clusters Score -9416681 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -9418657.000000 Penalty: 5699.519043
	Iteration 11Q: 3 clusters Score -9418657 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -9420139.000000 Penalty: 5699.519043
	Iteration 12Q: 3 clusters Score -9420139 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -9421343.000000 Penalty: 5699.519043
	Iteration 13Q: 3 clusters Score -9421343 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 64121 members 
Entering Unmasked Estep 
Score: -9422300.000000 Penalty: 5699.519043
	Iteration 14Q: 3 clusters Score -9422300 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -9422956.000000 Penalty: 5699.519043
	Iteration 15Q: 3 clusters Score -9422956 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -9423254.000000 Penalty: 5699.519043
	Iteration 16Q: 3 clusters Score -9423254 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -9423421.000000 Penalty: 5699.519043
	Iteration 17Q: 3 clusters Score -9423421 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -9423537.000000 Penalty: 5699.519043
	Iteration 18Q: 3 clusters Score -9423537 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -9423571.000000 Penalty: 5699.519043
	Iteration 19Q: 3 clusters Score -9423571 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -9423621.000000 Penalty: 5699.519043
	Iteration 20F: 3 clusters Score -9423621 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 66008 members 
Entering Unmasked Estep 
Score: -9423615.000000 Penalty: 5699.519043
	Iteration 21Q: 3 clusters Score -9423615 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -9423657.000000 Penalty: 5699.519043
	Iteration 22Q: 3 clusters Score -9423657 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 66237 members 
Entering Unmasked Estep 
Score: -9423678.000000 Penalty: 5699.519043
	Iteration 23Q: 3 clusters Score -9423678 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -9423667.000000 Penalty: 5699.519043
	Iteration 24Q: 3 clusters Score -9423667 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -9423671.000000 Penalty: 5699.519043
	Iteration 25Q: 3 clusters Score -9423671 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -9423688.000000 Penalty: 5699.519043
	Iteration 26Q: 3 clusters Score -9423688 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -9423712.000000 Penalty: 5699.519043
	Iteration 27Q: 3 clusters Score -9423712 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
Score: -9423724.000000 Penalty: 5699.519043
	Iteration 28Q: 3 clusters Score -9423724 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -9423734.000000 Penalty: 5699.519043
	Iteration 29Q: 3 clusters Score -9423734 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -9423714.000000 Penalty: 5699.519043
	Iteration 30Q: 3 clusters Score -9423714 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 67057 members 
Entering Unmasked Estep 
Score: -9423736.000000 Penalty: 5699.519043
	Iteration 31Q: 3 clusters Score -9423736 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -9423745.000000 Penalty: 5699.519043
	Iteration 32Q: 3 clusters Score -9423745 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -9423745.000000 Penalty: 5699.519043
	Iteration 33Q: 3 clusters Score -9423745 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 67273 members 
Entering Unmasked Estep 
Score: -9423715.000000 Penalty: 5699.519043
	Iteration 34Q: 3 clusters Score -9423715 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -9423705.000000 Penalty: 5699.519043
	Iteration 35Q: 3 clusters Score -9423705 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 67412 members 
Entering Unmasked Estep 
Score: -9423694.000000 Penalty: 5699.519043
	Iteration 36Q: 3 clusters Score -9423694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 67486 members 
Entering Unmasked Estep 
Score: -9423697.000000 Penalty: 5699.519043
	Iteration 37Q: 3 clusters Score -9423697 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 67565 members 
Entering Unmasked Estep 
Score: -9423720.000000 Penalty: 5699.519043
	Iteration 38Q: 3 clusters Score -9423720 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -9423723.000000 Penalty: 5699.519043
	Iteration 39Q: 3 clusters Score -9423723 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 67733 members 
Entering Unmasked Estep 
Score: -9423715.000000 Penalty: 5699.519043
	Iteration 40F: 3 clusters Score -9423715 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -9423693.000000 Penalty: 5699.519043
	Iteration 41Q: 3 clusters Score -9423693 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -9423716.000000 Penalty: 5699.519043
	Iteration 42Q: 3 clusters Score -9423716 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 67959 members 
Entering Unmasked Estep 
Score: -9423726.000000 Penalty: 5699.519043
	Iteration 43Q: 3 clusters Score -9423726 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -9423749.000000 Penalty: 5699.519043
	Iteration 44Q: 3 clusters Score -9423749 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -9423759.000000 Penalty: 5699.519043
	Iteration 45Q: 3 clusters Score -9423759 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -9423772.000000 Penalty: 5699.519043
	Iteration 46Q: 3 clusters Score -9423772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -9423785.000000 Penalty: 5699.519043
	Iteration 47Q: 3 clusters Score -9423785 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 68273 members 
Entering Unmasked Estep 
Score: -9423772.000000 Penalty: 5699.519043
	Iteration 48Q: 3 clusters Score -9423772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 68320 members 
Entering Unmasked Estep 
Score: -9423772.000000 Penalty: 5699.519043
	Iteration 49Q: 3 clusters Score -9423772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 68367 members 
Entering Unmasked Estep 
Score: -9423764.000000 Penalty: 5699.519043
	Iteration 50Q: 3 clusters Score -9423764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
Score: -9423760.000000 Penalty: 5699.519043
	Iteration 51Q: 3 clusters Score -9423760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
Score: -9423750.000000 Penalty: 5699.519043
	Iteration 52Q: 3 clusters Score -9423750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -9423762.000000 Penalty: 5699.519043
	Iteration 53Q: 3 clusters Score -9423762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 68504 members 
Entering Unmasked Estep 
Score: -9423762.000000 Penalty: 5699.519043
	Iteration 54Q: 3 clusters Score -9423762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 68535 members 
Entering Unmasked Estep 
Score: -9423768.000000 Penalty: 5699.519043
	Iteration 55Q: 3 clusters Score -9423768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 68569 members 
Entering Unmasked Estep 
Score: -9423774.000000 Penalty: 5699.519043
	Iteration 56Q: 3 clusters Score -9423774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 68607 members 
Entering Unmasked Estep 
Score: -9423761.000000 Penalty: 5699.519043
	Iteration 57Q: 3 clusters Score -9423761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -9423757.000000 Penalty: 5699.519043
	Iteration 58Q: 3 clusters Score -9423757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 68675 members 
Entering Unmasked Estep 
Score: -9423768.000000 Penalty: 5699.519043
	Iteration 59Q: 3 clusters Score -9423768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -9423772.000000 Penalty: 5699.519043
	Iteration 60F: 3 clusters Score -9423772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -9423768.000000 Penalty: 5699.519043
	Iteration 61Q: 3 clusters Score -9423768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -9423781.000000 Penalty: 5699.519043
	Iteration 62Q: 3 clusters Score -9423781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -9423779.000000 Penalty: 5699.519043
	Iteration 63Q: 3 clusters Score -9423779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 68787 members 
Entering Unmasked Estep 
Score: -9423779.000000 Penalty: 5699.519043
	Iteration 64Q: 3 clusters Score -9423779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -9423785.000000 Penalty: 5699.519043
	Iteration 65Q: 3 clusters Score -9423785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -9423791.000000 Penalty: 5699.519043
	Iteration 66Q: 3 clusters Score -9423791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -9423790.000000 Penalty: 5699.519043
	Iteration 67Q: 3 clusters Score -9423790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 68817 members 
Entering Unmasked Estep 
Score: -9423794.000000 Penalty: 5699.519043
	Iteration 68Q: 3 clusters Score -9423794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -9423782.000000 Penalty: 5699.519043
	Iteration 69Q: 3 clusters Score -9423782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -9423785.000000 Penalty: 5699.519043
	Iteration 70Q: 3 clusters Score -9423785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -9423780.000000 Penalty: 5699.519043
	Iteration 71Q: 3 clusters Score -9423780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -9423781.000000 Penalty: 5699.519043
	Iteration 72Q: 3 clusters Score -9423781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -9423780.000000 Penalty: 5699.519043
	Iteration 73Q: 3 clusters Score -9423780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 68865 members 
Entering Unmasked Estep 
Score: -9423768.000000 Penalty: 5699.519043
	Iteration 74Q: 3 clusters Score -9423768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 68873 members 
Entering Unmasked Estep 
Score: -9423772.000000 Penalty: 5699.519043
	Iteration 75Q: 3 clusters Score -9423772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 68881 members 
Entering Unmasked Estep 
Score: -9423769.000000 Penalty: 5699.519043
	Iteration 76Q: 3 clusters Score -9423769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -9423777.000000 Penalty: 5699.519043
	Iteration 77Q: 3 clusters Score -9423777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -9423771.000000 Penalty: 5699.519043
	Iteration 78Q: 3 clusters Score -9423771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 68894 members 
Entering Unmasked Estep 
Score: -9423775.000000 Penalty: 5699.519043
	Iteration 79Q: 3 clusters Score -9423775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 68900 members 
Entering Unmasked Estep 
Score: -9423773.000000 Penalty: 5699.519043
	Iteration 80F: 3 clusters Score -9423773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
Score: -9423774.000000 Penalty: 5699.519043
	Iteration 81Q: 3 clusters Score -9423774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -9423776.000000 Penalty: 5699.519043
	Iteration 82Q: 3 clusters Score -9423776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -9423776.000000 Penalty: 5699.519043
	Iteration 83F: 3 clusters Score -9423776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Entering Unmasked Estep 
Score: -767161.562500 Penalty: 2218.830078
	Iteration 0F: 2 clusters Score -767161.6 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 3799 members 
Entering Unmasked Estep 
Score: -760954.312500 Penalty: 4437.660156
	Iteration 0F: 3 clusters Score -760954.3 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -762652.687500 Penalty: 4437.660156
	Iteration 1F: 3 clusters Score -762652.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -762949.250000 Penalty: 4437.660156
	Iteration 2F: 3 clusters Score -762949.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -763177.437500 Penalty: 4437.660156
	Iteration 3F: 3 clusters Score -763177.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -763348.125000 Penalty: 4437.660156
	Iteration 4Q: 3 clusters Score -763348.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -763498.937500 Penalty: 4437.660156
	Iteration 5Q: 3 clusters Score -763498.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -763630.812500 Penalty: 4437.660156
	Iteration 6Q: 3 clusters Score -763630.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -763746.625000 Penalty: 4437.660156
	Iteration 7Q: 3 clusters Score -763746.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -763865.375000 Penalty: 4437.660156
	Iteration 8Q: 3 clusters Score -763865.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -763999.312500 Penalty: 4437.660156
	Iteration 9Q: 3 clusters Score -763999.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -764139.125000 Penalty: 4437.660156
	Iteration 10Q: 3 clusters Score -764139.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -764276.125000 Penalty: 4437.660156
	Iteration 11Q: 3 clusters Score -764276.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -764385.812500 Penalty: 4437.660156
	Iteration 12Q: 3 clusters Score -764385.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -764477.812500 Penalty: 4437.660156
	Iteration 13Q: 3 clusters Score -764477.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -764554.875000 Penalty: 4437.660156
	Iteration 14Q: 3 clusters Score -764554.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -764619.000000 Penalty: 4437.660156
	Iteration 15Q: 3 clusters Score -764619 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -764668.562500 Penalty: 4437.660156
	Iteration 16Q: 3 clusters Score -764668.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -764702.250000 Penalty: 4437.660156
	Iteration 17Q: 3 clusters Score -764702.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -764735.500000 Penalty: 4437.660156
	Iteration 18Q: 3 clusters Score -764735.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -764762.750000 Penalty: 4437.660156
	Iteration 19Q: 3 clusters Score -764762.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -764791.625000 Penalty: 4437.660156
	Iteration 20F: 3 clusters Score -764791.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -764815.625000 Penalty: 4437.660156
	Iteration 21Q: 3 clusters Score -764815.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -764835.000000 Penalty: 4437.660156
	Iteration 22Q: 3 clusters Score -764835 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -764847.375000 Penalty: 4437.660156
	Iteration 23Q: 3 clusters Score -764847.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -764861.062500 Penalty: 4437.660156
	Iteration 24Q: 3 clusters Score -764861.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -764873.000000 Penalty: 4437.660156
	Iteration 25Q: 3 clusters Score -764873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -764882.250000 Penalty: 4437.660156
	Iteration 26Q: 3 clusters Score -764882.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -764891.125000 Penalty: 4437.660156
	Iteration 27Q: 3 clusters Score -764891.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -764896.187500 Penalty: 4437.660156
	Iteration 28Q: 3 clusters Score -764896.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -764903.375000 Penalty: 4437.660156
	Iteration 29Q: 3 clusters Score -764903.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -764910.562500 Penalty: 4437.660156
	Iteration 30Q: 3 clusters Score -764910.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -764916.375000 Penalty: 4437.660156
	Iteration 31Q: 3 clusters Score -764916.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -764921.625000 Penalty: 4437.660156
	Iteration 32Q: 3 clusters Score -764921.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -764925.687500 Penalty: 4437.660156
	Iteration 33Q: 3 clusters Score -764925.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -764929.125000 Penalty: 4437.660156
	Iteration 34Q: 3 clusters Score -764929.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -764929.375000 Penalty: 4437.660156
	Iteration 35Q: 3 clusters Score -764929.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -764930.500000 Penalty: 4437.660156
	Iteration 36Q: 3 clusters Score -764930.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -764931.437500 Penalty: 4437.660156
	Iteration 37Q: 3 clusters Score -764931.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -764931.250000 Penalty: 4437.660156
	Iteration 38Q: 3 clusters Score -764931.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -764932.562500 Penalty: 4437.660156
	Iteration 39Q: 3 clusters Score -764932.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -764934.562500 Penalty: 4437.660156
	Iteration 40F: 3 clusters Score -764934.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -764937.125000 Penalty: 4437.660156
	Iteration 41Q: 3 clusters Score -764937.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -764937.687500 Penalty: 4437.660156
	Iteration 42Q: 3 clusters Score -764937.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -764939.125000 Penalty: 4437.660156
	Iteration 43Q: 3 clusters Score -764939.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -764939.687500 Penalty: 4437.660156
	Iteration 44Q: 3 clusters Score -764939.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -764941.062500 Penalty: 4437.660156
	Iteration 45Q: 3 clusters Score -764941.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -764941.312500 Penalty: 4437.660156
	Iteration 46Q: 3 clusters Score -764941.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -764942.187500 Penalty: 4437.660156
	Iteration 47Q: 3 clusters Score -764942.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -764943.062500 Penalty: 4437.660156
	Iteration 48Q: 3 clusters Score -764943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -764943.250000 Penalty: 4437.660156
	Iteration 49Q: 3 clusters Score -764943.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -764945.062500 Penalty: 4437.660156
	Iteration 50Q: 3 clusters Score -764945.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -764947.500000 Penalty: 4437.660156
	Iteration 51Q: 3 clusters Score -764947.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -764949.312500 Penalty: 4437.660156
	Iteration 52Q: 3 clusters Score -764949.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -764949.312500 Penalty: 4437.660156
	Iteration 53Q: 3 clusters Score -764949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -764949.250000 Penalty: 4437.660156
	Iteration 54Q: 3 clusters Score -764949.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -764949.500000 Penalty: 4437.660156
	Iteration 55Q: 3 clusters Score -764949.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -764950.500000 Penalty: 4437.660156
	Iteration 56Q: 3 clusters Score -764950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -764952.875000 Penalty: 4437.660156
	Iteration 57Q: 3 clusters Score -764952.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -764952.875000 Penalty: 4437.660156
	Iteration 58Q: 3 clusters Score -764952.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -764952.562500 Penalty: 4437.660156
	Iteration 59Q: 3 clusters Score -764952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -764953.062500 Penalty: 4437.660156
	Iteration 60F: 3 clusters Score -764953.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -764953.875000 Penalty: 4437.660156
	Iteration 61Q: 3 clusters Score -764953.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -764955.062500 Penalty: 4437.660156
	Iteration 62Q: 3 clusters Score -764955.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -764957.625000 Penalty: 4437.660156
	Iteration 63Q: 3 clusters Score -764957.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -764958.062500 Penalty: 4437.660156
	Iteration 64Q: 3 clusters Score -764958.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -764958.937500 Penalty: 4437.660156
	Iteration 65Q: 3 clusters Score -764958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -764959.562500 Penalty: 4437.660156
	Iteration 66Q: 3 clusters Score -764959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -764959.500000 Penalty: 4437.660156
	Iteration 67Q: 3 clusters Score -764959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -764960.312500 Penalty: 4437.660156
	Iteration 68Q: 3 clusters Score -764960.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -764959.500000 Penalty: 4437.660156
	Iteration 69Q: 3 clusters Score -764959.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -764959.500000 Penalty: 4437.660156
	Iteration 70F: 3 clusters Score -764959.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Entering Unmasked Estep 
Score: -1736168.375000 Penalty: 2446.457275
	Iteration 0F: 2 clusters Score -1736168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1722665.750000 Penalty: 4892.914551
	Iteration 0F: 3 clusters Score -1722666 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1727456.375000 Penalty: 4892.914551
	Iteration 1F: 3 clusters Score -1727456 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1728041.625000 Penalty: 4892.914551
	Iteration 2F: 3 clusters Score -1728042 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1728694.250000 Penalty: 4892.914551
	Iteration 3F: 3 clusters Score -1728694 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1729487.125000 Penalty: 4892.914551
	Iteration 4F: 3 clusters Score -1729487 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1730522.625000 Penalty: 4892.914551
	Iteration 5F: 3 clusters Score -1730523 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1731797.375000 Penalty: 4892.914551
	Iteration 6F: 3 clusters Score -1731797 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1733180.750000 Penalty: 4892.914551
	Iteration 7F: 3 clusters Score -1733181 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1734186.875000 Penalty: 4892.914551
	Iteration 8F: 3 clusters Score -1734187 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1734695.375000 Penalty: 4892.914551
	Iteration 9Q: 3 clusters Score -1734695 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1734923.875000 Penalty: 4892.914551
	Iteration 10Q: 3 clusters Score -1734924 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1735039.500000 Penalty: 4892.914551
	Iteration 11Q: 3 clusters Score -1735040 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1735105.750000 Penalty: 4892.914551
	Iteration 12Q: 3 clusters Score -1735106 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1735151.250000 Penalty: 4892.914551
	Iteration 13Q: 3 clusters Score -1735151 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1735176.000000 Penalty: 4892.914551
	Iteration 14Q: 3 clusters Score -1735176 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1735192.125000 Penalty: 4892.914551
	Iteration 15Q: 3 clusters Score -1735192 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1735209.500000 Penalty: 4892.914551
	Iteration 16Q: 3 clusters Score -1735210 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1735220.375000 Penalty: 4892.914551
	Iteration 17Q: 3 clusters Score -1735220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1735238.500000 Penalty: 4892.914551
	Iteration 18Q: 3 clusters Score -1735238 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1735247.125000 Penalty: 4892.914551
	Iteration 19Q: 3 clusters Score -1735247 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1735242.625000 Penalty: 4892.914551
	Iteration 20F: 3 clusters Score -1735243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1735260.500000 Penalty: 4892.914551
	Iteration 21Q: 3 clusters Score -1735260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1735261.125000 Penalty: 4892.914551
	Iteration 22Q: 3 clusters Score -1735261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1735267.625000 Penalty: 4892.914551
	Iteration 23Q: 3 clusters Score -1735268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1735267.875000 Penalty: 4892.914551
	Iteration 24Q: 3 clusters Score -1735268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1735274.250000 Penalty: 4892.914551
	Iteration 25Q: 3 clusters Score -1735274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1735276.000000 Penalty: 4892.914551
	Iteration 26Q: 3 clusters Score -1735276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1735281.375000 Penalty: 4892.914551
	Iteration 27Q: 3 clusters Score -1735281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1735281.000000 Penalty: 4892.914551
	Iteration 28Q: 3 clusters Score -1735281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1735282.875000 Penalty: 4892.914551
	Iteration 29Q: 3 clusters Score -1735283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1735280.000000 Penalty: 4892.914551
	Iteration 30Q: 3 clusters Score -1735280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1735285.500000 Penalty: 4892.914551
	Iteration 31Q: 3 clusters Score -1735286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1735282.000000 Penalty: 4892.914551
	Iteration 32Q: 3 clusters Score -1735282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1735287.000000 Penalty: 4892.914551
	Iteration 33Q: 3 clusters Score -1735287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1735284.125000 Penalty: 4892.914551
	Iteration 34Q: 3 clusters Score -1735284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1735285.125000 Penalty: 4892.914551
	Iteration 35Q: 3 clusters Score -1735285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1735285.000000 Penalty: 4892.914551
	Iteration 36Q: 3 clusters Score -1735285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1735283.750000 Penalty: 4892.914551
	Iteration 37Q: 3 clusters Score -1735284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1735287.500000 Penalty: 4892.914551
	Iteration 38Q: 3 clusters Score -1735288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1735285.500000 Penalty: 4892.914551
	Iteration 39Q: 3 clusters Score -1735286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1735289.750000 Penalty: 4892.914551
	Iteration 40F: 3 clusters Score -1735290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1735288.500000 Penalty: 4892.914551
	Iteration 41Q: 3 clusters Score -1735288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1735284.000000 Penalty: 4892.914551
	Iteration 42Q: 3 clusters Score -1735284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1735280.625000 Penalty: 4892.914551
	Iteration 43Q: 3 clusters Score -1735281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1735282.750000 Penalty: 4892.914551
	Iteration 44Q: 3 clusters Score -1735283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1735285.000000 Penalty: 4892.914551
	Iteration 45Q: 3 clusters Score -1735285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1735288.750000 Penalty: 4892.914551
	Iteration 46Q: 3 clusters Score -1735289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1735289.500000 Penalty: 4892.914551
	Iteration 47Q: 3 clusters Score -1735290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1735288.375000 Penalty: 4892.914551
	Iteration 48Q: 3 clusters Score -1735288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1735291.250000 Penalty: 4892.914551
	Iteration 49Q: 3 clusters Score -1735291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1735288.000000 Penalty: 4892.914551
	Iteration 50Q: 3 clusters Score -1735288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1735284.375000 Penalty: 4892.914551
	Iteration 51Q: 3 clusters Score -1735284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1735284.375000 Penalty: 4892.914551
	Iteration 52F: 3 clusters Score -1735284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Entering Unmasked Estep 
Score: -782643.812500 Penalty: 2243.655518
	Iteration 0F: 2 clusters Score -782643.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -775958.937500 Penalty: 4487.311035
	Iteration 0F: 3 clusters Score -775958.9 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -777874.687500 Penalty: 4487.311035
	Iteration 1F: 3 clusters Score -777874.7 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -778271.187500 Penalty: 4487.311035
	Iteration 2F: 3 clusters Score -778271.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -778669.562500 Penalty: 4487.311035
	Iteration 3F: 3 clusters Score -778669.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -779093.562500 Penalty: 4487.311035
	Iteration 4F: 3 clusters Score -779093.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -779608.250000 Penalty: 4487.311035
	Iteration 5F: 3 clusters Score -779608.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -780175.187500 Penalty: 4487.311035
	Iteration 6F: 3 clusters Score -780175.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -780723.875000 Penalty: 4487.311035
	Iteration 7F: 3 clusters Score -780723.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -781054.562500 Penalty: 4487.311035
	Iteration 8Q: 3 clusters Score -781054.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -781205.937500 Penalty: 4487.311035
	Iteration 9Q: 3 clusters Score -781205.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -781277.250000 Penalty: 4487.311035
	Iteration 10Q: 3 clusters Score -781277.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -781338.687500 Penalty: 4487.311035
	Iteration 11Q: 3 clusters Score -781338.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -781400.250000 Penalty: 4487.311035
	Iteration 12Q: 3 clusters Score -781400.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -781443.562500 Penalty: 4487.311035
	Iteration 13Q: 3 clusters Score -781443.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -781485.812500 Penalty: 4487.311035
	Iteration 14Q: 3 clusters Score -781485.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -781524.687500 Penalty: 4487.311035
	Iteration 15Q: 3 clusters Score -781524.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -781543.937500 Penalty: 4487.311035
	Iteration 16Q: 3 clusters Score -781543.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -781557.750000 Penalty: 4487.311035
	Iteration 17Q: 3 clusters Score -781557.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -781569.875000 Penalty: 4487.311035
	Iteration 18Q: 3 clusters Score -781569.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -781573.125000 Penalty: 4487.311035
	Iteration 19Q: 3 clusters Score -781573.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -781577.250000 Penalty: 4487.311035
	Iteration 20F: 3 clusters Score -781577.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -781580.375000 Penalty: 4487.311035
	Iteration 21Q: 3 clusters Score -781580.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -781584.500000 Penalty: 4487.311035
	Iteration 22Q: 3 clusters Score -781584.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -781588.312500 Penalty: 4487.311035
	Iteration 23Q: 3 clusters Score -781588.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -781593.562500 Penalty: 4487.311035
	Iteration 24Q: 3 clusters Score -781593.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -781602.750000 Penalty: 4487.311035
	Iteration 25Q: 3 clusters Score -781602.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -781604.437500 Penalty: 4487.311035
	Iteration 26Q: 3 clusters Score -781604.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -781604.500000 Penalty: 4487.311035
	Iteration 27Q: 3 clusters Score -781604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -781606.375000 Penalty: 4487.311035
	Iteration 28Q: 3 clusters Score -781606.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -781606.000000 Penalty: 4487.311035
	Iteration 29Q: 3 clusters Score -781606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -781606.000000 Penalty: 4487.311035
	Iteration 30F: 3 clusters Score -781606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (224973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224973 members 
Entering Unmasked Estep 
Score: -22111020.000000 Penalty: 3056.286377
	Iteration 0F: 2 clusters Score -2.211102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112529 members 
Mstep: Class 2 contains 112444 members 
Entering Unmasked Estep 
Score: -21961492.000000 Penalty: 6112.572754
	Iteration 0F: 3 clusters Score -2.196149e+07 nChanged 108580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113449 members 
Mstep: Class 2 contains 111524 members 
Entering Unmasked Estep 
Score: -22025424.000000 Penalty: 6112.572754
	Iteration 1F: 3 clusters Score -2.202542e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114368 members 
Mstep: Class 2 contains 110605 members 
Entering Unmasked Estep 
Score: -22026620.000000 Penalty: 6112.572754
	Iteration 2Q: 3 clusters Score -2.202662e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115855 members 
Mstep: Class 2 contains 109118 members 
Entering Unmasked Estep 
Score: -22028642.000000 Penalty: 6112.572754
	Iteration 3Q: 3 clusters Score -2.202864e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118393 members 
Mstep: Class 2 contains 106580 members 
Entering Unmasked Estep 
Score: -22031250.000000 Penalty: 6112.572754
	Iteration 4Q: 3 clusters Score -2.203125e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122482 members 
Mstep: Class 2 contains 102491 members 
Entering Unmasked Estep 
Score: -22034950.000000 Penalty: 6112.572754
	Iteration 5Q: 3 clusters Score -2.203495e+07 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128419 members 
Mstep: Class 2 contains 96554 members 
Entering Unmasked Estep 
Score: -22039824.000000 Penalty: 6112.572754
	Iteration 6F: 3 clusters Score -2.203982e+07 nChanged 13007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136502 members 
Mstep: Class 2 contains 88471 members 
Entering Unmasked Estep 
Score: -22046604.000000 Penalty: 6112.572754
	Iteration 7F: 3 clusters Score -2.20466e+07 nChanged 13664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146226 members 
Mstep: Class 2 contains 78747 members 
Entering Unmasked Estep 
Score: -22054866.000000 Penalty: 6112.572754
	Iteration 8F: 3 clusters Score -2.205487e+07 nChanged 13491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156791 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -22063868.000000 Penalty: 6112.572754
	Iteration 9F: 3 clusters Score -2.206387e+07 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167043 members 
Mstep: Class 2 contains 57930 members 
Entering Unmasked Estep 
Score: -22072688.000000 Penalty: 6112.572754
	Iteration 10F: 3 clusters Score -2.207269e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176462 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -22080196.000000 Penalty: 6112.572754
	Iteration 11Q: 3 clusters Score -2.20802e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184571 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -22085724.000000 Penalty: 6112.572754
	Iteration 12Q: 3 clusters Score -2.208572e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191429 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -22089898.000000 Penalty: 6112.572754
	Iteration 13Q: 3 clusters Score -2.20899e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197335 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -22093296.000000 Penalty: 6112.572754
	Iteration 14Q: 3 clusters Score -2.20933e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202491 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -22096296.000000 Penalty: 6112.572754
	Iteration 15Q: 3 clusters Score -2.20963e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207004 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -22098888.000000 Penalty: 6112.572754
	Iteration 16Q: 3 clusters Score -2.209889e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210826 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -22101166.000000 Penalty: 6112.572754
	Iteration 17Q: 3 clusters Score -2.210117e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213994 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -22102928.000000 Penalty: 6112.572754
	Iteration 18Q: 3 clusters Score -2.210293e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216471 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -22104220.000000 Penalty: 6112.572754
	Iteration 19Q: 3 clusters Score -2.210422e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218458 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -22105402.000000 Penalty: 6112.572754
	Iteration 20F: 3 clusters Score -2.21054e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219927 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -22106368.000000 Penalty: 6112.572754
	Iteration 21Q: 3 clusters Score -2.210637e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221032 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -22106918.000000 Penalty: 6112.572754
	Iteration 22Q: 3 clusters Score -2.210692e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221872 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -22107242.000000 Penalty: 6112.572754
	Iteration 23Q: 3 clusters Score -2.210724e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222459 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -22107534.000000 Penalty: 6112.572754
	Iteration 24Q: 3 clusters Score -2.210753e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222880 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -22107754.000000 Penalty: 6112.572754
	Iteration 25Q: 3 clusters Score -2.210775e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223203 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -22107880.000000 Penalty: 6112.572754
	Iteration 26Q: 3 clusters Score -2.210788e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223429 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -22107944.000000 Penalty: 6112.572754
	Iteration 27Q: 3 clusters Score -2.210794e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223605 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -22108006.000000 Penalty: 6112.572754
	Iteration 28Q: 3 clusters Score -2.210801e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223741 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -22108070.000000 Penalty: 6112.572754
	Iteration 29Q: 3 clusters Score -2.210807e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223841 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -22108146.000000 Penalty: 6112.572754
	Iteration 30Q: 3 clusters Score -2.210815e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223933 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -22108224.000000 Penalty: 6112.572754
	Iteration 31Q: 3 clusters Score -2.210822e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224005 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -22108280.000000 Penalty: 6112.572754
	Iteration 32Q: 3 clusters Score -2.210828e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224076 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -22108284.000000 Penalty: 6112.572754
	Iteration 33Q: 3 clusters Score -2.210828e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224131 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -22108330.000000 Penalty: 6112.572754
	Iteration 34Q: 3 clusters Score -2.210833e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224168 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -22108352.000000 Penalty: 6112.572754
	Iteration 35Q: 3 clusters Score -2.210835e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224193 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -22108380.000000 Penalty: 6112.572754
	Iteration 36Q: 3 clusters Score -2.210838e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224219 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -22108384.000000 Penalty: 6112.572754
	Iteration 37Q: 3 clusters Score -2.210838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224236 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -22108392.000000 Penalty: 6112.572754
	Iteration 38Q: 3 clusters Score -2.210839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224251 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -22108404.000000 Penalty: 6112.572754
	Iteration 39Q: 3 clusters Score -2.21084e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224268 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -22108426.000000 Penalty: 6112.572754
	Iteration 40F: 3 clusters Score -2.210843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224276 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -22108428.000000 Penalty: 6112.572754
	Iteration 41Q: 3 clusters Score -2.210843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224287 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -22108412.000000 Penalty: 6112.572754
	Iteration 42Q: 3 clusters Score -2.210841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224295 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -22108420.000000 Penalty: 6112.572754
	Iteration 43Q: 3 clusters Score -2.210842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224301 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -22108426.000000 Penalty: 6112.572754
	Iteration 44Q: 3 clusters Score -2.210843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224308 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -22108436.000000 Penalty: 6112.572754
	Iteration 45Q: 3 clusters Score -2.210844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224322 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -22108450.000000 Penalty: 6112.572754
	Iteration 46Q: 3 clusters Score -2.210845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224329 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -22108466.000000 Penalty: 6112.572754
	Iteration 47Q: 3 clusters Score -2.210847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224335 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -22108456.000000 Penalty: 6112.572754
	Iteration 48Q: 3 clusters Score -2.210846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224341 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -22108450.000000 Penalty: 6112.572754
	Iteration 49Q: 3 clusters Score -2.210845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224348 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -22108476.000000 Penalty: 6112.572754
	Iteration 50Q: 3 clusters Score -2.210848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224353 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -22108462.000000 Penalty: 6112.572754
	Iteration 51Q: 3 clusters Score -2.210846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224360 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -22108464.000000 Penalty: 6112.572754
	Iteration 52Q: 3 clusters Score -2.210846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224362 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -22108460.000000 Penalty: 6112.572754
	Iteration 53Q: 3 clusters Score -2.210846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224364 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -22108474.000000 Penalty: 6112.572754
	Iteration 54Q: 3 clusters Score -2.210847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224364 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -22108474.000000 Penalty: 6112.572754
	Iteration 55F: 3 clusters Score -2.210847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65347 members 
Entering Unmasked Estep 
Score: -6331165.500000 Penalty: 2749.691895
	Iteration 0F: 2 clusters Score -6331166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -6287449.500000 Penalty: 5499.383789
	Iteration 0F: 3 clusters Score -6287450 nChanged 30363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -6304368.000000 Penalty: 5499.383789
	Iteration 1F: 3 clusters Score -6304368 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -6304998.500000 Penalty: 5499.383789
	Iteration 2Q: 3 clusters Score -6304998 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -6305727.500000 Penalty: 5499.383789
	Iteration 3Q: 3 clusters Score -6305728 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -6306493.000000 Penalty: 5499.383789
	Iteration 4Q: 3 clusters Score -6306493 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -6307553.500000 Penalty: 5499.383789
	Iteration 5Q: 3 clusters Score -6307554 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -6308991.500000 Penalty: 5499.383789
	Iteration 6Q: 3 clusters Score -6308992 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -6310907.000000 Penalty: 5499.383789
	Iteration 7Q: 3 clusters Score -6310907 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -6313232.000000 Penalty: 5499.383789
	Iteration 8F: 3 clusters Score -6313232 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -6315778.500000 Penalty: 5499.383789
	Iteration 9F: 3 clusters Score -6315778 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -6318354.500000 Penalty: 5499.383789
	Iteration 10F: 3 clusters Score -6318354 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -6320756.500000 Penalty: 5499.383789
	Iteration 11F: 3 clusters Score -6320756 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -6322841.500000 Penalty: 5499.383789
	Iteration 12Q: 3 clusters Score -6322842 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -6324607.500000 Penalty: 5499.383789
	Iteration 13Q: 3 clusters Score -6324608 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -6325948.500000 Penalty: 5499.383789
	Iteration 14Q: 3 clusters Score -6325948 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -6326958.000000 Penalty: 5499.383789
	Iteration 15Q: 3 clusters Score -6326958 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -6327659.000000 Penalty: 5499.383789
	Iteration 16Q: 3 clusters Score -6327659 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 63614 members 
Entering Unmasked Estep 
Score: -6328074.000000 Penalty: 5499.383789
	Iteration 17Q: 3 clusters Score -6328074 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -6328341.500000 Penalty: 5499.383789
	Iteration 18Q: 3 clusters Score -6328342 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 64219 members 
Entering Unmasked Estep 
Score: -6328489.500000 Penalty: 5499.383789
	Iteration 19Q: 3 clusters Score -6328490 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -6328595.500000 Penalty: 5499.383789
	Iteration 20F: 3 clusters Score -6328596 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -6328662.500000 Penalty: 5499.383789
	Iteration 21Q: 3 clusters Score -6328662 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 64518 members 
Entering Unmasked Estep 
Score: -6328702.500000 Penalty: 5499.383789
	Iteration 22Q: 3 clusters Score -6328702 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -6328746.000000 Penalty: 5499.383789
	Iteration 23Q: 3 clusters Score -6328746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -6328761.000000 Penalty: 5499.383789
	Iteration 24Q: 3 clusters Score -6328761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -6328777.500000 Penalty: 5499.383789
	Iteration 25Q: 3 clusters Score -6328778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
Score: -6328794.000000 Penalty: 5499.383789
	Iteration 26Q: 3 clusters Score -6328794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -6328812.500000 Penalty: 5499.383789
	Iteration 27Q: 3 clusters Score -6328812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 64673 members 
Entering Unmasked Estep 
Score: -6328814.500000 Penalty: 5499.383789
	Iteration 28Q: 3 clusters Score -6328814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -6328830.000000 Penalty: 5499.383789
	Iteration 29Q: 3 clusters Score -6328830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -6328838.500000 Penalty: 5499.383789
	Iteration 30Q: 3 clusters Score -6328838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -6328849.500000 Penalty: 5499.383789
	Iteration 31Q: 3 clusters Score -6328850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -6328869.500000 Penalty: 5499.383789
	Iteration 32Q: 3 clusters Score -6328870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -6328865.000000 Penalty: 5499.383789
	Iteration 33Q: 3 clusters Score -6328865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 64742 members 
Entering Unmasked Estep 
Score: -6328876.000000 Penalty: 5499.383789
	Iteration 34Q: 3 clusters Score -6328876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 64749 members 
Entering Unmasked Estep 
Score: -6328885.000000 Penalty: 5499.383789
	Iteration 35Q: 3 clusters Score -6328885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -6328890.000000 Penalty: 5499.383789
	Iteration 36Q: 3 clusters Score -6328890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -6328896.500000 Penalty: 5499.383789
	Iteration 37Q: 3 clusters Score -6328896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -6328903.000000 Penalty: 5499.383789
	Iteration 38Q: 3 clusters Score -6328903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 64777 members 
Entering Unmasked Estep 
Score: -6328903.000000 Penalty: 5499.383789
	Iteration 39Q: 3 clusters Score -6328903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -6328905.500000 Penalty: 5499.383789
	Iteration 40F: 3 clusters Score -6328906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -6328911.000000 Penalty: 5499.383789
	Iteration 41Q: 3 clusters Score -6328911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -6328908.000000 Penalty: 5499.383789
	Iteration 42Q: 3 clusters Score -6328908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -6328910.500000 Penalty: 5499.383789
	Iteration 43Q: 3 clusters Score -6328910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -6328910.500000 Penalty: 5499.383789
	Iteration 44F: 3 clusters Score -6328910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Entering Unmasked Estep 
Score: -2033289.500000 Penalty: 2478.232178
	Iteration 0F: 2 clusters Score -2033290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2018052.375000 Penalty: 4956.464355
	Iteration 0F: 3 clusters Score -2018052 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2023207.750000 Penalty: 4956.464355
	Iteration 1F: 3 clusters Score -2023208 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2023607.125000 Penalty: 4956.464355
	Iteration 2F: 3 clusters Score -2023607 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2023925.125000 Penalty: 4956.464355
	Iteration 3Q: 3 clusters Score -2023925 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2024222.875000 Penalty: 4956.464355
	Iteration 4Q: 3 clusters Score -2024223 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2024500.500000 Penalty: 4956.464355
	Iteration 5Q: 3 clusters Score -2024500 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2024766.750000 Penalty: 4956.464355
	Iteration 6Q: 3 clusters Score -2024767 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2025042.500000 Penalty: 4956.464355
	Iteration 7Q: 3 clusters Score -2025042 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2025309.250000 Penalty: 4956.464355
	Iteration 8Q: 3 clusters Score -2025309 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2025619.000000 Penalty: 4956.464355
	Iteration 9Q: 3 clusters Score -2025619 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2026005.000000 Penalty: 4956.464355
	Iteration 10Q: 3 clusters Score -2026005 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2026477.000000 Penalty: 4956.464355
	Iteration 11Q: 3 clusters Score -2026477 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2027093.500000 Penalty: 4956.464355
	Iteration 12Q: 3 clusters Score -2027094 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2027768.875000 Penalty: 4956.464355
	Iteration 13Q: 3 clusters Score -2027769 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2028516.500000 Penalty: 4956.464355
	Iteration 14Q: 3 clusters Score -2028516 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2029187.125000 Penalty: 4956.464355
	Iteration 15Q: 3 clusters Score -2029187 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2029630.750000 Penalty: 4956.464355
	Iteration 16Q: 3 clusters Score -2029631 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2029956.375000 Penalty: 4956.464355
	Iteration 17Q: 3 clusters Score -2029956 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2030226.500000 Penalty: 4956.464355
	Iteration 18Q: 3 clusters Score -2030226 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2030440.500000 Penalty: 4956.464355
	Iteration 19Q: 3 clusters Score -2030440 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2030604.250000 Penalty: 4956.464355
	Iteration 20F: 3 clusters Score -2030604 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2030748.875000 Penalty: 4956.464355
	Iteration 21Q: 3 clusters Score -2030749 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2030904.875000 Penalty: 4956.464355
	Iteration 22Q: 3 clusters Score -2030905 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2031010.250000 Penalty: 4956.464355
	Iteration 23Q: 3 clusters Score -2031010 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2031122.500000 Penalty: 4956.464355
	Iteration 24Q: 3 clusters Score -2031122 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2031223.875000 Penalty: 4956.464355
	Iteration 25Q: 3 clusters Score -2031224 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2031341.250000 Penalty: 4956.464355
	Iteration 26Q: 3 clusters Score -2031341 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2031449.250000 Penalty: 4956.464355
	Iteration 27Q: 3 clusters Score -2031449 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2031556.750000 Penalty: 4956.464355
	Iteration 28Q: 3 clusters Score -2031557 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2031668.375000 Penalty: 4956.464355
	Iteration 29Q: 3 clusters Score -2031668 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2031736.125000 Penalty: 4956.464355
	Iteration 30Q: 3 clusters Score -2031736 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2031790.625000 Penalty: 4956.464355
	Iteration 31Q: 3 clusters Score -2031791 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2031840.125000 Penalty: 4956.464355
	Iteration 32Q: 3 clusters Score -2031840 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2031880.625000 Penalty: 4956.464355
	Iteration 33Q: 3 clusters Score -2031881 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2031913.000000 Penalty: 4956.464355
	Iteration 34Q: 3 clusters Score -2031913 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2031933.750000 Penalty: 4956.464355
	Iteration 35Q: 3 clusters Score -2031934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2031956.625000 Penalty: 4956.464355
	Iteration 36Q: 3 clusters Score -2031957 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2031970.875000 Penalty: 4956.464355
	Iteration 37Q: 3 clusters Score -2031971 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2031984.250000 Penalty: 4956.464355
	Iteration 38Q: 3 clusters Score -2031984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2032004.000000 Penalty: 4956.464355
	Iteration 39Q: 3 clusters Score -2032004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2032012.125000 Penalty: 4956.464355
	Iteration 40F: 3 clusters Score -2032012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2032023.000000 Penalty: 4956.464355
	Iteration 41Q: 3 clusters Score -2032023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2032034.125000 Penalty: 4956.464355
	Iteration 42Q: 3 clusters Score -2032034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2032043.000000 Penalty: 4956.464355
	Iteration 43Q: 3 clusters Score -2032043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2032048.875000 Penalty: 4956.464355
	Iteration 44Q: 3 clusters Score -2032049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2032058.750000 Penalty: 4956.464355
	Iteration 45Q: 3 clusters Score -2032059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2032061.750000 Penalty: 4956.464355
	Iteration 46Q: 3 clusters Score -2032062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2032065.000000 Penalty: 4956.464355
	Iteration 47Q: 3 clusters Score -2032065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2032069.625000 Penalty: 4956.464355
	Iteration 48Q: 3 clusters Score -2032070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2032067.875000 Penalty: 4956.464355
	Iteration 49Q: 3 clusters Score -2032068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2032071.625000 Penalty: 4956.464355
	Iteration 50Q: 3 clusters Score -2032072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2032070.500000 Penalty: 4956.464355
	Iteration 51Q: 3 clusters Score -2032070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2032082.125000 Penalty: 4956.464355
	Iteration 52Q: 3 clusters Score -2032082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2032085.125000 Penalty: 4956.464355
	Iteration 53Q: 3 clusters Score -2032085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2032087.125000 Penalty: 4956.464355
	Iteration 54Q: 3 clusters Score -2032087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2032088.250000 Penalty: 4956.464355
	Iteration 55Q: 3 clusters Score -2032088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2032087.000000 Penalty: 4956.464355
	Iteration 56Q: 3 clusters Score -2032087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2032087.875000 Penalty: 4956.464355
	Iteration 57Q: 3 clusters Score -2032088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2032091.000000 Penalty: 4956.464355
	Iteration 58Q: 3 clusters Score -2032091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2032091.125000 Penalty: 4956.464355
	Iteration 59Q: 3 clusters Score -2032091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2032091.125000 Penalty: 4956.464355
	Iteration 60F: 3 clusters Score -2032091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Entering Unmasked Estep 
Score: -844151.375000 Penalty: 2247.997070
	Iteration 0F: 2 clusters Score -844151.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -837327.250000 Penalty: 4495.994141
	Iteration 0F: 3 clusters Score -837327.2 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -839301.562500 Penalty: 4495.994141
	Iteration 1F: 3 clusters Score -839301.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -839586.312500 Penalty: 4495.994141
	Iteration 2F: 3 clusters Score -839586.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -839769.125000 Penalty: 4495.994141
	Iteration 3Q: 3 clusters Score -839769.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -839907.937500 Penalty: 4495.994141
	Iteration 4Q: 3 clusters Score -839907.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -840034.437500 Penalty: 4495.994141
	Iteration 5Q: 3 clusters Score -840034.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -840141.375000 Penalty: 4495.994141
	Iteration 6Q: 3 clusters Score -840141.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -840251.625000 Penalty: 4495.994141
	Iteration 7Q: 3 clusters Score -840251.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -840386.375000 Penalty: 4495.994141
	Iteration 8Q: 3 clusters Score -840386.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -840541.625000 Penalty: 4495.994141
	Iteration 9Q: 3 clusters Score -840541.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -840690.750000 Penalty: 4495.994141
	Iteration 10Q: 3 clusters Score -840690.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -840881.937500 Penalty: 4495.994141
	Iteration 11Q: 3 clusters Score -840881.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -841109.187500 Penalty: 4495.994141
	Iteration 12Q: 3 clusters Score -841109.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -841339.500000 Penalty: 4495.994141
	Iteration 13Q: 3 clusters Score -841339.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -841540.062500 Penalty: 4495.994141
	Iteration 14Q: 3 clusters Score -841540.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -841701.125000 Penalty: 4495.994141
	Iteration 15Q: 3 clusters Score -841701.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -841851.687500 Penalty: 4495.994141
	Iteration 16Q: 3 clusters Score -841851.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -841960.812500 Penalty: 4495.994141
	Iteration 17Q: 3 clusters Score -841960.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -842036.687500 Penalty: 4495.994141
	Iteration 18Q: 3 clusters Score -842036.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -842093.125000 Penalty: 4495.994141
	Iteration 19Q: 3 clusters Score -842093.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -842133.312500 Penalty: 4495.994141
	Iteration 20F: 3 clusters Score -842133.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -842168.062500 Penalty: 4495.994141
	Iteration 21Q: 3 clusters Score -842168.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -842188.125000 Penalty: 4495.994141
	Iteration 22Q: 3 clusters Score -842188.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -842201.187500 Penalty: 4495.994141
	Iteration 23Q: 3 clusters Score -842201.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -842213.250000 Penalty: 4495.994141
	Iteration 24Q: 3 clusters Score -842213.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -842219.375000 Penalty: 4495.994141
	Iteration 25Q: 3 clusters Score -842219.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -842224.625000 Penalty: 4495.994141
	Iteration 26Q: 3 clusters Score -842224.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -842224.000000 Penalty: 4495.994141
	Iteration 27Q: 3 clusters Score -842224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -842226.500000 Penalty: 4495.994141
	Iteration 28Q: 3 clusters Score -842226.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -842226.500000 Penalty: 4495.994141
	Iteration 29F: 3 clusters Score -842226.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (220228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220228 members 
Entering Unmasked Estep 
Score: -21546134.000000 Penalty: 3050.999756
	Iteration 0F: 2 clusters Score -2.154613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109759 members 
Mstep: Class 2 contains 110469 members 
Entering Unmasked Estep 
Score: -21401170.000000 Penalty: 6101.999512
	Iteration 0F: 3 clusters Score -2.140117e+07 nChanged 105871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106040 members 
Mstep: Class 2 contains 114188 members 
Entering Unmasked Estep 
Score: -21463368.000000 Penalty: 6101.999512
	Iteration 1F: 3 clusters Score -2.146337e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103897 members 
Mstep: Class 2 contains 116331 members 
Entering Unmasked Estep 
Score: -21465048.000000 Penalty: 6101.999512
	Iteration 2Q: 3 clusters Score -2.146505e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100725 members 
Mstep: Class 2 contains 119503 members 
Entering Unmasked Estep 
Score: -21467602.000000 Penalty: 6101.999512
	Iteration 3Q: 3 clusters Score -2.14676e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96272 members 
Mstep: Class 2 contains 123956 members 
Entering Unmasked Estep 
Score: -21471032.000000 Penalty: 6101.999512
	Iteration 4Q: 3 clusters Score -2.147103e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90049 members 
Mstep: Class 2 contains 130179 members 
Entering Unmasked Estep 
Score: -21477076.000000 Penalty: 6101.999512
	Iteration 5Q: 3 clusters Score -2.147708e+07 nChanged 12284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81641 members 
Mstep: Class 2 contains 138587 members 
Entering Unmasked Estep 
Score: -21485152.000000 Penalty: 6101.999512
	Iteration 6F: 3 clusters Score -2.148515e+07 nChanged 13700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71019 members 
Mstep: Class 2 contains 149209 members 
Entering Unmasked Estep 
Score: -21495170.000000 Penalty: 6101.999512
	Iteration 7F: 3 clusters Score -2.149517e+07 nChanged 13978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58805 members 
Mstep: Class 2 contains 161423 members 
Entering Unmasked Estep 
Score: -21505888.000000 Penalty: 6101.999512
	Iteration 8F: 3 clusters Score -2.150589e+07 nChanged 13679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 174350 members 
Entering Unmasked Estep 
Score: -21516460.000000 Penalty: 6101.999512
	Iteration 9F: 3 clusters Score -2.151646e+07 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 186398 members 
Entering Unmasked Estep 
Score: -21524800.000000 Penalty: 6101.999512
	Iteration 10F: 3 clusters Score -2.15248e+07 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 196500 members 
Entering Unmasked Estep 
Score: -21531184.000000 Penalty: 6101.999512
	Iteration 11Q: 3 clusters Score -2.153118e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 204288 members 
Entering Unmasked Estep 
Score: -21535628.000000 Penalty: 6101.999512
	Iteration 12Q: 3 clusters Score -2.153563e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 209863 members 
Entering Unmasked Estep 
Score: -21538670.000000 Penalty: 6101.999512
	Iteration 13Q: 3 clusters Score -2.153867e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 213484 members 
Entering Unmasked Estep 
Score: -21540556.000000 Penalty: 6101.999512
	Iteration 14Q: 3 clusters Score -2.154056e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 215695 members 
Entering Unmasked Estep 
Score: -21541712.000000 Penalty: 6101.999512
	Iteration 15Q: 3 clusters Score -2.154171e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 217052 members 
Entering Unmasked Estep 
Score: -21542400.000000 Penalty: 6101.999512
	Iteration 16Q: 3 clusters Score -2.15424e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 217861 members 
Entering Unmasked Estep 
Score: -21542810.000000 Penalty: 6101.999512
	Iteration 17Q: 3 clusters Score -2.154281e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 218372 members 
Entering Unmasked Estep 
Score: -21543082.000000 Penalty: 6101.999512
	Iteration 18Q: 3 clusters Score -2.154308e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 218690 members 
Entering Unmasked Estep 
Score: -21543242.000000 Penalty: 6101.999512
	Iteration 19Q: 3 clusters Score -2.154324e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 218893 members 
Entering Unmasked Estep 
Score: -21543310.000000 Penalty: 6101.999512
	Iteration 20F: 3 clusters Score -2.154331e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 219016 members 
Entering Unmasked Estep 
Score: -21543402.000000 Penalty: 6101.999512
	Iteration 21Q: 3 clusters Score -2.15434e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 219106 members 
Entering Unmasked Estep 
Score: -21543432.000000 Penalty: 6101.999512
	Iteration 22Q: 3 clusters Score -2.154343e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 219163 members 
Entering Unmasked Estep 
Score: -21543476.000000 Penalty: 6101.999512
	Iteration 23Q: 3 clusters Score -2.154348e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 219220 members 
Entering Unmasked Estep 
Score: -21543460.000000 Penalty: 6101.999512
	Iteration 24Q: 3 clusters Score -2.154346e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 219258 members 
Entering Unmasked Estep 
Score: -21543476.000000 Penalty: 6101.999512
	Iteration 25Q: 3 clusters Score -2.154348e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 219291 members 
Entering Unmasked Estep 
Score: -21543546.000000 Penalty: 6101.999512
	Iteration 26Q: 3 clusters Score -2.154355e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 219328 members 
Entering Unmasked Estep 
Score: -21543578.000000 Penalty: 6101.999512
	Iteration 27Q: 3 clusters Score -2.154358e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 219354 members 
Entering Unmasked Estep 
Score: -21543602.000000 Penalty: 6101.999512
	Iteration 28Q: 3 clusters Score -2.15436e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 219372 members 
Entering Unmasked Estep 
Score: -21543622.000000 Penalty: 6101.999512
	Iteration 29Q: 3 clusters Score -2.154362e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 219384 members 
Entering Unmasked Estep 
Score: -21543618.000000 Penalty: 6101.999512
	Iteration 30Q: 3 clusters Score -2.154362e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 219393 members 
Entering Unmasked Estep 
Score: -21543636.000000 Penalty: 6101.999512
	Iteration 31Q: 3 clusters Score -2.154364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 219406 members 
Entering Unmasked Estep 
Score: -21543622.000000 Penalty: 6101.999512
	Iteration 32Q: 3 clusters Score -2.154362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 219411 members 
Entering Unmasked Estep 
Score: -21543644.000000 Penalty: 6101.999512
	Iteration 33Q: 3 clusters Score -2.154364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 219419 members 
Entering Unmasked Estep 
Score: -21543638.000000 Penalty: 6101.999512
	Iteration 34Q: 3 clusters Score -2.154364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 219425 members 
Entering Unmasked Estep 
Score: -21543628.000000 Penalty: 6101.999512
	Iteration 35Q: 3 clusters Score -2.154363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 219421 members 
Entering Unmasked Estep 
Score: -21543640.000000 Penalty: 6101.999512
	Iteration 36Q: 3 clusters Score -2.154364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 219426 members 
Entering Unmasked Estep 
Score: -21543648.000000 Penalty: 6101.999512
	Iteration 37Q: 3 clusters Score -2.154365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 219430 members 
Entering Unmasked Estep 
Score: -21543650.000000 Penalty: 6101.999512
	Iteration 38Q: 3 clusters Score -2.154365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 219430 members 
Entering Unmasked Estep 
Score: -21543644.000000 Penalty: 6101.999512
	Iteration 39Q: 3 clusters Score -2.154364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 219433 members 
Entering Unmasked Estep 
Score: -21543646.000000 Penalty: 6101.999512
	Iteration 40F: 3 clusters Score -2.154365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 219434 members 
Entering Unmasked Estep 
Score: -21543644.000000 Penalty: 6101.999512
	Iteration 41Q: 3 clusters Score -2.154364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 219442 members 
Entering Unmasked Estep 
Score: -21543654.000000 Penalty: 6101.999512
	Iteration 42Q: 3 clusters Score -2.154365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 219449 members 
Entering Unmasked Estep 
Score: -21543638.000000 Penalty: 6101.999512
	Iteration 43Q: 3 clusters Score -2.154364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 219453 members 
Entering Unmasked Estep 
Score: -21543648.000000 Penalty: 6101.999512
	Iteration 44Q: 3 clusters Score -2.154365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 219456 members 
Entering Unmasked Estep 
Score: -21543666.000000 Penalty: 6101.999512
	Iteration 45Q: 3 clusters Score -2.154367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 219457 members 
Entering Unmasked Estep 
Score: -21543670.000000 Penalty: 6101.999512
	Iteration 46Q: 3 clusters Score -2.154367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 219460 members 
Entering Unmasked Estep 
Score: -21543660.000000 Penalty: 6101.999512
	Iteration 47Q: 3 clusters Score -2.154366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 219461 members 
Entering Unmasked Estep 
Score: -21543670.000000 Penalty: 6101.999512
	Iteration 48Q: 3 clusters Score -2.154367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 219461 members 
Entering Unmasked Estep 
Score: -21543670.000000 Penalty: 6101.999512
	Iteration 49F: 3 clusters Score -2.154367e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Entering Unmasked Estep 
Score: -791760.312500 Penalty: 2245.980469
	Iteration 0F: 2 clusters Score -791760.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -785092.562500 Penalty: 4491.960938
	Iteration 0F: 3 clusters Score -785092.6 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -786928.062500 Penalty: 4491.960938
	Iteration 1F: 3 clusters Score -786928.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -787282.437500 Penalty: 4491.960938
	Iteration 2F: 3 clusters Score -787282.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -787507.625000 Penalty: 4491.960938
	Iteration 3F: 3 clusters Score -787507.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -787698.375000 Penalty: 4491.960938
	Iteration 4Q: 3 clusters Score -787698.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -787884.937500 Penalty: 4491.960938
	Iteration 5Q: 3 clusters Score -787884.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -788086.375000 Penalty: 4491.960938
	Iteration 6Q: 3 clusters Score -788086.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -788295.875000 Penalty: 4491.960938
	Iteration 7Q: 3 clusters Score -788295.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -788530.062500 Penalty: 4491.960938
	Iteration 8Q: 3 clusters Score -788530.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -788779.687500 Penalty: 4491.960938
	Iteration 9Q: 3 clusters Score -788779.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -789037.812500 Penalty: 4491.960938
	Iteration 10Q: 3 clusters Score -789037.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -789244.312500 Penalty: 4491.960938
	Iteration 11Q: 3 clusters Score -789244.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -789392.500000 Penalty: 4491.960938
	Iteration 12Q: 3 clusters Score -789392.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -789491.562500 Penalty: 4491.960938
	Iteration 13Q: 3 clusters Score -789491.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -789566.687500 Penalty: 4491.960938
	Iteration 14Q: 3 clusters Score -789566.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -789610.375000 Penalty: 4491.960938
	Iteration 15Q: 3 clusters Score -789610.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -789651.937500 Penalty: 4491.960938
	Iteration 16Q: 3 clusters Score -789651.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -789685.187500 Penalty: 4491.960938
	Iteration 17Q: 3 clusters Score -789685.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -789713.125000 Penalty: 4491.960938
	Iteration 18Q: 3 clusters Score -789713.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -789749.875000 Penalty: 4491.960938
	Iteration 19Q: 3 clusters Score -789749.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -789775.250000 Penalty: 4491.960938
	Iteration 20F: 3 clusters Score -789775.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -789801.812500 Penalty: 4491.960938
	Iteration 21Q: 3 clusters Score -789801.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -789820.687500 Penalty: 4491.960938
	Iteration 22Q: 3 clusters Score -789820.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -789840.687500 Penalty: 4491.960938
	Iteration 23Q: 3 clusters Score -789840.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -789865.125000 Penalty: 4491.960938
	Iteration 24Q: 3 clusters Score -789865.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -789883.187500 Penalty: 4491.960938
	Iteration 25Q: 3 clusters Score -789883.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -789897.187500 Penalty: 4491.960938
	Iteration 26Q: 3 clusters Score -789897.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -789908.000000 Penalty: 4491.960938
	Iteration 27Q: 3 clusters Score -789908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -789922.937500 Penalty: 4491.960938
	Iteration 28Q: 3 clusters Score -789922.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -789937.625000 Penalty: 4491.960938
	Iteration 29Q: 3 clusters Score -789937.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -789952.625000 Penalty: 4491.960938
	Iteration 30Q: 3 clusters Score -789952.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -789959.375000 Penalty: 4491.960938
	Iteration 31Q: 3 clusters Score -789959.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -789966.687500 Penalty: 4491.960938
	Iteration 32Q: 3 clusters Score -789966.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -789977.437500 Penalty: 4491.960938
	Iteration 33Q: 3 clusters Score -789977.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -789988.187500 Penalty: 4491.960938
	Iteration 34Q: 3 clusters Score -789988.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -789992.625000 Penalty: 4491.960938
	Iteration 35Q: 3 clusters Score -789992.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -790002.187500 Penalty: 4491.960938
	Iteration 36Q: 3 clusters Score -790002.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -790012.250000 Penalty: 4491.960938
	Iteration 37Q: 3 clusters Score -790012.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -790020.250000 Penalty: 4491.960938
	Iteration 38Q: 3 clusters Score -790020.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -790025.812500 Penalty: 4491.960938
	Iteration 39Q: 3 clusters Score -790025.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -790032.187500 Penalty: 4491.960938
	Iteration 40F: 3 clusters Score -790032.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -790037.250000 Penalty: 4491.960938
	Iteration 41Q: 3 clusters Score -790037.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -790041.750000 Penalty: 4491.960938
	Iteration 42Q: 3 clusters Score -790041.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -790050.500000 Penalty: 4491.960938
	Iteration 43Q: 3 clusters Score -790050.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -790059.187500 Penalty: 4491.960938
	Iteration 44Q: 3 clusters Score -790059.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -790066.937500 Penalty: 4491.960938
	Iteration 45Q: 3 clusters Score -790066.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -790068.812500 Penalty: 4491.960938
	Iteration 46Q: 3 clusters Score -790068.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -790072.562500 Penalty: 4491.960938
	Iteration 47Q: 3 clusters Score -790072.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -790075.812500 Penalty: 4491.960938
	Iteration 48Q: 3 clusters Score -790075.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -790076.937500 Penalty: 4491.960938
	Iteration 49Q: 3 clusters Score -790076.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -790077.625000 Penalty: 4491.960938
	Iteration 50Q: 3 clusters Score -790077.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -790083.312500 Penalty: 4491.960938
	Iteration 51Q: 3 clusters Score -790083.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -790084.187500 Penalty: 4491.960938
	Iteration 52Q: 3 clusters Score -790084.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -790086.750000 Penalty: 4491.960938
	Iteration 53Q: 3 clusters Score -790086.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -790085.687500 Penalty: 4491.960938
	Iteration 54Q: 3 clusters Score -790085.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -790086.125000 Penalty: 4491.960938
	Iteration 55Q: 3 clusters Score -790086.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -790086.750000 Penalty: 4491.960938
	Iteration 56Q: 3 clusters Score -790086.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -790086.187500 Penalty: 4491.960938
	Iteration 57Q: 3 clusters Score -790086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -790086.250000 Penalty: 4491.960938
	Iteration 58Q: 3 clusters Score -790086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -790088.437500 Penalty: 4491.960938
	Iteration 59Q: 3 clusters Score -790088.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -790088.625000 Penalty: 4491.960938
	Iteration 60F: 3 clusters Score -790088.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Entering Unmasked Estep 
Score: -881466.812500 Penalty: 2267.045410
	Iteration 0F: 2 clusters Score -881466.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -874235.187500 Penalty: 4534.090820
	Iteration 0F: 3 clusters Score -874235.2 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -876309.250000 Penalty: 4534.090820
	Iteration 1F: 3 clusters Score -876309.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -876592.000000 Penalty: 4534.090820
	Iteration 2F: 3 clusters Score -876592 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -876792.250000 Penalty: 4534.090820
	Iteration 3Q: 3 clusters Score -876792.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -876956.187500 Penalty: 4534.090820
	Iteration 4Q: 3 clusters Score -876956.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -877129.062500 Penalty: 4534.090820
	Iteration 5Q: 3 clusters Score -877129.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -877290.562500 Penalty: 4534.090820
	Iteration 6Q: 3 clusters Score -877290.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -877464.250000 Penalty: 4534.090820
	Iteration 7Q: 3 clusters Score -877464.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -877657.500000 Penalty: 4534.090820
	Iteration 8Q: 3 clusters Score -877657.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -877848.000000 Penalty: 4534.090820
	Iteration 9Q: 3 clusters Score -877848 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -878078.625000 Penalty: 4534.090820
	Iteration 10Q: 3 clusters Score -878078.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -878294.312500 Penalty: 4534.090820
	Iteration 11Q: 3 clusters Score -878294.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -878515.750000 Penalty: 4534.090820
	Iteration 12Q: 3 clusters Score -878515.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -878737.625000 Penalty: 4534.090820
	Iteration 13Q: 3 clusters Score -878737.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -878945.625000 Penalty: 4534.090820
	Iteration 14Q: 3 clusters Score -878945.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -879124.562500 Penalty: 4534.090820
	Iteration 15Q: 3 clusters Score -879124.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -879246.625000 Penalty: 4534.090820
	Iteration 16Q: 3 clusters Score -879246.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -879338.000000 Penalty: 4534.090820
	Iteration 17Q: 3 clusters Score -879338 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -879421.437500 Penalty: 4534.090820
	Iteration 18Q: 3 clusters Score -879421.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -879482.312500 Penalty: 4534.090820
	Iteration 19Q: 3 clusters Score -879482.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -879511.437500 Penalty: 4534.090820
	Iteration 20F: 3 clusters Score -879511.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -879529.312500 Penalty: 4534.090820
	Iteration 21Q: 3 clusters Score -879529.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -879549.687500 Penalty: 4534.090820
	Iteration 22Q: 3 clusters Score -879549.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -879567.500000 Penalty: 4534.090820
	Iteration 23Q: 3 clusters Score -879567.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -879580.875000 Penalty: 4534.090820
	Iteration 24Q: 3 clusters Score -879580.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -879586.125000 Penalty: 4534.090820
	Iteration 25Q: 3 clusters Score -879586.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -879594.750000 Penalty: 4534.090820
	Iteration 26Q: 3 clusters Score -879594.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -879602.687500 Penalty: 4534.090820
	Iteration 27Q: 3 clusters Score -879602.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -879608.562500 Penalty: 4534.090820
	Iteration 28Q: 3 clusters Score -879608.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -879613.875000 Penalty: 4534.090820
	Iteration 29Q: 3 clusters Score -879613.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -879618.125000 Penalty: 4534.090820
	Iteration 30Q: 3 clusters Score -879618.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -879621.562500 Penalty: 4534.090820
	Iteration 31Q: 3 clusters Score -879621.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -879623.875000 Penalty: 4534.090820
	Iteration 32Q: 3 clusters Score -879623.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -879624.250000 Penalty: 4534.090820
	Iteration 33Q: 3 clusters Score -879624.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -879625.437500 Penalty: 4534.090820
	Iteration 34Q: 3 clusters Score -879625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -879624.500000 Penalty: 4534.090820
	Iteration 35Q: 3 clusters Score -879624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -879624.312500 Penalty: 4534.090820
	Iteration 36Q: 3 clusters Score -879624.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -879627.062500 Penalty: 4534.090820
	Iteration 37Q: 3 clusters Score -879627.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -879627.062500 Penalty: 4534.090820
	Iteration 38F: 3 clusters Score -879627.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -177700.703125 Penalty: 1868.621216
	Iteration 0F: 2 clusters Score -177700.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -175180.421875 Penalty: 3737.242432
	Iteration 0F: 3 clusters Score -175180.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -175631.562500 Penalty: 3737.242432
	Iteration 1F: 3 clusters Score -175631.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -175748.625000 Penalty: 3737.242432
	Iteration 2F: 3 clusters Score -175748.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -175815.328125 Penalty: 3737.242432
	Iteration 3Q: 3 clusters Score -175815.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -175857.515625 Penalty: 3737.242432
	Iteration 4Q: 3 clusters Score -175857.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -175890.359375 Penalty: 3737.242432
	Iteration 5Q: 3 clusters Score -175890.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -175916.406250 Penalty: 3737.242432
	Iteration 6Q: 3 clusters Score -175916.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -175938.921875 Penalty: 3737.242432
	Iteration 7Q: 3 clusters Score -175938.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -175949.734375 Penalty: 3737.242432
	Iteration 8Q: 3 clusters Score -175949.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -175957.218750 Penalty: 3737.242432
	Iteration 9Q: 3 clusters Score -175957.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -175968.984375 Penalty: 3737.242432
	Iteration 10Q: 3 clusters Score -175969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -175978.968750 Penalty: 3737.242432
	Iteration 11Q: 3 clusters Score -175979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -175994.109375 Penalty: 3737.242432
	Iteration 12Q: 3 clusters Score -175994.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -176012.140625 Penalty: 3737.242432
	Iteration 13Q: 3 clusters Score -176012.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -176018.140625 Penalty: 3737.242432
	Iteration 14Q: 3 clusters Score -176018.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -176022.609375 Penalty: 3737.242432
	Iteration 15Q: 3 clusters Score -176022.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -176028.406250 Penalty: 3737.242432
	Iteration 16Q: 3 clusters Score -176028.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -176038.046875 Penalty: 3737.242432
	Iteration 17Q: 3 clusters Score -176038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -176048.093750 Penalty: 3737.242432
	Iteration 18Q: 3 clusters Score -176048.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -176053.718750 Penalty: 3737.242432
	Iteration 19Q: 3 clusters Score -176053.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -176057.562500 Penalty: 3737.242432
	Iteration 20F: 3 clusters Score -176057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -176058.796875 Penalty: 3737.242432
	Iteration 21Q: 3 clusters Score -176058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -176060.140625 Penalty: 3737.242432
	Iteration 22Q: 3 clusters Score -176060.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -176061.828125 Penalty: 3737.242432
	Iteration 23Q: 3 clusters Score -176061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -176062.625000 Penalty: 3737.242432
	Iteration 24Q: 3 clusters Score -176062.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -176063.609375 Penalty: 3737.242432
	Iteration 25Q: 3 clusters Score -176063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -176064.046875 Penalty: 3737.242432
	Iteration 26Q: 3 clusters Score -176064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -176064.046875 Penalty: 3737.242432
	Iteration 27F: 3 clusters Score -176064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Entering Unmasked Estep 
Score: -511712.156250 Penalty: 2133.499512
	Iteration 0F: 2 clusters Score -511712.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -506925.375000 Penalty: 4266.999023
	Iteration 0F: 3 clusters Score -506925.4 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -508114.218750 Penalty: 4266.999023
	Iteration 1F: 3 clusters Score -508114.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -508339.000000 Penalty: 4266.999023
	Iteration 2F: 3 clusters Score -508339 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -508479.750000 Penalty: 4266.999023
	Iteration 3F: 3 clusters Score -508479.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -508583.781250 Penalty: 4266.999023
	Iteration 4Q: 3 clusters Score -508583.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -508662.062500 Penalty: 4266.999023
	Iteration 5Q: 3 clusters Score -508662.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -508743.593750 Penalty: 4266.999023
	Iteration 6Q: 3 clusters Score -508743.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -508823.156250 Penalty: 4266.999023
	Iteration 7Q: 3 clusters Score -508823.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -508890.500000 Penalty: 4266.999023
	Iteration 8Q: 3 clusters Score -508890.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -508954.343750 Penalty: 4266.999023
	Iteration 9Q: 3 clusters Score -508954.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -509026.062500 Penalty: 4266.999023
	Iteration 10Q: 3 clusters Score -509026.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -509092.187500 Penalty: 4266.999023
	Iteration 11Q: 3 clusters Score -509092.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -509155.687500 Penalty: 4266.999023
	Iteration 12Q: 3 clusters Score -509155.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -509193.687500 Penalty: 4266.999023
	Iteration 13Q: 3 clusters Score -509193.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -509224.562500 Penalty: 4266.999023
	Iteration 14Q: 3 clusters Score -509224.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -509251.375000 Penalty: 4266.999023
	Iteration 15Q: 3 clusters Score -509251.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -509282.750000 Penalty: 4266.999023
	Iteration 16Q: 3 clusters Score -509282.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -509324.437500 Penalty: 4266.999023
	Iteration 17Q: 3 clusters Score -509324.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -509368.375000 Penalty: 4266.999023
	Iteration 18Q: 3 clusters Score -509368.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -509410.968750 Penalty: 4266.999023
	Iteration 19Q: 3 clusters Score -509411 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -509456.000000 Penalty: 4266.999023
	Iteration 20F: 3 clusters Score -509456 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -509488.343750 Penalty: 4266.999023
	Iteration 21Q: 3 clusters Score -509488.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -509511.593750 Penalty: 4266.999023
	Iteration 22Q: 3 clusters Score -509511.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -509531.593750 Penalty: 4266.999023
	Iteration 23Q: 3 clusters Score -509531.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -509554.562500 Penalty: 4266.999023
	Iteration 24Q: 3 clusters Score -509554.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -509577.656250 Penalty: 4266.999023
	Iteration 25Q: 3 clusters Score -509577.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -509598.468750 Penalty: 4266.999023
	Iteration 26Q: 3 clusters Score -509598.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -509618.843750 Penalty: 4266.999023
	Iteration 27Q: 3 clusters Score -509618.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -509641.125000 Penalty: 4266.999023
	Iteration 28Q: 3 clusters Score -509641.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -509663.093750 Penalty: 4266.999023
	Iteration 29Q: 3 clusters Score -509663.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -509679.812500 Penalty: 4266.999023
	Iteration 30Q: 3 clusters Score -509679.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -509694.343750 Penalty: 4266.999023
	Iteration 31Q: 3 clusters Score -509694.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -509707.187500 Penalty: 4266.999023
	Iteration 32Q: 3 clusters Score -509707.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -509723.531250 Penalty: 4266.999023
	Iteration 33Q: 3 clusters Score -509723.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -509740.281250 Penalty: 4266.999023
	Iteration 34Q: 3 clusters Score -509740.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -509757.125000 Penalty: 4266.999023
	Iteration 35Q: 3 clusters Score -509757.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -509771.125000 Penalty: 4266.999023
	Iteration 36Q: 3 clusters Score -509771.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -509784.812500 Penalty: 4266.999023
	Iteration 37Q: 3 clusters Score -509784.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -509791.562500 Penalty: 4266.999023
	Iteration 38Q: 3 clusters Score -509791.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -509802.312500 Penalty: 4266.999023
	Iteration 39Q: 3 clusters Score -509802.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -509810.812500 Penalty: 4266.999023
	Iteration 40F: 3 clusters Score -509810.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -509816.218750 Penalty: 4266.999023
	Iteration 41Q: 3 clusters Score -509816.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -509825.875000 Penalty: 4266.999023
	Iteration 42Q: 3 clusters Score -509825.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -509834.718750 Penalty: 4266.999023
	Iteration 43Q: 3 clusters Score -509834.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -509839.843750 Penalty: 4266.999023
	Iteration 44Q: 3 clusters Score -509839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -509842.968750 Penalty: 4266.999023
	Iteration 45Q: 3 clusters Score -509843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -509846.593750 Penalty: 4266.999023
	Iteration 46Q: 3 clusters Score -509846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -509848.750000 Penalty: 4266.999023
	Iteration 47Q: 3 clusters Score -509848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -509849.718750 Penalty: 4266.999023
	Iteration 48Q: 3 clusters Score -509849.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -509851.968750 Penalty: 4266.999023
	Iteration 49Q: 3 clusters Score -509852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -509854.687500 Penalty: 4266.999023
	Iteration 50Q: 3 clusters Score -509854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -509857.781250 Penalty: 4266.999023
	Iteration 51Q: 3 clusters Score -509857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -509860.906250 Penalty: 4266.999023
	Iteration 52Q: 3 clusters Score -509860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -509861.312500 Penalty: 4266.999023
	Iteration 53Q: 3 clusters Score -509861.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -509861.968750 Penalty: 4266.999023
	Iteration 54Q: 3 clusters Score -509862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -509862.218750 Penalty: 4266.999023
	Iteration 55Q: 3 clusters Score -509862.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -509862.218750 Penalty: 4266.999023
	Iteration 56F: 3 clusters Score -509862.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Entering Unmasked Estep 
Score: -485816.125000 Penalty: 2122.989990
	Iteration 0F: 2 clusters Score -485816.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -481279.125000 Penalty: 4245.979980
	Iteration 0F: 3 clusters Score -481279.1 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -482559.000000 Penalty: 4245.979980
	Iteration 1F: 3 clusters Score -482559 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -482852.968750 Penalty: 4245.979980
	Iteration 2F: 3 clusters Score -482853 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -483036.312500 Penalty: 4245.979980
	Iteration 3F: 3 clusters Score -483036.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -483172.625000 Penalty: 4245.979980
	Iteration 4Q: 3 clusters Score -483172.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -483310.843750 Penalty: 4245.979980
	Iteration 5Q: 3 clusters Score -483310.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -483418.187500 Penalty: 4245.979980
	Iteration 6Q: 3 clusters Score -483418.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -483524.812500 Penalty: 4245.979980
	Iteration 7Q: 3 clusters Score -483524.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -483633.500000 Penalty: 4245.979980
	Iteration 8Q: 3 clusters Score -483633.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -483733.937500 Penalty: 4245.979980
	Iteration 9Q: 3 clusters Score -483733.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -483832.531250 Penalty: 4245.979980
	Iteration 10Q: 3 clusters Score -483832.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -483932.875000 Penalty: 4245.979980
	Iteration 11Q: 3 clusters Score -483932.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -484024.562500 Penalty: 4245.979980
	Iteration 12Q: 3 clusters Score -484024.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -484107.906250 Penalty: 4245.979980
	Iteration 13Q: 3 clusters Score -484107.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -484156.656250 Penalty: 4245.979980
	Iteration 14Q: 3 clusters Score -484156.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -484208.218750 Penalty: 4245.979980
	Iteration 15Q: 3 clusters Score -484208.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -484262.187500 Penalty: 4245.979980
	Iteration 16Q: 3 clusters Score -484262.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -484325.937500 Penalty: 4245.979980
	Iteration 17Q: 3 clusters Score -484325.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -484382.312500 Penalty: 4245.979980
	Iteration 18Q: 3 clusters Score -484382.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -484449.968750 Penalty: 4245.979980
	Iteration 19Q: 3 clusters Score -484450 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -484518.687500 Penalty: 4245.979980
	Iteration 20F: 3 clusters Score -484518.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -484575.218750 Penalty: 4245.979980
	Iteration 21Q: 3 clusters Score -484575.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -484615.437500 Penalty: 4245.979980
	Iteration 22Q: 3 clusters Score -484615.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -484659.562500 Penalty: 4245.979980
	Iteration 23Q: 3 clusters Score -484659.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -484700.687500 Penalty: 4245.979980
	Iteration 24Q: 3 clusters Score -484700.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -484735.156250 Penalty: 4245.979980
	Iteration 25Q: 3 clusters Score -484735.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -484751.875000 Penalty: 4245.979980
	Iteration 26Q: 3 clusters Score -484751.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -484760.000000 Penalty: 4245.979980
	Iteration 27Q: 3 clusters Score -484760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -484769.375000 Penalty: 4245.979980
	Iteration 28Q: 3 clusters Score -484769.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -484773.906250 Penalty: 4245.979980
	Iteration 29Q: 3 clusters Score -484773.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -484778.750000 Penalty: 4245.979980
	Iteration 30Q: 3 clusters Score -484778.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -484783.656250 Penalty: 4245.979980
	Iteration 31Q: 3 clusters Score -484783.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -484786.500000 Penalty: 4245.979980
	Iteration 32Q: 3 clusters Score -484786.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -484787.468750 Penalty: 4245.979980
	Iteration 33Q: 3 clusters Score -484787.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -484790.468750 Penalty: 4245.979980
	Iteration 34Q: 3 clusters Score -484790.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -484793.062500 Penalty: 4245.979980
	Iteration 35Q: 3 clusters Score -484793.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -484794.812500 Penalty: 4245.979980
	Iteration 36Q: 3 clusters Score -484794.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -484795.531250 Penalty: 4245.979980
	Iteration 37Q: 3 clusters Score -484795.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -484795.531250 Penalty: 4245.979980
	Iteration 38F: 3 clusters Score -484795.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Entering Unmasked Estep 
Score: -855509.125000 Penalty: 2262.242676
	Iteration 0F: 2 clusters Score -855509.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -848376.312500 Penalty: 4524.485352
	Iteration 0F: 3 clusters Score -848376.3 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -850344.875000 Penalty: 4524.485352
	Iteration 1F: 3 clusters Score -850344.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -850672.937500 Penalty: 4524.485352
	Iteration 2F: 3 clusters Score -850672.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -850932.812500 Penalty: 4524.485352
	Iteration 3F: 3 clusters Score -850932.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -851151.937500 Penalty: 4524.485352
	Iteration 4Q: 3 clusters Score -851151.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -851327.687500 Penalty: 4524.485352
	Iteration 5Q: 3 clusters Score -851327.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -851503.125000 Penalty: 4524.485352
	Iteration 6Q: 3 clusters Score -851503.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -851710.312500 Penalty: 4524.485352
	Iteration 7Q: 3 clusters Score -851710.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -851952.625000 Penalty: 4524.485352
	Iteration 8Q: 3 clusters Score -851952.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -852224.500000 Penalty: 4524.485352
	Iteration 9Q: 3 clusters Score -852224.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -852526.500000 Penalty: 4524.485352
	Iteration 10Q: 3 clusters Score -852526.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -852774.000000 Penalty: 4524.485352
	Iteration 11Q: 3 clusters Score -852774 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -852948.562500 Penalty: 4524.485352
	Iteration 12Q: 3 clusters Score -852948.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -853096.437500 Penalty: 4524.485352
	Iteration 13Q: 3 clusters Score -853096.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -853196.250000 Penalty: 4524.485352
	Iteration 14Q: 3 clusters Score -853196.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -853292.375000 Penalty: 4524.485352
	Iteration 15Q: 3 clusters Score -853292.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -853369.375000 Penalty: 4524.485352
	Iteration 16Q: 3 clusters Score -853369.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -853425.812500 Penalty: 4524.485352
	Iteration 17Q: 3 clusters Score -853425.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -853475.500000 Penalty: 4524.485352
	Iteration 18Q: 3 clusters Score -853475.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -853519.625000 Penalty: 4524.485352
	Iteration 19Q: 3 clusters Score -853519.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -853556.000000 Penalty: 4524.485352
	Iteration 20F: 3 clusters Score -853556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -853588.250000 Penalty: 4524.485352
	Iteration 21Q: 3 clusters Score -853588.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -853604.562500 Penalty: 4524.485352
	Iteration 22Q: 3 clusters Score -853604.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -853624.500000 Penalty: 4524.485352
	Iteration 23Q: 3 clusters Score -853624.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -853639.750000 Penalty: 4524.485352
	Iteration 24Q: 3 clusters Score -853639.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -853651.562500 Penalty: 4524.485352
	Iteration 25Q: 3 clusters Score -853651.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -853671.875000 Penalty: 4524.485352
	Iteration 26Q: 3 clusters Score -853671.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -853684.750000 Penalty: 4524.485352
	Iteration 27Q: 3 clusters Score -853684.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -853696.750000 Penalty: 4524.485352
	Iteration 28Q: 3 clusters Score -853696.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -853701.500000 Penalty: 4524.485352
	Iteration 29Q: 3 clusters Score -853701.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -853708.000000 Penalty: 4524.485352
	Iteration 30Q: 3 clusters Score -853708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -853713.937500 Penalty: 4524.485352
	Iteration 31Q: 3 clusters Score -853713.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -853718.437500 Penalty: 4524.485352
	Iteration 32Q: 3 clusters Score -853718.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -853722.500000 Penalty: 4524.485352
	Iteration 33Q: 3 clusters Score -853722.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -853727.125000 Penalty: 4524.485352
	Iteration 34Q: 3 clusters Score -853727.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -853735.187500 Penalty: 4524.485352
	Iteration 35Q: 3 clusters Score -853735.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -853736.375000 Penalty: 4524.485352
	Iteration 36Q: 3 clusters Score -853736.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -853737.375000 Penalty: 4524.485352
	Iteration 37Q: 3 clusters Score -853737.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -853743.875000 Penalty: 4524.485352
	Iteration 38Q: 3 clusters Score -853743.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -853747.312500 Penalty: 4524.485352
	Iteration 39Q: 3 clusters Score -853747.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -853750.375000 Penalty: 4524.485352
	Iteration 40F: 3 clusters Score -853750.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -853755.375000 Penalty: 4524.485352
	Iteration 41Q: 3 clusters Score -853755.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -853758.437500 Penalty: 4524.485352
	Iteration 42Q: 3 clusters Score -853758.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -853761.875000 Penalty: 4524.485352
	Iteration 43Q: 3 clusters Score -853761.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -853764.812500 Penalty: 4524.485352
	Iteration 44Q: 3 clusters Score -853764.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -853768.312500 Penalty: 4524.485352
	Iteration 45Q: 3 clusters Score -853768.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -853770.187500 Penalty: 4524.485352
	Iteration 46Q: 3 clusters Score -853770.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -853773.437500 Penalty: 4524.485352
	Iteration 47Q: 3 clusters Score -853773.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -853776.250000 Penalty: 4524.485352
	Iteration 48Q: 3 clusters Score -853776.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -853776.687500 Penalty: 4524.485352
	Iteration 49Q: 3 clusters Score -853776.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -853778.562500 Penalty: 4524.485352
	Iteration 50Q: 3 clusters Score -853778.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -853778.312500 Penalty: 4524.485352
	Iteration 51Q: 3 clusters Score -853778.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -853778.187500 Penalty: 4524.485352
	Iteration 52Q: 3 clusters Score -853778.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -853780.750000 Penalty: 4524.485352
	Iteration 53Q: 3 clusters Score -853780.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -853781.500000 Penalty: 4524.485352
	Iteration 54Q: 3 clusters Score -853781.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -853783.187500 Penalty: 4524.485352
	Iteration 55Q: 3 clusters Score -853783.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -853787.125000 Penalty: 4524.485352
	Iteration 56Q: 3 clusters Score -853787.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -853787.375000 Penalty: 4524.485352
	Iteration 57Q: 3 clusters Score -853787.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -853789.437500 Penalty: 4524.485352
	Iteration 58Q: 3 clusters Score -853789.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -853789.062500 Penalty: 4524.485352
	Iteration 59Q: 3 clusters Score -853789.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -853789.937500 Penalty: 4524.485352
	Iteration 60F: 3 clusters Score -853789.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102685 members 
Entering Unmasked Estep 
Score: -10119433.000000 Penalty: 2861.776367
	Iteration 0F: 2 clusters Score -1.011943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -10050701.000000 Penalty: 5723.552734
	Iteration 0F: 3 clusters Score -1.00507e+07 nChanged 48571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -10078924.000000 Penalty: 5723.552734
	Iteration 1F: 3 clusters Score -1.007892e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 58654 members 
Entering Unmasked Estep 
Score: -10080099.000000 Penalty: 5723.552734
	Iteration 2Q: 3 clusters Score -1.00801e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -10082075.000000 Penalty: 5723.552734
	Iteration 3Q: 3 clusters Score -1.008208e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -10085624.000000 Penalty: 5723.552734
	Iteration 4F: 3 clusters Score -1.008562e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 76788 members 
Entering Unmasked Estep 
Score: -10091746.000000 Penalty: 5723.552734
	Iteration 5F: 3 clusters Score -1.009175e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 86253 members 
Entering Unmasked Estep 
Score: -10100640.000000 Penalty: 5723.552734
	Iteration 6F: 3 clusters Score -1.010064e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 94590 members 
Entering Unmasked Estep 
Score: -10108984.000000 Penalty: 5723.552734
	Iteration 7F: 3 clusters Score -1.010898e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 99555 members 
Entering Unmasked Estep 
Score: -10113999.000000 Penalty: 5723.552734
	Iteration 8Q: 3 clusters Score -1.0114e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 101545 members 
Entering Unmasked Estep 
Score: -10115863.000000 Penalty: 5723.552734
	Iteration 9Q: 3 clusters Score -1.011586e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 102146 members 
Entering Unmasked Estep 
Score: -10116438.000000 Penalty: 5723.552734
	Iteration 10Q: 3 clusters Score -1.011644e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 102335 members 
Entering Unmasked Estep 
Score: -10116666.000000 Penalty: 5723.552734
	Iteration 11Q: 3 clusters Score -1.011667e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 102396 members 
Entering Unmasked Estep 
Score: -10116794.000000 Penalty: 5723.552734
	Iteration 12Q: 3 clusters Score -1.011679e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 102415 members 
Entering Unmasked Estep 
Score: -10116825.000000 Penalty: 5723.552734
	Iteration 13Q: 3 clusters Score -1.011682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 102429 members 
Entering Unmasked Estep 
Score: -10116844.000000 Penalty: 5723.552734
	Iteration 14Q: 3 clusters Score -1.011684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 102436 members 
Entering Unmasked Estep 
Score: -10116855.000000 Penalty: 5723.552734
	Iteration 15Q: 3 clusters Score -1.011686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 102441 members 
Entering Unmasked Estep 
Score: -10116882.000000 Penalty: 5723.552734
	Iteration 16Q: 3 clusters Score -1.011688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 102444 members 
Entering Unmasked Estep 
Score: -10116893.000000 Penalty: 5723.552734
	Iteration 17Q: 3 clusters Score -1.011689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 102445 members 
Entering Unmasked Estep 
Score: -10116906.000000 Penalty: 5723.552734
	Iteration 18Q: 3 clusters Score -1.011691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 102448 members 
Entering Unmasked Estep 
Score: -10116917.000000 Penalty: 5723.552734
	Iteration 19Q: 3 clusters Score -1.011692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 102448 members 
Entering Unmasked Estep 
Score: -10116921.000000 Penalty: 5723.552734
	Iteration 20F: 3 clusters Score -1.011692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 102448 members 
Entering Unmasked Estep 
Score: -10116923.000000 Penalty: 5723.552734
	Iteration 21Q: 3 clusters Score -1.011692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 102448 members 
Entering Unmasked Estep 
Score: -10116923.000000 Penalty: 5723.552734
	Iteration 22F: 3 clusters Score -1.011692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Entering Unmasked Estep 
Score: -537384.375000 Penalty: 2151.751221
	Iteration 0F: 2 clusters Score -537384.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -532364.000000 Penalty: 4303.502441
	Iteration 0F: 3 clusters Score -532364 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -533637.375000 Penalty: 4303.502441
	Iteration 1F: 3 clusters Score -533637.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -533934.687500 Penalty: 4303.502441
	Iteration 2F: 3 clusters Score -533934.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -534203.062500 Penalty: 4303.502441
	Iteration 3F: 3 clusters Score -534203.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -534452.562500 Penalty: 4303.502441
	Iteration 4F: 3 clusters Score -534452.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -534707.812500 Penalty: 4303.502441
	Iteration 5F: 3 clusters Score -534707.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -534983.375000 Penalty: 4303.502441
	Iteration 6F: 3 clusters Score -534983.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -535283.687500 Penalty: 4303.502441
	Iteration 7F: 3 clusters Score -535283.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -535564.000000 Penalty: 4303.502441
	Iteration 8Q: 3 clusters Score -535564 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -535833.562500 Penalty: 4303.502441
	Iteration 9Q: 3 clusters Score -535833.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -536039.375000 Penalty: 4303.502441
	Iteration 10Q: 3 clusters Score -536039.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -536189.687500 Penalty: 4303.502441
	Iteration 11Q: 3 clusters Score -536189.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -536274.500000 Penalty: 4303.502441
	Iteration 12Q: 3 clusters Score -536274.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -536321.937500 Penalty: 4303.502441
	Iteration 13Q: 3 clusters Score -536321.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -536359.812500 Penalty: 4303.502441
	Iteration 14Q: 3 clusters Score -536359.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -536389.687500 Penalty: 4303.502441
	Iteration 15Q: 3 clusters Score -536389.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -536408.937500 Penalty: 4303.502441
	Iteration 16Q: 3 clusters Score -536408.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -536413.937500 Penalty: 4303.502441
	Iteration 17Q: 3 clusters Score -536413.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -536417.750000 Penalty: 4303.502441
	Iteration 18Q: 3 clusters Score -536417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -536420.250000 Penalty: 4303.502441
	Iteration 19Q: 3 clusters Score -536420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -536421.812500 Penalty: 4303.502441
	Iteration 20F: 3 clusters Score -536421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -536424.687500 Penalty: 4303.502441
	Iteration 21Q: 3 clusters Score -536424.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -536427.500000 Penalty: 4303.502441
	Iteration 22Q: 3 clusters Score -536427.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -536427.500000 Penalty: 4303.502441
	Iteration 23F: 3 clusters Score -536427.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Entering Unmasked Estep 
Score: -1315916.125000 Penalty: 2363.951172
	Iteration 0F: 2 clusters Score -1315916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1305833.500000 Penalty: 4727.902344
	Iteration 0F: 3 clusters Score -1305834 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1308997.625000 Penalty: 4727.902344
	Iteration 1F: 3 clusters Score -1308998 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1309382.250000 Penalty: 4727.902344
	Iteration 2F: 3 clusters Score -1309382 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1309691.375000 Penalty: 4727.902344
	Iteration 3F: 3 clusters Score -1309691 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1309957.875000 Penalty: 4727.902344
	Iteration 4Q: 3 clusters Score -1309958 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1310236.500000 Penalty: 4727.902344
	Iteration 5Q: 3 clusters Score -1310236 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1310520.000000 Penalty: 4727.902344
	Iteration 6Q: 3 clusters Score -1310520 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1310828.125000 Penalty: 4727.902344
	Iteration 7Q: 3 clusters Score -1310828 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1311169.250000 Penalty: 4727.902344
	Iteration 8Q: 3 clusters Score -1311169 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1311501.125000 Penalty: 4727.902344
	Iteration 9Q: 3 clusters Score -1311501 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1311820.750000 Penalty: 4727.902344
	Iteration 10Q: 3 clusters Score -1311821 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1312121.125000 Penalty: 4727.902344
	Iteration 11Q: 3 clusters Score -1312121 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1312368.500000 Penalty: 4727.902344
	Iteration 12Q: 3 clusters Score -1312368 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1312628.750000 Penalty: 4727.902344
	Iteration 13Q: 3 clusters Score -1312629 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1312847.625000 Penalty: 4727.902344
	Iteration 14Q: 3 clusters Score -1312848 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1313075.125000 Penalty: 4727.902344
	Iteration 15Q: 3 clusters Score -1313075 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1313245.625000 Penalty: 4727.902344
	Iteration 16Q: 3 clusters Score -1313246 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1313391.500000 Penalty: 4727.902344
	Iteration 17Q: 3 clusters Score -1313392 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1313492.375000 Penalty: 4727.902344
	Iteration 18Q: 3 clusters Score -1313492 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1313550.625000 Penalty: 4727.902344
	Iteration 19Q: 3 clusters Score -1313551 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1313595.500000 Penalty: 4727.902344
	Iteration 20F: 3 clusters Score -1313596 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1313621.625000 Penalty: 4727.902344
	Iteration 21Q: 3 clusters Score -1313622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1313654.000000 Penalty: 4727.902344
	Iteration 22Q: 3 clusters Score -1313654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1313680.750000 Penalty: 4727.902344
	Iteration 23Q: 3 clusters Score -1313681 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1313701.000000 Penalty: 4727.902344
	Iteration 24Q: 3 clusters Score -1313701 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1313719.875000 Penalty: 4727.902344
	Iteration 25Q: 3 clusters Score -1313720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1313733.750000 Penalty: 4727.902344
	Iteration 26Q: 3 clusters Score -1313734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1313742.000000 Penalty: 4727.902344
	Iteration 27Q: 3 clusters Score -1313742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1313746.625000 Penalty: 4727.902344
	Iteration 28Q: 3 clusters Score -1313747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1313755.875000 Penalty: 4727.902344
	Iteration 29Q: 3 clusters Score -1313756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1313766.500000 Penalty: 4727.902344
	Iteration 30Q: 3 clusters Score -1313766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1313773.250000 Penalty: 4727.902344
	Iteration 31Q: 3 clusters Score -1313773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1313780.000000 Penalty: 4727.902344
	Iteration 32Q: 3 clusters Score -1313780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1313783.500000 Penalty: 4727.902344
	Iteration 33Q: 3 clusters Score -1313784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1313788.375000 Penalty: 4727.902344
	Iteration 34Q: 3 clusters Score -1313788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1313793.000000 Penalty: 4727.902344
	Iteration 35Q: 3 clusters Score -1313793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1313799.250000 Penalty: 4727.902344
	Iteration 36Q: 3 clusters Score -1313799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1313800.250000 Penalty: 4727.902344
	Iteration 37Q: 3 clusters Score -1313800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1313807.875000 Penalty: 4727.902344
	Iteration 38Q: 3 clusters Score -1313808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1313808.750000 Penalty: 4727.902344
	Iteration 39Q: 3 clusters Score -1313809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1313818.125000 Penalty: 4727.902344
	Iteration 40F: 3 clusters Score -1313818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1313818.125000 Penalty: 4727.902344
	Iteration 41Q: 3 clusters Score -1313818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1313824.750000 Penalty: 4727.902344
	Iteration 42Q: 3 clusters Score -1313825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1313830.500000 Penalty: 4727.902344
	Iteration 43Q: 3 clusters Score -1313830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1313839.625000 Penalty: 4727.902344
	Iteration 44Q: 3 clusters Score -1313840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1313849.875000 Penalty: 4727.902344
	Iteration 45Q: 3 clusters Score -1313850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1313857.875000 Penalty: 4727.902344
	Iteration 46Q: 3 clusters Score -1313858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1313863.375000 Penalty: 4727.902344
	Iteration 47Q: 3 clusters Score -1313863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1313873.750000 Penalty: 4727.902344
	Iteration 48Q: 3 clusters Score -1313874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1313880.625000 Penalty: 4727.902344
	Iteration 49Q: 3 clusters Score -1313881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1313887.000000 Penalty: 4727.902344
	Iteration 50Q: 3 clusters Score -1313887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1313891.500000 Penalty: 4727.902344
	Iteration 51Q: 3 clusters Score -1313892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1313896.250000 Penalty: 4727.902344
	Iteration 52Q: 3 clusters Score -1313896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1313902.000000 Penalty: 4727.902344
	Iteration 53Q: 3 clusters Score -1313902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1313906.625000 Penalty: 4727.902344
	Iteration 54Q: 3 clusters Score -1313907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1313911.500000 Penalty: 4727.902344
	Iteration 55Q: 3 clusters Score -1313912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1313915.500000 Penalty: 4727.902344
	Iteration 56Q: 3 clusters Score -1313916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1313923.875000 Penalty: 4727.902344
	Iteration 57Q: 3 clusters Score -1313924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1313924.500000 Penalty: 4727.902344
	Iteration 58Q: 3 clusters Score -1313924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1313925.750000 Penalty: 4727.902344
	Iteration 59Q: 3 clusters Score -1313926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1313930.750000 Penalty: 4727.902344
	Iteration 60F: 3 clusters Score -1313931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1313936.625000 Penalty: 4727.902344
	Iteration 61Q: 3 clusters Score -1313937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1313941.625000 Penalty: 4727.902344
	Iteration 62Q: 3 clusters Score -1313942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1313942.375000 Penalty: 4727.902344
	Iteration 63Q: 3 clusters Score -1313942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1313945.875000 Penalty: 4727.902344
	Iteration 64Q: 3 clusters Score -1313946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1313948.000000 Penalty: 4727.902344
	Iteration 65Q: 3 clusters Score -1313948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1313950.000000 Penalty: 4727.902344
	Iteration 66Q: 3 clusters Score -1313950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1313952.500000 Penalty: 4727.902344
	Iteration 67Q: 3 clusters Score -1313952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1313953.875000 Penalty: 4727.902344
	Iteration 68Q: 3 clusters Score -1313954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1313956.375000 Penalty: 4727.902344
	Iteration 69Q: 3 clusters Score -1313956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1313955.625000 Penalty: 4727.902344
	Iteration 70Q: 3 clusters Score -1313956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1313961.625000 Penalty: 4727.902344
	Iteration 71Q: 3 clusters Score -1313962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1313960.625000 Penalty: 4727.902344
	Iteration 72Q: 3 clusters Score -1313961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1313960.250000 Penalty: 4727.902344
	Iteration 73Q: 3 clusters Score -1313960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1313961.375000 Penalty: 4727.902344
	Iteration 74Q: 3 clusters Score -1313961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1313962.125000 Penalty: 4727.902344
	Iteration 75Q: 3 clusters Score -1313962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1313962.500000 Penalty: 4727.902344
	Iteration 76Q: 3 clusters Score -1313962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1313960.625000 Penalty: 4727.902344
	Iteration 77Q: 3 clusters Score -1313961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1313963.000000 Penalty: 4727.902344
	Iteration 78Q: 3 clusters Score -1313963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1313961.500000 Penalty: 4727.902344
	Iteration 79Q: 3 clusters Score -1313962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1313963.000000 Penalty: 4727.902344
	Iteration 80F: 3 clusters Score -1313963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1313963.750000 Penalty: 4727.902344
	Iteration 81Q: 3 clusters Score -1313964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1313963.750000 Penalty: 4727.902344
	Iteration 82F: 3 clusters Score -1313964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Entering Unmasked Estep 
Score: -510889.968750 Penalty: 2151.582275
	Iteration 0F: 2 clusters Score -510890 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 2959 members 
Entering Unmasked Estep 
Score: -505822.906250 Penalty: 4303.164551
	Iteration 0F: 3 clusters Score -505822.9 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -507371.875000 Penalty: 4303.164551
	Iteration 1F: 3 clusters Score -507371.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -507776.000000 Penalty: 4303.164551
	Iteration 2F: 3 clusters Score -507776 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -508133.687500 Penalty: 4303.164551
	Iteration 3F: 3 clusters Score -508133.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -508550.406250 Penalty: 4303.164551
	Iteration 4F: 3 clusters Score -508550.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -509019.375000 Penalty: 4303.164551
	Iteration 5F: 3 clusters Score -509019.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -509448.781250 Penalty: 4303.164551
	Iteration 6F: 3 clusters Score -509448.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -509807.000000 Penalty: 4303.164551
	Iteration 7F: 3 clusters Score -509807 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -510052.750000 Penalty: 4303.164551
	Iteration 8Q: 3 clusters Score -510052.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -510177.875000 Penalty: 4303.164551
	Iteration 9Q: 3 clusters Score -510177.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -510252.718750 Penalty: 4303.164551
	Iteration 10Q: 3 clusters Score -510252.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -510298.656250 Penalty: 4303.164551
	Iteration 11Q: 3 clusters Score -510298.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -510321.125000 Penalty: 4303.164551
	Iteration 12Q: 3 clusters Score -510321.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -510332.750000 Penalty: 4303.164551
	Iteration 13Q: 3 clusters Score -510332.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -510339.656250 Penalty: 4303.164551
	Iteration 14Q: 3 clusters Score -510339.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -510342.500000 Penalty: 4303.164551
	Iteration 15Q: 3 clusters Score -510342.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -510344.250000 Penalty: 4303.164551
	Iteration 16Q: 3 clusters Score -510344.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -510344.187500 Penalty: 4303.164551
	Iteration 17Q: 3 clusters Score -510344.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -510346.593750 Penalty: 4303.164551
	Iteration 18Q: 3 clusters Score -510346.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -510346.593750 Penalty: 4303.164551
	Iteration 19F: 3 clusters Score -510346.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Entering Unmasked Estep 
Score: -1775979.125000 Penalty: 2434.589844
	Iteration 0F: 2 clusters Score -1775979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1763052.500000 Penalty: 4869.179688
	Iteration 0F: 3 clusters Score -1763052 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1767317.750000 Penalty: 4869.179688
	Iteration 1F: 3 clusters Score -1767318 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1767624.000000 Penalty: 4869.179688
	Iteration 2F: 3 clusters Score -1767624 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1767866.750000 Penalty: 4869.179688
	Iteration 3Q: 3 clusters Score -1767867 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1768076.250000 Penalty: 4869.179688
	Iteration 4Q: 3 clusters Score -1768076 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1768298.750000 Penalty: 4869.179688
	Iteration 5Q: 3 clusters Score -1768299 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1768540.375000 Penalty: 4869.179688
	Iteration 6Q: 3 clusters Score -1768540 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1768816.125000 Penalty: 4869.179688
	Iteration 7Q: 3 clusters Score -1768816 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1769159.000000 Penalty: 4869.179688
	Iteration 8Q: 3 clusters Score -1769159 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1769649.125000 Penalty: 4869.179688
	Iteration 9Q: 3 clusters Score -1769649 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1770317.875000 Penalty: 4869.179688
	Iteration 10Q: 3 clusters Score -1770318 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1771114.500000 Penalty: 4869.179688
	Iteration 11Q: 3 clusters Score -1771114 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1771812.500000 Penalty: 4869.179688
	Iteration 12Q: 3 clusters Score -1771812 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1772308.625000 Penalty: 4869.179688
	Iteration 13Q: 3 clusters Score -1772309 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1772574.250000 Penalty: 4869.179688
	Iteration 14Q: 3 clusters Score -1772574 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1772743.125000 Penalty: 4869.179688
	Iteration 15Q: 3 clusters Score -1772743 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1772840.625000 Penalty: 4869.179688
	Iteration 16Q: 3 clusters Score -1772841 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1772904.375000 Penalty: 4869.179688
	Iteration 17Q: 3 clusters Score -1772904 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1772955.625000 Penalty: 4869.179688
	Iteration 18Q: 3 clusters Score -1772956 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1772990.500000 Penalty: 4869.179688
	Iteration 19Q: 3 clusters Score -1772990 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1773014.250000 Penalty: 4869.179688
	Iteration 20F: 3 clusters Score -1773014 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1773041.375000 Penalty: 4869.179688
	Iteration 21Q: 3 clusters Score -1773041 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1773072.250000 Penalty: 4869.179688
	Iteration 22Q: 3 clusters Score -1773072 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1773091.375000 Penalty: 4869.179688
	Iteration 23Q: 3 clusters Score -1773091 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1773105.375000 Penalty: 4869.179688
	Iteration 24Q: 3 clusters Score -1773105 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1773117.750000 Penalty: 4869.179688
	Iteration 25Q: 3 clusters Score -1773118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1773129.000000 Penalty: 4869.179688
	Iteration 26Q: 3 clusters Score -1773129 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1773135.625000 Penalty: 4869.179688
	Iteration 27Q: 3 clusters Score -1773136 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1773159.250000 Penalty: 4869.179688
	Iteration 28Q: 3 clusters Score -1773159 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1773164.875000 Penalty: 4869.179688
	Iteration 29Q: 3 clusters Score -1773165 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1773181.875000 Penalty: 4869.179688
	Iteration 30Q: 3 clusters Score -1773182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1773188.000000 Penalty: 4869.179688
	Iteration 31Q: 3 clusters Score -1773188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1773196.750000 Penalty: 4869.179688
	Iteration 32Q: 3 clusters Score -1773197 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1773206.125000 Penalty: 4869.179688
	Iteration 33Q: 3 clusters Score -1773206 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1773218.250000 Penalty: 4869.179688
	Iteration 34Q: 3 clusters Score -1773218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1773220.750000 Penalty: 4869.179688
	Iteration 35Q: 3 clusters Score -1773221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1773231.375000 Penalty: 4869.179688
	Iteration 36Q: 3 clusters Score -1773231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1773233.125000 Penalty: 4869.179688
	Iteration 37Q: 3 clusters Score -1773233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1773242.375000 Penalty: 4869.179688
	Iteration 38Q: 3 clusters Score -1773242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1773250.125000 Penalty: 4869.179688
	Iteration 39Q: 3 clusters Score -1773250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1773258.625000 Penalty: 4869.179688
	Iteration 40F: 3 clusters Score -1773259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1773267.750000 Penalty: 4869.179688
	Iteration 41Q: 3 clusters Score -1773268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1773271.125000 Penalty: 4869.179688
	Iteration 42Q: 3 clusters Score -1773271 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1773277.250000 Penalty: 4869.179688
	Iteration 43Q: 3 clusters Score -1773277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1773280.625000 Penalty: 4869.179688
	Iteration 44Q: 3 clusters Score -1773281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1773291.250000 Penalty: 4869.179688
	Iteration 45Q: 3 clusters Score -1773291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1773299.625000 Penalty: 4869.179688
	Iteration 46Q: 3 clusters Score -1773300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1773298.500000 Penalty: 4869.179688
	Iteration 47Q: 3 clusters Score -1773298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1773299.875000 Penalty: 4869.179688
	Iteration 48Q: 3 clusters Score -1773300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1773303.750000 Penalty: 4869.179688
	Iteration 49Q: 3 clusters Score -1773304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1773312.500000 Penalty: 4869.179688
	Iteration 50Q: 3 clusters Score -1773312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1773314.375000 Penalty: 4869.179688
	Iteration 51Q: 3 clusters Score -1773314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1773316.125000 Penalty: 4869.179688
	Iteration 52Q: 3 clusters Score -1773316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1773312.375000 Penalty: 4869.179688
	Iteration 53Q: 3 clusters Score -1773312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1773317.875000 Penalty: 4869.179688
	Iteration 54Q: 3 clusters Score -1773318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1773319.750000 Penalty: 4869.179688
	Iteration 55Q: 3 clusters Score -1773320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1773323.875000 Penalty: 4869.179688
	Iteration 56Q: 3 clusters Score -1773324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1773325.125000 Penalty: 4869.179688
	Iteration 57Q: 3 clusters Score -1773325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1773328.000000 Penalty: 4869.179688
	Iteration 58Q: 3 clusters Score -1773328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1773332.375000 Penalty: 4869.179688
	Iteration 59Q: 3 clusters Score -1773332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1773335.625000 Penalty: 4869.179688
	Iteration 60F: 3 clusters Score -1773336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1773337.250000 Penalty: 4869.179688
	Iteration 61Q: 3 clusters Score -1773337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1773336.125000 Penalty: 4869.179688
	Iteration 62Q: 3 clusters Score -1773336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1773337.500000 Penalty: 4869.179688
	Iteration 63Q: 3 clusters Score -1773338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1773341.625000 Penalty: 4869.179688
	Iteration 64Q: 3 clusters Score -1773342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1773349.500000 Penalty: 4869.179688
	Iteration 65Q: 3 clusters Score -1773350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1773350.500000 Penalty: 4869.179688
	Iteration 66Q: 3 clusters Score -1773350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1773352.250000 Penalty: 4869.179688
	Iteration 67Q: 3 clusters Score -1773352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1773355.000000 Penalty: 4869.179688
	Iteration 68Q: 3 clusters Score -1773355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1773359.125000 Penalty: 4869.179688
	Iteration 69Q: 3 clusters Score -1773359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1773359.250000 Penalty: 4869.179688
	Iteration 70Q: 3 clusters Score -1773359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1773362.000000 Penalty: 4869.179688
	Iteration 71Q: 3 clusters Score -1773362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1773363.625000 Penalty: 4869.179688
	Iteration 72Q: 3 clusters Score -1773364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1773362.500000 Penalty: 4869.179688
	Iteration 73Q: 3 clusters Score -1773362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1773369.125000 Penalty: 4869.179688
	Iteration 74Q: 3 clusters Score -1773369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1773373.500000 Penalty: 4869.179688
	Iteration 75Q: 3 clusters Score -1773374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1773375.000000 Penalty: 4869.179688
	Iteration 76Q: 3 clusters Score -1773375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1773374.500000 Penalty: 4869.179688
	Iteration 77Q: 3 clusters Score -1773374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1773377.500000 Penalty: 4869.179688
	Iteration 78Q: 3 clusters Score -1773378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1773379.625000 Penalty: 4869.179688
	Iteration 79Q: 3 clusters Score -1773380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1773378.500000 Penalty: 4869.179688
	Iteration 80F: 3 clusters Score -1773378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1773385.625000 Penalty: 4869.179688
	Iteration 81Q: 3 clusters Score -1773386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1773382.750000 Penalty: 4869.179688
	Iteration 82Q: 3 clusters Score -1773383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1773385.625000 Penalty: 4869.179688
	Iteration 83Q: 3 clusters Score -1773386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1773383.875000 Penalty: 4869.179688
	Iteration 84Q: 3 clusters Score -1773384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1773384.000000 Penalty: 4869.179688
	Iteration 85Q: 3 clusters Score -1773384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1773386.750000 Penalty: 4869.179688
	Iteration 86Q: 3 clusters Score -1773387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1773390.250000 Penalty: 4869.179688
	Iteration 87Q: 3 clusters Score -1773390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1773389.750000 Penalty: 4869.179688
	Iteration 88Q: 3 clusters Score -1773390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1773391.125000 Penalty: 4869.179688
	Iteration 89Q: 3 clusters Score -1773391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1773389.875000 Penalty: 4869.179688
	Iteration 90Q: 3 clusters Score -1773390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1773394.875000 Penalty: 4869.179688
	Iteration 91Q: 3 clusters Score -1773395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1773400.750000 Penalty: 4869.179688
	Iteration 92Q: 3 clusters Score -1773401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1773398.500000 Penalty: 4869.179688
	Iteration 93Q: 3 clusters Score -1773398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1773406.000000 Penalty: 4869.179688
	Iteration 94Q: 3 clusters Score -1773406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1773410.750000 Penalty: 4869.179688
	Iteration 95Q: 3 clusters Score -1773411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1773420.375000 Penalty: 4869.179688
	Iteration 96Q: 3 clusters Score -1773420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1773432.375000 Penalty: 4869.179688
	Iteration 97Q: 3 clusters Score -1773432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1773440.125000 Penalty: 4869.179688
	Iteration 98Q: 3 clusters Score -1773440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1773454.500000 Penalty: 4869.179688
	Iteration 99Q: 3 clusters Score -1773454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1773465.125000 Penalty: 4869.179688
	Iteration 100F: 3 clusters Score -1773465 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1773475.500000 Penalty: 4869.179688
	Iteration 101Q: 3 clusters Score -1773476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1773485.250000 Penalty: 4869.179688
	Iteration 102Q: 3 clusters Score -1773485 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1773504.000000 Penalty: 4869.179688
	Iteration 103Q: 3 clusters Score -1773504 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1773514.750000 Penalty: 4869.179688
	Iteration 104Q: 3 clusters Score -1773515 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1773529.750000 Penalty: 4869.179688
	Iteration 105Q: 3 clusters Score -1773530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1773539.250000 Penalty: 4869.179688
	Iteration 106Q: 3 clusters Score -1773539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1773551.625000 Penalty: 4869.179688
	Iteration 107Q: 3 clusters Score -1773552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1773555.750000 Penalty: 4869.179688
	Iteration 108Q: 3 clusters Score -1773556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1773575.125000 Penalty: 4869.179688
	Iteration 109Q: 3 clusters Score -1773575 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1773585.375000 Penalty: 4869.179688
	Iteration 110Q: 3 clusters Score -1773585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1773595.750000 Penalty: 4869.179688
	Iteration 111Q: 3 clusters Score -1773596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1773597.000000 Penalty: 4869.179688
	Iteration 112Q: 3 clusters Score -1773597 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1773606.000000 Penalty: 4869.179688
	Iteration 113Q: 3 clusters Score -1773606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1773611.125000 Penalty: 4869.179688
	Iteration 114Q: 3 clusters Score -1773611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1773624.250000 Penalty: 4869.179688
	Iteration 115Q: 3 clusters Score -1773624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1773631.375000 Penalty: 4869.179688
	Iteration 116Q: 3 clusters Score -1773631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1773638.125000 Penalty: 4869.179688
	Iteration 117Q: 3 clusters Score -1773638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1773642.000000 Penalty: 4869.179688
	Iteration 118Q: 3 clusters Score -1773642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1773651.375000 Penalty: 4869.179688
	Iteration 119Q: 3 clusters Score -1773651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1773658.750000 Penalty: 4869.179688
	Iteration 120F: 3 clusters Score -1773659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1773669.500000 Penalty: 4869.179688
	Iteration 121Q: 3 clusters Score -1773670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1773685.125000 Penalty: 4869.179688
	Iteration 122Q: 3 clusters Score -1773685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1773693.125000 Penalty: 4869.179688
	Iteration 123Q: 3 clusters Score -1773693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1773704.000000 Penalty: 4869.179688
	Iteration 124Q: 3 clusters Score -1773704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1773711.750000 Penalty: 4869.179688
	Iteration 125Q: 3 clusters Score -1773712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1773715.625000 Penalty: 4869.179688
	Iteration 126Q: 3 clusters Score -1773716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1773721.625000 Penalty: 4869.179688
	Iteration 127Q: 3 clusters Score -1773722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1773727.875000 Penalty: 4869.179688
	Iteration 128Q: 3 clusters Score -1773728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1773743.500000 Penalty: 4869.179688
	Iteration 129Q: 3 clusters Score -1773744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1773755.500000 Penalty: 4869.179688
	Iteration 130Q: 3 clusters Score -1773756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1773761.250000 Penalty: 4869.179688
	Iteration 131Q: 3 clusters Score -1773761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1773761.750000 Penalty: 4869.179688
	Iteration 132Q: 3 clusters Score -1773762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1773770.250000 Penalty: 4869.179688
	Iteration 133Q: 3 clusters Score -1773770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1773779.750000 Penalty: 4869.179688
	Iteration 134Q: 3 clusters Score -1773780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1773792.625000 Penalty: 4869.179688
	Iteration 135Q: 3 clusters Score -1773793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1773797.000000 Penalty: 4869.179688
	Iteration 136Q: 3 clusters Score -1773797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1773802.000000 Penalty: 4869.179688
	Iteration 137Q: 3 clusters Score -1773802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1773811.500000 Penalty: 4869.179688
	Iteration 138Q: 3 clusters Score -1773812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1773816.750000 Penalty: 4869.179688
	Iteration 139Q: 3 clusters Score -1773817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1773821.000000 Penalty: 4869.179688
	Iteration 140F: 3 clusters Score -1773821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1773833.000000 Penalty: 4869.179688
	Iteration 141Q: 3 clusters Score -1773833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1773833.875000 Penalty: 4869.179688
	Iteration 142Q: 3 clusters Score -1773834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1773842.250000 Penalty: 4869.179688
	Iteration 143Q: 3 clusters Score -1773842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1773845.875000 Penalty: 4869.179688
	Iteration 144Q: 3 clusters Score -1773846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1773852.500000 Penalty: 4869.179688
	Iteration 145Q: 3 clusters Score -1773852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1773860.000000 Penalty: 4869.179688
	Iteration 146Q: 3 clusters Score -1773860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1773866.500000 Penalty: 4869.179688
	Iteration 147Q: 3 clusters Score -1773866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1773874.250000 Penalty: 4869.179688
	Iteration 148Q: 3 clusters Score -1773874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1773879.375000 Penalty: 4869.179688
	Iteration 149Q: 3 clusters Score -1773879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1773878.375000 Penalty: 4869.179688
	Iteration 150Q: 3 clusters Score -1773878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1773876.500000 Penalty: 4869.179688
	Iteration 151Q: 3 clusters Score -1773876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1773880.875000 Penalty: 4869.179688
	Iteration 152Q: 3 clusters Score -1773881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1773888.750000 Penalty: 4869.179688
	Iteration 153Q: 3 clusters Score -1773889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1773886.000000 Penalty: 4869.179688
	Iteration 154Q: 3 clusters Score -1773886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1773885.375000 Penalty: 4869.179688
	Iteration 155Q: 3 clusters Score -1773885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1773889.000000 Penalty: 4869.179688
	Iteration 156Q: 3 clusters Score -1773889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1773886.750000 Penalty: 4869.179688
	Iteration 157Q: 3 clusters Score -1773887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1773888.750000 Penalty: 4869.179688
	Iteration 158Q: 3 clusters Score -1773889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1773890.250000 Penalty: 4869.179688
	Iteration 159Q: 3 clusters Score -1773890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1773887.125000 Penalty: 4869.179688
	Iteration 160F: 3 clusters Score -1773887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1773888.625000 Penalty: 4869.179688
	Iteration 161Q: 3 clusters Score -1773889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1773889.500000 Penalty: 4869.179688
	Iteration 162Q: 3 clusters Score -1773890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1773888.500000 Penalty: 4869.179688
	Iteration 163Q: 3 clusters Score -1773888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1773888.375000 Penalty: 4869.179688
	Iteration 164Q: 3 clusters Score -1773888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1773888.375000 Penalty: 4869.179688
	Iteration 165F: 3 clusters Score -1773888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Entering Unmasked Estep 
Score: -1088320.000000 Penalty: 2325.569092
	Iteration 0F: 2 clusters Score -1088320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1079547.250000 Penalty: 4651.138184
	Iteration 0F: 3 clusters Score -1079547 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1082355.875000 Penalty: 4651.138184
	Iteration 1F: 3 clusters Score -1082356 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1082758.125000 Penalty: 4651.138184
	Iteration 2F: 3 clusters Score -1082758 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1083109.000000 Penalty: 4651.138184
	Iteration 3F: 3 clusters Score -1083109 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1083470.875000 Penalty: 4651.138184
	Iteration 4F: 3 clusters Score -1083471 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1083819.750000 Penalty: 4651.138184
	Iteration 5F: 3 clusters Score -1083820 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1084169.250000 Penalty: 4651.138184
	Iteration 6Q: 3 clusters Score -1084169 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1084488.875000 Penalty: 4651.138184
	Iteration 7Q: 3 clusters Score -1084489 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1084764.750000 Penalty: 4651.138184
	Iteration 8Q: 3 clusters Score -1084765 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1085002.375000 Penalty: 4651.138184
	Iteration 9Q: 3 clusters Score -1085002 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1085256.000000 Penalty: 4651.138184
	Iteration 10Q: 3 clusters Score -1085256 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1085492.500000 Penalty: 4651.138184
	Iteration 11Q: 3 clusters Score -1085492 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1085706.500000 Penalty: 4651.138184
	Iteration 12Q: 3 clusters Score -1085706 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1085906.125000 Penalty: 4651.138184
	Iteration 13Q: 3 clusters Score -1085906 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1086086.875000 Penalty: 4651.138184
	Iteration 14Q: 3 clusters Score -1086087 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1086252.125000 Penalty: 4651.138184
	Iteration 15Q: 3 clusters Score -1086252 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1086386.500000 Penalty: 4651.138184
	Iteration 16Q: 3 clusters Score -1086386 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1086497.750000 Penalty: 4651.138184
	Iteration 17Q: 3 clusters Score -1086498 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1086566.125000 Penalty: 4651.138184
	Iteration 18Q: 3 clusters Score -1086566 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1086625.500000 Penalty: 4651.138184
	Iteration 19Q: 3 clusters Score -1086626 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1086674.125000 Penalty: 4651.138184
	Iteration 20F: 3 clusters Score -1086674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1086709.625000 Penalty: 4651.138184
	Iteration 21Q: 3 clusters Score -1086710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1086729.625000 Penalty: 4651.138184
	Iteration 22Q: 3 clusters Score -1086730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1086745.375000 Penalty: 4651.138184
	Iteration 23Q: 3 clusters Score -1086745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1086765.125000 Penalty: 4651.138184
	Iteration 24Q: 3 clusters Score -1086765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1086779.000000 Penalty: 4651.138184
	Iteration 25Q: 3 clusters Score -1086779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1086787.875000 Penalty: 4651.138184
	Iteration 26Q: 3 clusters Score -1086788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1086798.750000 Penalty: 4651.138184
	Iteration 27Q: 3 clusters Score -1086799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1086804.875000 Penalty: 4651.138184
	Iteration 28Q: 3 clusters Score -1086805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1086807.500000 Penalty: 4651.138184
	Iteration 29Q: 3 clusters Score -1086808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1086810.875000 Penalty: 4651.138184
	Iteration 30Q: 3 clusters Score -1086811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1086808.625000 Penalty: 4651.138184
	Iteration 31Q: 3 clusters Score -1086809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1086808.000000 Penalty: 4651.138184
	Iteration 32Q: 3 clusters Score -1086808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1086808.500000 Penalty: 4651.138184
	Iteration 33Q: 3 clusters Score -1086808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1086811.000000 Penalty: 4651.138184
	Iteration 34Q: 3 clusters Score -1086811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1086810.875000 Penalty: 4651.138184
	Iteration 35Q: 3 clusters Score -1086811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1086810.875000 Penalty: 4651.138184
	Iteration 36F: 3 clusters Score -1086811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Entering Unmasked Estep 
Score: -867689.312500 Penalty: 2290.529785
	Iteration 0F: 2 clusters Score -867689.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -859817.875000 Penalty: 4581.059570
	Iteration 0F: 3 clusters Score -859817.9 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -862244.687500 Penalty: 4581.059570
	Iteration 1F: 3 clusters Score -862244.7 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -862719.500000 Penalty: 4581.059570
	Iteration 2F: 3 clusters Score -862719.5 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -863153.375000 Penalty: 4581.059570
	Iteration 3F: 3 clusters Score -863153.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -863527.437500 Penalty: 4581.059570
	Iteration 4F: 3 clusters Score -863527.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -863849.437500 Penalty: 4581.059570
	Iteration 5F: 3 clusters Score -863849.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -864125.375000 Penalty: 4581.059570
	Iteration 6Q: 3 clusters Score -864125.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -864374.250000 Penalty: 4581.059570
	Iteration 7Q: 3 clusters Score -864374.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -864621.312500 Penalty: 4581.059570
	Iteration 8Q: 3 clusters Score -864621.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -864873.312500 Penalty: 4581.059570
	Iteration 9Q: 3 clusters Score -864873.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -865089.875000 Penalty: 4581.059570
	Iteration 10Q: 3 clusters Score -865089.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -865294.750000 Penalty: 4581.059570
	Iteration 11Q: 3 clusters Score -865294.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -865453.062500 Penalty: 4581.059570
	Iteration 12Q: 3 clusters Score -865453.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -865604.062500 Penalty: 4581.059570
	Iteration 13Q: 3 clusters Score -865604.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -865722.562500 Penalty: 4581.059570
	Iteration 14Q: 3 clusters Score -865722.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -865822.500000 Penalty: 4581.059570
	Iteration 15Q: 3 clusters Score -865822.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -865914.687500 Penalty: 4581.059570
	Iteration 16Q: 3 clusters Score -865914.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -866012.312500 Penalty: 4581.059570
	Iteration 17Q: 3 clusters Score -866012.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -866118.062500 Penalty: 4581.059570
	Iteration 18Q: 3 clusters Score -866118.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -866229.500000 Penalty: 4581.059570
	Iteration 19Q: 3 clusters Score -866229.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -866318.250000 Penalty: 4581.059570
	Iteration 20F: 3 clusters Score -866318.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -866380.875000 Penalty: 4581.059570
	Iteration 21Q: 3 clusters Score -866380.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -866436.687500 Penalty: 4581.059570
	Iteration 22Q: 3 clusters Score -866436.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -866483.500000 Penalty: 4581.059570
	Iteration 23Q: 3 clusters Score -866483.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -866514.437500 Penalty: 4581.059570
	Iteration 24Q: 3 clusters Score -866514.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -866536.187500 Penalty: 4581.059570
	Iteration 25Q: 3 clusters Score -866536.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -866554.937500 Penalty: 4581.059570
	Iteration 26Q: 3 clusters Score -866554.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -866571.000000 Penalty: 4581.059570
	Iteration 27Q: 3 clusters Score -866571 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -866580.062500 Penalty: 4581.059570
	Iteration 28Q: 3 clusters Score -866580.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -866591.687500 Penalty: 4581.059570
	Iteration 29Q: 3 clusters Score -866591.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -866603.375000 Penalty: 4581.059570
	Iteration 30Q: 3 clusters Score -866603.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -866617.125000 Penalty: 4581.059570
	Iteration 31Q: 3 clusters Score -866617.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -866623.312500 Penalty: 4581.059570
	Iteration 32Q: 3 clusters Score -866623.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -866631.500000 Penalty: 4581.059570
	Iteration 33Q: 3 clusters Score -866631.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -866635.250000 Penalty: 4581.059570
	Iteration 34Q: 3 clusters Score -866635.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -866641.125000 Penalty: 4581.059570
	Iteration 35Q: 3 clusters Score -866641.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -866643.250000 Penalty: 4581.059570
	Iteration 36Q: 3 clusters Score -866643.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -866649.250000 Penalty: 4581.059570
	Iteration 37Q: 3 clusters Score -866649.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -866649.750000 Penalty: 4581.059570
	Iteration 38Q: 3 clusters Score -866649.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -866653.375000 Penalty: 4581.059570
	Iteration 39Q: 3 clusters Score -866653.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -866656.937500 Penalty: 4581.059570
	Iteration 40F: 3 clusters Score -866656.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -866662.875000 Penalty: 4581.059570
	Iteration 41Q: 3 clusters Score -866662.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -866665.750000 Penalty: 4581.059570
	Iteration 42Q: 3 clusters Score -866665.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -866670.125000 Penalty: 4581.059570
	Iteration 43Q: 3 clusters Score -866670.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -866675.812500 Penalty: 4581.059570
	Iteration 44Q: 3 clusters Score -866675.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -866673.687500 Penalty: 4581.059570
	Iteration 45Q: 3 clusters Score -866673.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -866675.687500 Penalty: 4581.059570
	Iteration 46Q: 3 clusters Score -866675.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -866680.437500 Penalty: 4581.059570
	Iteration 47Q: 3 clusters Score -866680.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -866681.437500 Penalty: 4581.059570
	Iteration 48Q: 3 clusters Score -866681.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -866688.062500 Penalty: 4581.059570
	Iteration 49Q: 3 clusters Score -866688.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -866689.875000 Penalty: 4581.059570
	Iteration 50Q: 3 clusters Score -866689.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -866689.500000 Penalty: 4581.059570
	Iteration 51Q: 3 clusters Score -866689.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -866690.125000 Penalty: 4581.059570
	Iteration 52Q: 3 clusters Score -866690.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -866690.312500 Penalty: 4581.059570
	Iteration 53Q: 3 clusters Score -866690.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -866693.000000 Penalty: 4581.059570
	Iteration 54Q: 3 clusters Score -866693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -866695.625000 Penalty: 4581.059570
	Iteration 55Q: 3 clusters Score -866695.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -866694.062500 Penalty: 4581.059570
	Iteration 56Q: 3 clusters Score -866694.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -866695.625000 Penalty: 4581.059570
	Iteration 57Q: 3 clusters Score -866695.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -866696.000000 Penalty: 4581.059570
	Iteration 58Q: 3 clusters Score -866696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -866697.437500 Penalty: 4581.059570
	Iteration 59Q: 3 clusters Score -866697.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -866694.187500 Penalty: 4581.059570
	Iteration 60F: 3 clusters Score -866694.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -866694.625000 Penalty: 4581.059570
	Iteration 61Q: 3 clusters Score -866694.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -866695.312500 Penalty: 4581.059570
	Iteration 62Q: 3 clusters Score -866695.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -866696.000000 Penalty: 4581.059570
	Iteration 63Q: 3 clusters Score -866696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -866696.000000 Penalty: 4581.059570
	Iteration 64F: 3 clusters Score -866696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Entering Unmasked Estep 
Score: -855520.500000 Penalty: 2260.775391
	Iteration 0F: 2 clusters Score -855520.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -848346.687500 Penalty: 4521.550781
	Iteration 0F: 3 clusters Score -848346.7 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -850422.937500 Penalty: 4521.550781
	Iteration 1F: 3 clusters Score -850422.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -850688.500000 Penalty: 4521.550781
	Iteration 2F: 3 clusters Score -850688.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -850906.562500 Penalty: 4521.550781
	Iteration 3F: 3 clusters Score -850906.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -851126.375000 Penalty: 4521.550781
	Iteration 4Q: 3 clusters Score -851126.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -851426.250000 Penalty: 4521.550781
	Iteration 5Q: 3 clusters Score -851426.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -851833.000000 Penalty: 4521.550781
	Iteration 6Q: 3 clusters Score -851833 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -852366.687500 Penalty: 4521.550781
	Iteration 7F: 3 clusters Score -852366.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -852903.250000 Penalty: 4521.550781
	Iteration 8F: 3 clusters Score -852903.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -853340.562500 Penalty: 4521.550781
	Iteration 9F: 3 clusters Score -853340.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -853688.937500 Penalty: 4521.550781
	Iteration 10F: 3 clusters Score -853688.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -853943.187500 Penalty: 4521.550781
	Iteration 11Q: 3 clusters Score -853943.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -854111.812500 Penalty: 4521.550781
	Iteration 12Q: 3 clusters Score -854111.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -854230.812500 Penalty: 4521.550781
	Iteration 13Q: 3 clusters Score -854230.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -854328.687500 Penalty: 4521.550781
	Iteration 14Q: 3 clusters Score -854328.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -854423.312500 Penalty: 4521.550781
	Iteration 15Q: 3 clusters Score -854423.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -854490.062500 Penalty: 4521.550781
	Iteration 16Q: 3 clusters Score -854490.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -854533.625000 Penalty: 4521.550781
	Iteration 17Q: 3 clusters Score -854533.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -854566.375000 Penalty: 4521.550781
	Iteration 18Q: 3 clusters Score -854566.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -854588.562500 Penalty: 4521.550781
	Iteration 19Q: 3 clusters Score -854588.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -854601.062500 Penalty: 4521.550781
	Iteration 20F: 3 clusters Score -854601.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -854608.250000 Penalty: 4521.550781
	Iteration 21Q: 3 clusters Score -854608.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -854611.437500 Penalty: 4521.550781
	Iteration 22Q: 3 clusters Score -854611.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -854618.875000 Penalty: 4521.550781
	Iteration 23Q: 3 clusters Score -854618.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -854620.437500 Penalty: 4521.550781
	Iteration 24Q: 3 clusters Score -854620.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -854623.375000 Penalty: 4521.550781
	Iteration 25Q: 3 clusters Score -854623.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -854624.625000 Penalty: 4521.550781
	Iteration 26Q: 3 clusters Score -854624.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -854625.687500 Penalty: 4521.550781
	Iteration 27Q: 3 clusters Score -854625.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -854627.562500 Penalty: 4521.550781
	Iteration 28Q: 3 clusters Score -854627.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -854629.937500 Penalty: 4521.550781
	Iteration 29Q: 3 clusters Score -854629.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -854630.000000 Penalty: 4521.550781
	Iteration 30Q: 3 clusters Score -854630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -854630.000000 Penalty: 4521.550781
	Iteration 31F: 3 clusters Score -854630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Entering Unmasked Estep 
Score: -2469049.750000 Penalty: 2518.185547
	Iteration 0F: 2 clusters Score -2469050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2451258.250000 Penalty: 5036.371094
	Iteration 0F: 3 clusters Score -2451258 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2457876.750000 Penalty: 5036.371094
	Iteration 1F: 3 clusters Score -2457877 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2458751.750000 Penalty: 5036.371094
	Iteration 2F: 3 clusters Score -2458752 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2459775.750000 Penalty: 5036.371094
	Iteration 3F: 3 clusters Score -2459776 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2460800.000000 Penalty: 5036.371094
	Iteration 4F: 3 clusters Score -2460800 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2461959.750000 Penalty: 5036.371094
	Iteration 5F: 3 clusters Score -2461960 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2463260.750000 Penalty: 5036.371094
	Iteration 6F: 3 clusters Score -2463261 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2464427.750000 Penalty: 5036.371094
	Iteration 7F: 3 clusters Score -2464428 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2465132.250000 Penalty: 5036.371094
	Iteration 8Q: 3 clusters Score -2465132 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2465507.750000 Penalty: 5036.371094
	Iteration 9Q: 3 clusters Score -2465508 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2465751.500000 Penalty: 5036.371094
	Iteration 10Q: 3 clusters Score -2465752 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2465878.000000 Penalty: 5036.371094
	Iteration 11Q: 3 clusters Score -2465878 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2465972.750000 Penalty: 5036.371094
	Iteration 12Q: 3 clusters Score -2465973 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2466058.000000 Penalty: 5036.371094
	Iteration 13Q: 3 clusters Score -2466058 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2466134.250000 Penalty: 5036.371094
	Iteration 14Q: 3 clusters Score -2466134 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2466189.250000 Penalty: 5036.371094
	Iteration 15Q: 3 clusters Score -2466189 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2466243.250000 Penalty: 5036.371094
	Iteration 16Q: 3 clusters Score -2466243 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2466276.250000 Penalty: 5036.371094
	Iteration 17Q: 3 clusters Score -2466276 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2466308.500000 Penalty: 5036.371094
	Iteration 18Q: 3 clusters Score -2466308 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2466368.750000 Penalty: 5036.371094
	Iteration 19Q: 3 clusters Score -2466369 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2466396.000000 Penalty: 5036.371094
	Iteration 20F: 3 clusters Score -2466396 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2466423.000000 Penalty: 5036.371094
	Iteration 21Q: 3 clusters Score -2466423 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2466446.250000 Penalty: 5036.371094
	Iteration 22Q: 3 clusters Score -2466446 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2466479.500000 Penalty: 5036.371094
	Iteration 23Q: 3 clusters Score -2466480 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2466500.750000 Penalty: 5036.371094
	Iteration 24Q: 3 clusters Score -2466501 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2466526.000000 Penalty: 5036.371094
	Iteration 25Q: 3 clusters Score -2466526 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2466562.500000 Penalty: 5036.371094
	Iteration 26Q: 3 clusters Score -2466562 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2466599.000000 Penalty: 5036.371094
	Iteration 27Q: 3 clusters Score -2466599 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2466627.500000 Penalty: 5036.371094
	Iteration 28Q: 3 clusters Score -2466628 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2466648.000000 Penalty: 5036.371094
	Iteration 29Q: 3 clusters Score -2466648 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2466668.500000 Penalty: 5036.371094
	Iteration 30Q: 3 clusters Score -2466668 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2466686.250000 Penalty: 5036.371094
	Iteration 31Q: 3 clusters Score -2466686 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2466708.250000 Penalty: 5036.371094
	Iteration 32Q: 3 clusters Score -2466708 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2466731.750000 Penalty: 5036.371094
	Iteration 33Q: 3 clusters Score -2466732 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2466749.750000 Penalty: 5036.371094
	Iteration 34Q: 3 clusters Score -2466750 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2466765.750000 Penalty: 5036.371094
	Iteration 35Q: 3 clusters Score -2466766 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2466787.500000 Penalty: 5036.371094
	Iteration 36Q: 3 clusters Score -2466788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2466799.750000 Penalty: 5036.371094
	Iteration 37Q: 3 clusters Score -2466800 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -2466823.000000 Penalty: 5036.371094
	Iteration 38Q: 3 clusters Score -2466823 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2466832.750000 Penalty: 5036.371094
	Iteration 39Q: 3 clusters Score -2466833 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2466832.250000 Penalty: 5036.371094
	Iteration 40F: 3 clusters Score -2466832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2466846.000000 Penalty: 5036.371094
	Iteration 41Q: 3 clusters Score -2466846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2466847.750000 Penalty: 5036.371094
	Iteration 42Q: 3 clusters Score -2466848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2466863.500000 Penalty: 5036.371094
	Iteration 43Q: 3 clusters Score -2466864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2466868.750000 Penalty: 5036.371094
	Iteration 44Q: 3 clusters Score -2466869 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2466875.000000 Penalty: 5036.371094
	Iteration 45Q: 3 clusters Score -2466875 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2466882.750000 Penalty: 5036.371094
	Iteration 46Q: 3 clusters Score -2466883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2466891.250000 Penalty: 5036.371094
	Iteration 47Q: 3 clusters Score -2466891 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2466888.250000 Penalty: 5036.371094
	Iteration 48Q: 3 clusters Score -2466888 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2466905.750000 Penalty: 5036.371094
	Iteration 49Q: 3 clusters Score -2466906 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2466910.000000 Penalty: 5036.371094
	Iteration 50Q: 3 clusters Score -2466910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2466913.250000 Penalty: 5036.371094
	Iteration 51Q: 3 clusters Score -2466913 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2466924.750000 Penalty: 5036.371094
	Iteration 52Q: 3 clusters Score -2466925 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2466932.000000 Penalty: 5036.371094
	Iteration 53Q: 3 clusters Score -2466932 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2466947.000000 Penalty: 5036.371094
	Iteration 54Q: 3 clusters Score -2466947 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2466944.500000 Penalty: 5036.371094
	Iteration 55Q: 3 clusters Score -2466944 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2466970.000000 Penalty: 5036.371094
	Iteration 56Q: 3 clusters Score -2466970 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2466970.000000 Penalty: 5036.371094
	Iteration 57Q: 3 clusters Score -2466970 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2466979.500000 Penalty: 5036.371094
	Iteration 58Q: 3 clusters Score -2466980 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2467010.500000 Penalty: 5036.371094
	Iteration 59Q: 3 clusters Score -2467010 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2467037.000000 Penalty: 5036.371094
	Iteration 60F: 3 clusters Score -2467037 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2467055.500000 Penalty: 5036.371094
	Iteration 61Q: 3 clusters Score -2467056 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2467078.500000 Penalty: 5036.371094
	Iteration 62Q: 3 clusters Score -2467078 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -2467094.500000 Penalty: 5036.371094
	Iteration 63Q: 3 clusters Score -2467094 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -2467112.750000 Penalty: 5036.371094
	Iteration 64Q: 3 clusters Score -2467113 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -2467131.750000 Penalty: 5036.371094
	Iteration 65Q: 3 clusters Score -2467132 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -2467145.000000 Penalty: 5036.371094
	Iteration 66Q: 3 clusters Score -2467145 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -2467164.000000 Penalty: 5036.371094
	Iteration 67Q: 3 clusters Score -2467164 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2467165.250000 Penalty: 5036.371094
	Iteration 68Q: 3 clusters Score -2467165 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -2467189.250000 Penalty: 5036.371094
	Iteration 69Q: 3 clusters Score -2467189 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -2467211.750000 Penalty: 5036.371094
	Iteration 70Q: 3 clusters Score -2467212 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -2467230.750000 Penalty: 5036.371094
	Iteration 71Q: 3 clusters Score -2467231 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -2467250.750000 Penalty: 5036.371094
	Iteration 72Q: 3 clusters Score -2467251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2467272.000000 Penalty: 5036.371094
	Iteration 73Q: 3 clusters Score -2467272 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2467275.750000 Penalty: 5036.371094
	Iteration 74Q: 3 clusters Score -2467276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -2467285.250000 Penalty: 5036.371094
	Iteration 75Q: 3 clusters Score -2467285 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -2467301.500000 Penalty: 5036.371094
	Iteration 76Q: 3 clusters Score -2467302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -2467310.250000 Penalty: 5036.371094
	Iteration 77Q: 3 clusters Score -2467310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -2467315.500000 Penalty: 5036.371094
	Iteration 78Q: 3 clusters Score -2467316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -2467322.500000 Penalty: 5036.371094
	Iteration 79Q: 3 clusters Score -2467322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -2467346.000000 Penalty: 5036.371094
	Iteration 80F: 3 clusters Score -2467346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -2467374.500000 Penalty: 5036.371094
	Iteration 81Q: 3 clusters Score -2467374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2467386.000000 Penalty: 5036.371094
	Iteration 82Q: 3 clusters Score -2467386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -2467403.250000 Penalty: 5036.371094
	Iteration 83Q: 3 clusters Score -2467403 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -2467415.250000 Penalty: 5036.371094
	Iteration 84Q: 3 clusters Score -2467415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -2467419.750000 Penalty: 5036.371094
	Iteration 85Q: 3 clusters Score -2467420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -2467437.000000 Penalty: 5036.371094
	Iteration 86Q: 3 clusters Score -2467437 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -2467448.500000 Penalty: 5036.371094
	Iteration 87Q: 3 clusters Score -2467448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -2467458.750000 Penalty: 5036.371094
	Iteration 88Q: 3 clusters Score -2467459 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -2467472.250000 Penalty: 5036.371094
	Iteration 89Q: 3 clusters Score -2467472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -2467470.250000 Penalty: 5036.371094
	Iteration 90Q: 3 clusters Score -2467470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -2467480.250000 Penalty: 5036.371094
	Iteration 91Q: 3 clusters Score -2467480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -2467495.750000 Penalty: 5036.371094
	Iteration 92Q: 3 clusters Score -2467496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -2467512.750000 Penalty: 5036.371094
	Iteration 93Q: 3 clusters Score -2467513 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -2467531.000000 Penalty: 5036.371094
	Iteration 94Q: 3 clusters Score -2467531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2467543.000000 Penalty: 5036.371094
	Iteration 95Q: 3 clusters Score -2467543 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -2467562.250000 Penalty: 5036.371094
	Iteration 96Q: 3 clusters Score -2467562 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -2467627.000000 Penalty: 5036.371094
	Iteration 97Q: 3 clusters Score -2467627 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -2467746.500000 Penalty: 5036.371094
	Iteration 98Q: 3 clusters Score -2467746 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -2467927.500000 Penalty: 5036.371094
	Iteration 99Q: 3 clusters Score -2467928 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -2468147.250000 Penalty: 5036.371094
	Iteration 100F: 3 clusters Score -2468147 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -2468284.250000 Penalty: 5036.371094
	Iteration 101Q: 3 clusters Score -2468284 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -2468332.750000 Penalty: 5036.371094
	Iteration 102Q: 3 clusters Score -2468333 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -2468363.250000 Penalty: 5036.371094
	Iteration 103Q: 3 clusters Score -2468363 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -2468368.000000 Penalty: 5036.371094
	Iteration 104Q: 3 clusters Score -2468368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2468376.000000 Penalty: 5036.371094
	Iteration 105Q: 3 clusters Score -2468376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -2468378.750000 Penalty: 5036.371094
	Iteration 106Q: 3 clusters Score -2468379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2468385.250000 Penalty: 5036.371094
	Iteration 107Q: 3 clusters Score -2468385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2468393.750000 Penalty: 5036.371094
	Iteration 108Q: 3 clusters Score -2468394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -2468400.250000 Penalty: 5036.371094
	Iteration 109Q: 3 clusters Score -2468400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -2468404.500000 Penalty: 5036.371094
	Iteration 110Q: 3 clusters Score -2468404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -2468407.250000 Penalty: 5036.371094
	Iteration 111Q: 3 clusters Score -2468407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2468405.250000 Penalty: 5036.371094
	Iteration 112Q: 3 clusters Score -2468405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2468408.250000 Penalty: 5036.371094
	Iteration 113Q: 3 clusters Score -2468408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -2468409.000000 Penalty: 5036.371094
	Iteration 114Q: 3 clusters Score -2468409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -2468409.000000 Penalty: 5036.371094
	Iteration 115F: 3 clusters Score -2468409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Entering Unmasked Estep 
Score: -807606.187500 Penalty: 2251.076904
	Iteration 0F: 2 clusters Score -807606.2 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 4375 members 
Entering Unmasked Estep 
Score: -800688.312500 Penalty: 4502.153809
	Iteration 0F: 3 clusters Score -800688.3 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -802589.375000 Penalty: 4502.153809
	Iteration 1F: 3 clusters Score -802589.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -802865.750000 Penalty: 4502.153809
	Iteration 2F: 3 clusters Score -802865.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -803089.375000 Penalty: 4502.153809
	Iteration 3Q: 3 clusters Score -803089.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -803290.437500 Penalty: 4502.153809
	Iteration 4Q: 3 clusters Score -803290.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -803510.562500 Penalty: 4502.153809
	Iteration 5Q: 3 clusters Score -803510.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -803756.625000 Penalty: 4502.153809
	Iteration 6Q: 3 clusters Score -803756.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -804016.937500 Penalty: 4502.153809
	Iteration 7Q: 3 clusters Score -804016.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -804275.500000 Penalty: 4502.153809
	Iteration 8Q: 3 clusters Score -804275.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -804510.312500 Penalty: 4502.153809
	Iteration 9Q: 3 clusters Score -804510.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -804675.875000 Penalty: 4502.153809
	Iteration 10Q: 3 clusters Score -804675.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -804802.562500 Penalty: 4502.153809
	Iteration 11Q: 3 clusters Score -804802.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -804900.375000 Penalty: 4502.153809
	Iteration 12Q: 3 clusters Score -804900.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -804975.437500 Penalty: 4502.153809
	Iteration 13Q: 3 clusters Score -804975.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -805035.000000 Penalty: 4502.153809
	Iteration 14Q: 3 clusters Score -805035 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -805082.375000 Penalty: 4502.153809
	Iteration 15Q: 3 clusters Score -805082.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -805125.875000 Penalty: 4502.153809
	Iteration 16Q: 3 clusters Score -805125.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -805156.125000 Penalty: 4502.153809
	Iteration 17Q: 3 clusters Score -805156.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -805187.437500 Penalty: 4502.153809
	Iteration 18Q: 3 clusters Score -805187.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -805227.875000 Penalty: 4502.153809
	Iteration 19Q: 3 clusters Score -805227.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -805280.750000 Penalty: 4502.153809
	Iteration 20F: 3 clusters Score -805280.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -805340.687500 Penalty: 4502.153809
	Iteration 21Q: 3 clusters Score -805340.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -805400.000000 Penalty: 4502.153809
	Iteration 22Q: 3 clusters Score -805400 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -805474.687500 Penalty: 4502.153809
	Iteration 23Q: 3 clusters Score -805474.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -805579.062500 Penalty: 4502.153809
	Iteration 24Q: 3 clusters Score -805579.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -805695.812500 Penalty: 4502.153809
	Iteration 25Q: 3 clusters Score -805695.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -805802.187500 Penalty: 4502.153809
	Iteration 26Q: 3 clusters Score -805802.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -805899.687500 Penalty: 4502.153809
	Iteration 27Q: 3 clusters Score -805899.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -805972.375000 Penalty: 4502.153809
	Iteration 28Q: 3 clusters Score -805972.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -806035.875000 Penalty: 4502.153809
	Iteration 29Q: 3 clusters Score -806035.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -806078.500000 Penalty: 4502.153809
	Iteration 30Q: 3 clusters Score -806078.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -806117.937500 Penalty: 4502.153809
	Iteration 31Q: 3 clusters Score -806117.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -806150.625000 Penalty: 4502.153809
	Iteration 32Q: 3 clusters Score -806150.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -806176.687500 Penalty: 4502.153809
	Iteration 33Q: 3 clusters Score -806176.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -806190.000000 Penalty: 4502.153809
	Iteration 34Q: 3 clusters Score -806190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -806200.875000 Penalty: 4502.153809
	Iteration 35Q: 3 clusters Score -806200.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -806208.125000 Penalty: 4502.153809
	Iteration 36Q: 3 clusters Score -806208.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -806214.625000 Penalty: 4502.153809
	Iteration 37Q: 3 clusters Score -806214.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -806218.750000 Penalty: 4502.153809
	Iteration 38Q: 3 clusters Score -806218.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -806221.375000 Penalty: 4502.153809
	Iteration 39Q: 3 clusters Score -806221.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -806223.312500 Penalty: 4502.153809
	Iteration 40F: 3 clusters Score -806223.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -806229.812500 Penalty: 4502.153809
	Iteration 41Q: 3 clusters Score -806229.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -806234.375000 Penalty: 4502.153809
	Iteration 42Q: 3 clusters Score -806234.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -806234.687500 Penalty: 4502.153809
	Iteration 43Q: 3 clusters Score -806234.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -806237.000000 Penalty: 4502.153809
	Iteration 44Q: 3 clusters Score -806237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -806235.812500 Penalty: 4502.153809
	Iteration 45Q: 3 clusters Score -806235.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -806235.812500 Penalty: 4502.153809
	Iteration 46F: 3 clusters Score -806235.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Entering Unmasked Estep 
Score: -571454.625000 Penalty: 2164.609375
	Iteration 0F: 2 clusters Score -571454.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -566161.687500 Penalty: 4329.218750
	Iteration 0F: 3 clusters Score -566161.7 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -567567.500000 Penalty: 4329.218750
	Iteration 1F: 3 clusters Score -567567.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -567804.562500 Penalty: 4329.218750
	Iteration 2F: 3 clusters Score -567804.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -567952.625000 Penalty: 4329.218750
	Iteration 3Q: 3 clusters Score -567952.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -568052.312500 Penalty: 4329.218750
	Iteration 4Q: 3 clusters Score -568052.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -568124.000000 Penalty: 4329.218750
	Iteration 5Q: 3 clusters Score -568124 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -568193.750000 Penalty: 4329.218750
	Iteration 6Q: 3 clusters Score -568193.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -568252.062500 Penalty: 4329.218750
	Iteration 7Q: 3 clusters Score -568252.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -568307.500000 Penalty: 4329.218750
	Iteration 8Q: 3 clusters Score -568307.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -568362.625000 Penalty: 4329.218750
	Iteration 9Q: 3 clusters Score -568362.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -568427.125000 Penalty: 4329.218750
	Iteration 10Q: 3 clusters Score -568427.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -568494.000000 Penalty: 4329.218750
	Iteration 11Q: 3 clusters Score -568494 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -568551.375000 Penalty: 4329.218750
	Iteration 12Q: 3 clusters Score -568551.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -568599.750000 Penalty: 4329.218750
	Iteration 13Q: 3 clusters Score -568599.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -568648.687500 Penalty: 4329.218750
	Iteration 14Q: 3 clusters Score -568648.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -568700.562500 Penalty: 4329.218750
	Iteration 15Q: 3 clusters Score -568700.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -568745.000000 Penalty: 4329.218750
	Iteration 16Q: 3 clusters Score -568745 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -568784.562500 Penalty: 4329.218750
	Iteration 17Q: 3 clusters Score -568784.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -568811.812500 Penalty: 4329.218750
	Iteration 18Q: 3 clusters Score -568811.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -568845.312500 Penalty: 4329.218750
	Iteration 19Q: 3 clusters Score -568845.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -568885.437500 Penalty: 4329.218750
	Iteration 20F: 3 clusters Score -568885.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -568924.062500 Penalty: 4329.218750
	Iteration 21Q: 3 clusters Score -568924.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -568959.500000 Penalty: 4329.218750
	Iteration 22Q: 3 clusters Score -568959.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -568992.812500 Penalty: 4329.218750
	Iteration 23Q: 3 clusters Score -568992.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -569019.375000 Penalty: 4329.218750
	Iteration 24Q: 3 clusters Score -569019.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -569040.687500 Penalty: 4329.218750
	Iteration 25Q: 3 clusters Score -569040.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -569069.812500 Penalty: 4329.218750
	Iteration 26Q: 3 clusters Score -569069.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -569096.500000 Penalty: 4329.218750
	Iteration 27Q: 3 clusters Score -569096.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -569119.312500 Penalty: 4329.218750
	Iteration 28Q: 3 clusters Score -569119.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -569138.187500 Penalty: 4329.218750
	Iteration 29Q: 3 clusters Score -569138.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -569150.937500 Penalty: 4329.218750
	Iteration 30Q: 3 clusters Score -569150.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -569160.687500 Penalty: 4329.218750
	Iteration 31Q: 3 clusters Score -569160.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -569170.687500 Penalty: 4329.218750
	Iteration 32Q: 3 clusters Score -569170.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -569184.312500 Penalty: 4329.218750
	Iteration 33Q: 3 clusters Score -569184.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -569196.562500 Penalty: 4329.218750
	Iteration 34Q: 3 clusters Score -569196.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -569209.812500 Penalty: 4329.218750
	Iteration 35Q: 3 clusters Score -569209.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -569221.750000 Penalty: 4329.218750
	Iteration 36Q: 3 clusters Score -569221.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -569238.312500 Penalty: 4329.218750
	Iteration 37Q: 3 clusters Score -569238.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -569255.312500 Penalty: 4329.218750
	Iteration 38Q: 3 clusters Score -569255.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -569267.687500 Penalty: 4329.218750
	Iteration 39Q: 3 clusters Score -569267.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -569283.375000 Penalty: 4329.218750
	Iteration 40F: 3 clusters Score -569283.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -569297.562500 Penalty: 4329.218750
	Iteration 41Q: 3 clusters Score -569297.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -569312.812500 Penalty: 4329.218750
	Iteration 42Q: 3 clusters Score -569312.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -569324.625000 Penalty: 4329.218750
	Iteration 43Q: 3 clusters Score -569324.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -569338.500000 Penalty: 4329.218750
	Iteration 44Q: 3 clusters Score -569338.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -569349.000000 Penalty: 4329.218750
	Iteration 45Q: 3 clusters Score -569349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -569355.812500 Penalty: 4329.218750
	Iteration 46Q: 3 clusters Score -569355.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -569361.375000 Penalty: 4329.218750
	Iteration 47Q: 3 clusters Score -569361.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -569363.937500 Penalty: 4329.218750
	Iteration 48Q: 3 clusters Score -569363.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -569364.875000 Penalty: 4329.218750
	Iteration 49Q: 3 clusters Score -569364.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -569367.500000 Penalty: 4329.218750
	Iteration 50Q: 3 clusters Score -569367.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -569374.375000 Penalty: 4329.218750
	Iteration 51Q: 3 clusters Score -569374.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -569377.312500 Penalty: 4329.218750
	Iteration 52Q: 3 clusters Score -569377.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -569382.937500 Penalty: 4329.218750
	Iteration 53Q: 3 clusters Score -569382.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -569386.937500 Penalty: 4329.218750
	Iteration 54Q: 3 clusters Score -569386.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -569388.312500 Penalty: 4329.218750
	Iteration 55Q: 3 clusters Score -569388.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -569390.000000 Penalty: 4329.218750
	Iteration 56Q: 3 clusters Score -569390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -569392.125000 Penalty: 4329.218750
	Iteration 57Q: 3 clusters Score -569392.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -569392.937500 Penalty: 4329.218750
	Iteration 58Q: 3 clusters Score -569392.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -569394.000000 Penalty: 4329.218750
	Iteration 59Q: 3 clusters Score -569394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -569394.062500 Penalty: 4329.218750
	Iteration 60F: 3 clusters Score -569394.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -569394.187500 Penalty: 4329.218750
	Iteration 61Q: 3 clusters Score -569394.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -569394.687500 Penalty: 4329.218750
	Iteration 62Q: 3 clusters Score -569394.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -569394.937500 Penalty: 4329.218750
	Iteration 63Q: 3 clusters Score -569394.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -569395.062500 Penalty: 4329.218750
	Iteration 64Q: 3 clusters Score -569395.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -569395.062500 Penalty: 4329.218750
	Iteration 65F: 3 clusters Score -569395.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Entering Unmasked Estep 
Score: -863574.687500 Penalty: 2263.377930
	Iteration 0F: 2 clusters Score -863574.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -856441.687500 Penalty: 4526.755859
	Iteration 0F: 3 clusters Score -856441.7 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -858427.125000 Penalty: 4526.755859
	Iteration 1F: 3 clusters Score -858427.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -858832.812500 Penalty: 4526.755859
	Iteration 2F: 3 clusters Score -858832.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -859255.375000 Penalty: 4526.755859
	Iteration 3F: 3 clusters Score -859255.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -859801.125000 Penalty: 4526.755859
	Iteration 4F: 3 clusters Score -859801.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -860352.937500 Penalty: 4526.755859
	Iteration 5F: 3 clusters Score -860352.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -860861.437500 Penalty: 4526.755859
	Iteration 6F: 3 clusters Score -860861.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -861286.750000 Penalty: 4526.755859
	Iteration 7F: 3 clusters Score -861286.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -861705.875000 Penalty: 4526.755859
	Iteration 8F: 3 clusters Score -861705.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -862148.187500 Penalty: 4526.755859
	Iteration 9Q: 3 clusters Score -862148.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -862500.000000 Penalty: 4526.755859
	Iteration 10Q: 3 clusters Score -862500 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -862729.562500 Penalty: 4526.755859
	Iteration 11Q: 3 clusters Score -862729.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -862861.875000 Penalty: 4526.755859
	Iteration 12Q: 3 clusters Score -862861.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -862967.687500 Penalty: 4526.755859
	Iteration 13Q: 3 clusters Score -862967.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -863053.437500 Penalty: 4526.755859
	Iteration 14Q: 3 clusters Score -863053.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -863149.500000 Penalty: 4526.755859
	Iteration 15Q: 3 clusters Score -863149.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -863237.687500 Penalty: 4526.755859
	Iteration 16Q: 3 clusters Score -863237.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -863301.187500 Penalty: 4526.755859
	Iteration 17Q: 3 clusters Score -863301.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -863343.500000 Penalty: 4526.755859
	Iteration 18Q: 3 clusters Score -863343.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -863381.062500 Penalty: 4526.755859
	Iteration 19Q: 3 clusters Score -863381.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -863409.125000 Penalty: 4526.755859
	Iteration 20F: 3 clusters Score -863409.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -863426.000000 Penalty: 4526.755859
	Iteration 21Q: 3 clusters Score -863426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -863436.187500 Penalty: 4526.755859
	Iteration 22Q: 3 clusters Score -863436.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -863445.937500 Penalty: 4526.755859
	Iteration 23Q: 3 clusters Score -863445.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -863454.375000 Penalty: 4526.755859
	Iteration 24Q: 3 clusters Score -863454.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -863457.062500 Penalty: 4526.755859
	Iteration 25Q: 3 clusters Score -863457.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -863459.375000 Penalty: 4526.755859
	Iteration 26Q: 3 clusters Score -863459.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -863464.750000 Penalty: 4526.755859
	Iteration 27Q: 3 clusters Score -863464.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -863465.500000 Penalty: 4526.755859
	Iteration 28Q: 3 clusters Score -863465.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -863468.437500 Penalty: 4526.755859
	Iteration 29Q: 3 clusters Score -863468.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -863471.125000 Penalty: 4526.755859
	Iteration 30Q: 3 clusters Score -863471.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -863477.500000 Penalty: 4526.755859
	Iteration 31Q: 3 clusters Score -863477.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -863477.937500 Penalty: 4526.755859
	Iteration 32Q: 3 clusters Score -863477.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -863480.250000 Penalty: 4526.755859
	Iteration 33Q: 3 clusters Score -863480.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -863481.625000 Penalty: 4526.755859
	Iteration 34Q: 3 clusters Score -863481.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -863481.812500 Penalty: 4526.755859
	Iteration 35Q: 3 clusters Score -863481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -863481.250000 Penalty: 4526.755859
	Iteration 36Q: 3 clusters Score -863481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -863482.500000 Penalty: 4526.755859
	Iteration 37Q: 3 clusters Score -863482.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -863482.500000 Penalty: 4526.755859
	Iteration 38F: 3 clusters Score -863482.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Entering Unmasked Estep 
Score: -333551.031250 Penalty: 2029.759521
	Iteration 0F: 2 clusters Score -333551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -329911.156250 Penalty: 4059.519043
	Iteration 0F: 3 clusters Score -329911.2 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -330838.125000 Penalty: 4059.519043
	Iteration 1F: 3 clusters Score -330838.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -331315.343750 Penalty: 4059.519043
	Iteration 2F: 3 clusters Score -331315.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -331765.718750 Penalty: 4059.519043
	Iteration 3F: 3 clusters Score -331765.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -332173.781250 Penalty: 4059.519043
	Iteration 4F: 3 clusters Score -332173.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -332430.437500 Penalty: 4059.519043
	Iteration 5F: 3 clusters Score -332430.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -332560.062500 Penalty: 4059.519043
	Iteration 6Q: 3 clusters Score -332560.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -332613.312500 Penalty: 4059.519043
	Iteration 7Q: 3 clusters Score -332613.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -332638.000000 Penalty: 4059.519043
	Iteration 8Q: 3 clusters Score -332638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -332654.343750 Penalty: 4059.519043
	Iteration 9Q: 3 clusters Score -332654.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -332664.281250 Penalty: 4059.519043
	Iteration 10Q: 3 clusters Score -332664.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -332666.875000 Penalty: 4059.519043
	Iteration 11Q: 3 clusters Score -332666.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -332668.250000 Penalty: 4059.519043
	Iteration 12Q: 3 clusters Score -332668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -332668.875000 Penalty: 4059.519043
	Iteration 13Q: 3 clusters Score -332668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -332670.625000 Penalty: 4059.519043
	Iteration 14Q: 3 clusters Score -332670.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -332671.156250 Penalty: 4059.519043
	Iteration 15Q: 3 clusters Score -332671.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -332671.781250 Penalty: 4059.519043
	Iteration 16Q: 3 clusters Score -332671.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -332671.781250 Penalty: 4059.519043
	Iteration 17F: 3 clusters Score -332671.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134477 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230359 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29476 members 
Mstep: Class 6 contains 309689 members 
Mstep: Class 7 contains 97828 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19240 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 224973 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 21870 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220228 members 
Mstep: Class 16 contains 8573 members 
Mstep: Class 17 contains 9333 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 5221 members 
Mstep: Class 21 contains 9154 members 
Mstep: Class 22 contains 102685 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5859 members 
Mstep: Class 26 contains 18341 members 
Mstep: Class 27 contains 11817 members 
Mstep: Class 28 contains 10260 members 
Mstep: Class 29 contains 9100 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8751 members 
Mstep: Class 32 contains 6175 members 
Mstep: Class 33 contains 9196 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702640.000000 Penalty: 120826.726562
Iteration 359Q: 35 clusters Score -1.577026e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134473 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29476 members 
Mstep: Class 6 contains 309685 members 
Mstep: Class 7 contains 97827 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19226 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 224973 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 21873 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220224 members 
Mstep: Class 16 contains 8573 members 
Mstep: Class 17 contains 9334 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 5221 members 
Mstep: Class 21 contains 9181 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5862 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5861 members 
Mstep: Class 26 contains 18341 members 
Mstep: Class 27 contains 11818 members 
Mstep: Class 28 contains 10259 members 
Mstep: Class 29 contains 9101 members 
Mstep: Class 30 contains 25694 members 
Mstep: Class 31 contains 8753 members 
Mstep: Class 32 contains 6182 members 
Mstep: Class 33 contains 9178 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702496.000000 Penalty: 120826.726562
Iteration 360F: 35 clusters Score -1.577025e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29473 members 
Mstep: Class 6 contains 309679 members 
Mstep: Class 7 contains 97828 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19209 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 224974 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 21878 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220221 members 
Mstep: Class 16 contains 8574 members 
Mstep: Class 17 contains 9335 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 5221 members 
Mstep: Class 21 contains 9207 members 
Mstep: Class 22 contains 102687 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5862 members 
Mstep: Class 26 contains 18341 members 
Mstep: Class 27 contains 11821 members 
Mstep: Class 28 contains 10261 members 
Mstep: Class 29 contains 9100 members 
Mstep: Class 30 contains 25694 members 
Mstep: Class 31 contains 8752 members 
Mstep: Class 32 contains 6184 members 
Mstep: Class 33 contains 9164 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702576.000000 Penalty: 120826.726562
Iteration 361Q: 35 clusters Score -1.577026e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29473 members 
Mstep: Class 6 contains 309669 members 
Mstep: Class 7 contains 97826 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19190 members 
Mstep: Class 10 contains 8497 members 
Mstep: Class 11 contains 224972 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 21885 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220219 members 
Mstep: Class 16 contains 8576 members 
Mstep: Class 17 contains 9338 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5448 members 
Mstep: Class 20 contains 5221 members 
Mstep: Class 21 contains 9228 members 
Mstep: Class 22 contains 102687 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5860 members 
Mstep: Class 26 contains 18341 members 
Mstep: Class 27 contains 11825 members 
Mstep: Class 28 contains 10265 members 
Mstep: Class 29 contains 9099 members 
Mstep: Class 30 contains 25694 members 
Mstep: Class 31 contains 8752 members 
Mstep: Class 32 contains 6188 members 
Mstep: Class 33 contains 9153 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702624.000000 Penalty: 120826.726562
Iteration 362Q: 35 clusters Score -1.577026e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29471 members 
Mstep: Class 6 contains 309663 members 
Mstep: Class 7 contains 97823 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19167 members 
Mstep: Class 10 contains 8497 members 
Mstep: Class 11 contains 224972 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 21893 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220216 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 9336 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 5221 members 
Mstep: Class 21 contains 9252 members 
Mstep: Class 22 contains 102687 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5861 members 
Mstep: Class 26 contains 18342 members 
Mstep: Class 27 contains 11825 members 
Mstep: Class 28 contains 10265 members 
Mstep: Class 29 contains 9101 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8754 members 
Mstep: Class 32 contains 6192 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702512.000000 Penalty: 120826.726562
Iteration 363Q: 35 clusters Score -1.577025e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29472 members 
Mstep: Class 6 contains 309649 members 
Mstep: Class 7 contains 97822 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19144 members 
Mstep: Class 10 contains 8497 members 
Mstep: Class 11 contains 224972 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 21900 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220219 members 
Mstep: Class 16 contains 8579 members 
Mstep: Class 17 contains 9335 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 5221 members 
Mstep: Class 21 contains 9278 members 
Mstep: Class 22 contains 102687 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5863 members 
Mstep: Class 26 contains 18343 members 
Mstep: Class 27 contains 11826 members 
Mstep: Class 28 contains 10266 members 
Mstep: Class 29 contains 9099 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6194 members 
Mstep: Class 33 contains 9141 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702528.000000 Penalty: 120826.726562
Iteration 364Q: 35 clusters Score -1.577025e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134472 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29471 members 
Mstep: Class 6 contains 309627 members 
Mstep: Class 7 contains 97823 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19135 members 
Mstep: Class 10 contains 8497 members 
Mstep: Class 11 contains 224971 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 21907 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220218 members 
Mstep: Class 16 contains 8580 members 
Mstep: Class 17 contains 9336 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5448 members 
Mstep: Class 20 contains 5221 members 
Mstep: Class 21 contains 9307 members 
Mstep: Class 22 contains 102687 members 
Mstep: Class 23 contains 5871 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5862 members 
Mstep: Class 26 contains 18342 members 
Mstep: Class 27 contains 11824 members 
Mstep: Class 28 contains 10267 members 
Mstep: Class 29 contains 9097 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6198 members 
Mstep: Class 33 contains 9132 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702480.000000 Penalty: 120826.726562
Iteration 365Q: 35 clusters Score -1.577025e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134473 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29470 members 
Mstep: Class 6 contains 309620 members 
Mstep: Class 7 contains 97817 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19121 members 
Mstep: Class 10 contains 8498 members 
Mstep: Class 11 contains 224971 members 
Mstep: Class 12 contains 65349 members 
Mstep: Class 13 contains 21911 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220216 members 
Mstep: Class 16 contains 8581 members 
Mstep: Class 17 contains 9336 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5449 members 
Mstep: Class 20 contains 5221 members 
Mstep: Class 21 contains 9326 members 
Mstep: Class 22 contains 102687 members 
Mstep: Class 23 contains 5876 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5862 members 
Mstep: Class 26 contains 18342 members 
Mstep: Class 27 contains 11824 members 
Mstep: Class 28 contains 10270 members 
Mstep: Class 29 contains 9099 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6198 members 
Mstep: Class 33 contains 9124 members 
Mstep: Class 34 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702464.000000 Penalty: 120826.726562
Iteration 366Q: 35 clusters Score -1.577025e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134473 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29468 members 
Mstep: Class 6 contains 309615 members 
Mstep: Class 7 contains 97817 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19119 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 224968 members 
Mstep: Class 12 contains 65349 members 
Mstep: Class 13 contains 21915 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220208 members 
Mstep: Class 16 contains 8584 members 
Mstep: Class 17 contains 9334 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5449 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 9351 members 
Mstep: Class 22 contains 102687 members 
Mstep: Class 23 contains 5877 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5861 members 
Mstep: Class 26 contains 18342 members 
Mstep: Class 27 contains 11825 members 
Mstep: Class 28 contains 10269 members 
Mstep: Class 29 contains 9100 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8755 members 
Mstep: Class 32 contains 6203 members 
Mstep: Class 33 contains 9110 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702576.000000 Penalty: 120826.726562
Iteration 367Q: 35 clusters Score -1.577026e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134472 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29469 members 
Mstep: Class 6 contains 309616 members 
Mstep: Class 7 contains 97815 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19114 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 224969 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 21918 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220201 members 
Mstep: Class 16 contains 8586 members 
Mstep: Class 17 contains 9337 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5449 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 9372 members 
Mstep: Class 22 contains 102687 members 
Mstep: Class 23 contains 5876 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5860 members 
Mstep: Class 26 contains 18341 members 
Mstep: Class 27 contains 11823 members 
Mstep: Class 28 contains 10268 members 
Mstep: Class 29 contains 9101 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6208 members 
Mstep: Class 33 contains 9093 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702624.000000 Penalty: 120826.726562
Iteration 368Q: 35 clusters Score -1.577026e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134472 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29469 members 
Mstep: Class 6 contains 309606 members 
Mstep: Class 7 contains 97814 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19110 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 224968 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 21921 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220197 members 
Mstep: Class 16 contains 8586 members 
Mstep: Class 17 contains 9345 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5448 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 9393 members 
Mstep: Class 22 contains 102687 members 
Mstep: Class 23 contains 5877 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5860 members 
Mstep: Class 26 contains 18338 members 
Mstep: Class 27 contains 11823 members 
Mstep: Class 28 contains 10269 members 
Mstep: Class 29 contains 9101 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8755 members 
Mstep: Class 32 contains 6208 members 
Mstep: Class 33 contains 9084 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702496.000000 Penalty: 120826.726562
Iteration 369Q: 35 clusters Score -1.577025e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29468 members 
Mstep: Class 6 contains 309606 members 
Mstep: Class 7 contains 97817 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19100 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 224967 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 21925 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220188 members 
Mstep: Class 16 contains 8587 members 
Mstep: Class 17 contains 9346 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5448 members 
Mstep: Class 20 contains 5219 members 
Mstep: Class 21 contains 9415 members 
Mstep: Class 22 contains 102687 members 
Mstep: Class 23 contains 5879 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5860 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11822 members 
Mstep: Class 28 contains 10272 members 
Mstep: Class 29 contains 9101 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8754 members 
Mstep: Class 32 contains 6209 members 
Mstep: Class 33 contains 9070 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702416.000000 Penalty: 120826.726562
Iteration 370Q: 35 clusters Score -1.577024e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29465 members 
Mstep: Class 6 contains 309601 members 
Mstep: Class 7 contains 97819 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 19085 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 224968 members 
Mstep: Class 12 contains 65349 members 
Mstep: Class 13 contains 21931 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220184 members 
Mstep: Class 16 contains 8587 members 
Mstep: Class 17 contains 9347 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5448 members 
Mstep: Class 20 contains 5218 members 
Mstep: Class 21 contains 9449 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5882 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5861 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11823 members 
Mstep: Class 28 contains 10273 members 
Mstep: Class 29 contains 9100 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8753 members 
Mstep: Class 32 contains 6209 members 
Mstep: Class 33 contains 9050 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702608.000000 Penalty: 120826.726562
Iteration 371Q: 35 clusters Score -1.577026e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230359 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29461 members 
Mstep: Class 6 contains 309584 members 
Mstep: Class 7 contains 97816 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 19075 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 224967 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 21939 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220185 members 
Mstep: Class 16 contains 8588 members 
Mstep: Class 17 contains 9349 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5448 members 
Mstep: Class 20 contains 5218 members 
Mstep: Class 21 contains 9494 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5884 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5862 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11828 members 
Mstep: Class 28 contains 10271 members 
Mstep: Class 29 contains 9098 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8754 members 
Mstep: Class 32 contains 6211 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702752.000000 Penalty: 120826.726562
Iteration 372Q: 35 clusters Score -1.577028e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29461 members 
Mstep: Class 6 contains 309569 members 
Mstep: Class 7 contains 97814 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 19068 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 224969 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 21949 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220178 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 9352 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5448 members 
Mstep: Class 20 contains 5218 members 
Mstep: Class 21 contains 9536 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5890 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5863 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11828 members 
Mstep: Class 28 contains 10267 members 
Mstep: Class 29 contains 9096 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8755 members 
Mstep: Class 32 contains 6214 members 
Mstep: Class 33 contains 8989 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702864.000000 Penalty: 120826.726562
Iteration 373Q: 35 clusters Score -1.577029e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29459 members 
Mstep: Class 6 contains 309555 members 
Mstep: Class 7 contains 97815 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 19061 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 224970 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 21957 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220175 members 
Mstep: Class 16 contains 8592 members 
Mstep: Class 17 contains 9354 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5448 members 
Mstep: Class 20 contains 5218 members 
Mstep: Class 21 contains 9586 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5893 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5863 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11827 members 
Mstep: Class 28 contains 10266 members 
Mstep: Class 29 contains 9094 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6215 members 
Mstep: Class 33 contains 8949 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702816.000000 Penalty: 120826.726562
Iteration 374Q: 35 clusters Score -1.577028e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134470 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29458 members 
Mstep: Class 6 contains 309540 members 
Mstep: Class 7 contains 97813 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 19053 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 224968 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 21971 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220164 members 
Mstep: Class 16 contains 8592 members 
Mstep: Class 17 contains 9355 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5447 members 
Mstep: Class 20 contains 5218 members 
Mstep: Class 21 contains 9643 members 
Mstep: Class 22 contains 102687 members 
Mstep: Class 23 contains 5896 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5863 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11826 members 
Mstep: Class 28 contains 10266 members 
Mstep: Class 29 contains 9093 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8758 members 
Mstep: Class 32 contains 6219 members 
Mstep: Class 33 contains 8911 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702784.000000 Penalty: 120826.726562
Iteration 375Q: 35 clusters Score -1.577028e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134472 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29459 members 
Mstep: Class 6 contains 309501 members 
Mstep: Class 7 contains 97809 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 19037 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 224965 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 21982 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220155 members 
Mstep: Class 16 contains 8593 members 
Mstep: Class 17 contains 9362 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5446 members 
Mstep: Class 20 contains 5219 members 
Mstep: Class 21 contains 9741 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5899 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5864 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11825 members 
Mstep: Class 28 contains 10263 members 
Mstep: Class 29 contains 9092 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8760 members 
Mstep: Class 32 contains 6223 members 
Mstep: Class 33 contains 8858 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702784.000000 Penalty: 120826.726562
Iteration 376Q: 35 clusters Score -1.577028e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29459 members 
Mstep: Class 6 contains 309466 members 
Mstep: Class 7 contains 97804 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 19027 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 224966 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 21987 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220135 members 
Mstep: Class 16 contains 8595 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5445 members 
Mstep: Class 20 contains 5219 members 
Mstep: Class 21 contains 9874 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5899 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5864 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11825 members 
Mstep: Class 28 contains 10259 members 
Mstep: Class 29 contains 9091 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8762 members 
Mstep: Class 32 contains 6224 members 
Mstep: Class 33 contains 8783 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702912.000000 Penalty: 120826.726562
Iteration 377Q: 35 clusters Score -1.577029e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29456 members 
Mstep: Class 6 contains 309426 members 
Mstep: Class 7 contains 97799 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18995 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 224966 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 21996 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220124 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 9381 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5444 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 10054 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5897 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5864 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11829 members 
Mstep: Class 28 contains 10257 members 
Mstep: Class 29 contains 9092 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8762 members 
Mstep: Class 32 contains 6230 members 
Mstep: Class 33 contains 8665 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703088.000000 Penalty: 120826.726562
Iteration 378Q: 35 clusters Score -1.577031e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134472 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29453 members 
Mstep: Class 6 contains 309355 members 
Mstep: Class 7 contains 97788 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18982 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 224962 members 
Mstep: Class 12 contains 65346 members 
Mstep: Class 13 contains 22017 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220105 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 9387 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5443 members 
Mstep: Class 20 contains 5221 members 
Mstep: Class 21 contains 10287 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5898 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5865 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11825 members 
Mstep: Class 28 contains 10256 members 
Mstep: Class 29 contains 9089 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8758 members 
Mstep: Class 32 contains 6236 members 
Mstep: Class 33 contains 8527 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703040.000000 Penalty: 120826.726562
Iteration 379Q: 35 clusters Score -1.57703e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134474 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230359 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29449 members 
Mstep: Class 6 contains 309284 members 
Mstep: Class 7 contains 97779 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18972 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 224955 members 
Mstep: Class 12 contains 65346 members 
Mstep: Class 13 contains 22035 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220072 members 
Mstep: Class 16 contains 8595 members 
Mstep: Class 17 contains 9395 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5441 members 
Mstep: Class 20 contains 5222 members 
Mstep: Class 21 contains 10543 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5899 members 
Mstep: Class 24 contains 13796 members 
Mstep: Class 25 contains 5865 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11830 members 
Mstep: Class 28 contains 10257 members 
Mstep: Class 29 contains 9086 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8759 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 8367 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703504.000000 Penalty: 120826.726562
Iteration 380F: 35 clusters Score -1.577035e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134476 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230359 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29446 members 
Mstep: Class 6 contains 309196 members 
Mstep: Class 7 contains 97761 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18944 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 224951 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 22056 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 220022 members 
Mstep: Class 16 contains 8595 members 
Mstep: Class 17 contains 9415 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5441 members 
Mstep: Class 20 contains 5223 members 
Mstep: Class 21 contains 10833 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5898 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5866 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11828 members 
Mstep: Class 28 contains 10265 members 
Mstep: Class 29 contains 9081 members 
Mstep: Class 30 contains 25691 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6256 members 
Mstep: Class 33 contains 8218 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157703856.000000 Penalty: 120826.726562
Iteration 381Q: 35 clusters Score -1.577039e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134477 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29447 members 
Mstep: Class 6 contains 309119 members 
Mstep: Class 7 contains 97760 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18901 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 224947 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 22080 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 219943 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 9434 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5436 members 
Mstep: Class 20 contains 5223 members 
Mstep: Class 21 contains 11118 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 5866 members 
Mstep: Class 26 contains 18338 members 
Mstep: Class 27 contains 11831 members 
Mstep: Class 28 contains 10269 members 
Mstep: Class 29 contains 9080 members 
Mstep: Class 30 contains 25692 members 
Mstep: Class 31 contains 8757 members 
Mstep: Class 32 contains 6262 members 
Mstep: Class 33 contains 8087 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704240.000000 Penalty: 120826.726562
Iteration 382Q: 35 clusters Score -1.577042e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134477 members 
Mstep: Class 2 contains 10323 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29446 members 
Mstep: Class 6 contains 309029 members 
Mstep: Class 7 contains 97759 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18877 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 224953 members 
Mstep: Class 12 contains 65350 members 
Mstep: Class 13 contains 22127 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 219855 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 9452 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5433 members 
Mstep: Class 20 contains 5222 members 
Mstep: Class 21 contains 11337 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5894 members 
Mstep: Class 24 contains 13794 members 
Mstep: Class 25 contains 5867 members 
Mstep: Class 26 contains 18338 members 
Mstep: Class 27 contains 11825 members 
Mstep: Class 28 contains 10267 members 
Mstep: Class 29 contains 9079 members 
Mstep: Class 30 contains 25691 members 
Mstep: Class 31 contains 8759 members 
Mstep: Class 32 contains 6265 members 
Mstep: Class 33 contains 8011 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704704.000000 Penalty: 120826.726562
Iteration 383Q: 35 clusters Score -1.577047e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134481 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29443 members 
Mstep: Class 6 contains 308910 members 
Mstep: Class 7 contains 97744 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18870 members 
Mstep: Class 10 contains 8500 members 
Mstep: Class 11 contains 224956 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 22162 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 219758 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 9463 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5432 members 
Mstep: Class 20 contains 5222 members 
Mstep: Class 21 contains 11534 members 
Mstep: Class 22 contains 102685 members 
Mstep: Class 23 contains 5899 members 
Mstep: Class 24 contains 13794 members 
Mstep: Class 25 contains 5867 members 
Mstep: Class 26 contains 18338 members 
Mstep: Class 27 contains 11821 members 
Mstep: Class 28 contains 10264 members 
Mstep: Class 29 contains 9079 members 
Mstep: Class 30 contains 25691 members 
Mstep: Class 31 contains 8759 members 
Mstep: Class 32 contains 6270 members 
Mstep: Class 33 contains 7999 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704944.000000 Penalty: 120826.726562
Iteration 384Q: 35 clusters Score -1.577049e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134481 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29437 members 
Mstep: Class 6 contains 308811 members 
Mstep: Class 7 contains 97737 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18847 members 
Mstep: Class 10 contains 8501 members 
Mstep: Class 11 contains 224956 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 22194 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 219682 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 9487 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5431 members 
Mstep: Class 20 contains 5223 members 
Mstep: Class 21 contains 11662 members 
Mstep: Class 22 contains 102685 members 
Mstep: Class 23 contains 5904 members 
Mstep: Class 24 contains 13793 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 18338 members 
Mstep: Class 27 contains 11821 members 
Mstep: Class 28 contains 10263 members 
Mstep: Class 29 contains 9078 members 
Mstep: Class 30 contains 25693 members 
Mstep: Class 31 contains 8755 members 
Mstep: Class 32 contains 6273 members 
Mstep: Class 33 contains 8023 members 
Mstep: Class 34 contains 3583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705152.000000 Penalty: 120826.726562
Iteration 385Q: 35 clusters Score -1.577052e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134480 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12652 members 
Mstep: Class 5 contains 29430 members 
Mstep: Class 6 contains 308699 members 
Mstep: Class 7 contains 97726 members 
Mstep: Class 8 contains 7686 members 
Mstep: Class 9 contains 18831 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 224952 members 
Mstep: Class 12 contains 65346 members 
Mstep: Class 13 contains 22212 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219648 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 9493 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5427 members 
Mstep: Class 20 contains 5222 members 
Mstep: Class 21 contains 11782 members 
Mstep: Class 22 contains 102685 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 13792 members 
Mstep: Class 25 contains 5870 members 
Mstep: Class 26 contains 18338 members 
Mstep: Class 27 contains 11823 members 
Mstep: Class 28 contains 10255 members 
Mstep: Class 29 contains 9077 members 
Mstep: Class 30 contains 25694 members 
Mstep: Class 31 contains 8754 members 
Mstep: Class 32 contains 6274 members 
Mstep: Class 33 contains 8065 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705232.000000 Penalty: 120826.726562
Iteration 386Q: 35 clusters Score -1.577052e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29422 members 
Mstep: Class 6 contains 308626 members 
Mstep: Class 7 contains 97716 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18810 members 
Mstep: Class 10 contains 8505 members 
Mstep: Class 11 contains 224954 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 22219 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219618 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 9502 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5424 members 
Mstep: Class 20 contains 5222 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 102685 members 
Mstep: Class 23 contains 5917 members 
Mstep: Class 24 contains 13791 members 
Mstep: Class 25 contains 5870 members 
Mstep: Class 26 contains 18336 members 
Mstep: Class 27 contains 11824 members 
Mstep: Class 28 contains 10244 members 
Mstep: Class 29 contains 9075 members 
Mstep: Class 30 contains 25699 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6276 members 
Mstep: Class 33 contains 8093 members 
Mstep: Class 34 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705312.000000 Penalty: 120826.726562
Iteration 387Q: 35 clusters Score -1.577053e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134477 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29417 members 
Mstep: Class 6 contains 308560 members 
Mstep: Class 7 contains 97711 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18803 members 
Mstep: Class 10 contains 8506 members 
Mstep: Class 11 contains 224956 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 22228 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219584 members 
Mstep: Class 16 contains 8606 members 
Mstep: Class 17 contains 9506 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5422 members 
Mstep: Class 20 contains 5222 members 
Mstep: Class 21 contains 11938 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5915 members 
Mstep: Class 24 contains 13789 members 
Mstep: Class 25 contains 5870 members 
Mstep: Class 26 contains 18335 members 
Mstep: Class 27 contains 11826 members 
Mstep: Class 28 contains 10235 members 
Mstep: Class 29 contains 9073 members 
Mstep: Class 30 contains 25704 members 
Mstep: Class 31 contains 8758 members 
Mstep: Class 32 contains 6280 members 
Mstep: Class 33 contains 8133 members 
Mstep: Class 34 contains 3586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705248.000000 Penalty: 120826.726562
Iteration 388Q: 35 clusters Score -1.577052e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134476 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29415 members 
Mstep: Class 6 contains 308519 members 
Mstep: Class 7 contains 97708 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18789 members 
Mstep: Class 10 contains 8508 members 
Mstep: Class 11 contains 224958 members 
Mstep: Class 12 contains 65346 members 
Mstep: Class 13 contains 22237 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219557 members 
Mstep: Class 16 contains 8606 members 
Mstep: Class 17 contains 9510 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5424 members 
Mstep: Class 20 contains 5221 members 
Mstep: Class 21 contains 11976 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5915 members 
Mstep: Class 24 contains 13789 members 
Mstep: Class 25 contains 5870 members 
Mstep: Class 26 contains 18334 members 
Mstep: Class 27 contains 11825 members 
Mstep: Class 28 contains 10234 members 
Mstep: Class 29 contains 9071 members 
Mstep: Class 30 contains 25704 members 
Mstep: Class 31 contains 8759 members 
Mstep: Class 32 contains 6284 members 
Mstep: Class 33 contains 8164 members 
Mstep: Class 34 contains 3588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705216.000000 Penalty: 120826.726562
Iteration 389Q: 35 clusters Score -1.577052e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134477 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230359 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29410 members 
Mstep: Class 6 contains 308483 members 
Mstep: Class 7 contains 97708 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18777 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 224955 members 
Mstep: Class 12 contains 65346 members 
Mstep: Class 13 contains 22250 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219536 members 
Mstep: Class 16 contains 8606 members 
Mstep: Class 17 contains 9510 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5426 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 12012 members 
Mstep: Class 22 contains 102686 members 
Mstep: Class 23 contains 5913 members 
Mstep: Class 24 contains 13789 members 
Mstep: Class 25 contains 5869 members 
Mstep: Class 26 contains 18334 members 
Mstep: Class 27 contains 11826 members 
Mstep: Class 28 contains 10237 members 
Mstep: Class 29 contains 9066 members 
Mstep: Class 30 contains 25702 members 
Mstep: Class 31 contains 8758 members 
Mstep: Class 32 contains 6287 members 
Mstep: Class 33 contains 8191 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705184.000000 Penalty: 120826.726562
Iteration 390Q: 35 clusters Score -1.577052e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134477 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230359 members 
Mstep: Class 4 contains 12649 members 
Mstep: Class 5 contains 29408 members 
Mstep: Class 6 contains 308465 members 
Mstep: Class 7 contains 97698 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18758 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 224950 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219521 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 17 contains 9511 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5426 members 
Mstep: Class 20 contains 5220 members 
Mstep: Class 21 contains 12029 members 
Mstep: Class 22 contains 102687 members 
Mstep: Class 23 contains 5915 members 
Mstep: Class 24 contains 13789 members 
Mstep: Class 25 contains 5867 members 
Mstep: Class 26 contains 18333 members 
Mstep: Class 27 contains 11825 members 
Mstep: Class 28 contains 10235 members 
Mstep: Class 29 contains 9063 members 
Mstep: Class 30 contains 25702 members 
Mstep: Class 31 contains 8757 members 
Mstep: Class 32 contains 6289 members 
Mstep: Class 33 contains 8225 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705296.000000 Penalty: 120826.726562
Iteration 391Q: 35 clusters Score -1.577053e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230359 members 
Mstep: Class 4 contains 12648 members 
Mstep: Class 5 contains 29405 members 
Mstep: Class 6 contains 308439 members 
Mstep: Class 7 contains 97694 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18745 members 
Mstep: Class 10 contains 8514 members 
Mstep: Class 11 contains 224948 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 22287 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219496 members 
Mstep: Class 16 contains 8603 members 
Mstep: Class 17 contains 9512 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5426 members 
Mstep: Class 20 contains 5219 members 
Mstep: Class 21 contains 12052 members 
Mstep: Class 22 contains 102687 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 13788 members 
Mstep: Class 25 contains 5867 members 
Mstep: Class 26 contains 18334 members 
Mstep: Class 27 contains 11819 members 
Mstep: Class 28 contains 10233 members 
Mstep: Class 29 contains 9061 members 
Mstep: Class 30 contains 25702 members 
Mstep: Class 31 contains 8757 members 
Mstep: Class 32 contains 6292 members 
Mstep: Class 33 contains 8259 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705120.000000 Penalty: 120826.726562
Iteration 392Q: 35 clusters Score -1.577051e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134480 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12649 members 
Mstep: Class 5 contains 29402 members 
Mstep: Class 6 contains 308426 members 
Mstep: Class 7 contains 97694 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18731 members 
Mstep: Class 10 contains 8517 members 
Mstep: Class 11 contains 224950 members 
Mstep: Class 12 contains 65349 members 
Mstep: Class 13 contains 22301 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219465 members 
Mstep: Class 16 contains 8603 members 
Mstep: Class 17 contains 9516 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5426 members 
Mstep: Class 20 contains 5218 members 
Mstep: Class 21 contains 12060 members 
Mstep: Class 22 contains 102685 members 
Mstep: Class 23 contains 5922 members 
Mstep: Class 24 contains 13787 members 
Mstep: Class 25 contains 5866 members 
Mstep: Class 26 contains 18334 members 
Mstep: Class 27 contains 11815 members 
Mstep: Class 28 contains 10236 members 
Mstep: Class 29 contains 9054 members 
Mstep: Class 30 contains 25702 members 
Mstep: Class 31 contains 8758 members 
Mstep: Class 32 contains 6295 members 
Mstep: Class 33 contains 8294 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705280.000000 Penalty: 120826.726562
Iteration 393Q: 35 clusters Score -1.577053e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230359 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29401 members 
Mstep: Class 6 contains 308409 members 
Mstep: Class 7 contains 97686 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18722 members 
Mstep: Class 10 contains 8517 members 
Mstep: Class 11 contains 224953 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 22309 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219449 members 
Mstep: Class 16 contains 8604 members 
Mstep: Class 17 contains 9521 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5427 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 12071 members 
Mstep: Class 22 contains 102685 members 
Mstep: Class 23 contains 5922 members 
Mstep: Class 24 contains 13787 members 
Mstep: Class 25 contains 5867 members 
Mstep: Class 26 contains 18334 members 
Mstep: Class 27 contains 11816 members 
Mstep: Class 28 contains 10235 members 
Mstep: Class 29 contains 9052 members 
Mstep: Class 30 contains 25702 members 
Mstep: Class 31 contains 8759 members 
Mstep: Class 32 contains 6295 members 
Mstep: Class 33 contains 8316 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705408.000000 Penalty: 120826.726562
Iteration 394Q: 35 clusters Score -1.577054e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134478 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29401 members 
Mstep: Class 6 contains 308396 members 
Mstep: Class 7 contains 97686 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18715 members 
Mstep: Class 10 contains 8519 members 
Mstep: Class 11 contains 224954 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 22321 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219440 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 17 contains 9523 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5426 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 12087 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5867 members 
Mstep: Class 26 contains 18334 members 
Mstep: Class 27 contains 11811 members 
Mstep: Class 28 contains 10233 members 
Mstep: Class 29 contains 9052 members 
Mstep: Class 30 contains 25701 members 
Mstep: Class 31 contains 8758 members 
Mstep: Class 32 contains 6298 members 
Mstep: Class 33 contains 8324 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705248.000000 Penalty: 120826.726562
Iteration 395Q: 35 clusters Score -1.577052e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29397 members 
Mstep: Class 6 contains 308386 members 
Mstep: Class 7 contains 97686 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18706 members 
Mstep: Class 10 contains 8520 members 
Mstep: Class 11 contains 224953 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 22331 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219431 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 17 contains 9526 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5424 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 12092 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5923 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5867 members 
Mstep: Class 26 contains 18334 members 
Mstep: Class 27 contains 11810 members 
Mstep: Class 28 contains 10231 members 
Mstep: Class 29 contains 9051 members 
Mstep: Class 30 contains 25700 members 
Mstep: Class 31 contains 8757 members 
Mstep: Class 32 contains 6304 members 
Mstep: Class 33 contains 8335 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705264.000000 Penalty: 120826.726562
Iteration 396Q: 35 clusters Score -1.577053e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134477 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230359 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29396 members 
Mstep: Class 6 contains 308376 members 
Mstep: Class 7 contains 97683 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18702 members 
Mstep: Class 10 contains 8521 members 
Mstep: Class 11 contains 224951 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 22339 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219427 members 
Mstep: Class 16 contains 8606 members 
Mstep: Class 17 contains 9528 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5424 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 12098 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5922 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 18334 members 
Mstep: Class 27 contains 11810 members 
Mstep: Class 28 contains 10227 members 
Mstep: Class 29 contains 9051 members 
Mstep: Class 30 contains 25701 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6305 members 
Mstep: Class 33 contains 8346 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705296.000000 Penalty: 120826.726562
Iteration 397Q: 35 clusters Score -1.577053e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134478 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230358 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29392 members 
Mstep: Class 6 contains 308366 members 
Mstep: Class 7 contains 97679 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18688 members 
Mstep: Class 10 contains 8523 members 
Mstep: Class 11 contains 224952 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 22344 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219426 members 
Mstep: Class 16 contains 8607 members 
Mstep: Class 17 contains 9530 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5423 members 
Mstep: Class 20 contains 5216 members 
Mstep: Class 21 contains 12106 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5921 members 
Mstep: Class 24 contains 13785 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 18333 members 
Mstep: Class 27 contains 11810 members 
Mstep: Class 28 contains 10225 members 
Mstep: Class 29 contains 9053 members 
Mstep: Class 30 contains 25701 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6312 members 
Mstep: Class 33 contains 8358 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705152.000000 Penalty: 120826.726562
Iteration 398Q: 35 clusters Score -1.577052e+08 nChanged 83
Entering ConstructFrom: 
Score: -157705152.000000 Penalty: 120826.726562
Entering ConstructFrom: 
Trying to split cluster 1 (134478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134478 members 
Entering Unmasked Estep 
Score: -13031662.000000 Penalty: 2928.670654
	Iteration 0F: 2 clusters Score -1.303166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -12941653.000000 Penalty: 5857.341309
	Iteration 0F: 3 clusters Score -1.294165e+07 nChanged 63937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -12978313.000000 Penalty: 5857.341309
	Iteration 1F: 3 clusters Score -1.297831e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63933 members 
Mstep: Class 2 contains 70545 members 
Entering Unmasked Estep 
Score: -12979334.000000 Penalty: 5857.341309
	Iteration 2Q: 3 clusters Score -1.297933e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 72365 members 
Entering Unmasked Estep 
Score: -12980619.000000 Penalty: 5857.341309
	Iteration 3Q: 3 clusters Score -1.298062e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 75111 members 
Entering Unmasked Estep 
Score: -12982757.000000 Penalty: 5857.341309
	Iteration 4Q: 3 clusters Score -1.298276e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 79158 members 
Entering Unmasked Estep 
Score: -12986054.000000 Penalty: 5857.341309
	Iteration 5Q: 3 clusters Score -1.298605e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -12990500.000000 Penalty: 5857.341309
	Iteration 6F: 3 clusters Score -1.29905e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -12996026.000000 Penalty: 5857.341309
	Iteration 7F: 3 clusters Score -1.299603e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 98592 members 
Entering Unmasked Estep 
Score: -13002176.000000 Penalty: 5857.341309
	Iteration 8F: 3 clusters Score -1.300218e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 106164 members 
Entering Unmasked Estep 
Score: -13007858.000000 Penalty: 5857.341309
	Iteration 9F: 3 clusters Score -1.300786e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 113449 members 
Entering Unmasked Estep 
Score: -13013233.000000 Penalty: 5857.341309
	Iteration 10F: 3 clusters Score -1.301323e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 119875 members 
Entering Unmasked Estep 
Score: -13018182.000000 Penalty: 5857.341309
	Iteration 11Q: 3 clusters Score -1.301818e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 125139 members 
Entering Unmasked Estep 
Score: -13022154.000000 Penalty: 5857.341309
	Iteration 12Q: 3 clusters Score -1.302215e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 128966 members 
Entering Unmasked Estep 
Score: -13025156.000000 Penalty: 5857.341309
	Iteration 13Q: 3 clusters Score -1.302516e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 131363 members 
Entering Unmasked Estep 
Score: -13026915.000000 Penalty: 5857.341309
	Iteration 14Q: 3 clusters Score -1.302692e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 132689 members 
Entering Unmasked Estep 
Score: -13027941.000000 Penalty: 5857.341309
	Iteration 15Q: 3 clusters Score -1.302794e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 133313 members 
Entering Unmasked Estep 
Score: -13028447.000000 Penalty: 5857.341309
	Iteration 16Q: 3 clusters Score -1.302845e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 133632 members 
Entering Unmasked Estep 
Score: -13028689.000000 Penalty: 5857.341309
	Iteration 17Q: 3 clusters Score -1.302869e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 133808 members 
Entering Unmasked Estep 
Score: -13028849.000000 Penalty: 5857.341309
	Iteration 18Q: 3 clusters Score -1.302885e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 133902 members 
Entering Unmasked Estep 
Score: -13028940.000000 Penalty: 5857.341309
	Iteration 19Q: 3 clusters Score -1.302894e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 133950 members 
Entering Unmasked Estep 
Score: -13028979.000000 Penalty: 5857.341309
	Iteration 20F: 3 clusters Score -1.302898e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 133974 members 
Entering Unmasked Estep 
Score: -13028994.000000 Penalty: 5857.341309
	Iteration 21Q: 3 clusters Score -1.302899e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 133995 members 
Entering Unmasked Estep 
Score: -13029015.000000 Penalty: 5857.341309
	Iteration 22Q: 3 clusters Score -1.302902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 134008 members 
Entering Unmasked Estep 
Score: -13029020.000000 Penalty: 5857.341309
	Iteration 23Q: 3 clusters Score -1.302902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 134022 members 
Entering Unmasked Estep 
Score: -13029044.000000 Penalty: 5857.341309
	Iteration 24Q: 3 clusters Score -1.302904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 134029 members 
Entering Unmasked Estep 
Score: -13029058.000000 Penalty: 5857.341309
	Iteration 25Q: 3 clusters Score -1.302906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 134039 members 
Entering Unmasked Estep 
Score: -13029075.000000 Penalty: 5857.341309
	Iteration 26Q: 3 clusters Score -1.302908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 134051 members 
Entering Unmasked Estep 
Score: -13029085.000000 Penalty: 5857.341309
	Iteration 27Q: 3 clusters Score -1.302908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 134054 members 
Entering Unmasked Estep 
Score: -13029094.000000 Penalty: 5857.341309
	Iteration 28Q: 3 clusters Score -1.302909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 134057 members 
Entering Unmasked Estep 
Score: -13029088.000000 Penalty: 5857.341309
	Iteration 29Q: 3 clusters Score -1.302909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 134058 members 
Entering Unmasked Estep 
Score: -13029095.000000 Penalty: 5857.341309
	Iteration 30Q: 3 clusters Score -1.30291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 134058 members 
Entering Unmasked Estep 
Score: -13029095.000000 Penalty: 5857.341309
	Iteration 31F: 3 clusters Score -1.30291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Entering Unmasked Estep 
Score: -1018279.437500 Penalty: 2292.096436
	Iteration 0F: 2 clusters Score -1018279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1010366.437500 Penalty: 4584.192871
	Iteration 0F: 3 clusters Score -1010366 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1012538.500000 Penalty: 4584.192871
	Iteration 1F: 3 clusters Score -1012538 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1012870.500000 Penalty: 4584.192871
	Iteration 2F: 3 clusters Score -1012870 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1013140.312500 Penalty: 4584.192871
	Iteration 3F: 3 clusters Score -1013140 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1013406.000000 Penalty: 4584.192871
	Iteration 4F: 3 clusters Score -1013406 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1013706.375000 Penalty: 4584.192871
	Iteration 5Q: 3 clusters Score -1013706 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1014037.625000 Penalty: 4584.192871
	Iteration 6Q: 3 clusters Score -1014038 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1014421.437500 Penalty: 4584.192871
	Iteration 7Q: 3 clusters Score -1014421 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1014852.750000 Penalty: 4584.192871
	Iteration 8F: 3 clusters Score -1014853 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1015236.312500 Penalty: 4584.192871
	Iteration 9Q: 3 clusters Score -1015236 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1015527.062500 Penalty: 4584.192871
	Iteration 10Q: 3 clusters Score -1015527 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1015770.437500 Penalty: 4584.192871
	Iteration 11Q: 3 clusters Score -1015770 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1015915.812500 Penalty: 4584.192871
	Iteration 12Q: 3 clusters Score -1015916 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1016023.687500 Penalty: 4584.192871
	Iteration 13Q: 3 clusters Score -1016024 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1016097.625000 Penalty: 4584.192871
	Iteration 14Q: 3 clusters Score -1016098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1016148.250000 Penalty: 4584.192871
	Iteration 15Q: 3 clusters Score -1016148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1016178.750000 Penalty: 4584.192871
	Iteration 16Q: 3 clusters Score -1016179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1016200.812500 Penalty: 4584.192871
	Iteration 17Q: 3 clusters Score -1016201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1016218.500000 Penalty: 4584.192871
	Iteration 18Q: 3 clusters Score -1016218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1016229.812500 Penalty: 4584.192871
	Iteration 19Q: 3 clusters Score -1016230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1016238.187500 Penalty: 4584.192871
	Iteration 20F: 3 clusters Score -1016238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1016236.875000 Penalty: 4584.192871
	Iteration 21Q: 3 clusters Score -1016237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1016238.500000 Penalty: 4584.192871
	Iteration 22Q: 3 clusters Score -1016238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1016240.000000 Penalty: 4584.192871
	Iteration 23Q: 3 clusters Score -1016240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1016240.000000 Penalty: 4584.192871
	Iteration 24Q: 3 clusters Score -1016240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1016240.750000 Penalty: 4584.192871
	Iteration 25Q: 3 clusters Score -1016241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1016241.687500 Penalty: 4584.192871
	Iteration 26Q: 3 clusters Score -1016242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1016244.062500 Penalty: 4584.192871
	Iteration 27Q: 3 clusters Score -1016244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1016248.812500 Penalty: 4584.192871
	Iteration 28Q: 3 clusters Score -1016249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1016255.875000 Penalty: 4584.192871
	Iteration 29Q: 3 clusters Score -1016256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1016259.687500 Penalty: 4584.192871
	Iteration 30Q: 3 clusters Score -1016260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1016264.875000 Penalty: 4584.192871
	Iteration 31Q: 3 clusters Score -1016265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1016265.750000 Penalty: 4584.192871
	Iteration 32Q: 3 clusters Score -1016266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1016265.750000 Penalty: 4584.192871
	Iteration 33Q: 3 clusters Score -1016266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1016266.687500 Penalty: 4584.192871
	Iteration 34Q: 3 clusters Score -1016267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1016270.375000 Penalty: 4584.192871
	Iteration 35Q: 3 clusters Score -1016270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1016270.937500 Penalty: 4584.192871
	Iteration 36Q: 3 clusters Score -1016271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1016270.562500 Penalty: 4584.192871
	Iteration 37Q: 3 clusters Score -1016271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1016272.375000 Penalty: 4584.192871
	Iteration 38Q: 3 clusters Score -1016272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1016275.562500 Penalty: 4584.192871
	Iteration 39Q: 3 clusters Score -1016276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1016276.687500 Penalty: 4584.192871
	Iteration 40F: 3 clusters Score -1016277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (230357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230357 members 
Entering Unmasked Estep 
Score: -22658032.000000 Penalty: 3062.151611
	Iteration 0F: 2 clusters Score -2.265803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115507 members 
Mstep: Class 2 contains 114850 members 
Entering Unmasked Estep 
Score: -22503912.000000 Penalty: 6124.303223
	Iteration 0F: 3 clusters Score -2.250391e+07 nChanged 111218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123203 members 
Mstep: Class 2 contains 107154 members 
Entering Unmasked Estep 
Score: -22569282.000000 Penalty: 6124.303223
	Iteration 1F: 3 clusters Score -2.256928e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128550 members 
Mstep: Class 2 contains 101807 members 
Entering Unmasked Estep 
Score: -22571856.000000 Penalty: 6124.303223
	Iteration 2Q: 3 clusters Score -2.257186e+07 nChanged 11165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137279 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -22577126.000000 Penalty: 6124.303223
	Iteration 3Q: 3 clusters Score -2.257713e+07 nChanged 15149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150068 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -22586210.000000 Penalty: 6124.303223
	Iteration 4F: 3 clusters Score -2.258621e+07 nChanged 18730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166656 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -22600584.000000 Penalty: 6124.303223
	Iteration 5F: 3 clusters Score -2.260058e+07 nChanged 19603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184411 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -22617034.000000 Penalty: 6124.303223
	Iteration 6F: 3 clusters Score -2.261703e+07 nChanged 16569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199860 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -22631120.000000 Penalty: 6124.303223
	Iteration 7F: 3 clusters Score -2.263112e+07 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211172 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -22640952.000000 Penalty: 6124.303223
	Iteration 8F: 3 clusters Score -2.264095e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218960 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -22647300.000000 Penalty: 6124.303223
	Iteration 9Q: 3 clusters Score -2.26473e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223861 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -22651194.000000 Penalty: 6124.303223
	Iteration 10Q: 3 clusters Score -2.265119e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226635 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -22653292.000000 Penalty: 6124.303223
	Iteration 11Q: 3 clusters Score -2.265329e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228085 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -22654424.000000 Penalty: 6124.303223
	Iteration 12Q: 3 clusters Score -2.265442e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228801 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -22654972.000000 Penalty: 6124.303223
	Iteration 13Q: 3 clusters Score -2.265497e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229152 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -22655204.000000 Penalty: 6124.303223
	Iteration 14Q: 3 clusters Score -2.26552e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229323 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -22655320.000000 Penalty: 6124.303223
	Iteration 15Q: 3 clusters Score -2.265532e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229410 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -22655358.000000 Penalty: 6124.303223
	Iteration 16Q: 3 clusters Score -2.265536e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229450 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -22655414.000000 Penalty: 6124.303223
	Iteration 17Q: 3 clusters Score -2.265541e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229485 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -22655478.000000 Penalty: 6124.303223
	Iteration 18Q: 3 clusters Score -2.265548e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229505 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -22655484.000000 Penalty: 6124.303223
	Iteration 19Q: 3 clusters Score -2.265548e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229522 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -22655488.000000 Penalty: 6124.303223
	Iteration 20F: 3 clusters Score -2.265549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229537 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -22655522.000000 Penalty: 6124.303223
	Iteration 21Q: 3 clusters Score -2.265552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229549 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -22655544.000000 Penalty: 6124.303223
	Iteration 22Q: 3 clusters Score -2.265554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229555 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -22655528.000000 Penalty: 6124.303223
	Iteration 23Q: 3 clusters Score -2.265553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229560 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -22655532.000000 Penalty: 6124.303223
	Iteration 24Q: 3 clusters Score -2.265553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229565 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -22655542.000000 Penalty: 6124.303223
	Iteration 25Q: 3 clusters Score -2.265554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229571 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -22655560.000000 Penalty: 6124.303223
	Iteration 26Q: 3 clusters Score -2.265556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229581 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -22655554.000000 Penalty: 6124.303223
	Iteration 27Q: 3 clusters Score -2.265555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229592 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -22655556.000000 Penalty: 6124.303223
	Iteration 28Q: 3 clusters Score -2.265556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229595 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -22655572.000000 Penalty: 6124.303223
	Iteration 29Q: 3 clusters Score -2.265557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229604 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -22655574.000000 Penalty: 6124.303223
	Iteration 30Q: 3 clusters Score -2.265557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229612 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -22655566.000000 Penalty: 6124.303223
	Iteration 31Q: 3 clusters Score -2.265557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229615 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -22655572.000000 Penalty: 6124.303223
	Iteration 32Q: 3 clusters Score -2.265557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229618 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -22655568.000000 Penalty: 6124.303223
	Iteration 33Q: 3 clusters Score -2.265557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229620 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -22655556.000000 Penalty: 6124.303223
	Iteration 34Q: 3 clusters Score -2.265556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229623 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -22655578.000000 Penalty: 6124.303223
	Iteration 35Q: 3 clusters Score -2.265558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229622 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -22655582.000000 Penalty: 6124.303223
	Iteration 36Q: 3 clusters Score -2.265558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229624 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -22655570.000000 Penalty: 6124.303223
	Iteration 37Q: 3 clusters Score -2.265557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229624 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -22655574.000000 Penalty: 6124.303223
	Iteration 38Q: 3 clusters Score -2.265557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229625 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -22655572.000000 Penalty: 6124.303223
	Iteration 39Q: 3 clusters Score -2.265557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229624 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -22655566.000000 Penalty: 6124.303223
	Iteration 40F: 3 clusters Score -2.265557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229623 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -22655570.000000 Penalty: 6124.303223
	Iteration 41Q: 3 clusters Score -2.265557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229623 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -22655570.000000 Penalty: 6124.303223
	Iteration 42F: 3 clusters Score -2.265557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Entering Unmasked Estep 
Score: -1194396.375000 Penalty: 2342.462402
	Iteration 0F: 2 clusters Score -1194396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1185098.625000 Penalty: 4684.924805
	Iteration 0F: 3 clusters Score -1185099 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1187979.750000 Penalty: 4684.924805
	Iteration 1F: 3 clusters Score -1187980 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1188398.500000 Penalty: 4684.924805
	Iteration 2F: 3 clusters Score -1188398 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1188843.125000 Penalty: 4684.924805
	Iteration 3F: 3 clusters Score -1188843 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1189349.625000 Penalty: 4684.924805
	Iteration 4F: 3 clusters Score -1189350 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1189869.375000 Penalty: 4684.924805
	Iteration 5F: 3 clusters Score -1189869 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1190391.750000 Penalty: 4684.924805
	Iteration 6F: 3 clusters Score -1190392 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1190912.375000 Penalty: 4684.924805
	Iteration 7F: 3 clusters Score -1190912 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1191436.875000 Penalty: 4684.924805
	Iteration 8F: 3 clusters Score -1191437 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1191928.375000 Penalty: 4684.924805
	Iteration 9F: 3 clusters Score -1191928 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1192350.250000 Penalty: 4684.924805
	Iteration 10Q: 3 clusters Score -1192350 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1192705.625000 Penalty: 4684.924805
	Iteration 11Q: 3 clusters Score -1192706 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1192993.875000 Penalty: 4684.924805
	Iteration 12Q: 3 clusters Score -1192994 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1193240.000000 Penalty: 4684.924805
	Iteration 13Q: 3 clusters Score -1193240 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1193415.000000 Penalty: 4684.924805
	Iteration 14Q: 3 clusters Score -1193415 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1193542.375000 Penalty: 4684.924805
	Iteration 15Q: 3 clusters Score -1193542 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1193627.125000 Penalty: 4684.924805
	Iteration 16Q: 3 clusters Score -1193627 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1193688.750000 Penalty: 4684.924805
	Iteration 17Q: 3 clusters Score -1193689 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1193730.750000 Penalty: 4684.924805
	Iteration 18Q: 3 clusters Score -1193731 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1193749.000000 Penalty: 4684.924805
	Iteration 19Q: 3 clusters Score -1193749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1193766.250000 Penalty: 4684.924805
	Iteration 20F: 3 clusters Score -1193766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1193779.625000 Penalty: 4684.924805
	Iteration 21Q: 3 clusters Score -1193780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1193793.750000 Penalty: 4684.924805
	Iteration 22Q: 3 clusters Score -1193794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1193798.875000 Penalty: 4684.924805
	Iteration 23Q: 3 clusters Score -1193799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1193798.250000 Penalty: 4684.924805
	Iteration 24Q: 3 clusters Score -1193798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1193804.750000 Penalty: 4684.924805
	Iteration 25Q: 3 clusters Score -1193805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1193808.000000 Penalty: 4684.924805
	Iteration 26Q: 3 clusters Score -1193808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1193811.500000 Penalty: 4684.924805
	Iteration 27Q: 3 clusters Score -1193812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1193811.125000 Penalty: 4684.924805
	Iteration 28Q: 3 clusters Score -1193811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1193811.625000 Penalty: 4684.924805
	Iteration 29Q: 3 clusters Score -1193812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1193813.125000 Penalty: 4684.924805
	Iteration 30Q: 3 clusters Score -1193813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1193813.250000 Penalty: 4684.924805
	Iteration 31Q: 3 clusters Score -1193813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1193814.875000 Penalty: 4684.924805
	Iteration 32Q: 3 clusters Score -1193815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1193817.000000 Penalty: 4684.924805
	Iteration 33Q: 3 clusters Score -1193817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1193817.000000 Penalty: 4684.924805
	Iteration 34F: 3 clusters Score -1193817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Entering Unmasked Estep 
Score: -2620467.250000 Penalty: 2551.525635
	Iteration 0F: 2 clusters Score -2620467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2600250.000000 Penalty: 5103.051270
	Iteration 0F: 3 clusters Score -2600250 nChanged 13218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2607766.750000 Penalty: 5103.051270
	Iteration 1F: 3 clusters Score -2607767 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2608701.750000 Penalty: 5103.051270
	Iteration 2F: 3 clusters Score -2608702 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2609781.750000 Penalty: 5103.051270
	Iteration 3F: 3 clusters Score -2609782 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2610984.000000 Penalty: 5103.051270
	Iteration 4F: 3 clusters Score -2610984 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2612203.250000 Penalty: 5103.051270
	Iteration 5F: 3 clusters Score -2612203 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2613269.500000 Penalty: 5103.051270
	Iteration 6F: 3 clusters Score -2613270 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2614126.750000 Penalty: 5103.051270
	Iteration 7F: 3 clusters Score -2614127 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2614850.500000 Penalty: 5103.051270
	Iteration 8Q: 3 clusters Score -2614850 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2615431.750000 Penalty: 5103.051270
	Iteration 9Q: 3 clusters Score -2615432 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2615978.250000 Penalty: 5103.051270
	Iteration 10Q: 3 clusters Score -2615978 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2616444.250000 Penalty: 5103.051270
	Iteration 11Q: 3 clusters Score -2616444 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2616864.000000 Penalty: 5103.051270
	Iteration 12Q: 3 clusters Score -2616864 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2617258.000000 Penalty: 5103.051270
	Iteration 13Q: 3 clusters Score -2617258 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2617623.750000 Penalty: 5103.051270
	Iteration 14Q: 3 clusters Score -2617624 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2617936.000000 Penalty: 5103.051270
	Iteration 15Q: 3 clusters Score -2617936 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2618173.500000 Penalty: 5103.051270
	Iteration 16Q: 3 clusters Score -2618174 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2618400.750000 Penalty: 5103.051270
	Iteration 17Q: 3 clusters Score -2618401 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2618619.750000 Penalty: 5103.051270
	Iteration 18Q: 3 clusters Score -2618620 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2618792.500000 Penalty: 5103.051270
	Iteration 19Q: 3 clusters Score -2618792 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2618952.000000 Penalty: 5103.051270
	Iteration 20F: 3 clusters Score -2618952 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2619069.250000 Penalty: 5103.051270
	Iteration 21Q: 3 clusters Score -2619069 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2619154.500000 Penalty: 5103.051270
	Iteration 22Q: 3 clusters Score -2619154 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2619229.250000 Penalty: 5103.051270
	Iteration 23Q: 3 clusters Score -2619229 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2619256.750000 Penalty: 5103.051270
	Iteration 24Q: 3 clusters Score -2619257 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2619290.750000 Penalty: 5103.051270
	Iteration 25Q: 3 clusters Score -2619291 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2619299.000000 Penalty: 5103.051270
	Iteration 26Q: 3 clusters Score -2619299 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2619322.750000 Penalty: 5103.051270
	Iteration 27Q: 3 clusters Score -2619323 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2619329.500000 Penalty: 5103.051270
	Iteration 28Q: 3 clusters Score -2619330 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2619329.250000 Penalty: 5103.051270
	Iteration 29Q: 3 clusters Score -2619329 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2619332.750000 Penalty: 5103.051270
	Iteration 30Q: 3 clusters Score -2619333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2619340.500000 Penalty: 5103.051270
	Iteration 31Q: 3 clusters Score -2619340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2619350.000000 Penalty: 5103.051270
	Iteration 32Q: 3 clusters Score -2619350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2619355.000000 Penalty: 5103.051270
	Iteration 33Q: 3 clusters Score -2619355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2619356.500000 Penalty: 5103.051270
	Iteration 34Q: 3 clusters Score -2619356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2619348.000000 Penalty: 5103.051270
	Iteration 35Q: 3 clusters Score -2619348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2619345.500000 Penalty: 5103.051270
	Iteration 36Q: 3 clusters Score -2619346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2619342.750000 Penalty: 5103.051270
	Iteration 37Q: 3 clusters Score -2619343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2619342.250000 Penalty: 5103.051270
	Iteration 38Q: 3 clusters Score -2619342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2619348.000000 Penalty: 5103.051270
	Iteration 39Q: 3 clusters Score -2619348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2619357.750000 Penalty: 5103.051270
	Iteration 40F: 3 clusters Score -2619358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2619359.750000 Penalty: 5103.051270
	Iteration 41Q: 3 clusters Score -2619360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2619351.750000 Penalty: 5103.051270
	Iteration 42Q: 3 clusters Score -2619352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2619350.000000 Penalty: 5103.051270
	Iteration 43Q: 3 clusters Score -2619350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2619350.500000 Penalty: 5103.051270
	Iteration 44Q: 3 clusters Score -2619350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2619350.500000 Penalty: 5103.051270
	Iteration 45F: 3 clusters Score -2619350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (308353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308353 members 
Entering Unmasked Estep 
Score: -30192568.000000 Penalty: 3134.472168
	Iteration 0F: 2 clusters Score -3.019257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154229 members 
Mstep: Class 2 contains 154124 members 
Entering Unmasked Estep 
Score: -29995582.000000 Penalty: 6268.944336
	Iteration 0F: 3 clusters Score -2.999558e+07 nChanged 149485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157566 members 
Mstep: Class 2 contains 150787 members 
Entering Unmasked Estep 
Score: -30083516.000000 Penalty: 6268.944336
	Iteration 1F: 3 clusters Score -3.008352e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160713 members 
Mstep: Class 2 contains 147640 members 
Entering Unmasked Estep 
Score: -30085390.000000 Penalty: 6268.944336
	Iteration 2Q: 3 clusters Score -3.008539e+07 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165984 members 
Mstep: Class 2 contains 142369 members 
Entering Unmasked Estep 
Score: -30088734.000000 Penalty: 6268.944336
	Iteration 3Q: 3 clusters Score -3.008873e+07 nChanged 14031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174043 members 
Mstep: Class 2 contains 134310 members 
Entering Unmasked Estep 
Score: -30094290.000000 Penalty: 6268.944336
	Iteration 4Q: 3 clusters Score -3.009429e+07 nChanged 17805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185340 members 
Mstep: Class 2 contains 123013 members 
Entering Unmasked Estep 
Score: -30102854.000000 Penalty: 6268.944336
	Iteration 5F: 3 clusters Score -3.010285e+07 nChanged 20968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199594 members 
Mstep: Class 2 contains 108759 members 
Entering Unmasked Estep 
Score: -30113788.000000 Penalty: 6268.944336
	Iteration 6F: 3 clusters Score -3.011379e+07 nChanged 22010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215374 members 
Mstep: Class 2 contains 92979 members 
Entering Unmasked Estep 
Score: -30125944.000000 Penalty: 6268.944336
	Iteration 7F: 3 clusters Score -3.012594e+07 nChanged 19829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230811 members 
Mstep: Class 2 contains 77542 members 
Entering Unmasked Estep 
Score: -30135566.000000 Penalty: 6268.944336
	Iteration 8F: 3 clusters Score -3.013557e+07 nChanged 16606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245197 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -30144486.000000 Penalty: 6268.944336
	Iteration 9F: 3 clusters Score -3.014449e+07 nChanged 13960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258525 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
Score: -30152634.000000 Penalty: 6268.944336
	Iteration 10Q: 3 clusters Score -3.015263e+07 nChanged 12381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270812 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -30160572.000000 Penalty: 6268.944336
	Iteration 11Q: 3 clusters Score -3.016057e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282003 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -30168548.000000 Penalty: 6268.944336
	Iteration 12Q: 3 clusters Score -3.016855e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291471 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -30175776.000000 Penalty: 6268.944336
	Iteration 13Q: 3 clusters Score -3.017578e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298577 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -30181630.000000 Penalty: 6268.944336
	Iteration 14Q: 3 clusters Score -3.018163e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303198 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -30185852.000000 Penalty: 6268.944336
	Iteration 15Q: 3 clusters Score -3.018585e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305519 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -30188042.000000 Penalty: 6268.944336
	Iteration 16Q: 3 clusters Score -3.018804e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306506 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -30189002.000000 Penalty: 6268.944336
	Iteration 17Q: 3 clusters Score -3.0189e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306889 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -30189476.000000 Penalty: 6268.944336
	Iteration 18Q: 3 clusters Score -3.018948e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307039 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -30189732.000000 Penalty: 6268.944336
	Iteration 19Q: 3 clusters Score -3.018973e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307116 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -30189878.000000 Penalty: 6268.944336
	Iteration 20F: 3 clusters Score -3.018988e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307166 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -30189954.000000 Penalty: 6268.944336
	Iteration 21Q: 3 clusters Score -3.018995e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307195 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -30189974.000000 Penalty: 6268.944336
	Iteration 22Q: 3 clusters Score -3.018997e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307209 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -30189994.000000 Penalty: 6268.944336
	Iteration 23Q: 3 clusters Score -3.018999e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307221 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -30190014.000000 Penalty: 6268.944336
	Iteration 24Q: 3 clusters Score -3.019001e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307235 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -30190022.000000 Penalty: 6268.944336
	Iteration 25Q: 3 clusters Score -3.019002e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307243 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -30190020.000000 Penalty: 6268.944336
	Iteration 26Q: 3 clusters Score -3.019002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307250 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -30190036.000000 Penalty: 6268.944336
	Iteration 27Q: 3 clusters Score -3.019004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307253 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -30190020.000000 Penalty: 6268.944336
	Iteration 28Q: 3 clusters Score -3.019002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307254 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -30190008.000000 Penalty: 6268.944336
	Iteration 29Q: 3 clusters Score -3.019001e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307253 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -30190040.000000 Penalty: 6268.944336
	Iteration 30Q: 3 clusters Score -3.019004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307254 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -30190026.000000 Penalty: 6268.944336
	Iteration 31Q: 3 clusters Score -3.019003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307258 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -30190036.000000 Penalty: 6268.944336
	Iteration 32Q: 3 clusters Score -3.019004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307262 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -30190078.000000 Penalty: 6268.944336
	Iteration 33Q: 3 clusters Score -3.019008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307268 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -30190080.000000 Penalty: 6268.944336
	Iteration 34Q: 3 clusters Score -3.019008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307268 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -30190072.000000 Penalty: 6268.944336
	Iteration 35Q: 3 clusters Score -3.019007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307268 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -30190074.000000 Penalty: 6268.944336
	Iteration 36Q: 3 clusters Score -3.019007e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307273 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -30190100.000000 Penalty: 6268.944336
	Iteration 37Q: 3 clusters Score -3.01901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307269 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -30190104.000000 Penalty: 6268.944336
	Iteration 38Q: 3 clusters Score -3.01901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307273 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -30190122.000000 Penalty: 6268.944336
	Iteration 39Q: 3 clusters Score -3.019012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307280 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -30190106.000000 Penalty: 6268.944336
	Iteration 40F: 3 clusters Score -3.019011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307287 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -30190118.000000 Penalty: 6268.944336
	Iteration 41Q: 3 clusters Score -3.019012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307294 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -30190116.000000 Penalty: 6268.944336
	Iteration 42Q: 3 clusters Score -3.019012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307296 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -30190116.000000 Penalty: 6268.944336
	Iteration 43Q: 3 clusters Score -3.019012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307301 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -30190104.000000 Penalty: 6268.944336
	Iteration 44Q: 3 clusters Score -3.01901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307303 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -30190118.000000 Penalty: 6268.944336
	Iteration 45Q: 3 clusters Score -3.019012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307308 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -30190126.000000 Penalty: 6268.944336
	Iteration 46Q: 3 clusters Score -3.019013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307311 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -30190124.000000 Penalty: 6268.944336
	Iteration 47Q: 3 clusters Score -3.019012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307310 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -30190138.000000 Penalty: 6268.944336
	Iteration 48Q: 3 clusters Score -3.019014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307312 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -30190140.000000 Penalty: 6268.944336
	Iteration 49Q: 3 clusters Score -3.019014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307314 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -30190132.000000 Penalty: 6268.944336
	Iteration 50Q: 3 clusters Score -3.019013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307315 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -30190140.000000 Penalty: 6268.944336
	Iteration 51Q: 3 clusters Score -3.019014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307314 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -30190134.000000 Penalty: 6268.944336
	Iteration 52Q: 3 clusters Score -3.019013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307314 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -30190134.000000 Penalty: 6268.944336
	Iteration 53F: 3 clusters Score -3.019013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (97675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97675 members 
Entering Unmasked Estep 
Score: -9413511.000000 Penalty: 2849.371338
	Iteration 0F: 2 clusters Score -9413511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -9348022.000000 Penalty: 5698.742676
	Iteration 0F: 3 clusters Score -9348022 nChanged 46131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -9374213.000000 Penalty: 5698.742676
	Iteration 1F: 3 clusters Score -9374213 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -9375108.000000 Penalty: 5698.742676
	Iteration 2Q: 3 clusters Score -9375108 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -9376026.000000 Penalty: 5698.742676
	Iteration 3Q: 3 clusters Score -9376026 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -9377096.000000 Penalty: 5698.742676
	Iteration 4Q: 3 clusters Score -9377096 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -9378432.000000 Penalty: 5698.742676
	Iteration 5Q: 3 clusters Score -9378432 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -9380117.000000 Penalty: 5698.742676
	Iteration 6Q: 3 clusters Score -9380117 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -9382315.000000 Penalty: 5698.742676
	Iteration 7Q: 3 clusters Score -9382315 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -9384929.000000 Penalty: 5698.742676
	Iteration 8F: 3 clusters Score -9384929 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -9387720.000000 Penalty: 5698.742676
	Iteration 9F: 3 clusters Score -9387720 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 58534 members 
Entering Unmasked Estep 
Score: -9390282.000000 Penalty: 5698.742676
	Iteration 10F: 3 clusters Score -9390282 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -9392367.000000 Penalty: 5698.742676
	Iteration 11Q: 3 clusters Score -9392367 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -9394228.000000 Penalty: 5698.742676
	Iteration 12Q: 3 clusters Score -9394228 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -9395775.000000 Penalty: 5698.742676
	Iteration 13Q: 3 clusters Score -9395775 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 65380 members 
Entering Unmasked Estep 
Score: -9397217.000000 Penalty: 5698.742676
	Iteration 14Q: 3 clusters Score -9397217 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -9398495.000000 Penalty: 5698.742676
	Iteration 15Q: 3 clusters Score -9398495 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 68160 members 
Entering Unmasked Estep 
Score: -9399583.000000 Penalty: 5698.742676
	Iteration 16Q: 3 clusters Score -9399583 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -9400532.000000 Penalty: 5698.742676
	Iteration 17Q: 3 clusters Score -9400532 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 70404 members 
Entering Unmasked Estep 
Score: -9401324.000000 Penalty: 5698.742676
	Iteration 18Q: 3 clusters Score -9401324 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 71431 members 
Entering Unmasked Estep 
Score: -9401939.000000 Penalty: 5698.742676
	Iteration 19Q: 3 clusters Score -9401939 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -9402412.000000 Penalty: 5698.742676
	Iteration 20F: 3 clusters Score -9402412 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 73407 members 
Entering Unmasked Estep 
Score: -9402884.000000 Penalty: 5698.742676
	Iteration 21Q: 3 clusters Score -9402884 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -9403313.000000 Penalty: 5698.742676
	Iteration 22Q: 3 clusters Score -9403313 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 75501 members 
Entering Unmasked Estep 
Score: -9403802.000000 Penalty: 5698.742676
	Iteration 23Q: 3 clusters Score -9403802 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 76543 members 
Entering Unmasked Estep 
Score: -9404255.000000 Penalty: 5698.742676
	Iteration 24Q: 3 clusters Score -9404255 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 77581 members 
Entering Unmasked Estep 
Score: -9404718.000000 Penalty: 5698.742676
	Iteration 25Q: 3 clusters Score -9404718 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 78607 members 
Entering Unmasked Estep 
Score: -9405106.000000 Penalty: 5698.742676
	Iteration 26Q: 3 clusters Score -9405106 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 79601 members 
Entering Unmasked Estep 
Score: -9405481.000000 Penalty: 5698.742676
	Iteration 27Q: 3 clusters Score -9405481 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -9405815.000000 Penalty: 5698.742676
	Iteration 28Q: 3 clusters Score -9405815 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 81451 members 
Entering Unmasked Estep 
Score: -9406066.000000 Penalty: 5698.742676
	Iteration 29Q: 3 clusters Score -9406066 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 82346 members 
Entering Unmasked Estep 
Score: -9406356.000000 Penalty: 5698.742676
	Iteration 30Q: 3 clusters Score -9406356 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 83240 members 
Entering Unmasked Estep 
Score: -9406657.000000 Penalty: 5698.742676
	Iteration 31Q: 3 clusters Score -9406657 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -9406909.000000 Penalty: 5698.742676
	Iteration 32Q: 3 clusters Score -9406909 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 84966 members 
Entering Unmasked Estep 
Score: -9407139.000000 Penalty: 5698.742676
	Iteration 33Q: 3 clusters Score -9407139 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 85815 members 
Entering Unmasked Estep 
Score: -9407376.000000 Penalty: 5698.742676
	Iteration 34Q: 3 clusters Score -9407376 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -9407661.000000 Penalty: 5698.742676
	Iteration 35Q: 3 clusters Score -9407661 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 87532 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9407866 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 88345 members 
Entering Unmasked Estep 
Score: -9408158.000000 Penalty: 5698.742676
	Iteration 37Q: 3 clusters Score -9408158 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 89117 members 
Entering Unmasked Estep 
Score: -9408381.000000 Penalty: 5698.742676
	Iteration 38Q: 3 clusters Score -9408381 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 89865 members 
Entering Unmasked Estep 
Score: -9408640.000000 Penalty: 5698.742676
	Iteration 39Q: 3 clusters Score -9408640 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 90622 members 
Entering Unmasked Estep 
Score: -9408899.000000 Penalty: 5698.742676
	Iteration 40F: 3 clusters Score -9408899 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -9409152.000000 Penalty: 5698.742676
	Iteration 41Q: 3 clusters Score -9409152 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 92047 members 
Entering Unmasked Estep 
Score: -9409433.000000 Penalty: 5698.742676
	Iteration 42Q: 3 clusters Score -9409433 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 92701 members 
Entering Unmasked Estep 
Score: -9409729.000000 Penalty: 5698.742676
	Iteration 43Q: 3 clusters Score -9409729 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 93270 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9409998 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -9410263.000000 Penalty: 5698.742676
	Iteration 45Q: 3 clusters Score -9410263 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 94209 members 
Entering Unmasked Estep 
Score: -9410451.000000 Penalty: 5698.742676
	Iteration 46Q: 3 clusters Score -9410451 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 94579 members 
Entering Unmasked Estep 
Score: -9410626.000000 Penalty: 5698.742676
	Iteration 47Q: 3 clusters Score -9410626 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 94855 members 
Entering Unmasked Estep 
Score: -9410779.000000 Penalty: 5698.742676
	Iteration 48Q: 3 clusters Score -9410779 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 95071 members 
Entering Unmasked Estep 
Score: -9410892.000000 Penalty: 5698.742676
	Iteration 49Q: 3 clusters Score -9410892 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -9410986.000000 Penalty: 5698.742676
	Iteration 50Q: 3 clusters Score -9410986 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 95402 members 
Entering Unmasked Estep 
Score: -9411075.000000 Penalty: 5698.742676
	Iteration 51Q: 3 clusters Score -9411075 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 95523 members 
Entering Unmasked Estep 
Score: -9411117.000000 Penalty: 5698.742676
	Iteration 52Q: 3 clusters Score -9411117 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 95621 members 
Entering Unmasked Estep 
Score: -9411174.000000 Penalty: 5698.742676
	Iteration 53Q: 3 clusters Score -9411174 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 95696 members 
Entering Unmasked Estep 
Score: -9411247.000000 Penalty: 5698.742676
	Iteration 54Q: 3 clusters Score -9411247 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 95767 members 
Entering Unmasked Estep 
Score: -9411295.000000 Penalty: 5698.742676
	Iteration 55Q: 3 clusters Score -9411295 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 95820 members 
Entering Unmasked Estep 
Score: -9411326.000000 Penalty: 5698.742676
	Iteration 56Q: 3 clusters Score -9411326 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 95861 members 
Entering Unmasked Estep 
Score: -9411358.000000 Penalty: 5698.742676
	Iteration 57Q: 3 clusters Score -9411358 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 95902 members 
Entering Unmasked Estep 
Score: -9411389.000000 Penalty: 5698.742676
	Iteration 58Q: 3 clusters Score -9411389 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 95931 members 
Entering Unmasked Estep 
Score: -9411400.000000 Penalty: 5698.742676
	Iteration 59Q: 3 clusters Score -9411400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -9411417.000000 Penalty: 5698.742676
	Iteration 60F: 3 clusters Score -9411417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -9411432.000000 Penalty: 5698.742676
	Iteration 61Q: 3 clusters Score -9411432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 95976 members 
Entering Unmasked Estep 
Score: -9411439.000000 Penalty: 5698.742676
	Iteration 62Q: 3 clusters Score -9411439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 95980 members 
Entering Unmasked Estep 
Score: -9411431.000000 Penalty: 5698.742676
	Iteration 63Q: 3 clusters Score -9411431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 95982 members 
Entering Unmasked Estep 
Score: -9411434.000000 Penalty: 5698.742676
	Iteration 64Q: 3 clusters Score -9411434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 95978 members 
Entering Unmasked Estep 
Score: -9411438.000000 Penalty: 5698.742676
	Iteration 65Q: 3 clusters Score -9411438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 95978 members 
Entering Unmasked Estep 
Score: -9411436.000000 Penalty: 5698.742676
	Iteration 66Q: 3 clusters Score -9411436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 95978 members 
Entering Unmasked Estep 
Score: -9411442.000000 Penalty: 5698.742676
	Iteration 67Q: 3 clusters Score -9411442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 95975 members 
Entering Unmasked Estep 
Score: -9411452.000000 Penalty: 5698.742676
	Iteration 68Q: 3 clusters Score -9411452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 95979 members 
Entering Unmasked Estep 
Score: -9411458.000000 Penalty: 5698.742676
	Iteration 69Q: 3 clusters Score -9411458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 95981 members 
Entering Unmasked Estep 
Score: -9411470.000000 Penalty: 5698.742676
	Iteration 70Q: 3 clusters Score -9411470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 95980 members 
Entering Unmasked Estep 
Score: -9411464.000000 Penalty: 5698.742676
	Iteration 71Q: 3 clusters Score -9411464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 95972 members 
Entering Unmasked Estep 
Score: -9411470.000000 Penalty: 5698.742676
	Iteration 72Q: 3 clusters Score -9411470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 95964 members 
Entering Unmasked Estep 
Score: -9411463.000000 Penalty: 5698.742676
	Iteration 73Q: 3 clusters Score -9411463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 95965 members 
Entering Unmasked Estep 
Score: -9411464.000000 Penalty: 5698.742676
	Iteration 74Q: 3 clusters Score -9411464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 95970 members 
Entering Unmasked Estep 
Score: -9411464.000000 Penalty: 5698.742676
	Iteration 75Q: 3 clusters Score -9411464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 95968 members 
Entering Unmasked Estep 
Score: -9411475.000000 Penalty: 5698.742676
	Iteration 76Q: 3 clusters Score -9411475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 95963 members 
Entering Unmasked Estep 
Score: -9411483.000000 Penalty: 5698.742676
	Iteration 77Q: 3 clusters Score -9411483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 95959 members 
Entering Unmasked Estep 
Score: -9411477.000000 Penalty: 5698.742676
	Iteration 78Q: 3 clusters Score -9411477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 95960 members 
Entering Unmasked Estep 
Score: -9411475.000000 Penalty: 5698.742676
	Iteration 79Q: 3 clusters Score -9411475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 95962 members 
Entering Unmasked Estep 
Score: -9411476.000000 Penalty: 5698.742676
	Iteration 80F: 3 clusters Score -9411476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 95961 members 
Entering Unmasked Estep 
Score: -9411480.000000 Penalty: 5698.742676
	Iteration 81Q: 3 clusters Score -9411480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 95959 members 
Entering Unmasked Estep 
Score: -9411482.000000 Penalty: 5698.742676
	Iteration 82Q: 3 clusters Score -9411482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 95956 members 
Entering Unmasked Estep 
Score: -9411475.000000 Penalty: 5698.742676
	Iteration 83Q: 3 clusters Score -9411475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -9411481.000000 Penalty: 5698.742676
	Iteration 84Q: 3 clusters Score -9411481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 95950 members 
Entering Unmasked Estep 
Score: -9411480.000000 Penalty: 5698.742676
	Iteration 85Q: 3 clusters Score -9411480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 95952 members 
Entering Unmasked Estep 
Score: -9411491.000000 Penalty: 5698.742676
	Iteration 86Q: 3 clusters Score -9411491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -9411487.000000 Penalty: 5698.742676
	Iteration 87Q: 3 clusters Score -9411487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 95954 members 
Entering Unmasked Estep 
Score: -9411488.000000 Penalty: 5698.742676
	Iteration 88Q: 3 clusters Score -9411488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 95955 members 
Entering Unmasked Estep 
Score: -9411484.000000 Penalty: 5698.742676
	Iteration 89Q: 3 clusters Score -9411484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 95954 members 
Entering Unmasked Estep 
Score: -9411484.000000 Penalty: 5698.742676
	Iteration 90Q: 3 clusters Score -9411484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 95954 members 
Entering Unmasked Estep 
Score: -9411487.000000 Penalty: 5698.742676
	Iteration 91Q: 3 clusters Score -9411487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -9411489.000000 Penalty: 5698.742676
	Iteration 92Q: 3 clusters Score -9411489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 95951 members 
Entering Unmasked Estep 
Score: -9411487.000000 Penalty: 5698.742676
	Iteration 93Q: 3 clusters Score -9411487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 95951 members 
Entering Unmasked Estep 
Score: -9411484.000000 Penalty: 5698.742676
	Iteration 94Q: 3 clusters Score -9411484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 95951 members 
Entering Unmasked Estep 
Score: -9411491.000000 Penalty: 5698.742676
	Iteration 95Q: 3 clusters Score -9411491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 95950 members 
Entering Unmasked Estep 
Score: -9411492.000000 Penalty: 5698.742676
	Iteration 96Q: 3 clusters Score -9411492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 95951 members 
Entering Unmasked Estep 
Score: -9411495.000000 Penalty: 5698.742676
	Iteration 97Q: 3 clusters Score -9411495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 95951 members 
Entering Unmasked Estep 
Score: -9411495.000000 Penalty: 5698.742676
	Iteration 98F: 3 clusters Score -9411495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Entering Unmasked Estep 
Score: -767243.250000 Penalty: 2218.862305
	Iteration 0F: 2 clusters Score -767243.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -760984.500000 Penalty: 4437.724609
	Iteration 0F: 3 clusters Score -760984.5 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -762609.625000 Penalty: 4437.724609
	Iteration 1F: 3 clusters Score -762609.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -762863.750000 Penalty: 4437.724609
	Iteration 2F: 3 clusters Score -762863.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -763033.062500 Penalty: 4437.724609
	Iteration 3F: 3 clusters Score -763033.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -763147.125000 Penalty: 4437.724609
	Iteration 4Q: 3 clusters Score -763147.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -763237.437500 Penalty: 4437.724609
	Iteration 5Q: 3 clusters Score -763237.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -763302.437500 Penalty: 4437.724609
	Iteration 6Q: 3 clusters Score -763302.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -763358.312500 Penalty: 4437.724609
	Iteration 7Q: 3 clusters Score -763358.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -763407.125000 Penalty: 4437.724609
	Iteration 8Q: 3 clusters Score -763407.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -763439.500000 Penalty: 4437.724609
	Iteration 9Q: 3 clusters Score -763439.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -763472.500000 Penalty: 4437.724609
	Iteration 10Q: 3 clusters Score -763472.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -763507.125000 Penalty: 4437.724609
	Iteration 11Q: 3 clusters Score -763507.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -763555.625000 Penalty: 4437.724609
	Iteration 12Q: 3 clusters Score -763555.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -763613.375000 Penalty: 4437.724609
	Iteration 13Q: 3 clusters Score -763613.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -763682.937500 Penalty: 4437.724609
	Iteration 14Q: 3 clusters Score -763682.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -763765.562500 Penalty: 4437.724609
	Iteration 15Q: 3 clusters Score -763765.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -763844.062500 Penalty: 4437.724609
	Iteration 16Q: 3 clusters Score -763844.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -763909.812500 Penalty: 4437.724609
	Iteration 17Q: 3 clusters Score -763909.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -763985.062500 Penalty: 4437.724609
	Iteration 18Q: 3 clusters Score -763985.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -764073.500000 Penalty: 4437.724609
	Iteration 19Q: 3 clusters Score -764073.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -764158.750000 Penalty: 4437.724609
	Iteration 20F: 3 clusters Score -764158.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -764268.812500 Penalty: 4437.724609
	Iteration 21Q: 3 clusters Score -764268.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -764384.125000 Penalty: 4437.724609
	Iteration 22Q: 3 clusters Score -764384.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -764494.812500 Penalty: 4437.724609
	Iteration 23Q: 3 clusters Score -764494.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -764616.937500 Penalty: 4437.724609
	Iteration 24Q: 3 clusters Score -764616.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -764712.187500 Penalty: 4437.724609
	Iteration 25Q: 3 clusters Score -764712.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -764797.437500 Penalty: 4437.724609
	Iteration 26Q: 3 clusters Score -764797.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -764888.937500 Penalty: 4437.724609
	Iteration 27Q: 3 clusters Score -764888.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -764966.937500 Penalty: 4437.724609
	Iteration 28Q: 3 clusters Score -764966.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -765024.312500 Penalty: 4437.724609
	Iteration 29Q: 3 clusters Score -765024.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -765083.500000 Penalty: 4437.724609
	Iteration 30Q: 3 clusters Score -765083.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -765130.812500 Penalty: 4437.724609
	Iteration 31Q: 3 clusters Score -765130.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -765168.000000 Penalty: 4437.724609
	Iteration 32Q: 3 clusters Score -765168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -765199.125000 Penalty: 4437.724609
	Iteration 33Q: 3 clusters Score -765199.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -765223.125000 Penalty: 4437.724609
	Iteration 34Q: 3 clusters Score -765223.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -765241.687500 Penalty: 4437.724609
	Iteration 35Q: 3 clusters Score -765241.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -765251.375000 Penalty: 4437.724609
	Iteration 36Q: 3 clusters Score -765251.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -765267.062500 Penalty: 4437.724609
	Iteration 37Q: 3 clusters Score -765267.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -765278.062500 Penalty: 4437.724609
	Iteration 38Q: 3 clusters Score -765278.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -765286.750000 Penalty: 4437.724609
	Iteration 39Q: 3 clusters Score -765286.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -765299.187500 Penalty: 4437.724609
	Iteration 40F: 3 clusters Score -765299.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -765308.000000 Penalty: 4437.724609
	Iteration 41Q: 3 clusters Score -765308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -765317.625000 Penalty: 4437.724609
	Iteration 42Q: 3 clusters Score -765317.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -765326.187500 Penalty: 4437.724609
	Iteration 43Q: 3 clusters Score -765326.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -765335.062500 Penalty: 4437.724609
	Iteration 44Q: 3 clusters Score -765335.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -765342.062500 Penalty: 4437.724609
	Iteration 45Q: 3 clusters Score -765342.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -765347.250000 Penalty: 4437.724609
	Iteration 46Q: 3 clusters Score -765347.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -765349.625000 Penalty: 4437.724609
	Iteration 47Q: 3 clusters Score -765349.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -765349.625000 Penalty: 4437.724609
	Iteration 48F: 3 clusters Score -765349.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Entering Unmasked Estep 
Score: -1688485.250000 Penalty: 2439.078613
	Iteration 0F: 2 clusters Score -1688485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1675231.750000 Penalty: 4878.157227
	Iteration 0F: 3 clusters Score -1675232 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1679935.750000 Penalty: 4878.157227
	Iteration 1F: 3 clusters Score -1679936 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1680554.125000 Penalty: 4878.157227
	Iteration 2F: 3 clusters Score -1680554 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1681209.750000 Penalty: 4878.157227
	Iteration 3F: 3 clusters Score -1681210 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1681978.375000 Penalty: 4878.157227
	Iteration 4F: 3 clusters Score -1681978 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1682988.375000 Penalty: 4878.157227
	Iteration 5F: 3 clusters Score -1682988 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1684327.875000 Penalty: 4878.157227
	Iteration 6F: 3 clusters Score -1684328 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1685783.750000 Penalty: 4878.157227
	Iteration 7F: 3 clusters Score -1685784 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1686885.875000 Penalty: 4878.157227
	Iteration 8F: 3 clusters Score -1686886 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1687466.875000 Penalty: 4878.157227
	Iteration 9Q: 3 clusters Score -1687467 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1687791.625000 Penalty: 4878.157227
	Iteration 10Q: 3 clusters Score -1687792 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1687970.125000 Penalty: 4878.157227
	Iteration 11Q: 3 clusters Score -1687970 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1688107.125000 Penalty: 4878.157227
	Iteration 12Q: 3 clusters Score -1688107 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1688195.125000 Penalty: 4878.157227
	Iteration 13Q: 3 clusters Score -1688195 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1688255.750000 Penalty: 4878.157227
	Iteration 14Q: 3 clusters Score -1688256 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1688280.875000 Penalty: 4878.157227
	Iteration 15Q: 3 clusters Score -1688281 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1688304.250000 Penalty: 4878.157227
	Iteration 16Q: 3 clusters Score -1688304 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1688314.500000 Penalty: 4878.157227
	Iteration 17Q: 3 clusters Score -1688314 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1688320.375000 Penalty: 4878.157227
	Iteration 18Q: 3 clusters Score -1688320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1688324.750000 Penalty: 4878.157227
	Iteration 19Q: 3 clusters Score -1688325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1688329.625000 Penalty: 4878.157227
	Iteration 20F: 3 clusters Score -1688330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1688331.125000 Penalty: 4878.157227
	Iteration 21Q: 3 clusters Score -1688331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1688334.875000 Penalty: 4878.157227
	Iteration 22Q: 3 clusters Score -1688335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1688335.750000 Penalty: 4878.157227
	Iteration 23Q: 3 clusters Score -1688336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1688339.625000 Penalty: 4878.157227
	Iteration 24Q: 3 clusters Score -1688340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1688341.375000 Penalty: 4878.157227
	Iteration 25Q: 3 clusters Score -1688341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1688343.000000 Penalty: 4878.157227
	Iteration 26Q: 3 clusters Score -1688343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1688345.500000 Penalty: 4878.157227
	Iteration 27Q: 3 clusters Score -1688346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1688346.625000 Penalty: 4878.157227
	Iteration 28Q: 3 clusters Score -1688347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1688349.000000 Penalty: 4878.157227
	Iteration 29Q: 3 clusters Score -1688349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1688350.125000 Penalty: 4878.157227
	Iteration 30Q: 3 clusters Score -1688350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1688351.875000 Penalty: 4878.157227
	Iteration 31Q: 3 clusters Score -1688352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1688351.000000 Penalty: 4878.157227
	Iteration 32Q: 3 clusters Score -1688351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1688349.250000 Penalty: 4878.157227
	Iteration 33Q: 3 clusters Score -1688349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1688348.250000 Penalty: 4878.157227
	Iteration 34Q: 3 clusters Score -1688348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1688350.500000 Penalty: 4878.157227
	Iteration 35Q: 3 clusters Score -1688350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1688351.625000 Penalty: 4878.157227
	Iteration 36Q: 3 clusters Score -1688352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1688352.500000 Penalty: 4878.157227
	Iteration 37Q: 3 clusters Score -1688352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1688352.500000 Penalty: 4878.157227
	Iteration 38F: 3 clusters Score -1688352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Entering Unmasked Estep 
Score: -785556.125000 Penalty: 2244.617188
	Iteration 0F: 2 clusters Score -785556.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -778761.375000 Penalty: 4489.234375
	Iteration 0F: 3 clusters Score -778761.4 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -780707.000000 Penalty: 4489.234375
	Iteration 1F: 3 clusters Score -780707 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -781045.187500 Penalty: 4489.234375
	Iteration 2F: 3 clusters Score -781045.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -781317.937500 Penalty: 4489.234375
	Iteration 3F: 3 clusters Score -781317.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -781600.062500 Penalty: 4489.234375
	Iteration 4F: 3 clusters Score -781600.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -781901.312500 Penalty: 4489.234375
	Iteration 5F: 3 clusters Score -781901.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -782182.375000 Penalty: 4489.234375
	Iteration 6Q: 3 clusters Score -782182.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -782466.687500 Penalty: 4489.234375
	Iteration 7Q: 3 clusters Score -782466.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -782744.312500 Penalty: 4489.234375
	Iteration 8Q: 3 clusters Score -782744.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -783023.312500 Penalty: 4489.234375
	Iteration 9Q: 3 clusters Score -783023.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -783253.187500 Penalty: 4489.234375
	Iteration 10Q: 3 clusters Score -783253.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -783429.187500 Penalty: 4489.234375
	Iteration 11Q: 3 clusters Score -783429.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -783555.000000 Penalty: 4489.234375
	Iteration 12Q: 3 clusters Score -783555 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -783661.062500 Penalty: 4489.234375
	Iteration 13Q: 3 clusters Score -783661.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -783740.312500 Penalty: 4489.234375
	Iteration 14Q: 3 clusters Score -783740.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -783802.000000 Penalty: 4489.234375
	Iteration 15Q: 3 clusters Score -783802 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -783842.562500 Penalty: 4489.234375
	Iteration 16Q: 3 clusters Score -783842.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -783872.375000 Penalty: 4489.234375
	Iteration 17Q: 3 clusters Score -783872.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -783893.250000 Penalty: 4489.234375
	Iteration 18Q: 3 clusters Score -783893.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -783911.375000 Penalty: 4489.234375
	Iteration 19Q: 3 clusters Score -783911.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -783924.375000 Penalty: 4489.234375
	Iteration 20F: 3 clusters Score -783924.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -783937.812500 Penalty: 4489.234375
	Iteration 21Q: 3 clusters Score -783937.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -783955.375000 Penalty: 4489.234375
	Iteration 22Q: 3 clusters Score -783955.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -783972.937500 Penalty: 4489.234375
	Iteration 23Q: 3 clusters Score -783972.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -783983.312500 Penalty: 4489.234375
	Iteration 24Q: 3 clusters Score -783983.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -783996.500000 Penalty: 4489.234375
	Iteration 25Q: 3 clusters Score -783996.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -784018.437500 Penalty: 4489.234375
	Iteration 26Q: 3 clusters Score -784018.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -784032.812500 Penalty: 4489.234375
	Iteration 27Q: 3 clusters Score -784032.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -784042.562500 Penalty: 4489.234375
	Iteration 28Q: 3 clusters Score -784042.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -784053.937500 Penalty: 4489.234375
	Iteration 29Q: 3 clusters Score -784053.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -784067.312500 Penalty: 4489.234375
	Iteration 30Q: 3 clusters Score -784067.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -784079.562500 Penalty: 4489.234375
	Iteration 31Q: 3 clusters Score -784079.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -784089.125000 Penalty: 4489.234375
	Iteration 32Q: 3 clusters Score -784089.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -784095.187500 Penalty: 4489.234375
	Iteration 33Q: 3 clusters Score -784095.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -784097.250000 Penalty: 4489.234375
	Iteration 34Q: 3 clusters Score -784097.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -784099.687500 Penalty: 4489.234375
	Iteration 35Q: 3 clusters Score -784099.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -784100.000000 Penalty: 4489.234375
	Iteration 36Q: 3 clusters Score -784100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -784104.250000 Penalty: 4489.234375
	Iteration 37Q: 3 clusters Score -784104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -784102.562500 Penalty: 4489.234375
	Iteration 38Q: 3 clusters Score -784102.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -784104.875000 Penalty: 4489.234375
	Iteration 39Q: 3 clusters Score -784104.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -784105.062500 Penalty: 4489.234375
	Iteration 40F: 3 clusters Score -784105.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -784108.500000 Penalty: 4489.234375
	Iteration 41Q: 3 clusters Score -784108.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -784109.312500 Penalty: 4489.234375
	Iteration 42Q: 3 clusters Score -784109.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -784108.312500 Penalty: 4489.234375
	Iteration 43Q: 3 clusters Score -784108.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -784108.312500 Penalty: 4489.234375
	Iteration 44F: 3 clusters Score -784108.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (224953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224953 members 
Entering Unmasked Estep 
Score: -22109140.000000 Penalty: 3056.264404
	Iteration 0F: 2 clusters Score -2.210914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112193 members 
Mstep: Class 2 contains 112760 members 
Entering Unmasked Estep 
Score: -21960056.000000 Penalty: 6112.528809
	Iteration 0F: 3 clusters Score -2.196006e+07 nChanged 108514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105755 members 
Mstep: Class 2 contains 119198 members 
Entering Unmasked Estep 
Score: -22023506.000000 Penalty: 6112.528809
	Iteration 1F: 3 clusters Score -2.202351e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101756 members 
Mstep: Class 2 contains 123197 members 
Entering Unmasked Estep 
Score: -22025058.000000 Penalty: 6112.528809
	Iteration 2Q: 3 clusters Score -2.202506e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95483 members 
Mstep: Class 2 contains 129470 members 
Entering Unmasked Estep 
Score: -22027480.000000 Penalty: 6112.528809
	Iteration 3Q: 3 clusters Score -2.202748e+07 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85730 members 
Mstep: Class 2 contains 139223 members 
Entering Unmasked Estep 
Score: -22032418.000000 Penalty: 6112.528809
	Iteration 4Q: 3 clusters Score -2.203242e+07 nChanged 15153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71419 members 
Mstep: Class 2 contains 153534 members 
Entering Unmasked Estep 
Score: -22041952.000000 Penalty: 6112.528809
	Iteration 5F: 3 clusters Score -2.204195e+07 nChanged 19271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 172247 members 
Entering Unmasked Estep 
Score: -22057748.000000 Penalty: 6112.528809
	Iteration 6F: 3 clusters Score -2.205775e+07 nChanged 20446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 192413 members 
Entering Unmasked Estep 
Score: -22077258.000000 Penalty: 6112.528809
	Iteration 7F: 3 clusters Score -2.207726e+07 nChanged 16267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 208592 members 
Entering Unmasked Estep 
Score: -22092496.000000 Penalty: 6112.528809
	Iteration 8F: 3 clusters Score -2.20925e+07 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 217748 members 
Entering Unmasked Estep 
Score: -22100684.000000 Penalty: 6112.528809
	Iteration 9Q: 3 clusters Score -2.210068e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 221918 members 
Entering Unmasked Estep 
Score: -22104218.000000 Penalty: 6112.528809
	Iteration 10Q: 3 clusters Score -2.210422e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 223508 members 
Entering Unmasked Estep 
Score: -22105470.000000 Penalty: 6112.528809
	Iteration 11Q: 3 clusters Score -2.210547e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 224105 members 
Entering Unmasked Estep 
Score: -22105994.000000 Penalty: 6112.528809
	Iteration 12Q: 3 clusters Score -2.210599e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 224313 members 
Entering Unmasked Estep 
Score: -22106220.000000 Penalty: 6112.528809
	Iteration 13Q: 3 clusters Score -2.210622e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 224400 members 
Entering Unmasked Estep 
Score: -22106266.000000 Penalty: 6112.528809
	Iteration 14Q: 3 clusters Score -2.210627e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 224450 members 
Entering Unmasked Estep 
Score: -22106348.000000 Penalty: 6112.528809
	Iteration 15Q: 3 clusters Score -2.210635e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 224479 members 
Entering Unmasked Estep 
Score: -22106394.000000 Penalty: 6112.528809
	Iteration 16Q: 3 clusters Score -2.210639e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 224492 members 
Entering Unmasked Estep 
Score: -22106416.000000 Penalty: 6112.528809
	Iteration 17Q: 3 clusters Score -2.210642e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 224512 members 
Entering Unmasked Estep 
Score: -22106432.000000 Penalty: 6112.528809
	Iteration 18Q: 3 clusters Score -2.210643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 224514 members 
Entering Unmasked Estep 
Score: -22106446.000000 Penalty: 6112.528809
	Iteration 19Q: 3 clusters Score -2.210645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 224521 members 
Entering Unmasked Estep 
Score: -22106460.000000 Penalty: 6112.528809
	Iteration 20F: 3 clusters Score -2.210646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 224534 members 
Entering Unmasked Estep 
Score: -22106476.000000 Penalty: 6112.528809
	Iteration 21Q: 3 clusters Score -2.210648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 224538 members 
Entering Unmasked Estep 
Score: -22106478.000000 Penalty: 6112.528809
	Iteration 22Q: 3 clusters Score -2.210648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 224542 members 
Entering Unmasked Estep 
Score: -22106466.000000 Penalty: 6112.528809
	Iteration 23Q: 3 clusters Score -2.210647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 224549 members 
Entering Unmasked Estep 
Score: -22106476.000000 Penalty: 6112.528809
	Iteration 24Q: 3 clusters Score -2.210648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 224552 members 
Entering Unmasked Estep 
Score: -22106480.000000 Penalty: 6112.528809
	Iteration 25Q: 3 clusters Score -2.210648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 224553 members 
Entering Unmasked Estep 
Score: -22106494.000000 Penalty: 6112.528809
	Iteration 26Q: 3 clusters Score -2.210649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 224554 members 
Entering Unmasked Estep 
Score: -22106500.000000 Penalty: 6112.528809
	Iteration 27Q: 3 clusters Score -2.21065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 224556 members 
Entering Unmasked Estep 
Score: -22106490.000000 Penalty: 6112.528809
	Iteration 28Q: 3 clusters Score -2.210649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 224556 members 
Entering Unmasked Estep 
Score: -22106490.000000 Penalty: 6112.528809
	Iteration 29F: 3 clusters Score -2.210649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65347 members 
Entering Unmasked Estep 
Score: -6331182.500000 Penalty: 2749.691895
	Iteration 0F: 2 clusters Score -6331182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -6287307.000000 Penalty: 5499.383789
	Iteration 0F: 3 clusters Score -6287307 nChanged 30564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -6305254.500000 Penalty: 5499.383789
	Iteration 1F: 3 clusters Score -6305254 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -6306570.500000 Penalty: 5499.383789
	Iteration 2Q: 3 clusters Score -6306570 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -6308134.500000 Penalty: 5499.383789
	Iteration 3F: 3 clusters Score -6308134 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -6309972.000000 Penalty: 5499.383789
	Iteration 4F: 3 clusters Score -6309972 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -6311993.500000 Penalty: 5499.383789
	Iteration 5F: 3 clusters Score -6311994 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -6314014.000000 Penalty: 5499.383789
	Iteration 6F: 3 clusters Score -6314014 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -6316208.500000 Penalty: 5499.383789
	Iteration 7F: 3 clusters Score -6316208 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -6318549.500000 Penalty: 5499.383789
	Iteration 8F: 3 clusters Score -6318550 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -6320850.500000 Penalty: 5499.383789
	Iteration 9F: 3 clusters Score -6320850 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -6322987.000000 Penalty: 5499.383789
	Iteration 10Q: 3 clusters Score -6322987 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -6324731.000000 Penalty: 5499.383789
	Iteration 11Q: 3 clusters Score -6324731 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -6326055.500000 Penalty: 5499.383789
	Iteration 12Q: 3 clusters Score -6326056 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -6327009.500000 Penalty: 5499.383789
	Iteration 13Q: 3 clusters Score -6327010 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6327621.500000 Penalty: 5499.383789
	Iteration 14Q: 3 clusters Score -6327622 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6328007.000000 Penalty: 5499.383789
	Iteration 15Q: 3 clusters Score -6328007 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6328290.500000 Penalty: 5499.383789
	Iteration 16Q: 3 clusters Score -6328290 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6328443.500000 Penalty: 5499.383789
	Iteration 17Q: 3 clusters Score -6328444 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6328564.000000 Penalty: 5499.383789
	Iteration 18Q: 3 clusters Score -6328564 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6328665.000000 Penalty: 5499.383789
	Iteration 19Q: 3 clusters Score -6328665 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64547 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6328726.500000 Penalty: 5499.383789
	Iteration 20F: 3 clusters Score -6328726 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6328738.500000 Penalty: 5499.383789
	Iteration 21Q: 3 clusters Score -6328738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6328769.500000 Penalty: 5499.383789
	Iteration 22Q: 3 clusters Score -6328770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6328793.000000 Penalty: 5499.383789
	Iteration 23Q: 3 clusters Score -6328793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64650 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6328805.000000 Penalty: 5499.383789
	Iteration 24Q: 3 clusters Score -6328805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64667 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6328823.000000 Penalty: 5499.383789
	Iteration 25Q: 3 clusters Score -6328823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6328832.000000 Penalty: 5499.383789
	Iteration 26Q: 3 clusters Score -6328832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64680 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6328839.500000 Penalty: 5499.383789
	Iteration 27Q: 3 clusters Score -6328840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6328841.500000 Penalty: 5499.383789
	Iteration 28Q: 3 clusters Score -6328842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6328848.000000 Penalty: 5499.383789
	Iteration 29Q: 3 clusters Score -6328848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64692 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6328844.500000 Penalty: 5499.383789
	Iteration 30Q: 3 clusters Score -6328844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64697 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6328857.500000 Penalty: 5499.383789
	Iteration 31Q: 3 clusters Score -6328858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6328863.000000 Penalty: 5499.383789
	Iteration 32Q: 3 clusters Score -6328863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64708 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6328861.000000 Penalty: 5499.383789
	Iteration 33Q: 3 clusters Score -6328861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6328863.000000 Penalty: 5499.383789
	Iteration 34Q: 3 clusters Score -6328863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6328871.500000 Penalty: 5499.383789
	Iteration 35Q: 3 clusters Score -6328872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6328883.000000 Penalty: 5499.383789
	Iteration 36Q: 3 clusters Score -6328883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6328886.000000 Penalty: 5499.383789
	Iteration 37Q: 3 clusters Score -6328886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6328881.500000 Penalty: 5499.383789
	Iteration 38Q: 3 clusters Score -6328882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6328881.500000 Penalty: 5499.383789
	Iteration 39F: 3 clusters Score -6328882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Entering Unmasked Estep 
Score: -2077291.000000 Penalty: 2483.593994
	Iteration 0F: 2 clusters Score -2077291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2061628.625000 Penalty: 4967.187988
	Iteration 0F: 3 clusters Score -2061629 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2067028.125000 Penalty: 4967.187988
	Iteration 1F: 3 clusters Score -2067028 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2067426.625000 Penalty: 4967.187988
	Iteration 2Q: 3 clusters Score -2067427 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2067768.875000 Penalty: 4967.187988
	Iteration 3Q: 3 clusters Score -2067769 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2068091.750000 Penalty: 4967.187988
	Iteration 4Q: 3 clusters Score -2068092 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2068435.875000 Penalty: 4967.187988
	Iteration 5Q: 3 clusters Score -2068436 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2068793.500000 Penalty: 4967.187988
	Iteration 6Q: 3 clusters Score -2068794 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2069268.750000 Penalty: 4967.187988
	Iteration 7Q: 3 clusters Score -2069269 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2069846.875000 Penalty: 4967.187988
	Iteration 8Q: 3 clusters Score -2069847 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2070622.500000 Penalty: 4967.187988
	Iteration 9F: 3 clusters Score -2070622 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2071496.000000 Penalty: 4967.187988
	Iteration 10F: 3 clusters Score -2071496 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2072366.000000 Penalty: 4967.187988
	Iteration 11F: 3 clusters Score -2072366 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2073025.000000 Penalty: 4967.187988
	Iteration 12Q: 3 clusters Score -2073025 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2073475.125000 Penalty: 4967.187988
	Iteration 13Q: 3 clusters Score -2073475 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2073828.500000 Penalty: 4967.187988
	Iteration 14Q: 3 clusters Score -2073828 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2074132.500000 Penalty: 4967.187988
	Iteration 15Q: 3 clusters Score -2074132 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2074463.250000 Penalty: 4967.187988
	Iteration 16Q: 3 clusters Score -2074463 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2074783.250000 Penalty: 4967.187988
	Iteration 17Q: 3 clusters Score -2074783 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2075160.750000 Penalty: 4967.187988
	Iteration 18Q: 3 clusters Score -2075161 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2075538.375000 Penalty: 4967.187988
	Iteration 19Q: 3 clusters Score -2075538 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2075799.375000 Penalty: 4967.187988
	Iteration 20F: 3 clusters Score -2075799 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2075963.500000 Penalty: 4967.187988
	Iteration 21Q: 3 clusters Score -2075964 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2076056.250000 Penalty: 4967.187988
	Iteration 22Q: 3 clusters Score -2076056 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2076089.625000 Penalty: 4967.187988
	Iteration 23Q: 3 clusters Score -2076090 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2076119.875000 Penalty: 4967.187988
	Iteration 24Q: 3 clusters Score -2076120 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2076139.875000 Penalty: 4967.187988
	Iteration 25Q: 3 clusters Score -2076140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2076162.250000 Penalty: 4967.187988
	Iteration 26Q: 3 clusters Score -2076162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2076173.250000 Penalty: 4967.187988
	Iteration 27Q: 3 clusters Score -2076173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2076178.375000 Penalty: 4967.187988
	Iteration 28Q: 3 clusters Score -2076178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2076178.000000 Penalty: 4967.187988
	Iteration 29Q: 3 clusters Score -2076178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2076182.500000 Penalty: 4967.187988
	Iteration 30Q: 3 clusters Score -2076182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2076181.375000 Penalty: 4967.187988
	Iteration 31Q: 3 clusters Score -2076181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2076183.375000 Penalty: 4967.187988
	Iteration 32Q: 3 clusters Score -2076183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2076183.375000 Penalty: 4967.187988
	Iteration 33Q: 3 clusters Score -2076183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2076183.750000 Penalty: 4967.187988
	Iteration 34Q: 3 clusters Score -2076184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2076185.125000 Penalty: 4967.187988
	Iteration 35Q: 3 clusters Score -2076185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2076185.500000 Penalty: 4967.187988
	Iteration 36Q: 3 clusters Score -2076186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2076183.125000 Penalty: 4967.187988
	Iteration 37Q: 3 clusters Score -2076183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2076189.875000 Penalty: 4967.187988
	Iteration 38Q: 3 clusters Score -2076190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2076190.875000 Penalty: 4967.187988
	Iteration 39Q: 3 clusters Score -2076191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2076192.125000 Penalty: 4967.187988
	Iteration 40F: 3 clusters Score -2076192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2076193.500000 Penalty: 4967.187988
	Iteration 41Q: 3 clusters Score -2076194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2076193.875000 Penalty: 4967.187988
	Iteration 42Q: 3 clusters Score -2076194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2076191.500000 Penalty: 4967.187988
	Iteration 43Q: 3 clusters Score -2076192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2076198.375000 Penalty: 4967.187988
	Iteration 44Q: 3 clusters Score -2076198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2076194.750000 Penalty: 4967.187988
	Iteration 45Q: 3 clusters Score -2076195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2076195.375000 Penalty: 4967.187988
	Iteration 46Q: 3 clusters Score -2076195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2076193.375000 Penalty: 4967.187988
	Iteration 47Q: 3 clusters Score -2076193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2076194.250000 Penalty: 4967.187988
	Iteration 48Q: 3 clusters Score -2076194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2076194.250000 Penalty: 4967.187988
	Iteration 49F: 3 clusters Score -2076194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Entering Unmasked Estep 
Score: -844251.062500 Penalty: 2248.025879
	Iteration 0F: 2 clusters Score -844251.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -837422.062500 Penalty: 4496.051758
	Iteration 0F: 3 clusters Score -837422.1 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -839358.812500 Penalty: 4496.051758
	Iteration 1F: 3 clusters Score -839358.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -839615.375000 Penalty: 4496.051758
	Iteration 2F: 3 clusters Score -839615.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -839797.312500 Penalty: 4496.051758
	Iteration 3Q: 3 clusters Score -839797.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -839946.375000 Penalty: 4496.051758
	Iteration 4Q: 3 clusters Score -839946.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -840097.687500 Penalty: 4496.051758
	Iteration 5Q: 3 clusters Score -840097.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -840211.437500 Penalty: 4496.051758
	Iteration 6Q: 3 clusters Score -840211.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -840316.750000 Penalty: 4496.051758
	Iteration 7Q: 3 clusters Score -840316.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -840430.312500 Penalty: 4496.051758
	Iteration 8Q: 3 clusters Score -840430.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -840541.687500 Penalty: 4496.051758
	Iteration 9Q: 3 clusters Score -840541.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -840640.562500 Penalty: 4496.051758
	Iteration 10Q: 3 clusters Score -840640.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -840760.750000 Penalty: 4496.051758
	Iteration 11Q: 3 clusters Score -840760.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -840894.750000 Penalty: 4496.051758
	Iteration 12Q: 3 clusters Score -840894.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -841051.562500 Penalty: 4496.051758
	Iteration 13Q: 3 clusters Score -841051.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -841198.812500 Penalty: 4496.051758
	Iteration 14Q: 3 clusters Score -841198.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -841369.375000 Penalty: 4496.051758
	Iteration 15Q: 3 clusters Score -841369.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -841527.125000 Penalty: 4496.051758
	Iteration 16Q: 3 clusters Score -841527.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -841675.375000 Penalty: 4496.051758
	Iteration 17Q: 3 clusters Score -841675.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -841792.937500 Penalty: 4496.051758
	Iteration 18Q: 3 clusters Score -841792.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -841895.937500 Penalty: 4496.051758
	Iteration 19Q: 3 clusters Score -841895.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -841981.937500 Penalty: 4496.051758
	Iteration 20F: 3 clusters Score -841981.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -842059.812500 Penalty: 4496.051758
	Iteration 21Q: 3 clusters Score -842059.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -842113.437500 Penalty: 4496.051758
	Iteration 22Q: 3 clusters Score -842113.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -842153.437500 Penalty: 4496.051758
	Iteration 23Q: 3 clusters Score -842153.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -842177.562500 Penalty: 4496.051758
	Iteration 24Q: 3 clusters Score -842177.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -842192.125000 Penalty: 4496.051758
	Iteration 25Q: 3 clusters Score -842192.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -842201.812500 Penalty: 4496.051758
	Iteration 26Q: 3 clusters Score -842201.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -842211.125000 Penalty: 4496.051758
	Iteration 27Q: 3 clusters Score -842211.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -842227.625000 Penalty: 4496.051758
	Iteration 28Q: 3 clusters Score -842227.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -842237.500000 Penalty: 4496.051758
	Iteration 29Q: 3 clusters Score -842237.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -842247.375000 Penalty: 4496.051758
	Iteration 30Q: 3 clusters Score -842247.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -842257.500000 Penalty: 4496.051758
	Iteration 31Q: 3 clusters Score -842257.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -842263.250000 Penalty: 4496.051758
	Iteration 32Q: 3 clusters Score -842263.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -842270.750000 Penalty: 4496.051758
	Iteration 33Q: 3 clusters Score -842270.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -842272.625000 Penalty: 4496.051758
	Iteration 34Q: 3 clusters Score -842272.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -842276.250000 Penalty: 4496.051758
	Iteration 35Q: 3 clusters Score -842276.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -842279.687500 Penalty: 4496.051758
	Iteration 36Q: 3 clusters Score -842279.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -842285.125000 Penalty: 4496.051758
	Iteration 37Q: 3 clusters Score -842285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -842284.250000 Penalty: 4496.051758
	Iteration 38Q: 3 clusters Score -842284.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -842284.250000 Penalty: 4496.051758
	Iteration 39F: 3 clusters Score -842284.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (219424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219424 members 
Entering Unmasked Estep 
Score: -21472824.000000 Penalty: 3050.092773
	Iteration 0F: 2 clusters Score -2.147282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109572 members 
Mstep: Class 2 contains 109852 members 
Entering Unmasked Estep 
Score: -21328254.000000 Penalty: 6100.185547
	Iteration 0F: 3 clusters Score -2.132825e+07 nChanged 105812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109004 members 
Mstep: Class 2 contains 110420 members 
Entering Unmasked Estep 
Score: -21390672.000000 Penalty: 6100.185547
	Iteration 1F: 3 clusters Score -2.139067e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109466 members 
Mstep: Class 2 contains 109958 members 
Entering Unmasked Estep 
Score: -21392772.000000 Penalty: 6100.185547
	Iteration 2Q: 3 clusters Score -2.139277e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110409 members 
Mstep: Class 2 contains 109015 members 
Entering Unmasked Estep 
Score: -21395670.000000 Penalty: 6100.185547
	Iteration 3Q: 3 clusters Score -2.139567e+07 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111976 members 
Mstep: Class 2 contains 107448 members 
Entering Unmasked Estep 
Score: -21399684.000000 Penalty: 6100.185547
	Iteration 4Q: 3 clusters Score -2.139968e+07 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114199 members 
Mstep: Class 2 contains 105225 members 
Entering Unmasked Estep 
Score: -21404960.000000 Penalty: 6100.185547
	Iteration 5F: 3 clusters Score -2.140496e+07 nChanged 12688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116803 members 
Mstep: Class 2 contains 102621 members 
Entering Unmasked Estep 
Score: -21410910.000000 Penalty: 6100.185547
	Iteration 6F: 3 clusters Score -2.141091e+07 nChanged 12598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119613 members 
Mstep: Class 2 contains 99811 members 
Entering Unmasked Estep 
Score: -21417028.000000 Penalty: 6100.185547
	Iteration 7F: 3 clusters Score -2.141703e+07 nChanged 11570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122409 members 
Mstep: Class 2 contains 97015 members 
Entering Unmasked Estep 
Score: -21421504.000000 Penalty: 6100.185547
	Iteration 8F: 3 clusters Score -2.14215e+07 nChanged 9808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125075 members 
Mstep: Class 2 contains 94349 members 
Entering Unmasked Estep 
Score: -21424940.000000 Penalty: 6100.185547
	Iteration 9Q: 3 clusters Score -2.142494e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127667 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -21426976.000000 Penalty: 6100.185547
	Iteration 10Q: 3 clusters Score -2.142698e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130235 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
Score: -21428282.000000 Penalty: 6100.185547
	Iteration 11Q: 3 clusters Score -2.142828e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132952 members 
Mstep: Class 2 contains 86472 members 
Entering Unmasked Estep 
Score: -21428890.000000 Penalty: 6100.185547
	Iteration 12Q: 3 clusters Score -2.142889e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135918 members 
Mstep: Class 2 contains 83506 members 
Entering Unmasked Estep 
Score: -21429650.000000 Penalty: 6100.185547
	Iteration 13Q: 3 clusters Score -2.142965e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139234 members 
Mstep: Class 2 contains 80190 members 
Entering Unmasked Estep 
Score: -21430308.000000 Penalty: 6100.185547
	Iteration 14Q: 3 clusters Score -2.143031e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143115 members 
Mstep: Class 2 contains 76309 members 
Entering Unmasked Estep 
Score: -21431064.000000 Penalty: 6100.185547
	Iteration 15Q: 3 clusters Score -2.143106e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147440 members 
Mstep: Class 2 contains 71984 members 
Entering Unmasked Estep 
Score: -21431974.000000 Penalty: 6100.185547
	Iteration 16Q: 3 clusters Score -2.143197e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152361 members 
Mstep: Class 2 contains 67063 members 
Entering Unmasked Estep 
Score: -21433322.000000 Penalty: 6100.185547
	Iteration 17Q: 3 clusters Score -2.143332e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158091 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -21434836.000000 Penalty: 6100.185547
	Iteration 18Q: 3 clusters Score -2.143484e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164750 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -21437280.000000 Penalty: 6100.185547
	Iteration 19Q: 3 clusters Score -2.143728e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172237 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -21440472.000000 Penalty: 6100.185547
	Iteration 20F: 3 clusters Score -2.144047e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180479 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -21444750.000000 Penalty: 6100.185547
	Iteration 21Q: 3 clusters Score -2.144475e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189079 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -21449326.000000 Penalty: 6100.185547
	Iteration 22Q: 3 clusters Score -2.144933e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197543 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -21454398.000000 Penalty: 6100.185547
	Iteration 23Q: 3 clusters Score -2.14544e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205165 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -21459638.000000 Penalty: 6100.185547
	Iteration 24Q: 3 clusters Score -2.145964e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210980 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -21464032.000000 Penalty: 6100.185547
	Iteration 25Q: 3 clusters Score -2.146403e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214943 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -21467108.000000 Penalty: 6100.185547
	Iteration 26Q: 3 clusters Score -2.146711e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217059 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -21468794.000000 Penalty: 6100.185547
	Iteration 27Q: 3 clusters Score -2.146879e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217951 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -21469530.000000 Penalty: 6100.185547
	Iteration 28Q: 3 clusters Score -2.146953e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218303 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -21469946.000000 Penalty: 6100.185547
	Iteration 29Q: 3 clusters Score -2.146995e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218478 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -21470064.000000 Penalty: 6100.185547
	Iteration 30Q: 3 clusters Score -2.147006e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218586 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -21470138.000000 Penalty: 6100.185547
	Iteration 31Q: 3 clusters Score -2.147014e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218654 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -21470212.000000 Penalty: 6100.185547
	Iteration 32Q: 3 clusters Score -2.147021e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218694 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -21470274.000000 Penalty: 6100.185547
	Iteration 33Q: 3 clusters Score -2.147027e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218723 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -21470292.000000 Penalty: 6100.185547
	Iteration 34Q: 3 clusters Score -2.147029e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218736 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -21470312.000000 Penalty: 6100.185547
	Iteration 35Q: 3 clusters Score -2.147031e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218738 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -21470336.000000 Penalty: 6100.185547
	Iteration 36Q: 3 clusters Score -2.147034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218748 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -21470344.000000 Penalty: 6100.185547
	Iteration 37Q: 3 clusters Score -2.147034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218754 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -21470334.000000 Penalty: 6100.185547
	Iteration 38Q: 3 clusters Score -2.147033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218757 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -21470350.000000 Penalty: 6100.185547
	Iteration 39Q: 3 clusters Score -2.147035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218759 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -21470364.000000 Penalty: 6100.185547
	Iteration 40F: 3 clusters Score -2.147036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218762 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -21470348.000000 Penalty: 6100.185547
	Iteration 41Q: 3 clusters Score -2.147035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218763 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -21470348.000000 Penalty: 6100.185547
	Iteration 42Q: 3 clusters Score -2.147035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218766 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -21470350.000000 Penalty: 6100.185547
	Iteration 43Q: 3 clusters Score -2.147035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218768 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -21470342.000000 Penalty: 6100.185547
	Iteration 44Q: 3 clusters Score -2.147034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218766 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -21470352.000000 Penalty: 6100.185547
	Iteration 45Q: 3 clusters Score -2.147035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218766 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -21470352.000000 Penalty: 6100.185547
	Iteration 46F: 3 clusters Score -2.147035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Entering Unmasked Estep 
Score: -794714.250000 Penalty: 2246.933350
	Iteration 0F: 2 clusters Score -794714.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -787894.000000 Penalty: 4493.866699
	Iteration 0F: 3 clusters Score -787894 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -789891.187500 Penalty: 4493.866699
	Iteration 1F: 3 clusters Score -789891.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -790233.375000 Penalty: 4493.866699
	Iteration 2F: 3 clusters Score -790233.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -790504.312500 Penalty: 4493.866699
	Iteration 3F: 3 clusters Score -790504.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -790740.562500 Penalty: 4493.866699
	Iteration 4Q: 3 clusters Score -790740.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -791027.625000 Penalty: 4493.866699
	Iteration 5F: 3 clusters Score -791027.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -791348.937500 Penalty: 4493.866699
	Iteration 6F: 3 clusters Score -791348.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -791750.250000 Penalty: 4493.866699
	Iteration 7F: 3 clusters Score -791750.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -792136.500000 Penalty: 4493.866699
	Iteration 8F: 3 clusters Score -792136.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -792414.500000 Penalty: 4493.866699
	Iteration 9Q: 3 clusters Score -792414.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -792601.187500 Penalty: 4493.866699
	Iteration 10Q: 3 clusters Score -792601.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -792710.625000 Penalty: 4493.866699
	Iteration 11Q: 3 clusters Score -792710.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -792763.625000 Penalty: 4493.866699
	Iteration 12Q: 3 clusters Score -792763.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -792793.125000 Penalty: 4493.866699
	Iteration 13Q: 3 clusters Score -792793.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -792816.312500 Penalty: 4493.866699
	Iteration 14Q: 3 clusters Score -792816.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -792832.687500 Penalty: 4493.866699
	Iteration 15Q: 3 clusters Score -792832.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -792840.250000 Penalty: 4493.866699
	Iteration 16Q: 3 clusters Score -792840.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -792849.625000 Penalty: 4493.866699
	Iteration 17Q: 3 clusters Score -792849.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -792858.812500 Penalty: 4493.866699
	Iteration 18Q: 3 clusters Score -792858.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -792864.000000 Penalty: 4493.866699
	Iteration 19Q: 3 clusters Score -792864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -792870.375000 Penalty: 4493.866699
	Iteration 20F: 3 clusters Score -792870.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -792874.625000 Penalty: 4493.866699
	Iteration 21Q: 3 clusters Score -792874.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -792878.437500 Penalty: 4493.866699
	Iteration 22Q: 3 clusters Score -792878.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -792879.937500 Penalty: 4493.866699
	Iteration 23Q: 3 clusters Score -792879.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -792888.250000 Penalty: 4493.866699
	Iteration 24Q: 3 clusters Score -792888.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -792893.125000 Penalty: 4493.866699
	Iteration 25Q: 3 clusters Score -792893.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -792895.750000 Penalty: 4493.866699
	Iteration 26Q: 3 clusters Score -792895.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -792898.562500 Penalty: 4493.866699
	Iteration 27Q: 3 clusters Score -792898.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -792902.812500 Penalty: 4493.866699
	Iteration 28Q: 3 clusters Score -792902.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -792905.187500 Penalty: 4493.866699
	Iteration 29Q: 3 clusters Score -792905.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -792906.125000 Penalty: 4493.866699
	Iteration 30Q: 3 clusters Score -792906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -792906.125000 Penalty: 4493.866699
	Iteration 31Q: 3 clusters Score -792906.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -792906.687500 Penalty: 4493.866699
	Iteration 32Q: 3 clusters Score -792906.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -792908.375000 Penalty: 4493.866699
	Iteration 33Q: 3 clusters Score -792908.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -792910.187500 Penalty: 4493.866699
	Iteration 34Q: 3 clusters Score -792910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -792910.750000 Penalty: 4493.866699
	Iteration 35Q: 3 clusters Score -792910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -792912.375000 Penalty: 4493.866699
	Iteration 36Q: 3 clusters Score -792912.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -792914.312500 Penalty: 4493.866699
	Iteration 37Q: 3 clusters Score -792914.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -792915.937500 Penalty: 4493.866699
	Iteration 38Q: 3 clusters Score -792915.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -792915.875000 Penalty: 4493.866699
	Iteration 39Q: 3 clusters Score -792915.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -792916.875000 Penalty: 4493.866699
	Iteration 40F: 3 clusters Score -792916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -792918.062500 Penalty: 4493.866699
	Iteration 41Q: 3 clusters Score -792918.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -792920.000000 Penalty: 4493.866699
	Iteration 42Q: 3 clusters Score -792920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -792919.437500 Penalty: 4493.866699
	Iteration 43Q: 3 clusters Score -792919.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -792920.062500 Penalty: 4493.866699
	Iteration 44Q: 3 clusters Score -792920.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -792919.250000 Penalty: 4493.866699
	Iteration 45Q: 3 clusters Score -792919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -792918.375000 Penalty: 4493.866699
	Iteration 46Q: 3 clusters Score -792918.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -792918.375000 Penalty: 4493.866699
	Iteration 47F: 3 clusters Score -792918.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Entering Unmasked Estep 
Score: -899637.437500 Penalty: 2272.251709
	Iteration 0F: 2 clusters Score -899637.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -892313.000000 Penalty: 4544.503418
	Iteration 0F: 3 clusters Score -892313 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -894548.375000 Penalty: 4544.503418
	Iteration 1F: 3 clusters Score -894548.4 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -895005.500000 Penalty: 4544.503418
	Iteration 2F: 3 clusters Score -895005.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -895411.625000 Penalty: 4544.503418
	Iteration 3F: 3 clusters Score -895411.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -895776.062500 Penalty: 4544.503418
	Iteration 4F: 3 clusters Score -895776.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -896148.000000 Penalty: 4544.503418
	Iteration 5F: 3 clusters Score -896148 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -896572.187500 Penalty: 4544.503418
	Iteration 6F: 3 clusters Score -896572.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -897033.812500 Penalty: 4544.503418
	Iteration 7F: 3 clusters Score -897033.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -897475.687500 Penalty: 4544.503418
	Iteration 8Q: 3 clusters Score -897475.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -897794.750000 Penalty: 4544.503418
	Iteration 9Q: 3 clusters Score -897794.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -897948.375000 Penalty: 4544.503418
	Iteration 10Q: 3 clusters Score -897948.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -898021.500000 Penalty: 4544.503418
	Iteration 11Q: 3 clusters Score -898021.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -898061.250000 Penalty: 4544.503418
	Iteration 12Q: 3 clusters Score -898061.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -898081.125000 Penalty: 4544.503418
	Iteration 13Q: 3 clusters Score -898081.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -898093.937500 Penalty: 4544.503418
	Iteration 14Q: 3 clusters Score -898093.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -898104.750000 Penalty: 4544.503418
	Iteration 15Q: 3 clusters Score -898104.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -898111.125000 Penalty: 4544.503418
	Iteration 16Q: 3 clusters Score -898111.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -898118.375000 Penalty: 4544.503418
	Iteration 17Q: 3 clusters Score -898118.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -898122.937500 Penalty: 4544.503418
	Iteration 18Q: 3 clusters Score -898122.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -898128.937500 Penalty: 4544.503418
	Iteration 19Q: 3 clusters Score -898128.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -898132.437500 Penalty: 4544.503418
	Iteration 20F: 3 clusters Score -898132.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -898133.750000 Penalty: 4544.503418
	Iteration 21Q: 3 clusters Score -898133.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -898137.250000 Penalty: 4544.503418
	Iteration 22Q: 3 clusters Score -898137.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -898141.375000 Penalty: 4544.503418
	Iteration 23Q: 3 clusters Score -898141.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -898144.437500 Penalty: 4544.503418
	Iteration 24Q: 3 clusters Score -898144.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -898146.562500 Penalty: 4544.503418
	Iteration 25Q: 3 clusters Score -898146.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -898147.875000 Penalty: 4544.503418
	Iteration 26Q: 3 clusters Score -898147.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -898146.250000 Penalty: 4544.503418
	Iteration 27Q: 3 clusters Score -898146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -898146.687500 Penalty: 4544.503418
	Iteration 28Q: 3 clusters Score -898146.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -898146.687500 Penalty: 4544.503418
	Iteration 29F: 3 clusters Score -898146.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -177700.703125 Penalty: 1868.621216
	Iteration 0F: 2 clusters Score -177700.7 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 950 members 
Entering Unmasked Estep 
Score: -175148.265625 Penalty: 3737.242432
	Iteration 0F: 3 clusters Score -175148.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -175581.250000 Penalty: 3737.242432
	Iteration 1F: 3 clusters Score -175581.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -175725.703125 Penalty: 3737.242432
	Iteration 2F: 3 clusters Score -175725.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -175785.250000 Penalty: 3737.242432
	Iteration 3Q: 3 clusters Score -175785.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -175817.000000 Penalty: 3737.242432
	Iteration 4Q: 3 clusters Score -175817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -175835.843750 Penalty: 3737.242432
	Iteration 5Q: 3 clusters Score -175835.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -175847.296875 Penalty: 3737.242432
	Iteration 6Q: 3 clusters Score -175847.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -175858.687500 Penalty: 3737.242432
	Iteration 7Q: 3 clusters Score -175858.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -175868.203125 Penalty: 3737.242432
	Iteration 8Q: 3 clusters Score -175868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -175870.562500 Penalty: 3737.242432
	Iteration 9Q: 3 clusters Score -175870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -175872.203125 Penalty: 3737.242432
	Iteration 10Q: 3 clusters Score -175872.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -175875.484375 Penalty: 3737.242432
	Iteration 11Q: 3 clusters Score -175875.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -175878.843750 Penalty: 3737.242432
	Iteration 12Q: 3 clusters Score -175878.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -175883.671875 Penalty: 3737.242432
	Iteration 13Q: 3 clusters Score -175883.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -175886.062500 Penalty: 3737.242432
	Iteration 14Q: 3 clusters Score -175886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -175886.984375 Penalty: 3737.242432
	Iteration 15Q: 3 clusters Score -175887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -175886.984375 Penalty: 3737.242432
	Iteration 16F: 3 clusters Score -175887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Entering Unmasked Estep 
Score: -509504.718750 Penalty: 2132.358643
	Iteration 0F: 2 clusters Score -509504.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -504719.343750 Penalty: 4264.717285
	Iteration 0F: 3 clusters Score -504719.3 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -505965.093750 Penalty: 4264.717285
	Iteration 1F: 3 clusters Score -505965.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -506198.031250 Penalty: 4264.717285
	Iteration 2F: 3 clusters Score -506198 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -506348.000000 Penalty: 4264.717285
	Iteration 3Q: 3 clusters Score -506348 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -506460.812500 Penalty: 4264.717285
	Iteration 4Q: 3 clusters Score -506460.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -506550.531250 Penalty: 4264.717285
	Iteration 5Q: 3 clusters Score -506550.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -506627.968750 Penalty: 4264.717285
	Iteration 6Q: 3 clusters Score -506628 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -506704.750000 Penalty: 4264.717285
	Iteration 7Q: 3 clusters Score -506704.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -506795.625000 Penalty: 4264.717285
	Iteration 8Q: 3 clusters Score -506795.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -506912.343750 Penalty: 4264.717285
	Iteration 9Q: 3 clusters Score -506912.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -507051.187500 Penalty: 4264.717285
	Iteration 10Q: 3 clusters Score -507051.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -507168.500000 Penalty: 4264.717285
	Iteration 11Q: 3 clusters Score -507168.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -507270.968750 Penalty: 4264.717285
	Iteration 12Q: 3 clusters Score -507271 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -507379.218750 Penalty: 4264.717285
	Iteration 13Q: 3 clusters Score -507379.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -507496.875000 Penalty: 4264.717285
	Iteration 14Q: 3 clusters Score -507496.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -507616.343750 Penalty: 4264.717285
	Iteration 15Q: 3 clusters Score -507616.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -507744.187500 Penalty: 4264.717285
	Iteration 16Q: 3 clusters Score -507744.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -507867.437500 Penalty: 4264.717285
	Iteration 17Q: 3 clusters Score -507867.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -508008.062500 Penalty: 4264.717285
	Iteration 18Q: 3 clusters Score -508008.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -508150.093750 Penalty: 4264.717285
	Iteration 19Q: 3 clusters Score -508150.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -508283.312500 Penalty: 4264.717285
	Iteration 20F: 3 clusters Score -508283.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -508397.812500 Penalty: 4264.717285
	Iteration 21Q: 3 clusters Score -508397.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -508506.125000 Penalty: 4264.717285
	Iteration 22Q: 3 clusters Score -508506.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -508608.906250 Penalty: 4264.717285
	Iteration 23Q: 3 clusters Score -508608.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -508730.968750 Penalty: 4264.717285
	Iteration 24Q: 3 clusters Score -508731 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -508835.250000 Penalty: 4264.717285
	Iteration 25Q: 3 clusters Score -508835.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -508891.468750 Penalty: 4264.717285
	Iteration 26Q: 3 clusters Score -508891.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -508933.593750 Penalty: 4264.717285
	Iteration 27Q: 3 clusters Score -508933.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -508960.906250 Penalty: 4264.717285
	Iteration 28Q: 3 clusters Score -508960.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -508977.562500 Penalty: 4264.717285
	Iteration 29Q: 3 clusters Score -508977.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -508986.312500 Penalty: 4264.717285
	Iteration 30Q: 3 clusters Score -508986.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -508994.312500 Penalty: 4264.717285
	Iteration 31Q: 3 clusters Score -508994.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -508999.437500 Penalty: 4264.717285
	Iteration 32Q: 3 clusters Score -508999.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -509001.968750 Penalty: 4264.717285
	Iteration 33Q: 3 clusters Score -509002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -509003.843750 Penalty: 4264.717285
	Iteration 34Q: 3 clusters Score -509003.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -509004.625000 Penalty: 4264.717285
	Iteration 35Q: 3 clusters Score -509004.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -509005.218750 Penalty: 4264.717285
	Iteration 36Q: 3 clusters Score -509005.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -509006.437500 Penalty: 4264.717285
	Iteration 37Q: 3 clusters Score -509006.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -509007.312500 Penalty: 4264.717285
	Iteration 38Q: 3 clusters Score -509007.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -509007.562500 Penalty: 4264.717285
	Iteration 39Q: 3 clusters Score -509007.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -509008.156250 Penalty: 4264.717285
	Iteration 40F: 3 clusters Score -509008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -509008.406250 Penalty: 4264.717285
	Iteration 41Q: 3 clusters Score -509008.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -509008.906250 Penalty: 4264.717285
	Iteration 42Q: 3 clusters Score -509008.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -509008.718750 Penalty: 4264.717285
	Iteration 43Q: 3 clusters Score -509008.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -509008.718750 Penalty: 4264.717285
	Iteration 44F: 3 clusters Score -509008.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Entering Unmasked Estep 
Score: -485291.312500 Penalty: 2122.705078
	Iteration 0F: 2 clusters Score -485291.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -480731.812500 Penalty: 4245.410156
	Iteration 0F: 3 clusters Score -480731.8 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -482038.281250 Penalty: 4245.410156
	Iteration 1F: 3 clusters Score -482038.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -482350.687500 Penalty: 4245.410156
	Iteration 2F: 3 clusters Score -482350.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -482592.468750 Penalty: 4245.410156
	Iteration 3F: 3 clusters Score -482592.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -482839.156250 Penalty: 4245.410156
	Iteration 4F: 3 clusters Score -482839.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -483089.531250 Penalty: 4245.410156
	Iteration 5F: 3 clusters Score -483089.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -483274.125000 Penalty: 4245.410156
	Iteration 6Q: 3 clusters Score -483274.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -483415.281250 Penalty: 4245.410156
	Iteration 7Q: 3 clusters Score -483415.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -483541.562500 Penalty: 4245.410156
	Iteration 8Q: 3 clusters Score -483541.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -483619.312500 Penalty: 4245.410156
	Iteration 9Q: 3 clusters Score -483619.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -483688.218750 Penalty: 4245.410156
	Iteration 10Q: 3 clusters Score -483688.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -483730.875000 Penalty: 4245.410156
	Iteration 11Q: 3 clusters Score -483730.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -483761.000000 Penalty: 4245.410156
	Iteration 12Q: 3 clusters Score -483761 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -483794.000000 Penalty: 4245.410156
	Iteration 13Q: 3 clusters Score -483794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -483818.500000 Penalty: 4245.410156
	Iteration 14Q: 3 clusters Score -483818.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -483840.218750 Penalty: 4245.410156
	Iteration 15Q: 3 clusters Score -483840.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -483857.312500 Penalty: 4245.410156
	Iteration 16Q: 3 clusters Score -483857.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -483869.781250 Penalty: 4245.410156
	Iteration 17Q: 3 clusters Score -483869.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -483886.656250 Penalty: 4245.410156
	Iteration 18Q: 3 clusters Score -483886.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -483902.718750 Penalty: 4245.410156
	Iteration 19Q: 3 clusters Score -483902.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -483920.500000 Penalty: 4245.410156
	Iteration 20F: 3 clusters Score -483920.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -483932.531250 Penalty: 4245.410156
	Iteration 21Q: 3 clusters Score -483932.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -483942.500000 Penalty: 4245.410156
	Iteration 22Q: 3 clusters Score -483942.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -483955.656250 Penalty: 4245.410156
	Iteration 23Q: 3 clusters Score -483955.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -483967.781250 Penalty: 4245.410156
	Iteration 24Q: 3 clusters Score -483967.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -483979.593750 Penalty: 4245.410156
	Iteration 25Q: 3 clusters Score -483979.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -483985.968750 Penalty: 4245.410156
	Iteration 26Q: 3 clusters Score -483986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -483991.843750 Penalty: 4245.410156
	Iteration 27Q: 3 clusters Score -483991.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -483994.718750 Penalty: 4245.410156
	Iteration 28Q: 3 clusters Score -483994.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -483996.593750 Penalty: 4245.410156
	Iteration 29Q: 3 clusters Score -483996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -483997.593750 Penalty: 4245.410156
	Iteration 30Q: 3 clusters Score -483997.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -483998.718750 Penalty: 4245.410156
	Iteration 31Q: 3 clusters Score -483998.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -484000.156250 Penalty: 4245.410156
	Iteration 32Q: 3 clusters Score -484000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -484000.687500 Penalty: 4245.410156
	Iteration 33Q: 3 clusters Score -484000.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -484001.781250 Penalty: 4245.410156
	Iteration 34Q: 3 clusters Score -484001.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -484001.781250 Penalty: 4245.410156
	Iteration 35F: 3 clusters Score -484001.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Entering Unmasked Estep 
Score: -1131460.375000 Penalty: 2331.765869
	Iteration 0F: 2 clusters Score -1131460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1122436.375000 Penalty: 4663.531738
	Iteration 0F: 3 clusters Score -1122436 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1125270.625000 Penalty: 4663.531738
	Iteration 1F: 3 clusters Score -1125271 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1125636.750000 Penalty: 4663.531738
	Iteration 2F: 3 clusters Score -1125637 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1125922.750000 Penalty: 4663.531738
	Iteration 3F: 3 clusters Score -1125923 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1126199.250000 Penalty: 4663.531738
	Iteration 4Q: 3 clusters Score -1126199 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1126498.000000 Penalty: 4663.531738
	Iteration 5Q: 3 clusters Score -1126498 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1126844.625000 Penalty: 4663.531738
	Iteration 6Q: 3 clusters Score -1126845 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1127261.875000 Penalty: 4663.531738
	Iteration 7Q: 3 clusters Score -1127262 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1127778.000000 Penalty: 4663.531738
	Iteration 8Q: 3 clusters Score -1127778 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1128372.250000 Penalty: 4663.531738
	Iteration 9F: 3 clusters Score -1128372 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1128907.000000 Penalty: 4663.531738
	Iteration 10Q: 3 clusters Score -1128907 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1129301.000000 Penalty: 4663.531738
	Iteration 11Q: 3 clusters Score -1129301 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1129630.625000 Penalty: 4663.531738
	Iteration 12Q: 3 clusters Score -1129631 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1129866.500000 Penalty: 4663.531738
	Iteration 13Q: 3 clusters Score -1129866 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1130027.000000 Penalty: 4663.531738
	Iteration 14Q: 3 clusters Score -1130027 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1130139.250000 Penalty: 4663.531738
	Iteration 15Q: 3 clusters Score -1130139 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1130230.125000 Penalty: 4663.531738
	Iteration 16Q: 3 clusters Score -1130230 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1130289.000000 Penalty: 4663.531738
	Iteration 17Q: 3 clusters Score -1130289 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1130338.875000 Penalty: 4663.531738
	Iteration 18Q: 3 clusters Score -1130339 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1130383.250000 Penalty: 4663.531738
	Iteration 19Q: 3 clusters Score -1130383 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1130403.625000 Penalty: 4663.531738
	Iteration 20F: 3 clusters Score -1130404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1130422.125000 Penalty: 4663.531738
	Iteration 21Q: 3 clusters Score -1130422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1130435.125000 Penalty: 4663.531738
	Iteration 22Q: 3 clusters Score -1130435 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1130439.625000 Penalty: 4663.531738
	Iteration 23Q: 3 clusters Score -1130440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1130445.500000 Penalty: 4663.531738
	Iteration 24Q: 3 clusters Score -1130446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1130454.625000 Penalty: 4663.531738
	Iteration 25Q: 3 clusters Score -1130455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1130462.375000 Penalty: 4663.531738
	Iteration 26Q: 3 clusters Score -1130462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1130463.000000 Penalty: 4663.531738
	Iteration 27Q: 3 clusters Score -1130463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1130465.625000 Penalty: 4663.531738
	Iteration 28Q: 3 clusters Score -1130466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1130469.250000 Penalty: 4663.531738
	Iteration 29Q: 3 clusters Score -1130469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1130472.000000 Penalty: 4663.531738
	Iteration 30Q: 3 clusters Score -1130472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1130477.375000 Penalty: 4663.531738
	Iteration 31Q: 3 clusters Score -1130477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1130475.250000 Penalty: 4663.531738
	Iteration 32Q: 3 clusters Score -1130475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1130476.750000 Penalty: 4663.531738
	Iteration 33Q: 3 clusters Score -1130477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1130477.125000 Penalty: 4663.531738
	Iteration 34Q: 3 clusters Score -1130477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1130477.625000 Penalty: 4663.531738
	Iteration 35Q: 3 clusters Score -1130478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1130479.250000 Penalty: 4663.531738
	Iteration 36Q: 3 clusters Score -1130479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1130478.750000 Penalty: 4663.531738
	Iteration 37Q: 3 clusters Score -1130479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1130480.375000 Penalty: 4663.531738
	Iteration 38Q: 3 clusters Score -1130480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1130484.625000 Penalty: 4663.531738
	Iteration 39Q: 3 clusters Score -1130485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1130484.875000 Penalty: 4663.531738
	Iteration 40F: 3 clusters Score -1130485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1130484.500000 Penalty: 4663.531738
	Iteration 41Q: 3 clusters Score -1130484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1130482.000000 Penalty: 4663.531738
	Iteration 42Q: 3 clusters Score -1130482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1130482.750000 Penalty: 4663.531738
	Iteration 43Q: 3 clusters Score -1130483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1130482.750000 Penalty: 4663.531738
	Iteration 44F: 3 clusters Score -1130483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102684 members 
Entering Unmasked Estep 
Score: -10119366.000000 Penalty: 2861.774170
	Iteration 0F: 2 clusters Score -1.011937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -10050576.000000 Penalty: 5723.548340
	Iteration 0F: 3 clusters Score -1.005058e+07 nChanged 48709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -10078282.000000 Penalty: 5723.548340
	Iteration 1F: 3 clusters Score -1.007828e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -10079514.000000 Penalty: 5723.548340
	Iteration 2Q: 3 clusters Score -1.007951e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61429 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -10081481.000000 Penalty: 5723.548340
	Iteration 3Q: 3 clusters Score -1.008148e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -10085109.000000 Penalty: 5723.548340
	Iteration 4F: 3 clusters Score -1.008511e+07 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75574 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -10091499.000000 Penalty: 5723.548340
	Iteration 5F: 3 clusters Score -1.00915e+07 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84995 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -10100117.000000 Penalty: 5723.548340
	Iteration 6F: 3 clusters Score -1.010012e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93233 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -10108266.000000 Penalty: 5723.548340
	Iteration 7F: 3 clusters Score -1.010827e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98287 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -10113016.000000 Penalty: 5723.548340
	Iteration 8Q: 3 clusters Score -1.011302e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100724 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -10115215.000000 Penalty: 5723.548340
	Iteration 9Q: 3 clusters Score -1.011522e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101752 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -10116084.000000 Penalty: 5723.548340
	Iteration 10Q: 3 clusters Score -1.011608e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102161 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10116459.000000 Penalty: 5723.548340
	Iteration 11Q: 3 clusters Score -1.011646e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102309 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10116651.000000 Penalty: 5723.548340
	Iteration 12Q: 3 clusters Score -1.011665e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102376 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10116755.000000 Penalty: 5723.548340
	Iteration 13Q: 3 clusters Score -1.011676e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102392 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10116799.000000 Penalty: 5723.548340
	Iteration 14Q: 3 clusters Score -1.01168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102397 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10116809.000000 Penalty: 5723.548340
	Iteration 15Q: 3 clusters Score -1.011681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102399 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10116847.000000 Penalty: 5723.548340
	Iteration 16Q: 3 clusters Score -1.011685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102398 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10116856.000000 Penalty: 5723.548340
	Iteration 17Q: 3 clusters Score -1.011686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102397 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10116861.000000 Penalty: 5723.548340
	Iteration 18Q: 3 clusters Score -1.011686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102399 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10116864.000000 Penalty: 5723.548340
	Iteration 19Q: 3 clusters Score -1.011686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102401 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10116872.000000 Penalty: 5723.548340
	Iteration 20F: 3 clusters Score -1.011687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102403 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10116884.000000 Penalty: 5723.548340
	Iteration 21Q: 3 clusters Score -1.011688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102411 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10116899.000000 Penalty: 5723.548340
	Iteration 22Q: 3 clusters Score -1.01169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102415 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10116905.000000 Penalty: 5723.548340
	Iteration 23Q: 3 clusters Score -1.01169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102416 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10116910.000000 Penalty: 5723.548340
	Iteration 24Q: 3 clusters Score -1.011691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102417 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10116902.000000 Penalty: 5723.548340
	Iteration 25Q: 3 clusters Score -1.01169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102416 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10116904.000000 Penalty: 5723.548340
	Iteration 26Q: 3 clusters Score -1.01169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102416 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10116904.000000 Penalty: 5723.548340
	Iteration 27F: 3 clusters Score -1.01169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Entering Unmasked Estep 
Score: -542620.375000 Penalty: 2154.276611
	Iteration 0F: 2 clusters Score -542620.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -537586.250000 Penalty: 4308.553223
	Iteration 0F: 3 clusters Score -537586.2 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -538869.125000 Penalty: 4308.553223
	Iteration 1F: 3 clusters Score -538869.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -539093.062500 Penalty: 4308.553223
	Iteration 2F: 3 clusters Score -539093.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -539302.562500 Penalty: 4308.553223
	Iteration 3F: 3 clusters Score -539302.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -539461.625000 Penalty: 4308.553223
	Iteration 4Q: 3 clusters Score -539461.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -539634.812500 Penalty: 4308.553223
	Iteration 5Q: 3 clusters Score -539634.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -539831.875000 Penalty: 4308.553223
	Iteration 6Q: 3 clusters Score -539831.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -540082.375000 Penalty: 4308.553223
	Iteration 7F: 3 clusters Score -540082.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -540363.000000 Penalty: 4308.553223
	Iteration 8F: 3 clusters Score -540363 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -540689.562500 Penalty: 4308.553223
	Iteration 9F: 3 clusters Score -540689.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -541017.125000 Penalty: 4308.553223
	Iteration 10Q: 3 clusters Score -541017.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -541253.500000 Penalty: 4308.553223
	Iteration 11Q: 3 clusters Score -541253.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -541414.000000 Penalty: 4308.553223
	Iteration 12Q: 3 clusters Score -541414 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -541514.312500 Penalty: 4308.553223
	Iteration 13Q: 3 clusters Score -541514.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -541568.875000 Penalty: 4308.553223
	Iteration 14Q: 3 clusters Score -541568.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -541602.000000 Penalty: 4308.553223
	Iteration 15Q: 3 clusters Score -541602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -541627.250000 Penalty: 4308.553223
	Iteration 16Q: 3 clusters Score -541627.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -541641.312500 Penalty: 4308.553223
	Iteration 17Q: 3 clusters Score -541641.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -541655.812500 Penalty: 4308.553223
	Iteration 18Q: 3 clusters Score -541655.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -541659.750000 Penalty: 4308.553223
	Iteration 19Q: 3 clusters Score -541659.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -541663.250000 Penalty: 4308.553223
	Iteration 20F: 3 clusters Score -541663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -541666.937500 Penalty: 4308.553223
	Iteration 21Q: 3 clusters Score -541666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -541670.812500 Penalty: 4308.553223
	Iteration 22Q: 3 clusters Score -541670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -541675.250000 Penalty: 4308.553223
	Iteration 23Q: 3 clusters Score -541675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -541674.812500 Penalty: 4308.553223
	Iteration 24Q: 3 clusters Score -541674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -541676.437500 Penalty: 4308.553223
	Iteration 25Q: 3 clusters Score -541676.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -541676.437500 Penalty: 4308.553223
	Iteration 26F: 3 clusters Score -541676.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Entering Unmasked Estep 
Score: -1315012.625000 Penalty: 2363.771484
	Iteration 0F: 2 clusters Score -1315013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1304867.625000 Penalty: 4727.542969
	Iteration 0F: 3 clusters Score -1304868 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1307882.875000 Penalty: 4727.542969
	Iteration 1F: 3 clusters Score -1307883 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1308197.500000 Penalty: 4727.542969
	Iteration 2F: 3 clusters Score -1308198 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1308482.000000 Penalty: 4727.542969
	Iteration 3F: 3 clusters Score -1308482 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1308755.500000 Penalty: 4727.542969
	Iteration 4Q: 3 clusters Score -1308756 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1309070.000000 Penalty: 4727.542969
	Iteration 5Q: 3 clusters Score -1309070 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1309435.375000 Penalty: 4727.542969
	Iteration 6Q: 3 clusters Score -1309435 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1309912.250000 Penalty: 4727.542969
	Iteration 7F: 3 clusters Score -1309912 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1310518.250000 Penalty: 4727.542969
	Iteration 8F: 3 clusters Score -1310518 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1311158.750000 Penalty: 4727.542969
	Iteration 9F: 3 clusters Score -1311159 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1311665.750000 Penalty: 4727.542969
	Iteration 10Q: 3 clusters Score -1311666 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1312056.750000 Penalty: 4727.542969
	Iteration 11Q: 3 clusters Score -1312057 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1312344.250000 Penalty: 4727.542969
	Iteration 12Q: 3 clusters Score -1312344 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1312528.375000 Penalty: 4727.542969
	Iteration 13Q: 3 clusters Score -1312528 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1312665.750000 Penalty: 4727.542969
	Iteration 14Q: 3 clusters Score -1312666 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1312763.875000 Penalty: 4727.542969
	Iteration 15Q: 3 clusters Score -1312764 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1312828.875000 Penalty: 4727.542969
	Iteration 16Q: 3 clusters Score -1312829 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1312876.750000 Penalty: 4727.542969
	Iteration 17Q: 3 clusters Score -1312877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1312907.875000 Penalty: 4727.542969
	Iteration 18Q: 3 clusters Score -1312908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1312926.125000 Penalty: 4727.542969
	Iteration 19Q: 3 clusters Score -1312926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1312941.500000 Penalty: 4727.542969
	Iteration 20F: 3 clusters Score -1312942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1312954.000000 Penalty: 4727.542969
	Iteration 21Q: 3 clusters Score -1312954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1312961.000000 Penalty: 4727.542969
	Iteration 22Q: 3 clusters Score -1312961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1312969.125000 Penalty: 4727.542969
	Iteration 23Q: 3 clusters Score -1312969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1312977.000000 Penalty: 4727.542969
	Iteration 24Q: 3 clusters Score -1312977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1312976.875000 Penalty: 4727.542969
	Iteration 25Q: 3 clusters Score -1312977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1312983.875000 Penalty: 4727.542969
	Iteration 26Q: 3 clusters Score -1312984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1312995.500000 Penalty: 4727.542969
	Iteration 27Q: 3 clusters Score -1312996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1312996.500000 Penalty: 4727.542969
	Iteration 28Q: 3 clusters Score -1312996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1312997.750000 Penalty: 4727.542969
	Iteration 29Q: 3 clusters Score -1312998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1312998.500000 Penalty: 4727.542969
	Iteration 30Q: 3 clusters Score -1312998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1312998.500000 Penalty: 4727.542969
	Iteration 31F: 3 clusters Score -1312998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Entering Unmasked Estep 
Score: -511734.031250 Penalty: 2151.962646
	Iteration 0F: 2 clusters Score -511734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -506643.375000 Penalty: 4303.925293
	Iteration 0F: 3 clusters Score -506643.4 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -507990.843750 Penalty: 4303.925293
	Iteration 1F: 3 clusters Score -507990.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -508347.468750 Penalty: 4303.925293
	Iteration 2F: 3 clusters Score -508347.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -508710.843750 Penalty: 4303.925293
	Iteration 3F: 3 clusters Score -508710.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -509178.531250 Penalty: 4303.925293
	Iteration 4F: 3 clusters Score -509178.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -509696.000000 Penalty: 4303.925293
	Iteration 5F: 3 clusters Score -509696 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -510233.343750 Penalty: 4303.925293
	Iteration 6F: 3 clusters Score -510233.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -510642.375000 Penalty: 4303.925293
	Iteration 7F: 3 clusters Score -510642.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -510906.406250 Penalty: 4303.925293
	Iteration 8Q: 3 clusters Score -510906.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -511045.562500 Penalty: 4303.925293
	Iteration 9Q: 3 clusters Score -511045.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -511121.218750 Penalty: 4303.925293
	Iteration 10Q: 3 clusters Score -511121.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -511160.812500 Penalty: 4303.925293
	Iteration 11Q: 3 clusters Score -511160.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -511177.250000 Penalty: 4303.925293
	Iteration 12Q: 3 clusters Score -511177.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -511187.500000 Penalty: 4303.925293
	Iteration 13Q: 3 clusters Score -511187.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -511191.937500 Penalty: 4303.925293
	Iteration 14Q: 3 clusters Score -511191.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -511194.500000 Penalty: 4303.925293
	Iteration 15Q: 3 clusters Score -511194.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -511194.031250 Penalty: 4303.925293
	Iteration 16Q: 3 clusters Score -511194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -511195.437500 Penalty: 4303.925293
	Iteration 17Q: 3 clusters Score -511195.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -511196.187500 Penalty: 4303.925293
	Iteration 18Q: 3 clusters Score -511196.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -511195.812500 Penalty: 4303.925293
	Iteration 19Q: 3 clusters Score -511195.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -511195.500000 Penalty: 4303.925293
	Iteration 20F: 3 clusters Score -511195.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Entering Unmasked Estep 
Score: -1775366.250000 Penalty: 2434.495117
	Iteration 0F: 2 clusters Score -1775366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1762418.500000 Penalty: 4868.990234
	Iteration 0F: 3 clusters Score -1762418 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1766519.375000 Penalty: 4868.990234
	Iteration 1F: 3 clusters Score -1766519 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1766893.625000 Penalty: 4868.990234
	Iteration 2F: 3 clusters Score -1766894 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1767220.500000 Penalty: 4868.990234
	Iteration 3Q: 3 clusters Score -1767220 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1767498.625000 Penalty: 4868.990234
	Iteration 4Q: 3 clusters Score -1767499 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1767727.000000 Penalty: 4868.990234
	Iteration 5Q: 3 clusters Score -1767727 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1767963.875000 Penalty: 4868.990234
	Iteration 6Q: 3 clusters Score -1767964 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1768221.625000 Penalty: 4868.990234
	Iteration 7Q: 3 clusters Score -1768222 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1768508.000000 Penalty: 4868.990234
	Iteration 8Q: 3 clusters Score -1768508 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1768808.375000 Penalty: 4868.990234
	Iteration 9Q: 3 clusters Score -1768808 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1769133.625000 Penalty: 4868.990234
	Iteration 10Q: 3 clusters Score -1769134 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1769508.875000 Penalty: 4868.990234
	Iteration 11Q: 3 clusters Score -1769509 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1769957.250000 Penalty: 4868.990234
	Iteration 12Q: 3 clusters Score -1769957 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1770489.250000 Penalty: 4868.990234
	Iteration 13Q: 3 clusters Score -1770489 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1771006.750000 Penalty: 4868.990234
	Iteration 14Q: 3 clusters Score -1771007 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1771515.000000 Penalty: 4868.990234
	Iteration 15Q: 3 clusters Score -1771515 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1771893.125000 Penalty: 4868.990234
	Iteration 16Q: 3 clusters Score -1771893 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1772189.625000 Penalty: 4868.990234
	Iteration 17Q: 3 clusters Score -1772190 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1772439.250000 Penalty: 4868.990234
	Iteration 18Q: 3 clusters Score -1772439 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1772746.125000 Penalty: 4868.990234
	Iteration 19Q: 3 clusters Score -1772746 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1773114.375000 Penalty: 4868.990234
	Iteration 20F: 3 clusters Score -1773114 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1773486.250000 Penalty: 4868.990234
	Iteration 21Q: 3 clusters Score -1773486 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1773825.875000 Penalty: 4868.990234
	Iteration 22Q: 3 clusters Score -1773826 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1774119.875000 Penalty: 4868.990234
	Iteration 23Q: 3 clusters Score -1774120 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1774321.875000 Penalty: 4868.990234
	Iteration 24Q: 3 clusters Score -1774322 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1774458.625000 Penalty: 4868.990234
	Iteration 25Q: 3 clusters Score -1774459 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1774561.000000 Penalty: 4868.990234
	Iteration 26Q: 3 clusters Score -1774561 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1774657.375000 Penalty: 4868.990234
	Iteration 27Q: 3 clusters Score -1774657 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1774734.125000 Penalty: 4868.990234
	Iteration 28Q: 3 clusters Score -1774734 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1774804.125000 Penalty: 4868.990234
	Iteration 29Q: 3 clusters Score -1774804 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1774838.250000 Penalty: 4868.990234
	Iteration 30Q: 3 clusters Score -1774838 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1774865.750000 Penalty: 4868.990234
	Iteration 31Q: 3 clusters Score -1774866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1774877.875000 Penalty: 4868.990234
	Iteration 32Q: 3 clusters Score -1774878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1774888.750000 Penalty: 4868.990234
	Iteration 33Q: 3 clusters Score -1774889 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1774896.875000 Penalty: 4868.990234
	Iteration 34Q: 3 clusters Score -1774897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1774900.500000 Penalty: 4868.990234
	Iteration 35Q: 3 clusters Score -1774900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1774906.500000 Penalty: 4868.990234
	Iteration 36Q: 3 clusters Score -1774906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1774910.875000 Penalty: 4868.990234
	Iteration 37Q: 3 clusters Score -1774911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1774910.375000 Penalty: 4868.990234
	Iteration 38Q: 3 clusters Score -1774910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1774908.750000 Penalty: 4868.990234
	Iteration 39Q: 3 clusters Score -1774909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1774909.750000 Penalty: 4868.990234
	Iteration 40F: 3 clusters Score -1774910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1774912.250000 Penalty: 4868.990234
	Iteration 41Q: 3 clusters Score -1774912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1774912.250000 Penalty: 4868.990234
	Iteration 42Q: 3 clusters Score -1774912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1774908.125000 Penalty: 4868.990234
	Iteration 43Q: 3 clusters Score -1774908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1774907.000000 Penalty: 4868.990234
	Iteration 44Q: 3 clusters Score -1774907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1774913.000000 Penalty: 4868.990234
	Iteration 45Q: 3 clusters Score -1774913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1774912.500000 Penalty: 4868.990234
	Iteration 46Q: 3 clusters Score -1774912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1774912.250000 Penalty: 4868.990234
	Iteration 47Q: 3 clusters Score -1774912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1774915.000000 Penalty: 4868.990234
	Iteration 48Q: 3 clusters Score -1774915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1774913.375000 Penalty: 4868.990234
	Iteration 49Q: 3 clusters Score -1774913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1774913.750000 Penalty: 4868.990234
	Iteration 50Q: 3 clusters Score -1774914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1774913.750000 Penalty: 4868.990234
	Iteration 51F: 3 clusters Score -1774914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Entering Unmasked Estep 
Score: -1087395.125000 Penalty: 2325.359131
	Iteration 0F: 2 clusters Score -1087395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1078609.625000 Penalty: 4650.718262
	Iteration 0F: 3 clusters Score -1078610 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1081339.250000 Penalty: 4650.718262
	Iteration 1F: 3 clusters Score -1081339 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1081830.000000 Penalty: 4650.718262
	Iteration 2F: 3 clusters Score -1081830 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1082300.000000 Penalty: 4650.718262
	Iteration 3F: 3 clusters Score -1082300 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1082785.750000 Penalty: 4650.718262
	Iteration 4F: 3 clusters Score -1082786 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1083261.875000 Penalty: 4650.718262
	Iteration 5F: 3 clusters Score -1083262 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1083682.125000 Penalty: 4650.718262
	Iteration 6F: 3 clusters Score -1083682 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1084078.375000 Penalty: 4650.718262
	Iteration 7Q: 3 clusters Score -1084078 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1084398.750000 Penalty: 4650.718262
	Iteration 8Q: 3 clusters Score -1084399 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1084673.750000 Penalty: 4650.718262
	Iteration 9Q: 3 clusters Score -1084674 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1084882.875000 Penalty: 4650.718262
	Iteration 10Q: 3 clusters Score -1084883 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1085065.250000 Penalty: 4650.718262
	Iteration 11Q: 3 clusters Score -1085065 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1085264.250000 Penalty: 4650.718262
	Iteration 12Q: 3 clusters Score -1085264 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1085436.750000 Penalty: 4650.718262
	Iteration 13Q: 3 clusters Score -1085437 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1085574.750000 Penalty: 4650.718262
	Iteration 14Q: 3 clusters Score -1085575 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1085671.250000 Penalty: 4650.718262
	Iteration 15Q: 3 clusters Score -1085671 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1085750.125000 Penalty: 4650.718262
	Iteration 16Q: 3 clusters Score -1085750 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1085793.375000 Penalty: 4650.718262
	Iteration 17Q: 3 clusters Score -1085793 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1085829.375000 Penalty: 4650.718262
	Iteration 18Q: 3 clusters Score -1085829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1085857.875000 Penalty: 4650.718262
	Iteration 19Q: 3 clusters Score -1085858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1085873.875000 Penalty: 4650.718262
	Iteration 20F: 3 clusters Score -1085874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1085887.625000 Penalty: 4650.718262
	Iteration 21Q: 3 clusters Score -1085888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1085897.500000 Penalty: 4650.718262
	Iteration 22Q: 3 clusters Score -1085898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1085903.625000 Penalty: 4650.718262
	Iteration 23Q: 3 clusters Score -1085904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1085907.250000 Penalty: 4650.718262
	Iteration 24Q: 3 clusters Score -1085907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1085910.375000 Penalty: 4650.718262
	Iteration 25Q: 3 clusters Score -1085910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1085912.250000 Penalty: 4650.718262
	Iteration 26Q: 3 clusters Score -1085912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1085913.250000 Penalty: 4650.718262
	Iteration 27Q: 3 clusters Score -1085913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1085914.500000 Penalty: 4650.718262
	Iteration 28Q: 3 clusters Score -1085914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1085918.875000 Penalty: 4650.718262
	Iteration 29Q: 3 clusters Score -1085919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1085918.875000 Penalty: 4650.718262
	Iteration 30F: 3 clusters Score -1085919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Entering Unmasked Estep 
Score: -864366.812500 Penalty: 2289.682373
	Iteration 0F: 2 clusters Score -864366.8 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 5021 members 
Entering Unmasked Estep 
Score: -856571.750000 Penalty: 4579.364746
	Iteration 0F: 3 clusters Score -856571.8 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -859085.687500 Penalty: 4579.364746
	Iteration 1F: 3 clusters Score -859085.7 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -859529.187500 Penalty: 4579.364746
	Iteration 2F: 3 clusters Score -859529.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -859983.937500 Penalty: 4579.364746
	Iteration 3F: 3 clusters Score -859983.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -860463.562500 Penalty: 4579.364746
	Iteration 4F: 3 clusters Score -860463.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -860902.875000 Penalty: 4579.364746
	Iteration 5F: 3 clusters Score -860902.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -861284.187500 Penalty: 4579.364746
	Iteration 6F: 3 clusters Score -861284.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -861572.562500 Penalty: 4579.364746
	Iteration 7Q: 3 clusters Score -861572.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -861769.687500 Penalty: 4579.364746
	Iteration 8Q: 3 clusters Score -861769.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -861948.500000 Penalty: 4579.364746
	Iteration 9Q: 3 clusters Score -861948.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -862113.250000 Penalty: 4579.364746
	Iteration 10Q: 3 clusters Score -862113.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -862245.937500 Penalty: 4579.364746
	Iteration 11Q: 3 clusters Score -862245.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -862355.750000 Penalty: 4579.364746
	Iteration 12Q: 3 clusters Score -862355.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -862449.937500 Penalty: 4579.364746
	Iteration 13Q: 3 clusters Score -862449.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -862532.562500 Penalty: 4579.364746
	Iteration 14Q: 3 clusters Score -862532.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -862621.187500 Penalty: 4579.364746
	Iteration 15Q: 3 clusters Score -862621.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -862696.375000 Penalty: 4579.364746
	Iteration 16Q: 3 clusters Score -862696.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -862754.687500 Penalty: 4579.364746
	Iteration 17Q: 3 clusters Score -862754.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -862817.812500 Penalty: 4579.364746
	Iteration 18Q: 3 clusters Score -862817.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -862883.000000 Penalty: 4579.364746
	Iteration 19Q: 3 clusters Score -862883 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -862959.312500 Penalty: 4579.364746
	Iteration 20F: 3 clusters Score -862959.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -863026.250000 Penalty: 4579.364746
	Iteration 21Q: 3 clusters Score -863026.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -863082.750000 Penalty: 4579.364746
	Iteration 22Q: 3 clusters Score -863082.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -863113.625000 Penalty: 4579.364746
	Iteration 23Q: 3 clusters Score -863113.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -863154.000000 Penalty: 4579.364746
	Iteration 24Q: 3 clusters Score -863154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -863185.562500 Penalty: 4579.364746
	Iteration 25Q: 3 clusters Score -863185.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -863221.312500 Penalty: 4579.364746
	Iteration 26Q: 3 clusters Score -863221.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -863246.375000 Penalty: 4579.364746
	Iteration 27Q: 3 clusters Score -863246.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -863267.500000 Penalty: 4579.364746
	Iteration 28Q: 3 clusters Score -863267.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -863284.625000 Penalty: 4579.364746
	Iteration 29Q: 3 clusters Score -863284.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -863302.812500 Penalty: 4579.364746
	Iteration 30Q: 3 clusters Score -863302.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -863342.250000 Penalty: 4579.364746
	Iteration 31Q: 3 clusters Score -863342.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -863397.437500 Penalty: 4579.364746
	Iteration 32Q: 3 clusters Score -863397.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -863435.750000 Penalty: 4579.364746
	Iteration 33Q: 3 clusters Score -863435.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -863478.312500 Penalty: 4579.364746
	Iteration 34Q: 3 clusters Score -863478.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -863509.812500 Penalty: 4579.364746
	Iteration 35Q: 3 clusters Score -863509.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -863538.562500 Penalty: 4579.364746
	Iteration 36Q: 3 clusters Score -863538.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -863557.250000 Penalty: 4579.364746
	Iteration 37Q: 3 clusters Score -863557.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -863576.250000 Penalty: 4579.364746
	Iteration 38Q: 3 clusters Score -863576.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -863587.625000 Penalty: 4579.364746
	Iteration 39Q: 3 clusters Score -863587.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -863603.062500 Penalty: 4579.364746
	Iteration 40F: 3 clusters Score -863603.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -863626.625000 Penalty: 4579.364746
	Iteration 41Q: 3 clusters Score -863626.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -863648.937500 Penalty: 4579.364746
	Iteration 42Q: 3 clusters Score -863648.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -863663.687500 Penalty: 4579.364746
	Iteration 43Q: 3 clusters Score -863663.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -863674.812500 Penalty: 4579.364746
	Iteration 44Q: 3 clusters Score -863674.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -863680.750000 Penalty: 4579.364746
	Iteration 45Q: 3 clusters Score -863680.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -863686.125000 Penalty: 4579.364746
	Iteration 46Q: 3 clusters Score -863686.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -863687.812500 Penalty: 4579.364746
	Iteration 47Q: 3 clusters Score -863687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -863689.937500 Penalty: 4579.364746
	Iteration 48Q: 3 clusters Score -863689.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -863691.562500 Penalty: 4579.364746
	Iteration 49Q: 3 clusters Score -863691.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -863691.750000 Penalty: 4579.364746
	Iteration 50Q: 3 clusters Score -863691.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -863694.562500 Penalty: 4579.364746
	Iteration 51Q: 3 clusters Score -863694.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -863694.562500 Penalty: 4579.364746
	Iteration 52F: 3 clusters Score -863694.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Entering Unmasked Estep 
Score: -851421.312500 Penalty: 2259.545898
	Iteration 0F: 2 clusters Score -851421.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -844327.812500 Penalty: 4519.091797
	Iteration 0F: 3 clusters Score -844327.8 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -846504.500000 Penalty: 4519.091797
	Iteration 1F: 3 clusters Score -846504.5 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -846890.937500 Penalty: 4519.091797
	Iteration 2F: 3 clusters Score -846890.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -847237.062500 Penalty: 4519.091797
	Iteration 3F: 3 clusters Score -847237.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -847580.812500 Penalty: 4519.091797
	Iteration 4F: 3 clusters Score -847580.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -847905.500000 Penalty: 4519.091797
	Iteration 5Q: 3 clusters Score -847905.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -848309.500000 Penalty: 4519.091797
	Iteration 6Q: 3 clusters Score -848309.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -848698.375000 Penalty: 4519.091797
	Iteration 7F: 3 clusters Score -848698.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -848987.687500 Penalty: 4519.091797
	Iteration 8Q: 3 clusters Score -848987.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -849195.250000 Penalty: 4519.091797
	Iteration 9Q: 3 clusters Score -849195.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -849337.500000 Penalty: 4519.091797
	Iteration 10Q: 3 clusters Score -849337.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -849442.437500 Penalty: 4519.091797
	Iteration 11Q: 3 clusters Score -849442.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -849527.937500 Penalty: 4519.091797
	Iteration 12Q: 3 clusters Score -849527.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -849586.250000 Penalty: 4519.091797
	Iteration 13Q: 3 clusters Score -849586.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -849630.875000 Penalty: 4519.091797
	Iteration 14Q: 3 clusters Score -849630.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -849663.500000 Penalty: 4519.091797
	Iteration 15Q: 3 clusters Score -849663.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -849703.250000 Penalty: 4519.091797
	Iteration 16Q: 3 clusters Score -849703.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -849729.812500 Penalty: 4519.091797
	Iteration 17Q: 3 clusters Score -849729.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -849747.750000 Penalty: 4519.091797
	Iteration 18Q: 3 clusters Score -849747.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -849765.062500 Penalty: 4519.091797
	Iteration 19Q: 3 clusters Score -849765.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -849777.875000 Penalty: 4519.091797
	Iteration 20F: 3 clusters Score -849777.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -849783.437500 Penalty: 4519.091797
	Iteration 21Q: 3 clusters Score -849783.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -849789.250000 Penalty: 4519.091797
	Iteration 22Q: 3 clusters Score -849789.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -849791.812500 Penalty: 4519.091797
	Iteration 23Q: 3 clusters Score -849791.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -849794.500000 Penalty: 4519.091797
	Iteration 24Q: 3 clusters Score -849794.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -849797.500000 Penalty: 4519.091797
	Iteration 25Q: 3 clusters Score -849797.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -849799.500000 Penalty: 4519.091797
	Iteration 26Q: 3 clusters Score -849799.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -849801.812500 Penalty: 4519.091797
	Iteration 27Q: 3 clusters Score -849801.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -849801.875000 Penalty: 4519.091797
	Iteration 28Q: 3 clusters Score -849801.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -849802.125000 Penalty: 4519.091797
	Iteration 29Q: 3 clusters Score -849802.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -849802.687500 Penalty: 4519.091797
	Iteration 30Q: 3 clusters Score -849802.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -849803.250000 Penalty: 4519.091797
	Iteration 31Q: 3 clusters Score -849803.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -849803.875000 Penalty: 4519.091797
	Iteration 32Q: 3 clusters Score -849803.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -849807.375000 Penalty: 4519.091797
	Iteration 33Q: 3 clusters Score -849807.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -849806.875000 Penalty: 4519.091797
	Iteration 34Q: 3 clusters Score -849806.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -849807.562500 Penalty: 4519.091797
	Iteration 35Q: 3 clusters Score -849807.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -849807.500000 Penalty: 4519.091797
	Iteration 36Q: 3 clusters Score -849807.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -849807.000000 Penalty: 4519.091797
	Iteration 37Q: 3 clusters Score -849807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -849805.562500 Penalty: 4519.091797
	Iteration 38Q: 3 clusters Score -849805.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -849808.625000 Penalty: 4519.091797
	Iteration 39Q: 3 clusters Score -849808.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -849808.750000 Penalty: 4519.091797
	Iteration 40F: 3 clusters Score -849808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -849811.187500 Penalty: 4519.091797
	Iteration 41Q: 3 clusters Score -849811.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -849811.312500 Penalty: 4519.091797
	Iteration 42Q: 3 clusters Score -849811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -849809.687500 Penalty: 4519.091797
	Iteration 43Q: 3 clusters Score -849809.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -849812.000000 Penalty: 4519.091797
	Iteration 44Q: 3 clusters Score -849812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -849812.625000 Penalty: 4519.091797
	Iteration 45Q: 3 clusters Score -849812.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -849813.625000 Penalty: 4519.091797
	Iteration 46Q: 3 clusters Score -849813.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -849813.437500 Penalty: 4519.091797
	Iteration 47Q: 3 clusters Score -849813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -849813.000000 Penalty: 4519.091797
	Iteration 48Q: 3 clusters Score -849813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -849813.437500 Penalty: 4519.091797
	Iteration 49Q: 3 clusters Score -849813.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -849813.875000 Penalty: 4519.091797
	Iteration 50Q: 3 clusters Score -849813.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -849812.750000 Penalty: 4519.091797
	Iteration 51Q: 3 clusters Score -849812.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -849813.625000 Penalty: 4519.091797
	Iteration 52Q: 3 clusters Score -849813.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -849814.062500 Penalty: 4519.091797
	Iteration 53Q: 3 clusters Score -849814.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -849814.062500 Penalty: 4519.091797
	Iteration 54F: 3 clusters Score -849814.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Entering Unmasked Estep 
Score: -2469734.500000 Penalty: 2518.253174
	Iteration 0F: 2 clusters Score -2469734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2451912.500000 Penalty: 5036.506348
	Iteration 0F: 3 clusters Score -2451912 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2458346.000000 Penalty: 5036.506348
	Iteration 1F: 3 clusters Score -2458346 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2459269.500000 Penalty: 5036.506348
	Iteration 2F: 3 clusters Score -2459270 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2460319.000000 Penalty: 5036.506348
	Iteration 3F: 3 clusters Score -2460319 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2461397.750000 Penalty: 5036.506348
	Iteration 4F: 3 clusters Score -2461398 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2462478.750000 Penalty: 5036.506348
	Iteration 5F: 3 clusters Score -2462479 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2463520.750000 Penalty: 5036.506348
	Iteration 6F: 3 clusters Score -2463521 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2464372.000000 Penalty: 5036.506348
	Iteration 7F: 3 clusters Score -2464372 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2465013.500000 Penalty: 5036.506348
	Iteration 8Q: 3 clusters Score -2465014 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2465459.750000 Penalty: 5036.506348
	Iteration 9Q: 3 clusters Score -2465460 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2465755.000000 Penalty: 5036.506348
	Iteration 10Q: 3 clusters Score -2465755 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2465960.250000 Penalty: 5036.506348
	Iteration 11Q: 3 clusters Score -2465960 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2466133.000000 Penalty: 5036.506348
	Iteration 12Q: 3 clusters Score -2466133 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2466273.500000 Penalty: 5036.506348
	Iteration 13Q: 3 clusters Score -2466274 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2466410.250000 Penalty: 5036.506348
	Iteration 14Q: 3 clusters Score -2466410 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2466511.750000 Penalty: 5036.506348
	Iteration 15Q: 3 clusters Score -2466512 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2466607.000000 Penalty: 5036.506348
	Iteration 16Q: 3 clusters Score -2466607 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2466666.250000 Penalty: 5036.506348
	Iteration 17Q: 3 clusters Score -2466666 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2466725.000000 Penalty: 5036.506348
	Iteration 18Q: 3 clusters Score -2466725 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2466774.500000 Penalty: 5036.506348
	Iteration 19Q: 3 clusters Score -2466774 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2466814.750000 Penalty: 5036.506348
	Iteration 20F: 3 clusters Score -2466815 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2466842.500000 Penalty: 5036.506348
	Iteration 21Q: 3 clusters Score -2466842 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2466885.750000 Penalty: 5036.506348
	Iteration 22Q: 3 clusters Score -2466886 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2466914.750000 Penalty: 5036.506348
	Iteration 23Q: 3 clusters Score -2466915 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2466961.250000 Penalty: 5036.506348
	Iteration 24Q: 3 clusters Score -2466961 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2466995.750000 Penalty: 5036.506348
	Iteration 25Q: 3 clusters Score -2466996 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2467029.500000 Penalty: 5036.506348
	Iteration 26Q: 3 clusters Score -2467030 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2467064.000000 Penalty: 5036.506348
	Iteration 27Q: 3 clusters Score -2467064 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2467086.250000 Penalty: 5036.506348
	Iteration 28Q: 3 clusters Score -2467086 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2467121.500000 Penalty: 5036.506348
	Iteration 29Q: 3 clusters Score -2467122 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2467146.250000 Penalty: 5036.506348
	Iteration 30Q: 3 clusters Score -2467146 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2467173.500000 Penalty: 5036.506348
	Iteration 31Q: 3 clusters Score -2467174 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2467211.000000 Penalty: 5036.506348
	Iteration 32Q: 3 clusters Score -2467211 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2467237.250000 Penalty: 5036.506348
	Iteration 33Q: 3 clusters Score -2467237 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2467275.750000 Penalty: 5036.506348
	Iteration 34Q: 3 clusters Score -2467276 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2467328.250000 Penalty: 5036.506348
	Iteration 35Q: 3 clusters Score -2467328 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2467377.250000 Penalty: 5036.506348
	Iteration 36Q: 3 clusters Score -2467377 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2467426.500000 Penalty: 5036.506348
	Iteration 37Q: 3 clusters Score -2467426 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2467504.000000 Penalty: 5036.506348
	Iteration 38Q: 3 clusters Score -2467504 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2467581.000000 Penalty: 5036.506348
	Iteration 39Q: 3 clusters Score -2467581 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2467670.500000 Penalty: 5036.506348
	Iteration 40F: 3 clusters Score -2467670 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2467769.250000 Penalty: 5036.506348
	Iteration 41Q: 3 clusters Score -2467769 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2467857.750000 Penalty: 5036.506348
	Iteration 42Q: 3 clusters Score -2467858 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2467959.750000 Penalty: 5036.506348
	Iteration 43Q: 3 clusters Score -2467960 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2468047.000000 Penalty: 5036.506348
	Iteration 44Q: 3 clusters Score -2468047 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2468112.750000 Penalty: 5036.506348
	Iteration 45Q: 3 clusters Score -2468113 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2468164.750000 Penalty: 5036.506348
	Iteration 46Q: 3 clusters Score -2468165 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2468192.250000 Penalty: 5036.506348
	Iteration 47Q: 3 clusters Score -2468192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2468222.000000 Penalty: 5036.506348
	Iteration 48Q: 3 clusters Score -2468222 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2468249.250000 Penalty: 5036.506348
	Iteration 49Q: 3 clusters Score -2468249 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2468267.000000 Penalty: 5036.506348
	Iteration 50Q: 3 clusters Score -2468267 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2468283.750000 Penalty: 5036.506348
	Iteration 51Q: 3 clusters Score -2468284 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2468281.250000 Penalty: 5036.506348
	Iteration 52Q: 3 clusters Score -2468281 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2468283.250000 Penalty: 5036.506348
	Iteration 53Q: 3 clusters Score -2468283 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2468288.500000 Penalty: 5036.506348
	Iteration 54Q: 3 clusters Score -2468288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2468287.000000 Penalty: 5036.506348
	Iteration 55Q: 3 clusters Score -2468287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2468289.250000 Penalty: 5036.506348
	Iteration 56Q: 3 clusters Score -2468289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2468290.750000 Penalty: 5036.506348
	Iteration 57Q: 3 clusters Score -2468291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2468299.000000 Penalty: 5036.506348
	Iteration 58Q: 3 clusters Score -2468299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2468294.000000 Penalty: 5036.506348
	Iteration 59Q: 3 clusters Score -2468294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2468297.750000 Penalty: 5036.506348
	Iteration 60F: 3 clusters Score -2468298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2468299.250000 Penalty: 5036.506348
	Iteration 61Q: 3 clusters Score -2468299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2468297.750000 Penalty: 5036.506348
	Iteration 62Q: 3 clusters Score -2468298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2468299.000000 Penalty: 5036.506348
	Iteration 63Q: 3 clusters Score -2468299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2468298.500000 Penalty: 5036.506348
	Iteration 64Q: 3 clusters Score -2468298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2468298.750000 Penalty: 5036.506348
	Iteration 65Q: 3 clusters Score -2468299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2468298.750000 Penalty: 5036.506348
	Iteration 66F: 3 clusters Score -2468299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Entering Unmasked Estep 
Score: -808115.312500 Penalty: 2251.218750
	Iteration 0F: 2 clusters Score -808115.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -801265.250000 Penalty: 4502.437500
	Iteration 0F: 3 clusters Score -801265.2 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -803208.562500 Penalty: 4502.437500
	Iteration 1F: 3 clusters Score -803208.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -803647.312500 Penalty: 4502.437500
	Iteration 2F: 3 clusters Score -803647.3 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -804059.562500 Penalty: 4502.437500
	Iteration 3F: 3 clusters Score -804059.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -804547.000000 Penalty: 4502.437500
	Iteration 4F: 3 clusters Score -804547 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -805063.500000 Penalty: 4502.437500
	Iteration 5F: 3 clusters Score -805063.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -805480.000000 Penalty: 4502.437500
	Iteration 6F: 3 clusters Score -805480 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -805835.750000 Penalty: 4502.437500
	Iteration 7F: 3 clusters Score -805835.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -806092.437500 Penalty: 4502.437500
	Iteration 8Q: 3 clusters Score -806092.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -806260.937500 Penalty: 4502.437500
	Iteration 9Q: 3 clusters Score -806260.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -806381.187500 Penalty: 4502.437500
	Iteration 10Q: 3 clusters Score -806381.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -806476.375000 Penalty: 4502.437500
	Iteration 11Q: 3 clusters Score -806476.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -806545.187500 Penalty: 4502.437500
	Iteration 12Q: 3 clusters Score -806545.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -806598.500000 Penalty: 4502.437500
	Iteration 13Q: 3 clusters Score -806598.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -806642.687500 Penalty: 4502.437500
	Iteration 14Q: 3 clusters Score -806642.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -806671.187500 Penalty: 4502.437500
	Iteration 15Q: 3 clusters Score -806671.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -806692.937500 Penalty: 4502.437500
	Iteration 16Q: 3 clusters Score -806692.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -806709.000000 Penalty: 4502.437500
	Iteration 17Q: 3 clusters Score -806709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -806715.875000 Penalty: 4502.437500
	Iteration 18Q: 3 clusters Score -806715.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -806721.750000 Penalty: 4502.437500
	Iteration 19Q: 3 clusters Score -806721.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -806727.062500 Penalty: 4502.437500
	Iteration 20F: 3 clusters Score -806727.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -806731.875000 Penalty: 4502.437500
	Iteration 21Q: 3 clusters Score -806731.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -806736.000000 Penalty: 4502.437500
	Iteration 22Q: 3 clusters Score -806736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -806741.250000 Penalty: 4502.437500
	Iteration 23Q: 3 clusters Score -806741.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -806744.812500 Penalty: 4502.437500
	Iteration 24Q: 3 clusters Score -806744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -806744.625000 Penalty: 4502.437500
	Iteration 25Q: 3 clusters Score -806744.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -806746.125000 Penalty: 4502.437500
	Iteration 26Q: 3 clusters Score -806746.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -806747.500000 Penalty: 4502.437500
	Iteration 27Q: 3 clusters Score -806747.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -806746.437500 Penalty: 4502.437500
	Iteration 28Q: 3 clusters Score -806746.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -806749.312500 Penalty: 4502.437500
	Iteration 29Q: 3 clusters Score -806749.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -806750.687500 Penalty: 4502.437500
	Iteration 30Q: 3 clusters Score -806750.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -806752.375000 Penalty: 4502.437500
	Iteration 31Q: 3 clusters Score -806752.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -806753.062500 Penalty: 4502.437500
	Iteration 32Q: 3 clusters Score -806753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -806752.312500 Penalty: 4502.437500
	Iteration 33Q: 3 clusters Score -806752.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -806753.125000 Penalty: 4502.437500
	Iteration 34Q: 3 clusters Score -806753.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -806753.125000 Penalty: 4502.437500
	Iteration 35F: 3 clusters Score -806753.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Entering Unmasked Estep 
Score: -584400.625000 Penalty: 2170.287109
	Iteration 0F: 2 clusters Score -584400.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -579089.187500 Penalty: 4340.574219
	Iteration 0F: 3 clusters Score -579089.2 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -580386.375000 Penalty: 4340.574219
	Iteration 1F: 3 clusters Score -580386.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -580679.250000 Penalty: 4340.574219
	Iteration 2F: 3 clusters Score -580679.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -580888.125000 Penalty: 4340.574219
	Iteration 3F: 3 clusters Score -580888.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -581056.937500 Penalty: 4340.574219
	Iteration 4Q: 3 clusters Score -581056.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -581226.125000 Penalty: 4340.574219
	Iteration 5Q: 3 clusters Score -581226.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -581385.375000 Penalty: 4340.574219
	Iteration 6Q: 3 clusters Score -581385.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -581535.250000 Penalty: 4340.574219
	Iteration 7Q: 3 clusters Score -581535.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -581657.562500 Penalty: 4340.574219
	Iteration 8Q: 3 clusters Score -581657.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -581768.625000 Penalty: 4340.574219
	Iteration 9Q: 3 clusters Score -581768.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -581882.000000 Penalty: 4340.574219
	Iteration 10Q: 3 clusters Score -581882 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -581965.437500 Penalty: 4340.574219
	Iteration 11Q: 3 clusters Score -581965.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -582042.187500 Penalty: 4340.574219
	Iteration 12Q: 3 clusters Score -582042.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -582116.625000 Penalty: 4340.574219
	Iteration 13Q: 3 clusters Score -582116.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -582177.312500 Penalty: 4340.574219
	Iteration 14Q: 3 clusters Score -582177.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -582223.312500 Penalty: 4340.574219
	Iteration 15Q: 3 clusters Score -582223.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -582265.312500 Penalty: 4340.574219
	Iteration 16Q: 3 clusters Score -582265.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -582295.500000 Penalty: 4340.574219
	Iteration 17Q: 3 clusters Score -582295.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -582325.250000 Penalty: 4340.574219
	Iteration 18Q: 3 clusters Score -582325.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -582349.000000 Penalty: 4340.574219
	Iteration 19Q: 3 clusters Score -582349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -582365.187500 Penalty: 4340.574219
	Iteration 20F: 3 clusters Score -582365.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -582385.312500 Penalty: 4340.574219
	Iteration 21Q: 3 clusters Score -582385.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -582404.500000 Penalty: 4340.574219
	Iteration 22Q: 3 clusters Score -582404.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -582425.375000 Penalty: 4340.574219
	Iteration 23Q: 3 clusters Score -582425.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -582445.062500 Penalty: 4340.574219
	Iteration 24Q: 3 clusters Score -582445.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -582454.812500 Penalty: 4340.574219
	Iteration 25Q: 3 clusters Score -582454.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -582463.812500 Penalty: 4340.574219
	Iteration 26Q: 3 clusters Score -582463.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -582472.562500 Penalty: 4340.574219
	Iteration 27Q: 3 clusters Score -582472.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -582475.437500 Penalty: 4340.574219
	Iteration 28Q: 3 clusters Score -582475.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -582480.562500 Penalty: 4340.574219
	Iteration 29Q: 3 clusters Score -582480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -582483.125000 Penalty: 4340.574219
	Iteration 30Q: 3 clusters Score -582483.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -582486.500000 Penalty: 4340.574219
	Iteration 31Q: 3 clusters Score -582486.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -582487.312500 Penalty: 4340.574219
	Iteration 32Q: 3 clusters Score -582487.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -582489.437500 Penalty: 4340.574219
	Iteration 33Q: 3 clusters Score -582489.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -582490.312500 Penalty: 4340.574219
	Iteration 34Q: 3 clusters Score -582490.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -582490.000000 Penalty: 4340.574219
	Iteration 35Q: 3 clusters Score -582490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -582490.000000 Penalty: 4340.574219
	Iteration 36F: 3 clusters Score -582490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -787624.375000 Penalty: 2240.007812
	Iteration 0F: 2 clusters Score -787624.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -780960.250000 Penalty: 4480.015625
	Iteration 0F: 3 clusters Score -780960.2 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -782768.875000 Penalty: 4480.015625
	Iteration 1F: 3 clusters Score -782768.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -783050.875000 Penalty: 4480.015625
	Iteration 2F: 3 clusters Score -783050.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -783270.625000 Penalty: 4480.015625
	Iteration 3F: 3 clusters Score -783270.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -783449.500000 Penalty: 4480.015625
	Iteration 4Q: 3 clusters Score -783449.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -783579.062500 Penalty: 4480.015625
	Iteration 5Q: 3 clusters Score -783579.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -783658.375000 Penalty: 4480.015625
	Iteration 6Q: 3 clusters Score -783658.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -783745.562500 Penalty: 4480.015625
	Iteration 7Q: 3 clusters Score -783745.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -783819.687500 Penalty: 4480.015625
	Iteration 8Q: 3 clusters Score -783819.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -783886.687500 Penalty: 4480.015625
	Iteration 9Q: 3 clusters Score -783886.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -783951.812500 Penalty: 4480.015625
	Iteration 10Q: 3 clusters Score -783951.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -784005.562500 Penalty: 4480.015625
	Iteration 11Q: 3 clusters Score -784005.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -784062.250000 Penalty: 4480.015625
	Iteration 12Q: 3 clusters Score -784062.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -784127.812500 Penalty: 4480.015625
	Iteration 13Q: 3 clusters Score -784127.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -784214.312500 Penalty: 4480.015625
	Iteration 14Q: 3 clusters Score -784214.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -784300.937500 Penalty: 4480.015625
	Iteration 15Q: 3 clusters Score -784300.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -784390.875000 Penalty: 4480.015625
	Iteration 16Q: 3 clusters Score -784390.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -784484.687500 Penalty: 4480.015625
	Iteration 17Q: 3 clusters Score -784484.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -784583.562500 Penalty: 4480.015625
	Iteration 18Q: 3 clusters Score -784583.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -784682.625000 Penalty: 4480.015625
	Iteration 19Q: 3 clusters Score -784682.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -784770.062500 Penalty: 4480.015625
	Iteration 20F: 3 clusters Score -784770.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -784842.625000 Penalty: 4480.015625
	Iteration 21Q: 3 clusters Score -784842.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -784912.000000 Penalty: 4480.015625
	Iteration 22Q: 3 clusters Score -784912 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -784984.937500 Penalty: 4480.015625
	Iteration 23Q: 3 clusters Score -784984.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -785066.812500 Penalty: 4480.015625
	Iteration 24Q: 3 clusters Score -785066.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -785133.750000 Penalty: 4480.015625
	Iteration 25Q: 3 clusters Score -785133.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -785184.625000 Penalty: 4480.015625
	Iteration 26Q: 3 clusters Score -785184.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -785230.625000 Penalty: 4480.015625
	Iteration 27Q: 3 clusters Score -785230.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -785264.687500 Penalty: 4480.015625
	Iteration 28Q: 3 clusters Score -785264.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -785298.062500 Penalty: 4480.015625
	Iteration 29Q: 3 clusters Score -785298.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -785325.062500 Penalty: 4480.015625
	Iteration 30Q: 3 clusters Score -785325.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -785346.812500 Penalty: 4480.015625
	Iteration 31Q: 3 clusters Score -785346.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -785370.000000 Penalty: 4480.015625
	Iteration 32Q: 3 clusters Score -785370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -785388.125000 Penalty: 4480.015625
	Iteration 33Q: 3 clusters Score -785388.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -785406.125000 Penalty: 4480.015625
	Iteration 34Q: 3 clusters Score -785406.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -785427.375000 Penalty: 4480.015625
	Iteration 35Q: 3 clusters Score -785427.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -785446.562500 Penalty: 4480.015625
	Iteration 36Q: 3 clusters Score -785446.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -785463.500000 Penalty: 4480.015625
	Iteration 37Q: 3 clusters Score -785463.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -785480.062500 Penalty: 4480.015625
	Iteration 38Q: 3 clusters Score -785480.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -785501.875000 Penalty: 4480.015625
	Iteration 39Q: 3 clusters Score -785501.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -785519.875000 Penalty: 4480.015625
	Iteration 40F: 3 clusters Score -785519.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -785539.875000 Penalty: 4480.015625
	Iteration 41Q: 3 clusters Score -785539.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -785559.937500 Penalty: 4480.015625
	Iteration 42Q: 3 clusters Score -785559.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -785590.687500 Penalty: 4480.015625
	Iteration 43Q: 3 clusters Score -785590.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -785632.437500 Penalty: 4480.015625
	Iteration 44Q: 3 clusters Score -785632.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -785692.375000 Penalty: 4480.015625
	Iteration 45Q: 3 clusters Score -785692.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -785754.125000 Penalty: 4480.015625
	Iteration 46Q: 3 clusters Score -785754.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -785834.937500 Penalty: 4480.015625
	Iteration 47Q: 3 clusters Score -785834.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -785933.187500 Penalty: 4480.015625
	Iteration 48Q: 3 clusters Score -785933.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -786049.000000 Penalty: 4480.015625
	Iteration 49Q: 3 clusters Score -786049 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -786169.000000 Penalty: 4480.015625
	Iteration 50Q: 3 clusters Score -786169 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -786297.312500 Penalty: 4480.015625
	Iteration 51Q: 3 clusters Score -786297.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -786429.625000 Penalty: 4480.015625
	Iteration 52Q: 3 clusters Score -786429.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -786550.312500 Penalty: 4480.015625
	Iteration 53Q: 3 clusters Score -786550.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -786669.562500 Penalty: 4480.015625
	Iteration 54Q: 3 clusters Score -786669.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -786775.812500 Penalty: 4480.015625
	Iteration 55Q: 3 clusters Score -786775.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -786849.812500 Penalty: 4480.015625
	Iteration 56Q: 3 clusters Score -786849.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -786913.875000 Penalty: 4480.015625
	Iteration 57Q: 3 clusters Score -786913.9 nChanged 51
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: -786944.812500 Penalty: 4480.015625
	Iteration 58Q: 3 clusters Score -786944.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -786973.812500 Penalty: 4480.015625
	Iteration 59Q: 3 clusters Score -786973.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -787085.312500 Penalty: 4480.015625
	Iteration 60F: 3 clusters Score -787085.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -787166.687500 Penalty: 4480.015625
	Iteration 61Q: 3 clusters Score -787166.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -787217.687500 Penalty: 4480.015625
	Iteration 62Q: 3 clusters Score -787217.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -787248.187500 Penalty: 4480.015625
	Iteration 63Q: 3 clusters Score -787248.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -787262.562500 Penalty: 4480.015625
	Iteration 64Q: 3 clusters Score -787262.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -787272.812500 Penalty: 4480.015625
	Iteration 65Q: 3 clusters Score -787272.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -787279.375000 Penalty: 4480.015625
	Iteration 66Q: 3 clusters Score -787279.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -787283.062500 Penalty: 4480.015625
	Iteration 67Q: 3 clusters Score -787283.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -787285.062500 Penalty: 4480.015625
	Iteration 68Q: 3 clusters Score -787285.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -787288.125000 Penalty: 4480.015625
	Iteration 69Q: 3 clusters Score -787288.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -787286.562500 Penalty: 4480.015625
	Iteration 70Q: 3 clusters Score -787286.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -787287.062500 Penalty: 4480.015625
	Iteration 71Q: 3 clusters Score -787287.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -787289.625000 Penalty: 4480.015625
	Iteration 72Q: 3 clusters Score -787289.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -787292.937500 Penalty: 4480.015625
	Iteration 73Q: 3 clusters Score -787292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -787293.000000 Penalty: 4480.015625
	Iteration 74Q: 3 clusters Score -787293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -787293.687500 Penalty: 4480.015625
	Iteration 75Q: 3 clusters Score -787293.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -787293.375000 Penalty: 4480.015625
	Iteration 76Q: 3 clusters Score -787293.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -787293.375000 Penalty: 4480.015625
	Iteration 77F: 3 clusters Score -787293.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Entering Unmasked Estep 
Score: -333992.343750 Penalty: 2030.036011
	Iteration 0F: 2 clusters Score -333992.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -330356.062500 Penalty: 4060.072021
	Iteration 0F: 3 clusters Score -330356.1 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -331159.625000 Penalty: 4060.072021
	Iteration 1F: 3 clusters Score -331159.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -331353.343750 Penalty: 4060.072021
	Iteration 2F: 3 clusters Score -331353.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -331508.312500 Penalty: 4060.072021
	Iteration 3F: 3 clusters Score -331508.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -331620.687500 Penalty: 4060.072021
	Iteration 4Q: 3 clusters Score -331620.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -331714.875000 Penalty: 4060.072021
	Iteration 5Q: 3 clusters Score -331714.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -331803.093750 Penalty: 4060.072021
	Iteration 6Q: 3 clusters Score -331803.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -331887.656250 Penalty: 4060.072021
	Iteration 7Q: 3 clusters Score -331887.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -331974.093750 Penalty: 4060.072021
	Iteration 8Q: 3 clusters Score -331974.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -332063.093750 Penalty: 4060.072021
	Iteration 9Q: 3 clusters Score -332063.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -332150.593750 Penalty: 4060.072021
	Iteration 10Q: 3 clusters Score -332150.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -332250.281250 Penalty: 4060.072021
	Iteration 11Q: 3 clusters Score -332250.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -332346.687500 Penalty: 4060.072021
	Iteration 12Q: 3 clusters Score -332346.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -332453.562500 Penalty: 4060.072021
	Iteration 13Q: 3 clusters Score -332453.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -332573.812500 Penalty: 4060.072021
	Iteration 14Q: 3 clusters Score -332573.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -332707.312500 Penalty: 4060.072021
	Iteration 15Q: 3 clusters Score -332707.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -332814.187500 Penalty: 4060.072021
	Iteration 16Q: 3 clusters Score -332814.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -332879.531250 Penalty: 4060.072021
	Iteration 17Q: 3 clusters Score -332879.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -332933.437500 Penalty: 4060.072021
	Iteration 18Q: 3 clusters Score -332933.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -332967.656250 Penalty: 4060.072021
	Iteration 19Q: 3 clusters Score -332967.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -332984.000000 Penalty: 4060.072021
	Iteration 20F: 3 clusters Score -332984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -333001.843750 Penalty: 4060.072021
	Iteration 21Q: 3 clusters Score -333001.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -333016.187500 Penalty: 4060.072021
	Iteration 22Q: 3 clusters Score -333016.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -333027.906250 Penalty: 4060.072021
	Iteration 23Q: 3 clusters Score -333027.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -333034.781250 Penalty: 4060.072021
	Iteration 24Q: 3 clusters Score -333034.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -333041.031250 Penalty: 4060.072021
	Iteration 25Q: 3 clusters Score -333041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -333042.375000 Penalty: 4060.072021
	Iteration 26Q: 3 clusters Score -333042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -333042.156250 Penalty: 4060.072021
	Iteration 27Q: 3 clusters Score -333042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -333043.062500 Penalty: 4060.072021
	Iteration 28Q: 3 clusters Score -333043.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -333043.937500 Penalty: 4060.072021
	Iteration 29Q: 3 clusters Score -333043.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -333044.562500 Penalty: 4060.072021
	Iteration 30Q: 3 clusters Score -333044.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -333045.437500 Penalty: 4060.072021
	Iteration 31Q: 3 clusters Score -333045.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -333046.343750 Penalty: 4060.072021
	Iteration 32Q: 3 clusters Score -333046.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -333046.250000 Penalty: 4060.072021
	Iteration 33Q: 3 clusters Score -333046.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -333046.250000 Penalty: 4060.072021
	Iteration 34F: 3 clusters Score -333046.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134478 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230357 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29390 members 
Mstep: Class 6 contains 308353 members 
Mstep: Class 7 contains 97675 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18676 members 
Mstep: Class 10 contains 8526 members 
Mstep: Class 11 contains 224953 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 22348 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219424 members 
Mstep: Class 16 contains 8606 members 
Mstep: Class 17 contains 9531 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5422 members 
Mstep: Class 20 contains 5215 members 
Mstep: Class 21 contains 12116 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5923 members 
Mstep: Class 24 contains 13785 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 18334 members 
Mstep: Class 27 contains 11807 members 
Mstep: Class 28 contains 10225 members 
Mstep: Class 29 contains 9055 members 
Mstep: Class 30 contains 25700 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6318 members 
Mstep: Class 33 contains 8369 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705200.000000 Penalty: 120826.726562
Iteration 399Q: 35 clusters Score -1.577052e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230356 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29386 members 
Mstep: Class 6 contains 308349 members 
Mstep: Class 7 contains 97672 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18667 members 
Mstep: Class 10 contains 8528 members 
Mstep: Class 11 contains 224956 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 22354 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219419 members 
Mstep: Class 16 contains 8606 members 
Mstep: Class 17 contains 9533 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5424 members 
Mstep: Class 20 contains 5216 members 
Mstep: Class 21 contains 12122 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5922 members 
Mstep: Class 24 contains 13785 members 
Mstep: Class 25 contains 5867 members 
Mstep: Class 26 contains 18334 members 
Mstep: Class 27 contains 11806 members 
Mstep: Class 28 contains 10224 members 
Mstep: Class 29 contains 9051 members 
Mstep: Class 30 contains 25700 members 
Mstep: Class 31 contains 8757 members 
Mstep: Class 32 contains 6321 members 
Mstep: Class 33 contains 8375 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705248.000000 Penalty: 120826.726562
Iteration 400F: 35 clusters Score -1.577052e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230353 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29384 members 
Mstep: Class 6 contains 308346 members 
Mstep: Class 7 contains 97675 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18657 members 
Mstep: Class 10 contains 8531 members 
Mstep: Class 11 contains 224956 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 22360 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219413 members 
Mstep: Class 16 contains 8608 members 
Mstep: Class 17 contains 9535 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5424 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 12125 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5921 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5864 members 
Mstep: Class 26 contains 18333 members 
Mstep: Class 27 contains 11801 members 
Mstep: Class 28 contains 10223 members 
Mstep: Class 29 contains 9049 members 
Mstep: Class 30 contains 25701 members 
Mstep: Class 31 contains 8758 members 
Mstep: Class 32 contains 6326 members 
Mstep: Class 33 contains 8384 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705424.000000 Penalty: 120826.726562
Iteration 401Q: 35 clusters Score -1.577054e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134478 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29385 members 
Mstep: Class 6 contains 308338 members 
Mstep: Class 7 contains 97676 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18651 members 
Mstep: Class 10 contains 8534 members 
Mstep: Class 11 contains 224956 members 
Mstep: Class 12 contains 65348 members 
Mstep: Class 13 contains 22363 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219409 members 
Mstep: Class 16 contains 8609 members 
Mstep: Class 17 contains 9537 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5427 members 
Mstep: Class 20 contains 5216 members 
Mstep: Class 21 contains 12134 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5919 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5863 members 
Mstep: Class 26 contains 18332 members 
Mstep: Class 27 contains 11797 members 
Mstep: Class 28 contains 10220 members 
Mstep: Class 29 contains 9046 members 
Mstep: Class 30 contains 25702 members 
Mstep: Class 31 contains 8758 members 
Mstep: Class 32 contains 6328 members 
Mstep: Class 33 contains 8395 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705488.000000 Penalty: 120826.726562
Iteration 402Q: 35 clusters Score -1.577055e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134478 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29386 members 
Mstep: Class 6 contains 308335 members 
Mstep: Class 7 contains 97676 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18643 members 
Mstep: Class 10 contains 8534 members 
Mstep: Class 11 contains 224953 members 
Mstep: Class 12 contains 65347 members 
Mstep: Class 13 contains 22366 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219411 members 
Mstep: Class 16 contains 8609 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5427 members 
Mstep: Class 20 contains 5215 members 
Mstep: Class 21 contains 12139 members 
Mstep: Class 22 contains 102684 members 
Mstep: Class 23 contains 5919 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5862 members 
Mstep: Class 26 contains 18331 members 
Mstep: Class 27 contains 11797 members 
Mstep: Class 28 contains 10221 members 
Mstep: Class 29 contains 9046 members 
Mstep: Class 30 contains 25704 members 
Mstep: Class 31 contains 8758 members 
Mstep: Class 32 contains 6329 members 
Mstep: Class 33 contains 8397 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705472.000000 Penalty: 120826.726562
Iteration 403Q: 35 clusters Score -1.577055e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230349 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29384 members 
Mstep: Class 6 contains 308328 members 
Mstep: Class 7 contains 97674 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18644 members 
Mstep: Class 10 contains 8538 members 
Mstep: Class 11 contains 224953 members 
Mstep: Class 12 contains 65345 members 
Mstep: Class 13 contains 22368 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219408 members 
Mstep: Class 16 contains 8609 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5427 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12142 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5918 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5862 members 
Mstep: Class 26 contains 18331 members 
Mstep: Class 27 contains 11797 members 
Mstep: Class 28 contains 10220 members 
Mstep: Class 29 contains 9046 members 
Mstep: Class 30 contains 25704 members 
Mstep: Class 31 contains 8757 members 
Mstep: Class 32 contains 6329 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705440.000000 Penalty: 120826.726562
Iteration 404Q: 35 clusters Score -1.577054e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134481 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29383 members 
Mstep: Class 6 contains 308324 members 
Mstep: Class 7 contains 97671 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18638 members 
Mstep: Class 10 contains 8538 members 
Mstep: Class 11 contains 224954 members 
Mstep: Class 12 contains 65345 members 
Mstep: Class 13 contains 22372 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219406 members 
Mstep: Class 16 contains 8608 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5426 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12146 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5917 members 
Mstep: Class 24 contains 13787 members 
Mstep: Class 25 contains 5862 members 
Mstep: Class 26 contains 18331 members 
Mstep: Class 27 contains 11798 members 
Mstep: Class 28 contains 10216 members 
Mstep: Class 29 contains 9046 members 
Mstep: Class 30 contains 25704 members 
Mstep: Class 31 contains 8757 members 
Mstep: Class 32 contains 6329 members 
Mstep: Class 33 contains 8415 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705472.000000 Penalty: 120826.726562
Iteration 405Q: 35 clusters Score -1.577055e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134481 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29382 members 
Mstep: Class 6 contains 308323 members 
Mstep: Class 7 contains 97672 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18628 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224954 members 
Mstep: Class 12 contains 65344 members 
Mstep: Class 13 contains 22377 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219401 members 
Mstep: Class 16 contains 8609 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5423 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12147 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5917 members 
Mstep: Class 24 contains 13787 members 
Mstep: Class 25 contains 5862 members 
Mstep: Class 26 contains 18331 members 
Mstep: Class 27 contains 11799 members 
Mstep: Class 28 contains 10213 members 
Mstep: Class 29 contains 9046 members 
Mstep: Class 30 contains 25704 members 
Mstep: Class 31 contains 8757 members 
Mstep: Class 32 contains 6330 members 
Mstep: Class 33 contains 8428 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705392.000000 Penalty: 120826.726562
Iteration 406Q: 35 clusters Score -1.577054e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134481 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230352 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29381 members 
Mstep: Class 6 contains 308320 members 
Mstep: Class 7 contains 97669 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18624 members 
Mstep: Class 10 contains 8538 members 
Mstep: Class 11 contains 224954 members 
Mstep: Class 12 contains 65344 members 
Mstep: Class 13 contains 22379 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219394 members 
Mstep: Class 16 contains 8611 members 
Mstep: Class 17 contains 9536 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5420 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12151 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5916 members 
Mstep: Class 24 contains 13787 members 
Mstep: Class 25 contains 5862 members 
Mstep: Class 26 contains 18331 members 
Mstep: Class 27 contains 11800 members 
Mstep: Class 28 contains 10211 members 
Mstep: Class 29 contains 9046 members 
Mstep: Class 30 contains 25704 members 
Mstep: Class 31 contains 8757 members 
Mstep: Class 32 contains 6331 members 
Mstep: Class 33 contains 8444 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705424.000000 Penalty: 120826.726562
Iteration 407Q: 35 clusters Score -1.577054e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134481 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29380 members 
Mstep: Class 6 contains 308316 members 
Mstep: Class 7 contains 97665 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18614 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224955 members 
Mstep: Class 12 contains 65343 members 
Mstep: Class 13 contains 22382 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219386 members 
Mstep: Class 16 contains 8611 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5420 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12156 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5916 members 
Mstep: Class 24 contains 13787 members 
Mstep: Class 25 contains 5862 members 
Mstep: Class 26 contains 18331 members 
Mstep: Class 27 contains 11802 members 
Mstep: Class 28 contains 10211 members 
Mstep: Class 29 contains 9046 members 
Mstep: Class 30 contains 25703 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6334 members 
Mstep: Class 33 contains 8458 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705472.000000 Penalty: 120826.726562
Iteration 408Q: 35 clusters Score -1.577055e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134482 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29380 members 
Mstep: Class 6 contains 308317 members 
Mstep: Class 7 contains 97660 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18604 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224955 members 
Mstep: Class 12 contains 65343 members 
Mstep: Class 13 contains 22386 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219383 members 
Mstep: Class 16 contains 8611 members 
Mstep: Class 17 contains 9542 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5419 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12156 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5916 members 
Mstep: Class 24 contains 13787 members 
Mstep: Class 25 contains 5861 members 
Mstep: Class 26 contains 18331 members 
Mstep: Class 27 contains 11802 members 
Mstep: Class 28 contains 10209 members 
Mstep: Class 29 contains 9047 members 
Mstep: Class 30 contains 25703 members 
Mstep: Class 31 contains 8755 members 
Mstep: Class 32 contains 6339 members 
Mstep: Class 33 contains 8465 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705488.000000 Penalty: 120826.726562
Iteration 409Q: 35 clusters Score -1.577055e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134486 members 
Mstep: Class 2 contains 10325 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29380 members 
Mstep: Class 6 contains 308315 members 
Mstep: Class 7 contains 97653 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18602 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224953 members 
Mstep: Class 12 contains 65344 members 
Mstep: Class 13 contains 22386 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219377 members 
Mstep: Class 16 contains 8612 members 
Mstep: Class 17 contains 9546 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5420 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12156 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5916 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5860 members 
Mstep: Class 26 contains 18331 members 
Mstep: Class 27 contains 11802 members 
Mstep: Class 28 contains 10208 members 
Mstep: Class 29 contains 9047 members 
Mstep: Class 30 contains 25704 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6342 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705456.000000 Penalty: 120826.726562
Iteration 410Q: 35 clusters Score -1.577055e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134486 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29380 members 
Mstep: Class 6 contains 308310 members 
Mstep: Class 7 contains 97651 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18600 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224952 members 
Mstep: Class 12 contains 65344 members 
Mstep: Class 13 contains 22388 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219373 members 
Mstep: Class 16 contains 8612 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12158 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5916 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5859 members 
Mstep: Class 26 contains 18331 members 
Mstep: Class 27 contains 11802 members 
Mstep: Class 28 contains 10208 members 
Mstep: Class 29 contains 9047 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 8757 members 
Mstep: Class 32 contains 6345 members 
Mstep: Class 33 contains 8474 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705472.000000 Penalty: 120826.726562
Iteration 411Q: 35 clusters Score -1.577055e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134487 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29380 members 
Mstep: Class 6 contains 308306 members 
Mstep: Class 7 contains 97654 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18595 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224950 members 
Mstep: Class 12 contains 65343 members 
Mstep: Class 13 contains 22392 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219372 members 
Mstep: Class 16 contains 8612 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5422 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12161 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5917 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18331 members 
Mstep: Class 27 contains 11802 members 
Mstep: Class 28 contains 10207 members 
Mstep: Class 29 contains 9047 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 8757 members 
Mstep: Class 32 contains 6348 members 
Mstep: Class 33 contains 8473 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705504.000000 Penalty: 120826.726562
Iteration 412Q: 35 clusters Score -1.577055e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134487 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29380 members 
Mstep: Class 6 contains 308301 members 
Mstep: Class 7 contains 97653 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18594 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224950 members 
Mstep: Class 12 contains 65343 members 
Mstep: Class 13 contains 22396 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219372 members 
Mstep: Class 16 contains 8613 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5423 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12162 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5918 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18330 members 
Mstep: Class 27 contains 11802 members 
Mstep: Class 28 contains 10204 members 
Mstep: Class 29 contains 9048 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 8757 members 
Mstep: Class 32 contains 6349 members 
Mstep: Class 33 contains 8473 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705504.000000 Penalty: 120826.726562
Iteration 413Q: 35 clusters Score -1.577055e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134487 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29379 members 
Mstep: Class 6 contains 308296 members 
Mstep: Class 7 contains 97651 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18590 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224950 members 
Mstep: Class 12 contains 65343 members 
Mstep: Class 13 contains 22402 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219371 members 
Mstep: Class 16 contains 8613 members 
Mstep: Class 17 contains 9553 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5423 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12163 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5917 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18330 members 
Mstep: Class 27 contains 11802 members 
Mstep: Class 28 contains 10202 members 
Mstep: Class 29 contains 9049 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 8757 members 
Mstep: Class 32 contains 6351 members 
Mstep: Class 33 contains 8475 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705536.000000 Penalty: 120826.726562
Iteration 414Q: 35 clusters Score -1.577055e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134488 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230351 members 
Mstep: Class 4 contains 12651 members 
Mstep: Class 5 contains 29377 members 
Mstep: Class 6 contains 308285 members 
Mstep: Class 7 contains 97652 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18588 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224950 members 
Mstep: Class 12 contains 65343 members 
Mstep: Class 13 contains 22415 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219362 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 9556 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5422 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12166 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5918 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11802 members 
Mstep: Class 28 contains 10199 members 
Mstep: Class 29 contains 9048 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 8757 members 
Mstep: Class 32 contains 6352 members 
Mstep: Class 33 contains 8480 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705440.000000 Penalty: 120826.726562
Iteration 415Q: 35 clusters Score -1.577054e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134489 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12652 members 
Mstep: Class 5 contains 29377 members 
Mstep: Class 6 contains 308279 members 
Mstep: Class 7 contains 97653 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18583 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224950 members 
Mstep: Class 12 contains 65343 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219359 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 9555 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12166 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5919 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11803 members 
Mstep: Class 28 contains 10200 members 
Mstep: Class 29 contains 9048 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 8757 members 
Mstep: Class 32 contains 6355 members 
Mstep: Class 33 contains 8479 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705392.000000 Penalty: 120826.726562
Iteration 416Q: 35 clusters Score -1.577054e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134490 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12652 members 
Mstep: Class 5 contains 29377 members 
Mstep: Class 6 contains 308273 members 
Mstep: Class 7 contains 97652 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18581 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224951 members 
Mstep: Class 12 contains 65342 members 
Mstep: Class 13 contains 22432 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219356 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 9555 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12167 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5923 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11803 members 
Mstep: Class 28 contains 10199 members 
Mstep: Class 29 contains 9047 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 8479 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705328.000000 Penalty: 120826.726562
Iteration 417Q: 35 clusters Score -1.577053e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134489 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29377 members 
Mstep: Class 6 contains 308269 members 
Mstep: Class 7 contains 97652 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18581 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224950 members 
Mstep: Class 12 contains 65342 members 
Mstep: Class 13 contains 22435 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219356 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12167 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5924 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11803 members 
Mstep: Class 28 contains 10198 members 
Mstep: Class 29 contains 9046 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 8479 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705392.000000 Penalty: 120826.726562
Iteration 418Q: 35 clusters Score -1.577054e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134488 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29377 members 
Mstep: Class 6 contains 308269 members 
Mstep: Class 7 contains 97652 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18581 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224950 members 
Mstep: Class 12 contains 65342 members 
Mstep: Class 13 contains 22436 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219353 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12167 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11803 members 
Mstep: Class 28 contains 10197 members 
Mstep: Class 29 contains 9045 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 8479 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705392.000000 Penalty: 120826.726562
Iteration 419Q: 35 clusters Score -1.577054e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134487 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29378 members 
Mstep: Class 6 contains 308268 members 
Mstep: Class 7 contains 97651 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18579 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224950 members 
Mstep: Class 12 contains 65342 members 
Mstep: Class 13 contains 22437 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219355 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12168 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11803 members 
Mstep: Class 28 contains 10197 members 
Mstep: Class 29 contains 9045 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 8478 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705440.000000 Penalty: 120826.726562
Iteration 420F: 35 clusters Score -1.577054e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134486 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12656 members 
Mstep: Class 5 contains 29378 members 
Mstep: Class 6 contains 308268 members 
Mstep: Class 7 contains 97651 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18576 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224950 members 
Mstep: Class 12 contains 65342 members 
Mstep: Class 13 contains 22438 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219356 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12168 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11803 members 
Mstep: Class 28 contains 10197 members 
Mstep: Class 29 contains 9045 members 
Mstep: Class 30 contains 25706 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 8479 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705440.000000 Penalty: 120826.726562
Iteration 421Q: 35 clusters Score -1.577054e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134485 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12656 members 
Mstep: Class 5 contains 29378 members 
Mstep: Class 6 contains 308268 members 
Mstep: Class 7 contains 97651 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18575 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224950 members 
Mstep: Class 12 contains 65342 members 
Mstep: Class 13 contains 22437 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219357 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12169 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11803 members 
Mstep: Class 28 contains 10197 members 
Mstep: Class 29 contains 9045 members 
Mstep: Class 30 contains 25707 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 8479 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705456.000000 Penalty: 120826.726562
Iteration 422Q: 35 clusters Score -1.577055e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134484 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 29378 members 
Mstep: Class 6 contains 308268 members 
Mstep: Class 7 contains 97650 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18574 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224951 members 
Mstep: Class 12 contains 65342 members 
Mstep: Class 13 contains 22437 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219357 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12169 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11804 members 
Mstep: Class 28 contains 10197 members 
Mstep: Class 29 contains 9045 members 
Mstep: Class 30 contains 25708 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 8480 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705472.000000 Penalty: 120826.726562
Iteration 423Q: 35 clusters Score -1.577055e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134484 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 29379 members 
Mstep: Class 6 contains 308266 members 
Mstep: Class 7 contains 97650 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18574 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224951 members 
Mstep: Class 12 contains 65342 members 
Mstep: Class 13 contains 22437 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219355 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12169 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11807 members 
Mstep: Class 28 contains 10197 members 
Mstep: Class 29 contains 9045 members 
Mstep: Class 30 contains 25708 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705472.000000 Penalty: 120826.726562
Iteration 424Q: 35 clusters Score -1.577055e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134484 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12653 members 
Mstep: Class 5 contains 29381 members 
Mstep: Class 6 contains 308264 members 
Mstep: Class 7 contains 97650 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18574 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224950 members 
Mstep: Class 12 contains 65342 members 
Mstep: Class 13 contains 22437 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219354 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12170 members 
Mstep: Class 22 contains 102683 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11809 members 
Mstep: Class 28 contains 10197 members 
Mstep: Class 29 contains 9045 members 
Mstep: Class 30 contains 25708 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705424.000000 Penalty: 120826.726562
Iteration 425Q: 35 clusters Score -1.577054e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134486 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12650 members 
Mstep: Class 5 contains 29383 members 
Mstep: Class 6 contains 308263 members 
Mstep: Class 7 contains 97649 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18574 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224950 members 
Mstep: Class 12 contains 65342 members 
Mstep: Class 13 contains 22437 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219354 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12172 members 
Mstep: Class 22 contains 102682 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11809 members 
Mstep: Class 28 contains 10197 members 
Mstep: Class 29 contains 9045 members 
Mstep: Class 30 contains 25708 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705424.000000 Penalty: 120826.726562
Iteration 426Q: 35 clusters Score -1.577054e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134489 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12647 members 
Mstep: Class 5 contains 29383 members 
Mstep: Class 6 contains 308261 members 
Mstep: Class 7 contains 97648 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18574 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224950 members 
Mstep: Class 12 contains 65343 members 
Mstep: Class 13 contains 22437 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219354 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12174 members 
Mstep: Class 22 contains 102682 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11809 members 
Mstep: Class 28 contains 10197 members 
Mstep: Class 29 contains 9045 members 
Mstep: Class 30 contains 25708 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705424.000000 Penalty: 120826.726562
Iteration 427Q: 35 clusters Score -1.577054e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134490 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12645 members 
Mstep: Class 5 contains 29384 members 
Mstep: Class 6 contains 308256 members 
Mstep: Class 7 contains 97648 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18573 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224950 members 
Mstep: Class 12 contains 65343 members 
Mstep: Class 13 contains 22437 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219356 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12178 members 
Mstep: Class 22 contains 102682 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11809 members 
Mstep: Class 28 contains 10197 members 
Mstep: Class 29 contains 9045 members 
Mstep: Class 30 contains 25708 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705536.000000 Penalty: 120826.726562
Iteration 428Q: 35 clusters Score -1.577055e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134491 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12645 members 
Mstep: Class 5 contains 29383 members 
Mstep: Class 6 contains 308253 members 
Mstep: Class 7 contains 97648 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18573 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224950 members 
Mstep: Class 12 contains 65343 members 
Mstep: Class 13 contains 22437 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219358 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12179 members 
Mstep: Class 22 contains 102682 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11809 members 
Mstep: Class 28 contains 10197 members 
Mstep: Class 29 contains 9045 members 
Mstep: Class 30 contains 25708 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705472.000000 Penalty: 120826.726562
Iteration 429Q: 35 clusters Score -1.577055e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134491 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12645 members 
Mstep: Class 5 contains 29383 members 
Mstep: Class 6 contains 308252 members 
Mstep: Class 7 contains 97648 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18573 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224949 members 
Mstep: Class 12 contains 65343 members 
Mstep: Class 13 contains 22437 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219360 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12179 members 
Mstep: Class 22 contains 102682 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11809 members 
Mstep: Class 28 contains 10197 members 
Mstep: Class 29 contains 9045 members 
Mstep: Class 30 contains 25708 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705504.000000 Penalty: 120826.726562
Iteration 430Q: 35 clusters Score -1.577055e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134491 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12645 members 
Mstep: Class 5 contains 29383 members 
Mstep: Class 6 contains 308252 members 
Mstep: Class 7 contains 97648 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18573 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224949 members 
Mstep: Class 12 contains 65343 members 
Mstep: Class 13 contains 22437 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219360 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12179 members 
Mstep: Class 22 contains 102682 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11809 members 
Mstep: Class 28 contains 10197 members 
Mstep: Class 29 contains 9045 members 
Mstep: Class 30 contains 25708 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157705504.000000 Penalty: 120826.726562
Iteration 431F: 35 clusters Score -1.577055e+08 nChanged 0
Entering ConstructFrom: 
Score: -157705504.000000 Penalty: 120826.726562
Entering ConstructFrom: 
Trying to split cluster 1 (134491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134491 members 
Entering Unmasked Estep 
Score: -13032864.000000 Penalty: 2928.694580
	Iteration 0F: 2 clusters Score -1.303286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67440 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -12942625.000000 Penalty: 5857.389160
	Iteration 0F: 3 clusters Score -1.294262e+07 nChanged 64275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70125 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -12980125.000000 Penalty: 5857.389160
	Iteration 1F: 3 clusters Score -1.298012e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71788 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -12981365.000000 Penalty: 5857.389160
	Iteration 2Q: 3 clusters Score -1.298136e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74304 members 
Mstep: Class 2 contains 60187 members 
Entering Unmasked Estep 
Score: -12983080.000000 Penalty: 5857.389160
	Iteration 3Q: 3 clusters Score -1.298308e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78090 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -12985757.000000 Penalty: 5857.389160
	Iteration 4Q: 3 clusters Score -1.298576e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83402 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -12989835.000000 Penalty: 5857.389160
	Iteration 5F: 3 clusters Score -1.298984e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90167 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -12995184.000000 Penalty: 5857.389160
	Iteration 6F: 3 clusters Score -1.299518e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97892 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -13001746.000000 Penalty: 5857.389160
	Iteration 7F: 3 clusters Score -1.300175e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105703 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -13008542.000000 Penalty: 5857.389160
	Iteration 8F: 3 clusters Score -1.300854e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112542 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -13014673.000000 Penalty: 5857.389160
	Iteration 9F: 3 clusters Score -1.301467e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117680 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -13019481.000000 Penalty: 5857.389160
	Iteration 10Q: 3 clusters Score -1.301948e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121061 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -13022539.000000 Penalty: 5857.389160
	Iteration 11Q: 3 clusters Score -1.302254e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123355 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -13024476.000000 Penalty: 5857.389160
	Iteration 12Q: 3 clusters Score -1.302448e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124987 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -13025928.000000 Penalty: 5857.389160
	Iteration 13Q: 3 clusters Score -1.302593e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126244 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -13026859.000000 Penalty: 5857.389160
	Iteration 14Q: 3 clusters Score -1.302686e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127238 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -13027489.000000 Penalty: 5857.389160
	Iteration 15Q: 3 clusters Score -1.302749e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128056 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -13027979.000000 Penalty: 5857.389160
	Iteration 16Q: 3 clusters Score -1.302798e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128746 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -13028330.000000 Penalty: 5857.389160
	Iteration 17Q: 3 clusters Score -1.302833e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129337 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -13028669.000000 Penalty: 5857.389160
	Iteration 18Q: 3 clusters Score -1.302867e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129818 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -13028883.000000 Penalty: 5857.389160
	Iteration 19Q: 3 clusters Score -1.302888e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130227 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -13029036.000000 Penalty: 5857.389160
	Iteration 20F: 3 clusters Score -1.302904e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130586 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -13029181.000000 Penalty: 5857.389160
	Iteration 21Q: 3 clusters Score -1.302918e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130928 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -13029367.000000 Penalty: 5857.389160
	Iteration 22Q: 3 clusters Score -1.302937e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131213 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -13029465.000000 Penalty: 5857.389160
	Iteration 23Q: 3 clusters Score -1.302946e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131464 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -13029587.000000 Penalty: 5857.389160
	Iteration 24Q: 3 clusters Score -1.302959e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131689 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -13029679.000000 Penalty: 5857.389160
	Iteration 25Q: 3 clusters Score -1.302968e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131891 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -13029731.000000 Penalty: 5857.389160
	Iteration 26Q: 3 clusters Score -1.302973e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132063 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -13029813.000000 Penalty: 5857.389160
	Iteration 27Q: 3 clusters Score -1.302981e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132198 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -13029846.000000 Penalty: 5857.389160
	Iteration 28Q: 3 clusters Score -1.302985e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132316 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -13029916.000000 Penalty: 5857.389160
	Iteration 29Q: 3 clusters Score -1.302992e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132417 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -13029973.000000 Penalty: 5857.389160
	Iteration 30Q: 3 clusters Score -1.302997e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132504 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -13029998.000000 Penalty: 5857.389160
	Iteration 31Q: 3 clusters Score -1.303e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132580 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -13030061.000000 Penalty: 5857.389160
	Iteration 32Q: 3 clusters Score -1.303006e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132643 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -13030094.000000 Penalty: 5857.389160
	Iteration 33Q: 3 clusters Score -1.303009e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132692 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -13030107.000000 Penalty: 5857.389160
	Iteration 34Q: 3 clusters Score -1.303011e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132738 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -13030135.000000 Penalty: 5857.389160
	Iteration 35Q: 3 clusters Score -1.303014e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132773 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -13030150.000000 Penalty: 5857.389160
	Iteration 36Q: 3 clusters Score -1.303015e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132797 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -13030142.000000 Penalty: 5857.389160
	Iteration 37Q: 3 clusters Score -1.303014e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132817 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -13030162.000000 Penalty: 5857.389160
	Iteration 38Q: 3 clusters Score -1.303016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132837 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -13030170.000000 Penalty: 5857.389160
	Iteration 39Q: 3 clusters Score -1.303017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132847 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -13030175.000000 Penalty: 5857.389160
	Iteration 40F: 3 clusters Score -1.303018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132859 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -13030158.000000 Penalty: 5857.389160
	Iteration 41Q: 3 clusters Score -1.303016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132872 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -13030166.000000 Penalty: 5857.389160
	Iteration 42Q: 3 clusters Score -1.303017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132882 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -13030164.000000 Penalty: 5857.389160
	Iteration 43Q: 3 clusters Score -1.303016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132890 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -13030170.000000 Penalty: 5857.389160
	Iteration 44Q: 3 clusters Score -1.303017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132897 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -13030171.000000 Penalty: 5857.389160
	Iteration 45Q: 3 clusters Score -1.303017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132907 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -13030162.000000 Penalty: 5857.389160
	Iteration 46Q: 3 clusters Score -1.303016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132917 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -13030158.000000 Penalty: 5857.389160
	Iteration 47Q: 3 clusters Score -1.303016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132929 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -13030159.000000 Penalty: 5857.389160
	Iteration 48Q: 3 clusters Score -1.303016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132941 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -13030172.000000 Penalty: 5857.389160
	Iteration 49Q: 3 clusters Score -1.303017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132962 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -13030170.000000 Penalty: 5857.389160
	Iteration 50Q: 3 clusters Score -1.303017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132978 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -13030163.000000 Penalty: 5857.389160
	Iteration 51Q: 3 clusters Score -1.303016e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132996 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -13030172.000000 Penalty: 5857.389160
	Iteration 52Q: 3 clusters Score -1.303017e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133014 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -13030162.000000 Penalty: 5857.389160
	Iteration 53Q: 3 clusters Score -1.303016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133031 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -13030176.000000 Penalty: 5857.389160
	Iteration 54Q: 3 clusters Score -1.303018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133043 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -13030187.000000 Penalty: 5857.389160
	Iteration 55Q: 3 clusters Score -1.303019e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133061 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -13030178.000000 Penalty: 5857.389160
	Iteration 56Q: 3 clusters Score -1.303018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133076 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -13030189.000000 Penalty: 5857.389160
	Iteration 57Q: 3 clusters Score -1.303019e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133093 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -13030181.000000 Penalty: 5857.389160
	Iteration 58Q: 3 clusters Score -1.303018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133110 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -13030189.000000 Penalty: 5857.389160
	Iteration 59Q: 3 clusters Score -1.303019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133120 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -13030183.000000 Penalty: 5857.389160
	Iteration 60F: 3 clusters Score -1.303018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133127 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -13030164.000000 Penalty: 5857.389160
	Iteration 61Q: 3 clusters Score -1.303016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133136 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -13030178.000000 Penalty: 5857.389160
	Iteration 62Q: 3 clusters Score -1.303018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133150 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -13030183.000000 Penalty: 5857.389160
	Iteration 63Q: 3 clusters Score -1.303018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133162 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -13030196.000000 Penalty: 5857.389160
	Iteration 64Q: 3 clusters Score -1.30302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133171 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -13030188.000000 Penalty: 5857.389160
	Iteration 65Q: 3 clusters Score -1.303019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133180 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -13030196.000000 Penalty: 5857.389160
	Iteration 66Q: 3 clusters Score -1.30302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133190 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -13030201.000000 Penalty: 5857.389160
	Iteration 67Q: 3 clusters Score -1.30302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133198 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -13030202.000000 Penalty: 5857.389160
	Iteration 68Q: 3 clusters Score -1.30302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133204 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -13030205.000000 Penalty: 5857.389160
	Iteration 69Q: 3 clusters Score -1.30302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133207 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -13030208.000000 Penalty: 5857.389160
	Iteration 70Q: 3 clusters Score -1.303021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133208 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -13030213.000000 Penalty: 5857.389160
	Iteration 71Q: 3 clusters Score -1.303021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133210 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -13030216.000000 Penalty: 5857.389160
	Iteration 72Q: 3 clusters Score -1.303022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133213 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -13030217.000000 Penalty: 5857.389160
	Iteration 73Q: 3 clusters Score -1.303022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133215 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -13030216.000000 Penalty: 5857.389160
	Iteration 74Q: 3 clusters Score -1.303022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133216 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -13030208.000000 Penalty: 5857.389160
	Iteration 75Q: 3 clusters Score -1.303021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133218 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -13030212.000000 Penalty: 5857.389160
	Iteration 76Q: 3 clusters Score -1.303021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133220 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -13030212.000000 Penalty: 5857.389160
	Iteration 77Q: 3 clusters Score -1.303021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133223 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -13030211.000000 Penalty: 5857.389160
	Iteration 78Q: 3 clusters Score -1.303021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133226 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -13030207.000000 Penalty: 5857.389160
	Iteration 79Q: 3 clusters Score -1.303021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133228 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -13030217.000000 Penalty: 5857.389160
	Iteration 80F: 3 clusters Score -1.303022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133230 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -13030220.000000 Penalty: 5857.389160
	Iteration 81Q: 3 clusters Score -1.303022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133233 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -13030229.000000 Penalty: 5857.389160
	Iteration 82Q: 3 clusters Score -1.303023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133237 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -13030224.000000 Penalty: 5857.389160
	Iteration 83Q: 3 clusters Score -1.303022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133240 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -13030232.000000 Penalty: 5857.389160
	Iteration 84Q: 3 clusters Score -1.303023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133244 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -13030234.000000 Penalty: 5857.389160
	Iteration 85Q: 3 clusters Score -1.303023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133246 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -13030235.000000 Penalty: 5857.389160
	Iteration 86Q: 3 clusters Score -1.303024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133249 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -13030231.000000 Penalty: 5857.389160
	Iteration 87Q: 3 clusters Score -1.303023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133249 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -13030231.000000 Penalty: 5857.389160
	Iteration 88F: 3 clusters Score -1.303023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Entering Unmasked Estep 
Score: -1018179.750000 Penalty: 2292.072266
	Iteration 0F: 2 clusters Score -1018180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1010251.125000 Penalty: 4584.144531
	Iteration 0F: 3 clusters Score -1010251 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1012529.000000 Penalty: 4584.144531
	Iteration 1F: 3 clusters Score -1012529 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1012766.187500 Penalty: 4584.144531
	Iteration 2F: 3 clusters Score -1012766 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1012921.687500 Penalty: 4584.144531
	Iteration 3Q: 3 clusters Score -1012922 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1013026.687500 Penalty: 4584.144531
	Iteration 4Q: 3 clusters Score -1013027 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1013116.937500 Penalty: 4584.144531
	Iteration 5Q: 3 clusters Score -1013117 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1013198.937500 Penalty: 4584.144531
	Iteration 6Q: 3 clusters Score -1013199 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1013267.437500 Penalty: 4584.144531
	Iteration 7Q: 3 clusters Score -1013267 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1013313.625000 Penalty: 4584.144531
	Iteration 8Q: 3 clusters Score -1013314 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1013353.062500 Penalty: 4584.144531
	Iteration 9Q: 3 clusters Score -1013353 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1013396.687500 Penalty: 4584.144531
	Iteration 10Q: 3 clusters Score -1013397 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1013437.687500 Penalty: 4584.144531
	Iteration 11Q: 3 clusters Score -1013438 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1013471.937500 Penalty: 4584.144531
	Iteration 12Q: 3 clusters Score -1013472 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1013508.625000 Penalty: 4584.144531
	Iteration 13Q: 3 clusters Score -1013509 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1013546.750000 Penalty: 4584.144531
	Iteration 14Q: 3 clusters Score -1013547 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1013583.062500 Penalty: 4584.144531
	Iteration 15Q: 3 clusters Score -1013583 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1013608.312500 Penalty: 4584.144531
	Iteration 16Q: 3 clusters Score -1013608 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1013638.125000 Penalty: 4584.144531
	Iteration 17Q: 3 clusters Score -1013638 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1013669.937500 Penalty: 4584.144531
	Iteration 18Q: 3 clusters Score -1013670 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1013710.437500 Penalty: 4584.144531
	Iteration 19Q: 3 clusters Score -1013710 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1013752.500000 Penalty: 4584.144531
	Iteration 20F: 3 clusters Score -1013752 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1013789.375000 Penalty: 4584.144531
	Iteration 21Q: 3 clusters Score -1013789 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1013828.500000 Penalty: 4584.144531
	Iteration 22Q: 3 clusters Score -1013828 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1013873.687500 Penalty: 4584.144531
	Iteration 23Q: 3 clusters Score -1013874 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1013915.437500 Penalty: 4584.144531
	Iteration 24Q: 3 clusters Score -1013915 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1013955.875000 Penalty: 4584.144531
	Iteration 25Q: 3 clusters Score -1013956 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1013993.687500 Penalty: 4584.144531
	Iteration 26Q: 3 clusters Score -1013994 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1014033.812500 Penalty: 4584.144531
	Iteration 27Q: 3 clusters Score -1014034 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1014081.125000 Penalty: 4584.144531
	Iteration 28Q: 3 clusters Score -1014081 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1014145.750000 Penalty: 4584.144531
	Iteration 29Q: 3 clusters Score -1014146 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1014217.375000 Penalty: 4584.144531
	Iteration 30Q: 3 clusters Score -1014217 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1014297.250000 Penalty: 4584.144531
	Iteration 31Q: 3 clusters Score -1014297 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1014394.187500 Penalty: 4584.144531
	Iteration 32Q: 3 clusters Score -1014394 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1014497.375000 Penalty: 4584.144531
	Iteration 33Q: 3 clusters Score -1014497 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1014597.625000 Penalty: 4584.144531
	Iteration 34Q: 3 clusters Score -1014598 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1014707.437500 Penalty: 4584.144531
	Iteration 35Q: 3 clusters Score -1014707 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1014811.000000 Penalty: 4584.144531
	Iteration 36Q: 3 clusters Score -1014811 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1014903.875000 Penalty: 4584.144531
	Iteration 37Q: 3 clusters Score -1014904 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1015003.062500 Penalty: 4584.144531
	Iteration 38Q: 3 clusters Score -1015003 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1015085.187500 Penalty: 4584.144531
	Iteration 39Q: 3 clusters Score -1015085 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1015159.375000 Penalty: 4584.144531
	Iteration 40F: 3 clusters Score -1015159 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1015223.937500 Penalty: 4584.144531
	Iteration 41Q: 3 clusters Score -1015224 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1015286.812500 Penalty: 4584.144531
	Iteration 42Q: 3 clusters Score -1015287 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1015343.437500 Penalty: 4584.144531
	Iteration 43Q: 3 clusters Score -1015343 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1015395.562500 Penalty: 4584.144531
	Iteration 44Q: 3 clusters Score -1015396 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1015445.062500 Penalty: 4584.144531
	Iteration 45Q: 3 clusters Score -1015445 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1015496.000000 Penalty: 4584.144531
	Iteration 46Q: 3 clusters Score -1015496 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1015537.062500 Penalty: 4584.144531
	Iteration 47Q: 3 clusters Score -1015537 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1015567.625000 Penalty: 4584.144531
	Iteration 48Q: 3 clusters Score -1015568 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1015599.000000 Penalty: 4584.144531
	Iteration 49Q: 3 clusters Score -1015599 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1015632.750000 Penalty: 4584.144531
	Iteration 50Q: 3 clusters Score -1015633 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1015665.937500 Penalty: 4584.144531
	Iteration 51Q: 3 clusters Score -1015666 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1015707.312500 Penalty: 4584.144531
	Iteration 52Q: 3 clusters Score -1015707 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1015739.312500 Penalty: 4584.144531
	Iteration 53Q: 3 clusters Score -1015739 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1015777.625000 Penalty: 4584.144531
	Iteration 54Q: 3 clusters Score -1015778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1015806.125000 Penalty: 4584.144531
	Iteration 55Q: 3 clusters Score -1015806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1015827.750000 Penalty: 4584.144531
	Iteration 56Q: 3 clusters Score -1015828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1015849.562500 Penalty: 4584.144531
	Iteration 57Q: 3 clusters Score -1015850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1015863.562500 Penalty: 4584.144531
	Iteration 58Q: 3 clusters Score -1015864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1015874.125000 Penalty: 4584.144531
	Iteration 59Q: 3 clusters Score -1015874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1015890.187500 Penalty: 4584.144531
	Iteration 60F: 3 clusters Score -1015890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1015905.187500 Penalty: 4584.144531
	Iteration 61Q: 3 clusters Score -1015905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1015914.062500 Penalty: 4584.144531
	Iteration 62Q: 3 clusters Score -1015914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1015929.312500 Penalty: 4584.144531
	Iteration 63Q: 3 clusters Score -1015929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1015940.062500 Penalty: 4584.144531
	Iteration 64Q: 3 clusters Score -1015940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1015951.500000 Penalty: 4584.144531
	Iteration 65Q: 3 clusters Score -1015952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1015961.000000 Penalty: 4584.144531
	Iteration 66Q: 3 clusters Score -1015961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1015967.625000 Penalty: 4584.144531
	Iteration 67Q: 3 clusters Score -1015968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1015977.937500 Penalty: 4584.144531
	Iteration 68Q: 3 clusters Score -1015978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1015995.500000 Penalty: 4584.144531
	Iteration 69Q: 3 clusters Score -1015996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1016010.187500 Penalty: 4584.144531
	Iteration 70Q: 3 clusters Score -1016010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1016019.875000 Penalty: 4584.144531
	Iteration 71Q: 3 clusters Score -1016020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1016030.312500 Penalty: 4584.144531
	Iteration 72Q: 3 clusters Score -1016030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1016037.937500 Penalty: 4584.144531
	Iteration 73Q: 3 clusters Score -1016038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1016044.562500 Penalty: 4584.144531
	Iteration 74Q: 3 clusters Score -1016045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1016049.000000 Penalty: 4584.144531
	Iteration 75Q: 3 clusters Score -1016049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1016053.250000 Penalty: 4584.144531
	Iteration 76Q: 3 clusters Score -1016053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1016052.937500 Penalty: 4584.144531
	Iteration 77Q: 3 clusters Score -1016053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1016054.250000 Penalty: 4584.144531
	Iteration 78Q: 3 clusters Score -1016054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1016054.562500 Penalty: 4584.144531
	Iteration 79Q: 3 clusters Score -1016055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1016054.750000 Penalty: 4584.144531
	Iteration 80F: 3 clusters Score -1016055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1016056.687500 Penalty: 4584.144531
	Iteration 81Q: 3 clusters Score -1016057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1016056.187500 Penalty: 4584.144531
	Iteration 82Q: 3 clusters Score -1016056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1016058.500000 Penalty: 4584.144531
	Iteration 83Q: 3 clusters Score -1016058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1016058.000000 Penalty: 4584.144531
	Iteration 84Q: 3 clusters Score -1016058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1016060.312500 Penalty: 4584.144531
	Iteration 85Q: 3 clusters Score -1016060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1016061.312500 Penalty: 4584.144531
	Iteration 86Q: 3 clusters Score -1016061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1016063.375000 Penalty: 4584.144531
	Iteration 87Q: 3 clusters Score -1016063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1016064.312500 Penalty: 4584.144531
	Iteration 88Q: 3 clusters Score -1016064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1016068.500000 Penalty: 4584.144531
	Iteration 89Q: 3 clusters Score -1016068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1016072.375000 Penalty: 4584.144531
	Iteration 90Q: 3 clusters Score -1016072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1016075.875000 Penalty: 4584.144531
	Iteration 91Q: 3 clusters Score -1016076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1016076.687500 Penalty: 4584.144531
	Iteration 92Q: 3 clusters Score -1016077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1016077.000000 Penalty: 4584.144531
	Iteration 93Q: 3 clusters Score -1016077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1016085.500000 Penalty: 4584.144531
	Iteration 94Q: 3 clusters Score -1016086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1016088.000000 Penalty: 4584.144531
	Iteration 95Q: 3 clusters Score -1016088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1016091.125000 Penalty: 4584.144531
	Iteration 96Q: 3 clusters Score -1016091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1016094.812500 Penalty: 4584.144531
	Iteration 97Q: 3 clusters Score -1016095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1016098.187500 Penalty: 4584.144531
	Iteration 98Q: 3 clusters Score -1016098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1016103.625000 Penalty: 4584.144531
	Iteration 99Q: 3 clusters Score -1016104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1016109.062500 Penalty: 4584.144531
	Iteration 100F: 3 clusters Score -1016109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1016115.187500 Penalty: 4584.144531
	Iteration 101Q: 3 clusters Score -1016115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1016116.625000 Penalty: 4584.144531
	Iteration 102Q: 3 clusters Score -1016117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1016120.875000 Penalty: 4584.144531
	Iteration 103Q: 3 clusters Score -1016121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1016123.937500 Penalty: 4584.144531
	Iteration 104Q: 3 clusters Score -1016124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1016127.937500 Penalty: 4584.144531
	Iteration 105Q: 3 clusters Score -1016128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1016128.250000 Penalty: 4584.144531
	Iteration 106Q: 3 clusters Score -1016128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1016128.812500 Penalty: 4584.144531
	Iteration 107Q: 3 clusters Score -1016129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1016128.812500 Penalty: 4584.144531
	Iteration 108F: 3 clusters Score -1016129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (230350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230350 members 
Entering Unmasked Estep 
Score: -22657382.000000 Penalty: 3062.144043
	Iteration 0F: 2 clusters Score -2.265738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115497 members 
Mstep: Class 2 contains 114853 members 
Entering Unmasked Estep 
Score: -22502668.000000 Penalty: 6124.288086
	Iteration 0F: 3 clusters Score -2.250267e+07 nChanged 111485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123284 members 
Mstep: Class 2 contains 107066 members 
Entering Unmasked Estep 
Score: -22569218.000000 Penalty: 6124.288086
	Iteration 1F: 3 clusters Score -2.256922e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128681 members 
Mstep: Class 2 contains 101669 members 
Entering Unmasked Estep 
Score: -22571700.000000 Penalty: 6124.288086
	Iteration 2Q: 3 clusters Score -2.25717e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137096 members 
Mstep: Class 2 contains 93254 members 
Entering Unmasked Estep 
Score: -22576562.000000 Penalty: 6124.288086
	Iteration 3Q: 3 clusters Score -2.257656e+07 nChanged 15039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149619 members 
Mstep: Class 2 contains 80731 members 
Entering Unmasked Estep 
Score: -22585982.000000 Penalty: 6124.288086
	Iteration 4F: 3 clusters Score -2.258598e+07 nChanged 18864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166009 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -22600158.000000 Penalty: 6124.288086
	Iteration 5F: 3 clusters Score -2.260016e+07 nChanged 19500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183469 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -22616324.000000 Penalty: 6124.288086
	Iteration 6F: 3 clusters Score -2.261632e+07 nChanged 16185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198450 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -22629446.000000 Penalty: 6124.288086
	Iteration 7F: 3 clusters Score -2.262945e+07 nChanged 11692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209618 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -22638916.000000 Penalty: 6124.288086
	Iteration 8F: 3 clusters Score -2.263892e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217531 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -22645472.000000 Penalty: 6124.288086
	Iteration 9Q: 3 clusters Score -2.264547e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222771 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -22649834.000000 Penalty: 6124.288086
	Iteration 10Q: 3 clusters Score -2.264983e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225860 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -22652296.000000 Penalty: 6124.288086
	Iteration 11Q: 3 clusters Score -2.26523e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227521 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -22653500.000000 Penalty: 6124.288086
	Iteration 12Q: 3 clusters Score -2.26535e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228379 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -22654192.000000 Penalty: 6124.288086
	Iteration 13Q: 3 clusters Score -2.265419e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228803 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -22654466.000000 Penalty: 6124.288086
	Iteration 14Q: 3 clusters Score -2.265447e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229057 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -22654668.000000 Penalty: 6124.288086
	Iteration 15Q: 3 clusters Score -2.265467e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229221 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -22654762.000000 Penalty: 6124.288086
	Iteration 16Q: 3 clusters Score -2.265476e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229308 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -22654848.000000 Penalty: 6124.288086
	Iteration 17Q: 3 clusters Score -2.265485e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229361 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -22654890.000000 Penalty: 6124.288086
	Iteration 18Q: 3 clusters Score -2.265489e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229409 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -22654928.000000 Penalty: 6124.288086
	Iteration 19Q: 3 clusters Score -2.265493e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229438 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -22654956.000000 Penalty: 6124.288086
	Iteration 20F: 3 clusters Score -2.265496e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229457 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -22654994.000000 Penalty: 6124.288086
	Iteration 21Q: 3 clusters Score -2.265499e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229476 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -22655008.000000 Penalty: 6124.288086
	Iteration 22Q: 3 clusters Score -2.265501e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229497 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -22655024.000000 Penalty: 6124.288086
	Iteration 23Q: 3 clusters Score -2.265502e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229510 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -22655024.000000 Penalty: 6124.288086
	Iteration 24Q: 3 clusters Score -2.265502e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229521 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -22655062.000000 Penalty: 6124.288086
	Iteration 25Q: 3 clusters Score -2.265506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229522 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -22655074.000000 Penalty: 6124.288086
	Iteration 26Q: 3 clusters Score -2.265507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229527 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -22655088.000000 Penalty: 6124.288086
	Iteration 27Q: 3 clusters Score -2.265509e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229533 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -22655100.000000 Penalty: 6124.288086
	Iteration 28Q: 3 clusters Score -2.26551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229537 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -22655104.000000 Penalty: 6124.288086
	Iteration 29Q: 3 clusters Score -2.26551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229540 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -22655110.000000 Penalty: 6124.288086
	Iteration 30Q: 3 clusters Score -2.265511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229539 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -22655128.000000 Penalty: 6124.288086
	Iteration 31Q: 3 clusters Score -2.265513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229541 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -22655126.000000 Penalty: 6124.288086
	Iteration 32Q: 3 clusters Score -2.265513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229543 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -22655124.000000 Penalty: 6124.288086
	Iteration 33Q: 3 clusters Score -2.265512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229540 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -22655120.000000 Penalty: 6124.288086
	Iteration 34Q: 3 clusters Score -2.265512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229541 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -22655122.000000 Penalty: 6124.288086
	Iteration 35Q: 3 clusters Score -2.265512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229544 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -22655124.000000 Penalty: 6124.288086
	Iteration 36Q: 3 clusters Score -2.265512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229548 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -22655122.000000 Penalty: 6124.288086
	Iteration 37Q: 3 clusters Score -2.265512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229551 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -22655134.000000 Penalty: 6124.288086
	Iteration 38Q: 3 clusters Score -2.265513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229553 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -22655126.000000 Penalty: 6124.288086
	Iteration 39Q: 3 clusters Score -2.265513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229552 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -22655126.000000 Penalty: 6124.288086
	Iteration 40F: 3 clusters Score -2.265513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1193933.750000 Penalty: 2342.364258
	Iteration 0F: 2 clusters Score -1193934 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 6336 members 
Entering Unmasked Estep 
Score: -1184673.125000 Penalty: 4684.728516
	Iteration 0F: 3 clusters Score -1184673 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1187417.000000 Penalty: 4684.728516
	Iteration 1F: 3 clusters Score -1187417 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1187804.125000 Penalty: 4684.728516
	Iteration 2F: 3 clusters Score -1187804 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1188342.125000 Penalty: 4684.728516
	Iteration 3F: 3 clusters Score -1188342 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1189101.000000 Penalty: 4684.728516
	Iteration 4F: 3 clusters Score -1189101 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1189878.375000 Penalty: 4684.728516
	Iteration 5F: 3 clusters Score -1189878 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1190579.875000 Penalty: 4684.728516
	Iteration 6F: 3 clusters Score -1190580 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1191233.500000 Penalty: 4684.728516
	Iteration 7F: 3 clusters Score -1191234 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1191780.750000 Penalty: 4684.728516
	Iteration 8F: 3 clusters Score -1191781 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1192176.625000 Penalty: 4684.728516
	Iteration 9Q: 3 clusters Score -1192177 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1192500.875000 Penalty: 4684.728516
	Iteration 10Q: 3 clusters Score -1192501 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1192724.000000 Penalty: 4684.728516
	Iteration 11Q: 3 clusters Score -1192724 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1192886.750000 Penalty: 4684.728516
	Iteration 12Q: 3 clusters Score -1192887 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1193030.875000 Penalty: 4684.728516
	Iteration 13Q: 3 clusters Score -1193031 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1193124.625000 Penalty: 4684.728516
	Iteration 14Q: 3 clusters Score -1193125 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1193201.625000 Penalty: 4684.728516
	Iteration 15Q: 3 clusters Score -1193202 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1193237.500000 Penalty: 4684.728516
	Iteration 16Q: 3 clusters Score -1193238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1193269.625000 Penalty: 4684.728516
	Iteration 17Q: 3 clusters Score -1193270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1193292.625000 Penalty: 4684.728516
	Iteration 18Q: 3 clusters Score -1193293 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1193308.000000 Penalty: 4684.728516
	Iteration 19Q: 3 clusters Score -1193308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1193319.375000 Penalty: 4684.728516
	Iteration 20F: 3 clusters Score -1193319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1193327.500000 Penalty: 4684.728516
	Iteration 21Q: 3 clusters Score -1193328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1193337.625000 Penalty: 4684.728516
	Iteration 22Q: 3 clusters Score -1193338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1193339.625000 Penalty: 4684.728516
	Iteration 23Q: 3 clusters Score -1193340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1193342.000000 Penalty: 4684.728516
	Iteration 24Q: 3 clusters Score -1193342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1193343.250000 Penalty: 4684.728516
	Iteration 25Q: 3 clusters Score -1193343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1193349.625000 Penalty: 4684.728516
	Iteration 26Q: 3 clusters Score -1193350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1193351.125000 Penalty: 4684.728516
	Iteration 27Q: 3 clusters Score -1193351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1193354.000000 Penalty: 4684.728516
	Iteration 28Q: 3 clusters Score -1193354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1193355.125000 Penalty: 4684.728516
	Iteration 29Q: 3 clusters Score -1193355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1193359.000000 Penalty: 4684.728516
	Iteration 30Q: 3 clusters Score -1193359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1193364.000000 Penalty: 4684.728516
	Iteration 31Q: 3 clusters Score -1193364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1193365.375000 Penalty: 4684.728516
	Iteration 32Q: 3 clusters Score -1193365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1193366.500000 Penalty: 4684.728516
	Iteration 33Q: 3 clusters Score -1193366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1193365.625000 Penalty: 4684.728516
	Iteration 34Q: 3 clusters Score -1193366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1193367.125000 Penalty: 4684.728516
	Iteration 35Q: 3 clusters Score -1193367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1193369.750000 Penalty: 4684.728516
	Iteration 36Q: 3 clusters Score -1193370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1193371.250000 Penalty: 4684.728516
	Iteration 37Q: 3 clusters Score -1193371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1193371.625000 Penalty: 4684.728516
	Iteration 38Q: 3 clusters Score -1193372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1193370.875000 Penalty: 4684.728516
	Iteration 39Q: 3 clusters Score -1193371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1193370.875000 Penalty: 4684.728516
	Iteration 40F: 3 clusters Score -1193371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Entering Unmasked Estep 
Score: -2619875.000000 Penalty: 2551.466553
	Iteration 0F: 2 clusters Score -2619875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2599747.750000 Penalty: 5102.933105
	Iteration 0F: 3 clusters Score -2599748 nChanged 13298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2607248.250000 Penalty: 5102.933105
	Iteration 1F: 3 clusters Score -2607248 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2608155.000000 Penalty: 5102.933105
	Iteration 2F: 3 clusters Score -2608155 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2609290.250000 Penalty: 5102.933105
	Iteration 3F: 3 clusters Score -2609290 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2610731.250000 Penalty: 5102.933105
	Iteration 4F: 3 clusters Score -2610731 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2612165.250000 Penalty: 5102.933105
	Iteration 5F: 3 clusters Score -2612165 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2613423.250000 Penalty: 5102.933105
	Iteration 6F: 3 clusters Score -2613423 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2614349.500000 Penalty: 5102.933105
	Iteration 7F: 3 clusters Score -2614350 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2614976.250000 Penalty: 5102.933105
	Iteration 8Q: 3 clusters Score -2614976 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2615389.000000 Penalty: 5102.933105
	Iteration 9Q: 3 clusters Score -2615389 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2615707.500000 Penalty: 5102.933105
	Iteration 10Q: 3 clusters Score -2615708 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2615998.000000 Penalty: 5102.933105
	Iteration 11Q: 3 clusters Score -2615998 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2616227.000000 Penalty: 5102.933105
	Iteration 12Q: 3 clusters Score -2616227 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2616378.000000 Penalty: 5102.933105
	Iteration 13Q: 3 clusters Score -2616378 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2616513.500000 Penalty: 5102.933105
	Iteration 14Q: 3 clusters Score -2616514 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2616602.500000 Penalty: 5102.933105
	Iteration 15Q: 3 clusters Score -2616602 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2616708.000000 Penalty: 5102.933105
	Iteration 16Q: 3 clusters Score -2616708 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2616800.000000 Penalty: 5102.933105
	Iteration 17Q: 3 clusters Score -2616800 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2616875.500000 Penalty: 5102.933105
	Iteration 18Q: 3 clusters Score -2616876 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2616967.750000 Penalty: 5102.933105
	Iteration 19Q: 3 clusters Score -2616968 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2617054.000000 Penalty: 5102.933105
	Iteration 20F: 3 clusters Score -2617054 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2617159.000000 Penalty: 5102.933105
	Iteration 21Q: 3 clusters Score -2617159 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2617270.000000 Penalty: 5102.933105
	Iteration 22Q: 3 clusters Score -2617270 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2617375.000000 Penalty: 5102.933105
	Iteration 23Q: 3 clusters Score -2617375 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2617499.000000 Penalty: 5102.933105
	Iteration 24Q: 3 clusters Score -2617499 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2617647.500000 Penalty: 5102.933105
	Iteration 25Q: 3 clusters Score -2617648 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2617813.000000 Penalty: 5102.933105
	Iteration 26Q: 3 clusters Score -2617813 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2617947.750000 Penalty: 5102.933105
	Iteration 27Q: 3 clusters Score -2617948 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2618078.750000 Penalty: 5102.933105
	Iteration 28Q: 3 clusters Score -2618079 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2618158.750000 Penalty: 5102.933105
	Iteration 29Q: 3 clusters Score -2618159 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2618239.000000 Penalty: 5102.933105
	Iteration 30Q: 3 clusters Score -2618239 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2618295.750000 Penalty: 5102.933105
	Iteration 31Q: 3 clusters Score -2618296 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2618354.750000 Penalty: 5102.933105
	Iteration 32Q: 3 clusters Score -2618355 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2618406.750000 Penalty: 5102.933105
	Iteration 33Q: 3 clusters Score -2618407 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2618461.250000 Penalty: 5102.933105
	Iteration 34Q: 3 clusters Score -2618461 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2618502.250000 Penalty: 5102.933105
	Iteration 35Q: 3 clusters Score -2618502 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2618549.000000 Penalty: 5102.933105
	Iteration 36Q: 3 clusters Score -2618549 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2618607.750000 Penalty: 5102.933105
	Iteration 37Q: 3 clusters Score -2618608 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2618661.500000 Penalty: 5102.933105
	Iteration 38Q: 3 clusters Score -2618662 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2618715.000000 Penalty: 5102.933105
	Iteration 39Q: 3 clusters Score -2618715 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2618762.750000 Penalty: 5102.933105
	Iteration 40F: 3 clusters Score -2618763 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2618810.250000 Penalty: 5102.933105
	Iteration 41Q: 3 clusters Score -2618810 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2618858.000000 Penalty: 5102.933105
	Iteration 42Q: 3 clusters Score -2618858 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2618907.000000 Penalty: 5102.933105
	Iteration 43Q: 3 clusters Score -2618907 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2618963.000000 Penalty: 5102.933105
	Iteration 44Q: 3 clusters Score -2618963 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2618995.500000 Penalty: 5102.933105
	Iteration 45Q: 3 clusters Score -2618996 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2619039.750000 Penalty: 5102.933105
	Iteration 46Q: 3 clusters Score -2619040 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2619063.750000 Penalty: 5102.933105
	Iteration 47Q: 3 clusters Score -2619064 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2619088.500000 Penalty: 5102.933105
	Iteration 48Q: 3 clusters Score -2619088 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2619102.500000 Penalty: 5102.933105
	Iteration 49Q: 3 clusters Score -2619102 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2619114.750000 Penalty: 5102.933105
	Iteration 50Q: 3 clusters Score -2619115 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2619134.250000 Penalty: 5102.933105
	Iteration 51Q: 3 clusters Score -2619134 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2619147.500000 Penalty: 5102.933105
	Iteration 52Q: 3 clusters Score -2619148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2619157.250000 Penalty: 5102.933105
	Iteration 53Q: 3 clusters Score -2619157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2619158.000000 Penalty: 5102.933105
	Iteration 54Q: 3 clusters Score -2619158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2619160.000000 Penalty: 5102.933105
	Iteration 55Q: 3 clusters Score -2619160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2619164.000000 Penalty: 5102.933105
	Iteration 56Q: 3 clusters Score -2619164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2619173.500000 Penalty: 5102.933105
	Iteration 57Q: 3 clusters Score -2619174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2619171.250000 Penalty: 5102.933105
	Iteration 58Q: 3 clusters Score -2619171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2619167.500000 Penalty: 5102.933105
	Iteration 59Q: 3 clusters Score -2619168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2619170.250000 Penalty: 5102.933105
	Iteration 60F: 3 clusters Score -2619170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2619172.500000 Penalty: 5102.933105
	Iteration 61Q: 3 clusters Score -2619172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2619174.500000 Penalty: 5102.933105
	Iteration 62Q: 3 clusters Score -2619174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2619175.250000 Penalty: 5102.933105
	Iteration 63Q: 3 clusters Score -2619175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2619174.750000 Penalty: 5102.933105
	Iteration 64Q: 3 clusters Score -2619175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2619182.500000 Penalty: 5102.933105
	Iteration 65Q: 3 clusters Score -2619182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2619186.000000 Penalty: 5102.933105
	Iteration 66Q: 3 clusters Score -2619186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2619191.250000 Penalty: 5102.933105
	Iteration 67Q: 3 clusters Score -2619191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2619186.500000 Penalty: 5102.933105
	Iteration 68Q: 3 clusters Score -2619186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2619185.500000 Penalty: 5102.933105
	Iteration 69Q: 3 clusters Score -2619186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2619181.500000 Penalty: 5102.933105
	Iteration 70Q: 3 clusters Score -2619182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2619182.500000 Penalty: 5102.933105
	Iteration 71Q: 3 clusters Score -2619182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2619180.500000 Penalty: 5102.933105
	Iteration 72Q: 3 clusters Score -2619180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2619183.250000 Penalty: 5102.933105
	Iteration 73Q: 3 clusters Score -2619183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2619182.250000 Penalty: 5102.933105
	Iteration 74Q: 3 clusters Score -2619182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2619183.500000 Penalty: 5102.933105
	Iteration 75Q: 3 clusters Score -2619184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2619183.500000 Penalty: 5102.933105
	Iteration 76Q: 3 clusters Score -2619184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2619180.750000 Penalty: 5102.933105
	Iteration 77Q: 3 clusters Score -2619181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2619183.250000 Penalty: 5102.933105
	Iteration 78Q: 3 clusters Score -2619183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2619185.750000 Penalty: 5102.933105
	Iteration 79Q: 3 clusters Score -2619186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2619187.000000 Penalty: 5102.933105
	Iteration 80F: 3 clusters Score -2619187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2619187.000000 Penalty: 5102.933105
	Iteration 81Q: 3 clusters Score -2619187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2619187.000000 Penalty: 5102.933105
	Iteration 82F: 3 clusters Score -2619187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (308252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308252 members 
Entering Unmasked Estep 
Score: -30183382.000000 Penalty: 3134.390869
	Iteration 0F: 2 clusters Score -3.018338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154132 members 
Mstep: Class 2 contains 154120 members 
Entering Unmasked Estep 
Score: -29987090.000000 Penalty: 6268.781738
	Iteration 0F: 3 clusters Score -2.998709e+07 nChanged 149420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158514 members 
Mstep: Class 2 contains 149738 members 
Entering Unmasked Estep 
Score: -30076126.000000 Penalty: 6268.781738
	Iteration 1F: 3 clusters Score -3.007613e+07 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161895 members 
Mstep: Class 2 contains 146357 members 
Entering Unmasked Estep 
Score: -30078376.000000 Penalty: 6268.781738
	Iteration 2Q: 3 clusters Score -3.007838e+07 nChanged 11470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167207 members 
Mstep: Class 2 contains 141045 members 
Entering Unmasked Estep 
Score: -30082442.000000 Penalty: 6268.781738
	Iteration 3Q: 3 clusters Score -3.008244e+07 nChanged 14910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175297 members 
Mstep: Class 2 contains 132955 members 
Entering Unmasked Estep 
Score: -30088636.000000 Penalty: 6268.781738
	Iteration 4Q: 3 clusters Score -3.008864e+07 nChanged 18820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186709 members 
Mstep: Class 2 contains 121543 members 
Entering Unmasked Estep 
Score: -30098144.000000 Penalty: 6268.781738
	Iteration 5F: 3 clusters Score -3.009814e+07 nChanged 21751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200852 members 
Mstep: Class 2 contains 107400 members 
Entering Unmasked Estep 
Score: -30109116.000000 Penalty: 6268.781738
	Iteration 6F: 3 clusters Score -3.010912e+07 nChanged 21711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216039 members 
Mstep: Class 2 contains 92213 members 
Entering Unmasked Estep 
Score: -30120184.000000 Penalty: 6268.781738
	Iteration 7F: 3 clusters Score -3.012018e+07 nChanged 19085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230618 members 
Mstep: Class 2 contains 77634 members 
Entering Unmasked Estep 
Score: -30129272.000000 Penalty: 6268.781738
	Iteration 8F: 3 clusters Score -3.012927e+07 nChanged 15555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244043 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -30136686.000000 Penalty: 6268.781738
	Iteration 9F: 3 clusters Score -3.013669e+07 nChanged 13112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256615 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -30143748.000000 Penalty: 6268.781738
	Iteration 10Q: 3 clusters Score -3.014375e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268689 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -30150886.000000 Penalty: 6268.781738
	Iteration 11Q: 3 clusters Score -3.015089e+07 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279805 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -30158320.000000 Penalty: 6268.781738
	Iteration 12Q: 3 clusters Score -3.015832e+07 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289536 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -30165434.000000 Penalty: 6268.781738
	Iteration 13Q: 3 clusters Score -3.016543e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297162 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -30171434.000000 Penalty: 6268.781738
	Iteration 14Q: 3 clusters Score -3.017143e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302242 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -30176090.000000 Penalty: 6268.781738
	Iteration 15Q: 3 clusters Score -3.017609e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305061 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -30178474.000000 Penalty: 6268.781738
	Iteration 16Q: 3 clusters Score -3.017847e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306291 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -30179694.000000 Penalty: 6268.781738
	Iteration 17Q: 3 clusters Score -3.017969e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306805 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -30180202.000000 Penalty: 6268.781738
	Iteration 18Q: 3 clusters Score -3.01802e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307018 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -30180508.000000 Penalty: 6268.781738
	Iteration 19Q: 3 clusters Score -3.018051e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307118 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -30180640.000000 Penalty: 6268.781738
	Iteration 20F: 3 clusters Score -3.018064e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307149 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -30180656.000000 Penalty: 6268.781738
	Iteration 21Q: 3 clusters Score -3.018066e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307162 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -30180710.000000 Penalty: 6268.781738
	Iteration 22Q: 3 clusters Score -3.018071e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307171 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -30180746.000000 Penalty: 6268.781738
	Iteration 23Q: 3 clusters Score -3.018075e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307187 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -30180766.000000 Penalty: 6268.781738
	Iteration 24Q: 3 clusters Score -3.018077e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307198 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -30180784.000000 Penalty: 6268.781738
	Iteration 25Q: 3 clusters Score -3.018078e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307213 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -30180824.000000 Penalty: 6268.781738
	Iteration 26Q: 3 clusters Score -3.018082e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307219 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -30180846.000000 Penalty: 6268.781738
	Iteration 27Q: 3 clusters Score -3.018085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307225 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -30180852.000000 Penalty: 6268.781738
	Iteration 28Q: 3 clusters Score -3.018085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307233 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -30180858.000000 Penalty: 6268.781738
	Iteration 29Q: 3 clusters Score -3.018086e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307248 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -30180854.000000 Penalty: 6268.781738
	Iteration 30Q: 3 clusters Score -3.018085e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307255 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -30180862.000000 Penalty: 6268.781738
	Iteration 31Q: 3 clusters Score -3.018086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307256 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -30180852.000000 Penalty: 6268.781738
	Iteration 32Q: 3 clusters Score -3.018085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307259 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -30180858.000000 Penalty: 6268.781738
	Iteration 33Q: 3 clusters Score -3.018086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307260 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -30180858.000000 Penalty: 6268.781738
	Iteration 34Q: 3 clusters Score -3.018086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307265 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -30180840.000000 Penalty: 6268.781738
	Iteration 35Q: 3 clusters Score -3.018084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307268 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -30180858.000000 Penalty: 6268.781738
	Iteration 36Q: 3 clusters Score -3.018086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307267 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -30180860.000000 Penalty: 6268.781738
	Iteration 37Q: 3 clusters Score -3.018086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307265 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -30180870.000000 Penalty: 6268.781738
	Iteration 38Q: 3 clusters Score -3.018087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307267 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -30180870.000000 Penalty: 6268.781738
	Iteration 39Q: 3 clusters Score -3.018087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307266 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -30180872.000000 Penalty: 6268.781738
	Iteration 40F: 3 clusters Score -3.018087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307269 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -30180858.000000 Penalty: 6268.781738
	Iteration 41Q: 3 clusters Score -3.018086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307269 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -30180860.000000 Penalty: 6268.781738
	Iteration 42Q: 3 clusters Score -3.018086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307270 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -30180882.000000 Penalty: 6268.781738
	Iteration 43Q: 3 clusters Score -3.018088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307266 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -30180876.000000 Penalty: 6268.781738
	Iteration 44Q: 3 clusters Score -3.018088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307264 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -30180882.000000 Penalty: 6268.781738
	Iteration 45Q: 3 clusters Score -3.018088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307266 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -30180876.000000 Penalty: 6268.781738
	Iteration 46Q: 3 clusters Score -3.018088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307269 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -30180888.000000 Penalty: 6268.781738
	Iteration 47Q: 3 clusters Score -3.018089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307273 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -30180880.000000 Penalty: 6268.781738
	Iteration 48Q: 3 clusters Score -3.018088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307278 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -30180886.000000 Penalty: 6268.781738
	Iteration 49Q: 3 clusters Score -3.018089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307284 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -30180898.000000 Penalty: 6268.781738
	Iteration 50Q: 3 clusters Score -3.01809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307284 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -30180886.000000 Penalty: 6268.781738
	Iteration 51Q: 3 clusters Score -3.018089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307282 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -30180884.000000 Penalty: 6268.781738
	Iteration 52Q: 3 clusters Score -3.018088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307284 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -30180882.000000 Penalty: 6268.781738
	Iteration 53Q: 3 clusters Score -3.018088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307281 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -30180876.000000 Penalty: 6268.781738
	Iteration 54Q: 3 clusters Score -3.018088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307280 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -30180880.000000 Penalty: 6268.781738
	Iteration 55Q: 3 clusters Score -3.018088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307279 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -30180894.000000 Penalty: 6268.781738
	Iteration 56Q: 3 clusters Score -3.018089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307276 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -30180884.000000 Penalty: 6268.781738
	Iteration 57Q: 3 clusters Score -3.018088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307278 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -30180876.000000 Penalty: 6268.781738
	Iteration 58Q: 3 clusters Score -3.018088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307279 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -30180876.000000 Penalty: 6268.781738
	Iteration 59Q: 3 clusters Score -3.018088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307279 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -30180876.000000 Penalty: 6268.781738
	Iteration 60F: 3 clusters Score -3.018088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (97648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97648 members 
Entering Unmasked Estep 
Score: -9411011.000000 Penalty: 2849.302734
	Iteration 0F: 2 clusters Score -9411011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -9345479.000000 Penalty: 5698.605469
	Iteration 0F: 3 clusters Score -9345479 nChanged 46166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -9371799.000000 Penalty: 5698.605469
	Iteration 1F: 3 clusters Score -9371799 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -9372631.000000 Penalty: 5698.605469
	Iteration 2Q: 3 clusters Score -9372631 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -9373620.000000 Penalty: 5698.605469
	Iteration 3Q: 3 clusters Score -9373620 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -9374791.000000 Penalty: 5698.605469
	Iteration 4Q: 3 clusters Score -9374791 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -9376577.000000 Penalty: 5698.605469
	Iteration 5Q: 3 clusters Score -9376577 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -9379414.000000 Penalty: 5698.605469
	Iteration 6Q: 3 clusters Score -9379414 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -9383232.000000 Penalty: 5698.605469
	Iteration 7F: 3 clusters Score -9383232 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -9387816.000000 Penalty: 5698.605469
	Iteration 8F: 3 clusters Score -9387816 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -9392228.000000 Penalty: 5698.605469
	Iteration 9F: 3 clusters Score -9392228 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -9395686.000000 Penalty: 5698.605469
	Iteration 10F: 3 clusters Score -9395686 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -9397691.000000 Penalty: 5698.605469
	Iteration 11Q: 3 clusters Score -9397691 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -9398822.000000 Penalty: 5698.605469
	Iteration 12Q: 3 clusters Score -9398822 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 53358 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49925 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 48529 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9403336 nChanged 1615
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Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9403866 nChanged 1565
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Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9404435 nChanged 1526
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Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9404891 nChanged 1426
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Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 58182 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9405346 nChanged 1391
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Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9405712 nChanged 1285
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Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9406087 nChanged 1216
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Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 62070 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9406427 nChanged 1179
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Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9406762 nChanged 1108
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Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9407086 nChanged 1055
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Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9407410 nChanged 1020
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Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9407682 nChanged 1045
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Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9407960 nChanged 1029
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	Iteration 33Q: 3 clusters Score -9408220 nChanged 921
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Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9408544 nChanged 946
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Mstep: Class 2 contains 70365 members 
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	Iteration 35Q: 3 clusters Score -9408810 nChanged 923
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Mstep: Class 1 contains 26364 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9409113 nChanged 844
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Mstep: Class 2 contains 72124 members 
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	Iteration 37Q: 3 clusters Score -9409399 nChanged 722
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Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9409542 nChanged 665
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Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9409695 nChanged 578
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Mstep: Class 2 contains 74087 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 75143 members 
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Mstep: Class 1 contains 20007 members 
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	Iteration 50Q: 3 clusters Score -9410396 nChanged 257
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9410651 nChanged 134
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	Iteration 89Q: 3 clusters Score -9411614 nChanged 96
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	Iteration 102Q: 3 clusters Score -9411703 nChanged 31
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	Iteration 103Q: 3 clusters Score -9411699 nChanged 26
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	Iteration 105Q: 3 clusters Score -9411703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 86381 members 
Entering Unmasked Estep 
Score: -9411696.000000 Penalty: 5698.605469
	Iteration 106Q: 3 clusters Score -9411696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 86393 members 
Entering Unmasked Estep 
Score: -9411708.000000 Penalty: 5698.605469
	Iteration 107Q: 3 clusters Score -9411708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 86401 members 
Entering Unmasked Estep 
Score: -9411707.000000 Penalty: 5698.605469
	Iteration 108Q: 3 clusters Score -9411707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 86404 members 
Entering Unmasked Estep 
Score: -9411713.000000 Penalty: 5698.605469
	Iteration 109Q: 3 clusters Score -9411713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 86408 members 
Entering Unmasked Estep 
Score: -9411710.000000 Penalty: 5698.605469
	Iteration 110Q: 3 clusters Score -9411710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 86411 members 
Entering Unmasked Estep 
Score: -9411713.000000 Penalty: 5698.605469
	Iteration 111Q: 3 clusters Score -9411713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 86412 members 
Entering Unmasked Estep 
Score: -9411720.000000 Penalty: 5698.605469
	Iteration 112Q: 3 clusters Score -9411720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 86414 members 
Entering Unmasked Estep 
Score: -9411719.000000 Penalty: 5698.605469
	Iteration 113Q: 3 clusters Score -9411719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 86415 members 
Entering Unmasked Estep 
Score: -9411714.000000 Penalty: 5698.605469
	Iteration 114Q: 3 clusters Score -9411714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 86415 members 
Entering Unmasked Estep 
Score: -9411714.000000 Penalty: 5698.605469
	Iteration 115F: 3 clusters Score -9411714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 134491 members 
Mstep: Class 2 contains 10324 members 
Mstep: Class 3 contains 230350 members 
Mstep: Class 4 contains 12645 members 
Mstep: Class 5 contains 29383 members 
Mstep: Class 6 contains 308252 members 
Mstep: Class 7 contains 11233 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 18573 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 224949 members 
Mstep: Class 12 contains 65343 members 
Mstep: Class 13 contains 22437 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 219360 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 5214 members 
Mstep: Class 21 contains 12179 members 
Mstep: Class 22 contains 102682 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 11809 members 
Mstep: Class 28 contains 10197 members 
Mstep: Class 29 contains 9045 members 
Mstep: Class 30 contains 25708 members 
Mstep: Class 31 contains 8756 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 3589 members 
Mstep: Class 35 contains 86415 members 
Entering Unmasked Estep 
Score: -157705120.000000 Penalty: 124380.453125
Splitting cluster 7 changes total score from -157705504.000000 to -157705120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Entering Unmasked Estep 
Score: -767243.250000 Penalty: 2218.862305
	Iteration 0F: 2 clusters Score -767243.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -761020.750000 Penalty: 4437.724609
	Iteration 0F: 3 clusters Score -761020.8 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -762671.625000 Penalty: 4437.724609
	Iteration 1F: 3 clusters Score -762671.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -762918.000000 Penalty: 4437.724609
	Iteration 2F: 3 clusters Score -762918 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -763058.625000 Penalty: 4437.724609
	Iteration 3Q: 3 clusters Score -763058.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -763160.312500 Penalty: 4437.724609
	Iteration 4Q: 3 clusters Score -763160.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -763234.812500 Penalty: 4437.724609
	Iteration 5Q: 3 clusters Score -763234.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -763299.750000 Penalty: 4437.724609
	Iteration 6Q: 3 clusters Score -763299.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -763358.437500 Penalty: 4437.724609
	Iteration 7Q: 3 clusters Score -763358.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -763404.500000 Penalty: 4437.724609
	Iteration 8Q: 3 clusters Score -763404.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -763451.375000 Penalty: 4437.724609
	Iteration 9Q: 3 clusters Score -763451.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -763493.937500 Penalty: 4437.724609
	Iteration 10Q: 3 clusters Score -763493.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -763535.375000 Penalty: 4437.724609
	Iteration 11Q: 3 clusters Score -763535.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -763581.625000 Penalty: 4437.724609
	Iteration 12Q: 3 clusters Score -763581.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -763635.062500 Penalty: 4437.724609
	Iteration 13Q: 3 clusters Score -763635.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -763697.437500 Penalty: 4437.724609
	Iteration 14Q: 3 clusters Score -763697.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -763783.687500 Penalty: 4437.724609
	Iteration 15Q: 3 clusters Score -763783.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -763887.750000 Penalty: 4437.724609
	Iteration 16Q: 3 clusters Score -763887.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -764005.687500 Penalty: 4437.724609
	Iteration 17Q: 3 clusters Score -764005.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -764118.937500 Penalty: 4437.724609
	Iteration 18Q: 3 clusters Score -764118.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -764233.187500 Penalty: 4437.724609
	Iteration 19Q: 3 clusters Score -764233.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -764349.875000 Penalty: 4437.724609
	Iteration 20F: 3 clusters Score -764349.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -764445.375000 Penalty: 4437.724609
	Iteration 21Q: 3 clusters Score -764445.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -764528.687500 Penalty: 4437.724609
	Iteration 22Q: 3 clusters Score -764528.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -764597.375000 Penalty: 4437.724609
	Iteration 23Q: 3 clusters Score -764597.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -764655.812500 Penalty: 4437.724609
	Iteration 24Q: 3 clusters Score -764655.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -764713.812500 Penalty: 4437.724609
	Iteration 25Q: 3 clusters Score -764713.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -764750.125000 Penalty: 4437.724609
	Iteration 26Q: 3 clusters Score -764750.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -764779.062500 Penalty: 4437.724609
	Iteration 27Q: 3 clusters Score -764779.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -764796.687500 Penalty: 4437.724609
	Iteration 28Q: 3 clusters Score -764796.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -764805.687500 Penalty: 4437.724609
	Iteration 29Q: 3 clusters Score -764805.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -764813.375000 Penalty: 4437.724609
	Iteration 30Q: 3 clusters Score -764813.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -764822.437500 Penalty: 4437.724609
	Iteration 31Q: 3 clusters Score -764822.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -764826.812500 Penalty: 4437.724609
	Iteration 32Q: 3 clusters Score -764826.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -764831.937500 Penalty: 4437.724609
	Iteration 33Q: 3 clusters Score -764831.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -764836.312500 Penalty: 4437.724609
	Iteration 34Q: 3 clusters Score -764836.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -764840.187500 Penalty: 4437.724609
	Iteration 35Q: 3 clusters Score -764840.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -764844.250000 Penalty: 4437.724609
	Iteration 36Q: 3 clusters Score -764844.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -764844.562500 Penalty: 4437.724609
	Iteration 37Q: 3 clusters Score -764844.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -764849.812500 Penalty: 4437.724609
	Iteration 38Q: 3 clusters Score -764849.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -764854.437500 Penalty: 4437.724609
	Iteration 39Q: 3 clusters Score -764854.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -764857.687500 Penalty: 4437.724609
	Iteration 40F: 3 clusters Score -764857.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -764858.312500 Penalty: 4437.724609
	Iteration 41Q: 3 clusters Score -764858.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -764860.562500 Penalty: 4437.724609
	Iteration 42Q: 3 clusters Score -764860.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -764860.875000 Penalty: 4437.724609
	Iteration 43Q: 3 clusters Score -764860.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -764863.625000 Penalty: 4437.724609
	Iteration 44Q: 3 clusters Score -764863.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -764861.937500 Penalty: 4437.724609
	Iteration 45Q: 3 clusters Score -764861.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -764862.437500 Penalty: 4437.724609
	Iteration 46Q: 3 clusters Score -764862.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -764861.812500 Penalty: 4437.724609
	Iteration 47Q: 3 clusters Score -764861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -764862.875000 Penalty: 4437.724609
	Iteration 48Q: 3 clusters Score -764862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -764863.750000 Penalty: 4437.724609
	Iteration 49Q: 3 clusters Score -764863.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -764864.625000 Penalty: 4437.724609
	Iteration 50Q: 3 clusters Score -764864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -764865.125000 Penalty: 4437.724609
	Iteration 51Q: 3 clusters Score -764865.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -764865.125000 Penalty: 4437.724609
	Iteration 52F: 3 clusters Score -764865.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Entering Unmasked Estep 
Score: -1679382.000000 Penalty: 2437.707031
	Iteration 0F: 2 clusters Score -1679382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1666214.625000 Penalty: 4875.414062
	Iteration 0F: 3 clusters Score -1666215 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1670725.375000 Penalty: 4875.414062
	Iteration 1F: 3 clusters Score -1670725 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1671206.875000 Penalty: 4875.414062
	Iteration 2F: 3 clusters Score -1671207 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1671726.250000 Penalty: 4875.414062
	Iteration 3F: 3 clusters Score -1671726 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1672333.750000 Penalty: 4875.414062
	Iteration 4F: 3 clusters Score -1672334 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1673098.625000 Penalty: 4875.414062
	Iteration 5F: 3 clusters Score -1673099 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1673992.625000 Penalty: 4875.414062
	Iteration 6F: 3 clusters Score -1673993 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1674900.750000 Penalty: 4875.414062
	Iteration 7F: 3 clusters Score -1674901 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1675891.875000 Penalty: 4875.414062
	Iteration 8F: 3 clusters Score -1675892 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1676819.250000 Penalty: 4875.414062
	Iteration 9F: 3 clusters Score -1676819 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1677493.750000 Penalty: 4875.414062
	Iteration 10Q: 3 clusters Score -1677494 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1677866.000000 Penalty: 4875.414062
	Iteration 11Q: 3 clusters Score -1677866 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1678052.125000 Penalty: 4875.414062
	Iteration 12Q: 3 clusters Score -1678052 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1678149.125000 Penalty: 4875.414062
	Iteration 13Q: 3 clusters Score -1678149 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1678218.125000 Penalty: 4875.414062
	Iteration 14Q: 3 clusters Score -1678218 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1678256.125000 Penalty: 4875.414062
	Iteration 15Q: 3 clusters Score -1678256 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1678294.250000 Penalty: 4875.414062
	Iteration 16Q: 3 clusters Score -1678294 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1678332.500000 Penalty: 4875.414062
	Iteration 17Q: 3 clusters Score -1678332 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1678366.625000 Penalty: 4875.414062
	Iteration 18Q: 3 clusters Score -1678367 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1678406.625000 Penalty: 4875.414062
	Iteration 19Q: 3 clusters Score -1678407 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1678440.875000 Penalty: 4875.414062
	Iteration 20F: 3 clusters Score -1678441 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1678471.875000 Penalty: 4875.414062
	Iteration 21Q: 3 clusters Score -1678472 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1678496.875000 Penalty: 4875.414062
	Iteration 22Q: 3 clusters Score -1678497 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1678537.500000 Penalty: 4875.414062
	Iteration 23Q: 3 clusters Score -1678538 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1678575.625000 Penalty: 4875.414062
	Iteration 24Q: 3 clusters Score -1678576 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1678621.750000 Penalty: 4875.414062
	Iteration 25Q: 3 clusters Score -1678622 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1678666.750000 Penalty: 4875.414062
	Iteration 26Q: 3 clusters Score -1678667 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1678701.375000 Penalty: 4875.414062
	Iteration 27Q: 3 clusters Score -1678701 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1678732.250000 Penalty: 4875.414062
	Iteration 28Q: 3 clusters Score -1678732 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1678752.000000 Penalty: 4875.414062
	Iteration 29Q: 3 clusters Score -1678752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1678765.125000 Penalty: 4875.414062
	Iteration 30Q: 3 clusters Score -1678765 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1678784.375000 Penalty: 4875.414062
	Iteration 31Q: 3 clusters Score -1678784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1678788.875000 Penalty: 4875.414062
	Iteration 32Q: 3 clusters Score -1678789 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1678797.125000 Penalty: 4875.414062
	Iteration 33Q: 3 clusters Score -1678797 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1678810.250000 Penalty: 4875.414062
	Iteration 34Q: 3 clusters Score -1678810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1678811.750000 Penalty: 4875.414062
	Iteration 35Q: 3 clusters Score -1678812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1678814.750000 Penalty: 4875.414062
	Iteration 36Q: 3 clusters Score -1678815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1678815.875000 Penalty: 4875.414062
	Iteration 37Q: 3 clusters Score -1678816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1678819.000000 Penalty: 4875.414062
	Iteration 38Q: 3 clusters Score -1678819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1678821.125000 Penalty: 4875.414062
	Iteration 39Q: 3 clusters Score -1678821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1678820.250000 Penalty: 4875.414062
	Iteration 40F: 3 clusters Score -1678820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1678821.500000 Penalty: 4875.414062
	Iteration 41Q: 3 clusters Score -1678822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1678821.250000 Penalty: 4875.414062
	Iteration 42Q: 3 clusters Score -1678821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1678822.125000 Penalty: 4875.414062
	Iteration 43Q: 3 clusters Score -1678822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1678815.875000 Penalty: 4875.414062
	Iteration 44Q: 3 clusters Score -1678816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1678817.375000 Penalty: 4875.414062
	Iteration 45Q: 3 clusters Score -1678817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1678817.250000 Penalty: 4875.414062
	Iteration 46Q: 3 clusters Score -1678817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1678817.875000 Penalty: 4875.414062
	Iteration 47Q: 3 clusters Score -1678818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1678816.750000 Penalty: 4875.414062
	Iteration 48Q: 3 clusters Score -1678817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1678815.750000 Penalty: 4875.414062
	Iteration 49Q: 3 clusters Score -1678816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1678815.750000 Penalty: 4875.414062
	Iteration 50F: 3 clusters Score -1678816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Entering Unmasked Estep 
Score: -786733.500000 Penalty: 2244.995117
	Iteration 0F: 2 clusters Score -786733.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -779957.687500 Penalty: 4489.990234
	Iteration 0F: 3 clusters Score -779957.7 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -781987.125000 Penalty: 4489.990234
	Iteration 1F: 3 clusters Score -781987.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -782425.000000 Penalty: 4489.990234
	Iteration 2F: 3 clusters Score -782425 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -782818.062500 Penalty: 4489.990234
	Iteration 3F: 3 clusters Score -782818.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -783205.375000 Penalty: 4489.990234
	Iteration 4F: 3 clusters Score -783205.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -783627.875000 Penalty: 4489.990234
	Iteration 5F: 3 clusters Score -783627.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -784067.187500 Penalty: 4489.990234
	Iteration 6F: 3 clusters Score -784067.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -784468.125000 Penalty: 4489.990234
	Iteration 7F: 3 clusters Score -784468.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -784863.187500 Penalty: 4489.990234
	Iteration 8Q: 3 clusters Score -784863.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -785124.062500 Penalty: 4489.990234
	Iteration 9Q: 3 clusters Score -785124.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -785269.250000 Penalty: 4489.990234
	Iteration 10Q: 3 clusters Score -785269.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -785339.125000 Penalty: 4489.990234
	Iteration 11Q: 3 clusters Score -785339.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -785377.937500 Penalty: 4489.990234
	Iteration 12Q: 3 clusters Score -785377.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -785412.062500 Penalty: 4489.990234
	Iteration 13Q: 3 clusters Score -785412.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -785442.250000 Penalty: 4489.990234
	Iteration 14Q: 3 clusters Score -785442.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -785478.437500 Penalty: 4489.990234
	Iteration 15Q: 3 clusters Score -785478.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -785511.562500 Penalty: 4489.990234
	Iteration 16Q: 3 clusters Score -785511.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -785544.500000 Penalty: 4489.990234
	Iteration 17Q: 3 clusters Score -785544.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -785575.187500 Penalty: 4489.990234
	Iteration 18Q: 3 clusters Score -785575.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -785604.875000 Penalty: 4489.990234
	Iteration 19Q: 3 clusters Score -785604.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -785625.812500 Penalty: 4489.990234
	Iteration 20F: 3 clusters Score -785625.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -785645.937500 Penalty: 4489.990234
	Iteration 21Q: 3 clusters Score -785645.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -785655.312500 Penalty: 4489.990234
	Iteration 22Q: 3 clusters Score -785655.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -785663.750000 Penalty: 4489.990234
	Iteration 23Q: 3 clusters Score -785663.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -785674.250000 Penalty: 4489.990234
	Iteration 24Q: 3 clusters Score -785674.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -785681.687500 Penalty: 4489.990234
	Iteration 25Q: 3 clusters Score -785681.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -785688.437500 Penalty: 4489.990234
	Iteration 26Q: 3 clusters Score -785688.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -785692.125000 Penalty: 4489.990234
	Iteration 27Q: 3 clusters Score -785692.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -785699.375000 Penalty: 4489.990234
	Iteration 28Q: 3 clusters Score -785699.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -785707.062500 Penalty: 4489.990234
	Iteration 29Q: 3 clusters Score -785707.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -785716.937500 Penalty: 4489.990234
	Iteration 30Q: 3 clusters Score -785716.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -785728.875000 Penalty: 4489.990234
	Iteration 31Q: 3 clusters Score -785728.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -785743.562500 Penalty: 4489.990234
	Iteration 32Q: 3 clusters Score -785743.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -785756.750000 Penalty: 4489.990234
	Iteration 33Q: 3 clusters Score -785756.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -785773.500000 Penalty: 4489.990234
	Iteration 34Q: 3 clusters Score -785773.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -785784.562500 Penalty: 4489.990234
	Iteration 35Q: 3 clusters Score -785784.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -785790.187500 Penalty: 4489.990234
	Iteration 36Q: 3 clusters Score -785790.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -785794.250000 Penalty: 4489.990234
	Iteration 37Q: 3 clusters Score -785794.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -785795.750000 Penalty: 4489.990234
	Iteration 38Q: 3 clusters Score -785795.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -785799.250000 Penalty: 4489.990234
	Iteration 39Q: 3 clusters Score -785799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -785798.812500 Penalty: 4489.990234
	Iteration 40F: 3 clusters Score -785798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -785797.875000 Penalty: 4489.990234
	Iteration 41Q: 3 clusters Score -785797.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -785801.437500 Penalty: 4489.990234
	Iteration 42Q: 3 clusters Score -785801.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -785798.875000 Penalty: 4489.990234
	Iteration 43Q: 3 clusters Score -785798.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -785800.250000 Penalty: 4489.990234
	Iteration 44Q: 3 clusters Score -785800.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -785799.000000 Penalty: 4489.990234
	Iteration 45Q: 3 clusters Score -785799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -785799.812500 Penalty: 4489.990234
	Iteration 46Q: 3 clusters Score -785799.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -785799.687500 Penalty: 4489.990234
	Iteration 47Q: 3 clusters Score -785799.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -785803.750000 Penalty: 4489.990234
	Iteration 48Q: 3 clusters Score -785803.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -785799.812500 Penalty: 4489.990234
	Iteration 49Q: 3 clusters Score -785799.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -785804.812500 Penalty: 4489.990234
	Iteration 50Q: 3 clusters Score -785804.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -785808.000000 Penalty: 4489.990234
	Iteration 51Q: 3 clusters Score -785808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -785808.375000 Penalty: 4489.990234
	Iteration 52Q: 3 clusters Score -785808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -785808.000000 Penalty: 4489.990234
	Iteration 53Q: 3 clusters Score -785808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -785808.000000 Penalty: 4489.990234
	Iteration 54F: 3 clusters Score -785808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (224949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224949 members 
Entering Unmasked Estep 
Score: -22108762.000000 Penalty: 3056.260010
	Iteration 0F: 2 clusters Score -2.210876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112390 members 
Mstep: Class 2 contains 112559 members 
Entering Unmasked Estep 
Score: -21959880.000000 Penalty: 6112.520020
	Iteration 0F: 3 clusters Score -2.195988e+07 nChanged 108302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110234 members 
Mstep: Class 2 contains 114715 members 
Entering Unmasked Estep 
Score: -22022786.000000 Penalty: 6112.520020
	Iteration 1F: 3 clusters Score -2.202279e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108617 members 
Mstep: Class 2 contains 116332 members 
Entering Unmasked Estep 
Score: -22023820.000000 Penalty: 6112.520020
	Iteration 2Q: 3 clusters Score -2.202382e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106057 members 
Mstep: Class 2 contains 118892 members 
Entering Unmasked Estep 
Score: -22025366.000000 Penalty: 6112.520020
	Iteration 3Q: 3 clusters Score -2.202537e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101833 members 
Mstep: Class 2 contains 123116 members 
Entering Unmasked Estep 
Score: -22027556.000000 Penalty: 6112.520020
	Iteration 4Q: 3 clusters Score -2.202756e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95269 members 
Mstep: Class 2 contains 129680 members 
Entering Unmasked Estep 
Score: -22031658.000000 Penalty: 6112.520020
	Iteration 5Q: 3 clusters Score -2.203166e+07 nChanged 12839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85782 members 
Mstep: Class 2 contains 139167 members 
Entering Unmasked Estep 
Score: -22038532.000000 Penalty: 6112.520020
	Iteration 6F: 3 clusters Score -2.203853e+07 nChanged 15791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73221 members 
Mstep: Class 2 contains 151728 members 
Entering Unmasked Estep 
Score: -22048754.000000 Penalty: 6112.520020
	Iteration 7F: 3 clusters Score -2.204875e+07 nChanged 17043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 166003 members 
Entering Unmasked Estep 
Score: -22060764.000000 Penalty: 6112.520020
	Iteration 8F: 3 clusters Score -2.206076e+07 nChanged 15947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 180060 members 
Entering Unmasked Estep 
Score: -22072246.000000 Penalty: 6112.520020
	Iteration 9F: 3 clusters Score -2.207225e+07 nChanged 13627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 192723 members 
Entering Unmasked Estep 
Score: -22082142.000000 Penalty: 6112.520020
	Iteration 10F: 3 clusters Score -2.208214e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 203014 members 
Entering Unmasked Estep 
Score: -22090102.000000 Penalty: 6112.520020
	Iteration 11Q: 3 clusters Score -2.20901e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 210978 members 
Entering Unmasked Estep 
Score: -22095994.000000 Penalty: 6112.520020
	Iteration 12Q: 3 clusters Score -2.209599e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 216606 members 
Entering Unmasked Estep 
Score: -22100178.000000 Penalty: 6112.520020
	Iteration 13Q: 3 clusters Score -2.210018e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 220247 members 
Entering Unmasked Estep 
Score: -22102978.000000 Penalty: 6112.520020
	Iteration 14Q: 3 clusters Score -2.210298e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 222335 members 
Entering Unmasked Estep 
Score: -22104674.000000 Penalty: 6112.520020
	Iteration 15Q: 3 clusters Score -2.210467e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 223307 members 
Entering Unmasked Estep 
Score: -22105412.000000 Penalty: 6112.520020
	Iteration 16Q: 3 clusters Score -2.210541e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 223777 members 
Entering Unmasked Estep 
Score: -22105782.000000 Penalty: 6112.520020
	Iteration 17Q: 3 clusters Score -2.210578e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 223999 members 
Entering Unmasked Estep 
Score: -22106000.000000 Penalty: 6112.520020
	Iteration 18Q: 3 clusters Score -2.2106e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 224113 members 
Entering Unmasked Estep 
Score: -22106160.000000 Penalty: 6112.520020
	Iteration 19Q: 3 clusters Score -2.210616e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 224171 members 
Entering Unmasked Estep 
Score: -22106234.000000 Penalty: 6112.520020
	Iteration 20F: 3 clusters Score -2.210623e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 224194 members 
Entering Unmasked Estep 
Score: -22106288.000000 Penalty: 6112.520020
	Iteration 21Q: 3 clusters Score -2.210629e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 224208 members 
Entering Unmasked Estep 
Score: -22106338.000000 Penalty: 6112.520020
	Iteration 22Q: 3 clusters Score -2.210634e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 224210 members 
Entering Unmasked Estep 
Score: -22106364.000000 Penalty: 6112.520020
	Iteration 23Q: 3 clusters Score -2.210636e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 224225 members 
Entering Unmasked Estep 
Score: -22106380.000000 Penalty: 6112.520020
	Iteration 24Q: 3 clusters Score -2.210638e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 224228 members 
Entering Unmasked Estep 
Score: -22106426.000000 Penalty: 6112.520020
	Iteration 25Q: 3 clusters Score -2.210643e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 224237 members 
Entering Unmasked Estep 
Score: -22106438.000000 Penalty: 6112.520020
	Iteration 26Q: 3 clusters Score -2.210644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 224246 members 
Entering Unmasked Estep 
Score: -22106438.000000 Penalty: 6112.520020
	Iteration 27Q: 3 clusters Score -2.210644e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 224251 members 
Entering Unmasked Estep 
Score: -22106452.000000 Penalty: 6112.520020
	Iteration 28Q: 3 clusters Score -2.210645e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 224259 members 
Entering Unmasked Estep 
Score: -22106478.000000 Penalty: 6112.520020
	Iteration 29Q: 3 clusters Score -2.210648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 224266 members 
Entering Unmasked Estep 
Score: -22106480.000000 Penalty: 6112.520020
	Iteration 30Q: 3 clusters Score -2.210648e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 224263 members 
Entering Unmasked Estep 
Score: -22106512.000000 Penalty: 6112.520020
	Iteration 31Q: 3 clusters Score -2.210651e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 224262 members 
Entering Unmasked Estep 
Score: -22106528.000000 Penalty: 6112.520020
	Iteration 32Q: 3 clusters Score -2.210653e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 224265 members 
Entering Unmasked Estep 
Score: -22106534.000000 Penalty: 6112.520020
	Iteration 33Q: 3 clusters Score -2.210653e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 224264 members 
Entering Unmasked Estep 
Score: -22106542.000000 Penalty: 6112.520020
	Iteration 34Q: 3 clusters Score -2.210654e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 224269 members 
Entering Unmasked Estep 
Score: -22106570.000000 Penalty: 6112.520020
	Iteration 35Q: 3 clusters Score -2.210657e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 224269 members 
Entering Unmasked Estep 
Score: -22106602.000000 Penalty: 6112.520020
	Iteration 36Q: 3 clusters Score -2.21066e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 224266 members 
Entering Unmasked Estep 
Score: -22106620.000000 Penalty: 6112.520020
	Iteration 37Q: 3 clusters Score -2.210662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 224267 members 
Entering Unmasked Estep 
Score: -22106622.000000 Penalty: 6112.520020
	Iteration 38Q: 3 clusters Score -2.210662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 224269 members 
Entering Unmasked Estep 
Score: -22106644.000000 Penalty: 6112.520020
	Iteration 39Q: 3 clusters Score -2.210664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 224266 members 
Entering Unmasked Estep 
Score: -22106654.000000 Penalty: 6112.520020
	Iteration 40F: 3 clusters Score -2.210665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 224267 members 
Entering Unmasked Estep 
Score: -22106644.000000 Penalty: 6112.520020
	Iteration 41Q: 3 clusters Score -2.210664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 224267 members 
Entering Unmasked Estep 
Score: -22106650.000000 Penalty: 6112.520020
	Iteration 42Q: 3 clusters Score -2.210665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 224269 members 
Entering Unmasked Estep 
Score: -22106652.000000 Penalty: 6112.520020
	Iteration 43Q: 3 clusters Score -2.210665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 224270 members 
Entering Unmasked Estep 
Score: -22106656.000000 Penalty: 6112.520020
	Iteration 44Q: 3 clusters Score -2.210666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 224269 members 
Entering Unmasked Estep 
Score: -22106654.000000 Penalty: 6112.520020
	Iteration 45Q: 3 clusters Score -2.210665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 224267 members 
Entering Unmasked Estep 
Score: -22106662.000000 Penalty: 6112.520020
	Iteration 46Q: 3 clusters Score -2.210666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 224266 members 
Entering Unmasked Estep 
Score: -22106664.000000 Penalty: 6112.520020
	Iteration 47Q: 3 clusters Score -2.210666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 224267 members 
Entering Unmasked Estep 
Score: -22106650.000000 Penalty: 6112.520020
	Iteration 48Q: 3 clusters Score -2.210665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 224267 members 
Entering Unmasked Estep 
Score: -22106650.000000 Penalty: 6112.520020
	Iteration 49F: 3 clusters Score -2.210665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Entering Unmasked Estep 
Score: -6330789.000000 Penalty: 2749.676514
	Iteration 0F: 2 clusters Score -6330789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -6287036.500000 Penalty: 5499.353027
	Iteration 0F: 3 clusters Score -6287036 nChanged 30518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -6304363.500000 Penalty: 5499.353027
	Iteration 1F: 3 clusters Score -6304364 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -6305590.000000 Penalty: 5499.353027
	Iteration 2Q: 3 clusters Score -6305590 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -6307403.000000 Penalty: 5499.353027
	Iteration 3Q: 3 clusters Score -6307403 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -6309860.000000 Penalty: 5499.353027
	Iteration 4F: 3 clusters Score -6309860 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -6312800.500000 Penalty: 5499.353027
	Iteration 5F: 3 clusters Score -6312800 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -6315861.500000 Penalty: 5499.353027
	Iteration 6F: 3 clusters Score -6315862 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -6318641.500000 Penalty: 5499.353027
	Iteration 7F: 3 clusters Score -6318642 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -6321079.000000 Penalty: 5499.353027
	Iteration 8F: 3 clusters Score -6321079 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -6323114.000000 Penalty: 5499.353027
	Iteration 9Q: 3 clusters Score -6323114 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -6324578.500000 Penalty: 5499.353027
	Iteration 10Q: 3 clusters Score -6324578 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -6325686.500000 Penalty: 5499.353027
	Iteration 11Q: 3 clusters Score -6325686 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -6326476.500000 Penalty: 5499.353027
	Iteration 12Q: 3 clusters Score -6326476 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -6327011.500000 Penalty: 5499.353027
	Iteration 13Q: 3 clusters Score -6327012 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -6327434.000000 Penalty: 5499.353027
	Iteration 14Q: 3 clusters Score -6327434 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -6327730.500000 Penalty: 5499.353027
	Iteration 15Q: 3 clusters Score -6327730 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -6327977.000000 Penalty: 5499.353027
	Iteration 16Q: 3 clusters Score -6327977 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -6328123.000000 Penalty: 5499.353027
	Iteration 17Q: 3 clusters Score -6328123 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -6328231.000000 Penalty: 5499.353027
	Iteration 18Q: 3 clusters Score -6328231 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -6328328.000000 Penalty: 5499.353027
	Iteration 19Q: 3 clusters Score -6328328 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -6328379.500000 Penalty: 5499.353027
	Iteration 20F: 3 clusters Score -6328380 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -6328441.000000 Penalty: 5499.353027
	Iteration 21Q: 3 clusters Score -6328441 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -6328496.000000 Penalty: 5499.353027
	Iteration 22Q: 3 clusters Score -6328496 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -6328531.500000 Penalty: 5499.353027
	Iteration 23Q: 3 clusters Score -6328532 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -6328572.000000 Penalty: 5499.353027
	Iteration 24Q: 3 clusters Score -6328572 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -6328604.500000 Penalty: 5499.353027
	Iteration 25Q: 3 clusters Score -6328604 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -6328635.000000 Penalty: 5499.353027
	Iteration 26Q: 3 clusters Score -6328635 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -6328670.500000 Penalty: 5499.353027
	Iteration 27Q: 3 clusters Score -6328670 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -6328692.500000 Penalty: 5499.353027
	Iteration 28Q: 3 clusters Score -6328692 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -6328718.000000 Penalty: 5499.353027
	Iteration 29Q: 3 clusters Score -6328718 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -6328745.000000 Penalty: 5499.353027
	Iteration 30Q: 3 clusters Score -6328745 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -6328764.500000 Penalty: 5499.353027
	Iteration 31Q: 3 clusters Score -6328764 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -6328778.000000 Penalty: 5499.353027
	Iteration 32Q: 3 clusters Score -6328778 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -6328773.000000 Penalty: 5499.353027
	Iteration 33Q: 3 clusters Score -6328773 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -6328777.500000 Penalty: 5499.353027
	Iteration 34Q: 3 clusters Score -6328778 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -6328782.000000 Penalty: 5499.353027
	Iteration 35Q: 3 clusters Score -6328782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -6328795.500000 Penalty: 5499.353027
	Iteration 36Q: 3 clusters Score -6328796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -6328800.000000 Penalty: 5499.353027
	Iteration 37Q: 3 clusters Score -6328800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -6328807.000000 Penalty: 5499.353027
	Iteration 38Q: 3 clusters Score -6328807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -6328808.000000 Penalty: 5499.353027
	Iteration 39Q: 3 clusters Score -6328808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -6328819.500000 Penalty: 5499.353027
	Iteration 40F: 3 clusters Score -6328820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -6328826.500000 Penalty: 5499.353027
	Iteration 41Q: 3 clusters Score -6328826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -6328827.500000 Penalty: 5499.353027
	Iteration 42Q: 3 clusters Score -6328828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
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Entering Unmasked Estep 
Score: -6328826.500000 Penalty: 5499.353027
	Iteration 43Q: 3 clusters Score -6328826 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59759 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6328820 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59772 members 
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Entering Unmasked Estep 
Score: -6328820.500000 Penalty: 5499.353027
	Iteration 45Q: 3 clusters Score -6328820 nChanged 14
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Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6328834 nChanged 10
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Mstep: Class 1 contains 59796 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6328820 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6328819 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6328826 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6328822 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59843 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6328817 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6328825 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -6328832.000000 Penalty: 5499.353027
	Iteration 53Q: 3 clusters Score -6328832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6328833 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -6328834.500000 Penalty: 5499.353027
	Iteration 55Q: 3 clusters Score -6328834 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6328843 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6328839 nChanged 15
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Mstep: Class 1 contains 59937 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6328848 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6328855 nChanged 18
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Mstep: Class 1 contains 59969 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -6328840.500000 Penalty: 5499.353027
	Iteration 60F: 3 clusters Score -6328840 nChanged 15
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Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6328856 nChanged 19
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Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6328868 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6328868 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60043 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -6328873.500000 Penalty: 5499.353027
	Iteration 64Q: 3 clusters Score -6328874 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6328882 nChanged 22
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Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6328894 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6328887 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60130 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6328888 nChanged 17
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Mstep: Class 1 contains 60147 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6328880 nChanged 10
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Mstep: Class 1 contains 60157 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6328880 nChanged 9
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Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6328884 nChanged 15
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Mstep: Class 1 contains 60181 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6328884 nChanged 15
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Mstep: Class 1 contains 60196 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6328890 nChanged 6
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Mstep: Class 1 contains 60202 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6328896 nChanged 7
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Mstep: Class 1 contains 60209 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6328889 nChanged 4
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6328888 nChanged 4
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Mstep: Class 1 contains 60217 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6328896 nChanged 8
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Mstep: Class 1 contains 60225 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6328886 nChanged 4
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Mstep: Class 1 contains 60229 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6328890 nChanged 8
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Mstep: Class 1 contains 60237 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6328899 nChanged 10
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Mstep: Class 1 contains 60247 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6328918 nChanged 9
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Mstep: Class 1 contains 60256 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6328922 nChanged 6
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Mstep: Class 1 contains 60262 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6328925 nChanged 6
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Mstep: Class 1 contains 60268 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6328920 nChanged 4
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Mstep: Class 1 contains 60272 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6328915 nChanged 4
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Mstep: Class 1 contains 60276 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6328916 nChanged 2
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Mstep: Class 1 contains 60278 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6328908 nChanged 3
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Mstep: Class 1 contains 60281 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6328910 nChanged 5
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Mstep: Class 1 contains 60286 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6328914 nChanged 6
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Mstep: Class 1 contains 60290 members 
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	Iteration 90Q: 3 clusters Score -6328914 nChanged 2
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Mstep: Class 1 contains 60292 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6328914 nChanged 3
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Mstep: Class 1 contains 60295 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6328919 nChanged 3
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	Iteration 93Q: 3 clusters Score -6328916 nChanged 3
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Mstep: Class 1 contains 60301 members 
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	Iteration 94Q: 3 clusters Score -6328917 nChanged 8
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Mstep: Class 1 contains 60309 members 
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	Iteration 95Q: 3 clusters Score -6328922 nChanged 10
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Mstep: Class 1 contains 60317 members 
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	Iteration 96Q: 3 clusters Score -6328925 nChanged 10
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Mstep: Class 1 contains 60327 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6328921 nChanged 8
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Mstep: Class 1 contains 60333 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6328922 nChanged 8
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Mstep: Class 1 contains 60341 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6328924 nChanged 5
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Mstep: Class 1 contains 60346 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6328922 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60351 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6328912 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60356 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6328917 nChanged 5
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Mstep: Class 1 contains 60359 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6328913 nChanged 7
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Mstep: Class 1 contains 60366 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6328910 nChanged 9
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Mstep: Class 1 contains 60375 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6328918 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60385 members 
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	Iteration 106Q: 3 clusters Score -6328924 nChanged 13
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Mstep: Class 1 contains 60398 members 
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	Iteration 107Q: 3 clusters Score -6328923 nChanged 13
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	Iteration 108Q: 3 clusters Score -6328921 nChanged 15
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Mstep: Class 1 contains 60426 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6328918 nChanged 7
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	Iteration 110Q: 3 clusters Score -6328926 nChanged 10
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Mstep: Class 1 contains 60443 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6328932 nChanged 17
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Mstep: Class 1 contains 60460 members 
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	Iteration 112Q: 3 clusters Score -6328926 nChanged 6
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	Iteration 113Q: 3 clusters Score -6328927 nChanged 6
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6328934 nChanged 5
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	Iteration 115Q: 3 clusters Score -6328931 nChanged 9
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	Iteration 116Q: 3 clusters Score -6328924 nChanged 7
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	Iteration 117Q: 3 clusters Score -6328926 nChanged 9
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	Iteration 118Q: 3 clusters Score -6328924 nChanged 8
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	Iteration 119Q: 3 clusters Score -6328936 nChanged 10
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	Iteration 120F: 3 clusters Score -6328926 nChanged 15
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	Iteration 121Q: 3 clusters Score -6328931 nChanged 18
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	Iteration 122Q: 3 clusters Score -6328934 nChanged 20
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	Iteration 123Q: 3 clusters Score -6328942 nChanged 15
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	Iteration 124Q: 3 clusters Score -6328944 nChanged 15
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	Iteration 125Q: 3 clusters Score -6328951 nChanged 12
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	Iteration 126Q: 3 clusters Score -6328950 nChanged 14
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	Iteration 127Q: 3 clusters Score -6328957 nChanged 13
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	Iteration 128Q: 3 clusters Score -6328964 nChanged 20
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	Iteration 129Q: 3 clusters Score -6328989 nChanged 22
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	Iteration 130Q: 3 clusters Score -6328963 nChanged 20
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	Iteration 131Q: 3 clusters Score -6328962 nChanged 30
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	Iteration 132Q: 3 clusters Score -6328951 nChanged 24
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	Iteration 133Q: 3 clusters Score -6328964 nChanged 26
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	Iteration 134Q: 3 clusters Score -6328954 nChanged 18
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6328956 nChanged 8
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Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -6328957.500000 Penalty: 5499.353027
	Iteration 136Q: 3 clusters Score -6328958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -6328954.000000 Penalty: 5499.353027
	Iteration 137Q: 3 clusters Score -6328954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -6328961.500000 Penalty: 5499.353027
	Iteration 138Q: 3 clusters Score -6328962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -6328962.000000 Penalty: 5499.353027
	Iteration 139Q: 3 clusters Score -6328962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -6328965.000000 Penalty: 5499.353027
	Iteration 140F: 3 clusters Score -6328965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60857 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -6328961.000000 Penalty: 5499.353027
	Iteration 141Q: 3 clusters Score -6328961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -6328950.000000 Penalty: 5499.353027
	Iteration 142Q: 3 clusters Score -6328950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -6328942.500000 Penalty: 5499.353027
	Iteration 143Q: 3 clusters Score -6328942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60902 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -6328941.500000 Penalty: 5499.353027
	Iteration 144Q: 3 clusters Score -6328942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60915 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -6328958.000000 Penalty: 5499.353027
	Iteration 145Q: 3 clusters Score -6328958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60921 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -6328953.000000 Penalty: 5499.353027
	Iteration 146Q: 3 clusters Score -6328953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -6328964.000000 Penalty: 5499.353027
	Iteration 147Q: 3 clusters Score -6328964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60941 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -6328969.500000 Penalty: 5499.353027
	Iteration 148Q: 3 clusters Score -6328970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -6328976.500000 Penalty: 5499.353027
	Iteration 149Q: 3 clusters Score -6328976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -6328971.000000 Penalty: 5499.353027
	Iteration 150Q: 3 clusters Score -6328971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60952 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -6328973.500000 Penalty: 5499.353027
	Iteration 151Q: 3 clusters Score -6328974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -6328976.000000 Penalty: 5499.353027
	Iteration 152Q: 3 clusters Score -6328976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -6328967.000000 Penalty: 5499.353027
	Iteration 153Q: 3 clusters Score -6328967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -6328965.000000 Penalty: 5499.353027
	Iteration 154Q: 3 clusters Score -6328965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -6328968.000000 Penalty: 5499.353027
	Iteration 155Q: 3 clusters Score -6328968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -6328969.500000 Penalty: 5499.353027
	Iteration 156Q: 3 clusters Score -6328970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -6328974.000000 Penalty: 5499.353027
	Iteration 157Q: 3 clusters Score -6328974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -6328973.500000 Penalty: 5499.353027
	Iteration 158Q: 3 clusters Score -6328974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60974 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -6328974.500000 Penalty: 5499.353027
	Iteration 159Q: 3 clusters Score -6328974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -6328972.000000 Penalty: 5499.353027
	Iteration 160F: 3 clusters Score -6328972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -6328974.000000 Penalty: 5499.353027
	Iteration 161Q: 3 clusters Score -6328974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -6328975.500000 Penalty: 5499.353027
	Iteration 162Q: 3 clusters Score -6328976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -6328975.000000 Penalty: 5499.353027
	Iteration 163Q: 3 clusters Score -6328975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61016 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -6328971.000000 Penalty: 5499.353027
	Iteration 164Q: 3 clusters Score -6328971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -6328983.000000 Penalty: 5499.353027
	Iteration 165Q: 3 clusters Score -6328983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -6328981.500000 Penalty: 5499.353027
	Iteration 166Q: 3 clusters Score -6328982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -6328979.500000 Penalty: 5499.353027
	Iteration 167Q: 3 clusters Score -6328980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -6328991.000000 Penalty: 5499.353027
	Iteration 168Q: 3 clusters Score -6328991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -6328995.000000 Penalty: 5499.353027
	Iteration 169Q: 3 clusters Score -6328995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -6329003.500000 Penalty: 5499.353027
	Iteration 170Q: 3 clusters Score -6329004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -6329005.000000 Penalty: 5499.353027
	Iteration 171Q: 3 clusters Score -6329005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -6329004.500000 Penalty: 5499.353027
	Iteration 172Q: 3 clusters Score -6329004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -6329003.500000 Penalty: 5499.353027
	Iteration 173Q: 3 clusters Score -6329004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -6329003.500000 Penalty: 5499.353027
	Iteration 174F: 3 clusters Score -6329004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Entering Unmasked Estep 
Score: -2085458.750000 Penalty: 2484.579834
	Iteration 0F: 2 clusters Score -2085459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2069858.750000 Penalty: 4969.159668
	Iteration 0F: 3 clusters Score -2069859 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2075146.000000 Penalty: 4969.159668
	Iteration 1F: 3 clusters Score -2075146 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2075624.375000 Penalty: 4969.159668
	Iteration 2F: 3 clusters Score -2075624 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2076046.875000 Penalty: 4969.159668
	Iteration 3Q: 3 clusters Score -2076047 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2076456.000000 Penalty: 4969.159668
	Iteration 4Q: 3 clusters Score -2076456 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2076869.750000 Penalty: 4969.159668
	Iteration 5Q: 3 clusters Score -2076870 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2077273.125000 Penalty: 4969.159668
	Iteration 6Q: 3 clusters Score -2077273 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2077651.625000 Penalty: 4969.159668
	Iteration 7Q: 3 clusters Score -2077652 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2078015.000000 Penalty: 4969.159668
	Iteration 8Q: 3 clusters Score -2078015 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2078455.625000 Penalty: 4969.159668
	Iteration 9Q: 3 clusters Score -2078456 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2078934.625000 Penalty: 4969.159668
	Iteration 10Q: 3 clusters Score -2078935 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2079455.750000 Penalty: 4969.159668
	Iteration 11Q: 3 clusters Score -2079456 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2079867.875000 Penalty: 4969.159668
	Iteration 12Q: 3 clusters Score -2079868 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2080146.125000 Penalty: 4969.159668
	Iteration 13Q: 3 clusters Score -2080146 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2080335.375000 Penalty: 4969.159668
	Iteration 14Q: 3 clusters Score -2080335 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2080439.000000 Penalty: 4969.159668
	Iteration 15Q: 3 clusters Score -2080439 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2080506.750000 Penalty: 4969.159668
	Iteration 16Q: 3 clusters Score -2080507 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2080556.000000 Penalty: 4969.159668
	Iteration 17Q: 3 clusters Score -2080556 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2080597.625000 Penalty: 4969.159668
	Iteration 18Q: 3 clusters Score -2080598 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2080631.125000 Penalty: 4969.159668
	Iteration 19Q: 3 clusters Score -2080631 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2080648.125000 Penalty: 4969.159668
	Iteration 20F: 3 clusters Score -2080648 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2080669.625000 Penalty: 4969.159668
	Iteration 21Q: 3 clusters Score -2080670 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2080689.750000 Penalty: 4969.159668
	Iteration 22Q: 3 clusters Score -2080690 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2080716.000000 Penalty: 4969.159668
	Iteration 23Q: 3 clusters Score -2080716 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2080731.875000 Penalty: 4969.159668
	Iteration 24Q: 3 clusters Score -2080732 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2080745.000000 Penalty: 4969.159668
	Iteration 25Q: 3 clusters Score -2080745 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2080770.750000 Penalty: 4969.159668
	Iteration 26Q: 3 clusters Score -2080771 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2080785.250000 Penalty: 4969.159668
	Iteration 27Q: 3 clusters Score -2080785 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2080803.000000 Penalty: 4969.159668
	Iteration 28Q: 3 clusters Score -2080803 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2080824.750000 Penalty: 4969.159668
	Iteration 29Q: 3 clusters Score -2080825 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2080828.500000 Penalty: 4969.159668
	Iteration 30Q: 3 clusters Score -2080828 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2080849.500000 Penalty: 4969.159668
	Iteration 31Q: 3 clusters Score -2080850 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2080868.625000 Penalty: 4969.159668
	Iteration 32Q: 3 clusters Score -2080869 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2080887.875000 Penalty: 4969.159668
	Iteration 33Q: 3 clusters Score -2080888 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2080912.125000 Penalty: 4969.159668
	Iteration 34Q: 3 clusters Score -2080912 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2080934.000000 Penalty: 4969.159668
	Iteration 35Q: 3 clusters Score -2080934 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2080950.500000 Penalty: 4969.159668
	Iteration 36Q: 3 clusters Score -2080950 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2080967.250000 Penalty: 4969.159668
	Iteration 37Q: 3 clusters Score -2080967 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2080988.375000 Penalty: 4969.159668
	Iteration 38Q: 3 clusters Score -2080988 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2081017.125000 Penalty: 4969.159668
	Iteration 39Q: 3 clusters Score -2081017 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2081023.625000 Penalty: 4969.159668
	Iteration 40F: 3 clusters Score -2081024 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2081047.625000 Penalty: 4969.159668
	Iteration 41Q: 3 clusters Score -2081048 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2081070.125000 Penalty: 4969.159668
	Iteration 42Q: 3 clusters Score -2081070 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2081092.500000 Penalty: 4969.159668
	Iteration 43Q: 3 clusters Score -2081092 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2081115.375000 Penalty: 4969.159668
	Iteration 44Q: 3 clusters Score -2081115 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2081136.250000 Penalty: 4969.159668
	Iteration 45Q: 3 clusters Score -2081136 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2081162.250000 Penalty: 4969.159668
	Iteration 46Q: 3 clusters Score -2081162 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2081191.375000 Penalty: 4969.159668
	Iteration 47Q: 3 clusters Score -2081191 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2081203.125000 Penalty: 4969.159668
	Iteration 48Q: 3 clusters Score -2081203 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2081233.500000 Penalty: 4969.159668
	Iteration 49Q: 3 clusters Score -2081234 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2081246.000000 Penalty: 4969.159668
	Iteration 50Q: 3 clusters Score -2081246 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2081267.375000 Penalty: 4969.159668
	Iteration 51Q: 3 clusters Score -2081267 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2081297.500000 Penalty: 4969.159668
	Iteration 52Q: 3 clusters Score -2081298 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2081334 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2081351 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2081396.375000 Penalty: 4969.159668
	Iteration 55Q: 3 clusters Score -2081396 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2081431.000000 Penalty: 4969.159668
	Iteration 56Q: 3 clusters Score -2081431 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2081466 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2081493.000000 Penalty: 4969.159668
	Iteration 58Q: 3 clusters Score -2081493 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2081529.000000 Penalty: 4969.159668
	Iteration 59Q: 3 clusters Score -2081529 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2081571.125000 Penalty: 4969.159668
	Iteration 60F: 3 clusters Score -2081571 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2081609.875000 Penalty: 4969.159668
	Iteration 61Q: 3 clusters Score -2081610 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2081652.375000 Penalty: 4969.159668
	Iteration 62Q: 3 clusters Score -2081652 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2081683.250000 Penalty: 4969.159668
	Iteration 63Q: 3 clusters Score -2081683 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2081694.125000 Penalty: 4969.159668
	Iteration 64Q: 3 clusters Score -2081694 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2081719.125000 Penalty: 4969.159668
	Iteration 65Q: 3 clusters Score -2081719 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2081748.250000 Penalty: 4969.159668
	Iteration 66Q: 3 clusters Score -2081748 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2081764 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2081790.500000 Penalty: 4969.159668
	Iteration 68Q: 3 clusters Score -2081790 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2081830.625000 Penalty: 4969.159668
	Iteration 69Q: 3 clusters Score -2081831 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2081855.500000 Penalty: 4969.159668
	Iteration 70Q: 3 clusters Score -2081856 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2081898.375000 Penalty: 4969.159668
	Iteration 71Q: 3 clusters Score -2081898 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2081933.125000 Penalty: 4969.159668
	Iteration 72Q: 3 clusters Score -2081933 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2081971.500000 Penalty: 4969.159668
	Iteration 73Q: 3 clusters Score -2081972 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2082033.250000 Penalty: 4969.159668
	Iteration 74Q: 3 clusters Score -2082033 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2082077 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2082132 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2082213 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2082291 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2082375 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2082471.750000 Penalty: 4969.159668
	Iteration 80F: 3 clusters Score -2082472 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2082582 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2082730.875000 Penalty: 4969.159668
	Iteration 82Q: 3 clusters Score -2082731 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2082889.000000 Penalty: 4969.159668
	Iteration 83Q: 3 clusters Score -2082889 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2083062.000000 Penalty: 4969.159668
	Iteration 84Q: 3 clusters Score -2083062 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2083205.500000 Penalty: 4969.159668
	Iteration 85Q: 3 clusters Score -2083206 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2083308.500000 Penalty: 4969.159668
	Iteration 86Q: 3 clusters Score -2083308 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2083395.625000 Penalty: 4969.159668
	Iteration 87Q: 3 clusters Score -2083396 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2083467.000000 Penalty: 4969.159668
	Iteration 88Q: 3 clusters Score -2083467 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2083528.000000 Penalty: 4969.159668
	Iteration 89Q: 3 clusters Score -2083528 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2083573.125000 Penalty: 4969.159668
	Iteration 90Q: 3 clusters Score -2083573 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2083621.375000 Penalty: 4969.159668
	Iteration 91Q: 3 clusters Score -2083621 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2083653.875000 Penalty: 4969.159668
	Iteration 92Q: 3 clusters Score -2083654 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2083672.250000 Penalty: 4969.159668
	Iteration 93Q: 3 clusters Score -2083672 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2083695.375000 Penalty: 4969.159668
	Iteration 94Q: 3 clusters Score -2083695 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2083723.125000 Penalty: 4969.159668
	Iteration 95Q: 3 clusters Score -2083723 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2083733.625000 Penalty: 4969.159668
	Iteration 96Q: 3 clusters Score -2083734 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2083753.250000 Penalty: 4969.159668
	Iteration 97Q: 3 clusters Score -2083753 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2083752.250000 Penalty: 4969.159668
	Iteration 98Q: 3 clusters Score -2083752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2083760.375000 Penalty: 4969.159668
	Iteration 99Q: 3 clusters Score -2083760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2083755.000000 Penalty: 4969.159668
	Iteration 100F: 3 clusters Score -2083755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2083756.500000 Penalty: 4969.159668
	Iteration 101Q: 3 clusters Score -2083756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2083762.750000 Penalty: 4969.159668
	Iteration 102Q: 3 clusters Score -2083763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2083762.625000 Penalty: 4969.159668
	Iteration 103Q: 3 clusters Score -2083763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2083765.500000 Penalty: 4969.159668
	Iteration 104Q: 3 clusters Score -2083766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2083767.500000 Penalty: 4969.159668
	Iteration 105Q: 3 clusters Score -2083768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2083767.000000 Penalty: 4969.159668
	Iteration 106Q: 3 clusters Score -2083767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2083769.500000 Penalty: 4969.159668
	Iteration 107Q: 3 clusters Score -2083770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2083771.000000 Penalty: 4969.159668
	Iteration 108Q: 3 clusters Score -2083771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2083772.500000 Penalty: 4969.159668
	Iteration 109Q: 3 clusters Score -2083772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2083772.125000 Penalty: 4969.159668
	Iteration 110Q: 3 clusters Score -2083772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2083769.750000 Penalty: 4969.159668
	Iteration 111Q: 3 clusters Score -2083770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2083765.375000 Penalty: 4969.159668
	Iteration 112Q: 3 clusters Score -2083765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2083768.000000 Penalty: 4969.159668
	Iteration 113Q: 3 clusters Score -2083768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2083768.625000 Penalty: 4969.159668
	Iteration 114Q: 3 clusters Score -2083769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2083769.000000 Penalty: 4969.159668
	Iteration 115Q: 3 clusters Score -2083769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2083770.750000 Penalty: 4969.159668
	Iteration 116Q: 3 clusters Score -2083771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2083768.125000 Penalty: 4969.159668
	Iteration 117Q: 3 clusters Score -2083768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2083769.250000 Penalty: 4969.159668
	Iteration 118Q: 3 clusters Score -2083769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2083768.625000 Penalty: 4969.159668
	Iteration 119Q: 3 clusters Score -2083769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2083769.125000 Penalty: 4969.159668
	Iteration 120F: 3 clusters Score -2083769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2083770.375000 Penalty: 4969.159668
	Iteration 121Q: 3 clusters Score -2083770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2083769.875000 Penalty: 4969.159668
	Iteration 122Q: 3 clusters Score -2083770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2083774.375000 Penalty: 4969.159668
	Iteration 123Q: 3 clusters Score -2083774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2083773.750000 Penalty: 4969.159668
	Iteration 124Q: 3 clusters Score -2083774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2083771.750000 Penalty: 4969.159668
	Iteration 125Q: 3 clusters Score -2083772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2083773.625000 Penalty: 4969.159668
	Iteration 126Q: 3 clusters Score -2083774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2083772.625000 Penalty: 4969.159668
	Iteration 127Q: 3 clusters Score -2083773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2083770.625000 Penalty: 4969.159668
	Iteration 128Q: 3 clusters Score -2083771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2083771.125000 Penalty: 4969.159668
	Iteration 129Q: 3 clusters Score -2083771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2083772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2083771.625000 Penalty: 4969.159668
	Iteration 131F: 3 clusters Score -2083772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8644 members 
Entering Unmasked Estep 
Score: -844251.062500 Penalty: 2248.025879
	Iteration 0F: 2 clusters Score -844251.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -837438.125000 Penalty: 4496.051758
	Iteration 0F: 3 clusters Score -837438.1 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -839308.562500 Penalty: 4496.051758
	Iteration 1F: 3 clusters Score -839308.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -839588.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -839794.187500 Penalty: 4496.051758
	Iteration 3F: 3 clusters Score -839794.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -839943.312500 Penalty: 4496.051758
	Iteration 4Q: 3 clusters Score -839943.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -840076.125000 Penalty: 4496.051758
	Iteration 5Q: 3 clusters Score -840076.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -840211.000000 Penalty: 4496.051758
	Iteration 6Q: 3 clusters Score -840211 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -840339.312500 Penalty: 4496.051758
	Iteration 7Q: 3 clusters Score -840339.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -840462.562500 Penalty: 4496.051758
	Iteration 8Q: 3 clusters Score -840462.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -840599.812500 Penalty: 4496.051758
	Iteration 9Q: 3 clusters Score -840599.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -840751.312500 Penalty: 4496.051758
	Iteration 10Q: 3 clusters Score -840751.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -840918.375000 Penalty: 4496.051758
	Iteration 11Q: 3 clusters Score -840918.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -841091.125000 Penalty: 4496.051758
	Iteration 12Q: 3 clusters Score -841091.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -841270.812500 Penalty: 4496.051758
	Iteration 13Q: 3 clusters Score -841270.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -841455.812500 Penalty: 4496.051758
	Iteration 14Q: 3 clusters Score -841455.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -841583.562500 Penalty: 4496.051758
	Iteration 15Q: 3 clusters Score -841583.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -841698.500000 Penalty: 4496.051758
	Iteration 16Q: 3 clusters Score -841698.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -841790.187500 Penalty: 4496.051758
	Iteration 17Q: 3 clusters Score -841790.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -841874.000000 Penalty: 4496.051758
	Iteration 18Q: 3 clusters Score -841874 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -841936.750000 Penalty: 4496.051758
	Iteration 19Q: 3 clusters Score -841936.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -842001.187500 Penalty: 4496.051758
	Iteration 20F: 3 clusters Score -842001.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -842063.187500 Penalty: 4496.051758
	Iteration 21Q: 3 clusters Score -842063.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -842098.437500 Penalty: 4496.051758
	Iteration 22Q: 3 clusters Score -842098.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -842132.062500 Penalty: 4496.051758
	Iteration 23Q: 3 clusters Score -842132.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -842152.687500 Penalty: 4496.051758
	Iteration 24Q: 3 clusters Score -842152.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -842178.500000 Penalty: 4496.051758
	Iteration 25Q: 3 clusters Score -842178.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -842200.500000 Penalty: 4496.051758
	Iteration 26Q: 3 clusters Score -842200.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -842217.875000 Penalty: 4496.051758
	Iteration 27Q: 3 clusters Score -842217.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -842238.312500 Penalty: 4496.051758
	Iteration 28Q: 3 clusters Score -842238.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -842253.750000 Penalty: 4496.051758
	Iteration 29Q: 3 clusters Score -842253.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -842267.312500 Penalty: 4496.051758
	Iteration 30Q: 3 clusters Score -842267.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -842280.875000 Penalty: 4496.051758
	Iteration 31Q: 3 clusters Score -842280.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -842293.437500 Penalty: 4496.051758
	Iteration 32Q: 3 clusters Score -842293.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -842300.375000 Penalty: 4496.051758
	Iteration 33Q: 3 clusters Score -842300.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -842306.125000 Penalty: 4496.051758
	Iteration 34Q: 3 clusters Score -842306.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -842317.062500 Penalty: 4496.051758
	Iteration 35Q: 3 clusters Score -842317.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -842324.375000 Penalty: 4496.051758
	Iteration 36Q: 3 clusters Score -842324.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -842327.562500 Penalty: 4496.051758
	Iteration 37Q: 3 clusters Score -842327.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -842331.937500 Penalty: 4496.051758
	Iteration 38Q: 3 clusters Score -842331.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -842333.875000 Penalty: 4496.051758
	Iteration 39Q: 3 clusters Score -842333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -842337.312500 Penalty: 4496.051758
	Iteration 40F: 3 clusters Score -842337.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -842338.875000 Penalty: 4496.051758
	Iteration 41Q: 3 clusters Score -842338.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -842340.625000 Penalty: 4496.051758
	Iteration 42Q: 3 clusters Score -842340.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -842342.125000 Penalty: 4496.051758
	Iteration 43Q: 3 clusters Score -842342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -842345.312500 Penalty: 4496.051758
	Iteration 44Q: 3 clusters Score -842345.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -842348.125000 Penalty: 4496.051758
	Iteration 45Q: 3 clusters Score -842348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -842349.625000 Penalty: 4496.051758
	Iteration 46Q: 3 clusters Score -842349.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -842349.625000 Penalty: 4496.051758
	Iteration 47F: 3 clusters Score -842349.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (219360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219360 members 
Entering Unmasked Estep 
Score: -21467084.000000 Penalty: 3050.020508
	Iteration 0F: 2 clusters Score -2.146708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109970 members 
Mstep: Class 2 contains 109390 members 
Entering Unmasked Estep 
Score: -21322378.000000 Penalty: 6100.041016
	Iteration 0F: 3 clusters Score -2.132238e+07 nChanged 105709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113855 members 
Mstep: Class 2 contains 105505 members 
Entering Unmasked Estep 
Score: -21384184.000000 Penalty: 6100.041016
	Iteration 1F: 3 clusters Score -2.138418e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116304 members 
Mstep: Class 2 contains 103056 members 
Entering Unmasked Estep 
Score: -21385126.000000 Penalty: 6100.041016
	Iteration 2Q: 3 clusters Score -2.138513e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120168 members 
Mstep: Class 2 contains 99192 members 
Entering Unmasked Estep 
Score: -21386356.000000 Penalty: 6100.041016
	Iteration 3Q: 3 clusters Score -2.138636e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126205 members 
Mstep: Class 2 contains 93155 members 
Entering Unmasked Estep 
Score: -21388776.000000 Penalty: 6100.041016
	Iteration 4Q: 3 clusters Score -2.138878e+07 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135447 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -21393296.000000 Penalty: 6100.041016
	Iteration 5Q: 3 clusters Score -2.13933e+07 nChanged 13883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149140 members 
Mstep: Class 2 contains 70220 members 
Entering Unmasked Estep 
Score: -21401652.000000 Penalty: 6100.041016
	Iteration 6F: 3 clusters Score -2.140165e+07 nChanged 18727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167791 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -21416476.000000 Penalty: 6100.041016
	Iteration 7F: 3 clusters Score -2.141648e+07 nChanged 20973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188756 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -21435634.000000 Penalty: 6100.041016
	Iteration 8F: 3 clusters Score -2.143563e+07 nChanged 16788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205536 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -21451856.000000 Penalty: 6100.041016
	Iteration 9F: 3 clusters Score -2.145186e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214229 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -21459918.000000 Penalty: 6100.041016
	Iteration 10Q: 3 clusters Score -2.145992e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217445 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -21462736.000000 Penalty: 6100.041016
	Iteration 11Q: 3 clusters Score -2.146274e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218495 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -21463736.000000 Penalty: 6100.041016
	Iteration 12Q: 3 clusters Score -2.146374e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218805 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -21464062.000000 Penalty: 6100.041016
	Iteration 13Q: 3 clusters Score -2.146406e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218909 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -21464292.000000 Penalty: 6100.041016
	Iteration 14Q: 3 clusters Score -2.146429e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218957 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21464382.000000 Penalty: 6100.041016
	Iteration 15Q: 3 clusters Score -2.146438e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218966 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -21464424.000000 Penalty: 6100.041016
	Iteration 16Q: 3 clusters Score -2.146442e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218975 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -21464452.000000 Penalty: 6100.041016
	Iteration 17Q: 3 clusters Score -2.146445e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218989 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -21464480.000000 Penalty: 6100.041016
	Iteration 18Q: 3 clusters Score -2.146448e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218994 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -21464480.000000 Penalty: 6100.041016
	Iteration 19Q: 3 clusters Score -2.146448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218996 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -21464472.000000 Penalty: 6100.041016
	Iteration 20F: 3 clusters Score -2.146447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218996 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -21464494.000000 Penalty: 6100.041016
	Iteration 21Q: 3 clusters Score -2.146449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218997 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -21464508.000000 Penalty: 6100.041016
	Iteration 22Q: 3 clusters Score -2.146451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218997 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -21464510.000000 Penalty: 6100.041016
	Iteration 23Q: 3 clusters Score -2.146451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218997 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -21464508.000000 Penalty: 6100.041016
	Iteration 24Q: 3 clusters Score -2.146451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218997 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -21464512.000000 Penalty: 6100.041016
	Iteration 25Q: 3 clusters Score -2.146451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218994 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -21464518.000000 Penalty: 6100.041016
	Iteration 26Q: 3 clusters Score -2.146452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218995 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -21464516.000000 Penalty: 6100.041016
	Iteration 27Q: 3 clusters Score -2.146452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218995 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -21464516.000000 Penalty: 6100.041016
	Iteration 28F: 3 clusters Score -2.146452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Entering Unmasked Estep 
Score: -795537.312500 Penalty: 2247.192627
	Iteration 0F: 2 clusters Score -795537.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -788741.750000 Penalty: 4494.385254
	Iteration 0F: 3 clusters Score -788741.8 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -790771.312500 Penalty: 4494.385254
	Iteration 1F: 3 clusters Score -790771.3 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -791244.687500 Penalty: 4494.385254
	Iteration 2F: 3 clusters Score -791244.7 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -791663.187500 Penalty: 4494.385254
	Iteration 3F: 3 clusters Score -791663.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -792062.875000 Penalty: 4494.385254
	Iteration 4F: 3 clusters Score -792062.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -792413.562500 Penalty: 4494.385254
	Iteration 5F: 3 clusters Score -792413.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -792674.375000 Penalty: 4494.385254
	Iteration 6Q: 3 clusters Score -792674.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -792907.250000 Penalty: 4494.385254
	Iteration 7Q: 3 clusters Score -792907.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -793098.250000 Penalty: 4494.385254
	Iteration 8Q: 3 clusters Score -793098.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -793265.625000 Penalty: 4494.385254
	Iteration 9Q: 3 clusters Score -793265.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -793381.562500 Penalty: 4494.385254
	Iteration 10Q: 3 clusters Score -793381.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -793477.625000 Penalty: 4494.385254
	Iteration 11Q: 3 clusters Score -793477.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -793551.375000 Penalty: 4494.385254
	Iteration 12Q: 3 clusters Score -793551.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -793596.875000 Penalty: 4494.385254
	Iteration 13Q: 3 clusters Score -793596.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -793633.875000 Penalty: 4494.385254
	Iteration 14Q: 3 clusters Score -793633.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -793664.125000 Penalty: 4494.385254
	Iteration 15Q: 3 clusters Score -793664.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -793691.250000 Penalty: 4494.385254
	Iteration 16Q: 3 clusters Score -793691.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -793710.625000 Penalty: 4494.385254
	Iteration 17Q: 3 clusters Score -793710.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -793723.125000 Penalty: 4494.385254
	Iteration 18Q: 3 clusters Score -793723.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -793742.000000 Penalty: 4494.385254
	Iteration 19Q: 3 clusters Score -793742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -793758.687500 Penalty: 4494.385254
	Iteration 20F: 3 clusters Score -793758.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -793770.375000 Penalty: 4494.385254
	Iteration 21Q: 3 clusters Score -793770.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -793779.562500 Penalty: 4494.385254
	Iteration 22Q: 3 clusters Score -793779.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -793790.937500 Penalty: 4494.385254
	Iteration 23Q: 3 clusters Score -793790.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -793801.937500 Penalty: 4494.385254
	Iteration 24Q: 3 clusters Score -793801.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -793817.375000 Penalty: 4494.385254
	Iteration 25Q: 3 clusters Score -793817.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -793827.000000 Penalty: 4494.385254
	Iteration 26Q: 3 clusters Score -793827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -793834.625000 Penalty: 4494.385254
	Iteration 27Q: 3 clusters Score -793834.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -793842.375000 Penalty: 4494.385254
	Iteration 28Q: 3 clusters Score -793842.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -793853.312500 Penalty: 4494.385254
	Iteration 29Q: 3 clusters Score -793853.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -793861.250000 Penalty: 4494.385254
	Iteration 30Q: 3 clusters Score -793861.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -793866.375000 Penalty: 4494.385254
	Iteration 31Q: 3 clusters Score -793866.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -793869.125000 Penalty: 4494.385254
	Iteration 32Q: 3 clusters Score -793869.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -793877.125000 Penalty: 4494.385254
	Iteration 33Q: 3 clusters Score -793877.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -793880.062500 Penalty: 4494.385254
	Iteration 34Q: 3 clusters Score -793880.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -793885.187500 Penalty: 4494.385254
	Iteration 35Q: 3 clusters Score -793885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -793886.375000 Penalty: 4494.385254
	Iteration 36Q: 3 clusters Score -793886.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -793890.125000 Penalty: 4494.385254
	Iteration 37Q: 3 clusters Score -793890.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -793894.625000 Penalty: 4494.385254
	Iteration 38Q: 3 clusters Score -793894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -793896.125000 Penalty: 4494.385254
	Iteration 39Q: 3 clusters Score -793896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -793897.500000 Penalty: 4494.385254
	Iteration 40F: 3 clusters Score -793897.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -793898.937500 Penalty: 4494.385254
	Iteration 41Q: 3 clusters Score -793898.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -793904.937500 Penalty: 4494.385254
	Iteration 42Q: 3 clusters Score -793904.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -793906.187500 Penalty: 4494.385254
	Iteration 43Q: 3 clusters Score -793906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -793905.937500 Penalty: 4494.385254
	Iteration 44Q: 3 clusters Score -793905.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -793906.875000 Penalty: 4494.385254
	Iteration 45Q: 3 clusters Score -793906.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -793910.687500 Penalty: 4494.385254
	Iteration 46Q: 3 clusters Score -793910.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -793916.312500 Penalty: 4494.385254
	Iteration 47Q: 3 clusters Score -793916.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -793921.125000 Penalty: 4494.385254
	Iteration 48Q: 3 clusters Score -793921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -793925.687500 Penalty: 4494.385254
	Iteration 49Q: 3 clusters Score -793925.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -793926.562500 Penalty: 4494.385254
	Iteration 50Q: 3 clusters Score -793926.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -793927.937500 Penalty: 4494.385254
	Iteration 51Q: 3 clusters Score -793927.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -793928.500000 Penalty: 4494.385254
	Iteration 52Q: 3 clusters Score -793928.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -793928.687500 Penalty: 4494.385254
	Iteration 53Q: 3 clusters Score -793928.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -793928.687500 Penalty: 4494.385254
	Iteration 54F: 3 clusters Score -793928.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Entering Unmasked Estep 
Score: -902045.937500 Penalty: 2272.953125
	Iteration 0F: 2 clusters Score -902045.9 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 4815 members 
Entering Unmasked Estep 
Score: -894622.437500 Penalty: 4545.906250
	Iteration 0F: 3 clusters Score -894622.4 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -896837.625000 Penalty: 4545.906250
	Iteration 1F: 3 clusters Score -896837.6 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -897152.562500 Penalty: 4545.906250
	Iteration 2F: 3 clusters Score -897152.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -897370.562500 Penalty: 4545.906250
	Iteration 3Q: 3 clusters Score -897370.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -897563.250000 Penalty: 4545.906250
	Iteration 4Q: 3 clusters Score -897563.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -897765.250000 Penalty: 4545.906250
	Iteration 5Q: 3 clusters Score -897765.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -897992.875000 Penalty: 4545.906250
	Iteration 6Q: 3 clusters Score -897992.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -898279.562500 Penalty: 4545.906250
	Iteration 7Q: 3 clusters Score -898279.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -898591.250000 Penalty: 4545.906250
	Iteration 8Q: 3 clusters Score -898591.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -898864.187500 Penalty: 4545.906250
	Iteration 9Q: 3 clusters Score -898864.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -899136.250000 Penalty: 4545.906250
	Iteration 10Q: 3 clusters Score -899136.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -899390.250000 Penalty: 4545.906250
	Iteration 11Q: 3 clusters Score -899390.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -899638.937500 Penalty: 4545.906250
	Iteration 12Q: 3 clusters Score -899638.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -899899.875000 Penalty: 4545.906250
	Iteration 13Q: 3 clusters Score -899899.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -900109.187500 Penalty: 4545.906250
	Iteration 14Q: 3 clusters Score -900109.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -900247.250000 Penalty: 4545.906250
	Iteration 15Q: 3 clusters Score -900247.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -900349.000000 Penalty: 4545.906250
	Iteration 16Q: 3 clusters Score -900349 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -900436.312500 Penalty: 4545.906250
	Iteration 17Q: 3 clusters Score -900436.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -900489.750000 Penalty: 4545.906250
	Iteration 18Q: 3 clusters Score -900489.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -900543.625000 Penalty: 4545.906250
	Iteration 19Q: 3 clusters Score -900543.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -900582.625000 Penalty: 4545.906250
	Iteration 20F: 3 clusters Score -900582.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -900606.125000 Penalty: 4545.906250
	Iteration 21Q: 3 clusters Score -900606.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -900617.750000 Penalty: 4545.906250
	Iteration 22Q: 3 clusters Score -900617.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -900622.937500 Penalty: 4545.906250
	Iteration 23Q: 3 clusters Score -900622.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -900631.250000 Penalty: 4545.906250
	Iteration 24Q: 3 clusters Score -900631.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -900634.750000 Penalty: 4545.906250
	Iteration 25Q: 3 clusters Score -900634.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -900638.187500 Penalty: 4545.906250
	Iteration 26Q: 3 clusters Score -900638.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -900641.375000 Penalty: 4545.906250
	Iteration 27Q: 3 clusters Score -900641.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -900641.250000 Penalty: 4545.906250
	Iteration 28Q: 3 clusters Score -900641.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -900644.312500 Penalty: 4545.906250
	Iteration 29Q: 3 clusters Score -900644.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -900645.125000 Penalty: 4545.906250
	Iteration 30Q: 3 clusters Score -900645.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -900646.562500 Penalty: 4545.906250
	Iteration 31Q: 3 clusters Score -900646.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -900648.812500 Penalty: 4545.906250
	Iteration 32Q: 3 clusters Score -900648.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -900649.375000 Penalty: 4545.906250
	Iteration 33Q: 3 clusters Score -900649.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -900652.125000 Penalty: 4545.906250
	Iteration 34Q: 3 clusters Score -900652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -900651.562500 Penalty: 4545.906250
	Iteration 35Q: 3 clusters Score -900651.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -900649.312500 Penalty: 4545.906250
	Iteration 36Q: 3 clusters Score -900649.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -900653.562500 Penalty: 4545.906250
	Iteration 37Q: 3 clusters Score -900653.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -900653.562500 Penalty: 4545.906250
	Iteration 38Q: 3 clusters Score -900653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -900655.062500 Penalty: 4545.906250
	Iteration 39Q: 3 clusters Score -900655.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -900653.187500 Penalty: 4545.906250
	Iteration 40F: 3 clusters Score -900653.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -900654.250000 Penalty: 4545.906250
	Iteration 41Q: 3 clusters Score -900654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -900655.750000 Penalty: 4545.906250
	Iteration 42Q: 3 clusters Score -900655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -900655.750000 Penalty: 4545.906250
	Iteration 43F: 3 clusters Score -900655.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -177700.703125 Penalty: 1868.621216
	Iteration 0F: 2 clusters Score -177700.7 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 939 members 
Entering Unmasked Estep 
Score: -175160.406250 Penalty: 3737.242432
	Iteration 0F: 3 clusters Score -175160.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -175606.390625 Penalty: 3737.242432
	Iteration 1F: 3 clusters Score -175606.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -175704.250000 Penalty: 3737.242432
	Iteration 2F: 3 clusters Score -175704.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -175758.015625 Penalty: 3737.242432
	Iteration 3Q: 3 clusters Score -175758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -175802.359375 Penalty: 3737.242432
	Iteration 4Q: 3 clusters Score -175802.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -175848.359375 Penalty: 3737.242432
	Iteration 5Q: 3 clusters Score -175848.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -175876.296875 Penalty: 3737.242432
	Iteration 6Q: 3 clusters Score -175876.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -175892.781250 Penalty: 3737.242432
	Iteration 7Q: 3 clusters Score -175892.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -175904.640625 Penalty: 3737.242432
	Iteration 8Q: 3 clusters Score -175904.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -175912.218750 Penalty: 3737.242432
	Iteration 9Q: 3 clusters Score -175912.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -175917.125000 Penalty: 3737.242432
	Iteration 10Q: 3 clusters Score -175917.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -175922.906250 Penalty: 3737.242432
	Iteration 11Q: 3 clusters Score -175922.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -175929.734375 Penalty: 3737.242432
	Iteration 12Q: 3 clusters Score -175929.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -175933.406250 Penalty: 3737.242432
	Iteration 13Q: 3 clusters Score -175933.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -175936.656250 Penalty: 3737.242432
	Iteration 14Q: 3 clusters Score -175936.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -175937.375000 Penalty: 3737.242432
	Iteration 15Q: 3 clusters Score -175937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -175938.593750 Penalty: 3737.242432
	Iteration 16Q: 3 clusters Score -175938.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -175938.593750 Penalty: 3737.242432
	Iteration 17F: 3 clusters Score -175938.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Entering Unmasked Estep 
Score: -509473.281250 Penalty: 2132.312988
	Iteration 0F: 2 clusters Score -509473.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -504715.875000 Penalty: 4264.625977
	Iteration 0F: 3 clusters Score -504715.9 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -505894.718750 Penalty: 4264.625977
	Iteration 1F: 3 clusters Score -505894.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -506192.843750 Penalty: 4264.625977
	Iteration 2F: 3 clusters Score -506192.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -506431.000000 Penalty: 4264.625977
	Iteration 3F: 3 clusters Score -506431 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -506657.031250 Penalty: 4264.625977
	Iteration 4F: 3 clusters Score -506657 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -506896.406250 Penalty: 4264.625977
	Iteration 5F: 3 clusters Score -506896.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -507132.187500 Penalty: 4264.625977
	Iteration 6F: 3 clusters Score -507132.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -507343.093750 Penalty: 4264.625977
	Iteration 7Q: 3 clusters Score -507343.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -507558.687500 Penalty: 4264.625977
	Iteration 8Q: 3 clusters Score -507558.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -507763.093750 Penalty: 4264.625977
	Iteration 9Q: 3 clusters Score -507763.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -507935.625000 Penalty: 4264.625977
	Iteration 10Q: 3 clusters Score -507935.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -508089.437500 Penalty: 4264.625977
	Iteration 11Q: 3 clusters Score -508089.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -508258.500000 Penalty: 4264.625977
	Iteration 12Q: 3 clusters Score -508258.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -508418.093750 Penalty: 4264.625977
	Iteration 13Q: 3 clusters Score -508418.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -508528.437500 Penalty: 4264.625977
	Iteration 14Q: 3 clusters Score -508528.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -508644.968750 Penalty: 4264.625977
	Iteration 15Q: 3 clusters Score -508645 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -508732.343750 Penalty: 4264.625977
	Iteration 16Q: 3 clusters Score -508732.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -508787.750000 Penalty: 4264.625977
	Iteration 17Q: 3 clusters Score -508787.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -508832.250000 Penalty: 4264.625977
	Iteration 18Q: 3 clusters Score -508832.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -508856.281250 Penalty: 4264.625977
	Iteration 19Q: 3 clusters Score -508856.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -508871.812500 Penalty: 4264.625977
	Iteration 20F: 3 clusters Score -508871.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -508878.406250 Penalty: 4264.625977
	Iteration 21Q: 3 clusters Score -508878.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -508888.250000 Penalty: 4264.625977
	Iteration 22Q: 3 clusters Score -508888.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -508895.156250 Penalty: 4264.625977
	Iteration 23Q: 3 clusters Score -508895.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -508896.750000 Penalty: 4264.625977
	Iteration 24Q: 3 clusters Score -508896.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -508900.093750 Penalty: 4264.625977
	Iteration 25Q: 3 clusters Score -508900.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -508903.000000 Penalty: 4264.625977
	Iteration 26Q: 3 clusters Score -508903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -508903.625000 Penalty: 4264.625977
	Iteration 27Q: 3 clusters Score -508903.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -508903.531250 Penalty: 4264.625977
	Iteration 28Q: 3 clusters Score -508903.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -508903.843750 Penalty: 4264.625977
	Iteration 29Q: 3 clusters Score -508903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -508904.187500 Penalty: 4264.625977
	Iteration 30Q: 3 clusters Score -508904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -508904.687500 Penalty: 4264.625977
	Iteration 31Q: 3 clusters Score -508904.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -508904.812500 Penalty: 4264.625977
	Iteration 32Q: 3 clusters Score -508904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -508904.812500 Penalty: 4264.625977
	Iteration 33F: 3 clusters Score -508904.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Entering Unmasked Estep 
Score: -485198.312500 Penalty: 2122.657471
	Iteration 0F: 2 clusters Score -485198.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -480504.468750 Penalty: 4245.314941
	Iteration 0F: 3 clusters Score -480504.5 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -481798.968750 Penalty: 4245.314941
	Iteration 1F: 3 clusters Score -481799 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -482162.343750 Penalty: 4245.314941
	Iteration 2F: 3 clusters Score -482162.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -482430.375000 Penalty: 4245.314941
	Iteration 3F: 3 clusters Score -482430.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -482683.125000 Penalty: 4245.314941
	Iteration 4F: 3 clusters Score -482683.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -482898.812500 Penalty: 4245.314941
	Iteration 5Q: 3 clusters Score -482898.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -483081.281250 Penalty: 4245.314941
	Iteration 6Q: 3 clusters Score -483081.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -483243.875000 Penalty: 4245.314941
	Iteration 7Q: 3 clusters Score -483243.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -483357.250000 Penalty: 4245.314941
	Iteration 8Q: 3 clusters Score -483357.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -483451.906250 Penalty: 4245.314941
	Iteration 9Q: 3 clusters Score -483451.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -483546.375000 Penalty: 4245.314941
	Iteration 10Q: 3 clusters Score -483546.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -483617.343750 Penalty: 4245.314941
	Iteration 11Q: 3 clusters Score -483617.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -483667.531250 Penalty: 4245.314941
	Iteration 12Q: 3 clusters Score -483667.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -483717.531250 Penalty: 4245.314941
	Iteration 13Q: 3 clusters Score -483717.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -483752.156250 Penalty: 4245.314941
	Iteration 14Q: 3 clusters Score -483752.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -483784.968750 Penalty: 4245.314941
	Iteration 15Q: 3 clusters Score -483785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -483810.781250 Penalty: 4245.314941
	Iteration 16Q: 3 clusters Score -483810.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -483832.281250 Penalty: 4245.314941
	Iteration 17Q: 3 clusters Score -483832.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -483849.781250 Penalty: 4245.314941
	Iteration 18Q: 3 clusters Score -483849.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -483871.375000 Penalty: 4245.314941
	Iteration 19Q: 3 clusters Score -483871.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -483893.593750 Penalty: 4245.314941
	Iteration 20F: 3 clusters Score -483893.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -483911.843750 Penalty: 4245.314941
	Iteration 21Q: 3 clusters Score -483911.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -483921.968750 Penalty: 4245.314941
	Iteration 22Q: 3 clusters Score -483922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -483929.968750 Penalty: 4245.314941
	Iteration 23Q: 3 clusters Score -483930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -483934.812500 Penalty: 4245.314941
	Iteration 24Q: 3 clusters Score -483934.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -483941.218750 Penalty: 4245.314941
	Iteration 25Q: 3 clusters Score -483941.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -483947.375000 Penalty: 4245.314941
	Iteration 26Q: 3 clusters Score -483947.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -483954.781250 Penalty: 4245.314941
	Iteration 27Q: 3 clusters Score -483954.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -483957.125000 Penalty: 4245.314941
	Iteration 28Q: 3 clusters Score -483957.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -483957.812500 Penalty: 4245.314941
	Iteration 29Q: 3 clusters Score -483957.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -483957.812500 Penalty: 4245.314941
	Iteration 30F: 3 clusters Score -483957.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Entering Unmasked Estep 
Score: -1137248.625000 Penalty: 2333.052246
	Iteration 0F: 2 clusters Score -1137249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1128214.000000 Penalty: 4666.104492
	Iteration 0F: 3 clusters Score -1128214 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1131037.375000 Penalty: 4666.104492
	Iteration 1F: 3 clusters Score -1131037 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1131532.125000 Penalty: 4666.104492
	Iteration 2F: 3 clusters Score -1131532 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1131999.750000 Penalty: 4666.104492
	Iteration 3F: 3 clusters Score -1132000 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1132400.125000 Penalty: 4666.104492
	Iteration 4F: 3 clusters Score -1132400 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1132790.750000 Penalty: 4666.104492
	Iteration 5F: 3 clusters Score -1132791 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1133186.750000 Penalty: 4666.104492
	Iteration 6Q: 3 clusters Score -1133187 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1133615.000000 Penalty: 4666.104492
	Iteration 7Q: 3 clusters Score -1133615 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1134018.750000 Penalty: 4666.104492
	Iteration 8Q: 3 clusters Score -1134019 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1134366.125000 Penalty: 4666.104492
	Iteration 9Q: 3 clusters Score -1134366 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1134666.750000 Penalty: 4666.104492
	Iteration 10Q: 3 clusters Score -1134667 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1134909.125000 Penalty: 4666.104492
	Iteration 11Q: 3 clusters Score -1134909 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1135105.500000 Penalty: 4666.104492
	Iteration 12Q: 3 clusters Score -1135106 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1135290.875000 Penalty: 4666.104492
	Iteration 13Q: 3 clusters Score -1135291 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1135458.750000 Penalty: 4666.104492
	Iteration 14Q: 3 clusters Score -1135459 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1135611.125000 Penalty: 4666.104492
	Iteration 15Q: 3 clusters Score -1135611 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1135769.875000 Penalty: 4666.104492
	Iteration 16Q: 3 clusters Score -1135770 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1135905.750000 Penalty: 4666.104492
	Iteration 17Q: 3 clusters Score -1135906 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1136016.125000 Penalty: 4666.104492
	Iteration 18Q: 3 clusters Score -1136016 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1136092.750000 Penalty: 4666.104492
	Iteration 19Q: 3 clusters Score -1136093 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1136149.500000 Penalty: 4666.104492
	Iteration 20F: 3 clusters Score -1136150 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1136183.625000 Penalty: 4666.104492
	Iteration 21Q: 3 clusters Score -1136184 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1136208.625000 Penalty: 4666.104492
	Iteration 22Q: 3 clusters Score -1136209 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1136237.125000 Penalty: 4666.104492
	Iteration 23Q: 3 clusters Score -1136237 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1136253.875000 Penalty: 4666.104492
	Iteration 24Q: 3 clusters Score -1136254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1136265.875000 Penalty: 4666.104492
	Iteration 25Q: 3 clusters Score -1136266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1136272.125000 Penalty: 4666.104492
	Iteration 26Q: 3 clusters Score -1136272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1136279.250000 Penalty: 4666.104492
	Iteration 27Q: 3 clusters Score -1136279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1136282.750000 Penalty: 4666.104492
	Iteration 28Q: 3 clusters Score -1136283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1136287.500000 Penalty: 4666.104492
	Iteration 29Q: 3 clusters Score -1136288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1136294.500000 Penalty: 4666.104492
	Iteration 30Q: 3 clusters Score -1136294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1136294.625000 Penalty: 4666.104492
	Iteration 31Q: 3 clusters Score -1136295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1136294.750000 Penalty: 4666.104492
	Iteration 32Q: 3 clusters Score -1136295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1136299.500000 Penalty: 4666.104492
	Iteration 33Q: 3 clusters Score -1136300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1136302.000000 Penalty: 4666.104492
	Iteration 34Q: 3 clusters Score -1136302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1136303.500000 Penalty: 4666.104492
	Iteration 35Q: 3 clusters Score -1136304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1136303.750000 Penalty: 4666.104492
	Iteration 36Q: 3 clusters Score -1136304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1136303.000000 Penalty: 4666.104492
	Iteration 37Q: 3 clusters Score -1136303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1136303.625000 Penalty: 4666.104492
	Iteration 38Q: 3 clusters Score -1136304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1136303.625000 Penalty: 4666.104492
	Iteration 39F: 3 clusters Score -1136304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102682 members 
Entering Unmasked Estep 
Score: -10119176.000000 Penalty: 2861.769287
	Iteration 0F: 2 clusters Score -1.011918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -10050092.000000 Penalty: 5723.538574
	Iteration 0F: 3 clusters Score -1.005009e+07 nChanged 48699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -10078360.000000 Penalty: 5723.538574
	Iteration 1F: 3 clusters Score -1.007836e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -10079642.000000 Penalty: 5723.538574
	Iteration 2Q: 3 clusters Score -1.007964e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -10081455.000000 Penalty: 5723.538574
	Iteration 3Q: 3 clusters Score -1.008146e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -10084474.000000 Penalty: 5723.538574
	Iteration 4F: 3 clusters Score -1.008447e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 72893 members 
Entering Unmasked Estep 
Score: -10089565.000000 Penalty: 5723.538574
	Iteration 5F: 3 clusters Score -1.008956e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 81614 members 
Entering Unmasked Estep 
Score: -10097024.000000 Penalty: 5723.538574
	Iteration 6F: 3 clusters Score -1.009702e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 90230 members 
Entering Unmasked Estep 
Score: -10105171.000000 Penalty: 5723.538574
	Iteration 7F: 3 clusters Score -1.010517e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 96580 members 
Entering Unmasked Estep 
Score: -10111321.000000 Penalty: 5723.538574
	Iteration 8F: 3 clusters Score -1.011132e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 99930 members 
Entering Unmasked Estep 
Score: -10114499.000000 Penalty: 5723.538574
	Iteration 9Q: 3 clusters Score -1.01145e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 101335 members 
Entering Unmasked Estep 
Score: -10115690.000000 Penalty: 5723.538574
	Iteration 10Q: 3 clusters Score -1.011569e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 101905 members 
Entering Unmasked Estep 
Score: -10116219.000000 Penalty: 5723.538574
	Iteration 11Q: 3 clusters Score -1.011622e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 102123 members 
Entering Unmasked Estep 
Score: -10116475.000000 Penalty: 5723.538574
	Iteration 12Q: 3 clusters Score -1.011648e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 102203 members 
Entering Unmasked Estep 
Score: -10116593.000000 Penalty: 5723.538574
	Iteration 13Q: 3 clusters Score -1.011659e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 102231 members 
Entering Unmasked Estep 
Score: -10116637.000000 Penalty: 5723.538574
	Iteration 14Q: 3 clusters Score -1.011664e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 102257 members 
Entering Unmasked Estep 
Score: -10116685.000000 Penalty: 5723.538574
	Iteration 15Q: 3 clusters Score -1.011668e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 102278 members 
Entering Unmasked Estep 
Score: -10116750.000000 Penalty: 5723.538574
	Iteration 16Q: 3 clusters Score -1.011675e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 102285 members 
Entering Unmasked Estep 
Score: -10116817.000000 Penalty: 5723.538574
	Iteration 17Q: 3 clusters Score -1.011682e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 102293 members 
Entering Unmasked Estep 
Score: -10116862.000000 Penalty: 5723.538574
	Iteration 18Q: 3 clusters Score -1.011686e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 102287 members 
Entering Unmasked Estep 
Score: -10116903.000000 Penalty: 5723.538574
	Iteration 19Q: 3 clusters Score -1.01169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 102282 members 
Entering Unmasked Estep 
Score: -10116914.000000 Penalty: 5723.538574
	Iteration 20F: 3 clusters Score -1.011691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 102283 members 
Entering Unmasked Estep 
Score: -10116926.000000 Penalty: 5723.538574
	Iteration 21Q: 3 clusters Score -1.011693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 102281 members 
Entering Unmasked Estep 
Score: -10116927.000000 Penalty: 5723.538574
	Iteration 22Q: 3 clusters Score -1.011693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 102277 members 
Entering Unmasked Estep 
Score: -10116935.000000 Penalty: 5723.538574
	Iteration 23Q: 3 clusters Score -1.011694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 102279 members 
Entering Unmasked Estep 
Score: -10116935.000000 Penalty: 5723.538574
	Iteration 24Q: 3 clusters Score -1.011694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 102282 members 
Entering Unmasked Estep 
Score: -10116934.000000 Penalty: 5723.538574
	Iteration 25Q: 3 clusters Score -1.011693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 102285 members 
Entering Unmasked Estep 
Score: -10116934.000000 Penalty: 5723.538574
	Iteration 26Q: 3 clusters Score -1.011693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 102286 members 
Entering Unmasked Estep 
Score: -10116938.000000 Penalty: 5723.538574
	Iteration 27Q: 3 clusters Score -1.011694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 102286 members 
Entering Unmasked Estep 
Score: -10116939.000000 Penalty: 5723.538574
	Iteration 28Q: 3 clusters Score -1.011694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 102287 members 
Entering Unmasked Estep 
Score: -10116940.000000 Penalty: 5723.538574
	Iteration 29Q: 3 clusters Score -1.011694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 102287 members 
Entering Unmasked Estep 
Score: -10116939.000000 Penalty: 5723.538574
	Iteration 30Q: 3 clusters Score -1.011694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 102287 members 
Entering Unmasked Estep 
Score: -10116939.000000 Penalty: 5723.538574
	Iteration 31Q: 3 clusters Score -1.011694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 102286 members 
Entering Unmasked Estep 
Score: -10116936.000000 Penalty: 5723.538574
	Iteration 32Q: 3 clusters Score -1.011694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 102284 members 
Entering Unmasked Estep 
Score: -10116946.000000 Penalty: 5723.538574
	Iteration 33Q: 3 clusters Score -1.011695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 102285 members 
Entering Unmasked Estep 
Score: -10116946.000000 Penalty: 5723.538574
	Iteration 34Q: 3 clusters Score -1.011695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 102285 members 
Entering Unmasked Estep 
Score: -10116952.000000 Penalty: 5723.538574
	Iteration 35Q: 3 clusters Score -1.011695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 102285 members 
Entering Unmasked Estep 
Score: -10116956.000000 Penalty: 5723.538574
	Iteration 36Q: 3 clusters Score -1.011696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 102283 members 
Entering Unmasked Estep 
Score: -10116962.000000 Penalty: 5723.538574
	Iteration 37Q: 3 clusters Score -1.011696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 102282 members 
Entering Unmasked Estep 
Score: -10116959.000000 Penalty: 5723.538574
	Iteration 38Q: 3 clusters Score -1.011696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 102281 members 
Entering Unmasked Estep 
Score: -10116956.000000 Penalty: 5723.538574
	Iteration 39Q: 3 clusters Score -1.011696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 102280 members 
Entering Unmasked Estep 
Score: -10116961.000000 Penalty: 5723.538574
	Iteration 40F: 3 clusters Score -1.011696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Entering Unmasked Estep 
Score: -543119.375000 Penalty: 2154.485596
	Iteration 0F: 2 clusters Score -543119.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -538022.125000 Penalty: 4308.971191
	Iteration 0F: 3 clusters Score -538022.1 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -539372.437500 Penalty: 4308.971191
	Iteration 1F: 3 clusters Score -539372.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -539617.000000 Penalty: 4308.971191
	Iteration 2F: 3 clusters Score -539617 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -539821.500000 Penalty: 4308.971191
	Iteration 3F: 3 clusters Score -539821.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -539989.875000 Penalty: 4308.971191
	Iteration 4Q: 3 clusters Score -539989.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -540152.437500 Penalty: 4308.971191
	Iteration 5Q: 3 clusters Score -540152.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -540319.625000 Penalty: 4308.971191
	Iteration 6Q: 3 clusters Score -540319.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -540465.937500 Penalty: 4308.971191
	Iteration 7Q: 3 clusters Score -540465.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -540621.062500 Penalty: 4308.971191
	Iteration 8Q: 3 clusters Score -540621.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -540787.437500 Penalty: 4308.971191
	Iteration 9Q: 3 clusters Score -540787.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -540948.562500 Penalty: 4308.971191
	Iteration 10Q: 3 clusters Score -540948.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -541110.750000 Penalty: 4308.971191
	Iteration 11Q: 3 clusters Score -541110.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -541263.125000 Penalty: 4308.971191
	Iteration 12Q: 3 clusters Score -541263.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -541399.250000 Penalty: 4308.971191
	Iteration 13Q: 3 clusters Score -541399.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -541493.062500 Penalty: 4308.971191
	Iteration 14Q: 3 clusters Score -541493.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -541575.687500 Penalty: 4308.971191
	Iteration 15Q: 3 clusters Score -541575.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -541630.187500 Penalty: 4308.971191
	Iteration 16Q: 3 clusters Score -541630.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -541666.562500 Penalty: 4308.971191
	Iteration 17Q: 3 clusters Score -541666.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -541697.062500 Penalty: 4308.971191
	Iteration 18Q: 3 clusters Score -541697.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -541716.687500 Penalty: 4308.971191
	Iteration 19Q: 3 clusters Score -541716.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -541738.000000 Penalty: 4308.971191
	Iteration 20F: 3 clusters Score -541738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -541768.062500 Penalty: 4308.971191
	Iteration 21Q: 3 clusters Score -541768.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -541789.312500 Penalty: 4308.971191
	Iteration 22Q: 3 clusters Score -541789.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -541801.375000 Penalty: 4308.971191
	Iteration 23Q: 3 clusters Score -541801.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -541815.250000 Penalty: 4308.971191
	Iteration 24Q: 3 clusters Score -541815.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -541821.875000 Penalty: 4308.971191
	Iteration 25Q: 3 clusters Score -541821.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -541826.375000 Penalty: 4308.971191
	Iteration 26Q: 3 clusters Score -541826.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -541833.187500 Penalty: 4308.971191
	Iteration 27Q: 3 clusters Score -541833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -541837.062500 Penalty: 4308.971191
	Iteration 28Q: 3 clusters Score -541837.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -541841.562500 Penalty: 4308.971191
	Iteration 29Q: 3 clusters Score -541841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -541847.312500 Penalty: 4308.971191
	Iteration 30Q: 3 clusters Score -541847.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -541853.750000 Penalty: 4308.971191
	Iteration 31Q: 3 clusters Score -541853.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -541868.937500 Penalty: 4308.971191
	Iteration 32Q: 3 clusters Score -541868.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -541879.500000 Penalty: 4308.971191
	Iteration 33Q: 3 clusters Score -541879.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -541882.125000 Penalty: 4308.971191
	Iteration 34Q: 3 clusters Score -541882.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -541887.437500 Penalty: 4308.971191
	Iteration 35Q: 3 clusters Score -541887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -541890.375000 Penalty: 4308.971191
	Iteration 36Q: 3 clusters Score -541890.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -541893.250000 Penalty: 4308.971191
	Iteration 37Q: 3 clusters Score -541893.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -541895.500000 Penalty: 4308.971191
	Iteration 38Q: 3 clusters Score -541895.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -541897.812500 Penalty: 4308.971191
	Iteration 39Q: 3 clusters Score -541897.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -541902.062500 Penalty: 4308.971191
	Iteration 40F: 3 clusters Score -541902.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Entering Unmasked Estep 
Score: -1315093.000000 Penalty: 2363.789551
	Iteration 0F: 2 clusters Score -1315093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1305081.875000 Penalty: 4727.579102
	Iteration 0F: 3 clusters Score -1305082 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1308167.125000 Penalty: 4727.579102
	Iteration 1F: 3 clusters Score -1308167 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1308478.375000 Penalty: 4727.579102
	Iteration 2F: 3 clusters Score -1308478 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1308722.875000 Penalty: 4727.579102
	Iteration 3Q: 3 clusters Score -1308723 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1308955.000000 Penalty: 4727.579102
	Iteration 4Q: 3 clusters Score -1308955 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1309196.625000 Penalty: 4727.579102
	Iteration 5Q: 3 clusters Score -1309197 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1309417.125000 Penalty: 4727.579102
	Iteration 6Q: 3 clusters Score -1309417 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1309649.250000 Penalty: 4727.579102
	Iteration 7Q: 3 clusters Score -1309649 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1309902.500000 Penalty: 4727.579102
	Iteration 8Q: 3 clusters Score -1309902 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1310145.625000 Penalty: 4727.579102
	Iteration 9Q: 3 clusters Score -1310146 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1310433.000000 Penalty: 4727.579102
	Iteration 10Q: 3 clusters Score -1310433 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1310697.625000 Penalty: 4727.579102
	Iteration 11Q: 3 clusters Score -1310698 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1310956.000000 Penalty: 4727.579102
	Iteration 12Q: 3 clusters Score -1310956 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1311207.750000 Penalty: 4727.579102
	Iteration 13Q: 3 clusters Score -1311208 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1311449.750000 Penalty: 4727.579102
	Iteration 14Q: 3 clusters Score -1311450 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1311716.750000 Penalty: 4727.579102
	Iteration 15Q: 3 clusters Score -1311717 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1312003.875000 Penalty: 4727.579102
	Iteration 16Q: 3 clusters Score -1312004 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1312278.625000 Penalty: 4727.579102
	Iteration 17Q: 3 clusters Score -1312279 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1312516.125000 Penalty: 4727.579102
	Iteration 18Q: 3 clusters Score -1312516 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1312710.625000 Penalty: 4727.579102
	Iteration 19Q: 3 clusters Score -1312711 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1312865.125000 Penalty: 4727.579102
	Iteration 20F: 3 clusters Score -1312865 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1312975.875000 Penalty: 4727.579102
	Iteration 21Q: 3 clusters Score -1312976 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1313069.250000 Penalty: 4727.579102
	Iteration 22Q: 3 clusters Score -1313069 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1313143.125000 Penalty: 4727.579102
	Iteration 23Q: 3 clusters Score -1313143 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1313198.750000 Penalty: 4727.579102
	Iteration 24Q: 3 clusters Score -1313199 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1313243.125000 Penalty: 4727.579102
	Iteration 25Q: 3 clusters Score -1313243 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1313270.125000 Penalty: 4727.579102
	Iteration 26Q: 3 clusters Score -1313270 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1313291.000000 Penalty: 4727.579102
	Iteration 27Q: 3 clusters Score -1313291 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1313301.750000 Penalty: 4727.579102
	Iteration 28Q: 3 clusters Score -1313302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1313317.125000 Penalty: 4727.579102
	Iteration 29Q: 3 clusters Score -1313317 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1313327.500000 Penalty: 4727.579102
	Iteration 30Q: 3 clusters Score -1313328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1313340.375000 Penalty: 4727.579102
	Iteration 31Q: 3 clusters Score -1313340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1313350.875000 Penalty: 4727.579102
	Iteration 32Q: 3 clusters Score -1313351 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1313369.375000 Penalty: 4727.579102
	Iteration 33Q: 3 clusters Score -1313369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1313377.750000 Penalty: 4727.579102
	Iteration 34Q: 3 clusters Score -1313378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1313396.250000 Penalty: 4727.579102
	Iteration 35Q: 3 clusters Score -1313396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1313412.875000 Penalty: 4727.579102
	Iteration 36Q: 3 clusters Score -1313413 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1313421.750000 Penalty: 4727.579102
	Iteration 37Q: 3 clusters Score -1313422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1313430.875000 Penalty: 4727.579102
	Iteration 38Q: 3 clusters Score -1313431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1313445.000000 Penalty: 4727.579102
	Iteration 39Q: 3 clusters Score -1313445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1313456.250000 Penalty: 4727.579102
	Iteration 40F: 3 clusters Score -1313456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1313466.000000 Penalty: 4727.579102
	Iteration 41Q: 3 clusters Score -1313466 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1313481.500000 Penalty: 4727.579102
	Iteration 42Q: 3 clusters Score -1313482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1313489.500000 Penalty: 4727.579102
	Iteration 43Q: 3 clusters Score -1313490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1313498.375000 Penalty: 4727.579102
	Iteration 44Q: 3 clusters Score -1313498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1313502.250000 Penalty: 4727.579102
	Iteration 45Q: 3 clusters Score -1313502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1313507.000000 Penalty: 4727.579102
	Iteration 46Q: 3 clusters Score -1313507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1313513.375000 Penalty: 4727.579102
	Iteration 47Q: 3 clusters Score -1313513 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1313523.625000 Penalty: 4727.579102
	Iteration 48Q: 3 clusters Score -1313524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1313529.625000 Penalty: 4727.579102
	Iteration 49Q: 3 clusters Score -1313530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1313531.750000 Penalty: 4727.579102
	Iteration 50Q: 3 clusters Score -1313532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1313542.625000 Penalty: 4727.579102
	Iteration 51Q: 3 clusters Score -1313543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1313547.500000 Penalty: 4727.579102
	Iteration 52Q: 3 clusters Score -1313548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1313548.875000 Penalty: 4727.579102
	Iteration 53Q: 3 clusters Score -1313549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1313549.250000 Penalty: 4727.579102
	Iteration 54Q: 3 clusters Score -1313549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1313556.875000 Penalty: 4727.579102
	Iteration 55Q: 3 clusters Score -1313557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1313558.000000 Penalty: 4727.579102
	Iteration 56Q: 3 clusters Score -1313558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1313558.875000 Penalty: 4727.579102
	Iteration 57Q: 3 clusters Score -1313559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1313561.125000 Penalty: 4727.579102
	Iteration 58Q: 3 clusters Score -1313561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1313563.625000 Penalty: 4727.579102
	Iteration 59Q: 3 clusters Score -1313564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1313563.625000 Penalty: 4727.579102
	Iteration 60F: 3 clusters Score -1313564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1313561.875000 Penalty: 4727.579102
	Iteration 61Q: 3 clusters Score -1313562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1313564.625000 Penalty: 4727.579102
	Iteration 62Q: 3 clusters Score -1313565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1313567.000000 Penalty: 4727.579102
	Iteration 63Q: 3 clusters Score -1313567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1313569.750000 Penalty: 4727.579102
	Iteration 64Q: 3 clusters Score -1313570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1313568.375000 Penalty: 4727.579102
	Iteration 65Q: 3 clusters Score -1313568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1313572.875000 Penalty: 4727.579102
	Iteration 66Q: 3 clusters Score -1313573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1313572.375000 Penalty: 4727.579102
	Iteration 67Q: 3 clusters Score -1313572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1313572.250000 Penalty: 4727.579102
	Iteration 68Q: 3 clusters Score -1313572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1313571.500000 Penalty: 4727.579102
	Iteration 69Q: 3 clusters Score -1313572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1313570.875000 Penalty: 4727.579102
	Iteration 70Q: 3 clusters Score -1313571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1313569.250000 Penalty: 4727.579102
	Iteration 71Q: 3 clusters Score -1313569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1313572.250000 Penalty: 4727.579102
	Iteration 72Q: 3 clusters Score -1313572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1313575.875000 Penalty: 4727.579102
	Iteration 73Q: 3 clusters Score -1313576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1313574.625000 Penalty: 4727.579102
	Iteration 74Q: 3 clusters Score -1313575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1313573.125000 Penalty: 4727.579102
	Iteration 75Q: 3 clusters Score -1313573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1313572.750000 Penalty: 4727.579102
	Iteration 76Q: 3 clusters Score -1313573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1313574.375000 Penalty: 4727.579102
	Iteration 77Q: 3 clusters Score -1313574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1313576.125000 Penalty: 4727.579102
	Iteration 78Q: 3 clusters Score -1313576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1313576.625000 Penalty: 4727.579102
	Iteration 79Q: 3 clusters Score -1313577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1313578.625000 Penalty: 4727.579102
	Iteration 80F: 3 clusters Score -1313579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1313579.625000 Penalty: 4727.579102
	Iteration 81Q: 3 clusters Score -1313580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1313578.000000 Penalty: 4727.579102
	Iteration 82Q: 3 clusters Score -1313578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1313579.000000 Penalty: 4727.579102
	Iteration 83Q: 3 clusters Score -1313579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1313579.625000 Penalty: 4727.579102
	Iteration 84Q: 3 clusters Score -1313580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1313580.500000 Penalty: 4727.579102
	Iteration 85Q: 3 clusters Score -1313580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1313580.500000 Penalty: 4727.579102
	Iteration 86Q: 3 clusters Score -1313580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1313577.375000 Penalty: 4727.579102
	Iteration 87Q: 3 clusters Score -1313577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1313579.875000 Penalty: 4727.579102
	Iteration 88Q: 3 clusters Score -1313580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1313578.750000 Penalty: 4727.579102
	Iteration 89Q: 3 clusters Score -1313579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1313580.750000 Penalty: 4727.579102
	Iteration 90Q: 3 clusters Score -1313581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1313579.500000 Penalty: 4727.579102
	Iteration 91Q: 3 clusters Score -1313580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1313581.625000 Penalty: 4727.579102
	Iteration 92Q: 3 clusters Score -1313582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1313581.625000 Penalty: 4727.579102
	Iteration 93F: 3 clusters Score -1313582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Entering Unmasked Estep 
Score: -510863.375000 Penalty: 2151.539795
	Iteration 0F: 2 clusters Score -510863.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -505890.312500 Penalty: 4303.079590
	Iteration 0F: 3 clusters Score -505890.3 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -507522.375000 Penalty: 4303.079590
	Iteration 1F: 3 clusters Score -507522.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -508027.281250 Penalty: 4303.079590
	Iteration 2F: 3 clusters Score -508027.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -508461.437500 Penalty: 4303.079590
	Iteration 3F: 3 clusters Score -508461.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -508817.062500 Penalty: 4303.079590
	Iteration 4F: 3 clusters Score -508817.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -509143.406250 Penalty: 4303.079590
	Iteration 5F: 3 clusters Score -509143.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -509430.937500 Penalty: 4303.079590
	Iteration 6F: 3 clusters Score -509430.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -509647.343750 Penalty: 4303.079590
	Iteration 7Q: 3 clusters Score -509647.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -509792.343750 Penalty: 4303.079590
	Iteration 8Q: 3 clusters Score -509792.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -509902.781250 Penalty: 4303.079590
	Iteration 9Q: 3 clusters Score -509902.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -509972.437500 Penalty: 4303.079590
	Iteration 10Q: 3 clusters Score -509972.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -510031.656250 Penalty: 4303.079590
	Iteration 11Q: 3 clusters Score -510031.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -510073.250000 Penalty: 4303.079590
	Iteration 12Q: 3 clusters Score -510073.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -510103.562500 Penalty: 4303.079590
	Iteration 13Q: 3 clusters Score -510103.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -510132.937500 Penalty: 4303.079590
	Iteration 14Q: 3 clusters Score -510132.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -510150.812500 Penalty: 4303.079590
	Iteration 15Q: 3 clusters Score -510150.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -510161.718750 Penalty: 4303.079590
	Iteration 16Q: 3 clusters Score -510161.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -510172.687500 Penalty: 4303.079590
	Iteration 17Q: 3 clusters Score -510172.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -510187.125000 Penalty: 4303.079590
	Iteration 18Q: 3 clusters Score -510187.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -510205.156250 Penalty: 4303.079590
	Iteration 19Q: 3 clusters Score -510205.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -510222.750000 Penalty: 4303.079590
	Iteration 20F: 3 clusters Score -510222.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -510236.375000 Penalty: 4303.079590
	Iteration 21Q: 3 clusters Score -510236.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -510250.406250 Penalty: 4303.079590
	Iteration 22Q: 3 clusters Score -510250.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -510265.750000 Penalty: 4303.079590
	Iteration 23Q: 3 clusters Score -510265.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -510278.687500 Penalty: 4303.079590
	Iteration 24Q: 3 clusters Score -510278.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -510285.250000 Penalty: 4303.079590
	Iteration 25Q: 3 clusters Score -510285.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -510291.531250 Penalty: 4303.079590
	Iteration 26Q: 3 clusters Score -510291.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -510295.750000 Penalty: 4303.079590
	Iteration 27Q: 3 clusters Score -510295.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -510299.843750 Penalty: 4303.079590
	Iteration 28Q: 3 clusters Score -510299.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -510304.437500 Penalty: 4303.079590
	Iteration 29Q: 3 clusters Score -510304.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -510307.718750 Penalty: 4303.079590
	Iteration 30Q: 3 clusters Score -510307.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -510308.281250 Penalty: 4303.079590
	Iteration 31Q: 3 clusters Score -510308.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -510308.531250 Penalty: 4303.079590
	Iteration 32Q: 3 clusters Score -510308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -510310.656250 Penalty: 4303.079590
	Iteration 33Q: 3 clusters Score -510310.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -510310.593750 Penalty: 4303.079590
	Iteration 34Q: 3 clusters Score -510310.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -510310.593750 Penalty: 4303.079590
	Iteration 35F: 3 clusters Score -510310.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Entering Unmasked Estep 
Score: -1774901.375000 Penalty: 2434.427246
	Iteration 0F: 2 clusters Score -1774901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1761960.625000 Penalty: 4868.854492
	Iteration 0F: 3 clusters Score -1761961 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1766230.750000 Penalty: 4868.854492
	Iteration 1F: 3 clusters Score -1766231 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1766630.000000 Penalty: 4868.854492
	Iteration 2F: 3 clusters Score -1766630 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1766933.000000 Penalty: 4868.854492
	Iteration 3Q: 3 clusters Score -1766933 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1767170.625000 Penalty: 4868.854492
	Iteration 4Q: 3 clusters Score -1767171 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1767368.750000 Penalty: 4868.854492
	Iteration 5Q: 3 clusters Score -1767369 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1767616.875000 Penalty: 4868.854492
	Iteration 6Q: 3 clusters Score -1767617 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1767931.875000 Penalty: 4868.854492
	Iteration 7Q: 3 clusters Score -1767932 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1768307.875000 Penalty: 4868.854492
	Iteration 8Q: 3 clusters Score -1768308 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1768818.000000 Penalty: 4868.854492
	Iteration 9Q: 3 clusters Score -1768818 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1769521.000000 Penalty: 4868.854492
	Iteration 10Q: 3 clusters Score -1769521 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1770336.500000 Penalty: 4868.854492
	Iteration 11Q: 3 clusters Score -1770336 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1771037.500000 Penalty: 4868.854492
	Iteration 12Q: 3 clusters Score -1771038 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1771548.750000 Penalty: 4868.854492
	Iteration 13Q: 3 clusters Score -1771549 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1771851.625000 Penalty: 4868.854492
	Iteration 14Q: 3 clusters Score -1771852 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1772028.250000 Penalty: 4868.854492
	Iteration 15Q: 3 clusters Score -1772028 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1772155.375000 Penalty: 4868.854492
	Iteration 16Q: 3 clusters Score -1772155 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1772255.375000 Penalty: 4868.854492
	Iteration 17Q: 3 clusters Score -1772255 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1772326.250000 Penalty: 4868.854492
	Iteration 18Q: 3 clusters Score -1772326 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -1772392.750000 Penalty: 4868.854492
	Iteration 19Q: 3 clusters Score -1772393 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1772462.625000 Penalty: 4868.854492
	Iteration 20F: 3 clusters Score -1772463 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1772514.250000 Penalty: 4868.854492
	Iteration 21Q: 3 clusters Score -1772514 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1772578.250000 Penalty: 4868.854492
	Iteration 22Q: 3 clusters Score -1772578 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -1772631.875000 Penalty: 4868.854492
	Iteration 23Q: 3 clusters Score -1772632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -1772659.000000 Penalty: 4868.854492
	Iteration 24Q: 3 clusters Score -1772659 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -1772702.125000 Penalty: 4868.854492
	Iteration 25Q: 3 clusters Score -1772702 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -1772731.125000 Penalty: 4868.854492
	Iteration 26Q: 3 clusters Score -1772731 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -1772756.750000 Penalty: 4868.854492
	Iteration 27Q: 3 clusters Score -1772757 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -1772782.875000 Penalty: 4868.854492
	Iteration 28Q: 3 clusters Score -1772783 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -1772802.000000 Penalty: 4868.854492
	Iteration 29Q: 3 clusters Score -1772802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1772817.250000 Penalty: 4868.854492
	Iteration 30Q: 3 clusters Score -1772817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -1772831.625000 Penalty: 4868.854492
	Iteration 31Q: 3 clusters Score -1772832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -1772847.500000 Penalty: 4868.854492
	Iteration 32Q: 3 clusters Score -1772848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1772859.125000 Penalty: 4868.854492
	Iteration 33Q: 3 clusters Score -1772859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1772862.250000 Penalty: 4868.854492
	Iteration 34Q: 3 clusters Score -1772862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -1772871.750000 Penalty: 4868.854492
	Iteration 35Q: 3 clusters Score -1772872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -1772876.125000 Penalty: 4868.854492
	Iteration 36Q: 3 clusters Score -1772876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -1772882.000000 Penalty: 4868.854492
	Iteration 37Q: 3 clusters Score -1772882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1772885.125000 Penalty: 4868.854492
	Iteration 38Q: 3 clusters Score -1772885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1772886.500000 Penalty: 4868.854492
	Iteration 39Q: 3 clusters Score -1772886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -1772886.250000 Penalty: 4868.854492
	Iteration 40F: 3 clusters Score -1772886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -1772886.000000 Penalty: 4868.854492
	Iteration 41Q: 3 clusters Score -1772886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -1772887.500000 Penalty: 4868.854492
	Iteration 42Q: 3 clusters Score -1772888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1772886.875000 Penalty: 4868.854492
	Iteration 43Q: 3 clusters Score -1772887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1772886.875000 Penalty: 4868.854492
	Iteration 44F: 3 clusters Score -1772887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Entering Unmasked Estep 
Score: -1087559.750000 Penalty: 2325.401123
	Iteration 0F: 2 clusters Score -1087560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1078717.000000 Penalty: 4650.802246
	Iteration 0F: 3 clusters Score -1078717 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1081486.875000 Penalty: 4650.802246
	Iteration 1F: 3 clusters Score -1081487 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1081879.000000 Penalty: 4650.802246
	Iteration 2F: 3 clusters Score -1081879 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1082215.500000 Penalty: 4650.802246
	Iteration 3F: 3 clusters Score -1082216 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1082558.750000 Penalty: 4650.802246
	Iteration 4F: 3 clusters Score -1082559 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1082904.375000 Penalty: 4650.802246
	Iteration 5F: 3 clusters Score -1082904 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1083320.625000 Penalty: 4650.802246
	Iteration 6F: 3 clusters Score -1083321 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1083791.250000 Penalty: 4650.802246
	Iteration 7F: 3 clusters Score -1083791 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1084253.000000 Penalty: 4650.802246
	Iteration 8F: 3 clusters Score -1084253 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1084603.500000 Penalty: 4650.802246
	Iteration 9Q: 3 clusters Score -1084604 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1084896.125000 Penalty: 4650.802246
	Iteration 10Q: 3 clusters Score -1084896 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1085134.000000 Penalty: 4650.802246
	Iteration 11Q: 3 clusters Score -1085134 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1085357.875000 Penalty: 4650.802246
	Iteration 12Q: 3 clusters Score -1085358 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1085552.000000 Penalty: 4650.802246
	Iteration 13Q: 3 clusters Score -1085552 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1085711.750000 Penalty: 4650.802246
	Iteration 14Q: 3 clusters Score -1085712 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1085813.500000 Penalty: 4650.802246
	Iteration 15Q: 3 clusters Score -1085814 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1085882.250000 Penalty: 4650.802246
	Iteration 16Q: 3 clusters Score -1085882 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1085923.500000 Penalty: 4650.802246
	Iteration 17Q: 3 clusters Score -1085924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1085956.375000 Penalty: 4650.802246
	Iteration 18Q: 3 clusters Score -1085956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1085977.125000 Penalty: 4650.802246
	Iteration 19Q: 3 clusters Score -1085977 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1085996.625000 Penalty: 4650.802246
	Iteration 20F: 3 clusters Score -1085997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1086009.625000 Penalty: 4650.802246
	Iteration 21Q: 3 clusters Score -1086010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1086018.000000 Penalty: 4650.802246
	Iteration 22Q: 3 clusters Score -1086018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1086025.000000 Penalty: 4650.802246
	Iteration 23Q: 3 clusters Score -1086025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1086030.875000 Penalty: 4650.802246
	Iteration 24Q: 3 clusters Score -1086031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1086036.875000 Penalty: 4650.802246
	Iteration 25Q: 3 clusters Score -1086037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1086040.375000 Penalty: 4650.802246
	Iteration 26Q: 3 clusters Score -1086040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1086041.375000 Penalty: 4650.802246
	Iteration 27Q: 3 clusters Score -1086041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1086043.375000 Penalty: 4650.802246
	Iteration 28Q: 3 clusters Score -1086043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1086046.875000 Penalty: 4650.802246
	Iteration 29Q: 3 clusters Score -1086047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1086053.875000 Penalty: 4650.802246
	Iteration 30Q: 3 clusters Score -1086054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1086057.875000 Penalty: 4650.802246
	Iteration 31Q: 3 clusters Score -1086058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1086061.125000 Penalty: 4650.802246
	Iteration 32Q: 3 clusters Score -1086061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1086067.750000 Penalty: 4650.802246
	Iteration 33Q: 3 clusters Score -1086068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1086067.375000 Penalty: 4650.802246
	Iteration 34Q: 3 clusters Score -1086067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1086071.000000 Penalty: 4650.802246
	Iteration 35Q: 3 clusters Score -1086071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1086069.750000 Penalty: 4650.802246
	Iteration 36Q: 3 clusters Score -1086070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1086071.375000 Penalty: 4650.802246
	Iteration 37Q: 3 clusters Score -1086071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1086073.000000 Penalty: 4650.802246
	Iteration 38Q: 3 clusters Score -1086073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1086074.125000 Penalty: 4650.802246
	Iteration 39Q: 3 clusters Score -1086074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1086074.625000 Penalty: 4650.802246
	Iteration 40F: 3 clusters Score -1086075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1086073.125000 Penalty: 4650.802246
	Iteration 41Q: 3 clusters Score -1086073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1086073.125000 Penalty: 4650.802246
	Iteration 42F: 3 clusters Score -1086073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Entering Unmasked Estep 
Score: -861940.500000 Penalty: 2289.002441
	Iteration 0F: 2 clusters Score -861940.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -854226.062500 Penalty: 4578.004883
	Iteration 0F: 3 clusters Score -854226.1 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -856734.000000 Penalty: 4578.004883
	Iteration 1F: 3 clusters Score -856734 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -857291.875000 Penalty: 4578.004883
	Iteration 2F: 3 clusters Score -857291.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -857751.000000 Penalty: 4578.004883
	Iteration 3F: 3 clusters Score -857751 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -858166.562500 Penalty: 4578.004883
	Iteration 4F: 3 clusters Score -858166.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -858546.750000 Penalty: 4578.004883
	Iteration 5F: 3 clusters Score -858546.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -858864.062500 Penalty: 4578.004883
	Iteration 6Q: 3 clusters Score -858864.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -859100.750000 Penalty: 4578.004883
	Iteration 7Q: 3 clusters Score -859100.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -859300.437500 Penalty: 4578.004883
	Iteration 8Q: 3 clusters Score -859300.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -859432.250000 Penalty: 4578.004883
	Iteration 9Q: 3 clusters Score -859432.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -859545.062500 Penalty: 4578.004883
	Iteration 10Q: 3 clusters Score -859545.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -859645.125000 Penalty: 4578.004883
	Iteration 11Q: 3 clusters Score -859645.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -859761.000000 Penalty: 4578.004883
	Iteration 12Q: 3 clusters Score -859761 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -859852.625000 Penalty: 4578.004883
	Iteration 13Q: 3 clusters Score -859852.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -859911.062500 Penalty: 4578.004883
	Iteration 14Q: 3 clusters Score -859911.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -859962.500000 Penalty: 4578.004883
	Iteration 15Q: 3 clusters Score -859962.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -860005.875000 Penalty: 4578.004883
	Iteration 16Q: 3 clusters Score -860005.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -860044.750000 Penalty: 4578.004883
	Iteration 17Q: 3 clusters Score -860044.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -860076.750000 Penalty: 4578.004883
	Iteration 18Q: 3 clusters Score -860076.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -860110.500000 Penalty: 4578.004883
	Iteration 19Q: 3 clusters Score -860110.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -860144.375000 Penalty: 4578.004883
	Iteration 20F: 3 clusters Score -860144.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -860170.312500 Penalty: 4578.004883
	Iteration 21Q: 3 clusters Score -860170.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -860194.562500 Penalty: 4578.004883
	Iteration 22Q: 3 clusters Score -860194.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -860211.500000 Penalty: 4578.004883
	Iteration 23Q: 3 clusters Score -860211.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -860218.437500 Penalty: 4578.004883
	Iteration 24Q: 3 clusters Score -860218.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -860227.125000 Penalty: 4578.004883
	Iteration 25Q: 3 clusters Score -860227.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -860236.750000 Penalty: 4578.004883
	Iteration 26Q: 3 clusters Score -860236.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -860248.000000 Penalty: 4578.004883
	Iteration 27Q: 3 clusters Score -860248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -860263.312500 Penalty: 4578.004883
	Iteration 28Q: 3 clusters Score -860263.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -860278.312500 Penalty: 4578.004883
	Iteration 29Q: 3 clusters Score -860278.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -860295.812500 Penalty: 4578.004883
	Iteration 30Q: 3 clusters Score -860295.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -860312.937500 Penalty: 4578.004883
	Iteration 31Q: 3 clusters Score -860312.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -860323.937500 Penalty: 4578.004883
	Iteration 32Q: 3 clusters Score -860323.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -860337.625000 Penalty: 4578.004883
	Iteration 33Q: 3 clusters Score -860337.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -860352.000000 Penalty: 4578.004883
	Iteration 34Q: 3 clusters Score -860352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -860365.375000 Penalty: 4578.004883
	Iteration 35Q: 3 clusters Score -860365.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -860378.250000 Penalty: 4578.004883
	Iteration 36Q: 3 clusters Score -860378.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -860389.937500 Penalty: 4578.004883
	Iteration 37Q: 3 clusters Score -860389.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -860397.562500 Penalty: 4578.004883
	Iteration 38Q: 3 clusters Score -860397.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -860406.812500 Penalty: 4578.004883
	Iteration 39Q: 3 clusters Score -860406.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -860418.375000 Penalty: 4578.004883
	Iteration 40F: 3 clusters Score -860418.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -860425.500000 Penalty: 4578.004883
	Iteration 41Q: 3 clusters Score -860425.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -860441.437500 Penalty: 4578.004883
	Iteration 42Q: 3 clusters Score -860441.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -860454.562500 Penalty: 4578.004883
	Iteration 43Q: 3 clusters Score -860454.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -860468.312500 Penalty: 4578.004883
	Iteration 44Q: 3 clusters Score -860468.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -860479.750000 Penalty: 4578.004883
	Iteration 45Q: 3 clusters Score -860479.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -860489.437500 Penalty: 4578.004883
	Iteration 46Q: 3 clusters Score -860489.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -860501.562500 Penalty: 4578.004883
	Iteration 47Q: 3 clusters Score -860501.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -860507.312500 Penalty: 4578.004883
	Iteration 48Q: 3 clusters Score -860507.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -860514.062500 Penalty: 4578.004883
	Iteration 49Q: 3 clusters Score -860514.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -860524.062500 Penalty: 4578.004883
	Iteration 50Q: 3 clusters Score -860524.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -860529.937500 Penalty: 4578.004883
	Iteration 51Q: 3 clusters Score -860529.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -860535.875000 Penalty: 4578.004883
	Iteration 52Q: 3 clusters Score -860535.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -860539.625000 Penalty: 4578.004883
	Iteration 53Q: 3 clusters Score -860539.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -860545.937500 Penalty: 4578.004883
	Iteration 54Q: 3 clusters Score -860545.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -860552.375000 Penalty: 4578.004883
	Iteration 55Q: 3 clusters Score -860552.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -860555.812500 Penalty: 4578.004883
	Iteration 56Q: 3 clusters Score -860555.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -860560.437500 Penalty: 4578.004883
	Iteration 57Q: 3 clusters Score -860560.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -860563.750000 Penalty: 4578.004883
	Iteration 58Q: 3 clusters Score -860563.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -860566.937500 Penalty: 4578.004883
	Iteration 59Q: 3 clusters Score -860566.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -860570.812500 Penalty: 4578.004883
	Iteration 60F: 3 clusters Score -860570.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -860575.000000 Penalty: 4578.004883
	Iteration 61Q: 3 clusters Score -860575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -860575.562500 Penalty: 4578.004883
	Iteration 62Q: 3 clusters Score -860575.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -860578.562500 Penalty: 4578.004883
	Iteration 63Q: 3 clusters Score -860578.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -860581.687500 Penalty: 4578.004883
	Iteration 64Q: 3 clusters Score -860581.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -860582.375000 Penalty: 4578.004883
	Iteration 65Q: 3 clusters Score -860582.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -860585.937500 Penalty: 4578.004883
	Iteration 66Q: 3 clusters Score -860585.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -860591.062500 Penalty: 4578.004883
	Iteration 67Q: 3 clusters Score -860591.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -860594.625000 Penalty: 4578.004883
	Iteration 68Q: 3 clusters Score -860594.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -860599.875000 Penalty: 4578.004883
	Iteration 69Q: 3 clusters Score -860599.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -860601.812500 Penalty: 4578.004883
	Iteration 70Q: 3 clusters Score -860601.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -860603.062500 Penalty: 4578.004883
	Iteration 71Q: 3 clusters Score -860603.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -860605.750000 Penalty: 4578.004883
	Iteration 72Q: 3 clusters Score -860605.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -860607.687500 Penalty: 4578.004883
	Iteration 73Q: 3 clusters Score -860607.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -860609.437500 Penalty: 4578.004883
	Iteration 74Q: 3 clusters Score -860609.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -860611.562500 Penalty: 4578.004883
	Iteration 75Q: 3 clusters Score -860611.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -860613.250000 Penalty: 4578.004883
	Iteration 76Q: 3 clusters Score -860613.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -860615.687500 Penalty: 4578.004883
	Iteration 77Q: 3 clusters Score -860615.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -860619.187500 Penalty: 4578.004883
	Iteration 78Q: 3 clusters Score -860619.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -860625.562500 Penalty: 4578.004883
	Iteration 79Q: 3 clusters Score -860625.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -860632.187500 Penalty: 4578.004883
	Iteration 80F: 3 clusters Score -860632.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -860643.250000 Penalty: 4578.004883
	Iteration 81Q: 3 clusters Score -860643.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -860648.437500 Penalty: 4578.004883
	Iteration 82Q: 3 clusters Score -860648.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -860656.500000 Penalty: 4578.004883
	Iteration 83Q: 3 clusters Score -860656.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -860665.937500 Penalty: 4578.004883
	Iteration 84Q: 3 clusters Score -860665.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -860678.562500 Penalty: 4578.004883
	Iteration 85Q: 3 clusters Score -860678.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -860688.000000 Penalty: 4578.004883
	Iteration 86Q: 3 clusters Score -860688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -860702.750000 Penalty: 4578.004883
	Iteration 87Q: 3 clusters Score -860702.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -860714.000000 Penalty: 4578.004883
	Iteration 88Q: 3 clusters Score -860714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -860719.500000 Penalty: 4578.004883
	Iteration 89Q: 3 clusters Score -860719.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -860721.937500 Penalty: 4578.004883
	Iteration 90Q: 3 clusters Score -860721.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -860726.250000 Penalty: 4578.004883
	Iteration 91Q: 3 clusters Score -860726.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -860729.875000 Penalty: 4578.004883
	Iteration 92Q: 3 clusters Score -860729.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -860736.000000 Penalty: 4578.004883
	Iteration 93Q: 3 clusters Score -860736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -860739.125000 Penalty: 4578.004883
	Iteration 94Q: 3 clusters Score -860739.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -860740.000000 Penalty: 4578.004883
	Iteration 95Q: 3 clusters Score -860740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -860743.125000 Penalty: 4578.004883
	Iteration 96Q: 3 clusters Score -860743.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -860742.625000 Penalty: 4578.004883
	Iteration 97Q: 3 clusters Score -860742.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -860745.437500 Penalty: 4578.004883
	Iteration 98Q: 3 clusters Score -860745.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -860745.562500 Penalty: 4578.004883
	Iteration 99Q: 3 clusters Score -860745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -860746.187500 Penalty: 4578.004883
	Iteration 100F: 3 clusters Score -860746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -860747.312500 Penalty: 4578.004883
	Iteration 101Q: 3 clusters Score -860747.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -860749.937500 Penalty: 4578.004883
	Iteration 102Q: 3 clusters Score -860749.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -860749.250000 Penalty: 4578.004883
	Iteration 103Q: 3 clusters Score -860749.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -860750.687500 Penalty: 4578.004883
	Iteration 104Q: 3 clusters Score -860750.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -860752.375000 Penalty: 4578.004883
	Iteration 105Q: 3 clusters Score -860752.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -860750.875000 Penalty: 4578.004883
	Iteration 106Q: 3 clusters Score -860750.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -860751.500000 Penalty: 4578.004883
	Iteration 107Q: 3 clusters Score -860751.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -860751.500000 Penalty: 4578.004883
	Iteration 108F: 3 clusters Score -860751.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -850495.750000 Penalty: 2259.271973
	Iteration 0F: 2 clusters Score -850495.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -843439.437500 Penalty: 4518.543945
	Iteration 0F: 3 clusters Score -843439.4 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -845392.500000 Penalty: 4518.543945
	Iteration 1F: 3 clusters Score -845392.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -845671.250000 Penalty: 4518.543945
	Iteration 2F: 3 clusters Score -845671.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -845865.125000 Penalty: 4518.543945
	Iteration 3Q: 3 clusters Score -845865.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -846061.937500 Penalty: 4518.543945
	Iteration 4Q: 3 clusters Score -846061.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -846295.562500 Penalty: 4518.543945
	Iteration 5Q: 3 clusters Score -846295.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -846600.000000 Penalty: 4518.543945
	Iteration 6Q: 3 clusters Score -846600 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -846984.562500 Penalty: 4518.543945
	Iteration 7Q: 3 clusters Score -846984.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -847428.437500 Penalty: 4518.543945
	Iteration 8F: 3 clusters Score -847428.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -847918.500000 Penalty: 4518.543945
	Iteration 9F: 3 clusters Score -847918.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -848375.125000 Penalty: 4518.543945
	Iteration 10F: 3 clusters Score -848375.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -848766.312500 Penalty: 4518.543945
	Iteration 11F: 3 clusters Score -848766.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -849079.937500 Penalty: 4518.543945
	Iteration 12Q: 3 clusters Score -849079.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -849268.750000 Penalty: 4518.543945
	Iteration 13Q: 3 clusters Score -849268.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -849380.937500 Penalty: 4518.543945
	Iteration 14Q: 3 clusters Score -849380.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -849486.937500 Penalty: 4518.543945
	Iteration 15Q: 3 clusters Score -849486.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -849599.000000 Penalty: 4518.543945
	Iteration 16Q: 3 clusters Score -849599 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -849672.875000 Penalty: 4518.543945
	Iteration 17Q: 3 clusters Score -849672.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -849724.937500 Penalty: 4518.543945
	Iteration 18Q: 3 clusters Score -849724.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -849767.812500 Penalty: 4518.543945
	Iteration 19Q: 3 clusters Score -849767.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -849803.687500 Penalty: 4518.543945
	Iteration 20F: 3 clusters Score -849803.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -849822.437500 Penalty: 4518.543945
	Iteration 21Q: 3 clusters Score -849822.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -849833.437500 Penalty: 4518.543945
	Iteration 22Q: 3 clusters Score -849833.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -849840.000000 Penalty: 4518.543945
	Iteration 23Q: 3 clusters Score -849840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -849847.937500 Penalty: 4518.543945
	Iteration 24Q: 3 clusters Score -849847.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -849853.187500 Penalty: 4518.543945
	Iteration 25Q: 3 clusters Score -849853.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -849855.125000 Penalty: 4518.543945
	Iteration 26Q: 3 clusters Score -849855.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -849859.312500 Penalty: 4518.543945
	Iteration 27Q: 3 clusters Score -849859.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -849859.750000 Penalty: 4518.543945
	Iteration 28Q: 3 clusters Score -849859.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -849861.375000 Penalty: 4518.543945
	Iteration 29Q: 3 clusters Score -849861.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -849864.937500 Penalty: 4518.543945
	Iteration 30Q: 3 clusters Score -849864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -849865.500000 Penalty: 4518.543945
	Iteration 31Q: 3 clusters Score -849865.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -849865.562500 Penalty: 4518.543945
	Iteration 32Q: 3 clusters Score -849865.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -849866.125000 Penalty: 4518.543945
	Iteration 33Q: 3 clusters Score -849866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -849866.187500 Penalty: 4518.543945
	Iteration 34Q: 3 clusters Score -849866.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -849868.187500 Penalty: 4518.543945
	Iteration 35Q: 3 clusters Score -849868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -849868.187500 Penalty: 4518.543945
	Iteration 36Q: 3 clusters Score -849868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -849868.187500 Penalty: 4518.543945
	Iteration 37F: 3 clusters Score -849868.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Entering Unmasked Estep 
Score: -2470516.750000 Penalty: 2518.330078
	Iteration 0F: 2 clusters Score -2470517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2452712.500000 Penalty: 5036.660156
	Iteration 0F: 3 clusters Score -2452712 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2459164.500000 Penalty: 5036.660156
	Iteration 1F: 3 clusters Score -2459164 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2459930.250000 Penalty: 5036.660156
	Iteration 2F: 3 clusters Score -2459930 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2460973.000000 Penalty: 5036.660156
	Iteration 3F: 3 clusters Score -2460973 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2462202.750000 Penalty: 5036.660156
	Iteration 4F: 3 clusters Score -2462203 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2463490.500000 Penalty: 5036.660156
	Iteration 5F: 3 clusters Score -2463490 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2464750.000000 Penalty: 5036.660156
	Iteration 6F: 3 clusters Score -2464750 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2465925.000000 Penalty: 5036.660156
	Iteration 7F: 3 clusters Score -2465925 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2466848.000000 Penalty: 5036.660156
	Iteration 8F: 3 clusters Score -2466848 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2467570.750000 Penalty: 5036.660156
	Iteration 9Q: 3 clusters Score -2467571 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2468059.750000 Penalty: 5036.660156
	Iteration 10Q: 3 clusters Score -2468060 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2468378.500000 Penalty: 5036.660156
	Iteration 11Q: 3 clusters Score -2468378 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2468564.750000 Penalty: 5036.660156
	Iteration 12Q: 3 clusters Score -2468565 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2468693.500000 Penalty: 5036.660156
	Iteration 13Q: 3 clusters Score -2468694 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2468770.250000 Penalty: 5036.660156
	Iteration 14Q: 3 clusters Score -2468770 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2468816.250000 Penalty: 5036.660156
	Iteration 15Q: 3 clusters Score -2468816 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2468859.250000 Penalty: 5036.660156
	Iteration 16Q: 3 clusters Score -2468859 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2468883.000000 Penalty: 5036.660156
	Iteration 17Q: 3 clusters Score -2468883 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2468903.000000 Penalty: 5036.660156
	Iteration 18Q: 3 clusters Score -2468903 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2468914.000000 Penalty: 5036.660156
	Iteration 19Q: 3 clusters Score -2468914 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2468917.500000 Penalty: 5036.660156
	Iteration 20F: 3 clusters Score -2468918 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2468922.750000 Penalty: 5036.660156
	Iteration 21Q: 3 clusters Score -2468923 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2468933.250000 Penalty: 5036.660156
	Iteration 22Q: 3 clusters Score -2468933 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2468937.750000 Penalty: 5036.660156
	Iteration 23Q: 3 clusters Score -2468938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2468938.000000 Penalty: 5036.660156
	Iteration 24Q: 3 clusters Score -2468938 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2468940.000000 Penalty: 5036.660156
	Iteration 25Q: 3 clusters Score -2468940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2468946.500000 Penalty: 5036.660156
	Iteration 26Q: 3 clusters Score -2468946 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2468958.250000 Penalty: 5036.660156
	Iteration 27Q: 3 clusters Score -2468958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2468964.750000 Penalty: 5036.660156
	Iteration 28Q: 3 clusters Score -2468965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2468964.000000 Penalty: 5036.660156
	Iteration 29Q: 3 clusters Score -2468964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2468967.000000 Penalty: 5036.660156
	Iteration 30Q: 3 clusters Score -2468967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2468967.750000 Penalty: 5036.660156
	Iteration 31Q: 3 clusters Score -2468968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2468967.750000 Penalty: 5036.660156
	Iteration 32Q: 3 clusters Score -2468968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2468968.250000 Penalty: 5036.660156
	Iteration 33Q: 3 clusters Score -2468968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2468968.250000 Penalty: 5036.660156
	Iteration 34Q: 3 clusters Score -2468968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2468965.500000 Penalty: 5036.660156
	Iteration 35Q: 3 clusters Score -2468966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2468966.000000 Penalty: 5036.660156
	Iteration 36Q: 3 clusters Score -2468966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2468961.250000 Penalty: 5036.660156
	Iteration 37Q: 3 clusters Score -2468961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2468962.750000 Penalty: 5036.660156
	Iteration 38Q: 3 clusters Score -2468963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2468966.000000 Penalty: 5036.660156
	Iteration 39Q: 3 clusters Score -2468966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2468965.750000 Penalty: 5036.660156
	Iteration 40F: 3 clusters Score -2468966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2468964.500000 Penalty: 5036.660156
	Iteration 41Q: 3 clusters Score -2468964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2468965.500000 Penalty: 5036.660156
	Iteration 42Q: 3 clusters Score -2468966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2468967.250000 Penalty: 5036.660156
	Iteration 43Q: 3 clusters Score -2468967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2468968.750000 Penalty: 5036.660156
	Iteration 44Q: 3 clusters Score -2468969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2468965.750000 Penalty: 5036.660156
	Iteration 45Q: 3 clusters Score -2468966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2468967.000000 Penalty: 5036.660156
	Iteration 46Q: 3 clusters Score -2468967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2468967.000000 Penalty: 5036.660156
	Iteration 47F: 3 clusters Score -2468967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Entering Unmasked Estep 
Score: -808141.437500 Penalty: 2251.218750
	Iteration 0F: 2 clusters Score -808141.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -801310.562500 Penalty: 4502.437500
	Iteration 0F: 3 clusters Score -801310.6 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -803381.375000 Penalty: 4502.437500
	Iteration 1F: 3 clusters Score -803381.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -803782.812500 Penalty: 4502.437500
	Iteration 2F: 3 clusters Score -803782.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -804155.687500 Penalty: 4502.437500
	Iteration 3F: 3 clusters Score -804155.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -804504.375000 Penalty: 4502.437500
	Iteration 4F: 3 clusters Score -804504.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -804861.375000 Penalty: 4502.437500
	Iteration 5F: 3 clusters Score -804861.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -805211.750000 Penalty: 4502.437500
	Iteration 6F: 3 clusters Score -805211.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -805582.500000 Penalty: 4502.437500
	Iteration 7F: 3 clusters Score -805582.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -805897.312500 Penalty: 4502.437500
	Iteration 8Q: 3 clusters Score -805897.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -806126.937500 Penalty: 4502.437500
	Iteration 9Q: 3 clusters Score -806126.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -806275.437500 Penalty: 4502.437500
	Iteration 10Q: 3 clusters Score -806275.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -806384.687500 Penalty: 4502.437500
	Iteration 11Q: 3 clusters Score -806384.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -806466.250000 Penalty: 4502.437500
	Iteration 12Q: 3 clusters Score -806466.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -806526.000000 Penalty: 4502.437500
	Iteration 13Q: 3 clusters Score -806526 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -806587.937500 Penalty: 4502.437500
	Iteration 14Q: 3 clusters Score -806587.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -806628.562500 Penalty: 4502.437500
	Iteration 15Q: 3 clusters Score -806628.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -806660.125000 Penalty: 4502.437500
	Iteration 16Q: 3 clusters Score -806660.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -806688.437500 Penalty: 4502.437500
	Iteration 17Q: 3 clusters Score -806688.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -806708.125000 Penalty: 4502.437500
	Iteration 18Q: 3 clusters Score -806708.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -806726.062500 Penalty: 4502.437500
	Iteration 19Q: 3 clusters Score -806726.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -806736.625000 Penalty: 4502.437500
	Iteration 20F: 3 clusters Score -806736.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -806746.000000 Penalty: 4502.437500
	Iteration 21Q: 3 clusters Score -806746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -806750.937500 Penalty: 4502.437500
	Iteration 22Q: 3 clusters Score -806750.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -806755.000000 Penalty: 4502.437500
	Iteration 23Q: 3 clusters Score -806755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -806763.375000 Penalty: 4502.437500
	Iteration 24Q: 3 clusters Score -806763.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -806768.437500 Penalty: 4502.437500
	Iteration 25Q: 3 clusters Score -806768.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -806771.687500 Penalty: 4502.437500
	Iteration 26Q: 3 clusters Score -806771.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -806772.375000 Penalty: 4502.437500
	Iteration 27Q: 3 clusters Score -806772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -806771.812500 Penalty: 4502.437500
	Iteration 28Q: 3 clusters Score -806771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -806773.562500 Penalty: 4502.437500
	Iteration 29Q: 3 clusters Score -806773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -806775.437500 Penalty: 4502.437500
	Iteration 30Q: 3 clusters Score -806775.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -806777.000000 Penalty: 4502.437500
	Iteration 31Q: 3 clusters Score -806777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -806778.750000 Penalty: 4502.437500
	Iteration 32Q: 3 clusters Score -806778.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -806779.000000 Penalty: 4502.437500
	Iteration 33Q: 3 clusters Score -806779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -806779.000000 Penalty: 4502.437500
	Iteration 34F: 3 clusters Score -806779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Entering Unmasked Estep 
Score: -587884.750000 Penalty: 2171.774414
	Iteration 0F: 2 clusters Score -587884.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -582560.750000 Penalty: 4343.548828
	Iteration 0F: 3 clusters Score -582560.8 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -583903.437500 Penalty: 4343.548828
	Iteration 1F: 3 clusters Score -583903.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -584133.187500 Penalty: 4343.548828
	Iteration 2F: 3 clusters Score -584133.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -584286.250000 Penalty: 4343.548828
	Iteration 3Q: 3 clusters Score -584286.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -584378.437500 Penalty: 4343.548828
	Iteration 4Q: 3 clusters Score -584378.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -584451.375000 Penalty: 4343.548828
	Iteration 5Q: 3 clusters Score -584451.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -584521.437500 Penalty: 4343.548828
	Iteration 6Q: 3 clusters Score -584521.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -584613.125000 Penalty: 4343.548828
	Iteration 7Q: 3 clusters Score -584613.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -584712.937500 Penalty: 4343.548828
	Iteration 8Q: 3 clusters Score -584712.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -584820.937500 Penalty: 4343.548828
	Iteration 9Q: 3 clusters Score -584820.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -584918.625000 Penalty: 4343.548828
	Iteration 10Q: 3 clusters Score -584918.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -585020.562500 Penalty: 4343.548828
	Iteration 11Q: 3 clusters Score -585020.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -585122.812500 Penalty: 4343.548828
	Iteration 12Q: 3 clusters Score -585122.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -585221.375000 Penalty: 4343.548828
	Iteration 13Q: 3 clusters Score -585221.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -585307.750000 Penalty: 4343.548828
	Iteration 14Q: 3 clusters Score -585307.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -585380.625000 Penalty: 4343.548828
	Iteration 15Q: 3 clusters Score -585380.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -585450.562500 Penalty: 4343.548828
	Iteration 16Q: 3 clusters Score -585450.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -585529.500000 Penalty: 4343.548828
	Iteration 17Q: 3 clusters Score -585529.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -585607.625000 Penalty: 4343.548828
	Iteration 18Q: 3 clusters Score -585607.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -585670.062500 Penalty: 4343.548828
	Iteration 19Q: 3 clusters Score -585670.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -585721.500000 Penalty: 4343.548828
	Iteration 20F: 3 clusters Score -585721.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -585761.500000 Penalty: 4343.548828
	Iteration 21Q: 3 clusters Score -585761.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -585802.687500 Penalty: 4343.548828
	Iteration 22Q: 3 clusters Score -585802.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -585827.500000 Penalty: 4343.548828
	Iteration 23Q: 3 clusters Score -585827.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -585847.062500 Penalty: 4343.548828
	Iteration 24Q: 3 clusters Score -585847.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -585865.437500 Penalty: 4343.548828
	Iteration 25Q: 3 clusters Score -585865.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -585883.687500 Penalty: 4343.548828
	Iteration 26Q: 3 clusters Score -585883.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -585902.125000 Penalty: 4343.548828
	Iteration 27Q: 3 clusters Score -585902.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -585918.250000 Penalty: 4343.548828
	Iteration 28Q: 3 clusters Score -585918.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -585926.000000 Penalty: 4343.548828
	Iteration 29Q: 3 clusters Score -585926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -585934.250000 Penalty: 4343.548828
	Iteration 30Q: 3 clusters Score -585934.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -585942.250000 Penalty: 4343.548828
	Iteration 31Q: 3 clusters Score -585942.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -585950.562500 Penalty: 4343.548828
	Iteration 32Q: 3 clusters Score -585950.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -585961.375000 Penalty: 4343.548828
	Iteration 33Q: 3 clusters Score -585961.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -585971.937500 Penalty: 4343.548828
	Iteration 34Q: 3 clusters Score -585971.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -585977.375000 Penalty: 4343.548828
	Iteration 35Q: 3 clusters Score -585977.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -585985.250000 Penalty: 4343.548828
	Iteration 36Q: 3 clusters Score -585985.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -585990.937500 Penalty: 4343.548828
	Iteration 37Q: 3 clusters Score -585990.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -585996.125000 Penalty: 4343.548828
	Iteration 38Q: 3 clusters Score -585996.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -586000.125000 Penalty: 4343.548828
	Iteration 39Q: 3 clusters Score -586000.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -586001.687500 Penalty: 4343.548828
	Iteration 40F: 3 clusters Score -586001.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -586004.562500 Penalty: 4343.548828
	Iteration 41Q: 3 clusters Score -586004.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -586007.250000 Penalty: 4343.548828
	Iteration 42Q: 3 clusters Score -586007.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -586008.625000 Penalty: 4343.548828
	Iteration 43Q: 3 clusters Score -586008.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -586009.375000 Penalty: 4343.548828
	Iteration 44Q: 3 clusters Score -586009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -586012.687500 Penalty: 4343.548828
	Iteration 45Q: 3 clusters Score -586012.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -586013.812500 Penalty: 4343.548828
	Iteration 46Q: 3 clusters Score -586013.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -586016.187500 Penalty: 4343.548828
	Iteration 47Q: 3 clusters Score -586016.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -586018.125000 Penalty: 4343.548828
	Iteration 48Q: 3 clusters Score -586018.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -586020.000000 Penalty: 4343.548828
	Iteration 49Q: 3 clusters Score -586020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -586021.937500 Penalty: 4343.548828
	Iteration 50Q: 3 clusters Score -586021.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -586024.500000 Penalty: 4343.548828
	Iteration 51Q: 3 clusters Score -586024.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -586024.375000 Penalty: 4343.548828
	Iteration 52Q: 3 clusters Score -586024.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -586024.375000 Penalty: 4343.548828
	Iteration 53Q: 3 clusters Score -586024.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -586024.250000 Penalty: 4343.548828
	Iteration 54Q: 3 clusters Score -586024.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -586024.250000 Penalty: 4343.548828
	Iteration 55F: 3 clusters Score -586024.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Entering Unmasked Estep 
Score: -797827.500000 Penalty: 2243.304688
	Iteration 0F: 2 clusters Score -797827.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -791158.750000 Penalty: 4486.609375
	Iteration 0F: 3 clusters Score -791158.8 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -792961.125000 Penalty: 4486.609375
	Iteration 1F: 3 clusters Score -792961.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -793215.687500 Penalty: 4486.609375
	Iteration 2F: 3 clusters Score -793215.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -793403.062500 Penalty: 4486.609375
	Iteration 3Q: 3 clusters Score -793403.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -793577.750000 Penalty: 4486.609375
	Iteration 4Q: 3 clusters Score -793577.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -793750.562500 Penalty: 4486.609375
	Iteration 5Q: 3 clusters Score -793750.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -793948.562500 Penalty: 4486.609375
	Iteration 6Q: 3 clusters Score -793948.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -794172.625000 Penalty: 4486.609375
	Iteration 7Q: 3 clusters Score -794172.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -794432.687500 Penalty: 4486.609375
	Iteration 8Q: 3 clusters Score -794432.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -794711.375000 Penalty: 4486.609375
	Iteration 9Q: 3 clusters Score -794711.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -795004.562500 Penalty: 4486.609375
	Iteration 10Q: 3 clusters Score -795004.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -795343.812500 Penalty: 4486.609375
	Iteration 11Q: 3 clusters Score -795343.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -795761.187500 Penalty: 4486.609375
	Iteration 12Q: 3 clusters Score -795761.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -796155.437500 Penalty: 4486.609375
	Iteration 13Q: 3 clusters Score -796155.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -796552.750000 Penalty: 4486.609375
	Iteration 14Q: 3 clusters Score -796552.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -796882.000000 Penalty: 4486.609375
	Iteration 15Q: 3 clusters Score -796882 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -797159.875000 Penalty: 4486.609375
	Iteration 16Q: 3 clusters Score -797159.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -797368.937500 Penalty: 4486.609375
	Iteration 17Q: 3 clusters Score -797368.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -797469.687500 Penalty: 4486.609375
	Iteration 18Q: 3 clusters Score -797469.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -797496.625000 Penalty: 4486.609375
	Iteration 19Q: 3 clusters Score -797496.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -797506.187500 Penalty: 4486.609375
	Iteration 20F: 3 clusters Score -797506.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -797508.687500 Penalty: 4486.609375
	Iteration 21Q: 3 clusters Score -797508.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -797509.687500 Penalty: 4486.609375
	Iteration 22Q: 3 clusters Score -797509.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -797512.750000 Penalty: 4486.609375
	Iteration 23Q: 3 clusters Score -797512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -797513.312500 Penalty: 4486.609375
	Iteration 24Q: 3 clusters Score -797513.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -797513.312500 Penalty: 4486.609375
	Iteration 25F: 3 clusters Score -797513.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Entering Unmasked Estep 
Score: -333992.343750 Penalty: 2030.036011
	Iteration 0F: 2 clusters Score -333992.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -330408.281250 Penalty: 4060.072021
	Iteration 0F: 3 clusters Score -330408.3 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -331228.156250 Penalty: 4060.072021
	Iteration 1F: 3 clusters Score -331228.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -331495.687500 Penalty: 4060.072021
	Iteration 2F: 3 clusters Score -331495.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -331708.281250 Penalty: 4060.072021
	Iteration 3F: 3 clusters Score -331708.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -331927.437500 Penalty: 4060.072021
	Iteration 4F: 3 clusters Score -331927.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -332156.843750 Penalty: 4060.072021
	Iteration 5F: 3 clusters Score -332156.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -332398.625000 Penalty: 4060.072021
	Iteration 6F: 3 clusters Score -332398.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -332622.343750 Penalty: 4060.072021
	Iteration 7F: 3 clusters Score -332622.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -332785.343750 Penalty: 4060.072021
	Iteration 8Q: 3 clusters Score -332785.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -332908.093750 Penalty: 4060.072021
	Iteration 9Q: 3 clusters Score -332908.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -332969.812500 Penalty: 4060.072021
	Iteration 10Q: 3 clusters Score -332969.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -333009.281250 Penalty: 4060.072021
	Iteration 11Q: 3 clusters Score -333009.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -333032.906250 Penalty: 4060.072021
	Iteration 12Q: 3 clusters Score -333032.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -333048.250000 Penalty: 4060.072021
	Iteration 13Q: 3 clusters Score -333048.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -333056.156250 Penalty: 4060.072021
	Iteration 14Q: 3 clusters Score -333056.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -333063.031250 Penalty: 4060.072021
	Iteration 15Q: 3 clusters Score -333063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -333068.156250 Penalty: 4060.072021
	Iteration 16Q: 3 clusters Score -333068.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -333072.625000 Penalty: 4060.072021
	Iteration 17Q: 3 clusters Score -333072.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -333075.968750 Penalty: 4060.072021
	Iteration 18Q: 3 clusters Score -333076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -333079.343750 Penalty: 4060.072021
	Iteration 19Q: 3 clusters Score -333079.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -333082.187500 Penalty: 4060.072021
	Iteration 20F: 3 clusters Score -333082.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -333082.750000 Penalty: 4060.072021
	Iteration 21Q: 3 clusters Score -333082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -333083.968750 Penalty: 4060.072021
	Iteration 22Q: 3 clusters Score -333084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -333084.531250 Penalty: 4060.072021
	Iteration 23Q: 3 clusters Score -333084.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -333084.531250 Penalty: 4060.072021
	Iteration 24F: 3 clusters Score -333084.5 nChanged 0
23->35 Clusters: Score -157705504.000000, best is -157718272.000000

Starting from 24 clusters...
--- Clustering full data set of 1672023 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 72494 members 
Mstep: Class 3 contains 73410 members 
Mstep: Class 4 contains 73030 members 
Mstep: Class 5 contains 72810 members 
Mstep: Class 6 contains 72427 members 
Mstep: Class 7 contains 73048 members 
Mstep: Class 8 contains 72701 members 
Mstep: Class 9 contains 72318 members 
Mstep: Class 10 contains 72892 members 
Mstep: Class 11 contains 72485 members 
Mstep: Class 12 contains 73191 members 
Mstep: Class 13 contains 72898 members 
Mstep: Class 14 contains 72452 members 
Mstep: Class 15 contains 72576 members 
Mstep: Class 16 contains 72786 members 
Mstep: Class 17 contains 72634 members 
Mstep: Class 18 contains 72367 members 
Mstep: Class 19 contains 72605 members 
Mstep: Class 20 contains 72740 members 
Mstep: Class 21 contains 72865 members 
Mstep: Class 22 contains 72329 members 
Mstep: Class 23 contains 72103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1194.259155 but Gain 3553.726562
Score: -148976864.000000 Penalty: 78182.000000
Iteration 0F: 23 clusters Score -1.489769e+08 nChanged 1590254
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 79397 members 
Mstep: Class 2 contains 65587 members 
Mstep: Class 3 contains 121819 members 
Mstep: Class 4 contains 91724 members 
Mstep: Class 5 contains 52394 members 
Mstep: Class 6 contains 70047 members 
Mstep: Class 7 contains 73104 members 
Mstep: Class 8 contains 79399 members 
Mstep: Class 9 contains 66883 members 
Mstep: Class 10 contains 59251 members 
Mstep: Class 11 contains 59080 members 
Mstep: Class 12 contains 64948 members 
Mstep: Class 13 contains 72558 members 
Mstep: Class 14 contains 103226 members 
Mstep: Class 15 contains 44632 members 
Mstep: Class 16 contains 69869 members 
Mstep: Class 17 contains 45137 members 
Mstep: Class 19 contains 66621 members 
Mstep: Class 20 contains 65400 members 
Mstep: Class 21 contains 222982 members 
Mstep: Class 22 contains 51975 members 
Mstep: Class 23 contains 45910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153253504.000000 Penalty: 78182.000000
Iteration 1F: 23 clusters Score -1.532535e+08 nChanged 621278
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 108732 members 
Mstep: Class 2 contains 48135 members 
Mstep: Class 3 contains 115715 members 
Mstep: Class 4 contains 102516 members 
Mstep: Class 5 contains 36849 members 
Mstep: Class 6 contains 114364 members 
Mstep: Class 7 contains 70781 members 
Mstep: Class 8 contains 78888 members 
Mstep: Class 9 contains 66117 members 
Mstep: Class 10 contains 33314 members 
Mstep: Class 11 contains 56680 members 
Mstep: Class 12 contains 38628 members 
Mstep: Class 13 contains 53201 members 
Mstep: Class 14 contains 166493 members 
Mstep: Class 15 contains 39917 members 
Mstep: Class 16 contains 65530 members 
Mstep: Class 17 contains 27455 members 
Mstep: Class 19 contains 66352 members 
Mstep: Class 20 contains 57086 members 
Mstep: Class 21 contains 253684 members 
Mstep: Class 22 contains 43165 members 
Mstep: Class 23 contains 28382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154621424.000000 Penalty: 78182.000000
Iteration 2F: 23 clusters Score -1.546214e+08 nChanged 536015
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 105212 members 
Mstep: Class 2 contains 27617 members 
Mstep: Class 3 contains 87440 members 
Mstep: Class 4 contains 91372 members 
Mstep: Class 5 contains 27161 members 
Mstep: Class 6 contains 209958 members 
Mstep: Class 7 contains 83589 members 
Mstep: Class 8 contains 91048 members 
Mstep: Class 9 contains 61711 members 
Mstep: Class 10 contains 18634 members 
Mstep: Class 11 contains 40647 members 
Mstep: Class 12 contains 18484 members 
Mstep: Class 13 contains 46749 members 
Mstep: Class 14 contains 224880 members 
Mstep: Class 15 contains 39077 members 
Mstep: Class 16 contains 47208 members 
Mstep: Class 17 contains 13722 members 
Mstep: Class 19 contains 63761 members 
Mstep: Class 20 contains 44451 members 
Mstep: Class 21 contains 266094 members 
Mstep: Class 22 contains 42721 members 
Mstep: Class 23 contains 20457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155585264.000000 Penalty: 78182.000000
Iteration 3F: 23 clusters Score -1.555853e+08 nChanged 435295
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 15105 members 
Mstep: Class 3 contains 51733 members 
Mstep: Class 4 contains 78154 members 
Mstep: Class 5 contains 21426 members 
Mstep: Class 6 contains 318571 members 
Mstep: Class 7 contains 99927 members 
Mstep: Class 8 contains 94461 members 
Mstep: Class 9 contains 53394 members 
Mstep: Class 10 contains 12905 members 
Mstep: Class 11 contains 22148 members 
Mstep: Class 12 contains 9430 members 
Mstep: Class 13 contains 49798 members 
Mstep: Class 14 contains 290108 members 
Mstep: Class 15 contains 33928 members 
Mstep: Class 16 contains 27900 members 
Mstep: Class 17 contains 6981 members 
Mstep: Class 19 contains 65845 members 
Mstep: Class 20 contains 40446 members 
Mstep: Class 21 contains 251835 members 
Mstep: Class 22 contains 44759 members 
Mstep: Class 23 contains 14555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156254976.000000 Penalty: 78182.000000
Iteration 4F: 23 clusters Score -1.56255e+08 nChanged 323113
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 8262 members 
Mstep: Class 3 contains 27261 members 
Mstep: Class 4 contains 73072 members 
Mstep: Class 5 contains 18734 members 
Mstep: Class 6 contains 400032 members 
Mstep: Class 7 contains 128214 members 
Mstep: Class 8 contains 92871 members 
Mstep: Class 9 contains 37991 members 
Mstep: Class 10 contains 10580 members 
Mstep: Class 11 contains 10203 members 
Mstep: Class 12 contains 6497 members 
Mstep: Class 13 contains 52801 members 
Mstep: Class 14 contains 334131 members 
Mstep: Class 15 contains 27241 members 
Mstep: Class 16 contains 15101 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 19 contains 58627 members 
Mstep: Class 20 contains 45458 members 
Mstep: Class 21 contains 224681 members 
Mstep: Class 22 contains 45428 members 
Mstep: Class 23 contains 9932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156642064.000000 Penalty: 78182.000000
Iteration 5F: 23 clusters Score -1.566421e+08 nChanged 212609
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 5004 members 
Mstep: Class 3 contains 15834 members 
Mstep: Class 4 contains 81532 members 
Mstep: Class 5 contains 18567 members 
Mstep: Class 6 contains 439866 members 
Mstep: Class 7 contains 165746 members 
Mstep: Class 8 contains 91758 members 
Mstep: Class 9 contains 22188 members 
Mstep: Class 10 contains 7848 members 
Mstep: Class 11 contains 5285 members 
Mstep: Class 12 contains 6372 members 
Mstep: Class 13 contains 53969 members 
Mstep: Class 14 contains 354134 members 
Mstep: Class 15 contains 24055 members 
Mstep: Class 16 contains 7717 members 
Mstep: Class 17 contains 6810 members 
Mstep: Class 19 contains 45253 members 
Mstep: Class 20 contains 45776 members 
Mstep: Class 21 contains 198600 members 
Mstep: Class 22 contains 43966 members 
Mstep: Class 23 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3443.890869 but Gain 3553.726562
Score: -156827680.000000 Penalty: 74628.273438
Iteration 6F: 22 clusters Score -1.568277e+08 nChanged 142939
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 3499 members 
Mstep: Class 3 contains 11133 members 
Mstep: Class 4 contains 93437 members 
Mstep: Class 5 contains 18786 members 
Mstep: Class 6 contains 462563 members 
Mstep: Class 7 contains 197843 members 
Mstep: Class 8 contains 90555 members 
Mstep: Class 9 contains 14218 members 
Mstep: Class 10 contains 5125 members 
Mstep: Class 11 contains 3426 members 
Mstep: Class 12 contains 8285 members 
Mstep: Class 13 contains 55017 members 
Mstep: Class 14 contains 361082 members 
Mstep: Class 15 contains 22931 members 
Mstep: Class 17 contains 9145 members 
Mstep: Class 19 contains 32212 members 
Mstep: Class 20 contains 40367 members 
Mstep: Class 21 contains 180033 members 
Mstep: Class 22 contains 42983 members 
Mstep: Class 23 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3022.470215 but Gain 3553.726562
Score: -156951888.000000 Penalty: 71074.546875
Iteration 7F: 21 clusters Score -1.569519e+08 nChanged 96585
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 3 contains 9064 members 
Mstep: Class 4 contains 104497 members 
Mstep: Class 5 contains 18971 members 
Mstep: Class 6 contains 476001 members 
Mstep: Class 7 contains 217210 members 
Mstep: Class 8 contains 88502 members 
Mstep: Class 9 contains 11672 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 2673 members 
Mstep: Class 12 contains 12146 members 
Mstep: Class 13 contains 55565 members 
Mstep: Class 14 contains 362219 members 
Mstep: Class 15 contains 22348 members 
Mstep: Class 17 contains 10944 members 
Mstep: Class 19 contains 22264 members 
Mstep: Class 20 contains 34630 members 
Mstep: Class 21 contains 166172 members 
Mstep: Class 22 contains 42342 members 
Mstep: Class 23 contains 3259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2702.149170 but Gain 3553.734375
Score: -157028288.000000 Penalty: 67520.812500
Iteration 8F: 20 clusters Score -1.570283e+08 nChanged 68732
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 3 contains 7986 members 
Mstep: Class 4 contains 112735 members 
Mstep: Class 5 contains 18959 members 
Mstep: Class 6 contains 485151 members 
Mstep: Class 7 contains 227527 members 
Mstep: Class 8 contains 85491 members 
Mstep: Class 9 contains 11667 members 
Mstep: Class 10 contains 5258 members 
Mstep: Class 11 contains 2508 members 
Mstep: Class 12 contains 17416 members 
Mstep: Class 13 contains 55237 members 
Mstep: Class 14 contains 361433 members 
Mstep: Class 15 contains 21445 members 
Mstep: Class 17 contains 12095 members 
Mstep: Class 19 contains 16014 members 
Mstep: Class 20 contains 31596 members 
Mstep: Class 21 contains 155263 members 
Mstep: Class 22 contains 41609 members 
Mstep: Class 23 contains 2613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 3069.985352 but Gain 3553.722656
Score: -157076656.000000 Penalty: 63967.089844
Iteration 9Q: 19 clusters Score -1.570767e+08 nChanged 47980
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 3 contains 7459 members 
Mstep: Class 4 contains 118345 members 
Mstep: Class 5 contains 18945 members 
Mstep: Class 6 contains 490606 members 
Mstep: Class 7 contains 230074 members 
Mstep: Class 8 contains 82445 members 
Mstep: Class 9 contains 12794 members 
Mstep: Class 10 contains 6574 members 
Mstep: Class 11 contains 2722 members 
Mstep: Class 12 contains 22598 members 
Mstep: Class 13 contains 54882 members 
Mstep: Class 14 contains 359807 members 
Mstep: Class 15 contains 20736 members 
Mstep: Class 17 contains 12695 members 
Mstep: Class 19 contains 12560 members 
Mstep: Class 20 contains 30481 members 
Mstep: Class 21 contains 147561 members 
Mstep: Class 22 contains 40719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157104160.000000 Penalty: 63967.089844
Iteration 10Q: 19 clusters Score -1.571042e+08 nChanged 34133
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 7356 members 
Mstep: Class 4 contains 121775 members 
Mstep: Class 5 contains 18969 members 
Mstep: Class 6 contains 493315 members 
Mstep: Class 7 contains 231002 members 
Mstep: Class 8 contains 79979 members 
Mstep: Class 9 contains 14522 members 
Mstep: Class 10 contains 7369 members 
Mstep: Class 11 contains 3180 members 
Mstep: Class 12 contains 26844 members 
Mstep: Class 13 contains 54543 members 
Mstep: Class 14 contains 357622 members 
Mstep: Class 15 contains 20195 members 
Mstep: Class 17 contains 13044 members 
Mstep: Class 19 contains 11113 members 
Mstep: Class 20 contains 30345 members 
Mstep: Class 21 contains 141163 members 
Mstep: Class 22 contains 39668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157120800.000000 Penalty: 63967.089844
Iteration 11Q: 19 clusters Score -1.571208e+08 nChanged 27240
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 7708 members 
Mstep: Class 4 contains 124153 members 
Mstep: Class 5 contains 19129 members 
Mstep: Class 6 contains 494828 members 
Mstep: Class 7 contains 231379 members 
Mstep: Class 8 contains 77991 members 
Mstep: Class 9 contains 16416 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 3831 members 
Mstep: Class 12 contains 30286 members 
Mstep: Class 13 contains 54146 members 
Mstep: Class 14 contains 354995 members 
Mstep: Class 15 contains 19926 members 
Mstep: Class 17 contains 13286 members 
Mstep: Class 19 contains 10937 members 
Mstep: Class 20 contains 30665 members 
Mstep: Class 21 contains 135928 members 
Mstep: Class 22 contains 38583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157134416.000000 Penalty: 63967.089844
Iteration 12Q: 19 clusters Score -1.571344e+08 nChanged 22432
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 8381 members 
Mstep: Class 4 contains 125636 members 
Mstep: Class 5 contains 19362 members 
Mstep: Class 6 contains 495447 members 
Mstep: Class 7 contains 231564 members 
Mstep: Class 8 contains 76477 members 
Mstep: Class 9 contains 18105 members 
Mstep: Class 10 contains 8068 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 33079 members 
Mstep: Class 13 contains 53574 members 
Mstep: Class 14 contains 352233 members 
Mstep: Class 15 contains 19804 members 
Mstep: Class 17 contains 13558 members 
Mstep: Class 19 contains 11630 members 
Mstep: Class 20 contains 31266 members 
Mstep: Class 21 contains 131505 members 
Mstep: Class 22 contains 37641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157143920.000000 Penalty: 63967.089844
Iteration 13Q: 19 clusters Score -1.571439e+08 nChanged 18610
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 9071 members 
Mstep: Class 4 contains 126646 members 
Mstep: Class 5 contains 19609 members 
Mstep: Class 6 contains 495427 members 
Mstep: Class 7 contains 231688 members 
Mstep: Class 8 contains 75349 members 
Mstep: Class 9 contains 19386 members 
Mstep: Class 10 contains 8256 members 
Mstep: Class 11 contains 5583 members 
Mstep: Class 12 contains 35366 members 
Mstep: Class 13 contains 52937 members 
Mstep: Class 14 contains 349668 members 
Mstep: Class 15 contains 19755 members 
Mstep: Class 17 contains 14035 members 
Mstep: Class 19 contains 12693 members 
Mstep: Class 20 contains 31977 members 
Mstep: Class 21 contains 127850 members 
Mstep: Class 22 contains 36708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157151488.000000 Penalty: 63967.089844
Iteration 14Q: 19 clusters Score -1.571515e+08 nChanged 15208
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 9860 members 
Mstep: Class 4 contains 127271 members 
Mstep: Class 5 contains 19851 members 
Mstep: Class 6 contains 494840 members 
Mstep: Class 7 contains 231706 members 
Mstep: Class 8 contains 74518 members 
Mstep: Class 9 contains 20296 members 
Mstep: Class 10 contains 8413 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 37224 members 
Mstep: Class 13 contains 52343 members 
Mstep: Class 14 contains 347589 members 
Mstep: Class 15 contains 19751 members 
Mstep: Class 17 contains 14518 members 
Mstep: Class 19 contains 14031 members 
Mstep: Class 20 contains 32628 members 
Mstep: Class 21 contains 124800 members 
Mstep: Class 22 contains 35956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157157040.000000 Penalty: 63967.089844
Iteration 15Q: 19 clusters Score -1.57157e+08 nChanged 12842
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 10704 members 
Mstep: Class 4 contains 127815 members 
Mstep: Class 5 contains 20050 members 
Mstep: Class 6 contains 493881 members 
Mstep: Class 7 contains 231694 members 
Mstep: Class 8 contains 73895 members 
Mstep: Class 9 contains 20985 members 
Mstep: Class 10 contains 8552 members 
Mstep: Class 11 contains 7015 members 
Mstep: Class 12 contains 38833 members 
Mstep: Class 13 contains 51777 members 
Mstep: Class 14 contains 345969 members 
Mstep: Class 15 contains 19729 members 
Mstep: Class 17 contains 14929 members 
Mstep: Class 19 contains 15499 members 
Mstep: Class 20 contains 33113 members 
Mstep: Class 21 contains 122253 members 
Mstep: Class 22 contains 35311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157160320.000000 Penalty: 63967.089844
Iteration 16Q: 19 clusters Score -1.571603e+08 nChanged 11027
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 11614 members 
Mstep: Class 4 contains 128261 members 
Mstep: Class 5 contains 20283 members 
Mstep: Class 6 contains 492476 members 
Mstep: Class 7 contains 231613 members 
Mstep: Class 8 contains 73455 members 
Mstep: Class 9 contains 21507 members 
Mstep: Class 10 contains 8652 members 
Mstep: Class 11 contains 7464 members 
Mstep: Class 12 contains 40258 members 
Mstep: Class 13 contains 51172 members 
Mstep: Class 14 contains 344727 members 
Mstep: Class 15 contains 19716 members 
Mstep: Class 17 contains 15305 members 
Mstep: Class 19 contains 17081 members 
Mstep: Class 20 contains 33532 members 
Mstep: Class 21 contains 120138 members 
Mstep: Class 22 contains 34750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157163840.000000 Penalty: 63967.089844
Iteration 17Q: 19 clusters Score -1.571638e+08 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 12619 members 
Mstep: Class 4 contains 128560 members 
Mstep: Class 5 contains 20546 members 
Mstep: Class 6 contains 490729 members 
Mstep: Class 7 contains 231473 members 
Mstep: Class 8 contains 73097 members 
Mstep: Class 9 contains 21872 members 
Mstep: Class 10 contains 8742 members 
Mstep: Class 11 contains 7789 members 
Mstep: Class 12 contains 41471 members 
Mstep: Class 13 contains 50647 members 
Mstep: Class 14 contains 343783 members 
Mstep: Class 15 contains 19682 members 
Mstep: Class 17 contains 15617 members 
Mstep: Class 19 contains 18863 members 
Mstep: Class 20 contains 33900 members 
Mstep: Class 21 contains 118348 members 
Mstep: Class 22 contains 34266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157165600.000000 Penalty: 63967.089844
Iteration 18Q: 19 clusters Score -1.571656e+08 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 13699 members 
Mstep: Class 4 contains 128795 members 
Mstep: Class 5 contains 20786 members 
Mstep: Class 6 contains 488635 members 
Mstep: Class 7 contains 231393 members 
Mstep: Class 8 contains 72805 members 
Mstep: Class 9 contains 22159 members 
Mstep: Class 10 contains 8811 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 42505 members 
Mstep: Class 13 contains 50173 members 
Mstep: Class 14 contains 343049 members 
Mstep: Class 15 contains 19705 members 
Mstep: Class 17 contains 15792 members 
Mstep: Class 19 contains 20772 members 
Mstep: Class 20 contains 34218 members 
Mstep: Class 21 contains 116877 members 
Mstep: Class 22 contains 33815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157167440.000000 Penalty: 63967.089844
Iteration 19Q: 19 clusters Score -1.571674e+08 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 3 contains 14771 members 
Mstep: Class 4 contains 128984 members 
Mstep: Class 5 contains 21002 members 
Mstep: Class 6 contains 486241 members 
Mstep: Class 7 contains 231345 members 
Mstep: Class 8 contains 72558 members 
Mstep: Class 9 contains 22400 members 
Mstep: Class 10 contains 8866 members 
Mstep: Class 11 contains 8203 members 
Mstep: Class 12 contains 43491 members 
Mstep: Class 13 contains 49713 members 
Mstep: Class 14 contains 342441 members 
Mstep: Class 15 contains 19740 members 
Mstep: Class 17 contains 15879 members 
Mstep: Class 19 contains 22841 members 
Mstep: Class 20 contains 34489 members 
Mstep: Class 21 contains 115622 members 
Mstep: Class 22 contains 33418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157172384.000000 Penalty: 63967.089844
Iteration 20F: 19 clusters Score -1.571724e+08 nChanged 10366
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 15937 members 
Mstep: Class 4 contains 129059 members 
Mstep: Class 5 contains 21154 members 
Mstep: Class 6 contains 483321 members 
Mstep: Class 7 contains 231277 members 
Mstep: Class 8 contains 72285 members 
Mstep: Class 9 contains 22893 members 
Mstep: Class 10 contains 9264 members 
Mstep: Class 11 contains 8694 members 
Mstep: Class 12 contains 44935 members 
Mstep: Class 13 contains 48956 members 
Mstep: Class 14 contains 341395 members 
Mstep: Class 15 contains 19683 members 
Mstep: Class 17 contains 16315 members 
Mstep: Class 19 contains 25447 members 
Mstep: Class 20 contains 34951 members 
Mstep: Class 21 contains 113483 members 
Mstep: Class 22 contains 32958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157176240.000000 Penalty: 63967.089844
Iteration 21Q: 19 clusters Score -1.571762e+08 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 17051 members 
Mstep: Class 4 contains 129337 members 
Mstep: Class 5 contains 21347 members 
Mstep: Class 6 contains 479670 members 
Mstep: Class 7 contains 231217 members 
Mstep: Class 8 contains 72095 members 
Mstep: Class 9 contains 23232 members 
Mstep: Class 10 contains 9572 members 
Mstep: Class 11 contains 9049 members 
Mstep: Class 12 contains 46266 members 
Mstep: Class 13 contains 48243 members 
Mstep: Class 14 contains 340477 members 
Mstep: Class 15 contains 19600 members 
Mstep: Class 17 contains 16785 members 
Mstep: Class 19 contains 28390 members 
Mstep: Class 20 contains 35308 members 
Mstep: Class 21 contains 111845 members 
Mstep: Class 22 contains 32523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157179808.000000 Penalty: 63967.089844
Iteration 22Q: 19 clusters Score -1.571798e+08 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 18179 members 
Mstep: Class 4 contains 129612 members 
Mstep: Class 5 contains 21504 members 
Mstep: Class 6 contains 475523 members 
Mstep: Class 7 contains 231139 members 
Mstep: Class 8 contains 71998 members 
Mstep: Class 9 contains 23467 members 
Mstep: Class 10 contains 9802 members 
Mstep: Class 11 contains 9363 members 
Mstep: Class 12 contains 47501 members 
Mstep: Class 13 contains 47564 members 
Mstep: Class 14 contains 339741 members 
Mstep: Class 15 contains 19430 members 
Mstep: Class 17 contains 17182 members 
Mstep: Class 19 contains 31747 members 
Mstep: Class 20 contains 35648 members 
Mstep: Class 21 contains 110495 members 
Mstep: Class 22 contains 32112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157183648.000000 Penalty: 63967.089844
Iteration 23Q: 19 clusters Score -1.571836e+08 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 19204 members 
Mstep: Class 4 contains 129881 members 
Mstep: Class 5 contains 21668 members 
Mstep: Class 6 contains 470701 members 
Mstep: Class 7 contains 231112 members 
Mstep: Class 8 contains 71899 members 
Mstep: Class 9 contains 23671 members 
Mstep: Class 10 contains 10025 members 
Mstep: Class 11 contains 9611 members 
Mstep: Class 12 contains 48765 members 
Mstep: Class 13 contains 46900 members 
Mstep: Class 14 contains 339114 members 
Mstep: Class 15 contains 19245 members 
Mstep: Class 17 contains 17478 members 
Mstep: Class 19 contains 35660 members 
Mstep: Class 20 contains 35936 members 
Mstep: Class 21 contains 109394 members 
Mstep: Class 22 contains 31743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157187616.000000 Penalty: 63967.089844
Iteration 24Q: 19 clusters Score -1.571876e+08 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 20144 members 
Mstep: Class 4 contains 130116 members 
Mstep: Class 5 contains 21861 members 
Mstep: Class 6 contains 465090 members 
Mstep: Class 7 contains 231141 members 
Mstep: Class 8 contains 71776 members 
Mstep: Class 9 contains 23837 members 
Mstep: Class 10 contains 10228 members 
Mstep: Class 11 contains 9783 members 
Mstep: Class 12 contains 50045 members 
Mstep: Class 13 contains 46235 members 
Mstep: Class 14 contains 338638 members 
Mstep: Class 15 contains 19011 members 
Mstep: Class 17 contains 17755 members 
Mstep: Class 19 contains 40295 members 
Mstep: Class 20 contains 36241 members 
Mstep: Class 21 contains 108457 members 
Mstep: Class 22 contains 31354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157192768.000000 Penalty: 63967.089844
Iteration 25Q: 19 clusters Score -1.571928e+08 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 21064 members 
Mstep: Class 4 contains 130328 members 
Mstep: Class 5 contains 22022 members 
Mstep: Class 6 contains 458496 members 
Mstep: Class 7 contains 231254 members 
Mstep: Class 8 contains 71632 members 
Mstep: Class 9 contains 23971 members 
Mstep: Class 10 contains 10383 members 
Mstep: Class 11 contains 9916 members 
Mstep: Class 12 contains 51436 members 
Mstep: Class 13 contains 45568 members 
Mstep: Class 14 contains 338230 members 
Mstep: Class 15 contains 18781 members 
Mstep: Class 17 contains 17969 members 
Mstep: Class 19 contains 45791 members 
Mstep: Class 20 contains 36556 members 
Mstep: Class 21 contains 107611 members 
Mstep: Class 22 contains 30999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157198960.000000 Penalty: 63967.089844
Iteration 26Q: 19 clusters Score -1.57199e+08 nChanged 13805
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 21815 members 
Mstep: Class 4 contains 130543 members 
Mstep: Class 5 contains 22169 members 
Mstep: Class 6 contains 450919 members 
Mstep: Class 7 contains 231444 members 
Mstep: Class 8 contains 71467 members 
Mstep: Class 9 contains 24080 members 
Mstep: Class 10 contains 10497 members 
Mstep: Class 11 contains 10035 members 
Mstep: Class 12 contains 52887 members 
Mstep: Class 13 contains 44922 members 
Mstep: Class 14 contains 337874 members 
Mstep: Class 15 contains 18641 members 
Mstep: Class 17 contains 18153 members 
Mstep: Class 19 contains 52277 members 
Mstep: Class 20 contains 36833 members 
Mstep: Class 21 contains 106790 members 
Mstep: Class 22 contains 30661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157206320.000000 Penalty: 63967.089844
Iteration 27Q: 19 clusters Score -1.572063e+08 nChanged 14717
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 22481 members 
Mstep: Class 4 contains 130729 members 
Mstep: Class 5 contains 22259 members 
Mstep: Class 6 contains 442255 members 
Mstep: Class 7 contains 231638 members 
Mstep: Class 8 contains 71327 members 
Mstep: Class 9 contains 24186 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 10138 members 
Mstep: Class 12 contains 54430 members 
Mstep: Class 13 contains 44224 members 
Mstep: Class 14 contains 337558 members 
Mstep: Class 15 contains 18510 members 
Mstep: Class 17 contains 18291 members 
Mstep: Class 19 contains 59928 members 
Mstep: Class 20 contains 37099 members 
Mstep: Class 21 contains 106039 members 
Mstep: Class 22 contains 30318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157214880.000000 Penalty: 63967.089844
Iteration 28Q: 19 clusters Score -1.572149e+08 nChanged 16070
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 22929 members 
Mstep: Class 4 contains 130863 members 
Mstep: Class 5 contains 22345 members 
Mstep: Class 6 contains 432384 members 
Mstep: Class 7 contains 231848 members 
Mstep: Class 8 contains 71205 members 
Mstep: Class 9 contains 24285 members 
Mstep: Class 10 contains 10652 members 
Mstep: Class 11 contains 10206 members 
Mstep: Class 12 contains 56090 members 
Mstep: Class 13 contains 43520 members 
Mstep: Class 14 contains 337306 members 
Mstep: Class 15 contains 18383 members 
Mstep: Class 17 contains 18416 members 
Mstep: Class 19 contains 68937 members 
Mstep: Class 20 contains 37381 members 
Mstep: Class 21 contains 105302 members 
Mstep: Class 22 contains 29955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157225200.000000 Penalty: 63967.089844
Iteration 29Q: 19 clusters Score -1.572252e+08 nChanged 17223
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 23128 members 
Mstep: Class 4 contains 130912 members 
Mstep: Class 5 contains 22385 members 
Mstep: Class 6 contains 421669 members 
Mstep: Class 7 contains 232038 members 
Mstep: Class 8 contains 71118 members 
Mstep: Class 9 contains 24361 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 12 contains 57952 members 
Mstep: Class 13 contains 42679 members 
Mstep: Class 14 contains 337079 members 
Mstep: Class 15 contains 18246 members 
Mstep: Class 17 contains 18497 members 
Mstep: Class 19 contains 79142 members 
Mstep: Class 20 contains 37647 members 
Mstep: Class 21 contains 104597 members 
Mstep: Class 22 contains 29586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157234912.000000 Penalty: 63967.089844
Iteration 30Q: 19 clusters Score -1.572349e+08 nChanged 17782
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 23060 members 
Mstep: Class 4 contains 130890 members 
Mstep: Class 5 contains 22432 members 
Mstep: Class 6 contains 410716 members 
Mstep: Class 7 contains 232118 members 
Mstep: Class 8 contains 71028 members 
Mstep: Class 9 contains 24418 members 
Mstep: Class 10 contains 10743 members 
Mstep: Class 11 contains 10329 members 
Mstep: Class 12 contains 59968 members 
Mstep: Class 13 contains 41843 members 
Mstep: Class 14 contains 336893 members 
Mstep: Class 15 contains 18061 members 
Mstep: Class 17 contains 18574 members 
Mstep: Class 19 contains 90007 members 
Mstep: Class 20 contains 37914 members 
Mstep: Class 21 contains 103822 members 
Mstep: Class 22 contains 29191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157244944.000000 Penalty: 63967.089844
Iteration 31Q: 19 clusters Score -1.572449e+08 nChanged 16682
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 22689 members 
Mstep: Class 4 contains 130817 members 
Mstep: Class 5 contains 22461 members 
Mstep: Class 6 contains 400753 members 
Mstep: Class 7 contains 232123 members 
Mstep: Class 8 contains 70968 members 
Mstep: Class 9 contains 24473 members 
Mstep: Class 10 contains 10795 members 
Mstep: Class 11 contains 10365 members 
Mstep: Class 12 contains 61902 members 
Mstep: Class 13 contains 41072 members 
Mstep: Class 14 contains 336734 members 
Mstep: Class 15 contains 17971 members 
Mstep: Class 17 contains 18638 members 
Mstep: Class 19 contains 100237 members 
Mstep: Class 20 contains 38180 members 
Mstep: Class 21 contains 103037 members 
Mstep: Class 22 contains 28792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157253248.000000 Penalty: 63967.089844
Iteration 32Q: 19 clusters Score -1.572532e+08 nChanged 13814
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 22277 members 
Mstep: Class 4 contains 130777 members 
Mstep: Class 5 contains 22491 members 
Mstep: Class 6 contains 393264 members 
Mstep: Class 7 contains 231902 members 
Mstep: Class 8 contains 70913 members 
Mstep: Class 9 contains 24519 members 
Mstep: Class 10 contains 10823 members 
Mstep: Class 11 contains 10405 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 40349 members 
Mstep: Class 14 contains 336593 members 
Mstep: Class 15 contains 17903 members 
Mstep: Class 17 contains 18678 members 
Mstep: Class 19 contains 108334 members 
Mstep: Class 20 contains 38472 members 
Mstep: Class 21 contains 102226 members 
Mstep: Class 22 contains 28402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157260272.000000 Penalty: 63967.089844
Iteration 33Q: 19 clusters Score -1.572603e+08 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 21842 members 
Mstep: Class 4 contains 130730 members 
Mstep: Class 5 contains 22493 members 
Mstep: Class 6 contains 388503 members 
Mstep: Class 7 contains 231576 members 
Mstep: Class 8 contains 70864 members 
Mstep: Class 9 contains 24566 members 
Mstep: Class 10 contains 10864 members 
Mstep: Class 11 contains 10434 members 
Mstep: Class 12 contains 65359 members 
Mstep: Class 13 contains 39702 members 
Mstep: Class 14 contains 336464 members 
Mstep: Class 15 contains 17872 members 
Mstep: Class 17 contains 18687 members 
Mstep: Class 19 contains 113917 members 
Mstep: Class 20 contains 38738 members 
Mstep: Class 21 contains 101371 members 
Mstep: Class 22 contains 28025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157263888.000000 Penalty: 63967.089844
Iteration 34Q: 19 clusters Score -1.572639e+08 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 21391 members 
Mstep: Class 4 contains 130702 members 
Mstep: Class 5 contains 22497 members 
Mstep: Class 6 contains 386131 members 
Mstep: Class 7 contains 231234 members 
Mstep: Class 8 contains 70807 members 
Mstep: Class 9 contains 24608 members 
Mstep: Class 10 contains 10887 members 
Mstep: Class 11 contains 10454 members 
Mstep: Class 12 contains 66744 members 
Mstep: Class 13 contains 39237 members 
Mstep: Class 14 contains 336371 members 
Mstep: Class 15 contains 17800 members 
Mstep: Class 17 contains 18729 members 
Mstep: Class 19 contains 117161 members 
Mstep: Class 20 contains 38986 members 
Mstep: Class 21 contains 100629 members 
Mstep: Class 22 contains 27639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157266016.000000 Penalty: 63967.089844
Iteration 35Q: 19 clusters Score -1.57266e+08 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 21009 members 
Mstep: Class 4 contains 130722 members 
Mstep: Class 5 contains 22500 members 
Mstep: Class 6 contains 385211 members 
Mstep: Class 7 contains 230902 members 
Mstep: Class 8 contains 70759 members 
Mstep: Class 9 contains 24636 members 
Mstep: Class 10 contains 10901 members 
Mstep: Class 11 contains 10473 members 
Mstep: Class 12 contains 67811 members 
Mstep: Class 13 contains 38895 members 
Mstep: Class 14 contains 336300 members 
Mstep: Class 15 contains 17768 members 
Mstep: Class 17 contains 18735 members 
Mstep: Class 19 contains 118896 members 
Mstep: Class 20 contains 39233 members 
Mstep: Class 21 contains 99980 members 
Mstep: Class 22 contains 27276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157266944.000000 Penalty: 63967.089844
Iteration 36Q: 19 clusters Score -1.572669e+08 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 20704 members 
Mstep: Class 4 contains 130795 members 
Mstep: Class 5 contains 22518 members 
Mstep: Class 6 contains 384944 members 
Mstep: Class 7 contains 230591 members 
Mstep: Class 8 contains 70731 members 
Mstep: Class 9 contains 24647 members 
Mstep: Class 10 contains 10921 members 
Mstep: Class 11 contains 10495 members 
Mstep: Class 12 contains 68656 members 
Mstep: Class 13 contains 38614 members 
Mstep: Class 14 contains 336216 members 
Mstep: Class 15 contains 17741 members 
Mstep: Class 17 contains 18739 members 
Mstep: Class 19 contains 119804 members 
Mstep: Class 20 contains 39494 members 
Mstep: Class 21 contains 99480 members 
Mstep: Class 22 contains 26917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157267488.000000 Penalty: 63967.089844
Iteration 37Q: 19 clusters Score -1.572675e+08 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 20491 members 
Mstep: Class 4 contains 130878 members 
Mstep: Class 5 contains 22535 members 
Mstep: Class 6 contains 384937 members 
Mstep: Class 7 contains 230321 members 
Mstep: Class 8 contains 70707 members 
Mstep: Class 9 contains 24656 members 
Mstep: Class 10 contains 10940 members 
Mstep: Class 11 contains 10519 members 
Mstep: Class 12 contains 69313 members 
Mstep: Class 13 contains 38383 members 
Mstep: Class 14 contains 336151 members 
Mstep: Class 15 contains 17698 members 
Mstep: Class 17 contains 18742 members 
Mstep: Class 19 contains 120330 members 
Mstep: Class 20 contains 39756 members 
Mstep: Class 21 contains 99048 members 
Mstep: Class 22 contains 26602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157267824.000000 Penalty: 63967.089844
Iteration 38Q: 19 clusters Score -1.572678e+08 nChanged 2458
Entering ConstructFrom: 
Score: -157267824.000000 Penalty: 63967.089844
Entering ConstructFrom: 
Trying to split cluster 3 (20360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Entering Unmasked Estep 
Score: -1938833.750000 Penalty: 2460.489258
	Iteration 0F: 2 clusters Score -1938834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1924543.000000 Penalty: 4920.978516
	Iteration 0F: 3 clusters Score -1924543 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1929402.750000 Penalty: 4920.978516
	Iteration 1F: 3 clusters Score -1929403 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1929838.625000 Penalty: 4920.978516
	Iteration 2F: 3 clusters Score -1929839 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1930163.250000 Penalty: 4920.978516
	Iteration 3Q: 3 clusters Score -1930163 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1930419.500000 Penalty: 4920.978516
	Iteration 4Q: 3 clusters Score -1930420 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1930641.250000 Penalty: 4920.978516
	Iteration 5Q: 3 clusters Score -1930641 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1930860.000000 Penalty: 4920.978516
	Iteration 6Q: 3 clusters Score -1930860 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1931082.625000 Penalty: 4920.978516
	Iteration 7Q: 3 clusters Score -1931083 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1931366.000000 Penalty: 4920.978516
	Iteration 8Q: 3 clusters Score -1931366 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1931699.375000 Penalty: 4920.978516
	Iteration 9Q: 3 clusters Score -1931699 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1932063.625000 Penalty: 4920.978516
	Iteration 10Q: 3 clusters Score -1932064 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1932543.375000 Penalty: 4920.978516
	Iteration 11Q: 3 clusters Score -1932543 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1933055.000000 Penalty: 4920.978516
	Iteration 12Q: 3 clusters Score -1933055 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1933550.625000 Penalty: 4920.978516
	Iteration 13Q: 3 clusters Score -1933551 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1933984.500000 Penalty: 4920.978516
	Iteration 14Q: 3 clusters Score -1933984 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1934362.250000 Penalty: 4920.978516
	Iteration 15Q: 3 clusters Score -1934362 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1934648.500000 Penalty: 4920.978516
	Iteration 16Q: 3 clusters Score -1934648 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1934926.125000 Penalty: 4920.978516
	Iteration 17Q: 3 clusters Score -1934926 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1935216.250000 Penalty: 4920.978516
	Iteration 18Q: 3 clusters Score -1935216 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1935450.000000 Penalty: 4920.978516
	Iteration 19Q: 3 clusters Score -1935450 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1935641.875000 Penalty: 4920.978516
	Iteration 20F: 3 clusters Score -1935642 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1935843.125000 Penalty: 4920.978516
	Iteration 21Q: 3 clusters Score -1935843 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1936020.000000 Penalty: 4920.978516
	Iteration 22Q: 3 clusters Score -1936020 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1936170.750000 Penalty: 4920.978516
	Iteration 23Q: 3 clusters Score -1936171 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1936294.875000 Penalty: 4920.978516
	Iteration 24Q: 3 clusters Score -1936295 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1936388.625000 Penalty: 4920.978516
	Iteration 25Q: 3 clusters Score -1936389 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1936455.750000 Penalty: 4920.978516
	Iteration 26Q: 3 clusters Score -1936456 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1936512.125000 Penalty: 4920.978516
	Iteration 27Q: 3 clusters Score -1936512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1936576.750000 Penalty: 4920.978516
	Iteration 28Q: 3 clusters Score -1936577 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1936616.125000 Penalty: 4920.978516
	Iteration 29Q: 3 clusters Score -1936616 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1936649.875000 Penalty: 4920.978516
	Iteration 30Q: 3 clusters Score -1936650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1936683.000000 Penalty: 4920.978516
	Iteration 31Q: 3 clusters Score -1936683 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1936701.625000 Penalty: 4920.978516
	Iteration 32Q: 3 clusters Score -1936702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1936732.625000 Penalty: 4920.978516
	Iteration 33Q: 3 clusters Score -1936733 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1936763.000000 Penalty: 4920.978516
	Iteration 34Q: 3 clusters Score -1936763 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1936788.875000 Penalty: 4920.978516
	Iteration 35Q: 3 clusters Score -1936789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1936797.500000 Penalty: 4920.978516
	Iteration 36Q: 3 clusters Score -1936798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1936804.250000 Penalty: 4920.978516
	Iteration 37Q: 3 clusters Score -1936804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1936820.125000 Penalty: 4920.978516
	Iteration 38Q: 3 clusters Score -1936820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1936829.125000 Penalty: 4920.978516
	Iteration 39Q: 3 clusters Score -1936829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1936836.375000 Penalty: 4920.978516
	Iteration 40F: 3 clusters Score -1936836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1936836.625000 Penalty: 4920.978516
	Iteration 41Q: 3 clusters Score -1936837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1936837.500000 Penalty: 4920.978516
	Iteration 42Q: 3 clusters Score -1936838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1936837.625000 Penalty: 4920.978516
	Iteration 43Q: 3 clusters Score -1936838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1936837.250000 Penalty: 4920.978516
	Iteration 44Q: 3 clusters Score -1936837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1936836.750000 Penalty: 4920.978516
	Iteration 45Q: 3 clusters Score -1936837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1936836.750000 Penalty: 4920.978516
	Iteration 46F: 3 clusters Score -1936837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130954 members 
Entering Unmasked Estep 
Score: -12632633.000000 Penalty: 2922.085205
	Iteration 0F: 2 clusters Score -1.263263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65245 members 
Mstep: Class 2 contains 65709 members 
Entering Unmasked Estep 
Score: -12545089.000000 Penalty: 5844.170410
	Iteration 0F: 3 clusters Score -1.254509e+07 nChanged 62492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 70235 members 
Entering Unmasked Estep 
Score: -12583008.000000 Penalty: 5844.170410
	Iteration 1F: 3 clusters Score -1.258301e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 73939 members 
Entering Unmasked Estep 
Score: -12587863.000000 Penalty: 5844.170410
	Iteration 2F: 3 clusters Score -1.258786e+07 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 80094 members 
Entering Unmasked Estep 
Score: -12598347.000000 Penalty: 5844.170410
	Iteration 3F: 3 clusters Score -1.259835e+07 nChanged 14070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 89222 members 
Entering Unmasked Estep 
Score: -12613113.000000 Penalty: 5844.170410
	Iteration 4F: 3 clusters Score -1.261311e+07 nChanged 13754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 99040 members 
Entering Unmasked Estep 
Score: -12626853.000000 Penalty: 5844.170410
	Iteration 5F: 3 clusters Score -1.262685e+07 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 106008 members 
Entering Unmasked Estep 
Score: -12635255.000000 Penalty: 5844.170410
	Iteration 6F: 3 clusters Score -1.263526e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 109949 members 
Entering Unmasked Estep 
Score: -12638988.000000 Penalty: 5844.170410
	Iteration 7Q: 3 clusters Score -1.263899e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 112390 members 
Entering Unmasked Estep 
Score: -12640568.000000 Penalty: 5844.170410
	Iteration 8Q: 3 clusters Score -1.264057e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 114101 members 
Entering Unmasked Estep 
Score: -12641268.000000 Penalty: 5844.170410
	Iteration 9Q: 3 clusters Score -1.264127e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 115439 members 
Entering Unmasked Estep 
Score: -12641783.000000 Penalty: 5844.170410
	Iteration 10Q: 3 clusters Score -1.264178e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 116463 members 
Entering Unmasked Estep 
Score: -12642046.000000 Penalty: 5844.170410
	Iteration 11Q: 3 clusters Score -1.264205e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 117257 members 
Entering Unmasked Estep 
Score: -12642246.000000 Penalty: 5844.170410
	Iteration 12Q: 3 clusters Score -1.264225e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 117870 members 
Entering Unmasked Estep 
Score: -12642360.000000 Penalty: 5844.170410
	Iteration 13Q: 3 clusters Score -1.264236e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 118353 members 
Entering Unmasked Estep 
Score: -12642404.000000 Penalty: 5844.170410
	Iteration 14Q: 3 clusters Score -1.26424e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 118705 members 
Entering Unmasked Estep 
Score: -12642449.000000 Penalty: 5844.170410
	Iteration 15Q: 3 clusters Score -1.264245e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 118957 members 
Entering Unmasked Estep 
Score: -12642490.000000 Penalty: 5844.170410
	Iteration 16Q: 3 clusters Score -1.264249e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 119152 members 
Entering Unmasked Estep 
Score: -12642478.000000 Penalty: 5844.170410
	Iteration 17Q: 3 clusters Score -1.264248e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 119301 members 
Entering Unmasked Estep 
Score: -12642469.000000 Penalty: 5844.170410
	Iteration 18Q: 3 clusters Score -1.264247e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 119427 members 
Entering Unmasked Estep 
Score: -12642475.000000 Penalty: 5844.170410
	Iteration 19Q: 3 clusters Score -1.264248e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 119527 members 
Entering Unmasked Estep 
Score: -12642460.000000 Penalty: 5844.170410
	Iteration 20F: 3 clusters Score -1.264246e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 119610 members 
Entering Unmasked Estep 
Score: -12642457.000000 Penalty: 5844.170410
	Iteration 21Q: 3 clusters Score -1.264246e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 119682 members 
Entering Unmasked Estep 
Score: -12642431.000000 Penalty: 5844.170410
	Iteration 22Q: 3 clusters Score -1.264243e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 119742 members 
Entering Unmasked Estep 
Score: -12642469.000000 Penalty: 5844.170410
	Iteration 23Q: 3 clusters Score -1.264247e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 119796 members 
Entering Unmasked Estep 
Score: -12642456.000000 Penalty: 5844.170410
	Iteration 24Q: 3 clusters Score -1.264246e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 119838 members 
Entering Unmasked Estep 
Score: -12642436.000000 Penalty: 5844.170410
	Iteration 25Q: 3 clusters Score -1.264244e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 119875 members 
Entering Unmasked Estep 
Score: -12642416.000000 Penalty: 5844.170410
	Iteration 26Q: 3 clusters Score -1.264242e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 119897 members 
Entering Unmasked Estep 
Score: -12642409.000000 Penalty: 5844.170410
	Iteration 27Q: 3 clusters Score -1.264241e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 119918 members 
Entering Unmasked Estep 
Score: -12642411.000000 Penalty: 5844.170410
	Iteration 28Q: 3 clusters Score -1.264241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 119938 members 
Entering Unmasked Estep 
Score: -12642442.000000 Penalty: 5844.170410
	Iteration 29Q: 3 clusters Score -1.264244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 119951 members 
Entering Unmasked Estep 
Score: -12642448.000000 Penalty: 5844.170410
	Iteration 30Q: 3 clusters Score -1.264245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 119959 members 
Entering Unmasked Estep 
Score: -12642456.000000 Penalty: 5844.170410
	Iteration 31Q: 3 clusters Score -1.264246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 119965 members 
Entering Unmasked Estep 
Score: -12642444.000000 Penalty: 5844.170410
	Iteration 32Q: 3 clusters Score -1.264244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 119968 members 
Entering Unmasked Estep 
Score: -12642441.000000 Penalty: 5844.170410
	Iteration 33Q: 3 clusters Score -1.264244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 119970 members 
Entering Unmasked Estep 
Score: -12642446.000000 Penalty: 5844.170410
	Iteration 34Q: 3 clusters Score -1.264245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 119970 members 
Entering Unmasked Estep 
Score: -12642446.000000 Penalty: 5844.170410
	Iteration 35F: 3 clusters Score -1.264245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 119970 members 
Mstep: Class 3 contains 20360 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 22563 members 
Mstep: Class 6 contains 384961 members 
Mstep: Class 7 contains 230083 members 
Mstep: Class 8 contains 70678 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 10948 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 69865 members 
Mstep: Class 13 contains 38187 members 
Mstep: Class 14 contains 336101 members 
Mstep: Class 15 contains 17671 members 
Mstep: Class 17 contains 18741 members 
Mstep: Class 19 contains 120638 members 
Mstep: Class 20 contains 40017 members 
Mstep: Class 21 contains 98732 members 
Mstep: Class 22 contains 26302 members 
Entering Unmasked Estep 
Score: -157277488.000000 Penalty: 67520.812500
Splitting cluster 4 changes total score from -157267824.000000 to -157277488.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (22563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Entering Unmasked Estep 
Score: -2102653.500000 Penalty: 2485.968506
	Iteration 0F: 2 clusters Score -2102654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2086898.250000 Penalty: 4971.937012
	Iteration 0F: 3 clusters Score -2086898 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2092987.750000 Penalty: 4971.937012
	Iteration 1F: 3 clusters Score -2092988 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2094325.750000 Penalty: 4971.937012
	Iteration 2F: 3 clusters Score -2094326 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2096090.750000 Penalty: 4971.937012
	Iteration 3F: 3 clusters Score -2096091 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2098009.750000 Penalty: 4971.937012
	Iteration 4F: 3 clusters Score -2098010 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2099413.250000 Penalty: 4971.937012
	Iteration 5F: 3 clusters Score -2099413 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2100087.000000 Penalty: 4971.937012
	Iteration 6F: 3 clusters Score -2100087 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2100430.000000 Penalty: 4971.937012
	Iteration 7Q: 3 clusters Score -2100430 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2100632.750000 Penalty: 4971.937012
	Iteration 8Q: 3 clusters Score -2100633 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2100771.250000 Penalty: 4971.937012
	Iteration 9Q: 3 clusters Score -2100771 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2100883.250000 Penalty: 4971.937012
	Iteration 10Q: 3 clusters Score -2100883 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2100967.000000 Penalty: 4971.937012
	Iteration 11Q: 3 clusters Score -2100967 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2101062.750000 Penalty: 4971.937012
	Iteration 12Q: 3 clusters Score -2101063 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2101148.000000 Penalty: 4971.937012
	Iteration 13Q: 3 clusters Score -2101148 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2101230.250000 Penalty: 4971.937012
	Iteration 14Q: 3 clusters Score -2101230 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2101309.500000 Penalty: 4971.937012
	Iteration 15Q: 3 clusters Score -2101310 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2101400.250000 Penalty: 4971.937012
	Iteration 16Q: 3 clusters Score -2101400 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2101478.750000 Penalty: 4971.937012
	Iteration 17Q: 3 clusters Score -2101479 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2101548.500000 Penalty: 4971.937012
	Iteration 18Q: 3 clusters Score -2101548 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2101618.750000 Penalty: 4971.937012
	Iteration 19Q: 3 clusters Score -2101619 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2101666.500000 Penalty: 4971.937012
	Iteration 20F: 3 clusters Score -2101666 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2101724.000000 Penalty: 4971.937012
	Iteration 21Q: 3 clusters Score -2101724 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2101763.750000 Penalty: 4971.937012
	Iteration 22Q: 3 clusters Score -2101764 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2101817.750000 Penalty: 4971.937012
	Iteration 23Q: 3 clusters Score -2101818 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2101872.500000 Penalty: 4971.937012
	Iteration 24Q: 3 clusters Score -2101872 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2101919.500000 Penalty: 4971.937012
	Iteration 25Q: 3 clusters Score -2101920 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2101975.250000 Penalty: 4971.937012
	Iteration 26Q: 3 clusters Score -2101975 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2102017.000000 Penalty: 4971.937012
	Iteration 27Q: 3 clusters Score -2102017 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2102064.250000 Penalty: 4971.937012
	Iteration 28Q: 3 clusters Score -2102064 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2102098.000000 Penalty: 4971.937012
	Iteration 29Q: 3 clusters Score -2102098 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2102126.250000 Penalty: 4971.937012
	Iteration 30Q: 3 clusters Score -2102126 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2102158.500000 Penalty: 4971.937012
	Iteration 31Q: 3 clusters Score -2102158 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2102207.000000 Penalty: 4971.937012
	Iteration 32Q: 3 clusters Score -2102207 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2102279.000000 Penalty: 4971.937012
	Iteration 33Q: 3 clusters Score -2102279 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2102358.000000 Penalty: 4971.937012
	Iteration 34Q: 3 clusters Score -2102358 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2102454.500000 Penalty: 4971.937012
	Iteration 35Q: 3 clusters Score -2102454 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2102534.750000 Penalty: 4971.937012
	Iteration 36Q: 3 clusters Score -2102535 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2102596.000000 Penalty: 4971.937012
	Iteration 37Q: 3 clusters Score -2102596 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2102647.750000 Penalty: 4971.937012
	Iteration 38Q: 3 clusters Score -2102648 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2102698.000000 Penalty: 4971.937012
	Iteration 39Q: 3 clusters Score -2102698 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2102713.750000 Penalty: 4971.937012
	Iteration 40F: 3 clusters Score -2102714 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2102737.750000 Penalty: 4971.937012
	Iteration 41Q: 3 clusters Score -2102738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2102746.000000 Penalty: 4971.937012
	Iteration 42Q: 3 clusters Score -2102746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2102746.500000 Penalty: 4971.937012
	Iteration 43Q: 3 clusters Score -2102746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2102747.500000 Penalty: 4971.937012
	Iteration 44Q: 3 clusters Score -2102748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2102753.500000 Penalty: 4971.937012
	Iteration 45Q: 3 clusters Score -2102754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2102752.750000 Penalty: 4971.937012
	Iteration 46Q: 3 clusters Score -2102753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2102757.750000 Penalty: 4971.937012
	Iteration 47Q: 3 clusters Score -2102758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2102757.000000 Penalty: 4971.937012
	Iteration 48Q: 3 clusters Score -2102757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2102755.750000 Penalty: 4971.937012
	Iteration 49Q: 3 clusters Score -2102756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2102755.750000 Penalty: 4971.937012
	Iteration 50F: 3 clusters Score -2102756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 119970 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 20360 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 19137 members 
Mstep: Class 6 contains 384961 members 
Mstep: Class 7 contains 230083 members 
Mstep: Class 8 contains 70678 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 10948 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 69865 members 
Mstep: Class 13 contains 38187 members 
Mstep: Class 14 contains 336101 members 
Mstep: Class 15 contains 17671 members 
Mstep: Class 17 contains 18741 members 
Mstep: Class 19 contains 120638 members 
Mstep: Class 20 contains 40017 members 
Mstep: Class 21 contains 98732 members 
Mstep: Class 22 contains 26302 members 
Entering Unmasked Estep 
Score: -157275936.000000 Penalty: 71074.546875
Splitting cluster 5 changes total score from -157267824.000000 to -157275936.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 6 (384961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384961 members 
Entering Unmasked Estep 
Score: -37434452.000000 Penalty: 3189.502441
	Iteration 0F: 2 clusters Score -3.743445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192108 members 
Mstep: Class 2 contains 192853 members 
Entering Unmasked Estep 
Score: -37227852.000000 Penalty: 6379.004883
	Iteration 0F: 3 clusters Score -3.722785e+07 nChanged 186962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185694 members 
Mstep: Class 2 contains 199267 members 
Entering Unmasked Estep 
Score: -37339188.000000 Penalty: 6379.004883
	Iteration 1F: 3 clusters Score -3.733919e+07 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181386 members 
Mstep: Class 2 contains 203575 members 
Entering Unmasked Estep 
Score: -37340856.000000 Penalty: 6379.004883
	Iteration 2Q: 3 clusters Score -3.734086e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174721 members 
Mstep: Class 2 contains 210240 members 
Entering Unmasked Estep 
Score: -37342840.000000 Penalty: 6379.004883
	Iteration 3Q: 3 clusters Score -3.734284e+07 nChanged 13067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164700 members 
Mstep: Class 2 contains 220261 members 
Entering Unmasked Estep 
Score: -37346224.000000 Penalty: 6379.004883
	Iteration 4Q: 3 clusters Score -3.734622e+07 nChanged 17135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150673 members 
Mstep: Class 2 contains 234288 members 
Entering Unmasked Estep 
Score: -37350912.000000 Penalty: 6379.004883
	Iteration 5Q: 3 clusters Score -3.735091e+07 nChanged 21517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132148 members 
Mstep: Class 2 contains 252813 members 
Entering Unmasked Estep 
Score: -37359096.000000 Penalty: 6379.004883
	Iteration 6F: 3 clusters Score -3.73591e+07 nChanged 24559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 274794 members 
Entering Unmasked Estep 
Score: -37371708.000000 Penalty: 6379.004883
	Iteration 7F: 3 clusters Score -3.737171e+07 nChanged 25414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86899 members 
Mstep: Class 2 contains 298062 members 
Entering Unmasked Estep 
Score: -37387100.000000 Penalty: 6379.004883
	Iteration 8F: 3 clusters Score -3.73871e+07 nChanged 22847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 318923 members 
Entering Unmasked Estep 
Score: -37400516.000000 Penalty: 6379.004883
	Iteration 9F: 3 clusters Score -3.740052e+07 nChanged 17861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 334498 members 
Entering Unmasked Estep 
Score: -37409352.000000 Penalty: 6379.004883
	Iteration 10Q: 3 clusters Score -3.740935e+07 nChanged 12502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 343748 members 
Entering Unmasked Estep 
Score: -37414992.000000 Penalty: 6379.004883
	Iteration 11Q: 3 clusters Score -3.741499e+07 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 348555 members 
Entering Unmasked Estep 
Score: -37418372.000000 Penalty: 6379.004883
	Iteration 12Q: 3 clusters Score -3.741837e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 351075 members 
Entering Unmasked Estep 
Score: -37420164.000000 Penalty: 6379.004883
	Iteration 13Q: 3 clusters Score -3.742016e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 352642 members 
Entering Unmasked Estep 
Score: -37420960.000000 Penalty: 6379.004883
	Iteration 14Q: 3 clusters Score -3.742096e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 353848 members 
Entering Unmasked Estep 
Score: -37421432.000000 Penalty: 6379.004883
	Iteration 15Q: 3 clusters Score -3.742143e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 354949 members 
Entering Unmasked Estep 
Score: -37421760.000000 Penalty: 6379.004883
	Iteration 16Q: 3 clusters Score -3.742176e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 356076 members 
Entering Unmasked Estep 
Score: -37421892.000000 Penalty: 6379.004883
	Iteration 17Q: 3 clusters Score -3.742189e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 357254 members 
Entering Unmasked Estep 
Score: -37422224.000000 Penalty: 6379.004883
	Iteration 18Q: 3 clusters Score -3.742222e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 358434 members 
Entering Unmasked Estep 
Score: -37422284.000000 Penalty: 6379.004883
	Iteration 19Q: 3 clusters Score -3.742228e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 359628 members 
Entering Unmasked Estep 
Score: -37422404.000000 Penalty: 6379.004883
	Iteration 20F: 3 clusters Score -3.74224e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 360813 members 
Entering Unmasked Estep 
Score: -37422536.000000 Penalty: 6379.004883
	Iteration 21Q: 3 clusters Score -3.742254e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 362012 members 
Entering Unmasked Estep 
Score: -37422856.000000 Penalty: 6379.004883
	Iteration 22Q: 3 clusters Score -3.742286e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 363216 members 
Entering Unmasked Estep 
Score: -37423424.000000 Penalty: 6379.004883
	Iteration 23Q: 3 clusters Score -3.742342e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 364395 members 
Entering Unmasked Estep 
Score: -37423680.000000 Penalty: 6379.004883
	Iteration 24Q: 3 clusters Score -3.742368e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 365562 members 
Entering Unmasked Estep 
Score: -37423860.000000 Penalty: 6379.004883
	Iteration 25Q: 3 clusters Score -3.742386e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 366721 members 
Entering Unmasked Estep 
Score: -37424232.000000 Penalty: 6379.004883
	Iteration 26Q: 3 clusters Score -3.742423e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 367876 members 
Entering Unmasked Estep 
Score: -37424580.000000 Penalty: 6379.004883
	Iteration 27Q: 3 clusters Score -3.742458e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 368988 members 
Entering Unmasked Estep 
Score: -37424928.000000 Penalty: 6379.004883
	Iteration 28Q: 3 clusters Score -3.742493e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 370065 members 
Entering Unmasked Estep 
Score: -37425304.000000 Penalty: 6379.004883
	Iteration 29Q: 3 clusters Score -3.74253e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 371082 members 
Entering Unmasked Estep 
Score: -37425700.000000 Penalty: 6379.004883
	Iteration 30Q: 3 clusters Score -3.74257e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 372070 members 
Entering Unmasked Estep 
Score: -37426040.000000 Penalty: 6379.004883
	Iteration 31Q: 3 clusters Score -3.742604e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 373001 members 
Entering Unmasked Estep 
Score: -37426452.000000 Penalty: 6379.004883
	Iteration 32Q: 3 clusters Score -3.742645e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 373913 members 
Entering Unmasked Estep 
Score: -37426860.000000 Penalty: 6379.004883
	Iteration 33Q: 3 clusters Score -3.742686e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 374754 members 
Entering Unmasked Estep 
Score: -37427220.000000 Penalty: 6379.004883
	Iteration 34Q: 3 clusters Score -3.742722e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 375569 members 
Entering Unmasked Estep 
Score: -37427584.000000 Penalty: 6379.004883
	Iteration 35Q: 3 clusters Score -3.742758e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 376352 members 
Entering Unmasked Estep 
Score: -37427940.000000 Penalty: 6379.004883
	Iteration 36Q: 3 clusters Score -3.742794e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 377029 members 
Entering Unmasked Estep 
Score: -37428276.000000 Penalty: 6379.004883
	Iteration 37Q: 3 clusters Score -3.742828e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 377672 members 
Entering Unmasked Estep 
Score: -37428660.000000 Penalty: 6379.004883
	Iteration 38Q: 3 clusters Score -3.742866e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 378271 members 
Entering Unmasked Estep 
Score: -37428900.000000 Penalty: 6379.004883
	Iteration 39Q: 3 clusters Score -3.74289e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 378827 members 
Entering Unmasked Estep 
Score: -37429180.000000 Penalty: 6379.004883
	Iteration 40F: 3 clusters Score -3.742918e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 379348 members 
Entering Unmasked Estep 
Score: -37429404.000000 Penalty: 6379.004883
	Iteration 41Q: 3 clusters Score -3.74294e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 379819 members 
Entering Unmasked Estep 
Score: -37429720.000000 Penalty: 6379.004883
	Iteration 42Q: 3 clusters Score -3.742972e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 380241 members 
Entering Unmasked Estep 
Score: -37429884.000000 Penalty: 6379.004883
	Iteration 43Q: 3 clusters Score -3.742988e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 380652 members 
Entering Unmasked Estep 
Score: -37430148.000000 Penalty: 6379.004883
	Iteration 44Q: 3 clusters Score -3.743015e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 381004 members 
Entering Unmasked Estep 
Score: -37430368.000000 Penalty: 6379.004883
	Iteration 45Q: 3 clusters Score -3.743037e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 381313 members 
Entering Unmasked Estep 
Score: -37430564.000000 Penalty: 6379.004883
	Iteration 46Q: 3 clusters Score -3.743056e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 381587 members 
Entering Unmasked Estep 
Score: -37430724.000000 Penalty: 6379.004883
	Iteration 47Q: 3 clusters Score -3.743072e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 381839 members 
Entering Unmasked Estep 
Score: -37430964.000000 Penalty: 6379.004883
	Iteration 48Q: 3 clusters Score -3.743096e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 382058 members 
Entering Unmasked Estep 
Score: -37431164.000000 Penalty: 6379.004883
	Iteration 49Q: 3 clusters Score -3.743116e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 382271 members 
Entering Unmasked Estep 
Score: -37431340.000000 Penalty: 6379.004883
	Iteration 50Q: 3 clusters Score -3.743134e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 382459 members 
Entering Unmasked Estep 
Score: -37431568.000000 Penalty: 6379.004883
	Iteration 51Q: 3 clusters Score -3.743157e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 382621 members 
Entering Unmasked Estep 
Score: -37431800.000000 Penalty: 6379.004883
	Iteration 52Q: 3 clusters Score -3.74318e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 382721 members 
Entering Unmasked Estep 
Score: -37432164.000000 Penalty: 6379.004883
	Iteration 53Q: 3 clusters Score -3.743216e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 382749 members 
Entering Unmasked Estep 
Score: -37432340.000000 Penalty: 6379.004883
	Iteration 54Q: 3 clusters Score -3.743234e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 382706 members 
Entering Unmasked Estep 
Score: -37432492.000000 Penalty: 6379.004883
	Iteration 55Q: 3 clusters Score -3.743249e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 382630 members 
Entering Unmasked Estep 
Score: -37432516.000000 Penalty: 6379.004883
	Iteration 56Q: 3 clusters Score -3.743252e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 382532 members 
Entering Unmasked Estep 
Score: -37432644.000000 Penalty: 6379.004883
	Iteration 57Q: 3 clusters Score -3.743264e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 382450 members 
Entering Unmasked Estep 
Score: -37432668.000000 Penalty: 6379.004883
	Iteration 58Q: 3 clusters Score -3.743267e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 382372 members 
Entering Unmasked Estep 
Score: -37432728.000000 Penalty: 6379.004883
	Iteration 59Q: 3 clusters Score -3.743273e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 382278 members 
Entering Unmasked Estep 
Score: -37432736.000000 Penalty: 6379.004883
	Iteration 60F: 3 clusters Score -3.743274e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 382176 members 
Entering Unmasked Estep 
Score: -37432772.000000 Penalty: 6379.004883
	Iteration 61Q: 3 clusters Score -3.743277e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 382101 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3.743284e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 381995 members 
Entering Unmasked Estep 
Score: -37432956.000000 Penalty: 6379.004883
	Iteration 63Q: 3 clusters Score -3.743296e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 381868 members 
Entering Unmasked Estep 
Score: -37432960.000000 Penalty: 6379.004883
	Iteration 64Q: 3 clusters Score -3.743296e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 381747 members 
Entering Unmasked Estep 
Score: -37432996.000000 Penalty: 6379.004883
	Iteration 65Q: 3 clusters Score -3.7433e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 381591 members 
Entering Unmasked Estep 
Score: -37433008.000000 Penalty: 6379.004883
	Iteration 66Q: 3 clusters Score -3.743301e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 381417 members 
Entering Unmasked Estep 
Score: -37433168.000000 Penalty: 6379.004883
	Iteration 67Q: 3 clusters Score -3.743317e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 381230 members 
Entering Unmasked Estep 
Score: -37433224.000000 Penalty: 6379.004883
	Iteration 68Q: 3 clusters Score -3.743322e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 380989 members 
Entering Unmasked Estep 
Score: -37433324.000000 Penalty: 6379.004883
	Iteration 69Q: 3 clusters Score -3.743332e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 380686 members 
Entering Unmasked Estep 
Score: -37433464.000000 Penalty: 6379.004883
	Iteration 70Q: 3 clusters Score -3.743346e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 380383 members 
Entering Unmasked Estep 
Score: -37433664.000000 Penalty: 6379.004883
	Iteration 71Q: 3 clusters Score -3.743366e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 380021 members 
Entering Unmasked Estep 
Score: -37433772.000000 Penalty: 6379.004883
	Iteration 72Q: 3 clusters Score -3.743377e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 379632 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3.7434e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 379207 members 
Entering Unmasked Estep 
Score: -37434252.000000 Penalty: 6379.004883
	Iteration 74Q: 3 clusters Score -3.743425e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 378786 members 
Entering Unmasked Estep 
Score: -37434544.000000 Penalty: 6379.004883
	Iteration 75Q: 3 clusters Score -3.743454e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 378408 members 
Entering Unmasked Estep 
Score: -37434728.000000 Penalty: 6379.004883
	Iteration 76Q: 3 clusters Score -3.743473e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 378024 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3.743484e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 377637 members 
Entering Unmasked Estep 
Score: -37434928.000000 Penalty: 6379.004883
	Iteration 78Q: 3 clusters Score -3.743493e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 377235 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3.7435e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 376856 members 
Entering Unmasked Estep 
Score: -37435300.000000 Penalty: 6379.004883
	Iteration 80F: 3 clusters Score -3.74353e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 376017 members 
Entering Unmasked Estep 
Score: -37435588.000000 Penalty: 6379.004883
	Iteration 81Q: 3 clusters Score -3.743559e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 375051 members 
Entering Unmasked Estep 
Score: -37436160.000000 Penalty: 6379.004883
	Iteration 82Q: 3 clusters Score -3.743616e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 373932 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3.743676e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 372652 members 
Entering Unmasked Estep 
Score: -37437400.000000 Penalty: 6379.004883
	Iteration 84Q: 3 clusters Score -3.74374e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 371137 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3.743834e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 369448 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3.743932e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 367408 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3.744071e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 365120 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3.744203e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 362763 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3.744357e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 360472 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3.74449e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 358314 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3.74461e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 356336 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3.74469e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 354511 members 
Entering Unmasked Estep 
Score: -37447620.000000 Penalty: 6379.004883
	Iteration 93Q: 3 clusters Score -3.744762e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 352812 members 
Entering Unmasked Estep 
Score: -37448344.000000 Penalty: 6379.004883
	Iteration 94Q: 3 clusters Score -3.744834e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 351200 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3.744891e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 349655 members 
Entering Unmasked Estep 
Score: -37449320.000000 Penalty: 6379.004883
	Iteration 96Q: 3 clusters Score -3.744932e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 348274 members 
Entering Unmasked Estep 
Score: -37449768.000000 Penalty: 6379.004883
	Iteration 97Q: 3 clusters Score -3.744977e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 347030 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3.744996e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 345920 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3.745032e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 344885 members 
Entering Unmasked Estep 
Score: -37451936.000000 Penalty: 6379.004883
	Iteration 100F: 3 clusters Score -3.745194e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 340643 members 
Entering Unmasked Estep 
Score: -37455176.000000 Penalty: 6379.004883
	Iteration 101Q: 3 clusters Score -3.745518e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 335708 members 
Entering Unmasked Estep 
Score: -37459008.000000 Penalty: 6379.004883
	Iteration 102Q: 3 clusters Score -3.745901e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 330229 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3.746296e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 324236 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3.74673e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 317857 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3.74711e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74210 members 
Mstep: Class 2 contains 310751 members 
Entering Unmasked Estep 
Score: -37475576.000000 Penalty: 6379.004883
	Iteration 106Q: 3 clusters Score -3.747558e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 303233 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3.747936e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89600 members 
Mstep: Class 2 contains 295361 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3.748404e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97865 members 
Mstep: Class 2 contains 287096 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3.748874e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105938 members 
Mstep: Class 2 contains 279023 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3.749313e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112962 members 
Mstep: Class 2 contains 271999 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3.74966e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118059 members 
Mstep: Class 2 contains 266902 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3.749864e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121366 members 
Mstep: Class 2 contains 263595 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3.74999e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123430 members 
Mstep: Class 2 contains 261531 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3.750062e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124775 members 
Mstep: Class 2 contains 260186 members 
Entering Unmasked Estep 
Score: -37501152.000000 Penalty: 6379.004883
	Iteration 115Q: 3 clusters Score -3.750115e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125627 members 
Mstep: Class 2 contains 259334 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3.750138e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126144 members 
Mstep: Class 2 contains 258817 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3.750155e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126472 members 
Mstep: Class 2 contains 258489 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3.75016e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126696 members 
Mstep: Class 2 contains 258265 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3.75017e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126818 members 
Mstep: Class 2 contains 258143 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3.750982e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137057 members 
Mstep: Class 2 contains 247904 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3.752712e+07 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148117 members 
Mstep: Class 2 contains 236844 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3.754702e+07 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158099 members 
Mstep: Class 2 contains 226862 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3.756602e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165031 members 
Mstep: Class 2 contains 219930 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3.757564e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168766 members 
Mstep: Class 2 contains 216195 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3.757865e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170760 members 
Mstep: Class 2 contains 214201 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3.75796e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171768 members 
Mstep: Class 2 contains 213193 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3.758008e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172267 members 
Mstep: Class 2 contains 212694 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3.758036e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172498 members 
Mstep: Class 2 contains 212463 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3.758049e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172591 members 
Mstep: Class 2 contains 212370 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3.758049e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172644 members 
Mstep: Class 2 contains 212317 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3.758054e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172669 members 
Mstep: Class 2 contains 212292 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3.758054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172675 members 
Mstep: Class 2 contains 212286 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3.758054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172683 members 
Mstep: Class 2 contains 212278 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3.758054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172689 members 
Mstep: Class 2 contains 212272 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3.758054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172692 members 
Mstep: Class 2 contains 212269 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3.758054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172695 members 
Mstep: Class 2 contains 212266 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3.758056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172697 members 
Mstep: Class 2 contains 212264 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3.758056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172698 members 
Mstep: Class 2 contains 212263 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3.758056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172698 members 
Mstep: Class 2 contains 212263 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3.758106e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172959 members 
Mstep: Class 2 contains 212002 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3.75812e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173101 members 
Mstep: Class 2 contains 211860 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3.75812e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173157 members 
Mstep: Class 2 contains 211804 members 
Entering Unmasked Estep 
Score: -37581248.000000 Penalty: 6379.004883
	Iteration 143Q: 3 clusters Score -3.758125e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173184 members 
Mstep: Class 2 contains 211777 members 
Entering Unmasked Estep 
Score: -37581240.000000 Penalty: 6379.004883
	Iteration 144Q: 3 clusters Score -3.758124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173193 members 
Mstep: Class 2 contains 211768 members 
Entering Unmasked Estep 
Score: -37581260.000000 Penalty: 6379.004883
	Iteration 145Q: 3 clusters Score -3.758126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173198 members 
Mstep: Class 2 contains 211763 members 
Entering Unmasked Estep 
Score: -37581272.000000 Penalty: 6379.004883
	Iteration 146Q: 3 clusters Score -3.758127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173200 members 
Mstep: Class 2 contains 211761 members 
Entering Unmasked Estep 
Score: -37581272.000000 Penalty: 6379.004883
	Iteration 147Q: 3 clusters Score -3.758127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173202 members 
Mstep: Class 2 contains 211759 members 
Entering Unmasked Estep 
Score: -37581268.000000 Penalty: 6379.004883
	Iteration 148Q: 3 clusters Score -3.758127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173202 members 
Mstep: Class 2 contains 211759 members 
Entering Unmasked Estep 
Score: -37581268.000000 Penalty: 6379.004883
	Iteration 149F: 3 clusters Score -3.758127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 119970 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 20360 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 19137 members 
Mstep: Class 6 contains 173202 members 
Mstep: Class 7 contains 230083 members 
Mstep: Class 8 contains 70678 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 10948 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 69865 members 
Mstep: Class 13 contains 38187 members 
Mstep: Class 14 contains 336101 members 
Mstep: Class 15 contains 17671 members 
Mstep: Class 16 contains 211759 members 
Mstep: Class 17 contains 18741 members 
Mstep: Class 19 contains 120638 members 
Mstep: Class 20 contains 40017 members 
Mstep: Class 21 contains 98732 members 
Mstep: Class 22 contains 26302 members 
Entering Unmasked Estep 
Score: -157411744.000000 Penalty: 74628.273438
Splitting cluster 6 changes total score from -157267824.000000 to -157411744.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 7 (230083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230083 members 
Entering Unmasked Estep 
Score: -22592110.000000 Penalty: 3061.856445
	Iteration 0F: 2 clusters Score -2.259211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115477 members 
Mstep: Class 2 contains 114606 members 
Entering Unmasked Estep 
Score: -22439960.000000 Penalty: 6123.712891
	Iteration 0F: 3 clusters Score -2.243996e+07 nChanged 110825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123342 members 
Mstep: Class 2 contains 106741 members 
Entering Unmasked Estep 
Score: -22505830.000000 Penalty: 6123.712891
	Iteration 1F: 3 clusters Score -2.250583e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128081 members 
Mstep: Class 2 contains 102002 members 
Entering Unmasked Estep 
Score: -22507620.000000 Penalty: 6123.712891
	Iteration 2Q: 3 clusters Score -2.250762e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135200 members 
Mstep: Class 2 contains 94883 members 
Entering Unmasked Estep 
Score: -22510642.000000 Penalty: 6123.712891
	Iteration 3Q: 3 clusters Score -2.251064e+07 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145857 members 
Mstep: Class 2 contains 84226 members 
Entering Unmasked Estep 
Score: -22516454.000000 Penalty: 6123.712891
	Iteration 4Q: 3 clusters Score -2.251645e+07 nChanged 15421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161176 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -22526712.000000 Penalty: 6123.712891
	Iteration 5F: 3 clusters Score -2.252671e+07 nChanged 19914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181070 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -22543578.000000 Penalty: 6123.712891
	Iteration 6F: 3 clusters Score -2.254358e+07 nChanged 20871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201937 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -22563290.000000 Penalty: 6123.712891
	Iteration 7F: 3 clusters Score -2.256329e+07 nChanged 15864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217801 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -22578272.000000 Penalty: 6123.712891
	Iteration 8F: 3 clusters Score -2.257827e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225813 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -22585546.000000 Penalty: 6123.712891
	Iteration 9Q: 3 clusters Score -2.258555e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228692 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -22588068.000000 Penalty: 6123.712891
	Iteration 10Q: 3 clusters Score -2.258807e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229472 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -22588850.000000 Penalty: 6123.712891
	Iteration 11Q: 3 clusters Score -2.258885e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229693 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -22589122.000000 Penalty: 6123.712891
	Iteration 12Q: 3 clusters Score -2.258912e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229758 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -22589244.000000 Penalty: 6123.712891
	Iteration 13Q: 3 clusters Score -2.258924e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229785 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -22589314.000000 Penalty: 6123.712891
	Iteration 14Q: 3 clusters Score -2.258931e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229791 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -22589352.000000 Penalty: 6123.712891
	Iteration 15Q: 3 clusters Score -2.258935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229801 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -22589360.000000 Penalty: 6123.712891
	Iteration 16Q: 3 clusters Score -2.258936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229808 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22589378.000000 Penalty: 6123.712891
	Iteration 17Q: 3 clusters Score -2.258938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229815 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22589390.000000 Penalty: 6123.712891
	Iteration 18Q: 3 clusters Score -2.258939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229819 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22589394.000000 Penalty: 6123.712891
	Iteration 19Q: 3 clusters Score -2.258939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229820 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22589392.000000 Penalty: 6123.712891
	Iteration 20F: 3 clusters Score -2.258939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229820 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22589386.000000 Penalty: 6123.712891
	Iteration 21Q: 3 clusters Score -2.258939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229820 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22589412.000000 Penalty: 6123.712891
	Iteration 22Q: 3 clusters Score -2.258941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229822 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -22589400.000000 Penalty: 6123.712891
	Iteration 23Q: 3 clusters Score -2.25894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229825 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -22589406.000000 Penalty: 6123.712891
	Iteration 24Q: 3 clusters Score -2.258941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229827 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -22589414.000000 Penalty: 6123.712891
	Iteration 25Q: 3 clusters Score -2.258941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229827 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -22589414.000000 Penalty: 6123.712891
	Iteration 26F: 3 clusters Score -2.258941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70678 members 
Entering Unmasked Estep 
Score: -6810759.000000 Penalty: 2769.140625
	Iteration 0F: 2 clusters Score -6810759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -6763585.000000 Penalty: 5538.281250
	Iteration 0F: 3 clusters Score -6763585 nChanged 32883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -6782234.500000 Penalty: 5538.281250
	Iteration 1F: 3 clusters Score -6782234 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -6783222.000000 Penalty: 5538.281250
	Iteration 2Q: 3 clusters Score -6783222 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -6784652.000000 Penalty: 5538.281250
	Iteration 3Q: 3 clusters Score -6784652 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -6786788.500000 Penalty: 5538.281250
	Iteration 4Q: 3 clusters Score -6786788 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -6789405.500000 Penalty: 5538.281250
	Iteration 5F: 3 clusters Score -6789406 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -6792111.000000 Penalty: 5538.281250
	Iteration 6F: 3 clusters Score -6792111 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -6794642.500000 Penalty: 5538.281250
	Iteration 7F: 3 clusters Score -6794642 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -6797143.500000 Penalty: 5538.281250
	Iteration 8F: 3 clusters Score -6797144 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -6799528.000000 Penalty: 5538.281250
	Iteration 9F: 3 clusters Score -6799528 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -6801889.000000 Penalty: 5538.281250
	Iteration 10Q: 3 clusters Score -6801889 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -6803993.000000 Penalty: 5538.281250
	Iteration 11Q: 3 clusters Score -6803993 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -6805697.000000 Penalty: 5538.281250
	Iteration 12Q: 3 clusters Score -6805697 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -6806915.000000 Penalty: 5538.281250
	Iteration 13Q: 3 clusters Score -6806915 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -6807736.000000 Penalty: 5538.281250
	Iteration 14Q: 3 clusters Score -6807736 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59406 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -6808379.500000 Penalty: 5538.281250
	Iteration 15Q: 3 clusters Score -6808380 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -6808853.500000 Penalty: 5538.281250
	Iteration 16Q: 3 clusters Score -6808854 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -6809346.500000 Penalty: 5538.281250
	Iteration 17Q: 3 clusters Score -6809346 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -6809856.500000 Penalty: 5538.281250
	Iteration 18Q: 3 clusters Score -6809856 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -6810332.000000 Penalty: 5538.281250
	Iteration 19Q: 3 clusters Score -6810332 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64011 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -6810811.500000 Penalty: 5538.281250
	Iteration 20F: 3 clusters Score -6810812 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -6811317.000000 Penalty: 5538.281250
	Iteration 21Q: 3 clusters Score -6811317 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65548 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -6811793.000000 Penalty: 5538.281250
	Iteration 22Q: 3 clusters Score -6811793 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -6812254.000000 Penalty: 5538.281250
	Iteration 23Q: 3 clusters Score -6812254 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -6812576.000000 Penalty: 5538.281250
	Iteration 24Q: 3 clusters Score -6812576 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -6812892.000000 Penalty: 5538.281250
	Iteration 25Q: 3 clusters Score -6812892 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -6813091.000000 Penalty: 5538.281250
	Iteration 26Q: 3 clusters Score -6813091 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67314 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -6813221.500000 Penalty: 5538.281250
	Iteration 27Q: 3 clusters Score -6813222 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67419 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -6813258.500000 Penalty: 5538.281250
	Iteration 28Q: 3 clusters Score -6813258 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67490 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -6813283.000000 Penalty: 5538.281250
	Iteration 29Q: 3 clusters Score -6813283 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -6813292.000000 Penalty: 5538.281250
	Iteration 30Q: 3 clusters Score -6813292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67569 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -6813308.500000 Penalty: 5538.281250
	Iteration 31Q: 3 clusters Score -6813308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -6813298.500000 Penalty: 5538.281250
	Iteration 32Q: 3 clusters Score -6813298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -6813313.500000 Penalty: 5538.281250
	Iteration 33Q: 3 clusters Score -6813314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -6813334.500000 Penalty: 5538.281250
	Iteration 34Q: 3 clusters Score -6813334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -6813336.500000 Penalty: 5538.281250
	Iteration 35Q: 3 clusters Score -6813336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -6813340.000000 Penalty: 5538.281250
	Iteration 36Q: 3 clusters Score -6813340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67665 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -6813347.500000 Penalty: 5538.281250
	Iteration 37Q: 3 clusters Score -6813348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -6813351.000000 Penalty: 5538.281250
	Iteration 38Q: 3 clusters Score -6813351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6813347.000000 Penalty: 5538.281250
	Iteration 39Q: 3 clusters Score -6813347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6813347.000000 Penalty: 5538.281250
	Iteration 40F: 3 clusters Score -6813347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 119970 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 20360 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 19137 members 
Mstep: Class 6 contains 173202 members 
Mstep: Class 7 contains 230083 members 
Mstep: Class 8 contains 67671 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 10948 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 69865 members 
Mstep: Class 13 contains 38187 members 
Mstep: Class 14 contains 336101 members 
Mstep: Class 15 contains 17671 members 
Mstep: Class 16 contains 211759 members 
Mstep: Class 17 contains 18741 members 
Mstep: Class 18 contains 3007 members 
Mstep: Class 19 contains 120638 members 
Mstep: Class 20 contains 40017 members 
Mstep: Class 21 contains 98732 members 
Mstep: Class 22 contains 26302 members 
Entering Unmasked Estep 
Score: -157412704.000000 Penalty: 78182.000000
Splitting cluster 8 changes total score from -157267824.000000 to -157412704.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 9 (24671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Entering Unmasked Estep 
Score: -2244394.250000 Penalty: 2508.119141
	Iteration 0F: 2 clusters Score -2244394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2227332.500000 Penalty: 5016.238281
	Iteration 0F: 3 clusters Score -2227332 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2233631.000000 Penalty: 5016.238281
	Iteration 1F: 3 clusters Score -2233631 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2234915.500000 Penalty: 5016.238281
	Iteration 2F: 3 clusters Score -2234916 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2236577.000000 Penalty: 5016.238281
	Iteration 3F: 3 clusters Score -2236577 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2238108.000000 Penalty: 5016.238281
	Iteration 4F: 3 clusters Score -2238108 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2239207.250000 Penalty: 5016.238281
	Iteration 5F: 3 clusters Score -2239207 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2239838.500000 Penalty: 5016.238281
	Iteration 6F: 3 clusters Score -2239838 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2240140.250000 Penalty: 5016.238281
	Iteration 7Q: 3 clusters Score -2240140 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2240330.500000 Penalty: 5016.238281
	Iteration 8Q: 3 clusters Score -2240330 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2240459.250000 Penalty: 5016.238281
	Iteration 9Q: 3 clusters Score -2240459 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2240552.250000 Penalty: 5016.238281
	Iteration 10Q: 3 clusters Score -2240552 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2240621.250000 Penalty: 5016.238281
	Iteration 11Q: 3 clusters Score -2240621 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2240693.750000 Penalty: 5016.238281
	Iteration 12Q: 3 clusters Score -2240694 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2240730.750000 Penalty: 5016.238281
	Iteration 13Q: 3 clusters Score -2240731 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2240773.250000 Penalty: 5016.238281
	Iteration 14Q: 3 clusters Score -2240773 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2240806.000000 Penalty: 5016.238281
	Iteration 15Q: 3 clusters Score -2240806 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2240827.250000 Penalty: 5016.238281
	Iteration 16Q: 3 clusters Score -2240827 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2240861.500000 Penalty: 5016.238281
	Iteration 17Q: 3 clusters Score -2240862 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2240877.500000 Penalty: 5016.238281
	Iteration 18Q: 3 clusters Score -2240878 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2240897.500000 Penalty: 5016.238281
	Iteration 19Q: 3 clusters Score -2240898 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2240902.750000 Penalty: 5016.238281
	Iteration 20F: 3 clusters Score -2240903 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2240919.250000 Penalty: 5016.238281
	Iteration 21Q: 3 clusters Score -2240919 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2240936.000000 Penalty: 5016.238281
	Iteration 22Q: 3 clusters Score -2240936 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2240930.750000 Penalty: 5016.238281
	Iteration 23Q: 3 clusters Score -2240931 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2240937.000000 Penalty: 5016.238281
	Iteration 24Q: 3 clusters Score -2240937 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2240942.250000 Penalty: 5016.238281
	Iteration 25Q: 3 clusters Score -2240942 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2240954.500000 Penalty: 5016.238281
	Iteration 26Q: 3 clusters Score -2240954 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2240965.750000 Penalty: 5016.238281
	Iteration 27Q: 3 clusters Score -2240966 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2240975.500000 Penalty: 5016.238281
	Iteration 28Q: 3 clusters Score -2240976 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2240998.000000 Penalty: 5016.238281
	Iteration 29Q: 3 clusters Score -2240998 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2241004.000000 Penalty: 5016.238281
	Iteration 30Q: 3 clusters Score -2241004 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2241010.000000 Penalty: 5016.238281
	Iteration 31Q: 3 clusters Score -2241010 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2241029.000000 Penalty: 5016.238281
	Iteration 32Q: 3 clusters Score -2241029 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2241058.000000 Penalty: 5016.238281
	Iteration 33Q: 3 clusters Score -2241058 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2241106.250000 Penalty: 5016.238281
	Iteration 34Q: 3 clusters Score -2241106 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2241161.000000 Penalty: 5016.238281
	Iteration 35Q: 3 clusters Score -2241161 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2241219.000000 Penalty: 5016.238281
	Iteration 36Q: 3 clusters Score -2241219 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2241258.500000 Penalty: 5016.238281
	Iteration 37Q: 3 clusters Score -2241258 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2241297.000000 Penalty: 5016.238281
	Iteration 38Q: 3 clusters Score -2241297 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2241344.000000 Penalty: 5016.238281
	Iteration 39Q: 3 clusters Score -2241344 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2241385.500000 Penalty: 5016.238281
	Iteration 40F: 3 clusters Score -2241386 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2241429.000000 Penalty: 5016.238281
	Iteration 41Q: 3 clusters Score -2241429 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2241478.250000 Penalty: 5016.238281
	Iteration 42Q: 3 clusters Score -2241478 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2241540.750000 Penalty: 5016.238281
	Iteration 43Q: 3 clusters Score -2241541 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2241606.500000 Penalty: 5016.238281
	Iteration 44Q: 3 clusters Score -2241606 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2241695.750000 Penalty: 5016.238281
	Iteration 45Q: 3 clusters Score -2241696 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2241799.500000 Penalty: 5016.238281
	Iteration 46Q: 3 clusters Score -2241800 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2241937.250000 Penalty: 5016.238281
	Iteration 47Q: 3 clusters Score -2241937 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2242078.750000 Penalty: 5016.238281
	Iteration 48Q: 3 clusters Score -2242079 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2242232.000000 Penalty: 5016.238281
	Iteration 49Q: 3 clusters Score -2242232 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2242364.250000 Penalty: 5016.238281
	Iteration 50Q: 3 clusters Score -2242364 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2242509.500000 Penalty: 5016.238281
	Iteration 51Q: 3 clusters Score -2242510 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2242646.250000 Penalty: 5016.238281
	Iteration 52Q: 3 clusters Score -2242646 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2242805.000000 Penalty: 5016.238281
	Iteration 53Q: 3 clusters Score -2242805 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2242945.500000 Penalty: 5016.238281
	Iteration 54Q: 3 clusters Score -2242946 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2243088.250000 Penalty: 5016.238281
	Iteration 55Q: 3 clusters Score -2243088 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2243213.000000 Penalty: 5016.238281
	Iteration 56Q: 3 clusters Score -2243213 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2243323.000000 Penalty: 5016.238281
	Iteration 57Q: 3 clusters Score -2243323 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2243415.250000 Penalty: 5016.238281
	Iteration 58Q: 3 clusters Score -2243415 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2243479.250000 Penalty: 5016.238281
	Iteration 59Q: 3 clusters Score -2243479 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2243544.000000 Penalty: 5016.238281
	Iteration 60F: 3 clusters Score -2243544 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2243596.750000 Penalty: 5016.238281
	Iteration 61Q: 3 clusters Score -2243597 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2243637.000000 Penalty: 5016.238281
	Iteration 62Q: 3 clusters Score -2243637 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2243663.500000 Penalty: 5016.238281
	Iteration 63Q: 3 clusters Score -2243664 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2243696.000000 Penalty: 5016.238281
	Iteration 64Q: 3 clusters Score -2243696 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2243721.000000 Penalty: 5016.238281
	Iteration 65Q: 3 clusters Score -2243721 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2243750.250000 Penalty: 5016.238281
	Iteration 66Q: 3 clusters Score -2243750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2243759.500000 Penalty: 5016.238281
	Iteration 67Q: 3 clusters Score -2243760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2243773.500000 Penalty: 5016.238281
	Iteration 68Q: 3 clusters Score -2243774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2243781.250000 Penalty: 5016.238281
	Iteration 69Q: 3 clusters Score -2243781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2243787.750000 Penalty: 5016.238281
	Iteration 70Q: 3 clusters Score -2243788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2243802.000000 Penalty: 5016.238281
	Iteration 71Q: 3 clusters Score -2243802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2243805.750000 Penalty: 5016.238281
	Iteration 72Q: 3 clusters Score -2243806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2243812.250000 Penalty: 5016.238281
	Iteration 73Q: 3 clusters Score -2243812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2243810.750000 Penalty: 5016.238281
	Iteration 74Q: 3 clusters Score -2243811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2243815.000000 Penalty: 5016.238281
	Iteration 75Q: 3 clusters Score -2243815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2243825.250000 Penalty: 5016.238281
	Iteration 76Q: 3 clusters Score -2243825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2243820.000000 Penalty: 5016.238281
	Iteration 77Q: 3 clusters Score -2243820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2243821.750000 Penalty: 5016.238281
	Iteration 78Q: 3 clusters Score -2243822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2243823.750000 Penalty: 5016.238281
	Iteration 79Q: 3 clusters Score -2243824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2243823.750000 Penalty: 5016.238281
	Iteration 80F: 3 clusters Score -2243824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2243823.750000 Penalty: 5016.238281
	Iteration 81Q: 3 clusters Score -2243824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2243826.000000 Penalty: 5016.238281
	Iteration 82Q: 3 clusters Score -2243826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2243825.000000 Penalty: 5016.238281
	Iteration 83Q: 3 clusters Score -2243825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2243827.500000 Penalty: 5016.238281
	Iteration 84Q: 3 clusters Score -2243828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2243832.250000 Penalty: 5016.238281
	Iteration 85Q: 3 clusters Score -2243832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2243830.750000 Penalty: 5016.238281
	Iteration 86Q: 3 clusters Score -2243831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2243830.500000 Penalty: 5016.238281
	Iteration 87Q: 3 clusters Score -2243830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2243835.250000 Penalty: 5016.238281
	Iteration 88Q: 3 clusters Score -2243835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2243833.500000 Penalty: 5016.238281
	Iteration 89Q: 3 clusters Score -2243834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2243836.000000 Penalty: 5016.238281
	Iteration 90Q: 3 clusters Score -2243836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2243835.750000 Penalty: 5016.238281
	Iteration 91Q: 3 clusters Score -2243836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2243835.750000 Penalty: 5016.238281
	Iteration 92F: 3 clusters Score -2243836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Entering Unmasked Estep 
Score: -903680.250000 Penalty: 2306.626221
	Iteration 0F: 2 clusters Score -903680.2 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 5498 members 
Entering Unmasked Estep 
Score: -895608.312500 Penalty: 4613.252441
	Iteration 0F: 3 clusters Score -895608.3 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -899529.875000 Penalty: 4613.252441
	Iteration 1F: 3 clusters Score -899529.9 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -901170.937500 Penalty: 4613.252441
	Iteration 2F: 3 clusters Score -901170.9 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -902796.625000 Penalty: 4613.252441
	Iteration 3F: 3 clusters Score -902796.6 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -904143.312500 Penalty: 4613.252441
	Iteration 4F: 3 clusters Score -904143.3 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -905047.687500 Penalty: 4613.252441
	Iteration 5F: 3 clusters Score -905047.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -905996.125000 Penalty: 4613.252441
	Iteration 6F: 3 clusters Score -905996.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -907471.000000 Penalty: 4613.252441
	Iteration 7Q: 3 clusters Score -907471 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -908318.750000 Penalty: 4613.252441
	Iteration 8Q: 3 clusters Score -908318.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -908759.812500 Penalty: 4613.252441
	Iteration 9Q: 3 clusters Score -908759.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -909112.687500 Penalty: 4613.252441
	Iteration 10Q: 3 clusters Score -909112.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -909278.437500 Penalty: 4613.252441
	Iteration 11Q: 3 clusters Score -909278.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -909352.812500 Penalty: 4613.252441
	Iteration 12Q: 3 clusters Score -909352.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -909381.687500 Penalty: 4613.252441
	Iteration 13Q: 3 clusters Score -909381.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -909393.937500 Penalty: 4613.252441
	Iteration 14Q: 3 clusters Score -909393.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -909402.062500 Penalty: 4613.252441
	Iteration 15Q: 3 clusters Score -909402.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -909403.937500 Penalty: 4613.252441
	Iteration 16Q: 3 clusters Score -909403.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -909406.750000 Penalty: 4613.252441
	Iteration 17Q: 3 clusters Score -909406.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -909412.562500 Penalty: 4613.252441
	Iteration 18Q: 3 clusters Score -909412.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -909413.062500 Penalty: 4613.252441
	Iteration 19Q: 3 clusters Score -909413.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -909415.812500 Penalty: 4613.252441
	Iteration 20F: 3 clusters Score -909415.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -909416.687500 Penalty: 4613.252441
	Iteration 21Q: 3 clusters Score -909416.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -909418.625000 Penalty: 4613.252441
	Iteration 22Q: 3 clusters Score -909418.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -909420.750000 Penalty: 4613.252441
	Iteration 23Q: 3 clusters Score -909420.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -909420.312500 Penalty: 4613.252441
	Iteration 24Q: 3 clusters Score -909420.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -909418.437500 Penalty: 4613.252441
	Iteration 25Q: 3 clusters Score -909418.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -909419.125000 Penalty: 4613.252441
	Iteration 26Q: 3 clusters Score -909419.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -909420.125000 Penalty: 4613.252441
	Iteration 27Q: 3 clusters Score -909420.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -909423.500000 Penalty: 4613.252441
	Iteration 28Q: 3 clusters Score -909423.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -909423.937500 Penalty: 4613.252441
	Iteration 29Q: 3 clusters Score -909423.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -909424.750000 Penalty: 4613.252441
	Iteration 30Q: 3 clusters Score -909424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -909424.750000 Penalty: 4613.252441
	Iteration 31F: 3 clusters Score -909424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 119970 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 20360 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 19137 members 
Mstep: Class 6 contains 173202 members 
Mstep: Class 7 contains 230083 members 
Mstep: Class 8 contains 67671 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 69865 members 
Mstep: Class 13 contains 38187 members 
Mstep: Class 14 contains 336101 members 
Mstep: Class 15 contains 17671 members 
Mstep: Class 16 contains 211759 members 
Mstep: Class 17 contains 18741 members 
Mstep: Class 18 contains 3007 members 
Mstep: Class 19 contains 120638 members 
Mstep: Class 20 contains 40017 members 
Mstep: Class 21 contains 98732 members 
Mstep: Class 22 contains 26302 members 
Mstep: Class 23 contains 4712 members 
Entering Unmasked Estep 
Score: -157416368.000000 Penalty: 81735.726562
Splitting cluster 10 changes total score from -157267824.000000 to -157416368.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (10535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Entering Unmasked Estep 
Score: -1050834.125000 Penalty: 2297.089844
	Iteration 0F: 2 clusters Score -1050834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1042759.125000 Penalty: 4594.179688
	Iteration 0F: 3 clusters Score -1042759 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1045128.750000 Penalty: 4594.179688
	Iteration 1F: 3 clusters Score -1045129 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1045446.875000 Penalty: 4594.179688
	Iteration 2F: 3 clusters Score -1045447 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1045695.125000 Penalty: 4594.179688
	Iteration 3F: 3 clusters Score -1045695 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1045903.562500 Penalty: 4594.179688
	Iteration 4Q: 3 clusters Score -1045904 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1046080.562500 Penalty: 4594.179688
	Iteration 5Q: 3 clusters Score -1046081 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1046232.062500 Penalty: 4594.179688
	Iteration 6Q: 3 clusters Score -1046232 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1046362.062500 Penalty: 4594.179688
	Iteration 7Q: 3 clusters Score -1046362 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1046501.187500 Penalty: 4594.179688
	Iteration 8Q: 3 clusters Score -1046501 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1046636.562500 Penalty: 4594.179688
	Iteration 9Q: 3 clusters Score -1046637 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1046777.687500 Penalty: 4594.179688
	Iteration 10Q: 3 clusters Score -1046778 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1046906.437500 Penalty: 4594.179688
	Iteration 11Q: 3 clusters Score -1046906 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1047043.375000 Penalty: 4594.179688
	Iteration 12Q: 3 clusters Score -1047043 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1047198.750000 Penalty: 4594.179688
	Iteration 13Q: 3 clusters Score -1047199 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1047360.687500 Penalty: 4594.179688
	Iteration 14Q: 3 clusters Score -1047361 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1047504.500000 Penalty: 4594.179688
	Iteration 15Q: 3 clusters Score -1047504 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1047640.812500 Penalty: 4594.179688
	Iteration 16Q: 3 clusters Score -1047641 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1047781.562500 Penalty: 4594.179688
	Iteration 17Q: 3 clusters Score -1047782 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1047899.875000 Penalty: 4594.179688
	Iteration 18Q: 3 clusters Score -1047900 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1048000.875000 Penalty: 4594.179688
	Iteration 19Q: 3 clusters Score -1048001 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1048089.250000 Penalty: 4594.179688
	Iteration 20F: 3 clusters Score -1048089 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1048171.250000 Penalty: 4594.179688
	Iteration 21Q: 3 clusters Score -1048171 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1048246.687500 Penalty: 4594.179688
	Iteration 22Q: 3 clusters Score -1048247 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1048315.937500 Penalty: 4594.179688
	Iteration 23Q: 3 clusters Score -1048316 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1048385.125000 Penalty: 4594.179688
	Iteration 24Q: 3 clusters Score -1048385 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1048443.000000 Penalty: 4594.179688
	Iteration 25Q: 3 clusters Score -1048443 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1048485.437500 Penalty: 4594.179688
	Iteration 26Q: 3 clusters Score -1048485 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1048522.250000 Penalty: 4594.179688
	Iteration 27Q: 3 clusters Score -1048522 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1048549.250000 Penalty: 4594.179688
	Iteration 28Q: 3 clusters Score -1048549 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1048565.750000 Penalty: 4594.179688
	Iteration 29Q: 3 clusters Score -1048566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1048580.875000 Penalty: 4594.179688
	Iteration 30Q: 3 clusters Score -1048581 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1048603.500000 Penalty: 4594.179688
	Iteration 31Q: 3 clusters Score -1048604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1048619.625000 Penalty: 4594.179688
	Iteration 32Q: 3 clusters Score -1048620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1048635.625000 Penalty: 4594.179688
	Iteration 33Q: 3 clusters Score -1048636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1048653.250000 Penalty: 4594.179688
	Iteration 34Q: 3 clusters Score -1048653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1048668.625000 Penalty: 4594.179688
	Iteration 35Q: 3 clusters Score -1048669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1048683.375000 Penalty: 4594.179688
	Iteration 36Q: 3 clusters Score -1048683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1048693.750000 Penalty: 4594.179688
	Iteration 37Q: 3 clusters Score -1048694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1048707.250000 Penalty: 4594.179688
	Iteration 38Q: 3 clusters Score -1048707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1048718.375000 Penalty: 4594.179688
	Iteration 39Q: 3 clusters Score -1048718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1048729.500000 Penalty: 4594.179688
	Iteration 40F: 3 clusters Score -1048730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1048734.500000 Penalty: 4594.179688
	Iteration 41Q: 3 clusters Score -1048734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1048747.125000 Penalty: 4594.179688
	Iteration 42Q: 3 clusters Score -1048747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1048757.250000 Penalty: 4594.179688
	Iteration 43Q: 3 clusters Score -1048757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1048762.500000 Penalty: 4594.179688
	Iteration 44Q: 3 clusters Score -1048762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1048770.625000 Penalty: 4594.179688
	Iteration 45Q: 3 clusters Score -1048771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1048775.500000 Penalty: 4594.179688
	Iteration 46Q: 3 clusters Score -1048776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1048776.750000 Penalty: 4594.179688
	Iteration 47Q: 3 clusters Score -1048777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1048775.500000 Penalty: 4594.179688
	Iteration 48Q: 3 clusters Score -1048776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1048777.625000 Penalty: 4594.179688
	Iteration 49Q: 3 clusters Score -1048778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1048777.750000 Penalty: 4594.179688
	Iteration 50Q: 3 clusters Score -1048778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1048777.750000 Penalty: 4594.179688
	Iteration 51Q: 3 clusters Score -1048778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1048782.250000 Penalty: 4594.179688
	Iteration 52Q: 3 clusters Score -1048782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1048788.500000 Penalty: 4594.179688
	Iteration 53Q: 3 clusters Score -1048788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1048790.250000 Penalty: 4594.179688
	Iteration 54Q: 3 clusters Score -1048790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1048794.125000 Penalty: 4594.179688
	Iteration 55Q: 3 clusters Score -1048794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1048798.000000 Penalty: 4594.179688
	Iteration 56Q: 3 clusters Score -1048798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1048797.250000 Penalty: 4594.179688
	Iteration 57Q: 3 clusters Score -1048797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1048798.750000 Penalty: 4594.179688
	Iteration 58Q: 3 clusters Score -1048799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1048796.875000 Penalty: 4594.179688
	Iteration 59Q: 3 clusters Score -1048797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1048798.375000 Penalty: 4594.179688
	Iteration 60F: 3 clusters Score -1048798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Entering Unmasked Estep 
Score: -6798580.500000 Penalty: 2766.271240
	Iteration 0F: 2 clusters Score -6798580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -6751747.000000 Penalty: 5532.542480
	Iteration 0F: 3 clusters Score -6751747 nChanged 32707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -6770267.000000 Penalty: 5532.542480
	Iteration 1F: 3 clusters Score -6770267 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -6770824.500000 Penalty: 5532.542480
	Iteration 2Q: 3 clusters Score -6770824 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -6771351.000000 Penalty: 5532.542480
	Iteration 3Q: 3 clusters Score -6771351 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -6771935.500000 Penalty: 5532.542480
	Iteration 4Q: 3 clusters Score -6771936 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -6772553.500000 Penalty: 5532.542480
	Iteration 5Q: 3 clusters Score -6772554 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -6773171.000000 Penalty: 5532.542480
	Iteration 6Q: 3 clusters Score -6773171 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -6773953.500000 Penalty: 5532.542480
	Iteration 7Q: 3 clusters Score -6773954 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -6774908.500000 Penalty: 5532.542480
	Iteration 8Q: 3 clusters Score -6774908 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -6776159.500000 Penalty: 5532.542480
	Iteration 9Q: 3 clusters Score -6776160 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -6777836.500000 Penalty: 5532.542480
	Iteration 10Q: 3 clusters Score -6777836 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -6780011.000000 Penalty: 5532.542480
	Iteration 11F: 3 clusters Score -6780011 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -6782241.000000 Penalty: 5532.542480
	Iteration 12F: 3 clusters Score -6782241 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -6784392.500000 Penalty: 5532.542480
	Iteration 13Q: 3 clusters Score -6784392 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -6785912.000000 Penalty: 5532.542480
	Iteration 14Q: 3 clusters Score -6785912 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -6786784.500000 Penalty: 5532.542480
	Iteration 15Q: 3 clusters Score -6786784 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -6787395.000000 Penalty: 5532.542480
	Iteration 16Q: 3 clusters Score -6787395 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -6787747.500000 Penalty: 5532.542480
	Iteration 17Q: 3 clusters Score -6787748 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -6788018.500000 Penalty: 5532.542480
	Iteration 18Q: 3 clusters Score -6788018 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -6788277.000000 Penalty: 5532.542480
	Iteration 19Q: 3 clusters Score -6788277 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -6788476.000000 Penalty: 5532.542480
	Iteration 20F: 3 clusters Score -6788476 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -6788721.500000 Penalty: 5532.542480
	Iteration 21Q: 3 clusters Score -6788722 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -6789032.500000 Penalty: 5532.542480
	Iteration 22Q: 3 clusters Score -6789032 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -6789303.500000 Penalty: 5532.542480
	Iteration 23Q: 3 clusters Score -6789304 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -6789574.500000 Penalty: 5532.542480
	Iteration 24Q: 3 clusters Score -6789574 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -6789835.500000 Penalty: 5532.542480
	Iteration 25Q: 3 clusters Score -6789836 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -6790153.000000 Penalty: 5532.542480
	Iteration 26Q: 3 clusters Score -6790153 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57960 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -6790397.000000 Penalty: 5532.542480
	Iteration 27Q: 3 clusters Score -6790397 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -6790750.000000 Penalty: 5532.542480
	Iteration 28Q: 3 clusters Score -6790750 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -6791070.000000 Penalty: 5532.542480
	Iteration 29Q: 3 clusters Score -6791070 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -6791557.500000 Penalty: 5532.542480
	Iteration 30Q: 3 clusters Score -6791558 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -6792029.500000 Penalty: 5532.542480
	Iteration 31Q: 3 clusters Score -6792030 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -6792537.000000 Penalty: 5532.542480
	Iteration 32Q: 3 clusters Score -6792537 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -6793097.500000 Penalty: 5532.542480
	Iteration 33Q: 3 clusters Score -6793098 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64619 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -6793692.500000 Penalty: 5532.542480
	Iteration 34Q: 3 clusters Score -6793692 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -6794239.000000 Penalty: 5532.542480
	Iteration 35Q: 3 clusters Score -6794239 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -6794756.500000 Penalty: 5532.542480
	Iteration 36Q: 3 clusters Score -6794756 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66912 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6795246.500000 Penalty: 5532.542480
	Iteration 37Q: 3 clusters Score -6795246 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67405 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -6795589.000000 Penalty: 5532.542480
	Iteration 38Q: 3 clusters Score -6795589 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6795844.000000 Penalty: 5532.542480
	Iteration 39Q: 3 clusters Score -6795844 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68005 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6796084.000000 Penalty: 5532.542480
	Iteration 40F: 3 clusters Score -6796084 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68210 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6796275.000000 Penalty: 5532.542480
	Iteration 41Q: 3 clusters Score -6796275 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68337 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6796424.500000 Penalty: 5532.542480
	Iteration 42Q: 3 clusters Score -6796424 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6796555.000000 Penalty: 5532.542480
	Iteration 43Q: 3 clusters Score -6796555 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6796616.000000 Penalty: 5532.542480
	Iteration 44Q: 3 clusters Score -6796616 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6796698.500000 Penalty: 5532.542480
	Iteration 45Q: 3 clusters Score -6796698 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68532 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6796738.500000 Penalty: 5532.542480
	Iteration 46Q: 3 clusters Score -6796738 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68553 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6796778.500000 Penalty: 5532.542480
	Iteration 47Q: 3 clusters Score -6796778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -6796820.000000 Penalty: 5532.542480
	Iteration 48Q: 3 clusters Score -6796820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6796834.500000 Penalty: 5532.542480
	Iteration 49Q: 3 clusters Score -6796834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6796841.500000 Penalty: 5532.542480
	Iteration 50Q: 3 clusters Score -6796842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6796857.500000 Penalty: 5532.542480
	Iteration 51Q: 3 clusters Score -6796858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68600 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6796861.500000 Penalty: 5532.542480
	Iteration 52Q: 3 clusters Score -6796862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68602 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6796864.500000 Penalty: 5532.542480
	Iteration 53Q: 3 clusters Score -6796864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68607 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6796874.500000 Penalty: 5532.542480
	Iteration 54Q: 3 clusters Score -6796874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68610 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6796881.500000 Penalty: 5532.542480
	Iteration 55Q: 3 clusters Score -6796882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6796885.500000 Penalty: 5532.542480
	Iteration 56Q: 3 clusters Score -6796886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6796887.500000 Penalty: 5532.542480
	Iteration 57Q: 3 clusters Score -6796888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6796889.000000 Penalty: 5532.542480
	Iteration 58Q: 3 clusters Score -6796889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6796887.500000 Penalty: 5532.542480
	Iteration 59Q: 3 clusters Score -6796888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6796898.000000 Penalty: 5532.542480
	Iteration 60F: 3 clusters Score -6796898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6796899.500000 Penalty: 5532.542480
	Iteration 61Q: 3 clusters Score -6796900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68602 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6796886.000000 Penalty: 5532.542480
	Iteration 62Q: 3 clusters Score -6796886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68600 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6796893.000000 Penalty: 5532.542480
	Iteration 63Q: 3 clusters Score -6796893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68600 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6796898.500000 Penalty: 5532.542480
	Iteration 64Q: 3 clusters Score -6796898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68602 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6796898.000000 Penalty: 5532.542480
	Iteration 65Q: 3 clusters Score -6796898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68603 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6796900.000000 Penalty: 5532.542480
	Iteration 66Q: 3 clusters Score -6796900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6796898.500000 Penalty: 5532.542480
	Iteration 67Q: 3 clusters Score -6796898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6796901.000000 Penalty: 5532.542480
	Iteration 68Q: 3 clusters Score -6796901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6796901.000000 Penalty: 5532.542480
	Iteration 69F: 3 clusters Score -6796901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Entering Unmasked Estep 
Score: -3621305.500000 Penalty: 2616.461914
	Iteration 0F: 2 clusters Score -3621306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -3595619.750000 Penalty: 5232.923828
	Iteration 0F: 3 clusters Score -3595620 nChanged 17312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -3606810.500000 Penalty: 5232.923828
	Iteration 1F: 3 clusters Score -3606810 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -3609802.500000 Penalty: 5232.923828
	Iteration 2F: 3 clusters Score -3609802 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -3613529.750000 Penalty: 5232.923828
	Iteration 3F: 3 clusters Score -3613530 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3617324.000000 Penalty: 5232.923828
	Iteration 4F: 3 clusters Score -3617324 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3620079.500000 Penalty: 5232.923828
	Iteration 5F: 3 clusters Score -3620080 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3621769.750000 Penalty: 5232.923828
	Iteration 6F: 3 clusters Score -3621770 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -3623038.750000 Penalty: 5232.923828
	Iteration 7Q: 3 clusters Score -3623039 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -3624046.500000 Penalty: 5232.923828
	Iteration 8Q: 3 clusters Score -3624046 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -3624695.500000 Penalty: 5232.923828
	Iteration 9Q: 3 clusters Score -3624696 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -3625044.500000 Penalty: 5232.923828
	Iteration 10Q: 3 clusters Score -3625044 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -3625191.500000 Penalty: 5232.923828
	Iteration 11Q: 3 clusters Score -3625192 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -3625275.250000 Penalty: 5232.923828
	Iteration 12Q: 3 clusters Score -3625275 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -3625314.000000 Penalty: 5232.923828
	Iteration 13Q: 3 clusters Score -3625314 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -3625358.250000 Penalty: 5232.923828
	Iteration 14Q: 3 clusters Score -3625358 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -3625398.000000 Penalty: 5232.923828
	Iteration 15Q: 3 clusters Score -3625398 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -3625432.750000 Penalty: 5232.923828
	Iteration 16Q: 3 clusters Score -3625433 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3625464.000000 Penalty: 5232.923828
	Iteration 17Q: 3 clusters Score -3625464 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3625494.000000 Penalty: 5232.923828
	Iteration 18Q: 3 clusters Score -3625494 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -3625514.500000 Penalty: 5232.923828
	Iteration 19Q: 3 clusters Score -3625514 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -3625524.500000 Penalty: 5232.923828
	Iteration 20F: 3 clusters Score -3625524 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3625536.000000 Penalty: 5232.923828
	Iteration 21Q: 3 clusters Score -3625536 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -3625551.250000 Penalty: 5232.923828
	Iteration 22Q: 3 clusters Score -3625551 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3625563.000000 Penalty: 5232.923828
	Iteration 23Q: 3 clusters Score -3625563 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -3625562.250000 Penalty: 5232.923828
	Iteration 24Q: 3 clusters Score -3625562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -3625575.750000 Penalty: 5232.923828
	Iteration 25Q: 3 clusters Score -3625576 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -3625579.000000 Penalty: 5232.923828
	Iteration 26Q: 3 clusters Score -3625579 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -3625579.750000 Penalty: 5232.923828
	Iteration 27Q: 3 clusters Score -3625580 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3625577.750000 Penalty: 5232.923828
	Iteration 28Q: 3 clusters Score -3625578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -3625589.000000 Penalty: 5232.923828
	Iteration 29Q: 3 clusters Score -3625589 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -3625606.500000 Penalty: 5232.923828
	Iteration 30Q: 3 clusters Score -3625606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -3625610.750000 Penalty: 5232.923828
	Iteration 31Q: 3 clusters Score -3625611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3625604.500000 Penalty: 5232.923828
	Iteration 32Q: 3 clusters Score -3625604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3625594.250000 Penalty: 5232.923828
	Iteration 33Q: 3 clusters Score -3625594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3625598.000000 Penalty: 5232.923828
	Iteration 34Q: 3 clusters Score -3625598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3625608.750000 Penalty: 5232.923828
	Iteration 35Q: 3 clusters Score -3625609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3625606.000000 Penalty: 5232.923828
	Iteration 36Q: 3 clusters Score -3625606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3625605.750000 Penalty: 5232.923828
	Iteration 37Q: 3 clusters Score -3625606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -3625606.500000 Penalty: 5232.923828
	Iteration 38Q: 3 clusters Score -3625606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3625611.750000 Penalty: 5232.923828
	Iteration 39Q: 3 clusters Score -3625612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3625601.000000 Penalty: 5232.923828
	Iteration 40F: 3 clusters Score -3625601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3625603.500000 Penalty: 5232.923828
	Iteration 41Q: 3 clusters Score -3625604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3625602.250000 Penalty: 5232.923828
	Iteration 42Q: 3 clusters Score -3625602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -3625600.500000 Penalty: 5232.923828
	Iteration 43Q: 3 clusters Score -3625600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3625598.750000 Penalty: 5232.923828
	Iteration 44Q: 3 clusters Score -3625599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3625593.750000 Penalty: 5232.923828
	Iteration 45Q: 3 clusters Score -3625594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -3625596.750000 Penalty: 5232.923828
	Iteration 46Q: 3 clusters Score -3625597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -3625599.000000 Penalty: 5232.923828
	Iteration 47Q: 3 clusters Score -3625599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3625604.000000 Penalty: 5232.923828
	Iteration 48Q: 3 clusters Score -3625604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -3625601.000000 Penalty: 5232.923828
	Iteration 49Q: 3 clusters Score -3625601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3625601.000000 Penalty: 5232.923828
	Iteration 50Q: 3 clusters Score -3625601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -3625603.000000 Penalty: 5232.923828
	Iteration 51Q: 3 clusters Score -3625603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -3625611.000000 Penalty: 5232.923828
	Iteration 52Q: 3 clusters Score -3625611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3625617.000000 Penalty: 5232.923828
	Iteration 53Q: 3 clusters Score -3625617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3625616.750000 Penalty: 5232.923828
	Iteration 54Q: 3 clusters Score -3625617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -3625613.500000 Penalty: 5232.923828
	Iteration 55Q: 3 clusters Score -3625614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3625606.750000 Penalty: 5232.923828
	Iteration 56Q: 3 clusters Score -3625607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3625604.750000 Penalty: 5232.923828
	Iteration 57Q: 3 clusters Score -3625605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3625616.500000 Penalty: 5232.923828
	Iteration 58Q: 3 clusters Score -3625616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -3625612.750000 Penalty: 5232.923828
	Iteration 59Q: 3 clusters Score -3625613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -3625620.250000 Penalty: 5232.923828
	Iteration 60F: 3 clusters Score -3625620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3625627.500000 Penalty: 5232.923828
	Iteration 61Q: 3 clusters Score -3625628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3625628.500000 Penalty: 5232.923828
	Iteration 62Q: 3 clusters Score -3625628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3625635.500000 Penalty: 5232.923828
	Iteration 63Q: 3 clusters Score -3625636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3625637.750000 Penalty: 5232.923828
	Iteration 64Q: 3 clusters Score -3625638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3625630.250000 Penalty: 5232.923828
	Iteration 65Q: 3 clusters Score -3625630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -3625628.250000 Penalty: 5232.923828
	Iteration 66Q: 3 clusters Score -3625628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3625627.750000 Penalty: 5232.923828
	Iteration 67Q: 3 clusters Score -3625628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3625639.250000 Penalty: 5232.923828
	Iteration 68Q: 3 clusters Score -3625639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3625641.000000 Penalty: 5232.923828
	Iteration 69Q: 3 clusters Score -3625641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -3625636.250000 Penalty: 5232.923828
	Iteration 70Q: 3 clusters Score -3625636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3625632.250000 Penalty: 5232.923828
	Iteration 71Q: 3 clusters Score -3625632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3625638.000000 Penalty: 5232.923828
	Iteration 72Q: 3 clusters Score -3625638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -3625637.500000 Penalty: 5232.923828
	Iteration 73Q: 3 clusters Score -3625638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -3625638.250000 Penalty: 5232.923828
	Iteration 74Q: 3 clusters Score -3625638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3625637.500000 Penalty: 5232.923828
	Iteration 75Q: 3 clusters Score -3625638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3625635.750000 Penalty: 5232.923828
	Iteration 76Q: 3 clusters Score -3625636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3625635.000000 Penalty: 5232.923828
	Iteration 77Q: 3 clusters Score -3625635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3625650.250000 Penalty: 5232.923828
	Iteration 78Q: 3 clusters Score -3625650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -3625653.250000 Penalty: 5232.923828
	Iteration 79Q: 3 clusters Score -3625653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -3625649.250000 Penalty: 5232.923828
	Iteration 80F: 3 clusters Score -3625649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3625652.750000 Penalty: 5232.923828
	Iteration 81Q: 3 clusters Score -3625653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3625659.000000 Penalty: 5232.923828
	Iteration 82Q: 3 clusters Score -3625659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3625658.000000 Penalty: 5232.923828
	Iteration 83Q: 3 clusters Score -3625658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3625660.000000 Penalty: 5232.923828
	Iteration 84Q: 3 clusters Score -3625660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3625650.250000 Penalty: 5232.923828
	Iteration 85Q: 3 clusters Score -3625650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3625654.750000 Penalty: 5232.923828
	Iteration 86Q: 3 clusters Score -3625655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3625648.250000 Penalty: 5232.923828
	Iteration 87Q: 3 clusters Score -3625648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -3625646.000000 Penalty: 5232.923828
	Iteration 88Q: 3 clusters Score -3625646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -3625646.000000 Penalty: 5232.923828
	Iteration 89Q: 3 clusters Score -3625646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -3625644.250000 Penalty: 5232.923828
	Iteration 90Q: 3 clusters Score -3625644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3625648.500000 Penalty: 5232.923828
	Iteration 91Q: 3 clusters Score -3625648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -3625648.250000 Penalty: 5232.923828
	Iteration 92Q: 3 clusters Score -3625648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3625647.250000 Penalty: 5232.923828
	Iteration 93Q: 3 clusters Score -3625647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -3625651.000000 Penalty: 5232.923828
	Iteration 94Q: 3 clusters Score -3625651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3625650.500000 Penalty: 5232.923828
	Iteration 95Q: 3 clusters Score -3625650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -3625651.500000 Penalty: 5232.923828
	Iteration 96Q: 3 clusters Score -3625652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -3625651.500000 Penalty: 5232.923828
	Iteration 97F: 3 clusters Score -3625652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 119970 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 20360 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 19137 members 
Mstep: Class 6 contains 173202 members 
Mstep: Class 7 contains 230083 members 
Mstep: Class 8 contains 67671 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 69865 members 
Mstep: Class 13 contains 12782 members 
Mstep: Class 14 contains 336101 members 
Mstep: Class 15 contains 17671 members 
Mstep: Class 16 contains 211759 members 
Mstep: Class 17 contains 18741 members 
Mstep: Class 18 contains 3007 members 
Mstep: Class 19 contains 120638 members 
Mstep: Class 20 contains 40017 members 
Mstep: Class 21 contains 98732 members 
Mstep: Class 22 contains 26302 members 
Mstep: Class 23 contains 4712 members 
Mstep: Class 24 contains 25405 members 
Entering Unmasked Estep 
Score: -157418976.000000 Penalty: 85289.453125
Splitting cluster 13 changes total score from -157267824.000000 to -157418976.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (336101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336101 members 
Entering Unmasked Estep 
Score: -32699624.000000 Penalty: 3155.841553
	Iteration 0F: 2 clusters Score -3.269962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168539 members 
Mstep: Class 2 contains 167562 members 
Entering Unmasked Estep 
Score: -32478774.000000 Penalty: 6311.683105
	Iteration 0F: 3 clusters Score -3.247877e+07 nChanged 163272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180175 members 
Mstep: Class 2 contains 155926 members 
Entering Unmasked Estep 
Score: -32575332.000000 Penalty: 6311.683105
	Iteration 1F: 3 clusters Score -3.257533e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188181 members 
Mstep: Class 2 contains 147920 members 
Entering Unmasked Estep 
Score: -32578078.000000 Penalty: 6311.683105
	Iteration 2Q: 3 clusters Score -3.257808e+07 nChanged 13901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200854 members 
Mstep: Class 2 contains 135247 members 
Entering Unmasked Estep 
Score: -32583222.000000 Penalty: 6311.683105
	Iteration 3Q: 3 clusters Score -3.258322e+07 nChanged 19978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220062 members 
Mstep: Class 2 contains 116039 members 
Entering Unmasked Estep 
Score: -32594410.000000 Penalty: 6311.683105
	Iteration 4F: 3 clusters Score -3.259441e+07 nChanged 26867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246461 members 
Mstep: Class 2 contains 89640 members 
Entering Unmasked Estep 
Score: -32614366.000000 Penalty: 6311.683105
	Iteration 5F: 3 clusters Score -3.261437e+07 nChanged 31397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277502 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -32643402.000000 Penalty: 6311.683105
	Iteration 6F: 3 clusters Score -3.26434e+07 nChanged 28619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305821 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -32674064.000000 Penalty: 6311.683105
	Iteration 7F: 3 clusters Score -3.267406e+07 nChanged 17835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323420 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -32690912.000000 Penalty: 6311.683105
	Iteration 8F: 3 clusters Score -3.269091e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330517 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -32696570.000000 Penalty: 6311.683105
	Iteration 9Q: 3 clusters Score -3.269657e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332518 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -32698614.000000 Penalty: 6311.683105
	Iteration 10Q: 3 clusters Score -3.269861e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332857 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -32699476.000000 Penalty: 6311.683105
	Iteration 11Q: 3 clusters Score -3.269948e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332729 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -32700050.000000 Penalty: 6311.683105
	Iteration 12Q: 3 clusters Score -3.270005e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332551 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -32700536.000000 Penalty: 6311.683105
	Iteration 13Q: 3 clusters Score -3.270054e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332371 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -32700892.000000 Penalty: 6311.683105
	Iteration 14Q: 3 clusters Score -3.270089e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332181 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -32701114.000000 Penalty: 6311.683105
	Iteration 15Q: 3 clusters Score -3.270111e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331990 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -32701314.000000 Penalty: 6311.683105
	Iteration 16Q: 3 clusters Score -3.270131e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331813 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -32701414.000000 Penalty: 6311.683105
	Iteration 17Q: 3 clusters Score -3.270141e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331668 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -32701568.000000 Penalty: 6311.683105
	Iteration 18Q: 3 clusters Score -3.270157e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331550 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -32701652.000000 Penalty: 6311.683105
	Iteration 19Q: 3 clusters Score -3.270165e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331470 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -32701640.000000 Penalty: 6311.683105
	Iteration 20F: 3 clusters Score -3.270164e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331408 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -32701718.000000 Penalty: 6311.683105
	Iteration 21Q: 3 clusters Score -3.270172e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331360 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -32701748.000000 Penalty: 6311.683105
	Iteration 22Q: 3 clusters Score -3.270175e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331317 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -32701774.000000 Penalty: 6311.683105
	Iteration 23Q: 3 clusters Score -3.270177e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331301 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -32701826.000000 Penalty: 6311.683105
	Iteration 24Q: 3 clusters Score -3.270183e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331273 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -32701824.000000 Penalty: 6311.683105
	Iteration 25Q: 3 clusters Score -3.270182e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331271 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -32701876.000000 Penalty: 6311.683105
	Iteration 26Q: 3 clusters Score -3.270188e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331289 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -32701890.000000 Penalty: 6311.683105
	Iteration 27Q: 3 clusters Score -3.270189e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331313 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -32701962.000000 Penalty: 6311.683105
	Iteration 28Q: 3 clusters Score -3.270196e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331336 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -32701966.000000 Penalty: 6311.683105
	Iteration 29Q: 3 clusters Score -3.270197e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331336 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -32702006.000000 Penalty: 6311.683105
	Iteration 30Q: 3 clusters Score -3.270201e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331353 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -32702038.000000 Penalty: 6311.683105
	Iteration 31Q: 3 clusters Score -3.270204e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331368 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -32702088.000000 Penalty: 6311.683105
	Iteration 32Q: 3 clusters Score -3.270209e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331388 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -32702154.000000 Penalty: 6311.683105
	Iteration 33Q: 3 clusters Score -3.270215e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331419 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -32702176.000000 Penalty: 6311.683105
	Iteration 34Q: 3 clusters Score -3.270218e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331430 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -32702244.000000 Penalty: 6311.683105
	Iteration 35Q: 3 clusters Score -3.270224e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331437 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -32702322.000000 Penalty: 6311.683105
	Iteration 36Q: 3 clusters Score -3.270232e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331449 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -32702308.000000 Penalty: 6311.683105
	Iteration 37Q: 3 clusters Score -3.270231e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331465 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -32702296.000000 Penalty: 6311.683105
	Iteration 38Q: 3 clusters Score -3.27023e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331485 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -32702352.000000 Penalty: 6311.683105
	Iteration 39Q: 3 clusters Score -3.270235e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331489 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -32702358.000000 Penalty: 6311.683105
	Iteration 40F: 3 clusters Score -3.270236e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331510 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -32702360.000000 Penalty: 6311.683105
	Iteration 41Q: 3 clusters Score -3.270236e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331553 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -32702400.000000 Penalty: 6311.683105
	Iteration 42Q: 3 clusters Score -3.27024e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331596 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -32702444.000000 Penalty: 6311.683105
	Iteration 43Q: 3 clusters Score -3.270244e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331625 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -32702480.000000 Penalty: 6311.683105
	Iteration 44Q: 3 clusters Score -3.270248e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331649 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -32702548.000000 Penalty: 6311.683105
	Iteration 45Q: 3 clusters Score -3.270255e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331669 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -32702538.000000 Penalty: 6311.683105
	Iteration 46Q: 3 clusters Score -3.270254e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331686 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -32702518.000000 Penalty: 6311.683105
	Iteration 47Q: 3 clusters Score -3.270252e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331693 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -32702522.000000 Penalty: 6311.683105
	Iteration 48Q: 3 clusters Score -3.270252e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331697 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -32702516.000000 Penalty: 6311.683105
	Iteration 49Q: 3 clusters Score -3.270252e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331708 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -32702512.000000 Penalty: 6311.683105
	Iteration 50Q: 3 clusters Score -3.270251e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331718 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -32702496.000000 Penalty: 6311.683105
	Iteration 51Q: 3 clusters Score -3.27025e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331727 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -32702486.000000 Penalty: 6311.683105
	Iteration 52Q: 3 clusters Score -3.270249e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331731 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -32702528.000000 Penalty: 6311.683105
	Iteration 53Q: 3 clusters Score -3.270253e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331737 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -32702520.000000 Penalty: 6311.683105
	Iteration 54Q: 3 clusters Score -3.270252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331737 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -32702542.000000 Penalty: 6311.683105
	Iteration 55Q: 3 clusters Score -3.270254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331741 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -32702550.000000 Penalty: 6311.683105
	Iteration 56Q: 3 clusters Score -3.270255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331742 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -32702556.000000 Penalty: 6311.683105
	Iteration 57Q: 3 clusters Score -3.270256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331740 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -32702572.000000 Penalty: 6311.683105
	Iteration 58Q: 3 clusters Score -3.270257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331736 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -32702570.000000 Penalty: 6311.683105
	Iteration 59Q: 3 clusters Score -3.270257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331735 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -32702586.000000 Penalty: 6311.683105
	Iteration 60F: 3 clusters Score -3.270259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331736 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -32702594.000000 Penalty: 6311.683105
	Iteration 61Q: 3 clusters Score -3.270259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331735 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -32702596.000000 Penalty: 6311.683105
	Iteration 62Q: 3 clusters Score -3.27026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331736 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -32702584.000000 Penalty: 6311.683105
	Iteration 63Q: 3 clusters Score -3.270258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331736 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -32702584.000000 Penalty: 6311.683105
	Iteration 64F: 3 clusters Score -3.270258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 119970 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 20360 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 19137 members 
Mstep: Class 6 contains 173202 members 
Mstep: Class 7 contains 230083 members 
Mstep: Class 8 contains 67671 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 69865 members 
Mstep: Class 13 contains 12782 members 
Mstep: Class 14 contains 331736 members 
Mstep: Class 15 contains 17671 members 
Mstep: Class 16 contains 211759 members 
Mstep: Class 17 contains 18741 members 
Mstep: Class 18 contains 3007 members 
Mstep: Class 19 contains 120638 members 
Mstep: Class 20 contains 40017 members 
Mstep: Class 21 contains 98732 members 
Mstep: Class 22 contains 26302 members 
Mstep: Class 23 contains 4712 members 
Mstep: Class 24 contains 25405 members 
Mstep: Class 25 contains 4365 members 
Entering Unmasked Estep 
Score: -157421936.000000 Penalty: 88843.179688
Splitting cluster 14 changes total score from -157267824.000000 to -157421936.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (17671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Entering Unmasked Estep 
Score: -1654789.000000 Penalty: 2425.360596
	Iteration 0F: 2 clusters Score -1654789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1642152.375000 Penalty: 4850.721191
	Iteration 0F: 3 clusters Score -1642152 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1646706.750000 Penalty: 4850.721191
	Iteration 1F: 3 clusters Score -1646707 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1647714.750000 Penalty: 4850.721191
	Iteration 2F: 3 clusters Score -1647715 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1649371.250000 Penalty: 4850.721191
	Iteration 3F: 3 clusters Score -1649371 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1652287.500000 Penalty: 4850.721191
	Iteration 4F: 3 clusters Score -1652288 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1655072.250000 Penalty: 4850.721191
	Iteration 5F: 3 clusters Score -1655072 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1656208.750000 Penalty: 4850.721191
	Iteration 6F: 3 clusters Score -1656209 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1656766.625000 Penalty: 4850.721191
	Iteration 7Q: 3 clusters Score -1656767 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1657145.375000 Penalty: 4850.721191
	Iteration 8Q: 3 clusters Score -1657145 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1657473.500000 Penalty: 4850.721191
	Iteration 9Q: 3 clusters Score -1657474 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1657730.500000 Penalty: 4850.721191
	Iteration 10Q: 3 clusters Score -1657730 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1657926.750000 Penalty: 4850.721191
	Iteration 11Q: 3 clusters Score -1657927 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1658036.750000 Penalty: 4850.721191
	Iteration 12Q: 3 clusters Score -1658037 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1658096.125000 Penalty: 4850.721191
	Iteration 13Q: 3 clusters Score -1658096 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1658111.000000 Penalty: 4850.721191
	Iteration 14Q: 3 clusters Score -1658111 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1658128.875000 Penalty: 4850.721191
	Iteration 15Q: 3 clusters Score -1658129 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1658143.625000 Penalty: 4850.721191
	Iteration 16Q: 3 clusters Score -1658144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1658151.500000 Penalty: 4850.721191
	Iteration 17Q: 3 clusters Score -1658152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1658148.750000 Penalty: 4850.721191
	Iteration 18Q: 3 clusters Score -1658149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1658151.500000 Penalty: 4850.721191
	Iteration 19Q: 3 clusters Score -1658152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1658151.250000 Penalty: 4850.721191
	Iteration 20F: 3 clusters Score -1658151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1658148.750000 Penalty: 4850.721191
	Iteration 21Q: 3 clusters Score -1658149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1658154.875000 Penalty: 4850.721191
	Iteration 22Q: 3 clusters Score -1658155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1658158.500000 Penalty: 4850.721191
	Iteration 23Q: 3 clusters Score -1658158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1658159.125000 Penalty: 4850.721191
	Iteration 24Q: 3 clusters Score -1658159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1658158.250000 Penalty: 4850.721191
	Iteration 25Q: 3 clusters Score -1658158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1658166.500000 Penalty: 4850.721191
	Iteration 26Q: 3 clusters Score -1658166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1658166.625000 Penalty: 4850.721191
	Iteration 27Q: 3 clusters Score -1658167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1658166.000000 Penalty: 4850.721191
	Iteration 28Q: 3 clusters Score -1658166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1658164.375000 Penalty: 4850.721191
	Iteration 29Q: 3 clusters Score -1658164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1658167.750000 Penalty: 4850.721191
	Iteration 30Q: 3 clusters Score -1658168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1658166.875000 Penalty: 4850.721191
	Iteration 31Q: 3 clusters Score -1658167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1658165.500000 Penalty: 4850.721191
	Iteration 32Q: 3 clusters Score -1658166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1658164.750000 Penalty: 4850.721191
	Iteration 33Q: 3 clusters Score -1658165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1658164.750000 Penalty: 4850.721191
	Iteration 34F: 3 clusters Score -1658165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 119970 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 20360 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 19137 members 
Mstep: Class 6 contains 173202 members 
Mstep: Class 7 contains 230083 members 
Mstep: Class 8 contains 67671 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 69865 members 
Mstep: Class 13 contains 12782 members 
Mstep: Class 14 contains 331736 members 
Mstep: Class 15 contains 13025 members 
Mstep: Class 16 contains 211759 members 
Mstep: Class 17 contains 18741 members 
Mstep: Class 18 contains 3007 members 
Mstep: Class 19 contains 120638 members 
Mstep: Class 20 contains 40017 members 
Mstep: Class 21 contains 98732 members 
Mstep: Class 22 contains 26302 members 
Mstep: Class 23 contains 4712 members 
Mstep: Class 24 contains 25405 members 
Mstep: Class 25 contains 4365 members 
Mstep: Class 26 contains 4646 members 
Entering Unmasked Estep 
Score: -157424416.000000 Penalty: 92396.906250
Splitting cluster 15 changes total score from -157267824.000000 to -157424416.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (18741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Entering Unmasked Estep 
Score: -1721150.125000 Penalty: 2439.940186
	Iteration 0F: 2 clusters Score -1721150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1707948.500000 Penalty: 4879.880371
	Iteration 0F: 3 clusters Score -1707948 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1712465.125000 Penalty: 4879.880371
	Iteration 1F: 3 clusters Score -1712465 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1713393.000000 Penalty: 4879.880371
	Iteration 2F: 3 clusters Score -1713393 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1714806.125000 Penalty: 4879.880371
	Iteration 3F: 3 clusters Score -1714806 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1716665.750000 Penalty: 4879.880371
	Iteration 4F: 3 clusters Score -1716666 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1718667.125000 Penalty: 4879.880371
	Iteration 5F: 3 clusters Score -1718667 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1720623.000000 Penalty: 4879.880371
	Iteration 6F: 3 clusters Score -1720623 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1722150.750000 Penalty: 4879.880371
	Iteration 7F: 3 clusters Score -1722151 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1722797.375000 Penalty: 4879.880371
	Iteration 8Q: 3 clusters Score -1722797 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1723061.375000 Penalty: 4879.880371
	Iteration 9Q: 3 clusters Score -1723061 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1723180.625000 Penalty: 4879.880371
	Iteration 10Q: 3 clusters Score -1723181 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1723239.625000 Penalty: 4879.880371
	Iteration 11Q: 3 clusters Score -1723240 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1723281.500000 Penalty: 4879.880371
	Iteration 12Q: 3 clusters Score -1723282 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1723308.250000 Penalty: 4879.880371
	Iteration 13Q: 3 clusters Score -1723308 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1723336.250000 Penalty: 4879.880371
	Iteration 14Q: 3 clusters Score -1723336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1723347.125000 Penalty: 4879.880371
	Iteration 15Q: 3 clusters Score -1723347 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1723358.500000 Penalty: 4879.880371
	Iteration 16Q: 3 clusters Score -1723358 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1723370.375000 Penalty: 4879.880371
	Iteration 17Q: 3 clusters Score -1723370 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1723385.375000 Penalty: 4879.880371
	Iteration 18Q: 3 clusters Score -1723385 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1723397.625000 Penalty: 4879.880371
	Iteration 19Q: 3 clusters Score -1723398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1723401.750000 Penalty: 4879.880371
	Iteration 20F: 3 clusters Score -1723402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1723411.625000 Penalty: 4879.880371
	Iteration 21Q: 3 clusters Score -1723412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1723411.500000 Penalty: 4879.880371
	Iteration 22Q: 3 clusters Score -1723412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1723411.125000 Penalty: 4879.880371
	Iteration 23Q: 3 clusters Score -1723411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1723410.500000 Penalty: 4879.880371
	Iteration 24Q: 3 clusters Score -1723410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1723411.125000 Penalty: 4879.880371
	Iteration 25Q: 3 clusters Score -1723411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1723415.250000 Penalty: 4879.880371
	Iteration 26Q: 3 clusters Score -1723415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1723423.875000 Penalty: 4879.880371
	Iteration 27Q: 3 clusters Score -1723424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1723427.250000 Penalty: 4879.880371
	Iteration 28Q: 3 clusters Score -1723427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1723431.750000 Penalty: 4879.880371
	Iteration 29Q: 3 clusters Score -1723432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1723438.500000 Penalty: 4879.880371
	Iteration 30Q: 3 clusters Score -1723438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1723444.625000 Penalty: 4879.880371
	Iteration 31Q: 3 clusters Score -1723445 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1723454.250000 Penalty: 4879.880371
	Iteration 32Q: 3 clusters Score -1723454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1723458.750000 Penalty: 4879.880371
	Iteration 33Q: 3 clusters Score -1723459 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1723467.375000 Penalty: 4879.880371
	Iteration 34Q: 3 clusters Score -1723467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1723475.375000 Penalty: 4879.880371
	Iteration 35Q: 3 clusters Score -1723475 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1723483.875000 Penalty: 4879.880371
	Iteration 36Q: 3 clusters Score -1723484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1723493.125000 Penalty: 4879.880371
	Iteration 37Q: 3 clusters Score -1723493 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1723510.000000 Penalty: 4879.880371
	Iteration 38Q: 3 clusters Score -1723510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1723515.625000 Penalty: 4879.880371
	Iteration 39Q: 3 clusters Score -1723516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1723521.125000 Penalty: 4879.880371
	Iteration 40F: 3 clusters Score -1723521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1723521.750000 Penalty: 4879.880371
	Iteration 41Q: 3 clusters Score -1723522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1723527.750000 Penalty: 4879.880371
	Iteration 42Q: 3 clusters Score -1723528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1723527.875000 Penalty: 4879.880371
	Iteration 43Q: 3 clusters Score -1723528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1723527.125000 Penalty: 4879.880371
	Iteration 44Q: 3 clusters Score -1723527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1723531.500000 Penalty: 4879.880371
	Iteration 45Q: 3 clusters Score -1723532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1723535.625000 Penalty: 4879.880371
	Iteration 46Q: 3 clusters Score -1723536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1723536.250000 Penalty: 4879.880371
	Iteration 47Q: 3 clusters Score -1723536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1723534.750000 Penalty: 4879.880371
	Iteration 48Q: 3 clusters Score -1723535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1723533.375000 Penalty: 4879.880371
	Iteration 49Q: 3 clusters Score -1723533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1723531.875000 Penalty: 4879.880371
	Iteration 50Q: 3 clusters Score -1723532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1723531.750000 Penalty: 4879.880371
	Iteration 51Q: 3 clusters Score -1723532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1723533.875000 Penalty: 4879.880371
	Iteration 52Q: 3 clusters Score -1723534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1723532.000000 Penalty: 4879.880371
	Iteration 53Q: 3 clusters Score -1723532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1723530.375000 Penalty: 4879.880371
	Iteration 54Q: 3 clusters Score -1723530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1723535.375000 Penalty: 4879.880371
	Iteration 55Q: 3 clusters Score -1723535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1723536.750000 Penalty: 4879.880371
	Iteration 56Q: 3 clusters Score -1723537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1723537.500000 Penalty: 4879.880371
	Iteration 57Q: 3 clusters Score -1723538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1723536.625000 Penalty: 4879.880371
	Iteration 58Q: 3 clusters Score -1723537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1723535.500000 Penalty: 4879.880371
	Iteration 59Q: 3 clusters Score -1723536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1723536.625000 Penalty: 4879.880371
	Iteration 60F: 3 clusters Score -1723537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1723540.250000 Penalty: 4879.880371
	Iteration 61Q: 3 clusters Score -1723540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1723540.250000 Penalty: 4879.880371
	Iteration 62F: 3 clusters Score -1723540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 119970 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 20360 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 19137 members 
Mstep: Class 6 contains 173202 members 
Mstep: Class 7 contains 230083 members 
Mstep: Class 8 contains 67671 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 69865 members 
Mstep: Class 13 contains 12782 members 
Mstep: Class 14 contains 331736 members 
Mstep: Class 15 contains 13025 members 
Mstep: Class 16 contains 211759 members 
Mstep: Class 17 contains 13014 members 
Mstep: Class 18 contains 3007 members 
Mstep: Class 19 contains 120638 members 
Mstep: Class 20 contains 40017 members 
Mstep: Class 21 contains 98732 members 
Mstep: Class 22 contains 26302 members 
Mstep: Class 23 contains 4712 members 
Mstep: Class 24 contains 25405 members 
Mstep: Class 25 contains 4365 members 
Mstep: Class 26 contains 4646 members 
Mstep: Class 27 contains 5727 members 
Entering Unmasked Estep 
Score: -157426128.000000 Penalty: 95950.632812
Splitting cluster 17 changes total score from -157267824.000000 to -157426128.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (120638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120638 members 
Entering Unmasked Estep 
Score: -11937485.000000 Penalty: 2901.736328
	Iteration 0F: 2 clusters Score -1.193748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -11856571.000000 Penalty: 5803.472656
	Iteration 0F: 3 clusters Score -1.185657e+07 nChanged 57373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -11889331.000000 Penalty: 5803.472656
	Iteration 1F: 3 clusters Score -1.188933e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -11890080.000000 Penalty: 5803.472656
	Iteration 2Q: 3 clusters Score -1.189008e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 56088 members 
Entering Unmasked Estep 
Score: -11890947.000000 Penalty: 5803.472656
	Iteration 3Q: 3 clusters Score -1.189095e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -11892343.000000 Penalty: 5803.472656
	Iteration 4Q: 3 clusters Score -1.189234e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70406 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -11894181.000000 Penalty: 5803.472656
	Iteration 5Q: 3 clusters Score -1.189418e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -11897496.000000 Penalty: 5803.472656
	Iteration 6Q: 3 clusters Score -1.18975e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81696 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -11902093.000000 Penalty: 5803.472656
	Iteration 7F: 3 clusters Score -1.190209e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89305 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -11908550.000000 Penalty: 5803.472656
	Iteration 8F: 3 clusters Score -1.190855e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97269 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -11915555.000000 Penalty: 5803.472656
	Iteration 9F: 3 clusters Score -1.191556e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104374 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -11922052.000000 Penalty: 5803.472656
	Iteration 10F: 3 clusters Score -1.192205e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109913 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -11926874.000000 Penalty: 5803.472656
	Iteration 11Q: 3 clusters Score -1.192687e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113867 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -11930274.000000 Penalty: 5803.472656
	Iteration 12Q: 3 clusters Score -1.193027e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116435 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -11932393.000000 Penalty: 5803.472656
	Iteration 13Q: 3 clusters Score -1.193239e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117946 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -11933485.000000 Penalty: 5803.472656
	Iteration 14Q: 3 clusters Score -1.193348e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118802 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -11934124.000000 Penalty: 5803.472656
	Iteration 15Q: 3 clusters Score -1.193412e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119288 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -11934473.000000 Penalty: 5803.472656
	Iteration 16Q: 3 clusters Score -1.193447e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119552 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -11934688.000000 Penalty: 5803.472656
	Iteration 17Q: 3 clusters Score -1.193469e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119687 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -11934760.000000 Penalty: 5803.472656
	Iteration 18Q: 3 clusters Score -1.193476e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119775 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11934838.000000 Penalty: 5803.472656
	Iteration 19Q: 3 clusters Score -1.193484e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119832 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -11934870.000000 Penalty: 5803.472656
	Iteration 20F: 3 clusters Score -1.193487e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119881 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11934910.000000 Penalty: 5803.472656
	Iteration 21Q: 3 clusters Score -1.193491e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119906 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11934926.000000 Penalty: 5803.472656
	Iteration 22Q: 3 clusters Score -1.193493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119926 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -11934930.000000 Penalty: 5803.472656
	Iteration 23Q: 3 clusters Score -1.193493e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119944 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11934966.000000 Penalty: 5803.472656
	Iteration 24Q: 3 clusters Score -1.193497e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119967 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -11934973.000000 Penalty: 5803.472656
	Iteration 25Q: 3 clusters Score -1.193497e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119982 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11934986.000000 Penalty: 5803.472656
	Iteration 26Q: 3 clusters Score -1.193499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119993 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -11934995.000000 Penalty: 5803.472656
	Iteration 27Q: 3 clusters Score -1.1935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120005 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11935014.000000 Penalty: 5803.472656
	Iteration 28Q: 3 clusters Score -1.193501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120011 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11935006.000000 Penalty: 5803.472656
	Iteration 29Q: 3 clusters Score -1.193501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120016 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -11935009.000000 Penalty: 5803.472656
	Iteration 30Q: 3 clusters Score -1.193501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120024 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -11935023.000000 Penalty: 5803.472656
	Iteration 31Q: 3 clusters Score -1.193502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120030 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11935024.000000 Penalty: 5803.472656
	Iteration 32Q: 3 clusters Score -1.193502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120030 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11935025.000000 Penalty: 5803.472656
	Iteration 33Q: 3 clusters Score -1.193502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120035 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -11935035.000000 Penalty: 5803.472656
	Iteration 34Q: 3 clusters Score -1.193504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120039 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -11935044.000000 Penalty: 5803.472656
	Iteration 35Q: 3 clusters Score -1.193504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120041 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11935042.000000 Penalty: 5803.472656
	Iteration 36Q: 3 clusters Score -1.193504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120041 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11935042.000000 Penalty: 5803.472656
	Iteration 37F: 3 clusters Score -1.193504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Entering Unmasked Estep 
Score: -3850133.500000 Penalty: 2628.070801
	Iteration 0F: 2 clusters Score -3850134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -3822991.000000 Penalty: 5256.141602
	Iteration 0F: 3 clusters Score -3822991 nChanged 18257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -3832985.750000 Penalty: 5256.141602
	Iteration 1F: 3 clusters Score -3832986 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -3833547.250000 Penalty: 5256.141602
	Iteration 2Q: 3 clusters Score -3833547 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -3834181.750000 Penalty: 5256.141602
	Iteration 3Q: 3 clusters Score -3834182 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3834865.250000 Penalty: 5256.141602
	Iteration 4Q: 3 clusters Score -3834865 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -3835790.000000 Penalty: 5256.141602
	Iteration 5Q: 3 clusters Score -3835790 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3836930.500000 Penalty: 5256.141602
	Iteration 6F: 3 clusters Score -3836930 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3838246.750000 Penalty: 5256.141602
	Iteration 7F: 3 clusters Score -3838247 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3839777.750000 Penalty: 5256.141602
	Iteration 8F: 3 clusters Score -3839778 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -3841476.500000 Penalty: 5256.141602
	Iteration 9F: 3 clusters Score -3841476 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3843079.750000 Penalty: 5256.141602
	Iteration 10F: 3 clusters Score -3843080 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3844605.250000 Penalty: 5256.141602
	Iteration 11F: 3 clusters Score -3844605 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -3845916.250000 Penalty: 5256.141602
	Iteration 12Q: 3 clusters Score -3845916 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3846938.000000 Penalty: 5256.141602
	Iteration 13Q: 3 clusters Score -3846938 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -3847556.750000 Penalty: 5256.141602
	Iteration 14Q: 3 clusters Score -3847557 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3847948.750000 Penalty: 5256.141602
	Iteration 15Q: 3 clusters Score -3847949 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3848246.250000 Penalty: 5256.141602
	Iteration 16Q: 3 clusters Score -3848246 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3848596.500000 Penalty: 5256.141602
	Iteration 17Q: 3 clusters Score -3848596 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3848967.750000 Penalty: 5256.141602
	Iteration 18Q: 3 clusters Score -3848968 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3849293.750000 Penalty: 5256.141602
	Iteration 19Q: 3 clusters Score -3849294 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -3849680.250000 Penalty: 5256.141602
	Iteration 20F: 3 clusters Score -3849680 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -3849987.250000 Penalty: 5256.141602
	Iteration 21Q: 3 clusters Score -3849987 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -3850277.500000 Penalty: 5256.141602
	Iteration 22Q: 3 clusters Score -3850278 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -3850472.000000 Penalty: 5256.141602
	Iteration 23Q: 3 clusters Score -3850472 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3850623.500000 Penalty: 5256.141602
	Iteration 24Q: 3 clusters Score -3850624 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3850731.000000 Penalty: 5256.141602
	Iteration 25Q: 3 clusters Score -3850731 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -3850814.000000 Penalty: 5256.141602
	Iteration 26Q: 3 clusters Score -3850814 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3850848.500000 Penalty: 5256.141602
	Iteration 27Q: 3 clusters Score -3850848 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -3850883.500000 Penalty: 5256.141602
	Iteration 28Q: 3 clusters Score -3850884 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -3850911.750000 Penalty: 5256.141602
	Iteration 29Q: 3 clusters Score -3850912 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -3850916.500000 Penalty: 5256.141602
	Iteration 30Q: 3 clusters Score -3850916 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -3850931.500000 Penalty: 5256.141602
	Iteration 31Q: 3 clusters Score -3850932 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -3850940.000000 Penalty: 5256.141602
	Iteration 32Q: 3 clusters Score -3850940 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3850940.500000 Penalty: 5256.141602
	Iteration 33Q: 3 clusters Score -3850940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3850946.500000 Penalty: 5256.141602
	Iteration 34Q: 3 clusters Score -3850946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3850938.750000 Penalty: 5256.141602
	Iteration 35Q: 3 clusters Score -3850939 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3850937.500000 Penalty: 5256.141602
	Iteration 36Q: 3 clusters Score -3850938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -3850938.250000 Penalty: 5256.141602
	Iteration 37Q: 3 clusters Score -3850938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -3850945.000000 Penalty: 5256.141602
	Iteration 38Q: 3 clusters Score -3850945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3850943.500000 Penalty: 5256.141602
	Iteration 39Q: 3 clusters Score -3850944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -3850941.500000 Penalty: 5256.141602
	Iteration 40F: 3 clusters Score -3850942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -3850943.000000 Penalty: 5256.141602
	Iteration 41Q: 3 clusters Score -3850943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -3850950.750000 Penalty: 5256.141602
	Iteration 42Q: 3 clusters Score -3850951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3850953.000000 Penalty: 5256.141602
	Iteration 43Q: 3 clusters Score -3850953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -3850952.750000 Penalty: 5256.141602
	Iteration 44Q: 3 clusters Score -3850953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3850944.500000 Penalty: 5256.141602
	Iteration 45Q: 3 clusters Score -3850944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -3850946.250000 Penalty: 5256.141602
	Iteration 46Q: 3 clusters Score -3850946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -3850950.250000 Penalty: 5256.141602
	Iteration 47Q: 3 clusters Score -3850950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -3850946.500000 Penalty: 5256.141602
	Iteration 48Q: 3 clusters Score -3850946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3850949.000000 Penalty: 5256.141602
	Iteration 49Q: 3 clusters Score -3850949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3850952.000000 Penalty: 5256.141602
	Iteration 50Q: 3 clusters Score -3850952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -3850948.500000 Penalty: 5256.141602
	Iteration 51Q: 3 clusters Score -3850948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -3850944.750000 Penalty: 5256.141602
	Iteration 52Q: 3 clusters Score -3850945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -3850943.250000 Penalty: 5256.141602
	Iteration 53Q: 3 clusters Score -3850943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3850944.250000 Penalty: 5256.141602
	Iteration 54Q: 3 clusters Score -3850944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3850944.000000 Penalty: 5256.141602
	Iteration 55Q: 3 clusters Score -3850944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3850947.250000 Penalty: 5256.141602
	Iteration 56Q: 3 clusters Score -3850947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -3850943.250000 Penalty: 5256.141602
	Iteration 57Q: 3 clusters Score -3850943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3850943.500000 Penalty: 5256.141602
	Iteration 58Q: 3 clusters Score -3850944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -3850945.250000 Penalty: 5256.141602
	Iteration 59Q: 3 clusters Score -3850945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3850942.750000 Penalty: 5256.141602
	Iteration 60F: 3 clusters Score -3850943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3850945.500000 Penalty: 5256.141602
	Iteration 61Q: 3 clusters Score -3850946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3850950.750000 Penalty: 5256.141602
	Iteration 62Q: 3 clusters Score -3850951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3850945.000000 Penalty: 5256.141602
	Iteration 63Q: 3 clusters Score -3850945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -3850947.750000 Penalty: 5256.141602
	Iteration 64Q: 3 clusters Score -3850948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3850950.000000 Penalty: 5256.141602
	Iteration 65Q: 3 clusters Score -3850950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3850944.500000 Penalty: 5256.141602
	Iteration 66Q: 3 clusters Score -3850944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3850950.500000 Penalty: 5256.141602
	Iteration 67Q: 3 clusters Score -3850950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3850952.750000 Penalty: 5256.141602
	Iteration 68Q: 3 clusters Score -3850953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3850951.750000 Penalty: 5256.141602
	Iteration 69Q: 3 clusters Score -3850952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3850951.750000 Penalty: 5256.141602
	Iteration 70Q: 3 clusters Score -3850952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3850955.500000 Penalty: 5256.141602
	Iteration 71Q: 3 clusters Score -3850956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -3850954.250000 Penalty: 5256.141602
	Iteration 72Q: 3 clusters Score -3850954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3850950.500000 Penalty: 5256.141602
	Iteration 73Q: 3 clusters Score -3850950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -3850948.000000 Penalty: 5256.141602
	Iteration 74Q: 3 clusters Score -3850948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3850948.250000 Penalty: 5256.141602
	Iteration 75Q: 3 clusters Score -3850948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3850945.250000 Penalty: 5256.141602
	Iteration 76Q: 3 clusters Score -3850945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -3850946.250000 Penalty: 5256.141602
	Iteration 77Q: 3 clusters Score -3850946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3850946.750000 Penalty: 5256.141602
	Iteration 78Q: 3 clusters Score -3850947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3850950.250000 Penalty: 5256.141602
	Iteration 79Q: 3 clusters Score -3850950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3850945.750000 Penalty: 5256.141602
	Iteration 80F: 3 clusters Score -3850946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -3850947.250000 Penalty: 5256.141602
	Iteration 81Q: 3 clusters Score -3850947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3850950.750000 Penalty: 5256.141602
	Iteration 82Q: 3 clusters Score -3850951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3850950.750000 Penalty: 5256.141602
	Iteration 83Q: 3 clusters Score -3850951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3850946.000000 Penalty: 5256.141602
	Iteration 84Q: 3 clusters Score -3850946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3850943.750000 Penalty: 5256.141602
	Iteration 85Q: 3 clusters Score -3850944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3850947.250000 Penalty: 5256.141602
	Iteration 86Q: 3 clusters Score -3850947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3850947.250000 Penalty: 5256.141602
	Iteration 87F: 3 clusters Score -3850947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 119970 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 20360 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 19137 members 
Mstep: Class 6 contains 173202 members 
Mstep: Class 7 contains 230083 members 
Mstep: Class 8 contains 67671 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 69865 members 
Mstep: Class 13 contains 12782 members 
Mstep: Class 14 contains 331736 members 
Mstep: Class 15 contains 13025 members 
Mstep: Class 16 contains 211759 members 
Mstep: Class 17 contains 13014 members 
Mstep: Class 18 contains 3007 members 
Mstep: Class 19 contains 120638 members 
Mstep: Class 20 contains 23772 members 
Mstep: Class 21 contains 98732 members 
Mstep: Class 22 contains 26302 members 
Mstep: Class 23 contains 4712 members 
Mstep: Class 24 contains 25405 members 
Mstep: Class 25 contains 4365 members 
Mstep: Class 26 contains 4646 members 
Mstep: Class 27 contains 5727 members 
Mstep: Class 28 contains 16245 members 
Entering Unmasked Estep 
Score: -157425792.000000 Penalty: 99504.359375
Splitting cluster 20 changes total score from -157267824.000000 to -157425792.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (98732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Entering Unmasked Estep 
Score: -8751204.000000 Penalty: 2852.040771
	Iteration 0F: 2 clusters Score -8751204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -8685417.000000 Penalty: 5704.081543
	Iteration 0F: 3 clusters Score -8685417 nChanged 46562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -8716599.000000 Penalty: 5704.081543
	Iteration 1F: 3 clusters Score -8716599 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -8721783.000000 Penalty: 5704.081543
	Iteration 2F: 3 clusters Score -8721783 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -8727429.000000 Penalty: 5704.081543
	Iteration 3F: 3 clusters Score -8727429 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -8733549.000000 Penalty: 5704.081543
	Iteration 4F: 3 clusters Score -8733549 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69131 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -8739711.000000 Penalty: 5704.081543
	Iteration 5F: 3 clusters Score -8739711 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75333 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -8745608.000000 Penalty: 5704.081543
	Iteration 6F: 3 clusters Score -8745608 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80445 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -8750407.000000 Penalty: 5704.081543
	Iteration 7F: 3 clusters Score -8750407 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -8754411.000000 Penalty: 5704.081543
	Iteration 8Q: 3 clusters Score -8754411 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86812 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -8757149.000000 Penalty: 5704.081543
	Iteration 9Q: 3 clusters Score -8757149 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88475 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -8759002.000000 Penalty: 5704.081543
	Iteration 10Q: 3 clusters Score -8759002 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89519 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -8760149.000000 Penalty: 5704.081543
	Iteration 11Q: 3 clusters Score -8760149 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -8760544.000000 Penalty: 5704.081543
	Iteration 12Q: 3 clusters Score -8760544 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90564 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -8760731.000000 Penalty: 5704.081543
	Iteration 13Q: 3 clusters Score -8760731 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90868 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -8760813.000000 Penalty: 5704.081543
	Iteration 14Q: 3 clusters Score -8760813 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91106 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -8760865.000000 Penalty: 5704.081543
	Iteration 15Q: 3 clusters Score -8760865 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91280 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -8760882.000000 Penalty: 5704.081543
	Iteration 16Q: 3 clusters Score -8760882 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91412 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -8760928.000000 Penalty: 5704.081543
	Iteration 17Q: 3 clusters Score -8760928 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91526 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -8760950.000000 Penalty: 5704.081543
	Iteration 18Q: 3 clusters Score -8760950 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91626 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -8760974.000000 Penalty: 5704.081543
	Iteration 19Q: 3 clusters Score -8760974 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91708 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -8761011.000000 Penalty: 5704.081543
	Iteration 20F: 3 clusters Score -8761011 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91776 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -8761061.000000 Penalty: 5704.081543
	Iteration 21Q: 3 clusters Score -8761061 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -8761081.000000 Penalty: 5704.081543
	Iteration 22Q: 3 clusters Score -8761081 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91918 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -8761099.000000 Penalty: 5704.081543
	Iteration 23Q: 3 clusters Score -8761099 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91989 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -8761133.000000 Penalty: 5704.081543
	Iteration 24Q: 3 clusters Score -8761133 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -8761148.000000 Penalty: 5704.081543
	Iteration 25Q: 3 clusters Score -8761148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92084 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -8761119.000000 Penalty: 5704.081543
	Iteration 26Q: 3 clusters Score -8761119 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92106 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -8761129.000000 Penalty: 5704.081543
	Iteration 27Q: 3 clusters Score -8761129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92122 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -8761144.000000 Penalty: 5704.081543
	Iteration 28Q: 3 clusters Score -8761144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92138 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -8761126.000000 Penalty: 5704.081543
	Iteration 29Q: 3 clusters Score -8761126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92147 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -8761135.000000 Penalty: 5704.081543
	Iteration 30Q: 3 clusters Score -8761135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92159 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -8761143.000000 Penalty: 5704.081543
	Iteration 31Q: 3 clusters Score -8761143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92171 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -8761150.000000 Penalty: 5704.081543
	Iteration 32Q: 3 clusters Score -8761150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92185 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -8761141.000000 Penalty: 5704.081543
	Iteration 33Q: 3 clusters Score -8761141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92191 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -8761150.000000 Penalty: 5704.081543
	Iteration 34Q: 3 clusters Score -8761150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -8761142.000000 Penalty: 5704.081543
	Iteration 35Q: 3 clusters Score -8761142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92207 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -8761143.000000 Penalty: 5704.081543
	Iteration 36Q: 3 clusters Score -8761143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92214 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -8761137.000000 Penalty: 5704.081543
	Iteration 37Q: 3 clusters Score -8761137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92216 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -8761138.000000 Penalty: 5704.081543
	Iteration 38Q: 3 clusters Score -8761138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92217 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -8761141.000000 Penalty: 5704.081543
	Iteration 39Q: 3 clusters Score -8761141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92219 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -8761141.000000 Penalty: 5704.081543
	Iteration 40F: 3 clusters Score -8761141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92220 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -8761136.000000 Penalty: 5704.081543
	Iteration 41Q: 3 clusters Score -8761136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92221 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -8761132.000000 Penalty: 5704.081543
	Iteration 42Q: 3 clusters Score -8761132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92221 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -8761132.000000 Penalty: 5704.081543
	Iteration 43F: 3 clusters Score -8761132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 119970 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 20360 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 19137 members 
Mstep: Class 6 contains 173202 members 
Mstep: Class 7 contains 230083 members 
Mstep: Class 8 contains 67671 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 69865 members 
Mstep: Class 13 contains 12782 members 
Mstep: Class 14 contains 331736 members 
Mstep: Class 15 contains 13025 members 
Mstep: Class 16 contains 211759 members 
Mstep: Class 17 contains 13014 members 
Mstep: Class 18 contains 3007 members 
Mstep: Class 19 contains 120638 members 
Mstep: Class 20 contains 23772 members 
Mstep: Class 21 contains 92221 members 
Mstep: Class 22 contains 26302 members 
Mstep: Class 23 contains 4712 members 
Mstep: Class 24 contains 25405 members 
Mstep: Class 25 contains 4365 members 
Mstep: Class 26 contains 4646 members 
Mstep: Class 27 contains 5727 members 
Mstep: Class 28 contains 16245 members 
Mstep: Class 29 contains 6511 members 
Entering Unmasked Estep 
Score: -157435904.000000 Penalty: 103058.085938
Splitting cluster 21 changes total score from -157267824.000000 to -157435904.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (26302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Entering Unmasked Estep 
Score: -2535691.750000 Penalty: 2523.995361
	Iteration 0F: 2 clusters Score -2535692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2517554.000000 Penalty: 5047.990723
	Iteration 0F: 3 clusters Score -2517554 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2524155.250000 Penalty: 5047.990723
	Iteration 1F: 3 clusters Score -2524155 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2525059.500000 Penalty: 5047.990723
	Iteration 2F: 3 clusters Score -2525060 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2526127.250000 Penalty: 5047.990723
	Iteration 3F: 3 clusters Score -2526127 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2527185.750000 Penalty: 5047.990723
	Iteration 4F: 3 clusters Score -2527186 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2528334.250000 Penalty: 5047.990723
	Iteration 5F: 3 clusters Score -2528334 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2529684.500000 Penalty: 5047.990723
	Iteration 6F: 3 clusters Score -2529684 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2531181.000000 Penalty: 5047.990723
	Iteration 7F: 3 clusters Score -2531181 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2532582.500000 Penalty: 5047.990723
	Iteration 8F: 3 clusters Score -2532582 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2533674.250000 Penalty: 5047.990723
	Iteration 9F: 3 clusters Score -2533674 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2534528.750000 Penalty: 5047.990723
	Iteration 10Q: 3 clusters Score -2534529 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2535175.750000 Penalty: 5047.990723
	Iteration 11Q: 3 clusters Score -2535176 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2535684.250000 Penalty: 5047.990723
	Iteration 12Q: 3 clusters Score -2535684 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2536011.750000 Penalty: 5047.990723
	Iteration 13Q: 3 clusters Score -2536012 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2536232.000000 Penalty: 5047.990723
	Iteration 14Q: 3 clusters Score -2536232 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2536364.500000 Penalty: 5047.990723
	Iteration 15Q: 3 clusters Score -2536364 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2536468.250000 Penalty: 5047.990723
	Iteration 16Q: 3 clusters Score -2536468 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2536537.000000 Penalty: 5047.990723
	Iteration 17Q: 3 clusters Score -2536537 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2536574.500000 Penalty: 5047.990723
	Iteration 18Q: 3 clusters Score -2536574 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2536625.250000 Penalty: 5047.990723
	Iteration 19Q: 3 clusters Score -2536625 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2536665.500000 Penalty: 5047.990723
	Iteration 20F: 3 clusters Score -2536666 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2536691.250000 Penalty: 5047.990723
	Iteration 21Q: 3 clusters Score -2536691 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2536733.750000 Penalty: 5047.990723
	Iteration 22Q: 3 clusters Score -2536734 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2536766.500000 Penalty: 5047.990723
	Iteration 23Q: 3 clusters Score -2536766 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2536795.250000 Penalty: 5047.990723
	Iteration 24Q: 3 clusters Score -2536795 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2536815.750000 Penalty: 5047.990723
	Iteration 25Q: 3 clusters Score -2536816 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2536830.250000 Penalty: 5047.990723
	Iteration 26Q: 3 clusters Score -2536830 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2536839.750000 Penalty: 5047.990723
	Iteration 27Q: 3 clusters Score -2536840 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2536856.750000 Penalty: 5047.990723
	Iteration 28Q: 3 clusters Score -2536857 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2536869.000000 Penalty: 5047.990723
	Iteration 29Q: 3 clusters Score -2536869 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2536874.750000 Penalty: 5047.990723
	Iteration 30Q: 3 clusters Score -2536875 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2536885.500000 Penalty: 5047.990723
	Iteration 31Q: 3 clusters Score -2536886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2536893.500000 Penalty: 5047.990723
	Iteration 32Q: 3 clusters Score -2536894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2536898.000000 Penalty: 5047.990723
	Iteration 33Q: 3 clusters Score -2536898 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2536899.500000 Penalty: 5047.990723
	Iteration 34Q: 3 clusters Score -2536900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2536914.250000 Penalty: 5047.990723
	Iteration 35Q: 3 clusters Score -2536914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2536924.000000 Penalty: 5047.990723
	Iteration 36Q: 3 clusters Score -2536924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2536936.750000 Penalty: 5047.990723
	Iteration 37Q: 3 clusters Score -2536937 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2536941.000000 Penalty: 5047.990723
	Iteration 38Q: 3 clusters Score -2536941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2536948.000000 Penalty: 5047.990723
	Iteration 39Q: 3 clusters Score -2536948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2536949.250000 Penalty: 5047.990723
	Iteration 40F: 3 clusters Score -2536949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2536955.250000 Penalty: 5047.990723
	Iteration 41Q: 3 clusters Score -2536955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2536946.250000 Penalty: 5047.990723
	Iteration 42Q: 3 clusters Score -2536946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2536957.500000 Penalty: 5047.990723
	Iteration 43Q: 3 clusters Score -2536958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -2536958.750000 Penalty: 5047.990723
	Iteration 44Q: 3 clusters Score -2536959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2536967.750000 Penalty: 5047.990723
	Iteration 45Q: 3 clusters Score -2536968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2536975.500000 Penalty: 5047.990723
	Iteration 46Q: 3 clusters Score -2536976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2536970.750000 Penalty: 5047.990723
	Iteration 47Q: 3 clusters Score -2536971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2536972.250000 Penalty: 5047.990723
	Iteration 48Q: 3 clusters Score -2536972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2536984.500000 Penalty: 5047.990723
	Iteration 49Q: 3 clusters Score -2536984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2536995.000000 Penalty: 5047.990723
	Iteration 50Q: 3 clusters Score -2536995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2536999.000000 Penalty: 5047.990723
	Iteration 51Q: 3 clusters Score -2536999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2536994.750000 Penalty: 5047.990723
	Iteration 52Q: 3 clusters Score -2536995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2536992.500000 Penalty: 5047.990723
	Iteration 53Q: 3 clusters Score -2536992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -2536989.500000 Penalty: 5047.990723
	Iteration 54Q: 3 clusters Score -2536990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2536997.750000 Penalty: 5047.990723
	Iteration 55Q: 3 clusters Score -2536998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2536999.000000 Penalty: 5047.990723
	Iteration 56Q: 3 clusters Score -2536999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2537001.250000 Penalty: 5047.990723
	Iteration 57Q: 3 clusters Score -2537001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2536998.500000 Penalty: 5047.990723
	Iteration 58Q: 3 clusters Score -2536998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2537001.750000 Penalty: 5047.990723
	Iteration 59Q: 3 clusters Score -2537002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2537004.500000 Penalty: 5047.990723
	Iteration 60F: 3 clusters Score -2537004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2537010.500000 Penalty: 5047.990723
	Iteration 61Q: 3 clusters Score -2537010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2537010.750000 Penalty: 5047.990723
	Iteration 62Q: 3 clusters Score -2537011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -2537009.000000 Penalty: 5047.990723
	Iteration 63Q: 3 clusters Score -2537009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2537018.000000 Penalty: 5047.990723
	Iteration 64Q: 3 clusters Score -2537018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2537014.750000 Penalty: 5047.990723
	Iteration 65Q: 3 clusters Score -2537015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2537012.750000 Penalty: 5047.990723
	Iteration 66Q: 3 clusters Score -2537013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2537009.250000 Penalty: 5047.990723
	Iteration 67Q: 3 clusters Score -2537009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2537009.250000 Penalty: 5047.990723
	Iteration 68Q: 3 clusters Score -2537009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2537015.000000 Penalty: 5047.990723
	Iteration 69Q: 3 clusters Score -2537015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2537020.750000 Penalty: 5047.990723
	Iteration 70Q: 3 clusters Score -2537021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2537019.000000 Penalty: 5047.990723
	Iteration 71Q: 3 clusters Score -2537019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2537028.000000 Penalty: 5047.990723
	Iteration 72Q: 3 clusters Score -2537028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2537026.000000 Penalty: 5047.990723
	Iteration 73Q: 3 clusters Score -2537026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2537031.500000 Penalty: 5047.990723
	Iteration 74Q: 3 clusters Score -2537032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2537036.000000 Penalty: 5047.990723
	Iteration 75Q: 3 clusters Score -2537036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2537036.500000 Penalty: 5047.990723
	Iteration 76Q: 3 clusters Score -2537036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2537044.750000 Penalty: 5047.990723
	Iteration 77Q: 3 clusters Score -2537045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2537051.250000 Penalty: 5047.990723
	Iteration 78Q: 3 clusters Score -2537051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2537049.750000 Penalty: 5047.990723
	Iteration 79Q: 3 clusters Score -2537050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2537049.500000 Penalty: 5047.990723
	Iteration 80F: 3 clusters Score -2537050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -2537046.250000 Penalty: 5047.990723
	Iteration 81Q: 3 clusters Score -2537046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2537050.250000 Penalty: 5047.990723
	Iteration 82Q: 3 clusters Score -2537050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2537053.250000 Penalty: 5047.990723
	Iteration 83Q: 3 clusters Score -2537053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2537055.250000 Penalty: 5047.990723
	Iteration 84Q: 3 clusters Score -2537055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2537056.500000 Penalty: 5047.990723
	Iteration 85Q: 3 clusters Score -2537056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2537058.750000 Penalty: 5047.990723
	Iteration 86Q: 3 clusters Score -2537059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2537059.250000 Penalty: 5047.990723
	Iteration 87Q: 3 clusters Score -2537059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2537057.750000 Penalty: 5047.990723
	Iteration 88Q: 3 clusters Score -2537058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2537057.750000 Penalty: 5047.990723
	Iteration 89F: 3 clusters Score -2537058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 119970 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 20360 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 19137 members 
Mstep: Class 6 contains 173202 members 
Mstep: Class 7 contains 230083 members 
Mstep: Class 8 contains 67671 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 69865 members 
Mstep: Class 13 contains 12782 members 
Mstep: Class 14 contains 331736 members 
Mstep: Class 15 contains 13025 members 
Mstep: Class 16 contains 211759 members 
Mstep: Class 17 contains 13014 members 
Mstep: Class 18 contains 3007 members 
Mstep: Class 19 contains 120638 members 
Mstep: Class 20 contains 23772 members 
Mstep: Class 21 contains 92221 members 
Mstep: Class 22 contains 5020 members 
Mstep: Class 23 contains 4712 members 
Mstep: Class 24 contains 25405 members 
Mstep: Class 25 contains 4365 members 
Mstep: Class 26 contains 4646 members 
Mstep: Class 27 contains 5727 members 
Mstep: Class 28 contains 16245 members 
Mstep: Class 29 contains 6511 members 
Mstep: Class 30 contains 21282 members 
Entering Unmasked Estep 
Score: -157435584.000000 Penalty: 106611.812500
Splitting cluster 22 changes total score from -157267824.000000 to -157435584.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 20360 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 19137 members 
Mstep: Class 6 contains 173202 members 
Mstep: Class 7 contains 230083 members 
Mstep: Class 8 contains 67671 members 
Mstep: Class 9 contains 24671 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 69865 members 
Mstep: Class 13 contains 12782 members 
Mstep: Class 14 contains 331736 members 
Mstep: Class 15 contains 13025 members 
Mstep: Class 17 contains 13014 members 
Mstep: Class 19 contains 120638 members 
Mstep: Class 20 contains 23772 members 
Mstep: Class 21 contains 92221 members 
Mstep: Class 22 contains 5020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157460208.000000 Penalty: 106611.812500
Iteration 39Q: 31 clusters Score -1.574602e+08 nChanged 40465
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 118617 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 17804 members 
Mstep: Class 4 contains 11492 members 
Mstep: Class 5 contains 18919 members 
Mstep: Class 6 contains 178875 members 
Mstep: Class 7 contains 230368 members 
Mstep: Class 8 contains 67102 members 
Mstep: Class 9 contains 24965 members 
Mstep: Class 10 contains 7007 members 
Mstep: Class 11 contains 10591 members 
Mstep: Class 12 contains 70561 members 
Mstep: Class 13 contains 12842 members 
Mstep: Class 14 contains 331708 members 
Mstep: Class 15 contains 13058 members 
Mstep: Class 16 contains 209648 members 
Mstep: Class 17 contains 12933 members 
Mstep: Class 18 contains 3387 members 
Mstep: Class 19 contains 117471 members 
Mstep: Class 20 contains 24372 members 
Mstep: Class 21 contains 95137 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 3998 members 
Mstep: Class 24 contains 24759 members 
Mstep: Class 25 contains 4996 members 
Mstep: Class 26 contains 4178 members 
Mstep: Class 27 contains 6082 members 
Mstep: Class 28 contains 15622 members 
Mstep: Class 29 contains 6510 members 
Mstep: Class 30 contains 20443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157483168.000000 Penalty: 106611.812500
Iteration 40F: 31 clusters Score -1.574832e+08 nChanged 34443
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 120708 members 
Mstep: Class 2 contains 3417 members 
Mstep: Class 3 contains 16097 members 
Mstep: Class 4 contains 11718 members 
Mstep: Class 5 contains 18515 members 
Mstep: Class 6 contains 180264 members 
Mstep: Class 7 contains 228962 members 
Mstep: Class 8 contains 66676 members 
Mstep: Class 9 contains 25007 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 10612 members 
Mstep: Class 12 contains 69587 members 
Mstep: Class 13 contains 12837 members 
Mstep: Class 14 contains 330339 members 
Mstep: Class 15 contains 12979 members 
Mstep: Class 16 contains 214894 members 
Mstep: Class 17 contains 12580 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 117609 members 
Mstep: Class 20 contains 23963 members 
Mstep: Class 21 contains 90124 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 24448 members 
Mstep: Class 25 contains 5461 members 
Mstep: Class 26 contains 4667 members 
Mstep: Class 27 contains 6483 members 
Mstep: Class 28 contains 15914 members 
Mstep: Class 29 contains 6812 members 
Mstep: Class 30 contains 20569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157491232.000000 Penalty: 106611.812500
Iteration 41Q: 31 clusters Score -1.574912e+08 nChanged 18739
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 121693 members 
Mstep: Class 2 contains 3494 members 
Mstep: Class 3 contains 15066 members 
Mstep: Class 4 contains 11904 members 
Mstep: Class 5 contains 18208 members 
Mstep: Class 6 contains 181473 members 
Mstep: Class 7 contains 228121 members 
Mstep: Class 8 contains 66494 members 
Mstep: Class 9 contains 25088 members 
Mstep: Class 10 contains 7610 members 
Mstep: Class 11 contains 10646 members 
Mstep: Class 12 contains 69314 members 
Mstep: Class 13 contains 12800 members 
Mstep: Class 14 contains 329622 members 
Mstep: Class 15 contains 12949 members 
Mstep: Class 16 contains 217633 members 
Mstep: Class 17 contains 12473 members 
Mstep: Class 18 contains 4043 members 
Mstep: Class 19 contains 117887 members 
Mstep: Class 20 contains 23820 members 
Mstep: Class 21 contains 86506 members 
Mstep: Class 22 contains 5498 members 
Mstep: Class 23 contains 4397 members 
Mstep: Class 24 contains 24205 members 
Mstep: Class 25 contains 5776 members 
Mstep: Class 26 contains 5012 members 
Mstep: Class 27 contains 6687 members 
Mstep: Class 28 contains 15977 members 
Mstep: Class 29 contains 6972 members 
Mstep: Class 30 contains 20639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157495392.000000 Penalty: 106611.812500
Iteration 42Q: 31 clusters Score -1.574954e+08 nChanged 13147
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 122228 members 
Mstep: Class 2 contains 3528 members 
Mstep: Class 3 contains 14364 members 
Mstep: Class 4 contains 12058 members 
Mstep: Class 5 contains 18020 members 
Mstep: Class 6 contains 182542 members 
Mstep: Class 7 contains 227456 members 
Mstep: Class 8 contains 66425 members 
Mstep: Class 9 contains 25195 members 
Mstep: Class 10 contains 7695 members 
Mstep: Class 11 contains 10673 members 
Mstep: Class 12 contains 69322 members 
Mstep: Class 13 contains 12725 members 
Mstep: Class 14 contains 329120 members 
Mstep: Class 15 contains 12916 members 
Mstep: Class 16 contains 219360 members 
Mstep: Class 17 contains 12417 members 
Mstep: Class 18 contains 4242 members 
Mstep: Class 19 contains 118051 members 
Mstep: Class 20 contains 23786 members 
Mstep: Class 21 contains 83726 members 
Mstep: Class 22 contains 5640 members 
Mstep: Class 23 contains 4540 members 
Mstep: Class 24 contains 24036 members 
Mstep: Class 25 contains 6014 members 
Mstep: Class 26 contains 5279 members 
Mstep: Class 27 contains 6818 members 
Mstep: Class 28 contains 16027 members 
Mstep: Class 29 contains 7087 members 
Mstep: Class 30 contains 20716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157497216.000000 Penalty: 106611.812500
Iteration 43Q: 31 clusters Score -1.574972e+08 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 122605 members 
Mstep: Class 2 contains 3543 members 
Mstep: Class 3 contains 13897 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 17870 members 
Mstep: Class 6 contains 183387 members 
Mstep: Class 7 contains 226961 members 
Mstep: Class 8 contains 66375 members 
Mstep: Class 9 contains 25283 members 
Mstep: Class 10 contains 7736 members 
Mstep: Class 11 contains 10698 members 
Mstep: Class 12 contains 69441 members 
Mstep: Class 13 contains 12632 members 
Mstep: Class 14 contains 328728 members 
Mstep: Class 15 contains 12911 members 
Mstep: Class 16 contains 220505 members 
Mstep: Class 17 contains 12391 members 
Mstep: Class 18 contains 4403 members 
Mstep: Class 19 contains 118241 members 
Mstep: Class 20 contains 23814 members 
Mstep: Class 21 contains 81462 members 
Mstep: Class 22 contains 5759 members 
Mstep: Class 23 contains 4676 members 
Mstep: Class 24 contains 23870 members 
Mstep: Class 25 contains 6189 members 
Mstep: Class 26 contains 5513 members 
Mstep: Class 27 contains 6887 members 
Mstep: Class 28 contains 16024 members 
Mstep: Class 29 contains 7184 members 
Mstep: Class 30 contains 20832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157499040.000000 Penalty: 106611.812500
Iteration 44Q: 31 clusters Score -1.57499e+08 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 122835 members 
Mstep: Class 2 contains 3569 members 
Mstep: Class 3 contains 13616 members 
Mstep: Class 4 contains 12287 members 
Mstep: Class 5 contains 17755 members 
Mstep: Class 6 contains 184241 members 
Mstep: Class 7 contains 226577 members 
Mstep: Class 8 contains 66344 members 
Mstep: Class 9 contains 25371 members 
Mstep: Class 10 contains 7734 members 
Mstep: Class 11 contains 10716 members 
Mstep: Class 12 contains 69560 members 
Mstep: Class 13 contains 12510 members 
Mstep: Class 14 contains 328389 members 
Mstep: Class 15 contains 12926 members 
Mstep: Class 16 contains 221231 members 
Mstep: Class 17 contains 12393 members 
Mstep: Class 18 contains 4544 members 
Mstep: Class 19 contains 118174 members 
Mstep: Class 20 contains 23901 members 
Mstep: Class 21 contains 79702 members 
Mstep: Class 22 contains 5888 members 
Mstep: Class 23 contains 4789 members 
Mstep: Class 24 contains 23754 members 
Mstep: Class 25 contains 6342 members 
Mstep: Class 26 contains 5702 members 
Mstep: Class 27 contains 6938 members 
Mstep: Class 28 contains 16015 members 
Mstep: Class 29 contains 7284 members 
Mstep: Class 30 contains 20920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157499424.000000 Penalty: 106611.812500
Iteration 45Q: 31 clusters Score -1.574994e+08 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 123034 members 
Mstep: Class 2 contains 3585 members 
Mstep: Class 3 contains 13436 members 
Mstep: Class 4 contains 12353 members 
Mstep: Class 5 contains 17642 members 
Mstep: Class 6 contains 185126 members 
Mstep: Class 7 contains 226249 members 
Mstep: Class 8 contains 66328 members 
Mstep: Class 9 contains 25453 members 
Mstep: Class 10 contains 7716 members 
Mstep: Class 11 contains 10733 members 
Mstep: Class 12 contains 69735 members 
Mstep: Class 13 contains 12379 members 
Mstep: Class 14 contains 328123 members 
Mstep: Class 15 contains 12936 members 
Mstep: Class 16 contains 221736 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 4657 members 
Mstep: Class 19 contains 117927 members 
Mstep: Class 20 contains 24004 members 
Mstep: Class 21 contains 78279 members 
Mstep: Class 22 contains 6011 members 
Mstep: Class 23 contains 4898 members 
Mstep: Class 24 contains 23675 members 
Mstep: Class 25 contains 6420 members 
Mstep: Class 26 contains 5870 members 
Mstep: Class 27 contains 6982 members 
Mstep: Class 28 contains 15985 members 
Mstep: Class 29 contains 7363 members 
Mstep: Class 30 contains 20991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157500256.000000 Penalty: 106611.812500
Iteration 46Q: 31 clusters Score -1.575003e+08 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 123177 members 
Mstep: Class 2 contains 3601 members 
Mstep: Class 3 contains 13336 members 
Mstep: Class 4 contains 12401 members 
Mstep: Class 5 contains 17529 members 
Mstep: Class 6 contains 185970 members 
Mstep: Class 7 contains 226007 members 
Mstep: Class 8 contains 66303 members 
Mstep: Class 9 contains 25533 members 
Mstep: Class 10 contains 7704 members 
Mstep: Class 11 contains 10748 members 
Mstep: Class 12 contains 69937 members 
Mstep: Class 13 contains 12250 members 
Mstep: Class 14 contains 327888 members 
Mstep: Class 15 contains 12955 members 
Mstep: Class 16 contains 222115 members 
Mstep: Class 17 contains 12373 members 
Mstep: Class 18 contains 4765 members 
Mstep: Class 19 contains 117557 members 
Mstep: Class 20 contains 24118 members 
Mstep: Class 21 contains 77085 members 
Mstep: Class 22 contains 6129 members 
Mstep: Class 23 contains 4994 members 
Mstep: Class 24 contains 23595 members 
Mstep: Class 25 contains 6486 members 
Mstep: Class 26 contains 6023 members 
Mstep: Class 27 contains 7003 members 
Mstep: Class 28 contains 15957 members 
Mstep: Class 29 contains 7438 members 
Mstep: Class 30 contains 21030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157501184.000000 Penalty: 106611.812500
Iteration 47Q: 31 clusters Score -1.575012e+08 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 123279 members 
Mstep: Class 2 contains 3625 members 
Mstep: Class 3 contains 13280 members 
Mstep: Class 4 contains 12435 members 
Mstep: Class 5 contains 17440 members 
Mstep: Class 6 contains 186736 members 
Mstep: Class 7 contains 225807 members 
Mstep: Class 8 contains 66277 members 
Mstep: Class 9 contains 25593 members 
Mstep: Class 10 contains 7713 members 
Mstep: Class 11 contains 10757 members 
Mstep: Class 12 contains 70144 members 
Mstep: Class 13 contains 12110 members 
Mstep: Class 14 contains 327740 members 
Mstep: Class 15 contains 12972 members 
Mstep: Class 16 contains 222392 members 
Mstep: Class 17 contains 12372 members 
Mstep: Class 18 contains 4862 members 
Mstep: Class 19 contains 117172 members 
Mstep: Class 20 contains 24224 members 
Mstep: Class 21 contains 76075 members 
Mstep: Class 22 contains 6257 members 
Mstep: Class 23 contains 5056 members 
Mstep: Class 24 contains 23525 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 6149 members 
Mstep: Class 27 contains 7022 members 
Mstep: Class 28 contains 15921 members 
Mstep: Class 29 contains 7505 members 
Mstep: Class 30 contains 21030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157501744.000000 Penalty: 106611.812500
Iteration 48Q: 31 clusters Score -1.575017e+08 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 123386 members 
Mstep: Class 2 contains 3644 members 
Mstep: Class 3 contains 13294 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 17371 members 
Mstep: Class 6 contains 187522 members 
Mstep: Class 7 contains 225662 members 
Mstep: Class 8 contains 66258 members 
Mstep: Class 9 contains 25648 members 
Mstep: Class 10 contains 7709 members 
Mstep: Class 11 contains 10759 members 
Mstep: Class 12 contains 70328 members 
Mstep: Class 13 contains 11988 members 
Mstep: Class 14 contains 327604 members 
Mstep: Class 15 contains 12979 members 
Mstep: Class 16 contains 222588 members 
Mstep: Class 17 contains 12384 members 
Mstep: Class 18 contains 4939 members 
Mstep: Class 19 contains 116698 members 
Mstep: Class 20 contains 24312 members 
Mstep: Class 21 contains 75199 members 
Mstep: Class 22 contains 6367 members 
Mstep: Class 23 contains 5111 members 
Mstep: Class 24 contains 23458 members 
Mstep: Class 25 contains 6570 members 
Mstep: Class 26 contains 6261 members 
Mstep: Class 27 contains 7034 members 
Mstep: Class 28 contains 15889 members 
Mstep: Class 29 contains 7567 members 
Mstep: Class 30 contains 21015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157502720.000000 Penalty: 106611.812500
Iteration 49Q: 31 clusters Score -1.575027e+08 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 123493 members 
Mstep: Class 2 contains 3662 members 
Mstep: Class 3 contains 13338 members 
Mstep: Class 4 contains 12497 members 
Mstep: Class 5 contains 17312 members 
Mstep: Class 6 contains 188225 members 
Mstep: Class 7 contains 225544 members 
Mstep: Class 8 contains 66236 members 
Mstep: Class 9 contains 25705 members 
Mstep: Class 10 contains 7697 members 
Mstep: Class 11 contains 10761 members 
Mstep: Class 12 contains 70484 members 
Mstep: Class 13 contains 11879 members 
Mstep: Class 14 contains 327513 members 
Mstep: Class 15 contains 13013 members 
Mstep: Class 16 contains 222715 members 
Mstep: Class 17 contains 12408 members 
Mstep: Class 18 contains 5021 members 
Mstep: Class 19 contains 116196 members 
Mstep: Class 20 contains 24362 members 
Mstep: Class 21 contains 74397 members 
Mstep: Class 22 contains 6465 members 
Mstep: Class 23 contains 5166 members 
Mstep: Class 24 contains 23428 members 
Mstep: Class 25 contains 6596 members 
Mstep: Class 26 contains 6350 members 
Mstep: Class 27 contains 7044 members 
Mstep: Class 28 contains 15854 members 
Mstep: Class 29 contains 7648 members 
Mstep: Class 30 contains 20998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157503472.000000 Penalty: 106611.812500
Iteration 50Q: 31 clusters Score -1.575035e+08 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 123603 members 
Mstep: Class 2 contains 3677 members 
Mstep: Class 3 contains 13414 members 
Mstep: Class 4 contains 12511 members 
Mstep: Class 5 contains 17254 members 
Mstep: Class 6 contains 188929 members 
Mstep: Class 7 contains 225442 members 
Mstep: Class 8 contains 66224 members 
Mstep: Class 9 contains 25753 members 
Mstep: Class 10 contains 7655 members 
Mstep: Class 11 contains 10765 members 
Mstep: Class 12 contains 70629 members 
Mstep: Class 13 contains 11765 members 
Mstep: Class 14 contains 327433 members 
Mstep: Class 15 contains 13057 members 
Mstep: Class 16 contains 222847 members 
Mstep: Class 17 contains 12418 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 115647 members 
Mstep: Class 20 contains 24419 members 
Mstep: Class 21 contains 73648 members 
Mstep: Class 22 contains 6540 members 
Mstep: Class 23 contains 5239 members 
Mstep: Class 24 contains 23412 members 
Mstep: Class 25 contains 6612 members 
Mstep: Class 26 contains 6424 members 
Mstep: Class 27 contains 7047 members 
Mstep: Class 28 contains 15831 members 
Mstep: Class 29 contains 7737 members 
Mstep: Class 30 contains 20965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157504416.000000 Penalty: 106611.812500
Iteration 51Q: 31 clusters Score -1.575044e+08 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 123674 members 
Mstep: Class 2 contains 3686 members 
Mstep: Class 3 contains 13514 members 
Mstep: Class 4 contains 12536 members 
Mstep: Class 5 contains 17186 members 
Mstep: Class 6 contains 189689 members 
Mstep: Class 7 contains 225342 members 
Mstep: Class 8 contains 66207 members 
Mstep: Class 9 contains 25799 members 
Mstep: Class 10 contains 7627 members 
Mstep: Class 11 contains 10767 members 
Mstep: Class 12 contains 70798 members 
Mstep: Class 13 contains 11663 members 
Mstep: Class 14 contains 327347 members 
Mstep: Class 15 contains 13090 members 
Mstep: Class 16 contains 222944 members 
Mstep: Class 17 contains 12427 members 
Mstep: Class 18 contains 5190 members 
Mstep: Class 19 contains 115002 members 
Mstep: Class 20 contains 24462 members 
Mstep: Class 21 contains 72980 members 
Mstep: Class 22 contains 6609 members 
Mstep: Class 23 contains 5314 members 
Mstep: Class 24 contains 23391 members 
Mstep: Class 25 contains 6624 members 
Mstep: Class 26 contains 6484 members 
Mstep: Class 27 contains 7056 members 
Mstep: Class 28 contains 15829 members 
Mstep: Class 29 contains 7826 members 
Mstep: Class 30 contains 20944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157504944.000000 Penalty: 106611.812500
Iteration 52Q: 31 clusters Score -1.575049e+08 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 123760 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 13611 members 
Mstep: Class 4 contains 12553 members 
Mstep: Class 5 contains 17150 members 
Mstep: Class 6 contains 190427 members 
Mstep: Class 7 contains 225292 members 
Mstep: Class 8 contains 66177 members 
Mstep: Class 9 contains 25825 members 
Mstep: Class 10 contains 7604 members 
Mstep: Class 11 contains 10770 members 
Mstep: Class 12 contains 70976 members 
Mstep: Class 13 contains 11567 members 
Mstep: Class 14 contains 327270 members 
Mstep: Class 15 contains 13122 members 
Mstep: Class 16 contains 223029 members 
Mstep: Class 17 contains 12449 members 
Mstep: Class 18 contains 5261 members 
Mstep: Class 19 contains 114324 members 
Mstep: Class 20 contains 24506 members 
Mstep: Class 21 contains 72338 members 
Mstep: Class 22 contains 6668 members 
Mstep: Class 23 contains 5391 members 
Mstep: Class 24 contains 23372 members 
Mstep: Class 25 contains 6631 members 
Mstep: Class 26 contains 6542 members 
Mstep: Class 27 contains 7049 members 
Mstep: Class 28 contains 15817 members 
Mstep: Class 29 contains 7921 members 
Mstep: Class 30 contains 20912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157505664.000000 Penalty: 106611.812500
Iteration 53Q: 31 clusters Score -1.575057e+08 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 123840 members 
Mstep: Class 2 contains 3698 members 
Mstep: Class 3 contains 13703 members 
Mstep: Class 4 contains 12558 members 
Mstep: Class 5 contains 17126 members 
Mstep: Class 6 contains 191148 members 
Mstep: Class 7 contains 225251 members 
Mstep: Class 8 contains 66162 members 
Mstep: Class 9 contains 25845 members 
Mstep: Class 10 contains 7584 members 
Mstep: Class 11 contains 10773 members 
Mstep: Class 12 contains 71135 members 
Mstep: Class 13 contains 11513 members 
Mstep: Class 14 contains 327232 members 
Mstep: Class 15 contains 13150 members 
Mstep: Class 16 contains 223102 members 
Mstep: Class 17 contains 12457 members 
Mstep: Class 18 contains 5317 members 
Mstep: Class 19 contains 113601 members 
Mstep: Class 20 contains 24510 members 
Mstep: Class 21 contains 71797 members 
Mstep: Class 22 contains 6724 members 
Mstep: Class 23 contains 5464 members 
Mstep: Class 24 contains 23353 members 
Mstep: Class 25 contains 6639 members 
Mstep: Class 26 contains 6609 members 
Mstep: Class 27 contains 7050 members 
Mstep: Class 28 contains 15799 members 
Mstep: Class 29 contains 7999 members 
Mstep: Class 30 contains 20868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157505712.000000 Penalty: 106611.812500
Iteration 54Q: 31 clusters Score -1.575057e+08 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 123884 members 
Mstep: Class 2 contains 3701 members 
Mstep: Class 3 contains 13788 members 
Mstep: Class 4 contains 12572 members 
Mstep: Class 5 contains 17102 members 
Mstep: Class 6 contains 191925 members 
Mstep: Class 7 contains 225224 members 
Mstep: Class 8 contains 66141 members 
Mstep: Class 9 contains 25863 members 
Mstep: Class 10 contains 7556 members 
Mstep: Class 11 contains 10781 members 
Mstep: Class 12 contains 71279 members 
Mstep: Class 13 contains 11452 members 
Mstep: Class 14 contains 327193 members 
Mstep: Class 15 contains 13187 members 
Mstep: Class 16 contains 223142 members 
Mstep: Class 17 contains 12458 members 
Mstep: Class 18 contains 5358 members 
Mstep: Class 19 contains 112812 members 
Mstep: Class 20 contains 24518 members 
Mstep: Class 21 contains 71360 members 
Mstep: Class 22 contains 6773 members 
Mstep: Class 23 contains 5540 members 
Mstep: Class 24 contains 23339 members 
Mstep: Class 25 contains 6646 members 
Mstep: Class 26 contains 6675 members 
Mstep: Class 27 contains 7043 members 
Mstep: Class 28 contains 15786 members 
Mstep: Class 29 contains 8079 members 
Mstep: Class 30 contains 20830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157506176.000000 Penalty: 106611.812500
Iteration 55Q: 31 clusters Score -1.575062e+08 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 123927 members 
Mstep: Class 2 contains 3706 members 
Mstep: Class 3 contains 13897 members 
Mstep: Class 4 contains 12585 members 
Mstep: Class 5 contains 17082 members 
Mstep: Class 6 contains 192755 members 
Mstep: Class 7 contains 225190 members 
Mstep: Class 8 contains 66124 members 
Mstep: Class 9 contains 25892 members 
Mstep: Class 10 contains 7523 members 
Mstep: Class 11 contains 10785 members 
Mstep: Class 12 contains 71427 members 
Mstep: Class 13 contains 11404 members 
Mstep: Class 14 contains 327158 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 223193 members 
Mstep: Class 17 contains 12450 members 
Mstep: Class 18 contains 5404 members 
Mstep: Class 19 contains 111964 members 
Mstep: Class 20 contains 24526 members 
Mstep: Class 21 contains 70903 members 
Mstep: Class 22 contains 6818 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 23340 members 
Mstep: Class 25 contains 6657 members 
Mstep: Class 26 contains 6725 members 
Mstep: Class 27 contains 7032 members 
Mstep: Class 28 contains 15770 members 
Mstep: Class 29 contains 8161 members 
Mstep: Class 30 contains 20777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157506576.000000 Penalty: 106611.812500
Iteration 56Q: 31 clusters Score -1.575066e+08 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 123946 members 
Mstep: Class 2 contains 3705 members 
Mstep: Class 3 contains 13997 members 
Mstep: Class 4 contains 12599 members 
Mstep: Class 5 contains 17064 members 
Mstep: Class 6 contains 193626 members 
Mstep: Class 7 contains 225165 members 
Mstep: Class 8 contains 66103 members 
Mstep: Class 9 contains 25923 members 
Mstep: Class 10 contains 7507 members 
Mstep: Class 11 contains 10789 members 
Mstep: Class 12 contains 71569 members 
Mstep: Class 13 contains 11350 members 
Mstep: Class 14 contains 327137 members 
Mstep: Class 15 contains 13271 members 
Mstep: Class 16 contains 223253 members 
Mstep: Class 17 contains 12444 members 
Mstep: Class 18 contains 5450 members 
Mstep: Class 19 contains 111054 members 
Mstep: Class 20 contains 24542 members 
Mstep: Class 21 contains 70452 members 
Mstep: Class 22 contains 6872 members 
Mstep: Class 23 contains 5647 members 
Mstep: Class 24 contains 23337 members 
Mstep: Class 25 contains 6663 members 
Mstep: Class 26 contains 6783 members 
Mstep: Class 27 contains 7017 members 
Mstep: Class 28 contains 15763 members 
Mstep: Class 29 contains 8248 members 
Mstep: Class 30 contains 20731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157506736.000000 Penalty: 106611.812500
Iteration 57Q: 31 clusters Score -1.575067e+08 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 123960 members 
Mstep: Class 2 contains 3705 members 
Mstep: Class 3 contains 14090 members 
Mstep: Class 4 contains 12618 members 
Mstep: Class 5 contains 17036 members 
Mstep: Class 6 contains 194546 members 
Mstep: Class 7 contains 225149 members 
Mstep: Class 8 contains 66084 members 
Mstep: Class 9 contains 25950 members 
Mstep: Class 10 contains 7491 members 
Mstep: Class 11 contains 10791 members 
Mstep: Class 12 contains 71701 members 
Mstep: Class 13 contains 11296 members 
Mstep: Class 14 contains 327114 members 
Mstep: Class 15 contains 13319 members 
Mstep: Class 16 contains 223312 members 
Mstep: Class 17 contains 12442 members 
Mstep: Class 18 contains 5499 members 
Mstep: Class 19 contains 110105 members 
Mstep: Class 20 contains 24560 members 
Mstep: Class 21 contains 70001 members 
Mstep: Class 22 contains 6930 members 
Mstep: Class 23 contains 5697 members 
Mstep: Class 24 contains 23336 members 
Mstep: Class 25 contains 6664 members 
Mstep: Class 26 contains 6841 members 
Mstep: Class 27 contains 7008 members 
Mstep: Class 28 contains 15761 members 
Mstep: Class 29 contains 8336 members 
Mstep: Class 30 contains 20665 members 
Entering Unmasked Estep 
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Score: -157507328.000000 Penalty: 106611.812500
Iteration 58Q: 31 clusters Score -1.575073e+08 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 123996 members 
Mstep: Class 2 contains 3708 members 
Mstep: Class 3 contains 14165 members 
Mstep: Class 4 contains 12627 members 
Mstep: Class 5 contains 17009 members 
Mstep: Class 6 contains 195577 members 
Mstep: Class 7 contains 225125 members 
Mstep: Class 8 contains 66069 members 
Mstep: Class 9 contains 25972 members 
Mstep: Class 10 contains 7475 members 
Mstep: Class 11 contains 10792 members 
Mstep: Class 12 contains 71818 members 
Mstep: Class 13 contains 11263 members 
Mstep: Class 14 contains 327094 members 
Mstep: Class 15 contains 13351 members 
Mstep: Class 16 contains 223375 members 
Mstep: Class 17 contains 12433 members 
Mstep: Class 18 contains 5543 members 
Mstep: Class 19 contains 109092 members 
Mstep: Class 20 contains 24569 members 
Mstep: Class 21 contains 69621 members 
Mstep: Class 22 contains 6987 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 23322 members 
Mstep: Class 25 contains 6664 members 
Mstep: Class 26 contains 6880 members 
Mstep: Class 27 contains 6993 members 
Mstep: Class 28 contains 15758 members 
Mstep: Class 29 contains 8414 members 
Mstep: Class 30 contains 20580 members 
Entering Unmasked Estep 
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Iteration 59Q: 31 clusters Score -1.575081e+08 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124010 members 
Mstep: Class 2 contains 3712 members 
Mstep: Class 3 contains 14222 members 
Mstep: Class 4 contains 12628 members 
Mstep: Class 5 contains 16986 members 
Mstep: Class 6 contains 196626 members 
Mstep: Class 7 contains 225090 members 
Mstep: Class 8 contains 66038 members 
Mstep: Class 9 contains 25989 members 
Mstep: Class 10 contains 7460 members 
Mstep: Class 11 contains 10794 members 
Mstep: Class 12 contains 71970 members 
Mstep: Class 13 contains 11219 members 
Mstep: Class 14 contains 327082 members 
Mstep: Class 15 contains 13372 members 
Mstep: Class 16 contains 223428 members 
Mstep: Class 17 contains 12432 members 
Mstep: Class 18 contains 5593 members 
Mstep: Class 19 contains 107990 members 
Mstep: Class 20 contains 24583 members 
Mstep: Class 21 contains 69309 members 
Mstep: Class 22 contains 7052 members 
Mstep: Class 23 contains 5762 members 
Mstep: Class 24 contains 23321 members 
Mstep: Class 25 contains 6668 members 
Mstep: Class 26 contains 6918 members 
Mstep: Class 27 contains 6979 members 
Mstep: Class 28 contains 15758 members 
Mstep: Class 29 contains 8511 members 
Mstep: Class 30 contains 20505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157508304.000000 Penalty: 106611.812500
Iteration 60F: 31 clusters Score -1.575083e+08 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124034 members 
Mstep: Class 2 contains 3716 members 
Mstep: Class 3 contains 14338 members 
Mstep: Class 4 contains 12634 members 
Mstep: Class 5 contains 16970 members 
Mstep: Class 6 contains 197647 members 
Mstep: Class 7 contains 225064 members 
Mstep: Class 8 contains 66008 members 
Mstep: Class 9 contains 26009 members 
Mstep: Class 10 contains 7448 members 
Mstep: Class 11 contains 10796 members 
Mstep: Class 12 contains 72136 members 
Mstep: Class 13 contains 11169 members 
Mstep: Class 14 contains 327070 members 
Mstep: Class 15 contains 13401 members 
Mstep: Class 16 contains 223469 members 
Mstep: Class 17 contains 12423 members 
Mstep: Class 18 contains 5632 members 
Mstep: Class 19 contains 106893 members 
Mstep: Class 20 contains 24586 members 
Mstep: Class 21 contains 68913 members 
Mstep: Class 22 contains 7148 members 
Mstep: Class 23 contains 5774 members 
Mstep: Class 24 contains 23313 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 7004 members 
Mstep: Class 27 contains 6976 members 
Mstep: Class 28 contains 15764 members 
Mstep: Class 29 contains 8599 members 
Mstep: Class 30 contains 20403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157508704.000000 Penalty: 106611.812500
Iteration 61Q: 31 clusters Score -1.575087e+08 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124067 members 
Mstep: Class 2 contains 3718 members 
Mstep: Class 3 contains 14435 members 
Mstep: Class 4 contains 12632 members 
Mstep: Class 5 contains 16955 members 
Mstep: Class 6 contains 198652 members 
Mstep: Class 7 contains 225026 members 
Mstep: Class 8 contains 65967 members 
Mstep: Class 9 contains 26026 members 
Mstep: Class 10 contains 7440 members 
Mstep: Class 11 contains 10796 members 
Mstep: Class 12 contains 72299 members 
Mstep: Class 13 contains 11130 members 
Mstep: Class 14 contains 327051 members 
Mstep: Class 15 contains 13422 members 
Mstep: Class 16 contains 223545 members 
Mstep: Class 17 contains 12424 members 
Mstep: Class 18 contains 5667 members 
Mstep: Class 19 contains 105798 members 
Mstep: Class 20 contains 24604 members 
Mstep: Class 21 contains 68554 members 
Mstep: Class 22 contains 7220 members 
Mstep: Class 23 contains 5796 members 
Mstep: Class 24 contains 23305 members 
Mstep: Class 25 contains 6671 members 
Mstep: Class 26 contains 7084 members 
Mstep: Class 27 contains 6965 members 
Mstep: Class 28 contains 15770 members 
Mstep: Class 29 contains 8685 members 
Mstep: Class 30 contains 20303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157508816.000000 Penalty: 106611.812500
Iteration 62Q: 31 clusters Score -1.575088e+08 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124092 members 
Mstep: Class 2 contains 3718 members 
Mstep: Class 3 contains 14529 members 
Mstep: Class 4 contains 12637 members 
Mstep: Class 5 contains 16935 members 
Mstep: Class 6 contains 199671 members 
Mstep: Class 7 contains 224990 members 
Mstep: Class 8 contains 65936 members 
Mstep: Class 9 contains 26033 members 
Mstep: Class 10 contains 7433 members 
Mstep: Class 11 contains 10798 members 
Mstep: Class 12 contains 72456 members 
Mstep: Class 13 contains 11096 members 
Mstep: Class 14 contains 327037 members 
Mstep: Class 15 contains 13459 members 
Mstep: Class 16 contains 223593 members 
Mstep: Class 17 contains 12420 members 
Mstep: Class 18 contains 5705 members 
Mstep: Class 19 contains 104667 members 
Mstep: Class 20 contains 24609 members 
Mstep: Class 21 contains 68220 members 
Mstep: Class 22 contains 7281 members 
Mstep: Class 23 contains 5824 members 
Mstep: Class 24 contains 23303 members 
Mstep: Class 25 contains 6676 members 
Mstep: Class 26 contains 7163 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 15777 members 
Mstep: Class 29 contains 8772 members 
Mstep: Class 30 contains 20222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157509088.000000 Penalty: 106611.812500
Iteration 63Q: 31 clusters Score -1.575091e+08 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124113 members 
Mstep: Class 2 contains 3718 members 
Mstep: Class 3 contains 14600 members 
Mstep: Class 4 contains 12649 members 
Mstep: Class 5 contains 16922 members 
Mstep: Class 6 contains 200692 members 
Mstep: Class 7 contains 224966 members 
Mstep: Class 8 contains 65906 members 
Mstep: Class 9 contains 26045 members 
Mstep: Class 10 contains 7427 members 
Mstep: Class 11 contains 10799 members 
Mstep: Class 12 contains 72599 members 
Mstep: Class 13 contains 11054 members 
Mstep: Class 14 contains 327022 members 
Mstep: Class 15 contains 13486 members 
Mstep: Class 16 contains 223618 members 
Mstep: Class 17 contains 12421 members 
Mstep: Class 18 contains 5746 members 
Mstep: Class 19 contains 103530 members 
Mstep: Class 20 contains 24633 members 
Mstep: Class 21 contains 67922 members 
Mstep: Class 22 contains 7330 members 
Mstep: Class 23 contains 5847 members 
Mstep: Class 24 contains 23305 members 
Mstep: Class 25 contains 6682 members 
Mstep: Class 26 contains 7233 members 
Mstep: Class 27 contains 6946 members 
Mstep: Class 28 contains 15786 members 
Mstep: Class 29 contains 8859 members 
Mstep: Class 30 contains 20151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157509056.000000 Penalty: 106611.812500
Iteration 64Q: 31 clusters Score -1.575091e+08 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124137 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 14677 members 
Mstep: Class 4 contains 12666 members 
Mstep: Class 5 contains 16909 members 
Mstep: Class 6 contains 201835 members 
Mstep: Class 7 contains 224961 members 
Mstep: Class 8 contains 65886 members 
Mstep: Class 9 contains 26057 members 
Mstep: Class 10 contains 7426 members 
Mstep: Class 11 contains 10798 members 
Mstep: Class 12 contains 72732 members 
Mstep: Class 13 contains 11004 members 
Mstep: Class 14 contains 327009 members 
Mstep: Class 15 contains 13509 members 
Mstep: Class 16 contains 223635 members 
Mstep: Class 17 contains 12422 members 
Mstep: Class 18 contains 5777 members 
Mstep: Class 19 contains 102291 members 
Mstep: Class 20 contains 24629 members 
Mstep: Class 21 contains 67627 members 
Mstep: Class 22 contains 7379 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 23313 members 
Mstep: Class 25 contains 6687 members 
Mstep: Class 26 contains 7304 members 
Mstep: Class 27 contains 6945 members 
Mstep: Class 28 contains 15801 members 
Mstep: Class 29 contains 8940 members 
Mstep: Class 30 contains 20068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157509056.000000 Penalty: 106611.812500
Iteration 65Q: 31 clusters Score -1.575091e+08 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124148 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 14746 members 
Mstep: Class 4 contains 12677 members 
Mstep: Class 5 contains 16899 members 
Mstep: Class 6 contains 203078 members 
Mstep: Class 7 contains 224950 members 
Mstep: Class 8 contains 65857 members 
Mstep: Class 9 contains 26072 members 
Mstep: Class 10 contains 7422 members 
Mstep: Class 11 contains 10800 members 
Mstep: Class 12 contains 72867 members 
Mstep: Class 13 contains 10957 members 
Mstep: Class 14 contains 326994 members 
Mstep: Class 15 contains 13527 members 
Mstep: Class 16 contains 223671 members 
Mstep: Class 17 contains 12426 members 
Mstep: Class 18 contains 5803 members 
Mstep: Class 19 contains 100991 members 
Mstep: Class 20 contains 24636 members 
Mstep: Class 21 contains 67340 members 
Mstep: Class 22 contains 7424 members 
Mstep: Class 23 contains 5878 members 
Mstep: Class 24 contains 23305 members 
Mstep: Class 25 contains 6692 members 
Mstep: Class 26 contains 7349 members 
Mstep: Class 27 contains 6943 members 
Mstep: Class 28 contains 15816 members 
Mstep: Class 29 contains 9019 members 
Mstep: Class 30 contains 19997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157509104.000000 Penalty: 106611.812500
Iteration 66Q: 31 clusters Score -1.575091e+08 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124167 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 14795 members 
Mstep: Class 4 contains 12677 members 
Mstep: Class 5 contains 16896 members 
Mstep: Class 6 contains 204294 members 
Mstep: Class 7 contains 224949 members 
Mstep: Class 8 contains 65837 members 
Mstep: Class 9 contains 26082 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 10802 members 
Mstep: Class 12 contains 72981 members 
Mstep: Class 13 contains 10902 members 
Mstep: Class 14 contains 326978 members 
Mstep: Class 15 contains 13544 members 
Mstep: Class 16 contains 223695 members 
Mstep: Class 17 contains 12422 members 
Mstep: Class 18 contains 5832 members 
Mstep: Class 19 contains 99732 members 
Mstep: Class 20 contains 24649 members 
Mstep: Class 21 contains 67079 members 
Mstep: Class 22 contains 7462 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 23309 members 
Mstep: Class 25 contains 6697 members 
Mstep: Class 26 contains 7404 members 
Mstep: Class 27 contains 6936 members 
Mstep: Class 28 contains 15824 members 
Mstep: Class 29 contains 9087 members 
Mstep: Class 30 contains 19933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157509024.000000 Penalty: 106611.812500
Iteration 67Q: 31 clusters Score -1.57509e+08 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124177 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 14846 members 
Mstep: Class 4 contains 12680 members 
Mstep: Class 5 contains 16888 members 
Mstep: Class 6 contains 205527 members 
Mstep: Class 7 contains 224949 members 
Mstep: Class 8 contains 65812 members 
Mstep: Class 9 contains 26092 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 10804 members 
Mstep: Class 12 contains 73104 members 
Mstep: Class 13 contains 10860 members 
Mstep: Class 14 contains 326973 members 
Mstep: Class 15 contains 13560 members 
Mstep: Class 16 contains 223718 members 
Mstep: Class 17 contains 12434 members 
Mstep: Class 18 contains 5854 members 
Mstep: Class 19 contains 98451 members 
Mstep: Class 20 contains 24669 members 
Mstep: Class 21 contains 66812 members 
Mstep: Class 22 contains 7485 members 
Mstep: Class 23 contains 5919 members 
Mstep: Class 24 contains 23311 members 
Mstep: Class 25 contains 6698 members 
Mstep: Class 26 contains 7443 members 
Mstep: Class 27 contains 6940 members 
Mstep: Class 28 contains 15831 members 
Mstep: Class 29 contains 9154 members 
Mstep: Class 30 contains 19879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157508880.000000 Penalty: 106611.812500
Iteration 68Q: 31 clusters Score -1.575089e+08 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124188 members 
Mstep: Class 2 contains 3719 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 12681 members 
Mstep: Class 5 contains 16882 members 
Mstep: Class 6 contains 206792 members 
Mstep: Class 7 contains 224939 members 
Mstep: Class 8 contains 65799 members 
Mstep: Class 9 contains 26109 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 10809 members 
Mstep: Class 12 contains 73208 members 
Mstep: Class 13 contains 10800 members 
Mstep: Class 14 contains 326969 members 
Mstep: Class 15 contains 13567 members 
Mstep: Class 16 contains 223745 members 
Mstep: Class 17 contains 12437 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 19 contains 97148 members 
Mstep: Class 20 contains 24689 members 
Mstep: Class 21 contains 66557 members 
Mstep: Class 22 contains 7514 members 
Mstep: Class 23 contains 5948 members 
Mstep: Class 24 contains 23313 members 
Mstep: Class 25 contains 6699 members 
Mstep: Class 26 contains 7482 members 
Mstep: Class 27 contains 6933 members 
Mstep: Class 28 contains 15839 members 
Mstep: Class 29 contains 9236 members 
Mstep: Class 30 contains 19830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157509312.000000 Penalty: 106611.812500
Iteration 69Q: 31 clusters Score -1.575093e+08 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124213 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 14915 members 
Mstep: Class 4 contains 12682 members 
Mstep: Class 5 contains 16869 members 
Mstep: Class 6 contains 208108 members 
Mstep: Class 7 contains 224920 members 
Mstep: Class 8 contains 65792 members 
Mstep: Class 9 contains 26122 members 
Mstep: Class 10 contains 7412 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 73295 members 
Mstep: Class 13 contains 10743 members 
Mstep: Class 14 contains 326967 members 
Mstep: Class 15 contains 13584 members 
Mstep: Class 16 contains 223758 members 
Mstep: Class 17 contains 12435 members 
Mstep: Class 18 contains 5902 members 
Mstep: Class 19 contains 95808 members 
Mstep: Class 20 contains 24718 members 
Mstep: Class 21 contains 66321 members 
Mstep: Class 22 contains 7556 members 
Mstep: Class 23 contains 5970 members 
Mstep: Class 24 contains 23316 members 
Mstep: Class 25 contains 6698 members 
Mstep: Class 26 contains 7513 members 
Mstep: Class 27 contains 6922 members 
Mstep: Class 28 contains 15839 members 
Mstep: Class 29 contains 9313 members 
Mstep: Class 30 contains 19784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157509440.000000 Penalty: 106611.812500
Iteration 70Q: 31 clusters Score -1.575094e+08 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124229 members 
Mstep: Class 2 contains 3719 members 
Mstep: Class 3 contains 14934 members 
Mstep: Class 4 contains 12690 members 
Mstep: Class 5 contains 16851 members 
Mstep: Class 6 contains 209347 members 
Mstep: Class 7 contains 224907 members 
Mstep: Class 8 contains 65781 members 
Mstep: Class 9 contains 26134 members 
Mstep: Class 10 contains 7412 members 
Mstep: Class 11 contains 10815 members 
Mstep: Class 12 contains 73377 members 
Mstep: Class 13 contains 10680 members 
Mstep: Class 14 contains 326965 members 
Mstep: Class 15 contains 13607 members 
Mstep: Class 16 contains 223782 members 
Mstep: Class 17 contains 12435 members 
Mstep: Class 18 contains 5928 members 
Mstep: Class 19 contains 94539 members 
Mstep: Class 20 contains 24752 members 
Mstep: Class 21 contains 66107 members 
Mstep: Class 22 contains 7568 members 
Mstep: Class 23 contains 5990 members 
Mstep: Class 24 contains 23328 members 
Mstep: Class 25 contains 6700 members 
Mstep: Class 26 contains 7543 members 
Mstep: Class 27 contains 6916 members 
Mstep: Class 28 contains 15834 members 
Mstep: Class 29 contains 9392 members 
Mstep: Class 30 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157509568.000000 Penalty: 106611.812500
Iteration 71Q: 31 clusters Score -1.575096e+08 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124246 members 
Mstep: Class 2 contains 3719 members 
Mstep: Class 3 contains 14940 members 
Mstep: Class 4 contains 12691 members 
Mstep: Class 5 contains 16828 members 
Mstep: Class 6 contains 210600 members 
Mstep: Class 7 contains 224901 members 
Mstep: Class 8 contains 65775 members 
Mstep: Class 9 contains 26145 members 
Mstep: Class 10 contains 7409 members 
Mstep: Class 11 contains 10819 members 
Mstep: Class 12 contains 73462 members 
Mstep: Class 13 contains 10641 members 
Mstep: Class 14 contains 326951 members 
Mstep: Class 15 contains 13613 members 
Mstep: Class 16 contains 223812 members 
Mstep: Class 17 contains 12439 members 
Mstep: Class 18 contains 5954 members 
Mstep: Class 19 contains 93263 members 
Mstep: Class 20 contains 24764 members 
Mstep: Class 21 contains 65922 members 
Mstep: Class 22 contains 7581 members 
Mstep: Class 23 contains 6013 members 
Mstep: Class 24 contains 23338 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 7566 members 
Mstep: Class 27 contains 6906 members 
Mstep: Class 28 contains 15836 members 
Mstep: Class 29 contains 9466 members 
Mstep: Class 30 contains 19706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157509920.000000 Penalty: 106611.812500
Iteration 72Q: 31 clusters Score -1.575099e+08 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124268 members 
Mstep: Class 2 contains 3718 members 
Mstep: Class 3 contains 14935 members 
Mstep: Class 4 contains 12690 members 
Mstep: Class 5 contains 16806 members 
Mstep: Class 6 contains 211811 members 
Mstep: Class 7 contains 224898 members 
Mstep: Class 8 contains 65771 members 
Mstep: Class 9 contains 26162 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 10819 members 
Mstep: Class 12 contains 73528 members 
Mstep: Class 13 contains 10607 members 
Mstep: Class 14 contains 326957 members 
Mstep: Class 15 contains 13634 members 
Mstep: Class 16 contains 223829 members 
Mstep: Class 17 contains 12445 members 
Mstep: Class 18 contains 5983 members 
Mstep: Class 19 contains 92025 members 
Mstep: Class 20 contains 24764 members 
Mstep: Class 21 contains 65727 members 
Mstep: Class 22 contains 7587 members 
Mstep: Class 23 contains 6035 members 
Mstep: Class 24 contains 23349 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 7596 members 
Mstep: Class 27 contains 6905 members 
Mstep: Class 28 contains 15842 members 
Mstep: Class 29 contains 9541 members 
Mstep: Class 30 contains 19671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157510144.000000 Penalty: 106611.812500
Iteration 73Q: 31 clusters Score -1.575101e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124285 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 3 contains 14920 members 
Mstep: Class 4 contains 12680 members 
Mstep: Class 5 contains 16780 members 
Mstep: Class 6 contains 213082 members 
Mstep: Class 7 contains 224919 members 
Mstep: Class 8 contains 65765 members 
Mstep: Class 9 contains 26174 members 
Mstep: Class 10 contains 7397 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 73607 members 
Mstep: Class 13 contains 10580 members 
Mstep: Class 14 contains 326965 members 
Mstep: Class 15 contains 13657 members 
Mstep: Class 16 contains 223847 members 
Mstep: Class 17 contains 12449 members 
Mstep: Class 18 contains 6017 members 
Mstep: Class 19 contains 90737 members 
Mstep: Class 20 contains 24751 members 
Mstep: Class 21 contains 65545 members 
Mstep: Class 22 contains 7601 members 
Mstep: Class 23 contains 6064 members 
Mstep: Class 24 contains 23351 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 7618 members 
Mstep: Class 27 contains 6897 members 
Mstep: Class 28 contains 15841 members 
Mstep: Class 29 contains 9601 members 
Mstep: Class 30 contains 19634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157510320.000000 Penalty: 106611.812500
Iteration 74Q: 31 clusters Score -1.575103e+08 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124303 members 
Mstep: Class 2 contains 3721 members 
Mstep: Class 3 contains 14888 members 
Mstep: Class 4 contains 12679 members 
Mstep: Class 5 contains 16761 members 
Mstep: Class 6 contains 214394 members 
Mstep: Class 7 contains 224922 members 
Mstep: Class 8 contains 65762 members 
Mstep: Class 9 contains 26178 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 73677 members 
Mstep: Class 13 contains 10550 members 
Mstep: Class 14 contains 326982 members 
Mstep: Class 15 contains 13667 members 
Mstep: Class 16 contains 223868 members 
Mstep: Class 17 contains 12458 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 89429 members 
Mstep: Class 20 contains 24740 members 
Mstep: Class 21 contains 65373 members 
Mstep: Class 22 contains 7615 members 
Mstep: Class 23 contains 6086 members 
Mstep: Class 24 contains 23361 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 7629 members 
Mstep: Class 27 contains 6887 members 
Mstep: Class 28 contains 15843 members 
Mstep: Class 29 contains 9672 members 
Mstep: Class 30 contains 19596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157510064.000000 Penalty: 106611.812500
Iteration 75Q: 31 clusters Score -1.575101e+08 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124319 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 14845 members 
Mstep: Class 4 contains 12679 members 
Mstep: Class 5 contains 16750 members 
Mstep: Class 6 contains 215753 members 
Mstep: Class 7 contains 224926 members 
Mstep: Class 8 contains 65750 members 
Mstep: Class 9 contains 26184 members 
Mstep: Class 10 contains 7400 members 
Mstep: Class 11 contains 10821 members 
Mstep: Class 12 contains 73752 members 
Mstep: Class 13 contains 10517 members 
Mstep: Class 14 contains 326991 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 223891 members 
Mstep: Class 17 contains 12462 members 
Mstep: Class 18 contains 6064 members 
Mstep: Class 19 contains 88064 members 
Mstep: Class 20 contains 24752 members 
Mstep: Class 21 contains 65234 members 
Mstep: Class 22 contains 7629 members 
Mstep: Class 23 contains 6099 members 
Mstep: Class 24 contains 23362 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 6878 members 
Mstep: Class 28 contains 15838 members 
Mstep: Class 29 contains 9742 members 
Mstep: Class 30 contains 19563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157510448.000000 Penalty: 106611.812500
Iteration 76Q: 31 clusters Score -1.575104e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124333 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 14793 members 
Mstep: Class 4 contains 12682 members 
Mstep: Class 5 contains 16741 members 
Mstep: Class 6 contains 217114 members 
Mstep: Class 7 contains 224930 members 
Mstep: Class 8 contains 65741 members 
Mstep: Class 9 contains 26190 members 
Mstep: Class 10 contains 7409 members 
Mstep: Class 11 contains 10820 members 
Mstep: Class 12 contains 73813 members 
Mstep: Class 13 contains 10485 members 
Mstep: Class 14 contains 326988 members 
Mstep: Class 15 contains 13686 members 
Mstep: Class 16 contains 223921 members 
Mstep: Class 17 contains 12470 members 
Mstep: Class 18 contains 6083 members 
Mstep: Class 19 contains 86685 members 
Mstep: Class 20 contains 24772 members 
Mstep: Class 21 contains 65125 members 
Mstep: Class 22 contains 7632 members 
Mstep: Class 23 contains 6115 members 
Mstep: Class 24 contains 23364 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 7644 members 
Mstep: Class 27 contains 6875 members 
Mstep: Class 28 contains 15833 members 
Mstep: Class 29 contains 9810 members 
Mstep: Class 30 contains 19528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157510592.000000 Penalty: 106611.812500
Iteration 77Q: 31 clusters Score -1.575106e+08 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124342 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 14728 members 
Mstep: Class 4 contains 12681 members 
Mstep: Class 5 contains 16723 members 
Mstep: Class 6 contains 218550 members 
Mstep: Class 7 contains 224934 members 
Mstep: Class 8 contains 65734 members 
Mstep: Class 9 contains 26196 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 10819 members 
Mstep: Class 12 contains 73871 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 326991 members 
Mstep: Class 15 contains 13701 members 
Mstep: Class 16 contains 223937 members 
Mstep: Class 17 contains 12469 members 
Mstep: Class 18 contains 6104 members 
Mstep: Class 19 contains 85252 members 
Mstep: Class 20 contains 24775 members 
Mstep: Class 21 contains 65052 members 
Mstep: Class 22 contains 7627 members 
Mstep: Class 23 contains 6137 members 
Mstep: Class 24 contains 23364 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 7646 members 
Mstep: Class 27 contains 6862 members 
Mstep: Class 28 contains 15828 members 
Mstep: Class 29 contains 9873 members 
Mstep: Class 30 contains 19508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157510928.000000 Penalty: 106611.812500
Iteration 78Q: 31 clusters Score -1.575109e+08 nChanged 2265
Entering ConstructFrom: 
Score: -157510928.000000 Penalty: 106611.812500
Entering ConstructFrom: 
Trying to split cluster 1 (124353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124353 members 
Entering Unmasked Estep 
Score: -12070051.000000 Penalty: 2909.258301
	Iteration 0F: 2 clusters Score -1.207005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62065 members 
Mstep: Class 2 contains 62288 members 
Entering Unmasked Estep 
Score: -11986736.000000 Penalty: 5818.516602
	Iteration 0F: 3 clusters Score -1.198674e+07 nChanged 59240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -12020917.000000 Penalty: 5818.516602
	Iteration 1F: 3 clusters Score -1.202092e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -12021834.000000 Penalty: 5818.516602
	Iteration 2Q: 3 clusters Score -1.202183e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57076 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -12023093.000000 Penalty: 5818.516602
	Iteration 3Q: 3 clusters Score -1.202309e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Mstep: Class 2 contains 69976 members 
Entering Unmasked Estep 
Score: -12024656.000000 Penalty: 5818.516602
	Iteration 4Q: 3 clusters Score -1.202466e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 73788 members 
Entering Unmasked Estep 
Score: -12026720.000000 Penalty: 5818.516602
	Iteration 5Q: 3 clusters Score -1.202672e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -12030142.000000 Penalty: 5818.516602
	Iteration 6F: 3 clusters Score -1.203014e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 86143 members 
Entering Unmasked Estep 
Score: -12035292.000000 Penalty: 5818.516602
	Iteration 7F: 3 clusters Score -1.203529e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 94339 members 
Entering Unmasked Estep 
Score: -12042178.000000 Penalty: 5818.516602
	Iteration 8F: 3 clusters Score -1.204218e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 102361 members 
Entering Unmasked Estep 
Score: -12049333.000000 Penalty: 5818.516602
	Iteration 9F: 3 clusters Score -1.204933e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 109011 members 
Entering Unmasked Estep 
Score: -12055379.000000 Penalty: 5818.516602
	Iteration 10F: 3 clusters Score -1.205538e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 113817 members 
Entering Unmasked Estep 
Score: -12059659.000000 Penalty: 5818.516602
	Iteration 11Q: 3 clusters Score -1.205966e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 117077 members 
Entering Unmasked Estep 
Score: -12062389.000000 Penalty: 5818.516602
	Iteration 12Q: 3 clusters Score -1.206239e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 119363 members 
Entering Unmasked Estep 
Score: -12064233.000000 Penalty: 5818.516602
	Iteration 13Q: 3 clusters Score -1.206423e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 120924 members 
Entering Unmasked Estep 
Score: -12065489.000000 Penalty: 5818.516602
	Iteration 14Q: 3 clusters Score -1.206549e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 121982 members 
Entering Unmasked Estep 
Score: -12066343.000000 Penalty: 5818.516602
	Iteration 15Q: 3 clusters Score -1.206634e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 122621 members 
Entering Unmasked Estep 
Score: -12066797.000000 Penalty: 5818.516602
	Iteration 16Q: 3 clusters Score -1.20668e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 123027 members 
Entering Unmasked Estep 
Score: -12067072.000000 Penalty: 5818.516602
	Iteration 17Q: 3 clusters Score -1.206707e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 123279 members 
Entering Unmasked Estep 
Score: -12067203.000000 Penalty: 5818.516602
	Iteration 18Q: 3 clusters Score -1.20672e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 123458 members 
Entering Unmasked Estep 
Score: -12067293.000000 Penalty: 5818.516602
	Iteration 19Q: 3 clusters Score -1.206729e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 123570 members 
Entering Unmasked Estep 
Score: -12067357.000000 Penalty: 5818.516602
	Iteration 20F: 3 clusters Score -1.206736e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 123647 members 
Entering Unmasked Estep 
Score: -12067408.000000 Penalty: 5818.516602
	Iteration 21Q: 3 clusters Score -1.206741e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 123698 members 
Entering Unmasked Estep 
Score: -12067438.000000 Penalty: 5818.516602
	Iteration 22Q: 3 clusters Score -1.206744e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 123736 members 
Entering Unmasked Estep 
Score: -12067479.000000 Penalty: 5818.516602
	Iteration 23Q: 3 clusters Score -1.206748e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 123771 members 
Entering Unmasked Estep 
Score: -12067516.000000 Penalty: 5818.516602
	Iteration 24Q: 3 clusters Score -1.206752e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 123802 members 
Entering Unmasked Estep 
Score: -12067543.000000 Penalty: 5818.516602
	Iteration 25Q: 3 clusters Score -1.206754e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 123835 members 
Entering Unmasked Estep 
Score: -12067551.000000 Penalty: 5818.516602
	Iteration 26Q: 3 clusters Score -1.206755e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 123860 members 
Entering Unmasked Estep 
Score: -12067576.000000 Penalty: 5818.516602
	Iteration 27Q: 3 clusters Score -1.206758e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 123877 members 
Entering Unmasked Estep 
Score: -12067585.000000 Penalty: 5818.516602
	Iteration 28Q: 3 clusters Score -1.206758e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 123889 members 
Entering Unmasked Estep 
Score: -12067603.000000 Penalty: 5818.516602
	Iteration 29Q: 3 clusters Score -1.20676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 123904 members 
Entering Unmasked Estep 
Score: -12067609.000000 Penalty: 5818.516602
	Iteration 30Q: 3 clusters Score -1.206761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 123910 members 
Entering Unmasked Estep 
Score: -12067629.000000 Penalty: 5818.516602
	Iteration 31Q: 3 clusters Score -1.206763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 123912 members 
Entering Unmasked Estep 
Score: -12067628.000000 Penalty: 5818.516602
	Iteration 32Q: 3 clusters Score -1.206763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 123914 members 
Entering Unmasked Estep 
Score: -12067631.000000 Penalty: 5818.516602
	Iteration 33Q: 3 clusters Score -1.206763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 123915 members 
Entering Unmasked Estep 
Score: -12067633.000000 Penalty: 5818.516602
	Iteration 34Q: 3 clusters Score -1.206763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 123917 members 
Entering Unmasked Estep 
Score: -12067625.000000 Penalty: 5818.516602
	Iteration 35Q: 3 clusters Score -1.206762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 123918 members 
Entering Unmasked Estep 
Score: -12067626.000000 Penalty: 5818.516602
	Iteration 36Q: 3 clusters Score -1.206763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 123920 members 
Entering Unmasked Estep 
Score: -12067626.000000 Penalty: 5818.516602
	Iteration 37Q: 3 clusters Score -1.206763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 123923 members 
Entering Unmasked Estep 
Score: -12067635.000000 Penalty: 5818.516602
	Iteration 38Q: 3 clusters Score -1.206764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 123925 members 
Entering Unmasked Estep 
Score: -12067627.000000 Penalty: 5818.516602
	Iteration 39Q: 3 clusters Score -1.206763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 123925 members 
Entering Unmasked Estep 
Score: -12067627.000000 Penalty: 5818.516602
	Iteration 40F: 3 clusters Score -1.206763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Entering Unmasked Estep 
Score: -342718.937500 Penalty: 2038.926880
	Iteration 0F: 2 clusters Score -342718.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -339017.218750 Penalty: 4077.853760
	Iteration 0F: 3 clusters Score -339017.2 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -339916.812500 Penalty: 4077.853760
	Iteration 1F: 3 clusters Score -339916.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -340172.937500 Penalty: 4077.853760
	Iteration 2F: 3 clusters Score -340172.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -340344.093750 Penalty: 4077.853760
	Iteration 3F: 3 clusters Score -340344.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -340466.093750 Penalty: 4077.853760
	Iteration 4Q: 3 clusters Score -340466.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -340566.562500 Penalty: 4077.853760
	Iteration 5Q: 3 clusters Score -340566.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -340644.718750 Penalty: 4077.853760
	Iteration 6Q: 3 clusters Score -340644.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -340717.781250 Penalty: 4077.853760
	Iteration 7Q: 3 clusters Score -340717.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -340780.093750 Penalty: 4077.853760
	Iteration 8Q: 3 clusters Score -340780.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -340842.437500 Penalty: 4077.853760
	Iteration 9Q: 3 clusters Score -340842.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -340906.156250 Penalty: 4077.853760
	Iteration 10Q: 3 clusters Score -340906.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -340968.093750 Penalty: 4077.853760
	Iteration 11Q: 3 clusters Score -340968.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -341032.968750 Penalty: 4077.853760
	Iteration 12Q: 3 clusters Score -341033 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -341112.687500 Penalty: 4077.853760
	Iteration 13Q: 3 clusters Score -341112.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -341199.031250 Penalty: 4077.853760
	Iteration 14Q: 3 clusters Score -341199 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -341266.125000 Penalty: 4077.853760
	Iteration 15Q: 3 clusters Score -341266.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -341325.250000 Penalty: 4077.853760
	Iteration 16Q: 3 clusters Score -341325.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -341375.500000 Penalty: 4077.853760
	Iteration 17Q: 3 clusters Score -341375.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -341417.781250 Penalty: 4077.853760
	Iteration 18Q: 3 clusters Score -341417.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -341444.250000 Penalty: 4077.853760
	Iteration 19Q: 3 clusters Score -341444.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -341466.125000 Penalty: 4077.853760
	Iteration 20F: 3 clusters Score -341466.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -341481.062500 Penalty: 4077.853760
	Iteration 21Q: 3 clusters Score -341481.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -341486.125000 Penalty: 4077.853760
	Iteration 22Q: 3 clusters Score -341486.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -341488.437500 Penalty: 4077.853760
	Iteration 23Q: 3 clusters Score -341488.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -341489.687500 Penalty: 4077.853760
	Iteration 24Q: 3 clusters Score -341489.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -341491.531250 Penalty: 4077.853760
	Iteration 25Q: 3 clusters Score -341491.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -341495.781250 Penalty: 4077.853760
	Iteration 26Q: 3 clusters Score -341495.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -341500.500000 Penalty: 4077.853760
	Iteration 27Q: 3 clusters Score -341500.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -341507.968750 Penalty: 4077.853760
	Iteration 28Q: 3 clusters Score -341508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -341517.000000 Penalty: 4077.853760
	Iteration 29Q: 3 clusters Score -341517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -341527.281250 Penalty: 4077.853760
	Iteration 30Q: 3 clusters Score -341527.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -341539.687500 Penalty: 4077.853760
	Iteration 31Q: 3 clusters Score -341539.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -341550.125000 Penalty: 4077.853760
	Iteration 32Q: 3 clusters Score -341550.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -341562.093750 Penalty: 4077.853760
	Iteration 33Q: 3 clusters Score -341562.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -341578.500000 Penalty: 4077.853760
	Iteration 34Q: 3 clusters Score -341578.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -341586.250000 Penalty: 4077.853760
	Iteration 35Q: 3 clusters Score -341586.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -341597.156250 Penalty: 4077.853760
	Iteration 36Q: 3 clusters Score -341597.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -341612.062500 Penalty: 4077.853760
	Iteration 37Q: 3 clusters Score -341612.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -341627.937500 Penalty: 4077.853760
	Iteration 38Q: 3 clusters Score -341627.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -341643.500000 Penalty: 4077.853760
	Iteration 39Q: 3 clusters Score -341643.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -341659.875000 Penalty: 4077.853760
	Iteration 40F: 3 clusters Score -341659.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -341671.281250 Penalty: 4077.853760
	Iteration 41Q: 3 clusters Score -341671.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -341677.531250 Penalty: 4077.853760
	Iteration 42Q: 3 clusters Score -341677.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -341682.406250 Penalty: 4077.853760
	Iteration 43Q: 3 clusters Score -341682.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -341683.437500 Penalty: 4077.853760
	Iteration 44Q: 3 clusters Score -341683.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -341687.406250 Penalty: 4077.853760
	Iteration 45Q: 3 clusters Score -341687.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -341691.125000 Penalty: 4077.853760
	Iteration 46Q: 3 clusters Score -341691.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -341694.593750 Penalty: 4077.853760
	Iteration 47Q: 3 clusters Score -341694.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -341696.906250 Penalty: 4077.853760
	Iteration 48Q: 3 clusters Score -341696.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -341701.906250 Penalty: 4077.853760
	Iteration 49Q: 3 clusters Score -341701.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -341705.625000 Penalty: 4077.853760
	Iteration 50Q: 3 clusters Score -341705.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -341714.468750 Penalty: 4077.853760
	Iteration 51Q: 3 clusters Score -341714.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -341724.218750 Penalty: 4077.853760
	Iteration 52Q: 3 clusters Score -341724.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -341732.406250 Penalty: 4077.853760
	Iteration 53Q: 3 clusters Score -341732.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -341737.062500 Penalty: 4077.853760
	Iteration 54Q: 3 clusters Score -341737.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -341744.750000 Penalty: 4077.853760
	Iteration 55Q: 3 clusters Score -341744.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -341752.093750 Penalty: 4077.853760
	Iteration 56Q: 3 clusters Score -341752.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -341757.218750 Penalty: 4077.853760
	Iteration 57Q: 3 clusters Score -341757.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -341761.812500 Penalty: 4077.853760
	Iteration 58Q: 3 clusters Score -341761.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -341764.250000 Penalty: 4077.853760
	Iteration 59Q: 3 clusters Score -341764.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -341766.750000 Penalty: 4077.853760
	Iteration 60F: 3 clusters Score -341766.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -341770.687500 Penalty: 4077.853760
	Iteration 61Q: 3 clusters Score -341770.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -341772.687500 Penalty: 4077.853760
	Iteration 62Q: 3 clusters Score -341772.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -341776.281250 Penalty: 4077.853760
	Iteration 63Q: 3 clusters Score -341776.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -341777.937500 Penalty: 4077.853760
	Iteration 64Q: 3 clusters Score -341777.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -341780.031250 Penalty: 4077.853760
	Iteration 65Q: 3 clusters Score -341780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -341780.656250 Penalty: 4077.853760
	Iteration 66Q: 3 clusters Score -341780.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -341783.062500 Penalty: 4077.853760
	Iteration 67Q: 3 clusters Score -341783.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -341784.406250 Penalty: 4077.853760
	Iteration 68Q: 3 clusters Score -341784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -341785.218750 Penalty: 4077.853760
	Iteration 69Q: 3 clusters Score -341785.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -341785.375000 Penalty: 4077.853760
	Iteration 70Q: 3 clusters Score -341785.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -341788.250000 Penalty: 4077.853760
	Iteration 71Q: 3 clusters Score -341788.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -341790.531250 Penalty: 4077.853760
	Iteration 72Q: 3 clusters Score -341790.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -341794.750000 Penalty: 4077.853760
	Iteration 73Q: 3 clusters Score -341794.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -341797.718750 Penalty: 4077.853760
	Iteration 74Q: 3 clusters Score -341797.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -341798.281250 Penalty: 4077.853760
	Iteration 75Q: 3 clusters Score -341798.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -341798.968750 Penalty: 4077.853760
	Iteration 76Q: 3 clusters Score -341799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -341798.968750 Penalty: 4077.853760
	Iteration 77F: 3 clusters Score -341799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Entering Unmasked Estep 
Score: -1365706.875000 Penalty: 2378.982910
	Iteration 0F: 2 clusters Score -1365707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1355085.750000 Penalty: 4757.965820
	Iteration 0F: 3 clusters Score -1355086 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1358377.750000 Penalty: 4757.965820
	Iteration 1F: 3 clusters Score -1358378 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1358871.375000 Penalty: 4757.965820
	Iteration 2F: 3 clusters Score -1358871 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1359294.875000 Penalty: 4757.965820
	Iteration 3F: 3 clusters Score -1359295 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1359678.250000 Penalty: 4757.965820
	Iteration 4F: 3 clusters Score -1359678 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1360113.750000 Penalty: 4757.965820
	Iteration 5Q: 3 clusters Score -1360114 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1360616.500000 Penalty: 4757.965820
	Iteration 6F: 3 clusters Score -1360616 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1361114.125000 Penalty: 4757.965820
	Iteration 7F: 3 clusters Score -1361114 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1361660.750000 Penalty: 4757.965820
	Iteration 8Q: 3 clusters Score -1361661 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1362244.250000 Penalty: 4757.965820
	Iteration 9Q: 3 clusters Score -1362244 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1362840.500000 Penalty: 4757.965820
	Iteration 10Q: 3 clusters Score -1362840 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1363330.250000 Penalty: 4757.965820
	Iteration 11Q: 3 clusters Score -1363330 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1363656.375000 Penalty: 4757.965820
	Iteration 12Q: 3 clusters Score -1363656 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1363896.750000 Penalty: 4757.965820
	Iteration 13Q: 3 clusters Score -1363897 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1364059.375000 Penalty: 4757.965820
	Iteration 14Q: 3 clusters Score -1364059 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1364171.375000 Penalty: 4757.965820
	Iteration 15Q: 3 clusters Score -1364171 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1364234.750000 Penalty: 4757.965820
	Iteration 16Q: 3 clusters Score -1364235 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1364284.625000 Penalty: 4757.965820
	Iteration 17Q: 3 clusters Score -1364285 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1364311.250000 Penalty: 4757.965820
	Iteration 18Q: 3 clusters Score -1364311 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1364330.625000 Penalty: 4757.965820
	Iteration 19Q: 3 clusters Score -1364331 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1364350.375000 Penalty: 4757.965820
	Iteration 20F: 3 clusters Score -1364350 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1364365.750000 Penalty: 4757.965820
	Iteration 21Q: 3 clusters Score -1364366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1364378.000000 Penalty: 4757.965820
	Iteration 22Q: 3 clusters Score -1364378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1364386.500000 Penalty: 4757.965820
	Iteration 23Q: 3 clusters Score -1364386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1364392.000000 Penalty: 4757.965820
	Iteration 24Q: 3 clusters Score -1364392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1364398.125000 Penalty: 4757.965820
	Iteration 25Q: 3 clusters Score -1364398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1364407.000000 Penalty: 4757.965820
	Iteration 26Q: 3 clusters Score -1364407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1364410.750000 Penalty: 4757.965820
	Iteration 27Q: 3 clusters Score -1364411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1364412.875000 Penalty: 4757.965820
	Iteration 28Q: 3 clusters Score -1364413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1364413.750000 Penalty: 4757.965820
	Iteration 29Q: 3 clusters Score -1364414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1364412.000000 Penalty: 4757.965820
	Iteration 30Q: 3 clusters Score -1364412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1364416.375000 Penalty: 4757.965820
	Iteration 31Q: 3 clusters Score -1364416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1364417.375000 Penalty: 4757.965820
	Iteration 32Q: 3 clusters Score -1364417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1364419.625000 Penalty: 4757.965820
	Iteration 33Q: 3 clusters Score -1364420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1364425.125000 Penalty: 4757.965820
	Iteration 34Q: 3 clusters Score -1364425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1364424.375000 Penalty: 4757.965820
	Iteration 35Q: 3 clusters Score -1364424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1364426.125000 Penalty: 4757.965820
	Iteration 36Q: 3 clusters Score -1364426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1364430.500000 Penalty: 4757.965820
	Iteration 37Q: 3 clusters Score -1364430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1364429.375000 Penalty: 4757.965820
	Iteration 38Q: 3 clusters Score -1364429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1364431.375000 Penalty: 4757.965820
	Iteration 39Q: 3 clusters Score -1364431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1364434.500000 Penalty: 4757.965820
	Iteration 40F: 3 clusters Score -1364434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1364436.000000 Penalty: 4757.965820
	Iteration 41Q: 3 clusters Score -1364436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1364443.125000 Penalty: 4757.965820
	Iteration 42Q: 3 clusters Score -1364443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1364440.500000 Penalty: 4757.965820
	Iteration 43Q: 3 clusters Score -1364440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1364442.375000 Penalty: 4757.965820
	Iteration 44Q: 3 clusters Score -1364442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1364442.375000 Penalty: 4757.965820
	Iteration 45Q: 3 clusters Score -1364442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1364445.000000 Penalty: 4757.965820
	Iteration 46Q: 3 clusters Score -1364445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1364445.625000 Penalty: 4757.965820
	Iteration 47Q: 3 clusters Score -1364446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1364445.250000 Penalty: 4757.965820
	Iteration 48Q: 3 clusters Score -1364445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1364444.875000 Penalty: 4757.965820
	Iteration 49Q: 3 clusters Score -1364445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1364445.250000 Penalty: 4757.965820
	Iteration 50Q: 3 clusters Score -1364445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1364445.250000 Penalty: 4757.965820
	Iteration 51F: 3 clusters Score -1364445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Entering Unmasked Estep 
Score: -1191415.875000 Penalty: 2343.088867
	Iteration 0F: 2 clusters Score -1191416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1182072.750000 Penalty: 4686.177734
	Iteration 0F: 3 clusters Score -1182073 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1184958.500000 Penalty: 4686.177734
	Iteration 1F: 3 clusters Score -1184958 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1185392.250000 Penalty: 4686.177734
	Iteration 2F: 3 clusters Score -1185392 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1185790.750000 Penalty: 4686.177734
	Iteration 3F: 3 clusters Score -1185791 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1186212.875000 Penalty: 4686.177734
	Iteration 4F: 3 clusters Score -1186213 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1186678.875000 Penalty: 4686.177734
	Iteration 5F: 3 clusters Score -1186679 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1187109.250000 Penalty: 4686.177734
	Iteration 6F: 3 clusters Score -1187109 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1187551.750000 Penalty: 4686.177734
	Iteration 7F: 3 clusters Score -1187552 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1188043.875000 Penalty: 4686.177734
	Iteration 8F: 3 clusters Score -1188044 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1188545.625000 Penalty: 4686.177734
	Iteration 9F: 3 clusters Score -1188546 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1189035.750000 Penalty: 4686.177734
	Iteration 10Q: 3 clusters Score -1189036 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1189447.750000 Penalty: 4686.177734
	Iteration 11Q: 3 clusters Score -1189448 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1189731.375000 Penalty: 4686.177734
	Iteration 12Q: 3 clusters Score -1189731 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1189923.000000 Penalty: 4686.177734
	Iteration 13Q: 3 clusters Score -1189923 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1190051.500000 Penalty: 4686.177734
	Iteration 14Q: 3 clusters Score -1190052 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1190147.500000 Penalty: 4686.177734
	Iteration 15Q: 3 clusters Score -1190148 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1190213.000000 Penalty: 4686.177734
	Iteration 16Q: 3 clusters Score -1190213 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1190263.125000 Penalty: 4686.177734
	Iteration 17Q: 3 clusters Score -1190263 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1190311.250000 Penalty: 4686.177734
	Iteration 18Q: 3 clusters Score -1190311 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1190337.125000 Penalty: 4686.177734
	Iteration 19Q: 3 clusters Score -1190337 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1190368.250000 Penalty: 4686.177734
	Iteration 20F: 3 clusters Score -1190368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1190382.250000 Penalty: 4686.177734
	Iteration 21Q: 3 clusters Score -1190382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1190396.125000 Penalty: 4686.177734
	Iteration 22Q: 3 clusters Score -1190396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1190411.125000 Penalty: 4686.177734
	Iteration 23Q: 3 clusters Score -1190411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1190419.625000 Penalty: 4686.177734
	Iteration 24Q: 3 clusters Score -1190420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1190423.500000 Penalty: 4686.177734
	Iteration 25Q: 3 clusters Score -1190424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1190426.000000 Penalty: 4686.177734
	Iteration 26Q: 3 clusters Score -1190426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1190426.750000 Penalty: 4686.177734
	Iteration 27Q: 3 clusters Score -1190427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1190427.500000 Penalty: 4686.177734
	Iteration 28Q: 3 clusters Score -1190428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1190429.750000 Penalty: 4686.177734
	Iteration 29Q: 3 clusters Score -1190430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1190431.500000 Penalty: 4686.177734
	Iteration 30Q: 3 clusters Score -1190432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1190433.625000 Penalty: 4686.177734
	Iteration 31Q: 3 clusters Score -1190434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1190434.750000 Penalty: 4686.177734
	Iteration 32Q: 3 clusters Score -1190435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1190437.875000 Penalty: 4686.177734
	Iteration 33Q: 3 clusters Score -1190438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1190439.375000 Penalty: 4686.177734
	Iteration 34Q: 3 clusters Score -1190439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1190441.625000 Penalty: 4686.177734
	Iteration 35Q: 3 clusters Score -1190442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1190442.250000 Penalty: 4686.177734
	Iteration 36Q: 3 clusters Score -1190442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1190441.375000 Penalty: 4686.177734
	Iteration 37Q: 3 clusters Score -1190441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1190440.750000 Penalty: 4686.177734
	Iteration 38Q: 3 clusters Score -1190441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1190439.500000 Penalty: 4686.177734
	Iteration 39Q: 3 clusters Score -1190440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1190440.500000 Penalty: 4686.177734
	Iteration 40F: 3 clusters Score -1190440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Entering Unmasked Estep 
Score: -1580369.000000 Penalty: 2411.433838
	Iteration 0F: 2 clusters Score -1580369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1568583.125000 Penalty: 4822.867676
	Iteration 0F: 3 clusters Score -1568583 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1572433.500000 Penalty: 4822.867676
	Iteration 1F: 3 clusters Score -1572434 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1572922.375000 Penalty: 4822.867676
	Iteration 2F: 3 clusters Score -1572922 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1573444.250000 Penalty: 4822.867676
	Iteration 3F: 3 clusters Score -1573444 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1574026.375000 Penalty: 4822.867676
	Iteration 4F: 3 clusters Score -1574026 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1574694.750000 Penalty: 4822.867676
	Iteration 5F: 3 clusters Score -1574695 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1575359.625000 Penalty: 4822.867676
	Iteration 6F: 3 clusters Score -1575360 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1575957.375000 Penalty: 4822.867676
	Iteration 7F: 3 clusters Score -1575957 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1576446.625000 Penalty: 4822.867676
	Iteration 8Q: 3 clusters Score -1576447 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1576816.000000 Penalty: 4822.867676
	Iteration 9Q: 3 clusters Score -1576816 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1577115.000000 Penalty: 4822.867676
	Iteration 10Q: 3 clusters Score -1577115 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1577348.625000 Penalty: 4822.867676
	Iteration 11Q: 3 clusters Score -1577349 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1577534.125000 Penalty: 4822.867676
	Iteration 12Q: 3 clusters Score -1577534 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1577711.625000 Penalty: 4822.867676
	Iteration 13Q: 3 clusters Score -1577712 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1577896.000000 Penalty: 4822.867676
	Iteration 14Q: 3 clusters Score -1577896 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1578073.625000 Penalty: 4822.867676
	Iteration 15Q: 3 clusters Score -1578074 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1578239.250000 Penalty: 4822.867676
	Iteration 16Q: 3 clusters Score -1578239 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1578406.125000 Penalty: 4822.867676
	Iteration 17Q: 3 clusters Score -1578406 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1578536.500000 Penalty: 4822.867676
	Iteration 18Q: 3 clusters Score -1578536 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1578651.625000 Penalty: 4822.867676
	Iteration 19Q: 3 clusters Score -1578652 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1578731.500000 Penalty: 4822.867676
	Iteration 20F: 3 clusters Score -1578732 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1578789.375000 Penalty: 4822.867676
	Iteration 21Q: 3 clusters Score -1578789 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1578836.750000 Penalty: 4822.867676
	Iteration 22Q: 3 clusters Score -1578837 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1578888.500000 Penalty: 4822.867676
	Iteration 23Q: 3 clusters Score -1578888 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1578932.125000 Penalty: 4822.867676
	Iteration 24Q: 3 clusters Score -1578932 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1578974.750000 Penalty: 4822.867676
	Iteration 25Q: 3 clusters Score -1578975 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1579013.250000 Penalty: 4822.867676
	Iteration 26Q: 3 clusters Score -1579013 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1579051.250000 Penalty: 4822.867676
	Iteration 27Q: 3 clusters Score -1579051 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1579088.875000 Penalty: 4822.867676
	Iteration 28Q: 3 clusters Score -1579089 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1579129.375000 Penalty: 4822.867676
	Iteration 29Q: 3 clusters Score -1579129 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1579177.125000 Penalty: 4822.867676
	Iteration 30Q: 3 clusters Score -1579177 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1579230.375000 Penalty: 4822.867676
	Iteration 31Q: 3 clusters Score -1579230 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1579303.625000 Penalty: 4822.867676
	Iteration 32Q: 3 clusters Score -1579304 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1579438.875000 Penalty: 4822.867676
	Iteration 33Q: 3 clusters Score -1579439 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1579614.250000 Penalty: 4822.867676
	Iteration 34Q: 3 clusters Score -1579614 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1579789.875000 Penalty: 4822.867676
	Iteration 35Q: 3 clusters Score -1579790 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1579959.875000 Penalty: 4822.867676
	Iteration 36Q: 3 clusters Score -1579960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1580042.625000 Penalty: 4822.867676
	Iteration 37Q: 3 clusters Score -1580043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1580062.500000 Penalty: 4822.867676
	Iteration 38Q: 3 clusters Score -1580062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1580075.000000 Penalty: 4822.867676
	Iteration 39Q: 3 clusters Score -1580075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1580076.500000 Penalty: 4822.867676
	Iteration 40F: 3 clusters Score -1580076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1580076.875000 Penalty: 4822.867676
	Iteration 41Q: 3 clusters Score -1580077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1580077.625000 Penalty: 4822.867676
	Iteration 42Q: 3 clusters Score -1580078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1580079.500000 Penalty: 4822.867676
	Iteration 43Q: 3 clusters Score -1580080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1580079.500000 Penalty: 4822.867676
	Iteration 44Q: 3 clusters Score -1580080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1580080.000000 Penalty: 4822.867676
	Iteration 45Q: 3 clusters Score -1580080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1580084.000000 Penalty: 4822.867676
	Iteration 46Q: 3 clusters Score -1580084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1580085.375000 Penalty: 4822.867676
	Iteration 47Q: 3 clusters Score -1580085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1580085.375000 Penalty: 4822.867676
	Iteration 48Q: 3 clusters Score -1580085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1580088.750000 Penalty: 4822.867676
	Iteration 49Q: 3 clusters Score -1580089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1580088.875000 Penalty: 4822.867676
	Iteration 50Q: 3 clusters Score -1580089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1580088.875000 Penalty: 4822.867676
	Iteration 51F: 3 clusters Score -1580089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (220025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220025 members 
Entering Unmasked Estep 
Score: -21687638.000000 Penalty: 3050.771240
	Iteration 0F: 2 clusters Score -2.168764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109971 members 
Mstep: Class 2 contains 110054 members 
Entering Unmasked Estep 
Score: -21543268.000000 Penalty: 6101.542480
	Iteration 0F: 3 clusters Score -2.154327e+07 nChanged 105732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110553 members 
Mstep: Class 2 contains 109472 members 
Entering Unmasked Estep 
Score: -21604654.000000 Penalty: 6101.542480
	Iteration 1F: 3 clusters Score -2.160465e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110935 members 
Mstep: Class 2 contains 109090 members 
Entering Unmasked Estep 
Score: -21605456.000000 Penalty: 6101.542480
	Iteration 2Q: 3 clusters Score -2.160546e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111547 members 
Mstep: Class 2 contains 108478 members 
Entering Unmasked Estep 
Score: -21606162.000000 Penalty: 6101.542480
	Iteration 3Q: 3 clusters Score -2.160616e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112598 members 
Mstep: Class 2 contains 107427 members 
Entering Unmasked Estep 
Score: -21607130.000000 Penalty: 6101.542480
	Iteration 4Q: 3 clusters Score -2.160713e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114379 members 
Mstep: Class 2 contains 105646 members 
Entering Unmasked Estep 
Score: -21608270.000000 Penalty: 6101.542480
	Iteration 5Q: 3 clusters Score -2.160827e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117028 members 
Mstep: Class 2 contains 102997 members 
Entering Unmasked Estep 
Score: -21609732.000000 Penalty: 6101.542480
	Iteration 6Q: 3 clusters Score -2.160973e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121070 members 
Mstep: Class 2 contains 98955 members 
Entering Unmasked Estep 
Score: -21612614.000000 Penalty: 6101.542480
	Iteration 7Q: 3 clusters Score -2.161261e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126760 members 
Mstep: Class 2 contains 93265 members 
Entering Unmasked Estep 
Score: -21616496.000000 Penalty: 6101.542480
	Iteration 8Q: 3 clusters Score -2.16165e+07 nChanged 12048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134588 members 
Mstep: Class 2 contains 85437 members 
Entering Unmasked Estep 
Score: -21622082.000000 Penalty: 6101.542480
	Iteration 9F: 3 clusters Score -2.162208e+07 nChanged 13602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144624 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -21629622.000000 Penalty: 6101.542480
	Iteration 10F: 3 clusters Score -2.162962e+07 nChanged 14436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156274 members 
Mstep: Class 2 contains 63751 members 
Entering Unmasked Estep 
Score: -21638684.000000 Penalty: 6101.542480
	Iteration 11F: 3 clusters Score -2.163868e+07 nChanged 14085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168767 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -21648194.000000 Penalty: 6101.542480
	Iteration 12F: 3 clusters Score -2.164819e+07 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181109 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -21657608.000000 Penalty: 6101.542480
	Iteration 13F: 3 clusters Score -2.165761e+07 nChanged 11531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192566 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -21666228.000000 Penalty: 6101.542480
	Iteration 14F: 3 clusters Score -2.166623e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202162 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -21673372.000000 Penalty: 6101.542480
	Iteration 15Q: 3 clusters Score -2.167337e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209161 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -21678086.000000 Penalty: 6101.542480
	Iteration 16Q: 3 clusters Score -2.167809e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213609 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -21681236.000000 Penalty: 6101.542480
	Iteration 17Q: 3 clusters Score -2.168124e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216265 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -21683016.000000 Penalty: 6101.542480
	Iteration 18Q: 3 clusters Score -2.168302e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217758 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -21683998.000000 Penalty: 6101.542480
	Iteration 19Q: 3 clusters Score -2.1684e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218532 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -21684416.000000 Penalty: 6101.542480
	Iteration 20F: 3 clusters Score -2.168442e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218935 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -21684678.000000 Penalty: 6101.542480
	Iteration 21Q: 3 clusters Score -2.168468e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219142 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -21684806.000000 Penalty: 6101.542480
	Iteration 22Q: 3 clusters Score -2.168481e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219268 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -21684940.000000 Penalty: 6101.542480
	Iteration 23Q: 3 clusters Score -2.168494e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219342 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -21684996.000000 Penalty: 6101.542480
	Iteration 24Q: 3 clusters Score -2.1685e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219377 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -21685038.000000 Penalty: 6101.542480
	Iteration 25Q: 3 clusters Score -2.168504e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219403 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -21685050.000000 Penalty: 6101.542480
	Iteration 26Q: 3 clusters Score -2.168505e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219418 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -21685092.000000 Penalty: 6101.542480
	Iteration 27Q: 3 clusters Score -2.168509e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219435 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -21685112.000000 Penalty: 6101.542480
	Iteration 28Q: 3 clusters Score -2.168511e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219440 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -21685110.000000 Penalty: 6101.542480
	Iteration 29Q: 3 clusters Score -2.168511e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219452 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -21685134.000000 Penalty: 6101.542480
	Iteration 30Q: 3 clusters Score -2.168513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219459 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -21685156.000000 Penalty: 6101.542480
	Iteration 31Q: 3 clusters Score -2.168516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219470 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -21685172.000000 Penalty: 6101.542480
	Iteration 32Q: 3 clusters Score -2.168517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219475 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -21685168.000000 Penalty: 6101.542480
	Iteration 33Q: 3 clusters Score -2.168517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219477 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -21685176.000000 Penalty: 6101.542480
	Iteration 34Q: 3 clusters Score -2.168518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219481 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -21685172.000000 Penalty: 6101.542480
	Iteration 35Q: 3 clusters Score -2.168517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219486 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -21685166.000000 Penalty: 6101.542480
	Iteration 36Q: 3 clusters Score -2.168517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219489 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -21685180.000000 Penalty: 6101.542480
	Iteration 37Q: 3 clusters Score -2.168518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219490 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -21685168.000000 Penalty: 6101.542480
	Iteration 38Q: 3 clusters Score -2.168517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219493 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -21685174.000000 Penalty: 6101.542480
	Iteration 39Q: 3 clusters Score -2.168517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219492 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -21685168.000000 Penalty: 6101.542480
	Iteration 40F: 3 clusters Score -2.168517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219493 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -21685164.000000 Penalty: 6101.542480
	Iteration 41Q: 3 clusters Score -2.168516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219494 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -21685168.000000 Penalty: 6101.542480
	Iteration 42Q: 3 clusters Score -2.168517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219492 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -21685182.000000 Penalty: 6101.542480
	Iteration 43Q: 3 clusters Score -2.168518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219492 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -21685182.000000 Penalty: 6101.542480
	Iteration 44F: 3 clusters Score -2.168518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (224920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224920 members 
Entering Unmasked Estep 
Score: -22097880.000000 Penalty: 3056.228027
	Iteration 0F: 2 clusters Score -2.209788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112397 members 
Mstep: Class 2 contains 112523 members 
Entering Unmasked Estep 
Score: -21948996.000000 Penalty: 6112.456055
	Iteration 0F: 3 clusters Score -2.1949e+07 nChanged 108148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109851 members 
Mstep: Class 2 contains 115069 members 
Entering Unmasked Estep 
Score: -22012102.000000 Penalty: 6112.456055
	Iteration 1F: 3 clusters Score -2.20121e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107837 members 
Mstep: Class 2 contains 117083 members 
Entering Unmasked Estep 
Score: -22013666.000000 Penalty: 6112.456055
	Iteration 2Q: 3 clusters Score -2.201367e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104453 members 
Mstep: Class 2 contains 120467 members 
Entering Unmasked Estep 
Score: -22016078.000000 Penalty: 6112.456055
	Iteration 3Q: 3 clusters Score -2.201608e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98958 members 
Mstep: Class 2 contains 125962 members 
Entering Unmasked Estep 
Score: -22020016.000000 Penalty: 6112.456055
	Iteration 4Q: 3 clusters Score -2.202002e+07 nChanged 12908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Mstep: Class 2 contains 134438 members 
Entering Unmasked Estep 
Score: -22026968.000000 Penalty: 6112.456055
	Iteration 5F: 3 clusters Score -2.202697e+07 nChanged 16121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78695 members 
Mstep: Class 2 contains 146225 members 
Entering Unmasked Estep 
Score: -22037414.000000 Penalty: 6112.456055
	Iteration 6F: 3 clusters Score -2.203741e+07 nChanged 17910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 160501 members 
Entering Unmasked Estep 
Score: -22050338.000000 Penalty: 6112.456055
	Iteration 7F: 3 clusters Score -2.205034e+07 nChanged 17147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 175194 members 
Entering Unmasked Estep 
Score: -22062950.000000 Penalty: 6112.456055
	Iteration 8F: 3 clusters Score -2.206295e+07 nChanged 13870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 187852 members 
Entering Unmasked Estep 
Score: -22072746.000000 Penalty: 6112.456055
	Iteration 9F: 3 clusters Score -2.207275e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 197921 members 
Entering Unmasked Estep 
Score: -22079336.000000 Penalty: 6112.456055
	Iteration 10Q: 3 clusters Score -2.207934e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 205880 members 
Entering Unmasked Estep 
Score: -22084566.000000 Penalty: 6112.456055
	Iteration 11Q: 3 clusters Score -2.208457e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 211968 members 
Entering Unmasked Estep 
Score: -22088468.000000 Penalty: 6112.456055
	Iteration 12Q: 3 clusters Score -2.208847e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 216311 members 
Entering Unmasked Estep 
Score: -22091192.000000 Penalty: 6112.456055
	Iteration 13Q: 3 clusters Score -2.209119e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 219288 members 
Entering Unmasked Estep 
Score: -22093094.000000 Penalty: 6112.456055
	Iteration 14Q: 3 clusters Score -2.209309e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 221070 members 
Entering Unmasked Estep 
Score: -22094238.000000 Penalty: 6112.456055
	Iteration 15Q: 3 clusters Score -2.209424e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 222123 members 
Entering Unmasked Estep 
Score: -22094844.000000 Penalty: 6112.456055
	Iteration 16Q: 3 clusters Score -2.209484e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 222723 members 
Entering Unmasked Estep 
Score: -22095240.000000 Penalty: 6112.456055
	Iteration 17Q: 3 clusters Score -2.209524e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 223092 members 
Entering Unmasked Estep 
Score: -22095444.000000 Penalty: 6112.456055
	Iteration 18Q: 3 clusters Score -2.209544e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 223303 members 
Entering Unmasked Estep 
Score: -22095590.000000 Penalty: 6112.456055
	Iteration 19Q: 3 clusters Score -2.209559e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 223447 members 
Entering Unmasked Estep 
Score: -22095642.000000 Penalty: 6112.456055
	Iteration 20F: 3 clusters Score -2.209564e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 223556 members 
Entering Unmasked Estep 
Score: -22095718.000000 Penalty: 6112.456055
	Iteration 21Q: 3 clusters Score -2.209572e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 223614 members 
Entering Unmasked Estep 
Score: -22095750.000000 Penalty: 6112.456055
	Iteration 22Q: 3 clusters Score -2.209575e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 223669 members 
Entering Unmasked Estep 
Score: -22095768.000000 Penalty: 6112.456055
	Iteration 23Q: 3 clusters Score -2.209577e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 223706 members 
Entering Unmasked Estep 
Score: -22095762.000000 Penalty: 6112.456055
	Iteration 24Q: 3 clusters Score -2.209576e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 223727 members 
Entering Unmasked Estep 
Score: -22095786.000000 Penalty: 6112.456055
	Iteration 25Q: 3 clusters Score -2.209579e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 223749 members 
Entering Unmasked Estep 
Score: -22095784.000000 Penalty: 6112.456055
	Iteration 26Q: 3 clusters Score -2.209578e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 223771 members 
Entering Unmasked Estep 
Score: -22095788.000000 Penalty: 6112.456055
	Iteration 27Q: 3 clusters Score -2.209579e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 223789 members 
Entering Unmasked Estep 
Score: -22095764.000000 Penalty: 6112.456055
	Iteration 28Q: 3 clusters Score -2.209576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 223801 members 
Entering Unmasked Estep 
Score: -22095786.000000 Penalty: 6112.456055
	Iteration 29Q: 3 clusters Score -2.209579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 223810 members 
Entering Unmasked Estep 
Score: -22095800.000000 Penalty: 6112.456055
	Iteration 30Q: 3 clusters Score -2.20958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 223820 members 
Entering Unmasked Estep 
Score: -22095794.000000 Penalty: 6112.456055
	Iteration 31Q: 3 clusters Score -2.209579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 223836 members 
Entering Unmasked Estep 
Score: -22095806.000000 Penalty: 6112.456055
	Iteration 32Q: 3 clusters Score -2.209581e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 223850 members 
Entering Unmasked Estep 
Score: -22095840.000000 Penalty: 6112.456055
	Iteration 33Q: 3 clusters Score -2.209584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 223860 members 
Entering Unmasked Estep 
Score: -22095850.000000 Penalty: 6112.456055
	Iteration 34Q: 3 clusters Score -2.209585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 223867 members 
Entering Unmasked Estep 
Score: -22095854.000000 Penalty: 6112.456055
	Iteration 35Q: 3 clusters Score -2.209585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 223876 members 
Entering Unmasked Estep 
Score: -22095858.000000 Penalty: 6112.456055
	Iteration 36Q: 3 clusters Score -2.209586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 223885 members 
Entering Unmasked Estep 
Score: -22095876.000000 Penalty: 6112.456055
	Iteration 37Q: 3 clusters Score -2.209588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 223894 members 
Entering Unmasked Estep 
Score: -22095868.000000 Penalty: 6112.456055
	Iteration 38Q: 3 clusters Score -2.209587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 223906 members 
Entering Unmasked Estep 
Score: -22095880.000000 Penalty: 6112.456055
	Iteration 39Q: 3 clusters Score -2.209588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 223902 members 
Entering Unmasked Estep 
Score: -22095892.000000 Penalty: 6112.456055
	Iteration 40F: 3 clusters Score -2.209589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 223904 members 
Entering Unmasked Estep 
Score: -22095890.000000 Penalty: 6112.456055
	Iteration 41Q: 3 clusters Score -2.209589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 223905 members 
Entering Unmasked Estep 
Score: -22095878.000000 Penalty: 6112.456055
	Iteration 42Q: 3 clusters Score -2.209588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 223903 members 
Entering Unmasked Estep 
Score: -22095886.000000 Penalty: 6112.456055
	Iteration 43Q: 3 clusters Score -2.209589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 223902 members 
Entering Unmasked Estep 
Score: -22095888.000000 Penalty: 6112.456055
	Iteration 44Q: 3 clusters Score -2.209589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 223903 members 
Entering Unmasked Estep 
Score: -22095896.000000 Penalty: 6112.456055
	Iteration 45Q: 3 clusters Score -2.20959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 223903 members 
Entering Unmasked Estep 
Score: -22095904.000000 Penalty: 6112.456055
	Iteration 46Q: 3 clusters Score -2.20959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 223903 members 
Entering Unmasked Estep 
Score: -22095904.000000 Penalty: 6112.456055
	Iteration 47F: 3 clusters Score -2.20959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (65728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Entering Unmasked Estep 
Score: -6360991.000000 Penalty: 2751.133301
	Iteration 0F: 2 clusters Score -6360991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -6317022.000000 Penalty: 5502.266602
	Iteration 0F: 3 clusters Score -6317022 nChanged 30734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -6334345.500000 Penalty: 5502.266602
	Iteration 1F: 3 clusters Score -6334346 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -6335078.500000 Penalty: 5502.266602
	Iteration 2Q: 3 clusters Score -6335078 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -6335936.000000 Penalty: 5502.266602
	Iteration 3Q: 3 clusters Score -6335936 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -6337018.500000 Penalty: 5502.266602
	Iteration 4Q: 3 clusters Score -6337018 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -6338514.000000 Penalty: 5502.266602
	Iteration 5Q: 3 clusters Score -6338514 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -6340583.000000 Penalty: 5502.266602
	Iteration 6F: 3 clusters Score -6340583 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -6343308.000000 Penalty: 5502.266602
	Iteration 7F: 3 clusters Score -6343308 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -6346354.000000 Penalty: 5502.266602
	Iteration 8F: 3 clusters Score -6346354 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -6349197.000000 Penalty: 5502.266602
	Iteration 9F: 3 clusters Score -6349197 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -6351584.500000 Penalty: 5502.266602
	Iteration 10F: 3 clusters Score -6351584 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -6353571.000000 Penalty: 5502.266602
	Iteration 11Q: 3 clusters Score -6353571 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -6355228.000000 Penalty: 5502.266602
	Iteration 12Q: 3 clusters Score -6355228 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -6356594.500000 Penalty: 5502.266602
	Iteration 13Q: 3 clusters Score -6356594 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -6357603.500000 Penalty: 5502.266602
	Iteration 14Q: 3 clusters Score -6357604 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -6358305.500000 Penalty: 5502.266602
	Iteration 15Q: 3 clusters Score -6358306 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -6358883.500000 Penalty: 5502.266602
	Iteration 16Q: 3 clusters Score -6358884 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 56255 members 
Entering Unmasked Estep 
Score: -6359270.500000 Penalty: 5502.266602
	Iteration 17Q: 3 clusters Score -6359270 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -6359531.000000 Penalty: 5502.266602
	Iteration 18Q: 3 clusters Score -6359531 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -6359755.500000 Penalty: 5502.266602
	Iteration 19Q: 3 clusters Score -6359756 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -6359933.500000 Penalty: 5502.266602
	Iteration 20F: 3 clusters Score -6359934 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -6360003.500000 Penalty: 5502.266602
	Iteration 21Q: 3 clusters Score -6360004 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -6360090.000000 Penalty: 5502.266602
	Iteration 22Q: 3 clusters Score -6360090 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -6360152.000000 Penalty: 5502.266602
	Iteration 23Q: 3 clusters Score -6360152 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -6360199.500000 Penalty: 5502.266602
	Iteration 24Q: 3 clusters Score -6360200 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 58513 members 
Entering Unmasked Estep 
Score: -6360227.500000 Penalty: 5502.266602
	Iteration 25Q: 3 clusters Score -6360228 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 58658 members 
Entering Unmasked Estep 
Score: -6360255.000000 Penalty: 5502.266602
	Iteration 26Q: 3 clusters Score -6360255 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -6360292.500000 Penalty: 5502.266602
	Iteration 27Q: 3 clusters Score -6360292 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -6360313.000000 Penalty: 5502.266602
	Iteration 28Q: 3 clusters Score -6360313 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
Score: -6360317.000000 Penalty: 5502.266602
	Iteration 29Q: 3 clusters Score -6360317 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 58988 members 
Entering Unmasked Estep 
Score: -6360323.000000 Penalty: 5502.266602
	Iteration 30Q: 3 clusters Score -6360323 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -6360346.000000 Penalty: 5502.266602
	Iteration 31Q: 3 clusters Score -6360346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -6360353.500000 Penalty: 5502.266602
	Iteration 32Q: 3 clusters Score -6360354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -6360368.000000 Penalty: 5502.266602
	Iteration 33Q: 3 clusters Score -6360368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -6360371.500000 Penalty: 5502.266602
	Iteration 34Q: 3 clusters Score -6360372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
Score: -6360370.000000 Penalty: 5502.266602
	Iteration 35Q: 3 clusters Score -6360370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 59219 members 
Entering Unmasked Estep 
Score: -6360376.000000 Penalty: 5502.266602
	Iteration 36Q: 3 clusters Score -6360376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -6360359.500000 Penalty: 5502.266602
	Iteration 37Q: 3 clusters Score -6360360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -6360373.500000 Penalty: 5502.266602
	Iteration 38Q: 3 clusters Score -6360374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 59313 members 
Entering Unmasked Estep 
Score: -6360386.500000 Penalty: 5502.266602
	Iteration 39Q: 3 clusters Score -6360386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 59329 members 
Entering Unmasked Estep 
Score: -6360378.500000 Penalty: 5502.266602
	Iteration 40F: 3 clusters Score -6360378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -6360381.500000 Penalty: 5502.266602
	Iteration 41Q: 3 clusters Score -6360382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 59344 members 
Entering Unmasked Estep 
Score: -6360386.500000 Penalty: 5502.266602
	Iteration 42Q: 3 clusters Score -6360386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -6360390.500000 Penalty: 5502.266602
	Iteration 43Q: 3 clusters Score -6360390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 59355 members 
Entering Unmasked Estep 
Score: -6360397.500000 Penalty: 5502.266602
	Iteration 44Q: 3 clusters Score -6360398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 59363 members 
Entering Unmasked Estep 
Score: -6360400.000000 Penalty: 5502.266602
	Iteration 45Q: 3 clusters Score -6360400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -6360407.500000 Penalty: 5502.266602
	Iteration 46Q: 3 clusters Score -6360408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 59376 members 
Entering Unmasked Estep 
Score: -6360402.500000 Penalty: 5502.266602
	Iteration 47Q: 3 clusters Score -6360402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 59383 members 
Entering Unmasked Estep 
Score: -6360390.500000 Penalty: 5502.266602
	Iteration 48Q: 3 clusters Score -6360390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -6360378.500000 Penalty: 5502.266602
	Iteration 49Q: 3 clusters Score -6360378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -6360382.500000 Penalty: 5502.266602
	Iteration 50Q: 3 clusters Score -6360382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 59407 members 
Entering Unmasked Estep 
Score: -6360382.500000 Penalty: 5502.266602
	Iteration 51Q: 3 clusters Score -6360382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -6360385.500000 Penalty: 5502.266602
	Iteration 52Q: 3 clusters Score -6360386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 59422 members 
Entering Unmasked Estep 
Score: -6360384.500000 Penalty: 5502.266602
	Iteration 53Q: 3 clusters Score -6360384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -6360388.500000 Penalty: 5502.266602
	Iteration 54Q: 3 clusters Score -6360388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -6360398.500000 Penalty: 5502.266602
	Iteration 55Q: 3 clusters Score -6360398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 59453 members 
Entering Unmasked Estep 
Score: -6360402.000000 Penalty: 5502.266602
	Iteration 56Q: 3 clusters Score -6360402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -6360404.500000 Penalty: 5502.266602
	Iteration 57Q: 3 clusters Score -6360404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 59471 members 
Entering Unmasked Estep 
Score: -6360410.000000 Penalty: 5502.266602
	Iteration 58Q: 3 clusters Score -6360410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -6360404.500000 Penalty: 5502.266602
	Iteration 59Q: 3 clusters Score -6360404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -6360402.500000 Penalty: 5502.266602
	Iteration 60F: 3 clusters Score -6360402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 59498 members 
Entering Unmasked Estep 
Score: -6360401.000000 Penalty: 5502.266602
	Iteration 61Q: 3 clusters Score -6360401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -6360399.500000 Penalty: 5502.266602
	Iteration 62Q: 3 clusters Score -6360400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -6360407.000000 Penalty: 5502.266602
	Iteration 63Q: 3 clusters Score -6360407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 59531 members 
Entering Unmasked Estep 
Score: -6360409.500000 Penalty: 5502.266602
	Iteration 64Q: 3 clusters Score -6360410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -6360411.000000 Penalty: 5502.266602
	Iteration 65Q: 3 clusters Score -6360411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 59547 members 
Entering Unmasked Estep 
Score: -6360418.000000 Penalty: 5502.266602
	Iteration 66Q: 3 clusters Score -6360418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 59551 members 
Entering Unmasked Estep 
Score: -6360412.000000 Penalty: 5502.266602
	Iteration 67Q: 3 clusters Score -6360412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -6360417.500000 Penalty: 5502.266602
	Iteration 68Q: 3 clusters Score -6360418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -6360417.500000 Penalty: 5502.266602
	Iteration 69F: 3 clusters Score -6360418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Entering Unmasked Estep 
Score: -2388982.250000 Penalty: 2523.060059
	Iteration 0F: 2 clusters Score -2388982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2371074.750000 Penalty: 5046.120117
	Iteration 0F: 3 clusters Score -2371075 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2378150.750000 Penalty: 5046.120117
	Iteration 1F: 3 clusters Score -2378151 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2379853.750000 Penalty: 5046.120117
	Iteration 2F: 3 clusters Score -2379854 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2381904.250000 Penalty: 5046.120117
	Iteration 3F: 3 clusters Score -2381904 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2383641.250000 Penalty: 5046.120117
	Iteration 4F: 3 clusters Score -2383641 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2384850.500000 Penalty: 5046.120117
	Iteration 5F: 3 clusters Score -2384850 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2385573.250000 Penalty: 5046.120117
	Iteration 6F: 3 clusters Score -2385573 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2386055.750000 Penalty: 5046.120117
	Iteration 7Q: 3 clusters Score -2386056 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2386458.250000 Penalty: 5046.120117
	Iteration 8Q: 3 clusters Score -2386458 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2386833.250000 Penalty: 5046.120117
	Iteration 9Q: 3 clusters Score -2386833 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2387165.250000 Penalty: 5046.120117
	Iteration 10Q: 3 clusters Score -2387165 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2387429.250000 Penalty: 5046.120117
	Iteration 11Q: 3 clusters Score -2387429 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2387634.250000 Penalty: 5046.120117
	Iteration 12Q: 3 clusters Score -2387634 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2387824.750000 Penalty: 5046.120117
	Iteration 13Q: 3 clusters Score -2387825 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2387972.000000 Penalty: 5046.120117
	Iteration 14Q: 3 clusters Score -2387972 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2388080.750000 Penalty: 5046.120117
	Iteration 15Q: 3 clusters Score -2388081 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2388190.750000 Penalty: 5046.120117
	Iteration 16Q: 3 clusters Score -2388191 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2388279.500000 Penalty: 5046.120117
	Iteration 17Q: 3 clusters Score -2388280 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2388338.500000 Penalty: 5046.120117
	Iteration 18Q: 3 clusters Score -2388338 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2388407.750000 Penalty: 5046.120117
	Iteration 19Q: 3 clusters Score -2388408 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2388465.000000 Penalty: 5046.120117
	Iteration 20F: 3 clusters Score -2388465 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -2388500.500000 Penalty: 5046.120117
	Iteration 21Q: 3 clusters Score -2388500 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -2388561.750000 Penalty: 5046.120117
	Iteration 22Q: 3 clusters Score -2388562 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -2388602.750000 Penalty: 5046.120117
	Iteration 23Q: 3 clusters Score -2388603 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -2388644.250000 Penalty: 5046.120117
	Iteration 24Q: 3 clusters Score -2388644 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -2388682.500000 Penalty: 5046.120117
	Iteration 25Q: 3 clusters Score -2388682 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -2388714.750000 Penalty: 5046.120117
	Iteration 26Q: 3 clusters Score -2388715 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -2388754.250000 Penalty: 5046.120117
	Iteration 27Q: 3 clusters Score -2388754 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -2388780.000000 Penalty: 5046.120117
	Iteration 28Q: 3 clusters Score -2388780 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -2388810.750000 Penalty: 5046.120117
	Iteration 29Q: 3 clusters Score -2388811 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -2388838.250000 Penalty: 5046.120117
	Iteration 30Q: 3 clusters Score -2388838 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -2388845.500000 Penalty: 5046.120117
	Iteration 31Q: 3 clusters Score -2388846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2388850.750000 Penalty: 5046.120117
	Iteration 32Q: 3 clusters Score -2388851 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2388866.500000 Penalty: 5046.120117
	Iteration 33Q: 3 clusters Score -2388866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -2388869.500000 Penalty: 5046.120117
	Iteration 34Q: 3 clusters Score -2388870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -2388868.750000 Penalty: 5046.120117
	Iteration 35Q: 3 clusters Score -2388869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2388880.750000 Penalty: 5046.120117
	Iteration 36Q: 3 clusters Score -2388881 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -2388879.000000 Penalty: 5046.120117
	Iteration 37Q: 3 clusters Score -2388879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -2388889.500000 Penalty: 5046.120117
	Iteration 38Q: 3 clusters Score -2388890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -2388896.250000 Penalty: 5046.120117
	Iteration 39Q: 3 clusters Score -2388896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -2388901.250000 Penalty: 5046.120117
	Iteration 40F: 3 clusters Score -2388901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -2388902.500000 Penalty: 5046.120117
	Iteration 41Q: 3 clusters Score -2388902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -2388909.750000 Penalty: 5046.120117
	Iteration 42Q: 3 clusters Score -2388910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -2388917.500000 Penalty: 5046.120117
	Iteration 43Q: 3 clusters Score -2388918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -2388919.500000 Penalty: 5046.120117
	Iteration 44Q: 3 clusters Score -2388920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -2388913.000000 Penalty: 5046.120117
	Iteration 45Q: 3 clusters Score -2388913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -2388918.250000 Penalty: 5046.120117
	Iteration 46Q: 3 clusters Score -2388918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -2388921.250000 Penalty: 5046.120117
	Iteration 47Q: 3 clusters Score -2388921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -2388922.750000 Penalty: 5046.120117
	Iteration 48Q: 3 clusters Score -2388923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -2388919.250000 Penalty: 5046.120117
	Iteration 49Q: 3 clusters Score -2388919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -2388918.250000 Penalty: 5046.120117
	Iteration 50Q: 3 clusters Score -2388918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -2388921.250000 Penalty: 5046.120117
	Iteration 51Q: 3 clusters Score -2388921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -2388921.500000 Penalty: 5046.120117
	Iteration 52Q: 3 clusters Score -2388922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -2388915.000000 Penalty: 5046.120117
	Iteration 53Q: 3 clusters Score -2388915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -2388920.000000 Penalty: 5046.120117
	Iteration 54Q: 3 clusters Score -2388920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -2388921.000000 Penalty: 5046.120117
	Iteration 55Q: 3 clusters Score -2388921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -2388924.250000 Penalty: 5046.120117
	Iteration 56Q: 3 clusters Score -2388924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -2388923.500000 Penalty: 5046.120117
	Iteration 57Q: 3 clusters Score -2388924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -2388921.500000 Penalty: 5046.120117
	Iteration 58Q: 3 clusters Score -2388922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -2388923.500000 Penalty: 5046.120117
	Iteration 59Q: 3 clusters Score -2388924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -2388919.500000 Penalty: 5046.120117
	Iteration 60F: 3 clusters Score -2388920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -2388921.250000 Penalty: 5046.120117
	Iteration 61Q: 3 clusters Score -2388921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -2388922.250000 Penalty: 5046.120117
	Iteration 62Q: 3 clusters Score -2388922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -2388922.250000 Penalty: 5046.120117
	Iteration 63F: 3 clusters Score -2388922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Entering Unmasked Estep 
Score: -623486.875000 Penalty: 2210.193115
	Iteration 0F: 2 clusters Score -623486.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -617527.875000 Penalty: 4420.386230
	Iteration 0F: 3 clusters Score -617527.9 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -619655.562500 Penalty: 4420.386230
	Iteration 1F: 3 clusters Score -619655.6 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -620524.250000 Penalty: 4420.386230
	Iteration 2F: 3 clusters Score -620524.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -621464.500000 Penalty: 4420.386230
	Iteration 3F: 3 clusters Score -621464.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -622254.250000 Penalty: 4420.386230
	Iteration 4F: 3 clusters Score -622254.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -622781.500000 Penalty: 4420.386230
	Iteration 5F: 3 clusters Score -622781.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -623046.437500 Penalty: 4420.386230
	Iteration 6Q: 3 clusters Score -623046.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -623187.625000 Penalty: 4420.386230
	Iteration 7Q: 3 clusters Score -623187.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -623264.187500 Penalty: 4420.386230
	Iteration 8Q: 3 clusters Score -623264.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -623301.312500 Penalty: 4420.386230
	Iteration 9Q: 3 clusters Score -623301.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -623333.187500 Penalty: 4420.386230
	Iteration 10Q: 3 clusters Score -623333.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -623357.812500 Penalty: 4420.386230
	Iteration 11Q: 3 clusters Score -623357.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -623374.750000 Penalty: 4420.386230
	Iteration 12Q: 3 clusters Score -623374.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -623385.625000 Penalty: 4420.386230
	Iteration 13Q: 3 clusters Score -623385.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -623393.750000 Penalty: 4420.386230
	Iteration 14Q: 3 clusters Score -623393.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -623400.812500 Penalty: 4420.386230
	Iteration 15Q: 3 clusters Score -623400.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -623407.750000 Penalty: 4420.386230
	Iteration 16Q: 3 clusters Score -623407.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -623413.062500 Penalty: 4420.386230
	Iteration 17Q: 3 clusters Score -623413.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -623419.500000 Penalty: 4420.386230
	Iteration 18Q: 3 clusters Score -623419.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -623427.687500 Penalty: 4420.386230
	Iteration 19Q: 3 clusters Score -623427.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -623431.812500 Penalty: 4420.386230
	Iteration 20F: 3 clusters Score -623431.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -623436.312500 Penalty: 4420.386230
	Iteration 21Q: 3 clusters Score -623436.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -623441.750000 Penalty: 4420.386230
	Iteration 22Q: 3 clusters Score -623441.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -623447.500000 Penalty: 4420.386230
	Iteration 23Q: 3 clusters Score -623447.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -623454.875000 Penalty: 4420.386230
	Iteration 24Q: 3 clusters Score -623454.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -623461.187500 Penalty: 4420.386230
	Iteration 25Q: 3 clusters Score -623461.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -623467.625000 Penalty: 4420.386230
	Iteration 26Q: 3 clusters Score -623467.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -623470.937500 Penalty: 4420.386230
	Iteration 27Q: 3 clusters Score -623470.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -623473.000000 Penalty: 4420.386230
	Iteration 28Q: 3 clusters Score -623473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -623474.500000 Penalty: 4420.386230
	Iteration 29Q: 3 clusters Score -623474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -623476.062500 Penalty: 4420.386230
	Iteration 30Q: 3 clusters Score -623476.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -623480.312500 Penalty: 4420.386230
	Iteration 31Q: 3 clusters Score -623480.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -623482.437500 Penalty: 4420.386230
	Iteration 32Q: 3 clusters Score -623482.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -623483.375000 Penalty: 4420.386230
	Iteration 33Q: 3 clusters Score -623483.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -623485.000000 Penalty: 4420.386230
	Iteration 34Q: 3 clusters Score -623485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -623484.812500 Penalty: 4420.386230
	Iteration 35Q: 3 clusters Score -623484.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -623485.625000 Penalty: 4420.386230
	Iteration 36Q: 3 clusters Score -623485.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -623486.437500 Penalty: 4420.386230
	Iteration 37Q: 3 clusters Score -623486.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -623487.187500 Penalty: 4420.386230
	Iteration 38Q: 3 clusters Score -623487.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -623488.250000 Penalty: 4420.386230
	Iteration 39Q: 3 clusters Score -623488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -623487.687500 Penalty: 4420.386230
	Iteration 40F: 3 clusters Score -623487.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124353 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 14657 members 
Mstep: Class 4 contains 12682 members 
Mstep: Class 5 contains 16706 members 
Mstep: Class 6 contains 220025 members 
Mstep: Class 7 contains 224920 members 
Mstep: Class 8 contains 65728 members 
Mstep: Class 9 contains 26203 members 
Mstep: Class 10 contains 3901 members 
Mstep: Class 11 contains 10820 members 
Mstep: Class 12 contains 73928 members 
Mstep: Class 13 contains 10443 members 
Mstep: Class 14 contains 327002 members 
Mstep: Class 15 contains 13715 members 
Mstep: Class 16 contains 223951 members 
Mstep: Class 17 contains 12471 members 
Mstep: Class 18 contains 6132 members 
Mstep: Class 19 contains 83761 members 
Mstep: Class 20 contains 24780 members 
Mstep: Class 21 contains 65000 members 
Mstep: Class 22 contains 7627 members 
Mstep: Class 23 contains 6152 members 
Mstep: Class 24 contains 23364 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 6857 members 
Mstep: Class 28 contains 15823 members 
Mstep: Class 29 contains 9921 members 
Mstep: Class 30 contains 19491 members 
Mstep: Class 31 contains 3520 members 
Entering Unmasked Estep 
Score: -157509776.000000 Penalty: 110165.539062
Splitting cluster 10 changes total score from -157510928.000000 to -157509776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -1078461.250000 Penalty: 2303.709473
	Iteration 0F: 2 clusters Score -1078461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1070272.500000 Penalty: 4607.418945
	Iteration 0F: 3 clusters Score -1070272 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1072695.500000 Penalty: 4607.418945
	Iteration 1F: 3 clusters Score -1072696 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1073035.750000 Penalty: 4607.418945
	Iteration 2F: 3 clusters Score -1073036 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1073287.375000 Penalty: 4607.418945
	Iteration 3Q: 3 clusters Score -1073287 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1073536.000000 Penalty: 4607.418945
	Iteration 4Q: 3 clusters Score -1073536 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1073742.875000 Penalty: 4607.418945
	Iteration 5Q: 3 clusters Score -1073743 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1073957.750000 Penalty: 4607.418945
	Iteration 6Q: 3 clusters Score -1073958 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1074199 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1074441.750000 Penalty: 4607.418945
	Iteration 8Q: 3 clusters Score -1074442 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1074675.500000 Penalty: 4607.418945
	Iteration 9Q: 3 clusters Score -1074676 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1074887 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1075068.375000 Penalty: 4607.418945
	Iteration 11Q: 3 clusters Score -1075068 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1075216.750000 Penalty: 4607.418945
	Iteration 12Q: 3 clusters Score -1075217 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1075344.250000 Penalty: 4607.418945
	Iteration 13Q: 3 clusters Score -1075344 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1075465 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1075556.000000 Penalty: 4607.418945
	Iteration 15Q: 3 clusters Score -1075556 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1075623 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1075674 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1075715 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1075754 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1075778 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1075797 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1075812.875000 Penalty: 4607.418945
	Iteration 22Q: 3 clusters Score -1075813 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1075828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1075838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1075849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1075857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1075863 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1075876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1075886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1075889 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1075902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1075912 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1075919 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1075930 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1075943.000000 Penalty: 4607.418945
	Iteration 35Q: 3 clusters Score -1075943 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1075952.000000 Penalty: 4607.418945
	Iteration 36Q: 3 clusters Score -1075952 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1075963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1075967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1075975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1075983.750000 Penalty: 4607.418945
	Iteration 40F: 3 clusters Score -1075984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1075993.250000 Penalty: 4607.418945
	Iteration 41Q: 3 clusters Score -1075993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1075997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1076000.875000 Penalty: 4607.418945
	Iteration 43Q: 3 clusters Score -1076001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1076006.000000 Penalty: 4607.418945
	Iteration 44Q: 3 clusters Score -1076006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1076016.375000 Penalty: 4607.418945
	Iteration 45Q: 3 clusters Score -1076016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1076020.000000 Penalty: 4607.418945
	Iteration 46Q: 3 clusters Score -1076020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1076026.875000 Penalty: 4607.418945
	Iteration 47Q: 3 clusters Score -1076027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1076033.250000 Penalty: 4607.418945
	Iteration 48Q: 3 clusters Score -1076033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1076039.250000 Penalty: 4607.418945
	Iteration 49Q: 3 clusters Score -1076039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1076049.625000 Penalty: 4607.418945
	Iteration 50Q: 3 clusters Score -1076050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1076058.625000 Penalty: 4607.418945
	Iteration 51Q: 3 clusters Score -1076059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1076068.250000 Penalty: 4607.418945
	Iteration 52Q: 3 clusters Score -1076068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1076082.250000 Penalty: 4607.418945
	Iteration 53Q: 3 clusters Score -1076082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1076092.625000 Penalty: 4607.418945
	Iteration 54Q: 3 clusters Score -1076093 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1076103.375000 Penalty: 4607.418945
	Iteration 55Q: 3 clusters Score -1076103 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1076114.625000 Penalty: 4607.418945
	Iteration 56Q: 3 clusters Score -1076115 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1076127.875000 Penalty: 4607.418945
	Iteration 57Q: 3 clusters Score -1076128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1076146.500000 Penalty: 4607.418945
	Iteration 58Q: 3 clusters Score -1076146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1076159.375000 Penalty: 4607.418945
	Iteration 59Q: 3 clusters Score -1076159 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1076177.250000 Penalty: 4607.418945
	Iteration 60F: 3 clusters Score -1076177 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1076193.375000 Penalty: 4607.418945
	Iteration 61Q: 3 clusters Score -1076193 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1076209.875000 Penalty: 4607.418945
	Iteration 62Q: 3 clusters Score -1076210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1076229.750000 Penalty: 4607.418945
	Iteration 63Q: 3 clusters Score -1076230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1076247.875000 Penalty: 4607.418945
	Iteration 64Q: 3 clusters Score -1076248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1076270.000000 Penalty: 4607.418945
	Iteration 65Q: 3 clusters Score -1076270 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1076299.375000 Penalty: 4607.418945
	Iteration 66Q: 3 clusters Score -1076299 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1076324.125000 Penalty: 4607.418945
	Iteration 67Q: 3 clusters Score -1076324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1076345.875000 Penalty: 4607.418945
	Iteration 68Q: 3 clusters Score -1076346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1076364.375000 Penalty: 4607.418945
	Iteration 69Q: 3 clusters Score -1076364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1076374.625000 Penalty: 4607.418945
	Iteration 70Q: 3 clusters Score -1076375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1076385.000000 Penalty: 4607.418945
	Iteration 71Q: 3 clusters Score -1076385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1076394.375000 Penalty: 4607.418945
	Iteration 72Q: 3 clusters Score -1076394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1076407.500000 Penalty: 4607.418945
	Iteration 73Q: 3 clusters Score -1076408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1076416.375000 Penalty: 4607.418945
	Iteration 74Q: 3 clusters Score -1076416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1076424.500000 Penalty: 4607.418945
	Iteration 75Q: 3 clusters Score -1076424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1076440.500000 Penalty: 4607.418945
	Iteration 76Q: 3 clusters Score -1076440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1076455.875000 Penalty: 4607.418945
	Iteration 77Q: 3 clusters Score -1076456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1076474.500000 Penalty: 4607.418945
	Iteration 78Q: 3 clusters Score -1076474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1076487.625000 Penalty: 4607.418945
	Iteration 79Q: 3 clusters Score -1076488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1076498.250000 Penalty: 4607.418945
	Iteration 80F: 3 clusters Score -1076498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1076511.375000 Penalty: 4607.418945
	Iteration 81Q: 3 clusters Score -1076511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1076523.000000 Penalty: 4607.418945
	Iteration 82Q: 3 clusters Score -1076523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1076533.375000 Penalty: 4607.418945
	Iteration 83Q: 3 clusters Score -1076533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1076544.375000 Penalty: 4607.418945
	Iteration 84Q: 3 clusters Score -1076544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1076552.250000 Penalty: 4607.418945
	Iteration 85Q: 3 clusters Score -1076552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1076555.625000 Penalty: 4607.418945
	Iteration 86Q: 3 clusters Score -1076556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1076560.375000 Penalty: 4607.418945
	Iteration 87Q: 3 clusters Score -1076560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1076565.000000 Penalty: 4607.418945
	Iteration 88Q: 3 clusters Score -1076565 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1076571.750000 Penalty: 4607.418945
	Iteration 89Q: 3 clusters Score -1076572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1076576.375000 Penalty: 4607.418945
	Iteration 90Q: 3 clusters Score -1076576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1076576.875000 Penalty: 4607.418945
	Iteration 91Q: 3 clusters Score -1076577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1076582.250000 Penalty: 4607.418945
	Iteration 92Q: 3 clusters Score -1076582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1076586.875000 Penalty: 4607.418945
	Iteration 93Q: 3 clusters Score -1076587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1076589.875000 Penalty: 4607.418945
	Iteration 94Q: 3 clusters Score -1076590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1076591.625000 Penalty: 4607.418945
	Iteration 95Q: 3 clusters Score -1076592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1076592.875000 Penalty: 4607.418945
	Iteration 96Q: 3 clusters Score -1076593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1076593.750000 Penalty: 4607.418945
	Iteration 97Q: 3 clusters Score -1076594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1076595.125000 Penalty: 4607.418945
	Iteration 98Q: 3 clusters Score -1076595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1076593.125000 Penalty: 4607.418945
	Iteration 99Q: 3 clusters Score -1076593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1076594.875000 Penalty: 4607.418945
	Iteration 100F: 3 clusters Score -1076595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (73928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73928 members 
Entering Unmasked Estep 
Score: -7172580.500000 Penalty: 2780.290039
	Iteration 0F: 2 clusters Score -7172580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -7122881.500000 Penalty: 5560.580078
	Iteration 0F: 3 clusters Score -7122882 nChanged 34734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -7142188.500000 Penalty: 5560.580078
	Iteration 1F: 3 clusters Score -7142188 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -7143023.000000 Penalty: 5560.580078
	Iteration 2Q: 3 clusters Score -7143023 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -7144033.500000 Penalty: 5560.580078
	Iteration 3Q: 3 clusters Score -7144034 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -7145541.500000 Penalty: 5560.580078
	Iteration 4Q: 3 clusters Score -7145542 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -7147830.000000 Penalty: 5560.580078
	Iteration 5F: 3 clusters Score -7147830 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -7151231.500000 Penalty: 5560.580078
	Iteration 6F: 3 clusters Score -7151232 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -7155685.000000 Penalty: 5560.580078
	Iteration 7F: 3 clusters Score -7155685 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -7160487.000000 Penalty: 5560.580078
	Iteration 8F: 3 clusters Score -7160487 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -7164595.000000 Penalty: 5560.580078
	Iteration 9F: 3 clusters Score -7164595 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70452 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -7167387.500000 Penalty: 5560.580078
	Iteration 10Q: 3 clusters Score -7167388 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72073 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7168819.000000 Penalty: 5560.580078
	Iteration 11Q: 3 clusters Score -7168819 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72798 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7169442.500000 Penalty: 5560.580078
	Iteration 12Q: 3 clusters Score -7169442 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7169752.000000 Penalty: 5560.580078
	Iteration 13Q: 3 clusters Score -7169752 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7169942.500000 Penalty: 5560.580078
	Iteration 14Q: 3 clusters Score -7169942 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7170041.000000 Penalty: 5560.580078
	Iteration 15Q: 3 clusters Score -7170041 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73403 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7170102.000000 Penalty: 5560.580078
	Iteration 16Q: 3 clusters Score -7170102 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7170150.500000 Penalty: 5560.580078
	Iteration 17Q: 3 clusters Score -7170150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73434 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7170171.000000 Penalty: 5560.580078
	Iteration 18Q: 3 clusters Score -7170171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7170182.500000 Penalty: 5560.580078
	Iteration 19Q: 3 clusters Score -7170182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7170188.000000 Penalty: 5560.580078
	Iteration 20F: 3 clusters Score -7170188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7170203.500000 Penalty: 5560.580078
	Iteration 21Q: 3 clusters Score -7170204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73455 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7170213.500000 Penalty: 5560.580078
	Iteration 22Q: 3 clusters Score -7170214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7170220.000000 Penalty: 5560.580078
	Iteration 23Q: 3 clusters Score -7170220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73465 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7170225.500000 Penalty: 5560.580078
	Iteration 24Q: 3 clusters Score -7170226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73469 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7170229.500000 Penalty: 5560.580078
	Iteration 25Q: 3 clusters Score -7170230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73471 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7170231.500000 Penalty: 5560.580078
	Iteration 26Q: 3 clusters Score -7170232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73471 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7170235.000000 Penalty: 5560.580078
	Iteration 27Q: 3 clusters Score -7170235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73472 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7170238.000000 Penalty: 5560.580078
	Iteration 28Q: 3 clusters Score -7170238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73475 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7170235.500000 Penalty: 5560.580078
	Iteration 29Q: 3 clusters Score -7170236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73477 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7170237.000000 Penalty: 5560.580078
	Iteration 30Q: 3 clusters Score -7170237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7170237.500000 Penalty: 5560.580078
	Iteration 31Q: 3 clusters Score -7170238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7170241.000000 Penalty: 5560.580078
	Iteration 32Q: 3 clusters Score -7170241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73481 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7170241.500000 Penalty: 5560.580078
	Iteration 33Q: 3 clusters Score -7170242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7170243.500000 Penalty: 5560.580078
	Iteration 34Q: 3 clusters Score -7170244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73483 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7170247.500000 Penalty: 5560.580078
	Iteration 35Q: 3 clusters Score -7170248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7170244.500000 Penalty: 5560.580078
	Iteration 36Q: 3 clusters Score -7170244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7170244.500000 Penalty: 5560.580078
	Iteration 37F: 3 clusters Score -7170244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Entering Unmasked Estep 
Score: -989315.625000 Penalty: 2294.914307
	Iteration 0F: 2 clusters Score -989315.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -981383.437500 Penalty: 4589.828613
	Iteration 0F: 3 clusters Score -981383.4 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -983684.875000 Penalty: 4589.828613
	Iteration 1F: 3 clusters Score -983684.9 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -984084.187500 Penalty: 4589.828613
	Iteration 2F: 3 clusters Score -984084.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -984399.687500 Penalty: 4589.828613
	Iteration 3F: 3 clusters Score -984399.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -984699.500000 Penalty: 4589.828613
	Iteration 4F: 3 clusters Score -984699.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -985014.625000 Penalty: 4589.828613
	Iteration 5Q: 3 clusters Score -985014.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -985357.500000 Penalty: 4589.828613
	Iteration 6F: 3 clusters Score -985357.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -985714.187500 Penalty: 4589.828613
	Iteration 7Q: 3 clusters Score -985714.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -986059.625000 Penalty: 4589.828613
	Iteration 8Q: 3 clusters Score -986059.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -986398.312500 Penalty: 4589.828613
	Iteration 9Q: 3 clusters Score -986398.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -986716.437500 Penalty: 4589.828613
	Iteration 10Q: 3 clusters Score -986716.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -987042.812500 Penalty: 4589.828613
	Iteration 11Q: 3 clusters Score -987042.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -987348.875000 Penalty: 4589.828613
	Iteration 12Q: 3 clusters Score -987348.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -987595.500000 Penalty: 4589.828613
	Iteration 13Q: 3 clusters Score -987595.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -987784.500000 Penalty: 4589.828613
	Iteration 14Q: 3 clusters Score -987784.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -987907.625000 Penalty: 4589.828613
	Iteration 15Q: 3 clusters Score -987907.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -988001.937500 Penalty: 4589.828613
	Iteration 16Q: 3 clusters Score -988001.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -988071.937500 Penalty: 4589.828613
	Iteration 17Q: 3 clusters Score -988071.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -988121.312500 Penalty: 4589.828613
	Iteration 18Q: 3 clusters Score -988121.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -988161.250000 Penalty: 4589.828613
	Iteration 19Q: 3 clusters Score -988161.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -988205.812500 Penalty: 4589.828613
	Iteration 20F: 3 clusters Score -988205.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -988249.937500 Penalty: 4589.828613
	Iteration 21Q: 3 clusters Score -988249.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -988287.250000 Penalty: 4589.828613
	Iteration 22Q: 3 clusters Score -988287.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -988319.375000 Penalty: 4589.828613
	Iteration 23Q: 3 clusters Score -988319.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -988342.250000 Penalty: 4589.828613
	Iteration 24Q: 3 clusters Score -988342.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -988357.250000 Penalty: 4589.828613
	Iteration 25Q: 3 clusters Score -988357.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -988376.062500 Penalty: 4589.828613
	Iteration 26Q: 3 clusters Score -988376.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -988402.687500 Penalty: 4589.828613
	Iteration 27Q: 3 clusters Score -988402.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -988427.000000 Penalty: 4589.828613
	Iteration 28Q: 3 clusters Score -988427 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -988455.687500 Penalty: 4589.828613
	Iteration 29Q: 3 clusters Score -988455.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -988477.812500 Penalty: 4589.828613
	Iteration 30Q: 3 clusters Score -988477.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -988495.062500 Penalty: 4589.828613
	Iteration 31Q: 3 clusters Score -988495.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -988514.000000 Penalty: 4589.828613
	Iteration 32Q: 3 clusters Score -988514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -988527.250000 Penalty: 4589.828613
	Iteration 33Q: 3 clusters Score -988527.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -988536.625000 Penalty: 4589.828613
	Iteration 34Q: 3 clusters Score -988536.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -988544.125000 Penalty: 4589.828613
	Iteration 35Q: 3 clusters Score -988544.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -988552.312500 Penalty: 4589.828613
	Iteration 36Q: 3 clusters Score -988552.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -988553.937500 Penalty: 4589.828613
	Iteration 37Q: 3 clusters Score -988553.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -988564.250000 Penalty: 4589.828613
	Iteration 38Q: 3 clusters Score -988564.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -988565.812500 Penalty: 4589.828613
	Iteration 39Q: 3 clusters Score -988565.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -988566.375000 Penalty: 4589.828613
	Iteration 40F: 3 clusters Score -988566.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -988567.875000 Penalty: 4589.828613
	Iteration 41Q: 3 clusters Score -988567.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -988568.375000 Penalty: 4589.828613
	Iteration 42Q: 3 clusters Score -988568.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -988571.062500 Penalty: 4589.828613
	Iteration 43Q: 3 clusters Score -988571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -988572.000000 Penalty: 4589.828613
	Iteration 44Q: 3 clusters Score -988572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -988571.750000 Penalty: 4589.828613
	Iteration 45Q: 3 clusters Score -988571.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -988574.812500 Penalty: 4589.828613
	Iteration 46Q: 3 clusters Score -988574.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -988576.312500 Penalty: 4589.828613
	Iteration 47Q: 3 clusters Score -988576.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -988578.500000 Penalty: 4589.828613
	Iteration 48Q: 3 clusters Score -988578.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -988577.937500 Penalty: 4589.828613
	Iteration 49Q: 3 clusters Score -988577.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -988579.625000 Penalty: 4589.828613
	Iteration 50Q: 3 clusters Score -988579.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -988580.687500 Penalty: 4589.828613
	Iteration 51Q: 3 clusters Score -988580.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -988581.000000 Penalty: 4589.828613
	Iteration 52Q: 3 clusters Score -988581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -988582.562500 Penalty: 4589.828613
	Iteration 53Q: 3 clusters Score -988582.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -988584.125000 Penalty: 4589.828613
	Iteration 54Q: 3 clusters Score -988584.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -988586.312500 Penalty: 4589.828613
	Iteration 55Q: 3 clusters Score -988586.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -988590.125000 Penalty: 4589.828613
	Iteration 56Q: 3 clusters Score -988590.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -988594.187500 Penalty: 4589.828613
	Iteration 57Q: 3 clusters Score -988594.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -988596.062500 Penalty: 4589.828613
	Iteration 58Q: 3 clusters Score -988596.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -988598.375000 Penalty: 4589.828613
	Iteration 59Q: 3 clusters Score -988598.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -988596.875000 Penalty: 4589.828613
	Iteration 60F: 3 clusters Score -988596.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -988598.812500 Penalty: 4589.828613
	Iteration 61Q: 3 clusters Score -988598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -988602.000000 Penalty: 4589.828613
	Iteration 62Q: 3 clusters Score -988602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -988602.875000 Penalty: 4589.828613
	Iteration 63Q: 3 clusters Score -988602.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -988602.187500 Penalty: 4589.828613
	Iteration 64Q: 3 clusters Score -988602.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -988602.187500 Penalty: 4589.828613
	Iteration 65F: 3 clusters Score -988602.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (327002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327002 members 
Entering Unmasked Estep 
Score: -31870352.000000 Penalty: 3149.034912
	Iteration 0F: 2 clusters Score -3.187035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163294 members 
Mstep: Class 2 contains 163708 members 
Entering Unmasked Estep 
Score: -31653726.000000 Penalty: 6298.069824
	Iteration 0F: 3 clusters Score -3.165373e+07 nChanged 158937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157593 members 
Mstep: Class 2 contains 169409 members 
Entering Unmasked Estep 
Score: -31748406.000000 Penalty: 6298.069824
	Iteration 1F: 3 clusters Score -3.174841e+07 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154260 members 
Mstep: Class 2 contains 172742 members 
Entering Unmasked Estep 
Score: -31750688.000000 Penalty: 6298.069824
	Iteration 2Q: 3 clusters Score -3.175069e+07 nChanged 10921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149363 members 
Mstep: Class 2 contains 177639 members 
Entering Unmasked Estep 
Score: -31754928.000000 Penalty: 6298.069824
	Iteration 3Q: 3 clusters Score -3.175493e+07 nChanged 14254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142825 members 
Mstep: Class 2 contains 184177 members 
Entering Unmasked Estep 
Score: -31763748.000000 Penalty: 6298.069824
	Iteration 4Q: 3 clusters Score -3.176375e+07 nChanged 19129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134828 members 
Mstep: Class 2 contains 192174 members 
Entering Unmasked Estep 
Score: -31783502.000000 Penalty: 6298.069824
	Iteration 5F: 3 clusters Score -3.17835e+07 nChanged 24758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129802 members 
Mstep: Class 2 contains 197200 members 
Entering Unmasked Estep 
Score: -31824166.000000 Penalty: 6298.069824
	Iteration 6F: 3 clusters Score -3.182417e+07 nChanged 31110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139940 members 
Mstep: Class 2 contains 187062 members 
Entering Unmasked Estep 
Score: -31875182.000000 Penalty: 6298.069824
	Iteration 7F: 3 clusters Score -3.187518e+07 nChanged 34189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162865 members 
Mstep: Class 2 contains 164137 members 
Entering Unmasked Estep 
Score: -31909662.000000 Penalty: 6298.069824
	Iteration 8F: 3 clusters Score -3.190966e+07 nChanged 24465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183816 members 
Mstep: Class 2 contains 143186 members 
Entering Unmasked Estep 
Score: -31936874.000000 Penalty: 6298.069824
	Iteration 9F: 3 clusters Score -3.193687e+07 nChanged 17247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200647 members 
Mstep: Class 2 contains 126355 members 
Entering Unmasked Estep 
Score: -31966792.000000 Penalty: 6298.069824
	Iteration 10F: 3 clusters Score -3.196679e+07 nChanged 11489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212110 members 
Mstep: Class 2 contains 114892 members 
Entering Unmasked Estep 
Score: -31991014.000000 Penalty: 6298.069824
	Iteration 11Q: 3 clusters Score -3.199101e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218187 members 
Mstep: Class 2 contains 108815 members 
Entering Unmasked Estep 
Score: -31999976.000000 Penalty: 6298.069824
	Iteration 12Q: 3 clusters Score -3.199998e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220976 members 
Mstep: Class 2 contains 106026 members 
Entering Unmasked Estep 
Score: -32002160.000000 Penalty: 6298.069824
	Iteration 13Q: 3 clusters Score -3.200216e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222192 members 
Mstep: Class 2 contains 104810 members 
Entering Unmasked Estep 
Score: -32002544.000000 Penalty: 6298.069824
	Iteration 14Q: 3 clusters Score -3.200254e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222727 members 
Mstep: Class 2 contains 104275 members 
Entering Unmasked Estep 
Score: -32002558.000000 Penalty: 6298.069824
	Iteration 15Q: 3 clusters Score -3.200256e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222979 members 
Mstep: Class 2 contains 104023 members 
Entering Unmasked Estep 
Score: -32002632.000000 Penalty: 6298.069824
	Iteration 16Q: 3 clusters Score -3.200263e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223092 members 
Mstep: Class 2 contains 103910 members 
Entering Unmasked Estep 
Score: -32002644.000000 Penalty: 6298.069824
	Iteration 17Q: 3 clusters Score -3.200264e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223143 members 
Mstep: Class 2 contains 103859 members 
Entering Unmasked Estep 
Score: -32002644.000000 Penalty: 6298.069824
	Iteration 18Q: 3 clusters Score -3.200264e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223174 members 
Mstep: Class 2 contains 103828 members 
Entering Unmasked Estep 
Score: -32002662.000000 Penalty: 6298.069824
	Iteration 19Q: 3 clusters Score -3.200266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223188 members 
Mstep: Class 2 contains 103814 members 
Entering Unmasked Estep 
Score: -32002620.000000 Penalty: 6298.069824
	Iteration 20F: 3 clusters Score -3.200262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223201 members 
Mstep: Class 2 contains 103801 members 
Entering Unmasked Estep 
Score: -32002610.000000 Penalty: 6298.069824
	Iteration 21Q: 3 clusters Score -3.200261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223208 members 
Mstep: Class 2 contains 103794 members 
Entering Unmasked Estep 
Score: -32002618.000000 Penalty: 6298.069824
	Iteration 22Q: 3 clusters Score -3.200262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223210 members 
Mstep: Class 2 contains 103792 members 
Entering Unmasked Estep 
Score: -32002608.000000 Penalty: 6298.069824
	Iteration 23Q: 3 clusters Score -3.200261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223210 members 
Mstep: Class 2 contains 103792 members 
Entering Unmasked Estep 
Score: -32002608.000000 Penalty: 6298.069824
	Iteration 24F: 3 clusters Score -3.200261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124353 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 14657 members 
Mstep: Class 4 contains 12682 members 
Mstep: Class 5 contains 16706 members 
Mstep: Class 6 contains 220025 members 
Mstep: Class 7 contains 224920 members 
Mstep: Class 8 contains 65728 members 
Mstep: Class 9 contains 26203 members 
Mstep: Class 10 contains 7421 members 
Mstep: Class 11 contains 10820 members 
Mstep: Class 12 contains 73928 members 
Mstep: Class 13 contains 10443 members 
Mstep: Class 14 contains 223210 members 
Mstep: Class 15 contains 13715 members 
Mstep: Class 16 contains 223951 members 
Mstep: Class 17 contains 12471 members 
Mstep: Class 18 contains 6132 members 
Mstep: Class 19 contains 83761 members 
Mstep: Class 20 contains 24780 members 
Mstep: Class 21 contains 65000 members 
Mstep: Class 22 contains 7627 members 
Mstep: Class 23 contains 6152 members 
Mstep: Class 24 contains 23364 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 6857 members 
Mstep: Class 28 contains 15823 members 
Mstep: Class 29 contains 9921 members 
Mstep: Class 30 contains 19491 members 
Mstep: Class 31 contains 103792 members 
Entering Unmasked Estep 
Score: -157635408.000000 Penalty: 110165.539062
Splitting cluster 14 changes total score from -157510928.000000 to -157635408.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (13715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Entering Unmasked Estep 
Score: -1286160.250000 Penalty: 2362.508789
	Iteration 0F: 2 clusters Score -1286160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1276007.625000 Penalty: 4725.017578
	Iteration 0F: 3 clusters Score -1276008 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1279243.000000 Penalty: 4725.017578
	Iteration 1F: 3 clusters Score -1279243 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1279652.750000 Penalty: 4725.017578
	Iteration 2F: 3 clusters Score -1279653 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1279986.125000 Penalty: 4725.017578
	Iteration 3F: 3 clusters Score -1279986 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1280318.000000 Penalty: 4725.017578
	Iteration 4F: 3 clusters Score -1280318 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1280682.875000 Penalty: 4725.017578
	Iteration 5Q: 3 clusters Score -1280683 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1281084.750000 Penalty: 4725.017578
	Iteration 6F: 3 clusters Score -1281085 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1281519.375000 Penalty: 4725.017578
	Iteration 7Q: 3 clusters Score -1281519 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1282032.125000 Penalty: 4725.017578
	Iteration 8F: 3 clusters Score -1282032 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1282590.125000 Penalty: 4725.017578
	Iteration 9F: 3 clusters Score -1282590 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1283104.750000 Penalty: 4725.017578
	Iteration 10Q: 3 clusters Score -1283105 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1283490.500000 Penalty: 4725.017578
	Iteration 11Q: 3 clusters Score -1283490 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1283735.000000 Penalty: 4725.017578
	Iteration 12Q: 3 clusters Score -1283735 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1283895.375000 Penalty: 4725.017578
	Iteration 13Q: 3 clusters Score -1283895 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1283993.500000 Penalty: 4725.017578
	Iteration 14Q: 3 clusters Score -1283994 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1284062.500000 Penalty: 4725.017578
	Iteration 15Q: 3 clusters Score -1284062 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1284117.250000 Penalty: 4725.017578
	Iteration 16Q: 3 clusters Score -1284117 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1284151.500000 Penalty: 4725.017578
	Iteration 17Q: 3 clusters Score -1284152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1284171.375000 Penalty: 4725.017578
	Iteration 18Q: 3 clusters Score -1284171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1284181.000000 Penalty: 4725.017578
	Iteration 19Q: 3 clusters Score -1284181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1284186.750000 Penalty: 4725.017578
	Iteration 20F: 3 clusters Score -1284187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1284191.000000 Penalty: 4725.017578
	Iteration 21Q: 3 clusters Score -1284191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1284196.375000 Penalty: 4725.017578
	Iteration 22Q: 3 clusters Score -1284196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1284200.500000 Penalty: 4725.017578
	Iteration 23Q: 3 clusters Score -1284200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1284204.875000 Penalty: 4725.017578
	Iteration 24Q: 3 clusters Score -1284205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1284211.750000 Penalty: 4725.017578
	Iteration 25Q: 3 clusters Score -1284212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1284216.750000 Penalty: 4725.017578
	Iteration 26Q: 3 clusters Score -1284217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1284217.500000 Penalty: 4725.017578
	Iteration 27Q: 3 clusters Score -1284218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1284224.375000 Penalty: 4725.017578
	Iteration 28Q: 3 clusters Score -1284224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1284228.125000 Penalty: 4725.017578
	Iteration 29Q: 3 clusters Score -1284228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1284229.500000 Penalty: 4725.017578
	Iteration 30Q: 3 clusters Score -1284230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1284232.625000 Penalty: 4725.017578
	Iteration 31Q: 3 clusters Score -1284233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1284237.750000 Penalty: 4725.017578
	Iteration 32Q: 3 clusters Score -1284238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1284241.500000 Penalty: 4725.017578
	Iteration 33Q: 3 clusters Score -1284242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1284244.375000 Penalty: 4725.017578
	Iteration 34Q: 3 clusters Score -1284244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1284244.750000 Penalty: 4725.017578
	Iteration 35Q: 3 clusters Score -1284245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1284247.875000 Penalty: 4725.017578
	Iteration 36Q: 3 clusters Score -1284248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1284246.875000 Penalty: 4725.017578
	Iteration 37Q: 3 clusters Score -1284247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1284247.375000 Penalty: 4725.017578
	Iteration 38Q: 3 clusters Score -1284247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1284247.375000 Penalty: 4725.017578
	Iteration 39F: 3 clusters Score -1284247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (223951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223951 members 
Entering Unmasked Estep 
Score: -21895684.000000 Penalty: 3055.157227
	Iteration 0F: 2 clusters Score -2.189568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112123 members 
Mstep: Class 2 contains 111828 members 
Entering Unmasked Estep 
Score: -21749080.000000 Penalty: 6110.314453
	Iteration 0F: 3 clusters Score -2.174908e+07 nChanged 107518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113899 members 
Mstep: Class 2 contains 110052 members 
Entering Unmasked Estep 
Score: -21811658.000000 Penalty: 6110.314453
	Iteration 1F: 3 clusters Score -2.181166e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115436 members 
Mstep: Class 2 contains 108515 members 
Entering Unmasked Estep 
Score: -21812556.000000 Penalty: 6110.314453
	Iteration 2Q: 3 clusters Score -2.181256e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117779 members 
Mstep: Class 2 contains 106172 members 
Entering Unmasked Estep 
Score: -21813628.000000 Penalty: 6110.314453
	Iteration 3Q: 3 clusters Score -2.181363e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121493 members 
Mstep: Class 2 contains 102458 members 
Entering Unmasked Estep 
Score: -21815002.000000 Penalty: 6110.314453
	Iteration 4Q: 3 clusters Score -2.1815e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127307 members 
Mstep: Class 2 contains 96644 members 
Entering Unmasked Estep 
Score: -21817326.000000 Penalty: 6110.314453
	Iteration 5Q: 3 clusters Score -2.181733e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136029 members 
Mstep: Class 2 contains 87922 members 
Entering Unmasked Estep 
Score: -21820982.000000 Penalty: 6110.314453
	Iteration 6Q: 3 clusters Score -2.182098e+07 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148960 members 
Mstep: Class 2 contains 74991 members 
Entering Unmasked Estep 
Score: -21828018.000000 Penalty: 6110.314453
	Iteration 7F: 3 clusters Score -2.182802e+07 nChanged 18034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166972 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -21841278.000000 Penalty: 6110.314453
	Iteration 8F: 3 clusters Score -2.184128e+07 nChanged 21528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188498 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -21860642.000000 Penalty: 6110.314453
	Iteration 9F: 3 clusters Score -2.186064e+07 nChanged 19177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207673 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -21878620.000000 Penalty: 6110.314453
	Iteration 10F: 3 clusters Score -2.187862e+07 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218430 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -21888524.000000 Penalty: 6110.314453
	Iteration 11Q: 3 clusters Score -2.188852e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222055 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -21891608.000000 Penalty: 6110.314453
	Iteration 12Q: 3 clusters Score -2.189161e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223091 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -21892576.000000 Penalty: 6110.314453
	Iteration 13Q: 3 clusters Score -2.189258e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223367 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -21892904.000000 Penalty: 6110.314453
	Iteration 14Q: 3 clusters Score -2.18929e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223461 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -21892968.000000 Penalty: 6110.314453
	Iteration 15Q: 3 clusters Score -2.189297e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223498 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -21893026.000000 Penalty: 6110.314453
	Iteration 16Q: 3 clusters Score -2.189303e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223519 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -21893054.000000 Penalty: 6110.314453
	Iteration 17Q: 3 clusters Score -2.189305e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223534 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -21893094.000000 Penalty: 6110.314453
	Iteration 18Q: 3 clusters Score -2.189309e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223539 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -21893090.000000 Penalty: 6110.314453
	Iteration 19Q: 3 clusters Score -2.189309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223536 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -21893104.000000 Penalty: 6110.314453
	Iteration 20F: 3 clusters Score -2.18931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223535 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -21893126.000000 Penalty: 6110.314453
	Iteration 21Q: 3 clusters Score -2.189313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223536 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -21893132.000000 Penalty: 6110.314453
	Iteration 22Q: 3 clusters Score -2.189313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223540 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -21893128.000000 Penalty: 6110.314453
	Iteration 23Q: 3 clusters Score -2.189313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223546 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -21893134.000000 Penalty: 6110.314453
	Iteration 24Q: 3 clusters Score -2.189313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223552 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -21893150.000000 Penalty: 6110.314453
	Iteration 25Q: 3 clusters Score -2.189315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223553 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -21893152.000000 Penalty: 6110.314453
	Iteration 26Q: 3 clusters Score -2.189315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223559 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -21893158.000000 Penalty: 6110.314453
	Iteration 27Q: 3 clusters Score -2.189316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223558 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -21893162.000000 Penalty: 6110.314453
	Iteration 28Q: 3 clusters Score -2.189316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223559 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -21893186.000000 Penalty: 6110.314453
	Iteration 29Q: 3 clusters Score -2.189319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223558 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -21893202.000000 Penalty: 6110.314453
	Iteration 30Q: 3 clusters Score -2.18932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223559 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -21893202.000000 Penalty: 6110.314453
	Iteration 31Q: 3 clusters Score -2.18932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223560 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -21893204.000000 Penalty: 6110.314453
	Iteration 32Q: 3 clusters Score -2.18932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223560 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -21893204.000000 Penalty: 6110.314453
	Iteration 33F: 3 clusters Score -2.18932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Entering Unmasked Estep 
Score: -1150112.750000 Penalty: 2338.927979
	Iteration 0F: 2 clusters Score -1150113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1140814.375000 Penalty: 4677.855957
	Iteration 0F: 3 clusters Score -1140814 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1143734.000000 Penalty: 4677.855957
	Iteration 1F: 3 clusters Score -1143734 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1144122.250000 Penalty: 4677.855957
	Iteration 2F: 3 clusters Score -1144122 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1144407.500000 Penalty: 4677.855957
	Iteration 3F: 3 clusters Score -1144408 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1144637.875000 Penalty: 4677.855957
	Iteration 4Q: 3 clusters Score -1144638 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1144853.625000 Penalty: 4677.855957
	Iteration 5Q: 3 clusters Score -1144854 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1145093.750000 Penalty: 4677.855957
	Iteration 6Q: 3 clusters Score -1145094 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1145344.250000 Penalty: 4677.855957
	Iteration 7Q: 3 clusters Score -1145344 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1145671.000000 Penalty: 4677.855957
	Iteration 8Q: 3 clusters Score -1145671 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1146074.875000 Penalty: 4677.855957
	Iteration 9Q: 3 clusters Score -1146075 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1146527.000000 Penalty: 4677.855957
	Iteration 10Q: 3 clusters Score -1146527 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1147039.250000 Penalty: 4677.855957
	Iteration 11Q: 3 clusters Score -1147039 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1147598.500000 Penalty: 4677.855957
	Iteration 12Q: 3 clusters Score -1147598 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1148241.125000 Penalty: 4677.855957
	Iteration 13Q: 3 clusters Score -1148241 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1148913.625000 Penalty: 4677.855957
	Iteration 14Q: 3 clusters Score -1148914 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1149563.375000 Penalty: 4677.855957
	Iteration 15Q: 3 clusters Score -1149563 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1150116.250000 Penalty: 4677.855957
	Iteration 16Q: 3 clusters Score -1150116 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1150466.000000 Penalty: 4677.855957
	Iteration 17Q: 3 clusters Score -1150466 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1150624.875000 Penalty: 4677.855957
	Iteration 18Q: 3 clusters Score -1150625 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1150690.250000 Penalty: 4677.855957
	Iteration 19Q: 3 clusters Score -1150690 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1150734.375000 Penalty: 4677.855957
	Iteration 20F: 3 clusters Score -1150734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1150746.750000 Penalty: 4677.855957
	Iteration 21Q: 3 clusters Score -1150747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1150758.625000 Penalty: 4677.855957
	Iteration 22Q: 3 clusters Score -1150759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1150767.750000 Penalty: 4677.855957
	Iteration 23Q: 3 clusters Score -1150768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1150775.250000 Penalty: 4677.855957
	Iteration 24Q: 3 clusters Score -1150775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1150778.375000 Penalty: 4677.855957
	Iteration 25Q: 3 clusters Score -1150778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1150777.125000 Penalty: 4677.855957
	Iteration 26Q: 3 clusters Score -1150777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1150780.000000 Penalty: 4677.855957
	Iteration 27Q: 3 clusters Score -1150780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1150784.625000 Penalty: 4677.855957
	Iteration 28Q: 3 clusters Score -1150785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1150785.375000 Penalty: 4677.855957
	Iteration 29Q: 3 clusters Score -1150785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1150787.625000 Penalty: 4677.855957
	Iteration 30Q: 3 clusters Score -1150788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1150785.875000 Penalty: 4677.855957
	Iteration 31Q: 3 clusters Score -1150786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1150786.875000 Penalty: 4677.855957
	Iteration 32Q: 3 clusters Score -1150787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1150788.500000 Penalty: 4677.855957
	Iteration 33Q: 3 clusters Score -1150788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1150787.750000 Penalty: 4677.855957
	Iteration 34Q: 3 clusters Score -1150788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1150787.750000 Penalty: 4677.855957
	Iteration 35F: 3 clusters Score -1150788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124353 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 14657 members 
Mstep: Class 4 contains 12682 members 
Mstep: Class 5 contains 16706 members 
Mstep: Class 6 contains 220025 members 
Mstep: Class 7 contains 224920 members 
Mstep: Class 8 contains 65728 members 
Mstep: Class 9 contains 26203 members 
Mstep: Class 10 contains 7421 members 
Mstep: Class 11 contains 10820 members 
Mstep: Class 12 contains 73928 members 
Mstep: Class 13 contains 10443 members 
Mstep: Class 14 contains 223210 members 
Mstep: Class 15 contains 13715 members 
Mstep: Class 16 contains 223951 members 
Mstep: Class 17 contains 6428 members 
Mstep: Class 18 contains 6132 members 
Mstep: Class 19 contains 83761 members 
Mstep: Class 20 contains 24780 members 
Mstep: Class 21 contains 65000 members 
Mstep: Class 22 contains 7627 members 
Mstep: Class 23 contains 6152 members 
Mstep: Class 24 contains 23364 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 6857 members 
Mstep: Class 28 contains 15823 members 
Mstep: Class 29 contains 9921 members 
Mstep: Class 30 contains 19491 members 
Mstep: Class 31 contains 103792 members 
Mstep: Class 32 contains 6043 members 
Entering Unmasked Estep 
Score: -157635296.000000 Penalty: 113719.265625
Splitting cluster 17 changes total score from -157510928.000000 to -157635296.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (6132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Entering Unmasked Estep 
Score: -583142.312500 Penalty: 2162.876465
	Iteration 0F: 2 clusters Score -583142.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -577893.812500 Penalty: 4325.752930
	Iteration 0F: 3 clusters Score -577893.8 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -579205.312500 Penalty: 4325.752930
	Iteration 1F: 3 clusters Score -579205.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -579431.937500 Penalty: 4325.752930
	Iteration 2F: 3 clusters Score -579431.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -579591.187500 Penalty: 4325.752930
	Iteration 3Q: 3 clusters Score -579591.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -579703.000000 Penalty: 4325.752930
	Iteration 4Q: 3 clusters Score -579703 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -579780.687500 Penalty: 4325.752930
	Iteration 5Q: 3 clusters Score -579780.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -579837.062500 Penalty: 4325.752930
	Iteration 6Q: 3 clusters Score -579837.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -579893.375000 Penalty: 4325.752930
	Iteration 7Q: 3 clusters Score -579893.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -579954.937500 Penalty: 4325.752930
	Iteration 8Q: 3 clusters Score -579954.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -580012.500000 Penalty: 4325.752930
	Iteration 9Q: 3 clusters Score -580012.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -580055.250000 Penalty: 4325.752930
	Iteration 10Q: 3 clusters Score -580055.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -580089.875000 Penalty: 4325.752930
	Iteration 11Q: 3 clusters Score -580089.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -580116.062500 Penalty: 4325.752930
	Iteration 12Q: 3 clusters Score -580116.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -580148.437500 Penalty: 4325.752930
	Iteration 13Q: 3 clusters Score -580148.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -580183.750000 Penalty: 4325.752930
	Iteration 14Q: 3 clusters Score -580183.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -580221.187500 Penalty: 4325.752930
	Iteration 15Q: 3 clusters Score -580221.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -580254.812500 Penalty: 4325.752930
	Iteration 16Q: 3 clusters Score -580254.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -580290.750000 Penalty: 4325.752930
	Iteration 17Q: 3 clusters Score -580290.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -580332.687500 Penalty: 4325.752930
	Iteration 18Q: 3 clusters Score -580332.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -580374.250000 Penalty: 4325.752930
	Iteration 19Q: 3 clusters Score -580374.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -580413.000000 Penalty: 4325.752930
	Iteration 20F: 3 clusters Score -580413 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -580457.312500 Penalty: 4325.752930
	Iteration 21Q: 3 clusters Score -580457.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -580507.437500 Penalty: 4325.752930
	Iteration 22Q: 3 clusters Score -580507.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -580576.125000 Penalty: 4325.752930
	Iteration 23Q: 3 clusters Score -580576.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -580679.937500 Penalty: 4325.752930
	Iteration 24Q: 3 clusters Score -580679.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -580803.312500 Penalty: 4325.752930
	Iteration 25Q: 3 clusters Score -580803.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -580947.062500 Penalty: 4325.752930
	Iteration 26Q: 3 clusters Score -580947.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -581099.562500 Penalty: 4325.752930
	Iteration 27Q: 3 clusters Score -581099.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -581225.625000 Penalty: 4325.752930
	Iteration 28Q: 3 clusters Score -581225.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -581299.687500 Penalty: 4325.752930
	Iteration 29Q: 3 clusters Score -581299.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -581358.375000 Penalty: 4325.752930
	Iteration 30Q: 3 clusters Score -581358.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -581397.562500 Penalty: 4325.752930
	Iteration 31Q: 3 clusters Score -581397.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -581420.125000 Penalty: 4325.752930
	Iteration 32Q: 3 clusters Score -581420.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -581433.250000 Penalty: 4325.752930
	Iteration 33Q: 3 clusters Score -581433.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -581438.125000 Penalty: 4325.752930
	Iteration 34Q: 3 clusters Score -581438.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -581445.312500 Penalty: 4325.752930
	Iteration 35Q: 3 clusters Score -581445.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -581448.875000 Penalty: 4325.752930
	Iteration 36Q: 3 clusters Score -581448.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -581453.375000 Penalty: 4325.752930
	Iteration 37Q: 3 clusters Score -581453.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -581455.625000 Penalty: 4325.752930
	Iteration 38Q: 3 clusters Score -581455.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -581457.812500 Penalty: 4325.752930
	Iteration 39Q: 3 clusters Score -581457.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -581457.812500 Penalty: 4325.752930
	Iteration 40F: 3 clusters Score -581457.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -581461.562500 Penalty: 4325.752930
	Iteration 41Q: 3 clusters Score -581461.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -581462.750000 Penalty: 4325.752930
	Iteration 42Q: 3 clusters Score -581462.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -581465.500000 Penalty: 4325.752930
	Iteration 43Q: 3 clusters Score -581465.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -581468.937500 Penalty: 4325.752930
	Iteration 44Q: 3 clusters Score -581468.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -581469.125000 Penalty: 4325.752930
	Iteration 45Q: 3 clusters Score -581469.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -581471.375000 Penalty: 4325.752930
	Iteration 46Q: 3 clusters Score -581471.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -581471.750000 Penalty: 4325.752930
	Iteration 47Q: 3 clusters Score -581471.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -581474.187500 Penalty: 4325.752930
	Iteration 48Q: 3 clusters Score -581474.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -581476.000000 Penalty: 4325.752930
	Iteration 49Q: 3 clusters Score -581476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -581476.437500 Penalty: 4325.752930
	Iteration 50Q: 3 clusters Score -581476.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -581477.000000 Penalty: 4325.752930
	Iteration 51Q: 3 clusters Score -581477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -581478.625000 Penalty: 4325.752930
	Iteration 52Q: 3 clusters Score -581478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -581479.812500 Penalty: 4325.752930
	Iteration 53Q: 3 clusters Score -581479.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -581480.562500 Penalty: 4325.752930
	Iteration 54Q: 3 clusters Score -581480.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -581481.750000 Penalty: 4325.752930
	Iteration 55Q: 3 clusters Score -581481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -581482.562500 Penalty: 4325.752930
	Iteration 56Q: 3 clusters Score -581482.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -581482.375000 Penalty: 4325.752930
	Iteration 57Q: 3 clusters Score -581482.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -581483.250000 Penalty: 4325.752930
	Iteration 58Q: 3 clusters Score -581483.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -581485.875000 Penalty: 4325.752930
	Iteration 59Q: 3 clusters Score -581485.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -581485.875000 Penalty: 4325.752930
	Iteration 60F: 3 clusters Score -581485.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (83761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83761 members 
Entering Unmasked Estep 
Score: -8237074.500000 Penalty: 2811.259277
	Iteration 0F: 2 clusters Score -8237074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -8181059.500000 Penalty: 5622.518555
	Iteration 0F: 3 clusters Score -8181060 nChanged 39376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -8203041.000000 Penalty: 5622.518555
	Iteration 1F: 3 clusters Score -8203041 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -8203714.000000 Penalty: 5622.518555
	Iteration 2Q: 3 clusters Score -8203714 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -8204439.000000 Penalty: 5622.518555
	Iteration 3Q: 3 clusters Score -8204439 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -8205074.500000 Penalty: 5622.518555
	Iteration 4Q: 3 clusters Score -8205074 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -8205656.500000 Penalty: 5622.518555
	Iteration 5Q: 3 clusters Score -8205656 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -8206305.500000 Penalty: 5622.518555
	Iteration 6Q: 3 clusters Score -8206306 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -8207105.500000 Penalty: 5622.518555
	Iteration 7Q: 3 clusters Score -8207106 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -8208193.000000 Penalty: 5622.518555
	Iteration 8Q: 3 clusters Score -8208193 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -8209648.000000 Penalty: 5622.518555
	Iteration 9Q: 3 clusters Score -8209648 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -8211701.000000 Penalty: 5622.518555
	Iteration 10Q: 3 clusters Score -8211701 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -8214468.000000 Penalty: 5622.518555
	Iteration 11Q: 3 clusters Score -8214468 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -8217882.500000 Penalty: 5622.518555
	Iteration 12F: 3 clusters Score -8217882 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 58485 members 
Entering Unmasked Estep 
Score: -8221127.500000 Penalty: 5622.518555
	Iteration 13F: 3 clusters Score -8221128 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
Score: -8223273.500000 Penalty: 5622.518555
	Iteration 14Q: 3 clusters Score -8223274 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -8224337.500000 Penalty: 5622.518555
	Iteration 15Q: 3 clusters Score -8224338 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
Score: -8225064.500000 Penalty: 5622.518555
	Iteration 16Q: 3 clusters Score -8225064 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -8225672.500000 Penalty: 5622.518555
	Iteration 17Q: 3 clusters Score -8225672 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -8226249.000000 Penalty: 5622.518555
	Iteration 18Q: 3 clusters Score -8226249 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
Score: -8226766.000000 Penalty: 5622.518555
	Iteration 19Q: 3 clusters Score -8226766 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -8227309.000000 Penalty: 5622.518555
	Iteration 20F: 3 clusters Score -8227309 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 69622 members 
Entering Unmasked Estep 
Score: -8227798.000000 Penalty: 5622.518555
	Iteration 21Q: 3 clusters Score -8227798 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 70978 members 
Entering Unmasked Estep 
Score: -8228396.500000 Penalty: 5622.518555
	Iteration 22Q: 3 clusters Score -8228396 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -8228995.000000 Penalty: 5622.518555
	Iteration 23Q: 3 clusters Score -8228995 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 73660 members 
Entering Unmasked Estep 
Score: -8229575.500000 Penalty: 5622.518555
	Iteration 24Q: 3 clusters Score -8229576 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 74920 members 
Entering Unmasked Estep 
Score: -8230143.000000 Penalty: 5622.518555
	Iteration 25Q: 3 clusters Score -8230143 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 76163 members 
Entering Unmasked Estep 
Score: -8230708.500000 Penalty: 5622.518555
	Iteration 26Q: 3 clusters Score -8230708 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 77378 members 
Entering Unmasked Estep 
Score: -8231359.000000 Penalty: 5622.518555
	Iteration 27Q: 3 clusters Score -8231359 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
Score: -8231965.500000 Penalty: 5622.518555
	Iteration 28Q: 3 clusters Score -8231966 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 79455 members 
Entering Unmasked Estep 
Score: -8232507.500000 Penalty: 5622.518555
	Iteration 29Q: 3 clusters Score -8232508 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 80284 members 
Entering Unmasked Estep 
Score: -8232983.500000 Penalty: 5622.518555
	Iteration 30Q: 3 clusters Score -8232984 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 80950 members 
Entering Unmasked Estep 
Score: -8233384.500000 Penalty: 5622.518555
	Iteration 31Q: 3 clusters Score -8233384 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -8233698.500000 Penalty: 5622.518555
	Iteration 32Q: 3 clusters Score -8233698 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 81899 members 
Entering Unmasked Estep 
Score: -8233923.500000 Penalty: 5622.518555
	Iteration 33Q: 3 clusters Score -8233924 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 82218 members 
Entering Unmasked Estep 
Score: -8234136.500000 Penalty: 5622.518555
	Iteration 34Q: 3 clusters Score -8234136 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 82456 members 
Entering Unmasked Estep 
Score: -8234280.500000 Penalty: 5622.518555
	Iteration 35Q: 3 clusters Score -8234280 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -8234378.000000 Penalty: 5622.518555
	Iteration 36Q: 3 clusters Score -8234378 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -8234472.000000 Penalty: 5622.518555
	Iteration 37Q: 3 clusters Score -8234472 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -8234520.000000 Penalty: 5622.518555
	Iteration 38Q: 3 clusters Score -8234520 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 82878 members 
Entering Unmasked Estep 
Score: -8234560.000000 Penalty: 5622.518555
	Iteration 39Q: 3 clusters Score -8234560 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 82931 members 
Entering Unmasked Estep 
Score: -8234598.000000 Penalty: 5622.518555
	Iteration 40F: 3 clusters Score -8234598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 82984 members 
Entering Unmasked Estep 
Score: -8234639.000000 Penalty: 5622.518555
	Iteration 41Q: 3 clusters Score -8234639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 83018 members 
Entering Unmasked Estep 
Score: -8234673.000000 Penalty: 5622.518555
	Iteration 42Q: 3 clusters Score -8234673 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 83049 members 
Entering Unmasked Estep 
Score: -8234692.000000 Penalty: 5622.518555
	Iteration 43Q: 3 clusters Score -8234692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -8234681.000000 Penalty: 5622.518555
	Iteration 44Q: 3 clusters Score -8234681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 83074 members 
Entering Unmasked Estep 
Score: -8234680.500000 Penalty: 5622.518555
	Iteration 45Q: 3 clusters Score -8234680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 83081 members 
Entering Unmasked Estep 
Score: -8234696.000000 Penalty: 5622.518555
	Iteration 46Q: 3 clusters Score -8234696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 83088 members 
Entering Unmasked Estep 
Score: -8234704.000000 Penalty: 5622.518555
	Iteration 47Q: 3 clusters Score -8234704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -8234712.500000 Penalty: 5622.518555
	Iteration 48Q: 3 clusters Score -8234712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 83108 members 
Entering Unmasked Estep 
Score: -8234721.500000 Penalty: 5622.518555
	Iteration 49Q: 3 clusters Score -8234722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -8234729.500000 Penalty: 5622.518555
	Iteration 50Q: 3 clusters Score -8234730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -8234746.000000 Penalty: 5622.518555
	Iteration 51Q: 3 clusters Score -8234746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 83146 members 
Entering Unmasked Estep 
Score: -8234751.500000 Penalty: 5622.518555
	Iteration 52Q: 3 clusters Score -8234752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -8234764.500000 Penalty: 5622.518555
	Iteration 53Q: 3 clusters Score -8234764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -8234760.500000 Penalty: 5622.518555
	Iteration 54Q: 3 clusters Score -8234760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 83166 members 
Entering Unmasked Estep 
Score: -8234773.500000 Penalty: 5622.518555
	Iteration 55Q: 3 clusters Score -8234774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 83168 members 
Entering Unmasked Estep 
Score: -8234770.000000 Penalty: 5622.518555
	Iteration 56Q: 3 clusters Score -8234770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 83168 members 
Entering Unmasked Estep 
Score: -8234766.000000 Penalty: 5622.518555
	Iteration 57Q: 3 clusters Score -8234766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 83171 members 
Entering Unmasked Estep 
Score: -8234765.000000 Penalty: 5622.518555
	Iteration 58Q: 3 clusters Score -8234765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 83171 members 
Entering Unmasked Estep 
Score: -8234771.000000 Penalty: 5622.518555
	Iteration 59Q: 3 clusters Score -8234771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 83173 members 
Entering Unmasked Estep 
Score: -8234770.500000 Penalty: 5622.518555
	Iteration 60F: 3 clusters Score -8234770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 83178 members 
Entering Unmasked Estep 
Score: -8234776.000000 Penalty: 5622.518555
	Iteration 61Q: 3 clusters Score -8234776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -8234783.500000 Penalty: 5622.518555
	Iteration 62Q: 3 clusters Score -8234784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -8234792.500000 Penalty: 5622.518555
	Iteration 63Q: 3 clusters Score -8234792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 83185 members 
Entering Unmasked Estep 
Score: -8234786.000000 Penalty: 5622.518555
	Iteration 64Q: 3 clusters Score -8234786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 83188 members 
Entering Unmasked Estep 
Score: -8234792.500000 Penalty: 5622.518555
	Iteration 65Q: 3 clusters Score -8234792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 83188 members 
Entering Unmasked Estep 
Score: -8234792.500000 Penalty: 5622.518555
	Iteration 66F: 3 clusters Score -8234792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Entering Unmasked Estep 
Score: -2393012.250000 Penalty: 2509.212402
	Iteration 0F: 2 clusters Score -2393012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2375781.750000 Penalty: 5018.424805
	Iteration 0F: 3 clusters Score -2375782 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2381637.000000 Penalty: 5018.424805
	Iteration 1F: 3 clusters Score -2381637 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2382082.000000 Penalty: 5018.424805
	Iteration 2F: 3 clusters Score -2382082 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2382461.750000 Penalty: 5018.424805
	Iteration 3Q: 3 clusters Score -2382462 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2382776.500000 Penalty: 5018.424805
	Iteration 4Q: 3 clusters Score -2382776 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2383120.750000 Penalty: 5018.424805
	Iteration 5Q: 3 clusters Score -2383121 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2383433.750000 Penalty: 5018.424805
	Iteration 6Q: 3 clusters Score -2383434 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2383750.500000 Penalty: 5018.424805
	Iteration 7Q: 3 clusters Score -2383750 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2384080.000000 Penalty: 5018.424805
	Iteration 8Q: 3 clusters Score -2384080 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2384423.500000 Penalty: 5018.424805
	Iteration 9Q: 3 clusters Score -2384424 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2384785.500000 Penalty: 5018.424805
	Iteration 10Q: 3 clusters Score -2384786 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2385116.500000 Penalty: 5018.424805
	Iteration 11Q: 3 clusters Score -2385116 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2385489.500000 Penalty: 5018.424805
	Iteration 12Q: 3 clusters Score -2385490 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2385863.250000 Penalty: 5018.424805
	Iteration 13Q: 3 clusters Score -2385863 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2386357.250000 Penalty: 5018.424805
	Iteration 14Q: 3 clusters Score -2386357 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2386860.000000 Penalty: 5018.424805
	Iteration 15Q: 3 clusters Score -2386860 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2387345.000000 Penalty: 5018.424805
	Iteration 16Q: 3 clusters Score -2387345 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2387758.250000 Penalty: 5018.424805
	Iteration 17Q: 3 clusters Score -2387758 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2388078.250000 Penalty: 5018.424805
	Iteration 18Q: 3 clusters Score -2388078 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2388370.750000 Penalty: 5018.424805
	Iteration 19Q: 3 clusters Score -2388371 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2388629.250000 Penalty: 5018.424805
	Iteration 20F: 3 clusters Score -2388629 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2388865.500000 Penalty: 5018.424805
	Iteration 21Q: 3 clusters Score -2388866 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2389117.500000 Penalty: 5018.424805
	Iteration 22Q: 3 clusters Score -2389118 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2389359.000000 Penalty: 5018.424805
	Iteration 23Q: 3 clusters Score -2389359 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2389598.500000 Penalty: 5018.424805
	Iteration 24Q: 3 clusters Score -2389598 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2389820.000000 Penalty: 5018.424805
	Iteration 25Q: 3 clusters Score -2389820 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2390002.250000 Penalty: 5018.424805
	Iteration 26Q: 3 clusters Score -2390002 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2390107.250000 Penalty: 5018.424805
	Iteration 27Q: 3 clusters Score -2390107 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2390189.750000 Penalty: 5018.424805
	Iteration 28Q: 3 clusters Score -2390190 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2390257.500000 Penalty: 5018.424805
	Iteration 29Q: 3 clusters Score -2390258 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2390320.750000 Penalty: 5018.424805
	Iteration 30Q: 3 clusters Score -2390321 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2390361.000000 Penalty: 5018.424805
	Iteration 31Q: 3 clusters Score -2390361 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2390396.250000 Penalty: 5018.424805
	Iteration 32Q: 3 clusters Score -2390396 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2390427.000000 Penalty: 5018.424805
	Iteration 33Q: 3 clusters Score -2390427 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2390459.750000 Penalty: 5018.424805
	Iteration 34Q: 3 clusters Score -2390460 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2390500.500000 Penalty: 5018.424805
	Iteration 35Q: 3 clusters Score -2390500 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2390506.250000 Penalty: 5018.424805
	Iteration 36Q: 3 clusters Score -2390506 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2390524.750000 Penalty: 5018.424805
	Iteration 37Q: 3 clusters Score -2390525 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2390545.000000 Penalty: 5018.424805
	Iteration 38Q: 3 clusters Score -2390545 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2390560.000000 Penalty: 5018.424805
	Iteration 39Q: 3 clusters Score -2390560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2390564.750000 Penalty: 5018.424805
	Iteration 40F: 3 clusters Score -2390565 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2390576.000000 Penalty: 5018.424805
	Iteration 41Q: 3 clusters Score -2390576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2390581.000000 Penalty: 5018.424805
	Iteration 42Q: 3 clusters Score -2390581 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2390590.750000 Penalty: 5018.424805
	Iteration 43Q: 3 clusters Score -2390591 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2390600.750000 Penalty: 5018.424805
	Iteration 44Q: 3 clusters Score -2390601 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2390602.000000 Penalty: 5018.424805
	Iteration 45Q: 3 clusters Score -2390602 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2390608.000000 Penalty: 5018.424805
	Iteration 46Q: 3 clusters Score -2390608 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2390613.500000 Penalty: 5018.424805
	Iteration 47Q: 3 clusters Score -2390614 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2390627.750000 Penalty: 5018.424805
	Iteration 48Q: 3 clusters Score -2390628 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2390641.500000 Penalty: 5018.424805
	Iteration 49Q: 3 clusters Score -2390642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2390643.500000 Penalty: 5018.424805
	Iteration 50Q: 3 clusters Score -2390644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2390654.750000 Penalty: 5018.424805
	Iteration 51Q: 3 clusters Score -2390655 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2390660.000000 Penalty: 5018.424805
	Iteration 52Q: 3 clusters Score -2390660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2390666.250000 Penalty: 5018.424805
	Iteration 53Q: 3 clusters Score -2390666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2390669.250000 Penalty: 5018.424805
	Iteration 54Q: 3 clusters Score -2390669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2390672.250000 Penalty: 5018.424805
	Iteration 55Q: 3 clusters Score -2390672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2390680.750000 Penalty: 5018.424805
	Iteration 56Q: 3 clusters Score -2390681 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2390690.750000 Penalty: 5018.424805
	Iteration 57Q: 3 clusters Score -2390691 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2390704.750000 Penalty: 5018.424805
	Iteration 58Q: 3 clusters Score -2390705 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2390705.000000 Penalty: 5018.424805
	Iteration 59Q: 3 clusters Score -2390705 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2390707.500000 Penalty: 5018.424805
	Iteration 60F: 3 clusters Score -2390708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2390705.000000 Penalty: 5018.424805
	Iteration 61Q: 3 clusters Score -2390705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2390720.500000 Penalty: 5018.424805
	Iteration 62Q: 3 clusters Score -2390720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2390720.250000 Penalty: 5018.424805
	Iteration 63Q: 3 clusters Score -2390720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2390726.250000 Penalty: 5018.424805
	Iteration 64Q: 3 clusters Score -2390726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2390735.000000 Penalty: 5018.424805
	Iteration 65Q: 3 clusters Score -2390735 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2390738.250000 Penalty: 5018.424805
	Iteration 66Q: 3 clusters Score -2390738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2390740.250000 Penalty: 5018.424805
	Iteration 67Q: 3 clusters Score -2390740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2390743.750000 Penalty: 5018.424805
	Iteration 68Q: 3 clusters Score -2390744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2390755.750000 Penalty: 5018.424805
	Iteration 69Q: 3 clusters Score -2390756 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2390765.000000 Penalty: 5018.424805
	Iteration 70Q: 3 clusters Score -2390765 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2390773.750000 Penalty: 5018.424805
	Iteration 71Q: 3 clusters Score -2390774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2390794.750000 Penalty: 5018.424805
	Iteration 72Q: 3 clusters Score -2390795 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2390801.500000 Penalty: 5018.424805
	Iteration 73Q: 3 clusters Score -2390802 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2390819.250000 Penalty: 5018.424805
	Iteration 74Q: 3 clusters Score -2390819 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2390840.250000 Penalty: 5018.424805
	Iteration 75Q: 3 clusters Score -2390840 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2390870.750000 Penalty: 5018.424805
	Iteration 76Q: 3 clusters Score -2390871 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2390909.750000 Penalty: 5018.424805
	Iteration 77Q: 3 clusters Score -2390910 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2390943.250000 Penalty: 5018.424805
	Iteration 78Q: 3 clusters Score -2390943 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2390984.000000 Penalty: 5018.424805
	Iteration 79Q: 3 clusters Score -2390984 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2391019.000000 Penalty: 5018.424805
	Iteration 80F: 3 clusters Score -2391019 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2391063.000000 Penalty: 5018.424805
	Iteration 81Q: 3 clusters Score -2391063 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2391123.250000 Penalty: 5018.424805
	Iteration 82Q: 3 clusters Score -2391123 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2391173.000000 Penalty: 5018.424805
	Iteration 83Q: 3 clusters Score -2391173 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2391211.250000 Penalty: 5018.424805
	Iteration 84Q: 3 clusters Score -2391211 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2391250.000000 Penalty: 5018.424805
	Iteration 85Q: 3 clusters Score -2391250 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2391292.500000 Penalty: 5018.424805
	Iteration 86Q: 3 clusters Score -2391292 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2391329.250000 Penalty: 5018.424805
	Iteration 87Q: 3 clusters Score -2391329 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2391358.250000 Penalty: 5018.424805
	Iteration 88Q: 3 clusters Score -2391358 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2391407.750000 Penalty: 5018.424805
	Iteration 89Q: 3 clusters Score -2391408 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2391452.250000 Penalty: 5018.424805
	Iteration 90Q: 3 clusters Score -2391452 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2391493.750000 Penalty: 5018.424805
	Iteration 91Q: 3 clusters Score -2391494 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2391527.000000 Penalty: 5018.424805
	Iteration 92Q: 3 clusters Score -2391527 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2391559.000000 Penalty: 5018.424805
	Iteration 93Q: 3 clusters Score -2391559 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2391577.750000 Penalty: 5018.424805
	Iteration 94Q: 3 clusters Score -2391578 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2391606.750000 Penalty: 5018.424805
	Iteration 95Q: 3 clusters Score -2391607 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2391620.500000 Penalty: 5018.424805
	Iteration 96Q: 3 clusters Score -2391620 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2391656.000000 Penalty: 5018.424805
	Iteration 97Q: 3 clusters Score -2391656 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2391676.250000 Penalty: 5018.424805
	Iteration 98Q: 3 clusters Score -2391676 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2391706.000000 Penalty: 5018.424805
	Iteration 99Q: 3 clusters Score -2391706 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2391725.000000 Penalty: 5018.424805
	Iteration 100F: 3 clusters Score -2391725 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2391753.250000 Penalty: 5018.424805
	Iteration 101Q: 3 clusters Score -2391753 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2391783.000000 Penalty: 5018.424805
	Iteration 102Q: 3 clusters Score -2391783 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2391803.500000 Penalty: 5018.424805
	Iteration 103Q: 3 clusters Score -2391804 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2391826.250000 Penalty: 5018.424805
	Iteration 104Q: 3 clusters Score -2391826 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2391856.250000 Penalty: 5018.424805
	Iteration 105Q: 3 clusters Score -2391856 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2391879.750000 Penalty: 5018.424805
	Iteration 106Q: 3 clusters Score -2391880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2391888.750000 Penalty: 5018.424805
	Iteration 107Q: 3 clusters Score -2391889 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2391915.500000 Penalty: 5018.424805
	Iteration 108Q: 3 clusters Score -2391916 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2391942.750000 Penalty: 5018.424805
	Iteration 109Q: 3 clusters Score -2391943 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2391972.500000 Penalty: 5018.424805
	Iteration 110Q: 3 clusters Score -2391972 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2391991.500000 Penalty: 5018.424805
	Iteration 111Q: 3 clusters Score -2391992 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2392012.250000 Penalty: 5018.424805
	Iteration 112Q: 3 clusters Score -2392012 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2392038.750000 Penalty: 5018.424805
	Iteration 113Q: 3 clusters Score -2392039 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2392065.500000 Penalty: 5018.424805
	Iteration 114Q: 3 clusters Score -2392066 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2392082.000000 Penalty: 5018.424805
	Iteration 115Q: 3 clusters Score -2392082 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2392095.750000 Penalty: 5018.424805
	Iteration 116Q: 3 clusters Score -2392096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2392112.750000 Penalty: 5018.424805
	Iteration 117Q: 3 clusters Score -2392113 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2392114.500000 Penalty: 5018.424805
	Iteration 118Q: 3 clusters Score -2392114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2392123.500000 Penalty: 5018.424805
	Iteration 119Q: 3 clusters Score -2392124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2392136.000000 Penalty: 5018.424805
	Iteration 120F: 3 clusters Score -2392136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2392150.250000 Penalty: 5018.424805
	Iteration 121Q: 3 clusters Score -2392150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2392152.250000 Penalty: 5018.424805
	Iteration 122Q: 3 clusters Score -2392152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2392162.750000 Penalty: 5018.424805
	Iteration 123Q: 3 clusters Score -2392163 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2392174.250000 Penalty: 5018.424805
	Iteration 124Q: 3 clusters Score -2392174 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2392180.500000 Penalty: 5018.424805
	Iteration 125Q: 3 clusters Score -2392180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2392183.500000 Penalty: 5018.424805
	Iteration 126Q: 3 clusters Score -2392184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2392190.250000 Penalty: 5018.424805
	Iteration 127Q: 3 clusters Score -2392190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2392191.000000 Penalty: 5018.424805
	Iteration 128Q: 3 clusters Score -2392191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2392195.750000 Penalty: 5018.424805
	Iteration 129Q: 3 clusters Score -2392196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2392204.000000 Penalty: 5018.424805
	Iteration 130Q: 3 clusters Score -2392204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2392198.750000 Penalty: 5018.424805
	Iteration 131Q: 3 clusters Score -2392199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2392202.750000 Penalty: 5018.424805
	Iteration 132Q: 3 clusters Score -2392203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2392205.000000 Penalty: 5018.424805
	Iteration 133Q: 3 clusters Score -2392205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2392207.500000 Penalty: 5018.424805
	Iteration 134Q: 3 clusters Score -2392208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2392209.500000 Penalty: 5018.424805
	Iteration 135Q: 3 clusters Score -2392210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2392206.750000 Penalty: 5018.424805
	Iteration 136Q: 3 clusters Score -2392207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2392212.250000 Penalty: 5018.424805
	Iteration 137Q: 3 clusters Score -2392212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2392212.500000 Penalty: 5018.424805
	Iteration 138Q: 3 clusters Score -2392212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2392215.500000 Penalty: 5018.424805
	Iteration 139Q: 3 clusters Score -2392216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2392213.250000 Penalty: 5018.424805
	Iteration 140F: 3 clusters Score -2392213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2392219.250000 Penalty: 5018.424805
	Iteration 141Q: 3 clusters Score -2392219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2392216.750000 Penalty: 5018.424805
	Iteration 142Q: 3 clusters Score -2392217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2392218.500000 Penalty: 5018.424805
	Iteration 143Q: 3 clusters Score -2392218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2392219.250000 Penalty: 5018.424805
	Iteration 144Q: 3 clusters Score -2392219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2392215.000000 Penalty: 5018.424805
	Iteration 145Q: 3 clusters Score -2392215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2392215.000000 Penalty: 5018.424805
	Iteration 146F: 3 clusters Score -2392215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (65000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65000 members 
Entering Unmasked Estep 
Score: -5785524.000000 Penalty: 2748.371338
	Iteration 0F: 2 clusters Score -5785524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -5741707.500000 Penalty: 5496.742676
	Iteration 0F: 3 clusters Score -5741708 nChanged 30414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -5760145.000000 Penalty: 5496.742676
	Iteration 1F: 3 clusters Score -5760145 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -5762375.000000 Penalty: 5496.742676
	Iteration 2F: 3 clusters Score -5762375 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -5765528.000000 Penalty: 5496.742676
	Iteration 3F: 3 clusters Score -5765528 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -5769225.000000 Penalty: 5496.742676
	Iteration 4F: 3 clusters Score -5769225 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -5773340.000000 Penalty: 5496.742676
	Iteration 5F: 3 clusters Score -5773340 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -5777269.000000 Penalty: 5496.742676
	Iteration 6F: 3 clusters Score -5777269 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -5780587.000000 Penalty: 5496.742676
	Iteration 7F: 3 clusters Score -5780587 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -5782943.000000 Penalty: 5496.742676
	Iteration 8Q: 3 clusters Score -5782943 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -5784331.500000 Penalty: 5496.742676
	Iteration 9Q: 3 clusters Score -5784332 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 55299 members 
Entering Unmasked Estep 
Score: -5785136.000000 Penalty: 5496.742676
	Iteration 10Q: 3 clusters Score -5785136 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -5785575.000000 Penalty: 5496.742676
	Iteration 11Q: 3 clusters Score -5785575 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -5785786.500000 Penalty: 5496.742676
	Iteration 12Q: 3 clusters Score -5785786 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -5786028.000000 Penalty: 5496.742676
	Iteration 13Q: 3 clusters Score -5786028 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -5786123.500000 Penalty: 5496.742676
	Iteration 14Q: 3 clusters Score -5786124 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 57828 members 
Entering Unmasked Estep 
Score: -5786249.000000 Penalty: 5496.742676
	Iteration 15Q: 3 clusters Score -5786249 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 58106 members 
Entering Unmasked Estep 
Score: -5786350.000000 Penalty: 5496.742676
	Iteration 16Q: 3 clusters Score -5786350 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -5786428.500000 Penalty: 5496.742676
	Iteration 17Q: 3 clusters Score -5786428 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 58593 members 
Entering Unmasked Estep 
Score: -5786545.500000 Penalty: 5496.742676
	Iteration 18Q: 3 clusters Score -5786546 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -5786634.000000 Penalty: 5496.742676
	Iteration 19Q: 3 clusters Score -5786634 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -5786746.000000 Penalty: 5496.742676
	Iteration 20F: 3 clusters Score -5786746 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -5786880.500000 Penalty: 5496.742676
	Iteration 21Q: 3 clusters Score -5786880 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 59407 members 
Entering Unmasked Estep 
Score: -5786986.500000 Penalty: 5496.742676
	Iteration 22Q: 3 clusters Score -5786986 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 59548 members 
Entering Unmasked Estep 
Score: -5787089.500000 Penalty: 5496.742676
	Iteration 23Q: 3 clusters Score -5787090 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -5787201.000000 Penalty: 5496.742676
	Iteration 24Q: 3 clusters Score -5787201 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -5787365.000000 Penalty: 5496.742676
	Iteration 25Q: 3 clusters Score -5787365 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -5787501.000000 Penalty: 5496.742676
	Iteration 26Q: 3 clusters Score -5787501 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -5787632.500000 Penalty: 5496.742676
	Iteration 27Q: 3 clusters Score -5787632 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 59922 members 
Entering Unmasked Estep 
Score: -5787819.500000 Penalty: 5496.742676
	Iteration 28Q: 3 clusters Score -5787820 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -5787941.000000 Penalty: 5496.742676
	Iteration 29Q: 3 clusters Score -5787941 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -5788002.000000 Penalty: 5496.742676
	Iteration 30Q: 3 clusters Score -5788002 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -5788051.000000 Penalty: 5496.742676
	Iteration 31Q: 3 clusters Score -5788051 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -5788059.500000 Penalty: 5496.742676
	Iteration 32Q: 3 clusters Score -5788060 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -5788073.500000 Penalty: 5496.742676
	Iteration 33Q: 3 clusters Score -5788074 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -5788106.000000 Penalty: 5496.742676
	Iteration 34Q: 3 clusters Score -5788106 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -5788111.500000 Penalty: 5496.742676
	Iteration 35Q: 3 clusters Score -5788112 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -5788105.000000 Penalty: 5496.742676
	Iteration 36Q: 3 clusters Score -5788105 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 59863 members 
Entering Unmasked Estep 
Score: -5788112.500000 Penalty: 5496.742676
	Iteration 37Q: 3 clusters Score -5788112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -5788105.500000 Penalty: 5496.742676
	Iteration 38Q: 3 clusters Score -5788106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 59866 members 
Entering Unmasked Estep 
Score: -5788110.000000 Penalty: 5496.742676
	Iteration 39Q: 3 clusters Score -5788110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -5788107.500000 Penalty: 5496.742676
	Iteration 40F: 3 clusters Score -5788108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 59866 members 
Entering Unmasked Estep 
Score: -5788106.500000 Penalty: 5496.742676
	Iteration 41Q: 3 clusters Score -5788106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -5788121.000000 Penalty: 5496.742676
	Iteration 42Q: 3 clusters Score -5788121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 59852 members 
Entering Unmasked Estep 
Score: -5788131.000000 Penalty: 5496.742676
	Iteration 43Q: 3 clusters Score -5788131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -5788140.500000 Penalty: 5496.742676
	Iteration 44Q: 3 clusters Score -5788140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -5788139.000000 Penalty: 5496.742676
	Iteration 45Q: 3 clusters Score -5788139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -5788141.500000 Penalty: 5496.742676
	Iteration 46Q: 3 clusters Score -5788142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -5788145.000000 Penalty: 5496.742676
	Iteration 47Q: 3 clusters Score -5788145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -5788142.500000 Penalty: 5496.742676
	Iteration 48Q: 3 clusters Score -5788142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -5788138.500000 Penalty: 5496.742676
	Iteration 49Q: 3 clusters Score -5788138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -5788141.500000 Penalty: 5496.742676
	Iteration 50Q: 3 clusters Score -5788142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 59853 members 
Entering Unmasked Estep 
Score: -5788146.000000 Penalty: 5496.742676
	Iteration 51Q: 3 clusters Score -5788146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -5788156.500000 Penalty: 5496.742676
	Iteration 52Q: 3 clusters Score -5788156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 59849 members 
Entering Unmasked Estep 
Score: -5788151.500000 Penalty: 5496.742676
	Iteration 53Q: 3 clusters Score -5788152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -5788154.000000 Penalty: 5496.742676
	Iteration 54Q: 3 clusters Score -5788154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -5788153.000000 Penalty: 5496.742676
	Iteration 55Q: 3 clusters Score -5788153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -5788153.000000 Penalty: 5496.742676
	Iteration 56Q: 3 clusters Score -5788153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 59840 members 
Entering Unmasked Estep 
Score: -5788155.500000 Penalty: 5496.742676
	Iteration 57Q: 3 clusters Score -5788156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -5788154.000000 Penalty: 5496.742676
	Iteration 58Q: 3 clusters Score -5788154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -5788152.500000 Penalty: 5496.742676
	Iteration 59Q: 3 clusters Score -5788152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -5788152.500000 Penalty: 5496.742676
	Iteration 60F: 3 clusters Score -5788152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124353 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 14657 members 
Mstep: Class 4 contains 12682 members 
Mstep: Class 5 contains 16706 members 
Mstep: Class 6 contains 220025 members 
Mstep: Class 7 contains 224920 members 
Mstep: Class 8 contains 65728 members 
Mstep: Class 9 contains 26203 members 
Mstep: Class 10 contains 7421 members 
Mstep: Class 11 contains 10820 members 
Mstep: Class 12 contains 73928 members 
Mstep: Class 13 contains 10443 members 
Mstep: Class 14 contains 223210 members 
Mstep: Class 15 contains 13715 members 
Mstep: Class 16 contains 223951 members 
Mstep: Class 17 contains 6428 members 
Mstep: Class 18 contains 6132 members 
Mstep: Class 19 contains 83761 members 
Mstep: Class 20 contains 24780 members 
Mstep: Class 21 contains 5159 members 
Mstep: Class 22 contains 7627 members 
Mstep: Class 23 contains 6152 members 
Mstep: Class 24 contains 23364 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 6857 members 
Mstep: Class 28 contains 15823 members 
Mstep: Class 29 contains 9921 members 
Mstep: Class 30 contains 19491 members 
Mstep: Class 31 contains 103792 members 
Mstep: Class 32 contains 6043 members 
Mstep: Class 33 contains 59841 members 
Entering Unmasked Estep 
Score: -157637680.000000 Penalty: 117273.000000
Splitting cluster 21 changes total score from -157510928.000000 to -157637680.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (7627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Entering Unmasked Estep 
Score: -708520.625000 Penalty: 2216.983643
	Iteration 0F: 2 clusters Score -708520.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -702310.437500 Penalty: 4433.967285
	Iteration 0F: 3 clusters Score -702310.4 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -704051.562500 Penalty: 4433.967285
	Iteration 1F: 3 clusters Score -704051.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -704368.812500 Penalty: 4433.967285
	Iteration 2F: 3 clusters Score -704368.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -704633.437500 Penalty: 4433.967285
	Iteration 3F: 3 clusters Score -704633.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -704859.625000 Penalty: 4433.967285
	Iteration 4Q: 3 clusters Score -704859.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -705037.687500 Penalty: 4433.967285
	Iteration 5Q: 3 clusters Score -705037.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -705210.000000 Penalty: 4433.967285
	Iteration 6Q: 3 clusters Score -705210 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -705369.875000 Penalty: 4433.967285
	Iteration 7Q: 3 clusters Score -705369.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -705532.875000 Penalty: 4433.967285
	Iteration 8Q: 3 clusters Score -705532.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -705711.375000 Penalty: 4433.967285
	Iteration 9Q: 3 clusters Score -705711.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -705871.000000 Penalty: 4433.967285
	Iteration 10Q: 3 clusters Score -705871 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -706046.375000 Penalty: 4433.967285
	Iteration 11Q: 3 clusters Score -706046.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -706229.875000 Penalty: 4433.967285
	Iteration 12Q: 3 clusters Score -706229.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -706414.562500 Penalty: 4433.967285
	Iteration 13Q: 3 clusters Score -706414.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -706592.875000 Penalty: 4433.967285
	Iteration 14Q: 3 clusters Score -706592.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -706770.500000 Penalty: 4433.967285
	Iteration 15Q: 3 clusters Score -706770.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -706894.375000 Penalty: 4433.967285
	Iteration 16Q: 3 clusters Score -706894.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -706981.437500 Penalty: 4433.967285
	Iteration 17Q: 3 clusters Score -706981.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -707040.937500 Penalty: 4433.967285
	Iteration 18Q: 3 clusters Score -707040.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -707076.000000 Penalty: 4433.967285
	Iteration 19Q: 3 clusters Score -707076 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -707100.687500 Penalty: 4433.967285
	Iteration 20F: 3 clusters Score -707100.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -707120.500000 Penalty: 4433.967285
	Iteration 21Q: 3 clusters Score -707120.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -707138.375000 Penalty: 4433.967285
	Iteration 22Q: 3 clusters Score -707138.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -707147.062500 Penalty: 4433.967285
	Iteration 23Q: 3 clusters Score -707147.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -707152.937500 Penalty: 4433.967285
	Iteration 24Q: 3 clusters Score -707152.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -707162.750000 Penalty: 4433.967285
	Iteration 25Q: 3 clusters Score -707162.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -707166.562500 Penalty: 4433.967285
	Iteration 26Q: 3 clusters Score -707166.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -707170.000000 Penalty: 4433.967285
	Iteration 27Q: 3 clusters Score -707170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -707170.812500 Penalty: 4433.967285
	Iteration 28Q: 3 clusters Score -707170.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -707175.875000 Penalty: 4433.967285
	Iteration 29Q: 3 clusters Score -707175.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -707175.500000 Penalty: 4433.967285
	Iteration 30Q: 3 clusters Score -707175.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -707176.562500 Penalty: 4433.967285
	Iteration 31Q: 3 clusters Score -707176.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -707179.125000 Penalty: 4433.967285
	Iteration 32Q: 3 clusters Score -707179.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -707178.437500 Penalty: 4433.967285
	Iteration 33Q: 3 clusters Score -707178.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -707181.562500 Penalty: 4433.967285
	Iteration 34Q: 3 clusters Score -707181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -707182.375000 Penalty: 4433.967285
	Iteration 35Q: 3 clusters Score -707182.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -707183.125000 Penalty: 4433.967285
	Iteration 36Q: 3 clusters Score -707183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -707181.187500 Penalty: 4433.967285
	Iteration 37Q: 3 clusters Score -707181.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -707183.375000 Penalty: 4433.967285
	Iteration 38Q: 3 clusters Score -707183.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -707185.750000 Penalty: 4433.967285
	Iteration 39Q: 3 clusters Score -707185.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -707187.875000 Penalty: 4433.967285
	Iteration 40F: 3 clusters Score -707187.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -707190.937500 Penalty: 4433.967285
	Iteration 41Q: 3 clusters Score -707190.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -707190.125000 Penalty: 4433.967285
	Iteration 42Q: 3 clusters Score -707190.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -707192.000000 Penalty: 4433.967285
	Iteration 43Q: 3 clusters Score -707192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -707194.687500 Penalty: 4433.967285
	Iteration 44Q: 3 clusters Score -707194.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -707196.250000 Penalty: 4433.967285
	Iteration 45Q: 3 clusters Score -707196.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -707199.937500 Penalty: 4433.967285
	Iteration 46Q: 3 clusters Score -707199.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -707199.625000 Penalty: 4433.967285
	Iteration 47Q: 3 clusters Score -707199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -707203.125000 Penalty: 4433.967285
	Iteration 48Q: 3 clusters Score -707203.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -707204.187500 Penalty: 4433.967285
	Iteration 49Q: 3 clusters Score -707204.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -707206.000000 Penalty: 4433.967285
	Iteration 50Q: 3 clusters Score -707206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -707209.187500 Penalty: 4433.967285
	Iteration 51Q: 3 clusters Score -707209.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -707209.937500 Penalty: 4433.967285
	Iteration 52Q: 3 clusters Score -707209.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -707210.312500 Penalty: 4433.967285
	Iteration 53Q: 3 clusters Score -707210.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -707210.375000 Penalty: 4433.967285
	Iteration 54Q: 3 clusters Score -707210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -707212.562500 Penalty: 4433.967285
	Iteration 55Q: 3 clusters Score -707212.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -707213.687500 Penalty: 4433.967285
	Iteration 56Q: 3 clusters Score -707213.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -707214.000000 Penalty: 4433.967285
	Iteration 57Q: 3 clusters Score -707214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -707218.312500 Penalty: 4433.967285
	Iteration 58Q: 3 clusters Score -707218.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -707221.125000 Penalty: 4433.967285
	Iteration 59Q: 3 clusters Score -707221.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -707224.875000 Penalty: 4433.967285
	Iteration 60F: 3 clusters Score -707224.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -707227.000000 Penalty: 4433.967285
	Iteration 61Q: 3 clusters Score -707227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -707228.812500 Penalty: 4433.967285
	Iteration 62Q: 3 clusters Score -707228.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -707229.687500 Penalty: 4433.967285
	Iteration 63Q: 3 clusters Score -707229.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -707232.625000 Penalty: 4433.967285
	Iteration 64Q: 3 clusters Score -707232.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -707233.062500 Penalty: 4433.967285
	Iteration 65Q: 3 clusters Score -707233.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -707235.000000 Penalty: 4433.967285
	Iteration 66Q: 3 clusters Score -707235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -707238.500000 Penalty: 4433.967285
	Iteration 67Q: 3 clusters Score -707238.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -707242.125000 Penalty: 4433.967285
	Iteration 68Q: 3 clusters Score -707242.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -707246.437500 Penalty: 4433.967285
	Iteration 69Q: 3 clusters Score -707246.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -707251.750000 Penalty: 4433.967285
	Iteration 70Q: 3 clusters Score -707251.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -707256.437500 Penalty: 4433.967285
	Iteration 71Q: 3 clusters Score -707256.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -707261.312500 Penalty: 4433.967285
	Iteration 72Q: 3 clusters Score -707261.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -707264.062500 Penalty: 4433.967285
	Iteration 73Q: 3 clusters Score -707264.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -707268.375000 Penalty: 4433.967285
	Iteration 74Q: 3 clusters Score -707268.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -707272.000000 Penalty: 4433.967285
	Iteration 75Q: 3 clusters Score -707272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -707271.437500 Penalty: 4433.967285
	Iteration 76Q: 3 clusters Score -707271.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -707273.562500 Penalty: 4433.967285
	Iteration 77Q: 3 clusters Score -707273.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -707279.250000 Penalty: 4433.967285
	Iteration 78Q: 3 clusters Score -707279.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -707282.750000 Penalty: 4433.967285
	Iteration 79Q: 3 clusters Score -707282.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -707283.937500 Penalty: 4433.967285
	Iteration 80F: 3 clusters Score -707283.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -707286.750000 Penalty: 4433.967285
	Iteration 81Q: 3 clusters Score -707286.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -707288.687500 Penalty: 4433.967285
	Iteration 82Q: 3 clusters Score -707288.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -707291.750000 Penalty: 4433.967285
	Iteration 83Q: 3 clusters Score -707291.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -707293.625000 Penalty: 4433.967285
	Iteration 84Q: 3 clusters Score -707293.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -707298.250000 Penalty: 4433.967285
	Iteration 85Q: 3 clusters Score -707298.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -707302.125000 Penalty: 4433.967285
	Iteration 86Q: 3 clusters Score -707302.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -707307.750000 Penalty: 4433.967285
	Iteration 87Q: 3 clusters Score -707307.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -707313.437500 Penalty: 4433.967285
	Iteration 88Q: 3 clusters Score -707313.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -707321.375000 Penalty: 4433.967285
	Iteration 89Q: 3 clusters Score -707321.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -707327.375000 Penalty: 4433.967285
	Iteration 90Q: 3 clusters Score -707327.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -707337.062500 Penalty: 4433.967285
	Iteration 91Q: 3 clusters Score -707337.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -707348.062500 Penalty: 4433.967285
	Iteration 92Q: 3 clusters Score -707348.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -707362.187500 Penalty: 4433.967285
	Iteration 93Q: 3 clusters Score -707362.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -707369.812500 Penalty: 4433.967285
	Iteration 94Q: 3 clusters Score -707369.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -707379.375000 Penalty: 4433.967285
	Iteration 95Q: 3 clusters Score -707379.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -707388.562500 Penalty: 4433.967285
	Iteration 96Q: 3 clusters Score -707388.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -707397.187500 Penalty: 4433.967285
	Iteration 97Q: 3 clusters Score -707397.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -707403.312500 Penalty: 4433.967285
	Iteration 98Q: 3 clusters Score -707403.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -707409.687500 Penalty: 4433.967285
	Iteration 99Q: 3 clusters Score -707409.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -707417.875000 Penalty: 4433.967285
	Iteration 100F: 3 clusters Score -707417.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -707427.687500 Penalty: 4433.967285
	Iteration 101Q: 3 clusters Score -707427.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -707432.875000 Penalty: 4433.967285
	Iteration 102Q: 3 clusters Score -707432.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -707436.437500 Penalty: 4433.967285
	Iteration 103Q: 3 clusters Score -707436.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -707439.187500 Penalty: 4433.967285
	Iteration 104Q: 3 clusters Score -707439.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -707439.937500 Penalty: 4433.967285
	Iteration 105Q: 3 clusters Score -707439.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -707440.875000 Penalty: 4433.967285
	Iteration 106Q: 3 clusters Score -707440.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -707441.312500 Penalty: 4433.967285
	Iteration 107Q: 3 clusters Score -707441.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -707441.125000 Penalty: 4433.967285
	Iteration 108Q: 3 clusters Score -707441.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -707441.125000 Penalty: 4433.967285
	Iteration 109F: 3 clusters Score -707441.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Entering Unmasked Estep 
Score: -523231.687500 Penalty: 2163.684082
	Iteration 0F: 2 clusters Score -523231.7 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 3079 members 
Entering Unmasked Estep 
Score: -518021.718750 Penalty: 4327.368164
	Iteration 0F: 3 clusters Score -518021.7 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -519674.562500 Penalty: 4327.368164
	Iteration 1F: 3 clusters Score -519674.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -520141.343750 Penalty: 4327.368164
	Iteration 2F: 3 clusters Score -520141.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -520509.000000 Penalty: 4327.368164
	Iteration 3F: 3 clusters Score -520509 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -520807.000000 Penalty: 4327.368164
	Iteration 4F: 3 clusters Score -520807 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -521124.187500 Penalty: 4327.368164
	Iteration 5F: 3 clusters Score -521124.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -521410.781250 Penalty: 4327.368164
	Iteration 6F: 3 clusters Score -521410.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -521628.406250 Penalty: 4327.368164
	Iteration 7Q: 3 clusters Score -521628.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -521842.500000 Penalty: 4327.368164
	Iteration 8Q: 3 clusters Score -521842.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -522059.531250 Penalty: 4327.368164
	Iteration 9Q: 3 clusters Score -522059.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -522319.031250 Penalty: 4327.368164
	Iteration 10Q: 3 clusters Score -522319 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -522688.000000 Penalty: 4327.368164
	Iteration 11Q: 3 clusters Score -522688 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -523107.343750 Penalty: 4327.368164
	Iteration 12Q: 3 clusters Score -523107.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -523474.968750 Penalty: 4327.368164
	Iteration 13Q: 3 clusters Score -523475 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -523643.156250 Penalty: 4327.368164
	Iteration 14Q: 3 clusters Score -523643.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -523700.281250 Penalty: 4327.368164
	Iteration 15Q: 3 clusters Score -523700.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -523728.937500 Penalty: 4327.368164
	Iteration 16Q: 3 clusters Score -523728.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -523752.500000 Penalty: 4327.368164
	Iteration 17Q: 3 clusters Score -523752.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -523772.281250 Penalty: 4327.368164
	Iteration 18Q: 3 clusters Score -523772.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -523797.031250 Penalty: 4327.368164
	Iteration 19Q: 3 clusters Score -523797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -523813.906250 Penalty: 4327.368164
	Iteration 20F: 3 clusters Score -523813.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -523832.093750 Penalty: 4327.368164
	Iteration 21Q: 3 clusters Score -523832.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -523862.625000 Penalty: 4327.368164
	Iteration 22Q: 3 clusters Score -523862.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -523912.781250 Penalty: 4327.368164
	Iteration 23Q: 3 clusters Score -523912.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -523941.718750 Penalty: 4327.368164
	Iteration 24Q: 3 clusters Score -523941.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -523960.250000 Penalty: 4327.368164
	Iteration 25Q: 3 clusters Score -523960.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -523978.437500 Penalty: 4327.368164
	Iteration 26Q: 3 clusters Score -523978.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -523989.406250 Penalty: 4327.368164
	Iteration 27Q: 3 clusters Score -523989.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -523997.375000 Penalty: 4327.368164
	Iteration 28Q: 3 clusters Score -523997.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -524004.781250 Penalty: 4327.368164
	Iteration 29Q: 3 clusters Score -524004.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -524008.343750 Penalty: 4327.368164
	Iteration 30Q: 3 clusters Score -524008.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -524013.062500 Penalty: 4327.368164
	Iteration 31Q: 3 clusters Score -524013.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -524016.843750 Penalty: 4327.368164
	Iteration 32Q: 3 clusters Score -524016.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -524020.000000 Penalty: 4327.368164
	Iteration 33Q: 3 clusters Score -524020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -524021.343750 Penalty: 4327.368164
	Iteration 34Q: 3 clusters Score -524021.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -524023.062500 Penalty: 4327.368164
	Iteration 35Q: 3 clusters Score -524023.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -524023.562500 Penalty: 4327.368164
	Iteration 36Q: 3 clusters Score -524023.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -524024.593750 Penalty: 4327.368164
	Iteration 37Q: 3 clusters Score -524024.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -524025.937500 Penalty: 4327.368164
	Iteration 38Q: 3 clusters Score -524025.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -524028.125000 Penalty: 4327.368164
	Iteration 39Q: 3 clusters Score -524028.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -524031.250000 Penalty: 4327.368164
	Iteration 40F: 3 clusters Score -524031.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -524033.187500 Penalty: 4327.368164
	Iteration 41Q: 3 clusters Score -524033.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -524037.625000 Penalty: 4327.368164
	Iteration 42Q: 3 clusters Score -524037.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -524040.687500 Penalty: 4327.368164
	Iteration 43Q: 3 clusters Score -524040.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -524043.562500 Penalty: 4327.368164
	Iteration 44Q: 3 clusters Score -524043.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -524044.750000 Penalty: 4327.368164
	Iteration 45Q: 3 clusters Score -524044.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -524047.156250 Penalty: 4327.368164
	Iteration 46Q: 3 clusters Score -524047.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -524047.781250 Penalty: 4327.368164
	Iteration 47Q: 3 clusters Score -524047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -524048.687500 Penalty: 4327.368164
	Iteration 48Q: 3 clusters Score -524048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -524050.781250 Penalty: 4327.368164
	Iteration 49Q: 3 clusters Score -524050.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -524052.687500 Penalty: 4327.368164
	Iteration 50Q: 3 clusters Score -524052.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -524055.593750 Penalty: 4327.368164
	Iteration 51Q: 3 clusters Score -524055.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -524055.406250 Penalty: 4327.368164
	Iteration 52Q: 3 clusters Score -524055.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -524056.218750 Penalty: 4327.368164
	Iteration 53Q: 3 clusters Score -524056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -524056.125000 Penalty: 4327.368164
	Iteration 54Q: 3 clusters Score -524056.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -524056.062500 Penalty: 4327.368164
	Iteration 55Q: 3 clusters Score -524056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -524056.218750 Penalty: 4327.368164
	Iteration 56Q: 3 clusters Score -524056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -524057.000000 Penalty: 4327.368164
	Iteration 57Q: 3 clusters Score -524057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -524057.718750 Penalty: 4327.368164
	Iteration 58Q: 3 clusters Score -524057.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -524057.718750 Penalty: 4327.368164
	Iteration 59F: 3 clusters Score -524057.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124353 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 14657 members 
Mstep: Class 4 contains 12682 members 
Mstep: Class 5 contains 16706 members 
Mstep: Class 6 contains 220025 members 
Mstep: Class 7 contains 224920 members 
Mstep: Class 8 contains 65728 members 
Mstep: Class 9 contains 26203 members 
Mstep: Class 10 contains 7421 members 
Mstep: Class 11 contains 10820 members 
Mstep: Class 12 contains 73928 members 
Mstep: Class 13 contains 10443 members 
Mstep: Class 14 contains 223210 members 
Mstep: Class 15 contains 13715 members 
Mstep: Class 16 contains 223951 members 
Mstep: Class 17 contains 6428 members 
Mstep: Class 18 contains 6132 members 
Mstep: Class 19 contains 83761 members 
Mstep: Class 20 contains 24780 members 
Mstep: Class 21 contains 5159 members 
Mstep: Class 22 contains 7627 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 23364 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 6857 members 
Mstep: Class 28 contains 15823 members 
Mstep: Class 29 contains 9921 members 
Mstep: Class 30 contains 19491 members 
Mstep: Class 31 contains 103792 members 
Mstep: Class 32 contains 6043 members 
Mstep: Class 33 contains 59841 members 
Mstep: Class 34 contains 3013 members 
Entering Unmasked Estep 
Score: -157637296.000000 Penalty: 120826.726562
Splitting cluster 23 changes total score from -157510928.000000 to -157637296.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 24 (23364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Entering Unmasked Estep 
Score: -2249080.250000 Penalty: 2494.619873
	Iteration 0F: 2 clusters Score -2249080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2232792.000000 Penalty: 4989.239746
	Iteration 0F: 3 clusters Score -2232792 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2238396.750000 Penalty: 4989.239746
	Iteration 1F: 3 clusters Score -2238397 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2238847.250000 Penalty: 4989.239746
	Iteration 2F: 3 clusters Score -2238847 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2239246.500000 Penalty: 4989.239746
	Iteration 3Q: 3 clusters Score -2239246 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2239669.750000 Penalty: 4989.239746
	Iteration 4Q: 3 clusters Score -2239670 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2240215.500000 Penalty: 4989.239746
	Iteration 5Q: 3 clusters Score -2240216 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2240973.000000 Penalty: 4989.239746
	Iteration 6Q: 3 clusters Score -2240973 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2241901.750000 Penalty: 4989.239746
	Iteration 7F: 3 clusters Score -2241902 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2243047.750000 Penalty: 4989.239746
	Iteration 8F: 3 clusters Score -2243048 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2244220.000000 Penalty: 4989.239746
	Iteration 9F: 3 clusters Score -2244220 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2245344.250000 Penalty: 4989.239746
	Iteration 10F: 3 clusters Score -2245344 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2246330.000000 Penalty: 4989.239746
	Iteration 11F: 3 clusters Score -2246330 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2247115.750000 Penalty: 4989.239746
	Iteration 12Q: 3 clusters Score -2247116 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2247729.750000 Penalty: 4989.239746
	Iteration 13Q: 3 clusters Score -2247730 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2248152.000000 Penalty: 4989.239746
	Iteration 14Q: 3 clusters Score -2248152 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2248429.500000 Penalty: 4989.239746
	Iteration 15Q: 3 clusters Score -2248430 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2248596.250000 Penalty: 4989.239746
	Iteration 16Q: 3 clusters Score -2248596 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2248726.750000 Penalty: 4989.239746
	Iteration 17Q: 3 clusters Score -2248727 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2248847.000000 Penalty: 4989.239746
	Iteration 18Q: 3 clusters Score -2248847 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2248965.500000 Penalty: 4989.239746
	Iteration 19Q: 3 clusters Score -2248966 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2249059.500000 Penalty: 4989.239746
	Iteration 20F: 3 clusters Score -2249060 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2249140.500000 Penalty: 4989.239746
	Iteration 21Q: 3 clusters Score -2249140 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2249225.250000 Penalty: 4989.239746
	Iteration 22Q: 3 clusters Score -2249225 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2249289.000000 Penalty: 4989.239746
	Iteration 23Q: 3 clusters Score -2249289 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2249360.750000 Penalty: 4989.239746
	Iteration 24Q: 3 clusters Score -2249361 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2249443.250000 Penalty: 4989.239746
	Iteration 25Q: 3 clusters Score -2249443 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2249514.750000 Penalty: 4989.239746
	Iteration 26Q: 3 clusters Score -2249515 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2249600.000000 Penalty: 4989.239746
	Iteration 27Q: 3 clusters Score -2249600 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2249669.000000 Penalty: 4989.239746
	Iteration 28Q: 3 clusters Score -2249669 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2249756.500000 Penalty: 4989.239746
	Iteration 29Q: 3 clusters Score -2249756 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2249855.250000 Penalty: 4989.239746
	Iteration 30Q: 3 clusters Score -2249855 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2249953.750000 Penalty: 4989.239746
	Iteration 31Q: 3 clusters Score -2249954 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2250039.250000 Penalty: 4989.239746
	Iteration 32Q: 3 clusters Score -2250039 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2250125.250000 Penalty: 4989.239746
	Iteration 33Q: 3 clusters Score -2250125 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2250223.250000 Penalty: 4989.239746
	Iteration 34Q: 3 clusters Score -2250223 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2250313.250000 Penalty: 4989.239746
	Iteration 35Q: 3 clusters Score -2250313 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2250422.500000 Penalty: 4989.239746
	Iteration 36Q: 3 clusters Score -2250422 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2250519.250000 Penalty: 4989.239746
	Iteration 37Q: 3 clusters Score -2250519 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2250620.750000 Penalty: 4989.239746
	Iteration 38Q: 3 clusters Score -2250621 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2250696.500000 Penalty: 4989.239746
	Iteration 39Q: 3 clusters Score -2250696 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2250735.750000 Penalty: 4989.239746
	Iteration 40F: 3 clusters Score -2250736 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2250774.750000 Penalty: 4989.239746
	Iteration 41Q: 3 clusters Score -2250775 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2250805.750000 Penalty: 4989.239746
	Iteration 42Q: 3 clusters Score -2250806 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2250825.000000 Penalty: 4989.239746
	Iteration 43Q: 3 clusters Score -2250825 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2250844.750000 Penalty: 4989.239746
	Iteration 44Q: 3 clusters Score -2250845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2250851.000000 Penalty: 4989.239746
	Iteration 45Q: 3 clusters Score -2250851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2250858.750000 Penalty: 4989.239746
	Iteration 46Q: 3 clusters Score -2250859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2250860.000000 Penalty: 4989.239746
	Iteration 47Q: 3 clusters Score -2250860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2250865.250000 Penalty: 4989.239746
	Iteration 48Q: 3 clusters Score -2250865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2250872.250000 Penalty: 4989.239746
	Iteration 49Q: 3 clusters Score -2250872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2250872.750000 Penalty: 4989.239746
	Iteration 50Q: 3 clusters Score -2250873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2250871.250000 Penalty: 4989.239746
	Iteration 51Q: 3 clusters Score -2250871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2250878.500000 Penalty: 4989.239746
	Iteration 52Q: 3 clusters Score -2250878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2250884.000000 Penalty: 4989.239746
	Iteration 53Q: 3 clusters Score -2250884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2250887.500000 Penalty: 4989.239746
	Iteration 54Q: 3 clusters Score -2250888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2250890.250000 Penalty: 4989.239746
	Iteration 55Q: 3 clusters Score -2250890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2250895.000000 Penalty: 4989.239746
	Iteration 56Q: 3 clusters Score -2250895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2250894.500000 Penalty: 4989.239746
	Iteration 57Q: 3 clusters Score -2250894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2250897.000000 Penalty: 4989.239746
	Iteration 58Q: 3 clusters Score -2250897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2250897.250000 Penalty: 4989.239746
	Iteration 59Q: 3 clusters Score -2250897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2250900.000000 Penalty: 4989.239746
	Iteration 60F: 3 clusters Score -2250900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2250898.250000 Penalty: 4989.239746
	Iteration 61Q: 3 clusters Score -2250898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2250895.250000 Penalty: 4989.239746
	Iteration 62Q: 3 clusters Score -2250895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2250899.000000 Penalty: 4989.239746
	Iteration 63Q: 3 clusters Score -2250899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2250898.250000 Penalty: 4989.239746
	Iteration 64Q: 3 clusters Score -2250898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2250901.750000 Penalty: 4989.239746
	Iteration 65Q: 3 clusters Score -2250902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2250904.000000 Penalty: 4989.239746
	Iteration 66Q: 3 clusters Score -2250904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2250902.750000 Penalty: 4989.239746
	Iteration 67Q: 3 clusters Score -2250903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2250902.750000 Penalty: 4989.239746
	Iteration 68Q: 3 clusters Score -2250903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2250901.750000 Penalty: 4989.239746
	Iteration 69Q: 3 clusters Score -2250902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2250902.250000 Penalty: 4989.239746
	Iteration 70Q: 3 clusters Score -2250902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2250902.250000 Penalty: 4989.239746
	Iteration 71F: 3 clusters Score -2250902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124353 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 14657 members 
Mstep: Class 4 contains 12682 members 
Mstep: Class 5 contains 16706 members 
Mstep: Class 6 contains 220025 members 
Mstep: Class 7 contains 224920 members 
Mstep: Class 8 contains 65728 members 
Mstep: Class 9 contains 26203 members 
Mstep: Class 10 contains 7421 members 
Mstep: Class 11 contains 10820 members 
Mstep: Class 12 contains 73928 members 
Mstep: Class 13 contains 10443 members 
Mstep: Class 14 contains 223210 members 
Mstep: Class 15 contains 13715 members 
Mstep: Class 16 contains 223951 members 
Mstep: Class 17 contains 6428 members 
Mstep: Class 18 contains 6132 members 
Mstep: Class 19 contains 83761 members 
Mstep: Class 20 contains 24780 members 
Mstep: Class 21 contains 5159 members 
Mstep: Class 22 contains 7627 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 19295 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 6857 members 
Mstep: Class 28 contains 15823 members 
Mstep: Class 29 contains 9921 members 
Mstep: Class 30 contains 19491 members 
Mstep: Class 31 contains 103792 members 
Mstep: Class 32 contains 6043 members 
Mstep: Class 33 contains 59841 members 
Mstep: Class 34 contains 3013 members 
Mstep: Class 35 contains 4069 members 
Entering Unmasked Estep 
Score: -157637552.000000 Penalty: 124380.453125
Splitting cluster 24 changes total score from -157510928.000000 to -157637552.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 25 (6702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Entering Unmasked Estep 
Score: -651483.125000 Penalty: 2184.920166
	Iteration 0F: 2 clusters Score -651483.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -645904.187500 Penalty: 4369.840332
	Iteration 0F: 3 clusters Score -645904.2 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -647346.625000 Penalty: 4369.840332
	Iteration 1F: 3 clusters Score -647346.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -647559.375000 Penalty: 4369.840332
	Iteration 2F: 3 clusters Score -647559.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -647702.812500 Penalty: 4369.840332
	Iteration 3Q: 3 clusters Score -647702.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -647811.250000 Penalty: 4369.840332
	Iteration 4Q: 3 clusters Score -647811.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -647916.000000 Penalty: 4369.840332
	Iteration 5Q: 3 clusters Score -647916 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -648035.062500 Penalty: 4369.840332
	Iteration 6Q: 3 clusters Score -648035.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -648157.875000 Penalty: 4369.840332
	Iteration 7Q: 3 clusters Score -648157.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -648306.437500 Penalty: 4369.840332
	Iteration 8Q: 3 clusters Score -648306.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -648446.437500 Penalty: 4369.840332
	Iteration 9Q: 3 clusters Score -648446.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -648599.000000 Penalty: 4369.840332
	Iteration 10Q: 3 clusters Score -648599 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -648746.562500 Penalty: 4369.840332
	Iteration 11Q: 3 clusters Score -648746.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -648883.625000 Penalty: 4369.840332
	Iteration 12Q: 3 clusters Score -648883.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -649010.625000 Penalty: 4369.840332
	Iteration 13Q: 3 clusters Score -649010.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -649103.250000 Penalty: 4369.840332
	Iteration 14Q: 3 clusters Score -649103.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -649191.812500 Penalty: 4369.840332
	Iteration 15Q: 3 clusters Score -649191.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -649264.250000 Penalty: 4369.840332
	Iteration 16Q: 3 clusters Score -649264.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -649318.250000 Penalty: 4369.840332
	Iteration 17Q: 3 clusters Score -649318.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -649356.187500 Penalty: 4369.840332
	Iteration 18Q: 3 clusters Score -649356.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -649386.937500 Penalty: 4369.840332
	Iteration 19Q: 3 clusters Score -649386.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -649422.687500 Penalty: 4369.840332
	Iteration 20F: 3 clusters Score -649422.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -649460.000000 Penalty: 4369.840332
	Iteration 21Q: 3 clusters Score -649460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -649491.125000 Penalty: 4369.840332
	Iteration 22Q: 3 clusters Score -649491.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -649512.375000 Penalty: 4369.840332
	Iteration 23Q: 3 clusters Score -649512.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -649525.187500 Penalty: 4369.840332
	Iteration 24Q: 3 clusters Score -649525.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -649535.562500 Penalty: 4369.840332
	Iteration 25Q: 3 clusters Score -649535.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -649543.687500 Penalty: 4369.840332
	Iteration 26Q: 3 clusters Score -649543.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -649548.062500 Penalty: 4369.840332
	Iteration 27Q: 3 clusters Score -649548.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -649552.312500 Penalty: 4369.840332
	Iteration 28Q: 3 clusters Score -649552.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -649558.937500 Penalty: 4369.840332
	Iteration 29Q: 3 clusters Score -649558.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -649562.375000 Penalty: 4369.840332
	Iteration 30Q: 3 clusters Score -649562.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -649565.312500 Penalty: 4369.840332
	Iteration 31Q: 3 clusters Score -649565.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -649567.625000 Penalty: 4369.840332
	Iteration 32Q: 3 clusters Score -649567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -649570.062500 Penalty: 4369.840332
	Iteration 33Q: 3 clusters Score -649570.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -649570.937500 Penalty: 4369.840332
	Iteration 34Q: 3 clusters Score -649570.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -649572.500000 Penalty: 4369.840332
	Iteration 35Q: 3 clusters Score -649572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -649576.687500 Penalty: 4369.840332
	Iteration 36Q: 3 clusters Score -649576.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -649578.750000 Penalty: 4369.840332
	Iteration 37Q: 3 clusters Score -649578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -649582.750000 Penalty: 4369.840332
	Iteration 38Q: 3 clusters Score -649582.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -649584.375000 Penalty: 4369.840332
	Iteration 39Q: 3 clusters Score -649584.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -649594.562500 Penalty: 4369.840332
	Iteration 40F: 3 clusters Score -649594.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -649598.562500 Penalty: 4369.840332
	Iteration 41Q: 3 clusters Score -649598.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -649605.687500 Penalty: 4369.840332
	Iteration 42Q: 3 clusters Score -649605.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -649611.687500 Penalty: 4369.840332
	Iteration 43Q: 3 clusters Score -649611.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -649615.187500 Penalty: 4369.840332
	Iteration 44Q: 3 clusters Score -649615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -649617.312500 Penalty: 4369.840332
	Iteration 45Q: 3 clusters Score -649617.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -649619.437500 Penalty: 4369.840332
	Iteration 46Q: 3 clusters Score -649619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -649623.687500 Penalty: 4369.840332
	Iteration 47Q: 3 clusters Score -649623.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -649627.937500 Penalty: 4369.840332
	Iteration 48Q: 3 clusters Score -649627.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -649629.562500 Penalty: 4369.840332
	Iteration 49Q: 3 clusters Score -649629.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -649629.562500 Penalty: 4369.840332
	Iteration 50F: 3 clusters Score -649629.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Entering Unmasked Estep 
Score: -721452.187500 Penalty: 2217.795166
	Iteration 0F: 2 clusters Score -721452.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -715303.250000 Penalty: 4435.590332
	Iteration 0F: 3 clusters Score -715303.2 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -716904.187500 Penalty: 4435.590332
	Iteration 1F: 3 clusters Score -716904.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -717146.625000 Penalty: 4435.590332
	Iteration 2F: 3 clusters Score -717146.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -717291.812500 Penalty: 4435.590332
	Iteration 3Q: 3 clusters Score -717291.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -717412.625000 Penalty: 4435.590332
	Iteration 4Q: 3 clusters Score -717412.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -717537.375000 Penalty: 4435.590332
	Iteration 5Q: 3 clusters Score -717537.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -717637.625000 Penalty: 4435.590332
	Iteration 6Q: 3 clusters Score -717637.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -717741.500000 Penalty: 4435.590332
	Iteration 7Q: 3 clusters Score -717741.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -717844.812500 Penalty: 4435.590332
	Iteration 8Q: 3 clusters Score -717844.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -717968.500000 Penalty: 4435.590332
	Iteration 9Q: 3 clusters Score -717968.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -718102.750000 Penalty: 4435.590332
	Iteration 10Q: 3 clusters Score -718102.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -718261.937500 Penalty: 4435.590332
	Iteration 11Q: 3 clusters Score -718261.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -718431.187500 Penalty: 4435.590332
	Iteration 12Q: 3 clusters Score -718431.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -718593.187500 Penalty: 4435.590332
	Iteration 13Q: 3 clusters Score -718593.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -718735.375000 Penalty: 4435.590332
	Iteration 14Q: 3 clusters Score -718735.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -718875.875000 Penalty: 4435.590332
	Iteration 15Q: 3 clusters Score -718875.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -719006.625000 Penalty: 4435.590332
	Iteration 16Q: 3 clusters Score -719006.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -719135.812500 Penalty: 4435.590332
	Iteration 17Q: 3 clusters Score -719135.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -719258.562500 Penalty: 4435.590332
	Iteration 18Q: 3 clusters Score -719258.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -719339.187500 Penalty: 4435.590332
	Iteration 19Q: 3 clusters Score -719339.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -719410.875000 Penalty: 4435.590332
	Iteration 20F: 3 clusters Score -719410.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -719471.937500 Penalty: 4435.590332
	Iteration 21Q: 3 clusters Score -719471.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -719515.625000 Penalty: 4435.590332
	Iteration 22Q: 3 clusters Score -719515.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -719551.937500 Penalty: 4435.590332
	Iteration 23Q: 3 clusters Score -719551.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -719582.250000 Penalty: 4435.590332
	Iteration 24Q: 3 clusters Score -719582.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -719606.625000 Penalty: 4435.590332
	Iteration 25Q: 3 clusters Score -719606.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -719629.562500 Penalty: 4435.590332
	Iteration 26Q: 3 clusters Score -719629.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -719640.812500 Penalty: 4435.590332
	Iteration 27Q: 3 clusters Score -719640.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -719651.875000 Penalty: 4435.590332
	Iteration 28Q: 3 clusters Score -719651.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -719655.125000 Penalty: 4435.590332
	Iteration 29Q: 3 clusters Score -719655.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -719660.625000 Penalty: 4435.590332
	Iteration 30Q: 3 clusters Score -719660.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -719664.000000 Penalty: 4435.590332
	Iteration 31Q: 3 clusters Score -719664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -719667.500000 Penalty: 4435.590332
	Iteration 32Q: 3 clusters Score -719667.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -719668.312500 Penalty: 4435.590332
	Iteration 33Q: 3 clusters Score -719668.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -719668.312500 Penalty: 4435.590332
	Iteration 34F: 3 clusters Score -719668.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Entering Unmasked Estep 
Score: -639266.875000 Penalty: 2190.590088
	Iteration 0F: 2 clusters Score -639266.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -633609.125000 Penalty: 4381.180176
	Iteration 0F: 3 clusters Score -633609.1 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -635110.625000 Penalty: 4381.180176
	Iteration 1F: 3 clusters Score -635110.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -635335.812500 Penalty: 4381.180176
	Iteration 2F: 3 clusters Score -635335.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -635471.312500 Penalty: 4381.180176
	Iteration 3Q: 3 clusters Score -635471.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -635581.312500 Penalty: 4381.180176
	Iteration 4Q: 3 clusters Score -635581.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -635661.187500 Penalty: 4381.180176
	Iteration 5Q: 3 clusters Score -635661.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -635732.500000 Penalty: 4381.180176
	Iteration 6Q: 3 clusters Score -635732.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -635792.437500 Penalty: 4381.180176
	Iteration 7Q: 3 clusters Score -635792.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -635837.562500 Penalty: 4381.180176
	Iteration 8Q: 3 clusters Score -635837.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -635870.437500 Penalty: 4381.180176
	Iteration 9Q: 3 clusters Score -635870.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -635903.875000 Penalty: 4381.180176
	Iteration 10Q: 3 clusters Score -635903.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -635947.312500 Penalty: 4381.180176
	Iteration 11Q: 3 clusters Score -635947.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -635994.812500 Penalty: 4381.180176
	Iteration 12Q: 3 clusters Score -635994.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -636052.062500 Penalty: 4381.180176
	Iteration 13Q: 3 clusters Score -636052.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -636124.562500 Penalty: 4381.180176
	Iteration 14Q: 3 clusters Score -636124.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -636213.562500 Penalty: 4381.180176
	Iteration 15Q: 3 clusters Score -636213.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -636355.500000 Penalty: 4381.180176
	Iteration 16Q: 3 clusters Score -636355.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -636591.000000 Penalty: 4381.180176
	Iteration 17Q: 3 clusters Score -636591 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -636949.937500 Penalty: 4381.180176
	Iteration 18Q: 3 clusters Score -636949.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -637610.062500 Penalty: 4381.180176
	Iteration 19F: 3 clusters Score -637610.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -638646.812500 Penalty: 4381.180176
	Iteration 20F: 3 clusters Score -638646.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -639360.687500 Penalty: 4381.180176
	Iteration 21F: 3 clusters Score -639360.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -639730.375000 Penalty: 4381.180176
	Iteration 22Q: 3 clusters Score -639730.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -639841.125000 Penalty: 4381.180176
	Iteration 23Q: 3 clusters Score -639841.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -639886.125000 Penalty: 4381.180176
	Iteration 24Q: 3 clusters Score -639886.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -639898.062500 Penalty: 4381.180176
	Iteration 25Q: 3 clusters Score -639898.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -639903.937500 Penalty: 4381.180176
	Iteration 26Q: 3 clusters Score -639903.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -639906.125000 Penalty: 4381.180176
	Iteration 27Q: 3 clusters Score -639906.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -639909.875000 Penalty: 4381.180176
	Iteration 28Q: 3 clusters Score -639909.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -639909.500000 Penalty: 4381.180176
	Iteration 29Q: 3 clusters Score -639909.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -639910.312500 Penalty: 4381.180176
	Iteration 30Q: 3 clusters Score -639910.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -639910.375000 Penalty: 4381.180176
	Iteration 31Q: 3 clusters Score -639910.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -639911.000000 Penalty: 4381.180176
	Iteration 32Q: 3 clusters Score -639911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -639911.000000 Penalty: 4381.180176
	Iteration 33F: 3 clusters Score -639911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124353 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 14657 members 
Mstep: Class 4 contains 12682 members 
Mstep: Class 5 contains 16706 members 
Mstep: Class 6 contains 220025 members 
Mstep: Class 7 contains 224920 members 
Mstep: Class 8 contains 65728 members 
Mstep: Class 9 contains 26203 members 
Mstep: Class 10 contains 7421 members 
Mstep: Class 11 contains 10820 members 
Mstep: Class 12 contains 73928 members 
Mstep: Class 13 contains 10443 members 
Mstep: Class 14 contains 223210 members 
Mstep: Class 15 contains 13715 members 
Mstep: Class 16 contains 223951 members 
Mstep: Class 17 contains 6428 members 
Mstep: Class 18 contains 6132 members 
Mstep: Class 19 contains 83761 members 
Mstep: Class 20 contains 24780 members 
Mstep: Class 21 contains 5159 members 
Mstep: Class 22 contains 7627 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 19295 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 15823 members 
Mstep: Class 29 contains 9921 members 
Mstep: Class 30 contains 19491 members 
Mstep: Class 31 contains 103792 members 
Mstep: Class 32 contains 6043 members 
Mstep: Class 33 contains 59841 members 
Mstep: Class 34 contains 3013 members 
Mstep: Class 35 contains 4069 members 
Mstep: Class 36 contains 4729 members 
Entering Unmasked Estep 
Score: -157637248.000000 Penalty: 127934.179688
Splitting cluster 27 changes total score from -157510928.000000 to -157637248.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 28 (15823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Entering Unmasked Estep 
Score: -1541747.625000 Penalty: 2397.966553
	Iteration 0F: 2 clusters Score -1541748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1530326.375000 Penalty: 4795.933105
	Iteration 0F: 3 clusters Score -1530326 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1534079.000000 Penalty: 4795.933105
	Iteration 1F: 3 clusters Score -1534079 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1534467.625000 Penalty: 4795.933105
	Iteration 2F: 3 clusters Score -1534468 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1534765.375000 Penalty: 4795.933105
	Iteration 3Q: 3 clusters Score -1534765 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1535059.500000 Penalty: 4795.933105
	Iteration 4Q: 3 clusters Score -1535060 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1535404.250000 Penalty: 4795.933105
	Iteration 5Q: 3 clusters Score -1535404 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1535777.625000 Penalty: 4795.933105
	Iteration 6Q: 3 clusters Score -1535778 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1536260.750000 Penalty: 4795.933105
	Iteration 7Q: 3 clusters Score -1536261 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1536925.375000 Penalty: 4795.933105
	Iteration 8Q: 3 clusters Score -1536925 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1537744.000000 Penalty: 4795.933105
	Iteration 9F: 3 clusters Score -1537744 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1538563.250000 Penalty: 4795.933105
	Iteration 10F: 3 clusters Score -1538563 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1539209.875000 Penalty: 4795.933105
	Iteration 11Q: 3 clusters Score -1539210 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1539660.375000 Penalty: 4795.933105
	Iteration 12Q: 3 clusters Score -1539660 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1539961.250000 Penalty: 4795.933105
	Iteration 13Q: 3 clusters Score -1539961 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1540206.875000 Penalty: 4795.933105
	Iteration 14Q: 3 clusters Score -1540207 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1540381.750000 Penalty: 4795.933105
	Iteration 15Q: 3 clusters Score -1540382 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1540567.750000 Penalty: 4795.933105
	Iteration 16Q: 3 clusters Score -1540568 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1540745.125000 Penalty: 4795.933105
	Iteration 17Q: 3 clusters Score -1540745 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1540925.000000 Penalty: 4795.933105
	Iteration 18Q: 3 clusters Score -1540925 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1541097.000000 Penalty: 4795.933105
	Iteration 19Q: 3 clusters Score -1541097 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1541259.250000 Penalty: 4795.933105
	Iteration 20F: 3 clusters Score -1541259 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1541412.000000 Penalty: 4795.933105
	Iteration 21Q: 3 clusters Score -1541412 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1541473.750000 Penalty: 4795.933105
	Iteration 22Q: 3 clusters Score -1541474 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1541515.125000 Penalty: 4795.933105
	Iteration 23Q: 3 clusters Score -1541515 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1541533.375000 Penalty: 4795.933105
	Iteration 24Q: 3 clusters Score -1541533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1541547.875000 Penalty: 4795.933105
	Iteration 25Q: 3 clusters Score -1541548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1541553.375000 Penalty: 4795.933105
	Iteration 26Q: 3 clusters Score -1541553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1541552.375000 Penalty: 4795.933105
	Iteration 27Q: 3 clusters Score -1541552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1541549.375000 Penalty: 4795.933105
	Iteration 28Q: 3 clusters Score -1541549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1541550.375000 Penalty: 4795.933105
	Iteration 29Q: 3 clusters Score -1541550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1541554.250000 Penalty: 4795.933105
	Iteration 30Q: 3 clusters Score -1541554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1541557.750000 Penalty: 4795.933105
	Iteration 31Q: 3 clusters Score -1541558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1541555.500000 Penalty: 4795.933105
	Iteration 32Q: 3 clusters Score -1541556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1541556.125000 Penalty: 4795.933105
	Iteration 33Q: 3 clusters Score -1541556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1541560.375000 Penalty: 4795.933105
	Iteration 34Q: 3 clusters Score -1541560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1541558.250000 Penalty: 4795.933105
	Iteration 35Q: 3 clusters Score -1541558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1541561.250000 Penalty: 4795.933105
	Iteration 36Q: 3 clusters Score -1541561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1541565.125000 Penalty: 4795.933105
	Iteration 37Q: 3 clusters Score -1541565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1541561.750000 Penalty: 4795.933105
	Iteration 38Q: 3 clusters Score -1541562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1541565.125000 Penalty: 4795.933105
	Iteration 39Q: 3 clusters Score -1541565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1541565.375000 Penalty: 4795.933105
	Iteration 40F: 3 clusters Score -1541565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1541566.000000 Penalty: 4795.933105
	Iteration 41Q: 3 clusters Score -1541566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1541568.000000 Penalty: 4795.933105
	Iteration 42Q: 3 clusters Score -1541568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1541565.875000 Penalty: 4795.933105
	Iteration 43Q: 3 clusters Score -1541566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1541565.500000 Penalty: 4795.933105
	Iteration 44Q: 3 clusters Score -1541566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1541565.500000 Penalty: 4795.933105
	Iteration 45F: 3 clusters Score -1541566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Entering Unmasked Estep 
Score: -914903.125000 Penalty: 2282.197266
	Iteration 0F: 2 clusters Score -914903.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -907282.062500 Penalty: 4564.394531
	Iteration 0F: 3 clusters Score -907282.1 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -909517.562500 Penalty: 4564.394531
	Iteration 1F: 3 clusters Score -909517.6 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -909989.187500 Penalty: 4564.394531
	Iteration 2F: 3 clusters Score -909989.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -910436.500000 Penalty: 4564.394531
	Iteration 3F: 3 clusters Score -910436.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -910872.125000 Penalty: 4564.394531
	Iteration 4F: 3 clusters Score -910872.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -911304.250000 Penalty: 4564.394531
	Iteration 5F: 3 clusters Score -911304.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -911713.000000 Penalty: 4564.394531
	Iteration 6F: 3 clusters Score -911713 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -912098.812500 Penalty: 4564.394531
	Iteration 7F: 3 clusters Score -912098.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -912455.687500 Penalty: 4564.394531
	Iteration 8F: 3 clusters Score -912455.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -912761.625000 Penalty: 4564.394531
	Iteration 9Q: 3 clusters Score -912761.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -912991.000000 Penalty: 4564.394531
	Iteration 10Q: 3 clusters Score -912991 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -913140.125000 Penalty: 4564.394531
	Iteration 11Q: 3 clusters Score -913140.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -913242.500000 Penalty: 4564.394531
	Iteration 12Q: 3 clusters Score -913242.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -913327.875000 Penalty: 4564.394531
	Iteration 13Q: 3 clusters Score -913327.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -913404.062500 Penalty: 4564.394531
	Iteration 14Q: 3 clusters Score -913404.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -913461.750000 Penalty: 4564.394531
	Iteration 15Q: 3 clusters Score -913461.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -913514.250000 Penalty: 4564.394531
	Iteration 16Q: 3 clusters Score -913514.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -913553.500000 Penalty: 4564.394531
	Iteration 17Q: 3 clusters Score -913553.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -913585.062500 Penalty: 4564.394531
	Iteration 18Q: 3 clusters Score -913585.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -913606.125000 Penalty: 4564.394531
	Iteration 19Q: 3 clusters Score -913606.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -913618.687500 Penalty: 4564.394531
	Iteration 20F: 3 clusters Score -913618.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -913643.500000 Penalty: 4564.394531
	Iteration 21Q: 3 clusters Score -913643.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -913677.062500 Penalty: 4564.394531
	Iteration 22Q: 3 clusters Score -913677.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -913704.062500 Penalty: 4564.394531
	Iteration 23Q: 3 clusters Score -913704.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -913753.125000 Penalty: 4564.394531
	Iteration 24Q: 3 clusters Score -913753.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -913836.500000 Penalty: 4564.394531
	Iteration 25Q: 3 clusters Score -913836.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -914004.687500 Penalty: 4564.394531
	Iteration 26Q: 3 clusters Score -914004.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -914141.312500 Penalty: 4564.394531
	Iteration 27Q: 3 clusters Score -914141.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -914245.250000 Penalty: 4564.394531
	Iteration 28Q: 3 clusters Score -914245.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -914291.875000 Penalty: 4564.394531
	Iteration 29Q: 3 clusters Score -914291.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -914319.000000 Penalty: 4564.394531
	Iteration 30Q: 3 clusters Score -914319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -914327.875000 Penalty: 4564.394531
	Iteration 31Q: 3 clusters Score -914327.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -914330.750000 Penalty: 4564.394531
	Iteration 32Q: 3 clusters Score -914330.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -914331.875000 Penalty: 4564.394531
	Iteration 33Q: 3 clusters Score -914331.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -914334.500000 Penalty: 4564.394531
	Iteration 34Q: 3 clusters Score -914334.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -914334.500000 Penalty: 4564.394531
	Iteration 35F: 3 clusters Score -914334.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Entering Unmasked Estep 
Score: -1917272.625000 Penalty: 2449.671631
	Iteration 0F: 2 clusters Score -1917273 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 9868 members 
Entering Unmasked Estep 
Score: -1903492.500000 Penalty: 4899.343262
	Iteration 0F: 3 clusters Score -1903492 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1908194.750000 Penalty: 4899.343262
	Iteration 1F: 3 clusters Score -1908195 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1908753.000000 Penalty: 4899.343262
	Iteration 2F: 3 clusters Score -1908753 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1909286.375000 Penalty: 4899.343262
	Iteration 3F: 3 clusters Score -1909286 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1909888.875000 Penalty: 4899.343262
	Iteration 4F: 3 clusters Score -1909889 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1910612.250000 Penalty: 4899.343262
	Iteration 5F: 3 clusters Score -1910612 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1911484.125000 Penalty: 4899.343262
	Iteration 6F: 3 clusters Score -1911484 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1912428.125000 Penalty: 4899.343262
	Iteration 7F: 3 clusters Score -1912428 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1913244.000000 Penalty: 4899.343262
	Iteration 8Q: 3 clusters Score -1913244 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -1913872.500000 Penalty: 4899.343262
	Iteration 9Q: 3 clusters Score -1913872 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1914278.000000 Penalty: 4899.343262
	Iteration 10Q: 3 clusters Score -1914278 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -1914535.125000 Penalty: 4899.343262
	Iteration 11Q: 3 clusters Score -1914535 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -1914697.250000 Penalty: 4899.343262
	Iteration 12Q: 3 clusters Score -1914697 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -1914818.250000 Penalty: 4899.343262
	Iteration 13Q: 3 clusters Score -1914818 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -1914893.375000 Penalty: 4899.343262
	Iteration 14Q: 3 clusters Score -1914893 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -1914937.375000 Penalty: 4899.343262
	Iteration 15Q: 3 clusters Score -1914937 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -1914975.125000 Penalty: 4899.343262
	Iteration 16Q: 3 clusters Score -1914975 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -1915004.625000 Penalty: 4899.343262
	Iteration 17Q: 3 clusters Score -1915005 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -1915021.875000 Penalty: 4899.343262
	Iteration 18Q: 3 clusters Score -1915022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -1915039.125000 Penalty: 4899.343262
	Iteration 19Q: 3 clusters Score -1915039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -1915058.500000 Penalty: 4899.343262
	Iteration 20F: 3 clusters Score -1915058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -1915080.375000 Penalty: 4899.343262
	Iteration 21Q: 3 clusters Score -1915080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1915104.125000 Penalty: 4899.343262
	Iteration 22Q: 3 clusters Score -1915104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1915110.875000 Penalty: 4899.343262
	Iteration 23Q: 3 clusters Score -1915111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -1915120.750000 Penalty: 4899.343262
	Iteration 24Q: 3 clusters Score -1915121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -1915123.000000 Penalty: 4899.343262
	Iteration 25Q: 3 clusters Score -1915123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -1915126.625000 Penalty: 4899.343262
	Iteration 26Q: 3 clusters Score -1915127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -1915126.750000 Penalty: 4899.343262
	Iteration 27Q: 3 clusters Score -1915127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1915131.500000 Penalty: 4899.343262
	Iteration 28Q: 3 clusters Score -1915132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -1915131.375000 Penalty: 4899.343262
	Iteration 29Q: 3 clusters Score -1915131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -1915134.625000 Penalty: 4899.343262
	Iteration 30Q: 3 clusters Score -1915135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -1915136.000000 Penalty: 4899.343262
	Iteration 31Q: 3 clusters Score -1915136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -1915142.000000 Penalty: 4899.343262
	Iteration 32Q: 3 clusters Score -1915142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -1915141.625000 Penalty: 4899.343262
	Iteration 33Q: 3 clusters Score -1915142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -1915145.125000 Penalty: 4899.343262
	Iteration 34Q: 3 clusters Score -1915145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -1915147.000000 Penalty: 4899.343262
	Iteration 35Q: 3 clusters Score -1915147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -1915147.500000 Penalty: 4899.343262
	Iteration 36Q: 3 clusters Score -1915148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -1915147.500000 Penalty: 4899.343262
	Iteration 37F: 3 clusters Score -1915148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 124353 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 14657 members 
Mstep: Class 4 contains 12682 members 
Mstep: Class 5 contains 16706 members 
Mstep: Class 6 contains 220025 members 
Mstep: Class 7 contains 224920 members 
Mstep: Class 8 contains 65728 members 
Mstep: Class 9 contains 26203 members 
Mstep: Class 10 contains 7421 members 
Mstep: Class 11 contains 10820 members 
Mstep: Class 12 contains 73928 members 
Mstep: Class 13 contains 10443 members 
Mstep: Class 14 contains 223210 members 
Mstep: Class 15 contains 13715 members 
Mstep: Class 16 contains 223951 members 
Mstep: Class 17 contains 6428 members 
Mstep: Class 18 contains 6132 members 
Mstep: Class 19 contains 83761 members 
Mstep: Class 20 contains 24780 members 
Mstep: Class 21 contains 5159 members 
Mstep: Class 22 contains 7627 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 19295 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 15823 members 
Mstep: Class 29 contains 9921 members 
Mstep: Class 30 contains 19491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157649584.000000 Penalty: 127934.179688
Iteration 79Q: 37 clusters Score -1.576496e+08 nChanged 19910
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 127160 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 14741 members 
Mstep: Class 4 contains 12731 members 
Mstep: Class 5 contains 16742 members 
Mstep: Class 6 contains 222083 members 
Mstep: Class 7 contains 224958 members 
Mstep: Class 8 contains 65646 members 
Mstep: Class 9 contains 25206 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 9892 members 
Mstep: Class 12 contains 74070 members 
Mstep: Class 13 contains 10662 members 
Mstep: Class 14 contains 223568 members 
Mstep: Class 15 contains 13762 members 
Mstep: Class 16 contains 224354 members 
Mstep: Class 17 contains 6263 members 
Mstep: Class 18 contains 6171 members 
Mstep: Class 19 contains 82354 members 
Mstep: Class 20 contains 24989 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 7612 members 
Mstep: Class 23 contains 3667 members 
Mstep: Class 24 contains 19186 members 
Mstep: Class 25 contains 7344 members 
Mstep: Class 26 contains 7676 members 
Mstep: Class 27 contains 2206 members 
Mstep: Class 28 contains 16146 members 
Mstep: Class 29 contains 9883 members 
Mstep: Class 30 contains 19463 members 
Mstep: Class 31 contains 102242 members 
Mstep: Class 32 contains 5769 members 
Mstep: Class 33 contains 57389 members 
Mstep: Class 34 contains 2801 members 
Mstep: Class 35 contains 3784 members 
Mstep: Class 36 contains 4552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157657696.000000 Penalty: 127934.179688
Iteration 80F: 37 clusters Score -1.576577e+08 nChanged 13921
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127468 members 
Mstep: Class 2 contains 3730 members 
Mstep: Class 3 contains 14610 members 
Mstep: Class 4 contains 12639 members 
Mstep: Class 5 contains 16594 members 
Mstep: Class 6 contains 223939 members 
Mstep: Class 7 contains 224700 members 
Mstep: Class 8 contains 65579 members 
Mstep: Class 9 contains 24915 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 11 contains 9387 members 
Mstep: Class 12 contains 74075 members 
Mstep: Class 13 contains 10581 members 
Mstep: Class 14 contains 223926 members 
Mstep: Class 15 contains 13767 members 
Mstep: Class 16 contains 224488 members 
Mstep: Class 17 contains 6093 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 80709 members 
Mstep: Class 20 contains 24390 members 
Mstep: Class 21 contains 5873 members 
Mstep: Class 22 contains 7585 members 
Mstep: Class 23 contains 3904 members 
Mstep: Class 24 contains 19073 members 
Mstep: Class 25 contains 7771 members 
Mstep: Class 26 contains 7661 members 
Mstep: Class 27 contains 2247 members 
Mstep: Class 28 contains 15998 members 
Mstep: Class 29 contains 9774 members 
Mstep: Class 30 contains 19440 members 
Mstep: Class 31 contains 103358 members 
Mstep: Class 32 contains 5784 members 
Mstep: Class 33 contains 56655 members 
Mstep: Class 34 contains 2882 members 
Mstep: Class 35 contains 4021 members 
Mstep: Class 36 contains 4668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157660544.000000 Penalty: 127934.179688
Iteration 81Q: 37 clusters Score -1.576605e+08 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127523 members 
Mstep: Class 2 contains 3740 members 
Mstep: Class 3 contains 14466 members 
Mstep: Class 4 contains 12619 members 
Mstep: Class 5 contains 16495 members 
Mstep: Class 6 contains 225686 members 
Mstep: Class 7 contains 224629 members 
Mstep: Class 8 contains 65530 members 
Mstep: Class 9 contains 24807 members 
Mstep: Class 10 contains 7503 members 
Mstep: Class 11 contains 9105 members 
Mstep: Class 12 contains 74126 members 
Mstep: Class 13 contains 10507 members 
Mstep: Class 14 contains 224229 members 
Mstep: Class 15 contains 13768 members 
Mstep: Class 16 contains 224605 members 
Mstep: Class 17 contains 6020 members 
Mstep: Class 18 contains 6239 members 
Mstep: Class 19 contains 79113 members 
Mstep: Class 20 contains 24041 members 
Mstep: Class 21 contains 6033 members 
Mstep: Class 22 contains 7560 members 
Mstep: Class 23 contains 4065 members 
Mstep: Class 24 contains 18999 members 
Mstep: Class 25 contains 8105 members 
Mstep: Class 26 contains 7649 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 15906 members 
Mstep: Class 29 contains 9656 members 
Mstep: Class 30 contains 19410 members 
Mstep: Class 31 contains 103867 members 
Mstep: Class 32 contains 5807 members 
Mstep: Class 33 contains 56112 members 
Mstep: Class 34 contains 2925 members 
Mstep: Class 35 contains 4139 members 
Mstep: Class 36 contains 4717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157662368.000000 Penalty: 127934.179688
Iteration 82Q: 37 clusters Score -1.576624e+08 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127447 members 
Mstep: Class 2 contains 3746 members 
Mstep: Class 3 contains 14319 members 
Mstep: Class 4 contains 12631 members 
Mstep: Class 5 contains 16415 members 
Mstep: Class 6 contains 227389 members 
Mstep: Class 7 contains 224632 members 
Mstep: Class 8 contains 65503 members 
Mstep: Class 9 contains 24740 members 
Mstep: Class 10 contains 7510 members 
Mstep: Class 11 contains 8903 members 
Mstep: Class 12 contains 74140 members 
Mstep: Class 13 contains 10454 members 
Mstep: Class 14 contains 224537 members 
Mstep: Class 15 contains 13770 members 
Mstep: Class 16 contains 224655 members 
Mstep: Class 17 contains 5978 members 
Mstep: Class 18 contains 6272 members 
Mstep: Class 19 contains 77518 members 
Mstep: Class 20 contains 23840 members 
Mstep: Class 21 contains 6169 members 
Mstep: Class 22 contains 7517 members 
Mstep: Class 23 contains 4155 members 
Mstep: Class 24 contains 18945 members 
Mstep: Class 25 contains 8344 members 
Mstep: Class 26 contains 7645 members 
Mstep: Class 27 contains 2354 members 
Mstep: Class 28 contains 15834 members 
Mstep: Class 29 contains 9579 members 
Mstep: Class 30 contains 19398 members 
Mstep: Class 31 contains 104218 members 
Mstep: Class 32 contains 5821 members 
Mstep: Class 33 contains 55718 members 
Mstep: Class 34 contains 2935 members 
Mstep: Class 35 contains 4233 members 
Mstep: Class 36 contains 4744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157663280.000000 Penalty: 127934.179688
Iteration 83Q: 37 clusters Score -1.576633e+08 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127338 members 
Mstep: Class 2 contains 3752 members 
Mstep: Class 3 contains 14202 members 
Mstep: Class 4 contains 12647 members 
Mstep: Class 5 contains 16350 members 
Mstep: Class 6 contains 229015 members 
Mstep: Class 7 contains 224671 members 
Mstep: Class 8 contains 65479 members 
Mstep: Class 9 contains 24687 members 
Mstep: Class 10 contains 7519 members 
Mstep: Class 11 contains 8758 members 
Mstep: Class 12 contains 74173 members 
Mstep: Class 13 contains 10405 members 
Mstep: Class 14 contains 224776 members 
Mstep: Class 15 contains 13770 members 
Mstep: Class 16 contains 224681 members 
Mstep: Class 17 contains 5952 members 
Mstep: Class 18 contains 6302 members 
Mstep: Class 19 contains 75923 members 
Mstep: Class 20 contains 23729 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 7470 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 18897 members 
Mstep: Class 25 contains 8496 members 
Mstep: Class 26 contains 7650 members 
Mstep: Class 27 contains 2391 members 
Mstep: Class 28 contains 15821 members 
Mstep: Class 29 contains 9546 members 
Mstep: Class 30 contains 19394 members 
Mstep: Class 31 contains 104435 members 
Mstep: Class 32 contains 5835 members 
Mstep: Class 33 contains 55452 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 4277 members 
Mstep: Class 36 contains 4767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157663104.000000 Penalty: 127934.179688
Iteration 84Q: 37 clusters Score -1.576631e+08 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127272 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 14084 members 
Mstep: Class 4 contains 12659 members 
Mstep: Class 5 contains 16286 members 
Mstep: Class 6 contains 230666 members 
Mstep: Class 7 contains 224719 members 
Mstep: Class 8 contains 65444 members 
Mstep: Class 9 contains 24652 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 8664 members 
Mstep: Class 12 contains 74210 members 
Mstep: Class 13 contains 10363 members 
Mstep: Class 14 contains 224947 members 
Mstep: Class 15 contains 13767 members 
Mstep: Class 16 contains 224712 members 
Mstep: Class 17 contains 5936 members 
Mstep: Class 18 contains 6335 members 
Mstep: Class 19 contains 74305 members 
Mstep: Class 20 contains 23672 members 
Mstep: Class 21 contains 6383 members 
Mstep: Class 22 contains 7446 members 
Mstep: Class 23 contains 4271 members 
Mstep: Class 24 contains 18856 members 
Mstep: Class 25 contains 8604 members 
Mstep: Class 26 contains 7642 members 
Mstep: Class 27 contains 2414 members 
Mstep: Class 28 contains 15786 members 
Mstep: Class 29 contains 9518 members 
Mstep: Class 30 contains 19380 members 
Mstep: Class 31 contains 104583 members 
Mstep: Class 32 contains 5854 members 
Mstep: Class 33 contains 55273 members 
Mstep: Class 34 contains 2951 members 
Mstep: Class 35 contains 4302 members 
Mstep: Class 36 contains 4780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157662848.000000 Penalty: 127934.179688
Iteration 85Q: 37 clusters Score -1.576628e+08 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127263 members 
Mstep: Class 2 contains 3762 members 
Mstep: Class 3 contains 13977 members 
Mstep: Class 4 contains 12664 members 
Mstep: Class 5 contains 16225 members 
Mstep: Class 6 contains 232359 members 
Mstep: Class 7 contains 224764 members 
Mstep: Class 8 contains 65427 members 
Mstep: Class 9 contains 24623 members 
Mstep: Class 10 contains 7500 members 
Mstep: Class 11 contains 8597 members 
Mstep: Class 12 contains 74250 members 
Mstep: Class 13 contains 10318 members 
Mstep: Class 14 contains 225084 members 
Mstep: Class 15 contains 13764 members 
Mstep: Class 16 contains 224718 members 
Mstep: Class 17 contains 5929 members 
Mstep: Class 18 contains 6367 members 
Mstep: Class 19 contains 72604 members 
Mstep: Class 20 contains 23623 members 
Mstep: Class 21 contains 6468 members 
Mstep: Class 22 contains 7437 members 
Mstep: Class 23 contains 4328 members 
Mstep: Class 24 contains 18824 members 
Mstep: Class 25 contains 8669 members 
Mstep: Class 26 contains 7636 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 15772 members 
Mstep: Class 29 contains 9500 members 
Mstep: Class 30 contains 19353 members 
Mstep: Class 31 contains 104655 members 
Mstep: Class 32 contains 5865 members 
Mstep: Class 33 contains 55177 members 
Mstep: Class 34 contains 2960 members 
Mstep: Class 35 contains 4318 members 
Mstep: Class 36 contains 4787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157663312.000000 Penalty: 127934.179688
Iteration 86Q: 37 clusters Score -1.576633e+08 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127282 members 
Mstep: Class 2 contains 3766 members 
Mstep: Class 3 contains 13858 members 
Mstep: Class 4 contains 12668 members 
Mstep: Class 5 contains 16158 members 
Mstep: Class 6 contains 234090 members 
Mstep: Class 7 contains 224798 members 
Mstep: Class 8 contains 65413 members 
Mstep: Class 9 contains 24619 members 
Mstep: Class 10 contains 7494 members 
Mstep: Class 11 contains 8555 members 
Mstep: Class 12 contains 74292 members 
Mstep: Class 13 contains 10276 members 
Mstep: Class 14 contains 225173 members 
Mstep: Class 15 contains 13786 members 
Mstep: Class 16 contains 224710 members 
Mstep: Class 17 contains 5931 members 
Mstep: Class 18 contains 6403 members 
Mstep: Class 19 contains 70879 members 
Mstep: Class 20 contains 23602 members 
Mstep: Class 21 contains 6522 members 
Mstep: Class 22 contains 7422 members 
Mstep: Class 23 contains 4368 members 
Mstep: Class 24 contains 18777 members 
Mstep: Class 25 contains 8708 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 2467 members 
Mstep: Class 28 contains 15762 members 
Mstep: Class 29 contains 9476 members 
Mstep: Class 30 contains 19350 members 
Mstep: Class 31 contains 104696 members 
Mstep: Class 32 contains 5874 members 
Mstep: Class 33 contains 55121 members 
Mstep: Class 34 contains 2964 members 
Mstep: Class 35 contains 4326 members 
Mstep: Class 36 contains 4798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157663712.000000 Penalty: 127934.179688
Iteration 87Q: 37 clusters Score -1.576637e+08 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127284 members 
Mstep: Class 2 contains 3771 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 12673 members 
Mstep: Class 5 contains 16112 members 
Mstep: Class 6 contains 235913 members 
Mstep: Class 7 contains 224831 members 
Mstep: Class 8 contains 65401 members 
Mstep: Class 9 contains 24600 members 
Mstep: Class 10 contains 7488 members 
Mstep: Class 11 contains 8528 members 
Mstep: Class 12 contains 74330 members 
Mstep: Class 13 contains 10236 members 
Mstep: Class 14 contains 225259 members 
Mstep: Class 15 contains 13802 members 
Mstep: Class 16 contains 224708 members 
Mstep: Class 17 contains 5933 members 
Mstep: Class 18 contains 6434 members 
Mstep: Class 19 contains 69088 members 
Mstep: Class 20 contains 23579 members 
Mstep: Class 21 contains 6566 members 
Mstep: Class 22 contains 7409 members 
Mstep: Class 23 contains 4399 members 
Mstep: Class 24 contains 18744 members 
Mstep: Class 25 contains 8739 members 
Mstep: Class 26 contains 7606 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 15752 members 
Mstep: Class 29 contains 9445 members 
Mstep: Class 30 contains 19345 members 
Mstep: Class 31 contains 104726 members 
Mstep: Class 32 contains 5884 members 
Mstep: Class 33 contains 55125 members 
Mstep: Class 34 contains 2963 members 
Mstep: Class 35 contains 4334 members 
Mstep: Class 36 contains 4799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157664320.000000 Penalty: 127934.179688
Iteration 88Q: 37 clusters Score -1.576643e+08 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127299 members 
Mstep: Class 2 contains 3772 members 
Mstep: Class 3 contains 13601 members 
Mstep: Class 4 contains 12679 members 
Mstep: Class 5 contains 16082 members 
Mstep: Class 6 contains 237801 members 
Mstep: Class 7 contains 224868 members 
Mstep: Class 8 contains 65384 members 
Mstep: Class 9 contains 24574 members 
Mstep: Class 10 contains 7495 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 74366 members 
Mstep: Class 13 contains 10192 members 
Mstep: Class 14 contains 225345 members 
Mstep: Class 15 contains 13805 members 
Mstep: Class 16 contains 224704 members 
Mstep: Class 17 contains 5937 members 
Mstep: Class 18 contains 6461 members 
Mstep: Class 19 contains 67212 members 
Mstep: Class 20 contains 23546 members 
Mstep: Class 21 contains 6606 members 
Mstep: Class 22 contains 7402 members 
Mstep: Class 23 contains 4423 members 
Mstep: Class 24 contains 18725 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 7599 members 
Mstep: Class 27 contains 2508 members 
Mstep: Class 28 contains 15749 members 
Mstep: Class 29 contains 9414 members 
Mstep: Class 30 contains 19324 members 
Mstep: Class 31 contains 104759 members 
Mstep: Class 32 contains 5890 members 
Mstep: Class 33 contains 55111 members 
Mstep: Class 34 contains 2965 members 
Mstep: Class 35 contains 4344 members 
Mstep: Class 36 contains 4805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157664384.000000 Penalty: 127934.179688
Iteration 89Q: 37 clusters Score -1.576644e+08 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127297 members 
Mstep: Class 2 contains 3775 members 
Mstep: Class 3 contains 13478 members 
Mstep: Class 4 contains 12689 members 
Mstep: Class 5 contains 16050 members 
Mstep: Class 6 contains 239730 members 
Mstep: Class 7 contains 224878 members 
Mstep: Class 8 contains 65363 members 
Mstep: Class 9 contains 24555 members 
Mstep: Class 10 contains 7497 members 
Mstep: Class 11 contains 8485 members 
Mstep: Class 12 contains 74395 members 
Mstep: Class 13 contains 10158 members 
Mstep: Class 14 contains 225416 members 
Mstep: Class 15 contains 13818 members 
Mstep: Class 16 contains 224695 members 
Mstep: Class 17 contains 5943 members 
Mstep: Class 18 contains 6489 members 
Mstep: Class 19 contains 65306 members 
Mstep: Class 20 contains 23523 members 
Mstep: Class 21 contains 6646 members 
Mstep: Class 22 contains 7392 members 
Mstep: Class 23 contains 4444 members 
Mstep: Class 24 contains 18709 members 
Mstep: Class 25 contains 8769 members 
Mstep: Class 26 contains 7598 members 
Mstep: Class 27 contains 2533 members 
Mstep: Class 28 contains 15737 members 
Mstep: Class 29 contains 9383 members 
Mstep: Class 30 contains 19319 members 
Mstep: Class 31 contains 104801 members 
Mstep: Class 32 contains 5886 members 
Mstep: Class 33 contains 55111 members 
Mstep: Class 34 contains 2975 members 
Mstep: Class 35 contains 4352 members 
Mstep: Class 36 contains 4813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157664480.000000 Penalty: 127934.179688
Iteration 90Q: 37 clusters Score -1.576645e+08 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127299 members 
Mstep: Class 2 contains 3775 members 
Mstep: Class 3 contains 13373 members 
Mstep: Class 4 contains 12697 members 
Mstep: Class 5 contains 16013 members 
Mstep: Class 6 contains 241665 members 
Mstep: Class 7 contains 224876 members 
Mstep: Class 8 contains 65353 members 
Mstep: Class 9 contains 24541 members 
Mstep: Class 10 contains 7505 members 
Mstep: Class 11 contains 8471 members 
Mstep: Class 12 contains 74414 members 
Mstep: Class 13 contains 10143 members 
Mstep: Class 14 contains 225479 members 
Mstep: Class 15 contains 13820 members 
Mstep: Class 16 contains 224695 members 
Mstep: Class 17 contains 5942 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 63412 members 
Mstep: Class 20 contains 23506 members 
Mstep: Class 21 contains 6678 members 
Mstep: Class 22 contains 7383 members 
Mstep: Class 23 contains 4461 members 
Mstep: Class 24 contains 18691 members 
Mstep: Class 25 contains 8778 members 
Mstep: Class 26 contains 7586 members 
Mstep: Class 27 contains 2554 members 
Mstep: Class 28 contains 15732 members 
Mstep: Class 29 contains 9365 members 
Mstep: Class 30 contains 19308 members 
Mstep: Class 31 contains 104832 members 
Mstep: Class 32 contains 5886 members 
Mstep: Class 33 contains 55099 members 
Mstep: Class 34 contains 2985 members 
Mstep: Class 35 contains 4364 members 
Mstep: Class 36 contains 4821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157664816.000000 Penalty: 127934.179688
Iteration 91Q: 37 clusters Score -1.576648e+08 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127309 members 
Mstep: Class 2 contains 3777 members 
Mstep: Class 3 contains 13283 members 
Mstep: Class 4 contains 12702 members 
Mstep: Class 5 contains 15974 members 
Mstep: Class 6 contains 243595 members 
Mstep: Class 7 contains 224882 members 
Mstep: Class 8 contains 65345 members 
Mstep: Class 9 contains 24537 members 
Mstep: Class 10 contains 7504 members 
Mstep: Class 11 contains 8465 members 
Mstep: Class 12 contains 74426 members 
Mstep: Class 13 contains 10122 members 
Mstep: Class 14 contains 225530 members 
Mstep: Class 15 contains 13820 members 
Mstep: Class 16 contains 224689 members 
Mstep: Class 17 contains 5943 members 
Mstep: Class 18 contains 6530 members 
Mstep: Class 19 contains 61505 members 
Mstep: Class 20 contains 23488 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 7376 members 
Mstep: Class 23 contains 4478 members 
Mstep: Class 24 contains 18685 members 
Mstep: Class 25 contains 8785 members 
Mstep: Class 26 contains 7584 members 
Mstep: Class 27 contains 2573 members 
Mstep: Class 28 contains 15730 members 
Mstep: Class 29 contains 9338 members 
Mstep: Class 30 contains 19307 members 
Mstep: Class 31 contains 104859 members 
Mstep: Class 32 contains 5883 members 
Mstep: Class 33 contains 55103 members 
Mstep: Class 34 contains 2991 members 
Mstep: Class 35 contains 4367 members 
Mstep: Class 36 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157664688.000000 Penalty: 127934.179688
Iteration 92Q: 37 clusters Score -1.576647e+08 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127322 members 
Mstep: Class 2 contains 3780 members 
Mstep: Class 3 contains 13185 members 
Mstep: Class 4 contains 12708 members 
Mstep: Class 5 contains 15935 members 
Mstep: Class 6 contains 245559 members 
Mstep: Class 7 contains 224882 members 
Mstep: Class 8 contains 65340 members 
Mstep: Class 9 contains 24543 members 
Mstep: Class 10 contains 7499 members 
Mstep: Class 11 contains 8463 members 
Mstep: Class 12 contains 74426 members 
Mstep: Class 13 contains 10104 members 
Mstep: Class 14 contains 225566 members 
Mstep: Class 15 contains 13829 members 
Mstep: Class 16 contains 224681 members 
Mstep: Class 17 contains 5946 members 
Mstep: Class 18 contains 6556 members 
Mstep: Class 19 contains 59582 members 
Mstep: Class 20 contains 23483 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 7374 members 
Mstep: Class 23 contains 4497 members 
Mstep: Class 24 contains 18677 members 
Mstep: Class 25 contains 8789 members 
Mstep: Class 26 contains 7574 members 
Mstep: Class 27 contains 2590 members 
Mstep: Class 28 contains 15723 members 
Mstep: Class 29 contains 9296 members 
Mstep: Class 30 contains 19300 members 
Mstep: Class 31 contains 104883 members 
Mstep: Class 32 contains 5889 members 
Mstep: Class 33 contains 55121 members 
Mstep: Class 34 contains 2989 members 
Mstep: Class 35 contains 4377 members 
Mstep: Class 36 contains 4826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157664864.000000 Penalty: 127934.179688
Iteration 93Q: 37 clusters Score -1.576649e+08 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127312 members 
Mstep: Class 2 contains 3785 members 
Mstep: Class 3 contains 13097 members 
Mstep: Class 4 contains 12716 members 
Mstep: Class 5 contains 15885 members 
Mstep: Class 6 contains 247551 members 
Mstep: Class 7 contains 224867 members 
Mstep: Class 8 contains 65333 members 
Mstep: Class 9 contains 24566 members 
Mstep: Class 10 contains 7501 members 
Mstep: Class 11 contains 8463 members 
Mstep: Class 12 contains 74434 members 
Mstep: Class 13 contains 10082 members 
Mstep: Class 14 contains 225583 members 
Mstep: Class 15 contains 13836 members 
Mstep: Class 16 contains 224664 members 
Mstep: Class 17 contains 5941 members 
Mstep: Class 18 contains 6584 members 
Mstep: Class 19 contains 57616 members 
Mstep: Class 20 contains 23488 members 
Mstep: Class 21 contains 6729 members 
Mstep: Class 22 contains 7372 members 
Mstep: Class 23 contains 4519 members 
Mstep: Class 24 contains 18673 members 
Mstep: Class 25 contains 8792 members 
Mstep: Class 26 contains 7568 members 
Mstep: Class 27 contains 2608 members 
Mstep: Class 28 contains 15724 members 
Mstep: Class 29 contains 9269 members 
Mstep: Class 30 contains 19294 members 
Mstep: Class 31 contains 104915 members 
Mstep: Class 32 contains 5894 members 
Mstep: Class 33 contains 55139 members 
Mstep: Class 34 contains 2990 members 
Mstep: Class 35 contains 4386 members 
Mstep: Class 36 contains 4832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157665168.000000 Penalty: 127934.179688
Iteration 94Q: 37 clusters Score -1.576652e+08 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127316 members 
Mstep: Class 2 contains 3787 members 
Mstep: Class 3 contains 13004 members 
Mstep: Class 4 contains 12721 members 
Mstep: Class 5 contains 15837 members 
Mstep: Class 6 contains 249543 members 
Mstep: Class 7 contains 224858 members 
Mstep: Class 8 contains 65317 members 
Mstep: Class 9 contains 24583 members 
Mstep: Class 10 contains 7506 members 
Mstep: Class 11 contains 8463 members 
Mstep: Class 12 contains 74436 members 
Mstep: Class 13 contains 10063 members 
Mstep: Class 14 contains 225606 members 
Mstep: Class 15 contains 13830 members 
Mstep: Class 16 contains 224658 members 
Mstep: Class 17 contains 5938 members 
Mstep: Class 18 contains 6614 members 
Mstep: Class 19 contains 55693 members 
Mstep: Class 20 contains 23491 members 
Mstep: Class 21 contains 6742 members 
Mstep: Class 22 contains 7368 members 
Mstep: Class 23 contains 4532 members 
Mstep: Class 24 contains 18673 members 
Mstep: Class 25 contains 8797 members 
Mstep: Class 26 contains 7563 members 
Mstep: Class 27 contains 2629 members 
Mstep: Class 28 contains 15729 members 
Mstep: Class 29 contains 9241 members 
Mstep: Class 30 contains 19288 members 
Mstep: Class 31 contains 104912 members 
Mstep: Class 32 contains 5894 members 
Mstep: Class 33 contains 55155 members 
Mstep: Class 34 contains 2990 members 
Mstep: Class 35 contains 4394 members 
Mstep: Class 36 contains 4837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157665648.000000 Penalty: 127934.179688
Iteration 95Q: 37 clusters Score -1.576656e+08 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127310 members 
Mstep: Class 2 contains 3793 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 12732 members 
Mstep: Class 5 contains 15789 members 
Mstep: Class 6 contains 251620 members 
Mstep: Class 7 contains 224846 members 
Mstep: Class 8 contains 65306 members 
Mstep: Class 9 contains 24581 members 
Mstep: Class 10 contains 7506 members 
Mstep: Class 11 contains 8458 members 
Mstep: Class 12 contains 74422 members 
Mstep: Class 13 contains 10040 members 
Mstep: Class 14 contains 225634 members 
Mstep: Class 15 contains 13833 members 
Mstep: Class 16 contains 224638 members 
Mstep: Class 17 contains 5937 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 19 contains 53678 members 
Mstep: Class 20 contains 23498 members 
Mstep: Class 21 contains 6748 members 
Mstep: Class 22 contains 7364 members 
Mstep: Class 23 contains 4544 members 
Mstep: Class 24 contains 18670 members 
Mstep: Class 25 contains 8798 members 
Mstep: Class 26 contains 7551 members 
Mstep: Class 27 contains 2654 members 
Mstep: Class 28 contains 15738 members 
Mstep: Class 29 contains 9207 members 
Mstep: Class 30 contains 19286 members 
Mstep: Class 31 contains 104925 members 
Mstep: Class 32 contains 5901 members 
Mstep: Class 33 contains 55167 members 
Mstep: Class 34 contains 3000 members 
Mstep: Class 35 contains 4402 members 
Mstep: Class 36 contains 4844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157666224.000000 Penalty: 127934.179688
Iteration 96Q: 37 clusters Score -1.576662e+08 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127318 members 
Mstep: Class 2 contains 3795 members 
Mstep: Class 3 contains 12859 members 
Mstep: Class 4 contains 12737 members 
Mstep: Class 5 contains 15740 members 
Mstep: Class 6 contains 253732 members 
Mstep: Class 7 contains 224835 members 
Mstep: Class 8 contains 65294 members 
Mstep: Class 9 contains 24578 members 
Mstep: Class 10 contains 7503 members 
Mstep: Class 11 contains 8455 members 
Mstep: Class 12 contains 74400 members 
Mstep: Class 13 contains 10023 members 
Mstep: Class 14 contains 225671 members 
Mstep: Class 15 contains 13824 members 
Mstep: Class 16 contains 224621 members 
Mstep: Class 17 contains 5937 members 
Mstep: Class 18 contains 6706 members 
Mstep: Class 19 contains 51636 members 
Mstep: Class 20 contains 23513 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 7364 members 
Mstep: Class 23 contains 4555 members 
Mstep: Class 24 contains 18664 members 
Mstep: Class 25 contains 8800 members 
Mstep: Class 26 contains 7553 members 
Mstep: Class 27 contains 2682 members 
Mstep: Class 28 contains 15738 members 
Mstep: Class 29 contains 9164 members 
Mstep: Class 30 contains 19284 members 
Mstep: Class 31 contains 104929 members 
Mstep: Class 32 contains 5906 members 
Mstep: Class 33 contains 55184 members 
Mstep: Class 34 contains 3007 members 
Mstep: Class 35 contains 4404 members 
Mstep: Class 36 contains 4848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157666624.000000 Penalty: 127934.179688
Iteration 97Q: 37 clusters Score -1.576666e+08 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127325 members 
Mstep: Class 2 contains 3795 members 
Mstep: Class 3 contains 12771 members 
Mstep: Class 4 contains 12734 members 
Mstep: Class 5 contains 15684 members 
Mstep: Class 6 contains 255944 members 
Mstep: Class 7 contains 224821 members 
Mstep: Class 8 contains 65282 members 
Mstep: Class 9 contains 24588 members 
Mstep: Class 10 contains 7512 members 
Mstep: Class 11 contains 8450 members 
Mstep: Class 12 contains 74380 members 
Mstep: Class 13 contains 10006 members 
Mstep: Class 14 contains 225696 members 
Mstep: Class 15 contains 13829 members 
Mstep: Class 16 contains 224610 members 
Mstep: Class 17 contains 5940 members 
Mstep: Class 18 contains 6759 members 
Mstep: Class 19 contains 49501 members 
Mstep: Class 20 contains 23514 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 7363 members 
Mstep: Class 23 contains 4564 members 
Mstep: Class 24 contains 18660 members 
Mstep: Class 25 contains 8800 members 
Mstep: Class 26 contains 7552 members 
Mstep: Class 27 contains 2706 members 
Mstep: Class 28 contains 15739 members 
Mstep: Class 29 contains 9129 members 
Mstep: Class 30 contains 19278 members 
Mstep: Class 31 contains 104942 members 
Mstep: Class 32 contains 5908 members 
Mstep: Class 33 contains 55202 members 
Mstep: Class 34 contains 3014 members 
Mstep: Class 35 contains 4408 members 
Mstep: Class 36 contains 4853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157667216.000000 Penalty: 127934.179688
Iteration 98Q: 37 clusters Score -1.576672e+08 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127334 members 
Mstep: Class 2 contains 3796 members 
Mstep: Class 3 contains 12693 members 
Mstep: Class 4 contains 12737 members 
Mstep: Class 5 contains 15631 members 
Mstep: Class 6 contains 258237 members 
Mstep: Class 7 contains 224809 members 
Mstep: Class 8 contains 65278 members 
Mstep: Class 9 contains 24595 members 
Mstep: Class 10 contains 7517 members 
Mstep: Class 11 contains 8447 members 
Mstep: Class 12 contains 74367 members 
Mstep: Class 13 contains 9988 members 
Mstep: Class 14 contains 225723 members 
Mstep: Class 15 contains 13823 members 
Mstep: Class 16 contains 224584 members 
Mstep: Class 17 contains 5943 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 47289 members 
Mstep: Class 20 contains 23513 members 
Mstep: Class 21 contains 6761 members 
Mstep: Class 22 contains 7362 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 18654 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 7558 members 
Mstep: Class 27 contains 2739 members 
Mstep: Class 28 contains 15742 members 
Mstep: Class 29 contains 9088 members 
Mstep: Class 30 contains 19272 members 
Mstep: Class 31 contains 104951 members 
Mstep: Class 32 contains 5904 members 
Mstep: Class 33 contains 55212 members 
Mstep: Class 34 contains 3010 members 
Mstep: Class 35 contains 4410 members 
Mstep: Class 36 contains 4856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157667808.000000 Penalty: 127934.179688
Iteration 99Q: 37 clusters Score -1.576678e+08 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127339 members 
Mstep: Class 2 contains 3797 members 
Mstep: Class 3 contains 12633 members 
Mstep: Class 4 contains 12737 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 260567 members 
Mstep: Class 7 contains 224802 members 
Mstep: Class 8 contains 65276 members 
Mstep: Class 9 contains 24607 members 
Mstep: Class 10 contains 7517 members 
Mstep: Class 11 contains 8444 members 
Mstep: Class 12 contains 74347 members 
Mstep: Class 13 contains 9971 members 
Mstep: Class 14 contains 225741 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 224568 members 
Mstep: Class 17 contains 5945 members 
Mstep: Class 18 contains 6856 members 
Mstep: Class 19 contains 45033 members 
Mstep: Class 20 contains 23524 members 
Mstep: Class 21 contains 6766 members 
Mstep: Class 22 contains 7364 members 
Mstep: Class 23 contains 4593 members 
Mstep: Class 24 contains 18649 members 
Mstep: Class 25 contains 8806 members 
Mstep: Class 26 contains 7560 members 
Mstep: Class 27 contains 2772 members 
Mstep: Class 28 contains 15742 members 
Mstep: Class 29 contains 9052 members 
Mstep: Class 30 contains 19268 members 
Mstep: Class 31 contains 104964 members 
Mstep: Class 32 contains 5895 members 
Mstep: Class 33 contains 55202 members 
Mstep: Class 34 contains 3005 members 
Mstep: Class 35 contains 4411 members 
Mstep: Class 36 contains 4865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157668768.000000 Penalty: 127934.179688
Iteration 100F: 37 clusters Score -1.576688e+08 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127343 members 
Mstep: Class 2 contains 3803 members 
Mstep: Class 3 contains 12595 members 
Mstep: Class 4 contains 12737 members 
Mstep: Class 5 contains 15489 members 
Mstep: Class 6 contains 262914 members 
Mstep: Class 7 contains 224808 members 
Mstep: Class 8 contains 65266 members 
Mstep: Class 9 contains 24605 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 8441 members 
Mstep: Class 12 contains 74317 members 
Mstep: Class 13 contains 9957 members 
Mstep: Class 14 contains 225767 members 
Mstep: Class 15 contains 13825 members 
Mstep: Class 16 contains 224540 members 
Mstep: Class 17 contains 5946 members 
Mstep: Class 18 contains 6938 members 
Mstep: Class 19 contains 42776 members 
Mstep: Class 20 contains 23528 members 
Mstep: Class 21 contains 6772 members 
Mstep: Class 22 contains 7371 members 
Mstep: Class 23 contains 4608 members 
Mstep: Class 24 contains 18637 members 
Mstep: Class 25 contains 8810 members 
Mstep: Class 26 contains 7556 members 
Mstep: Class 27 contains 2813 members 
Mstep: Class 28 contains 15744 members 
Mstep: Class 29 contains 9020 members 
Mstep: Class 30 contains 19262 members 
Mstep: Class 31 contains 104980 members 
Mstep: Class 32 contains 5883 members 
Mstep: Class 33 contains 55151 members 
Mstep: Class 34 contains 2995 members 
Mstep: Class 35 contains 4415 members 
Mstep: Class 36 contains 4871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157669136.000000 Penalty: 127934.179688
Iteration 101Q: 37 clusters Score -1.576691e+08 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127353 members 
Mstep: Class 2 contains 3805 members 
Mstep: Class 3 contains 12536 members 
Mstep: Class 4 contains 12741 members 
Mstep: Class 5 contains 15400 members 
Mstep: Class 6 contains 265322 members 
Mstep: Class 7 contains 224805 members 
Mstep: Class 8 contains 65257 members 
Mstep: Class 9 contains 24605 members 
Mstep: Class 10 contains 7536 members 
Mstep: Class 11 contains 8434 members 
Mstep: Class 12 contains 74293 members 
Mstep: Class 13 contains 9946 members 
Mstep: Class 14 contains 225789 members 
Mstep: Class 15 contains 13816 members 
Mstep: Class 16 contains 224521 members 
Mstep: Class 17 contains 5951 members 
Mstep: Class 18 contains 7015 members 
Mstep: Class 19 contains 40474 members 
Mstep: Class 20 contains 23533 members 
Mstep: Class 21 contains 6778 members 
Mstep: Class 22 contains 7370 members 
Mstep: Class 23 contains 4626 members 
Mstep: Class 24 contains 18637 members 
Mstep: Class 25 contains 8810 members 
Mstep: Class 26 contains 7552 members 
Mstep: Class 27 contains 2849 members 
Mstep: Class 28 contains 15747 members 
Mstep: Class 29 contains 8987 members 
Mstep: Class 30 contains 19253 members 
Mstep: Class 31 contains 104991 members 
Mstep: Class 32 contains 5873 members 
Mstep: Class 33 contains 55116 members 
Mstep: Class 34 contains 2989 members 
Mstep: Class 35 contains 4419 members 
Mstep: Class 36 contains 4879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157669968.000000 Penalty: 127934.179688
Iteration 102Q: 37 clusters Score -1.5767e+08 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127352 members 
Mstep: Class 2 contains 3812 members 
Mstep: Class 3 contains 12494 members 
Mstep: Class 4 contains 12752 members 
Mstep: Class 5 contains 15302 members 
Mstep: Class 6 contains 267767 members 
Mstep: Class 7 contains 224816 members 
Mstep: Class 8 contains 65254 members 
Mstep: Class 9 contains 24605 members 
Mstep: Class 10 contains 7534 members 
Mstep: Class 11 contains 8427 members 
Mstep: Class 12 contains 74273 members 
Mstep: Class 13 contains 9935 members 
Mstep: Class 14 contains 225816 members 
Mstep: Class 15 contains 13816 members 
Mstep: Class 16 contains 224491 members 
Mstep: Class 17 contains 5950 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 38115 members 
Mstep: Class 20 contains 23553 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 7367 members 
Mstep: Class 23 contains 4643 members 
Mstep: Class 24 contains 18638 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 7538 members 
Mstep: Class 27 contains 2882 members 
Mstep: Class 28 contains 15747 members 
Mstep: Class 29 contains 8945 members 
Mstep: Class 30 contains 19251 members 
Mstep: Class 31 contains 104995 members 
Mstep: Class 32 contains 5869 members 
Mstep: Class 33 contains 55084 members 
Mstep: Class 34 contains 2984 members 
Mstep: Class 35 contains 4423 members 
Mstep: Class 36 contains 4880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157670528.000000 Penalty: 127934.179688
Iteration 103Q: 37 clusters Score -1.576705e+08 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127352 members 
Mstep: Class 2 contains 3817 members 
Mstep: Class 3 contains 12435 members 
Mstep: Class 4 contains 12756 members 
Mstep: Class 5 contains 15193 members 
Mstep: Class 6 contains 270234 members 
Mstep: Class 7 contains 224827 members 
Mstep: Class 8 contains 65252 members 
Mstep: Class 9 contains 24609 members 
Mstep: Class 10 contains 7541 members 
Mstep: Class 11 contains 8422 members 
Mstep: Class 12 contains 74254 members 
Mstep: Class 13 contains 9928 members 
Mstep: Class 14 contains 225841 members 
Mstep: Class 15 contains 13820 members 
Mstep: Class 16 contains 224436 members 
Mstep: Class 17 contains 5951 members 
Mstep: Class 18 contains 7197 members 
Mstep: Class 19 contains 35809 members 
Mstep: Class 20 contains 23560 members 
Mstep: Class 21 contains 6792 members 
Mstep: Class 22 contains 7364 members 
Mstep: Class 23 contains 4665 members 
Mstep: Class 24 contains 18638 members 
Mstep: Class 25 contains 8813 members 
Mstep: Class 26 contains 7534 members 
Mstep: Class 27 contains 2912 members 
Mstep: Class 28 contains 15749 members 
Mstep: Class 29 contains 8896 members 
Mstep: Class 30 contains 19252 members 
Mstep: Class 31 contains 105000 members 
Mstep: Class 32 contains 5866 members 
Mstep: Class 33 contains 55024 members 
Mstep: Class 34 contains 2972 members 
Mstep: Class 35 contains 4422 members 
Mstep: Class 36 contains 4875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157671024.000000 Penalty: 127934.179688
Iteration 104Q: 37 clusters Score -1.57671e+08 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127362 members 
Mstep: Class 2 contains 3822 members 
Mstep: Class 3 contains 12390 members 
Mstep: Class 4 contains 12757 members 
Mstep: Class 5 contains 15079 members 
Mstep: Class 6 contains 272659 members 
Mstep: Class 7 contains 224840 members 
Mstep: Class 8 contains 65243 members 
Mstep: Class 9 contains 24620 members 
Mstep: Class 10 contains 7536 members 
Mstep: Class 11 contains 8419 members 
Mstep: Class 12 contains 74241 members 
Mstep: Class 13 contains 9919 members 
Mstep: Class 14 contains 225853 members 
Mstep: Class 15 contains 13804 members 
Mstep: Class 16 contains 224384 members 
Mstep: Class 17 contains 5955 members 
Mstep: Class 18 contains 7314 members 
Mstep: Class 19 contains 33528 members 
Mstep: Class 20 contains 23561 members 
Mstep: Class 21 contains 6795 members 
Mstep: Class 22 contains 7360 members 
Mstep: Class 23 contains 4685 members 
Mstep: Class 24 contains 18636 members 
Mstep: Class 25 contains 8814 members 
Mstep: Class 26 contains 7516 members 
Mstep: Class 27 contains 2934 members 
Mstep: Class 28 contains 15751 members 
Mstep: Class 29 contains 8852 members 
Mstep: Class 30 contains 19252 members 
Mstep: Class 31 contains 105004 members 
Mstep: Class 32 contains 5872 members 
Mstep: Class 33 contains 54991 members 
Mstep: Class 34 contains 2964 members 
Mstep: Class 35 contains 4421 members 
Mstep: Class 36 contains 4875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157671696.000000 Penalty: 127934.179688
Iteration 105Q: 37 clusters Score -1.576717e+08 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127362 members 
Mstep: Class 2 contains 3828 members 
Mstep: Class 3 contains 12348 members 
Mstep: Class 4 contains 12756 members 
Mstep: Class 5 contains 14950 members 
Mstep: Class 6 contains 275090 members 
Mstep: Class 7 contains 224845 members 
Mstep: Class 8 contains 65240 members 
Mstep: Class 9 contains 24639 members 
Mstep: Class 10 contains 7540 members 
Mstep: Class 11 contains 8418 members 
Mstep: Class 12 contains 74231 members 
Mstep: Class 13 contains 9917 members 
Mstep: Class 14 contains 225865 members 
Mstep: Class 15 contains 13794 members 
Mstep: Class 16 contains 224331 members 
Mstep: Class 17 contains 5956 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 31223 members 
Mstep: Class 20 contains 23562 members 
Mstep: Class 21 contains 6800 members 
Mstep: Class 22 contains 7359 members 
Mstep: Class 23 contains 4711 members 
Mstep: Class 24 contains 18634 members 
Mstep: Class 25 contains 8813 members 
Mstep: Class 26 contains 7508 members 
Mstep: Class 27 contains 2960 members 
Mstep: Class 28 contains 15752 members 
Mstep: Class 29 contains 8819 members 
Mstep: Class 30 contains 19249 members 
Mstep: Class 31 contains 105002 members 
Mstep: Class 32 contains 5871 members 
Mstep: Class 33 contains 54954 members 
Mstep: Class 34 contains 2954 members 
Mstep: Class 35 contains 4419 members 
Mstep: Class 36 contains 4878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157672272.000000 Penalty: 127934.179688
Iteration 106Q: 37 clusters Score -1.576723e+08 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127370 members 
Mstep: Class 2 contains 3836 members 
Mstep: Class 3 contains 12286 members 
Mstep: Class 4 contains 12757 members 
Mstep: Class 5 contains 14837 members 
Mstep: Class 6 contains 277581 members 
Mstep: Class 7 contains 224855 members 
Mstep: Class 8 contains 65238 members 
Mstep: Class 9 contains 24667 members 
Mstep: Class 10 contains 7549 members 
Mstep: Class 11 contains 8417 members 
Mstep: Class 12 contains 74211 members 
Mstep: Class 13 contains 9916 members 
Mstep: Class 14 contains 225867 members 
Mstep: Class 15 contains 13778 members 
Mstep: Class 16 contains 224289 members 
Mstep: Class 17 contains 5953 members 
Mstep: Class 18 contains 7536 members 
Mstep: Class 19 contains 28902 members 
Mstep: Class 20 contains 23557 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 7356 members 
Mstep: Class 23 contains 4735 members 
Mstep: Class 24 contains 18630 members 
Mstep: Class 25 contains 8811 members 
Mstep: Class 26 contains 7499 members 
Mstep: Class 27 contains 2987 members 
Mstep: Class 28 contains 15748 members 
Mstep: Class 29 contains 8788 members 
Mstep: Class 30 contains 19249 members 
Mstep: Class 31 contains 104990 members 
Mstep: Class 32 contains 5869 members 
Mstep: Class 33 contains 54882 members 
Mstep: Class 34 contains 2954 members 
Mstep: Class 35 contains 4418 members 
Mstep: Class 36 contains 4883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157673424.000000 Penalty: 127934.179688
Iteration 107Q: 37 clusters Score -1.576734e+08 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127377 members 
Mstep: Class 2 contains 3847 members 
Mstep: Class 3 contains 12227 members 
Mstep: Class 4 contains 12749 members 
Mstep: Class 5 contains 14716 members 
Mstep: Class 6 contains 280108 members 
Mstep: Class 7 contains 224862 members 
Mstep: Class 8 contains 65222 members 
Mstep: Class 9 contains 24688 members 
Mstep: Class 10 contains 7562 members 
Mstep: Class 11 contains 8414 members 
Mstep: Class 12 contains 74186 members 
Mstep: Class 13 contains 9914 members 
Mstep: Class 14 contains 225889 members 
Mstep: Class 15 contains 13752 members 
Mstep: Class 16 contains 224253 members 
Mstep: Class 17 contains 5944 members 
Mstep: Class 18 contains 7662 members 
Mstep: Class 19 contains 26581 members 
Mstep: Class 20 contains 23554 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 7356 members 
Mstep: Class 23 contains 4767 members 
Mstep: Class 24 contains 18628 members 
Mstep: Class 25 contains 8811 members 
Mstep: Class 26 contains 7486 members 
Mstep: Class 27 contains 3020 members 
Mstep: Class 28 contains 15745 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 19248 members 
Mstep: Class 31 contains 104982 members 
Mstep: Class 32 contains 5868 members 
Mstep: Class 33 contains 54778 members 
Mstep: Class 34 contains 2947 members 
Mstep: Class 35 contains 4418 members 
Mstep: Class 36 contains 4880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157675104.000000 Penalty: 127934.179688
Iteration 108Q: 37 clusters Score -1.576751e+08 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127380 members 
Mstep: Class 2 contains 3857 members 
Mstep: Class 3 contains 12185 members 
Mstep: Class 4 contains 12744 members 
Mstep: Class 5 contains 14573 members 
Mstep: Class 6 contains 282688 members 
Mstep: Class 7 contains 224862 members 
Mstep: Class 8 contains 65205 members 
Mstep: Class 9 contains 24707 members 
Mstep: Class 10 contains 7569 members 
Mstep: Class 11 contains 8413 members 
Mstep: Class 12 contains 74151 members 
Mstep: Class 13 contains 9911 members 
Mstep: Class 14 contains 225910 members 
Mstep: Class 15 contains 13742 members 
Mstep: Class 16 contains 224209 members 
Mstep: Class 17 contains 5945 members 
Mstep: Class 18 contains 7804 members 
Mstep: Class 19 contains 24204 members 
Mstep: Class 20 contains 23558 members 
Mstep: Class 21 contains 6823 members 
Mstep: Class 22 contains 7357 members 
Mstep: Class 23 contains 4808 members 
Mstep: Class 24 contains 18626 members 
Mstep: Class 25 contains 8810 members 
Mstep: Class 26 contains 7462 members 
Mstep: Class 27 contains 3052 members 
Mstep: Class 28 contains 15741 members 
Mstep: Class 29 contains 8719 members 
Mstep: Class 30 contains 19246 members 
Mstep: Class 31 contains 104974 members 
Mstep: Class 32 contains 5868 members 
Mstep: Class 33 contains 54675 members 
Mstep: Class 34 contains 2938 members 
Mstep: Class 35 contains 4415 members 
Mstep: Class 36 contains 4877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157676368.000000 Penalty: 127934.179688
Iteration 109Q: 37 clusters Score -1.576764e+08 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127378 members 
Mstep: Class 2 contains 3865 members 
Mstep: Class 3 contains 12143 members 
Mstep: Class 4 contains 12747 members 
Mstep: Class 5 contains 14409 members 
Mstep: Class 6 contains 285192 members 
Mstep: Class 7 contains 224866 members 
Mstep: Class 8 contains 65170 members 
Mstep: Class 9 contains 24716 members 
Mstep: Class 10 contains 7580 members 
Mstep: Class 11 contains 8412 members 
Mstep: Class 12 contains 74109 members 
Mstep: Class 13 contains 9901 members 
Mstep: Class 14 contains 225937 members 
Mstep: Class 15 contains 13722 members 
Mstep: Class 16 contains 224157 members 
Mstep: Class 17 contains 5944 members 
Mstep: Class 18 contains 7973 members 
Mstep: Class 19 contains 21949 members 
Mstep: Class 20 contains 23560 members 
Mstep: Class 21 contains 6819 members 
Mstep: Class 22 contains 7349 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 18625 members 
Mstep: Class 25 contains 8811 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 3091 members 
Mstep: Class 28 contains 15740 members 
Mstep: Class 29 contains 8671 members 
Mstep: Class 30 contains 19242 members 
Mstep: Class 31 contains 104964 members 
Mstep: Class 32 contains 5873 members 
Mstep: Class 33 contains 54588 members 
Mstep: Class 34 contains 2926 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157677408.000000 Penalty: 127934.179688
Iteration 110Q: 37 clusters Score -1.576774e+08 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127378 members 
Mstep: Class 2 contains 3863 members 
Mstep: Class 3 contains 12087 members 
Mstep: Class 4 contains 12747 members 
Mstep: Class 5 contains 14212 members 
Mstep: Class 6 contains 287720 members 
Mstep: Class 7 contains 224892 members 
Mstep: Class 8 contains 65139 members 
Mstep: Class 9 contains 24729 members 
Mstep: Class 10 contains 7588 members 
Mstep: Class 11 contains 8413 members 
Mstep: Class 12 contains 74052 members 
Mstep: Class 13 contains 9895 members 
Mstep: Class 14 contains 225949 members 
Mstep: Class 15 contains 13716 members 
Mstep: Class 16 contains 224109 members 
Mstep: Class 17 contains 5943 members 
Mstep: Class 18 contains 8157 members 
Mstep: Class 19 contains 19701 members 
Mstep: Class 20 contains 23560 members 
Mstep: Class 21 contains 6824 members 
Mstep: Class 22 contains 7345 members 
Mstep: Class 23 contains 4900 members 
Mstep: Class 24 contains 18620 members 
Mstep: Class 25 contains 8814 members 
Mstep: Class 26 contains 7427 members 
Mstep: Class 27 contains 3135 members 
Mstep: Class 28 contains 15737 members 
Mstep: Class 29 contains 8622 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 104961 members 
Mstep: Class 32 contains 5870 members 
Mstep: Class 33 contains 54469 members 
Mstep: Class 34 contains 2905 members 
Mstep: Class 35 contains 4411 members 
Mstep: Class 36 contains 4877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157678352.000000 Penalty: 127934.179688
Iteration 111Q: 37 clusters Score -1.576784e+08 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127382 members 
Mstep: Class 2 contains 3867 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 12747 members 
Mstep: Class 5 contains 14000 members 
Mstep: Class 6 contains 290215 members 
Mstep: Class 7 contains 224901 members 
Mstep: Class 8 contains 65098 members 
Mstep: Class 9 contains 24754 members 
Mstep: Class 10 contains 7591 members 
Mstep: Class 11 contains 8411 members 
Mstep: Class 12 contains 74006 members 
Mstep: Class 13 contains 9891 members 
Mstep: Class 14 contains 225967 members 
Mstep: Class 15 contains 13699 members 
Mstep: Class 16 contains 224057 members 
Mstep: Class 17 contains 5940 members 
Mstep: Class 18 contains 8360 members 
Mstep: Class 19 contains 17534 members 
Mstep: Class 20 contains 23553 members 
Mstep: Class 21 contains 6823 members 
Mstep: Class 22 contains 7339 members 
Mstep: Class 23 contains 4951 members 
Mstep: Class 24 contains 18615 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 7410 members 
Mstep: Class 27 contains 3174 members 
Mstep: Class 28 contains 15740 members 
Mstep: Class 29 contains 8572 members 
Mstep: Class 30 contains 19225 members 
Mstep: Class 31 contains 104961 members 
Mstep: Class 32 contains 5866 members 
Mstep: Class 33 contains 54337 members 
Mstep: Class 34 contains 2889 members 
Mstep: Class 35 contains 4410 members 
Mstep: Class 36 contains 4875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157679872.000000 Penalty: 127934.179688
Iteration 112Q: 37 clusters Score -1.576799e+08 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127389 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 12001 members 
Mstep: Class 4 contains 12736 members 
Mstep: Class 5 contains 13774 members 
Mstep: Class 6 contains 292645 members 
Mstep: Class 7 contains 224902 members 
Mstep: Class 8 contains 65048 members 
Mstep: Class 9 contains 24782 members 
Mstep: Class 10 contains 7590 members 
Mstep: Class 11 contains 8409 members 
Mstep: Class 12 contains 73967 members 
Mstep: Class 13 contains 9888 members 
Mstep: Class 14 contains 225977 members 
Mstep: Class 15 contains 13701 members 
Mstep: Class 16 contains 223998 members 
Mstep: Class 17 contains 5942 members 
Mstep: Class 18 contains 8611 members 
Mstep: Class 19 contains 15357 members 
Mstep: Class 20 contains 23543 members 
Mstep: Class 21 contains 6827 members 
Mstep: Class 22 contains 7342 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 18613 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 7403 members 
Mstep: Class 27 contains 3211 members 
Mstep: Class 28 contains 15743 members 
Mstep: Class 29 contains 8512 members 
Mstep: Class 30 contains 19215 members 
Mstep: Class 31 contains 104964 members 
Mstep: Class 32 contains 5859 members 
Mstep: Class 33 contains 54192 members 
Mstep: Class 34 contains 2888 members 
Mstep: Class 35 contains 4411 members 
Mstep: Class 36 contains 4877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157681488.000000 Penalty: 127934.179688
Iteration 113Q: 37 clusters Score -1.576815e+08 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127368 members 
Mstep: Class 2 contains 3887 members 
Mstep: Class 3 contains 11961 members 
Mstep: Class 4 contains 12745 members 
Mstep: Class 5 contains 13556 members 
Mstep: Class 6 contains 295021 members 
Mstep: Class 7 contains 224922 members 
Mstep: Class 8 contains 64997 members 
Mstep: Class 9 contains 24805 members 
Mstep: Class 10 contains 7591 members 
Mstep: Class 11 contains 8408 members 
Mstep: Class 12 contains 73892 members 
Mstep: Class 13 contains 9889 members 
Mstep: Class 14 contains 225998 members 
Mstep: Class 15 contains 13709 members 
Mstep: Class 16 contains 223907 members 
Mstep: Class 17 contains 5939 members 
Mstep: Class 18 contains 8868 members 
Mstep: Class 19 contains 13280 members 
Mstep: Class 20 contains 23537 members 
Mstep: Class 21 contains 6834 members 
Mstep: Class 22 contains 7343 members 
Mstep: Class 23 contains 5046 members 
Mstep: Class 24 contains 18610 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 7393 members 
Mstep: Class 27 contains 3263 members 
Mstep: Class 28 contains 15747 members 
Mstep: Class 29 contains 8454 members 
Mstep: Class 30 contains 19211 members 
Mstep: Class 31 contains 104971 members 
Mstep: Class 32 contains 5852 members 
Mstep: Class 33 contains 54034 members 
Mstep: Class 34 contains 2874 members 
Mstep: Class 35 contains 4408 members 
Mstep: Class 36 contains 4876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157682768.000000 Penalty: 127934.179688
Iteration 114Q: 37 clusters Score -1.576828e+08 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127367 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 11899 members 
Mstep: Class 4 contains 12751 members 
Mstep: Class 5 contains 13320 members 
Mstep: Class 6 contains 297200 members 
Mstep: Class 7 contains 224934 members 
Mstep: Class 8 contains 64955 members 
Mstep: Class 9 contains 24818 members 
Mstep: Class 10 contains 7608 members 
Mstep: Class 11 contains 8408 members 
Mstep: Class 12 contains 73856 members 
Mstep: Class 13 contains 9884 members 
Mstep: Class 14 contains 226019 members 
Mstep: Class 15 contains 13678 members 
Mstep: Class 16 contains 223856 members 
Mstep: Class 17 contains 5938 members 
Mstep: Class 18 contains 9100 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 20 contains 23539 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 7342 members 
Mstep: Class 23 contains 5111 members 
Mstep: Class 24 contains 18607 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 7381 members 
Mstep: Class 27 contains 3308 members 
Mstep: Class 28 contains 15749 members 
Mstep: Class 29 contains 8395 members 
Mstep: Class 30 contains 19206 members 
Mstep: Class 31 contains 104967 members 
Mstep: Class 32 contains 5850 members 
Mstep: Class 33 contains 53876 members 
Mstep: Class 34 contains 2860 members 
Mstep: Class 35 contains 4403 members 
Mstep: Class 36 contains 4876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157684848.000000 Penalty: 127934.179688
Iteration 115Q: 37 clusters Score -1.576848e+08 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127356 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 11822 members 
Mstep: Class 4 contains 12747 members 
Mstep: Class 5 contains 13094 members 
Mstep: Class 6 contains 299232 members 
Mstep: Class 7 contains 224939 members 
Mstep: Class 8 contains 64924 members 
Mstep: Class 9 contains 24850 members 
Mstep: Class 10 contains 7607 members 
Mstep: Class 11 contains 8407 members 
Mstep: Class 12 contains 73809 members 
Mstep: Class 13 contains 9884 members 
Mstep: Class 14 contains 226026 members 
Mstep: Class 15 contains 13674 members 
Mstep: Class 16 contains 223765 members 
Mstep: Class 17 contains 5931 members 
Mstep: Class 18 contains 9325 members 
Mstep: Class 19 contains 9776 members 
Mstep: Class 20 contains 23537 members 
Mstep: Class 21 contains 6830 members 
Mstep: Class 22 contains 7338 members 
Mstep: Class 23 contains 5175 members 
Mstep: Class 24 contains 18605 members 
Mstep: Class 25 contains 8811 members 
Mstep: Class 26 contains 7372 members 
Mstep: Class 27 contains 3353 members 
Mstep: Class 28 contains 15748 members 
Mstep: Class 29 contains 8335 members 
Mstep: Class 30 contains 19205 members 
Mstep: Class 31 contains 104966 members 
Mstep: Class 32 contains 5847 members 
Mstep: Class 33 contains 53669 members 
Mstep: Class 34 contains 2869 members 
Mstep: Class 35 contains 4401 members 
Mstep: Class 36 contains 4878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157686400.000000 Penalty: 127934.179688
Iteration 116Q: 37 clusters Score -1.576864e+08 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127353 members 
Mstep: Class 2 contains 3897 members 
Mstep: Class 3 contains 11758 members 
Mstep: Class 4 contains 12743 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 300903 members 
Mstep: Class 7 contains 224958 members 
Mstep: Class 8 contains 64887 members 
Mstep: Class 9 contains 24880 members 
Mstep: Class 10 contains 7607 members 
Mstep: Class 11 contains 8407 members 
Mstep: Class 12 contains 73776 members 
Mstep: Class 13 contains 9879 members 
Mstep: Class 14 contains 226036 members 
Mstep: Class 15 contains 13652 members 
Mstep: Class 16 contains 223695 members 
Mstep: Class 17 contains 5931 members 
Mstep: Class 18 contains 9501 members 
Mstep: Class 19 contains 8504 members 
Mstep: Class 20 contains 23532 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 7338 members 
Mstep: Class 23 contains 5243 members 
Mstep: Class 24 contains 18599 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 7360 members 
Mstep: Class 27 contains 3392 members 
Mstep: Class 28 contains 15744 members 
Mstep: Class 29 contains 8276 members 
Mstep: Class 30 contains 19206 members 
Mstep: Class 31 contains 104959 members 
Mstep: Class 32 contains 5838 members 
Mstep: Class 33 contains 53437 members 
Mstep: Class 34 contains 2869 members 
Mstep: Class 35 contains 4397 members 
Mstep: Class 36 contains 4887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157687312.000000 Penalty: 127934.179688
Iteration 117Q: 37 clusters Score -1.576873e+08 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127339 members 
Mstep: Class 2 contains 3903 members 
Mstep: Class 3 contains 11704 members 
Mstep: Class 4 contains 12739 members 
Mstep: Class 5 contains 12765 members 
Mstep: Class 6 contains 302253 members 
Mstep: Class 7 contains 224972 members 
Mstep: Class 8 contains 64850 members 
Mstep: Class 9 contains 24904 members 
Mstep: Class 10 contains 7621 members 
Mstep: Class 11 contains 8407 members 
Mstep: Class 12 contains 73735 members 
Mstep: Class 13 contains 9871 members 
Mstep: Class 14 contains 226049 members 
Mstep: Class 15 contains 13613 members 
Mstep: Class 16 contains 223647 members 
Mstep: Class 17 contains 5930 members 
Mstep: Class 18 contains 9650 members 
Mstep: Class 19 contains 7546 members 
Mstep: Class 20 contains 23526 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 7337 members 
Mstep: Class 23 contains 5311 members 
Mstep: Class 24 contains 18596 members 
Mstep: Class 25 contains 8811 members 
Mstep: Class 26 contains 7347 members 
Mstep: Class 27 contains 3429 members 
Mstep: Class 28 contains 15742 members 
Mstep: Class 29 contains 8215 members 
Mstep: Class 30 contains 19199 members 
Mstep: Class 31 contains 104956 members 
Mstep: Class 32 contains 5824 members 
Mstep: Class 33 contains 53227 members 
Mstep: Class 34 contains 2875 members 
Mstep: Class 35 contains 4402 members 
Mstep: Class 36 contains 4884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157688528.000000 Penalty: 127934.179688
Iteration 118Q: 37 clusters Score -1.576885e+08 nChanged 2440
Entering ConstructFrom: 
Score: -157688528.000000 Penalty: 127934.179688
Entering ConstructFrom: 
Trying to split cluster 1 (127337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127337 members 
Entering Unmasked Estep 
Score: -12353790.000000 Penalty: 2915.138916
	Iteration 0F: 2 clusters Score -1.235379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63795 members 
Mstep: Class 2 contains 63542 members 
Entering Unmasked Estep 
Score: -12268841.000000 Penalty: 5830.277832
	Iteration 0F: 3 clusters Score -1.226884e+07 nChanged 60258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 61944 members 
Entering Unmasked Estep 
Score: -12303464.000000 Penalty: 5830.277832
	Iteration 1F: 3 clusters Score -1.230346e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -12304240.000000 Penalty: 5830.277832
	Iteration 2Q: 3 clusters Score -1.230424e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67946 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -12305164.000000 Penalty: 5830.277832
	Iteration 3Q: 3 clusters Score -1.230516e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -12306503.000000 Penalty: 5830.277832
	Iteration 4Q: 3 clusters Score -1.23065e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74183 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -12308385.000000 Penalty: 5830.277832
	Iteration 5Q: 3 clusters Score -1.230838e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79579 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -12311731.000000 Penalty: 5830.277832
	Iteration 6F: 3 clusters Score -1.231173e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -12316930.000000 Penalty: 5830.277832
	Iteration 7F: 3 clusters Score -1.231693e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95315 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -12324089.000000 Penalty: 5830.277832
	Iteration 8F: 3 clusters Score -1.232409e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103730 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -12331638.000000 Penalty: 5830.277832
	Iteration 9F: 3 clusters Score -1.233164e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110580 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -12337916.000000 Penalty: 5830.277832
	Iteration 10F: 3 clusters Score -1.233792e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115631 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -12342337.000000 Penalty: 5830.277832
	Iteration 11Q: 3 clusters Score -1.234234e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119098 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -12345077.000000 Penalty: 5830.277832
	Iteration 12Q: 3 clusters Score -1.234508e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121674 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -12347179.000000 Penalty: 5830.277832
	Iteration 13Q: 3 clusters Score -1.234718e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123541 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -12348712.000000 Penalty: 5830.277832
	Iteration 14Q: 3 clusters Score -1.234871e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124788 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -12349680.000000 Penalty: 5830.277832
	Iteration 15Q: 3 clusters Score -1.234968e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125610 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -12350215.000000 Penalty: 5830.277832
	Iteration 16Q: 3 clusters Score -1.235022e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126080 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -12350592.000000 Penalty: 5830.277832
	Iteration 17Q: 3 clusters Score -1.235059e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126368 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -12350813.000000 Penalty: 5830.277832
	Iteration 18Q: 3 clusters Score -1.235081e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126538 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -12350943.000000 Penalty: 5830.277832
	Iteration 19Q: 3 clusters Score -1.235094e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126659 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -12351081.000000 Penalty: 5830.277832
	Iteration 20F: 3 clusters Score -1.235108e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126727 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -12351156.000000 Penalty: 5830.277832
	Iteration 21Q: 3 clusters Score -1.235116e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126778 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -12351178.000000 Penalty: 5830.277832
	Iteration 22Q: 3 clusters Score -1.235118e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126813 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12351200.000000 Penalty: 5830.277832
	Iteration 23Q: 3 clusters Score -1.23512e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126836 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12351238.000000 Penalty: 5830.277832
	Iteration 24Q: 3 clusters Score -1.235124e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126849 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12351248.000000 Penalty: 5830.277832
	Iteration 25Q: 3 clusters Score -1.235125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126853 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12351252.000000 Penalty: 5830.277832
	Iteration 26Q: 3 clusters Score -1.235125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126855 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -12351250.000000 Penalty: 5830.277832
	Iteration 27Q: 3 clusters Score -1.235125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126858 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -12351254.000000 Penalty: 5830.277832
	Iteration 28Q: 3 clusters Score -1.235125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126861 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -12351261.000000 Penalty: 5830.277832
	Iteration 29Q: 3 clusters Score -1.235126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126865 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -12351252.000000 Penalty: 5830.277832
	Iteration 30Q: 3 clusters Score -1.235125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126868 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -12351258.000000 Penalty: 5830.277832
	Iteration 31Q: 3 clusters Score -1.235126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126873 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12351262.000000 Penalty: 5830.277832
	Iteration 32Q: 3 clusters Score -1.235126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126877 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -12351267.000000 Penalty: 5830.277832
	Iteration 33Q: 3 clusters Score -1.235127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126880 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -12351265.000000 Penalty: 5830.277832
	Iteration 34Q: 3 clusters Score -1.235126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126881 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -12351263.000000 Penalty: 5830.277832
	Iteration 35Q: 3 clusters Score -1.235126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126885 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -12351274.000000 Penalty: 5830.277832
	Iteration 36Q: 3 clusters Score -1.235127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126889 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -12351277.000000 Penalty: 5830.277832
	Iteration 37Q: 3 clusters Score -1.235128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126890 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12351281.000000 Penalty: 5830.277832
	Iteration 38Q: 3 clusters Score -1.235128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126892 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -12351281.000000 Penalty: 5830.277832
	Iteration 39Q: 3 clusters Score -1.235128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126892 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -12351281.000000 Penalty: 5830.277832
	Iteration 40F: 3 clusters Score -1.235128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Entering Unmasked Estep 
Score: -360398.593750 Penalty: 2051.343994
	Iteration 0F: 2 clusters Score -360398.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -356591.125000 Penalty: 4102.687988
	Iteration 0F: 3 clusters Score -356591.1 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -357528.062500 Penalty: 4102.687988
	Iteration 1F: 3 clusters Score -357528.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -357773.968750 Penalty: 4102.687988
	Iteration 2F: 3 clusters Score -357774 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -357959.531250 Penalty: 4102.687988
	Iteration 3F: 3 clusters Score -357959.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -358084.750000 Penalty: 4102.687988
	Iteration 4Q: 3 clusters Score -358084.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -358182.750000 Penalty: 4102.687988
	Iteration 5Q: 3 clusters Score -358182.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -358263.156250 Penalty: 4102.687988
	Iteration 6Q: 3 clusters Score -358263.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -358336.718750 Penalty: 4102.687988
	Iteration 7Q: 3 clusters Score -358336.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -358399.250000 Penalty: 4102.687988
	Iteration 8Q: 3 clusters Score -358399.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -358444.687500 Penalty: 4102.687988
	Iteration 9Q: 3 clusters Score -358444.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -358480.906250 Penalty: 4102.687988
	Iteration 10Q: 3 clusters Score -358480.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -358514.281250 Penalty: 4102.687988
	Iteration 11Q: 3 clusters Score -358514.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -358539.531250 Penalty: 4102.687988
	Iteration 12Q: 3 clusters Score -358539.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -358561.156250 Penalty: 4102.687988
	Iteration 13Q: 3 clusters Score -358561.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -358579.812500 Penalty: 4102.687988
	Iteration 14Q: 3 clusters Score -358579.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -358590.562500 Penalty: 4102.687988
	Iteration 15Q: 3 clusters Score -358590.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -358597.312500 Penalty: 4102.687988
	Iteration 16Q: 3 clusters Score -358597.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -358605.031250 Penalty: 4102.687988
	Iteration 17Q: 3 clusters Score -358605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -358611.250000 Penalty: 4102.687988
	Iteration 18Q: 3 clusters Score -358611.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -358617.125000 Penalty: 4102.687988
	Iteration 19Q: 3 clusters Score -358617.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -358620.843750 Penalty: 4102.687988
	Iteration 20F: 3 clusters Score -358620.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -358624.218750 Penalty: 4102.687988
	Iteration 21Q: 3 clusters Score -358624.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -358627.437500 Penalty: 4102.687988
	Iteration 22Q: 3 clusters Score -358627.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -358629.937500 Penalty: 4102.687988
	Iteration 23Q: 3 clusters Score -358629.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -358631.656250 Penalty: 4102.687988
	Iteration 24Q: 3 clusters Score -358631.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -358633.062500 Penalty: 4102.687988
	Iteration 25Q: 3 clusters Score -358633.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -358634.343750 Penalty: 4102.687988
	Iteration 26Q: 3 clusters Score -358634.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -358636.093750 Penalty: 4102.687988
	Iteration 27Q: 3 clusters Score -358636.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -358638.593750 Penalty: 4102.687988
	Iteration 28Q: 3 clusters Score -358638.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -358639.656250 Penalty: 4102.687988
	Iteration 29Q: 3 clusters Score -358639.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -358641.218750 Penalty: 4102.687988
	Iteration 30Q: 3 clusters Score -358641.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -358641.750000 Penalty: 4102.687988
	Iteration 31Q: 3 clusters Score -358641.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -358642.593750 Penalty: 4102.687988
	Iteration 32Q: 3 clusters Score -358642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -358643.156250 Penalty: 4102.687988
	Iteration 33Q: 3 clusters Score -358643.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -358643.156250 Penalty: 4102.687988
	Iteration 34F: 3 clusters Score -358643.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Entering Unmasked Estep 
Score: -1088025.125000 Penalty: 2321.932617
	Iteration 0F: 2 clusters Score -1088025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1079333.250000 Penalty: 4643.865234
	Iteration 0F: 3 clusters Score -1079333 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1082084.125000 Penalty: 4643.865234
	Iteration 1F: 3 clusters Score -1082084 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1082568.375000 Penalty: 4643.865234
	Iteration 2F: 3 clusters Score -1082568 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1082975.000000 Penalty: 4643.865234
	Iteration 3F: 3 clusters Score -1082975 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1083390.875000 Penalty: 4643.865234
	Iteration 4F: 3 clusters Score -1083391 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1083768.125000 Penalty: 4643.865234
	Iteration 5F: 3 clusters Score -1083768 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1084153.875000 Penalty: 4643.865234
	Iteration 6Q: 3 clusters Score -1084154 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1084510.625000 Penalty: 4643.865234
	Iteration 7Q: 3 clusters Score -1084511 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1084784.875000 Penalty: 4643.865234
	Iteration 8Q: 3 clusters Score -1084785 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1085021.250000 Penalty: 4643.865234
	Iteration 9Q: 3 clusters Score -1085021 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1085259.625000 Penalty: 4643.865234
	Iteration 10Q: 3 clusters Score -1085260 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1085501.625000 Penalty: 4643.865234
	Iteration 11Q: 3 clusters Score -1085502 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1085744.500000 Penalty: 4643.865234
	Iteration 12Q: 3 clusters Score -1085744 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1085973.500000 Penalty: 4643.865234
	Iteration 13Q: 3 clusters Score -1085974 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1086180.500000 Penalty: 4643.865234
	Iteration 14Q: 3 clusters Score -1086180 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1086311.000000 Penalty: 4643.865234
	Iteration 15Q: 3 clusters Score -1086311 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1086397.750000 Penalty: 4643.865234
	Iteration 16Q: 3 clusters Score -1086398 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1086455.250000 Penalty: 4643.865234
	Iteration 17Q: 3 clusters Score -1086455 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1086486.750000 Penalty: 4643.865234
	Iteration 18Q: 3 clusters Score -1086487 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1086510.500000 Penalty: 4643.865234
	Iteration 19Q: 3 clusters Score -1086510 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1086536.750000 Penalty: 4643.865234
	Iteration 20F: 3 clusters Score -1086537 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1086560.000000 Penalty: 4643.865234
	Iteration 21Q: 3 clusters Score -1086560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1086578.250000 Penalty: 4643.865234
	Iteration 22Q: 3 clusters Score -1086578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1086589.250000 Penalty: 4643.865234
	Iteration 23Q: 3 clusters Score -1086589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1086600.000000 Penalty: 4643.865234
	Iteration 24Q: 3 clusters Score -1086600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1086605.875000 Penalty: 4643.865234
	Iteration 25Q: 3 clusters Score -1086606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1086617.125000 Penalty: 4643.865234
	Iteration 26Q: 3 clusters Score -1086617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1086623.375000 Penalty: 4643.865234
	Iteration 27Q: 3 clusters Score -1086623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1086629.625000 Penalty: 4643.865234
	Iteration 28Q: 3 clusters Score -1086630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1086635.625000 Penalty: 4643.865234
	Iteration 29Q: 3 clusters Score -1086636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1086642.250000 Penalty: 4643.865234
	Iteration 30Q: 3 clusters Score -1086642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1086651.250000 Penalty: 4643.865234
	Iteration 31Q: 3 clusters Score -1086651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1086658.125000 Penalty: 4643.865234
	Iteration 32Q: 3 clusters Score -1086658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1086663.500000 Penalty: 4643.865234
	Iteration 33Q: 3 clusters Score -1086664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1086669.750000 Penalty: 4643.865234
	Iteration 34Q: 3 clusters Score -1086670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1086679.750000 Penalty: 4643.865234
	Iteration 35Q: 3 clusters Score -1086680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1086683.250000 Penalty: 4643.865234
	Iteration 36Q: 3 clusters Score -1086683 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1086691.000000 Penalty: 4643.865234
	Iteration 37Q: 3 clusters Score -1086691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1086702.250000 Penalty: 4643.865234
	Iteration 38Q: 3 clusters Score -1086702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1086708.500000 Penalty: 4643.865234
	Iteration 39Q: 3 clusters Score -1086708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1086713.625000 Penalty: 4643.865234
	Iteration 40F: 3 clusters Score -1086714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1086720.250000 Penalty: 4643.865234
	Iteration 41Q: 3 clusters Score -1086720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1086724.250000 Penalty: 4643.865234
	Iteration 42Q: 3 clusters Score -1086724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1086733.375000 Penalty: 4643.865234
	Iteration 43Q: 3 clusters Score -1086733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1086744.625000 Penalty: 4643.865234
	Iteration 44Q: 3 clusters Score -1086745 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1086755.125000 Penalty: 4643.865234
	Iteration 45Q: 3 clusters Score -1086755 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1086768.125000 Penalty: 4643.865234
	Iteration 46Q: 3 clusters Score -1086768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1086779.000000 Penalty: 4643.865234
	Iteration 47Q: 3 clusters Score -1086779 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1086789.375000 Penalty: 4643.865234
	Iteration 48Q: 3 clusters Score -1086789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1086803.125000 Penalty: 4643.865234
	Iteration 49Q: 3 clusters Score -1086803 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1086819.750000 Penalty: 4643.865234
	Iteration 50Q: 3 clusters Score -1086820 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1086834.625000 Penalty: 4643.865234
	Iteration 51Q: 3 clusters Score -1086835 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1086846.500000 Penalty: 4643.865234
	Iteration 52Q: 3 clusters Score -1086846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1086857.000000 Penalty: 4643.865234
	Iteration 53Q: 3 clusters Score -1086857 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1086864.750000 Penalty: 4643.865234
	Iteration 54Q: 3 clusters Score -1086865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1086874.750000 Penalty: 4643.865234
	Iteration 55Q: 3 clusters Score -1086875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1086876.000000 Penalty: 4643.865234
	Iteration 56Q: 3 clusters Score -1086876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1086876.500000 Penalty: 4643.865234
	Iteration 57Q: 3 clusters Score -1086876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1086883.500000 Penalty: 4643.865234
	Iteration 58Q: 3 clusters Score -1086884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1086889.250000 Penalty: 4643.865234
	Iteration 59Q: 3 clusters Score -1086889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1086890.125000 Penalty: 4643.865234
	Iteration 60F: 3 clusters Score -1086890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1086896.875000 Penalty: 4643.865234
	Iteration 61Q: 3 clusters Score -1086897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1086902.625000 Penalty: 4643.865234
	Iteration 62Q: 3 clusters Score -1086903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1086906.750000 Penalty: 4643.865234
	Iteration 63Q: 3 clusters Score -1086907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1086912.625000 Penalty: 4643.865234
	Iteration 64Q: 3 clusters Score -1086913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1086914.750000 Penalty: 4643.865234
	Iteration 65Q: 3 clusters Score -1086915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1086924.000000 Penalty: 4643.865234
	Iteration 66Q: 3 clusters Score -1086924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1086939.125000 Penalty: 4643.865234
	Iteration 67Q: 3 clusters Score -1086939 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1086949.750000 Penalty: 4643.865234
	Iteration 68Q: 3 clusters Score -1086950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1086972.000000 Penalty: 4643.865234
	Iteration 69Q: 3 clusters Score -1086972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1086991.125000 Penalty: 4643.865234
	Iteration 70Q: 3 clusters Score -1086991 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1087009.375000 Penalty: 4643.865234
	Iteration 71Q: 3 clusters Score -1087009 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1087026.500000 Penalty: 4643.865234
	Iteration 72Q: 3 clusters Score -1087026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1087044.250000 Penalty: 4643.865234
	Iteration 73Q: 3 clusters Score -1087044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1087060.625000 Penalty: 4643.865234
	Iteration 74Q: 3 clusters Score -1087061 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1087073.750000 Penalty: 4643.865234
	Iteration 75Q: 3 clusters Score -1087074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1087088.625000 Penalty: 4643.865234
	Iteration 76Q: 3 clusters Score -1087089 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1087100.375000 Penalty: 4643.865234
	Iteration 77Q: 3 clusters Score -1087100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1087114.125000 Penalty: 4643.865234
	Iteration 78Q: 3 clusters Score -1087114 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1087132.000000 Penalty: 4643.865234
	Iteration 79Q: 3 clusters Score -1087132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1087149.125000 Penalty: 4643.865234
	Iteration 80F: 3 clusters Score -1087149 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1087169.750000 Penalty: 4643.865234
	Iteration 81Q: 3 clusters Score -1087170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1087183.750000 Penalty: 4643.865234
	Iteration 82Q: 3 clusters Score -1087184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1087195.000000 Penalty: 4643.865234
	Iteration 83Q: 3 clusters Score -1087195 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1087212.125000 Penalty: 4643.865234
	Iteration 84Q: 3 clusters Score -1087212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1087222.750000 Penalty: 4643.865234
	Iteration 85Q: 3 clusters Score -1087223 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1087232.875000 Penalty: 4643.865234
	Iteration 86Q: 3 clusters Score -1087233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1087234.000000 Penalty: 4643.865234
	Iteration 87Q: 3 clusters Score -1087234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1087239.375000 Penalty: 4643.865234
	Iteration 88Q: 3 clusters Score -1087239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1087250.000000 Penalty: 4643.865234
	Iteration 89Q: 3 clusters Score -1087250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1087252.000000 Penalty: 4643.865234
	Iteration 90Q: 3 clusters Score -1087252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1087257.750000 Penalty: 4643.865234
	Iteration 91Q: 3 clusters Score -1087258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1087258.000000 Penalty: 4643.865234
	Iteration 92Q: 3 clusters Score -1087258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1087261.000000 Penalty: 4643.865234
	Iteration 93Q: 3 clusters Score -1087261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1087266.500000 Penalty: 4643.865234
	Iteration 94Q: 3 clusters Score -1087266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1087266.500000 Penalty: 4643.865234
	Iteration 95Q: 3 clusters Score -1087266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1087270.000000 Penalty: 4643.865234
	Iteration 96Q: 3 clusters Score -1087270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1087269.250000 Penalty: 4643.865234
	Iteration 97Q: 3 clusters Score -1087269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1087269.250000 Penalty: 4643.865234
	Iteration 98Q: 3 clusters Score -1087269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1087271.375000 Penalty: 4643.865234
	Iteration 99Q: 3 clusters Score -1087271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1087271.875000 Penalty: 4643.865234
	Iteration 100F: 3 clusters Score -1087272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Entering Unmasked Estep 
Score: -1201755.375000 Penalty: 2344.142578
	Iteration 0F: 2 clusters Score -1201755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1192364.500000 Penalty: 4688.285156
	Iteration 0F: 3 clusters Score -1192364 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1195225.125000 Penalty: 4688.285156
	Iteration 1F: 3 clusters Score -1195225 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1195550.750000 Penalty: 4688.285156
	Iteration 2F: 3 clusters Score -1195551 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1195787.750000 Penalty: 4688.285156
	Iteration 3Q: 3 clusters Score -1195788 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1196032.125000 Penalty: 4688.285156
	Iteration 4Q: 3 clusters Score -1196032 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1196339.625000 Penalty: 4688.285156
	Iteration 5Q: 3 clusters Score -1196340 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1196677.375000 Penalty: 4688.285156
	Iteration 6Q: 3 clusters Score -1196677 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1197027.875000 Penalty: 4688.285156
	Iteration 7Q: 3 clusters Score -1197028 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1197402.375000 Penalty: 4688.285156
	Iteration 8Q: 3 clusters Score -1197402 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1197789.750000 Penalty: 4688.285156
	Iteration 9Q: 3 clusters Score -1197790 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1198189.500000 Penalty: 4688.285156
	Iteration 10Q: 3 clusters Score -1198190 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1198624.750000 Penalty: 4688.285156
	Iteration 11Q: 3 clusters Score -1198625 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1199047.250000 Penalty: 4688.285156
	Iteration 12Q: 3 clusters Score -1199047 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1199418.750000 Penalty: 4688.285156
	Iteration 13Q: 3 clusters Score -1199419 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1199703.500000 Penalty: 4688.285156
	Iteration 14Q: 3 clusters Score -1199704 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1199912.875000 Penalty: 4688.285156
	Iteration 15Q: 3 clusters Score -1199913 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1200075.125000 Penalty: 4688.285156
	Iteration 16Q: 3 clusters Score -1200075 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1200199.375000 Penalty: 4688.285156
	Iteration 17Q: 3 clusters Score -1200199 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1200273.375000 Penalty: 4688.285156
	Iteration 18Q: 3 clusters Score -1200273 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1200332.375000 Penalty: 4688.285156
	Iteration 19Q: 3 clusters Score -1200332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1200355.375000 Penalty: 4688.285156
	Iteration 20F: 3 clusters Score -1200355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1200364.250000 Penalty: 4688.285156
	Iteration 21Q: 3 clusters Score -1200364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1200367.750000 Penalty: 4688.285156
	Iteration 22Q: 3 clusters Score -1200368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1200373.125000 Penalty: 4688.285156
	Iteration 23Q: 3 clusters Score -1200373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1200375.250000 Penalty: 4688.285156
	Iteration 24Q: 3 clusters Score -1200375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1200378.500000 Penalty: 4688.285156
	Iteration 25Q: 3 clusters Score -1200378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1200377.375000 Penalty: 4688.285156
	Iteration 26Q: 3 clusters Score -1200377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1200377.250000 Penalty: 4688.285156
	Iteration 27Q: 3 clusters Score -1200377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1200379.250000 Penalty: 4688.285156
	Iteration 28Q: 3 clusters Score -1200379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1200379.625000 Penalty: 4688.285156
	Iteration 29Q: 3 clusters Score -1200380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1200380.000000 Penalty: 4688.285156
	Iteration 30Q: 3 clusters Score -1200380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1200380.250000 Penalty: 4688.285156
	Iteration 31Q: 3 clusters Score -1200380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1200381.000000 Penalty: 4688.285156
	Iteration 32Q: 3 clusters Score -1200381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1200380.250000 Penalty: 4688.285156
	Iteration 33Q: 3 clusters Score -1200380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1200380.250000 Penalty: 4688.285156
	Iteration 34F: 3 clusters Score -1200380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Entering Unmasked Estep 
Score: -1202538.375000 Penalty: 2342.971436
	Iteration 0F: 2 clusters Score -1202538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1193193.250000 Penalty: 4685.942871
	Iteration 0F: 3 clusters Score -1193193 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1196231.125000 Penalty: 4685.942871
	Iteration 1F: 3 clusters Score -1196231 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1196911.000000 Penalty: 4685.942871
	Iteration 2F: 3 clusters Score -1196911 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1197656.500000 Penalty: 4685.942871
	Iteration 3F: 3 clusters Score -1197656 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1198405.125000 Penalty: 4685.942871
	Iteration 4F: 3 clusters Score -1198405 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1199177.375000 Penalty: 4685.942871
	Iteration 5F: 3 clusters Score -1199177 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1199828.125000 Penalty: 4685.942871
	Iteration 6F: 3 clusters Score -1199828 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1200392.250000 Penalty: 4685.942871
	Iteration 7F: 3 clusters Score -1200392 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1200840.125000 Penalty: 4685.942871
	Iteration 8F: 3 clusters Score -1200840 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1201200.375000 Penalty: 4685.942871
	Iteration 9Q: 3 clusters Score -1201200 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1201510.625000 Penalty: 4685.942871
	Iteration 10Q: 3 clusters Score -1201511 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1201790.875000 Penalty: 4685.942871
	Iteration 11Q: 3 clusters Score -1201791 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1202115.625000 Penalty: 4685.942871
	Iteration 12Q: 3 clusters Score -1202116 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1202416.125000 Penalty: 4685.942871
	Iteration 13Q: 3 clusters Score -1202416 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1202659.375000 Penalty: 4685.942871
	Iteration 14Q: 3 clusters Score -1202659 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1202842.750000 Penalty: 4685.942871
	Iteration 15Q: 3 clusters Score -1202843 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1202938.250000 Penalty: 4685.942871
	Iteration 16Q: 3 clusters Score -1202938 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1202983.250000 Penalty: 4685.942871
	Iteration 17Q: 3 clusters Score -1202983 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1203006.500000 Penalty: 4685.942871
	Iteration 18Q: 3 clusters Score -1203006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1203018.875000 Penalty: 4685.942871
	Iteration 19Q: 3 clusters Score -1203019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1203019.000000 Penalty: 4685.942871
	Iteration 20F: 3 clusters Score -1203019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1203026.125000 Penalty: 4685.942871
	Iteration 21Q: 3 clusters Score -1203026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1203028.125000 Penalty: 4685.942871
	Iteration 22Q: 3 clusters Score -1203028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1203028.750000 Penalty: 4685.942871
	Iteration 23Q: 3 clusters Score -1203029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1203031.000000 Penalty: 4685.942871
	Iteration 24Q: 3 clusters Score -1203031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1203030.375000 Penalty: 4685.942871
	Iteration 25Q: 3 clusters Score -1203030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1203031.125000 Penalty: 4685.942871
	Iteration 26Q: 3 clusters Score -1203031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1203031.125000 Penalty: 4685.942871
	Iteration 27Q: 3 clusters Score -1203031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1203031.125000 Penalty: 4685.942871
	Iteration 28Q: 3 clusters Score -1203031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1203031.750000 Penalty: 4685.942871
	Iteration 29Q: 3 clusters Score -1203032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1203031.750000 Penalty: 4685.942871
	Iteration 30F: 3 clusters Score -1203032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127337 members 
Mstep: Class 2 contains 3911 members 
Mstep: Class 3 contains 11645 members 
Mstep: Class 4 contains 12736 members 
Mstep: Class 5 contains 3237 members 
Mstep: Class 6 contains 303338 members 
Mstep: Class 7 contains 224974 members 
Mstep: Class 8 contains 64813 members 
Mstep: Class 9 contains 24919 members 
Mstep: Class 10 contains 7605 members 
Mstep: Class 11 contains 8408 members 
Mstep: Class 12 contains 73705 members 
Mstep: Class 13 contains 9864 members 
Mstep: Class 14 contains 226064 members 
Mstep: Class 15 contains 13562 members 
Mstep: Class 16 contains 223613 members 
Mstep: Class 17 contains 5927 members 
Mstep: Class 18 contains 9771 members 
Mstep: Class 19 contains 6842 members 
Mstep: Class 20 contains 23523 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 7334 members 
Mstep: Class 23 contains 5371 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 7335 members 
Mstep: Class 27 contains 3461 members 
Mstep: Class 28 contains 15739 members 
Mstep: Class 29 contains 8164 members 
Mstep: Class 30 contains 19195 members 
Mstep: Class 31 contains 104953 members 
Mstep: Class 32 contains 5824 members 
Mstep: Class 33 contains 52997 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4402 members 
Mstep: Class 36 contains 4883 members 
Mstep: Class 37 contains 9439 members 
Entering Unmasked Estep 
Score: -157688528.000000 Penalty: 131487.906250
Splitting cluster 5 changes total score from -157688528.000000 to -157688528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (303338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303338 members 
Entering Unmasked Estep 
Score: -29732192.000000 Penalty: 3130.405762
	Iteration 0F: 2 clusters Score -2.973219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152149 members 
Mstep: Class 2 contains 151189 members 
Entering Unmasked Estep 
Score: -29538784.000000 Penalty: 6260.811523
	Iteration 0F: 3 clusters Score -2.953878e+07 nChanged 146673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163574 members 
Mstep: Class 2 contains 139764 members 
Entering Unmasked Estep 
Score: -29625852.000000 Penalty: 6260.811523
	Iteration 1F: 3 clusters Score -2.962585e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171217 members 
Mstep: Class 2 contains 132121 members 
Entering Unmasked Estep 
Score: -29628284.000000 Penalty: 6260.811523
	Iteration 2Q: 3 clusters Score -2.962828e+07 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183080 members 
Mstep: Class 2 contains 120258 members 
Entering Unmasked Estep 
Score: -29633312.000000 Penalty: 6260.811523
	Iteration 3Q: 3 clusters Score -2.963331e+07 nChanged 18186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200276 members 
Mstep: Class 2 contains 103062 members 
Entering Unmasked Estep 
Score: -29641912.000000 Penalty: 6260.811523
	Iteration 4F: 3 clusters Score -2.964191e+07 nChanged 23534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223146 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -29656958.000000 Penalty: 6260.811523
	Iteration 5F: 3 clusters Score -2.965696e+07 nChanged 25981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248705 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -29677100.000000 Penalty: 6260.811523
	Iteration 6F: 3 clusters Score -2.96771e+07 nChanged 23596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272179 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -29698496.000000 Penalty: 6260.811523
	Iteration 7F: 3 clusters Score -2.96985e+07 nChanged 16655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288828 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -29715176.000000 Penalty: 6260.811523
	Iteration 8F: 3 clusters Score -2.971518e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297799 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -29723926.000000 Penalty: 6260.811523
	Iteration 9Q: 3 clusters Score -2.972393e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301358 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -29727352.000000 Penalty: 6260.811523
	Iteration 10Q: 3 clusters Score -2.972735e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302550 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -29728608.000000 Penalty: 6260.811523
	Iteration 11Q: 3 clusters Score -2.972861e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302855 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -29729030.000000 Penalty: 6260.811523
	Iteration 12Q: 3 clusters Score -2.972903e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302946 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -29729298.000000 Penalty: 6260.811523
	Iteration 13Q: 3 clusters Score -2.97293e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302974 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -29729362.000000 Penalty: 6260.811523
	Iteration 14Q: 3 clusters Score -2.972936e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302981 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -29729388.000000 Penalty: 6260.811523
	Iteration 15Q: 3 clusters Score -2.972939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302991 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -29729406.000000 Penalty: 6260.811523
	Iteration 16Q: 3 clusters Score -2.972941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302997 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -29729428.000000 Penalty: 6260.811523
	Iteration 17Q: 3 clusters Score -2.972943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303001 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -29729438.000000 Penalty: 6260.811523
	Iteration 18Q: 3 clusters Score -2.972944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303004 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -29729452.000000 Penalty: 6260.811523
	Iteration 19Q: 3 clusters Score -2.972945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303002 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29729448.000000 Penalty: 6260.811523
	Iteration 20F: 3 clusters Score -2.972945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303001 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -29729452.000000 Penalty: 6260.811523
	Iteration 21Q: 3 clusters Score -2.972945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303001 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -29729472.000000 Penalty: 6260.811523
	Iteration 22Q: 3 clusters Score -2.972947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303004 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -29729476.000000 Penalty: 6260.811523
	Iteration 23Q: 3 clusters Score -2.972948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303006 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29729478.000000 Penalty: 6260.811523
	Iteration 24Q: 3 clusters Score -2.972948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303006 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29729460.000000 Penalty: 6260.811523
	Iteration 25Q: 3 clusters Score -2.972946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303006 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29729460.000000 Penalty: 6260.811523
	Iteration 26F: 3 clusters Score -2.972946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (224974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224974 members 
Entering Unmasked Estep 
Score: -22103934.000000 Penalty: 3056.287598
	Iteration 0F: 2 clusters Score -2.210393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112592 members 
Mstep: Class 2 contains 112382 members 
Entering Unmasked Estep 
Score: -21955040.000000 Penalty: 6112.575195
	Iteration 0F: 3 clusters Score -2.195504e+07 nChanged 108030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114512 members 
Mstep: Class 2 contains 110462 members 
Entering Unmasked Estep 
Score: -22017860.000000 Penalty: 6112.575195
	Iteration 1F: 3 clusters Score -2.201786e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115750 members 
Mstep: Class 2 contains 109224 members 
Entering Unmasked Estep 
Score: -22018866.000000 Penalty: 6112.575195
	Iteration 2Q: 3 clusters Score -2.201887e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117655 members 
Mstep: Class 2 contains 107319 members 
Entering Unmasked Estep 
Score: -22019848.000000 Penalty: 6112.575195
	Iteration 3Q: 3 clusters Score -2.201985e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120550 members 
Mstep: Class 2 contains 104424 members 
Entering Unmasked Estep 
Score: -22021002.000000 Penalty: 6112.575195
	Iteration 4Q: 3 clusters Score -2.2021e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125027 members 
Mstep: Class 2 contains 99947 members 
Entering Unmasked Estep 
Score: -22022760.000000 Penalty: 6112.575195
	Iteration 5Q: 3 clusters Score -2.202276e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131966 members 
Mstep: Class 2 contains 93008 members 
Entering Unmasked Estep 
Score: -22025778.000000 Penalty: 6112.575195
	Iteration 6Q: 3 clusters Score -2.202578e+07 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142326 members 
Mstep: Class 2 contains 82648 members 
Entering Unmasked Estep 
Score: -22031280.000000 Penalty: 6112.575195
	Iteration 7F: 3 clusters Score -2.203128e+07 nChanged 15332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156994 members 
Mstep: Class 2 contains 67980 members 
Entering Unmasked Estep 
Score: -22041408.000000 Penalty: 6112.575195
	Iteration 8F: 3 clusters Score -2.204141e+07 nChanged 18769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175445 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -22056684.000000 Penalty: 6112.575195
	Iteration 9F: 3 clusters Score -2.205668e+07 nChanged 19600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194903 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -22074900.000000 Penalty: 6112.575195
	Iteration 10F: 3 clusters Score -2.20749e+07 nChanged 15447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210290 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -22089502.000000 Penalty: 6112.575195
	Iteration 11F: 3 clusters Score -2.20895e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218850 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -22097128.000000 Penalty: 6112.575195
	Iteration 12Q: 3 clusters Score -2.209713e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222276 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -22099862.000000 Penalty: 6112.575195
	Iteration 13Q: 3 clusters Score -2.209986e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223503 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -22100862.000000 Penalty: 6112.575195
	Iteration 14Q: 3 clusters Score -2.210086e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223963 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -22101216.000000 Penalty: 6112.575195
	Iteration 15Q: 3 clusters Score -2.210122e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224146 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -22101436.000000 Penalty: 6112.575195
	Iteration 16Q: 3 clusters Score -2.210144e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224245 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -22101552.000000 Penalty: 6112.575195
	Iteration 17Q: 3 clusters Score -2.210155e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224295 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -22101610.000000 Penalty: 6112.575195
	Iteration 18Q: 3 clusters Score -2.210161e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224321 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -22101628.000000 Penalty: 6112.575195
	Iteration 19Q: 3 clusters Score -2.210163e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224345 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -22101682.000000 Penalty: 6112.575195
	Iteration 20F: 3 clusters Score -2.210168e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224356 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -22101704.000000 Penalty: 6112.575195
	Iteration 21Q: 3 clusters Score -2.21017e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224359 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -22101730.000000 Penalty: 6112.575195
	Iteration 22Q: 3 clusters Score -2.210173e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224368 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -22101738.000000 Penalty: 6112.575195
	Iteration 23Q: 3 clusters Score -2.210174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224379 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -22101742.000000 Penalty: 6112.575195
	Iteration 24Q: 3 clusters Score -2.210174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224387 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -22101746.000000 Penalty: 6112.575195
	Iteration 25Q: 3 clusters Score -2.210175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224386 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -22101750.000000 Penalty: 6112.575195
	Iteration 26Q: 3 clusters Score -2.210175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224385 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -22101760.000000 Penalty: 6112.575195
	Iteration 27Q: 3 clusters Score -2.210176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224384 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -22101752.000000 Penalty: 6112.575195
	Iteration 28Q: 3 clusters Score -2.210175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224384 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -22101752.000000 Penalty: 6112.575195
	Iteration 29F: 3 clusters Score -2.210175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (64813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Entering Unmasked Estep 
Score: -6278574.500000 Penalty: 2747.656982
	Iteration 0F: 2 clusters Score -6278574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -6234952.000000 Penalty: 5495.313965
	Iteration 0F: 3 clusters Score -6234952 nChanged 30262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -6252225.000000 Penalty: 5495.313965
	Iteration 1F: 3 clusters Score -6252225 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -6253070.000000 Penalty: 5495.313965
	Iteration 2Q: 3 clusters Score -6253070 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -6254325.000000 Penalty: 5495.313965
	Iteration 3Q: 3 clusters Score -6254325 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -6256099.500000 Penalty: 5495.313965
	Iteration 4F: 3 clusters Score -6256100 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -6258925.500000 Penalty: 5495.313965
	Iteration 5F: 3 clusters Score -6258926 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -6263011.000000 Penalty: 5495.313965
	Iteration 6F: 3 clusters Score -6263011 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -6267983.000000 Penalty: 5495.313965
	Iteration 7F: 3 clusters Score -6267983 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -6272773.000000 Penalty: 5495.313965
	Iteration 8F: 3 clusters Score -6272773 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -6275341.000000 Penalty: 5495.313965
	Iteration 9Q: 3 clusters Score -6275341 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55385 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6277565 nChanged 199
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Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55951 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6277733 nChanged 127
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Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6277753 nChanged 120
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Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6277780 nChanged 90
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Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6277768 nChanged 81
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Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6277814 nChanged 67
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Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6277802 nChanged 70
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Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -6277799.500000 Penalty: 5495.313965
	Iteration 33Q: 3 clusters Score -6277800 nChanged 65
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Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -6277811.500000 Penalty: 5495.313965
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Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6277836 nChanged 75
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Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6277839 nChanged 73
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Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6277840 nChanged 64
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Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57565 members 
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Entering Unmasked Estep 
Score: -6277858.500000 Penalty: 5495.313965
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Mstep: Class 1 contains 57622 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 57668 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 57714 members 
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Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 7060 members 
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Mstep: Class 1 contains 57796 members 
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Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 6930 members 
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Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 6899 members 
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Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 6876 members 
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Mstep: Class 1 contains 57961 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 6837 members 
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Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 6810 members 
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Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58030 members 
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Mstep: Class 1 contains 58044 members 
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Mstep: Class 1 contains 58059 members 
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Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 6733 members 
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Mstep: Class 1 contains 58107 members 
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Mstep: Class 1 contains 58141 members 
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Entering Unmasked Estep 
Score: -6277918.500000 Penalty: 5495.313965
	Iteration 60F: 3 clusters Score -6277918 nChanged 34
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Mstep: Class 1 contains 58175 members 
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Mstep: Class 1 contains 58313 members 
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Mstep: Class 1 contains 58342 members 
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Mstep: Class 1 contains 58392 members 
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Mstep: Class 1 contains 58416 members 
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	Iteration 69Q: 3 clusters Score -6277916 nChanged 19
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Mstep: Class 1 contains 58452 members 
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	Iteration 72Q: 3 clusters Score -6277938 nChanged 14
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Mstep: Class 1 contains 58479 members 
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	Iteration 73Q: 3 clusters Score -6277936 nChanged 14
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Mstep: Class 1 contains 58493 members 
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	Iteration 78Q: 3 clusters Score -6277946 nChanged 12
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	Iteration 79Q: 3 clusters Score -6277948 nChanged 19
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	Iteration 80F: 3 clusters Score -6277948 nChanged 14
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Mstep: Class 1 contains 58586 members 
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	Iteration 85Q: 3 clusters Score -6277964 nChanged 10
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	Iteration 94Q: 3 clusters Score -6277975 nChanged 9
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	Iteration 100F: 3 clusters Score -6277991 nChanged 4
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	Iteration 102Q: 3 clusters Score -6277990 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -6277989.000000 Penalty: 5495.313965
	Iteration 103Q: 3 clusters Score -6277989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -6277988.500000 Penalty: 5495.313965
	Iteration 104Q: 3 clusters Score -6277988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -6277990.000000 Penalty: 5495.313965
	Iteration 105Q: 3 clusters Score -6277990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -6277989.500000 Penalty: 5495.313965
	Iteration 106Q: 3 clusters Score -6277990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -6277989.500000 Penalty: 5495.313965
	Iteration 107F: 3 clusters Score -6277990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Entering Unmasked Estep 
Score: -2253840.500000 Penalty: 2510.599609
	Iteration 0F: 2 clusters Score -2253840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2236765.750000 Penalty: 5021.199219
	Iteration 0F: 3 clusters Score -2236766 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2243175.750000 Penalty: 5021.199219
	Iteration 1F: 3 clusters Score -2243176 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2244215.750000 Penalty: 5021.199219
	Iteration 2F: 3 clusters Score -2244216 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2245330.750000 Penalty: 5021.199219
	Iteration 3F: 3 clusters Score -2245331 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2246370.500000 Penalty: 5021.199219
	Iteration 4F: 3 clusters Score -2246370 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2247280.250000 Penalty: 5021.199219
	Iteration 5F: 3 clusters Score -2247280 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2248142.000000 Penalty: 5021.199219
	Iteration 6F: 3 clusters Score -2248142 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2248887.750000 Penalty: 5021.199219
	Iteration 7F: 3 clusters Score -2248888 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2249439.250000 Penalty: 5021.199219
	Iteration 8Q: 3 clusters Score -2249439 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2249799.000000 Penalty: 5021.199219
	Iteration 9Q: 3 clusters Score -2249799 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2250022.750000 Penalty: 5021.199219
	Iteration 10Q: 3 clusters Score -2250023 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2250187.000000 Penalty: 5021.199219
	Iteration 11Q: 3 clusters Score -2250187 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2250311.750000 Penalty: 5021.199219
	Iteration 12Q: 3 clusters Score -2250312 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2250413.250000 Penalty: 5021.199219
	Iteration 13Q: 3 clusters Score -2250413 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2250483.000000 Penalty: 5021.199219
	Iteration 14Q: 3 clusters Score -2250483 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2250551.500000 Penalty: 5021.199219
	Iteration 15Q: 3 clusters Score -2250552 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2250610.250000 Penalty: 5021.199219
	Iteration 16Q: 3 clusters Score -2250610 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2250662.000000 Penalty: 5021.199219
	Iteration 17Q: 3 clusters Score -2250662 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2250719.500000 Penalty: 5021.199219
	Iteration 18Q: 3 clusters Score -2250720 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2250761.750000 Penalty: 5021.199219
	Iteration 19Q: 3 clusters Score -2250762 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2250794.750000 Penalty: 5021.199219
	Iteration 20F: 3 clusters Score -2250795 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2250826.500000 Penalty: 5021.199219
	Iteration 21Q: 3 clusters Score -2250826 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2250847.500000 Penalty: 5021.199219
	Iteration 22Q: 3 clusters Score -2250848 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2250888.250000 Penalty: 5021.199219
	Iteration 23Q: 3 clusters Score -2250888 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2250914.500000 Penalty: 5021.199219
	Iteration 24Q: 3 clusters Score -2250914 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2250946.250000 Penalty: 5021.199219
	Iteration 25Q: 3 clusters Score -2250946 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2250970.500000 Penalty: 5021.199219
	Iteration 26Q: 3 clusters Score -2250970 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2250997.500000 Penalty: 5021.199219
	Iteration 27Q: 3 clusters Score -2250998 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2251019.250000 Penalty: 5021.199219
	Iteration 28Q: 3 clusters Score -2251019 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2251035.750000 Penalty: 5021.199219
	Iteration 29Q: 3 clusters Score -2251036 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2251047.750000 Penalty: 5021.199219
	Iteration 30Q: 3 clusters Score -2251048 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2251054.000000 Penalty: 5021.199219
	Iteration 31Q: 3 clusters Score -2251054 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2251068.000000 Penalty: 5021.199219
	Iteration 32Q: 3 clusters Score -2251068 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2251075.750000 Penalty: 5021.199219
	Iteration 33Q: 3 clusters Score -2251076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2251084.250000 Penalty: 5021.199219
	Iteration 34Q: 3 clusters Score -2251084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2251090.750000 Penalty: 5021.199219
	Iteration 35Q: 3 clusters Score -2251091 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2251102.000000 Penalty: 5021.199219
	Iteration 36Q: 3 clusters Score -2251102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2251105.250000 Penalty: 5021.199219
	Iteration 37Q: 3 clusters Score -2251105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2251099.750000 Penalty: 5021.199219
	Iteration 38Q: 3 clusters Score -2251100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2251094.000000 Penalty: 5021.199219
	Iteration 39Q: 3 clusters Score -2251094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2251094.750000 Penalty: 5021.199219
	Iteration 40F: 3 clusters Score -2251095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2251100.500000 Penalty: 5021.199219
	Iteration 41Q: 3 clusters Score -2251100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2251094.500000 Penalty: 5021.199219
	Iteration 42Q: 3 clusters Score -2251094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2251094.250000 Penalty: 5021.199219
	Iteration 43Q: 3 clusters Score -2251094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2251093.500000 Penalty: 5021.199219
	Iteration 44Q: 3 clusters Score -2251094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2251099.500000 Penalty: 5021.199219
	Iteration 45Q: 3 clusters Score -2251100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2251101.500000 Penalty: 5021.199219
	Iteration 46Q: 3 clusters Score -2251102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2251105.500000 Penalty: 5021.199219
	Iteration 47Q: 3 clusters Score -2251106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2251106.250000 Penalty: 5021.199219
	Iteration 48Q: 3 clusters Score -2251106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2251108.000000 Penalty: 5021.199219
	Iteration 49Q: 3 clusters Score -2251108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2251107.750000 Penalty: 5021.199219
	Iteration 50Q: 3 clusters Score -2251108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2251113.500000 Penalty: 5021.199219
	Iteration 51Q: 3 clusters Score -2251114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2251111.750000 Penalty: 5021.199219
	Iteration 52Q: 3 clusters Score -2251112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2251111.000000 Penalty: 5021.199219
	Iteration 53Q: 3 clusters Score -2251111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2251116.500000 Penalty: 5021.199219
	Iteration 54Q: 3 clusters Score -2251116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2251121.750000 Penalty: 5021.199219
	Iteration 55Q: 3 clusters Score -2251122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2251127.250000 Penalty: 5021.199219
	Iteration 56Q: 3 clusters Score -2251127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2251123.500000 Penalty: 5021.199219
	Iteration 57Q: 3 clusters Score -2251124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2251131.000000 Penalty: 5021.199219
	Iteration 58Q: 3 clusters Score -2251131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2251130.250000 Penalty: 5021.199219
	Iteration 59Q: 3 clusters Score -2251130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2251125.250000 Penalty: 5021.199219
	Iteration 60F: 3 clusters Score -2251125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2251122.750000 Penalty: 5021.199219
	Iteration 61Q: 3 clusters Score -2251123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2251124.750000 Penalty: 5021.199219
	Iteration 62Q: 3 clusters Score -2251125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2251123.750000 Penalty: 5021.199219
	Iteration 63Q: 3 clusters Score -2251124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2251124.500000 Penalty: 5021.199219
	Iteration 64Q: 3 clusters Score -2251124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2251123.750000 Penalty: 5021.199219
	Iteration 65Q: 3 clusters Score -2251124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2251126.500000 Penalty: 5021.199219
	Iteration 66Q: 3 clusters Score -2251126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2251125.500000 Penalty: 5021.199219
	Iteration 67Q: 3 clusters Score -2251126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2251127.500000 Penalty: 5021.199219
	Iteration 68Q: 3 clusters Score -2251128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2251125.500000 Penalty: 5021.199219
	Iteration 69Q: 3 clusters Score -2251126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2251125.500000 Penalty: 5021.199219
	Iteration 70F: 3 clusters Score -2251126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Entering Unmasked Estep 
Score: -637975.562500 Penalty: 2216.267334
	Iteration 0F: 2 clusters Score -637975.6 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 3863 members 
Entering Unmasked Estep 
Score: -631919.437500 Penalty: 4432.534668
	Iteration 0F: 3 clusters Score -631919.4 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -633985.562500 Penalty: 4432.534668
	Iteration 1F: 3 clusters Score -633985.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -634634.187500 Penalty: 4432.534668
	Iteration 2F: 3 clusters Score -634634.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -635325.875000 Penalty: 4432.534668
	Iteration 3F: 3 clusters Score -635325.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -635984.625000 Penalty: 4432.534668
	Iteration 4F: 3 clusters Score -635984.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -636448.750000 Penalty: 4432.534668
	Iteration 5F: 3 clusters Score -636448.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -636740.562500 Penalty: 4432.534668
	Iteration 6F: 3 clusters Score -636740.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -636926.625000 Penalty: 4432.534668
	Iteration 7Q: 3 clusters Score -636926.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -637061.937500 Penalty: 4432.534668
	Iteration 8Q: 3 clusters Score -637061.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -637184.875000 Penalty: 4432.534668
	Iteration 9Q: 3 clusters Score -637184.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -637284.500000 Penalty: 4432.534668
	Iteration 10Q: 3 clusters Score -637284.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -637371.500000 Penalty: 4432.534668
	Iteration 11Q: 3 clusters Score -637371.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -637443.000000 Penalty: 4432.534668
	Iteration 12Q: 3 clusters Score -637443 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -637499.437500 Penalty: 4432.534668
	Iteration 13Q: 3 clusters Score -637499.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -637537.187500 Penalty: 4432.534668
	Iteration 14Q: 3 clusters Score -637537.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -637558.312500 Penalty: 4432.534668
	Iteration 15Q: 3 clusters Score -637558.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -637582.687500 Penalty: 4432.534668
	Iteration 16Q: 3 clusters Score -637582.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -637606.375000 Penalty: 4432.534668
	Iteration 17Q: 3 clusters Score -637606.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -637633.625000 Penalty: 4432.534668
	Iteration 18Q: 3 clusters Score -637633.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -637652.375000 Penalty: 4432.534668
	Iteration 19Q: 3 clusters Score -637652.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -637667.375000 Penalty: 4432.534668
	Iteration 20F: 3 clusters Score -637667.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -637675.625000 Penalty: 4432.534668
	Iteration 21Q: 3 clusters Score -637675.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -637681.750000 Penalty: 4432.534668
	Iteration 22Q: 3 clusters Score -637681.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -637686.937500 Penalty: 4432.534668
	Iteration 23Q: 3 clusters Score -637686.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -637689.500000 Penalty: 4432.534668
	Iteration 24Q: 3 clusters Score -637689.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -637695.750000 Penalty: 4432.534668
	Iteration 25Q: 3 clusters Score -637695.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -637700.625000 Penalty: 4432.534668
	Iteration 26Q: 3 clusters Score -637700.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -637705.187500 Penalty: 4432.534668
	Iteration 27Q: 3 clusters Score -637705.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -637709.125000 Penalty: 4432.534668
	Iteration 28Q: 3 clusters Score -637709.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -637715.687500 Penalty: 4432.534668
	Iteration 29Q: 3 clusters Score -637715.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -637718.937500 Penalty: 4432.534668
	Iteration 30Q: 3 clusters Score -637718.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -637722.000000 Penalty: 4432.534668
	Iteration 31Q: 3 clusters Score -637722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -637724.062500 Penalty: 4432.534668
	Iteration 32Q: 3 clusters Score -637724.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -637723.937500 Penalty: 4432.534668
	Iteration 33Q: 3 clusters Score -637723.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -637725.375000 Penalty: 4432.534668
	Iteration 34Q: 3 clusters Score -637725.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -637725.875000 Penalty: 4432.534668
	Iteration 35Q: 3 clusters Score -637725.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -637725.312500 Penalty: 4432.534668
	Iteration 36Q: 3 clusters Score -637725.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -637725.312500 Penalty: 4432.534668
	Iteration 37F: 3 clusters Score -637725.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Entering Unmasked Estep 
Score: -836757.187500 Penalty: 2241.160889
	Iteration 0F: 2 clusters Score -836757.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -830080.312500 Penalty: 4482.321777
	Iteration 0F: 3 clusters Score -830080.3 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -831954.875000 Penalty: 4482.321777
	Iteration 1F: 3 clusters Score -831954.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -832258.000000 Penalty: 4482.321777
	Iteration 2F: 3 clusters Score -832258 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -832439.250000 Penalty: 4482.321777
	Iteration 3F: 3 clusters Score -832439.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -832564.062500 Penalty: 4482.321777
	Iteration 4Q: 3 clusters Score -832564.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -832671.750000 Penalty: 4482.321777
	Iteration 5Q: 3 clusters Score -832671.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -832781.937500 Penalty: 4482.321777
	Iteration 6Q: 3 clusters Score -832781.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -832865.187500 Penalty: 4482.321777
	Iteration 7Q: 3 clusters Score -832865.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -832944.000000 Penalty: 4482.321777
	Iteration 8Q: 3 clusters Score -832944 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -833016.500000 Penalty: 4482.321777
	Iteration 9Q: 3 clusters Score -833016.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -833106.500000 Penalty: 4482.321777
	Iteration 10Q: 3 clusters Score -833106.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -833215.562500 Penalty: 4482.321777
	Iteration 11Q: 3 clusters Score -833215.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -833340.937500 Penalty: 4482.321777
	Iteration 12Q: 3 clusters Score -833340.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -833474.000000 Penalty: 4482.321777
	Iteration 13Q: 3 clusters Score -833474 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -833609.937500 Penalty: 4482.321777
	Iteration 14Q: 3 clusters Score -833609.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -833755.875000 Penalty: 4482.321777
	Iteration 15Q: 3 clusters Score -833755.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -833932.437500 Penalty: 4482.321777
	Iteration 16Q: 3 clusters Score -833932.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -834084.062500 Penalty: 4482.321777
	Iteration 17Q: 3 clusters Score -834084.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -834195.812500 Penalty: 4482.321777
	Iteration 18Q: 3 clusters Score -834195.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -834295.750000 Penalty: 4482.321777
	Iteration 19Q: 3 clusters Score -834295.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -834364.625000 Penalty: 4482.321777
	Iteration 20F: 3 clusters Score -834364.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -834424.000000 Penalty: 4482.321777
	Iteration 21Q: 3 clusters Score -834424 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -834469.562500 Penalty: 4482.321777
	Iteration 22Q: 3 clusters Score -834469.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -834511.937500 Penalty: 4482.321777
	Iteration 23Q: 3 clusters Score -834511.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -834545.437500 Penalty: 4482.321777
	Iteration 24Q: 3 clusters Score -834545.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -834575.625000 Penalty: 4482.321777
	Iteration 25Q: 3 clusters Score -834575.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -834600.062500 Penalty: 4482.321777
	Iteration 26Q: 3 clusters Score -834600.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -834618.750000 Penalty: 4482.321777
	Iteration 27Q: 3 clusters Score -834618.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -834633.062500 Penalty: 4482.321777
	Iteration 28Q: 3 clusters Score -834633.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -834648.062500 Penalty: 4482.321777
	Iteration 29Q: 3 clusters Score -834648.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -834661.437500 Penalty: 4482.321777
	Iteration 30Q: 3 clusters Score -834661.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -834672.875000 Penalty: 4482.321777
	Iteration 31Q: 3 clusters Score -834672.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -834687.812500 Penalty: 4482.321777
	Iteration 32Q: 3 clusters Score -834687.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -834702.500000 Penalty: 4482.321777
	Iteration 33Q: 3 clusters Score -834702.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -834724.187500 Penalty: 4482.321777
	Iteration 34Q: 3 clusters Score -834724.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -834744.812500 Penalty: 4482.321777
	Iteration 35Q: 3 clusters Score -834744.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -834763.625000 Penalty: 4482.321777
	Iteration 36Q: 3 clusters Score -834763.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -834777.187500 Penalty: 4482.321777
	Iteration 37Q: 3 clusters Score -834777.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -834792.562500 Penalty: 4482.321777
	Iteration 38Q: 3 clusters Score -834792.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -834799.187500 Penalty: 4482.321777
	Iteration 39Q: 3 clusters Score -834799.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -834802.000000 Penalty: 4482.321777
	Iteration 40F: 3 clusters Score -834802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -834808.812500 Penalty: 4482.321777
	Iteration 41Q: 3 clusters Score -834808.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -834810.000000 Penalty: 4482.321777
	Iteration 42Q: 3 clusters Score -834810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -834813.687500 Penalty: 4482.321777
	Iteration 43Q: 3 clusters Score -834813.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -834817.937500 Penalty: 4482.321777
	Iteration 44Q: 3 clusters Score -834817.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -834822.625000 Penalty: 4482.321777
	Iteration 45Q: 3 clusters Score -834822.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -834828.125000 Penalty: 4482.321777
	Iteration 46Q: 3 clusters Score -834828.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -834827.937500 Penalty: 4482.321777
	Iteration 47Q: 3 clusters Score -834827.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -834832.000000 Penalty: 4482.321777
	Iteration 48Q: 3 clusters Score -834832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -834834.250000 Penalty: 4482.321777
	Iteration 49Q: 3 clusters Score -834834.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -834839.500000 Penalty: 4482.321777
	Iteration 50Q: 3 clusters Score -834839.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -834838.437500 Penalty: 4482.321777
	Iteration 51Q: 3 clusters Score -834838.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -834841.187500 Penalty: 4482.321777
	Iteration 52Q: 3 clusters Score -834841.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -834840.812500 Penalty: 4482.321777
	Iteration 53Q: 3 clusters Score -834840.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -834843.750000 Penalty: 4482.321777
	Iteration 54Q: 3 clusters Score -834843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -834844.375000 Penalty: 4482.321777
	Iteration 55Q: 3 clusters Score -834844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -834843.875000 Penalty: 4482.321777
	Iteration 56Q: 3 clusters Score -834843.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -834844.812500 Penalty: 4482.321777
	Iteration 57Q: 3 clusters Score -834844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -834843.937500 Penalty: 4482.321777
	Iteration 58Q: 3 clusters Score -834843.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -834842.500000 Penalty: 4482.321777
	Iteration 59Q: 3 clusters Score -834842.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -834845.312500 Penalty: 4482.321777
	Iteration 60F: 3 clusters Score -834845.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -834848.562500 Penalty: 4482.321777
	Iteration 61Q: 3 clusters Score -834848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -834848.187500 Penalty: 4482.321777
	Iteration 62Q: 3 clusters Score -834848.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -834849.875000 Penalty: 4482.321777
	Iteration 63Q: 3 clusters Score -834849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -834851.250000 Penalty: 4482.321777
	Iteration 64Q: 3 clusters Score -834851.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -834850.812500 Penalty: 4482.321777
	Iteration 65Q: 3 clusters Score -834850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -834853.375000 Penalty: 4482.321777
	Iteration 66Q: 3 clusters Score -834853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -834852.250000 Penalty: 4482.321777
	Iteration 67Q: 3 clusters Score -834852.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -834853.062500 Penalty: 4482.321777
	Iteration 68Q: 3 clusters Score -834853.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -834853.687500 Penalty: 4482.321777
	Iteration 69Q: 3 clusters Score -834853.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -834854.437500 Penalty: 4482.321777
	Iteration 70Q: 3 clusters Score -834854.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -834856.125000 Penalty: 4482.321777
	Iteration 71Q: 3 clusters Score -834856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -834853.500000 Penalty: 4482.321777
	Iteration 72Q: 3 clusters Score -834853.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -834855.062500 Penalty: 4482.321777
	Iteration 73Q: 3 clusters Score -834855.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -834856.000000 Penalty: 4482.321777
	Iteration 74Q: 3 clusters Score -834856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -834858.812500 Penalty: 4482.321777
	Iteration 75Q: 3 clusters Score -834858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -834861.187500 Penalty: 4482.321777
	Iteration 76Q: 3 clusters Score -834861.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -834860.312500 Penalty: 4482.321777
	Iteration 77Q: 3 clusters Score -834860.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -834862.812500 Penalty: 4482.321777
	Iteration 78Q: 3 clusters Score -834862.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -834864.187500 Penalty: 4482.321777
	Iteration 79Q: 3 clusters Score -834864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -834866.062500 Penalty: 4482.321777
	Iteration 80F: 3 clusters Score -834866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -834866.500000 Penalty: 4482.321777
	Iteration 81Q: 3 clusters Score -834866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -834866.125000 Penalty: 4482.321777
	Iteration 82Q: 3 clusters Score -834866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -834866.625000 Penalty: 4482.321777
	Iteration 83Q: 3 clusters Score -834866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -834868.125000 Penalty: 4482.321777
	Iteration 84Q: 3 clusters Score -834868.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -834868.437500 Penalty: 4482.321777
	Iteration 85Q: 3 clusters Score -834868.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -834866.750000 Penalty: 4482.321777
	Iteration 86Q: 3 clusters Score -834866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -834867.312500 Penalty: 4482.321777
	Iteration 87Q: 3 clusters Score -834867.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -834867.312500 Penalty: 4482.321777
	Iteration 88F: 3 clusters Score -834867.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (73705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73705 members 
Entering Unmasked Estep 
Score: -7150000.500000 Penalty: 2779.540771
	Iteration 0F: 2 clusters Score -7150000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -7100658.500000 Penalty: 5559.081543
	Iteration 0F: 3 clusters Score -7100658 nChanged 34489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -7120494.000000 Penalty: 5559.081543
	Iteration 1F: 3 clusters Score -7120494 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -7121463.000000 Penalty: 5559.081543
	Iteration 2Q: 3 clusters Score -7121463 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -7122741.000000 Penalty: 5559.081543
	Iteration 3Q: 3 clusters Score -7122741 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -7124697.500000 Penalty: 5559.081543
	Iteration 4F: 3 clusters Score -7124698 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -7127846.000000 Penalty: 5559.081543
	Iteration 5F: 3 clusters Score -7127846 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -7132198.000000 Penalty: 5559.081543
	Iteration 6F: 3 clusters Score -7132198 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -7137036.500000 Penalty: 5559.081543
	Iteration 7F: 3 clusters Score -7137036 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -7140870.500000 Penalty: 5559.081543
	Iteration 8F: 3 clusters Score -7140870 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -7143411.500000 Penalty: 5559.081543
	Iteration 9Q: 3 clusters Score -7143412 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63156 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -7144915.000000 Penalty: 5559.081543
	Iteration 10Q: 3 clusters Score -7144915 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -7145743.000000 Penalty: 5559.081543
	Iteration 11Q: 3 clusters Score -7145743 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64680 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -7146221.000000 Penalty: 5559.081543
	Iteration 12Q: 3 clusters Score -7146221 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65302 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -7146546.000000 Penalty: 5559.081543
	Iteration 13Q: 3 clusters Score -7146546 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -7146737.500000 Penalty: 5559.081543
	Iteration 14Q: 3 clusters Score -7146738 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -7146887.500000 Penalty: 5559.081543
	Iteration 15Q: 3 clusters Score -7146888 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66593 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -7146984.500000 Penalty: 5559.081543
	Iteration 16Q: 3 clusters Score -7146984 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -7147087.500000 Penalty: 5559.081543
	Iteration 17Q: 3 clusters Score -7147088 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -7147186.500000 Penalty: 5559.081543
	Iteration 18Q: 3 clusters Score -7147186 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -7147270.000000 Penalty: 5559.081543
	Iteration 19Q: 3 clusters Score -7147270 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67839 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -7147370.000000 Penalty: 5559.081543
	Iteration 20F: 3 clusters Score -7147370 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68130 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -7147464.000000 Penalty: 5559.081543
	Iteration 21Q: 3 clusters Score -7147464 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -7147537.500000 Penalty: 5559.081543
	Iteration 22Q: 3 clusters Score -7147538 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -7147637.000000 Penalty: 5559.081543
	Iteration 23Q: 3 clusters Score -7147637 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68895 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -7147692.000000 Penalty: 5559.081543
	Iteration 24Q: 3 clusters Score -7147692 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69095 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -7147744.500000 Penalty: 5559.081543
	Iteration 25Q: 3 clusters Score -7147744 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -7147784.000000 Penalty: 5559.081543
	Iteration 26Q: 3 clusters Score -7147784 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -7147826.000000 Penalty: 5559.081543
	Iteration 27Q: 3 clusters Score -7147826 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -7147889.500000 Penalty: 5559.081543
	Iteration 28Q: 3 clusters Score -7147890 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69824 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -7147946.500000 Penalty: 5559.081543
	Iteration 29Q: 3 clusters Score -7147946 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69985 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -7147983.500000 Penalty: 5559.081543
	Iteration 30Q: 3 clusters Score -7147984 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70118 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -7147996.000000 Penalty: 5559.081543
	Iteration 31Q: 3 clusters Score -7147996 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70238 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -7148014.000000 Penalty: 5559.081543
	Iteration 32Q: 3 clusters Score -7148014 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70348 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -7148048.500000 Penalty: 5559.081543
	Iteration 33Q: 3 clusters Score -7148048 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70447 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -7148072.000000 Penalty: 5559.081543
	Iteration 34Q: 3 clusters Score -7148072 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70540 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -7148079.000000 Penalty: 5559.081543
	Iteration 35Q: 3 clusters Score -7148079 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -7148106.000000 Penalty: 5559.081543
	Iteration 36Q: 3 clusters Score -7148106 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -7148129.500000 Penalty: 5559.081543
	Iteration 37Q: 3 clusters Score -7148130 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70771 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -7148142.500000 Penalty: 5559.081543
	Iteration 38Q: 3 clusters Score -7148142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70823 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -7148146.000000 Penalty: 5559.081543
	Iteration 39Q: 3 clusters Score -7148146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70874 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7148164.000000 Penalty: 5559.081543
	Iteration 40F: 3 clusters Score -7148164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70919 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -7148181.000000 Penalty: 5559.081543
	Iteration 41Q: 3 clusters Score -7148181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -7148182.500000 Penalty: 5559.081543
	Iteration 42Q: 3 clusters Score -7148182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71000 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -7148190.000000 Penalty: 5559.081543
	Iteration 43Q: 3 clusters Score -7148190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -7148199.500000 Penalty: 5559.081543
	Iteration 44Q: 3 clusters Score -7148200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71077 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -7148196.000000 Penalty: 5559.081543
	Iteration 45Q: 3 clusters Score -7148196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -7148214.000000 Penalty: 5559.081543
	Iteration 46Q: 3 clusters Score -7148214 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71159 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7148214.000000 Penalty: 5559.081543
	Iteration 47Q: 3 clusters Score -7148214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71207 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -7148244.500000 Penalty: 5559.081543
	Iteration 48Q: 3 clusters Score -7148244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71251 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -7148251.500000 Penalty: 5559.081543
	Iteration 49Q: 3 clusters Score -7148252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71292 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -7148273.000000 Penalty: 5559.081543
	Iteration 50Q: 3 clusters Score -7148273 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -7148280.500000 Penalty: 5559.081543
	Iteration 51Q: 3 clusters Score -7148280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71359 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -7148291.000000 Penalty: 5559.081543
	Iteration 52Q: 3 clusters Score -7148291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71383 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -7148293.500000 Penalty: 5559.081543
	Iteration 53Q: 3 clusters Score -7148294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71403 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -7148300.500000 Penalty: 5559.081543
	Iteration 54Q: 3 clusters Score -7148300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -7148298.500000 Penalty: 5559.081543
	Iteration 55Q: 3 clusters Score -7148298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -7148315.000000 Penalty: 5559.081543
	Iteration 56Q: 3 clusters Score -7148315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71476 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7148322.500000 Penalty: 5559.081543
	Iteration 57Q: 3 clusters Score -7148322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71501 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7148323.500000 Penalty: 5559.081543
	Iteration 58Q: 3 clusters Score -7148324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71529 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -7148327.000000 Penalty: 5559.081543
	Iteration 59Q: 3 clusters Score -7148327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7148328.000000 Penalty: 5559.081543
	Iteration 60F: 3 clusters Score -7148328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71576 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7148331.000000 Penalty: 5559.081543
	Iteration 61Q: 3 clusters Score -7148331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71605 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7148338.000000 Penalty: 5559.081543
	Iteration 62Q: 3 clusters Score -7148338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71630 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -7148351.000000 Penalty: 5559.081543
	Iteration 63Q: 3 clusters Score -7148351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71659 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7148348.500000 Penalty: 5559.081543
	Iteration 64Q: 3 clusters Score -7148348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7148367.000000 Penalty: 5559.081543
	Iteration 65Q: 3 clusters Score -7148367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71699 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7148374.500000 Penalty: 5559.081543
	Iteration 66Q: 3 clusters Score -7148374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71727 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7148383.000000 Penalty: 5559.081543
	Iteration 67Q: 3 clusters Score -7148383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71758 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7148389.000000 Penalty: 5559.081543
	Iteration 68Q: 3 clusters Score -7148389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71780 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -7148391.500000 Penalty: 5559.081543
	Iteration 69Q: 3 clusters Score -7148392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -7148394.500000 Penalty: 5559.081543
	Iteration 70Q: 3 clusters Score -7148394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71817 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -7148404.000000 Penalty: 5559.081543
	Iteration 71Q: 3 clusters Score -7148404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7148406.000000 Penalty: 5559.081543
	Iteration 72Q: 3 clusters Score -7148406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -7148400.000000 Penalty: 5559.081543
	Iteration 73Q: 3 clusters Score -7148400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71856 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -7148413.000000 Penalty: 5559.081543
	Iteration 74Q: 3 clusters Score -7148413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71863 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7148422.500000 Penalty: 5559.081543
	Iteration 75Q: 3 clusters Score -7148422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7148432.000000 Penalty: 5559.081543
	Iteration 76Q: 3 clusters Score -7148432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71877 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7148431.000000 Penalty: 5559.081543
	Iteration 77Q: 3 clusters Score -7148431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -7148439.500000 Penalty: 5559.081543
	Iteration 78Q: 3 clusters Score -7148440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -7148447.500000 Penalty: 5559.081543
	Iteration 79Q: 3 clusters Score -7148448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71917 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7148441.000000 Penalty: 5559.081543
	Iteration 80F: 3 clusters Score -7148441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -7148443.000000 Penalty: 5559.081543
	Iteration 81Q: 3 clusters Score -7148443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71943 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7148451.500000 Penalty: 5559.081543
	Iteration 82Q: 3 clusters Score -7148452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71953 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -7148453.000000 Penalty: 5559.081543
	Iteration 83Q: 3 clusters Score -7148453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71962 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -7148462.500000 Penalty: 5559.081543
	Iteration 84Q: 3 clusters Score -7148462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71974 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7148470.000000 Penalty: 5559.081543
	Iteration 85Q: 3 clusters Score -7148470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71990 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -7148463.000000 Penalty: 5559.081543
	Iteration 86Q: 3 clusters Score -7148463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72009 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7148475.500000 Penalty: 5559.081543
	Iteration 87Q: 3 clusters Score -7148476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72026 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7148477.500000 Penalty: 5559.081543
	Iteration 88Q: 3 clusters Score -7148478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72036 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7148476.500000 Penalty: 5559.081543
	Iteration 89Q: 3 clusters Score -7148476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72045 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -7148484.000000 Penalty: 5559.081543
	Iteration 90Q: 3 clusters Score -7148484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7148474.500000 Penalty: 5559.081543
	Iteration 91Q: 3 clusters Score -7148474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72058 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7148477.500000 Penalty: 5559.081543
	Iteration 92Q: 3 clusters Score -7148478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72061 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -7148475.500000 Penalty: 5559.081543
	Iteration 93Q: 3 clusters Score -7148476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7148476.500000 Penalty: 5559.081543
	Iteration 94Q: 3 clusters Score -7148476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72070 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7148485.500000 Penalty: 5559.081543
	Iteration 95Q: 3 clusters Score -7148486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72073 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7148484.500000 Penalty: 5559.081543
	Iteration 96Q: 3 clusters Score -7148484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72076 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -7148484.000000 Penalty: 5559.081543
	Iteration 97Q: 3 clusters Score -7148484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72078 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7148488.000000 Penalty: 5559.081543
	Iteration 98Q: 3 clusters Score -7148488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7148484.000000 Penalty: 5559.081543
	Iteration 99Q: 3 clusters Score -7148484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -7148487.500000 Penalty: 5559.081543
	Iteration 100F: 3 clusters Score -7148488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72084 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7148486.000000 Penalty: 5559.081543
	Iteration 101Q: 3 clusters Score -7148486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72092 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7148491.500000 Penalty: 5559.081543
	Iteration 102Q: 3 clusters Score -7148492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7148484.000000 Penalty: 5559.081543
	Iteration 103Q: 3 clusters Score -7148484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7148490.000000 Penalty: 5559.081543
	Iteration 104Q: 3 clusters Score -7148490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72104 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7148492.500000 Penalty: 5559.081543
	Iteration 105Q: 3 clusters Score -7148492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72106 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7148497.000000 Penalty: 5559.081543
	Iteration 106Q: 3 clusters Score -7148497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72107 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7148493.500000 Penalty: 5559.081543
	Iteration 107Q: 3 clusters Score -7148494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72107 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7148493.500000 Penalty: 5559.081543
	Iteration 108F: 3 clusters Score -7148494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Entering Unmasked Estep 
Score: -937242.500000 Penalty: 2280.768311
	Iteration 0F: 2 clusters Score -937242.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -929690.875000 Penalty: 4561.536621
	Iteration 0F: 3 clusters Score -929690.9 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -931882.562500 Penalty: 4561.536621
	Iteration 1F: 3 clusters Score -931882.6 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -932278.062500 Penalty: 4561.536621
	Iteration 2F: 3 clusters Score -932278.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -932713.875000 Penalty: 4561.536621
	Iteration 3F: 3 clusters Score -932713.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -933298.000000 Penalty: 4561.536621
	Iteration 4F: 3 clusters Score -933298 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -934002.625000 Penalty: 4561.536621
	Iteration 5F: 3 clusters Score -934002.6 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -934735.937500 Penalty: 4561.536621
	Iteration 6F: 3 clusters Score -934735.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -935233.750000 Penalty: 4561.536621
	Iteration 7F: 3 clusters Score -935233.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -935493.250000 Penalty: 4561.536621
	Iteration 8Q: 3 clusters Score -935493.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -935654.187500 Penalty: 4561.536621
	Iteration 9Q: 3 clusters Score -935654.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -935753.812500 Penalty: 4561.536621
	Iteration 10Q: 3 clusters Score -935753.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -935832.187500 Penalty: 4561.536621
	Iteration 11Q: 3 clusters Score -935832.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -935881.875000 Penalty: 4561.536621
	Iteration 12Q: 3 clusters Score -935881.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -935923.437500 Penalty: 4561.536621
	Iteration 13Q: 3 clusters Score -935923.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -935961.937500 Penalty: 4561.536621
	Iteration 14Q: 3 clusters Score -935961.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -936005.562500 Penalty: 4561.536621
	Iteration 15Q: 3 clusters Score -936005.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -936041.875000 Penalty: 4561.536621
	Iteration 16Q: 3 clusters Score -936041.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -936087.437500 Penalty: 4561.536621
	Iteration 17Q: 3 clusters Score -936087.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -936141.875000 Penalty: 4561.536621
	Iteration 18Q: 3 clusters Score -936141.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -936194.562500 Penalty: 4561.536621
	Iteration 19Q: 3 clusters Score -936194.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -936238.500000 Penalty: 4561.536621
	Iteration 20F: 3 clusters Score -936238.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -936273.187500 Penalty: 4561.536621
	Iteration 21Q: 3 clusters Score -936273.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -936301.500000 Penalty: 4561.536621
	Iteration 22Q: 3 clusters Score -936301.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -936321.125000 Penalty: 4561.536621
	Iteration 23Q: 3 clusters Score -936321.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -936345.562500 Penalty: 4561.536621
	Iteration 24Q: 3 clusters Score -936345.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -936370.937500 Penalty: 4561.536621
	Iteration 25Q: 3 clusters Score -936370.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -936402.375000 Penalty: 4561.536621
	Iteration 26Q: 3 clusters Score -936402.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -936428.500000 Penalty: 4561.536621
	Iteration 27Q: 3 clusters Score -936428.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -936453.625000 Penalty: 4561.536621
	Iteration 28Q: 3 clusters Score -936453.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -936477.562500 Penalty: 4561.536621
	Iteration 29Q: 3 clusters Score -936477.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -936494.562500 Penalty: 4561.536621
	Iteration 30Q: 3 clusters Score -936494.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -936506.187500 Penalty: 4561.536621
	Iteration 31Q: 3 clusters Score -936506.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -936518.937500 Penalty: 4561.536621
	Iteration 32Q: 3 clusters Score -936518.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -936528.750000 Penalty: 4561.536621
	Iteration 33Q: 3 clusters Score -936528.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -936541.062500 Penalty: 4561.536621
	Iteration 34Q: 3 clusters Score -936541.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -936548.125000 Penalty: 4561.536621
	Iteration 35Q: 3 clusters Score -936548.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -936555.750000 Penalty: 4561.536621
	Iteration 36Q: 3 clusters Score -936555.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -936560.937500 Penalty: 4561.536621
	Iteration 37Q: 3 clusters Score -936560.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -936568.437500 Penalty: 4561.536621
	Iteration 38Q: 3 clusters Score -936568.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -936569.812500 Penalty: 4561.536621
	Iteration 39Q: 3 clusters Score -936569.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -936574.625000 Penalty: 4561.536621
	Iteration 40F: 3 clusters Score -936574.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -936576.500000 Penalty: 4561.536621
	Iteration 41Q: 3 clusters Score -936576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -936577.500000 Penalty: 4561.536621
	Iteration 42Q: 3 clusters Score -936577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -936577.375000 Penalty: 4561.536621
	Iteration 43Q: 3 clusters Score -936577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -936579.375000 Penalty: 4561.536621
	Iteration 44Q: 3 clusters Score -936579.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -936582.375000 Penalty: 4561.536621
	Iteration 45Q: 3 clusters Score -936582.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -936580.000000 Penalty: 4561.536621
	Iteration 46Q: 3 clusters Score -936580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -936580.000000 Penalty: 4561.536621
	Iteration 47F: 3 clusters Score -936580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (226064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226064 members 
Entering Unmasked Estep 
Score: -22270272.000000 Penalty: 3057.486084
	Iteration 0F: 2 clusters Score -2.227027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113054 members 
Mstep: Class 2 contains 113010 members 
Entering Unmasked Estep 
Score: -22118980.000000 Penalty: 6114.972168
	Iteration 0F: 3 clusters Score -2.211898e+07 nChanged 108877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113339 members 
Mstep: Class 2 contains 112725 members 
Entering Unmasked Estep 
Score: -22183722.000000 Penalty: 6114.972168
	Iteration 1F: 3 clusters Score -2.218372e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114093 members 
Mstep: Class 2 contains 111971 members 
Entering Unmasked Estep 
Score: -22184930.000000 Penalty: 6114.972168
	Iteration 2Q: 3 clusters Score -2.218493e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115496 members 
Mstep: Class 2 contains 110568 members 
Entering Unmasked Estep 
Score: -22186660.000000 Penalty: 6114.972168
	Iteration 3Q: 3 clusters Score -2.218666e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117875 members 
Mstep: Class 2 contains 108189 members 
Entering Unmasked Estep 
Score: -22188974.000000 Penalty: 6114.972168
	Iteration 4Q: 3 clusters Score -2.218897e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121562 members 
Mstep: Class 2 contains 104502 members 
Entering Unmasked Estep 
Score: -22192596.000000 Penalty: 6114.972168
	Iteration 5Q: 3 clusters Score -2.21926e+07 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126942 members 
Mstep: Class 2 contains 99122 members 
Entering Unmasked Estep 
Score: -22197746.000000 Penalty: 6114.972168
	Iteration 6Q: 3 clusters Score -2.219775e+07 nChanged 12823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134095 members 
Mstep: Class 2 contains 91969 members 
Entering Unmasked Estep 
Score: -22204840.000000 Penalty: 6114.972168
	Iteration 7F: 3 clusters Score -2.220484e+07 nChanged 13658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142633 members 
Mstep: Class 2 contains 83431 members 
Entering Unmasked Estep 
Score: -22213556.000000 Penalty: 6114.972168
	Iteration 8F: 3 clusters Score -2.221356e+07 nChanged 13375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151252 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -22222594.000000 Penalty: 6114.972168
	Iteration 9F: 3 clusters Score -2.222259e+07 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159102 members 
Mstep: Class 2 contains 66962 members 
Entering Unmasked Estep 
Score: -22230866.000000 Penalty: 6114.972168
	Iteration 10F: 3 clusters Score -2.223087e+07 nChanged 9305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165881 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -22236950.000000 Penalty: 6114.972168
	Iteration 11Q: 3 clusters Score -2.223695e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171820 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -22240808.000000 Penalty: 6114.972168
	Iteration 12Q: 3 clusters Score -2.224081e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177425 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -22243532.000000 Penalty: 6114.972168
	Iteration 13Q: 3 clusters Score -2.224353e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182927 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -22246162.000000 Penalty: 6114.972168
	Iteration 14Q: 3 clusters Score -2.224616e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188226 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -22248604.000000 Penalty: 6114.972168
	Iteration 15Q: 3 clusters Score -2.22486e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193252 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -22251048.000000 Penalty: 6114.972168
	Iteration 16Q: 3 clusters Score -2.225105e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198054 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -22253658.000000 Penalty: 6114.972168
	Iteration 17Q: 3 clusters Score -2.225366e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202604 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -22256312.000000 Penalty: 6114.972168
	Iteration 18Q: 3 clusters Score -2.225631e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206612 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -22258628.000000 Penalty: 6114.972168
	Iteration 19Q: 3 clusters Score -2.225863e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210089 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -22260772.000000 Penalty: 6114.972168
	Iteration 20F: 3 clusters Score -2.226077e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212952 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -22262560.000000 Penalty: 6114.972168
	Iteration 21Q: 3 clusters Score -2.226256e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215239 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -22264028.000000 Penalty: 6114.972168
	Iteration 22Q: 3 clusters Score -2.226403e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217109 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -22265158.000000 Penalty: 6114.972168
	Iteration 23Q: 3 clusters Score -2.226516e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218604 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -22266070.000000 Penalty: 6114.972168
	Iteration 24Q: 3 clusters Score -2.226607e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219689 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -22266650.000000 Penalty: 6114.972168
	Iteration 25Q: 3 clusters Score -2.226665e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220527 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -22266982.000000 Penalty: 6114.972168
	Iteration 26Q: 3 clusters Score -2.226698e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221174 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -22267318.000000 Penalty: 6114.972168
	Iteration 27Q: 3 clusters Score -2.226732e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221667 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -22267524.000000 Penalty: 6114.972168
	Iteration 28Q: 3 clusters Score -2.226752e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222063 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -22267608.000000 Penalty: 6114.972168
	Iteration 29Q: 3 clusters Score -2.226761e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222376 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -22267734.000000 Penalty: 6114.972168
	Iteration 30Q: 3 clusters Score -2.226773e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222656 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -22267852.000000 Penalty: 6114.972168
	Iteration 31Q: 3 clusters Score -2.226785e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222877 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -22267942.000000 Penalty: 6114.972168
	Iteration 32Q: 3 clusters Score -2.226794e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223050 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -22267970.000000 Penalty: 6114.972168
	Iteration 33Q: 3 clusters Score -2.226797e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223186 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -22268032.000000 Penalty: 6114.972168
	Iteration 34Q: 3 clusters Score -2.226803e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223283 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -22268048.000000 Penalty: 6114.972168
	Iteration 35Q: 3 clusters Score -2.226805e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223358 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -22268054.000000 Penalty: 6114.972168
	Iteration 36Q: 3 clusters Score -2.226805e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223421 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -22268084.000000 Penalty: 6114.972168
	Iteration 37Q: 3 clusters Score -2.226808e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223472 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -22268086.000000 Penalty: 6114.972168
	Iteration 38Q: 3 clusters Score -2.226809e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223517 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -22268108.000000 Penalty: 6114.972168
	Iteration 39Q: 3 clusters Score -2.226811e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223561 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -22268114.000000 Penalty: 6114.972168
	Iteration 40F: 3 clusters Score -2.226811e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223606 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -22268134.000000 Penalty: 6114.972168
	Iteration 41Q: 3 clusters Score -2.226813e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223646 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -22268122.000000 Penalty: 6114.972168
	Iteration 42Q: 3 clusters Score -2.226812e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223688 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -22268134.000000 Penalty: 6114.972168
	Iteration 43Q: 3 clusters Score -2.226813e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223725 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -22268178.000000 Penalty: 6114.972168
	Iteration 44Q: 3 clusters Score -2.226818e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223757 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -22268204.000000 Penalty: 6114.972168
	Iteration 45Q: 3 clusters Score -2.22682e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223787 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -22268222.000000 Penalty: 6114.972168
	Iteration 46Q: 3 clusters Score -2.226822e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223805 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -22268218.000000 Penalty: 6114.972168
	Iteration 47Q: 3 clusters Score -2.226822e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223826 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -22268232.000000 Penalty: 6114.972168
	Iteration 48Q: 3 clusters Score -2.226823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223842 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -22268206.000000 Penalty: 6114.972168
	Iteration 49Q: 3 clusters Score -2.226821e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223856 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -22268196.000000 Penalty: 6114.972168
	Iteration 50Q: 3 clusters Score -2.22682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223868 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -22268200.000000 Penalty: 6114.972168
	Iteration 51Q: 3 clusters Score -2.22682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223878 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -22268210.000000 Penalty: 6114.972168
	Iteration 52Q: 3 clusters Score -2.226821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223883 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -22268206.000000 Penalty: 6114.972168
	Iteration 53Q: 3 clusters Score -2.226821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223888 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -22268222.000000 Penalty: 6114.972168
	Iteration 54Q: 3 clusters Score -2.226822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223891 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -22268216.000000 Penalty: 6114.972168
	Iteration 55Q: 3 clusters Score -2.226822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223897 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -22268200.000000 Penalty: 6114.972168
	Iteration 56Q: 3 clusters Score -2.22682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223901 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -22268208.000000 Penalty: 6114.972168
	Iteration 57Q: 3 clusters Score -2.226821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223906 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -22268214.000000 Penalty: 6114.972168
	Iteration 58Q: 3 clusters Score -2.226821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223910 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -22268222.000000 Penalty: 6114.972168
	Iteration 59Q: 3 clusters Score -2.226822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223911 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -22268236.000000 Penalty: 6114.972168
	Iteration 60F: 3 clusters Score -2.226824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Entering Unmasked Estep 
Score: -1272013.125000 Penalty: 2359.726807
	Iteration 0F: 2 clusters Score -1272013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1262015.000000 Penalty: 4719.453613
	Iteration 0F: 3 clusters Score -1262015 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1265214.375000 Penalty: 4719.453613
	Iteration 1F: 3 clusters Score -1265214 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1265575.000000 Penalty: 4719.453613
	Iteration 2F: 3 clusters Score -1265575 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1265841.250000 Penalty: 4719.453613
	Iteration 3Q: 3 clusters Score -1265841 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1266060.625000 Penalty: 4719.453613
	Iteration 4Q: 3 clusters Score -1266061 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1266263.750000 Penalty: 4719.453613
	Iteration 5Q: 3 clusters Score -1266264 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1266481.125000 Penalty: 4719.453613
	Iteration 6Q: 3 clusters Score -1266481 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1266741.125000 Penalty: 4719.453613
	Iteration 7Q: 3 clusters Score -1266741 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1267069.000000 Penalty: 4719.453613
	Iteration 8Q: 3 clusters Score -1267069 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1267457.750000 Penalty: 4719.453613
	Iteration 9Q: 3 clusters Score -1267458 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1267957.750000 Penalty: 4719.453613
	Iteration 10F: 3 clusters Score -1267958 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1268523.250000 Penalty: 4719.453613
	Iteration 11F: 3 clusters Score -1268523 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1269098.000000 Penalty: 4719.453613
	Iteration 12Q: 3 clusters Score -1269098 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1269546.625000 Penalty: 4719.453613
	Iteration 13Q: 3 clusters Score -1269547 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1269829.625000 Penalty: 4719.453613
	Iteration 14Q: 3 clusters Score -1269830 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1270028.000000 Penalty: 4719.453613
	Iteration 15Q: 3 clusters Score -1270028 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1270159.250000 Penalty: 4719.453613
	Iteration 16Q: 3 clusters Score -1270159 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1270229.250000 Penalty: 4719.453613
	Iteration 17Q: 3 clusters Score -1270229 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1270270.375000 Penalty: 4719.453613
	Iteration 18Q: 3 clusters Score -1270270 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1270294.875000 Penalty: 4719.453613
	Iteration 19Q: 3 clusters Score -1270295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1270311.500000 Penalty: 4719.453613
	Iteration 20F: 3 clusters Score -1270312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1270324.125000 Penalty: 4719.453613
	Iteration 21Q: 3 clusters Score -1270324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1270335.500000 Penalty: 4719.453613
	Iteration 22Q: 3 clusters Score -1270336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1270348.625000 Penalty: 4719.453613
	Iteration 23Q: 3 clusters Score -1270349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1270350.875000 Penalty: 4719.453613
	Iteration 24Q: 3 clusters Score -1270351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1270350.875000 Penalty: 4719.453613
	Iteration 25Q: 3 clusters Score -1270351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1270356.250000 Penalty: 4719.453613
	Iteration 26Q: 3 clusters Score -1270356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1270359.500000 Penalty: 4719.453613
	Iteration 27Q: 3 clusters Score -1270360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1270359.875000 Penalty: 4719.453613
	Iteration 28Q: 3 clusters Score -1270360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1270360.000000 Penalty: 4719.453613
	Iteration 29Q: 3 clusters Score -1270360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1270364.125000 Penalty: 4719.453613
	Iteration 30Q: 3 clusters Score -1270364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1270363.625000 Penalty: 4719.453613
	Iteration 31Q: 3 clusters Score -1270364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1270362.250000 Penalty: 4719.453613
	Iteration 32Q: 3 clusters Score -1270362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1270360.625000 Penalty: 4719.453613
	Iteration 33Q: 3 clusters Score -1270361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1270362.875000 Penalty: 4719.453613
	Iteration 34Q: 3 clusters Score -1270363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1270363.625000 Penalty: 4719.453613
	Iteration 35Q: 3 clusters Score -1270364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1270362.000000 Penalty: 4719.453613
	Iteration 36Q: 3 clusters Score -1270362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1270364.500000 Penalty: 4719.453613
	Iteration 37Q: 3 clusters Score -1270364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1270365.125000 Penalty: 4719.453613
	Iteration 38Q: 3 clusters Score -1270365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1270368.500000 Penalty: 4719.453613
	Iteration 39Q: 3 clusters Score -1270368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1270370.375000 Penalty: 4719.453613
	Iteration 40F: 3 clusters Score -1270370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1270370.250000 Penalty: 4719.453613
	Iteration 41Q: 3 clusters Score -1270370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1270374.000000 Penalty: 4719.453613
	Iteration 42Q: 3 clusters Score -1270374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1270376.125000 Penalty: 4719.453613
	Iteration 43Q: 3 clusters Score -1270376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1270378.125000 Penalty: 4719.453613
	Iteration 44Q: 3 clusters Score -1270378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1270378.375000 Penalty: 4719.453613
	Iteration 45Q: 3 clusters Score -1270378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1270380.500000 Penalty: 4719.453613
	Iteration 46Q: 3 clusters Score -1270380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1270382.125000 Penalty: 4719.453613
	Iteration 47Q: 3 clusters Score -1270382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1270381.750000 Penalty: 4719.453613
	Iteration 48Q: 3 clusters Score -1270382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1270382.750000 Penalty: 4719.453613
	Iteration 49Q: 3 clusters Score -1270383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1270383.625000 Penalty: 4719.453613
	Iteration 50Q: 3 clusters Score -1270384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1270381.875000 Penalty: 4719.453613
	Iteration 51Q: 3 clusters Score -1270382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1270382.500000 Penalty: 4719.453613
	Iteration 52Q: 3 clusters Score -1270382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1270384.125000 Penalty: 4719.453613
	Iteration 53Q: 3 clusters Score -1270384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1270386.625000 Penalty: 4719.453613
	Iteration 54Q: 3 clusters Score -1270387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1270384.750000 Penalty: 4719.453613
	Iteration 55Q: 3 clusters Score -1270385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1270387.875000 Penalty: 4719.453613
	Iteration 56Q: 3 clusters Score -1270388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1270388.625000 Penalty: 4719.453613
	Iteration 57Q: 3 clusters Score -1270389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1270388.750000 Penalty: 4719.453613
	Iteration 58Q: 3 clusters Score -1270389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1270388.750000 Penalty: 4719.453613
	Iteration 59Q: 3 clusters Score -1270389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1270394.000000 Penalty: 4719.453613
	Iteration 60F: 3 clusters Score -1270394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1270394.375000 Penalty: 4719.453613
	Iteration 61Q: 3 clusters Score -1270394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1270393.125000 Penalty: 4719.453613
	Iteration 62Q: 3 clusters Score -1270393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1270393.125000 Penalty: 4719.453613
	Iteration 63Q: 3 clusters Score -1270393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1270392.250000 Penalty: 4719.453613
	Iteration 64Q: 3 clusters Score -1270392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1270394.250000 Penalty: 4719.453613
	Iteration 65Q: 3 clusters Score -1270394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1270397.250000 Penalty: 4719.453613
	Iteration 66Q: 3 clusters Score -1270397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1270397.125000 Penalty: 4719.453613
	Iteration 67Q: 3 clusters Score -1270397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1270397.375000 Penalty: 4719.453613
	Iteration 68Q: 3 clusters Score -1270397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1270396.375000 Penalty: 4719.453613
	Iteration 69Q: 3 clusters Score -1270396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1270396.250000 Penalty: 4719.453613
	Iteration 70Q: 3 clusters Score -1270396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1270397.875000 Penalty: 4719.453613
	Iteration 71Q: 3 clusters Score -1270398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1270398.375000 Penalty: 4719.453613
	Iteration 72Q: 3 clusters Score -1270398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1270396.125000 Penalty: 4719.453613
	Iteration 73Q: 3 clusters Score -1270396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1270398.875000 Penalty: 4719.453613
	Iteration 74Q: 3 clusters Score -1270399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1270398.625000 Penalty: 4719.453613
	Iteration 75Q: 3 clusters Score -1270399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1270400.500000 Penalty: 4719.453613
	Iteration 76Q: 3 clusters Score -1270400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1270398.625000 Penalty: 4719.453613
	Iteration 77Q: 3 clusters Score -1270399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1270398.625000 Penalty: 4719.453613
	Iteration 78F: 3 clusters Score -1270399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (223613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223613 members 
Entering Unmasked Estep 
Score: -21861162.000000 Penalty: 3054.782715
	Iteration 0F: 2 clusters Score -2.186116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111875 members 
Mstep: Class 2 contains 111738 members 
Entering Unmasked Estep 
Score: -21713710.000000 Penalty: 6109.565430
	Iteration 0F: 3 clusters Score -2.171371e+07 nChanged 107566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114551 members 
Mstep: Class 2 contains 109062 members 
Entering Unmasked Estep 
Score: -21776706.000000 Penalty: 6109.565430
	Iteration 1F: 3 clusters Score -2.177671e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116255 members 
Mstep: Class 2 contains 107358 members 
Entering Unmasked Estep 
Score: -21777766.000000 Penalty: 6109.565430
	Iteration 2Q: 3 clusters Score -2.177777e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118984 members 
Mstep: Class 2 contains 104629 members 
Entering Unmasked Estep 
Score: -21779192.000000 Penalty: 6109.565430
	Iteration 3Q: 3 clusters Score -2.177919e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123229 members 
Mstep: Class 2 contains 100384 members 
Entering Unmasked Estep 
Score: -21781100.000000 Penalty: 6109.565430
	Iteration 4Q: 3 clusters Score -2.17811e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129785 members 
Mstep: Class 2 contains 93828 members 
Entering Unmasked Estep 
Score: -21784336.000000 Penalty: 6109.565430
	Iteration 5Q: 3 clusters Score -2.178434e+07 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139486 members 
Mstep: Class 2 contains 84127 members 
Entering Unmasked Estep 
Score: -21789450.000000 Penalty: 6109.565430
	Iteration 6Q: 3 clusters Score -2.178945e+07 nChanged 14523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153139 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -21798642.000000 Penalty: 6109.565430
	Iteration 7F: 3 clusters Score -2.179864e+07 nChanged 17902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170633 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -21812778.000000 Penalty: 6109.565430
	Iteration 8F: 3 clusters Score -2.181278e+07 nChanged 19014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189497 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -21829674.000000 Penalty: 6109.565430
	Iteration 9F: 3 clusters Score -2.182967e+07 nChanged 15577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205032 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -21843604.000000 Penalty: 6109.565430
	Iteration 10F: 3 clusters Score -2.18436e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214771 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -21852142.000000 Penalty: 6109.565430
	Iteration 11Q: 3 clusters Score -2.185214e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219464 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -21856042.000000 Penalty: 6109.565430
	Iteration 12Q: 3 clusters Score -2.185604e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221437 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -21857630.000000 Penalty: 6109.565430
	Iteration 13Q: 3 clusters Score -2.185763e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222218 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -21858188.000000 Penalty: 6109.565430
	Iteration 14Q: 3 clusters Score -2.185819e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222542 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -21858522.000000 Penalty: 6109.565430
	Iteration 15Q: 3 clusters Score -2.185852e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222680 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -21858682.000000 Penalty: 6109.565430
	Iteration 16Q: 3 clusters Score -2.185868e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222751 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -21858788.000000 Penalty: 6109.565430
	Iteration 17Q: 3 clusters Score -2.185879e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222787 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -21858810.000000 Penalty: 6109.565430
	Iteration 18Q: 3 clusters Score -2.185881e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222811 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -21858856.000000 Penalty: 6109.565430
	Iteration 19Q: 3 clusters Score -2.185886e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222830 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -21858888.000000 Penalty: 6109.565430
	Iteration 20F: 3 clusters Score -2.185889e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222850 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -21858908.000000 Penalty: 6109.565430
	Iteration 21Q: 3 clusters Score -2.185891e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222861 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -21858958.000000 Penalty: 6109.565430
	Iteration 22Q: 3 clusters Score -2.185896e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222865 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -21858994.000000 Penalty: 6109.565430
	Iteration 23Q: 3 clusters Score -2.185899e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222872 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -21858990.000000 Penalty: 6109.565430
	Iteration 24Q: 3 clusters Score -2.185899e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222862 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -21859024.000000 Penalty: 6109.565430
	Iteration 25Q: 3 clusters Score -2.185902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222864 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -21859018.000000 Penalty: 6109.565430
	Iteration 26Q: 3 clusters Score -2.185902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222866 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -21859018.000000 Penalty: 6109.565430
	Iteration 27Q: 3 clusters Score -2.185902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222869 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -21859036.000000 Penalty: 6109.565430
	Iteration 28Q: 3 clusters Score -2.185904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222868 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -21859034.000000 Penalty: 6109.565430
	Iteration 29Q: 3 clusters Score -2.185903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222868 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -21859034.000000 Penalty: 6109.565430
	Iteration 30F: 3 clusters Score -2.185903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Entering Unmasked Estep 
Score: -552232.000000 Penalty: 2154.443604
	Iteration 0F: 2 clusters Score -552232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -547183.687500 Penalty: 4308.887207
	Iteration 0F: 3 clusters Score -547183.7 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -548418.187500 Penalty: 4308.887207
	Iteration 1F: 3 clusters Score -548418.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -548612.062500 Penalty: 4308.887207
	Iteration 2F: 3 clusters Score -548612.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -548723.937500 Penalty: 4308.887207
	Iteration 3Q: 3 clusters Score -548723.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -548808.125000 Penalty: 4308.887207
	Iteration 4Q: 3 clusters Score -548808.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -548885.250000 Penalty: 4308.887207
	Iteration 5Q: 3 clusters Score -548885.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -548937.750000 Penalty: 4308.887207
	Iteration 6Q: 3 clusters Score -548937.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -548987.625000 Penalty: 4308.887207
	Iteration 7Q: 3 clusters Score -548987.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -549028.562500 Penalty: 4308.887207
	Iteration 8Q: 3 clusters Score -549028.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -549061.187500 Penalty: 4308.887207
	Iteration 9Q: 3 clusters Score -549061.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -549091.750000 Penalty: 4308.887207
	Iteration 10Q: 3 clusters Score -549091.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -549125.125000 Penalty: 4308.887207
	Iteration 11Q: 3 clusters Score -549125.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -549162.875000 Penalty: 4308.887207
	Iteration 12Q: 3 clusters Score -549162.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -549193.125000 Penalty: 4308.887207
	Iteration 13Q: 3 clusters Score -549193.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -549234.812500 Penalty: 4308.887207
	Iteration 14Q: 3 clusters Score -549234.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -549292.875000 Penalty: 4308.887207
	Iteration 15Q: 3 clusters Score -549292.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -549362.000000 Penalty: 4308.887207
	Iteration 16Q: 3 clusters Score -549362 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -549431.875000 Penalty: 4308.887207
	Iteration 17Q: 3 clusters Score -549431.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -549501.625000 Penalty: 4308.887207
	Iteration 18Q: 3 clusters Score -549501.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -549589.812500 Penalty: 4308.887207
	Iteration 19Q: 3 clusters Score -549589.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -549692.437500 Penalty: 4308.887207
	Iteration 20F: 3 clusters Score -549692.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -549800.437500 Penalty: 4308.887207
	Iteration 21Q: 3 clusters Score -549800.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -549907.187500 Penalty: 4308.887207
	Iteration 22Q: 3 clusters Score -549907.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -550006.062500 Penalty: 4308.887207
	Iteration 23Q: 3 clusters Score -550006.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -550098.125000 Penalty: 4308.887207
	Iteration 24Q: 3 clusters Score -550098.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -550184.187500 Penalty: 4308.887207
	Iteration 25Q: 3 clusters Score -550184.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -550263.000000 Penalty: 4308.887207
	Iteration 26Q: 3 clusters Score -550263 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -550326.937500 Penalty: 4308.887207
	Iteration 27Q: 3 clusters Score -550326.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -550383.375000 Penalty: 4308.887207
	Iteration 28Q: 3 clusters Score -550383.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -550425.562500 Penalty: 4308.887207
	Iteration 29Q: 3 clusters Score -550425.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -550461.375000 Penalty: 4308.887207
	Iteration 30Q: 3 clusters Score -550461.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -550486.250000 Penalty: 4308.887207
	Iteration 31Q: 3 clusters Score -550486.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -550506.750000 Penalty: 4308.887207
	Iteration 32Q: 3 clusters Score -550506.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -550517.437500 Penalty: 4308.887207
	Iteration 33Q: 3 clusters Score -550517.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -550521.812500 Penalty: 4308.887207
	Iteration 34Q: 3 clusters Score -550521.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -550525.312500 Penalty: 4308.887207
	Iteration 35Q: 3 clusters Score -550525.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -550527.750000 Penalty: 4308.887207
	Iteration 36Q: 3 clusters Score -550527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -550527.500000 Penalty: 4308.887207
	Iteration 37Q: 3 clusters Score -550527.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -550529.250000 Penalty: 4308.887207
	Iteration 38Q: 3 clusters Score -550529.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -550532.812500 Penalty: 4308.887207
	Iteration 39Q: 3 clusters Score -550532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -550540.500000 Penalty: 4308.887207
	Iteration 40F: 3 clusters Score -550540.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -550546.062500 Penalty: 4308.887207
	Iteration 41Q: 3 clusters Score -550546.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -550553.000000 Penalty: 4308.887207
	Iteration 42Q: 3 clusters Score -550553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -550558.562500 Penalty: 4308.887207
	Iteration 43Q: 3 clusters Score -550558.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -550560.562500 Penalty: 4308.887207
	Iteration 44Q: 3 clusters Score -550560.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -550563.687500 Penalty: 4308.887207
	Iteration 45Q: 3 clusters Score -550563.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -550570.437500 Penalty: 4308.887207
	Iteration 46Q: 3 clusters Score -550570.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -550576.875000 Penalty: 4308.887207
	Iteration 47Q: 3 clusters Score -550576.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -550579.000000 Penalty: 4308.887207
	Iteration 48Q: 3 clusters Score -550579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -550581.250000 Penalty: 4308.887207
	Iteration 49Q: 3 clusters Score -550581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -550582.625000 Penalty: 4308.887207
	Iteration 50Q: 3 clusters Score -550582.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -550583.625000 Penalty: 4308.887207
	Iteration 51Q: 3 clusters Score -550583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -550584.312500 Penalty: 4308.887207
	Iteration 52Q: 3 clusters Score -550584.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -550584.312500 Penalty: 4308.887207
	Iteration 53F: 3 clusters Score -550584.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Entering Unmasked Estep 
Score: -931577.750000 Penalty: 2278.419189
	Iteration 0F: 2 clusters Score -931577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -924068.812500 Penalty: 4556.838379
	Iteration 0F: 3 clusters Score -924068.8 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -926189.250000 Penalty: 4556.838379
	Iteration 1F: 3 clusters Score -926189.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -926508.500000 Penalty: 4556.838379
	Iteration 2F: 3 clusters Score -926508.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -926738.750000 Penalty: 4556.838379
	Iteration 3F: 3 clusters Score -926738.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -926912.125000 Penalty: 4556.838379
	Iteration 4Q: 3 clusters Score -926912.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -927070.187500 Penalty: 4556.838379
	Iteration 5Q: 3 clusters Score -927070.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -927223.875000 Penalty: 4556.838379
	Iteration 6Q: 3 clusters Score -927223.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -927366.687500 Penalty: 4556.838379
	Iteration 7Q: 3 clusters Score -927366.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -927550.062500 Penalty: 4556.838379
	Iteration 8Q: 3 clusters Score -927550.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -927766.000000 Penalty: 4556.838379
	Iteration 9Q: 3 clusters Score -927766 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -928023.937500 Penalty: 4556.838379
	Iteration 10Q: 3 clusters Score -928023.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -928379.937500 Penalty: 4556.838379
	Iteration 11Q: 3 clusters Score -928379.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -928871.187500 Penalty: 4556.838379
	Iteration 12Q: 3 clusters Score -928871.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -929500.187500 Penalty: 4556.838379
	Iteration 13F: 3 clusters Score -929500.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -930150.875000 Penalty: 4556.838379
	Iteration 14F: 3 clusters Score -930150.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -930670.187500 Penalty: 4556.838379
	Iteration 15Q: 3 clusters Score -930670.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -930875.562500 Penalty: 4556.838379
	Iteration 16Q: 3 clusters Score -930875.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -930942.625000 Penalty: 4556.838379
	Iteration 17Q: 3 clusters Score -930942.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -930965.250000 Penalty: 4556.838379
	Iteration 18Q: 3 clusters Score -930965.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -930971.437500 Penalty: 4556.838379
	Iteration 19Q: 3 clusters Score -930971.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -930977.187500 Penalty: 4556.838379
	Iteration 20F: 3 clusters Score -930977.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -930981.562500 Penalty: 4556.838379
	Iteration 21Q: 3 clusters Score -930981.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -930984.250000 Penalty: 4556.838379
	Iteration 22Q: 3 clusters Score -930984.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -930985.375000 Penalty: 4556.838379
	Iteration 23Q: 3 clusters Score -930985.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -930985.375000 Penalty: 4556.838379
	Iteration 24Q: 3 clusters Score -930985.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -930985.875000 Penalty: 4556.838379
	Iteration 25Q: 3 clusters Score -930985.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -930991.562500 Penalty: 4556.838379
	Iteration 26Q: 3 clusters Score -930991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -930988.125000 Penalty: 4556.838379
	Iteration 27Q: 3 clusters Score -930988.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -930988.937500 Penalty: 4556.838379
	Iteration 28Q: 3 clusters Score -930988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -930988.625000 Penalty: 4556.838379
	Iteration 29Q: 3 clusters Score -930988.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -930989.500000 Penalty: 4556.838379
	Iteration 30Q: 3 clusters Score -930989.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -930989.125000 Penalty: 4556.838379
	Iteration 31Q: 3 clusters Score -930989.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -930992.687500 Penalty: 4556.838379
	Iteration 32Q: 3 clusters Score -930992.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -930992.312500 Penalty: 4556.838379
	Iteration 33Q: 3 clusters Score -930992.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -930992.437500 Penalty: 4556.838379
	Iteration 34Q: 3 clusters Score -930992.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -930992.437500 Penalty: 4556.838379
	Iteration 35F: 3 clusters Score -930992.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Entering Unmasked Estep 
Score: -656845.625000 Penalty: 2190.047119
	Iteration 0F: 2 clusters Score -656845.6 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 3372 members 
Entering Unmasked Estep 
Score: -651080.187500 Penalty: 4380.094238
	Iteration 0F: 3 clusters Score -651080.2 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -652529.500000 Penalty: 4380.094238
	Iteration 1F: 3 clusters Score -652529.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -652750.312500 Penalty: 4380.094238
	Iteration 2F: 3 clusters Score -652750.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -652904.625000 Penalty: 4380.094238
	Iteration 3F: 3 clusters Score -652904.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -653015.250000 Penalty: 4380.094238
	Iteration 4Q: 3 clusters Score -653015.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -653107.750000 Penalty: 4380.094238
	Iteration 5Q: 3 clusters Score -653107.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -653187.687500 Penalty: 4380.094238
	Iteration 6Q: 3 clusters Score -653187.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -653267.437500 Penalty: 4380.094238
	Iteration 7Q: 3 clusters Score -653267.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -653337.125000 Penalty: 4380.094238
	Iteration 8Q: 3 clusters Score -653337.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -653401.062500 Penalty: 4380.094238
	Iteration 9Q: 3 clusters Score -653401.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -653471.500000 Penalty: 4380.094238
	Iteration 10Q: 3 clusters Score -653471.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -653536.875000 Penalty: 4380.094238
	Iteration 11Q: 3 clusters Score -653536.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -653610.250000 Penalty: 4380.094238
	Iteration 12Q: 3 clusters Score -653610.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -653689.875000 Penalty: 4380.094238
	Iteration 13Q: 3 clusters Score -653689.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -653768.500000 Penalty: 4380.094238
	Iteration 14Q: 3 clusters Score -653768.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -653856.375000 Penalty: 4380.094238
	Iteration 15Q: 3 clusters Score -653856.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -653956.312500 Penalty: 4380.094238
	Iteration 16Q: 3 clusters Score -653956.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -654045.562500 Penalty: 4380.094238
	Iteration 17Q: 3 clusters Score -654045.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -654125.250000 Penalty: 4380.094238
	Iteration 18Q: 3 clusters Score -654125.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -654194.812500 Penalty: 4380.094238
	Iteration 19Q: 3 clusters Score -654194.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -654269.875000 Penalty: 4380.094238
	Iteration 20F: 3 clusters Score -654269.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -654344.125000 Penalty: 4380.094238
	Iteration 21Q: 3 clusters Score -654344.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -654411.500000 Penalty: 4380.094238
	Iteration 22Q: 3 clusters Score -654411.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -654470.312500 Penalty: 4380.094238
	Iteration 23Q: 3 clusters Score -654470.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -654533.312500 Penalty: 4380.094238
	Iteration 24Q: 3 clusters Score -654533.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -654595.750000 Penalty: 4380.094238
	Iteration 25Q: 3 clusters Score -654595.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -654645.250000 Penalty: 4380.094238
	Iteration 26Q: 3 clusters Score -654645.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -654681.750000 Penalty: 4380.094238
	Iteration 27Q: 3 clusters Score -654681.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -654720.687500 Penalty: 4380.094238
	Iteration 28Q: 3 clusters Score -654720.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -654759.250000 Penalty: 4380.094238
	Iteration 29Q: 3 clusters Score -654759.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -654793.625000 Penalty: 4380.094238
	Iteration 30Q: 3 clusters Score -654793.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -654819.625000 Penalty: 4380.094238
	Iteration 31Q: 3 clusters Score -654819.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -654839.500000 Penalty: 4380.094238
	Iteration 32Q: 3 clusters Score -654839.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -654855.812500 Penalty: 4380.094238
	Iteration 33Q: 3 clusters Score -654855.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -654872.125000 Penalty: 4380.094238
	Iteration 34Q: 3 clusters Score -654872.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -654884.937500 Penalty: 4380.094238
	Iteration 35Q: 3 clusters Score -654884.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -654896.687500 Penalty: 4380.094238
	Iteration 36Q: 3 clusters Score -654896.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -654903.437500 Penalty: 4380.094238
	Iteration 37Q: 3 clusters Score -654903.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -654909.562500 Penalty: 4380.094238
	Iteration 38Q: 3 clusters Score -654909.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -654916.250000 Penalty: 4380.094238
	Iteration 39Q: 3 clusters Score -654916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -654916.125000 Penalty: 4380.094238
	Iteration 40F: 3 clusters Score -654916.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -654917.937500 Penalty: 4380.094238
	Iteration 41Q: 3 clusters Score -654917.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -654918.625000 Penalty: 4380.094238
	Iteration 42Q: 3 clusters Score -654918.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -654918.625000 Penalty: 4380.094238
	Iteration 43F: 3 clusters Score -654918.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Entering Unmasked Estep 
Score: -2271379.500000 Penalty: 2496.302002
	Iteration 0F: 2 clusters Score -2271380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2255035.500000 Penalty: 4992.604004
	Iteration 0F: 3 clusters Score -2255036 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2260629.000000 Penalty: 4992.604004
	Iteration 1F: 3 clusters Score -2260629 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2261207.250000 Penalty: 4992.604004
	Iteration 2F: 3 clusters Score -2261207 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2261808.500000 Penalty: 4992.604004
	Iteration 3F: 3 clusters Score -2261808 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2262502.250000 Penalty: 4992.604004
	Iteration 4F: 3 clusters Score -2262502 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2263383.500000 Penalty: 4992.604004
	Iteration 5F: 3 clusters Score -2263384 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2264411.250000 Penalty: 4992.604004
	Iteration 6F: 3 clusters Score -2264411 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2265566.000000 Penalty: 4992.604004
	Iteration 7F: 3 clusters Score -2265566 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2266574.000000 Penalty: 4992.604004
	Iteration 8F: 3 clusters Score -2266574 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2267416.750000 Penalty: 4992.604004
	Iteration 9Q: 3 clusters Score -2267417 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2268073.500000 Penalty: 4992.604004
	Iteration 10Q: 3 clusters Score -2268074 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2268528.500000 Penalty: 4992.604004
	Iteration 11Q: 3 clusters Score -2268528 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2268826.750000 Penalty: 4992.604004
	Iteration 12Q: 3 clusters Score -2268827 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2268995.500000 Penalty: 4992.604004
	Iteration 13Q: 3 clusters Score -2268996 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2269088.750000 Penalty: 4992.604004
	Iteration 14Q: 3 clusters Score -2269089 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2269146.250000 Penalty: 4992.604004
	Iteration 15Q: 3 clusters Score -2269146 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2269191.000000 Penalty: 4992.604004
	Iteration 16Q: 3 clusters Score -2269191 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2269225.500000 Penalty: 4992.604004
	Iteration 17Q: 3 clusters Score -2269226 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2269261.000000 Penalty: 4992.604004
	Iteration 18Q: 3 clusters Score -2269261 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2269283.000000 Penalty: 4992.604004
	Iteration 19Q: 3 clusters Score -2269283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2269298.250000 Penalty: 4992.604004
	Iteration 20F: 3 clusters Score -2269298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2269313.250000 Penalty: 4992.604004
	Iteration 21Q: 3 clusters Score -2269313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2269325.250000 Penalty: 4992.604004
	Iteration 22Q: 3 clusters Score -2269325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2269333.000000 Penalty: 4992.604004
	Iteration 23Q: 3 clusters Score -2269333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2269340.250000 Penalty: 4992.604004
	Iteration 24Q: 3 clusters Score -2269340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2269350.250000 Penalty: 4992.604004
	Iteration 25Q: 3 clusters Score -2269350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2269357.500000 Penalty: 4992.604004
	Iteration 26Q: 3 clusters Score -2269358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2269363.500000 Penalty: 4992.604004
	Iteration 27Q: 3 clusters Score -2269364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2269365.750000 Penalty: 4992.604004
	Iteration 28Q: 3 clusters Score -2269366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2269370.000000 Penalty: 4992.604004
	Iteration 29Q: 3 clusters Score -2269370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2269371.250000 Penalty: 4992.604004
	Iteration 30Q: 3 clusters Score -2269371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2269372.750000 Penalty: 4992.604004
	Iteration 31Q: 3 clusters Score -2269373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2269373.250000 Penalty: 4992.604004
	Iteration 32Q: 3 clusters Score -2269373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2269371.250000 Penalty: 4992.604004
	Iteration 33Q: 3 clusters Score -2269371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2269377.000000 Penalty: 4992.604004
	Iteration 34Q: 3 clusters Score -2269377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2269383.000000 Penalty: 4992.604004
	Iteration 35Q: 3 clusters Score -2269383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2269379.750000 Penalty: 4992.604004
	Iteration 36Q: 3 clusters Score -2269380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2269381.500000 Penalty: 4992.604004
	Iteration 37Q: 3 clusters Score -2269382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2269382.750000 Penalty: 4992.604004
	Iteration 38Q: 3 clusters Score -2269383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2269382.250000 Penalty: 4992.604004
	Iteration 39Q: 3 clusters Score -2269382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2269384.500000 Penalty: 4992.604004
	Iteration 40F: 3 clusters Score -2269384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -647562.937500 Penalty: 2189.575684
	Iteration 0F: 2 clusters Score -647562.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -641912.562500 Penalty: 4379.151367
	Iteration 0F: 3 clusters Score -641912.6 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -643298.187500 Penalty: 4379.151367
	Iteration 1F: 3 clusters Score -643298.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -643565.375000 Penalty: 4379.151367
	Iteration 2F: 3 clusters Score -643565.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -643751.000000 Penalty: 4379.151367
	Iteration 3F: 3 clusters Score -643751 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -643865.375000 Penalty: 4379.151367
	Iteration 4Q: 3 clusters Score -643865.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -643962.437500 Penalty: 4379.151367
	Iteration 5Q: 3 clusters Score -643962.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -644043.625000 Penalty: 4379.151367
	Iteration 6Q: 3 clusters Score -644043.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -644112.500000 Penalty: 4379.151367
	Iteration 7Q: 3 clusters Score -644112.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -644166.312500 Penalty: 4379.151367
	Iteration 8Q: 3 clusters Score -644166.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -644220.812500 Penalty: 4379.151367
	Iteration 9Q: 3 clusters Score -644220.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -644267.000000 Penalty: 4379.151367
	Iteration 10Q: 3 clusters Score -644267 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -644311.312500 Penalty: 4379.151367
	Iteration 11Q: 3 clusters Score -644311.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -644355.625000 Penalty: 4379.151367
	Iteration 12Q: 3 clusters Score -644355.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -644398.750000 Penalty: 4379.151367
	Iteration 13Q: 3 clusters Score -644398.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -644460.750000 Penalty: 4379.151367
	Iteration 14Q: 3 clusters Score -644460.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -644567.812500 Penalty: 4379.151367
	Iteration 15Q: 3 clusters Score -644567.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -644717.187500 Penalty: 4379.151367
	Iteration 16Q: 3 clusters Score -644717.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -644892.500000 Penalty: 4379.151367
	Iteration 17Q: 3 clusters Score -644892.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -645155.937500 Penalty: 4379.151367
	Iteration 18Q: 3 clusters Score -645155.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -645460.437500 Penalty: 4379.151367
	Iteration 19Q: 3 clusters Score -645460.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -645728.375000 Penalty: 4379.151367
	Iteration 20F: 3 clusters Score -645728.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -645947.187500 Penalty: 4379.151367
	Iteration 21Q: 3 clusters Score -645947.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -646107.625000 Penalty: 4379.151367
	Iteration 22Q: 3 clusters Score -646107.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -646220.875000 Penalty: 4379.151367
	Iteration 23Q: 3 clusters Score -646220.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -646309.437500 Penalty: 4379.151367
	Iteration 24Q: 3 clusters Score -646309.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -646387.750000 Penalty: 4379.151367
	Iteration 25Q: 3 clusters Score -646387.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -646468.125000 Penalty: 4379.151367
	Iteration 26Q: 3 clusters Score -646468.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -646537.125000 Penalty: 4379.151367
	Iteration 27Q: 3 clusters Score -646537.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -646593.437500 Penalty: 4379.151367
	Iteration 28Q: 3 clusters Score -646593.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -646633.187500 Penalty: 4379.151367
	Iteration 29Q: 3 clusters Score -646633.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -646678.562500 Penalty: 4379.151367
	Iteration 30Q: 3 clusters Score -646678.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -646727.250000 Penalty: 4379.151367
	Iteration 31Q: 3 clusters Score -646727.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -646779.562500 Penalty: 4379.151367
	Iteration 32Q: 3 clusters Score -646779.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -646847.562500 Penalty: 4379.151367
	Iteration 33Q: 3 clusters Score -646847.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -646909.125000 Penalty: 4379.151367
	Iteration 34Q: 3 clusters Score -646909.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -647002.000000 Penalty: 4379.151367
	Iteration 35Q: 3 clusters Score -647002 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -647087.000000 Penalty: 4379.151367
	Iteration 36Q: 3 clusters Score -647087 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -647150.375000 Penalty: 4379.151367
	Iteration 37Q: 3 clusters Score -647150.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -647184.000000 Penalty: 4379.151367
	Iteration 38Q: 3 clusters Score -647184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -647207.125000 Penalty: 4379.151367
	Iteration 39Q: 3 clusters Score -647207.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -647221.625000 Penalty: 4379.151367
	Iteration 40F: 3 clusters Score -647221.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -647234.312500 Penalty: 4379.151367
	Iteration 41Q: 3 clusters Score -647234.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -647244.000000 Penalty: 4379.151367
	Iteration 42Q: 3 clusters Score -647244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -647253.062500 Penalty: 4379.151367
	Iteration 43Q: 3 clusters Score -647253.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -647256.125000 Penalty: 4379.151367
	Iteration 44Q: 3 clusters Score -647256.1 nChanged 17
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: -647262.750000 Penalty: 4379.151367
	Iteration 45Q: 3 clusters Score -647262.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -647266.375000 Penalty: 4379.151367
	Iteration 46Q: 3 clusters Score -647266.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -647267.000000 Penalty: 4379.151367
	Iteration 47Q: 3 clusters Score -647267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -647269.375000 Penalty: 4379.151367
	Iteration 48Q: 3 clusters Score -647269.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -647268.625000 Penalty: 4379.151367
	Iteration 49Q: 3 clusters Score -647268.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -647270.500000 Penalty: 4379.151367
	Iteration 50Q: 3 clusters Score -647270.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -647270.062500 Penalty: 4379.151367
	Iteration 51Q: 3 clusters Score -647270.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -647271.375000 Penalty: 4379.151367
	Iteration 52Q: 3 clusters Score -647271.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -647272.875000 Penalty: 4379.151367
	Iteration 53Q: 3 clusters Score -647272.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -647274.062500 Penalty: 4379.151367
	Iteration 54Q: 3 clusters Score -647274.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -647276.687500 Penalty: 4379.151367
	Iteration 55Q: 3 clusters Score -647276.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -647277.812500 Penalty: 4379.151367
	Iteration 56Q: 3 clusters Score -647277.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -647278.125000 Penalty: 4379.151367
	Iteration 57Q: 3 clusters Score -647278.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -647279.312500 Penalty: 4379.151367
	Iteration 58Q: 3 clusters Score -647279.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -647279.000000 Penalty: 4379.151367
	Iteration 59Q: 3 clusters Score -647279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -647279.500000 Penalty: 4379.151367
	Iteration 60F: 3 clusters Score -647279.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -647280.000000 Penalty: 4379.151367
	Iteration 61Q: 3 clusters Score -647280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -647279.312500 Penalty: 4379.151367
	Iteration 62Q: 3 clusters Score -647279.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -647279.750000 Penalty: 4379.151367
	Iteration 63Q: 3 clusters Score -647279.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -647281.187500 Penalty: 4379.151367
	Iteration 64Q: 3 clusters Score -647281.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -647282.000000 Penalty: 4379.151367
	Iteration 65Q: 3 clusters Score -647282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -647282.000000 Penalty: 4379.151367
	Iteration 66F: 3 clusters Score -647282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Entering Unmasked Estep 
Score: -681303.125000 Penalty: 2207.268555
	Iteration 0F: 2 clusters Score -681303.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -675359.125000 Penalty: 4414.537109
	Iteration 0F: 3 clusters Score -675359.1 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -677017.625000 Penalty: 4414.537109
	Iteration 1F: 3 clusters Score -677017.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -677359.187500 Penalty: 4414.537109
	Iteration 2F: 3 clusters Score -677359.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -677659.625000 Penalty: 4414.537109
	Iteration 3F: 3 clusters Score -677659.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -677867.937500 Penalty: 4414.537109
	Iteration 4Q: 3 clusters Score -677867.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -678050.250000 Penalty: 4414.537109
	Iteration 5Q: 3 clusters Score -678050.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -678210.500000 Penalty: 4414.537109
	Iteration 6Q: 3 clusters Score -678210.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -678344.687500 Penalty: 4414.537109
	Iteration 7Q: 3 clusters Score -678344.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -678447.000000 Penalty: 4414.537109
	Iteration 8Q: 3 clusters Score -678447 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -678533.375000 Penalty: 4414.537109
	Iteration 9Q: 3 clusters Score -678533.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -678605.000000 Penalty: 4414.537109
	Iteration 10Q: 3 clusters Score -678605 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -678671.937500 Penalty: 4414.537109
	Iteration 11Q: 3 clusters Score -678671.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -678755.750000 Penalty: 4414.537109
	Iteration 12Q: 3 clusters Score -678755.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -678847.562500 Penalty: 4414.537109
	Iteration 13Q: 3 clusters Score -678847.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -678954.812500 Penalty: 4414.537109
	Iteration 14Q: 3 clusters Score -678954.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -679104.000000 Penalty: 4414.537109
	Iteration 15Q: 3 clusters Score -679104 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -679274.187500 Penalty: 4414.537109
	Iteration 16Q: 3 clusters Score -679274.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -679424.312500 Penalty: 4414.537109
	Iteration 17Q: 3 clusters Score -679424.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -679521.562500 Penalty: 4414.537109
	Iteration 18Q: 3 clusters Score -679521.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -679587.375000 Penalty: 4414.537109
	Iteration 19Q: 3 clusters Score -679587.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -679623.000000 Penalty: 4414.537109
	Iteration 20F: 3 clusters Score -679623 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -679639.250000 Penalty: 4414.537109
	Iteration 21Q: 3 clusters Score -679639.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -679650.937500 Penalty: 4414.537109
	Iteration 22Q: 3 clusters Score -679650.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -679658.437500 Penalty: 4414.537109
	Iteration 23Q: 3 clusters Score -679658.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -679663.312500 Penalty: 4414.537109
	Iteration 24Q: 3 clusters Score -679663.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -679667.312500 Penalty: 4414.537109
	Iteration 25Q: 3 clusters Score -679667.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -679668.187500 Penalty: 4414.537109
	Iteration 26Q: 3 clusters Score -679668.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -679670.937500 Penalty: 4414.537109
	Iteration 27Q: 3 clusters Score -679670.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -679672.750000 Penalty: 4414.537109
	Iteration 28Q: 3 clusters Score -679672.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -679674.437500 Penalty: 4414.537109
	Iteration 29Q: 3 clusters Score -679674.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -679676.375000 Penalty: 4414.537109
	Iteration 30Q: 3 clusters Score -679676.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -679679.562500 Penalty: 4414.537109
	Iteration 31Q: 3 clusters Score -679679.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -679688.000000 Penalty: 4414.537109
	Iteration 32Q: 3 clusters Score -679688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -679697.187500 Penalty: 4414.537109
	Iteration 33Q: 3 clusters Score -679697.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -679706.812500 Penalty: 4414.537109
	Iteration 34Q: 3 clusters Score -679706.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -679713.625000 Penalty: 4414.537109
	Iteration 35Q: 3 clusters Score -679713.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -679717.187500 Penalty: 4414.537109
	Iteration 36Q: 3 clusters Score -679717.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -679720.875000 Penalty: 4414.537109
	Iteration 37Q: 3 clusters Score -679720.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -679723.625000 Penalty: 4414.537109
	Iteration 38Q: 3 clusters Score -679723.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -679726.250000 Penalty: 4414.537109
	Iteration 39Q: 3 clusters Score -679726.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -679726.812500 Penalty: 4414.537109
	Iteration 40F: 3 clusters Score -679726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -679727.437500 Penalty: 4414.537109
	Iteration 41Q: 3 clusters Score -679727.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -679727.625000 Penalty: 4414.537109
	Iteration 42Q: 3 clusters Score -679727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -679729.937500 Penalty: 4414.537109
	Iteration 43Q: 3 clusters Score -679729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -679730.312500 Penalty: 4414.537109
	Iteration 44Q: 3 clusters Score -679730.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -679728.687500 Penalty: 4414.537109
	Iteration 45Q: 3 clusters Score -679728.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -679729.062500 Penalty: 4414.537109
	Iteration 46Q: 3 clusters Score -679729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -679728.062500 Penalty: 4414.537109
	Iteration 47Q: 3 clusters Score -679728.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -679728.062500 Penalty: 4414.537109
	Iteration 48F: 3 clusters Score -679728.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Entering Unmasked Estep 
Score: -471000.062500 Penalty: 2130.014648
	Iteration 0F: 2 clusters Score -471000.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -466316.437500 Penalty: 4260.029297
	Iteration 0F: 3 clusters Score -466316.4 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -467663.500000 Penalty: 4260.029297
	Iteration 1F: 3 clusters Score -467663.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -468161.437500 Penalty: 4260.029297
	Iteration 2F: 3 clusters Score -468161.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -468576.406250 Penalty: 4260.029297
	Iteration 3F: 3 clusters Score -468576.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -468879.562500 Penalty: 4260.029297
	Iteration 4F: 3 clusters Score -468879.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -469141.968750 Penalty: 4260.029297
	Iteration 5F: 3 clusters Score -469142 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -469363.875000 Penalty: 4260.029297
	Iteration 6Q: 3 clusters Score -469363.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -469511.437500 Penalty: 4260.029297
	Iteration 7Q: 3 clusters Score -469511.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -469619.156250 Penalty: 4260.029297
	Iteration 8Q: 3 clusters Score -469619.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -469683.562500 Penalty: 4260.029297
	Iteration 9Q: 3 clusters Score -469683.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -469730.656250 Penalty: 4260.029297
	Iteration 10Q: 3 clusters Score -469730.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -469771.250000 Penalty: 4260.029297
	Iteration 11Q: 3 clusters Score -469771.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -469794.750000 Penalty: 4260.029297
	Iteration 12Q: 3 clusters Score -469794.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -469808.937500 Penalty: 4260.029297
	Iteration 13Q: 3 clusters Score -469808.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -469817.375000 Penalty: 4260.029297
	Iteration 14Q: 3 clusters Score -469817.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -469825.718750 Penalty: 4260.029297
	Iteration 15Q: 3 clusters Score -469825.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -469832.593750 Penalty: 4260.029297
	Iteration 16Q: 3 clusters Score -469832.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -469836.062500 Penalty: 4260.029297
	Iteration 17Q: 3 clusters Score -469836.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -469838.281250 Penalty: 4260.029297
	Iteration 18Q: 3 clusters Score -469838.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -469839.968750 Penalty: 4260.029297
	Iteration 19Q: 3 clusters Score -469840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -469842.687500 Penalty: 4260.029297
	Iteration 20F: 3 clusters Score -469842.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -469843.031250 Penalty: 4260.029297
	Iteration 21Q: 3 clusters Score -469843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -469844.875000 Penalty: 4260.029297
	Iteration 22Q: 3 clusters Score -469844.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -469847.437500 Penalty: 4260.029297
	Iteration 23Q: 3 clusters Score -469847.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -469849.281250 Penalty: 4260.029297
	Iteration 24Q: 3 clusters Score -469849.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -469853.406250 Penalty: 4260.029297
	Iteration 25Q: 3 clusters Score -469853.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -469853.093750 Penalty: 4260.029297
	Iteration 26Q: 3 clusters Score -469853.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -469854.000000 Penalty: 4260.029297
	Iteration 27Q: 3 clusters Score -469854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -469854.593750 Penalty: 4260.029297
	Iteration 28Q: 3 clusters Score -469854.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -469854.156250 Penalty: 4260.029297
	Iteration 29Q: 3 clusters Score -469854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -469855.312500 Penalty: 4260.029297
	Iteration 30Q: 3 clusters Score -469855.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -469854.562500 Penalty: 4260.029297
	Iteration 31Q: 3 clusters Score -469854.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -469856.031250 Penalty: 4260.029297
	Iteration 32Q: 3 clusters Score -469856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -469856.437500 Penalty: 4260.029297
	Iteration 33Q: 3 clusters Score -469856.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -469857.437500 Penalty: 4260.029297
	Iteration 34Q: 3 clusters Score -469857.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -469857.562500 Penalty: 4260.029297
	Iteration 35Q: 3 clusters Score -469857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -469857.562500 Penalty: 4260.029297
	Iteration 36Q: 3 clusters Score -469857.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -469858.500000 Penalty: 4260.029297
	Iteration 37Q: 3 clusters Score -469858.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -469860.562500 Penalty: 4260.029297
	Iteration 38Q: 3 clusters Score -469860.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -469863.562500 Penalty: 4260.029297
	Iteration 39Q: 3 clusters Score -469863.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -469866.031250 Penalty: 4260.029297
	Iteration 40F: 3 clusters Score -469866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -469866.812500 Penalty: 4260.029297
	Iteration 41Q: 3 clusters Score -469866.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -469869.062500 Penalty: 4260.029297
	Iteration 42Q: 3 clusters Score -469869.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -469869.625000 Penalty: 4260.029297
	Iteration 43Q: 3 clusters Score -469869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -469870.875000 Penalty: 4260.029297
	Iteration 44Q: 3 clusters Score -469870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -469872.343750 Penalty: 4260.029297
	Iteration 45Q: 3 clusters Score -469872.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -469874.656250 Penalty: 4260.029297
	Iteration 46Q: 3 clusters Score -469874.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -469875.625000 Penalty: 4260.029297
	Iteration 47Q: 3 clusters Score -469875.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -469875.250000 Penalty: 4260.029297
	Iteration 48Q: 3 clusters Score -469875.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -469876.500000 Penalty: 4260.029297
	Iteration 49Q: 3 clusters Score -469876.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -469876.937500 Penalty: 4260.029297
	Iteration 50Q: 3 clusters Score -469876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -469877.562500 Penalty: 4260.029297
	Iteration 51Q: 3 clusters Score -469877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -469878.156250 Penalty: 4260.029297
	Iteration 52Q: 3 clusters Score -469878.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -469879.000000 Penalty: 4260.029297
	Iteration 53Q: 3 clusters Score -469879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -469878.656250 Penalty: 4260.029297
	Iteration 54Q: 3 clusters Score -469878.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -469880.562500 Penalty: 4260.029297
	Iteration 55Q: 3 clusters Score -469880.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -469880.562500 Penalty: 4260.029297
	Iteration 56F: 3 clusters Score -469880.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Entering Unmasked Estep 
Score: -1800513.625000 Penalty: 2437.974121
	Iteration 0F: 2 clusters Score -1800514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1787364.000000 Penalty: 4875.948242
	Iteration 0F: 3 clusters Score -1787364 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1791655.125000 Penalty: 4875.948242
	Iteration 1F: 3 clusters Score -1791655 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1792038.000000 Penalty: 4875.948242
	Iteration 2F: 3 clusters Score -1792038 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1792328.500000 Penalty: 4875.948242
	Iteration 3Q: 3 clusters Score -1792328 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1792572.125000 Penalty: 4875.948242
	Iteration 4Q: 3 clusters Score -1792572 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1792804.500000 Penalty: 4875.948242
	Iteration 5Q: 3 clusters Score -1792804 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1793080.500000 Penalty: 4875.948242
	Iteration 6Q: 3 clusters Score -1793080 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1793433.500000 Penalty: 4875.948242
	Iteration 7Q: 3 clusters Score -1793434 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1793954.250000 Penalty: 4875.948242
	Iteration 8Q: 3 clusters Score -1793954 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1794662.500000 Penalty: 4875.948242
	Iteration 9F: 3 clusters Score -1794662 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1795536.750000 Penalty: 4875.948242
	Iteration 10F: 3 clusters Score -1795537 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1796422.250000 Penalty: 4875.948242
	Iteration 11F: 3 clusters Score -1796422 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1797140.375000 Penalty: 4875.948242
	Iteration 12Q: 3 clusters Score -1797140 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1797659.375000 Penalty: 4875.948242
	Iteration 13Q: 3 clusters Score -1797659 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1797966.750000 Penalty: 4875.948242
	Iteration 14Q: 3 clusters Score -1797967 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1798144.625000 Penalty: 4875.948242
	Iteration 15Q: 3 clusters Score -1798145 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1798239.250000 Penalty: 4875.948242
	Iteration 16Q: 3 clusters Score -1798239 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1798300.250000 Penalty: 4875.948242
	Iteration 17Q: 3 clusters Score -1798300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1798333.875000 Penalty: 4875.948242
	Iteration 18Q: 3 clusters Score -1798334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1798354.125000 Penalty: 4875.948242
	Iteration 19Q: 3 clusters Score -1798354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1798373.250000 Penalty: 4875.948242
	Iteration 20F: 3 clusters Score -1798373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1798391.750000 Penalty: 4875.948242
	Iteration 21Q: 3 clusters Score -1798392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1798404.625000 Penalty: 4875.948242
	Iteration 22Q: 3 clusters Score -1798405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1798408.375000 Penalty: 4875.948242
	Iteration 23Q: 3 clusters Score -1798408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1798413.000000 Penalty: 4875.948242
	Iteration 24Q: 3 clusters Score -1798413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1798415.750000 Penalty: 4875.948242
	Iteration 25Q: 3 clusters Score -1798416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1798415.750000 Penalty: 4875.948242
	Iteration 26F: 3 clusters Score -1798416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Entering Unmasked Estep 
Score: -858208.250000 Penalty: 2252.799805
	Iteration 0F: 2 clusters Score -858208.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -851363.750000 Penalty: 4505.599609
	Iteration 0F: 3 clusters Score -851363.8 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -853311.125000 Penalty: 4505.599609
	Iteration 1F: 3 clusters Score -853311.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -853604.875000 Penalty: 4505.599609
	Iteration 2F: 3 clusters Score -853604.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -853816.312500 Penalty: 4505.599609
	Iteration 3Q: 3 clusters Score -853816.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -854007.875000 Penalty: 4505.599609
	Iteration 4Q: 3 clusters Score -854007.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -854173.562500 Penalty: 4505.599609
	Iteration 5Q: 3 clusters Score -854173.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -854338.812500 Penalty: 4505.599609
	Iteration 6Q: 3 clusters Score -854338.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -854476.750000 Penalty: 4505.599609
	Iteration 7Q: 3 clusters Score -854476.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -854591.125000 Penalty: 4505.599609
	Iteration 8Q: 3 clusters Score -854591.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -854695.687500 Penalty: 4505.599609
	Iteration 9Q: 3 clusters Score -854695.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -854807.875000 Penalty: 4505.599609
	Iteration 10Q: 3 clusters Score -854807.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -854895.812500 Penalty: 4505.599609
	Iteration 11Q: 3 clusters Score -854895.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -854970.062500 Penalty: 4505.599609
	Iteration 12Q: 3 clusters Score -854970.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -855064.750000 Penalty: 4505.599609
	Iteration 13Q: 3 clusters Score -855064.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -855166.937500 Penalty: 4505.599609
	Iteration 14Q: 3 clusters Score -855166.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -855283.000000 Penalty: 4505.599609
	Iteration 15Q: 3 clusters Score -855283 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -855408.000000 Penalty: 4505.599609
	Iteration 16Q: 3 clusters Score -855408 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -855518.062500 Penalty: 4505.599609
	Iteration 17Q: 3 clusters Score -855518.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -855645.875000 Penalty: 4505.599609
	Iteration 18Q: 3 clusters Score -855645.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -855770.125000 Penalty: 4505.599609
	Iteration 19Q: 3 clusters Score -855770.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -855854.187500 Penalty: 4505.599609
	Iteration 20F: 3 clusters Score -855854.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -855915.625000 Penalty: 4505.599609
	Iteration 21Q: 3 clusters Score -855915.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -855964.187500 Penalty: 4505.599609
	Iteration 22Q: 3 clusters Score -855964.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -855999.000000 Penalty: 4505.599609
	Iteration 23Q: 3 clusters Score -855999 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -856027.562500 Penalty: 4505.599609
	Iteration 24Q: 3 clusters Score -856027.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -856054.687500 Penalty: 4505.599609
	Iteration 25Q: 3 clusters Score -856054.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -856069.500000 Penalty: 4505.599609
	Iteration 26Q: 3 clusters Score -856069.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -856084.687500 Penalty: 4505.599609
	Iteration 27Q: 3 clusters Score -856084.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -856093.875000 Penalty: 4505.599609
	Iteration 28Q: 3 clusters Score -856093.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -856113.750000 Penalty: 4505.599609
	Iteration 29Q: 3 clusters Score -856113.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -856130.312500 Penalty: 4505.599609
	Iteration 30Q: 3 clusters Score -856130.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -856141.437500 Penalty: 4505.599609
	Iteration 31Q: 3 clusters Score -856141.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -856157.750000 Penalty: 4505.599609
	Iteration 32Q: 3 clusters Score -856157.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -856170.812500 Penalty: 4505.599609
	Iteration 33Q: 3 clusters Score -856170.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -856182.187500 Penalty: 4505.599609
	Iteration 34Q: 3 clusters Score -856182.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -856190.187500 Penalty: 4505.599609
	Iteration 35Q: 3 clusters Score -856190.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -856206.562500 Penalty: 4505.599609
	Iteration 36Q: 3 clusters Score -856206.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -856227.187500 Penalty: 4505.599609
	Iteration 37Q: 3 clusters Score -856227.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -856240.687500 Penalty: 4505.599609
	Iteration 38Q: 3 clusters Score -856240.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -856253.937500 Penalty: 4505.599609
	Iteration 39Q: 3 clusters Score -856253.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -856266.687500 Penalty: 4505.599609
	Iteration 40F: 3 clusters Score -856266.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -856279.187500 Penalty: 4505.599609
	Iteration 41Q: 3 clusters Score -856279.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -856291.562500 Penalty: 4505.599609
	Iteration 42Q: 3 clusters Score -856291.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -856302.562500 Penalty: 4505.599609
	Iteration 43Q: 3 clusters Score -856302.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -856313.562500 Penalty: 4505.599609
	Iteration 44Q: 3 clusters Score -856313.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -856320.312500 Penalty: 4505.599609
	Iteration 45Q: 3 clusters Score -856320.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -856325.562500 Penalty: 4505.599609
	Iteration 46Q: 3 clusters Score -856325.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -856329.500000 Penalty: 4505.599609
	Iteration 47Q: 3 clusters Score -856329.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -856336.500000 Penalty: 4505.599609
	Iteration 48Q: 3 clusters Score -856336.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -856340.312500 Penalty: 4505.599609
	Iteration 49Q: 3 clusters Score -856340.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -856339.812500 Penalty: 4505.599609
	Iteration 50Q: 3 clusters Score -856339.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -856344.062500 Penalty: 4505.599609
	Iteration 51Q: 3 clusters Score -856344.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -856345.125000 Penalty: 4505.599609
	Iteration 52Q: 3 clusters Score -856345.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -856346.375000 Penalty: 4505.599609
	Iteration 53Q: 3 clusters Score -856346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -856345.250000 Penalty: 4505.599609
	Iteration 54Q: 3 clusters Score -856345.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -856346.937500 Penalty: 4505.599609
	Iteration 55Q: 3 clusters Score -856346.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -856348.562500 Penalty: 4505.599609
	Iteration 56Q: 3 clusters Score -856348.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -856351.500000 Penalty: 4505.599609
	Iteration 57Q: 3 clusters Score -856351.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -856351.562500 Penalty: 4505.599609
	Iteration 58Q: 3 clusters Score -856351.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -856355.000000 Penalty: 4505.599609
	Iteration 59Q: 3 clusters Score -856355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -856356.062500 Penalty: 4505.599609
	Iteration 60F: 3 clusters Score -856356.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -856355.937500 Penalty: 4505.599609
	Iteration 61Q: 3 clusters Score -856355.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -856356.062500 Penalty: 4505.599609
	Iteration 62Q: 3 clusters Score -856356.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -856355.937500 Penalty: 4505.599609
	Iteration 63Q: 3 clusters Score -856355.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -856355.937500 Penalty: 4505.599609
	Iteration 64F: 3 clusters Score -856355.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -690473.437500 Penalty: 2207.302246
	Iteration 0F: 2 clusters Score -690473.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -684418.000000 Penalty: 4414.604492
	Iteration 0F: 3 clusters Score -684418 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -686134.437500 Penalty: 4414.604492
	Iteration 1F: 3 clusters Score -686134.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -686433.625000 Penalty: 4414.604492
	Iteration 2F: 3 clusters Score -686433.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -686628.687500 Penalty: 4414.604492
	Iteration 3F: 3 clusters Score -686628.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -686785.812500 Penalty: 4414.604492
	Iteration 4Q: 3 clusters Score -686785.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -686924.312500 Penalty: 4414.604492
	Iteration 5Q: 3 clusters Score -686924.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -687038.875000 Penalty: 4414.604492
	Iteration 6Q: 3 clusters Score -687038.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -687123.687500 Penalty: 4414.604492
	Iteration 7Q: 3 clusters Score -687123.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -687192.125000 Penalty: 4414.604492
	Iteration 8Q: 3 clusters Score -687192.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -687268.312500 Penalty: 4414.604492
	Iteration 9Q: 3 clusters Score -687268.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -687354.625000 Penalty: 4414.604492
	Iteration 10Q: 3 clusters Score -687354.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -687450.812500 Penalty: 4414.604492
	Iteration 11Q: 3 clusters Score -687450.8 nChanged 196
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: -687561.250000 Penalty: 4414.604492
	Iteration 12Q: 3 clusters Score -687561.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -687699.625000 Penalty: 4414.604492
	Iteration 13Q: 3 clusters Score -687699.6 nChanged 226
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: -687871.375000 Penalty: 4414.604492
	Iteration 14Q: 3 clusters Score -687871.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -688094.500000 Penalty: 4414.604492
	Iteration 15Q: 3 clusters Score -688094.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -688282.437500 Penalty: 4414.604492
	Iteration 16Q: 3 clusters Score -688282.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -688436.937500 Penalty: 4414.604492
	Iteration 17Q: 3 clusters Score -688436.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -688564.562500 Penalty: 4414.604492
	Iteration 18Q: 3 clusters Score -688564.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -688675.000000 Penalty: 4414.604492
	Iteration 19Q: 3 clusters Score -688675 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -688763.375000 Penalty: 4414.604492
	Iteration 20F: 3 clusters Score -688763.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -688824.125000 Penalty: 4414.604492
	Iteration 21Q: 3 clusters Score -688824.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -688859.500000 Penalty: 4414.604492
	Iteration 22Q: 3 clusters Score -688859.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -688880.125000 Penalty: 4414.604492
	Iteration 23Q: 3 clusters Score -688880.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -688898.062500 Penalty: 4414.604492
	Iteration 24Q: 3 clusters Score -688898.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -688917.562500 Penalty: 4414.604492
	Iteration 25Q: 3 clusters Score -688917.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -688926.437500 Penalty: 4414.604492
	Iteration 26Q: 3 clusters Score -688926.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -688929.437500 Penalty: 4414.604492
	Iteration 27Q: 3 clusters Score -688929.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -688935.000000 Penalty: 4414.604492
	Iteration 28Q: 3 clusters Score -688935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -688939.250000 Penalty: 4414.604492
	Iteration 29Q: 3 clusters Score -688939.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -688944.437500 Penalty: 4414.604492
	Iteration 30Q: 3 clusters Score -688944.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -688947.125000 Penalty: 4414.604492
	Iteration 31Q: 3 clusters Score -688947.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -688950.875000 Penalty: 4414.604492
	Iteration 32Q: 3 clusters Score -688950.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -688954.687500 Penalty: 4414.604492
	Iteration 33Q: 3 clusters Score -688954.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -688956.875000 Penalty: 4414.604492
	Iteration 34Q: 3 clusters Score -688956.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -688957.812500 Penalty: 4414.604492
	Iteration 35Q: 3 clusters Score -688957.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -688957.000000 Penalty: 4414.604492
	Iteration 36Q: 3 clusters Score -688957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -688960.437500 Penalty: 4414.604492
	Iteration 37Q: 3 clusters Score -688960.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -688961.562500 Penalty: 4414.604492
	Iteration 38Q: 3 clusters Score -688961.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -688963.187500 Penalty: 4414.604492
	Iteration 39Q: 3 clusters Score -688963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -688964.312500 Penalty: 4414.604492
	Iteration 40F: 3 clusters Score -688964.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -688964.812500 Penalty: 4414.604492
	Iteration 41Q: 3 clusters Score -688964.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -688964.812500 Penalty: 4414.604492
	Iteration 42Q: 3 clusters Score -688964.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -688966.000000 Penalty: 4414.604492
	Iteration 43Q: 3 clusters Score -688966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -688966.000000 Penalty: 4414.604492
	Iteration 44Q: 3 clusters Score -688966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -688966.875000 Penalty: 4414.604492
	Iteration 45Q: 3 clusters Score -688966.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -688966.875000 Penalty: 4414.604492
	Iteration 46F: 3 clusters Score -688966.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Entering Unmasked Estep 
Score: -324524.562500 Penalty: 2021.029663
	Iteration 0F: 2 clusters Score -324524.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -320932.375000 Penalty: 4042.059326
	Iteration 0F: 3 clusters Score -320932.4 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -321682.000000 Penalty: 4042.059326
	Iteration 1F: 3 clusters Score -321682 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -321860.843750 Penalty: 4042.059326
	Iteration 2F: 3 clusters Score -321860.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -321961.625000 Penalty: 4042.059326
	Iteration 3Q: 3 clusters Score -321961.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -322049.937500 Penalty: 4042.059326
	Iteration 4Q: 3 clusters Score -322049.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -322109.187500 Penalty: 4042.059326
	Iteration 5Q: 3 clusters Score -322109.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -322153.500000 Penalty: 4042.059326
	Iteration 6Q: 3 clusters Score -322153.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -322182.062500 Penalty: 4042.059326
	Iteration 7Q: 3 clusters Score -322182.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -322206.406250 Penalty: 4042.059326
	Iteration 8Q: 3 clusters Score -322206.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -322229.906250 Penalty: 4042.059326
	Iteration 9Q: 3 clusters Score -322229.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -322250.250000 Penalty: 4042.059326
	Iteration 10Q: 3 clusters Score -322250.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -322268.125000 Penalty: 4042.059326
	Iteration 11Q: 3 clusters Score -322268.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -322290.593750 Penalty: 4042.059326
	Iteration 12Q: 3 clusters Score -322290.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -322319.625000 Penalty: 4042.059326
	Iteration 13Q: 3 clusters Score -322319.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -322350.250000 Penalty: 4042.059326
	Iteration 14Q: 3 clusters Score -322350.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -322380.562500 Penalty: 4042.059326
	Iteration 15Q: 3 clusters Score -322380.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -322411.375000 Penalty: 4042.059326
	Iteration 16Q: 3 clusters Score -322411.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -322445.843750 Penalty: 4042.059326
	Iteration 17Q: 3 clusters Score -322445.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -322483.812500 Penalty: 4042.059326
	Iteration 18Q: 3 clusters Score -322483.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -322509.031250 Penalty: 4042.059326
	Iteration 19Q: 3 clusters Score -322509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -322527.093750 Penalty: 4042.059326
	Iteration 20F: 3 clusters Score -322527.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -322538.531250 Penalty: 4042.059326
	Iteration 21Q: 3 clusters Score -322538.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -322556.375000 Penalty: 4042.059326
	Iteration 22Q: 3 clusters Score -322556.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -322568.593750 Penalty: 4042.059326
	Iteration 23Q: 3 clusters Score -322568.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -322578.562500 Penalty: 4042.059326
	Iteration 24Q: 3 clusters Score -322578.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -322589.812500 Penalty: 4042.059326
	Iteration 25Q: 3 clusters Score -322589.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -322600.687500 Penalty: 4042.059326
	Iteration 26Q: 3 clusters Score -322600.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -322610.718750 Penalty: 4042.059326
	Iteration 27Q: 3 clusters Score -322610.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -322616.218750 Penalty: 4042.059326
	Iteration 28Q: 3 clusters Score -322616.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -322624.593750 Penalty: 4042.059326
	Iteration 29Q: 3 clusters Score -322624.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -322633.218750 Penalty: 4042.059326
	Iteration 30Q: 3 clusters Score -322633.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -322637.656250 Penalty: 4042.059326
	Iteration 31Q: 3 clusters Score -322637.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -322641.875000 Penalty: 4042.059326
	Iteration 32Q: 3 clusters Score -322641.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -322644.812500 Penalty: 4042.059326
	Iteration 33Q: 3 clusters Score -322644.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -322648.156250 Penalty: 4042.059326
	Iteration 34Q: 3 clusters Score -322648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -322651.031250 Penalty: 4042.059326
	Iteration 35Q: 3 clusters Score -322651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -322655.500000 Penalty: 4042.059326
	Iteration 36Q: 3 clusters Score -322655.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -322662.375000 Penalty: 4042.059326
	Iteration 37Q: 3 clusters Score -322662.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -322671.687500 Penalty: 4042.059326
	Iteration 38Q: 3 clusters Score -322671.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -322682.562500 Penalty: 4042.059326
	Iteration 39Q: 3 clusters Score -322682.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -322693.156250 Penalty: 4042.059326
	Iteration 40F: 3 clusters Score -322693.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -322700.906250 Penalty: 4042.059326
	Iteration 41Q: 3 clusters Score -322700.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -322711.312500 Penalty: 4042.059326
	Iteration 42Q: 3 clusters Score -322711.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -322720.406250 Penalty: 4042.059326
	Iteration 43Q: 3 clusters Score -322720.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -322729.593750 Penalty: 4042.059326
	Iteration 44Q: 3 clusters Score -322729.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -322738.062500 Penalty: 4042.059326
	Iteration 45Q: 3 clusters Score -322738.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -322744.250000 Penalty: 4042.059326
	Iteration 46Q: 3 clusters Score -322744.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -322751.406250 Penalty: 4042.059326
	Iteration 47Q: 3 clusters Score -322751.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -322755.062500 Penalty: 4042.059326
	Iteration 48Q: 3 clusters Score -322755.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -322758.468750 Penalty: 4042.059326
	Iteration 49Q: 3 clusters Score -322758.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -322763.156250 Penalty: 4042.059326
	Iteration 50Q: 3 clusters Score -322763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -322771.593750 Penalty: 4042.059326
	Iteration 51Q: 3 clusters Score -322771.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -322772.687500 Penalty: 4042.059326
	Iteration 52Q: 3 clusters Score -322772.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -322775.062500 Penalty: 4042.059326
	Iteration 53Q: 3 clusters Score -322775.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -322776.312500 Penalty: 4042.059326
	Iteration 54Q: 3 clusters Score -322776.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -322777.781250 Penalty: 4042.059326
	Iteration 55Q: 3 clusters Score -322777.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -322779.468750 Penalty: 4042.059326
	Iteration 56Q: 3 clusters Score -322779.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -322780.031250 Penalty: 4042.059326
	Iteration 57Q: 3 clusters Score -322780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -322780.156250 Penalty: 4042.059326
	Iteration 58Q: 3 clusters Score -322780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -322780.843750 Penalty: 4042.059326
	Iteration 59Q: 3 clusters Score -322780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -322781.875000 Penalty: 4042.059326
	Iteration 60F: 3 clusters Score -322781.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -322782.968750 Penalty: 4042.059326
	Iteration 61Q: 3 clusters Score -322783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -322784.562500 Penalty: 4042.059326
	Iteration 62Q: 3 clusters Score -322784.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -322785.187500 Penalty: 4042.059326
	Iteration 63Q: 3 clusters Score -322785.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -322785.562500 Penalty: 4042.059326
	Iteration 64Q: 3 clusters Score -322785.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -322785.562500 Penalty: 4042.059326
	Iteration 65F: 3 clusters Score -322785.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Entering Unmasked Estep 
Score: -1533581.375000 Penalty: 2396.646240
	Iteration 0F: 2 clusters Score -1533581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1522302.125000 Penalty: 4793.292480
	Iteration 0F: 3 clusters Score -1522302 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1525941.750000 Penalty: 4793.292480
	Iteration 1F: 3 clusters Score -1525942 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1526297.875000 Penalty: 4793.292480
	Iteration 2F: 3 clusters Score -1526298 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1526578.250000 Penalty: 4793.292480
	Iteration 3Q: 3 clusters Score -1526578 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1526883.625000 Penalty: 4793.292480
	Iteration 4Q: 3 clusters Score -1526884 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1527203.000000 Penalty: 4793.292480
	Iteration 5Q: 3 clusters Score -1527203 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1527658.750000 Penalty: 4793.292480
	Iteration 6Q: 3 clusters Score -1527659 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1528291.625000 Penalty: 4793.292480
	Iteration 7F: 3 clusters Score -1528292 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1529160.125000 Penalty: 4793.292480
	Iteration 8F: 3 clusters Score -1529160 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1530255.500000 Penalty: 4793.292480
	Iteration 9F: 3 clusters Score -1530256 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1531491.250000 Penalty: 4793.292480
	Iteration 10F: 3 clusters Score -1531491 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1532435.250000 Penalty: 4793.292480
	Iteration 11F: 3 clusters Score -1532435 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1532949.125000 Penalty: 4793.292480
	Iteration 12Q: 3 clusters Score -1532949 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1533223.750000 Penalty: 4793.292480
	Iteration 13Q: 3 clusters Score -1533224 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1533352.750000 Penalty: 4793.292480
	Iteration 14Q: 3 clusters Score -1533353 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1533395.375000 Penalty: 4793.292480
	Iteration 15Q: 3 clusters Score -1533395 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1533418.000000 Penalty: 4793.292480
	Iteration 16Q: 3 clusters Score -1533418 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1533426.875000 Penalty: 4793.292480
	Iteration 17Q: 3 clusters Score -1533427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1533431.250000 Penalty: 4793.292480
	Iteration 18Q: 3 clusters Score -1533431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1533436.625000 Penalty: 4793.292480
	Iteration 19Q: 3 clusters Score -1533437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1533435.875000 Penalty: 4793.292480
	Iteration 20F: 3 clusters Score -1533436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1533436.500000 Penalty: 4793.292480
	Iteration 21Q: 3 clusters Score -1533436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1533436.125000 Penalty: 4793.292480
	Iteration 22Q: 3 clusters Score -1533436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1533437.625000 Penalty: 4793.292480
	Iteration 23Q: 3 clusters Score -1533438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1533438.875000 Penalty: 4793.292480
	Iteration 24Q: 3 clusters Score -1533439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1533438.875000 Penalty: 4793.292480
	Iteration 25F: 3 clusters Score -1533439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Entering Unmasked Estep 
Score: -754157.312500 Penalty: 2233.857422
	Iteration 0F: 2 clusters Score -754157.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -747667.312500 Penalty: 4467.714844
	Iteration 0F: 3 clusters Score -747667.3 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -749524.625000 Penalty: 4467.714844
	Iteration 1F: 3 clusters Score -749524.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -749819.562500 Penalty: 4467.714844
	Iteration 2F: 3 clusters Score -749819.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -750008.312500 Penalty: 4467.714844
	Iteration 3F: 3 clusters Score -750008.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -750171.312500 Penalty: 4467.714844
	Iteration 4Q: 3 clusters Score -750171.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -750341.500000 Penalty: 4467.714844
	Iteration 5Q: 3 clusters Score -750341.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -750534.875000 Penalty: 4467.714844
	Iteration 6Q: 3 clusters Score -750534.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -750704.250000 Penalty: 4467.714844
	Iteration 7Q: 3 clusters Score -750704.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -750854.312500 Penalty: 4467.714844
	Iteration 8Q: 3 clusters Score -750854.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -750983.125000 Penalty: 4467.714844
	Iteration 9Q: 3 clusters Score -750983.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -751123.750000 Penalty: 4467.714844
	Iteration 10Q: 3 clusters Score -751123.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -751236.937500 Penalty: 4467.714844
	Iteration 11Q: 3 clusters Score -751236.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -751323.562500 Penalty: 4467.714844
	Iteration 12Q: 3 clusters Score -751323.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -751394.437500 Penalty: 4467.714844
	Iteration 13Q: 3 clusters Score -751394.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -751466.750000 Penalty: 4467.714844
	Iteration 14Q: 3 clusters Score -751466.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -751540.250000 Penalty: 4467.714844
	Iteration 15Q: 3 clusters Score -751540.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -751625.250000 Penalty: 4467.714844
	Iteration 16Q: 3 clusters Score -751625.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -751704.312500 Penalty: 4467.714844
	Iteration 17Q: 3 clusters Score -751704.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -751792.000000 Penalty: 4467.714844
	Iteration 18Q: 3 clusters Score -751792 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -751859.500000 Penalty: 4467.714844
	Iteration 19Q: 3 clusters Score -751859.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -751935.562500 Penalty: 4467.714844
	Iteration 20F: 3 clusters Score -751935.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -752001.312500 Penalty: 4467.714844
	Iteration 21Q: 3 clusters Score -752001.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -752063.500000 Penalty: 4467.714844
	Iteration 22Q: 3 clusters Score -752063.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -752114.062500 Penalty: 4467.714844
	Iteration 23Q: 3 clusters Score -752114.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -752155.062500 Penalty: 4467.714844
	Iteration 24Q: 3 clusters Score -752155.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -752187.375000 Penalty: 4467.714844
	Iteration 25Q: 3 clusters Score -752187.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -752214.312500 Penalty: 4467.714844
	Iteration 26Q: 3 clusters Score -752214.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -752238.312500 Penalty: 4467.714844
	Iteration 27Q: 3 clusters Score -752238.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -752261.750000 Penalty: 4467.714844
	Iteration 28Q: 3 clusters Score -752261.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -752289.687500 Penalty: 4467.714844
	Iteration 29Q: 3 clusters Score -752289.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -752318.312500 Penalty: 4467.714844
	Iteration 30Q: 3 clusters Score -752318.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -752342.375000 Penalty: 4467.714844
	Iteration 31Q: 3 clusters Score -752342.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -752383.375000 Penalty: 4467.714844
	Iteration 32Q: 3 clusters Score -752383.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -752462.500000 Penalty: 4467.714844
	Iteration 33Q: 3 clusters Score -752462.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -752590.687500 Penalty: 4467.714844
	Iteration 34Q: 3 clusters Score -752590.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -752743.875000 Penalty: 4467.714844
	Iteration 35Q: 3 clusters Score -752743.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -752817.500000 Penalty: 4467.714844
	Iteration 36Q: 3 clusters Score -752817.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -752841.062500 Penalty: 4467.714844
	Iteration 37Q: 3 clusters Score -752841.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -752851.812500 Penalty: 4467.714844
	Iteration 38Q: 3 clusters Score -752851.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -752860.125000 Penalty: 4467.714844
	Iteration 39Q: 3 clusters Score -752860.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -752870.875000 Penalty: 4467.714844
	Iteration 40F: 3 clusters Score -752870.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -752879.187500 Penalty: 4467.714844
	Iteration 41Q: 3 clusters Score -752879.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -752887.687500 Penalty: 4467.714844
	Iteration 42Q: 3 clusters Score -752887.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -752894.062500 Penalty: 4467.714844
	Iteration 43Q: 3 clusters Score -752894.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -752900.687500 Penalty: 4467.714844
	Iteration 44Q: 3 clusters Score -752900.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -752901.687500 Penalty: 4467.714844
	Iteration 45Q: 3 clusters Score -752901.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -752902.312500 Penalty: 4467.714844
	Iteration 46Q: 3 clusters Score -752902.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -752903.250000 Penalty: 4467.714844
	Iteration 47Q: 3 clusters Score -752903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -752904.437500 Penalty: 4467.714844
	Iteration 48Q: 3 clusters Score -752904.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -752906.000000 Penalty: 4467.714844
	Iteration 49Q: 3 clusters Score -752906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -752905.437500 Penalty: 4467.714844
	Iteration 50Q: 3 clusters Score -752905.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -752907.375000 Penalty: 4467.714844
	Iteration 51Q: 3 clusters Score -752907.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -752908.062500 Penalty: 4467.714844
	Iteration 52Q: 3 clusters Score -752908.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -752906.687500 Penalty: 4467.714844
	Iteration 53Q: 3 clusters Score -752906.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -752906.687500 Penalty: 4467.714844
	Iteration 54F: 3 clusters Score -752906.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Entering Unmasked Estep 
Score: -1888878.875000 Penalty: 2445.876465
	Iteration 0F: 2 clusters Score -1888879 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 9545 members 
Entering Unmasked Estep 
Score: -1875369.750000 Penalty: 4891.752930
	Iteration 0F: 3 clusters Score -1875370 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1879759.250000 Penalty: 4891.752930
	Iteration 1F: 3 clusters Score -1879759 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1880094.625000 Penalty: 4891.752930
	Iteration 2F: 3 clusters Score -1880095 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1880372.875000 Penalty: 4891.752930
	Iteration 3Q: 3 clusters Score -1880373 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1880631.875000 Penalty: 4891.752930
	Iteration 4Q: 3 clusters Score -1880632 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1880941.375000 Penalty: 4891.752930
	Iteration 5Q: 3 clusters Score -1880941 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1881300.375000 Penalty: 4891.752930
	Iteration 6Q: 3 clusters Score -1881300 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1881781.500000 Penalty: 4891.752930
	Iteration 7Q: 3 clusters Score -1881782 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1882456.625000 Penalty: 4891.752930
	Iteration 8F: 3 clusters Score -1882457 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1883292.500000 Penalty: 4891.752930
	Iteration 9F: 3 clusters Score -1883292 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1884256.500000 Penalty: 4891.752930
	Iteration 10F: 3 clusters Score -1884256 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1885186.000000 Penalty: 4891.752930
	Iteration 11F: 3 clusters Score -1885186 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1885849.875000 Penalty: 4891.752930
	Iteration 12Q: 3 clusters Score -1885850 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1886203.875000 Penalty: 4891.752930
	Iteration 13Q: 3 clusters Score -1886204 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1886399.125000 Penalty: 4891.752930
	Iteration 14Q: 3 clusters Score -1886399 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1886511.625000 Penalty: 4891.752930
	Iteration 15Q: 3 clusters Score -1886512 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1886593.125000 Penalty: 4891.752930
	Iteration 16Q: 3 clusters Score -1886593 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1886647.750000 Penalty: 4891.752930
	Iteration 17Q: 3 clusters Score -1886648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1886678.375000 Penalty: 4891.752930
	Iteration 18Q: 3 clusters Score -1886678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1886692.875000 Penalty: 4891.752930
	Iteration 19Q: 3 clusters Score -1886693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1886712.000000 Penalty: 4891.752930
	Iteration 20F: 3 clusters Score -1886712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1886724.125000 Penalty: 4891.752930
	Iteration 21Q: 3 clusters Score -1886724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1886732.250000 Penalty: 4891.752930
	Iteration 22Q: 3 clusters Score -1886732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1886736.625000 Penalty: 4891.752930
	Iteration 23Q: 3 clusters Score -1886737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1886740.625000 Penalty: 4891.752930
	Iteration 24Q: 3 clusters Score -1886741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1886742.375000 Penalty: 4891.752930
	Iteration 25Q: 3 clusters Score -1886742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1886742.375000 Penalty: 4891.752930
	Iteration 26F: 3 clusters Score -1886742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (104953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104953 members 
Entering Unmasked Estep 
Score: -10318711.000000 Penalty: 2867.194336
	Iteration 0F: 2 clusters Score -1.031871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -10248704.000000 Penalty: 5734.388672
	Iteration 0F: 3 clusters Score -1.02487e+07 nChanged 49471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -10277368.000000 Penalty: 5734.388672
	Iteration 1F: 3 clusters Score -1.027737e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -10279335.000000 Penalty: 5734.388672
	Iteration 2Q: 3 clusters Score -1.027934e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -10282652.000000 Penalty: 5734.388672
	Iteration 3F: 3 clusters Score -1.028265e+07 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -10287771.000000 Penalty: 5734.388672
	Iteration 4F: 3 clusters Score -1.028777e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -10293844.000000 Penalty: 5734.388672
	Iteration 5F: 3 clusters Score -1.029384e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -10298841.000000 Penalty: 5734.388672
	Iteration 6F: 3 clusters Score -1.029884e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -10302050.000000 Penalty: 5734.388672
	Iteration 7F: 3 clusters Score -1.030205e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -10304042.000000 Penalty: 5734.388672
	Iteration 8Q: 3 clusters Score -1.030404e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 75985 members 
Entering Unmasked Estep 
Score: -10305470.000000 Penalty: 5734.388672
	Iteration 9Q: 3 clusters Score -1.030547e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 79132 members 
Entering Unmasked Estep 
Score: -10306763.000000 Penalty: 5734.388672
	Iteration 10Q: 3 clusters Score -1.030676e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 82275 members 
Entering Unmasked Estep 
Score: -10308177.000000 Penalty: 5734.388672
	Iteration 11Q: 3 clusters Score -1.030818e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 85318 members 
Entering Unmasked Estep 
Score: -10309445.000000 Penalty: 5734.388672
	Iteration 12Q: 3 clusters Score -1.030944e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -10310681.000000 Penalty: 5734.388672
	Iteration 13Q: 3 clusters Score -1.031068e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 90988 members 
Entering Unmasked Estep 
Score: -10311994.000000 Penalty: 5734.388672
	Iteration 14Q: 3 clusters Score -1.031199e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 93374 members 
Entering Unmasked Estep 
Score: -10313089.000000 Penalty: 5734.388672
	Iteration 15Q: 3 clusters Score -1.031309e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
Score: -10314015.000000 Penalty: 5734.388672
	Iteration 16Q: 3 clusters Score -1.031402e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 97188 members 
Entering Unmasked Estep 
Score: -10314850.000000 Penalty: 5734.388672
	Iteration 17Q: 3 clusters Score -1.031485e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 98547 members 
Entering Unmasked Estep 
Score: -10315333.000000 Penalty: 5734.388672
	Iteration 18Q: 3 clusters Score -1.031533e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 99607 members 
Entering Unmasked Estep 
Score: -10315749.000000 Penalty: 5734.388672
	Iteration 19Q: 3 clusters Score -1.031575e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 100409 members 
Entering Unmasked Estep 
Score: -10316055.000000 Penalty: 5734.388672
	Iteration 20F: 3 clusters Score -1.031606e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 101036 members 
Entering Unmasked Estep 
Score: -10316255.000000 Penalty: 5734.388672
	Iteration 21Q: 3 clusters Score -1.031626e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 101510 members 
Entering Unmasked Estep 
Score: -10316464.000000 Penalty: 5734.388672
	Iteration 22Q: 3 clusters Score -1.031646e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 101857 members 
Entering Unmasked Estep 
Score: -10316564.000000 Penalty: 5734.388672
	Iteration 23Q: 3 clusters Score -1.031656e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 102164 members 
Entering Unmasked Estep 
Score: -10316685.000000 Penalty: 5734.388672
	Iteration 24Q: 3 clusters Score -1.031668e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 102405 members 
Entering Unmasked Estep 
Score: -10316773.000000 Penalty: 5734.388672
	Iteration 25Q: 3 clusters Score -1.031677e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 102595 members 
Entering Unmasked Estep 
Score: -10316878.000000 Penalty: 5734.388672
	Iteration 26Q: 3 clusters Score -1.031688e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 102759 members 
Entering Unmasked Estep 
Score: -10316921.000000 Penalty: 5734.388672
	Iteration 27Q: 3 clusters Score -1.031692e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 102886 members 
Entering Unmasked Estep 
Score: -10316954.000000 Penalty: 5734.388672
	Iteration 28Q: 3 clusters Score -1.031695e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 102989 members 
Entering Unmasked Estep 
Score: -10316985.000000 Penalty: 5734.388672
	Iteration 29Q: 3 clusters Score -1.031698e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 103084 members 
Entering Unmasked Estep 
Score: -10317013.000000 Penalty: 5734.388672
	Iteration 30Q: 3 clusters Score -1.031701e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 103146 members 
Entering Unmasked Estep 
Score: -10317035.000000 Penalty: 5734.388672
	Iteration 31Q: 3 clusters Score -1.031704e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 103186 members 
Entering Unmasked Estep 
Score: -10317042.000000 Penalty: 5734.388672
	Iteration 32Q: 3 clusters Score -1.031704e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 103209 members 
Entering Unmasked Estep 
Score: -10317047.000000 Penalty: 5734.388672
	Iteration 33Q: 3 clusters Score -1.031705e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 103226 members 
Entering Unmasked Estep 
Score: -10317051.000000 Penalty: 5734.388672
	Iteration 34Q: 3 clusters Score -1.031705e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 103243 members 
Entering Unmasked Estep 
Score: -10317043.000000 Penalty: 5734.388672
	Iteration 35Q: 3 clusters Score -1.031704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 103259 members 
Entering Unmasked Estep 
Score: -10317062.000000 Penalty: 5734.388672
	Iteration 36Q: 3 clusters Score -1.031706e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 103280 members 
Entering Unmasked Estep 
Score: -10317061.000000 Penalty: 5734.388672
	Iteration 37Q: 3 clusters Score -1.031706e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 103298 members 
Entering Unmasked Estep 
Score: -10317065.000000 Penalty: 5734.388672
	Iteration 38Q: 3 clusters Score -1.031706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 103308 members 
Entering Unmasked Estep 
Score: -10317079.000000 Penalty: 5734.388672
	Iteration 39Q: 3 clusters Score -1.031708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 103320 members 
Entering Unmasked Estep 
Score: -10317081.000000 Penalty: 5734.388672
	Iteration 40F: 3 clusters Score -1.031708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 103323 members 
Entering Unmasked Estep 
Score: -10317077.000000 Penalty: 5734.388672
	Iteration 41Q: 3 clusters Score -1.031708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 103331 members 
Entering Unmasked Estep 
Score: -10317076.000000 Penalty: 5734.388672
	Iteration 42Q: 3 clusters Score -1.031708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 103339 members 
Entering Unmasked Estep 
Score: -10317079.000000 Penalty: 5734.388672
	Iteration 43Q: 3 clusters Score -1.031708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 103345 members 
Entering Unmasked Estep 
Score: -10317075.000000 Penalty: 5734.388672
	Iteration 44Q: 3 clusters Score -1.031708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 103348 members 
Entering Unmasked Estep 
Score: -10317084.000000 Penalty: 5734.388672
	Iteration 45Q: 3 clusters Score -1.031708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 103351 members 
Entering Unmasked Estep 
Score: -10317081.000000 Penalty: 5734.388672
	Iteration 46Q: 3 clusters Score -1.031708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 103354 members 
Entering Unmasked Estep 
Score: -10317084.000000 Penalty: 5734.388672
	Iteration 47Q: 3 clusters Score -1.031708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 103358 members 
Entering Unmasked Estep 
Score: -10317075.000000 Penalty: 5734.388672
	Iteration 48Q: 3 clusters Score -1.031708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 103357 members 
Entering Unmasked Estep 
Score: -10317071.000000 Penalty: 5734.388672
	Iteration 49Q: 3 clusters Score -1.031707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 103357 members 
Entering Unmasked Estep 
Score: -10317071.000000 Penalty: 5734.388672
	Iteration 50F: 3 clusters Score -1.031707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Entering Unmasked Estep 
Score: -540461.062500 Penalty: 2150.096191
	Iteration 0F: 2 clusters Score -540461.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -535416.000000 Penalty: 4300.192383
	Iteration 0F: 3 clusters Score -535416 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -536770.437500 Penalty: 4300.192383
	Iteration 1F: 3 clusters Score -536770.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -537014.625000 Penalty: 4300.192383
	Iteration 2F: 3 clusters Score -537014.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -537169.625000 Penalty: 4300.192383
	Iteration 3Q: 3 clusters Score -537169.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -537311.125000 Penalty: 4300.192383
	Iteration 4Q: 3 clusters Score -537311.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -537419.687500 Penalty: 4300.192383
	Iteration 5Q: 3 clusters Score -537419.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -537509.812500 Penalty: 4300.192383
	Iteration 6Q: 3 clusters Score -537509.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -537594.000000 Penalty: 4300.192383
	Iteration 7Q: 3 clusters Score -537594 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -537670.000000 Penalty: 4300.192383
	Iteration 8Q: 3 clusters Score -537670 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -537760.062500 Penalty: 4300.192383
	Iteration 9Q: 3 clusters Score -537760.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -537854.500000 Penalty: 4300.192383
	Iteration 10Q: 3 clusters Score -537854.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -537961.000000 Penalty: 4300.192383
	Iteration 11Q: 3 clusters Score -537961 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -538062.812500 Penalty: 4300.192383
	Iteration 12Q: 3 clusters Score -538062.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -538191.062500 Penalty: 4300.192383
	Iteration 13Q: 3 clusters Score -538191.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -538324.375000 Penalty: 4300.192383
	Iteration 14Q: 3 clusters Score -538324.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -538443.250000 Penalty: 4300.192383
	Iteration 15Q: 3 clusters Score -538443.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -538549.250000 Penalty: 4300.192383
	Iteration 16Q: 3 clusters Score -538549.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -538638.750000 Penalty: 4300.192383
	Iteration 17Q: 3 clusters Score -538638.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -538716.062500 Penalty: 4300.192383
	Iteration 18Q: 3 clusters Score -538716.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -538775.375000 Penalty: 4300.192383
	Iteration 19Q: 3 clusters Score -538775.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -538818.937500 Penalty: 4300.192383
	Iteration 20F: 3 clusters Score -538818.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -538846.687500 Penalty: 4300.192383
	Iteration 21Q: 3 clusters Score -538846.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -538866.187500 Penalty: 4300.192383
	Iteration 22Q: 3 clusters Score -538866.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -538880.250000 Penalty: 4300.192383
	Iteration 23Q: 3 clusters Score -538880.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -538892.000000 Penalty: 4300.192383
	Iteration 24Q: 3 clusters Score -538892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -538899.625000 Penalty: 4300.192383
	Iteration 25Q: 3 clusters Score -538899.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -538906.125000 Penalty: 4300.192383
	Iteration 26Q: 3 clusters Score -538906.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -538911.937500 Penalty: 4300.192383
	Iteration 27Q: 3 clusters Score -538911.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -538913.875000 Penalty: 4300.192383
	Iteration 28Q: 3 clusters Score -538913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -538915.000000 Penalty: 4300.192383
	Iteration 29Q: 3 clusters Score -538915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -538914.812500 Penalty: 4300.192383
	Iteration 30Q: 3 clusters Score -538914.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -538915.750000 Penalty: 4300.192383
	Iteration 31Q: 3 clusters Score -538915.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -538915.750000 Penalty: 4300.192383
	Iteration 32F: 3 clusters Score -538915.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (52997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52997 members 
Entering Unmasked Estep 
Score: -4706689.500000 Penalty: 2697.741699
	Iteration 0F: 2 clusters Score -4706690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -4671253.000000 Penalty: 5395.483398
	Iteration 0F: 3 clusters Score -4671253 nChanged 24413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -4685142.000000 Penalty: 5395.483398
	Iteration 1F: 3 clusters Score -4685142 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -4686093.000000 Penalty: 5395.483398
	Iteration 2Q: 3 clusters Score -4686093 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -4687240.500000 Penalty: 5395.483398
	Iteration 3Q: 3 clusters Score -4687240 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -4688723.500000 Penalty: 5395.483398
	Iteration 4F: 3 clusters Score -4688724 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -4690453.500000 Penalty: 5395.483398
	Iteration 5F: 3 clusters Score -4690454 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -4692320.000000 Penalty: 5395.483398
	Iteration 6F: 3 clusters Score -4692320 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -4694259.500000 Penalty: 5395.483398
	Iteration 7F: 3 clusters Score -4694260 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -4695997.500000 Penalty: 5395.483398
	Iteration 8F: 3 clusters Score -4695998 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -4697529.500000 Penalty: 5395.483398
	Iteration 9Q: 3 clusters Score -4697530 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -4698966.000000 Penalty: 5395.483398
	Iteration 10Q: 3 clusters Score -4698966 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -4700239.000000 Penalty: 5395.483398
	Iteration 11Q: 3 clusters Score -4700239 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4701077.000000 Penalty: 5395.483398
	Iteration 12Q: 3 clusters Score -4701077 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -4701634.000000 Penalty: 5395.483398
	Iteration 13Q: 3 clusters Score -4701634 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -4701943.500000 Penalty: 5395.483398
	Iteration 14Q: 3 clusters Score -4701944 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -4702226.000000 Penalty: 5395.483398
	Iteration 15Q: 3 clusters Score -4702226 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -4702467.500000 Penalty: 5395.483398
	Iteration 16Q: 3 clusters Score -4702468 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -4702627.500000 Penalty: 5395.483398
	Iteration 17Q: 3 clusters Score -4702628 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -4702814.500000 Penalty: 5395.483398
	Iteration 18Q: 3 clusters Score -4702814 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -4702990.000000 Penalty: 5395.483398
	Iteration 19Q: 3 clusters Score -4702990 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -4703169.000000 Penalty: 5395.483398
	Iteration 20F: 3 clusters Score -4703169 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -4703320.500000 Penalty: 5395.483398
	Iteration 21Q: 3 clusters Score -4703320 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -4703482.500000 Penalty: 5395.483398
	Iteration 22Q: 3 clusters Score -4703482 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -4703631.000000 Penalty: 5395.483398
	Iteration 23Q: 3 clusters Score -4703631 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -4703799.000000 Penalty: 5395.483398
	Iteration 24Q: 3 clusters Score -4703799 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -4703959.000000 Penalty: 5395.483398
	Iteration 25Q: 3 clusters Score -4703959 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -4704121.500000 Penalty: 5395.483398
	Iteration 26Q: 3 clusters Score -4704122 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -4704236.000000 Penalty: 5395.483398
	Iteration 27Q: 3 clusters Score -4704236 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -4704348.000000 Penalty: 5395.483398
	Iteration 28Q: 3 clusters Score -4704348 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -4704476.000000 Penalty: 5395.483398
	Iteration 29Q: 3 clusters Score -4704476 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -4704589.000000 Penalty: 5395.483398
	Iteration 30Q: 3 clusters Score -4704589 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -4704707.500000 Penalty: 5395.483398
	Iteration 31Q: 3 clusters Score -4704708 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -4704756.000000 Penalty: 5395.483398
	Iteration 32Q: 3 clusters Score -4704756 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -4704835.500000 Penalty: 5395.483398
	Iteration 33Q: 3 clusters Score -4704836 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -4704902.000000 Penalty: 5395.483398
	Iteration 34Q: 3 clusters Score -4704902 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -4704957.000000 Penalty: 5395.483398
	Iteration 35Q: 3 clusters Score -4704957 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -4704988.000000 Penalty: 5395.483398
	Iteration 36Q: 3 clusters Score -4704988 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -4705054.500000 Penalty: 5395.483398
	Iteration 37Q: 3 clusters Score -4705054 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -4705096.500000 Penalty: 5395.483398
	Iteration 38Q: 3 clusters Score -4705096 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -4705153.000000 Penalty: 5395.483398
	Iteration 39Q: 3 clusters Score -4705153 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -4705179.000000 Penalty: 5395.483398
	Iteration 40F: 3 clusters Score -4705179 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -4705208.000000 Penalty: 5395.483398
	Iteration 41Q: 3 clusters Score -4705208 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -4705233.000000 Penalty: 5395.483398
	Iteration 42Q: 3 clusters Score -4705233 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -4705268.000000 Penalty: 5395.483398
	Iteration 43Q: 3 clusters Score -4705268 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -4705291.000000 Penalty: 5395.483398
	Iteration 44Q: 3 clusters Score -4705291 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -4705299.000000 Penalty: 5395.483398
	Iteration 45Q: 3 clusters Score -4705299 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -4705321.000000 Penalty: 5395.483398
	Iteration 46Q: 3 clusters Score -4705321 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -4705318.000000 Penalty: 5395.483398
	Iteration 47Q: 3 clusters Score -4705318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -4705328.500000 Penalty: 5395.483398
	Iteration 48Q: 3 clusters Score -4705328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -4705333.500000 Penalty: 5395.483398
	Iteration 49Q: 3 clusters Score -4705334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -4705340.500000 Penalty: 5395.483398
	Iteration 50Q: 3 clusters Score -4705340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -4705344.000000 Penalty: 5395.483398
	Iteration 51Q: 3 clusters Score -4705344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -4705350.000000 Penalty: 5395.483398
	Iteration 52Q: 3 clusters Score -4705350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -4705339.500000 Penalty: 5395.483398
	Iteration 53Q: 3 clusters Score -4705340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -4705346.500000 Penalty: 5395.483398
	Iteration 54Q: 3 clusters Score -4705346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -4705344.000000 Penalty: 5395.483398
	Iteration 55Q: 3 clusters Score -4705344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -4705346.000000 Penalty: 5395.483398
	Iteration 56Q: 3 clusters Score -4705346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -4705344.500000 Penalty: 5395.483398
	Iteration 57Q: 3 clusters Score -4705344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -4705340.000000 Penalty: 5395.483398
	Iteration 58Q: 3 clusters Score -4705340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -4705346.500000 Penalty: 5395.483398
	Iteration 59Q: 3 clusters Score -4705346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -4705353.000000 Penalty: 5395.483398
	Iteration 60F: 3 clusters Score -4705353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -4705348.500000 Penalty: 5395.483398
	Iteration 61Q: 3 clusters Score -4705348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -4705349.000000 Penalty: 5395.483398
	Iteration 62Q: 3 clusters Score -4705349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -4705344.000000 Penalty: 5395.483398
	Iteration 63Q: 3 clusters Score -4705344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -4705345.500000 Penalty: 5395.483398
	Iteration 64Q: 3 clusters Score -4705346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -4705346.000000 Penalty: 5395.483398
	Iteration 65Q: 3 clusters Score -4705346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -4705352.500000 Penalty: 5395.483398
	Iteration 66Q: 3 clusters Score -4705352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -4705348.000000 Penalty: 5395.483398
	Iteration 67Q: 3 clusters Score -4705348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -4705351.000000 Penalty: 5395.483398
	Iteration 68Q: 3 clusters Score -4705351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -4705354.500000 Penalty: 5395.483398
	Iteration 69Q: 3 clusters Score -4705354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -4705356.500000 Penalty: 5395.483398
	Iteration 70Q: 3 clusters Score -4705356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -4705355.500000 Penalty: 5395.483398
	Iteration 71Q: 3 clusters Score -4705356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -4705357.000000 Penalty: 5395.483398
	Iteration 72Q: 3 clusters Score -4705357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -4705360.500000 Penalty: 5395.483398
	Iteration 73Q: 3 clusters Score -4705360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -4705365.000000 Penalty: 5395.483398
	Iteration 74Q: 3 clusters Score -4705365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -4705368.000000 Penalty: 5395.483398
	Iteration 75Q: 3 clusters Score -4705368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -4705363.500000 Penalty: 5395.483398
	Iteration 76Q: 3 clusters Score -4705364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -4705367.500000 Penalty: 5395.483398
	Iteration 77Q: 3 clusters Score -4705368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -4705367.000000 Penalty: 5395.483398
	Iteration 78Q: 3 clusters Score -4705367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -4705367.000000 Penalty: 5395.483398
	Iteration 79F: 3 clusters Score -4705367 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: -250277.125000 Penalty: 1975.713501
	Iteration 0F: 2 clusters Score -250277.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -247146.687500 Penalty: 3951.427002
	Iteration 0F: 3 clusters Score -247146.7 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -247944.875000 Penalty: 3951.427002
	Iteration 1F: 3 clusters Score -247944.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -248389.906250 Penalty: 3951.427002
	Iteration 2F: 3 clusters Score -248389.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -248870.468750 Penalty: 3951.427002
	Iteration 3F: 3 clusters Score -248870.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -249238.890625 Penalty: 3951.427002
	Iteration 4F: 3 clusters Score -249238.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -249429.671875 Penalty: 3951.427002
	Iteration 5F: 3 clusters Score -249429.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -249524.687500 Penalty: 3951.427002
	Iteration 6Q: 3 clusters Score -249524.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -249572.468750 Penalty: 3951.427002
	Iteration 7Q: 3 clusters Score -249572.5 nChanged 29
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: -249603.562500 Penalty: 3951.427002
	Iteration 8Q: 3 clusters Score -249603.6 nChanged 31
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: -249645.312500 Penalty: 3951.427002
	Iteration 9Q: 3 clusters Score -249645.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -249703.890625 Penalty: 3951.427002
	Iteration 10Q: 3 clusters Score -249703.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -249764.312500 Penalty: 3951.427002
	Iteration 11Q: 3 clusters Score -249764.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -249844.531250 Penalty: 3951.427002
	Iteration 12Q: 3 clusters Score -249844.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -249892.250000 Penalty: 3951.427002
	Iteration 13Q: 3 clusters Score -249892.2 nChanged 28
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: -249920.390625 Penalty: 3951.427002
	Iteration 14Q: 3 clusters Score -249920.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -249940.953125 Penalty: 3951.427002
	Iteration 15Q: 3 clusters Score -249941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -249950.500000 Penalty: 3951.427002
	Iteration 16Q: 3 clusters Score -249950.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -249960.000000 Penalty: 3951.427002
	Iteration 17Q: 3 clusters Score -249960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -249965.515625 Penalty: 3951.427002
	Iteration 18Q: 3 clusters Score -249965.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -249967.656250 Penalty: 3951.427002
	Iteration 19Q: 3 clusters Score -249967.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -249969.781250 Penalty: 3951.427002
	Iteration 20F: 3 clusters Score -249969.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -249971.421875 Penalty: 3951.427002
	Iteration 21Q: 3 clusters Score -249971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -249972.781250 Penalty: 3951.427002
	Iteration 22Q: 3 clusters Score -249972.8 nChanged 5
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: -249975.203125 Penalty: 3951.427002
	Iteration 23Q: 3 clusters Score -249975.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -249977.828125 Penalty: 3951.427002
	Iteration 24Q: 3 clusters Score -249977.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -249982.187500 Penalty: 3951.427002
	Iteration 25Q: 3 clusters Score -249982.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -249990.578125 Penalty: 3951.427002
	Iteration 26Q: 3 clusters Score -249990.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -250001.750000 Penalty: 3951.427002
	Iteration 27Q: 3 clusters Score -250001.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -250007.796875 Penalty: 3951.427002
	Iteration 28Q: 3 clusters Score -250007.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -250013.765625 Penalty: 3951.427002
	Iteration 29Q: 3 clusters Score -250013.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -250026.296875 Penalty: 3951.427002
	Iteration 30Q: 3 clusters Score -250026.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -250038.781250 Penalty: 3951.427002
	Iteration 31Q: 3 clusters Score -250038.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -250059.093750 Penalty: 3951.427002
	Iteration 32Q: 3 clusters Score -250059.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -250091.078125 Penalty: 3951.427002
	Iteration 33Q: 3 clusters Score -250091.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -250118.593750 Penalty: 3951.427002
	Iteration 34Q: 3 clusters Score -250118.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -250135.125000 Penalty: 3951.427002
	Iteration 35Q: 3 clusters Score -250135.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -250148.984375 Penalty: 3951.427002
	Iteration 36Q: 3 clusters Score -250149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -250159.359375 Penalty: 3951.427002
	Iteration 37Q: 3 clusters Score -250159.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -250171.281250 Penalty: 3951.427002
	Iteration 38Q: 3 clusters Score -250171.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -250180.906250 Penalty: 3951.427002
	Iteration 39Q: 3 clusters Score -250180.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -250187.875000 Penalty: 3951.427002
	Iteration 40F: 3 clusters Score -250187.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -250194.359375 Penalty: 3951.427002
	Iteration 41Q: 3 clusters Score -250194.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -250199.843750 Penalty: 3951.427002
	Iteration 42Q: 3 clusters Score -250199.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -250205.671875 Penalty: 3951.427002
	Iteration 43Q: 3 clusters Score -250205.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -250214.671875 Penalty: 3951.427002
	Iteration 44Q: 3 clusters Score -250214.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -250219.468750 Penalty: 3951.427002
	Iteration 45Q: 3 clusters Score -250219.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -250223.562500 Penalty: 3951.427002
	Iteration 46Q: 3 clusters Score -250223.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -250226.437500 Penalty: 3951.427002
	Iteration 47Q: 3 clusters Score -250226.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -250229.640625 Penalty: 3951.427002
	Iteration 48Q: 3 clusters Score -250229.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -250230.640625 Penalty: 3951.427002
	Iteration 49Q: 3 clusters Score -250230.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -250231.296875 Penalty: 3951.427002
	Iteration 50Q: 3 clusters Score -250231.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -250231.765625 Penalty: 3951.427002
	Iteration 51Q: 3 clusters Score -250231.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -250232.500000 Penalty: 3951.427002
	Iteration 52Q: 3 clusters Score -250232.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -250233.031250 Penalty: 3951.427002
	Iteration 53Q: 3 clusters Score -250233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -250233.203125 Penalty: 3951.427002
	Iteration 54Q: 3 clusters Score -250233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -250234.093750 Penalty: 3951.427002
	Iteration 55Q: 3 clusters Score -250234.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -250235.015625 Penalty: 3951.427002
	Iteration 56Q: 3 clusters Score -250235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -250235.406250 Penalty: 3951.427002
	Iteration 57Q: 3 clusters Score -250235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -250236.375000 Penalty: 3951.427002
	Iteration 58Q: 3 clusters Score -250236.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -250236.437500 Penalty: 3951.427002
	Iteration 59Q: 3 clusters Score -250236.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -250236.828125 Penalty: 3951.427002
	Iteration 60F: 3 clusters Score -250236.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -250238.687500 Penalty: 3951.427002
	Iteration 61Q: 3 clusters Score -250238.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -250239.265625 Penalty: 3951.427002
	Iteration 62Q: 3 clusters Score -250239.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -250239.828125 Penalty: 3951.427002
	Iteration 63Q: 3 clusters Score -250239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -250240.718750 Penalty: 3951.427002
	Iteration 64Q: 3 clusters Score -250240.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -250240.843750 Penalty: 3951.427002
	Iteration 65Q: 3 clusters Score -250240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -250241.375000 Penalty: 3951.427002
	Iteration 66Q: 3 clusters Score -250241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -250241.828125 Penalty: 3951.427002
	Iteration 67Q: 3 clusters Score -250241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -250242.250000 Penalty: 3951.427002
	Iteration 68Q: 3 clusters Score -250242.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -250242.250000 Penalty: 3951.427002
	Iteration 69F: 3 clusters Score -250242.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Entering Unmasked Estep 
Score: -428029.812500 Penalty: 2080.674072
	Iteration 0F: 2 clusters Score -428029.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -423861.187500 Penalty: 4161.348145
	Iteration 0F: 3 clusters Score -423861.2 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -424804.187500 Penalty: 4161.348145
	Iteration 1F: 3 clusters Score -424804.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -424991.750000 Penalty: 4161.348145
	Iteration 2F: 3 clusters Score -424991.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -425109.343750 Penalty: 4161.348145
	Iteration 3Q: 3 clusters Score -425109.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -425184.156250 Penalty: 4161.348145
	Iteration 4Q: 3 clusters Score -425184.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -425236.312500 Penalty: 4161.348145
	Iteration 5Q: 3 clusters Score -425236.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -425280.500000 Penalty: 4161.348145
	Iteration 6Q: 3 clusters Score -425280.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -425319.250000 Penalty: 4161.348145
	Iteration 7Q: 3 clusters Score -425319.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -425351.281250 Penalty: 4161.348145
	Iteration 8Q: 3 clusters Score -425351.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -425379.156250 Penalty: 4161.348145
	Iteration 9Q: 3 clusters Score -425379.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -425398.500000 Penalty: 4161.348145
	Iteration 10Q: 3 clusters Score -425398.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -425413.218750 Penalty: 4161.348145
	Iteration 11Q: 3 clusters Score -425413.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -425423.937500 Penalty: 4161.348145
	Iteration 12Q: 3 clusters Score -425423.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -425437.531250 Penalty: 4161.348145
	Iteration 13Q: 3 clusters Score -425437.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -425449.343750 Penalty: 4161.348145
	Iteration 14Q: 3 clusters Score -425449.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -425457.062500 Penalty: 4161.348145
	Iteration 15Q: 3 clusters Score -425457.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -425464.406250 Penalty: 4161.348145
	Iteration 16Q: 3 clusters Score -425464.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -425468.218750 Penalty: 4161.348145
	Iteration 17Q: 3 clusters Score -425468.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -425471.250000 Penalty: 4161.348145
	Iteration 18Q: 3 clusters Score -425471.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -425473.875000 Penalty: 4161.348145
	Iteration 19Q: 3 clusters Score -425473.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -425475.906250 Penalty: 4161.348145
	Iteration 20F: 3 clusters Score -425475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -425477.812500 Penalty: 4161.348145
	Iteration 21Q: 3 clusters Score -425477.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -425478.593750 Penalty: 4161.348145
	Iteration 22Q: 3 clusters Score -425478.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -425478.406250 Penalty: 4161.348145
	Iteration 23Q: 3 clusters Score -425478.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -425480.468750 Penalty: 4161.348145
	Iteration 24Q: 3 clusters Score -425480.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -425481.968750 Penalty: 4161.348145
	Iteration 25Q: 3 clusters Score -425482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -425482.562500 Penalty: 4161.348145
	Iteration 26Q: 3 clusters Score -425482.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -425483.718750 Penalty: 4161.348145
	Iteration 27Q: 3 clusters Score -425483.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -425483.718750 Penalty: 4161.348145
	Iteration 28Q: 3 clusters Score -425483.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -425483.937500 Penalty: 4161.348145
	Iteration 29Q: 3 clusters Score -425483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -425484.250000 Penalty: 4161.348145
	Iteration 30Q: 3 clusters Score -425484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -425484.875000 Penalty: 4161.348145
	Iteration 31Q: 3 clusters Score -425484.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -425485.406250 Penalty: 4161.348145
	Iteration 32Q: 3 clusters Score -425485.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -425486.187500 Penalty: 4161.348145
	Iteration 33Q: 3 clusters Score -425486.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -425485.812500 Penalty: 4161.348145
	Iteration 34Q: 3 clusters Score -425485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -425487.843750 Penalty: 4161.348145
	Iteration 35Q: 3 clusters Score -425487.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -425489.093750 Penalty: 4161.348145
	Iteration 36Q: 3 clusters Score -425489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -425489.781250 Penalty: 4161.348145
	Iteration 37Q: 3 clusters Score -425489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -425489.968750 Penalty: 4161.348145
	Iteration 38Q: 3 clusters Score -425490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -425489.968750 Penalty: 4161.348145
	Iteration 39F: 3 clusters Score -425490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Entering Unmasked Estep 
Score: -458868.406250 Penalty: 2106.391602
	Iteration 0F: 2 clusters Score -458868.4 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 2359 members 
Entering Unmasked Estep 
Score: -454434.281250 Penalty: 4212.783203
	Iteration 0F: 3 clusters Score -454434.3 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -455489.687500 Penalty: 4212.783203
	Iteration 1F: 3 clusters Score -455489.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -455679.312500 Penalty: 4212.783203
	Iteration 2F: 3 clusters Score -455679.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -455795.187500 Penalty: 4212.783203
	Iteration 3Q: 3 clusters Score -455795.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -455871.718750 Penalty: 4212.783203
	Iteration 4Q: 3 clusters Score -455871.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -455929.375000 Penalty: 4212.783203
	Iteration 5Q: 3 clusters Score -455929.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -455988.187500 Penalty: 4212.783203
	Iteration 6Q: 3 clusters Score -455988.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -456040.000000 Penalty: 4212.783203
	Iteration 7Q: 3 clusters Score -456040 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -456102.906250 Penalty: 4212.783203
	Iteration 8Q: 3 clusters Score -456102.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -456155.718750 Penalty: 4212.783203
	Iteration 9Q: 3 clusters Score -456155.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -456201.812500 Penalty: 4212.783203
	Iteration 10Q: 3 clusters Score -456201.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -456246.187500 Penalty: 4212.783203
	Iteration 11Q: 3 clusters Score -456246.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -456303.250000 Penalty: 4212.783203
	Iteration 12Q: 3 clusters Score -456303.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -456353.875000 Penalty: 4212.783203
	Iteration 13Q: 3 clusters Score -456353.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -456405.000000 Penalty: 4212.783203
	Iteration 14Q: 3 clusters Score -456405 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -456464.406250 Penalty: 4212.783203
	Iteration 15Q: 3 clusters Score -456464.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -456536.750000 Penalty: 4212.783203
	Iteration 16Q: 3 clusters Score -456536.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -456594.968750 Penalty: 4212.783203
	Iteration 17Q: 3 clusters Score -456595 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -456658.218750 Penalty: 4212.783203
	Iteration 18Q: 3 clusters Score -456658.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -456705.406250 Penalty: 4212.783203
	Iteration 19Q: 3 clusters Score -456705.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -456739.156250 Penalty: 4212.783203
	Iteration 20F: 3 clusters Score -456739.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -456769.281250 Penalty: 4212.783203
	Iteration 21Q: 3 clusters Score -456769.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -456798.937500 Penalty: 4212.783203
	Iteration 22Q: 3 clusters Score -456798.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -456833.250000 Penalty: 4212.783203
	Iteration 23Q: 3 clusters Score -456833.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -456862.156250 Penalty: 4212.783203
	Iteration 24Q: 3 clusters Score -456862.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -456875.781250 Penalty: 4212.783203
	Iteration 25Q: 3 clusters Score -456875.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -456893.062500 Penalty: 4212.783203
	Iteration 26Q: 3 clusters Score -456893.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -456901.406250 Penalty: 4212.783203
	Iteration 27Q: 3 clusters Score -456901.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -456909.375000 Penalty: 4212.783203
	Iteration 28Q: 3 clusters Score -456909.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -456912.968750 Penalty: 4212.783203
	Iteration 29Q: 3 clusters Score -456913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -456916.343750 Penalty: 4212.783203
	Iteration 30Q: 3 clusters Score -456916.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -456923.218750 Penalty: 4212.783203
	Iteration 31Q: 3 clusters Score -456923.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -456929.906250 Penalty: 4212.783203
	Iteration 32Q: 3 clusters Score -456929.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -456934.843750 Penalty: 4212.783203
	Iteration 33Q: 3 clusters Score -456934.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -456935.437500 Penalty: 4212.783203
	Iteration 34Q: 3 clusters Score -456935.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -456936.906250 Penalty: 4212.783203
	Iteration 35Q: 3 clusters Score -456936.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -456936.906250 Penalty: 4212.783203
	Iteration 36F: 3 clusters Score -456936.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127337 members 
Mstep: Class 2 contains 3911 members 
Mstep: Class 3 contains 11645 members 
Mstep: Class 4 contains 12736 members 
Mstep: Class 5 contains 12676 members 
Mstep: Class 6 contains 303338 members 
Mstep: Class 7 contains 224974 members 
Mstep: Class 8 contains 64813 members 
Mstep: Class 9 contains 24919 members 
Mstep: Class 10 contains 7605 members 
Mstep: Class 11 contains 8408 members 
Mstep: Class 12 contains 73705 members 
Mstep: Class 13 contains 9864 members 
Mstep: Class 14 contains 226064 members 
Mstep: Class 15 contains 13562 members 
Mstep: Class 16 contains 223613 members 
Mstep: Class 17 contains 5927 members 
Mstep: Class 18 contains 9771 members 
Mstep: Class 19 contains 6842 members 
Mstep: Class 20 contains 23523 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 7334 members 
Mstep: Class 23 contains 5371 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 7335 members 
Mstep: Class 27 contains 3461 members 
Mstep: Class 28 contains 15739 members 
Mstep: Class 29 contains 8164 members 
Mstep: Class 30 contains 19195 members 
Mstep: Class 31 contains 104953 members 
Mstep: Class 32 contains 5824 members 
Mstep: Class 33 contains 52997 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4402 members 
Mstep: Class 36 contains 4883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157689376.000000 Penalty: 127934.179688
Iteration 119Q: 37 clusters Score -1.576894e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127328 members 
Mstep: Class 2 contains 3912 members 
Mstep: Class 3 contains 11588 members 
Mstep: Class 4 contains 12738 members 
Mstep: Class 5 contains 12613 members 
Mstep: Class 6 contains 304121 members 
Mstep: Class 7 contains 224972 members 
Mstep: Class 8 contains 64772 members 
Mstep: Class 9 contains 24925 members 
Mstep: Class 10 contains 7591 members 
Mstep: Class 11 contains 8410 members 
Mstep: Class 12 contains 73700 members 
Mstep: Class 13 contains 9860 members 
Mstep: Class 14 contains 226078 members 
Mstep: Class 15 contains 13508 members 
Mstep: Class 16 contains 223583 members 
Mstep: Class 17 contains 5935 members 
Mstep: Class 18 contains 9879 members 
Mstep: Class 19 contains 6405 members 
Mstep: Class 20 contains 23519 members 
Mstep: Class 21 contains 6839 members 
Mstep: Class 22 contains 7330 members 
Mstep: Class 23 contains 5420 members 
Mstep: Class 24 contains 18589 members 
Mstep: Class 25 contains 8813 members 
Mstep: Class 26 contains 7331 members 
Mstep: Class 27 contains 3487 members 
Mstep: Class 28 contains 15740 members 
Mstep: Class 29 contains 8130 members 
Mstep: Class 30 contains 19195 members 
Mstep: Class 31 contains 104954 members 
Mstep: Class 32 contains 5817 members 
Mstep: Class 33 contains 52762 members 
Mstep: Class 34 contains 2888 members 
Mstep: Class 35 contains 4398 members 
Mstep: Class 36 contains 4878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690016.000000 Penalty: 127934.179688
Iteration 120F: 37 clusters Score -1.5769e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127326 members 
Mstep: Class 2 contains 3903 members 
Mstep: Class 3 contains 11541 members 
Mstep: Class 4 contains 12744 members 
Mstep: Class 5 contains 12559 members 
Mstep: Class 6 contains 304636 members 
Mstep: Class 7 contains 224984 members 
Mstep: Class 8 contains 64741 members 
Mstep: Class 9 contains 24942 members 
Mstep: Class 10 contains 7571 members 
Mstep: Class 11 contains 8409 members 
Mstep: Class 12 contains 73695 members 
Mstep: Class 13 contains 9858 members 
Mstep: Class 14 contains 226089 members 
Mstep: Class 15 contains 13444 members 
Mstep: Class 16 contains 223562 members 
Mstep: Class 17 contains 5942 members 
Mstep: Class 18 contains 9964 members 
Mstep: Class 19 contains 6239 members 
Mstep: Class 20 contains 23511 members 
Mstep: Class 21 contains 6845 members 
Mstep: Class 22 contains 7331 members 
Mstep: Class 23 contains 5461 members 
Mstep: Class 24 contains 18585 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 7324 members 
Mstep: Class 27 contains 3512 members 
Mstep: Class 28 contains 15738 members 
Mstep: Class 29 contains 8089 members 
Mstep: Class 30 contains 19190 members 
Mstep: Class 31 contains 104942 members 
Mstep: Class 32 contains 5824 members 
Mstep: Class 33 contains 52513 members 
Mstep: Class 34 contains 2905 members 
Mstep: Class 35 contains 4397 members 
Mstep: Class 36 contains 4880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690304.000000 Penalty: 127934.179688
Iteration 121Q: 37 clusters Score -1.576903e+08 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127326 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 11499 members 
Mstep: Class 4 contains 12744 members 
Mstep: Class 5 contains 12495 members 
Mstep: Class 6 contains 304989 members 
Mstep: Class 7 contains 224989 members 
Mstep: Class 8 contains 64718 members 
Mstep: Class 9 contains 24968 members 
Mstep: Class 10 contains 7545 members 
Mstep: Class 11 contains 8408 members 
Mstep: Class 12 contains 73688 members 
Mstep: Class 13 contains 9856 members 
Mstep: Class 14 contains 226103 members 
Mstep: Class 15 contains 13389 members 
Mstep: Class 16 contains 223524 members 
Mstep: Class 17 contains 5947 members 
Mstep: Class 18 contains 10054 members 
Mstep: Class 19 contains 6233 members 
Mstep: Class 20 contains 23500 members 
Mstep: Class 21 contains 6844 members 
Mstep: Class 22 contains 7325 members 
Mstep: Class 23 contains 5503 members 
Mstep: Class 24 contains 18581 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 7325 members 
Mstep: Class 27 contains 3535 members 
Mstep: Class 28 contains 15737 members 
Mstep: Class 29 contains 8022 members 
Mstep: Class 30 contains 19188 members 
Mstep: Class 31 contains 104936 members 
Mstep: Class 32 contains 5829 members 
Mstep: Class 33 contains 52310 members 
Mstep: Class 34 contains 2906 members 
Mstep: Class 35 contains 4396 members 
Mstep: Class 36 contains 4883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157690768.000000 Penalty: 127934.179688
Iteration 122Q: 37 clusters Score -1.576908e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127325 members 
Mstep: Class 2 contains 3892 members 
Mstep: Class 3 contains 11454 members 
Mstep: Class 4 contains 12736 members 
Mstep: Class 5 contains 12454 members 
Mstep: Class 6 contains 305177 members 
Mstep: Class 7 contains 225002 members 
Mstep: Class 8 contains 64690 members 
Mstep: Class 9 contains 24985 members 
Mstep: Class 10 contains 7524 members 
Mstep: Class 11 contains 8407 members 
Mstep: Class 12 contains 73679 members 
Mstep: Class 13 contains 9853 members 
Mstep: Class 14 contains 226111 members 
Mstep: Class 15 contains 13358 members 
Mstep: Class 16 contains 223504 members 
Mstep: Class 17 contains 5945 members 
Mstep: Class 18 contains 10117 members 
Mstep: Class 19 contains 6328 members 
Mstep: Class 20 contains 23491 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 7319 members 
Mstep: Class 23 contains 5574 members 
Mstep: Class 24 contains 18579 members 
Mstep: Class 25 contains 8814 members 
Mstep: Class 26 contains 7325 members 
Mstep: Class 27 contains 3557 members 
Mstep: Class 28 contains 15736 members 
Mstep: Class 29 contains 7970 members 
Mstep: Class 30 contains 19186 members 
Mstep: Class 31 contains 104926 members 
Mstep: Class 32 contains 5843 members 
Mstep: Class 33 contains 52110 members 
Mstep: Class 34 contains 2903 members 
Mstep: Class 35 contains 4392 members 
Mstep: Class 36 contains 4891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157691296.000000 Penalty: 127934.179688
Iteration 123Q: 37 clusters Score -1.576913e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127318 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 11423 members 
Mstep: Class 4 contains 12731 members 
Mstep: Class 5 contains 12426 members 
Mstep: Class 6 contains 305311 members 
Mstep: Class 7 contains 225002 members 
Mstep: Class 8 contains 64668 members 
Mstep: Class 9 contains 24991 members 
Mstep: Class 10 contains 7490 members 
Mstep: Class 11 contains 8403 members 
Mstep: Class 12 contains 73667 members 
Mstep: Class 13 contains 9855 members 
Mstep: Class 14 contains 226123 members 
Mstep: Class 15 contains 13325 members 
Mstep: Class 16 contains 223493 members 
Mstep: Class 17 contains 5944 members 
Mstep: Class 18 contains 10170 members 
Mstep: Class 19 contains 6464 members 
Mstep: Class 20 contains 23489 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 5657 members 
Mstep: Class 24 contains 18576 members 
Mstep: Class 25 contains 8815 members 
Mstep: Class 26 contains 7323 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 15733 members 
Mstep: Class 29 contains 7905 members 
Mstep: Class 30 contains 19187 members 
Mstep: Class 31 contains 104930 members 
Mstep: Class 32 contains 5848 members 
Mstep: Class 33 contains 51923 members 
Mstep: Class 34 contains 2893 members 
Mstep: Class 35 contains 4391 members 
Mstep: Class 36 contains 4892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157691760.000000 Penalty: 127934.179688
Iteration 124Q: 37 clusters Score -1.576918e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127319 members 
Mstep: Class 2 contains 3877 members 
Mstep: Class 3 contains 11403 members 
Mstep: Class 4 contains 12722 members 
Mstep: Class 5 contains 12397 members 
Mstep: Class 6 contains 305389 members 
Mstep: Class 7 contains 225017 members 
Mstep: Class 8 contains 64650 members 
Mstep: Class 9 contains 25000 members 
Mstep: Class 10 contains 7451 members 
Mstep: Class 11 contains 8402 members 
Mstep: Class 12 contains 73650 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 226134 members 
Mstep: Class 15 contains 13290 members 
Mstep: Class 16 contains 223474 members 
Mstep: Class 17 contains 5944 members 
Mstep: Class 18 contains 10218 members 
Mstep: Class 19 contains 6620 members 
Mstep: Class 20 contains 23491 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 22 contains 7311 members 
Mstep: Class 23 contains 5730 members 
Mstep: Class 24 contains 18577 members 
Mstep: Class 25 contains 8815 members 
Mstep: Class 26 contains 7326 members 
Mstep: Class 27 contains 3612 members 
Mstep: Class 28 contains 15732 members 
Mstep: Class 29 contains 7847 members 
Mstep: Class 30 contains 19185 members 
Mstep: Class 31 contains 104927 members 
Mstep: Class 32 contains 5851 members 
Mstep: Class 33 contains 51752 members 
Mstep: Class 34 contains 2901 members 
Mstep: Class 35 contains 4391 members 
Mstep: Class 36 contains 4889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157692272.000000 Penalty: 127934.179688
Iteration 125Q: 37 clusters Score -1.576923e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127317 members 
Mstep: Class 2 contains 3866 members 
Mstep: Class 3 contains 11382 members 
Mstep: Class 4 contains 12717 members 
Mstep: Class 5 contains 12372 members 
Mstep: Class 6 contains 305415 members 
Mstep: Class 7 contains 225030 members 
Mstep: Class 8 contains 64626 members 
Mstep: Class 9 contains 25012 members 
Mstep: Class 10 contains 7419 members 
Mstep: Class 11 contains 8402 members 
Mstep: Class 12 contains 73656 members 
Mstep: Class 13 contains 9852 members 
Mstep: Class 14 contains 226147 members 
Mstep: Class 15 contains 13251 members 
Mstep: Class 16 contains 223469 members 
Mstep: Class 17 contains 5939 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 6785 members 
Mstep: Class 20 contains 23495 members 
Mstep: Class 21 contains 6868 members 
Mstep: Class 22 contains 7303 members 
Mstep: Class 23 contains 5797 members 
Mstep: Class 24 contains 18577 members 
Mstep: Class 25 contains 8813 members 
Mstep: Class 26 contains 7324 members 
Mstep: Class 27 contains 3639 members 
Mstep: Class 28 contains 15734 members 
Mstep: Class 29 contains 7802 members 
Mstep: Class 30 contains 19180 members 
Mstep: Class 31 contains 104930 members 
Mstep: Class 32 contains 5855 members 
Mstep: Class 33 contains 51583 members 
Mstep: Class 34 contains 2913 members 
Mstep: Class 35 contains 4391 members 
Mstep: Class 36 contains 4888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157692640.000000 Penalty: 127934.179688
Iteration 126Q: 37 clusters Score -1.576926e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127312 members 
Mstep: Class 2 contains 3862 members 
Mstep: Class 3 contains 11374 members 
Mstep: Class 4 contains 12718 members 
Mstep: Class 5 contains 12368 members 
Mstep: Class 6 contains 305415 members 
Mstep: Class 7 contains 225039 members 
Mstep: Class 8 contains 64601 members 
Mstep: Class 9 contains 25022 members 
Mstep: Class 10 contains 7383 members 
Mstep: Class 11 contains 8403 members 
Mstep: Class 12 contains 73667 members 
Mstep: Class 13 contains 9847 members 
Mstep: Class 14 contains 226169 members 
Mstep: Class 15 contains 13233 members 
Mstep: Class 16 contains 223474 members 
Mstep: Class 17 contains 5940 members 
Mstep: Class 18 contains 10279 members 
Mstep: Class 19 contains 6927 members 
Mstep: Class 20 contains 23496 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 7293 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 18581 members 
Mstep: Class 25 contains 8811 members 
Mstep: Class 26 contains 7315 members 
Mstep: Class 27 contains 3664 members 
Mstep: Class 28 contains 15737 members 
Mstep: Class 29 contains 7740 members 
Mstep: Class 30 contains 19174 members 
Mstep: Class 31 contains 104925 members 
Mstep: Class 32 contains 5860 members 
Mstep: Class 33 contains 51442 members 
Mstep: Class 34 contains 2919 members 
Mstep: Class 35 contains 4390 members 
Mstep: Class 36 contains 4887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157692784.000000 Penalty: 127934.179688
Iteration 127Q: 37 clusters Score -1.576928e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127307 members 
Mstep: Class 2 contains 3860 members 
Mstep: Class 3 contains 11364 members 
Mstep: Class 4 contains 12724 members 
Mstep: Class 5 contains 12358 members 
Mstep: Class 6 contains 305432 members 
Mstep: Class 7 contains 225048 members 
Mstep: Class 8 contains 64580 members 
Mstep: Class 9 contains 25045 members 
Mstep: Class 10 contains 7346 members 
Mstep: Class 11 contains 8402 members 
Mstep: Class 12 contains 73693 members 
Mstep: Class 13 contains 9843 members 
Mstep: Class 14 contains 226186 members 
Mstep: Class 15 contains 13222 members 
Mstep: Class 16 contains 223485 members 
Mstep: Class 17 contains 5933 members 
Mstep: Class 18 contains 10291 members 
Mstep: Class 19 contains 7010 members 
Mstep: Class 20 contains 23498 members 
Mstep: Class 21 contains 6882 members 
Mstep: Class 22 contains 7283 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 18579 members 
Mstep: Class 25 contains 8813 members 
Mstep: Class 26 contains 7312 members 
Mstep: Class 27 contains 3682 members 
Mstep: Class 28 contains 15736 members 
Mstep: Class 29 contains 7697 members 
Mstep: Class 30 contains 19171 members 
Mstep: Class 31 contains 104916 members 
Mstep: Class 32 contains 5864 members 
Mstep: Class 33 contains 51307 members 
Mstep: Class 34 contains 2929 members 
Mstep: Class 35 contains 4390 members 
Mstep: Class 36 contains 4887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157692784.000000 Penalty: 127934.179688
Iteration 128Q: 37 clusters Score -1.576928e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127308 members 
Mstep: Class 2 contains 3856 members 
Mstep: Class 3 contains 11353 members 
Mstep: Class 4 contains 12726 members 
Mstep: Class 5 contains 12349 members 
Mstep: Class 6 contains 305459 members 
Mstep: Class 7 contains 225063 members 
Mstep: Class 8 contains 64560 members 
Mstep: Class 9 contains 25084 members 
Mstep: Class 10 contains 7311 members 
Mstep: Class 11 contains 8400 members 
Mstep: Class 12 contains 73701 members 
Mstep: Class 13 contains 9843 members 
Mstep: Class 14 contains 226204 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 223481 members 
Mstep: Class 17 contains 5929 members 
Mstep: Class 18 contains 10303 members 
Mstep: Class 19 contains 7053 members 
Mstep: Class 20 contains 23491 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 22 contains 7281 members 
Mstep: Class 23 contains 5990 members 
Mstep: Class 24 contains 18578 members 
Mstep: Class 25 contains 8811 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 15738 members 
Mstep: Class 29 contains 7660 members 
Mstep: Class 30 contains 19163 members 
Mstep: Class 31 contains 104905 members 
Mstep: Class 32 contains 5862 members 
Mstep: Class 33 contains 51217 members 
Mstep: Class 34 contains 2936 members 
Mstep: Class 35 contains 4389 members 
Mstep: Class 36 contains 4886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157692992.000000 Penalty: 127934.179688
Iteration 129Q: 37 clusters Score -1.57693e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127303 members 
Mstep: Class 2 contains 3857 members 
Mstep: Class 3 contains 11348 members 
Mstep: Class 4 contains 12731 members 
Mstep: Class 5 contains 12346 members 
Mstep: Class 6 contains 305464 members 
Mstep: Class 7 contains 225082 members 
Mstep: Class 8 contains 64538 members 
Mstep: Class 9 contains 25130 members 
Mstep: Class 10 contains 7283 members 
Mstep: Class 11 contains 8398 members 
Mstep: Class 12 contains 73711 members 
Mstep: Class 13 contains 9841 members 
Mstep: Class 14 contains 226228 members 
Mstep: Class 15 contains 13225 members 
Mstep: Class 16 contains 223481 members 
Mstep: Class 17 contains 5931 members 
Mstep: Class 18 contains 10304 members 
Mstep: Class 19 contains 7113 members 
Mstep: Class 20 contains 23486 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 22 contains 7282 members 
Mstep: Class 23 contains 6043 members 
Mstep: Class 24 contains 18576 members 
Mstep: Class 25 contains 8807 members 
Mstep: Class 26 contains 7310 members 
Mstep: Class 27 contains 3703 members 
Mstep: Class 28 contains 15739 members 
Mstep: Class 29 contains 7624 members 
Mstep: Class 30 contains 19161 members 
Mstep: Class 31 contains 104886 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 51123 members 
Mstep: Class 34 contains 2940 members 
Mstep: Class 35 contains 4387 members 
Mstep: Class 36 contains 4884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693136.000000 Penalty: 127934.179688
Iteration 130Q: 37 clusters Score -1.576931e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127300 members 
Mstep: Class 2 contains 3852 members 
Mstep: Class 3 contains 11346 members 
Mstep: Class 4 contains 12729 members 
Mstep: Class 5 contains 12348 members 
Mstep: Class 6 contains 305467 members 
Mstep: Class 7 contains 225093 members 
Mstep: Class 8 contains 64532 members 
Mstep: Class 9 contains 25182 members 
Mstep: Class 10 contains 7256 members 
Mstep: Class 11 contains 8396 members 
Mstep: Class 12 contains 73727 members 
Mstep: Class 13 contains 9841 members 
Mstep: Class 14 contains 226250 members 
Mstep: Class 15 contains 13231 members 
Mstep: Class 16 contains 223463 members 
Mstep: Class 17 contains 5931 members 
Mstep: Class 18 contains 10302 members 
Mstep: Class 19 contains 7159 members 
Mstep: Class 20 contains 23485 members 
Mstep: Class 21 contains 6890 members 
Mstep: Class 22 contains 7281 members 
Mstep: Class 23 contains 6086 members 
Mstep: Class 24 contains 18571 members 
Mstep: Class 25 contains 8804 members 
Mstep: Class 26 contains 7306 members 
Mstep: Class 27 contains 3715 members 
Mstep: Class 28 contains 15740 members 
Mstep: Class 29 contains 7598 members 
Mstep: Class 30 contains 19157 members 
Mstep: Class 31 contains 104869 members 
Mstep: Class 32 contains 5852 members 
Mstep: Class 33 contains 51033 members 
Mstep: Class 34 contains 2951 members 
Mstep: Class 35 contains 4385 members 
Mstep: Class 36 contains 4880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693152.000000 Penalty: 127934.179688
Iteration 131Q: 37 clusters Score -1.576932e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127301 members 
Mstep: Class 2 contains 3837 members 
Mstep: Class 3 contains 11342 members 
Mstep: Class 4 contains 12730 members 
Mstep: Class 5 contains 12359 members 
Mstep: Class 6 contains 305478 members 
Mstep: Class 7 contains 225107 members 
Mstep: Class 8 contains 64525 members 
Mstep: Class 9 contains 25238 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 8395 members 
Mstep: Class 12 contains 73741 members 
Mstep: Class 13 contains 9841 members 
Mstep: Class 14 contains 226277 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 223458 members 
Mstep: Class 17 contains 5932 members 
Mstep: Class 18 contains 10315 members 
Mstep: Class 19 contains 7192 members 
Mstep: Class 20 contains 23486 members 
Mstep: Class 21 contains 6892 members 
Mstep: Class 22 contains 7277 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 18566 members 
Mstep: Class 25 contains 8796 members 
Mstep: Class 26 contains 7304 members 
Mstep: Class 27 contains 3727 members 
Mstep: Class 28 contains 15738 members 
Mstep: Class 29 contains 7574 members 
Mstep: Class 30 contains 19150 members 
Mstep: Class 31 contains 104850 members 
Mstep: Class 32 contains 5848 members 
Mstep: Class 33 contains 50925 members 
Mstep: Class 34 contains 2962 members 
Mstep: Class 35 contains 4384 members 
Mstep: Class 36 contains 4880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693376.000000 Penalty: 127934.179688
Iteration 132Q: 37 clusters Score -1.576934e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127303 members 
Mstep: Class 2 contains 3826 members 
Mstep: Class 3 contains 11338 members 
Mstep: Class 4 contains 12723 members 
Mstep: Class 5 contains 12371 members 
Mstep: Class 6 contains 305485 members 
Mstep: Class 7 contains 225111 members 
Mstep: Class 8 contains 64515 members 
Mstep: Class 9 contains 25304 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 11 contains 8394 members 
Mstep: Class 12 contains 73751 members 
Mstep: Class 13 contains 9838 members 
Mstep: Class 14 contains 226308 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 223452 members 
Mstep: Class 17 contains 5931 members 
Mstep: Class 18 contains 10313 members 
Mstep: Class 19 contains 7214 members 
Mstep: Class 20 contains 23484 members 
Mstep: Class 21 contains 6893 members 
Mstep: Class 22 contains 7274 members 
Mstep: Class 23 contains 6155 members 
Mstep: Class 24 contains 18567 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 3738 members 
Mstep: Class 28 contains 15739 members 
Mstep: Class 29 contains 7551 members 
Mstep: Class 30 contains 19146 members 
Mstep: Class 31 contains 104823 members 
Mstep: Class 32 contains 5849 members 
Mstep: Class 33 contains 50837 members 
Mstep: Class 34 contains 2967 members 
Mstep: Class 35 contains 4383 members 
Mstep: Class 36 contains 4880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693504.000000 Penalty: 127934.179688
Iteration 133Q: 37 clusters Score -1.576935e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127306 members 
Mstep: Class 2 contains 3817 members 
Mstep: Class 3 contains 11332 members 
Mstep: Class 4 contains 12714 members 
Mstep: Class 5 contains 12380 members 
Mstep: Class 6 contains 305495 members 
Mstep: Class 7 contains 225116 members 
Mstep: Class 8 contains 64507 members 
Mstep: Class 9 contains 25369 members 
Mstep: Class 10 contains 7189 members 
Mstep: Class 11 contains 8393 members 
Mstep: Class 12 contains 73763 members 
Mstep: Class 13 contains 9834 members 
Mstep: Class 14 contains 226356 members 
Mstep: Class 15 contains 13246 members 
Mstep: Class 16 contains 223442 members 
Mstep: Class 17 contains 5930 members 
Mstep: Class 18 contains 10311 members 
Mstep: Class 19 contains 7236 members 
Mstep: Class 20 contains 23487 members 
Mstep: Class 21 contains 6893 members 
Mstep: Class 22 contains 7273 members 
Mstep: Class 23 contains 6179 members 
Mstep: Class 24 contains 18565 members 
Mstep: Class 25 contains 8784 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 3752 members 
Mstep: Class 28 contains 15734 members 
Mstep: Class 29 contains 7534 members 
Mstep: Class 30 contains 19140 members 
Mstep: Class 31 contains 104781 members 
Mstep: Class 32 contains 5847 members 
Mstep: Class 33 contains 50751 members 
Mstep: Class 34 contains 2976 members 
Mstep: Class 35 contains 4385 members 
Mstep: Class 36 contains 4883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693472.000000 Penalty: 127934.179688
Iteration 134Q: 37 clusters Score -1.576935e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127302 members 
Mstep: Class 2 contains 3802 members 
Mstep: Class 3 contains 11332 members 
Mstep: Class 4 contains 12704 members 
Mstep: Class 5 contains 12382 members 
Mstep: Class 6 contains 305493 members 
Mstep: Class 7 contains 225145 members 
Mstep: Class 8 contains 64502 members 
Mstep: Class 9 contains 25436 members 
Mstep: Class 10 contains 7172 members 
Mstep: Class 11 contains 8390 members 
Mstep: Class 12 contains 73776 members 
Mstep: Class 13 contains 9835 members 
Mstep: Class 14 contains 226419 members 
Mstep: Class 15 contains 13254 members 
Mstep: Class 16 contains 223436 members 
Mstep: Class 17 contains 5930 members 
Mstep: Class 18 contains 10315 members 
Mstep: Class 19 contains 7260 members 
Mstep: Class 20 contains 23482 members 
Mstep: Class 21 contains 6895 members 
Mstep: Class 22 contains 7272 members 
Mstep: Class 23 contains 6208 members 
Mstep: Class 24 contains 18561 members 
Mstep: Class 25 contains 8784 members 
Mstep: Class 26 contains 7309 members 
Mstep: Class 27 contains 3767 members 
Mstep: Class 28 contains 15732 members 
Mstep: Class 29 contains 7515 members 
Mstep: Class 30 contains 19133 members 
Mstep: Class 31 contains 104731 members 
Mstep: Class 32 contains 5848 members 
Mstep: Class 33 contains 50633 members 
Mstep: Class 34 contains 2981 members 
Mstep: Class 35 contains 4387 members 
Mstep: Class 36 contains 4885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693232.000000 Penalty: 127934.179688
Iteration 135Q: 37 clusters Score -1.576932e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127301 members 
Mstep: Class 2 contains 3785 members 
Mstep: Class 3 contains 11332 members 
Mstep: Class 4 contains 12694 members 
Mstep: Class 5 contains 12373 members 
Mstep: Class 6 contains 305492 members 
Mstep: Class 7 contains 225176 members 
Mstep: Class 8 contains 64496 members 
Mstep: Class 9 contains 25503 members 
Mstep: Class 10 contains 7156 members 
Mstep: Class 11 contains 8387 members 
Mstep: Class 12 contains 73784 members 
Mstep: Class 13 contains 9834 members 
Mstep: Class 14 contains 226480 members 
Mstep: Class 15 contains 13261 members 
Mstep: Class 16 contains 223421 members 
Mstep: Class 17 contains 5930 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 7271 members 
Mstep: Class 20 contains 23484 members 
Mstep: Class 21 contains 6898 members 
Mstep: Class 22 contains 7268 members 
Mstep: Class 23 contains 6247 members 
Mstep: Class 24 contains 18558 members 
Mstep: Class 25 contains 8784 members 
Mstep: Class 26 contains 7309 members 
Mstep: Class 27 contains 3780 members 
Mstep: Class 28 contains 15728 members 
Mstep: Class 29 contains 7501 members 
Mstep: Class 30 contains 19128 members 
Mstep: Class 31 contains 104682 members 
Mstep: Class 32 contains 5855 members 
Mstep: Class 33 contains 50524 members 
Mstep: Class 34 contains 2986 members 
Mstep: Class 35 contains 4390 members 
Mstep: Class 36 contains 4889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157692944.000000 Penalty: 127934.179688
Iteration 136Q: 37 clusters Score -1.576929e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127301 members 
Mstep: Class 2 contains 3772 members 
Mstep: Class 3 contains 11334 members 
Mstep: Class 4 contains 12682 members 
Mstep: Class 5 contains 12372 members 
Mstep: Class 6 contains 305488 members 
Mstep: Class 7 contains 225195 members 
Mstep: Class 8 contains 64492 members 
Mstep: Class 9 contains 25574 members 
Mstep: Class 10 contains 7135 members 
Mstep: Class 11 contains 8385 members 
Mstep: Class 12 contains 73795 members 
Mstep: Class 13 contains 9831 members 
Mstep: Class 14 contains 226536 members 
Mstep: Class 15 contains 13269 members 
Mstep: Class 16 contains 223408 members 
Mstep: Class 17 contains 5932 members 
Mstep: Class 18 contains 10324 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 23483 members 
Mstep: Class 21 contains 6899 members 
Mstep: Class 22 contains 7266 members 
Mstep: Class 23 contains 6289 members 
Mstep: Class 24 contains 18558 members 
Mstep: Class 25 contains 8780 members 
Mstep: Class 26 contains 7310 members 
Mstep: Class 27 contains 3789 members 
Mstep: Class 28 contains 15732 members 
Mstep: Class 29 contains 7484 members 
Mstep: Class 30 contains 19123 members 
Mstep: Class 31 contains 104635 members 
Mstep: Class 32 contains 5861 members 
Mstep: Class 33 contains 50418 members 
Mstep: Class 34 contains 2989 members 
Mstep: Class 35 contains 4390 members 
Mstep: Class 36 contains 4890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693072.000000 Penalty: 127934.179688
Iteration 137Q: 37 clusters Score -1.576931e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127291 members 
Mstep: Class 2 contains 3765 members 
Mstep: Class 3 contains 11331 members 
Mstep: Class 4 contains 12672 members 
Mstep: Class 5 contains 12372 members 
Mstep: Class 6 contains 305485 members 
Mstep: Class 7 contains 225210 members 
Mstep: Class 8 contains 64490 members 
Mstep: Class 9 contains 25684 members 
Mstep: Class 10 contains 7106 members 
Mstep: Class 11 contains 8382 members 
Mstep: Class 12 contains 73801 members 
Mstep: Class 13 contains 9826 members 
Mstep: Class 14 contains 226605 members 
Mstep: Class 15 contains 13273 members 
Mstep: Class 16 contains 223392 members 
Mstep: Class 17 contains 5934 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 7301 members 
Mstep: Class 20 contains 23491 members 
Mstep: Class 21 contains 6900 members 
Mstep: Class 22 contains 7266 members 
Mstep: Class 23 contains 6320 members 
Mstep: Class 24 contains 18553 members 
Mstep: Class 25 contains 8773 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 3798 members 
Mstep: Class 28 contains 15727 members 
Mstep: Class 29 contains 7462 members 
Mstep: Class 30 contains 19122 members 
Mstep: Class 31 contains 104574 members 
Mstep: Class 32 contains 5860 members 
Mstep: Class 33 contains 50331 members 
Mstep: Class 34 contains 2989 members 
Mstep: Class 35 contains 4391 members 
Mstep: Class 36 contains 4891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157692960.000000 Penalty: 127934.179688
Iteration 138Q: 37 clusters Score -1.57693e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127281 members 
Mstep: Class 2 contains 3761 members 
Mstep: Class 3 contains 11331 members 
Mstep: Class 4 contains 12666 members 
Mstep: Class 5 contains 12369 members 
Mstep: Class 6 contains 305483 members 
Mstep: Class 7 contains 225232 members 
Mstep: Class 8 contains 64481 members 
Mstep: Class 9 contains 25781 members 
Mstep: Class 10 contains 7082 members 
Mstep: Class 11 contains 8374 members 
Mstep: Class 12 contains 73817 members 
Mstep: Class 13 contains 9820 members 
Mstep: Class 14 contains 226689 members 
Mstep: Class 15 contains 13279 members 
Mstep: Class 16 contains 223370 members 
Mstep: Class 17 contains 5936 members 
Mstep: Class 18 contains 10334 members 
Mstep: Class 19 contains 7312 members 
Mstep: Class 20 contains 23500 members 
Mstep: Class 21 contains 6902 members 
Mstep: Class 22 contains 7265 members 
Mstep: Class 23 contains 6347 members 
Mstep: Class 24 contains 18548 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 3802 members 
Mstep: Class 28 contains 15722 members 
Mstep: Class 29 contains 7441 members 
Mstep: Class 30 contains 19120 members 
Mstep: Class 31 contains 104504 members 
Mstep: Class 32 contains 5865 members 
Mstep: Class 33 contains 50246 members 
Mstep: Class 34 contains 2987 members 
Mstep: Class 35 contains 4393 members 
Mstep: Class 36 contains 4895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157692848.000000 Penalty: 127934.179688
Iteration 139Q: 37 clusters Score -1.576928e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127277 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 11330 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 12361 members 
Mstep: Class 6 contains 305479 members 
Mstep: Class 7 contains 225253 members 
Mstep: Class 8 contains 64465 members 
Mstep: Class 9 contains 25870 members 
Mstep: Class 10 contains 7057 members 
Mstep: Class 11 contains 8365 members 
Mstep: Class 12 contains 73840 members 
Mstep: Class 13 contains 9818 members 
Mstep: Class 14 contains 226771 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 223350 members 
Mstep: Class 17 contains 5936 members 
Mstep: Class 18 contains 10337 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 23506 members 
Mstep: Class 21 contains 6901 members 
Mstep: Class 22 contains 7267 members 
Mstep: Class 23 contains 6379 members 
Mstep: Class 24 contains 18548 members 
Mstep: Class 25 contains 8763 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 3806 members 
Mstep: Class 28 contains 15721 members 
Mstep: Class 29 contains 7413 members 
Mstep: Class 30 contains 19118 members 
Mstep: Class 31 contains 104450 members 
Mstep: Class 32 contains 5869 members 
Mstep: Class 33 contains 50138 members 
Mstep: Class 34 contains 2989 members 
Mstep: Class 35 contains 4396 members 
Mstep: Class 36 contains 4899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693200.000000 Penalty: 127934.179688
Iteration 140F: 37 clusters Score -1.576932e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127279 members 
Mstep: Class 2 contains 3756 members 
Mstep: Class 3 contains 11328 members 
Mstep: Class 4 contains 12647 members 
Mstep: Class 5 contains 12357 members 
Mstep: Class 6 contains 305444 members 
Mstep: Class 7 contains 225288 members 
Mstep: Class 8 contains 64455 members 
Mstep: Class 9 contains 25961 members 
Mstep: Class 10 contains 7036 members 
Mstep: Class 11 contains 8358 members 
Mstep: Class 12 contains 73864 members 
Mstep: Class 13 contains 9816 members 
Mstep: Class 14 contains 226854 members 
Mstep: Class 15 contains 13284 members 
Mstep: Class 16 contains 223330 members 
Mstep: Class 17 contains 5936 members 
Mstep: Class 18 contains 10332 members 
Mstep: Class 19 contains 7405 members 
Mstep: Class 20 contains 23508 members 
Mstep: Class 21 contains 6903 members 
Mstep: Class 22 contains 7267 members 
Mstep: Class 23 contains 6422 members 
Mstep: Class 24 contains 18546 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 7309 members 
Mstep: Class 27 contains 3809 members 
Mstep: Class 28 contains 15721 members 
Mstep: Class 29 contains 7385 members 
Mstep: Class 30 contains 19112 members 
Mstep: Class 31 contains 104382 members 
Mstep: Class 32 contains 5872 members 
Mstep: Class 33 contains 49994 members 
Mstep: Class 34 contains 2991 members 
Mstep: Class 35 contains 4398 members 
Mstep: Class 36 contains 4902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693536.000000 Penalty: 127934.179688
Iteration 141Q: 37 clusters Score -1.576935e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127273 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 11323 members 
Mstep: Class 4 contains 12637 members 
Mstep: Class 5 contains 12352 members 
Mstep: Class 6 contains 305426 members 
Mstep: Class 7 contains 225338 members 
Mstep: Class 8 contains 64447 members 
Mstep: Class 9 contains 26078 members 
Mstep: Class 10 contains 7010 members 
Mstep: Class 11 contains 8350 members 
Mstep: Class 12 contains 73877 members 
Mstep: Class 13 contains 9812 members 
Mstep: Class 14 contains 226936 members 
Mstep: Class 15 contains 13287 members 
Mstep: Class 16 contains 223293 members 
Mstep: Class 17 contains 5935 members 
Mstep: Class 18 contains 10332 members 
Mstep: Class 19 contains 7468 members 
Mstep: Class 20 contains 23511 members 
Mstep: Class 21 contains 6908 members 
Mstep: Class 22 contains 7267 members 
Mstep: Class 23 contains 6444 members 
Mstep: Class 24 contains 18545 members 
Mstep: Class 25 contains 8752 members 
Mstep: Class 26 contains 7309 members 
Mstep: Class 27 contains 3812 members 
Mstep: Class 28 contains 15724 members 
Mstep: Class 29 contains 7367 members 
Mstep: Class 30 contains 19106 members 
Mstep: Class 31 contains 104312 members 
Mstep: Class 32 contains 5874 members 
Mstep: Class 33 contains 49842 members 
Mstep: Class 34 contains 2998 members 
Mstep: Class 35 contains 4402 members 
Mstep: Class 36 contains 4904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693664.000000 Penalty: 127934.179688
Iteration 142Q: 37 clusters Score -1.576937e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127264 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 11321 members 
Mstep: Class 4 contains 12625 members 
Mstep: Class 5 contains 12346 members 
Mstep: Class 6 contains 305404 members 
Mstep: Class 7 contains 225382 members 
Mstep: Class 8 contains 64453 members 
Mstep: Class 9 contains 26211 members 
Mstep: Class 10 contains 6979 members 
Mstep: Class 11 contains 8347 members 
Mstep: Class 12 contains 73898 members 
Mstep: Class 13 contains 9808 members 
Mstep: Class 14 contains 227023 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 223266 members 
Mstep: Class 17 contains 5933 members 
Mstep: Class 18 contains 10335 members 
Mstep: Class 19 contains 7514 members 
Mstep: Class 20 contains 23511 members 
Mstep: Class 21 contains 6916 members 
Mstep: Class 22 contains 7274 members 
Mstep: Class 23 contains 6463 members 
Mstep: Class 24 contains 18546 members 
Mstep: Class 25 contains 8745 members 
Mstep: Class 26 contains 7310 members 
Mstep: Class 27 contains 3813 members 
Mstep: Class 28 contains 15723 members 
Mstep: Class 29 contains 7342 members 
Mstep: Class 30 contains 19102 members 
Mstep: Class 31 contains 104247 members 
Mstep: Class 32 contains 5882 members 
Mstep: Class 33 contains 49680 members 
Mstep: Class 34 contains 2999 members 
Mstep: Class 35 contains 4402 members 
Mstep: Class 36 contains 4904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693872.000000 Penalty: 127934.179688
Iteration 143Q: 37 clusters Score -1.576939e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127251 members 
Mstep: Class 2 contains 3753 members 
Mstep: Class 3 contains 11316 members 
Mstep: Class 4 contains 12626 members 
Mstep: Class 5 contains 12347 members 
Mstep: Class 6 contains 305394 members 
Mstep: Class 7 contains 225418 members 
Mstep: Class 8 contains 64448 members 
Mstep: Class 9 contains 26359 members 
Mstep: Class 10 contains 6968 members 
Mstep: Class 11 contains 8345 members 
Mstep: Class 12 contains 73924 members 
Mstep: Class 13 contains 9804 members 
Mstep: Class 14 contains 227096 members 
Mstep: Class 15 contains 13289 members 
Mstep: Class 16 contains 223236 members 
Mstep: Class 17 contains 5940 members 
Mstep: Class 18 contains 10332 members 
Mstep: Class 19 contains 7551 members 
Mstep: Class 20 contains 23509 members 
Mstep: Class 21 contains 6922 members 
Mstep: Class 22 contains 7270 members 
Mstep: Class 23 contains 6476 members 
Mstep: Class 24 contains 18547 members 
Mstep: Class 25 contains 8742 members 
Mstep: Class 26 contains 7310 members 
Mstep: Class 27 contains 3818 members 
Mstep: Class 28 contains 15718 members 
Mstep: Class 29 contains 7313 members 
Mstep: Class 30 contains 19098 members 
Mstep: Class 31 contains 104154 members 
Mstep: Class 32 contains 5886 members 
Mstep: Class 33 contains 49531 members 
Mstep: Class 34 contains 3011 members 
Mstep: Class 35 contains 4402 members 
Mstep: Class 36 contains 4904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693984.000000 Penalty: 127934.179688
Iteration 144Q: 37 clusters Score -1.57694e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127237 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 11299 members 
Mstep: Class 4 contains 12619 members 
Mstep: Class 5 contains 12346 members 
Mstep: Class 6 contains 305388 members 
Mstep: Class 7 contains 225453 members 
Mstep: Class 8 contains 64447 members 
Mstep: Class 9 contains 26516 members 
Mstep: Class 10 contains 6954 members 
Mstep: Class 11 contains 8343 members 
Mstep: Class 12 contains 73941 members 
Mstep: Class 13 contains 9804 members 
Mstep: Class 14 contains 227170 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 223203 members 
Mstep: Class 17 contains 5940 members 
Mstep: Class 18 contains 10328 members 
Mstep: Class 19 contains 7581 members 
Mstep: Class 20 contains 23509 members 
Mstep: Class 21 contains 6931 members 
Mstep: Class 22 contains 7273 members 
Mstep: Class 23 contains 6485 members 
Mstep: Class 24 contains 18548 members 
Mstep: Class 25 contains 8741 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 3825 members 
Mstep: Class 28 contains 15721 members 
Mstep: Class 29 contains 7284 members 
Mstep: Class 30 contains 19099 members 
Mstep: Class 31 contains 104058 members 
Mstep: Class 32 contains 5891 members 
Mstep: Class 33 contains 49391 members 
Mstep: Class 34 contains 3016 members 
Mstep: Class 35 contains 4402 members 
Mstep: Class 36 contains 4905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693968.000000 Penalty: 127934.179688
Iteration 145Q: 37 clusters Score -1.57694e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127224 members 
Mstep: Class 2 contains 3756 members 
Mstep: Class 3 contains 11287 members 
Mstep: Class 4 contains 12605 members 
Mstep: Class 5 contains 12342 members 
Mstep: Class 6 contains 305385 members 
Mstep: Class 7 contains 225501 members 
Mstep: Class 8 contains 64446 members 
Mstep: Class 9 contains 26671 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 8340 members 
Mstep: Class 12 contains 73955 members 
Mstep: Class 13 contains 9803 members 
Mstep: Class 14 contains 227238 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 223172 members 
Mstep: Class 17 contains 5945 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 7615 members 
Mstep: Class 20 contains 23509 members 
Mstep: Class 21 contains 6936 members 
Mstep: Class 22 contains 7280 members 
Mstep: Class 23 contains 6480 members 
Mstep: Class 24 contains 18548 members 
Mstep: Class 25 contains 8738 members 
Mstep: Class 26 contains 7314 members 
Mstep: Class 27 contains 3828 members 
Mstep: Class 28 contains 15718 members 
Mstep: Class 29 contains 7254 members 
Mstep: Class 30 contains 19097 members 
Mstep: Class 31 contains 103972 members 
Mstep: Class 32 contains 5897 members 
Mstep: Class 33 contains 49265 members 
Mstep: Class 34 contains 3020 members 
Mstep: Class 35 contains 4400 members 
Mstep: Class 36 contains 4905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694304.000000 Penalty: 127934.179688
Iteration 146Q: 37 clusters Score -1.576943e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127207 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 11277 members 
Mstep: Class 4 contains 12607 members 
Mstep: Class 5 contains 12341 members 
Mstep: Class 6 contains 305389 members 
Mstep: Class 7 contains 225546 members 
Mstep: Class 8 contains 64445 members 
Mstep: Class 9 contains 26831 members 
Mstep: Class 10 contains 6919 members 
Mstep: Class 11 contains 8334 members 
Mstep: Class 12 contains 73979 members 
Mstep: Class 13 contains 9798 members 
Mstep: Class 14 contains 227314 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 223138 members 
Mstep: Class 17 contains 5944 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 7632 members 
Mstep: Class 20 contains 23508 members 
Mstep: Class 21 contains 6943 members 
Mstep: Class 22 contains 7277 members 
Mstep: Class 23 contains 6492 members 
Mstep: Class 24 contains 18550 members 
Mstep: Class 25 contains 8730 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 3836 members 
Mstep: Class 28 contains 15714 members 
Mstep: Class 29 contains 7224 members 
Mstep: Class 30 contains 19103 members 
Mstep: Class 31 contains 103871 members 
Mstep: Class 32 contains 5901 members 
Mstep: Class 33 contains 49132 members 
Mstep: Class 34 contains 3027 members 
Mstep: Class 35 contains 4397 members 
Mstep: Class 36 contains 4904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694368.000000 Penalty: 127934.179688
Iteration 147Q: 37 clusters Score -1.576944e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127191 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 11271 members 
Mstep: Class 4 contains 12605 members 
Mstep: Class 5 contains 12337 members 
Mstep: Class 6 contains 305388 members 
Mstep: Class 7 contains 225605 members 
Mstep: Class 8 contains 64445 members 
Mstep: Class 9 contains 26968 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 8328 members 
Mstep: Class 12 contains 73995 members 
Mstep: Class 13 contains 9797 members 
Mstep: Class 14 contains 227417 members 
Mstep: Class 15 contains 13293 members 
Mstep: Class 16 contains 223097 members 
Mstep: Class 17 contains 5941 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 7651 members 
Mstep: Class 20 contains 23509 members 
Mstep: Class 21 contains 6946 members 
Mstep: Class 22 contains 7278 members 
Mstep: Class 23 contains 6503 members 
Mstep: Class 24 contains 18550 members 
Mstep: Class 25 contains 8730 members 
Mstep: Class 26 contains 7318 members 
Mstep: Class 27 contains 3840 members 
Mstep: Class 28 contains 15711 members 
Mstep: Class 29 contains 7206 members 
Mstep: Class 30 contains 19101 members 
Mstep: Class 31 contains 103764 members 
Mstep: Class 32 contains 5906 members 
Mstep: Class 33 contains 49004 members 
Mstep: Class 34 contains 3033 members 
Mstep: Class 35 contains 4395 members 
Mstep: Class 36 contains 4903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694752.000000 Penalty: 127934.179688
Iteration 148Q: 37 clusters Score -1.576948e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127177 members 
Mstep: Class 2 contains 3762 members 
Mstep: Class 3 contains 11269 members 
Mstep: Class 4 contains 12600 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 305392 members 
Mstep: Class 7 contains 225639 members 
Mstep: Class 8 contains 64446 members 
Mstep: Class 9 contains 27113 members 
Mstep: Class 10 contains 6881 members 
Mstep: Class 11 contains 8327 members 
Mstep: Class 12 contains 74018 members 
Mstep: Class 13 contains 9797 members 
Mstep: Class 14 contains 227517 members 
Mstep: Class 15 contains 13296 members 
Mstep: Class 16 contains 223044 members 
Mstep: Class 17 contains 5928 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 7662 members 
Mstep: Class 20 contains 23508 members 
Mstep: Class 21 contains 6947 members 
Mstep: Class 22 contains 7280 members 
Mstep: Class 23 contains 6513 members 
Mstep: Class 24 contains 18549 members 
Mstep: Class 25 contains 8729 members 
Mstep: Class 26 contains 7318 members 
Mstep: Class 27 contains 3845 members 
Mstep: Class 28 contains 15705 members 
Mstep: Class 29 contains 7171 members 
Mstep: Class 30 contains 19102 members 
Mstep: Class 31 contains 103656 members 
Mstep: Class 32 contains 5910 members 
Mstep: Class 33 contains 48911 members 
Mstep: Class 34 contains 3041 members 
Mstep: Class 35 contains 4393 members 
Mstep: Class 36 contains 4905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694848.000000 Penalty: 127934.179688
Iteration 149Q: 37 clusters Score -1.576948e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127167 members 
Mstep: Class 2 contains 3761 members 
Mstep: Class 3 contains 11262 members 
Mstep: Class 4 contains 12591 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 305399 members 
Mstep: Class 7 contains 225671 members 
Mstep: Class 8 contains 64447 members 
Mstep: Class 9 contains 27264 members 
Mstep: Class 10 contains 6867 members 
Mstep: Class 11 contains 8324 members 
Mstep: Class 12 contains 74032 members 
Mstep: Class 13 contains 9799 members 
Mstep: Class 14 contains 227597 members 
Mstep: Class 15 contains 13298 members 
Mstep: Class 16 contains 222990 members 
Mstep: Class 17 contains 5921 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 7680 members 
Mstep: Class 20 contains 23505 members 
Mstep: Class 21 contains 6951 members 
Mstep: Class 22 contains 7276 members 
Mstep: Class 23 contains 6518 members 
Mstep: Class 24 contains 18549 members 
Mstep: Class 25 contains 8730 members 
Mstep: Class 26 contains 7315 members 
Mstep: Class 27 contains 3852 members 
Mstep: Class 28 contains 15703 members 
Mstep: Class 29 contains 7156 members 
Mstep: Class 30 contains 19107 members 
Mstep: Class 31 contains 103551 members 
Mstep: Class 32 contains 5919 members 
Mstep: Class 33 contains 48810 members 
Mstep: Class 34 contains 3043 members 
Mstep: Class 35 contains 4392 members 
Mstep: Class 36 contains 4903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695008.000000 Penalty: 127934.179688
Iteration 150Q: 37 clusters Score -1.57695e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127159 members 
Mstep: Class 2 contains 3760 members 
Mstep: Class 3 contains 11264 members 
Mstep: Class 4 contains 12575 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 305394 members 
Mstep: Class 7 contains 225706 members 
Mstep: Class 8 contains 64446 members 
Mstep: Class 9 contains 27424 members 
Mstep: Class 10 contains 6868 members 
Mstep: Class 11 contains 8318 members 
Mstep: Class 12 contains 74053 members 
Mstep: Class 13 contains 9802 members 
Mstep: Class 14 contains 227650 members 
Mstep: Class 15 contains 13306 members 
Mstep: Class 16 contains 222940 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10324 members 
Mstep: Class 19 contains 7693 members 
Mstep: Class 20 contains 23505 members 
Mstep: Class 21 contains 6951 members 
Mstep: Class 22 contains 7274 members 
Mstep: Class 23 contains 6517 members 
Mstep: Class 24 contains 18548 members 
Mstep: Class 25 contains 8727 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 3859 members 
Mstep: Class 28 contains 15702 members 
Mstep: Class 29 contains 7142 members 
Mstep: Class 30 contains 19111 members 
Mstep: Class 31 contains 103470 members 
Mstep: Class 32 contains 5929 members 
Mstep: Class 33 contains 48692 members 
Mstep: Class 34 contains 3044 members 
Mstep: Class 35 contains 4392 members 
Mstep: Class 36 contains 4903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694800.000000 Penalty: 127934.179688
Iteration 151Q: 37 clusters Score -1.576948e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127148 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 11262 members 
Mstep: Class 4 contains 12556 members 
Mstep: Class 5 contains 12330 members 
Mstep: Class 6 contains 305389 members 
Mstep: Class 7 contains 225732 members 
Mstep: Class 8 contains 64446 members 
Mstep: Class 9 contains 27564 members 
Mstep: Class 10 contains 6864 members 
Mstep: Class 11 contains 8313 members 
Mstep: Class 12 contains 74068 members 
Mstep: Class 13 contains 9803 members 
Mstep: Class 14 contains 227713 members 
Mstep: Class 15 contains 13324 members 
Mstep: Class 16 contains 222900 members 
Mstep: Class 17 contains 5912 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 7703 members 
Mstep: Class 20 contains 23503 members 
Mstep: Class 21 contains 6951 members 
Mstep: Class 22 contains 7275 members 
Mstep: Class 23 contains 6512 members 
Mstep: Class 24 contains 18548 members 
Mstep: Class 25 contains 8729 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 3868 members 
Mstep: Class 28 contains 15699 members 
Mstep: Class 29 contains 7118 members 
Mstep: Class 30 contains 19114 members 
Mstep: Class 31 contains 103391 members 
Mstep: Class 32 contains 5936 members 
Mstep: Class 33 contains 48604 members 
Mstep: Class 34 contains 3048 members 
Mstep: Class 35 contains 4389 members 
Mstep: Class 36 contains 4903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694784.000000 Penalty: 127934.179688
Iteration 152Q: 37 clusters Score -1.576948e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127138 members 
Mstep: Class 2 contains 3756 members 
Mstep: Class 3 contains 11256 members 
Mstep: Class 4 contains 12535 members 
Mstep: Class 5 contains 12331 members 
Mstep: Class 6 contains 305384 members 
Mstep: Class 7 contains 225766 members 
Mstep: Class 8 contains 64450 members 
Mstep: Class 9 contains 27720 members 
Mstep: Class 10 contains 6853 members 
Mstep: Class 11 contains 8308 members 
Mstep: Class 12 contains 74094 members 
Mstep: Class 13 contains 9804 members 
Mstep: Class 14 contains 227767 members 
Mstep: Class 15 contains 13333 members 
Mstep: Class 16 contains 222853 members 
Mstep: Class 17 contains 5914 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 7717 members 
Mstep: Class 20 contains 23508 members 
Mstep: Class 21 contains 6951 members 
Mstep: Class 22 contains 7277 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 18548 members 
Mstep: Class 25 contains 8729 members 
Mstep: Class 26 contains 7310 members 
Mstep: Class 27 contains 3879 members 
Mstep: Class 28 contains 15688 members 
Mstep: Class 29 contains 7101 members 
Mstep: Class 30 contains 19116 members 
Mstep: Class 31 contains 103305 members 
Mstep: Class 32 contains 5944 members 
Mstep: Class 33 contains 48497 members 
Mstep: Class 34 contains 3048 members 
Mstep: Class 35 contains 4389 members 
Mstep: Class 36 contains 4905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694608.000000 Penalty: 127934.179688
Iteration 153Q: 37 clusters Score -1.576946e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127143 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 11254 members 
Mstep: Class 4 contains 12505 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 305372 members 
Mstep: Class 7 contains 225813 members 
Mstep: Class 8 contains 64457 members 
Mstep: Class 9 contains 27842 members 
Mstep: Class 10 contains 6847 members 
Mstep: Class 11 contains 8302 members 
Mstep: Class 12 contains 74110 members 
Mstep: Class 13 contains 9807 members 
Mstep: Class 14 contains 227836 members 
Mstep: Class 15 contains 13343 members 
Mstep: Class 16 contains 222822 members 
Mstep: Class 17 contains 5909 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 7729 members 
Mstep: Class 20 contains 23515 members 
Mstep: Class 21 contains 6951 members 
Mstep: Class 22 contains 7278 members 
Mstep: Class 23 contains 6504 members 
Mstep: Class 24 contains 18551 members 
Mstep: Class 25 contains 8725 members 
Mstep: Class 26 contains 7312 members 
Mstep: Class 27 contains 3890 members 
Mstep: Class 28 contains 15683 members 
Mstep: Class 29 contains 7081 members 
Mstep: Class 30 contains 19115 members 
Mstep: Class 31 contains 103230 members 
Mstep: Class 32 contains 5948 members 
Mstep: Class 33 contains 48377 members 
Mstep: Class 34 contains 3053 members 
Mstep: Class 35 contains 4388 members 
Mstep: Class 36 contains 4905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694608.000000 Penalty: 127934.179688
Iteration 154Q: 37 clusters Score -1.576946e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127134 members 
Mstep: Class 2 contains 3753 members 
Mstep: Class 3 contains 11249 members 
Mstep: Class 4 contains 12487 members 
Mstep: Class 5 contains 12327 members 
Mstep: Class 6 contains 305379 members 
Mstep: Class 7 contains 225838 members 
Mstep: Class 8 contains 64455 members 
Mstep: Class 9 contains 27963 members 
Mstep: Class 10 contains 6852 members 
Mstep: Class 11 contains 8300 members 
Mstep: Class 12 contains 74132 members 
Mstep: Class 13 contains 9805 members 
Mstep: Class 14 contains 227901 members 
Mstep: Class 15 contains 13357 members 
Mstep: Class 16 contains 222786 members 
Mstep: Class 17 contains 5899 members 
Mstep: Class 18 contains 10326 members 
Mstep: Class 19 contains 7731 members 
Mstep: Class 20 contains 23516 members 
Mstep: Class 21 contains 6951 members 
Mstep: Class 22 contains 7286 members 
Mstep: Class 23 contains 6505 members 
Mstep: Class 24 contains 18554 members 
Mstep: Class 25 contains 8724 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 3902 members 
Mstep: Class 28 contains 15683 members 
Mstep: Class 29 contains 7054 members 
Mstep: Class 30 contains 19114 members 
Mstep: Class 31 contains 103147 members 
Mstep: Class 32 contains 5957 members 
Mstep: Class 33 contains 48286 members 
Mstep: Class 34 contains 3054 members 
Mstep: Class 35 contains 4388 members 
Mstep: Class 36 contains 4905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694800.000000 Penalty: 127934.179688
Iteration 155Q: 37 clusters Score -1.576948e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127146 members 
Mstep: Class 2 contains 3751 members 
Mstep: Class 3 contains 11238 members 
Mstep: Class 4 contains 12472 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 305379 members 
Mstep: Class 7 contains 225858 members 
Mstep: Class 8 contains 64454 members 
Mstep: Class 9 contains 28098 members 
Mstep: Class 10 contains 6845 members 
Mstep: Class 11 contains 8300 members 
Mstep: Class 12 contains 74154 members 
Mstep: Class 13 contains 9800 members 
Mstep: Class 14 contains 227944 members 
Mstep: Class 15 contains 13368 members 
Mstep: Class 16 contains 222764 members 
Mstep: Class 17 contains 5897 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 7738 members 
Mstep: Class 20 contains 23520 members 
Mstep: Class 21 contains 6952 members 
Mstep: Class 22 contains 7293 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 18558 members 
Mstep: Class 25 contains 8721 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 3916 members 
Mstep: Class 28 contains 15683 members 
Mstep: Class 29 contains 7023 members 
Mstep: Class 30 contains 19108 members 
Mstep: Class 31 contains 103071 members 
Mstep: Class 32 contains 5959 members 
Mstep: Class 33 contains 48186 members 
Mstep: Class 34 contains 3059 members 
Mstep: Class 35 contains 4387 members 
Mstep: Class 36 contains 4901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694944.000000 Penalty: 127934.179688
Iteration 156Q: 37 clusters Score -1.576949e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127148 members 
Mstep: Class 2 contains 3751 members 
Mstep: Class 3 contains 11228 members 
Mstep: Class 4 contains 12452 members 
Mstep: Class 5 contains 12323 members 
Mstep: Class 6 contains 305375 members 
Mstep: Class 7 contains 225885 members 
Mstep: Class 8 contains 64453 members 
Mstep: Class 9 contains 28251 members 
Mstep: Class 10 contains 6839 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 74178 members 
Mstep: Class 13 contains 9800 members 
Mstep: Class 14 contains 227988 members 
Mstep: Class 15 contains 13374 members 
Mstep: Class 16 contains 222733 members 
Mstep: Class 17 contains 5892 members 
Mstep: Class 18 contains 10326 members 
Mstep: Class 19 contains 7748 members 
Mstep: Class 20 contains 23517 members 
Mstep: Class 21 contains 6955 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 6518 members 
Mstep: Class 24 contains 18560 members 
Mstep: Class 25 contains 8717 members 
Mstep: Class 26 contains 7304 members 
Mstep: Class 27 contains 3927 members 
Mstep: Class 28 contains 15683 members 
Mstep: Class 29 contains 6999 members 
Mstep: Class 30 contains 19102 members 
Mstep: Class 31 contains 103000 members 
Mstep: Class 32 contains 5969 members 
Mstep: Class 33 contains 48063 members 
Mstep: Class 34 contains 3068 members 
Mstep: Class 35 contains 4386 members 
Mstep: Class 36 contains 4900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695232.000000 Penalty: 127934.179688
Iteration 157Q: 37 clusters Score -1.576952e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127151 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 11224 members 
Mstep: Class 4 contains 12436 members 
Mstep: Class 5 contains 12320 members 
Mstep: Class 6 contains 305362 members 
Mstep: Class 7 contains 225915 members 
Mstep: Class 8 contains 64457 members 
Mstep: Class 9 contains 28374 members 
Mstep: Class 10 contains 6840 members 
Mstep: Class 11 contains 8295 members 
Mstep: Class 12 contains 74194 members 
Mstep: Class 13 contains 9798 members 
Mstep: Class 14 contains 228030 members 
Mstep: Class 15 contains 13385 members 
Mstep: Class 16 contains 222700 members 
Mstep: Class 17 contains 5889 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 23514 members 
Mstep: Class 21 contains 6960 members 
Mstep: Class 22 contains 7299 members 
Mstep: Class 23 contains 6524 members 
Mstep: Class 24 contains 18559 members 
Mstep: Class 25 contains 8717 members 
Mstep: Class 26 contains 7302 members 
Mstep: Class 27 contains 3934 members 
Mstep: Class 28 contains 15676 members 
Mstep: Class 29 contains 6975 members 
Mstep: Class 30 contains 19098 members 
Mstep: Class 31 contains 102939 members 
Mstep: Class 32 contains 5976 members 
Mstep: Class 33 contains 47976 members 
Mstep: Class 34 contains 3074 members 
Mstep: Class 35 contains 4386 members 
Mstep: Class 36 contains 4895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695248.000000 Penalty: 127934.179688
Iteration 158Q: 37 clusters Score -1.576952e+08 nChanged 604
Entering ConstructFrom: 
Score: -157695248.000000 Penalty: 127934.179688
Entering ConstructFrom: 
Trying to split cluster 1 (127156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127156 members 
Entering Unmasked Estep 
Score: -12337116.000000 Penalty: 2914.786133
	Iteration 0F: 2 clusters Score -1.233712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -12252015.000000 Penalty: 5829.572266
	Iteration 0F: 3 clusters Score -1.225202e+07 nChanged 60633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -12287671.000000 Penalty: 5829.572266
	Iteration 1F: 3 clusters Score -1.228767e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61767 members 
Mstep: Class 2 contains 65389 members 
Entering Unmasked Estep 
Score: -12288486.000000 Penalty: 5829.572266
	Iteration 2Q: 3 clusters Score -1.228849e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -12289527.000000 Penalty: 5829.572266
	Iteration 3Q: 3 clusters Score -1.228953e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -12290876.000000 Penalty: 5829.572266
	Iteration 4Q: 3 clusters Score -1.229088e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
Score: -12292688.000000 Penalty: 5829.572266
	Iteration 5Q: 3 clusters Score -1.229269e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52447 members 
Mstep: Class 2 contains 74709 members 
Entering Unmasked Estep 
Score: -12295349.000000 Penalty: 5829.572266
	Iteration 6Q: 3 clusters Score -1.229535e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 79535 members 
Entering Unmasked Estep 
Score: -12299385.000000 Penalty: 5829.572266
	Iteration 7F: 3 clusters Score -1.229938e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 85184 members 
Entering Unmasked Estep 
Score: -12304625.000000 Penalty: 5829.572266
	Iteration 8F: 3 clusters Score -1.230462e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 90926 members 
Entering Unmasked Estep 
Score: -12310374.000000 Penalty: 5829.572266
	Iteration 9F: 3 clusters Score -1.231037e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -12315153.000000 Penalty: 5829.572266
	Iteration 10F: 3 clusters Score -1.231515e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 99457 members 
Entering Unmasked Estep 
Score: -12318589.000000 Penalty: 5829.572266
	Iteration 11Q: 3 clusters Score -1.231859e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 102551 members 
Entering Unmasked Estep 
Score: -12320789.000000 Penalty: 5829.572266
	Iteration 12Q: 3 clusters Score -1.232079e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 105325 members 
Entering Unmasked Estep 
Score: -12322293.000000 Penalty: 5829.572266
	Iteration 13Q: 3 clusters Score -1.232229e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 107985 members 
Entering Unmasked Estep 
Score: -12323710.000000 Penalty: 5829.572266
	Iteration 14Q: 3 clusters Score -1.232371e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 110510 members 
Entering Unmasked Estep 
Score: -12324997.000000 Penalty: 5829.572266
	Iteration 15Q: 3 clusters Score -1.2325e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 112891 members 
Entering Unmasked Estep 
Score: -12326229.000000 Penalty: 5829.572266
	Iteration 16Q: 3 clusters Score -1.232623e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 115048 members 
Entering Unmasked Estep 
Score: -12327278.000000 Penalty: 5829.572266
	Iteration 17Q: 3 clusters Score -1.232728e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 117011 members 
Entering Unmasked Estep 
Score: -12328417.000000 Penalty: 5829.572266
	Iteration 18Q: 3 clusters Score -1.232842e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 118768 members 
Entering Unmasked Estep 
Score: -12329451.000000 Penalty: 5829.572266
	Iteration 19Q: 3 clusters Score -1.232945e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 120362 members 
Entering Unmasked Estep 
Score: -12330385.000000 Penalty: 5829.572266
	Iteration 20F: 3 clusters Score -1.233038e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 121732 members 
Entering Unmasked Estep 
Score: -12331378.000000 Penalty: 5829.572266
	Iteration 21Q: 3 clusters Score -1.233138e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 122912 members 
Entering Unmasked Estep 
Score: -12332208.000000 Penalty: 5829.572266
	Iteration 22Q: 3 clusters Score -1.233221e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 123774 members 
Entering Unmasked Estep 
Score: -12332828.000000 Penalty: 5829.572266
	Iteration 23Q: 3 clusters Score -1.233283e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 124443 members 
Entering Unmasked Estep 
Score: -12333286.000000 Penalty: 5829.572266
	Iteration 24Q: 3 clusters Score -1.233329e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 124915 members 
Entering Unmasked Estep 
Score: -12333659.000000 Penalty: 5829.572266
	Iteration 25Q: 3 clusters Score -1.233366e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 125283 members 
Entering Unmasked Estep 
Score: -12333875.000000 Penalty: 5829.572266
	Iteration 26Q: 3 clusters Score -1.233388e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 125575 members 
Entering Unmasked Estep 
Score: -12334098.000000 Penalty: 5829.572266
	Iteration 27Q: 3 clusters Score -1.23341e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 125780 members 
Entering Unmasked Estep 
Score: -12334236.000000 Penalty: 5829.572266
	Iteration 28Q: 3 clusters Score -1.233424e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 125930 members 
Entering Unmasked Estep 
Score: -12334326.000000 Penalty: 5829.572266
	Iteration 29Q: 3 clusters Score -1.233433e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 126017 members 
Entering Unmasked Estep 
Score: -12334381.000000 Penalty: 5829.572266
	Iteration 30Q: 3 clusters Score -1.233438e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 126092 members 
Entering Unmasked Estep 
Score: -12334409.000000 Penalty: 5829.572266
	Iteration 31Q: 3 clusters Score -1.233441e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 126145 members 
Entering Unmasked Estep 
Score: -12334444.000000 Penalty: 5829.572266
	Iteration 32Q: 3 clusters Score -1.233444e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 126198 members 
Entering Unmasked Estep 
Score: -12334447.000000 Penalty: 5829.572266
	Iteration 33Q: 3 clusters Score -1.233445e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 126240 members 
Entering Unmasked Estep 
Score: -12334480.000000 Penalty: 5829.572266
	Iteration 34Q: 3 clusters Score -1.233448e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 126279 members 
Entering Unmasked Estep 
Score: -12334502.000000 Penalty: 5829.572266
	Iteration 35Q: 3 clusters Score -1.23345e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 126311 members 
Entering Unmasked Estep 
Score: -12334527.000000 Penalty: 5829.572266
	Iteration 36Q: 3 clusters Score -1.233453e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 126339 members 
Entering Unmasked Estep 
Score: -12334545.000000 Penalty: 5829.572266
	Iteration 37Q: 3 clusters Score -1.233454e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 126362 members 
Entering Unmasked Estep 
Score: -12334562.000000 Penalty: 5829.572266
	Iteration 38Q: 3 clusters Score -1.233456e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 126391 members 
Entering Unmasked Estep 
Score: -12334571.000000 Penalty: 5829.572266
	Iteration 39Q: 3 clusters Score -1.233457e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 126413 members 
Entering Unmasked Estep 
Score: -12334595.000000 Penalty: 5829.572266
	Iteration 40F: 3 clusters Score -1.23346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 126427 members 
Entering Unmasked Estep 
Score: -12334585.000000 Penalty: 5829.572266
	Iteration 41Q: 3 clusters Score -1.233458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 126435 members 
Entering Unmasked Estep 
Score: -12334607.000000 Penalty: 5829.572266
	Iteration 42Q: 3 clusters Score -1.233461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 126446 members 
Entering Unmasked Estep 
Score: -12334591.000000 Penalty: 5829.572266
	Iteration 43Q: 3 clusters Score -1.233459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 126455 members 
Entering Unmasked Estep 
Score: -12334602.000000 Penalty: 5829.572266
	Iteration 44Q: 3 clusters Score -1.23346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 126463 members 
Entering Unmasked Estep 
Score: -12334609.000000 Penalty: 5829.572266
	Iteration 45Q: 3 clusters Score -1.233461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 126471 members 
Entering Unmasked Estep 
Score: -12334621.000000 Penalty: 5829.572266
	Iteration 46Q: 3 clusters Score -1.233462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 126478 members 
Entering Unmasked Estep 
Score: -12334631.000000 Penalty: 5829.572266
	Iteration 47Q: 3 clusters Score -1.233463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 126486 members 
Entering Unmasked Estep 
Score: -12334621.000000 Penalty: 5829.572266
	Iteration 48Q: 3 clusters Score -1.233462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 126490 members 
Entering Unmasked Estep 
Score: -12334615.000000 Penalty: 5829.572266
	Iteration 49Q: 3 clusters Score -1.233462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 126494 members 
Entering Unmasked Estep 
Score: -12334624.000000 Penalty: 5829.572266
	Iteration 50Q: 3 clusters Score -1.233462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 126496 members 
Entering Unmasked Estep 
Score: -12334622.000000 Penalty: 5829.572266
	Iteration 51Q: 3 clusters Score -1.233462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 126498 members 
Entering Unmasked Estep 
Score: -12334638.000000 Penalty: 5829.572266
	Iteration 52Q: 3 clusters Score -1.233464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 126499 members 
Entering Unmasked Estep 
Score: -12334634.000000 Penalty: 5829.572266
	Iteration 53Q: 3 clusters Score -1.233463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 126500 members 
Entering Unmasked Estep 
Score: -12334642.000000 Penalty: 5829.572266
	Iteration 54Q: 3 clusters Score -1.233464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 126501 members 
Entering Unmasked Estep 
Score: -12334639.000000 Penalty: 5829.572266
	Iteration 55Q: 3 clusters Score -1.233464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 126501 members 
Entering Unmasked Estep 
Score: -12334635.000000 Penalty: 5829.572266
	Iteration 56Q: 3 clusters Score -1.233464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 126501 members 
Entering Unmasked Estep 
Score: -12334635.000000 Penalty: 5829.572266
	Iteration 57F: 3 clusters Score -1.233464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Entering Unmasked Estep 
Score: -346691.781250 Penalty: 2040.918823
	Iteration 0F: 2 clusters Score -346691.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -343017.468750 Penalty: 4081.837646
	Iteration 0F: 3 clusters Score -343017.5 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -343826.656250 Penalty: 4081.837646
	Iteration 1F: 3 clusters Score -343826.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -344060.125000 Penalty: 4081.837646
	Iteration 2F: 3 clusters Score -344060.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -344240.156250 Penalty: 4081.837646
	Iteration 3F: 3 clusters Score -344240.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -344379.093750 Penalty: 4081.837646
	Iteration 4F: 3 clusters Score -344379.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -344478.968750 Penalty: 4081.837646
	Iteration 5Q: 3 clusters Score -344479 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -344550.906250 Penalty: 4081.837646
	Iteration 6Q: 3 clusters Score -344550.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -344606.312500 Penalty: 4081.837646
	Iteration 7Q: 3 clusters Score -344606.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -344658.843750 Penalty: 4081.837646
	Iteration 8Q: 3 clusters Score -344658.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -344701.937500 Penalty: 4081.837646
	Iteration 9Q: 3 clusters Score -344701.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -344723.500000 Penalty: 4081.837646
	Iteration 10Q: 3 clusters Score -344723.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -344738.125000 Penalty: 4081.837646
	Iteration 11Q: 3 clusters Score -344738.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -344749.281250 Penalty: 4081.837646
	Iteration 12Q: 3 clusters Score -344749.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -344765.718750 Penalty: 4081.837646
	Iteration 13Q: 3 clusters Score -344765.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -344779.281250 Penalty: 4081.837646
	Iteration 14Q: 3 clusters Score -344779.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -344788.500000 Penalty: 4081.837646
	Iteration 15Q: 3 clusters Score -344788.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -344795.281250 Penalty: 4081.837646
	Iteration 16Q: 3 clusters Score -344795.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -344801.218750 Penalty: 4081.837646
	Iteration 17Q: 3 clusters Score -344801.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -344805.750000 Penalty: 4081.837646
	Iteration 18Q: 3 clusters Score -344805.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -344808.718750 Penalty: 4081.837646
	Iteration 19Q: 3 clusters Score -344808.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -344810.468750 Penalty: 4081.837646
	Iteration 20F: 3 clusters Score -344810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -344811.593750 Penalty: 4081.837646
	Iteration 21Q: 3 clusters Score -344811.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -344812.312500 Penalty: 4081.837646
	Iteration 22Q: 3 clusters Score -344812.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -344813.375000 Penalty: 4081.837646
	Iteration 23Q: 3 clusters Score -344813.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -344817.093750 Penalty: 4081.837646
	Iteration 24Q: 3 clusters Score -344817.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -344819.906250 Penalty: 4081.837646
	Iteration 25Q: 3 clusters Score -344819.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -344820.937500 Penalty: 4081.837646
	Iteration 26Q: 3 clusters Score -344820.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -344821.031250 Penalty: 4081.837646
	Iteration 27Q: 3 clusters Score -344821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -344822.000000 Penalty: 4081.837646
	Iteration 28Q: 3 clusters Score -344822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -344822.000000 Penalty: 4081.837646
	Iteration 29F: 3 clusters Score -344822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Entering Unmasked Estep 
Score: -1048446.000000 Penalty: 2312.800781
	Iteration 0F: 2 clusters Score -1048446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1040005.125000 Penalty: 4625.601562
	Iteration 0F: 3 clusters Score -1040005 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1042401.812500 Penalty: 4625.601562
	Iteration 1F: 3 clusters Score -1042402 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1042692.812500 Penalty: 4625.601562
	Iteration 2F: 3 clusters Score -1042693 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1042895.687500 Penalty: 4625.601562
	Iteration 3Q: 3 clusters Score -1042896 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1043094.562500 Penalty: 4625.601562
	Iteration 4Q: 3 clusters Score -1043095 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1043259.437500 Penalty: 4625.601562
	Iteration 5Q: 3 clusters Score -1043259 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1043411.937500 Penalty: 4625.601562
	Iteration 6Q: 3 clusters Score -1043412 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1043549.750000 Penalty: 4625.601562
	Iteration 7Q: 3 clusters Score -1043550 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1043726.000000 Penalty: 4625.601562
	Iteration 8Q: 3 clusters Score -1043726 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1043945.375000 Penalty: 4625.601562
	Iteration 9Q: 3 clusters Score -1043945 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1044249.937500 Penalty: 4625.601562
	Iteration 10Q: 3 clusters Score -1044250 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1044575.562500 Penalty: 4625.601562
	Iteration 11Q: 3 clusters Score -1044576 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1044952.375000 Penalty: 4625.601562
	Iteration 12Q: 3 clusters Score -1044952 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1045328.000000 Penalty: 4625.601562
	Iteration 13Q: 3 clusters Score -1045328 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1045737.687500 Penalty: 4625.601562
	Iteration 14Q: 3 clusters Score -1045738 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1046119.687500 Penalty: 4625.601562
	Iteration 15Q: 3 clusters Score -1046120 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1046440.687500 Penalty: 4625.601562
	Iteration 16Q: 3 clusters Score -1046441 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1046725.250000 Penalty: 4625.601562
	Iteration 17Q: 3 clusters Score -1046725 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1047009.375000 Penalty: 4625.601562
	Iteration 18Q: 3 clusters Score -1047009 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1047219.812500 Penalty: 4625.601562
	Iteration 19Q: 3 clusters Score -1047220 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1047365.312500 Penalty: 4625.601562
	Iteration 20F: 3 clusters Score -1047365 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1047460.875000 Penalty: 4625.601562
	Iteration 21Q: 3 clusters Score -1047461 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1047515.187500 Penalty: 4625.601562
	Iteration 22Q: 3 clusters Score -1047515 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1047544.187500 Penalty: 4625.601562
	Iteration 23Q: 3 clusters Score -1047544 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1047565.687500 Penalty: 4625.601562
	Iteration 24Q: 3 clusters Score -1047566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1047583.000000 Penalty: 4625.601562
	Iteration 25Q: 3 clusters Score -1047583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1047594.500000 Penalty: 4625.601562
	Iteration 26Q: 3 clusters Score -1047594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1047601.625000 Penalty: 4625.601562
	Iteration 27Q: 3 clusters Score -1047602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1047607.125000 Penalty: 4625.601562
	Iteration 28Q: 3 clusters Score -1047607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1047611.312500 Penalty: 4625.601562
	Iteration 29Q: 3 clusters Score -1047611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1047616.375000 Penalty: 4625.601562
	Iteration 30Q: 3 clusters Score -1047616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1047616.562500 Penalty: 4625.601562
	Iteration 31Q: 3 clusters Score -1047617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1047616.687500 Penalty: 4625.601562
	Iteration 32Q: 3 clusters Score -1047617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1047616.625000 Penalty: 4625.601562
	Iteration 33Q: 3 clusters Score -1047617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1047616.375000 Penalty: 4625.601562
	Iteration 34Q: 3 clusters Score -1047616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1047616.500000 Penalty: 4625.601562
	Iteration 35Q: 3 clusters Score -1047616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1047616.500000 Penalty: 4625.601562
	Iteration 36F: 3 clusters Score -1047616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Entering Unmasked Estep 
Score: -1174881.625000 Penalty: 2337.951660
	Iteration 0F: 2 clusters Score -1174882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1165700.000000 Penalty: 4675.903320
	Iteration 0F: 3 clusters Score -1165700 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1168518.375000 Penalty: 4675.903320
	Iteration 1F: 3 clusters Score -1168518 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1168902.875000 Penalty: 4675.903320
	Iteration 2F: 3 clusters Score -1168903 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1169246.625000 Penalty: 4675.903320
	Iteration 3F: 3 clusters Score -1169247 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1169588.625000 Penalty: 4675.903320
	Iteration 4Q: 3 clusters Score -1169589 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1169910.875000 Penalty: 4675.903320
	Iteration 5Q: 3 clusters Score -1169911 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1170196.875000 Penalty: 4675.903320
	Iteration 6Q: 3 clusters Score -1170197 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1170405.125000 Penalty: 4675.903320
	Iteration 7Q: 3 clusters Score -1170405 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1170545.125000 Penalty: 4675.903320
	Iteration 8Q: 3 clusters Score -1170545 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1170652.875000 Penalty: 4675.903320
	Iteration 9Q: 3 clusters Score -1170653 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1170768.000000 Penalty: 4675.903320
	Iteration 10Q: 3 clusters Score -1170768 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1170858.250000 Penalty: 4675.903320
	Iteration 11Q: 3 clusters Score -1170858 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1170947.875000 Penalty: 4675.903320
	Iteration 12Q: 3 clusters Score -1170948 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1171055.500000 Penalty: 4675.903320
	Iteration 13Q: 3 clusters Score -1171056 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1171185.125000 Penalty: 4675.903320
	Iteration 14Q: 3 clusters Score -1171185 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1171322.125000 Penalty: 4675.903320
	Iteration 15Q: 3 clusters Score -1171322 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1171489.125000 Penalty: 4675.903320
	Iteration 16Q: 3 clusters Score -1171489 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1171655.625000 Penalty: 4675.903320
	Iteration 17Q: 3 clusters Score -1171656 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1171801.250000 Penalty: 4675.903320
	Iteration 18Q: 3 clusters Score -1171801 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1171946.625000 Penalty: 4675.903320
	Iteration 19Q: 3 clusters Score -1171947 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1172094.250000 Penalty: 4675.903320
	Iteration 20F: 3 clusters Score -1172094 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1172231.250000 Penalty: 4675.903320
	Iteration 21Q: 3 clusters Score -1172231 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1172363.125000 Penalty: 4675.903320
	Iteration 22Q: 3 clusters Score -1172363 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1172493.875000 Penalty: 4675.903320
	Iteration 23Q: 3 clusters Score -1172494 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1172615.875000 Penalty: 4675.903320
	Iteration 24Q: 3 clusters Score -1172616 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1172770.375000 Penalty: 4675.903320
	Iteration 25Q: 3 clusters Score -1172770 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1172916.000000 Penalty: 4675.903320
	Iteration 26Q: 3 clusters Score -1172916 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1173040.625000 Penalty: 4675.903320
	Iteration 27Q: 3 clusters Score -1173041 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1173135.125000 Penalty: 4675.903320
	Iteration 28Q: 3 clusters Score -1173135 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1173192.750000 Penalty: 4675.903320
	Iteration 29Q: 3 clusters Score -1173193 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1173230.375000 Penalty: 4675.903320
	Iteration 30Q: 3 clusters Score -1173230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1173263.000000 Penalty: 4675.903320
	Iteration 31Q: 3 clusters Score -1173263 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1173287.875000 Penalty: 4675.903320
	Iteration 32Q: 3 clusters Score -1173288 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1173325.000000 Penalty: 4675.903320
	Iteration 33Q: 3 clusters Score -1173325 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1173360.000000 Penalty: 4675.903320
	Iteration 34Q: 3 clusters Score -1173360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1173400.875000 Penalty: 4675.903320
	Iteration 35Q: 3 clusters Score -1173401 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1173431.500000 Penalty: 4675.903320
	Iteration 36Q: 3 clusters Score -1173432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1173459.375000 Penalty: 4675.903320
	Iteration 37Q: 3 clusters Score -1173459 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1173477.375000 Penalty: 4675.903320
	Iteration 38Q: 3 clusters Score -1173477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1173497.875000 Penalty: 4675.903320
	Iteration 39Q: 3 clusters Score -1173498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1173509.500000 Penalty: 4675.903320
	Iteration 40F: 3 clusters Score -1173510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1173514.125000 Penalty: 4675.903320
	Iteration 41Q: 3 clusters Score -1173514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1173518.250000 Penalty: 4675.903320
	Iteration 42Q: 3 clusters Score -1173518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1173520.375000 Penalty: 4675.903320
	Iteration 43Q: 3 clusters Score -1173520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1173520.500000 Penalty: 4675.903320
	Iteration 44Q: 3 clusters Score -1173520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1173521.875000 Penalty: 4675.903320
	Iteration 45Q: 3 clusters Score -1173522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1173521.875000 Penalty: 4675.903320
	Iteration 46Q: 3 clusters Score -1173522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1173521.875000 Penalty: 4675.903320
	Iteration 47F: 3 clusters Score -1173522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Entering Unmasked Estep 
Score: -1168021.125000 Penalty: 2335.927002
	Iteration 0F: 2 clusters Score -1168021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1158914.000000 Penalty: 4671.854004
	Iteration 0F: 3 clusters Score -1158914 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1161759.250000 Penalty: 4671.854004
	Iteration 1F: 3 clusters Score -1161759 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1162383.375000 Penalty: 4671.854004
	Iteration 2F: 3 clusters Score -1162383 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1163288.875000 Penalty: 4671.854004
	Iteration 3F: 3 clusters Score -1163289 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1164399.500000 Penalty: 4671.854004
	Iteration 4F: 3 clusters Score -1164400 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1165580.125000 Penalty: 4671.854004
	Iteration 5F: 3 clusters Score -1165580 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1166529.625000 Penalty: 4671.854004
	Iteration 6F: 3 clusters Score -1166530 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1167204.750000 Penalty: 4671.854004
	Iteration 7F: 3 clusters Score -1167205 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1167657.625000 Penalty: 4671.854004
	Iteration 8Q: 3 clusters Score -1167658 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1168021.625000 Penalty: 4671.854004
	Iteration 9Q: 3 clusters Score -1168022 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1168249.125000 Penalty: 4671.854004
	Iteration 10Q: 3 clusters Score -1168249 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1168379.125000 Penalty: 4671.854004
	Iteration 11Q: 3 clusters Score -1168379 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1168443.375000 Penalty: 4671.854004
	Iteration 12Q: 3 clusters Score -1168443 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1168475.375000 Penalty: 4671.854004
	Iteration 13Q: 3 clusters Score -1168475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1168488.750000 Penalty: 4671.854004
	Iteration 14Q: 3 clusters Score -1168489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1168497.250000 Penalty: 4671.854004
	Iteration 15Q: 3 clusters Score -1168497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1168502.625000 Penalty: 4671.854004
	Iteration 16Q: 3 clusters Score -1168503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1168503.625000 Penalty: 4671.854004
	Iteration 17Q: 3 clusters Score -1168504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1168506.125000 Penalty: 4671.854004
	Iteration 18Q: 3 clusters Score -1168506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1168507.375000 Penalty: 4671.854004
	Iteration 19Q: 3 clusters Score -1168507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1168507.500000 Penalty: 4671.854004
	Iteration 20F: 3 clusters Score -1168508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1168507.500000 Penalty: 4671.854004
	Iteration 21Q: 3 clusters Score -1168508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1168508.000000 Penalty: 4671.854004
	Iteration 22Q: 3 clusters Score -1168508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1168507.625000 Penalty: 4671.854004
	Iteration 23Q: 3 clusters Score -1168508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1168508.250000 Penalty: 4671.854004
	Iteration 24Q: 3 clusters Score -1168508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1168508.250000 Penalty: 4671.854004
	Iteration 25F: 3 clusters Score -1168508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127156 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 11224 members 
Mstep: Class 4 contains 12422 members 
Mstep: Class 5 contains 2644 members 
Mstep: Class 6 contains 305356 members 
Mstep: Class 7 contains 225951 members 
Mstep: Class 8 contains 64458 members 
Mstep: Class 9 contains 28503 members 
Mstep: Class 10 contains 6832 members 
Mstep: Class 11 contains 8291 members 
Mstep: Class 12 contains 74207 members 
Mstep: Class 13 contains 9797 members 
Mstep: Class 14 contains 228067 members 
Mstep: Class 15 contains 13399 members 
Mstep: Class 16 contains 222647 members 
Mstep: Class 17 contains 5885 members 
Mstep: Class 18 contains 10318 members 
Mstep: Class 19 contains 7765 members 
Mstep: Class 20 contains 23512 members 
Mstep: Class 21 contains 6961 members 
Mstep: Class 22 contains 7300 members 
Mstep: Class 23 contains 6526 members 
Mstep: Class 24 contains 18563 members 
Mstep: Class 25 contains 8716 members 
Mstep: Class 26 contains 7296 members 
Mstep: Class 27 contains 3940 members 
Mstep: Class 28 contains 15669 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 19095 members 
Mstep: Class 31 contains 102869 members 
Mstep: Class 32 contains 5984 members 
Mstep: Class 33 contains 47908 members 
Mstep: Class 34 contains 3078 members 
Mstep: Class 35 contains 4387 members 
Mstep: Class 36 contains 4896 members 
Mstep: Class 37 contains 9677 members 
Entering Unmasked Estep 
Score: -157694720.000000 Penalty: 131487.906250
Splitting cluster 5 changes total score from -157695248.000000 to -157694720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (305356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305356 members 
Entering Unmasked Estep 
Score: -29920034.000000 Penalty: 3132.049805
	Iteration 0F: 2 clusters Score -2.992003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152653 members 
Mstep: Class 2 contains 152703 members 
Entering Unmasked Estep 
Score: -29724900.000000 Penalty: 6264.099609
	Iteration 0F: 3 clusters Score -2.97249e+07 nChanged 148440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148901 members 
Mstep: Class 2 contains 156455 members 
Entering Unmasked Estep 
Score: -29814108.000000 Penalty: 6264.099609
	Iteration 1F: 3 clusters Score -2.981411e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146047 members 
Mstep: Class 2 contains 159309 members 
Entering Unmasked Estep 
Score: -29815654.000000 Penalty: 6264.099609
	Iteration 2Q: 3 clusters Score -2.981565e+07 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141393 members 
Mstep: Class 2 contains 163963 members 
Entering Unmasked Estep 
Score: -29818248.000000 Penalty: 6264.099609
	Iteration 3Q: 3 clusters Score -2.981825e+07 nChanged 11920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134213 members 
Mstep: Class 2 contains 171143 members 
Entering Unmasked Estep 
Score: -29822140.000000 Penalty: 6264.099609
	Iteration 4Q: 3 clusters Score -2.982214e+07 nChanged 15037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124024 members 
Mstep: Class 2 contains 181332 members 
Entering Unmasked Estep 
Score: -29828146.000000 Penalty: 6264.099609
	Iteration 5Q: 3 clusters Score -2.982815e+07 nChanged 17955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110709 members 
Mstep: Class 2 contains 194647 members 
Entering Unmasked Estep 
Score: -29836000.000000 Penalty: 6264.099609
	Iteration 6F: 3 clusters Score -2.9836e+07 nChanged 19801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95080 members 
Mstep: Class 2 contains 210276 members 
Entering Unmasked Estep 
Score: -29846092.000000 Penalty: 6264.099609
	Iteration 7F: 3 clusters Score -2.984609e+07 nChanged 19714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78248 members 
Mstep: Class 2 contains 227108 members 
Entering Unmasked Estep 
Score: -29856478.000000 Penalty: 6264.099609
	Iteration 8F: 3 clusters Score -2.985648e+07 nChanged 18117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61429 members 
Mstep: Class 2 contains 243927 members 
Entering Unmasked Estep 
Score: -29866936.000000 Penalty: 6264.099609
	Iteration 9F: 3 clusters Score -2.986694e+07 nChanged 16507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 260076 members 
Entering Unmasked Estep 
Score: -29878278.000000 Penalty: 6264.099609
	Iteration 10F: 3 clusters Score -2.987828e+07 nChanged 14766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 274788 members 
Entering Unmasked Estep 
Score: -29889742.000000 Penalty: 6264.099609
	Iteration 11Q: 3 clusters Score -2.988974e+07 nChanged 12285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 287069 members 
Entering Unmasked Estep 
Score: -29900826.000000 Penalty: 6264.099609
	Iteration 12Q: 3 clusters Score -2.990083e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 295766 members 
Entering Unmasked Estep 
Score: -29908710.000000 Penalty: 6264.099609
	Iteration 13Q: 3 clusters Score -2.990871e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 300845 members 
Entering Unmasked Estep 
Score: -29913452.000000 Penalty: 6264.099609
	Iteration 14Q: 3 clusters Score -2.991345e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 303230 members 
Entering Unmasked Estep 
Score: -29915538.000000 Penalty: 6264.099609
	Iteration 15Q: 3 clusters Score -2.991554e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 304188 members 
Entering Unmasked Estep 
Score: -29916448.000000 Penalty: 6264.099609
	Iteration 16Q: 3 clusters Score -2.991645e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 304575 members 
Entering Unmasked Estep 
Score: -29916838.000000 Penalty: 6264.099609
	Iteration 17Q: 3 clusters Score -2.991684e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 304732 members 
Entering Unmasked Estep 
Score: -29917034.000000 Penalty: 6264.099609
	Iteration 18Q: 3 clusters Score -2.991703e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 304801 members 
Entering Unmasked Estep 
Score: -29917174.000000 Penalty: 6264.099609
	Iteration 19Q: 3 clusters Score -2.991717e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 304832 members 
Entering Unmasked Estep 
Score: -29917216.000000 Penalty: 6264.099609
	Iteration 20F: 3 clusters Score -2.991722e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 304847 members 
Entering Unmasked Estep 
Score: -29917240.000000 Penalty: 6264.099609
	Iteration 21Q: 3 clusters Score -2.991724e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 304859 members 
Entering Unmasked Estep 
Score: -29917266.000000 Penalty: 6264.099609
	Iteration 22Q: 3 clusters Score -2.991727e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 304873 members 
Entering Unmasked Estep 
Score: -29917292.000000 Penalty: 6264.099609
	Iteration 23Q: 3 clusters Score -2.991729e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 304879 members 
Entering Unmasked Estep 
Score: -29917314.000000 Penalty: 6264.099609
	Iteration 24Q: 3 clusters Score -2.991731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 304878 members 
Entering Unmasked Estep 
Score: -29917304.000000 Penalty: 6264.099609
	Iteration 25Q: 3 clusters Score -2.99173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 304884 members 
Entering Unmasked Estep 
Score: -29917354.000000 Penalty: 6264.099609
	Iteration 26Q: 3 clusters Score -2.991735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 304889 members 
Entering Unmasked Estep 
Score: -29917356.000000 Penalty: 6264.099609
	Iteration 27Q: 3 clusters Score -2.991736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 304888 members 
Entering Unmasked Estep 
Score: -29917348.000000 Penalty: 6264.099609
	Iteration 28Q: 3 clusters Score -2.991735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 304890 members 
Entering Unmasked Estep 
Score: -29917348.000000 Penalty: 6264.099609
	Iteration 29Q: 3 clusters Score -2.991735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 304893 members 
Entering Unmasked Estep 
Score: -29917346.000000 Penalty: 6264.099609
	Iteration 30Q: 3 clusters Score -2.991735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 304897 members 
Entering Unmasked Estep 
Score: -29917360.000000 Penalty: 6264.099609
	Iteration 31Q: 3 clusters Score -2.991736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 304901 members 
Entering Unmasked Estep 
Score: -29917366.000000 Penalty: 6264.099609
	Iteration 32Q: 3 clusters Score -2.991737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 304902 members 
Entering Unmasked Estep 
Score: -29917372.000000 Penalty: 6264.099609
	Iteration 33Q: 3 clusters Score -2.991737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 304904 members 
Entering Unmasked Estep 
Score: -29917374.000000 Penalty: 6264.099609
	Iteration 34Q: 3 clusters Score -2.991737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 304906 members 
Entering Unmasked Estep 
Score: -29917374.000000 Penalty: 6264.099609
	Iteration 35Q: 3 clusters Score -2.991737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 304908 members 
Entering Unmasked Estep 
Score: -29917364.000000 Penalty: 6264.099609
	Iteration 36Q: 3 clusters Score -2.991736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 304909 members 
Entering Unmasked Estep 
Score: -29917370.000000 Penalty: 6264.099609
	Iteration 37Q: 3 clusters Score -2.991737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 304910 members 
Entering Unmasked Estep 
Score: -29917374.000000 Penalty: 6264.099609
	Iteration 38Q: 3 clusters Score -2.991737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 304911 members 
Entering Unmasked Estep 
Score: -29917366.000000 Penalty: 6264.099609
	Iteration 39Q: 3 clusters Score -2.991737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 304911 members 
Entering Unmasked Estep 
Score: -29917366.000000 Penalty: 6264.099609
	Iteration 40F: 3 clusters Score -2.991737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (225951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225951 members 
Entering Unmasked Estep 
Score: -22191472.000000 Penalty: 3057.362305
	Iteration 0F: 2 clusters Score -2.219147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112563 members 
Mstep: Class 2 contains 113388 members 
Entering Unmasked Estep 
Score: -22041094.000000 Penalty: 6114.724609
	Iteration 0F: 3 clusters Score -2.204109e+07 nChanged 109237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108230 members 
Mstep: Class 2 contains 117721 members 
Entering Unmasked Estep 
Score: -22105844.000000 Penalty: 6114.724609
	Iteration 1F: 3 clusters Score -2.210584e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105690 members 
Mstep: Class 2 contains 120261 members 
Entering Unmasked Estep 
Score: -22107874.000000 Penalty: 6114.724609
	Iteration 2Q: 3 clusters Score -2.210787e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102027 members 
Mstep: Class 2 contains 123924 members 
Entering Unmasked Estep 
Score: -22110784.000000 Penalty: 6114.724609
	Iteration 3Q: 3 clusters Score -2.211078e+07 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 129236 members 
Entering Unmasked Estep 
Score: -22115752.000000 Penalty: 6114.724609
	Iteration 4Q: 3 clusters Score -2.211575e+07 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 136664 members 
Entering Unmasked Estep 
Score: -22122736.000000 Penalty: 6114.724609
	Iteration 5F: 3 clusters Score -2.212274e+07 nChanged 13361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79718 members 
Mstep: Class 2 contains 146233 members 
Entering Unmasked Estep 
Score: -22131770.000000 Penalty: 6114.724609
	Iteration 6F: 3 clusters Score -2.213177e+07 nChanged 14133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68517 members 
Mstep: Class 2 contains 157434 members 
Entering Unmasked Estep 
Score: -22142240.000000 Penalty: 6114.724609
	Iteration 7F: 3 clusters Score -2.214224e+07 nChanged 13913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 169705 members 
Entering Unmasked Estep 
Score: -22152332.000000 Penalty: 6114.724609
	Iteration 8F: 3 clusters Score -2.215233e+07 nChanged 13080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 182047 members 
Entering Unmasked Estep 
Score: -22161916.000000 Penalty: 6114.724609
	Iteration 9F: 3 clusters Score -2.216192e+07 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 193711 members 
Entering Unmasked Estep 
Score: -22170382.000000 Penalty: 6114.724609
	Iteration 10F: 3 clusters Score -2.217038e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 203649 members 
Entering Unmasked Estep 
Score: -22176998.000000 Penalty: 6114.724609
	Iteration 11Q: 3 clusters Score -2.2177e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 211142 members 
Entering Unmasked Estep 
Score: -22181694.000000 Penalty: 6114.724609
	Iteration 12Q: 3 clusters Score -2.218169e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 216324 members 
Entering Unmasked Estep 
Score: -22184642.000000 Penalty: 6114.724609
	Iteration 13Q: 3 clusters Score -2.218464e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 219690 members 
Entering Unmasked Estep 
Score: -22186464.000000 Penalty: 6114.724609
	Iteration 14Q: 3 clusters Score -2.218646e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 221649 members 
Entering Unmasked Estep 
Score: -22187494.000000 Penalty: 6114.724609
	Iteration 15Q: 3 clusters Score -2.218749e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 222787 members 
Entering Unmasked Estep 
Score: -22187968.000000 Penalty: 6114.724609
	Iteration 16Q: 3 clusters Score -2.218797e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 223479 members 
Entering Unmasked Estep 
Score: -22188332.000000 Penalty: 6114.724609
	Iteration 17Q: 3 clusters Score -2.218833e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 223877 members 
Entering Unmasked Estep 
Score: -22188512.000000 Penalty: 6114.724609
	Iteration 18Q: 3 clusters Score -2.218851e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 224133 members 
Entering Unmasked Estep 
Score: -22188642.000000 Penalty: 6114.724609
	Iteration 19Q: 3 clusters Score -2.218864e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 224341 members 
Entering Unmasked Estep 
Score: -22188764.000000 Penalty: 6114.724609
	Iteration 20F: 3 clusters Score -2.218876e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 224470 members 
Entering Unmasked Estep 
Score: -22188852.000000 Penalty: 6114.724609
	Iteration 21Q: 3 clusters Score -2.218885e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 224543 members 
Entering Unmasked Estep 
Score: -22188896.000000 Penalty: 6114.724609
	Iteration 22Q: 3 clusters Score -2.21889e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 224612 members 
Entering Unmasked Estep 
Score: -22188910.000000 Penalty: 6114.724609
	Iteration 23Q: 3 clusters Score -2.218891e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 224664 members 
Entering Unmasked Estep 
Score: -22188930.000000 Penalty: 6114.724609
	Iteration 24Q: 3 clusters Score -2.218893e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 224712 members 
Entering Unmasked Estep 
Score: -22188978.000000 Penalty: 6114.724609
	Iteration 25Q: 3 clusters Score -2.218898e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 224735 members 
Entering Unmasked Estep 
Score: -22189002.000000 Penalty: 6114.724609
	Iteration 26Q: 3 clusters Score -2.2189e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 224760 members 
Entering Unmasked Estep 
Score: -22189016.000000 Penalty: 6114.724609
	Iteration 27Q: 3 clusters Score -2.218902e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 224783 members 
Entering Unmasked Estep 
Score: -22189018.000000 Penalty: 6114.724609
	Iteration 28Q: 3 clusters Score -2.218902e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 224800 members 
Entering Unmasked Estep 
Score: -22189010.000000 Penalty: 6114.724609
	Iteration 29Q: 3 clusters Score -2.218901e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 224810 members 
Entering Unmasked Estep 
Score: -22189024.000000 Penalty: 6114.724609
	Iteration 30Q: 3 clusters Score -2.218902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 224824 members 
Entering Unmasked Estep 
Score: -22189026.000000 Penalty: 6114.724609
	Iteration 31Q: 3 clusters Score -2.218903e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 224835 members 
Entering Unmasked Estep 
Score: -22189022.000000 Penalty: 6114.724609
	Iteration 32Q: 3 clusters Score -2.218902e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 224845 members 
Entering Unmasked Estep 
Score: -22189038.000000 Penalty: 6114.724609
	Iteration 33Q: 3 clusters Score -2.218904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 224853 members 
Entering Unmasked Estep 
Score: -22189050.000000 Penalty: 6114.724609
	Iteration 34Q: 3 clusters Score -2.218905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 224858 members 
Entering Unmasked Estep 
Score: -22189052.000000 Penalty: 6114.724609
	Iteration 35Q: 3 clusters Score -2.218905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 224863 members 
Entering Unmasked Estep 
Score: -22189078.000000 Penalty: 6114.724609
	Iteration 36Q: 3 clusters Score -2.218908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 224872 members 
Entering Unmasked Estep 
Score: -22189086.000000 Penalty: 6114.724609
	Iteration 37Q: 3 clusters Score -2.218909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 224882 members 
Entering Unmasked Estep 
Score: -22189076.000000 Penalty: 6114.724609
	Iteration 38Q: 3 clusters Score -2.218908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 224886 members 
Entering Unmasked Estep 
Score: -22189058.000000 Penalty: 6114.724609
	Iteration 39Q: 3 clusters Score -2.218906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 224887 members 
Entering Unmasked Estep 
Score: -22189054.000000 Penalty: 6114.724609
	Iteration 40F: 3 clusters Score -2.218905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 224886 members 
Entering Unmasked Estep 
Score: -22189054.000000 Penalty: 6114.724609
	Iteration 41Q: 3 clusters Score -2.218905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 224888 members 
Entering Unmasked Estep 
Score: -22189046.000000 Penalty: 6114.724609
	Iteration 42Q: 3 clusters Score -2.218905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 224889 members 
Entering Unmasked Estep 
Score: -22189060.000000 Penalty: 6114.724609
	Iteration 43Q: 3 clusters Score -2.218906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 224890 members 
Entering Unmasked Estep 
Score: -22189062.000000 Penalty: 6114.724609
	Iteration 44Q: 3 clusters Score -2.218906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 224892 members 
Entering Unmasked Estep 
Score: -22189054.000000 Penalty: 6114.724609
	Iteration 45Q: 3 clusters Score -2.218905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 224892 members 
Entering Unmasked Estep 
Score: -22189060.000000 Penalty: 6114.724609
	Iteration 46Q: 3 clusters Score -2.218906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 224895 members 
Entering Unmasked Estep 
Score: -22189064.000000 Penalty: 6114.724609
	Iteration 47Q: 3 clusters Score -2.218906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 224899 members 
Entering Unmasked Estep 
Score: -22189082.000000 Penalty: 6114.724609
	Iteration 48Q: 3 clusters Score -2.218908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 224902 members 
Entering Unmasked Estep 
Score: -22189070.000000 Penalty: 6114.724609
	Iteration 49Q: 3 clusters Score -2.218907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 224903 members 
Entering Unmasked Estep 
Score: -22189074.000000 Penalty: 6114.724609
	Iteration 50Q: 3 clusters Score -2.218907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 224903 members 
Entering Unmasked Estep 
Score: -22189072.000000 Penalty: 6114.724609
	Iteration 51Q: 3 clusters Score -2.218907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 224907 members 
Entering Unmasked Estep 
Score: -22189076.000000 Penalty: 6114.724609
	Iteration 52Q: 3 clusters Score -2.218908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 224909 members 
Entering Unmasked Estep 
Score: -22189064.000000 Penalty: 6114.724609
	Iteration 53Q: 3 clusters Score -2.218906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 224908 members 
Entering Unmasked Estep 
Score: -22189062.000000 Penalty: 6114.724609
	Iteration 54Q: 3 clusters Score -2.218906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 224908 members 
Entering Unmasked Estep 
Score: -22189074.000000 Penalty: 6114.724609
	Iteration 55Q: 3 clusters Score -2.218907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 224908 members 
Entering Unmasked Estep 
Score: -22189074.000000 Penalty: 6114.724609
	Iteration 56F: 3 clusters Score -2.218907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (64458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64458 members 
Entering Unmasked Estep 
Score: -6246433.500000 Penalty: 2746.294922
	Iteration 0F: 2 clusters Score -6246434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -6202985.000000 Penalty: 5492.589844
	Iteration 0F: 3 clusters Score -6202985 nChanged 30102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -6220160.000000 Penalty: 5492.589844
	Iteration 1F: 3 clusters Score -6220160 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -6221038.500000 Penalty: 5492.589844
	Iteration 2Q: 3 clusters Score -6221038 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -6222072.500000 Penalty: 5492.589844
	Iteration 3Q: 3 clusters Score -6222072 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -6223490.500000 Penalty: 5492.589844
	Iteration 4Q: 3 clusters Score -6223490 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -6225401.000000 Penalty: 5492.589844
	Iteration 5F: 3 clusters Score -6225401 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -6227886.500000 Penalty: 5492.589844
	Iteration 6F: 3 clusters Score -6227886 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -6230967.500000 Penalty: 5492.589844
	Iteration 7F: 3 clusters Score -6230968 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -6234354.000000 Penalty: 5492.589844
	Iteration 8F: 3 clusters Score -6234354 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -6237386.500000 Penalty: 5492.589844
	Iteration 9F: 3 clusters Score -6237386 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -6239495.000000 Penalty: 5492.589844
	Iteration 10Q: 3 clusters Score -6239495 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -6240658.000000 Penalty: 5492.589844
	Iteration 11Q: 3 clusters Score -6240658 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -6241406.000000 Penalty: 5492.589844
	Iteration 12Q: 3 clusters Score -6241406 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -6241911.000000 Penalty: 5492.589844
	Iteration 13Q: 3 clusters Score -6241911 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -6242200.500000 Penalty: 5492.589844
	Iteration 14Q: 3 clusters Score -6242200 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -6242383.500000 Penalty: 5492.589844
	Iteration 15Q: 3 clusters Score -6242384 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -6242478.000000 Penalty: 5492.589844
	Iteration 16Q: 3 clusters Score -6242478 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -6242519.500000 Penalty: 5492.589844
	Iteration 17Q: 3 clusters Score -6242520 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -6242560.500000 Penalty: 5492.589844
	Iteration 18Q: 3 clusters Score -6242560 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -6242606.500000 Penalty: 5492.589844
	Iteration 19Q: 3 clusters Score -6242606 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -6242624.500000 Penalty: 5492.589844
	Iteration 20F: 3 clusters Score -6242624 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -6242667.000000 Penalty: 5492.589844
	Iteration 21Q: 3 clusters Score -6242667 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -6242697.500000 Penalty: 5492.589844
	Iteration 22Q: 3 clusters Score -6242698 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -6242724.500000 Penalty: 5492.589844
	Iteration 23Q: 3 clusters Score -6242724 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -6242775.000000 Penalty: 5492.589844
	Iteration 24Q: 3 clusters Score -6242775 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -6242846.000000 Penalty: 5492.589844
	Iteration 25Q: 3 clusters Score -6242846 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -6242894.000000 Penalty: 5492.589844
	Iteration 26Q: 3 clusters Score -6242894 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -6242937.000000 Penalty: 5492.589844
	Iteration 27Q: 3 clusters Score -6242937 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -6242971.000000 Penalty: 5492.589844
	Iteration 28Q: 3 clusters Score -6242971 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -6243037.000000 Penalty: 5492.589844
	Iteration 29Q: 3 clusters Score -6243037 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -6243070.500000 Penalty: 5492.589844
	Iteration 30Q: 3 clusters Score -6243070 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -6243133.000000 Penalty: 5492.589844
	Iteration 31Q: 3 clusters Score -6243133 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -6243178.000000 Penalty: 5492.589844
	Iteration 32Q: 3 clusters Score -6243178 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -6243248.000000 Penalty: 5492.589844
	Iteration 33Q: 3 clusters Score -6243248 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -6243302.500000 Penalty: 5492.589844
	Iteration 34Q: 3 clusters Score -6243302 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -6243375.000000 Penalty: 5492.589844
	Iteration 35Q: 3 clusters Score -6243375 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -6243454.000000 Penalty: 5492.589844
	Iteration 36Q: 3 clusters Score -6243454 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -6243510.000000 Penalty: 5492.589844
	Iteration 37Q: 3 clusters Score -6243510 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -6243577.000000 Penalty: 5492.589844
	Iteration 38Q: 3 clusters Score -6243577 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -6243622.500000 Penalty: 5492.589844
	Iteration 39Q: 3 clusters Score -6243622 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -6243696.500000 Penalty: 5492.589844
	Iteration 40F: 3 clusters Score -6243696 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -6243742.000000 Penalty: 5492.589844
	Iteration 41Q: 3 clusters Score -6243742 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -6243792.500000 Penalty: 5492.589844
	Iteration 42Q: 3 clusters Score -6243792 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -6243843.500000 Penalty: 5492.589844
	Iteration 43Q: 3 clusters Score -6243844 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -6243926.000000 Penalty: 5492.589844
	Iteration 44Q: 3 clusters Score -6243926 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -6243934.000000 Penalty: 5492.589844
	Iteration 45Q: 3 clusters Score -6243934 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -6243936.000000 Penalty: 5492.589844
	Iteration 46Q: 3 clusters Score -6243936 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -6243966.000000 Penalty: 5492.589844
	Iteration 47Q: 3 clusters Score -6243966 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -6243977.500000 Penalty: 5492.589844
	Iteration 48Q: 3 clusters Score -6243978 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -6243979.000000 Penalty: 5492.589844
	Iteration 49Q: 3 clusters Score -6243979 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -6243997.500000 Penalty: 5492.589844
	Iteration 50Q: 3 clusters Score -6243998 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -6244007.500000 Penalty: 5492.589844
	Iteration 51Q: 3 clusters Score -6244008 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -6244011.000000 Penalty: 5492.589844
	Iteration 52Q: 3 clusters Score -6244011 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -6244003.500000 Penalty: 5492.589844
	Iteration 53Q: 3 clusters Score -6244004 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -6244018.500000 Penalty: 5492.589844
	Iteration 54Q: 3 clusters Score -6244018 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -6244033.000000 Penalty: 5492.589844
	Iteration 55Q: 3 clusters Score -6244033 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -6244027.500000 Penalty: 5492.589844
	Iteration 56Q: 3 clusters Score -6244028 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -6244021.500000 Penalty: 5492.589844
	Iteration 57Q: 3 clusters Score -6244022 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -6244048.000000 Penalty: 5492.589844
	Iteration 58Q: 3 clusters Score -6244048 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -6244059.500000 Penalty: 5492.589844
	Iteration 59Q: 3 clusters Score -6244060 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -6244073.500000 Penalty: 5492.589844
	Iteration 60F: 3 clusters Score -6244074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -6244078.500000 Penalty: 5492.589844
	Iteration 61Q: 3 clusters Score -6244078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -6244074.500000 Penalty: 5492.589844
	Iteration 62Q: 3 clusters Score -6244074 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -6244083.000000 Penalty: 5492.589844
	Iteration 63Q: 3 clusters Score -6244083 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -6244066.000000 Penalty: 5492.589844
	Iteration 64Q: 3 clusters Score -6244066 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -6244077.500000 Penalty: 5492.589844
	Iteration 65Q: 3 clusters Score -6244078 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -6244083.500000 Penalty: 5492.589844
	Iteration 66Q: 3 clusters Score -6244084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -6244095.000000 Penalty: 5492.589844
	Iteration 67Q: 3 clusters Score -6244095 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -6244103.500000 Penalty: 5492.589844
	Iteration 68Q: 3 clusters Score -6244104 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -6244084.000000 Penalty: 5492.589844
	Iteration 69Q: 3 clusters Score -6244084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -6244081.500000 Penalty: 5492.589844
	Iteration 70Q: 3 clusters Score -6244082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -6244076.000000 Penalty: 5492.589844
	Iteration 71Q: 3 clusters Score -6244076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -6244080.500000 Penalty: 5492.589844
	Iteration 72Q: 3 clusters Score -6244080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -6244088.500000 Penalty: 5492.589844
	Iteration 73Q: 3 clusters Score -6244088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -6244090.500000 Penalty: 5492.589844
	Iteration 74Q: 3 clusters Score -6244090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -6244100.500000 Penalty: 5492.589844
	Iteration 75Q: 3 clusters Score -6244100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -6244101.500000 Penalty: 5492.589844
	Iteration 76Q: 3 clusters Score -6244102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -6244095.000000 Penalty: 5492.589844
	Iteration 77Q: 3 clusters Score -6244095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -6244097.500000 Penalty: 5492.589844
	Iteration 78Q: 3 clusters Score -6244098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -6244097.000000 Penalty: 5492.589844
	Iteration 79Q: 3 clusters Score -6244097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -6244094.500000 Penalty: 5492.589844
	Iteration 80F: 3 clusters Score -6244094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -6244106.500000 Penalty: 5492.589844
	Iteration 81Q: 3 clusters Score -6244106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -6244099.000000 Penalty: 5492.589844
	Iteration 82Q: 3 clusters Score -6244099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -6244102.500000 Penalty: 5492.589844
	Iteration 83Q: 3 clusters Score -6244102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -6244097.000000 Penalty: 5492.589844
	Iteration 84Q: 3 clusters Score -6244097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -6244101.000000 Penalty: 5492.589844
	Iteration 85Q: 3 clusters Score -6244101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -6244101.000000 Penalty: 5492.589844
	Iteration 86Q: 3 clusters Score -6244101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -6244105.000000 Penalty: 5492.589844
	Iteration 87Q: 3 clusters Score -6244105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -6244109.500000 Penalty: 5492.589844
	Iteration 88Q: 3 clusters Score -6244110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -6244111.000000 Penalty: 5492.589844
	Iteration 89Q: 3 clusters Score -6244111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -6244107.500000 Penalty: 5492.589844
	Iteration 90Q: 3 clusters Score -6244108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -6244108.000000 Penalty: 5492.589844
	Iteration 91Q: 3 clusters Score -6244108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -6244110.000000 Penalty: 5492.589844
	Iteration 92Q: 3 clusters Score -6244110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -6244116.500000 Penalty: 5492.589844
	Iteration 93Q: 3 clusters Score -6244116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -6244122.000000 Penalty: 5492.589844
	Iteration 94Q: 3 clusters Score -6244122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -6244116.500000 Penalty: 5492.589844
	Iteration 95Q: 3 clusters Score -6244116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -6244120.500000 Penalty: 5492.589844
	Iteration 96Q: 3 clusters Score -6244120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -6244118.000000 Penalty: 5492.589844
	Iteration 97Q: 3 clusters Score -6244118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -6244127.000000 Penalty: 5492.589844
	Iteration 98Q: 3 clusters Score -6244127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -6244126.000000 Penalty: 5492.589844
	Iteration 99Q: 3 clusters Score -6244126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -6244120.500000 Penalty: 5492.589844
	Iteration 100F: 3 clusters Score -6244120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -6244122.000000 Penalty: 5492.589844
	Iteration 101Q: 3 clusters Score -6244122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -6244108.500000 Penalty: 5492.589844
	Iteration 102Q: 3 clusters Score -6244108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -6244116.000000 Penalty: 5492.589844
	Iteration 103Q: 3 clusters Score -6244116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -6244109.500000 Penalty: 5492.589844
	Iteration 104Q: 3 clusters Score -6244110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -6244119.500000 Penalty: 5492.589844
	Iteration 105Q: 3 clusters Score -6244120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -6244116.500000 Penalty: 5492.589844
	Iteration 106Q: 3 clusters Score -6244116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -6244115.000000 Penalty: 5492.589844
	Iteration 107Q: 3 clusters Score -6244115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -6244116.500000 Penalty: 5492.589844
	Iteration 108Q: 3 clusters Score -6244116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -6244119.500000 Penalty: 5492.589844
	Iteration 109Q: 3 clusters Score -6244120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -6244135.000000 Penalty: 5492.589844
	Iteration 110Q: 3 clusters Score -6244135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -6244127.000000 Penalty: 5492.589844
	Iteration 111Q: 3 clusters Score -6244127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -6244129.000000 Penalty: 5492.589844
	Iteration 112Q: 3 clusters Score -6244129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -6244131.500000 Penalty: 5492.589844
	Iteration 113Q: 3 clusters Score -6244132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -6244131.000000 Penalty: 5492.589844
	Iteration 114Q: 3 clusters Score -6244131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -6244134.000000 Penalty: 5492.589844
	Iteration 115Q: 3 clusters Score -6244134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -6244133.500000 Penalty: 5492.589844
	Iteration 116Q: 3 clusters Score -6244134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -6244133.500000 Penalty: 5492.589844
	Iteration 117F: 3 clusters Score -6244134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Entering Unmasked Estep 
Score: -2562063.750000 Penalty: 2543.925781
	Iteration 0F: 2 clusters Score -2562064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2542444.750000 Penalty: 5087.851562
	Iteration 0F: 3 clusters Score -2542445 nChanged 12925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2549730.500000 Penalty: 5087.851562
	Iteration 1F: 3 clusters Score -2549730 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2550523.500000 Penalty: 5087.851562
	Iteration 2F: 3 clusters Score -2550524 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2551317.500000 Penalty: 5087.851562
	Iteration 3F: 3 clusters Score -2551318 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2552086.750000 Penalty: 5087.851562
	Iteration 4F: 3 clusters Score -2552087 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2552816.750000 Penalty: 5087.851562
	Iteration 5F: 3 clusters Score -2552817 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2553526.250000 Penalty: 5087.851562
	Iteration 6F: 3 clusters Score -2553526 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2554221.000000 Penalty: 5087.851562
	Iteration 7Q: 3 clusters Score -2554221 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2554855.250000 Penalty: 5087.851562
	Iteration 8Q: 3 clusters Score -2554855 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2555402.500000 Penalty: 5087.851562
	Iteration 9Q: 3 clusters Score -2555402 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2555879.500000 Penalty: 5087.851562
	Iteration 10Q: 3 clusters Score -2555880 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2556298.000000 Penalty: 5087.851562
	Iteration 11Q: 3 clusters Score -2556298 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2556654.750000 Penalty: 5087.851562
	Iteration 12Q: 3 clusters Score -2556655 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2556995.250000 Penalty: 5087.851562
	Iteration 13Q: 3 clusters Score -2556995 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2557353.500000 Penalty: 5087.851562
	Iteration 14Q: 3 clusters Score -2557354 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2557738.250000 Penalty: 5087.851562
	Iteration 15Q: 3 clusters Score -2557738 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2558105.250000 Penalty: 5087.851562
	Iteration 16Q: 3 clusters Score -2558105 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2558444.250000 Penalty: 5087.851562
	Iteration 17Q: 3 clusters Score -2558444 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2558760.750000 Penalty: 5087.851562
	Iteration 18Q: 3 clusters Score -2558761 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2559043.500000 Penalty: 5087.851562
	Iteration 19Q: 3 clusters Score -2559044 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2559384.250000 Penalty: 5087.851562
	Iteration 20F: 3 clusters Score -2559384 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2559734.250000 Penalty: 5087.851562
	Iteration 21Q: 3 clusters Score -2559734 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2559980.500000 Penalty: 5087.851562
	Iteration 22Q: 3 clusters Score -2559980 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2560151.250000 Penalty: 5087.851562
	Iteration 23Q: 3 clusters Score -2560151 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2560272.250000 Penalty: 5087.851562
	Iteration 24Q: 3 clusters Score -2560272 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2560364.000000 Penalty: 5087.851562
	Iteration 25Q: 3 clusters Score -2560364 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2560437.500000 Penalty: 5087.851562
	Iteration 26Q: 3 clusters Score -2560438 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2560485.500000 Penalty: 5087.851562
	Iteration 27Q: 3 clusters Score -2560486 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2560527.750000 Penalty: 5087.851562
	Iteration 28Q: 3 clusters Score -2560528 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2560546.250000 Penalty: 5087.851562
	Iteration 29Q: 3 clusters Score -2560546 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2560582.000000 Penalty: 5087.851562
	Iteration 30Q: 3 clusters Score -2560582 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2560621.250000 Penalty: 5087.851562
	Iteration 31Q: 3 clusters Score -2560621 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2560648.000000 Penalty: 5087.851562
	Iteration 32Q: 3 clusters Score -2560648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2560665.000000 Penalty: 5087.851562
	Iteration 33Q: 3 clusters Score -2560665 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2560684.250000 Penalty: 5087.851562
	Iteration 34Q: 3 clusters Score -2560684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2560693.000000 Penalty: 5087.851562
	Iteration 35Q: 3 clusters Score -2560693 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2560708.750000 Penalty: 5087.851562
	Iteration 36Q: 3 clusters Score -2560709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2560717.750000 Penalty: 5087.851562
	Iteration 37Q: 3 clusters Score -2560718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2560733.250000 Penalty: 5087.851562
	Iteration 38Q: 3 clusters Score -2560733 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2560744.250000 Penalty: 5087.851562
	Iteration 39Q: 3 clusters Score -2560744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2560752.250000 Penalty: 5087.851562
	Iteration 40F: 3 clusters Score -2560752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2560769.500000 Penalty: 5087.851562
	Iteration 41Q: 3 clusters Score -2560770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2560783.750000 Penalty: 5087.851562
	Iteration 42Q: 3 clusters Score -2560784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2560796.750000 Penalty: 5087.851562
	Iteration 43Q: 3 clusters Score -2560797 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2560817.500000 Penalty: 5087.851562
	Iteration 44Q: 3 clusters Score -2560818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2560830.000000 Penalty: 5087.851562
	Iteration 45Q: 3 clusters Score -2560830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2560829.750000 Penalty: 5087.851562
	Iteration 46Q: 3 clusters Score -2560830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2560843.250000 Penalty: 5087.851562
	Iteration 47Q: 3 clusters Score -2560843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2560849.750000 Penalty: 5087.851562
	Iteration 48Q: 3 clusters Score -2560850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2560859.000000 Penalty: 5087.851562
	Iteration 49Q: 3 clusters Score -2560859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2560865.000000 Penalty: 5087.851562
	Iteration 50Q: 3 clusters Score -2560865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2560864.500000 Penalty: 5087.851562
	Iteration 51Q: 3 clusters Score -2560864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2560868.000000 Penalty: 5087.851562
	Iteration 52Q: 3 clusters Score -2560868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2560868.500000 Penalty: 5087.851562
	Iteration 53Q: 3 clusters Score -2560868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2560868.000000 Penalty: 5087.851562
	Iteration 54Q: 3 clusters Score -2560868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2560868.500000 Penalty: 5087.851562
	Iteration 55Q: 3 clusters Score -2560868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2560871.250000 Penalty: 5087.851562
	Iteration 56Q: 3 clusters Score -2560871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2560873.500000 Penalty: 5087.851562
	Iteration 57Q: 3 clusters Score -2560874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2560873.250000 Penalty: 5087.851562
	Iteration 58Q: 3 clusters Score -2560873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2560872.250000 Penalty: 5087.851562
	Iteration 59Q: 3 clusters Score -2560872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2560880.000000 Penalty: 5087.851562
	Iteration 60F: 3 clusters Score -2560880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2560881.000000 Penalty: 5087.851562
	Iteration 61Q: 3 clusters Score -2560881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2560886.000000 Penalty: 5087.851562
	Iteration 62Q: 3 clusters Score -2560886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2560881.250000 Penalty: 5087.851562
	Iteration 63Q: 3 clusters Score -2560881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2560883.250000 Penalty: 5087.851562
	Iteration 64Q: 3 clusters Score -2560883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2560889.000000 Penalty: 5087.851562
	Iteration 65Q: 3 clusters Score -2560889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2560889.750000 Penalty: 5087.851562
	Iteration 66Q: 3 clusters Score -2560890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2560894.750000 Penalty: 5087.851562
	Iteration 67Q: 3 clusters Score -2560895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2560890.750000 Penalty: 5087.851562
	Iteration 68Q: 3 clusters Score -2560891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2560895.500000 Penalty: 5087.851562
	Iteration 69Q: 3 clusters Score -2560896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2560896.750000 Penalty: 5087.851562
	Iteration 70Q: 3 clusters Score -2560897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2560896.500000 Penalty: 5087.851562
	Iteration 71Q: 3 clusters Score -2560896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2560898.750000 Penalty: 5087.851562
	Iteration 72Q: 3 clusters Score -2560899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2560898.750000 Penalty: 5087.851562
	Iteration 73F: 3 clusters Score -2560899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -572294.250000 Penalty: 2189.684326
	Iteration 0F: 2 clusters Score -572294.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -566723.187500 Penalty: 4379.368652
	Iteration 0F: 3 clusters Score -566723.2 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -568583.750000 Penalty: 4379.368652
	Iteration 1F: 3 clusters Score -568583.8 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -569262.187500 Penalty: 4379.368652
	Iteration 2F: 3 clusters Score -569262.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -569943.750000 Penalty: 4379.368652
	Iteration 3F: 3 clusters Score -569943.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -570593.875000 Penalty: 4379.368652
	Iteration 4F: 3 clusters Score -570593.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -571094.437500 Penalty: 4379.368652
	Iteration 5F: 3 clusters Score -571094.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -571402.312500 Penalty: 4379.368652
	Iteration 6Q: 3 clusters Score -571402.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -571604.062500 Penalty: 4379.368652
	Iteration 7Q: 3 clusters Score -571604.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -571725.812500 Penalty: 4379.368652
	Iteration 8Q: 3 clusters Score -571725.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -571789.875000 Penalty: 4379.368652
	Iteration 9Q: 3 clusters Score -571789.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -571835.312500 Penalty: 4379.368652
	Iteration 10Q: 3 clusters Score -571835.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -571858.687500 Penalty: 4379.368652
	Iteration 11Q: 3 clusters Score -571858.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -571874.500000 Penalty: 4379.368652
	Iteration 12Q: 3 clusters Score -571874.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -571890.625000 Penalty: 4379.368652
	Iteration 13Q: 3 clusters Score -571890.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -571904.687500 Penalty: 4379.368652
	Iteration 14Q: 3 clusters Score -571904.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -571919.187500 Penalty: 4379.368652
	Iteration 15Q: 3 clusters Score -571919.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -571936.187500 Penalty: 4379.368652
	Iteration 16Q: 3 clusters Score -571936.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -571945.500000 Penalty: 4379.368652
	Iteration 17Q: 3 clusters Score -571945.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -571953.500000 Penalty: 4379.368652
	Iteration 18Q: 3 clusters Score -571953.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -571961.125000 Penalty: 4379.368652
	Iteration 19Q: 3 clusters Score -571961.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -571965.562500 Penalty: 4379.368652
	Iteration 20F: 3 clusters Score -571965.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -571973.187500 Penalty: 4379.368652
	Iteration 21Q: 3 clusters Score -571973.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -571981.187500 Penalty: 4379.368652
	Iteration 22Q: 3 clusters Score -571981.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -571989.062500 Penalty: 4379.368652
	Iteration 23Q: 3 clusters Score -571989.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -571991.062500 Penalty: 4379.368652
	Iteration 24Q: 3 clusters Score -571991.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -571995.875000 Penalty: 4379.368652
	Iteration 25Q: 3 clusters Score -571995.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -571995.750000 Penalty: 4379.368652
	Iteration 26Q: 3 clusters Score -571995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -571996.437500 Penalty: 4379.368652
	Iteration 27Q: 3 clusters Score -571996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -571996.312500 Penalty: 4379.368652
	Iteration 28Q: 3 clusters Score -571996.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -571996.187500 Penalty: 4379.368652
	Iteration 29Q: 3 clusters Score -571996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -571996.187500 Penalty: 4379.368652
	Iteration 30F: 3 clusters Score -571996.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Entering Unmasked Estep 
Score: -825453.687500 Penalty: 2237.685791
	Iteration 0F: 2 clusters Score -825453.7 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 4079 members 
Entering Unmasked Estep 
Score: -818886.625000 Penalty: 4475.371582
	Iteration 0F: 3 clusters Score -818886.6 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -820672.937500 Penalty: 4475.371582
	Iteration 1F: 3 clusters Score -820672.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -820950.000000 Penalty: 4475.371582
	Iteration 2F: 3 clusters Score -820950 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -821136.937500 Penalty: 4475.371582
	Iteration 3Q: 3 clusters Score -821136.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -821271.187500 Penalty: 4475.371582
	Iteration 4Q: 3 clusters Score -821271.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -821413.687500 Penalty: 4475.371582
	Iteration 5Q: 3 clusters Score -821413.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -821551.312500 Penalty: 4475.371582
	Iteration 6Q: 3 clusters Score -821551.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -821683.875000 Penalty: 4475.371582
	Iteration 7Q: 3 clusters Score -821683.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -821811.000000 Penalty: 4475.371582
	Iteration 8Q: 3 clusters Score -821811 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -821940.937500 Penalty: 4475.371582
	Iteration 9Q: 3 clusters Score -821940.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -822076.125000 Penalty: 4475.371582
	Iteration 10Q: 3 clusters Score -822076.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -822230.062500 Penalty: 4475.371582
	Iteration 11Q: 3 clusters Score -822230.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -822394.750000 Penalty: 4475.371582
	Iteration 12Q: 3 clusters Score -822394.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -822563.062500 Penalty: 4475.371582
	Iteration 13Q: 3 clusters Score -822563.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -822728.125000 Penalty: 4475.371582
	Iteration 14Q: 3 clusters Score -822728.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -822859.625000 Penalty: 4475.371582
	Iteration 15Q: 3 clusters Score -822859.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -822951.062500 Penalty: 4475.371582
	Iteration 16Q: 3 clusters Score -822951.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -823033.437500 Penalty: 4475.371582
	Iteration 17Q: 3 clusters Score -823033.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -823092.625000 Penalty: 4475.371582
	Iteration 18Q: 3 clusters Score -823092.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -823160.250000 Penalty: 4475.371582
	Iteration 19Q: 3 clusters Score -823160.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -823227.125000 Penalty: 4475.371582
	Iteration 20F: 3 clusters Score -823227.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -823276.812500 Penalty: 4475.371582
	Iteration 21Q: 3 clusters Score -823276.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -823322.812500 Penalty: 4475.371582
	Iteration 22Q: 3 clusters Score -823322.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -823359.125000 Penalty: 4475.371582
	Iteration 23Q: 3 clusters Score -823359.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -823396.937500 Penalty: 4475.371582
	Iteration 24Q: 3 clusters Score -823396.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -823425.625000 Penalty: 4475.371582
	Iteration 25Q: 3 clusters Score -823425.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -823462.937500 Penalty: 4475.371582
	Iteration 26Q: 3 clusters Score -823462.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -823490.687500 Penalty: 4475.371582
	Iteration 27Q: 3 clusters Score -823490.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -823510.937500 Penalty: 4475.371582
	Iteration 28Q: 3 clusters Score -823510.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -823534.687500 Penalty: 4475.371582
	Iteration 29Q: 3 clusters Score -823534.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -823558.375000 Penalty: 4475.371582
	Iteration 30Q: 3 clusters Score -823558.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -823567.750000 Penalty: 4475.371582
	Iteration 31Q: 3 clusters Score -823567.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -823575.875000 Penalty: 4475.371582
	Iteration 32Q: 3 clusters Score -823575.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -823583.750000 Penalty: 4475.371582
	Iteration 33Q: 3 clusters Score -823583.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -823588.125000 Penalty: 4475.371582
	Iteration 34Q: 3 clusters Score -823588.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -823593.125000 Penalty: 4475.371582
	Iteration 35Q: 3 clusters Score -823593.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -823595.562500 Penalty: 4475.371582
	Iteration 36Q: 3 clusters Score -823595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -823597.625000 Penalty: 4475.371582
	Iteration 37Q: 3 clusters Score -823597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -823599.750000 Penalty: 4475.371582
	Iteration 38Q: 3 clusters Score -823599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -823599.187500 Penalty: 4475.371582
	Iteration 39Q: 3 clusters Score -823599.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -823599.812500 Penalty: 4475.371582
	Iteration 40F: 3 clusters Score -823599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -823602.062500 Penalty: 4475.371582
	Iteration 41Q: 3 clusters Score -823602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -823604.937500 Penalty: 4475.371582
	Iteration 42Q: 3 clusters Score -823604.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -823606.562500 Penalty: 4475.371582
	Iteration 43Q: 3 clusters Score -823606.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -823608.125000 Penalty: 4475.371582
	Iteration 44Q: 3 clusters Score -823608.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -823608.500000 Penalty: 4475.371582
	Iteration 45Q: 3 clusters Score -823608.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -823609.187500 Penalty: 4475.371582
	Iteration 46Q: 3 clusters Score -823609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -823609.875000 Penalty: 4475.371582
	Iteration 47Q: 3 clusters Score -823609.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -823611.562500 Penalty: 4475.371582
	Iteration 48Q: 3 clusters Score -823611.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -823614.312500 Penalty: 4475.371582
	Iteration 49Q: 3 clusters Score -823614.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -823618.062500 Penalty: 4475.371582
	Iteration 50Q: 3 clusters Score -823618.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -823619.687500 Penalty: 4475.371582
	Iteration 51Q: 3 clusters Score -823619.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -823621.875000 Penalty: 4475.371582
	Iteration 52Q: 3 clusters Score -823621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -823624.562500 Penalty: 4475.371582
	Iteration 53Q: 3 clusters Score -823624.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -823625.437500 Penalty: 4475.371582
	Iteration 54Q: 3 clusters Score -823625.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -823628.000000 Penalty: 4475.371582
	Iteration 55Q: 3 clusters Score -823628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -823628.687500 Penalty: 4475.371582
	Iteration 56Q: 3 clusters Score -823628.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -823630.187500 Penalty: 4475.371582
	Iteration 57Q: 3 clusters Score -823630.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -823630.187500 Penalty: 4475.371582
	Iteration 58F: 3 clusters Score -823630.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (74207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74207 members 
Entering Unmasked Estep 
Score: -7194656.000000 Penalty: 2781.224365
	Iteration 0F: 2 clusters Score -7194656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -7144824.500000 Penalty: 5562.448730
	Iteration 0F: 3 clusters Score -7144824 nChanged 34800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -7164834.000000 Penalty: 5562.448730
	Iteration 1F: 3 clusters Score -7164834 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -7165587.000000 Penalty: 5562.448730
	Iteration 2Q: 3 clusters Score -7165587 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -7166397.000000 Penalty: 5562.448730
	Iteration 3Q: 3 clusters Score -7166397 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -7167357.500000 Penalty: 5562.448730
	Iteration 4Q: 3 clusters Score -7167358 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -7168526.000000 Penalty: 5562.448730
	Iteration 5Q: 3 clusters Score -7168526 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -7170102.500000 Penalty: 5562.448730
	Iteration 6Q: 3 clusters Score -7170102 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -7171905.000000 Penalty: 5562.448730
	Iteration 7F: 3 clusters Score -7171905 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -7173984.500000 Penalty: 5562.448730
	Iteration 8F: 3 clusters Score -7173984 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -7176417.000000 Penalty: 5562.448730
	Iteration 9F: 3 clusters Score -7176417 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 57597 members 
Entering Unmasked Estep 
Score: -7179282.500000 Penalty: 5562.448730
	Iteration 10F: 3 clusters Score -7179282 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -7182283.000000 Penalty: 5562.448730
	Iteration 11F: 3 clusters Score -7182283 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -7184990.500000 Penalty: 5562.448730
	Iteration 12Q: 3 clusters Score -7184990 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 67544 members 
Entering Unmasked Estep 
Score: -7187213.500000 Penalty: 5562.448730
	Iteration 13Q: 3 clusters Score -7187214 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 69591 members 
Entering Unmasked Estep 
Score: -7188797.500000 Penalty: 5562.448730
	Iteration 14Q: 3 clusters Score -7188798 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 71146 members 
Entering Unmasked Estep 
Score: -7190048.000000 Penalty: 5562.448730
	Iteration 15Q: 3 clusters Score -7190048 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 72203 members 
Entering Unmasked Estep 
Score: -7190891.000000 Penalty: 5562.448730
	Iteration 16Q: 3 clusters Score -7190891 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 72888 members 
Entering Unmasked Estep 
Score: -7191417.500000 Penalty: 5562.448730
	Iteration 17Q: 3 clusters Score -7191418 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -7191730.000000 Penalty: 5562.448730
	Iteration 18Q: 3 clusters Score -7191730 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 73481 members 
Entering Unmasked Estep 
Score: -7191912.500000 Penalty: 5562.448730
	Iteration 19Q: 3 clusters Score -7191912 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -7192014.500000 Penalty: 5562.448730
	Iteration 20F: 3 clusters Score -7192014 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 73664 members 
Entering Unmasked Estep 
Score: -7192093.500000 Penalty: 5562.448730
	Iteration 21Q: 3 clusters Score -7192094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 73707 members 
Entering Unmasked Estep 
Score: -7192143.500000 Penalty: 5562.448730
	Iteration 22Q: 3 clusters Score -7192144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 73729 members 
Entering Unmasked Estep 
Score: -7192178.500000 Penalty: 5562.448730
	Iteration 23Q: 3 clusters Score -7192178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 73745 members 
Entering Unmasked Estep 
Score: -7192202.500000 Penalty: 5562.448730
	Iteration 24Q: 3 clusters Score -7192202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 73756 members 
Entering Unmasked Estep 
Score: -7192223.500000 Penalty: 5562.448730
	Iteration 25Q: 3 clusters Score -7192224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -7192259.500000 Penalty: 5562.448730
	Iteration 26Q: 3 clusters Score -7192260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 73780 members 
Entering Unmasked Estep 
Score: -7192270.000000 Penalty: 5562.448730
	Iteration 27Q: 3 clusters Score -7192270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -7192278.000000 Penalty: 5562.448730
	Iteration 28Q: 3 clusters Score -7192278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -7192280.500000 Penalty: 5562.448730
	Iteration 29Q: 3 clusters Score -7192280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -7192283.000000 Penalty: 5562.448730
	Iteration 30Q: 3 clusters Score -7192283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -7192287.000000 Penalty: 5562.448730
	Iteration 31Q: 3 clusters Score -7192287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -7192284.000000 Penalty: 5562.448730
	Iteration 32Q: 3 clusters Score -7192284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -7192292.000000 Penalty: 5562.448730
	Iteration 33Q: 3 clusters Score -7192292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -7192295.000000 Penalty: 5562.448730
	Iteration 34Q: 3 clusters Score -7192295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -7192299.500000 Penalty: 5562.448730
	Iteration 35Q: 3 clusters Score -7192300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -7192299.500000 Penalty: 5562.448730
	Iteration 36Q: 3 clusters Score -7192300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 73797 members 
Entering Unmasked Estep 
Score: -7192297.000000 Penalty: 5562.448730
	Iteration 37Q: 3 clusters Score -7192297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -7192302.000000 Penalty: 5562.448730
	Iteration 38Q: 3 clusters Score -7192302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 73801 members 
Entering Unmasked Estep 
Score: -7192303.000000 Penalty: 5562.448730
	Iteration 39Q: 3 clusters Score -7192303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 73802 members 
Entering Unmasked Estep 
Score: -7192302.000000 Penalty: 5562.448730
	Iteration 40F: 3 clusters Score -7192302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Entering Unmasked Estep 
Score: -930669.500000 Penalty: 2279.078369
	Iteration 0F: 2 clusters Score -930669.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -923167.562500 Penalty: 4558.156738
	Iteration 0F: 3 clusters Score -923167.6 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -925525.625000 Penalty: 4558.156738
	Iteration 1F: 3 clusters Score -925525.6 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -926230.500000 Penalty: 4558.156738
	Iteration 2F: 3 clusters Score -926230.5 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -926984.437500 Penalty: 4558.156738
	Iteration 3F: 3 clusters Score -926984.4 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -927746.562500 Penalty: 4558.156738
	Iteration 4F: 3 clusters Score -927746.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -928331.562500 Penalty: 4558.156738
	Iteration 5F: 3 clusters Score -928331.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -928690.125000 Penalty: 4558.156738
	Iteration 6F: 3 clusters Score -928690.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -928912.437500 Penalty: 4558.156738
	Iteration 7Q: 3 clusters Score -928912.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -929049.875000 Penalty: 4558.156738
	Iteration 8Q: 3 clusters Score -929049.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -929135.312500 Penalty: 4558.156738
	Iteration 9Q: 3 clusters Score -929135.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -929186.187500 Penalty: 4558.156738
	Iteration 10Q: 3 clusters Score -929186.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -929236.750000 Penalty: 4558.156738
	Iteration 11Q: 3 clusters Score -929236.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -929276.000000 Penalty: 4558.156738
	Iteration 12Q: 3 clusters Score -929276 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -929305.875000 Penalty: 4558.156738
	Iteration 13Q: 3 clusters Score -929305.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -929331.000000 Penalty: 4558.156738
	Iteration 14Q: 3 clusters Score -929331 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -929360.937500 Penalty: 4558.156738
	Iteration 15Q: 3 clusters Score -929360.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -929380.750000 Penalty: 4558.156738
	Iteration 16Q: 3 clusters Score -929380.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -929401.062500 Penalty: 4558.156738
	Iteration 17Q: 3 clusters Score -929401.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -929422.687500 Penalty: 4558.156738
	Iteration 18Q: 3 clusters Score -929422.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -929440.312500 Penalty: 4558.156738
	Iteration 19Q: 3 clusters Score -929440.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -929461.250000 Penalty: 4558.156738
	Iteration 20F: 3 clusters Score -929461.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -929490.687500 Penalty: 4558.156738
	Iteration 21Q: 3 clusters Score -929490.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -929515.500000 Penalty: 4558.156738
	Iteration 22Q: 3 clusters Score -929515.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -929544.875000 Penalty: 4558.156738
	Iteration 23Q: 3 clusters Score -929544.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -929585.687500 Penalty: 4558.156738
	Iteration 24Q: 3 clusters Score -929585.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -929619.625000 Penalty: 4558.156738
	Iteration 25Q: 3 clusters Score -929619.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -929652.125000 Penalty: 4558.156738
	Iteration 26Q: 3 clusters Score -929652.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -929675.312500 Penalty: 4558.156738
	Iteration 27Q: 3 clusters Score -929675.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -929702.500000 Penalty: 4558.156738
	Iteration 28Q: 3 clusters Score -929702.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -929732.125000 Penalty: 4558.156738
	Iteration 29Q: 3 clusters Score -929732.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -929754.437500 Penalty: 4558.156738
	Iteration 30Q: 3 clusters Score -929754.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -929776.687500 Penalty: 4558.156738
	Iteration 31Q: 3 clusters Score -929776.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -929798.250000 Penalty: 4558.156738
	Iteration 32Q: 3 clusters Score -929798.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -929821.750000 Penalty: 4558.156738
	Iteration 33Q: 3 clusters Score -929821.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -929840.875000 Penalty: 4558.156738
	Iteration 34Q: 3 clusters Score -929840.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -929858.250000 Penalty: 4558.156738
	Iteration 35Q: 3 clusters Score -929858.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -929879.875000 Penalty: 4558.156738
	Iteration 36Q: 3 clusters Score -929879.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -929896.812500 Penalty: 4558.156738
	Iteration 37Q: 3 clusters Score -929896.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -929911.437500 Penalty: 4558.156738
	Iteration 38Q: 3 clusters Score -929911.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -929929.562500 Penalty: 4558.156738
	Iteration 39Q: 3 clusters Score -929929.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -929945.375000 Penalty: 4558.156738
	Iteration 40F: 3 clusters Score -929945.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -929954.687500 Penalty: 4558.156738
	Iteration 41Q: 3 clusters Score -929954.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -929963.937500 Penalty: 4558.156738
	Iteration 42Q: 3 clusters Score -929963.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -929972.500000 Penalty: 4558.156738
	Iteration 43Q: 3 clusters Score -929972.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -929975.062500 Penalty: 4558.156738
	Iteration 44Q: 3 clusters Score -929975.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -929980.625000 Penalty: 4558.156738
	Iteration 45Q: 3 clusters Score -929980.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -929986.000000 Penalty: 4558.156738
	Iteration 46Q: 3 clusters Score -929986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -929987.000000 Penalty: 4558.156738
	Iteration 47Q: 3 clusters Score -929987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -929988.000000 Penalty: 4558.156738
	Iteration 48Q: 3 clusters Score -929988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -929990.250000 Penalty: 4558.156738
	Iteration 49Q: 3 clusters Score -929990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -929990.187500 Penalty: 4558.156738
	Iteration 50Q: 3 clusters Score -929990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -929991.875000 Penalty: 4558.156738
	Iteration 51Q: 3 clusters Score -929991.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -929992.500000 Penalty: 4558.156738
	Iteration 52Q: 3 clusters Score -929992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -929994.375000 Penalty: 4558.156738
	Iteration 53Q: 3 clusters Score -929994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -929993.687500 Penalty: 4558.156738
	Iteration 54Q: 3 clusters Score -929993.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -929993.687500 Penalty: 4558.156738
	Iteration 55F: 3 clusters Score -929993.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (228067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228067 members 
Entering Unmasked Estep 
Score: -22452118.000000 Penalty: 3059.673828
	Iteration 0F: 2 clusters Score -2.245212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114471 members 
Mstep: Class 2 contains 113596 members 
Entering Unmasked Estep 
Score: -22299410.000000 Penalty: 6119.347656
	Iteration 0F: 3 clusters Score -2.229941e+07 nChanged 110082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122509 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -22363930.000000 Penalty: 6119.347656
	Iteration 1F: 3 clusters Score -2.236393e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127829 members 
Mstep: Class 2 contains 100238 members 
Entering Unmasked Estep 
Score: -22365628.000000 Penalty: 6119.347656
	Iteration 2Q: 3 clusters Score -2.236563e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136142 members 
Mstep: Class 2 contains 91925 members 
Entering Unmasked Estep 
Score: -22369088.000000 Penalty: 6119.347656
	Iteration 3Q: 3 clusters Score -2.236909e+07 nChanged 12909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148739 members 
Mstep: Class 2 contains 79328 members 
Entering Unmasked Estep 
Score: -22375872.000000 Penalty: 6119.347656
	Iteration 4F: 3 clusters Score -2.237587e+07 nChanged 18160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166775 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -22389374.000000 Penalty: 6119.347656
	Iteration 5F: 3 clusters Score -2.238937e+07 nChanged 22252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188959 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -22409838.000000 Penalty: 6119.347656
	Iteration 6F: 3 clusters Score -2.240984e+07 nChanged 20197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209130 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -22430796.000000 Penalty: 6119.347656
	Iteration 7F: 3 clusters Score -2.24308e+07 nChanged 11999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221109 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -22443076.000000 Penalty: 6119.347656
	Iteration 8F: 3 clusters Score -2.244308e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225660 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -22447586.000000 Penalty: 6119.347656
	Iteration 9Q: 3 clusters Score -2.244759e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226951 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -22448738.000000 Penalty: 6119.347656
	Iteration 10Q: 3 clusters Score -2.244874e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227326 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -22449244.000000 Penalty: 6119.347656
	Iteration 11Q: 3 clusters Score -2.244924e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227447 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -22449492.000000 Penalty: 6119.347656
	Iteration 12Q: 3 clusters Score -2.244949e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227475 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -22449602.000000 Penalty: 6119.347656
	Iteration 13Q: 3 clusters Score -2.24496e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227488 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -22449704.000000 Penalty: 6119.347656
	Iteration 14Q: 3 clusters Score -2.24497e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227492 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -22449746.000000 Penalty: 6119.347656
	Iteration 15Q: 3 clusters Score -2.244975e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227508 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -22449822.000000 Penalty: 6119.347656
	Iteration 16Q: 3 clusters Score -2.244982e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227508 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -22449876.000000 Penalty: 6119.347656
	Iteration 17Q: 3 clusters Score -2.244988e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227503 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -22449928.000000 Penalty: 6119.347656
	Iteration 18Q: 3 clusters Score -2.244993e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227498 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -22449978.000000 Penalty: 6119.347656
	Iteration 19Q: 3 clusters Score -2.244998e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227492 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -22449982.000000 Penalty: 6119.347656
	Iteration 20F: 3 clusters Score -2.244998e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227488 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -22450000.000000 Penalty: 6119.347656
	Iteration 21Q: 3 clusters Score -2.245e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227474 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -22450020.000000 Penalty: 6119.347656
	Iteration 22Q: 3 clusters Score -2.245002e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227461 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -22450024.000000 Penalty: 6119.347656
	Iteration 23Q: 3 clusters Score -2.245002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227454 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -22450022.000000 Penalty: 6119.347656
	Iteration 24Q: 3 clusters Score -2.245002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227447 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -22450048.000000 Penalty: 6119.347656
	Iteration 25Q: 3 clusters Score -2.245005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227442 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -22450040.000000 Penalty: 6119.347656
	Iteration 26Q: 3 clusters Score -2.245004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227439 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22450050.000000 Penalty: 6119.347656
	Iteration 27Q: 3 clusters Score -2.245005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227435 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -22450060.000000 Penalty: 6119.347656
	Iteration 28Q: 3 clusters Score -2.245006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227433 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -22450052.000000 Penalty: 6119.347656
	Iteration 29Q: 3 clusters Score -2.245005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227433 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -22450046.000000 Penalty: 6119.347656
	Iteration 30Q: 3 clusters Score -2.245005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227430 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -22450040.000000 Penalty: 6119.347656
	Iteration 31Q: 3 clusters Score -2.245004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227428 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -22450034.000000 Penalty: 6119.347656
	Iteration 32Q: 3 clusters Score -2.245003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227428 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -22450034.000000 Penalty: 6119.347656
	Iteration 33F: 3 clusters Score -2.245003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Entering Unmasked Estep 
Score: -1256210.750000 Penalty: 2356.728027
	Iteration 0F: 2 clusters Score -1256211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1246350.750000 Penalty: 4713.456055
	Iteration 0F: 3 clusters Score -1246351 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1249446.125000 Penalty: 4713.456055
	Iteration 1F: 3 clusters Score -1249446 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1249812.875000 Penalty: 4713.456055
	Iteration 2F: 3 clusters Score -1249813 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1250100.750000 Penalty: 4713.456055
	Iteration 3Q: 3 clusters Score -1250101 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1250379.125000 Penalty: 4713.456055
	Iteration 4Q: 3 clusters Score -1250379 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1250686.625000 Penalty: 4713.456055
	Iteration 5Q: 3 clusters Score -1250687 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1251085.000000 Penalty: 4713.456055
	Iteration 6Q: 3 clusters Score -1251085 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1251555.500000 Penalty: 4713.456055
	Iteration 7Q: 3 clusters Score -1251556 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1252062.375000 Penalty: 4713.456055
	Iteration 8F: 3 clusters Score -1252062 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1252576.125000 Penalty: 4713.456055
	Iteration 9F: 3 clusters Score -1252576 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1252937.625000 Penalty: 4713.456055
	Iteration 10Q: 3 clusters Score -1252938 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1253183.250000 Penalty: 4713.456055
	Iteration 11Q: 3 clusters Score -1253183 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1253341.500000 Penalty: 4713.456055
	Iteration 12Q: 3 clusters Score -1253342 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1253458.500000 Penalty: 4713.456055
	Iteration 13Q: 3 clusters Score -1253458 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1253547.375000 Penalty: 4713.456055
	Iteration 14Q: 3 clusters Score -1253547 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1253620.750000 Penalty: 4713.456055
	Iteration 15Q: 3 clusters Score -1253621 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1253685.125000 Penalty: 4713.456055
	Iteration 16Q: 3 clusters Score -1253685 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1253738.000000 Penalty: 4713.456055
	Iteration 17Q: 3 clusters Score -1253738 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1253793.750000 Penalty: 4713.456055
	Iteration 18Q: 3 clusters Score -1253794 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1253857.375000 Penalty: 4713.456055
	Iteration 19Q: 3 clusters Score -1253857 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1253925.625000 Penalty: 4713.456055
	Iteration 20F: 3 clusters Score -1253926 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1254008.000000 Penalty: 4713.456055
	Iteration 21Q: 3 clusters Score -1254008 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1254093.500000 Penalty: 4713.456055
	Iteration 22Q: 3 clusters Score -1254094 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1254197.000000 Penalty: 4713.456055
	Iteration 23Q: 3 clusters Score -1254197 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1254304.000000 Penalty: 4713.456055
	Iteration 24Q: 3 clusters Score -1254304 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1254409.500000 Penalty: 4713.456055
	Iteration 25Q: 3 clusters Score -1254410 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1254496.375000 Penalty: 4713.456055
	Iteration 26Q: 3 clusters Score -1254496 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1254548.625000 Penalty: 4713.456055
	Iteration 27Q: 3 clusters Score -1254549 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1254604.500000 Penalty: 4713.456055
	Iteration 28Q: 3 clusters Score -1254604 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1254649.125000 Penalty: 4713.456055
	Iteration 29Q: 3 clusters Score -1254649 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1254670.625000 Penalty: 4713.456055
	Iteration 30Q: 3 clusters Score -1254671 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1254686.750000 Penalty: 4713.456055
	Iteration 31Q: 3 clusters Score -1254687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1254691.125000 Penalty: 4713.456055
	Iteration 32Q: 3 clusters Score -1254691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1254701.000000 Penalty: 4713.456055
	Iteration 33Q: 3 clusters Score -1254701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1254703.250000 Penalty: 4713.456055
	Iteration 34Q: 3 clusters Score -1254703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1254704.875000 Penalty: 4713.456055
	Iteration 35Q: 3 clusters Score -1254705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1254713.375000 Penalty: 4713.456055
	Iteration 36Q: 3 clusters Score -1254713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1254718.625000 Penalty: 4713.456055
	Iteration 37Q: 3 clusters Score -1254719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1254726.000000 Penalty: 4713.456055
	Iteration 38Q: 3 clusters Score -1254726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1254731.750000 Penalty: 4713.456055
	Iteration 39Q: 3 clusters Score -1254732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1254738.250000 Penalty: 4713.456055
	Iteration 40F: 3 clusters Score -1254738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1254739.500000 Penalty: 4713.456055
	Iteration 41Q: 3 clusters Score -1254740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1254739.625000 Penalty: 4713.456055
	Iteration 42Q: 3 clusters Score -1254740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1254746.750000 Penalty: 4713.456055
	Iteration 43Q: 3 clusters Score -1254747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1254748.875000 Penalty: 4713.456055
	Iteration 44Q: 3 clusters Score -1254749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1254752.000000 Penalty: 4713.456055
	Iteration 45Q: 3 clusters Score -1254752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1254753.000000 Penalty: 4713.456055
	Iteration 46Q: 3 clusters Score -1254753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1254754.375000 Penalty: 4713.456055
	Iteration 47Q: 3 clusters Score -1254754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1254755.500000 Penalty: 4713.456055
	Iteration 48Q: 3 clusters Score -1254756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1254756.125000 Penalty: 4713.456055
	Iteration 49Q: 3 clusters Score -1254756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1254754.250000 Penalty: 4713.456055
	Iteration 50Q: 3 clusters Score -1254754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1254753.125000 Penalty: 4713.456055
	Iteration 51Q: 3 clusters Score -1254753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1254756.500000 Penalty: 4713.456055
	Iteration 52Q: 3 clusters Score -1254756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1254759.250000 Penalty: 4713.456055
	Iteration 53Q: 3 clusters Score -1254759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1254760.750000 Penalty: 4713.456055
	Iteration 54Q: 3 clusters Score -1254761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1254758.625000 Penalty: 4713.456055
	Iteration 55Q: 3 clusters Score -1254759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1254757.875000 Penalty: 4713.456055
	Iteration 56Q: 3 clusters Score -1254758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1254757.875000 Penalty: 4713.456055
	Iteration 57F: 3 clusters Score -1254758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (222647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222647 members 
Entering Unmasked Estep 
Score: -21773874.000000 Penalty: 3053.708984
	Iteration 0F: 2 clusters Score -2.177387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111611 members 
Mstep: Class 2 contains 111036 members 
Entering Unmasked Estep 
Score: -21627246.000000 Penalty: 6107.417969
	Iteration 0F: 3 clusters Score -2.162725e+07 nChanged 107472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115919 members 
Mstep: Class 2 contains 106728 members 
Entering Unmasked Estep 
Score: -21689812.000000 Penalty: 6107.417969
	Iteration 1F: 3 clusters Score -2.168981e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118486 members 
Mstep: Class 2 contains 104161 members 
Entering Unmasked Estep 
Score: -21691258.000000 Penalty: 6107.417969
	Iteration 2Q: 3 clusters Score -2.169126e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122204 members 
Mstep: Class 2 contains 100443 members 
Entering Unmasked Estep 
Score: -21692818.000000 Penalty: 6107.417969
	Iteration 3Q: 3 clusters Score -2.169282e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127816 members 
Mstep: Class 2 contains 94831 members 
Entering Unmasked Estep 
Score: -21695284.000000 Penalty: 6107.417969
	Iteration 4Q: 3 clusters Score -2.169528e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136223 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
Score: -21699508.000000 Penalty: 6107.417969
	Iteration 5Q: 3 clusters Score -2.169951e+07 nChanged 12489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148504 members 
Mstep: Class 2 contains 74143 members 
Entering Unmasked Estep 
Score: -21706548.000000 Penalty: 6107.417969
	Iteration 6F: 3 clusters Score -2.170655e+07 nChanged 16940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165424 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -21719092.000000 Penalty: 6107.417969
	Iteration 7F: 3 clusters Score -2.171909e+07 nChanged 20937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186361 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -21737570.000000 Penalty: 6107.417969
	Iteration 8F: 3 clusters Score -2.173757e+07 nChanged 19241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205602 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -21755444.000000 Penalty: 6107.417969
	Iteration 9F: 3 clusters Score -2.175544e+07 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217040 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -21765872.000000 Penalty: 6107.417969
	Iteration 10F: 3 clusters Score -2.176587e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221184 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -21769694.000000 Penalty: 6107.417969
	Iteration 11Q: 3 clusters Score -2.176969e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222187 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -21770650.000000 Penalty: 6107.417969
	Iteration 12Q: 3 clusters Score -2.177065e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222380 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21770886.000000 Penalty: 6107.417969
	Iteration 13Q: 3 clusters Score -2.177089e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222428 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21771014.000000 Penalty: 6107.417969
	Iteration 14Q: 3 clusters Score -2.177101e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222437 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21771060.000000 Penalty: 6107.417969
	Iteration 15Q: 3 clusters Score -2.177106e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222443 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21771084.000000 Penalty: 6107.417969
	Iteration 16Q: 3 clusters Score -2.177108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222446 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21771098.000000 Penalty: 6107.417969
	Iteration 17Q: 3 clusters Score -2.17711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222447 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21771100.000000 Penalty: 6107.417969
	Iteration 18Q: 3 clusters Score -2.17711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222449 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21771124.000000 Penalty: 6107.417969
	Iteration 19Q: 3 clusters Score -2.177112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222451 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21771130.000000 Penalty: 6107.417969
	Iteration 20F: 3 clusters Score -2.177113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222451 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21771144.000000 Penalty: 6107.417969
	Iteration 21Q: 3 clusters Score -2.177114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222452 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21771148.000000 Penalty: 6107.417969
	Iteration 22Q: 3 clusters Score -2.177115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222454 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21771138.000000 Penalty: 6107.417969
	Iteration 23Q: 3 clusters Score -2.177114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222454 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21771146.000000 Penalty: 6107.417969
	Iteration 24Q: 3 clusters Score -2.177115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222455 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21771146.000000 Penalty: 6107.417969
	Iteration 25Q: 3 clusters Score -2.177115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222454 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21771162.000000 Penalty: 6107.417969
	Iteration 26Q: 3 clusters Score -2.177116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222454 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21771162.000000 Penalty: 6107.417969
	Iteration 27F: 3 clusters Score -2.177116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Entering Unmasked Estep 
Score: -548108.562500 Penalty: 2152.680176
	Iteration 0F: 2 clusters Score -548108.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -543063.000000 Penalty: 4305.360352
	Iteration 0F: 3 clusters Score -543063 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -544286.812500 Penalty: 4305.360352
	Iteration 1F: 3 clusters Score -544286.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -544518.937500 Penalty: 4305.360352
	Iteration 2F: 3 clusters Score -544518.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -544696.375000 Penalty: 4305.360352
	Iteration 3F: 3 clusters Score -544696.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -544841.875000 Penalty: 4305.360352
	Iteration 4Q: 3 clusters Score -544841.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -544995.500000 Penalty: 4305.360352
	Iteration 5Q: 3 clusters Score -544995.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -545182.562500 Penalty: 4305.360352
	Iteration 6Q: 3 clusters Score -545182.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -545380.937500 Penalty: 4305.360352
	Iteration 7Q: 3 clusters Score -545380.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -545598.562500 Penalty: 4305.360352
	Iteration 8Q: 3 clusters Score -545598.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -545798.375000 Penalty: 4305.360352
	Iteration 9Q: 3 clusters Score -545798.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -545984.437500 Penalty: 4305.360352
	Iteration 10Q: 3 clusters Score -545984.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -546123.000000 Penalty: 4305.360352
	Iteration 11Q: 3 clusters Score -546123 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -546246.000000 Penalty: 4305.360352
	Iteration 12Q: 3 clusters Score -546246 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -546332.937500 Penalty: 4305.360352
	Iteration 13Q: 3 clusters Score -546332.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -546394.687500 Penalty: 4305.360352
	Iteration 14Q: 3 clusters Score -546394.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -546435.562500 Penalty: 4305.360352
	Iteration 15Q: 3 clusters Score -546435.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -546463.562500 Penalty: 4305.360352
	Iteration 16Q: 3 clusters Score -546463.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -546490.312500 Penalty: 4305.360352
	Iteration 17Q: 3 clusters Score -546490.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -546508.750000 Penalty: 4305.360352
	Iteration 18Q: 3 clusters Score -546508.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -546519.187500 Penalty: 4305.360352
	Iteration 19Q: 3 clusters Score -546519.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -546526.437500 Penalty: 4305.360352
	Iteration 20F: 3 clusters Score -546526.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -546532.062500 Penalty: 4305.360352
	Iteration 21Q: 3 clusters Score -546532.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -546535.562500 Penalty: 4305.360352
	Iteration 22Q: 3 clusters Score -546535.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -546538.562500 Penalty: 4305.360352
	Iteration 23Q: 3 clusters Score -546538.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -546542.500000 Penalty: 4305.360352
	Iteration 24Q: 3 clusters Score -546542.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -546545.125000 Penalty: 4305.360352
	Iteration 25Q: 3 clusters Score -546545.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -546550.375000 Penalty: 4305.360352
	Iteration 26Q: 3 clusters Score -546550.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -546553.250000 Penalty: 4305.360352
	Iteration 27Q: 3 clusters Score -546553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -546556.187500 Penalty: 4305.360352
	Iteration 28Q: 3 clusters Score -546556.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -546559.062500 Penalty: 4305.360352
	Iteration 29Q: 3 clusters Score -546559.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -546561.687500 Penalty: 4305.360352
	Iteration 30Q: 3 clusters Score -546561.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -546561.687500 Penalty: 4305.360352
	Iteration 31Q: 3 clusters Score -546561.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -546563.062500 Penalty: 4305.360352
	Iteration 32Q: 3 clusters Score -546563.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -546567.062500 Penalty: 4305.360352
	Iteration 33Q: 3 clusters Score -546567.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -546569.250000 Penalty: 4305.360352
	Iteration 34Q: 3 clusters Score -546569.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -546569.250000 Penalty: 4305.360352
	Iteration 35F: 3 clusters Score -546569.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Entering Unmasked Estep 
Score: -983749.312500 Penalty: 2291.927979
	Iteration 0F: 2 clusters Score -983749.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -975821.625000 Penalty: 4583.855957
	Iteration 0F: 3 clusters Score -975821.6 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -978229.750000 Penalty: 4583.855957
	Iteration 1F: 3 clusters Score -978229.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -978518.375000 Penalty: 4583.855957
	Iteration 2F: 3 clusters Score -978518.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -978736.125000 Penalty: 4583.855957
	Iteration 3Q: 3 clusters Score -978736.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -978917.687500 Penalty: 4583.855957
	Iteration 4Q: 3 clusters Score -978917.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -979076.937500 Penalty: 4583.855957
	Iteration 5Q: 3 clusters Score -979076.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -979213.875000 Penalty: 4583.855957
	Iteration 6Q: 3 clusters Score -979213.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -979356.000000 Penalty: 4583.855957
	Iteration 7Q: 3 clusters Score -979356 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -979490.062500 Penalty: 4583.855957
	Iteration 8Q: 3 clusters Score -979490.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -979654.687500 Penalty: 4583.855957
	Iteration 9Q: 3 clusters Score -979654.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -979888.625000 Penalty: 4583.855957
	Iteration 10Q: 3 clusters Score -979888.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -980186.500000 Penalty: 4583.855957
	Iteration 11Q: 3 clusters Score -980186.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -980431.562500 Penalty: 4583.855957
	Iteration 12Q: 3 clusters Score -980431.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -980698.562500 Penalty: 4583.855957
	Iteration 13Q: 3 clusters Score -980698.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -980922.250000 Penalty: 4583.855957
	Iteration 14Q: 3 clusters Score -980922.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -981155.812500 Penalty: 4583.855957
	Iteration 15Q: 3 clusters Score -981155.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -981394.312500 Penalty: 4583.855957
	Iteration 16Q: 3 clusters Score -981394.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -981639.687500 Penalty: 4583.855957
	Iteration 17Q: 3 clusters Score -981639.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -981867.875000 Penalty: 4583.855957
	Iteration 18Q: 3 clusters Score -981867.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -982125.687500 Penalty: 4583.855957
	Iteration 19Q: 3 clusters Score -982125.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -982413.062500 Penalty: 4583.855957
	Iteration 20F: 3 clusters Score -982413.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -982757.437500 Penalty: 4583.855957
	Iteration 21Q: 3 clusters Score -982757.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -983018.875000 Penalty: 4583.855957
	Iteration 22Q: 3 clusters Score -983018.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -983140.562500 Penalty: 4583.855957
	Iteration 23Q: 3 clusters Score -983140.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -983190.812500 Penalty: 4583.855957
	Iteration 24Q: 3 clusters Score -983190.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -983209.875000 Penalty: 4583.855957
	Iteration 25Q: 3 clusters Score -983209.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -983214.750000 Penalty: 4583.855957
	Iteration 26Q: 3 clusters Score -983214.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -983221.375000 Penalty: 4583.855957
	Iteration 27Q: 3 clusters Score -983221.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -983223.437500 Penalty: 4583.855957
	Iteration 28Q: 3 clusters Score -983223.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -983222.250000 Penalty: 4583.855957
	Iteration 29Q: 3 clusters Score -983222.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -983226.250000 Penalty: 4583.855957
	Iteration 30Q: 3 clusters Score -983226.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -983228.875000 Penalty: 4583.855957
	Iteration 31Q: 3 clusters Score -983228.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -983229.250000 Penalty: 4583.855957
	Iteration 32Q: 3 clusters Score -983229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -983229.250000 Penalty: 4583.855957
	Iteration 33Q: 3 clusters Score -983229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -983228.750000 Penalty: 4583.855957
	Iteration 34Q: 3 clusters Score -983228.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -983228.875000 Penalty: 4583.855957
	Iteration 35Q: 3 clusters Score -983228.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -983227.437500 Penalty: 4583.855957
	Iteration 36Q: 3 clusters Score -983227.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -983227.937500 Penalty: 4583.855957
	Iteration 37Q: 3 clusters Score -983227.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -983227.937500 Penalty: 4583.855957
	Iteration 38Q: 3 clusters Score -983227.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -983227.937500 Penalty: 4583.855957
	Iteration 39F: 3 clusters Score -983227.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Entering Unmasked Estep 
Score: -736502.812500 Penalty: 2221.430664
	Iteration 0F: 2 clusters Score -736502.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -730236.250000 Penalty: 4442.861328
	Iteration 0F: 3 clusters Score -730236.2 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -731958.687500 Penalty: 4442.861328
	Iteration 1F: 3 clusters Score -731958.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -732216.500000 Penalty: 4442.861328
	Iteration 2F: 3 clusters Score -732216.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -732405.312500 Penalty: 4442.861328
	Iteration 3Q: 3 clusters Score -732405.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -732541.812500 Penalty: 4442.861328
	Iteration 4Q: 3 clusters Score -732541.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -732633.937500 Penalty: 4442.861328
	Iteration 5Q: 3 clusters Score -732633.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -732719.437500 Penalty: 4442.861328
	Iteration 6Q: 3 clusters Score -732719.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -732797.062500 Penalty: 4442.861328
	Iteration 7Q: 3 clusters Score -732797.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -732876.812500 Penalty: 4442.861328
	Iteration 8Q: 3 clusters Score -732876.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -732973.312500 Penalty: 4442.861328
	Iteration 9Q: 3 clusters Score -732973.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -733071.750000 Penalty: 4442.861328
	Iteration 10Q: 3 clusters Score -733071.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -733171.500000 Penalty: 4442.861328
	Iteration 11Q: 3 clusters Score -733171.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -733264.250000 Penalty: 4442.861328
	Iteration 12Q: 3 clusters Score -733264.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -733373.812500 Penalty: 4442.861328
	Iteration 13Q: 3 clusters Score -733373.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -733477.562500 Penalty: 4442.861328
	Iteration 14Q: 3 clusters Score -733477.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -733600.000000 Penalty: 4442.861328
	Iteration 15Q: 3 clusters Score -733600 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -733734.312500 Penalty: 4442.861328
	Iteration 16Q: 3 clusters Score -733734.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -733889.062500 Penalty: 4442.861328
	Iteration 17Q: 3 clusters Score -733889.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -734036.750000 Penalty: 4442.861328
	Iteration 18Q: 3 clusters Score -734036.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -734168.500000 Penalty: 4442.861328
	Iteration 19Q: 3 clusters Score -734168.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -734298.187500 Penalty: 4442.861328
	Iteration 20F: 3 clusters Score -734298.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -734401.000000 Penalty: 4442.861328
	Iteration 21Q: 3 clusters Score -734401 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -734471.312500 Penalty: 4442.861328
	Iteration 22Q: 3 clusters Score -734471.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -734518.250000 Penalty: 4442.861328
	Iteration 23Q: 3 clusters Score -734518.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -734544.062500 Penalty: 4442.861328
	Iteration 24Q: 3 clusters Score -734544.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -734554.937500 Penalty: 4442.861328
	Iteration 25Q: 3 clusters Score -734554.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -734561.312500 Penalty: 4442.861328
	Iteration 26Q: 3 clusters Score -734561.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -734573.250000 Penalty: 4442.861328
	Iteration 27Q: 3 clusters Score -734573.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -734581.187500 Penalty: 4442.861328
	Iteration 28Q: 3 clusters Score -734581.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -734588.937500 Penalty: 4442.861328
	Iteration 29Q: 3 clusters Score -734588.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -734596.437500 Penalty: 4442.861328
	Iteration 30Q: 3 clusters Score -734596.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -734606.000000 Penalty: 4442.861328
	Iteration 31Q: 3 clusters Score -734606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -734614.125000 Penalty: 4442.861328
	Iteration 32Q: 3 clusters Score -734614.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -734620.000000 Penalty: 4442.861328
	Iteration 33Q: 3 clusters Score -734620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -734627.437500 Penalty: 4442.861328
	Iteration 34Q: 3 clusters Score -734627.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -734632.812500 Penalty: 4442.861328
	Iteration 35Q: 3 clusters Score -734632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -734639.000000 Penalty: 4442.861328
	Iteration 36Q: 3 clusters Score -734639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -734638.125000 Penalty: 4442.861328
	Iteration 37Q: 3 clusters Score -734638.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -734640.125000 Penalty: 4442.861328
	Iteration 38Q: 3 clusters Score -734640.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -734641.375000 Penalty: 4442.861328
	Iteration 39Q: 3 clusters Score -734641.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -734643.062500 Penalty: 4442.861328
	Iteration 40F: 3 clusters Score -734643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -734644.437500 Penalty: 4442.861328
	Iteration 41Q: 3 clusters Score -734644.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -734646.437500 Penalty: 4442.861328
	Iteration 42Q: 3 clusters Score -734646.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -734647.125000 Penalty: 4442.861328
	Iteration 43Q: 3 clusters Score -734647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -734647.250000 Penalty: 4442.861328
	Iteration 44Q: 3 clusters Score -734647.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -734646.437500 Penalty: 4442.861328
	Iteration 45Q: 3 clusters Score -734646.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -734646.437500 Penalty: 4442.861328
	Iteration 46F: 3 clusters Score -734646.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Entering Unmasked Estep 
Score: -2269993.000000 Penalty: 2496.186035
	Iteration 0F: 2 clusters Score -2269993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2253480.500000 Penalty: 4992.372070
	Iteration 0F: 3 clusters Score -2253480 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2259223.000000 Penalty: 4992.372070
	Iteration 1F: 3 clusters Score -2259223 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2259714.750000 Penalty: 4992.372070
	Iteration 2F: 3 clusters Score -2259715 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2260200.250000 Penalty: 4992.372070
	Iteration 3Q: 3 clusters Score -2260200 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2260750.000000 Penalty: 4992.372070
	Iteration 4Q: 3 clusters Score -2260750 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2261399.750000 Penalty: 4992.372070
	Iteration 5F: 3 clusters Score -2261400 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2262293.750000 Penalty: 4992.372070
	Iteration 6F: 3 clusters Score -2262294 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2263412.750000 Penalty: 4992.372070
	Iteration 7F: 3 clusters Score -2263413 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2264657.500000 Penalty: 4992.372070
	Iteration 8F: 3 clusters Score -2264658 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2266032.750000 Penalty: 4992.372070
	Iteration 9F: 3 clusters Score -2266033 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2267307.250000 Penalty: 4992.372070
	Iteration 10F: 3 clusters Score -2267307 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2268174.500000 Penalty: 4992.372070
	Iteration 11Q: 3 clusters Score -2268174 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2268581.000000 Penalty: 4992.372070
	Iteration 12Q: 3 clusters Score -2268581 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2268811.250000 Penalty: 4992.372070
	Iteration 13Q: 3 clusters Score -2268811 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2268934.250000 Penalty: 4992.372070
	Iteration 14Q: 3 clusters Score -2268934 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2269018.750000 Penalty: 4992.372070
	Iteration 15Q: 3 clusters Score -2269019 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2269068.000000 Penalty: 4992.372070
	Iteration 16Q: 3 clusters Score -2269068 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2269107.750000 Penalty: 4992.372070
	Iteration 17Q: 3 clusters Score -2269108 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2269123.500000 Penalty: 4992.372070
	Iteration 18Q: 3 clusters Score -2269124 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2269144.250000 Penalty: 4992.372070
	Iteration 19Q: 3 clusters Score -2269144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2269159.000000 Penalty: 4992.372070
	Iteration 20F: 3 clusters Score -2269159 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2269165.250000 Penalty: 4992.372070
	Iteration 21Q: 3 clusters Score -2269165 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2269179.500000 Penalty: 4992.372070
	Iteration 22Q: 3 clusters Score -2269180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2269179.500000 Penalty: 4992.372070
	Iteration 23Q: 3 clusters Score -2269180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2269178.500000 Penalty: 4992.372070
	Iteration 24Q: 3 clusters Score -2269178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2269183.500000 Penalty: 4992.372070
	Iteration 25Q: 3 clusters Score -2269184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2269178.750000 Penalty: 4992.372070
	Iteration 26Q: 3 clusters Score -2269179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2269191.750000 Penalty: 4992.372070
	Iteration 27Q: 3 clusters Score -2269192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2269193.000000 Penalty: 4992.372070
	Iteration 28Q: 3 clusters Score -2269193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2269194.500000 Penalty: 4992.372070
	Iteration 29Q: 3 clusters Score -2269194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2269192.750000 Penalty: 4992.372070
	Iteration 30Q: 3 clusters Score -2269193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2269194.250000 Penalty: 4992.372070
	Iteration 31Q: 3 clusters Score -2269194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2269198.750000 Penalty: 4992.372070
	Iteration 32Q: 3 clusters Score -2269199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2269196.000000 Penalty: 4992.372070
	Iteration 33Q: 3 clusters Score -2269196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2269191.750000 Penalty: 4992.372070
	Iteration 34Q: 3 clusters Score -2269192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2269202.000000 Penalty: 4992.372070
	Iteration 35Q: 3 clusters Score -2269202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2269201.750000 Penalty: 4992.372070
	Iteration 36Q: 3 clusters Score -2269202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2269201.500000 Penalty: 4992.372070
	Iteration 37Q: 3 clusters Score -2269202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2269199.750000 Penalty: 4992.372070
	Iteration 38Q: 3 clusters Score -2269200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2269198.750000 Penalty: 4992.372070
	Iteration 39Q: 3 clusters Score -2269199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2269196.750000 Penalty: 4992.372070
	Iteration 40F: 3 clusters Score -2269197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2269200.500000 Penalty: 4992.372070
	Iteration 41Q: 3 clusters Score -2269200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2269200.750000 Penalty: 4992.372070
	Iteration 42Q: 3 clusters Score -2269201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2269202.250000 Penalty: 4992.372070
	Iteration 43Q: 3 clusters Score -2269202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2269202.500000 Penalty: 4992.372070
	Iteration 44Q: 3 clusters Score -2269202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2269203.250000 Penalty: 4992.372070
	Iteration 45Q: 3 clusters Score -2269203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2269203.250000 Penalty: 4992.372070
	Iteration 46Q: 3 clusters Score -2269203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2269208.750000 Penalty: 4992.372070
	Iteration 47Q: 3 clusters Score -2269209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2269206.250000 Penalty: 4992.372070
	Iteration 48Q: 3 clusters Score -2269206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2269206.000000 Penalty: 4992.372070
	Iteration 49Q: 3 clusters Score -2269206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2269206.000000 Penalty: 4992.372070
	Iteration 50F: 3 clusters Score -2269206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Entering Unmasked Estep 
Score: -659495.812500 Penalty: 2194.323486
	Iteration 0F: 2 clusters Score -659495.8 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 3531 members 
Entering Unmasked Estep 
Score: -653721.875000 Penalty: 4388.646973
	Iteration 0F: 3 clusters Score -653721.9 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -655205.000000 Penalty: 4388.646973
	Iteration 1F: 3 clusters Score -655205 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -655456.750000 Penalty: 4388.646973
	Iteration 2F: 3 clusters Score -655456.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -655605.312500 Penalty: 4388.646973
	Iteration 3Q: 3 clusters Score -655605.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -655740.312500 Penalty: 4388.646973
	Iteration 4Q: 3 clusters Score -655740.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -655862.375000 Penalty: 4388.646973
	Iteration 5Q: 3 clusters Score -655862.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -655992.125000 Penalty: 4388.646973
	Iteration 6Q: 3 clusters Score -655992.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -656142.937500 Penalty: 4388.646973
	Iteration 7Q: 3 clusters Score -656142.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -656333.437500 Penalty: 4388.646973
	Iteration 8Q: 3 clusters Score -656333.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -656589.812500 Penalty: 4388.646973
	Iteration 9Q: 3 clusters Score -656589.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -656840.812500 Penalty: 4388.646973
	Iteration 10Q: 3 clusters Score -656840.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -657113.250000 Penalty: 4388.646973
	Iteration 11Q: 3 clusters Score -657113.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -657468.000000 Penalty: 4388.646973
	Iteration 12Q: 3 clusters Score -657468 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -657901.812500 Penalty: 4388.646973
	Iteration 13Q: 3 clusters Score -657901.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -658451.750000 Penalty: 4388.646973
	Iteration 14Q: 3 clusters Score -658451.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -658931.937500 Penalty: 4388.646973
	Iteration 15Q: 3 clusters Score -658931.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -659124.375000 Penalty: 4388.646973
	Iteration 16Q: 3 clusters Score -659124.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -659192.812500 Penalty: 4388.646973
	Iteration 17Q: 3 clusters Score -659192.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -659213.437500 Penalty: 4388.646973
	Iteration 18Q: 3 clusters Score -659213.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -659226.625000 Penalty: 4388.646973
	Iteration 19Q: 3 clusters Score -659226.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -659235.375000 Penalty: 4388.646973
	Iteration 20F: 3 clusters Score -659235.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -659243.625000 Penalty: 4388.646973
	Iteration 21Q: 3 clusters Score -659243.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -659251.750000 Penalty: 4388.646973
	Iteration 22Q: 3 clusters Score -659251.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -659257.312500 Penalty: 4388.646973
	Iteration 23Q: 3 clusters Score -659257.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -659257.312500 Penalty: 4388.646973
	Iteration 24Q: 3 clusters Score -659257.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -659257.312500 Penalty: 4388.646973
	Iteration 25F: 3 clusters Score -659257.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -678130.312500 Penalty: 2206.116211
	Iteration 0F: 2 clusters Score -678130.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -672177.000000 Penalty: 4412.232422
	Iteration 0F: 3 clusters Score -672177 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -673803.687500 Penalty: 4412.232422
	Iteration 1F: 3 clusters Score -673803.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -674069.812500 Penalty: 4412.232422
	Iteration 2F: 3 clusters Score -674069.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -674254.562500 Penalty: 4412.232422
	Iteration 3Q: 3 clusters Score -674254.6 nChanged 312
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: -674410.875000 Penalty: 4412.232422
	Iteration 4Q: 3 clusters Score -674410.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -674537.000000 Penalty: 4412.232422
	Iteration 5Q: 3 clusters Score -674537 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -674664.937500 Penalty: 4412.232422
	Iteration 6Q: 3 clusters Score -674664.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -674794.500000 Penalty: 4412.232422
	Iteration 7Q: 3 clusters Score -674794.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -674925.812500 Penalty: 4412.232422
	Iteration 8Q: 3 clusters Score -674925.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -675061.062500 Penalty: 4412.232422
	Iteration 9Q: 3 clusters Score -675061.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -675180.437500 Penalty: 4412.232422
	Iteration 10Q: 3 clusters Score -675180.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -675300.250000 Penalty: 4412.232422
	Iteration 11Q: 3 clusters Score -675300.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -675392.937500 Penalty: 4412.232422
	Iteration 12Q: 3 clusters Score -675392.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -675477.875000 Penalty: 4412.232422
	Iteration 13Q: 3 clusters Score -675477.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -675553.312500 Penalty: 4412.232422
	Iteration 14Q: 3 clusters Score -675553.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -675630.125000 Penalty: 4412.232422
	Iteration 15Q: 3 clusters Score -675630.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -675706.875000 Penalty: 4412.232422
	Iteration 16Q: 3 clusters Score -675706.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -675771.687500 Penalty: 4412.232422
	Iteration 17Q: 3 clusters Score -675771.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -675836.062500 Penalty: 4412.232422
	Iteration 18Q: 3 clusters Score -675836.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -675910.500000 Penalty: 4412.232422
	Iteration 19Q: 3 clusters Score -675910.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -675979.437500 Penalty: 4412.232422
	Iteration 20F: 3 clusters Score -675979.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -676027.875000 Penalty: 4412.232422
	Iteration 21Q: 3 clusters Score -676027.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -676072.125000 Penalty: 4412.232422
	Iteration 22Q: 3 clusters Score -676072.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -676114.187500 Penalty: 4412.232422
	Iteration 23Q: 3 clusters Score -676114.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -676160.062500 Penalty: 4412.232422
	Iteration 24Q: 3 clusters Score -676160.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -676196.000000 Penalty: 4412.232422
	Iteration 25Q: 3 clusters Score -676196 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -676224.937500 Penalty: 4412.232422
	Iteration 26Q: 3 clusters Score -676224.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -676246.875000 Penalty: 4412.232422
	Iteration 27Q: 3 clusters Score -676246.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -676267.625000 Penalty: 4412.232422
	Iteration 28Q: 3 clusters Score -676267.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -676294.250000 Penalty: 4412.232422
	Iteration 29Q: 3 clusters Score -676294.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -676321.375000 Penalty: 4412.232422
	Iteration 30Q: 3 clusters Score -676321.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -676340.250000 Penalty: 4412.232422
	Iteration 31Q: 3 clusters Score -676340.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -676358.750000 Penalty: 4412.232422
	Iteration 32Q: 3 clusters Score -676358.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -676381.937500 Penalty: 4412.232422
	Iteration 33Q: 3 clusters Score -676381.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -676403.812500 Penalty: 4412.232422
	Iteration 34Q: 3 clusters Score -676403.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -676420.687500 Penalty: 4412.232422
	Iteration 35Q: 3 clusters Score -676420.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -676436.187500 Penalty: 4412.232422
	Iteration 36Q: 3 clusters Score -676436.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -676450.375000 Penalty: 4412.232422
	Iteration 37Q: 3 clusters Score -676450.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -676463.875000 Penalty: 4412.232422
	Iteration 38Q: 3 clusters Score -676463.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -676474.187500 Penalty: 4412.232422
	Iteration 39Q: 3 clusters Score -676474.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -676479.000000 Penalty: 4412.232422
	Iteration 40F: 3 clusters Score -676479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -676484.687500 Penalty: 4412.232422
	Iteration 41Q: 3 clusters Score -676484.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -676495.750000 Penalty: 4412.232422
	Iteration 42Q: 3 clusters Score -676495.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -676504.250000 Penalty: 4412.232422
	Iteration 43Q: 3 clusters Score -676504.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -676512.187500 Penalty: 4412.232422
	Iteration 44Q: 3 clusters Score -676512.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -676519.062500 Penalty: 4412.232422
	Iteration 45Q: 3 clusters Score -676519.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -676526.625000 Penalty: 4412.232422
	Iteration 46Q: 3 clusters Score -676526.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -676531.625000 Penalty: 4412.232422
	Iteration 47Q: 3 clusters Score -676531.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -676536.937500 Penalty: 4412.232422
	Iteration 48Q: 3 clusters Score -676536.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -676542.625000 Penalty: 4412.232422
	Iteration 49Q: 3 clusters Score -676542.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -676547.500000 Penalty: 4412.232422
	Iteration 50Q: 3 clusters Score -676547.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -676549.187500 Penalty: 4412.232422
	Iteration 51Q: 3 clusters Score -676549.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -676554.062500 Penalty: 4412.232422
	Iteration 52Q: 3 clusters Score -676554.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -676558.562500 Penalty: 4412.232422
	Iteration 53Q: 3 clusters Score -676558.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -676563.687500 Penalty: 4412.232422
	Iteration 54Q: 3 clusters Score -676563.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -676567.812500 Penalty: 4412.232422
	Iteration 55Q: 3 clusters Score -676567.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -676570.937500 Penalty: 4412.232422
	Iteration 56Q: 3 clusters Score -676570.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -676576.125000 Penalty: 4412.232422
	Iteration 57Q: 3 clusters Score -676576.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -676579.187500 Penalty: 4412.232422
	Iteration 58Q: 3 clusters Score -676579.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -676582.750000 Penalty: 4412.232422
	Iteration 59Q: 3 clusters Score -676582.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -676583.687500 Penalty: 4412.232422
	Iteration 60F: 3 clusters Score -676583.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -676585.375000 Penalty: 4412.232422
	Iteration 61Q: 3 clusters Score -676585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -676585.250000 Penalty: 4412.232422
	Iteration 62Q: 3 clusters Score -676585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -676586.375000 Penalty: 4412.232422
	Iteration 63Q: 3 clusters Score -676586.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -676586.375000 Penalty: 4412.232422
	Iteration 64F: 3 clusters Score -676586.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Entering Unmasked Estep 
Score: -569607.875000 Penalty: 2178.320312
	Iteration 0F: 2 clusters Score -569607.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -564160.687500 Penalty: 4356.640625
	Iteration 0F: 3 clusters Score -564160.7 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -565656.625000 Penalty: 4356.640625
	Iteration 1F: 3 clusters Score -565656.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -566029.875000 Penalty: 4356.640625
	Iteration 2F: 3 clusters Score -566029.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -566355.187500 Penalty: 4356.640625
	Iteration 3F: 3 clusters Score -566355.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -566696.562500 Penalty: 4356.640625
	Iteration 4F: 3 clusters Score -566696.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -567059.062500 Penalty: 4356.640625
	Iteration 5F: 3 clusters Score -567059.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -567399.937500 Penalty: 4356.640625
	Iteration 6F: 3 clusters Score -567399.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -567682.812500 Penalty: 4356.640625
	Iteration 7Q: 3 clusters Score -567682.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -567939.375000 Penalty: 4356.640625
	Iteration 8Q: 3 clusters Score -567939.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -568178.125000 Penalty: 4356.640625
	Iteration 9Q: 3 clusters Score -568178.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -568391.625000 Penalty: 4356.640625
	Iteration 10Q: 3 clusters Score -568391.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -568543.062500 Penalty: 4356.640625
	Iteration 11Q: 3 clusters Score -568543.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -568638.000000 Penalty: 4356.640625
	Iteration 12Q: 3 clusters Score -568638 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -568707.250000 Penalty: 4356.640625
	Iteration 13Q: 3 clusters Score -568707.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -568757.812500 Penalty: 4356.640625
	Iteration 14Q: 3 clusters Score -568757.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -568791.187500 Penalty: 4356.640625
	Iteration 15Q: 3 clusters Score -568791.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -568814.375000 Penalty: 4356.640625
	Iteration 16Q: 3 clusters Score -568814.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -568828.500000 Penalty: 4356.640625
	Iteration 17Q: 3 clusters Score -568828.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -568837.500000 Penalty: 4356.640625
	Iteration 18Q: 3 clusters Score -568837.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -568845.875000 Penalty: 4356.640625
	Iteration 19Q: 3 clusters Score -568845.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -568851.687500 Penalty: 4356.640625
	Iteration 20F: 3 clusters Score -568851.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -568854.187500 Penalty: 4356.640625
	Iteration 21Q: 3 clusters Score -568854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -568855.687500 Penalty: 4356.640625
	Iteration 22Q: 3 clusters Score -568855.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -568855.000000 Penalty: 4356.640625
	Iteration 23Q: 3 clusters Score -568855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -568856.125000 Penalty: 4356.640625
	Iteration 24Q: 3 clusters Score -568856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -568856.125000 Penalty: 4356.640625
	Iteration 25Q: 3 clusters Score -568856.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -568856.125000 Penalty: 4356.640625
	Iteration 26F: 3 clusters Score -568856.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Entering Unmasked Estep 
Score: -1797762.625000 Penalty: 2437.573730
	Iteration 0F: 2 clusters Score -1797763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1784686.250000 Penalty: 4875.147461
	Iteration 0F: 3 clusters Score -1784686 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1788866.125000 Penalty: 4875.147461
	Iteration 1F: 3 clusters Score -1788866 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1789278.750000 Penalty: 4875.147461
	Iteration 2F: 3 clusters Score -1789279 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1789628.250000 Penalty: 4875.147461
	Iteration 3F: 3 clusters Score -1789628 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1789932.125000 Penalty: 4875.147461
	Iteration 4Q: 3 clusters Score -1789932 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1790224.500000 Penalty: 4875.147461
	Iteration 5Q: 3 clusters Score -1790224 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1790565.500000 Penalty: 4875.147461
	Iteration 6Q: 3 clusters Score -1790566 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1790978.000000 Penalty: 4875.147461
	Iteration 7Q: 3 clusters Score -1790978 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1791438.250000 Penalty: 4875.147461
	Iteration 8Q: 3 clusters Score -1791438 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1791954.000000 Penalty: 4875.147461
	Iteration 9Q: 3 clusters Score -1791954 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1792500.000000 Penalty: 4875.147461
	Iteration 10Q: 3 clusters Score -1792500 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1793077.250000 Penalty: 4875.147461
	Iteration 11Q: 3 clusters Score -1793077 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1793699.750000 Penalty: 4875.147461
	Iteration 12Q: 3 clusters Score -1793700 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1794304.750000 Penalty: 4875.147461
	Iteration 13Q: 3 clusters Score -1794305 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1794789.625000 Penalty: 4875.147461
	Iteration 14Q: 3 clusters Score -1794790 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1795074.500000 Penalty: 4875.147461
	Iteration 15Q: 3 clusters Score -1795074 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1795270.500000 Penalty: 4875.147461
	Iteration 16Q: 3 clusters Score -1795270 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1795412.875000 Penalty: 4875.147461
	Iteration 17Q: 3 clusters Score -1795413 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1795505.375000 Penalty: 4875.147461
	Iteration 18Q: 3 clusters Score -1795505 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1795566.125000 Penalty: 4875.147461
	Iteration 19Q: 3 clusters Score -1795566 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1795622.375000 Penalty: 4875.147461
	Iteration 20F: 3 clusters Score -1795622 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1795665.750000 Penalty: 4875.147461
	Iteration 21Q: 3 clusters Score -1795666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1795697.625000 Penalty: 4875.147461
	Iteration 22Q: 3 clusters Score -1795698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1795729.875000 Penalty: 4875.147461
	Iteration 23Q: 3 clusters Score -1795730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1795743.500000 Penalty: 4875.147461
	Iteration 24Q: 3 clusters Score -1795744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1795749.875000 Penalty: 4875.147461
	Iteration 25Q: 3 clusters Score -1795750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1795753.125000 Penalty: 4875.147461
	Iteration 26Q: 3 clusters Score -1795753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1795755.750000 Penalty: 4875.147461
	Iteration 27Q: 3 clusters Score -1795756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1795756.875000 Penalty: 4875.147461
	Iteration 28Q: 3 clusters Score -1795757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1795761.500000 Penalty: 4875.147461
	Iteration 29Q: 3 clusters Score -1795762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1795764.500000 Penalty: 4875.147461
	Iteration 30Q: 3 clusters Score -1795764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1795767.125000 Penalty: 4875.147461
	Iteration 31Q: 3 clusters Score -1795767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1795769.500000 Penalty: 4875.147461
	Iteration 32Q: 3 clusters Score -1795770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1795769.375000 Penalty: 4875.147461
	Iteration 33Q: 3 clusters Score -1795769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1795769.250000 Penalty: 4875.147461
	Iteration 34Q: 3 clusters Score -1795769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1795770.375000 Penalty: 4875.147461
	Iteration 35Q: 3 clusters Score -1795770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1795770.750000 Penalty: 4875.147461
	Iteration 36Q: 3 clusters Score -1795771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1795774.125000 Penalty: 4875.147461
	Iteration 37Q: 3 clusters Score -1795774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1795774.125000 Penalty: 4875.147461
	Iteration 38F: 3 clusters Score -1795774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -850037.062500 Penalty: 2250.083252
	Iteration 0F: 2 clusters Score -850037.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -843130.125000 Penalty: 4500.166504
	Iteration 0F: 3 clusters Score -843130.1 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -845070.875000 Penalty: 4500.166504
	Iteration 1F: 3 clusters Score -845070.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -845368.625000 Penalty: 4500.166504
	Iteration 2F: 3 clusters Score -845368.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -845583.687500 Penalty: 4500.166504
	Iteration 3F: 3 clusters Score -845583.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -845774.500000 Penalty: 4500.166504
	Iteration 4Q: 3 clusters Score -845774.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -845981.187500 Penalty: 4500.166504
	Iteration 5Q: 3 clusters Score -845981.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -846196.500000 Penalty: 4500.166504
	Iteration 6Q: 3 clusters Score -846196.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -846401.312500 Penalty: 4500.166504
	Iteration 7Q: 3 clusters Score -846401.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -846576.250000 Penalty: 4500.166504
	Iteration 8Q: 3 clusters Score -846576.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -846760.750000 Penalty: 4500.166504
	Iteration 9Q: 3 clusters Score -846760.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -846975.312500 Penalty: 4500.166504
	Iteration 10Q: 3 clusters Score -846975.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -847179.250000 Penalty: 4500.166504
	Iteration 11Q: 3 clusters Score -847179.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -847398.000000 Penalty: 4500.166504
	Iteration 12Q: 3 clusters Score -847398 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -847610.750000 Penalty: 4500.166504
	Iteration 13Q: 3 clusters Score -847610.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -847772.625000 Penalty: 4500.166504
	Iteration 14Q: 3 clusters Score -847772.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -847907.750000 Penalty: 4500.166504
	Iteration 15Q: 3 clusters Score -847907.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -848004.312500 Penalty: 4500.166504
	Iteration 16Q: 3 clusters Score -848004.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -848067.687500 Penalty: 4500.166504
	Iteration 17Q: 3 clusters Score -848067.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -848112.500000 Penalty: 4500.166504
	Iteration 18Q: 3 clusters Score -848112.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -848140.437500 Penalty: 4500.166504
	Iteration 19Q: 3 clusters Score -848140.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -848161.062500 Penalty: 4500.166504
	Iteration 20F: 3 clusters Score -848161.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -848176.437500 Penalty: 4500.166504
	Iteration 21Q: 3 clusters Score -848176.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -848186.375000 Penalty: 4500.166504
	Iteration 22Q: 3 clusters Score -848186.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -848193.187500 Penalty: 4500.166504
	Iteration 23Q: 3 clusters Score -848193.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -848195.812500 Penalty: 4500.166504
	Iteration 24Q: 3 clusters Score -848195.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -848198.125000 Penalty: 4500.166504
	Iteration 25Q: 3 clusters Score -848198.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -848202.687500 Penalty: 4500.166504
	Iteration 26Q: 3 clusters Score -848202.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -848207.250000 Penalty: 4500.166504
	Iteration 27Q: 3 clusters Score -848207.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -848210.875000 Penalty: 4500.166504
	Iteration 28Q: 3 clusters Score -848210.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -848212.312500 Penalty: 4500.166504
	Iteration 29Q: 3 clusters Score -848212.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -848217.062500 Penalty: 4500.166504
	Iteration 30Q: 3 clusters Score -848217.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -848226.187500 Penalty: 4500.166504
	Iteration 31Q: 3 clusters Score -848226.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -848231.187500 Penalty: 4500.166504
	Iteration 32Q: 3 clusters Score -848231.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -848235.875000 Penalty: 4500.166504
	Iteration 33Q: 3 clusters Score -848235.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -848238.312500 Penalty: 4500.166504
	Iteration 34Q: 3 clusters Score -848238.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -848237.812500 Penalty: 4500.166504
	Iteration 35Q: 3 clusters Score -848237.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -848241.625000 Penalty: 4500.166504
	Iteration 36Q: 3 clusters Score -848241.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -848243.312500 Penalty: 4500.166504
	Iteration 37Q: 3 clusters Score -848243.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -848243.250000 Penalty: 4500.166504
	Iteration 38Q: 3 clusters Score -848243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -848244.625000 Penalty: 4500.166504
	Iteration 39Q: 3 clusters Score -848244.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -848244.625000 Penalty: 4500.166504
	Iteration 40F: 3 clusters Score -848244.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Entering Unmasked Estep 
Score: -686425.062500 Penalty: 2205.980225
	Iteration 0F: 2 clusters Score -686425.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -680387.812500 Penalty: 4411.960449
	Iteration 0F: 3 clusters Score -680387.8 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -682058.250000 Penalty: 4411.960449
	Iteration 1F: 3 clusters Score -682058.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -682300.187500 Penalty: 4411.960449
	Iteration 2F: 3 clusters Score -682300.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -682474.062500 Penalty: 4411.960449
	Iteration 3F: 3 clusters Score -682474.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -682603.000000 Penalty: 4411.960449
	Iteration 4Q: 3 clusters Score -682603 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -682679.625000 Penalty: 4411.960449
	Iteration 5Q: 3 clusters Score -682679.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -682745.625000 Penalty: 4411.960449
	Iteration 6Q: 3 clusters Score -682745.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -682811.687500 Penalty: 4411.960449
	Iteration 7Q: 3 clusters Score -682811.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -682877.312500 Penalty: 4411.960449
	Iteration 8Q: 3 clusters Score -682877.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -682932.000000 Penalty: 4411.960449
	Iteration 9Q: 3 clusters Score -682932 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -682985.062500 Penalty: 4411.960449
	Iteration 10Q: 3 clusters Score -682985.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -683050.625000 Penalty: 4411.960449
	Iteration 11Q: 3 clusters Score -683050.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -683121.500000 Penalty: 4411.960449
	Iteration 12Q: 3 clusters Score -683121.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -683203.437500 Penalty: 4411.960449
	Iteration 13Q: 3 clusters Score -683203.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -683302.625000 Penalty: 4411.960449
	Iteration 14Q: 3 clusters Score -683302.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -683398.500000 Penalty: 4411.960449
	Iteration 15Q: 3 clusters Score -683398.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -683497.437500 Penalty: 4411.960449
	Iteration 16Q: 3 clusters Score -683497.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -683612.750000 Penalty: 4411.960449
	Iteration 17Q: 3 clusters Score -683612.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -683719.125000 Penalty: 4411.960449
	Iteration 18Q: 3 clusters Score -683719.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -683822.000000 Penalty: 4411.960449
	Iteration 19Q: 3 clusters Score -683822 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -683923.500000 Penalty: 4411.960449
	Iteration 20F: 3 clusters Score -683923.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -684009.562500 Penalty: 4411.960449
	Iteration 21Q: 3 clusters Score -684009.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -684100.062500 Penalty: 4411.960449
	Iteration 22Q: 3 clusters Score -684100.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -684177.875000 Penalty: 4411.960449
	Iteration 23Q: 3 clusters Score -684177.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -684244.812500 Penalty: 4411.960449
	Iteration 24Q: 3 clusters Score -684244.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -684299.687500 Penalty: 4411.960449
	Iteration 25Q: 3 clusters Score -684299.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -684354.000000 Penalty: 4411.960449
	Iteration 26Q: 3 clusters Score -684354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -684399.250000 Penalty: 4411.960449
	Iteration 27Q: 3 clusters Score -684399.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -684434.500000 Penalty: 4411.960449
	Iteration 28Q: 3 clusters Score -684434.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -684459.187500 Penalty: 4411.960449
	Iteration 29Q: 3 clusters Score -684459.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -684479.062500 Penalty: 4411.960449
	Iteration 30Q: 3 clusters Score -684479.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -684498.250000 Penalty: 4411.960449
	Iteration 31Q: 3 clusters Score -684498.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -684512.312500 Penalty: 4411.960449
	Iteration 32Q: 3 clusters Score -684512.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -684523.437500 Penalty: 4411.960449
	Iteration 33Q: 3 clusters Score -684523.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -684529.437500 Penalty: 4411.960449
	Iteration 34Q: 3 clusters Score -684529.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -684535.437500 Penalty: 4411.960449
	Iteration 35Q: 3 clusters Score -684535.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -684540.500000 Penalty: 4411.960449
	Iteration 36Q: 3 clusters Score -684540.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -684545.062500 Penalty: 4411.960449
	Iteration 37Q: 3 clusters Score -684545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -684547.250000 Penalty: 4411.960449
	Iteration 38Q: 3 clusters Score -684547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -684552.062500 Penalty: 4411.960449
	Iteration 39Q: 3 clusters Score -684552.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -684556.437500 Penalty: 4411.960449
	Iteration 40F: 3 clusters Score -684556.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -684557.312500 Penalty: 4411.960449
	Iteration 41Q: 3 clusters Score -684557.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -684561.875000 Penalty: 4411.960449
	Iteration 42Q: 3 clusters Score -684561.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -684563.062500 Penalty: 4411.960449
	Iteration 43Q: 3 clusters Score -684563.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -684563.062500 Penalty: 4411.960449
	Iteration 44F: 3 clusters Score -684563.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Entering Unmasked Estep 
Score: -368714.218750 Penalty: 2053.176270
	Iteration 0F: 2 clusters Score -368714.2 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 1935 members 
Entering Unmasked Estep 
Score: -364868.687500 Penalty: 4106.352539
	Iteration 0F: 3 clusters Score -364868.7 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -365698.562500 Penalty: 4106.352539
	Iteration 1F: 3 clusters Score -365698.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -365867.625000 Penalty: 4106.352539
	Iteration 2F: 3 clusters Score -365867.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -365967.000000 Penalty: 4106.352539
	Iteration 3Q: 3 clusters Score -365967 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -366029.968750 Penalty: 4106.352539
	Iteration 4Q: 3 clusters Score -366030 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -366076.812500 Penalty: 4106.352539
	Iteration 5Q: 3 clusters Score -366076.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -366120.437500 Penalty: 4106.352539
	Iteration 6Q: 3 clusters Score -366120.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -366153.406250 Penalty: 4106.352539
	Iteration 7Q: 3 clusters Score -366153.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -366176.875000 Penalty: 4106.352539
	Iteration 8Q: 3 clusters Score -366176.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -366194.968750 Penalty: 4106.352539
	Iteration 9Q: 3 clusters Score -366195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -366210.437500 Penalty: 4106.352539
	Iteration 10Q: 3 clusters Score -366210.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -366228.156250 Penalty: 4106.352539
	Iteration 11Q: 3 clusters Score -366228.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -366244.750000 Penalty: 4106.352539
	Iteration 12Q: 3 clusters Score -366244.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -366256.906250 Penalty: 4106.352539
	Iteration 13Q: 3 clusters Score -366256.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -366263.937500 Penalty: 4106.352539
	Iteration 14Q: 3 clusters Score -366263.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -366272.312500 Penalty: 4106.352539
	Iteration 15Q: 3 clusters Score -366272.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -366279.031250 Penalty: 4106.352539
	Iteration 16Q: 3 clusters Score -366279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -366283.093750 Penalty: 4106.352539
	Iteration 17Q: 3 clusters Score -366283.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -366285.937500 Penalty: 4106.352539
	Iteration 18Q: 3 clusters Score -366285.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -366288.343750 Penalty: 4106.352539
	Iteration 19Q: 3 clusters Score -366288.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -366289.500000 Penalty: 4106.352539
	Iteration 20F: 3 clusters Score -366289.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -366291.468750 Penalty: 4106.352539
	Iteration 21Q: 3 clusters Score -366291.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -366293.062500 Penalty: 4106.352539
	Iteration 22Q: 3 clusters Score -366293.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -366293.968750 Penalty: 4106.352539
	Iteration 23Q: 3 clusters Score -366294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -366295.250000 Penalty: 4106.352539
	Iteration 24Q: 3 clusters Score -366295.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -366295.375000 Penalty: 4106.352539
	Iteration 25Q: 3 clusters Score -366295.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -366296.343750 Penalty: 4106.352539
	Iteration 26Q: 3 clusters Score -366296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -366296.687500 Penalty: 4106.352539
	Iteration 27Q: 3 clusters Score -366296.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -366298.218750 Penalty: 4106.352539
	Iteration 28Q: 3 clusters Score -366298.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -366299.718750 Penalty: 4106.352539
	Iteration 29Q: 3 clusters Score -366299.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -366299.968750 Penalty: 4106.352539
	Iteration 30Q: 3 clusters Score -366300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -366300.500000 Penalty: 4106.352539
	Iteration 31Q: 3 clusters Score -366300.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -366302.093750 Penalty: 4106.352539
	Iteration 32Q: 3 clusters Score -366302.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -366302.562500 Penalty: 4106.352539
	Iteration 33Q: 3 clusters Score -366302.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -366304.468750 Penalty: 4106.352539
	Iteration 34Q: 3 clusters Score -366304.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -366306.031250 Penalty: 4106.352539
	Iteration 35Q: 3 clusters Score -366306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -366308.593750 Penalty: 4106.352539
	Iteration 36Q: 3 clusters Score -366308.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -366310.687500 Penalty: 4106.352539
	Iteration 37Q: 3 clusters Score -366310.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -366313.218750 Penalty: 4106.352539
	Iteration 38Q: 3 clusters Score -366313.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -366312.562500 Penalty: 4106.352539
	Iteration 39Q: 3 clusters Score -366312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -366314.156250 Penalty: 4106.352539
	Iteration 40F: 3 clusters Score -366314.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -366315.156250 Penalty: 4106.352539
	Iteration 41Q: 3 clusters Score -366315.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -366316.375000 Penalty: 4106.352539
	Iteration 42Q: 3 clusters Score -366316.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -366316.687500 Penalty: 4106.352539
	Iteration 43Q: 3 clusters Score -366316.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -366316.750000 Penalty: 4106.352539
	Iteration 44Q: 3 clusters Score -366316.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -366316.750000 Penalty: 4106.352539
	Iteration 45F: 3 clusters Score -366316.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -1526970.875000 Penalty: 2395.541016
	Iteration 0F: 2 clusters Score -1526971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1515706.875000 Penalty: 4791.082031
	Iteration 0F: 3 clusters Score -1515707 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1519348.875000 Penalty: 4791.082031
	Iteration 1F: 3 clusters Score -1519349 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1519643.500000 Penalty: 4791.082031
	Iteration 2F: 3 clusters Score -1519644 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1519857.625000 Penalty: 4791.082031
	Iteration 3Q: 3 clusters Score -1519858 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1520040.500000 Penalty: 4791.082031
	Iteration 4Q: 3 clusters Score -1520040 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1520172.125000 Penalty: 4791.082031
	Iteration 5Q: 3 clusters Score -1520172 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1520269.750000 Penalty: 4791.082031
	Iteration 6Q: 3 clusters Score -1520270 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1520351.125000 Penalty: 4791.082031
	Iteration 7Q: 3 clusters Score -1520351 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1520416.250000 Penalty: 4791.082031
	Iteration 8Q: 3 clusters Score -1520416 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1520481.125000 Penalty: 4791.082031
	Iteration 9Q: 3 clusters Score -1520481 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1520533.000000 Penalty: 4791.082031
	Iteration 10Q: 3 clusters Score -1520533 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1520585.125000 Penalty: 4791.082031
	Iteration 11Q: 3 clusters Score -1520585 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1520662.125000 Penalty: 4791.082031
	Iteration 12Q: 3 clusters Score -1520662 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1520751.875000 Penalty: 4791.082031
	Iteration 13Q: 3 clusters Score -1520752 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1520871.750000 Penalty: 4791.082031
	Iteration 14Q: 3 clusters Score -1520872 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1521029.875000 Penalty: 4791.082031
	Iteration 15Q: 3 clusters Score -1521030 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1521290.750000 Penalty: 4791.082031
	Iteration 16Q: 3 clusters Score -1521291 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1521732.500000 Penalty: 4791.082031
	Iteration 17Q: 3 clusters Score -1521732 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1522450.625000 Penalty: 4791.082031
	Iteration 18Q: 3 clusters Score -1522451 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1523409.375000 Penalty: 4791.082031
	Iteration 19F: 3 clusters Score -1523409 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1524390.125000 Penalty: 4791.082031
	Iteration 20F: 3 clusters Score -1524390 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1525219.375000 Penalty: 4791.082031
	Iteration 21F: 3 clusters Score -1525219 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1525815.375000 Penalty: 4791.082031
	Iteration 22Q: 3 clusters Score -1525815 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1526232.500000 Penalty: 4791.082031
	Iteration 23Q: 3 clusters Score -1526232 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1526486.250000 Penalty: 4791.082031
	Iteration 24Q: 3 clusters Score -1526486 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1526641.125000 Penalty: 4791.082031
	Iteration 25Q: 3 clusters Score -1526641 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1526715.625000 Penalty: 4791.082031
	Iteration 26Q: 3 clusters Score -1526716 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1526750.125000 Penalty: 4791.082031
	Iteration 27Q: 3 clusters Score -1526750 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1526767.625000 Penalty: 4791.082031
	Iteration 28Q: 3 clusters Score -1526768 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1526790.250000 Penalty: 4791.082031
	Iteration 29Q: 3 clusters Score -1526790 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1526805.125000 Penalty: 4791.082031
	Iteration 30Q: 3 clusters Score -1526805 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1526812.250000 Penalty: 4791.082031
	Iteration 31Q: 3 clusters Score -1526812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1526813.375000 Penalty: 4791.082031
	Iteration 32Q: 3 clusters Score -1526813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1526818.375000 Penalty: 4791.082031
	Iteration 33Q: 3 clusters Score -1526818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1526821.500000 Penalty: 4791.082031
	Iteration 34Q: 3 clusters Score -1526822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1526823.875000 Penalty: 4791.082031
	Iteration 35Q: 3 clusters Score -1526824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1526826.500000 Penalty: 4791.082031
	Iteration 36Q: 3 clusters Score -1526826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1526828.875000 Penalty: 4791.082031
	Iteration 37Q: 3 clusters Score -1526829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1526835.750000 Penalty: 4791.082031
	Iteration 38Q: 3 clusters Score -1526836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1526835.000000 Penalty: 4791.082031
	Iteration 39Q: 3 clusters Score -1526835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1526835.750000 Penalty: 4791.082031
	Iteration 40F: 3 clusters Score -1526836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1526837.000000 Penalty: 4791.082031
	Iteration 41Q: 3 clusters Score -1526837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1526837.125000 Penalty: 4791.082031
	Iteration 42Q: 3 clusters Score -1526837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1526836.250000 Penalty: 4791.082031
	Iteration 43Q: 3 clusters Score -1526836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1526835.125000 Penalty: 4791.082031
	Iteration 44Q: 3 clusters Score -1526835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1526835.250000 Penalty: 4791.082031
	Iteration 45Q: 3 clusters Score -1526835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1526833.750000 Penalty: 4791.082031
	Iteration 46Q: 3 clusters Score -1526834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1526833.000000 Penalty: 4791.082031
	Iteration 47Q: 3 clusters Score -1526833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1526833.250000 Penalty: 4791.082031
	Iteration 48Q: 3 clusters Score -1526833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1526833.625000 Penalty: 4791.082031
	Iteration 49Q: 3 clusters Score -1526834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1526835.000000 Penalty: 4791.082031
	Iteration 50Q: 3 clusters Score -1526835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1526835.000000 Penalty: 4791.082031
	Iteration 51F: 3 clusters Score -1526835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Entering Unmasked Estep 
Score: -644016.750000 Penalty: 2194.252197
	Iteration 0F: 2 clusters Score -644016.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -638366.812500 Penalty: 4388.504395
	Iteration 0F: 3 clusters Score -638366.8 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -639799.625000 Penalty: 4388.504395
	Iteration 1F: 3 clusters Score -639799.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -640033.187500 Penalty: 4388.504395
	Iteration 2F: 3 clusters Score -640033.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -640197.500000 Penalty: 4388.504395
	Iteration 3Q: 3 clusters Score -640197.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -640322.562500 Penalty: 4388.504395
	Iteration 4Q: 3 clusters Score -640322.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -640441.812500 Penalty: 4388.504395
	Iteration 5Q: 3 clusters Score -640441.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -640545.562500 Penalty: 4388.504395
	Iteration 6Q: 3 clusters Score -640545.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -640647.312500 Penalty: 4388.504395
	Iteration 7Q: 3 clusters Score -640647.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -640761.375000 Penalty: 4388.504395
	Iteration 8Q: 3 clusters Score -640761.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -640872.187500 Penalty: 4388.504395
	Iteration 9Q: 3 clusters Score -640872.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -641017.375000 Penalty: 4388.504395
	Iteration 10Q: 3 clusters Score -641017.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -641166.062500 Penalty: 4388.504395
	Iteration 11Q: 3 clusters Score -641166.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -641344.500000 Penalty: 4388.504395
	Iteration 12Q: 3 clusters Score -641344.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -641571.875000 Penalty: 4388.504395
	Iteration 13Q: 3 clusters Score -641571.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -641837.750000 Penalty: 4388.504395
	Iteration 14Q: 3 clusters Score -641837.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -642070.000000 Penalty: 4388.504395
	Iteration 15Q: 3 clusters Score -642070 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -642261.500000 Penalty: 4388.504395
	Iteration 16Q: 3 clusters Score -642261.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -642402.812500 Penalty: 4388.504395
	Iteration 17Q: 3 clusters Score -642402.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -642489.125000 Penalty: 4388.504395
	Iteration 18Q: 3 clusters Score -642489.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -642541.500000 Penalty: 4388.504395
	Iteration 19Q: 3 clusters Score -642541.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -642573.750000 Penalty: 4388.504395
	Iteration 20F: 3 clusters Score -642573.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -642594.312500 Penalty: 4388.504395
	Iteration 21Q: 3 clusters Score -642594.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -642605.125000 Penalty: 4388.504395
	Iteration 22Q: 3 clusters Score -642605.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -642617.187500 Penalty: 4388.504395
	Iteration 23Q: 3 clusters Score -642617.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -642622.187500 Penalty: 4388.504395
	Iteration 24Q: 3 clusters Score -642622.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -642624.500000 Penalty: 4388.504395
	Iteration 25Q: 3 clusters Score -642624.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -642627.875000 Penalty: 4388.504395
	Iteration 26Q: 3 clusters Score -642627.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -642631.062500 Penalty: 4388.504395
	Iteration 27Q: 3 clusters Score -642631.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -642632.625000 Penalty: 4388.504395
	Iteration 28Q: 3 clusters Score -642632.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -642635.437500 Penalty: 4388.504395
	Iteration 29Q: 3 clusters Score -642635.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -642636.750000 Penalty: 4388.504395
	Iteration 30Q: 3 clusters Score -642636.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -642639.437500 Penalty: 4388.504395
	Iteration 31Q: 3 clusters Score -642639.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -642637.687500 Penalty: 4388.504395
	Iteration 32Q: 3 clusters Score -642637.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -642636.812500 Penalty: 4388.504395
	Iteration 33Q: 3 clusters Score -642636.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -642638.000000 Penalty: 4388.504395
	Iteration 34Q: 3 clusters Score -642638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -642641.437500 Penalty: 4388.504395
	Iteration 35Q: 3 clusters Score -642641.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -642645.812500 Penalty: 4388.504395
	Iteration 36Q: 3 clusters Score -642645.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -642648.187500 Penalty: 4388.504395
	Iteration 37Q: 3 clusters Score -642648.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -642652.312500 Penalty: 4388.504395
	Iteration 38Q: 3 clusters Score -642652.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -642656.750000 Penalty: 4388.504395
	Iteration 39Q: 3 clusters Score -642656.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -642658.562500 Penalty: 4388.504395
	Iteration 40F: 3 clusters Score -642658.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -642658.812500 Penalty: 4388.504395
	Iteration 41Q: 3 clusters Score -642658.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -642661.687500 Penalty: 4388.504395
	Iteration 42Q: 3 clusters Score -642661.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -642660.062500 Penalty: 4388.504395
	Iteration 43Q: 3 clusters Score -642660.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -642660.062500 Penalty: 4388.504395
	Iteration 44F: 3 clusters Score -642660.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Entering Unmasked Estep 
Score: -1878901.750000 Penalty: 2444.581055
	Iteration 0F: 2 clusters Score -1878902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1865298.875000 Penalty: 4889.162109
	Iteration 0F: 3 clusters Score -1865299 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1869790.125000 Penalty: 4889.162109
	Iteration 1F: 3 clusters Score -1869790 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1870129.625000 Penalty: 4889.162109
	Iteration 2F: 3 clusters Score -1870130 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1870397.000000 Penalty: 4889.162109
	Iteration 3Q: 3 clusters Score -1870397 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1870619.625000 Penalty: 4889.162109
	Iteration 4Q: 3 clusters Score -1870620 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1870791.000000 Penalty: 4889.162109
	Iteration 5Q: 3 clusters Score -1870791 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1870956.250000 Penalty: 4889.162109
	Iteration 6Q: 3 clusters Score -1870956 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1871095.375000 Penalty: 4889.162109
	Iteration 7Q: 3 clusters Score -1871095 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1871224.625000 Penalty: 4889.162109
	Iteration 8Q: 3 clusters Score -1871225 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1871388.750000 Penalty: 4889.162109
	Iteration 9Q: 3 clusters Score -1871389 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1871551.500000 Penalty: 4889.162109
	Iteration 10Q: 3 clusters Score -1871552 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1871751.000000 Penalty: 4889.162109
	Iteration 11Q: 3 clusters Score -1871751 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1872032.000000 Penalty: 4889.162109
	Iteration 12Q: 3 clusters Score -1872032 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1872402.125000 Penalty: 4889.162109
	Iteration 13Q: 3 clusters Score -1872402 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1872879.250000 Penalty: 4889.162109
	Iteration 14Q: 3 clusters Score -1872879 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1873467.125000 Penalty: 4889.162109
	Iteration 15Q: 3 clusters Score -1873467 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1874139.375000 Penalty: 4889.162109
	Iteration 16Q: 3 clusters Score -1874139 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1874809.375000 Penalty: 4889.162109
	Iteration 17Q: 3 clusters Score -1874809 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1875460.125000 Penalty: 4889.162109
	Iteration 18Q: 3 clusters Score -1875460 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1875966.000000 Penalty: 4889.162109
	Iteration 19Q: 3 clusters Score -1875966 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1876301.375000 Penalty: 4889.162109
	Iteration 20F: 3 clusters Score -1876301 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1876476.750000 Penalty: 4889.162109
	Iteration 21Q: 3 clusters Score -1876477 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1876610.375000 Penalty: 4889.162109
	Iteration 22Q: 3 clusters Score -1876610 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1876670.500000 Penalty: 4889.162109
	Iteration 23Q: 3 clusters Score -1876670 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1876709.625000 Penalty: 4889.162109
	Iteration 24Q: 3 clusters Score -1876710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1876742.250000 Penalty: 4889.162109
	Iteration 25Q: 3 clusters Score -1876742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1876750.375000 Penalty: 4889.162109
	Iteration 26Q: 3 clusters Score -1876750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1876757.750000 Penalty: 4889.162109
	Iteration 27Q: 3 clusters Score -1876758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1876768.125000 Penalty: 4889.162109
	Iteration 28Q: 3 clusters Score -1876768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1876771.000000 Penalty: 4889.162109
	Iteration 29Q: 3 clusters Score -1876771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1876774.250000 Penalty: 4889.162109
	Iteration 30Q: 3 clusters Score -1876774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1876772.250000 Penalty: 4889.162109
	Iteration 31Q: 3 clusters Score -1876772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1876774.000000 Penalty: 4889.162109
	Iteration 32Q: 3 clusters Score -1876774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1876774.250000 Penalty: 4889.162109
	Iteration 33Q: 3 clusters Score -1876774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1876772.250000 Penalty: 4889.162109
	Iteration 34Q: 3 clusters Score -1876772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1876772.250000 Penalty: 4889.162109
	Iteration 35F: 3 clusters Score -1876772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (102869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102869 members 
Entering Unmasked Estep 
Score: -10133703.000000 Penalty: 2862.220703
	Iteration 0F: 2 clusters Score -1.01337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -10064723.000000 Penalty: 5724.441406
	Iteration 0F: 3 clusters Score -1.006472e+07 nChanged 48611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -10092522.000000 Penalty: 5724.441406
	Iteration 1F: 3 clusters Score -1.009252e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -10093182.000000 Penalty: 5724.441406
	Iteration 2Q: 3 clusters Score -1.009318e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -10093782.000000 Penalty: 5724.441406
	Iteration 3Q: 3 clusters Score -1.009378e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -10094381.000000 Penalty: 5724.441406
	Iteration 4Q: 3 clusters Score -1.009438e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -10094917.000000 Penalty: 5724.441406
	Iteration 5Q: 3 clusters Score -1.009492e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -10095698.000000 Penalty: 5724.441406
	Iteration 6Q: 3 clusters Score -1.00957e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -10096633.000000 Penalty: 5724.441406
	Iteration 7Q: 3 clusters Score -1.009663e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -10097775.000000 Penalty: 5724.441406
	Iteration 8Q: 3 clusters Score -1.009778e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -10099320.000000 Penalty: 5724.441406
	Iteration 9Q: 3 clusters Score -1.009932e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -10101289.000000 Penalty: 5724.441406
	Iteration 10Q: 3 clusters Score -1.010129e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -10104227.000000 Penalty: 5724.441406
	Iteration 11Q: 3 clusters Score -1.010423e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71096 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -10108020.000000 Penalty: 5724.441406
	Iteration 12F: 3 clusters Score -1.010802e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76830 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -10112550.000000 Penalty: 5724.441406
	Iteration 13F: 3 clusters Score -1.011255e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82780 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -10117283.000000 Penalty: 5724.441406
	Iteration 14F: 3 clusters Score -1.011728e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88388 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -10121560.000000 Penalty: 5724.441406
	Iteration 15F: 3 clusters Score -1.012156e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93085 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -10125047.000000 Penalty: 5724.441406
	Iteration 16Q: 3 clusters Score -1.012505e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96541 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -10127436.000000 Penalty: 5724.441406
	Iteration 17Q: 3 clusters Score -1.012744e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -10128984.000000 Penalty: 5724.441406
	Iteration 18Q: 3 clusters Score -1.012898e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100173 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -10129812.000000 Penalty: 5724.441406
	Iteration 19Q: 3 clusters Score -1.012981e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100998 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -10130345.000000 Penalty: 5724.441406
	Iteration 20F: 3 clusters Score -1.013034e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101449 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -10130607.000000 Penalty: 5724.441406
	Iteration 21Q: 3 clusters Score -1.013061e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101708 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -10130762.000000 Penalty: 5724.441406
	Iteration 22Q: 3 clusters Score -1.013076e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101904 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10130896.000000 Penalty: 5724.441406
	Iteration 23Q: 3 clusters Score -1.01309e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102026 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10130992.000000 Penalty: 5724.441406
	Iteration 24Q: 3 clusters Score -1.013099e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102089 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10131076.000000 Penalty: 5724.441406
	Iteration 25Q: 3 clusters Score -1.013108e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102134 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10131123.000000 Penalty: 5724.441406
	Iteration 26Q: 3 clusters Score -1.013112e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102165 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -10131137.000000 Penalty: 5724.441406
	Iteration 27Q: 3 clusters Score -1.013114e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10131169.000000 Penalty: 5724.441406
	Iteration 28Q: 3 clusters Score -1.013117e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102206 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -10131195.000000 Penalty: 5724.441406
	Iteration 29Q: 3 clusters Score -1.01312e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102227 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10131226.000000 Penalty: 5724.441406
	Iteration 30Q: 3 clusters Score -1.013123e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10131235.000000 Penalty: 5724.441406
	Iteration 31Q: 3 clusters Score -1.013124e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102252 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -10131252.000000 Penalty: 5724.441406
	Iteration 32Q: 3 clusters Score -1.013125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102261 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10131268.000000 Penalty: 5724.441406
	Iteration 33Q: 3 clusters Score -1.013127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102270 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10131270.000000 Penalty: 5724.441406
	Iteration 34Q: 3 clusters Score -1.013127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102275 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10131278.000000 Penalty: 5724.441406
	Iteration 35Q: 3 clusters Score -1.013128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102276 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10131289.000000 Penalty: 5724.441406
	Iteration 36Q: 3 clusters Score -1.013129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102277 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10131289.000000 Penalty: 5724.441406
	Iteration 37Q: 3 clusters Score -1.013129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102279 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10131283.000000 Penalty: 5724.441406
	Iteration 38Q: 3 clusters Score -1.013128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102281 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10131288.000000 Penalty: 5724.441406
	Iteration 39Q: 3 clusters Score -1.013129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102285 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -10131296.000000 Penalty: 5724.441406
	Iteration 40F: 3 clusters Score -1.01313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10131302.000000 Penalty: 5724.441406
	Iteration 41Q: 3 clusters Score -1.01313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10131295.000000 Penalty: 5724.441406
	Iteration 42Q: 3 clusters Score -1.01313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102293 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10131303.000000 Penalty: 5724.441406
	Iteration 43Q: 3 clusters Score -1.01313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102300 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10131305.000000 Penalty: 5724.441406
	Iteration 44Q: 3 clusters Score -1.01313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102302 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10131312.000000 Penalty: 5724.441406
	Iteration 45Q: 3 clusters Score -1.013131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102305 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10131313.000000 Penalty: 5724.441406
	Iteration 46Q: 3 clusters Score -1.013131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102309 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10131316.000000 Penalty: 5724.441406
	Iteration 47Q: 3 clusters Score -1.013132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102311 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10131318.000000 Penalty: 5724.441406
	Iteration 48Q: 3 clusters Score -1.013132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102312 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10131325.000000 Penalty: 5724.441406
	Iteration 49Q: 3 clusters Score -1.013132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102313 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10131320.000000 Penalty: 5724.441406
	Iteration 50Q: 3 clusters Score -1.013132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102312 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10131313.000000 Penalty: 5724.441406
	Iteration 51Q: 3 clusters Score -1.013131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102312 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10131325.000000 Penalty: 5724.441406
	Iteration 52Q: 3 clusters Score -1.013132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102312 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10131325.000000 Penalty: 5724.441406
	Iteration 53F: 3 clusters Score -1.013132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Entering Unmasked Estep 
Score: -554867.312500 Penalty: 2156.817383
	Iteration 0F: 2 clusters Score -554867.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -549667.312500 Penalty: 4313.634766
	Iteration 0F: 3 clusters Score -549667.3 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -550971.125000 Penalty: 4313.634766
	Iteration 1F: 3 clusters Score -550971.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -551215.500000 Penalty: 4313.634766
	Iteration 2F: 3 clusters Score -551215.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -551374.250000 Penalty: 4313.634766
	Iteration 3F: 3 clusters Score -551374.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -551476.312500 Penalty: 4313.634766
	Iteration 4Q: 3 clusters Score -551476.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -551543.625000 Penalty: 4313.634766
	Iteration 5Q: 3 clusters Score -551543.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -551604.500000 Penalty: 4313.634766
	Iteration 6Q: 3 clusters Score -551604.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -551651.375000 Penalty: 4313.634766
	Iteration 7Q: 3 clusters Score -551651.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -551693.750000 Penalty: 4313.634766
	Iteration 8Q: 3 clusters Score -551693.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -551729.750000 Penalty: 4313.634766
	Iteration 9Q: 3 clusters Score -551729.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -551757.000000 Penalty: 4313.634766
	Iteration 10Q: 3 clusters Score -551757 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -551778.562500 Penalty: 4313.634766
	Iteration 11Q: 3 clusters Score -551778.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -551794.000000 Penalty: 4313.634766
	Iteration 12Q: 3 clusters Score -551794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -551806.812500 Penalty: 4313.634766
	Iteration 13Q: 3 clusters Score -551806.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -551819.125000 Penalty: 4313.634766
	Iteration 14Q: 3 clusters Score -551819.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -551832.062500 Penalty: 4313.634766
	Iteration 15Q: 3 clusters Score -551832.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -551839.687500 Penalty: 4313.634766
	Iteration 16Q: 3 clusters Score -551839.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -551845.375000 Penalty: 4313.634766
	Iteration 17Q: 3 clusters Score -551845.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -551852.375000 Penalty: 4313.634766
	Iteration 18Q: 3 clusters Score -551852.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -551859.812500 Penalty: 4313.634766
	Iteration 19Q: 3 clusters Score -551859.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -551871.562500 Penalty: 4313.634766
	Iteration 20F: 3 clusters Score -551871.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -551883.750000 Penalty: 4313.634766
	Iteration 21Q: 3 clusters Score -551883.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -551896.937500 Penalty: 4313.634766
	Iteration 22Q: 3 clusters Score -551896.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -551910.500000 Penalty: 4313.634766
	Iteration 23Q: 3 clusters Score -551910.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -551923.437500 Penalty: 4313.634766
	Iteration 24Q: 3 clusters Score -551923.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -551938.125000 Penalty: 4313.634766
	Iteration 25Q: 3 clusters Score -551938.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -551949.875000 Penalty: 4313.634766
	Iteration 26Q: 3 clusters Score -551949.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -551962.625000 Penalty: 4313.634766
	Iteration 27Q: 3 clusters Score -551962.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -551976.750000 Penalty: 4313.634766
	Iteration 28Q: 3 clusters Score -551976.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -551987.562500 Penalty: 4313.634766
	Iteration 29Q: 3 clusters Score -551987.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -552000.000000 Penalty: 4313.634766
	Iteration 30Q: 3 clusters Score -552000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -552011.875000 Penalty: 4313.634766
	Iteration 31Q: 3 clusters Score -552011.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -552027.687500 Penalty: 4313.634766
	Iteration 32Q: 3 clusters Score -552027.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -552047.187500 Penalty: 4313.634766
	Iteration 33Q: 3 clusters Score -552047.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -552074.187500 Penalty: 4313.634766
	Iteration 34Q: 3 clusters Score -552074.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -552106.125000 Penalty: 4313.634766
	Iteration 35Q: 3 clusters Score -552106.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -552137.625000 Penalty: 4313.634766
	Iteration 36Q: 3 clusters Score -552137.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -552173.437500 Penalty: 4313.634766
	Iteration 37Q: 3 clusters Score -552173.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -552218.187500 Penalty: 4313.634766
	Iteration 38Q: 3 clusters Score -552218.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -552270.250000 Penalty: 4313.634766
	Iteration 39Q: 3 clusters Score -552270.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -552343.562500 Penalty: 4313.634766
	Iteration 40F: 3 clusters Score -552343.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -552423.812500 Penalty: 4313.634766
	Iteration 41Q: 3 clusters Score -552423.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -552516.062500 Penalty: 4313.634766
	Iteration 42Q: 3 clusters Score -552516.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -552623.750000 Penalty: 4313.634766
	Iteration 43Q: 3 clusters Score -552623.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -552733.937500 Penalty: 4313.634766
	Iteration 44Q: 3 clusters Score -552733.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -552857.687500 Penalty: 4313.634766
	Iteration 45Q: 3 clusters Score -552857.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -552977.437500 Penalty: 4313.634766
	Iteration 46Q: 3 clusters Score -552977.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -553093.250000 Penalty: 4313.634766
	Iteration 47Q: 3 clusters Score -553093.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -553176.687500 Penalty: 4313.634766
	Iteration 48Q: 3 clusters Score -553176.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -553221.000000 Penalty: 4313.634766
	Iteration 49Q: 3 clusters Score -553221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -553244.250000 Penalty: 4313.634766
	Iteration 50Q: 3 clusters Score -553244.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -553262.000000 Penalty: 4313.634766
	Iteration 51Q: 3 clusters Score -553262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -553275.500000 Penalty: 4313.634766
	Iteration 52Q: 3 clusters Score -553275.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -553283.875000 Penalty: 4313.634766
	Iteration 53Q: 3 clusters Score -553283.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -553286.750000 Penalty: 4313.634766
	Iteration 54Q: 3 clusters Score -553286.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -553289.000000 Penalty: 4313.634766
	Iteration 55Q: 3 clusters Score -553289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -553291.500000 Penalty: 4313.634766
	Iteration 56Q: 3 clusters Score -553291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -553293.187500 Penalty: 4313.634766
	Iteration 57Q: 3 clusters Score -553293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -553294.687500 Penalty: 4313.634766
	Iteration 58Q: 3 clusters Score -553294.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -553297.000000 Penalty: 4313.634766
	Iteration 59Q: 3 clusters Score -553297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -553301.312500 Penalty: 4313.634766
	Iteration 60F: 3 clusters Score -553301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -553305.500000 Penalty: 4313.634766
	Iteration 61Q: 3 clusters Score -553305.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -553308.000000 Penalty: 4313.634766
	Iteration 62Q: 3 clusters Score -553308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -553311.437500 Penalty: 4313.634766
	Iteration 63Q: 3 clusters Score -553311.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -553313.500000 Penalty: 4313.634766
	Iteration 64Q: 3 clusters Score -553313.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -553315.125000 Penalty: 4313.634766
	Iteration 65Q: 3 clusters Score -553315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -553316.750000 Penalty: 4313.634766
	Iteration 66Q: 3 clusters Score -553316.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -553316.812500 Penalty: 4313.634766
	Iteration 67Q: 3 clusters Score -553316.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -553317.312500 Penalty: 4313.634766
	Iteration 68Q: 3 clusters Score -553317.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -553321.562500 Penalty: 4313.634766
	Iteration 69Q: 3 clusters Score -553321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -553322.562500 Penalty: 4313.634766
	Iteration 70Q: 3 clusters Score -553322.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -553325.750000 Penalty: 4313.634766
	Iteration 71Q: 3 clusters Score -553325.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -553332.187500 Penalty: 4313.634766
	Iteration 72Q: 3 clusters Score -553332.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -553336.187500 Penalty: 4313.634766
	Iteration 73Q: 3 clusters Score -553336.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -553338.187500 Penalty: 4313.634766
	Iteration 74Q: 3 clusters Score -553338.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -553338.187500 Penalty: 4313.634766
	Iteration 75F: 3 clusters Score -553338.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (47908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Entering Unmasked Estep 
Score: -4266525.000000 Penalty: 2672.705322
	Iteration 0F: 2 clusters Score -4266525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -4234264.500000 Penalty: 5345.410645
	Iteration 0F: 3 clusters Score -4234264 nChanged 22154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -4247014.500000 Penalty: 5345.410645
	Iteration 1F: 3 clusters Score -4247014 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -4248000.000000 Penalty: 5345.410645
	Iteration 2F: 3 clusters Score -4248000 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -4249127.000000 Penalty: 5345.410645
	Iteration 3F: 3 clusters Score -4249127 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -4250531.000000 Penalty: 5345.410645
	Iteration 4F: 3 clusters Score -4250531 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -4252179.000000 Penalty: 5345.410645
	Iteration 5F: 3 clusters Score -4252179 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -4253968.500000 Penalty: 5345.410645
	Iteration 6F: 3 clusters Score -4253968 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -4255762.500000 Penalty: 5345.410645
	Iteration 7F: 3 clusters Score -4255762 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -4257539.000000 Penalty: 5345.410645
	Iteration 8F: 3 clusters Score -4257539 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -4258997.000000 Penalty: 5345.410645
	Iteration 9Q: 3 clusters Score -4258997 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -4260049.000000 Penalty: 5345.410645
	Iteration 10Q: 3 clusters Score -4260049 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -4260828.000000 Penalty: 5345.410645
	Iteration 11Q: 3 clusters Score -4260828 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -4261371.000000 Penalty: 5345.410645
	Iteration 12Q: 3 clusters Score -4261371 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -4261727.000000 Penalty: 5345.410645
	Iteration 13Q: 3 clusters Score -4261727 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -4262014.000000 Penalty: 5345.410645
	Iteration 14Q: 3 clusters Score -4262014 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -4262185.000000 Penalty: 5345.410645
	Iteration 15Q: 3 clusters Score -4262185 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -4262349.500000 Penalty: 5345.410645
	Iteration 16Q: 3 clusters Score -4262350 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -4262500.000000 Penalty: 5345.410645
	Iteration 17Q: 3 clusters Score -4262500 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -4262576.000000 Penalty: 5345.410645
	Iteration 18Q: 3 clusters Score -4262576 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -4262672.500000 Penalty: 5345.410645
	Iteration 19Q: 3 clusters Score -4262672 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -4262823.000000 Penalty: 5345.410645
	Iteration 20F: 3 clusters Score -4262823 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -4262952.500000 Penalty: 5345.410645
	Iteration 21Q: 3 clusters Score -4262952 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -4263136.500000 Penalty: 5345.410645
	Iteration 22Q: 3 clusters Score -4263136 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -4263301.000000 Penalty: 5345.410645
	Iteration 23Q: 3 clusters Score -4263301 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -4263498.500000 Penalty: 5345.410645
	Iteration 24Q: 3 clusters Score -4263498 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -4263674.500000 Penalty: 5345.410645
	Iteration 25Q: 3 clusters Score -4263674 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -4263848.500000 Penalty: 5345.410645
	Iteration 26Q: 3 clusters Score -4263848 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -4264014.500000 Penalty: 5345.410645
	Iteration 27Q: 3 clusters Score -4264014 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -4264152.000000 Penalty: 5345.410645
	Iteration 28Q: 3 clusters Score -4264152 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -4264259.000000 Penalty: 5345.410645
	Iteration 29Q: 3 clusters Score -4264259 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -4264367.000000 Penalty: 5345.410645
	Iteration 30Q: 3 clusters Score -4264367 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -4264446.000000 Penalty: 5345.410645
	Iteration 31Q: 3 clusters Score -4264446 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -4264522.500000 Penalty: 5345.410645
	Iteration 32Q: 3 clusters Score -4264522 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -4264612.000000 Penalty: 5345.410645
	Iteration 33Q: 3 clusters Score -4264612 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -4264656.500000 Penalty: 5345.410645
	Iteration 34Q: 3 clusters Score -4264656 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -4264737.000000 Penalty: 5345.410645
	Iteration 35Q: 3 clusters Score -4264737 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -4264823.500000 Penalty: 5345.410645
	Iteration 36Q: 3 clusters Score -4264824 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -4264897.000000 Penalty: 5345.410645
	Iteration 37Q: 3 clusters Score -4264897 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -4264964.000000 Penalty: 5345.410645
	Iteration 38Q: 3 clusters Score -4264964 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -4265016.500000 Penalty: 5345.410645
	Iteration 39Q: 3 clusters Score -4265016 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -4265065.000000 Penalty: 5345.410645
	Iteration 40F: 3 clusters Score -4265065 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -4265087.500000 Penalty: 5345.410645
	Iteration 41Q: 3 clusters Score -4265088 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -4265115.500000 Penalty: 5345.410645
	Iteration 42Q: 3 clusters Score -4265116 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -4265131.000000 Penalty: 5345.410645
	Iteration 43Q: 3 clusters Score -4265131 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -4265145.500000 Penalty: 5345.410645
	Iteration 44Q: 3 clusters Score -4265146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -4265161.500000 Penalty: 5345.410645
	Iteration 45Q: 3 clusters Score -4265162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -4265173.000000 Penalty: 5345.410645
	Iteration 46Q: 3 clusters Score -4265173 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -4265189.000000 Penalty: 5345.410645
	Iteration 47Q: 3 clusters Score -4265189 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -4265196.000000 Penalty: 5345.410645
	Iteration 48Q: 3 clusters Score -4265196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -4265202.000000 Penalty: 5345.410645
	Iteration 49Q: 3 clusters Score -4265202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -4265203.000000 Penalty: 5345.410645
	Iteration 50Q: 3 clusters Score -4265203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -4265211.000000 Penalty: 5345.410645
	Iteration 51Q: 3 clusters Score -4265211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -4265227.000000 Penalty: 5345.410645
	Iteration 52Q: 3 clusters Score -4265227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -4265236.000000 Penalty: 5345.410645
	Iteration 53Q: 3 clusters Score -4265236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -4265243.500000 Penalty: 5345.410645
	Iteration 54Q: 3 clusters Score -4265244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -4265250.500000 Penalty: 5345.410645
	Iteration 55Q: 3 clusters Score -4265250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -4265266.500000 Penalty: 5345.410645
	Iteration 56Q: 3 clusters Score -4265266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -4265267.500000 Penalty: 5345.410645
	Iteration 57Q: 3 clusters Score -4265268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -4265266.000000 Penalty: 5345.410645
	Iteration 58Q: 3 clusters Score -4265266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -4265273.500000 Penalty: 5345.410645
	Iteration 59Q: 3 clusters Score -4265274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -4265276.000000 Penalty: 5345.410645
	Iteration 60F: 3 clusters Score -4265276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -4265289.500000 Penalty: 5345.410645
	Iteration 61Q: 3 clusters Score -4265290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -4265284.000000 Penalty: 5345.410645
	Iteration 62Q: 3 clusters Score -4265284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -4265281.500000 Penalty: 5345.410645
	Iteration 63Q: 3 clusters Score -4265282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -4265279.000000 Penalty: 5345.410645
	Iteration 64Q: 3 clusters Score -4265279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -4265282.500000 Penalty: 5345.410645
	Iteration 65Q: 3 clusters Score -4265282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -4265274.500000 Penalty: 5345.410645
	Iteration 66Q: 3 clusters Score -4265274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -4265274.500000 Penalty: 5345.410645
	Iteration 67Q: 3 clusters Score -4265274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -4265276.500000 Penalty: 5345.410645
	Iteration 68Q: 3 clusters Score -4265276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -4265280.000000 Penalty: 5345.410645
	Iteration 69Q: 3 clusters Score -4265280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -4265278.000000 Penalty: 5345.410645
	Iteration 70Q: 3 clusters Score -4265278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -4265278.000000 Penalty: 5345.410645
	Iteration 71F: 3 clusters Score -4265278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Entering Unmasked Estep 
Score: -268492.812500 Penalty: 1991.944702
	Iteration 0F: 2 clusters Score -268492.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -265306.375000 Penalty: 3983.889404
	Iteration 0F: 3 clusters Score -265306.4 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -266087.593750 Penalty: 3983.889404
	Iteration 1F: 3 clusters Score -266087.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -266302.843750 Penalty: 3983.889404
	Iteration 2F: 3 clusters Score -266302.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -266436.875000 Penalty: 3983.889404
	Iteration 3F: 3 clusters Score -266436.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -266540.625000 Penalty: 3983.889404
	Iteration 4Q: 3 clusters Score -266540.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -266641.687500 Penalty: 3983.889404
	Iteration 5Q: 3 clusters Score -266641.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -266778.750000 Penalty: 3983.889404
	Iteration 6Q: 3 clusters Score -266778.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -266933.593750 Penalty: 3983.889404
	Iteration 7F: 3 clusters Score -266933.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -267097.000000 Penalty: 3983.889404
	Iteration 8Q: 3 clusters Score -267097 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -267258.187500 Penalty: 3983.889404
	Iteration 9Q: 3 clusters Score -267258.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -267454.781250 Penalty: 3983.889404
	Iteration 10Q: 3 clusters Score -267454.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -267637.906250 Penalty: 3983.889404
	Iteration 11Q: 3 clusters Score -267637.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -267774.843750 Penalty: 3983.889404
	Iteration 12Q: 3 clusters Score -267774.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -267838.812500 Penalty: 3983.889404
	Iteration 13Q: 3 clusters Score -267838.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -267882.281250 Penalty: 3983.889404
	Iteration 14Q: 3 clusters Score -267882.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -267909.718750 Penalty: 3983.889404
	Iteration 15Q: 3 clusters Score -267909.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -267934.406250 Penalty: 3983.889404
	Iteration 16Q: 3 clusters Score -267934.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -267977.437500 Penalty: 3983.889404
	Iteration 17Q: 3 clusters Score -267977.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -268002.375000 Penalty: 3983.889404
	Iteration 18Q: 3 clusters Score -268002.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -268023.281250 Penalty: 3983.889404
	Iteration 19Q: 3 clusters Score -268023.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -268044.375000 Penalty: 3983.889404
	Iteration 20F: 3 clusters Score -268044.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -268080.125000 Penalty: 3983.889404
	Iteration 21Q: 3 clusters Score -268080.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -268111.375000 Penalty: 3983.889404
	Iteration 22Q: 3 clusters Score -268111.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -268125.593750 Penalty: 3983.889404
	Iteration 23Q: 3 clusters Score -268125.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -268133.812500 Penalty: 3983.889404
	Iteration 24Q: 3 clusters Score -268133.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -268146.531250 Penalty: 3983.889404
	Iteration 25Q: 3 clusters Score -268146.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -268155.750000 Penalty: 3983.889404
	Iteration 26Q: 3 clusters Score -268155.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -268161.312500 Penalty: 3983.889404
	Iteration 27Q: 3 clusters Score -268161.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -268166.468750 Penalty: 3983.889404
	Iteration 28Q: 3 clusters Score -268166.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -268170.625000 Penalty: 3983.889404
	Iteration 29Q: 3 clusters Score -268170.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -268173.250000 Penalty: 3983.889404
	Iteration 30Q: 3 clusters Score -268173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -268174.625000 Penalty: 3983.889404
	Iteration 31Q: 3 clusters Score -268174.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -268174.625000 Penalty: 3983.889404
	Iteration 32F: 3 clusters Score -268174.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Entering Unmasked Estep 
Score: -426633.250000 Penalty: 2079.827393
	Iteration 0F: 2 clusters Score -426633.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -422546.218750 Penalty: 4159.654785
	Iteration 0F: 3 clusters Score -422546.2 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -423501.312500 Penalty: 4159.654785
	Iteration 1F: 3 clusters Score -423501.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -423664.656250 Penalty: 4159.654785
	Iteration 2F: 3 clusters Score -423664.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -423761.906250 Penalty: 4159.654785
	Iteration 3Q: 3 clusters Score -423761.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -423835.156250 Penalty: 4159.654785
	Iteration 4Q: 3 clusters Score -423835.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -423895.250000 Penalty: 4159.654785
	Iteration 5Q: 3 clusters Score -423895.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -423935.281250 Penalty: 4159.654785
	Iteration 6Q: 3 clusters Score -423935.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -423959.968750 Penalty: 4159.654785
	Iteration 7Q: 3 clusters Score -423960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -423981.906250 Penalty: 4159.654785
	Iteration 8Q: 3 clusters Score -423981.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -424002.500000 Penalty: 4159.654785
	Iteration 9Q: 3 clusters Score -424002.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -424020.375000 Penalty: 4159.654785
	Iteration 10Q: 3 clusters Score -424020.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -424034.875000 Penalty: 4159.654785
	Iteration 11Q: 3 clusters Score -424034.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -424044.468750 Penalty: 4159.654785
	Iteration 12Q: 3 clusters Score -424044.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -424053.718750 Penalty: 4159.654785
	Iteration 13Q: 3 clusters Score -424053.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -424059.937500 Penalty: 4159.654785
	Iteration 14Q: 3 clusters Score -424059.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -424066.968750 Penalty: 4159.654785
	Iteration 15Q: 3 clusters Score -424067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -424073.718750 Penalty: 4159.654785
	Iteration 16Q: 3 clusters Score -424073.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -424078.375000 Penalty: 4159.654785
	Iteration 17Q: 3 clusters Score -424078.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -424081.000000 Penalty: 4159.654785
	Iteration 18Q: 3 clusters Score -424081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -424085.312500 Penalty: 4159.654785
	Iteration 19Q: 3 clusters Score -424085.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -424088.812500 Penalty: 4159.654785
	Iteration 20F: 3 clusters Score -424088.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -424091.406250 Penalty: 4159.654785
	Iteration 21Q: 3 clusters Score -424091.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -424093.750000 Penalty: 4159.654785
	Iteration 22Q: 3 clusters Score -424093.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -424097.343750 Penalty: 4159.654785
	Iteration 23Q: 3 clusters Score -424097.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -424102.375000 Penalty: 4159.654785
	Iteration 24Q: 3 clusters Score -424102.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -424107.906250 Penalty: 4159.654785
	Iteration 25Q: 3 clusters Score -424107.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -424112.406250 Penalty: 4159.654785
	Iteration 26Q: 3 clusters Score -424112.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -424119.843750 Penalty: 4159.654785
	Iteration 27Q: 3 clusters Score -424119.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -424133.125000 Penalty: 4159.654785
	Iteration 28Q: 3 clusters Score -424133.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -424149.031250 Penalty: 4159.654785
	Iteration 29Q: 3 clusters Score -424149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -424165.437500 Penalty: 4159.654785
	Iteration 30Q: 3 clusters Score -424165.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -424177.781250 Penalty: 4159.654785
	Iteration 31Q: 3 clusters Score -424177.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -424193.156250 Penalty: 4159.654785
	Iteration 32Q: 3 clusters Score -424193.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -424210.062500 Penalty: 4159.654785
	Iteration 33Q: 3 clusters Score -424210.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -424233.906250 Penalty: 4159.654785
	Iteration 34Q: 3 clusters Score -424233.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -424259.312500 Penalty: 4159.654785
	Iteration 35Q: 3 clusters Score -424259.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -424286.343750 Penalty: 4159.654785
	Iteration 36Q: 3 clusters Score -424286.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -424308.343750 Penalty: 4159.654785
	Iteration 37Q: 3 clusters Score -424308.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -424328.281250 Penalty: 4159.654785
	Iteration 38Q: 3 clusters Score -424328.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -424344.812500 Penalty: 4159.654785
	Iteration 39Q: 3 clusters Score -424344.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -424358.500000 Penalty: 4159.654785
	Iteration 40F: 3 clusters Score -424358.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -424377.343750 Penalty: 4159.654785
	Iteration 41Q: 3 clusters Score -424377.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -424401.093750 Penalty: 4159.654785
	Iteration 42Q: 3 clusters Score -424401.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -424424.468750 Penalty: 4159.654785
	Iteration 43Q: 3 clusters Score -424424.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -424446.406250 Penalty: 4159.654785
	Iteration 44Q: 3 clusters Score -424446.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -424461.156250 Penalty: 4159.654785
	Iteration 45Q: 3 clusters Score -424461.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -424468.625000 Penalty: 4159.654785
	Iteration 46Q: 3 clusters Score -424468.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -424476.343750 Penalty: 4159.654785
	Iteration 47Q: 3 clusters Score -424476.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -424485.843750 Penalty: 4159.654785
	Iteration 48Q: 3 clusters Score -424485.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -424496.656250 Penalty: 4159.654785
	Iteration 49Q: 3 clusters Score -424496.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -424510.250000 Penalty: 4159.654785
	Iteration 50Q: 3 clusters Score -424510.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -424525.187500 Penalty: 4159.654785
	Iteration 51Q: 3 clusters Score -424525.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -424544.625000 Penalty: 4159.654785
	Iteration 52Q: 3 clusters Score -424544.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -424566.718750 Penalty: 4159.654785
	Iteration 53Q: 3 clusters Score -424566.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -424582.218750 Penalty: 4159.654785
	Iteration 54Q: 3 clusters Score -424582.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -424592.093750 Penalty: 4159.654785
	Iteration 55Q: 3 clusters Score -424592.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -424600.750000 Penalty: 4159.654785
	Iteration 56Q: 3 clusters Score -424600.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -424606.687500 Penalty: 4159.654785
	Iteration 57Q: 3 clusters Score -424606.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -424614.593750 Penalty: 4159.654785
	Iteration 58Q: 3 clusters Score -424614.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -424625.812500 Penalty: 4159.654785
	Iteration 59Q: 3 clusters Score -424625.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -424636.125000 Penalty: 4159.654785
	Iteration 60F: 3 clusters Score -424636.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -424644.812500 Penalty: 4159.654785
	Iteration 61Q: 3 clusters Score -424644.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -424660.812500 Penalty: 4159.654785
	Iteration 62Q: 3 clusters Score -424660.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -424675.218750 Penalty: 4159.654785
	Iteration 63Q: 3 clusters Score -424675.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -424686.468750 Penalty: 4159.654785
	Iteration 64Q: 3 clusters Score -424686.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -424699.062500 Penalty: 4159.654785
	Iteration 65Q: 3 clusters Score -424699.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -424707.312500 Penalty: 4159.654785
	Iteration 66Q: 3 clusters Score -424707.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -424711.750000 Penalty: 4159.654785
	Iteration 67Q: 3 clusters Score -424711.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -424715.093750 Penalty: 4159.654785
	Iteration 68Q: 3 clusters Score -424715.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -424717.468750 Penalty: 4159.654785
	Iteration 69Q: 3 clusters Score -424717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -424718.531250 Penalty: 4159.654785
	Iteration 70Q: 3 clusters Score -424718.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -424719.906250 Penalty: 4159.654785
	Iteration 71Q: 3 clusters Score -424719.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -424722.250000 Penalty: 4159.654785
	Iteration 72Q: 3 clusters Score -424722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -424722.250000 Penalty: 4159.654785
	Iteration 73F: 3 clusters Score -424722.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Entering Unmasked Estep 
Score: -460106.937500 Penalty: 2107.051025
	Iteration 0F: 2 clusters Score -460106.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -455730.718750 Penalty: 4214.102051
	Iteration 0F: 3 clusters Score -455730.7 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -456739.468750 Penalty: 4214.102051
	Iteration 1F: 3 clusters Score -456739.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -456932.468750 Penalty: 4214.102051
	Iteration 2F: 3 clusters Score -456932.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -457055.968750 Penalty: 4214.102051
	Iteration 3Q: 3 clusters Score -457056 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -457136.312500 Penalty: 4214.102051
	Iteration 4Q: 3 clusters Score -457136.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -457181.468750 Penalty: 4214.102051
	Iteration 5Q: 3 clusters Score -457181.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -457221.031250 Penalty: 4214.102051
	Iteration 6Q: 3 clusters Score -457221 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -457255.312500 Penalty: 4214.102051
	Iteration 7Q: 3 clusters Score -457255.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -457291.500000 Penalty: 4214.102051
	Iteration 8Q: 3 clusters Score -457291.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -457326.718750 Penalty: 4214.102051
	Iteration 9Q: 3 clusters Score -457326.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -457361.156250 Penalty: 4214.102051
	Iteration 10Q: 3 clusters Score -457361.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -457389.250000 Penalty: 4214.102051
	Iteration 11Q: 3 clusters Score -457389.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -457411.343750 Penalty: 4214.102051
	Iteration 12Q: 3 clusters Score -457411.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -457435.750000 Penalty: 4214.102051
	Iteration 13Q: 3 clusters Score -457435.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -457458.187500 Penalty: 4214.102051
	Iteration 14Q: 3 clusters Score -457458.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -457482.906250 Penalty: 4214.102051
	Iteration 15Q: 3 clusters Score -457482.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -457514.500000 Penalty: 4214.102051
	Iteration 16Q: 3 clusters Score -457514.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -457550.125000 Penalty: 4214.102051
	Iteration 17Q: 3 clusters Score -457550.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -457583.250000 Penalty: 4214.102051
	Iteration 18Q: 3 clusters Score -457583.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -457614.343750 Penalty: 4214.102051
	Iteration 19Q: 3 clusters Score -457614.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -457647.968750 Penalty: 4214.102051
	Iteration 20F: 3 clusters Score -457648 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -457685.781250 Penalty: 4214.102051
	Iteration 21Q: 3 clusters Score -457685.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -457729.968750 Penalty: 4214.102051
	Iteration 22Q: 3 clusters Score -457730 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -457776.312500 Penalty: 4214.102051
	Iteration 23Q: 3 clusters Score -457776.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -457823.093750 Penalty: 4214.102051
	Iteration 24Q: 3 clusters Score -457823.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -457863.687500 Penalty: 4214.102051
	Iteration 25Q: 3 clusters Score -457863.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -457908.406250 Penalty: 4214.102051
	Iteration 26Q: 3 clusters Score -457908.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -457968.562500 Penalty: 4214.102051
	Iteration 27Q: 3 clusters Score -457968.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -458018.562500 Penalty: 4214.102051
	Iteration 28Q: 3 clusters Score -458018.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -458064.906250 Penalty: 4214.102051
	Iteration 29Q: 3 clusters Score -458064.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -458098.593750 Penalty: 4214.102051
	Iteration 30Q: 3 clusters Score -458098.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -458122.562500 Penalty: 4214.102051
	Iteration 31Q: 3 clusters Score -458122.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -458143.718750 Penalty: 4214.102051
	Iteration 32Q: 3 clusters Score -458143.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -458160.156250 Penalty: 4214.102051
	Iteration 33Q: 3 clusters Score -458160.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -458173.875000 Penalty: 4214.102051
	Iteration 34Q: 3 clusters Score -458173.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -458187.156250 Penalty: 4214.102051
	Iteration 35Q: 3 clusters Score -458187.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -458200.937500 Penalty: 4214.102051
	Iteration 36Q: 3 clusters Score -458200.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -458214.968750 Penalty: 4214.102051
	Iteration 37Q: 3 clusters Score -458215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -458225.937500 Penalty: 4214.102051
	Iteration 38Q: 3 clusters Score -458225.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -458230.437500 Penalty: 4214.102051
	Iteration 39Q: 3 clusters Score -458230.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -458241.156250 Penalty: 4214.102051
	Iteration 40F: 3 clusters Score -458241.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -458251.593750 Penalty: 4214.102051
	Iteration 41Q: 3 clusters Score -458251.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -458257.343750 Penalty: 4214.102051
	Iteration 42Q: 3 clusters Score -458257.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -458261.062500 Penalty: 4214.102051
	Iteration 43Q: 3 clusters Score -458261.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -458270.750000 Penalty: 4214.102051
	Iteration 44Q: 3 clusters Score -458270.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -458276.093750 Penalty: 4214.102051
	Iteration 45Q: 3 clusters Score -458276.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -458284.312500 Penalty: 4214.102051
	Iteration 46Q: 3 clusters Score -458284.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -458290.500000 Penalty: 4214.102051
	Iteration 47Q: 3 clusters Score -458290.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -458296.937500 Penalty: 4214.102051
	Iteration 48Q: 3 clusters Score -458296.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -458302.593750 Penalty: 4214.102051
	Iteration 49Q: 3 clusters Score -458302.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -458310.125000 Penalty: 4214.102051
	Iteration 50Q: 3 clusters Score -458310.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -458311.968750 Penalty: 4214.102051
	Iteration 51Q: 3 clusters Score -458312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -458317.125000 Penalty: 4214.102051
	Iteration 52Q: 3 clusters Score -458317.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -458324.750000 Penalty: 4214.102051
	Iteration 53Q: 3 clusters Score -458324.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -458328.875000 Penalty: 4214.102051
	Iteration 54Q: 3 clusters Score -458328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -458332.312500 Penalty: 4214.102051
	Iteration 55Q: 3 clusters Score -458332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -458332.750000 Penalty: 4214.102051
	Iteration 56Q: 3 clusters Score -458332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -458336.187500 Penalty: 4214.102051
	Iteration 57Q: 3 clusters Score -458336.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -458338.781250 Penalty: 4214.102051
	Iteration 58Q: 3 clusters Score -458338.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -458343.093750 Penalty: 4214.102051
	Iteration 59Q: 3 clusters Score -458343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -458347.125000 Penalty: 4214.102051
	Iteration 60F: 3 clusters Score -458347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -458349.937500 Penalty: 4214.102051
	Iteration 61Q: 3 clusters Score -458349.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -458350.406250 Penalty: 4214.102051
	Iteration 62Q: 3 clusters Score -458350.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -458350.406250 Penalty: 4214.102051
	Iteration 63F: 3 clusters Score -458350.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127156 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 11224 members 
Mstep: Class 4 contains 12422 members 
Mstep: Class 5 contains 12321 members 
Mstep: Class 6 contains 305356 members 
Mstep: Class 7 contains 225951 members 
Mstep: Class 8 contains 64458 members 
Mstep: Class 9 contains 28503 members 
Mstep: Class 10 contains 6832 members 
Mstep: Class 11 contains 8291 members 
Mstep: Class 12 contains 74207 members 
Mstep: Class 13 contains 9797 members 
Mstep: Class 14 contains 228067 members 
Mstep: Class 15 contains 13399 members 
Mstep: Class 16 contains 222647 members 
Mstep: Class 17 contains 5885 members 
Mstep: Class 18 contains 10318 members 
Mstep: Class 19 contains 7765 members 
Mstep: Class 20 contains 23512 members 
Mstep: Class 21 contains 6961 members 
Mstep: Class 22 contains 7300 members 
Mstep: Class 23 contains 6526 members 
Mstep: Class 24 contains 18563 members 
Mstep: Class 25 contains 8716 members 
Mstep: Class 26 contains 7296 members 
Mstep: Class 27 contains 3940 members 
Mstep: Class 28 contains 15669 members 
Mstep: Class 29 contains 6959 members 
Mstep: Class 30 contains 19095 members 
Mstep: Class 31 contains 102869 members 
Mstep: Class 32 contains 5984 members 
Mstep: Class 33 contains 47908 members 
Mstep: Class 34 contains 3078 members 
Mstep: Class 35 contains 4387 members 
Mstep: Class 36 contains 4896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695456.000000 Penalty: 127934.179688
Iteration 159Q: 37 clusters Score -1.576955e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127165 members 
Mstep: Class 2 contains 3752 members 
Mstep: Class 3 contains 11213 members 
Mstep: Class 4 contains 12405 members 
Mstep: Class 5 contains 12322 members 
Mstep: Class 6 contains 305361 members 
Mstep: Class 7 contains 225969 members 
Mstep: Class 8 contains 64465 members 
Mstep: Class 9 contains 28617 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 8287 members 
Mstep: Class 12 contains 74230 members 
Mstep: Class 13 contains 9796 members 
Mstep: Class 14 contains 228107 members 
Mstep: Class 15 contains 13409 members 
Mstep: Class 16 contains 222578 members 
Mstep: Class 17 contains 5885 members 
Mstep: Class 18 contains 10312 members 
Mstep: Class 19 contains 7768 members 
Mstep: Class 20 contains 23508 members 
Mstep: Class 21 contains 6970 members 
Mstep: Class 22 contains 7306 members 
Mstep: Class 23 contains 6529 members 
Mstep: Class 24 contains 18565 members 
Mstep: Class 25 contains 8716 members 
Mstep: Class 26 contains 7291 members 
Mstep: Class 27 contains 3948 members 
Mstep: Class 28 contains 15665 members 
Mstep: Class 29 contains 6933 members 
Mstep: Class 30 contains 19091 members 
Mstep: Class 31 contains 102812 members 
Mstep: Class 32 contains 5992 members 
Mstep: Class 33 contains 47853 members 
Mstep: Class 34 contains 3084 members 
Mstep: Class 35 contains 4388 members 
Mstep: Class 36 contains 4896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695616.000000 Penalty: 127934.179688
Iteration 160F: 37 clusters Score -1.576956e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127165 members 
Mstep: Class 2 contains 3752 members 
Mstep: Class 3 contains 11205 members 
Mstep: Class 4 contains 12390 members 
Mstep: Class 5 contains 12324 members 
Mstep: Class 6 contains 305360 members 
Mstep: Class 7 contains 225997 members 
Mstep: Class 8 contains 64465 members 
Mstep: Class 9 contains 28727 members 
Mstep: Class 10 contains 6813 members 
Mstep: Class 11 contains 8281 members 
Mstep: Class 12 contains 74250 members 
Mstep: Class 13 contains 9792 members 
Mstep: Class 14 contains 228143 members 
Mstep: Class 15 contains 13416 members 
Mstep: Class 16 contains 222519 members 
Mstep: Class 17 contains 5885 members 
Mstep: Class 18 contains 10311 members 
Mstep: Class 19 contains 7773 members 
Mstep: Class 20 contains 23514 members 
Mstep: Class 21 contains 6981 members 
Mstep: Class 22 contains 7308 members 
Mstep: Class 23 contains 6532 members 
Mstep: Class 24 contains 18571 members 
Mstep: Class 25 contains 8716 members 
Mstep: Class 26 contains 7287 members 
Mstep: Class 27 contains 3956 members 
Mstep: Class 28 contains 15663 members 
Mstep: Class 29 contains 6897 members 
Mstep: Class 30 contains 19088 members 
Mstep: Class 31 contains 102761 members 
Mstep: Class 32 contains 5998 members 
Mstep: Class 33 contains 47787 members 
Mstep: Class 34 contains 3095 members 
Mstep: Class 35 contains 4389 members 
Mstep: Class 36 contains 4897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695776.000000 Penalty: 127934.179688
Iteration 161Q: 37 clusters Score -1.576958e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127170 members 
Mstep: Class 2 contains 3752 members 
Mstep: Class 3 contains 11196 members 
Mstep: Class 4 contains 12379 members 
Mstep: Class 5 contains 12326 members 
Mstep: Class 6 contains 305352 members 
Mstep: Class 7 contains 226023 members 
Mstep: Class 8 contains 64465 members 
Mstep: Class 9 contains 28810 members 
Mstep: Class 10 contains 6813 members 
Mstep: Class 11 contains 8275 members 
Mstep: Class 12 contains 74268 members 
Mstep: Class 13 contains 9793 members 
Mstep: Class 14 contains 228191 members 
Mstep: Class 15 contains 13428 members 
Mstep: Class 16 contains 222465 members 
Mstep: Class 17 contains 5883 members 
Mstep: Class 18 contains 10311 members 
Mstep: Class 19 contains 7783 members 
Mstep: Class 20 contains 23514 members 
Mstep: Class 21 contains 6987 members 
Mstep: Class 22 contains 7312 members 
Mstep: Class 23 contains 6532 members 
Mstep: Class 24 contains 18572 members 
Mstep: Class 25 contains 8718 members 
Mstep: Class 26 contains 7285 members 
Mstep: Class 27 contains 3966 members 
Mstep: Class 28 contains 15664 members 
Mstep: Class 29 contains 6870 members 
Mstep: Class 30 contains 19087 members 
Mstep: Class 31 contains 102720 members 
Mstep: Class 32 contains 6000 members 
Mstep: Class 33 contains 47711 members 
Mstep: Class 34 contains 3100 members 
Mstep: Class 35 contains 4389 members 
Mstep: Class 36 contains 4898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695616.000000 Penalty: 127934.179688
Iteration 162Q: 37 clusters Score -1.576956e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127174 members 
Mstep: Class 2 contains 3753 members 
Mstep: Class 3 contains 11190 members 
Mstep: Class 4 contains 12377 members 
Mstep: Class 5 contains 12326 members 
Mstep: Class 6 contains 305345 members 
Mstep: Class 7 contains 226048 members 
Mstep: Class 8 contains 64465 members 
Mstep: Class 9 contains 28906 members 
Mstep: Class 10 contains 6825 members 
Mstep: Class 11 contains 8274 members 
Mstep: Class 12 contains 74286 members 
Mstep: Class 13 contains 9793 members 
Mstep: Class 14 contains 228223 members 
Mstep: Class 15 contains 13439 members 
Mstep: Class 16 contains 222421 members 
Mstep: Class 17 contains 5877 members 
Mstep: Class 18 contains 10311 members 
Mstep: Class 19 contains 7793 members 
Mstep: Class 20 contains 23510 members 
Mstep: Class 21 contains 6990 members 
Mstep: Class 22 contains 7313 members 
Mstep: Class 23 contains 6536 members 
Mstep: Class 24 contains 18573 members 
Mstep: Class 25 contains 8717 members 
Mstep: Class 26 contains 7284 members 
Mstep: Class 27 contains 3972 members 
Mstep: Class 28 contains 15661 members 
Mstep: Class 29 contains 6846 members 
Mstep: Class 30 contains 19082 members 
Mstep: Class 31 contains 102682 members 
Mstep: Class 32 contains 5999 members 
Mstep: Class 33 contains 47627 members 
Mstep: Class 34 contains 3103 members 
Mstep: Class 35 contains 4389 members 
Mstep: Class 36 contains 4898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695872.000000 Penalty: 127934.179688
Iteration 163Q: 37 clusters Score -1.576959e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127169 members 
Mstep: Class 2 contains 3753 members 
Mstep: Class 3 contains 11188 members 
Mstep: Class 4 contains 12375 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 305332 members 
Mstep: Class 7 contains 226096 members 
Mstep: Class 8 contains 64463 members 
Mstep: Class 9 contains 29020 members 
Mstep: Class 10 contains 6826 members 
Mstep: Class 11 contains 8270 members 
Mstep: Class 12 contains 74290 members 
Mstep: Class 13 contains 9789 members 
Mstep: Class 14 contains 228244 members 
Mstep: Class 15 contains 13467 members 
Mstep: Class 16 contains 222377 members 
Mstep: Class 17 contains 5875 members 
Mstep: Class 18 contains 10309 members 
Mstep: Class 19 contains 7812 members 
Mstep: Class 20 contains 23510 members 
Mstep: Class 21 contains 6996 members 
Mstep: Class 22 contains 7311 members 
Mstep: Class 23 contains 6552 members 
Mstep: Class 24 contains 18575 members 
Mstep: Class 25 contains 8718 members 
Mstep: Class 26 contains 7283 members 
Mstep: Class 27 contains 3978 members 
Mstep: Class 28 contains 15656 members 
Mstep: Class 29 contains 6815 members 
Mstep: Class 30 contains 19085 members 
Mstep: Class 31 contains 102638 members 
Mstep: Class 32 contains 6001 members 
Mstep: Class 33 contains 47521 members 
Mstep: Class 34 contains 3102 members 
Mstep: Class 35 contains 4389 members 
Mstep: Class 36 contains 4898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695664.000000 Penalty: 127934.179688
Iteration 164Q: 37 clusters Score -1.576957e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127164 members 
Mstep: Class 2 contains 3753 members 
Mstep: Class 3 contains 11186 members 
Mstep: Class 4 contains 12366 members 
Mstep: Class 5 contains 12324 members 
Mstep: Class 6 contains 305318 members 
Mstep: Class 7 contains 226135 members 
Mstep: Class 8 contains 64464 members 
Mstep: Class 9 contains 29132 members 
Mstep: Class 10 contains 6818 members 
Mstep: Class 11 contains 8262 members 
Mstep: Class 12 contains 74312 members 
Mstep: Class 13 contains 9786 members 
Mstep: Class 14 contains 228263 members 
Mstep: Class 15 contains 13484 members 
Mstep: Class 16 contains 222332 members 
Mstep: Class 17 contains 5875 members 
Mstep: Class 18 contains 10301 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 23503 members 
Mstep: Class 21 contains 6998 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 6569 members 
Mstep: Class 24 contains 18580 members 
Mstep: Class 25 contains 8715 members 
Mstep: Class 26 contains 7281 members 
Mstep: Class 27 contains 3985 members 
Mstep: Class 28 contains 15654 members 
Mstep: Class 29 contains 6779 members 
Mstep: Class 30 contains 19085 members 
Mstep: Class 31 contains 102608 members 
Mstep: Class 32 contains 6002 members 
Mstep: Class 33 contains 47450 members 
Mstep: Class 34 contains 3097 members 
Mstep: Class 35 contains 4389 members 
Mstep: Class 36 contains 4898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695792.000000 Penalty: 127934.179688
Iteration 165Q: 37 clusters Score -1.576958e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127170 members 
Mstep: Class 2 contains 3753 members 
Mstep: Class 3 contains 11181 members 
Mstep: Class 4 contains 12360 members 
Mstep: Class 5 contains 12323 members 
Mstep: Class 6 contains 305307 members 
Mstep: Class 7 contains 226161 members 
Mstep: Class 8 contains 64465 members 
Mstep: Class 9 contains 29221 members 
Mstep: Class 10 contains 6814 members 
Mstep: Class 11 contains 8256 members 
Mstep: Class 12 contains 74329 members 
Mstep: Class 13 contains 9786 members 
Mstep: Class 14 contains 228286 members 
Mstep: Class 15 contains 13498 members 
Mstep: Class 16 contains 222287 members 
Mstep: Class 17 contains 5877 members 
Mstep: Class 18 contains 10300 members 
Mstep: Class 19 contains 7838 members 
Mstep: Class 20 contains 23491 members 
Mstep: Class 21 contains 7005 members 
Mstep: Class 22 contains 7324 members 
Mstep: Class 23 contains 6582 members 
Mstep: Class 24 contains 18590 members 
Mstep: Class 25 contains 8715 members 
Mstep: Class 26 contains 7280 members 
Mstep: Class 27 contains 3993 members 
Mstep: Class 28 contains 15650 members 
Mstep: Class 29 contains 6753 members 
Mstep: Class 30 contains 19081 members 
Mstep: Class 31 contains 102579 members 
Mstep: Class 32 contains 6001 members 
Mstep: Class 33 contains 47365 members 
Mstep: Class 34 contains 3098 members 
Mstep: Class 35 contains 4389 members 
Mstep: Class 36 contains 4900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695792.000000 Penalty: 127934.179688
Iteration 166Q: 37 clusters Score -1.576958e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127180 members 
Mstep: Class 2 contains 3753 members 
Mstep: Class 3 contains 11176 members 
Mstep: Class 4 contains 12357 members 
Mstep: Class 5 contains 12324 members 
Mstep: Class 6 contains 305300 members 
Mstep: Class 7 contains 226186 members 
Mstep: Class 8 contains 64465 members 
Mstep: Class 9 contains 29311 members 
Mstep: Class 10 contains 6815 members 
Mstep: Class 11 contains 8252 members 
Mstep: Class 12 contains 74359 members 
Mstep: Class 13 contains 9783 members 
Mstep: Class 14 contains 228310 members 
Mstep: Class 15 contains 13514 members 
Mstep: Class 16 contains 222247 members 
Mstep: Class 17 contains 5877 members 
Mstep: Class 18 contains 10296 members 
Mstep: Class 19 contains 7845 members 
Mstep: Class 20 contains 23486 members 
Mstep: Class 21 contains 7013 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 6597 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 8714 members 
Mstep: Class 26 contains 7278 members 
Mstep: Class 27 contains 4003 members 
Mstep: Class 28 contains 15647 members 
Mstep: Class 29 contains 6725 members 
Mstep: Class 30 contains 19074 members 
Mstep: Class 31 contains 102557 members 
Mstep: Class 32 contains 6000 members 
Mstep: Class 33 contains 47258 members 
Mstep: Class 34 contains 3096 members 
Mstep: Class 35 contains 4389 members 
Mstep: Class 36 contains 4901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695792.000000 Penalty: 127934.179688
Iteration 167Q: 37 clusters Score -1.576958e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127183 members 
Mstep: Class 2 contains 3753 members 
Mstep: Class 3 contains 11181 members 
Mstep: Class 4 contains 12350 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 305296 members 
Mstep: Class 7 contains 226206 members 
Mstep: Class 8 contains 64460 members 
Mstep: Class 9 contains 29394 members 
Mstep: Class 10 contains 6811 members 
Mstep: Class 11 contains 8251 members 
Mstep: Class 12 contains 74382 members 
Mstep: Class 13 contains 9782 members 
Mstep: Class 14 contains 228333 members 
Mstep: Class 15 contains 13527 members 
Mstep: Class 16 contains 222198 members 
Mstep: Class 17 contains 5878 members 
Mstep: Class 18 contains 10291 members 
Mstep: Class 19 contains 7853 members 
Mstep: Class 20 contains 23494 members 
Mstep: Class 21 contains 7025 members 
Mstep: Class 22 contains 7333 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 18597 members 
Mstep: Class 25 contains 8712 members 
Mstep: Class 26 contains 7276 members 
Mstep: Class 27 contains 4011 members 
Mstep: Class 28 contains 15643 members 
Mstep: Class 29 contains 6685 members 
Mstep: Class 30 contains 19074 members 
Mstep: Class 31 contains 102541 members 
Mstep: Class 32 contains 6002 members 
Mstep: Class 33 contains 47161 members 
Mstep: Class 34 contains 3102 members 
Mstep: Class 35 contains 4389 members 
Mstep: Class 36 contains 4901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695936.000000 Penalty: 127934.179688
Iteration 168Q: 37 clusters Score -1.576959e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127178 members 
Mstep: Class 2 contains 3753 members 
Mstep: Class 3 contains 11174 members 
Mstep: Class 4 contains 12348 members 
Mstep: Class 5 contains 12323 members 
Mstep: Class 6 contains 305280 members 
Mstep: Class 7 contains 226236 members 
Mstep: Class 8 contains 64461 members 
Mstep: Class 9 contains 29462 members 
Mstep: Class 10 contains 6808 members 
Mstep: Class 11 contains 8248 members 
Mstep: Class 12 contains 74418 members 
Mstep: Class 13 contains 9779 members 
Mstep: Class 14 contains 228358 members 
Mstep: Class 15 contains 13538 members 
Mstep: Class 16 contains 222146 members 
Mstep: Class 17 contains 5879 members 
Mstep: Class 18 contains 10291 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 23496 members 
Mstep: Class 21 contains 7034 members 
Mstep: Class 22 contains 7338 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 18605 members 
Mstep: Class 25 contains 8712 members 
Mstep: Class 26 contains 7276 members 
Mstep: Class 27 contains 4021 members 
Mstep: Class 28 contains 15642 members 
Mstep: Class 29 contains 6657 members 
Mstep: Class 30 contains 19067 members 
Mstep: Class 31 contains 102523 members 
Mstep: Class 32 contains 6006 members 
Mstep: Class 33 contains 47088 members 
Mstep: Class 34 contains 3102 members 
Mstep: Class 35 contains 4392 members 
Mstep: Class 36 contains 4903 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 37 clusters Score -1.57696e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127188 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 11173 members 
Mstep: Class 4 contains 12341 members 
Mstep: Class 5 contains 12322 members 
Mstep: Class 6 contains 305260 members 
Mstep: Class 7 contains 226258 members 
Mstep: Class 8 contains 64464 members 
Mstep: Class 9 contains 29515 members 
Mstep: Class 10 contains 6791 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 74454 members 
Mstep: Class 13 contains 9778 members 
Mstep: Class 14 contains 228390 members 
Mstep: Class 15 contains 13552 members 
Mstep: Class 16 contains 222086 members 
Mstep: Class 17 contains 5878 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 7858 members 
Mstep: Class 20 contains 23494 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 7342 members 
Mstep: Class 23 contains 6630 members 
Mstep: Class 24 contains 18608 members 
Mstep: Class 25 contains 8710 members 
Mstep: Class 26 contains 7277 members 
Mstep: Class 27 contains 4026 members 
Mstep: Class 28 contains 15643 members 
Mstep: Class 29 contains 6636 members 
Mstep: Class 30 contains 19061 members 
Mstep: Class 31 contains 102502 members 
Mstep: Class 32 contains 6010 members 
Mstep: Class 33 contains 47028 members 
Mstep: Class 34 contains 3100 members 
Mstep: Class 35 contains 4394 members 
Mstep: Class 36 contains 4907 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 37 clusters Score -1.576962e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127195 members 
Mstep: Class 2 contains 3756 members 
Mstep: Class 3 contains 11160 members 
Mstep: Class 4 contains 12332 members 
Mstep: Class 5 contains 12322 members 
Mstep: Class 6 contains 305249 members 
Mstep: Class 7 contains 226285 members 
Mstep: Class 8 contains 64462 members 
Mstep: Class 9 contains 29560 members 
Mstep: Class 10 contains 6797 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 74471 members 
Mstep: Class 13 contains 9776 members 
Mstep: Class 14 contains 228414 members 
Mstep: Class 15 contains 13562 members 
Mstep: Class 16 contains 222042 members 
Mstep: Class 17 contains 5880 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 7865 members 
Mstep: Class 20 contains 23497 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 7350 members 
Mstep: Class 23 contains 6644 members 
Mstep: Class 24 contains 18611 members 
Mstep: Class 25 contains 8711 members 
Mstep: Class 26 contains 7278 members 
Mstep: Class 27 contains 4030 members 
Mstep: Class 28 contains 15644 members 
Mstep: Class 29 contains 6608 members 
Mstep: Class 30 contains 19053 members 
Mstep: Class 31 contains 102487 members 
Mstep: Class 32 contains 6012 members 
Mstep: Class 33 contains 46960 members 
Mstep: Class 34 contains 3103 members 
Mstep: Class 35 contains 4396 members 
Mstep: Class 36 contains 4910 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 171Q: 37 clusters Score -1.576962e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127205 members 
Mstep: Class 2 contains 3755 members 
Mstep: Class 3 contains 11162 members 
Mstep: Class 4 contains 12327 members 
Mstep: Class 5 contains 12319 members 
Mstep: Class 6 contains 305248 members 
Mstep: Class 7 contains 226319 members 
Mstep: Class 8 contains 64463 members 
Mstep: Class 9 contains 29605 members 
Mstep: Class 10 contains 6799 members 
Mstep: Class 11 contains 8239 members 
Mstep: Class 12 contains 74496 members 
Mstep: Class 13 contains 9776 members 
Mstep: Class 14 contains 228436 members 
Mstep: Class 15 contains 13570 members 
Mstep: Class 16 contains 221991 members 
Mstep: Class 17 contains 5877 members 
Mstep: Class 18 contains 10293 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 23499 members 
Mstep: Class 21 contains 7065 members 
Mstep: Class 22 contains 7361 members 
Mstep: Class 23 contains 6658 members 
Mstep: Class 24 contains 18615 members 
Mstep: Class 25 contains 8710 members 
Mstep: Class 26 contains 7277 members 
Mstep: Class 27 contains 4035 members 
Mstep: Class 28 contains 15644 members 
Mstep: Class 29 contains 6571 members 
Mstep: Class 30 contains 19045 members 
Mstep: Class 31 contains 102474 members 
Mstep: Class 32 contains 6016 members 
Mstep: Class 33 contains 46873 members 
Mstep: Class 34 contains 3104 members 
Mstep: Class 35 contains 4396 members 
Mstep: Class 36 contains 4913 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 37 clusters Score -1.576961e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127203 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 11158 members 
Mstep: Class 4 contains 12325 members 
Mstep: Class 5 contains 12315 members 
Mstep: Class 6 contains 305245 members 
Mstep: Class 7 contains 226338 members 
Mstep: Class 8 contains 64467 members 
Mstep: Class 9 contains 29664 members 
Mstep: Class 10 contains 6790 members 
Mstep: Class 11 contains 8237 members 
Mstep: Class 12 contains 74525 members 
Mstep: Class 13 contains 9775 members 
Mstep: Class 14 contains 228450 members 
Mstep: Class 15 contains 13585 members 
Mstep: Class 16 contains 221936 members 
Mstep: Class 17 contains 5875 members 
Mstep: Class 18 contains 10289 members 
Mstep: Class 19 contains 7873 members 
Mstep: Class 20 contains 23500 members 
Mstep: Class 21 contains 7075 members 
Mstep: Class 22 contains 7373 members 
Mstep: Class 23 contains 6677 members 
Mstep: Class 24 contains 18615 members 
Mstep: Class 25 contains 8706 members 
Mstep: Class 26 contains 7280 members 
Mstep: Class 27 contains 4040 members 
Mstep: Class 28 contains 15644 members 
Mstep: Class 29 contains 6538 members 
Mstep: Class 30 contains 19039 members 
Mstep: Class 31 contains 102460 members 
Mstep: Class 32 contains 6016 members 
Mstep: Class 33 contains 46823 members 
Mstep: Class 34 contains 3107 members 
Mstep: Class 35 contains 4396 members 
Mstep: Class 36 contains 4915 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 37 clusters Score -1.57696e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127210 members 
Mstep: Class 2 contains 3756 members 
Mstep: Class 3 contains 11157 members 
Mstep: Class 4 contains 12325 members 
Mstep: Class 5 contains 12313 members 
Mstep: Class 6 contains 305244 members 
Mstep: Class 7 contains 226357 members 
Mstep: Class 8 contains 64465 members 
Mstep: Class 9 contains 29724 members 
Mstep: Class 10 contains 6796 members 
Mstep: Class 11 contains 8239 members 
Mstep: Class 12 contains 74547 members 
Mstep: Class 13 contains 9771 members 
Mstep: Class 14 contains 228460 members 
Mstep: Class 15 contains 13591 members 
Mstep: Class 16 contains 221884 members 
Mstep: Class 17 contains 5875 members 
Mstep: Class 18 contains 10287 members 
Mstep: Class 19 contains 7877 members 
Mstep: Class 20 contains 23500 members 
Mstep: Class 21 contains 7084 members 
Mstep: Class 22 contains 7382 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 18616 members 
Mstep: Class 25 contains 8703 members 
Mstep: Class 26 contains 7280 members 
Mstep: Class 27 contains 4052 members 
Mstep: Class 28 contains 15643 members 
Mstep: Class 29 contains 6504 members 
Mstep: Class 30 contains 19030 members 
Mstep: Class 31 contains 102455 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 46738 members 
Mstep: Class 34 contains 3112 members 
Mstep: Class 35 contains 4397 members 
Mstep: Class 36 contains 4917 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 37 clusters Score -1.576962e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127210 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 11165 members 
Mstep: Class 4 contains 12323 members 
Mstep: Class 5 contains 12311 members 
Mstep: Class 6 contains 305236 members 
Mstep: Class 7 contains 226387 members 
Mstep: Class 8 contains 64461 members 
Mstep: Class 9 contains 29773 members 
Mstep: Class 10 contains 6802 members 
Mstep: Class 11 contains 8239 members 
Mstep: Class 12 contains 74579 members 
Mstep: Class 13 contains 9773 members 
Mstep: Class 14 contains 228482 members 
Mstep: Class 15 contains 13596 members 
Mstep: Class 16 contains 221830 members 
Mstep: Class 17 contains 5872 members 
Mstep: Class 18 contains 10287 members 
Mstep: Class 19 contains 7889 members 
Mstep: Class 20 contains 23500 members 
Mstep: Class 21 contains 7102 members 
Mstep: Class 22 contains 7387 members 
Mstep: Class 23 contains 6711 members 
Mstep: Class 24 contains 18611 members 
Mstep: Class 25 contains 8701 members 
Mstep: Class 26 contains 7278 members 
Mstep: Class 27 contains 4060 members 
Mstep: Class 28 contains 15640 members 
Mstep: Class 29 contains 6465 members 
Mstep: Class 30 contains 19022 members 
Mstep: Class 31 contains 102450 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 46659 members 
Mstep: Class 34 contains 3115 members 
Mstep: Class 35 contains 4400 members 
Mstep: Class 36 contains 4917 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 37 clusters Score -1.57696e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127210 members 
Mstep: Class 2 contains 3756 members 
Mstep: Class 3 contains 11164 members 
Mstep: Class 4 contains 12325 members 
Mstep: Class 5 contains 12311 members 
Mstep: Class 6 contains 305231 members 
Mstep: Class 7 contains 226415 members 
Mstep: Class 8 contains 64459 members 
Mstep: Class 9 contains 29818 members 
Mstep: Class 10 contains 6810 members 
Mstep: Class 11 contains 8237 members 
Mstep: Class 12 contains 74597 members 
Mstep: Class 13 contains 9776 members 
Mstep: Class 14 contains 228501 members 
Mstep: Class 15 contains 13600 members 
Mstep: Class 16 contains 221790 members 
Mstep: Class 17 contains 5873 members 
Mstep: Class 18 contains 10286 members 
Mstep: Class 19 contains 7903 members 
Mstep: Class 20 contains 23501 members 
Mstep: Class 21 contains 7122 members 
Mstep: Class 22 contains 7404 members 
Mstep: Class 23 contains 6709 members 
Mstep: Class 24 contains 18609 members 
Mstep: Class 25 contains 8701 members 
Mstep: Class 26 contains 7275 members 
Mstep: Class 27 contains 4068 members 
Mstep: Class 28 contains 15641 members 
Mstep: Class 29 contains 6433 members 
Mstep: Class 30 contains 19013 members 
Mstep: Class 31 contains 102443 members 
Mstep: Class 32 contains 6022 members 
Mstep: Class 33 contains 46570 members 
Mstep: Class 34 contains 3118 members 
Mstep: Class 35 contains 4398 members 
Mstep: Class 36 contains 4919 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 37 clusters Score -1.576962e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127207 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 11166 members 
Mstep: Class 4 contains 12325 members 
Mstep: Class 5 contains 12310 members 
Mstep: Class 6 contains 305207 members 
Mstep: Class 7 contains 226447 members 
Mstep: Class 8 contains 64458 members 
Mstep: Class 9 contains 29850 members 
Mstep: Class 10 contains 6814 members 
Mstep: Class 11 contains 8236 members 
Mstep: Class 12 contains 74631 members 
Mstep: Class 13 contains 9776 members 
Mstep: Class 14 contains 228528 members 
Mstep: Class 15 contains 13608 members 
Mstep: Class 16 contains 221748 members 
Mstep: Class 17 contains 5875 members 
Mstep: Class 18 contains 10289 members 
Mstep: Class 19 contains 7918 members 
Mstep: Class 20 contains 23502 members 
Mstep: Class 21 contains 7135 members 
Mstep: Class 22 contains 7412 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 18610 members 
Mstep: Class 25 contains 8700 members 
Mstep: Class 26 contains 7272 members 
Mstep: Class 27 contains 4074 members 
Mstep: Class 28 contains 15639 members 
Mstep: Class 29 contains 6403 members 
Mstep: Class 30 contains 19010 members 
Mstep: Class 31 contains 102433 members 
Mstep: Class 32 contains 6023 members 
Mstep: Class 33 contains 46493 members 
Mstep: Class 34 contains 3121 members 
Mstep: Class 35 contains 4398 members 
Mstep: Class 36 contains 4920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696176.000000 Penalty: 127934.179688
Iteration 177Q: 37 clusters Score -1.576962e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127211 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 11171 members 
Mstep: Class 4 contains 12323 members 
Mstep: Class 5 contains 12309 members 
Mstep: Class 6 contains 305182 members 
Mstep: Class 7 contains 226462 members 
Mstep: Class 8 contains 64453 members 
Mstep: Class 9 contains 29886 members 
Mstep: Class 10 contains 6815 members 
Mstep: Class 11 contains 8234 members 
Mstep: Class 12 contains 74655 members 
Mstep: Class 13 contains 9777 members 
Mstep: Class 14 contains 228552 members 
Mstep: Class 15 contains 13611 members 
Mstep: Class 16 contains 221702 members 
Mstep: Class 17 contains 5880 members 
Mstep: Class 18 contains 10288 members 
Mstep: Class 19 contains 7935 members 
Mstep: Class 20 contains 23500 members 
Mstep: Class 21 contains 7148 members 
Mstep: Class 22 contains 7425 members 
Mstep: Class 23 contains 6717 members 
Mstep: Class 24 contains 18607 members 
Mstep: Class 25 contains 8700 members 
Mstep: Class 26 contains 7273 members 
Mstep: Class 27 contains 4081 members 
Mstep: Class 28 contains 15636 members 
Mstep: Class 29 contains 6376 members 
Mstep: Class 30 contains 19002 members 
Mstep: Class 31 contains 102423 members 
Mstep: Class 32 contains 6026 members 
Mstep: Class 33 contains 46446 members 
Mstep: Class 34 contains 3124 members 
Mstep: Class 35 contains 4400 members 
Mstep: Class 36 contains 4921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696352.000000 Penalty: 127934.179688
Iteration 178Q: 37 clusters Score -1.576964e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127212 members 
Mstep: Class 2 contains 3755 members 
Mstep: Class 3 contains 11169 members 
Mstep: Class 4 contains 12322 members 
Mstep: Class 5 contains 12307 members 
Mstep: Class 6 contains 305165 members 
Mstep: Class 7 contains 226478 members 
Mstep: Class 8 contains 64450 members 
Mstep: Class 9 contains 29933 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 8231 members 
Mstep: Class 12 contains 74689 members 
Mstep: Class 13 contains 9775 members 
Mstep: Class 14 contains 228574 members 
Mstep: Class 15 contains 13618 members 
Mstep: Class 16 contains 221674 members 
Mstep: Class 17 contains 5884 members 
Mstep: Class 18 contains 10286 members 
Mstep: Class 19 contains 7954 members 
Mstep: Class 20 contains 23498 members 
Mstep: Class 21 contains 7164 members 
Mstep: Class 22 contains 7438 members 
Mstep: Class 23 contains 6721 members 
Mstep: Class 24 contains 18607 members 
Mstep: Class 25 contains 8700 members 
Mstep: Class 26 contains 7273 members 
Mstep: Class 27 contains 4095 members 
Mstep: Class 28 contains 15633 members 
Mstep: Class 29 contains 6337 members 
Mstep: Class 30 contains 18996 members 
Mstep: Class 31 contains 102412 members 
Mstep: Class 32 contains 6023 members 
Mstep: Class 33 contains 46370 members 
Mstep: Class 34 contains 3125 members 
Mstep: Class 35 contains 4400 members 
Mstep: Class 36 contains 4920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696496.000000 Penalty: 127934.179688
Iteration 179Q: 37 clusters Score -1.576965e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127213 members 
Mstep: Class 2 contains 3755 members 
Mstep: Class 3 contains 11165 members 
Mstep: Class 4 contains 12317 members 
Mstep: Class 5 contains 12305 members 
Mstep: Class 6 contains 305142 members 
Mstep: Class 7 contains 226496 members 
Mstep: Class 8 contains 64449 members 
Mstep: Class 9 contains 29976 members 
Mstep: Class 10 contains 6828 members 
Mstep: Class 11 contains 8228 members 
Mstep: Class 12 contains 74719 members 
Mstep: Class 13 contains 9774 members 
Mstep: Class 14 contains 228584 members 
Mstep: Class 15 contains 13625 members 
Mstep: Class 16 contains 221639 members 
Mstep: Class 17 contains 5885 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 7974 members 
Mstep: Class 20 contains 23499 members 
Mstep: Class 21 contains 7185 members 
Mstep: Class 22 contains 7444 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 18608 members 
Mstep: Class 25 contains 8701 members 
Mstep: Class 26 contains 7273 members 
Mstep: Class 27 contains 4110 members 
Mstep: Class 28 contains 15630 members 
Mstep: Class 29 contains 6298 members 
Mstep: Class 30 contains 18991 members 
Mstep: Class 31 contains 102409 members 
Mstep: Class 32 contains 6025 members 
Mstep: Class 33 contains 46284 members 
Mstep: Class 34 contains 3130 members 
Mstep: Class 35 contains 4402 members 
Mstep: Class 36 contains 4923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696608.000000 Penalty: 127934.179688
Iteration 180F: 37 clusters Score -1.576966e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127212 members 
Mstep: Class 2 contains 3756 members 
Mstep: Class 3 contains 11174 members 
Mstep: Class 4 contains 12318 members 
Mstep: Class 5 contains 12301 members 
Mstep: Class 6 contains 305117 members 
Mstep: Class 7 contains 226527 members 
Mstep: Class 8 contains 64448 members 
Mstep: Class 9 contains 30007 members 
Mstep: Class 10 contains 6834 members 
Mstep: Class 11 contains 8228 members 
Mstep: Class 12 contains 74745 members 
Mstep: Class 13 contains 9773 members 
Mstep: Class 14 contains 228593 members 
Mstep: Class 15 contains 13628 members 
Mstep: Class 16 contains 221610 members 
Mstep: Class 17 contains 5892 members 
Mstep: Class 18 contains 10292 members 
Mstep: Class 19 contains 7985 members 
Mstep: Class 20 contains 23501 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 7451 members 
Mstep: Class 23 contains 6741 members 
Mstep: Class 24 contains 18609 members 
Mstep: Class 25 contains 8701 members 
Mstep: Class 26 contains 7272 members 
Mstep: Class 27 contains 4120 members 
Mstep: Class 28 contains 15627 members 
Mstep: Class 29 contains 6267 members 
Mstep: Class 30 contains 18982 members 
Mstep: Class 31 contains 102400 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 46222 members 
Mstep: Class 34 contains 3133 members 
Mstep: Class 35 contains 4403 members 
Mstep: Class 36 contains 4924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696512.000000 Penalty: 127934.179688
Iteration 181Q: 37 clusters Score -1.576965e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127198 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 11184 members 
Mstep: Class 4 contains 12319 members 
Mstep: Class 5 contains 12300 members 
Mstep: Class 6 contains 305093 members 
Mstep: Class 7 contains 226543 members 
Mstep: Class 8 contains 64443 members 
Mstep: Class 9 contains 30043 members 
Mstep: Class 10 contains 6839 members 
Mstep: Class 11 contains 8229 members 
Mstep: Class 12 contains 74774 members 
Mstep: Class 13 contains 9771 members 
Mstep: Class 14 contains 228605 members 
Mstep: Class 15 contains 13634 members 
Mstep: Class 16 contains 221581 members 
Mstep: Class 17 contains 5896 members 
Mstep: Class 18 contains 10294 members 
Mstep: Class 19 contains 7996 members 
Mstep: Class 20 contains 23504 members 
Mstep: Class 21 contains 7206 members 
Mstep: Class 22 contains 7463 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 18613 members 
Mstep: Class 25 contains 8702 members 
Mstep: Class 26 contains 7268 members 
Mstep: Class 27 contains 4127 members 
Mstep: Class 28 contains 15624 members 
Mstep: Class 29 contains 6236 members 
Mstep: Class 30 contains 18972 members 
Mstep: Class 31 contains 102399 members 
Mstep: Class 32 contains 6022 members 
Mstep: Class 33 contains 46158 members 
Mstep: Class 34 contains 3134 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696288.000000 Penalty: 127934.179688
Iteration 182Q: 37 clusters Score -1.576963e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127189 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 11185 members 
Mstep: Class 4 contains 12317 members 
Mstep: Class 5 contains 12300 members 
Mstep: Class 6 contains 305078 members 
Mstep: Class 7 contains 226563 members 
Mstep: Class 8 contains 64441 members 
Mstep: Class 9 contains 30085 members 
Mstep: Class 10 contains 6848 members 
Mstep: Class 11 contains 8228 members 
Mstep: Class 12 contains 74801 members 
Mstep: Class 13 contains 9772 members 
Mstep: Class 14 contains 228617 members 
Mstep: Class 15 contains 13639 members 
Mstep: Class 16 contains 221550 members 
Mstep: Class 17 contains 5901 members 
Mstep: Class 18 contains 10294 members 
Mstep: Class 19 contains 8009 members 
Mstep: Class 20 contains 23503 members 
Mstep: Class 21 contains 7218 members 
Mstep: Class 22 contains 7472 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 18618 members 
Mstep: Class 25 contains 8702 members 
Mstep: Class 26 contains 7268 members 
Mstep: Class 27 contains 4133 members 
Mstep: Class 28 contains 15619 members 
Mstep: Class 29 contains 6213 members 
Mstep: Class 30 contains 18973 members 
Mstep: Class 31 contains 102397 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 46087 members 
Mstep: Class 34 contains 3132 members 
Mstep: Class 35 contains 4404 members 
Mstep: Class 36 contains 4927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696208.000000 Penalty: 127934.179688
Iteration 183Q: 37 clusters Score -1.576962e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127179 members 
Mstep: Class 2 contains 3756 members 
Mstep: Class 3 contains 11182 members 
Mstep: Class 4 contains 12316 members 
Mstep: Class 5 contains 12297 members 
Mstep: Class 6 contains 305073 members 
Mstep: Class 7 contains 226574 members 
Mstep: Class 8 contains 64437 members 
Mstep: Class 9 contains 30128 members 
Mstep: Class 10 contains 6864 members 
Mstep: Class 11 contains 8227 members 
Mstep: Class 12 contains 74846 members 
Mstep: Class 13 contains 9772 members 
Mstep: Class 14 contains 228636 members 
Mstep: Class 15 contains 13639 members 
Mstep: Class 16 contains 221515 members 
Mstep: Class 17 contains 5903 members 
Mstep: Class 18 contains 10291 members 
Mstep: Class 19 contains 8021 members 
Mstep: Class 20 contains 23501 members 
Mstep: Class 21 contains 7232 members 
Mstep: Class 22 contains 7477 members 
Mstep: Class 23 contains 6753 members 
Mstep: Class 24 contains 18618 members 
Mstep: Class 25 contains 8702 members 
Mstep: Class 26 contains 7267 members 
Mstep: Class 27 contains 4138 members 
Mstep: Class 28 contains 15617 members 
Mstep: Class 29 contains 6181 members 
Mstep: Class 30 contains 18971 members 
Mstep: Class 31 contains 102395 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 46018 members 
Mstep: Class 34 contains 3129 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696400.000000 Penalty: 127934.179688
Iteration 184Q: 37 clusters Score -1.576964e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127172 members 
Mstep: Class 2 contains 3756 members 
Mstep: Class 3 contains 11180 members 
Mstep: Class 4 contains 12317 members 
Mstep: Class 5 contains 12294 members 
Mstep: Class 6 contains 305055 members 
Mstep: Class 7 contains 226580 members 
Mstep: Class 8 contains 64432 members 
Mstep: Class 9 contains 30172 members 
Mstep: Class 10 contains 6872 members 
Mstep: Class 11 contains 8226 members 
Mstep: Class 12 contains 74886 members 
Mstep: Class 13 contains 9772 members 
Mstep: Class 14 contains 228657 members 
Mstep: Class 15 contains 13643 members 
Mstep: Class 16 contains 221483 members 
Mstep: Class 17 contains 5903 members 
Mstep: Class 18 contains 10293 members 
Mstep: Class 19 contains 8033 members 
Mstep: Class 20 contains 23498 members 
Mstep: Class 21 contains 7244 members 
Mstep: Class 22 contains 7486 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 18616 members 
Mstep: Class 25 contains 8702 members 
Mstep: Class 26 contains 7267 members 
Mstep: Class 27 contains 4143 members 
Mstep: Class 28 contains 15615 members 
Mstep: Class 29 contains 6157 members 
Mstep: Class 30 contains 18964 members 
Mstep: Class 31 contains 102391 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 45964 members 
Mstep: Class 34 contains 3129 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696480.000000 Penalty: 127934.179688
Iteration 185Q: 37 clusters Score -1.576965e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127169 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 11174 members 
Mstep: Class 4 contains 12316 members 
Mstep: Class 5 contains 12292 members 
Mstep: Class 6 contains 305039 members 
Mstep: Class 7 contains 226594 members 
Mstep: Class 8 contains 64430 members 
Mstep: Class 9 contains 30212 members 
Mstep: Class 10 contains 6871 members 
Mstep: Class 11 contains 8226 members 
Mstep: Class 12 contains 74920 members 
Mstep: Class 13 contains 9770 members 
Mstep: Class 14 contains 228671 members 
Mstep: Class 15 contains 13649 members 
Mstep: Class 16 contains 221456 members 
Mstep: Class 17 contains 5903 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 8041 members 
Mstep: Class 20 contains 23500 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 7493 members 
Mstep: Class 23 contains 6774 members 
Mstep: Class 24 contains 18615 members 
Mstep: Class 25 contains 8702 members 
Mstep: Class 26 contains 7266 members 
Mstep: Class 27 contains 4150 members 
Mstep: Class 28 contains 15612 members 
Mstep: Class 29 contains 6132 members 
Mstep: Class 30 contains 18959 members 
Mstep: Class 31 contains 102391 members 
Mstep: Class 32 contains 6015 members 
Mstep: Class 33 contains 45901 members 
Mstep: Class 34 contains 3133 members 
Mstep: Class 35 contains 4404 members 
Mstep: Class 36 contains 4927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696544.000000 Penalty: 127934.179688
Iteration 186Q: 37 clusters Score -1.576965e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127160 members 
Mstep: Class 2 contains 3755 members 
Mstep: Class 3 contains 11171 members 
Mstep: Class 4 contains 12316 members 
Mstep: Class 5 contains 12290 members 
Mstep: Class 6 contains 305018 members 
Mstep: Class 7 contains 226619 members 
Mstep: Class 8 contains 64427 members 
Mstep: Class 9 contains 30260 members 
Mstep: Class 10 contains 6869 members 
Mstep: Class 11 contains 8226 members 
Mstep: Class 12 contains 74944 members 
Mstep: Class 13 contains 9766 members 
Mstep: Class 14 contains 228679 members 
Mstep: Class 15 contains 13651 members 
Mstep: Class 16 contains 221419 members 
Mstep: Class 17 contains 5905 members 
Mstep: Class 18 contains 10288 members 
Mstep: Class 19 contains 8046 members 
Mstep: Class 20 contains 23496 members 
Mstep: Class 21 contains 7261 members 
Mstep: Class 22 contains 7507 members 
Mstep: Class 23 contains 6792 members 
Mstep: Class 24 contains 18609 members 
Mstep: Class 25 contains 8702 members 
Mstep: Class 26 contains 7268 members 
Mstep: Class 27 contains 4159 members 
Mstep: Class 28 contains 15614 members 
Mstep: Class 29 contains 6107 members 
Mstep: Class 30 contains 18949 members 
Mstep: Class 31 contains 102388 members 
Mstep: Class 32 contains 6015 members 
Mstep: Class 33 contains 45861 members 
Mstep: Class 34 contains 3138 members 
Mstep: Class 35 contains 4404 members 
Mstep: Class 36 contains 4929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696704.000000 Penalty: 127934.179688
Iteration 187Q: 37 clusters Score -1.576967e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127155 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 11162 members 
Mstep: Class 4 contains 12315 members 
Mstep: Class 5 contains 12286 members 
Mstep: Class 6 contains 304996 members 
Mstep: Class 7 contains 226640 members 
Mstep: Class 8 contains 64428 members 
Mstep: Class 9 contains 30310 members 
Mstep: Class 10 contains 6870 members 
Mstep: Class 11 contains 8223 members 
Mstep: Class 12 contains 74969 members 
Mstep: Class 13 contains 9762 members 
Mstep: Class 14 contains 228685 members 
Mstep: Class 15 contains 13651 members 
Mstep: Class 16 contains 221384 members 
Mstep: Class 17 contains 5907 members 
Mstep: Class 18 contains 10283 members 
Mstep: Class 19 contains 8055 members 
Mstep: Class 20 contains 23495 members 
Mstep: Class 21 contains 7269 members 
Mstep: Class 22 contains 7518 members 
Mstep: Class 23 contains 6804 members 
Mstep: Class 24 contains 18607 members 
Mstep: Class 25 contains 8701 members 
Mstep: Class 26 contains 7268 members 
Mstep: Class 27 contains 4169 members 
Mstep: Class 28 contains 15614 members 
Mstep: Class 29 contains 6096 members 
Mstep: Class 30 contains 18937 members 
Mstep: Class 31 contains 102380 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 45821 members 
Mstep: Class 34 contains 3144 members 
Mstep: Class 35 contains 4403 members 
Mstep: Class 36 contains 4929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696672.000000 Penalty: 127934.179688
Iteration 188Q: 37 clusters Score -1.576967e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127157 members 
Mstep: Class 2 contains 3751 members 
Mstep: Class 3 contains 11154 members 
Mstep: Class 4 contains 12310 members 
Mstep: Class 5 contains 12285 members 
Mstep: Class 6 contains 304983 members 
Mstep: Class 7 contains 226673 members 
Mstep: Class 8 contains 64431 members 
Mstep: Class 9 contains 30356 members 
Mstep: Class 10 contains 6862 members 
Mstep: Class 11 contains 8219 members 
Mstep: Class 12 contains 74986 members 
Mstep: Class 13 contains 9759 members 
Mstep: Class 14 contains 228697 members 
Mstep: Class 15 contains 13649 members 
Mstep: Class 16 contains 221348 members 
Mstep: Class 17 contains 5910 members 
Mstep: Class 18 contains 10279 members 
Mstep: Class 19 contains 8065 members 
Mstep: Class 20 contains 23495 members 
Mstep: Class 21 contains 7285 members 
Mstep: Class 22 contains 7525 members 
Mstep: Class 23 contains 6816 members 
Mstep: Class 24 contains 18604 members 
Mstep: Class 25 contains 8701 members 
Mstep: Class 26 contains 7266 members 
Mstep: Class 27 contains 4174 members 
Mstep: Class 28 contains 15607 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 18933 members 
Mstep: Class 31 contains 102373 members 
Mstep: Class 32 contains 6016 members 
Mstep: Class 33 contains 45773 members 
Mstep: Class 34 contains 3145 members 
Mstep: Class 35 contains 4404 members 
Mstep: Class 36 contains 4930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696752.000000 Penalty: 127934.179688
Iteration 189Q: 37 clusters Score -1.576968e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127150 members 
Mstep: Class 2 contains 3748 members 
Mstep: Class 3 contains 11145 members 
Mstep: Class 4 contains 12308 members 
Mstep: Class 5 contains 12288 members 
Mstep: Class 6 contains 304969 members 
Mstep: Class 7 contains 226689 members 
Mstep: Class 8 contains 64426 members 
Mstep: Class 9 contains 30395 members 
Mstep: Class 10 contains 6872 members 
Mstep: Class 11 contains 8217 members 
Mstep: Class 12 contains 75007 members 
Mstep: Class 13 contains 9759 members 
Mstep: Class 14 contains 228702 members 
Mstep: Class 15 contains 13647 members 
Mstep: Class 16 contains 221317 members 
Mstep: Class 17 contains 5913 members 
Mstep: Class 18 contains 10281 members 
Mstep: Class 19 contains 8077 members 
Mstep: Class 20 contains 23489 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 7529 members 
Mstep: Class 23 contains 6828 members 
Mstep: Class 24 contains 18601 members 
Mstep: Class 25 contains 8701 members 
Mstep: Class 26 contains 7263 members 
Mstep: Class 27 contains 4187 members 
Mstep: Class 28 contains 15606 members 
Mstep: Class 29 contains 6072 members 
Mstep: Class 30 contains 18931 members 
Mstep: Class 31 contains 102370 members 
Mstep: Class 32 contains 6016 members 
Mstep: Class 33 contains 45735 members 
Mstep: Class 34 contains 3141 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696736.000000 Penalty: 127934.179688
Iteration 190Q: 37 clusters Score -1.576967e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127142 members 
Mstep: Class 2 contains 3747 members 
Mstep: Class 3 contains 11137 members 
Mstep: Class 4 contains 12305 members 
Mstep: Class 5 contains 12287 members 
Mstep: Class 6 contains 304951 members 
Mstep: Class 7 contains 226705 members 
Mstep: Class 8 contains 64424 members 
Mstep: Class 9 contains 30425 members 
Mstep: Class 10 contains 6885 members 
Mstep: Class 11 contains 8217 members 
Mstep: Class 12 contains 75026 members 
Mstep: Class 13 contains 9756 members 
Mstep: Class 14 contains 228705 members 
Mstep: Class 15 contains 13646 members 
Mstep: Class 16 contains 221281 members 
Mstep: Class 17 contains 5915 members 
Mstep: Class 18 contains 10280 members 
Mstep: Class 19 contains 8091 members 
Mstep: Class 20 contains 23486 members 
Mstep: Class 21 contains 7301 members 
Mstep: Class 22 contains 7537 members 
Mstep: Class 23 contains 6830 members 
Mstep: Class 24 contains 18597 members 
Mstep: Class 25 contains 8701 members 
Mstep: Class 26 contains 7260 members 
Mstep: Class 27 contains 4201 members 
Mstep: Class 28 contains 15606 members 
Mstep: Class 29 contains 6060 members 
Mstep: Class 30 contains 18928 members 
Mstep: Class 31 contains 102366 members 
Mstep: Class 32 contains 6016 members 
Mstep: Class 33 contains 45712 members 
Mstep: Class 34 contains 3143 members 
Mstep: Class 35 contains 4407 members 
Mstep: Class 36 contains 4932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696960.000000 Penalty: 127934.179688
Iteration 191Q: 37 clusters Score -1.57697e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127145 members 
Mstep: Class 2 contains 3746 members 
Mstep: Class 3 contains 11132 members 
Mstep: Class 4 contains 12304 members 
Mstep: Class 5 contains 12287 members 
Mstep: Class 6 contains 304933 members 
Mstep: Class 7 contains 226714 members 
Mstep: Class 8 contains 64421 members 
Mstep: Class 9 contains 30452 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 8216 members 
Mstep: Class 12 contains 75042 members 
Mstep: Class 13 contains 9751 members 
Mstep: Class 14 contains 228710 members 
Mstep: Class 15 contains 13654 members 
Mstep: Class 16 contains 221253 members 
Mstep: Class 17 contains 5918 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8095 members 
Mstep: Class 20 contains 23484 members 
Mstep: Class 21 contains 7317 members 
Mstep: Class 22 contains 7545 members 
Mstep: Class 23 contains 6834 members 
Mstep: Class 24 contains 18597 members 
Mstep: Class 25 contains 8700 members 
Mstep: Class 26 contains 7257 members 
Mstep: Class 27 contains 4211 members 
Mstep: Class 28 contains 15606 members 
Mstep: Class 29 contains 6048 members 
Mstep: Class 30 contains 18924 members 
Mstep: Class 31 contains 102361 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 45694 members 
Mstep: Class 34 contains 3139 members 
Mstep: Class 35 contains 4407 members 
Mstep: Class 36 contains 4930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697056.000000 Penalty: 127934.179688
Iteration 192Q: 37 clusters Score -1.576971e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127145 members 
Mstep: Class 2 contains 3745 members 
Mstep: Class 3 contains 11126 members 
Mstep: Class 4 contains 12301 members 
Mstep: Class 5 contains 12288 members 
Mstep: Class 6 contains 304933 members 
Mstep: Class 7 contains 226720 members 
Mstep: Class 8 contains 64417 members 
Mstep: Class 9 contains 30469 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 8215 members 
Mstep: Class 12 contains 75050 members 
Mstep: Class 13 contains 9752 members 
Mstep: Class 14 contains 228722 members 
Mstep: Class 15 contains 13654 members 
Mstep: Class 16 contains 221219 members 
Mstep: Class 17 contains 5920 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8098 members 
Mstep: Class 20 contains 23485 members 
Mstep: Class 21 contains 7330 members 
Mstep: Class 22 contains 7551 members 
Mstep: Class 23 contains 6833 members 
Mstep: Class 24 contains 18596 members 
Mstep: Class 25 contains 8701 members 
Mstep: Class 26 contains 7254 members 
Mstep: Class 27 contains 4215 members 
Mstep: Class 28 contains 15608 members 
Mstep: Class 29 contains 6030 members 
Mstep: Class 30 contains 18918 members 
Mstep: Class 31 contains 102358 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 45688 members 
Mstep: Class 34 contains 3144 members 
Mstep: Class 35 contains 4407 members 
Mstep: Class 36 contains 4930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696864.000000 Penalty: 127934.179688
Iteration 193Q: 37 clusters Score -1.576969e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127139 members 
Mstep: Class 2 contains 3744 members 
Mstep: Class 3 contains 11123 members 
Mstep: Class 4 contains 12303 members 
Mstep: Class 5 contains 12288 members 
Mstep: Class 6 contains 304929 members 
Mstep: Class 7 contains 226722 members 
Mstep: Class 8 contains 64417 members 
Mstep: Class 9 contains 30494 members 
Mstep: Class 10 contains 6898 members 
Mstep: Class 11 contains 8213 members 
Mstep: Class 12 contains 75063 members 
Mstep: Class 13 contains 9751 members 
Mstep: Class 14 contains 228731 members 
Mstep: Class 15 contains 13657 members 
Mstep: Class 16 contains 221202 members 
Mstep: Class 17 contains 5920 members 
Mstep: Class 18 contains 10271 members 
Mstep: Class 19 contains 8099 members 
Mstep: Class 20 contains 23484 members 
Mstep: Class 21 contains 7334 members 
Mstep: Class 22 contains 7554 members 
Mstep: Class 23 contains 6835 members 
Mstep: Class 24 contains 18596 members 
Mstep: Class 25 contains 8700 members 
Mstep: Class 26 contains 7251 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 15608 members 
Mstep: Class 29 contains 6022 members 
Mstep: Class 30 contains 18918 members 
Mstep: Class 31 contains 102358 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 45665 members 
Mstep: Class 34 contains 3143 members 
Mstep: Class 35 contains 4406 members 
Mstep: Class 36 contains 4932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696864.000000 Penalty: 127934.179688
Iteration 194Q: 37 clusters Score -1.576969e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127131 members 
Mstep: Class 2 contains 3744 members 
Mstep: Class 3 contains 11120 members 
Mstep: Class 4 contains 12300 members 
Mstep: Class 5 contains 12286 members 
Mstep: Class 6 contains 304918 members 
Mstep: Class 7 contains 226731 members 
Mstep: Class 8 contains 64416 members 
Mstep: Class 9 contains 30515 members 
Mstep: Class 10 contains 6900 members 
Mstep: Class 11 contains 8213 members 
Mstep: Class 12 contains 75073 members 
Mstep: Class 13 contains 9752 members 
Mstep: Class 14 contains 228746 members 
Mstep: Class 15 contains 13660 members 
Mstep: Class 16 contains 221178 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8101 members 
Mstep: Class 20 contains 23484 members 
Mstep: Class 21 contains 7337 members 
Mstep: Class 22 contains 7556 members 
Mstep: Class 23 contains 6840 members 
Mstep: Class 24 contains 18595 members 
Mstep: Class 25 contains 8700 members 
Mstep: Class 26 contains 7251 members 
Mstep: Class 27 contains 4220 members 
Mstep: Class 28 contains 15609 members 
Mstep: Class 29 contains 6019 members 
Mstep: Class 30 contains 18915 members 
Mstep: Class 31 contains 102356 members 
Mstep: Class 32 contains 6024 members 
Mstep: Class 33 contains 45648 members 
Mstep: Class 34 contains 3142 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696960.000000 Penalty: 127934.179688
Iteration 195Q: 37 clusters Score -1.57697e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127127 members 
Mstep: Class 2 contains 3744 members 
Mstep: Class 3 contains 11116 members 
Mstep: Class 4 contains 12297 members 
Mstep: Class 5 contains 12284 members 
Mstep: Class 6 contains 304917 members 
Mstep: Class 7 contains 226743 members 
Mstep: Class 8 contains 64413 members 
Mstep: Class 9 contains 30537 members 
Mstep: Class 10 contains 6901 members 
Mstep: Class 11 contains 8212 members 
Mstep: Class 12 contains 75082 members 
Mstep: Class 13 contains 9752 members 
Mstep: Class 14 contains 228761 members 
Mstep: Class 15 contains 13659 members 
Mstep: Class 16 contains 221150 members 
Mstep: Class 17 contains 5918 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8102 members 
Mstep: Class 20 contains 23480 members 
Mstep: Class 21 contains 7340 members 
Mstep: Class 22 contains 7555 members 
Mstep: Class 23 contains 6848 members 
Mstep: Class 24 contains 18595 members 
Mstep: Class 25 contains 8700 members 
Mstep: Class 26 contains 7252 members 
Mstep: Class 27 contains 4222 members 
Mstep: Class 28 contains 15609 members 
Mstep: Class 29 contains 6015 members 
Mstep: Class 30 contains 18913 members 
Mstep: Class 31 contains 102353 members 
Mstep: Class 32 contains 6027 members 
Mstep: Class 33 contains 45631 members 
Mstep: Class 34 contains 3142 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696768.000000 Penalty: 127934.179688
Iteration 196Q: 37 clusters Score -1.576968e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127125 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 11112 members 
Mstep: Class 4 contains 12292 members 
Mstep: Class 5 contains 12285 members 
Mstep: Class 6 contains 304912 members 
Mstep: Class 7 contains 226748 members 
Mstep: Class 8 contains 64413 members 
Mstep: Class 9 contains 30559 members 
Mstep: Class 10 contains 6901 members 
Mstep: Class 11 contains 8211 members 
Mstep: Class 12 contains 75083 members 
Mstep: Class 13 contains 9753 members 
Mstep: Class 14 contains 228767 members 
Mstep: Class 15 contains 13661 members 
Mstep: Class 16 contains 221117 members 
Mstep: Class 17 contains 5924 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8107 members 
Mstep: Class 20 contains 23473 members 
Mstep: Class 21 contains 7345 members 
Mstep: Class 22 contains 7559 members 
Mstep: Class 23 contains 6859 members 
Mstep: Class 24 contains 18596 members 
Mstep: Class 25 contains 8699 members 
Mstep: Class 26 contains 7249 members 
Mstep: Class 27 contains 4222 members 
Mstep: Class 28 contains 15610 members 
Mstep: Class 29 contains 6017 members 
Mstep: Class 30 contains 18913 members 
Mstep: Class 31 contains 102351 members 
Mstep: Class 32 contains 6029 members 
Mstep: Class 33 contains 45621 members 
Mstep: Class 34 contains 3142 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696752.000000 Penalty: 127934.179688
Iteration 197Q: 37 clusters Score -1.576968e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127129 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 11112 members 
Mstep: Class 4 contains 12288 members 
Mstep: Class 5 contains 12283 members 
Mstep: Class 6 contains 304913 members 
Mstep: Class 7 contains 226761 members 
Mstep: Class 8 contains 64409 members 
Mstep: Class 9 contains 30568 members 
Mstep: Class 10 contains 6902 members 
Mstep: Class 11 contains 8210 members 
Mstep: Class 12 contains 75095 members 
Mstep: Class 13 contains 9752 members 
Mstep: Class 14 contains 228776 members 
Mstep: Class 15 contains 13661 members 
Mstep: Class 16 contains 221098 members 
Mstep: Class 17 contains 5923 members 
Mstep: Class 18 contains 10274 members 
Mstep: Class 19 contains 8105 members 
Mstep: Class 20 contains 23472 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 22 contains 7567 members 
Mstep: Class 23 contains 6870 members 
Mstep: Class 24 contains 18595 members 
Mstep: Class 25 contains 8700 members 
Mstep: Class 26 contains 7248 members 
Mstep: Class 27 contains 4225 members 
Mstep: Class 28 contains 15610 members 
Mstep: Class 29 contains 6014 members 
Mstep: Class 30 contains 18908 members 
Mstep: Class 31 contains 102345 members 
Mstep: Class 32 contains 6030 members 
Mstep: Class 33 contains 45592 members 
Mstep: Class 34 contains 3142 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696864.000000 Penalty: 127934.179688
Iteration 198Q: 37 clusters Score -1.576969e+08 nChanged 156
Entering ConstructFrom: 
Score: -157696864.000000 Penalty: 127934.179688
Entering ConstructFrom: 
Trying to split cluster 1 (127133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127133 members 
Entering Unmasked Estep 
Score: -12335244.000000 Penalty: 2914.741211
	Iteration 0F: 2 clusters Score -1.233524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 63792 members 
Entering Unmasked Estep 
Score: -12249966.000000 Penalty: 5829.482422
	Iteration 0F: 3 clusters Score -1.224997e+07 nChanged 60403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -12285094.000000 Penalty: 5829.482422
	Iteration 1F: 3 clusters Score -1.228509e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
Score: -12286192.000000 Penalty: 5829.482422
	Iteration 2Q: 3 clusters Score -1.228619e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 71786 members 
Entering Unmasked Estep 
Score: -12287612.000000 Penalty: 5829.482422
	Iteration 3Q: 3 clusters Score -1.228761e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 76112 members 
Entering Unmasked Estep 
Score: -12289830.000000 Penalty: 5829.482422
	Iteration 4Q: 3 clusters Score -1.228983e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 82335 members 
Entering Unmasked Estep 
Score: -12293570.000000 Penalty: 5829.482422
	Iteration 5F: 3 clusters Score -1.229357e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 90736 members 
Entering Unmasked Estep 
Score: -12299728.000000 Penalty: 5829.482422
	Iteration 6F: 3 clusters Score -1.229973e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 100821 members 
Entering Unmasked Estep 
Score: -12308036.000000 Penalty: 5829.482422
	Iteration 7F: 3 clusters Score -1.230804e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 110844 members 
Entering Unmasked Estep 
Score: -12317250.000000 Penalty: 5829.482422
	Iteration 8F: 3 clusters Score -1.231725e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 118684 members 
Entering Unmasked Estep 
Score: -12324865.000000 Penalty: 5829.482422
	Iteration 9F: 3 clusters Score -1.232486e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 123436 members 
Entering Unmasked Estep 
Score: -12329367.000000 Penalty: 5829.482422
	Iteration 10Q: 3 clusters Score -1.232937e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 125688 members 
Entering Unmasked Estep 
Score: -12331458.000000 Penalty: 5829.482422
	Iteration 11Q: 3 clusters Score -1.233146e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 126468 members 
Entering Unmasked Estep 
Score: -12332185.000000 Penalty: 5829.482422
	Iteration 12Q: 3 clusters Score -1.233218e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 126708 members 
Entering Unmasked Estep 
Score: -12332408.000000 Penalty: 5829.482422
	Iteration 13Q: 3 clusters Score -1.233241e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 126794 members 
Entering Unmasked Estep 
Score: -12332511.000000 Penalty: 5829.482422
	Iteration 14Q: 3 clusters Score -1.233251e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 126827 members 
Entering Unmasked Estep 
Score: -12332560.000000 Penalty: 5829.482422
	Iteration 15Q: 3 clusters Score -1.233256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 126840 members 
Entering Unmasked Estep 
Score: -12332584.000000 Penalty: 5829.482422
	Iteration 16Q: 3 clusters Score -1.233258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 126849 members 
Entering Unmasked Estep 
Score: -12332605.000000 Penalty: 5829.482422
	Iteration 17Q: 3 clusters Score -1.23326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 126854 members 
Entering Unmasked Estep 
Score: -12332631.000000 Penalty: 5829.482422
	Iteration 18Q: 3 clusters Score -1.233263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 126860 members 
Entering Unmasked Estep 
Score: -12332637.000000 Penalty: 5829.482422
	Iteration 19Q: 3 clusters Score -1.233264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 126865 members 
Entering Unmasked Estep 
Score: -12332662.000000 Penalty: 5829.482422
	Iteration 20F: 3 clusters Score -1.233266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 126869 members 
Entering Unmasked Estep 
Score: -12332670.000000 Penalty: 5829.482422
	Iteration 21Q: 3 clusters Score -1.233267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 126868 members 
Entering Unmasked Estep 
Score: -12332674.000000 Penalty: 5829.482422
	Iteration 22Q: 3 clusters Score -1.233267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 126867 members 
Entering Unmasked Estep 
Score: -12332668.000000 Penalty: 5829.482422
	Iteration 23Q: 3 clusters Score -1.233267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 126867 members 
Entering Unmasked Estep 
Score: -12332674.000000 Penalty: 5829.482422
	Iteration 24Q: 3 clusters Score -1.233267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 126868 members 
Entering Unmasked Estep 
Score: -12332681.000000 Penalty: 5829.482422
	Iteration 25Q: 3 clusters Score -1.233268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 126868 members 
Entering Unmasked Estep 
Score: -12332681.000000 Penalty: 5829.482422
	Iteration 26F: 3 clusters Score -1.233268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Entering Unmasked Estep 
Score: -346180.968750 Penalty: 2040.521729
	Iteration 0F: 2 clusters Score -346181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -342500.687500 Penalty: 4081.043457
	Iteration 0F: 3 clusters Score -342500.7 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -343356.656250 Penalty: 4081.043457
	Iteration 1F: 3 clusters Score -343356.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -343496.218750 Penalty: 4081.043457
	Iteration 2F: 3 clusters Score -343496.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -343565.968750 Penalty: 4081.043457
	Iteration 3Q: 3 clusters Score -343566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -343614.968750 Penalty: 4081.043457
	Iteration 4Q: 3 clusters Score -343615 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -343648.312500 Penalty: 4081.043457
	Iteration 5Q: 3 clusters Score -343648.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -343670.718750 Penalty: 4081.043457
	Iteration 6Q: 3 clusters Score -343670.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -343699.656250 Penalty: 4081.043457
	Iteration 7Q: 3 clusters Score -343699.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -343734.968750 Penalty: 4081.043457
	Iteration 8Q: 3 clusters Score -343735 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -343766.375000 Penalty: 4081.043457
	Iteration 9Q: 3 clusters Score -343766.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -343798.312500 Penalty: 4081.043457
	Iteration 10Q: 3 clusters Score -343798.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -343826.093750 Penalty: 4081.043457
	Iteration 11Q: 3 clusters Score -343826.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -343853.250000 Penalty: 4081.043457
	Iteration 12Q: 3 clusters Score -343853.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -343876.562500 Penalty: 4081.043457
	Iteration 13Q: 3 clusters Score -343876.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -343898.343750 Penalty: 4081.043457
	Iteration 14Q: 3 clusters Score -343898.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -343928.250000 Penalty: 4081.043457
	Iteration 15Q: 3 clusters Score -343928.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -343964.000000 Penalty: 4081.043457
	Iteration 16Q: 3 clusters Score -343964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -343996.937500 Penalty: 4081.043457
	Iteration 17Q: 3 clusters Score -343996.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -344047.937500 Penalty: 4081.043457
	Iteration 18Q: 3 clusters Score -344047.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -344093.500000 Penalty: 4081.043457
	Iteration 19Q: 3 clusters Score -344093.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -344127.625000 Penalty: 4081.043457
	Iteration 20F: 3 clusters Score -344127.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -344163.093750 Penalty: 4081.043457
	Iteration 21Q: 3 clusters Score -344163.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -344193.625000 Penalty: 4081.043457
	Iteration 22Q: 3 clusters Score -344193.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -344219.656250 Penalty: 4081.043457
	Iteration 23Q: 3 clusters Score -344219.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -344239.906250 Penalty: 4081.043457
	Iteration 24Q: 3 clusters Score -344239.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -344261.281250 Penalty: 4081.043457
	Iteration 25Q: 3 clusters Score -344261.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -344273.375000 Penalty: 4081.043457
	Iteration 26Q: 3 clusters Score -344273.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -344287.156250 Penalty: 4081.043457
	Iteration 27Q: 3 clusters Score -344287.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -344301.093750 Penalty: 4081.043457
	Iteration 28Q: 3 clusters Score -344301.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -344314.406250 Penalty: 4081.043457
	Iteration 29Q: 3 clusters Score -344314.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -344328.718750 Penalty: 4081.043457
	Iteration 30Q: 3 clusters Score -344328.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -344336.906250 Penalty: 4081.043457
	Iteration 31Q: 3 clusters Score -344336.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -344342.281250 Penalty: 4081.043457
	Iteration 32Q: 3 clusters Score -344342.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -344344.281250 Penalty: 4081.043457
	Iteration 33Q: 3 clusters Score -344344.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -344348.218750 Penalty: 4081.043457
	Iteration 34Q: 3 clusters Score -344348.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -344352.000000 Penalty: 4081.043457
	Iteration 35Q: 3 clusters Score -344352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -344354.343750 Penalty: 4081.043457
	Iteration 36Q: 3 clusters Score -344354.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -344357.875000 Penalty: 4081.043457
	Iteration 37Q: 3 clusters Score -344357.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -344360.437500 Penalty: 4081.043457
	Iteration 38Q: 3 clusters Score -344360.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -344363.250000 Penalty: 4081.043457
	Iteration 39Q: 3 clusters Score -344363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -344365.156250 Penalty: 4081.043457
	Iteration 40F: 3 clusters Score -344365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -344366.218750 Penalty: 4081.043457
	Iteration 41Q: 3 clusters Score -344366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -344367.187500 Penalty: 4081.043457
	Iteration 42Q: 3 clusters Score -344367.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -344367.187500 Penalty: 4081.043457
	Iteration 43F: 3 clusters Score -344367.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Entering Unmasked Estep 
Score: -1038404.250000 Penalty: 2310.291260
	Iteration 0F: 2 clusters Score -1038404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1030006.687500 Penalty: 4620.582520
	Iteration 0F: 3 clusters Score -1030007 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1032504.812500 Penalty: 4620.582520
	Iteration 1F: 3 clusters Score -1032505 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1032991.062500 Penalty: 4620.582520
	Iteration 2F: 3 clusters Score -1032991 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1033457.250000 Penalty: 4620.582520
	Iteration 3F: 3 clusters Score -1033457 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1033955.562500 Penalty: 4620.582520
	Iteration 4F: 3 clusters Score -1033956 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1034457.500000 Penalty: 4620.582520
	Iteration 5F: 3 clusters Score -1034458 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1034927.125000 Penalty: 4620.582520
	Iteration 6F: 3 clusters Score -1034927 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1035367.812500 Penalty: 4620.582520
	Iteration 7F: 3 clusters Score -1035368 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1035784.687500 Penalty: 4620.582520
	Iteration 8Q: 3 clusters Score -1035785 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1036194.250000 Penalty: 4620.582520
	Iteration 9Q: 3 clusters Score -1036194 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1036502.812500 Penalty: 4620.582520
	Iteration 10Q: 3 clusters Score -1036503 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1036631.437500 Penalty: 4620.582520
	Iteration 11Q: 3 clusters Score -1036631 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1036689.375000 Penalty: 4620.582520
	Iteration 12Q: 3 clusters Score -1036689 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1036720.750000 Penalty: 4620.582520
	Iteration 13Q: 3 clusters Score -1036721 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1036734.562500 Penalty: 4620.582520
	Iteration 14Q: 3 clusters Score -1036735 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1036743.625000 Penalty: 4620.582520
	Iteration 15Q: 3 clusters Score -1036744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1036751.687500 Penalty: 4620.582520
	Iteration 16Q: 3 clusters Score -1036752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1036760.625000 Penalty: 4620.582520
	Iteration 17Q: 3 clusters Score -1036761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1036765.500000 Penalty: 4620.582520
	Iteration 18Q: 3 clusters Score -1036766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1036766.125000 Penalty: 4620.582520
	Iteration 19Q: 3 clusters Score -1036766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1036769.437500 Penalty: 4620.582520
	Iteration 20F: 3 clusters Score -1036769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1036772.687500 Penalty: 4620.582520
	Iteration 21Q: 3 clusters Score -1036773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1036775.312500 Penalty: 4620.582520
	Iteration 22Q: 3 clusters Score -1036775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1036777.562500 Penalty: 4620.582520
	Iteration 23Q: 3 clusters Score -1036778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1036779.125000 Penalty: 4620.582520
	Iteration 24Q: 3 clusters Score -1036779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1036783.500000 Penalty: 4620.582520
	Iteration 25Q: 3 clusters Score -1036784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1036787.625000 Penalty: 4620.582520
	Iteration 26Q: 3 clusters Score -1036788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1036789.937500 Penalty: 4620.582520
	Iteration 27Q: 3 clusters Score -1036790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1036789.125000 Penalty: 4620.582520
	Iteration 28Q: 3 clusters Score -1036789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1036790.312500 Penalty: 4620.582520
	Iteration 29Q: 3 clusters Score -1036790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1036790.312500 Penalty: 4620.582520
	Iteration 30F: 3 clusters Score -1036790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Entering Unmasked Estep 
Score: -1162459.375000 Penalty: 2335.241699
	Iteration 0F: 2 clusters Score -1162459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1153335.625000 Penalty: 4670.483398
	Iteration 0F: 3 clusters Score -1153336 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1156267.500000 Penalty: 4670.483398
	Iteration 1F: 3 clusters Score -1156268 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1156770.375000 Penalty: 4670.483398
	Iteration 2F: 3 clusters Score -1156770 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1157183.500000 Penalty: 4670.483398
	Iteration 3F: 3 clusters Score -1157184 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1157586.875000 Penalty: 4670.483398
	Iteration 4F: 3 clusters Score -1157587 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1157985.875000 Penalty: 4670.483398
	Iteration 5F: 3 clusters Score -1157986 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1158361.375000 Penalty: 4670.483398
	Iteration 6F: 3 clusters Score -1158361 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1158735.500000 Penalty: 4670.483398
	Iteration 7F: 3 clusters Score -1158736 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1159035.375000 Penalty: 4670.483398
	Iteration 8Q: 3 clusters Score -1159035 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1159300.500000 Penalty: 4670.483398
	Iteration 9Q: 3 clusters Score -1159300 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1159507.375000 Penalty: 4670.483398
	Iteration 10Q: 3 clusters Score -1159507 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1159690.875000 Penalty: 4670.483398
	Iteration 11Q: 3 clusters Score -1159691 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1159830.875000 Penalty: 4670.483398
	Iteration 12Q: 3 clusters Score -1159831 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1159948.375000 Penalty: 4670.483398
	Iteration 13Q: 3 clusters Score -1159948 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1160052.125000 Penalty: 4670.483398
	Iteration 14Q: 3 clusters Score -1160052 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1160137.500000 Penalty: 4670.483398
	Iteration 15Q: 3 clusters Score -1160138 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1160226.750000 Penalty: 4670.483398
	Iteration 16Q: 3 clusters Score -1160227 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1160330.375000 Penalty: 4670.483398
	Iteration 17Q: 3 clusters Score -1160330 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1160437.625000 Penalty: 4670.483398
	Iteration 18Q: 3 clusters Score -1160438 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1160533.125000 Penalty: 4670.483398
	Iteration 19Q: 3 clusters Score -1160533 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1160626.500000 Penalty: 4670.483398
	Iteration 20F: 3 clusters Score -1160626 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1160707.000000 Penalty: 4670.483398
	Iteration 21Q: 3 clusters Score -1160707 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1160788.750000 Penalty: 4670.483398
	Iteration 22Q: 3 clusters Score -1160789 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1160873.750000 Penalty: 4670.483398
	Iteration 23Q: 3 clusters Score -1160874 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1160954.625000 Penalty: 4670.483398
	Iteration 24Q: 3 clusters Score -1160955 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1161021.750000 Penalty: 4670.483398
	Iteration 25Q: 3 clusters Score -1161022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1161074.000000 Penalty: 4670.483398
	Iteration 26Q: 3 clusters Score -1161074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1161102.375000 Penalty: 4670.483398
	Iteration 27Q: 3 clusters Score -1161102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1161121.000000 Penalty: 4670.483398
	Iteration 28Q: 3 clusters Score -1161121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1161133.875000 Penalty: 4670.483398
	Iteration 29Q: 3 clusters Score -1161134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1161141.625000 Penalty: 4670.483398
	Iteration 30Q: 3 clusters Score -1161142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1161152.125000 Penalty: 4670.483398
	Iteration 31Q: 3 clusters Score -1161152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1161155.125000 Penalty: 4670.483398
	Iteration 32Q: 3 clusters Score -1161155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1161155.125000 Penalty: 4670.483398
	Iteration 33Q: 3 clusters Score -1161155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1161158.250000 Penalty: 4670.483398
	Iteration 34Q: 3 clusters Score -1161158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1161157.625000 Penalty: 4670.483398
	Iteration 35Q: 3 clusters Score -1161158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1161157.625000 Penalty: 4670.483398
	Iteration 36F: 3 clusters Score -1161158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Entering Unmasked Estep 
Score: -1164155.500000 Penalty: 2335.120605
	Iteration 0F: 2 clusters Score -1164156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1155181.375000 Penalty: 4670.241211
	Iteration 0F: 3 clusters Score -1155181 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1157921.000000 Penalty: 4670.241211
	Iteration 1F: 3 clusters Score -1157921 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1158402.375000 Penalty: 4670.241211
	Iteration 2F: 3 clusters Score -1158402 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1158929.250000 Penalty: 4670.241211
	Iteration 3F: 3 clusters Score -1158929 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1159593.375000 Penalty: 4670.241211
	Iteration 4F: 3 clusters Score -1159593 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1160428.375000 Penalty: 4670.241211
	Iteration 5F: 3 clusters Score -1160428 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1161397.375000 Penalty: 4670.241211
	Iteration 6F: 3 clusters Score -1161397 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1162327.125000 Penalty: 4670.241211
	Iteration 7F: 3 clusters Score -1162327 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1163086.625000 Penalty: 4670.241211
	Iteration 8F: 3 clusters Score -1163087 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1163647.500000 Penalty: 4670.241211
	Iteration 9Q: 3 clusters Score -1163648 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1164111.750000 Penalty: 4670.241211
	Iteration 10Q: 3 clusters Score -1164112 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1164395.750000 Penalty: 4670.241211
	Iteration 11Q: 3 clusters Score -1164396 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1164543.500000 Penalty: 4670.241211
	Iteration 12Q: 3 clusters Score -1164544 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1164595.500000 Penalty: 4670.241211
	Iteration 13Q: 3 clusters Score -1164596 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1164615.125000 Penalty: 4670.241211
	Iteration 14Q: 3 clusters Score -1164615 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1164624.250000 Penalty: 4670.241211
	Iteration 15Q: 3 clusters Score -1164624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1164624.875000 Penalty: 4670.241211
	Iteration 16Q: 3 clusters Score -1164625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1164628.375000 Penalty: 4670.241211
	Iteration 17Q: 3 clusters Score -1164628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1164629.750000 Penalty: 4670.241211
	Iteration 18Q: 3 clusters Score -1164630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1164626.375000 Penalty: 4670.241211
	Iteration 19Q: 3 clusters Score -1164626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1164627.750000 Penalty: 4670.241211
	Iteration 20F: 3 clusters Score -1164628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1164629.625000 Penalty: 4670.241211
	Iteration 21Q: 3 clusters Score -1164630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1164629.125000 Penalty: 4670.241211
	Iteration 22Q: 3 clusters Score -1164629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1164629.125000 Penalty: 4670.241211
	Iteration 23Q: 3 clusters Score -1164629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1164629.125000 Penalty: 4670.241211
	Iteration 24F: 3 clusters Score -1164629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127133 members 
Mstep: Class 2 contains 3744 members 
Mstep: Class 3 contains 11111 members 
Mstep: Class 4 contains 12287 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 304904 members 
Mstep: Class 7 contains 226773 members 
Mstep: Class 8 contains 64407 members 
Mstep: Class 9 contains 30573 members 
Mstep: Class 10 contains 6904 members 
Mstep: Class 11 contains 8210 members 
Mstep: Class 12 contains 75102 members 
Mstep: Class 13 contains 9752 members 
Mstep: Class 14 contains 228784 members 
Mstep: Class 15 contains 13661 members 
Mstep: Class 16 contains 221083 members 
Mstep: Class 17 contains 5927 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8108 members 
Mstep: Class 20 contains 23470 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 22 contains 7570 members 
Mstep: Class 23 contains 6875 members 
Mstep: Class 24 contains 18597 members 
Mstep: Class 25 contains 8699 members 
Mstep: Class 26 contains 7249 members 
Mstep: Class 27 contains 4227 members 
Mstep: Class 28 contains 15610 members 
Mstep: Class 29 contains 6013 members 
Mstep: Class 30 contains 18904 members 
Mstep: Class 31 contains 102343 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 45569 members 
Mstep: Class 34 contains 3141 members 
Mstep: Class 35 contains 4406 members 
Mstep: Class 36 contains 4934 members 
Mstep: Class 37 contains 9705 members 
Entering Unmasked Estep 
Score: -157696224.000000 Penalty: 131487.906250
Splitting cluster 5 changes total score from -157696864.000000 to -157696224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (304904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304904 members 
Entering Unmasked Estep 
Score: -29879290.000000 Penalty: 3131.682617
	Iteration 0F: 2 clusters Score -2.987929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152327 members 
Mstep: Class 2 contains 152577 members 
Entering Unmasked Estep 
Score: -29684960.000000 Penalty: 6263.365234
	Iteration 0F: 3 clusters Score -2.968496e+07 nChanged 147580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148527 members 
Mstep: Class 2 contains 156377 members 
Entering Unmasked Estep 
Score: -29772474.000000 Penalty: 6263.365234
	Iteration 1F: 3 clusters Score -2.977247e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146010 members 
Mstep: Class 2 contains 158894 members 
Entering Unmasked Estep 
Score: -29773826.000000 Penalty: 6263.365234
	Iteration 2Q: 3 clusters Score -2.977383e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141942 members 
Mstep: Class 2 contains 162962 members 
Entering Unmasked Estep 
Score: -29775322.000000 Penalty: 6263.365234
	Iteration 3Q: 3 clusters Score -2.977532e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135483 members 
Mstep: Class 2 contains 169421 members 
Entering Unmasked Estep 
Score: -29777826.000000 Penalty: 6263.365234
	Iteration 4Q: 3 clusters Score -2.977783e+07 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125353 members 
Mstep: Class 2 contains 179551 members 
Entering Unmasked Estep 
Score: -29781738.000000 Penalty: 6263.365234
	Iteration 5Q: 3 clusters Score -2.978174e+07 nChanged 17104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110121 members 
Mstep: Class 2 contains 194783 members 
Entering Unmasked Estep 
Score: -29789820.000000 Penalty: 6263.365234
	Iteration 6F: 3 clusters Score -2.978982e+07 nChanged 22386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89001 members 
Mstep: Class 2 contains 215903 members 
Entering Unmasked Estep 
Score: -29803132.000000 Penalty: 6263.365234
	Iteration 7F: 3 clusters Score -2.980313e+07 nChanged 25341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 240500 members 
Entering Unmasked Estep 
Score: -29820926.000000 Penalty: 6263.365234
	Iteration 8F: 3 clusters Score -2.982093e+07 nChanged 23916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 264124 members 
Entering Unmasked Estep 
Score: -29839728.000000 Penalty: 6263.365234
	Iteration 9F: 3 clusters Score -2.983973e+07 nChanged 18636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 282730 members 
Entering Unmasked Estep 
Score: -29856514.000000 Penalty: 6263.365234
	Iteration 10F: 3 clusters Score -2.985651e+07 nChanged 11581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 294311 members 
Entering Unmasked Estep 
Score: -29867024.000000 Penalty: 6263.365234
	Iteration 11Q: 3 clusters Score -2.986702e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 300243 members 
Entering Unmasked Estep 
Score: -29872662.000000 Penalty: 6263.365234
	Iteration 12Q: 3 clusters Score -2.987266e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 302747 members 
Entering Unmasked Estep 
Score: -29875066.000000 Penalty: 6263.365234
	Iteration 13Q: 3 clusters Score -2.987507e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 303600 members 
Entering Unmasked Estep 
Score: -29875986.000000 Penalty: 6263.365234
	Iteration 14Q: 3 clusters Score -2.987599e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 303868 members 
Entering Unmasked Estep 
Score: -29876342.000000 Penalty: 6263.365234
	Iteration 15Q: 3 clusters Score -2.987634e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 303965 members 
Entering Unmasked Estep 
Score: -29876544.000000 Penalty: 6263.365234
	Iteration 16Q: 3 clusters Score -2.987654e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 304005 members 
Entering Unmasked Estep 
Score: -29876684.000000 Penalty: 6263.365234
	Iteration 17Q: 3 clusters Score -2.987668e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 304032 members 
Entering Unmasked Estep 
Score: -29876758.000000 Penalty: 6263.365234
	Iteration 18Q: 3 clusters Score -2.987676e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 304062 members 
Entering Unmasked Estep 
Score: -29876822.000000 Penalty: 6263.365234
	Iteration 19Q: 3 clusters Score -2.987682e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 304084 members 
Entering Unmasked Estep 
Score: -29876844.000000 Penalty: 6263.365234
	Iteration 20F: 3 clusters Score -2.987684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 304097 members 
Entering Unmasked Estep 
Score: -29876866.000000 Penalty: 6263.365234
	Iteration 21Q: 3 clusters Score -2.987687e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 304096 members 
Entering Unmasked Estep 
Score: -29876898.000000 Penalty: 6263.365234
	Iteration 22Q: 3 clusters Score -2.98769e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 304092 members 
Entering Unmasked Estep 
Score: -29876916.000000 Penalty: 6263.365234
	Iteration 23Q: 3 clusters Score -2.987692e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 304106 members 
Entering Unmasked Estep 
Score: -29876934.000000 Penalty: 6263.365234
	Iteration 24Q: 3 clusters Score -2.987693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 304112 members 
Entering Unmasked Estep 
Score: -29876912.000000 Penalty: 6263.365234
	Iteration 25Q: 3 clusters Score -2.987691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 304118 members 
Entering Unmasked Estep 
Score: -29876928.000000 Penalty: 6263.365234
	Iteration 26Q: 3 clusters Score -2.987693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 304118 members 
Entering Unmasked Estep 
Score: -29876962.000000 Penalty: 6263.365234
	Iteration 27Q: 3 clusters Score -2.987696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 304118 members 
Entering Unmasked Estep 
Score: -29876944.000000 Penalty: 6263.365234
	Iteration 28Q: 3 clusters Score -2.987694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 304124 members 
Entering Unmasked Estep 
Score: -29876962.000000 Penalty: 6263.365234
	Iteration 29Q: 3 clusters Score -2.987696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 304130 members 
Entering Unmasked Estep 
Score: -29876970.000000 Penalty: 6263.365234
	Iteration 30Q: 3 clusters Score -2.987697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 304135 members 
Entering Unmasked Estep 
Score: -29876984.000000 Penalty: 6263.365234
	Iteration 31Q: 3 clusters Score -2.987698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 304132 members 
Entering Unmasked Estep 
Score: -29876996.000000 Penalty: 6263.365234
	Iteration 32Q: 3 clusters Score -2.9877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 304133 members 
Entering Unmasked Estep 
Score: -29876980.000000 Penalty: 6263.365234
	Iteration 33Q: 3 clusters Score -2.987698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 304134 members 
Entering Unmasked Estep 
Score: -29876984.000000 Penalty: 6263.365234
	Iteration 34Q: 3 clusters Score -2.987698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 304134 members 
Entering Unmasked Estep 
Score: -29876984.000000 Penalty: 6263.365234
	Iteration 35F: 3 clusters Score -2.987698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (226773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226773 members 
Entering Unmasked Estep 
Score: -22264574.000000 Penalty: 3058.262939
	Iteration 0F: 2 clusters Score -2.226457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113466 members 
Mstep: Class 2 contains 113307 members 
Entering Unmasked Estep 
Score: -22114278.000000 Penalty: 6116.525879
	Iteration 0F: 3 clusters Score -2.211428e+07 nChanged 109438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112324 members 
Mstep: Class 2 contains 114449 members 
Entering Unmasked Estep 
Score: -22179164.000000 Penalty: 6116.525879
	Iteration 1F: 3 clusters Score -2.217916e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110787 members 
Mstep: Class 2 contains 115986 members 
Entering Unmasked Estep 
Score: -22181756.000000 Penalty: 6116.525879
	Iteration 2Q: 3 clusters Score -2.218176e+07 nChanged 10043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108100 members 
Mstep: Class 2 contains 118673 members 
Entering Unmasked Estep 
Score: -22186196.000000 Penalty: 6116.525879
	Iteration 3Q: 3 clusters Score -2.21862e+07 nChanged 13047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103587 members 
Mstep: Class 2 contains 123186 members 
Entering Unmasked Estep 
Score: -22193308.000000 Penalty: 6116.525879
	Iteration 4F: 3 clusters Score -2.219331e+07 nChanged 15868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97247 members 
Mstep: Class 2 contains 129526 members 
Entering Unmasked Estep 
Score: -22202984.000000 Penalty: 6116.525879
	Iteration 5F: 3 clusters Score -2.220298e+07 nChanged 16432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89605 members 
Mstep: Class 2 contains 137168 members 
Entering Unmasked Estep 
Score: -22212408.000000 Penalty: 6116.525879
	Iteration 6F: 3 clusters Score -2.221241e+07 nChanged 15194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 145592 members 
Entering Unmasked Estep 
Score: -22220314.000000 Penalty: 6116.525879
	Iteration 7F: 3 clusters Score -2.222031e+07 nChanged 12674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72767 members 
Mstep: Class 2 contains 154006 members 
Entering Unmasked Estep 
Score: -22226288.000000 Penalty: 6116.525879
	Iteration 8F: 3 clusters Score -2.222629e+07 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64332 members 
Mstep: Class 2 contains 162441 members 
Entering Unmasked Estep 
Score: -22230486.000000 Penalty: 6116.525879
	Iteration 9Q: 3 clusters Score -2.223049e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56029 members 
Mstep: Class 2 contains 170744 members 
Entering Unmasked Estep 
Score: -22234432.000000 Penalty: 6116.525879
	Iteration 10Q: 3 clusters Score -2.223443e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 179117 members 
Entering Unmasked Estep 
Score: -22238176.000000 Penalty: 6116.525879
	Iteration 11Q: 3 clusters Score -2.223818e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 187514 members 
Entering Unmasked Estep 
Score: -22242204.000000 Penalty: 6116.525879
	Iteration 12Q: 3 clusters Score -2.22422e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 195538 members 
Entering Unmasked Estep 
Score: -22246258.000000 Penalty: 6116.525879
	Iteration 13Q: 3 clusters Score -2.224626e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 202655 members 
Entering Unmasked Estep 
Score: -22249758.000000 Penalty: 6116.525879
	Iteration 14Q: 3 clusters Score -2.224976e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 208866 members 
Entering Unmasked Estep 
Score: -22253032.000000 Penalty: 6116.525879
	Iteration 15Q: 3 clusters Score -2.225303e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 213829 members 
Entering Unmasked Estep 
Score: -22255898.000000 Penalty: 6116.525879
	Iteration 16Q: 3 clusters Score -2.22559e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 217656 members 
Entering Unmasked Estep 
Score: -22257898.000000 Penalty: 6116.525879
	Iteration 17Q: 3 clusters Score -2.22579e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 220353 members 
Entering Unmasked Estep 
Score: -22259380.000000 Penalty: 6116.525879
	Iteration 18Q: 3 clusters Score -2.225938e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 222226 members 
Entering Unmasked Estep 
Score: -22260502.000000 Penalty: 6116.525879
	Iteration 19Q: 3 clusters Score -2.22605e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 223407 members 
Entering Unmasked Estep 
Score: -22260996.000000 Penalty: 6116.525879
	Iteration 20F: 3 clusters Score -2.2261e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 224127 members 
Entering Unmasked Estep 
Score: -22261388.000000 Penalty: 6116.525879
	Iteration 21Q: 3 clusters Score -2.226139e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 224582 members 
Entering Unmasked Estep 
Score: -22261632.000000 Penalty: 6116.525879
	Iteration 22Q: 3 clusters Score -2.226163e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 224874 members 
Entering Unmasked Estep 
Score: -22261808.000000 Penalty: 6116.525879
	Iteration 23Q: 3 clusters Score -2.226181e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 225069 members 
Entering Unmasked Estep 
Score: -22261938.000000 Penalty: 6116.525879
	Iteration 24Q: 3 clusters Score -2.226194e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 225185 members 
Entering Unmasked Estep 
Score: -22261970.000000 Penalty: 6116.525879
	Iteration 25Q: 3 clusters Score -2.226197e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 225286 members 
Entering Unmasked Estep 
Score: -22261996.000000 Penalty: 6116.525879
	Iteration 26Q: 3 clusters Score -2.2262e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 225359 members 
Entering Unmasked Estep 
Score: -22262092.000000 Penalty: 6116.525879
	Iteration 27Q: 3 clusters Score -2.226209e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 225423 members 
Entering Unmasked Estep 
Score: -22262142.000000 Penalty: 6116.525879
	Iteration 28Q: 3 clusters Score -2.226214e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 225464 members 
Entering Unmasked Estep 
Score: -22262178.000000 Penalty: 6116.525879
	Iteration 29Q: 3 clusters Score -2.226218e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 225494 members 
Entering Unmasked Estep 
Score: -22262220.000000 Penalty: 6116.525879
	Iteration 30Q: 3 clusters Score -2.226222e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 225519 members 
Entering Unmasked Estep 
Score: -22262260.000000 Penalty: 6116.525879
	Iteration 31Q: 3 clusters Score -2.226226e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 225537 members 
Entering Unmasked Estep 
Score: -22262254.000000 Penalty: 6116.525879
	Iteration 32Q: 3 clusters Score -2.226225e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 225551 members 
Entering Unmasked Estep 
Score: -22262262.000000 Penalty: 6116.525879
	Iteration 33Q: 3 clusters Score -2.226226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 225564 members 
Entering Unmasked Estep 
Score: -22262274.000000 Penalty: 6116.525879
	Iteration 34Q: 3 clusters Score -2.226227e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 225578 members 
Entering Unmasked Estep 
Score: -22262282.000000 Penalty: 6116.525879
	Iteration 35Q: 3 clusters Score -2.226228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 225584 members 
Entering Unmasked Estep 
Score: -22262298.000000 Penalty: 6116.525879
	Iteration 36Q: 3 clusters Score -2.22623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 225592 members 
Entering Unmasked Estep 
Score: -22262300.000000 Penalty: 6116.525879
	Iteration 37Q: 3 clusters Score -2.22623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 225601 members 
Entering Unmasked Estep 
Score: -22262290.000000 Penalty: 6116.525879
	Iteration 38Q: 3 clusters Score -2.226229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 225603 members 
Entering Unmasked Estep 
Score: -22262280.000000 Penalty: 6116.525879
	Iteration 39Q: 3 clusters Score -2.226228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 225607 members 
Entering Unmasked Estep 
Score: -22262276.000000 Penalty: 6116.525879
	Iteration 40F: 3 clusters Score -2.226228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 225611 members 
Entering Unmasked Estep 
Score: -22262290.000000 Penalty: 6116.525879
	Iteration 41Q: 3 clusters Score -2.226229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 225619 members 
Entering Unmasked Estep 
Score: -22262302.000000 Penalty: 6116.525879
	Iteration 42Q: 3 clusters Score -2.22623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 225625 members 
Entering Unmasked Estep 
Score: -22262310.000000 Penalty: 6116.525879
	Iteration 43Q: 3 clusters Score -2.226231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 225630 members 
Entering Unmasked Estep 
Score: -22262314.000000 Penalty: 6116.525879
	Iteration 44Q: 3 clusters Score -2.226231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 225633 members 
Entering Unmasked Estep 
Score: -22262314.000000 Penalty: 6116.525879
	Iteration 45Q: 3 clusters Score -2.226231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 225637 members 
Entering Unmasked Estep 
Score: -22262318.000000 Penalty: 6116.525879
	Iteration 46Q: 3 clusters Score -2.226232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 225640 members 
Entering Unmasked Estep 
Score: -22262324.000000 Penalty: 6116.525879
	Iteration 47Q: 3 clusters Score -2.226232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 225639 members 
Entering Unmasked Estep 
Score: -22262316.000000 Penalty: 6116.525879
	Iteration 48Q: 3 clusters Score -2.226232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 225642 members 
Entering Unmasked Estep 
Score: -22262328.000000 Penalty: 6116.525879
	Iteration 49Q: 3 clusters Score -2.226233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 225642 members 
Entering Unmasked Estep 
Score: -22262318.000000 Penalty: 6116.525879
	Iteration 50Q: 3 clusters Score -2.226232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 225644 members 
Entering Unmasked Estep 
Score: -22262322.000000 Penalty: 6116.525879
	Iteration 51Q: 3 clusters Score -2.226232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 225648 members 
Entering Unmasked Estep 
Score: -22262322.000000 Penalty: 6116.525879
	Iteration 52Q: 3 clusters Score -2.226232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 225653 members 
Entering Unmasked Estep 
Score: -22262332.000000 Penalty: 6116.525879
	Iteration 53Q: 3 clusters Score -2.226233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 225658 members 
Entering Unmasked Estep 
Score: -22262320.000000 Penalty: 6116.525879
	Iteration 54Q: 3 clusters Score -2.226232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 225663 members 
Entering Unmasked Estep 
Score: -22262326.000000 Penalty: 6116.525879
	Iteration 55Q: 3 clusters Score -2.226233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 225667 members 
Entering Unmasked Estep 
Score: -22262336.000000 Penalty: 6116.525879
	Iteration 56Q: 3 clusters Score -2.226234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 225669 members 
Entering Unmasked Estep 
Score: -22262326.000000 Penalty: 6116.525879
	Iteration 57Q: 3 clusters Score -2.226233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 225670 members 
Entering Unmasked Estep 
Score: -22262322.000000 Penalty: 6116.525879
	Iteration 58Q: 3 clusters Score -2.226232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 225670 members 
Entering Unmasked Estep 
Score: -22262312.000000 Penalty: 6116.525879
	Iteration 59Q: 3 clusters Score -2.226231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 225670 members 
Entering Unmasked Estep 
Score: -22262312.000000 Penalty: 6116.525879
	Iteration 60F: 3 clusters Score -2.226231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (64407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Entering Unmasked Estep 
Score: -6241908.500000 Penalty: 2746.098633
	Iteration 0F: 2 clusters Score -6241908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -6199065.000000 Penalty: 5492.197266
	Iteration 0F: 3 clusters Score -6199065 nChanged 30027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -6215857.500000 Penalty: 5492.197266
	Iteration 1F: 3 clusters Score -6215858 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -6216686.000000 Penalty: 5492.197266
	Iteration 2Q: 3 clusters Score -6216686 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -6217628.000000 Penalty: 5492.197266
	Iteration 3Q: 3 clusters Score -6217628 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -6218848.000000 Penalty: 5492.197266
	Iteration 4Q: 3 clusters Score -6218848 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -6220546.000000 Penalty: 5492.197266
	Iteration 5F: 3 clusters Score -6220546 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -6222614.500000 Penalty: 5492.197266
	Iteration 6F: 3 clusters Score -6222614 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -6225003.500000 Penalty: 5492.197266
	Iteration 7F: 3 clusters Score -6225004 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -6227399.000000 Penalty: 5492.197266
	Iteration 8F: 3 clusters Score -6227399 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -6229718.500000 Penalty: 5492.197266
	Iteration 9F: 3 clusters Score -6229718 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -6231706.500000 Penalty: 5492.197266
	Iteration 10F: 3 clusters Score -6231706 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -6233490.500000 Penalty: 5492.197266
	Iteration 11Q: 3 clusters Score -6233490 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -6235175.000000 Penalty: 5492.197266
	Iteration 12Q: 3 clusters Score -6235175 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -6236577.000000 Penalty: 5492.197266
	Iteration 13Q: 3 clusters Score -6236577 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -6237641.000000 Penalty: 5492.197266
	Iteration 14Q: 3 clusters Score -6237641 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -6238510.000000 Penalty: 5492.197266
	Iteration 15Q: 3 clusters Score -6238510 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -6239099.000000 Penalty: 5492.197266
	Iteration 16Q: 3 clusters Score -6239099 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60922 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -6239520.000000 Penalty: 5492.197266
	Iteration 17Q: 3 clusters Score -6239520 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61386 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -6239824.000000 Penalty: 5492.197266
	Iteration 18Q: 3 clusters Score -6239824 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61733 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -6240060.500000 Penalty: 5492.197266
	Iteration 19Q: 3 clusters Score -6240060 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61976 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -6240279.500000 Penalty: 5492.197266
	Iteration 20F: 3 clusters Score -6240280 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -6240480.500000 Penalty: 5492.197266
	Iteration 21Q: 3 clusters Score -6240480 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6240635.500000 Penalty: 5492.197266
	Iteration 22Q: 3 clusters Score -6240636 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6240756.500000 Penalty: 5492.197266
	Iteration 23Q: 3 clusters Score -6240756 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6240885.500000 Penalty: 5492.197266
	Iteration 24Q: 3 clusters Score -6240886 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6240957.000000 Penalty: 5492.197266
	Iteration 25Q: 3 clusters Score -6240957 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6241038.500000 Penalty: 5492.197266
	Iteration 26Q: 3 clusters Score -6241038 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6241063.500000 Penalty: 5492.197266
	Iteration 27Q: 3 clusters Score -6241064 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6241089.500000 Penalty: 5492.197266
	Iteration 28Q: 3 clusters Score -6241090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62453 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6241111.500000 Penalty: 5492.197266
	Iteration 29Q: 3 clusters Score -6241112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6241135.500000 Penalty: 5492.197266
	Iteration 30Q: 3 clusters Score -6241136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62488 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6241140.000000 Penalty: 5492.197266
	Iteration 31Q: 3 clusters Score -6241140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6241132.000000 Penalty: 5492.197266
	Iteration 32Q: 3 clusters Score -6241132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62497 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6241141.000000 Penalty: 5492.197266
	Iteration 33Q: 3 clusters Score -6241141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6241148.500000 Penalty: 5492.197266
	Iteration 34Q: 3 clusters Score -6241148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6241147.500000 Penalty: 5492.197266
	Iteration 35Q: 3 clusters Score -6241148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6241148.000000 Penalty: 5492.197266
	Iteration 36Q: 3 clusters Score -6241148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6241149.500000 Penalty: 5492.197266
	Iteration 37Q: 3 clusters Score -6241150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6241144.500000 Penalty: 5492.197266
	Iteration 38Q: 3 clusters Score -6241144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6241144.000000 Penalty: 5492.197266
	Iteration 39Q: 3 clusters Score -6241144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62497 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6241143.000000 Penalty: 5492.197266
	Iteration 40F: 3 clusters Score -6241143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62503 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6241143.500000 Penalty: 5492.197266
	Iteration 41Q: 3 clusters Score -6241144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6241152.500000 Penalty: 5492.197266
	Iteration 42Q: 3 clusters Score -6241152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6241151.000000 Penalty: 5492.197266
	Iteration 43Q: 3 clusters Score -6241151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6241151.000000 Penalty: 5492.197266
	Iteration 44F: 3 clusters Score -6241151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Entering Unmasked Estep 
Score: -2742106.500000 Penalty: 2561.312256
	Iteration 0F: 2 clusters Score -2742106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2721244.500000 Penalty: 5122.624512
	Iteration 0F: 3 clusters Score -2721244 nChanged 13633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2729222.500000 Penalty: 5122.624512
	Iteration 1F: 3 clusters Score -2729222 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2730350.500000 Penalty: 5122.624512
	Iteration 2F: 3 clusters Score -2730350 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2731596.000000 Penalty: 5122.624512
	Iteration 3F: 3 clusters Score -2731596 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2732730.250000 Penalty: 5122.624512
	Iteration 4F: 3 clusters Score -2732730 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2733792.500000 Penalty: 5122.624512
	Iteration 5F: 3 clusters Score -2733792 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2734663.750000 Penalty: 5122.624512
	Iteration 6F: 3 clusters Score -2734664 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2735381.000000 Penalty: 5122.624512
	Iteration 7Q: 3 clusters Score -2735381 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2735944.000000 Penalty: 5122.624512
	Iteration 8Q: 3 clusters Score -2735944 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2736337.750000 Penalty: 5122.624512
	Iteration 9Q: 3 clusters Score -2736338 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2736643.750000 Penalty: 5122.624512
	Iteration 10Q: 3 clusters Score -2736644 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2736900.500000 Penalty: 5122.624512
	Iteration 11Q: 3 clusters Score -2736900 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2737152.250000 Penalty: 5122.624512
	Iteration 12Q: 3 clusters Score -2737152 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2737385.000000 Penalty: 5122.624512
	Iteration 13Q: 3 clusters Score -2737385 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2737590.500000 Penalty: 5122.624512
	Iteration 14Q: 3 clusters Score -2737590 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2737689.000000 Penalty: 5122.624512
	Iteration 15Q: 3 clusters Score -2737689 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2737792.500000 Penalty: 5122.624512
	Iteration 16Q: 3 clusters Score -2737792 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2737873.000000 Penalty: 5122.624512
	Iteration 17Q: 3 clusters Score -2737873 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2737944.750000 Penalty: 5122.624512
	Iteration 18Q: 3 clusters Score -2737945 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2738015.500000 Penalty: 5122.624512
	Iteration 19Q: 3 clusters Score -2738016 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2738145.250000 Penalty: 5122.624512
	Iteration 20F: 3 clusters Score -2738145 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2738331.750000 Penalty: 5122.624512
	Iteration 21Q: 3 clusters Score -2738332 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2738536.000000 Penalty: 5122.624512
	Iteration 22Q: 3 clusters Score -2738536 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2738767.500000 Penalty: 5122.624512
	Iteration 23Q: 3 clusters Score -2738768 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2739028.000000 Penalty: 5122.624512
	Iteration 24Q: 3 clusters Score -2739028 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -2739293.500000 Penalty: 5122.624512
	Iteration 25Q: 3 clusters Score -2739294 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -2739557.000000 Penalty: 5122.624512
	Iteration 26Q: 3 clusters Score -2739557 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -2739841.250000 Penalty: 5122.624512
	Iteration 27Q: 3 clusters Score -2739841 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -2740133.500000 Penalty: 5122.624512
	Iteration 28Q: 3 clusters Score -2740134 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -2740438.000000 Penalty: 5122.624512
	Iteration 29Q: 3 clusters Score -2740438 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -2740742.750000 Penalty: 5122.624512
	Iteration 30Q: 3 clusters Score -2740743 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -2741056.250000 Penalty: 5122.624512
	Iteration 31Q: 3 clusters Score -2741056 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -2741381.250000 Penalty: 5122.624512
	Iteration 32Q: 3 clusters Score -2741381 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -2741767.250000 Penalty: 5122.624512
	Iteration 33Q: 3 clusters Score -2741767 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -2742167.000000 Penalty: 5122.624512
	Iteration 34Q: 3 clusters Score -2742167 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -2742518.250000 Penalty: 5122.624512
	Iteration 35Q: 3 clusters Score -2742518 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -2742726.500000 Penalty: 5122.624512
	Iteration 36Q: 3 clusters Score -2742726 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -2742832.750000 Penalty: 5122.624512
	Iteration 37Q: 3 clusters Score -2742833 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -2742869.500000 Penalty: 5122.624512
	Iteration 38Q: 3 clusters Score -2742870 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -2742892.000000 Penalty: 5122.624512
	Iteration 39Q: 3 clusters Score -2742892 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -2742910.000000 Penalty: 5122.624512
	Iteration 40F: 3 clusters Score -2742910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -2742922.000000 Penalty: 5122.624512
	Iteration 41Q: 3 clusters Score -2742922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -2742926.750000 Penalty: 5122.624512
	Iteration 42Q: 3 clusters Score -2742927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -2742933.500000 Penalty: 5122.624512
	Iteration 43Q: 3 clusters Score -2742934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -2742930.250000 Penalty: 5122.624512
	Iteration 44Q: 3 clusters Score -2742930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -2742935.500000 Penalty: 5122.624512
	Iteration 45Q: 3 clusters Score -2742936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -2742937.000000 Penalty: 5122.624512
	Iteration 46Q: 3 clusters Score -2742937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -2742940.250000 Penalty: 5122.624512
	Iteration 47Q: 3 clusters Score -2742940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -2742940.000000 Penalty: 5122.624512
	Iteration 48Q: 3 clusters Score -2742940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -2742942.500000 Penalty: 5122.624512
	Iteration 49Q: 3 clusters Score -2742942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -2742934.750000 Penalty: 5122.624512
	Iteration 50Q: 3 clusters Score -2742935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -2742940.750000 Penalty: 5122.624512
	Iteration 51Q: 3 clusters Score -2742941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -2742941.000000 Penalty: 5122.624512
	Iteration 52Q: 3 clusters Score -2742941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -2742940.750000 Penalty: 5122.624512
	Iteration 53Q: 3 clusters Score -2742941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -2742944.000000 Penalty: 5122.624512
	Iteration 54Q: 3 clusters Score -2742944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -2742943.500000 Penalty: 5122.624512
	Iteration 55Q: 3 clusters Score -2742944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -2742942.500000 Penalty: 5122.624512
	Iteration 56Q: 3 clusters Score -2742942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -2742941.000000 Penalty: 5122.624512
	Iteration 57Q: 3 clusters Score -2742941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -2742940.500000 Penalty: 5122.624512
	Iteration 58Q: 3 clusters Score -2742940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -2742942.750000 Penalty: 5122.624512
	Iteration 59Q: 3 clusters Score -2742943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -2742944.250000 Penalty: 5122.624512
	Iteration 60F: 3 clusters Score -2742944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -2742944.750000 Penalty: 5122.624512
	Iteration 61Q: 3 clusters Score -2742945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -2742949.500000 Penalty: 5122.624512
	Iteration 62Q: 3 clusters Score -2742950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -2742947.000000 Penalty: 5122.624512
	Iteration 63Q: 3 clusters Score -2742947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -2742947.000000 Penalty: 5122.624512
	Iteration 64F: 3 clusters Score -2742947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127133 members 
Mstep: Class 2 contains 3744 members 
Mstep: Class 3 contains 11111 members 
Mstep: Class 4 contains 12287 members 
Mstep: Class 5 contains 12281 members 
Mstep: Class 6 contains 304904 members 
Mstep: Class 7 contains 226773 members 
Mstep: Class 8 contains 64407 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 6904 members 
Mstep: Class 11 contains 8210 members 
Mstep: Class 12 contains 75102 members 
Mstep: Class 13 contains 9752 members 
Mstep: Class 14 contains 228784 members 
Mstep: Class 15 contains 13661 members 
Mstep: Class 16 contains 221083 members 
Mstep: Class 17 contains 5927 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8108 members 
Mstep: Class 20 contains 23470 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 22 contains 7570 members 
Mstep: Class 23 contains 6875 members 
Mstep: Class 24 contains 18597 members 
Mstep: Class 25 contains 8699 members 
Mstep: Class 26 contains 7249 members 
Mstep: Class 27 contains 4227 members 
Mstep: Class 28 contains 15610 members 
Mstep: Class 29 contains 6013 members 
Mstep: Class 30 contains 18904 members 
Mstep: Class 31 contains 102343 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 45569 members 
Mstep: Class 34 contains 3141 members 
Mstep: Class 35 contains 4406 members 
Mstep: Class 36 contains 4934 members 
Mstep: Class 37 contains 27751 members 
Entering Unmasked Estep 
Score: -157697584.000000 Penalty: 131487.906250
Splitting cluster 9 changes total score from -157696864.000000 to -157697584.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 10 (6904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Entering Unmasked Estep 
Score: -578877.187500 Penalty: 2192.284424
	Iteration 0F: 2 clusters Score -578877.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -573256.375000 Penalty: 4384.568848
	Iteration 0F: 3 clusters Score -573256.4 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -574848.250000 Penalty: 4384.568848
	Iteration 1F: 3 clusters Score -574848.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -575270.750000 Penalty: 4384.568848
	Iteration 2F: 3 clusters Score -575270.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -575652.437500 Penalty: 4384.568848
	Iteration 3F: 3 clusters Score -575652.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -576065.687500 Penalty: 4384.568848
	Iteration 4F: 3 clusters Score -576065.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -576507.187500 Penalty: 4384.568848
	Iteration 5F: 3 clusters Score -576507.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -576914.250000 Penalty: 4384.568848
	Iteration 6F: 3 clusters Score -576914.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -577199.250000 Penalty: 4384.568848
	Iteration 7Q: 3 clusters Score -577199.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -577379.125000 Penalty: 4384.568848
	Iteration 8Q: 3 clusters Score -577379.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -577484.625000 Penalty: 4384.568848
	Iteration 9Q: 3 clusters Score -577484.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -577562.937500 Penalty: 4384.568848
	Iteration 10Q: 3 clusters Score -577562.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -577614.125000 Penalty: 4384.568848
	Iteration 11Q: 3 clusters Score -577614.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -577645.625000 Penalty: 4384.568848
	Iteration 12Q: 3 clusters Score -577645.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -577665.062500 Penalty: 4384.568848
	Iteration 13Q: 3 clusters Score -577665.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -577680.875000 Penalty: 4384.568848
	Iteration 14Q: 3 clusters Score -577680.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -577692.062500 Penalty: 4384.568848
	Iteration 15Q: 3 clusters Score -577692.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -577703.375000 Penalty: 4384.568848
	Iteration 16Q: 3 clusters Score -577703.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -577712.375000 Penalty: 4384.568848
	Iteration 17Q: 3 clusters Score -577712.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -577720.187500 Penalty: 4384.568848
	Iteration 18Q: 3 clusters Score -577720.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -577728.312500 Penalty: 4384.568848
	Iteration 19Q: 3 clusters Score -577728.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -577735.875000 Penalty: 4384.568848
	Iteration 20F: 3 clusters Score -577735.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -577743.000000 Penalty: 4384.568848
	Iteration 21Q: 3 clusters Score -577743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -577752.250000 Penalty: 4384.568848
	Iteration 22Q: 3 clusters Score -577752.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -577764.125000 Penalty: 4384.568848
	Iteration 23Q: 3 clusters Score -577764.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -577780.125000 Penalty: 4384.568848
	Iteration 24Q: 3 clusters Score -577780.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -577790.687500 Penalty: 4384.568848
	Iteration 25Q: 3 clusters Score -577790.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -577807.125000 Penalty: 4384.568848
	Iteration 26Q: 3 clusters Score -577807.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -577821.687500 Penalty: 4384.568848
	Iteration 27Q: 3 clusters Score -577821.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -577842.312500 Penalty: 4384.568848
	Iteration 28Q: 3 clusters Score -577842.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -577866.250000 Penalty: 4384.568848
	Iteration 29Q: 3 clusters Score -577866.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -577896.312500 Penalty: 4384.568848
	Iteration 30Q: 3 clusters Score -577896.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -577933.937500 Penalty: 4384.568848
	Iteration 31Q: 3 clusters Score -577933.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -577972.875000 Penalty: 4384.568848
	Iteration 32Q: 3 clusters Score -577972.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -578013.250000 Penalty: 4384.568848
	Iteration 33Q: 3 clusters Score -578013.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -578040.500000 Penalty: 4384.568848
	Iteration 34Q: 3 clusters Score -578040.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -578060.375000 Penalty: 4384.568848
	Iteration 35Q: 3 clusters Score -578060.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -578080.687500 Penalty: 4384.568848
	Iteration 36Q: 3 clusters Score -578080.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -578098.187500 Penalty: 4384.568848
	Iteration 37Q: 3 clusters Score -578098.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -578123.062500 Penalty: 4384.568848
	Iteration 38Q: 3 clusters Score -578123.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -578141.750000 Penalty: 4384.568848
	Iteration 39Q: 3 clusters Score -578141.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -578154.375000 Penalty: 4384.568848
	Iteration 40F: 3 clusters Score -578154.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -578166.562500 Penalty: 4384.568848
	Iteration 41Q: 3 clusters Score -578166.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -578180.125000 Penalty: 4384.568848
	Iteration 42Q: 3 clusters Score -578180.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -578192.812500 Penalty: 4384.568848
	Iteration 43Q: 3 clusters Score -578192.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -578202.187500 Penalty: 4384.568848
	Iteration 44Q: 3 clusters Score -578202.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -578213.625000 Penalty: 4384.568848
	Iteration 45Q: 3 clusters Score -578213.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -578223.125000 Penalty: 4384.568848
	Iteration 46Q: 3 clusters Score -578223.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -578231.937500 Penalty: 4384.568848
	Iteration 47Q: 3 clusters Score -578231.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -578238.187500 Penalty: 4384.568848
	Iteration 48Q: 3 clusters Score -578238.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -578249.062500 Penalty: 4384.568848
	Iteration 49Q: 3 clusters Score -578249.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -578260.375000 Penalty: 4384.568848
	Iteration 50Q: 3 clusters Score -578260.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -578275.562500 Penalty: 4384.568848
	Iteration 51Q: 3 clusters Score -578275.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -578294.562500 Penalty: 4384.568848
	Iteration 52Q: 3 clusters Score -578294.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -578313.125000 Penalty: 4384.568848
	Iteration 53Q: 3 clusters Score -578313.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -578329.937500 Penalty: 4384.568848
	Iteration 54Q: 3 clusters Score -578329.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -578346.625000 Penalty: 4384.568848
	Iteration 55Q: 3 clusters Score -578346.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -578362.437500 Penalty: 4384.568848
	Iteration 56Q: 3 clusters Score -578362.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -578374.562500 Penalty: 4384.568848
	Iteration 57Q: 3 clusters Score -578374.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -578388.187500 Penalty: 4384.568848
	Iteration 58Q: 3 clusters Score -578388.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -578407.875000 Penalty: 4384.568848
	Iteration 59Q: 3 clusters Score -578407.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -578431.562500 Penalty: 4384.568848
	Iteration 60F: 3 clusters Score -578431.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -578461.125000 Penalty: 4384.568848
	Iteration 61Q: 3 clusters Score -578461.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -578492.187500 Penalty: 4384.568848
	Iteration 62Q: 3 clusters Score -578492.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -578522.750000 Penalty: 4384.568848
	Iteration 63Q: 3 clusters Score -578522.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -578538.312500 Penalty: 4384.568848
	Iteration 64Q: 3 clusters Score -578538.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -578549.375000 Penalty: 4384.568848
	Iteration 65Q: 3 clusters Score -578549.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -578559.125000 Penalty: 4384.568848
	Iteration 66Q: 3 clusters Score -578559.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -578567.250000 Penalty: 4384.568848
	Iteration 67Q: 3 clusters Score -578567.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -578576.125000 Penalty: 4384.568848
	Iteration 68Q: 3 clusters Score -578576.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -578580.437500 Penalty: 4384.568848
	Iteration 69Q: 3 clusters Score -578580.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -578583.812500 Penalty: 4384.568848
	Iteration 70Q: 3 clusters Score -578583.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -578586.937500 Penalty: 4384.568848
	Iteration 71Q: 3 clusters Score -578586.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -578588.375000 Penalty: 4384.568848
	Iteration 72Q: 3 clusters Score -578588.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -578600.312500 Penalty: 4384.568848
	Iteration 73Q: 3 clusters Score -578600.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -578661.375000 Penalty: 4384.568848
	Iteration 74Q: 3 clusters Score -578661.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -578733.125000 Penalty: 4384.568848
	Iteration 75Q: 3 clusters Score -578733.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -578744.562500 Penalty: 4384.568848
	Iteration 76Q: 3 clusters Score -578744.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -578749.062500 Penalty: 4384.568848
	Iteration 77Q: 3 clusters Score -578749.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -578752.500000 Penalty: 4384.568848
	Iteration 78Q: 3 clusters Score -578752.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -578755.375000 Penalty: 4384.568848
	Iteration 79Q: 3 clusters Score -578755.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -578754.937500 Penalty: 4384.568848
	Iteration 80F: 3 clusters Score -578754.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -578754.937500 Penalty: 4384.568848
	Iteration 81Q: 3 clusters Score -578754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -578755.062500 Penalty: 4384.568848
	Iteration 82Q: 3 clusters Score -578755.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -578756.500000 Penalty: 4384.568848
	Iteration 83Q: 3 clusters Score -578756.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -578756.500000 Penalty: 4384.568848
	Iteration 84F: 3 clusters Score -578756.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Entering Unmasked Estep 
Score: -817880.625000 Penalty: 2235.250732
	Iteration 0F: 2 clusters Score -817880.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -811307.750000 Penalty: 4470.501465
	Iteration 0F: 3 clusters Score -811307.8 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -813106.125000 Penalty: 4470.501465
	Iteration 1F: 3 clusters Score -813106.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -813412.875000 Penalty: 4470.501465
	Iteration 2F: 3 clusters Score -813412.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -813614.625000 Penalty: 4470.501465
	Iteration 3F: 3 clusters Score -813614.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -813754.875000 Penalty: 4470.501465
	Iteration 4Q: 3 clusters Score -813754.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -813869.812500 Penalty: 4470.501465
	Iteration 5Q: 3 clusters Score -813869.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -813980.000000 Penalty: 4470.501465
	Iteration 6Q: 3 clusters Score -813980 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -814066.937500 Penalty: 4470.501465
	Iteration 7Q: 3 clusters Score -814066.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -814151.875000 Penalty: 4470.501465
	Iteration 8Q: 3 clusters Score -814151.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -814233.375000 Penalty: 4470.501465
	Iteration 9Q: 3 clusters Score -814233.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -814335.000000 Penalty: 4470.501465
	Iteration 10Q: 3 clusters Score -814335 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -814428.312500 Penalty: 4470.501465
	Iteration 11Q: 3 clusters Score -814428.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -814534.375000 Penalty: 4470.501465
	Iteration 12Q: 3 clusters Score -814534.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -814656.062500 Penalty: 4470.501465
	Iteration 13Q: 3 clusters Score -814656.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -814779.000000 Penalty: 4470.501465
	Iteration 14Q: 3 clusters Score -814779 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -814922.812500 Penalty: 4470.501465
	Iteration 15Q: 3 clusters Score -814922.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -815092.437500 Penalty: 4470.501465
	Iteration 16Q: 3 clusters Score -815092.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -815238.687500 Penalty: 4470.501465
	Iteration 17Q: 3 clusters Score -815238.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -815379.437500 Penalty: 4470.501465
	Iteration 18Q: 3 clusters Score -815379.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -815495.125000 Penalty: 4470.501465
	Iteration 19Q: 3 clusters Score -815495.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -815582.375000 Penalty: 4470.501465
	Iteration 20F: 3 clusters Score -815582.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -815670.562500 Penalty: 4470.501465
	Iteration 21Q: 3 clusters Score -815670.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -815747.437500 Penalty: 4470.501465
	Iteration 22Q: 3 clusters Score -815747.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -815806.875000 Penalty: 4470.501465
	Iteration 23Q: 3 clusters Score -815806.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -815830.437500 Penalty: 4470.501465
	Iteration 24Q: 3 clusters Score -815830.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -815846.312500 Penalty: 4470.501465
	Iteration 25Q: 3 clusters Score -815846.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -815864.187500 Penalty: 4470.501465
	Iteration 26Q: 3 clusters Score -815864.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -815874.687500 Penalty: 4470.501465
	Iteration 27Q: 3 clusters Score -815874.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -815881.125000 Penalty: 4470.501465
	Iteration 28Q: 3 clusters Score -815881.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -815883.000000 Penalty: 4470.501465
	Iteration 29Q: 3 clusters Score -815883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -815884.625000 Penalty: 4470.501465
	Iteration 30Q: 3 clusters Score -815884.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -815886.937500 Penalty: 4470.501465
	Iteration 31Q: 3 clusters Score -815886.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -815888.187500 Penalty: 4470.501465
	Iteration 32Q: 3 clusters Score -815888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -815892.062500 Penalty: 4470.501465
	Iteration 33Q: 3 clusters Score -815892.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -815892.812500 Penalty: 4470.501465
	Iteration 34Q: 3 clusters Score -815892.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -815895.437500 Penalty: 4470.501465
	Iteration 35Q: 3 clusters Score -815895.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -815899.375000 Penalty: 4470.501465
	Iteration 36Q: 3 clusters Score -815899.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -815903.250000 Penalty: 4470.501465
	Iteration 37Q: 3 clusters Score -815903.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -815905.500000 Penalty: 4470.501465
	Iteration 38Q: 3 clusters Score -815905.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -815905.500000 Penalty: 4470.501465
	Iteration 39F: 3 clusters Score -815905.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75102 members 
Entering Unmasked Estep 
Score: -7276485.500000 Penalty: 2784.197510
	Iteration 0F: 2 clusters Score -7276486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -7226240.000000 Penalty: 5568.395020
	Iteration 0F: 3 clusters Score -7226240 nChanged 35358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -7246765.500000 Penalty: 5568.395020
	Iteration 1F: 3 clusters Score -7246766 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -7247793.000000 Penalty: 5568.395020
	Iteration 2Q: 3 clusters Score -7247793 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -7248900.500000 Penalty: 5568.395020
	Iteration 3Q: 3 clusters Score -7248900 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -7250220.500000 Penalty: 5568.395020
	Iteration 4Q: 3 clusters Score -7250220 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -7251875.500000 Penalty: 5568.395020
	Iteration 5Q: 3 clusters Score -7251876 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -7253854.000000 Penalty: 5568.395020
	Iteration 6Q: 3 clusters Score -7253854 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -7256324.500000 Penalty: 5568.395020
	Iteration 7F: 3 clusters Score -7256324 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -7259074.500000 Penalty: 5568.395020
	Iteration 8F: 3 clusters Score -7259074 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -7261166.500000 Penalty: 5568.395020
	Iteration 9F: 3 clusters Score -7261166 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -7262295.500000 Penalty: 5568.395020
	Iteration 10Q: 3 clusters Score -7262296 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -7262854.500000 Penalty: 5568.395020
	Iteration 11Q: 3 clusters Score -7262854 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -7263075.500000 Penalty: 5568.395020
	Iteration 12Q: 3 clusters Score -7263076 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -7263351.500000 Penalty: 5568.395020
	Iteration 13Q: 3 clusters Score -7263352 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -7263533.000000 Penalty: 5568.395020
	Iteration 14Q: 3 clusters Score -7263533 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -7263704.500000 Penalty: 5568.395020
	Iteration 15Q: 3 clusters Score -7263704 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -7263867.500000 Penalty: 5568.395020
	Iteration 16Q: 3 clusters Score -7263868 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -7264018.500000 Penalty: 5568.395020
	Iteration 17Q: 3 clusters Score -7264018 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -7264173.000000 Penalty: 5568.395020
	Iteration 18Q: 3 clusters Score -7264173 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -7264326.500000 Penalty: 5568.395020
	Iteration 19Q: 3 clusters Score -7264326 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -7264544.000000 Penalty: 5568.395020
	Iteration 20F: 3 clusters Score -7264544 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -7264721.500000 Penalty: 5568.395020
	Iteration 21Q: 3 clusters Score -7264722 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -7264892.500000 Penalty: 5568.395020
	Iteration 22Q: 3 clusters Score -7264892 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -7265075.000000 Penalty: 5568.395020
	Iteration 23Q: 3 clusters Score -7265075 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -7265233.000000 Penalty: 5568.395020
	Iteration 24Q: 3 clusters Score -7265233 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -7265384.000000 Penalty: 5568.395020
	Iteration 25Q: 3 clusters Score -7265384 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -7265545.500000 Penalty: 5568.395020
	Iteration 26Q: 3 clusters Score -7265546 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -7265730.000000 Penalty: 5568.395020
	Iteration 27Q: 3 clusters Score -7265730 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -7265891.000000 Penalty: 5568.395020
	Iteration 28Q: 3 clusters Score -7265891 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -7266032.000000 Penalty: 5568.395020
	Iteration 29Q: 3 clusters Score -7266032 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -7266196.000000 Penalty: 5568.395020
	Iteration 30Q: 3 clusters Score -7266196 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -7266402.500000 Penalty: 5568.395020
	Iteration 31Q: 3 clusters Score -7266402 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -7266559.000000 Penalty: 5568.395020
	Iteration 32Q: 3 clusters Score -7266559 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -7266689.500000 Penalty: 5568.395020
	Iteration 33Q: 3 clusters Score -7266690 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -7266845.000000 Penalty: 5568.395020
	Iteration 34Q: 3 clusters Score -7266845 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -7267007.000000 Penalty: 5568.395020
	Iteration 35Q: 3 clusters Score -7267007 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -7267121.500000 Penalty: 5568.395020
	Iteration 36Q: 3 clusters Score -7267122 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -7267269.000000 Penalty: 5568.395020
	Iteration 37Q: 3 clusters Score -7267269 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -7267331.500000 Penalty: 5568.395020
	Iteration 38Q: 3 clusters Score -7267332 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -7267427.000000 Penalty: 5568.395020
	Iteration 39Q: 3 clusters Score -7267427 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -7267444.500000 Penalty: 5568.395020
	Iteration 40F: 3 clusters Score -7267444 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -7267514.500000 Penalty: 5568.395020
	Iteration 41Q: 3 clusters Score -7267514 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -7267561.500000 Penalty: 5568.395020
	Iteration 42Q: 3 clusters Score -7267562 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -7267595.000000 Penalty: 5568.395020
	Iteration 43Q: 3 clusters Score -7267595 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -7267631.500000 Penalty: 5568.395020
	Iteration 44Q: 3 clusters Score -7267632 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -7267680.500000 Penalty: 5568.395020
	Iteration 45Q: 3 clusters Score -7267680 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -7267706.500000 Penalty: 5568.395020
	Iteration 46Q: 3 clusters Score -7267706 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -7267766.000000 Penalty: 5568.395020
	Iteration 47Q: 3 clusters Score -7267766 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -7267759.500000 Penalty: 5568.395020
	Iteration 48Q: 3 clusters Score -7267760 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -7267776.500000 Penalty: 5568.395020
	Iteration 49Q: 3 clusters Score -7267776 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -7267777.000000 Penalty: 5568.395020
	Iteration 50Q: 3 clusters Score -7267777 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -7267776.500000 Penalty: 5568.395020
	Iteration 51Q: 3 clusters Score -7267776 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -7267810.500000 Penalty: 5568.395020
	Iteration 52Q: 3 clusters Score -7267810 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -7267814.000000 Penalty: 5568.395020
	Iteration 53Q: 3 clusters Score -7267814 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -7267828.500000 Penalty: 5568.395020
	Iteration 54Q: 3 clusters Score -7267828 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -7267843.000000 Penalty: 5568.395020
	Iteration 55Q: 3 clusters Score -7267843 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -7267851.500000 Penalty: 5568.395020
	Iteration 56Q: 3 clusters Score -7267852 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -7267870.500000 Penalty: 5568.395020
	Iteration 57Q: 3 clusters Score -7267870 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -7267890.500000 Penalty: 5568.395020
	Iteration 58Q: 3 clusters Score -7267890 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -7267930.000000 Penalty: 5568.395020
	Iteration 59Q: 3 clusters Score -7267930 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -7267914.000000 Penalty: 5568.395020
	Iteration 60F: 3 clusters Score -7267914 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -7267937.500000 Penalty: 5568.395020
	Iteration 61Q: 3 clusters Score -7267938 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -7267927.000000 Penalty: 5568.395020
	Iteration 62Q: 3 clusters Score -7267927 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -7267946.000000 Penalty: 5568.395020
	Iteration 63Q: 3 clusters Score -7267946 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -7267963.500000 Penalty: 5568.395020
	Iteration 64Q: 3 clusters Score -7267964 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -7267973.000000 Penalty: 5568.395020
	Iteration 65Q: 3 clusters Score -7267973 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -7268005.500000 Penalty: 5568.395020
	Iteration 66Q: 3 clusters Score -7268006 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -7268019.000000 Penalty: 5568.395020
	Iteration 67Q: 3 clusters Score -7268019 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -7268065.000000 Penalty: 5568.395020
	Iteration 68Q: 3 clusters Score -7268065 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -7268068.000000 Penalty: 5568.395020
	Iteration 69Q: 3 clusters Score -7268068 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -7268067.000000 Penalty: 5568.395020
	Iteration 70Q: 3 clusters Score -7268067 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -7268079.500000 Penalty: 5568.395020
	Iteration 71Q: 3 clusters Score -7268080 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -7268108.000000 Penalty: 5568.395020
	Iteration 72Q: 3 clusters Score -7268108 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -7268111.500000 Penalty: 5568.395020
	Iteration 73Q: 3 clusters Score -7268112 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -7268120.500000 Penalty: 5568.395020
	Iteration 74Q: 3 clusters Score -7268120 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -7268147.500000 Penalty: 5568.395020
	Iteration 75Q: 3 clusters Score -7268148 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -7268170.500000 Penalty: 5568.395020
	Iteration 76Q: 3 clusters Score -7268170 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -7268159.500000 Penalty: 5568.395020
	Iteration 77Q: 3 clusters Score -7268160 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -7268187.000000 Penalty: 5568.395020
	Iteration 78Q: 3 clusters Score -7268187 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -7268194.000000 Penalty: 5568.395020
	Iteration 79Q: 3 clusters Score -7268194 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 56116 members 
Entering Unmasked Estep 
Score: -7268228.000000 Penalty: 5568.395020
	Iteration 80F: 3 clusters Score -7268228 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -7268242.500000 Penalty: 5568.395020
	Iteration 81Q: 3 clusters Score -7268242 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -7268286.500000 Penalty: 5568.395020
	Iteration 82Q: 3 clusters Score -7268286 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -7268291.000000 Penalty: 5568.395020
	Iteration 83Q: 3 clusters Score -7268291 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -7268331.500000 Penalty: 5568.395020
	Iteration 84Q: 3 clusters Score -7268332 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -7268376.000000 Penalty: 5568.395020
	Iteration 85Q: 3 clusters Score -7268376 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -7268400.000000 Penalty: 5568.395020
	Iteration 86Q: 3 clusters Score -7268400 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -7268477.000000 Penalty: 5568.395020
	Iteration 87Q: 3 clusters Score -7268477 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -7268524.500000 Penalty: 5568.395020
	Iteration 88Q: 3 clusters Score -7268524 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 59069 members 
Entering Unmasked Estep 
Score: -7268580.000000 Penalty: 5568.395020
	Iteration 89Q: 3 clusters Score -7268580 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 59459 members 
Entering Unmasked Estep 
Score: -7268655.500000 Penalty: 5568.395020
	Iteration 90Q: 3 clusters Score -7268656 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -7268693.000000 Penalty: 5568.395020
	Iteration 91Q: 3 clusters Score -7268693 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -7268784.000000 Penalty: 5568.395020
	Iteration 92Q: 3 clusters Score -7268784 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -7268840.500000 Penalty: 5568.395020
	Iteration 93Q: 3 clusters Score -7268840 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -7268914.000000 Penalty: 5568.395020
	Iteration 94Q: 3 clusters Score -7268914 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 61527 members 
Entering Unmasked Estep 
Score: -7268966.000000 Penalty: 5568.395020
	Iteration 95Q: 3 clusters Score -7268966 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -7269070.000000 Penalty: 5568.395020
	Iteration 96Q: 3 clusters Score -7269070 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -7269177.000000 Penalty: 5568.395020
	Iteration 97Q: 3 clusters Score -7269177 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -7269280.000000 Penalty: 5568.395020
	Iteration 98Q: 3 clusters Score -7269280 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 63495 members 
Entering Unmasked Estep 
Score: -7269419.000000 Penalty: 5568.395020
	Iteration 99Q: 3 clusters Score -7269419 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 64126 members 
Entering Unmasked Estep 
Score: -7269628.000000 Penalty: 5568.395020
	Iteration 100F: 3 clusters Score -7269628 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -7269828.500000 Penalty: 5568.395020
	Iteration 101Q: 3 clusters Score -7269828 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 65496 members 
Entering Unmasked Estep 
Score: -7270033.000000 Penalty: 5568.395020
	Iteration 102Q: 3 clusters Score -7270033 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 66245 members 
Entering Unmasked Estep 
Score: -7270316.000000 Penalty: 5568.395020
	Iteration 103Q: 3 clusters Score -7270316 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -7270663.000000 Penalty: 5568.395020
	Iteration 104Q: 3 clusters Score -7270663 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -7270991.000000 Penalty: 5568.395020
	Iteration 105Q: 3 clusters Score -7270991 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 68725 members 
Entering Unmasked Estep 
Score: -7271381.500000 Penalty: 5568.395020
	Iteration 106Q: 3 clusters Score -7271382 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 69563 members 
Entering Unmasked Estep 
Score: -7271837.000000 Penalty: 5568.395020
	Iteration 107Q: 3 clusters Score -7271837 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
Score: -7272246.500000 Penalty: 5568.395020
	Iteration 108Q: 3 clusters Score -7272246 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
Score: -7272554.000000 Penalty: 5568.395020
	Iteration 109Q: 3 clusters Score -7272554 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 71515 members 
Entering Unmasked Estep 
Score: -7272895.500000 Penalty: 5568.395020
	Iteration 110Q: 3 clusters Score -7272896 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 72021 members 
Entering Unmasked Estep 
Score: -7273162.500000 Penalty: 5568.395020
	Iteration 111Q: 3 clusters Score -7273162 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 72408 members 
Entering Unmasked Estep 
Score: -7273367.500000 Penalty: 5568.395020
	Iteration 112Q: 3 clusters Score -7273368 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 72711 members 
Entering Unmasked Estep 
Score: -7273558.500000 Penalty: 5568.395020
	Iteration 113Q: 3 clusters Score -7273558 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 72956 members 
Entering Unmasked Estep 
Score: -7273692.000000 Penalty: 5568.395020
	Iteration 114Q: 3 clusters Score -7273692 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 73149 members 
Entering Unmasked Estep 
Score: -7273790.500000 Penalty: 5568.395020
	Iteration 115Q: 3 clusters Score -7273790 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -7273864.500000 Penalty: 5568.395020
	Iteration 116Q: 3 clusters Score -7273864 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 73421 members 
Entering Unmasked Estep 
Score: -7273941.500000 Penalty: 5568.395020
	Iteration 117Q: 3 clusters Score -7273942 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 73507 members 
Entering Unmasked Estep 
Score: -7273985.000000 Penalty: 5568.395020
	Iteration 118Q: 3 clusters Score -7273985 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -7274023.500000 Penalty: 5568.395020
	Iteration 119Q: 3 clusters Score -7274024 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -7274065.500000 Penalty: 5568.395020
	Iteration 120F: 3 clusters Score -7274066 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 73680 members 
Entering Unmasked Estep 
Score: -7274105.500000 Penalty: 5568.395020
	Iteration 121Q: 3 clusters Score -7274106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -7274130.500000 Penalty: 5568.395020
	Iteration 122Q: 3 clusters Score -7274130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 73756 members 
Entering Unmasked Estep 
Score: -7274133.000000 Penalty: 5568.395020
	Iteration 123Q: 3 clusters Score -7274133 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -7274179.000000 Penalty: 5568.395020
	Iteration 124Q: 3 clusters Score -7274179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 73824 members 
Entering Unmasked Estep 
Score: -7274196.500000 Penalty: 5568.395020
	Iteration 125Q: 3 clusters Score -7274196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 73851 members 
Entering Unmasked Estep 
Score: -7274220.500000 Penalty: 5568.395020
	Iteration 126Q: 3 clusters Score -7274220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 73875 members 
Entering Unmasked Estep 
Score: -7274234.000000 Penalty: 5568.395020
	Iteration 127Q: 3 clusters Score -7274234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -7274244.500000 Penalty: 5568.395020
	Iteration 128Q: 3 clusters Score -7274244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -7274254.500000 Penalty: 5568.395020
	Iteration 129Q: 3 clusters Score -7274254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 73921 members 
Entering Unmasked Estep 
Score: -7274258.000000 Penalty: 5568.395020
	Iteration 130Q: 3 clusters Score -7274258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 73929 members 
Entering Unmasked Estep 
Score: -7274266.000000 Penalty: 5568.395020
	Iteration 131Q: 3 clusters Score -7274266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 73932 members 
Entering Unmasked Estep 
Score: -7274267.000000 Penalty: 5568.395020
	Iteration 132Q: 3 clusters Score -7274267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -7274272.000000 Penalty: 5568.395020
	Iteration 133Q: 3 clusters Score -7274272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 73938 members 
Entering Unmasked Estep 
Score: -7274277.500000 Penalty: 5568.395020
	Iteration 134Q: 3 clusters Score -7274278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 73941 members 
Entering Unmasked Estep 
Score: -7274277.500000 Penalty: 5568.395020
	Iteration 135Q: 3 clusters Score -7274278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 73945 members 
Entering Unmasked Estep 
Score: -7274278.000000 Penalty: 5568.395020
	Iteration 136Q: 3 clusters Score -7274278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 73947 members 
Entering Unmasked Estep 
Score: -7274279.500000 Penalty: 5568.395020
	Iteration 137Q: 3 clusters Score -7274280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 73951 members 
Entering Unmasked Estep 
Score: -7274279.500000 Penalty: 5568.395020
	Iteration 138Q: 3 clusters Score -7274280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -7274288.000000 Penalty: 5568.395020
	Iteration 139Q: 3 clusters Score -7274288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 73960 members 
Entering Unmasked Estep 
Score: -7274288.500000 Penalty: 5568.395020
	Iteration 140F: 3 clusters Score -7274288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -7274290.500000 Penalty: 5568.395020
	Iteration 141Q: 3 clusters Score -7274290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -7274282.500000 Penalty: 5568.395020
	Iteration 142Q: 3 clusters Score -7274282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -7274279.000000 Penalty: 5568.395020
	Iteration 143Q: 3 clusters Score -7274279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -7274285.000000 Penalty: 5568.395020
	Iteration 144Q: 3 clusters Score -7274285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -7274285.000000 Penalty: 5568.395020
	Iteration 145Q: 3 clusters Score -7274285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 73985 members 
Entering Unmasked Estep 
Score: -7274292.000000 Penalty: 5568.395020
	Iteration 146Q: 3 clusters Score -7274292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 73989 members 
Entering Unmasked Estep 
Score: -7274294.000000 Penalty: 5568.395020
	Iteration 147Q: 3 clusters Score -7274294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 73993 members 
Entering Unmasked Estep 
Score: -7274292.000000 Penalty: 5568.395020
	Iteration 148Q: 3 clusters Score -7274292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 73993 members 
Entering Unmasked Estep 
Score: -7274300.500000 Penalty: 5568.395020
	Iteration 149Q: 3 clusters Score -7274300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 73996 members 
Entering Unmasked Estep 
Score: -7274297.000000 Penalty: 5568.395020
	Iteration 150Q: 3 clusters Score -7274297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 74002 members 
Entering Unmasked Estep 
Score: -7274314.500000 Penalty: 5568.395020
	Iteration 151Q: 3 clusters Score -7274314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 74009 members 
Entering Unmasked Estep 
Score: -7274302.000000 Penalty: 5568.395020
	Iteration 152Q: 3 clusters Score -7274302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 74010 members 
Entering Unmasked Estep 
Score: -7274301.000000 Penalty: 5568.395020
	Iteration 153Q: 3 clusters Score -7274301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 74012 members 
Entering Unmasked Estep 
Score: -7274299.500000 Penalty: 5568.395020
	Iteration 154Q: 3 clusters Score -7274300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
Score: -7274303.000000 Penalty: 5568.395020
	Iteration 155Q: 3 clusters Score -7274303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 74015 members 
Entering Unmasked Estep 
Score: -7274304.500000 Penalty: 5568.395020
	Iteration 156Q: 3 clusters Score -7274304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 74016 members 
Entering Unmasked Estep 
Score: -7274305.500000 Penalty: 5568.395020
	Iteration 157Q: 3 clusters Score -7274306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -7274305.000000 Penalty: 5568.395020
	Iteration 158Q: 3 clusters Score -7274305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -7274305.000000 Penalty: 5568.395020
	Iteration 159F: 3 clusters Score -7274305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Entering Unmasked Estep 
Score: -926270.812500 Penalty: 2277.936279
	Iteration 0F: 2 clusters Score -926270.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -918721.562500 Penalty: 4555.872559
	Iteration 0F: 3 clusters Score -918721.6 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -920955.062500 Penalty: 4555.872559
	Iteration 1F: 3 clusters Score -920955.1 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -921532.375000 Penalty: 4555.872559
	Iteration 2F: 3 clusters Score -921532.4 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -922246.625000 Penalty: 4555.872559
	Iteration 3F: 3 clusters Score -922246.6 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -923091.875000 Penalty: 4555.872559
	Iteration 4F: 3 clusters Score -923091.9 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -923807.562500 Penalty: 4555.872559
	Iteration 5F: 3 clusters Score -923807.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -924295.062500 Penalty: 4555.872559
	Iteration 6F: 3 clusters Score -924295.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -924572.187500 Penalty: 4555.872559
	Iteration 7Q: 3 clusters Score -924572.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -924732.187500 Penalty: 4555.872559
	Iteration 8Q: 3 clusters Score -924732.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -924824.875000 Penalty: 4555.872559
	Iteration 9Q: 3 clusters Score -924824.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -924890.562500 Penalty: 4555.872559
	Iteration 10Q: 3 clusters Score -924890.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -924943.312500 Penalty: 4555.872559
	Iteration 11Q: 3 clusters Score -924943.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -924994.937500 Penalty: 4555.872559
	Iteration 12Q: 3 clusters Score -924994.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -925041.187500 Penalty: 4555.872559
	Iteration 13Q: 3 clusters Score -925041.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -925086.187500 Penalty: 4555.872559
	Iteration 14Q: 3 clusters Score -925086.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -925126.500000 Penalty: 4555.872559
	Iteration 15Q: 3 clusters Score -925126.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -925168.375000 Penalty: 4555.872559
	Iteration 16Q: 3 clusters Score -925168.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -925201.500000 Penalty: 4555.872559
	Iteration 17Q: 3 clusters Score -925201.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -925227.875000 Penalty: 4555.872559
	Iteration 18Q: 3 clusters Score -925227.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -925258.437500 Penalty: 4555.872559
	Iteration 19Q: 3 clusters Score -925258.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -925288.125000 Penalty: 4555.872559
	Iteration 20F: 3 clusters Score -925288.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -925315.875000 Penalty: 4555.872559
	Iteration 21Q: 3 clusters Score -925315.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -925336.750000 Penalty: 4555.872559
	Iteration 22Q: 3 clusters Score -925336.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -925353.437500 Penalty: 4555.872559
	Iteration 23Q: 3 clusters Score -925353.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -925370.937500 Penalty: 4555.872559
	Iteration 24Q: 3 clusters Score -925370.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -925385.375000 Penalty: 4555.872559
	Iteration 25Q: 3 clusters Score -925385.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -925405.500000 Penalty: 4555.872559
	Iteration 26Q: 3 clusters Score -925405.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -925427.500000 Penalty: 4555.872559
	Iteration 27Q: 3 clusters Score -925427.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -925448.875000 Penalty: 4555.872559
	Iteration 28Q: 3 clusters Score -925448.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -925470.562500 Penalty: 4555.872559
	Iteration 29Q: 3 clusters Score -925470.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -925486.125000 Penalty: 4555.872559
	Iteration 30Q: 3 clusters Score -925486.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -925499.062500 Penalty: 4555.872559
	Iteration 31Q: 3 clusters Score -925499.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -925513.500000 Penalty: 4555.872559
	Iteration 32Q: 3 clusters Score -925513.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -925527.687500 Penalty: 4555.872559
	Iteration 33Q: 3 clusters Score -925527.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -925538.750000 Penalty: 4555.872559
	Iteration 34Q: 3 clusters Score -925538.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -925548.437500 Penalty: 4555.872559
	Iteration 35Q: 3 clusters Score -925548.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -925551.812500 Penalty: 4555.872559
	Iteration 36Q: 3 clusters Score -925551.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -925560.750000 Penalty: 4555.872559
	Iteration 37Q: 3 clusters Score -925560.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -925564.937500 Penalty: 4555.872559
	Iteration 38Q: 3 clusters Score -925564.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -925569.062500 Penalty: 4555.872559
	Iteration 39Q: 3 clusters Score -925569.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -925569.000000 Penalty: 4555.872559
	Iteration 40F: 3 clusters Score -925569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -925569.625000 Penalty: 4555.872559
	Iteration 41Q: 3 clusters Score -925569.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -925569.625000 Penalty: 4555.872559
	Iteration 42F: 3 clusters Score -925569.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (228784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228784 members 
Entering Unmasked Estep 
Score: -22516950.000000 Penalty: 3060.452148
	Iteration 0F: 2 clusters Score -2.251695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114097 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -22363340.000000 Penalty: 6120.904297
	Iteration 0F: 3 clusters Score -2.236334e+07 nChanged 110475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110492 members 
Mstep: Class 2 contains 118292 members 
Entering Unmasked Estep 
Score: -22428720.000000 Penalty: 6120.904297
	Iteration 1F: 3 clusters Score -2.242872e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108240 members 
Mstep: Class 2 contains 120544 members 
Entering Unmasked Estep 
Score: -22430308.000000 Penalty: 6120.904297
	Iteration 2Q: 3 clusters Score -2.243031e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104866 members 
Mstep: Class 2 contains 123918 members 
Entering Unmasked Estep 
Score: -22432334.000000 Penalty: 6120.904297
	Iteration 3Q: 3 clusters Score -2.243233e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99784 members 
Mstep: Class 2 contains 129000 members 
Entering Unmasked Estep 
Score: -22435370.000000 Penalty: 6120.904297
	Iteration 4Q: 3 clusters Score -2.243537e+07 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 136451 members 
Entering Unmasked Estep 
Score: -22440050.000000 Penalty: 6120.904297
	Iteration 5Q: 3 clusters Score -2.244005e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81790 members 
Mstep: Class 2 contains 146994 members 
Entering Unmasked Estep 
Score: -22447282.000000 Penalty: 6120.904297
	Iteration 6F: 3 clusters Score -2.244728e+07 nChanged 14470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 160714 members 
Entering Unmasked Estep 
Score: -22457496.000000 Penalty: 6120.904297
	Iteration 7F: 3 clusters Score -2.24575e+07 nChanged 16309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 176737 members 
Entering Unmasked Estep 
Score: -22470512.000000 Penalty: 6120.904297
	Iteration 8F: 3 clusters Score -2.247051e+07 nChanged 16357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 193018 members 
Entering Unmasked Estep 
Score: -22484008.000000 Penalty: 6120.904297
	Iteration 9F: 3 clusters Score -2.248401e+07 nChanged 14045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 207055 members 
Entering Unmasked Estep 
Score: -22496270.000000 Penalty: 6120.904297
	Iteration 10F: 3 clusters Score -2.249627e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 217105 members 
Entering Unmasked Estep 
Score: -22504966.000000 Penalty: 6120.904297
	Iteration 11Q: 3 clusters Score -2.250497e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 223152 members 
Entering Unmasked Estep 
Score: -22509808.000000 Penalty: 6120.904297
	Iteration 12Q: 3 clusters Score -2.250981e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 226101 members 
Entering Unmasked Estep 
Score: -22512218.000000 Penalty: 6120.904297
	Iteration 13Q: 3 clusters Score -2.251222e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 227402 members 
Entering Unmasked Estep 
Score: -22513242.000000 Penalty: 6120.904297
	Iteration 14Q: 3 clusters Score -2.251324e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 227929 members 
Entering Unmasked Estep 
Score: -22513696.000000 Penalty: 6120.904297
	Iteration 15Q: 3 clusters Score -2.25137e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 228168 members 
Entering Unmasked Estep 
Score: -22513966.000000 Penalty: 6120.904297
	Iteration 16Q: 3 clusters Score -2.251397e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 228265 members 
Entering Unmasked Estep 
Score: -22514060.000000 Penalty: 6120.904297
	Iteration 17Q: 3 clusters Score -2.251406e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 228317 members 
Entering Unmasked Estep 
Score: -22514124.000000 Penalty: 6120.904297
	Iteration 18Q: 3 clusters Score -2.251412e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 228351 members 
Entering Unmasked Estep 
Score: -22514166.000000 Penalty: 6120.904297
	Iteration 19Q: 3 clusters Score -2.251417e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 228376 members 
Entering Unmasked Estep 
Score: -22514214.000000 Penalty: 6120.904297
	Iteration 20F: 3 clusters Score -2.251421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 228382 members 
Entering Unmasked Estep 
Score: -22514226.000000 Penalty: 6120.904297
	Iteration 21Q: 3 clusters Score -2.251423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 228390 members 
Entering Unmasked Estep 
Score: -22514240.000000 Penalty: 6120.904297
	Iteration 22Q: 3 clusters Score -2.251424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 228394 members 
Entering Unmasked Estep 
Score: -22514274.000000 Penalty: 6120.904297
	Iteration 23Q: 3 clusters Score -2.251427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 228397 members 
Entering Unmasked Estep 
Score: -22514272.000000 Penalty: 6120.904297
	Iteration 24Q: 3 clusters Score -2.251427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 228399 members 
Entering Unmasked Estep 
Score: -22514272.000000 Penalty: 6120.904297
	Iteration 25Q: 3 clusters Score -2.251427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 228401 members 
Entering Unmasked Estep 
Score: -22514274.000000 Penalty: 6120.904297
	Iteration 26Q: 3 clusters Score -2.251427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 228404 members 
Entering Unmasked Estep 
Score: -22514264.000000 Penalty: 6120.904297
	Iteration 27Q: 3 clusters Score -2.251426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 228407 members 
Entering Unmasked Estep 
Score: -22514268.000000 Penalty: 6120.904297
	Iteration 28Q: 3 clusters Score -2.251427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 228407 members 
Entering Unmasked Estep 
Score: -22514272.000000 Penalty: 6120.904297
	Iteration 29Q: 3 clusters Score -2.251427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 228407 members 
Entering Unmasked Estep 
Score: -22514272.000000 Penalty: 6120.904297
	Iteration 30F: 3 clusters Score -2.251427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Entering Unmasked Estep 
Score: -1279264.250000 Penalty: 2361.530518
	Iteration 0F: 2 clusters Score -1279264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1269274.375000 Penalty: 4723.061035
	Iteration 0F: 3 clusters Score -1269274 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1272538.625000 Penalty: 4723.061035
	Iteration 1F: 3 clusters Score -1272539 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1272925.500000 Penalty: 4723.061035
	Iteration 2F: 3 clusters Score -1272926 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1273203.625000 Penalty: 4723.061035
	Iteration 3F: 3 clusters Score -1273204 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1273434.875000 Penalty: 4723.061035
	Iteration 4Q: 3 clusters Score -1273435 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1273654.000000 Penalty: 4723.061035
	Iteration 5Q: 3 clusters Score -1273654 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1273855.125000 Penalty: 4723.061035
	Iteration 6Q: 3 clusters Score -1273855 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1274104.875000 Penalty: 4723.061035
	Iteration 7Q: 3 clusters Score -1274105 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1274399.250000 Penalty: 4723.061035
	Iteration 8Q: 3 clusters Score -1274399 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1274762.750000 Penalty: 4723.061035
	Iteration 9Q: 3 clusters Score -1274763 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1275220.000000 Penalty: 4723.061035
	Iteration 10Q: 3 clusters Score -1275220 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1275705.375000 Penalty: 4723.061035
	Iteration 11Q: 3 clusters Score -1275705 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1276177.250000 Penalty: 4723.061035
	Iteration 12Q: 3 clusters Score -1276177 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1276529.250000 Penalty: 4723.061035
	Iteration 13Q: 3 clusters Score -1276529 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1276740.625000 Penalty: 4723.061035
	Iteration 14Q: 3 clusters Score -1276741 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1276904.750000 Penalty: 4723.061035
	Iteration 15Q: 3 clusters Score -1276905 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1277033.875000 Penalty: 4723.061035
	Iteration 16Q: 3 clusters Score -1277034 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1277133.125000 Penalty: 4723.061035
	Iteration 17Q: 3 clusters Score -1277133 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1277218.625000 Penalty: 4723.061035
	Iteration 18Q: 3 clusters Score -1277219 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1277276.125000 Penalty: 4723.061035
	Iteration 19Q: 3 clusters Score -1277276 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1277328.500000 Penalty: 4723.061035
	Iteration 20F: 3 clusters Score -1277328 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1277368.000000 Penalty: 4723.061035
	Iteration 21Q: 3 clusters Score -1277368 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1277394.125000 Penalty: 4723.061035
	Iteration 22Q: 3 clusters Score -1277394 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1277406.500000 Penalty: 4723.061035
	Iteration 23Q: 3 clusters Score -1277406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1277420.500000 Penalty: 4723.061035
	Iteration 24Q: 3 clusters Score -1277420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1277432.625000 Penalty: 4723.061035
	Iteration 25Q: 3 clusters Score -1277433 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1277439.625000 Penalty: 4723.061035
	Iteration 26Q: 3 clusters Score -1277440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1277441.000000 Penalty: 4723.061035
	Iteration 27Q: 3 clusters Score -1277441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1277445.875000 Penalty: 4723.061035
	Iteration 28Q: 3 clusters Score -1277446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1277448.875000 Penalty: 4723.061035
	Iteration 29Q: 3 clusters Score -1277449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1277452.125000 Penalty: 4723.061035
	Iteration 30Q: 3 clusters Score -1277452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1277455.250000 Penalty: 4723.061035
	Iteration 31Q: 3 clusters Score -1277455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1277454.875000 Penalty: 4723.061035
	Iteration 32Q: 3 clusters Score -1277455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1277458.500000 Penalty: 4723.061035
	Iteration 33Q: 3 clusters Score -1277458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1277456.625000 Penalty: 4723.061035
	Iteration 34Q: 3 clusters Score -1277457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1277459.000000 Penalty: 4723.061035
	Iteration 35Q: 3 clusters Score -1277459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1277458.500000 Penalty: 4723.061035
	Iteration 36Q: 3 clusters Score -1277458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1277458.875000 Penalty: 4723.061035
	Iteration 37Q: 3 clusters Score -1277459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1277455.250000 Penalty: 4723.061035
	Iteration 38Q: 3 clusters Score -1277455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1277459.125000 Penalty: 4723.061035
	Iteration 39Q: 3 clusters Score -1277459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1277458.375000 Penalty: 4723.061035
	Iteration 40F: 3 clusters Score -1277458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1277457.375000 Penalty: 4723.061035
	Iteration 41Q: 3 clusters Score -1277457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1277459.750000 Penalty: 4723.061035
	Iteration 42Q: 3 clusters Score -1277460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1277457.750000 Penalty: 4723.061035
	Iteration 43Q: 3 clusters Score -1277458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1277460.125000 Penalty: 4723.061035
	Iteration 44Q: 3 clusters Score -1277460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1277460.375000 Penalty: 4723.061035
	Iteration 45Q: 3 clusters Score -1277460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1277465.375000 Penalty: 4723.061035
	Iteration 46Q: 3 clusters Score -1277465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1277466.875000 Penalty: 4723.061035
	Iteration 47Q: 3 clusters Score -1277467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1277466.125000 Penalty: 4723.061035
	Iteration 48Q: 3 clusters Score -1277466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1277472.125000 Penalty: 4723.061035
	Iteration 49Q: 3 clusters Score -1277472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1277473.000000 Penalty: 4723.061035
	Iteration 50Q: 3 clusters Score -1277473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1277471.875000 Penalty: 4723.061035
	Iteration 51Q: 3 clusters Score -1277472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1277474.250000 Penalty: 4723.061035
	Iteration 52Q: 3 clusters Score -1277474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1277474.000000 Penalty: 4723.061035
	Iteration 53Q: 3 clusters Score -1277474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1277478.125000 Penalty: 4723.061035
	Iteration 54Q: 3 clusters Score -1277478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1277480.500000 Penalty: 4723.061035
	Iteration 55Q: 3 clusters Score -1277480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1277482.625000 Penalty: 4723.061035
	Iteration 56Q: 3 clusters Score -1277483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1277482.125000 Penalty: 4723.061035
	Iteration 57Q: 3 clusters Score -1277482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1277480.125000 Penalty: 4723.061035
	Iteration 58Q: 3 clusters Score -1277480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1277485.000000 Penalty: 4723.061035
	Iteration 59Q: 3 clusters Score -1277485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1277486.500000 Penalty: 4723.061035
	Iteration 60F: 3 clusters Score -1277486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1277484.500000 Penalty: 4723.061035
	Iteration 61Q: 3 clusters Score -1277484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1277488.625000 Penalty: 4723.061035
	Iteration 62Q: 3 clusters Score -1277489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1277491.000000 Penalty: 4723.061035
	Iteration 63Q: 3 clusters Score -1277491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1277493.000000 Penalty: 4723.061035
	Iteration 64Q: 3 clusters Score -1277493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1277499.750000 Penalty: 4723.061035
	Iteration 65Q: 3 clusters Score -1277500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1277504.125000 Penalty: 4723.061035
	Iteration 66Q: 3 clusters Score -1277504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1277504.875000 Penalty: 4723.061035
	Iteration 67Q: 3 clusters Score -1277505 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1277515.125000 Penalty: 4723.061035
	Iteration 68Q: 3 clusters Score -1277515 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1277533.625000 Penalty: 4723.061035
	Iteration 69Q: 3 clusters Score -1277534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1277540.125000 Penalty: 4723.061035
	Iteration 70Q: 3 clusters Score -1277540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1277553.000000 Penalty: 4723.061035
	Iteration 71Q: 3 clusters Score -1277553 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1277562.000000 Penalty: 4723.061035
	Iteration 72Q: 3 clusters Score -1277562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1277570.125000 Penalty: 4723.061035
	Iteration 73Q: 3 clusters Score -1277570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1277586.125000 Penalty: 4723.061035
	Iteration 74Q: 3 clusters Score -1277586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1277597.625000 Penalty: 4723.061035
	Iteration 75Q: 3 clusters Score -1277598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1277615.875000 Penalty: 4723.061035
	Iteration 76Q: 3 clusters Score -1277616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1277632.625000 Penalty: 4723.061035
	Iteration 77Q: 3 clusters Score -1277633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1277641.250000 Penalty: 4723.061035
	Iteration 78Q: 3 clusters Score -1277641 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1277661.750000 Penalty: 4723.061035
	Iteration 79Q: 3 clusters Score -1277662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1277668.875000 Penalty: 4723.061035
	Iteration 80F: 3 clusters Score -1277669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1277675.750000 Penalty: 4723.061035
	Iteration 81Q: 3 clusters Score -1277676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1277686.875000 Penalty: 4723.061035
	Iteration 82Q: 3 clusters Score -1277687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1277700.125000 Penalty: 4723.061035
	Iteration 83Q: 3 clusters Score -1277700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1277714.000000 Penalty: 4723.061035
	Iteration 84Q: 3 clusters Score -1277714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1277727.875000 Penalty: 4723.061035
	Iteration 85Q: 3 clusters Score -1277728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1277735.750000 Penalty: 4723.061035
	Iteration 86Q: 3 clusters Score -1277736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1277755.375000 Penalty: 4723.061035
	Iteration 87Q: 3 clusters Score -1277755 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1277769.500000 Penalty: 4723.061035
	Iteration 88Q: 3 clusters Score -1277770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1277781.750000 Penalty: 4723.061035
	Iteration 89Q: 3 clusters Score -1277782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1277787.250000 Penalty: 4723.061035
	Iteration 90Q: 3 clusters Score -1277787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1277788.000000 Penalty: 4723.061035
	Iteration 91Q: 3 clusters Score -1277788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1277797.875000 Penalty: 4723.061035
	Iteration 92Q: 3 clusters Score -1277798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1277800.375000 Penalty: 4723.061035
	Iteration 93Q: 3 clusters Score -1277800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1277805.875000 Penalty: 4723.061035
	Iteration 94Q: 3 clusters Score -1277806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1277805.875000 Penalty: 4723.061035
	Iteration 95Q: 3 clusters Score -1277806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1277806.875000 Penalty: 4723.061035
	Iteration 96Q: 3 clusters Score -1277807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1277808.375000 Penalty: 4723.061035
	Iteration 97Q: 3 clusters Score -1277808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1277809.750000 Penalty: 4723.061035
	Iteration 98Q: 3 clusters Score -1277810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1277808.625000 Penalty: 4723.061035
	Iteration 99Q: 3 clusters Score -1277809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1277807.750000 Penalty: 4723.061035
	Iteration 100F: 3 clusters Score -1277808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (221083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221083 members 
Entering Unmasked Estep 
Score: -21633284.000000 Penalty: 3051.960693
	Iteration 0F: 2 clusters Score -2.163328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110465 members 
Mstep: Class 2 contains 110618 members 
Entering Unmasked Estep 
Score: -21487774.000000 Penalty: 6103.921387
	Iteration 0F: 3 clusters Score -2.148777e+07 nChanged 106431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111070 members 
Mstep: Class 2 contains 110013 members 
Entering Unmasked Estep 
Score: -21550086.000000 Penalty: 6103.921387
	Iteration 1F: 3 clusters Score -2.155009e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111161 members 
Mstep: Class 2 contains 109922 members 
Entering Unmasked Estep 
Score: -21550826.000000 Penalty: 6103.921387
	Iteration 2Q: 3 clusters Score -2.155083e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111136 members 
Mstep: Class 2 contains 109947 members 
Entering Unmasked Estep 
Score: -21551868.000000 Penalty: 6103.921387
	Iteration 3Q: 3 clusters Score -2.155187e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110996 members 
Mstep: Class 2 contains 110087 members 
Entering Unmasked Estep 
Score: -21552886.000000 Penalty: 6103.921387
	Iteration 4Q: 3 clusters Score -2.155289e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110844 members 
Mstep: Class 2 contains 110239 members 
Entering Unmasked Estep 
Score: -21553762.000000 Penalty: 6103.921387
	Iteration 5Q: 3 clusters Score -2.155376e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110646 members 
Mstep: Class 2 contains 110437 members 
Entering Unmasked Estep 
Score: -21554878.000000 Penalty: 6103.921387
	Iteration 6Q: 3 clusters Score -2.155488e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110289 members 
Mstep: Class 2 contains 110794 members 
Entering Unmasked Estep 
Score: -21556108.000000 Penalty: 6103.921387
	Iteration 7Q: 3 clusters Score -2.155611e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109594 members 
Mstep: Class 2 contains 111489 members 
Entering Unmasked Estep 
Score: -21557546.000000 Penalty: 6103.921387
	Iteration 8Q: 3 clusters Score -2.155755e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108620 members 
Mstep: Class 2 contains 112463 members 
Entering Unmasked Estep 
Score: -21559232.000000 Penalty: 6103.921387
	Iteration 9Q: 3 clusters Score -2.155923e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107140 members 
Mstep: Class 2 contains 113943 members 
Entering Unmasked Estep 
Score: -21561470.000000 Penalty: 6103.921387
	Iteration 10Q: 3 clusters Score -2.156147e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105109 members 
Mstep: Class 2 contains 115974 members 
Entering Unmasked Estep 
Score: -21565078.000000 Penalty: 6103.921387
	Iteration 11Q: 3 clusters Score -2.156508e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102633 members 
Mstep: Class 2 contains 118450 members 
Entering Unmasked Estep 
Score: -21569746.000000 Penalty: 6103.921387
	Iteration 12Q: 3 clusters Score -2.156975e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100183 members 
Mstep: Class 2 contains 120900 members 
Entering Unmasked Estep 
Score: -21575958.000000 Penalty: 6103.921387
	Iteration 13Q: 3 clusters Score -2.157596e+07 nChanged 11390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98055 members 
Mstep: Class 2 contains 123028 members 
Entering Unmasked Estep 
Score: -21583034.000000 Penalty: 6103.921387
	Iteration 14F: 3 clusters Score -2.158303e+07 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96321 members 
Mstep: Class 2 contains 124762 members 
Entering Unmasked Estep 
Score: -21588910.000000 Penalty: 6103.921387
	Iteration 15Q: 3 clusters Score -2.158891e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94702 members 
Mstep: Class 2 contains 126381 members 
Entering Unmasked Estep 
Score: -21591730.000000 Penalty: 6103.921387
	Iteration 16Q: 3 clusters Score -2.159173e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92985 members 
Mstep: Class 2 contains 128098 members 
Entering Unmasked Estep 
Score: -21592858.000000 Penalty: 6103.921387
	Iteration 17Q: 3 clusters Score -2.159286e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91071 members 
Mstep: Class 2 contains 130012 members 
Entering Unmasked Estep 
Score: -21593290.000000 Penalty: 6103.921387
	Iteration 18Q: 3 clusters Score -2.159329e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89014 members 
Mstep: Class 2 contains 132069 members 
Entering Unmasked Estep 
Score: -21593716.000000 Penalty: 6103.921387
	Iteration 19Q: 3 clusters Score -2.159372e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86764 members 
Mstep: Class 2 contains 134319 members 
Entering Unmasked Estep 
Score: -21594044.000000 Penalty: 6103.921387
	Iteration 20F: 3 clusters Score -2.159404e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84282 members 
Mstep: Class 2 contains 136801 members 
Entering Unmasked Estep 
Score: -21594412.000000 Penalty: 6103.921387
	Iteration 21Q: 3 clusters Score -2.159441e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 139451 members 
Entering Unmasked Estep 
Score: -21594890.000000 Penalty: 6103.921387
	Iteration 22Q: 3 clusters Score -2.159489e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78803 members 
Mstep: Class 2 contains 142280 members 
Entering Unmasked Estep 
Score: -21595508.000000 Penalty: 6103.921387
	Iteration 23Q: 3 clusters Score -2.159551e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 145295 members 
Entering Unmasked Estep 
Score: -21596236.000000 Penalty: 6103.921387
	Iteration 24Q: 3 clusters Score -2.159624e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72453 members 
Mstep: Class 2 contains 148630 members 
Entering Unmasked Estep 
Score: -21597100.000000 Penalty: 6103.921387
	Iteration 25Q: 3 clusters Score -2.15971e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68853 members 
Mstep: Class 2 contains 152230 members 
Entering Unmasked Estep 
Score: -21597856.000000 Penalty: 6103.921387
	Iteration 26Q: 3 clusters Score -2.159786e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 156033 members 
Entering Unmasked Estep 
Score: -21598984.000000 Penalty: 6103.921387
	Iteration 27Q: 3 clusters Score -2.159898e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 160070 members 
Entering Unmasked Estep 
Score: -21600094.000000 Penalty: 6103.921387
	Iteration 28Q: 3 clusters Score -2.160009e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 164308 members 
Entering Unmasked Estep 
Score: -21601538.000000 Penalty: 6103.921387
	Iteration 29Q: 3 clusters Score -2.160154e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52277 members 
Mstep: Class 2 contains 168806 members 
Entering Unmasked Estep 
Score: -21602938.000000 Penalty: 6103.921387
	Iteration 30Q: 3 clusters Score -2.160294e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 173570 members 
Entering Unmasked Estep 
Score: -21604556.000000 Penalty: 6103.921387
	Iteration 31Q: 3 clusters Score -2.160456e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 178365 members 
Entering Unmasked Estep 
Score: -21606364.000000 Penalty: 6103.921387
	Iteration 32Q: 3 clusters Score -2.160636e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 183300 members 
Entering Unmasked Estep 
Score: -21608218.000000 Penalty: 6103.921387
	Iteration 33Q: 3 clusters Score -2.160822e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 188227 members 
Entering Unmasked Estep 
Score: -21610314.000000 Penalty: 6103.921387
	Iteration 34Q: 3 clusters Score -2.161031e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 192953 members 
Entering Unmasked Estep 
Score: -21612474.000000 Penalty: 6103.921387
	Iteration 35Q: 3 clusters Score -2.161247e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 197570 members 
Entering Unmasked Estep 
Score: -21614784.000000 Penalty: 6103.921387
	Iteration 36Q: 3 clusters Score -2.161478e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 202013 members 
Entering Unmasked Estep 
Score: -21617322.000000 Penalty: 6103.921387
	Iteration 37Q: 3 clusters Score -2.161732e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 206109 members 
Entering Unmasked Estep 
Score: -21619740.000000 Penalty: 6103.921387
	Iteration 38Q: 3 clusters Score -2.161974e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 209641 members 
Entering Unmasked Estep 
Score: -21621982.000000 Penalty: 6103.921387
	Iteration 39Q: 3 clusters Score -2.162198e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 212559 members 
Entering Unmasked Estep 
Score: -21624112.000000 Penalty: 6103.921387
	Iteration 40F: 3 clusters Score -2.162411e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 215117 members 
Entering Unmasked Estep 
Score: -21626064.000000 Penalty: 6103.921387
	Iteration 41Q: 3 clusters Score -2.162606e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 217017 members 
Entering Unmasked Estep 
Score: -21627490.000000 Penalty: 6103.921387
	Iteration 42Q: 3 clusters Score -2.162749e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 218450 members 
Entering Unmasked Estep 
Score: -21628584.000000 Penalty: 6103.921387
	Iteration 43Q: 3 clusters Score -2.162858e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 219396 members 
Entering Unmasked Estep 
Score: -21629342.000000 Penalty: 6103.921387
	Iteration 44Q: 3 clusters Score -2.162934e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 219967 members 
Entering Unmasked Estep 
Score: -21629766.000000 Penalty: 6103.921387
	Iteration 45Q: 3 clusters Score -2.162977e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 220284 members 
Entering Unmasked Estep 
Score: -21630108.000000 Penalty: 6103.921387
	Iteration 46Q: 3 clusters Score -2.163011e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 220460 members 
Entering Unmasked Estep 
Score: -21630228.000000 Penalty: 6103.921387
	Iteration 47Q: 3 clusters Score -2.163023e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 220552 members 
Entering Unmasked Estep 
Score: -21630320.000000 Penalty: 6103.921387
	Iteration 48Q: 3 clusters Score -2.163032e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 220607 members 
Entering Unmasked Estep 
Score: -21630428.000000 Penalty: 6103.921387
	Iteration 49Q: 3 clusters Score -2.163043e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 220642 members 
Entering Unmasked Estep 
Score: -21630454.000000 Penalty: 6103.921387
	Iteration 50Q: 3 clusters Score -2.163045e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 220669 members 
Entering Unmasked Estep 
Score: -21630512.000000 Penalty: 6103.921387
	Iteration 51Q: 3 clusters Score -2.163051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 220677 members 
Entering Unmasked Estep 
Score: -21630512.000000 Penalty: 6103.921387
	Iteration 52Q: 3 clusters Score -2.163051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 220690 members 
Entering Unmasked Estep 
Score: -21630522.000000 Penalty: 6103.921387
	Iteration 53Q: 3 clusters Score -2.163052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 220699 members 
Entering Unmasked Estep 
Score: -21630524.000000 Penalty: 6103.921387
	Iteration 54Q: 3 clusters Score -2.163052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 220706 members 
Entering Unmasked Estep 
Score: -21630530.000000 Penalty: 6103.921387
	Iteration 55Q: 3 clusters Score -2.163053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 220709 members 
Entering Unmasked Estep 
Score: -21630540.000000 Penalty: 6103.921387
	Iteration 56Q: 3 clusters Score -2.163054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 220715 members 
Entering Unmasked Estep 
Score: -21630548.000000 Penalty: 6103.921387
	Iteration 57Q: 3 clusters Score -2.163055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 220723 members 
Entering Unmasked Estep 
Score: -21630566.000000 Penalty: 6103.921387
	Iteration 58Q: 3 clusters Score -2.163057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 220727 members 
Entering Unmasked Estep 
Score: -21630570.000000 Penalty: 6103.921387
	Iteration 59Q: 3 clusters Score -2.163057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 220732 members 
Entering Unmasked Estep 
Score: -21630564.000000 Penalty: 6103.921387
	Iteration 60F: 3 clusters Score -2.163056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 220734 members 
Entering Unmasked Estep 
Score: -21630564.000000 Penalty: 6103.921387
	Iteration 61Q: 3 clusters Score -2.163056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 220735 members 
Entering Unmasked Estep 
Score: -21630572.000000 Penalty: 6103.921387
	Iteration 62Q: 3 clusters Score -2.163057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 220736 members 
Entering Unmasked Estep 
Score: -21630580.000000 Penalty: 6103.921387
	Iteration 63Q: 3 clusters Score -2.163058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 220737 members 
Entering Unmasked Estep 
Score: -21630576.000000 Penalty: 6103.921387
	Iteration 64Q: 3 clusters Score -2.163058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 220736 members 
Entering Unmasked Estep 
Score: -21630578.000000 Penalty: 6103.921387
	Iteration 65Q: 3 clusters Score -2.163058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 220736 members 
Entering Unmasked Estep 
Score: -21630578.000000 Penalty: 6103.921387
	Iteration 66F: 3 clusters Score -2.163058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Entering Unmasked Estep 
Score: -551589.750000 Penalty: 2154.443604
	Iteration 0F: 2 clusters Score -551589.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -546481.250000 Penalty: 4308.887207
	Iteration 0F: 3 clusters Score -546481.2 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -547789.187500 Penalty: 4308.887207
	Iteration 1F: 3 clusters Score -547789.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -548027.312500 Penalty: 4308.887207
	Iteration 2F: 3 clusters Score -548027.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -548173.500000 Penalty: 4308.887207
	Iteration 3F: 3 clusters Score -548173.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -548272.000000 Penalty: 4308.887207
	Iteration 4Q: 3 clusters Score -548272 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -548344.562500 Penalty: 4308.887207
	Iteration 5Q: 3 clusters Score -548344.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -548391.125000 Penalty: 4308.887207
	Iteration 6Q: 3 clusters Score -548391.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -548430.125000 Penalty: 4308.887207
	Iteration 7Q: 3 clusters Score -548430.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -548473.187500 Penalty: 4308.887207
	Iteration 8Q: 3 clusters Score -548473.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -548519.187500 Penalty: 4308.887207
	Iteration 9Q: 3 clusters Score -548519.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -548570.937500 Penalty: 4308.887207
	Iteration 10Q: 3 clusters Score -548570.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -548632.750000 Penalty: 4308.887207
	Iteration 11Q: 3 clusters Score -548632.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -548684.500000 Penalty: 4308.887207
	Iteration 12Q: 3 clusters Score -548684.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -548734.437500 Penalty: 4308.887207
	Iteration 13Q: 3 clusters Score -548734.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -548786.562500 Penalty: 4308.887207
	Iteration 14Q: 3 clusters Score -548786.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -548847.750000 Penalty: 4308.887207
	Iteration 15Q: 3 clusters Score -548847.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -548894.375000 Penalty: 4308.887207
	Iteration 16Q: 3 clusters Score -548894.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -548934.750000 Penalty: 4308.887207
	Iteration 17Q: 3 clusters Score -548934.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -548980.187500 Penalty: 4308.887207
	Iteration 18Q: 3 clusters Score -548980.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -549028.812500 Penalty: 4308.887207
	Iteration 19Q: 3 clusters Score -549028.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -549073.562500 Penalty: 4308.887207
	Iteration 20F: 3 clusters Score -549073.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -549115.625000 Penalty: 4308.887207
	Iteration 21Q: 3 clusters Score -549115.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -549170.062500 Penalty: 4308.887207
	Iteration 22Q: 3 clusters Score -549170.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -549227.562500 Penalty: 4308.887207
	Iteration 23Q: 3 clusters Score -549227.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -549276.375000 Penalty: 4308.887207
	Iteration 24Q: 3 clusters Score -549276.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -549318.875000 Penalty: 4308.887207
	Iteration 25Q: 3 clusters Score -549318.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -549354.437500 Penalty: 4308.887207
	Iteration 26Q: 3 clusters Score -549354.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -549390.812500 Penalty: 4308.887207
	Iteration 27Q: 3 clusters Score -549390.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -549426.625000 Penalty: 4308.887207
	Iteration 28Q: 3 clusters Score -549426.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -549455.312500 Penalty: 4308.887207
	Iteration 29Q: 3 clusters Score -549455.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -549482.062500 Penalty: 4308.887207
	Iteration 30Q: 3 clusters Score -549482.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -549505.250000 Penalty: 4308.887207
	Iteration 31Q: 3 clusters Score -549505.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -549520.562500 Penalty: 4308.887207
	Iteration 32Q: 3 clusters Score -549520.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -549541.312500 Penalty: 4308.887207
	Iteration 33Q: 3 clusters Score -549541.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -549563.187500 Penalty: 4308.887207
	Iteration 34Q: 3 clusters Score -549563.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -549582.250000 Penalty: 4308.887207
	Iteration 35Q: 3 clusters Score -549582.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -549597.750000 Penalty: 4308.887207
	Iteration 36Q: 3 clusters Score -549597.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -549612.687500 Penalty: 4308.887207
	Iteration 37Q: 3 clusters Score -549612.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -549630.875000 Penalty: 4308.887207
	Iteration 38Q: 3 clusters Score -549630.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -549647.687500 Penalty: 4308.887207
	Iteration 39Q: 3 clusters Score -549647.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -549660.937500 Penalty: 4308.887207
	Iteration 40F: 3 clusters Score -549660.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -549668.000000 Penalty: 4308.887207
	Iteration 41Q: 3 clusters Score -549668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -549671.687500 Penalty: 4308.887207
	Iteration 42Q: 3 clusters Score -549671.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -549674.250000 Penalty: 4308.887207
	Iteration 43Q: 3 clusters Score -549674.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -549675.187500 Penalty: 4308.887207
	Iteration 44Q: 3 clusters Score -549675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -549678.750000 Penalty: 4308.887207
	Iteration 45Q: 3 clusters Score -549678.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -549681.750000 Penalty: 4308.887207
	Iteration 46Q: 3 clusters Score -549681.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -549684.062500 Penalty: 4308.887207
	Iteration 47Q: 3 clusters Score -549684.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -549686.125000 Penalty: 4308.887207
	Iteration 48Q: 3 clusters Score -549686.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -549694.875000 Penalty: 4308.887207
	Iteration 49Q: 3 clusters Score -549694.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -549707.062500 Penalty: 4308.887207
	Iteration 50Q: 3 clusters Score -549707.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -549721.062500 Penalty: 4308.887207
	Iteration 51Q: 3 clusters Score -549721.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -549725.937500 Penalty: 4308.887207
	Iteration 52Q: 3 clusters Score -549725.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -549729.812500 Penalty: 4308.887207
	Iteration 53Q: 3 clusters Score -549729.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -549733.437500 Penalty: 4308.887207
	Iteration 54Q: 3 clusters Score -549733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -549735.312500 Penalty: 4308.887207
	Iteration 55Q: 3 clusters Score -549735.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -549736.062500 Penalty: 4308.887207
	Iteration 56Q: 3 clusters Score -549736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -549736.062500 Penalty: 4308.887207
	Iteration 57F: 3 clusters Score -549736.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Entering Unmasked Estep 
Score: -979491.250000 Penalty: 2290.843994
	Iteration 0F: 2 clusters Score -979491.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -971611.000000 Penalty: 4581.687988
	Iteration 0F: 3 clusters Score -971611 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -973874.875000 Penalty: 4581.687988
	Iteration 1F: 3 clusters Score -973874.9 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -974233.687500 Penalty: 4581.687988
	Iteration 2F: 3 clusters Score -974233.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -974461.875000 Penalty: 4581.687988
	Iteration 3F: 3 clusters Score -974461.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -974607.562500 Penalty: 4581.687988
	Iteration 4Q: 3 clusters Score -974607.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -974729.625000 Penalty: 4581.687988
	Iteration 5Q: 3 clusters Score -974729.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -974851.500000 Penalty: 4581.687988
	Iteration 6Q: 3 clusters Score -974851.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -974973.562500 Penalty: 4581.687988
	Iteration 7Q: 3 clusters Score -974973.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -975077.000000 Penalty: 4581.687988
	Iteration 8Q: 3 clusters Score -975077 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -975188.625000 Penalty: 4581.687988
	Iteration 9Q: 3 clusters Score -975188.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -975285.187500 Penalty: 4581.687988
	Iteration 10Q: 3 clusters Score -975285.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -975406.687500 Penalty: 4581.687988
	Iteration 11Q: 3 clusters Score -975406.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -975555.062500 Penalty: 4581.687988
	Iteration 12Q: 3 clusters Score -975555.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -975728.312500 Penalty: 4581.687988
	Iteration 13Q: 3 clusters Score -975728.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -975937.812500 Penalty: 4581.687988
	Iteration 14Q: 3 clusters Score -975937.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -976177.750000 Penalty: 4581.687988
	Iteration 15Q: 3 clusters Score -976177.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -976437.250000 Penalty: 4581.687988
	Iteration 16Q: 3 clusters Score -976437.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -976642.375000 Penalty: 4581.687988
	Iteration 17Q: 3 clusters Score -976642.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -976784.937500 Penalty: 4581.687988
	Iteration 18Q: 3 clusters Score -976784.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -976887.437500 Penalty: 4581.687988
	Iteration 19Q: 3 clusters Score -976887.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -976960.437500 Penalty: 4581.687988
	Iteration 20F: 3 clusters Score -976960.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -977009.250000 Penalty: 4581.687988
	Iteration 21Q: 3 clusters Score -977009.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -977039.562500 Penalty: 4581.687988
	Iteration 22Q: 3 clusters Score -977039.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -977066.812500 Penalty: 4581.687988
	Iteration 23Q: 3 clusters Score -977066.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -977091.937500 Penalty: 4581.687988
	Iteration 24Q: 3 clusters Score -977091.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -977112.187500 Penalty: 4581.687988
	Iteration 25Q: 3 clusters Score -977112.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -977130.750000 Penalty: 4581.687988
	Iteration 26Q: 3 clusters Score -977130.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -977150.500000 Penalty: 4581.687988
	Iteration 27Q: 3 clusters Score -977150.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -977161.312500 Penalty: 4581.687988
	Iteration 28Q: 3 clusters Score -977161.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -977172.187500 Penalty: 4581.687988
	Iteration 29Q: 3 clusters Score -977172.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -977181.062500 Penalty: 4581.687988
	Iteration 30Q: 3 clusters Score -977181.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -977190.000000 Penalty: 4581.687988
	Iteration 31Q: 3 clusters Score -977190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -977201.687500 Penalty: 4581.687988
	Iteration 32Q: 3 clusters Score -977201.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -977207.937500 Penalty: 4581.687988
	Iteration 33Q: 3 clusters Score -977207.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -977215.500000 Penalty: 4581.687988
	Iteration 34Q: 3 clusters Score -977215.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -977216.812500 Penalty: 4581.687988
	Iteration 35Q: 3 clusters Score -977216.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -977223.750000 Penalty: 4581.687988
	Iteration 36Q: 3 clusters Score -977223.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -977224.562500 Penalty: 4581.687988
	Iteration 37Q: 3 clusters Score -977224.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -977224.562500 Penalty: 4581.687988
	Iteration 38Q: 3 clusters Score -977224.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -977226.062500 Penalty: 4581.687988
	Iteration 39Q: 3 clusters Score -977226.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -977227.187500 Penalty: 4581.687988
	Iteration 40F: 3 clusters Score -977227.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -977229.500000 Penalty: 4581.687988
	Iteration 41Q: 3 clusters Score -977229.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -977230.937500 Penalty: 4581.687988
	Iteration 42Q: 3 clusters Score -977230.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -977232.062500 Penalty: 4581.687988
	Iteration 43Q: 3 clusters Score -977232.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -977234.625000 Penalty: 4581.687988
	Iteration 44Q: 3 clusters Score -977234.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -977233.437500 Penalty: 4581.687988
	Iteration 45Q: 3 clusters Score -977233.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -977235.625000 Penalty: 4581.687988
	Iteration 46Q: 3 clusters Score -977235.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -977238.312500 Penalty: 4581.687988
	Iteration 47Q: 3 clusters Score -977238.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -977242.875000 Penalty: 4581.687988
	Iteration 48Q: 3 clusters Score -977242.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -977243.375000 Penalty: 4581.687988
	Iteration 49Q: 3 clusters Score -977243.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -977243.687500 Penalty: 4581.687988
	Iteration 50Q: 3 clusters Score -977243.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -977242.875000 Penalty: 4581.687988
	Iteration 51Q: 3 clusters Score -977242.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -977244.875000 Penalty: 4581.687988
	Iteration 52Q: 3 clusters Score -977244.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -977244.500000 Penalty: 4581.687988
	Iteration 53Q: 3 clusters Score -977244.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -977246.687500 Penalty: 4581.687988
	Iteration 54Q: 3 clusters Score -977246.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -977248.687500 Penalty: 4581.687988
	Iteration 55Q: 3 clusters Score -977248.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -977247.750000 Penalty: 4581.687988
	Iteration 56Q: 3 clusters Score -977247.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -977248.312500 Penalty: 4581.687988
	Iteration 57Q: 3 clusters Score -977248.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -977248.625000 Penalty: 4581.687988
	Iteration 58Q: 3 clusters Score -977248.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -977248.312500 Penalty: 4581.687988
	Iteration 59Q: 3 clusters Score -977248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -977247.562500 Penalty: 4581.687988
	Iteration 60F: 3 clusters Score -977247.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Entering Unmasked Estep 
Score: -767770.687500 Penalty: 2232.150391
	Iteration 0F: 2 clusters Score -767770.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -761308.125000 Penalty: 4464.300781
	Iteration 0F: 3 clusters Score -761308.1 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -763059.562500 Penalty: 4464.300781
	Iteration 1F: 3 clusters Score -763059.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -763386.375000 Penalty: 4464.300781
	Iteration 2F: 3 clusters Score -763386.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -763643.937500 Penalty: 4464.300781
	Iteration 3F: 3 clusters Score -763643.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -763851.437500 Penalty: 4464.300781
	Iteration 4Q: 3 clusters Score -763851.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -764036.437500 Penalty: 4464.300781
	Iteration 5Q: 3 clusters Score -764036.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -764185.250000 Penalty: 4464.300781
	Iteration 6Q: 3 clusters Score -764185.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -764349.562500 Penalty: 4464.300781
	Iteration 7Q: 3 clusters Score -764349.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -764573.125000 Penalty: 4464.300781
	Iteration 8Q: 3 clusters Score -764573.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -764834.375000 Penalty: 4464.300781
	Iteration 9Q: 3 clusters Score -764834.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -765081.750000 Penalty: 4464.300781
	Iteration 10Q: 3 clusters Score -765081.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -765311.562500 Penalty: 4464.300781
	Iteration 11Q: 3 clusters Score -765311.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -765499.250000 Penalty: 4464.300781
	Iteration 12Q: 3 clusters Score -765499.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -765632.937500 Penalty: 4464.300781
	Iteration 13Q: 3 clusters Score -765632.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -765726.437500 Penalty: 4464.300781
	Iteration 14Q: 3 clusters Score -765726.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -765782.937500 Penalty: 4464.300781
	Iteration 15Q: 3 clusters Score -765782.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -765814.375000 Penalty: 4464.300781
	Iteration 16Q: 3 clusters Score -765814.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -765842.625000 Penalty: 4464.300781
	Iteration 17Q: 3 clusters Score -765842.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -765866.437500 Penalty: 4464.300781
	Iteration 18Q: 3 clusters Score -765866.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -765884.437500 Penalty: 4464.300781
	Iteration 19Q: 3 clusters Score -765884.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -765903.687500 Penalty: 4464.300781
	Iteration 20F: 3 clusters Score -765903.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -765916.625000 Penalty: 4464.300781
	Iteration 21Q: 3 clusters Score -765916.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -765934.562500 Penalty: 4464.300781
	Iteration 22Q: 3 clusters Score -765934.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -765954.812500 Penalty: 4464.300781
	Iteration 23Q: 3 clusters Score -765954.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -765970.687500 Penalty: 4464.300781
	Iteration 24Q: 3 clusters Score -765970.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -765991.000000 Penalty: 4464.300781
	Iteration 25Q: 3 clusters Score -765991 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -766010.812500 Penalty: 4464.300781
	Iteration 26Q: 3 clusters Score -766010.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -766029.937500 Penalty: 4464.300781
	Iteration 27Q: 3 clusters Score -766029.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -766050.625000 Penalty: 4464.300781
	Iteration 28Q: 3 clusters Score -766050.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -766077.937500 Penalty: 4464.300781
	Iteration 29Q: 3 clusters Score -766077.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -766104.687500 Penalty: 4464.300781
	Iteration 30Q: 3 clusters Score -766104.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -766119.125000 Penalty: 4464.300781
	Iteration 31Q: 3 clusters Score -766119.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -766133.687500 Penalty: 4464.300781
	Iteration 32Q: 3 clusters Score -766133.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -766149.437500 Penalty: 4464.300781
	Iteration 33Q: 3 clusters Score -766149.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -766170.750000 Penalty: 4464.300781
	Iteration 34Q: 3 clusters Score -766170.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -766180.062500 Penalty: 4464.300781
	Iteration 35Q: 3 clusters Score -766180.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -766186.937500 Penalty: 4464.300781
	Iteration 36Q: 3 clusters Score -766186.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -766192.312500 Penalty: 4464.300781
	Iteration 37Q: 3 clusters Score -766192.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -766197.562500 Penalty: 4464.300781
	Iteration 38Q: 3 clusters Score -766197.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -766203.875000 Penalty: 4464.300781
	Iteration 39Q: 3 clusters Score -766203.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -766208.750000 Penalty: 4464.300781
	Iteration 40F: 3 clusters Score -766208.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -766211.562500 Penalty: 4464.300781
	Iteration 41Q: 3 clusters Score -766211.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -766214.562500 Penalty: 4464.300781
	Iteration 42Q: 3 clusters Score -766214.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -766213.750000 Penalty: 4464.300781
	Iteration 43Q: 3 clusters Score -766213.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -766218.937500 Penalty: 4464.300781
	Iteration 44Q: 3 clusters Score -766218.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -766220.312500 Penalty: 4464.300781
	Iteration 45Q: 3 clusters Score -766220.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -766223.500000 Penalty: 4464.300781
	Iteration 46Q: 3 clusters Score -766223.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -766225.687500 Penalty: 4464.300781
	Iteration 47Q: 3 clusters Score -766225.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -766225.125000 Penalty: 4464.300781
	Iteration 48Q: 3 clusters Score -766225.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -766225.250000 Penalty: 4464.300781
	Iteration 49Q: 3 clusters Score -766225.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -766229.500000 Penalty: 4464.300781
	Iteration 50Q: 3 clusters Score -766229.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -766230.687500 Penalty: 4464.300781
	Iteration 51Q: 3 clusters Score -766230.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -766233.375000 Penalty: 4464.300781
	Iteration 52Q: 3 clusters Score -766233.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -766235.250000 Penalty: 4464.300781
	Iteration 53Q: 3 clusters Score -766235.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -766237.437500 Penalty: 4464.300781
	Iteration 54Q: 3 clusters Score -766237.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -766239.187500 Penalty: 4464.300781
	Iteration 55Q: 3 clusters Score -766239.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -766243.750000 Penalty: 4464.300781
	Iteration 56Q: 3 clusters Score -766243.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -766244.062500 Penalty: 4464.300781
	Iteration 57Q: 3 clusters Score -766244.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -766246.062500 Penalty: 4464.300781
	Iteration 58Q: 3 clusters Score -766246.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -766247.812500 Penalty: 4464.300781
	Iteration 59Q: 3 clusters Score -766247.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -766250.625000 Penalty: 4464.300781
	Iteration 60F: 3 clusters Score -766250.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -766252.125000 Penalty: 4464.300781
	Iteration 61Q: 3 clusters Score -766252.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -766252.187500 Penalty: 4464.300781
	Iteration 62Q: 3 clusters Score -766252.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -766255.750000 Penalty: 4464.300781
	Iteration 63Q: 3 clusters Score -766255.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -766258.375000 Penalty: 4464.300781
	Iteration 64Q: 3 clusters Score -766258.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -766261.437500 Penalty: 4464.300781
	Iteration 65Q: 3 clusters Score -766261.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -766265.187500 Penalty: 4464.300781
	Iteration 66Q: 3 clusters Score -766265.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -766267.437500 Penalty: 4464.300781
	Iteration 67Q: 3 clusters Score -766267.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -766271.500000 Penalty: 4464.300781
	Iteration 68Q: 3 clusters Score -766271.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -766273.000000 Penalty: 4464.300781
	Iteration 69Q: 3 clusters Score -766273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -766274.750000 Penalty: 4464.300781
	Iteration 70Q: 3 clusters Score -766274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -766276.250000 Penalty: 4464.300781
	Iteration 71Q: 3 clusters Score -766276.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -766276.500000 Penalty: 4464.300781
	Iteration 72Q: 3 clusters Score -766276.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -766276.125000 Penalty: 4464.300781
	Iteration 73Q: 3 clusters Score -766276.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -766276.312500 Penalty: 4464.300781
	Iteration 74Q: 3 clusters Score -766276.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -766276.312500 Penalty: 4464.300781
	Iteration 75F: 3 clusters Score -766276.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Entering Unmasked Estep 
Score: -2266060.000000 Penalty: 2495.742676
	Iteration 0F: 2 clusters Score -2266060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2249727.750000 Penalty: 4991.485352
	Iteration 0F: 3 clusters Score -2249728 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2255361.250000 Penalty: 4991.485352
	Iteration 1F: 3 clusters Score -2255361 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2255796.500000 Penalty: 4991.485352
	Iteration 2F: 3 clusters Score -2255796 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2256144.250000 Penalty: 4991.485352
	Iteration 3Q: 3 clusters Score -2256144 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2256481.750000 Penalty: 4991.485352
	Iteration 4Q: 3 clusters Score -2256482 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2256820.500000 Penalty: 4991.485352
	Iteration 5Q: 3 clusters Score -2256820 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2257256.250000 Penalty: 4991.485352
	Iteration 6Q: 3 clusters Score -2257256 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2257881.000000 Penalty: 4991.485352
	Iteration 7Q: 3 clusters Score -2257881 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2258665.500000 Penalty: 4991.485352
	Iteration 8F: 3 clusters Score -2258666 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2259633.000000 Penalty: 4991.485352
	Iteration 9F: 3 clusters Score -2259633 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2260725.500000 Penalty: 4991.485352
	Iteration 10F: 3 clusters Score -2260726 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2261778.750000 Penalty: 4991.485352
	Iteration 11Q: 3 clusters Score -2261779 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2262693.250000 Penalty: 4991.485352
	Iteration 12Q: 3 clusters Score -2262693 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2263400.000000 Penalty: 4991.485352
	Iteration 13Q: 3 clusters Score -2263400 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2263940.750000 Penalty: 4991.485352
	Iteration 14Q: 3 clusters Score -2263941 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2264299.250000 Penalty: 4991.485352
	Iteration 15Q: 3 clusters Score -2264299 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2264485.500000 Penalty: 4991.485352
	Iteration 16Q: 3 clusters Score -2264486 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -2264591.000000 Penalty: 4991.485352
	Iteration 17Q: 3 clusters Score -2264591 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2264645.250000 Penalty: 4991.485352
	Iteration 18Q: 3 clusters Score -2264645 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2264684.000000 Penalty: 4991.485352
	Iteration 19Q: 3 clusters Score -2264684 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2264711.500000 Penalty: 4991.485352
	Iteration 20F: 3 clusters Score -2264712 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -2264744.500000 Penalty: 4991.485352
	Iteration 21Q: 3 clusters Score -2264744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2264764.750000 Penalty: 4991.485352
	Iteration 22Q: 3 clusters Score -2264765 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2264774.750000 Penalty: 4991.485352
	Iteration 23Q: 3 clusters Score -2264775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2264778.000000 Penalty: 4991.485352
	Iteration 24Q: 3 clusters Score -2264778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2264786.500000 Penalty: 4991.485352
	Iteration 25Q: 3 clusters Score -2264786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2264796.250000 Penalty: 4991.485352
	Iteration 26Q: 3 clusters Score -2264796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2264802.250000 Penalty: 4991.485352
	Iteration 27Q: 3 clusters Score -2264802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2264816.250000 Penalty: 4991.485352
	Iteration 28Q: 3 clusters Score -2264816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2264822.750000 Penalty: 4991.485352
	Iteration 29Q: 3 clusters Score -2264823 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2264837.250000 Penalty: 4991.485352
	Iteration 30Q: 3 clusters Score -2264837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2264845.250000 Penalty: 4991.485352
	Iteration 31Q: 3 clusters Score -2264845 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2264856.500000 Penalty: 4991.485352
	Iteration 32Q: 3 clusters Score -2264856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2264866.750000 Penalty: 4991.485352
	Iteration 33Q: 3 clusters Score -2264867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2264869.000000 Penalty: 4991.485352
	Iteration 34Q: 3 clusters Score -2264869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2264879.000000 Penalty: 4991.485352
	Iteration 35Q: 3 clusters Score -2264879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2264878.750000 Penalty: 4991.485352
	Iteration 36Q: 3 clusters Score -2264879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2264887.750000 Penalty: 4991.485352
	Iteration 37Q: 3 clusters Score -2264888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2264893.000000 Penalty: 4991.485352
	Iteration 38Q: 3 clusters Score -2264893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2264891.250000 Penalty: 4991.485352
	Iteration 39Q: 3 clusters Score -2264891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2264895.500000 Penalty: 4991.485352
	Iteration 40F: 3 clusters Score -2264896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2264893.000000 Penalty: 4991.485352
	Iteration 41Q: 3 clusters Score -2264893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2264893.000000 Penalty: 4991.485352
	Iteration 42Q: 3 clusters Score -2264893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2264895.000000 Penalty: 4991.485352
	Iteration 43Q: 3 clusters Score -2264895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2264901.500000 Penalty: 4991.485352
	Iteration 44Q: 3 clusters Score -2264902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2264905.000000 Penalty: 4991.485352
	Iteration 45Q: 3 clusters Score -2264905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2264913.250000 Penalty: 4991.485352
	Iteration 46Q: 3 clusters Score -2264913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2264918.500000 Penalty: 4991.485352
	Iteration 47Q: 3 clusters Score -2264918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2264919.500000 Penalty: 4991.485352
	Iteration 48Q: 3 clusters Score -2264920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2264918.500000 Penalty: 4991.485352
	Iteration 49Q: 3 clusters Score -2264918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2264921.500000 Penalty: 4991.485352
	Iteration 50Q: 3 clusters Score -2264922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2264927.500000 Penalty: 4991.485352
	Iteration 51Q: 3 clusters Score -2264928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2264920.000000 Penalty: 4991.485352
	Iteration 52Q: 3 clusters Score -2264920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2264923.500000 Penalty: 4991.485352
	Iteration 53Q: 3 clusters Score -2264924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2264928.250000 Penalty: 4991.485352
	Iteration 54Q: 3 clusters Score -2264928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2264930.000000 Penalty: 4991.485352
	Iteration 55Q: 3 clusters Score -2264930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2264934.000000 Penalty: 4991.485352
	Iteration 56Q: 3 clusters Score -2264934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2264948.250000 Penalty: 4991.485352
	Iteration 57Q: 3 clusters Score -2264948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2264964.250000 Penalty: 4991.485352
	Iteration 58Q: 3 clusters Score -2264964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2264966.250000 Penalty: 4991.485352
	Iteration 59Q: 3 clusters Score -2264966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2264973.750000 Penalty: 4991.485352
	Iteration 60F: 3 clusters Score -2264974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2264985.000000 Penalty: 4991.485352
	Iteration 61Q: 3 clusters Score -2264985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2264990.500000 Penalty: 4991.485352
	Iteration 62Q: 3 clusters Score -2264990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2265002.750000 Penalty: 4991.485352
	Iteration 63Q: 3 clusters Score -2265003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2265006.000000 Penalty: 4991.485352
	Iteration 64Q: 3 clusters Score -2265006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2265011.500000 Penalty: 4991.485352
	Iteration 65Q: 3 clusters Score -2265012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2265015.250000 Penalty: 4991.485352
	Iteration 66Q: 3 clusters Score -2265015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2265029.750000 Penalty: 4991.485352
	Iteration 67Q: 3 clusters Score -2265030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2265038.000000 Penalty: 4991.485352
	Iteration 68Q: 3 clusters Score -2265038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2265039.000000 Penalty: 4991.485352
	Iteration 69Q: 3 clusters Score -2265039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2265048.000000 Penalty: 4991.485352
	Iteration 70Q: 3 clusters Score -2265048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2265054.000000 Penalty: 4991.485352
	Iteration 71Q: 3 clusters Score -2265054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2265056.750000 Penalty: 4991.485352
	Iteration 72Q: 3 clusters Score -2265057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2265073.000000 Penalty: 4991.485352
	Iteration 73Q: 3 clusters Score -2265073 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2265085.750000 Penalty: 4991.485352
	Iteration 74Q: 3 clusters Score -2265086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2265084.750000 Penalty: 4991.485352
	Iteration 75Q: 3 clusters Score -2265085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2265099.250000 Penalty: 4991.485352
	Iteration 76Q: 3 clusters Score -2265099 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2265102.000000 Penalty: 4991.485352
	Iteration 77Q: 3 clusters Score -2265102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2265116.250000 Penalty: 4991.485352
	Iteration 78Q: 3 clusters Score -2265116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2265120.250000 Penalty: 4991.485352
	Iteration 79Q: 3 clusters Score -2265120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2265123.000000 Penalty: 4991.485352
	Iteration 80F: 3 clusters Score -2265123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2265128.250000 Penalty: 4991.485352
	Iteration 81Q: 3 clusters Score -2265128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2265141.000000 Penalty: 4991.485352
	Iteration 82Q: 3 clusters Score -2265141 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2265142.500000 Penalty: 4991.485352
	Iteration 83Q: 3 clusters Score -2265142 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2265156.250000 Penalty: 4991.485352
	Iteration 84Q: 3 clusters Score -2265156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2265164.500000 Penalty: 4991.485352
	Iteration 85Q: 3 clusters Score -2265164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2265169.000000 Penalty: 4991.485352
	Iteration 86Q: 3 clusters Score -2265169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2265176.250000 Penalty: 4991.485352
	Iteration 87Q: 3 clusters Score -2265176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2265175.750000 Penalty: 4991.485352
	Iteration 88Q: 3 clusters Score -2265176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2265179.000000 Penalty: 4991.485352
	Iteration 89Q: 3 clusters Score -2265179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2265186.500000 Penalty: 4991.485352
	Iteration 90Q: 3 clusters Score -2265186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2265183.000000 Penalty: 4991.485352
	Iteration 91Q: 3 clusters Score -2265183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2265187.000000 Penalty: 4991.485352
	Iteration 92Q: 3 clusters Score -2265187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2265190.500000 Penalty: 4991.485352
	Iteration 93Q: 3 clusters Score -2265190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2265190.000000 Penalty: 4991.485352
	Iteration 94Q: 3 clusters Score -2265190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2265194.000000 Penalty: 4991.485352
	Iteration 95Q: 3 clusters Score -2265194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2265194.250000 Penalty: 4991.485352
	Iteration 96Q: 3 clusters Score -2265194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2265193.000000 Penalty: 4991.485352
	Iteration 97Q: 3 clusters Score -2265193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2265199.750000 Penalty: 4991.485352
	Iteration 98Q: 3 clusters Score -2265200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2265196.000000 Penalty: 4991.485352
	Iteration 99Q: 3 clusters Score -2265196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2265193.500000 Penalty: 4991.485352
	Iteration 100F: 3 clusters Score -2265194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2265197.750000 Penalty: 4991.485352
	Iteration 101Q: 3 clusters Score -2265198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2265197.000000 Penalty: 4991.485352
	Iteration 102Q: 3 clusters Score -2265197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2265206.250000 Penalty: 4991.485352
	Iteration 103Q: 3 clusters Score -2265206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2265211.250000 Penalty: 4991.485352
	Iteration 104Q: 3 clusters Score -2265211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2265210.250000 Penalty: 4991.485352
	Iteration 105Q: 3 clusters Score -2265210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2265213.250000 Penalty: 4991.485352
	Iteration 106Q: 3 clusters Score -2265213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2265211.250000 Penalty: 4991.485352
	Iteration 107Q: 3 clusters Score -2265211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2265213.000000 Penalty: 4991.485352
	Iteration 108Q: 3 clusters Score -2265213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2265214.500000 Penalty: 4991.485352
	Iteration 109Q: 3 clusters Score -2265214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2265222.000000 Penalty: 4991.485352
	Iteration 110Q: 3 clusters Score -2265222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2265217.750000 Penalty: 4991.485352
	Iteration 111Q: 3 clusters Score -2265218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2265224.250000 Penalty: 4991.485352
	Iteration 112Q: 3 clusters Score -2265224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2265224.750000 Penalty: 4991.485352
	Iteration 113Q: 3 clusters Score -2265225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2265226.750000 Penalty: 4991.485352
	Iteration 114Q: 3 clusters Score -2265227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2265225.750000 Penalty: 4991.485352
	Iteration 115Q: 3 clusters Score -2265226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2265227.500000 Penalty: 4991.485352
	Iteration 116Q: 3 clusters Score -2265228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2265226.500000 Penalty: 4991.485352
	Iteration 117Q: 3 clusters Score -2265226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2265226.500000 Penalty: 4991.485352
	Iteration 118F: 3 clusters Score -2265226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Entering Unmasked Estep 
Score: -694265.187500 Penalty: 2207.808838
	Iteration 0F: 2 clusters Score -694265.2 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 3644 members 
Entering Unmasked Estep 
Score: -688287.437500 Penalty: 4415.617676
	Iteration 0F: 3 clusters Score -688287.4 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -689810.062500 Penalty: 4415.617676
	Iteration 1F: 3 clusters Score -689810.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -690026.000000 Penalty: 4415.617676
	Iteration 2F: 3 clusters Score -690026 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -690148.875000 Penalty: 4415.617676
	Iteration 3Q: 3 clusters Score -690148.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -690238.437500 Penalty: 4415.617676
	Iteration 4Q: 3 clusters Score -690238.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -690310.937500 Penalty: 4415.617676
	Iteration 5Q: 3 clusters Score -690310.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -690372.750000 Penalty: 4415.617676
	Iteration 6Q: 3 clusters Score -690372.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -690427.875000 Penalty: 4415.617676
	Iteration 7Q: 3 clusters Score -690427.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -690482.500000 Penalty: 4415.617676
	Iteration 8Q: 3 clusters Score -690482.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -690530.250000 Penalty: 4415.617676
	Iteration 9Q: 3 clusters Score -690530.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -690577.187500 Penalty: 4415.617676
	Iteration 10Q: 3 clusters Score -690577.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -690638.250000 Penalty: 4415.617676
	Iteration 11Q: 3 clusters Score -690638.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -690700.125000 Penalty: 4415.617676
	Iteration 12Q: 3 clusters Score -690700.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -690771.500000 Penalty: 4415.617676
	Iteration 13Q: 3 clusters Score -690771.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -690846.625000 Penalty: 4415.617676
	Iteration 14Q: 3 clusters Score -690846.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -690930.062500 Penalty: 4415.617676
	Iteration 15Q: 3 clusters Score -690930.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -691041.562500 Penalty: 4415.617676
	Iteration 16Q: 3 clusters Score -691041.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -691148.125000 Penalty: 4415.617676
	Iteration 17Q: 3 clusters Score -691148.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -691288.125000 Penalty: 4415.617676
	Iteration 18Q: 3 clusters Score -691288.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -691475.062500 Penalty: 4415.617676
	Iteration 19Q: 3 clusters Score -691475.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -691676.375000 Penalty: 4415.617676
	Iteration 20F: 3 clusters Score -691676.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -691896.250000 Penalty: 4415.617676
	Iteration 21Q: 3 clusters Score -691896.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -692076.312500 Penalty: 4415.617676
	Iteration 22Q: 3 clusters Score -692076.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -692208.437500 Penalty: 4415.617676
	Iteration 23Q: 3 clusters Score -692208.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -692272.187500 Penalty: 4415.617676
	Iteration 24Q: 3 clusters Score -692272.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -692317.437500 Penalty: 4415.617676
	Iteration 25Q: 3 clusters Score -692317.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -692347.687500 Penalty: 4415.617676
	Iteration 26Q: 3 clusters Score -692347.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -692380.062500 Penalty: 4415.617676
	Iteration 27Q: 3 clusters Score -692380.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -692410.000000 Penalty: 4415.617676
	Iteration 28Q: 3 clusters Score -692410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -692429.437500 Penalty: 4415.617676
	Iteration 29Q: 3 clusters Score -692429.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -692444.500000 Penalty: 4415.617676
	Iteration 30Q: 3 clusters Score -692444.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -692458.562500 Penalty: 4415.617676
	Iteration 31Q: 3 clusters Score -692458.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -692478.187500 Penalty: 4415.617676
	Iteration 32Q: 3 clusters Score -692478.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -692488.937500 Penalty: 4415.617676
	Iteration 33Q: 3 clusters Score -692488.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -692498.062500 Penalty: 4415.617676
	Iteration 34Q: 3 clusters Score -692498.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -692503.125000 Penalty: 4415.617676
	Iteration 35Q: 3 clusters Score -692503.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -692508.750000 Penalty: 4415.617676
	Iteration 36Q: 3 clusters Score -692508.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -692513.250000 Penalty: 4415.617676
	Iteration 37Q: 3 clusters Score -692513.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -692519.687500 Penalty: 4415.617676
	Iteration 38Q: 3 clusters Score -692519.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -692523.875000 Penalty: 4415.617676
	Iteration 39Q: 3 clusters Score -692523.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -692532.437500 Penalty: 4415.617676
	Iteration 40F: 3 clusters Score -692532.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -692534.437500 Penalty: 4415.617676
	Iteration 41Q: 3 clusters Score -692534.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -692540.062500 Penalty: 4415.617676
	Iteration 42Q: 3 clusters Score -692540.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -692545.625000 Penalty: 4415.617676
	Iteration 43Q: 3 clusters Score -692545.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -692547.437500 Penalty: 4415.617676
	Iteration 44Q: 3 clusters Score -692547.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -692553.812500 Penalty: 4415.617676
	Iteration 45Q: 3 clusters Score -692553.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -692560.125000 Penalty: 4415.617676
	Iteration 46Q: 3 clusters Score -692560.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -692563.187500 Penalty: 4415.617676
	Iteration 47Q: 3 clusters Score -692563.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -692565.125000 Penalty: 4415.617676
	Iteration 48Q: 3 clusters Score -692565.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -692567.437500 Penalty: 4415.617676
	Iteration 49Q: 3 clusters Score -692567.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -692570.250000 Penalty: 4415.617676
	Iteration 50Q: 3 clusters Score -692570.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -692571.937500 Penalty: 4415.617676
	Iteration 51Q: 3 clusters Score -692571.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -692574.437500 Penalty: 4415.617676
	Iteration 52Q: 3 clusters Score -692574.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -692575.062500 Penalty: 4415.617676
	Iteration 53Q: 3 clusters Score -692575.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -692579.062500 Penalty: 4415.617676
	Iteration 54Q: 3 clusters Score -692579.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -692582.375000 Penalty: 4415.617676
	Iteration 55Q: 3 clusters Score -692582.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -692586.250000 Penalty: 4415.617676
	Iteration 56Q: 3 clusters Score -692586.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -692591.937500 Penalty: 4415.617676
	Iteration 57Q: 3 clusters Score -692591.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -692594.562500 Penalty: 4415.617676
	Iteration 58Q: 3 clusters Score -692594.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -692600.187500 Penalty: 4415.617676
	Iteration 59Q: 3 clusters Score -692600.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -692602.125000 Penalty: 4415.617676
	Iteration 60F: 3 clusters Score -692602.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -692605.125000 Penalty: 4415.617676
	Iteration 61Q: 3 clusters Score -692605.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -692608.812500 Penalty: 4415.617676
	Iteration 62Q: 3 clusters Score -692608.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -692613.062500 Penalty: 4415.617676
	Iteration 63Q: 3 clusters Score -692613.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -692616.437500 Penalty: 4415.617676
	Iteration 64Q: 3 clusters Score -692616.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -692621.625000 Penalty: 4415.617676
	Iteration 65Q: 3 clusters Score -692621.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -692623.937500 Penalty: 4415.617676
	Iteration 66Q: 3 clusters Score -692623.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -692628.562500 Penalty: 4415.617676
	Iteration 67Q: 3 clusters Score -692628.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -692628.500000 Penalty: 4415.617676
	Iteration 68Q: 3 clusters Score -692628.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -692632.437500 Penalty: 4415.617676
	Iteration 69Q: 3 clusters Score -692632.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -692631.750000 Penalty: 4415.617676
	Iteration 70Q: 3 clusters Score -692631.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -692633.437500 Penalty: 4415.617676
	Iteration 71Q: 3 clusters Score -692633.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -692636.187500 Penalty: 4415.617676
	Iteration 72Q: 3 clusters Score -692636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -692637.000000 Penalty: 4415.617676
	Iteration 73Q: 3 clusters Score -692637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -692637.875000 Penalty: 4415.617676
	Iteration 74Q: 3 clusters Score -692637.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -692638.437500 Penalty: 4415.617676
	Iteration 75Q: 3 clusters Score -692638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -692641.250000 Penalty: 4415.617676
	Iteration 76Q: 3 clusters Score -692641.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -692638.437500 Penalty: 4415.617676
	Iteration 77Q: 3 clusters Score -692638.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -692638.437500 Penalty: 4415.617676
	Iteration 78F: 3 clusters Score -692638.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Entering Unmasked Estep 
Score: -702071.625000 Penalty: 2215.123291
	Iteration 0F: 2 clusters Score -702071.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -695956.375000 Penalty: 4430.246582
	Iteration 0F: 3 clusters Score -695956.4 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -697536.187500 Penalty: 4430.246582
	Iteration 1F: 3 clusters Score -697536.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -697774.312500 Penalty: 4430.246582
	Iteration 2F: 3 clusters Score -697774.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -697983.312500 Penalty: 4430.246582
	Iteration 3F: 3 clusters Score -697983.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -698177.062500 Penalty: 4430.246582
	Iteration 4Q: 3 clusters Score -698177.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -698386.875000 Penalty: 4430.246582
	Iteration 5Q: 3 clusters Score -698386.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -698590.062500 Penalty: 4430.246582
	Iteration 6Q: 3 clusters Score -698590.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -698797.437500 Penalty: 4430.246582
	Iteration 7Q: 3 clusters Score -698797.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -699026.312500 Penalty: 4430.246582
	Iteration 8Q: 3 clusters Score -699026.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -699272.562500 Penalty: 4430.246582
	Iteration 9Q: 3 clusters Score -699272.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -699558.625000 Penalty: 4430.246582
	Iteration 10Q: 3 clusters Score -699558.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -699834.062500 Penalty: 4430.246582
	Iteration 11Q: 3 clusters Score -699834.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -700115.687500 Penalty: 4430.246582
	Iteration 12Q: 3 clusters Score -700115.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -700401.250000 Penalty: 4430.246582
	Iteration 13Q: 3 clusters Score -700401.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -700692.000000 Penalty: 4430.246582
	Iteration 14Q: 3 clusters Score -700692 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -700961.750000 Penalty: 4430.246582
	Iteration 15Q: 3 clusters Score -700961.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -701207.187500 Penalty: 4430.246582
	Iteration 16Q: 3 clusters Score -701207.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -701320.000000 Penalty: 4430.246582
	Iteration 17Q: 3 clusters Score -701320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -701358.437500 Penalty: 4430.246582
	Iteration 18Q: 3 clusters Score -701358.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -701372.187500 Penalty: 4430.246582
	Iteration 19Q: 3 clusters Score -701372.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -701383.062500 Penalty: 4430.246582
	Iteration 20F: 3 clusters Score -701383.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -701389.000000 Penalty: 4430.246582
	Iteration 21Q: 3 clusters Score -701389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -701392.312500 Penalty: 4430.246582
	Iteration 22Q: 3 clusters Score -701392.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -701396.687500 Penalty: 4430.246582
	Iteration 23Q: 3 clusters Score -701396.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -701398.187500 Penalty: 4430.246582
	Iteration 24Q: 3 clusters Score -701398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -701398.812500 Penalty: 4430.246582
	Iteration 25Q: 3 clusters Score -701398.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -701398.812500 Penalty: 4430.246582
	Iteration 26F: 3 clusters Score -701398.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Entering Unmasked Estep 
Score: -598263.437500 Penalty: 2191.240479
	Iteration 0F: 2 clusters Score -598263.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -592596.312500 Penalty: 4382.480957
	Iteration 0F: 3 clusters Score -592596.3 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -594232.875000 Penalty: 4382.480957
	Iteration 1F: 3 clusters Score -594232.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -594644.937500 Penalty: 4382.480957
	Iteration 2F: 3 clusters Score -594644.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -595075.250000 Penalty: 4382.480957
	Iteration 3F: 3 clusters Score -595075.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -595565.562500 Penalty: 4382.480957
	Iteration 4F: 3 clusters Score -595565.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -596062.812500 Penalty: 4382.480957
	Iteration 5F: 3 clusters Score -596062.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -596483.000000 Penalty: 4382.480957
	Iteration 6F: 3 clusters Score -596483 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -596770.562500 Penalty: 4382.480957
	Iteration 7F: 3 clusters Score -596770.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -596906.375000 Penalty: 4382.480957
	Iteration 8Q: 3 clusters Score -596906.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -597007.375000 Penalty: 4382.480957
	Iteration 9Q: 3 clusters Score -597007.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -597074.312500 Penalty: 4382.480957
	Iteration 10Q: 3 clusters Score -597074.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -597120.875000 Penalty: 4382.480957
	Iteration 11Q: 3 clusters Score -597120.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -597156.500000 Penalty: 4382.480957
	Iteration 12Q: 3 clusters Score -597156.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -597188.875000 Penalty: 4382.480957
	Iteration 13Q: 3 clusters Score -597188.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -597215.125000 Penalty: 4382.480957
	Iteration 14Q: 3 clusters Score -597215.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -597236.500000 Penalty: 4382.480957
	Iteration 15Q: 3 clusters Score -597236.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -597260.437500 Penalty: 4382.480957
	Iteration 16Q: 3 clusters Score -597260.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -597281.000000 Penalty: 4382.480957
	Iteration 17Q: 3 clusters Score -597281 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -597302.312500 Penalty: 4382.480957
	Iteration 18Q: 3 clusters Score -597302.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -597317.562500 Penalty: 4382.480957
	Iteration 19Q: 3 clusters Score -597317.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -597328.812500 Penalty: 4382.480957
	Iteration 20F: 3 clusters Score -597328.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -597340.937500 Penalty: 4382.480957
	Iteration 21Q: 3 clusters Score -597340.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -597354.375000 Penalty: 4382.480957
	Iteration 22Q: 3 clusters Score -597354.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -597362.750000 Penalty: 4382.480957
	Iteration 23Q: 3 clusters Score -597362.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -597369.625000 Penalty: 4382.480957
	Iteration 24Q: 3 clusters Score -597369.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -597376.312500 Penalty: 4382.480957
	Iteration 25Q: 3 clusters Score -597376.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -597386.937500 Penalty: 4382.480957
	Iteration 26Q: 3 clusters Score -597386.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -597392.750000 Penalty: 4382.480957
	Iteration 27Q: 3 clusters Score -597392.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -597398.375000 Penalty: 4382.480957
	Iteration 28Q: 3 clusters Score -597398.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -597407.937500 Penalty: 4382.480957
	Iteration 29Q: 3 clusters Score -597407.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -597417.875000 Penalty: 4382.480957
	Iteration 30Q: 3 clusters Score -597417.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -597428.875000 Penalty: 4382.480957
	Iteration 31Q: 3 clusters Score -597428.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -597439.312500 Penalty: 4382.480957
	Iteration 32Q: 3 clusters Score -597439.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -597450.000000 Penalty: 4382.480957
	Iteration 33Q: 3 clusters Score -597450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -597463.437500 Penalty: 4382.480957
	Iteration 34Q: 3 clusters Score -597463.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -597477.312500 Penalty: 4382.480957
	Iteration 35Q: 3 clusters Score -597477.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -597490.625000 Penalty: 4382.480957
	Iteration 36Q: 3 clusters Score -597490.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -597501.125000 Penalty: 4382.480957
	Iteration 37Q: 3 clusters Score -597501.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -597511.187500 Penalty: 4382.480957
	Iteration 38Q: 3 clusters Score -597511.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -597518.750000 Penalty: 4382.480957
	Iteration 39Q: 3 clusters Score -597518.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -597525.000000 Penalty: 4382.480957
	Iteration 40F: 3 clusters Score -597525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -597528.875000 Penalty: 4382.480957
	Iteration 41Q: 3 clusters Score -597528.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -597531.312500 Penalty: 4382.480957
	Iteration 42Q: 3 clusters Score -597531.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -597533.750000 Penalty: 4382.480957
	Iteration 43Q: 3 clusters Score -597533.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -597537.937500 Penalty: 4382.480957
	Iteration 44Q: 3 clusters Score -597537.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -597538.875000 Penalty: 4382.480957
	Iteration 45Q: 3 clusters Score -597538.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -597540.500000 Penalty: 4382.480957
	Iteration 46Q: 3 clusters Score -597540.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -597542.062500 Penalty: 4382.480957
	Iteration 47Q: 3 clusters Score -597542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -597542.125000 Penalty: 4382.480957
	Iteration 48Q: 3 clusters Score -597542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -597543.125000 Penalty: 4382.480957
	Iteration 49Q: 3 clusters Score -597543.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -597542.437500 Penalty: 4382.480957
	Iteration 50Q: 3 clusters Score -597542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -597543.125000 Penalty: 4382.480957
	Iteration 51Q: 3 clusters Score -597543.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -597543.125000 Penalty: 4382.480957
	Iteration 52F: 3 clusters Score -597543.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Entering Unmasked Estep 
Score: -1800627.875000 Penalty: 2438.027344
	Iteration 0F: 2 clusters Score -1800628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1787245.750000 Penalty: 4876.054688
	Iteration 0F: 3 clusters Score -1787246 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1791802.875000 Penalty: 4876.054688
	Iteration 1F: 3 clusters Score -1791803 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1792217.250000 Penalty: 4876.054688
	Iteration 2F: 3 clusters Score -1792217 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1792527.750000 Penalty: 4876.054688
	Iteration 3Q: 3 clusters Score -1792528 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1792831.875000 Penalty: 4876.054688
	Iteration 4Q: 3 clusters Score -1792832 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1793165.000000 Penalty: 4876.054688
	Iteration 5Q: 3 clusters Score -1793165 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1793536.000000 Penalty: 4876.054688
	Iteration 6Q: 3 clusters Score -1793536 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1793993.125000 Penalty: 4876.054688
	Iteration 7Q: 3 clusters Score -1793993 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1794550.875000 Penalty: 4876.054688
	Iteration 8Q: 3 clusters Score -1794551 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1795211.000000 Penalty: 4876.054688
	Iteration 9Q: 3 clusters Score -1795211 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1795938.125000 Penalty: 4876.054688
	Iteration 10F: 3 clusters Score -1795938 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1796559.125000 Penalty: 4876.054688
	Iteration 11Q: 3 clusters Score -1796559 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1797049.875000 Penalty: 4876.054688
	Iteration 12Q: 3 clusters Score -1797050 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1797460.375000 Penalty: 4876.054688
	Iteration 13Q: 3 clusters Score -1797460 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1797750.750000 Penalty: 4876.054688
	Iteration 14Q: 3 clusters Score -1797751 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1797984.625000 Penalty: 4876.054688
	Iteration 15Q: 3 clusters Score -1797985 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1798143.125000 Penalty: 4876.054688
	Iteration 16Q: 3 clusters Score -1798143 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1798257.625000 Penalty: 4876.054688
	Iteration 17Q: 3 clusters Score -1798258 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1798329.250000 Penalty: 4876.054688
	Iteration 18Q: 3 clusters Score -1798329 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1798385.625000 Penalty: 4876.054688
	Iteration 19Q: 3 clusters Score -1798386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1798419.875000 Penalty: 4876.054688
	Iteration 20F: 3 clusters Score -1798420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1798449.125000 Penalty: 4876.054688
	Iteration 21Q: 3 clusters Score -1798449 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1798471.375000 Penalty: 4876.054688
	Iteration 22Q: 3 clusters Score -1798471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1798485.500000 Penalty: 4876.054688
	Iteration 23Q: 3 clusters Score -1798486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1798499.250000 Penalty: 4876.054688
	Iteration 24Q: 3 clusters Score -1798499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1798512.875000 Penalty: 4876.054688
	Iteration 25Q: 3 clusters Score -1798513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1798523.000000 Penalty: 4876.054688
	Iteration 26Q: 3 clusters Score -1798523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1798532.000000 Penalty: 4876.054688
	Iteration 27Q: 3 clusters Score -1798532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1798545.375000 Penalty: 4876.054688
	Iteration 28Q: 3 clusters Score -1798545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1798553.875000 Penalty: 4876.054688
	Iteration 29Q: 3 clusters Score -1798554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1798569.125000 Penalty: 4876.054688
	Iteration 30Q: 3 clusters Score -1798569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1798579.250000 Penalty: 4876.054688
	Iteration 31Q: 3 clusters Score -1798579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1798588.000000 Penalty: 4876.054688
	Iteration 32Q: 3 clusters Score -1798588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1798596.000000 Penalty: 4876.054688
	Iteration 33Q: 3 clusters Score -1798596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1798600.250000 Penalty: 4876.054688
	Iteration 34Q: 3 clusters Score -1798600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1798609.250000 Penalty: 4876.054688
	Iteration 35Q: 3 clusters Score -1798609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1798610.125000 Penalty: 4876.054688
	Iteration 36Q: 3 clusters Score -1798610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1798613.750000 Penalty: 4876.054688
	Iteration 37Q: 3 clusters Score -1798614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1798623.000000 Penalty: 4876.054688
	Iteration 38Q: 3 clusters Score -1798623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1798625.125000 Penalty: 4876.054688
	Iteration 39Q: 3 clusters Score -1798625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1798628.625000 Penalty: 4876.054688
	Iteration 40F: 3 clusters Score -1798629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1798628.250000 Penalty: 4876.054688
	Iteration 41Q: 3 clusters Score -1798628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1798629.000000 Penalty: 4876.054688
	Iteration 42Q: 3 clusters Score -1798629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1798632.250000 Penalty: 4876.054688
	Iteration 43Q: 3 clusters Score -1798632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1798632.500000 Penalty: 4876.054688
	Iteration 44Q: 3 clusters Score -1798632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1798636.875000 Penalty: 4876.054688
	Iteration 45Q: 3 clusters Score -1798637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1798637.875000 Penalty: 4876.054688
	Iteration 46Q: 3 clusters Score -1798638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1798641.500000 Penalty: 4876.054688
	Iteration 47Q: 3 clusters Score -1798642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1798641.000000 Penalty: 4876.054688
	Iteration 48Q: 3 clusters Score -1798641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1798641.000000 Penalty: 4876.054688
	Iteration 49F: 3 clusters Score -1798641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Entering Unmasked Estep 
Score: -848633.562500 Penalty: 2249.598877
	Iteration 0F: 2 clusters Score -848633.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -841841.687500 Penalty: 4499.197754
	Iteration 0F: 3 clusters Score -841841.7 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -843767.375000 Penalty: 4499.197754
	Iteration 1F: 3 clusters Score -843767.4 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -844075.812500 Penalty: 4499.197754
	Iteration 2F: 3 clusters Score -844075.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -844310.812500 Penalty: 4499.197754
	Iteration 3F: 3 clusters Score -844310.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -844509.750000 Penalty: 4499.197754
	Iteration 4Q: 3 clusters Score -844509.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -844679.750000 Penalty: 4499.197754
	Iteration 5Q: 3 clusters Score -844679.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -844864.750000 Penalty: 4499.197754
	Iteration 6Q: 3 clusters Score -844864.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -845060.312500 Penalty: 4499.197754
	Iteration 7Q: 3 clusters Score -845060.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -845236.937500 Penalty: 4499.197754
	Iteration 8Q: 3 clusters Score -845236.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -845385.187500 Penalty: 4499.197754
	Iteration 9Q: 3 clusters Score -845385.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -845526.937500 Penalty: 4499.197754
	Iteration 10Q: 3 clusters Score -845526.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -845675.437500 Penalty: 4499.197754
	Iteration 11Q: 3 clusters Score -845675.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -845799.937500 Penalty: 4499.197754
	Iteration 12Q: 3 clusters Score -845799.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -845905.687500 Penalty: 4499.197754
	Iteration 13Q: 3 clusters Score -845905.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -846005.812500 Penalty: 4499.197754
	Iteration 14Q: 3 clusters Score -846005.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -846107.625000 Penalty: 4499.197754
	Iteration 15Q: 3 clusters Score -846107.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -846201.312500 Penalty: 4499.197754
	Iteration 16Q: 3 clusters Score -846201.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -846282.562500 Penalty: 4499.197754
	Iteration 17Q: 3 clusters Score -846282.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -846363.812500 Penalty: 4499.197754
	Iteration 18Q: 3 clusters Score -846363.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -846438.375000 Penalty: 4499.197754
	Iteration 19Q: 3 clusters Score -846438.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -846495.125000 Penalty: 4499.197754
	Iteration 20F: 3 clusters Score -846495.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -846546.437500 Penalty: 4499.197754
	Iteration 21Q: 3 clusters Score -846546.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -846594.875000 Penalty: 4499.197754
	Iteration 22Q: 3 clusters Score -846594.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -846644.187500 Penalty: 4499.197754
	Iteration 23Q: 3 clusters Score -846644.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -846673.687500 Penalty: 4499.197754
	Iteration 24Q: 3 clusters Score -846673.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -846699.500000 Penalty: 4499.197754
	Iteration 25Q: 3 clusters Score -846699.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -846715.937500 Penalty: 4499.197754
	Iteration 26Q: 3 clusters Score -846715.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -846737.062500 Penalty: 4499.197754
	Iteration 27Q: 3 clusters Score -846737.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -846759.062500 Penalty: 4499.197754
	Iteration 28Q: 3 clusters Score -846759.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -846768.312500 Penalty: 4499.197754
	Iteration 29Q: 3 clusters Score -846768.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -846780.000000 Penalty: 4499.197754
	Iteration 30Q: 3 clusters Score -846780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -846789.875000 Penalty: 4499.197754
	Iteration 31Q: 3 clusters Score -846789.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -846799.750000 Penalty: 4499.197754
	Iteration 32Q: 3 clusters Score -846799.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -846804.687500 Penalty: 4499.197754
	Iteration 33Q: 3 clusters Score -846804.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -846812.125000 Penalty: 4499.197754
	Iteration 34Q: 3 clusters Score -846812.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -846817.437500 Penalty: 4499.197754
	Iteration 35Q: 3 clusters Score -846817.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -846821.125000 Penalty: 4499.197754
	Iteration 36Q: 3 clusters Score -846821.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -846823.437500 Penalty: 4499.197754
	Iteration 37Q: 3 clusters Score -846823.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -846829.187500 Penalty: 4499.197754
	Iteration 38Q: 3 clusters Score -846829.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -846830.437500 Penalty: 4499.197754
	Iteration 39Q: 3 clusters Score -846830.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -846835.250000 Penalty: 4499.197754
	Iteration 40F: 3 clusters Score -846835.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -846838.437500 Penalty: 4499.197754
	Iteration 41Q: 3 clusters Score -846838.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -846842.500000 Penalty: 4499.197754
	Iteration 42Q: 3 clusters Score -846842.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -846842.500000 Penalty: 4499.197754
	Iteration 43Q: 3 clusters Score -846842.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -846843.500000 Penalty: 4499.197754
	Iteration 44Q: 3 clusters Score -846843.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -846843.500000 Penalty: 4499.197754
	Iteration 45F: 3 clusters Score -846843.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Entering Unmasked Estep 
Score: -682101.937500 Penalty: 2204.377441
	Iteration 0F: 2 clusters Score -682101.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -676148.937500 Penalty: 4408.754883
	Iteration 0F: 3 clusters Score -676148.9 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -677661.000000 Penalty: 4408.754883
	Iteration 1F: 3 clusters Score -677661 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -677914.812500 Penalty: 4408.754883
	Iteration 2F: 3 clusters Score -677914.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -678109.000000 Penalty: 4408.754883
	Iteration 3F: 3 clusters Score -678109 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -678284.937500 Penalty: 4408.754883
	Iteration 4Q: 3 clusters Score -678284.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -678451.750000 Penalty: 4408.754883
	Iteration 5Q: 3 clusters Score -678451.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -678607.875000 Penalty: 4408.754883
	Iteration 6Q: 3 clusters Score -678607.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -678765.500000 Penalty: 4408.754883
	Iteration 7Q: 3 clusters Score -678765.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -678921.750000 Penalty: 4408.754883
	Iteration 8Q: 3 clusters Score -678921.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -679057.437500 Penalty: 4408.754883
	Iteration 9Q: 3 clusters Score -679057.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -679186.875000 Penalty: 4408.754883
	Iteration 10Q: 3 clusters Score -679186.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -679303.812500 Penalty: 4408.754883
	Iteration 11Q: 3 clusters Score -679303.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -679428.562500 Penalty: 4408.754883
	Iteration 12Q: 3 clusters Score -679428.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -679547.625000 Penalty: 4408.754883
	Iteration 13Q: 3 clusters Score -679547.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -679662.687500 Penalty: 4408.754883
	Iteration 14Q: 3 clusters Score -679662.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -679807.750000 Penalty: 4408.754883
	Iteration 15Q: 3 clusters Score -679807.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -679962.125000 Penalty: 4408.754883
	Iteration 16Q: 3 clusters Score -679962.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -680117.125000 Penalty: 4408.754883
	Iteration 17Q: 3 clusters Score -680117.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -680222.937500 Penalty: 4408.754883
	Iteration 18Q: 3 clusters Score -680222.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -680286.687500 Penalty: 4408.754883
	Iteration 19Q: 3 clusters Score -680286.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -680324.500000 Penalty: 4408.754883
	Iteration 20F: 3 clusters Score -680324.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -680349.437500 Penalty: 4408.754883
	Iteration 21Q: 3 clusters Score -680349.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -680363.750000 Penalty: 4408.754883
	Iteration 22Q: 3 clusters Score -680363.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -680378.875000 Penalty: 4408.754883
	Iteration 23Q: 3 clusters Score -680378.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -680388.562500 Penalty: 4408.754883
	Iteration 24Q: 3 clusters Score -680388.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -680400.312500 Penalty: 4408.754883
	Iteration 25Q: 3 clusters Score -680400.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -680411.750000 Penalty: 4408.754883
	Iteration 26Q: 3 clusters Score -680411.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -680424.125000 Penalty: 4408.754883
	Iteration 27Q: 3 clusters Score -680424.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -680430.437500 Penalty: 4408.754883
	Iteration 28Q: 3 clusters Score -680430.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -680437.687500 Penalty: 4408.754883
	Iteration 29Q: 3 clusters Score -680437.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -680446.812500 Penalty: 4408.754883
	Iteration 30Q: 3 clusters Score -680446.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -680454.000000 Penalty: 4408.754883
	Iteration 31Q: 3 clusters Score -680454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -680460.812500 Penalty: 4408.754883
	Iteration 32Q: 3 clusters Score -680460.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -680466.000000 Penalty: 4408.754883
	Iteration 33Q: 3 clusters Score -680466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -680472.875000 Penalty: 4408.754883
	Iteration 34Q: 3 clusters Score -680472.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -680477.250000 Penalty: 4408.754883
	Iteration 35Q: 3 clusters Score -680477.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -680482.125000 Penalty: 4408.754883
	Iteration 36Q: 3 clusters Score -680482.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -680487.875000 Penalty: 4408.754883
	Iteration 37Q: 3 clusters Score -680487.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -680492.437500 Penalty: 4408.754883
	Iteration 38Q: 3 clusters Score -680492.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -680497.437500 Penalty: 4408.754883
	Iteration 39Q: 3 clusters Score -680497.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -680500.812500 Penalty: 4408.754883
	Iteration 40F: 3 clusters Score -680500.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -680504.125000 Penalty: 4408.754883
	Iteration 41Q: 3 clusters Score -680504.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -680507.375000 Penalty: 4408.754883
	Iteration 42Q: 3 clusters Score -680507.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -680513.500000 Penalty: 4408.754883
	Iteration 43Q: 3 clusters Score -680513.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -680516.437500 Penalty: 4408.754883
	Iteration 44Q: 3 clusters Score -680516.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -680517.562500 Penalty: 4408.754883
	Iteration 45Q: 3 clusters Score -680517.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -680519.750000 Penalty: 4408.754883
	Iteration 46Q: 3 clusters Score -680519.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -680520.375000 Penalty: 4408.754883
	Iteration 47Q: 3 clusters Score -680520.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -680522.250000 Penalty: 4408.754883
	Iteration 48Q: 3 clusters Score -680522.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -680524.437500 Penalty: 4408.754883
	Iteration 49Q: 3 clusters Score -680524.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -680525.375000 Penalty: 4408.754883
	Iteration 50Q: 3 clusters Score -680525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -680527.500000 Penalty: 4408.754883
	Iteration 51Q: 3 clusters Score -680527.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -680528.562500 Penalty: 4408.754883
	Iteration 52Q: 3 clusters Score -680528.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -680527.625000 Penalty: 4408.754883
	Iteration 53Q: 3 clusters Score -680527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -680528.437500 Penalty: 4408.754883
	Iteration 54Q: 3 clusters Score -680528.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -680530.500000 Penalty: 4408.754883
	Iteration 55Q: 3 clusters Score -680530.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -680531.562500 Penalty: 4408.754883
	Iteration 56Q: 3 clusters Score -680531.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -680532.062500 Penalty: 4408.754883
	Iteration 57Q: 3 clusters Score -680532.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -680532.500000 Penalty: 4408.754883
	Iteration 58Q: 3 clusters Score -680532.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -680534.875000 Penalty: 4408.754883
	Iteration 59Q: 3 clusters Score -680534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -680535.000000 Penalty: 4408.754883
	Iteration 60F: 3 clusters Score -680535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -680536.312500 Penalty: 4408.754883
	Iteration 61Q: 3 clusters Score -680536.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -680535.625000 Penalty: 4408.754883
	Iteration 62Q: 3 clusters Score -680535.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -680537.937500 Penalty: 4408.754883
	Iteration 63Q: 3 clusters Score -680537.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -680537.125000 Penalty: 4408.754883
	Iteration 64Q: 3 clusters Score -680537.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -680537.625000 Penalty: 4408.754883
	Iteration 65Q: 3 clusters Score -680537.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -680537.625000 Penalty: 4408.754883
	Iteration 66F: 3 clusters Score -680537.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Entering Unmasked Estep 
Score: -395188.500000 Penalty: 2070.613525
	Iteration 0F: 2 clusters Score -395188.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -391136.218750 Penalty: 4141.227051
	Iteration 0F: 3 clusters Score -391136.2 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -392039.781250 Penalty: 4141.227051
	Iteration 1F: 3 clusters Score -392039.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -392278.343750 Penalty: 4141.227051
	Iteration 2F: 3 clusters Score -392278.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -392416.937500 Penalty: 4141.227051
	Iteration 3F: 3 clusters Score -392416.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -392513.281250 Penalty: 4141.227051
	Iteration 4Q: 3 clusters Score -392513.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -392578.156250 Penalty: 4141.227051
	Iteration 5Q: 3 clusters Score -392578.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -392633.468750 Penalty: 4141.227051
	Iteration 6Q: 3 clusters Score -392633.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -392688.500000 Penalty: 4141.227051
	Iteration 7Q: 3 clusters Score -392688.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -392745.343750 Penalty: 4141.227051
	Iteration 8Q: 3 clusters Score -392745.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -392793.968750 Penalty: 4141.227051
	Iteration 9Q: 3 clusters Score -392794 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -392838.718750 Penalty: 4141.227051
	Iteration 10Q: 3 clusters Score -392838.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -392887.875000 Penalty: 4141.227051
	Iteration 11Q: 3 clusters Score -392887.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -392948.343750 Penalty: 4141.227051
	Iteration 12Q: 3 clusters Score -392948.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -392998.187500 Penalty: 4141.227051
	Iteration 13Q: 3 clusters Score -392998.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -393048.062500 Penalty: 4141.227051
	Iteration 14Q: 3 clusters Score -393048.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -393092.750000 Penalty: 4141.227051
	Iteration 15Q: 3 clusters Score -393092.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -393140.781250 Penalty: 4141.227051
	Iteration 16Q: 3 clusters Score -393140.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -393187.281250 Penalty: 4141.227051
	Iteration 17Q: 3 clusters Score -393187.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -393228.093750 Penalty: 4141.227051
	Iteration 18Q: 3 clusters Score -393228.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -393255.875000 Penalty: 4141.227051
	Iteration 19Q: 3 clusters Score -393255.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -393287.281250 Penalty: 4141.227051
	Iteration 20F: 3 clusters Score -393287.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -393324.281250 Penalty: 4141.227051
	Iteration 21Q: 3 clusters Score -393324.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -393363.156250 Penalty: 4141.227051
	Iteration 22Q: 3 clusters Score -393363.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -393379.500000 Penalty: 4141.227051
	Iteration 23Q: 3 clusters Score -393379.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -393390.687500 Penalty: 4141.227051
	Iteration 24Q: 3 clusters Score -393390.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -393400.000000 Penalty: 4141.227051
	Iteration 25Q: 3 clusters Score -393400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -393407.000000 Penalty: 4141.227051
	Iteration 26Q: 3 clusters Score -393407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -393409.000000 Penalty: 4141.227051
	Iteration 27Q: 3 clusters Score -393409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -393409.437500 Penalty: 4141.227051
	Iteration 28Q: 3 clusters Score -393409.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -393409.968750 Penalty: 4141.227051
	Iteration 29Q: 3 clusters Score -393410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -393409.968750 Penalty: 4141.227051
	Iteration 30F: 3 clusters Score -393410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Entering Unmasked Estep 
Score: -1521564.875000 Penalty: 2394.605469
	Iteration 0F: 2 clusters Score -1521565 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 7833 members 
Entering Unmasked Estep 
Score: -1510396.250000 Penalty: 4789.210938
	Iteration 0F: 3 clusters Score -1510396 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1514035.875000 Penalty: 4789.210938
	Iteration 1F: 3 clusters Score -1514036 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1514410.250000 Penalty: 4789.210938
	Iteration 2F: 3 clusters Score -1514410 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1514702.125000 Penalty: 4789.210938
	Iteration 3F: 3 clusters Score -1514702 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1514951.750000 Penalty: 4789.210938
	Iteration 4Q: 3 clusters Score -1514952 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1515180.000000 Penalty: 4789.210938
	Iteration 5Q: 3 clusters Score -1515180 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1515381.375000 Penalty: 4789.210938
	Iteration 6Q: 3 clusters Score -1515381 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1515622.750000 Penalty: 4789.210938
	Iteration 7Q: 3 clusters Score -1515623 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1515897.875000 Penalty: 4789.210938
	Iteration 8Q: 3 clusters Score -1515898 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1516239.125000 Penalty: 4789.210938
	Iteration 9Q: 3 clusters Score -1516239 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1516594.500000 Penalty: 4789.210938
	Iteration 10Q: 3 clusters Score -1516594 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1516940.875000 Penalty: 4789.210938
	Iteration 11Q: 3 clusters Score -1516941 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1517339.125000 Penalty: 4789.210938
	Iteration 12Q: 3 clusters Score -1517339 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1517769.875000 Penalty: 4789.210938
	Iteration 13Q: 3 clusters Score -1517770 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1518127.375000 Penalty: 4789.210938
	Iteration 14Q: 3 clusters Score -1518127 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1518429.000000 Penalty: 4789.210938
	Iteration 15Q: 3 clusters Score -1518429 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1518692.625000 Penalty: 4789.210938
	Iteration 16Q: 3 clusters Score -1518693 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1518900.500000 Penalty: 4789.210938
	Iteration 17Q: 3 clusters Score -1518900 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1519063.375000 Penalty: 4789.210938
	Iteration 18Q: 3 clusters Score -1519063 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1519190.625000 Penalty: 4789.210938
	Iteration 19Q: 3 clusters Score -1519191 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1519296.750000 Penalty: 4789.210938
	Iteration 20F: 3 clusters Score -1519297 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1519366.875000 Penalty: 4789.210938
	Iteration 21Q: 3 clusters Score -1519367 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1519427.750000 Penalty: 4789.210938
	Iteration 22Q: 3 clusters Score -1519428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1519473.250000 Penalty: 4789.210938
	Iteration 23Q: 3 clusters Score -1519473 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1519516.875000 Penalty: 4789.210938
	Iteration 24Q: 3 clusters Score -1519517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1519542.125000 Penalty: 4789.210938
	Iteration 25Q: 3 clusters Score -1519542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1519557.625000 Penalty: 4789.210938
	Iteration 26Q: 3 clusters Score -1519558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1519577.000000 Penalty: 4789.210938
	Iteration 27Q: 3 clusters Score -1519577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1519598.375000 Penalty: 4789.210938
	Iteration 28Q: 3 clusters Score -1519598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1519606.375000 Penalty: 4789.210938
	Iteration 29Q: 3 clusters Score -1519606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1519620.500000 Penalty: 4789.210938
	Iteration 30Q: 3 clusters Score -1519620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1519625.500000 Penalty: 4789.210938
	Iteration 31Q: 3 clusters Score -1519626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1519635.625000 Penalty: 4789.210938
	Iteration 32Q: 3 clusters Score -1519636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1519637.000000 Penalty: 4789.210938
	Iteration 33Q: 3 clusters Score -1519637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1519639.625000 Penalty: 4789.210938
	Iteration 34Q: 3 clusters Score -1519640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1519640.375000 Penalty: 4789.210938
	Iteration 35Q: 3 clusters Score -1519640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1519639.375000 Penalty: 4789.210938
	Iteration 36Q: 3 clusters Score -1519639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1519643.000000 Penalty: 4789.210938
	Iteration 37Q: 3 clusters Score -1519643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1519646.875000 Penalty: 4789.210938
	Iteration 38Q: 3 clusters Score -1519647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1519646.875000 Penalty: 4789.210938
	Iteration 39F: 3 clusters Score -1519647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Entering Unmasked Estep 
Score: -557292.625000 Penalty: 2158.016357
	Iteration 0F: 2 clusters Score -557292.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -552168.875000 Penalty: 4316.032715
	Iteration 0F: 3 clusters Score -552168.9 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -553411.000000 Penalty: 4316.032715
	Iteration 1F: 3 clusters Score -553411 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -553635.312500 Penalty: 4316.032715
	Iteration 2F: 3 clusters Score -553635.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -553782.437500 Penalty: 4316.032715
	Iteration 3Q: 3 clusters Score -553782.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -553895.250000 Penalty: 4316.032715
	Iteration 4Q: 3 clusters Score -553895.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -554002.562500 Penalty: 4316.032715
	Iteration 5Q: 3 clusters Score -554002.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -554124.562500 Penalty: 4316.032715
	Iteration 6Q: 3 clusters Score -554124.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -554266.062500 Penalty: 4316.032715
	Iteration 7Q: 3 clusters Score -554266.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -554426.000000 Penalty: 4316.032715
	Iteration 8Q: 3 clusters Score -554426 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -554590.375000 Penalty: 4316.032715
	Iteration 9Q: 3 clusters Score -554590.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -554764.062500 Penalty: 4316.032715
	Iteration 10Q: 3 clusters Score -554764.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -554948.500000 Penalty: 4316.032715
	Iteration 11Q: 3 clusters Score -554948.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -555124.125000 Penalty: 4316.032715
	Iteration 12Q: 3 clusters Score -555124.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -555249.750000 Penalty: 4316.032715
	Iteration 13Q: 3 clusters Score -555249.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -555345.562500 Penalty: 4316.032715
	Iteration 14Q: 3 clusters Score -555345.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -555427.750000 Penalty: 4316.032715
	Iteration 15Q: 3 clusters Score -555427.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -555492.687500 Penalty: 4316.032715
	Iteration 16Q: 3 clusters Score -555492.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -555547.750000 Penalty: 4316.032715
	Iteration 17Q: 3 clusters Score -555547.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -555606.500000 Penalty: 4316.032715
	Iteration 18Q: 3 clusters Score -555606.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -555665.812500 Penalty: 4316.032715
	Iteration 19Q: 3 clusters Score -555665.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -555727.937500 Penalty: 4316.032715
	Iteration 20F: 3 clusters Score -555727.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -555796.500000 Penalty: 4316.032715
	Iteration 21Q: 3 clusters Score -555796.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -555864.000000 Penalty: 4316.032715
	Iteration 22Q: 3 clusters Score -555864 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -555930.812500 Penalty: 4316.032715
	Iteration 23Q: 3 clusters Score -555930.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -555969.750000 Penalty: 4316.032715
	Iteration 24Q: 3 clusters Score -555969.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -555996.312500 Penalty: 4316.032715
	Iteration 25Q: 3 clusters Score -555996.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -556014.875000 Penalty: 4316.032715
	Iteration 26Q: 3 clusters Score -556014.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -556033.687500 Penalty: 4316.032715
	Iteration 27Q: 3 clusters Score -556033.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -556048.062500 Penalty: 4316.032715
	Iteration 28Q: 3 clusters Score -556048.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -556055.500000 Penalty: 4316.032715
	Iteration 29Q: 3 clusters Score -556055.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -556064.875000 Penalty: 4316.032715
	Iteration 30Q: 3 clusters Score -556064.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -556075.687500 Penalty: 4316.032715
	Iteration 31Q: 3 clusters Score -556075.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -556081.312500 Penalty: 4316.032715
	Iteration 32Q: 3 clusters Score -556081.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -556083.125000 Penalty: 4316.032715
	Iteration 33Q: 3 clusters Score -556083.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -556088.687500 Penalty: 4316.032715
	Iteration 34Q: 3 clusters Score -556088.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -556092.125000 Penalty: 4316.032715
	Iteration 35Q: 3 clusters Score -556092.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -556094.500000 Penalty: 4316.032715
	Iteration 36Q: 3 clusters Score -556094.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -556099.750000 Penalty: 4316.032715
	Iteration 37Q: 3 clusters Score -556099.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -556105.937500 Penalty: 4316.032715
	Iteration 38Q: 3 clusters Score -556105.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -556112.562500 Penalty: 4316.032715
	Iteration 39Q: 3 clusters Score -556112.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -556120.312500 Penalty: 4316.032715
	Iteration 40F: 3 clusters Score -556120.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -556124.625000 Penalty: 4316.032715
	Iteration 41Q: 3 clusters Score -556124.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -556126.250000 Penalty: 4316.032715
	Iteration 42Q: 3 clusters Score -556126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -556128.500000 Penalty: 4316.032715
	Iteration 43Q: 3 clusters Score -556128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -556130.562500 Penalty: 4316.032715
	Iteration 44Q: 3 clusters Score -556130.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -556133.875000 Penalty: 4316.032715
	Iteration 45Q: 3 clusters Score -556133.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -556135.312500 Penalty: 4316.032715
	Iteration 46Q: 3 clusters Score -556135.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -556137.312500 Penalty: 4316.032715
	Iteration 47Q: 3 clusters Score -556137.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -556138.625000 Penalty: 4316.032715
	Iteration 48Q: 3 clusters Score -556138.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -556142.437500 Penalty: 4316.032715
	Iteration 49Q: 3 clusters Score -556142.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -556144.562500 Penalty: 4316.032715
	Iteration 50Q: 3 clusters Score -556144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -556144.562500 Penalty: 4316.032715
	Iteration 51Q: 3 clusters Score -556144.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -556149.500000 Penalty: 4316.032715
	Iteration 52Q: 3 clusters Score -556149.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -556155.187500 Penalty: 4316.032715
	Iteration 53Q: 3 clusters Score -556155.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -556172.312500 Penalty: 4316.032715
	Iteration 54Q: 3 clusters Score -556172.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -556200.250000 Penalty: 4316.032715
	Iteration 55Q: 3 clusters Score -556200.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -556227.500000 Penalty: 4316.032715
	Iteration 56Q: 3 clusters Score -556227.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -556275.875000 Penalty: 4316.032715
	Iteration 57Q: 3 clusters Score -556275.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -556318.437500 Penalty: 4316.032715
	Iteration 58Q: 3 clusters Score -556318.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -556347.187500 Penalty: 4316.032715
	Iteration 59Q: 3 clusters Score -556347.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -556374.312500 Penalty: 4316.032715
	Iteration 60F: 3 clusters Score -556374.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -556400.250000 Penalty: 4316.032715
	Iteration 61Q: 3 clusters Score -556400.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -556437.437500 Penalty: 4316.032715
	Iteration 62Q: 3 clusters Score -556437.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -556460.125000 Penalty: 4316.032715
	Iteration 63Q: 3 clusters Score -556460.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -556474.500000 Penalty: 4316.032715
	Iteration 64Q: 3 clusters Score -556474.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -556484.500000 Penalty: 4316.032715
	Iteration 65Q: 3 clusters Score -556484.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -556488.437500 Penalty: 4316.032715
	Iteration 66Q: 3 clusters Score -556488.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -556491.250000 Penalty: 4316.032715
	Iteration 67Q: 3 clusters Score -556491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -556491.875000 Penalty: 4316.032715
	Iteration 68Q: 3 clusters Score -556491.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -556491.875000 Penalty: 4316.032715
	Iteration 69F: 3 clusters Score -556491.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Entering Unmasked Estep 
Score: -1860177.000000 Penalty: 2442.087891
	Iteration 0F: 2 clusters Score -1860177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1846819.375000 Penalty: 4884.175781
	Iteration 0F: 3 clusters Score -1846819 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1851315.375000 Penalty: 4884.175781
	Iteration 1F: 3 clusters Score -1851315 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1851717.875000 Penalty: 4884.175781
	Iteration 2F: 3 clusters Score -1851718 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1852064.875000 Penalty: 4884.175781
	Iteration 3Q: 3 clusters Score -1852065 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1852382.000000 Penalty: 4884.175781
	Iteration 4Q: 3 clusters Score -1852382 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1852715.875000 Penalty: 4884.175781
	Iteration 5Q: 3 clusters Score -1852716 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1853116.125000 Penalty: 4884.175781
	Iteration 6Q: 3 clusters Score -1853116 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1853591.875000 Penalty: 4884.175781
	Iteration 7Q: 3 clusters Score -1853592 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1854206.375000 Penalty: 4884.175781
	Iteration 8Q: 3 clusters Score -1854206 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1854920.375000 Penalty: 4884.175781
	Iteration 9F: 3 clusters Score -1854920 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1855642.500000 Penalty: 4884.175781
	Iteration 10Q: 3 clusters Score -1855642 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1856300.750000 Penalty: 4884.175781
	Iteration 11Q: 3 clusters Score -1856301 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1856787.250000 Penalty: 4884.175781
	Iteration 12Q: 3 clusters Score -1856787 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1857146.375000 Penalty: 4884.175781
	Iteration 13Q: 3 clusters Score -1857146 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1857387.125000 Penalty: 4884.175781
	Iteration 14Q: 3 clusters Score -1857387 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1857547.500000 Penalty: 4884.175781
	Iteration 15Q: 3 clusters Score -1857548 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1857683.375000 Penalty: 4884.175781
	Iteration 16Q: 3 clusters Score -1857683 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1857789.875000 Penalty: 4884.175781
	Iteration 17Q: 3 clusters Score -1857790 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1857854.375000 Penalty: 4884.175781
	Iteration 18Q: 3 clusters Score -1857854 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1857902.625000 Penalty: 4884.175781
	Iteration 19Q: 3 clusters Score -1857903 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1857952.250000 Penalty: 4884.175781
	Iteration 20F: 3 clusters Score -1857952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1858000.250000 Penalty: 4884.175781
	Iteration 21Q: 3 clusters Score -1858000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1858022.000000 Penalty: 4884.175781
	Iteration 22Q: 3 clusters Score -1858022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1858042.750000 Penalty: 4884.175781
	Iteration 23Q: 3 clusters Score -1858043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1858059.750000 Penalty: 4884.175781
	Iteration 24Q: 3 clusters Score -1858060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1858071.000000 Penalty: 4884.175781
	Iteration 25Q: 3 clusters Score -1858071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1858086.125000 Penalty: 4884.175781
	Iteration 26Q: 3 clusters Score -1858086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1858089.375000 Penalty: 4884.175781
	Iteration 27Q: 3 clusters Score -1858089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1858092.625000 Penalty: 4884.175781
	Iteration 28Q: 3 clusters Score -1858093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1858096.000000 Penalty: 4884.175781
	Iteration 29Q: 3 clusters Score -1858096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1858102.875000 Penalty: 4884.175781
	Iteration 30Q: 3 clusters Score -1858103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1858108.625000 Penalty: 4884.175781
	Iteration 31Q: 3 clusters Score -1858109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1858108.000000 Penalty: 4884.175781
	Iteration 32Q: 3 clusters Score -1858108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1858108.625000 Penalty: 4884.175781
	Iteration 33Q: 3 clusters Score -1858109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1858111.500000 Penalty: 4884.175781
	Iteration 34Q: 3 clusters Score -1858112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1858112.750000 Penalty: 4884.175781
	Iteration 35Q: 3 clusters Score -1858113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1858113.250000 Penalty: 4884.175781
	Iteration 36Q: 3 clusters Score -1858113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1858113.250000 Penalty: 4884.175781
	Iteration 37Q: 3 clusters Score -1858113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1858114.250000 Penalty: 4884.175781
	Iteration 38Q: 3 clusters Score -1858114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1858116.250000 Penalty: 4884.175781
	Iteration 39Q: 3 clusters Score -1858116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1858117.125000 Penalty: 4884.175781
	Iteration 40F: 3 clusters Score -1858117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1858122.125000 Penalty: 4884.175781
	Iteration 41Q: 3 clusters Score -1858122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1858123.500000 Penalty: 4884.175781
	Iteration 42Q: 3 clusters Score -1858124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1858124.375000 Penalty: 4884.175781
	Iteration 43Q: 3 clusters Score -1858124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1858129.625000 Penalty: 4884.175781
	Iteration 44Q: 3 clusters Score -1858130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1858142.750000 Penalty: 4884.175781
	Iteration 45Q: 3 clusters Score -1858143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1858143.000000 Penalty: 4884.175781
	Iteration 46Q: 3 clusters Score -1858143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1858146.375000 Penalty: 4884.175781
	Iteration 47Q: 3 clusters Score -1858146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1858147.750000 Penalty: 4884.175781
	Iteration 48Q: 3 clusters Score -1858148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1858150.500000 Penalty: 4884.175781
	Iteration 49Q: 3 clusters Score -1858150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1858151.250000 Penalty: 4884.175781
	Iteration 50Q: 3 clusters Score -1858151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1858151.250000 Penalty: 4884.175781
	Iteration 51F: 3 clusters Score -1858151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (102343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Entering Unmasked Estep 
Score: -10086365.000000 Penalty: 2860.949219
	Iteration 0F: 2 clusters Score -1.008636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -10017562.000000 Penalty: 5721.898438
	Iteration 0F: 3 clusters Score -1.001756e+07 nChanged 48438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -10045381.000000 Penalty: 5721.898438
	Iteration 1F: 3 clusters Score -1.004538e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -10046171.000000 Penalty: 5721.898438
	Iteration 2Q: 3 clusters Score -1.004617e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -10047001.000000 Penalty: 5721.898438
	Iteration 3Q: 3 clusters Score -1.0047e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -10048013.000000 Penalty: 5721.898438
	Iteration 4Q: 3 clusters Score -1.004801e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -10049094.000000 Penalty: 5721.898438
	Iteration 5Q: 3 clusters Score -1.004909e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -10050395.000000 Penalty: 5721.898438
	Iteration 6Q: 3 clusters Score -1.00504e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58990 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -10051953.000000 Penalty: 5721.898438
	Iteration 7Q: 3 clusters Score -1.005195e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -10054327.000000 Penalty: 5721.898438
	Iteration 8F: 3 clusters Score -1.005433e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68016 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -10057755.000000 Penalty: 5721.898438
	Iteration 9F: 3 clusters Score -1.005776e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -10061919.000000 Penalty: 5721.898438
	Iteration 10F: 3 clusters Score -1.006192e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80461 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -10066875.000000 Penalty: 5721.898438
	Iteration 11F: 3 clusters Score -1.006688e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86485 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -10071697.000000 Penalty: 5721.898438
	Iteration 12F: 3 clusters Score -1.00717e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91543 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -10075997.000000 Penalty: 5721.898438
	Iteration 13Q: 3 clusters Score -1.0076e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95355 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -10079229.000000 Penalty: 5721.898438
	Iteration 14Q: 3 clusters Score -1.007923e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97898 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -10081395.000000 Penalty: 5721.898438
	Iteration 15Q: 3 clusters Score -1.00814e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99273 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -10082594.000000 Penalty: 5721.898438
	Iteration 16Q: 3 clusters Score -1.008259e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100002 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -10083286.000000 Penalty: 5721.898438
	Iteration 17Q: 3 clusters Score -1.008329e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100348 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -10083710.000000 Penalty: 5721.898438
	Iteration 18Q: 3 clusters Score -1.008371e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100525 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -10083905.000000 Penalty: 5721.898438
	Iteration 19Q: 3 clusters Score -1.00839e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100637 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -10084000.000000 Penalty: 5721.898438
	Iteration 20F: 3 clusters Score -1.0084e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100714 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -10084050.000000 Penalty: 5721.898438
	Iteration 21Q: 3 clusters Score -1.008405e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100782 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -10084097.000000 Penalty: 5721.898438
	Iteration 22Q: 3 clusters Score -1.00841e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10084138.000000 Penalty: 5721.898438
	Iteration 23Q: 3 clusters Score -1.008414e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100875 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -10084171.000000 Penalty: 5721.898438
	Iteration 24Q: 3 clusters Score -1.008417e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100911 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -10084167.000000 Penalty: 5721.898438
	Iteration 25Q: 3 clusters Score -1.008417e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100948 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -10084195.000000 Penalty: 5721.898438
	Iteration 26Q: 3 clusters Score -1.00842e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100983 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -10084203.000000 Penalty: 5721.898438
	Iteration 27Q: 3 clusters Score -1.00842e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101011 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -10084210.000000 Penalty: 5721.898438
	Iteration 28Q: 3 clusters Score -1.008421e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101036 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -10084229.000000 Penalty: 5721.898438
	Iteration 29Q: 3 clusters Score -1.008423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101048 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -10084232.000000 Penalty: 5721.898438
	Iteration 30Q: 3 clusters Score -1.008423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101060 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -10084229.000000 Penalty: 5721.898438
	Iteration 31Q: 3 clusters Score -1.008423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -10084230.000000 Penalty: 5721.898438
	Iteration 32Q: 3 clusters Score -1.008423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -10084231.000000 Penalty: 5721.898438
	Iteration 33Q: 3 clusters Score -1.008423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101074 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -10084225.000000 Penalty: 5721.898438
	Iteration 34Q: 3 clusters Score -1.008422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101075 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -10084225.000000 Penalty: 5721.898438
	Iteration 35Q: 3 clusters Score -1.008422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101075 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -10084229.000000 Penalty: 5721.898438
	Iteration 36Q: 3 clusters Score -1.008423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101074 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -10084233.000000 Penalty: 5721.898438
	Iteration 37Q: 3 clusters Score -1.008423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101075 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -10084232.000000 Penalty: 5721.898438
	Iteration 38Q: 3 clusters Score -1.008423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101077 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -10084235.000000 Penalty: 5721.898438
	Iteration 39Q: 3 clusters Score -1.008424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101077 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -10084235.000000 Penalty: 5721.898438
	Iteration 40F: 3 clusters Score -1.008424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Entering Unmasked Estep 
Score: -559612.000000 Penalty: 2158.881104
	Iteration 0F: 2 clusters Score -559612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -554450.000000 Penalty: 4317.762207
	Iteration 0F: 3 clusters Score -554450 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -555812.875000 Penalty: 4317.762207
	Iteration 1F: 3 clusters Score -555812.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -556201.375000 Penalty: 4317.762207
	Iteration 2F: 3 clusters Score -556201.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -556455.500000 Penalty: 4317.762207
	Iteration 3F: 3 clusters Score -556455.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -556672.687500 Penalty: 4317.762207
	Iteration 4F: 3 clusters Score -556672.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -556879.625000 Penalty: 4317.762207
	Iteration 5Q: 3 clusters Score -556879.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -557028.875000 Penalty: 4317.762207
	Iteration 6Q: 3 clusters Score -557028.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -557179.062500 Penalty: 4317.762207
	Iteration 7Q: 3 clusters Score -557179.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -557310.375000 Penalty: 4317.762207
	Iteration 8Q: 3 clusters Score -557310.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -557421.437500 Penalty: 4317.762207
	Iteration 9Q: 3 clusters Score -557421.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -557511.437500 Penalty: 4317.762207
	Iteration 10Q: 3 clusters Score -557511.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -557591.687500 Penalty: 4317.762207
	Iteration 11Q: 3 clusters Score -557591.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -557659.750000 Penalty: 4317.762207
	Iteration 12Q: 3 clusters Score -557659.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -557719.437500 Penalty: 4317.762207
	Iteration 13Q: 3 clusters Score -557719.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -557776.437500 Penalty: 4317.762207
	Iteration 14Q: 3 clusters Score -557776.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -557821.687500 Penalty: 4317.762207
	Iteration 15Q: 3 clusters Score -557821.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -557863.062500 Penalty: 4317.762207
	Iteration 16Q: 3 clusters Score -557863.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -557895.562500 Penalty: 4317.762207
	Iteration 17Q: 3 clusters Score -557895.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -557927.000000 Penalty: 4317.762207
	Iteration 18Q: 3 clusters Score -557927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -557952.687500 Penalty: 4317.762207
	Iteration 19Q: 3 clusters Score -557952.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -557972.062500 Penalty: 4317.762207
	Iteration 20F: 3 clusters Score -557972.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -557987.562500 Penalty: 4317.762207
	Iteration 21Q: 3 clusters Score -557987.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -557998.937500 Penalty: 4317.762207
	Iteration 22Q: 3 clusters Score -557998.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -558007.562500 Penalty: 4317.762207
	Iteration 23Q: 3 clusters Score -558007.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -558016.187500 Penalty: 4317.762207
	Iteration 24Q: 3 clusters Score -558016.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -558022.687500 Penalty: 4317.762207
	Iteration 25Q: 3 clusters Score -558022.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -558027.625000 Penalty: 4317.762207
	Iteration 26Q: 3 clusters Score -558027.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -558033.937500 Penalty: 4317.762207
	Iteration 27Q: 3 clusters Score -558033.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -558039.312500 Penalty: 4317.762207
	Iteration 28Q: 3 clusters Score -558039.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -558044.437500 Penalty: 4317.762207
	Iteration 29Q: 3 clusters Score -558044.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -558049.062500 Penalty: 4317.762207
	Iteration 30Q: 3 clusters Score -558049.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -558052.687500 Penalty: 4317.762207
	Iteration 31Q: 3 clusters Score -558052.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -558054.375000 Penalty: 4317.762207
	Iteration 32Q: 3 clusters Score -558054.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -558057.562500 Penalty: 4317.762207
	Iteration 33Q: 3 clusters Score -558057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -558059.375000 Penalty: 4317.762207
	Iteration 34Q: 3 clusters Score -558059.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -558061.437500 Penalty: 4317.762207
	Iteration 35Q: 3 clusters Score -558061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -558060.125000 Penalty: 4317.762207
	Iteration 36Q: 3 clusters Score -558060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -558061.562500 Penalty: 4317.762207
	Iteration 37Q: 3 clusters Score -558061.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -558062.312500 Penalty: 4317.762207
	Iteration 38Q: 3 clusters Score -558062.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -558063.125000 Penalty: 4317.762207
	Iteration 39Q: 3 clusters Score -558063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -558064.500000 Penalty: 4317.762207
	Iteration 40F: 3 clusters Score -558064.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -558064.562500 Penalty: 4317.762207
	Iteration 41Q: 3 clusters Score -558064.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -558064.562500 Penalty: 4317.762207
	Iteration 42F: 3 clusters Score -558064.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (45569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Entering Unmasked Estep 
Score: -4072821.750000 Penalty: 2660.291748
	Iteration 0F: 2 clusters Score -4072822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -4042208.500000 Penalty: 5320.583496
	Iteration 0F: 3 clusters Score -4042208 nChanged 20929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -4054332.750000 Penalty: 5320.583496
	Iteration 1F: 3 clusters Score -4054333 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -4055758.000000 Penalty: 5320.583496
	Iteration 2F: 3 clusters Score -4055758 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -4057638.000000 Penalty: 5320.583496
	Iteration 3F: 3 clusters Score -4057638 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -4059778.750000 Penalty: 5320.583496
	Iteration 4F: 3 clusters Score -4059779 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -4061788.250000 Penalty: 5320.583496
	Iteration 5F: 3 clusters Score -4061788 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -4063560.750000 Penalty: 5320.583496
	Iteration 6F: 3 clusters Score -4063561 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -4065074.500000 Penalty: 5320.583496
	Iteration 7F: 3 clusters Score -4065074 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -4066259.000000 Penalty: 5320.583496
	Iteration 8Q: 3 clusters Score -4066259 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -4067138.750000 Penalty: 5320.583496
	Iteration 9Q: 3 clusters Score -4067139 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -4067858.500000 Penalty: 5320.583496
	Iteration 10Q: 3 clusters Score -4067858 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -4068385.000000 Penalty: 5320.583496
	Iteration 11Q: 3 clusters Score -4068385 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -4068734.750000 Penalty: 5320.583496
	Iteration 12Q: 3 clusters Score -4068735 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -4068951.500000 Penalty: 5320.583496
	Iteration 13Q: 3 clusters Score -4068952 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -4069108.250000 Penalty: 5320.583496
	Iteration 14Q: 3 clusters Score -4069108 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -4069213.250000 Penalty: 5320.583496
	Iteration 15Q: 3 clusters Score -4069213 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -4069321.750000 Penalty: 5320.583496
	Iteration 16Q: 3 clusters Score -4069322 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -4069365.500000 Penalty: 5320.583496
	Iteration 17Q: 3 clusters Score -4069366 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -4069441.500000 Penalty: 5320.583496
	Iteration 18Q: 3 clusters Score -4069442 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -4069489.750000 Penalty: 5320.583496
	Iteration 19Q: 3 clusters Score -4069490 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -4069553.750000 Penalty: 5320.583496
	Iteration 20F: 3 clusters Score -4069554 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -4069600.500000 Penalty: 5320.583496
	Iteration 21Q: 3 clusters Score -4069600 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -4069640.000000 Penalty: 5320.583496
	Iteration 22Q: 3 clusters Score -4069640 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -4069692.500000 Penalty: 5320.583496
	Iteration 23Q: 3 clusters Score -4069692 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -4069724.000000 Penalty: 5320.583496
	Iteration 24Q: 3 clusters Score -4069724 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -4069757.250000 Penalty: 5320.583496
	Iteration 25Q: 3 clusters Score -4069757 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -4069771.000000 Penalty: 5320.583496
	Iteration 26Q: 3 clusters Score -4069771 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -4069782.500000 Penalty: 5320.583496
	Iteration 27Q: 3 clusters Score -4069782 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -4069806.000000 Penalty: 5320.583496
	Iteration 28Q: 3 clusters Score -4069806 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -4069827.000000 Penalty: 5320.583496
	Iteration 29Q: 3 clusters Score -4069827 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -4069842.000000 Penalty: 5320.583496
	Iteration 30Q: 3 clusters Score -4069842 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -4069835.750000 Penalty: 5320.583496
	Iteration 31Q: 3 clusters Score -4069836 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -4069857.250000 Penalty: 5320.583496
	Iteration 32Q: 3 clusters Score -4069857 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -4069856.000000 Penalty: 5320.583496
	Iteration 33Q: 3 clusters Score -4069856 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -4069870.500000 Penalty: 5320.583496
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	Iteration 127Q: 3 clusters Score -4070370 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4070369 nChanged 57
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Mstep: Class 1 contains 35630 members 
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Mstep: Class 1 contains 35672 members 
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	Iteration 134Q: 3 clusters Score -4070409 nChanged 66
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4070403 nChanged 61
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	Iteration 136Q: 3 clusters Score -4070408 nChanged 67
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Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4070414 nChanged 62
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Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4070421 nChanged 66
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	Iteration 139Q: 3 clusters Score -4070425 nChanged 69
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Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4070439 nChanged 63
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Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4070450 nChanged 64
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Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4070458 nChanged 69
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Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4070464 nChanged 87
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Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4070475 nChanged 100
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Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4070490 nChanged 108
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Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4070514 nChanged 125
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Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4070530 nChanged 136
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Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 8818 members 
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	Iteration 148Q: 3 clusters Score -4070546 nChanged 164
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Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 8664 members 
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	Iteration 149Q: 3 clusters Score -4070603 nChanged 176
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Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4070648 nChanged 177
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Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4070695 nChanged 174
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Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4070746 nChanged 179
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Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4070784 nChanged 210
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Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4070870 nChanged 209
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Mstep: Class 1 contains 37988 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4070930 nChanged 213
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Mstep: Class 1 contains 38189 members 
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	Iteration 156Q: 3 clusters Score -4071003 nChanged 236
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Mstep: Class 1 contains 38417 members 
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	Iteration 157Q: 3 clusters Score -4071079 nChanged 227
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	Iteration 158Q: 3 clusters Score -4071182 nChanged 235
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Mstep: Class 1 contains 38863 members 
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	Iteration 159Q: 3 clusters Score -4071238 nChanged 203
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Mstep: Class 1 contains 39048 members 
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	Iteration 160F: 3 clusters Score -4071282 nChanged 183
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Mstep: Class 1 contains 39225 members 
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	Iteration 161Q: 3 clusters Score -4071320 nChanged 154
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Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 6200 members 
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	Iteration 162Q: 3 clusters Score -4071338 nChanged 136
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Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 6072 members 
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	Iteration 163Q: 3 clusters Score -4071358 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4071386 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4071412 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4071448 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4071453 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4071478 nChanged 92
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Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4071486 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4071520 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4071557 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4071606 nChanged 115
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Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4071627 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4071665 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4071703 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4071730 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4071757 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4071788 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -4071793.000000 Penalty: 5320.583496
	Iteration 179Q: 3 clusters Score -4071793 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -4071810.750000 Penalty: 5320.583496
	Iteration 180F: 3 clusters Score -4071811 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4071844.500000 Penalty: 5320.583496
	Iteration 181Q: 3 clusters Score -4071844 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -4071864.000000 Penalty: 5320.583496
	Iteration 182Q: 3 clusters Score -4071864 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -4071894.000000 Penalty: 5320.583496
	Iteration 183Q: 3 clusters Score -4071894 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4071914.250000 Penalty: 5320.583496
	Iteration 184Q: 3 clusters Score -4071914 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4071944 nChanged 88
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Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -4071971 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4071990 nChanged 74
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Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4072010 nChanged 60
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Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4072033 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4072040 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -4072047.750000 Penalty: 5320.583496
	Iteration 191Q: 3 clusters Score -4072048 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4072071.000000 Penalty: 5320.583496
	Iteration 192Q: 3 clusters Score -4072071 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4072068 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -4072069.000000 Penalty: 5320.583496
	Iteration 194Q: 3 clusters Score -4072069 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -4072092.250000 Penalty: 5320.583496
	Iteration 195Q: 3 clusters Score -4072092 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4072090 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4072085 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4072093 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -4072098 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -4072111.750000 Penalty: 5320.583496
	Iteration 200F: 3 clusters Score -4072112 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4072104 nChanged 18
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Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4072111 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4072106 nChanged 15
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Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -4072106 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4072106 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -4072104 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -4072106.250000 Penalty: 5320.583496
	Iteration 207Q: 3 clusters Score -4072106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -4072099 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4072101 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -4072101 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42154 members 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -4072103 nChanged 0
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Mstep: Class 1 contains 42154 members 
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Entering Unmasked Estep 
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	Iteration 212F: 3 clusters Score -4072103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -274374.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -271042.7 nChanged 1156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -271913.8 nChanged 294
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Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -272219.2 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -272416.8 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -272585.125000 Penalty: 3993.939209
	Iteration 4F: 3 clusters Score -272585.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -272814.406250 Penalty: 3993.939209
	Iteration 5F: 3 clusters Score -272814.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -273089.531250 Penalty: 3993.939209
	Iteration 6F: 3 clusters Score -273089.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -273309.718750 Penalty: 3993.939209
	Iteration 7F: 3 clusters Score -273309.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -273436.500000 Penalty: 3993.939209
	Iteration 8Q: 3 clusters Score -273436.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -273514.593750 Penalty: 3993.939209
	Iteration 9Q: 3 clusters Score -273514.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -273562.406250 Penalty: 3993.939209
	Iteration 10Q: 3 clusters Score -273562.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -273580.906250 Penalty: 3993.939209
	Iteration 11Q: 3 clusters Score -273580.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -273596.281250 Penalty: 3993.939209
	Iteration 12Q: 3 clusters Score -273596.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -273604.562500 Penalty: 3993.939209
	Iteration 13Q: 3 clusters Score -273604.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -273610.093750 Penalty: 3993.939209
	Iteration 14Q: 3 clusters Score -273610.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -273612.718750 Penalty: 3993.939209
	Iteration 15Q: 3 clusters Score -273612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -273613.718750 Penalty: 3993.939209
	Iteration 16Q: 3 clusters Score -273613.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -273613.718750 Penalty: 3993.939209
	Iteration 17F: 3 clusters Score -273613.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Entering Unmasked Estep 
Score: -428367.343750 Penalty: 2080.899170
	Iteration 0F: 2 clusters Score -428367.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -424201.843750 Penalty: 4161.798340
	Iteration 0F: 3 clusters Score -424201.8 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -425167.687500 Penalty: 4161.798340
	Iteration 1F: 3 clusters Score -425167.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -425357.718750 Penalty: 4161.798340
	Iteration 2F: 3 clusters Score -425357.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -425466.687500 Penalty: 4161.798340
	Iteration 3Q: 3 clusters Score -425466.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -425536.343750 Penalty: 4161.798340
	Iteration 4Q: 3 clusters Score -425536.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -425593.031250 Penalty: 4161.798340
	Iteration 5Q: 3 clusters Score -425593 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -425633.437500 Penalty: 4161.798340
	Iteration 6Q: 3 clusters Score -425633.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -425663.187500 Penalty: 4161.798340
	Iteration 7Q: 3 clusters Score -425663.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -425686.250000 Penalty: 4161.798340
	Iteration 8Q: 3 clusters Score -425686.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -425705.218750 Penalty: 4161.798340
	Iteration 9Q: 3 clusters Score -425705.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -425720.437500 Penalty: 4161.798340
	Iteration 10Q: 3 clusters Score -425720.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -425733.312500 Penalty: 4161.798340
	Iteration 11Q: 3 clusters Score -425733.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -425742.281250 Penalty: 4161.798340
	Iteration 12Q: 3 clusters Score -425742.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -425751.781250 Penalty: 4161.798340
	Iteration 13Q: 3 clusters Score -425751.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -425763.312500 Penalty: 4161.798340
	Iteration 14Q: 3 clusters Score -425763.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -425776.093750 Penalty: 4161.798340
	Iteration 15Q: 3 clusters Score -425776.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -425788.843750 Penalty: 4161.798340
	Iteration 16Q: 3 clusters Score -425788.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -425804.500000 Penalty: 4161.798340
	Iteration 17Q: 3 clusters Score -425804.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -425816.093750 Penalty: 4161.798340
	Iteration 18Q: 3 clusters Score -425816.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -425826.500000 Penalty: 4161.798340
	Iteration 19Q: 3 clusters Score -425826.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -425838.312500 Penalty: 4161.798340
	Iteration 20F: 3 clusters Score -425838.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -425848.312500 Penalty: 4161.798340
	Iteration 21Q: 3 clusters Score -425848.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -425866.562500 Penalty: 4161.798340
	Iteration 22Q: 3 clusters Score -425866.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -425888.187500 Penalty: 4161.798340
	Iteration 23Q: 3 clusters Score -425888.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -425912.781250 Penalty: 4161.798340
	Iteration 24Q: 3 clusters Score -425912.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -425937.062500 Penalty: 4161.798340
	Iteration 25Q: 3 clusters Score -425937.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -425968.531250 Penalty: 4161.798340
	Iteration 26Q: 3 clusters Score -425968.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -425998.375000 Penalty: 4161.798340
	Iteration 27Q: 3 clusters Score -425998.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -426033.781250 Penalty: 4161.798340
	Iteration 28Q: 3 clusters Score -426033.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -426076.218750 Penalty: 4161.798340
	Iteration 29Q: 3 clusters Score -426076.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -426128.125000 Penalty: 4161.798340
	Iteration 30Q: 3 clusters Score -426128.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -426183.968750 Penalty: 4161.798340
	Iteration 31Q: 3 clusters Score -426184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -426233.750000 Penalty: 4161.798340
	Iteration 32Q: 3 clusters Score -426233.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -426278.093750 Penalty: 4161.798340
	Iteration 33Q: 3 clusters Score -426278.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -426321.281250 Penalty: 4161.798340
	Iteration 34Q: 3 clusters Score -426321.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -426350.062500 Penalty: 4161.798340
	Iteration 35Q: 3 clusters Score -426350.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -426369.156250 Penalty: 4161.798340
	Iteration 36Q: 3 clusters Score -426369.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -426383.843750 Penalty: 4161.798340
	Iteration 37Q: 3 clusters Score -426383.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -426400.343750 Penalty: 4161.798340
	Iteration 38Q: 3 clusters Score -426400.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -426418.093750 Penalty: 4161.798340
	Iteration 39Q: 3 clusters Score -426418.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -426431.593750 Penalty: 4161.798340
	Iteration 40F: 3 clusters Score -426431.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -426439.062500 Penalty: 4161.798340
	Iteration 41Q: 3 clusters Score -426439.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -426444.343750 Penalty: 4161.798340
	Iteration 42Q: 3 clusters Score -426444.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -426445.375000 Penalty: 4161.798340
	Iteration 43Q: 3 clusters Score -426445.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -426446.656250 Penalty: 4161.798340
	Iteration 44Q: 3 clusters Score -426446.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -426449.875000 Penalty: 4161.798340
	Iteration 45Q: 3 clusters Score -426449.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -426452.125000 Penalty: 4161.798340
	Iteration 46Q: 3 clusters Score -426452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -426454.062500 Penalty: 4161.798340
	Iteration 47Q: 3 clusters Score -426454.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -426459.531250 Penalty: 4161.798340
	Iteration 48Q: 3 clusters Score -426459.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -426460.281250 Penalty: 4161.798340
	Iteration 49Q: 3 clusters Score -426460.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -426462.937500 Penalty: 4161.798340
	Iteration 50Q: 3 clusters Score -426462.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -426467.937500 Penalty: 4161.798340
	Iteration 51Q: 3 clusters Score -426467.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -426471.031250 Penalty: 4161.798340
	Iteration 52Q: 3 clusters Score -426471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -426473.312500 Penalty: 4161.798340
	Iteration 53Q: 3 clusters Score -426473.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -426481.687500 Penalty: 4161.798340
	Iteration 54Q: 3 clusters Score -426481.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -426488.843750 Penalty: 4161.798340
	Iteration 55Q: 3 clusters Score -426488.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -426495.937500 Penalty: 4161.798340
	Iteration 56Q: 3 clusters Score -426495.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -426499.281250 Penalty: 4161.798340
	Iteration 57Q: 3 clusters Score -426499.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -426503.843750 Penalty: 4161.798340
	Iteration 58Q: 3 clusters Score -426503.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -426510.406250 Penalty: 4161.798340
	Iteration 59Q: 3 clusters Score -426510.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -426516.312500 Penalty: 4161.798340
	Iteration 60F: 3 clusters Score -426516.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -426522.656250 Penalty: 4161.798340
	Iteration 61Q: 3 clusters Score -426522.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -426525.343750 Penalty: 4161.798340
	Iteration 62Q: 3 clusters Score -426525.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -426530.156250 Penalty: 4161.798340
	Iteration 63Q: 3 clusters Score -426530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -426533.375000 Penalty: 4161.798340
	Iteration 64Q: 3 clusters Score -426533.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -426536.437500 Penalty: 4161.798340
	Iteration 65Q: 3 clusters Score -426536.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -426539.187500 Penalty: 4161.798340
	Iteration 66Q: 3 clusters Score -426539.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -426540.187500 Penalty: 4161.798340
	Iteration 67Q: 3 clusters Score -426540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -426541.500000 Penalty: 4161.798340
	Iteration 68Q: 3 clusters Score -426541.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -426541.500000 Penalty: 4161.798340
	Iteration 69F: 3 clusters Score -426541.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Entering Unmasked Estep 
Score: -463605.406250 Penalty: 2108.968506
	Iteration 0F: 2 clusters Score -463605.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -459116.593750 Penalty: 4217.937012
	Iteration 0F: 3 clusters Score -459116.6 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -460253.531250 Penalty: 4217.937012
	Iteration 1F: 3 clusters Score -460253.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -460475.593750 Penalty: 4217.937012
	Iteration 2F: 3 clusters Score -460475.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -460618.000000 Penalty: 4217.937012
	Iteration 3F: 3 clusters Score -460618 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -460710.437500 Penalty: 4217.937012
	Iteration 4Q: 3 clusters Score -460710.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -460786.093750 Penalty: 4217.937012
	Iteration 5Q: 3 clusters Score -460786.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -460848.875000 Penalty: 4217.937012
	Iteration 6Q: 3 clusters Score -460848.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -460911.218750 Penalty: 4217.937012
	Iteration 7Q: 3 clusters Score -460911.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -460969.031250 Penalty: 4217.937012
	Iteration 8Q: 3 clusters Score -460969 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -461029.593750 Penalty: 4217.937012
	Iteration 9Q: 3 clusters Score -461029.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -461100.093750 Penalty: 4217.937012
	Iteration 10Q: 3 clusters Score -461100.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -461172.125000 Penalty: 4217.937012
	Iteration 11Q: 3 clusters Score -461172.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -461245.093750 Penalty: 4217.937012
	Iteration 12Q: 3 clusters Score -461245.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -461331.625000 Penalty: 4217.937012
	Iteration 13Q: 3 clusters Score -461331.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -461422.281250 Penalty: 4217.937012
	Iteration 14Q: 3 clusters Score -461422.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -461492.156250 Penalty: 4217.937012
	Iteration 15Q: 3 clusters Score -461492.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -461565.187500 Penalty: 4217.937012
	Iteration 16Q: 3 clusters Score -461565.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -461627.531250 Penalty: 4217.937012
	Iteration 17Q: 3 clusters Score -461627.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -461673.125000 Penalty: 4217.937012
	Iteration 18Q: 3 clusters Score -461673.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -461712.843750 Penalty: 4217.937012
	Iteration 19Q: 3 clusters Score -461712.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -461743.656250 Penalty: 4217.937012
	Iteration 20F: 3 clusters Score -461743.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -461764.937500 Penalty: 4217.937012
	Iteration 21Q: 3 clusters Score -461764.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -461785.875000 Penalty: 4217.937012
	Iteration 22Q: 3 clusters Score -461785.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -461799.781250 Penalty: 4217.937012
	Iteration 23Q: 3 clusters Score -461799.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -461811.531250 Penalty: 4217.937012
	Iteration 24Q: 3 clusters Score -461811.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -461820.468750 Penalty: 4217.937012
	Iteration 25Q: 3 clusters Score -461820.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -461824.437500 Penalty: 4217.937012
	Iteration 26Q: 3 clusters Score -461824.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -461830.343750 Penalty: 4217.937012
	Iteration 27Q: 3 clusters Score -461830.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -461837.187500 Penalty: 4217.937012
	Iteration 28Q: 3 clusters Score -461837.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -461843.250000 Penalty: 4217.937012
	Iteration 29Q: 3 clusters Score -461843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -461845.406250 Penalty: 4217.937012
	Iteration 30Q: 3 clusters Score -461845.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -461849.343750 Penalty: 4217.937012
	Iteration 31Q: 3 clusters Score -461849.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -461854.125000 Penalty: 4217.937012
	Iteration 32Q: 3 clusters Score -461854.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -461857.687500 Penalty: 4217.937012
	Iteration 33Q: 3 clusters Score -461857.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -461861.593750 Penalty: 4217.937012
	Iteration 34Q: 3 clusters Score -461861.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -461864.281250 Penalty: 4217.937012
	Iteration 35Q: 3 clusters Score -461864.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -461866.093750 Penalty: 4217.937012
	Iteration 36Q: 3 clusters Score -461866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -461867.062500 Penalty: 4217.937012
	Iteration 37Q: 3 clusters Score -461867.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -461867.750000 Penalty: 4217.937012
	Iteration 38Q: 3 clusters Score -461867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -461869.093750 Penalty: 4217.937012
	Iteration 39Q: 3 clusters Score -461869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -461868.843750 Penalty: 4217.937012
	Iteration 40F: 3 clusters Score -461868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -461870.093750 Penalty: 4217.937012
	Iteration 41Q: 3 clusters Score -461870.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -461872.843750 Penalty: 4217.937012
	Iteration 42Q: 3 clusters Score -461872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -461875.687500 Penalty: 4217.937012
	Iteration 43Q: 3 clusters Score -461875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -461878.375000 Penalty: 4217.937012
	Iteration 44Q: 3 clusters Score -461878.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -461880.718750 Penalty: 4217.937012
	Iteration 45Q: 3 clusters Score -461880.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -461884.531250 Penalty: 4217.937012
	Iteration 46Q: 3 clusters Score -461884.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -461885.437500 Penalty: 4217.937012
	Iteration 47Q: 3 clusters Score -461885.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -461887.906250 Penalty: 4217.937012
	Iteration 48Q: 3 clusters Score -461887.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -461890.468750 Penalty: 4217.937012
	Iteration 49Q: 3 clusters Score -461890.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -461893.281250 Penalty: 4217.937012
	Iteration 50Q: 3 clusters Score -461893.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -461893.718750 Penalty: 4217.937012
	Iteration 51Q: 3 clusters Score -461893.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -461893.718750 Penalty: 4217.937012
	Iteration 52F: 3 clusters Score -461893.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127133 members 
Mstep: Class 2 contains 3744 members 
Mstep: Class 3 contains 11111 members 
Mstep: Class 4 contains 12287 members 
Mstep: Class 5 contains 12281 members 
Mstep: Class 6 contains 304904 members 
Mstep: Class 7 contains 226773 members 
Mstep: Class 8 contains 64407 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 6904 members 
Mstep: Class 11 contains 8210 members 
Mstep: Class 12 contains 75102 members 
Mstep: Class 13 contains 9752 members 
Mstep: Class 14 contains 228784 members 
Mstep: Class 15 contains 13661 members 
Mstep: Class 16 contains 221083 members 
Mstep: Class 17 contains 5927 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8108 members 
Mstep: Class 20 contains 23470 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 22 contains 7570 members 
Mstep: Class 23 contains 6875 members 
Mstep: Class 24 contains 18597 members 
Mstep: Class 25 contains 8699 members 
Mstep: Class 26 contains 7249 members 
Mstep: Class 27 contains 4227 members 
Mstep: Class 28 contains 15610 members 
Mstep: Class 29 contains 6013 members 
Mstep: Class 30 contains 18904 members 
Mstep: Class 31 contains 102343 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 45569 members 
Mstep: Class 34 contains 3141 members 
Mstep: Class 35 contains 4406 members 
Mstep: Class 36 contains 4934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697984.000000 Penalty: 131487.906250
Iteration 199Q: 38 clusters Score -1.57698e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127179 members 
Mstep: Class 2 contains 3744 members 
Mstep: Class 3 contains 11110 members 
Mstep: Class 4 contains 12296 members 
Mstep: Class 5 contains 12280 members 
Mstep: Class 6 contains 304898 members 
Mstep: Class 7 contains 226839 members 
Mstep: Class 8 contains 64407 members 
Mstep: Class 9 contains 3035 members 
Mstep: Class 10 contains 6918 members 
Mstep: Class 11 contains 8212 members 
Mstep: Class 12 contains 75128 members 
Mstep: Class 13 contains 9751 members 
Mstep: Class 14 contains 229049 members 
Mstep: Class 15 contains 13668 members 
Mstep: Class 16 contains 221069 members 
Mstep: Class 17 contains 5930 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 23473 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 22 contains 7580 members 
Mstep: Class 23 contains 6890 members 
Mstep: Class 24 contains 18603 members 
Mstep: Class 25 contains 8713 members 
Mstep: Class 26 contains 7249 members 
Mstep: Class 27 contains 4227 members 
Mstep: Class 28 contains 15615 members 
Mstep: Class 29 contains 6013 members 
Mstep: Class 30 contains 18901 members 
Mstep: Class 31 contains 102398 members 
Mstep: Class 32 contains 6036 members 
Mstep: Class 33 contains 45611 members 
Mstep: Class 34 contains 3143 members 
Mstep: Class 35 contains 4406 members 
Mstep: Class 36 contains 4934 members 
Mstep: Class 37 contains 26968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697984.000000 Penalty: 131487.906250
Iteration 200F: 38 clusters Score -1.57698e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127099 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 11111 members 
Mstep: Class 4 contains 12244 members 
Mstep: Class 5 contains 12278 members 
Mstep: Class 6 contains 304892 members 
Mstep: Class 7 contains 226734 members 
Mstep: Class 8 contains 64409 members 
Mstep: Class 9 contains 3122 members 
Mstep: Class 10 contains 6923 members 
Mstep: Class 11 contains 8194 members 
Mstep: Class 12 contains 75135 members 
Mstep: Class 13 contains 9747 members 
Mstep: Class 14 contains 228917 members 
Mstep: Class 15 contains 13669 members 
Mstep: Class 16 contains 221054 members 
Mstep: Class 17 contains 5935 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8117 members 
Mstep: Class 20 contains 23452 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 22 contains 7576 members 
Mstep: Class 23 contains 6851 members 
Mstep: Class 24 contains 18599 members 
Mstep: Class 25 contains 8705 members 
Mstep: Class 26 contains 7250 members 
Mstep: Class 27 contains 4228 members 
Mstep: Class 28 contains 15595 members 
Mstep: Class 29 contains 6005 members 
Mstep: Class 30 contains 18896 members 
Mstep: Class 31 contains 102221 members 
Mstep: Class 32 contains 6042 members 
Mstep: Class 33 contains 45607 members 
Mstep: Class 34 contains 3129 members 
Mstep: Class 35 contains 4407 members 
Mstep: Class 36 contains 4934 members 
Mstep: Class 37 contains 27567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698128.000000 Penalty: 131487.906250
Iteration 201Q: 38 clusters Score -1.576981e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127051 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11111 members 
Mstep: Class 4 contains 12216 members 
Mstep: Class 5 contains 12277 members 
Mstep: Class 6 contains 304884 members 
Mstep: Class 7 contains 226669 members 
Mstep: Class 8 contains 64406 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 6933 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 12 contains 75145 members 
Mstep: Class 13 contains 9741 members 
Mstep: Class 14 contains 228847 members 
Mstep: Class 15 contains 13669 members 
Mstep: Class 16 contains 221040 members 
Mstep: Class 17 contains 5934 members 
Mstep: Class 18 contains 10274 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 23432 members 
Mstep: Class 21 contains 7348 members 
Mstep: Class 22 contains 7571 members 
Mstep: Class 23 contains 6826 members 
Mstep: Class 24 contains 18595 members 
Mstep: Class 25 contains 8701 members 
Mstep: Class 26 contains 7249 members 
Mstep: Class 27 contains 4230 members 
Mstep: Class 28 contains 15583 members 
Mstep: Class 29 contains 5998 members 
Mstep: Class 30 contains 18893 members 
Mstep: Class 31 contains 102109 members 
Mstep: Class 32 contains 6053 members 
Mstep: Class 33 contains 45598 members 
Mstep: Class 34 contains 3119 members 
Mstep: Class 35 contains 4406 members 
Mstep: Class 36 contains 4935 members 
Mstep: Class 37 contains 27922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698208.000000 Penalty: 131487.906250
Iteration 202Q: 38 clusters Score -1.576982e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127022 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 11108 members 
Mstep: Class 4 contains 12197 members 
Mstep: Class 5 contains 12277 members 
Mstep: Class 6 contains 304875 members 
Mstep: Class 7 contains 226618 members 
Mstep: Class 8 contains 64408 members 
Mstep: Class 9 contains 3265 members 
Mstep: Class 10 contains 6940 members 
Mstep: Class 11 contains 8164 members 
Mstep: Class 12 contains 75157 members 
Mstep: Class 13 contains 9740 members 
Mstep: Class 14 contains 228815 members 
Mstep: Class 15 contains 13669 members 
Mstep: Class 16 contains 221025 members 
Mstep: Class 17 contains 5937 members 
Mstep: Class 18 contains 10274 members 
Mstep: Class 19 contains 8121 members 
Mstep: Class 20 contains 23417 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 22 contains 7568 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 18589 members 
Mstep: Class 25 contains 8708 members 
Mstep: Class 26 contains 7248 members 
Mstep: Class 27 contains 4231 members 
Mstep: Class 28 contains 15579 members 
Mstep: Class 29 contains 5991 members 
Mstep: Class 30 contains 18888 members 
Mstep: Class 31 contains 102038 members 
Mstep: Class 32 contains 6068 members 
Mstep: Class 33 contains 45574 members 
Mstep: Class 34 contains 3115 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4937 members 
Mstep: Class 37 contains 28144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698512.000000 Penalty: 131487.906250
Iteration 203Q: 38 clusters Score -1.576985e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 127010 members 
Mstep: Class 2 contains 3739 members 
Mstep: Class 3 contains 11100 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 12275 members 
Mstep: Class 6 contains 304874 members 
Mstep: Class 7 contains 226585 members 
Mstep: Class 8 contains 64405 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 6947 members 
Mstep: Class 11 contains 8149 members 
Mstep: Class 12 contains 75172 members 
Mstep: Class 13 contains 9739 members 
Mstep: Class 14 contains 228795 members 
Mstep: Class 15 contains 13673 members 
Mstep: Class 16 contains 221007 members 
Mstep: Class 17 contains 5930 members 
Mstep: Class 18 contains 10274 members 
Mstep: Class 19 contains 8119 members 
Mstep: Class 20 contains 23404 members 
Mstep: Class 21 contains 7353 members 
Mstep: Class 22 contains 7570 members 
Mstep: Class 23 contains 6792 members 
Mstep: Class 24 contains 18582 members 
Mstep: Class 25 contains 8710 members 
Mstep: Class 26 contains 7246 members 
Mstep: Class 27 contains 4231 members 
Mstep: Class 28 contains 15569 members 
Mstep: Class 29 contains 5986 members 
Mstep: Class 30 contains 18886 members 
Mstep: Class 31 contains 102000 members 
Mstep: Class 32 contains 6082 members 
Mstep: Class 33 contains 45552 members 
Mstep: Class 34 contains 3121 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4937 members 
Mstep: Class 37 contains 28296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698416.000000 Penalty: 131487.906250
Iteration 204Q: 38 clusters Score -1.576984e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126988 members 
Mstep: Class 2 contains 3738 members 
Mstep: Class 3 contains 11097 members 
Mstep: Class 4 contains 12151 members 
Mstep: Class 5 contains 12274 members 
Mstep: Class 6 contains 304870 members 
Mstep: Class 7 contains 226545 members 
Mstep: Class 8 contains 64405 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 8144 members 
Mstep: Class 12 contains 75191 members 
Mstep: Class 13 contains 9737 members 
Mstep: Class 14 contains 228775 members 
Mstep: Class 15 contains 13675 members 
Mstep: Class 16 contains 220990 members 
Mstep: Class 17 contains 5927 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8119 members 
Mstep: Class 20 contains 23390 members 
Mstep: Class 21 contains 7352 members 
Mstep: Class 22 contains 7575 members 
Mstep: Class 23 contains 6777 members 
Mstep: Class 24 contains 18577 members 
Mstep: Class 25 contains 8706 members 
Mstep: Class 26 contains 7245 members 
Mstep: Class 27 contains 4232 members 
Mstep: Class 28 contains 15562 members 
Mstep: Class 29 contains 5983 members 
Mstep: Class 30 contains 18883 members 
Mstep: Class 31 contains 101972 members 
Mstep: Class 32 contains 6087 members 
Mstep: Class 33 contains 45538 members 
Mstep: Class 34 contains 3120 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4937 members 
Mstep: Class 37 contains 28444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698720.000000 Penalty: 131487.906250
Iteration 205Q: 38 clusters Score -1.576987e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126962 members 
Mstep: Class 2 contains 3738 members 
Mstep: Class 3 contains 11098 members 
Mstep: Class 4 contains 12134 members 
Mstep: Class 5 contains 12274 members 
Mstep: Class 6 contains 304862 members 
Mstep: Class 7 contains 226517 members 
Mstep: Class 8 contains 64405 members 
Mstep: Class 9 contains 3426 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 8139 members 
Mstep: Class 12 contains 75210 members 
Mstep: Class 13 contains 9734 members 
Mstep: Class 14 contains 228771 members 
Mstep: Class 15 contains 13679 members 
Mstep: Class 16 contains 220964 members 
Mstep: Class 17 contains 5927 members 
Mstep: Class 18 contains 10267 members 
Mstep: Class 19 contains 8118 members 
Mstep: Class 20 contains 23378 members 
Mstep: Class 21 contains 7354 members 
Mstep: Class 22 contains 7579 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 18567 members 
Mstep: Class 25 contains 8705 members 
Mstep: Class 26 contains 7248 members 
Mstep: Class 27 contains 4231 members 
Mstep: Class 28 contains 15558 members 
Mstep: Class 29 contains 5978 members 
Mstep: Class 30 contains 18882 members 
Mstep: Class 31 contains 101952 members 
Mstep: Class 32 contains 6094 members 
Mstep: Class 33 contains 45522 members 
Mstep: Class 34 contains 3120 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4940 members 
Mstep: Class 37 contains 28570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698688.000000 Penalty: 131487.906250
Iteration 206Q: 38 clusters Score -1.576987e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126949 members 
Mstep: Class 2 contains 3739 members 
Mstep: Class 3 contains 11100 members 
Mstep: Class 4 contains 12117 members 
Mstep: Class 5 contains 12274 members 
Mstep: Class 6 contains 304853 members 
Mstep: Class 7 contains 226485 members 
Mstep: Class 8 contains 64405 members 
Mstep: Class 9 contains 3467 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 75233 members 
Mstep: Class 13 contains 9733 members 
Mstep: Class 14 contains 228756 members 
Mstep: Class 15 contains 13680 members 
Mstep: Class 16 contains 220936 members 
Mstep: Class 17 contains 5928 members 
Mstep: Class 18 contains 10265 members 
Mstep: Class 19 contains 8116 members 
Mstep: Class 20 contains 23360 members 
Mstep: Class 21 contains 7357 members 
Mstep: Class 22 contains 7580 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 18568 members 
Mstep: Class 25 contains 8702 members 
Mstep: Class 26 contains 7248 members 
Mstep: Class 27 contains 4233 members 
Mstep: Class 28 contains 15551 members 
Mstep: Class 29 contains 5978 members 
Mstep: Class 30 contains 18874 members 
Mstep: Class 31 contains 101938 members 
Mstep: Class 32 contains 6100 members 
Mstep: Class 33 contains 45498 members 
Mstep: Class 34 contains 3118 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4945 members 
Mstep: Class 37 contains 28707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698544.000000 Penalty: 131487.906250
Iteration 207Q: 38 clusters Score -1.576985e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126937 members 
Mstep: Class 2 contains 3739 members 
Mstep: Class 3 contains 11103 members 
Mstep: Class 4 contains 12112 members 
Mstep: Class 5 contains 12275 members 
Mstep: Class 6 contains 304849 members 
Mstep: Class 7 contains 226441 members 
Mstep: Class 8 contains 64406 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 6947 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 75257 members 
Mstep: Class 13 contains 9729 members 
Mstep: Class 14 contains 228756 members 
Mstep: Class 15 contains 13678 members 
Mstep: Class 16 contains 220911 members 
Mstep: Class 17 contains 5933 members 
Mstep: Class 18 contains 10263 members 
Mstep: Class 19 contains 8116 members 
Mstep: Class 20 contains 23344 members 
Mstep: Class 21 contains 7361 members 
Mstep: Class 22 contains 7579 members 
Mstep: Class 23 contains 6700 members 
Mstep: Class 24 contains 18566 members 
Mstep: Class 25 contains 8701 members 
Mstep: Class 26 contains 7249 members 
Mstep: Class 27 contains 4239 members 
Mstep: Class 28 contains 15544 members 
Mstep: Class 29 contains 5974 members 
Mstep: Class 30 contains 18874 members 
Mstep: Class 31 contains 101930 members 
Mstep: Class 32 contains 6108 members 
Mstep: Class 33 contains 45461 members 
Mstep: Class 34 contains 3118 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4947 members 
Mstep: Class 37 contains 28808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698608.000000 Penalty: 131487.906250
Iteration 208Q: 38 clusters Score -1.576986e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126918 members 
Mstep: Class 2 contains 3739 members 
Mstep: Class 3 contains 11100 members 
Mstep: Class 4 contains 12105 members 
Mstep: Class 5 contains 12275 members 
Mstep: Class 6 contains 304846 members 
Mstep: Class 7 contains 226403 members 
Mstep: Class 8 contains 64405 members 
Mstep: Class 9 contains 3562 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 75273 members 
Mstep: Class 13 contains 9727 members 
Mstep: Class 14 contains 228771 members 
Mstep: Class 15 contains 13679 members 
Mstep: Class 16 contains 220894 members 
Mstep: Class 17 contains 5946 members 
Mstep: Class 18 contains 10260 members 
Mstep: Class 19 contains 8116 members 
Mstep: Class 20 contains 23336 members 
Mstep: Class 21 contains 7361 members 
Mstep: Class 22 contains 7580 members 
Mstep: Class 23 contains 6676 members 
Mstep: Class 24 contains 18564 members 
Mstep: Class 25 contains 8698 members 
Mstep: Class 26 contains 7249 members 
Mstep: Class 27 contains 4240 members 
Mstep: Class 28 contains 15541 members 
Mstep: Class 29 contains 5971 members 
Mstep: Class 30 contains 18875 members 
Mstep: Class 31 contains 101919 members 
Mstep: Class 32 contains 6110 members 
Mstep: Class 33 contains 45415 members 
Mstep: Class 34 contains 3117 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4949 members 
Mstep: Class 37 contains 28906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698816.000000 Penalty: 131487.906250
Iteration 209Q: 38 clusters Score -1.576988e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126909 members 
Mstep: Class 2 contains 3740 members 
Mstep: Class 3 contains 11101 members 
Mstep: Class 4 contains 12095 members 
Mstep: Class 5 contains 12274 members 
Mstep: Class 6 contains 304843 members 
Mstep: Class 7 contains 226363 members 
Mstep: Class 8 contains 64402 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 6948 members 
Mstep: Class 11 contains 8130 members 
Mstep: Class 12 contains 75295 members 
Mstep: Class 13 contains 9726 members 
Mstep: Class 14 contains 228774 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 220873 members 
Mstep: Class 17 contains 5956 members 
Mstep: Class 18 contains 10262 members 
Mstep: Class 19 contains 8115 members 
Mstep: Class 20 contains 23322 members 
Mstep: Class 21 contains 7361 members 
Mstep: Class 22 contains 7579 members 
Mstep: Class 23 contains 6649 members 
Mstep: Class 24 contains 18565 members 
Mstep: Class 25 contains 8696 members 
Mstep: Class 26 contains 7250 members 
Mstep: Class 27 contains 4241 members 
Mstep: Class 28 contains 15539 members 
Mstep: Class 29 contains 5967 members 
Mstep: Class 30 contains 18876 members 
Mstep: Class 31 contains 101916 members 
Mstep: Class 32 contains 6120 members 
Mstep: Class 33 contains 45370 members 
Mstep: Class 34 contains 3119 members 
Mstep: Class 35 contains 4406 members 
Mstep: Class 36 contains 4948 members 
Mstep: Class 37 contains 28985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698784.000000 Penalty: 131487.906250
Iteration 210Q: 38 clusters Score -1.576988e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126893 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 11103 members 
Mstep: Class 4 contains 12087 members 
Mstep: Class 5 contains 12275 members 
Mstep: Class 6 contains 304843 members 
Mstep: Class 7 contains 226325 members 
Mstep: Class 8 contains 64395 members 
Mstep: Class 9 contains 3669 members 
Mstep: Class 10 contains 6948 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 75315 members 
Mstep: Class 13 contains 9724 members 
Mstep: Class 14 contains 228809 members 
Mstep: Class 15 contains 13674 members 
Mstep: Class 16 contains 220852 members 
Mstep: Class 17 contains 5971 members 
Mstep: Class 18 contains 10262 members 
Mstep: Class 19 contains 8115 members 
Mstep: Class 20 contains 23309 members 
Mstep: Class 21 contains 7369 members 
Mstep: Class 22 contains 7581 members 
Mstep: Class 23 contains 6617 members 
Mstep: Class 24 contains 18566 members 
Mstep: Class 25 contains 8695 members 
Mstep: Class 26 contains 7247 members 
Mstep: Class 27 contains 4244 members 
Mstep: Class 28 contains 15533 members 
Mstep: Class 29 contains 5965 members 
Mstep: Class 30 contains 18873 members 
Mstep: Class 31 contains 101912 members 
Mstep: Class 32 contains 6128 members 
Mstep: Class 33 contains 45331 members 
Mstep: Class 34 contains 3117 members 
Mstep: Class 35 contains 4406 members 
Mstep: Class 36 contains 4948 members 
Mstep: Class 37 contains 29042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698896.000000 Penalty: 131487.906250
Iteration 211Q: 38 clusters Score -1.576989e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126880 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11107 members 
Mstep: Class 4 contains 12072 members 
Mstep: Class 5 contains 12277 members 
Mstep: Class 6 contains 304839 members 
Mstep: Class 7 contains 226288 members 
Mstep: Class 8 contains 64395 members 
Mstep: Class 9 contains 3726 members 
Mstep: Class 10 contains 6947 members 
Mstep: Class 11 contains 8119 members 
Mstep: Class 12 contains 75333 members 
Mstep: Class 13 contains 9723 members 
Mstep: Class 14 contains 228841 members 
Mstep: Class 15 contains 13675 members 
Mstep: Class 16 contains 220825 members 
Mstep: Class 17 contains 5988 members 
Mstep: Class 18 contains 10262 members 
Mstep: Class 19 contains 8115 members 
Mstep: Class 20 contains 23295 members 
Mstep: Class 21 contains 7374 members 
Mstep: Class 22 contains 7581 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 18559 members 
Mstep: Class 25 contains 8694 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 4244 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 5965 members 
Mstep: Class 30 contains 18873 members 
Mstep: Class 31 contains 101911 members 
Mstep: Class 32 contains 6134 members 
Mstep: Class 33 contains 45293 members 
Mstep: Class 34 contains 3115 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698896.000000 Penalty: 131487.906250
Iteration 212Q: 38 clusters Score -1.576989e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126861 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 11105 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 12278 members 
Mstep: Class 6 contains 304831 members 
Mstep: Class 7 contains 226247 members 
Mstep: Class 8 contains 64388 members 
Mstep: Class 9 contains 3792 members 
Mstep: Class 10 contains 6947 members 
Mstep: Class 11 contains 8117 members 
Mstep: Class 12 contains 75351 members 
Mstep: Class 13 contains 9720 members 
Mstep: Class 14 contains 228866 members 
Mstep: Class 15 contains 13679 members 
Mstep: Class 16 contains 220810 members 
Mstep: Class 17 contains 6007 members 
Mstep: Class 18 contains 10263 members 
Mstep: Class 19 contains 8114 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 21 contains 7378 members 
Mstep: Class 22 contains 7593 members 
Mstep: Class 23 contains 6533 members 
Mstep: Class 24 contains 18556 members 
Mstep: Class 25 contains 8693 members 
Mstep: Class 26 contains 7241 members 
Mstep: Class 27 contains 4246 members 
Mstep: Class 28 contains 15530 members 
Mstep: Class 29 contains 5963 members 
Mstep: Class 30 contains 18871 members 
Mstep: Class 31 contains 101916 members 
Mstep: Class 32 contains 6143 members 
Mstep: Class 33 contains 45258 members 
Mstep: Class 34 contains 3113 members 
Mstep: Class 35 contains 4404 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698816.000000 Penalty: 131487.906250
Iteration 213Q: 38 clusters Score -1.576988e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126844 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11102 members 
Mstep: Class 4 contains 12025 members 
Mstep: Class 5 contains 12276 members 
Mstep: Class 6 contains 304818 members 
Mstep: Class 7 contains 226213 members 
Mstep: Class 8 contains 64390 members 
Mstep: Class 9 contains 3844 members 
Mstep: Class 10 contains 6936 members 
Mstep: Class 11 contains 8112 members 
Mstep: Class 12 contains 75368 members 
Mstep: Class 13 contains 9717 members 
Mstep: Class 14 contains 228909 members 
Mstep: Class 15 contains 13682 members 
Mstep: Class 16 contains 220797 members 
Mstep: Class 17 contains 6024 members 
Mstep: Class 18 contains 10262 members 
Mstep: Class 19 contains 8114 members 
Mstep: Class 20 contains 23270 members 
Mstep: Class 21 contains 7380 members 
Mstep: Class 22 contains 7600 members 
Mstep: Class 23 contains 6490 members 
Mstep: Class 24 contains 18553 members 
Mstep: Class 25 contains 8692 members 
Mstep: Class 26 contains 7242 members 
Mstep: Class 27 contains 4246 members 
Mstep: Class 28 contains 15527 members 
Mstep: Class 29 contains 5958 members 
Mstep: Class 30 contains 18868 members 
Mstep: Class 31 contains 101919 members 
Mstep: Class 32 contains 6161 members 
Mstep: Class 33 contains 45210 members 
Mstep: Class 34 contains 3112 members 
Mstep: Class 35 contains 4404 members 
Mstep: Class 36 contains 4959 members 
Mstep: Class 37 contains 29242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698720.000000 Penalty: 131487.906250
Iteration 214Q: 38 clusters Score -1.576987e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126826 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 11099 members 
Mstep: Class 4 contains 12007 members 
Mstep: Class 5 contains 12274 members 
Mstep: Class 6 contains 304812 members 
Mstep: Class 7 contains 226169 members 
Mstep: Class 8 contains 64387 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 6928 members 
Mstep: Class 11 contains 8110 members 
Mstep: Class 12 contains 75391 members 
Mstep: Class 13 contains 9717 members 
Mstep: Class 14 contains 228955 members 
Mstep: Class 15 contains 13681 members 
Mstep: Class 16 contains 220777 members 
Mstep: Class 17 contains 6041 members 
Mstep: Class 18 contains 10262 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 7384 members 
Mstep: Class 22 contains 7600 members 
Mstep: Class 23 contains 6454 members 
Mstep: Class 24 contains 18548 members 
Mstep: Class 25 contains 8693 members 
Mstep: Class 26 contains 7240 members 
Mstep: Class 27 contains 4245 members 
Mstep: Class 28 contains 15526 members 
Mstep: Class 29 contains 5952 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 101926 members 
Mstep: Class 32 contains 6174 members 
Mstep: Class 33 contains 45172 members 
Mstep: Class 34 contains 3111 members 
Mstep: Class 35 contains 4404 members 
Mstep: Class 36 contains 4960 members 
Mstep: Class 37 contains 29315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698784.000000 Penalty: 131487.906250
Iteration 215Q: 38 clusters Score -1.576988e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126803 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 11092 members 
Mstep: Class 4 contains 11998 members 
Mstep: Class 5 contains 12273 members 
Mstep: Class 6 contains 304803 members 
Mstep: Class 7 contains 226111 members 
Mstep: Class 8 contains 64384 members 
Mstep: Class 9 contains 3925 members 
Mstep: Class 10 contains 6922 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 75414 members 
Mstep: Class 13 contains 9715 members 
Mstep: Class 14 contains 228995 members 
Mstep: Class 15 contains 13681 members 
Mstep: Class 16 contains 220757 members 
Mstep: Class 17 contains 6053 members 
Mstep: Class 18 contains 10262 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 21 contains 7384 members 
Mstep: Class 22 contains 7598 members 
Mstep: Class 23 contains 6414 members 
Mstep: Class 24 contains 18543 members 
Mstep: Class 25 contains 8693 members 
Mstep: Class 26 contains 7240 members 
Mstep: Class 27 contains 4246 members 
Mstep: Class 28 contains 15525 members 
Mstep: Class 29 contains 5947 members 
Mstep: Class 30 contains 18861 members 
Mstep: Class 31 contains 101937 members 
Mstep: Class 32 contains 6191 members 
Mstep: Class 33 contains 45150 members 
Mstep: Class 34 contains 3109 members 
Mstep: Class 35 contains 4403 members 
Mstep: Class 36 contains 4959 members 
Mstep: Class 37 contains 29399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699200.000000 Penalty: 131487.906250
Iteration 216Q: 38 clusters Score -1.576992e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126791 members 
Mstep: Class 2 contains 3745 members 
Mstep: Class 3 contains 11088 members 
Mstep: Class 4 contains 11981 members 
Mstep: Class 5 contains 12271 members 
Mstep: Class 6 contains 304803 members 
Mstep: Class 7 contains 226053 members 
Mstep: Class 8 contains 64386 members 
Mstep: Class 9 contains 3986 members 
Mstep: Class 10 contains 6912 members 
Mstep: Class 11 contains 8102 members 
Mstep: Class 12 contains 75430 members 
Mstep: Class 13 contains 9714 members 
Mstep: Class 14 contains 229037 members 
Mstep: Class 15 contains 13679 members 
Mstep: Class 16 contains 220738 members 
Mstep: Class 17 contains 6060 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 8111 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 21 contains 7387 members 
Mstep: Class 22 contains 7601 members 
Mstep: Class 23 contains 6357 members 
Mstep: Class 24 contains 18537 members 
Mstep: Class 25 contains 8693 members 
Mstep: Class 26 contains 7238 members 
Mstep: Class 27 contains 4247 members 
Mstep: Class 28 contains 15521 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 18859 members 
Mstep: Class 31 contains 101948 members 
Mstep: Class 32 contains 6210 members 
Mstep: Class 33 contains 45134 members 
Mstep: Class 34 contains 3108 members 
Mstep: Class 35 contains 4402 members 
Mstep: Class 36 contains 4958 members 
Mstep: Class 37 contains 29457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699264.000000 Penalty: 131487.906250
Iteration 217Q: 38 clusters Score -1.576993e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126783 members 
Mstep: Class 2 contains 3749 members 
Mstep: Class 3 contains 11094 members 
Mstep: Class 4 contains 11960 members 
Mstep: Class 5 contains 12267 members 
Mstep: Class 6 contains 304795 members 
Mstep: Class 7 contains 225991 members 
Mstep: Class 8 contains 64379 members 
Mstep: Class 9 contains 4046 members 
Mstep: Class 10 contains 6900 members 
Mstep: Class 11 contains 8101 members 
Mstep: Class 12 contains 75450 members 
Mstep: Class 13 contains 9712 members 
Mstep: Class 14 contains 229078 members 
Mstep: Class 15 contains 13679 members 
Mstep: Class 16 contains 220723 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 10256 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 23252 members 
Mstep: Class 21 contains 7390 members 
Mstep: Class 22 contains 7607 members 
Mstep: Class 23 contains 6309 members 
Mstep: Class 24 contains 18532 members 
Mstep: Class 25 contains 8691 members 
Mstep: Class 26 contains 7238 members 
Mstep: Class 27 contains 4250 members 
Mstep: Class 28 contains 15516 members 
Mstep: Class 29 contains 5943 members 
Mstep: Class 30 contains 18859 members 
Mstep: Class 31 contains 101965 members 
Mstep: Class 32 contains 6222 members 
Mstep: Class 33 contains 45119 members 
Mstep: Class 34 contains 3098 members 
Mstep: Class 35 contains 4402 members 
Mstep: Class 36 contains 4954 members 
Mstep: Class 37 contains 29513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699408.000000 Penalty: 131487.906250
Iteration 218Q: 38 clusters Score -1.576994e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126761 members 
Mstep: Class 2 contains 3749 members 
Mstep: Class 3 contains 11101 members 
Mstep: Class 4 contains 11947 members 
Mstep: Class 5 contains 12263 members 
Mstep: Class 6 contains 304783 members 
Mstep: Class 7 contains 225934 members 
Mstep: Class 8 contains 64378 members 
Mstep: Class 9 contains 4105 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 8096 members 
Mstep: Class 12 contains 75472 members 
Mstep: Class 13 contains 9713 members 
Mstep: Class 14 contains 229123 members 
Mstep: Class 15 contains 13682 members 
Mstep: Class 16 contains 220706 members 
Mstep: Class 17 contains 6085 members 
Mstep: Class 18 contains 10256 members 
Mstep: Class 19 contains 8111 members 
Mstep: Class 20 contains 23246 members 
Mstep: Class 21 contains 7388 members 
Mstep: Class 22 contains 7615 members 
Mstep: Class 23 contains 6255 members 
Mstep: Class 24 contains 18532 members 
Mstep: Class 25 contains 8691 members 
Mstep: Class 26 contains 7238 members 
Mstep: Class 27 contains 4251 members 
Mstep: Class 28 contains 15520 members 
Mstep: Class 29 contains 5943 members 
Mstep: Class 30 contains 18857 members 
Mstep: Class 31 contains 101985 members 
Mstep: Class 32 contains 6238 members 
Mstep: Class 33 contains 45086 members 
Mstep: Class 34 contains 3085 members 
Mstep: Class 35 contains 4403 members 
Mstep: Class 36 contains 4953 members 
Mstep: Class 37 contains 29561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699168.000000 Penalty: 131487.906250
Iteration 219Q: 38 clusters Score -1.576992e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126754 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 11107 members 
Mstep: Class 4 contains 11920 members 
Mstep: Class 5 contains 12259 members 
Mstep: Class 6 contains 304771 members 
Mstep: Class 7 contains 225886 members 
Mstep: Class 8 contains 64380 members 
Mstep: Class 9 contains 4161 members 
Mstep: Class 10 contains 6886 members 
Mstep: Class 11 contains 8095 members 
Mstep: Class 12 contains 75483 members 
Mstep: Class 13 contains 9713 members 
Mstep: Class 14 contains 229163 members 
Mstep: Class 15 contains 13683 members 
Mstep: Class 16 contains 220697 members 
Mstep: Class 17 contains 6098 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 8107 members 
Mstep: Class 20 contains 23244 members 
Mstep: Class 21 contains 7388 members 
Mstep: Class 22 contains 7621 members 
Mstep: Class 23 contains 6210 members 
Mstep: Class 24 contains 18529 members 
Mstep: Class 25 contains 8693 members 
Mstep: Class 26 contains 7238 members 
Mstep: Class 27 contains 4253 members 
Mstep: Class 28 contains 15519 members 
Mstep: Class 29 contains 5940 members 
Mstep: Class 30 contains 18852 members 
Mstep: Class 31 contains 102005 members 
Mstep: Class 32 contains 6246 members 
Mstep: Class 33 contains 45059 members 
Mstep: Class 34 contains 3086 members 
Mstep: Class 35 contains 4402 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699200.000000 Penalty: 131487.906250
Iteration 220F: 38 clusters Score -1.576992e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126753 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 11110 members 
Mstep: Class 4 contains 11900 members 
Mstep: Class 5 contains 12257 members 
Mstep: Class 6 contains 304768 members 
Mstep: Class 7 contains 225837 members 
Mstep: Class 8 contains 64376 members 
Mstep: Class 9 contains 4228 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 8090 members 
Mstep: Class 12 contains 75490 members 
Mstep: Class 13 contains 9712 members 
Mstep: Class 14 contains 229207 members 
Mstep: Class 15 contains 13684 members 
Mstep: Class 16 contains 220692 members 
Mstep: Class 17 contains 6111 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 8107 members 
Mstep: Class 20 contains 23245 members 
Mstep: Class 21 contains 7389 members 
Mstep: Class 22 contains 7623 members 
Mstep: Class 23 contains 6175 members 
Mstep: Class 24 contains 18533 members 
Mstep: Class 25 contains 8695 members 
Mstep: Class 26 contains 7236 members 
Mstep: Class 27 contains 4253 members 
Mstep: Class 28 contains 15515 members 
Mstep: Class 29 contains 5932 members 
Mstep: Class 30 contains 18845 members 
Mstep: Class 31 contains 102026 members 
Mstep: Class 32 contains 6255 members 
Mstep: Class 33 contains 45019 members 
Mstep: Class 34 contains 3082 members 
Mstep: Class 35 contains 4400 members 
Mstep: Class 36 contains 4946 members 
Mstep: Class 37 contains 29627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699328.000000 Penalty: 131487.906250
Iteration 221Q: 38 clusters Score -1.576993e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126756 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 11112 members 
Mstep: Class 4 contains 11876 members 
Mstep: Class 5 contains 12257 members 
Mstep: Class 6 contains 304764 members 
Mstep: Class 7 contains 225781 members 
Mstep: Class 8 contains 64372 members 
Mstep: Class 9 contains 4293 members 
Mstep: Class 10 contains 6874 members 
Mstep: Class 11 contains 8088 members 
Mstep: Class 12 contains 75510 members 
Mstep: Class 13 contains 9713 members 
Mstep: Class 14 contains 229250 members 
Mstep: Class 15 contains 13681 members 
Mstep: Class 16 contains 220681 members 
Mstep: Class 17 contains 6124 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 8108 members 
Mstep: Class 20 contains 23250 members 
Mstep: Class 21 contains 7395 members 
Mstep: Class 22 contains 7618 members 
Mstep: Class 23 contains 6133 members 
Mstep: Class 24 contains 18531 members 
Mstep: Class 25 contains 8696 members 
Mstep: Class 26 contains 7236 members 
Mstep: Class 27 contains 4253 members 
Mstep: Class 28 contains 15515 members 
Mstep: Class 29 contains 5935 members 
Mstep: Class 30 contains 18839 members 
Mstep: Class 31 contains 102035 members 
Mstep: Class 32 contains 6261 members 
Mstep: Class 33 contains 44984 members 
Mstep: Class 34 contains 3076 members 
Mstep: Class 35 contains 4399 members 
Mstep: Class 36 contains 4944 members 
Mstep: Class 37 contains 29659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699152.000000 Penalty: 131487.906250
Iteration 222Q: 38 clusters Score -1.576992e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126752 members 
Mstep: Class 2 contains 3751 members 
Mstep: Class 3 contains 11112 members 
Mstep: Class 4 contains 11865 members 
Mstep: Class 5 contains 12256 members 
Mstep: Class 6 contains 304763 members 
Mstep: Class 7 contains 225713 members 
Mstep: Class 8 contains 64372 members 
Mstep: Class 9 contains 4340 members 
Mstep: Class 10 contains 6874 members 
Mstep: Class 11 contains 8085 members 
Mstep: Class 12 contains 75534 members 
Mstep: Class 13 contains 9716 members 
Mstep: Class 14 contains 229292 members 
Mstep: Class 15 contains 13680 members 
Mstep: Class 16 contains 220664 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 8109 members 
Mstep: Class 20 contains 23248 members 
Mstep: Class 21 contains 7405 members 
Mstep: Class 22 contains 7619 members 
Mstep: Class 23 contains 6099 members 
Mstep: Class 24 contains 18528 members 
Mstep: Class 25 contains 8698 members 
Mstep: Class 26 contains 7236 members 
Mstep: Class 27 contains 4254 members 
Mstep: Class 28 contains 15512 members 
Mstep: Class 29 contains 5937 members 
Mstep: Class 30 contains 18830 members 
Mstep: Class 31 contains 102047 members 
Mstep: Class 32 contains 6266 members 
Mstep: Class 33 contains 44939 members 
Mstep: Class 34 contains 3072 members 
Mstep: Class 35 contains 4399 members 
Mstep: Class 36 contains 4944 members 
Mstep: Class 37 contains 29710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699200.000000 Penalty: 131487.906250
Iteration 223Q: 38 clusters Score -1.576992e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126734 members 
Mstep: Class 2 contains 3751 members 
Mstep: Class 3 contains 11113 members 
Mstep: Class 4 contains 11854 members 
Mstep: Class 5 contains 12255 members 
Mstep: Class 6 contains 304756 members 
Mstep: Class 7 contains 225663 members 
Mstep: Class 8 contains 64371 members 
Mstep: Class 9 contains 4394 members 
Mstep: Class 10 contains 6874 members 
Mstep: Class 11 contains 8080 members 
Mstep: Class 12 contains 75549 members 
Mstep: Class 13 contains 9711 members 
Mstep: Class 14 contains 229341 members 
Mstep: Class 15 contains 13681 members 
Mstep: Class 16 contains 220664 members 
Mstep: Class 17 contains 6136 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 8108 members 
Mstep: Class 20 contains 23239 members 
Mstep: Class 21 contains 7410 members 
Mstep: Class 22 contains 7621 members 
Mstep: Class 23 contains 6074 members 
Mstep: Class 24 contains 18526 members 
Mstep: Class 25 contains 8699 members 
Mstep: Class 26 contains 7238 members 
Mstep: Class 27 contains 4254 members 
Mstep: Class 28 contains 15512 members 
Mstep: Class 29 contains 5935 members 
Mstep: Class 30 contains 18820 members 
Mstep: Class 31 contains 102059 members 
Mstep: Class 32 contains 6268 members 
Mstep: Class 33 contains 44877 members 
Mstep: Class 34 contains 3071 members 
Mstep: Class 35 contains 4399 members 
Mstep: Class 36 contains 4941 members 
Mstep: Class 37 contains 29771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699200.000000 Penalty: 131487.906250
Iteration 224Q: 38 clusters Score -1.576992e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126701 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 11114 members 
Mstep: Class 4 contains 11853 members 
Mstep: Class 5 contains 12254 members 
Mstep: Class 6 contains 304752 members 
Mstep: Class 7 contains 225604 members 
Mstep: Class 8 contains 64374 members 
Mstep: Class 9 contains 4446 members 
Mstep: Class 10 contains 6876 members 
Mstep: Class 11 contains 8077 members 
Mstep: Class 12 contains 75571 members 
Mstep: Class 13 contains 9707 members 
Mstep: Class 14 contains 229370 members 
Mstep: Class 15 contains 13678 members 
Mstep: Class 16 contains 220657 members 
Mstep: Class 17 contains 6144 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 8108 members 
Mstep: Class 20 contains 23232 members 
Mstep: Class 21 contains 7413 members 
Mstep: Class 22 contains 7625 members 
Mstep: Class 23 contains 6053 members 
Mstep: Class 24 contains 18530 members 
Mstep: Class 25 contains 8699 members 
Mstep: Class 26 contains 7237 members 
Mstep: Class 27 contains 4254 members 
Mstep: Class 28 contains 15511 members 
Mstep: Class 29 contains 5928 members 
Mstep: Class 30 contains 18812 members 
Mstep: Class 31 contains 102067 members 
Mstep: Class 32 contains 6273 members 
Mstep: Class 33 contains 44830 members 
Mstep: Class 34 contains 3070 members 
Mstep: Class 35 contains 4399 members 
Mstep: Class 36 contains 4940 members 
Mstep: Class 37 contains 29841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699376.000000 Penalty: 131487.906250
Iteration 225Q: 38 clusters Score -1.576994e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126679 members 
Mstep: Class 2 contains 3747 members 
Mstep: Class 3 contains 11114 members 
Mstep: Class 4 contains 11851 members 
Mstep: Class 5 contains 12253 members 
Mstep: Class 6 contains 304744 members 
Mstep: Class 7 contains 225540 members 
Mstep: Class 8 contains 64372 members 
Mstep: Class 9 contains 4514 members 
Mstep: Class 10 contains 6876 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 75600 members 
Mstep: Class 13 contains 9705 members 
Mstep: Class 14 contains 229395 members 
Mstep: Class 15 contains 13680 members 
Mstep: Class 16 contains 220643 members 
Mstep: Class 17 contains 6148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 8106 members 
Mstep: Class 20 contains 23226 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 7631 members 
Mstep: Class 23 contains 6031 members 
Mstep: Class 24 contains 18528 members 
Mstep: Class 25 contains 8698 members 
Mstep: Class 26 contains 7237 members 
Mstep: Class 27 contains 4256 members 
Mstep: Class 28 contains 15508 members 
Mstep: Class 29 contains 5926 members 
Mstep: Class 30 contains 18811 members 
Mstep: Class 31 contains 102069 members 
Mstep: Class 32 contains 6275 members 
Mstep: Class 33 contains 44787 members 
Mstep: Class 34 contains 3071 members 
Mstep: Class 35 contains 4401 members 
Mstep: Class 36 contains 4941 members 
Mstep: Class 37 contains 29894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699456.000000 Penalty: 131487.906250
Iteration 226Q: 38 clusters Score -1.576995e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126661 members 
Mstep: Class 2 contains 3745 members 
Mstep: Class 3 contains 11114 members 
Mstep: Class 4 contains 11833 members 
Mstep: Class 5 contains 12251 members 
Mstep: Class 6 contains 304738 members 
Mstep: Class 7 contains 225501 members 
Mstep: Class 8 contains 64370 members 
Mstep: Class 9 contains 4577 members 
Mstep: Class 10 contains 6873 members 
Mstep: Class 11 contains 8069 members 
Mstep: Class 12 contains 75624 members 
Mstep: Class 13 contains 9703 members 
Mstep: Class 14 contains 229417 members 
Mstep: Class 15 contains 13677 members 
Mstep: Class 16 contains 220625 members 
Mstep: Class 17 contains 6157 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 8108 members 
Mstep: Class 20 contains 23219 members 
Mstep: Class 21 contains 7422 members 
Mstep: Class 22 contains 7638 members 
Mstep: Class 23 contains 6019 members 
Mstep: Class 24 contains 18525 members 
Mstep: Class 25 contains 8698 members 
Mstep: Class 26 contains 7240 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 15504 members 
Mstep: Class 29 contains 5924 members 
Mstep: Class 30 contains 18808 members 
Mstep: Class 31 contains 102076 members 
Mstep: Class 32 contains 6280 members 
Mstep: Class 33 contains 44746 members 
Mstep: Class 34 contains 3075 members 
Mstep: Class 35 contains 4403 members 
Mstep: Class 36 contains 4941 members 
Mstep: Class 37 contains 29933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699584.000000 Penalty: 131487.906250
Iteration 227Q: 38 clusters Score -1.576996e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126643 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11114 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 12249 members 
Mstep: Class 6 contains 304732 members 
Mstep: Class 7 contains 225464 members 
Mstep: Class 8 contains 64366 members 
Mstep: Class 9 contains 4639 members 
Mstep: Class 10 contains 6876 members 
Mstep: Class 11 contains 8060 members 
Mstep: Class 12 contains 75644 members 
Mstep: Class 13 contains 9705 members 
Mstep: Class 14 contains 229444 members 
Mstep: Class 15 contains 13679 members 
Mstep: Class 16 contains 220612 members 
Mstep: Class 17 contains 6155 members 
Mstep: Class 18 contains 10254 members 
Mstep: Class 19 contains 8107 members 
Mstep: Class 20 contains 23215 members 
Mstep: Class 21 contains 7423 members 
Mstep: Class 22 contains 7643 members 
Mstep: Class 23 contains 6005 members 
Mstep: Class 24 contains 18521 members 
Mstep: Class 25 contains 8697 members 
Mstep: Class 26 contains 7241 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 15500 members 
Mstep: Class 29 contains 5922 members 
Mstep: Class 30 contains 18797 members 
Mstep: Class 31 contains 102079 members 
Mstep: Class 32 contains 6288 members 
Mstep: Class 33 contains 44716 members 
Mstep: Class 34 contains 3086 members 
Mstep: Class 35 contains 4403 members 
Mstep: Class 36 contains 4941 members 
Mstep: Class 37 contains 29967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699776.000000 Penalty: 131487.906250
Iteration 228Q: 38 clusters Score -1.576998e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126618 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11114 members 
Mstep: Class 4 contains 11821 members 
Mstep: Class 5 contains 12245 members 
Mstep: Class 6 contains 304723 members 
Mstep: Class 7 contains 225426 members 
Mstep: Class 8 contains 64367 members 
Mstep: Class 9 contains 4702 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 8054 members 
Mstep: Class 12 contains 75658 members 
Mstep: Class 13 contains 9707 members 
Mstep: Class 14 contains 229476 members 
Mstep: Class 15 contains 13680 members 
Mstep: Class 16 contains 220611 members 
Mstep: Class 17 contains 6156 members 
Mstep: Class 18 contains 10253 members 
Mstep: Class 19 contains 8106 members 
Mstep: Class 20 contains 23213 members 
Mstep: Class 21 contains 7427 members 
Mstep: Class 22 contains 7649 members 
Mstep: Class 23 contains 5989 members 
Mstep: Class 24 contains 18517 members 
Mstep: Class 25 contains 8696 members 
Mstep: Class 26 contains 7244 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5921 members 
Mstep: Class 30 contains 18792 members 
Mstep: Class 31 contains 102087 members 
Mstep: Class 32 contains 6291 members 
Mstep: Class 33 contains 44663 members 
Mstep: Class 34 contains 3086 members 
Mstep: Class 35 contains 4402 members 
Mstep: Class 36 contains 4939 members 
Mstep: Class 37 contains 29996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699744.000000 Penalty: 131487.906250
Iteration 229Q: 38 clusters Score -1.576997e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126599 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11119 members 
Mstep: Class 4 contains 11821 members 
Mstep: Class 5 contains 12242 members 
Mstep: Class 6 contains 304716 members 
Mstep: Class 7 contains 225400 members 
Mstep: Class 8 contains 64369 members 
Mstep: Class 9 contains 4769 members 
Mstep: Class 10 contains 6886 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 75670 members 
Mstep: Class 13 contains 9700 members 
Mstep: Class 14 contains 229492 members 
Mstep: Class 15 contains 13681 members 
Mstep: Class 16 contains 220612 members 
Mstep: Class 17 contains 6155 members 
Mstep: Class 18 contains 10249 members 
Mstep: Class 19 contains 8107 members 
Mstep: Class 20 contains 23215 members 
Mstep: Class 21 contains 7432 members 
Mstep: Class 22 contains 7656 members 
Mstep: Class 23 contains 5961 members 
Mstep: Class 24 contains 18515 members 
Mstep: Class 25 contains 8697 members 
Mstep: Class 26 contains 7244 members 
Mstep: Class 27 contains 4258 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5916 members 
Mstep: Class 30 contains 18787 members 
Mstep: Class 31 contains 102094 members 
Mstep: Class 32 contains 6295 members 
Mstep: Class 33 contains 44609 members 
Mstep: Class 34 contains 3086 members 
Mstep: Class 35 contains 4402 members 
Mstep: Class 36 contains 4940 members 
Mstep: Class 37 contains 30024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699344.000000 Penalty: 131487.906250
Iteration 230Q: 38 clusters Score -1.576993e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126576 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 11122 members 
Mstep: Class 4 contains 11826 members 
Mstep: Class 5 contains 12238 members 
Mstep: Class 6 contains 304710 members 
Mstep: Class 7 contains 225368 members 
Mstep: Class 8 contains 64369 members 
Mstep: Class 9 contains 4839 members 
Mstep: Class 10 contains 6887 members 
Mstep: Class 11 contains 8047 members 
Mstep: Class 12 contains 75685 members 
Mstep: Class 13 contains 9702 members 
Mstep: Class 14 contains 229517 members 
Mstep: Class 15 contains 13681 members 
Mstep: Class 16 contains 220602 members 
Mstep: Class 17 contains 6158 members 
Mstep: Class 18 contains 10249 members 
Mstep: Class 19 contains 8110 members 
Mstep: Class 20 contains 23217 members 
Mstep: Class 21 contains 7435 members 
Mstep: Class 22 contains 7662 members 
Mstep: Class 23 contains 5947 members 
Mstep: Class 24 contains 18512 members 
Mstep: Class 25 contains 8696 members 
Mstep: Class 26 contains 7244 members 
Mstep: Class 27 contains 4259 members 
Mstep: Class 28 contains 15496 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 18785 members 
Mstep: Class 31 contains 102101 members 
Mstep: Class 32 contains 6293 members 
Mstep: Class 33 contains 44567 members 
Mstep: Class 34 contains 3091 members 
Mstep: Class 35 contains 4400 members 
Mstep: Class 36 contains 4943 members 
Mstep: Class 37 contains 30021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699728.000000 Penalty: 131487.906250
Iteration 231Q: 38 clusters Score -1.576997e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126560 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 11130 members 
Mstep: Class 4 contains 11837 members 
Mstep: Class 5 contains 12235 members 
Mstep: Class 6 contains 304702 members 
Mstep: Class 7 contains 225345 members 
Mstep: Class 8 contains 64368 members 
Mstep: Class 9 contains 4900 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 8041 members 
Mstep: Class 12 contains 75691 members 
Mstep: Class 13 contains 9699 members 
Mstep: Class 14 contains 229532 members 
Mstep: Class 15 contains 13682 members 
Mstep: Class 16 contains 220598 members 
Mstep: Class 17 contains 6158 members 
Mstep: Class 18 contains 10248 members 
Mstep: Class 19 contains 8110 members 
Mstep: Class 20 contains 23218 members 
Mstep: Class 21 contains 7443 members 
Mstep: Class 22 contains 7669 members 
Mstep: Class 23 contains 5932 members 
Mstep: Class 24 contains 18508 members 
Mstep: Class 25 contains 8696 members 
Mstep: Class 26 contains 7244 members 
Mstep: Class 27 contains 4260 members 
Mstep: Class 28 contains 15492 members 
Mstep: Class 29 contains 5909 members 
Mstep: Class 30 contains 18783 members 
Mstep: Class 31 contains 102112 members 
Mstep: Class 32 contains 6292 members 
Mstep: Class 33 contains 44528 members 
Mstep: Class 34 contains 3097 members 
Mstep: Class 35 contains 4401 members 
Mstep: Class 36 contains 4941 members 
Mstep: Class 37 contains 30015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699600.000000 Penalty: 131487.906250
Iteration 232Q: 38 clusters Score -1.576996e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126532 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11134 members 
Mstep: Class 4 contains 11849 members 
Mstep: Class 5 contains 12232 members 
Mstep: Class 6 contains 304692 members 
Mstep: Class 7 contains 225314 members 
Mstep: Class 8 contains 64368 members 
Mstep: Class 9 contains 4950 members 
Mstep: Class 10 contains 6892 members 
Mstep: Class 11 contains 8036 members 
Mstep: Class 12 contains 75705 members 
Mstep: Class 13 contains 9698 members 
Mstep: Class 14 contains 229560 members 
Mstep: Class 15 contains 13685 members 
Mstep: Class 16 contains 220599 members 
Mstep: Class 17 contains 6156 members 
Mstep: Class 18 contains 10248 members 
Mstep: Class 19 contains 8110 members 
Mstep: Class 20 contains 23220 members 
Mstep: Class 21 contains 7447 members 
Mstep: Class 22 contains 7671 members 
Mstep: Class 23 contains 5914 members 
Mstep: Class 24 contains 18503 members 
Mstep: Class 25 contains 8694 members 
Mstep: Class 26 contains 7244 members 
Mstep: Class 27 contains 4260 members 
Mstep: Class 28 contains 15491 members 
Mstep: Class 29 contains 5907 members 
Mstep: Class 30 contains 18781 members 
Mstep: Class 31 contains 102120 members 
Mstep: Class 32 contains 6292 members 
Mstep: Class 33 contains 44492 members 
Mstep: Class 34 contains 3100 members 
Mstep: Class 35 contains 4401 members 
Mstep: Class 36 contains 4940 members 
Mstep: Class 37 contains 30029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699808.000000 Penalty: 131487.906250
Iteration 233Q: 38 clusters Score -1.576998e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126513 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11138 members 
Mstep: Class 4 contains 11865 members 
Mstep: Class 5 contains 12232 members 
Mstep: Class 6 contains 304690 members 
Mstep: Class 7 contains 225292 members 
Mstep: Class 8 contains 64366 members 
Mstep: Class 9 contains 5001 members 
Mstep: Class 10 contains 6893 members 
Mstep: Class 11 contains 8032 members 
Mstep: Class 12 contains 75712 members 
Mstep: Class 13 contains 9694 members 
Mstep: Class 14 contains 229588 members 
Mstep: Class 15 contains 13686 members 
Mstep: Class 16 contains 220597 members 
Mstep: Class 17 contains 6156 members 
Mstep: Class 18 contains 10247 members 
Mstep: Class 19 contains 8110 members 
Mstep: Class 20 contains 23210 members 
Mstep: Class 21 contains 7454 members 
Mstep: Class 22 contains 7668 members 
Mstep: Class 23 contains 5906 members 
Mstep: Class 24 contains 18498 members 
Mstep: Class 25 contains 8694 members 
Mstep: Class 26 contains 7244 members 
Mstep: Class 27 contains 4262 members 
Mstep: Class 28 contains 15491 members 
Mstep: Class 29 contains 5907 members 
Mstep: Class 30 contains 18776 members 
Mstep: Class 31 contains 102125 members 
Mstep: Class 32 contains 6294 members 
Mstep: Class 33 contains 44448 members 
Mstep: Class 34 contains 3106 members 
Mstep: Class 35 contains 4403 members 
Mstep: Class 36 contains 4941 members 
Mstep: Class 37 contains 30032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700080.000000 Penalty: 131487.906250
Iteration 234Q: 38 clusters Score -1.577001e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126503 members 
Mstep: Class 2 contains 3738 members 
Mstep: Class 3 contains 11140 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 12232 members 
Mstep: Class 6 contains 304689 members 
Mstep: Class 7 contains 225266 members 
Mstep: Class 8 contains 64365 members 
Mstep: Class 9 contains 5047 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 8027 members 
Mstep: Class 12 contains 75734 members 
Mstep: Class 13 contains 9690 members 
Mstep: Class 14 contains 229630 members 
Mstep: Class 15 contains 13686 members 
Mstep: Class 16 contains 220602 members 
Mstep: Class 17 contains 6154 members 
Mstep: Class 18 contains 10247 members 
Mstep: Class 19 contains 8110 members 
Mstep: Class 20 contains 23206 members 
Mstep: Class 21 contains 7460 members 
Mstep: Class 22 contains 7670 members 
Mstep: Class 23 contains 5890 members 
Mstep: Class 24 contains 18495 members 
Mstep: Class 25 contains 8694 members 
Mstep: Class 26 contains 7245 members 
Mstep: Class 27 contains 4263 members 
Mstep: Class 28 contains 15490 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 18770 members 
Mstep: Class 31 contains 102133 members 
Mstep: Class 32 contains 6296 members 
Mstep: Class 33 contains 44403 members 
Mstep: Class 34 contains 3115 members 
Mstep: Class 35 contains 4402 members 
Mstep: Class 36 contains 4944 members 
Mstep: Class 37 contains 30013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700272.000000 Penalty: 131487.906250
Iteration 235Q: 38 clusters Score -1.577003e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126494 members 
Mstep: Class 2 contains 3738 members 
Mstep: Class 3 contains 11141 members 
Mstep: Class 4 contains 11858 members 
Mstep: Class 5 contains 12233 members 
Mstep: Class 6 contains 304682 members 
Mstep: Class 7 contains 225238 members 
Mstep: Class 8 contains 64360 members 
Mstep: Class 9 contains 5087 members 
Mstep: Class 10 contains 6899 members 
Mstep: Class 11 contains 8029 members 
Mstep: Class 12 contains 75748 members 
Mstep: Class 13 contains 9693 members 
Mstep: Class 14 contains 229668 members 
Mstep: Class 15 contains 13685 members 
Mstep: Class 16 contains 220601 members 
Mstep: Class 17 contains 6155 members 
Mstep: Class 18 contains 10249 members 
Mstep: Class 19 contains 8108 members 
Mstep: Class 20 contains 23200 members 
Mstep: Class 21 contains 7467 members 
Mstep: Class 22 contains 7667 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 18494 members 
Mstep: Class 25 contains 8693 members 
Mstep: Class 26 contains 7247 members 
Mstep: Class 27 contains 4264 members 
Mstep: Class 28 contains 15487 members 
Mstep: Class 29 contains 5903 members 
Mstep: Class 30 contains 18766 members 
Mstep: Class 31 contains 102141 members 
Mstep: Class 32 contains 6302 members 
Mstep: Class 33 contains 44377 members 
Mstep: Class 34 contains 3120 members 
Mstep: Class 35 contains 4403 members 
Mstep: Class 36 contains 4945 members 
Mstep: Class 37 contains 29997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699904.000000 Penalty: 131487.906250
Iteration 236Q: 38 clusters Score -1.576999e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126491 members 
Mstep: Class 2 contains 3739 members 
Mstep: Class 3 contains 11140 members 
Mstep: Class 4 contains 11858 members 
Mstep: Class 5 contains 12232 members 
Mstep: Class 6 contains 304680 members 
Mstep: Class 7 contains 225209 members 
Mstep: Class 8 contains 64356 members 
Mstep: Class 9 contains 5137 members 
Mstep: Class 10 contains 6909 members 
Mstep: Class 11 contains 8028 members 
Mstep: Class 12 contains 75758 members 
Mstep: Class 13 contains 9689 members 
Mstep: Class 14 contains 229688 members 
Mstep: Class 15 contains 13684 members 
Mstep: Class 16 contains 220600 members 
Mstep: Class 17 contains 6157 members 
Mstep: Class 18 contains 10251 members 
Mstep: Class 19 contains 8108 members 
Mstep: Class 20 contains 23196 members 
Mstep: Class 21 contains 7473 members 
Mstep: Class 22 contains 7664 members 
Mstep: Class 23 contains 5849 members 
Mstep: Class 24 contains 18494 members 
Mstep: Class 25 contains 8691 members 
Mstep: Class 26 contains 7246 members 
Mstep: Class 27 contains 4268 members 
Mstep: Class 28 contains 15487 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 18763 members 
Mstep: Class 31 contains 102148 members 
Mstep: Class 32 contains 6301 members 
Mstep: Class 33 contains 44349 members 
Mstep: Class 34 contains 3127 members 
Mstep: Class 35 contains 4403 members 
Mstep: Class 36 contains 4944 members 
Mstep: Class 37 contains 29987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699968.000000 Penalty: 131487.906250
Iteration 237Q: 38 clusters Score -1.577e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126485 members 
Mstep: Class 2 contains 3740 members 
Mstep: Class 3 contains 11139 members 
Mstep: Class 4 contains 11854 members 
Mstep: Class 5 contains 12230 members 
Mstep: Class 6 contains 304678 members 
Mstep: Class 7 contains 225186 members 
Mstep: Class 8 contains 64353 members 
Mstep: Class 9 contains 5191 members 
Mstep: Class 10 contains 6918 members 
Mstep: Class 11 contains 8027 members 
Mstep: Class 12 contains 75762 members 
Mstep: Class 13 contains 9685 members 
Mstep: Class 14 contains 229697 members 
Mstep: Class 15 contains 13686 members 
Mstep: Class 16 contains 220593 members 
Mstep: Class 17 contains 6162 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 8106 members 
Mstep: Class 20 contains 23193 members 
Mstep: Class 21 contains 7473 members 
Mstep: Class 22 contains 7666 members 
Mstep: Class 23 contains 5826 members 
Mstep: Class 24 contains 18492 members 
Mstep: Class 25 contains 8693 members 
Mstep: Class 26 contains 7246 members 
Mstep: Class 27 contains 4273 members 
Mstep: Class 28 contains 15486 members 
Mstep: Class 29 contains 5905 members 
Mstep: Class 30 contains 18762 members 
Mstep: Class 31 contains 102154 members 
Mstep: Class 32 contains 6302 members 
Mstep: Class 33 contains 44332 members 
Mstep: Class 34 contains 3134 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4943 members 
Mstep: Class 37 contains 29981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700048.000000 Penalty: 131487.906250
Iteration 238Q: 38 clusters Score -1.577e+08 nChanged 312
Entering ConstructFrom: 
Score: -157700048.000000 Penalty: 131487.906250
Entering ConstructFrom: 
Trying to split cluster 1 (126476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126476 members 
Entering Unmasked Estep 
Score: -12276074.000000 Penalty: 2913.456299
	Iteration 0F: 2 clusters Score -1.227607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -12191391.000000 Penalty: 5826.912598
	Iteration 0F: 3 clusters Score -1.219139e+07 nChanged 60242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61392 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -12225875.000000 Penalty: 5826.912598
	Iteration 1F: 3 clusters Score -1.222588e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -12226773.000000 Penalty: 5826.912598
	Iteration 2Q: 3 clusters Score -1.222677e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -12227617.000000 Penalty: 5826.912598
	Iteration 3Q: 3 clusters Score -1.222762e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 70134 members 
Entering Unmasked Estep 
Score: -12228772.000000 Penalty: 5826.912598
	Iteration 4Q: 3 clusters Score -1.222877e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -12230422.000000 Penalty: 5826.912598
	Iteration 5Q: 3 clusters Score -1.223042e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 79054 members 
Entering Unmasked Estep 
Score: -12233139.000000 Penalty: 5826.912598
	Iteration 6Q: 3 clusters Score -1.223314e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 86335 members 
Entering Unmasked Estep 
Score: -12237641.000000 Penalty: 5826.912598
	Iteration 7F: 3 clusters Score -1.223764e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 95715 members 
Entering Unmasked Estep 
Score: -12244673.000000 Penalty: 5826.912598
	Iteration 8F: 3 clusters Score -1.224467e+07 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 106248 members 
Entering Unmasked Estep 
Score: -12254268.000000 Penalty: 5826.912598
	Iteration 9F: 3 clusters Score -1.225427e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 115439 members 
Entering Unmasked Estep 
Score: -12263249.000000 Penalty: 5826.912598
	Iteration 10F: 3 clusters Score -1.226325e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 121521 members 
Entering Unmasked Estep 
Score: -12269139.000000 Penalty: 5826.912598
	Iteration 11Q: 3 clusters Score -1.226914e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 124368 members 
Entering Unmasked Estep 
Score: -12271760.000000 Penalty: 5826.912598
	Iteration 12Q: 3 clusters Score -1.227176e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 125520 members 
Entering Unmasked Estep 
Score: -12272786.000000 Penalty: 5826.912598
	Iteration 13Q: 3 clusters Score -1.227279e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 125887 members 
Entering Unmasked Estep 
Score: -12273130.000000 Penalty: 5826.912598
	Iteration 14Q: 3 clusters Score -1.227313e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 126029 members 
Entering Unmasked Estep 
Score: -12273277.000000 Penalty: 5826.912598
	Iteration 15Q: 3 clusters Score -1.227328e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 126094 members 
Entering Unmasked Estep 
Score: -12273378.000000 Penalty: 5826.912598
	Iteration 16Q: 3 clusters Score -1.227338e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 126126 members 
Entering Unmasked Estep 
Score: -12273416.000000 Penalty: 5826.912598
	Iteration 17Q: 3 clusters Score -1.227342e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 126145 members 
Entering Unmasked Estep 
Score: -12273425.000000 Penalty: 5826.912598
	Iteration 18Q: 3 clusters Score -1.227342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 126154 members 
Entering Unmasked Estep 
Score: -12273444.000000 Penalty: 5826.912598
	Iteration 19Q: 3 clusters Score -1.227344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 126162 members 
Entering Unmasked Estep 
Score: -12273451.000000 Penalty: 5826.912598
	Iteration 20F: 3 clusters Score -1.227345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 126178 members 
Entering Unmasked Estep 
Score: -12273471.000000 Penalty: 5826.912598
	Iteration 21Q: 3 clusters Score -1.227347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 126184 members 
Entering Unmasked Estep 
Score: -12273487.000000 Penalty: 5826.912598
	Iteration 22Q: 3 clusters Score -1.227349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 126188 members 
Entering Unmasked Estep 
Score: -12273488.000000 Penalty: 5826.912598
	Iteration 23Q: 3 clusters Score -1.227349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 126193 members 
Entering Unmasked Estep 
Score: -12273490.000000 Penalty: 5826.912598
	Iteration 24Q: 3 clusters Score -1.227349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 126196 members 
Entering Unmasked Estep 
Score: -12273489.000000 Penalty: 5826.912598
	Iteration 25Q: 3 clusters Score -1.227349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 126199 members 
Entering Unmasked Estep 
Score: -12273504.000000 Penalty: 5826.912598
	Iteration 26Q: 3 clusters Score -1.22735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 126200 members 
Entering Unmasked Estep 
Score: -12273507.000000 Penalty: 5826.912598
	Iteration 27Q: 3 clusters Score -1.227351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 126200 members 
Entering Unmasked Estep 
Score: -12273509.000000 Penalty: 5826.912598
	Iteration 28Q: 3 clusters Score -1.227351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 126200 members 
Entering Unmasked Estep 
Score: -12273509.000000 Penalty: 5826.912598
	Iteration 29F: 3 clusters Score -1.227351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Entering Unmasked Estep 
Score: -345950.843750 Penalty: 2040.190308
	Iteration 0F: 2 clusters Score -345950.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -342173.468750 Penalty: 4080.380615
	Iteration 0F: 3 clusters Score -342173.5 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -343008.718750 Penalty: 4080.380615
	Iteration 1F: 3 clusters Score -343008.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -343213.781250 Penalty: 4080.380615
	Iteration 2F: 3 clusters Score -343213.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -343351.281250 Penalty: 4080.380615
	Iteration 3F: 3 clusters Score -343351.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -343459.468750 Penalty: 4080.380615
	Iteration 4Q: 3 clusters Score -343459.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -343528.187500 Penalty: 4080.380615
	Iteration 5Q: 3 clusters Score -343528.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -343579.875000 Penalty: 4080.380615
	Iteration 6Q: 3 clusters Score -343579.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -343623.968750 Penalty: 4080.380615
	Iteration 7Q: 3 clusters Score -343624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -343654.781250 Penalty: 4080.380615
	Iteration 8Q: 3 clusters Score -343654.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -343680.812500 Penalty: 4080.380615
	Iteration 9Q: 3 clusters Score -343680.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -343697.281250 Penalty: 4080.380615
	Iteration 10Q: 3 clusters Score -343697.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -343714.937500 Penalty: 4080.380615
	Iteration 11Q: 3 clusters Score -343714.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -343736.937500 Penalty: 4080.380615
	Iteration 12Q: 3 clusters Score -343736.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -343753.781250 Penalty: 4080.380615
	Iteration 13Q: 3 clusters Score -343753.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -343769.500000 Penalty: 4080.380615
	Iteration 14Q: 3 clusters Score -343769.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -343782.281250 Penalty: 4080.380615
	Iteration 15Q: 3 clusters Score -343782.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -343795.656250 Penalty: 4080.380615
	Iteration 16Q: 3 clusters Score -343795.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -343803.187500 Penalty: 4080.380615
	Iteration 17Q: 3 clusters Score -343803.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -343810.281250 Penalty: 4080.380615
	Iteration 18Q: 3 clusters Score -343810.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -343818.343750 Penalty: 4080.380615
	Iteration 19Q: 3 clusters Score -343818.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -343825.312500 Penalty: 4080.380615
	Iteration 20F: 3 clusters Score -343825.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -343829.375000 Penalty: 4080.380615
	Iteration 21Q: 3 clusters Score -343829.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -343834.750000 Penalty: 4080.380615
	Iteration 22Q: 3 clusters Score -343834.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -343840.531250 Penalty: 4080.380615
	Iteration 23Q: 3 clusters Score -343840.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -343844.781250 Penalty: 4080.380615
	Iteration 24Q: 3 clusters Score -343844.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -343852.937500 Penalty: 4080.380615
	Iteration 25Q: 3 clusters Score -343852.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -343856.531250 Penalty: 4080.380615
	Iteration 26Q: 3 clusters Score -343856.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -343858.562500 Penalty: 4080.380615
	Iteration 27Q: 3 clusters Score -343858.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -343864.125000 Penalty: 4080.380615
	Iteration 28Q: 3 clusters Score -343864.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -343868.812500 Penalty: 4080.380615
	Iteration 29Q: 3 clusters Score -343868.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -343875.812500 Penalty: 4080.380615
	Iteration 30Q: 3 clusters Score -343875.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -343881.625000 Penalty: 4080.380615
	Iteration 31Q: 3 clusters Score -343881.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -343884.218750 Penalty: 4080.380615
	Iteration 32Q: 3 clusters Score -343884.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -343886.437500 Penalty: 4080.380615
	Iteration 33Q: 3 clusters Score -343886.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -343887.937500 Penalty: 4080.380615
	Iteration 34Q: 3 clusters Score -343887.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -343889.875000 Penalty: 4080.380615
	Iteration 35Q: 3 clusters Score -343889.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -343892.156250 Penalty: 4080.380615
	Iteration 36Q: 3 clusters Score -343892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -343893.062500 Penalty: 4080.380615
	Iteration 37Q: 3 clusters Score -343893.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -343894.718750 Penalty: 4080.380615
	Iteration 38Q: 3 clusters Score -343894.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -343896.812500 Penalty: 4080.380615
	Iteration 39Q: 3 clusters Score -343896.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -343899.656250 Penalty: 4080.380615
	Iteration 40F: 3 clusters Score -343899.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -343900.031250 Penalty: 4080.380615
	Iteration 41Q: 3 clusters Score -343900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -343901.000000 Penalty: 4080.380615
	Iteration 42Q: 3 clusters Score -343901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -343901.437500 Penalty: 4080.380615
	Iteration 43Q: 3 clusters Score -343901.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -343901.437500 Penalty: 4080.380615
	Iteration 44Q: 3 clusters Score -343901.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -343901.437500 Penalty: 4080.380615
	Iteration 45F: 3 clusters Score -343901.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Entering Unmasked Estep 
Score: -1041084.875000 Penalty: 2310.915527
	Iteration 0F: 2 clusters Score -1041085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1032714.062500 Penalty: 4621.831055
	Iteration 0F: 3 clusters Score -1032714 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1035040.000000 Penalty: 4621.831055
	Iteration 1F: 3 clusters Score -1035040 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1035325.875000 Penalty: 4621.831055
	Iteration 2F: 3 clusters Score -1035326 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1035550.687500 Penalty: 4621.831055
	Iteration 3Q: 3 clusters Score -1035551 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1035762.375000 Penalty: 4621.831055
	Iteration 4Q: 3 clusters Score -1035762 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1035945.125000 Penalty: 4621.831055
	Iteration 5Q: 3 clusters Score -1035945 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1036145.187500 Penalty: 4621.831055
	Iteration 6Q: 3 clusters Score -1036145 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1036393.125000 Penalty: 4621.831055
	Iteration 7Q: 3 clusters Score -1036393 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1036691.312500 Penalty: 4621.831055
	Iteration 8Q: 3 clusters Score -1036691 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1036958.375000 Penalty: 4621.831055
	Iteration 9Q: 3 clusters Score -1036958 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1037238.937500 Penalty: 4621.831055
	Iteration 10Q: 3 clusters Score -1037239 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1037532.437500 Penalty: 4621.831055
	Iteration 11Q: 3 clusters Score -1037532 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1037773.062500 Penalty: 4621.831055
	Iteration 12Q: 3 clusters Score -1037773 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1037969.750000 Penalty: 4621.831055
	Iteration 13Q: 3 clusters Score -1037970 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1038132.000000 Penalty: 4621.831055
	Iteration 14Q: 3 clusters Score -1038132 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1038265.937500 Penalty: 4621.831055
	Iteration 15Q: 3 clusters Score -1038266 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1038373.562500 Penalty: 4621.831055
	Iteration 16Q: 3 clusters Score -1038374 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1038460.375000 Penalty: 4621.831055
	Iteration 17Q: 3 clusters Score -1038460 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1038534.875000 Penalty: 4621.831055
	Iteration 18Q: 3 clusters Score -1038535 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1038601.187500 Penalty: 4621.831055
	Iteration 19Q: 3 clusters Score -1038601 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1038659.250000 Penalty: 4621.831055
	Iteration 20F: 3 clusters Score -1038659 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1038714.125000 Penalty: 4621.831055
	Iteration 21Q: 3 clusters Score -1038714 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1038765.375000 Penalty: 4621.831055
	Iteration 22Q: 3 clusters Score -1038765 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1038810.937500 Penalty: 4621.831055
	Iteration 23Q: 3 clusters Score -1038811 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1038855.000000 Penalty: 4621.831055
	Iteration 24Q: 3 clusters Score -1038855 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1038890.625000 Penalty: 4621.831055
	Iteration 25Q: 3 clusters Score -1038891 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1038927.812500 Penalty: 4621.831055
	Iteration 26Q: 3 clusters Score -1038928 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1038961.500000 Penalty: 4621.831055
	Iteration 27Q: 3 clusters Score -1038962 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1039003.500000 Penalty: 4621.831055
	Iteration 28Q: 3 clusters Score -1039004 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1039036.562500 Penalty: 4621.831055
	Iteration 29Q: 3 clusters Score -1039037 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1039064.562500 Penalty: 4621.831055
	Iteration 30Q: 3 clusters Score -1039065 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1039095.875000 Penalty: 4621.831055
	Iteration 31Q: 3 clusters Score -1039096 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1039126.562500 Penalty: 4621.831055
	Iteration 32Q: 3 clusters Score -1039127 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1039154.937500 Penalty: 4621.831055
	Iteration 33Q: 3 clusters Score -1039155 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1039178.250000 Penalty: 4621.831055
	Iteration 34Q: 3 clusters Score -1039178 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1039208.687500 Penalty: 4621.831055
	Iteration 35Q: 3 clusters Score -1039209 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1039241.500000 Penalty: 4621.831055
	Iteration 36Q: 3 clusters Score -1039242 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1039279.187500 Penalty: 4621.831055
	Iteration 37Q: 3 clusters Score -1039279 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1039324.187500 Penalty: 4621.831055
	Iteration 38Q: 3 clusters Score -1039324 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1039370.750000 Penalty: 4621.831055
	Iteration 39Q: 3 clusters Score -1039371 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1039422.562500 Penalty: 4621.831055
	Iteration 40F: 3 clusters Score -1039423 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1039489.875000 Penalty: 4621.831055
	Iteration 41Q: 3 clusters Score -1039490 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1039548.687500 Penalty: 4621.831055
	Iteration 42Q: 3 clusters Score -1039549 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1039595.625000 Penalty: 4621.831055
	Iteration 43Q: 3 clusters Score -1039596 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1039639.375000 Penalty: 4621.831055
	Iteration 44Q: 3 clusters Score -1039639 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1039685.187500 Penalty: 4621.831055
	Iteration 45Q: 3 clusters Score -1039685 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1039740.625000 Penalty: 4621.831055
	Iteration 46Q: 3 clusters Score -1039741 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1039783.000000 Penalty: 4621.831055
	Iteration 47Q: 3 clusters Score -1039783 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1039845.687500 Penalty: 4621.831055
	Iteration 48Q: 3 clusters Score -1039846 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1039904.875000 Penalty: 4621.831055
	Iteration 49Q: 3 clusters Score -1039905 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1039956.125000 Penalty: 4621.831055
	Iteration 50Q: 3 clusters Score -1039956 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1040002.187500 Penalty: 4621.831055
	Iteration 51Q: 3 clusters Score -1040002 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1040036.312500 Penalty: 4621.831055
	Iteration 52Q: 3 clusters Score -1040036 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1040071.750000 Penalty: 4621.831055
	Iteration 53Q: 3 clusters Score -1040072 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1040099.875000 Penalty: 4621.831055
	Iteration 54Q: 3 clusters Score -1040100 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1040124.812500 Penalty: 4621.831055
	Iteration 55Q: 3 clusters Score -1040125 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1040152.125000 Penalty: 4621.831055
	Iteration 56Q: 3 clusters Score -1040152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1040174.687500 Penalty: 4621.831055
	Iteration 57Q: 3 clusters Score -1040175 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1040188.000000 Penalty: 4621.831055
	Iteration 58Q: 3 clusters Score -1040188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1040197.375000 Penalty: 4621.831055
	Iteration 59Q: 3 clusters Score -1040197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1040201.750000 Penalty: 4621.831055
	Iteration 60F: 3 clusters Score -1040202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1040205.937500 Penalty: 4621.831055
	Iteration 61Q: 3 clusters Score -1040206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1040211.812500 Penalty: 4621.831055
	Iteration 62Q: 3 clusters Score -1040212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1040212.562500 Penalty: 4621.831055
	Iteration 63Q: 3 clusters Score -1040213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1040214.750000 Penalty: 4621.831055
	Iteration 64Q: 3 clusters Score -1040215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1040218.750000 Penalty: 4621.831055
	Iteration 65Q: 3 clusters Score -1040219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1040221.062500 Penalty: 4621.831055
	Iteration 66Q: 3 clusters Score -1040221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1040223.062500 Penalty: 4621.831055
	Iteration 67Q: 3 clusters Score -1040223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1040223.437500 Penalty: 4621.831055
	Iteration 68Q: 3 clusters Score -1040223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1040224.375000 Penalty: 4621.831055
	Iteration 69Q: 3 clusters Score -1040224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1040223.875000 Penalty: 4621.831055
	Iteration 70Q: 3 clusters Score -1040224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1040223.875000 Penalty: 4621.831055
	Iteration 71F: 3 clusters Score -1040224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Entering Unmasked Estep 
Score: -1125812.875000 Penalty: 2326.427979
	Iteration 0F: 2 clusters Score -1125813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1116964.375000 Penalty: 4652.855957
	Iteration 0F: 3 clusters Score -1116964 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1119570.875000 Penalty: 4652.855957
	Iteration 1F: 3 clusters Score -1119571 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1119869.250000 Penalty: 4652.855957
	Iteration 2F: 3 clusters Score -1119869 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1120082.500000 Penalty: 4652.855957
	Iteration 3Q: 3 clusters Score -1120082 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1120252.250000 Penalty: 4652.855957
	Iteration 4Q: 3 clusters Score -1120252 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1120433.125000 Penalty: 4652.855957
	Iteration 5Q: 3 clusters Score -1120433 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1120608.000000 Penalty: 4652.855957
	Iteration 6Q: 3 clusters Score -1120608 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1120790.125000 Penalty: 4652.855957
	Iteration 7Q: 3 clusters Score -1120790 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1121015.500000 Penalty: 4652.855957
	Iteration 8Q: 3 clusters Score -1121016 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1121252.125000 Penalty: 4652.855957
	Iteration 9Q: 3 clusters Score -1121252 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1121558.500000 Penalty: 4652.855957
	Iteration 10Q: 3 clusters Score -1121558 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1121905.500000 Penalty: 4652.855957
	Iteration 11Q: 3 clusters Score -1121906 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1122233.750000 Penalty: 4652.855957
	Iteration 12Q: 3 clusters Score -1122234 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1122560.375000 Penalty: 4652.855957
	Iteration 13Q: 3 clusters Score -1122560 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1122885.500000 Penalty: 4652.855957
	Iteration 14Q: 3 clusters Score -1122886 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1123159.750000 Penalty: 4652.855957
	Iteration 15Q: 3 clusters Score -1123160 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1123368.250000 Penalty: 4652.855957
	Iteration 16Q: 3 clusters Score -1123368 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1123513.750000 Penalty: 4652.855957
	Iteration 17Q: 3 clusters Score -1123514 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1123609.375000 Penalty: 4652.855957
	Iteration 18Q: 3 clusters Score -1123609 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1123653.750000 Penalty: 4652.855957
	Iteration 19Q: 3 clusters Score -1123654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1123681.250000 Penalty: 4652.855957
	Iteration 20F: 3 clusters Score -1123681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1123700.250000 Penalty: 4652.855957
	Iteration 21Q: 3 clusters Score -1123700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1123717.375000 Penalty: 4652.855957
	Iteration 22Q: 3 clusters Score -1123717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1123727.000000 Penalty: 4652.855957
	Iteration 23Q: 3 clusters Score -1123727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1123742.000000 Penalty: 4652.855957
	Iteration 24Q: 3 clusters Score -1123742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1123758.000000 Penalty: 4652.855957
	Iteration 25Q: 3 clusters Score -1123758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1123768.625000 Penalty: 4652.855957
	Iteration 26Q: 3 clusters Score -1123769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1123779.125000 Penalty: 4652.855957
	Iteration 27Q: 3 clusters Score -1123779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1123783.500000 Penalty: 4652.855957
	Iteration 28Q: 3 clusters Score -1123784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1123788.875000 Penalty: 4652.855957
	Iteration 29Q: 3 clusters Score -1123789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1123791.375000 Penalty: 4652.855957
	Iteration 30Q: 3 clusters Score -1123791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1123799.375000 Penalty: 4652.855957
	Iteration 31Q: 3 clusters Score -1123799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1123802.375000 Penalty: 4652.855957
	Iteration 32Q: 3 clusters Score -1123802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1123802.750000 Penalty: 4652.855957
	Iteration 33Q: 3 clusters Score -1123803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1123804.375000 Penalty: 4652.855957
	Iteration 34Q: 3 clusters Score -1123804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1123807.000000 Penalty: 4652.855957
	Iteration 35Q: 3 clusters Score -1123807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1123809.500000 Penalty: 4652.855957
	Iteration 36Q: 3 clusters Score -1123810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1123809.500000 Penalty: 4652.855957
	Iteration 37F: 3 clusters Score -1123810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Entering Unmasked Estep 
Score: -1159986.125000 Penalty: 2334.169434
	Iteration 0F: 2 clusters Score -1159986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1150893.000000 Penalty: 4668.338867
	Iteration 0F: 3 clusters Score -1150893 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1153822.750000 Penalty: 4668.338867
	Iteration 1F: 3 clusters Score -1153823 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1154322.875000 Penalty: 4668.338867
	Iteration 2F: 3 clusters Score -1154323 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1155010.875000 Penalty: 4668.338867
	Iteration 3F: 3 clusters Score -1155011 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1156041.375000 Penalty: 4668.338867
	Iteration 4F: 3 clusters Score -1156041 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1156937.000000 Penalty: 4668.338867
	Iteration 5F: 3 clusters Score -1156937 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1157440.250000 Penalty: 4668.338867
	Iteration 6F: 3 clusters Score -1157440 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1157748.750000 Penalty: 4668.338867
	Iteration 7Q: 3 clusters Score -1157749 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1157989.375000 Penalty: 4668.338867
	Iteration 8Q: 3 clusters Score -1157989 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1158142.875000 Penalty: 4668.338867
	Iteration 9Q: 3 clusters Score -1158143 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1158262.750000 Penalty: 4668.338867
	Iteration 10Q: 3 clusters Score -1158263 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1158388.875000 Penalty: 4668.338867
	Iteration 11Q: 3 clusters Score -1158389 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1158510.000000 Penalty: 4668.338867
	Iteration 12Q: 3 clusters Score -1158510 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1158632.500000 Penalty: 4668.338867
	Iteration 13Q: 3 clusters Score -1158632 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1158746.625000 Penalty: 4668.338867
	Iteration 14Q: 3 clusters Score -1158747 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1158862.250000 Penalty: 4668.338867
	Iteration 15Q: 3 clusters Score -1158862 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1158983.000000 Penalty: 4668.338867
	Iteration 16Q: 3 clusters Score -1158983 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1159103.625000 Penalty: 4668.338867
	Iteration 17Q: 3 clusters Score -1159104 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1159223.625000 Penalty: 4668.338867
	Iteration 18Q: 3 clusters Score -1159224 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1159368.000000 Penalty: 4668.338867
	Iteration 19Q: 3 clusters Score -1159368 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1159512.125000 Penalty: 4668.338867
	Iteration 20F: 3 clusters Score -1159512 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1159657.500000 Penalty: 4668.338867
	Iteration 21Q: 3 clusters Score -1159658 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1159819.750000 Penalty: 4668.338867
	Iteration 22Q: 3 clusters Score -1159820 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1159976.000000 Penalty: 4668.338867
	Iteration 23Q: 3 clusters Score -1159976 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1160115.875000 Penalty: 4668.338867
	Iteration 24Q: 3 clusters Score -1160116 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1160220.000000 Penalty: 4668.338867
	Iteration 25Q: 3 clusters Score -1160220 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1160302.750000 Penalty: 4668.338867
	Iteration 26Q: 3 clusters Score -1160303 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1160357.750000 Penalty: 4668.338867
	Iteration 27Q: 3 clusters Score -1160358 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1160390.000000 Penalty: 4668.338867
	Iteration 28Q: 3 clusters Score -1160390 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1160406.625000 Penalty: 4668.338867
	Iteration 29Q: 3 clusters Score -1160407 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1160419.625000 Penalty: 4668.338867
	Iteration 30Q: 3 clusters Score -1160420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1160428.375000 Penalty: 4668.338867
	Iteration 31Q: 3 clusters Score -1160428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1160434.625000 Penalty: 4668.338867
	Iteration 32Q: 3 clusters Score -1160435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1160442.375000 Penalty: 4668.338867
	Iteration 33Q: 3 clusters Score -1160442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1160441.000000 Penalty: 4668.338867
	Iteration 34Q: 3 clusters Score -1160441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1160445.250000 Penalty: 4668.338867
	Iteration 35Q: 3 clusters Score -1160445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1160445.500000 Penalty: 4668.338867
	Iteration 36Q: 3 clusters Score -1160446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1160444.625000 Penalty: 4668.338867
	Iteration 37Q: 3 clusters Score -1160445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1160447.000000 Penalty: 4668.338867
	Iteration 38Q: 3 clusters Score -1160447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1160447.500000 Penalty: 4668.338867
	Iteration 39Q: 3 clusters Score -1160448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1160447.875000 Penalty: 4668.338867
	Iteration 40F: 3 clusters Score -1160448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126476 members 
Mstep: Class 2 contains 3739 members 
Mstep: Class 3 contains 11139 members 
Mstep: Class 4 contains 11858 members 
Mstep: Class 5 contains 9634 members 
Mstep: Class 6 contains 304674 members 
Mstep: Class 7 contains 225165 members 
Mstep: Class 8 contains 64352 members 
Mstep: Class 9 contains 5257 members 
Mstep: Class 10 contains 6921 members 
Mstep: Class 11 contains 8026 members 
Mstep: Class 12 contains 75768 members 
Mstep: Class 13 contains 9685 members 
Mstep: Class 14 contains 229709 members 
Mstep: Class 15 contains 13689 members 
Mstep: Class 16 contains 220587 members 
Mstep: Class 17 contains 6161 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 8105 members 
Mstep: Class 20 contains 23190 members 
Mstep: Class 21 contains 7475 members 
Mstep: Class 22 contains 7670 members 
Mstep: Class 23 contains 5802 members 
Mstep: Class 24 contains 18492 members 
Mstep: Class 25 contains 8693 members 
Mstep: Class 26 contains 7246 members 
Mstep: Class 27 contains 4276 members 
Mstep: Class 28 contains 15483 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 18763 members 
Mstep: Class 31 contains 102158 members 
Mstep: Class 32 contains 6305 members 
Mstep: Class 33 contains 44312 members 
Mstep: Class 34 contains 3133 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4944 members 
Mstep: Class 37 contains 29964 members 
Mstep: Class 38 contains 2600 members 
Entering Unmasked Estep 
Score: -157699616.000000 Penalty: 135041.625000
Splitting cluster 5 changes total score from -157700048.000000 to -157699616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (304674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304674 members 
Entering Unmasked Estep 
Score: -29858522.000000 Penalty: 3131.495605
	Iteration 0F: 2 clusters Score -2.985852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152103 members 
Mstep: Class 2 contains 152571 members 
Entering Unmasked Estep 
Score: -29664756.000000 Penalty: 6262.991211
	Iteration 0F: 3 clusters Score -2.966476e+07 nChanged 147433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147554 members 
Mstep: Class 2 contains 157120 members 
Entering Unmasked Estep 
Score: -29751642.000000 Penalty: 6262.991211
	Iteration 1F: 3 clusters Score -2.975164e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144097 members 
Mstep: Class 2 contains 160577 members 
Entering Unmasked Estep 
Score: -29753024.000000 Penalty: 6262.991211
	Iteration 2Q: 3 clusters Score -2.975302e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138403 members 
Mstep: Class 2 contains 166271 members 
Entering Unmasked Estep 
Score: -29755122.000000 Penalty: 6262.991211
	Iteration 3Q: 3 clusters Score -2.975512e+07 nChanged 11257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129376 members 
Mstep: Class 2 contains 175298 members 
Entering Unmasked Estep 
Score: -29758690.000000 Penalty: 6262.991211
	Iteration 4Q: 3 clusters Score -2.975869e+07 nChanged 15628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115588 members 
Mstep: Class 2 contains 189086 members 
Entering Unmasked Estep 
Score: -29765348.000000 Penalty: 6262.991211
	Iteration 5F: 3 clusters Score -2.976535e+07 nChanged 20945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 208533 members 
Entering Unmasked Estep 
Score: -29777034.000000 Penalty: 6262.991211
	Iteration 6F: 3 clusters Score -2.977703e+07 nChanged 24312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72853 members 
Mstep: Class 2 contains 231821 members 
Entering Unmasked Estep 
Score: -29792884.000000 Penalty: 6262.991211
	Iteration 7F: 3 clusters Score -2.979288e+07 nChanged 23970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 255325 members 
Entering Unmasked Estep 
Score: -29811120.000000 Penalty: 6262.991211
	Iteration 8F: 3 clusters Score -2.981112e+07 nChanged 20108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 275331 members 
Entering Unmasked Estep 
Score: -29828176.000000 Penalty: 6262.991211
	Iteration 9F: 3 clusters Score -2.982818e+07 nChanged 14643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 289960 members 
Entering Unmasked Estep 
Score: -29841776.000000 Penalty: 6262.991211
	Iteration 10Q: 3 clusters Score -2.984178e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 298544 members 
Entering Unmasked Estep 
Score: -29849988.000000 Penalty: 6262.991211
	Iteration 11Q: 3 clusters Score -2.984999e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 302386 members 
Entering Unmasked Estep 
Score: -29853566.000000 Penalty: 6262.991211
	Iteration 12Q: 3 clusters Score -2.985357e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 303728 members 
Entering Unmasked Estep 
Score: -29854814.000000 Penalty: 6262.991211
	Iteration 13Q: 3 clusters Score -2.985481e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 304128 members 
Entering Unmasked Estep 
Score: -29855220.000000 Penalty: 6262.991211
	Iteration 14Q: 3 clusters Score -2.985522e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 304264 members 
Entering Unmasked Estep 
Score: -29855456.000000 Penalty: 6262.991211
	Iteration 15Q: 3 clusters Score -2.985546e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 304316 members 
Entering Unmasked Estep 
Score: -29855584.000000 Penalty: 6262.991211
	Iteration 16Q: 3 clusters Score -2.985558e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 304339 members 
Entering Unmasked Estep 
Score: -29855642.000000 Penalty: 6262.991211
	Iteration 17Q: 3 clusters Score -2.985564e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 304348 members 
Entering Unmasked Estep 
Score: -29855668.000000 Penalty: 6262.991211
	Iteration 18Q: 3 clusters Score -2.985567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 304351 members 
Entering Unmasked Estep 
Score: -29855698.000000 Penalty: 6262.991211
	Iteration 19Q: 3 clusters Score -2.98557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 304356 members 
Entering Unmasked Estep 
Score: -29855708.000000 Penalty: 6262.991211
	Iteration 20F: 3 clusters Score -2.985571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 304359 members 
Entering Unmasked Estep 
Score: -29855700.000000 Penalty: 6262.991211
	Iteration 21Q: 3 clusters Score -2.98557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 304361 members 
Entering Unmasked Estep 
Score: -29855702.000000 Penalty: 6262.991211
	Iteration 22Q: 3 clusters Score -2.98557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 304363 members 
Entering Unmasked Estep 
Score: -29855726.000000 Penalty: 6262.991211
	Iteration 23Q: 3 clusters Score -2.985573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 304361 members 
Entering Unmasked Estep 
Score: -29855714.000000 Penalty: 6262.991211
	Iteration 24Q: 3 clusters Score -2.985571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 304361 members 
Entering Unmasked Estep 
Score: -29855710.000000 Penalty: 6262.991211
	Iteration 25Q: 3 clusters Score -2.985571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 304363 members 
Entering Unmasked Estep 
Score: -29855718.000000 Penalty: 6262.991211
	Iteration 26Q: 3 clusters Score -2.985572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 304366 members 
Entering Unmasked Estep 
Score: -29855722.000000 Penalty: 6262.991211
	Iteration 27Q: 3 clusters Score -2.985572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 304367 members 
Entering Unmasked Estep 
Score: -29855714.000000 Penalty: 6262.991211
	Iteration 28Q: 3 clusters Score -2.985571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 304370 members 
Entering Unmasked Estep 
Score: -29855726.000000 Penalty: 6262.991211
	Iteration 29Q: 3 clusters Score -2.985573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 304371 members 
Entering Unmasked Estep 
Score: -29855718.000000 Penalty: 6262.991211
	Iteration 30Q: 3 clusters Score -2.985572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 304371 members 
Entering Unmasked Estep 
Score: -29855718.000000 Penalty: 6262.991211
	Iteration 31F: 3 clusters Score -2.985572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (225165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225165 members 
Entering Unmasked Estep 
Score: -22122442.000000 Penalty: 3056.498047
	Iteration 0F: 2 clusters Score -2.212244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112750 members 
Mstep: Class 2 contains 112415 members 
Entering Unmasked Estep 
Score: -21972784.000000 Penalty: 6112.996094
	Iteration 0F: 3 clusters Score -2.197278e+07 nChanged 108406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119180 members 
Mstep: Class 2 contains 105985 members 
Entering Unmasked Estep 
Score: -22036948.000000 Penalty: 6112.996094
	Iteration 1F: 3 clusters Score -2.203695e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123252 members 
Mstep: Class 2 contains 101913 members 
Entering Unmasked Estep 
Score: -22038670.000000 Penalty: 6112.996094
	Iteration 2Q: 3 clusters Score -2.203867e+07 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129726 members 
Mstep: Class 2 contains 95439 members 
Entering Unmasked Estep 
Score: -22041938.000000 Penalty: 6112.996094
	Iteration 3Q: 3 clusters Score -2.204194e+07 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139420 members 
Mstep: Class 2 contains 85745 members 
Entering Unmasked Estep 
Score: -22047946.000000 Penalty: 6112.996094
	Iteration 4F: 3 clusters Score -2.204795e+07 nChanged 16105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152995 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -22058882.000000 Penalty: 6112.996094
	Iteration 5F: 3 clusters Score -2.205888e+07 nChanged 19200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169919 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -22074458.000000 Penalty: 6112.996094
	Iteration 6F: 3 clusters Score -2.207446e+07 nChanged 19030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187355 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -22091150.000000 Penalty: 6112.996094
	Iteration 7F: 3 clusters Score -2.209115e+07 nChanged 14598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201223 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -22103174.000000 Penalty: 6112.996094
	Iteration 8F: 3 clusters Score -2.210317e+07 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210410 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -22110198.000000 Penalty: 6112.996094
	Iteration 9Q: 3 clusters Score -2.21102e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216181 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -22114290.000000 Penalty: 6112.996094
	Iteration 10Q: 3 clusters Score -2.211429e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219726 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -22116574.000000 Penalty: 6112.996094
	Iteration 11Q: 3 clusters Score -2.211657e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221772 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -22118280.000000 Penalty: 6112.996094
	Iteration 12Q: 3 clusters Score -2.211828e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222916 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -22118992.000000 Penalty: 6112.996094
	Iteration 13Q: 3 clusters Score -2.211899e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223514 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -22119382.000000 Penalty: 6112.996094
	Iteration 14Q: 3 clusters Score -2.211938e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223815 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -22119548.000000 Penalty: 6112.996094
	Iteration 15Q: 3 clusters Score -2.211955e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223985 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -22119652.000000 Penalty: 6112.996094
	Iteration 16Q: 3 clusters Score -2.211965e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224082 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -22119756.000000 Penalty: 6112.996094
	Iteration 17Q: 3 clusters Score -2.211976e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224151 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -22119850.000000 Penalty: 6112.996094
	Iteration 18Q: 3 clusters Score -2.211985e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224204 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -22119928.000000 Penalty: 6112.996094
	Iteration 19Q: 3 clusters Score -2.211993e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224232 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -22120042.000000 Penalty: 6112.996094
	Iteration 20F: 3 clusters Score -2.212004e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224259 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -22120076.000000 Penalty: 6112.996094
	Iteration 21Q: 3 clusters Score -2.212008e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224265 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -22120108.000000 Penalty: 6112.996094
	Iteration 22Q: 3 clusters Score -2.212011e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224266 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -22120098.000000 Penalty: 6112.996094
	Iteration 23Q: 3 clusters Score -2.21201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224275 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -22120126.000000 Penalty: 6112.996094
	Iteration 24Q: 3 clusters Score -2.212013e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224284 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -22120148.000000 Penalty: 6112.996094
	Iteration 25Q: 3 clusters Score -2.212015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224286 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -22120148.000000 Penalty: 6112.996094
	Iteration 26Q: 3 clusters Score -2.212015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224287 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -22120174.000000 Penalty: 6112.996094
	Iteration 27Q: 3 clusters Score -2.212017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224290 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -22120182.000000 Penalty: 6112.996094
	Iteration 28Q: 3 clusters Score -2.212018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224290 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -22120186.000000 Penalty: 6112.996094
	Iteration 29Q: 3 clusters Score -2.212019e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224294 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -22120180.000000 Penalty: 6112.996094
	Iteration 30Q: 3 clusters Score -2.212018e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224292 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -22120194.000000 Penalty: 6112.996094
	Iteration 31Q: 3 clusters Score -2.212019e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224292 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -22120204.000000 Penalty: 6112.996094
	Iteration 32Q: 3 clusters Score -2.21202e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224287 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -22120216.000000 Penalty: 6112.996094
	Iteration 33Q: 3 clusters Score -2.212022e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224292 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -22120218.000000 Penalty: 6112.996094
	Iteration 34Q: 3 clusters Score -2.212022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224294 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -22120222.000000 Penalty: 6112.996094
	Iteration 35Q: 3 clusters Score -2.212022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224292 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -22120238.000000 Penalty: 6112.996094
	Iteration 36Q: 3 clusters Score -2.212024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224293 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -22120226.000000 Penalty: 6112.996094
	Iteration 37Q: 3 clusters Score -2.212023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224295 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -22120250.000000 Penalty: 6112.996094
	Iteration 38Q: 3 clusters Score -2.212025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224294 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -22120248.000000 Penalty: 6112.996094
	Iteration 39Q: 3 clusters Score -2.212025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224296 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -22120262.000000 Penalty: 6112.996094
	Iteration 40F: 3 clusters Score -2.212026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (64352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Entering Unmasked Estep 
Score: -6237234.000000 Penalty: 2745.886719
	Iteration 0F: 2 clusters Score -6237234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -6193941.500000 Penalty: 5491.773438
	Iteration 0F: 3 clusters Score -6193942 nChanged 29976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -6210860.000000 Penalty: 5491.773438
	Iteration 1F: 3 clusters Score -6210860 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -6211409.500000 Penalty: 5491.773438
	Iteration 2Q: 3 clusters Score -6211410 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -6212056.500000 Penalty: 5491.773438
	Iteration 3Q: 3 clusters Score -6212056 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -6212852.500000 Penalty: 5491.773438
	Iteration 4Q: 3 clusters Score -6212852 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -6213937.500000 Penalty: 5491.773438
	Iteration 5Q: 3 clusters Score -6213938 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -6215333.000000 Penalty: 5491.773438
	Iteration 6Q: 3 clusters Score -6215333 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -6217349.000000 Penalty: 5491.773438
	Iteration 7F: 3 clusters Score -6217349 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -6219792.500000 Penalty: 5491.773438
	Iteration 8F: 3 clusters Score -6219792 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -6222710.500000 Penalty: 5491.773438
	Iteration 9F: 3 clusters Score -6222710 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -6225825.000000 Penalty: 5491.773438
	Iteration 10F: 3 clusters Score -6225825 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -6228477.000000 Penalty: 5491.773438
	Iteration 11F: 3 clusters Score -6228477 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 56573 members 
Entering Unmasked Estep 
Score: -6230498.500000 Penalty: 5491.773438
	Iteration 12Q: 3 clusters Score -6230498 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -6231894.500000 Penalty: 5491.773438
	Iteration 13Q: 3 clusters Score -6231894 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -6232918.500000 Penalty: 5491.773438
	Iteration 14Q: 3 clusters Score -6232918 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -6233708.000000 Penalty: 5491.773438
	Iteration 15Q: 3 clusters Score -6233708 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 61670 members 
Entering Unmasked Estep 
Score: -6234183.500000 Penalty: 5491.773438
	Iteration 16Q: 3 clusters Score -6234184 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
Score: -6234562.000000 Penalty: 5491.773438
	Iteration 17Q: 3 clusters Score -6234562 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -6234833.000000 Penalty: 5491.773438
	Iteration 18Q: 3 clusters Score -6234833 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -6234996.000000 Penalty: 5491.773438
	Iteration 19Q: 3 clusters Score -6234996 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -6235100.500000 Penalty: 5491.773438
	Iteration 20F: 3 clusters Score -6235100 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -6235226.500000 Penalty: 5491.773438
	Iteration 21Q: 3 clusters Score -6235226 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -6235347.500000 Penalty: 5491.773438
	Iteration 22Q: 3 clusters Score -6235348 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -6235453.500000 Penalty: 5491.773438
	Iteration 23Q: 3 clusters Score -6235454 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -6235571.500000 Penalty: 5491.773438
	Iteration 24Q: 3 clusters Score -6235572 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -6235659.000000 Penalty: 5491.773438
	Iteration 25Q: 3 clusters Score -6235659 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -6235758.000000 Penalty: 5491.773438
	Iteration 26Q: 3 clusters Score -6235758 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -6235857.000000 Penalty: 5491.773438
	Iteration 27Q: 3 clusters Score -6235857 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -6235962.500000 Penalty: 5491.773438
	Iteration 28Q: 3 clusters Score -6235962 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -6236083.500000 Penalty: 5491.773438
	Iteration 29Q: 3 clusters Score -6236084 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -6236199.000000 Penalty: 5491.773438
	Iteration 30Q: 3 clusters Score -6236199 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 62782 members 
Entering Unmasked Estep 
Score: -6236265.000000 Penalty: 5491.773438
	Iteration 31Q: 3 clusters Score -6236265 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 62760 members 
Entering Unmasked Estep 
Score: -6236311.500000 Penalty: 5491.773438
	Iteration 32Q: 3 clusters Score -6236312 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -6236345.000000 Penalty: 5491.773438
	Iteration 33Q: 3 clusters Score -6236345 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -6236376.500000 Penalty: 5491.773438
	Iteration 34Q: 3 clusters Score -6236376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -6236397.000000 Penalty: 5491.773438
	Iteration 35Q: 3 clusters Score -6236397 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -6236413.500000 Penalty: 5491.773438
	Iteration 36Q: 3 clusters Score -6236414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -6236427.000000 Penalty: 5491.773438
	Iteration 37Q: 3 clusters Score -6236427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -6236437.000000 Penalty: 5491.773438
	Iteration 38Q: 3 clusters Score -6236437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -6236435.000000 Penalty: 5491.773438
	Iteration 39Q: 3 clusters Score -6236435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -6236447.000000 Penalty: 5491.773438
	Iteration 40F: 3 clusters Score -6236447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -6236453.000000 Penalty: 5491.773438
	Iteration 41Q: 3 clusters Score -6236453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -6236448.500000 Penalty: 5491.773438
	Iteration 42Q: 3 clusters Score -6236448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -6236455.000000 Penalty: 5491.773438
	Iteration 43Q: 3 clusters Score -6236455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -6236453.500000 Penalty: 5491.773438
	Iteration 44Q: 3 clusters Score -6236454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -6236456.500000 Penalty: 5491.773438
	Iteration 45Q: 3 clusters Score -6236456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -6236453.000000 Penalty: 5491.773438
	Iteration 46Q: 3 clusters Score -6236453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -6236451.500000 Penalty: 5491.773438
	Iteration 47Q: 3 clusters Score -6236452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -6236453.500000 Penalty: 5491.773438
	Iteration 48Q: 3 clusters Score -6236454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -6236453.000000 Penalty: 5491.773438
	Iteration 49Q: 3 clusters Score -6236453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -6236453.000000 Penalty: 5491.773438
	Iteration 50Q: 3 clusters Score -6236453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -6236453.000000 Penalty: 5491.773438
	Iteration 51F: 3 clusters Score -6236453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Entering Unmasked Estep 
Score: -486526.906250 Penalty: 2124.694336
	Iteration 0F: 2 clusters Score -486526.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -481844.406250 Penalty: 4249.388672
	Iteration 0F: 3 clusters Score -481844.4 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -483018.031250 Penalty: 4249.388672
	Iteration 1F: 3 clusters Score -483018 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -483308.156250 Penalty: 4249.388672
	Iteration 2F: 3 clusters Score -483308.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -483523.687500 Penalty: 4249.388672
	Iteration 3F: 3 clusters Score -483523.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -483709.531250 Penalty: 4249.388672
	Iteration 4F: 3 clusters Score -483709.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -483889.062500 Penalty: 4249.388672
	Iteration 5Q: 3 clusters Score -483889.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -484046.281250 Penalty: 4249.388672
	Iteration 6Q: 3 clusters Score -484046.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -484194.093750 Penalty: 4249.388672
	Iteration 7Q: 3 clusters Score -484194.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -484338.093750 Penalty: 4249.388672
	Iteration 8Q: 3 clusters Score -484338.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -484483.468750 Penalty: 4249.388672
	Iteration 9Q: 3 clusters Score -484483.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -484590.187500 Penalty: 4249.388672
	Iteration 10Q: 3 clusters Score -484590.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -484667.562500 Penalty: 4249.388672
	Iteration 11Q: 3 clusters Score -484667.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -484732.468750 Penalty: 4249.388672
	Iteration 12Q: 3 clusters Score -484732.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -484776.187500 Penalty: 4249.388672
	Iteration 13Q: 3 clusters Score -484776.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -484809.687500 Penalty: 4249.388672
	Iteration 14Q: 3 clusters Score -484809.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -484830.250000 Penalty: 4249.388672
	Iteration 15Q: 3 clusters Score -484830.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -484844.875000 Penalty: 4249.388672
	Iteration 16Q: 3 clusters Score -484844.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -484855.968750 Penalty: 4249.388672
	Iteration 17Q: 3 clusters Score -484856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -484869.125000 Penalty: 4249.388672
	Iteration 18Q: 3 clusters Score -484869.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -484883.718750 Penalty: 4249.388672
	Iteration 19Q: 3 clusters Score -484883.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -484892.000000 Penalty: 4249.388672
	Iteration 20F: 3 clusters Score -484892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -484898.656250 Penalty: 4249.388672
	Iteration 21Q: 3 clusters Score -484898.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -484910.968750 Penalty: 4249.388672
	Iteration 22Q: 3 clusters Score -484911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -484922.062500 Penalty: 4249.388672
	Iteration 23Q: 3 clusters Score -484922.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -484930.437500 Penalty: 4249.388672
	Iteration 24Q: 3 clusters Score -484930.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -484937.531250 Penalty: 4249.388672
	Iteration 25Q: 3 clusters Score -484937.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -484939.875000 Penalty: 4249.388672
	Iteration 26Q: 3 clusters Score -484939.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -484941.218750 Penalty: 4249.388672
	Iteration 27Q: 3 clusters Score -484941.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -484944.312500 Penalty: 4249.388672
	Iteration 28Q: 3 clusters Score -484944.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -484946.687500 Penalty: 4249.388672
	Iteration 29Q: 3 clusters Score -484946.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -484948.875000 Penalty: 4249.388672
	Iteration 30Q: 3 clusters Score -484948.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -484950.687500 Penalty: 4249.388672
	Iteration 31Q: 3 clusters Score -484950.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -484952.781250 Penalty: 4249.388672
	Iteration 32Q: 3 clusters Score -484952.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -484954.156250 Penalty: 4249.388672
	Iteration 33Q: 3 clusters Score -484954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -484956.343750 Penalty: 4249.388672
	Iteration 34Q: 3 clusters Score -484956.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -484955.843750 Penalty: 4249.388672
	Iteration 35Q: 3 clusters Score -484955.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -484955.843750 Penalty: 4249.388672
	Iteration 36F: 3 clusters Score -484955.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Entering Unmasked Estep 
Score: -580977.187500 Penalty: 2192.894287
	Iteration 0F: 2 clusters Score -580977.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -575297.187500 Penalty: 4385.788574
	Iteration 0F: 3 clusters Score -575297.2 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -576945.750000 Penalty: 4385.788574
	Iteration 1F: 3 clusters Score -576945.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -577436.187500 Penalty: 4385.788574
	Iteration 2F: 3 clusters Score -577436.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -577846.625000 Penalty: 4385.788574
	Iteration 3F: 3 clusters Score -577846.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -578285.625000 Penalty: 4385.788574
	Iteration 4F: 3 clusters Score -578285.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -578737.000000 Penalty: 4385.788574
	Iteration 5F: 3 clusters Score -578737 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -579135.875000 Penalty: 4385.788574
	Iteration 6F: 3 clusters Score -579135.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -579448.625000 Penalty: 4385.788574
	Iteration 7F: 3 clusters Score -579448.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -579678.250000 Penalty: 4385.788574
	Iteration 8Q: 3 clusters Score -579678.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -579853.937500 Penalty: 4385.788574
	Iteration 9Q: 3 clusters Score -579853.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -579992.125000 Penalty: 4385.788574
	Iteration 10Q: 3 clusters Score -579992.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -580081.000000 Penalty: 4385.788574
	Iteration 11Q: 3 clusters Score -580081 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -580148.062500 Penalty: 4385.788574
	Iteration 12Q: 3 clusters Score -580148.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -580195.875000 Penalty: 4385.788574
	Iteration 13Q: 3 clusters Score -580195.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -580224.875000 Penalty: 4385.788574
	Iteration 14Q: 3 clusters Score -580224.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -580240.937500 Penalty: 4385.788574
	Iteration 15Q: 3 clusters Score -580240.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -580253.562500 Penalty: 4385.788574
	Iteration 16Q: 3 clusters Score -580253.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -580258.250000 Penalty: 4385.788574
	Iteration 17Q: 3 clusters Score -580258.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -580266.437500 Penalty: 4385.788574
	Iteration 18Q: 3 clusters Score -580266.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -580270.562500 Penalty: 4385.788574
	Iteration 19Q: 3 clusters Score -580270.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -580276.125000 Penalty: 4385.788574
	Iteration 20F: 3 clusters Score -580276.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -580282.812500 Penalty: 4385.788574
	Iteration 21Q: 3 clusters Score -580282.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -580289.625000 Penalty: 4385.788574
	Iteration 22Q: 3 clusters Score -580289.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -580296.250000 Penalty: 4385.788574
	Iteration 23Q: 3 clusters Score -580296.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -580300.687500 Penalty: 4385.788574
	Iteration 24Q: 3 clusters Score -580300.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -580304.625000 Penalty: 4385.788574
	Iteration 25Q: 3 clusters Score -580304.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -580307.187500 Penalty: 4385.788574
	Iteration 26Q: 3 clusters Score -580307.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -580313.875000 Penalty: 4385.788574
	Iteration 27Q: 3 clusters Score -580313.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -580321.250000 Penalty: 4385.788574
	Iteration 28Q: 3 clusters Score -580321.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -580332.937500 Penalty: 4385.788574
	Iteration 29Q: 3 clusters Score -580332.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -580348.125000 Penalty: 4385.788574
	Iteration 30Q: 3 clusters Score -580348.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -580358.375000 Penalty: 4385.788574
	Iteration 31Q: 3 clusters Score -580358.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -580369.625000 Penalty: 4385.788574
	Iteration 32Q: 3 clusters Score -580369.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -580379.500000 Penalty: 4385.788574
	Iteration 33Q: 3 clusters Score -580379.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -580387.625000 Penalty: 4385.788574
	Iteration 34Q: 3 clusters Score -580387.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -580393.250000 Penalty: 4385.788574
	Iteration 35Q: 3 clusters Score -580393.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -580400.562500 Penalty: 4385.788574
	Iteration 36Q: 3 clusters Score -580400.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -580406.125000 Penalty: 4385.788574
	Iteration 37Q: 3 clusters Score -580406.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -580409.750000 Penalty: 4385.788574
	Iteration 38Q: 3 clusters Score -580409.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -580412.500000 Penalty: 4385.788574
	Iteration 39Q: 3 clusters Score -580412.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -580419.375000 Penalty: 4385.788574
	Iteration 40F: 3 clusters Score -580419.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -580424.937500 Penalty: 4385.788574
	Iteration 41Q: 3 clusters Score -580424.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -580428.625000 Penalty: 4385.788574
	Iteration 42Q: 3 clusters Score -580428.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -580431.625000 Penalty: 4385.788574
	Iteration 43Q: 3 clusters Score -580431.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -580436.187500 Penalty: 4385.788574
	Iteration 44Q: 3 clusters Score -580436.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -580440.125000 Penalty: 4385.788574
	Iteration 45Q: 3 clusters Score -580440.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -580442.062500 Penalty: 4385.788574
	Iteration 46Q: 3 clusters Score -580442.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -580445.375000 Penalty: 4385.788574
	Iteration 47Q: 3 clusters Score -580445.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -580447.437500 Penalty: 4385.788574
	Iteration 48Q: 3 clusters Score -580447.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -580446.500000 Penalty: 4385.788574
	Iteration 49Q: 3 clusters Score -580446.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -580447.062500 Penalty: 4385.788574
	Iteration 50Q: 3 clusters Score -580447.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -580448.562500 Penalty: 4385.788574
	Iteration 51Q: 3 clusters Score -580448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -580451.687500 Penalty: 4385.788574
	Iteration 52Q: 3 clusters Score -580451.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -580450.562500 Penalty: 4385.788574
	Iteration 53Q: 3 clusters Score -580450.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -580451.750000 Penalty: 4385.788574
	Iteration 54Q: 3 clusters Score -580451.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -580452.875000 Penalty: 4385.788574
	Iteration 55Q: 3 clusters Score -580452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -580452.250000 Penalty: 4385.788574
	Iteration 56Q: 3 clusters Score -580452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -580452.500000 Penalty: 4385.788574
	Iteration 57Q: 3 clusters Score -580452.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -580453.937500 Penalty: 4385.788574
	Iteration 58Q: 3 clusters Score -580453.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -580453.625000 Penalty: 4385.788574
	Iteration 59Q: 3 clusters Score -580453.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -580453.625000 Penalty: 4385.788574
	Iteration 60F: 3 clusters Score -580453.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Entering Unmasked Estep 
Score: -800610.812500 Penalty: 2229.629395
	Iteration 0F: 2 clusters Score -800610.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -794173.625000 Penalty: 4459.258789
	Iteration 0F: 3 clusters Score -794173.6 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -795945.062500 Penalty: 4459.258789
	Iteration 1F: 3 clusters Score -795945.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -796198.937500 Penalty: 4459.258789
	Iteration 2F: 3 clusters Score -796198.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -796412.687500 Penalty: 4459.258789
	Iteration 3F: 3 clusters Score -796412.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -796607.250000 Penalty: 4459.258789
	Iteration 4Q: 3 clusters Score -796607.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -796773.937500 Penalty: 4459.258789
	Iteration 5Q: 3 clusters Score -796773.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -796922.687500 Penalty: 4459.258789
	Iteration 6Q: 3 clusters Score -796922.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -797062.187500 Penalty: 4459.258789
	Iteration 7Q: 3 clusters Score -797062.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -797214.562500 Penalty: 4459.258789
	Iteration 8Q: 3 clusters Score -797214.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -797381.937500 Penalty: 4459.258789
	Iteration 9Q: 3 clusters Score -797381.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -797557.000000 Penalty: 4459.258789
	Iteration 10Q: 3 clusters Score -797557 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -797690.500000 Penalty: 4459.258789
	Iteration 11Q: 3 clusters Score -797690.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -797817.437500 Penalty: 4459.258789
	Iteration 12Q: 3 clusters Score -797817.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -797947.937500 Penalty: 4459.258789
	Iteration 13Q: 3 clusters Score -797947.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -798051.187500 Penalty: 4459.258789
	Iteration 14Q: 3 clusters Score -798051.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -798145.625000 Penalty: 4459.258789
	Iteration 15Q: 3 clusters Score -798145.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -798229.625000 Penalty: 4459.258789
	Iteration 16Q: 3 clusters Score -798229.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -798311.937500 Penalty: 4459.258789
	Iteration 17Q: 3 clusters Score -798311.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -798365.312500 Penalty: 4459.258789
	Iteration 18Q: 3 clusters Score -798365.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -798406.562500 Penalty: 4459.258789
	Iteration 19Q: 3 clusters Score -798406.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -798448.875000 Penalty: 4459.258789
	Iteration 20F: 3 clusters Score -798448.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -798487.375000 Penalty: 4459.258789
	Iteration 21Q: 3 clusters Score -798487.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -798513.062500 Penalty: 4459.258789
	Iteration 22Q: 3 clusters Score -798513.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -798538.187500 Penalty: 4459.258789
	Iteration 23Q: 3 clusters Score -798538.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -798551.687500 Penalty: 4459.258789
	Iteration 24Q: 3 clusters Score -798551.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -798564.375000 Penalty: 4459.258789
	Iteration 25Q: 3 clusters Score -798564.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -798579.500000 Penalty: 4459.258789
	Iteration 26Q: 3 clusters Score -798579.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -798589.187500 Penalty: 4459.258789
	Iteration 27Q: 3 clusters Score -798589.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -798599.375000 Penalty: 4459.258789
	Iteration 28Q: 3 clusters Score -798599.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -798610.937500 Penalty: 4459.258789
	Iteration 29Q: 3 clusters Score -798610.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -798619.500000 Penalty: 4459.258789
	Iteration 30Q: 3 clusters Score -798619.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -798628.375000 Penalty: 4459.258789
	Iteration 31Q: 3 clusters Score -798628.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -798633.250000 Penalty: 4459.258789
	Iteration 32Q: 3 clusters Score -798633.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -798641.500000 Penalty: 4459.258789
	Iteration 33Q: 3 clusters Score -798641.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -798652.750000 Penalty: 4459.258789
	Iteration 34Q: 3 clusters Score -798652.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -798662.062500 Penalty: 4459.258789
	Iteration 35Q: 3 clusters Score -798662.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -798670.625000 Penalty: 4459.258789
	Iteration 36Q: 3 clusters Score -798670.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -798677.437500 Penalty: 4459.258789
	Iteration 37Q: 3 clusters Score -798677.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -798682.437500 Penalty: 4459.258789
	Iteration 38Q: 3 clusters Score -798682.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -798683.312500 Penalty: 4459.258789
	Iteration 39Q: 3 clusters Score -798683.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -798686.250000 Penalty: 4459.258789
	Iteration 40F: 3 clusters Score -798686.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -798687.000000 Penalty: 4459.258789
	Iteration 41Q: 3 clusters Score -798687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -798688.812500 Penalty: 4459.258789
	Iteration 42Q: 3 clusters Score -798688.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -798695.312500 Penalty: 4459.258789
	Iteration 43Q: 3 clusters Score -798695.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -798701.375000 Penalty: 4459.258789
	Iteration 44Q: 3 clusters Score -798701.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -798707.250000 Penalty: 4459.258789
	Iteration 45Q: 3 clusters Score -798707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -798707.750000 Penalty: 4459.258789
	Iteration 46Q: 3 clusters Score -798707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -798707.750000 Penalty: 4459.258789
	Iteration 47F: 3 clusters Score -798707.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Entering Unmasked Estep 
Score: -7337935.000000 Penalty: 2786.386963
	Iteration 0F: 2 clusters Score -7337935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -7286964.500000 Penalty: 5572.773926
	Iteration 0F: 3 clusters Score -7286964 nChanged 35643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -7307598.500000 Penalty: 5572.773926
	Iteration 1F: 3 clusters Score -7307598 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -7308448.000000 Penalty: 5572.773926
	Iteration 2Q: 3 clusters Score -7308448 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -7309310.500000 Penalty: 5572.773926
	Iteration 3Q: 3 clusters Score -7309310 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -7310473.000000 Penalty: 5572.773926
	Iteration 4Q: 3 clusters Score -7310473 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -7312009.500000 Penalty: 5572.773926
	Iteration 5Q: 3 clusters Score -7312010 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -7314038.000000 Penalty: 5572.773926
	Iteration 6F: 3 clusters Score -7314038 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -7316695.500000 Penalty: 5572.773926
	Iteration 7F: 3 clusters Score -7316696 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -7319914.000000 Penalty: 5572.773926
	Iteration 8F: 3 clusters Score -7319914 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -7323628.500000 Penalty: 5572.773926
	Iteration 9F: 3 clusters Score -7323628 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -7327045.500000 Penalty: 5572.773926
	Iteration 10F: 3 clusters Score -7327046 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -7329674.000000 Penalty: 5572.773926
	Iteration 11Q: 3 clusters Score -7329674 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -7331266.500000 Penalty: 5572.773926
	Iteration 12Q: 3 clusters Score -7331266 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -7332058.500000 Penalty: 5572.773926
	Iteration 13Q: 3 clusters Score -7332058 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -7332388.500000 Penalty: 5572.773926
	Iteration 14Q: 3 clusters Score -7332388 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -7332581.500000 Penalty: 5572.773926
	Iteration 15Q: 3 clusters Score -7332582 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -7332705.000000 Penalty: 5572.773926
	Iteration 16Q: 3 clusters Score -7332705 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -7332848.000000 Penalty: 5572.773926
	Iteration 17Q: 3 clusters Score -7332848 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -7332910.500000 Penalty: 5572.773926
	Iteration 18Q: 3 clusters Score -7332910 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -7332979.000000 Penalty: 5572.773926
	Iteration 19Q: 3 clusters Score -7332979 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -7333001.000000 Penalty: 5572.773926
	Iteration 20F: 3 clusters Score -7333001 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -7333051.000000 Penalty: 5572.773926
	Iteration 21Q: 3 clusters Score -7333051 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -7333073.500000 Penalty: 5572.773926
	Iteration 22Q: 3 clusters Score -7333074 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -7333078.500000 Penalty: 5572.773926
	Iteration 23Q: 3 clusters Score -7333078 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -7333091.000000 Penalty: 5572.773926
	Iteration 24Q: 3 clusters Score -7333091 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -7333121.000000 Penalty: 5572.773926
	Iteration 25Q: 3 clusters Score -7333121 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -7333131.500000 Penalty: 5572.773926
	Iteration 26Q: 3 clusters Score -7333132 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -7333115.500000 Penalty: 5572.773926
	Iteration 27Q: 3 clusters Score -7333116 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -7333110.000000 Penalty: 5572.773926
	Iteration 28Q: 3 clusters Score -7333110 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -7333123.000000 Penalty: 5572.773926
	Iteration 29Q: 3 clusters Score -7333123 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -7333157.500000 Penalty: 5572.773926
	Iteration 30Q: 3 clusters Score -7333158 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -7333153.000000 Penalty: 5572.773926
	Iteration 31Q: 3 clusters Score -7333153 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -7333166.000000 Penalty: 5572.773926
	Iteration 32Q: 3 clusters Score -7333166 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -7333190.000000 Penalty: 5572.773926
	Iteration 33Q: 3 clusters Score -7333190 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -7333198.000000 Penalty: 5572.773926
	Iteration 34Q: 3 clusters Score -7333198 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -7333199.000000 Penalty: 5572.773926
	Iteration 35Q: 3 clusters Score -7333199 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -7333180.000000 Penalty: 5572.773926
	Iteration 36Q: 3 clusters Score -7333180 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -7333209.500000 Penalty: 5572.773926
	Iteration 37Q: 3 clusters Score -7333210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -7333220.000000 Penalty: 5572.773926
	Iteration 38Q: 3 clusters Score -7333220 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -7333216.500000 Penalty: 5572.773926
	Iteration 39Q: 3 clusters Score -7333216 nChanged 76
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Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7333230 nChanged 80
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Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7333198 nChanged 77
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Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7333210 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7333198 nChanged 66
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Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7333210 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7333198 nChanged 62
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Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7333198 nChanged 59
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Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7333207 nChanged 58
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Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7333220 nChanged 70
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Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7333229 nChanged 71
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Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7333220 nChanged 76
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Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7333226 nChanged 77
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Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7333235 nChanged 92
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Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7333249 nChanged 78
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Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7333246 nChanged 57
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Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7333245 nChanged 70
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Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7333259 nChanged 72
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Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7333265 nChanged 60
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Mstep: Class 1 contains 43431 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7333276 nChanged 56
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Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7333278 nChanged 64
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Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7333297 nChanged 62
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Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7333296 nChanged 74
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Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7333283 nChanged 78
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7333280 nChanged 64
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	Iteration 64Q: 3 clusters Score -7333288 nChanged 58
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	Iteration 65Q: 3 clusters Score -7333299 nChanged 53
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	Iteration 66Q: 3 clusters Score -7333288 nChanged 51
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7333285 nChanged 47
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	Iteration 71Q: 3 clusters Score -7333270 nChanged 58
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	Iteration 72Q: 3 clusters Score -7333280 nChanged 54
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7333278 nChanged 81
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	Iteration 78Q: 3 clusters Score -7333290 nChanged 86
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	Iteration 79Q: 3 clusters Score -7333286 nChanged 75
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	Iteration 80F: 3 clusters Score -7333293 nChanged 74
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	Iteration 87Q: 3 clusters Score -7333291 nChanged 56
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	Iteration 88Q: 3 clusters Score -7333304 nChanged 66
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	Iteration 89Q: 3 clusters Score -7333296 nChanged 66
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	Iteration 92Q: 3 clusters Score -7333304 nChanged 71
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	Iteration 93Q: 3 clusters Score -7333314 nChanged 73
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	Iteration 97Q: 3 clusters Score -7333308 nChanged 78
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	Iteration 98Q: 3 clusters Score -7333306 nChanged 81
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	Iteration 100F: 3 clusters Score -7333316 nChanged 89
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	Iteration 102Q: 3 clusters Score -7333340 nChanged 87
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	Iteration 103Q: 3 clusters Score -7333338 nChanged 81
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	Iteration 106Q: 3 clusters Score -7333352 nChanged 69
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	Iteration 108Q: 3 clusters Score -7333364 nChanged 78
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	Iteration 109Q: 3 clusters Score -7333375 nChanged 79
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	Iteration 110Q: 3 clusters Score -7333384 nChanged 82
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	Iteration 111Q: 3 clusters Score -7333394 nChanged 84
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	Iteration 112Q: 3 clusters Score -7333397 nChanged 70
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	Iteration 113Q: 3 clusters Score -7333388 nChanged 75
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	Iteration 114Q: 3 clusters Score -7333393 nChanged 96
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	Iteration 119Q: 3 clusters Score -7333415 nChanged 124
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	Iteration 120F: 3 clusters Score -7333429 nChanged 118
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	Iteration 122Q: 3 clusters Score -7333423 nChanged 115
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	Iteration 123Q: 3 clusters Score -7333448 nChanged 115
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	Iteration 124Q: 3 clusters Score -7333462 nChanged 115
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	Iteration 125Q: 3 clusters Score -7333457 nChanged 115
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	Iteration 126Q: 3 clusters Score -7333464 nChanged 113
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	Iteration 127Q: 3 clusters Score -7333457 nChanged 82
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	Iteration 128Q: 3 clusters Score -7333466 nChanged 82
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	Iteration 129Q: 3 clusters Score -7333476 nChanged 92
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Entering Unmasked Estep 
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Mstep: Class 1 contains 37875 members 
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	Iteration 132Q: 3 clusters Score -7333487 nChanged 98
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Mstep: Class 1 contains 37691 members 
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	Iteration 133Q: 3 clusters Score -7333488 nChanged 99
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	Iteration 134Q: 3 clusters Score -7333498 nChanged 91
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7333516 nChanged 86
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7333518 nChanged 84
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	Iteration 137Q: 3 clusters Score -7333555 nChanged 78
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7333551 nChanged 77
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7333560 nChanged 74
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7333549 nChanged 70
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	Iteration 141Q: 3 clusters Score -7333560 nChanged 84
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7333562 nChanged 78
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	Iteration 143Q: 3 clusters Score -7333584 nChanged 76
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	Iteration 144Q: 3 clusters Score -7333562 nChanged 103
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	Iteration 152Q: 3 clusters Score -7333606 nChanged 70
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	Iteration 154Q: 3 clusters Score -7333610 nChanged 59
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	Iteration 155Q: 3 clusters Score -7333614 nChanged 68
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	Iteration 156Q: 3 clusters Score -7333614 nChanged 64
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	Iteration 157Q: 3 clusters Score -7333610 nChanged 65
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	Iteration 158Q: 3 clusters Score -7333594 nChanged 70
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	Iteration 159Q: 3 clusters Score -7333590 nChanged 56
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	Iteration 160F: 3 clusters Score -7333608 nChanged 45
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	Iteration 166Q: 3 clusters Score -7333594 nChanged 53
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	Iteration 174Q: 3 clusters Score -7333622 nChanged 59
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	Iteration 176Q: 3 clusters Score -7333642 nChanged 57
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	Iteration 177Q: 3 clusters Score -7333640 nChanged 56
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	Iteration 178Q: 3 clusters Score -7333648 nChanged 51
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	Iteration 179Q: 3 clusters Score -7333636 nChanged 49
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	Iteration 180F: 3 clusters Score -7333641 nChanged 46
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	Iteration 185Q: 3 clusters Score -7333632 nChanged 39
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	Iteration 186Q: 3 clusters Score -7333624 nChanged 36
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	Iteration 187Q: 3 clusters Score -7333618 nChanged 33
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	Iteration 188Q: 3 clusters Score -7333621 nChanged 32
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	Iteration 189Q: 3 clusters Score -7333631 nChanged 32
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	Iteration 190Q: 3 clusters Score -7333626 nChanged 29
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	Iteration 191Q: 3 clusters Score -7333634 nChanged 31
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	Iteration 192Q: 3 clusters Score -7333635 nChanged 20
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	Iteration 193Q: 3 clusters Score -7333636 nChanged 17
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	Iteration 197Q: 3 clusters Score -7333650 nChanged 23
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	Iteration 198Q: 3 clusters Score -7333640 nChanged 27
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	Iteration 199Q: 3 clusters Score -7333646 nChanged 21
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	Iteration 200F: 3 clusters Score -7333658 nChanged 19
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	Iteration 201Q: 3 clusters Score -7333657 nChanged 14
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	Iteration 203Q: 3 clusters Score -7333652 nChanged 13
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	Iteration 204Q: 3 clusters Score -7333656 nChanged 9
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	Iteration 205Q: 3 clusters Score -7333660 nChanged 5
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	Iteration 206Q: 3 clusters Score -7333660 nChanged 9
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	Iteration 207Q: 3 clusters Score -7333648 nChanged 14
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	Iteration 208Q: 3 clusters Score -7333643 nChanged 19
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	Iteration 209Q: 3 clusters Score -7333652 nChanged 14
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	Iteration 210Q: 3 clusters Score -7333636 nChanged 16
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	Iteration 211Q: 3 clusters Score -7333638 nChanged 20
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	Iteration 212Q: 3 clusters Score -7333646 nChanged 15
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	Iteration 213Q: 3 clusters Score -7333648 nChanged 18
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	Iteration 214Q: 3 clusters Score -7333647 nChanged 22
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	Iteration 215Q: 3 clusters Score -7333648 nChanged 18
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	Iteration 216Q: 3 clusters Score -7333652 nChanged 14
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	Iteration 217Q: 3 clusters Score -7333654 nChanged 15
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	Iteration 218Q: 3 clusters Score -7333656 nChanged 16
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	Iteration 219Q: 3 clusters Score -7333654 nChanged 16
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	Iteration 220F: 3 clusters Score -7333656 nChanged 19
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	Iteration 221Q: 3 clusters Score -7333656 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -7333670.000000 Penalty: 5572.773926
	Iteration 222Q: 3 clusters Score -7333670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -7333668.500000 Penalty: 5572.773926
	Iteration 223Q: 3 clusters Score -7333668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -7333679.000000 Penalty: 5572.773926
	Iteration 224Q: 3 clusters Score -7333679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -7333677.000000 Penalty: 5572.773926
	Iteration 225Q: 3 clusters Score -7333677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -7333680.500000 Penalty: 5572.773926
	Iteration 226Q: 3 clusters Score -7333680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -7333678.000000 Penalty: 5572.773926
	Iteration 227Q: 3 clusters Score -7333678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -7333677.000000 Penalty: 5572.773926
	Iteration 228Q: 3 clusters Score -7333677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -7333671.500000 Penalty: 5572.773926
	Iteration 229Q: 3 clusters Score -7333672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -7333668.000000 Penalty: 5572.773926
	Iteration 230Q: 3 clusters Score -7333668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -7333674.000000 Penalty: 5572.773926
	Iteration 231Q: 3 clusters Score -7333674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -7333684.000000 Penalty: 5572.773926
	Iteration 232Q: 3 clusters Score -7333684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -7333673.000000 Penalty: 5572.773926
	Iteration 233Q: 3 clusters Score -7333673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -7333671.000000 Penalty: 5572.773926
	Iteration 234Q: 3 clusters Score -7333671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -7333677.000000 Penalty: 5572.773926
	Iteration 235Q: 3 clusters Score -7333677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -7333677.000000 Penalty: 5572.773926
	Iteration 236Q: 3 clusters Score -7333677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -7333685.000000 Penalty: 5572.773926
	Iteration 237Q: 3 clusters Score -7333685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -7333667.500000 Penalty: 5572.773926
	Iteration 238Q: 3 clusters Score -7333668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -7333677.500000 Penalty: 5572.773926
	Iteration 239Q: 3 clusters Score -7333678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -7333675.000000 Penalty: 5572.773926
	Iteration 240F: 3 clusters Score -7333675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -7333663.000000 Penalty: 5572.773926
	Iteration 241Q: 3 clusters Score -7333663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -7333656.000000 Penalty: 5572.773926
	Iteration 242Q: 3 clusters Score -7333656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -7333659.500000 Penalty: 5572.773926
	Iteration 243Q: 3 clusters Score -7333660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -7333658.000000 Penalty: 5572.773926
	Iteration 244Q: 3 clusters Score -7333658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -7333659.000000 Penalty: 5572.773926
	Iteration 245Q: 3 clusters Score -7333659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -7333659.500000 Penalty: 5572.773926
	Iteration 246Q: 3 clusters Score -7333660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -7333660.500000 Penalty: 5572.773926
	Iteration 247Q: 3 clusters Score -7333660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -7333653.000000 Penalty: 5572.773926
	Iteration 248Q: 3 clusters Score -7333653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -7333654.500000 Penalty: 5572.773926
	Iteration 249Q: 3 clusters Score -7333654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -7333659.500000 Penalty: 5572.773926
	Iteration 250Q: 3 clusters Score -7333660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -7333669.000000 Penalty: 5572.773926
	Iteration 251Q: 3 clusters Score -7333669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -7333666.500000 Penalty: 5572.773926
	Iteration 252Q: 3 clusters Score -7333666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -7333668.500000 Penalty: 5572.773926
	Iteration 253Q: 3 clusters Score -7333668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -7333670.500000 Penalty: 5572.773926
	Iteration 254Q: 3 clusters Score -7333670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -7333670.500000 Penalty: 5572.773926
	Iteration 255F: 3 clusters Score -7333670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Entering Unmasked Estep 
Score: -919411.375000 Penalty: 2276.226562
	Iteration 0F: 2 clusters Score -919411.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -911907.812500 Penalty: 4552.453125
	Iteration 0F: 3 clusters Score -911907.8 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -914241.437500 Penalty: 4552.453125
	Iteration 1F: 3 clusters Score -914241.4 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -914668.937500 Penalty: 4552.453125
	Iteration 2F: 3 clusters Score -914668.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -915029.375000 Penalty: 4552.453125
	Iteration 3F: 3 clusters Score -915029.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -915440.312500 Penalty: 4552.453125
	Iteration 4F: 3 clusters Score -915440.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -915860.875000 Penalty: 4552.453125
	Iteration 5F: 3 clusters Score -915860.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -916257.062500 Penalty: 4552.453125
	Iteration 6F: 3 clusters Score -916257.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -916641.062500 Penalty: 4552.453125
	Iteration 7F: 3 clusters Score -916641.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -916953.437500 Penalty: 4552.453125
	Iteration 8F: 3 clusters Score -916953.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -917216.500000 Penalty: 4552.453125
	Iteration 9Q: 3 clusters Score -917216.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -917443.000000 Penalty: 4552.453125
	Iteration 10Q: 3 clusters Score -917443 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -917601.000000 Penalty: 4552.453125
	Iteration 11Q: 3 clusters Score -917601 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -917722.625000 Penalty: 4552.453125
	Iteration 12Q: 3 clusters Score -917722.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -917793.500000 Penalty: 4552.453125
	Iteration 13Q: 3 clusters Score -917793.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -917841.125000 Penalty: 4552.453125
	Iteration 14Q: 3 clusters Score -917841.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -917882.312500 Penalty: 4552.453125
	Iteration 15Q: 3 clusters Score -917882.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -917922.375000 Penalty: 4552.453125
	Iteration 16Q: 3 clusters Score -917922.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -917965.562500 Penalty: 4552.453125
	Iteration 17Q: 3 clusters Score -917965.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -917995.750000 Penalty: 4552.453125
	Iteration 18Q: 3 clusters Score -917995.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -918018.375000 Penalty: 4552.453125
	Iteration 19Q: 3 clusters Score -918018.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -918035.750000 Penalty: 4552.453125
	Iteration 20F: 3 clusters Score -918035.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -918056.812500 Penalty: 4552.453125
	Iteration 21Q: 3 clusters Score -918056.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -918080.000000 Penalty: 4552.453125
	Iteration 22Q: 3 clusters Score -918080 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -918100.250000 Penalty: 4552.453125
	Iteration 23Q: 3 clusters Score -918100.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -918118.187500 Penalty: 4552.453125
	Iteration 24Q: 3 clusters Score -918118.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -918129.875000 Penalty: 4552.453125
	Iteration 25Q: 3 clusters Score -918129.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -918139.687500 Penalty: 4552.453125
	Iteration 26Q: 3 clusters Score -918139.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -918148.125000 Penalty: 4552.453125
	Iteration 27Q: 3 clusters Score -918148.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -918161.062500 Penalty: 4552.453125
	Iteration 28Q: 3 clusters Score -918161.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -918168.062500 Penalty: 4552.453125
	Iteration 29Q: 3 clusters Score -918168.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -918185.375000 Penalty: 4552.453125
	Iteration 30Q: 3 clusters Score -918185.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -918204.937500 Penalty: 4552.453125
	Iteration 31Q: 3 clusters Score -918204.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -918226.562500 Penalty: 4552.453125
	Iteration 32Q: 3 clusters Score -918226.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -918252.875000 Penalty: 4552.453125
	Iteration 33Q: 3 clusters Score -918252.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -918279.062500 Penalty: 4552.453125
	Iteration 34Q: 3 clusters Score -918279.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -918303.875000 Penalty: 4552.453125
	Iteration 35Q: 3 clusters Score -918303.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -918323.187500 Penalty: 4552.453125
	Iteration 36Q: 3 clusters Score -918323.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -918341.562500 Penalty: 4552.453125
	Iteration 37Q: 3 clusters Score -918341.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -918361.187500 Penalty: 4552.453125
	Iteration 38Q: 3 clusters Score -918361.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -918376.812500 Penalty: 4552.453125
	Iteration 39Q: 3 clusters Score -918376.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -918396.375000 Penalty: 4552.453125
	Iteration 40F: 3 clusters Score -918396.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -918414.812500 Penalty: 4552.453125
	Iteration 41Q: 3 clusters Score -918414.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -918432.875000 Penalty: 4552.453125
	Iteration 42Q: 3 clusters Score -918432.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -918451.750000 Penalty: 4552.453125
	Iteration 43Q: 3 clusters Score -918451.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -918467.625000 Penalty: 4552.453125
	Iteration 44Q: 3 clusters Score -918467.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -918482.812500 Penalty: 4552.453125
	Iteration 45Q: 3 clusters Score -918482.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -918495.937500 Penalty: 4552.453125
	Iteration 46Q: 3 clusters Score -918495.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -918511.000000 Penalty: 4552.453125
	Iteration 47Q: 3 clusters Score -918511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -918521.187500 Penalty: 4552.453125
	Iteration 48Q: 3 clusters Score -918521.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -918534.000000 Penalty: 4552.453125
	Iteration 49Q: 3 clusters Score -918534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -918541.375000 Penalty: 4552.453125
	Iteration 50Q: 3 clusters Score -918541.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -918554.250000 Penalty: 4552.453125
	Iteration 51Q: 3 clusters Score -918554.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -918565.625000 Penalty: 4552.453125
	Iteration 52Q: 3 clusters Score -918565.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -918580.000000 Penalty: 4552.453125
	Iteration 53Q: 3 clusters Score -918580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -918589.375000 Penalty: 4552.453125
	Iteration 54Q: 3 clusters Score -918589.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -918597.062500 Penalty: 4552.453125
	Iteration 55Q: 3 clusters Score -918597.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -918600.687500 Penalty: 4552.453125
	Iteration 56Q: 3 clusters Score -918600.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -918610.500000 Penalty: 4552.453125
	Iteration 57Q: 3 clusters Score -918610.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -918620.812500 Penalty: 4552.453125
	Iteration 58Q: 3 clusters Score -918620.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -918639.250000 Penalty: 4552.453125
	Iteration 59Q: 3 clusters Score -918639.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -918652.937500 Penalty: 4552.453125
	Iteration 60F: 3 clusters Score -918652.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -918665.375000 Penalty: 4552.453125
	Iteration 61Q: 3 clusters Score -918665.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -918676.500000 Penalty: 4552.453125
	Iteration 62Q: 3 clusters Score -918676.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -918685.437500 Penalty: 4552.453125
	Iteration 63Q: 3 clusters Score -918685.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -918690.375000 Penalty: 4552.453125
	Iteration 64Q: 3 clusters Score -918690.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -918696.250000 Penalty: 4552.453125
	Iteration 65Q: 3 clusters Score -918696.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -918697.750000 Penalty: 4552.453125
	Iteration 66Q: 3 clusters Score -918697.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -918701.812500 Penalty: 4552.453125
	Iteration 67Q: 3 clusters Score -918701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -918705.812500 Penalty: 4552.453125
	Iteration 68Q: 3 clusters Score -918705.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -918713.312500 Penalty: 4552.453125
	Iteration 69Q: 3 clusters Score -918713.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -918715.812500 Penalty: 4552.453125
	Iteration 70Q: 3 clusters Score -918715.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -918718.500000 Penalty: 4552.453125
	Iteration 71Q: 3 clusters Score -918718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -918719.437500 Penalty: 4552.453125
	Iteration 72Q: 3 clusters Score -918719.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -918719.750000 Penalty: 4552.453125
	Iteration 73Q: 3 clusters Score -918719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -918718.500000 Penalty: 4552.453125
	Iteration 74Q: 3 clusters Score -918718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -918720.062500 Penalty: 4552.453125
	Iteration 75Q: 3 clusters Score -918720.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -918720.375000 Penalty: 4552.453125
	Iteration 76Q: 3 clusters Score -918720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -918723.187500 Penalty: 4552.453125
	Iteration 77Q: 3 clusters Score -918723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -918725.062500 Penalty: 4552.453125
	Iteration 78Q: 3 clusters Score -918725.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -918723.812500 Penalty: 4552.453125
	Iteration 79Q: 3 clusters Score -918723.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -918723.812500 Penalty: 4552.453125
	Iteration 80F: 3 clusters Score -918723.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (229709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229709 members 
Entering Unmasked Estep 
Score: -22599842.000000 Penalty: 3061.452881
	Iteration 0F: 2 clusters Score -2.259984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115022 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -22446406.000000 Penalty: 6122.905762
	Iteration 0F: 3 clusters Score -2.244641e+07 nChanged 110591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119121 members 
Mstep: Class 2 contains 110588 members 
Entering Unmasked Estep 
Score: -22510624.000000 Penalty: 6122.905762
	Iteration 1F: 3 clusters Score -2.251062e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121936 members 
Mstep: Class 2 contains 107773 members 
Entering Unmasked Estep 
Score: -22511860.000000 Penalty: 6122.905762
	Iteration 2Q: 3 clusters Score -2.251186e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126394 members 
Mstep: Class 2 contains 103315 members 
Entering Unmasked Estep 
Score: -22513940.000000 Penalty: 6122.905762
	Iteration 3Q: 3 clusters Score -2.251394e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133242 members 
Mstep: Class 2 contains 96467 members 
Entering Unmasked Estep 
Score: -22516938.000000 Penalty: 6122.905762
	Iteration 4Q: 3 clusters Score -2.251694e+07 nChanged 11466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143304 members 
Mstep: Class 2 contains 86405 members 
Entering Unmasked Estep 
Score: -22522794.000000 Penalty: 6122.905762
	Iteration 5Q: 3 clusters Score -2.252279e+07 nChanged 15046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157480 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -22532446.000000 Penalty: 6122.905762
	Iteration 6F: 3 clusters Score -2.253245e+07 nChanged 18160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175108 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -22547014.000000 Penalty: 6122.905762
	Iteration 7F: 3 clusters Score -2.254701e+07 nChanged 18443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193319 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -22563400.000000 Penalty: 6122.905762
	Iteration 8F: 3 clusters Score -2.25634e+07 nChanged 15501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208716 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -22578154.000000 Penalty: 6122.905762
	Iteration 9F: 3 clusters Score -2.257815e+07 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219119 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -22587942.000000 Penalty: 6122.905762
	Iteration 10Q: 3 clusters Score -2.258794e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224967 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -22593220.000000 Penalty: 6122.905762
	Iteration 11Q: 3 clusters Score -2.259322e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227632 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -22595634.000000 Penalty: 6122.905762
	Iteration 12Q: 3 clusters Score -2.259563e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228637 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -22596532.000000 Penalty: 6122.905762
	Iteration 13Q: 3 clusters Score -2.259653e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228970 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -22596866.000000 Penalty: 6122.905762
	Iteration 14Q: 3 clusters Score -2.259687e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229095 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -22597012.000000 Penalty: 6122.905762
	Iteration 15Q: 3 clusters Score -2.259701e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229148 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -22597116.000000 Penalty: 6122.905762
	Iteration 16Q: 3 clusters Score -2.259712e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229184 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -22597166.000000 Penalty: 6122.905762
	Iteration 17Q: 3 clusters Score -2.259717e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229218 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -22597186.000000 Penalty: 6122.905762
	Iteration 18Q: 3 clusters Score -2.259719e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229225 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -22597200.000000 Penalty: 6122.905762
	Iteration 19Q: 3 clusters Score -2.25972e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229232 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22597232.000000 Penalty: 6122.905762
	Iteration 20F: 3 clusters Score -2.259723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229236 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -22597244.000000 Penalty: 6122.905762
	Iteration 21Q: 3 clusters Score -2.259724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229240 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -22597232.000000 Penalty: 6122.905762
	Iteration 22Q: 3 clusters Score -2.259723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229248 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22597232.000000 Penalty: 6122.905762
	Iteration 23Q: 3 clusters Score -2.259723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229248 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22597272.000000 Penalty: 6122.905762
	Iteration 24Q: 3 clusters Score -2.259727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229249 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -22597254.000000 Penalty: 6122.905762
	Iteration 25Q: 3 clusters Score -2.259725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229249 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -22597276.000000 Penalty: 6122.905762
	Iteration 26Q: 3 clusters Score -2.259728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229246 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -22597268.000000 Penalty: 6122.905762
	Iteration 27Q: 3 clusters Score -2.259727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229246 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -22597278.000000 Penalty: 6122.905762
	Iteration 28Q: 3 clusters Score -2.259728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229247 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -22597286.000000 Penalty: 6122.905762
	Iteration 29Q: 3 clusters Score -2.259729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229248 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22597278.000000 Penalty: 6122.905762
	Iteration 30Q: 3 clusters Score -2.259728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229250 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -22597282.000000 Penalty: 6122.905762
	Iteration 31Q: 3 clusters Score -2.259728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229252 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -22597300.000000 Penalty: 6122.905762
	Iteration 32Q: 3 clusters Score -2.25973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229252 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -22597308.000000 Penalty: 6122.905762
	Iteration 33Q: 3 clusters Score -2.259731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229252 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -22597308.000000 Penalty: 6122.905762
	Iteration 34F: 3 clusters Score -2.259731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Entering Unmasked Estep 
Score: -1281808.250000 Penalty: 2362.038330
	Iteration 0F: 2 clusters Score -1281808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1271698.625000 Penalty: 4724.076660
	Iteration 0F: 3 clusters Score -1271699 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1274925.750000 Penalty: 4724.076660
	Iteration 1F: 3 clusters Score -1274926 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1275317.000000 Penalty: 4724.076660
	Iteration 2F: 3 clusters Score -1275317 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1275674.375000 Penalty: 4724.076660
	Iteration 3F: 3 clusters Score -1275674 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1276006.250000 Penalty: 4724.076660
	Iteration 4Q: 3 clusters Score -1276006 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1276354.625000 Penalty: 4724.076660
	Iteration 5Q: 3 clusters Score -1276355 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1276749.250000 Penalty: 4724.076660
	Iteration 6Q: 3 clusters Score -1276749 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1277210.000000 Penalty: 4724.076660
	Iteration 7Q: 3 clusters Score -1277210 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1277732.500000 Penalty: 4724.076660
	Iteration 8Q: 3 clusters Score -1277732 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1278249.375000 Penalty: 4724.076660
	Iteration 9Q: 3 clusters Score -1278249 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1278632.625000 Penalty: 4724.076660
	Iteration 10Q: 3 clusters Score -1278633 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1278874.125000 Penalty: 4724.076660
	Iteration 11Q: 3 clusters Score -1278874 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1279041.625000 Penalty: 4724.076660
	Iteration 12Q: 3 clusters Score -1279042 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1279160.000000 Penalty: 4724.076660
	Iteration 13Q: 3 clusters Score -1279160 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1279249.000000 Penalty: 4724.076660
	Iteration 14Q: 3 clusters Score -1279249 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1279323.250000 Penalty: 4724.076660
	Iteration 15Q: 3 clusters Score -1279323 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1279368.625000 Penalty: 4724.076660
	Iteration 16Q: 3 clusters Score -1279369 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1279415.500000 Penalty: 4724.076660
	Iteration 17Q: 3 clusters Score -1279416 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1279482.750000 Penalty: 4724.076660
	Iteration 18Q: 3 clusters Score -1279483 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1279549.125000 Penalty: 4724.076660
	Iteration 19Q: 3 clusters Score -1279549 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1279659.125000 Penalty: 4724.076660
	Iteration 20F: 3 clusters Score -1279659 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1279789.125000 Penalty: 4724.076660
	Iteration 21Q: 3 clusters Score -1279789 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1279893.000000 Penalty: 4724.076660
	Iteration 22Q: 3 clusters Score -1279893 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1279962.125000 Penalty: 4724.076660
	Iteration 23Q: 3 clusters Score -1279962 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1280006.875000 Penalty: 4724.076660
	Iteration 24Q: 3 clusters Score -1280007 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1280039.625000 Penalty: 4724.076660
	Iteration 25Q: 3 clusters Score -1280040 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1280069.000000 Penalty: 4724.076660
	Iteration 26Q: 3 clusters Score -1280069 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1280093.750000 Penalty: 4724.076660
	Iteration 27Q: 3 clusters Score -1280094 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1280121.625000 Penalty: 4724.076660
	Iteration 28Q: 3 clusters Score -1280122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1280155.875000 Penalty: 4724.076660
	Iteration 29Q: 3 clusters Score -1280156 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1280201.875000 Penalty: 4724.076660
	Iteration 30Q: 3 clusters Score -1280202 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1280249.750000 Penalty: 4724.076660
	Iteration 31Q: 3 clusters Score -1280250 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1280289.625000 Penalty: 4724.076660
	Iteration 32Q: 3 clusters Score -1280290 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1280326.875000 Penalty: 4724.076660
	Iteration 33Q: 3 clusters Score -1280327 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1280382.875000 Penalty: 4724.076660
	Iteration 34Q: 3 clusters Score -1280383 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1280431.250000 Penalty: 4724.076660
	Iteration 35Q: 3 clusters Score -1280431 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1280473.375000 Penalty: 4724.076660
	Iteration 36Q: 3 clusters Score -1280473 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1280507.125000 Penalty: 4724.076660
	Iteration 37Q: 3 clusters Score -1280507 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1280536.000000 Penalty: 4724.076660
	Iteration 38Q: 3 clusters Score -1280536 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1280561.875000 Penalty: 4724.076660
	Iteration 39Q: 3 clusters Score -1280562 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1280615.125000 Penalty: 4724.076660
	Iteration 40F: 3 clusters Score -1280615 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1280667.000000 Penalty: 4724.076660
	Iteration 41Q: 3 clusters Score -1280667 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1280696.750000 Penalty: 4724.076660
	Iteration 42Q: 3 clusters Score -1280697 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1280737.250000 Penalty: 4724.076660
	Iteration 43Q: 3 clusters Score -1280737 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1280774.750000 Penalty: 4724.076660
	Iteration 44Q: 3 clusters Score -1280775 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1280803.250000 Penalty: 4724.076660
	Iteration 45Q: 3 clusters Score -1280803 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1280834.625000 Penalty: 4724.076660
	Iteration 46Q: 3 clusters Score -1280835 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1280877.125000 Penalty: 4724.076660
	Iteration 47Q: 3 clusters Score -1280877 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1280916.250000 Penalty: 4724.076660
	Iteration 48Q: 3 clusters Score -1280916 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1280953.250000 Penalty: 4724.076660
	Iteration 49Q: 3 clusters Score -1280953 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1280983.500000 Penalty: 4724.076660
	Iteration 50Q: 3 clusters Score -1280984 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1281007.625000 Penalty: 4724.076660
	Iteration 51Q: 3 clusters Score -1281008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1281029.875000 Penalty: 4724.076660
	Iteration 52Q: 3 clusters Score -1281030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1281052.125000 Penalty: 4724.076660
	Iteration 53Q: 3 clusters Score -1281052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1281069.625000 Penalty: 4724.076660
	Iteration 54Q: 3 clusters Score -1281070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1281090.875000 Penalty: 4724.076660
	Iteration 55Q: 3 clusters Score -1281091 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1281108.125000 Penalty: 4724.076660
	Iteration 56Q: 3 clusters Score -1281108 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1281130.125000 Penalty: 4724.076660
	Iteration 57Q: 3 clusters Score -1281130 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1281156.000000 Penalty: 4724.076660
	Iteration 58Q: 3 clusters Score -1281156 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1281191.875000 Penalty: 4724.076660
	Iteration 59Q: 3 clusters Score -1281192 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1281231.375000 Penalty: 4724.076660
	Iteration 60F: 3 clusters Score -1281231 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1281289.875000 Penalty: 4724.076660
	Iteration 61Q: 3 clusters Score -1281290 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1281395.125000 Penalty: 4724.076660
	Iteration 62Q: 3 clusters Score -1281395 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1281583.125000 Penalty: 4724.076660
	Iteration 63Q: 3 clusters Score -1281583 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1281836.000000 Penalty: 4724.076660
	Iteration 64Q: 3 clusters Score -1281836 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1282146.625000 Penalty: 4724.076660
	Iteration 65Q: 3 clusters Score -1282147 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1282395.000000 Penalty: 4724.076660
	Iteration 66Q: 3 clusters Score -1282395 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1282596.625000 Penalty: 4724.076660
	Iteration 67Q: 3 clusters Score -1282597 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1282715.500000 Penalty: 4724.076660
	Iteration 68Q: 3 clusters Score -1282716 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1282792.125000 Penalty: 4724.076660
	Iteration 69Q: 3 clusters Score -1282792 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1282845.750000 Penalty: 4724.076660
	Iteration 70Q: 3 clusters Score -1282846 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1282878.000000 Penalty: 4724.076660
	Iteration 71Q: 3 clusters Score -1282878 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1282899.750000 Penalty: 4724.076660
	Iteration 72Q: 3 clusters Score -1282900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1282912.875000 Penalty: 4724.076660
	Iteration 73Q: 3 clusters Score -1282913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1282922.500000 Penalty: 4724.076660
	Iteration 74Q: 3 clusters Score -1282922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1282923.500000 Penalty: 4724.076660
	Iteration 75Q: 3 clusters Score -1282924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1282924.250000 Penalty: 4724.076660
	Iteration 76Q: 3 clusters Score -1282924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1282926.750000 Penalty: 4724.076660
	Iteration 77Q: 3 clusters Score -1282927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1282924.875000 Penalty: 4724.076660
	Iteration 78Q: 3 clusters Score -1282925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1282925.875000 Penalty: 4724.076660
	Iteration 79Q: 3 clusters Score -1282926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1282934.125000 Penalty: 4724.076660
	Iteration 80F: 3 clusters Score -1282934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1282935.000000 Penalty: 4724.076660
	Iteration 81Q: 3 clusters Score -1282935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1282933.125000 Penalty: 4724.076660
	Iteration 82Q: 3 clusters Score -1282933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1282935.750000 Penalty: 4724.076660
	Iteration 83Q: 3 clusters Score -1282936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1282935.500000 Penalty: 4724.076660
	Iteration 84Q: 3 clusters Score -1282936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1282935.500000 Penalty: 4724.076660
	Iteration 85F: 3 clusters Score -1282936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126476 members 
Mstep: Class 2 contains 3739 members 
Mstep: Class 3 contains 11139 members 
Mstep: Class 4 contains 11858 members 
Mstep: Class 5 contains 12234 members 
Mstep: Class 6 contains 304674 members 
Mstep: Class 7 contains 225165 members 
Mstep: Class 8 contains 64352 members 
Mstep: Class 9 contains 5257 members 
Mstep: Class 10 contains 6921 members 
Mstep: Class 11 contains 8026 members 
Mstep: Class 12 contains 75768 members 
Mstep: Class 13 contains 9685 members 
Mstep: Class 14 contains 229709 members 
Mstep: Class 15 contains 6001 members 
Mstep: Class 16 contains 220587 members 
Mstep: Class 17 contains 6161 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 8105 members 
Mstep: Class 20 contains 23190 members 
Mstep: Class 21 contains 7475 members 
Mstep: Class 22 contains 7670 members 
Mstep: Class 23 contains 5802 members 
Mstep: Class 24 contains 18492 members 
Mstep: Class 25 contains 8693 members 
Mstep: Class 26 contains 7246 members 
Mstep: Class 27 contains 4276 members 
Mstep: Class 28 contains 15483 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 18763 members 
Mstep: Class 31 contains 102158 members 
Mstep: Class 32 contains 6305 members 
Mstep: Class 33 contains 44312 members 
Mstep: Class 34 contains 3133 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4944 members 
Mstep: Class 37 contains 29964 members 
Mstep: Class 38 contains 7688 members 
Entering Unmasked Estep 
Score: -157700304.000000 Penalty: 135041.625000
Splitting cluster 15 changes total score from -157700048.000000 to -157700304.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 16 (220587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220587 members 
Entering Unmasked Estep 
Score: -21588834.000000 Penalty: 3051.403809
	Iteration 0F: 2 clusters Score -2.158883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110726 members 
Mstep: Class 2 contains 109861 members 
Entering Unmasked Estep 
Score: -21443342.000000 Penalty: 6102.807617
	Iteration 0F: 3 clusters Score -2.144334e+07 nChanged 106360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118518 members 
Mstep: Class 2 contains 102069 members 
Entering Unmasked Estep 
Score: -21505744.000000 Penalty: 6102.807617
	Iteration 1F: 3 clusters Score -2.150574e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123810 members 
Mstep: Class 2 contains 96777 members 
Entering Unmasked Estep 
Score: -21507754.000000 Penalty: 6102.807617
	Iteration 2Q: 3 clusters Score -2.150775e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131983 members 
Mstep: Class 2 contains 88604 members 
Entering Unmasked Estep 
Score: -21511318.000000 Penalty: 6102.807617
	Iteration 3Q: 3 clusters Score -2.151132e+07 nChanged 12837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144300 members 
Mstep: Class 2 contains 76287 members 
Entering Unmasked Estep 
Score: -21518472.000000 Penalty: 6102.807617
	Iteration 4F: 3 clusters Score -2.151847e+07 nChanged 17393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161479 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -21531486.000000 Penalty: 6102.807617
	Iteration 5F: 3 clusters Score -2.153149e+07 nChanged 20653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182032 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -21549910.000000 Penalty: 6102.807617
	Iteration 6F: 3 clusters Score -2.154991e+07 nChanged 18762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200752 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -21567624.000000 Penalty: 6102.807617
	Iteration 7F: 3 clusters Score -2.156762e+07 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212524 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -21578798.000000 Penalty: 6102.807617
	Iteration 8F: 3 clusters Score -2.15788e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217664 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -21583756.000000 Penalty: 6102.807617
	Iteration 9Q: 3 clusters Score -2.158376e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219368 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21585296.000000 Penalty: 6102.807617
	Iteration 10Q: 3 clusters Score -2.15853e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219869 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -21585804.000000 Penalty: 6102.807617
	Iteration 11Q: 3 clusters Score -2.15858e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220005 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -21585956.000000 Penalty: 6102.807617
	Iteration 12Q: 3 clusters Score -2.158596e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220064 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -21586046.000000 Penalty: 6102.807617
	Iteration 13Q: 3 clusters Score -2.158605e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220095 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -21586132.000000 Penalty: 6102.807617
	Iteration 14Q: 3 clusters Score -2.158613e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220106 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -21586180.000000 Penalty: 6102.807617
	Iteration 15Q: 3 clusters Score -2.158618e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220113 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -21586210.000000 Penalty: 6102.807617
	Iteration 16Q: 3 clusters Score -2.158621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220122 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -21586212.000000 Penalty: 6102.807617
	Iteration 17Q: 3 clusters Score -2.158621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220126 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -21586208.000000 Penalty: 6102.807617
	Iteration 18Q: 3 clusters Score -2.158621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220132 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -21586230.000000 Penalty: 6102.807617
	Iteration 19Q: 3 clusters Score -2.158623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220136 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -21586238.000000 Penalty: 6102.807617
	Iteration 20F: 3 clusters Score -2.158624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220138 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -21586228.000000 Penalty: 6102.807617
	Iteration 21Q: 3 clusters Score -2.158623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220135 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -21586234.000000 Penalty: 6102.807617
	Iteration 22Q: 3 clusters Score -2.158623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220130 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -21586254.000000 Penalty: 6102.807617
	Iteration 23Q: 3 clusters Score -2.158625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220127 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -21586252.000000 Penalty: 6102.807617
	Iteration 24Q: 3 clusters Score -2.158625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220126 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -21586256.000000 Penalty: 6102.807617
	Iteration 25Q: 3 clusters Score -2.158626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220127 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -21586268.000000 Penalty: 6102.807617
	Iteration 26Q: 3 clusters Score -2.158627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220130 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -21586266.000000 Penalty: 6102.807617
	Iteration 27Q: 3 clusters Score -2.158627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220131 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -21586264.000000 Penalty: 6102.807617
	Iteration 28Q: 3 clusters Score -2.158626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220128 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -21586252.000000 Penalty: 6102.807617
	Iteration 29Q: 3 clusters Score -2.158625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220127 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -21586260.000000 Penalty: 6102.807617
	Iteration 30Q: 3 clusters Score -2.158626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220127 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -21586256.000000 Penalty: 6102.807617
	Iteration 31Q: 3 clusters Score -2.158626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220126 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -21586254.000000 Penalty: 6102.807617
	Iteration 32Q: 3 clusters Score -2.158625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220124 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -21586266.000000 Penalty: 6102.807617
	Iteration 33Q: 3 clusters Score -2.158627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220123 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -21586258.000000 Penalty: 6102.807617
	Iteration 34Q: 3 clusters Score -2.158626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220125 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -21586282.000000 Penalty: 6102.807617
	Iteration 35Q: 3 clusters Score -2.158628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220125 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -21586272.000000 Penalty: 6102.807617
	Iteration 36Q: 3 clusters Score -2.158627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220125 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -21586288.000000 Penalty: 6102.807617
	Iteration 37Q: 3 clusters Score -2.158629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220126 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -21586282.000000 Penalty: 6102.807617
	Iteration 38Q: 3 clusters Score -2.158628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220127 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -21586296.000000 Penalty: 6102.807617
	Iteration 39Q: 3 clusters Score -2.15863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220127 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -21586294.000000 Penalty: 6102.807617
	Iteration 40F: 3 clusters Score -2.158629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220128 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -21586294.000000 Penalty: 6102.807617
	Iteration 41Q: 3 clusters Score -2.158629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220128 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -21586294.000000 Penalty: 6102.807617
	Iteration 42F: 3 clusters Score -2.158629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Entering Unmasked Estep 
Score: -571896.125000 Penalty: 2164.046631
	Iteration 0F: 2 clusters Score -571896.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -566701.000000 Penalty: 4328.093262
	Iteration 0F: 3 clusters Score -566701 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -568062.875000 Penalty: 4328.093262
	Iteration 1F: 3 clusters Score -568062.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -568349.437500 Penalty: 4328.093262
	Iteration 2F: 3 clusters Score -568349.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -568522.000000 Penalty: 4328.093262
	Iteration 3F: 3 clusters Score -568522 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -568665.062500 Penalty: 4328.093262
	Iteration 4Q: 3 clusters Score -568665.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -568778.625000 Penalty: 4328.093262
	Iteration 5Q: 3 clusters Score -568778.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -568893.062500 Penalty: 4328.093262
	Iteration 6Q: 3 clusters Score -568893.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -568999.312500 Penalty: 4328.093262
	Iteration 7Q: 3 clusters Score -568999.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -569093.625000 Penalty: 4328.093262
	Iteration 8Q: 3 clusters Score -569093.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -569192.125000 Penalty: 4328.093262
	Iteration 9Q: 3 clusters Score -569192.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -569283.187500 Penalty: 4328.093262
	Iteration 10Q: 3 clusters Score -569283.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -569381.312500 Penalty: 4328.093262
	Iteration 11Q: 3 clusters Score -569381.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -569471.500000 Penalty: 4328.093262
	Iteration 12Q: 3 clusters Score -569471.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -569555.562500 Penalty: 4328.093262
	Iteration 13Q: 3 clusters Score -569555.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -569621.375000 Penalty: 4328.093262
	Iteration 14Q: 3 clusters Score -569621.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -569691.187500 Penalty: 4328.093262
	Iteration 15Q: 3 clusters Score -569691.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -569768.125000 Penalty: 4328.093262
	Iteration 16Q: 3 clusters Score -569768.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -569849.437500 Penalty: 4328.093262
	Iteration 17Q: 3 clusters Score -569849.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -569916.812500 Penalty: 4328.093262
	Iteration 18Q: 3 clusters Score -569916.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -569974.687500 Penalty: 4328.093262
	Iteration 19Q: 3 clusters Score -569974.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -570043.312500 Penalty: 4328.093262
	Iteration 20F: 3 clusters Score -570043.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -570106.000000 Penalty: 4328.093262
	Iteration 21Q: 3 clusters Score -570106 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -570161.937500 Penalty: 4328.093262
	Iteration 22Q: 3 clusters Score -570161.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -570216.437500 Penalty: 4328.093262
	Iteration 23Q: 3 clusters Score -570216.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -570260.562500 Penalty: 4328.093262
	Iteration 24Q: 3 clusters Score -570260.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -570290.375000 Penalty: 4328.093262
	Iteration 25Q: 3 clusters Score -570290.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -570309.125000 Penalty: 4328.093262
	Iteration 26Q: 3 clusters Score -570309.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -570317.625000 Penalty: 4328.093262
	Iteration 27Q: 3 clusters Score -570317.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -570327.187500 Penalty: 4328.093262
	Iteration 28Q: 3 clusters Score -570327.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -570339.625000 Penalty: 4328.093262
	Iteration 29Q: 3 clusters Score -570339.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -570345.187500 Penalty: 4328.093262
	Iteration 30Q: 3 clusters Score -570345.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -570350.437500 Penalty: 4328.093262
	Iteration 31Q: 3 clusters Score -570350.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -570354.375000 Penalty: 4328.093262
	Iteration 32Q: 3 clusters Score -570354.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -570359.937500 Penalty: 4328.093262
	Iteration 33Q: 3 clusters Score -570359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -570362.500000 Penalty: 4328.093262
	Iteration 34Q: 3 clusters Score -570362.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -570362.937500 Penalty: 4328.093262
	Iteration 35Q: 3 clusters Score -570362.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -570362.937500 Penalty: 4328.093262
	Iteration 36F: 3 clusters Score -570362.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Entering Unmasked Estep 
Score: -977445.375000 Penalty: 2290.288086
	Iteration 0F: 2 clusters Score -977445.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -969670.250000 Penalty: 4580.576172
	Iteration 0F: 3 clusters Score -969670.2 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -971828.812500 Penalty: 4580.576172
	Iteration 1F: 3 clusters Score -971828.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -972079.125000 Penalty: 4580.576172
	Iteration 2F: 3 clusters Score -972079.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -972245.187500 Penalty: 4580.576172
	Iteration 3Q: 3 clusters Score -972245.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -972343.687500 Penalty: 4580.576172
	Iteration 4Q: 3 clusters Score -972343.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -972425.062500 Penalty: 4580.576172
	Iteration 5Q: 3 clusters Score -972425.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -972492.125000 Penalty: 4580.576172
	Iteration 6Q: 3 clusters Score -972492.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -972548.437500 Penalty: 4580.576172
	Iteration 7Q: 3 clusters Score -972548.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -972627.750000 Penalty: 4580.576172
	Iteration 8Q: 3 clusters Score -972627.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -972724.062500 Penalty: 4580.576172
	Iteration 9Q: 3 clusters Score -972724.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -972857.250000 Penalty: 4580.576172
	Iteration 10Q: 3 clusters Score -972857.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -973028.812500 Penalty: 4580.576172
	Iteration 11Q: 3 clusters Score -973028.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -973221.187500 Penalty: 4580.576172
	Iteration 12Q: 3 clusters Score -973221.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -973451.187500 Penalty: 4580.576172
	Iteration 13Q: 3 clusters Score -973451.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -973727.812500 Penalty: 4580.576172
	Iteration 14Q: 3 clusters Score -973727.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -974026.437500 Penalty: 4580.576172
	Iteration 15Q: 3 clusters Score -974026.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -974264.937500 Penalty: 4580.576172
	Iteration 16Q: 3 clusters Score -974264.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -974487.687500 Penalty: 4580.576172
	Iteration 17Q: 3 clusters Score -974487.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -974713.437500 Penalty: 4580.576172
	Iteration 18Q: 3 clusters Score -974713.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -974924.187500 Penalty: 4580.576172
	Iteration 19Q: 3 clusters Score -974924.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -975097.875000 Penalty: 4580.576172
	Iteration 20F: 3 clusters Score -975097.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -975253.437500 Penalty: 4580.576172
	Iteration 21Q: 3 clusters Score -975253.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -975362.500000 Penalty: 4580.576172
	Iteration 22Q: 3 clusters Score -975362.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -975449.937500 Penalty: 4580.576172
	Iteration 23Q: 3 clusters Score -975449.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -975508.187500 Penalty: 4580.576172
	Iteration 24Q: 3 clusters Score -975508.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -975566.687500 Penalty: 4580.576172
	Iteration 25Q: 3 clusters Score -975566.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -975616.687500 Penalty: 4580.576172
	Iteration 26Q: 3 clusters Score -975616.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -975685.062500 Penalty: 4580.576172
	Iteration 27Q: 3 clusters Score -975685.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -975747.312500 Penalty: 4580.576172
	Iteration 28Q: 3 clusters Score -975747.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -975801.250000 Penalty: 4580.576172
	Iteration 29Q: 3 clusters Score -975801.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -975853.562500 Penalty: 4580.576172
	Iteration 30Q: 3 clusters Score -975853.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -975899.062500 Penalty: 4580.576172
	Iteration 31Q: 3 clusters Score -975899.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -975965.062500 Penalty: 4580.576172
	Iteration 32Q: 3 clusters Score -975965.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -976032.000000 Penalty: 4580.576172
	Iteration 33Q: 3 clusters Score -976032 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -976101.062500 Penalty: 4580.576172
	Iteration 34Q: 3 clusters Score -976101.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -976176.187500 Penalty: 4580.576172
	Iteration 35Q: 3 clusters Score -976176.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -976261.000000 Penalty: 4580.576172
	Iteration 36Q: 3 clusters Score -976261 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -976332.812500 Penalty: 4580.576172
	Iteration 37Q: 3 clusters Score -976332.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -976386.562500 Penalty: 4580.576172
	Iteration 38Q: 3 clusters Score -976386.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -976438.062500 Penalty: 4580.576172
	Iteration 39Q: 3 clusters Score -976438.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -976512.875000 Penalty: 4580.576172
	Iteration 40F: 3 clusters Score -976512.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -976588.187500 Penalty: 4580.576172
	Iteration 41Q: 3 clusters Score -976588.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -976680.562500 Penalty: 4580.576172
	Iteration 42Q: 3 clusters Score -976680.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -976768.750000 Penalty: 4580.576172
	Iteration 43Q: 3 clusters Score -976768.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -976814.750000 Penalty: 4580.576172
	Iteration 44Q: 3 clusters Score -976814.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -976839.000000 Penalty: 4580.576172
	Iteration 45Q: 3 clusters Score -976839 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -976852.562500 Penalty: 4580.576172
	Iteration 46Q: 3 clusters Score -976852.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -976861.687500 Penalty: 4580.576172
	Iteration 47Q: 3 clusters Score -976861.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -976872.000000 Penalty: 4580.576172
	Iteration 48Q: 3 clusters Score -976872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -976876.750000 Penalty: 4580.576172
	Iteration 49Q: 3 clusters Score -976876.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -976879.062500 Penalty: 4580.576172
	Iteration 50Q: 3 clusters Score -976879.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -976879.750000 Penalty: 4580.576172
	Iteration 51Q: 3 clusters Score -976879.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -976882.875000 Penalty: 4580.576172
	Iteration 52Q: 3 clusters Score -976882.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -976885.125000 Penalty: 4580.576172
	Iteration 53Q: 3 clusters Score -976885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -976882.562500 Penalty: 4580.576172
	Iteration 54Q: 3 clusters Score -976882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -976885.250000 Penalty: 4580.576172
	Iteration 55Q: 3 clusters Score -976885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -976883.937500 Penalty: 4580.576172
	Iteration 56Q: 3 clusters Score -976883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -976884.000000 Penalty: 4580.576172
	Iteration 57Q: 3 clusters Score -976884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -976884.687500 Penalty: 4580.576172
	Iteration 58Q: 3 clusters Score -976884.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -976884.875000 Penalty: 4580.576172
	Iteration 59Q: 3 clusters Score -976884.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -976884.875000 Penalty: 4580.576172
	Iteration 60F: 3 clusters Score -976884.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Entering Unmasked Estep 
Score: -767371.750000 Penalty: 2232.058594
	Iteration 0F: 2 clusters Score -767371.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -760832.187500 Penalty: 4464.117188
	Iteration 0F: 3 clusters Score -760832.2 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -762645.062500 Penalty: 4464.117188
	Iteration 1F: 3 clusters Score -762645.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -762902.687500 Penalty: 4464.117188
	Iteration 2F: 3 clusters Score -762902.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -763058.687500 Penalty: 4464.117188
	Iteration 3Q: 3 clusters Score -763058.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -763177.312500 Penalty: 4464.117188
	Iteration 4Q: 3 clusters Score -763177.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -763286.687500 Penalty: 4464.117188
	Iteration 5Q: 3 clusters Score -763286.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -763392.437500 Penalty: 4464.117188
	Iteration 6Q: 3 clusters Score -763392.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -763479.687500 Penalty: 4464.117188
	Iteration 7Q: 3 clusters Score -763479.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -763565.375000 Penalty: 4464.117188
	Iteration 8Q: 3 clusters Score -763565.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -763646.812500 Penalty: 4464.117188
	Iteration 9Q: 3 clusters Score -763646.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -763725.437500 Penalty: 4464.117188
	Iteration 10Q: 3 clusters Score -763725.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -763816.125000 Penalty: 4464.117188
	Iteration 11Q: 3 clusters Score -763816.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -763912.250000 Penalty: 4464.117188
	Iteration 12Q: 3 clusters Score -763912.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -764007.875000 Penalty: 4464.117188
	Iteration 13Q: 3 clusters Score -764007.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -764087.625000 Penalty: 4464.117188
	Iteration 14Q: 3 clusters Score -764087.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -764163.125000 Penalty: 4464.117188
	Iteration 15Q: 3 clusters Score -764163.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -764247.562500 Penalty: 4464.117188
	Iteration 16Q: 3 clusters Score -764247.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -764340.437500 Penalty: 4464.117188
	Iteration 17Q: 3 clusters Score -764340.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -764451.125000 Penalty: 4464.117188
	Iteration 18Q: 3 clusters Score -764451.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -764559.750000 Penalty: 4464.117188
	Iteration 19Q: 3 clusters Score -764559.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -764671.062500 Penalty: 4464.117188
	Iteration 20F: 3 clusters Score -764671.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -764759.125000 Penalty: 4464.117188
	Iteration 21Q: 3 clusters Score -764759.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -764831.312500 Penalty: 4464.117188
	Iteration 22Q: 3 clusters Score -764831.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -764882.125000 Penalty: 4464.117188
	Iteration 23Q: 3 clusters Score -764882.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -764911.000000 Penalty: 4464.117188
	Iteration 24Q: 3 clusters Score -764911 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -764933.562500 Penalty: 4464.117188
	Iteration 25Q: 3 clusters Score -764933.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -764946.687500 Penalty: 4464.117188
	Iteration 26Q: 3 clusters Score -764946.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -764954.812500 Penalty: 4464.117188
	Iteration 27Q: 3 clusters Score -764954.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -764966.812500 Penalty: 4464.117188
	Iteration 28Q: 3 clusters Score -764966.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -764973.375000 Penalty: 4464.117188
	Iteration 29Q: 3 clusters Score -764973.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -764980.187500 Penalty: 4464.117188
	Iteration 30Q: 3 clusters Score -764980.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -764989.250000 Penalty: 4464.117188
	Iteration 31Q: 3 clusters Score -764989.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -764993.625000 Penalty: 4464.117188
	Iteration 32Q: 3 clusters Score -764993.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -764999.500000 Penalty: 4464.117188
	Iteration 33Q: 3 clusters Score -764999.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -765003.625000 Penalty: 4464.117188
	Iteration 34Q: 3 clusters Score -765003.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -765008.875000 Penalty: 4464.117188
	Iteration 35Q: 3 clusters Score -765008.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -765011.375000 Penalty: 4464.117188
	Iteration 36Q: 3 clusters Score -765011.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -765013.062500 Penalty: 4464.117188
	Iteration 37Q: 3 clusters Score -765013.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -765017.937500 Penalty: 4464.117188
	Iteration 38Q: 3 clusters Score -765017.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -765023.562500 Penalty: 4464.117188
	Iteration 39Q: 3 clusters Score -765023.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -765027.750000 Penalty: 4464.117188
	Iteration 40F: 3 clusters Score -765027.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -765027.562500 Penalty: 4464.117188
	Iteration 41Q: 3 clusters Score -765027.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -765029.750000 Penalty: 4464.117188
	Iteration 42Q: 3 clusters Score -765029.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -765030.312500 Penalty: 4464.117188
	Iteration 43Q: 3 clusters Score -765030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -765031.250000 Penalty: 4464.117188
	Iteration 44Q: 3 clusters Score -765031.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -765031.375000 Penalty: 4464.117188
	Iteration 45Q: 3 clusters Score -765031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -765032.875000 Penalty: 4464.117188
	Iteration 46Q: 3 clusters Score -765032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -765032.375000 Penalty: 4464.117188
	Iteration 47Q: 3 clusters Score -765032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -765032.375000 Penalty: 4464.117188
	Iteration 48F: 3 clusters Score -765032.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Entering Unmasked Estep 
Score: -2241093.750000 Penalty: 2492.766113
	Iteration 0F: 2 clusters Score -2241094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2224885.500000 Penalty: 4985.532227
	Iteration 0F: 3 clusters Score -2224886 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2230503.000000 Penalty: 4985.532227
	Iteration 1F: 3 clusters Score -2230503 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2231059.500000 Penalty: 4985.532227
	Iteration 2F: 3 clusters Score -2231060 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2231670.500000 Penalty: 4985.532227
	Iteration 3F: 3 clusters Score -2231670 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2232388.000000 Penalty: 4985.532227
	Iteration 4F: 3 clusters Score -2232388 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2233210.000000 Penalty: 4985.532227
	Iteration 5F: 3 clusters Score -2233210 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2234272.250000 Penalty: 4985.532227
	Iteration 6F: 3 clusters Score -2234272 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2235557.500000 Penalty: 4985.532227
	Iteration 7F: 3 clusters Score -2235558 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2236811.750000 Penalty: 4985.532227
	Iteration 8F: 3 clusters Score -2236812 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2237842.500000 Penalty: 4985.532227
	Iteration 9F: 3 clusters Score -2237842 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2238672.750000 Penalty: 4985.532227
	Iteration 10Q: 3 clusters Score -2238673 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2239371.500000 Penalty: 4985.532227
	Iteration 11Q: 3 clusters Score -2239372 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2239851.500000 Penalty: 4985.532227
	Iteration 12Q: 3 clusters Score -2239852 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2240121.000000 Penalty: 4985.532227
	Iteration 13Q: 3 clusters Score -2240121 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2240246.250000 Penalty: 4985.532227
	Iteration 14Q: 3 clusters Score -2240246 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2240318.250000 Penalty: 4985.532227
	Iteration 15Q: 3 clusters Score -2240318 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2240341.750000 Penalty: 4985.532227
	Iteration 16Q: 3 clusters Score -2240342 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2240351.500000 Penalty: 4985.532227
	Iteration 17Q: 3 clusters Score -2240352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2240364.000000 Penalty: 4985.532227
	Iteration 18Q: 3 clusters Score -2240364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2240360.000000 Penalty: 4985.532227
	Iteration 19Q: 3 clusters Score -2240360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2240366.500000 Penalty: 4985.532227
	Iteration 20F: 3 clusters Score -2240366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2240372.000000 Penalty: 4985.532227
	Iteration 21Q: 3 clusters Score -2240372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2240374.000000 Penalty: 4985.532227
	Iteration 22Q: 3 clusters Score -2240374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2240372.500000 Penalty: 4985.532227
	Iteration 23Q: 3 clusters Score -2240372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2240377.500000 Penalty: 4985.532227
	Iteration 24Q: 3 clusters Score -2240378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2240375.750000 Penalty: 4985.532227
	Iteration 25Q: 3 clusters Score -2240376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2240376.250000 Penalty: 4985.532227
	Iteration 26Q: 3 clusters Score -2240376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2240379.250000 Penalty: 4985.532227
	Iteration 27Q: 3 clusters Score -2240379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2240378.000000 Penalty: 4985.532227
	Iteration 28Q: 3 clusters Score -2240378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2240377.750000 Penalty: 4985.532227
	Iteration 29Q: 3 clusters Score -2240378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2240377.250000 Penalty: 4985.532227
	Iteration 30Q: 3 clusters Score -2240377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2240379.250000 Penalty: 4985.532227
	Iteration 31Q: 3 clusters Score -2240379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2240378.250000 Penalty: 4985.532227
	Iteration 32Q: 3 clusters Score -2240378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2240379.250000 Penalty: 4985.532227
	Iteration 33Q: 3 clusters Score -2240379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2240380.000000 Penalty: 4985.532227
	Iteration 34Q: 3 clusters Score -2240380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2240380.000000 Penalty: 4985.532227
	Iteration 35F: 3 clusters Score -2240380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Entering Unmasked Estep 
Score: -705444.500000 Penalty: 2211.991211
	Iteration 0F: 2 clusters Score -705444.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -699381.687500 Penalty: 4423.982422
	Iteration 0F: 3 clusters Score -699381.7 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -700962.937500 Penalty: 4423.982422
	Iteration 1F: 3 clusters Score -700962.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -701191.312500 Penalty: 4423.982422
	Iteration 2F: 3 clusters Score -701191.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -701342.562500 Penalty: 4423.982422
	Iteration 3Q: 3 clusters Score -701342.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -701456.062500 Penalty: 4423.982422
	Iteration 4Q: 3 clusters Score -701456.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -701551.750000 Penalty: 4423.982422
	Iteration 5Q: 3 clusters Score -701551.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -701651.187500 Penalty: 4423.982422
	Iteration 6Q: 3 clusters Score -701651.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -701769.125000 Penalty: 4423.982422
	Iteration 7Q: 3 clusters Score -701769.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -701899.375000 Penalty: 4423.982422
	Iteration 8Q: 3 clusters Score -701899.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -702072.562500 Penalty: 4423.982422
	Iteration 9Q: 3 clusters Score -702072.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -702360.000000 Penalty: 4423.982422
	Iteration 10Q: 3 clusters Score -702360 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -702705.062500 Penalty: 4423.982422
	Iteration 11Q: 3 clusters Score -702705.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -703138.062500 Penalty: 4423.982422
	Iteration 12F: 3 clusters Score -703138.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -703630.562500 Penalty: 4423.982422
	Iteration 13F: 3 clusters Score -703630.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -704084.562500 Penalty: 4423.982422
	Iteration 14F: 3 clusters Score -704084.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -704437.250000 Penalty: 4423.982422
	Iteration 15Q: 3 clusters Score -704437.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -704690.437500 Penalty: 4423.982422
	Iteration 16Q: 3 clusters Score -704690.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -704851.125000 Penalty: 4423.982422
	Iteration 17Q: 3 clusters Score -704851.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -704993.437500 Penalty: 4423.982422
	Iteration 18Q: 3 clusters Score -704993.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -705080.125000 Penalty: 4423.982422
	Iteration 19Q: 3 clusters Score -705080.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -705133.875000 Penalty: 4423.982422
	Iteration 20F: 3 clusters Score -705133.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -705153.937500 Penalty: 4423.982422
	Iteration 21Q: 3 clusters Score -705153.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -705164.937500 Penalty: 4423.982422
	Iteration 22Q: 3 clusters Score -705164.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -705169.187500 Penalty: 4423.982422
	Iteration 23Q: 3 clusters Score -705169.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -705170.937500 Penalty: 4423.982422
	Iteration 24Q: 3 clusters Score -705170.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -705175.625000 Penalty: 4423.982422
	Iteration 25Q: 3 clusters Score -705175.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -705178.625000 Penalty: 4423.982422
	Iteration 26Q: 3 clusters Score -705178.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -705185.000000 Penalty: 4423.982422
	Iteration 27Q: 3 clusters Score -705185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -705186.062500 Penalty: 4423.982422
	Iteration 28Q: 3 clusters Score -705186.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -705186.437500 Penalty: 4423.982422
	Iteration 29Q: 3 clusters Score -705186.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -705190.000000 Penalty: 4423.982422
	Iteration 30Q: 3 clusters Score -705190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -705190.375000 Penalty: 4423.982422
	Iteration 31Q: 3 clusters Score -705190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -705193.125000 Penalty: 4423.982422
	Iteration 32Q: 3 clusters Score -705193.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -705192.437500 Penalty: 4423.982422
	Iteration 33Q: 3 clusters Score -705192.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -705194.187500 Penalty: 4423.982422
	Iteration 34Q: 3 clusters Score -705194.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -705194.062500 Penalty: 4423.982422
	Iteration 35Q: 3 clusters Score -705194.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -705197.750000 Penalty: 4423.982422
	Iteration 36Q: 3 clusters Score -705197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -705198.250000 Penalty: 4423.982422
	Iteration 37Q: 3 clusters Score -705198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -705200.312500 Penalty: 4423.982422
	Iteration 38Q: 3 clusters Score -705200.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -705200.812500 Penalty: 4423.982422
	Iteration 39Q: 3 clusters Score -705200.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -705202.000000 Penalty: 4423.982422
	Iteration 40F: 3 clusters Score -705202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -705201.562500 Penalty: 4423.982422
	Iteration 41Q: 3 clusters Score -705201.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -705201.437500 Penalty: 4423.982422
	Iteration 42Q: 3 clusters Score -705201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -705201.437500 Penalty: 4423.982422
	Iteration 43F: 3 clusters Score -705201.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Entering Unmasked Estep 
Score: -711800.375000 Penalty: 2218.377930
	Iteration 0F: 2 clusters Score -711800.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -705629.125000 Penalty: 4436.755859
	Iteration 0F: 3 clusters Score -705629.1 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -707378.812500 Penalty: 4436.755859
	Iteration 1F: 3 clusters Score -707378.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -707699.062500 Penalty: 4436.755859
	Iteration 2F: 3 clusters Score -707699.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -707971.312500 Penalty: 4436.755859
	Iteration 3F: 3 clusters Score -707971.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -708206.062500 Penalty: 4436.755859
	Iteration 4Q: 3 clusters Score -708206.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -708416.500000 Penalty: 4436.755859
	Iteration 5Q: 3 clusters Score -708416.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -708629.750000 Penalty: 4436.755859
	Iteration 6Q: 3 clusters Score -708629.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -708818.000000 Penalty: 4436.755859
	Iteration 7Q: 3 clusters Score -708818 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -709018.625000 Penalty: 4436.755859
	Iteration 8Q: 3 clusters Score -709018.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -709189.937500 Penalty: 4436.755859
	Iteration 9Q: 3 clusters Score -709189.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -709354.500000 Penalty: 4436.755859
	Iteration 10Q: 3 clusters Score -709354.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -709517.750000 Penalty: 4436.755859
	Iteration 11Q: 3 clusters Score -709517.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -709696.625000 Penalty: 4436.755859
	Iteration 12Q: 3 clusters Score -709696.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -709833.187500 Penalty: 4436.755859
	Iteration 13Q: 3 clusters Score -709833.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -709949.187500 Penalty: 4436.755859
	Iteration 14Q: 3 clusters Score -709949.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -710065.562500 Penalty: 4436.755859
	Iteration 15Q: 3 clusters Score -710065.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -710192.437500 Penalty: 4436.755859
	Iteration 16Q: 3 clusters Score -710192.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -710307.062500 Penalty: 4436.755859
	Iteration 17Q: 3 clusters Score -710307.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -710406.687500 Penalty: 4436.755859
	Iteration 18Q: 3 clusters Score -710406.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -710484.375000 Penalty: 4436.755859
	Iteration 19Q: 3 clusters Score -710484.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -710548.687500 Penalty: 4436.755859
	Iteration 20F: 3 clusters Score -710548.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -710594.000000 Penalty: 4436.755859
	Iteration 21Q: 3 clusters Score -710594 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -710629.437500 Penalty: 4436.755859
	Iteration 22Q: 3 clusters Score -710629.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -710662.625000 Penalty: 4436.755859
	Iteration 23Q: 3 clusters Score -710662.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -710690.750000 Penalty: 4436.755859
	Iteration 24Q: 3 clusters Score -710690.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -710717.375000 Penalty: 4436.755859
	Iteration 25Q: 3 clusters Score -710717.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -710732.125000 Penalty: 4436.755859
	Iteration 26Q: 3 clusters Score -710732.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -710751.750000 Penalty: 4436.755859
	Iteration 27Q: 3 clusters Score -710751.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -710770.750000 Penalty: 4436.755859
	Iteration 28Q: 3 clusters Score -710770.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -710787.812500 Penalty: 4436.755859
	Iteration 29Q: 3 clusters Score -710787.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -710808.687500 Penalty: 4436.755859
	Iteration 30Q: 3 clusters Score -710808.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -710829.000000 Penalty: 4436.755859
	Iteration 31Q: 3 clusters Score -710829 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -710834.500000 Penalty: 4436.755859
	Iteration 32Q: 3 clusters Score -710834.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -710847.187500 Penalty: 4436.755859
	Iteration 33Q: 3 clusters Score -710847.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -710855.625000 Penalty: 4436.755859
	Iteration 34Q: 3 clusters Score -710855.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -710863.375000 Penalty: 4436.755859
	Iteration 35Q: 3 clusters Score -710863.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -710873.250000 Penalty: 4436.755859
	Iteration 36Q: 3 clusters Score -710873.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -710878.500000 Penalty: 4436.755859
	Iteration 37Q: 3 clusters Score -710878.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -710882.312500 Penalty: 4436.755859
	Iteration 38Q: 3 clusters Score -710882.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -710887.312500 Penalty: 4436.755859
	Iteration 39Q: 3 clusters Score -710887.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -710893.625000 Penalty: 4436.755859
	Iteration 40F: 3 clusters Score -710893.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -710897.562500 Penalty: 4436.755859
	Iteration 41Q: 3 clusters Score -710897.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -710899.062500 Penalty: 4436.755859
	Iteration 42Q: 3 clusters Score -710899.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -710903.125000 Penalty: 4436.755859
	Iteration 43Q: 3 clusters Score -710903.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -710905.875000 Penalty: 4436.755859
	Iteration 44Q: 3 clusters Score -710905.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -710914.312500 Penalty: 4436.755859
	Iteration 45Q: 3 clusters Score -710914.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -710916.375000 Penalty: 4436.755859
	Iteration 46Q: 3 clusters Score -710916.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -710922.437500 Penalty: 4436.755859
	Iteration 47Q: 3 clusters Score -710922.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -710924.875000 Penalty: 4436.755859
	Iteration 48Q: 3 clusters Score -710924.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -710930.375000 Penalty: 4436.755859
	Iteration 49Q: 3 clusters Score -710930.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -710934.062500 Penalty: 4436.755859
	Iteration 50Q: 3 clusters Score -710934.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -710938.500000 Penalty: 4436.755859
	Iteration 51Q: 3 clusters Score -710938.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -710939.437500 Penalty: 4436.755859
	Iteration 52Q: 3 clusters Score -710939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -710938.750000 Penalty: 4436.755859
	Iteration 53Q: 3 clusters Score -710938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -710941.437500 Penalty: 4436.755859
	Iteration 54Q: 3 clusters Score -710941.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -710940.937500 Penalty: 4436.755859
	Iteration 55Q: 3 clusters Score -710940.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -710940.437500 Penalty: 4436.755859
	Iteration 56Q: 3 clusters Score -710940.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -710943.000000 Penalty: 4436.755859
	Iteration 57Q: 3 clusters Score -710943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -710943.375000 Penalty: 4436.755859
	Iteration 58Q: 3 clusters Score -710943.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -710944.437500 Penalty: 4436.755859
	Iteration 59Q: 3 clusters Score -710944.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -710946.375000 Penalty: 4436.755859
	Iteration 60F: 3 clusters Score -710946.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -710950.625000 Penalty: 4436.755859
	Iteration 61Q: 3 clusters Score -710950.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -710953.562500 Penalty: 4436.755859
	Iteration 62Q: 3 clusters Score -710953.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -710959.125000 Penalty: 4436.755859
	Iteration 63Q: 3 clusters Score -710959.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -710961.562500 Penalty: 4436.755859
	Iteration 64Q: 3 clusters Score -710961.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -710967.562500 Penalty: 4436.755859
	Iteration 65Q: 3 clusters Score -710967.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -710973.687500 Penalty: 4436.755859
	Iteration 66Q: 3 clusters Score -710973.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -710977.437500 Penalty: 4436.755859
	Iteration 67Q: 3 clusters Score -710977.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -710982.812500 Penalty: 4436.755859
	Iteration 68Q: 3 clusters Score -710982.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -710993.812500 Penalty: 4436.755859
	Iteration 69Q: 3 clusters Score -710993.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -711000.187500 Penalty: 4436.755859
	Iteration 70Q: 3 clusters Score -711000.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -711007.937500 Penalty: 4436.755859
	Iteration 71Q: 3 clusters Score -711007.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -711015.187500 Penalty: 4436.755859
	Iteration 72Q: 3 clusters Score -711015.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -711023.250000 Penalty: 4436.755859
	Iteration 73Q: 3 clusters Score -711023.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -711027.625000 Penalty: 4436.755859
	Iteration 74Q: 3 clusters Score -711027.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -711031.000000 Penalty: 4436.755859
	Iteration 75Q: 3 clusters Score -711031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -711032.687500 Penalty: 4436.755859
	Iteration 76Q: 3 clusters Score -711032.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -711035.312500 Penalty: 4436.755859
	Iteration 77Q: 3 clusters Score -711035.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -711041.375000 Penalty: 4436.755859
	Iteration 78Q: 3 clusters Score -711041.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -711042.312500 Penalty: 4436.755859
	Iteration 79Q: 3 clusters Score -711042.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -711045.312500 Penalty: 4436.755859
	Iteration 80F: 3 clusters Score -711045.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -711049.125000 Penalty: 4436.755859
	Iteration 81Q: 3 clusters Score -711049.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -711056.125000 Penalty: 4436.755859
	Iteration 82Q: 3 clusters Score -711056.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -711063.687500 Penalty: 4436.755859
	Iteration 83Q: 3 clusters Score -711063.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -711071.750000 Penalty: 4436.755859
	Iteration 84Q: 3 clusters Score -711071.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -711081.250000 Penalty: 4436.755859
	Iteration 85Q: 3 clusters Score -711081.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -711087.312500 Penalty: 4436.755859
	Iteration 86Q: 3 clusters Score -711087.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -711093.625000 Penalty: 4436.755859
	Iteration 87Q: 3 clusters Score -711093.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -711096.312500 Penalty: 4436.755859
	Iteration 88Q: 3 clusters Score -711096.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -711098.625000 Penalty: 4436.755859
	Iteration 89Q: 3 clusters Score -711098.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -711104.312500 Penalty: 4436.755859
	Iteration 90Q: 3 clusters Score -711104.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -711104.125000 Penalty: 4436.755859
	Iteration 91Q: 3 clusters Score -711104.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -711106.250000 Penalty: 4436.755859
	Iteration 92Q: 3 clusters Score -711106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -711105.687500 Penalty: 4436.755859
	Iteration 93Q: 3 clusters Score -711105.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -711105.625000 Penalty: 4436.755859
	Iteration 94Q: 3 clusters Score -711105.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -711104.750000 Penalty: 4436.755859
	Iteration 95Q: 3 clusters Score -711104.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -711105.812500 Penalty: 4436.755859
	Iteration 96Q: 3 clusters Score -711105.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -711105.875000 Penalty: 4436.755859
	Iteration 97Q: 3 clusters Score -711105.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -711107.062500 Penalty: 4436.755859
	Iteration 98Q: 3 clusters Score -711107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -711106.062500 Penalty: 4436.755859
	Iteration 99Q: 3 clusters Score -711106.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -711106.812500 Penalty: 4436.755859
	Iteration 100F: 3 clusters Score -711106.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -504411.812500 Penalty: 2149.157715
	Iteration 0F: 2 clusters Score -504411.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -499460.125000 Penalty: 4298.315430
	Iteration 0F: 3 clusters Score -499460.1 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -500790.656250 Penalty: 4298.315430
	Iteration 1F: 3 clusters Score -500790.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -501143.031250 Penalty: 4298.315430
	Iteration 2F: 3 clusters Score -501143 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -501438.156250 Penalty: 4298.315430
	Iteration 3F: 3 clusters Score -501438.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -501783.250000 Penalty: 4298.315430
	Iteration 4F: 3 clusters Score -501783.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -502170.000000 Penalty: 4298.315430
	Iteration 5F: 3 clusters Score -502170 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -502543.468750 Penalty: 4298.315430
	Iteration 6F: 3 clusters Score -502543.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -502816.718750 Penalty: 4298.315430
	Iteration 7F: 3 clusters Score -502816.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -503024.718750 Penalty: 4298.315430
	Iteration 8Q: 3 clusters Score -503024.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -503186.968750 Penalty: 4298.315430
	Iteration 9Q: 3 clusters Score -503187 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -503320.687500 Penalty: 4298.315430
	Iteration 10Q: 3 clusters Score -503320.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -503445.437500 Penalty: 4298.315430
	Iteration 11Q: 3 clusters Score -503445.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -503546.437500 Penalty: 4298.315430
	Iteration 12Q: 3 clusters Score -503546.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -503622.781250 Penalty: 4298.315430
	Iteration 13Q: 3 clusters Score -503622.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -503668.281250 Penalty: 4298.315430
	Iteration 14Q: 3 clusters Score -503668.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -503689.968750 Penalty: 4298.315430
	Iteration 15Q: 3 clusters Score -503690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -503707.250000 Penalty: 4298.315430
	Iteration 16Q: 3 clusters Score -503707.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -503713.000000 Penalty: 4298.315430
	Iteration 17Q: 3 clusters Score -503713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -503716.968750 Penalty: 4298.315430
	Iteration 18Q: 3 clusters Score -503717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -503720.812500 Penalty: 4298.315430
	Iteration 19Q: 3 clusters Score -503720.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -503722.343750 Penalty: 4298.315430
	Iteration 20F: 3 clusters Score -503722.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -503724.812500 Penalty: 4298.315430
	Iteration 21Q: 3 clusters Score -503724.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -503726.656250 Penalty: 4298.315430
	Iteration 22Q: 3 clusters Score -503726.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -503726.656250 Penalty: 4298.315430
	Iteration 23Q: 3 clusters Score -503726.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -503727.437500 Penalty: 4298.315430
	Iteration 24Q: 3 clusters Score -503727.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -503727.843750 Penalty: 4298.315430
	Iteration 25Q: 3 clusters Score -503727.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -503728.062500 Penalty: 4298.315430
	Iteration 26Q: 3 clusters Score -503728.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -503728.062500 Penalty: 4298.315430
	Iteration 27F: 3 clusters Score -503728.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Entering Unmasked Estep 
Score: -1791043.250000 Penalty: 2436.623047
	Iteration 0F: 2 clusters Score -1791043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1777994.875000 Penalty: 4873.246094
	Iteration 0F: 3 clusters Score -1777995 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1782468.000000 Penalty: 4873.246094
	Iteration 1F: 3 clusters Score -1782468 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1782880.500000 Penalty: 4873.246094
	Iteration 2F: 3 clusters Score -1782880 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1783203.375000 Penalty: 4873.246094
	Iteration 3Q: 3 clusters Score -1783203 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1783523.375000 Penalty: 4873.246094
	Iteration 4Q: 3 clusters Score -1783523 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1783857.625000 Penalty: 4873.246094
	Iteration 5Q: 3 clusters Score -1783858 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1784217.500000 Penalty: 4873.246094
	Iteration 6Q: 3 clusters Score -1784218 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1784652.875000 Penalty: 4873.246094
	Iteration 7Q: 3 clusters Score -1784653 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1785178.875000 Penalty: 4873.246094
	Iteration 8Q: 3 clusters Score -1785179 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1785759.625000 Penalty: 4873.246094
	Iteration 9Q: 3 clusters Score -1785760 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1786324.000000 Penalty: 4873.246094
	Iteration 10Q: 3 clusters Score -1786324 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1786906.250000 Penalty: 4873.246094
	Iteration 11Q: 3 clusters Score -1786906 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1787520.875000 Penalty: 4873.246094
	Iteration 12Q: 3 clusters Score -1787521 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1788072.875000 Penalty: 4873.246094
	Iteration 13Q: 3 clusters Score -1788073 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1788637.875000 Penalty: 4873.246094
	Iteration 14Q: 3 clusters Score -1788638 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1789247.750000 Penalty: 4873.246094
	Iteration 15Q: 3 clusters Score -1789248 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1789732.750000 Penalty: 4873.246094
	Iteration 16Q: 3 clusters Score -1789733 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1790076.750000 Penalty: 4873.246094
	Iteration 17Q: 3 clusters Score -1790077 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1790260.375000 Penalty: 4873.246094
	Iteration 18Q: 3 clusters Score -1790260 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1790361.625000 Penalty: 4873.246094
	Iteration 19Q: 3 clusters Score -1790362 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1790414.875000 Penalty: 4873.246094
	Iteration 20F: 3 clusters Score -1790415 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1790436.500000 Penalty: 4873.246094
	Iteration 21Q: 3 clusters Score -1790436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1790450.250000 Penalty: 4873.246094
	Iteration 22Q: 3 clusters Score -1790450 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1790455.625000 Penalty: 4873.246094
	Iteration 23Q: 3 clusters Score -1790456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1790464.625000 Penalty: 4873.246094
	Iteration 24Q: 3 clusters Score -1790465 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1790470.500000 Penalty: 4873.246094
	Iteration 25Q: 3 clusters Score -1790470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1790474.500000 Penalty: 4873.246094
	Iteration 26Q: 3 clusters Score -1790474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1790475.750000 Penalty: 4873.246094
	Iteration 27Q: 3 clusters Score -1790476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1790480.500000 Penalty: 4873.246094
	Iteration 28Q: 3 clusters Score -1790480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1790480.250000 Penalty: 4873.246094
	Iteration 29Q: 3 clusters Score -1790480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1790479.875000 Penalty: 4873.246094
	Iteration 30Q: 3 clusters Score -1790480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1790476.750000 Penalty: 4873.246094
	Iteration 31Q: 3 clusters Score -1790477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1790478.625000 Penalty: 4873.246094
	Iteration 32Q: 3 clusters Score -1790479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1790487.000000 Penalty: 4873.246094
	Iteration 33Q: 3 clusters Score -1790487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1790486.750000 Penalty: 4873.246094
	Iteration 34Q: 3 clusters Score -1790487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1790487.875000 Penalty: 4873.246094
	Iteration 35Q: 3 clusters Score -1790488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1790490.125000 Penalty: 4873.246094
	Iteration 36Q: 3 clusters Score -1790490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1790487.625000 Penalty: 4873.246094
	Iteration 37Q: 3 clusters Score -1790488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1790489.000000 Penalty: 4873.246094
	Iteration 38Q: 3 clusters Score -1790489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1790491.250000 Penalty: 4873.246094
	Iteration 39Q: 3 clusters Score -1790491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1790487.500000 Penalty: 4873.246094
	Iteration 40F: 3 clusters Score -1790488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1790489.250000 Penalty: 4873.246094
	Iteration 41Q: 3 clusters Score -1790489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1790489.250000 Penalty: 4873.246094
	Iteration 42F: 3 clusters Score -1790489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Entering Unmasked Estep 
Score: -848477.875000 Penalty: 2249.427734
	Iteration 0F: 2 clusters Score -848477.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -841646.312500 Penalty: 4498.855469
	Iteration 0F: 3 clusters Score -841646.3 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -843574.812500 Penalty: 4498.855469
	Iteration 1F: 3 clusters Score -843574.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -843868.562500 Penalty: 4498.855469
	Iteration 2F: 3 clusters Score -843868.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -844054.187500 Penalty: 4498.855469
	Iteration 3Q: 3 clusters Score -844054.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -844184.187500 Penalty: 4498.855469
	Iteration 4Q: 3 clusters Score -844184.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -844291.250000 Penalty: 4498.855469
	Iteration 5Q: 3 clusters Score -844291.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -844411.625000 Penalty: 4498.855469
	Iteration 6Q: 3 clusters Score -844411.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -844543.500000 Penalty: 4498.855469
	Iteration 7Q: 3 clusters Score -844543.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -844680.312500 Penalty: 4498.855469
	Iteration 8Q: 3 clusters Score -844680.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -844823.000000 Penalty: 4498.855469
	Iteration 9Q: 3 clusters Score -844823 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -844958.187500 Penalty: 4498.855469
	Iteration 10Q: 3 clusters Score -844958.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -845068.625000 Penalty: 4498.855469
	Iteration 11Q: 3 clusters Score -845068.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -845161.687500 Penalty: 4498.855469
	Iteration 12Q: 3 clusters Score -845161.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -845250.625000 Penalty: 4498.855469
	Iteration 13Q: 3 clusters Score -845250.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -845334.312500 Penalty: 4498.855469
	Iteration 14Q: 3 clusters Score -845334.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -845418.750000 Penalty: 4498.855469
	Iteration 15Q: 3 clusters Score -845418.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -845514.062500 Penalty: 4498.855469
	Iteration 16Q: 3 clusters Score -845514.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -845604.687500 Penalty: 4498.855469
	Iteration 17Q: 3 clusters Score -845604.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -845702.437500 Penalty: 4498.855469
	Iteration 18Q: 3 clusters Score -845702.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -845812.125000 Penalty: 4498.855469
	Iteration 19Q: 3 clusters Score -845812.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -845886.500000 Penalty: 4498.855469
	Iteration 20F: 3 clusters Score -845886.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -845948.062500 Penalty: 4498.855469
	Iteration 21Q: 3 clusters Score -845948.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -845986.125000 Penalty: 4498.855469
	Iteration 22Q: 3 clusters Score -845986.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -846015.000000 Penalty: 4498.855469
	Iteration 23Q: 3 clusters Score -846015 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -846042.062500 Penalty: 4498.855469
	Iteration 24Q: 3 clusters Score -846042.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -846055.375000 Penalty: 4498.855469
	Iteration 25Q: 3 clusters Score -846055.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -846065.250000 Penalty: 4498.855469
	Iteration 26Q: 3 clusters Score -846065.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -846076.937500 Penalty: 4498.855469
	Iteration 27Q: 3 clusters Score -846076.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -846083.500000 Penalty: 4498.855469
	Iteration 28Q: 3 clusters Score -846083.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -846085.312500 Penalty: 4498.855469
	Iteration 29Q: 3 clusters Score -846085.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -846087.875000 Penalty: 4498.855469
	Iteration 30Q: 3 clusters Score -846087.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -846092.937500 Penalty: 4498.855469
	Iteration 31Q: 3 clusters Score -846092.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -846098.562500 Penalty: 4498.855469
	Iteration 32Q: 3 clusters Score -846098.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -846099.937500 Penalty: 4498.855469
	Iteration 33Q: 3 clusters Score -846099.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -846100.187500 Penalty: 4498.855469
	Iteration 34Q: 3 clusters Score -846100.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -846102.625000 Penalty: 4498.855469
	Iteration 35Q: 3 clusters Score -846102.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -846103.687500 Penalty: 4498.855469
	Iteration 36Q: 3 clusters Score -846103.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -846106.250000 Penalty: 4498.855469
	Iteration 37Q: 3 clusters Score -846106.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -846104.187500 Penalty: 4498.855469
	Iteration 38Q: 3 clusters Score -846104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -846104.937500 Penalty: 4498.855469
	Iteration 39Q: 3 clusters Score -846104.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -846106.437500 Penalty: 4498.855469
	Iteration 40F: 3 clusters Score -846106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -846106.875000 Penalty: 4498.855469
	Iteration 41Q: 3 clusters Score -846106.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -846106.875000 Penalty: 4498.855469
	Iteration 42F: 3 clusters Score -846106.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Entering Unmasked Estep 
Score: -681842.187500 Penalty: 2204.274658
	Iteration 0F: 2 clusters Score -681842.2 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 3645 members 
Entering Unmasked Estep 
Score: -675841.625000 Penalty: 4408.549316
	Iteration 0F: 3 clusters Score -675841.6 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -677440.500000 Penalty: 4408.549316
	Iteration 1F: 3 clusters Score -677440.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -677713.125000 Penalty: 4408.549316
	Iteration 2F: 3 clusters Score -677713.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -677898.625000 Penalty: 4408.549316
	Iteration 3F: 3 clusters Score -677898.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -678050.812500 Penalty: 4408.549316
	Iteration 4Q: 3 clusters Score -678050.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -678147.250000 Penalty: 4408.549316
	Iteration 5Q: 3 clusters Score -678147.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -678221.562500 Penalty: 4408.549316
	Iteration 6Q: 3 clusters Score -678221.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -678287.437500 Penalty: 4408.549316
	Iteration 7Q: 3 clusters Score -678287.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -678347.312500 Penalty: 4408.549316
	Iteration 8Q: 3 clusters Score -678347.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -678400.562500 Penalty: 4408.549316
	Iteration 9Q: 3 clusters Score -678400.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -678450.375000 Penalty: 4408.549316
	Iteration 10Q: 3 clusters Score -678450.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -678502.750000 Penalty: 4408.549316
	Iteration 11Q: 3 clusters Score -678502.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -678567.937500 Penalty: 4408.549316
	Iteration 12Q: 3 clusters Score -678567.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -678645.187500 Penalty: 4408.549316
	Iteration 13Q: 3 clusters Score -678645.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -678746.250000 Penalty: 4408.549316
	Iteration 14Q: 3 clusters Score -678746.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -678888.312500 Penalty: 4408.549316
	Iteration 15Q: 3 clusters Score -678888.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -679034.437500 Penalty: 4408.549316
	Iteration 16Q: 3 clusters Score -679034.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -679182.750000 Penalty: 4408.549316
	Iteration 17Q: 3 clusters Score -679182.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -679302.312500 Penalty: 4408.549316
	Iteration 18Q: 3 clusters Score -679302.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -679416.500000 Penalty: 4408.549316
	Iteration 19Q: 3 clusters Score -679416.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -679512.562500 Penalty: 4408.549316
	Iteration 20F: 3 clusters Score -679512.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -679583.125000 Penalty: 4408.549316
	Iteration 21Q: 3 clusters Score -679583.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -679638.625000 Penalty: 4408.549316
	Iteration 22Q: 3 clusters Score -679638.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -679683.437500 Penalty: 4408.549316
	Iteration 23Q: 3 clusters Score -679683.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -679729.812500 Penalty: 4408.549316
	Iteration 24Q: 3 clusters Score -679729.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -679762.750000 Penalty: 4408.549316
	Iteration 25Q: 3 clusters Score -679762.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -679799.312500 Penalty: 4408.549316
	Iteration 26Q: 3 clusters Score -679799.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -679831.625000 Penalty: 4408.549316
	Iteration 27Q: 3 clusters Score -679831.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -679852.000000 Penalty: 4408.549316
	Iteration 28Q: 3 clusters Score -679852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -679869.937500 Penalty: 4408.549316
	Iteration 29Q: 3 clusters Score -679869.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -679887.062500 Penalty: 4408.549316
	Iteration 30Q: 3 clusters Score -679887.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -679908.250000 Penalty: 4408.549316
	Iteration 31Q: 3 clusters Score -679908.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -679917.062500 Penalty: 4408.549316
	Iteration 32Q: 3 clusters Score -679917.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -679924.937500 Penalty: 4408.549316
	Iteration 33Q: 3 clusters Score -679924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -679930.375000 Penalty: 4408.549316
	Iteration 34Q: 3 clusters Score -679930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -679933.312500 Penalty: 4408.549316
	Iteration 35Q: 3 clusters Score -679933.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -679937.375000 Penalty: 4408.549316
	Iteration 36Q: 3 clusters Score -679937.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -679947.500000 Penalty: 4408.549316
	Iteration 37Q: 3 clusters Score -679947.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -679958.437500 Penalty: 4408.549316
	Iteration 38Q: 3 clusters Score -679958.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -679967.250000 Penalty: 4408.549316
	Iteration 39Q: 3 clusters Score -679967.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -679974.625000 Penalty: 4408.549316
	Iteration 40F: 3 clusters Score -679974.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -679980.812500 Penalty: 4408.549316
	Iteration 41Q: 3 clusters Score -679980.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -679985.875000 Penalty: 4408.549316
	Iteration 42Q: 3 clusters Score -679985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -679987.687500 Penalty: 4408.549316
	Iteration 43Q: 3 clusters Score -679987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -679989.375000 Penalty: 4408.549316
	Iteration 44Q: 3 clusters Score -679989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -679989.375000 Penalty: 4408.549316
	Iteration 45F: 3 clusters Score -679989.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Entering Unmasked Estep 
Score: -399639.468750 Penalty: 2073.471680
	Iteration 0F: 2 clusters Score -399639.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -395563.906250 Penalty: 4146.943359
	Iteration 0F: 3 clusters Score -395563.9 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -396550.687500 Penalty: 4146.943359
	Iteration 1F: 3 clusters Score -396550.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -396720.656250 Penalty: 4146.943359
	Iteration 2F: 3 clusters Score -396720.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -396807.062500 Penalty: 4146.943359
	Iteration 3Q: 3 clusters Score -396807.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -396860.062500 Penalty: 4146.943359
	Iteration 4Q: 3 clusters Score -396860.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -396899.875000 Penalty: 4146.943359
	Iteration 5Q: 3 clusters Score -396899.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -396934.812500 Penalty: 4146.943359
	Iteration 6Q: 3 clusters Score -396934.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -396961.093750 Penalty: 4146.943359
	Iteration 7Q: 3 clusters Score -396961.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -396981.437500 Penalty: 4146.943359
	Iteration 8Q: 3 clusters Score -396981.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -397001.750000 Penalty: 4146.943359
	Iteration 9Q: 3 clusters Score -397001.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -397023.093750 Penalty: 4146.943359
	Iteration 10Q: 3 clusters Score -397023.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -397042.343750 Penalty: 4146.943359
	Iteration 11Q: 3 clusters Score -397042.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -397057.531250 Penalty: 4146.943359
	Iteration 12Q: 3 clusters Score -397057.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -397077.156250 Penalty: 4146.943359
	Iteration 13Q: 3 clusters Score -397077.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -397094.906250 Penalty: 4146.943359
	Iteration 14Q: 3 clusters Score -397094.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -397112.656250 Penalty: 4146.943359
	Iteration 15Q: 3 clusters Score -397112.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -397133.625000 Penalty: 4146.943359
	Iteration 16Q: 3 clusters Score -397133.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -397156.281250 Penalty: 4146.943359
	Iteration 17Q: 3 clusters Score -397156.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -397180.062500 Penalty: 4146.943359
	Iteration 18Q: 3 clusters Score -397180.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -397207.375000 Penalty: 4146.943359
	Iteration 19Q: 3 clusters Score -397207.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -397231.656250 Penalty: 4146.943359
	Iteration 20F: 3 clusters Score -397231.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -397258.718750 Penalty: 4146.943359
	Iteration 21Q: 3 clusters Score -397258.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -397298.718750 Penalty: 4146.943359
	Iteration 22Q: 3 clusters Score -397298.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -397351.968750 Penalty: 4146.943359
	Iteration 23Q: 3 clusters Score -397352 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -397400.875000 Penalty: 4146.943359
	Iteration 24Q: 3 clusters Score -397400.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -397445.843750 Penalty: 4146.943359
	Iteration 25Q: 3 clusters Score -397445.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -397490.281250 Penalty: 4146.943359
	Iteration 26Q: 3 clusters Score -397490.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -397529.718750 Penalty: 4146.943359
	Iteration 27Q: 3 clusters Score -397529.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -397565.343750 Penalty: 4146.943359
	Iteration 28Q: 3 clusters Score -397565.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -397614.125000 Penalty: 4146.943359
	Iteration 29Q: 3 clusters Score -397614.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -397653.375000 Penalty: 4146.943359
	Iteration 30Q: 3 clusters Score -397653.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -397684.156250 Penalty: 4146.943359
	Iteration 31Q: 3 clusters Score -397684.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -397711.625000 Penalty: 4146.943359
	Iteration 32Q: 3 clusters Score -397711.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -397734.812500 Penalty: 4146.943359
	Iteration 33Q: 3 clusters Score -397734.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -397755.406250 Penalty: 4146.943359
	Iteration 34Q: 3 clusters Score -397755.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -397775.781250 Penalty: 4146.943359
	Iteration 35Q: 3 clusters Score -397775.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -397804.781250 Penalty: 4146.943359
	Iteration 36Q: 3 clusters Score -397804.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -397829.437500 Penalty: 4146.943359
	Iteration 37Q: 3 clusters Score -397829.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -397852.593750 Penalty: 4146.943359
	Iteration 38Q: 3 clusters Score -397852.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -397867.250000 Penalty: 4146.943359
	Iteration 39Q: 3 clusters Score -397867.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -397881.906250 Penalty: 4146.943359
	Iteration 40F: 3 clusters Score -397881.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -397898.218750 Penalty: 4146.943359
	Iteration 41Q: 3 clusters Score -397898.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -397912.968750 Penalty: 4146.943359
	Iteration 42Q: 3 clusters Score -397913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -397920.812500 Penalty: 4146.943359
	Iteration 43Q: 3 clusters Score -397920.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -397926.250000 Penalty: 4146.943359
	Iteration 44Q: 3 clusters Score -397926.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -397932.781250 Penalty: 4146.943359
	Iteration 45Q: 3 clusters Score -397932.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -397936.656250 Penalty: 4146.943359
	Iteration 46Q: 3 clusters Score -397936.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -397940.531250 Penalty: 4146.943359
	Iteration 47Q: 3 clusters Score -397940.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -397943.250000 Penalty: 4146.943359
	Iteration 48Q: 3 clusters Score -397943.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -397944.656250 Penalty: 4146.943359
	Iteration 49Q: 3 clusters Score -397944.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -397947.187500 Penalty: 4146.943359
	Iteration 50Q: 3 clusters Score -397947.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -397949.781250 Penalty: 4146.943359
	Iteration 51Q: 3 clusters Score -397949.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -397953.750000 Penalty: 4146.943359
	Iteration 52Q: 3 clusters Score -397953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -397958.781250 Penalty: 4146.943359
	Iteration 53Q: 3 clusters Score -397958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -397960.406250 Penalty: 4146.943359
	Iteration 54Q: 3 clusters Score -397960.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -397962.281250 Penalty: 4146.943359
	Iteration 55Q: 3 clusters Score -397962.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -397964.125000 Penalty: 4146.943359
	Iteration 56Q: 3 clusters Score -397964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -397964.750000 Penalty: 4146.943359
	Iteration 57Q: 3 clusters Score -397964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -397965.156250 Penalty: 4146.943359
	Iteration 58Q: 3 clusters Score -397965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -397966.093750 Penalty: 4146.943359
	Iteration 59Q: 3 clusters Score -397966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -397966.093750 Penalty: 4146.943359
	Iteration 60F: 3 clusters Score -397966.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Entering Unmasked Estep 
Score: -1510253.875000 Penalty: 2392.579590
	Iteration 0F: 2 clusters Score -1510254 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 7727 members 
Entering Unmasked Estep 
Score: -1499036.000000 Penalty: 4785.159180
	Iteration 0F: 3 clusters Score -1499036 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1502566.250000 Penalty: 4785.159180
	Iteration 1F: 3 clusters Score -1502566 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1502919.625000 Penalty: 4785.159180
	Iteration 2F: 3 clusters Score -1502920 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1503166.750000 Penalty: 4785.159180
	Iteration 3Q: 3 clusters Score -1503167 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1503360.250000 Penalty: 4785.159180
	Iteration 4Q: 3 clusters Score -1503360 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1503523.625000 Penalty: 4785.159180
	Iteration 5Q: 3 clusters Score -1503524 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1503674.875000 Penalty: 4785.159180
	Iteration 6Q: 3 clusters Score -1503675 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1503821.000000 Penalty: 4785.159180
	Iteration 7Q: 3 clusters Score -1503821 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1504000.875000 Penalty: 4785.159180
	Iteration 8Q: 3 clusters Score -1504001 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1504217.375000 Penalty: 4785.159180
	Iteration 9Q: 3 clusters Score -1504217 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1504481.375000 Penalty: 4785.159180
	Iteration 10Q: 3 clusters Score -1504481 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1504781.375000 Penalty: 4785.159180
	Iteration 11Q: 3 clusters Score -1504781 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1505142.500000 Penalty: 4785.159180
	Iteration 12Q: 3 clusters Score -1505142 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1505562.750000 Penalty: 4785.159180
	Iteration 13Q: 3 clusters Score -1505563 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1506039.875000 Penalty: 4785.159180
	Iteration 14Q: 3 clusters Score -1506040 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1506511.625000 Penalty: 4785.159180
	Iteration 15Q: 3 clusters Score -1506512 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1506997.625000 Penalty: 4785.159180
	Iteration 16Q: 3 clusters Score -1506998 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1507478.625000 Penalty: 4785.159180
	Iteration 17Q: 3 clusters Score -1507479 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1507958.875000 Penalty: 4785.159180
	Iteration 18Q: 3 clusters Score -1507959 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1508425.875000 Penalty: 4785.159180
	Iteration 19Q: 3 clusters Score -1508426 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1508731.625000 Penalty: 4785.159180
	Iteration 20F: 3 clusters Score -1508732 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1508950.625000 Penalty: 4785.159180
	Iteration 21Q: 3 clusters Score -1508951 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1509105.625000 Penalty: 4785.159180
	Iteration 22Q: 3 clusters Score -1509106 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1509231.500000 Penalty: 4785.159180
	Iteration 23Q: 3 clusters Score -1509232 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1509332.750000 Penalty: 4785.159180
	Iteration 24Q: 3 clusters Score -1509333 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1509443.500000 Penalty: 4785.159180
	Iteration 25Q: 3 clusters Score -1509444 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1509555.375000 Penalty: 4785.159180
	Iteration 26Q: 3 clusters Score -1509555 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1509663.250000 Penalty: 4785.159180
	Iteration 27Q: 3 clusters Score -1509663 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1509752.500000 Penalty: 4785.159180
	Iteration 28Q: 3 clusters Score -1509752 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1509820.625000 Penalty: 4785.159180
	Iteration 29Q: 3 clusters Score -1509821 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1509889.125000 Penalty: 4785.159180
	Iteration 30Q: 3 clusters Score -1509889 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1509956.250000 Penalty: 4785.159180
	Iteration 31Q: 3 clusters Score -1509956 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1509999.125000 Penalty: 4785.159180
	Iteration 32Q: 3 clusters Score -1509999 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1510030.250000 Penalty: 4785.159180
	Iteration 33Q: 3 clusters Score -1510030 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1510049.375000 Penalty: 4785.159180
	Iteration 34Q: 3 clusters Score -1510049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1510065.750000 Penalty: 4785.159180
	Iteration 35Q: 3 clusters Score -1510066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1510077.875000 Penalty: 4785.159180
	Iteration 36Q: 3 clusters Score -1510078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1510082.875000 Penalty: 4785.159180
	Iteration 37Q: 3 clusters Score -1510083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1510085.500000 Penalty: 4785.159180
	Iteration 38Q: 3 clusters Score -1510086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1510092.625000 Penalty: 4785.159180
	Iteration 39Q: 3 clusters Score -1510093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1510107.250000 Penalty: 4785.159180
	Iteration 40F: 3 clusters Score -1510107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1510107.875000 Penalty: 4785.159180
	Iteration 41Q: 3 clusters Score -1510108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1510112.750000 Penalty: 4785.159180
	Iteration 42Q: 3 clusters Score -1510113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1510118.375000 Penalty: 4785.159180
	Iteration 43Q: 3 clusters Score -1510118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1510120.750000 Penalty: 4785.159180
	Iteration 44Q: 3 clusters Score -1510121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1510124.125000 Penalty: 4785.159180
	Iteration 45Q: 3 clusters Score -1510124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1510124.250000 Penalty: 4785.159180
	Iteration 46Q: 3 clusters Score -1510124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1510124.750000 Penalty: 4785.159180
	Iteration 47Q: 3 clusters Score -1510125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1510125.000000 Penalty: 4785.159180
	Iteration 48Q: 3 clusters Score -1510125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1510125.125000 Penalty: 4785.159180
	Iteration 49Q: 3 clusters Score -1510125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1510127.750000 Penalty: 4785.159180
	Iteration 50Q: 3 clusters Score -1510128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1510127.000000 Penalty: 4785.159180
	Iteration 51Q: 3 clusters Score -1510127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1510128.875000 Penalty: 4785.159180
	Iteration 52Q: 3 clusters Score -1510129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1510131.750000 Penalty: 4785.159180
	Iteration 53Q: 3 clusters Score -1510132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1510131.750000 Penalty: 4785.159180
	Iteration 54Q: 3 clusters Score -1510132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1510131.750000 Penalty: 4785.159180
	Iteration 55F: 3 clusters Score -1510132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Entering Unmasked Estep 
Score: -547517.062500 Penalty: 2153.395508
	Iteration 0F: 2 clusters Score -547517.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -542418.562500 Penalty: 4306.791016
	Iteration 0F: 3 clusters Score -542418.6 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -543616.125000 Penalty: 4306.791016
	Iteration 1F: 3 clusters Score -543616.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -543842.500000 Penalty: 4306.791016
	Iteration 2F: 3 clusters Score -543842.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -543995.875000 Penalty: 4306.791016
	Iteration 3F: 3 clusters Score -543995.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -544104.125000 Penalty: 4306.791016
	Iteration 4Q: 3 clusters Score -544104.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -544216.125000 Penalty: 4306.791016
	Iteration 5Q: 3 clusters Score -544216.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -544333.562500 Penalty: 4306.791016
	Iteration 6Q: 3 clusters Score -544333.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -544496.437500 Penalty: 4306.791016
	Iteration 7Q: 3 clusters Score -544496.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -544703.375000 Penalty: 4306.791016
	Iteration 8Q: 3 clusters Score -544703.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -544918.062500 Penalty: 4306.791016
	Iteration 9Q: 3 clusters Score -544918.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -545131.125000 Penalty: 4306.791016
	Iteration 10Q: 3 clusters Score -545131.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -545337.312500 Penalty: 4306.791016
	Iteration 11Q: 3 clusters Score -545337.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -545495.812500 Penalty: 4306.791016
	Iteration 12Q: 3 clusters Score -545495.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -545641.062500 Penalty: 4306.791016
	Iteration 13Q: 3 clusters Score -545641.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -545756.750000 Penalty: 4306.791016
	Iteration 14Q: 3 clusters Score -545756.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -545846.750000 Penalty: 4306.791016
	Iteration 15Q: 3 clusters Score -545846.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -545920.000000 Penalty: 4306.791016
	Iteration 16Q: 3 clusters Score -545920 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -545990.125000 Penalty: 4306.791016
	Iteration 17Q: 3 clusters Score -545990.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -546053.062500 Penalty: 4306.791016
	Iteration 18Q: 3 clusters Score -546053.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -546086.000000 Penalty: 4306.791016
	Iteration 19Q: 3 clusters Score -546086 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -546106.687500 Penalty: 4306.791016
	Iteration 20F: 3 clusters Score -546106.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -546121.687500 Penalty: 4306.791016
	Iteration 21Q: 3 clusters Score -546121.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -546132.875000 Penalty: 4306.791016
	Iteration 22Q: 3 clusters Score -546132.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -546138.562500 Penalty: 4306.791016
	Iteration 23Q: 3 clusters Score -546138.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -546142.687500 Penalty: 4306.791016
	Iteration 24Q: 3 clusters Score -546142.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -546145.625000 Penalty: 4306.791016
	Iteration 25Q: 3 clusters Score -546145.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -546148.750000 Penalty: 4306.791016
	Iteration 26Q: 3 clusters Score -546148.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -546151.750000 Penalty: 4306.791016
	Iteration 27Q: 3 clusters Score -546151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -546153.375000 Penalty: 4306.791016
	Iteration 28Q: 3 clusters Score -546153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -546153.375000 Penalty: 4306.791016
	Iteration 29Q: 3 clusters Score -546153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -546154.437500 Penalty: 4306.791016
	Iteration 30Q: 3 clusters Score -546154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -546155.375000 Penalty: 4306.791016
	Iteration 31Q: 3 clusters Score -546155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -546155.375000 Penalty: 4306.791016
	Iteration 32Q: 3 clusters Score -546155.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -546155.937500 Penalty: 4306.791016
	Iteration 33Q: 3 clusters Score -546155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -546156.750000 Penalty: 4306.791016
	Iteration 34Q: 3 clusters Score -546156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -546156.750000 Penalty: 4306.791016
	Iteration 35F: 3 clusters Score -546156.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Entering Unmasked Estep 
Score: -1846652.375000 Penalty: 2440.231445
	Iteration 0F: 2 clusters Score -1846652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1833473.875000 Penalty: 4880.462891
	Iteration 0F: 3 clusters Score -1833474 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1837834.625000 Penalty: 4880.462891
	Iteration 1F: 3 clusters Score -1837835 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1838240.625000 Penalty: 4880.462891
	Iteration 2F: 3 clusters Score -1838241 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1838597.125000 Penalty: 4880.462891
	Iteration 3Q: 3 clusters Score -1838597 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1838912.000000 Penalty: 4880.462891
	Iteration 4Q: 3 clusters Score -1838912 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1839257.250000 Penalty: 4880.462891
	Iteration 5Q: 3 clusters Score -1839257 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1839637.875000 Penalty: 4880.462891
	Iteration 6Q: 3 clusters Score -1839638 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1840108.000000 Penalty: 4880.462891
	Iteration 7Q: 3 clusters Score -1840108 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1840704.375000 Penalty: 4880.462891
	Iteration 8F: 3 clusters Score -1840704 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1841374.250000 Penalty: 4880.462891
	Iteration 9F: 3 clusters Score -1841374 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1842093.625000 Penalty: 4880.462891
	Iteration 10F: 3 clusters Score -1842094 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -1842762.375000 Penalty: 4880.462891
	Iteration 11Q: 3 clusters Score -1842762 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1843277.375000 Penalty: 4880.462891
	Iteration 12Q: 3 clusters Score -1843277 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1843640.000000 Penalty: 4880.462891
	Iteration 13Q: 3 clusters Score -1843640 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -1843946.125000 Penalty: 4880.462891
	Iteration 14Q: 3 clusters Score -1843946 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -1844166.625000 Penalty: 4880.462891
	Iteration 15Q: 3 clusters Score -1844167 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -1844295.500000 Penalty: 4880.462891
	Iteration 16Q: 3 clusters Score -1844296 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -1844380.625000 Penalty: 4880.462891
	Iteration 17Q: 3 clusters Score -1844381 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -1844426.250000 Penalty: 4880.462891
	Iteration 18Q: 3 clusters Score -1844426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1844469.750000 Penalty: 4880.462891
	Iteration 19Q: 3 clusters Score -1844470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1844486.000000 Penalty: 4880.462891
	Iteration 20F: 3 clusters Score -1844486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -1844499.000000 Penalty: 4880.462891
	Iteration 21Q: 3 clusters Score -1844499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -1844501.875000 Penalty: 4880.462891
	Iteration 22Q: 3 clusters Score -1844502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -1844506.625000 Penalty: 4880.462891
	Iteration 23Q: 3 clusters Score -1844507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -1844510.750000 Penalty: 4880.462891
	Iteration 24Q: 3 clusters Score -1844511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -1844516.625000 Penalty: 4880.462891
	Iteration 25Q: 3 clusters Score -1844517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -1844515.250000 Penalty: 4880.462891
	Iteration 26Q: 3 clusters Score -1844515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1844521.875000 Penalty: 4880.462891
	Iteration 27Q: 3 clusters Score -1844522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -1844524.000000 Penalty: 4880.462891
	Iteration 28Q: 3 clusters Score -1844524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -1844530.875000 Penalty: 4880.462891
	Iteration 29Q: 3 clusters Score -1844531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1844532.000000 Penalty: 4880.462891
	Iteration 30Q: 3 clusters Score -1844532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1844532.000000 Penalty: 4880.462891
	Iteration 31F: 3 clusters Score -1844532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (102158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102158 members 
Entering Unmasked Estep 
Score: -10070021.000000 Penalty: 2860.500488
	Iteration 0F: 2 clusters Score -1.007002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -10001688.000000 Penalty: 5721.000977
	Iteration 0F: 3 clusters Score -1.000169e+07 nChanged 48408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -10029421.000000 Penalty: 5721.000977
	Iteration 1F: 3 clusters Score -1.002942e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -10030292.000000 Penalty: 5721.000977
	Iteration 2Q: 3 clusters Score -1.003029e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -10031430.000000 Penalty: 5721.000977
	Iteration 3Q: 3 clusters Score -1.003143e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -10032892.000000 Penalty: 5721.000977
	Iteration 4Q: 3 clusters Score -1.003289e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -10035158.000000 Penalty: 5721.000977
	Iteration 5Q: 3 clusters Score -1.003516e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64132 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -10038474.000000 Penalty: 5721.000977
	Iteration 6F: 3 clusters Score -1.003847e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68801 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -10042579.000000 Penalty: 5721.000977
	Iteration 7F: 3 clusters Score -1.004258e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -10047306.000000 Penalty: 5721.000977
	Iteration 8F: 3 clusters Score -1.004731e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80120 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -10052257.000000 Penalty: 5721.000977
	Iteration 9F: 3 clusters Score -1.005226e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -10056745.000000 Penalty: 5721.000977
	Iteration 10F: 3 clusters Score -1.005674e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90860 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -10060510.000000 Penalty: 5721.000977
	Iteration 11Q: 3 clusters Score -1.006051e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94645 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -10063146.000000 Penalty: 5721.000977
	Iteration 12Q: 3 clusters Score -1.006315e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -10064881.000000 Penalty: 5721.000977
	Iteration 13Q: 3 clusters Score -1.006488e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98849 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -10065917.000000 Penalty: 5721.000977
	Iteration 14Q: 3 clusters Score -1.006592e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99814 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -10066496.000000 Penalty: 5721.000977
	Iteration 15Q: 3 clusters Score -1.00665e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100406 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -10066835.000000 Penalty: 5721.000977
	Iteration 16Q: 3 clusters Score -1.006684e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100767 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -10067057.000000 Penalty: 5721.000977
	Iteration 17Q: 3 clusters Score -1.006706e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100995 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -10067229.000000 Penalty: 5721.000977
	Iteration 18Q: 3 clusters Score -1.006723e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101148 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -10067362.000000 Penalty: 5721.000977
	Iteration 19Q: 3 clusters Score -1.006736e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101253 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10067448.000000 Penalty: 5721.000977
	Iteration 20F: 3 clusters Score -1.006745e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101315 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10067484.000000 Penalty: 5721.000977
	Iteration 21Q: 3 clusters Score -1.006748e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101363 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10067527.000000 Penalty: 5721.000977
	Iteration 22Q: 3 clusters Score -1.006753e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101396 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -10067551.000000 Penalty: 5721.000977
	Iteration 23Q: 3 clusters Score -1.006755e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101410 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10067566.000000 Penalty: 5721.000977
	Iteration 24Q: 3 clusters Score -1.006757e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101432 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10067579.000000 Penalty: 5721.000977
	Iteration 25Q: 3 clusters Score -1.006758e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101450 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -10067597.000000 Penalty: 5721.000977
	Iteration 26Q: 3 clusters Score -1.00676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101462 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -10067606.000000 Penalty: 5721.000977
	Iteration 27Q: 3 clusters Score -1.006761e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101474 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -10067618.000000 Penalty: 5721.000977
	Iteration 28Q: 3 clusters Score -1.006762e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101490 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10067626.000000 Penalty: 5721.000977
	Iteration 29Q: 3 clusters Score -1.006763e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101503 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10067638.000000 Penalty: 5721.000977
	Iteration 30Q: 3 clusters Score -1.006764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101509 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -10067655.000000 Penalty: 5721.000977
	Iteration 31Q: 3 clusters Score -1.006766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101514 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10067658.000000 Penalty: 5721.000977
	Iteration 32Q: 3 clusters Score -1.006766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101520 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -10067659.000000 Penalty: 5721.000977
	Iteration 33Q: 3 clusters Score -1.006766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101530 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10067657.000000 Penalty: 5721.000977
	Iteration 34Q: 3 clusters Score -1.006766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101539 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -10067670.000000 Penalty: 5721.000977
	Iteration 35Q: 3 clusters Score -1.006767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101542 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10067675.000000 Penalty: 5721.000977
	Iteration 36Q: 3 clusters Score -1.006768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101542 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10067669.000000 Penalty: 5721.000977
	Iteration 37Q: 3 clusters Score -1.006767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101543 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10067672.000000 Penalty: 5721.000977
	Iteration 38Q: 3 clusters Score -1.006767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101545 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -10067675.000000 Penalty: 5721.000977
	Iteration 39Q: 3 clusters Score -1.006768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101545 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -10067675.000000 Penalty: 5721.000977
	Iteration 40F: 3 clusters Score -1.006768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Entering Unmasked Estep 
Score: -584692.062500 Penalty: 2169.776367
	Iteration 0F: 2 clusters Score -584692.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -579322.625000 Penalty: 4339.552734
	Iteration 0F: 3 clusters Score -579322.6 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -580682.562500 Penalty: 4339.552734
	Iteration 1F: 3 clusters Score -580682.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -580953.250000 Penalty: 4339.552734
	Iteration 2F: 3 clusters Score -580953.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -581130.437500 Penalty: 4339.552734
	Iteration 3F: 3 clusters Score -581130.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -581248.125000 Penalty: 4339.552734
	Iteration 4Q: 3 clusters Score -581248.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -581323.375000 Penalty: 4339.552734
	Iteration 5Q: 3 clusters Score -581323.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -581391.125000 Penalty: 4339.552734
	Iteration 6Q: 3 clusters Score -581391.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -581454.750000 Penalty: 4339.552734
	Iteration 7Q: 3 clusters Score -581454.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -581509.125000 Penalty: 4339.552734
	Iteration 8Q: 3 clusters Score -581509.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -581561.500000 Penalty: 4339.552734
	Iteration 9Q: 3 clusters Score -581561.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -581607.125000 Penalty: 4339.552734
	Iteration 10Q: 3 clusters Score -581607.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -581643.250000 Penalty: 4339.552734
	Iteration 11Q: 3 clusters Score -581643.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -581680.625000 Penalty: 4339.552734
	Iteration 12Q: 3 clusters Score -581680.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -581713.187500 Penalty: 4339.552734
	Iteration 13Q: 3 clusters Score -581713.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -581752.062500 Penalty: 4339.552734
	Iteration 14Q: 3 clusters Score -581752.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -581794.000000 Penalty: 4339.552734
	Iteration 15Q: 3 clusters Score -581794 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -581835.437500 Penalty: 4339.552734
	Iteration 16Q: 3 clusters Score -581835.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -581864.437500 Penalty: 4339.552734
	Iteration 17Q: 3 clusters Score -581864.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -581892.687500 Penalty: 4339.552734
	Iteration 18Q: 3 clusters Score -581892.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -581920.312500 Penalty: 4339.552734
	Iteration 19Q: 3 clusters Score -581920.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -581944.812500 Penalty: 4339.552734
	Iteration 20F: 3 clusters Score -581944.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -581968.750000 Penalty: 4339.552734
	Iteration 21Q: 3 clusters Score -581968.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -581998.437500 Penalty: 4339.552734
	Iteration 22Q: 3 clusters Score -581998.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -582028.375000 Penalty: 4339.552734
	Iteration 23Q: 3 clusters Score -582028.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -582049.000000 Penalty: 4339.552734
	Iteration 24Q: 3 clusters Score -582049 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -582066.375000 Penalty: 4339.552734
	Iteration 25Q: 3 clusters Score -582066.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -582088.812500 Penalty: 4339.552734
	Iteration 26Q: 3 clusters Score -582088.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -582109.500000 Penalty: 4339.552734
	Iteration 27Q: 3 clusters Score -582109.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -582124.437500 Penalty: 4339.552734
	Iteration 28Q: 3 clusters Score -582124.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -582141.937500 Penalty: 4339.552734
	Iteration 29Q: 3 clusters Score -582141.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -582154.875000 Penalty: 4339.552734
	Iteration 30Q: 3 clusters Score -582154.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -582166.625000 Penalty: 4339.552734
	Iteration 31Q: 3 clusters Score -582166.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -582181.250000 Penalty: 4339.552734
	Iteration 32Q: 3 clusters Score -582181.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -582199.937500 Penalty: 4339.552734
	Iteration 33Q: 3 clusters Score -582199.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -582221.000000 Penalty: 4339.552734
	Iteration 34Q: 3 clusters Score -582221 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -582242.562500 Penalty: 4339.552734
	Iteration 35Q: 3 clusters Score -582242.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -582263.812500 Penalty: 4339.552734
	Iteration 36Q: 3 clusters Score -582263.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -582284.750000 Penalty: 4339.552734
	Iteration 37Q: 3 clusters Score -582284.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -582298.937500 Penalty: 4339.552734
	Iteration 38Q: 3 clusters Score -582298.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -582312.687500 Penalty: 4339.552734
	Iteration 39Q: 3 clusters Score -582312.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -582326.250000 Penalty: 4339.552734
	Iteration 40F: 3 clusters Score -582326.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -582343.062500 Penalty: 4339.552734
	Iteration 41Q: 3 clusters Score -582343.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -582364.500000 Penalty: 4339.552734
	Iteration 42Q: 3 clusters Score -582364.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -582387.187500 Penalty: 4339.552734
	Iteration 43Q: 3 clusters Score -582387.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -582411.312500 Penalty: 4339.552734
	Iteration 44Q: 3 clusters Score -582411.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -582431.437500 Penalty: 4339.552734
	Iteration 45Q: 3 clusters Score -582431.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -582450.687500 Penalty: 4339.552734
	Iteration 46Q: 3 clusters Score -582450.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -582475.062500 Penalty: 4339.552734
	Iteration 47Q: 3 clusters Score -582475.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -582497.500000 Penalty: 4339.552734
	Iteration 48Q: 3 clusters Score -582497.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -582521.250000 Penalty: 4339.552734
	Iteration 49Q: 3 clusters Score -582521.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -582549.375000 Penalty: 4339.552734
	Iteration 50Q: 3 clusters Score -582549.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -582581.437500 Penalty: 4339.552734
	Iteration 51Q: 3 clusters Score -582581.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -582605.875000 Penalty: 4339.552734
	Iteration 52Q: 3 clusters Score -582605.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -582627.437500 Penalty: 4339.552734
	Iteration 53Q: 3 clusters Score -582627.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -582642.187500 Penalty: 4339.552734
	Iteration 54Q: 3 clusters Score -582642.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -582660.000000 Penalty: 4339.552734
	Iteration 55Q: 3 clusters Score -582660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -582678.125000 Penalty: 4339.552734
	Iteration 56Q: 3 clusters Score -582678.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -582699.375000 Penalty: 4339.552734
	Iteration 57Q: 3 clusters Score -582699.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -582723.500000 Penalty: 4339.552734
	Iteration 58Q: 3 clusters Score -582723.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -582739.750000 Penalty: 4339.552734
	Iteration 59Q: 3 clusters Score -582739.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -582761.750000 Penalty: 4339.552734
	Iteration 60F: 3 clusters Score -582761.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -582783.125000 Penalty: 4339.552734
	Iteration 61Q: 3 clusters Score -582783.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -582805.125000 Penalty: 4339.552734
	Iteration 62Q: 3 clusters Score -582805.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -582828.562500 Penalty: 4339.552734
	Iteration 63Q: 3 clusters Score -582828.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -582850.250000 Penalty: 4339.552734
	Iteration 64Q: 3 clusters Score -582850.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -582877.437500 Penalty: 4339.552734
	Iteration 65Q: 3 clusters Score -582877.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -582898.187500 Penalty: 4339.552734
	Iteration 66Q: 3 clusters Score -582898.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -582917.187500 Penalty: 4339.552734
	Iteration 67Q: 3 clusters Score -582917.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -582929.750000 Penalty: 4339.552734
	Iteration 68Q: 3 clusters Score -582929.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -582938.062500 Penalty: 4339.552734
	Iteration 69Q: 3 clusters Score -582938.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -582944.500000 Penalty: 4339.552734
	Iteration 70Q: 3 clusters Score -582944.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -582953.875000 Penalty: 4339.552734
	Iteration 71Q: 3 clusters Score -582953.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -582960.875000 Penalty: 4339.552734
	Iteration 72Q: 3 clusters Score -582960.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -582967.000000 Penalty: 4339.552734
	Iteration 73Q: 3 clusters Score -582967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -582972.687500 Penalty: 4339.552734
	Iteration 74Q: 3 clusters Score -582972.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -582982.562500 Penalty: 4339.552734
	Iteration 75Q: 3 clusters Score -582982.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -582987.500000 Penalty: 4339.552734
	Iteration 76Q: 3 clusters Score -582987.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -582991.437500 Penalty: 4339.552734
	Iteration 77Q: 3 clusters Score -582991.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -582996.625000 Penalty: 4339.552734
	Iteration 78Q: 3 clusters Score -582996.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -583000.750000 Penalty: 4339.552734
	Iteration 79Q: 3 clusters Score -583000.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -583006.937500 Penalty: 4339.552734
	Iteration 80F: 3 clusters Score -583006.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -583011.875000 Penalty: 4339.552734
	Iteration 81Q: 3 clusters Score -583011.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -583015.125000 Penalty: 4339.552734
	Iteration 82Q: 3 clusters Score -583015.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -583016.875000 Penalty: 4339.552734
	Iteration 83Q: 3 clusters Score -583016.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -583020.062500 Penalty: 4339.552734
	Iteration 84Q: 3 clusters Score -583020.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -583023.562500 Penalty: 4339.552734
	Iteration 85Q: 3 clusters Score -583023.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -583025.437500 Penalty: 4339.552734
	Iteration 86Q: 3 clusters Score -583025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -583027.187500 Penalty: 4339.552734
	Iteration 87Q: 3 clusters Score -583027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -583028.375000 Penalty: 4339.552734
	Iteration 88Q: 3 clusters Score -583028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -583030.312500 Penalty: 4339.552734
	Iteration 89Q: 3 clusters Score -583030.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -583031.812500 Penalty: 4339.552734
	Iteration 90Q: 3 clusters Score -583031.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -583032.937500 Penalty: 4339.552734
	Iteration 91Q: 3 clusters Score -583032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -583032.375000 Penalty: 4339.552734
	Iteration 92Q: 3 clusters Score -583032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -583032.375000 Penalty: 4339.552734
	Iteration 93F: 3 clusters Score -583032.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (44312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Entering Unmasked Estep 
Score: -3966138.250000 Penalty: 2653.354736
	Iteration 0F: 2 clusters Score -3966138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -3936292.250000 Penalty: 5306.709473
	Iteration 0F: 3 clusters Score -3936292 nChanged 20226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -3947940.750000 Penalty: 5306.709473
	Iteration 1F: 3 clusters Score -3947941 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3948935.750000 Penalty: 5306.709473
	Iteration 2F: 3 clusters Score -3948936 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3950159.000000 Penalty: 5306.709473
	Iteration 3F: 3 clusters Score -3950159 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3951622.000000 Penalty: 5306.709473
	Iteration 4F: 3 clusters Score -3951622 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3953263.250000 Penalty: 5306.709473
	Iteration 5F: 3 clusters Score -3953263 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3955136.500000 Penalty: 5306.709473
	Iteration 6F: 3 clusters Score -3955136 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3957072.000000 Penalty: 5306.709473
	Iteration 7F: 3 clusters Score -3957072 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3958826.750000 Penalty: 5306.709473
	Iteration 8F: 3 clusters Score -3958827 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -3960388.250000 Penalty: 5306.709473
	Iteration 9Q: 3 clusters Score -3960388 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -3961627.000000 Penalty: 5306.709473
	Iteration 10Q: 3 clusters Score -3961627 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -3962494.250000 Penalty: 5306.709473
	Iteration 11Q: 3 clusters Score -3962494 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -3962996.000000 Penalty: 5306.709473
	Iteration 12Q: 3 clusters Score -3962996 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3963317.750000 Penalty: 5306.709473
	Iteration 13Q: 3 clusters Score -3963318 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3963582.750000 Penalty: 5306.709473
	Iteration 14Q: 3 clusters Score -3963583 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -3963776.000000 Penalty: 5306.709473
	Iteration 15Q: 3 clusters Score -3963776 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3963908.000000 Penalty: 5306.709473
	Iteration 16Q: 3 clusters Score -3963908 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -3963992.250000 Penalty: 5306.709473
	Iteration 17Q: 3 clusters Score -3963992 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -3964059.500000 Penalty: 5306.709473
	Iteration 18Q: 3 clusters Score -3964060 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -3964117.500000 Penalty: 5306.709473
	Iteration 19Q: 3 clusters Score -3964118 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3964182.750000 Penalty: 5306.709473
	Iteration 20F: 3 clusters Score -3964183 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -3964214.750000 Penalty: 5306.709473
	Iteration 21Q: 3 clusters Score -3964215 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -3964250.250000 Penalty: 5306.709473
	Iteration 22Q: 3 clusters Score -3964250 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3964298.250000 Penalty: 5306.709473
	Iteration 23Q: 3 clusters Score -3964298 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3964350.500000 Penalty: 5306.709473
	Iteration 24Q: 3 clusters Score -3964350 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3964368.000000 Penalty: 5306.709473
	Iteration 25Q: 3 clusters Score -3964368 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3964417.000000 Penalty: 5306.709473
	Iteration 26Q: 3 clusters Score -3964417 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -3964451.250000 Penalty: 5306.709473
	Iteration 27Q: 3 clusters Score -3964451 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -3964485.500000 Penalty: 5306.709473
	Iteration 28Q: 3 clusters Score -3964486 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3964518.500000 Penalty: 5306.709473
	Iteration 29Q: 3 clusters Score -3964518 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3964543.750000 Penalty: 5306.709473
	Iteration 30Q: 3 clusters Score -3964544 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -3964575.000000 Penalty: 5306.709473
	Iteration 31Q: 3 clusters Score -3964575 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3964602.500000 Penalty: 5306.709473
	Iteration 32Q: 3 clusters Score -3964602 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3964620.250000 Penalty: 5306.709473
	Iteration 33Q: 3 clusters Score -3964620 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -3964644.750000 Penalty: 5306.709473
	Iteration 34Q: 3 clusters Score -3964645 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3964668.750000 Penalty: 5306.709473
	Iteration 35Q: 3 clusters Score -3964669 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3964696.750000 Penalty: 5306.709473
	Iteration 36Q: 3 clusters Score -3964697 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3964726.750000 Penalty: 5306.709473
	Iteration 37Q: 3 clusters Score -3964727 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -3964736.500000 Penalty: 5306.709473
	Iteration 38Q: 3 clusters Score -3964736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3964753.250000 Penalty: 5306.709473
	Iteration 39Q: 3 clusters Score -3964753 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3964766.000000 Penalty: 5306.709473
	Iteration 40F: 3 clusters Score -3964766 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3964777.500000 Penalty: 5306.709473
	Iteration 41Q: 3 clusters Score -3964778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3964802.750000 Penalty: 5306.709473
	Iteration 42Q: 3 clusters Score -3964803 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3964796.250000 Penalty: 5306.709473
	Iteration 43Q: 3 clusters Score -3964796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3964806.000000 Penalty: 5306.709473
	Iteration 44Q: 3 clusters Score -3964806 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -3964816.250000 Penalty: 5306.709473
	Iteration 45Q: 3 clusters Score -3964816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3964834.250000 Penalty: 5306.709473
	Iteration 46Q: 3 clusters Score -3964834 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3964837.250000 Penalty: 5306.709473
	Iteration 47Q: 3 clusters Score -3964837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3964847.750000 Penalty: 5306.709473
	Iteration 48Q: 3 clusters Score -3964848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3964849.750000 Penalty: 5306.709473
	Iteration 49Q: 3 clusters Score -3964850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3964856.000000 Penalty: 5306.709473
	Iteration 50Q: 3 clusters Score -3964856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3964870.500000 Penalty: 5306.709473
	Iteration 51Q: 3 clusters Score -3964870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3964895.250000 Penalty: 5306.709473
	Iteration 52Q: 3 clusters Score -3964895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3964898.500000 Penalty: 5306.709473
	Iteration 53Q: 3 clusters Score -3964898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3964899.750000 Penalty: 5306.709473
	Iteration 54Q: 3 clusters Score -3964900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3964910.250000 Penalty: 5306.709473
	Iteration 55Q: 3 clusters Score -3964910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3964912.250000 Penalty: 5306.709473
	Iteration 56Q: 3 clusters Score -3964912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3964927.250000 Penalty: 5306.709473
	Iteration 57Q: 3 clusters Score -3964927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3964928.750000 Penalty: 5306.709473
	Iteration 58Q: 3 clusters Score -3964929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3964930.250000 Penalty: 5306.709473
	Iteration 59Q: 3 clusters Score -3964930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -3964937.000000 Penalty: 5306.709473
	Iteration 60F: 3 clusters Score -3964937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -3964942.000000 Penalty: 5306.709473
	Iteration 61Q: 3 clusters Score -3964942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3964939.000000 Penalty: 5306.709473
	Iteration 62Q: 3 clusters Score -3964939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3964948.000000 Penalty: 5306.709473
	Iteration 63Q: 3 clusters Score -3964948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3964949.500000 Penalty: 5306.709473
	Iteration 64Q: 3 clusters Score -3964950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3964948.500000 Penalty: 5306.709473
	Iteration 65Q: 3 clusters Score -3964948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -3964948.500000 Penalty: 5306.709473
	Iteration 66Q: 3 clusters Score -3964948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3964941.750000 Penalty: 5306.709473
	Iteration 67Q: 3 clusters Score -3964942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3964948.000000 Penalty: 5306.709473
	Iteration 68Q: 3 clusters Score -3964948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3964949.000000 Penalty: 5306.709473
	Iteration 69Q: 3 clusters Score -3964949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3964950.250000 Penalty: 5306.709473
	Iteration 70Q: 3 clusters Score -3964950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3964950.250000 Penalty: 5306.709473
	Iteration 71F: 3 clusters Score -3964950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Entering Unmasked Estep 
Score: -274986.781250 Penalty: 1996.337158
	Iteration 0F: 2 clusters Score -274986.8 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 1618 members 
Entering Unmasked Estep 
Score: -271661.750000 Penalty: 3992.674316
	Iteration 0F: 3 clusters Score -271661.8 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -272493.687500 Penalty: 3992.674316
	Iteration 1F: 3 clusters Score -272493.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -273026.062500 Penalty: 3992.674316
	Iteration 2F: 3 clusters Score -273026.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -273564.125000 Penalty: 3992.674316
	Iteration 3F: 3 clusters Score -273564.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -274006.750000 Penalty: 3992.674316
	Iteration 4F: 3 clusters Score -274006.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -274295.656250 Penalty: 3992.674316
	Iteration 5F: 3 clusters Score -274295.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -274480.031250 Penalty: 3992.674316
	Iteration 6Q: 3 clusters Score -274480 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -274553.531250 Penalty: 3992.674316
	Iteration 7Q: 3 clusters Score -274553.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -274595.593750 Penalty: 3992.674316
	Iteration 8Q: 3 clusters Score -274595.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -274621.375000 Penalty: 3992.674316
	Iteration 9Q: 3 clusters Score -274621.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -274633.406250 Penalty: 3992.674316
	Iteration 10Q: 3 clusters Score -274633.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -274651.500000 Penalty: 3992.674316
	Iteration 11Q: 3 clusters Score -274651.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -274672.625000 Penalty: 3992.674316
	Iteration 12Q: 3 clusters Score -274672.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -274697.937500 Penalty: 3992.674316
	Iteration 13Q: 3 clusters Score -274697.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -274731.343750 Penalty: 3992.674316
	Iteration 14Q: 3 clusters Score -274731.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -274764.875000 Penalty: 3992.674316
	Iteration 15Q: 3 clusters Score -274764.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -274783.437500 Penalty: 3992.674316
	Iteration 16Q: 3 clusters Score -274783.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -274791.968750 Penalty: 3992.674316
	Iteration 17Q: 3 clusters Score -274792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -274795.593750 Penalty: 3992.674316
	Iteration 18Q: 3 clusters Score -274795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -274797.156250 Penalty: 3992.674316
	Iteration 19Q: 3 clusters Score -274797.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -274798.000000 Penalty: 3992.674316
	Iteration 20F: 3 clusters Score -274798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -274798.562500 Penalty: 3992.674316
	Iteration 21Q: 3 clusters Score -274798.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -274799.718750 Penalty: 3992.674316
	Iteration 22Q: 3 clusters Score -274799.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -274800.406250 Penalty: 3992.674316
	Iteration 23Q: 3 clusters Score -274800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -274801.312500 Penalty: 3992.674316
	Iteration 24Q: 3 clusters Score -274801.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -274801.468750 Penalty: 3992.674316
	Iteration 25Q: 3 clusters Score -274801.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -274802.656250 Penalty: 3992.674316
	Iteration 26Q: 3 clusters Score -274802.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -274802.906250 Penalty: 3992.674316
	Iteration 27Q: 3 clusters Score -274802.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -274802.906250 Penalty: 3992.674316
	Iteration 28F: 3 clusters Score -274802.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -428267.500000 Penalty: 2080.842773
	Iteration 0F: 2 clusters Score -428267.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -424119.375000 Penalty: 4161.685547
	Iteration 0F: 3 clusters Score -424119.4 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -425069.500000 Penalty: 4161.685547
	Iteration 1F: 3 clusters Score -425069.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -425278.125000 Penalty: 4161.685547
	Iteration 2F: 3 clusters Score -425278.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -425389.531250 Penalty: 4161.685547
	Iteration 3Q: 3 clusters Score -425389.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -425454.468750 Penalty: 4161.685547
	Iteration 4Q: 3 clusters Score -425454.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -425504.250000 Penalty: 4161.685547
	Iteration 5Q: 3 clusters Score -425504.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -425541.468750 Penalty: 4161.685547
	Iteration 6Q: 3 clusters Score -425541.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -425566.437500 Penalty: 4161.685547
	Iteration 7Q: 3 clusters Score -425566.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -425585.218750 Penalty: 4161.685547
	Iteration 8Q: 3 clusters Score -425585.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -425599.968750 Penalty: 4161.685547
	Iteration 9Q: 3 clusters Score -425600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -425611.812500 Penalty: 4161.685547
	Iteration 10Q: 3 clusters Score -425611.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -425622.281250 Penalty: 4161.685547
	Iteration 11Q: 3 clusters Score -425622.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -425631.843750 Penalty: 4161.685547
	Iteration 12Q: 3 clusters Score -425631.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -425643.875000 Penalty: 4161.685547
	Iteration 13Q: 3 clusters Score -425643.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -425652.781250 Penalty: 4161.685547
	Iteration 14Q: 3 clusters Score -425652.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -425659.968750 Penalty: 4161.685547
	Iteration 15Q: 3 clusters Score -425660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -425666.468750 Penalty: 4161.685547
	Iteration 16Q: 3 clusters Score -425666.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -425673.281250 Penalty: 4161.685547
	Iteration 17Q: 3 clusters Score -425673.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -425682.093750 Penalty: 4161.685547
	Iteration 18Q: 3 clusters Score -425682.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -425687.968750 Penalty: 4161.685547
	Iteration 19Q: 3 clusters Score -425688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -425693.562500 Penalty: 4161.685547
	Iteration 20F: 3 clusters Score -425693.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -425697.531250 Penalty: 4161.685547
	Iteration 21Q: 3 clusters Score -425697.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -425700.562500 Penalty: 4161.685547
	Iteration 22Q: 3 clusters Score -425700.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -425706.062500 Penalty: 4161.685547
	Iteration 23Q: 3 clusters Score -425706.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -425713.250000 Penalty: 4161.685547
	Iteration 24Q: 3 clusters Score -425713.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -425721.781250 Penalty: 4161.685547
	Iteration 25Q: 3 clusters Score -425721.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -425728.312500 Penalty: 4161.685547
	Iteration 26Q: 3 clusters Score -425728.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -425734.187500 Penalty: 4161.685547
	Iteration 27Q: 3 clusters Score -425734.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -425743.406250 Penalty: 4161.685547
	Iteration 28Q: 3 clusters Score -425743.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -425747.375000 Penalty: 4161.685547
	Iteration 29Q: 3 clusters Score -425747.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -425754.468750 Penalty: 4161.685547
	Iteration 30Q: 3 clusters Score -425754.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -425763.250000 Penalty: 4161.685547
	Iteration 31Q: 3 clusters Score -425763.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -425770.281250 Penalty: 4161.685547
	Iteration 32Q: 3 clusters Score -425770.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -425777.625000 Penalty: 4161.685547
	Iteration 33Q: 3 clusters Score -425777.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -425782.687500 Penalty: 4161.685547
	Iteration 34Q: 3 clusters Score -425782.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -425790.968750 Penalty: 4161.685547
	Iteration 35Q: 3 clusters Score -425791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -425794.312500 Penalty: 4161.685547
	Iteration 36Q: 3 clusters Score -425794.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -425801.000000 Penalty: 4161.685547
	Iteration 37Q: 3 clusters Score -425801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -425808.218750 Penalty: 4161.685547
	Iteration 38Q: 3 clusters Score -425808.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -425817.875000 Penalty: 4161.685547
	Iteration 39Q: 3 clusters Score -425817.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -425827.406250 Penalty: 4161.685547
	Iteration 40F: 3 clusters Score -425827.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -425840.000000 Penalty: 4161.685547
	Iteration 41Q: 3 clusters Score -425840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -425848.468750 Penalty: 4161.685547
	Iteration 42Q: 3 clusters Score -425848.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -425863.093750 Penalty: 4161.685547
	Iteration 43Q: 3 clusters Score -425863.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -425878.000000 Penalty: 4161.685547
	Iteration 44Q: 3 clusters Score -425878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -425892.781250 Penalty: 4161.685547
	Iteration 45Q: 3 clusters Score -425892.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -425907.281250 Penalty: 4161.685547
	Iteration 46Q: 3 clusters Score -425907.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -425924.937500 Penalty: 4161.685547
	Iteration 47Q: 3 clusters Score -425924.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -425943.187500 Penalty: 4161.685547
	Iteration 48Q: 3 clusters Score -425943.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -425966.593750 Penalty: 4161.685547
	Iteration 49Q: 3 clusters Score -425966.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -425997.843750 Penalty: 4161.685547
	Iteration 50Q: 3 clusters Score -425997.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -426037.500000 Penalty: 4161.685547
	Iteration 51Q: 3 clusters Score -426037.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -426070.187500 Penalty: 4161.685547
	Iteration 52Q: 3 clusters Score -426070.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -426097.312500 Penalty: 4161.685547
	Iteration 53Q: 3 clusters Score -426097.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -426124.625000 Penalty: 4161.685547
	Iteration 54Q: 3 clusters Score -426124.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -426147.593750 Penalty: 4161.685547
	Iteration 55Q: 3 clusters Score -426147.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -426164.750000 Penalty: 4161.685547
	Iteration 56Q: 3 clusters Score -426164.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -426183.156250 Penalty: 4161.685547
	Iteration 57Q: 3 clusters Score -426183.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -426204.375000 Penalty: 4161.685547
	Iteration 58Q: 3 clusters Score -426204.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -426225.906250 Penalty: 4161.685547
	Iteration 59Q: 3 clusters Score -426225.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -426242.468750 Penalty: 4161.685547
	Iteration 60F: 3 clusters Score -426242.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -426254.687500 Penalty: 4161.685547
	Iteration 61Q: 3 clusters Score -426254.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -426262.218750 Penalty: 4161.685547
	Iteration 62Q: 3 clusters Score -426262.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -426269.750000 Penalty: 4161.685547
	Iteration 63Q: 3 clusters Score -426269.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -426272.687500 Penalty: 4161.685547
	Iteration 64Q: 3 clusters Score -426272.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -426274.375000 Penalty: 4161.685547
	Iteration 65Q: 3 clusters Score -426274.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -426279.343750 Penalty: 4161.685547
	Iteration 66Q: 3 clusters Score -426279.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -426284.093750 Penalty: 4161.685547
	Iteration 67Q: 3 clusters Score -426284.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -426290.062500 Penalty: 4161.685547
	Iteration 68Q: 3 clusters Score -426290.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -426294.937500 Penalty: 4161.685547
	Iteration 69Q: 3 clusters Score -426294.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -426299.468750 Penalty: 4161.685547
	Iteration 70Q: 3 clusters Score -426299.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -426308.718750 Penalty: 4161.685547
	Iteration 71Q: 3 clusters Score -426308.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -426315.125000 Penalty: 4161.685547
	Iteration 72Q: 3 clusters Score -426315.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -426319.625000 Penalty: 4161.685547
	Iteration 73Q: 3 clusters Score -426319.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -426324.812500 Penalty: 4161.685547
	Iteration 74Q: 3 clusters Score -426324.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -426329.812500 Penalty: 4161.685547
	Iteration 75Q: 3 clusters Score -426329.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -426332.718750 Penalty: 4161.685547
	Iteration 76Q: 3 clusters Score -426332.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -426335.625000 Penalty: 4161.685547
	Iteration 77Q: 3 clusters Score -426335.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -426337.968750 Penalty: 4161.685547
	Iteration 78Q: 3 clusters Score -426338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -426342.218750 Penalty: 4161.685547
	Iteration 79Q: 3 clusters Score -426342.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -426347.406250 Penalty: 4161.685547
	Iteration 80F: 3 clusters Score -426347.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -426353.781250 Penalty: 4161.685547
	Iteration 81Q: 3 clusters Score -426353.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -426357.250000 Penalty: 4161.685547
	Iteration 82Q: 3 clusters Score -426357.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -426365.656250 Penalty: 4161.685547
	Iteration 83Q: 3 clusters Score -426365.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -426373.750000 Penalty: 4161.685547
	Iteration 84Q: 3 clusters Score -426373.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -426377.843750 Penalty: 4161.685547
	Iteration 85Q: 3 clusters Score -426377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -426379.781250 Penalty: 4161.685547
	Iteration 86Q: 3 clusters Score -426379.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -426381.656250 Penalty: 4161.685547
	Iteration 87Q: 3 clusters Score -426381.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -426386.218750 Penalty: 4161.685547
	Iteration 88Q: 3 clusters Score -426386.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -426388.437500 Penalty: 4161.685547
	Iteration 89Q: 3 clusters Score -426388.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -426391.156250 Penalty: 4161.685547
	Iteration 90Q: 3 clusters Score -426391.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -426391.468750 Penalty: 4161.685547
	Iteration 91Q: 3 clusters Score -426391.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -426391.468750 Penalty: 4161.685547
	Iteration 92F: 3 clusters Score -426391.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Entering Unmasked Estep 
Score: -464430.156250 Penalty: 2109.470703
	Iteration 0F: 2 clusters Score -464430.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -459947.812500 Penalty: 4218.941406
	Iteration 0F: 3 clusters Score -459947.8 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -461011.906250 Penalty: 4218.941406
	Iteration 1F: 3 clusters Score -461011.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -461208.750000 Penalty: 4218.941406
	Iteration 2F: 3 clusters Score -461208.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -461324.000000 Penalty: 4218.941406
	Iteration 3Q: 3 clusters Score -461324 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -461394.218750 Penalty: 4218.941406
	Iteration 4Q: 3 clusters Score -461394.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -461457.156250 Penalty: 4218.941406
	Iteration 5Q: 3 clusters Score -461457.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -461508.843750 Penalty: 4218.941406
	Iteration 6Q: 3 clusters Score -461508.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -461554.125000 Penalty: 4218.941406
	Iteration 7Q: 3 clusters Score -461554.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -461595.187500 Penalty: 4218.941406
	Iteration 8Q: 3 clusters Score -461595.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -461640.781250 Penalty: 4218.941406
	Iteration 9Q: 3 clusters Score -461640.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -461683.093750 Penalty: 4218.941406
	Iteration 10Q: 3 clusters Score -461683.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -461717.531250 Penalty: 4218.941406
	Iteration 11Q: 3 clusters Score -461717.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -461756.500000 Penalty: 4218.941406
	Iteration 12Q: 3 clusters Score -461756.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -461790.375000 Penalty: 4218.941406
	Iteration 13Q: 3 clusters Score -461790.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -461820.500000 Penalty: 4218.941406
	Iteration 14Q: 3 clusters Score -461820.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -461843.593750 Penalty: 4218.941406
	Iteration 15Q: 3 clusters Score -461843.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -461865.843750 Penalty: 4218.941406
	Iteration 16Q: 3 clusters Score -461865.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -461890.406250 Penalty: 4218.941406
	Iteration 17Q: 3 clusters Score -461890.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -461918.000000 Penalty: 4218.941406
	Iteration 18Q: 3 clusters Score -461918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -461949.968750 Penalty: 4218.941406
	Iteration 19Q: 3 clusters Score -461950 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -461987.812500 Penalty: 4218.941406
	Iteration 20F: 3 clusters Score -461987.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -462027.718750 Penalty: 4218.941406
	Iteration 21Q: 3 clusters Score -462027.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -462062.593750 Penalty: 4218.941406
	Iteration 22Q: 3 clusters Score -462062.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -462099.187500 Penalty: 4218.941406
	Iteration 23Q: 3 clusters Score -462099.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -462127.625000 Penalty: 4218.941406
	Iteration 24Q: 3 clusters Score -462127.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -462152.562500 Penalty: 4218.941406
	Iteration 25Q: 3 clusters Score -462152.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -462173.187500 Penalty: 4218.941406
	Iteration 26Q: 3 clusters Score -462173.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -462196.718750 Penalty: 4218.941406
	Iteration 27Q: 3 clusters Score -462196.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -462221.031250 Penalty: 4218.941406
	Iteration 28Q: 3 clusters Score -462221 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -462250.750000 Penalty: 4218.941406
	Iteration 29Q: 3 clusters Score -462250.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -462280.781250 Penalty: 4218.941406
	Iteration 30Q: 3 clusters Score -462280.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -462314.843750 Penalty: 4218.941406
	Iteration 31Q: 3 clusters Score -462314.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -462343.812500 Penalty: 4218.941406
	Iteration 32Q: 3 clusters Score -462343.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -462372.968750 Penalty: 4218.941406
	Iteration 33Q: 3 clusters Score -462373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -462409.468750 Penalty: 4218.941406
	Iteration 34Q: 3 clusters Score -462409.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -462438.687500 Penalty: 4218.941406
	Iteration 35Q: 3 clusters Score -462438.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -462477.281250 Penalty: 4218.941406
	Iteration 36Q: 3 clusters Score -462477.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -462522.812500 Penalty: 4218.941406
	Iteration 37Q: 3 clusters Score -462522.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -462559.968750 Penalty: 4218.941406
	Iteration 38Q: 3 clusters Score -462560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -462589.500000 Penalty: 4218.941406
	Iteration 39Q: 3 clusters Score -462589.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -462607.625000 Penalty: 4218.941406
	Iteration 40F: 3 clusters Score -462607.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -462624.937500 Penalty: 4218.941406
	Iteration 41Q: 3 clusters Score -462624.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -462641.625000 Penalty: 4218.941406
	Iteration 42Q: 3 clusters Score -462641.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -462657.250000 Penalty: 4218.941406
	Iteration 43Q: 3 clusters Score -462657.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -462665.375000 Penalty: 4218.941406
	Iteration 44Q: 3 clusters Score -462665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -462669.656250 Penalty: 4218.941406
	Iteration 45Q: 3 clusters Score -462669.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -462671.250000 Penalty: 4218.941406
	Iteration 46Q: 3 clusters Score -462671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -462672.000000 Penalty: 4218.941406
	Iteration 47Q: 3 clusters Score -462672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -462672.968750 Penalty: 4218.941406
	Iteration 48Q: 3 clusters Score -462673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -462674.500000 Penalty: 4218.941406
	Iteration 49Q: 3 clusters Score -462674.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -462675.343750 Penalty: 4218.941406
	Iteration 50Q: 3 clusters Score -462675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -462675.250000 Penalty: 4218.941406
	Iteration 51Q: 3 clusters Score -462675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -462678.312500 Penalty: 4218.941406
	Iteration 52Q: 3 clusters Score -462678.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -462678.468750 Penalty: 4218.941406
	Iteration 53Q: 3 clusters Score -462678.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -462678.468750 Penalty: 4218.941406
	Iteration 54F: 3 clusters Score -462678.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (29964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Entering Unmasked Estep 
Score: -2678179.750000 Penalty: 2556.322510
	Iteration 0F: 2 clusters Score -2678180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2657749.250000 Penalty: 5112.645020
	Iteration 0F: 3 clusters Score -2657749 nChanged 13477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2665540.000000 Penalty: 5112.645020
	Iteration 1F: 3 clusters Score -2665540 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2666321.000000 Penalty: 5112.645020
	Iteration 2F: 3 clusters Score -2666321 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2667113.250000 Penalty: 5112.645020
	Iteration 3F: 3 clusters Score -2667113 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2667821.500000 Penalty: 5112.645020
	Iteration 4F: 3 clusters Score -2667822 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2668597.500000 Penalty: 5112.645020
	Iteration 5Q: 3 clusters Score -2668598 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2669486.750000 Penalty: 5112.645020
	Iteration 6F: 3 clusters Score -2669487 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2670375.500000 Penalty: 5112.645020
	Iteration 7F: 3 clusters Score -2670376 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2671258.000000 Penalty: 5112.645020
	Iteration 8Q: 3 clusters Score -2671258 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -2672117.250000 Penalty: 5112.645020
	Iteration 9Q: 3 clusters Score -2672117 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -2672979.750000 Penalty: 5112.645020
	Iteration 10Q: 3 clusters Score -2672980 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -2673724.250000 Penalty: 5112.645020
	Iteration 11Q: 3 clusters Score -2673724 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -2674357.000000 Penalty: 5112.645020
	Iteration 12Q: 3 clusters Score -2674357 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -2674877.250000 Penalty: 5112.645020
	Iteration 13Q: 3 clusters Score -2674877 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -2675309.250000 Penalty: 5112.645020
	Iteration 14Q: 3 clusters Score -2675309 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -2675636.750000 Penalty: 5112.645020
	Iteration 15Q: 3 clusters Score -2675637 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -2675848.500000 Penalty: 5112.645020
	Iteration 16Q: 3 clusters Score -2675848 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -2676004.750000 Penalty: 5112.645020
	Iteration 17Q: 3 clusters Score -2676005 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -2676144.000000 Penalty: 5112.645020
	Iteration 18Q: 3 clusters Score -2676144 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -2676249.250000 Penalty: 5112.645020
	Iteration 19Q: 3 clusters Score -2676249 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -2676327.500000 Penalty: 5112.645020
	Iteration 20F: 3 clusters Score -2676328 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -2676380.000000 Penalty: 5112.645020
	Iteration 21Q: 3 clusters Score -2676380 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -2676450.250000 Penalty: 5112.645020
	Iteration 22Q: 3 clusters Score -2676450 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -2676511.750000 Penalty: 5112.645020
	Iteration 23Q: 3 clusters Score -2676512 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -2676570.250000 Penalty: 5112.645020
	Iteration 24Q: 3 clusters Score -2676570 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -2676646.000000 Penalty: 5112.645020
	Iteration 25Q: 3 clusters Score -2676646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -2676733.500000 Penalty: 5112.645020
	Iteration 26Q: 3 clusters Score -2676734 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -2676853.500000 Penalty: 5112.645020
	Iteration 27Q: 3 clusters Score -2676854 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -2676975.250000 Penalty: 5112.645020
	Iteration 28Q: 3 clusters Score -2676975 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -2677056.250000 Penalty: 5112.645020
	Iteration 29Q: 3 clusters Score -2677056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -2677105.750000 Penalty: 5112.645020
	Iteration 30Q: 3 clusters Score -2677106 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -2677158.750000 Penalty: 5112.645020
	Iteration 31Q: 3 clusters Score -2677159 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -2677207.750000 Penalty: 5112.645020
	Iteration 32Q: 3 clusters Score -2677208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -2677258.000000 Penalty: 5112.645020
	Iteration 33Q: 3 clusters Score -2677258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -2677301.250000 Penalty: 5112.645020
	Iteration 34Q: 3 clusters Score -2677301 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -2677325.500000 Penalty: 5112.645020
	Iteration 35Q: 3 clusters Score -2677326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -2677347.000000 Penalty: 5112.645020
	Iteration 36Q: 3 clusters Score -2677347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -2677361.000000 Penalty: 5112.645020
	Iteration 37Q: 3 clusters Score -2677361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -2677362.000000 Penalty: 5112.645020
	Iteration 38Q: 3 clusters Score -2677362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -2677364.500000 Penalty: 5112.645020
	Iteration 39Q: 3 clusters Score -2677364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -2677370.000000 Penalty: 5112.645020
	Iteration 40F: 3 clusters Score -2677370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -2677373.250000 Penalty: 5112.645020
	Iteration 41Q: 3 clusters Score -2677373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -2677374.500000 Penalty: 5112.645020
	Iteration 42Q: 3 clusters Score -2677374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -2677374.500000 Penalty: 5112.645020
	Iteration 43F: 3 clusters Score -2677374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126476 members 
Mstep: Class 2 contains 3739 members 
Mstep: Class 3 contains 11139 members 
Mstep: Class 4 contains 11858 members 
Mstep: Class 5 contains 12234 members 
Mstep: Class 6 contains 304674 members 
Mstep: Class 7 contains 225165 members 
Mstep: Class 8 contains 64352 members 
Mstep: Class 9 contains 5257 members 
Mstep: Class 10 contains 6921 members 
Mstep: Class 11 contains 8026 members 
Mstep: Class 12 contains 75768 members 
Mstep: Class 13 contains 9685 members 
Mstep: Class 14 contains 229709 members 
Mstep: Class 15 contains 6001 members 
Mstep: Class 16 contains 220587 members 
Mstep: Class 17 contains 6161 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 8105 members 
Mstep: Class 20 contains 23190 members 
Mstep: Class 21 contains 7475 members 
Mstep: Class 22 contains 7670 members 
Mstep: Class 23 contains 5802 members 
Mstep: Class 24 contains 18492 members 
Mstep: Class 25 contains 8693 members 
Mstep: Class 26 contains 7246 members 
Mstep: Class 27 contains 4276 members 
Mstep: Class 28 contains 15483 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 18763 members 
Mstep: Class 31 contains 102158 members 
Mstep: Class 32 contains 6305 members 
Mstep: Class 33 contains 44312 members 
Mstep: Class 34 contains 3133 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 4944 members 
Mstep: Class 37 contains 29964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701104.000000 Penalty: 135041.625000
Iteration 239Q: 39 clusters Score -1.577011e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126466 members 
Mstep: Class 2 contains 3740 members 
Mstep: Class 3 contains 11144 members 
Mstep: Class 4 contains 11857 members 
Mstep: Class 5 contains 12235 members 
Mstep: Class 6 contains 304955 members 
Mstep: Class 7 contains 225158 members 
Mstep: Class 8 contains 64346 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 10 contains 6961 members 
Mstep: Class 11 contains 8022 members 
Mstep: Class 12 contains 75790 members 
Mstep: Class 13 contains 9684 members 
Mstep: Class 14 contains 229737 members 
Mstep: Class 15 contains 6164 members 
Mstep: Class 16 contains 220373 members 
Mstep: Class 17 contains 6161 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 8126 members 
Mstep: Class 20 contains 23191 members 
Mstep: Class 21 contains 7480 members 
Mstep: Class 22 contains 7668 members 
Mstep: Class 23 contains 5781 members 
Mstep: Class 24 contains 18495 members 
Mstep: Class 25 contains 8695 members 
Mstep: Class 26 contains 7249 members 
Mstep: Class 27 contains 4278 members 
Mstep: Class 28 contains 15481 members 
Mstep: Class 29 contains 5896 members 
Mstep: Class 30 contains 18761 members 
Mstep: Class 31 contains 102163 members 
Mstep: Class 32 contains 6308 members 
Mstep: Class 33 contains 44311 members 
Mstep: Class 34 contains 3137 members 
Mstep: Class 35 contains 4406 members 
Mstep: Class 36 contains 4945 members 
Mstep: Class 37 contains 29965 members 
Mstep: Class 38 contains 7302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701344.000000 Penalty: 135041.625000
Iteration 240F: 39 clusters Score -1.577013e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126464 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 11107 members 
Mstep: Class 4 contains 11853 members 
Mstep: Class 5 contains 12210 members 
Mstep: Class 6 contains 304769 members 
Mstep: Class 7 contains 225116 members 
Mstep: Class 8 contains 64344 members 
Mstep: Class 9 contains 5373 members 
Mstep: Class 10 contains 6974 members 
Mstep: Class 11 contains 8020 members 
Mstep: Class 12 contains 75812 members 
Mstep: Class 13 contains 9685 members 
Mstep: Class 14 contains 229758 members 
Mstep: Class 15 contains 6297 members 
Mstep: Class 16 contains 220225 members 
Mstep: Class 17 contains 6151 members 
Mstep: Class 18 contains 10262 members 
Mstep: Class 19 contains 8108 members 
Mstep: Class 20 contains 23185 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 7668 members 
Mstep: Class 23 contains 5760 members 
Mstep: Class 24 contains 18491 members 
Mstep: Class 25 contains 8697 members 
Mstep: Class 26 contains 7245 members 
Mstep: Class 27 contains 4276 members 
Mstep: Class 28 contains 15480 members 
Mstep: Class 29 contains 5890 members 
Mstep: Class 30 contains 18757 members 
Mstep: Class 31 contains 102166 members 
Mstep: Class 32 contains 6310 members 
Mstep: Class 33 contains 44257 members 
Mstep: Class 34 contains 3134 members 
Mstep: Class 35 contains 4407 members 
Mstep: Class 36 contains 4949 members 
Mstep: Class 37 contains 29978 members 
Mstep: Class 38 contains 7600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701472.000000 Penalty: 135041.625000
Iteration 241Q: 39 clusters Score -1.577015e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126450 members 
Mstep: Class 2 contains 3740 members 
Mstep: Class 3 contains 11078 members 
Mstep: Class 4 contains 11853 members 
Mstep: Class 5 contains 12182 members 
Mstep: Class 6 contains 304656 members 
Mstep: Class 7 contains 225077 members 
Mstep: Class 8 contains 64341 members 
Mstep: Class 9 contains 5430 members 
Mstep: Class 10 contains 6991 members 
Mstep: Class 11 contains 8018 members 
Mstep: Class 12 contains 75843 members 
Mstep: Class 13 contains 9680 members 
Mstep: Class 14 contains 229782 members 
Mstep: Class 15 contains 6415 members 
Mstep: Class 16 contains 220102 members 
Mstep: Class 17 contains 6147 members 
Mstep: Class 18 contains 10267 members 
Mstep: Class 19 contains 8090 members 
Mstep: Class 20 contains 23182 members 
Mstep: Class 21 contains 7493 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 5746 members 
Mstep: Class 24 contains 18492 members 
Mstep: Class 25 contains 8696 members 
Mstep: Class 26 contains 7238 members 
Mstep: Class 27 contains 4275 members 
Mstep: Class 28 contains 15480 members 
Mstep: Class 29 contains 5882 members 
Mstep: Class 30 contains 18752 members 
Mstep: Class 31 contains 102178 members 
Mstep: Class 32 contains 6314 members 
Mstep: Class 33 contains 44224 members 
Mstep: Class 34 contains 3136 members 
Mstep: Class 35 contains 4410 members 
Mstep: Class 36 contains 4952 members 
Mstep: Class 37 contains 29976 members 
Mstep: Class 38 contains 7777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701600.000000 Penalty: 135041.625000
Iteration 242Q: 39 clusters Score -1.577016e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126430 members 
Mstep: Class 2 contains 3739 members 
Mstep: Class 3 contains 11059 members 
Mstep: Class 4 contains 11850 members 
Mstep: Class 5 contains 12156 members 
Mstep: Class 6 contains 304581 members 
Mstep: Class 7 contains 225052 members 
Mstep: Class 8 contains 64337 members 
Mstep: Class 9 contains 5489 members 
Mstep: Class 10 contains 6996 members 
Mstep: Class 11 contains 8019 members 
Mstep: Class 12 contains 75870 members 
Mstep: Class 13 contains 9676 members 
Mstep: Class 14 contains 229806 members 
Mstep: Class 15 contains 6517 members 
Mstep: Class 16 contains 220016 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 10277 members 
Mstep: Class 19 contains 8077 members 
Mstep: Class 20 contains 23186 members 
Mstep: Class 21 contains 7500 members 
Mstep: Class 22 contains 7667 members 
Mstep: Class 23 contains 5737 members 
Mstep: Class 24 contains 18493 members 
Mstep: Class 25 contains 8698 members 
Mstep: Class 26 contains 7235 members 
Mstep: Class 27 contains 4274 members 
Mstep: Class 28 contains 15482 members 
Mstep: Class 29 contains 5875 members 
Mstep: Class 30 contains 18750 members 
Mstep: Class 31 contains 102182 members 
Mstep: Class 32 contains 6313 members 
Mstep: Class 33 contains 44174 members 
Mstep: Class 34 contains 3146 members 
Mstep: Class 35 contains 4410 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29948 members 
Mstep: Class 38 contains 7891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701712.000000 Penalty: 135041.625000
Iteration 243Q: 39 clusters Score -1.577017e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126411 members 
Mstep: Class 2 contains 3740 members 
Mstep: Class 3 contains 11055 members 
Mstep: Class 4 contains 11846 members 
Mstep: Class 5 contains 12136 members 
Mstep: Class 6 contains 304523 members 
Mstep: Class 7 contains 225030 members 
Mstep: Class 8 contains 64335 members 
Mstep: Class 9 contains 5542 members 
Mstep: Class 10 contains 6999 members 
Mstep: Class 11 contains 8019 members 
Mstep: Class 12 contains 75899 members 
Mstep: Class 13 contains 9677 members 
Mstep: Class 14 contains 229827 members 
Mstep: Class 15 contains 6595 members 
Mstep: Class 16 contains 219944 members 
Mstep: Class 17 contains 6151 members 
Mstep: Class 18 contains 10282 members 
Mstep: Class 19 contains 8070 members 
Mstep: Class 20 contains 23192 members 
Mstep: Class 21 contains 7506 members 
Mstep: Class 22 contains 7671 members 
Mstep: Class 23 contains 5734 members 
Mstep: Class 24 contains 18494 members 
Mstep: Class 25 contains 8699 members 
Mstep: Class 26 contains 7234 members 
Mstep: Class 27 contains 4276 members 
Mstep: Class 28 contains 15481 members 
Mstep: Class 29 contains 5867 members 
Mstep: Class 30 contains 18748 members 
Mstep: Class 31 contains 102187 members 
Mstep: Class 32 contains 6314 members 
Mstep: Class 33 contains 44128 members 
Mstep: Class 34 contains 3152 members 
Mstep: Class 35 contains 4409 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29932 members 
Mstep: Class 38 contains 7953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701504.000000 Penalty: 135041.625000
Iteration 244Q: 39 clusters Score -1.577015e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126408 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 11051 members 
Mstep: Class 4 contains 11838 members 
Mstep: Class 5 contains 12119 members 
Mstep: Class 6 contains 304465 members 
Mstep: Class 7 contains 225010 members 
Mstep: Class 8 contains 64333 members 
Mstep: Class 9 contains 5603 members 
Mstep: Class 10 contains 7002 members 
Mstep: Class 11 contains 8019 members 
Mstep: Class 12 contains 75928 members 
Mstep: Class 13 contains 9681 members 
Mstep: Class 14 contains 229848 members 
Mstep: Class 15 contains 6663 members 
Mstep: Class 16 contains 219888 members 
Mstep: Class 17 contains 6148 members 
Mstep: Class 18 contains 10280 members 
Mstep: Class 19 contains 8070 members 
Mstep: Class 20 contains 23189 members 
Mstep: Class 21 contains 7511 members 
Mstep: Class 22 contains 7678 members 
Mstep: Class 23 contains 5728 members 
Mstep: Class 24 contains 18488 members 
Mstep: Class 25 contains 8701 members 
Mstep: Class 26 contains 7231 members 
Mstep: Class 27 contains 4277 members 
Mstep: Class 28 contains 15477 members 
Mstep: Class 29 contains 5864 members 
Mstep: Class 30 contains 18744 members 
Mstep: Class 31 contains 102192 members 
Mstep: Class 32 contains 6312 members 
Mstep: Class 33 contains 44087 members 
Mstep: Class 34 contains 3165 members 
Mstep: Class 35 contains 4409 members 
Mstep: Class 36 contains 4948 members 
Mstep: Class 37 contains 29902 members 
Mstep: Class 38 contains 8010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701680.000000 Penalty: 135041.625000
Iteration 245Q: 39 clusters Score -1.577017e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126395 members 
Mstep: Class 2 contains 3745 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 11839 members 
Mstep: Class 5 contains 12097 members 
Mstep: Class 6 contains 304427 members 
Mstep: Class 7 contains 224988 members 
Mstep: Class 8 contains 64328 members 
Mstep: Class 9 contains 5696 members 
Mstep: Class 10 contains 7005 members 
Mstep: Class 11 contains 8019 members 
Mstep: Class 12 contains 75953 members 
Mstep: Class 13 contains 9678 members 
Mstep: Class 14 contains 229854 members 
Mstep: Class 15 contains 6721 members 
Mstep: Class 16 contains 219850 members 
Mstep: Class 17 contains 6148 members 
Mstep: Class 18 contains 10285 members 
Mstep: Class 19 contains 8069 members 
Mstep: Class 20 contains 23187 members 
Mstep: Class 21 contains 7514 members 
Mstep: Class 22 contains 7683 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 18491 members 
Mstep: Class 25 contains 8702 members 
Mstep: Class 26 contains 7231 members 
Mstep: Class 27 contains 4277 members 
Mstep: Class 28 contains 15478 members 
Mstep: Class 29 contains 5866 members 
Mstep: Class 30 contains 18740 members 
Mstep: Class 31 contains 102194 members 
Mstep: Class 32 contains 6309 members 
Mstep: Class 33 contains 44042 members 
Mstep: Class 34 contains 3173 members 
Mstep: Class 35 contains 4410 members 
Mstep: Class 36 contains 4946 members 
Mstep: Class 37 contains 29857 members 
Mstep: Class 38 contains 8049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701648.000000 Penalty: 135041.625000
Iteration 246Q: 39 clusters Score -1.577016e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126383 members 
Mstep: Class 2 contains 3746 members 
Mstep: Class 3 contains 11048 members 
Mstep: Class 4 contains 11843 members 
Mstep: Class 5 contains 12083 members 
Mstep: Class 6 contains 304404 members 
Mstep: Class 7 contains 224957 members 
Mstep: Class 8 contains 64324 members 
Mstep: Class 9 contains 5778 members 
Mstep: Class 10 contains 7012 members 
Mstep: Class 11 contains 8019 members 
Mstep: Class 12 contains 75971 members 
Mstep: Class 13 contains 9684 members 
Mstep: Class 14 contains 229854 members 
Mstep: Class 15 contains 6776 members 
Mstep: Class 16 contains 219804 members 
Mstep: Class 17 contains 6145 members 
Mstep: Class 18 contains 10285 members 
Mstep: Class 19 contains 8068 members 
Mstep: Class 20 contains 23185 members 
Mstep: Class 21 contains 7515 members 
Mstep: Class 22 contains 7689 members 
Mstep: Class 23 contains 5715 members 
Mstep: Class 24 contains 18488 members 
Mstep: Class 25 contains 8704 members 
Mstep: Class 26 contains 7230 members 
Mstep: Class 27 contains 4281 members 
Mstep: Class 28 contains 15479 members 
Mstep: Class 29 contains 5864 members 
Mstep: Class 30 contains 18737 members 
Mstep: Class 31 contains 102204 members 
Mstep: Class 32 contains 6300 members 
Mstep: Class 33 contains 44011 members 
Mstep: Class 34 contains 3175 members 
Mstep: Class 35 contains 4410 members 
Mstep: Class 36 contains 4946 members 
Mstep: Class 37 contains 29815 members 
Mstep: Class 38 contains 8076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701728.000000 Penalty: 135041.625000
Iteration 247Q: 39 clusters Score -1.577017e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126376 members 
Mstep: Class 2 contains 3744 members 
Mstep: Class 3 contains 11050 members 
Mstep: Class 4 contains 11841 members 
Mstep: Class 5 contains 12075 members 
Mstep: Class 6 contains 304392 members 
Mstep: Class 7 contains 224941 members 
Mstep: Class 8 contains 64320 members 
Mstep: Class 9 contains 5876 members 
Mstep: Class 10 contains 7021 members 
Mstep: Class 11 contains 8020 members 
Mstep: Class 12 contains 75985 members 
Mstep: Class 13 contains 9684 members 
Mstep: Class 14 contains 229843 members 
Mstep: Class 15 contains 6825 members 
Mstep: Class 16 contains 219774 members 
Mstep: Class 17 contains 6143 members 
Mstep: Class 18 contains 10291 members 
Mstep: Class 19 contains 8061 members 
Mstep: Class 20 contains 23185 members 
Mstep: Class 21 contains 7522 members 
Mstep: Class 22 contains 7700 members 
Mstep: Class 23 contains 5705 members 
Mstep: Class 24 contains 18480 members 
Mstep: Class 25 contains 8705 members 
Mstep: Class 26 contains 7228 members 
Mstep: Class 27 contains 4284 members 
Mstep: Class 28 contains 15481 members 
Mstep: Class 29 contains 5863 members 
Mstep: Class 30 contains 18734 members 
Mstep: Class 31 contains 102216 members 
Mstep: Class 32 contains 6294 members 
Mstep: Class 33 contains 43961 members 
Mstep: Class 34 contains 3175 members 
Mstep: Class 35 contains 4409 members 
Mstep: Class 36 contains 4944 members 
Mstep: Class 37 contains 29762 members 
Mstep: Class 38 contains 8098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701584.000000 Penalty: 135041.625000
Iteration 248Q: 39 clusters Score -1.577016e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126371 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 11050 members 
Mstep: Class 4 contains 11837 members 
Mstep: Class 5 contains 12069 members 
Mstep: Class 6 contains 304375 members 
Mstep: Class 7 contains 224917 members 
Mstep: Class 8 contains 64321 members 
Mstep: Class 9 contains 5953 members 
Mstep: Class 10 contains 7024 members 
Mstep: Class 11 contains 8019 members 
Mstep: Class 12 contains 76004 members 
Mstep: Class 13 contains 9682 members 
Mstep: Class 14 contains 229832 members 
Mstep: Class 15 contains 6871 members 
Mstep: Class 16 contains 219738 members 
Mstep: Class 17 contains 6141 members 
Mstep: Class 18 contains 10288 members 
Mstep: Class 19 contains 8060 members 
Mstep: Class 20 contains 23182 members 
Mstep: Class 21 contains 7526 members 
Mstep: Class 22 contains 7710 members 
Mstep: Class 23 contains 5692 members 
Mstep: Class 24 contains 18475 members 
Mstep: Class 25 contains 8707 members 
Mstep: Class 26 contains 7228 members 
Mstep: Class 27 contains 4290 members 
Mstep: Class 28 contains 15482 members 
Mstep: Class 29 contains 5861 members 
Mstep: Class 30 contains 18729 members 
Mstep: Class 31 contains 102231 members 
Mstep: Class 32 contains 6291 members 
Mstep: Class 33 contains 43940 members 
Mstep: Class 34 contains 3178 members 
Mstep: Class 35 contains 4410 members 
Mstep: Class 36 contains 4940 members 
Mstep: Class 37 contains 29730 members 
Mstep: Class 38 contains 8111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701840.000000 Penalty: 135041.625000
Iteration 249Q: 39 clusters Score -1.577018e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126366 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11049 members 
Mstep: Class 4 contains 11838 members 
Mstep: Class 5 contains 12069 members 
Mstep: Class 6 contains 304355 members 
Mstep: Class 7 contains 224896 members 
Mstep: Class 8 contains 64320 members 
Mstep: Class 9 contains 6031 members 
Mstep: Class 10 contains 7024 members 
Mstep: Class 11 contains 8017 members 
Mstep: Class 12 contains 76028 members 
Mstep: Class 13 contains 9682 members 
Mstep: Class 14 contains 229824 members 
Mstep: Class 15 contains 6892 members 
Mstep: Class 16 contains 219708 members 
Mstep: Class 17 contains 6138 members 
Mstep: Class 18 contains 10287 members 
Mstep: Class 19 contains 8060 members 
Mstep: Class 20 contains 23182 members 
Mstep: Class 21 contains 7528 members 
Mstep: Class 22 contains 7720 members 
Mstep: Class 23 contains 5680 members 
Mstep: Class 24 contains 18468 members 
Mstep: Class 25 contains 8707 members 
Mstep: Class 26 contains 7229 members 
Mstep: Class 27 contains 4295 members 
Mstep: Class 28 contains 15481 members 
Mstep: Class 29 contains 5859 members 
Mstep: Class 30 contains 18729 members 
Mstep: Class 31 contains 102240 members 
Mstep: Class 32 contains 6292 members 
Mstep: Class 33 contains 43926 members 
Mstep: Class 34 contains 3182 members 
Mstep: Class 35 contains 4408 members 
Mstep: Class 36 contains 4941 members 
Mstep: Class 37 contains 29693 members 
Mstep: Class 38 contains 8122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701776.000000 Penalty: 135041.625000
Iteration 250Q: 39 clusters Score -1.577018e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126355 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11051 members 
Mstep: Class 4 contains 11834 members 
Mstep: Class 5 contains 12067 members 
Mstep: Class 6 contains 304341 members 
Mstep: Class 7 contains 224884 members 
Mstep: Class 8 contains 64319 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 8014 members 
Mstep: Class 12 contains 76047 members 
Mstep: Class 13 contains 9683 members 
Mstep: Class 14 contains 229835 members 
Mstep: Class 15 contains 6919 members 
Mstep: Class 16 contains 219678 members 
Mstep: Class 17 contains 6131 members 
Mstep: Class 18 contains 10286 members 
Mstep: Class 19 contains 8058 members 
Mstep: Class 20 contains 23179 members 
Mstep: Class 21 contains 7529 members 
Mstep: Class 22 contains 7724 members 
Mstep: Class 23 contains 5675 members 
Mstep: Class 24 contains 18466 members 
Mstep: Class 25 contains 8708 members 
Mstep: Class 26 contains 7229 members 
Mstep: Class 27 contains 4300 members 
Mstep: Class 28 contains 15484 members 
Mstep: Class 29 contains 5856 members 
Mstep: Class 30 contains 18729 members 
Mstep: Class 31 contains 102242 members 
Mstep: Class 32 contains 6293 members 
Mstep: Class 33 contains 43905 members 
Mstep: Class 34 contains 3185 members 
Mstep: Class 35 contains 4409 members 
Mstep: Class 36 contains 4943 members 
Mstep: Class 37 contains 29654 members 
Mstep: Class 38 contains 8129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701744.000000 Penalty: 135041.625000
Iteration 251Q: 39 clusters Score -1.577017e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126343 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11057 members 
Mstep: Class 4 contains 11827 members 
Mstep: Class 5 contains 12064 members 
Mstep: Class 6 contains 304326 members 
Mstep: Class 7 contains 224867 members 
Mstep: Class 8 contains 64319 members 
Mstep: Class 9 contains 6152 members 
Mstep: Class 10 contains 7034 members 
Mstep: Class 11 contains 8012 members 
Mstep: Class 12 contains 76070 members 
Mstep: Class 13 contains 9681 members 
Mstep: Class 14 contains 229846 members 
Mstep: Class 15 contains 6940 members 
Mstep: Class 16 contains 219657 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 10284 members 
Mstep: Class 19 contains 8058 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 7534 members 
Mstep: Class 22 contains 7721 members 
Mstep: Class 23 contains 5673 members 
Mstep: Class 24 contains 18465 members 
Mstep: Class 25 contains 8710 members 
Mstep: Class 26 contains 7227 members 
Mstep: Class 27 contains 4305 members 
Mstep: Class 28 contains 15485 members 
Mstep: Class 29 contains 5852 members 
Mstep: Class 30 contains 18729 members 
Mstep: Class 31 contains 102243 members 
Mstep: Class 32 contains 6291 members 
Mstep: Class 33 contains 43891 members 
Mstep: Class 34 contains 3186 members 
Mstep: Class 35 contains 4410 members 
Mstep: Class 36 contains 4943 members 
Mstep: Class 37 contains 29623 members 
Mstep: Class 38 contains 8138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701632.000000 Penalty: 135041.625000
Iteration 252Q: 39 clusters Score -1.577016e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126331 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11057 members 
Mstep: Class 4 contains 11828 members 
Mstep: Class 5 contains 12058 members 
Mstep: Class 6 contains 304318 members 
Mstep: Class 7 contains 224863 members 
Mstep: Class 8 contains 64317 members 
Mstep: Class 9 contains 6218 members 
Mstep: Class 10 contains 7045 members 
Mstep: Class 11 contains 8008 members 
Mstep: Class 12 contains 76081 members 
Mstep: Class 13 contains 9680 members 
Mstep: Class 14 contains 229847 members 
Mstep: Class 15 contains 6960 members 
Mstep: Class 16 contains 219656 members 
Mstep: Class 17 contains 6121 members 
Mstep: Class 18 contains 10279 members 
Mstep: Class 19 contains 8058 members 
Mstep: Class 20 contains 23179 members 
Mstep: Class 21 contains 7539 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5674 members 
Mstep: Class 24 contains 18463 members 
Mstep: Class 25 contains 8711 members 
Mstep: Class 26 contains 7225 members 
Mstep: Class 27 contains 4312 members 
Mstep: Class 28 contains 15488 members 
Mstep: Class 29 contains 5846 members 
Mstep: Class 30 contains 18727 members 
Mstep: Class 31 contains 102247 members 
Mstep: Class 32 contains 6286 members 
Mstep: Class 33 contains 43852 members 
Mstep: Class 34 contains 3191 members 
Mstep: Class 35 contains 4410 members 
Mstep: Class 36 contains 4945 members 
Mstep: Class 37 contains 29578 members 
Mstep: Class 38 contains 8146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701776.000000 Penalty: 135041.625000
Iteration 253Q: 39 clusters Score -1.577018e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126327 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 11062 members 
Mstep: Class 4 contains 11826 members 
Mstep: Class 5 contains 12055 members 
Mstep: Class 6 contains 304308 members 
Mstep: Class 7 contains 224850 members 
Mstep: Class 8 contains 64316 members 
Mstep: Class 9 contains 6291 members 
Mstep: Class 10 contains 7053 members 
Mstep: Class 11 contains 8006 members 
Mstep: Class 12 contains 76091 members 
Mstep: Class 13 contains 9680 members 
Mstep: Class 14 contains 229852 members 
Mstep: Class 15 contains 6977 members 
Mstep: Class 16 contains 219650 members 
Mstep: Class 17 contains 6116 members 
Mstep: Class 18 contains 10279 members 
Mstep: Class 19 contains 8057 members 
Mstep: Class 20 contains 23182 members 
Mstep: Class 21 contains 7545 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5675 members 
Mstep: Class 24 contains 18462 members 
Mstep: Class 25 contains 8712 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 4318 members 
Mstep: Class 28 contains 15490 members 
Mstep: Class 29 contains 5839 members 
Mstep: Class 30 contains 18725 members 
Mstep: Class 31 contains 102250 members 
Mstep: Class 32 contains 6280 members 
Mstep: Class 33 contains 43823 members 
Mstep: Class 34 contains 3195 members 
Mstep: Class 35 contains 4411 members 
Mstep: Class 36 contains 4944 members 
Mstep: Class 37 contains 29522 members 
Mstep: Class 38 contains 8153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701840.000000 Penalty: 135041.625000
Iteration 254Q: 39 clusters Score -1.577018e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126324 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11064 members 
Mstep: Class 4 contains 11826 members 
Mstep: Class 5 contains 12048 members 
Mstep: Class 6 contains 304301 members 
Mstep: Class 7 contains 224855 members 
Mstep: Class 8 contains 64317 members 
Mstep: Class 9 contains 6352 members 
Mstep: Class 10 contains 7057 members 
Mstep: Class 11 contains 8007 members 
Mstep: Class 12 contains 76094 members 
Mstep: Class 13 contains 9679 members 
Mstep: Class 14 contains 229862 members 
Mstep: Class 15 contains 6995 members 
Mstep: Class 16 contains 219646 members 
Mstep: Class 17 contains 6112 members 
Mstep: Class 18 contains 10276 members 
Mstep: Class 19 contains 8056 members 
Mstep: Class 20 contains 23182 members 
Mstep: Class 21 contains 7544 members 
Mstep: Class 22 contains 7723 members 
Mstep: Class 23 contains 5678 members 
Mstep: Class 24 contains 18460 members 
Mstep: Class 25 contains 8713 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 4325 members 
Mstep: Class 28 contains 15492 members 
Mstep: Class 29 contains 5832 members 
Mstep: Class 30 contains 18725 members 
Mstep: Class 31 contains 102251 members 
Mstep: Class 32 contains 6272 members 
Mstep: Class 33 contains 43804 members 
Mstep: Class 34 contains 3195 members 
Mstep: Class 35 contains 4412 members 
Mstep: Class 36 contains 4945 members 
Mstep: Class 37 contains 29457 members 
Mstep: Class 38 contains 8162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701648.000000 Penalty: 135041.625000
Iteration 255Q: 39 clusters Score -1.577016e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126314 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 11067 members 
Mstep: Class 4 contains 11826 members 
Mstep: Class 5 contains 12042 members 
Mstep: Class 6 contains 304289 members 
Mstep: Class 7 contains 224855 members 
Mstep: Class 8 contains 64313 members 
Mstep: Class 9 contains 6415 members 
Mstep: Class 10 contains 7060 members 
Mstep: Class 11 contains 8007 members 
Mstep: Class 12 contains 76104 members 
Mstep: Class 13 contains 9677 members 
Mstep: Class 14 contains 229864 members 
Mstep: Class 15 contains 7014 members 
Mstep: Class 16 contains 219633 members 
Mstep: Class 17 contains 6115 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8057 members 
Mstep: Class 20 contains 23184 members 
Mstep: Class 21 contains 7549 members 
Mstep: Class 22 contains 7724 members 
Mstep: Class 23 contains 5678 members 
Mstep: Class 24 contains 18459 members 
Mstep: Class 25 contains 8719 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 4332 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5824 members 
Mstep: Class 30 contains 18720 members 
Mstep: Class 31 contains 102250 members 
Mstep: Class 32 contains 6270 members 
Mstep: Class 33 contains 43791 members 
Mstep: Class 34 contains 3195 members 
Mstep: Class 35 contains 4412 members 
Mstep: Class 36 contains 4944 members 
Mstep: Class 37 contains 29396 members 
Mstep: Class 38 contains 8173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701664.000000 Penalty: 135041.625000
Iteration 256Q: 39 clusters Score -1.577017e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126309 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 11067 members 
Mstep: Class 4 contains 11826 members 
Mstep: Class 5 contains 12036 members 
Mstep: Class 6 contains 304276 members 
Mstep: Class 7 contains 224852 members 
Mstep: Class 8 contains 64313 members 
Mstep: Class 9 contains 6473 members 
Mstep: Class 10 contains 7061 members 
Mstep: Class 11 contains 8005 members 
Mstep: Class 12 contains 76117 members 
Mstep: Class 13 contains 9675 members 
Mstep: Class 14 contains 229872 members 
Mstep: Class 15 contains 7031 members 
Mstep: Class 16 contains 219616 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 10274 members 
Mstep: Class 19 contains 8057 members 
Mstep: Class 20 contains 23187 members 
Mstep: Class 21 contains 7551 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5676 members 
Mstep: Class 24 contains 18459 members 
Mstep: Class 25 contains 8724 members 
Mstep: Class 26 contains 7222 members 
Mstep: Class 27 contains 4337 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5815 members 
Mstep: Class 30 contains 18716 members 
Mstep: Class 31 contains 102254 members 
Mstep: Class 32 contains 6271 members 
Mstep: Class 33 contains 43783 members 
Mstep: Class 34 contains 3196 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4949 members 
Mstep: Class 37 contains 29337 members 
Mstep: Class 38 contains 8183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702016.000000 Penalty: 135041.625000
Iteration 257Q: 39 clusters Score -1.57702e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126305 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 11068 members 
Mstep: Class 4 contains 11826 members 
Mstep: Class 5 contains 12030 members 
Mstep: Class 6 contains 304267 members 
Mstep: Class 7 contains 224848 members 
Mstep: Class 8 contains 64315 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 8001 members 
Mstep: Class 12 contains 76123 members 
Mstep: Class 13 contains 9677 members 
Mstep: Class 14 contains 229870 members 
Mstep: Class 15 contains 7044 members 
Mstep: Class 16 contains 219608 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8056 members 
Mstep: Class 20 contains 23188 members 
Mstep: Class 21 contains 7553 members 
Mstep: Class 22 contains 7720 members 
Mstep: Class 23 contains 5675 members 
Mstep: Class 24 contains 18458 members 
Mstep: Class 25 contains 8727 members 
Mstep: Class 26 contains 7221 members 
Mstep: Class 27 contains 4342 members 
Mstep: Class 28 contains 15498 members 
Mstep: Class 29 contains 5813 members 
Mstep: Class 30 contains 18715 members 
Mstep: Class 31 contains 102261 members 
Mstep: Class 32 contains 6268 members 
Mstep: Class 33 contains 43769 members 
Mstep: Class 34 contains 3199 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29289 members 
Mstep: Class 38 contains 8194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701840.000000 Penalty: 135041.625000
Iteration 258Q: 39 clusters Score -1.577018e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126299 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 11068 members 
Mstep: Class 4 contains 11828 members 
Mstep: Class 5 contains 12026 members 
Mstep: Class 6 contains 304258 members 
Mstep: Class 7 contains 224848 members 
Mstep: Class 8 contains 64312 members 
Mstep: Class 9 contains 6588 members 
Mstep: Class 10 contains 7069 members 
Mstep: Class 11 contains 7997 members 
Mstep: Class 12 contains 76139 members 
Mstep: Class 13 contains 9674 members 
Mstep: Class 14 contains 229869 members 
Mstep: Class 15 contains 7051 members 
Mstep: Class 16 contains 219611 members 
Mstep: Class 17 contains 6103 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8054 members 
Mstep: Class 20 contains 23186 members 
Mstep: Class 21 contains 7555 members 
Mstep: Class 22 contains 7718 members 
Mstep: Class 23 contains 5672 members 
Mstep: Class 24 contains 18456 members 
Mstep: Class 25 contains 8726 members 
Mstep: Class 26 contains 7222 members 
Mstep: Class 27 contains 4345 members 
Mstep: Class 28 contains 15498 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 18713 members 
Mstep: Class 31 contains 102261 members 
Mstep: Class 32 contains 6264 members 
Mstep: Class 33 contains 43757 members 
Mstep: Class 34 contains 3201 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4949 members 
Mstep: Class 37 contains 29254 members 
Mstep: Class 38 contains 8204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701936.000000 Penalty: 135041.625000
Iteration 259Q: 39 clusters Score -1.577019e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126295 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 11071 members 
Mstep: Class 4 contains 11830 members 
Mstep: Class 5 contains 12021 members 
Mstep: Class 6 contains 304248 members 
Mstep: Class 7 contains 224848 members 
Mstep: Class 8 contains 64315 members 
Mstep: Class 9 contains 6639 members 
Mstep: Class 10 contains 7082 members 
Mstep: Class 11 contains 7995 members 
Mstep: Class 12 contains 76143 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 229859 members 
Mstep: Class 15 contains 7055 members 
Mstep: Class 16 contains 219613 members 
Mstep: Class 17 contains 6101 members 
Mstep: Class 18 contains 10274 members 
Mstep: Class 19 contains 8054 members 
Mstep: Class 20 contains 23185 members 
Mstep: Class 21 contains 7555 members 
Mstep: Class 22 contains 7718 members 
Mstep: Class 23 contains 5669 members 
Mstep: Class 24 contains 18455 members 
Mstep: Class 25 contains 8726 members 
Mstep: Class 26 contains 7222 members 
Mstep: Class 27 contains 4345 members 
Mstep: Class 28 contains 15502 members 
Mstep: Class 29 contains 5798 members 
Mstep: Class 30 contains 18712 members 
Mstep: Class 31 contains 102260 members 
Mstep: Class 32 contains 6262 members 
Mstep: Class 33 contains 43741 members 
Mstep: Class 34 contains 3205 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4947 members 
Mstep: Class 37 contains 29220 members 
Mstep: Class 38 contains 8215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702000.000000 Penalty: 135041.625000
Iteration 260F: 39 clusters Score -1.57702e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126293 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 11072 members 
Mstep: Class 4 contains 11828 members 
Mstep: Class 5 contains 12018 members 
Mstep: Class 6 contains 304233 members 
Mstep: Class 7 contains 224844 members 
Mstep: Class 8 contains 64315 members 
Mstep: Class 9 contains 6687 members 
Mstep: Class 10 contains 7083 members 
Mstep: Class 11 contains 7996 members 
Mstep: Class 12 contains 76153 members 
Mstep: Class 13 contains 9673 members 
Mstep: Class 14 contains 229861 members 
Mstep: Class 15 contains 7062 members 
Mstep: Class 16 contains 219614 members 
Mstep: Class 17 contains 6092 members 
Mstep: Class 18 contains 10274 members 
Mstep: Class 19 contains 8055 members 
Mstep: Class 20 contains 23186 members 
Mstep: Class 21 contains 7554 members 
Mstep: Class 22 contains 7718 members 
Mstep: Class 23 contains 5670 members 
Mstep: Class 24 contains 18453 members 
Mstep: Class 25 contains 8727 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 4344 members 
Mstep: Class 28 contains 15502 members 
Mstep: Class 29 contains 5793 members 
Mstep: Class 30 contains 18710 members 
Mstep: Class 31 contains 102259 members 
Mstep: Class 32 contains 6264 members 
Mstep: Class 33 contains 43737 members 
Mstep: Class 34 contains 3204 members 
Mstep: Class 35 contains 4412 members 
Mstep: Class 36 contains 4947 members 
Mstep: Class 37 contains 29187 members 
Mstep: Class 38 contains 8222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702016.000000 Penalty: 135041.625000
Iteration 261Q: 39 clusters Score -1.57702e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126289 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11074 members 
Mstep: Class 4 contains 11826 members 
Mstep: Class 5 contains 12018 members 
Mstep: Class 6 contains 304228 members 
Mstep: Class 7 contains 224836 members 
Mstep: Class 8 contains 64315 members 
Mstep: Class 9 contains 6726 members 
Mstep: Class 10 contains 7087 members 
Mstep: Class 11 contains 7996 members 
Mstep: Class 12 contains 76157 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 229864 members 
Mstep: Class 15 contains 7067 members 
Mstep: Class 16 contains 219612 members 
Mstep: Class 17 contains 6086 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8056 members 
Mstep: Class 20 contains 23187 members 
Mstep: Class 21 contains 7556 members 
Mstep: Class 22 contains 7719 members 
Mstep: Class 23 contains 5670 members 
Mstep: Class 24 contains 18453 members 
Mstep: Class 25 contains 8728 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 4345 members 
Mstep: Class 28 contains 15503 members 
Mstep: Class 29 contains 5786 members 
Mstep: Class 30 contains 18708 members 
Mstep: Class 31 contains 102256 members 
Mstep: Class 32 contains 6264 members 
Mstep: Class 33 contains 43726 members 
Mstep: Class 34 contains 3202 members 
Mstep: Class 35 contains 4412 members 
Mstep: Class 36 contains 4949 members 
Mstep: Class 37 contains 29170 members 
Mstep: Class 38 contains 8228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701888.000000 Penalty: 135041.625000
Iteration 262Q: 39 clusters Score -1.577019e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126279 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11075 members 
Mstep: Class 4 contains 11828 members 
Mstep: Class 5 contains 12017 members 
Mstep: Class 6 contains 304218 members 
Mstep: Class 7 contains 224828 members 
Mstep: Class 8 contains 64315 members 
Mstep: Class 9 contains 6767 members 
Mstep: Class 10 contains 7091 members 
Mstep: Class 11 contains 7995 members 
Mstep: Class 12 contains 76159 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 229861 members 
Mstep: Class 15 contains 7068 members 
Mstep: Class 16 contains 219612 members 
Mstep: Class 17 contains 6085 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8053 members 
Mstep: Class 20 contains 23184 members 
Mstep: Class 21 contains 7560 members 
Mstep: Class 22 contains 7723 members 
Mstep: Class 23 contains 5668 members 
Mstep: Class 24 contains 18454 members 
Mstep: Class 25 contains 8731 members 
Mstep: Class 26 contains 7222 members 
Mstep: Class 27 contains 4345 members 
Mstep: Class 28 contains 15503 members 
Mstep: Class 29 contains 5782 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102255 members 
Mstep: Class 32 contains 6266 members 
Mstep: Class 33 contains 43719 members 
Mstep: Class 34 contains 3196 members 
Mstep: Class 35 contains 4412 members 
Mstep: Class 36 contains 4953 members 
Mstep: Class 37 contains 29154 members 
Mstep: Class 38 contains 8233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701760.000000 Penalty: 135041.625000
Iteration 263Q: 39 clusters Score -1.577018e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126276 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11072 members 
Mstep: Class 4 contains 11828 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 6 contains 304216 members 
Mstep: Class 7 contains 224818 members 
Mstep: Class 8 contains 64315 members 
Mstep: Class 9 contains 6807 members 
Mstep: Class 10 contains 7091 members 
Mstep: Class 11 contains 7993 members 
Mstep: Class 12 contains 76168 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 229863 members 
Mstep: Class 15 contains 7070 members 
Mstep: Class 16 contains 219612 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8054 members 
Mstep: Class 20 contains 23181 members 
Mstep: Class 21 contains 7565 members 
Mstep: Class 22 contains 7724 members 
Mstep: Class 23 contains 5667 members 
Mstep: Class 24 contains 18454 members 
Mstep: Class 25 contains 8734 members 
Mstep: Class 26 contains 7221 members 
Mstep: Class 27 contains 4346 members 
Mstep: Class 28 contains 15505 members 
Mstep: Class 29 contains 5776 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102254 members 
Mstep: Class 32 contains 6267 members 
Mstep: Class 33 contains 43710 members 
Mstep: Class 34 contains 3195 members 
Mstep: Class 35 contains 4412 members 
Mstep: Class 36 contains 4955 members 
Mstep: Class 37 contains 29128 members 
Mstep: Class 38 contains 8238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701632.000000 Penalty: 135041.625000
Iteration 264Q: 39 clusters Score -1.577016e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126268 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11071 members 
Mstep: Class 4 contains 11828 members 
Mstep: Class 5 contains 12013 members 
Mstep: Class 6 contains 304217 members 
Mstep: Class 7 contains 224814 members 
Mstep: Class 8 contains 64315 members 
Mstep: Class 9 contains 6844 members 
Mstep: Class 10 contains 7088 members 
Mstep: Class 11 contains 7990 members 
Mstep: Class 12 contains 76169 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 229864 members 
Mstep: Class 15 contains 7078 members 
Mstep: Class 16 contains 219609 members 
Mstep: Class 17 contains 6077 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8052 members 
Mstep: Class 20 contains 23183 members 
Mstep: Class 21 contains 7567 members 
Mstep: Class 22 contains 7724 members 
Mstep: Class 23 contains 5665 members 
Mstep: Class 24 contains 18454 members 
Mstep: Class 25 contains 8736 members 
Mstep: Class 26 contains 7218 members 
Mstep: Class 27 contains 4348 members 
Mstep: Class 28 contains 15504 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102252 members 
Mstep: Class 32 contains 6267 members 
Mstep: Class 33 contains 43713 members 
Mstep: Class 34 contains 3188 members 
Mstep: Class 35 contains 4412 members 
Mstep: Class 36 contains 4957 members 
Mstep: Class 37 contains 29113 members 
Mstep: Class 38 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701680.000000 Penalty: 135041.625000
Iteration 265Q: 39 clusters Score -1.577017e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126270 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 11069 members 
Mstep: Class 4 contains 11824 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 6 contains 304214 members 
Mstep: Class 7 contains 224806 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 6882 members 
Mstep: Class 10 contains 7088 members 
Mstep: Class 11 contains 7988 members 
Mstep: Class 12 contains 76172 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 229858 members 
Mstep: Class 15 contains 7085 members 
Mstep: Class 16 contains 219605 members 
Mstep: Class 17 contains 6074 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23185 members 
Mstep: Class 21 contains 7566 members 
Mstep: Class 22 contains 7724 members 
Mstep: Class 23 contains 5664 members 
Mstep: Class 24 contains 18454 members 
Mstep: Class 25 contains 8737 members 
Mstep: Class 26 contains 7215 members 
Mstep: Class 27 contains 4348 members 
Mstep: Class 28 contains 15503 members 
Mstep: Class 29 contains 5770 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102248 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43717 members 
Mstep: Class 34 contains 3192 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4959 members 
Mstep: Class 37 contains 29096 members 
Mstep: Class 38 contains 8243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701664.000000 Penalty: 135041.625000
Iteration 266Q: 39 clusters Score -1.577017e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126268 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11067 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 6 contains 304212 members 
Mstep: Class 7 contains 224798 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 6906 members 
Mstep: Class 10 contains 7090 members 
Mstep: Class 11 contains 7987 members 
Mstep: Class 12 contains 76173 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 229853 members 
Mstep: Class 15 contains 7097 members 
Mstep: Class 16 contains 219596 members 
Mstep: Class 17 contains 6071 members 
Mstep: Class 18 contains 10270 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 23184 members 
Mstep: Class 21 contains 7565 members 
Mstep: Class 22 contains 7724 members 
Mstep: Class 23 contains 5663 members 
Mstep: Class 24 contains 18454 members 
Mstep: Class 25 contains 8741 members 
Mstep: Class 26 contains 7215 members 
Mstep: Class 27 contains 4348 members 
Mstep: Class 28 contains 15501 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 18708 members 
Mstep: Class 31 contains 102247 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43716 members 
Mstep: Class 34 contains 3192 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4960 members 
Mstep: Class 37 contains 29095 members 
Mstep: Class 38 contains 8242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701712.000000 Penalty: 135041.625000
Iteration 267Q: 39 clusters Score -1.577017e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126273 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11066 members 
Mstep: Class 4 contains 11818 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 6 contains 304211 members 
Mstep: Class 7 contains 224796 members 
Mstep: Class 8 contains 64313 members 
Mstep: Class 9 contains 6921 members 
Mstep: Class 10 contains 7090 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 76175 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 229852 members 
Mstep: Class 15 contains 7109 members 
Mstep: Class 16 contains 219591 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 10271 members 
Mstep: Class 19 contains 8046 members 
Mstep: Class 20 contains 23183 members 
Mstep: Class 21 contains 7567 members 
Mstep: Class 22 contains 7724 members 
Mstep: Class 23 contains 5661 members 
Mstep: Class 24 contains 18452 members 
Mstep: Class 25 contains 8747 members 
Mstep: Class 26 contains 7215 members 
Mstep: Class 27 contains 4348 members 
Mstep: Class 28 contains 15499 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 18708 members 
Mstep: Class 31 contains 102247 members 
Mstep: Class 32 contains 6272 members 
Mstep: Class 33 contains 43703 members 
Mstep: Class 34 contains 3198 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4957 members 
Mstep: Class 37 contains 29089 members 
Mstep: Class 38 contains 8242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701840.000000 Penalty: 135041.625000
Iteration 268Q: 39 clusters Score -1.577018e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126271 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11065 members 
Mstep: Class 4 contains 11817 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 6 contains 304210 members 
Mstep: Class 7 contains 224791 members 
Mstep: Class 8 contains 64313 members 
Mstep: Class 9 contains 6938 members 
Mstep: Class 10 contains 7091 members 
Mstep: Class 11 contains 7983 members 
Mstep: Class 12 contains 76179 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 229848 members 
Mstep: Class 15 contains 7117 members 
Mstep: Class 16 contains 219587 members 
Mstep: Class 17 contains 6058 members 
Mstep: Class 18 contains 10271 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 23182 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 7723 members 
Mstep: Class 23 contains 5658 members 
Mstep: Class 24 contains 18452 members 
Mstep: Class 25 contains 8752 members 
Mstep: Class 26 contains 7215 members 
Mstep: Class 27 contains 4348 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 18708 members 
Mstep: Class 31 contains 102249 members 
Mstep: Class 32 contains 6274 members 
Mstep: Class 33 contains 43694 members 
Mstep: Class 34 contains 3199 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4953 members 
Mstep: Class 37 contains 29092 members 
Mstep: Class 38 contains 8244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701936.000000 Penalty: 135041.625000
Iteration 269Q: 39 clusters Score -1.577019e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126266 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11062 members 
Mstep: Class 4 contains 11817 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 6 contains 304214 members 
Mstep: Class 7 contains 224787 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 6956 members 
Mstep: Class 10 contains 7093 members 
Mstep: Class 11 contains 7982 members 
Mstep: Class 12 contains 76182 members 
Mstep: Class 13 contains 9671 members 
Mstep: Class 14 contains 229850 members 
Mstep: Class 15 contains 7123 members 
Mstep: Class 16 contains 219580 members 
Mstep: Class 17 contains 6048 members 
Mstep: Class 18 contains 10271 members 
Mstep: Class 19 contains 8045 members 
Mstep: Class 20 contains 23180 members 
Mstep: Class 21 contains 7572 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5657 members 
Mstep: Class 24 contains 18452 members 
Mstep: Class 25 contains 8752 members 
Mstep: Class 26 contains 7213 members 
Mstep: Class 27 contains 4348 members 
Mstep: Class 28 contains 15498 members 
Mstep: Class 29 contains 5770 members 
Mstep: Class 30 contains 18708 members 
Mstep: Class 31 contains 102252 members 
Mstep: Class 32 contains 6278 members 
Mstep: Class 33 contains 43684 members 
Mstep: Class 34 contains 3203 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4954 members 
Mstep: Class 37 contains 29090 members 
Mstep: Class 38 contains 8245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701824.000000 Penalty: 135041.625000
Iteration 270Q: 39 clusters Score -1.577018e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126266 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11060 members 
Mstep: Class 4 contains 11811 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 6 contains 304214 members 
Mstep: Class 7 contains 224784 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 6975 members 
Mstep: Class 10 contains 7095 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76182 members 
Mstep: Class 13 contains 9671 members 
Mstep: Class 14 contains 229843 members 
Mstep: Class 15 contains 7126 members 
Mstep: Class 16 contains 219577 members 
Mstep: Class 17 contains 6043 members 
Mstep: Class 18 contains 10271 members 
Mstep: Class 19 contains 8044 members 
Mstep: Class 20 contains 23180 members 
Mstep: Class 21 contains 7576 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5653 members 
Mstep: Class 24 contains 18450 members 
Mstep: Class 25 contains 8752 members 
Mstep: Class 26 contains 7212 members 
Mstep: Class 27 contains 4349 members 
Mstep: Class 28 contains 15499 members 
Mstep: Class 29 contains 5768 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102254 members 
Mstep: Class 32 contains 6280 members 
Mstep: Class 33 contains 43672 members 
Mstep: Class 34 contains 3206 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4955 members 
Mstep: Class 37 contains 29096 members 
Mstep: Class 38 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701792.000000 Penalty: 135041.625000
Iteration 271Q: 39 clusters Score -1.577018e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126266 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11062 members 
Mstep: Class 4 contains 11806 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 6 contains 304218 members 
Mstep: Class 7 contains 224781 members 
Mstep: Class 8 contains 64315 members 
Mstep: Class 9 contains 7000 members 
Mstep: Class 10 contains 7098 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76182 members 
Mstep: Class 13 contains 9671 members 
Mstep: Class 14 contains 229839 members 
Mstep: Class 15 contains 7128 members 
Mstep: Class 16 contains 219579 members 
Mstep: Class 17 contains 6035 members 
Mstep: Class 18 contains 10271 members 
Mstep: Class 19 contains 8045 members 
Mstep: Class 20 contains 23180 members 
Mstep: Class 21 contains 7576 members 
Mstep: Class 22 contains 7721 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 18448 members 
Mstep: Class 25 contains 8752 members 
Mstep: Class 26 contains 7209 members 
Mstep: Class 27 contains 4351 members 
Mstep: Class 28 contains 15499 members 
Mstep: Class 29 contains 5767 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102254 members 
Mstep: Class 32 contains 6280 members 
Mstep: Class 33 contains 43659 members 
Mstep: Class 34 contains 3205 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4956 members 
Mstep: Class 37 contains 29096 members 
Mstep: Class 38 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701808.000000 Penalty: 135041.625000
Iteration 272Q: 39 clusters Score -1.577018e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126271 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11060 members 
Mstep: Class 4 contains 11800 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 6 contains 304221 members 
Mstep: Class 7 contains 224776 members 
Mstep: Class 8 contains 64315 members 
Mstep: Class 9 contains 7019 members 
Mstep: Class 10 contains 7099 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76186 members 
Mstep: Class 13 contains 9671 members 
Mstep: Class 14 contains 229838 members 
Mstep: Class 15 contains 7131 members 
Mstep: Class 16 contains 219574 members 
Mstep: Class 17 contains 6032 members 
Mstep: Class 18 contains 10271 members 
Mstep: Class 19 contains 8045 members 
Mstep: Class 20 contains 23180 members 
Mstep: Class 21 contains 7577 members 
Mstep: Class 22 contains 7720 members 
Mstep: Class 23 contains 5650 members 
Mstep: Class 24 contains 18446 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 7206 members 
Mstep: Class 27 contains 4355 members 
Mstep: Class 28 contains 15499 members 
Mstep: Class 29 contains 5766 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102254 members 
Mstep: Class 32 contains 6281 members 
Mstep: Class 33 contains 43651 members 
Mstep: Class 34 contains 3204 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4956 members 
Mstep: Class 37 contains 29093 members 
Mstep: Class 38 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701680.000000 Penalty: 135041.625000
Iteration 273Q: 39 clusters Score -1.577017e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126271 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11057 members 
Mstep: Class 4 contains 11800 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 6 contains 304224 members 
Mstep: Class 7 contains 224769 members 
Mstep: Class 8 contains 64315 members 
Mstep: Class 9 contains 7032 members 
Mstep: Class 10 contains 7099 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76187 members 
Mstep: Class 13 contains 9671 members 
Mstep: Class 14 contains 229839 members 
Mstep: Class 15 contains 7133 members 
Mstep: Class 16 contains 219573 members 
Mstep: Class 17 contains 6031 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8044 members 
Mstep: Class 20 contains 23179 members 
Mstep: Class 21 contains 7579 members 
Mstep: Class 22 contains 7719 members 
Mstep: Class 23 contains 5650 members 
Mstep: Class 24 contains 18447 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 7204 members 
Mstep: Class 27 contains 4357 members 
Mstep: Class 28 contains 15499 members 
Mstep: Class 29 contains 5764 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102252 members 
Mstep: Class 32 contains 6280 members 
Mstep: Class 33 contains 43646 members 
Mstep: Class 34 contains 3205 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4956 members 
Mstep: Class 37 contains 29093 members 
Mstep: Class 38 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701744.000000 Penalty: 135041.625000
Iteration 274Q: 39 clusters Score -1.577017e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126275 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 11060 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 6 contains 304224 members 
Mstep: Class 7 contains 224762 members 
Mstep: Class 8 contains 64315 members 
Mstep: Class 9 contains 7041 members 
Mstep: Class 10 contains 7099 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76189 members 
Mstep: Class 13 contains 9670 members 
Mstep: Class 14 contains 229842 members 
Mstep: Class 15 contains 7135 members 
Mstep: Class 16 contains 219568 members 
Mstep: Class 17 contains 6029 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8043 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 7580 members 
Mstep: Class 22 contains 7717 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 18446 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 7204 members 
Mstep: Class 27 contains 4358 members 
Mstep: Class 28 contains 15499 members 
Mstep: Class 29 contains 5764 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102255 members 
Mstep: Class 32 contains 6279 members 
Mstep: Class 33 contains 43642 members 
Mstep: Class 34 contains 3207 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4955 members 
Mstep: Class 37 contains 29093 members 
Mstep: Class 38 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701808.000000 Penalty: 135041.625000
Iteration 275Q: 39 clusters Score -1.577018e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126279 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 11059 members 
Mstep: Class 4 contains 11792 members 
Mstep: Class 5 contains 12015 members 
Mstep: Class 6 contains 304223 members 
Mstep: Class 7 contains 224762 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7046 members 
Mstep: Class 10 contains 7100 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76191 members 
Mstep: Class 13 contains 9669 members 
Mstep: Class 14 contains 229843 members 
Mstep: Class 15 contains 7135 members 
Mstep: Class 16 contains 219568 members 
Mstep: Class 17 contains 6027 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8044 members 
Mstep: Class 20 contains 23175 members 
Mstep: Class 21 contains 7580 members 
Mstep: Class 22 contains 7716 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 18444 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 7204 members 
Mstep: Class 27 contains 4360 members 
Mstep: Class 28 contains 15499 members 
Mstep: Class 29 contains 5764 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102257 members 
Mstep: Class 32 contains 6279 members 
Mstep: Class 33 contains 43636 members 
Mstep: Class 34 contains 3207 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4954 members 
Mstep: Class 37 contains 29097 members 
Mstep: Class 38 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701712.000000 Penalty: 135041.625000
Iteration 276Q: 39 clusters Score -1.577017e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126278 members 
Mstep: Class 2 contains 3739 members 
Mstep: Class 3 contains 11059 members 
Mstep: Class 4 contains 11791 members 
Mstep: Class 5 contains 12015 members 
Mstep: Class 6 contains 304223 members 
Mstep: Class 7 contains 224760 members 
Mstep: Class 8 contains 64311 members 
Mstep: Class 9 contains 7052 members 
Mstep: Class 10 contains 7102 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76194 members 
Mstep: Class 13 contains 9667 members 
Mstep: Class 14 contains 229844 members 
Mstep: Class 15 contains 7138 members 
Mstep: Class 16 contains 219566 members 
Mstep: Class 17 contains 6022 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8045 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 7579 members 
Mstep: Class 22 contains 7714 members 
Mstep: Class 23 contains 5650 members 
Mstep: Class 24 contains 18444 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 7204 members 
Mstep: Class 27 contains 4362 members 
Mstep: Class 28 contains 15499 members 
Mstep: Class 29 contains 5764 members 
Mstep: Class 30 contains 18708 members 
Mstep: Class 31 contains 102259 members 
Mstep: Class 32 contains 6280 members 
Mstep: Class 33 contains 43633 members 
Mstep: Class 34 contains 3206 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4953 members 
Mstep: Class 37 contains 29100 members 
Mstep: Class 38 contains 8248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701808.000000 Penalty: 135041.625000
Iteration 277Q: 39 clusters Score -1.577018e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126273 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11059 members 
Mstep: Class 4 contains 11791 members 
Mstep: Class 5 contains 12015 members 
Mstep: Class 6 contains 304222 members 
Mstep: Class 7 contains 224755 members 
Mstep: Class 8 contains 64311 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 7103 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76195 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229851 members 
Mstep: Class 15 contains 7141 members 
Mstep: Class 16 contains 219562 members 
Mstep: Class 17 contains 6017 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8045 members 
Mstep: Class 20 contains 23180 members 
Mstep: Class 21 contains 7581 members 
Mstep: Class 22 contains 7717 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 18442 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 7204 members 
Mstep: Class 27 contains 4366 members 
Mstep: Class 28 contains 15499 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102259 members 
Mstep: Class 32 contains 6278 members 
Mstep: Class 33 contains 43627 members 
Mstep: Class 34 contains 3207 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4953 members 
Mstep: Class 37 contains 29104 members 
Mstep: Class 38 contains 8250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701712.000000 Penalty: 135041.625000
Iteration 278Q: 39 clusters Score -1.577017e+08 nChanged 64
Entering ConstructFrom: 
Score: -157701712.000000 Penalty: 135041.625000
Entering ConstructFrom: 
Trying to split cluster 1 (126271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126271 members 
Entering Unmasked Estep 
Score: -12257669.000000 Penalty: 2913.053955
	Iteration 0F: 2 clusters Score -1.225767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -12173458.000000 Penalty: 5826.107910
	Iteration 0F: 3 clusters Score -1.217346e+07 nChanged 59807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64976 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -12207373.000000 Penalty: 5826.107910
	Iteration 1F: 3 clusters Score -1.220737e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -12208265.000000 Penalty: 5826.107910
	Iteration 2Q: 3 clusters Score -1.220826e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -12209363.000000 Penalty: 5826.107910
	Iteration 3Q: 3 clusters Score -1.220936e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69750 members 
Mstep: Class 2 contains 56521 members 
Entering Unmasked Estep 
Score: -12210619.000000 Penalty: 5826.107910
	Iteration 4Q: 3 clusters Score -1.221062e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -12212486.000000 Penalty: 5826.107910
	Iteration 5Q: 3 clusters Score -1.221249e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78386 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -12215484.000000 Penalty: 5826.107910
	Iteration 6Q: 3 clusters Score -1.221548e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85373 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -12220572.000000 Penalty: 5826.107910
	Iteration 7F: 3 clusters Score -1.222057e+07 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94234 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -12227853.000000 Penalty: 5826.107910
	Iteration 8F: 3 clusters Score -1.222785e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103474 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -12235760.000000 Penalty: 5826.107910
	Iteration 9F: 3 clusters Score -1.223576e+07 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111502 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -12242961.000000 Penalty: 5826.107910
	Iteration 10F: 3 clusters Score -1.224296e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -12248076.000000 Penalty: 5826.107910
	Iteration 11Q: 3 clusters Score -1.224808e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121429 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -12251385.000000 Penalty: 5826.107910
	Iteration 12Q: 3 clusters Score -1.225138e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123686 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -12253260.000000 Penalty: 5826.107910
	Iteration 13Q: 3 clusters Score -1.225326e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124832 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -12254202.000000 Penalty: 5826.107910
	Iteration 14Q: 3 clusters Score -1.22542e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125370 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -12254614.000000 Penalty: 5826.107910
	Iteration 15Q: 3 clusters Score -1.225461e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125608 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -12254825.000000 Penalty: 5826.107910
	Iteration 16Q: 3 clusters Score -1.225482e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125715 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -12254949.000000 Penalty: 5826.107910
	Iteration 17Q: 3 clusters Score -1.225495e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125776 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12255023.000000 Penalty: 5826.107910
	Iteration 18Q: 3 clusters Score -1.225502e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125808 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12255060.000000 Penalty: 5826.107910
	Iteration 19Q: 3 clusters Score -1.225506e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125831 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -12255095.000000 Penalty: 5826.107910
	Iteration 20F: 3 clusters Score -1.22551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125848 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12255095.000000 Penalty: 5826.107910
	Iteration 21Q: 3 clusters Score -1.22551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125854 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12255105.000000 Penalty: 5826.107910
	Iteration 22Q: 3 clusters Score -1.22551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125862 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -12255113.000000 Penalty: 5826.107910
	Iteration 23Q: 3 clusters Score -1.225511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125874 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -12255135.000000 Penalty: 5826.107910
	Iteration 24Q: 3 clusters Score -1.225514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125883 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -12255146.000000 Penalty: 5826.107910
	Iteration 25Q: 3 clusters Score -1.225515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125889 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -12255160.000000 Penalty: 5826.107910
	Iteration 26Q: 3 clusters Score -1.225516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125893 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -12255170.000000 Penalty: 5826.107910
	Iteration 27Q: 3 clusters Score -1.225517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125895 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -12255170.000000 Penalty: 5826.107910
	Iteration 28Q: 3 clusters Score -1.225517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125894 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -12255171.000000 Penalty: 5826.107910
	Iteration 29Q: 3 clusters Score -1.225517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125895 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -12255178.000000 Penalty: 5826.107910
	Iteration 30Q: 3 clusters Score -1.225518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125895 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -12255175.000000 Penalty: 5826.107910
	Iteration 31Q: 3 clusters Score -1.225518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125896 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -12255173.000000 Penalty: 5826.107910
	Iteration 32Q: 3 clusters Score -1.225517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125897 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -12255178.000000 Penalty: 5826.107910
	Iteration 33Q: 3 clusters Score -1.225518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125897 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -12255178.000000 Penalty: 5826.107910
	Iteration 34F: 3 clusters Score -1.225518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Entering Unmasked Estep 
Score: -345749.093750 Penalty: 2039.991211
	Iteration 0F: 2 clusters Score -345749.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -342011.625000 Penalty: 4079.982422
	Iteration 0F: 3 clusters Score -342011.6 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -342818.843750 Penalty: 4079.982422
	Iteration 1F: 3 clusters Score -342818.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -342999.500000 Penalty: 4079.982422
	Iteration 2F: 3 clusters Score -342999.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -343123.750000 Penalty: 4079.982422
	Iteration 3F: 3 clusters Score -343123.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -343202.375000 Penalty: 4079.982422
	Iteration 4Q: 3 clusters Score -343202.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -343263.218750 Penalty: 4079.982422
	Iteration 5Q: 3 clusters Score -343263.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -343307.906250 Penalty: 4079.982422
	Iteration 6Q: 3 clusters Score -343307.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -343347.062500 Penalty: 4079.982422
	Iteration 7Q: 3 clusters Score -343347.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -343382.281250 Penalty: 4079.982422
	Iteration 8Q: 3 clusters Score -343382.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -343424.125000 Penalty: 4079.982422
	Iteration 9Q: 3 clusters Score -343424.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -343459.718750 Penalty: 4079.982422
	Iteration 10Q: 3 clusters Score -343459.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -343484.406250 Penalty: 4079.982422
	Iteration 11Q: 3 clusters Score -343484.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -343505.750000 Penalty: 4079.982422
	Iteration 12Q: 3 clusters Score -343505.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -343525.281250 Penalty: 4079.982422
	Iteration 13Q: 3 clusters Score -343525.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -343543.437500 Penalty: 4079.982422
	Iteration 14Q: 3 clusters Score -343543.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -343561.718750 Penalty: 4079.982422
	Iteration 15Q: 3 clusters Score -343561.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -343582.750000 Penalty: 4079.982422
	Iteration 16Q: 3 clusters Score -343582.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -343606.656250 Penalty: 4079.982422
	Iteration 17Q: 3 clusters Score -343606.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -343623.406250 Penalty: 4079.982422
	Iteration 18Q: 3 clusters Score -343623.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -343638.312500 Penalty: 4079.982422
	Iteration 19Q: 3 clusters Score -343638.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -343653.968750 Penalty: 4079.982422
	Iteration 20F: 3 clusters Score -343654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -343671.187500 Penalty: 4079.982422
	Iteration 21Q: 3 clusters Score -343671.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -343687.343750 Penalty: 4079.982422
	Iteration 22Q: 3 clusters Score -343687.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -343699.312500 Penalty: 4079.982422
	Iteration 23Q: 3 clusters Score -343699.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -343715.000000 Penalty: 4079.982422
	Iteration 24Q: 3 clusters Score -343715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -343732.781250 Penalty: 4079.982422
	Iteration 25Q: 3 clusters Score -343732.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -343752.093750 Penalty: 4079.982422
	Iteration 26Q: 3 clusters Score -343752.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -343767.937500 Penalty: 4079.982422
	Iteration 27Q: 3 clusters Score -343767.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -343787.281250 Penalty: 4079.982422
	Iteration 28Q: 3 clusters Score -343787.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -343804.750000 Penalty: 4079.982422
	Iteration 29Q: 3 clusters Score -343804.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -343815.031250 Penalty: 4079.982422
	Iteration 30Q: 3 clusters Score -343815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -343823.281250 Penalty: 4079.982422
	Iteration 31Q: 3 clusters Score -343823.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -343829.968750 Penalty: 4079.982422
	Iteration 32Q: 3 clusters Score -343830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -343836.406250 Penalty: 4079.982422
	Iteration 33Q: 3 clusters Score -343836.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -343841.562500 Penalty: 4079.982422
	Iteration 34Q: 3 clusters Score -343841.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -343847.625000 Penalty: 4079.982422
	Iteration 35Q: 3 clusters Score -343847.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -343852.812500 Penalty: 4079.982422
	Iteration 36Q: 3 clusters Score -343852.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -343857.906250 Penalty: 4079.982422
	Iteration 37Q: 3 clusters Score -343857.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -343861.343750 Penalty: 4079.982422
	Iteration 38Q: 3 clusters Score -343861.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -343864.687500 Penalty: 4079.982422
	Iteration 39Q: 3 clusters Score -343864.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -343870.250000 Penalty: 4079.982422
	Iteration 40F: 3 clusters Score -343870.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -343876.968750 Penalty: 4079.982422
	Iteration 41Q: 3 clusters Score -343877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -343882.750000 Penalty: 4079.982422
	Iteration 42Q: 3 clusters Score -343882.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -343891.250000 Penalty: 4079.982422
	Iteration 43Q: 3 clusters Score -343891.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -343898.500000 Penalty: 4079.982422
	Iteration 44Q: 3 clusters Score -343898.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -343901.406250 Penalty: 4079.982422
	Iteration 45Q: 3 clusters Score -343901.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -343903.156250 Penalty: 4079.982422
	Iteration 46Q: 3 clusters Score -343903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -343906.343750 Penalty: 4079.982422
	Iteration 47Q: 3 clusters Score -343906.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -343908.593750 Penalty: 4079.982422
	Iteration 48Q: 3 clusters Score -343908.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -343909.125000 Penalty: 4079.982422
	Iteration 49Q: 3 clusters Score -343909.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -343910.812500 Penalty: 4079.982422
	Iteration 50Q: 3 clusters Score -343910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -343911.062500 Penalty: 4079.982422
	Iteration 51Q: 3 clusters Score -343911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -343911.531250 Penalty: 4079.982422
	Iteration 52Q: 3 clusters Score -343911.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -343912.125000 Penalty: 4079.982422
	Iteration 53Q: 3 clusters Score -343912.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -343913.062500 Penalty: 4079.982422
	Iteration 54Q: 3 clusters Score -343913.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -343916.718750 Penalty: 4079.982422
	Iteration 55Q: 3 clusters Score -343916.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -343920.000000 Penalty: 4079.982422
	Iteration 56Q: 3 clusters Score -343920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -343927.281250 Penalty: 4079.982422
	Iteration 57Q: 3 clusters Score -343927.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -343932.718750 Penalty: 4079.982422
	Iteration 58Q: 3 clusters Score -343932.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -343935.312500 Penalty: 4079.982422
	Iteration 59Q: 3 clusters Score -343935.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -343939.968750 Penalty: 4079.982422
	Iteration 60F: 3 clusters Score -343940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -343944.468750 Penalty: 4079.982422
	Iteration 61Q: 3 clusters Score -343944.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -343950.031250 Penalty: 4079.982422
	Iteration 62Q: 3 clusters Score -343950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -343953.687500 Penalty: 4079.982422
	Iteration 63Q: 3 clusters Score -343953.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -343958.687500 Penalty: 4079.982422
	Iteration 64Q: 3 clusters Score -343958.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -343962.812500 Penalty: 4079.982422
	Iteration 65Q: 3 clusters Score -343962.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -343965.906250 Penalty: 4079.982422
	Iteration 66Q: 3 clusters Score -343965.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -343968.343750 Penalty: 4079.982422
	Iteration 67Q: 3 clusters Score -343968.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -343970.781250 Penalty: 4079.982422
	Iteration 68Q: 3 clusters Score -343970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -343973.937500 Penalty: 4079.982422
	Iteration 69Q: 3 clusters Score -343973.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -343975.250000 Penalty: 4079.982422
	Iteration 70Q: 3 clusters Score -343975.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -343976.781250 Penalty: 4079.982422
	Iteration 71Q: 3 clusters Score -343976.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -343979.000000 Penalty: 4079.982422
	Iteration 72Q: 3 clusters Score -343979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -343981.312500 Penalty: 4079.982422
	Iteration 73Q: 3 clusters Score -343981.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -343986.437500 Penalty: 4079.982422
	Iteration 74Q: 3 clusters Score -343986.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -343989.531250 Penalty: 4079.982422
	Iteration 75Q: 3 clusters Score -343989.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -343990.812500 Penalty: 4079.982422
	Iteration 76Q: 3 clusters Score -343990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -343990.500000 Penalty: 4079.982422
	Iteration 77Q: 3 clusters Score -343990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -343990.500000 Penalty: 4079.982422
	Iteration 78F: 3 clusters Score -343990.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Entering Unmasked Estep 
Score: -1034243.562500 Penalty: 2309.105469
	Iteration 0F: 2 clusters Score -1034244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1025893.062500 Penalty: 4618.210938
	Iteration 0F: 3 clusters Score -1025893 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1028515.562500 Penalty: 4618.210938
	Iteration 1F: 3 clusters Score -1028516 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1028877.812500 Penalty: 4618.210938
	Iteration 2F: 3 clusters Score -1028878 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1029186.937500 Penalty: 4618.210938
	Iteration 3F: 3 clusters Score -1029187 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1029477.312500 Penalty: 4618.210938
	Iteration 4Q: 3 clusters Score -1029477 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1029756.500000 Penalty: 4618.210938
	Iteration 5Q: 3 clusters Score -1029756 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1030040.937500 Penalty: 4618.210938
	Iteration 6Q: 3 clusters Score -1030041 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1030329.312500 Penalty: 4618.210938
	Iteration 7Q: 3 clusters Score -1030329 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1030619.625000 Penalty: 4618.210938
	Iteration 8Q: 3 clusters Score -1030620 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1030942.250000 Penalty: 4618.210938
	Iteration 9Q: 3 clusters Score -1030942 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1031221.500000 Penalty: 4618.210938
	Iteration 10Q: 3 clusters Score -1031222 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1031469.750000 Penalty: 4618.210938
	Iteration 11Q: 3 clusters Score -1031470 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1031694.125000 Penalty: 4618.210938
	Iteration 12Q: 3 clusters Score -1031694 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1031888.312500 Penalty: 4618.210938
	Iteration 13Q: 3 clusters Score -1031888 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1032074.500000 Penalty: 4618.210938
	Iteration 14Q: 3 clusters Score -1032074 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1032284.312500 Penalty: 4618.210938
	Iteration 15Q: 3 clusters Score -1032284 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1032499.687500 Penalty: 4618.210938
	Iteration 16Q: 3 clusters Score -1032500 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1032662.000000 Penalty: 4618.210938
	Iteration 17Q: 3 clusters Score -1032662 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1032813.937500 Penalty: 4618.210938
	Iteration 18Q: 3 clusters Score -1032814 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1032917.062500 Penalty: 4618.210938
	Iteration 19Q: 3 clusters Score -1032917 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1032984.125000 Penalty: 4618.210938
	Iteration 20F: 3 clusters Score -1032984 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1033032.125000 Penalty: 4618.210938
	Iteration 21Q: 3 clusters Score -1033032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1033056.375000 Penalty: 4618.210938
	Iteration 22Q: 3 clusters Score -1033056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1033069.875000 Penalty: 4618.210938
	Iteration 23Q: 3 clusters Score -1033070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1033075.687500 Penalty: 4618.210938
	Iteration 24Q: 3 clusters Score -1033076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1033079.375000 Penalty: 4618.210938
	Iteration 25Q: 3 clusters Score -1033079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1033082.375000 Penalty: 4618.210938
	Iteration 26Q: 3 clusters Score -1033082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1033081.437500 Penalty: 4618.210938
	Iteration 27Q: 3 clusters Score -1033081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1033082.312500 Penalty: 4618.210938
	Iteration 28Q: 3 clusters Score -1033082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1033084.250000 Penalty: 4618.210938
	Iteration 29Q: 3 clusters Score -1033084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1033084.625000 Penalty: 4618.210938
	Iteration 30Q: 3 clusters Score -1033085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1033085.625000 Penalty: 4618.210938
	Iteration 31Q: 3 clusters Score -1033086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1033088.062500 Penalty: 4618.210938
	Iteration 32Q: 3 clusters Score -1033088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1033090.750000 Penalty: 4618.210938
	Iteration 33Q: 3 clusters Score -1033091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1033089.562500 Penalty: 4618.210938
	Iteration 34Q: 3 clusters Score -1033090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1033089.000000 Penalty: 4618.210938
	Iteration 35Q: 3 clusters Score -1033089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1033089.687500 Penalty: 4618.210938
	Iteration 36Q: 3 clusters Score -1033090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1033089.750000 Penalty: 4618.210938
	Iteration 37Q: 3 clusters Score -1033090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1033089.750000 Penalty: 4618.210938
	Iteration 38F: 3 clusters Score -1033090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Entering Unmasked Estep 
Score: -1119796.250000 Penalty: 2325.001709
	Iteration 0F: 2 clusters Score -1119796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1110966.625000 Penalty: 4650.003418
	Iteration 0F: 3 clusters Score -1110967 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1113545.125000 Penalty: 4650.003418
	Iteration 1F: 3 clusters Score -1113545 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1113901.750000 Penalty: 4650.003418
	Iteration 2F: 3 clusters Score -1113902 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1114248.875000 Penalty: 4650.003418
	Iteration 3F: 3 clusters Score -1114249 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1114621.250000 Penalty: 4650.003418
	Iteration 4F: 3 clusters Score -1114621 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1114995.875000 Penalty: 4650.003418
	Iteration 5F: 3 clusters Score -1114996 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1115304.750000 Penalty: 4650.003418
	Iteration 6Q: 3 clusters Score -1115305 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1115585.625000 Penalty: 4650.003418
	Iteration 7Q: 3 clusters Score -1115586 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1115864.625000 Penalty: 4650.003418
	Iteration 8Q: 3 clusters Score -1115865 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1116132.500000 Penalty: 4650.003418
	Iteration 9Q: 3 clusters Score -1116132 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1116386.125000 Penalty: 4650.003418
	Iteration 10Q: 3 clusters Score -1116386 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1116652.250000 Penalty: 4650.003418
	Iteration 11Q: 3 clusters Score -1116652 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1116903.250000 Penalty: 4650.003418
	Iteration 12Q: 3 clusters Score -1116903 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1117129.875000 Penalty: 4650.003418
	Iteration 13Q: 3 clusters Score -1117130 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1117326.750000 Penalty: 4650.003418
	Iteration 14Q: 3 clusters Score -1117327 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1117471.875000 Penalty: 4650.003418
	Iteration 15Q: 3 clusters Score -1117472 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1117602.875000 Penalty: 4650.003418
	Iteration 16Q: 3 clusters Score -1117603 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1117727.000000 Penalty: 4650.003418
	Iteration 17Q: 3 clusters Score -1117727 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1117839.625000 Penalty: 4650.003418
	Iteration 18Q: 3 clusters Score -1117840 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1117919.625000 Penalty: 4650.003418
	Iteration 19Q: 3 clusters Score -1117920 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1117966.375000 Penalty: 4650.003418
	Iteration 20F: 3 clusters Score -1117966 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1118001.750000 Penalty: 4650.003418
	Iteration 21Q: 3 clusters Score -1118002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1118033.000000 Penalty: 4650.003418
	Iteration 22Q: 3 clusters Score -1118033 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1118071.500000 Penalty: 4650.003418
	Iteration 23Q: 3 clusters Score -1118072 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1118106.750000 Penalty: 4650.003418
	Iteration 24Q: 3 clusters Score -1118107 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1118136.000000 Penalty: 4650.003418
	Iteration 25Q: 3 clusters Score -1118136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1118157.625000 Penalty: 4650.003418
	Iteration 26Q: 3 clusters Score -1118158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1118179.625000 Penalty: 4650.003418
	Iteration 27Q: 3 clusters Score -1118180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1118194.250000 Penalty: 4650.003418
	Iteration 28Q: 3 clusters Score -1118194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1118206.875000 Penalty: 4650.003418
	Iteration 29Q: 3 clusters Score -1118207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1118213.500000 Penalty: 4650.003418
	Iteration 30Q: 3 clusters Score -1118214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1118220.000000 Penalty: 4650.003418
	Iteration 31Q: 3 clusters Score -1118220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1118222.750000 Penalty: 4650.003418
	Iteration 32Q: 3 clusters Score -1118223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1118227.500000 Penalty: 4650.003418
	Iteration 33Q: 3 clusters Score -1118228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1118231.250000 Penalty: 4650.003418
	Iteration 34Q: 3 clusters Score -1118231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1118234.500000 Penalty: 4650.003418
	Iteration 35Q: 3 clusters Score -1118234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1118237.500000 Penalty: 4650.003418
	Iteration 36Q: 3 clusters Score -1118238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1118239.125000 Penalty: 4650.003418
	Iteration 37Q: 3 clusters Score -1118239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1118241.375000 Penalty: 4650.003418
	Iteration 38Q: 3 clusters Score -1118241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1118242.125000 Penalty: 4650.003418
	Iteration 39Q: 3 clusters Score -1118242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1118242.125000 Penalty: 4650.003418
	Iteration 40F: 3 clusters Score -1118242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Entering Unmasked Estep 
Score: -1139705.625000 Penalty: 2329.669189
	Iteration 0F: 2 clusters Score -1139706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1130828.250000 Penalty: 4659.338379
	Iteration 0F: 3 clusters Score -1130828 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1133530.750000 Penalty: 4659.338379
	Iteration 1F: 3 clusters Score -1133531 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1133905.000000 Penalty: 4659.338379
	Iteration 2F: 3 clusters Score -1133905 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1134236.625000 Penalty: 4659.338379
	Iteration 3Q: 3 clusters Score -1134237 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1134651.500000 Penalty: 4659.338379
	Iteration 4F: 3 clusters Score -1134652 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1135212.875000 Penalty: 4659.338379
	Iteration 5F: 3 clusters Score -1135213 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1135979.375000 Penalty: 4659.338379
	Iteration 6F: 3 clusters Score -1135979 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1136910.125000 Penalty: 4659.338379
	Iteration 7F: 3 clusters Score -1136910 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1137826.000000 Penalty: 4659.338379
	Iteration 8F: 3 clusters Score -1137826 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1138549.750000 Penalty: 4659.338379
	Iteration 9F: 3 clusters Score -1138550 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1139095.125000 Penalty: 4659.338379
	Iteration 10Q: 3 clusters Score -1139095 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1139458.625000 Penalty: 4659.338379
	Iteration 11Q: 3 clusters Score -1139459 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1139747.875000 Penalty: 4659.338379
	Iteration 12Q: 3 clusters Score -1139748 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1139938.000000 Penalty: 4659.338379
	Iteration 13Q: 3 clusters Score -1139938 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1140036.500000 Penalty: 4659.338379
	Iteration 14Q: 3 clusters Score -1140036 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1140088.875000 Penalty: 4659.338379
	Iteration 15Q: 3 clusters Score -1140089 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1140118.750000 Penalty: 4659.338379
	Iteration 16Q: 3 clusters Score -1140119 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1140136.750000 Penalty: 4659.338379
	Iteration 17Q: 3 clusters Score -1140137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1140141.250000 Penalty: 4659.338379
	Iteration 18Q: 3 clusters Score -1140141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1140140.000000 Penalty: 4659.338379
	Iteration 19Q: 3 clusters Score -1140140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1140147.000000 Penalty: 4659.338379
	Iteration 20F: 3 clusters Score -1140147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1140148.250000 Penalty: 4659.338379
	Iteration 21Q: 3 clusters Score -1140148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1140149.625000 Penalty: 4659.338379
	Iteration 22Q: 3 clusters Score -1140150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1140149.625000 Penalty: 4659.338379
	Iteration 23F: 3 clusters Score -1140150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126271 members 
Mstep: Class 2 contains 3736 members 
Mstep: Class 3 contains 11058 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 1743 members 
Mstep: Class 6 contains 304225 members 
Mstep: Class 7 contains 224750 members 
Mstep: Class 8 contains 64310 members 
Mstep: Class 9 contains 7060 members 
Mstep: Class 10 contains 7106 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76202 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229859 members 
Mstep: Class 15 contains 7141 members 
Mstep: Class 16 contains 219560 members 
Mstep: Class 17 contains 6015 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8046 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 21 contains 7580 members 
Mstep: Class 22 contains 7718 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 18441 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 7204 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 15498 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102262 members 
Mstep: Class 32 contains 6276 members 
Mstep: Class 33 contains 43621 members 
Mstep: Class 34 contains 3207 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4953 members 
Mstep: Class 37 contains 29099 members 
Mstep: Class 38 contains 8250 members 
Mstep: Class 39 contains 10271 members 
Entering Unmasked Estep 
Score: -157700976.000000 Penalty: 138595.359375
Splitting cluster 5 changes total score from -157701712.000000 to -157700976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (304225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304225 members 
Entering Unmasked Estep 
Score: -29817162.000000 Penalty: 3131.129639
	Iteration 0F: 2 clusters Score -2.981716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151861 members 
Mstep: Class 2 contains 152364 members 
Entering Unmasked Estep 
Score: -29623166.000000 Penalty: 6262.259277
	Iteration 0F: 3 clusters Score -2.962317e+07 nChanged 147502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149185 members 
Mstep: Class 2 contains 155040 members 
Entering Unmasked Estep 
Score: -29710400.000000 Penalty: 6262.259277
	Iteration 1F: 3 clusters Score -2.97104e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147162 members 
Mstep: Class 2 contains 157063 members 
Entering Unmasked Estep 
Score: -29711404.000000 Penalty: 6262.259277
	Iteration 2Q: 3 clusters Score -2.97114e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144051 members 
Mstep: Class 2 contains 160174 members 
Entering Unmasked Estep 
Score: -29712372.000000 Penalty: 6262.259277
	Iteration 3Q: 3 clusters Score -2.971237e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139232 members 
Mstep: Class 2 contains 164993 members 
Entering Unmasked Estep 
Score: -29713564.000000 Penalty: 6262.259277
	Iteration 4Q: 3 clusters Score -2.971356e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131556 members 
Mstep: Class 2 contains 172669 members 
Entering Unmasked Estep 
Score: -29716114.000000 Penalty: 6262.259277
	Iteration 5Q: 3 clusters Score -2.971611e+07 nChanged 12432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119544 members 
Mstep: Class 2 contains 184681 members 
Entering Unmasked Estep 
Score: -29720806.000000 Penalty: 6262.259277
	Iteration 6Q: 3 clusters Score -2.972081e+07 nChanged 18355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101289 members 
Mstep: Class 2 contains 202936 members 
Entering Unmasked Estep 
Score: -29730450.000000 Penalty: 6262.259277
	Iteration 7F: 3 clusters Score -2.973045e+07 nChanged 25471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75844 members 
Mstep: Class 2 contains 228381 members 
Entering Unmasked Estep 
Score: -29747956.000000 Penalty: 6262.259277
	Iteration 8F: 3 clusters Score -2.974796e+07 nChanged 29923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 258302 members 
Entering Unmasked Estep 
Score: -29772814.000000 Penalty: 6262.259277
	Iteration 9F: 3 clusters Score -2.977281e+07 nChanged 25516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 283818 members 
Entering Unmasked Estep 
Score: -29795758.000000 Penalty: 6262.259277
	Iteration 10F: 3 clusters Score -2.979576e+07 nChanged 13942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 297760 members 
Entering Unmasked Estep 
Score: -29808080.000000 Penalty: 6262.259277
	Iteration 11Q: 3 clusters Score -2.980808e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 302588 members 
Entering Unmasked Estep 
Score: -29812554.000000 Penalty: 6262.259277
	Iteration 12Q: 3 clusters Score -2.981255e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 303752 members 
Entering Unmasked Estep 
Score: -29813784.000000 Penalty: 6262.259277
	Iteration 13Q: 3 clusters Score -2.981378e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 303981 members 
Entering Unmasked Estep 
Score: -29814120.000000 Penalty: 6262.259277
	Iteration 14Q: 3 clusters Score -2.981412e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 304027 members 
Entering Unmasked Estep 
Score: -29814252.000000 Penalty: 6262.259277
	Iteration 15Q: 3 clusters Score -2.981425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 304040 members 
Entering Unmasked Estep 
Score: -29814270.000000 Penalty: 6262.259277
	Iteration 16Q: 3 clusters Score -2.981427e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 304047 members 
Entering Unmasked Estep 
Score: -29814322.000000 Penalty: 6262.259277
	Iteration 17Q: 3 clusters Score -2.981432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 304050 members 
Entering Unmasked Estep 
Score: -29814352.000000 Penalty: 6262.259277
	Iteration 18Q: 3 clusters Score -2.981435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 304054 members 
Entering Unmasked Estep 
Score: -29814356.000000 Penalty: 6262.259277
	Iteration 19Q: 3 clusters Score -2.981436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 304055 members 
Entering Unmasked Estep 
Score: -29814364.000000 Penalty: 6262.259277
	Iteration 20F: 3 clusters Score -2.981436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 304057 members 
Entering Unmasked Estep 
Score: -29814362.000000 Penalty: 6262.259277
	Iteration 21Q: 3 clusters Score -2.981436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 304057 members 
Entering Unmasked Estep 
Score: -29814364.000000 Penalty: 6262.259277
	Iteration 22Q: 3 clusters Score -2.981436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 304056 members 
Entering Unmasked Estep 
Score: -29814372.000000 Penalty: 6262.259277
	Iteration 23Q: 3 clusters Score -2.981437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 304056 members 
Entering Unmasked Estep 
Score: -29814384.000000 Penalty: 6262.259277
	Iteration 24Q: 3 clusters Score -2.981438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 304057 members 
Entering Unmasked Estep 
Score: -29814384.000000 Penalty: 6262.259277
	Iteration 25Q: 3 clusters Score -2.981438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 304058 members 
Entering Unmasked Estep 
Score: -29814382.000000 Penalty: 6262.259277
	Iteration 26Q: 3 clusters Score -2.981438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 304060 members 
Entering Unmasked Estep 
Score: -29814382.000000 Penalty: 6262.259277
	Iteration 27Q: 3 clusters Score -2.981438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 304060 members 
Entering Unmasked Estep 
Score: -29814386.000000 Penalty: 6262.259277
	Iteration 28Q: 3 clusters Score -2.981439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 304060 members 
Entering Unmasked Estep 
Score: -29814386.000000 Penalty: 6262.259277
	Iteration 29F: 3 clusters Score -2.981439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (224750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224750 members 
Entering Unmasked Estep 
Score: -22084776.000000 Penalty: 3056.040527
	Iteration 0F: 2 clusters Score -2.208478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112424 members 
Mstep: Class 2 contains 112326 members 
Entering Unmasked Estep 
Score: -21935322.000000 Penalty: 6112.081055
	Iteration 0F: 3 clusters Score -2.193532e+07 nChanged 108513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115843 members 
Mstep: Class 2 contains 108907 members 
Entering Unmasked Estep 
Score: -21999696.000000 Penalty: 6112.081055
	Iteration 1F: 3 clusters Score -2.19997e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118378 members 
Mstep: Class 2 contains 106372 members 
Entering Unmasked Estep 
Score: -22001196.000000 Penalty: 6112.081055
	Iteration 2Q: 3 clusters Score -2.20012e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122549 members 
Mstep: Class 2 contains 102201 members 
Entering Unmasked Estep 
Score: -22003764.000000 Penalty: 6112.081055
	Iteration 3Q: 3 clusters Score -2.200376e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129175 members 
Mstep: Class 2 contains 95575 members 
Entering Unmasked Estep 
Score: -22008030.000000 Penalty: 6112.081055
	Iteration 4Q: 3 clusters Score -2.200803e+07 nChanged 13372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138687 members 
Mstep: Class 2 contains 86063 members 
Entering Unmasked Estep 
Score: -22015522.000000 Penalty: 6112.081055
	Iteration 5F: 3 clusters Score -2.201552e+07 nChanged 16331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151208 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -22026386.000000 Penalty: 6112.081055
	Iteration 6F: 3 clusters Score -2.202639e+07 nChanged 17558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165680 members 
Mstep: Class 2 contains 59070 members 
Entering Unmasked Estep 
Score: -22039160.000000 Penalty: 6112.081055
	Iteration 7F: 3 clusters Score -2.203916e+07 nChanged 16376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179804 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -22051004.000000 Penalty: 6112.081055
	Iteration 8F: 3 clusters Score -2.2051e+07 nChanged 12957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191823 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -22060340.000000 Penalty: 6112.081055
	Iteration 9F: 3 clusters Score -2.206034e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201449 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -22066904.000000 Penalty: 6112.081055
	Iteration 10Q: 3 clusters Score -2.20669e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208916 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -22071732.000000 Penalty: 6112.081055
	Iteration 11Q: 3 clusters Score -2.207173e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214522 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -22075608.000000 Penalty: 6112.081055
	Iteration 12Q: 3 clusters Score -2.207561e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218400 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -22078100.000000 Penalty: 6112.081055
	Iteration 13Q: 3 clusters Score -2.20781e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220955 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -22080074.000000 Penalty: 6112.081055
	Iteration 14Q: 3 clusters Score -2.208007e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222402 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -22081158.000000 Penalty: 6112.081055
	Iteration 15Q: 3 clusters Score -2.208116e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223136 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -22081668.000000 Penalty: 6112.081055
	Iteration 16Q: 3 clusters Score -2.208167e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223489 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -22081924.000000 Penalty: 6112.081055
	Iteration 17Q: 3 clusters Score -2.208192e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223686 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -22082060.000000 Penalty: 6112.081055
	Iteration 18Q: 3 clusters Score -2.208206e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223799 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -22082126.000000 Penalty: 6112.081055
	Iteration 19Q: 3 clusters Score -2.208213e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223871 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -22082198.000000 Penalty: 6112.081055
	Iteration 20F: 3 clusters Score -2.20822e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223920 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -22082220.000000 Penalty: 6112.081055
	Iteration 21Q: 3 clusters Score -2.208222e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223966 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -22082294.000000 Penalty: 6112.081055
	Iteration 22Q: 3 clusters Score -2.208229e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224002 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -22082346.000000 Penalty: 6112.081055
	Iteration 23Q: 3 clusters Score -2.208235e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224027 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -22082382.000000 Penalty: 6112.081055
	Iteration 24Q: 3 clusters Score -2.208238e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224048 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -22082420.000000 Penalty: 6112.081055
	Iteration 25Q: 3 clusters Score -2.208242e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224060 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -22082426.000000 Penalty: 6112.081055
	Iteration 26Q: 3 clusters Score -2.208243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224065 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -22082450.000000 Penalty: 6112.081055
	Iteration 27Q: 3 clusters Score -2.208245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224074 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -22082468.000000 Penalty: 6112.081055
	Iteration 28Q: 3 clusters Score -2.208247e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224084 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -22082482.000000 Penalty: 6112.081055
	Iteration 29Q: 3 clusters Score -2.208248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224092 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -22082492.000000 Penalty: 6112.081055
	Iteration 30Q: 3 clusters Score -2.208249e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224095 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -22082492.000000 Penalty: 6112.081055
	Iteration 31Q: 3 clusters Score -2.208249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224097 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -22082488.000000 Penalty: 6112.081055
	Iteration 32Q: 3 clusters Score -2.208249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224096 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -22082500.000000 Penalty: 6112.081055
	Iteration 33Q: 3 clusters Score -2.20825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224096 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -22082512.000000 Penalty: 6112.081055
	Iteration 34Q: 3 clusters Score -2.208251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224091 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -22082518.000000 Penalty: 6112.081055
	Iteration 35Q: 3 clusters Score -2.208252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224088 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -22082510.000000 Penalty: 6112.081055
	Iteration 36Q: 3 clusters Score -2.208251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224089 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -22082520.000000 Penalty: 6112.081055
	Iteration 37Q: 3 clusters Score -2.208252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224091 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -22082534.000000 Penalty: 6112.081055
	Iteration 38Q: 3 clusters Score -2.208253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224091 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -22082560.000000 Penalty: 6112.081055
	Iteration 39Q: 3 clusters Score -2.208256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224088 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -22082552.000000 Penalty: 6112.081055
	Iteration 40F: 3 clusters Score -2.208255e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224091 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -22082560.000000 Penalty: 6112.081055
	Iteration 41Q: 3 clusters Score -2.208256e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224096 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -22082588.000000 Penalty: 6112.081055
	Iteration 42Q: 3 clusters Score -2.208259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224097 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -22082584.000000 Penalty: 6112.081055
	Iteration 43Q: 3 clusters Score -2.208258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224098 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -22082570.000000 Penalty: 6112.081055
	Iteration 44Q: 3 clusters Score -2.208257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224100 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -22082598.000000 Penalty: 6112.081055
	Iteration 45Q: 3 clusters Score -2.20826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224100 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -22082598.000000 Penalty: 6112.081055
	Iteration 46Q: 3 clusters Score -2.20826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224103 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -22082594.000000 Penalty: 6112.081055
	Iteration 47Q: 3 clusters Score -2.208259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224105 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -22082598.000000 Penalty: 6112.081055
	Iteration 48Q: 3 clusters Score -2.20826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224103 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -22082620.000000 Penalty: 6112.081055
	Iteration 49Q: 3 clusters Score -2.208262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224102 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -22082618.000000 Penalty: 6112.081055
	Iteration 50Q: 3 clusters Score -2.208262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224100 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -22082622.000000 Penalty: 6112.081055
	Iteration 51Q: 3 clusters Score -2.208262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224098 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -22082620.000000 Penalty: 6112.081055
	Iteration 52Q: 3 clusters Score -2.208262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224097 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -22082634.000000 Penalty: 6112.081055
	Iteration 53Q: 3 clusters Score -2.208263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224097 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -22082624.000000 Penalty: 6112.081055
	Iteration 54Q: 3 clusters Score -2.208262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224098 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -22082628.000000 Penalty: 6112.081055
	Iteration 55Q: 3 clusters Score -2.208263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224100 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -22082614.000000 Penalty: 6112.081055
	Iteration 56Q: 3 clusters Score -2.208261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224098 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -22082626.000000 Penalty: 6112.081055
	Iteration 57Q: 3 clusters Score -2.208263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224097 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -22082640.000000 Penalty: 6112.081055
	Iteration 58Q: 3 clusters Score -2.208264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224096 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -22082638.000000 Penalty: 6112.081055
	Iteration 59Q: 3 clusters Score -2.208264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224096 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -22082638.000000 Penalty: 6112.081055
	Iteration 60F: 3 clusters Score -2.208264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (64310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64310 members 
Entering Unmasked Estep 
Score: -6233588.000000 Penalty: 2745.724609
	Iteration 0F: 2 clusters Score -6233588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -6190588.500000 Penalty: 5491.449219
	Iteration 0F: 3 clusters Score -6190588 nChanged 30056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -6207349.000000 Penalty: 5491.449219
	Iteration 1F: 3 clusters Score -6207349 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -6208180.000000 Penalty: 5491.449219
	Iteration 2Q: 3 clusters Score -6208180 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -6209019.000000 Penalty: 5491.449219
	Iteration 3Q: 3 clusters Score -6209019 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -6210155.500000 Penalty: 5491.449219
	Iteration 4Q: 3 clusters Score -6210156 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -6211760.500000 Penalty: 5491.449219
	Iteration 5Q: 3 clusters Score -6211760 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -6214019.000000 Penalty: 5491.449219
	Iteration 6F: 3 clusters Score -6214019 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -6217111.500000 Penalty: 5491.449219
	Iteration 7F: 3 clusters Score -6217112 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -6220938.500000 Penalty: 5491.449219
	Iteration 8F: 3 clusters Score -6220938 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -6225276.000000 Penalty: 5491.449219
	Iteration 9F: 3 clusters Score -6225276 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -6229300.500000 Penalty: 5491.449219
	Iteration 10F: 3 clusters Score -6229300 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -6231478.500000 Penalty: 5491.449219
	Iteration 11Q: 3 clusters Score -6231478 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -6232303.000000 Penalty: 5491.449219
	Iteration 12Q: 3 clusters Score -6232303 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 55271 members 
Entering Unmasked Estep 
Score: -6232614.000000 Penalty: 5491.449219
	Iteration 13Q: 3 clusters Score -6232614 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -6232768.000000 Penalty: 5491.449219
	Iteration 14Q: 3 clusters Score -6232768 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -6232862.000000 Penalty: 5491.449219
	Iteration 15Q: 3 clusters Score -6232862 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -6232922.500000 Penalty: 5491.449219
	Iteration 16Q: 3 clusters Score -6232922 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -6232958.500000 Penalty: 5491.449219
	Iteration 17Q: 3 clusters Score -6232958 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -6232991.500000 Penalty: 5491.449219
	Iteration 18Q: 3 clusters Score -6232992 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -6233023.000000 Penalty: 5491.449219
	Iteration 19Q: 3 clusters Score -6233023 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -6233044.000000 Penalty: 5491.449219
	Iteration 20F: 3 clusters Score -6233044 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -6233092.500000 Penalty: 5491.449219
	Iteration 21Q: 3 clusters Score -6233092 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -6233114.000000 Penalty: 5491.449219
	Iteration 22Q: 3 clusters Score -6233114 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -6233108.500000 Penalty: 5491.449219
	Iteration 23Q: 3 clusters Score -6233108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -6233107.500000 Penalty: 5491.449219
	Iteration 24Q: 3 clusters Score -6233108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -6233124.500000 Penalty: 5491.449219
	Iteration 25Q: 3 clusters Score -6233124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 57421 members 
Entering Unmasked Estep 
Score: -6233129.000000 Penalty: 5491.449219
	Iteration 26Q: 3 clusters Score -6233129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 57442 members 
Entering Unmasked Estep 
Score: -6233125.500000 Penalty: 5491.449219
	Iteration 27Q: 3 clusters Score -6233126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -6233131.500000 Penalty: 5491.449219
	Iteration 28Q: 3 clusters Score -6233132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -6233129.000000 Penalty: 5491.449219
	Iteration 29Q: 3 clusters Score -6233129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -6233129.500000 Penalty: 5491.449219
	Iteration 30Q: 3 clusters Score -6233130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -6233121.500000 Penalty: 5491.449219
	Iteration 31Q: 3 clusters Score -6233122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -6233105.000000 Penalty: 5491.449219
	Iteration 32Q: 3 clusters Score -6233105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -6233112.500000 Penalty: 5491.449219
	Iteration 33Q: 3 clusters Score -6233112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -6233121.000000 Penalty: 5491.449219
	Iteration 34Q: 3 clusters Score -6233121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -6233118.000000 Penalty: 5491.449219
	Iteration 35Q: 3 clusters Score -6233118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 57526 members 
Entering Unmasked Estep 
Score: -6233111.500000 Penalty: 5491.449219
	Iteration 36Q: 3 clusters Score -6233112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -6233110.500000 Penalty: 5491.449219
	Iteration 37Q: 3 clusters Score -6233110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -6233114.000000 Penalty: 5491.449219
	Iteration 38Q: 3 clusters Score -6233114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -6233114.000000 Penalty: 5491.449219
	Iteration 39Q: 3 clusters Score -6233114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -6233111.000000 Penalty: 5491.449219
	Iteration 40F: 3 clusters Score -6233111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 57539 members 
Entering Unmasked Estep 
Score: -6233113.500000 Penalty: 5491.449219
	Iteration 41Q: 3 clusters Score -6233114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 57543 members 
Entering Unmasked Estep 
Score: -6233124.000000 Penalty: 5491.449219
	Iteration 42Q: 3 clusters Score -6233124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -6233117.000000 Penalty: 5491.449219
	Iteration 43Q: 3 clusters Score -6233117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -6233116.000000 Penalty: 5491.449219
	Iteration 44Q: 3 clusters Score -6233116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -6233117.000000 Penalty: 5491.449219
	Iteration 45Q: 3 clusters Score -6233117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -6233117.000000 Penalty: 5491.449219
	Iteration 46F: 3 clusters Score -6233117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -652093.250000 Penalty: 2197.825684
	Iteration 0F: 2 clusters Score -652093.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -646213.187500 Penalty: 4395.651367
	Iteration 0F: 3 clusters Score -646213.2 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -647779.687500 Penalty: 4395.651367
	Iteration 1F: 3 clusters Score -647779.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -648093.812500 Penalty: 4395.651367
	Iteration 2F: 3 clusters Score -648093.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -648303.875000 Penalty: 4395.651367
	Iteration 3F: 3 clusters Score -648303.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -648469.250000 Penalty: 4395.651367
	Iteration 4Q: 3 clusters Score -648469.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -648620.500000 Penalty: 4395.651367
	Iteration 5Q: 3 clusters Score -648620.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -648780.812500 Penalty: 4395.651367
	Iteration 6Q: 3 clusters Score -648780.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -648949.187500 Penalty: 4395.651367
	Iteration 7Q: 3 clusters Score -648949.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -649105.687500 Penalty: 4395.651367
	Iteration 8Q: 3 clusters Score -649105.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -649285.062500 Penalty: 4395.651367
	Iteration 9Q: 3 clusters Score -649285.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -649491.562500 Penalty: 4395.651367
	Iteration 10Q: 3 clusters Score -649491.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -649660.750000 Penalty: 4395.651367
	Iteration 11Q: 3 clusters Score -649660.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -649820.812500 Penalty: 4395.651367
	Iteration 12Q: 3 clusters Score -649820.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -649956.125000 Penalty: 4395.651367
	Iteration 13Q: 3 clusters Score -649956.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -650074.375000 Penalty: 4395.651367
	Iteration 14Q: 3 clusters Score -650074.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -650161.312500 Penalty: 4395.651367
	Iteration 15Q: 3 clusters Score -650161.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -650236.062500 Penalty: 4395.651367
	Iteration 16Q: 3 clusters Score -650236.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -650304.437500 Penalty: 4395.651367
	Iteration 17Q: 3 clusters Score -650304.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -650371.000000 Penalty: 4395.651367
	Iteration 18Q: 3 clusters Score -650371 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -650421.625000 Penalty: 4395.651367
	Iteration 19Q: 3 clusters Score -650421.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -650458.437500 Penalty: 4395.651367
	Iteration 20F: 3 clusters Score -650458.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -650497.812500 Penalty: 4395.651367
	Iteration 21Q: 3 clusters Score -650497.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -650520.312500 Penalty: 4395.651367
	Iteration 22Q: 3 clusters Score -650520.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -650540.062500 Penalty: 4395.651367
	Iteration 23Q: 3 clusters Score -650540.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -650559.625000 Penalty: 4395.651367
	Iteration 24Q: 3 clusters Score -650559.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -650575.875000 Penalty: 4395.651367
	Iteration 25Q: 3 clusters Score -650575.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -650591.000000 Penalty: 4395.651367
	Iteration 26Q: 3 clusters Score -650591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -650599.000000 Penalty: 4395.651367
	Iteration 27Q: 3 clusters Score -650599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -650607.687500 Penalty: 4395.651367
	Iteration 28Q: 3 clusters Score -650607.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -650611.437500 Penalty: 4395.651367
	Iteration 29Q: 3 clusters Score -650611.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -650615.125000 Penalty: 4395.651367
	Iteration 30Q: 3 clusters Score -650615.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -650616.250000 Penalty: 4395.651367
	Iteration 31Q: 3 clusters Score -650616.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -650616.375000 Penalty: 4395.651367
	Iteration 32Q: 3 clusters Score -650616.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -650616.937500 Penalty: 4395.651367
	Iteration 33Q: 3 clusters Score -650616.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -650617.312500 Penalty: 4395.651367
	Iteration 34Q: 3 clusters Score -650617.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -650619.187500 Penalty: 4395.651367
	Iteration 35Q: 3 clusters Score -650619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -650619.000000 Penalty: 4395.651367
	Iteration 36Q: 3 clusters Score -650619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -650619.000000 Penalty: 4395.651367
	Iteration 37F: 3 clusters Score -650619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Entering Unmasked Estep 
Score: -596610.437500 Penalty: 2199.436279
	Iteration 0F: 2 clusters Score -596610.4 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 3533 members 
Entering Unmasked Estep 
Score: -590873.812500 Penalty: 4398.872559
	Iteration 0F: 3 clusters Score -590873.8 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -592602.312500 Penalty: 4398.872559
	Iteration 1F: 3 clusters Score -592602.3 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -593117.187500 Penalty: 4398.872559
	Iteration 2F: 3 clusters Score -593117.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -593559.437500 Penalty: 4398.872559
	Iteration 3F: 3 clusters Score -593559.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -594015.750000 Penalty: 4398.872559
	Iteration 4F: 3 clusters Score -594015.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -594484.875000 Penalty: 4398.872559
	Iteration 5F: 3 clusters Score -594484.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -594829.437500 Penalty: 4398.872559
	Iteration 6F: 3 clusters Score -594829.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -595068.687500 Penalty: 4398.872559
	Iteration 7Q: 3 clusters Score -595068.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -595243.312500 Penalty: 4398.872559
	Iteration 8Q: 3 clusters Score -595243.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -595360.875000 Penalty: 4398.872559
	Iteration 9Q: 3 clusters Score -595360.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -595429.562500 Penalty: 4398.872559
	Iteration 10Q: 3 clusters Score -595429.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -595485.125000 Penalty: 4398.872559
	Iteration 11Q: 3 clusters Score -595485.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -595520.625000 Penalty: 4398.872559
	Iteration 12Q: 3 clusters Score -595520.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -595556.250000 Penalty: 4398.872559
	Iteration 13Q: 3 clusters Score -595556.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -595596.125000 Penalty: 4398.872559
	Iteration 14Q: 3 clusters Score -595596.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -595627.437500 Penalty: 4398.872559
	Iteration 15Q: 3 clusters Score -595627.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -595649.312500 Penalty: 4398.872559
	Iteration 16Q: 3 clusters Score -595649.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -595666.625000 Penalty: 4398.872559
	Iteration 17Q: 3 clusters Score -595666.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -595686.000000 Penalty: 4398.872559
	Iteration 18Q: 3 clusters Score -595686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -595714.687500 Penalty: 4398.872559
	Iteration 19Q: 3 clusters Score -595714.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -595736.125000 Penalty: 4398.872559
	Iteration 20F: 3 clusters Score -595736.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -595748.687500 Penalty: 4398.872559
	Iteration 21Q: 3 clusters Score -595748.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -595764.062500 Penalty: 4398.872559
	Iteration 22Q: 3 clusters Score -595764.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -595779.687500 Penalty: 4398.872559
	Iteration 23Q: 3 clusters Score -595779.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -595794.625000 Penalty: 4398.872559
	Iteration 24Q: 3 clusters Score -595794.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -595807.000000 Penalty: 4398.872559
	Iteration 25Q: 3 clusters Score -595807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -595821.875000 Penalty: 4398.872559
	Iteration 26Q: 3 clusters Score -595821.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -595837.375000 Penalty: 4398.872559
	Iteration 27Q: 3 clusters Score -595837.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -595852.125000 Penalty: 4398.872559
	Iteration 28Q: 3 clusters Score -595852.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -595861.937500 Penalty: 4398.872559
	Iteration 29Q: 3 clusters Score -595861.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -595869.812500 Penalty: 4398.872559
	Iteration 30Q: 3 clusters Score -595869.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -595879.250000 Penalty: 4398.872559
	Iteration 31Q: 3 clusters Score -595879.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -595886.937500 Penalty: 4398.872559
	Iteration 32Q: 3 clusters Score -595886.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -595895.062500 Penalty: 4398.872559
	Iteration 33Q: 3 clusters Score -595895.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -595909.875000 Penalty: 4398.872559
	Iteration 34Q: 3 clusters Score -595909.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -595921.625000 Penalty: 4398.872559
	Iteration 35Q: 3 clusters Score -595921.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -595933.875000 Penalty: 4398.872559
	Iteration 36Q: 3 clusters Score -595933.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -595941.625000 Penalty: 4398.872559
	Iteration 37Q: 3 clusters Score -595941.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -595948.687500 Penalty: 4398.872559
	Iteration 38Q: 3 clusters Score -595948.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -595954.625000 Penalty: 4398.872559
	Iteration 39Q: 3 clusters Score -595954.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -595959.937500 Penalty: 4398.872559
	Iteration 40F: 3 clusters Score -595959.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -595968.125000 Penalty: 4398.872559
	Iteration 41Q: 3 clusters Score -595968.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -595973.250000 Penalty: 4398.872559
	Iteration 42Q: 3 clusters Score -595973.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -595976.000000 Penalty: 4398.872559
	Iteration 43Q: 3 clusters Score -595976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -595977.437500 Penalty: 4398.872559
	Iteration 44Q: 3 clusters Score -595977.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -595978.562500 Penalty: 4398.872559
	Iteration 45Q: 3 clusters Score -595978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -595980.187500 Penalty: 4398.872559
	Iteration 46Q: 3 clusters Score -595980.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -595980.750000 Penalty: 4398.872559
	Iteration 47Q: 3 clusters Score -595980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -595980.937500 Penalty: 4398.872559
	Iteration 48Q: 3 clusters Score -595980.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -595982.437500 Penalty: 4398.872559
	Iteration 49Q: 3 clusters Score -595982.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -595982.437500 Penalty: 4398.872559
	Iteration 50F: 3 clusters Score -595982.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Entering Unmasked Estep 
Score: -796520.875000 Penalty: 2228.328369
	Iteration 0F: 2 clusters Score -796520.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -790159.437500 Penalty: 4456.656738
	Iteration 0F: 3 clusters Score -790159.4 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -791879.062500 Penalty: 4456.656738
	Iteration 1F: 3 clusters Score -791879.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -792185.437500 Penalty: 4456.656738
	Iteration 2F: 3 clusters Score -792185.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -792394.562500 Penalty: 4456.656738
	Iteration 3F: 3 clusters Score -792394.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -792540.625000 Penalty: 4456.656738
	Iteration 4Q: 3 clusters Score -792540.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -792671.437500 Penalty: 4456.656738
	Iteration 5Q: 3 clusters Score -792671.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -792810.500000 Penalty: 4456.656738
	Iteration 6Q: 3 clusters Score -792810.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -792958.750000 Penalty: 4456.656738
	Iteration 7Q: 3 clusters Score -792958.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -793099.062500 Penalty: 4456.656738
	Iteration 8Q: 3 clusters Score -793099.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -793213.375000 Penalty: 4456.656738
	Iteration 9Q: 3 clusters Score -793213.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -793310.125000 Penalty: 4456.656738
	Iteration 10Q: 3 clusters Score -793310.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -793408.812500 Penalty: 4456.656738
	Iteration 11Q: 3 clusters Score -793408.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -793504.250000 Penalty: 4456.656738
	Iteration 12Q: 3 clusters Score -793504.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -793589.875000 Penalty: 4456.656738
	Iteration 13Q: 3 clusters Score -793589.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -793664.937500 Penalty: 4456.656738
	Iteration 14Q: 3 clusters Score -793664.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -793732.750000 Penalty: 4456.656738
	Iteration 15Q: 3 clusters Score -793732.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -793793.812500 Penalty: 4456.656738
	Iteration 16Q: 3 clusters Score -793793.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -793851.125000 Penalty: 4456.656738
	Iteration 17Q: 3 clusters Score -793851.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -793885.125000 Penalty: 4456.656738
	Iteration 18Q: 3 clusters Score -793885.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -793913.875000 Penalty: 4456.656738
	Iteration 19Q: 3 clusters Score -793913.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -793953.125000 Penalty: 4456.656738
	Iteration 20F: 3 clusters Score -793953.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -793993.312500 Penalty: 4456.656738
	Iteration 21Q: 3 clusters Score -793993.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -794033.312500 Penalty: 4456.656738
	Iteration 22Q: 3 clusters Score -794033.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -794068.812500 Penalty: 4456.656738
	Iteration 23Q: 3 clusters Score -794068.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -794100.875000 Penalty: 4456.656738
	Iteration 24Q: 3 clusters Score -794100.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -794122.750000 Penalty: 4456.656738
	Iteration 25Q: 3 clusters Score -794122.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -794145.500000 Penalty: 4456.656738
	Iteration 26Q: 3 clusters Score -794145.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -794162.937500 Penalty: 4456.656738
	Iteration 27Q: 3 clusters Score -794162.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -794182.687500 Penalty: 4456.656738
	Iteration 28Q: 3 clusters Score -794182.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -794198.687500 Penalty: 4456.656738
	Iteration 29Q: 3 clusters Score -794198.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -794207.937500 Penalty: 4456.656738
	Iteration 30Q: 3 clusters Score -794207.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -794220.625000 Penalty: 4456.656738
	Iteration 31Q: 3 clusters Score -794220.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -794226.500000 Penalty: 4456.656738
	Iteration 32Q: 3 clusters Score -794226.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -794233.875000 Penalty: 4456.656738
	Iteration 33Q: 3 clusters Score -794233.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -794237.500000 Penalty: 4456.656738
	Iteration 34Q: 3 clusters Score -794237.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -794242.062500 Penalty: 4456.656738
	Iteration 35Q: 3 clusters Score -794242.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -794244.750000 Penalty: 4456.656738
	Iteration 36Q: 3 clusters Score -794244.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -794248.000000 Penalty: 4456.656738
	Iteration 37Q: 3 clusters Score -794248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -794253.000000 Penalty: 4456.656738
	Iteration 38Q: 3 clusters Score -794253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -794257.500000 Penalty: 4456.656738
	Iteration 39Q: 3 clusters Score -794257.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -794263.250000 Penalty: 4456.656738
	Iteration 40F: 3 clusters Score -794263.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -794267.125000 Penalty: 4456.656738
	Iteration 41Q: 3 clusters Score -794267.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -794271.500000 Penalty: 4456.656738
	Iteration 42Q: 3 clusters Score -794271.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -794278.312500 Penalty: 4456.656738
	Iteration 43Q: 3 clusters Score -794278.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -794283.562500 Penalty: 4456.656738
	Iteration 44Q: 3 clusters Score -794283.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -794295.625000 Penalty: 4456.656738
	Iteration 45Q: 3 clusters Score -794295.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -794306.125000 Penalty: 4456.656738
	Iteration 46Q: 3 clusters Score -794306.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -794317.500000 Penalty: 4456.656738
	Iteration 47Q: 3 clusters Score -794317.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -794327.000000 Penalty: 4456.656738
	Iteration 48Q: 3 clusters Score -794327 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -794345.250000 Penalty: 4456.656738
	Iteration 49Q: 3 clusters Score -794345.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -794361.250000 Penalty: 4456.656738
	Iteration 50Q: 3 clusters Score -794361.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -794375.250000 Penalty: 4456.656738
	Iteration 51Q: 3 clusters Score -794375.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -794385.375000 Penalty: 4456.656738
	Iteration 52Q: 3 clusters Score -794385.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -794392.625000 Penalty: 4456.656738
	Iteration 53Q: 3 clusters Score -794392.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -794397.750000 Penalty: 4456.656738
	Iteration 54Q: 3 clusters Score -794397.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -794406.687500 Penalty: 4456.656738
	Iteration 55Q: 3 clusters Score -794406.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -794408.875000 Penalty: 4456.656738
	Iteration 56Q: 3 clusters Score -794408.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -794411.500000 Penalty: 4456.656738
	Iteration 57Q: 3 clusters Score -794411.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -794417.250000 Penalty: 4456.656738
	Iteration 58Q: 3 clusters Score -794417.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -794423.187500 Penalty: 4456.656738
	Iteration 59Q: 3 clusters Score -794423.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -794427.625000 Penalty: 4456.656738
	Iteration 60F: 3 clusters Score -794427.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -794432.062500 Penalty: 4456.656738
	Iteration 61Q: 3 clusters Score -794432.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -794437.500000 Penalty: 4456.656738
	Iteration 62Q: 3 clusters Score -794437.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -794441.187500 Penalty: 4456.656738
	Iteration 63Q: 3 clusters Score -794441.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -794444.250000 Penalty: 4456.656738
	Iteration 64Q: 3 clusters Score -794444.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -794448.875000 Penalty: 4456.656738
	Iteration 65Q: 3 clusters Score -794448.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -794452.687500 Penalty: 4456.656738
	Iteration 66Q: 3 clusters Score -794452.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -794462.000000 Penalty: 4456.656738
	Iteration 67Q: 3 clusters Score -794462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -794471.937500 Penalty: 4456.656738
	Iteration 68Q: 3 clusters Score -794471.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -794472.750000 Penalty: 4456.656738
	Iteration 69Q: 3 clusters Score -794472.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -794475.000000 Penalty: 4456.656738
	Iteration 70Q: 3 clusters Score -794475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -794478.562500 Penalty: 4456.656738
	Iteration 71Q: 3 clusters Score -794478.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -794481.562500 Penalty: 4456.656738
	Iteration 72Q: 3 clusters Score -794481.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -794485.250000 Penalty: 4456.656738
	Iteration 73Q: 3 clusters Score -794485.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -794488.500000 Penalty: 4456.656738
	Iteration 74Q: 3 clusters Score -794488.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -794491.437500 Penalty: 4456.656738
	Iteration 75Q: 3 clusters Score -794491.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -794494.812500 Penalty: 4456.656738
	Iteration 76Q: 3 clusters Score -794494.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -794500.000000 Penalty: 4456.656738
	Iteration 77Q: 3 clusters Score -794500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -794503.812500 Penalty: 4456.656738
	Iteration 78Q: 3 clusters Score -794503.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -794503.312500 Penalty: 4456.656738
	Iteration 79Q: 3 clusters Score -794503.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -794504.312500 Penalty: 4456.656738
	Iteration 80F: 3 clusters Score -794504.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -794504.062500 Penalty: 4456.656738
	Iteration 81Q: 3 clusters Score -794504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -794505.125000 Penalty: 4456.656738
	Iteration 82Q: 3 clusters Score -794505.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -794505.062500 Penalty: 4456.656738
	Iteration 83Q: 3 clusters Score -794505.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -794506.437500 Penalty: 4456.656738
	Iteration 84Q: 3 clusters Score -794506.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -794507.437500 Penalty: 4456.656738
	Iteration 85Q: 3 clusters Score -794507.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -794507.375000 Penalty: 4456.656738
	Iteration 86Q: 3 clusters Score -794507.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -794509.250000 Penalty: 4456.656738
	Iteration 87Q: 3 clusters Score -794509.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -794512.500000 Penalty: 4456.656738
	Iteration 88Q: 3 clusters Score -794512.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -794512.375000 Penalty: 4456.656738
	Iteration 89Q: 3 clusters Score -794512.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -794513.625000 Penalty: 4456.656738
	Iteration 90Q: 3 clusters Score -794513.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -794514.875000 Penalty: 4456.656738
	Iteration 91Q: 3 clusters Score -794514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -794516.687500 Penalty: 4456.656738
	Iteration 92Q: 3 clusters Score -794516.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -794516.312500 Penalty: 4456.656738
	Iteration 93Q: 3 clusters Score -794516.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -794517.437500 Penalty: 4456.656738
	Iteration 94Q: 3 clusters Score -794517.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -794520.125000 Penalty: 4456.656738
	Iteration 95Q: 3 clusters Score -794520.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -794524.437500 Penalty: 4456.656738
	Iteration 96Q: 3 clusters Score -794524.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -794527.687500 Penalty: 4456.656738
	Iteration 97Q: 3 clusters Score -794527.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -794535.687500 Penalty: 4456.656738
	Iteration 98Q: 3 clusters Score -794535.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -794538.375000 Penalty: 4456.656738
	Iteration 99Q: 3 clusters Score -794538.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -794545.187500 Penalty: 4456.656738
	Iteration 100F: 3 clusters Score -794545.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -794550.875000 Penalty: 4456.656738
	Iteration 101Q: 3 clusters Score -794550.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -794551.000000 Penalty: 4456.656738
	Iteration 102Q: 3 clusters Score -794551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -794554.000000 Penalty: 4456.656738
	Iteration 103Q: 3 clusters Score -794554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -794556.625000 Penalty: 4456.656738
	Iteration 104Q: 3 clusters Score -794556.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -794557.937500 Penalty: 4456.656738
	Iteration 105Q: 3 clusters Score -794557.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -794558.187500 Penalty: 4456.656738
	Iteration 106Q: 3 clusters Score -794558.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -794559.062500 Penalty: 4456.656738
	Iteration 107Q: 3 clusters Score -794559.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -794559.000000 Penalty: 4456.656738
	Iteration 108Q: 3 clusters Score -794559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -794559.000000 Penalty: 4456.656738
	Iteration 109F: 3 clusters Score -794559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Entering Unmasked Estep 
Score: -7378195.000000 Penalty: 2787.803467
	Iteration 0F: 2 clusters Score -7378195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -7327082.500000 Penalty: 5575.606934
	Iteration 0F: 3 clusters Score -7327082 nChanged 35637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -7347606.000000 Penalty: 5575.606934
	Iteration 1F: 3 clusters Score -7347606 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -7348579.000000 Penalty: 5575.606934
	Iteration 2Q: 3 clusters Score -7348579 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -7349822.000000 Penalty: 5575.606934
	Iteration 3Q: 3 clusters Score -7349822 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -7351682.500000 Penalty: 5575.606934
	Iteration 4F: 3 clusters Score -7351682 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -7354398.500000 Penalty: 5575.606934
	Iteration 5F: 3 clusters Score -7354398 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -7358230.500000 Penalty: 5575.606934
	Iteration 6F: 3 clusters Score -7358230 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -7362637.500000 Penalty: 5575.606934
	Iteration 7F: 3 clusters Score -7362638 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -7367034.500000 Penalty: 5575.606934
	Iteration 8F: 3 clusters Score -7367034 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -7371140.000000 Penalty: 5575.606934
	Iteration 9Q: 3 clusters Score -7371140 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67251 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -7373905.000000 Penalty: 5575.606934
	Iteration 10Q: 3 clusters Score -7373905 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -7374756.000000 Penalty: 5575.606934
	Iteration 11Q: 3 clusters Score -7374756 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68587 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -7375120.500000 Penalty: 5575.606934
	Iteration 12Q: 3 clusters Score -7375120 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -7375291.500000 Penalty: 5575.606934
	Iteration 13Q: 3 clusters Score -7375292 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -7375445.500000 Penalty: 5575.606934
	Iteration 14Q: 3 clusters Score -7375446 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -7375605.500000 Penalty: 5575.606934
	Iteration 15Q: 3 clusters Score -7375606 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70192 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -7375714.500000 Penalty: 5575.606934
	Iteration 16Q: 3 clusters Score -7375714 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70485 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -7375782.000000 Penalty: 5575.606934
	Iteration 17Q: 3 clusters Score -7375782 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -7375801.000000 Penalty: 5575.606934
	Iteration 18Q: 3 clusters Score -7375801 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70954 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -7375834.500000 Penalty: 5575.606934
	Iteration 19Q: 3 clusters Score -7375834 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71150 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -7375874.000000 Penalty: 5575.606934
	Iteration 20F: 3 clusters Score -7375874 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -7375943.000000 Penalty: 5575.606934
	Iteration 21Q: 3 clusters Score -7375943 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -7375974.000000 Penalty: 5575.606934
	Iteration 22Q: 3 clusters Score -7375974 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71659 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -7376002.500000 Penalty: 5575.606934
	Iteration 23Q: 3 clusters Score -7376002 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71812 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -7376058.000000 Penalty: 5575.606934
	Iteration 24Q: 3 clusters Score -7376058 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -7376078.500000 Penalty: 5575.606934
	Iteration 25Q: 3 clusters Score -7376078 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72112 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -7376112.000000 Penalty: 5575.606934
	Iteration 26Q: 3 clusters Score -7376112 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -7376117.000000 Penalty: 5575.606934
	Iteration 27Q: 3 clusters Score -7376117 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72332 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -7376133.500000 Penalty: 5575.606934
	Iteration 28Q: 3 clusters Score -7376134 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72428 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -7376128.000000 Penalty: 5575.606934
	Iteration 29Q: 3 clusters Score -7376128 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72531 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -7376170.000000 Penalty: 5575.606934
	Iteration 30Q: 3 clusters Score -7376170 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -7376196.000000 Penalty: 5575.606934
	Iteration 31Q: 3 clusters Score -7376196 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -7376228.000000 Penalty: 5575.606934
	Iteration 32Q: 3 clusters Score -7376228 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72814 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -7376239.000000 Penalty: 5575.606934
	Iteration 33Q: 3 clusters Score -7376239 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72918 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -7376262.500000 Penalty: 5575.606934
	Iteration 34Q: 3 clusters Score -7376262 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -7376288.500000 Penalty: 5575.606934
	Iteration 35Q: 3 clusters Score -7376288 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73103 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -7376315.000000 Penalty: 5575.606934
	Iteration 36Q: 3 clusters Score -7376315 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73166 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -7376339.500000 Penalty: 5575.606934
	Iteration 37Q: 3 clusters Score -7376340 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73220 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -7376342.000000 Penalty: 5575.606934
	Iteration 38Q: 3 clusters Score -7376342 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -7376347.500000 Penalty: 5575.606934
	Iteration 39Q: 3 clusters Score -7376348 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -7376349.500000 Penalty: 5575.606934
	Iteration 40F: 3 clusters Score -7376350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73407 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -7376362.500000 Penalty: 5575.606934
	Iteration 41Q: 3 clusters Score -7376362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73456 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -7376378.500000 Penalty: 5575.606934
	Iteration 42Q: 3 clusters Score -7376378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -7376392.000000 Penalty: 5575.606934
	Iteration 43Q: 3 clusters Score -7376392 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73552 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -7376428.000000 Penalty: 5575.606934
	Iteration 44Q: 3 clusters Score -7376428 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -7376426.000000 Penalty: 5575.606934
	Iteration 45Q: 3 clusters Score -7376426 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73664 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7376463.500000 Penalty: 5575.606934
	Iteration 46Q: 3 clusters Score -7376464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73714 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -7376456.000000 Penalty: 5575.606934
	Iteration 47Q: 3 clusters Score -7376456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7376463.000000 Penalty: 5575.606934
	Iteration 48Q: 3 clusters Score -7376463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73784 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -7376455.500000 Penalty: 5575.606934
	Iteration 49Q: 3 clusters Score -7376456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7376477.000000 Penalty: 5575.606934
	Iteration 50Q: 3 clusters Score -7376477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73818 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -7376477.500000 Penalty: 5575.606934
	Iteration 51Q: 3 clusters Score -7376478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73824 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7376478.000000 Penalty: 5575.606934
	Iteration 52Q: 3 clusters Score -7376478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73830 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -7376481.000000 Penalty: 5575.606934
	Iteration 53Q: 3 clusters Score -7376481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73838 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -7376483.500000 Penalty: 5575.606934
	Iteration 54Q: 3 clusters Score -7376484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -7376483.500000 Penalty: 5575.606934
	Iteration 55Q: 3 clusters Score -7376484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7376482.500000 Penalty: 5575.606934
	Iteration 56Q: 3 clusters Score -7376482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73859 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7376487.500000 Penalty: 5575.606934
	Iteration 57Q: 3 clusters Score -7376488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73865 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7376494.000000 Penalty: 5575.606934
	Iteration 58Q: 3 clusters Score -7376494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73871 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7376497.500000 Penalty: 5575.606934
	Iteration 59Q: 3 clusters Score -7376498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7376498.000000 Penalty: 5575.606934
	Iteration 60F: 3 clusters Score -7376498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7376498.000000 Penalty: 5575.606934
	Iteration 61Q: 3 clusters Score -7376498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73883 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7376499.500000 Penalty: 5575.606934
	Iteration 62Q: 3 clusters Score -7376500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73884 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -7376497.000000 Penalty: 5575.606934
	Iteration 63Q: 3 clusters Score -7376497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73887 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -7376501.000000 Penalty: 5575.606934
	Iteration 64Q: 3 clusters Score -7376501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73888 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7376503.000000 Penalty: 5575.606934
	Iteration 65Q: 3 clusters Score -7376503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7376501.500000 Penalty: 5575.606934
	Iteration 66Q: 3 clusters Score -7376502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73892 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7376498.000000 Penalty: 5575.606934
	Iteration 67Q: 3 clusters Score -7376498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7376495.000000 Penalty: 5575.606934
	Iteration 68Q: 3 clusters Score -7376495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73896 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7376498.000000 Penalty: 5575.606934
	Iteration 69Q: 3 clusters Score -7376498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73898 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7376503.000000 Penalty: 5575.606934
	Iteration 70Q: 3 clusters Score -7376503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73901 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7376502.000000 Penalty: 5575.606934
	Iteration 71Q: 3 clusters Score -7376502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -7376505.500000 Penalty: 5575.606934
	Iteration 72Q: 3 clusters Score -7376506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7376498.000000 Penalty: 5575.606934
	Iteration 73Q: 3 clusters Score -7376498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73912 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -7376502.500000 Penalty: 5575.606934
	Iteration 74Q: 3 clusters Score -7376502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73919 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7376513.500000 Penalty: 5575.606934
	Iteration 75Q: 3 clusters Score -7376514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73920 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -7376508.500000 Penalty: 5575.606934
	Iteration 76Q: 3 clusters Score -7376508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73922 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -7376510.500000 Penalty: 5575.606934
	Iteration 77Q: 3 clusters Score -7376510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73924 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7376507.000000 Penalty: 5575.606934
	Iteration 78Q: 3 clusters Score -7376507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73927 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -7376506.500000 Penalty: 5575.606934
	Iteration 79Q: 3 clusters Score -7376506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73929 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7376502.500000 Penalty: 5575.606934
	Iteration 80F: 3 clusters Score -7376502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7376500.500000 Penalty: 5575.606934
	Iteration 81Q: 3 clusters Score -7376500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -7376501.000000 Penalty: 5575.606934
	Iteration 82Q: 3 clusters Score -7376501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -7376501.000000 Penalty: 5575.606934
	Iteration 83F: 3 clusters Score -7376501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -917298.062500 Penalty: 2275.714111
	Iteration 0F: 2 clusters Score -917298.1 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 4813 members 
Entering Unmasked Estep 
Score: -909858.875000 Penalty: 4551.428223
	Iteration 0F: 3 clusters Score -909858.9 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -912031.625000 Penalty: 4551.428223
	Iteration 1F: 3 clusters Score -912031.6 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -912563.937500 Penalty: 4551.428223
	Iteration 2F: 3 clusters Score -912563.9 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -913188.687500 Penalty: 4551.428223
	Iteration 3F: 3 clusters Score -913188.7 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -913912.875000 Penalty: 4551.428223
	Iteration 4F: 3 clusters Score -913912.9 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -914577.437500 Penalty: 4551.428223
	Iteration 5F: 3 clusters Score -914577.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -915090.062500 Penalty: 4551.428223
	Iteration 6F: 3 clusters Score -915090.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -915461.312500 Penalty: 4551.428223
	Iteration 7F: 3 clusters Score -915461.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -915678.125000 Penalty: 4551.428223
	Iteration 8Q: 3 clusters Score -915678.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -915820.125000 Penalty: 4551.428223
	Iteration 9Q: 3 clusters Score -915820.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -915923.187500 Penalty: 4551.428223
	Iteration 10Q: 3 clusters Score -915923.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -916001.812500 Penalty: 4551.428223
	Iteration 11Q: 3 clusters Score -916001.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -916060.437500 Penalty: 4551.428223
	Iteration 12Q: 3 clusters Score -916060.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -916106.500000 Penalty: 4551.428223
	Iteration 13Q: 3 clusters Score -916106.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -916143.625000 Penalty: 4551.428223
	Iteration 14Q: 3 clusters Score -916143.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -916177.937500 Penalty: 4551.428223
	Iteration 15Q: 3 clusters Score -916177.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -916220.000000 Penalty: 4551.428223
	Iteration 16Q: 3 clusters Score -916220 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -916259.000000 Penalty: 4551.428223
	Iteration 17Q: 3 clusters Score -916259 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -916282.750000 Penalty: 4551.428223
	Iteration 18Q: 3 clusters Score -916282.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -916310.312500 Penalty: 4551.428223
	Iteration 19Q: 3 clusters Score -916310.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -916325.687500 Penalty: 4551.428223
	Iteration 20F: 3 clusters Score -916325.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -916342.875000 Penalty: 4551.428223
	Iteration 21Q: 3 clusters Score -916342.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -916359.562500 Penalty: 4551.428223
	Iteration 22Q: 3 clusters Score -916359.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -916374.312500 Penalty: 4551.428223
	Iteration 23Q: 3 clusters Score -916374.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -916385.187500 Penalty: 4551.428223
	Iteration 24Q: 3 clusters Score -916385.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -916397.500000 Penalty: 4551.428223
	Iteration 25Q: 3 clusters Score -916397.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -916403.000000 Penalty: 4551.428223
	Iteration 26Q: 3 clusters Score -916403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -916406.750000 Penalty: 4551.428223
	Iteration 27Q: 3 clusters Score -916406.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -916410.625000 Penalty: 4551.428223
	Iteration 28Q: 3 clusters Score -916410.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -916414.437500 Penalty: 4551.428223
	Iteration 29Q: 3 clusters Score -916414.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -916420.750000 Penalty: 4551.428223
	Iteration 30Q: 3 clusters Score -916420.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -916428.625000 Penalty: 4551.428223
	Iteration 31Q: 3 clusters Score -916428.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -916440.625000 Penalty: 4551.428223
	Iteration 32Q: 3 clusters Score -916440.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -916458.750000 Penalty: 4551.428223
	Iteration 33Q: 3 clusters Score -916458.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -916466.562500 Penalty: 4551.428223
	Iteration 34Q: 3 clusters Score -916466.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -916482.750000 Penalty: 4551.428223
	Iteration 35Q: 3 clusters Score -916482.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -916507.250000 Penalty: 4551.428223
	Iteration 36Q: 3 clusters Score -916507.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -916519.562500 Penalty: 4551.428223
	Iteration 37Q: 3 clusters Score -916519.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -916529.937500 Penalty: 4551.428223
	Iteration 38Q: 3 clusters Score -916529.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -916539.812500 Penalty: 4551.428223
	Iteration 39Q: 3 clusters Score -916539.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -916550.375000 Penalty: 4551.428223
	Iteration 40F: 3 clusters Score -916550.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -916560.000000 Penalty: 4551.428223
	Iteration 41Q: 3 clusters Score -916560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -916569.187500 Penalty: 4551.428223
	Iteration 42Q: 3 clusters Score -916569.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -916575.750000 Penalty: 4551.428223
	Iteration 43Q: 3 clusters Score -916575.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -916580.250000 Penalty: 4551.428223
	Iteration 44Q: 3 clusters Score -916580.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -916585.687500 Penalty: 4551.428223
	Iteration 45Q: 3 clusters Score -916585.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -916587.187500 Penalty: 4551.428223
	Iteration 46Q: 3 clusters Score -916587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -916586.125000 Penalty: 4551.428223
	Iteration 47Q: 3 clusters Score -916586.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -916587.812500 Penalty: 4551.428223
	Iteration 48Q: 3 clusters Score -916587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -916593.312500 Penalty: 4551.428223
	Iteration 49Q: 3 clusters Score -916593.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -916597.937500 Penalty: 4551.428223
	Iteration 50Q: 3 clusters Score -916597.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -916598.812500 Penalty: 4551.428223
	Iteration 51Q: 3 clusters Score -916598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -916598.750000 Penalty: 4551.428223
	Iteration 52Q: 3 clusters Score -916598.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -916599.125000 Penalty: 4551.428223
	Iteration 53Q: 3 clusters Score -916599.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -916599.125000 Penalty: 4551.428223
	Iteration 54F: 3 clusters Score -916599.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (229859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229859 members 
Entering Unmasked Estep 
Score: -22612348.000000 Penalty: 3061.614990
	Iteration 0F: 2 clusters Score -2.261235e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114696 members 
Mstep: Class 2 contains 115163 members 
Entering Unmasked Estep 
Score: -22458134.000000 Penalty: 6123.229980
	Iteration 0F: 3 clusters Score -2.245813e+07 nChanged 111149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109439 members 
Mstep: Class 2 contains 120420 members 
Entering Unmasked Estep 
Score: -22523298.000000 Penalty: 6123.229980
	Iteration 1F: 3 clusters Score -2.25233e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106135 members 
Mstep: Class 2 contains 123724 members 
Entering Unmasked Estep 
Score: -22524404.000000 Penalty: 6123.229980
	Iteration 2Q: 3 clusters Score -2.25244e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101019 members 
Mstep: Class 2 contains 128840 members 
Entering Unmasked Estep 
Score: -22526098.000000 Penalty: 6123.229980
	Iteration 3Q: 3 clusters Score -2.25261e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93169 members 
Mstep: Class 2 contains 136690 members 
Entering Unmasked Estep 
Score: -22529128.000000 Penalty: 6123.229980
	Iteration 4Q: 3 clusters Score -2.252913e+07 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81292 members 
Mstep: Class 2 contains 148567 members 
Entering Unmasked Estep 
Score: -22535208.000000 Penalty: 6123.229980
	Iteration 5F: 3 clusters Score -2.253521e+07 nChanged 17345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 165776 members 
Entering Unmasked Estep 
Score: -22547538.000000 Penalty: 6123.229980
	Iteration 6F: 3 clusters Score -2.254754e+07 nChanged 21778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 187492 members 
Entering Unmasked Estep 
Score: -22567100.000000 Penalty: 6123.229980
	Iteration 7F: 3 clusters Score -2.25671e+07 nChanged 21131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 208589 members 
Entering Unmasked Estep 
Score: -22588622.000000 Penalty: 6123.229980
	Iteration 8F: 3 clusters Score -2.258862e+07 nChanged 13222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 221781 members 
Entering Unmasked Estep 
Score: -22602016.000000 Penalty: 6123.229980
	Iteration 9F: 3 clusters Score -2.260202e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 227106 members 
Entering Unmasked Estep 
Score: -22607062.000000 Penalty: 6123.229980
	Iteration 10Q: 3 clusters Score -2.260706e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 228789 members 
Entering Unmasked Estep 
Score: -22608798.000000 Penalty: 6123.229980
	Iteration 11Q: 3 clusters Score -2.26088e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 229267 members 
Entering Unmasked Estep 
Score: -22609374.000000 Penalty: 6123.229980
	Iteration 12Q: 3 clusters Score -2.260937e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 229380 members 
Entering Unmasked Estep 
Score: -22609512.000000 Penalty: 6123.229980
	Iteration 13Q: 3 clusters Score -2.260951e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 229426 members 
Entering Unmasked Estep 
Score: -22609612.000000 Penalty: 6123.229980
	Iteration 14Q: 3 clusters Score -2.260961e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 229448 members 
Entering Unmasked Estep 
Score: -22609656.000000 Penalty: 6123.229980
	Iteration 15Q: 3 clusters Score -2.260966e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 229467 members 
Entering Unmasked Estep 
Score: -22609698.000000 Penalty: 6123.229980
	Iteration 16Q: 3 clusters Score -2.26097e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 229475 members 
Entering Unmasked Estep 
Score: -22609716.000000 Penalty: 6123.229980
	Iteration 17Q: 3 clusters Score -2.260972e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 229482 members 
Entering Unmasked Estep 
Score: -22609740.000000 Penalty: 6123.229980
	Iteration 18Q: 3 clusters Score -2.260974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 229486 members 
Entering Unmasked Estep 
Score: -22609746.000000 Penalty: 6123.229980
	Iteration 19Q: 3 clusters Score -2.260975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 229485 members 
Entering Unmasked Estep 
Score: -22609764.000000 Penalty: 6123.229980
	Iteration 20F: 3 clusters Score -2.260976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 229485 members 
Entering Unmasked Estep 
Score: -22609770.000000 Penalty: 6123.229980
	Iteration 21Q: 3 clusters Score -2.260977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 229484 members 
Entering Unmasked Estep 
Score: -22609776.000000 Penalty: 6123.229980
	Iteration 22Q: 3 clusters Score -2.260978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 229484 members 
Entering Unmasked Estep 
Score: -22609770.000000 Penalty: 6123.229980
	Iteration 23Q: 3 clusters Score -2.260977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 229485 members 
Entering Unmasked Estep 
Score: -22609774.000000 Penalty: 6123.229980
	Iteration 24Q: 3 clusters Score -2.260977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 229486 members 
Entering Unmasked Estep 
Score: -22609780.000000 Penalty: 6123.229980
	Iteration 25Q: 3 clusters Score -2.260978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 229489 members 
Entering Unmasked Estep 
Score: -22609788.000000 Penalty: 6123.229980
	Iteration 26Q: 3 clusters Score -2.260979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 229493 members 
Entering Unmasked Estep 
Score: -22609802.000000 Penalty: 6123.229980
	Iteration 27Q: 3 clusters Score -2.26098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 229495 members 
Entering Unmasked Estep 
Score: -22609792.000000 Penalty: 6123.229980
	Iteration 28Q: 3 clusters Score -2.260979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 229496 members 
Entering Unmasked Estep 
Score: -22609802.000000 Penalty: 6123.229980
	Iteration 29Q: 3 clusters Score -2.26098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 229501 members 
Entering Unmasked Estep 
Score: -22609808.000000 Penalty: 6123.229980
	Iteration 30Q: 3 clusters Score -2.260981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 229503 members 
Entering Unmasked Estep 
Score: -22609816.000000 Penalty: 6123.229980
	Iteration 31Q: 3 clusters Score -2.260982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 229501 members 
Entering Unmasked Estep 
Score: -22609814.000000 Penalty: 6123.229980
	Iteration 32Q: 3 clusters Score -2.260981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 229499 members 
Entering Unmasked Estep 
Score: -22609804.000000 Penalty: 6123.229980
	Iteration 33Q: 3 clusters Score -2.26098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 229500 members 
Entering Unmasked Estep 
Score: -22609806.000000 Penalty: 6123.229980
	Iteration 34Q: 3 clusters Score -2.260981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 229499 members 
Entering Unmasked Estep 
Score: -22609806.000000 Penalty: 6123.229980
	Iteration 35Q: 3 clusters Score -2.260981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 229499 members 
Entering Unmasked Estep 
Score: -22609806.000000 Penalty: 6123.229980
	Iteration 36F: 3 clusters Score -2.260981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Entering Unmasked Estep 
Score: -675317.000000 Penalty: 2200.654785
	Iteration 0F: 2 clusters Score -675317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -669525.437500 Penalty: 4401.309570
	Iteration 0F: 3 clusters Score -669525.4 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -671075.687500 Penalty: 4401.309570
	Iteration 1F: 3 clusters Score -671075.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -671302.562500 Penalty: 4401.309570
	Iteration 2F: 3 clusters Score -671302.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -671446.125000 Penalty: 4401.309570
	Iteration 3Q: 3 clusters Score -671446.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -671551.687500 Penalty: 4401.309570
	Iteration 4Q: 3 clusters Score -671551.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -671655.312500 Penalty: 4401.309570
	Iteration 5Q: 3 clusters Score -671655.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -671747.062500 Penalty: 4401.309570
	Iteration 6Q: 3 clusters Score -671747.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -671817.062500 Penalty: 4401.309570
	Iteration 7Q: 3 clusters Score -671817.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -671873.625000 Penalty: 4401.309570
	Iteration 8Q: 3 clusters Score -671873.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -671935.250000 Penalty: 4401.309570
	Iteration 9Q: 3 clusters Score -671935.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -671986.500000 Penalty: 4401.309570
	Iteration 10Q: 3 clusters Score -671986.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -672032.687500 Penalty: 4401.309570
	Iteration 11Q: 3 clusters Score -672032.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -672069.062500 Penalty: 4401.309570
	Iteration 12Q: 3 clusters Score -672069.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -672103.000000 Penalty: 4401.309570
	Iteration 13Q: 3 clusters Score -672103 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -672139.125000 Penalty: 4401.309570
	Iteration 14Q: 3 clusters Score -672139.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -672187.375000 Penalty: 4401.309570
	Iteration 15Q: 3 clusters Score -672187.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -672228.812500 Penalty: 4401.309570
	Iteration 16Q: 3 clusters Score -672228.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -672264.312500 Penalty: 4401.309570
	Iteration 17Q: 3 clusters Score -672264.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -672307.562500 Penalty: 4401.309570
	Iteration 18Q: 3 clusters Score -672307.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -672350.375000 Penalty: 4401.309570
	Iteration 19Q: 3 clusters Score -672350.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -672381.687500 Penalty: 4401.309570
	Iteration 20F: 3 clusters Score -672381.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -672417.812500 Penalty: 4401.309570
	Iteration 21Q: 3 clusters Score -672417.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -672456.937500 Penalty: 4401.309570
	Iteration 22Q: 3 clusters Score -672456.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -672504.375000 Penalty: 4401.309570
	Iteration 23Q: 3 clusters Score -672504.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -672547.937500 Penalty: 4401.309570
	Iteration 24Q: 3 clusters Score -672547.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -672586.375000 Penalty: 4401.309570
	Iteration 25Q: 3 clusters Score -672586.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -672630.375000 Penalty: 4401.309570
	Iteration 26Q: 3 clusters Score -672630.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -672668.000000 Penalty: 4401.309570
	Iteration 27Q: 3 clusters Score -672668 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -672711.000000 Penalty: 4401.309570
	Iteration 28Q: 3 clusters Score -672711 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -672750.312500 Penalty: 4401.309570
	Iteration 29Q: 3 clusters Score -672750.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -672790.937500 Penalty: 4401.309570
	Iteration 30Q: 3 clusters Score -672790.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -672834.625000 Penalty: 4401.309570
	Iteration 31Q: 3 clusters Score -672834.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -672880.625000 Penalty: 4401.309570
	Iteration 32Q: 3 clusters Score -672880.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -672927.750000 Penalty: 4401.309570
	Iteration 33Q: 3 clusters Score -672927.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -672966.437500 Penalty: 4401.309570
	Iteration 34Q: 3 clusters Score -672966.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -672997.625000 Penalty: 4401.309570
	Iteration 35Q: 3 clusters Score -672997.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -673028.500000 Penalty: 4401.309570
	Iteration 36Q: 3 clusters Score -673028.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -673053.312500 Penalty: 4401.309570
	Iteration 37Q: 3 clusters Score -673053.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -673079.375000 Penalty: 4401.309570
	Iteration 38Q: 3 clusters Score -673079.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -673102.500000 Penalty: 4401.309570
	Iteration 39Q: 3 clusters Score -673102.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -673125.000000 Penalty: 4401.309570
	Iteration 40F: 3 clusters Score -673125 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -673167.750000 Penalty: 4401.309570
	Iteration 41Q: 3 clusters Score -673167.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -673207.625000 Penalty: 4401.309570
	Iteration 42Q: 3 clusters Score -673207.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -673238.375000 Penalty: 4401.309570
	Iteration 43Q: 3 clusters Score -673238.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -673259.187500 Penalty: 4401.309570
	Iteration 44Q: 3 clusters Score -673259.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -673278.625000 Penalty: 4401.309570
	Iteration 45Q: 3 clusters Score -673278.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -673295.750000 Penalty: 4401.309570
	Iteration 46Q: 3 clusters Score -673295.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -673308.375000 Penalty: 4401.309570
	Iteration 47Q: 3 clusters Score -673308.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -673329.437500 Penalty: 4401.309570
	Iteration 48Q: 3 clusters Score -673329.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -673349.187500 Penalty: 4401.309570
	Iteration 49Q: 3 clusters Score -673349.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -673368.937500 Penalty: 4401.309570
	Iteration 50Q: 3 clusters Score -673368.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -673383.750000 Penalty: 4401.309570
	Iteration 51Q: 3 clusters Score -673383.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -673395.250000 Penalty: 4401.309570
	Iteration 52Q: 3 clusters Score -673395.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -673403.750000 Penalty: 4401.309570
	Iteration 53Q: 3 clusters Score -673403.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -673415.750000 Penalty: 4401.309570
	Iteration 54Q: 3 clusters Score -673415.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -673431.562500 Penalty: 4401.309570
	Iteration 55Q: 3 clusters Score -673431.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -673444.625000 Penalty: 4401.309570
	Iteration 56Q: 3 clusters Score -673444.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -673458.000000 Penalty: 4401.309570
	Iteration 57Q: 3 clusters Score -673458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -673467.562500 Penalty: 4401.309570
	Iteration 58Q: 3 clusters Score -673467.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -673478.062500 Penalty: 4401.309570
	Iteration 59Q: 3 clusters Score -673478.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -673487.187500 Penalty: 4401.309570
	Iteration 60F: 3 clusters Score -673487.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -673498.312500 Penalty: 4401.309570
	Iteration 61Q: 3 clusters Score -673498.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -673512.062500 Penalty: 4401.309570
	Iteration 62Q: 3 clusters Score -673512.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -673527.000000 Penalty: 4401.309570
	Iteration 63Q: 3 clusters Score -673527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -673536.500000 Penalty: 4401.309570
	Iteration 64Q: 3 clusters Score -673536.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -673546.625000 Penalty: 4401.309570
	Iteration 65Q: 3 clusters Score -673546.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -673558.187500 Penalty: 4401.309570
	Iteration 66Q: 3 clusters Score -673558.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -673567.312500 Penalty: 4401.309570
	Iteration 67Q: 3 clusters Score -673567.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -673582.062500 Penalty: 4401.309570
	Iteration 68Q: 3 clusters Score -673582.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -673595.250000 Penalty: 4401.309570
	Iteration 69Q: 3 clusters Score -673595.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -673614.125000 Penalty: 4401.309570
	Iteration 70Q: 3 clusters Score -673614.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -673624.812500 Penalty: 4401.309570
	Iteration 71Q: 3 clusters Score -673624.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -673633.187500 Penalty: 4401.309570
	Iteration 72Q: 3 clusters Score -673633.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -673641.500000 Penalty: 4401.309570
	Iteration 73Q: 3 clusters Score -673641.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -673646.812500 Penalty: 4401.309570
	Iteration 74Q: 3 clusters Score -673646.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -673653.125000 Penalty: 4401.309570
	Iteration 75Q: 3 clusters Score -673653.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -673658.687500 Penalty: 4401.309570
	Iteration 76Q: 3 clusters Score -673658.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -673661.562500 Penalty: 4401.309570
	Iteration 77Q: 3 clusters Score -673661.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -673667.812500 Penalty: 4401.309570
	Iteration 78Q: 3 clusters Score -673667.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -673669.250000 Penalty: 4401.309570
	Iteration 79Q: 3 clusters Score -673669.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -673671.125000 Penalty: 4401.309570
	Iteration 80F: 3 clusters Score -673671.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -673672.937500 Penalty: 4401.309570
	Iteration 81Q: 3 clusters Score -673672.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -673674.375000 Penalty: 4401.309570
	Iteration 82Q: 3 clusters Score -673674.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -673676.000000 Penalty: 4401.309570
	Iteration 83Q: 3 clusters Score -673676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -673675.687500 Penalty: 4401.309570
	Iteration 84Q: 3 clusters Score -673675.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -673675.937500 Penalty: 4401.309570
	Iteration 85Q: 3 clusters Score -673675.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -673675.937500 Penalty: 4401.309570
	Iteration 86F: 3 clusters Score -673675.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (219560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219560 members 
Entering Unmasked Estep 
Score: -21493666.000000 Penalty: 3050.246582
	Iteration 0F: 2 clusters Score -2.149367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110176 members 
Mstep: Class 2 contains 109384 members 
Entering Unmasked Estep 
Score: -21348646.000000 Penalty: 6100.493164
	Iteration 0F: 3 clusters Score -2.134865e+07 nChanged 105812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114920 members 
Mstep: Class 2 contains 104640 members 
Entering Unmasked Estep 
Score: -21411426.000000 Penalty: 6100.493164
	Iteration 1F: 3 clusters Score -2.141143e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117548 members 
Mstep: Class 2 contains 102012 members 
Entering Unmasked Estep 
Score: -21413166.000000 Penalty: 6100.493164
	Iteration 2Q: 3 clusters Score -2.141317e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121401 members 
Mstep: Class 2 contains 98159 members 
Entering Unmasked Estep 
Score: -21415646.000000 Penalty: 6100.493164
	Iteration 3Q: 3 clusters Score -2.141565e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126950 members 
Mstep: Class 2 contains 92610 members 
Entering Unmasked Estep 
Score: -21419666.000000 Penalty: 6100.493164
	Iteration 4Q: 3 clusters Score -2.141967e+07 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134798 members 
Mstep: Class 2 contains 84762 members 
Entering Unmasked Estep 
Score: -21425990.000000 Penalty: 6100.493164
	Iteration 5Q: 3 clusters Score -2.142599e+07 nChanged 12797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145441 members 
Mstep: Class 2 contains 74119 members 
Entering Unmasked Estep 
Score: -21435364.000000 Penalty: 6100.493164
	Iteration 6F: 3 clusters Score -2.143536e+07 nChanged 14522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158503 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -21447086.000000 Penalty: 6100.493164
	Iteration 7F: 3 clusters Score -2.144709e+07 nChanged 14929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172732 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -21459080.000000 Penalty: 6100.493164
	Iteration 8F: 3 clusters Score -2.145908e+07 nChanged 13634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186166 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -21469566.000000 Penalty: 6100.493164
	Iteration 9F: 3 clusters Score -2.146957e+07 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197312 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -21477868.000000 Penalty: 6100.493164
	Iteration 10F: 3 clusters Score -2.147787e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205475 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -21483130.000000 Penalty: 6100.493164
	Iteration 11Q: 3 clusters Score -2.148313e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210820 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -21486328.000000 Penalty: 6100.493164
	Iteration 12Q: 3 clusters Score -2.148633e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213988 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -21488234.000000 Penalty: 6100.493164
	Iteration 13Q: 3 clusters Score -2.148823e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215890 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -21489272.000000 Penalty: 6100.493164
	Iteration 14Q: 3 clusters Score -2.148927e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217012 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -21489922.000000 Penalty: 6100.493164
	Iteration 15Q: 3 clusters Score -2.148992e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217662 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -21490296.000000 Penalty: 6100.493164
	Iteration 16Q: 3 clusters Score -2.14903e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218033 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -21490548.000000 Penalty: 6100.493164
	Iteration 17Q: 3 clusters Score -2.149055e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218278 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -21490700.000000 Penalty: 6100.493164
	Iteration 18Q: 3 clusters Score -2.14907e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218445 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -21490808.000000 Penalty: 6100.493164
	Iteration 19Q: 3 clusters Score -2.149081e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218547 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -21490904.000000 Penalty: 6100.493164
	Iteration 20F: 3 clusters Score -2.14909e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218630 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -21490970.000000 Penalty: 6100.493164
	Iteration 21Q: 3 clusters Score -2.149097e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218683 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -21491020.000000 Penalty: 6100.493164
	Iteration 22Q: 3 clusters Score -2.149102e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218721 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -21491062.000000 Penalty: 6100.493164
	Iteration 23Q: 3 clusters Score -2.149106e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218749 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -21491100.000000 Penalty: 6100.493164
	Iteration 24Q: 3 clusters Score -2.14911e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218764 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -21491102.000000 Penalty: 6100.493164
	Iteration 25Q: 3 clusters Score -2.14911e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218779 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -21491124.000000 Penalty: 6100.493164
	Iteration 26Q: 3 clusters Score -2.149112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218788 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -21491126.000000 Penalty: 6100.493164
	Iteration 27Q: 3 clusters Score -2.149113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218794 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -21491126.000000 Penalty: 6100.493164
	Iteration 28Q: 3 clusters Score -2.149113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218796 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -21491124.000000 Penalty: 6100.493164
	Iteration 29Q: 3 clusters Score -2.149112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218800 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -21491138.000000 Penalty: 6100.493164
	Iteration 30Q: 3 clusters Score -2.149114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218804 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -21491142.000000 Penalty: 6100.493164
	Iteration 31Q: 3 clusters Score -2.149114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218813 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -21491142.000000 Penalty: 6100.493164
	Iteration 32Q: 3 clusters Score -2.149114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218818 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -21491142.000000 Penalty: 6100.493164
	Iteration 33Q: 3 clusters Score -2.149114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218819 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -21491142.000000 Penalty: 6100.493164
	Iteration 34Q: 3 clusters Score -2.149114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218820 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -21491148.000000 Penalty: 6100.493164
	Iteration 35Q: 3 clusters Score -2.149115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218821 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -21491158.000000 Penalty: 6100.493164
	Iteration 36Q: 3 clusters Score -2.149116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218819 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -21491154.000000 Penalty: 6100.493164
	Iteration 37Q: 3 clusters Score -2.149115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218819 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -21491154.000000 Penalty: 6100.493164
	Iteration 38F: 3 clusters Score -2.149115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Entering Unmasked Estep 
Score: -558435.937500 Penalty: 2158.098877
	Iteration 0F: 2 clusters Score -558435.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -553328.187500 Penalty: 4316.197754
	Iteration 0F: 3 clusters Score -553328.2 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -554667.375000 Penalty: 4316.197754
	Iteration 1F: 3 clusters Score -554667.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -554939.000000 Penalty: 4316.197754
	Iteration 2F: 3 clusters Score -554939 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -555180.562500 Penalty: 4316.197754
	Iteration 3F: 3 clusters Score -555180.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -555454.187500 Penalty: 4316.197754
	Iteration 4F: 3 clusters Score -555454.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -555766.750000 Penalty: 4316.197754
	Iteration 5F: 3 clusters Score -555766.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -556079.375000 Penalty: 4316.197754
	Iteration 6F: 3 clusters Score -556079.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -556324.437500 Penalty: 4316.197754
	Iteration 7F: 3 clusters Score -556324.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -556503.312500 Penalty: 4316.197754
	Iteration 8Q: 3 clusters Score -556503.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -556608.000000 Penalty: 4316.197754
	Iteration 9Q: 3 clusters Score -556608 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -556686.000000 Penalty: 4316.197754
	Iteration 10Q: 3 clusters Score -556686 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -556742.250000 Penalty: 4316.197754
	Iteration 11Q: 3 clusters Score -556742.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -556790.312500 Penalty: 4316.197754
	Iteration 12Q: 3 clusters Score -556790.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -556819.750000 Penalty: 4316.197754
	Iteration 13Q: 3 clusters Score -556819.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -556848.750000 Penalty: 4316.197754
	Iteration 14Q: 3 clusters Score -556848.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -556872.625000 Penalty: 4316.197754
	Iteration 15Q: 3 clusters Score -556872.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -556889.375000 Penalty: 4316.197754
	Iteration 16Q: 3 clusters Score -556889.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -556900.750000 Penalty: 4316.197754
	Iteration 17Q: 3 clusters Score -556900.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -556908.375000 Penalty: 4316.197754
	Iteration 18Q: 3 clusters Score -556908.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -556913.375000 Penalty: 4316.197754
	Iteration 19Q: 3 clusters Score -556913.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -556919.625000 Penalty: 4316.197754
	Iteration 20F: 3 clusters Score -556919.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -556925.625000 Penalty: 4316.197754
	Iteration 21Q: 3 clusters Score -556925.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -556929.250000 Penalty: 4316.197754
	Iteration 22Q: 3 clusters Score -556929.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -556934.562500 Penalty: 4316.197754
	Iteration 23Q: 3 clusters Score -556934.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -556939.687500 Penalty: 4316.197754
	Iteration 24Q: 3 clusters Score -556939.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -556943.750000 Penalty: 4316.197754
	Iteration 25Q: 3 clusters Score -556943.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -556948.375000 Penalty: 4316.197754
	Iteration 26Q: 3 clusters Score -556948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -556949.000000 Penalty: 4316.197754
	Iteration 27Q: 3 clusters Score -556949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -556950.437500 Penalty: 4316.197754
	Iteration 28Q: 3 clusters Score -556950.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -556951.437500 Penalty: 4316.197754
	Iteration 29Q: 3 clusters Score -556951.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -556952.000000 Penalty: 4316.197754
	Iteration 30Q: 3 clusters Score -556952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -556957.312500 Penalty: 4316.197754
	Iteration 31Q: 3 clusters Score -556957.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -556960.250000 Penalty: 4316.197754
	Iteration 32Q: 3 clusters Score -556960.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -556962.312500 Penalty: 4316.197754
	Iteration 33Q: 3 clusters Score -556962.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -556963.625000 Penalty: 4316.197754
	Iteration 34Q: 3 clusters Score -556963.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -556963.687500 Penalty: 4316.197754
	Iteration 35Q: 3 clusters Score -556963.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -556963.625000 Penalty: 4316.197754
	Iteration 36Q: 3 clusters Score -556963.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -556964.375000 Penalty: 4316.197754
	Iteration 37Q: 3 clusters Score -556964.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -556965.250000 Penalty: 4316.197754
	Iteration 38Q: 3 clusters Score -556965.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -556967.750000 Penalty: 4316.197754
	Iteration 39Q: 3 clusters Score -556967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -556967.125000 Penalty: 4316.197754
	Iteration 40F: 3 clusters Score -556967.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -556968.750000 Penalty: 4316.197754
	Iteration 41Q: 3 clusters Score -556968.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -556968.687500 Penalty: 4316.197754
	Iteration 42Q: 3 clusters Score -556968.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -556971.312500 Penalty: 4316.197754
	Iteration 43Q: 3 clusters Score -556971.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -556970.750000 Penalty: 4316.197754
	Iteration 44Q: 3 clusters Score -556970.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -556971.562500 Penalty: 4316.197754
	Iteration 45Q: 3 clusters Score -556971.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -556972.375000 Penalty: 4316.197754
	Iteration 46Q: 3 clusters Score -556972.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -556974.812500 Penalty: 4316.197754
	Iteration 47Q: 3 clusters Score -556974.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -556975.312500 Penalty: 4316.197754
	Iteration 48Q: 3 clusters Score -556975.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -556977.187500 Penalty: 4316.197754
	Iteration 49Q: 3 clusters Score -556977.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -556978.562500 Penalty: 4316.197754
	Iteration 50Q: 3 clusters Score -556978.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -556978.875000 Penalty: 4316.197754
	Iteration 51Q: 3 clusters Score -556978.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -556980.437500 Penalty: 4316.197754
	Iteration 52Q: 3 clusters Score -556980.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -556980.812500 Penalty: 4316.197754
	Iteration 53Q: 3 clusters Score -556980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -556981.250000 Penalty: 4316.197754
	Iteration 54Q: 3 clusters Score -556981.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -556981.000000 Penalty: 4316.197754
	Iteration 55Q: 3 clusters Score -556981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -556981.000000 Penalty: 4316.197754
	Iteration 56F: 3 clusters Score -556981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Entering Unmasked Estep 
Score: -979433.437500 Penalty: 2290.819824
	Iteration 0F: 2 clusters Score -979433.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -971553.562500 Penalty: 4581.639648
	Iteration 0F: 3 clusters Score -971553.6 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -973922.250000 Penalty: 4581.639648
	Iteration 1F: 3 clusters Score -973922.2 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -974240.812500 Penalty: 4581.639648
	Iteration 2F: 3 clusters Score -974240.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -974486.062500 Penalty: 4581.639648
	Iteration 3F: 3 clusters Score -974486.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -974720.062500 Penalty: 4581.639648
	Iteration 4Q: 3 clusters Score -974720.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -974965.062500 Penalty: 4581.639648
	Iteration 5Q: 3 clusters Score -974965.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -975256.375000 Penalty: 4581.639648
	Iteration 6Q: 3 clusters Score -975256.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -975642.562500 Penalty: 4581.639648
	Iteration 7Q: 3 clusters Score -975642.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -976097.375000 Penalty: 4581.639648
	Iteration 8F: 3 clusters Score -976097.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -976579.062500 Penalty: 4581.639648
	Iteration 9F: 3 clusters Score -976579.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -977000.187500 Penalty: 4581.639648
	Iteration 10F: 3 clusters Score -977000.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -977353.562500 Penalty: 4581.639648
	Iteration 11Q: 3 clusters Score -977353.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -977696.437500 Penalty: 4581.639648
	Iteration 12Q: 3 clusters Score -977696.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -978017.187500 Penalty: 4581.639648
	Iteration 13Q: 3 clusters Score -978017.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -978332.500000 Penalty: 4581.639648
	Iteration 14Q: 3 clusters Score -978332.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -978565.500000 Penalty: 4581.639648
	Iteration 15Q: 3 clusters Score -978565.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -978710.562500 Penalty: 4581.639648
	Iteration 16Q: 3 clusters Score -978710.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -978814.250000 Penalty: 4581.639648
	Iteration 17Q: 3 clusters Score -978814.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -978861.437500 Penalty: 4581.639648
	Iteration 18Q: 3 clusters Score -978861.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -978873.812500 Penalty: 4581.639648
	Iteration 19Q: 3 clusters Score -978873.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -978877.000000 Penalty: 4581.639648
	Iteration 20F: 3 clusters Score -978877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -978882.375000 Penalty: 4581.639648
	Iteration 21Q: 3 clusters Score -978882.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -978880.937500 Penalty: 4581.639648
	Iteration 22Q: 3 clusters Score -978880.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -978883.500000 Penalty: 4581.639648
	Iteration 23Q: 3 clusters Score -978883.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -978883.937500 Penalty: 4581.639648
	Iteration 24Q: 3 clusters Score -978883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -978884.437500 Penalty: 4581.639648
	Iteration 25Q: 3 clusters Score -978884.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -978884.437500 Penalty: 4581.639648
	Iteration 26F: 3 clusters Score -978884.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Entering Unmasked Estep 
Score: -761612.750000 Penalty: 2230.246826
	Iteration 0F: 2 clusters Score -761612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -755144.937500 Penalty: 4460.493652
	Iteration 0F: 3 clusters Score -755144.9 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -756999.625000 Penalty: 4460.493652
	Iteration 1F: 3 clusters Score -756999.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -757286.312500 Penalty: 4460.493652
	Iteration 2F: 3 clusters Score -757286.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -757506.937500 Penalty: 4460.493652
	Iteration 3F: 3 clusters Score -757506.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -757676.812500 Penalty: 4460.493652
	Iteration 4Q: 3 clusters Score -757676.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -757805.125000 Penalty: 4460.493652
	Iteration 5Q: 3 clusters Score -757805.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -757930.375000 Penalty: 4460.493652
	Iteration 6Q: 3 clusters Score -757930.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -758024.312500 Penalty: 4460.493652
	Iteration 7Q: 3 clusters Score -758024.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -758114.812500 Penalty: 4460.493652
	Iteration 8Q: 3 clusters Score -758114.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -758202.187500 Penalty: 4460.493652
	Iteration 9Q: 3 clusters Score -758202.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -758278.750000 Penalty: 4460.493652
	Iteration 10Q: 3 clusters Score -758278.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -758369.125000 Penalty: 4460.493652
	Iteration 11Q: 3 clusters Score -758369.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -758454.687500 Penalty: 4460.493652
	Iteration 12Q: 3 clusters Score -758454.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -758535.187500 Penalty: 4460.493652
	Iteration 13Q: 3 clusters Score -758535.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -758621.312500 Penalty: 4460.493652
	Iteration 14Q: 3 clusters Score -758621.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -758713.000000 Penalty: 4460.493652
	Iteration 15Q: 3 clusters Score -758713 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -758794.812500 Penalty: 4460.493652
	Iteration 16Q: 3 clusters Score -758794.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -758869.750000 Penalty: 4460.493652
	Iteration 17Q: 3 clusters Score -758869.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -758936.875000 Penalty: 4460.493652
	Iteration 18Q: 3 clusters Score -758936.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -758999.875000 Penalty: 4460.493652
	Iteration 19Q: 3 clusters Score -758999.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -759067.312500 Penalty: 4460.493652
	Iteration 20F: 3 clusters Score -759067.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -759139.375000 Penalty: 4460.493652
	Iteration 21Q: 3 clusters Score -759139.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -759203.187500 Penalty: 4460.493652
	Iteration 22Q: 3 clusters Score -759203.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -759268.875000 Penalty: 4460.493652
	Iteration 23Q: 3 clusters Score -759268.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -759318.562500 Penalty: 4460.493652
	Iteration 24Q: 3 clusters Score -759318.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -759366.437500 Penalty: 4460.493652
	Iteration 25Q: 3 clusters Score -759366.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -759421.812500 Penalty: 4460.493652
	Iteration 26Q: 3 clusters Score -759421.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -759466.687500 Penalty: 4460.493652
	Iteration 27Q: 3 clusters Score -759466.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -759523.937500 Penalty: 4460.493652
	Iteration 28Q: 3 clusters Score -759523.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -759566.687500 Penalty: 4460.493652
	Iteration 29Q: 3 clusters Score -759566.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -759596.500000 Penalty: 4460.493652
	Iteration 30Q: 3 clusters Score -759596.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -759633.062500 Penalty: 4460.493652
	Iteration 31Q: 3 clusters Score -759633.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -759657.625000 Penalty: 4460.493652
	Iteration 32Q: 3 clusters Score -759657.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -759680.062500 Penalty: 4460.493652
	Iteration 33Q: 3 clusters Score -759680.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -759693.937500 Penalty: 4460.493652
	Iteration 34Q: 3 clusters Score -759693.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -759704.187500 Penalty: 4460.493652
	Iteration 35Q: 3 clusters Score -759704.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -759717.500000 Penalty: 4460.493652
	Iteration 36Q: 3 clusters Score -759717.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -759734.062500 Penalty: 4460.493652
	Iteration 37Q: 3 clusters Score -759734.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -759747.375000 Penalty: 4460.493652
	Iteration 38Q: 3 clusters Score -759747.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -759753.937500 Penalty: 4460.493652
	Iteration 39Q: 3 clusters Score -759753.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -759761.187500 Penalty: 4460.493652
	Iteration 40F: 3 clusters Score -759761.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -759765.000000 Penalty: 4460.493652
	Iteration 41Q: 3 clusters Score -759765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -759769.937500 Penalty: 4460.493652
	Iteration 42Q: 3 clusters Score -759769.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -759775.812500 Penalty: 4460.493652
	Iteration 43Q: 3 clusters Score -759775.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -759781.187500 Penalty: 4460.493652
	Iteration 44Q: 3 clusters Score -759781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -759785.125000 Penalty: 4460.493652
	Iteration 45Q: 3 clusters Score -759785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -759784.812500 Penalty: 4460.493652
	Iteration 46Q: 3 clusters Score -759784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -759786.187500 Penalty: 4460.493652
	Iteration 47Q: 3 clusters Score -759786.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -759786.187500 Penalty: 4460.493652
	Iteration 48F: 3 clusters Score -759786.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Entering Unmasked Estep 
Score: -2240208.750000 Penalty: 2492.637695
	Iteration 0F: 2 clusters Score -2240209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2224040.500000 Penalty: 4985.275391
	Iteration 0F: 3 clusters Score -2224040 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2229584.250000 Penalty: 4985.275391
	Iteration 1F: 3 clusters Score -2229584 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2229990.000000 Penalty: 4985.275391
	Iteration 2F: 3 clusters Score -2229990 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2230329.250000 Penalty: 4985.275391
	Iteration 3Q: 3 clusters Score -2230329 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2230633.500000 Penalty: 4985.275391
	Iteration 4Q: 3 clusters Score -2230634 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2231014.000000 Penalty: 4985.275391
	Iteration 5Q: 3 clusters Score -2231014 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2231477.250000 Penalty: 4985.275391
	Iteration 6Q: 3 clusters Score -2231477 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2232078.500000 Penalty: 4985.275391
	Iteration 7Q: 3 clusters Score -2232078 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2232827.250000 Penalty: 4985.275391
	Iteration 8F: 3 clusters Score -2232827 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2233790.000000 Penalty: 4985.275391
	Iteration 9F: 3 clusters Score -2233790 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2235029.750000 Penalty: 4985.275391
	Iteration 10F: 3 clusters Score -2235030 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2236497.500000 Penalty: 4985.275391
	Iteration 11F: 3 clusters Score -2236498 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2237884.250000 Penalty: 4985.275391
	Iteration 12Q: 3 clusters Score -2237884 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2238812.000000 Penalty: 4985.275391
	Iteration 13Q: 3 clusters Score -2238812 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2239177.750000 Penalty: 4985.275391
	Iteration 14Q: 3 clusters Score -2239178 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2239307.750000 Penalty: 4985.275391
	Iteration 15Q: 3 clusters Score -2239308 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2239362.000000 Penalty: 4985.275391
	Iteration 16Q: 3 clusters Score -2239362 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2239395.250000 Penalty: 4985.275391
	Iteration 17Q: 3 clusters Score -2239395 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2239407.250000 Penalty: 4985.275391
	Iteration 18Q: 3 clusters Score -2239407 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2239419.750000 Penalty: 4985.275391
	Iteration 19Q: 3 clusters Score -2239420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2239427.750000 Penalty: 4985.275391
	Iteration 20F: 3 clusters Score -2239428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2239428.000000 Penalty: 4985.275391
	Iteration 21Q: 3 clusters Score -2239428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2239435.750000 Penalty: 4985.275391
	Iteration 22Q: 3 clusters Score -2239436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2239435.250000 Penalty: 4985.275391
	Iteration 23Q: 3 clusters Score -2239435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2239436.000000 Penalty: 4985.275391
	Iteration 24Q: 3 clusters Score -2239436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2239434.250000 Penalty: 4985.275391
	Iteration 25Q: 3 clusters Score -2239434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2239447.500000 Penalty: 4985.275391
	Iteration 26Q: 3 clusters Score -2239448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2239456.000000 Penalty: 4985.275391
	Iteration 27Q: 3 clusters Score -2239456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2239457.250000 Penalty: 4985.275391
	Iteration 28Q: 3 clusters Score -2239457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2239454.500000 Penalty: 4985.275391
	Iteration 29Q: 3 clusters Score -2239454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2239461.000000 Penalty: 4985.275391
	Iteration 30Q: 3 clusters Score -2239461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2239458.000000 Penalty: 4985.275391
	Iteration 31Q: 3 clusters Score -2239458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2239454.750000 Penalty: 4985.275391
	Iteration 32Q: 3 clusters Score -2239455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2239459.500000 Penalty: 4985.275391
	Iteration 33Q: 3 clusters Score -2239460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2239459.250000 Penalty: 4985.275391
	Iteration 34Q: 3 clusters Score -2239459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2239463.000000 Penalty: 4985.275391
	Iteration 35Q: 3 clusters Score -2239463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2239463.250000 Penalty: 4985.275391
	Iteration 36Q: 3 clusters Score -2239463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2239463.000000 Penalty: 4985.275391
	Iteration 37Q: 3 clusters Score -2239463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2239463.250000 Penalty: 4985.275391
	Iteration 38Q: 3 clusters Score -2239463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2239465.000000 Penalty: 4985.275391
	Iteration 39Q: 3 clusters Score -2239465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2239465.000000 Penalty: 4985.275391
	Iteration 40F: 3 clusters Score -2239465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2239466.750000 Penalty: 4985.275391
	Iteration 41Q: 3 clusters Score -2239467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2239468.750000 Penalty: 4985.275391
	Iteration 42Q: 3 clusters Score -2239469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2239469.250000 Penalty: 4985.275391
	Iteration 43Q: 3 clusters Score -2239469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2239465.750000 Penalty: 4985.275391
	Iteration 44Q: 3 clusters Score -2239466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2239467.750000 Penalty: 4985.275391
	Iteration 45Q: 3 clusters Score -2239468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2239467.750000 Penalty: 4985.275391
	Iteration 46F: 3 clusters Score -2239468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Entering Unmasked Estep 
Score: -714825.875000 Penalty: 2215.450684
	Iteration 0F: 2 clusters Score -714825.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -708709.375000 Penalty: 4430.901367
	Iteration 0F: 3 clusters Score -708709.4 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -710445.000000 Penalty: 4430.901367
	Iteration 1F: 3 clusters Score -710445 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -710795.750000 Penalty: 4430.901367
	Iteration 2F: 3 clusters Score -710795.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -711109.937500 Penalty: 4430.901367
	Iteration 3F: 3 clusters Score -711109.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -711390.312500 Penalty: 4430.901367
	Iteration 4F: 3 clusters Score -711390.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -711671.875000 Penalty: 4430.901367
	Iteration 5Q: 3 clusters Score -711671.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -712005.375000 Penalty: 4430.901367
	Iteration 6Q: 3 clusters Score -712005.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -712463.687500 Penalty: 4430.901367
	Iteration 7F: 3 clusters Score -712463.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -713034.812500 Penalty: 4430.901367
	Iteration 8F: 3 clusters Score -713034.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -713527.375000 Penalty: 4430.901367
	Iteration 9Q: 3 clusters Score -713527.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -713835.875000 Penalty: 4430.901367
	Iteration 10Q: 3 clusters Score -713835.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -714024.000000 Penalty: 4430.901367
	Iteration 11Q: 3 clusters Score -714024 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -714181.937500 Penalty: 4430.901367
	Iteration 12Q: 3 clusters Score -714181.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -714327.437500 Penalty: 4430.901367
	Iteration 13Q: 3 clusters Score -714327.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -714449.687500 Penalty: 4430.901367
	Iteration 14Q: 3 clusters Score -714449.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -714524.250000 Penalty: 4430.901367
	Iteration 15Q: 3 clusters Score -714524.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -714552.875000 Penalty: 4430.901367
	Iteration 16Q: 3 clusters Score -714552.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -714569.750000 Penalty: 4430.901367
	Iteration 17Q: 3 clusters Score -714569.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -714579.875000 Penalty: 4430.901367
	Iteration 18Q: 3 clusters Score -714579.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -714585.750000 Penalty: 4430.901367
	Iteration 19Q: 3 clusters Score -714585.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -714588.937500 Penalty: 4430.901367
	Iteration 20F: 3 clusters Score -714588.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -714590.687500 Penalty: 4430.901367
	Iteration 21Q: 3 clusters Score -714590.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -714593.187500 Penalty: 4430.901367
	Iteration 22Q: 3 clusters Score -714593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -714593.625000 Penalty: 4430.901367
	Iteration 23Q: 3 clusters Score -714593.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -714593.750000 Penalty: 4430.901367
	Iteration 24Q: 3 clusters Score -714593.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -714593.750000 Penalty: 4430.901367
	Iteration 25F: 3 clusters Score -714593.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Entering Unmasked Estep 
Score: -716201.187500 Penalty: 2219.924805
	Iteration 0F: 2 clusters Score -716201.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -710019.937500 Penalty: 4439.849609
	Iteration 0F: 3 clusters Score -710019.9 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -711648.437500 Penalty: 4439.849609
	Iteration 1F: 3 clusters Score -711648.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -711948.062500 Penalty: 4439.849609
	Iteration 2F: 3 clusters Score -711948.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -712151.187500 Penalty: 4439.849609
	Iteration 3F: 3 clusters Score -712151.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -712296.687500 Penalty: 4439.849609
	Iteration 4Q: 3 clusters Score -712296.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -712436.312500 Penalty: 4439.849609
	Iteration 5Q: 3 clusters Score -712436.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -712552.312500 Penalty: 4439.849609
	Iteration 6Q: 3 clusters Score -712552.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -712672.500000 Penalty: 4439.849609
	Iteration 7Q: 3 clusters Score -712672.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -712811.375000 Penalty: 4439.849609
	Iteration 8Q: 3 clusters Score -712811.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -712978.875000 Penalty: 4439.849609
	Iteration 9Q: 3 clusters Score -712978.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -713176.750000 Penalty: 4439.849609
	Iteration 10Q: 3 clusters Score -713176.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -713372.500000 Penalty: 4439.849609
	Iteration 11Q: 3 clusters Score -713372.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -713565.500000 Penalty: 4439.849609
	Iteration 12Q: 3 clusters Score -713565.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -713822.687500 Penalty: 4439.849609
	Iteration 13Q: 3 clusters Score -713822.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -714039.312500 Penalty: 4439.849609
	Iteration 14Q: 3 clusters Score -714039.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -714247.187500 Penalty: 4439.849609
	Iteration 15Q: 3 clusters Score -714247.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -714431.375000 Penalty: 4439.849609
	Iteration 16Q: 3 clusters Score -714431.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -714567.125000 Penalty: 4439.849609
	Iteration 17Q: 3 clusters Score -714567.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -714673.062500 Penalty: 4439.849609
	Iteration 18Q: 3 clusters Score -714673.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -714764.125000 Penalty: 4439.849609
	Iteration 19Q: 3 clusters Score -714764.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -714832.250000 Penalty: 4439.849609
	Iteration 20F: 3 clusters Score -714832.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -714890.500000 Penalty: 4439.849609
	Iteration 21Q: 3 clusters Score -714890.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -714925.500000 Penalty: 4439.849609
	Iteration 22Q: 3 clusters Score -714925.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -714945.437500 Penalty: 4439.849609
	Iteration 23Q: 3 clusters Score -714945.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -714962.312500 Penalty: 4439.849609
	Iteration 24Q: 3 clusters Score -714962.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -714967.125000 Penalty: 4439.849609
	Iteration 25Q: 3 clusters Score -714967.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -714978.250000 Penalty: 4439.849609
	Iteration 26Q: 3 clusters Score -714978.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -714982.437500 Penalty: 4439.849609
	Iteration 27Q: 3 clusters Score -714982.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -714987.437500 Penalty: 4439.849609
	Iteration 28Q: 3 clusters Score -714987.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -714995.000000 Penalty: 4439.849609
	Iteration 29Q: 3 clusters Score -714995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -715001.312500 Penalty: 4439.849609
	Iteration 30Q: 3 clusters Score -715001.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -715004.250000 Penalty: 4439.849609
	Iteration 31Q: 3 clusters Score -715004.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -715008.187500 Penalty: 4439.849609
	Iteration 32Q: 3 clusters Score -715008.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -715010.875000 Penalty: 4439.849609
	Iteration 33Q: 3 clusters Score -715010.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -715015.437500 Penalty: 4439.849609
	Iteration 34Q: 3 clusters Score -715015.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -715017.562500 Penalty: 4439.849609
	Iteration 35Q: 3 clusters Score -715017.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -715017.187500 Penalty: 4439.849609
	Iteration 36Q: 3 clusters Score -715017.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -715020.000000 Penalty: 4439.849609
	Iteration 37Q: 3 clusters Score -715020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -715022.500000 Penalty: 4439.849609
	Iteration 38Q: 3 clusters Score -715022.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -715024.937500 Penalty: 4439.849609
	Iteration 39Q: 3 clusters Score -715024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -715026.687500 Penalty: 4439.849609
	Iteration 40F: 3 clusters Score -715026.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -715030.187500 Penalty: 4439.849609
	Iteration 41Q: 3 clusters Score -715030.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -715029.000000 Penalty: 4439.849609
	Iteration 42Q: 3 clusters Score -715029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -715028.750000 Penalty: 4439.849609
	Iteration 43Q: 3 clusters Score -715028.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -715029.500000 Penalty: 4439.849609
	Iteration 44Q: 3 clusters Score -715029.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -715029.812500 Penalty: 4439.849609
	Iteration 45Q: 3 clusters Score -715029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -715031.000000 Penalty: 4439.849609
	Iteration 46Q: 3 clusters Score -715031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -715034.125000 Penalty: 4439.849609
	Iteration 47Q: 3 clusters Score -715034.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -715032.000000 Penalty: 4439.849609
	Iteration 48Q: 3 clusters Score -715032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -715032.000000 Penalty: 4439.849609
	Iteration 49F: 3 clusters Score -715032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Entering Unmasked Estep 
Score: -491530.593750 Penalty: 2142.617676
	Iteration 0F: 2 clusters Score -491530.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -486590.468750 Penalty: 4285.235352
	Iteration 0F: 3 clusters Score -486590.5 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -488015.843750 Penalty: 4285.235352
	Iteration 1F: 3 clusters Score -488015.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -488461.375000 Penalty: 4285.235352
	Iteration 2F: 3 clusters Score -488461.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -488930.125000 Penalty: 4285.235352
	Iteration 3F: 3 clusters Score -488930.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -489345.968750 Penalty: 4285.235352
	Iteration 4F: 3 clusters Score -489346 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -489777.500000 Penalty: 4285.235352
	Iteration 5F: 3 clusters Score -489777.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -490161.093750 Penalty: 4285.235352
	Iteration 6F: 3 clusters Score -490161.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -490430.937500 Penalty: 4285.235352
	Iteration 7Q: 3 clusters Score -490430.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -490607.718750 Penalty: 4285.235352
	Iteration 8Q: 3 clusters Score -490607.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -490705.281250 Penalty: 4285.235352
	Iteration 9Q: 3 clusters Score -490705.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -490758.531250 Penalty: 4285.235352
	Iteration 10Q: 3 clusters Score -490758.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -490786.968750 Penalty: 4285.235352
	Iteration 11Q: 3 clusters Score -490787 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -490806.468750 Penalty: 4285.235352
	Iteration 12Q: 3 clusters Score -490806.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -490816.500000 Penalty: 4285.235352
	Iteration 13Q: 3 clusters Score -490816.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -490824.718750 Penalty: 4285.235352
	Iteration 14Q: 3 clusters Score -490824.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -490827.562500 Penalty: 4285.235352
	Iteration 15Q: 3 clusters Score -490827.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -490828.812500 Penalty: 4285.235352
	Iteration 16Q: 3 clusters Score -490828.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -490829.781250 Penalty: 4285.235352
	Iteration 17Q: 3 clusters Score -490829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -490830.312500 Penalty: 4285.235352
	Iteration 18Q: 3 clusters Score -490830.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -490830.062500 Penalty: 4285.235352
	Iteration 19Q: 3 clusters Score -490830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -490831.218750 Penalty: 4285.235352
	Iteration 20F: 3 clusters Score -490831.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -490833.875000 Penalty: 4285.235352
	Iteration 21Q: 3 clusters Score -490833.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -490834.093750 Penalty: 4285.235352
	Iteration 22Q: 3 clusters Score -490834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -490834.062500 Penalty: 4285.235352
	Iteration 23Q: 3 clusters Score -490834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -490835.687500 Penalty: 4285.235352
	Iteration 24Q: 3 clusters Score -490835.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -490835.906250 Penalty: 4285.235352
	Iteration 25Q: 3 clusters Score -490835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -490835.656250 Penalty: 4285.235352
	Iteration 26Q: 3 clusters Score -490835.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -490835.562500 Penalty: 4285.235352
	Iteration 27Q: 3 clusters Score -490835.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -490835.562500 Penalty: 4285.235352
	Iteration 28F: 3 clusters Score -490835.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Entering Unmasked Estep 
Score: -1786419.375000 Penalty: 2435.938232
	Iteration 0F: 2 clusters Score -1786419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1773216.875000 Penalty: 4871.876465
	Iteration 0F: 3 clusters Score -1773217 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1777587.375000 Penalty: 4871.876465
	Iteration 1F: 3 clusters Score -1777587 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1777975.375000 Penalty: 4871.876465
	Iteration 2F: 3 clusters Score -1777975 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1778266.125000 Penalty: 4871.876465
	Iteration 3Q: 3 clusters Score -1778266 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1778511.875000 Penalty: 4871.876465
	Iteration 4Q: 3 clusters Score -1778512 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1778736.125000 Penalty: 4871.876465
	Iteration 5Q: 3 clusters Score -1778736 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1778972.125000 Penalty: 4871.876465
	Iteration 6Q: 3 clusters Score -1778972 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1779238.500000 Penalty: 4871.876465
	Iteration 7Q: 3 clusters Score -1779238 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1779527.875000 Penalty: 4871.876465
	Iteration 8Q: 3 clusters Score -1779528 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1779827.375000 Penalty: 4871.876465
	Iteration 9Q: 3 clusters Score -1779827 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1780125.250000 Penalty: 4871.876465
	Iteration 10Q: 3 clusters Score -1780125 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1780440.500000 Penalty: 4871.876465
	Iteration 11Q: 3 clusters Score -1780440 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1780730.375000 Penalty: 4871.876465
	Iteration 12Q: 3 clusters Score -1780730 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1780982.750000 Penalty: 4871.876465
	Iteration 13Q: 3 clusters Score -1780983 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1781228.250000 Penalty: 4871.876465
	Iteration 14Q: 3 clusters Score -1781228 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1781509.250000 Penalty: 4871.876465
	Iteration 15Q: 3 clusters Score -1781509 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1781821.625000 Penalty: 4871.876465
	Iteration 16Q: 3 clusters Score -1781822 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1782227.875000 Penalty: 4871.876465
	Iteration 17Q: 3 clusters Score -1782228 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1782710.500000 Penalty: 4871.876465
	Iteration 18Q: 3 clusters Score -1782710 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1783298.500000 Penalty: 4871.876465
	Iteration 19Q: 3 clusters Score -1783298 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1784037.500000 Penalty: 4871.876465
	Iteration 20F: 3 clusters Score -1784038 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1784738.000000 Penalty: 4871.876465
	Iteration 21Q: 3 clusters Score -1784738 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1785196.000000 Penalty: 4871.876465
	Iteration 22Q: 3 clusters Score -1785196 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1785471.500000 Penalty: 4871.876465
	Iteration 23Q: 3 clusters Score -1785472 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1785639.625000 Penalty: 4871.876465
	Iteration 24Q: 3 clusters Score -1785640 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1785761.125000 Penalty: 4871.876465
	Iteration 25Q: 3 clusters Score -1785761 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1785815.625000 Penalty: 4871.876465
	Iteration 26Q: 3 clusters Score -1785816 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1785839.125000 Penalty: 4871.876465
	Iteration 27Q: 3 clusters Score -1785839 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1785845.875000 Penalty: 4871.876465
	Iteration 28Q: 3 clusters Score -1785846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1785853.000000 Penalty: 4871.876465
	Iteration 29Q: 3 clusters Score -1785853 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1785856.125000 Penalty: 4871.876465
	Iteration 30Q: 3 clusters Score -1785856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1785860.250000 Penalty: 4871.876465
	Iteration 31Q: 3 clusters Score -1785860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1785865.875000 Penalty: 4871.876465
	Iteration 32Q: 3 clusters Score -1785866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1785861.250000 Penalty: 4871.876465
	Iteration 33Q: 3 clusters Score -1785861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1785863.375000 Penalty: 4871.876465
	Iteration 34Q: 3 clusters Score -1785863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1785867.125000 Penalty: 4871.876465
	Iteration 35Q: 3 clusters Score -1785867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1785866.750000 Penalty: 4871.876465
	Iteration 36Q: 3 clusters Score -1785867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1785866.625000 Penalty: 4871.876465
	Iteration 37Q: 3 clusters Score -1785867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1785870.000000 Penalty: 4871.876465
	Iteration 38Q: 3 clusters Score -1785870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1785870.000000 Penalty: 4871.876465
	Iteration 39F: 3 clusters Score -1785870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Entering Unmasked Estep 
Score: -853935.062500 Penalty: 2251.133789
	Iteration 0F: 2 clusters Score -853935.1 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 4393 members 
Entering Unmasked Estep 
Score: -847067.937500 Penalty: 4502.267578
	Iteration 0F: 3 clusters Score -847067.9 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -848981.812500 Penalty: 4502.267578
	Iteration 1F: 3 clusters Score -848981.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -849246.812500 Penalty: 4502.267578
	Iteration 2F: 3 clusters Score -849246.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -849410.687500 Penalty: 4502.267578
	Iteration 3Q: 3 clusters Score -849410.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -849544.312500 Penalty: 4502.267578
	Iteration 4Q: 3 clusters Score -849544.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -849663.250000 Penalty: 4502.267578
	Iteration 5Q: 3 clusters Score -849663.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -849775.937500 Penalty: 4502.267578
	Iteration 6Q: 3 clusters Score -849775.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -849890.250000 Penalty: 4502.267578
	Iteration 7Q: 3 clusters Score -849890.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -849988.000000 Penalty: 4502.267578
	Iteration 8Q: 3 clusters Score -849988 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -850062.750000 Penalty: 4502.267578
	Iteration 9Q: 3 clusters Score -850062.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -850137.000000 Penalty: 4502.267578
	Iteration 10Q: 3 clusters Score -850137 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -850217.187500 Penalty: 4502.267578
	Iteration 11Q: 3 clusters Score -850217.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -850313.750000 Penalty: 4502.267578
	Iteration 12Q: 3 clusters Score -850313.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -850403.250000 Penalty: 4502.267578
	Iteration 13Q: 3 clusters Score -850403.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -850500.062500 Penalty: 4502.267578
	Iteration 14Q: 3 clusters Score -850500.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -850608.437500 Penalty: 4502.267578
	Iteration 15Q: 3 clusters Score -850608.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -850710.562500 Penalty: 4502.267578
	Iteration 16Q: 3 clusters Score -850710.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -850822.875000 Penalty: 4502.267578
	Iteration 17Q: 3 clusters Score -850822.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -850919.625000 Penalty: 4502.267578
	Iteration 18Q: 3 clusters Score -850919.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -851014.437500 Penalty: 4502.267578
	Iteration 19Q: 3 clusters Score -851014.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -851128.437500 Penalty: 4502.267578
	Iteration 20F: 3 clusters Score -851128.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -851221.937500 Penalty: 4502.267578
	Iteration 21Q: 3 clusters Score -851221.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -851292.875000 Penalty: 4502.267578
	Iteration 22Q: 3 clusters Score -851292.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -851350.125000 Penalty: 4502.267578
	Iteration 23Q: 3 clusters Score -851350.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -851397.437500 Penalty: 4502.267578
	Iteration 24Q: 3 clusters Score -851397.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -851439.312500 Penalty: 4502.267578
	Iteration 25Q: 3 clusters Score -851439.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -851471.625000 Penalty: 4502.267578
	Iteration 26Q: 3 clusters Score -851471.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -851492.812500 Penalty: 4502.267578
	Iteration 27Q: 3 clusters Score -851492.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -851508.500000 Penalty: 4502.267578
	Iteration 28Q: 3 clusters Score -851508.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -851524.125000 Penalty: 4502.267578
	Iteration 29Q: 3 clusters Score -851524.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -851537.937500 Penalty: 4502.267578
	Iteration 30Q: 3 clusters Score -851537.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -851545.937500 Penalty: 4502.267578
	Iteration 31Q: 3 clusters Score -851545.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -851555.062500 Penalty: 4502.267578
	Iteration 32Q: 3 clusters Score -851555.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -851557.500000 Penalty: 4502.267578
	Iteration 33Q: 3 clusters Score -851557.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -851562.375000 Penalty: 4502.267578
	Iteration 34Q: 3 clusters Score -851562.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -851564.687500 Penalty: 4502.267578
	Iteration 35Q: 3 clusters Score -851564.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -851569.437500 Penalty: 4502.267578
	Iteration 36Q: 3 clusters Score -851569.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -851572.000000 Penalty: 4502.267578
	Iteration 37Q: 3 clusters Score -851572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -851574.687500 Penalty: 4502.267578
	Iteration 38Q: 3 clusters Score -851574.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -851575.500000 Penalty: 4502.267578
	Iteration 39Q: 3 clusters Score -851575.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -851576.062500 Penalty: 4502.267578
	Iteration 40F: 3 clusters Score -851576.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -851576.437500 Penalty: 4502.267578
	Iteration 41Q: 3 clusters Score -851576.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -851576.125000 Penalty: 4502.267578
	Iteration 42Q: 3 clusters Score -851576.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -851576.000000 Penalty: 4502.267578
	Iteration 43Q: 3 clusters Score -851576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -851576.062500 Penalty: 4502.267578
	Iteration 44Q: 3 clusters Score -851576.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -851576.187500 Penalty: 4502.267578
	Iteration 45Q: 3 clusters Score -851576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -851576.250000 Penalty: 4502.267578
	Iteration 46Q: 3 clusters Score -851576.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -851577.937500 Penalty: 4502.267578
	Iteration 47Q: 3 clusters Score -851577.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -851577.500000 Penalty: 4502.267578
	Iteration 48Q: 3 clusters Score -851577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -851579.125000 Penalty: 4502.267578
	Iteration 49Q: 3 clusters Score -851579.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -851579.125000 Penalty: 4502.267578
	Iteration 50F: 3 clusters Score -851579.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Entering Unmasked Estep 
Score: -677935.562500 Penalty: 2202.833252
	Iteration 0F: 2 clusters Score -677935.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -671946.437500 Penalty: 4405.666504
	Iteration 0F: 3 clusters Score -671946.4 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -673462.437500 Penalty: 4405.666504
	Iteration 1F: 3 clusters Score -673462.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -673730.437500 Penalty: 4405.666504
	Iteration 2F: 3 clusters Score -673730.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -673939.562500 Penalty: 4405.666504
	Iteration 3F: 3 clusters Score -673939.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -674111.437500 Penalty: 4405.666504
	Iteration 4Q: 3 clusters Score -674111.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -674260.875000 Penalty: 4405.666504
	Iteration 5Q: 3 clusters Score -674260.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -674394.062500 Penalty: 4405.666504
	Iteration 6Q: 3 clusters Score -674394.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -674536.000000 Penalty: 4405.666504
	Iteration 7Q: 3 clusters Score -674536 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -674657.437500 Penalty: 4405.666504
	Iteration 8Q: 3 clusters Score -674657.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -674784.187500 Penalty: 4405.666504
	Iteration 9Q: 3 clusters Score -674784.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -674929.250000 Penalty: 4405.666504
	Iteration 10Q: 3 clusters Score -674929.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -675053.937500 Penalty: 4405.666504
	Iteration 11Q: 3 clusters Score -675053.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -675161.625000 Penalty: 4405.666504
	Iteration 12Q: 3 clusters Score -675161.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -675266.562500 Penalty: 4405.666504
	Iteration 13Q: 3 clusters Score -675266.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -675372.000000 Penalty: 4405.666504
	Iteration 14Q: 3 clusters Score -675372 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -675495.375000 Penalty: 4405.666504
	Iteration 15Q: 3 clusters Score -675495.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -675624.187500 Penalty: 4405.666504
	Iteration 16Q: 3 clusters Score -675624.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -675734.062500 Penalty: 4405.666504
	Iteration 17Q: 3 clusters Score -675734.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -675836.875000 Penalty: 4405.666504
	Iteration 18Q: 3 clusters Score -675836.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -675919.687500 Penalty: 4405.666504
	Iteration 19Q: 3 clusters Score -675919.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -675988.187500 Penalty: 4405.666504
	Iteration 20F: 3 clusters Score -675988.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -676043.000000 Penalty: 4405.666504
	Iteration 21Q: 3 clusters Score -676043 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -676078.312500 Penalty: 4405.666504
	Iteration 22Q: 3 clusters Score -676078.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -676117.812500 Penalty: 4405.666504
	Iteration 23Q: 3 clusters Score -676117.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -676146.875000 Penalty: 4405.666504
	Iteration 24Q: 3 clusters Score -676146.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -676181.875000 Penalty: 4405.666504
	Iteration 25Q: 3 clusters Score -676181.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -676208.500000 Penalty: 4405.666504
	Iteration 26Q: 3 clusters Score -676208.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -676223.750000 Penalty: 4405.666504
	Iteration 27Q: 3 clusters Score -676223.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -676230.875000 Penalty: 4405.666504
	Iteration 28Q: 3 clusters Score -676230.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -676239.750000 Penalty: 4405.666504
	Iteration 29Q: 3 clusters Score -676239.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -676245.812500 Penalty: 4405.666504
	Iteration 30Q: 3 clusters Score -676245.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -676254.812500 Penalty: 4405.666504
	Iteration 31Q: 3 clusters Score -676254.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -676257.500000 Penalty: 4405.666504
	Iteration 32Q: 3 clusters Score -676257.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -676258.500000 Penalty: 4405.666504
	Iteration 33Q: 3 clusters Score -676258.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -676261.250000 Penalty: 4405.666504
	Iteration 34Q: 3 clusters Score -676261.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -676265.250000 Penalty: 4405.666504
	Iteration 35Q: 3 clusters Score -676265.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -676269.562500 Penalty: 4405.666504
	Iteration 36Q: 3 clusters Score -676269.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -676270.875000 Penalty: 4405.666504
	Iteration 37Q: 3 clusters Score -676270.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -676274.437500 Penalty: 4405.666504
	Iteration 38Q: 3 clusters Score -676274.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -676276.687500 Penalty: 4405.666504
	Iteration 39Q: 3 clusters Score -676276.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -676278.000000 Penalty: 4405.666504
	Iteration 40F: 3 clusters Score -676278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -676276.875000 Penalty: 4405.666504
	Iteration 41Q: 3 clusters Score -676276.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -676280.625000 Penalty: 4405.666504
	Iteration 42Q: 3 clusters Score -676280.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -676284.812500 Penalty: 4405.666504
	Iteration 43Q: 3 clusters Score -676284.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -676287.312500 Penalty: 4405.666504
	Iteration 44Q: 3 clusters Score -676287.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -676289.500000 Penalty: 4405.666504
	Iteration 45Q: 3 clusters Score -676289.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -676293.000000 Penalty: 4405.666504
	Iteration 46Q: 3 clusters Score -676293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -676296.750000 Penalty: 4405.666504
	Iteration 47Q: 3 clusters Score -676296.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -676296.750000 Penalty: 4405.666504
	Iteration 48Q: 3 clusters Score -676296.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -676299.062500 Penalty: 4405.666504
	Iteration 49Q: 3 clusters Score -676299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -676299.750000 Penalty: 4405.666504
	Iteration 50Q: 3 clusters Score -676299.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -676300.500000 Penalty: 4405.666504
	Iteration 51Q: 3 clusters Score -676300.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -676304.000000 Penalty: 4405.666504
	Iteration 52Q: 3 clusters Score -676304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -676305.812500 Penalty: 4405.666504
	Iteration 53Q: 3 clusters Score -676305.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -676307.625000 Penalty: 4405.666504
	Iteration 54Q: 3 clusters Score -676307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -676309.062500 Penalty: 4405.666504
	Iteration 55Q: 3 clusters Score -676309.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -676309.000000 Penalty: 4405.666504
	Iteration 56Q: 3 clusters Score -676309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -676309.562500 Penalty: 4405.666504
	Iteration 57Q: 3 clusters Score -676309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -676310.000000 Penalty: 4405.666504
	Iteration 58Q: 3 clusters Score -676310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -676309.750000 Penalty: 4405.666504
	Iteration 59Q: 3 clusters Score -676309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -676309.750000 Penalty: 4405.666504
	Iteration 60F: 3 clusters Score -676309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -676310.187500 Penalty: 4405.666504
	Iteration 61Q: 3 clusters Score -676310.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -676310.187500 Penalty: 4405.666504
	Iteration 62F: 3 clusters Score -676310.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Entering Unmasked Estep 
Score: -408021.750000 Penalty: 2078.807861
	Iteration 0F: 2 clusters Score -408021.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -403867.906250 Penalty: 4157.615723
	Iteration 0F: 3 clusters Score -403867.9 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -404803.218750 Penalty: 4157.615723
	Iteration 1F: 3 clusters Score -404803.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -405011.312500 Penalty: 4157.615723
	Iteration 2F: 3 clusters Score -405011.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -405139.375000 Penalty: 4157.615723
	Iteration 3F: 3 clusters Score -405139.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -405220.343750 Penalty: 4157.615723
	Iteration 4Q: 3 clusters Score -405220.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -405280.406250 Penalty: 4157.615723
	Iteration 5Q: 3 clusters Score -405280.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -405329.062500 Penalty: 4157.615723
	Iteration 6Q: 3 clusters Score -405329.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -405369.656250 Penalty: 4157.615723
	Iteration 7Q: 3 clusters Score -405369.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -405398.031250 Penalty: 4157.615723
	Iteration 8Q: 3 clusters Score -405398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -405427.843750 Penalty: 4157.615723
	Iteration 9Q: 3 clusters Score -405427.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -405452.593750 Penalty: 4157.615723
	Iteration 10Q: 3 clusters Score -405452.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -405470.968750 Penalty: 4157.615723
	Iteration 11Q: 3 clusters Score -405471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -405486.906250 Penalty: 4157.615723
	Iteration 12Q: 3 clusters Score -405486.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -405504.656250 Penalty: 4157.615723
	Iteration 13Q: 3 clusters Score -405504.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -405520.281250 Penalty: 4157.615723
	Iteration 14Q: 3 clusters Score -405520.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -405535.625000 Penalty: 4157.615723
	Iteration 15Q: 3 clusters Score -405535.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -405545.062500 Penalty: 4157.615723
	Iteration 16Q: 3 clusters Score -405545.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -405554.187500 Penalty: 4157.615723
	Iteration 17Q: 3 clusters Score -405554.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -405561.187500 Penalty: 4157.615723
	Iteration 18Q: 3 clusters Score -405561.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -405568.718750 Penalty: 4157.615723
	Iteration 19Q: 3 clusters Score -405568.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -405576.031250 Penalty: 4157.615723
	Iteration 20F: 3 clusters Score -405576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -405582.000000 Penalty: 4157.615723
	Iteration 21Q: 3 clusters Score -405582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -405587.187500 Penalty: 4157.615723
	Iteration 22Q: 3 clusters Score -405587.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -405589.250000 Penalty: 4157.615723
	Iteration 23Q: 3 clusters Score -405589.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -405591.343750 Penalty: 4157.615723
	Iteration 24Q: 3 clusters Score -405591.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -405596.937500 Penalty: 4157.615723
	Iteration 25Q: 3 clusters Score -405596.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -405600.781250 Penalty: 4157.615723
	Iteration 26Q: 3 clusters Score -405600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -405603.312500 Penalty: 4157.615723
	Iteration 27Q: 3 clusters Score -405603.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -405606.468750 Penalty: 4157.615723
	Iteration 28Q: 3 clusters Score -405606.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -405609.375000 Penalty: 4157.615723
	Iteration 29Q: 3 clusters Score -405609.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -405614.562500 Penalty: 4157.615723
	Iteration 30Q: 3 clusters Score -405614.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -405624.093750 Penalty: 4157.615723
	Iteration 31Q: 3 clusters Score -405624.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -405631.062500 Penalty: 4157.615723
	Iteration 32Q: 3 clusters Score -405631.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -405638.718750 Penalty: 4157.615723
	Iteration 33Q: 3 clusters Score -405638.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -405647.187500 Penalty: 4157.615723
	Iteration 34Q: 3 clusters Score -405647.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -405653.125000 Penalty: 4157.615723
	Iteration 35Q: 3 clusters Score -405653.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -405657.968750 Penalty: 4157.615723
	Iteration 36Q: 3 clusters Score -405658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -405658.531250 Penalty: 4157.615723
	Iteration 37Q: 3 clusters Score -405658.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -405660.687500 Penalty: 4157.615723
	Iteration 38Q: 3 clusters Score -405660.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -405662.187500 Penalty: 4157.615723
	Iteration 39Q: 3 clusters Score -405662.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -405666.500000 Penalty: 4157.615723
	Iteration 40F: 3 clusters Score -405666.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -405671.062500 Penalty: 4157.615723
	Iteration 41Q: 3 clusters Score -405671.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -405678.062500 Penalty: 4157.615723
	Iteration 42Q: 3 clusters Score -405678.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -405683.687500 Penalty: 4157.615723
	Iteration 43Q: 3 clusters Score -405683.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -405691.906250 Penalty: 4157.615723
	Iteration 44Q: 3 clusters Score -405691.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -405697.843750 Penalty: 4157.615723
	Iteration 45Q: 3 clusters Score -405697.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -405701.531250 Penalty: 4157.615723
	Iteration 46Q: 3 clusters Score -405701.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -405705.375000 Penalty: 4157.615723
	Iteration 47Q: 3 clusters Score -405705.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -405707.500000 Penalty: 4157.615723
	Iteration 48Q: 3 clusters Score -405707.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -405714.750000 Penalty: 4157.615723
	Iteration 49Q: 3 clusters Score -405714.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -405724.656250 Penalty: 4157.615723
	Iteration 50Q: 3 clusters Score -405724.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -405734.875000 Penalty: 4157.615723
	Iteration 51Q: 3 clusters Score -405734.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -405743.218750 Penalty: 4157.615723
	Iteration 52Q: 3 clusters Score -405743.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -405758.281250 Penalty: 4157.615723
	Iteration 53Q: 3 clusters Score -405758.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -405770.218750 Penalty: 4157.615723
	Iteration 54Q: 3 clusters Score -405770.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -405780.843750 Penalty: 4157.615723
	Iteration 55Q: 3 clusters Score -405780.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -405788.000000 Penalty: 4157.615723
	Iteration 56Q: 3 clusters Score -405788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -405794.156250 Penalty: 4157.615723
	Iteration 57Q: 3 clusters Score -405794.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -405801.968750 Penalty: 4157.615723
	Iteration 58Q: 3 clusters Score -405802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -405809.687500 Penalty: 4157.615723
	Iteration 59Q: 3 clusters Score -405809.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -405819.093750 Penalty: 4157.615723
	Iteration 60F: 3 clusters Score -405819.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -405824.031250 Penalty: 4157.615723
	Iteration 61Q: 3 clusters Score -405824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -405828.468750 Penalty: 4157.615723
	Iteration 62Q: 3 clusters Score -405828.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -405834.312500 Penalty: 4157.615723
	Iteration 63Q: 3 clusters Score -405834.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -405839.687500 Penalty: 4157.615723
	Iteration 64Q: 3 clusters Score -405839.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -405842.093750 Penalty: 4157.615723
	Iteration 65Q: 3 clusters Score -405842.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -405843.875000 Penalty: 4157.615723
	Iteration 66Q: 3 clusters Score -405843.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -405846.812500 Penalty: 4157.615723
	Iteration 67Q: 3 clusters Score -405846.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -405850.625000 Penalty: 4157.615723
	Iteration 68Q: 3 clusters Score -405850.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -405852.468750 Penalty: 4157.615723
	Iteration 69Q: 3 clusters Score -405852.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -405854.562500 Penalty: 4157.615723
	Iteration 70Q: 3 clusters Score -405854.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -405855.781250 Penalty: 4157.615723
	Iteration 71Q: 3 clusters Score -405855.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -405857.656250 Penalty: 4157.615723
	Iteration 72Q: 3 clusters Score -405857.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -405859.437500 Penalty: 4157.615723
	Iteration 73Q: 3 clusters Score -405859.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -405861.000000 Penalty: 4157.615723
	Iteration 74Q: 3 clusters Score -405861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -405864.125000 Penalty: 4157.615723
	Iteration 75Q: 3 clusters Score -405864.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -405865.562500 Penalty: 4157.615723
	Iteration 76Q: 3 clusters Score -405865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -405866.718750 Penalty: 4157.615723
	Iteration 77Q: 3 clusters Score -405866.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -405867.875000 Penalty: 4157.615723
	Iteration 78Q: 3 clusters Score -405867.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -405871.343750 Penalty: 4157.615723
	Iteration 79Q: 3 clusters Score -405871.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -405874.656250 Penalty: 4157.615723
	Iteration 80F: 3 clusters Score -405874.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -405879.281250 Penalty: 4157.615723
	Iteration 81Q: 3 clusters Score -405879.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -405882.125000 Penalty: 4157.615723
	Iteration 82Q: 3 clusters Score -405882.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -405887.812500 Penalty: 4157.615723
	Iteration 83Q: 3 clusters Score -405887.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -405892.937500 Penalty: 4157.615723
	Iteration 84Q: 3 clusters Score -405892.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -405895.062500 Penalty: 4157.615723
	Iteration 85Q: 3 clusters Score -405895.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -405900.906250 Penalty: 4157.615723
	Iteration 86Q: 3 clusters Score -405900.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -405908.406250 Penalty: 4157.615723
	Iteration 87Q: 3 clusters Score -405908.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -405914.468750 Penalty: 4157.615723
	Iteration 88Q: 3 clusters Score -405914.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -405921.125000 Penalty: 4157.615723
	Iteration 89Q: 3 clusters Score -405921.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -405926.593750 Penalty: 4157.615723
	Iteration 90Q: 3 clusters Score -405926.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -405931.250000 Penalty: 4157.615723
	Iteration 91Q: 3 clusters Score -405931.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -405938.312500 Penalty: 4157.615723
	Iteration 92Q: 3 clusters Score -405938.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -405942.718750 Penalty: 4157.615723
	Iteration 93Q: 3 clusters Score -405942.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -405946.375000 Penalty: 4157.615723
	Iteration 94Q: 3 clusters Score -405946.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -405949.906250 Penalty: 4157.615723
	Iteration 95Q: 3 clusters Score -405949.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -405950.812500 Penalty: 4157.615723
	Iteration 96Q: 3 clusters Score -405950.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -405951.843750 Penalty: 4157.615723
	Iteration 97Q: 3 clusters Score -405951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -405953.500000 Penalty: 4157.615723
	Iteration 98Q: 3 clusters Score -405953.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -405955.312500 Penalty: 4157.615723
	Iteration 99Q: 3 clusters Score -405955.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -405959.218750 Penalty: 4157.615723
	Iteration 100F: 3 clusters Score -405959.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -405960.593750 Penalty: 4157.615723
	Iteration 101Q: 3 clusters Score -405960.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -405962.468750 Penalty: 4157.615723
	Iteration 102Q: 3 clusters Score -405962.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -405964.187500 Penalty: 4157.615723
	Iteration 103Q: 3 clusters Score -405964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -405964.562500 Penalty: 4157.615723
	Iteration 104Q: 3 clusters Score -405964.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -405964.468750 Penalty: 4157.615723
	Iteration 105Q: 3 clusters Score -405964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -405965.156250 Penalty: 4157.615723
	Iteration 106Q: 3 clusters Score -405965.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -405966.468750 Penalty: 4157.615723
	Iteration 107Q: 3 clusters Score -405966.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -405968.750000 Penalty: 4157.615723
	Iteration 108Q: 3 clusters Score -405968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -405969.187500 Penalty: 4157.615723
	Iteration 109Q: 3 clusters Score -405969.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -405969.187500 Penalty: 4157.615723
	Iteration 110F: 3 clusters Score -405969.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Entering Unmasked Estep 
Score: -1511691.125000 Penalty: 2392.819580
	Iteration 0F: 2 clusters Score -1511691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1500557.375000 Penalty: 4785.639160
	Iteration 0F: 3 clusters Score -1500557 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1504143.125000 Penalty: 4785.639160
	Iteration 1F: 3 clusters Score -1504143 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1504507.375000 Penalty: 4785.639160
	Iteration 2F: 3 clusters Score -1504507 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1504795.500000 Penalty: 4785.639160
	Iteration 3Q: 3 clusters Score -1504796 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1505077.875000 Penalty: 4785.639160
	Iteration 4Q: 3 clusters Score -1505078 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1505314.750000 Penalty: 4785.639160
	Iteration 5Q: 3 clusters Score -1505315 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1505554.500000 Penalty: 4785.639160
	Iteration 6Q: 3 clusters Score -1505554 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1505787.500000 Penalty: 4785.639160
	Iteration 7Q: 3 clusters Score -1505788 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1506090.625000 Penalty: 4785.639160
	Iteration 8Q: 3 clusters Score -1506091 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1506475.250000 Penalty: 4785.639160
	Iteration 9Q: 3 clusters Score -1506475 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1507035.500000 Penalty: 4785.639160
	Iteration 10Q: 3 clusters Score -1507036 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1507830.250000 Penalty: 4785.639160
	Iteration 11F: 3 clusters Score -1507830 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1508921.250000 Penalty: 4785.639160
	Iteration 12F: 3 clusters Score -1508921 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1510073.875000 Penalty: 4785.639160
	Iteration 13F: 3 clusters Score -1510074 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1510910.500000 Penalty: 4785.639160
	Iteration 14Q: 3 clusters Score -1510910 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1511314.125000 Penalty: 4785.639160
	Iteration 15Q: 3 clusters Score -1511314 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1511472.375000 Penalty: 4785.639160
	Iteration 16Q: 3 clusters Score -1511472 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1511514.250000 Penalty: 4785.639160
	Iteration 17Q: 3 clusters Score -1511514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1511535.875000 Penalty: 4785.639160
	Iteration 18Q: 3 clusters Score -1511536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1511539.875000 Penalty: 4785.639160
	Iteration 19Q: 3 clusters Score -1511540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1511549.000000 Penalty: 4785.639160
	Iteration 20F: 3 clusters Score -1511549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1511551.250000 Penalty: 4785.639160
	Iteration 21Q: 3 clusters Score -1511551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1511553.625000 Penalty: 4785.639160
	Iteration 22Q: 3 clusters Score -1511554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1511552.750000 Penalty: 4785.639160
	Iteration 23Q: 3 clusters Score -1511553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1511551.000000 Penalty: 4785.639160
	Iteration 24Q: 3 clusters Score -1511551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1511551.375000 Penalty: 4785.639160
	Iteration 25Q: 3 clusters Score -1511551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1511553.000000 Penalty: 4785.639160
	Iteration 26Q: 3 clusters Score -1511553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1511552.750000 Penalty: 4785.639160
	Iteration 27Q: 3 clusters Score -1511553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1511554.500000 Penalty: 4785.639160
	Iteration 28Q: 3 clusters Score -1511554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1511555.125000 Penalty: 4785.639160
	Iteration 29Q: 3 clusters Score -1511555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1511553.875000 Penalty: 4785.639160
	Iteration 30Q: 3 clusters Score -1511554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1511552.375000 Penalty: 4785.639160
	Iteration 31Q: 3 clusters Score -1511552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1511552.375000 Penalty: 4785.639160
	Iteration 32F: 3 clusters Score -1511552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Entering Unmasked Estep 
Score: -534878.312500 Penalty: 2147.441895
	Iteration 0F: 2 clusters Score -534878.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -529905.812500 Penalty: 4294.883789
	Iteration 0F: 3 clusters Score -529905.8 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -531175.125000 Penalty: 4294.883789
	Iteration 1F: 3 clusters Score -531175.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -531485.875000 Penalty: 4294.883789
	Iteration 2F: 3 clusters Score -531485.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -531787.375000 Penalty: 4294.883789
	Iteration 3F: 3 clusters Score -531787.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -532172.312500 Penalty: 4294.883789
	Iteration 4F: 3 clusters Score -532172.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -532546.687500 Penalty: 4294.883789
	Iteration 5F: 3 clusters Score -532546.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -532836.187500 Penalty: 4294.883789
	Iteration 6F: 3 clusters Score -532836.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -533030.875000 Penalty: 4294.883789
	Iteration 7Q: 3 clusters Score -533030.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -533156.187500 Penalty: 4294.883789
	Iteration 8Q: 3 clusters Score -533156.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -533256.750000 Penalty: 4294.883789
	Iteration 9Q: 3 clusters Score -533256.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -533339.875000 Penalty: 4294.883789
	Iteration 10Q: 3 clusters Score -533339.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -533415.875000 Penalty: 4294.883789
	Iteration 11Q: 3 clusters Score -533415.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -533463.250000 Penalty: 4294.883789
	Iteration 12Q: 3 clusters Score -533463.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -533488.125000 Penalty: 4294.883789
	Iteration 13Q: 3 clusters Score -533488.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -533511.562500 Penalty: 4294.883789
	Iteration 14Q: 3 clusters Score -533511.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -533523.250000 Penalty: 4294.883789
	Iteration 15Q: 3 clusters Score -533523.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -533531.375000 Penalty: 4294.883789
	Iteration 16Q: 3 clusters Score -533531.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -533535.312500 Penalty: 4294.883789
	Iteration 17Q: 3 clusters Score -533535.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -533538.125000 Penalty: 4294.883789
	Iteration 18Q: 3 clusters Score -533538.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -533540.562500 Penalty: 4294.883789
	Iteration 19Q: 3 clusters Score -533540.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -533541.625000 Penalty: 4294.883789
	Iteration 20F: 3 clusters Score -533541.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -533542.687500 Penalty: 4294.883789
	Iteration 21Q: 3 clusters Score -533542.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -533542.687500 Penalty: 4294.883789
	Iteration 22F: 3 clusters Score -533542.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Entering Unmasked Estep 
Score: -1841424.125000 Penalty: 2439.516357
	Iteration 0F: 2 clusters Score -1841424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1828093.625000 Penalty: 4879.032715
	Iteration 0F: 3 clusters Score -1828094 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1832367.375000 Penalty: 4879.032715
	Iteration 1F: 3 clusters Score -1832367 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1832706.625000 Penalty: 4879.032715
	Iteration 2F: 3 clusters Score -1832707 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1832996.500000 Penalty: 4879.032715
	Iteration 3Q: 3 clusters Score -1832996 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1833272.500000 Penalty: 4879.032715
	Iteration 4Q: 3 clusters Score -1833272 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1833517.000000 Penalty: 4879.032715
	Iteration 5Q: 3 clusters Score -1833517 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1833756.750000 Penalty: 4879.032715
	Iteration 6Q: 3 clusters Score -1833757 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1833994.125000 Penalty: 4879.032715
	Iteration 7Q: 3 clusters Score -1833994 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1834261.250000 Penalty: 4879.032715
	Iteration 8Q: 3 clusters Score -1834261 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1834562.250000 Penalty: 4879.032715
	Iteration 9Q: 3 clusters Score -1834562 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1834895.875000 Penalty: 4879.032715
	Iteration 10Q: 3 clusters Score -1834896 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1835282.250000 Penalty: 4879.032715
	Iteration 11Q: 3 clusters Score -1835282 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1835759.750000 Penalty: 4879.032715
	Iteration 12Q: 3 clusters Score -1835760 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1836316.500000 Penalty: 4879.032715
	Iteration 13Q: 3 clusters Score -1836316 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1836893.625000 Penalty: 4879.032715
	Iteration 14Q: 3 clusters Score -1836894 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1837403.500000 Penalty: 4879.032715
	Iteration 15Q: 3 clusters Score -1837404 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1837786.625000 Penalty: 4879.032715
	Iteration 16Q: 3 clusters Score -1837787 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1838073.875000 Penalty: 4879.032715
	Iteration 17Q: 3 clusters Score -1838074 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1838297.125000 Penalty: 4879.032715
	Iteration 18Q: 3 clusters Score -1838297 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1838478.375000 Penalty: 4879.032715
	Iteration 19Q: 3 clusters Score -1838478 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1838613.250000 Penalty: 4879.032715
	Iteration 20F: 3 clusters Score -1838613 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1838716.500000 Penalty: 4879.032715
	Iteration 21Q: 3 clusters Score -1838716 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1838820.125000 Penalty: 4879.032715
	Iteration 22Q: 3 clusters Score -1838820 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1838913.000000 Penalty: 4879.032715
	Iteration 23Q: 3 clusters Score -1838913 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1838973.375000 Penalty: 4879.032715
	Iteration 24Q: 3 clusters Score -1838973 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1839049.500000 Penalty: 4879.032715
	Iteration 25Q: 3 clusters Score -1839050 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1839100.875000 Penalty: 4879.032715
	Iteration 26Q: 3 clusters Score -1839101 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1839131.875000 Penalty: 4879.032715
	Iteration 27Q: 3 clusters Score -1839132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1839161.750000 Penalty: 4879.032715
	Iteration 28Q: 3 clusters Score -1839162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1839180.375000 Penalty: 4879.032715
	Iteration 29Q: 3 clusters Score -1839180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1839193.500000 Penalty: 4879.032715
	Iteration 30Q: 3 clusters Score -1839194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1839204.375000 Penalty: 4879.032715
	Iteration 31Q: 3 clusters Score -1839204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1839223.375000 Penalty: 4879.032715
	Iteration 32Q: 3 clusters Score -1839223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1839234.125000 Penalty: 4879.032715
	Iteration 33Q: 3 clusters Score -1839234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1839242.750000 Penalty: 4879.032715
	Iteration 34Q: 3 clusters Score -1839243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1839247.375000 Penalty: 4879.032715
	Iteration 35Q: 3 clusters Score -1839247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1839252.500000 Penalty: 4879.032715
	Iteration 36Q: 3 clusters Score -1839252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1839253.875000 Penalty: 4879.032715
	Iteration 37Q: 3 clusters Score -1839254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1839259.375000 Penalty: 4879.032715
	Iteration 38Q: 3 clusters Score -1839259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1839262.625000 Penalty: 4879.032715
	Iteration 39Q: 3 clusters Score -1839263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1839265.625000 Penalty: 4879.032715
	Iteration 40F: 3 clusters Score -1839266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1839265.750000 Penalty: 4879.032715
	Iteration 41Q: 3 clusters Score -1839266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1839269.000000 Penalty: 4879.032715
	Iteration 42Q: 3 clusters Score -1839269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1839268.875000 Penalty: 4879.032715
	Iteration 43Q: 3 clusters Score -1839269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1839268.875000 Penalty: 4879.032715
	Iteration 44F: 3 clusters Score -1839269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (102262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102262 members 
Entering Unmasked Estep 
Score: -10079514.000000 Penalty: 2860.752930
	Iteration 0F: 2 clusters Score -1.007951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -10011235.000000 Penalty: 5721.505859
	Iteration 0F: 3 clusters Score -1.001124e+07 nChanged 48229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -10039057.000000 Penalty: 5721.505859
	Iteration 1F: 3 clusters Score -1.003906e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -10040278.000000 Penalty: 5721.505859
	Iteration 2Q: 3 clusters Score -1.004028e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 59310 members 
Entering Unmasked Estep 
Score: -10042020.000000 Penalty: 5721.505859
	Iteration 3Q: 3 clusters Score -1.004202e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 63872 members 
Entering Unmasked Estep 
Score: -10045141.000000 Penalty: 5721.505859
	Iteration 4F: 3 clusters Score -1.004514e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 70001 members 
Entering Unmasked Estep 
Score: -10050165.000000 Penalty: 5721.505859
	Iteration 5F: 3 clusters Score -1.005016e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 77269 members 
Entering Unmasked Estep 
Score: -10056861.000000 Penalty: 5721.505859
	Iteration 6F: 3 clusters Score -1.005686e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 84453 members 
Entering Unmasked Estep 
Score: -10063603.000000 Penalty: 5721.505859
	Iteration 7F: 3 clusters Score -1.00636e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 90269 members 
Entering Unmasked Estep 
Score: -10068499.000000 Penalty: 5721.505859
	Iteration 8F: 3 clusters Score -1.00685e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 94335 members 
Entering Unmasked Estep 
Score: -10071770.000000 Penalty: 5721.505859
	Iteration 9Q: 3 clusters Score -1.007177e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 97001 members 
Entering Unmasked Estep 
Score: -10073737.000000 Penalty: 5721.505859
	Iteration 10Q: 3 clusters Score -1.007374e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 98732 members 
Entering Unmasked Estep 
Score: -10074983.000000 Penalty: 5721.505859
	Iteration 11Q: 3 clusters Score -1.007498e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 99881 members 
Entering Unmasked Estep 
Score: -10075712.000000 Penalty: 5721.505859
	Iteration 12Q: 3 clusters Score -1.007571e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 100552 members 
Entering Unmasked Estep 
Score: -10076163.000000 Penalty: 5721.505859
	Iteration 13Q: 3 clusters Score -1.007616e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 100955 members 
Entering Unmasked Estep 
Score: -10076445.000000 Penalty: 5721.505859
	Iteration 14Q: 3 clusters Score -1.007644e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 101251 members 
Entering Unmasked Estep 
Score: -10076667.000000 Penalty: 5721.505859
	Iteration 15Q: 3 clusters Score -1.007667e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 101428 members 
Entering Unmasked Estep 
Score: -10076808.000000 Penalty: 5721.505859
	Iteration 16Q: 3 clusters Score -1.007681e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 101532 members 
Entering Unmasked Estep 
Score: -10076882.000000 Penalty: 5721.505859
	Iteration 17Q: 3 clusters Score -1.007688e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 101613 members 
Entering Unmasked Estep 
Score: -10076929.000000 Penalty: 5721.505859
	Iteration 18Q: 3 clusters Score -1.007693e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 101660 members 
Entering Unmasked Estep 
Score: -10076962.000000 Penalty: 5721.505859
	Iteration 19Q: 3 clusters Score -1.007696e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 101682 members 
Entering Unmasked Estep 
Score: -10076986.000000 Penalty: 5721.505859
	Iteration 20F: 3 clusters Score -1.007699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 101696 members 
Entering Unmasked Estep 
Score: -10077005.000000 Penalty: 5721.505859
	Iteration 21Q: 3 clusters Score -1.0077e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 101714 members 
Entering Unmasked Estep 
Score: -10077026.000000 Penalty: 5721.505859
	Iteration 22Q: 3 clusters Score -1.007703e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 101721 members 
Entering Unmasked Estep 
Score: -10077032.000000 Penalty: 5721.505859
	Iteration 23Q: 3 clusters Score -1.007703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 101721 members 
Entering Unmasked Estep 
Score: -10077032.000000 Penalty: 5721.505859
	Iteration 24F: 3 clusters Score -1.007703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Entering Unmasked Estep 
Score: -582127.250000 Penalty: 2168.633057
	Iteration 0F: 2 clusters Score -582127.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -576795.250000 Penalty: 4337.266113
	Iteration 0F: 3 clusters Score -576795.2 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -578170.062500 Penalty: 4337.266113
	Iteration 1F: 3 clusters Score -578170.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -578402.562500 Penalty: 4337.266113
	Iteration 2F: 3 clusters Score -578402.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -578561.125000 Penalty: 4337.266113
	Iteration 3Q: 3 clusters Score -578561.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -578683.562500 Penalty: 4337.266113
	Iteration 4Q: 3 clusters Score -578683.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -578771.125000 Penalty: 4337.266113
	Iteration 5Q: 3 clusters Score -578771.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -578826.687500 Penalty: 4337.266113
	Iteration 6Q: 3 clusters Score -578826.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -578878.437500 Penalty: 4337.266113
	Iteration 7Q: 3 clusters Score -578878.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -578922.687500 Penalty: 4337.266113
	Iteration 8Q: 3 clusters Score -578922.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -578970.500000 Penalty: 4337.266113
	Iteration 9Q: 3 clusters Score -578970.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -579025.187500 Penalty: 4337.266113
	Iteration 10Q: 3 clusters Score -579025.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -579087.812500 Penalty: 4337.266113
	Iteration 11Q: 3 clusters Score -579087.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -579165.375000 Penalty: 4337.266113
	Iteration 12Q: 3 clusters Score -579165.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -579245.687500 Penalty: 4337.266113
	Iteration 13Q: 3 clusters Score -579245.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -579341.625000 Penalty: 4337.266113
	Iteration 14Q: 3 clusters Score -579341.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -579448.750000 Penalty: 4337.266113
	Iteration 15Q: 3 clusters Score -579448.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -579545.187500 Penalty: 4337.266113
	Iteration 16Q: 3 clusters Score -579545.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -579677.000000 Penalty: 4337.266113
	Iteration 17Q: 3 clusters Score -579677 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -579821.750000 Penalty: 4337.266113
	Iteration 18Q: 3 clusters Score -579821.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -579945.000000 Penalty: 4337.266113
	Iteration 19Q: 3 clusters Score -579945 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -580062.312500 Penalty: 4337.266113
	Iteration 20F: 3 clusters Score -580062.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -580167.875000 Penalty: 4337.266113
	Iteration 21Q: 3 clusters Score -580167.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -580239.625000 Penalty: 4337.266113
	Iteration 22Q: 3 clusters Score -580239.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -580293.562500 Penalty: 4337.266113
	Iteration 23Q: 3 clusters Score -580293.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -580324.187500 Penalty: 4337.266113
	Iteration 24Q: 3 clusters Score -580324.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -580344.500000 Penalty: 4337.266113
	Iteration 25Q: 3 clusters Score -580344.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -580361.000000 Penalty: 4337.266113
	Iteration 26Q: 3 clusters Score -580361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -580374.125000 Penalty: 4337.266113
	Iteration 27Q: 3 clusters Score -580374.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -580385.187500 Penalty: 4337.266113
	Iteration 28Q: 3 clusters Score -580385.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -580392.375000 Penalty: 4337.266113
	Iteration 29Q: 3 clusters Score -580392.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -580397.062500 Penalty: 4337.266113
	Iteration 30Q: 3 clusters Score -580397.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -580402.812500 Penalty: 4337.266113
	Iteration 31Q: 3 clusters Score -580402.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -580410.125000 Penalty: 4337.266113
	Iteration 32Q: 3 clusters Score -580410.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -580417.812500 Penalty: 4337.266113
	Iteration 33Q: 3 clusters Score -580417.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -580429.437500 Penalty: 4337.266113
	Iteration 34Q: 3 clusters Score -580429.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -580441.250000 Penalty: 4337.266113
	Iteration 35Q: 3 clusters Score -580441.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -580455.625000 Penalty: 4337.266113
	Iteration 36Q: 3 clusters Score -580455.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -580468.562500 Penalty: 4337.266113
	Iteration 37Q: 3 clusters Score -580468.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -580479.250000 Penalty: 4337.266113
	Iteration 38Q: 3 clusters Score -580479.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -580487.250000 Penalty: 4337.266113
	Iteration 39Q: 3 clusters Score -580487.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -580495.750000 Penalty: 4337.266113
	Iteration 40F: 3 clusters Score -580495.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -580500.625000 Penalty: 4337.266113
	Iteration 41Q: 3 clusters Score -580500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -580501.125000 Penalty: 4337.266113
	Iteration 42Q: 3 clusters Score -580501.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -580501.125000 Penalty: 4337.266113
	Iteration 43F: 3 clusters Score -580501.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Entering Unmasked Estep 
Score: -3908315.500000 Penalty: 2649.457031
	Iteration 0F: 2 clusters Score -3908316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3878889.000000 Penalty: 5298.914062
	Iteration 0F: 3 clusters Score -3878889 nChanged 20006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3890006.250000 Penalty: 5298.914062
	Iteration 1F: 3 clusters Score -3890006 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -3890715.750000 Penalty: 5298.914062
	Iteration 2Q: 3 clusters Score -3890716 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -3891507.000000 Penalty: 5298.914062
	Iteration 3Q: 3 clusters Score -3891507 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -3892590.250000 Penalty: 5298.914062
	Iteration 4Q: 3 clusters Score -3892590 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -3893896.500000 Penalty: 5298.914062
	Iteration 5F: 3 clusters Score -3893896 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -3895584.000000 Penalty: 5298.914062
	Iteration 6F: 3 clusters Score -3895584 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3897533.750000 Penalty: 5298.914062
	Iteration 7F: 3 clusters Score -3897534 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -3899287.000000 Penalty: 5298.914062
	Iteration 8F: 3 clusters Score -3899287 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3900724.000000 Penalty: 5298.914062
	Iteration 9F: 3 clusters Score -3900724 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -3901738.000000 Penalty: 5298.914062
	Iteration 10Q: 3 clusters Score -3901738 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3902428.500000 Penalty: 5298.914062
	Iteration 11Q: 3 clusters Score -3902428 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3902903.250000 Penalty: 5298.914062
	Iteration 12Q: 3 clusters Score -3902903 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -3903320.000000 Penalty: 5298.914062
	Iteration 13Q: 3 clusters Score -3903320 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -3903684.250000 Penalty: 5298.914062
	Iteration 14Q: 3 clusters Score -3903684 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3904029.500000 Penalty: 5298.914062
	Iteration 15Q: 3 clusters Score -3904030 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3904344.000000 Penalty: 5298.914062
	Iteration 16Q: 3 clusters Score -3904344 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3904706.750000 Penalty: 5298.914062
	Iteration 17Q: 3 clusters Score -3904707 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -3904996.250000 Penalty: 5298.914062
	Iteration 18Q: 3 clusters Score -3904996 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3905234.000000 Penalty: 5298.914062
	Iteration 19Q: 3 clusters Score -3905234 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -3905480.250000 Penalty: 5298.914062
	Iteration 20F: 3 clusters Score -3905480 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3905673.750000 Penalty: 5298.914062
	Iteration 21Q: 3 clusters Score -3905674 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -3905873.500000 Penalty: 5298.914062
	Iteration 22Q: 3 clusters Score -3905874 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3906005.750000 Penalty: 5298.914062
	Iteration 23Q: 3 clusters Score -3906006 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3906147.500000 Penalty: 5298.914062
	Iteration 24Q: 3 clusters Score -3906148 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -3906238.000000 Penalty: 5298.914062
	Iteration 25Q: 3 clusters Score -3906238 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3906325.500000 Penalty: 5298.914062
	Iteration 26Q: 3 clusters Score -3906326 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3906382.250000 Penalty: 5298.914062
	Iteration 27Q: 3 clusters Score -3906382 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3906436.750000 Penalty: 5298.914062
	Iteration 28Q: 3 clusters Score -3906437 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3906485.000000 Penalty: 5298.914062
	Iteration 29Q: 3 clusters Score -3906485 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3906531.250000 Penalty: 5298.914062
	Iteration 30Q: 3 clusters Score -3906531 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3906558.250000 Penalty: 5298.914062
	Iteration 31Q: 3 clusters Score -3906558 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3906583.750000 Penalty: 5298.914062
	Iteration 32Q: 3 clusters Score -3906584 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3906614.250000 Penalty: 5298.914062
	Iteration 33Q: 3 clusters Score -3906614 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3906632.250000 Penalty: 5298.914062
	Iteration 34Q: 3 clusters Score -3906632 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3906660.500000 Penalty: 5298.914062
	Iteration 35Q: 3 clusters Score -3906660 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3906675.500000 Penalty: 5298.914062
	Iteration 36Q: 3 clusters Score -3906676 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3906677.750000 Penalty: 5298.914062
	Iteration 37Q: 3 clusters Score -3906678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3906686.250000 Penalty: 5298.914062
	Iteration 38Q: 3 clusters Score -3906686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3906697.250000 Penalty: 5298.914062
	Iteration 39Q: 3 clusters Score -3906697 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3906708.250000 Penalty: 5298.914062
	Iteration 40F: 3 clusters Score -3906708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3906715.250000 Penalty: 5298.914062
	Iteration 41Q: 3 clusters Score -3906715 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3906737.250000 Penalty: 5298.914062
	Iteration 42Q: 3 clusters Score -3906737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3906745.000000 Penalty: 5298.914062
	Iteration 43Q: 3 clusters Score -3906745 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3906756.000000 Penalty: 5298.914062
	Iteration 44Q: 3 clusters Score -3906756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3906757.250000 Penalty: 5298.914062
	Iteration 45Q: 3 clusters Score -3906757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3906762.250000 Penalty: 5298.914062
	Iteration 46Q: 3 clusters Score -3906762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3906764.000000 Penalty: 5298.914062
	Iteration 47Q: 3 clusters Score -3906764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3906771.000000 Penalty: 5298.914062
	Iteration 48Q: 3 clusters Score -3906771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3906770.750000 Penalty: 5298.914062
	Iteration 49Q: 3 clusters Score -3906771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3906774.750000 Penalty: 5298.914062
	Iteration 50Q: 3 clusters Score -3906775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3906770.750000 Penalty: 5298.914062
	Iteration 51Q: 3 clusters Score -3906771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3906768.250000 Penalty: 5298.914062
	Iteration 52Q: 3 clusters Score -3906768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3906771.500000 Penalty: 5298.914062
	Iteration 53Q: 3 clusters Score -3906772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3906774.250000 Penalty: 5298.914062
	Iteration 54Q: 3 clusters Score -3906774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3906772.000000 Penalty: 5298.914062
	Iteration 55Q: 3 clusters Score -3906772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3906781.250000 Penalty: 5298.914062
	Iteration 56Q: 3 clusters Score -3906781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3906781.000000 Penalty: 5298.914062
	Iteration 57Q: 3 clusters Score -3906781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3906781.750000 Penalty: 5298.914062
	Iteration 58Q: 3 clusters Score -3906782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3906783.250000 Penalty: 5298.914062
	Iteration 59Q: 3 clusters Score -3906783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3906788.500000 Penalty: 5298.914062
	Iteration 60F: 3 clusters Score -3906788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3906786.750000 Penalty: 5298.914062
	Iteration 61Q: 3 clusters Score -3906787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3906786.750000 Penalty: 5298.914062
	Iteration 62F: 3 clusters Score -3906787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Entering Unmasked Estep 
Score: -282778.125000 Penalty: 2002.126709
	Iteration 0F: 2 clusters Score -282778.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -279468.968750 Penalty: 4004.253418
	Iteration 0F: 3 clusters Score -279469 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -280327.000000 Penalty: 4004.253418
	Iteration 1F: 3 clusters Score -280327 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -280738.312500 Penalty: 4004.253418
	Iteration 2F: 3 clusters Score -280738.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -281235.750000 Penalty: 4004.253418
	Iteration 3F: 3 clusters Score -281235.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -281783.312500 Penalty: 4004.253418
	Iteration 4F: 3 clusters Score -281783.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -282308.906250 Penalty: 4004.253418
	Iteration 5F: 3 clusters Score -282308.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -282490.218750 Penalty: 4004.253418
	Iteration 6F: 3 clusters Score -282490.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -282548.031250 Penalty: 4004.253418
	Iteration 7Q: 3 clusters Score -282548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -282564.781250 Penalty: 4004.253418
	Iteration 8Q: 3 clusters Score -282564.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -282569.812500 Penalty: 4004.253418
	Iteration 9Q: 3 clusters Score -282569.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -282573.812500 Penalty: 4004.253418
	Iteration 10Q: 3 clusters Score -282573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -282575.687500 Penalty: 4004.253418
	Iteration 11Q: 3 clusters Score -282575.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -282576.750000 Penalty: 4004.253418
	Iteration 12Q: 3 clusters Score -282576.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -282576.750000 Penalty: 4004.253418
	Iteration 13F: 3 clusters Score -282576.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Entering Unmasked Estep 
Score: -429011.968750 Penalty: 2081.292969
	Iteration 0F: 2 clusters Score -429012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -424895.093750 Penalty: 4162.585938
	Iteration 0F: 3 clusters Score -424895.1 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -425776.875000 Penalty: 4162.585938
	Iteration 1F: 3 clusters Score -425776.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -425987.562500 Penalty: 4162.585938
	Iteration 2F: 3 clusters Score -425987.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -426091.937500 Penalty: 4162.585938
	Iteration 3Q: 3 clusters Score -426091.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -426149.062500 Penalty: 4162.585938
	Iteration 4Q: 3 clusters Score -426149.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -426187.312500 Penalty: 4162.585938
	Iteration 5Q: 3 clusters Score -426187.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -426218.812500 Penalty: 4162.585938
	Iteration 6Q: 3 clusters Score -426218.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -426245.625000 Penalty: 4162.585938
	Iteration 7Q: 3 clusters Score -426245.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -426271.906250 Penalty: 4162.585938
	Iteration 8Q: 3 clusters Score -426271.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -426297.343750 Penalty: 4162.585938
	Iteration 9Q: 3 clusters Score -426297.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -426317.437500 Penalty: 4162.585938
	Iteration 10Q: 3 clusters Score -426317.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -426338.156250 Penalty: 4162.585938
	Iteration 11Q: 3 clusters Score -426338.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -426361.125000 Penalty: 4162.585938
	Iteration 12Q: 3 clusters Score -426361.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -426383.531250 Penalty: 4162.585938
	Iteration 13Q: 3 clusters Score -426383.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -426406.781250 Penalty: 4162.585938
	Iteration 14Q: 3 clusters Score -426406.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -426428.375000 Penalty: 4162.585938
	Iteration 15Q: 3 clusters Score -426428.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -426446.468750 Penalty: 4162.585938
	Iteration 16Q: 3 clusters Score -426446.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -426459.031250 Penalty: 4162.585938
	Iteration 17Q: 3 clusters Score -426459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -426469.968750 Penalty: 4162.585938
	Iteration 18Q: 3 clusters Score -426470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -426480.343750 Penalty: 4162.585938
	Iteration 19Q: 3 clusters Score -426480.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -426489.812500 Penalty: 4162.585938
	Iteration 20F: 3 clusters Score -426489.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -426499.187500 Penalty: 4162.585938
	Iteration 21Q: 3 clusters Score -426499.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -426504.656250 Penalty: 4162.585938
	Iteration 22Q: 3 clusters Score -426504.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -426508.062500 Penalty: 4162.585938
	Iteration 23Q: 3 clusters Score -426508.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -426511.906250 Penalty: 4162.585938
	Iteration 24Q: 3 clusters Score -426511.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -426517.406250 Penalty: 4162.585938
	Iteration 25Q: 3 clusters Score -426517.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -426524.437500 Penalty: 4162.585938
	Iteration 26Q: 3 clusters Score -426524.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -426533.531250 Penalty: 4162.585938
	Iteration 27Q: 3 clusters Score -426533.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -426542.093750 Penalty: 4162.585938
	Iteration 28Q: 3 clusters Score -426542.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -426547.031250 Penalty: 4162.585938
	Iteration 29Q: 3 clusters Score -426547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -426555.062500 Penalty: 4162.585938
	Iteration 30Q: 3 clusters Score -426555.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -426566.687500 Penalty: 4162.585938
	Iteration 31Q: 3 clusters Score -426566.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -426580.843750 Penalty: 4162.585938
	Iteration 32Q: 3 clusters Score -426580.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -426590.187500 Penalty: 4162.585938
	Iteration 33Q: 3 clusters Score -426590.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -426602.031250 Penalty: 4162.585938
	Iteration 34Q: 3 clusters Score -426602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -426617.812500 Penalty: 4162.585938
	Iteration 35Q: 3 clusters Score -426617.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -426630.375000 Penalty: 4162.585938
	Iteration 36Q: 3 clusters Score -426630.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -426644.875000 Penalty: 4162.585938
	Iteration 37Q: 3 clusters Score -426644.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -426660.468750 Penalty: 4162.585938
	Iteration 38Q: 3 clusters Score -426660.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -426672.812500 Penalty: 4162.585938
	Iteration 39Q: 3 clusters Score -426672.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -426684.875000 Penalty: 4162.585938
	Iteration 40F: 3 clusters Score -426684.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -426699.656250 Penalty: 4162.585938
	Iteration 41Q: 3 clusters Score -426699.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -426711.250000 Penalty: 4162.585938
	Iteration 42Q: 3 clusters Score -426711.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -426721.625000 Penalty: 4162.585938
	Iteration 43Q: 3 clusters Score -426721.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -426738.312500 Penalty: 4162.585938
	Iteration 44Q: 3 clusters Score -426738.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -426757.406250 Penalty: 4162.585938
	Iteration 45Q: 3 clusters Score -426757.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -426782.906250 Penalty: 4162.585938
	Iteration 46Q: 3 clusters Score -426782.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -426809.156250 Penalty: 4162.585938
	Iteration 47Q: 3 clusters Score -426809.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -426839.468750 Penalty: 4162.585938
	Iteration 48Q: 3 clusters Score -426839.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -426868.781250 Penalty: 4162.585938
	Iteration 49Q: 3 clusters Score -426868.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -426906.062500 Penalty: 4162.585938
	Iteration 50Q: 3 clusters Score -426906.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -426946.312500 Penalty: 4162.585938
	Iteration 51Q: 3 clusters Score -426946.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -426974.687500 Penalty: 4162.585938
	Iteration 52Q: 3 clusters Score -426974.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -426997.718750 Penalty: 4162.585938
	Iteration 53Q: 3 clusters Score -426997.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -427012.687500 Penalty: 4162.585938
	Iteration 54Q: 3 clusters Score -427012.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -427031.218750 Penalty: 4162.585938
	Iteration 55Q: 3 clusters Score -427031.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -427050.312500 Penalty: 4162.585938
	Iteration 56Q: 3 clusters Score -427050.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -427071.062500 Penalty: 4162.585938
	Iteration 57Q: 3 clusters Score -427071.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -427082.093750 Penalty: 4162.585938
	Iteration 58Q: 3 clusters Score -427082.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -427088.218750 Penalty: 4162.585938
	Iteration 59Q: 3 clusters Score -427088.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -427095.218750 Penalty: 4162.585938
	Iteration 60F: 3 clusters Score -427095.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -427105.531250 Penalty: 4162.585938
	Iteration 61Q: 3 clusters Score -427105.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -427115.593750 Penalty: 4162.585938
	Iteration 62Q: 3 clusters Score -427115.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -427125.000000 Penalty: 4162.585938
	Iteration 63Q: 3 clusters Score -427125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -427132.125000 Penalty: 4162.585938
	Iteration 64Q: 3 clusters Score -427132.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -427140.062500 Penalty: 4162.585938
	Iteration 65Q: 3 clusters Score -427140.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -427145.593750 Penalty: 4162.585938
	Iteration 66Q: 3 clusters Score -427145.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -427146.437500 Penalty: 4162.585938
	Iteration 67Q: 3 clusters Score -427146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -427148.562500 Penalty: 4162.585938
	Iteration 68Q: 3 clusters Score -427148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -427150.343750 Penalty: 4162.585938
	Iteration 69Q: 3 clusters Score -427150.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -427150.406250 Penalty: 4162.585938
	Iteration 70Q: 3 clusters Score -427150.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -427150.406250 Penalty: 4162.585938
	Iteration 71F: 3 clusters Score -427150.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Entering Unmasked Estep 
Score: -465134.375000 Penalty: 2109.921631
	Iteration 0F: 2 clusters Score -465134.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -460644.593750 Penalty: 4219.843262
	Iteration 0F: 3 clusters Score -460644.6 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -461679.968750 Penalty: 4219.843262
	Iteration 1F: 3 clusters Score -461680 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -461872.031250 Penalty: 4219.843262
	Iteration 2F: 3 clusters Score -461872 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -461994.156250 Penalty: 4219.843262
	Iteration 3Q: 3 clusters Score -461994.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -462089.406250 Penalty: 4219.843262
	Iteration 4Q: 3 clusters Score -462089.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -462162.062500 Penalty: 4219.843262
	Iteration 5Q: 3 clusters Score -462162.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -462227.812500 Penalty: 4219.843262
	Iteration 6Q: 3 clusters Score -462227.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -462285.781250 Penalty: 4219.843262
	Iteration 7Q: 3 clusters Score -462285.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -462337.875000 Penalty: 4219.843262
	Iteration 8Q: 3 clusters Score -462337.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -462376.156250 Penalty: 4219.843262
	Iteration 9Q: 3 clusters Score -462376.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -462404.437500 Penalty: 4219.843262
	Iteration 10Q: 3 clusters Score -462404.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -462432.531250 Penalty: 4219.843262
	Iteration 11Q: 3 clusters Score -462432.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -462466.406250 Penalty: 4219.843262
	Iteration 12Q: 3 clusters Score -462466.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -462494.093750 Penalty: 4219.843262
	Iteration 13Q: 3 clusters Score -462494.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -462520.406250 Penalty: 4219.843262
	Iteration 14Q: 3 clusters Score -462520.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -462545.468750 Penalty: 4219.843262
	Iteration 15Q: 3 clusters Score -462545.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -462571.375000 Penalty: 4219.843262
	Iteration 16Q: 3 clusters Score -462571.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -462596.968750 Penalty: 4219.843262
	Iteration 17Q: 3 clusters Score -462597 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -462618.406250 Penalty: 4219.843262
	Iteration 18Q: 3 clusters Score -462618.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -462643.718750 Penalty: 4219.843262
	Iteration 19Q: 3 clusters Score -462643.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -462670.500000 Penalty: 4219.843262
	Iteration 20F: 3 clusters Score -462670.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -462698.031250 Penalty: 4219.843262
	Iteration 21Q: 3 clusters Score -462698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -462722.718750 Penalty: 4219.843262
	Iteration 22Q: 3 clusters Score -462722.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -462743.250000 Penalty: 4219.843262
	Iteration 23Q: 3 clusters Score -462743.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -462761.750000 Penalty: 4219.843262
	Iteration 24Q: 3 clusters Score -462761.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -462782.718750 Penalty: 4219.843262
	Iteration 25Q: 3 clusters Score -462782.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -462798.187500 Penalty: 4219.843262
	Iteration 26Q: 3 clusters Score -462798.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -462814.406250 Penalty: 4219.843262
	Iteration 27Q: 3 clusters Score -462814.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -462829.593750 Penalty: 4219.843262
	Iteration 28Q: 3 clusters Score -462829.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -462845.250000 Penalty: 4219.843262
	Iteration 29Q: 3 clusters Score -462845.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -462862.062500 Penalty: 4219.843262
	Iteration 30Q: 3 clusters Score -462862.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -462874.812500 Penalty: 4219.843262
	Iteration 31Q: 3 clusters Score -462874.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -462889.687500 Penalty: 4219.843262
	Iteration 32Q: 3 clusters Score -462889.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -462906.312500 Penalty: 4219.843262
	Iteration 33Q: 3 clusters Score -462906.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -462922.156250 Penalty: 4219.843262
	Iteration 34Q: 3 clusters Score -462922.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -462939.937500 Penalty: 4219.843262
	Iteration 35Q: 3 clusters Score -462939.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -462956.281250 Penalty: 4219.843262
	Iteration 36Q: 3 clusters Score -462956.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -462972.093750 Penalty: 4219.843262
	Iteration 37Q: 3 clusters Score -462972.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -462993.750000 Penalty: 4219.843262
	Iteration 38Q: 3 clusters Score -462993.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -463011.812500 Penalty: 4219.843262
	Iteration 39Q: 3 clusters Score -463011.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -463025.875000 Penalty: 4219.843262
	Iteration 40F: 3 clusters Score -463025.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -463041.312500 Penalty: 4219.843262
	Iteration 41Q: 3 clusters Score -463041.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -463052.781250 Penalty: 4219.843262
	Iteration 42Q: 3 clusters Score -463052.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -463061.718750 Penalty: 4219.843262
	Iteration 43Q: 3 clusters Score -463061.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -463068.812500 Penalty: 4219.843262
	Iteration 44Q: 3 clusters Score -463068.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -463078.156250 Penalty: 4219.843262
	Iteration 45Q: 3 clusters Score -463078.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -463089.468750 Penalty: 4219.843262
	Iteration 46Q: 3 clusters Score -463089.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -463096.625000 Penalty: 4219.843262
	Iteration 47Q: 3 clusters Score -463096.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -463104.406250 Penalty: 4219.843262
	Iteration 48Q: 3 clusters Score -463104.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -463113.812500 Penalty: 4219.843262
	Iteration 49Q: 3 clusters Score -463113.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -463121.281250 Penalty: 4219.843262
	Iteration 50Q: 3 clusters Score -463121.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -463125.375000 Penalty: 4219.843262
	Iteration 51Q: 3 clusters Score -463125.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -463129.843750 Penalty: 4219.843262
	Iteration 52Q: 3 clusters Score -463129.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -463133.718750 Penalty: 4219.843262
	Iteration 53Q: 3 clusters Score -463133.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -463137.343750 Penalty: 4219.843262
	Iteration 54Q: 3 clusters Score -463137.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -463141.593750 Penalty: 4219.843262
	Iteration 55Q: 3 clusters Score -463141.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -463149.406250 Penalty: 4219.843262
	Iteration 56Q: 3 clusters Score -463149.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -463157.218750 Penalty: 4219.843262
	Iteration 57Q: 3 clusters Score -463157.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -463160.500000 Penalty: 4219.843262
	Iteration 58Q: 3 clusters Score -463160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -463161.593750 Penalty: 4219.843262
	Iteration 59Q: 3 clusters Score -463161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -463162.250000 Penalty: 4219.843262
	Iteration 60F: 3 clusters Score -463162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -463164.000000 Penalty: 4219.843262
	Iteration 61Q: 3 clusters Score -463164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -463163.687500 Penalty: 4219.843262
	Iteration 62Q: 3 clusters Score -463163.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -463165.093750 Penalty: 4219.843262
	Iteration 63Q: 3 clusters Score -463165.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -463165.093750 Penalty: 4219.843262
	Iteration 64F: 3 clusters Score -463165.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (29099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Entering Unmasked Estep 
Score: -2598239.250000 Penalty: 2549.057861
	Iteration 0F: 2 clusters Score -2598239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2578353.250000 Penalty: 5098.115723
	Iteration 0F: 3 clusters Score -2578353 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2585482.500000 Penalty: 5098.115723
	Iteration 1F: 3 clusters Score -2585482 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2586151.250000 Penalty: 5098.115723
	Iteration 2F: 3 clusters Score -2586151 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2586936.500000 Penalty: 5098.115723
	Iteration 3F: 3 clusters Score -2586936 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2587797.750000 Penalty: 5098.115723
	Iteration 4F: 3 clusters Score -2587798 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2588715.750000 Penalty: 5098.115723
	Iteration 5F: 3 clusters Score -2588716 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2589692.750000 Penalty: 5098.115723
	Iteration 6F: 3 clusters Score -2589693 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2590585.750000 Penalty: 5098.115723
	Iteration 7F: 3 clusters Score -2590586 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2591363.000000 Penalty: 5098.115723
	Iteration 8Q: 3 clusters Score -2591363 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2592045.750000 Penalty: 5098.115723
	Iteration 9Q: 3 clusters Score -2592046 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2592638.500000 Penalty: 5098.115723
	Iteration 10Q: 3 clusters Score -2592638 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2593194.500000 Penalty: 5098.115723
	Iteration 11Q: 3 clusters Score -2593194 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2593679.250000 Penalty: 5098.115723
	Iteration 12Q: 3 clusters Score -2593679 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2594214.500000 Penalty: 5098.115723
	Iteration 13Q: 3 clusters Score -2594214 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2594745.750000 Penalty: 5098.115723
	Iteration 14Q: 3 clusters Score -2594746 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2595282.000000 Penalty: 5098.115723
	Iteration 15Q: 3 clusters Score -2595282 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2595701.500000 Penalty: 5098.115723
	Iteration 16Q: 3 clusters Score -2595702 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2596008.750000 Penalty: 5098.115723
	Iteration 17Q: 3 clusters Score -2596009 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2596230.250000 Penalty: 5098.115723
	Iteration 18Q: 3 clusters Score -2596230 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2596407.500000 Penalty: 5098.115723
	Iteration 19Q: 3 clusters Score -2596408 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2596524.000000 Penalty: 5098.115723
	Iteration 20F: 3 clusters Score -2596524 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2596627.500000 Penalty: 5098.115723
	Iteration 21Q: 3 clusters Score -2596628 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2596687.750000 Penalty: 5098.115723
	Iteration 22Q: 3 clusters Score -2596688 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2596759.250000 Penalty: 5098.115723
	Iteration 23Q: 3 clusters Score -2596759 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2596810.250000 Penalty: 5098.115723
	Iteration 24Q: 3 clusters Score -2596810 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2596859.000000 Penalty: 5098.115723
	Iteration 25Q: 3 clusters Score -2596859 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2596903.250000 Penalty: 5098.115723
	Iteration 26Q: 3 clusters Score -2596903 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2596941.750000 Penalty: 5098.115723
	Iteration 27Q: 3 clusters Score -2596942 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2596985.000000 Penalty: 5098.115723
	Iteration 28Q: 3 clusters Score -2596985 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2597022.000000 Penalty: 5098.115723
	Iteration 29Q: 3 clusters Score -2597022 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2597051.000000 Penalty: 5098.115723
	Iteration 30Q: 3 clusters Score -2597051 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2597080.500000 Penalty: 5098.115723
	Iteration 31Q: 3 clusters Score -2597080 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2597103.250000 Penalty: 5098.115723
	Iteration 32Q: 3 clusters Score -2597103 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2597130.750000 Penalty: 5098.115723
	Iteration 33Q: 3 clusters Score -2597131 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2597148.250000 Penalty: 5098.115723
	Iteration 34Q: 3 clusters Score -2597148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2597168.750000 Penalty: 5098.115723
	Iteration 35Q: 3 clusters Score -2597169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2597178.750000 Penalty: 5098.115723
	Iteration 36Q: 3 clusters Score -2597179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2597195.000000 Penalty: 5098.115723
	Iteration 37Q: 3 clusters Score -2597195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2597195.500000 Penalty: 5098.115723
	Iteration 38Q: 3 clusters Score -2597196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2597195.500000 Penalty: 5098.115723
	Iteration 39Q: 3 clusters Score -2597196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2597197.250000 Penalty: 5098.115723
	Iteration 40F: 3 clusters Score -2597197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2597196.750000 Penalty: 5098.115723
	Iteration 41Q: 3 clusters Score -2597197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2597194.250000 Penalty: 5098.115723
	Iteration 42Q: 3 clusters Score -2597194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2597196.500000 Penalty: 5098.115723
	Iteration 43Q: 3 clusters Score -2597196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2597202.000000 Penalty: 5098.115723
	Iteration 44Q: 3 clusters Score -2597202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2597198.500000 Penalty: 5098.115723
	Iteration 45Q: 3 clusters Score -2597198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2597198.250000 Penalty: 5098.115723
	Iteration 46Q: 3 clusters Score -2597198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2597198.250000 Penalty: 5098.115723
	Iteration 47F: 3 clusters Score -2597198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Entering Unmasked Estep 
Score: -779841.312500 Penalty: 2236.456055
	Iteration 0F: 2 clusters Score -779841.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -773302.500000 Penalty: 4472.912109
	Iteration 0F: 3 clusters Score -773302.5 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -775077.375000 Penalty: 4472.912109
	Iteration 1F: 3 clusters Score -775077.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -775365.875000 Penalty: 4472.912109
	Iteration 2F: 3 clusters Score -775365.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -775572.062500 Penalty: 4472.912109
	Iteration 3F: 3 clusters Score -775572.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -775759.875000 Penalty: 4472.912109
	Iteration 4Q: 3 clusters Score -775759.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -775933.187500 Penalty: 4472.912109
	Iteration 5Q: 3 clusters Score -775933.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -776108.437500 Penalty: 4472.912109
	Iteration 6Q: 3 clusters Score -776108.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -776291.562500 Penalty: 4472.912109
	Iteration 7Q: 3 clusters Score -776291.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -776472.812500 Penalty: 4472.912109
	Iteration 8Q: 3 clusters Score -776472.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -776667.875000 Penalty: 4472.912109
	Iteration 9Q: 3 clusters Score -776667.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -776856.375000 Penalty: 4472.912109
	Iteration 10Q: 3 clusters Score -776856.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -777047.750000 Penalty: 4472.912109
	Iteration 11Q: 3 clusters Score -777047.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -777255.437500 Penalty: 4472.912109
	Iteration 12Q: 3 clusters Score -777255.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -777441.562500 Penalty: 4472.912109
	Iteration 13Q: 3 clusters Score -777441.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -777587.625000 Penalty: 4472.912109
	Iteration 14Q: 3 clusters Score -777587.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -777686.312500 Penalty: 4472.912109
	Iteration 15Q: 3 clusters Score -777686.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -777758.875000 Penalty: 4472.912109
	Iteration 16Q: 3 clusters Score -777758.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -777815.500000 Penalty: 4472.912109
	Iteration 17Q: 3 clusters Score -777815.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -777845.687500 Penalty: 4472.912109
	Iteration 18Q: 3 clusters Score -777845.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -777868.562500 Penalty: 4472.912109
	Iteration 19Q: 3 clusters Score -777868.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -777885.562500 Penalty: 4472.912109
	Iteration 20F: 3 clusters Score -777885.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -777903.312500 Penalty: 4472.912109
	Iteration 21Q: 3 clusters Score -777903.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -777913.312500 Penalty: 4472.912109
	Iteration 22Q: 3 clusters Score -777913.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -777922.812500 Penalty: 4472.912109
	Iteration 23Q: 3 clusters Score -777922.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -777927.500000 Penalty: 4472.912109
	Iteration 24Q: 3 clusters Score -777927.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -777930.812500 Penalty: 4472.912109
	Iteration 25Q: 3 clusters Score -777930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -777931.187500 Penalty: 4472.912109
	Iteration 26Q: 3 clusters Score -777931.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -777934.625000 Penalty: 4472.912109
	Iteration 27Q: 3 clusters Score -777934.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -777934.375000 Penalty: 4472.912109
	Iteration 28Q: 3 clusters Score -777934.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -777934.375000 Penalty: 4472.912109
	Iteration 29F: 3 clusters Score -777934.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126271 members 
Mstep: Class 2 contains 3736 members 
Mstep: Class 3 contains 11058 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 6 contains 304225 members 
Mstep: Class 7 contains 224750 members 
Mstep: Class 8 contains 64310 members 
Mstep: Class 9 contains 7060 members 
Mstep: Class 10 contains 7106 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76202 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229859 members 
Mstep: Class 15 contains 7141 members 
Mstep: Class 16 contains 219560 members 
Mstep: Class 17 contains 6015 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8046 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 21 contains 7580 members 
Mstep: Class 22 contains 7718 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 18441 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 7204 members 
Mstep: Class 27 contains 4369 members 
Mstep: Class 28 contains 15498 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102262 members 
Mstep: Class 32 contains 6276 members 
Mstep: Class 33 contains 43621 members 
Mstep: Class 34 contains 3207 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4953 members 
Mstep: Class 37 contains 29099 members 
Mstep: Class 38 contains 8250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701712.000000 Penalty: 135041.625000
Iteration 279Q: 39 clusters Score -1.577017e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126267 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11057 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 12013 members 
Mstep: Class 6 contains 304227 members 
Mstep: Class 7 contains 224745 members 
Mstep: Class 8 contains 64310 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 7107 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76207 members 
Mstep: Class 13 contains 9664 members 
Mstep: Class 14 contains 229860 members 
Mstep: Class 15 contains 7142 members 
Mstep: Class 16 contains 219556 members 
Mstep: Class 17 contains 6006 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 23179 members 
Mstep: Class 21 contains 7581 members 
Mstep: Class 22 contains 7717 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 18440 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 7204 members 
Mstep: Class 27 contains 4371 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 18710 members 
Mstep: Class 31 contains 102262 members 
Mstep: Class 32 contains 6273 members 
Mstep: Class 33 contains 43609 members 
Mstep: Class 34 contains 3211 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4952 members 
Mstep: Class 37 contains 29113 members 
Mstep: Class 38 contains 8251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701792.000000 Penalty: 135041.625000
Iteration 280F: 39 clusters Score -1.577018e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126266 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11056 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 12012 members 
Mstep: Class 6 contains 304230 members 
Mstep: Class 7 contains 224741 members 
Mstep: Class 8 contains 64310 members 
Mstep: Class 9 contains 7077 members 
Mstep: Class 10 contains 7109 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76212 members 
Mstep: Class 13 contains 9664 members 
Mstep: Class 14 contains 229860 members 
Mstep: Class 15 contains 7143 members 
Mstep: Class 16 contains 219550 members 
Mstep: Class 17 contains 6000 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 23179 members 
Mstep: Class 21 contains 7583 members 
Mstep: Class 22 contains 7718 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 18439 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 7204 members 
Mstep: Class 27 contains 4372 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 18710 members 
Mstep: Class 31 contains 102262 members 
Mstep: Class 32 contains 6270 members 
Mstep: Class 33 contains 43606 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29111 members 
Mstep: Class 38 contains 8253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701776.000000 Penalty: 135041.625000
Iteration 281Q: 39 clusters Score -1.577018e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126266 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11056 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 12010 members 
Mstep: Class 6 contains 304235 members 
Mstep: Class 7 contains 224741 members 
Mstep: Class 8 contains 64311 members 
Mstep: Class 9 contains 7087 members 
Mstep: Class 10 contains 7110 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76214 members 
Mstep: Class 13 contains 9664 members 
Mstep: Class 14 contains 229858 members 
Mstep: Class 15 contains 7146 members 
Mstep: Class 16 contains 219545 members 
Mstep: Class 17 contains 5990 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 23179 members 
Mstep: Class 21 contains 7583 members 
Mstep: Class 22 contains 7719 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 18438 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 7205 members 
Mstep: Class 27 contains 4375 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 18710 members 
Mstep: Class 31 contains 102261 members 
Mstep: Class 32 contains 6272 members 
Mstep: Class 33 contains 43597 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29111 members 
Mstep: Class 38 contains 8254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701808.000000 Penalty: 135041.625000
Iteration 282Q: 39 clusters Score -1.577018e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126264 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11054 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 12009 members 
Mstep: Class 6 contains 304243 members 
Mstep: Class 7 contains 224737 members 
Mstep: Class 8 contains 64311 members 
Mstep: Class 9 contains 7095 members 
Mstep: Class 10 contains 7110 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76218 members 
Mstep: Class 13 contains 9664 members 
Mstep: Class 14 contains 229857 members 
Mstep: Class 15 contains 7147 members 
Mstep: Class 16 contains 219538 members 
Mstep: Class 17 contains 5980 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 23180 members 
Mstep: Class 21 contains 7586 members 
Mstep: Class 22 contains 7719 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 18436 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 7204 members 
Mstep: Class 27 contains 4377 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102262 members 
Mstep: Class 32 contains 6271 members 
Mstep: Class 33 contains 43592 members 
Mstep: Class 34 contains 3217 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4952 members 
Mstep: Class 37 contains 29116 members 
Mstep: Class 38 contains 8256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701776.000000 Penalty: 135041.625000
Iteration 283Q: 39 clusters Score -1.577018e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126266 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11054 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304243 members 
Mstep: Class 7 contains 224730 members 
Mstep: Class 8 contains 64311 members 
Mstep: Class 9 contains 7107 members 
Mstep: Class 10 contains 7110 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76223 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229858 members 
Mstep: Class 15 contains 7147 members 
Mstep: Class 16 contains 219538 members 
Mstep: Class 17 contains 5971 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 23180 members 
Mstep: Class 21 contains 7589 members 
Mstep: Class 22 contains 7719 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 18434 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7204 members 
Mstep: Class 27 contains 4378 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102262 members 
Mstep: Class 32 contains 6273 members 
Mstep: Class 33 contains 43582 members 
Mstep: Class 34 contains 3219 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29113 members 
Mstep: Class 38 contains 8257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701872.000000 Penalty: 135041.625000
Iteration 284Q: 39 clusters Score -1.577019e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126264 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11054 members 
Mstep: Class 4 contains 11789 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304245 members 
Mstep: Class 7 contains 224729 members 
Mstep: Class 8 contains 64312 members 
Mstep: Class 9 contains 7120 members 
Mstep: Class 10 contains 7111 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76225 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229856 members 
Mstep: Class 15 contains 7147 members 
Mstep: Class 16 contains 219537 members 
Mstep: Class 17 contains 5968 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 23179 members 
Mstep: Class 21 contains 7591 members 
Mstep: Class 22 contains 7719 members 
Mstep: Class 23 contains 5652 members 
Mstep: Class 24 contains 18434 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4379 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 18710 members 
Mstep: Class 31 contains 102262 members 
Mstep: Class 32 contains 6275 members 
Mstep: Class 33 contains 43570 members 
Mstep: Class 34 contains 3224 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4949 members 
Mstep: Class 37 contains 29108 members 
Mstep: Class 38 contains 8259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701712.000000 Penalty: 135041.625000
Iteration 285Q: 39 clusters Score -1.577017e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126262 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11054 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304247 members 
Mstep: Class 7 contains 224727 members 
Mstep: Class 8 contains 64313 members 
Mstep: Class 9 contains 7135 members 
Mstep: Class 10 contains 7112 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76226 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229851 members 
Mstep: Class 15 contains 7147 members 
Mstep: Class 16 contains 219535 members 
Mstep: Class 17 contains 5963 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 23180 members 
Mstep: Class 21 contains 7591 members 
Mstep: Class 22 contains 7721 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 18433 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4381 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102262 members 
Mstep: Class 32 contains 6273 members 
Mstep: Class 33 contains 43566 members 
Mstep: Class 34 contains 3225 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4949 members 
Mstep: Class 37 contains 29105 members 
Mstep: Class 38 contains 8259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701712.000000 Penalty: 135041.625000
Iteration 286Q: 39 clusters Score -1.577017e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126260 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11053 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304248 members 
Mstep: Class 7 contains 224724 members 
Mstep: Class 8 contains 64313 members 
Mstep: Class 9 contains 7158 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76226 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229843 members 
Mstep: Class 15 contains 7147 members 
Mstep: Class 16 contains 219533 members 
Mstep: Class 17 contains 5961 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23180 members 
Mstep: Class 21 contains 7592 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 18432 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4383 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 18713 members 
Mstep: Class 31 contains 102262 members 
Mstep: Class 32 contains 6271 members 
Mstep: Class 33 contains 43557 members 
Mstep: Class 34 contains 3227 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4949 members 
Mstep: Class 37 contains 29099 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701840.000000 Penalty: 135041.625000
Iteration 287Q: 39 clusters Score -1.577018e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126259 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11050 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304248 members 
Mstep: Class 7 contains 224723 members 
Mstep: Class 8 contains 64313 members 
Mstep: Class 9 contains 7169 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76228 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229841 members 
Mstep: Class 15 contains 7148 members 
Mstep: Class 16 contains 219533 members 
Mstep: Class 17 contains 5960 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 23180 members 
Mstep: Class 21 contains 7594 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 18432 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4385 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 18713 members 
Mstep: Class 31 contains 102262 members 
Mstep: Class 32 contains 6271 members 
Mstep: Class 33 contains 43555 members 
Mstep: Class 34 contains 3226 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4949 members 
Mstep: Class 37 contains 29092 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701792.000000 Penalty: 135041.625000
Iteration 288Q: 39 clusters Score -1.577018e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126257 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11049 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304250 members 
Mstep: Class 7 contains 224717 members 
Mstep: Class 8 contains 64313 members 
Mstep: Class 9 contains 7177 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76232 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229842 members 
Mstep: Class 15 contains 7148 members 
Mstep: Class 16 contains 219531 members 
Mstep: Class 17 contains 5959 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 23179 members 
Mstep: Class 21 contains 7595 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 18432 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4387 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102260 members 
Mstep: Class 32 contains 6270 members 
Mstep: Class 33 contains 43553 members 
Mstep: Class 34 contains 3224 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29095 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701792.000000 Penalty: 135041.625000
Iteration 289Q: 39 clusters Score -1.577018e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126254 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11047 members 
Mstep: Class 4 contains 11791 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224714 members 
Mstep: Class 8 contains 64313 members 
Mstep: Class 9 contains 7183 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 76234 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229840 members 
Mstep: Class 15 contains 7148 members 
Mstep: Class 16 contains 219530 members 
Mstep: Class 17 contains 5957 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8046 members 
Mstep: Class 20 contains 23179 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5650 members 
Mstep: Class 24 contains 18432 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102260 members 
Mstep: Class 32 contains 6270 members 
Mstep: Class 33 contains 43553 members 
Mstep: Class 34 contains 3226 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4949 members 
Mstep: Class 37 contains 29097 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701744.000000 Penalty: 135041.625000
Iteration 290Q: 39 clusters Score -1.577017e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126254 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224711 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7188 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7983 members 
Mstep: Class 12 contains 76238 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229836 members 
Mstep: Class 15 contains 7148 members 
Mstep: Class 16 contains 219528 members 
Mstep: Class 17 contains 5954 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8046 members 
Mstep: Class 20 contains 23179 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 18430 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15496 members 
Mstep: Class 29 contains 5756 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102261 members 
Mstep: Class 32 contains 6270 members 
Mstep: Class 33 contains 43553 members 
Mstep: Class 34 contains 3228 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29103 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701712.000000 Penalty: 135041.625000
Iteration 291Q: 39 clusters Score -1.577017e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126254 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 11789 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304250 members 
Mstep: Class 7 contains 224710 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7190 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7981 members 
Mstep: Class 12 contains 76240 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229839 members 
Mstep: Class 15 contains 7148 members 
Mstep: Class 16 contains 219527 members 
Mstep: Class 17 contains 5953 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 23179 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 18430 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15496 members 
Mstep: Class 29 contains 5756 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102261 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43550 members 
Mstep: Class 34 contains 3228 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29105 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701744.000000 Penalty: 135041.625000
Iteration 292Q: 39 clusters Score -1.577017e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126253 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 11788 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304250 members 
Mstep: Class 7 contains 224708 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7200 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 12 contains 76241 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229838 members 
Mstep: Class 15 contains 7148 members 
Mstep: Class 16 contains 219527 members 
Mstep: Class 17 contains 5952 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 18430 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102262 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43546 members 
Mstep: Class 34 contains 3228 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4952 members 
Mstep: Class 37 contains 29104 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701776.000000 Penalty: 135041.625000
Iteration 293Q: 39 clusters Score -1.577018e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126253 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224708 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7203 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 76241 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229837 members 
Mstep: Class 15 contains 7148 members 
Mstep: Class 16 contains 219528 members 
Mstep: Class 17 contains 5951 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5648 members 
Mstep: Class 24 contains 18430 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5754 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102262 members 
Mstep: Class 32 contains 6268 members 
Mstep: Class 33 contains 43545 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29108 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701712.000000 Penalty: 135041.625000
Iteration 294Q: 39 clusters Score -1.577017e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126257 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224708 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7205 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 76242 members 
Mstep: Class 13 contains 9666 members 
Mstep: Class 14 contains 229835 members 
Mstep: Class 15 contains 7149 members 
Mstep: Class 16 contains 219528 members 
Mstep: Class 17 contains 5950 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5647 members 
Mstep: Class 24 contains 18430 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102262 members 
Mstep: Class 32 contains 6268 members 
Mstep: Class 33 contains 43543 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29112 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701696.000000 Penalty: 135041.625000
Iteration 295Q: 39 clusters Score -1.577017e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126256 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224707 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7205 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 76242 members 
Mstep: Class 13 contains 9666 members 
Mstep: Class 14 contains 229836 members 
Mstep: Class 15 contains 7150 members 
Mstep: Class 16 contains 219529 members 
Mstep: Class 17 contains 5947 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5647 members 
Mstep: Class 24 contains 18430 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102262 members 
Mstep: Class 32 contains 6268 members 
Mstep: Class 33 contains 43541 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29117 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701696.000000 Penalty: 135041.625000
Iteration 296Q: 39 clusters Score -1.577017e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126255 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224707 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7205 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 76242 members 
Mstep: Class 13 contains 9666 members 
Mstep: Class 14 contains 229838 members 
Mstep: Class 15 contains 7149 members 
Mstep: Class 16 contains 219530 members 
Mstep: Class 17 contains 5945 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5647 members 
Mstep: Class 24 contains 18430 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102262 members 
Mstep: Class 32 contains 6268 members 
Mstep: Class 33 contains 43540 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29118 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701728.000000 Penalty: 135041.625000
Iteration 297Q: 39 clusters Score -1.577017e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126253 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224707 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7205 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 76242 members 
Mstep: Class 13 contains 9666 members 
Mstep: Class 14 contains 229839 members 
Mstep: Class 15 contains 7149 members 
Mstep: Class 16 contains 219530 members 
Mstep: Class 17 contains 5944 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5647 members 
Mstep: Class 24 contains 18430 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102262 members 
Mstep: Class 32 contains 6268 members 
Mstep: Class 33 contains 43540 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29120 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701712.000000 Penalty: 135041.625000
Iteration 298Q: 39 clusters Score -1.577017e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126253 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224706 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7205 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 76242 members 
Mstep: Class 13 contains 9666 members 
Mstep: Class 14 contains 229840 members 
Mstep: Class 15 contains 7149 members 
Mstep: Class 16 contains 219530 members 
Mstep: Class 17 contains 5944 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5646 members 
Mstep: Class 24 contains 18430 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102262 members 
Mstep: Class 32 contains 6268 members 
Mstep: Class 33 contains 43540 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4952 members 
Mstep: Class 37 contains 29121 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701760.000000 Penalty: 135041.625000
Iteration 299Q: 39 clusters Score -1.577018e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126253 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224706 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7205 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 76242 members 
Mstep: Class 13 contains 9666 members 
Mstep: Class 14 contains 229840 members 
Mstep: Class 15 contains 7149 members 
Mstep: Class 16 contains 219530 members 
Mstep: Class 17 contains 5943 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102261 members 
Mstep: Class 32 contains 6268 members 
Mstep: Class 33 contains 43540 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4952 members 
Mstep: Class 37 contains 29123 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701744.000000 Penalty: 135041.625000
Iteration 300F: 39 clusters Score -1.577017e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224705 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7205 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 76242 members 
Mstep: Class 13 contains 9666 members 
Mstep: Class 14 contains 229842 members 
Mstep: Class 15 contains 7149 members 
Mstep: Class 16 contains 219530 members 
Mstep: Class 17 contains 5941 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102259 members 
Mstep: Class 32 contains 6268 members 
Mstep: Class 33 contains 43540 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4952 members 
Mstep: Class 37 contains 29126 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701712.000000 Penalty: 135041.625000
Iteration 301Q: 39 clusters Score -1.577017e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224705 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7206 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 76242 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229842 members 
Mstep: Class 15 contains 7149 members 
Mstep: Class 16 contains 219529 members 
Mstep: Class 17 contains 5940 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102259 members 
Mstep: Class 32 contains 6268 members 
Mstep: Class 33 contains 43539 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4952 members 
Mstep: Class 37 contains 29129 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701696.000000 Penalty: 135041.625000
Iteration 302Q: 39 clusters Score -1.577017e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224706 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7208 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 76242 members 
Mstep: Class 13 contains 9664 members 
Mstep: Class 14 contains 229842 members 
Mstep: Class 15 contains 7149 members 
Mstep: Class 16 contains 219529 members 
Mstep: Class 17 contains 5938 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102259 members 
Mstep: Class 32 contains 6268 members 
Mstep: Class 33 contains 43539 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4952 members 
Mstep: Class 37 contains 29130 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701728.000000 Penalty: 135041.625000
Iteration 303Q: 39 clusters Score -1.577017e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224707 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7209 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 76242 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229842 members 
Mstep: Class 15 contains 7149 members 
Mstep: Class 16 contains 219529 members 
Mstep: Class 17 contains 5935 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102259 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43539 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4952 members 
Mstep: Class 37 contains 29130 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701776.000000 Penalty: 135041.625000
Iteration 304Q: 39 clusters Score -1.577018e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304252 members 
Mstep: Class 7 contains 224707 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7211 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76242 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229841 members 
Mstep: Class 15 contains 7149 members 
Mstep: Class 16 contains 219529 members 
Mstep: Class 17 contains 5934 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102259 members 
Mstep: Class 32 contains 6268 members 
Mstep: Class 33 contains 43539 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4952 members 
Mstep: Class 37 contains 29131 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701824.000000 Penalty: 135041.625000
Iteration 305Q: 39 clusters Score -1.577018e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304252 members 
Mstep: Class 7 contains 224706 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7212 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76243 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229841 members 
Mstep: Class 15 contains 7149 members 
Mstep: Class 16 contains 219529 members 
Mstep: Class 17 contains 5933 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102259 members 
Mstep: Class 32 contains 6267 members 
Mstep: Class 33 contains 43539 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4952 members 
Mstep: Class 37 contains 29132 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701792.000000 Penalty: 135041.625000
Iteration 306Q: 39 clusters Score -1.577018e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304252 members 
Mstep: Class 7 contains 224706 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7212 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76243 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229841 members 
Mstep: Class 15 contains 7149 members 
Mstep: Class 16 contains 219529 members 
Mstep: Class 17 contains 5931 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102259 members 
Mstep: Class 32 contains 6268 members 
Mstep: Class 33 contains 43538 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4952 members 
Mstep: Class 37 contains 29134 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701776.000000 Penalty: 135041.625000
Iteration 307Q: 39 clusters Score -1.577018e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304252 members 
Mstep: Class 7 contains 224707 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7212 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76244 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229840 members 
Mstep: Class 15 contains 7149 members 
Mstep: Class 16 contains 219529 members 
Mstep: Class 17 contains 5929 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102259 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43537 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4952 members 
Mstep: Class 37 contains 29135 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701792.000000 Penalty: 135041.625000
Iteration 308Q: 39 clusters Score -1.577018e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304252 members 
Mstep: Class 7 contains 224706 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7212 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76244 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 229840 members 
Mstep: Class 15 contains 7150 members 
Mstep: Class 16 contains 219529 members 
Mstep: Class 17 contains 5927 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102259 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43536 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4952 members 
Mstep: Class 37 contains 29138 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701808.000000 Penalty: 135041.625000
Iteration 309Q: 39 clusters Score -1.577018e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304252 members 
Mstep: Class 7 contains 224705 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7212 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76244 members 
Mstep: Class 13 contains 9664 members 
Mstep: Class 14 contains 229840 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 219529 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102259 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43534 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4952 members 
Mstep: Class 37 contains 29143 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701808.000000 Penalty: 135041.625000
Iteration 310Q: 39 clusters Score -1.577018e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304252 members 
Mstep: Class 7 contains 224702 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7212 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76244 members 
Mstep: Class 13 contains 9664 members 
Mstep: Class 14 contains 229840 members 
Mstep: Class 15 contains 7152 members 
Mstep: Class 16 contains 219529 members 
Mstep: Class 17 contains 5923 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18710 members 
Mstep: Class 31 contains 102258 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43533 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4952 members 
Mstep: Class 37 contains 29150 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701792.000000 Penalty: 135041.625000
Iteration 311Q: 39 clusters Score -1.577018e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304252 members 
Mstep: Class 7 contains 224698 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7212 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76244 members 
Mstep: Class 13 contains 9663 members 
Mstep: Class 14 contains 229840 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 219527 members 
Mstep: Class 17 contains 5923 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18710 members 
Mstep: Class 31 contains 102258 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43532 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29157 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701744.000000 Penalty: 135041.625000
Iteration 312Q: 39 clusters Score -1.577017e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126251 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304252 members 
Mstep: Class 7 contains 224694 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7212 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76246 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229840 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 219527 members 
Mstep: Class 17 contains 5922 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23174 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102259 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43531 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29165 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701760.000000 Penalty: 135041.625000
Iteration 313Q: 39 clusters Score -1.577018e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126250 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224692 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7212 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76248 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229840 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 219527 members 
Mstep: Class 17 contains 5921 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23173 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102261 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43530 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29167 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701776.000000 Penalty: 135041.625000
Iteration 314Q: 39 clusters Score -1.577018e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126250 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224687 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7212 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76249 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229839 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 219527 members 
Mstep: Class 17 contains 5918 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23173 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102262 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43530 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29174 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701792.000000 Penalty: 135041.625000
Iteration 315Q: 39 clusters Score -1.577018e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126250 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224683 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7213 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76251 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229839 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 219527 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23172 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102263 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43530 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29176 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701760.000000 Penalty: 135041.625000
Iteration 316Q: 39 clusters Score -1.577018e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126250 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224682 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7213 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76251 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229841 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 219527 members 
Mstep: Class 17 contains 5916 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23172 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102264 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43530 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4951 members 
Mstep: Class 37 contains 29175 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701680.000000 Penalty: 135041.625000
Iteration 317Q: 39 clusters Score -1.577017e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126249 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224680 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7213 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76252 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229841 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 219527 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23172 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7722 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102264 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43530 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29177 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701664.000000 Penalty: 135041.625000
Iteration 318Q: 39 clusters Score -1.577017e+08 nChanged 5
Entering ConstructFrom: 
Score: -157701664.000000 Penalty: 135041.625000
Entering ConstructFrom: 
Trying to split cluster 1 (126249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126249 members 
Entering Unmasked Estep 
Score: -12255688.000000 Penalty: 2913.010986
	Iteration 0F: 2 clusters Score -1.225569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -12170916.000000 Penalty: 5826.021973
	Iteration 0F: 3 clusters Score -1.217092e+07 nChanged 59937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64601 members 
Mstep: Class 2 contains 61648 members 
Entering Unmasked Estep 
Score: -12205465.000000 Penalty: 5826.021973
	Iteration 1F: 3 clusters Score -1.220546e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -12206225.000000 Penalty: 5826.021973
	Iteration 2Q: 3 clusters Score -1.220622e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67180 members 
Mstep: Class 2 contains 59069 members 
Entering Unmasked Estep 
Score: -12207191.000000 Penalty: 5826.021973
	Iteration 3Q: 3 clusters Score -1.220719e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69402 members 
Mstep: Class 2 contains 56847 members 
Entering Unmasked Estep 
Score: -12208270.000000 Penalty: 5826.021973
	Iteration 4Q: 3 clusters Score -1.220827e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -12209589.000000 Penalty: 5826.021973
	Iteration 5Q: 3 clusters Score -1.220959e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77305 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -12211859.000000 Penalty: 5826.021973
	Iteration 6Q: 3 clusters Score -1.221186e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83903 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -12215836.000000 Penalty: 5826.021973
	Iteration 7F: 3 clusters Score -1.221584e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92635 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -12222185.000000 Penalty: 5826.021973
	Iteration 8F: 3 clusters Score -1.222218e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102856 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -12231077.000000 Penalty: 5826.021973
	Iteration 9F: 3 clusters Score -1.223108e+07 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112779 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -12240636.000000 Penalty: 5826.021973
	Iteration 10F: 3 clusters Score -1.224064e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119923 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -12247539.000000 Penalty: 5826.021973
	Iteration 11F: 3 clusters Score -1.224754e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123643 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -12250974.000000 Penalty: 5826.021973
	Iteration 12Q: 3 clusters Score -1.225097e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125154 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -12252284.000000 Penalty: 5826.021973
	Iteration 13Q: 3 clusters Score -1.225228e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125651 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12252717.000000 Penalty: 5826.021973
	Iteration 14Q: 3 clusters Score -1.225272e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125826 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12252932.000000 Penalty: 5826.021973
	Iteration 15Q: 3 clusters Score -1.225293e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125890 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12253018.000000 Penalty: 5826.021973
	Iteration 16Q: 3 clusters Score -1.225302e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125919 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -12253079.000000 Penalty: 5826.021973
	Iteration 17Q: 3 clusters Score -1.225308e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125938 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -12253121.000000 Penalty: 5826.021973
	Iteration 18Q: 3 clusters Score -1.225312e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125949 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -12253141.000000 Penalty: 5826.021973
	Iteration 19Q: 3 clusters Score -1.225314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125951 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -12253145.000000 Penalty: 5826.021973
	Iteration 20F: 3 clusters Score -1.225314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125954 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12253157.000000 Penalty: 5826.021973
	Iteration 21Q: 3 clusters Score -1.225316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125955 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -12253149.000000 Penalty: 5826.021973
	Iteration 22Q: 3 clusters Score -1.225315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125957 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -12253155.000000 Penalty: 5826.021973
	Iteration 23Q: 3 clusters Score -1.225316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125959 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -12253158.000000 Penalty: 5826.021973
	Iteration 24Q: 3 clusters Score -1.225316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125960 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -12253157.000000 Penalty: 5826.021973
	Iteration 25Q: 3 clusters Score -1.225316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125961 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -12253152.000000 Penalty: 5826.021973
	Iteration 26Q: 3 clusters Score -1.225315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125962 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -12253154.000000 Penalty: 5826.021973
	Iteration 27Q: 3 clusters Score -1.225315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125964 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -12253163.000000 Penalty: 5826.021973
	Iteration 28Q: 3 clusters Score -1.225316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125963 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -12253164.000000 Penalty: 5826.021973
	Iteration 29Q: 3 clusters Score -1.225316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125964 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -12253165.000000 Penalty: 5826.021973
	Iteration 30Q: 3 clusters Score -1.225316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125966 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -12253171.000000 Penalty: 5826.021973
	Iteration 31Q: 3 clusters Score -1.225317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125966 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -12253171.000000 Penalty: 5826.021973
	Iteration 32F: 3 clusters Score -1.225317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -345842.343750 Penalty: 2040.057373
	Iteration 0F: 2 clusters Score -345842.3 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 1904 members 
Entering Unmasked Estep 
Score: -342117.281250 Penalty: 4080.114746
	Iteration 0F: 3 clusters Score -342117.3 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -342957.968750 Penalty: 4080.114746
	Iteration 1F: 3 clusters Score -342958 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -343168.312500 Penalty: 4080.114746
	Iteration 2F: 3 clusters Score -343168.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -343310.531250 Penalty: 4080.114746
	Iteration 3F: 3 clusters Score -343310.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -343419.187500 Penalty: 4080.114746
	Iteration 4Q: 3 clusters Score -343419.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -343508.406250 Penalty: 4080.114746
	Iteration 5Q: 3 clusters Score -343508.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -343586.750000 Penalty: 4080.114746
	Iteration 6Q: 3 clusters Score -343586.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -343652.093750 Penalty: 4080.114746
	Iteration 7Q: 3 clusters Score -343652.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -343707.343750 Penalty: 4080.114746
	Iteration 8Q: 3 clusters Score -343707.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -343750.125000 Penalty: 4080.114746
	Iteration 9Q: 3 clusters Score -343750.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -343791.312500 Penalty: 4080.114746
	Iteration 10Q: 3 clusters Score -343791.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -343824.031250 Penalty: 4080.114746
	Iteration 11Q: 3 clusters Score -343824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -343852.218750 Penalty: 4080.114746
	Iteration 12Q: 3 clusters Score -343852.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -343879.937500 Penalty: 4080.114746
	Iteration 13Q: 3 clusters Score -343879.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -343904.781250 Penalty: 4080.114746
	Iteration 14Q: 3 clusters Score -343904.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -343924.875000 Penalty: 4080.114746
	Iteration 15Q: 3 clusters Score -343924.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -343940.843750 Penalty: 4080.114746
	Iteration 16Q: 3 clusters Score -343940.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -343950.843750 Penalty: 4080.114746
	Iteration 17Q: 3 clusters Score -343950.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -343956.718750 Penalty: 4080.114746
	Iteration 18Q: 3 clusters Score -343956.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -343962.406250 Penalty: 4080.114746
	Iteration 19Q: 3 clusters Score -343962.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -343964.187500 Penalty: 4080.114746
	Iteration 20F: 3 clusters Score -343964.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -343967.343750 Penalty: 4080.114746
	Iteration 21Q: 3 clusters Score -343967.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -343970.906250 Penalty: 4080.114746
	Iteration 22Q: 3 clusters Score -343970.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -343973.656250 Penalty: 4080.114746
	Iteration 23Q: 3 clusters Score -343973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -343976.593750 Penalty: 4080.114746
	Iteration 24Q: 3 clusters Score -343976.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -343979.875000 Penalty: 4080.114746
	Iteration 25Q: 3 clusters Score -343979.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -343983.437500 Penalty: 4080.114746
	Iteration 26Q: 3 clusters Score -343983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -343985.718750 Penalty: 4080.114746
	Iteration 27Q: 3 clusters Score -343985.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -343988.625000 Penalty: 4080.114746
	Iteration 28Q: 3 clusters Score -343988.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -343988.156250 Penalty: 4080.114746
	Iteration 29Q: 3 clusters Score -343988.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -343989.937500 Penalty: 4080.114746
	Iteration 30Q: 3 clusters Score -343989.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -343990.437500 Penalty: 4080.114746
	Iteration 31Q: 3 clusters Score -343990.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -343990.687500 Penalty: 4080.114746
	Iteration 32Q: 3 clusters Score -343990.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -343991.218750 Penalty: 4080.114746
	Iteration 33Q: 3 clusters Score -343991.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -343992.468750 Penalty: 4080.114746
	Iteration 34Q: 3 clusters Score -343992.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -343993.875000 Penalty: 4080.114746
	Iteration 35Q: 3 clusters Score -343993.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -343994.531250 Penalty: 4080.114746
	Iteration 36Q: 3 clusters Score -343994.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -343995.906250 Penalty: 4080.114746
	Iteration 37Q: 3 clusters Score -343995.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -343996.750000 Penalty: 4080.114746
	Iteration 38Q: 3 clusters Score -343996.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -343996.750000 Penalty: 4080.114746
	Iteration 39F: 3 clusters Score -343996.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Entering Unmasked Estep 
Score: -1033174.437500 Penalty: 2308.836426
	Iteration 0F: 2 clusters Score -1033174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1024857.437500 Penalty: 4617.672852
	Iteration 0F: 3 clusters Score -1024857 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1027375.812500 Penalty: 4617.672852
	Iteration 1F: 3 clusters Score -1027376 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1027737.062500 Penalty: 4617.672852
	Iteration 2F: 3 clusters Score -1027737 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1028071.187500 Penalty: 4617.672852
	Iteration 3F: 3 clusters Score -1028071 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1028410.562500 Penalty: 4617.672852
	Iteration 4Q: 3 clusters Score -1028411 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1028747.625000 Penalty: 4617.672852
	Iteration 5Q: 3 clusters Score -1028748 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1029091.562500 Penalty: 4617.672852
	Iteration 6Q: 3 clusters Score -1029092 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1029476.937500 Penalty: 4617.672852
	Iteration 7Q: 3 clusters Score -1029477 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1029851.187500 Penalty: 4617.672852
	Iteration 8Q: 3 clusters Score -1029851 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1030234.375000 Penalty: 4617.672852
	Iteration 9Q: 3 clusters Score -1030234 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1030574.375000 Penalty: 4617.672852
	Iteration 10Q: 3 clusters Score -1030574 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1030887.687500 Penalty: 4617.672852
	Iteration 11Q: 3 clusters Score -1030888 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1031105.937500 Penalty: 4617.672852
	Iteration 12Q: 3 clusters Score -1031106 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1031256.375000 Penalty: 4617.672852
	Iteration 13Q: 3 clusters Score -1031256 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1031342.875000 Penalty: 4617.672852
	Iteration 14Q: 3 clusters Score -1031343 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1031389.937500 Penalty: 4617.672852
	Iteration 15Q: 3 clusters Score -1031390 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1031425.812500 Penalty: 4617.672852
	Iteration 16Q: 3 clusters Score -1031426 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1031458.312500 Penalty: 4617.672852
	Iteration 17Q: 3 clusters Score -1031458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1031486.562500 Penalty: 4617.672852
	Iteration 18Q: 3 clusters Score -1031487 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1031516.937500 Penalty: 4617.672852
	Iteration 19Q: 3 clusters Score -1031517 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1031548.937500 Penalty: 4617.672852
	Iteration 20F: 3 clusters Score -1031549 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1031578.875000 Penalty: 4617.672852
	Iteration 21Q: 3 clusters Score -1031579 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1031600.437500 Penalty: 4617.672852
	Iteration 22Q: 3 clusters Score -1031600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1031621.375000 Penalty: 4617.672852
	Iteration 23Q: 3 clusters Score -1031621 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1031635.687500 Penalty: 4617.672852
	Iteration 24Q: 3 clusters Score -1031636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1031652.187500 Penalty: 4617.672852
	Iteration 25Q: 3 clusters Score -1031652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1031665.062500 Penalty: 4617.672852
	Iteration 26Q: 3 clusters Score -1031665 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1031679.687500 Penalty: 4617.672852
	Iteration 27Q: 3 clusters Score -1031680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1031694.375000 Penalty: 4617.672852
	Iteration 28Q: 3 clusters Score -1031694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1031704.812500 Penalty: 4617.672852
	Iteration 29Q: 3 clusters Score -1031705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1031717.062500 Penalty: 4617.672852
	Iteration 30Q: 3 clusters Score -1031717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1031723.562500 Penalty: 4617.672852
	Iteration 31Q: 3 clusters Score -1031724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1031726.437500 Penalty: 4617.672852
	Iteration 32Q: 3 clusters Score -1031726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1031728.750000 Penalty: 4617.672852
	Iteration 33Q: 3 clusters Score -1031729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1031732.500000 Penalty: 4617.672852
	Iteration 34Q: 3 clusters Score -1031732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1031733.500000 Penalty: 4617.672852
	Iteration 35Q: 3 clusters Score -1031734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1031740.437500 Penalty: 4617.672852
	Iteration 36Q: 3 clusters Score -1031740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1031741.437500 Penalty: 4617.672852
	Iteration 37Q: 3 clusters Score -1031741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1031745.750000 Penalty: 4617.672852
	Iteration 38Q: 3 clusters Score -1031746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1031753.312500 Penalty: 4617.672852
	Iteration 39Q: 3 clusters Score -1031753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1031761.625000 Penalty: 4617.672852
	Iteration 40F: 3 clusters Score -1031762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1031765.812500 Penalty: 4617.672852
	Iteration 41Q: 3 clusters Score -1031766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1031766.125000 Penalty: 4617.672852
	Iteration 42Q: 3 clusters Score -1031766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1031772.500000 Penalty: 4617.672852
	Iteration 43Q: 3 clusters Score -1031772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1031780.500000 Penalty: 4617.672852
	Iteration 44Q: 3 clusters Score -1031780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1031788.125000 Penalty: 4617.672852
	Iteration 45Q: 3 clusters Score -1031788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1031793.937500 Penalty: 4617.672852
	Iteration 46Q: 3 clusters Score -1031794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1031802.500000 Penalty: 4617.672852
	Iteration 47Q: 3 clusters Score -1031802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1031813.437500 Penalty: 4617.672852
	Iteration 48Q: 3 clusters Score -1031813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1031821.000000 Penalty: 4617.672852
	Iteration 49Q: 3 clusters Score -1031821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1031836.437500 Penalty: 4617.672852
	Iteration 50Q: 3 clusters Score -1031836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1031851.187500 Penalty: 4617.672852
	Iteration 51Q: 3 clusters Score -1031851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1031863.125000 Penalty: 4617.672852
	Iteration 52Q: 3 clusters Score -1031863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1031868.437500 Penalty: 4617.672852
	Iteration 53Q: 3 clusters Score -1031868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1031873.062500 Penalty: 4617.672852
	Iteration 54Q: 3 clusters Score -1031873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1031876.562500 Penalty: 4617.672852
	Iteration 55Q: 3 clusters Score -1031877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1031883.500000 Penalty: 4617.672852
	Iteration 56Q: 3 clusters Score -1031884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1031886.687500 Penalty: 4617.672852
	Iteration 57Q: 3 clusters Score -1031887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1031894.562500 Penalty: 4617.672852
	Iteration 58Q: 3 clusters Score -1031895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1031897.500000 Penalty: 4617.672852
	Iteration 59Q: 3 clusters Score -1031898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1031900.687500 Penalty: 4617.672852
	Iteration 60F: 3 clusters Score -1031901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1031906.312500 Penalty: 4617.672852
	Iteration 61Q: 3 clusters Score -1031906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1031909.312500 Penalty: 4617.672852
	Iteration 62Q: 3 clusters Score -1031909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1031912.437500 Penalty: 4617.672852
	Iteration 63Q: 3 clusters Score -1031912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1031920.187500 Penalty: 4617.672852
	Iteration 64Q: 3 clusters Score -1031920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1031921.875000 Penalty: 4617.672852
	Iteration 65Q: 3 clusters Score -1031922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1031923.625000 Penalty: 4617.672852
	Iteration 66Q: 3 clusters Score -1031924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1031926.500000 Penalty: 4617.672852
	Iteration 67Q: 3 clusters Score -1031926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1031925.562500 Penalty: 4617.672852
	Iteration 68Q: 3 clusters Score -1031926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1031927.687500 Penalty: 4617.672852
	Iteration 69Q: 3 clusters Score -1031928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1031927.687500 Penalty: 4617.672852
	Iteration 70F: 3 clusters Score -1031928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Entering Unmasked Estep 
Score: -1119353.125000 Penalty: 2324.896729
	Iteration 0F: 2 clusters Score -1119353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1110558.625000 Penalty: 4649.793457
	Iteration 0F: 3 clusters Score -1110559 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1113247.500000 Penalty: 4649.793457
	Iteration 1F: 3 clusters Score -1113248 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1113600.625000 Penalty: 4649.793457
	Iteration 2F: 3 clusters Score -1113601 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1113931.000000 Penalty: 4649.793457
	Iteration 3F: 3 clusters Score -1113931 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1114223.000000 Penalty: 4649.793457
	Iteration 4Q: 3 clusters Score -1114223 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1114445.375000 Penalty: 4649.793457
	Iteration 5Q: 3 clusters Score -1114445 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1114647.750000 Penalty: 4649.793457
	Iteration 6Q: 3 clusters Score -1114648 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1114801.500000 Penalty: 4649.793457
	Iteration 7Q: 3 clusters Score -1114802 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1114924.375000 Penalty: 4649.793457
	Iteration 8Q: 3 clusters Score -1114924 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1115027.125000 Penalty: 4649.793457
	Iteration 9Q: 3 clusters Score -1115027 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1115105.625000 Penalty: 4649.793457
	Iteration 10Q: 3 clusters Score -1115106 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1115174.375000 Penalty: 4649.793457
	Iteration 11Q: 3 clusters Score -1115174 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1115250.625000 Penalty: 4649.793457
	Iteration 12Q: 3 clusters Score -1115251 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1115313.125000 Penalty: 4649.793457
	Iteration 13Q: 3 clusters Score -1115313 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1115382.250000 Penalty: 4649.793457
	Iteration 14Q: 3 clusters Score -1115382 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1115448.875000 Penalty: 4649.793457
	Iteration 15Q: 3 clusters Score -1115449 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1115526.750000 Penalty: 4649.793457
	Iteration 16Q: 3 clusters Score -1115527 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1115614.500000 Penalty: 4649.793457
	Iteration 17Q: 3 clusters Score -1115614 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1115704.125000 Penalty: 4649.793457
	Iteration 18Q: 3 clusters Score -1115704 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1115796.875000 Penalty: 4649.793457
	Iteration 19Q: 3 clusters Score -1115797 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1115865.750000 Penalty: 4649.793457
	Iteration 20F: 3 clusters Score -1115866 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1115929.125000 Penalty: 4649.793457
	Iteration 21Q: 3 clusters Score -1115929 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1115998.000000 Penalty: 4649.793457
	Iteration 22Q: 3 clusters Score -1115998 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1116056.125000 Penalty: 4649.793457
	Iteration 23Q: 3 clusters Score -1116056 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1116103.875000 Penalty: 4649.793457
	Iteration 24Q: 3 clusters Score -1116104 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1116139.000000 Penalty: 4649.793457
	Iteration 25Q: 3 clusters Score -1116139 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1116171.750000 Penalty: 4649.793457
	Iteration 26Q: 3 clusters Score -1116172 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1116210.125000 Penalty: 4649.793457
	Iteration 27Q: 3 clusters Score -1116210 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1116257.500000 Penalty: 4649.793457
	Iteration 28Q: 3 clusters Score -1116258 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1116308.375000 Penalty: 4649.793457
	Iteration 29Q: 3 clusters Score -1116308 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1116368.500000 Penalty: 4649.793457
	Iteration 30Q: 3 clusters Score -1116368 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1116424.875000 Penalty: 4649.793457
	Iteration 31Q: 3 clusters Score -1116425 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1116477.375000 Penalty: 4649.793457
	Iteration 32Q: 3 clusters Score -1116477 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1116531.875000 Penalty: 4649.793457
	Iteration 33Q: 3 clusters Score -1116532 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1116589.000000 Penalty: 4649.793457
	Iteration 34Q: 3 clusters Score -1116589 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1116640.500000 Penalty: 4649.793457
	Iteration 35Q: 3 clusters Score -1116640 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1116696.750000 Penalty: 4649.793457
	Iteration 36Q: 3 clusters Score -1116697 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1116753.250000 Penalty: 4649.793457
	Iteration 37Q: 3 clusters Score -1116753 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1116825.875000 Penalty: 4649.793457
	Iteration 38Q: 3 clusters Score -1116826 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1116909.375000 Penalty: 4649.793457
	Iteration 39Q: 3 clusters Score -1116909 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1117007.500000 Penalty: 4649.793457
	Iteration 40F: 3 clusters Score -1117008 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1117106.125000 Penalty: 4649.793457
	Iteration 41Q: 3 clusters Score -1117106 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1117193.500000 Penalty: 4649.793457
	Iteration 42Q: 3 clusters Score -1117194 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1117282.500000 Penalty: 4649.793457
	Iteration 43Q: 3 clusters Score -1117282 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1117372.625000 Penalty: 4649.793457
	Iteration 44Q: 3 clusters Score -1117373 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1117435.375000 Penalty: 4649.793457
	Iteration 45Q: 3 clusters Score -1117435 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1117490.000000 Penalty: 4649.793457
	Iteration 46Q: 3 clusters Score -1117490 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1117553.000000 Penalty: 4649.793457
	Iteration 47Q: 3 clusters Score -1117553 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1117613.250000 Penalty: 4649.793457
	Iteration 48Q: 3 clusters Score -1117613 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1117659.875000 Penalty: 4649.793457
	Iteration 49Q: 3 clusters Score -1117660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1117688.875000 Penalty: 4649.793457
	Iteration 50Q: 3 clusters Score -1117689 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1117709.500000 Penalty: 4649.793457
	Iteration 51Q: 3 clusters Score -1117710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1117731.875000 Penalty: 4649.793457
	Iteration 52Q: 3 clusters Score -1117732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1117745.250000 Penalty: 4649.793457
	Iteration 53Q: 3 clusters Score -1117745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1117757.750000 Penalty: 4649.793457
	Iteration 54Q: 3 clusters Score -1117758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1117767.875000 Penalty: 4649.793457
	Iteration 55Q: 3 clusters Score -1117768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1117773.625000 Penalty: 4649.793457
	Iteration 56Q: 3 clusters Score -1117774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1117783.875000 Penalty: 4649.793457
	Iteration 57Q: 3 clusters Score -1117784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1117791.000000 Penalty: 4649.793457
	Iteration 58Q: 3 clusters Score -1117791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1117795.875000 Penalty: 4649.793457
	Iteration 59Q: 3 clusters Score -1117796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1117800.625000 Penalty: 4649.793457
	Iteration 60F: 3 clusters Score -1117801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1117804.375000 Penalty: 4649.793457
	Iteration 61Q: 3 clusters Score -1117804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1117805.250000 Penalty: 4649.793457
	Iteration 62Q: 3 clusters Score -1117805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1117806.125000 Penalty: 4649.793457
	Iteration 63Q: 3 clusters Score -1117806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1117805.250000 Penalty: 4649.793457
	Iteration 64Q: 3 clusters Score -1117805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1117805.250000 Penalty: 4649.793457
	Iteration 65F: 3 clusters Score -1117805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Entering Unmasked Estep 
Score: -1139150.875000 Penalty: 2329.545410
	Iteration 0F: 2 clusters Score -1139151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1130255.625000 Penalty: 4659.090820
	Iteration 0F: 3 clusters Score -1130256 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1133062.750000 Penalty: 4659.090820
	Iteration 1F: 3 clusters Score -1133063 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1133582.750000 Penalty: 4659.090820
	Iteration 2F: 3 clusters Score -1133583 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1134290.375000 Penalty: 4659.090820
	Iteration 3F: 3 clusters Score -1134290 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1135364.750000 Penalty: 4659.090820
	Iteration 4F: 3 clusters Score -1135365 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1136508.625000 Penalty: 4659.090820
	Iteration 5F: 3 clusters Score -1136509 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1137216.125000 Penalty: 4659.090820
	Iteration 6F: 3 clusters Score -1137216 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1137646.625000 Penalty: 4659.090820
	Iteration 7F: 3 clusters Score -1137647 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1137958.125000 Penalty: 4659.090820
	Iteration 8Q: 3 clusters Score -1137958 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1138174.625000 Penalty: 4659.090820
	Iteration 9Q: 3 clusters Score -1138175 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1138356.125000 Penalty: 4659.090820
	Iteration 10Q: 3 clusters Score -1138356 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1138543.125000 Penalty: 4659.090820
	Iteration 11Q: 3 clusters Score -1138543 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1138664.000000 Penalty: 4659.090820
	Iteration 12Q: 3 clusters Score -1138664 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1138732.625000 Penalty: 4659.090820
	Iteration 13Q: 3 clusters Score -1138733 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1138773.500000 Penalty: 4659.090820
	Iteration 14Q: 3 clusters Score -1138774 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1138800.375000 Penalty: 4659.090820
	Iteration 15Q: 3 clusters Score -1138800 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1138825.375000 Penalty: 4659.090820
	Iteration 16Q: 3 clusters Score -1138825 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1138848.000000 Penalty: 4659.090820
	Iteration 17Q: 3 clusters Score -1138848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1138871.750000 Penalty: 4659.090820
	Iteration 18Q: 3 clusters Score -1138872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1138886.375000 Penalty: 4659.090820
	Iteration 19Q: 3 clusters Score -1138886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1138899.375000 Penalty: 4659.090820
	Iteration 20F: 3 clusters Score -1138899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1138907.375000 Penalty: 4659.090820
	Iteration 21Q: 3 clusters Score -1138907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1138915.000000 Penalty: 4659.090820
	Iteration 22Q: 3 clusters Score -1138915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1138924.250000 Penalty: 4659.090820
	Iteration 23Q: 3 clusters Score -1138924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1138934.000000 Penalty: 4659.090820
	Iteration 24Q: 3 clusters Score -1138934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1138952.625000 Penalty: 4659.090820
	Iteration 25Q: 3 clusters Score -1138953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1138992.250000 Penalty: 4659.090820
	Iteration 26Q: 3 clusters Score -1138992 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1139093.875000 Penalty: 4659.090820
	Iteration 27Q: 3 clusters Score -1139094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1139357.625000 Penalty: 4659.090820
	Iteration 28Q: 3 clusters Score -1139358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1139510.875000 Penalty: 4659.090820
	Iteration 29Q: 3 clusters Score -1139511 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1139555.875000 Penalty: 4659.090820
	Iteration 30Q: 3 clusters Score -1139556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1139574.250000 Penalty: 4659.090820
	Iteration 31Q: 3 clusters Score -1139574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1139578.625000 Penalty: 4659.090820
	Iteration 32Q: 3 clusters Score -1139579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1139581.500000 Penalty: 4659.090820
	Iteration 33Q: 3 clusters Score -1139582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1139581.125000 Penalty: 4659.090820
	Iteration 34Q: 3 clusters Score -1139581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1139584.375000 Penalty: 4659.090820
	Iteration 35Q: 3 clusters Score -1139584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1139583.250000 Penalty: 4659.090820
	Iteration 36Q: 3 clusters Score -1139583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1139583.500000 Penalty: 4659.090820
	Iteration 37Q: 3 clusters Score -1139584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1139585.000000 Penalty: 4659.090820
	Iteration 38Q: 3 clusters Score -1139585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1139585.875000 Penalty: 4659.090820
	Iteration 39Q: 3 clusters Score -1139586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1139586.750000 Penalty: 4659.090820
	Iteration 40F: 3 clusters Score -1139587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1139585.625000 Penalty: 4659.090820
	Iteration 41Q: 3 clusters Score -1139586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1139585.625000 Penalty: 4659.090820
	Iteration 42F: 3 clusters Score -1139586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126249 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 1735 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224677 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7213 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76253 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229841 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 219527 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23173 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7721 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102264 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43529 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29180 members 
Mstep: Class 38 contains 8260 members 
Mstep: Class 39 contains 10273 members 
Entering Unmasked Estep 
Score: -157701040.000000 Penalty: 138595.359375
Splitting cluster 5 changes total score from -157701664.000000 to -157701040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (304251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304251 members 
Entering Unmasked Estep 
Score: -29819494.000000 Penalty: 3131.150879
	Iteration 0F: 2 clusters Score -2.981949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152097 members 
Mstep: Class 2 contains 152154 members 
Entering Unmasked Estep 
Score: -29626070.000000 Penalty: 6262.301758
	Iteration 0F: 3 clusters Score -2.962607e+07 nChanged 147155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149122 members 
Mstep: Class 2 contains 155129 members 
Entering Unmasked Estep 
Score: -29712874.000000 Penalty: 6262.301758
	Iteration 1F: 3 clusters Score -2.971287e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147020 members 
Mstep: Class 2 contains 157231 members 
Entering Unmasked Estep 
Score: -29714150.000000 Penalty: 6262.301758
	Iteration 2Q: 3 clusters Score -2.971415e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143642 members 
Mstep: Class 2 contains 160609 members 
Entering Unmasked Estep 
Score: -29715802.000000 Penalty: 6262.301758
	Iteration 3Q: 3 clusters Score -2.97158e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138187 members 
Mstep: Class 2 contains 166064 members 
Entering Unmasked Estep 
Score: -29718604.000000 Penalty: 6262.301758
	Iteration 4Q: 3 clusters Score -2.97186e+07 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130071 members 
Mstep: Class 2 contains 174180 members 
Entering Unmasked Estep 
Score: -29722552.000000 Penalty: 6262.301758
	Iteration 5Q: 3 clusters Score -2.972255e+07 nChanged 15394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118435 members 
Mstep: Class 2 contains 185816 members 
Entering Unmasked Estep 
Score: -29728798.000000 Penalty: 6262.301758
	Iteration 6F: 3 clusters Score -2.97288e+07 nChanged 18904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102805 members 
Mstep: Class 2 contains 201446 members 
Entering Unmasked Estep 
Score: -29737526.000000 Penalty: 6262.301758
	Iteration 7F: 3 clusters Score -2.973753e+07 nChanged 21251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84162 members 
Mstep: Class 2 contains 220089 members 
Entering Unmasked Estep 
Score: -29749050.000000 Penalty: 6262.301758
	Iteration 8F: 3 clusters Score -2.974905e+07 nChanged 21351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 240076 members 
Entering Unmasked Estep 
Score: -29762264.000000 Penalty: 6262.301758
	Iteration 9F: 3 clusters Score -2.976226e+07 nChanged 19796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 259338 members 
Entering Unmasked Estep 
Score: -29776610.000000 Penalty: 6262.301758
	Iteration 10F: 3 clusters Score -2.977661e+07 nChanged 17054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 276300 members 
Entering Unmasked Estep 
Score: -29790944.000000 Penalty: 6262.301758
	Iteration 11F: 3 clusters Score -2.979094e+07 nChanged 12939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 289231 members 
Entering Unmasked Estep 
Score: -29802640.000000 Penalty: 6262.301758
	Iteration 12Q: 3 clusters Score -2.980264e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 297229 members 
Entering Unmasked Estep 
Score: -29810170.000000 Penalty: 6262.301758
	Iteration 13Q: 3 clusters Score -2.981017e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 301237 members 
Entering Unmasked Estep 
Score: -29814046.000000 Penalty: 6262.301758
	Iteration 14Q: 3 clusters Score -2.981405e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 302828 members 
Entering Unmasked Estep 
Score: -29815570.000000 Penalty: 6262.301758
	Iteration 15Q: 3 clusters Score -2.981557e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 303423 members 
Entering Unmasked Estep 
Score: -29816102.000000 Penalty: 6262.301758
	Iteration 16Q: 3 clusters Score -2.98161e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 303668 members 
Entering Unmasked Estep 
Score: -29816412.000000 Penalty: 6262.301758
	Iteration 17Q: 3 clusters Score -2.981641e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 303766 members 
Entering Unmasked Estep 
Score: -29816550.000000 Penalty: 6262.301758
	Iteration 18Q: 3 clusters Score -2.981655e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 303812 members 
Entering Unmasked Estep 
Score: -29816612.000000 Penalty: 6262.301758
	Iteration 19Q: 3 clusters Score -2.981661e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 303835 members 
Entering Unmasked Estep 
Score: -29816672.000000 Penalty: 6262.301758
	Iteration 20F: 3 clusters Score -2.981667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 303845 members 
Entering Unmasked Estep 
Score: -29816678.000000 Penalty: 6262.301758
	Iteration 21Q: 3 clusters Score -2.981668e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 303853 members 
Entering Unmasked Estep 
Score: -29816710.000000 Penalty: 6262.301758
	Iteration 22Q: 3 clusters Score -2.981671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 303855 members 
Entering Unmasked Estep 
Score: -29816704.000000 Penalty: 6262.301758
	Iteration 23Q: 3 clusters Score -2.98167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 303861 members 
Entering Unmasked Estep 
Score: -29816734.000000 Penalty: 6262.301758
	Iteration 24Q: 3 clusters Score -2.981673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 303867 members 
Entering Unmasked Estep 
Score: -29816744.000000 Penalty: 6262.301758
	Iteration 25Q: 3 clusters Score -2.981674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 303870 members 
Entering Unmasked Estep 
Score: -29816750.000000 Penalty: 6262.301758
	Iteration 26Q: 3 clusters Score -2.981675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 303873 members 
Entering Unmasked Estep 
Score: -29816742.000000 Penalty: 6262.301758
	Iteration 27Q: 3 clusters Score -2.981674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 303875 members 
Entering Unmasked Estep 
Score: -29816722.000000 Penalty: 6262.301758
	Iteration 28Q: 3 clusters Score -2.981672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 303877 members 
Entering Unmasked Estep 
Score: -29816750.000000 Penalty: 6262.301758
	Iteration 29Q: 3 clusters Score -2.981675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 303878 members 
Entering Unmasked Estep 
Score: -29816736.000000 Penalty: 6262.301758
	Iteration 30Q: 3 clusters Score -2.981674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 303879 members 
Entering Unmasked Estep 
Score: -29816736.000000 Penalty: 6262.301758
	Iteration 31Q: 3 clusters Score -2.981674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 303879 members 
Entering Unmasked Estep 
Score: -29816736.000000 Penalty: 6262.301758
	Iteration 32F: 3 clusters Score -2.981674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (224677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224677 members 
Entering Unmasked Estep 
Score: -22078148.000000 Penalty: 3055.959961
	Iteration 0F: 2 clusters Score -2.207815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112246 members 
Mstep: Class 2 contains 112431 members 
Entering Unmasked Estep 
Score: -21929240.000000 Penalty: 6111.919922
	Iteration 0F: 3 clusters Score -2.192924e+07 nChanged 107984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111176 members 
Mstep: Class 2 contains 113501 members 
Entering Unmasked Estep 
Score: -21993030.000000 Penalty: 6111.919922
	Iteration 1F: 3 clusters Score -2.199303e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110614 members 
Mstep: Class 2 contains 114063 members 
Entering Unmasked Estep 
Score: -21993912.000000 Penalty: 6111.919922
	Iteration 2Q: 3 clusters Score -2.199391e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109776 members 
Mstep: Class 2 contains 114901 members 
Entering Unmasked Estep 
Score: -21994826.000000 Penalty: 6111.919922
	Iteration 3Q: 3 clusters Score -2.199483e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108384 members 
Mstep: Class 2 contains 116293 members 
Entering Unmasked Estep 
Score: -21996072.000000 Penalty: 6111.919922
	Iteration 4Q: 3 clusters Score -2.199607e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106362 members 
Mstep: Class 2 contains 118315 members 
Entering Unmasked Estep 
Score: -21997416.000000 Penalty: 6111.919922
	Iteration 5Q: 3 clusters Score -2.199742e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103284 members 
Mstep: Class 2 contains 121393 members 
Entering Unmasked Estep 
Score: -21998964.000000 Penalty: 6111.919922
	Iteration 6Q: 3 clusters Score -2.199896e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 125945 members 
Entering Unmasked Estep 
Score: -22001062.000000 Penalty: 6111.919922
	Iteration 7Q: 3 clusters Score -2.200106e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92028 members 
Mstep: Class 2 contains 132649 members 
Entering Unmasked Estep 
Score: -22004440.000000 Penalty: 6111.919922
	Iteration 8Q: 3 clusters Score -2.200444e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82635 members 
Mstep: Class 2 contains 142042 members 
Entering Unmasked Estep 
Score: -22009446.000000 Penalty: 6111.919922
	Iteration 9Q: 3 clusters Score -2.200945e+07 nChanged 13194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 154656 members 
Entering Unmasked Estep 
Score: -22017514.000000 Penalty: 6111.919922
	Iteration 10F: 3 clusters Score -2.201751e+07 nChanged 15805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 170217 members 
Entering Unmasked Estep 
Score: -22029140.000000 Penalty: 6111.919922
	Iteration 11F: 3 clusters Score -2.202914e+07 nChanged 16696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 186877 members 
Entering Unmasked Estep 
Score: -22042704.000000 Penalty: 6111.919922
	Iteration 12F: 3 clusters Score -2.20427e+07 nChanged 15248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 202115 members 
Entering Unmasked Estep 
Score: -22055692.000000 Penalty: 6111.919922
	Iteration 13F: 3 clusters Score -2.205569e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 213440 members 
Entering Unmasked Estep 
Score: -22065768.000000 Penalty: 6111.919922
	Iteration 14F: 3 clusters Score -2.206577e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 220138 members 
Entering Unmasked Estep 
Score: -22071826.000000 Penalty: 6111.919922
	Iteration 15Q: 3 clusters Score -2.207183e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 222883 members 
Entering Unmasked Estep 
Score: -22074258.000000 Penalty: 6111.919922
	Iteration 16Q: 3 clusters Score -2.207426e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 223761 members 
Entering Unmasked Estep 
Score: -22074960.000000 Penalty: 6111.919922
	Iteration 17Q: 3 clusters Score -2.207496e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 224007 members 
Entering Unmasked Estep 
Score: -22075298.000000 Penalty: 6111.919922
	Iteration 18Q: 3 clusters Score -2.20753e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 224122 members 
Entering Unmasked Estep 
Score: -22075438.000000 Penalty: 6111.919922
	Iteration 19Q: 3 clusters Score -2.207544e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 224160 members 
Entering Unmasked Estep 
Score: -22075528.000000 Penalty: 6111.919922
	Iteration 20F: 3 clusters Score -2.207553e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 224178 members 
Entering Unmasked Estep 
Score: -22075574.000000 Penalty: 6111.919922
	Iteration 21Q: 3 clusters Score -2.207557e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 224187 members 
Entering Unmasked Estep 
Score: -22075636.000000 Penalty: 6111.919922
	Iteration 22Q: 3 clusters Score -2.207564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 224186 members 
Entering Unmasked Estep 
Score: -22075622.000000 Penalty: 6111.919922
	Iteration 23Q: 3 clusters Score -2.207562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 224188 members 
Entering Unmasked Estep 
Score: -22075632.000000 Penalty: 6111.919922
	Iteration 24Q: 3 clusters Score -2.207563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 224189 members 
Entering Unmasked Estep 
Score: -22075652.000000 Penalty: 6111.919922
	Iteration 25Q: 3 clusters Score -2.207565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 224193 members 
Entering Unmasked Estep 
Score: -22075666.000000 Penalty: 6111.919922
	Iteration 26Q: 3 clusters Score -2.207567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 224195 members 
Entering Unmasked Estep 
Score: -22075672.000000 Penalty: 6111.919922
	Iteration 27Q: 3 clusters Score -2.207567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 224198 members 
Entering Unmasked Estep 
Score: -22075668.000000 Penalty: 6111.919922
	Iteration 28Q: 3 clusters Score -2.207567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 224199 members 
Entering Unmasked Estep 
Score: -22075664.000000 Penalty: 6111.919922
	Iteration 29Q: 3 clusters Score -2.207566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 224197 members 
Entering Unmasked Estep 
Score: -22075664.000000 Penalty: 6111.919922
	Iteration 30Q: 3 clusters Score -2.207566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 224198 members 
Entering Unmasked Estep 
Score: -22075658.000000 Penalty: 6111.919922
	Iteration 31Q: 3 clusters Score -2.207566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 224201 members 
Entering Unmasked Estep 
Score: -22075672.000000 Penalty: 6111.919922
	Iteration 32Q: 3 clusters Score -2.207567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 224201 members 
Entering Unmasked Estep 
Score: -22075672.000000 Penalty: 6111.919922
	Iteration 33F: 3 clusters Score -2.207567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (64314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Entering Unmasked Estep 
Score: -6233965.500000 Penalty: 2745.739990
	Iteration 0F: 2 clusters Score -6233966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -6190958.000000 Penalty: 5491.479980
	Iteration 0F: 3 clusters Score -6190958 nChanged 29916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -6207573.000000 Penalty: 5491.479980
	Iteration 1F: 3 clusters Score -6207573 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -6208225.000000 Penalty: 5491.479980
	Iteration 2Q: 3 clusters Score -6208225 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -6209094.500000 Penalty: 5491.479980
	Iteration 3Q: 3 clusters Score -6209094 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -6210313.500000 Penalty: 5491.479980
	Iteration 4Q: 3 clusters Score -6210314 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -6212056.500000 Penalty: 5491.479980
	Iteration 5F: 3 clusters Score -6212056 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -6214168.000000 Penalty: 5491.479980
	Iteration 6F: 3 clusters Score -6214168 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -6216393.500000 Penalty: 5491.479980
	Iteration 7F: 3 clusters Score -6216394 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -6218213.000000 Penalty: 5491.479980
	Iteration 8F: 3 clusters Score -6218213 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -6219782.000000 Penalty: 5491.479980
	Iteration 9F: 3 clusters Score -6219782 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -6221298.000000 Penalty: 5491.479980
	Iteration 10Q: 3 clusters Score -6221298 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -6222933.000000 Penalty: 5491.479980
	Iteration 11Q: 3 clusters Score -6222933 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -6224883.000000 Penalty: 5491.479980
	Iteration 12Q: 3 clusters Score -6224883 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -6227082.000000 Penalty: 5491.479980
	Iteration 13Q: 3 clusters Score -6227082 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -6228848.000000 Penalty: 5491.479980
	Iteration 14Q: 3 clusters Score -6228848 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -6229870.500000 Penalty: 5491.479980
	Iteration 15Q: 3 clusters Score -6229870 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -6230345.000000 Penalty: 5491.479980
	Iteration 16Q: 3 clusters Score -6230345 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -6230577.500000 Penalty: 5491.479980
	Iteration 17Q: 3 clusters Score -6230578 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -6230747.000000 Penalty: 5491.479980
	Iteration 18Q: 3 clusters Score -6230747 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -6230862.500000 Penalty: 5491.479980
	Iteration 19Q: 3 clusters Score -6230862 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -6230999.000000 Penalty: 5491.479980
	Iteration 20F: 3 clusters Score -6230999 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -6231109.000000 Penalty: 5491.479980
	Iteration 21Q: 3 clusters Score -6231109 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -6231232.000000 Penalty: 5491.479980
	Iteration 22Q: 3 clusters Score -6231232 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -6231306.500000 Penalty: 5491.479980
	Iteration 23Q: 3 clusters Score -6231306 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -6231366.000000 Penalty: 5491.479980
	Iteration 24Q: 3 clusters Score -6231366 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -6231369.000000 Penalty: 5491.479980
	Iteration 25Q: 3 clusters Score -6231369 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -6231425.000000 Penalty: 5491.479980
	Iteration 26Q: 3 clusters Score -6231425 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -6231462.500000 Penalty: 5491.479980
	Iteration 27Q: 3 clusters Score -6231462 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -6231475.000000 Penalty: 5491.479980
	Iteration 28Q: 3 clusters Score -6231475 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -6231495.000000 Penalty: 5491.479980
	Iteration 29Q: 3 clusters Score -6231495 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -6231517.000000 Penalty: 5491.479980
	Iteration 30Q: 3 clusters Score -6231517 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -6231505.500000 Penalty: 5491.479980
	Iteration 31Q: 3 clusters Score -6231506 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -6231523.500000 Penalty: 5491.479980
	Iteration 32Q: 3 clusters Score -6231524 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -6231523.500000 Penalty: 5491.479980
	Iteration 33Q: 3 clusters Score -6231524 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -6231519.000000 Penalty: 5491.479980
	Iteration 34Q: 3 clusters Score -6231519 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -6231526.500000 Penalty: 5491.479980
	Iteration 35Q: 3 clusters Score -6231526 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -6231545.000000 Penalty: 5491.479980
	Iteration 36Q: 3 clusters Score -6231545 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -6231560.500000 Penalty: 5491.479980
	Iteration 37Q: 3 clusters Score -6231560 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -6231560.000000 Penalty: 5491.479980
	Iteration 38Q: 3 clusters Score -6231560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -6231555.500000 Penalty: 5491.479980
	Iteration 39Q: 3 clusters Score -6231556 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -6231555.000000 Penalty: 5491.479980
	Iteration 40F: 3 clusters Score -6231555 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -6231547.000000 Penalty: 5491.479980
	Iteration 41Q: 3 clusters Score -6231547 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -6231546.000000 Penalty: 5491.479980
	Iteration 42Q: 3 clusters Score -6231546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -6231544.000000 Penalty: 5491.479980
	Iteration 43Q: 3 clusters Score -6231544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -6231542.500000 Penalty: 5491.479980
	Iteration 44Q: 3 clusters Score -6231542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -6231560.000000 Penalty: 5491.479980
	Iteration 45Q: 3 clusters Score -6231560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -6231569.000000 Penalty: 5491.479980
	Iteration 46Q: 3 clusters Score -6231569 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -6231564.000000 Penalty: 5491.479980
	Iteration 47Q: 3 clusters Score -6231564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -6231566.500000 Penalty: 5491.479980
	Iteration 48Q: 3 clusters Score -6231566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -6231569.500000 Penalty: 5491.479980
	Iteration 49Q: 3 clusters Score -6231570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -6231559.000000 Penalty: 5491.479980
	Iteration 50Q: 3 clusters Score -6231559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -6231567.500000 Penalty: 5491.479980
	Iteration 51Q: 3 clusters Score -6231568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -6231576.000000 Penalty: 5491.479980
	Iteration 52Q: 3 clusters Score -6231576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -6231573.500000 Penalty: 5491.479980
	Iteration 53Q: 3 clusters Score -6231574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -6231575.000000 Penalty: 5491.479980
	Iteration 54Q: 3 clusters Score -6231575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -6231577.500000 Penalty: 5491.479980
	Iteration 55Q: 3 clusters Score -6231578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -6231577.000000 Penalty: 5491.479980
	Iteration 56Q: 3 clusters Score -6231577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -6231577.500000 Penalty: 5491.479980
	Iteration 57Q: 3 clusters Score -6231578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -6231578.500000 Penalty: 5491.479980
	Iteration 58Q: 3 clusters Score -6231578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -6231581.000000 Penalty: 5491.479980
	Iteration 59Q: 3 clusters Score -6231581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -6231579.000000 Penalty: 5491.479980
	Iteration 60F: 3 clusters Score -6231579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -6231575.000000 Penalty: 5491.479980
	Iteration 61Q: 3 clusters Score -6231575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -6231577.500000 Penalty: 5491.479980
	Iteration 62Q: 3 clusters Score -6231578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -6231579.500000 Penalty: 5491.479980
	Iteration 63Q: 3 clusters Score -6231580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -6231583.500000 Penalty: 5491.479980
	Iteration 64Q: 3 clusters Score -6231584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -6231592.500000 Penalty: 5491.479980
	Iteration 65Q: 3 clusters Score -6231592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -6231582.000000 Penalty: 5491.479980
	Iteration 66Q: 3 clusters Score -6231582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -6231575.500000 Penalty: 5491.479980
	Iteration 67Q: 3 clusters Score -6231576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -6231582.000000 Penalty: 5491.479980
	Iteration 68Q: 3 clusters Score -6231582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -6231584.000000 Penalty: 5491.479980
	Iteration 69Q: 3 clusters Score -6231584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -6231594.000000 Penalty: 5491.479980
	Iteration 70Q: 3 clusters Score -6231594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -6231597.500000 Penalty: 5491.479980
	Iteration 71Q: 3 clusters Score -6231598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -6231599.500000 Penalty: 5491.479980
	Iteration 72Q: 3 clusters Score -6231600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -6231588.000000 Penalty: 5491.479980
	Iteration 73Q: 3 clusters Score -6231588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -6231589.500000 Penalty: 5491.479980
	Iteration 74Q: 3 clusters Score -6231590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -6231587.000000 Penalty: 5491.479980
	Iteration 75Q: 3 clusters Score -6231587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -6231594.000000 Penalty: 5491.479980
	Iteration 76Q: 3 clusters Score -6231594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -6231591.000000 Penalty: 5491.479980
	Iteration 77Q: 3 clusters Score -6231591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -6231590.500000 Penalty: 5491.479980
	Iteration 78Q: 3 clusters Score -6231590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -6231590.000000 Penalty: 5491.479980
	Iteration 79Q: 3 clusters Score -6231590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -6231590.000000 Penalty: 5491.479980
	Iteration 80F: 3 clusters Score -6231590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -6231585.500000 Penalty: 5491.479980
	Iteration 81Q: 3 clusters Score -6231586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -6231586.500000 Penalty: 5491.479980
	Iteration 82Q: 3 clusters Score -6231586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -6231584.000000 Penalty: 5491.479980
	Iteration 83Q: 3 clusters Score -6231584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -6231577.500000 Penalty: 5491.479980
	Iteration 84Q: 3 clusters Score -6231578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -6231583.000000 Penalty: 5491.479980
	Iteration 85Q: 3 clusters Score -6231583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -6231589.500000 Penalty: 5491.479980
	Iteration 86Q: 3 clusters Score -6231590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -6231586.500000 Penalty: 5491.479980
	Iteration 87Q: 3 clusters Score -6231586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -6231583.500000 Penalty: 5491.479980
	Iteration 88Q: 3 clusters Score -6231584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -6231580.000000 Penalty: 5491.479980
	Iteration 89Q: 3 clusters Score -6231580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -6231583.500000 Penalty: 5491.479980
	Iteration 90Q: 3 clusters Score -6231584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -6231572.000000 Penalty: 5491.479980
	Iteration 91Q: 3 clusters Score -6231572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -6231573.500000 Penalty: 5491.479980
	Iteration 92Q: 3 clusters Score -6231574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -6231581.000000 Penalty: 5491.479980
	Iteration 93Q: 3 clusters Score -6231581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -6231575.000000 Penalty: 5491.479980
	Iteration 94Q: 3 clusters Score -6231575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -6231576.000000 Penalty: 5491.479980
	Iteration 95Q: 3 clusters Score -6231576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -6231579.500000 Penalty: 5491.479980
	Iteration 96Q: 3 clusters Score -6231580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -6231579.500000 Penalty: 5491.479980
	Iteration 97Q: 3 clusters Score -6231580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -6231584.000000 Penalty: 5491.479980
	Iteration 98Q: 3 clusters Score -6231584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -6231587.500000 Penalty: 5491.479980
	Iteration 99Q: 3 clusters Score -6231588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -6231590.500000 Penalty: 5491.479980
	Iteration 100F: 3 clusters Score -6231590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -6231590.500000 Penalty: 5491.479980
	Iteration 101Q: 3 clusters Score -6231590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -6231596.000000 Penalty: 5491.479980
	Iteration 102Q: 3 clusters Score -6231596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -6231596.500000 Penalty: 5491.479980
	Iteration 103Q: 3 clusters Score -6231596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -6231590.500000 Penalty: 5491.479980
	Iteration 104Q: 3 clusters Score -6231590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -6231595.500000 Penalty: 5491.479980
	Iteration 105Q: 3 clusters Score -6231596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -6231595.500000 Penalty: 5491.479980
	Iteration 106Q: 3 clusters Score -6231596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -6231600.000000 Penalty: 5491.479980
	Iteration 107Q: 3 clusters Score -6231600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -6231598.500000 Penalty: 5491.479980
	Iteration 108Q: 3 clusters Score -6231598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -6231591.500000 Penalty: 5491.479980
	Iteration 109Q: 3 clusters Score -6231592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -6231592.500000 Penalty: 5491.479980
	Iteration 110Q: 3 clusters Score -6231592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -6231591.000000 Penalty: 5491.479980
	Iteration 111Q: 3 clusters Score -6231591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -6231591.000000 Penalty: 5491.479980
	Iteration 112F: 3 clusters Score -6231591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Entering Unmasked Estep 
Score: -666132.187500 Penalty: 2203.142822
	Iteration 0F: 2 clusters Score -666132.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -660252.500000 Penalty: 4406.285645
	Iteration 0F: 3 clusters Score -660252.5 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -661826.125000 Penalty: 4406.285645
	Iteration 1F: 3 clusters Score -661826.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -662076.062500 Penalty: 4406.285645
	Iteration 2F: 3 clusters Score -662076.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -662259.187500 Penalty: 4406.285645
	Iteration 3Q: 3 clusters Score -662259.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -662425.187500 Penalty: 4406.285645
	Iteration 4Q: 3 clusters Score -662425.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -662578.437500 Penalty: 4406.285645
	Iteration 5Q: 3 clusters Score -662578.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -662755.687500 Penalty: 4406.285645
	Iteration 6Q: 3 clusters Score -662755.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -663002.312500 Penalty: 4406.285645
	Iteration 7Q: 3 clusters Score -663002.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -663302.562500 Penalty: 4406.285645
	Iteration 8Q: 3 clusters Score -663302.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -663617.875000 Penalty: 4406.285645
	Iteration 9Q: 3 clusters Score -663617.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -663905.187500 Penalty: 4406.285645
	Iteration 10Q: 3 clusters Score -663905.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -664176.875000 Penalty: 4406.285645
	Iteration 11Q: 3 clusters Score -664176.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -664399.062500 Penalty: 4406.285645
	Iteration 12Q: 3 clusters Score -664399.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -664558.000000 Penalty: 4406.285645
	Iteration 13Q: 3 clusters Score -664558 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -664699.500000 Penalty: 4406.285645
	Iteration 14Q: 3 clusters Score -664699.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -664817.062500 Penalty: 4406.285645
	Iteration 15Q: 3 clusters Score -664817.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -664898.875000 Penalty: 4406.285645
	Iteration 16Q: 3 clusters Score -664898.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -664942.812500 Penalty: 4406.285645
	Iteration 17Q: 3 clusters Score -664942.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -664965.625000 Penalty: 4406.285645
	Iteration 18Q: 3 clusters Score -664965.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -664983.187500 Penalty: 4406.285645
	Iteration 19Q: 3 clusters Score -664983.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -664994.500000 Penalty: 4406.285645
	Iteration 20F: 3 clusters Score -664994.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -665004.250000 Penalty: 4406.285645
	Iteration 21Q: 3 clusters Score -665004.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -665008.812500 Penalty: 4406.285645
	Iteration 22Q: 3 clusters Score -665008.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -665016.500000 Penalty: 4406.285645
	Iteration 23Q: 3 clusters Score -665016.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -665021.625000 Penalty: 4406.285645
	Iteration 24Q: 3 clusters Score -665021.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -665027.687500 Penalty: 4406.285645
	Iteration 25Q: 3 clusters Score -665027.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -665032.937500 Penalty: 4406.285645
	Iteration 26Q: 3 clusters Score -665032.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -665035.937500 Penalty: 4406.285645
	Iteration 27Q: 3 clusters Score -665035.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -665039.562500 Penalty: 4406.285645
	Iteration 28Q: 3 clusters Score -665039.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -665043.000000 Penalty: 4406.285645
	Iteration 29Q: 3 clusters Score -665043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -665043.625000 Penalty: 4406.285645
	Iteration 30Q: 3 clusters Score -665043.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -665043.562500 Penalty: 4406.285645
	Iteration 31Q: 3 clusters Score -665043.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -665043.437500 Penalty: 4406.285645
	Iteration 32Q: 3 clusters Score -665043.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -665043.437500 Penalty: 4406.285645
	Iteration 33F: 3 clusters Score -665043.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Entering Unmasked Estep 
Score: -597395.687500 Penalty: 2199.750244
	Iteration 0F: 2 clusters Score -597395.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -591635.187500 Penalty: 4399.500488
	Iteration 0F: 3 clusters Score -591635.2 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -593577.875000 Penalty: 4399.500488
	Iteration 1F: 3 clusters Score -593577.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -594213.187500 Penalty: 4399.500488
	Iteration 2F: 3 clusters Score -594213.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -594706.562500 Penalty: 4399.500488
	Iteration 3F: 3 clusters Score -594706.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -595070.250000 Penalty: 4399.500488
	Iteration 4F: 3 clusters Score -595070.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -595338.500000 Penalty: 4399.500488
	Iteration 5Q: 3 clusters Score -595338.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -595530.437500 Penalty: 4399.500488
	Iteration 6Q: 3 clusters Score -595530.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -595702.687500 Penalty: 4399.500488
	Iteration 7Q: 3 clusters Score -595702.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -595848.937500 Penalty: 4399.500488
	Iteration 8Q: 3 clusters Score -595848.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -595987.250000 Penalty: 4399.500488
	Iteration 9Q: 3 clusters Score -595987.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -596119.375000 Penalty: 4399.500488
	Iteration 10Q: 3 clusters Score -596119.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -596232.500000 Penalty: 4399.500488
	Iteration 11Q: 3 clusters Score -596232.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -596314.937500 Penalty: 4399.500488
	Iteration 12Q: 3 clusters Score -596314.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -596366.250000 Penalty: 4399.500488
	Iteration 13Q: 3 clusters Score -596366.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -596394.625000 Penalty: 4399.500488
	Iteration 14Q: 3 clusters Score -596394.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -596419.500000 Penalty: 4399.500488
	Iteration 15Q: 3 clusters Score -596419.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -596448.937500 Penalty: 4399.500488
	Iteration 16Q: 3 clusters Score -596448.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -596467.437500 Penalty: 4399.500488
	Iteration 17Q: 3 clusters Score -596467.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -596481.062500 Penalty: 4399.500488
	Iteration 18Q: 3 clusters Score -596481.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -596493.750000 Penalty: 4399.500488
	Iteration 19Q: 3 clusters Score -596493.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -596501.000000 Penalty: 4399.500488
	Iteration 20F: 3 clusters Score -596501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -596508.062500 Penalty: 4399.500488
	Iteration 21Q: 3 clusters Score -596508.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -596514.437500 Penalty: 4399.500488
	Iteration 22Q: 3 clusters Score -596514.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -596519.875000 Penalty: 4399.500488
	Iteration 23Q: 3 clusters Score -596519.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -596521.812500 Penalty: 4399.500488
	Iteration 24Q: 3 clusters Score -596521.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -596525.500000 Penalty: 4399.500488
	Iteration 25Q: 3 clusters Score -596525.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -596526.687500 Penalty: 4399.500488
	Iteration 26Q: 3 clusters Score -596526.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -596529.937500 Penalty: 4399.500488
	Iteration 27Q: 3 clusters Score -596529.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -596534.562500 Penalty: 4399.500488
	Iteration 28Q: 3 clusters Score -596534.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -596537.125000 Penalty: 4399.500488
	Iteration 29Q: 3 clusters Score -596537.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -596538.437500 Penalty: 4399.500488
	Iteration 30Q: 3 clusters Score -596538.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -596541.437500 Penalty: 4399.500488
	Iteration 31Q: 3 clusters Score -596541.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -596541.687500 Penalty: 4399.500488
	Iteration 32Q: 3 clusters Score -596541.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -596545.125000 Penalty: 4399.500488
	Iteration 33Q: 3 clusters Score -596545.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -596548.937500 Penalty: 4399.500488
	Iteration 34Q: 3 clusters Score -596548.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -596552.500000 Penalty: 4399.500488
	Iteration 35Q: 3 clusters Score -596552.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -596556.125000 Penalty: 4399.500488
	Iteration 36Q: 3 clusters Score -596556.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -596558.312500 Penalty: 4399.500488
	Iteration 37Q: 3 clusters Score -596558.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -596561.875000 Penalty: 4399.500488
	Iteration 38Q: 3 clusters Score -596561.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -596565.187500 Penalty: 4399.500488
	Iteration 39Q: 3 clusters Score -596565.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -596570.125000 Penalty: 4399.500488
	Iteration 40F: 3 clusters Score -596570.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -596576.625000 Penalty: 4399.500488
	Iteration 41Q: 3 clusters Score -596576.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -596583.812500 Penalty: 4399.500488
	Iteration 42Q: 3 clusters Score -596583.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -596591.687500 Penalty: 4399.500488
	Iteration 43Q: 3 clusters Score -596591.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -596596.500000 Penalty: 4399.500488
	Iteration 44Q: 3 clusters Score -596596.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -596604.625000 Penalty: 4399.500488
	Iteration 45Q: 3 clusters Score -596604.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -596609.187500 Penalty: 4399.500488
	Iteration 46Q: 3 clusters Score -596609.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -596611.812500 Penalty: 4399.500488
	Iteration 47Q: 3 clusters Score -596611.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -596613.062500 Penalty: 4399.500488
	Iteration 48Q: 3 clusters Score -596613.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -596615.125000 Penalty: 4399.500488
	Iteration 49Q: 3 clusters Score -596615.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -596615.937500 Penalty: 4399.500488
	Iteration 50Q: 3 clusters Score -596615.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -596616.500000 Penalty: 4399.500488
	Iteration 51Q: 3 clusters Score -596616.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -596617.625000 Penalty: 4399.500488
	Iteration 52Q: 3 clusters Score -596617.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -596618.625000 Penalty: 4399.500488
	Iteration 53Q: 3 clusters Score -596618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -596618.750000 Penalty: 4399.500488
	Iteration 54Q: 3 clusters Score -596618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -596619.625000 Penalty: 4399.500488
	Iteration 55Q: 3 clusters Score -596619.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -596619.625000 Penalty: 4399.500488
	Iteration 56Q: 3 clusters Score -596619.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -596619.625000 Penalty: 4399.500488
	Iteration 57F: 3 clusters Score -596619.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Entering Unmasked Estep 
Score: -795654.250000 Penalty: 2228.048584
	Iteration 0F: 2 clusters Score -795654.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -789283.312500 Penalty: 4456.097168
	Iteration 0F: 3 clusters Score -789283.3 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -791031.312500 Penalty: 4456.097168
	Iteration 1F: 3 clusters Score -791031.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -791281.000000 Penalty: 4456.097168
	Iteration 2F: 3 clusters Score -791281 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -791442.687500 Penalty: 4456.097168
	Iteration 3Q: 3 clusters Score -791442.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -791559.687500 Penalty: 4456.097168
	Iteration 4Q: 3 clusters Score -791559.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -791652.437500 Penalty: 4456.097168
	Iteration 5Q: 3 clusters Score -791652.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -791730.062500 Penalty: 4456.097168
	Iteration 6Q: 3 clusters Score -791730.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -791808.500000 Penalty: 4456.097168
	Iteration 7Q: 3 clusters Score -791808.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -791889.500000 Penalty: 4456.097168
	Iteration 8Q: 3 clusters Score -791889.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -791972.437500 Penalty: 4456.097168
	Iteration 9Q: 3 clusters Score -791972.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -792062.687500 Penalty: 4456.097168
	Iteration 10Q: 3 clusters Score -792062.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -792169.250000 Penalty: 4456.097168
	Iteration 11Q: 3 clusters Score -792169.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -792264.437500 Penalty: 4456.097168
	Iteration 12Q: 3 clusters Score -792264.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -792347.750000 Penalty: 4456.097168
	Iteration 13Q: 3 clusters Score -792347.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -792426.937500 Penalty: 4456.097168
	Iteration 14Q: 3 clusters Score -792426.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -792519.250000 Penalty: 4456.097168
	Iteration 15Q: 3 clusters Score -792519.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -792606.625000 Penalty: 4456.097168
	Iteration 16Q: 3 clusters Score -792606.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -792696.250000 Penalty: 4456.097168
	Iteration 17Q: 3 clusters Score -792696.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -792761.687500 Penalty: 4456.097168
	Iteration 18Q: 3 clusters Score -792761.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -792817.187500 Penalty: 4456.097168
	Iteration 19Q: 3 clusters Score -792817.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -792874.375000 Penalty: 4456.097168
	Iteration 20F: 3 clusters Score -792874.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -792923.750000 Penalty: 4456.097168
	Iteration 21Q: 3 clusters Score -792923.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -792966.187500 Penalty: 4456.097168
	Iteration 22Q: 3 clusters Score -792966.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -793006.625000 Penalty: 4456.097168
	Iteration 23Q: 3 clusters Score -793006.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -793050.875000 Penalty: 4456.097168
	Iteration 24Q: 3 clusters Score -793050.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -793106.875000 Penalty: 4456.097168
	Iteration 25Q: 3 clusters Score -793106.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -793155.375000 Penalty: 4456.097168
	Iteration 26Q: 3 clusters Score -793155.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -793200.312500 Penalty: 4456.097168
	Iteration 27Q: 3 clusters Score -793200.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -793247.812500 Penalty: 4456.097168
	Iteration 28Q: 3 clusters Score -793247.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -793286.187500 Penalty: 4456.097168
	Iteration 29Q: 3 clusters Score -793286.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -793320.937500 Penalty: 4456.097168
	Iteration 30Q: 3 clusters Score -793320.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -793351.187500 Penalty: 4456.097168
	Iteration 31Q: 3 clusters Score -793351.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -793384.750000 Penalty: 4456.097168
	Iteration 32Q: 3 clusters Score -793384.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -793416.437500 Penalty: 4456.097168
	Iteration 33Q: 3 clusters Score -793416.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -793450.562500 Penalty: 4456.097168
	Iteration 34Q: 3 clusters Score -793450.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -793482.062500 Penalty: 4456.097168
	Iteration 35Q: 3 clusters Score -793482.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -793511.375000 Penalty: 4456.097168
	Iteration 36Q: 3 clusters Score -793511.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -793538.437500 Penalty: 4456.097168
	Iteration 37Q: 3 clusters Score -793538.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -793565.562500 Penalty: 4456.097168
	Iteration 38Q: 3 clusters Score -793565.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -793588.625000 Penalty: 4456.097168
	Iteration 39Q: 3 clusters Score -793588.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -793605.500000 Penalty: 4456.097168
	Iteration 40F: 3 clusters Score -793605.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -793624.875000 Penalty: 4456.097168
	Iteration 41Q: 3 clusters Score -793624.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -793634.312500 Penalty: 4456.097168
	Iteration 42Q: 3 clusters Score -793634.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -793651.562500 Penalty: 4456.097168
	Iteration 43Q: 3 clusters Score -793651.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -793663.750000 Penalty: 4456.097168
	Iteration 44Q: 3 clusters Score -793663.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -793669.062500 Penalty: 4456.097168
	Iteration 45Q: 3 clusters Score -793669.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -793670.937500 Penalty: 4456.097168
	Iteration 46Q: 3 clusters Score -793670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -793674.312500 Penalty: 4456.097168
	Iteration 47Q: 3 clusters Score -793674.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -793675.250000 Penalty: 4456.097168
	Iteration 48Q: 3 clusters Score -793675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -793678.812500 Penalty: 4456.097168
	Iteration 49Q: 3 clusters Score -793678.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -793679.250000 Penalty: 4456.097168
	Iteration 50Q: 3 clusters Score -793679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -793682.187500 Penalty: 4456.097168
	Iteration 51Q: 3 clusters Score -793682.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -793687.187500 Penalty: 4456.097168
	Iteration 52Q: 3 clusters Score -793687.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -793688.812500 Penalty: 4456.097168
	Iteration 53Q: 3 clusters Score -793688.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -793693.312500 Penalty: 4456.097168
	Iteration 54Q: 3 clusters Score -793693.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -793696.625000 Penalty: 4456.097168
	Iteration 55Q: 3 clusters Score -793696.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -793701.687500 Penalty: 4456.097168
	Iteration 56Q: 3 clusters Score -793701.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -793705.375000 Penalty: 4456.097168
	Iteration 57Q: 3 clusters Score -793705.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -793704.625000 Penalty: 4456.097168
	Iteration 58Q: 3 clusters Score -793704.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -793704.625000 Penalty: 4456.097168
	Iteration 59F: 3 clusters Score -793704.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76253 members 
Entering Unmasked Estep 
Score: -7382943.500000 Penalty: 2787.969238
	Iteration 0F: 2 clusters Score -7382944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -7331767.500000 Penalty: 5575.938477
	Iteration 0F: 3 clusters Score -7331768 nChanged 35936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -7352338.500000 Penalty: 5575.938477
	Iteration 1F: 3 clusters Score -7352338 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -7353156.500000 Penalty: 5575.938477
	Iteration 2Q: 3 clusters Score -7353156 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -7354343.000000 Penalty: 5575.938477
	Iteration 3Q: 3 clusters Score -7354343 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -7356024.500000 Penalty: 5575.938477
	Iteration 4Q: 3 clusters Score -7356024 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -7358706.000000 Penalty: 5575.938477
	Iteration 5F: 3 clusters Score -7358706 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -7362717.500000 Penalty: 5575.938477
	Iteration 6F: 3 clusters Score -7362718 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -7367573.000000 Penalty: 5575.938477
	Iteration 7F: 3 clusters Score -7367573 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -7372305.000000 Penalty: 5575.938477
	Iteration 8F: 3 clusters Score -7372305 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68995 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -7375889.500000 Penalty: 5575.938477
	Iteration 9Q: 3 clusters Score -7375890 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71260 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -7378199.000000 Penalty: 5575.938477
	Iteration 10Q: 3 clusters Score -7378199 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -7379500.000000 Penalty: 5575.938477
	Iteration 11Q: 3 clusters Score -7379500 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7380127.500000 Penalty: 5575.938477
	Iteration 12Q: 3 clusters Score -7380128 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73533 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -7380431.500000 Penalty: 5575.938477
	Iteration 13Q: 3 clusters Score -7380432 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73794 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -7380630.000000 Penalty: 5575.938477
	Iteration 14Q: 3 clusters Score -7380630 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73977 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7380773.500000 Penalty: 5575.938477
	Iteration 15Q: 3 clusters Score -7380774 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74133 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -7380871.000000 Penalty: 5575.938477
	Iteration 16Q: 3 clusters Score -7380871 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -7380947.000000 Penalty: 5575.938477
	Iteration 17Q: 3 clusters Score -7380947 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7381017.000000 Penalty: 5575.938477
	Iteration 18Q: 3 clusters Score -7381017 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -7381068.000000 Penalty: 5575.938477
	Iteration 19Q: 3 clusters Score -7381068 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7381123.500000 Penalty: 5575.938477
	Iteration 20F: 3 clusters Score -7381124 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74510 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -7381140.500000 Penalty: 5575.938477
	Iteration 21Q: 3 clusters Score -7381140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7381170.500000 Penalty: 5575.938477
	Iteration 22Q: 3 clusters Score -7381170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7381176.000000 Penalty: 5575.938477
	Iteration 23Q: 3 clusters Score -7381176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -7381196.500000 Penalty: 5575.938477
	Iteration 24Q: 3 clusters Score -7381196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7381207.000000 Penalty: 5575.938477
	Iteration 25Q: 3 clusters Score -7381207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7381209.500000 Penalty: 5575.938477
	Iteration 26Q: 3 clusters Score -7381210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7381215.000000 Penalty: 5575.938477
	Iteration 27Q: 3 clusters Score -7381215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74626 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7381208.000000 Penalty: 5575.938477
	Iteration 28Q: 3 clusters Score -7381208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -7381214.500000 Penalty: 5575.938477
	Iteration 29Q: 3 clusters Score -7381214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74640 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7381222.000000 Penalty: 5575.938477
	Iteration 30Q: 3 clusters Score -7381222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7381224.500000 Penalty: 5575.938477
	Iteration 31Q: 3 clusters Score -7381224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74644 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -7381231.500000 Penalty: 5575.938477
	Iteration 32Q: 3 clusters Score -7381232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7381232.000000 Penalty: 5575.938477
	Iteration 33Q: 3 clusters Score -7381232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -7381248.000000 Penalty: 5575.938477
	Iteration 34Q: 3 clusters Score -7381248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7381243.500000 Penalty: 5575.938477
	Iteration 35Q: 3 clusters Score -7381244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74646 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -7381242.500000 Penalty: 5575.938477
	Iteration 36Q: 3 clusters Score -7381242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74647 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7381236.500000 Penalty: 5575.938477
	Iteration 37Q: 3 clusters Score -7381236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7381237.500000 Penalty: 5575.938477
	Iteration 38Q: 3 clusters Score -7381238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7381242.500000 Penalty: 5575.938477
	Iteration 39Q: 3 clusters Score -7381242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7381252.000000 Penalty: 5575.938477
	Iteration 40F: 3 clusters Score -7381252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7381253.000000 Penalty: 5575.938477
	Iteration 41Q: 3 clusters Score -7381253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74656 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -7381248.500000 Penalty: 5575.938477
	Iteration 42Q: 3 clusters Score -7381248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74660 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7381251.500000 Penalty: 5575.938477
	Iteration 43Q: 3 clusters Score -7381252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -7381259.000000 Penalty: 5575.938477
	Iteration 44Q: 3 clusters Score -7381259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74666 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7381280.000000 Penalty: 5575.938477
	Iteration 45Q: 3 clusters Score -7381280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74670 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7381274.500000 Penalty: 5575.938477
	Iteration 46Q: 3 clusters Score -7381274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74669 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7381285.000000 Penalty: 5575.938477
	Iteration 47Q: 3 clusters Score -7381285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7381306.000000 Penalty: 5575.938477
	Iteration 48Q: 3 clusters Score -7381306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74670 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7381300.000000 Penalty: 5575.938477
	Iteration 49Q: 3 clusters Score -7381300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74673 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7381307.500000 Penalty: 5575.938477
	Iteration 50Q: 3 clusters Score -7381308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74679 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7381308.000000 Penalty: 5575.938477
	Iteration 51Q: 3 clusters Score -7381308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74679 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7381308.000000 Penalty: 5575.938477
	Iteration 52Q: 3 clusters Score -7381308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -7381300.500000 Penalty: 5575.938477
	Iteration 53Q: 3 clusters Score -7381300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74674 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7381313.500000 Penalty: 5575.938477
	Iteration 54Q: 3 clusters Score -7381314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74672 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7381309.000000 Penalty: 5575.938477
	Iteration 55Q: 3 clusters Score -7381309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7381312.000000 Penalty: 5575.938477
	Iteration 56Q: 3 clusters Score -7381312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74664 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7381310.000000 Penalty: 5575.938477
	Iteration 57Q: 3 clusters Score -7381310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7381313.500000 Penalty: 5575.938477
	Iteration 58Q: 3 clusters Score -7381314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74660 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7381321.000000 Penalty: 5575.938477
	Iteration 59Q: 3 clusters Score -7381321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74660 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7381319.500000 Penalty: 5575.938477
	Iteration 60F: 3 clusters Score -7381320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7381319.500000 Penalty: 5575.938477
	Iteration 61Q: 3 clusters Score -7381320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7381318.000000 Penalty: 5575.938477
	Iteration 62Q: 3 clusters Score -7381318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74665 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7381319.000000 Penalty: 5575.938477
	Iteration 63Q: 3 clusters Score -7381319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74665 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7381319.000000 Penalty: 5575.938477
	Iteration 64F: 3 clusters Score -7381319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Entering Unmasked Estep 
Score: -917030.312500 Penalty: 2275.636963
	Iteration 0F: 2 clusters Score -917030.3 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 4757 members 
Entering Unmasked Estep 
Score: -909669.312500 Penalty: 4551.273926
	Iteration 0F: 3 clusters Score -909669.3 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -912135.500000 Penalty: 4551.273926
	Iteration 1F: 3 clusters Score -912135.5 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -913018.187500 Penalty: 4551.273926
	Iteration 2F: 3 clusters Score -913018.2 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -914026.875000 Penalty: 4551.273926
	Iteration 3F: 3 clusters Score -914026.9 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -914733.875000 Penalty: 4551.273926
	Iteration 4F: 3 clusters Score -914733.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -915124.000000 Penalty: 4551.273926
	Iteration 5F: 3 clusters Score -915124 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -915332.312500 Penalty: 4551.273926
	Iteration 6Q: 3 clusters Score -915332.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -915474.312500 Penalty: 4551.273926
	Iteration 7Q: 3 clusters Score -915474.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -915567.937500 Penalty: 4551.273926
	Iteration 8Q: 3 clusters Score -915567.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -915632.687500 Penalty: 4551.273926
	Iteration 9Q: 3 clusters Score -915632.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -915695.187500 Penalty: 4551.273926
	Iteration 10Q: 3 clusters Score -915695.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -915754.500000 Penalty: 4551.273926
	Iteration 11Q: 3 clusters Score -915754.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -915804.500000 Penalty: 4551.273926
	Iteration 12Q: 3 clusters Score -915804.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -915847.750000 Penalty: 4551.273926
	Iteration 13Q: 3 clusters Score -915847.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -915884.500000 Penalty: 4551.273926
	Iteration 14Q: 3 clusters Score -915884.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -915932.187500 Penalty: 4551.273926
	Iteration 15Q: 3 clusters Score -915932.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -915976.687500 Penalty: 4551.273926
	Iteration 16Q: 3 clusters Score -915976.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -916008.625000 Penalty: 4551.273926
	Iteration 17Q: 3 clusters Score -916008.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -916036.000000 Penalty: 4551.273926
	Iteration 18Q: 3 clusters Score -916036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -916060.437500 Penalty: 4551.273926
	Iteration 19Q: 3 clusters Score -916060.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -916077.187500 Penalty: 4551.273926
	Iteration 20F: 3 clusters Score -916077.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -916093.125000 Penalty: 4551.273926
	Iteration 21Q: 3 clusters Score -916093.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -916110.937500 Penalty: 4551.273926
	Iteration 22Q: 3 clusters Score -916110.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -916124.312500 Penalty: 4551.273926
	Iteration 23Q: 3 clusters Score -916124.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -916135.250000 Penalty: 4551.273926
	Iteration 24Q: 3 clusters Score -916135.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -916149.437500 Penalty: 4551.273926
	Iteration 25Q: 3 clusters Score -916149.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -916167.312500 Penalty: 4551.273926
	Iteration 26Q: 3 clusters Score -916167.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -916180.812500 Penalty: 4551.273926
	Iteration 27Q: 3 clusters Score -916180.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -916190.437500 Penalty: 4551.273926
	Iteration 28Q: 3 clusters Score -916190.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -916202.812500 Penalty: 4551.273926
	Iteration 29Q: 3 clusters Score -916202.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -916214.937500 Penalty: 4551.273926
	Iteration 30Q: 3 clusters Score -916214.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -916224.625000 Penalty: 4551.273926
	Iteration 31Q: 3 clusters Score -916224.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -916240.375000 Penalty: 4551.273926
	Iteration 32Q: 3 clusters Score -916240.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -916254.062500 Penalty: 4551.273926
	Iteration 33Q: 3 clusters Score -916254.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -916264.125000 Penalty: 4551.273926
	Iteration 34Q: 3 clusters Score -916264.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -916276.875000 Penalty: 4551.273926
	Iteration 35Q: 3 clusters Score -916276.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -916285.250000 Penalty: 4551.273926
	Iteration 36Q: 3 clusters Score -916285.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -916293.562500 Penalty: 4551.273926
	Iteration 37Q: 3 clusters Score -916293.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -916299.312500 Penalty: 4551.273926
	Iteration 38Q: 3 clusters Score -916299.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -916302.250000 Penalty: 4551.273926
	Iteration 39Q: 3 clusters Score -916302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -916305.687500 Penalty: 4551.273926
	Iteration 40F: 3 clusters Score -916305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -916307.937500 Penalty: 4551.273926
	Iteration 41Q: 3 clusters Score -916307.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -916310.375000 Penalty: 4551.273926
	Iteration 42Q: 3 clusters Score -916310.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -916311.562500 Penalty: 4551.273926
	Iteration 43Q: 3 clusters Score -916311.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -916314.250000 Penalty: 4551.273926
	Iteration 44Q: 3 clusters Score -916314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -916314.562500 Penalty: 4551.273926
	Iteration 45Q: 3 clusters Score -916314.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -916319.187500 Penalty: 4551.273926
	Iteration 46Q: 3 clusters Score -916319.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -916323.000000 Penalty: 4551.273926
	Iteration 47Q: 3 clusters Score -916323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -916325.562500 Penalty: 4551.273926
	Iteration 48Q: 3 clusters Score -916325.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -916326.062500 Penalty: 4551.273926
	Iteration 49Q: 3 clusters Score -916326.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -916328.187500 Penalty: 4551.273926
	Iteration 50Q: 3 clusters Score -916328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -916328.375000 Penalty: 4551.273926
	Iteration 51Q: 3 clusters Score -916328.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -916328.375000 Penalty: 4551.273926
	Iteration 52F: 3 clusters Score -916328.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (229841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229841 members 
Entering Unmasked Estep 
Score: -22610710.000000 Penalty: 3061.595459
	Iteration 0F: 2 clusters Score -2.261071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114756 members 
Mstep: Class 2 contains 115085 members 
Entering Unmasked Estep 
Score: -22456614.000000 Penalty: 6123.190918
	Iteration 0F: 3 clusters Score -2.245661e+07 nChanged 111024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110744 members 
Mstep: Class 2 contains 119097 members 
Entering Unmasked Estep 
Score: -22522384.000000 Penalty: 6123.190918
	Iteration 1F: 3 clusters Score -2.252238e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108214 members 
Mstep: Class 2 contains 121627 members 
Entering Unmasked Estep 
Score: -22523674.000000 Penalty: 6123.190918
	Iteration 2Q: 3 clusters Score -2.252367e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104232 members 
Mstep: Class 2 contains 125609 members 
Entering Unmasked Estep 
Score: -22525316.000000 Penalty: 6123.190918
	Iteration 3Q: 3 clusters Score -2.252532e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98209 members 
Mstep: Class 2 contains 131632 members 
Entering Unmasked Estep 
Score: -22527800.000000 Penalty: 6123.190918
	Iteration 4Q: 3 clusters Score -2.25278e+07 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89176 members 
Mstep: Class 2 contains 140665 members 
Entering Unmasked Estep 
Score: -22532282.000000 Penalty: 6123.190918
	Iteration 5Q: 3 clusters Score -2.253228e+07 nChanged 13987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 153662 members 
Entering Unmasked Estep 
Score: -22540562.000000 Penalty: 6123.190918
	Iteration 6F: 3 clusters Score -2.254056e+07 nChanged 17539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 170617 members 
Entering Unmasked Estep 
Score: -22553326.000000 Penalty: 6123.190918
	Iteration 7F: 3 clusters Score -2.255333e+07 nChanged 19177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 189524 members 
Entering Unmasked Estep 
Score: -22570252.000000 Penalty: 6123.190918
	Iteration 8F: 3 clusters Score -2.257025e+07 nChanged 16992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 206406 members 
Entering Unmasked Estep 
Score: -22586186.000000 Penalty: 6123.190918
	Iteration 9F: 3 clusters Score -2.258619e+07 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 218054 members 
Entering Unmasked Estep 
Score: -22597558.000000 Penalty: 6123.190918
	Iteration 10F: 3 clusters Score -2.259756e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 224512 members 
Entering Unmasked Estep 
Score: -22603594.000000 Penalty: 6123.190918
	Iteration 11Q: 3 clusters Score -2.260359e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 227439 members 
Entering Unmasked Estep 
Score: -22606280.000000 Penalty: 6123.190918
	Iteration 12Q: 3 clusters Score -2.260628e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 228671 members 
Entering Unmasked Estep 
Score: -22607378.000000 Penalty: 6123.190918
	Iteration 13Q: 3 clusters Score -2.260738e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 229099 members 
Entering Unmasked Estep 
Score: -22607760.000000 Penalty: 6123.190918
	Iteration 14Q: 3 clusters Score -2.260776e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 229248 members 
Entering Unmasked Estep 
Score: -22607960.000000 Penalty: 6123.190918
	Iteration 15Q: 3 clusters Score -2.260796e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 229310 members 
Entering Unmasked Estep 
Score: -22608074.000000 Penalty: 6123.190918
	Iteration 16Q: 3 clusters Score -2.260807e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 229341 members 
Entering Unmasked Estep 
Score: -22608118.000000 Penalty: 6123.190918
	Iteration 17Q: 3 clusters Score -2.260812e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 229365 members 
Entering Unmasked Estep 
Score: -22608172.000000 Penalty: 6123.190918
	Iteration 18Q: 3 clusters Score -2.260817e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 229372 members 
Entering Unmasked Estep 
Score: -22608186.000000 Penalty: 6123.190918
	Iteration 19Q: 3 clusters Score -2.260819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 229379 members 
Entering Unmasked Estep 
Score: -22608200.000000 Penalty: 6123.190918
	Iteration 20F: 3 clusters Score -2.26082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 229385 members 
Entering Unmasked Estep 
Score: -22608200.000000 Penalty: 6123.190918
	Iteration 21Q: 3 clusters Score -2.26082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 229391 members 
Entering Unmasked Estep 
Score: -22608216.000000 Penalty: 6123.190918
	Iteration 22Q: 3 clusters Score -2.260822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 229396 members 
Entering Unmasked Estep 
Score: -22608218.000000 Penalty: 6123.190918
	Iteration 23Q: 3 clusters Score -2.260822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 229398 members 
Entering Unmasked Estep 
Score: -22608224.000000 Penalty: 6123.190918
	Iteration 24Q: 3 clusters Score -2.260822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 229401 members 
Entering Unmasked Estep 
Score: -22608222.000000 Penalty: 6123.190918
	Iteration 25Q: 3 clusters Score -2.260822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 229403 members 
Entering Unmasked Estep 
Score: -22608216.000000 Penalty: 6123.190918
	Iteration 26Q: 3 clusters Score -2.260822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 229406 members 
Entering Unmasked Estep 
Score: -22608226.000000 Penalty: 6123.190918
	Iteration 27Q: 3 clusters Score -2.260823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 229409 members 
Entering Unmasked Estep 
Score: -22608224.000000 Penalty: 6123.190918
	Iteration 28Q: 3 clusters Score -2.260822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 229411 members 
Entering Unmasked Estep 
Score: -22608232.000000 Penalty: 6123.190918
	Iteration 29Q: 3 clusters Score -2.260823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 229409 members 
Entering Unmasked Estep 
Score: -22608228.000000 Penalty: 6123.190918
	Iteration 30Q: 3 clusters Score -2.260823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 229411 members 
Entering Unmasked Estep 
Score: -22608238.000000 Penalty: 6123.190918
	Iteration 31Q: 3 clusters Score -2.260824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 229411 members 
Entering Unmasked Estep 
Score: -22608238.000000 Penalty: 6123.190918
	Iteration 32F: 3 clusters Score -2.260824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Entering Unmasked Estep 
Score: -676609.812500 Penalty: 2201.140381
	Iteration 0F: 2 clusters Score -676609.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -670735.750000 Penalty: 4402.280762
	Iteration 0F: 3 clusters Score -670735.8 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -672266.437500 Penalty: 4402.280762
	Iteration 1F: 3 clusters Score -672266.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -672502.187500 Penalty: 4402.280762
	Iteration 2F: 3 clusters Score -672502.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -672683.250000 Penalty: 4402.280762
	Iteration 3F: 3 clusters Score -672683.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -672803.312500 Penalty: 4402.280762
	Iteration 4Q: 3 clusters Score -672803.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -672897.375000 Penalty: 4402.280762
	Iteration 5Q: 3 clusters Score -672897.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -672981.750000 Penalty: 4402.280762
	Iteration 6Q: 3 clusters Score -672981.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -673075.937500 Penalty: 4402.280762
	Iteration 7Q: 3 clusters Score -673075.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -673190.062500 Penalty: 4402.280762
	Iteration 8Q: 3 clusters Score -673190.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -673302.750000 Penalty: 4402.280762
	Iteration 9Q: 3 clusters Score -673302.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -673404.500000 Penalty: 4402.280762
	Iteration 10Q: 3 clusters Score -673404.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -673519.562500 Penalty: 4402.280762
	Iteration 11Q: 3 clusters Score -673519.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -673622.500000 Penalty: 4402.280762
	Iteration 12Q: 3 clusters Score -673622.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -673722.062500 Penalty: 4402.280762
	Iteration 13Q: 3 clusters Score -673722.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -673823.625000 Penalty: 4402.280762
	Iteration 14Q: 3 clusters Score -673823.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -673902.875000 Penalty: 4402.280762
	Iteration 15Q: 3 clusters Score -673902.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -673967.375000 Penalty: 4402.280762
	Iteration 16Q: 3 clusters Score -673967.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -674029.125000 Penalty: 4402.280762
	Iteration 17Q: 3 clusters Score -674029.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -674093.875000 Penalty: 4402.280762
	Iteration 18Q: 3 clusters Score -674093.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -674151.500000 Penalty: 4402.280762
	Iteration 19Q: 3 clusters Score -674151.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -674196.312500 Penalty: 4402.280762
	Iteration 20F: 3 clusters Score -674196.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -674236.125000 Penalty: 4402.280762
	Iteration 21Q: 3 clusters Score -674236.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -674270.562500 Penalty: 4402.280762
	Iteration 22Q: 3 clusters Score -674270.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -674303.812500 Penalty: 4402.280762
	Iteration 23Q: 3 clusters Score -674303.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -674334.437500 Penalty: 4402.280762
	Iteration 24Q: 3 clusters Score -674334.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -674363.625000 Penalty: 4402.280762
	Iteration 25Q: 3 clusters Score -674363.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -674396.812500 Penalty: 4402.280762
	Iteration 26Q: 3 clusters Score -674396.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -674436.125000 Penalty: 4402.280762
	Iteration 27Q: 3 clusters Score -674436.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -674478.250000 Penalty: 4402.280762
	Iteration 28Q: 3 clusters Score -674478.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -674522.187500 Penalty: 4402.280762
	Iteration 29Q: 3 clusters Score -674522.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -674560.125000 Penalty: 4402.280762
	Iteration 30Q: 3 clusters Score -674560.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -674603.687500 Penalty: 4402.280762
	Iteration 31Q: 3 clusters Score -674603.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -674639.375000 Penalty: 4402.280762
	Iteration 32Q: 3 clusters Score -674639.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -674660.125000 Penalty: 4402.280762
	Iteration 33Q: 3 clusters Score -674660.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -674675.812500 Penalty: 4402.280762
	Iteration 34Q: 3 clusters Score -674675.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -674693.125000 Penalty: 4402.280762
	Iteration 35Q: 3 clusters Score -674693.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -674707.000000 Penalty: 4402.280762
	Iteration 36Q: 3 clusters Score -674707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -674713.625000 Penalty: 4402.280762
	Iteration 37Q: 3 clusters Score -674713.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -674720.375000 Penalty: 4402.280762
	Iteration 38Q: 3 clusters Score -674720.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -674724.562500 Penalty: 4402.280762
	Iteration 39Q: 3 clusters Score -674724.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -674729.687500 Penalty: 4402.280762
	Iteration 40F: 3 clusters Score -674729.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -674735.125000 Penalty: 4402.280762
	Iteration 41Q: 3 clusters Score -674735.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -674740.187500 Penalty: 4402.280762
	Iteration 42Q: 3 clusters Score -674740.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -674745.062500 Penalty: 4402.280762
	Iteration 43Q: 3 clusters Score -674745.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -674748.875000 Penalty: 4402.280762
	Iteration 44Q: 3 clusters Score -674748.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -674751.937500 Penalty: 4402.280762
	Iteration 45Q: 3 clusters Score -674751.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -674754.562500 Penalty: 4402.280762
	Iteration 46Q: 3 clusters Score -674754.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -674754.437500 Penalty: 4402.280762
	Iteration 47Q: 3 clusters Score -674754.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -674756.312500 Penalty: 4402.280762
	Iteration 48Q: 3 clusters Score -674756.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -674758.187500 Penalty: 4402.280762
	Iteration 49Q: 3 clusters Score -674758.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -674764.187500 Penalty: 4402.280762
	Iteration 50Q: 3 clusters Score -674764.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -674765.437500 Penalty: 4402.280762
	Iteration 51Q: 3 clusters Score -674765.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -674767.437500 Penalty: 4402.280762
	Iteration 52Q: 3 clusters Score -674767.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -674769.687500 Penalty: 4402.280762
	Iteration 53Q: 3 clusters Score -674769.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -674772.687500 Penalty: 4402.280762
	Iteration 54Q: 3 clusters Score -674772.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -674771.937500 Penalty: 4402.280762
	Iteration 55Q: 3 clusters Score -674771.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -674774.062500 Penalty: 4402.280762
	Iteration 56Q: 3 clusters Score -674774.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -674776.125000 Penalty: 4402.280762
	Iteration 57Q: 3 clusters Score -674776.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -674778.187500 Penalty: 4402.280762
	Iteration 58Q: 3 clusters Score -674778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -674779.187500 Penalty: 4402.280762
	Iteration 59Q: 3 clusters Score -674779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -674779.437500 Penalty: 4402.280762
	Iteration 60F: 3 clusters Score -674779.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -674779.812500 Penalty: 4402.280762
	Iteration 61Q: 3 clusters Score -674779.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -674783.125000 Penalty: 4402.280762
	Iteration 62Q: 3 clusters Score -674783.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -674785.187500 Penalty: 4402.280762
	Iteration 63Q: 3 clusters Score -674785.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -674787.875000 Penalty: 4402.280762
	Iteration 64Q: 3 clusters Score -674787.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -674792.250000 Penalty: 4402.280762
	Iteration 65Q: 3 clusters Score -674792.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -674791.000000 Penalty: 4402.280762
	Iteration 66Q: 3 clusters Score -674791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -674792.125000 Penalty: 4402.280762
	Iteration 67Q: 3 clusters Score -674792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -674793.187500 Penalty: 4402.280762
	Iteration 68Q: 3 clusters Score -674793.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -674793.312500 Penalty: 4402.280762
	Iteration 69Q: 3 clusters Score -674793.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -674793.875000 Penalty: 4402.280762
	Iteration 70Q: 3 clusters Score -674793.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -674794.000000 Penalty: 4402.280762
	Iteration 71Q: 3 clusters Score -674794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -674794.125000 Penalty: 4402.280762
	Iteration 72Q: 3 clusters Score -674794.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -674796.250000 Penalty: 4402.280762
	Iteration 73Q: 3 clusters Score -674796.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -674796.625000 Penalty: 4402.280762
	Iteration 74Q: 3 clusters Score -674796.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -674801.062500 Penalty: 4402.280762
	Iteration 75Q: 3 clusters Score -674801.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -674807.187500 Penalty: 4402.280762
	Iteration 76Q: 3 clusters Score -674807.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -674811.187500 Penalty: 4402.280762
	Iteration 77Q: 3 clusters Score -674811.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -674816.250000 Penalty: 4402.280762
	Iteration 78Q: 3 clusters Score -674816.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -674820.437500 Penalty: 4402.280762
	Iteration 79Q: 3 clusters Score -674820.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -674825.875000 Penalty: 4402.280762
	Iteration 80F: 3 clusters Score -674825.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -674834.375000 Penalty: 4402.280762
	Iteration 81Q: 3 clusters Score -674834.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -674839.375000 Penalty: 4402.280762
	Iteration 82Q: 3 clusters Score -674839.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -674842.687500 Penalty: 4402.280762
	Iteration 83Q: 3 clusters Score -674842.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -674852.000000 Penalty: 4402.280762
	Iteration 84Q: 3 clusters Score -674852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -674857.750000 Penalty: 4402.280762
	Iteration 85Q: 3 clusters Score -674857.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -674868.812500 Penalty: 4402.280762
	Iteration 86Q: 3 clusters Score -674868.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -674884.937500 Penalty: 4402.280762
	Iteration 87Q: 3 clusters Score -674884.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -674899.937500 Penalty: 4402.280762
	Iteration 88Q: 3 clusters Score -674899.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -674914.375000 Penalty: 4402.280762
	Iteration 89Q: 3 clusters Score -674914.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -674936.437500 Penalty: 4402.280762
	Iteration 90Q: 3 clusters Score -674936.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -674957.312500 Penalty: 4402.280762
	Iteration 91Q: 3 clusters Score -674957.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -674982.437500 Penalty: 4402.280762
	Iteration 92Q: 3 clusters Score -674982.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -675009.750000 Penalty: 4402.280762
	Iteration 93Q: 3 clusters Score -675009.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -675044.062500 Penalty: 4402.280762
	Iteration 94Q: 3 clusters Score -675044.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -675077.375000 Penalty: 4402.280762
	Iteration 95Q: 3 clusters Score -675077.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -675110.375000 Penalty: 4402.280762
	Iteration 96Q: 3 clusters Score -675110.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -675132.875000 Penalty: 4402.280762
	Iteration 97Q: 3 clusters Score -675132.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -675152.750000 Penalty: 4402.280762
	Iteration 98Q: 3 clusters Score -675152.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -675173.062500 Penalty: 4402.280762
	Iteration 99Q: 3 clusters Score -675173.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -675184.625000 Penalty: 4402.280762
	Iteration 100F: 3 clusters Score -675184.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -675193.562500 Penalty: 4402.280762
	Iteration 101Q: 3 clusters Score -675193.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -675198.250000 Penalty: 4402.280762
	Iteration 102Q: 3 clusters Score -675198.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -675202.625000 Penalty: 4402.280762
	Iteration 103Q: 3 clusters Score -675202.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -675206.562500 Penalty: 4402.280762
	Iteration 104Q: 3 clusters Score -675206.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -675208.562500 Penalty: 4402.280762
	Iteration 105Q: 3 clusters Score -675208.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -675208.937500 Penalty: 4402.280762
	Iteration 106Q: 3 clusters Score -675208.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -675208.812500 Penalty: 4402.280762
	Iteration 107Q: 3 clusters Score -675208.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -675209.687500 Penalty: 4402.280762
	Iteration 108Q: 3 clusters Score -675209.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -675209.625000 Penalty: 4402.280762
	Iteration 109Q: 3 clusters Score -675209.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -675209.625000 Penalty: 4402.280762
	Iteration 110Q: 3 clusters Score -675209.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -675209.625000 Penalty: 4402.280762
	Iteration 111F: 3 clusters Score -675209.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (219527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219527 members 
Entering Unmasked Estep 
Score: -21490608.000000 Penalty: 3050.209229
	Iteration 0F: 2 clusters Score -2.149061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109767 members 
Mstep: Class 2 contains 109760 members 
Entering Unmasked Estep 
Score: -21345586.000000 Penalty: 6100.418457
	Iteration 0F: 3 clusters Score -2.134559e+07 nChanged 105925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110604 members 
Mstep: Class 2 contains 108923 members 
Entering Unmasked Estep 
Score: -21407440.000000 Penalty: 6100.418457
	Iteration 1F: 3 clusters Score -2.140744e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111553 members 
Mstep: Class 2 contains 107974 members 
Entering Unmasked Estep 
Score: -21408734.000000 Penalty: 6100.418457
	Iteration 2Q: 3 clusters Score -2.140873e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113084 members 
Mstep: Class 2 contains 106443 members 
Entering Unmasked Estep 
Score: -21410398.000000 Penalty: 6100.418457
	Iteration 3Q: 3 clusters Score -2.14104e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115551 members 
Mstep: Class 2 contains 103976 members 
Entering Unmasked Estep 
Score: -21412684.000000 Penalty: 6100.418457
	Iteration 4Q: 3 clusters Score -2.141268e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119322 members 
Mstep: Class 2 contains 100205 members 
Entering Unmasked Estep 
Score: -21415810.000000 Penalty: 6100.418457
	Iteration 5Q: 3 clusters Score -2.141581e+07 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124773 members 
Mstep: Class 2 contains 94754 members 
Entering Unmasked Estep 
Score: -21420570.000000 Penalty: 6100.418457
	Iteration 6F: 3 clusters Score -2.142057e+07 nChanged 12825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132224 members 
Mstep: Class 2 contains 87303 members 
Entering Unmasked Estep 
Score: -21427068.000000 Penalty: 6100.418457
	Iteration 7F: 3 clusters Score -2.142707e+07 nChanged 14060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141412 members 
Mstep: Class 2 contains 78115 members 
Entering Unmasked Estep 
Score: -21434732.000000 Penalty: 6100.418457
	Iteration 8F: 3 clusters Score -2.143473e+07 nChanged 14210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151780 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -21442756.000000 Penalty: 6100.418457
	Iteration 9F: 3 clusters Score -2.144276e+07 nChanged 13214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162500 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -21450304.000000 Penalty: 6100.418457
	Iteration 10F: 3 clusters Score -2.14503e+07 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172850 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -21456922.000000 Penalty: 6100.418457
	Iteration 11F: 3 clusters Score -2.145692e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182641 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -21462616.000000 Penalty: 6100.418457
	Iteration 12Q: 3 clusters Score -2.146262e+07 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192028 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -21468272.000000 Penalty: 6100.418457
	Iteration 13Q: 3 clusters Score -2.146827e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200751 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -21474542.000000 Penalty: 6100.418457
	Iteration 14Q: 3 clusters Score -2.147454e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207977 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -21479918.000000 Penalty: 6100.418457
	Iteration 15Q: 3 clusters Score -2.147992e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212912 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -21483762.000000 Penalty: 6100.418457
	Iteration 16Q: 3 clusters Score -2.148376e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215776 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -21485872.000000 Penalty: 6100.418457
	Iteration 17Q: 3 clusters Score -2.148587e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217248 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -21487094.000000 Penalty: 6100.418457
	Iteration 18Q: 3 clusters Score -2.148709e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217938 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -21487720.000000 Penalty: 6100.418457
	Iteration 19Q: 3 clusters Score -2.148772e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218253 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -21487992.000000 Penalty: 6100.418457
	Iteration 20F: 3 clusters Score -2.148799e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218391 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -21488104.000000 Penalty: 6100.418457
	Iteration 21Q: 3 clusters Score -2.14881e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218482 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -21488242.000000 Penalty: 6100.418457
	Iteration 22Q: 3 clusters Score -2.148824e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218532 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -21488336.000000 Penalty: 6100.418457
	Iteration 23Q: 3 clusters Score -2.148834e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218549 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21488390.000000 Penalty: 6100.418457
	Iteration 24Q: 3 clusters Score -2.148839e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218569 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -21488412.000000 Penalty: 6100.418457
	Iteration 25Q: 3 clusters Score -2.148841e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218572 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -21488448.000000 Penalty: 6100.418457
	Iteration 26Q: 3 clusters Score -2.148845e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218567 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -21488426.000000 Penalty: 6100.418457
	Iteration 27Q: 3 clusters Score -2.148843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218572 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -21488448.000000 Penalty: 6100.418457
	Iteration 28Q: 3 clusters Score -2.148845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218572 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -21488442.000000 Penalty: 6100.418457
	Iteration 29Q: 3 clusters Score -2.148844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218567 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -21488444.000000 Penalty: 6100.418457
	Iteration 30Q: 3 clusters Score -2.148844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218565 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -21488446.000000 Penalty: 6100.418457
	Iteration 31Q: 3 clusters Score -2.148845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218561 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -21488442.000000 Penalty: 6100.418457
	Iteration 32Q: 3 clusters Score -2.148844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218558 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -21488438.000000 Penalty: 6100.418457
	Iteration 33Q: 3 clusters Score -2.148844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218559 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -21488444.000000 Penalty: 6100.418457
	Iteration 34Q: 3 clusters Score -2.148844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218560 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -21488452.000000 Penalty: 6100.418457
	Iteration 35Q: 3 clusters Score -2.148845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218560 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -21488452.000000 Penalty: 6100.418457
	Iteration 36F: 3 clusters Score -2.148845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Entering Unmasked Estep 
Score: -549502.312500 Penalty: 2154.025146
	Iteration 0F: 2 clusters Score -549502.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -544455.125000 Penalty: 4308.050293
	Iteration 0F: 3 clusters Score -544455.1 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -545761.125000 Penalty: 4308.050293
	Iteration 1F: 3 clusters Score -545761.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -546106.687500 Penalty: 4308.050293
	Iteration 2F: 3 clusters Score -546106.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -546439.812500 Penalty: 4308.050293
	Iteration 3F: 3 clusters Score -546439.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -546735.812500 Penalty: 4308.050293
	Iteration 4F: 3 clusters Score -546735.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -546984.187500 Penalty: 4308.050293
	Iteration 5F: 3 clusters Score -546984.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -547179.500000 Penalty: 4308.050293
	Iteration 6Q: 3 clusters Score -547179.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -547334.500000 Penalty: 4308.050293
	Iteration 7Q: 3 clusters Score -547334.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -547460.187500 Penalty: 4308.050293
	Iteration 8Q: 3 clusters Score -547460.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -547581.437500 Penalty: 4308.050293
	Iteration 9Q: 3 clusters Score -547581.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -547668.125000 Penalty: 4308.050293
	Iteration 10Q: 3 clusters Score -547668.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -547752.250000 Penalty: 4308.050293
	Iteration 11Q: 3 clusters Score -547752.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -547814.250000 Penalty: 4308.050293
	Iteration 12Q: 3 clusters Score -547814.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -547855.187500 Penalty: 4308.050293
	Iteration 13Q: 3 clusters Score -547855.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -547888.625000 Penalty: 4308.050293
	Iteration 14Q: 3 clusters Score -547888.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -547914.625000 Penalty: 4308.050293
	Iteration 15Q: 3 clusters Score -547914.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -547937.125000 Penalty: 4308.050293
	Iteration 16Q: 3 clusters Score -547937.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -547954.250000 Penalty: 4308.050293
	Iteration 17Q: 3 clusters Score -547954.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -547968.562500 Penalty: 4308.050293
	Iteration 18Q: 3 clusters Score -547968.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -547977.687500 Penalty: 4308.050293
	Iteration 19Q: 3 clusters Score -547977.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -547983.750000 Penalty: 4308.050293
	Iteration 20F: 3 clusters Score -547983.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -547992.625000 Penalty: 4308.050293
	Iteration 21Q: 3 clusters Score -547992.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -547993.750000 Penalty: 4308.050293
	Iteration 22Q: 3 clusters Score -547993.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -547996.625000 Penalty: 4308.050293
	Iteration 23Q: 3 clusters Score -547996.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -547999.937500 Penalty: 4308.050293
	Iteration 24Q: 3 clusters Score -547999.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -548001.625000 Penalty: 4308.050293
	Iteration 25Q: 3 clusters Score -548001.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -548003.375000 Penalty: 4308.050293
	Iteration 26Q: 3 clusters Score -548003.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -548005.437500 Penalty: 4308.050293
	Iteration 27Q: 3 clusters Score -548005.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -548005.437500 Penalty: 4308.050293
	Iteration 28F: 3 clusters Score -548005.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Entering Unmasked Estep 
Score: -979439.875000 Penalty: 2290.819824
	Iteration 0F: 2 clusters Score -979439.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -971585.812500 Penalty: 4581.639648
	Iteration 0F: 3 clusters Score -971585.8 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -973834.187500 Penalty: 4581.639648
	Iteration 1F: 3 clusters Score -973834.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -974129.375000 Penalty: 4581.639648
	Iteration 2F: 3 clusters Score -974129.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -974339.250000 Penalty: 4581.639648
	Iteration 3F: 3 clusters Score -974339.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -974502.312500 Penalty: 4581.639648
	Iteration 4Q: 3 clusters Score -974502.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -974647.250000 Penalty: 4581.639648
	Iteration 5Q: 3 clusters Score -974647.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -974768.750000 Penalty: 4581.639648
	Iteration 6Q: 3 clusters Score -974768.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -974876.062500 Penalty: 4581.639648
	Iteration 7Q: 3 clusters Score -974876.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -975004.187500 Penalty: 4581.639648
	Iteration 8Q: 3 clusters Score -975004.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -975149.312500 Penalty: 4581.639648
	Iteration 9Q: 3 clusters Score -975149.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -975314.562500 Penalty: 4581.639648
	Iteration 10Q: 3 clusters Score -975314.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -975535.062500 Penalty: 4581.639648
	Iteration 11Q: 3 clusters Score -975535.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -975764.125000 Penalty: 4581.639648
	Iteration 12Q: 3 clusters Score -975764.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -976026.250000 Penalty: 4581.639648
	Iteration 13Q: 3 clusters Score -976026.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -976286.062500 Penalty: 4581.639648
	Iteration 14Q: 3 clusters Score -976286.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -976536.750000 Penalty: 4581.639648
	Iteration 15Q: 3 clusters Score -976536.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -976759.625000 Penalty: 4581.639648
	Iteration 16Q: 3 clusters Score -976759.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -976925.875000 Penalty: 4581.639648
	Iteration 17Q: 3 clusters Score -976925.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -977064.375000 Penalty: 4581.639648
	Iteration 18Q: 3 clusters Score -977064.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -977189.375000 Penalty: 4581.639648
	Iteration 19Q: 3 clusters Score -977189.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -977280.375000 Penalty: 4581.639648
	Iteration 20F: 3 clusters Score -977280.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -977365.437500 Penalty: 4581.639648
	Iteration 21Q: 3 clusters Score -977365.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -977444.062500 Penalty: 4581.639648
	Iteration 22Q: 3 clusters Score -977444.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -977506.250000 Penalty: 4581.639648
	Iteration 23Q: 3 clusters Score -977506.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -977544.750000 Penalty: 4581.639648
	Iteration 24Q: 3 clusters Score -977544.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -977577.437500 Penalty: 4581.639648
	Iteration 25Q: 3 clusters Score -977577.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -977592.937500 Penalty: 4581.639648
	Iteration 26Q: 3 clusters Score -977592.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -977606.562500 Penalty: 4581.639648
	Iteration 27Q: 3 clusters Score -977606.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -977621.625000 Penalty: 4581.639648
	Iteration 28Q: 3 clusters Score -977621.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -977628.437500 Penalty: 4581.639648
	Iteration 29Q: 3 clusters Score -977628.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -977631.187500 Penalty: 4581.639648
	Iteration 30Q: 3 clusters Score -977631.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -977636.750000 Penalty: 4581.639648
	Iteration 31Q: 3 clusters Score -977636.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -977640.125000 Penalty: 4581.639648
	Iteration 32Q: 3 clusters Score -977640.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -977642.812500 Penalty: 4581.639648
	Iteration 33Q: 3 clusters Score -977642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -977643.250000 Penalty: 4581.639648
	Iteration 34Q: 3 clusters Score -977643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -977646.250000 Penalty: 4581.639648
	Iteration 35Q: 3 clusters Score -977646.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -977649.062500 Penalty: 4581.639648
	Iteration 36Q: 3 clusters Score -977649.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -977651.625000 Penalty: 4581.639648
	Iteration 37Q: 3 clusters Score -977651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -977651.250000 Penalty: 4581.639648
	Iteration 38Q: 3 clusters Score -977651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -977651.750000 Penalty: 4581.639648
	Iteration 39Q: 3 clusters Score -977651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -977651.562500 Penalty: 4581.639648
	Iteration 40F: 3 clusters Score -977651.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Entering Unmasked Estep 
Score: -761788.125000 Penalty: 2230.308594
	Iteration 0F: 2 clusters Score -761788.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -755325.437500 Penalty: 4460.617188
	Iteration 0F: 3 clusters Score -755325.4 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -757010.437500 Penalty: 4460.617188
	Iteration 1F: 3 clusters Score -757010.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -757274.187500 Penalty: 4460.617188
	Iteration 2F: 3 clusters Score -757274.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -757476.750000 Penalty: 4460.617188
	Iteration 3F: 3 clusters Score -757476.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -757633.750000 Penalty: 4460.617188
	Iteration 4Q: 3 clusters Score -757633.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -757752.812500 Penalty: 4460.617188
	Iteration 5Q: 3 clusters Score -757752.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -757844.812500 Penalty: 4460.617188
	Iteration 6Q: 3 clusters Score -757844.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -757927.812500 Penalty: 4460.617188
	Iteration 7Q: 3 clusters Score -757927.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -758015.437500 Penalty: 4460.617188
	Iteration 8Q: 3 clusters Score -758015.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -758094.312500 Penalty: 4460.617188
	Iteration 9Q: 3 clusters Score -758094.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -758173.875000 Penalty: 4460.617188
	Iteration 10Q: 3 clusters Score -758173.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -758265.187500 Penalty: 4460.617188
	Iteration 11Q: 3 clusters Score -758265.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -758350.500000 Penalty: 4460.617188
	Iteration 12Q: 3 clusters Score -758350.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -758436.437500 Penalty: 4460.617188
	Iteration 13Q: 3 clusters Score -758436.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -758531.125000 Penalty: 4460.617188
	Iteration 14Q: 3 clusters Score -758531.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -758612.062500 Penalty: 4460.617188
	Iteration 15Q: 3 clusters Score -758612.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -758694.562500 Penalty: 4460.617188
	Iteration 16Q: 3 clusters Score -758694.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -758762.187500 Penalty: 4460.617188
	Iteration 17Q: 3 clusters Score -758762.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -758833.250000 Penalty: 4460.617188
	Iteration 18Q: 3 clusters Score -758833.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -758905.875000 Penalty: 4460.617188
	Iteration 19Q: 3 clusters Score -758905.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -758978.312500 Penalty: 4460.617188
	Iteration 20F: 3 clusters Score -758978.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -759040.687500 Penalty: 4460.617188
	Iteration 21Q: 3 clusters Score -759040.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -759113.812500 Penalty: 4460.617188
	Iteration 22Q: 3 clusters Score -759113.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -759202.437500 Penalty: 4460.617188
	Iteration 23Q: 3 clusters Score -759202.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -759285.625000 Penalty: 4460.617188
	Iteration 24Q: 3 clusters Score -759285.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -759343.000000 Penalty: 4460.617188
	Iteration 25Q: 3 clusters Score -759343 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -759396.062500 Penalty: 4460.617188
	Iteration 26Q: 3 clusters Score -759396.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -759437.312500 Penalty: 4460.617188
	Iteration 27Q: 3 clusters Score -759437.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -759475.500000 Penalty: 4460.617188
	Iteration 28Q: 3 clusters Score -759475.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -759514.312500 Penalty: 4460.617188
	Iteration 29Q: 3 clusters Score -759514.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -759544.125000 Penalty: 4460.617188
	Iteration 30Q: 3 clusters Score -759544.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -759583.937500 Penalty: 4460.617188
	Iteration 31Q: 3 clusters Score -759583.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -759625.750000 Penalty: 4460.617188
	Iteration 32Q: 3 clusters Score -759625.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -759667.000000 Penalty: 4460.617188
	Iteration 33Q: 3 clusters Score -759667 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -759701.437500 Penalty: 4460.617188
	Iteration 34Q: 3 clusters Score -759701.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -759729.125000 Penalty: 4460.617188
	Iteration 35Q: 3 clusters Score -759729.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -759743.875000 Penalty: 4460.617188
	Iteration 36Q: 3 clusters Score -759743.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -759765.187500 Penalty: 4460.617188
	Iteration 37Q: 3 clusters Score -759765.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -759781.187500 Penalty: 4460.617188
	Iteration 38Q: 3 clusters Score -759781.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -759797.250000 Penalty: 4460.617188
	Iteration 39Q: 3 clusters Score -759797.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -759808.500000 Penalty: 4460.617188
	Iteration 40F: 3 clusters Score -759808.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -759817.312500 Penalty: 4460.617188
	Iteration 41Q: 3 clusters Score -759817.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -759822.875000 Penalty: 4460.617188
	Iteration 42Q: 3 clusters Score -759822.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -759828.437500 Penalty: 4460.617188
	Iteration 43Q: 3 clusters Score -759828.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -759839.750000 Penalty: 4460.617188
	Iteration 44Q: 3 clusters Score -759839.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -759848.937500 Penalty: 4460.617188
	Iteration 45Q: 3 clusters Score -759848.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -759857.250000 Penalty: 4460.617188
	Iteration 46Q: 3 clusters Score -759857.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -759864.687500 Penalty: 4460.617188
	Iteration 47Q: 3 clusters Score -759864.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -759875.187500 Penalty: 4460.617188
	Iteration 48Q: 3 clusters Score -759875.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -759885.375000 Penalty: 4460.617188
	Iteration 49Q: 3 clusters Score -759885.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -759893.187500 Penalty: 4460.617188
	Iteration 50Q: 3 clusters Score -759893.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -759901.437500 Penalty: 4460.617188
	Iteration 51Q: 3 clusters Score -759901.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -759907.562500 Penalty: 4460.617188
	Iteration 52Q: 3 clusters Score -759907.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -759911.562500 Penalty: 4460.617188
	Iteration 53Q: 3 clusters Score -759911.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -759917.187500 Penalty: 4460.617188
	Iteration 54Q: 3 clusters Score -759917.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -759920.000000 Penalty: 4460.617188
	Iteration 55Q: 3 clusters Score -759920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -759922.437500 Penalty: 4460.617188
	Iteration 56Q: 3 clusters Score -759922.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -759928.000000 Penalty: 4460.617188
	Iteration 57Q: 3 clusters Score -759928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -759933.062500 Penalty: 4460.617188
	Iteration 58Q: 3 clusters Score -759933.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -759936.000000 Penalty: 4460.617188
	Iteration 59Q: 3 clusters Score -759936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -759936.125000 Penalty: 4460.617188
	Iteration 60F: 3 clusters Score -759936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -759937.437500 Penalty: 4460.617188
	Iteration 61Q: 3 clusters Score -759937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -759937.312500 Penalty: 4460.617188
	Iteration 62Q: 3 clusters Score -759937.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -759937.312500 Penalty: 4460.617188
	Iteration 63F: 3 clusters Score -759937.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Entering Unmasked Estep 
Score: -2239784.750000 Penalty: 2492.584229
	Iteration 0F: 2 clusters Score -2239785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2223715.000000 Penalty: 4985.168457
	Iteration 0F: 3 clusters Score -2223715 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2229380.000000 Penalty: 4985.168457
	Iteration 1F: 3 clusters Score -2229380 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2229915.250000 Penalty: 4985.168457
	Iteration 2F: 3 clusters Score -2229915 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2230468.500000 Penalty: 4985.168457
	Iteration 3F: 3 clusters Score -2230468 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2231144.500000 Penalty: 4985.168457
	Iteration 4F: 3 clusters Score -2231144 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2231967.250000 Penalty: 4985.168457
	Iteration 5F: 3 clusters Score -2231967 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2232868.750000 Penalty: 4985.168457
	Iteration 6F: 3 clusters Score -2232869 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2233899.750000 Penalty: 4985.168457
	Iteration 7F: 3 clusters Score -2233900 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2234992.250000 Penalty: 4985.168457
	Iteration 8F: 3 clusters Score -2234992 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2235882.000000 Penalty: 4985.168457
	Iteration 9Q: 3 clusters Score -2235882 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2236586.500000 Penalty: 4985.168457
	Iteration 10Q: 3 clusters Score -2236586 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2237017.750000 Penalty: 4985.168457
	Iteration 11Q: 3 clusters Score -2237018 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2237251.500000 Penalty: 4985.168457
	Iteration 12Q: 3 clusters Score -2237252 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2237388.750000 Penalty: 4985.168457
	Iteration 13Q: 3 clusters Score -2237389 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2237477.250000 Penalty: 4985.168457
	Iteration 14Q: 3 clusters Score -2237477 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -2237529.000000 Penalty: 4985.168457
	Iteration 15Q: 3 clusters Score -2237529 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -2237575.250000 Penalty: 4985.168457
	Iteration 16Q: 3 clusters Score -2237575 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2237602.750000 Penalty: 4985.168457
	Iteration 17Q: 3 clusters Score -2237603 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2237630.000000 Penalty: 4985.168457
	Iteration 18Q: 3 clusters Score -2237630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -2237655.250000 Penalty: 4985.168457
	Iteration 19Q: 3 clusters Score -2237655 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -2237673.750000 Penalty: 4985.168457
	Iteration 20F: 3 clusters Score -2237674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2237695.500000 Penalty: 4985.168457
	Iteration 21Q: 3 clusters Score -2237696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2237711.250000 Penalty: 4985.168457
	Iteration 22Q: 3 clusters Score -2237711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2237719.000000 Penalty: 4985.168457
	Iteration 23Q: 3 clusters Score -2237719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -2237728.250000 Penalty: 4985.168457
	Iteration 24Q: 3 clusters Score -2237728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2237739.750000 Penalty: 4985.168457
	Iteration 25Q: 3 clusters Score -2237740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -2237743.250000 Penalty: 4985.168457
	Iteration 26Q: 3 clusters Score -2237743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -2237749.000000 Penalty: 4985.168457
	Iteration 27Q: 3 clusters Score -2237749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2237759.250000 Penalty: 4985.168457
	Iteration 28Q: 3 clusters Score -2237759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -2237764.250000 Penalty: 4985.168457
	Iteration 29Q: 3 clusters Score -2237764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -2237774.000000 Penalty: 4985.168457
	Iteration 30Q: 3 clusters Score -2237774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2237780.250000 Penalty: 4985.168457
	Iteration 31Q: 3 clusters Score -2237780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -2237787.500000 Penalty: 4985.168457
	Iteration 32Q: 3 clusters Score -2237788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -2237790.750000 Penalty: 4985.168457
	Iteration 33Q: 3 clusters Score -2237791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2237797.500000 Penalty: 4985.168457
	Iteration 34Q: 3 clusters Score -2237798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -2237802.500000 Penalty: 4985.168457
	Iteration 35Q: 3 clusters Score -2237802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2237811.250000 Penalty: 4985.168457
	Iteration 36Q: 3 clusters Score -2237811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2237822.500000 Penalty: 4985.168457
	Iteration 37Q: 3 clusters Score -2237822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -2237819.500000 Penalty: 4985.168457
	Iteration 38Q: 3 clusters Score -2237820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -2237822.000000 Penalty: 4985.168457
	Iteration 39Q: 3 clusters Score -2237822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -2237826.000000 Penalty: 4985.168457
	Iteration 40F: 3 clusters Score -2237826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -2237825.250000 Penalty: 4985.168457
	Iteration 41Q: 3 clusters Score -2237825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2237823.750000 Penalty: 4985.168457
	Iteration 42Q: 3 clusters Score -2237824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2237827.500000 Penalty: 4985.168457
	Iteration 43Q: 3 clusters Score -2237828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -2237827.250000 Penalty: 4985.168457
	Iteration 44Q: 3 clusters Score -2237827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -2237829.250000 Penalty: 4985.168457
	Iteration 45Q: 3 clusters Score -2237829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -2237829.250000 Penalty: 4985.168457
	Iteration 46F: 3 clusters Score -2237829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Entering Unmasked Estep 
Score: -716293.000000 Penalty: 2215.973633
	Iteration 0F: 2 clusters Score -716293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -710072.312500 Penalty: 4431.947266
	Iteration 0F: 3 clusters Score -710072.3 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -711759.937500 Penalty: 4431.947266
	Iteration 1F: 3 clusters Score -711759.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -712030.500000 Penalty: 4431.947266
	Iteration 2F: 3 clusters Score -712030.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -712224.375000 Penalty: 4431.947266
	Iteration 3F: 3 clusters Score -712224.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -712392.062500 Penalty: 4431.947266
	Iteration 4Q: 3 clusters Score -712392.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -712548.875000 Penalty: 4431.947266
	Iteration 5Q: 3 clusters Score -712548.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -712724.812500 Penalty: 4431.947266
	Iteration 6Q: 3 clusters Score -712724.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -712938.937500 Penalty: 4431.947266
	Iteration 7Q: 3 clusters Score -712938.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -713146.250000 Penalty: 4431.947266
	Iteration 8Q: 3 clusters Score -713146.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -713354.000000 Penalty: 4431.947266
	Iteration 9Q: 3 clusters Score -713354 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -713578.937500 Penalty: 4431.947266
	Iteration 10Q: 3 clusters Score -713578.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -713809.562500 Penalty: 4431.947266
	Iteration 11Q: 3 clusters Score -713809.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -714065.625000 Penalty: 4431.947266
	Iteration 12Q: 3 clusters Score -714065.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -714368.375000 Penalty: 4431.947266
	Iteration 13Q: 3 clusters Score -714368.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -714723.312500 Penalty: 4431.947266
	Iteration 14Q: 3 clusters Score -714723.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -715192.625000 Penalty: 4431.947266
	Iteration 15Q: 3 clusters Score -715192.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -715669.500000 Penalty: 4431.947266
	Iteration 16Q: 3 clusters Score -715669.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -715902.437500 Penalty: 4431.947266
	Iteration 17Q: 3 clusters Score -715902.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -715979.375000 Penalty: 4431.947266
	Iteration 18Q: 3 clusters Score -715979.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -716003.125000 Penalty: 4431.947266
	Iteration 19Q: 3 clusters Score -716003.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -716013.500000 Penalty: 4431.947266
	Iteration 20F: 3 clusters Score -716013.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -716021.875000 Penalty: 4431.947266
	Iteration 21Q: 3 clusters Score -716021.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -716024.562500 Penalty: 4431.947266
	Iteration 22Q: 3 clusters Score -716024.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -716027.187500 Penalty: 4431.947266
	Iteration 23Q: 3 clusters Score -716027.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -716028.187500 Penalty: 4431.947266
	Iteration 24Q: 3 clusters Score -716028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -716028.437500 Penalty: 4431.947266
	Iteration 25Q: 3 clusters Score -716028.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -716029.000000 Penalty: 4431.947266
	Iteration 26Q: 3 clusters Score -716029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -716029.000000 Penalty: 4431.947266
	Iteration 27F: 3 clusters Score -716029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Entering Unmasked Estep 
Score: -716469.875000 Penalty: 2220.021484
	Iteration 0F: 2 clusters Score -716469.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -710256.875000 Penalty: 4440.042969
	Iteration 0F: 3 clusters Score -710256.9 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -712078.187500 Penalty: 4440.042969
	Iteration 1F: 3 clusters Score -712078.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -712457.062500 Penalty: 4440.042969
	Iteration 2F: 3 clusters Score -712457.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -712757.875000 Penalty: 4440.042969
	Iteration 3F: 3 clusters Score -712757.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -713017.500000 Penalty: 4440.042969
	Iteration 4F: 3 clusters Score -713017.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -713285.375000 Penalty: 4440.042969
	Iteration 5Q: 3 clusters Score -713285.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -713573.562500 Penalty: 4440.042969
	Iteration 6Q: 3 clusters Score -713573.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -713887.375000 Penalty: 4440.042969
	Iteration 7Q: 3 clusters Score -713887.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -714217.062500 Penalty: 4440.042969
	Iteration 8Q: 3 clusters Score -714217.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -714565.625000 Penalty: 4440.042969
	Iteration 9Q: 3 clusters Score -714565.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -714810.187500 Penalty: 4440.042969
	Iteration 10Q: 3 clusters Score -714810.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -714972.687500 Penalty: 4440.042969
	Iteration 11Q: 3 clusters Score -714972.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -715085.125000 Penalty: 4440.042969
	Iteration 12Q: 3 clusters Score -715085.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -715162.937500 Penalty: 4440.042969
	Iteration 13Q: 3 clusters Score -715162.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -715203.125000 Penalty: 4440.042969
	Iteration 14Q: 3 clusters Score -715203.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -715229.500000 Penalty: 4440.042969
	Iteration 15Q: 3 clusters Score -715229.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -715247.625000 Penalty: 4440.042969
	Iteration 16Q: 3 clusters Score -715247.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -715261.250000 Penalty: 4440.042969
	Iteration 17Q: 3 clusters Score -715261.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -715270.437500 Penalty: 4440.042969
	Iteration 18Q: 3 clusters Score -715270.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -715280.812500 Penalty: 4440.042969
	Iteration 19Q: 3 clusters Score -715280.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -715282.562500 Penalty: 4440.042969
	Iteration 20F: 3 clusters Score -715282.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -715289.625000 Penalty: 4440.042969
	Iteration 21Q: 3 clusters Score -715289.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -715295.875000 Penalty: 4440.042969
	Iteration 22Q: 3 clusters Score -715295.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -715303.437500 Penalty: 4440.042969
	Iteration 23Q: 3 clusters Score -715303.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -715306.312500 Penalty: 4440.042969
	Iteration 24Q: 3 clusters Score -715306.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -715312.312500 Penalty: 4440.042969
	Iteration 25Q: 3 clusters Score -715312.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -715315.375000 Penalty: 4440.042969
	Iteration 26Q: 3 clusters Score -715315.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -715321.062500 Penalty: 4440.042969
	Iteration 27Q: 3 clusters Score -715321.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -715325.437500 Penalty: 4440.042969
	Iteration 28Q: 3 clusters Score -715325.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -715327.812500 Penalty: 4440.042969
	Iteration 29Q: 3 clusters Score -715327.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -715332.000000 Penalty: 4440.042969
	Iteration 30Q: 3 clusters Score -715332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -715334.562500 Penalty: 4440.042969
	Iteration 31Q: 3 clusters Score -715334.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -715332.312500 Penalty: 4440.042969
	Iteration 32Q: 3 clusters Score -715332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -715334.000000 Penalty: 4440.042969
	Iteration 33Q: 3 clusters Score -715334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -715334.312500 Penalty: 4440.042969
	Iteration 34Q: 3 clusters Score -715334.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -715334.062500 Penalty: 4440.042969
	Iteration 35Q: 3 clusters Score -715334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -715334.062500 Penalty: 4440.042969
	Iteration 36F: 3 clusters Score -715334.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Entering Unmasked Estep 
Score: -490994.031250 Penalty: 2142.354248
	Iteration 0F: 2 clusters Score -490994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -486041.750000 Penalty: 4284.708496
	Iteration 0F: 3 clusters Score -486041.8 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -487504.250000 Penalty: 4284.708496
	Iteration 1F: 3 clusters Score -487504.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -487925.156250 Penalty: 4284.708496
	Iteration 2F: 3 clusters Score -487925.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -488301.375000 Penalty: 4284.708496
	Iteration 3F: 3 clusters Score -488301.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -488642.312500 Penalty: 4284.708496
	Iteration 4F: 3 clusters Score -488642.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -488930.500000 Penalty: 4284.708496
	Iteration 5F: 3 clusters Score -488930.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -489155.093750 Penalty: 4284.708496
	Iteration 6F: 3 clusters Score -489155.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -489299.031250 Penalty: 4284.708496
	Iteration 7Q: 3 clusters Score -489299 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -489402.812500 Penalty: 4284.708496
	Iteration 8Q: 3 clusters Score -489402.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -489497.781250 Penalty: 4284.708496
	Iteration 9Q: 3 clusters Score -489497.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -489581.625000 Penalty: 4284.708496
	Iteration 10Q: 3 clusters Score -489581.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -489641.937500 Penalty: 4284.708496
	Iteration 11Q: 3 clusters Score -489641.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -489679.343750 Penalty: 4284.708496
	Iteration 12Q: 3 clusters Score -489679.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -489705.843750 Penalty: 4284.708496
	Iteration 13Q: 3 clusters Score -489705.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -489722.843750 Penalty: 4284.708496
	Iteration 14Q: 3 clusters Score -489722.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -489731.437500 Penalty: 4284.708496
	Iteration 15Q: 3 clusters Score -489731.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -489740.312500 Penalty: 4284.708496
	Iteration 16Q: 3 clusters Score -489740.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -489745.375000 Penalty: 4284.708496
	Iteration 17Q: 3 clusters Score -489745.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -489750.281250 Penalty: 4284.708496
	Iteration 18Q: 3 clusters Score -489750.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -489756.343750 Penalty: 4284.708496
	Iteration 19Q: 3 clusters Score -489756.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -489765.906250 Penalty: 4284.708496
	Iteration 20F: 3 clusters Score -489765.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -489774.812500 Penalty: 4284.708496
	Iteration 21Q: 3 clusters Score -489774.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -489783.125000 Penalty: 4284.708496
	Iteration 22Q: 3 clusters Score -489783.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -489796.593750 Penalty: 4284.708496
	Iteration 23Q: 3 clusters Score -489796.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -489809.937500 Penalty: 4284.708496
	Iteration 24Q: 3 clusters Score -489809.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -489817.468750 Penalty: 4284.708496
	Iteration 25Q: 3 clusters Score -489817.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -489826.000000 Penalty: 4284.708496
	Iteration 26Q: 3 clusters Score -489826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -489832.875000 Penalty: 4284.708496
	Iteration 27Q: 3 clusters Score -489832.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -489841.187500 Penalty: 4284.708496
	Iteration 28Q: 3 clusters Score -489841.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -489853.750000 Penalty: 4284.708496
	Iteration 29Q: 3 clusters Score -489853.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -489861.187500 Penalty: 4284.708496
	Iteration 30Q: 3 clusters Score -489861.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -489873.656250 Penalty: 4284.708496
	Iteration 31Q: 3 clusters Score -489873.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -489880.468750 Penalty: 4284.708496
	Iteration 32Q: 3 clusters Score -489880.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -489885.968750 Penalty: 4284.708496
	Iteration 33Q: 3 clusters Score -489886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -489901.750000 Penalty: 4284.708496
	Iteration 34Q: 3 clusters Score -489901.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -489920.500000 Penalty: 4284.708496
	Iteration 35Q: 3 clusters Score -489920.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -489935.875000 Penalty: 4284.708496
	Iteration 36Q: 3 clusters Score -489935.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -489952.687500 Penalty: 4284.708496
	Iteration 37Q: 3 clusters Score -489952.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -489970.156250 Penalty: 4284.708496
	Iteration 38Q: 3 clusters Score -489970.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -489986.968750 Penalty: 4284.708496
	Iteration 39Q: 3 clusters Score -489987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -490003.500000 Penalty: 4284.708496
	Iteration 40F: 3 clusters Score -490003.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -490026.218750 Penalty: 4284.708496
	Iteration 41Q: 3 clusters Score -490026.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -490053.687500 Penalty: 4284.708496
	Iteration 42Q: 3 clusters Score -490053.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -490087.437500 Penalty: 4284.708496
	Iteration 43Q: 3 clusters Score -490087.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -490135.343750 Penalty: 4284.708496
	Iteration 44Q: 3 clusters Score -490135.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -490183.968750 Penalty: 4284.708496
	Iteration 45Q: 3 clusters Score -490184 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -490229.625000 Penalty: 4284.708496
	Iteration 46Q: 3 clusters Score -490229.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -490280.781250 Penalty: 4284.708496
	Iteration 47Q: 3 clusters Score -490280.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -490345.593750 Penalty: 4284.708496
	Iteration 48Q: 3 clusters Score -490345.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -490387.875000 Penalty: 4284.708496
	Iteration 49Q: 3 clusters Score -490387.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -490412.718750 Penalty: 4284.708496
	Iteration 50Q: 3 clusters Score -490412.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -490429.031250 Penalty: 4284.708496
	Iteration 51Q: 3 clusters Score -490429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -490439.656250 Penalty: 4284.708496
	Iteration 52Q: 3 clusters Score -490439.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -490448.531250 Penalty: 4284.708496
	Iteration 53Q: 3 clusters Score -490448.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -490450.562500 Penalty: 4284.708496
	Iteration 54Q: 3 clusters Score -490450.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -490451.281250 Penalty: 4284.708496
	Iteration 55Q: 3 clusters Score -490451.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -490453.000000 Penalty: 4284.708496
	Iteration 56Q: 3 clusters Score -490453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -490453.062500 Penalty: 4284.708496
	Iteration 57Q: 3 clusters Score -490453.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -490453.218750 Penalty: 4284.708496
	Iteration 58Q: 3 clusters Score -490453.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -490453.218750 Penalty: 4284.708496
	Iteration 59F: 3 clusters Score -490453.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Entering Unmasked Estep 
Score: -1785502.375000 Penalty: 2435.803955
	Iteration 0F: 2 clusters Score -1785502 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 9152 members 
Entering Unmasked Estep 
Score: -1772430.125000 Penalty: 4871.607910
	Iteration 0F: 3 clusters Score -1772430 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1776583.000000 Penalty: 4871.607910
	Iteration 1F: 3 clusters Score -1776583 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1776940.750000 Penalty: 4871.607910
	Iteration 2F: 3 clusters Score -1776941 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1777259.875000 Penalty: 4871.607910
	Iteration 3Q: 3 clusters Score -1777260 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1777549.125000 Penalty: 4871.607910
	Iteration 4Q: 3 clusters Score -1777549 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1777839.875000 Penalty: 4871.607910
	Iteration 5Q: 3 clusters Score -1777840 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1778161.625000 Penalty: 4871.607910
	Iteration 6Q: 3 clusters Score -1778162 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1778574.000000 Penalty: 4871.607910
	Iteration 7Q: 3 clusters Score -1778574 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1779124.375000 Penalty: 4871.607910
	Iteration 8F: 3 clusters Score -1779124 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1779874.625000 Penalty: 4871.607910
	Iteration 9F: 3 clusters Score -1779875 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1780771.000000 Penalty: 4871.607910
	Iteration 10F: 3 clusters Score -1780771 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1781704.125000 Penalty: 4871.607910
	Iteration 11F: 3 clusters Score -1781704 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1782410.125000 Penalty: 4871.607910
	Iteration 12Q: 3 clusters Score -1782410 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1782868.375000 Penalty: 4871.607910
	Iteration 13Q: 3 clusters Score -1782868 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1783103.375000 Penalty: 4871.607910
	Iteration 14Q: 3 clusters Score -1783103 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1783240.125000 Penalty: 4871.607910
	Iteration 15Q: 3 clusters Score -1783240 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1783315.500000 Penalty: 4871.607910
	Iteration 16Q: 3 clusters Score -1783316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1783371.750000 Penalty: 4871.607910
	Iteration 17Q: 3 clusters Score -1783372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1783403.250000 Penalty: 4871.607910
	Iteration 18Q: 3 clusters Score -1783403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1783419.500000 Penalty: 4871.607910
	Iteration 19Q: 3 clusters Score -1783420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1783440.375000 Penalty: 4871.607910
	Iteration 20F: 3 clusters Score -1783440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1783448.750000 Penalty: 4871.607910
	Iteration 21Q: 3 clusters Score -1783449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1783456.500000 Penalty: 4871.607910
	Iteration 22Q: 3 clusters Score -1783456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1783460.375000 Penalty: 4871.607910
	Iteration 23Q: 3 clusters Score -1783460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1783467.625000 Penalty: 4871.607910
	Iteration 24Q: 3 clusters Score -1783468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1783474.625000 Penalty: 4871.607910
	Iteration 25Q: 3 clusters Score -1783475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1783479.000000 Penalty: 4871.607910
	Iteration 26Q: 3 clusters Score -1783479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1783483.000000 Penalty: 4871.607910
	Iteration 27Q: 3 clusters Score -1783483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1783483.875000 Penalty: 4871.607910
	Iteration 28Q: 3 clusters Score -1783484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1783481.500000 Penalty: 4871.607910
	Iteration 29Q: 3 clusters Score -1783482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1783486.375000 Penalty: 4871.607910
	Iteration 30Q: 3 clusters Score -1783486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1783486.375000 Penalty: 4871.607910
	Iteration 31F: 3 clusters Score -1783486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Entering Unmasked Estep 
Score: -854018.187500 Penalty: 2251.161865
	Iteration 0F: 2 clusters Score -854018.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -847049.937500 Penalty: 4502.323730
	Iteration 0F: 3 clusters Score -847049.9 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -849071.312500 Penalty: 4502.323730
	Iteration 1F: 3 clusters Score -849071.3 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -849377.937500 Penalty: 4502.323730
	Iteration 2F: 3 clusters Score -849377.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -849610.937500 Penalty: 4502.323730
	Iteration 3F: 3 clusters Score -849610.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -849811.875000 Penalty: 4502.323730
	Iteration 4Q: 3 clusters Score -849811.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -850015.375000 Penalty: 4502.323730
	Iteration 5Q: 3 clusters Score -850015.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -850211.125000 Penalty: 4502.323730
	Iteration 6Q: 3 clusters Score -850211.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -850403.187500 Penalty: 4502.323730
	Iteration 7Q: 3 clusters Score -850403.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -850547.312500 Penalty: 4502.323730
	Iteration 8Q: 3 clusters Score -850547.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -850663.312500 Penalty: 4502.323730
	Iteration 9Q: 3 clusters Score -850663.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -850759.937500 Penalty: 4502.323730
	Iteration 10Q: 3 clusters Score -850759.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -850851.562500 Penalty: 4502.323730
	Iteration 11Q: 3 clusters Score -850851.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -850950.312500 Penalty: 4502.323730
	Iteration 12Q: 3 clusters Score -850950.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -851042.187500 Penalty: 4502.323730
	Iteration 13Q: 3 clusters Score -851042.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -851117.812500 Penalty: 4502.323730
	Iteration 14Q: 3 clusters Score -851117.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -851179.375000 Penalty: 4502.323730
	Iteration 15Q: 3 clusters Score -851179.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -851228.312500 Penalty: 4502.323730
	Iteration 16Q: 3 clusters Score -851228.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -851267.312500 Penalty: 4502.323730
	Iteration 17Q: 3 clusters Score -851267.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -851301.437500 Penalty: 4502.323730
	Iteration 18Q: 3 clusters Score -851301.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -851339.437500 Penalty: 4502.323730
	Iteration 19Q: 3 clusters Score -851339.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -851366.750000 Penalty: 4502.323730
	Iteration 20F: 3 clusters Score -851366.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -851386.937500 Penalty: 4502.323730
	Iteration 21Q: 3 clusters Score -851386.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -851411.687500 Penalty: 4502.323730
	Iteration 22Q: 3 clusters Score -851411.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -851432.187500 Penalty: 4502.323730
	Iteration 23Q: 3 clusters Score -851432.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -851447.312500 Penalty: 4502.323730
	Iteration 24Q: 3 clusters Score -851447.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -851459.812500 Penalty: 4502.323730
	Iteration 25Q: 3 clusters Score -851459.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -851474.000000 Penalty: 4502.323730
	Iteration 26Q: 3 clusters Score -851474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -851490.125000 Penalty: 4502.323730
	Iteration 27Q: 3 clusters Score -851490.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -851507.187500 Penalty: 4502.323730
	Iteration 28Q: 3 clusters Score -851507.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -851524.250000 Penalty: 4502.323730
	Iteration 29Q: 3 clusters Score -851524.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -851536.625000 Penalty: 4502.323730
	Iteration 30Q: 3 clusters Score -851536.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -851550.812500 Penalty: 4502.323730
	Iteration 31Q: 3 clusters Score -851550.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -851569.750000 Penalty: 4502.323730
	Iteration 32Q: 3 clusters Score -851569.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -851588.625000 Penalty: 4502.323730
	Iteration 33Q: 3 clusters Score -851588.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -851607.062500 Penalty: 4502.323730
	Iteration 34Q: 3 clusters Score -851607.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -851628.562500 Penalty: 4502.323730
	Iteration 35Q: 3 clusters Score -851628.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -851647.875000 Penalty: 4502.323730
	Iteration 36Q: 3 clusters Score -851647.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -851666.375000 Penalty: 4502.323730
	Iteration 37Q: 3 clusters Score -851666.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -851678.687500 Penalty: 4502.323730
	Iteration 38Q: 3 clusters Score -851678.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -851689.437500 Penalty: 4502.323730
	Iteration 39Q: 3 clusters Score -851689.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -851698.937500 Penalty: 4502.323730
	Iteration 40F: 3 clusters Score -851698.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -851709.500000 Penalty: 4502.323730
	Iteration 41Q: 3 clusters Score -851709.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -851723.812500 Penalty: 4502.323730
	Iteration 42Q: 3 clusters Score -851723.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -851735.812500 Penalty: 4502.323730
	Iteration 43Q: 3 clusters Score -851735.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -851745.250000 Penalty: 4502.323730
	Iteration 44Q: 3 clusters Score -851745.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -851750.250000 Penalty: 4502.323730
	Iteration 45Q: 3 clusters Score -851750.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -851756.562500 Penalty: 4502.323730
	Iteration 46Q: 3 clusters Score -851756.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -851764.437500 Penalty: 4502.323730
	Iteration 47Q: 3 clusters Score -851764.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -851772.125000 Penalty: 4502.323730
	Iteration 48Q: 3 clusters Score -851772.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -851777.812500 Penalty: 4502.323730
	Iteration 49Q: 3 clusters Score -851777.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -851783.000000 Penalty: 4502.323730
	Iteration 50Q: 3 clusters Score -851783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -851788.312500 Penalty: 4502.323730
	Iteration 51Q: 3 clusters Score -851788.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -851792.625000 Penalty: 4502.323730
	Iteration 52Q: 3 clusters Score -851792.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -851798.312500 Penalty: 4502.323730
	Iteration 53Q: 3 clusters Score -851798.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -851802.875000 Penalty: 4502.323730
	Iteration 54Q: 3 clusters Score -851802.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -851806.187500 Penalty: 4502.323730
	Iteration 55Q: 3 clusters Score -851806.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -851812.750000 Penalty: 4502.323730
	Iteration 56Q: 3 clusters Score -851812.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -851815.312500 Penalty: 4502.323730
	Iteration 57Q: 3 clusters Score -851815.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -851817.687500 Penalty: 4502.323730
	Iteration 58Q: 3 clusters Score -851817.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -851820.875000 Penalty: 4502.323730
	Iteration 59Q: 3 clusters Score -851820.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -851825.750000 Penalty: 4502.323730
	Iteration 60F: 3 clusters Score -851825.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -851826.500000 Penalty: 4502.323730
	Iteration 61Q: 3 clusters Score -851826.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -851831.062500 Penalty: 4502.323730
	Iteration 62Q: 3 clusters Score -851831.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -851832.125000 Penalty: 4502.323730
	Iteration 63Q: 3 clusters Score -851832.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -851836.812500 Penalty: 4502.323730
	Iteration 64Q: 3 clusters Score -851836.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -851845.375000 Penalty: 4502.323730
	Iteration 65Q: 3 clusters Score -851845.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -851847.375000 Penalty: 4502.323730
	Iteration 66Q: 3 clusters Score -851847.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -851852.062500 Penalty: 4502.323730
	Iteration 67Q: 3 clusters Score -851852.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -851852.437500 Penalty: 4502.323730
	Iteration 68Q: 3 clusters Score -851852.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -851854.437500 Penalty: 4502.323730
	Iteration 69Q: 3 clusters Score -851854.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -851855.312500 Penalty: 4502.323730
	Iteration 70Q: 3 clusters Score -851855.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -851856.625000 Penalty: 4502.323730
	Iteration 71Q: 3 clusters Score -851856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -851855.750000 Penalty: 4502.323730
	Iteration 72Q: 3 clusters Score -851855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -851856.187500 Penalty: 4502.323730
	Iteration 73Q: 3 clusters Score -851856.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -851855.312500 Penalty: 4502.323730
	Iteration 74Q: 3 clusters Score -851855.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -851857.312500 Penalty: 4502.323730
	Iteration 75Q: 3 clusters Score -851857.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -851857.687500 Penalty: 4502.323730
	Iteration 76Q: 3 clusters Score -851857.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -851857.687500 Penalty: 4502.323730
	Iteration 77F: 3 clusters Score -851857.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Entering Unmasked Estep 
Score: -677836.625000 Penalty: 2202.798584
	Iteration 0F: 2 clusters Score -677836.6 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 3604 members 
Entering Unmasked Estep 
Score: -671951.062500 Penalty: 4405.597168
	Iteration 0F: 3 clusters Score -671951.1 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -673477.000000 Penalty: 4405.597168
	Iteration 1F: 3 clusters Score -673477 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -673737.250000 Penalty: 4405.597168
	Iteration 2F: 3 clusters Score -673737.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -673903.750000 Penalty: 4405.597168
	Iteration 3Q: 3 clusters Score -673903.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -674007.875000 Penalty: 4405.597168
	Iteration 4Q: 3 clusters Score -674007.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -674080.062500 Penalty: 4405.597168
	Iteration 5Q: 3 clusters Score -674080.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -674134.312500 Penalty: 4405.597168
	Iteration 6Q: 3 clusters Score -674134.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -674177.687500 Penalty: 4405.597168
	Iteration 7Q: 3 clusters Score -674177.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -674223.937500 Penalty: 4405.597168
	Iteration 8Q: 3 clusters Score -674223.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -674280.125000 Penalty: 4405.597168
	Iteration 9Q: 3 clusters Score -674280.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -674344.687500 Penalty: 4405.597168
	Iteration 10Q: 3 clusters Score -674344.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -674420.562500 Penalty: 4405.597168
	Iteration 11Q: 3 clusters Score -674420.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -674498.125000 Penalty: 4405.597168
	Iteration 12Q: 3 clusters Score -674498.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -674583.312500 Penalty: 4405.597168
	Iteration 13Q: 3 clusters Score -674583.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -674679.562500 Penalty: 4405.597168
	Iteration 14Q: 3 clusters Score -674679.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -674824.437500 Penalty: 4405.597168
	Iteration 15Q: 3 clusters Score -674824.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -674961.000000 Penalty: 4405.597168
	Iteration 16Q: 3 clusters Score -674961 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -675105.812500 Penalty: 4405.597168
	Iteration 17Q: 3 clusters Score -675105.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -675247.125000 Penalty: 4405.597168
	Iteration 18Q: 3 clusters Score -675247.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -675371.562500 Penalty: 4405.597168
	Iteration 19Q: 3 clusters Score -675371.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -675486.937500 Penalty: 4405.597168
	Iteration 20F: 3 clusters Score -675486.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -675585.562500 Penalty: 4405.597168
	Iteration 21Q: 3 clusters Score -675585.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -675667.875000 Penalty: 4405.597168
	Iteration 22Q: 3 clusters Score -675667.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -675739.750000 Penalty: 4405.597168
	Iteration 23Q: 3 clusters Score -675739.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -675808.250000 Penalty: 4405.597168
	Iteration 24Q: 3 clusters Score -675808.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -675846.812500 Penalty: 4405.597168
	Iteration 25Q: 3 clusters Score -675846.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -675869.062500 Penalty: 4405.597168
	Iteration 26Q: 3 clusters Score -675869.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -675889.812500 Penalty: 4405.597168
	Iteration 27Q: 3 clusters Score -675889.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -675918.312500 Penalty: 4405.597168
	Iteration 28Q: 3 clusters Score -675918.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -675946.375000 Penalty: 4405.597168
	Iteration 29Q: 3 clusters Score -675946.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -675965.750000 Penalty: 4405.597168
	Iteration 30Q: 3 clusters Score -675965.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -675985.312500 Penalty: 4405.597168
	Iteration 31Q: 3 clusters Score -675985.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -676003.312500 Penalty: 4405.597168
	Iteration 32Q: 3 clusters Score -676003.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -676015.375000 Penalty: 4405.597168
	Iteration 33Q: 3 clusters Score -676015.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -676027.750000 Penalty: 4405.597168
	Iteration 34Q: 3 clusters Score -676027.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -676033.812500 Penalty: 4405.597168
	Iteration 35Q: 3 clusters Score -676033.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -676042.250000 Penalty: 4405.597168
	Iteration 36Q: 3 clusters Score -676042.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -676055.562500 Penalty: 4405.597168
	Iteration 37Q: 3 clusters Score -676055.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -676070.375000 Penalty: 4405.597168
	Iteration 38Q: 3 clusters Score -676070.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -676081.250000 Penalty: 4405.597168
	Iteration 39Q: 3 clusters Score -676081.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -676094.187500 Penalty: 4405.597168
	Iteration 40F: 3 clusters Score -676094.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -676107.187500 Penalty: 4405.597168
	Iteration 41Q: 3 clusters Score -676107.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -676116.062500 Penalty: 4405.597168
	Iteration 42Q: 3 clusters Score -676116.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -676126.812500 Penalty: 4405.597168
	Iteration 43Q: 3 clusters Score -676126.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -676131.500000 Penalty: 4405.597168
	Iteration 44Q: 3 clusters Score -676131.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -676139.437500 Penalty: 4405.597168
	Iteration 45Q: 3 clusters Score -676139.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -676145.062500 Penalty: 4405.597168
	Iteration 46Q: 3 clusters Score -676145.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -676148.437500 Penalty: 4405.597168
	Iteration 47Q: 3 clusters Score -676148.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -676150.500000 Penalty: 4405.597168
	Iteration 48Q: 3 clusters Score -676150.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -676152.687500 Penalty: 4405.597168
	Iteration 49Q: 3 clusters Score -676152.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -676152.062500 Penalty: 4405.597168
	Iteration 50Q: 3 clusters Score -676152.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -676154.187500 Penalty: 4405.597168
	Iteration 51Q: 3 clusters Score -676154.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -676158.125000 Penalty: 4405.597168
	Iteration 52Q: 3 clusters Score -676158.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -676160.125000 Penalty: 4405.597168
	Iteration 53Q: 3 clusters Score -676160.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -676164.812500 Penalty: 4405.597168
	Iteration 54Q: 3 clusters Score -676164.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -676171.687500 Penalty: 4405.597168
	Iteration 55Q: 3 clusters Score -676171.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -676176.125000 Penalty: 4405.597168
	Iteration 56Q: 3 clusters Score -676176.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -676180.000000 Penalty: 4405.597168
	Iteration 57Q: 3 clusters Score -676180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -676182.875000 Penalty: 4405.597168
	Iteration 58Q: 3 clusters Score -676182.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -676186.062500 Penalty: 4405.597168
	Iteration 59Q: 3 clusters Score -676186.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -676186.812500 Penalty: 4405.597168
	Iteration 60F: 3 clusters Score -676186.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -676187.875000 Penalty: 4405.597168
	Iteration 61Q: 3 clusters Score -676187.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -676190.937500 Penalty: 4405.597168
	Iteration 62Q: 3 clusters Score -676190.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -676193.750000 Penalty: 4405.597168
	Iteration 63Q: 3 clusters Score -676193.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -676195.062500 Penalty: 4405.597168
	Iteration 64Q: 3 clusters Score -676195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -676196.375000 Penalty: 4405.597168
	Iteration 65Q: 3 clusters Score -676196.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -676197.437500 Penalty: 4405.597168
	Iteration 66Q: 3 clusters Score -676197.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -676197.375000 Penalty: 4405.597168
	Iteration 67Q: 3 clusters Score -676197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -676197.250000 Penalty: 4405.597168
	Iteration 68Q: 3 clusters Score -676197.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -676198.687500 Penalty: 4405.597168
	Iteration 69Q: 3 clusters Score -676198.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -676199.437500 Penalty: 4405.597168
	Iteration 70Q: 3 clusters Score -676199.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -676199.062500 Penalty: 4405.597168
	Iteration 71Q: 3 clusters Score -676199.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -676199.812500 Penalty: 4405.597168
	Iteration 72Q: 3 clusters Score -676199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -676199.562500 Penalty: 4405.597168
	Iteration 73Q: 3 clusters Score -676199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -676199.312500 Penalty: 4405.597168
	Iteration 74Q: 3 clusters Score -676199.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -676199.937500 Penalty: 4405.597168
	Iteration 75Q: 3 clusters Score -676199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -676199.937500 Penalty: 4405.597168
	Iteration 76F: 3 clusters Score -676199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Entering Unmasked Estep 
Score: -409734.625000 Penalty: 2079.884033
	Iteration 0F: 2 clusters Score -409734.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -405642.687500 Penalty: 4159.768066
	Iteration 0F: 3 clusters Score -405642.7 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -406543.531250 Penalty: 4159.768066
	Iteration 1F: 3 clusters Score -406543.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -406740.843750 Penalty: 4159.768066
	Iteration 2F: 3 clusters Score -406740.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -406860.187500 Penalty: 4159.768066
	Iteration 3Q: 3 clusters Score -406860.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -406939.156250 Penalty: 4159.768066
	Iteration 4Q: 3 clusters Score -406939.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -406996.656250 Penalty: 4159.768066
	Iteration 5Q: 3 clusters Score -406996.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -407041.031250 Penalty: 4159.768066
	Iteration 6Q: 3 clusters Score -407041 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -407087.500000 Penalty: 4159.768066
	Iteration 7Q: 3 clusters Score -407087.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -407126.968750 Penalty: 4159.768066
	Iteration 8Q: 3 clusters Score -407127 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -407162.375000 Penalty: 4159.768066
	Iteration 9Q: 3 clusters Score -407162.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -407194.750000 Penalty: 4159.768066
	Iteration 10Q: 3 clusters Score -407194.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -407217.156250 Penalty: 4159.768066
	Iteration 11Q: 3 clusters Score -407217.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -407240.531250 Penalty: 4159.768066
	Iteration 12Q: 3 clusters Score -407240.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -407257.343750 Penalty: 4159.768066
	Iteration 13Q: 3 clusters Score -407257.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -407269.031250 Penalty: 4159.768066
	Iteration 14Q: 3 clusters Score -407269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -407280.000000 Penalty: 4159.768066
	Iteration 15Q: 3 clusters Score -407280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -407292.718750 Penalty: 4159.768066
	Iteration 16Q: 3 clusters Score -407292.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -407303.250000 Penalty: 4159.768066
	Iteration 17Q: 3 clusters Score -407303.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -407311.562500 Penalty: 4159.768066
	Iteration 18Q: 3 clusters Score -407311.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -407320.875000 Penalty: 4159.768066
	Iteration 19Q: 3 clusters Score -407320.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -407328.125000 Penalty: 4159.768066
	Iteration 20F: 3 clusters Score -407328.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -407338.750000 Penalty: 4159.768066
	Iteration 21Q: 3 clusters Score -407338.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -407351.875000 Penalty: 4159.768066
	Iteration 22Q: 3 clusters Score -407351.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -407365.718750 Penalty: 4159.768066
	Iteration 23Q: 3 clusters Score -407365.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -407383.093750 Penalty: 4159.768066
	Iteration 24Q: 3 clusters Score -407383.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -407398.437500 Penalty: 4159.768066
	Iteration 25Q: 3 clusters Score -407398.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -407414.125000 Penalty: 4159.768066
	Iteration 26Q: 3 clusters Score -407414.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -407430.187500 Penalty: 4159.768066
	Iteration 27Q: 3 clusters Score -407430.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -407444.843750 Penalty: 4159.768066
	Iteration 28Q: 3 clusters Score -407444.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -407460.781250 Penalty: 4159.768066
	Iteration 29Q: 3 clusters Score -407460.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -407477.406250 Penalty: 4159.768066
	Iteration 30Q: 3 clusters Score -407477.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -407492.750000 Penalty: 4159.768066
	Iteration 31Q: 3 clusters Score -407492.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -407503.656250 Penalty: 4159.768066
	Iteration 32Q: 3 clusters Score -407503.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -407521.000000 Penalty: 4159.768066
	Iteration 33Q: 3 clusters Score -407521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -407536.625000 Penalty: 4159.768066
	Iteration 34Q: 3 clusters Score -407536.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -407555.968750 Penalty: 4159.768066
	Iteration 35Q: 3 clusters Score -407556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -407573.812500 Penalty: 4159.768066
	Iteration 36Q: 3 clusters Score -407573.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -407602.656250 Penalty: 4159.768066
	Iteration 37Q: 3 clusters Score -407602.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -407621.156250 Penalty: 4159.768066
	Iteration 38Q: 3 clusters Score -407621.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -407635.250000 Penalty: 4159.768066
	Iteration 39Q: 3 clusters Score -407635.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -407647.375000 Penalty: 4159.768066
	Iteration 40F: 3 clusters Score -407647.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -407659.468750 Penalty: 4159.768066
	Iteration 41Q: 3 clusters Score -407659.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -407667.750000 Penalty: 4159.768066
	Iteration 42Q: 3 clusters Score -407667.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -407678.406250 Penalty: 4159.768066
	Iteration 43Q: 3 clusters Score -407678.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -407689.093750 Penalty: 4159.768066
	Iteration 44Q: 3 clusters Score -407689.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -407698.531250 Penalty: 4159.768066
	Iteration 45Q: 3 clusters Score -407698.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -407708.937500 Penalty: 4159.768066
	Iteration 46Q: 3 clusters Score -407708.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -407717.562500 Penalty: 4159.768066
	Iteration 47Q: 3 clusters Score -407717.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -407724.281250 Penalty: 4159.768066
	Iteration 48Q: 3 clusters Score -407724.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -407731.156250 Penalty: 4159.768066
	Iteration 49Q: 3 clusters Score -407731.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -407734.875000 Penalty: 4159.768066
	Iteration 50Q: 3 clusters Score -407734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -407736.562500 Penalty: 4159.768066
	Iteration 51Q: 3 clusters Score -407736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -407737.968750 Penalty: 4159.768066
	Iteration 52Q: 3 clusters Score -407738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -407739.562500 Penalty: 4159.768066
	Iteration 53Q: 3 clusters Score -407739.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -407742.218750 Penalty: 4159.768066
	Iteration 54Q: 3 clusters Score -407742.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -407743.031250 Penalty: 4159.768066
	Iteration 55Q: 3 clusters Score -407743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -407746.312500 Penalty: 4159.768066
	Iteration 56Q: 3 clusters Score -407746.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -407752.437500 Penalty: 4159.768066
	Iteration 57Q: 3 clusters Score -407752.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -407756.625000 Penalty: 4159.768066
	Iteration 58Q: 3 clusters Score -407756.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -407764.531250 Penalty: 4159.768066
	Iteration 59Q: 3 clusters Score -407764.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -407770.718750 Penalty: 4159.768066
	Iteration 60F: 3 clusters Score -407770.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -407776.437500 Penalty: 4159.768066
	Iteration 61Q: 3 clusters Score -407776.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -407780.031250 Penalty: 4159.768066
	Iteration 62Q: 3 clusters Score -407780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -407785.968750 Penalty: 4159.768066
	Iteration 63Q: 3 clusters Score -407786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -407791.906250 Penalty: 4159.768066
	Iteration 64Q: 3 clusters Score -407791.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -407797.937500 Penalty: 4159.768066
	Iteration 65Q: 3 clusters Score -407797.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -407800.812500 Penalty: 4159.768066
	Iteration 66Q: 3 clusters Score -407800.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -407804.093750 Penalty: 4159.768066
	Iteration 67Q: 3 clusters Score -407804.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -407807.843750 Penalty: 4159.768066
	Iteration 68Q: 3 clusters Score -407807.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -407811.000000 Penalty: 4159.768066
	Iteration 69Q: 3 clusters Score -407811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -407815.031250 Penalty: 4159.768066
	Iteration 70Q: 3 clusters Score -407815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -407823.218750 Penalty: 4159.768066
	Iteration 71Q: 3 clusters Score -407823.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -407831.375000 Penalty: 4159.768066
	Iteration 72Q: 3 clusters Score -407831.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -407835.937500 Penalty: 4159.768066
	Iteration 73Q: 3 clusters Score -407835.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -407840.062500 Penalty: 4159.768066
	Iteration 74Q: 3 clusters Score -407840.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -407841.500000 Penalty: 4159.768066
	Iteration 75Q: 3 clusters Score -407841.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -407844.625000 Penalty: 4159.768066
	Iteration 76Q: 3 clusters Score -407844.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -407847.281250 Penalty: 4159.768066
	Iteration 77Q: 3 clusters Score -407847.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -407848.625000 Penalty: 4159.768066
	Iteration 78Q: 3 clusters Score -407848.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -407852.218750 Penalty: 4159.768066
	Iteration 79Q: 3 clusters Score -407852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -407854.218750 Penalty: 4159.768066
	Iteration 80F: 3 clusters Score -407854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -407856.375000 Penalty: 4159.768066
	Iteration 81Q: 3 clusters Score -407856.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -407857.437500 Penalty: 4159.768066
	Iteration 82Q: 3 clusters Score -407857.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -407857.531250 Penalty: 4159.768066
	Iteration 83Q: 3 clusters Score -407857.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -407857.531250 Penalty: 4159.768066
	Iteration 84F: 3 clusters Score -407857.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Entering Unmasked Estep 
Score: -1511604.625000 Penalty: 2392.803467
	Iteration 0F: 2 clusters Score -1511605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1500483.375000 Penalty: 4785.606934
	Iteration 0F: 3 clusters Score -1500483 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1504118.625000 Penalty: 4785.606934
	Iteration 1F: 3 clusters Score -1504119 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1504488.250000 Penalty: 4785.606934
	Iteration 2F: 3 clusters Score -1504488 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1504773.000000 Penalty: 4785.606934
	Iteration 3Q: 3 clusters Score -1504773 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1505063.375000 Penalty: 4785.606934
	Iteration 4Q: 3 clusters Score -1505063 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1505385.750000 Penalty: 4785.606934
	Iteration 5Q: 3 clusters Score -1505386 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1505796.125000 Penalty: 4785.606934
	Iteration 6Q: 3 clusters Score -1505796 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1506350.375000 Penalty: 4785.606934
	Iteration 7Q: 3 clusters Score -1506350 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1507036.125000 Penalty: 4785.606934
	Iteration 8F: 3 clusters Score -1507036 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1507923.875000 Penalty: 4785.606934
	Iteration 9F: 3 clusters Score -1507924 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1508830.625000 Penalty: 4785.606934
	Iteration 10F: 3 clusters Score -1508831 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1509591.625000 Penalty: 4785.606934
	Iteration 11F: 3 clusters Score -1509592 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1510064.375000 Penalty: 4785.606934
	Iteration 12Q: 3 clusters Score -1510064 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1510373.625000 Penalty: 4785.606934
	Iteration 13Q: 3 clusters Score -1510374 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1510633.750000 Penalty: 4785.606934
	Iteration 14Q: 3 clusters Score -1510634 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1510870.625000 Penalty: 4785.606934
	Iteration 15Q: 3 clusters Score -1510871 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1511078.875000 Penalty: 4785.606934
	Iteration 16Q: 3 clusters Score -1511079 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1511225.500000 Penalty: 4785.606934
	Iteration 17Q: 3 clusters Score -1511226 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1511327.375000 Penalty: 4785.606934
	Iteration 18Q: 3 clusters Score -1511327 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1511368.375000 Penalty: 4785.606934
	Iteration 19Q: 3 clusters Score -1511368 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1511390.250000 Penalty: 4785.606934
	Iteration 20F: 3 clusters Score -1511390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1511413.000000 Penalty: 4785.606934
	Iteration 21Q: 3 clusters Score -1511413 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1511428.875000 Penalty: 4785.606934
	Iteration 22Q: 3 clusters Score -1511429 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1511440.500000 Penalty: 4785.606934
	Iteration 23Q: 3 clusters Score -1511440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1511445.250000 Penalty: 4785.606934
	Iteration 24Q: 3 clusters Score -1511445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1511455.875000 Penalty: 4785.606934
	Iteration 25Q: 3 clusters Score -1511456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1511455.375000 Penalty: 4785.606934
	Iteration 26Q: 3 clusters Score -1511455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1511457.875000 Penalty: 4785.606934
	Iteration 27Q: 3 clusters Score -1511458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1511461.750000 Penalty: 4785.606934
	Iteration 28Q: 3 clusters Score -1511462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1511465.375000 Penalty: 4785.606934
	Iteration 29Q: 3 clusters Score -1511465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1511466.375000 Penalty: 4785.606934
	Iteration 30Q: 3 clusters Score -1511466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1511467.750000 Penalty: 4785.606934
	Iteration 31Q: 3 clusters Score -1511468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1511468.125000 Penalty: 4785.606934
	Iteration 32Q: 3 clusters Score -1511468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1511469.750000 Penalty: 4785.606934
	Iteration 33Q: 3 clusters Score -1511470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1511469.750000 Penalty: 4785.606934
	Iteration 34Q: 3 clusters Score -1511470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1511469.750000 Penalty: 4785.606934
	Iteration 35F: 3 clusters Score -1511470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Entering Unmasked Estep 
Score: -533981.250000 Penalty: 2147.011230
	Iteration 0F: 2 clusters Score -533981.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -528952.437500 Penalty: 4294.022461
	Iteration 0F: 3 clusters Score -528952.4 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -530205.187500 Penalty: 4294.022461
	Iteration 1F: 3 clusters Score -530205.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -530489.250000 Penalty: 4294.022461
	Iteration 2F: 3 clusters Score -530489.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -530761.937500 Penalty: 4294.022461
	Iteration 3F: 3 clusters Score -530761.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -530987.000000 Penalty: 4294.022461
	Iteration 4Q: 3 clusters Score -530987 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -531192.812500 Penalty: 4294.022461
	Iteration 5Q: 3 clusters Score -531192.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -531400.625000 Penalty: 4294.022461
	Iteration 6Q: 3 clusters Score -531400.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -531608.750000 Penalty: 4294.022461
	Iteration 7F: 3 clusters Score -531608.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -531796.687500 Penalty: 4294.022461
	Iteration 8Q: 3 clusters Score -531796.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -531970.625000 Penalty: 4294.022461
	Iteration 9Q: 3 clusters Score -531970.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -532113.562500 Penalty: 4294.022461
	Iteration 10Q: 3 clusters Score -532113.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -532255.750000 Penalty: 4294.022461
	Iteration 11Q: 3 clusters Score -532255.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -532366.687500 Penalty: 4294.022461
	Iteration 12Q: 3 clusters Score -532366.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -532435.375000 Penalty: 4294.022461
	Iteration 13Q: 3 clusters Score -532435.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -532495.500000 Penalty: 4294.022461
	Iteration 14Q: 3 clusters Score -532495.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -532533.437500 Penalty: 4294.022461
	Iteration 15Q: 3 clusters Score -532533.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -532561.375000 Penalty: 4294.022461
	Iteration 16Q: 3 clusters Score -532561.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -532591.187500 Penalty: 4294.022461
	Iteration 17Q: 3 clusters Score -532591.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -532608.750000 Penalty: 4294.022461
	Iteration 18Q: 3 clusters Score -532608.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -532621.375000 Penalty: 4294.022461
	Iteration 19Q: 3 clusters Score -532621.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -532630.187500 Penalty: 4294.022461
	Iteration 20F: 3 clusters Score -532630.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -532637.187500 Penalty: 4294.022461
	Iteration 21Q: 3 clusters Score -532637.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -532642.750000 Penalty: 4294.022461
	Iteration 22Q: 3 clusters Score -532642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -532644.062500 Penalty: 4294.022461
	Iteration 23Q: 3 clusters Score -532644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -532646.125000 Penalty: 4294.022461
	Iteration 24Q: 3 clusters Score -532646.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -532647.125000 Penalty: 4294.022461
	Iteration 25Q: 3 clusters Score -532647.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -532650.187500 Penalty: 4294.022461
	Iteration 26Q: 3 clusters Score -532650.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -532654.562500 Penalty: 4294.022461
	Iteration 27Q: 3 clusters Score -532654.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -532657.250000 Penalty: 4294.022461
	Iteration 28Q: 3 clusters Score -532657.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -532660.875000 Penalty: 4294.022461
	Iteration 29Q: 3 clusters Score -532660.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -532663.500000 Penalty: 4294.022461
	Iteration 30Q: 3 clusters Score -532663.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -532664.687500 Penalty: 4294.022461
	Iteration 31Q: 3 clusters Score -532664.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -532668.375000 Penalty: 4294.022461
	Iteration 32Q: 3 clusters Score -532668.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -532669.875000 Penalty: 4294.022461
	Iteration 33Q: 3 clusters Score -532669.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -532671.437500 Penalty: 4294.022461
	Iteration 34Q: 3 clusters Score -532671.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -532671.437500 Penalty: 4294.022461
	Iteration 35F: 3 clusters Score -532671.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Entering Unmasked Estep 
Score: -1841431.125000 Penalty: 2439.516357
	Iteration 0F: 2 clusters Score -1841431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1828126.000000 Penalty: 4879.032715
	Iteration 0F: 3 clusters Score -1828126 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1832582.125000 Penalty: 4879.032715
	Iteration 1F: 3 clusters Score -1832582 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1832978.375000 Penalty: 4879.032715
	Iteration 2F: 3 clusters Score -1832978 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1833315.000000 Penalty: 4879.032715
	Iteration 3Q: 3 clusters Score -1833315 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1833586.750000 Penalty: 4879.032715
	Iteration 4Q: 3 clusters Score -1833587 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1833813.125000 Penalty: 4879.032715
	Iteration 5Q: 3 clusters Score -1833813 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1834011.250000 Penalty: 4879.032715
	Iteration 6Q: 3 clusters Score -1834011 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1834196.875000 Penalty: 4879.032715
	Iteration 7Q: 3 clusters Score -1834197 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1834383.625000 Penalty: 4879.032715
	Iteration 8Q: 3 clusters Score -1834384 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1834622.875000 Penalty: 4879.032715
	Iteration 9Q: 3 clusters Score -1834623 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1834953.875000 Penalty: 4879.032715
	Iteration 10Q: 3 clusters Score -1834954 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1835397.250000 Penalty: 4879.032715
	Iteration 11Q: 3 clusters Score -1835397 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1835929.000000 Penalty: 4879.032715
	Iteration 12Q: 3 clusters Score -1835929 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1836551.000000 Penalty: 4879.032715
	Iteration 13Q: 3 clusters Score -1836551 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1837172.625000 Penalty: 4879.032715
	Iteration 14Q: 3 clusters Score -1837173 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -1837671.250000 Penalty: 4879.032715
	Iteration 15Q: 3 clusters Score -1837671 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -1838111.875000 Penalty: 4879.032715
	Iteration 16Q: 3 clusters Score -1838112 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -1838447.500000 Penalty: 4879.032715
	Iteration 17Q: 3 clusters Score -1838448 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -1838663.625000 Penalty: 4879.032715
	Iteration 18Q: 3 clusters Score -1838664 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -1838819.375000 Penalty: 4879.032715
	Iteration 19Q: 3 clusters Score -1838819 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -1838933.000000 Penalty: 4879.032715
	Iteration 20F: 3 clusters Score -1838933 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -1839026.000000 Penalty: 4879.032715
	Iteration 21Q: 3 clusters Score -1839026 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -1839087.375000 Penalty: 4879.032715
	Iteration 22Q: 3 clusters Score -1839087 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -1839134.750000 Penalty: 4879.032715
	Iteration 23Q: 3 clusters Score -1839135 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1839174.125000 Penalty: 4879.032715
	Iteration 24Q: 3 clusters Score -1839174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -1839198.250000 Penalty: 4879.032715
	Iteration 25Q: 3 clusters Score -1839198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -1839216.875000 Penalty: 4879.032715
	Iteration 26Q: 3 clusters Score -1839217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1839229.250000 Penalty: 4879.032715
	Iteration 27Q: 3 clusters Score -1839229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -1839241.125000 Penalty: 4879.032715
	Iteration 28Q: 3 clusters Score -1839241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -1839257.000000 Penalty: 4879.032715
	Iteration 29Q: 3 clusters Score -1839257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -1839262.375000 Penalty: 4879.032715
	Iteration 30Q: 3 clusters Score -1839262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -1839263.875000 Penalty: 4879.032715
	Iteration 31Q: 3 clusters Score -1839264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -1839268.750000 Penalty: 4879.032715
	Iteration 32Q: 3 clusters Score -1839269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -1839269.500000 Penalty: 4879.032715
	Iteration 33Q: 3 clusters Score -1839270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1839271.625000 Penalty: 4879.032715
	Iteration 34Q: 3 clusters Score -1839272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1839272.125000 Penalty: 4879.032715
	Iteration 35Q: 3 clusters Score -1839272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1839272.125000 Penalty: 4879.032715
	Iteration 36F: 3 clusters Score -1839272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (102264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102264 members 
Entering Unmasked Estep 
Score: -10079701.000000 Penalty: 2860.757568
	Iteration 0F: 2 clusters Score -1.00797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -10011092.000000 Penalty: 5721.515137
	Iteration 0F: 3 clusters Score -1.001109e+07 nChanged 48491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -10038732.000000 Penalty: 5721.515137
	Iteration 1F: 3 clusters Score -1.003873e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -10039722.000000 Penalty: 5721.515137
	Iteration 2Q: 3 clusters Score -1.003972e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -10041092.000000 Penalty: 5721.515137
	Iteration 3Q: 3 clusters Score -1.004109e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 61674 members 
Entering Unmasked Estep 
Score: -10043693.000000 Penalty: 5721.515137
	Iteration 4F: 3 clusters Score -1.004369e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 67224 members 
Entering Unmasked Estep 
Score: -10048008.000000 Penalty: 5721.515137
	Iteration 5F: 3 clusters Score -1.004801e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 74113 members 
Entering Unmasked Estep 
Score: -10054082.000000 Penalty: 5721.515137
	Iteration 6F: 3 clusters Score -1.005408e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 81440 members 
Entering Unmasked Estep 
Score: -10060792.000000 Penalty: 5721.515137
	Iteration 7F: 3 clusters Score -1.006079e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 87799 members 
Entering Unmasked Estep 
Score: -10066656.000000 Penalty: 5721.515137
	Iteration 8F: 3 clusters Score -1.006666e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 92564 members 
Entering Unmasked Estep 
Score: -10070550.000000 Penalty: 5721.515137
	Iteration 9Q: 3 clusters Score -1.007055e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 95809 members 
Entering Unmasked Estep 
Score: -10072924.000000 Penalty: 5721.515137
	Iteration 10Q: 3 clusters Score -1.007292e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 97959 members 
Entering Unmasked Estep 
Score: -10074497.000000 Penalty: 5721.515137
	Iteration 11Q: 3 clusters Score -1.00745e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 99384 members 
Entering Unmasked Estep 
Score: -10075538.000000 Penalty: 5721.515137
	Iteration 12Q: 3 clusters Score -1.007554e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 100250 members 
Entering Unmasked Estep 
Score: -10076166.000000 Penalty: 5721.515137
	Iteration 13Q: 3 clusters Score -1.007617e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 100799 members 
Entering Unmasked Estep 
Score: -10076552.000000 Penalty: 5721.515137
	Iteration 14Q: 3 clusters Score -1.007655e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 101123 members 
Entering Unmasked Estep 
Score: -10076783.000000 Penalty: 5721.515137
	Iteration 15Q: 3 clusters Score -1.007678e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 101327 members 
Entering Unmasked Estep 
Score: -10076964.000000 Penalty: 5721.515137
	Iteration 16Q: 3 clusters Score -1.007696e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 101474 members 
Entering Unmasked Estep 
Score: -10077069.000000 Penalty: 5721.515137
	Iteration 17Q: 3 clusters Score -1.007707e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 101561 members 
Entering Unmasked Estep 
Score: -10077134.000000 Penalty: 5721.515137
	Iteration 18Q: 3 clusters Score -1.007713e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 101598 members 
Entering Unmasked Estep 
Score: -10077159.000000 Penalty: 5721.515137
	Iteration 19Q: 3 clusters Score -1.007716e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 101622 members 
Entering Unmasked Estep 
Score: -10077170.000000 Penalty: 5721.515137
	Iteration 20F: 3 clusters Score -1.007717e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 101645 members 
Entering Unmasked Estep 
Score: -10077198.000000 Penalty: 5721.515137
	Iteration 21Q: 3 clusters Score -1.00772e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 101659 members 
Entering Unmasked Estep 
Score: -10077219.000000 Penalty: 5721.515137
	Iteration 22Q: 3 clusters Score -1.007722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 101675 members 
Entering Unmasked Estep 
Score: -10077232.000000 Penalty: 5721.515137
	Iteration 23Q: 3 clusters Score -1.007723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 101677 members 
Entering Unmasked Estep 
Score: -10077232.000000 Penalty: 5721.515137
	Iteration 24Q: 3 clusters Score -1.007723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 101684 members 
Entering Unmasked Estep 
Score: -10077233.000000 Penalty: 5721.515137
	Iteration 25Q: 3 clusters Score -1.007723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 101685 members 
Entering Unmasked Estep 
Score: -10077238.000000 Penalty: 5721.515137
	Iteration 26Q: 3 clusters Score -1.007724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 101686 members 
Entering Unmasked Estep 
Score: -10077241.000000 Penalty: 5721.515137
	Iteration 27Q: 3 clusters Score -1.007724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 101688 members 
Entering Unmasked Estep 
Score: -10077237.000000 Penalty: 5721.515137
	Iteration 28Q: 3 clusters Score -1.007724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 101687 members 
Entering Unmasked Estep 
Score: -10077243.000000 Penalty: 5721.515137
	Iteration 29Q: 3 clusters Score -1.007724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 101688 members 
Entering Unmasked Estep 
Score: -10077246.000000 Penalty: 5721.515137
	Iteration 30Q: 3 clusters Score -1.007725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 101688 members 
Entering Unmasked Estep 
Score: -10077246.000000 Penalty: 5721.515137
	Iteration 31F: 3 clusters Score -1.007725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Entering Unmasked Estep 
Score: -581544.250000 Penalty: 2168.356201
	Iteration 0F: 2 clusters Score -581544.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -576242.125000 Penalty: 4336.712402
	Iteration 0F: 3 clusters Score -576242.1 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -577613.875000 Penalty: 4336.712402
	Iteration 1F: 3 clusters Score -577613.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -577868.750000 Penalty: 4336.712402
	Iteration 2F: 3 clusters Score -577868.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -578037.750000 Penalty: 4336.712402
	Iteration 3F: 3 clusters Score -578037.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -578167.312500 Penalty: 4336.712402
	Iteration 4Q: 3 clusters Score -578167.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -578273.687500 Penalty: 4336.712402
	Iteration 5Q: 3 clusters Score -578273.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -578363.500000 Penalty: 4336.712402
	Iteration 6Q: 3 clusters Score -578363.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -578454.312500 Penalty: 4336.712402
	Iteration 7Q: 3 clusters Score -578454.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -578534.250000 Penalty: 4336.712402
	Iteration 8Q: 3 clusters Score -578534.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -578601.625000 Penalty: 4336.712402
	Iteration 9Q: 3 clusters Score -578601.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -578661.750000 Penalty: 4336.712402
	Iteration 10Q: 3 clusters Score -578661.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -578736.375000 Penalty: 4336.712402
	Iteration 11Q: 3 clusters Score -578736.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -578812.500000 Penalty: 4336.712402
	Iteration 12Q: 3 clusters Score -578812.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -578885.062500 Penalty: 4336.712402
	Iteration 13Q: 3 clusters Score -578885.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -578949.250000 Penalty: 4336.712402
	Iteration 14Q: 3 clusters Score -578949.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -579003.375000 Penalty: 4336.712402
	Iteration 15Q: 3 clusters Score -579003.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -579054.812500 Penalty: 4336.712402
	Iteration 16Q: 3 clusters Score -579054.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -579100.812500 Penalty: 4336.712402
	Iteration 17Q: 3 clusters Score -579100.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -579155.562500 Penalty: 4336.712402
	Iteration 18Q: 3 clusters Score -579155.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -579215.625000 Penalty: 4336.712402
	Iteration 19Q: 3 clusters Score -579215.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -579275.625000 Penalty: 4336.712402
	Iteration 20F: 3 clusters Score -579275.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -579335.437500 Penalty: 4336.712402
	Iteration 21Q: 3 clusters Score -579335.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -579379.000000 Penalty: 4336.712402
	Iteration 22Q: 3 clusters Score -579379 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -579417.500000 Penalty: 4336.712402
	Iteration 23Q: 3 clusters Score -579417.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -579445.000000 Penalty: 4336.712402
	Iteration 24Q: 3 clusters Score -579445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -579465.625000 Penalty: 4336.712402
	Iteration 25Q: 3 clusters Score -579465.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -579491.250000 Penalty: 4336.712402
	Iteration 26Q: 3 clusters Score -579491.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -579517.125000 Penalty: 4336.712402
	Iteration 27Q: 3 clusters Score -579517.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -579534.937500 Penalty: 4336.712402
	Iteration 28Q: 3 clusters Score -579534.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -579545.437500 Penalty: 4336.712402
	Iteration 29Q: 3 clusters Score -579545.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -579550.500000 Penalty: 4336.712402
	Iteration 30Q: 3 clusters Score -579550.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -579555.687500 Penalty: 4336.712402
	Iteration 31Q: 3 clusters Score -579555.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -579562.187500 Penalty: 4336.712402
	Iteration 32Q: 3 clusters Score -579562.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -579572.062500 Penalty: 4336.712402
	Iteration 33Q: 3 clusters Score -579572.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -579581.187500 Penalty: 4336.712402
	Iteration 34Q: 3 clusters Score -579581.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -579587.250000 Penalty: 4336.712402
	Iteration 35Q: 3 clusters Score -579587.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -579591.000000 Penalty: 4336.712402
	Iteration 36Q: 3 clusters Score -579591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -579593.250000 Penalty: 4336.712402
	Iteration 37Q: 3 clusters Score -579593.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -579599.312500 Penalty: 4336.712402
	Iteration 38Q: 3 clusters Score -579599.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -579600.937500 Penalty: 4336.712402
	Iteration 39Q: 3 clusters Score -579600.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -579603.250000 Penalty: 4336.712402
	Iteration 40F: 3 clusters Score -579603.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -579606.750000 Penalty: 4336.712402
	Iteration 41Q: 3 clusters Score -579606.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -579608.625000 Penalty: 4336.712402
	Iteration 42Q: 3 clusters Score -579608.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -579613.187500 Penalty: 4336.712402
	Iteration 43Q: 3 clusters Score -579613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -579616.437500 Penalty: 4336.712402
	Iteration 44Q: 3 clusters Score -579616.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -579620.437500 Penalty: 4336.712402
	Iteration 45Q: 3 clusters Score -579620.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -579622.312500 Penalty: 4336.712402
	Iteration 46Q: 3 clusters Score -579622.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -579625.187500 Penalty: 4336.712402
	Iteration 47Q: 3 clusters Score -579625.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -579629.375000 Penalty: 4336.712402
	Iteration 48Q: 3 clusters Score -579629.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -579634.750000 Penalty: 4336.712402
	Iteration 49Q: 3 clusters Score -579634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -579639.250000 Penalty: 4336.712402
	Iteration 50Q: 3 clusters Score -579639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -579640.062500 Penalty: 4336.712402
	Iteration 51Q: 3 clusters Score -579640.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -579644.000000 Penalty: 4336.712402
	Iteration 52Q: 3 clusters Score -579644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -579647.312500 Penalty: 4336.712402
	Iteration 53Q: 3 clusters Score -579647.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -579650.562500 Penalty: 4336.712402
	Iteration 54Q: 3 clusters Score -579650.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -579651.562500 Penalty: 4336.712402
	Iteration 55Q: 3 clusters Score -579651.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -579656.687500 Penalty: 4336.712402
	Iteration 56Q: 3 clusters Score -579656.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -579657.312500 Penalty: 4336.712402
	Iteration 57Q: 3 clusters Score -579657.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -579660.562500 Penalty: 4336.712402
	Iteration 58Q: 3 clusters Score -579660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -579661.125000 Penalty: 4336.712402
	Iteration 59Q: 3 clusters Score -579661.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -579661.937500 Penalty: 4336.712402
	Iteration 60F: 3 clusters Score -579661.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Entering Unmasked Estep 
Score: -3900352.500000 Penalty: 2648.933350
	Iteration 0F: 2 clusters Score -3900352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -3870803.750000 Penalty: 5297.866699
	Iteration 0F: 3 clusters Score -3870804 nChanged 20156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -3882170.000000 Penalty: 5297.866699
	Iteration 1F: 3 clusters Score -3882170 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -3883107.500000 Penalty: 5297.866699
	Iteration 2F: 3 clusters Score -3883108 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -3884245.250000 Penalty: 5297.866699
	Iteration 3F: 3 clusters Score -3884245 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -3885546.500000 Penalty: 5297.866699
	Iteration 4F: 3 clusters Score -3885546 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3886810.250000 Penalty: 5297.866699
	Iteration 5F: 3 clusters Score -3886810 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -3888048.000000 Penalty: 5297.866699
	Iteration 6F: 3 clusters Score -3888048 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -3889252.750000 Penalty: 5297.866699
	Iteration 7F: 3 clusters Score -3889253 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3890412.000000 Penalty: 5297.866699
	Iteration 8Q: 3 clusters Score -3890412 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3891551.250000 Penalty: 5297.866699
	Iteration 9Q: 3 clusters Score -3891551 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3892591.250000 Penalty: 5297.866699
	Iteration 10Q: 3 clusters Score -3892591 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3893510.750000 Penalty: 5297.866699
	Iteration 11Q: 3 clusters Score -3893511 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3894313.250000 Penalty: 5297.866699
	Iteration 12Q: 3 clusters Score -3894313 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3894962.250000 Penalty: 5297.866699
	Iteration 13Q: 3 clusters Score -3894962 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -3895511.750000 Penalty: 5297.866699
	Iteration 14Q: 3 clusters Score -3895512 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -3895984.500000 Penalty: 5297.866699
	Iteration 15Q: 3 clusters Score -3895984 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -3896345.250000 Penalty: 5297.866699
	Iteration 16Q: 3 clusters Score -3896345 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3896715.000000 Penalty: 5297.866699
	Iteration 17Q: 3 clusters Score -3896715 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3897028.750000 Penalty: 5297.866699
	Iteration 18Q: 3 clusters Score -3897029 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -3897266.000000 Penalty: 5297.866699
	Iteration 19Q: 3 clusters Score -3897266 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -3897490.250000 Penalty: 5297.866699
	Iteration 20F: 3 clusters Score -3897490 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -3897683.000000 Penalty: 5297.866699
	Iteration 21Q: 3 clusters Score -3897683 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3897835.500000 Penalty: 5297.866699
	Iteration 22Q: 3 clusters Score -3897836 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3897965.000000 Penalty: 5297.866699
	Iteration 23Q: 3 clusters Score -3897965 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3898131.500000 Penalty: 5297.866699
	Iteration 24Q: 3 clusters Score -3898132 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -3898263.000000 Penalty: 5297.866699
	Iteration 25Q: 3 clusters Score -3898263 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -3898394.500000 Penalty: 5297.866699
	Iteration 26Q: 3 clusters Score -3898394 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -3898526.750000 Penalty: 5297.866699
	Iteration 27Q: 3 clusters Score -3898527 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -3898695.000000 Penalty: 5297.866699
	Iteration 28Q: 3 clusters Score -3898695 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3898875.500000 Penalty: 5297.866699
	Iteration 29Q: 3 clusters Score -3898876 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -3899000.250000 Penalty: 5297.866699
	Iteration 30Q: 3 clusters Score -3899000 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3899105.250000 Penalty: 5297.866699
	Iteration 31Q: 3 clusters Score -3899105 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3899187.000000 Penalty: 5297.866699
	Iteration 32Q: 3 clusters Score -3899187 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3899214.000000 Penalty: 5297.866699
	Iteration 33Q: 3 clusters Score -3899214 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3899254.000000 Penalty: 5297.866699
	Iteration 34Q: 3 clusters Score -3899254 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3899270.500000 Penalty: 5297.866699
	Iteration 35Q: 3 clusters Score -3899270 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3899287.500000 Penalty: 5297.866699
	Iteration 36Q: 3 clusters Score -3899288 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -3899307.000000 Penalty: 5297.866699
	Iteration 37Q: 3 clusters Score -3899307 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3899320.250000 Penalty: 5297.866699
	Iteration 38Q: 3 clusters Score -3899320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3899338.750000 Penalty: 5297.866699
	Iteration 39Q: 3 clusters Score -3899339 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3899341.750000 Penalty: 5297.866699
	Iteration 40F: 3 clusters Score -3899342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3899358.250000 Penalty: 5297.866699
	Iteration 41Q: 3 clusters Score -3899358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3899357.500000 Penalty: 5297.866699
	Iteration 42Q: 3 clusters Score -3899358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3899353.500000 Penalty: 5297.866699
	Iteration 43Q: 3 clusters Score -3899354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -3899358.500000 Penalty: 5297.866699
	Iteration 44Q: 3 clusters Score -3899358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3899362.750000 Penalty: 5297.866699
	Iteration 45Q: 3 clusters Score -3899363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3899364.750000 Penalty: 5297.866699
	Iteration 46Q: 3 clusters Score -3899365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3899365.750000 Penalty: 5297.866699
	Iteration 47Q: 3 clusters Score -3899366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3899358.500000 Penalty: 5297.866699
	Iteration 48Q: 3 clusters Score -3899358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3899366.250000 Penalty: 5297.866699
	Iteration 49Q: 3 clusters Score -3899366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3899363.750000 Penalty: 5297.866699
	Iteration 50Q: 3 clusters Score -3899364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3899368.250000 Penalty: 5297.866699
	Iteration 51Q: 3 clusters Score -3899368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -3899364.250000 Penalty: 5297.866699
	Iteration 52Q: 3 clusters Score -3899364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -3899364.250000 Penalty: 5297.866699
	Iteration 53Q: 3 clusters Score -3899364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -3899356.250000 Penalty: 5297.866699
	Iteration 54Q: 3 clusters Score -3899356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -3899357.750000 Penalty: 5297.866699
	Iteration 55Q: 3 clusters Score -3899358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3899364.500000 Penalty: 5297.866699
	Iteration 56Q: 3 clusters Score -3899364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -3899359.500000 Penalty: 5297.866699
	Iteration 57Q: 3 clusters Score -3899360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -3899362.250000 Penalty: 5297.866699
	Iteration 58Q: 3 clusters Score -3899362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3899366.500000 Penalty: 5297.866699
	Iteration 59Q: 3 clusters Score -3899366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3899364.250000 Penalty: 5297.866699
	Iteration 60F: 3 clusters Score -3899364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -3899367.500000 Penalty: 5297.866699
	Iteration 61Q: 3 clusters Score -3899368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -3899366.500000 Penalty: 5297.866699
	Iteration 62Q: 3 clusters Score -3899366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3899370.000000 Penalty: 5297.866699
	Iteration 63Q: 3 clusters Score -3899370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3899362.000000 Penalty: 5297.866699
	Iteration 64Q: 3 clusters Score -3899362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3899364.250000 Penalty: 5297.866699
	Iteration 65Q: 3 clusters Score -3899364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3899357.250000 Penalty: 5297.866699
	Iteration 66Q: 3 clusters Score -3899357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3899359.500000 Penalty: 5297.866699
	Iteration 67Q: 3 clusters Score -3899360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3899359.500000 Penalty: 5297.866699
	Iteration 68F: 3 clusters Score -3899360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Entering Unmasked Estep 
Score: -284810.718750 Penalty: 2003.822021
	Iteration 0F: 2 clusters Score -284810.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -281466.500000 Penalty: 4007.644043
	Iteration 0F: 3 clusters Score -281466.5 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -282299.625000 Penalty: 4007.644043
	Iteration 1F: 3 clusters Score -282299.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -282515.562500 Penalty: 4007.644043
	Iteration 2F: 3 clusters Score -282515.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -282721.843750 Penalty: 4007.644043
	Iteration 3F: 3 clusters Score -282721.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -282913.906250 Penalty: 4007.644043
	Iteration 4F: 3 clusters Score -282913.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -283171.062500 Penalty: 4007.644043
	Iteration 5F: 3 clusters Score -283171.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -283500.406250 Penalty: 4007.644043
	Iteration 6F: 3 clusters Score -283500.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -283804.687500 Penalty: 4007.644043
	Iteration 7F: 3 clusters Score -283804.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -284064.906250 Penalty: 4007.644043
	Iteration 8F: 3 clusters Score -284064.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -284219.156250 Penalty: 4007.644043
	Iteration 9Q: 3 clusters Score -284219.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -284311.875000 Penalty: 4007.644043
	Iteration 10Q: 3 clusters Score -284311.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -284354.531250 Penalty: 4007.644043
	Iteration 11Q: 3 clusters Score -284354.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -284377.656250 Penalty: 4007.644043
	Iteration 12Q: 3 clusters Score -284377.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -284397.500000 Penalty: 4007.644043
	Iteration 13Q: 3 clusters Score -284397.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -284417.187500 Penalty: 4007.644043
	Iteration 14Q: 3 clusters Score -284417.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -284439.125000 Penalty: 4007.644043
	Iteration 15Q: 3 clusters Score -284439.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -284461.312500 Penalty: 4007.644043
	Iteration 16Q: 3 clusters Score -284461.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -284477.937500 Penalty: 4007.644043
	Iteration 17Q: 3 clusters Score -284477.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -284497.187500 Penalty: 4007.644043
	Iteration 18Q: 3 clusters Score -284497.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -284517.875000 Penalty: 4007.644043
	Iteration 19Q: 3 clusters Score -284517.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -284532.593750 Penalty: 4007.644043
	Iteration 20F: 3 clusters Score -284532.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -284543.281250 Penalty: 4007.644043
	Iteration 21Q: 3 clusters Score -284543.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -284552.750000 Penalty: 4007.644043
	Iteration 22Q: 3 clusters Score -284552.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -284557.218750 Penalty: 4007.644043
	Iteration 23Q: 3 clusters Score -284557.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -284558.625000 Penalty: 4007.644043
	Iteration 24Q: 3 clusters Score -284558.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -284559.218750 Penalty: 4007.644043
	Iteration 25Q: 3 clusters Score -284559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -284560.218750 Penalty: 4007.644043
	Iteration 26Q: 3 clusters Score -284560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -284563.562500 Penalty: 4007.644043
	Iteration 27Q: 3 clusters Score -284563.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -284566.093750 Penalty: 4007.644043
	Iteration 28Q: 3 clusters Score -284566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -284568.937500 Penalty: 4007.644043
	Iteration 29Q: 3 clusters Score -284568.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -284569.843750 Penalty: 4007.644043
	Iteration 30Q: 3 clusters Score -284569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -284571.437500 Penalty: 4007.644043
	Iteration 31Q: 3 clusters Score -284571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -284573.406250 Penalty: 4007.644043
	Iteration 32Q: 3 clusters Score -284573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -284573.562500 Penalty: 4007.644043
	Iteration 33Q: 3 clusters Score -284573.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -284574.718750 Penalty: 4007.644043
	Iteration 34Q: 3 clusters Score -284574.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -284575.000000 Penalty: 4007.644043
	Iteration 35Q: 3 clusters Score -284575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -284575.000000 Penalty: 4007.644043
	Iteration 36F: 3 clusters Score -284575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Entering Unmasked Estep 
Score: -429011.968750 Penalty: 2081.292969
	Iteration 0F: 2 clusters Score -429012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -424885.468750 Penalty: 4162.585938
	Iteration 0F: 3 clusters Score -424885.5 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -425806.812500 Penalty: 4162.585938
	Iteration 1F: 3 clusters Score -425806.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -425998.156250 Penalty: 4162.585938
	Iteration 2F: 3 clusters Score -425998.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -426096.843750 Penalty: 4162.585938
	Iteration 3Q: 3 clusters Score -426096.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -426166.031250 Penalty: 4162.585938
	Iteration 4Q: 3 clusters Score -426166 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -426206.968750 Penalty: 4162.585938
	Iteration 5Q: 3 clusters Score -426207 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -426238.937500 Penalty: 4162.585938
	Iteration 6Q: 3 clusters Score -426238.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -426264.906250 Penalty: 4162.585938
	Iteration 7Q: 3 clusters Score -426264.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -426283.937500 Penalty: 4162.585938
	Iteration 8Q: 3 clusters Score -426283.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -426296.343750 Penalty: 4162.585938
	Iteration 9Q: 3 clusters Score -426296.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -426315.281250 Penalty: 4162.585938
	Iteration 10Q: 3 clusters Score -426315.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -426330.281250 Penalty: 4162.585938
	Iteration 11Q: 3 clusters Score -426330.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -426341.125000 Penalty: 4162.585938
	Iteration 12Q: 3 clusters Score -426341.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -426351.031250 Penalty: 4162.585938
	Iteration 13Q: 3 clusters Score -426351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -426358.593750 Penalty: 4162.585938
	Iteration 14Q: 3 clusters Score -426358.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -426364.375000 Penalty: 4162.585938
	Iteration 15Q: 3 clusters Score -426364.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -426369.718750 Penalty: 4162.585938
	Iteration 16Q: 3 clusters Score -426369.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -426372.531250 Penalty: 4162.585938
	Iteration 17Q: 3 clusters Score -426372.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -426375.125000 Penalty: 4162.585938
	Iteration 18Q: 3 clusters Score -426375.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -426377.875000 Penalty: 4162.585938
	Iteration 19Q: 3 clusters Score -426377.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -426380.343750 Penalty: 4162.585938
	Iteration 20F: 3 clusters Score -426380.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -426383.312500 Penalty: 4162.585938
	Iteration 21Q: 3 clusters Score -426383.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -426386.406250 Penalty: 4162.585938
	Iteration 22Q: 3 clusters Score -426386.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -426387.375000 Penalty: 4162.585938
	Iteration 23Q: 3 clusters Score -426387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -426388.968750 Penalty: 4162.585938
	Iteration 24Q: 3 clusters Score -426389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -426393.593750 Penalty: 4162.585938
	Iteration 25Q: 3 clusters Score -426393.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -426399.625000 Penalty: 4162.585938
	Iteration 26Q: 3 clusters Score -426399.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -426402.500000 Penalty: 4162.585938
	Iteration 27Q: 3 clusters Score -426402.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -426407.500000 Penalty: 4162.585938
	Iteration 28Q: 3 clusters Score -426407.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -426413.125000 Penalty: 4162.585938
	Iteration 29Q: 3 clusters Score -426413.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -426417.500000 Penalty: 4162.585938
	Iteration 30Q: 3 clusters Score -426417.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -426419.843750 Penalty: 4162.585938
	Iteration 31Q: 3 clusters Score -426419.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -426420.968750 Penalty: 4162.585938
	Iteration 32Q: 3 clusters Score -426421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -426423.093750 Penalty: 4162.585938
	Iteration 33Q: 3 clusters Score -426423.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -426423.843750 Penalty: 4162.585938
	Iteration 34Q: 3 clusters Score -426423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -426426.218750 Penalty: 4162.585938
	Iteration 35Q: 3 clusters Score -426426.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -426426.437500 Penalty: 4162.585938
	Iteration 36Q: 3 clusters Score -426426.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -426426.375000 Penalty: 4162.585938
	Iteration 37Q: 3 clusters Score -426426.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -426426.375000 Penalty: 4162.585938
	Iteration 38F: 3 clusters Score -426426.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Entering Unmasked Estep 
Score: -464830.750000 Penalty: 2109.771484
	Iteration 0F: 2 clusters Score -464830.8 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 2470 members 
Entering Unmasked Estep 
Score: -460365.968750 Penalty: 4219.542969
	Iteration 0F: 3 clusters Score -460366 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -461389.875000 Penalty: 4219.542969
	Iteration 1F: 3 clusters Score -461389.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -461578.281250 Penalty: 4219.542969
	Iteration 2F: 3 clusters Score -461578.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -461684.187500 Penalty: 4219.542969
	Iteration 3Q: 3 clusters Score -461684.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -461751.437500 Penalty: 4219.542969
	Iteration 4Q: 3 clusters Score -461751.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -461806.687500 Penalty: 4219.542969
	Iteration 5Q: 3 clusters Score -461806.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -461842.375000 Penalty: 4219.542969
	Iteration 6Q: 3 clusters Score -461842.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -461875.187500 Penalty: 4219.542969
	Iteration 7Q: 3 clusters Score -461875.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -461904.656250 Penalty: 4219.542969
	Iteration 8Q: 3 clusters Score -461904.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -461935.906250 Penalty: 4219.542969
	Iteration 9Q: 3 clusters Score -461935.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -461963.437500 Penalty: 4219.542969
	Iteration 10Q: 3 clusters Score -461963.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -461986.406250 Penalty: 4219.542969
	Iteration 11Q: 3 clusters Score -461986.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -462006.062500 Penalty: 4219.542969
	Iteration 12Q: 3 clusters Score -462006.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -462022.281250 Penalty: 4219.542969
	Iteration 13Q: 3 clusters Score -462022.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -462035.843750 Penalty: 4219.542969
	Iteration 14Q: 3 clusters Score -462035.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -462050.500000 Penalty: 4219.542969
	Iteration 15Q: 3 clusters Score -462050.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -462060.593750 Penalty: 4219.542969
	Iteration 16Q: 3 clusters Score -462060.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -462071.812500 Penalty: 4219.542969
	Iteration 17Q: 3 clusters Score -462071.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -462080.843750 Penalty: 4219.542969
	Iteration 18Q: 3 clusters Score -462080.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -462089.062500 Penalty: 4219.542969
	Iteration 19Q: 3 clusters Score -462089.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -462099.812500 Penalty: 4219.542969
	Iteration 20F: 3 clusters Score -462099.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -462111.125000 Penalty: 4219.542969
	Iteration 21Q: 3 clusters Score -462111.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -462123.718750 Penalty: 4219.542969
	Iteration 22Q: 3 clusters Score -462123.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -462133.656250 Penalty: 4219.542969
	Iteration 23Q: 3 clusters Score -462133.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -462145.531250 Penalty: 4219.542969
	Iteration 24Q: 3 clusters Score -462145.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -462155.437500 Penalty: 4219.542969
	Iteration 25Q: 3 clusters Score -462155.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -462170.468750 Penalty: 4219.542969
	Iteration 26Q: 3 clusters Score -462170.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -462184.312500 Penalty: 4219.542969
	Iteration 27Q: 3 clusters Score -462184.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -462200.187500 Penalty: 4219.542969
	Iteration 28Q: 3 clusters Score -462200.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -462214.687500 Penalty: 4219.542969
	Iteration 29Q: 3 clusters Score -462214.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -462230.250000 Penalty: 4219.542969
	Iteration 30Q: 3 clusters Score -462230.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -462249.312500 Penalty: 4219.542969
	Iteration 31Q: 3 clusters Score -462249.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -462272.125000 Penalty: 4219.542969
	Iteration 32Q: 3 clusters Score -462272.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -462299.687500 Penalty: 4219.542969
	Iteration 33Q: 3 clusters Score -462299.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -462334.875000 Penalty: 4219.542969
	Iteration 34Q: 3 clusters Score -462334.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -462366.500000 Penalty: 4219.542969
	Iteration 35Q: 3 clusters Score -462366.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -462403.562500 Penalty: 4219.542969
	Iteration 36Q: 3 clusters Score -462403.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -462445.000000 Penalty: 4219.542969
	Iteration 37Q: 3 clusters Score -462445 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -462485.843750 Penalty: 4219.542969
	Iteration 38Q: 3 clusters Score -462485.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -462531.593750 Penalty: 4219.542969
	Iteration 39Q: 3 clusters Score -462531.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -462559.437500 Penalty: 4219.542969
	Iteration 40F: 3 clusters Score -462559.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -462581.312500 Penalty: 4219.542969
	Iteration 41Q: 3 clusters Score -462581.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -462601.843750 Penalty: 4219.542969
	Iteration 42Q: 3 clusters Score -462601.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -462617.750000 Penalty: 4219.542969
	Iteration 43Q: 3 clusters Score -462617.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -462631.625000 Penalty: 4219.542969
	Iteration 44Q: 3 clusters Score -462631.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -462647.875000 Penalty: 4219.542969
	Iteration 45Q: 3 clusters Score -462647.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -462672.125000 Penalty: 4219.542969
	Iteration 46Q: 3 clusters Score -462672.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -462705.625000 Penalty: 4219.542969
	Iteration 47Q: 3 clusters Score -462705.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -462735.625000 Penalty: 4219.542969
	Iteration 48Q: 3 clusters Score -462735.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -462767.000000 Penalty: 4219.542969
	Iteration 49Q: 3 clusters Score -462767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -462787.312500 Penalty: 4219.542969
	Iteration 50Q: 3 clusters Score -462787.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -462805.968750 Penalty: 4219.542969
	Iteration 51Q: 3 clusters Score -462806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -462823.531250 Penalty: 4219.542969
	Iteration 52Q: 3 clusters Score -462823.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -462844.500000 Penalty: 4219.542969
	Iteration 53Q: 3 clusters Score -462844.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -462861.687500 Penalty: 4219.542969
	Iteration 54Q: 3 clusters Score -462861.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -462889.218750 Penalty: 4219.542969
	Iteration 55Q: 3 clusters Score -462889.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -462912.906250 Penalty: 4219.542969
	Iteration 56Q: 3 clusters Score -462912.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -462925.031250 Penalty: 4219.542969
	Iteration 57Q: 3 clusters Score -462925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -462933.312500 Penalty: 4219.542969
	Iteration 58Q: 3 clusters Score -462933.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -462942.718750 Penalty: 4219.542969
	Iteration 59Q: 3 clusters Score -462942.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -462948.687500 Penalty: 4219.542969
	Iteration 60F: 3 clusters Score -462948.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -462949.937500 Penalty: 4219.542969
	Iteration 61Q: 3 clusters Score -462949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -462951.562500 Penalty: 4219.542969
	Iteration 62Q: 3 clusters Score -462951.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -462954.968750 Penalty: 4219.542969
	Iteration 63Q: 3 clusters Score -462955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -462956.125000 Penalty: 4219.542969
	Iteration 64Q: 3 clusters Score -462956.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -462957.406250 Penalty: 4219.542969
	Iteration 65Q: 3 clusters Score -462957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -462957.187500 Penalty: 4219.542969
	Iteration 66Q: 3 clusters Score -462957.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -462959.468750 Penalty: 4219.542969
	Iteration 67Q: 3 clusters Score -462959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -462960.343750 Penalty: 4219.542969
	Iteration 68Q: 3 clusters Score -462960.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -462960.812500 Penalty: 4219.542969
	Iteration 69Q: 3 clusters Score -462960.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -462960.812500 Penalty: 4219.542969
	Iteration 70F: 3 clusters Score -462960.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (29180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Entering Unmasked Estep 
Score: -2605370.500000 Penalty: 2549.747070
	Iteration 0F: 2 clusters Score -2605370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2585308.000000 Penalty: 5099.494141
	Iteration 0F: 3 clusters Score -2585308 nChanged 13170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2592754.000000 Penalty: 5099.494141
	Iteration 1F: 3 clusters Score -2592754 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2593766.750000 Penalty: 5099.494141
	Iteration 2F: 3 clusters Score -2593767 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2595074.250000 Penalty: 5099.494141
	Iteration 3F: 3 clusters Score -2595074 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2596566.500000 Penalty: 5099.494141
	Iteration 4F: 3 clusters Score -2596566 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2597962.250000 Penalty: 5099.494141
	Iteration 5F: 3 clusters Score -2597962 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2599104.000000 Penalty: 5099.494141
	Iteration 6F: 3 clusters Score -2599104 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2599887.000000 Penalty: 5099.494141
	Iteration 7F: 3 clusters Score -2599887 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2600420.250000 Penalty: 5099.494141
	Iteration 8Q: 3 clusters Score -2600420 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2600899.000000 Penalty: 5099.494141
	Iteration 9Q: 3 clusters Score -2600899 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2601256.250000 Penalty: 5099.494141
	Iteration 10Q: 3 clusters Score -2601256 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2601549.000000 Penalty: 5099.494141
	Iteration 11Q: 3 clusters Score -2601549 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2601792.750000 Penalty: 5099.494141
	Iteration 12Q: 3 clusters Score -2601793 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2601974.500000 Penalty: 5099.494141
	Iteration 13Q: 3 clusters Score -2601974 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2602116.500000 Penalty: 5099.494141
	Iteration 14Q: 3 clusters Score -2602116 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2602242.750000 Penalty: 5099.494141
	Iteration 15Q: 3 clusters Score -2602243 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2602345.750000 Penalty: 5099.494141
	Iteration 16Q: 3 clusters Score -2602346 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2602449.250000 Penalty: 5099.494141
	Iteration 17Q: 3 clusters Score -2602449 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2602521.000000 Penalty: 5099.494141
	Iteration 18Q: 3 clusters Score -2602521 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2602567.750000 Penalty: 5099.494141
	Iteration 19Q: 3 clusters Score -2602568 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2602618.000000 Penalty: 5099.494141
	Iteration 20F: 3 clusters Score -2602618 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2602655.750000 Penalty: 5099.494141
	Iteration 21Q: 3 clusters Score -2602656 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2602702.250000 Penalty: 5099.494141
	Iteration 22Q: 3 clusters Score -2602702 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2602740.000000 Penalty: 5099.494141
	Iteration 23Q: 3 clusters Score -2602740 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2602777.500000 Penalty: 5099.494141
	Iteration 24Q: 3 clusters Score -2602778 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2602800.250000 Penalty: 5099.494141
	Iteration 25Q: 3 clusters Score -2602800 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2602833.500000 Penalty: 5099.494141
	Iteration 26Q: 3 clusters Score -2602834 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2602865.750000 Penalty: 5099.494141
	Iteration 27Q: 3 clusters Score -2602866 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2602902.000000 Penalty: 5099.494141
	Iteration 28Q: 3 clusters Score -2602902 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2602926.000000 Penalty: 5099.494141
	Iteration 29Q: 3 clusters Score -2602926 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2602955.750000 Penalty: 5099.494141
	Iteration 30Q: 3 clusters Score -2602956 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2603015.750000 Penalty: 5099.494141
	Iteration 31Q: 3 clusters Score -2603016 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2603044.500000 Penalty: 5099.494141
	Iteration 32Q: 3 clusters Score -2603044 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2603107.500000 Penalty: 5099.494141
	Iteration 33Q: 3 clusters Score -2603108 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2603203.000000 Penalty: 5099.494141
	Iteration 34Q: 3 clusters Score -2603203 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2603276.500000 Penalty: 5099.494141
	Iteration 35Q: 3 clusters Score -2603276 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2603379.250000 Penalty: 5099.494141
	Iteration 36Q: 3 clusters Score -2603379 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2603487.250000 Penalty: 5099.494141
	Iteration 37Q: 3 clusters Score -2603487 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2603617.500000 Penalty: 5099.494141
	Iteration 38Q: 3 clusters Score -2603618 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2603750.750000 Penalty: 5099.494141
	Iteration 39Q: 3 clusters Score -2603751 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2603931.250000 Penalty: 5099.494141
	Iteration 40F: 3 clusters Score -2603931 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2604083.250000 Penalty: 5099.494141
	Iteration 41Q: 3 clusters Score -2604083 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2604221.750000 Penalty: 5099.494141
	Iteration 42Q: 3 clusters Score -2604222 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2604316.750000 Penalty: 5099.494141
	Iteration 43Q: 3 clusters Score -2604317 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2604379.500000 Penalty: 5099.494141
	Iteration 44Q: 3 clusters Score -2604380 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2604430.000000 Penalty: 5099.494141
	Iteration 45Q: 3 clusters Score -2604430 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2604457.500000 Penalty: 5099.494141
	Iteration 46Q: 3 clusters Score -2604458 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2604466.500000 Penalty: 5099.494141
	Iteration 47Q: 3 clusters Score -2604466 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2604477.750000 Penalty: 5099.494141
	Iteration 48Q: 3 clusters Score -2604478 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2604477.750000 Penalty: 5099.494141
	Iteration 49Q: 3 clusters Score -2604478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2604489.750000 Penalty: 5099.494141
	Iteration 50Q: 3 clusters Score -2604490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2604499.250000 Penalty: 5099.494141
	Iteration 51Q: 3 clusters Score -2604499 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2604499.750000 Penalty: 5099.494141
	Iteration 52Q: 3 clusters Score -2604500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2604501.250000 Penalty: 5099.494141
	Iteration 53Q: 3 clusters Score -2604501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2604508.000000 Penalty: 5099.494141
	Iteration 54Q: 3 clusters Score -2604508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2604506.500000 Penalty: 5099.494141
	Iteration 55Q: 3 clusters Score -2604506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2604507.500000 Penalty: 5099.494141
	Iteration 56Q: 3 clusters Score -2604508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2604512.500000 Penalty: 5099.494141
	Iteration 57Q: 3 clusters Score -2604512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2604512.500000 Penalty: 5099.494141
	Iteration 58Q: 3 clusters Score -2604512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2604509.500000 Penalty: 5099.494141
	Iteration 59Q: 3 clusters Score -2604510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2604505.750000 Penalty: 5099.494141
	Iteration 60F: 3 clusters Score -2604506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2604508.000000 Penalty: 5099.494141
	Iteration 61Q: 3 clusters Score -2604508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2604508.750000 Penalty: 5099.494141
	Iteration 62Q: 3 clusters Score -2604509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2604508.500000 Penalty: 5099.494141
	Iteration 63Q: 3 clusters Score -2604508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2604509.000000 Penalty: 5099.494141
	Iteration 64Q: 3 clusters Score -2604509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2604512.750000 Penalty: 5099.494141
	Iteration 65Q: 3 clusters Score -2604513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2604516.250000 Penalty: 5099.494141
	Iteration 66Q: 3 clusters Score -2604516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2604520.250000 Penalty: 5099.494141
	Iteration 67Q: 3 clusters Score -2604520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2604518.750000 Penalty: 5099.494141
	Iteration 68Q: 3 clusters Score -2604519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2604515.000000 Penalty: 5099.494141
	Iteration 69Q: 3 clusters Score -2604515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2604515.250000 Penalty: 5099.494141
	Iteration 70Q: 3 clusters Score -2604515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2604520.750000 Penalty: 5099.494141
	Iteration 71Q: 3 clusters Score -2604521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2604528.500000 Penalty: 5099.494141
	Iteration 72Q: 3 clusters Score -2604528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2604524.500000 Penalty: 5099.494141
	Iteration 73Q: 3 clusters Score -2604524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2604523.000000 Penalty: 5099.494141
	Iteration 74Q: 3 clusters Score -2604523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2604525.750000 Penalty: 5099.494141
	Iteration 75Q: 3 clusters Score -2604526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2604525.750000 Penalty: 5099.494141
	Iteration 76Q: 3 clusters Score -2604526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2604519.750000 Penalty: 5099.494141
	Iteration 77Q: 3 clusters Score -2604520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2604520.250000 Penalty: 5099.494141
	Iteration 78Q: 3 clusters Score -2604520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2604520.000000 Penalty: 5099.494141
	Iteration 79Q: 3 clusters Score -2604520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2604519.750000 Penalty: 5099.494141
	Iteration 80F: 3 clusters Score -2604520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2604522.000000 Penalty: 5099.494141
	Iteration 81Q: 3 clusters Score -2604522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2604522.000000 Penalty: 5099.494141
	Iteration 82F: 3 clusters Score -2604522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Entering Unmasked Estep 
Score: -780785.062500 Penalty: 2236.756836
	Iteration 0F: 2 clusters Score -780785.1 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 4216 members 
Entering Unmasked Estep 
Score: -774174.250000 Penalty: 4473.513672
	Iteration 0F: 3 clusters Score -774174.2 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -776017.250000 Penalty: 4473.513672
	Iteration 1F: 3 clusters Score -776017.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -776321.125000 Penalty: 4473.513672
	Iteration 2F: 3 clusters Score -776321.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -776527.312500 Penalty: 4473.513672
	Iteration 3F: 3 clusters Score -776527.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -776720.687500 Penalty: 4473.513672
	Iteration 4Q: 3 clusters Score -776720.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -776920.687500 Penalty: 4473.513672
	Iteration 5Q: 3 clusters Score -776920.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -777124.375000 Penalty: 4473.513672
	Iteration 6Q: 3 clusters Score -777124.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -777324.625000 Penalty: 4473.513672
	Iteration 7Q: 3 clusters Score -777324.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -777554.812500 Penalty: 4473.513672
	Iteration 8Q: 3 clusters Score -777554.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -777801.062500 Penalty: 4473.513672
	Iteration 9Q: 3 clusters Score -777801.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -778052.000000 Penalty: 4473.513672
	Iteration 10Q: 3 clusters Score -778052 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -778271.312500 Penalty: 4473.513672
	Iteration 11Q: 3 clusters Score -778271.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -778435.875000 Penalty: 4473.513672
	Iteration 12Q: 3 clusters Score -778435.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -778573.625000 Penalty: 4473.513672
	Iteration 13Q: 3 clusters Score -778573.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -778667.437500 Penalty: 4473.513672
	Iteration 14Q: 3 clusters Score -778667.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -778730.875000 Penalty: 4473.513672
	Iteration 15Q: 3 clusters Score -778730.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -778776.000000 Penalty: 4473.513672
	Iteration 16Q: 3 clusters Score -778776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -778810.812500 Penalty: 4473.513672
	Iteration 17Q: 3 clusters Score -778810.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -778845.937500 Penalty: 4473.513672
	Iteration 18Q: 3 clusters Score -778845.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -778870.437500 Penalty: 4473.513672
	Iteration 19Q: 3 clusters Score -778870.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -778885.375000 Penalty: 4473.513672
	Iteration 20F: 3 clusters Score -778885.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -778892.375000 Penalty: 4473.513672
	Iteration 21Q: 3 clusters Score -778892.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -778900.125000 Penalty: 4473.513672
	Iteration 22Q: 3 clusters Score -778900.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -778907.562500 Penalty: 4473.513672
	Iteration 23Q: 3 clusters Score -778907.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -778915.375000 Penalty: 4473.513672
	Iteration 24Q: 3 clusters Score -778915.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -778924.250000 Penalty: 4473.513672
	Iteration 25Q: 3 clusters Score -778924.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -778936.375000 Penalty: 4473.513672
	Iteration 26Q: 3 clusters Score -778936.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -778939.062500 Penalty: 4473.513672
	Iteration 27Q: 3 clusters Score -778939.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -778942.687500 Penalty: 4473.513672
	Iteration 28Q: 3 clusters Score -778942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -778942.125000 Penalty: 4473.513672
	Iteration 29Q: 3 clusters Score -778942.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -778942.125000 Penalty: 4473.513672
	Iteration 30F: 3 clusters Score -778942.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126249 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224677 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7213 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76253 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229841 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 219527 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23173 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7721 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5752 members 
Mstep: Class 30 contains 18709 members 
Mstep: Class 31 contains 102264 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43529 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29180 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701792.000000 Penalty: 135041.625000
Iteration 319Q: 39 clusters Score -1.577018e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126249 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224675 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7214 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76252 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229841 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 219528 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23174 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7721 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18710 members 
Mstep: Class 31 contains 102264 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43526 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29184 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701776.000000 Penalty: 135041.625000
Iteration 320F: 39 clusters Score -1.577018e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126249 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224676 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7214 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76252 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229842 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 219527 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23174 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7720 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102264 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43527 members 
Mstep: Class 34 contains 3229 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29183 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701776.000000 Penalty: 135041.625000
Iteration 321Q: 39 clusters Score -1.577018e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126248 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224676 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7214 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76252 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229842 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 219526 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23175 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7719 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102264 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43528 members 
Mstep: Class 34 contains 3230 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29184 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701728.000000 Penalty: 135041.625000
Iteration 322Q: 39 clusters Score -1.577017e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126248 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11044 members 
Mstep: Class 4 contains 11781 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304251 members 
Mstep: Class 7 contains 224675 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7214 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76252 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229842 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 219527 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23176 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7719 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102264 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43527 members 
Mstep: Class 34 contains 3232 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29185 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701680.000000 Penalty: 135041.625000
Iteration 323Q: 39 clusters Score -1.577017e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126251 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 11777 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304250 members 
Mstep: Class 7 contains 224675 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7214 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76252 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229843 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 219527 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23176 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7719 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102264 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43526 members 
Mstep: Class 34 contains 3232 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29186 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701648.000000 Penalty: 135041.625000
Iteration 324Q: 39 clusters Score -1.577016e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 11773 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304250 members 
Mstep: Class 7 contains 224673 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7214 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76253 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229842 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 219527 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23176 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7719 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102264 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43525 members 
Mstep: Class 34 contains 3234 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29190 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701632.000000 Penalty: 135041.625000
Iteration 325Q: 39 clusters Score -1.577016e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126252 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 11770 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304250 members 
Mstep: Class 7 contains 224673 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7215 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76254 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229842 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 219527 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23176 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7719 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102265 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43521 members 
Mstep: Class 34 contains 3238 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29190 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701696.000000 Penalty: 135041.625000
Iteration 326Q: 39 clusters Score -1.577017e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126251 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 11769 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304250 members 
Mstep: Class 7 contains 224673 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7218 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76254 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229842 members 
Mstep: Class 15 contains 7156 members 
Mstep: Class 16 contains 219528 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23176 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7719 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4389 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102265 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43516 members 
Mstep: Class 34 contains 3239 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29190 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701760.000000 Penalty: 135041.625000
Iteration 327Q: 39 clusters Score -1.577018e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126251 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 11770 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304249 members 
Mstep: Class 7 contains 224671 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7220 members 
Mstep: Class 10 contains 7116 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76254 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229842 members 
Mstep: Class 15 contains 7157 members 
Mstep: Class 16 contains 219527 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23176 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7719 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4389 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102265 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43516 members 
Mstep: Class 34 contains 3239 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29189 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701664.000000 Penalty: 135041.625000
Iteration 328Q: 39 clusters Score -1.577017e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126249 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 11773 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304248 members 
Mstep: Class 7 contains 224669 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7220 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76253 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229844 members 
Mstep: Class 15 contains 7161 members 
Mstep: Class 16 contains 219524 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23176 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7718 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18431 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4389 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102266 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43517 members 
Mstep: Class 34 contains 3239 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29189 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701680.000000 Penalty: 135041.625000
Iteration 329Q: 39 clusters Score -1.577017e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126245 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 11776 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304248 members 
Mstep: Class 7 contains 224669 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7220 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76252 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229844 members 
Mstep: Class 15 contains 7163 members 
Mstep: Class 16 contains 219521 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23176 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7717 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18432 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4389 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102266 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43518 members 
Mstep: Class 34 contains 3240 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29191 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701728.000000 Penalty: 135041.625000
Iteration 330Q: 39 clusters Score -1.577017e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126241 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 11779 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304248 members 
Mstep: Class 7 contains 224668 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7220 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76253 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229844 members 
Mstep: Class 15 contains 7164 members 
Mstep: Class 16 contains 219520 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23176 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7716 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 18433 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4389 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102266 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43518 members 
Mstep: Class 34 contains 3240 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29192 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701712.000000 Penalty: 135041.625000
Iteration 331Q: 39 clusters Score -1.577017e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126239 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 11779 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304248 members 
Mstep: Class 7 contains 224667 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7220 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76254 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229844 members 
Mstep: Class 15 contains 7164 members 
Mstep: Class 16 contains 219520 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7715 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 18433 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4389 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102265 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43518 members 
Mstep: Class 34 contains 3240 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29195 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701664.000000 Penalty: 135041.625000
Iteration 332Q: 39 clusters Score -1.577017e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126239 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 11779 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304248 members 
Mstep: Class 7 contains 224666 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7220 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76255 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229844 members 
Mstep: Class 15 contains 7164 members 
Mstep: Class 16 contains 219520 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7715 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 18433 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4389 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102264 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43518 members 
Mstep: Class 34 contains 3240 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29196 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701696.000000 Penalty: 135041.625000
Iteration 333Q: 39 clusters Score -1.577017e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126242 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 11779 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304248 members 
Mstep: Class 7 contains 224663 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7220 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76255 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229844 members 
Mstep: Class 15 contains 7164 members 
Mstep: Class 16 contains 219520 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7715 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 18433 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4389 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102264 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43518 members 
Mstep: Class 34 contains 3240 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29196 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701696.000000 Penalty: 135041.625000
Iteration 334Q: 39 clusters Score -1.577017e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126244 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 11779 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304248 members 
Mstep: Class 7 contains 224659 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7220 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76257 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229844 members 
Mstep: Class 15 contains 7164 members 
Mstep: Class 16 contains 219520 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7715 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 18433 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4389 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102264 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43518 members 
Mstep: Class 34 contains 3240 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29196 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701744.000000 Penalty: 135041.625000
Iteration 335Q: 39 clusters Score -1.577017e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126246 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 11779 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304248 members 
Mstep: Class 7 contains 224657 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7220 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76257 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229844 members 
Mstep: Class 15 contains 7164 members 
Mstep: Class 16 contains 219520 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7715 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 18433 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4389 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102264 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43518 members 
Mstep: Class 34 contains 3240 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29196 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701744.000000 Penalty: 135041.625000
Iteration 336Q: 39 clusters Score -1.577017e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126247 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 11779 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304248 members 
Mstep: Class 7 contains 224657 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7220 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76257 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229844 members 
Mstep: Class 15 contains 7164 members 
Mstep: Class 16 contains 219520 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7715 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 18433 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4389 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102263 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43518 members 
Mstep: Class 34 contains 3240 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29196 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701728.000000 Penalty: 135041.625000
Iteration 337Q: 39 clusters Score -1.577017e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126247 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 11779 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 304248 members 
Mstep: Class 7 contains 224657 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7220 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76257 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229844 members 
Mstep: Class 15 contains 7164 members 
Mstep: Class 16 contains 219520 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7715 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 18433 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4389 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102263 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43518 members 
Mstep: Class 34 contains 3240 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29196 members 
Mstep: Class 38 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701728.000000 Penalty: 135041.625000
Iteration 338F: 39 clusters Score -1.577017e+08 nChanged 0
Entering ConstructFrom: 
Score: -157701728.000000 Penalty: 135041.625000
Entering ConstructFrom: 
Trying to split cluster 1 (126247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126247 members 
Entering Unmasked Estep 
Score: -12255554.000000 Penalty: 2913.006836
	Iteration 0F: 2 clusters Score -1.225555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 63036 members 
Entering Unmasked Estep 
Score: -12170697.000000 Penalty: 5826.013672
	Iteration 0F: 3 clusters Score -1.21707e+07 nChanged 60220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64643 members 
Mstep: Class 2 contains 61604 members 
Entering Unmasked Estep 
Score: -12205424.000000 Penalty: 5826.013672
	Iteration 1F: 3 clusters Score -1.220542e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -12206204.000000 Penalty: 5826.013672
	Iteration 2Q: 3 clusters Score -1.22062e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66832 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -12207169.000000 Penalty: 5826.013672
	Iteration 3Q: 3 clusters Score -1.220717e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -12208323.000000 Penalty: 5826.013672
	Iteration 4Q: 3 clusters Score -1.220832e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -12209965.000000 Penalty: 5826.013672
	Iteration 5Q: 3 clusters Score -1.220996e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -12212463.000000 Penalty: 5826.013672
	Iteration 6Q: 3 clusters Score -1.221246e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82714 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -12216619.000000 Penalty: 5826.013672
	Iteration 7F: 3 clusters Score -1.221662e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90545 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -12222595.000000 Penalty: 5826.013672
	Iteration 8F: 3 clusters Score -1.22226e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99106 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -12229983.000000 Penalty: 5826.013672
	Iteration 9F: 3 clusters Score -1.222998e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107101 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -12237099.000000 Penalty: 5826.013672
	Iteration 10F: 3 clusters Score -1.22371e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113326 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -12242438.000000 Penalty: 5826.013672
	Iteration 11F: 3 clusters Score -1.224244e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117767 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -12246399.000000 Penalty: 5826.013672
	Iteration 12Q: 3 clusters Score -1.22464e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120786 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -12248871.000000 Penalty: 5826.013672
	Iteration 13Q: 3 clusters Score -1.224887e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122857 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -12250583.000000 Penalty: 5826.013672
	Iteration 14Q: 3 clusters Score -1.225058e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124151 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -12251612.000000 Penalty: 5826.013672
	Iteration 15Q: 3 clusters Score -1.225161e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124889 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -12252164.000000 Penalty: 5826.013672
	Iteration 16Q: 3 clusters Score -1.225216e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125326 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -12252526.000000 Penalty: 5826.013672
	Iteration 17Q: 3 clusters Score -1.225253e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125574 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -12252742.000000 Penalty: 5826.013672
	Iteration 18Q: 3 clusters Score -1.225274e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125701 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -12252872.000000 Penalty: 5826.013672
	Iteration 19Q: 3 clusters Score -1.225287e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125765 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -12252903.000000 Penalty: 5826.013672
	Iteration 20F: 3 clusters Score -1.22529e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125800 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12252933.000000 Penalty: 5826.013672
	Iteration 21Q: 3 clusters Score -1.225293e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125823 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -12252977.000000 Penalty: 5826.013672
	Iteration 22Q: 3 clusters Score -1.225298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125843 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12252991.000000 Penalty: 5826.013672
	Iteration 23Q: 3 clusters Score -1.225299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125854 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -12253000.000000 Penalty: 5826.013672
	Iteration 24Q: 3 clusters Score -1.2253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125858 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -12253016.000000 Penalty: 5826.013672
	Iteration 25Q: 3 clusters Score -1.225302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125858 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -12253011.000000 Penalty: 5826.013672
	Iteration 26Q: 3 clusters Score -1.225301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125857 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12253023.000000 Penalty: 5826.013672
	Iteration 27Q: 3 clusters Score -1.225302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125857 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12253023.000000 Penalty: 5826.013672
	Iteration 28F: 3 clusters Score -1.225302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -345842.343750 Penalty: 2040.057373
	Iteration 0F: 2 clusters Score -345842.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -342061.843750 Penalty: 4080.114746
	Iteration 0F: 3 clusters Score -342061.8 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -342830.281250 Penalty: 4080.114746
	Iteration 1F: 3 clusters Score -342830.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -343021.031250 Penalty: 4080.114746
	Iteration 2F: 3 clusters Score -343021 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -343147.781250 Penalty: 4080.114746
	Iteration 3F: 3 clusters Score -343147.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -343240.750000 Penalty: 4080.114746
	Iteration 4Q: 3 clusters Score -343240.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -343316.750000 Penalty: 4080.114746
	Iteration 5Q: 3 clusters Score -343316.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -343379.781250 Penalty: 4080.114746
	Iteration 6Q: 3 clusters Score -343379.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -343438.125000 Penalty: 4080.114746
	Iteration 7Q: 3 clusters Score -343438.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -343494.468750 Penalty: 4080.114746
	Iteration 8Q: 3 clusters Score -343494.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -343556.625000 Penalty: 4080.114746
	Iteration 9Q: 3 clusters Score -343556.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -343608.343750 Penalty: 4080.114746
	Iteration 10Q: 3 clusters Score -343608.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -343650.343750 Penalty: 4080.114746
	Iteration 11Q: 3 clusters Score -343650.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -343689.687500 Penalty: 4080.114746
	Iteration 12Q: 3 clusters Score -343689.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -343730.875000 Penalty: 4080.114746
	Iteration 13Q: 3 clusters Score -343730.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -343754.656250 Penalty: 4080.114746
	Iteration 14Q: 3 clusters Score -343754.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -343779.031250 Penalty: 4080.114746
	Iteration 15Q: 3 clusters Score -343779 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -343805.750000 Penalty: 4080.114746
	Iteration 16Q: 3 clusters Score -343805.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -343825.562500 Penalty: 4080.114746
	Iteration 17Q: 3 clusters Score -343825.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -343846.281250 Penalty: 4080.114746
	Iteration 18Q: 3 clusters Score -343846.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -343864.937500 Penalty: 4080.114746
	Iteration 19Q: 3 clusters Score -343864.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -343885.593750 Penalty: 4080.114746
	Iteration 20F: 3 clusters Score -343885.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -343900.593750 Penalty: 4080.114746
	Iteration 21Q: 3 clusters Score -343900.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -343914.750000 Penalty: 4080.114746
	Iteration 22Q: 3 clusters Score -343914.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -343929.375000 Penalty: 4080.114746
	Iteration 23Q: 3 clusters Score -343929.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -343939.656250 Penalty: 4080.114746
	Iteration 24Q: 3 clusters Score -343939.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -343950.812500 Penalty: 4080.114746
	Iteration 25Q: 3 clusters Score -343950.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -343962.531250 Penalty: 4080.114746
	Iteration 26Q: 3 clusters Score -343962.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -343969.281250 Penalty: 4080.114746
	Iteration 27Q: 3 clusters Score -343969.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -343973.187500 Penalty: 4080.114746
	Iteration 28Q: 3 clusters Score -343973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -343977.375000 Penalty: 4080.114746
	Iteration 29Q: 3 clusters Score -343977.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -343981.031250 Penalty: 4080.114746
	Iteration 30Q: 3 clusters Score -343981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -343983.250000 Penalty: 4080.114746
	Iteration 31Q: 3 clusters Score -343983.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -343986.343750 Penalty: 4080.114746
	Iteration 32Q: 3 clusters Score -343986.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -343989.562500 Penalty: 4080.114746
	Iteration 33Q: 3 clusters Score -343989.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -343990.656250 Penalty: 4080.114746
	Iteration 34Q: 3 clusters Score -343990.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -343991.625000 Penalty: 4080.114746
	Iteration 35Q: 3 clusters Score -343991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -343991.031250 Penalty: 4080.114746
	Iteration 36Q: 3 clusters Score -343991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -343991.937500 Penalty: 4080.114746
	Iteration 37Q: 3 clusters Score -343991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -343992.625000 Penalty: 4080.114746
	Iteration 38Q: 3 clusters Score -343992.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -343992.625000 Penalty: 4080.114746
	Iteration 39F: 3 clusters Score -343992.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Entering Unmasked Estep 
Score: -1033092.375000 Penalty: 2308.813965
	Iteration 0F: 2 clusters Score -1033092 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 5461 members 
Entering Unmasked Estep 
Score: -1024670.625000 Penalty: 4617.627930
	Iteration 0F: 3 clusters Score -1024671 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1027337.000000 Penalty: 4617.627930
	Iteration 1F: 3 clusters Score -1027337 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1027784.312500 Penalty: 4617.627930
	Iteration 2F: 3 clusters Score -1027784 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1028171.875000 Penalty: 4617.627930
	Iteration 3F: 3 clusters Score -1028172 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1028554.750000 Penalty: 4617.627930
	Iteration 4F: 3 clusters Score -1028555 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1028954.500000 Penalty: 4617.627930
	Iteration 5Q: 3 clusters Score -1028954 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1029327.125000 Penalty: 4617.627930
	Iteration 6Q: 3 clusters Score -1029327 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1029675.187500 Penalty: 4617.627930
	Iteration 7Q: 3 clusters Score -1029675 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1029944.312500 Penalty: 4617.627930
	Iteration 8Q: 3 clusters Score -1029944 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1030182.875000 Penalty: 4617.627930
	Iteration 9Q: 3 clusters Score -1030183 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1030398.750000 Penalty: 4617.627930
	Iteration 10Q: 3 clusters Score -1030399 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1030564.125000 Penalty: 4617.627930
	Iteration 11Q: 3 clusters Score -1030564 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1030696.687500 Penalty: 4617.627930
	Iteration 12Q: 3 clusters Score -1030697 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1030791.000000 Penalty: 4617.627930
	Iteration 13Q: 3 clusters Score -1030791 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1030863.687500 Penalty: 4617.627930
	Iteration 14Q: 3 clusters Score -1030864 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1030920.000000 Penalty: 4617.627930
	Iteration 15Q: 3 clusters Score -1030920 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1030966.875000 Penalty: 4617.627930
	Iteration 16Q: 3 clusters Score -1030967 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1031004.937500 Penalty: 4617.627930
	Iteration 17Q: 3 clusters Score -1031005 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1031040.750000 Penalty: 4617.627930
	Iteration 18Q: 3 clusters Score -1031041 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1031074.375000 Penalty: 4617.627930
	Iteration 19Q: 3 clusters Score -1031074 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1031099.250000 Penalty: 4617.627930
	Iteration 20F: 3 clusters Score -1031099 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1031116.250000 Penalty: 4617.627930
	Iteration 21Q: 3 clusters Score -1031116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1031126.750000 Penalty: 4617.627930
	Iteration 22Q: 3 clusters Score -1031127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1031135.750000 Penalty: 4617.627930
	Iteration 23Q: 3 clusters Score -1031136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1031138.875000 Penalty: 4617.627930
	Iteration 24Q: 3 clusters Score -1031139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1031147.000000 Penalty: 4617.627930
	Iteration 25Q: 3 clusters Score -1031147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1031149.125000 Penalty: 4617.627930
	Iteration 26Q: 3 clusters Score -1031149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1031151.937500 Penalty: 4617.627930
	Iteration 27Q: 3 clusters Score -1031152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1031160.000000 Penalty: 4617.627930
	Iteration 28Q: 3 clusters Score -1031160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1031169.687500 Penalty: 4617.627930
	Iteration 29Q: 3 clusters Score -1031170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1031178.875000 Penalty: 4617.627930
	Iteration 30Q: 3 clusters Score -1031179 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1031190.937500 Penalty: 4617.627930
	Iteration 31Q: 3 clusters Score -1031191 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1031206.750000 Penalty: 4617.627930
	Iteration 32Q: 3 clusters Score -1031207 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1031222.125000 Penalty: 4617.627930
	Iteration 33Q: 3 clusters Score -1031222 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1031242.625000 Penalty: 4617.627930
	Iteration 34Q: 3 clusters Score -1031243 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1031262.812500 Penalty: 4617.627930
	Iteration 35Q: 3 clusters Score -1031263 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1031290.625000 Penalty: 4617.627930
	Iteration 36Q: 3 clusters Score -1031291 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1031319.437500 Penalty: 4617.627930
	Iteration 37Q: 3 clusters Score -1031319 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1031352.875000 Penalty: 4617.627930
	Iteration 38Q: 3 clusters Score -1031353 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1031397.625000 Penalty: 4617.627930
	Iteration 39Q: 3 clusters Score -1031398 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1031441.875000 Penalty: 4617.627930
	Iteration 40F: 3 clusters Score -1031442 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1031487.375000 Penalty: 4617.627930
	Iteration 41Q: 3 clusters Score -1031487 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1031534.875000 Penalty: 4617.627930
	Iteration 42Q: 3 clusters Score -1031535 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1031580.000000 Penalty: 4617.627930
	Iteration 43Q: 3 clusters Score -1031580 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1031611.000000 Penalty: 4617.627930
	Iteration 44Q: 3 clusters Score -1031611 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1031654.687500 Penalty: 4617.627930
	Iteration 45Q: 3 clusters Score -1031655 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1031703.187500 Penalty: 4617.627930
	Iteration 46Q: 3 clusters Score -1031703 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1031746.187500 Penalty: 4617.627930
	Iteration 47Q: 3 clusters Score -1031746 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1031789.937500 Penalty: 4617.627930
	Iteration 48Q: 3 clusters Score -1031790 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1031839.125000 Penalty: 4617.627930
	Iteration 49Q: 3 clusters Score -1031839 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1031872.000000 Penalty: 4617.627930
	Iteration 50Q: 3 clusters Score -1031872 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1031905.687500 Penalty: 4617.627930
	Iteration 51Q: 3 clusters Score -1031906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1031938.812500 Penalty: 4617.627930
	Iteration 52Q: 3 clusters Score -1031939 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1031977.750000 Penalty: 4617.627930
	Iteration 53Q: 3 clusters Score -1031978 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1032009.062500 Penalty: 4617.627930
	Iteration 54Q: 3 clusters Score -1032009 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1032038.562500 Penalty: 4617.627930
	Iteration 55Q: 3 clusters Score -1032039 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1032068.250000 Penalty: 4617.627930
	Iteration 56Q: 3 clusters Score -1032068 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1032091.375000 Penalty: 4617.627930
	Iteration 57Q: 3 clusters Score -1032091 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1032111.375000 Penalty: 4617.627930
	Iteration 58Q: 3 clusters Score -1032111 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1032142.625000 Penalty: 4617.627930
	Iteration 59Q: 3 clusters Score -1032143 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1032159.937500 Penalty: 4617.627930
	Iteration 60F: 3 clusters Score -1032160 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1032177.437500 Penalty: 4617.627930
	Iteration 61Q: 3 clusters Score -1032177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1032191.750000 Penalty: 4617.627930
	Iteration 62Q: 3 clusters Score -1032192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1032208.625000 Penalty: 4617.627930
	Iteration 63Q: 3 clusters Score -1032209 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1032221.687500 Penalty: 4617.627930
	Iteration 64Q: 3 clusters Score -1032222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1032227.125000 Penalty: 4617.627930
	Iteration 65Q: 3 clusters Score -1032227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1032235.437500 Penalty: 4617.627930
	Iteration 66Q: 3 clusters Score -1032235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1032236.687500 Penalty: 4617.627930
	Iteration 67Q: 3 clusters Score -1032237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1032236.125000 Penalty: 4617.627930
	Iteration 68Q: 3 clusters Score -1032236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1032236.562500 Penalty: 4617.627930
	Iteration 69Q: 3 clusters Score -1032237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1032239.937500 Penalty: 4617.627930
	Iteration 70Q: 3 clusters Score -1032240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1032239.875000 Penalty: 4617.627930
	Iteration 71Q: 3 clusters Score -1032240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1032239.875000 Penalty: 4617.627930
	Iteration 72F: 3 clusters Score -1032240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Entering Unmasked Estep 
Score: -1118885.625000 Penalty: 2324.770264
	Iteration 0F: 2 clusters Score -1118886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1110060.250000 Penalty: 4649.540527
	Iteration 0F: 3 clusters Score -1110060 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1112756.500000 Penalty: 4649.540527
	Iteration 1F: 3 clusters Score -1112756 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1113123.625000 Penalty: 4649.540527
	Iteration 2F: 3 clusters Score -1113124 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1113374.250000 Penalty: 4649.540527
	Iteration 3Q: 3 clusters Score -1113374 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1113564.375000 Penalty: 4649.540527
	Iteration 4Q: 3 clusters Score -1113564 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1113729.875000 Penalty: 4649.540527
	Iteration 5Q: 3 clusters Score -1113730 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1113868.875000 Penalty: 4649.540527
	Iteration 6Q: 3 clusters Score -1113869 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1113992.500000 Penalty: 4649.540527
	Iteration 7Q: 3 clusters Score -1113992 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1114127.875000 Penalty: 4649.540527
	Iteration 8Q: 3 clusters Score -1114128 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1114268.875000 Penalty: 4649.540527
	Iteration 9Q: 3 clusters Score -1114269 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1114428.625000 Penalty: 4649.540527
	Iteration 10Q: 3 clusters Score -1114429 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1114628.500000 Penalty: 4649.540527
	Iteration 11Q: 3 clusters Score -1114628 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1114856.375000 Penalty: 4649.540527
	Iteration 12Q: 3 clusters Score -1114856 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1115079.125000 Penalty: 4649.540527
	Iteration 13Q: 3 clusters Score -1115079 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1115322.750000 Penalty: 4649.540527
	Iteration 14Q: 3 clusters Score -1115323 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1115579.125000 Penalty: 4649.540527
	Iteration 15Q: 3 clusters Score -1115579 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1115803.625000 Penalty: 4649.540527
	Iteration 16Q: 3 clusters Score -1115804 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1115974.625000 Penalty: 4649.540527
	Iteration 17Q: 3 clusters Score -1115975 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1116108.250000 Penalty: 4649.540527
	Iteration 18Q: 3 clusters Score -1116108 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1116207.625000 Penalty: 4649.540527
	Iteration 19Q: 3 clusters Score -1116208 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1116292.125000 Penalty: 4649.540527
	Iteration 20F: 3 clusters Score -1116292 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1116377.000000 Penalty: 4649.540527
	Iteration 21Q: 3 clusters Score -1116377 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1116451.125000 Penalty: 4649.540527
	Iteration 22Q: 3 clusters Score -1116451 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1116522.375000 Penalty: 4649.540527
	Iteration 23Q: 3 clusters Score -1116522 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1116590.250000 Penalty: 4649.540527
	Iteration 24Q: 3 clusters Score -1116590 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1116658.375000 Penalty: 4649.540527
	Iteration 25Q: 3 clusters Score -1116658 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1116700.000000 Penalty: 4649.540527
	Iteration 26Q: 3 clusters Score -1116700 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1116739.875000 Penalty: 4649.540527
	Iteration 27Q: 3 clusters Score -1116740 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1116785.250000 Penalty: 4649.540527
	Iteration 28Q: 3 clusters Score -1116785 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1116838.000000 Penalty: 4649.540527
	Iteration 29Q: 3 clusters Score -1116838 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1116878.625000 Penalty: 4649.540527
	Iteration 30Q: 3 clusters Score -1116879 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1116913.000000 Penalty: 4649.540527
	Iteration 31Q: 3 clusters Score -1116913 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1116943.375000 Penalty: 4649.540527
	Iteration 32Q: 3 clusters Score -1116943 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1116971.500000 Penalty: 4649.540527
	Iteration 33Q: 3 clusters Score -1116972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1116993.250000 Penalty: 4649.540527
	Iteration 34Q: 3 clusters Score -1116993 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1117014.375000 Penalty: 4649.540527
	Iteration 35Q: 3 clusters Score -1117014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1117040.375000 Penalty: 4649.540527
	Iteration 36Q: 3 clusters Score -1117040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1117051.875000 Penalty: 4649.540527
	Iteration 37Q: 3 clusters Score -1117052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1117068.375000 Penalty: 4649.540527
	Iteration 38Q: 3 clusters Score -1117068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1117079.250000 Penalty: 4649.540527
	Iteration 39Q: 3 clusters Score -1117079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1117093.000000 Penalty: 4649.540527
	Iteration 40F: 3 clusters Score -1117093 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1117104.500000 Penalty: 4649.540527
	Iteration 41Q: 3 clusters Score -1117104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1117117.000000 Penalty: 4649.540527
	Iteration 42Q: 3 clusters Score -1117117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1117122.875000 Penalty: 4649.540527
	Iteration 43Q: 3 clusters Score -1117123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1117130.250000 Penalty: 4649.540527
	Iteration 44Q: 3 clusters Score -1117130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1117130.875000 Penalty: 4649.540527
	Iteration 45Q: 3 clusters Score -1117131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1117137.500000 Penalty: 4649.540527
	Iteration 46Q: 3 clusters Score -1117138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1117140.875000 Penalty: 4649.540527
	Iteration 47Q: 3 clusters Score -1117141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1117142.375000 Penalty: 4649.540527
	Iteration 48Q: 3 clusters Score -1117142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1117142.250000 Penalty: 4649.540527
	Iteration 49Q: 3 clusters Score -1117142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1117143.625000 Penalty: 4649.540527
	Iteration 50Q: 3 clusters Score -1117144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1117145.500000 Penalty: 4649.540527
	Iteration 51Q: 3 clusters Score -1117146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1117146.250000 Penalty: 4649.540527
	Iteration 52Q: 3 clusters Score -1117146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1117147.625000 Penalty: 4649.540527
	Iteration 53Q: 3 clusters Score -1117148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1117148.000000 Penalty: 4649.540527
	Iteration 54Q: 3 clusters Score -1117148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1117150.375000 Penalty: 4649.540527
	Iteration 55Q: 3 clusters Score -1117150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1117152.000000 Penalty: 4649.540527
	Iteration 56Q: 3 clusters Score -1117152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1117153.625000 Penalty: 4649.540527
	Iteration 57Q: 3 clusters Score -1117154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1117153.750000 Penalty: 4649.540527
	Iteration 58Q: 3 clusters Score -1117154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1117153.750000 Penalty: 4649.540527
	Iteration 59F: 3 clusters Score -1117154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Entering Unmasked Estep 
Score: -1139150.875000 Penalty: 2329.545410
	Iteration 0F: 2 clusters Score -1139151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1130279.375000 Penalty: 4659.090820
	Iteration 0F: 3 clusters Score -1130279 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1133377.875000 Penalty: 4659.090820
	Iteration 1F: 3 clusters Score -1133378 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1134387.875000 Penalty: 4659.090820
	Iteration 2F: 3 clusters Score -1134388 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1135607.000000 Penalty: 4659.090820
	Iteration 3F: 3 clusters Score -1135607 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1136696.500000 Penalty: 4659.090820
	Iteration 4F: 3 clusters Score -1136696 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1137460.875000 Penalty: 4659.090820
	Iteration 5F: 3 clusters Score -1137461 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1137918.375000 Penalty: 4659.090820
	Iteration 6Q: 3 clusters Score -1137918 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1138216.250000 Penalty: 4659.090820
	Iteration 7Q: 3 clusters Score -1138216 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1138435.875000 Penalty: 4659.090820
	Iteration 8Q: 3 clusters Score -1138436 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1138591.625000 Penalty: 4659.090820
	Iteration 9Q: 3 clusters Score -1138592 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1138686.500000 Penalty: 4659.090820
	Iteration 10Q: 3 clusters Score -1138686 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1138742.000000 Penalty: 4659.090820
	Iteration 11Q: 3 clusters Score -1138742 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1138789.875000 Penalty: 4659.090820
	Iteration 12Q: 3 clusters Score -1138790 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1138819.250000 Penalty: 4659.090820
	Iteration 13Q: 3 clusters Score -1138819 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1138844.250000 Penalty: 4659.090820
	Iteration 14Q: 3 clusters Score -1138844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1138865.750000 Penalty: 4659.090820
	Iteration 15Q: 3 clusters Score -1138866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1138883.875000 Penalty: 4659.090820
	Iteration 16Q: 3 clusters Score -1138884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1138893.000000 Penalty: 4659.090820
	Iteration 17Q: 3 clusters Score -1138893 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1138907.625000 Penalty: 4659.090820
	Iteration 18Q: 3 clusters Score -1138908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1138921.500000 Penalty: 4659.090820
	Iteration 19Q: 3 clusters Score -1138922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1138927.250000 Penalty: 4659.090820
	Iteration 20F: 3 clusters Score -1138927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1138940.000000 Penalty: 4659.090820
	Iteration 21Q: 3 clusters Score -1138940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1138959.875000 Penalty: 4659.090820
	Iteration 22Q: 3 clusters Score -1138960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1138993.500000 Penalty: 4659.090820
	Iteration 23Q: 3 clusters Score -1138994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1139094.125000 Penalty: 4659.090820
	Iteration 24Q: 3 clusters Score -1139094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1139361.375000 Penalty: 4659.090820
	Iteration 25Q: 3 clusters Score -1139361 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1139519.750000 Penalty: 4659.090820
	Iteration 26Q: 3 clusters Score -1139520 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1139557.750000 Penalty: 4659.090820
	Iteration 27Q: 3 clusters Score -1139558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1139575.000000 Penalty: 4659.090820
	Iteration 28Q: 3 clusters Score -1139575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1139583.500000 Penalty: 4659.090820
	Iteration 29Q: 3 clusters Score -1139584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1139584.625000 Penalty: 4659.090820
	Iteration 30Q: 3 clusters Score -1139585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1139584.875000 Penalty: 4659.090820
	Iteration 31Q: 3 clusters Score -1139585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1139584.125000 Penalty: 4659.090820
	Iteration 32Q: 3 clusters Score -1139584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1139585.625000 Penalty: 4659.090820
	Iteration 33Q: 3 clusters Score -1139586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1139585.500000 Penalty: 4659.090820
	Iteration 34Q: 3 clusters Score -1139586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1139586.875000 Penalty: 4659.090820
	Iteration 35Q: 3 clusters Score -1139587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1139586.875000 Penalty: 4659.090820
	Iteration 36F: 3 clusters Score -1139587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 126247 members 
Mstep: Class 2 contains 3737 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 11779 members 
Mstep: Class 5 contains 10266 members 
Mstep: Class 6 contains 304248 members 
Mstep: Class 7 contains 224657 members 
Mstep: Class 8 contains 64314 members 
Mstep: Class 9 contains 7220 members 
Mstep: Class 10 contains 7114 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 76257 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 229844 members 
Mstep: Class 15 contains 7164 members 
Mstep: Class 16 contains 219520 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 7596 members 
Mstep: Class 22 contains 7715 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 18433 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 4389 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 102263 members 
Mstep: Class 32 contains 6269 members 
Mstep: Class 33 contains 43518 members 
Mstep: Class 34 contains 3240 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 4950 members 
Mstep: Class 37 contains 29196 members 
Mstep: Class 38 contains 8260 members 
Mstep: Class 39 contains 1742 members 
Entering Unmasked Estep 
Score: -157700976.000000 Penalty: 138595.359375
Splitting cluster 5 changes total score from -157701728.000000 to -157700976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (304248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304248 members 
Entering Unmasked Estep 
Score: -29819224.000000 Penalty: 3131.148438
	Iteration 0F: 2 clusters Score -2.981922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152558 members 
Mstep: Class 2 contains 151690 members 
Entering Unmasked Estep 
Score: -29625274.000000 Penalty: 6262.296875
	Iteration 0F: 3 clusters Score -2.962527e+07 nChanged 147567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162221 members 
Mstep: Class 2 contains 142027 members 
Entering Unmasked Estep 
Score: -29712540.000000 Penalty: 6262.296875
	Iteration 1F: 3 clusters Score -2.971254e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167719 members 
Mstep: Class 2 contains 136529 members 
Entering Unmasked Estep 
Score: -29714506.000000 Penalty: 6262.296875
	Iteration 2Q: 3 clusters Score -2.971451e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176404 members 
Mstep: Class 2 contains 127844 members 
Entering Unmasked Estep 
Score: -29717680.000000 Penalty: 6262.296875
	Iteration 3Q: 3 clusters Score -2.971768e+07 nChanged 14009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189469 members 
Mstep: Class 2 contains 114779 members 
Entering Unmasked Estep 
Score: -29723686.000000 Penalty: 6262.296875
	Iteration 4Q: 3 clusters Score -2.972369e+07 nChanged 18948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207803 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -29734238.000000 Penalty: 6262.296875
	Iteration 5F: 3 clusters Score -2.973424e+07 nChanged 23157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230462 members 
Mstep: Class 2 contains 73786 members 
Entering Unmasked Estep 
Score: -29749752.000000 Penalty: 6262.296875
	Iteration 6F: 3 clusters Score -2.974975e+07 nChanged 23203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253325 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -29768450.000000 Penalty: 6262.296875
	Iteration 7F: 3 clusters Score -2.976845e+07 nChanged 18420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271505 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -29784794.000000 Penalty: 6262.296875
	Iteration 8F: 3 clusters Score -2.978479e+07 nChanged 12247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283624 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -29795840.000000 Penalty: 6262.296875
	Iteration 9Q: 3 clusters Score -2.979584e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291108 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -29803118.000000 Penalty: 6262.296875
	Iteration 10Q: 3 clusters Score -2.980312e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295988 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -29807832.000000 Penalty: 6262.296875
	Iteration 11Q: 3 clusters Score -2.980783e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299224 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -29811160.000000 Penalty: 6262.296875
	Iteration 12Q: 3 clusters Score -2.981116e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301317 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -29813420.000000 Penalty: 6262.296875
	Iteration 13Q: 3 clusters Score -2.981342e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302518 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -29814614.000000 Penalty: 6262.296875
	Iteration 14Q: 3 clusters Score -2.981461e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303161 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -29815410.000000 Penalty: 6262.296875
	Iteration 15Q: 3 clusters Score -2.981541e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303504 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -29815860.000000 Penalty: 6262.296875
	Iteration 16Q: 3 clusters Score -2.981586e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303687 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -29816018.000000 Penalty: 6262.296875
	Iteration 17Q: 3 clusters Score -2.981602e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303780 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -29816134.000000 Penalty: 6262.296875
	Iteration 18Q: 3 clusters Score -2.981613e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303825 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -29816238.000000 Penalty: 6262.296875
	Iteration 19Q: 3 clusters Score -2.981624e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303848 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -29816266.000000 Penalty: 6262.296875
	Iteration 20F: 3 clusters Score -2.981627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303864 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -29816278.000000 Penalty: 6262.296875
	Iteration 21Q: 3 clusters Score -2.981628e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303879 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -29816294.000000 Penalty: 6262.296875
	Iteration 22Q: 3 clusters Score -2.981629e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303891 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -29816318.000000 Penalty: 6262.296875
	Iteration 23Q: 3 clusters Score -2.981632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303902 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -29816348.000000 Penalty: 6262.296875
	Iteration 24Q: 3 clusters Score -2.981635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303911 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -29816382.000000 Penalty: 6262.296875
	Iteration 25Q: 3 clusters Score -2.981638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303921 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -29816388.000000 Penalty: 6262.296875
	Iteration 26Q: 3 clusters Score -2.981639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303924 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -29816408.000000 Penalty: 6262.296875
	Iteration 27Q: 3 clusters Score -2.981641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303926 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -29816398.000000 Penalty: 6262.296875
	Iteration 28Q: 3 clusters Score -2.98164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303930 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -29816410.000000 Penalty: 6262.296875
	Iteration 29Q: 3 clusters Score -2.981641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303932 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -29816406.000000 Penalty: 6262.296875
	Iteration 30Q: 3 clusters Score -2.981641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303933 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29816416.000000 Penalty: 6262.296875
	Iteration 31Q: 3 clusters Score -2.981642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303934 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29816418.000000 Penalty: 6262.296875
	Iteration 32Q: 3 clusters Score -2.981642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303936 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -29816426.000000 Penalty: 6262.296875
	Iteration 33Q: 3 clusters Score -2.981643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303937 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29816424.000000 Penalty: 6262.296875
	Iteration 34Q: 3 clusters Score -2.981642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303938 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -29816424.000000 Penalty: 6262.296875
	Iteration 35Q: 3 clusters Score -2.981642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303940 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -29816428.000000 Penalty: 6262.296875
	Iteration 36Q: 3 clusters Score -2.981643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303939 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -29816428.000000 Penalty: 6262.296875
	Iteration 37Q: 3 clusters Score -2.981643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303939 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -29816420.000000 Penalty: 6262.296875
	Iteration 38Q: 3 clusters Score -2.981642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303939 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -29816420.000000 Penalty: 6262.296875
	Iteration 39F: 3 clusters Score -2.981642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (224657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224657 members 
Entering Unmasked Estep 
Score: -22076248.000000 Penalty: 3055.937988
	Iteration 0F: 2 clusters Score -2.207625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112319 members 
Mstep: Class 2 contains 112338 members 
Entering Unmasked Estep 
Score: -21927230.000000 Penalty: 6111.875977
	Iteration 0F: 3 clusters Score -2.192723e+07 nChanged 108187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112846 members 
Mstep: Class 2 contains 111811 members 
Entering Unmasked Estep 
Score: -21990444.000000 Penalty: 6111.875977
	Iteration 1F: 3 clusters Score -2.199044e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113198 members 
Mstep: Class 2 contains 111459 members 
Entering Unmasked Estep 
Score: -21991528.000000 Penalty: 6111.875977
	Iteration 2Q: 3 clusters Score -2.199153e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113744 members 
Mstep: Class 2 contains 110913 members 
Entering Unmasked Estep 
Score: -21992306.000000 Penalty: 6111.875977
	Iteration 3Q: 3 clusters Score -2.199231e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114627 members 
Mstep: Class 2 contains 110030 members 
Entering Unmasked Estep 
Score: -21993142.000000 Penalty: 6111.875977
	Iteration 4Q: 3 clusters Score -2.199314e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116010 members 
Mstep: Class 2 contains 108647 members 
Entering Unmasked Estep 
Score: -21994498.000000 Penalty: 6111.875977
	Iteration 5Q: 3 clusters Score -2.19945e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118272 members 
Mstep: Class 2 contains 106385 members 
Entering Unmasked Estep 
Score: -21996112.000000 Penalty: 6111.875977
	Iteration 6Q: 3 clusters Score -2.199611e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121849 members 
Mstep: Class 2 contains 102808 members 
Entering Unmasked Estep 
Score: -21998024.000000 Penalty: 6111.875977
	Iteration 7Q: 3 clusters Score -2.199802e+07 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127422 members 
Mstep: Class 2 contains 97235 members 
Entering Unmasked Estep 
Score: -22000974.000000 Penalty: 6111.875977
	Iteration 8Q: 3 clusters Score -2.200097e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135468 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
Score: -22005548.000000 Penalty: 6111.875977
	Iteration 9Q: 3 clusters Score -2.200555e+07 nChanged 12896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146456 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -22012714.000000 Penalty: 6111.875977
	Iteration 10F: 3 clusters Score -2.201271e+07 nChanged 14965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160219 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -22022402.000000 Penalty: 6111.875977
	Iteration 11F: 3 clusters Score -2.20224e+07 nChanged 16073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175718 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -22034426.000000 Penalty: 6111.875977
	Iteration 12F: 3 clusters Score -2.203443e+07 nChanged 15484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191076 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -22046902.000000 Penalty: 6111.875977
	Iteration 13F: 3 clusters Score -2.20469e+07 nChanged 13194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204242 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -22057748.000000 Penalty: 6111.875977
	Iteration 14F: 3 clusters Score -2.205775e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213725 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -22065492.000000 Penalty: 6111.875977
	Iteration 15Q: 3 clusters Score -2.206549e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219204 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -22070036.000000 Penalty: 6111.875977
	Iteration 16Q: 3 clusters Score -2.207004e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221799 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -22072162.000000 Penalty: 6111.875977
	Iteration 17Q: 3 clusters Score -2.207216e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222881 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -22073222.000000 Penalty: 6111.875977
	Iteration 18Q: 3 clusters Score -2.207322e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223266 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -22073712.000000 Penalty: 6111.875977
	Iteration 19Q: 3 clusters Score -2.207371e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223420 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -22073928.000000 Penalty: 6111.875977
	Iteration 20F: 3 clusters Score -2.207393e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223504 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -22074052.000000 Penalty: 6111.875977
	Iteration 21Q: 3 clusters Score -2.207405e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223573 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -22074148.000000 Penalty: 6111.875977
	Iteration 22Q: 3 clusters Score -2.207415e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223604 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -22074216.000000 Penalty: 6111.875977
	Iteration 23Q: 3 clusters Score -2.207422e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223621 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -22074258.000000 Penalty: 6111.875977
	Iteration 24Q: 3 clusters Score -2.207426e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223626 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -22074272.000000 Penalty: 6111.875977
	Iteration 25Q: 3 clusters Score -2.207427e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223632 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -22074294.000000 Penalty: 6111.875977
	Iteration 26Q: 3 clusters Score -2.207429e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223636 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -22074304.000000 Penalty: 6111.875977
	Iteration 27Q: 3 clusters Score -2.20743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223639 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -22074308.000000 Penalty: 6111.875977
	Iteration 28Q: 3 clusters Score -2.207431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223640 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -22074324.000000 Penalty: 6111.875977
	Iteration 29Q: 3 clusters Score -2.207432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223640 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -22074320.000000 Penalty: 6111.875977
	Iteration 30Q: 3 clusters Score -2.207432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223650 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -22074326.000000 Penalty: 6111.875977
	Iteration 31Q: 3 clusters Score -2.207433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223653 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -22074326.000000 Penalty: 6111.875977
	Iteration 32Q: 3 clusters Score -2.207433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223652 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -22074320.000000 Penalty: 6111.875977
	Iteration 33Q: 3 clusters Score -2.207432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223651 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -22074342.000000 Penalty: 6111.875977
	Iteration 34Q: 3 clusters Score -2.207434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223656 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -22074336.000000 Penalty: 6111.875977
	Iteration 35Q: 3 clusters Score -2.207434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223660 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -22074332.000000 Penalty: 6111.875977
	Iteration 36Q: 3 clusters Score -2.207433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223665 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -22074334.000000 Penalty: 6111.875977
	Iteration 37Q: 3 clusters Score -2.207433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223669 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -22074344.000000 Penalty: 6111.875977
	Iteration 38Q: 3 clusters Score -2.207434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223674 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -22074330.000000 Penalty: 6111.875977
	Iteration 39Q: 3 clusters Score -2.207433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223680 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -22074326.000000 Penalty: 6111.875977
	Iteration 40F: 3 clusters Score -2.207433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223684 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -22074334.000000 Penalty: 6111.875977
	Iteration 41Q: 3 clusters Score -2.207433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223684 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -22074346.000000 Penalty: 6111.875977
	Iteration 42Q: 3 clusters Score -2.207435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223683 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -22074350.000000 Penalty: 6111.875977
	Iteration 43Q: 3 clusters Score -2.207435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223682 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -22074352.000000 Penalty: 6111.875977
	Iteration 44Q: 3 clusters Score -2.207435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223683 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -22074352.000000 Penalty: 6111.875977
	Iteration 45Q: 3 clusters Score -2.207435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223685 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -22074360.000000 Penalty: 6111.875977
	Iteration 46Q: 3 clusters Score -2.207436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223688 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -22074332.000000 Penalty: 6111.875977
	Iteration 47Q: 3 clusters Score -2.207433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223689 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -22074338.000000 Penalty: 6111.875977
	Iteration 48Q: 3 clusters Score -2.207434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223689 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -22074338.000000 Penalty: 6111.875977
	Iteration 49F: 3 clusters Score -2.207434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (64314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Entering Unmasked Estep 
Score: -6233965.500000 Penalty: 2745.739990
	Iteration 0F: 2 clusters Score -6233966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -6190632.000000 Penalty: 5491.479980
	Iteration 0F: 3 clusters Score -6190632 nChanged 30024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -6208009.000000 Penalty: 5491.479980
	Iteration 1F: 3 clusters Score -6208009 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -6209242.000000 Penalty: 5491.479980
	Iteration 2Q: 3 clusters Score -6209242 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -6210658.000000 Penalty: 5491.479980
	Iteration 3Q: 3 clusters Score -6210658 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -6212339.000000 Penalty: 5491.479980
	Iteration 4F: 3 clusters Score -6212339 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -6214311.500000 Penalty: 5491.479980
	Iteration 5F: 3 clusters Score -6214312 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -6216555.500000 Penalty: 5491.479980
	Iteration 6F: 3 clusters Score -6216556 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -6218769.500000 Penalty: 5491.479980
	Iteration 7F: 3 clusters Score -6218770 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -6221086.000000 Penalty: 5491.479980
	Iteration 8F: 3 clusters Score -6221086 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -6223133.500000 Penalty: 5491.479980
	Iteration 9F: 3 clusters Score -6223134 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -6225205.500000 Penalty: 5491.479980
	Iteration 10Q: 3 clusters Score -6225206 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -6227149.500000 Penalty: 5491.479980
	Iteration 11Q: 3 clusters Score -6227150 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -6228501.500000 Penalty: 5491.479980
	Iteration 12Q: 3 clusters Score -6228502 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -6229319.000000 Penalty: 5491.479980
	Iteration 13Q: 3 clusters Score -6229319 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -6229883.500000 Penalty: 5491.479980
	Iteration 14Q: 3 clusters Score -6229884 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -6230295.500000 Penalty: 5491.479980
	Iteration 15Q: 3 clusters Score -6230296 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -6230660.000000 Penalty: 5491.479980
	Iteration 16Q: 3 clusters Score -6230660 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -6230981.500000 Penalty: 5491.479980
	Iteration 17Q: 3 clusters Score -6230982 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -6231201.500000 Penalty: 5491.479980
	Iteration 18Q: 3 clusters Score -6231202 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -6231381.000000 Penalty: 5491.479980
	Iteration 19Q: 3 clusters Score -6231381 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6231550 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -6231736.500000 Penalty: 5491.479980
	Iteration 21Q: 3 clusters Score -6231736 nChanged 603
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6231909 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6232114 nChanged 576
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6232289 nChanged 521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6232430 nChanged 497
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Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6232610 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6232708 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6232787 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6232878 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -6232940.500000 Penalty: 5491.479980
	Iteration 30Q: 3 clusters Score -6232940 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -6233003.500000 Penalty: 5491.479980
	Iteration 31Q: 3 clusters Score -6233004 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55890 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -6233038.500000 Penalty: 5491.479980
	Iteration 32Q: 3 clusters Score -6233038 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -6233110.500000 Penalty: 5491.479980
	Iteration 33Q: 3 clusters Score -6233110 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56284 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6233120 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -6233151.500000 Penalty: 5491.479980
	Iteration 35Q: 3 clusters Score -6233152 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -6233153.500000 Penalty: 5491.479980
	Iteration 36Q: 3 clusters Score -6233154 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -6233172.500000 Penalty: 5491.479980
	Iteration 37Q: 3 clusters Score -6233172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -6233188.000000 Penalty: 5491.479980
	Iteration 38Q: 3 clusters Score -6233188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -6233192.000000 Penalty: 5491.479980
	Iteration 39Q: 3 clusters Score -6233192 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -6233189.500000 Penalty: 5491.479980
	Iteration 40F: 3 clusters Score -6233190 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -6233198.500000 Penalty: 5491.479980
	Iteration 41Q: 3 clusters Score -6233198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -6233192.500000 Penalty: 5491.479980
	Iteration 42Q: 3 clusters Score -6233192 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57042 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6233187 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6233189 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57146 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -6233186.000000 Penalty: 5491.479980
	Iteration 45Q: 3 clusters Score -6233186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -6233197.500000 Penalty: 5491.479980
	Iteration 46Q: 3 clusters Score -6233198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57237 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -6233201.500000 Penalty: 5491.479980
	Iteration 47Q: 3 clusters Score -6233202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -6233213.000000 Penalty: 5491.479980
	Iteration 48Q: 3 clusters Score -6233213 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57340 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -6233214.500000 Penalty: 5491.479980
	Iteration 49Q: 3 clusters Score -6233214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -6233209.000000 Penalty: 5491.479980
	Iteration 50Q: 3 clusters Score -6233209 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -6233200.500000 Penalty: 5491.479980
	Iteration 51Q: 3 clusters Score -6233200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57443 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6233194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -6233203.000000 Penalty: 5491.479980
	Iteration 53Q: 3 clusters Score -6233203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -6233213.000000 Penalty: 5491.479980
	Iteration 54Q: 3 clusters Score -6233213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57496 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -6233220.500000 Penalty: 5491.479980
	Iteration 55Q: 3 clusters Score -6233220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -6233220.000000 Penalty: 5491.479980
	Iteration 56Q: 3 clusters Score -6233220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -6233221.000000 Penalty: 5491.479980
	Iteration 57Q: 3 clusters Score -6233221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -6233233.000000 Penalty: 5491.479980
	Iteration 58Q: 3 clusters Score -6233233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -6233237.000000 Penalty: 5491.479980
	Iteration 59Q: 3 clusters Score -6233237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -6233227.500000 Penalty: 5491.479980
	Iteration 60F: 3 clusters Score -6233228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -6233237.000000 Penalty: 5491.479980
	Iteration 61Q: 3 clusters Score -6233237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -6233238.000000 Penalty: 5491.479980
	Iteration 62Q: 3 clusters Score -6233238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -6233237.000000 Penalty: 5491.479980
	Iteration 63Q: 3 clusters Score -6233237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -6233250.500000 Penalty: 5491.479980
	Iteration 64Q: 3 clusters Score -6233250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -6233255.000000 Penalty: 5491.479980
	Iteration 65Q: 3 clusters Score -6233255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -6233261.500000 Penalty: 5491.479980
	Iteration 66Q: 3 clusters Score -6233262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -6233271.000000 Penalty: 5491.479980
	Iteration 67Q: 3 clusters Score -6233271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57782 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -6233265.500000 Penalty: 5491.479980
	Iteration 68Q: 3 clusters Score -6233266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -6233266.500000 Penalty: 5491.479980
	Iteration 69Q: 3 clusters Score -6233266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -6233260.000000 Penalty: 5491.479980
	Iteration 70Q: 3 clusters Score -6233260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -6233255.500000 Penalty: 5491.479980
	Iteration 71Q: 3 clusters Score -6233256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57868 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -6233257.000000 Penalty: 5491.479980
	Iteration 72Q: 3 clusters Score -6233257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -6233255.000000 Penalty: 5491.479980
	Iteration 73Q: 3 clusters Score -6233255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -6233265.000000 Penalty: 5491.479980
	Iteration 74Q: 3 clusters Score -6233265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -6233264.000000 Penalty: 5491.479980
	Iteration 75Q: 3 clusters Score -6233264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -6233264.500000 Penalty: 5491.479980
	Iteration 76Q: 3 clusters Score -6233264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -6233257.000000 Penalty: 5491.479980
	Iteration 77Q: 3 clusters Score -6233257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -6233263.500000 Penalty: 5491.479980
	Iteration 78Q: 3 clusters Score -6233264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -6233263.000000 Penalty: 5491.479980
	Iteration 79Q: 3 clusters Score -6233263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -6233257.000000 Penalty: 5491.479980
	Iteration 80F: 3 clusters Score -6233257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -6233265.000000 Penalty: 5491.479980
	Iteration 81Q: 3 clusters Score -6233265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -6233269.000000 Penalty: 5491.479980
	Iteration 82Q: 3 clusters Score -6233269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57987 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -6233264.500000 Penalty: 5491.479980
	Iteration 83Q: 3 clusters Score -6233264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -6233265.000000 Penalty: 5491.479980
	Iteration 84Q: 3 clusters Score -6233265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -6233266.000000 Penalty: 5491.479980
	Iteration 85Q: 3 clusters Score -6233266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -6233273.000000 Penalty: 5491.479980
	Iteration 86Q: 3 clusters Score -6233273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -6233271.000000 Penalty: 5491.479980
	Iteration 87Q: 3 clusters Score -6233271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -6233272.000000 Penalty: 5491.479980
	Iteration 88Q: 3 clusters Score -6233272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -6233271.500000 Penalty: 5491.479980
	Iteration 89Q: 3 clusters Score -6233272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -6233277.500000 Penalty: 5491.479980
	Iteration 90Q: 3 clusters Score -6233278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -6233279.500000 Penalty: 5491.479980
	Iteration 91Q: 3 clusters Score -6233280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -6233282.500000 Penalty: 5491.479980
	Iteration 92Q: 3 clusters Score -6233282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -6233280.500000 Penalty: 5491.479980
	Iteration 93Q: 3 clusters Score -6233280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -6233280.500000 Penalty: 5491.479980
	Iteration 94Q: 3 clusters Score -6233280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58037 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -6233278.000000 Penalty: 5491.479980
	Iteration 95Q: 3 clusters Score -6233278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -6233274.500000 Penalty: 5491.479980
	Iteration 96Q: 3 clusters Score -6233274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -6233279.000000 Penalty: 5491.479980
	Iteration 97Q: 3 clusters Score -6233279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -6233276.000000 Penalty: 5491.479980
	Iteration 98Q: 3 clusters Score -6233276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -6233274.500000 Penalty: 5491.479980
	Iteration 99Q: 3 clusters Score -6233274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58046 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -6233273.000000 Penalty: 5491.479980
	Iteration 100F: 3 clusters Score -6233273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -6233276.500000 Penalty: 5491.479980
	Iteration 101Q: 3 clusters Score -6233276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58048 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -6233280.000000 Penalty: 5491.479980
	Iteration 102Q: 3 clusters Score -6233280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -6233277.000000 Penalty: 5491.479980
	Iteration 103Q: 3 clusters Score -6233277 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
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	Iteration 104F: 3 clusters Score -6233277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7220 members 
Entering Unmasked Estep 
Score: -666769.437500 Penalty: 2203.383301
	Iteration 0F: 2 clusters Score -666769.4 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 3589 members 
Entering Unmasked Estep 
Score: -660906.062500 Penalty: 4406.766602
	Iteration 0F: 3 clusters Score -660906.1 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -662545.937500 Penalty: 4406.766602
	Iteration 1F: 3 clusters Score -662545.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -662869.250000 Penalty: 4406.766602
	Iteration 2F: 3 clusters Score -662869.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -663146.500000 Penalty: 4406.766602
	Iteration 3F: 3 clusters Score -663146.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -663370.875000 Penalty: 4406.766602
	Iteration 4Q: 3 clusters Score -663370.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -663605.250000 Penalty: 4406.766602
	Iteration 5Q: 3 clusters Score -663605.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -663864.250000 Penalty: 4406.766602
	Iteration 6Q: 3 clusters Score -663864.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -664131.750000 Penalty: 4406.766602
	Iteration 7Q: 3 clusters Score -664131.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -664392.187500 Penalty: 4406.766602
	Iteration 8Q: 3 clusters Score -664392.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -664656.375000 Penalty: 4406.766602
	Iteration 9Q: 3 clusters Score -664656.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -664882.312500 Penalty: 4406.766602
	Iteration 10Q: 3 clusters Score -664882.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -665063.187500 Penalty: 4406.766602
	Iteration 11Q: 3 clusters Score -665063.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -665202.625000 Penalty: 4406.766602
	Iteration 12Q: 3 clusters Score -665202.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -665306.500000 Penalty: 4406.766602
	Iteration 13Q: 3 clusters Score -665306.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -665405.500000 Penalty: 4406.766602
	Iteration 14Q: 3 clusters Score -665405.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -665492.750000 Penalty: 4406.766602
	Iteration 15Q: 3 clusters Score -665492.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -665559.562500 Penalty: 4406.766602
	Iteration 16Q: 3 clusters Score -665559.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -665595.062500 Penalty: 4406.766602
	Iteration 17Q: 3 clusters Score -665595.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -665620.375000 Penalty: 4406.766602
	Iteration 18Q: 3 clusters Score -665620.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -665643.750000 Penalty: 4406.766602
	Iteration 19Q: 3 clusters Score -665643.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -665656.187500 Penalty: 4406.766602
	Iteration 20F: 3 clusters Score -665656.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -665662.187500 Penalty: 4406.766602
	Iteration 21Q: 3 clusters Score -665662.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -665667.625000 Penalty: 4406.766602
	Iteration 22Q: 3 clusters Score -665667.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -665675.062500 Penalty: 4406.766602
	Iteration 23Q: 3 clusters Score -665675.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -665676.437500 Penalty: 4406.766602
	Iteration 24Q: 3 clusters Score -665676.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -665679.500000 Penalty: 4406.766602
	Iteration 25Q: 3 clusters Score -665679.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -665681.250000 Penalty: 4406.766602
	Iteration 26Q: 3 clusters Score -665681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -665683.312500 Penalty: 4406.766602
	Iteration 27Q: 3 clusters Score -665683.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -665683.375000 Penalty: 4406.766602
	Iteration 28Q: 3 clusters Score -665683.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -665683.375000 Penalty: 4406.766602
	Iteration 29F: 3 clusters Score -665683.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Entering Unmasked Estep 
Score: -597321.625000 Penalty: 2199.715332
	Iteration 0F: 2 clusters Score -597321.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -591438.375000 Penalty: 4399.430664
	Iteration 0F: 3 clusters Score -591438.4 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -593246.312500 Penalty: 4399.430664
	Iteration 1F: 3 clusters Score -593246.3 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -593776.437500 Penalty: 4399.430664
	Iteration 2F: 3 clusters Score -593776.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -594214.687500 Penalty: 4399.430664
	Iteration 3F: 3 clusters Score -594214.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -594588.687500 Penalty: 4399.430664
	Iteration 4F: 3 clusters Score -594588.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -594882.312500 Penalty: 4399.430664
	Iteration 5F: 3 clusters Score -594882.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -595118.125000 Penalty: 4399.430664
	Iteration 6Q: 3 clusters Score -595118.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -595313.750000 Penalty: 4399.430664
	Iteration 7Q: 3 clusters Score -595313.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -595514.375000 Penalty: 4399.430664
	Iteration 8Q: 3 clusters Score -595514.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -595649.312500 Penalty: 4399.430664
	Iteration 9Q: 3 clusters Score -595649.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -595723.187500 Penalty: 4399.430664
	Iteration 10Q: 3 clusters Score -595723.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -595787.125000 Penalty: 4399.430664
	Iteration 11Q: 3 clusters Score -595787.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -595839.625000 Penalty: 4399.430664
	Iteration 12Q: 3 clusters Score -595839.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -595874.937500 Penalty: 4399.430664
	Iteration 13Q: 3 clusters Score -595874.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -595903.250000 Penalty: 4399.430664
	Iteration 14Q: 3 clusters Score -595903.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -595922.687500 Penalty: 4399.430664
	Iteration 15Q: 3 clusters Score -595922.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -595934.312500 Penalty: 4399.430664
	Iteration 16Q: 3 clusters Score -595934.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -595945.000000 Penalty: 4399.430664
	Iteration 17Q: 3 clusters Score -595945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -595955.937500 Penalty: 4399.430664
	Iteration 18Q: 3 clusters Score -595955.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -595962.875000 Penalty: 4399.430664
	Iteration 19Q: 3 clusters Score -595962.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -595971.500000 Penalty: 4399.430664
	Iteration 20F: 3 clusters Score -595971.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -595979.375000 Penalty: 4399.430664
	Iteration 21Q: 3 clusters Score -595979.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -595986.250000 Penalty: 4399.430664
	Iteration 22Q: 3 clusters Score -595986.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -595992.812500 Penalty: 4399.430664
	Iteration 23Q: 3 clusters Score -595992.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -595999.750000 Penalty: 4399.430664
	Iteration 24Q: 3 clusters Score -595999.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -596004.437500 Penalty: 4399.430664
	Iteration 25Q: 3 clusters Score -596004.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -596008.312500 Penalty: 4399.430664
	Iteration 26Q: 3 clusters Score -596008.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -596010.750000 Penalty: 4399.430664
	Iteration 27Q: 3 clusters Score -596010.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -596014.500000 Penalty: 4399.430664
	Iteration 28Q: 3 clusters Score -596014.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -596021.437500 Penalty: 4399.430664
	Iteration 29Q: 3 clusters Score -596021.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -596024.000000 Penalty: 4399.430664
	Iteration 30Q: 3 clusters Score -596024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -596027.125000 Penalty: 4399.430664
	Iteration 31Q: 3 clusters Score -596027.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -596030.000000 Penalty: 4399.430664
	Iteration 32Q: 3 clusters Score -596030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -596031.562500 Penalty: 4399.430664
	Iteration 33Q: 3 clusters Score -596031.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -596034.937500 Penalty: 4399.430664
	Iteration 34Q: 3 clusters Score -596034.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -596040.812500 Penalty: 4399.430664
	Iteration 35Q: 3 clusters Score -596040.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -596044.187500 Penalty: 4399.430664
	Iteration 36Q: 3 clusters Score -596044.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -596048.000000 Penalty: 4399.430664
	Iteration 37Q: 3 clusters Score -596048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -596055.750000 Penalty: 4399.430664
	Iteration 38Q: 3 clusters Score -596055.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -596061.750000 Penalty: 4399.430664
	Iteration 39Q: 3 clusters Score -596061.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -596068.187500 Penalty: 4399.430664
	Iteration 40F: 3 clusters Score -596068.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -596072.437500 Penalty: 4399.430664
	Iteration 41Q: 3 clusters Score -596072.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -596083.187500 Penalty: 4399.430664
	Iteration 42Q: 3 clusters Score -596083.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -596091.187500 Penalty: 4399.430664
	Iteration 43Q: 3 clusters Score -596091.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -596102.500000 Penalty: 4399.430664
	Iteration 44Q: 3 clusters Score -596102.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -596112.687500 Penalty: 4399.430664
	Iteration 45Q: 3 clusters Score -596112.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -596128.625000 Penalty: 4399.430664
	Iteration 46Q: 3 clusters Score -596128.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -596153.562500 Penalty: 4399.430664
	Iteration 47Q: 3 clusters Score -596153.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -596179.687500 Penalty: 4399.430664
	Iteration 48Q: 3 clusters Score -596179.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -596201.000000 Penalty: 4399.430664
	Iteration 49Q: 3 clusters Score -596201 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -596221.250000 Penalty: 4399.430664
	Iteration 50Q: 3 clusters Score -596221.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -596237.062500 Penalty: 4399.430664
	Iteration 51Q: 3 clusters Score -596237.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -596252.312500 Penalty: 4399.430664
	Iteration 52Q: 3 clusters Score -596252.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -596273.125000 Penalty: 4399.430664
	Iteration 53Q: 3 clusters Score -596273.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -596309.500000 Penalty: 4399.430664
	Iteration 54Q: 3 clusters Score -596309.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -596356.062500 Penalty: 4399.430664
	Iteration 55Q: 3 clusters Score -596356.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -596394.687500 Penalty: 4399.430664
	Iteration 56Q: 3 clusters Score -596394.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -596438.000000 Penalty: 4399.430664
	Iteration 57Q: 3 clusters Score -596438 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -596467.500000 Penalty: 4399.430664
	Iteration 58Q: 3 clusters Score -596467.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -596489.500000 Penalty: 4399.430664
	Iteration 59Q: 3 clusters Score -596489.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -596502.062500 Penalty: 4399.430664
	Iteration 60F: 3 clusters Score -596502.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -596513.187500 Penalty: 4399.430664
	Iteration 61Q: 3 clusters Score -596513.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -596523.187500 Penalty: 4399.430664
	Iteration 62Q: 3 clusters Score -596523.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -596531.750000 Penalty: 4399.430664
	Iteration 63Q: 3 clusters Score -596531.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -596540.625000 Penalty: 4399.430664
	Iteration 64Q: 3 clusters Score -596540.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -596549.437500 Penalty: 4399.430664
	Iteration 65Q: 3 clusters Score -596549.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -596556.500000 Penalty: 4399.430664
	Iteration 66Q: 3 clusters Score -596556.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -596563.187500 Penalty: 4399.430664
	Iteration 67Q: 3 clusters Score -596563.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -596569.875000 Penalty: 4399.430664
	Iteration 68Q: 3 clusters Score -596569.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -596581.062500 Penalty: 4399.430664
	Iteration 69Q: 3 clusters Score -596581.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -596589.500000 Penalty: 4399.430664
	Iteration 70Q: 3 clusters Score -596589.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -596601.937500 Penalty: 4399.430664
	Iteration 71Q: 3 clusters Score -596601.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -596612.125000 Penalty: 4399.430664
	Iteration 72Q: 3 clusters Score -596612.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -596624.250000 Penalty: 4399.430664
	Iteration 73Q: 3 clusters Score -596624.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -596639.562500 Penalty: 4399.430664
	Iteration 74Q: 3 clusters Score -596639.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -596657.687500 Penalty: 4399.430664
	Iteration 75Q: 3 clusters Score -596657.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -596680.437500 Penalty: 4399.430664
	Iteration 76Q: 3 clusters Score -596680.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -596708.312500 Penalty: 4399.430664
	Iteration 77Q: 3 clusters Score -596708.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -596732.250000 Penalty: 4399.430664
	Iteration 78Q: 3 clusters Score -596732.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -596755.562500 Penalty: 4399.430664
	Iteration 79Q: 3 clusters Score -596755.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -596772.500000 Penalty: 4399.430664
	Iteration 80F: 3 clusters Score -596772.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -596787.437500 Penalty: 4399.430664
	Iteration 81Q: 3 clusters Score -596787.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -596804.125000 Penalty: 4399.430664
	Iteration 82Q: 3 clusters Score -596804.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -596815.500000 Penalty: 4399.430664
	Iteration 83Q: 3 clusters Score -596815.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -596826.437500 Penalty: 4399.430664
	Iteration 84Q: 3 clusters Score -596826.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -596834.562500 Penalty: 4399.430664
	Iteration 85Q: 3 clusters Score -596834.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -596840.250000 Penalty: 4399.430664
	Iteration 86Q: 3 clusters Score -596840.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -596843.562500 Penalty: 4399.430664
	Iteration 87Q: 3 clusters Score -596843.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -596844.875000 Penalty: 4399.430664
	Iteration 88Q: 3 clusters Score -596844.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -596845.812500 Penalty: 4399.430664
	Iteration 89Q: 3 clusters Score -596845.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -596847.187500 Penalty: 4399.430664
	Iteration 90Q: 3 clusters Score -596847.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -596851.687500 Penalty: 4399.430664
	Iteration 91Q: 3 clusters Score -596851.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -596856.437500 Penalty: 4399.430664
	Iteration 92Q: 3 clusters Score -596856.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -596859.625000 Penalty: 4399.430664
	Iteration 93Q: 3 clusters Score -596859.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -596873.812500 Penalty: 4399.430664
	Iteration 94Q: 3 clusters Score -596873.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -596948.687500 Penalty: 4399.430664
	Iteration 95Q: 3 clusters Score -596948.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -597016.562500 Penalty: 4399.430664
	Iteration 96Q: 3 clusters Score -597016.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -597031.437500 Penalty: 4399.430664
	Iteration 97Q: 3 clusters Score -597031.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -597038.562500 Penalty: 4399.430664
	Iteration 98Q: 3 clusters Score -597038.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -597043.562500 Penalty: 4399.430664
	Iteration 99Q: 3 clusters Score -597043.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -597046.437500 Penalty: 4399.430664
	Iteration 100F: 3 clusters Score -597046.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -597048.187500 Penalty: 4399.430664
	Iteration 101Q: 3 clusters Score -597048.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -597050.375000 Penalty: 4399.430664
	Iteration 102Q: 3 clusters Score -597050.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -597052.937500 Penalty: 4399.430664
	Iteration 103Q: 3 clusters Score -597052.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -597054.000000 Penalty: 4399.430664
	Iteration 104Q: 3 clusters Score -597054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -597057.562500 Penalty: 4399.430664
	Iteration 105Q: 3 clusters Score -597057.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -597058.562500 Penalty: 4399.430664
	Iteration 106Q: 3 clusters Score -597058.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -597059.250000 Penalty: 4399.430664
	Iteration 107Q: 3 clusters Score -597059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -597059.687500 Penalty: 4399.430664
	Iteration 108Q: 3 clusters Score -597059.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -597058.875000 Penalty: 4399.430664
	Iteration 109Q: 3 clusters Score -597058.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -597058.875000 Penalty: 4399.430664
	Iteration 110F: 3 clusters Score -597058.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Entering Unmasked Estep 
Score: -795654.250000 Penalty: 2228.048584
	Iteration 0F: 2 clusters Score -795654.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -789216.875000 Penalty: 4456.097168
	Iteration 0F: 3 clusters Score -789216.9 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -790904.625000 Penalty: 4456.097168
	Iteration 1F: 3 clusters Score -790904.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -791173.062500 Penalty: 4456.097168
	Iteration 2F: 3 clusters Score -791173.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -791347.187500 Penalty: 4456.097168
	Iteration 3F: 3 clusters Score -791347.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -791478.562500 Penalty: 4456.097168
	Iteration 4Q: 3 clusters Score -791478.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -791606.875000 Penalty: 4456.097168
	Iteration 5Q: 3 clusters Score -791606.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -791719.812500 Penalty: 4456.097168
	Iteration 6Q: 3 clusters Score -791719.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -791846.312500 Penalty: 4456.097168
	Iteration 7Q: 3 clusters Score -791846.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -791972.937500 Penalty: 4456.097168
	Iteration 8Q: 3 clusters Score -791972.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -792106.500000 Penalty: 4456.097168
	Iteration 9Q: 3 clusters Score -792106.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -792279.375000 Penalty: 4456.097168
	Iteration 10Q: 3 clusters Score -792279.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -792494.937500 Penalty: 4456.097168
	Iteration 11Q: 3 clusters Score -792494.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -792731.000000 Penalty: 4456.097168
	Iteration 12Q: 3 clusters Score -792731 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -792945.375000 Penalty: 4456.097168
	Iteration 13Q: 3 clusters Score -792945.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -793119.937500 Penalty: 4456.097168
	Iteration 14Q: 3 clusters Score -793119.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -793281.187500 Penalty: 4456.097168
	Iteration 15Q: 3 clusters Score -793281.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -793409.437500 Penalty: 4456.097168
	Iteration 16Q: 3 clusters Score -793409.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -793498.250000 Penalty: 4456.097168
	Iteration 17Q: 3 clusters Score -793498.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -793550.437500 Penalty: 4456.097168
	Iteration 18Q: 3 clusters Score -793550.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -793579.312500 Penalty: 4456.097168
	Iteration 19Q: 3 clusters Score -793579.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -793592.812500 Penalty: 4456.097168
	Iteration 20F: 3 clusters Score -793592.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -793603.250000 Penalty: 4456.097168
	Iteration 21Q: 3 clusters Score -793603.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -793612.062500 Penalty: 4456.097168
	Iteration 22Q: 3 clusters Score -793612.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -793625.812500 Penalty: 4456.097168
	Iteration 23Q: 3 clusters Score -793625.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -793633.562500 Penalty: 4456.097168
	Iteration 24Q: 3 clusters Score -793633.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -793637.750000 Penalty: 4456.097168
	Iteration 25Q: 3 clusters Score -793637.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -793640.250000 Penalty: 4456.097168
	Iteration 26Q: 3 clusters Score -793640.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -793643.937500 Penalty: 4456.097168
	Iteration 27Q: 3 clusters Score -793643.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -793646.062500 Penalty: 4456.097168
	Iteration 28Q: 3 clusters Score -793646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -793649.062500 Penalty: 4456.097168
	Iteration 29Q: 3 clusters Score -793649.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -793651.250000 Penalty: 4456.097168
	Iteration 30Q: 3 clusters Score -793651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -793654.687500 Penalty: 4456.097168
	Iteration 31Q: 3 clusters Score -793654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -793660.187500 Penalty: 4456.097168
	Iteration 32Q: 3 clusters Score -793660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -793666.562500 Penalty: 4456.097168
	Iteration 33Q: 3 clusters Score -793666.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -793668.500000 Penalty: 4456.097168
	Iteration 34Q: 3 clusters Score -793668.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -793672.937500 Penalty: 4456.097168
	Iteration 35Q: 3 clusters Score -793672.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -793677.562500 Penalty: 4456.097168
	Iteration 36Q: 3 clusters Score -793677.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -793681.375000 Penalty: 4456.097168
	Iteration 37Q: 3 clusters Score -793681.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -793687.000000 Penalty: 4456.097168
	Iteration 38Q: 3 clusters Score -793687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -793693.750000 Penalty: 4456.097168
	Iteration 39Q: 3 clusters Score -793693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -793698.500000 Penalty: 4456.097168
	Iteration 40F: 3 clusters Score -793698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -793700.562500 Penalty: 4456.097168
	Iteration 41Q: 3 clusters Score -793700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -793702.812500 Penalty: 4456.097168
	Iteration 42Q: 3 clusters Score -793702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -793704.375000 Penalty: 4456.097168
	Iteration 43Q: 3 clusters Score -793704.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -793717.625000 Penalty: 4456.097168
	Iteration 44Q: 3 clusters Score -793717.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -793722.937500 Penalty: 4456.097168
	Iteration 45Q: 3 clusters Score -793722.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -793724.812500 Penalty: 4456.097168
	Iteration 46Q: 3 clusters Score -793724.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -793724.812500 Penalty: 4456.097168
	Iteration 47F: 3 clusters Score -793724.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Entering Unmasked Estep 
Score: -7383309.000000 Penalty: 2787.982422
	Iteration 0F: 2 clusters Score -7383309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -7332118.500000 Penalty: 5575.964844
	Iteration 0F: 3 clusters Score -7332118 nChanged 35814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -7352187.000000 Penalty: 5575.964844
	Iteration 1F: 3 clusters Score -7352187 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -7352738.000000 Penalty: 5575.964844
	Iteration 2Q: 3 clusters Score -7352738 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -7353421.500000 Penalty: 5575.964844
	Iteration 3Q: 3 clusters Score -7353422 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -7354093.000000 Penalty: 5575.964844
	Iteration 4Q: 3 clusters Score -7354093 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -7355021.500000 Penalty: 5575.964844
	Iteration 5Q: 3 clusters Score -7355022 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -7356357.500000 Penalty: 5575.964844
	Iteration 6Q: 3 clusters Score -7356358 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -7358695.500000 Penalty: 5575.964844
	Iteration 7F: 3 clusters Score -7358696 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -7362110.500000 Penalty: 5575.964844
	Iteration 8F: 3 clusters Score -7362110 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 59125 members 
Entering Unmasked Estep 
Score: -7366492.000000 Penalty: 5575.964844
	Iteration 9F: 3 clusters Score -7366492 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -7371190.000000 Penalty: 5575.964844
	Iteration 10F: 3 clusters Score -7371190 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 68109 members 
Entering Unmasked Estep 
Score: -7374826.000000 Penalty: 5575.964844
	Iteration 11F: 3 clusters Score -7374826 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -7377213.000000 Penalty: 5575.964844
	Iteration 12Q: 3 clusters Score -7377213 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -7378658.000000 Penalty: 5575.964844
	Iteration 13Q: 3 clusters Score -7378658 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
Score: -7379382.500000 Penalty: 5575.964844
	Iteration 14Q: 3 clusters Score -7379382 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 73739 members 
Entering Unmasked Estep 
Score: -7379862.000000 Penalty: 5575.964844
	Iteration 15Q: 3 clusters Score -7379862 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 74173 members 
Entering Unmasked Estep 
Score: -7380174.000000 Penalty: 5575.964844
	Iteration 16Q: 3 clusters Score -7380174 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 74474 members 
Entering Unmasked Estep 
Score: -7380346.500000 Penalty: 5575.964844
	Iteration 17Q: 3 clusters Score -7380346 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 74672 members 
Entering Unmasked Estep 
Score: -7380474.500000 Penalty: 5575.964844
	Iteration 18Q: 3 clusters Score -7380474 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 74811 members 
Entering Unmasked Estep 
Score: -7380579.000000 Penalty: 5575.964844
	Iteration 19Q: 3 clusters Score -7380579 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 74917 members 
Entering Unmasked Estep 
Score: -7380624.000000 Penalty: 5575.964844
	Iteration 20F: 3 clusters Score -7380624 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
Score: -7380692.500000 Penalty: 5575.964844
	Iteration 21Q: 3 clusters Score -7380692 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 75092 members 
Entering Unmasked Estep 
Score: -7380757.000000 Penalty: 5575.964844
	Iteration 22Q: 3 clusters Score -7380757 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -7380791.000000 Penalty: 5575.964844
	Iteration 23Q: 3 clusters Score -7380791 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 75194 members 
Entering Unmasked Estep 
Score: -7380825.000000 Penalty: 5575.964844
	Iteration 24Q: 3 clusters Score -7380825 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -7380843.000000 Penalty: 5575.964844
	Iteration 25Q: 3 clusters Score -7380843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -7380849.000000 Penalty: 5575.964844
	Iteration 26Q: 3 clusters Score -7380849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -7380866.000000 Penalty: 5575.964844
	Iteration 27Q: 3 clusters Score -7380866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 75314 members 
Entering Unmasked Estep 
Score: -7380871.500000 Penalty: 5575.964844
	Iteration 28Q: 3 clusters Score -7380872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 75341 members 
Entering Unmasked Estep 
Score: -7380876.000000 Penalty: 5575.964844
	Iteration 29Q: 3 clusters Score -7380876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 75368 members 
Entering Unmasked Estep 
Score: -7380879.000000 Penalty: 5575.964844
	Iteration 30Q: 3 clusters Score -7380879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 75379 members 
Entering Unmasked Estep 
Score: -7380885.000000 Penalty: 5575.964844
	Iteration 31Q: 3 clusters Score -7380885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -7380899.500000 Penalty: 5575.964844
	Iteration 32Q: 3 clusters Score -7380900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 75398 members 
Entering Unmasked Estep 
Score: -7380905.000000 Penalty: 5575.964844
	Iteration 33Q: 3 clusters Score -7380905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 75404 members 
Entering Unmasked Estep 
Score: -7380899.500000 Penalty: 5575.964844
	Iteration 34Q: 3 clusters Score -7380900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 75412 members 
Entering Unmasked Estep 
Score: -7380906.000000 Penalty: 5575.964844
	Iteration 35Q: 3 clusters Score -7380906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -7380909.000000 Penalty: 5575.964844
	Iteration 36Q: 3 clusters Score -7380909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 75413 members 
Entering Unmasked Estep 
Score: -7380911.000000 Penalty: 5575.964844
	Iteration 37Q: 3 clusters Score -7380911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -7380916.500000 Penalty: 5575.964844
	Iteration 38Q: 3 clusters Score -7380916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -7380911.500000 Penalty: 5575.964844
	Iteration 39Q: 3 clusters Score -7380912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
Score: -7380916.500000 Penalty: 5575.964844
	Iteration 40F: 3 clusters Score -7380916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 75430 members 
Entering Unmasked Estep 
Score: -7380920.000000 Penalty: 5575.964844
	Iteration 41Q: 3 clusters Score -7380920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 75434 members 
Entering Unmasked Estep 
Score: -7380919.000000 Penalty: 5575.964844
	Iteration 42Q: 3 clusters Score -7380919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 75435 members 
Entering Unmasked Estep 
Score: -7380921.000000 Penalty: 5575.964844
	Iteration 43Q: 3 clusters Score -7380921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 75438 members 
Entering Unmasked Estep 
Score: -7380923.500000 Penalty: 5575.964844
	Iteration 44Q: 3 clusters Score -7380924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 75445 members 
Entering Unmasked Estep 
Score: -7380930.000000 Penalty: 5575.964844
	Iteration 45Q: 3 clusters Score -7380930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 75448 members 
Entering Unmasked Estep 
Score: -7380930.000000 Penalty: 5575.964844
	Iteration 46Q: 3 clusters Score -7380930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 75451 members 
Entering Unmasked Estep 
Score: -7380936.500000 Penalty: 5575.964844
	Iteration 47Q: 3 clusters Score -7380936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 75455 members 
Entering Unmasked Estep 
Score: -7380932.000000 Penalty: 5575.964844
	Iteration 48Q: 3 clusters Score -7380932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 75460 members 
Entering Unmasked Estep 
Score: -7380943.500000 Penalty: 5575.964844
	Iteration 49Q: 3 clusters Score -7380944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 75460 members 
Entering Unmasked Estep 
Score: -7380944.000000 Penalty: 5575.964844
	Iteration 50Q: 3 clusters Score -7380944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 75460 members 
Entering Unmasked Estep 
Score: -7380939.500000 Penalty: 5575.964844
	Iteration 51Q: 3 clusters Score -7380940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 75461 members 
Entering Unmasked Estep 
Score: -7380943.000000 Penalty: 5575.964844
	Iteration 52Q: 3 clusters Score -7380943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 75462 members 
Entering Unmasked Estep 
Score: -7380942.500000 Penalty: 5575.964844
	Iteration 53Q: 3 clusters Score -7380942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 75464 members 
Entering Unmasked Estep 
Score: -7380955.000000 Penalty: 5575.964844
	Iteration 54Q: 3 clusters Score -7380955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -7380949.000000 Penalty: 5575.964844
	Iteration 55Q: 3 clusters Score -7380949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -7380945.000000 Penalty: 5575.964844
	Iteration 56Q: 3 clusters Score -7380945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -7380944.000000 Penalty: 5575.964844
	Iteration 57Q: 3 clusters Score -7380944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 75470 members 
Entering Unmasked Estep 
Score: -7380947.500000 Penalty: 5575.964844
	Iteration 58Q: 3 clusters Score -7380948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 75474 members 
Entering Unmasked Estep 
Score: -7380951.500000 Penalty: 5575.964844
	Iteration 59Q: 3 clusters Score -7380952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -7380951.000000 Penalty: 5575.964844
	Iteration 60F: 3 clusters Score -7380951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 75483 members 
Entering Unmasked Estep 
Score: -7380953.000000 Penalty: 5575.964844
	Iteration 61Q: 3 clusters Score -7380953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 75484 members 
Entering Unmasked Estep 
Score: -7380955.500000 Penalty: 5575.964844
	Iteration 62Q: 3 clusters Score -7380956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 75485 members 
Entering Unmasked Estep 
Score: -7380956.000000 Penalty: 5575.964844
	Iteration 63Q: 3 clusters Score -7380956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 75486 members 
Entering Unmasked Estep 
Score: -7380955.500000 Penalty: 5575.964844
	Iteration 64Q: 3 clusters Score -7380956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 75486 members 
Entering Unmasked Estep 
Score: -7380955.500000 Penalty: 5575.964844
	Iteration 65F: 3 clusters Score -7380956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Entering Unmasked Estep 
Score: -917030.312500 Penalty: 2275.636963
	Iteration 0F: 2 clusters Score -917030.3 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 4810 members 
Entering Unmasked Estep 
Score: -909586.000000 Penalty: 4551.273926
	Iteration 0F: 3 clusters Score -909586 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -911685.687500 Penalty: 4551.273926
	Iteration 1F: 3 clusters Score -911685.7 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -911987.000000 Penalty: 4551.273926
	Iteration 2F: 3 clusters Score -911987 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -912213.250000 Penalty: 4551.273926
	Iteration 3F: 3 clusters Score -912213.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -912412.437500 Penalty: 4551.273926
	Iteration 4Q: 3 clusters Score -912412.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -912605.000000 Penalty: 4551.273926
	Iteration 5Q: 3 clusters Score -912605 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -912804.687500 Penalty: 4551.273926
	Iteration 6Q: 3 clusters Score -912804.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -913006.500000 Penalty: 4551.273926
	Iteration 7Q: 3 clusters Score -913006.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -913197.250000 Penalty: 4551.273926
	Iteration 8Q: 3 clusters Score -913197.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -913389.187500 Penalty: 4551.273926
	Iteration 9Q: 3 clusters Score -913389.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -913598.562500 Penalty: 4551.273926
	Iteration 10Q: 3 clusters Score -913598.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -913870.125000 Penalty: 4551.273926
	Iteration 11Q: 3 clusters Score -913870.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -914211.937500 Penalty: 4551.273926
	Iteration 12Q: 3 clusters Score -914211.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -914573.562500 Penalty: 4551.273926
	Iteration 13Q: 3 clusters Score -914573.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -914893.000000 Penalty: 4551.273926
	Iteration 14Q: 3 clusters Score -914893 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -915084.000000 Penalty: 4551.273926
	Iteration 15Q: 3 clusters Score -915084 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -915178.687500 Penalty: 4551.273926
	Iteration 16Q: 3 clusters Score -915178.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -915231.687500 Penalty: 4551.273926
	Iteration 17Q: 3 clusters Score -915231.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -915264.687500 Penalty: 4551.273926
	Iteration 18Q: 3 clusters Score -915264.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -915287.187500 Penalty: 4551.273926
	Iteration 19Q: 3 clusters Score -915287.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -915307.562500 Penalty: 4551.273926
	Iteration 20F: 3 clusters Score -915307.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -915334.375000 Penalty: 4551.273926
	Iteration 21Q: 3 clusters Score -915334.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -915354.937500 Penalty: 4551.273926
	Iteration 22Q: 3 clusters Score -915354.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -915371.937500 Penalty: 4551.273926
	Iteration 23Q: 3 clusters Score -915371.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -915390.562500 Penalty: 4551.273926
	Iteration 24Q: 3 clusters Score -915390.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -915415.437500 Penalty: 4551.273926
	Iteration 25Q: 3 clusters Score -915415.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -915436.875000 Penalty: 4551.273926
	Iteration 26Q: 3 clusters Score -915436.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -915462.187500 Penalty: 4551.273926
	Iteration 27Q: 3 clusters Score -915462.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -915494.875000 Penalty: 4551.273926
	Iteration 28Q: 3 clusters Score -915494.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -915524.687500 Penalty: 4551.273926
	Iteration 29Q: 3 clusters Score -915524.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -915546.562500 Penalty: 4551.273926
	Iteration 30Q: 3 clusters Score -915546.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -915564.812500 Penalty: 4551.273926
	Iteration 31Q: 3 clusters Score -915564.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -915589.937500 Penalty: 4551.273926
	Iteration 32Q: 3 clusters Score -915589.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -915609.312500 Penalty: 4551.273926
	Iteration 33Q: 3 clusters Score -915609.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -915630.625000 Penalty: 4551.273926
	Iteration 34Q: 3 clusters Score -915630.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -915642.187500 Penalty: 4551.273926
	Iteration 35Q: 3 clusters Score -915642.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -915655.250000 Penalty: 4551.273926
	Iteration 36Q: 3 clusters Score -915655.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -915661.000000 Penalty: 4551.273926
	Iteration 37Q: 3 clusters Score -915661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -915668.000000 Penalty: 4551.273926
	Iteration 38Q: 3 clusters Score -915668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -915674.625000 Penalty: 4551.273926
	Iteration 39Q: 3 clusters Score -915674.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -915677.250000 Penalty: 4551.273926
	Iteration 40F: 3 clusters Score -915677.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -915682.625000 Penalty: 4551.273926
	Iteration 41Q: 3 clusters Score -915682.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -915686.062500 Penalty: 4551.273926
	Iteration 42Q: 3 clusters Score -915686.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -915689.687500 Penalty: 4551.273926
	Iteration 43Q: 3 clusters Score -915689.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -915692.375000 Penalty: 4551.273926
	Iteration 44Q: 3 clusters Score -915692.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -915694.500000 Penalty: 4551.273926
	Iteration 45Q: 3 clusters Score -915694.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -915695.125000 Penalty: 4551.273926
	Iteration 46Q: 3 clusters Score -915695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -915693.875000 Penalty: 4551.273926
	Iteration 47Q: 3 clusters Score -915693.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -915693.625000 Penalty: 4551.273926
	Iteration 48Q: 3 clusters Score -915693.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -915695.500000 Penalty: 4551.273926
	Iteration 49Q: 3 clusters Score -915695.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -915695.125000 Penalty: 4551.273926
	Iteration 50Q: 3 clusters Score -915695.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -915696.562500 Penalty: 4551.273926
	Iteration 51Q: 3 clusters Score -915696.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -915696.562500 Penalty: 4551.273926
	Iteration 52F: 3 clusters Score -915696.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (229844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229844 members 
Entering Unmasked Estep 
Score: -22611020.000000 Penalty: 3061.598633
	Iteration 0F: 2 clusters Score -2.261102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114571 members 
Mstep: Class 2 contains 115273 members 
Entering Unmasked Estep 
Score: -22457280.000000 Penalty: 6123.197266
	Iteration 0F: 3 clusters Score -2.245728e+07 nChanged 110724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109265 members 
Mstep: Class 2 contains 120579 members 
Entering Unmasked Estep 
Score: -22522180.000000 Penalty: 6123.197266
	Iteration 1F: 3 clusters Score -2.252218e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105028 members 
Mstep: Class 2 contains 124816 members 
Entering Unmasked Estep 
Score: -22523952.000000 Penalty: 6123.197266
	Iteration 2Q: 3 clusters Score -2.252395e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98271 members 
Mstep: Class 2 contains 131573 members 
Entering Unmasked Estep 
Score: -22527004.000000 Penalty: 6123.197266
	Iteration 3Q: 3 clusters Score -2.2527e+07 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87789 members 
Mstep: Class 2 contains 142055 members 
Entering Unmasked Estep 
Score: -22532666.000000 Penalty: 6123.197266
	Iteration 4F: 3 clusters Score -2.253267e+07 nChanged 16087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 157154 members 
Entering Unmasked Estep 
Score: -22543174.000000 Penalty: 6123.197266
	Iteration 5F: 3 clusters Score -2.254317e+07 nChanged 19941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 176481 members 
Entering Unmasked Estep 
Score: -22559364.000000 Penalty: 6123.197266
	Iteration 6F: 3 clusters Score -2.255936e+07 nChanged 20297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 196352 members 
Entering Unmasked Estep 
Score: -22577848.000000 Penalty: 6123.197266
	Iteration 7F: 3 clusters Score -2.257785e+07 nChanged 15549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 211739 members 
Entering Unmasked Estep 
Score: -22592286.000000 Penalty: 6123.197266
	Iteration 8F: 3 clusters Score -2.259229e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 221065 members 
Entering Unmasked Estep 
Score: -22600928.000000 Penalty: 6123.197266
	Iteration 9Q: 3 clusters Score -2.260093e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 225932 members 
Entering Unmasked Estep 
Score: -22605512.000000 Penalty: 6123.197266
	Iteration 10Q: 3 clusters Score -2.260551e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 227957 members 
Entering Unmasked Estep 
Score: -22607308.000000 Penalty: 6123.197266
	Iteration 11Q: 3 clusters Score -2.260731e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 228665 members 
Entering Unmasked Estep 
Score: -22607924.000000 Penalty: 6123.197266
	Iteration 12Q: 3 clusters Score -2.260792e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 228921 members 
Entering Unmasked Estep 
Score: -22608252.000000 Penalty: 6123.197266
	Iteration 13Q: 3 clusters Score -2.260825e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 229017 members 
Entering Unmasked Estep 
Score: -22608386.000000 Penalty: 6123.197266
	Iteration 14Q: 3 clusters Score -2.260839e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 229062 members 
Entering Unmasked Estep 
Score: -22608386.000000 Penalty: 6123.197266
	Iteration 15Q: 3 clusters Score -2.260839e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 229097 members 
Entering Unmasked Estep 
Score: -22608430.000000 Penalty: 6123.197266
	Iteration 16Q: 3 clusters Score -2.260843e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 229115 members 
Entering Unmasked Estep 
Score: -22608476.000000 Penalty: 6123.197266
	Iteration 17Q: 3 clusters Score -2.260848e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 229124 members 
Entering Unmasked Estep 
Score: -22608518.000000 Penalty: 6123.197266
	Iteration 18Q: 3 clusters Score -2.260852e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 229123 members 
Entering Unmasked Estep 
Score: -22608552.000000 Penalty: 6123.197266
	Iteration 19Q: 3 clusters Score -2.260855e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 229132 members 
Entering Unmasked Estep 
Score: -22608552.000000 Penalty: 6123.197266
	Iteration 20F: 3 clusters Score -2.260855e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 229141 members 
Entering Unmasked Estep 
Score: -22608568.000000 Penalty: 6123.197266
	Iteration 21Q: 3 clusters Score -2.260857e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 229148 members 
Entering Unmasked Estep 
Score: -22608592.000000 Penalty: 6123.197266
	Iteration 22Q: 3 clusters Score -2.260859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 229151 members 
Entering Unmasked Estep 
Score: -22608604.000000 Penalty: 6123.197266
	Iteration 23Q: 3 clusters Score -2.26086e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 229159 members 
Entering Unmasked Estep 
Score: -22608590.000000 Penalty: 6123.197266
	Iteration 24Q: 3 clusters Score -2.260859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 229160 members 
Entering Unmasked Estep 
Score: -22608596.000000 Penalty: 6123.197266
	Iteration 25Q: 3 clusters Score -2.26086e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 229168 members 
Entering Unmasked Estep 
Score: -22608610.000000 Penalty: 6123.197266
	Iteration 26Q: 3 clusters Score -2.260861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 229174 members 
Entering Unmasked Estep 
Score: -22608628.000000 Penalty: 6123.197266
	Iteration 27Q: 3 clusters Score -2.260863e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 229175 members 
Entering Unmasked Estep 
Score: -22608658.000000 Penalty: 6123.197266
	Iteration 28Q: 3 clusters Score -2.260866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 229168 members 
Entering Unmasked Estep 
Score: -22608676.000000 Penalty: 6123.197266
	Iteration 29Q: 3 clusters Score -2.260868e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 229169 members 
Entering Unmasked Estep 
Score: -22608682.000000 Penalty: 6123.197266
	Iteration 30Q: 3 clusters Score -2.260868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 229170 members 
Entering Unmasked Estep 
Score: -22608706.000000 Penalty: 6123.197266
	Iteration 31Q: 3 clusters Score -2.260871e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 229172 members 
Entering Unmasked Estep 
Score: -22608718.000000 Penalty: 6123.197266
	Iteration 32Q: 3 clusters Score -2.260872e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 229171 members 
Entering Unmasked Estep 
Score: -22608722.000000 Penalty: 6123.197266
	Iteration 33Q: 3 clusters Score -2.260872e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 229171 members 
Entering Unmasked Estep 
Score: -22608742.000000 Penalty: 6123.197266
	Iteration 34Q: 3 clusters Score -2.260874e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 229169 members 
Entering Unmasked Estep 
Score: -22608748.000000 Penalty: 6123.197266
	Iteration 35Q: 3 clusters Score -2.260875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 229167 members 
Entering Unmasked Estep 
Score: -22608768.000000 Penalty: 6123.197266
	Iteration 36Q: 3 clusters Score -2.260877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 229165 members 
Entering Unmasked Estep 
Score: -22608790.000000 Penalty: 6123.197266
	Iteration 37Q: 3 clusters Score -2.260879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 229169 members 
Entering Unmasked Estep 
Score: -22608796.000000 Penalty: 6123.197266
	Iteration 38Q: 3 clusters Score -2.26088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 229172 members 
Entering Unmasked Estep 
Score: -22608794.000000 Penalty: 6123.197266
	Iteration 39Q: 3 clusters Score -2.260879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 229175 members 
Entering Unmasked Estep 
Score: -22608784.000000 Penalty: 6123.197266
	Iteration 40F: 3 clusters Score -2.260878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 229172 members 
Entering Unmasked Estep 
Score: -22608804.000000 Penalty: 6123.197266
	Iteration 41Q: 3 clusters Score -2.26088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 229169 members 
Entering Unmasked Estep 
Score: -22608816.000000 Penalty: 6123.197266
	Iteration 42Q: 3 clusters Score -2.260882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 229168 members 
Entering Unmasked Estep 
Score: -22608808.000000 Penalty: 6123.197266
	Iteration 43Q: 3 clusters Score -2.260881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 229170 members 
Entering Unmasked Estep 
Score: -22608812.000000 Penalty: 6123.197266
	Iteration 44Q: 3 clusters Score -2.260881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 229170 members 
Entering Unmasked Estep 
Score: -22608814.000000 Penalty: 6123.197266
	Iteration 45Q: 3 clusters Score -2.260881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 229170 members 
Entering Unmasked Estep 
Score: -22608814.000000 Penalty: 6123.197266
	Iteration 46F: 3 clusters Score -2.260881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Entering Unmasked Estep 
Score: -677476.875000 Penalty: 2201.452148
	Iteration 0F: 2 clusters Score -677476.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -671572.625000 Penalty: 4402.904297
	Iteration 0F: 3 clusters Score -671572.6 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -673142.000000 Penalty: 4402.904297
	Iteration 1F: 3 clusters Score -673142 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -673361.875000 Penalty: 4402.904297
	Iteration 2F: 3 clusters Score -673361.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -673522.250000 Penalty: 4402.904297
	Iteration 3Q: 3 clusters Score -673522.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -673663.187500 Penalty: 4402.904297
	Iteration 4Q: 3 clusters Score -673663.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -673787.375000 Penalty: 4402.904297
	Iteration 5Q: 3 clusters Score -673787.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -673909.500000 Penalty: 4402.904297
	Iteration 6Q: 3 clusters Score -673909.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -674079.187500 Penalty: 4402.904297
	Iteration 7Q: 3 clusters Score -674079.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -674232.375000 Penalty: 4402.904297
	Iteration 8Q: 3 clusters Score -674232.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -674373.062500 Penalty: 4402.904297
	Iteration 9Q: 3 clusters Score -674373.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -674521.375000 Penalty: 4402.904297
	Iteration 10Q: 3 clusters Score -674521.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -674660.375000 Penalty: 4402.904297
	Iteration 11Q: 3 clusters Score -674660.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -674800.750000 Penalty: 4402.904297
	Iteration 12Q: 3 clusters Score -674800.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -674951.812500 Penalty: 4402.904297
	Iteration 13Q: 3 clusters Score -674951.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -675086.437500 Penalty: 4402.904297
	Iteration 14Q: 3 clusters Score -675086.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -675224.562500 Penalty: 4402.904297
	Iteration 15Q: 3 clusters Score -675224.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -675335.125000 Penalty: 4402.904297
	Iteration 16Q: 3 clusters Score -675335.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -675433.937500 Penalty: 4402.904297
	Iteration 17Q: 3 clusters Score -675433.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -675540.062500 Penalty: 4402.904297
	Iteration 18Q: 3 clusters Score -675540.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -675623.750000 Penalty: 4402.904297
	Iteration 19Q: 3 clusters Score -675623.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -675684.437500 Penalty: 4402.904297
	Iteration 20F: 3 clusters Score -675684.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -675741.437500 Penalty: 4402.904297
	Iteration 21Q: 3 clusters Score -675741.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -675789.125000 Penalty: 4402.904297
	Iteration 22Q: 3 clusters Score -675789.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -675836.437500 Penalty: 4402.904297
	Iteration 23Q: 3 clusters Score -675836.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -675898.062500 Penalty: 4402.904297
	Iteration 24Q: 3 clusters Score -675898.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -675941.875000 Penalty: 4402.904297
	Iteration 25Q: 3 clusters Score -675941.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -675977.437500 Penalty: 4402.904297
	Iteration 26Q: 3 clusters Score -675977.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -676019.250000 Penalty: 4402.904297
	Iteration 27Q: 3 clusters Score -676019.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -676043.312500 Penalty: 4402.904297
	Iteration 28Q: 3 clusters Score -676043.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -676054.687500 Penalty: 4402.904297
	Iteration 29Q: 3 clusters Score -676054.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -676065.500000 Penalty: 4402.904297
	Iteration 30Q: 3 clusters Score -676065.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -676076.875000 Penalty: 4402.904297
	Iteration 31Q: 3 clusters Score -676076.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -676082.437500 Penalty: 4402.904297
	Iteration 32Q: 3 clusters Score -676082.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -676089.375000 Penalty: 4402.904297
	Iteration 33Q: 3 clusters Score -676089.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -676094.562500 Penalty: 4402.904297
	Iteration 34Q: 3 clusters Score -676094.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -676097.125000 Penalty: 4402.904297
	Iteration 35Q: 3 clusters Score -676097.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -676096.062500 Penalty: 4402.904297
	Iteration 36Q: 3 clusters Score -676096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -676098.750000 Penalty: 4402.904297
	Iteration 37Q: 3 clusters Score -676098.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -676100.125000 Penalty: 4402.904297
	Iteration 38Q: 3 clusters Score -676100.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -676102.125000 Penalty: 4402.904297
	Iteration 39Q: 3 clusters Score -676102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -676103.562500 Penalty: 4402.904297
	Iteration 40F: 3 clusters Score -676103.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -676104.625000 Penalty: 4402.904297
	Iteration 41Q: 3 clusters Score -676104.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -676104.625000 Penalty: 4402.904297
	Iteration 42F: 3 clusters Score -676104.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (219520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219520 members 
Entering Unmasked Estep 
Score: -21489978.000000 Penalty: 3050.201172
	Iteration 0F: 2 clusters Score -2.148998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109693 members 
Mstep: Class 2 contains 109827 members 
Entering Unmasked Estep 
Score: -21344958.000000 Penalty: 6100.402344
	Iteration 0F: 3 clusters Score -2.134496e+07 nChanged 106127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108388 members 
Mstep: Class 2 contains 111132 members 
Entering Unmasked Estep 
Score: -21406966.000000 Penalty: 6100.402344
	Iteration 1F: 3 clusters Score -2.140697e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 111599 members 
Entering Unmasked Estep 
Score: -21407764.000000 Penalty: 6100.402344
	Iteration 2Q: 3 clusters Score -2.140776e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107212 members 
Mstep: Class 2 contains 112308 members 
Entering Unmasked Estep 
Score: -21408824.000000 Penalty: 6100.402344
	Iteration 3Q: 3 clusters Score -2.140882e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106169 members 
Mstep: Class 2 contains 113351 members 
Entering Unmasked Estep 
Score: -21410142.000000 Penalty: 6100.402344
	Iteration 4Q: 3 clusters Score -2.141014e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104663 members 
Mstep: Class 2 contains 114857 members 
Entering Unmasked Estep 
Score: -21411630.000000 Penalty: 6100.402344
	Iteration 5Q: 3 clusters Score -2.141163e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102415 members 
Mstep: Class 2 contains 117105 members 
Entering Unmasked Estep 
Score: -21413534.000000 Penalty: 6100.402344
	Iteration 6Q: 3 clusters Score -2.141353e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99151 members 
Mstep: Class 2 contains 120369 members 
Entering Unmasked Estep 
Score: -21415914.000000 Penalty: 6100.402344
	Iteration 7Q: 3 clusters Score -2.141591e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94488 members 
Mstep: Class 2 contains 125032 members 
Entering Unmasked Estep 
Score: -21419246.000000 Penalty: 6100.402344
	Iteration 8Q: 3 clusters Score -2.141925e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 131426 members 
Entering Unmasked Estep 
Score: -21423836.000000 Penalty: 6100.402344
	Iteration 9Q: 3 clusters Score -2.142384e+07 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79613 members 
Mstep: Class 2 contains 139907 members 
Entering Unmasked Estep 
Score: -21429962.000000 Penalty: 6100.402344
	Iteration 10Q: 3 clusters Score -2.142996e+07 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Mstep: Class 2 contains 150259 members 
Entering Unmasked Estep 
Score: -21437142.000000 Penalty: 6100.402344
	Iteration 11F: 3 clusters Score -2.143714e+07 nChanged 12421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 161860 members 
Entering Unmasked Estep 
Score: -21445638.000000 Penalty: 6100.402344
	Iteration 12F: 3 clusters Score -2.144564e+07 nChanged 12061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 173519 members 
Entering Unmasked Estep 
Score: -21454076.000000 Penalty: 6100.402344
	Iteration 13F: 3 clusters Score -2.145408e+07 nChanged 11083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 184426 members 
Entering Unmasked Estep 
Score: -21461620.000000 Penalty: 6100.402344
	Iteration 14F: 3 clusters Score -2.146162e+07 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 194088 members 
Entering Unmasked Estep 
Score: -21468452.000000 Penalty: 6100.402344
	Iteration 15Q: 3 clusters Score -2.146845e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 202191 members 
Entering Unmasked Estep 
Score: -21474244.000000 Penalty: 6100.402344
	Iteration 16Q: 3 clusters Score -2.147424e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 208627 members 
Entering Unmasked Estep 
Score: -21479066.000000 Penalty: 6100.402344
	Iteration 17Q: 3 clusters Score -2.147907e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 213196 members 
Entering Unmasked Estep 
Score: -21482730.000000 Penalty: 6100.402344
	Iteration 18Q: 3 clusters Score -2.148273e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 216071 members 
Entering Unmasked Estep 
Score: -21484722.000000 Penalty: 6100.402344
	Iteration 19Q: 3 clusters Score -2.148472e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 217564 members 
Entering Unmasked Estep 
Score: -21485908.000000 Penalty: 6100.402344
	Iteration 20F: 3 clusters Score -2.148591e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 218313 members 
Entering Unmasked Estep 
Score: -21486500.000000 Penalty: 6100.402344
	Iteration 21Q: 3 clusters Score -2.14865e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 218671 members 
Entering Unmasked Estep 
Score: -21486804.000000 Penalty: 6100.402344
	Iteration 22Q: 3 clusters Score -2.14868e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 218826 members 
Entering Unmasked Estep 
Score: -21487004.000000 Penalty: 6100.402344
	Iteration 23Q: 3 clusters Score -2.1487e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 218911 members 
Entering Unmasked Estep 
Score: -21487110.000000 Penalty: 6100.402344
	Iteration 24Q: 3 clusters Score -2.148711e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 218970 members 
Entering Unmasked Estep 
Score: -21487174.000000 Penalty: 6100.402344
	Iteration 25Q: 3 clusters Score -2.148717e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 218993 members 
Entering Unmasked Estep 
Score: -21487184.000000 Penalty: 6100.402344
	Iteration 26Q: 3 clusters Score -2.148718e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 219016 members 
Entering Unmasked Estep 
Score: -21487254.000000 Penalty: 6100.402344
	Iteration 27Q: 3 clusters Score -2.148725e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 219033 members 
Entering Unmasked Estep 
Score: -21487296.000000 Penalty: 6100.402344
	Iteration 28Q: 3 clusters Score -2.14873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 219049 members 
Entering Unmasked Estep 
Score: -21487294.000000 Penalty: 6100.402344
	Iteration 29Q: 3 clusters Score -2.148729e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 219058 members 
Entering Unmasked Estep 
Score: -21487316.000000 Penalty: 6100.402344
	Iteration 30Q: 3 clusters Score -2.148732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 219065 members 
Entering Unmasked Estep 
Score: -21487336.000000 Penalty: 6100.402344
	Iteration 31Q: 3 clusters Score -2.148734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 219068 members 
Entering Unmasked Estep 
Score: -21487350.000000 Penalty: 6100.402344
	Iteration 32Q: 3 clusters Score -2.148735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 219074 members 
Entering Unmasked Estep 
Score: -21487350.000000 Penalty: 6100.402344
	Iteration 33Q: 3 clusters Score -2.148735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 219075 members 
Entering Unmasked Estep 
Score: -21487340.000000 Penalty: 6100.402344
	Iteration 34Q: 3 clusters Score -2.148734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 219078 members 
Entering Unmasked Estep 
Score: -21487342.000000 Penalty: 6100.402344
	Iteration 35Q: 3 clusters Score -2.148734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 219081 members 
Entering Unmasked Estep 
Score: -21487346.000000 Penalty: 6100.402344
	Iteration 36Q: 3 clusters Score -2.148735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 219082 members 
Entering Unmasked Estep 
Score: -21487346.000000 Penalty: 6100.402344
	Iteration 37Q: 3 clusters Score -2.148735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 219085 members 
Entering Unmasked Estep 
Score: -21487332.000000 Penalty: 6100.402344
	Iteration 38Q: 3 clusters Score -2.148733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 219086 members 
Entering Unmasked Estep 
Score: -21487338.000000 Penalty: 6100.402344
	Iteration 39Q: 3 clusters Score -2.148734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 219087 members 
Entering Unmasked Estep 
Score: -21487340.000000 Penalty: 6100.402344
	Iteration 40F: 3 clusters Score -2.148734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Entering Unmasked Estep 
Score: -549502.312500 Penalty: 2154.025146
	Iteration 0F: 2 clusters Score -549502.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -544409.625000 Penalty: 4308.050293
	Iteration 0F: 3 clusters Score -544409.6 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -545756.125000 Penalty: 4308.050293
	Iteration 1F: 3 clusters Score -545756.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -546110.500000 Penalty: 4308.050293
	Iteration 2F: 3 clusters Score -546110.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -546395.437500 Penalty: 4308.050293
	Iteration 3F: 3 clusters Score -546395.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -546683.750000 Penalty: 4308.050293
	Iteration 4F: 3 clusters Score -546683.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -546984.687500 Penalty: 4308.050293
	Iteration 5F: 3 clusters Score -546984.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -547293.500000 Penalty: 4308.050293
	Iteration 6F: 3 clusters Score -547293.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -547519.562500 Penalty: 4308.050293
	Iteration 7F: 3 clusters Score -547519.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -547649.187500 Penalty: 4308.050293
	Iteration 8Q: 3 clusters Score -547649.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -547737.062500 Penalty: 4308.050293
	Iteration 9Q: 3 clusters Score -547737.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -547796.625000 Penalty: 4308.050293
	Iteration 10Q: 3 clusters Score -547796.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -547837.187500 Penalty: 4308.050293
	Iteration 11Q: 3 clusters Score -547837.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -547870.062500 Penalty: 4308.050293
	Iteration 12Q: 3 clusters Score -547870.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -547893.687500 Penalty: 4308.050293
	Iteration 13Q: 3 clusters Score -547893.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -547909.687500 Penalty: 4308.050293
	Iteration 14Q: 3 clusters Score -547909.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -547921.875000 Penalty: 4308.050293
	Iteration 15Q: 3 clusters Score -547921.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -547930.062500 Penalty: 4308.050293
	Iteration 16Q: 3 clusters Score -547930.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -547935.125000 Penalty: 4308.050293
	Iteration 17Q: 3 clusters Score -547935.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -547938.812500 Penalty: 4308.050293
	Iteration 18Q: 3 clusters Score -547938.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -547940.437500 Penalty: 4308.050293
	Iteration 19Q: 3 clusters Score -547940.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -547943.125000 Penalty: 4308.050293
	Iteration 20F: 3 clusters Score -547943.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -547946.312500 Penalty: 4308.050293
	Iteration 21Q: 3 clusters Score -547946.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -547946.750000 Penalty: 4308.050293
	Iteration 22Q: 3 clusters Score -547946.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -547947.250000 Penalty: 4308.050293
	Iteration 23Q: 3 clusters Score -547947.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -547947.250000 Penalty: 4308.050293
	Iteration 24F: 3 clusters Score -547947.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Entering Unmasked Estep 
Score: -979439.875000 Penalty: 2290.819824
	Iteration 0F: 2 clusters Score -979439.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -971594.000000 Penalty: 4581.639648
	Iteration 0F: 3 clusters Score -971594 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -973881.875000 Penalty: 4581.639648
	Iteration 1F: 3 clusters Score -973881.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -974159.625000 Penalty: 4581.639648
	Iteration 2F: 3 clusters Score -974159.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -974365.437500 Penalty: 4581.639648
	Iteration 3Q: 3 clusters Score -974365.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -974513.750000 Penalty: 4581.639648
	Iteration 4Q: 3 clusters Score -974513.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -974659.812500 Penalty: 4581.639648
	Iteration 5Q: 3 clusters Score -974659.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -974803.062500 Penalty: 4581.639648
	Iteration 6Q: 3 clusters Score -974803.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -974960.812500 Penalty: 4581.639648
	Iteration 7Q: 3 clusters Score -974960.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -975152.437500 Penalty: 4581.639648
	Iteration 8Q: 3 clusters Score -975152.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -975419.562500 Penalty: 4581.639648
	Iteration 9Q: 3 clusters Score -975419.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -975819.875000 Penalty: 4581.639648
	Iteration 10Q: 3 clusters Score -975819.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -976305.750000 Penalty: 4581.639648
	Iteration 11Q: 3 clusters Score -976305.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -976776.125000 Penalty: 4581.639648
	Iteration 12F: 3 clusters Score -976776.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -977180.375000 Penalty: 4581.639648
	Iteration 13Q: 3 clusters Score -977180.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -977515.875000 Penalty: 4581.639648
	Iteration 14Q: 3 clusters Score -977515.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -977778.062500 Penalty: 4581.639648
	Iteration 15Q: 3 clusters Score -977778.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -977968.312500 Penalty: 4581.639648
	Iteration 16Q: 3 clusters Score -977968.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -978119.062500 Penalty: 4581.639648
	Iteration 17Q: 3 clusters Score -978119.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -978229.875000 Penalty: 4581.639648
	Iteration 18Q: 3 clusters Score -978229.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -978288.125000 Penalty: 4581.639648
	Iteration 19Q: 3 clusters Score -978288.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -978338.125000 Penalty: 4581.639648
	Iteration 20F: 3 clusters Score -978338.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -978368.875000 Penalty: 4581.639648
	Iteration 21Q: 3 clusters Score -978368.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -978393.750000 Penalty: 4581.639648
	Iteration 22Q: 3 clusters Score -978393.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -978406.125000 Penalty: 4581.639648
	Iteration 23Q: 3 clusters Score -978406.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -978414.437500 Penalty: 4581.639648
	Iteration 24Q: 3 clusters Score -978414.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -978422.812500 Penalty: 4581.639648
	Iteration 25Q: 3 clusters Score -978422.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -978430.312500 Penalty: 4581.639648
	Iteration 26Q: 3 clusters Score -978430.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -978439.437500 Penalty: 4581.639648
	Iteration 27Q: 3 clusters Score -978439.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -978446.937500 Penalty: 4581.639648
	Iteration 28Q: 3 clusters Score -978446.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -978454.812500 Penalty: 4581.639648
	Iteration 29Q: 3 clusters Score -978454.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -978456.812500 Penalty: 4581.639648
	Iteration 30Q: 3 clusters Score -978456.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -978461.937500 Penalty: 4581.639648
	Iteration 31Q: 3 clusters Score -978461.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -978468.812500 Penalty: 4581.639648
	Iteration 32Q: 3 clusters Score -978468.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -978474.250000 Penalty: 4581.639648
	Iteration 33Q: 3 clusters Score -978474.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -978475.812500 Penalty: 4581.639648
	Iteration 34Q: 3 clusters Score -978475.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -978478.750000 Penalty: 4581.639648
	Iteration 35Q: 3 clusters Score -978478.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -978480.750000 Penalty: 4581.639648
	Iteration 36Q: 3 clusters Score -978480.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -978482.187500 Penalty: 4581.639648
	Iteration 37Q: 3 clusters Score -978482.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -978482.812500 Penalty: 4581.639648
	Iteration 38Q: 3 clusters Score -978482.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -978488.062500 Penalty: 4581.639648
	Iteration 39Q: 3 clusters Score -978488.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -978492.062500 Penalty: 4581.639648
	Iteration 40F: 3 clusters Score -978492.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -978496.500000 Penalty: 4581.639648
	Iteration 41Q: 3 clusters Score -978496.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -978502.500000 Penalty: 4581.639648
	Iteration 42Q: 3 clusters Score -978502.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -978512.187500 Penalty: 4581.639648
	Iteration 43Q: 3 clusters Score -978512.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -978528.750000 Penalty: 4581.639648
	Iteration 44Q: 3 clusters Score -978528.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -978557.750000 Penalty: 4581.639648
	Iteration 45Q: 3 clusters Score -978557.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -978608.687500 Penalty: 4581.639648
	Iteration 46Q: 3 clusters Score -978608.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -978674.562500 Penalty: 4581.639648
	Iteration 47Q: 3 clusters Score -978674.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -978753.937500 Penalty: 4581.639648
	Iteration 48Q: 3 clusters Score -978753.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -978817.750000 Penalty: 4581.639648
	Iteration 49Q: 3 clusters Score -978817.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -978852.750000 Penalty: 4581.639648
	Iteration 50Q: 3 clusters Score -978852.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -978868.687500 Penalty: 4581.639648
	Iteration 51Q: 3 clusters Score -978868.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -978876.750000 Penalty: 4581.639648
	Iteration 52Q: 3 clusters Score -978876.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -978884.062500 Penalty: 4581.639648
	Iteration 53Q: 3 clusters Score -978884.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -978886.625000 Penalty: 4581.639648
	Iteration 54Q: 3 clusters Score -978886.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -978886.812500 Penalty: 4581.639648
	Iteration 55Q: 3 clusters Score -978886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -978886.437500 Penalty: 4581.639648
	Iteration 56Q: 3 clusters Score -978886.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -978887.250000 Penalty: 4581.639648
	Iteration 57Q: 3 clusters Score -978887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -978887.062500 Penalty: 4581.639648
	Iteration 58Q: 3 clusters Score -978887.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -978887.062500 Penalty: 4581.639648
	Iteration 59F: 3 clusters Score -978887.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Entering Unmasked Estep 
Score: -761788.125000 Penalty: 2230.308594
	Iteration 0F: 2 clusters Score -761788.1 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 4001 members 
Entering Unmasked Estep 
Score: -755304.375000 Penalty: 4460.617188
	Iteration 0F: 3 clusters Score -755304.4 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -757038.000000 Penalty: 4460.617188
	Iteration 1F: 3 clusters Score -757038 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -757328.625000 Penalty: 4460.617188
	Iteration 2F: 3 clusters Score -757328.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -757529.375000 Penalty: 4460.617188
	Iteration 3F: 3 clusters Score -757529.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -757687.000000 Penalty: 4460.617188
	Iteration 4Q: 3 clusters Score -757687 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -757809.125000 Penalty: 4460.617188
	Iteration 5Q: 3 clusters Score -757809.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -757902.000000 Penalty: 4460.617188
	Iteration 6Q: 3 clusters Score -757902 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -757992.500000 Penalty: 4460.617188
	Iteration 7Q: 3 clusters Score -757992.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -758068.937500 Penalty: 4460.617188
	Iteration 8Q: 3 clusters Score -758068.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -758165.562500 Penalty: 4460.617188
	Iteration 9Q: 3 clusters Score -758165.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -758269.125000 Penalty: 4460.617188
	Iteration 10Q: 3 clusters Score -758269.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -758379.062500 Penalty: 4460.617188
	Iteration 11Q: 3 clusters Score -758379.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -758528.875000 Penalty: 4460.617188
	Iteration 12Q: 3 clusters Score -758528.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -758735.437500 Penalty: 4460.617188
	Iteration 13Q: 3 clusters Score -758735.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -758966.625000 Penalty: 4460.617188
	Iteration 14Q: 3 clusters Score -758966.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -759199.250000 Penalty: 4460.617188
	Iteration 15Q: 3 clusters Score -759199.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -759407.687500 Penalty: 4460.617188
	Iteration 16Q: 3 clusters Score -759407.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -759591.312500 Penalty: 4460.617188
	Iteration 17Q: 3 clusters Score -759591.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -759733.062500 Penalty: 4460.617188
	Iteration 18Q: 3 clusters Score -759733.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -759849.437500 Penalty: 4460.617188
	Iteration 19Q: 3 clusters Score -759849.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -759959.062500 Penalty: 4460.617188
	Iteration 20F: 3 clusters Score -759959.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -760042.937500 Penalty: 4460.617188
	Iteration 21Q: 3 clusters Score -760042.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -760116.625000 Penalty: 4460.617188
	Iteration 22Q: 3 clusters Score -760116.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -760170.500000 Penalty: 4460.617188
	Iteration 23Q: 3 clusters Score -760170.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -760214.000000 Penalty: 4460.617188
	Iteration 24Q: 3 clusters Score -760214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -760241.875000 Penalty: 4460.617188
	Iteration 25Q: 3 clusters Score -760241.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -760256.187500 Penalty: 4460.617188
	Iteration 26Q: 3 clusters Score -760256.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -760264.562500 Penalty: 4460.617188
	Iteration 27Q: 3 clusters Score -760264.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -760272.875000 Penalty: 4460.617188
	Iteration 28Q: 3 clusters Score -760272.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -760279.187500 Penalty: 4460.617188
	Iteration 29Q: 3 clusters Score -760279.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -760280.625000 Penalty: 4460.617188
	Iteration 30Q: 3 clusters Score -760280.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -760284.750000 Penalty: 4460.617188
	Iteration 31Q: 3 clusters Score -760284.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -760289.375000 Penalty: 4460.617188
	Iteration 32Q: 3 clusters Score -760289.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -760296.687500 Penalty: 4460.617188
	Iteration 33Q: 3 clusters Score -760296.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -760296.187500 Penalty: 4460.617188
	Iteration 34Q: 3 clusters Score -760296.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -760296.250000 Penalty: 4460.617188
	Iteration 35Q: 3 clusters Score -760296.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -760298.375000 Penalty: 4460.617188
	Iteration 36Q: 3 clusters Score -760298.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -760298.750000 Penalty: 4460.617188
	Iteration 37Q: 3 clusters Score -760298.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -760301.875000 Penalty: 4460.617188
	Iteration 38Q: 3 clusters Score -760301.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -760304.312500 Penalty: 4460.617188
	Iteration 39Q: 3 clusters Score -760304.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -760304.125000 Penalty: 4460.617188
	Iteration 40F: 3 clusters Score -760304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -760304.437500 Penalty: 4460.617188
	Iteration 41Q: 3 clusters Score -760304.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -760304.562500 Penalty: 4460.617188
	Iteration 42Q: 3 clusters Score -760304.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -760304.562500 Penalty: 4460.617188
	Iteration 43F: 3 clusters Score -760304.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Entering Unmasked Estep 
Score: -2240167.000000 Penalty: 2492.627197
	Iteration 0F: 2 clusters Score -2240167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2224093.000000 Penalty: 4985.254395
	Iteration 0F: 3 clusters Score -2224093 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2229523.000000 Penalty: 4985.254395
	Iteration 1F: 3 clusters Score -2229523 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2229899.750000 Penalty: 4985.254395
	Iteration 2Q: 3 clusters Score -2229900 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2230241.750000 Penalty: 4985.254395
	Iteration 3Q: 3 clusters Score -2230242 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2230615.250000 Penalty: 4985.254395
	Iteration 4Q: 3 clusters Score -2230615 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2231068.500000 Penalty: 4985.254395
	Iteration 5Q: 3 clusters Score -2231068 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2231705.750000 Penalty: 4985.254395
	Iteration 6Q: 3 clusters Score -2231706 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2232532.750000 Penalty: 4985.254395
	Iteration 7F: 3 clusters Score -2232533 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2233535.750000 Penalty: 4985.254395
	Iteration 8F: 3 clusters Score -2233536 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2234523.250000 Penalty: 4985.254395
	Iteration 9F: 3 clusters Score -2234523 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2235467.000000 Penalty: 4985.254395
	Iteration 10Q: 3 clusters Score -2235467 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2236293.250000 Penalty: 4985.254395
	Iteration 11Q: 3 clusters Score -2236293 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2237047.250000 Penalty: 4985.254395
	Iteration 12Q: 3 clusters Score -2237047 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2237701.250000 Penalty: 4985.254395
	Iteration 13Q: 3 clusters Score -2237701 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2238246.250000 Penalty: 4985.254395
	Iteration 14Q: 3 clusters Score -2238246 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2238675.750000 Penalty: 4985.254395
	Iteration 15Q: 3 clusters Score -2238676 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2238908.750000 Penalty: 4985.254395
	Iteration 16Q: 3 clusters Score -2238909 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2239057.500000 Penalty: 4985.254395
	Iteration 17Q: 3 clusters Score -2239058 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2239158.000000 Penalty: 4985.254395
	Iteration 18Q: 3 clusters Score -2239158 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2239218.000000 Penalty: 4985.254395
	Iteration 19Q: 3 clusters Score -2239218 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2239271.250000 Penalty: 4985.254395
	Iteration 20F: 3 clusters Score -2239271 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2239304.250000 Penalty: 4985.254395
	Iteration 21Q: 3 clusters Score -2239304 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2239335.250000 Penalty: 4985.254395
	Iteration 22Q: 3 clusters Score -2239335 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2239352.500000 Penalty: 4985.254395
	Iteration 23Q: 3 clusters Score -2239352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2239366.500000 Penalty: 4985.254395
	Iteration 24Q: 3 clusters Score -2239366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2239370.000000 Penalty: 4985.254395
	Iteration 25Q: 3 clusters Score -2239370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2239377.000000 Penalty: 4985.254395
	Iteration 26Q: 3 clusters Score -2239377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2239379.750000 Penalty: 4985.254395
	Iteration 27Q: 3 clusters Score -2239380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2239388.000000 Penalty: 4985.254395
	Iteration 28Q: 3 clusters Score -2239388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2239393.500000 Penalty: 4985.254395
	Iteration 29Q: 3 clusters Score -2239394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2239401.250000 Penalty: 4985.254395
	Iteration 30Q: 3 clusters Score -2239401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2239402.750000 Penalty: 4985.254395
	Iteration 31Q: 3 clusters Score -2239403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2239405.500000 Penalty: 4985.254395
	Iteration 32Q: 3 clusters Score -2239406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2239407.500000 Penalty: 4985.254395
	Iteration 33Q: 3 clusters Score -2239408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2239404.750000 Penalty: 4985.254395
	Iteration 34Q: 3 clusters Score -2239405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2239407.000000 Penalty: 4985.254395
	Iteration 35Q: 3 clusters Score -2239407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2239399.750000 Penalty: 4985.254395
	Iteration 36Q: 3 clusters Score -2239400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2239404.500000 Penalty: 4985.254395
	Iteration 37Q: 3 clusters Score -2239404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2239403.500000 Penalty: 4985.254395
	Iteration 38Q: 3 clusters Score -2239404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2239403.500000 Penalty: 4985.254395
	Iteration 39Q: 3 clusters Score -2239404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2239406.000000 Penalty: 4985.254395
	Iteration 40F: 3 clusters Score -2239406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2239405.250000 Penalty: 4985.254395
	Iteration 41Q: 3 clusters Score -2239405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2239404.500000 Penalty: 4985.254395
	Iteration 42Q: 3 clusters Score -2239404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2239412.250000 Penalty: 4985.254395
	Iteration 43Q: 3 clusters Score -2239412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2239404.500000 Penalty: 4985.254395
	Iteration 44Q: 3 clusters Score -2239404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2239406.000000 Penalty: 4985.254395
	Iteration 45Q: 3 clusters Score -2239406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2239405.750000 Penalty: 4985.254395
	Iteration 46Q: 3 clusters Score -2239406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2239402.250000 Penalty: 4985.254395
	Iteration 47Q: 3 clusters Score -2239402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2239402.250000 Penalty: 4985.254395
	Iteration 48F: 3 clusters Score -2239402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Entering Unmasked Estep 
Score: -716293.000000 Penalty: 2215.973633
	Iteration 0F: 2 clusters Score -716293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -710103.875000 Penalty: 4431.947266
	Iteration 0F: 3 clusters Score -710103.9 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -711726.375000 Penalty: 4431.947266
	Iteration 1F: 3 clusters Score -711726.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -712004.437500 Penalty: 4431.947266
	Iteration 2F: 3 clusters Score -712004.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -712219.250000 Penalty: 4431.947266
	Iteration 3F: 3 clusters Score -712219.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -712362.500000 Penalty: 4431.947266
	Iteration 4Q: 3 clusters Score -712362.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -712467.187500 Penalty: 4431.947266
	Iteration 5Q: 3 clusters Score -712467.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -712557.500000 Penalty: 4431.947266
	Iteration 6Q: 3 clusters Score -712557.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -712643.500000 Penalty: 4431.947266
	Iteration 7Q: 3 clusters Score -712643.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -712732.062500 Penalty: 4431.947266
	Iteration 8Q: 3 clusters Score -712732.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -712831.375000 Penalty: 4431.947266
	Iteration 9Q: 3 clusters Score -712831.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -712942.625000 Penalty: 4431.947266
	Iteration 10Q: 3 clusters Score -712942.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -713085.812500 Penalty: 4431.947266
	Iteration 11Q: 3 clusters Score -713085.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -713282.750000 Penalty: 4431.947266
	Iteration 12Q: 3 clusters Score -713282.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -713545.750000 Penalty: 4431.947266
	Iteration 13Q: 3 clusters Score -713545.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -713865.875000 Penalty: 4431.947266
	Iteration 14Q: 3 clusters Score -713865.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -714192.375000 Penalty: 4431.947266
	Iteration 15Q: 3 clusters Score -714192.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -714521.687500 Penalty: 4431.947266
	Iteration 16Q: 3 clusters Score -714521.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -714771.250000 Penalty: 4431.947266
	Iteration 17Q: 3 clusters Score -714771.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -714950.562500 Penalty: 4431.947266
	Iteration 18Q: 3 clusters Score -714950.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -715109.687500 Penalty: 4431.947266
	Iteration 19Q: 3 clusters Score -715109.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -715265.562500 Penalty: 4431.947266
	Iteration 20F: 3 clusters Score -715265.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -715434.687500 Penalty: 4431.947266
	Iteration 21Q: 3 clusters Score -715434.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -715643.312500 Penalty: 4431.947266
	Iteration 22Q: 3 clusters Score -715643.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -715821.687500 Penalty: 4431.947266
	Iteration 23Q: 3 clusters Score -715821.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -715921.750000 Penalty: 4431.947266
	Iteration 24Q: 3 clusters Score -715921.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -715975.125000 Penalty: 4431.947266
	Iteration 25Q: 3 clusters Score -715975.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -716002.625000 Penalty: 4431.947266
	Iteration 26Q: 3 clusters Score -716002.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -716013.812500 Penalty: 4431.947266
	Iteration 27Q: 3 clusters Score -716013.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -716023.875000 Penalty: 4431.947266
	Iteration 28Q: 3 clusters Score -716023.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -716033.250000 Penalty: 4431.947266
	Iteration 29Q: 3 clusters Score -716033.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -716036.687500 Penalty: 4431.947266
	Iteration 30Q: 3 clusters Score -716036.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -716041.812500 Penalty: 4431.947266
	Iteration 31Q: 3 clusters Score -716041.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -716045.312500 Penalty: 4431.947266
	Iteration 32Q: 3 clusters Score -716045.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -716050.500000 Penalty: 4431.947266
	Iteration 33Q: 3 clusters Score -716050.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -716055.562500 Penalty: 4431.947266
	Iteration 34Q: 3 clusters Score -716055.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -716056.812500 Penalty: 4431.947266
	Iteration 35Q: 3 clusters Score -716056.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -716059.687500 Penalty: 4431.947266
	Iteration 36Q: 3 clusters Score -716059.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -716061.437500 Penalty: 4431.947266
	Iteration 37Q: 3 clusters Score -716061.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -716061.562500 Penalty: 4431.947266
	Iteration 38Q: 3 clusters Score -716061.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -716062.125000 Penalty: 4431.947266
	Iteration 39Q: 3 clusters Score -716062.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -716061.625000 Penalty: 4431.947266
	Iteration 40F: 3 clusters Score -716061.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Entering Unmasked Estep 
Score: -715916.375000 Penalty: 2219.828613
	Iteration 0F: 2 clusters Score -715916.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -709669.875000 Penalty: 4439.657227
	Iteration 0F: 3 clusters Score -709669.9 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -711406.000000 Penalty: 4439.657227
	Iteration 1F: 3 clusters Score -711406 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -711709.250000 Penalty: 4439.657227
	Iteration 2F: 3 clusters Score -711709.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -711975.312500 Penalty: 4439.657227
	Iteration 3F: 3 clusters Score -711975.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -712226.500000 Penalty: 4439.657227
	Iteration 4F: 3 clusters Score -712226.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -712440.437500 Penalty: 4439.657227
	Iteration 5Q: 3 clusters Score -712440.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -712640.187500 Penalty: 4439.657227
	Iteration 6Q: 3 clusters Score -712640.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -712815.625000 Penalty: 4439.657227
	Iteration 7Q: 3 clusters Score -712815.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -713010.937500 Penalty: 4439.657227
	Iteration 8Q: 3 clusters Score -713010.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -713217.875000 Penalty: 4439.657227
	Iteration 9Q: 3 clusters Score -713217.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -713427.125000 Penalty: 4439.657227
	Iteration 10Q: 3 clusters Score -713427.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -713597.187500 Penalty: 4439.657227
	Iteration 11Q: 3 clusters Score -713597.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -713761.875000 Penalty: 4439.657227
	Iteration 12Q: 3 clusters Score -713761.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -713913.437500 Penalty: 4439.657227
	Iteration 13Q: 3 clusters Score -713913.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -714047.312500 Penalty: 4439.657227
	Iteration 14Q: 3 clusters Score -714047.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -714153.312500 Penalty: 4439.657227
	Iteration 15Q: 3 clusters Score -714153.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -714235.875000 Penalty: 4439.657227
	Iteration 16Q: 3 clusters Score -714235.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -714289.125000 Penalty: 4439.657227
	Iteration 17Q: 3 clusters Score -714289.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -714325.562500 Penalty: 4439.657227
	Iteration 18Q: 3 clusters Score -714325.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -714344.750000 Penalty: 4439.657227
	Iteration 19Q: 3 clusters Score -714344.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -714357.312500 Penalty: 4439.657227
	Iteration 20F: 3 clusters Score -714357.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -714373.812500 Penalty: 4439.657227
	Iteration 21Q: 3 clusters Score -714373.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -714384.312500 Penalty: 4439.657227
	Iteration 22Q: 3 clusters Score -714384.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -714396.187500 Penalty: 4439.657227
	Iteration 23Q: 3 clusters Score -714396.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -714413.250000 Penalty: 4439.657227
	Iteration 24Q: 3 clusters Score -714413.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -714429.687500 Penalty: 4439.657227
	Iteration 25Q: 3 clusters Score -714429.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -714446.750000 Penalty: 4439.657227
	Iteration 26Q: 3 clusters Score -714446.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -714467.250000 Penalty: 4439.657227
	Iteration 27Q: 3 clusters Score -714467.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -714477.125000 Penalty: 4439.657227
	Iteration 28Q: 3 clusters Score -714477.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -714485.375000 Penalty: 4439.657227
	Iteration 29Q: 3 clusters Score -714485.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -714490.250000 Penalty: 4439.657227
	Iteration 30Q: 3 clusters Score -714490.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -714493.562500 Penalty: 4439.657227
	Iteration 31Q: 3 clusters Score -714493.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -714496.625000 Penalty: 4439.657227
	Iteration 32Q: 3 clusters Score -714496.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -714498.875000 Penalty: 4439.657227
	Iteration 33Q: 3 clusters Score -714498.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -714503.000000 Penalty: 4439.657227
	Iteration 34Q: 3 clusters Score -714503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -714503.437500 Penalty: 4439.657227
	Iteration 35Q: 3 clusters Score -714503.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -714506.812500 Penalty: 4439.657227
	Iteration 36Q: 3 clusters Score -714506.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -714507.250000 Penalty: 4439.657227
	Iteration 37Q: 3 clusters Score -714507.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -714510.000000 Penalty: 4439.657227
	Iteration 38Q: 3 clusters Score -714510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -714515.625000 Penalty: 4439.657227
	Iteration 39Q: 3 clusters Score -714515.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -714519.062500 Penalty: 4439.657227
	Iteration 40F: 3 clusters Score -714519.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -714521.125000 Penalty: 4439.657227
	Iteration 41Q: 3 clusters Score -714521.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -714524.687500 Penalty: 4439.657227
	Iteration 42Q: 3 clusters Score -714524.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -714533.062500 Penalty: 4439.657227
	Iteration 43Q: 3 clusters Score -714533.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -714540.562500 Penalty: 4439.657227
	Iteration 44Q: 3 clusters Score -714540.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -714544.312500 Penalty: 4439.657227
	Iteration 45Q: 3 clusters Score -714544.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -714547.500000 Penalty: 4439.657227
	Iteration 46Q: 3 clusters Score -714547.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -714555.875000 Penalty: 4439.657227
	Iteration 47Q: 3 clusters Score -714555.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -714568.625000 Penalty: 4439.657227
	Iteration 48Q: 3 clusters Score -714568.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -714581.750000 Penalty: 4439.657227
	Iteration 49Q: 3 clusters Score -714581.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -714590.125000 Penalty: 4439.657227
	Iteration 50Q: 3 clusters Score -714590.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -714595.000000 Penalty: 4439.657227
	Iteration 51Q: 3 clusters Score -714595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -714596.750000 Penalty: 4439.657227
	Iteration 52Q: 3 clusters Score -714596.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -714600.500000 Penalty: 4439.657227
	Iteration 53Q: 3 clusters Score -714600.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -714600.125000 Penalty: 4439.657227
	Iteration 54Q: 3 clusters Score -714600.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -714605.312500 Penalty: 4439.657227
	Iteration 55Q: 3 clusters Score -714605.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -714605.812500 Penalty: 4439.657227
	Iteration 56Q: 3 clusters Score -714605.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -714610.750000 Penalty: 4439.657227
	Iteration 57Q: 3 clusters Score -714610.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -714614.500000 Penalty: 4439.657227
	Iteration 58Q: 3 clusters Score -714614.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -714616.750000 Penalty: 4439.657227
	Iteration 59Q: 3 clusters Score -714616.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -714620.937500 Penalty: 4439.657227
	Iteration 60F: 3 clusters Score -714620.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -714623.062500 Penalty: 4439.657227
	Iteration 61Q: 3 clusters Score -714623.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -714625.250000 Penalty: 4439.657227
	Iteration 62Q: 3 clusters Score -714625.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -714624.375000 Penalty: 4439.657227
	Iteration 63Q: 3 clusters Score -714624.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -714625.000000 Penalty: 4439.657227
	Iteration 64Q: 3 clusters Score -714625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -714625.000000 Penalty: 4439.657227
	Iteration 65F: 3 clusters Score -714625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Entering Unmasked Estep 
Score: -490908.500000 Penalty: 2142.310547
	Iteration 0F: 2 clusters Score -490908.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -485976.343750 Penalty: 4284.621094
	Iteration 0F: 3 clusters Score -485976.3 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -487264.500000 Penalty: 4284.621094
	Iteration 1F: 3 clusters Score -487264.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -487562.750000 Penalty: 4284.621094
	Iteration 2F: 3 clusters Score -487562.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -487784.625000 Penalty: 4284.621094
	Iteration 3F: 3 clusters Score -487784.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -488009.343750 Penalty: 4284.621094
	Iteration 4F: 3 clusters Score -488009.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -488227.156250 Penalty: 4284.621094
	Iteration 5Q: 3 clusters Score -488227.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -488468.000000 Penalty: 4284.621094
	Iteration 6Q: 3 clusters Score -488468 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -488678.562500 Penalty: 4284.621094
	Iteration 7Q: 3 clusters Score -488678.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -488847.343750 Penalty: 4284.621094
	Iteration 8Q: 3 clusters Score -488847.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -489006.000000 Penalty: 4284.621094
	Iteration 9Q: 3 clusters Score -489006 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -489179.281250 Penalty: 4284.621094
	Iteration 10Q: 3 clusters Score -489179.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -489392.843750 Penalty: 4284.621094
	Iteration 11Q: 3 clusters Score -489392.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -489696.500000 Penalty: 4284.621094
	Iteration 12Q: 3 clusters Score -489696.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -489965.093750 Penalty: 4284.621094
	Iteration 13Q: 3 clusters Score -489965.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -490132.593750 Penalty: 4284.621094
	Iteration 14Q: 3 clusters Score -490132.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -490232.968750 Penalty: 4284.621094
	Iteration 15Q: 3 clusters Score -490233 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -490287.812500 Penalty: 4284.621094
	Iteration 16Q: 3 clusters Score -490287.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -490309.187500 Penalty: 4284.621094
	Iteration 17Q: 3 clusters Score -490309.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -490321.000000 Penalty: 4284.621094
	Iteration 18Q: 3 clusters Score -490321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -490326.218750 Penalty: 4284.621094
	Iteration 19Q: 3 clusters Score -490326.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -490329.593750 Penalty: 4284.621094
	Iteration 20F: 3 clusters Score -490329.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -490331.187500 Penalty: 4284.621094
	Iteration 21Q: 3 clusters Score -490331.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -490332.531250 Penalty: 4284.621094
	Iteration 22Q: 3 clusters Score -490332.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -490334.281250 Penalty: 4284.621094
	Iteration 23Q: 3 clusters Score -490334.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -490334.906250 Penalty: 4284.621094
	Iteration 24Q: 3 clusters Score -490334.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -490335.750000 Penalty: 4284.621094
	Iteration 25Q: 3 clusters Score -490335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -490337.812500 Penalty: 4284.621094
	Iteration 26Q: 3 clusters Score -490337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -490337.812500 Penalty: 4284.621094
	Iteration 27F: 3 clusters Score -490337.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Entering Unmasked Estep 
Score: -1785689.750000 Penalty: 2435.830566
	Iteration 0F: 2 clusters Score -1785690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1772723.375000 Penalty: 4871.661133
	Iteration 0F: 3 clusters Score -1772723 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1776901.000000 Penalty: 4871.661133
	Iteration 1F: 3 clusters Score -1776901 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1777254.500000 Penalty: 4871.661133
	Iteration 2F: 3 clusters Score -1777254 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1777568.875000 Penalty: 4871.661133
	Iteration 3Q: 3 clusters Score -1777569 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1777899.750000 Penalty: 4871.661133
	Iteration 4Q: 3 clusters Score -1777900 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1778356.125000 Penalty: 4871.661133
	Iteration 5Q: 3 clusters Score -1778356 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1779004.500000 Penalty: 4871.661133
	Iteration 6F: 3 clusters Score -1779004 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1779820.500000 Penalty: 4871.661133
	Iteration 7F: 3 clusters Score -1779820 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1780846.750000 Penalty: 4871.661133
	Iteration 8F: 3 clusters Score -1780847 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1781874.125000 Penalty: 4871.661133
	Iteration 9F: 3 clusters Score -1781874 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1782636.375000 Penalty: 4871.661133
	Iteration 10Q: 3 clusters Score -1782636 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -1783128.125000 Penalty: 4871.661133
	Iteration 11Q: 3 clusters Score -1783128 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -1783354.750000 Penalty: 4871.661133
	Iteration 12Q: 3 clusters Score -1783355 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -1783463.000000 Penalty: 4871.661133
	Iteration 13Q: 3 clusters Score -1783463 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -1783532.875000 Penalty: 4871.661133
	Iteration 14Q: 3 clusters Score -1783533 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -1783576.000000 Penalty: 4871.661133
	Iteration 15Q: 3 clusters Score -1783576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -1783604.375000 Penalty: 4871.661133
	Iteration 16Q: 3 clusters Score -1783604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -1783628.875000 Penalty: 4871.661133
	Iteration 17Q: 3 clusters Score -1783629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -1783641.625000 Penalty: 4871.661133
	Iteration 18Q: 3 clusters Score -1783642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1783643.875000 Penalty: 4871.661133
	Iteration 19Q: 3 clusters Score -1783644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1783643.875000 Penalty: 4871.661133
	Iteration 20F: 3 clusters Score -1783644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Entering Unmasked Estep 
Score: -854114.562500 Penalty: 2251.190186
	Iteration 0F: 2 clusters Score -854114.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -847241.000000 Penalty: 4502.380371
	Iteration 0F: 3 clusters Score -847241 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -849201.812500 Penalty: 4502.380371
	Iteration 1F: 3 clusters Score -849201.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -849464.500000 Penalty: 4502.380371
	Iteration 2F: 3 clusters Score -849464.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -849621.000000 Penalty: 4502.380371
	Iteration 3Q: 3 clusters Score -849621 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -849736.062500 Penalty: 4502.380371
	Iteration 4Q: 3 clusters Score -849736.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -849814.625000 Penalty: 4502.380371
	Iteration 5Q: 3 clusters Score -849814.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -849892.875000 Penalty: 4502.380371
	Iteration 6Q: 3 clusters Score -849892.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -849978.000000 Penalty: 4502.380371
	Iteration 7Q: 3 clusters Score -849978 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -850075.437500 Penalty: 4502.380371
	Iteration 8Q: 3 clusters Score -850075.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -850181.312500 Penalty: 4502.380371
	Iteration 9Q: 3 clusters Score -850181.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -850313.562500 Penalty: 4502.380371
	Iteration 10Q: 3 clusters Score -850313.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -850479.125000 Penalty: 4502.380371
	Iteration 11Q: 3 clusters Score -850479.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -850670.750000 Penalty: 4502.380371
	Iteration 12Q: 3 clusters Score -850670.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -850885.500000 Penalty: 4502.380371
	Iteration 13Q: 3 clusters Score -850885.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -851117.437500 Penalty: 4502.380371
	Iteration 14Q: 3 clusters Score -851117.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -851356.750000 Penalty: 4502.380371
	Iteration 15Q: 3 clusters Score -851356.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -851559.125000 Penalty: 4502.380371
	Iteration 16Q: 3 clusters Score -851559.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -851717.875000 Penalty: 4502.380371
	Iteration 17Q: 3 clusters Score -851717.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -851831.750000 Penalty: 4502.380371
	Iteration 18Q: 3 clusters Score -851831.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -851917.812500 Penalty: 4502.380371
	Iteration 19Q: 3 clusters Score -851917.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -851987.187500 Penalty: 4502.380371
	Iteration 20F: 3 clusters Score -851987.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -852037.125000 Penalty: 4502.380371
	Iteration 21Q: 3 clusters Score -852037.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -852075.562500 Penalty: 4502.380371
	Iteration 22Q: 3 clusters Score -852075.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -852100.125000 Penalty: 4502.380371
	Iteration 23Q: 3 clusters Score -852100.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -852110.687500 Penalty: 4502.380371
	Iteration 24Q: 3 clusters Score -852110.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -852118.187500 Penalty: 4502.380371
	Iteration 25Q: 3 clusters Score -852118.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -852124.000000 Penalty: 4502.380371
	Iteration 26Q: 3 clusters Score -852124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -852127.625000 Penalty: 4502.380371
	Iteration 27Q: 3 clusters Score -852127.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -852130.625000 Penalty: 4502.380371
	Iteration 28Q: 3 clusters Score -852130.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -852134.625000 Penalty: 4502.380371
	Iteration 29Q: 3 clusters Score -852134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -852137.250000 Penalty: 4502.380371
	Iteration 30Q: 3 clusters Score -852137.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -852137.250000 Penalty: 4502.380371
	Iteration 31F: 3 clusters Score -852137.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Entering Unmasked Estep 
Score: -677836.625000 Penalty: 2202.798584
	Iteration 0F: 2 clusters Score -677836.6 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 3642 members 
Entering Unmasked Estep 
Score: -671920.687500 Penalty: 4405.597168
	Iteration 0F: 3 clusters Score -671920.7 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -673610.125000 Penalty: 4405.597168
	Iteration 1F: 3 clusters Score -673610.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -673924.875000 Penalty: 4405.597168
	Iteration 2F: 3 clusters Score -673924.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -674134.937500 Penalty: 4405.597168
	Iteration 3F: 3 clusters Score -674134.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -674281.562500 Penalty: 4405.597168
	Iteration 4Q: 3 clusters Score -674281.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -674398.937500 Penalty: 4405.597168
	Iteration 5Q: 3 clusters Score -674398.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -674514.687500 Penalty: 4405.597168
	Iteration 6Q: 3 clusters Score -674514.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -674637.937500 Penalty: 4405.597168
	Iteration 7Q: 3 clusters Score -674637.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -674745.625000 Penalty: 4405.597168
	Iteration 8Q: 3 clusters Score -674745.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -674861.125000 Penalty: 4405.597168
	Iteration 9Q: 3 clusters Score -674861.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -674971.125000 Penalty: 4405.597168
	Iteration 10Q: 3 clusters Score -674971.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -675067.000000 Penalty: 4405.597168
	Iteration 11Q: 3 clusters Score -675067 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -675181.375000 Penalty: 4405.597168
	Iteration 12Q: 3 clusters Score -675181.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -675295.312500 Penalty: 4405.597168
	Iteration 13Q: 3 clusters Score -675295.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -675400.375000 Penalty: 4405.597168
	Iteration 14Q: 3 clusters Score -675400.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -675516.187500 Penalty: 4405.597168
	Iteration 15Q: 3 clusters Score -675516.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -675633.750000 Penalty: 4405.597168
	Iteration 16Q: 3 clusters Score -675633.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -675718.375000 Penalty: 4405.597168
	Iteration 17Q: 3 clusters Score -675718.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -675794.500000 Penalty: 4405.597168
	Iteration 18Q: 3 clusters Score -675794.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -675854.625000 Penalty: 4405.597168
	Iteration 19Q: 3 clusters Score -675854.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -675913.250000 Penalty: 4405.597168
	Iteration 20F: 3 clusters Score -675913.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -675970.375000 Penalty: 4405.597168
	Iteration 21Q: 3 clusters Score -675970.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -676005.000000 Penalty: 4405.597168
	Iteration 22Q: 3 clusters Score -676005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -676022.062500 Penalty: 4405.597168
	Iteration 23Q: 3 clusters Score -676022.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -676031.312500 Penalty: 4405.597168
	Iteration 24Q: 3 clusters Score -676031.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -676036.312500 Penalty: 4405.597168
	Iteration 25Q: 3 clusters Score -676036.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -676040.250000 Penalty: 4405.597168
	Iteration 26Q: 3 clusters Score -676040.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -676046.437500 Penalty: 4405.597168
	Iteration 27Q: 3 clusters Score -676046.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -676051.312500 Penalty: 4405.597168
	Iteration 28Q: 3 clusters Score -676051.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -676053.875000 Penalty: 4405.597168
	Iteration 29Q: 3 clusters Score -676053.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -676053.625000 Penalty: 4405.597168
	Iteration 30Q: 3 clusters Score -676053.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -676053.500000 Penalty: 4405.597168
	Iteration 31Q: 3 clusters Score -676053.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -676055.437500 Penalty: 4405.597168
	Iteration 32Q: 3 clusters Score -676055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -676055.312500 Penalty: 4405.597168
	Iteration 33Q: 3 clusters Score -676055.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -676055.312500 Penalty: 4405.597168
	Iteration 34F: 3 clusters Score -676055.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Entering Unmasked Estep 
Score: -409828.000000 Penalty: 2079.940430
	Iteration 0F: 2 clusters Score -409828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -405628.500000 Penalty: 4159.880859
	Iteration 0F: 3 clusters Score -405628.5 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -406611.593750 Penalty: 4159.880859
	Iteration 1F: 3 clusters Score -406611.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -406837.218750 Penalty: 4159.880859
	Iteration 2F: 3 clusters Score -406837.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -406965.281250 Penalty: 4159.880859
	Iteration 3Q: 3 clusters Score -406965.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -407042.218750 Penalty: 4159.880859
	Iteration 4Q: 3 clusters Score -407042.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -407104.343750 Penalty: 4159.880859
	Iteration 5Q: 3 clusters Score -407104.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -407159.625000 Penalty: 4159.880859
	Iteration 6Q: 3 clusters Score -407159.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -407209.062500 Penalty: 4159.880859
	Iteration 7Q: 3 clusters Score -407209.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -407267.500000 Penalty: 4159.880859
	Iteration 8Q: 3 clusters Score -407267.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -407324.281250 Penalty: 4159.880859
	Iteration 9Q: 3 clusters Score -407324.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -407393.687500 Penalty: 4159.880859
	Iteration 10Q: 3 clusters Score -407393.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -407453.812500 Penalty: 4159.880859
	Iteration 11Q: 3 clusters Score -407453.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -407504.000000 Penalty: 4159.880859
	Iteration 12Q: 3 clusters Score -407504 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -407547.343750 Penalty: 4159.880859
	Iteration 13Q: 3 clusters Score -407547.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -407584.187500 Penalty: 4159.880859
	Iteration 14Q: 3 clusters Score -407584.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -407609.031250 Penalty: 4159.880859
	Iteration 15Q: 3 clusters Score -407609 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -407631.687500 Penalty: 4159.880859
	Iteration 16Q: 3 clusters Score -407631.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -407655.343750 Penalty: 4159.880859
	Iteration 17Q: 3 clusters Score -407655.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -407670.812500 Penalty: 4159.880859
	Iteration 18Q: 3 clusters Score -407670.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -407684.843750 Penalty: 4159.880859
	Iteration 19Q: 3 clusters Score -407684.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -407697.312500 Penalty: 4159.880859
	Iteration 20F: 3 clusters Score -407697.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -407711.343750 Penalty: 4159.880859
	Iteration 21Q: 3 clusters Score -407711.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -407723.593750 Penalty: 4159.880859
	Iteration 22Q: 3 clusters Score -407723.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -407733.000000 Penalty: 4159.880859
	Iteration 23Q: 3 clusters Score -407733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -407741.156250 Penalty: 4159.880859
	Iteration 24Q: 3 clusters Score -407741.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -407750.593750 Penalty: 4159.880859
	Iteration 25Q: 3 clusters Score -407750.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -407758.062500 Penalty: 4159.880859
	Iteration 26Q: 3 clusters Score -407758.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -407762.562500 Penalty: 4159.880859
	Iteration 27Q: 3 clusters Score -407762.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -407767.062500 Penalty: 4159.880859
	Iteration 28Q: 3 clusters Score -407767.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -407769.906250 Penalty: 4159.880859
	Iteration 29Q: 3 clusters Score -407769.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -407773.218750 Penalty: 4159.880859
	Iteration 30Q: 3 clusters Score -407773.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -407775.906250 Penalty: 4159.880859
	Iteration 31Q: 3 clusters Score -407775.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -407779.375000 Penalty: 4159.880859
	Iteration 32Q: 3 clusters Score -407779.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -407781.468750 Penalty: 4159.880859
	Iteration 33Q: 3 clusters Score -407781.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -407783.312500 Penalty: 4159.880859
	Iteration 34Q: 3 clusters Score -407783.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -407785.437500 Penalty: 4159.880859
	Iteration 35Q: 3 clusters Score -407785.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -407787.156250 Penalty: 4159.880859
	Iteration 36Q: 3 clusters Score -407787.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -407792.343750 Penalty: 4159.880859
	Iteration 37Q: 3 clusters Score -407792.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -407794.968750 Penalty: 4159.880859
	Iteration 38Q: 3 clusters Score -407795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -407797.343750 Penalty: 4159.880859
	Iteration 39Q: 3 clusters Score -407797.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -407797.718750 Penalty: 4159.880859
	Iteration 40F: 3 clusters Score -407797.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -407799.187500 Penalty: 4159.880859
	Iteration 41Q: 3 clusters Score -407799.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -407799.093750 Penalty: 4159.880859
	Iteration 42Q: 3 clusters Score -407799.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -407799.562500 Penalty: 4159.880859
	Iteration 43Q: 3 clusters Score -407799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -407800.937500 Penalty: 4159.880859
	Iteration 44Q: 3 clusters Score -407800.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -407801.125000 Penalty: 4159.880859
	Iteration 45Q: 3 clusters Score -407801.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -407801.843750 Penalty: 4159.880859
	Iteration 46Q: 3 clusters Score -407801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -407802.468750 Penalty: 4159.880859
	Iteration 47Q: 3 clusters Score -407802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -407802.625000 Penalty: 4159.880859
	Iteration 48Q: 3 clusters Score -407802.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -407802.843750 Penalty: 4159.880859
	Iteration 49Q: 3 clusters Score -407802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -407802.843750 Penalty: 4159.880859
	Iteration 50F: 3 clusters Score -407802.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Entering Unmasked Estep 
Score: -1511604.625000 Penalty: 2392.803467
	Iteration 0F: 2 clusters Score -1511605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1500485.875000 Penalty: 4785.606934
	Iteration 0F: 3 clusters Score -1500486 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1503950.625000 Penalty: 4785.606934
	Iteration 1F: 3 clusters Score -1503951 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1504204.000000 Penalty: 4785.606934
	Iteration 2F: 3 clusters Score -1504204 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1504419.625000 Penalty: 4785.606934
	Iteration 3Q: 3 clusters Score -1504420 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1504570.125000 Penalty: 4785.606934
	Iteration 4Q: 3 clusters Score -1504570 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1504702.875000 Penalty: 4785.606934
	Iteration 5Q: 3 clusters Score -1504703 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1504830.375000 Penalty: 4785.606934
	Iteration 6Q: 3 clusters Score -1504830 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1504939.625000 Penalty: 4785.606934
	Iteration 7Q: 3 clusters Score -1504940 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1505040.750000 Penalty: 4785.606934
	Iteration 8Q: 3 clusters Score -1505041 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1505145.625000 Penalty: 4785.606934
	Iteration 9Q: 3 clusters Score -1505146 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1505272.875000 Penalty: 4785.606934
	Iteration 10Q: 3 clusters Score -1505273 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1505414.000000 Penalty: 4785.606934
	Iteration 11Q: 3 clusters Score -1505414 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1505577.125000 Penalty: 4785.606934
	Iteration 12Q: 3 clusters Score -1505577 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1505776.375000 Penalty: 4785.606934
	Iteration 13Q: 3 clusters Score -1505776 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1506016.625000 Penalty: 4785.606934
	Iteration 14Q: 3 clusters Score -1506017 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1506349.125000 Penalty: 4785.606934
	Iteration 15Q: 3 clusters Score -1506349 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1506797.875000 Penalty: 4785.606934
	Iteration 16Q: 3 clusters Score -1506798 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1507282.625000 Penalty: 4785.606934
	Iteration 17Q: 3 clusters Score -1507283 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1507750.250000 Penalty: 4785.606934
	Iteration 18Q: 3 clusters Score -1507750 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1508157.000000 Penalty: 4785.606934
	Iteration 19Q: 3 clusters Score -1508157 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1508499.875000 Penalty: 4785.606934
	Iteration 20F: 3 clusters Score -1508500 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1508743.000000 Penalty: 4785.606934
	Iteration 21Q: 3 clusters Score -1508743 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1508917.000000 Penalty: 4785.606934
	Iteration 22Q: 3 clusters Score -1508917 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1509047.125000 Penalty: 4785.606934
	Iteration 23Q: 3 clusters Score -1509047 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1509138.250000 Penalty: 4785.606934
	Iteration 24Q: 3 clusters Score -1509138 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1509221.000000 Penalty: 4785.606934
	Iteration 25Q: 3 clusters Score -1509221 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1509307.375000 Penalty: 4785.606934
	Iteration 26Q: 3 clusters Score -1509307 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1509356.125000 Penalty: 4785.606934
	Iteration 27Q: 3 clusters Score -1509356 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1509412.875000 Penalty: 4785.606934
	Iteration 28Q: 3 clusters Score -1509413 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1509468.750000 Penalty: 4785.606934
	Iteration 29Q: 3 clusters Score -1509469 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1509515.500000 Penalty: 4785.606934
	Iteration 30Q: 3 clusters Score -1509516 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1509564.500000 Penalty: 4785.606934
	Iteration 31Q: 3 clusters Score -1509564 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1509605.250000 Penalty: 4785.606934
	Iteration 32Q: 3 clusters Score -1509605 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1509650.500000 Penalty: 4785.606934
	Iteration 33Q: 3 clusters Score -1509650 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1509695.625000 Penalty: 4785.606934
	Iteration 34Q: 3 clusters Score -1509696 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1509754.375000 Penalty: 4785.606934
	Iteration 35Q: 3 clusters Score -1509754 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1509805.375000 Penalty: 4785.606934
	Iteration 36Q: 3 clusters Score -1509805 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1509858.000000 Penalty: 4785.606934
	Iteration 37Q: 3 clusters Score -1509858 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1509900.000000 Penalty: 4785.606934
	Iteration 38Q: 3 clusters Score -1509900 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1509943.000000 Penalty: 4785.606934
	Iteration 39Q: 3 clusters Score -1509943 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1510000.375000 Penalty: 4785.606934
	Iteration 40F: 3 clusters Score -1510000 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1510064.875000 Penalty: 4785.606934
	Iteration 41Q: 3 clusters Score -1510065 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1510147.125000 Penalty: 4785.606934
	Iteration 42Q: 3 clusters Score -1510147 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1510230.375000 Penalty: 4785.606934
	Iteration 43Q: 3 clusters Score -1510230 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1510351.375000 Penalty: 4785.606934
	Iteration 44Q: 3 clusters Score -1510351 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1510500.250000 Penalty: 4785.606934
	Iteration 45Q: 3 clusters Score -1510500 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1510671.250000 Penalty: 4785.606934
	Iteration 46Q: 3 clusters Score -1510671 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1510883.125000 Penalty: 4785.606934
	Iteration 47Q: 3 clusters Score -1510883 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1511097.375000 Penalty: 4785.606934
	Iteration 48Q: 3 clusters Score -1511097 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1511246.125000 Penalty: 4785.606934
	Iteration 49Q: 3 clusters Score -1511246 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1511311.625000 Penalty: 4785.606934
	Iteration 50Q: 3 clusters Score -1511312 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1511354.625000 Penalty: 4785.606934
	Iteration 51Q: 3 clusters Score -1511355 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1511385.500000 Penalty: 4785.606934
	Iteration 52Q: 3 clusters Score -1511386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1511404.375000 Penalty: 4785.606934
	Iteration 53Q: 3 clusters Score -1511404 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1511420.625000 Penalty: 4785.606934
	Iteration 54Q: 3 clusters Score -1511421 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1511438.750000 Penalty: 4785.606934
	Iteration 55Q: 3 clusters Score -1511439 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1511447.500000 Penalty: 4785.606934
	Iteration 56Q: 3 clusters Score -1511448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1511449.000000 Penalty: 4785.606934
	Iteration 57Q: 3 clusters Score -1511449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1511449.625000 Penalty: 4785.606934
	Iteration 58Q: 3 clusters Score -1511450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1511454.375000 Penalty: 4785.606934
	Iteration 59Q: 3 clusters Score -1511454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1511460.250000 Penalty: 4785.606934
	Iteration 60F: 3 clusters Score -1511460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1511461.000000 Penalty: 4785.606934
	Iteration 61Q: 3 clusters Score -1511461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1511462.375000 Penalty: 4785.606934
	Iteration 62Q: 3 clusters Score -1511462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1511467.125000 Penalty: 4785.606934
	Iteration 63Q: 3 clusters Score -1511467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1511463.250000 Penalty: 4785.606934
	Iteration 64Q: 3 clusters Score -1511463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1511465.125000 Penalty: 4785.606934
	Iteration 65Q: 3 clusters Score -1511465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1511465.875000 Penalty: 4785.606934
	Iteration 66Q: 3 clusters Score -1511466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1511467.125000 Penalty: 4785.606934
	Iteration 67Q: 3 clusters Score -1511467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1511469.125000 Penalty: 4785.606934
	Iteration 68Q: 3 clusters Score -1511469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1511468.000000 Penalty: 4785.606934
	Iteration 69Q: 3 clusters Score -1511468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1511468.500000 Penalty: 4785.606934
	Iteration 70Q: 3 clusters Score -1511468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1511469.250000 Penalty: 4785.606934
	Iteration 71Q: 3 clusters Score -1511469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1511469.250000 Penalty: 4785.606934
	Iteration 72F: 3 clusters Score -1511469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Entering Unmasked Estep 
Score: -533886.500000 Penalty: 2146.968018
	Iteration 0F: 2 clusters Score -533886.5 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 2920 members 
Entering Unmasked Estep 
Score: -528906.125000 Penalty: 4293.936035
	Iteration 0F: 3 clusters Score -528906.1 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -530173.625000 Penalty: 4293.936035
	Iteration 1F: 3 clusters Score -530173.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -530447.000000 Penalty: 4293.936035
	Iteration 2F: 3 clusters Score -530447 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -530671.437500 Penalty: 4293.936035
	Iteration 3F: 3 clusters Score -530671.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -530867.562500 Penalty: 4293.936035
	Iteration 4Q: 3 clusters Score -530867.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -531088.250000 Penalty: 4293.936035
	Iteration 5Q: 3 clusters Score -531088.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -531342.562500 Penalty: 4293.936035
	Iteration 6F: 3 clusters Score -531342.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -531614.187500 Penalty: 4293.936035
	Iteration 7F: 3 clusters Score -531614.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -531880.125000 Penalty: 4293.936035
	Iteration 8Q: 3 clusters Score -531880.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -532077.625000 Penalty: 4293.936035
	Iteration 9Q: 3 clusters Score -532077.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -532243.812500 Penalty: 4293.936035
	Iteration 10Q: 3 clusters Score -532243.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -532350.812500 Penalty: 4293.936035
	Iteration 11Q: 3 clusters Score -532350.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -532417.937500 Penalty: 4293.936035
	Iteration 12Q: 3 clusters Score -532417.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -532458.875000 Penalty: 4293.936035
	Iteration 13Q: 3 clusters Score -532458.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -532483.062500 Penalty: 4293.936035
	Iteration 14Q: 3 clusters Score -532483.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -532495.000000 Penalty: 4293.936035
	Iteration 15Q: 3 clusters Score -532495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -532500.937500 Penalty: 4293.936035
	Iteration 16Q: 3 clusters Score -532500.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -532503.062500 Penalty: 4293.936035
	Iteration 17Q: 3 clusters Score -532503.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -532505.687500 Penalty: 4293.936035
	Iteration 18Q: 3 clusters Score -532505.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -532507.312500 Penalty: 4293.936035
	Iteration 19Q: 3 clusters Score -532507.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -532508.062500 Penalty: 4293.936035
	Iteration 20F: 3 clusters Score -532508.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -532508.750000 Penalty: 4293.936035
	Iteration 21Q: 3 clusters Score -532508.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -532509.750000 Penalty: 4293.936035
	Iteration 22Q: 3 clusters Score -532509.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -532511.375000 Penalty: 4293.936035
	Iteration 23Q: 3 clusters Score -532511.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -532512.500000 Penalty: 4293.936035
	Iteration 24Q: 3 clusters Score -532512.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -532512.500000 Penalty: 4293.936035
	Iteration 25F: 3 clusters Score -532512.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Entering Unmasked Estep 
Score: -1841620.500000 Penalty: 2439.543213
	Iteration 0F: 2 clusters Score -1841620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1828363.250000 Penalty: 4879.086426
	Iteration 0F: 3 clusters Score -1828363 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1832690.500000 Penalty: 4879.086426
	Iteration 1F: 3 clusters Score -1832690 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1833102.750000 Penalty: 4879.086426
	Iteration 2F: 3 clusters Score -1833103 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1833473.000000 Penalty: 4879.086426
	Iteration 3F: 3 clusters Score -1833473 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1833779.875000 Penalty: 4879.086426
	Iteration 4Q: 3 clusters Score -1833780 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1834054.000000 Penalty: 4879.086426
	Iteration 5Q: 3 clusters Score -1834054 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1834340.125000 Penalty: 4879.086426
	Iteration 6Q: 3 clusters Score -1834340 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1834695.625000 Penalty: 4879.086426
	Iteration 7Q: 3 clusters Score -1834696 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1835100.250000 Penalty: 4879.086426
	Iteration 8Q: 3 clusters Score -1835100 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1835553.250000 Penalty: 4879.086426
	Iteration 9Q: 3 clusters Score -1835553 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1835992.125000 Penalty: 4879.086426
	Iteration 10Q: 3 clusters Score -1835992 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1836459.625000 Penalty: 4879.086426
	Iteration 11Q: 3 clusters Score -1836460 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1836952.375000 Penalty: 4879.086426
	Iteration 12Q: 3 clusters Score -1836952 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1837416.125000 Penalty: 4879.086426
	Iteration 13Q: 3 clusters Score -1837416 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1837818.000000 Penalty: 4879.086426
	Iteration 14Q: 3 clusters Score -1837818 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1838143.750000 Penalty: 4879.086426
	Iteration 15Q: 3 clusters Score -1838144 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1838377.500000 Penalty: 4879.086426
	Iteration 16Q: 3 clusters Score -1838378 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -1838562.750000 Penalty: 4879.086426
	Iteration 17Q: 3 clusters Score -1838563 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1838698.875000 Penalty: 4879.086426
	Iteration 18Q: 3 clusters Score -1838699 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1838836.625000 Penalty: 4879.086426
	Iteration 19Q: 3 clusters Score -1838837 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1838941.125000 Penalty: 4879.086426
	Iteration 20F: 3 clusters Score -1838941 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1839026.875000 Penalty: 4879.086426
	Iteration 21Q: 3 clusters Score -1839027 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -1839106.875000 Penalty: 4879.086426
	Iteration 22Q: 3 clusters Score -1839107 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1839173.125000 Penalty: 4879.086426
	Iteration 23Q: 3 clusters Score -1839173 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1839225.125000 Penalty: 4879.086426
	Iteration 24Q: 3 clusters Score -1839225 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -1839268.125000 Penalty: 4879.086426
	Iteration 25Q: 3 clusters Score -1839268 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -1839306.875000 Penalty: 4879.086426
	Iteration 26Q: 3 clusters Score -1839307 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -1839328.625000 Penalty: 4879.086426
	Iteration 27Q: 3 clusters Score -1839329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -1839345.250000 Penalty: 4879.086426
	Iteration 28Q: 3 clusters Score -1839345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -1839357.500000 Penalty: 4879.086426
	Iteration 29Q: 3 clusters Score -1839358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -1839370.625000 Penalty: 4879.086426
	Iteration 30Q: 3 clusters Score -1839371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -1839381.375000 Penalty: 4879.086426
	Iteration 31Q: 3 clusters Score -1839381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -1839395.500000 Penalty: 4879.086426
	Iteration 32Q: 3 clusters Score -1839396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1839400.875000 Penalty: 4879.086426
	Iteration 33Q: 3 clusters Score -1839401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -1839406.375000 Penalty: 4879.086426
	Iteration 34Q: 3 clusters Score -1839406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1839406.125000 Penalty: 4879.086426
	Iteration 35Q: 3 clusters Score -1839406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1839407.875000 Penalty: 4879.086426
	Iteration 36Q: 3 clusters Score -1839408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1839408.750000 Penalty: 4879.086426
	Iteration 37Q: 3 clusters Score -1839409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -1839409.500000 Penalty: 4879.086426
	Iteration 38Q: 3 clusters Score -1839410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -1839410.375000 Penalty: 4879.086426
	Iteration 39Q: 3 clusters Score -1839410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -1839409.375000 Penalty: 4879.086426
	Iteration 40F: 3 clusters Score -1839409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1839412.250000 Penalty: 4879.086426
	Iteration 41Q: 3 clusters Score -1839412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1839410.500000 Penalty: 4879.086426
	Iteration 42Q: 3 clusters Score -1839410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1839410.500000 Penalty: 4879.086426
	Iteration 43F: 3 clusters Score -1839410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (102263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102263 members 
Entering Unmasked Estep 
Score: -10079605.000000 Penalty: 2860.755127
	Iteration 0F: 2 clusters Score -1.00796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -10011043.000000 Penalty: 5721.510254
	Iteration 0F: 3 clusters Score -1.001104e+07 nChanged 48459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -10038765.000000 Penalty: 5721.510254
	Iteration 1F: 3 clusters Score -1.003876e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -10039424.000000 Penalty: 5721.510254
	Iteration 2Q: 3 clusters Score -1.003942e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -10040115.000000 Penalty: 5721.510254
	Iteration 3Q: 3 clusters Score -1.004012e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -10041251.000000 Penalty: 5721.510254
	Iteration 4Q: 3 clusters Score -1.004125e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -10042761.000000 Penalty: 5721.510254
	Iteration 5Q: 3 clusters Score -1.004276e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -10044813.000000 Penalty: 5721.510254
	Iteration 6Q: 3 clusters Score -1.004481e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -10047311.000000 Penalty: 5721.510254
	Iteration 7F: 3 clusters Score -1.004731e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -10050113.000000 Penalty: 5721.510254
	Iteration 8F: 3 clusters Score -1.005011e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -10052848.000000 Penalty: 5721.510254
	Iteration 9F: 3 clusters Score -1.005285e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -10054907.000000 Penalty: 5721.510254
	Iteration 10Q: 3 clusters Score -1.005491e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -10056371.000000 Penalty: 5721.510254
	Iteration 11Q: 3 clusters Score -1.005637e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -10057187.000000 Penalty: 5721.510254
	Iteration 12Q: 3 clusters Score -1.005719e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -10057713.000000 Penalty: 5721.510254
	Iteration 13Q: 3 clusters Score -1.005771e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
Score: -10058005.000000 Penalty: 5721.510254
	Iteration 14Q: 3 clusters Score -1.0058e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -10058323.000000 Penalty: 5721.510254
	Iteration 15Q: 3 clusters Score -1.005832e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -10058662.000000 Penalty: 5721.510254
	Iteration 16Q: 3 clusters Score -1.005866e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -10058943.000000 Penalty: 5721.510254
	Iteration 17Q: 3 clusters Score -1.005894e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -10059332.000000 Penalty: 5721.510254
	Iteration 18Q: 3 clusters Score -1.005933e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -10059788.000000 Penalty: 5721.510254
	Iteration 19Q: 3 clusters Score -1.005979e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 63225 members 
Entering Unmasked Estep 
Score: -10060357.000000 Penalty: 5721.510254
	Iteration 20F: 3 clusters Score -1.006036e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -10061111.000000 Penalty: 5721.510254
	Iteration 21Q: 3 clusters Score -1.006111e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 69240 members 
Entering Unmasked Estep 
Score: -10062228.000000 Penalty: 5721.510254
	Iteration 22Q: 3 clusters Score -1.006223e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -10063478.000000 Penalty: 5721.510254
	Iteration 23Q: 3 clusters Score -1.006348e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 76668 members 
Entering Unmasked Estep 
Score: -10065046.000000 Penalty: 5721.510254
	Iteration 24Q: 3 clusters Score -1.006505e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 80681 members 
Entering Unmasked Estep 
Score: -10066764.000000 Penalty: 5721.510254
	Iteration 25Q: 3 clusters Score -1.006676e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 84636 members 
Entering Unmasked Estep 
Score: -10068656.000000 Penalty: 5721.510254
	Iteration 26Q: 3 clusters Score -1.006866e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 88358 members 
Entering Unmasked Estep 
Score: -10070505.000000 Penalty: 5721.510254
	Iteration 27Q: 3 clusters Score -1.00705e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 91653 members 
Entering Unmasked Estep 
Score: -10072190.000000 Penalty: 5721.510254
	Iteration 28Q: 3 clusters Score -1.007219e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 94327 members 
Entering Unmasked Estep 
Score: -10073541.000000 Penalty: 5721.510254
	Iteration 29Q: 3 clusters Score -1.007354e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 96386 members 
Entering Unmasked Estep 
Score: -10074637.000000 Penalty: 5721.510254
	Iteration 30Q: 3 clusters Score -1.007464e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 97885 members 
Entering Unmasked Estep 
Score: -10075392.000000 Penalty: 5721.510254
	Iteration 31Q: 3 clusters Score -1.007539e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 98931 members 
Entering Unmasked Estep 
Score: -10075851.000000 Penalty: 5721.510254
	Iteration 32Q: 3 clusters Score -1.007585e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 99633 members 
Entering Unmasked Estep 
Score: -10076220.000000 Penalty: 5721.510254
	Iteration 33Q: 3 clusters Score -1.007622e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 100135 members 
Entering Unmasked Estep 
Score: -10076454.000000 Penalty: 5721.510254
	Iteration 34Q: 3 clusters Score -1.007645e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 100485 members 
Entering Unmasked Estep 
Score: -10076643.000000 Penalty: 5721.510254
	Iteration 35Q: 3 clusters Score -1.007664e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 100719 members 
Entering Unmasked Estep 
Score: -10076786.000000 Penalty: 5721.510254
	Iteration 36Q: 3 clusters Score -1.007679e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 100877 members 
Entering Unmasked Estep 
Score: -10076876.000000 Penalty: 5721.510254
	Iteration 37Q: 3 clusters Score -1.007688e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 100995 members 
Entering Unmasked Estep 
Score: -10076931.000000 Penalty: 5721.510254
	Iteration 38Q: 3 clusters Score -1.007693e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 101068 members 
Entering Unmasked Estep 
Score: -10076977.000000 Penalty: 5721.510254
	Iteration 39Q: 3 clusters Score -1.007698e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 101139 members 
Entering Unmasked Estep 
Score: -10077004.000000 Penalty: 5721.510254
	Iteration 40F: 3 clusters Score -1.0077e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 101196 members 
Entering Unmasked Estep 
Score: -10077049.000000 Penalty: 5721.510254
	Iteration 41Q: 3 clusters Score -1.007705e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
Score: -10077095.000000 Penalty: 5721.510254
	Iteration 42Q: 3 clusters Score -1.00771e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 101278 members 
Entering Unmasked Estep 
Score: -10077116.000000 Penalty: 5721.510254
	Iteration 43Q: 3 clusters Score -1.007712e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 101313 members 
Entering Unmasked Estep 
Score: -10077120.000000 Penalty: 5721.510254
	Iteration 44Q: 3 clusters Score -1.007712e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 101349 members 
Entering Unmasked Estep 
Score: -10077136.000000 Penalty: 5721.510254
	Iteration 45Q: 3 clusters Score -1.007714e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 101368 members 
Entering Unmasked Estep 
Score: -10077156.000000 Penalty: 5721.510254
	Iteration 46Q: 3 clusters Score -1.007716e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 101393 members 
Entering Unmasked Estep 
Score: -10077167.000000 Penalty: 5721.510254
	Iteration 47Q: 3 clusters Score -1.007717e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 101409 members 
Entering Unmasked Estep 
Score: -10077187.000000 Penalty: 5721.510254
	Iteration 48Q: 3 clusters Score -1.007719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 101419 members 
Entering Unmasked Estep 
Score: -10077190.000000 Penalty: 5721.510254
	Iteration 49Q: 3 clusters Score -1.007719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -10077198.000000 Penalty: 5721.510254
	Iteration 50Q: 3 clusters Score -1.00772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 101432 members 
Entering Unmasked Estep 
Score: -10077226.000000 Penalty: 5721.510254
	Iteration 51Q: 3 clusters Score -1.007723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 101437 members 
Entering Unmasked Estep 
Score: -10077216.000000 Penalty: 5721.510254
	Iteration 52Q: 3 clusters Score -1.007722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 101443 members 
Entering Unmasked Estep 
Score: -10077221.000000 Penalty: 5721.510254
	Iteration 53Q: 3 clusters Score -1.007722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 101448 members 
Entering Unmasked Estep 
Score: -10077217.000000 Penalty: 5721.510254
	Iteration 54Q: 3 clusters Score -1.007722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 101457 members 
Entering Unmasked Estep 
Score: -10077218.000000 Penalty: 5721.510254
	Iteration 55Q: 3 clusters Score -1.007722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 101465 members 
Entering Unmasked Estep 
Score: -10077218.000000 Penalty: 5721.510254
	Iteration 56Q: 3 clusters Score -1.007722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 101471 members 
Entering Unmasked Estep 
Score: -10077238.000000 Penalty: 5721.510254
	Iteration 57Q: 3 clusters Score -1.007724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 101482 members 
Entering Unmasked Estep 
Score: -10077244.000000 Penalty: 5721.510254
	Iteration 58Q: 3 clusters Score -1.007724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 101494 members 
Entering Unmasked Estep 
Score: -10077249.000000 Penalty: 5721.510254
	Iteration 59Q: 3 clusters Score -1.007725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 101502 members 
Entering Unmasked Estep 
Score: -10077255.000000 Penalty: 5721.510254
	Iteration 60F: 3 clusters Score -1.007726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 101508 members 
Entering Unmasked Estep 
Score: -10077265.000000 Penalty: 5721.510254
	Iteration 61Q: 3 clusters Score -1.007726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 101516 members 
Entering Unmasked Estep 
Score: -10077268.000000 Penalty: 5721.510254
	Iteration 62Q: 3 clusters Score -1.007727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 101519 members 
Entering Unmasked Estep 
Score: -10077278.000000 Penalty: 5721.510254
	Iteration 63Q: 3 clusters Score -1.007728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 101521 members 
Entering Unmasked Estep 
Score: -10077273.000000 Penalty: 5721.510254
	Iteration 64Q: 3 clusters Score -1.007727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 101523 members 
Entering Unmasked Estep 
Score: -10077270.000000 Penalty: 5721.510254
	Iteration 65Q: 3 clusters Score -1.007727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 101523 members 
Entering Unmasked Estep 
Score: -10077273.000000 Penalty: 5721.510254
	Iteration 66Q: 3 clusters Score -1.007727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 101525 members 
Entering Unmasked Estep 
Score: -10077271.000000 Penalty: 5721.510254
	Iteration 67Q: 3 clusters Score -1.007727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 101527 members 
Entering Unmasked Estep 
Score: -10077273.000000 Penalty: 5721.510254
	Iteration 68Q: 3 clusters Score -1.007727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 101529 members 
Entering Unmasked Estep 
Score: -10077273.000000 Penalty: 5721.510254
	Iteration 69Q: 3 clusters Score -1.007727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 101532 members 
Entering Unmasked Estep 
Score: -10077281.000000 Penalty: 5721.510254
	Iteration 70Q: 3 clusters Score -1.007728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 101534 members 
Entering Unmasked Estep 
Score: -10077278.000000 Penalty: 5721.510254
	Iteration 71Q: 3 clusters Score -1.007728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 101534 members 
Entering Unmasked Estep 
Score: -10077278.000000 Penalty: 5721.510254
	Iteration 72F: 3 clusters Score -1.007728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Entering Unmasked Estep 
Score: -581544.250000 Penalty: 2168.356201
	Iteration 0F: 2 clusters Score -581544.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -576196.625000 Penalty: 4336.712402
	Iteration 0F: 3 clusters Score -576196.6 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -577553.875000 Penalty: 4336.712402
	Iteration 1F: 3 clusters Score -577553.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -577843.062500 Penalty: 4336.712402
	Iteration 2F: 3 clusters Score -577843.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -578066.562500 Penalty: 4336.712402
	Iteration 3F: 3 clusters Score -578066.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -578249.812500 Penalty: 4336.712402
	Iteration 4Q: 3 clusters Score -578249.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -578441.062500 Penalty: 4336.712402
	Iteration 5Q: 3 clusters Score -578441.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -578617.437500 Penalty: 4336.712402
	Iteration 6Q: 3 clusters Score -578617.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -578783.625000 Penalty: 4336.712402
	Iteration 7Q: 3 clusters Score -578783.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -578938.625000 Penalty: 4336.712402
	Iteration 8Q: 3 clusters Score -578938.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -579101.812500 Penalty: 4336.712402
	Iteration 9Q: 3 clusters Score -579101.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -579234.687500 Penalty: 4336.712402
	Iteration 10Q: 3 clusters Score -579234.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -579341.000000 Penalty: 4336.712402
	Iteration 11Q: 3 clusters Score -579341 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -579441.250000 Penalty: 4336.712402
	Iteration 12Q: 3 clusters Score -579441.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -579540.125000 Penalty: 4336.712402
	Iteration 13Q: 3 clusters Score -579540.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -579618.000000 Penalty: 4336.712402
	Iteration 14Q: 3 clusters Score -579618 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -579672.062500 Penalty: 4336.712402
	Iteration 15Q: 3 clusters Score -579672.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -579718.125000 Penalty: 4336.712402
	Iteration 16Q: 3 clusters Score -579718.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -579754.187500 Penalty: 4336.712402
	Iteration 17Q: 3 clusters Score -579754.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -579782.562500 Penalty: 4336.712402
	Iteration 18Q: 3 clusters Score -579782.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -579806.000000 Penalty: 4336.712402
	Iteration 19Q: 3 clusters Score -579806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -579822.312500 Penalty: 4336.712402
	Iteration 20F: 3 clusters Score -579822.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -579838.250000 Penalty: 4336.712402
	Iteration 21Q: 3 clusters Score -579838.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -579846.000000 Penalty: 4336.712402
	Iteration 22Q: 3 clusters Score -579846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -579855.187500 Penalty: 4336.712402
	Iteration 23Q: 3 clusters Score -579855.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -579863.750000 Penalty: 4336.712402
	Iteration 24Q: 3 clusters Score -579863.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -579872.750000 Penalty: 4336.712402
	Iteration 25Q: 3 clusters Score -579872.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -579881.250000 Penalty: 4336.712402
	Iteration 26Q: 3 clusters Score -579881.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -579891.062500 Penalty: 4336.712402
	Iteration 27Q: 3 clusters Score -579891.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -579895.875000 Penalty: 4336.712402
	Iteration 28Q: 3 clusters Score -579895.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -579898.250000 Penalty: 4336.712402
	Iteration 29Q: 3 clusters Score -579898.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -579905.000000 Penalty: 4336.712402
	Iteration 30Q: 3 clusters Score -579905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -579908.812500 Penalty: 4336.712402
	Iteration 31Q: 3 clusters Score -579908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -579910.375000 Penalty: 4336.712402
	Iteration 32Q: 3 clusters Score -579910.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -579911.937500 Penalty: 4336.712402
	Iteration 33Q: 3 clusters Score -579911.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -579913.812500 Penalty: 4336.712402
	Iteration 34Q: 3 clusters Score -579913.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -579915.000000 Penalty: 4336.712402
	Iteration 35Q: 3 clusters Score -579915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -579915.000000 Penalty: 4336.712402
	Iteration 36F: 3 clusters Score -579915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Entering Unmasked Estep 
Score: -3899394.250000 Penalty: 2648.870605
	Iteration 0F: 2 clusters Score -3899394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -3870069.750000 Penalty: 5297.741211
	Iteration 0F: 3 clusters Score -3870070 nChanged 19995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -3881498.000000 Penalty: 5297.741211
	Iteration 1F: 3 clusters Score -3881498 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3882377.750000 Penalty: 5297.741211
	Iteration 2Q: 3 clusters Score -3882378 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3883421.750000 Penalty: 5297.741211
	Iteration 3F: 3 clusters Score -3883422 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3884490.500000 Penalty: 5297.741211
	Iteration 4F: 3 clusters Score -3884490 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3885667.250000 Penalty: 5297.741211
	Iteration 5F: 3 clusters Score -3885667 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3886796.000000 Penalty: 5297.741211
	Iteration 6F: 3 clusters Score -3886796 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3888004.750000 Penalty: 5297.741211
	Iteration 7F: 3 clusters Score -3888005 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3889228.500000 Penalty: 5297.741211
	Iteration 8F: 3 clusters Score -3889228 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -3890420.250000 Penalty: 5297.741211
	Iteration 9Q: 3 clusters Score -3890420 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3891553.750000 Penalty: 5297.741211
	Iteration 10Q: 3 clusters Score -3891554 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -3892601.250000 Penalty: 5297.741211
	Iteration 11Q: 3 clusters Score -3892601 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -3893564.250000 Penalty: 5297.741211
	Iteration 12Q: 3 clusters Score -3893564 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -3894355.250000 Penalty: 5297.741211
	Iteration 13Q: 3 clusters Score -3894355 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -3894959.500000 Penalty: 5297.741211
	Iteration 14Q: 3 clusters Score -3894960 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -3895416.250000 Penalty: 5297.741211
	Iteration 15Q: 3 clusters Score -3895416 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -3895814.250000 Penalty: 5297.741211
	Iteration 16Q: 3 clusters Score -3895814 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -3896136.250000 Penalty: 5297.741211
	Iteration 17Q: 3 clusters Score -3896136 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -3896420.750000 Penalty: 5297.741211
	Iteration 18Q: 3 clusters Score -3896421 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -3896646.250000 Penalty: 5297.741211
	Iteration 19Q: 3 clusters Score -3896646 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -3896820.250000 Penalty: 5297.741211
	Iteration 20F: 3 clusters Score -3896820 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -3896978.000000 Penalty: 5297.741211
	Iteration 21Q: 3 clusters Score -3896978 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -3897151.000000 Penalty: 5297.741211
	Iteration 22Q: 3 clusters Score -3897151 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -3897300.500000 Penalty: 5297.741211
	Iteration 23Q: 3 clusters Score -3897300 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -3897403.500000 Penalty: 5297.741211
	Iteration 24Q: 3 clusters Score -3897404 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -3897517.500000 Penalty: 5297.741211
	Iteration 25Q: 3 clusters Score -3897518 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -3897628.000000 Penalty: 5297.741211
	Iteration 26Q: 3 clusters Score -3897628 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -3897713.000000 Penalty: 5297.741211
	Iteration 27Q: 3 clusters Score -3897713 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -3897753.750000 Penalty: 5297.741211
	Iteration 28Q: 3 clusters Score -3897754 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -3897811.500000 Penalty: 5297.741211
	Iteration 29Q: 3 clusters Score -3897812 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -3897864.000000 Penalty: 5297.741211
	Iteration 30Q: 3 clusters Score -3897864 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -3897901.500000 Penalty: 5297.741211
	Iteration 31Q: 3 clusters Score -3897902 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -3897937.500000 Penalty: 5297.741211
	Iteration 32Q: 3 clusters Score -3897938 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -3897970.500000 Penalty: 5297.741211
	Iteration 33Q: 3 clusters Score -3897970 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -3897998.500000 Penalty: 5297.741211
	Iteration 34Q: 3 clusters Score -3897998 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -3898012.500000 Penalty: 5297.741211
	Iteration 35Q: 3 clusters Score -3898012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -3898024.500000 Penalty: 5297.741211
	Iteration 36Q: 3 clusters Score -3898024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -3898045.500000 Penalty: 5297.741211
	Iteration 37Q: 3 clusters Score -3898046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -3898057.750000 Penalty: 5297.741211
	Iteration 38Q: 3 clusters Score -3898058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -3898067.250000 Penalty: 5297.741211
	Iteration 39Q: 3 clusters Score -3898067 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -3898078.750000 Penalty: 5297.741211
	Iteration 40F: 3 clusters Score -3898079 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -3898088.500000 Penalty: 5297.741211
	Iteration 41Q: 3 clusters Score -3898088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -3898087.500000 Penalty: 5297.741211
	Iteration 42Q: 3 clusters Score -3898088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -3898098.500000 Penalty: 5297.741211
	Iteration 43Q: 3 clusters Score -3898098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -3898100.250000 Penalty: 5297.741211
	Iteration 44Q: 3 clusters Score -3898100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -3898105.750000 Penalty: 5297.741211
	Iteration 45Q: 3 clusters Score -3898106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -3898105.250000 Penalty: 5297.741211
	Iteration 46Q: 3 clusters Score -3898105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -3898116.750000 Penalty: 5297.741211
	Iteration 47Q: 3 clusters Score -3898117 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -3898125.500000 Penalty: 5297.741211
	Iteration 48Q: 3 clusters Score -3898126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -3898135.250000 Penalty: 5297.741211
	Iteration 49Q: 3 clusters Score -3898135 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -3898150.250000 Penalty: 5297.741211
	Iteration 50Q: 3 clusters Score -3898150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -3898159.750000 Penalty: 5297.741211
	Iteration 51Q: 3 clusters Score -3898160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -3898162.750000 Penalty: 5297.741211
	Iteration 52Q: 3 clusters Score -3898163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -3898164.500000 Penalty: 5297.741211
	Iteration 53Q: 3 clusters Score -3898164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -3898173.500000 Penalty: 5297.741211
	Iteration 54Q: 3 clusters Score -3898174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -3898174.750000 Penalty: 5297.741211
	Iteration 55Q: 3 clusters Score -3898175 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -3898178.500000 Penalty: 5297.741211
	Iteration 56Q: 3 clusters Score -3898178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -3898176.500000 Penalty: 5297.741211
	Iteration 57Q: 3 clusters Score -3898176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -3898183.000000 Penalty: 5297.741211
	Iteration 58Q: 3 clusters Score -3898183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -3898187.000000 Penalty: 5297.741211
	Iteration 59Q: 3 clusters Score -3898187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -3898191.250000 Penalty: 5297.741211
	Iteration 60F: 3 clusters Score -3898191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -3898197.500000 Penalty: 5297.741211
	Iteration 61Q: 3 clusters Score -3898198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -3898200.250000 Penalty: 5297.741211
	Iteration 62Q: 3 clusters Score -3898200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -3898195.250000 Penalty: 5297.741211
	Iteration 63Q: 3 clusters Score -3898195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -3898189.500000 Penalty: 5297.741211
	Iteration 64Q: 3 clusters Score -3898190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -3898194.500000 Penalty: 5297.741211
	Iteration 65Q: 3 clusters Score -3898194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -3898197.000000 Penalty: 5297.741211
	Iteration 66Q: 3 clusters Score -3898197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -3898196.750000 Penalty: 5297.741211
	Iteration 67Q: 3 clusters Score -3898197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -3898196.500000 Penalty: 5297.741211
	Iteration 68Q: 3 clusters Score -3898196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -3898195.250000 Penalty: 5297.741211
	Iteration 69Q: 3 clusters Score -3898195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -3898196.250000 Penalty: 5297.741211
	Iteration 70Q: 3 clusters Score -3898196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -3898193.000000 Penalty: 5297.741211
	Iteration 71Q: 3 clusters Score -3898193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -3898188.500000 Penalty: 5297.741211
	Iteration 72Q: 3 clusters Score -3898188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -3898192.250000 Penalty: 5297.741211
	Iteration 73Q: 3 clusters Score -3898192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -3898192.250000 Penalty: 5297.741211
	Iteration 74Q: 3 clusters Score -3898192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -3898194.250000 Penalty: 5297.741211
	Iteration 75Q: 3 clusters Score -3898194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -3898195.500000 Penalty: 5297.741211
	Iteration 76Q: 3 clusters Score -3898196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -3898194.500000 Penalty: 5297.741211
	Iteration 77Q: 3 clusters Score -3898194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -3898194.500000 Penalty: 5297.741211
	Iteration 78F: 3 clusters Score -3898194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Entering Unmasked Estep 
Score: -285818.500000 Penalty: 2004.665405
	Iteration 0F: 2 clusters Score -285818.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -282462.093750 Penalty: 4009.330811
	Iteration 0F: 3 clusters Score -282462.1 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -283306.875000 Penalty: 4009.330811
	Iteration 1F: 3 clusters Score -283306.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -283647.250000 Penalty: 4009.330811
	Iteration 2F: 3 clusters Score -283647.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -284039.093750 Penalty: 4009.330811
	Iteration 3F: 3 clusters Score -284039.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -284603.781250 Penalty: 4009.330811
	Iteration 4F: 3 clusters Score -284603.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -285154.562500 Penalty: 4009.330811
	Iteration 5F: 3 clusters Score -285154.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -285439.468750 Penalty: 4009.330811
	Iteration 6F: 3 clusters Score -285439.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -285538.312500 Penalty: 4009.330811
	Iteration 7Q: 3 clusters Score -285538.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -285573.062500 Penalty: 4009.330811
	Iteration 8Q: 3 clusters Score -285573.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -285592.750000 Penalty: 4009.330811
	Iteration 9Q: 3 clusters Score -285592.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -285605.500000 Penalty: 4009.330811
	Iteration 10Q: 3 clusters Score -285605.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -285612.968750 Penalty: 4009.330811
	Iteration 11Q: 3 clusters Score -285613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -285617.781250 Penalty: 4009.330811
	Iteration 12Q: 3 clusters Score -285617.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -285620.656250 Penalty: 4009.330811
	Iteration 13Q: 3 clusters Score -285620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -285622.468750 Penalty: 4009.330811
	Iteration 14Q: 3 clusters Score -285622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -285623.531250 Penalty: 4009.330811
	Iteration 15Q: 3 clusters Score -285623.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -285623.750000 Penalty: 4009.330811
	Iteration 16Q: 3 clusters Score -285623.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -285623.750000 Penalty: 4009.330811
	Iteration 17F: 3 clusters Score -285623.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Entering Unmasked Estep 
Score: -429011.968750 Penalty: 2081.292969
	Iteration 0F: 2 clusters Score -429012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -424876.187500 Penalty: 4162.585938
	Iteration 0F: 3 clusters Score -424876.2 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -425788.187500 Penalty: 4162.585938
	Iteration 1F: 3 clusters Score -425788.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -425949.500000 Penalty: 4162.585938
	Iteration 2F: 3 clusters Score -425949.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -426051.593750 Penalty: 4162.585938
	Iteration 3Q: 3 clusters Score -426051.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -426114.687500 Penalty: 4162.585938
	Iteration 4Q: 3 clusters Score -426114.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -426162.562500 Penalty: 4162.585938
	Iteration 5Q: 3 clusters Score -426162.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -426198.687500 Penalty: 4162.585938
	Iteration 6Q: 3 clusters Score -426198.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -426222.187500 Penalty: 4162.585938
	Iteration 7Q: 3 clusters Score -426222.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -426241.281250 Penalty: 4162.585938
	Iteration 8Q: 3 clusters Score -426241.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -426259.750000 Penalty: 4162.585938
	Iteration 9Q: 3 clusters Score -426259.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -426279.125000 Penalty: 4162.585938
	Iteration 10Q: 3 clusters Score -426279.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -426291.156250 Penalty: 4162.585938
	Iteration 11Q: 3 clusters Score -426291.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -426304.156250 Penalty: 4162.585938
	Iteration 12Q: 3 clusters Score -426304.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -426312.500000 Penalty: 4162.585938
	Iteration 13Q: 3 clusters Score -426312.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -426318.125000 Penalty: 4162.585938
	Iteration 14Q: 3 clusters Score -426318.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -426323.718750 Penalty: 4162.585938
	Iteration 15Q: 3 clusters Score -426323.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -426332.718750 Penalty: 4162.585938
	Iteration 16Q: 3 clusters Score -426332.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -426340.031250 Penalty: 4162.585938
	Iteration 17Q: 3 clusters Score -426340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -426347.281250 Penalty: 4162.585938
	Iteration 18Q: 3 clusters Score -426347.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -426356.093750 Penalty: 4162.585938
	Iteration 19Q: 3 clusters Score -426356.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -426364.562500 Penalty: 4162.585938
	Iteration 20F: 3 clusters Score -426364.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -426376.468750 Penalty: 4162.585938
	Iteration 21Q: 3 clusters Score -426376.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -426386.250000 Penalty: 4162.585938
	Iteration 22Q: 3 clusters Score -426386.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -426397.093750 Penalty: 4162.585938
	Iteration 23Q: 3 clusters Score -426397.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -426402.718750 Penalty: 4162.585938
	Iteration 24Q: 3 clusters Score -426402.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -426409.093750 Penalty: 4162.585938
	Iteration 25Q: 3 clusters Score -426409.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -426413.531250 Penalty: 4162.585938
	Iteration 26Q: 3 clusters Score -426413.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -426418.531250 Penalty: 4162.585938
	Iteration 27Q: 3 clusters Score -426418.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -426424.343750 Penalty: 4162.585938
	Iteration 28Q: 3 clusters Score -426424.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -426429.031250 Penalty: 4162.585938
	Iteration 29Q: 3 clusters Score -426429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -426435.625000 Penalty: 4162.585938
	Iteration 30Q: 3 clusters Score -426435.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -426438.687500 Penalty: 4162.585938
	Iteration 31Q: 3 clusters Score -426438.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -426444.437500 Penalty: 4162.585938
	Iteration 32Q: 3 clusters Score -426444.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -426450.468750 Penalty: 4162.585938
	Iteration 33Q: 3 clusters Score -426450.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -426460.687500 Penalty: 4162.585938
	Iteration 34Q: 3 clusters Score -426460.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -426471.343750 Penalty: 4162.585938
	Iteration 35Q: 3 clusters Score -426471.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -426480.281250 Penalty: 4162.585938
	Iteration 36Q: 3 clusters Score -426480.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -426488.875000 Penalty: 4162.585938
	Iteration 37Q: 3 clusters Score -426488.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -426499.000000 Penalty: 4162.585938
	Iteration 38Q: 3 clusters Score -426499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -426507.250000 Penalty: 4162.585938
	Iteration 39Q: 3 clusters Score -426507.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -426513.875000 Penalty: 4162.585938
	Iteration 40F: 3 clusters Score -426513.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -426521.656250 Penalty: 4162.585938
	Iteration 41Q: 3 clusters Score -426521.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -426528.250000 Penalty: 4162.585938
	Iteration 42Q: 3 clusters Score -426528.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -426538.031250 Penalty: 4162.585938
	Iteration 43Q: 3 clusters Score -426538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -426547.281250 Penalty: 4162.585938
	Iteration 44Q: 3 clusters Score -426547.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -426559.281250 Penalty: 4162.585938
	Iteration 45Q: 3 clusters Score -426559.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -426568.187500 Penalty: 4162.585938
	Iteration 46Q: 3 clusters Score -426568.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -426574.500000 Penalty: 4162.585938
	Iteration 47Q: 3 clusters Score -426574.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -426582.468750 Penalty: 4162.585938
	Iteration 48Q: 3 clusters Score -426582.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -426589.031250 Penalty: 4162.585938
	Iteration 49Q: 3 clusters Score -426589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -426593.156250 Penalty: 4162.585938
	Iteration 50Q: 3 clusters Score -426593.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -426601.218750 Penalty: 4162.585938
	Iteration 51Q: 3 clusters Score -426601.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -426607.250000 Penalty: 4162.585938
	Iteration 52Q: 3 clusters Score -426607.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -426613.906250 Penalty: 4162.585938
	Iteration 53Q: 3 clusters Score -426613.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -426619.468750 Penalty: 4162.585938
	Iteration 54Q: 3 clusters Score -426619.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -426624.718750 Penalty: 4162.585938
	Iteration 55Q: 3 clusters Score -426624.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -426630.250000 Penalty: 4162.585938
	Iteration 56Q: 3 clusters Score -426630.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -426638.468750 Penalty: 4162.585938
	Iteration 57Q: 3 clusters Score -426638.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -426641.937500 Penalty: 4162.585938
	Iteration 58Q: 3 clusters Score -426641.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -426646.187500 Penalty: 4162.585938
	Iteration 59Q: 3 clusters Score -426646.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -426652.218750 Penalty: 4162.585938
	Iteration 60F: 3 clusters Score -426652.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -426659.562500 Penalty: 4162.585938
	Iteration 61Q: 3 clusters Score -426659.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -426668.781250 Penalty: 4162.585938
	Iteration 62Q: 3 clusters Score -426668.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -426680.093750 Penalty: 4162.585938
	Iteration 63Q: 3 clusters Score -426680.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -426687.593750 Penalty: 4162.585938
	Iteration 64Q: 3 clusters Score -426687.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -426695.062500 Penalty: 4162.585938
	Iteration 65Q: 3 clusters Score -426695.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -426703.406250 Penalty: 4162.585938
	Iteration 66Q: 3 clusters Score -426703.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -426714.343750 Penalty: 4162.585938
	Iteration 67Q: 3 clusters Score -426714.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -426730.687500 Penalty: 4162.585938
	Iteration 68Q: 3 clusters Score -426730.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -426743.375000 Penalty: 4162.585938
	Iteration 69Q: 3 clusters Score -426743.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -426752.375000 Penalty: 4162.585938
	Iteration 70Q: 3 clusters Score -426752.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -426765.812500 Penalty: 4162.585938
	Iteration 71Q: 3 clusters Score -426765.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -426782.343750 Penalty: 4162.585938
	Iteration 72Q: 3 clusters Score -426782.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -426800.343750 Penalty: 4162.585938
	Iteration 73Q: 3 clusters Score -426800.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -426824.437500 Penalty: 4162.585938
	Iteration 74Q: 3 clusters Score -426824.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -426845.781250 Penalty: 4162.585938
	Iteration 75Q: 3 clusters Score -426845.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -426863.406250 Penalty: 4162.585938
	Iteration 76Q: 3 clusters Score -426863.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -426881.750000 Penalty: 4162.585938
	Iteration 77Q: 3 clusters Score -426881.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -426898.843750 Penalty: 4162.585938
	Iteration 78Q: 3 clusters Score -426898.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -426916.218750 Penalty: 4162.585938
	Iteration 79Q: 3 clusters Score -426916.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -426935.343750 Penalty: 4162.585938
	Iteration 80F: 3 clusters Score -426935.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -426952.062500 Penalty: 4162.585938
	Iteration 81Q: 3 clusters Score -426952.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -426972.031250 Penalty: 4162.585938
	Iteration 82Q: 3 clusters Score -426972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -426990.312500 Penalty: 4162.585938
	Iteration 83Q: 3 clusters Score -426990.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -427015.375000 Penalty: 4162.585938
	Iteration 84Q: 3 clusters Score -427015.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -427038.937500 Penalty: 4162.585938
	Iteration 85Q: 3 clusters Score -427038.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -427054.531250 Penalty: 4162.585938
	Iteration 86Q: 3 clusters Score -427054.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -427070.750000 Penalty: 4162.585938
	Iteration 87Q: 3 clusters Score -427070.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -427090.187500 Penalty: 4162.585938
	Iteration 88Q: 3 clusters Score -427090.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -427105.375000 Penalty: 4162.585938
	Iteration 89Q: 3 clusters Score -427105.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -427118.843750 Penalty: 4162.585938
	Iteration 90Q: 3 clusters Score -427118.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -427125.375000 Penalty: 4162.585938
	Iteration 91Q: 3 clusters Score -427125.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -427131.156250 Penalty: 4162.585938
	Iteration 92Q: 3 clusters Score -427131.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -427131.875000 Penalty: 4162.585938
	Iteration 93Q: 3 clusters Score -427131.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -427133.781250 Penalty: 4162.585938
	Iteration 94Q: 3 clusters Score -427133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -427134.937500 Penalty: 4162.585938
	Iteration 95Q: 3 clusters Score -427134.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -427135.625000 Penalty: 4162.585938
	Iteration 96Q: 3 clusters Score -427135.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -427137.906250 Penalty: 4162.585938
	Iteration 97Q: 3 clusters Score -427137.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -427139.281250 Penalty: 4162.585938
	Iteration 98Q: 3 clusters Score -427139.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -427139.656250 Penalty: 4162.585938
	Iteration 99Q: 3 clusters Score -427139.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -427139.656250 Penalty: 4162.585938
	Iteration 100F: 3 clusters Score -427139.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Entering Unmasked Estep 
Score: -464830.750000 Penalty: 2109.771484
	Iteration 0F: 2 clusters Score -464830.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -460307.250000 Penalty: 4219.542969
	Iteration 0F: 3 clusters Score -460307.2 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -461324.937500 Penalty: 4219.542969
	Iteration 1F: 3 clusters Score -461324.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -461516.343750 Penalty: 4219.542969
	Iteration 2F: 3 clusters Score -461516.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -461633.593750 Penalty: 4219.542969
	Iteration 3Q: 3 clusters Score -461633.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -461732.750000 Penalty: 4219.542969
	Iteration 4Q: 3 clusters Score -461732.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -461807.437500 Penalty: 4219.542969
	Iteration 5Q: 3 clusters Score -461807.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -461878.968750 Penalty: 4219.542969
	Iteration 6Q: 3 clusters Score -461879 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -461928.625000 Penalty: 4219.542969
	Iteration 7Q: 3 clusters Score -461928.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -461970.218750 Penalty: 4219.542969
	Iteration 8Q: 3 clusters Score -461970.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -462006.593750 Penalty: 4219.542969
	Iteration 9Q: 3 clusters Score -462006.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -462037.781250 Penalty: 4219.542969
	Iteration 10Q: 3 clusters Score -462037.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -462059.531250 Penalty: 4219.542969
	Iteration 11Q: 3 clusters Score -462059.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -462090.093750 Penalty: 4219.542969
	Iteration 12Q: 3 clusters Score -462090.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -462123.406250 Penalty: 4219.542969
	Iteration 13Q: 3 clusters Score -462123.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -462157.562500 Penalty: 4219.542969
	Iteration 14Q: 3 clusters Score -462157.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -462196.343750 Penalty: 4219.542969
	Iteration 15Q: 3 clusters Score -462196.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -462235.093750 Penalty: 4219.542969
	Iteration 16Q: 3 clusters Score -462235.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -462283.125000 Penalty: 4219.542969
	Iteration 17Q: 3 clusters Score -462283.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -462329.656250 Penalty: 4219.542969
	Iteration 18Q: 3 clusters Score -462329.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -462379.312500 Penalty: 4219.542969
	Iteration 19Q: 3 clusters Score -462379.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -462421.031250 Penalty: 4219.542969
	Iteration 20F: 3 clusters Score -462421 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -462466.468750 Penalty: 4219.542969
	Iteration 21Q: 3 clusters Score -462466.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -462522.187500 Penalty: 4219.542969
	Iteration 22Q: 3 clusters Score -462522.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -462582.343750 Penalty: 4219.542969
	Iteration 23Q: 3 clusters Score -462582.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -462628.312500 Penalty: 4219.542969
	Iteration 24Q: 3 clusters Score -462628.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -462673.656250 Penalty: 4219.542969
	Iteration 25Q: 3 clusters Score -462673.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -462715.906250 Penalty: 4219.542969
	Iteration 26Q: 3 clusters Score -462715.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -462769.343750 Penalty: 4219.542969
	Iteration 27Q: 3 clusters Score -462769.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -462820.937500 Penalty: 4219.542969
	Iteration 28Q: 3 clusters Score -462820.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -462865.687500 Penalty: 4219.542969
	Iteration 29Q: 3 clusters Score -462865.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -462906.218750 Penalty: 4219.542969
	Iteration 30Q: 3 clusters Score -462906.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -462953.687500 Penalty: 4219.542969
	Iteration 31Q: 3 clusters Score -462953.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -462999.062500 Penalty: 4219.542969
	Iteration 32Q: 3 clusters Score -462999.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -463029.906250 Penalty: 4219.542969
	Iteration 33Q: 3 clusters Score -463029.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -463050.906250 Penalty: 4219.542969
	Iteration 34Q: 3 clusters Score -463050.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -463072.750000 Penalty: 4219.542969
	Iteration 35Q: 3 clusters Score -463072.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -463082.500000 Penalty: 4219.542969
	Iteration 36Q: 3 clusters Score -463082.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -463087.656250 Penalty: 4219.542969
	Iteration 37Q: 3 clusters Score -463087.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -463091.718750 Penalty: 4219.542969
	Iteration 38Q: 3 clusters Score -463091.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -463091.718750 Penalty: 4219.542969
	Iteration 39F: 3 clusters Score -463091.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (29196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Entering Unmasked Estep 
Score: -2606714.500000 Penalty: 2549.883057
	Iteration 0F: 2 clusters Score -2606714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2586660.750000 Penalty: 5099.766113
	Iteration 0F: 3 clusters Score -2586661 nChanged 13161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2594370.000000 Penalty: 5099.766113
	Iteration 1F: 3 clusters Score -2594370 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2595305.000000 Penalty: 5099.766113
	Iteration 2F: 3 clusters Score -2595305 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2596287.000000 Penalty: 5099.766113
	Iteration 3F: 3 clusters Score -2596287 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2597400.750000 Penalty: 5099.766113
	Iteration 4F: 3 clusters Score -2597401 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2598554.000000 Penalty: 5099.766113
	Iteration 5F: 3 clusters Score -2598554 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2599676.750000 Penalty: 5099.766113
	Iteration 6F: 3 clusters Score -2599677 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2600612.500000 Penalty: 5099.766113
	Iteration 7F: 3 clusters Score -2600612 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2601222.750000 Penalty: 5099.766113
	Iteration 8Q: 3 clusters Score -2601223 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2601521.500000 Penalty: 5099.766113
	Iteration 9Q: 3 clusters Score -2601522 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2601710.250000 Penalty: 5099.766113
	Iteration 10Q: 3 clusters Score -2601710 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2601851.500000 Penalty: 5099.766113
	Iteration 11Q: 3 clusters Score -2601852 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2601948.500000 Penalty: 5099.766113
	Iteration 12Q: 3 clusters Score -2601948 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2602024.500000 Penalty: 5099.766113
	Iteration 13Q: 3 clusters Score -2602024 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2602098.500000 Penalty: 5099.766113
	Iteration 14Q: 3 clusters Score -2602098 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2602177.000000 Penalty: 5099.766113
	Iteration 15Q: 3 clusters Score -2602177 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2602250.000000 Penalty: 5099.766113
	Iteration 16Q: 3 clusters Score -2602250 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2602349.500000 Penalty: 5099.766113
	Iteration 17Q: 3 clusters Score -2602350 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2602448.750000 Penalty: 5099.766113
	Iteration 18Q: 3 clusters Score -2602449 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2602572.250000 Penalty: 5099.766113
	Iteration 19Q: 3 clusters Score -2602572 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2602675.250000 Penalty: 5099.766113
	Iteration 20F: 3 clusters Score -2602675 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2602789.500000 Penalty: 5099.766113
	Iteration 21Q: 3 clusters Score -2602790 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2602909.250000 Penalty: 5099.766113
	Iteration 22Q: 3 clusters Score -2602909 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2603037.250000 Penalty: 5099.766113
	Iteration 23Q: 3 clusters Score -2603037 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2603141.750000 Penalty: 5099.766113
	Iteration 24Q: 3 clusters Score -2603142 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2603253.750000 Penalty: 5099.766113
	Iteration 25Q: 3 clusters Score -2603254 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2603354.750000 Penalty: 5099.766113
	Iteration 26Q: 3 clusters Score -2603355 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2603445.250000 Penalty: 5099.766113
	Iteration 27Q: 3 clusters Score -2603445 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2603507.000000 Penalty: 5099.766113
	Iteration 28Q: 3 clusters Score -2603507 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2603582.750000 Penalty: 5099.766113
	Iteration 29Q: 3 clusters Score -2603583 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2603649.250000 Penalty: 5099.766113
	Iteration 30Q: 3 clusters Score -2603649 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2603701.500000 Penalty: 5099.766113
	Iteration 31Q: 3 clusters Score -2603702 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2603734.500000 Penalty: 5099.766113
	Iteration 32Q: 3 clusters Score -2603734 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2603768.000000 Penalty: 5099.766113
	Iteration 33Q: 3 clusters Score -2603768 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2603798.000000 Penalty: 5099.766113
	Iteration 34Q: 3 clusters Score -2603798 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2603833.000000 Penalty: 5099.766113
	Iteration 35Q: 3 clusters Score -2603833 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2603858.000000 Penalty: 5099.766113
	Iteration 36Q: 3 clusters Score -2603858 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2603900.000000 Penalty: 5099.766113
	Iteration 37Q: 3 clusters Score -2603900 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2603924.000000 Penalty: 5099.766113
	Iteration 38Q: 3 clusters Score -2603924 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2603961.000000 Penalty: 5099.766113
	Iteration 39Q: 3 clusters Score -2603961 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2603987.500000 Penalty: 5099.766113
	Iteration 40F: 3 clusters Score -2603988 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2604012.750000 Penalty: 5099.766113
	Iteration 41Q: 3 clusters Score -2604013 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2604040.250000 Penalty: 5099.766113
	Iteration 42Q: 3 clusters Score -2604040 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2604050.000000 Penalty: 5099.766113
	Iteration 43Q: 3 clusters Score -2604050 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2604075.750000 Penalty: 5099.766113
	Iteration 44Q: 3 clusters Score -2604076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2604097.250000 Penalty: 5099.766113
	Iteration 45Q: 3 clusters Score -2604097 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2604107.000000 Penalty: 5099.766113
	Iteration 46Q: 3 clusters Score -2604107 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2604121.000000 Penalty: 5099.766113
	Iteration 47Q: 3 clusters Score -2604121 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2604132.500000 Penalty: 5099.766113
	Iteration 48Q: 3 clusters Score -2604132 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2604138.750000 Penalty: 5099.766113
	Iteration 49Q: 3 clusters Score -2604139 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2604148.500000 Penalty: 5099.766113
	Iteration 50Q: 3 clusters Score -2604148 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2604169.250000 Penalty: 5099.766113
	Iteration 51Q: 3 clusters Score -2604169 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2604178.500000 Penalty: 5099.766113
	Iteration 52Q: 3 clusters Score -2604178 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2604200.250000 Penalty: 5099.766113
	Iteration 53Q: 3 clusters Score -2604200 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2604215.000000 Penalty: 5099.766113
	Iteration 54Q: 3 clusters Score -2604215 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2604233.500000 Penalty: 5099.766113
	Iteration 55Q: 3 clusters Score -2604234 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2604251.750000 Penalty: 5099.766113
	Iteration 56Q: 3 clusters Score -2604252 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2604258.250000 Penalty: 5099.766113
	Iteration 57Q: 3 clusters Score -2604258 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2604278.750000 Penalty: 5099.766113
	Iteration 58Q: 3 clusters Score -2604279 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2604310.500000 Penalty: 5099.766113
	Iteration 59Q: 3 clusters Score -2604310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2604319.750000 Penalty: 5099.766113
	Iteration 60F: 3 clusters Score -2604320 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2604322.250000 Penalty: 5099.766113
	Iteration 61Q: 3 clusters Score -2604322 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2604332.500000 Penalty: 5099.766113
	Iteration 62Q: 3 clusters Score -2604332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2604348.750000 Penalty: 5099.766113
	Iteration 63Q: 3 clusters Score -2604349 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2604359.000000 Penalty: 5099.766113
	Iteration 64Q: 3 clusters Score -2604359 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2604371.750000 Penalty: 5099.766113
	Iteration 65Q: 3 clusters Score -2604372 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2604391.250000 Penalty: 5099.766113
	Iteration 66Q: 3 clusters Score -2604391 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2604399.000000 Penalty: 5099.766113
	Iteration 67Q: 3 clusters Score -2604399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2604404.750000 Penalty: 5099.766113
	Iteration 68Q: 3 clusters Score -2604405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2604406.750000 Penalty: 5099.766113
	Iteration 69Q: 3 clusters Score -2604407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2604413.500000 Penalty: 5099.766113
	Iteration 70Q: 3 clusters Score -2604414 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2604417.500000 Penalty: 5099.766113
	Iteration 71Q: 3 clusters Score -2604418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2604422.750000 Penalty: 5099.766113
	Iteration 72Q: 3 clusters Score -2604423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2604435.750000 Penalty: 5099.766113
	Iteration 73Q: 3 clusters Score -2604436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2604438.000000 Penalty: 5099.766113
	Iteration 74Q: 3 clusters Score -2604438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2604448 nChanged 72
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Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2604461.750000 Penalty: 5099.766113
	Iteration 76Q: 3 clusters Score -2604462 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2604490.250000 Penalty: 5099.766113
	Iteration 77Q: 3 clusters Score -2604490 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2604504.500000 Penalty: 5099.766113
	Iteration 78Q: 3 clusters Score -2604504 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2604517.000000 Penalty: 5099.766113
	Iteration 79Q: 3 clusters Score -2604517 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2604530.750000 Penalty: 5099.766113
	Iteration 80F: 3 clusters Score -2604531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2604535.250000 Penalty: 5099.766113
	Iteration 81Q: 3 clusters Score -2604535 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2604545.000000 Penalty: 5099.766113
	Iteration 82Q: 3 clusters Score -2604545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2604560.750000 Penalty: 5099.766113
	Iteration 83Q: 3 clusters Score -2604561 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2604560 nChanged 33
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Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2604568.750000 Penalty: 5099.766113
	Iteration 85Q: 3 clusters Score -2604569 nChanged 32
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Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2604570.250000 Penalty: 5099.766113
	Iteration 86Q: 3 clusters Score -2604570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2604575.000000 Penalty: 5099.766113
	Iteration 87Q: 3 clusters Score -2604575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2604580.500000 Penalty: 5099.766113
	Iteration 88Q: 3 clusters Score -2604580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2604584.250000 Penalty: 5099.766113
	Iteration 89Q: 3 clusters Score -2604584 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2604592.250000 Penalty: 5099.766113
	Iteration 90Q: 3 clusters Score -2604592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2604591.500000 Penalty: 5099.766113
	Iteration 91Q: 3 clusters Score -2604592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2604595.500000 Penalty: 5099.766113
	Iteration 92Q: 3 clusters Score -2604596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2604604.000000 Penalty: 5099.766113
	Iteration 93Q: 3 clusters Score -2604604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2604618.750000 Penalty: 5099.766113
	Iteration 94Q: 3 clusters Score -2604619 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2604630.750000 Penalty: 5099.766113
	Iteration 95Q: 3 clusters Score -2604631 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2604635.250000 Penalty: 5099.766113
	Iteration 96Q: 3 clusters Score -2604635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2604646.750000 Penalty: 5099.766113
	Iteration 97Q: 3 clusters Score -2604647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2604641.750000 Penalty: 5099.766113
	Iteration 98Q: 3 clusters Score -2604642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2604649.000000 Penalty: 5099.766113
	Iteration 99Q: 3 clusters Score -2604649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2604656.750000 Penalty: 5099.766113
	Iteration 100F: 3 clusters Score -2604657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2604662.000000 Penalty: 5099.766113
	Iteration 101Q: 3 clusters Score -2604662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2604669.000000 Penalty: 5099.766113
	Iteration 102Q: 3 clusters Score -2604669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2604672.250000 Penalty: 5099.766113
	Iteration 103Q: 3 clusters Score -2604672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2604676.000000 Penalty: 5099.766113
	Iteration 104Q: 3 clusters Score -2604676 nChanged 23
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Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2604680.750000 Penalty: 5099.766113
	Iteration 105Q: 3 clusters Score -2604681 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2604691.250000 Penalty: 5099.766113
	Iteration 106Q: 3 clusters Score -2604691 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2604688.500000 Penalty: 5099.766113
	Iteration 107Q: 3 clusters Score -2604688 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2604696.250000 Penalty: 5099.766113
	Iteration 108Q: 3 clusters Score -2604696 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2604703.250000 Penalty: 5099.766113
	Iteration 109Q: 3 clusters Score -2604703 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2604701.750000 Penalty: 5099.766113
	Iteration 110Q: 3 clusters Score -2604702 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2604713.250000 Penalty: 5099.766113
	Iteration 111Q: 3 clusters Score -2604713 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2604716.750000 Penalty: 5099.766113
	Iteration 112Q: 3 clusters Score -2604717 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2604723.250000 Penalty: 5099.766113
	Iteration 113Q: 3 clusters Score -2604723 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2604724.500000 Penalty: 5099.766113
	Iteration 114Q: 3 clusters Score -2604724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2604726.500000 Penalty: 5099.766113
	Iteration 115Q: 3 clusters Score -2604726 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2604726.500000 Penalty: 5099.766113
	Iteration 116Q: 3 clusters Score -2604726 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2604728.000000 Penalty: 5099.766113
	Iteration 117Q: 3 clusters Score -2604728 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2604734.250000 Penalty: 5099.766113
	Iteration 118Q: 3 clusters Score -2604734 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2604743.250000 Penalty: 5099.766113
	Iteration 119Q: 3 clusters Score -2604743 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2604739.750000 Penalty: 5099.766113
	Iteration 120F: 3 clusters Score -2604740 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2604741.000000 Penalty: 5099.766113
	Iteration 121Q: 3 clusters Score -2604741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2604732.750000 Penalty: 5099.766113
	Iteration 122Q: 3 clusters Score -2604733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2604736.500000 Penalty: 5099.766113
	Iteration 123Q: 3 clusters Score -2604736 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2604738.000000 Penalty: 5099.766113
	Iteration 124Q: 3 clusters Score -2604738 nChanged 4
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Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2604736.250000 Penalty: 5099.766113
	Iteration 125Q: 3 clusters Score -2604736 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2604734.000000 Penalty: 5099.766113
	Iteration 126Q: 3 clusters Score -2604734 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26739 members 
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Entering Unmasked Estep 
Score: -2604736.500000 Penalty: 5099.766113
	Iteration 127Q: 3 clusters Score -2604736 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26748 members 
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Entering Unmasked Estep 
Score: -2604733.250000 Penalty: 5099.766113
	Iteration 128Q: 3 clusters Score -2604733 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2604738.250000 Penalty: 5099.766113
	Iteration 129Q: 3 clusters Score -2604738 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26758 members 
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Entering Unmasked Estep 
Score: -2604742.250000 Penalty: 5099.766113
	Iteration 130Q: 3 clusters Score -2604742 nChanged 5
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Mstep: Class 1 contains 26763 members 
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Entering Unmasked Estep 
Score: -2604745.500000 Penalty: 5099.766113
	Iteration 131Q: 3 clusters Score -2604746 nChanged 4
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Mstep: Class 1 contains 26765 members 
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Score: -2604741.750000 Penalty: 5099.766113
	Iteration 132Q: 3 clusters Score -2604742 nChanged 5
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Mstep: Class 1 contains 26768 members 
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Entering Unmasked Estep 
Score: -2604741.250000 Penalty: 5099.766113
	Iteration 133Q: 3 clusters Score -2604741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2604744.500000 Penalty: 5099.766113
	Iteration 134Q: 3 clusters Score -2604744 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2604744.000000 Penalty: 5099.766113
	Iteration 135Q: 3 clusters Score -2604744 nChanged 3
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Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2604741.750000 Penalty: 5099.766113
	Iteration 136Q: 3 clusters Score -2604742 nChanged 9
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Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2604746 nChanged 7
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Mstep: Class 1 contains 26788 members 
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Entering Unmasked Estep 
Score: -2604745.750000 Penalty: 5099.766113
	Iteration 138Q: 3 clusters Score -2604746 nChanged 8
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Mstep: Class 1 contains 26794 members 
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Entering Unmasked Estep 
Score: -2604743.750000 Penalty: 5099.766113
	Iteration 139Q: 3 clusters Score -2604744 nChanged 6
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Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2604744.750000 Penalty: 5099.766113
	Iteration 140F: 3 clusters Score -2604745 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26808 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2604745 nChanged 8
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Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2604747 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
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Entering Unmasked Estep 
Score: -2604747.500000 Penalty: 5099.766113
	Iteration 143Q: 3 clusters Score -2604748 nChanged 8
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Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2604740.500000 Penalty: 5099.766113
	Iteration 144Q: 3 clusters Score -2604740 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2604744.250000 Penalty: 5099.766113
	Iteration 145Q: 3 clusters Score -2604744 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2604747.000000 Penalty: 5099.766113
	Iteration 146Q: 3 clusters Score -2604747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2604749.250000 Penalty: 5099.766113
	Iteration 147Q: 3 clusters Score -2604749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2604750.250000 Penalty: 5099.766113
	Iteration 148Q: 3 clusters Score -2604750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2604752.750000 Penalty: 5099.766113
	Iteration 149Q: 3 clusters Score -2604753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2604756.750000 Penalty: 5099.766113
	Iteration 150Q: 3 clusters Score -2604757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2604754.000000 Penalty: 5099.766113
	Iteration 151Q: 3 clusters Score -2604754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2604764.000000 Penalty: 5099.766113
	Iteration 152Q: 3 clusters Score -2604764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2604769.750000 Penalty: 5099.766113
	Iteration 153Q: 3 clusters Score -2604770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2604777.750000 Penalty: 5099.766113
	Iteration 154Q: 3 clusters Score -2604778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2604782.500000 Penalty: 5099.766113
	Iteration 155Q: 3 clusters Score -2604782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2604801.750000 Penalty: 5099.766113
	Iteration 156Q: 3 clusters Score -2604802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2604814.750000 Penalty: 5099.766113
	Iteration 157Q: 3 clusters Score -2604815 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2604825.750000 Penalty: 5099.766113
	Iteration 158Q: 3 clusters Score -2604826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2604850.000000 Penalty: 5099.766113
	Iteration 159Q: 3 clusters Score -2604850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2604874.750000 Penalty: 5099.766113
	Iteration 160F: 3 clusters Score -2604875 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2604911.000000 Penalty: 5099.766113
	Iteration 161Q: 3 clusters Score -2604911 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2604963.750000 Penalty: 5099.766113
	Iteration 162Q: 3 clusters Score -2604964 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2605033.750000 Penalty: 5099.766113
	Iteration 163Q: 3 clusters Score -2605034 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2605090.250000 Penalty: 5099.766113
	Iteration 164Q: 3 clusters Score -2605090 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2605179.250000 Penalty: 5099.766113
	Iteration 165Q: 3 clusters Score -2605179 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2605240.750000 Penalty: 5099.766113
	Iteration 166Q: 3 clusters Score -2605241 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2605294.500000 Penalty: 5099.766113
	Iteration 167Q: 3 clusters Score -2605294 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2605343.000000 Penalty: 5099.766113
	Iteration 168Q: 3 clusters Score -2605343 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2605376.750000 Penalty: 5099.766113
	Iteration 169Q: 3 clusters Score -2605377 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2605410.250000 Penalty: 5099.766113
	Iteration 170Q: 3 clusters Score -2605410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2605426.750000 Penalty: 5099.766113
	Iteration 171Q: 3 clusters Score -2605427 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2605439.000000 Penalty: 5099.766113
	Iteration 172Q: 3 clusters Score -2605439 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2605459.000000 Penalty: 5099.766113
	Iteration 173Q: 3 clusters Score -2605459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2605461.500000 Penalty: 5099.766113
	Iteration 174Q: 3 clusters Score -2605462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2605474.000000 Penalty: 5099.766113
	Iteration 175Q: 3 clusters Score -2605474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2605478.500000 Penalty: 5099.766113
	Iteration 176Q: 3 clusters Score -2605478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2605490.250000 Penalty: 5099.766113
	Iteration 177Q: 3 clusters Score -2605490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2605491.000000 Penalty: 5099.766113
	Iteration 178Q: 3 clusters Score -2605491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2605490.750000 Penalty: 5099.766113
	Iteration 179Q: 3 clusters Score -2605491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2605520.750000 Penalty: 5099.766113
	Iteration 180F: 3 clusters Score -2605521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2605540.250000 Penalty: 5099.766113
	Iteration 181Q: 3 clusters Score -2605540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2605560.250000 Penalty: 5099.766113
	Iteration 182Q: 3 clusters Score -2605560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2605572.250000 Penalty: 5099.766113
	Iteration 183Q: 3 clusters Score -2605572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2605583.000000 Penalty: 5099.766113
	Iteration 184Q: 3 clusters Score -2605583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2605593.000000 Penalty: 5099.766113
	Iteration 185Q: 3 clusters Score -2605593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2605597.250000 Penalty: 5099.766113
	Iteration 186Q: 3 clusters Score -2605597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2605597.500000 Penalty: 5099.766113
	Iteration 187Q: 3 clusters Score -2605598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2605602.750000 Penalty: 5099.766113
	Iteration 188Q: 3 clusters Score -2605603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2605608.000000 Penalty: 5099.766113
	Iteration 189Q: 3 clusters Score -2605608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2605617.500000 Penalty: 5099.766113
	Iteration 190Q: 3 clusters Score -2605618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2605615.000000 Penalty: 5099.766113
	Iteration 191Q: 3 clusters Score -2605615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2605615.000000 Penalty: 5099.766113
	Iteration 192Q: 3 clusters Score -2605615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2605615.500000 Penalty: 5099.766113
	Iteration 193Q: 3 clusters Score -2605616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2605615.500000 Penalty: 5099.766113
	Iteration 194F: 3 clusters Score -2605616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Entering Unmasked Estep 
Score: -780785.062500 Penalty: 2236.756836
	Iteration 0F: 2 clusters Score -780785.1 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 4156 members 
Entering Unmasked Estep 
Score: -774185.937500 Penalty: 4473.513672
	Iteration 0F: 3 clusters Score -774185.9 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -775908.437500 Penalty: 4473.513672
	Iteration 1F: 3 clusters Score -775908.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -776184.875000 Penalty: 4473.513672
	Iteration 2F: 3 clusters Score -776184.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -776366.750000 Penalty: 4473.513672
	Iteration 3F: 3 clusters Score -776366.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -776514.750000 Penalty: 4473.513672
	Iteration 4Q: 3 clusters Score -776514.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -776638.312500 Penalty: 4473.513672
	Iteration 5Q: 3 clusters Score -776638.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -776752.187500 Penalty: 4473.513672
	Iteration 6Q: 3 clusters Score -776752.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -776844.437500 Penalty: 4473.513672
	Iteration 7Q: 3 clusters Score -776844.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -776926.187500 Penalty: 4473.513672
	Iteration 8Q: 3 clusters Score -776926.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -777015.750000 Penalty: 4473.513672
	Iteration 9Q: 3 clusters Score -777015.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -777120.250000 Penalty: 4473.513672
	Iteration 10Q: 3 clusters Score -777120.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -777229.812500 Penalty: 4473.513672
	Iteration 11Q: 3 clusters Score -777229.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -777349.250000 Penalty: 4473.513672
	Iteration 12Q: 3 clusters Score -777349.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -777479.000000 Penalty: 4473.513672
	Iteration 13Q: 3 clusters Score -777479 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -777609.937500 Penalty: 4473.513672
	Iteration 14Q: 3 clusters Score -777609.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -777777.562500 Penalty: 4473.513672
	Iteration 15Q: 3 clusters Score -777777.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -777975.312500 Penalty: 4473.513672
	Iteration 16Q: 3 clusters Score -777975.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -778205.687500 Penalty: 4473.513672
	Iteration 17Q: 3 clusters Score -778205.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -778413.625000 Penalty: 4473.513672
	Iteration 18Q: 3 clusters Score -778413.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -778580.000000 Penalty: 4473.513672
	Iteration 19Q: 3 clusters Score -778580 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -778688.562500 Penalty: 4473.513672
	Iteration 20F: 3 clusters Score -778688.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -778746.937500 Penalty: 4473.513672
	Iteration 21Q: 3 clusters Score -778746.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -778787.250000 Penalty: 4473.513672
	Iteration 22Q: 3 clusters Score -778787.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -778810.687500 Penalty: 4473.513672
	Iteration 23Q: 3 clusters Score -778810.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -778822.812500 Penalty: 4473.513672
	Iteration 24Q: 3 clusters Score -778822.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -778832.500000 Penalty: 4473.513672
	Iteration 25Q: 3 clusters Score -778832.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -778841.375000 Penalty: 4473.513672
	Iteration 26Q: 3 clusters Score -778841.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -778845.437500 Penalty: 4473.513672
	Iteration 27Q: 3 clusters Score -778845.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -778848.687500 Penalty: 4473.513672
	Iteration 28Q: 3 clusters Score -778848.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -778849.250000 Penalty: 4473.513672
	Iteration 29Q: 3 clusters Score -778849.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -778850.000000 Penalty: 4473.513672
	Iteration 30Q: 3 clusters Score -778850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -778851.875000 Penalty: 4473.513672
	Iteration 31Q: 3 clusters Score -778851.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -778851.937500 Penalty: 4473.513672
	Iteration 32Q: 3 clusters Score -778851.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -778854.062500 Penalty: 4473.513672
	Iteration 33Q: 3 clusters Score -778854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -778853.562500 Penalty: 4473.513672
	Iteration 34Q: 3 clusters Score -778853.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -778852.312500 Penalty: 4473.513672
	Iteration 35Q: 3 clusters Score -778852.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -778852.312500 Penalty: 4473.513672
	Iteration 36F: 3 clusters Score -778852.3 nChanged 0
24->39 Clusters: Score -157701728.000000, best is -157718272.000000

Starting from 25 clusters...
--- Clustering full data set of 1672023 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69125 members 
Mstep: Class 2 contains 69335 members 
Mstep: Class 3 contains 69642 members 
Mstep: Class 4 contains 69708 members 
Mstep: Class 5 contains 69741 members 
Mstep: Class 6 contains 69703 members 
Mstep: Class 7 contains 69471 members 
Mstep: Class 8 contains 69604 members 
Mstep: Class 9 contains 69511 members 
Mstep: Class 10 contains 69447 members 
Mstep: Class 11 contains 69425 members 
Mstep: Class 12 contains 70244 members 
Mstep: Class 13 contains 69575 members 
Mstep: Class 14 contains 70026 members 
Mstep: Class 15 contains 70058 members 
Mstep: Class 16 contains 70063 members 
Mstep: Class 17 contains 69004 members 
Mstep: Class 18 contains 69377 members 
Mstep: Class 19 contains 69760 members 
Mstep: Class 20 contains 69731 members 
Mstep: Class 21 contains 69817 members 
Mstep: Class 22 contains 69721 members 
Mstep: Class 23 contains 69896 members 
Mstep: Class 24 contains 70039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1233.858765 but Gain 3553.726562
Score: -148907824.000000 Penalty: 81735.726562
Iteration 0F: 24 clusters Score -1.489078e+08 nChanged 1593633
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 2 contains 38135 members 
Mstep: Class 3 contains 214714 members 
Mstep: Class 4 contains 63734 members 
Mstep: Class 5 contains 68535 members 
Mstep: Class 6 contains 78280 members 
Mstep: Class 7 contains 61111 members 
Mstep: Class 8 contains 66820 members 
Mstep: Class 9 contains 60412 members 
Mstep: Class 10 contains 47492 members 
Mstep: Class 11 contains 108979 members 
Mstep: Class 12 contains 73557 members 
Mstep: Class 13 contains 83013 members 
Mstep: Class 14 contains 60894 members 
Mstep: Class 15 contains 95033 members 
Mstep: Class 16 contains 72036 members 
Mstep: Class 17 contains 71228 members 
Mstep: Class 18 contains 48877 members 
Mstep: Class 19 contains 58717 members 
Mstep: Class 20 contains 51455 members 
Mstep: Class 21 contains 70466 members 
Mstep: Class 22 contains 65625 members 
Mstep: Class 23 contains 67982 members 
Mstep: Class 24 contains 44850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -153343296.000000 Penalty: 81735.726562
Iteration 1F: 24 clusters Score -1.533433e+08 nChanged 624752
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 24030 members 
Mstep: Class 3 contains 233101 members 
Mstep: Class 4 contains 53473 members 
Mstep: Class 5 contains 56544 members 
Mstep: Class 6 contains 88688 members 
Mstep: Class 7 contains 63972 members 
Mstep: Class 8 contains 67299 members 
Mstep: Class 9 contains 37979 members 
Mstep: Class 10 contains 43953 members 
Mstep: Class 11 contains 106474 members 
Mstep: Class 12 contains 56438 members 
Mstep: Class 13 contains 107718 members 
Mstep: Class 14 contains 50663 members 
Mstep: Class 15 contains 152811 members 
Mstep: Class 16 contains 74090 members 
Mstep: Class 17 contains 78036 members 
Mstep: Class 18 contains 47767 members 
Mstep: Class 19 contains 64385 members 
Mstep: Class 20 contains 46987 members 
Mstep: Class 21 contains 82159 members 
Mstep: Class 22 contains 46121 members 
Mstep: Class 23 contains 57036 members 
Mstep: Class 24 contains 32268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -154667504.000000 Penalty: 81735.726562
Iteration 2F: 24 clusters Score -1.546675e+08 nChanged 512223
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 13246 members 
Mstep: Class 3 contains 233663 members 
Mstep: Class 4 contains 43658 members 
Mstep: Class 5 contains 50858 members 
Mstep: Class 6 contains 102003 members 
Mstep: Class 7 contains 81027 members 
Mstep: Class 8 contains 50897 members 
Mstep: Class 9 contains 26299 members 
Mstep: Class 10 contains 42070 members 
Mstep: Class 11 contains 98123 members 
Mstep: Class 12 contains 41075 members 
Mstep: Class 13 contains 101744 members 
Mstep: Class 14 contains 39666 members 
Mstep: Class 15 contains 236917 members 
Mstep: Class 16 contains 76996 members 
Mstep: Class 17 contains 69645 members 
Mstep: Class 18 contains 42225 members 
Mstep: Class 19 contains 67326 members 
Mstep: Class 20 contains 41576 members 
Mstep: Class 21 contains 99312 members 
Mstep: Class 22 contains 32030 members 
Mstep: Class 23 contains 51887 members 
Mstep: Class 24 contains 29756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -155594112.000000 Penalty: 81735.726562
Iteration 3F: 24 clusters Score -1.555941e+08 nChanged 397275
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 210297 members 
Mstep: Class 4 contains 34986 members 
Mstep: Class 5 contains 49890 members 
Mstep: Class 6 contains 131324 members 
Mstep: Class 7 contains 86599 members 
Mstep: Class 8 contains 34644 members 
Mstep: Class 9 contains 23592 members 
Mstep: Class 10 contains 36536 members 
Mstep: Class 11 contains 83087 members 
Mstep: Class 12 contains 31260 members 
Mstep: Class 13 contains 78178 members 
Mstep: Class 14 contains 36610 members 
Mstep: Class 15 contains 302940 members 
Mstep: Class 16 contains 81377 members 
Mstep: Class 17 contains 52319 members 
Mstep: Class 18 contains 39079 members 
Mstep: Class 19 contains 81689 members 
Mstep: Class 20 contains 30282 members 
Mstep: Class 21 contains 130714 members 
Mstep: Class 22 contains 24568 members 
Mstep: Class 23 contains 56639 members 
Mstep: Class 24 contains 28506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156186128.000000 Penalty: 81735.726562
Iteration 4F: 24 clusters Score -1.561861e+08 nChanged 316645
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 3809 members 
Mstep: Class 3 contains 183250 members 
Mstep: Class 4 contains 29067 members 
Mstep: Class 5 contains 42687 members 
Mstep: Class 6 contains 160281 members 
Mstep: Class 7 contains 78504 members 
Mstep: Class 8 contains 26081 members 
Mstep: Class 9 contains 25259 members 
Mstep: Class 10 contains 29767 members 
Mstep: Class 11 contains 66517 members 
Mstep: Class 12 contains 26097 members 
Mstep: Class 13 contains 57617 members 
Mstep: Class 14 contains 36228 members 
Mstep: Class 15 contains 338927 members 
Mstep: Class 16 contains 79530 members 
Mstep: Class 17 contains 38134 members 
Mstep: Class 18 contains 44940 members 
Mstep: Class 19 contains 102279 members 
Mstep: Class 20 contains 20351 members 
Mstep: Class 21 contains 171497 members 
Mstep: Class 22 contains 18994 members 
Mstep: Class 23 contains 66213 members 
Mstep: Class 24 contains 25972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156579344.000000 Penalty: 81735.726562
Iteration 5F: 24 clusters Score -1.565793e+08 nChanged 241172
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 2792 members 
Mstep: Class 3 contains 161366 members 
Mstep: Class 4 contains 27206 members 
Mstep: Class 5 contains 30933 members 
Mstep: Class 6 contains 171206 members 
Mstep: Class 7 contains 69808 members 
Mstep: Class 8 contains 21305 members 
Mstep: Class 9 contains 27952 members 
Mstep: Class 10 contains 24370 members 
Mstep: Class 11 contains 52483 members 
Mstep: Class 12 contains 22674 members 
Mstep: Class 13 contains 52297 members 
Mstep: Class 14 contains 35133 members 
Mstep: Class 15 contains 368594 members 
Mstep: Class 16 contains 70957 members 
Mstep: Class 17 contains 27998 members 
Mstep: Class 18 contains 54837 members 
Mstep: Class 19 contains 114000 members 
Mstep: Class 20 contains 14025 members 
Mstep: Class 21 contains 210844 members 
Mstep: Class 22 contains 14703 members 
Mstep: Class 23 contains 72440 members 
Mstep: Class 24 contains 24080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156812608.000000 Penalty: 81735.726562
Iteration 6F: 24 clusters Score -1.568126e+08 nChanged 173745
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2501 members 
Mstep: Class 3 contains 145798 members 
Mstep: Class 4 contains 27395 members 
Mstep: Class 5 contains 20859 members 
Mstep: Class 6 contains 169807 members 
Mstep: Class 7 contains 64158 members 
Mstep: Class 8 contains 19397 members 
Mstep: Class 9 contains 30160 members 
Mstep: Class 10 contains 20542 members 
Mstep: Class 11 contains 42587 members 
Mstep: Class 12 contains 21226 members 
Mstep: Class 13 contains 60215 members 
Mstep: Class 14 contains 34804 members 
Mstep: Class 15 contains 389113 members 
Mstep: Class 16 contains 65965 members 
Mstep: Class 17 contains 22011 members 
Mstep: Class 18 contains 63372 members 
Mstep: Class 19 contains 116674 members 
Mstep: Class 20 contains 10572 members 
Mstep: Class 21 contains 233563 members 
Mstep: Class 22 contains 11916 members 
Mstep: Class 23 contains 76507 members 
Mstep: Class 24 contains 22862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -156941552.000000 Penalty: 81735.726562
Iteration 7F: 24 clusters Score -1.569416e+08 nChanged 127462
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2501 members 
Mstep: Class 3 contains 134444 members 
Mstep: Class 4 contains 28183 members 
Mstep: Class 5 contains 14792 members 
Mstep: Class 6 contains 164551 members 
Mstep: Class 7 contains 61206 members 
Mstep: Class 8 contains 18852 members 
Mstep: Class 9 contains 32272 members 
Mstep: Class 10 contains 17896 members 
Mstep: Class 11 contains 35783 members 
Mstep: Class 12 contains 20279 members 
Mstep: Class 13 contains 69434 members 
Mstep: Class 14 contains 34881 members 
Mstep: Class 15 contains 395910 members 
Mstep: Class 16 contains 70215 members 
Mstep: Class 17 contains 18574 members 
Mstep: Class 18 contains 71940 members 
Mstep: Class 19 contains 114622 members 
Mstep: Class 20 contains 8609 members 
Mstep: Class 21 contains 245305 members 
Mstep: Class 22 contains 10181 members 
Mstep: Class 23 contains 79480 members 
Mstep: Class 24 contains 22094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157032640.000000 Penalty: 81735.726562
Iteration 8F: 24 clusters Score -1.570326e+08 nChanged 103717
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 125449 members 
Mstep: Class 4 contains 28507 members 
Mstep: Class 5 contains 11705 members 
Mstep: Class 6 contains 157411 members 
Mstep: Class 7 contains 60107 members 
Mstep: Class 8 contains 18679 members 
Mstep: Class 9 contains 34231 members 
Mstep: Class 10 contains 16062 members 
Mstep: Class 11 contains 31187 members 
Mstep: Class 12 contains 18960 members 
Mstep: Class 13 contains 78645 members 
Mstep: Class 14 contains 35140 members 
Mstep: Class 15 contains 392766 members 
Mstep: Class 16 contains 81696 members 
Mstep: Class 17 contains 16191 members 
Mstep: Class 18 contains 80659 members 
Mstep: Class 19 contains 110113 members 
Mstep: Class 20 contains 7443 members 
Mstep: Class 21 contains 251347 members 
Mstep: Class 22 contains 9111 members 
Mstep: Class 23 contains 82164 members 
Mstep: Class 24 contains 21766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157104512.000000 Penalty: 81735.726562
Iteration 9F: 24 clusters Score -1.571045e+08 nChanged 88589
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 117995 members 
Mstep: Class 4 contains 27917 members 
Mstep: Class 5 contains 10456 members 
Mstep: Class 6 contains 149693 members 
Mstep: Class 7 contains 60112 members 
Mstep: Class 8 contains 18701 members 
Mstep: Class 9 contains 36176 members 
Mstep: Class 10 contains 14781 members 
Mstep: Class 11 contains 28164 members 
Mstep: Class 12 contains 17607 members 
Mstep: Class 13 contains 87475 members 
Mstep: Class 14 contains 35359 members 
Mstep: Class 15 contains 383638 members 
Mstep: Class 16 contains 97010 members 
Mstep: Class 17 contains 14237 members 
Mstep: Class 18 contains 88733 members 
Mstep: Class 19 contains 105365 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 253873 members 
Mstep: Class 22 contains 8654 members 
Mstep: Class 23 contains 84614 members 
Mstep: Class 24 contains 21697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157163968.000000 Penalty: 81735.726562
Iteration 10F: 24 clusters Score -1.57164e+08 nChanged 76551
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 3185 members 
Mstep: Class 3 contains 111698 members 
Mstep: Class 4 contains 26958 members 
Mstep: Class 5 contains 10015 members 
Mstep: Class 6 contains 143338 members 
Mstep: Class 7 contains 60717 members 
Mstep: Class 8 contains 18657 members 
Mstep: Class 9 contains 37663 members 
Mstep: Class 10 contains 13694 members 
Mstep: Class 11 contains 26055 members 
Mstep: Class 12 contains 16493 members 
Mstep: Class 13 contains 95640 members 
Mstep: Class 14 contains 35519 members 
Mstep: Class 15 contains 370771 members 
Mstep: Class 16 contains 114956 members 
Mstep: Class 17 contains 12379 members 
Mstep: Class 18 contains 95244 members 
Mstep: Class 19 contains 101656 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 254196 members 
Mstep: Class 22 contains 8588 members 
Mstep: Class 23 contains 86210 members 
Mstep: Class 24 contains 21814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157217120.000000 Penalty: 81735.726562
Iteration 11Q: 24 clusters Score -1.572171e+08 nChanged 67402
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 3559 members 
Mstep: Class 3 contains 106266 members 
Mstep: Class 4 contains 25761 members 
Mstep: Class 5 contains 9894 members 
Mstep: Class 6 contains 139647 members 
Mstep: Class 7 contains 61448 members 
Mstep: Class 8 contains 18412 members 
Mstep: Class 9 contains 38420 members 
Mstep: Class 10 contains 12810 members 
Mstep: Class 11 contains 24565 members 
Mstep: Class 12 contains 15833 members 
Mstep: Class 13 contains 102493 members 
Mstep: Class 14 contains 35656 members 
Mstep: Class 15 contains 355425 members 
Mstep: Class 16 contains 134653 members 
Mstep: Class 17 contains 10541 members 
Mstep: Class 18 contains 100111 members 
Mstep: Class 19 contains 99041 members 
Mstep: Class 20 contains 6431 members 
Mstep: Class 21 contains 253322 members 
Mstep: Class 22 contains 8836 members 
Mstep: Class 23 contains 86885 members 
Mstep: Class 24 contains 21995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157265520.000000 Penalty: 81735.726562
Iteration 12Q: 24 clusters Score -1.572655e+08 nChanged 61041
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 3910 members 
Mstep: Class 3 contains 101319 members 
Mstep: Class 4 contains 24263 members 
Mstep: Class 5 contains 9917 members 
Mstep: Class 6 contains 138566 members 
Mstep: Class 7 contains 62084 members 
Mstep: Class 8 contains 17955 members 
Mstep: Class 9 contains 38214 members 
Mstep: Class 10 contains 12093 members 
Mstep: Class 11 contains 23400 members 
Mstep: Class 12 contains 15670 members 
Mstep: Class 13 contains 108162 members 
Mstep: Class 14 contains 35835 members 
Mstep: Class 15 contains 338662 members 
Mstep: Class 16 contains 155706 members 
Mstep: Class 17 contains 8886 members 
Mstep: Class 18 contains 103524 members 
Mstep: Class 19 contains 97288 members 
Mstep: Class 20 contains 6361 members 
Mstep: Class 21 contains 251718 members 
Mstep: Class 22 contains 9421 members 
Mstep: Class 23 contains 86797 members 
Mstep: Class 24 contains 22254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157312960.000000 Penalty: 81735.726562
Iteration 13Q: 24 clusters Score -1.57313e+08 nChanged 54600
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 96781 members 
Mstep: Class 4 contains 22570 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 139374 members 
Mstep: Class 7 contains 62569 members 
Mstep: Class 8 contains 17079 members 
Mstep: Class 9 contains 37229 members 
Mstep: Class 10 contains 11511 members 
Mstep: Class 11 contains 22497 members 
Mstep: Class 12 contains 15900 members 
Mstep: Class 13 contains 111844 members 
Mstep: Class 14 contains 36144 members 
Mstep: Class 15 contains 321337 members 
Mstep: Class 16 contains 177526 members 
Mstep: Class 17 contains 7544 members 
Mstep: Class 18 contains 105650 members 
Mstep: Class 19 contains 97036 members 
Mstep: Class 20 contains 6330 members 
Mstep: Class 21 contains 250036 members 
Mstep: Class 22 contains 10203 members 
Mstep: Class 23 contains 86207 members 
Mstep: Class 24 contains 22476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157352496.000000 Penalty: 81735.726562
Iteration 14Q: 24 clusters Score -1.573525e+08 nChanged 50675
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 4653 members 
Mstep: Class 3 contains 92503 members 
Mstep: Class 4 contains 21405 members 
Mstep: Class 5 contains 9936 members 
Mstep: Class 6 contains 140919 members 
Mstep: Class 7 contains 62986 members 
Mstep: Class 8 contains 15506 members 
Mstep: Class 9 contains 35815 members 
Mstep: Class 10 contains 11086 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 16329 members 
Mstep: Class 13 contains 114087 members 
Mstep: Class 14 contains 36554 members 
Mstep: Class 15 contains 301864 members 
Mstep: Class 16 contains 201972 members 
Mstep: Class 17 contains 6662 members 
Mstep: Class 18 contains 106737 members 
Mstep: Class 19 contains 97313 members 
Mstep: Class 20 contains 6349 members 
Mstep: Class 21 contains 248486 members 
Mstep: Class 22 contains 11076 members 
Mstep: Class 23 contains 85287 members 
Mstep: Class 24 contains 22708 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 15Q: 24 clusters Score -1.573817e+08 nChanged 48267
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 5017 members 
Mstep: Class 3 contains 88731 members 
Mstep: Class 4 contains 20712 members 
Mstep: Class 5 contains 9894 members 
Mstep: Class 6 contains 142295 members 
Mstep: Class 7 contains 63324 members 
Mstep: Class 8 contains 13248 members 
Mstep: Class 9 contains 34375 members 
Mstep: Class 10 contains 10756 members 
Mstep: Class 11 contains 21212 members 
Mstep: Class 12 contains 16905 members 
Mstep: Class 13 contains 115509 members 
Mstep: Class 14 contains 36972 members 
Mstep: Class 15 contains 279961 members 
Mstep: Class 16 contains 229369 members 
Mstep: Class 17 contains 6185 members 
Mstep: Class 18 contains 107468 members 
Mstep: Class 19 contains 97618 members 
Mstep: Class 20 contains 6384 members 
Mstep: Class 21 contains 246992 members 
Mstep: Class 22 contains 12054 members 
Mstep: Class 23 contains 84076 members 
Mstep: Class 24 contains 22948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157412080.000000 Penalty: 81735.726562
Iteration 16Q: 24 clusters Score -1.574121e+08 nChanged 42015
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 5268 members 
Mstep: Class 3 contains 85208 members 
Mstep: Class 4 contains 20379 members 
Mstep: Class 5 contains 9854 members 
Mstep: Class 6 contains 143250 members 
Mstep: Class 7 contains 63628 members 
Mstep: Class 8 contains 10657 members 
Mstep: Class 9 contains 33100 members 
Mstep: Class 10 contains 10503 members 
Mstep: Class 11 contains 20637 members 
Mstep: Class 12 contains 17584 members 
Mstep: Class 13 contains 116497 members 
Mstep: Class 14 contains 37381 members 
Mstep: Class 15 contains 261719 members 
Mstep: Class 16 contains 253517 members 
Mstep: Class 17 contains 5956 members 
Mstep: Class 18 contains 108046 members 
Mstep: Class 19 contains 97911 members 
Mstep: Class 20 contains 6428 members 
Mstep: Class 21 contains 245636 members 
Mstep: Class 22 contains 13067 members 
Mstep: Class 23 contains 82589 members 
Mstep: Class 24 contains 23190 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 17Q: 24 clusters Score -1.574386e+08 nChanged 31576
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 5440 members 
Mstep: Class 3 contains 81900 members 
Mstep: Class 4 contains 20269 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 143895 members 
Mstep: Class 7 contains 63912 members 
Mstep: Class 8 contains 8718 members 
Mstep: Class 9 contains 32060 members 
Mstep: Class 10 contains 10333 members 
Mstep: Class 11 contains 20178 members 
Mstep: Class 12 contains 18337 members 
Mstep: Class 13 contains 117223 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 251346 members 
Mstep: Class 16 contains 268823 members 
Mstep: Class 17 contains 5906 members 
Mstep: Class 18 contains 108481 members 
Mstep: Class 19 contains 98136 members 
Mstep: Class 20 contains 6530 members 
Mstep: Class 21 contains 244423 members 
Mstep: Class 22 contains 14048 members 
Mstep: Class 23 contains 81048 members 
Mstep: Class 24 contains 23414 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 18Q: 24 clusters Score -1.574579e+08 nChanged 23793
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 5551 members 
Mstep: Class 3 contains 78875 members 
Mstep: Class 4 contains 20322 members 
Mstep: Class 5 contains 9805 members 
Mstep: Class 6 contains 144312 members 
Mstep: Class 7 contains 64117 members 
Mstep: Class 8 contains 7445 members 
Mstep: Class 9 contains 31174 members 
Mstep: Class 10 contains 10194 members 
Mstep: Class 11 contains 19838 members 
Mstep: Class 12 contains 19077 members 
Mstep: Class 13 contains 117812 members 
Mstep: Class 14 contains 38137 members 
Mstep: Class 15 contains 245817 members 
Mstep: Class 16 contains 278293 members 
Mstep: Class 17 contains 5931 members 
Mstep: Class 18 contains 108817 members 
Mstep: Class 19 contains 98334 members 
Mstep: Class 20 contains 6630 members 
Mstep: Class 21 contains 243363 members 
Mstep: Class 22 contains 14960 members 
Mstep: Class 23 contains 79554 members 
Mstep: Class 24 contains 23648 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 19Q: 24 clusters Score -1.574717e+08 nChanged 19159
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 5609 members 
Mstep: Class 3 contains 76180 members 
Mstep: Class 4 contains 20388 members 
Mstep: Class 5 contains 9788 members 
Mstep: Class 6 contains 144648 members 
Mstep: Class 7 contains 64266 members 
Mstep: Class 8 contains 6587 members 
Mstep: Class 9 contains 30451 members 
Mstep: Class 10 contains 10083 members 
Mstep: Class 11 contains 19565 members 
Mstep: Class 12 contains 19827 members 
Mstep: Class 13 contains 118290 members 
Mstep: Class 14 contains 38515 members 
Mstep: Class 15 contains 242456 members 
Mstep: Class 16 contains 284774 members 
Mstep: Class 17 contains 6039 members 
Mstep: Class 18 contains 109080 members 
Mstep: Class 19 contains 98525 members 
Mstep: Class 20 contains 6736 members 
Mstep: Class 21 contains 242403 members 
Mstep: Class 22 contains 15840 members 
Mstep: Class 23 contains 78076 members 
Mstep: Class 24 contains 23880 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 20F: 24 clusters Score -1.57499e+08 nChanged 24361
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 5958 members 
Mstep: Class 3 contains 72619 members 
Mstep: Class 4 contains 20507 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 6 contains 144839 members 
Mstep: Class 7 contains 64381 members 
Mstep: Class 8 contains 6076 members 
Mstep: Class 9 contains 29863 members 
Mstep: Class 10 contains 9991 members 
Mstep: Class 11 contains 19102 members 
Mstep: Class 12 contains 20563 members 
Mstep: Class 13 contains 118688 members 
Mstep: Class 14 contains 38886 members 
Mstep: Class 15 contains 233104 members 
Mstep: Class 16 contains 297627 members 
Mstep: Class 17 contains 6214 members 
Mstep: Class 18 contains 109291 members 
Mstep: Class 19 contains 98686 members 
Mstep: Class 20 contains 6795 members 
Mstep: Class 21 contains 241530 members 
Mstep: Class 22 contains 16835 members 
Mstep: Class 23 contains 76522 members 
Mstep: Class 24 contains 24073 members 
Entering Unmasked Estep 
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Iteration 21Q: 24 clusters Score -1.575186e+08 nChanged 18447
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 6280 members 
Mstep: Class 3 contains 69749 members 
Mstep: Class 4 contains 20584 members 
Mstep: Class 5 contains 9948 members 
Mstep: Class 6 contains 145026 members 
Mstep: Class 7 contains 64515 members 
Mstep: Class 8 contains 5856 members 
Mstep: Class 9 contains 29397 members 
Mstep: Class 10 contains 9906 members 
Mstep: Class 11 contains 18806 members 
Mstep: Class 12 contains 21273 members 
Mstep: Class 13 contains 118945 members 
Mstep: Class 14 contains 39205 members 
Mstep: Class 15 contains 229213 members 
Mstep: Class 16 contains 303897 members 
Mstep: Class 17 contains 6435 members 
Mstep: Class 18 contains 109514 members 
Mstep: Class 19 contains 98812 members 
Mstep: Class 20 contains 6912 members 
Mstep: Class 21 contains 240756 members 
Mstep: Class 22 contains 17799 members 
Mstep: Class 23 contains 74926 members 
Mstep: Class 24 contains 24252 members 
Entering Unmasked Estep 
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Iteration 22Q: 24 clusters Score -1.575242e+08 nChanged 13274
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 6607 members 
Mstep: Class 3 contains 67203 members 
Mstep: Class 4 contains 20644 members 
Mstep: Class 5 contains 10047 members 
Mstep: Class 6 contains 145161 members 
Mstep: Class 7 contains 64646 members 
Mstep: Class 8 contains 5888 members 
Mstep: Class 9 contains 29000 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 18640 members 
Mstep: Class 12 contains 21985 members 
Mstep: Class 13 contains 119085 members 
Mstep: Class 14 contains 39496 members 
Mstep: Class 15 contains 227761 members 
Mstep: Class 16 contains 307000 members 
Mstep: Class 17 contains 6636 members 
Mstep: Class 18 contains 109760 members 
Mstep: Class 19 contains 98949 members 
Mstep: Class 20 contains 7076 members 
Mstep: Class 21 contains 240141 members 
Mstep: Class 22 contains 18764 members 
Mstep: Class 23 contains 73293 members 
Mstep: Class 24 contains 24389 members 
Entering Unmasked Estep 
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Iteration 23Q: 24 clusters Score -1.575266e+08 nChanged 10479
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 6929 members 
Mstep: Class 3 contains 65050 members 
Mstep: Class 4 contains 20728 members 
Mstep: Class 5 contains 10131 members 
Mstep: Class 6 contains 145278 members 
Mstep: Class 7 contains 64770 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 28714 members 
Mstep: Class 10 contains 9771 members 
Mstep: Class 11 contains 18602 members 
Mstep: Class 12 contains 22719 members 
Mstep: Class 13 contains 119122 members 
Mstep: Class 14 contains 39828 members 
Mstep: Class 15 contains 227239 members 
Mstep: Class 16 contains 308581 members 
Mstep: Class 17 contains 6814 members 
Mstep: Class 18 contains 110016 members 
Mstep: Class 19 contains 99072 members 
Mstep: Class 20 contains 7258 members 
Mstep: Class 21 contains 239526 members 
Mstep: Class 22 contains 19699 members 
Mstep: Class 23 contains 71633 members 
Mstep: Class 24 contains 24519 members 
Entering Unmasked Estep 
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Iteration 24Q: 24 clusters Score -1.575283e+08 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 7264 members 
Mstep: Class 3 contains 63124 members 
Mstep: Class 4 contains 20832 members 
Mstep: Class 5 contains 10183 members 
Mstep: Class 6 contains 145370 members 
Mstep: Class 7 contains 64863 members 
Mstep: Class 8 contains 6205 members 
Mstep: Class 9 contains 28476 members 
Mstep: Class 10 contains 9725 members 
Mstep: Class 11 contains 18616 members 
Mstep: Class 12 contains 23436 members 
Mstep: Class 13 contains 119091 members 
Mstep: Class 14 contains 40116 members 
Mstep: Class 15 contains 227062 members 
Mstep: Class 16 contains 309505 members 
Mstep: Class 17 contains 7001 members 
Mstep: Class 18 contains 110261 members 
Mstep: Class 19 contains 99162 members 
Mstep: Class 20 contains 7440 members 
Mstep: Class 21 contains 238969 members 
Mstep: Class 22 contains 20584 members 
Mstep: Class 23 contains 70074 members 
Mstep: Class 24 contains 24647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157530336.000000 Penalty: 81735.726562
Iteration 25Q: 24 clusters Score -1.575303e+08 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 7533 members 
Mstep: Class 3 contains 61398 members 
Mstep: Class 4 contains 20908 members 
Mstep: Class 5 contains 10249 members 
Mstep: Class 6 contains 145505 members 
Mstep: Class 7 contains 64941 members 
Mstep: Class 8 contains 6385 members 
Mstep: Class 9 contains 28274 members 
Mstep: Class 10 contains 9695 members 
Mstep: Class 11 contains 18666 members 
Mstep: Class 12 contains 24154 members 
Mstep: Class 13 contains 119083 members 
Mstep: Class 14 contains 40404 members 
Mstep: Class 15 contains 227095 members 
Mstep: Class 16 contains 310101 members 
Mstep: Class 17 contains 7164 members 
Mstep: Class 18 contains 110453 members 
Mstep: Class 19 contains 99255 members 
Mstep: Class 20 contains 7591 members 
Mstep: Class 21 contains 238421 members 
Mstep: Class 22 contains 21459 members 
Mstep: Class 23 contains 68514 members 
Mstep: Class 24 contains 24758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157531184.000000 Penalty: 81735.726562
Iteration 26Q: 24 clusters Score -1.575312e+08 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 7763 members 
Mstep: Class 3 contains 59853 members 
Mstep: Class 4 contains 21006 members 
Mstep: Class 5 contains 10331 members 
Mstep: Class 6 contains 145574 members 
Mstep: Class 7 contains 65010 members 
Mstep: Class 8 contains 6587 members 
Mstep: Class 9 contains 28098 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 18744 members 
Mstep: Class 12 contains 24842 members 
Mstep: Class 13 contains 119016 members 
Mstep: Class 14 contains 40681 members 
Mstep: Class 15 contains 227185 members 
Mstep: Class 16 contains 310463 members 
Mstep: Class 17 contains 7320 members 
Mstep: Class 18 contains 110682 members 
Mstep: Class 19 contains 99339 members 
Mstep: Class 20 contains 7741 members 
Mstep: Class 21 contains 237962 members 
Mstep: Class 22 contains 22353 members 
Mstep: Class 23 contains 66958 members 
Mstep: Class 24 contains 24838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157532480.000000 Penalty: 81735.726562
Iteration 27Q: 24 clusters Score -1.575325e+08 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 58445 members 
Mstep: Class 4 contains 21097 members 
Mstep: Class 5 contains 10431 members 
Mstep: Class 6 contains 145638 members 
Mstep: Class 7 contains 65073 members 
Mstep: Class 8 contains 6738 members 
Mstep: Class 9 contains 27967 members 
Mstep: Class 10 contains 9623 members 
Mstep: Class 11 contains 18863 members 
Mstep: Class 12 contains 25538 members 
Mstep: Class 13 contains 118852 members 
Mstep: Class 14 contains 40917 members 
Mstep: Class 15 contains 227280 members 
Mstep: Class 16 contains 310728 members 
Mstep: Class 17 contains 7483 members 
Mstep: Class 18 contains 110960 members 
Mstep: Class 19 contains 99413 members 
Mstep: Class 20 contains 7877 members 
Mstep: Class 21 contains 237534 members 
Mstep: Class 22 contains 23261 members 
Mstep: Class 23 contains 65402 members 
Mstep: Class 24 contains 24898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157533616.000000 Penalty: 81735.726562
Iteration 28Q: 24 clusters Score -1.575336e+08 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 8175 members 
Mstep: Class 3 contains 57178 members 
Mstep: Class 4 contains 21195 members 
Mstep: Class 5 contains 10561 members 
Mstep: Class 6 contains 145680 members 
Mstep: Class 7 contains 65159 members 
Mstep: Class 8 contains 6846 members 
Mstep: Class 9 contains 27842 members 
Mstep: Class 10 contains 9594 members 
Mstep: Class 11 contains 18999 members 
Mstep: Class 12 contains 26174 members 
Mstep: Class 13 contains 118684 members 
Mstep: Class 14 contains 41162 members 
Mstep: Class 15 contains 227389 members 
Mstep: Class 16 contains 310900 members 
Mstep: Class 17 contains 7643 members 
Mstep: Class 18 contains 111237 members 
Mstep: Class 19 contains 99478 members 
Mstep: Class 20 contains 8001 members 
Mstep: Class 21 contains 237115 members 
Mstep: Class 22 contains 24180 members 
Mstep: Class 23 contains 63858 members 
Mstep: Class 24 contains 24956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157534768.000000 Penalty: 81735.726562
Iteration 29Q: 24 clusters Score -1.575348e+08 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 8338 members 
Mstep: Class 3 contains 56016 members 
Mstep: Class 4 contains 21263 members 
Mstep: Class 5 contains 10721 members 
Mstep: Class 6 contains 145714 members 
Mstep: Class 7 contains 65243 members 
Mstep: Class 8 contains 6914 members 
Mstep: Class 9 contains 27735 members 
Mstep: Class 10 contains 9578 members 
Mstep: Class 11 contains 19163 members 
Mstep: Class 12 contains 26783 members 
Mstep: Class 13 contains 118527 members 
Mstep: Class 14 contains 41368 members 
Mstep: Class 15 contains 227466 members 
Mstep: Class 16 contains 311021 members 
Mstep: Class 17 contains 7799 members 
Mstep: Class 18 contains 111508 members 
Mstep: Class 19 contains 99563 members 
Mstep: Class 20 contains 8127 members 
Mstep: Class 21 contains 236709 members 
Mstep: Class 22 contains 25083 members 
Mstep: Class 23 contains 62337 members 
Mstep: Class 24 contains 25030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157535648.000000 Penalty: 81735.726562
Iteration 30Q: 24 clusters Score -1.575356e+08 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 8489 members 
Mstep: Class 3 contains 54858 members 
Mstep: Class 4 contains 21355 members 
Mstep: Class 5 contains 10942 members 
Mstep: Class 6 contains 145744 members 
Mstep: Class 7 contains 65312 members 
Mstep: Class 8 contains 6978 members 
Mstep: Class 9 contains 27639 members 
Mstep: Class 10 contains 9564 members 
Mstep: Class 11 contains 19350 members 
Mstep: Class 12 contains 27294 members 
Mstep: Class 13 contains 118360 members 
Mstep: Class 14 contains 41546 members 
Mstep: Class 15 contains 227550 members 
Mstep: Class 16 contains 311089 members 
Mstep: Class 17 contains 7933 members 
Mstep: Class 18 contains 111766 members 
Mstep: Class 19 contains 99632 members 
Mstep: Class 20 contains 8257 members 
Mstep: Class 21 contains 236388 members 
Mstep: Class 22 contains 25915 members 
Mstep: Class 23 contains 60946 members 
Mstep: Class 24 contains 25099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157536640.000000 Penalty: 81735.726562
Iteration 31Q: 24 clusters Score -1.575366e+08 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 8610 members 
Mstep: Class 3 contains 53713 members 
Mstep: Class 4 contains 21422 members 
Mstep: Class 5 contains 11299 members 
Mstep: Class 6 contains 145800 members 
Mstep: Class 7 contains 65375 members 
Mstep: Class 8 contains 7040 members 
Mstep: Class 9 contains 27560 members 
Mstep: Class 10 contains 9556 members 
Mstep: Class 11 contains 19521 members 
Mstep: Class 12 contains 27775 members 
Mstep: Class 13 contains 118144 members 
Mstep: Class 14 contains 41655 members 
Mstep: Class 15 contains 227643 members 
Mstep: Class 16 contains 311100 members 
Mstep: Class 17 contains 8061 members 
Mstep: Class 18 contains 112068 members 
Mstep: Class 19 contains 99706 members 
Mstep: Class 20 contains 8376 members 
Mstep: Class 21 contains 236097 members 
Mstep: Class 22 contains 26753 members 
Mstep: Class 23 contains 59619 members 
Mstep: Class 24 contains 25113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157538080.000000 Penalty: 81735.726562
Iteration 32Q: 24 clusters Score -1.575381e+08 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 8732 members 
Mstep: Class 3 contains 52482 members 
Mstep: Class 4 contains 21472 members 
Mstep: Class 5 contains 11779 members 
Mstep: Class 6 contains 145852 members 
Mstep: Class 7 contains 65435 members 
Mstep: Class 8 contains 7064 members 
Mstep: Class 9 contains 27497 members 
Mstep: Class 10 contains 9556 members 
Mstep: Class 11 contains 19700 members 
Mstep: Class 12 contains 28182 members 
Mstep: Class 13 contains 117874 members 
Mstep: Class 14 contains 41758 members 
Mstep: Class 15 contains 227682 members 
Mstep: Class 16 contains 311150 members 
Mstep: Class 17 contains 8179 members 
Mstep: Class 18 contains 112406 members 
Mstep: Class 19 contains 99791 members 
Mstep: Class 20 contains 8482 members 
Mstep: Class 21 contains 235825 members 
Mstep: Class 22 contains 27559 members 
Mstep: Class 23 contains 58398 members 
Mstep: Class 24 contains 25151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157538848.000000 Penalty: 81735.726562
Iteration 33Q: 24 clusters Score -1.575388e+08 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 8834 members 
Mstep: Class 3 contains 51252 members 
Mstep: Class 4 contains 21539 members 
Mstep: Class 5 contains 12295 members 
Mstep: Class 6 contains 145926 members 
Mstep: Class 7 contains 65497 members 
Mstep: Class 8 contains 7084 members 
Mstep: Class 9 contains 27459 members 
Mstep: Class 10 contains 9555 members 
Mstep: Class 11 contains 19877 members 
Mstep: Class 12 contains 28583 members 
Mstep: Class 13 contains 117605 members 
Mstep: Class 14 contains 41845 members 
Mstep: Class 15 contains 227726 members 
Mstep: Class 16 contains 311179 members 
Mstep: Class 17 contains 8273 members 
Mstep: Class 18 contains 112724 members 
Mstep: Class 19 contains 99876 members 
Mstep: Class 20 contains 8603 members 
Mstep: Class 21 contains 235529 members 
Mstep: Class 22 contains 28342 members 
Mstep: Class 23 contains 57244 members 
Mstep: Class 24 contains 25159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157539840.000000 Penalty: 81735.726562
Iteration 34Q: 24 clusters Score -1.575398e+08 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 50144 members 
Mstep: Class 4 contains 21591 members 
Mstep: Class 5 contains 12836 members 
Mstep: Class 6 contains 145980 members 
Mstep: Class 7 contains 65572 members 
Mstep: Class 8 contains 7106 members 
Mstep: Class 9 contains 27419 members 
Mstep: Class 10 contains 9556 members 
Mstep: Class 11 contains 20023 members 
Mstep: Class 12 contains 28932 members 
Mstep: Class 13 contains 117333 members 
Mstep: Class 14 contains 41922 members 
Mstep: Class 15 contains 227729 members 
Mstep: Class 16 contains 311181 members 
Mstep: Class 17 contains 8378 members 
Mstep: Class 18 contains 113040 members 
Mstep: Class 19 contains 99953 members 
Mstep: Class 20 contains 8711 members 
Mstep: Class 21 contains 235242 members 
Mstep: Class 22 contains 29081 members 
Mstep: Class 23 contains 56209 members 
Mstep: Class 24 contains 25152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157540912.000000 Penalty: 81735.726562
Iteration 35Q: 24 clusters Score -1.575409e+08 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 8977 members 
Mstep: Class 3 contains 49046 members 
Mstep: Class 4 contains 21661 members 
Mstep: Class 5 contains 13384 members 
Mstep: Class 6 contains 146012 members 
Mstep: Class 7 contains 65632 members 
Mstep: Class 8 contains 7120 members 
Mstep: Class 9 contains 27395 members 
Mstep: Class 10 contains 9545 members 
Mstep: Class 11 contains 20163 members 
Mstep: Class 12 contains 29216 members 
Mstep: Class 13 contains 117003 members 
Mstep: Class 14 contains 42002 members 
Mstep: Class 15 contains 227736 members 
Mstep: Class 16 contains 311232 members 
Mstep: Class 17 contains 8476 members 
Mstep: Class 18 contains 113393 members 
Mstep: Class 19 contains 100020 members 
Mstep: Class 20 contains 8799 members 
Mstep: Class 21 contains 234994 members 
Mstep: Class 22 contains 29793 members 
Mstep: Class 23 contains 55248 members 
Mstep: Class 24 contains 25159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157542080.000000 Penalty: 81735.726562
Iteration 36Q: 24 clusters Score -1.575421e+08 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 9025 members 
Mstep: Class 3 contains 48017 members 
Mstep: Class 4 contains 21769 members 
Mstep: Class 5 contains 13844 members 
Mstep: Class 6 contains 146016 members 
Mstep: Class 7 contains 65694 members 
Mstep: Class 8 contains 7114 members 
Mstep: Class 9 contains 27355 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 20293 members 
Mstep: Class 12 contains 29451 members 
Mstep: Class 13 contains 116604 members 
Mstep: Class 14 contains 42046 members 
Mstep: Class 15 contains 227747 members 
Mstep: Class 16 contains 311276 members 
Mstep: Class 17 contains 8580 members 
Mstep: Class 18 contains 113820 members 
Mstep: Class 19 contains 100082 members 
Mstep: Class 20 contains 8885 members 
Mstep: Class 21 contains 234781 members 
Mstep: Class 22 contains 30524 members 
Mstep: Class 23 contains 54407 members 
Mstep: Class 24 contains 25138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157543536.000000 Penalty: 81735.726562
Iteration 37Q: 24 clusters Score -1.575435e+08 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 9077 members 
Mstep: Class 3 contains 47100 members 
Mstep: Class 4 contains 21844 members 
Mstep: Class 5 contains 14268 members 
Mstep: Class 6 contains 146028 members 
Mstep: Class 7 contains 65760 members 
Mstep: Class 8 contains 7124 members 
Mstep: Class 9 contains 27333 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 20412 members 
Mstep: Class 12 contains 29664 members 
Mstep: Class 13 contains 116132 members 
Mstep: Class 14 contains 42092 members 
Mstep: Class 15 contains 227756 members 
Mstep: Class 16 contains 311298 members 
Mstep: Class 17 contains 8687 members 
Mstep: Class 18 contains 114298 members 
Mstep: Class 19 contains 100162 members 
Mstep: Class 20 contains 8972 members 
Mstep: Class 21 contains 234572 members 
Mstep: Class 22 contains 31212 members 
Mstep: Class 23 contains 53608 members 
Mstep: Class 24 contains 25076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157543648.000000 Penalty: 81735.726562
Iteration 38Q: 24 clusters Score -1.575436e+08 nChanged 4647
Entering ConstructFrom: 
Score: -157543648.000000 Penalty: 81735.726562
Entering ConstructFrom: 
Trying to split cluster 2 (9122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Entering Unmasked Estep 
Score: -843619.812500 Penalty: 2261.374268
	Iteration 0F: 2 clusters Score -843619.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -836545.687500 Penalty: 4522.748535
	Iteration 0F: 3 clusters Score -836545.7 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -838511.250000 Penalty: 4522.748535
	Iteration 1F: 3 clusters Score -838511.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -838785.125000 Penalty: 4522.748535
	Iteration 2F: 3 clusters Score -838785.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -838975.375000 Penalty: 4522.748535
	Iteration 3F: 3 clusters Score -838975.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -839111.375000 Penalty: 4522.748535
	Iteration 4Q: 3 clusters Score -839111.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -839252.187500 Penalty: 4522.748535
	Iteration 5Q: 3 clusters Score -839252.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -839442.625000 Penalty: 4522.748535
	Iteration 6Q: 3 clusters Score -839442.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -839761.875000 Penalty: 4522.748535
	Iteration 7Q: 3 clusters Score -839761.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -840199.187500 Penalty: 4522.748535
	Iteration 8F: 3 clusters Score -840199.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -840587.500000 Penalty: 4522.748535
	Iteration 9F: 3 clusters Score -840587.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -840923.562500 Penalty: 4522.748535
	Iteration 10F: 3 clusters Score -840923.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -841249.437500 Penalty: 4522.748535
	Iteration 11Q: 3 clusters Score -841249.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -841515.937500 Penalty: 4522.748535
	Iteration 12Q: 3 clusters Score -841515.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -841692.937500 Penalty: 4522.748535
	Iteration 13Q: 3 clusters Score -841692.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -841809.812500 Penalty: 4522.748535
	Iteration 14Q: 3 clusters Score -841809.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -841883.437500 Penalty: 4522.748535
	Iteration 15Q: 3 clusters Score -841883.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -841939.000000 Penalty: 4522.748535
	Iteration 16Q: 3 clusters Score -841939 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -841979.437500 Penalty: 4522.748535
	Iteration 17Q: 3 clusters Score -841979.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -841999.875000 Penalty: 4522.748535
	Iteration 18Q: 3 clusters Score -841999.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -842014.375000 Penalty: 4522.748535
	Iteration 19Q: 3 clusters Score -842014.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -842023.187500 Penalty: 4522.748535
	Iteration 20F: 3 clusters Score -842023.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -842029.562500 Penalty: 4522.748535
	Iteration 21Q: 3 clusters Score -842029.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -842035.500000 Penalty: 4522.748535
	Iteration 22Q: 3 clusters Score -842035.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -842038.125000 Penalty: 4522.748535
	Iteration 23Q: 3 clusters Score -842038.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -842037.750000 Penalty: 4522.748535
	Iteration 24Q: 3 clusters Score -842037.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -842042.812500 Penalty: 4522.748535
	Iteration 25Q: 3 clusters Score -842042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -842043.625000 Penalty: 4522.748535
	Iteration 26Q: 3 clusters Score -842043.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -842044.812500 Penalty: 4522.748535
	Iteration 27Q: 3 clusters Score -842044.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -842049.250000 Penalty: 4522.748535
	Iteration 28Q: 3 clusters Score -842049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -842047.937500 Penalty: 4522.748535
	Iteration 29Q: 3 clusters Score -842047.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -842048.687500 Penalty: 4522.748535
	Iteration 30Q: 3 clusters Score -842048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -842048.875000 Penalty: 4522.748535
	Iteration 31Q: 3 clusters Score -842048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -842049.937500 Penalty: 4522.748535
	Iteration 32Q: 3 clusters Score -842049.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -842051.812500 Penalty: 4522.748535
	Iteration 33Q: 3 clusters Score -842051.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -842053.562500 Penalty: 4522.748535
	Iteration 34Q: 3 clusters Score -842053.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -842054.062500 Penalty: 4522.748535
	Iteration 35Q: 3 clusters Score -842054.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -842054.062500 Penalty: 4522.748535
	Iteration 36F: 3 clusters Score -842054.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Entering Unmasked Estep 
Score: -4130630.500000 Penalty: 2664.292236
	Iteration 0F: 2 clusters Score -4130630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -4099276.500000 Penalty: 5328.584473
	Iteration 0F: 3 clusters Score -4099276 nChanged 21267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -4112616.250000 Penalty: 5328.584473
	Iteration 1F: 3 clusters Score -4112616 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -4115638.500000 Penalty: 5328.584473
	Iteration 2F: 3 clusters Score -4115638 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -4120041.500000 Penalty: 5328.584473
	Iteration 3F: 3 clusters Score -4120042 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -4124778 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -4128160.750000 Penalty: 5328.584473
	Iteration 5F: 3 clusters Score -4128161 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -4129671.750000 Penalty: 5328.584473
	Iteration 6F: 3 clusters Score -4129672 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -4130351.000000 Penalty: 5328.584473
	Iteration 7Q: 3 clusters Score -4130351 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -4130714.250000 Penalty: 5328.584473
	Iteration 8Q: 3 clusters Score -4130714 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -4130910.250000 Penalty: 5328.584473
	Iteration 9Q: 3 clusters Score -4130910 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -4131085.500000 Penalty: 5328.584473
	Iteration 10Q: 3 clusters Score -4131086 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -4131219.250000 Penalty: 5328.584473
	Iteration 11Q: 3 clusters Score -4131219 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -4131326.500000 Penalty: 5328.584473
	Iteration 12Q: 3 clusters Score -4131326 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -4131451.500000 Penalty: 5328.584473
	Iteration 13Q: 3 clusters Score -4131452 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -4131622.750000 Penalty: 5328.584473
	Iteration 14Q: 3 clusters Score -4131623 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -4131846.500000 Penalty: 5328.584473
	Iteration 15Q: 3 clusters Score -4131846 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -4132080.750000 Penalty: 5328.584473
	Iteration 16Q: 3 clusters Score -4132081 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -4132307.750000 Penalty: 5328.584473
	Iteration 17Q: 3 clusters Score -4132308 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -4132474.000000 Penalty: 5328.584473
	Iteration 18Q: 3 clusters Score -4132474 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -4132577.500000 Penalty: 5328.584473
	Iteration 19Q: 3 clusters Score -4132578 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -4132636.000000 Penalty: 5328.584473
	Iteration 20F: 3 clusters Score -4132636 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -4132648.000000 Penalty: 5328.584473
	Iteration 21Q: 3 clusters Score -4132648 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -4132677.250000 Penalty: 5328.584473
	Iteration 22Q: 3 clusters Score -4132677 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -4132693.500000 Penalty: 5328.584473
	Iteration 23Q: 3 clusters Score -4132694 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4132698.250000 Penalty: 5328.584473
	Iteration 24Q: 3 clusters Score -4132698 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -4132703.750000 Penalty: 5328.584473
	Iteration 25Q: 3 clusters Score -4132704 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -4132727.500000 Penalty: 5328.584473
	Iteration 26Q: 3 clusters Score -4132728 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -4132733.000000 Penalty: 5328.584473
	Iteration 27Q: 3 clusters Score -4132733 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -4132744.500000 Penalty: 5328.584473
	Iteration 28Q: 3 clusters Score -4132744 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -4132758.750000 Penalty: 5328.584473
	Iteration 29Q: 3 clusters Score -4132759 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -4132770.250000 Penalty: 5328.584473
	Iteration 30Q: 3 clusters Score -4132770 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -4132794.750000 Penalty: 5328.584473
	Iteration 31Q: 3 clusters Score -4132795 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -4132809.250000 Penalty: 5328.584473
	Iteration 32Q: 3 clusters Score -4132809 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -4132815.000000 Penalty: 5328.584473
	Iteration 33Q: 3 clusters Score -4132815 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -4132821.250000 Penalty: 5328.584473
	Iteration 34Q: 3 clusters Score -4132821 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -4132843.000000 Penalty: 5328.584473
	Iteration 35Q: 3 clusters Score -4132843 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -4132873.000000 Penalty: 5328.584473
	Iteration 36Q: 3 clusters Score -4132873 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -4132884.750000 Penalty: 5328.584473
	Iteration 37Q: 3 clusters Score -4132885 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -4132922.750000 Penalty: 5328.584473
	Iteration 38Q: 3 clusters Score -4132923 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -4132960.250000 Penalty: 5328.584473
	Iteration 39Q: 3 clusters Score -4132960 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -4133006.750000 Penalty: 5328.584473
	Iteration 40F: 3 clusters Score -4133007 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -4133052.250000 Penalty: 5328.584473
	Iteration 41Q: 3 clusters Score -4133052 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -4133110.250000 Penalty: 5328.584473
	Iteration 42Q: 3 clusters Score -4133110 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -4133162.000000 Penalty: 5328.584473
	Iteration 43Q: 3 clusters Score -4133162 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -4133203.250000 Penalty: 5328.584473
	Iteration 44Q: 3 clusters Score -4133203 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -4133233.750000 Penalty: 5328.584473
	Iteration 45Q: 3 clusters Score -4133234 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4133278.750000 Penalty: 5328.584473
	Iteration 46Q: 3 clusters Score -4133279 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -4133312.500000 Penalty: 5328.584473
	Iteration 47Q: 3 clusters Score -4133312 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -4133367.750000 Penalty: 5328.584473
	Iteration 48Q: 3 clusters Score -4133368 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -4133397.250000 Penalty: 5328.584473
	Iteration 49Q: 3 clusters Score -4133397 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -4133435.750000 Penalty: 5328.584473
	Iteration 50Q: 3 clusters Score -4133436 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -4133453.000000 Penalty: 5328.584473
	Iteration 51Q: 3 clusters Score -4133453 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -4133480.750000 Penalty: 5328.584473
	Iteration 52Q: 3 clusters Score -4133481 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4133500.250000 Penalty: 5328.584473
	Iteration 53Q: 3 clusters Score -4133500 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -4133532.250000 Penalty: 5328.584473
	Iteration 54Q: 3 clusters Score -4133532 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -4133552.250000 Penalty: 5328.584473
	Iteration 55Q: 3 clusters Score -4133552 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -4133570.250000 Penalty: 5328.584473
	Iteration 56Q: 3 clusters Score -4133570 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -4133603.500000 Penalty: 5328.584473
	Iteration 57Q: 3 clusters Score -4133604 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -4133617.250000 Penalty: 5328.584473
	Iteration 58Q: 3 clusters Score -4133617 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -4133624.250000 Penalty: 5328.584473
	Iteration 59Q: 3 clusters Score -4133624 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -4133635.000000 Penalty: 5328.584473
	Iteration 60F: 3 clusters Score -4133635 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -4133644.250000 Penalty: 5328.584473
	Iteration 61Q: 3 clusters Score -4133644 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -4133658.500000 Penalty: 5328.584473
	Iteration 62Q: 3 clusters Score -4133658 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -4133662.000000 Penalty: 5328.584473
	Iteration 63Q: 3 clusters Score -4133662 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -4133669.750000 Penalty: 5328.584473
	Iteration 64Q: 3 clusters Score -4133670 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -4133692.000000 Penalty: 5328.584473
	Iteration 65Q: 3 clusters Score -4133692 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -4133705.000000 Penalty: 5328.584473
	Iteration 66Q: 3 clusters Score -4133705 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -4133710.000000 Penalty: 5328.584473
	Iteration 67Q: 3 clusters Score -4133710 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -4133710.500000 Penalty: 5328.584473
	Iteration 68Q: 3 clusters Score -4133710 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -4133711.250000 Penalty: 5328.584473
	Iteration 69Q: 3 clusters Score -4133711 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -4133750.000000 Penalty: 5328.584473
	Iteration 70Q: 3 clusters Score -4133750 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4133727.000000 Penalty: 5328.584473
	Iteration 71Q: 3 clusters Score -4133727 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -4133739.500000 Penalty: 5328.584473
	Iteration 72Q: 3 clusters Score -4133740 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -4133765.250000 Penalty: 5328.584473
	Iteration 73Q: 3 clusters Score -4133765 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -4133757.000000 Penalty: 5328.584473
	Iteration 74Q: 3 clusters Score -4133757 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -4133775.500000 Penalty: 5328.584473
	Iteration 75Q: 3 clusters Score -4133776 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -4133775.750000 Penalty: 5328.584473
	Iteration 76Q: 3 clusters Score -4133776 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -4133782.750000 Penalty: 5328.584473
	Iteration 77Q: 3 clusters Score -4133783 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -4133810.750000 Penalty: 5328.584473
	Iteration 78Q: 3 clusters Score -4133811 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -4133809.000000 Penalty: 5328.584473
	Iteration 79Q: 3 clusters Score -4133809 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -4133814.000000 Penalty: 5328.584473
	Iteration 80F: 3 clusters Score -4133814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -4133816.750000 Penalty: 5328.584473
	Iteration 81Q: 3 clusters Score -4133817 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -4133817.500000 Penalty: 5328.584473
	Iteration 82Q: 3 clusters Score -4133818 nChanged 48
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Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -4133816.500000 Penalty: 5328.584473
	Iteration 83Q: 3 clusters Score -4133816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -4133823.000000 Penalty: 5328.584473
	Iteration 84Q: 3 clusters Score -4133823 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -4133819.500000 Penalty: 5328.584473
	Iteration 85Q: 3 clusters Score -4133820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -4133820.500000 Penalty: 5328.584473
	Iteration 86Q: 3 clusters Score -4133820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -4133808.500000 Penalty: 5328.584473
	Iteration 87Q: 3 clusters Score -4133808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -4133819.250000 Penalty: 5328.584473
	Iteration 88Q: 3 clusters Score -4133819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -4133822.750000 Penalty: 5328.584473
	Iteration 89Q: 3 clusters Score -4133823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -4133823.750000 Penalty: 5328.584473
	Iteration 90Q: 3 clusters Score -4133824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -4133826.500000 Penalty: 5328.584473
	Iteration 91Q: 3 clusters Score -4133826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4133828.500000 Penalty: 5328.584473
	Iteration 92Q: 3 clusters Score -4133828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -4133840.750000 Penalty: 5328.584473
	Iteration 93Q: 3 clusters Score -4133841 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -4133833.000000 Penalty: 5328.584473
	Iteration 94Q: 3 clusters Score -4133833 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -4133842.500000 Penalty: 5328.584473
	Iteration 95Q: 3 clusters Score -4133842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -4133846.000000 Penalty: 5328.584473
	Iteration 96Q: 3 clusters Score -4133846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -4133838.000000 Penalty: 5328.584473
	Iteration 97Q: 3 clusters Score -4133838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -4133857.000000 Penalty: 5328.584473
	Iteration 98Q: 3 clusters Score -4133857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -4133861.750000 Penalty: 5328.584473
	Iteration 99Q: 3 clusters Score -4133862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -4133865.000000 Penalty: 5328.584473
	Iteration 100F: 3 clusters Score -4133865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -4133859.250000 Penalty: 5328.584473
	Iteration 101Q: 3 clusters Score -4133859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -4133869.250000 Penalty: 5328.584473
	Iteration 102Q: 3 clusters Score -4133869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -4133869.500000 Penalty: 5328.584473
	Iteration 103Q: 3 clusters Score -4133870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -4133872.000000 Penalty: 5328.584473
	Iteration 104Q: 3 clusters Score -4133872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -4133877.750000 Penalty: 5328.584473
	Iteration 105Q: 3 clusters Score -4133878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -4133877.250000 Penalty: 5328.584473
	Iteration 106Q: 3 clusters Score -4133877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -4133870.250000 Penalty: 5328.584473
	Iteration 107Q: 3 clusters Score -4133870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -4133861.250000 Penalty: 5328.584473
	Iteration 108Q: 3 clusters Score -4133861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -4133868.250000 Penalty: 5328.584473
	Iteration 109Q: 3 clusters Score -4133868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -4133866.750000 Penalty: 5328.584473
	Iteration 110Q: 3 clusters Score -4133867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -4133869.000000 Penalty: 5328.584473
	Iteration 111Q: 3 clusters Score -4133869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -4133880.250000 Penalty: 5328.584473
	Iteration 112Q: 3 clusters Score -4133880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -4133892.250000 Penalty: 5328.584473
	Iteration 113Q: 3 clusters Score -4133892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -4133888.000000 Penalty: 5328.584473
	Iteration 114Q: 3 clusters Score -4133888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -4133892.250000 Penalty: 5328.584473
	Iteration 115Q: 3 clusters Score -4133892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -4133879.750000 Penalty: 5328.584473
	Iteration 116Q: 3 clusters Score -4133880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -4133886.000000 Penalty: 5328.584473
	Iteration 117Q: 3 clusters Score -4133886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -4133882.000000 Penalty: 5328.584473
	Iteration 118Q: 3 clusters Score -4133882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -4133874.750000 Penalty: 5328.584473
	Iteration 119Q: 3 clusters Score -4133875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -4133874.750000 Penalty: 5328.584473
	Iteration 120F: 3 clusters Score -4133875 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -4133882.500000 Penalty: 5328.584473
	Iteration 121Q: 3 clusters Score -4133882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -4133891.000000 Penalty: 5328.584473
	Iteration 122Q: 3 clusters Score -4133891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -4133879.750000 Penalty: 5328.584473
	Iteration 123Q: 3 clusters Score -4133880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -4133883.250000 Penalty: 5328.584473
	Iteration 124Q: 3 clusters Score -4133883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -4133879.000000 Penalty: 5328.584473
	Iteration 125Q: 3 clusters Score -4133879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -4133878.500000 Penalty: 5328.584473
	Iteration 126Q: 3 clusters Score -4133878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -4133887.500000 Penalty: 5328.584473
	Iteration 127Q: 3 clusters Score -4133888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -4133882.250000 Penalty: 5328.584473
	Iteration 128Q: 3 clusters Score -4133882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -4133885.250000 Penalty: 5328.584473
	Iteration 129Q: 3 clusters Score -4133885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -4133885.750000 Penalty: 5328.584473
	Iteration 130Q: 3 clusters Score -4133886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -4133891.750000 Penalty: 5328.584473
	Iteration 131Q: 3 clusters Score -4133892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -4133884.250000 Penalty: 5328.584473
	Iteration 132Q: 3 clusters Score -4133884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -4133891.750000 Penalty: 5328.584473
	Iteration 133Q: 3 clusters Score -4133892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -4133898.500000 Penalty: 5328.584473
	Iteration 134Q: 3 clusters Score -4133898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -4133892.500000 Penalty: 5328.584473
	Iteration 135Q: 3 clusters Score -4133892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -4133894.500000 Penalty: 5328.584473
	Iteration 136Q: 3 clusters Score -4133894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -4133890.250000 Penalty: 5328.584473
	Iteration 137Q: 3 clusters Score -4133890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -4133894.750000 Penalty: 5328.584473
	Iteration 138Q: 3 clusters Score -4133895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4133891.000000 Penalty: 5328.584473
	Iteration 139Q: 3 clusters Score -4133891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -4133897.750000 Penalty: 5328.584473
	Iteration 140F: 3 clusters Score -4133898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -4133896.250000 Penalty: 5328.584473
	Iteration 141Q: 3 clusters Score -4133896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -4133892.000000 Penalty: 5328.584473
	Iteration 142Q: 3 clusters Score -4133892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -4133891.500000 Penalty: 5328.584473
	Iteration 143Q: 3 clusters Score -4133892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -4133899.500000 Penalty: 5328.584473
	Iteration 144Q: 3 clusters Score -4133900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4133905.250000 Penalty: 5328.584473
	Iteration 145Q: 3 clusters Score -4133905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -4133908.000000 Penalty: 5328.584473
	Iteration 146Q: 3 clusters Score -4133908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -4133906.000000 Penalty: 5328.584473
	Iteration 147Q: 3 clusters Score -4133906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -4133910.500000 Penalty: 5328.584473
	Iteration 148Q: 3 clusters Score -4133910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -4133908.500000 Penalty: 5328.584473
	Iteration 149Q: 3 clusters Score -4133908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -4133905.750000 Penalty: 5328.584473
	Iteration 150Q: 3 clusters Score -4133906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -4133909.000000 Penalty: 5328.584473
	Iteration 151Q: 3 clusters Score -4133909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -4133907.750000 Penalty: 5328.584473
	Iteration 152Q: 3 clusters Score -4133908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -4133896.500000 Penalty: 5328.584473
	Iteration 153Q: 3 clusters Score -4133896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -4133903.000000 Penalty: 5328.584473
	Iteration 154Q: 3 clusters Score -4133903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -4133905.250000 Penalty: 5328.584473
	Iteration 155Q: 3 clusters Score -4133905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -4133906.250000 Penalty: 5328.584473
	Iteration 156Q: 3 clusters Score -4133906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -4133904.250000 Penalty: 5328.584473
	Iteration 157Q: 3 clusters Score -4133904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -4133902.000000 Penalty: 5328.584473
	Iteration 158Q: 3 clusters Score -4133902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -4133905.750000 Penalty: 5328.584473
	Iteration 159Q: 3 clusters Score -4133906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -4133902.750000 Penalty: 5328.584473
	Iteration 160F: 3 clusters Score -4133903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -4133905.000000 Penalty: 5328.584473
	Iteration 161Q: 3 clusters Score -4133905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -4133903.500000 Penalty: 5328.584473
	Iteration 162Q: 3 clusters Score -4133904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -4133899.750000 Penalty: 5328.584473
	Iteration 163Q: 3 clusters Score -4133900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -4133906.000000 Penalty: 5328.584473
	Iteration 164Q: 3 clusters Score -4133906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -4133906.000000 Penalty: 5328.584473
	Iteration 165F: 3 clusters Score -4133906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 9122 members 
Mstep: Class 3 contains 32139 members 
Mstep: Class 4 contains 21930 members 
Mstep: Class 5 contains 14638 members 
Mstep: Class 6 contains 146056 members 
Mstep: Class 7 contains 65805 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 27323 members 
Mstep: Class 10 contains 9528 members 
Mstep: Class 11 contains 20559 members 
Mstep: Class 12 contains 29854 members 
Mstep: Class 13 contains 115630 members 
Mstep: Class 14 contains 42101 members 
Mstep: Class 15 contains 227718 members 
Mstep: Class 16 contains 311308 members 
Mstep: Class 17 contains 8779 members 
Mstep: Class 18 contains 114805 members 
Mstep: Class 19 contains 100214 members 
Mstep: Class 20 contains 9054 members 
Mstep: Class 21 contains 234378 members 
Mstep: Class 22 contains 31854 members 
Mstep: Class 23 contains 52910 members 
Mstep: Class 24 contains 25008 members 
Entering Unmasked Estep 
Score: -157546464.000000 Penalty: 85289.453125
Splitting cluster 3 changes total score from -157543648.000000 to -157546464.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (21930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Entering Unmasked Estep 
Score: -2008827.375000 Penalty: 2478.911621
	Iteration 0F: 2 clusters Score -2008827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1993546.250000 Penalty: 4957.823242
	Iteration 0F: 3 clusters Score -1993546 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1998826.875000 Penalty: 4957.823242
	Iteration 1F: 3 clusters Score -1998827 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1999332.375000 Penalty: 4957.823242
	Iteration 2F: 3 clusters Score -1999332 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1999796.125000 Penalty: 4957.823242
	Iteration 3F: 3 clusters Score -1999796 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2000333.250000 Penalty: 4957.823242
	Iteration 4Q: 3 clusters Score -2000333 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2000992.875000 Penalty: 4957.823242
	Iteration 5Q: 3 clusters Score -2000993 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2001855.250000 Penalty: 4957.823242
	Iteration 6F: 3 clusters Score -2001855 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2003027.625000 Penalty: 4957.823242
	Iteration 7F: 3 clusters Score -2003028 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2004325.875000 Penalty: 4957.823242
	Iteration 8F: 3 clusters Score -2004326 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2005513.000000 Penalty: 4957.823242
	Iteration 9F: 3 clusters Score -2005513 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2006302.750000 Penalty: 4957.823242
	Iteration 10F: 3 clusters Score -2006303 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2006988.500000 Penalty: 4957.823242
	Iteration 11Q: 3 clusters Score -2006988 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2007676.000000 Penalty: 4957.823242
	Iteration 12Q: 3 clusters Score -2007676 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2008367.375000 Penalty: 4957.823242
	Iteration 13Q: 3 clusters Score -2008367 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2009028.875000 Penalty: 4957.823242
	Iteration 14Q: 3 clusters Score -2009029 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2009579.000000 Penalty: 4957.823242
	Iteration 15Q: 3 clusters Score -2009579 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2009992.000000 Penalty: 4957.823242
	Iteration 16Q: 3 clusters Score -2009992 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2010339.875000 Penalty: 4957.823242
	Iteration 17Q: 3 clusters Score -2010340 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2010682.750000 Penalty: 4957.823242
	Iteration 18Q: 3 clusters Score -2010683 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2010964.875000 Penalty: 4957.823242
	Iteration 19Q: 3 clusters Score -2010965 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2011206.625000 Penalty: 4957.823242
	Iteration 20F: 3 clusters Score -2011207 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2011331.125000 Penalty: 4957.823242
	Iteration 21Q: 3 clusters Score -2011331 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2011385.000000 Penalty: 4957.823242
	Iteration 22Q: 3 clusters Score -2011385 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2011413.000000 Penalty: 4957.823242
	Iteration 23Q: 3 clusters Score -2011413 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2011440.625000 Penalty: 4957.823242
	Iteration 24Q: 3 clusters Score -2011441 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2011455.875000 Penalty: 4957.823242
	Iteration 25Q: 3 clusters Score -2011456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2011466.250000 Penalty: 4957.823242
	Iteration 26Q: 3 clusters Score -2011466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2011474.125000 Penalty: 4957.823242
	Iteration 27Q: 3 clusters Score -2011474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2011479.875000 Penalty: 4957.823242
	Iteration 28Q: 3 clusters Score -2011480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2011484.875000 Penalty: 4957.823242
	Iteration 29Q: 3 clusters Score -2011485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2011484.375000 Penalty: 4957.823242
	Iteration 30Q: 3 clusters Score -2011484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2011486.625000 Penalty: 4957.823242
	Iteration 31Q: 3 clusters Score -2011487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2011495.500000 Penalty: 4957.823242
	Iteration 32Q: 3 clusters Score -2011496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2011492.375000 Penalty: 4957.823242
	Iteration 33Q: 3 clusters Score -2011492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2011496.000000 Penalty: 4957.823242
	Iteration 34Q: 3 clusters Score -2011496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2011493.875000 Penalty: 4957.823242
	Iteration 35Q: 3 clusters Score -2011494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2011498.750000 Penalty: 4957.823242
	Iteration 36Q: 3 clusters Score -2011499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2011499.250000 Penalty: 4957.823242
	Iteration 37Q: 3 clusters Score -2011499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2011504.875000 Penalty: 4957.823242
	Iteration 38Q: 3 clusters Score -2011505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2011507.750000 Penalty: 4957.823242
	Iteration 39Q: 3 clusters Score -2011508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2011510.750000 Penalty: 4957.823242
	Iteration 40F: 3 clusters Score -2011511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2011513.500000 Penalty: 4957.823242
	Iteration 41Q: 3 clusters Score -2011514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2011512.000000 Penalty: 4957.823242
	Iteration 42Q: 3 clusters Score -2011512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2011512.000000 Penalty: 4957.823242
	Iteration 43Q: 3 clusters Score -2011512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2011511.875000 Penalty: 4957.823242
	Iteration 44Q: 3 clusters Score -2011512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2011508.000000 Penalty: 4957.823242
	Iteration 45Q: 3 clusters Score -2011508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2011509.875000 Penalty: 4957.823242
	Iteration 46Q: 3 clusters Score -2011510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2011509.875000 Penalty: 4957.823242
	Iteration 47F: 3 clusters Score -2011510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 9122 members 
Mstep: Class 3 contains 32139 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 14638 members 
Mstep: Class 6 contains 146056 members 
Mstep: Class 7 contains 65805 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 27323 members 
Mstep: Class 10 contains 9528 members 
Mstep: Class 11 contains 20559 members 
Mstep: Class 12 contains 29854 members 
Mstep: Class 13 contains 115630 members 
Mstep: Class 14 contains 42101 members 
Mstep: Class 15 contains 227718 members 
Mstep: Class 16 contains 311308 members 
Mstep: Class 17 contains 8779 members 
Mstep: Class 18 contains 114805 members 
Mstep: Class 19 contains 100214 members 
Mstep: Class 20 contains 9054 members 
Mstep: Class 21 contains 234378 members 
Mstep: Class 22 contains 31854 members 
Mstep: Class 23 contains 52910 members 
Mstep: Class 24 contains 25008 members 
Mstep: Class 25 contains 17521 members 
Entering Unmasked Estep 
Score: -157547328.000000 Penalty: 88843.179688
Splitting cluster 4 changes total score from -157543648.000000 to -157547328.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (14638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Entering Unmasked Estep 
Score: -1363481.125000 Penalty: 2378.661377
	Iteration 0F: 2 clusters Score -1363481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1352936.000000 Penalty: 4757.322754
	Iteration 0F: 3 clusters Score -1352936 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1356264.750000 Penalty: 4757.322754
	Iteration 1F: 3 clusters Score -1356265 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1356695.750000 Penalty: 4757.322754
	Iteration 2F: 3 clusters Score -1356696 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1357056.625000 Penalty: 4757.322754
	Iteration 3F: 3 clusters Score -1357057 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1357359.875000 Penalty: 4757.322754
	Iteration 4Q: 3 clusters Score -1357360 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1357677.625000 Penalty: 4757.322754
	Iteration 5Q: 3 clusters Score -1357678 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1358021.875000 Penalty: 4757.322754
	Iteration 6Q: 3 clusters Score -1358022 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1358409.000000 Penalty: 4757.322754
	Iteration 7Q: 3 clusters Score -1358409 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1358806.375000 Penalty: 4757.322754
	Iteration 8Q: 3 clusters Score -1358806 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1359207.750000 Penalty: 4757.322754
	Iteration 9Q: 3 clusters Score -1359208 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1359614.500000 Penalty: 4757.322754
	Iteration 10Q: 3 clusters Score -1359614 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1359989.500000 Penalty: 4757.322754
	Iteration 11Q: 3 clusters Score -1359990 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1360306.125000 Penalty: 4757.322754
	Iteration 12Q: 3 clusters Score -1360306 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1360534.000000 Penalty: 4757.322754
	Iteration 13Q: 3 clusters Score -1360534 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1360712.250000 Penalty: 4757.322754
	Iteration 14Q: 3 clusters Score -1360712 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1360876.125000 Penalty: 4757.322754
	Iteration 15Q: 3 clusters Score -1360876 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1361077.500000 Penalty: 4757.322754
	Iteration 16Q: 3 clusters Score -1361078 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1361296.375000 Penalty: 4757.322754
	Iteration 17Q: 3 clusters Score -1361296 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1361564.375000 Penalty: 4757.322754
	Iteration 18Q: 3 clusters Score -1361564 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1361896.750000 Penalty: 4757.322754
	Iteration 19Q: 3 clusters Score -1361897 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1362382.625000 Penalty: 4757.322754
	Iteration 20F: 3 clusters Score -1362383 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1363241.625000 Penalty: 4757.322754
	Iteration 21Q: 3 clusters Score -1363242 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1364225.375000 Penalty: 4757.322754
	Iteration 22Q: 3 clusters Score -1364225 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1364525.125000 Penalty: 4757.322754
	Iteration 23Q: 3 clusters Score -1364525 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1364625.500000 Penalty: 4757.322754
	Iteration 24Q: 3 clusters Score -1364626 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1364663.875000 Penalty: 4757.322754
	Iteration 25Q: 3 clusters Score -1364664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1364675.000000 Penalty: 4757.322754
	Iteration 26Q: 3 clusters Score -1364675 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1364682.875000 Penalty: 4757.322754
	Iteration 27Q: 3 clusters Score -1364683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1364684.625000 Penalty: 4757.322754
	Iteration 28Q: 3 clusters Score -1364685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1364686.625000 Penalty: 4757.322754
	Iteration 29Q: 3 clusters Score -1364687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1364686.000000 Penalty: 4757.322754
	Iteration 30Q: 3 clusters Score -1364686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1364686.500000 Penalty: 4757.322754
	Iteration 31Q: 3 clusters Score -1364686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1364689.000000 Penalty: 4757.322754
	Iteration 32Q: 3 clusters Score -1364689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1364691.625000 Penalty: 4757.322754
	Iteration 33Q: 3 clusters Score -1364692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1364691.750000 Penalty: 4757.322754
	Iteration 34Q: 3 clusters Score -1364692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1364692.000000 Penalty: 4757.322754
	Iteration 35Q: 3 clusters Score -1364692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1364693.375000 Penalty: 4757.322754
	Iteration 36Q: 3 clusters Score -1364693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1364693.375000 Penalty: 4757.322754
	Iteration 37Q: 3 clusters Score -1364693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1364693.375000 Penalty: 4757.322754
	Iteration 38Q: 3 clusters Score -1364693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1364693.500000 Penalty: 4757.322754
	Iteration 39Q: 3 clusters Score -1364694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1364693.500000 Penalty: 4757.322754
	Iteration 40F: 3 clusters Score -1364694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 9122 members 
Mstep: Class 3 contains 32139 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 10472 members 
Mstep: Class 6 contains 146056 members 
Mstep: Class 7 contains 65805 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 27323 members 
Mstep: Class 10 contains 9528 members 
Mstep: Class 11 contains 20559 members 
Mstep: Class 12 contains 29854 members 
Mstep: Class 13 contains 115630 members 
Mstep: Class 14 contains 42101 members 
Mstep: Class 15 contains 227718 members 
Mstep: Class 16 contains 311308 members 
Mstep: Class 17 contains 8779 members 
Mstep: Class 18 contains 114805 members 
Mstep: Class 19 contains 100214 members 
Mstep: Class 20 contains 9054 members 
Mstep: Class 21 contains 234378 members 
Mstep: Class 22 contains 31854 members 
Mstep: Class 23 contains 52910 members 
Mstep: Class 24 contains 25008 members 
Mstep: Class 25 contains 17521 members 
Mstep: Class 26 contains 4166 members 
Entering Unmasked Estep 
Score: -157547424.000000 Penalty: 92396.906250
Splitting cluster 5 changes total score from -157543648.000000 to -157547424.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (146056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146056 members 
Entering Unmasked Estep 
Score: -14113985.000000 Penalty: 2949.152832
	Iteration 0F: 2 clusters Score -1.411398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73091 members 
Mstep: Class 2 contains 72965 members 
Entering Unmasked Estep 
Score: -14015618.000000 Penalty: 5898.305664
	Iteration 0F: 3 clusters Score -1.401562e+07 nChanged 69973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74232 members 
Mstep: Class 2 contains 71824 members 
Entering Unmasked Estep 
Score: -14056690.000000 Penalty: 5898.305664
	Iteration 1F: 3 clusters Score -1.405669e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 2 contains 71017 members 
Entering Unmasked Estep 
Score: -14058556.000000 Penalty: 5898.305664
	Iteration 2Q: 3 clusters Score -1.405856e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76413 members 
Mstep: Class 2 contains 69643 members 
Entering Unmasked Estep 
Score: -14062293.000000 Penalty: 5898.305664
	Iteration 3Q: 3 clusters Score -1.406229e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -14067855.000000 Penalty: 5898.305664
	Iteration 4F: 3 clusters Score -1.406786e+07 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82710 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -14075410.000000 Penalty: 5898.305664
	Iteration 5F: 3 clusters Score -1.407541e+07 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87842 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -14083984.000000 Penalty: 5898.305664
	Iteration 6F: 3 clusters Score -1.408398e+07 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93088 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -14091693.000000 Penalty: 5898.305664
	Iteration 7F: 3 clusters Score -1.409169e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97311 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -14096627.000000 Penalty: 5898.305664
	Iteration 8F: 3 clusters Score -1.409663e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100828 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -14099592.000000 Penalty: 5898.305664
	Iteration 9Q: 3 clusters Score -1.409959e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104084 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -14101573.000000 Penalty: 5898.305664
	Iteration 10Q: 3 clusters Score -1.410157e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107286 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -14102980.000000 Penalty: 5898.305664
	Iteration 11Q: 3 clusters Score -1.410298e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110390 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -14104325.000000 Penalty: 5898.305664
	Iteration 12Q: 3 clusters Score -1.410432e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113464 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -14105737.000000 Penalty: 5898.305664
	Iteration 13Q: 3 clusters Score -1.410574e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116440 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -14107106.000000 Penalty: 5898.305664
	Iteration 14Q: 3 clusters Score -1.410711e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119201 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -14108446.000000 Penalty: 5898.305664
	Iteration 15Q: 3 clusters Score -1.410845e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121581 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -14109526.000000 Penalty: 5898.305664
	Iteration 16Q: 3 clusters Score -1.410953e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123616 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -14110332.000000 Penalty: 5898.305664
	Iteration 17Q: 3 clusters Score -1.411033e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125302 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -14110870.000000 Penalty: 5898.305664
	Iteration 18Q: 3 clusters Score -1.411087e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126741 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -14111314.000000 Penalty: 5898.305664
	Iteration 19Q: 3 clusters Score -1.411131e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127996 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -14111672.000000 Penalty: 5898.305664
	Iteration 20F: 3 clusters Score -1.411167e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129123 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -14111970.000000 Penalty: 5898.305664
	Iteration 21Q: 3 clusters Score -1.411197e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130112 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -14112183.000000 Penalty: 5898.305664
	Iteration 22Q: 3 clusters Score -1.411218e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130945 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -14112435.000000 Penalty: 5898.305664
	Iteration 23Q: 3 clusters Score -1.411244e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131648 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -14112655.000000 Penalty: 5898.305664
	Iteration 24Q: 3 clusters Score -1.411266e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132280 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -14112764.000000 Penalty: 5898.305664
	Iteration 25Q: 3 clusters Score -1.411276e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132822 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -14112925.000000 Penalty: 5898.305664
	Iteration 26Q: 3 clusters Score -1.411292e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133320 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -14113049.000000 Penalty: 5898.305664
	Iteration 27Q: 3 clusters Score -1.411305e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133759 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -14113136.000000 Penalty: 5898.305664
	Iteration 28Q: 3 clusters Score -1.411314e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134142 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -14113220.000000 Penalty: 5898.305664
	Iteration 29Q: 3 clusters Score -1.411322e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134466 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -14113213.000000 Penalty: 5898.305664
	Iteration 30Q: 3 clusters Score -1.411321e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134764 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -14113287.000000 Penalty: 5898.305664
	Iteration 31Q: 3 clusters Score -1.411329e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135008 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -14113308.000000 Penalty: 5898.305664
	Iteration 32Q: 3 clusters Score -1.411331e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135215 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -14113366.000000 Penalty: 5898.305664
	Iteration 33Q: 3 clusters Score -1.411337e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135395 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -14113428.000000 Penalty: 5898.305664
	Iteration 34Q: 3 clusters Score -1.411343e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135538 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -14113423.000000 Penalty: 5898.305664
	Iteration 35Q: 3 clusters Score -1.411342e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135684 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -14113397.000000 Penalty: 5898.305664
	Iteration 36Q: 3 clusters Score -1.41134e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135822 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -14113407.000000 Penalty: 5898.305664
	Iteration 37Q: 3 clusters Score -1.411341e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135955 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -14113431.000000 Penalty: 5898.305664
	Iteration 38Q: 3 clusters Score -1.411343e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136089 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -14113452.000000 Penalty: 5898.305664
	Iteration 39Q: 3 clusters Score -1.411345e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136210 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -14113460.000000 Penalty: 5898.305664
	Iteration 40F: 3 clusters Score -1.411346e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136332 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -14113492.000000 Penalty: 5898.305664
	Iteration 41Q: 3 clusters Score -1.411349e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136476 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -14113524.000000 Penalty: 5898.305664
	Iteration 42Q: 3 clusters Score -1.411352e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136608 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -14113535.000000 Penalty: 5898.305664
	Iteration 43Q: 3 clusters Score -1.411354e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136733 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -14113588.000000 Penalty: 5898.305664
	Iteration 44Q: 3 clusters Score -1.411359e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136843 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -14113612.000000 Penalty: 5898.305664
	Iteration 45Q: 3 clusters Score -1.411361e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136939 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -14113618.000000 Penalty: 5898.305664
	Iteration 46Q: 3 clusters Score -1.411362e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137023 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -14113641.000000 Penalty: 5898.305664
	Iteration 47Q: 3 clusters Score -1.411364e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137109 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -14113636.000000 Penalty: 5898.305664
	Iteration 48Q: 3 clusters Score -1.411364e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137182 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -14113636.000000 Penalty: 5898.305664
	Iteration 49Q: 3 clusters Score -1.411364e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137248 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -14113618.000000 Penalty: 5898.305664
	Iteration 50Q: 3 clusters Score -1.411362e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137297 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -14113610.000000 Penalty: 5898.305664
	Iteration 51Q: 3 clusters Score -1.411361e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137332 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -14113620.000000 Penalty: 5898.305664
	Iteration 52Q: 3 clusters Score -1.411362e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137379 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -14113601.000000 Penalty: 5898.305664
	Iteration 53Q: 3 clusters Score -1.41136e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137428 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -14113627.000000 Penalty: 5898.305664
	Iteration 54Q: 3 clusters Score -1.411363e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137482 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -14113650.000000 Penalty: 5898.305664
	Iteration 55Q: 3 clusters Score -1.411365e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137539 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -14113665.000000 Penalty: 5898.305664
	Iteration 56Q: 3 clusters Score -1.411366e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137595 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -14113685.000000 Penalty: 5898.305664
	Iteration 57Q: 3 clusters Score -1.411368e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137637 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -14113678.000000 Penalty: 5898.305664
	Iteration 58Q: 3 clusters Score -1.411368e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137690 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -14113684.000000 Penalty: 5898.305664
	Iteration 59Q: 3 clusters Score -1.411368e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137727 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -14113714.000000 Penalty: 5898.305664
	Iteration 60F: 3 clusters Score -1.411371e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137762 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -14113729.000000 Penalty: 5898.305664
	Iteration 61Q: 3 clusters Score -1.411373e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137805 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -14113728.000000 Penalty: 5898.305664
	Iteration 62Q: 3 clusters Score -1.411373e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137834 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -14113746.000000 Penalty: 5898.305664
	Iteration 63Q: 3 clusters Score -1.411375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137863 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -14113756.000000 Penalty: 5898.305664
	Iteration 64Q: 3 clusters Score -1.411376e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137894 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -14113746.000000 Penalty: 5898.305664
	Iteration 65Q: 3 clusters Score -1.411375e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137919 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -14113738.000000 Penalty: 5898.305664
	Iteration 66Q: 3 clusters Score -1.411374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137936 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -14113737.000000 Penalty: 5898.305664
	Iteration 67Q: 3 clusters Score -1.411374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137951 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -14113743.000000 Penalty: 5898.305664
	Iteration 68Q: 3 clusters Score -1.411374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137966 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -14113727.000000 Penalty: 5898.305664
	Iteration 69Q: 3 clusters Score -1.411373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137974 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -14113726.000000 Penalty: 5898.305664
	Iteration 70Q: 3 clusters Score -1.411373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137984 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -14113710.000000 Penalty: 5898.305664
	Iteration 71Q: 3 clusters Score -1.411371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137993 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -14113720.000000 Penalty: 5898.305664
	Iteration 72Q: 3 clusters Score -1.411372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138000 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -14113718.000000 Penalty: 5898.305664
	Iteration 73Q: 3 clusters Score -1.411372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138008 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -14113722.000000 Penalty: 5898.305664
	Iteration 74Q: 3 clusters Score -1.411372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138011 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -14113717.000000 Penalty: 5898.305664
	Iteration 75Q: 3 clusters Score -1.411372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138017 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -14113708.000000 Penalty: 5898.305664
	Iteration 76Q: 3 clusters Score -1.411371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138023 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -14113704.000000 Penalty: 5898.305664
	Iteration 77Q: 3 clusters Score -1.41137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138027 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -14113703.000000 Penalty: 5898.305664
	Iteration 78Q: 3 clusters Score -1.41137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138027 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -14113703.000000 Penalty: 5898.305664
	Iteration 79F: 3 clusters Score -1.41137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Entering Unmasked Estep 
Score: -6372274.500000 Penalty: 2751.423828
	Iteration 0F: 2 clusters Score -6372274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -6328062.500000 Penalty: 5502.847656
	Iteration 0F: 3 clusters Score -6328062 nChanged 30939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -6346228.000000 Penalty: 5502.847656
	Iteration 1F: 3 clusters Score -6346228 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -6348028.000000 Penalty: 5502.847656
	Iteration 2F: 3 clusters Score -6348028 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -6350600.500000 Penalty: 5502.847656
	Iteration 3F: 3 clusters Score -6350600 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -6353891.000000 Penalty: 5502.847656
	Iteration 4F: 3 clusters Score -6353891 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -6357782.000000 Penalty: 5502.847656
	Iteration 5F: 3 clusters Score -6357782 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -6361776.500000 Penalty: 5502.847656
	Iteration 6F: 3 clusters Score -6361776 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -6365278.000000 Penalty: 5502.847656
	Iteration 7F: 3 clusters Score -6365278 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -6367715.500000 Penalty: 5502.847656
	Iteration 8Q: 3 clusters Score -6367716 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -6369009.000000 Penalty: 5502.847656
	Iteration 9Q: 3 clusters Score -6369009 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -6369695.500000 Penalty: 5502.847656
	Iteration 10Q: 3 clusters Score -6369696 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -6370155.500000 Penalty: 5502.847656
	Iteration 11Q: 3 clusters Score -6370156 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -6370472.000000 Penalty: 5502.847656
	Iteration 12Q: 3 clusters Score -6370472 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52567 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -6370700.500000 Penalty: 5502.847656
	Iteration 13Q: 3 clusters Score -6370700 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -6370903.500000 Penalty: 5502.847656
	Iteration 14Q: 3 clusters Score -6370904 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -6371044.000000 Penalty: 5502.847656
	Iteration 15Q: 3 clusters Score -6371044 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -6371129.000000 Penalty: 5502.847656
	Iteration 16Q: 3 clusters Score -6371129 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -6371224.000000 Penalty: 5502.847656
	Iteration 17Q: 3 clusters Score -6371224 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -6371317.000000 Penalty: 5502.847656
	Iteration 18Q: 3 clusters Score -6371317 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -6371346.000000 Penalty: 5502.847656
	Iteration 19Q: 3 clusters Score -6371346 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -6371379.500000 Penalty: 5502.847656
	Iteration 20F: 3 clusters Score -6371380 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -6371412.000000 Penalty: 5502.847656
	Iteration 21Q: 3 clusters Score -6371412 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -6371438.000000 Penalty: 5502.847656
	Iteration 22Q: 3 clusters Score -6371438 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -6371494.000000 Penalty: 5502.847656
	Iteration 23Q: 3 clusters Score -6371494 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -6371508.000000 Penalty: 5502.847656
	Iteration 24Q: 3 clusters Score -6371508 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -6371526.500000 Penalty: 5502.847656
	Iteration 25Q: 3 clusters Score -6371526 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -6371559.500000 Penalty: 5502.847656
	Iteration 26Q: 3 clusters Score -6371560 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -6371578.000000 Penalty: 5502.847656
	Iteration 27Q: 3 clusters Score -6371578 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57134 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -6371594.500000 Penalty: 5502.847656
	Iteration 28Q: 3 clusters Score -6371594 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -6371611.000000 Penalty: 5502.847656
	Iteration 29Q: 3 clusters Score -6371611 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57361 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -6371640.500000 Penalty: 5502.847656
	Iteration 30Q: 3 clusters Score -6371640 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -6371651.000000 Penalty: 5502.847656
	Iteration 31Q: 3 clusters Score -6371651 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -6371666.500000 Penalty: 5502.847656
	Iteration 32Q: 3 clusters Score -6371666 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57707 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -6371672.000000 Penalty: 5502.847656
	Iteration 33Q: 3 clusters Score -6371672 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -6371658.000000 Penalty: 5502.847656
	Iteration 34Q: 3 clusters Score -6371658 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57938 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -6371679.500000 Penalty: 5502.847656
	Iteration 35Q: 3 clusters Score -6371680 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -6371701.500000 Penalty: 5502.847656
	Iteration 36Q: 3 clusters Score -6371702 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -6371690.000000 Penalty: 5502.847656
	Iteration 37Q: 3 clusters Score -6371690 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -6371690.000000 Penalty: 5502.847656
	Iteration 38Q: 3 clusters Score -6371690 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -6371692.500000 Penalty: 5502.847656
	Iteration 39Q: 3 clusters Score -6371692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -6371706.000000 Penalty: 5502.847656
	Iteration 40F: 3 clusters Score -6371706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -6371706.500000 Penalty: 5502.847656
	Iteration 41Q: 3 clusters Score -6371706 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -6371719.500000 Penalty: 5502.847656
	Iteration 42Q: 3 clusters Score -6371720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -6371735.000000 Penalty: 5502.847656
	Iteration 43Q: 3 clusters Score -6371735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -6371729.000000 Penalty: 5502.847656
	Iteration 44Q: 3 clusters Score -6371729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -6371739.500000 Penalty: 5502.847656
	Iteration 45Q: 3 clusters Score -6371740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -6371729.000000 Penalty: 5502.847656
	Iteration 46Q: 3 clusters Score -6371729 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -6371740.500000 Penalty: 5502.847656
	Iteration 47Q: 3 clusters Score -6371740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -6371762.000000 Penalty: 5502.847656
	Iteration 48Q: 3 clusters Score -6371762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -6371750.000000 Penalty: 5502.847656
	Iteration 49Q: 3 clusters Score -6371750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -6371760.000000 Penalty: 5502.847656
	Iteration 50Q: 3 clusters Score -6371760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58797 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -6371757.000000 Penalty: 5502.847656
	Iteration 51Q: 3 clusters Score -6371757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -6371747.500000 Penalty: 5502.847656
	Iteration 52Q: 3 clusters Score -6371748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -6371750.000000 Penalty: 5502.847656
	Iteration 53Q: 3 clusters Score -6371750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -6371765.000000 Penalty: 5502.847656
	Iteration 54Q: 3 clusters Score -6371765 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -6371775.500000 Penalty: 5502.847656
	Iteration 55Q: 3 clusters Score -6371776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -6371769.500000 Penalty: 5502.847656
	Iteration 56Q: 3 clusters Score -6371770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -6371758.500000 Penalty: 5502.847656
	Iteration 57Q: 3 clusters Score -6371758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -6371769.500000 Penalty: 5502.847656
	Iteration 58Q: 3 clusters Score -6371770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -6371780.000000 Penalty: 5502.847656
	Iteration 59Q: 3 clusters Score -6371780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -6371779.500000 Penalty: 5502.847656
	Iteration 60F: 3 clusters Score -6371780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -6371772.500000 Penalty: 5502.847656
	Iteration 61Q: 3 clusters Score -6371772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -6371787.000000 Penalty: 5502.847656
	Iteration 62Q: 3 clusters Score -6371787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -6371787.500000 Penalty: 5502.847656
	Iteration 63Q: 3 clusters Score -6371788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -6371775.500000 Penalty: 5502.847656
	Iteration 64Q: 3 clusters Score -6371776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -6371780.000000 Penalty: 5502.847656
	Iteration 65Q: 3 clusters Score -6371780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -6371789.500000 Penalty: 5502.847656
	Iteration 66Q: 3 clusters Score -6371790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -6371789.500000 Penalty: 5502.847656
	Iteration 67Q: 3 clusters Score -6371790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59160 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -6371788.500000 Penalty: 5502.847656
	Iteration 68Q: 3 clusters Score -6371788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -6371791.000000 Penalty: 5502.847656
	Iteration 69Q: 3 clusters Score -6371791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -6371798.000000 Penalty: 5502.847656
	Iteration 70Q: 3 clusters Score -6371798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -6371795.000000 Penalty: 5502.847656
	Iteration 71Q: 3 clusters Score -6371795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -6371794.500000 Penalty: 5502.847656
	Iteration 72Q: 3 clusters Score -6371794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59202 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -6371799.000000 Penalty: 5502.847656
	Iteration 73Q: 3 clusters Score -6371799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -6371810.500000 Penalty: 5502.847656
	Iteration 74Q: 3 clusters Score -6371810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -6371821.000000 Penalty: 5502.847656
	Iteration 75Q: 3 clusters Score -6371821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -6371813.000000 Penalty: 5502.847656
	Iteration 76Q: 3 clusters Score -6371813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -6371815.000000 Penalty: 5502.847656
	Iteration 77Q: 3 clusters Score -6371815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -6371810.000000 Penalty: 5502.847656
	Iteration 78Q: 3 clusters Score -6371810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -6371807.000000 Penalty: 5502.847656
	Iteration 79Q: 3 clusters Score -6371807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -6371806.500000 Penalty: 5502.847656
	Iteration 80F: 3 clusters Score -6371806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -6371811.000000 Penalty: 5502.847656
	Iteration 81Q: 3 clusters Score -6371811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -6371812.000000 Penalty: 5502.847656
	Iteration 82Q: 3 clusters Score -6371812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -6371805.000000 Penalty: 5502.847656
	Iteration 83Q: 3 clusters Score -6371805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -6371815.500000 Penalty: 5502.847656
	Iteration 84Q: 3 clusters Score -6371816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -6371803.500000 Penalty: 5502.847656
	Iteration 85Q: 3 clusters Score -6371804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -6371798.500000 Penalty: 5502.847656
	Iteration 86Q: 3 clusters Score -6371798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -6371808.500000 Penalty: 5502.847656
	Iteration 87Q: 3 clusters Score -6371808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -6371804.000000 Penalty: 5502.847656
	Iteration 88Q: 3 clusters Score -6371804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -6371803.000000 Penalty: 5502.847656
	Iteration 89Q: 3 clusters Score -6371803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -6371806.500000 Penalty: 5502.847656
	Iteration 90Q: 3 clusters Score -6371806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -6371804.500000 Penalty: 5502.847656
	Iteration 91Q: 3 clusters Score -6371804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -6371793.000000 Penalty: 5502.847656
	Iteration 92Q: 3 clusters Score -6371793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59355 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -6371793.000000 Penalty: 5502.847656
	Iteration 93Q: 3 clusters Score -6371793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -6371800.000000 Penalty: 5502.847656
	Iteration 94Q: 3 clusters Score -6371800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -6371795.500000 Penalty: 5502.847656
	Iteration 95Q: 3 clusters Score -6371796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -6371796.500000 Penalty: 5502.847656
	Iteration 96Q: 3 clusters Score -6371796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -6371796.500000 Penalty: 5502.847656
	Iteration 97F: 3 clusters Score -6371796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -664821.125000 Penalty: 2199.994141
	Iteration 0F: 2 clusters Score -664821.1 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 3584 members 
Entering Unmasked Estep 
Score: -658923.062500 Penalty: 4399.988281
	Iteration 0F: 3 clusters Score -658923.1 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -660550.000000 Penalty: 4399.988281
	Iteration 1F: 3 clusters Score -660550 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -660918.250000 Penalty: 4399.988281
	Iteration 2F: 3 clusters Score -660918.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -661212.250000 Penalty: 4399.988281
	Iteration 3F: 3 clusters Score -661212.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -661478.375000 Penalty: 4399.988281
	Iteration 4F: 3 clusters Score -661478.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -661714.750000 Penalty: 4399.988281
	Iteration 5Q: 3 clusters Score -661714.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -661938.625000 Penalty: 4399.988281
	Iteration 6Q: 3 clusters Score -661938.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -662142.375000 Penalty: 4399.988281
	Iteration 7Q: 3 clusters Score -662142.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -662317.312500 Penalty: 4399.988281
	Iteration 8Q: 3 clusters Score -662317.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -662488.437500 Penalty: 4399.988281
	Iteration 9Q: 3 clusters Score -662488.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -662651.062500 Penalty: 4399.988281
	Iteration 10Q: 3 clusters Score -662651.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -662801.562500 Penalty: 4399.988281
	Iteration 11Q: 3 clusters Score -662801.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -662929.250000 Penalty: 4399.988281
	Iteration 12Q: 3 clusters Score -662929.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -663052.125000 Penalty: 4399.988281
	Iteration 13Q: 3 clusters Score -663052.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -663134.125000 Penalty: 4399.988281
	Iteration 14Q: 3 clusters Score -663134.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -663189.812500 Penalty: 4399.988281
	Iteration 15Q: 3 clusters Score -663189.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -663218.437500 Penalty: 4399.988281
	Iteration 16Q: 3 clusters Score -663218.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -663243.062500 Penalty: 4399.988281
	Iteration 17Q: 3 clusters Score -663243.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -663264.062500 Penalty: 4399.988281
	Iteration 18Q: 3 clusters Score -663264.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -663278.500000 Penalty: 4399.988281
	Iteration 19Q: 3 clusters Score -663278.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -663287.562500 Penalty: 4399.988281
	Iteration 20F: 3 clusters Score -663287.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -663299.625000 Penalty: 4399.988281
	Iteration 21Q: 3 clusters Score -663299.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -663309.375000 Penalty: 4399.988281
	Iteration 22Q: 3 clusters Score -663309.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -663316.875000 Penalty: 4399.988281
	Iteration 23Q: 3 clusters Score -663316.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -663329.062500 Penalty: 4399.988281
	Iteration 24Q: 3 clusters Score -663329.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -663339.875000 Penalty: 4399.988281
	Iteration 25Q: 3 clusters Score -663339.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -663348.937500 Penalty: 4399.988281
	Iteration 26Q: 3 clusters Score -663348.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -663358.562500 Penalty: 4399.988281
	Iteration 27Q: 3 clusters Score -663358.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -663371.250000 Penalty: 4399.988281
	Iteration 28Q: 3 clusters Score -663371.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -663384.687500 Penalty: 4399.988281
	Iteration 29Q: 3 clusters Score -663384.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -663407.187500 Penalty: 4399.988281
	Iteration 30Q: 3 clusters Score -663407.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -663431.500000 Penalty: 4399.988281
	Iteration 31Q: 3 clusters Score -663431.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -663465.437500 Penalty: 4399.988281
	Iteration 32Q: 3 clusters Score -663465.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -663498.875000 Penalty: 4399.988281
	Iteration 33Q: 3 clusters Score -663498.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -663523.687500 Penalty: 4399.988281
	Iteration 34Q: 3 clusters Score -663523.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -663547.125000 Penalty: 4399.988281
	Iteration 35Q: 3 clusters Score -663547.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -663575.937500 Penalty: 4399.988281
	Iteration 36Q: 3 clusters Score -663575.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -663604.625000 Penalty: 4399.988281
	Iteration 37Q: 3 clusters Score -663604.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -663642.687500 Penalty: 4399.988281
	Iteration 38Q: 3 clusters Score -663642.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -663685.500000 Penalty: 4399.988281
	Iteration 39Q: 3 clusters Score -663685.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -663722.500000 Penalty: 4399.988281
	Iteration 40F: 3 clusters Score -663722.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -663752.812500 Penalty: 4399.988281
	Iteration 41Q: 3 clusters Score -663752.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -663784.187500 Penalty: 4399.988281
	Iteration 42Q: 3 clusters Score -663784.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -663828.812500 Penalty: 4399.988281
	Iteration 43Q: 3 clusters Score -663828.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -663879.875000 Penalty: 4399.988281
	Iteration 44Q: 3 clusters Score -663879.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -663969.250000 Penalty: 4399.988281
	Iteration 45Q: 3 clusters Score -663969.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -664053.125000 Penalty: 4399.988281
	Iteration 46Q: 3 clusters Score -664053.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -664116.437500 Penalty: 4399.988281
	Iteration 47Q: 3 clusters Score -664116.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -664153.000000 Penalty: 4399.988281
	Iteration 48Q: 3 clusters Score -664153 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -664171.625000 Penalty: 4399.988281
	Iteration 49Q: 3 clusters Score -664171.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -664186.312500 Penalty: 4399.988281
	Iteration 50Q: 3 clusters Score -664186.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -664197.187500 Penalty: 4399.988281
	Iteration 51Q: 3 clusters Score -664197.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -664205.937500 Penalty: 4399.988281
	Iteration 52Q: 3 clusters Score -664205.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -664215.000000 Penalty: 4399.988281
	Iteration 53Q: 3 clusters Score -664215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -664223.562500 Penalty: 4399.988281
	Iteration 54Q: 3 clusters Score -664223.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -664228.125000 Penalty: 4399.988281
	Iteration 55Q: 3 clusters Score -664228.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -664234.125000 Penalty: 4399.988281
	Iteration 56Q: 3 clusters Score -664234.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -664241.187500 Penalty: 4399.988281
	Iteration 57Q: 3 clusters Score -664241.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -664245.750000 Penalty: 4399.988281
	Iteration 58Q: 3 clusters Score -664245.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -664252.062500 Penalty: 4399.988281
	Iteration 59Q: 3 clusters Score -664252.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -664257.125000 Penalty: 4399.988281
	Iteration 60F: 3 clusters Score -664257.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -664262.812500 Penalty: 4399.988281
	Iteration 61Q: 3 clusters Score -664262.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -664269.312500 Penalty: 4399.988281
	Iteration 62Q: 3 clusters Score -664269.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -664278.562500 Penalty: 4399.988281
	Iteration 63Q: 3 clusters Score -664278.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -664286.937500 Penalty: 4399.988281
	Iteration 64Q: 3 clusters Score -664286.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -664298.312500 Penalty: 4399.988281
	Iteration 65Q: 3 clusters Score -664298.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -664305.187500 Penalty: 4399.988281
	Iteration 66Q: 3 clusters Score -664305.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -664309.437500 Penalty: 4399.988281
	Iteration 67Q: 3 clusters Score -664309.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -664312.125000 Penalty: 4399.988281
	Iteration 68Q: 3 clusters Score -664312.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -664314.812500 Penalty: 4399.988281
	Iteration 69Q: 3 clusters Score -664314.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -664315.250000 Penalty: 4399.988281
	Iteration 70Q: 3 clusters Score -664315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -664315.750000 Penalty: 4399.988281
	Iteration 71Q: 3 clusters Score -664315.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -664316.125000 Penalty: 4399.988281
	Iteration 72Q: 3 clusters Score -664316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -664317.812500 Penalty: 4399.988281
	Iteration 73Q: 3 clusters Score -664317.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -664318.437500 Penalty: 4399.988281
	Iteration 74Q: 3 clusters Score -664318.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -664318.437500 Penalty: 4399.988281
	Iteration 75Q: 3 clusters Score -664318.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -664319.750000 Penalty: 4399.988281
	Iteration 76Q: 3 clusters Score -664319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -664320.125000 Penalty: 4399.988281
	Iteration 77Q: 3 clusters Score -664320.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -664320.250000 Penalty: 4399.988281
	Iteration 78Q: 3 clusters Score -664320.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -664320.437500 Penalty: 4399.988281
	Iteration 79Q: 3 clusters Score -664320.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -664322.687500 Penalty: 4399.988281
	Iteration 80F: 3 clusters Score -664322.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -664323.375000 Penalty: 4399.988281
	Iteration 81Q: 3 clusters Score -664323.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -664323.812500 Penalty: 4399.988281
	Iteration 82Q: 3 clusters Score -664323.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -664324.500000 Penalty: 4399.988281
	Iteration 83Q: 3 clusters Score -664324.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -664325.250000 Penalty: 4399.988281
	Iteration 84Q: 3 clusters Score -664325.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -664325.250000 Penalty: 4399.988281
	Iteration 85F: 3 clusters Score -664325.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Entering Unmasked Estep 
Score: -2493616.750000 Penalty: 2533.439941
	Iteration 0F: 2 clusters Score -2493617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2474808.500000 Penalty: 5066.879883
	Iteration 0F: 3 clusters Score -2474808 nChanged 12234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2481847.750000 Penalty: 5066.879883
	Iteration 1F: 3 clusters Score -2481848 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2483166.500000 Penalty: 5066.879883
	Iteration 2F: 3 clusters Score -2483166 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2484968.000000 Penalty: 5066.879883
	Iteration 3F: 3 clusters Score -2484968 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2486878.250000 Penalty: 5066.879883
	Iteration 4F: 3 clusters Score -2486878 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2488445.000000 Penalty: 5066.879883
	Iteration 5F: 3 clusters Score -2488445 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2489336.500000 Penalty: 5066.879883
	Iteration 6F: 3 clusters Score -2489336 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2489837.750000 Penalty: 5066.879883
	Iteration 7Q: 3 clusters Score -2489838 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2490140.750000 Penalty: 5066.879883
	Iteration 8Q: 3 clusters Score -2490141 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2490355.250000 Penalty: 5066.879883
	Iteration 9Q: 3 clusters Score -2490355 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2490517.000000 Penalty: 5066.879883
	Iteration 10Q: 3 clusters Score -2490517 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2490637.500000 Penalty: 5066.879883
	Iteration 11Q: 3 clusters Score -2490638 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2490749.500000 Penalty: 5066.879883
	Iteration 12Q: 3 clusters Score -2490750 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2490845.750000 Penalty: 5066.879883
	Iteration 13Q: 3 clusters Score -2490846 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2490945.750000 Penalty: 5066.879883
	Iteration 14Q: 3 clusters Score -2490946 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2491024.250000 Penalty: 5066.879883
	Iteration 15Q: 3 clusters Score -2491024 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2491132.750000 Penalty: 5066.879883
	Iteration 16Q: 3 clusters Score -2491133 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2491220.000000 Penalty: 5066.879883
	Iteration 17Q: 3 clusters Score -2491220 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2491338.750000 Penalty: 5066.879883
	Iteration 18Q: 3 clusters Score -2491339 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2491424.750000 Penalty: 5066.879883
	Iteration 19Q: 3 clusters Score -2491425 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2491528.000000 Penalty: 5066.879883
	Iteration 20F: 3 clusters Score -2491528 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2491661.750000 Penalty: 5066.879883
	Iteration 21Q: 3 clusters Score -2491662 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2491780.000000 Penalty: 5066.879883
	Iteration 22Q: 3 clusters Score -2491780 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2491892.750000 Penalty: 5066.879883
	Iteration 23Q: 3 clusters Score -2491893 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2491997.000000 Penalty: 5066.879883
	Iteration 24Q: 3 clusters Score -2491997 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2492093.000000 Penalty: 5066.879883
	Iteration 25Q: 3 clusters Score -2492093 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2492190.500000 Penalty: 5066.879883
	Iteration 26Q: 3 clusters Score -2492190 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2492283.250000 Penalty: 5066.879883
	Iteration 27Q: 3 clusters Score -2492283 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2492397.000000 Penalty: 5066.879883
	Iteration 28Q: 3 clusters Score -2492397 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2492478.500000 Penalty: 5066.879883
	Iteration 29Q: 3 clusters Score -2492478 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2492533.750000 Penalty: 5066.879883
	Iteration 30Q: 3 clusters Score -2492534 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2492586.500000 Penalty: 5066.879883
	Iteration 31Q: 3 clusters Score -2492586 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2492621.250000 Penalty: 5066.879883
	Iteration 32Q: 3 clusters Score -2492621 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2492658.000000 Penalty: 5066.879883
	Iteration 33Q: 3 clusters Score -2492658 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2492681.750000 Penalty: 5066.879883
	Iteration 34Q: 3 clusters Score -2492682 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2492689.250000 Penalty: 5066.879883
	Iteration 35Q: 3 clusters Score -2492689 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2492705.500000 Penalty: 5066.879883
	Iteration 36Q: 3 clusters Score -2492706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2492714.250000 Penalty: 5066.879883
	Iteration 37Q: 3 clusters Score -2492714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2492730.000000 Penalty: 5066.879883
	Iteration 38Q: 3 clusters Score -2492730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2492738.750000 Penalty: 5066.879883
	Iteration 39Q: 3 clusters Score -2492739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2492744.500000 Penalty: 5066.879883
	Iteration 40F: 3 clusters Score -2492744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2492749.750000 Penalty: 5066.879883
	Iteration 41Q: 3 clusters Score -2492750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2492743.750000 Penalty: 5066.879883
	Iteration 42Q: 3 clusters Score -2492744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2492748.000000 Penalty: 5066.879883
	Iteration 43Q: 3 clusters Score -2492748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2492749.250000 Penalty: 5066.879883
	Iteration 44Q: 3 clusters Score -2492749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2492752.750000 Penalty: 5066.879883
	Iteration 45Q: 3 clusters Score -2492753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2492757.750000 Penalty: 5066.879883
	Iteration 46Q: 3 clusters Score -2492758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2492758.750000 Penalty: 5066.879883
	Iteration 47Q: 3 clusters Score -2492759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2492754.250000 Penalty: 5066.879883
	Iteration 48Q: 3 clusters Score -2492754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2492758.000000 Penalty: 5066.879883
	Iteration 49Q: 3 clusters Score -2492758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2492757.750000 Penalty: 5066.879883
	Iteration 50Q: 3 clusters Score -2492758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2492755.000000 Penalty: 5066.879883
	Iteration 51Q: 3 clusters Score -2492755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2492755.000000 Penalty: 5066.879883
	Iteration 52F: 3 clusters Score -2492755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Entering Unmasked Estep 
Score: -867610.062500 Penalty: 2272.173584
	Iteration 0F: 2 clusters Score -867610.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -860378.437500 Penalty: 4544.347168
	Iteration 0F: 3 clusters Score -860378.4 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -863035.187500 Penalty: 4544.347168
	Iteration 1F: 3 clusters Score -863035.2 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -865264.312500 Penalty: 4544.347168
	Iteration 2F: 3 clusters Score -865264.3 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -868819.750000 Penalty: 4544.347168
	Iteration 3F: 3 clusters Score -868819.8 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -870844.562500 Penalty: 4544.347168
	Iteration 4F: 3 clusters Score -870844.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -871580.437500 Penalty: 4544.347168
	Iteration 5F: 3 clusters Score -871580.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -871817.875000 Penalty: 4544.347168
	Iteration 6Q: 3 clusters Score -871817.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -871904.312500 Penalty: 4544.347168
	Iteration 7Q: 3 clusters Score -871904.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -871981.312500 Penalty: 4544.347168
	Iteration 8Q: 3 clusters Score -871981.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -872039.687500 Penalty: 4544.347168
	Iteration 9Q: 3 clusters Score -872039.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -872099.187500 Penalty: 4544.347168
	Iteration 10Q: 3 clusters Score -872099.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -872158.125000 Penalty: 4544.347168
	Iteration 11Q: 3 clusters Score -872158.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -872201.000000 Penalty: 4544.347168
	Iteration 12Q: 3 clusters Score -872201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -872240.812500 Penalty: 4544.347168
	Iteration 13Q: 3 clusters Score -872240.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -872318.000000 Penalty: 4544.347168
	Iteration 14Q: 3 clusters Score -872318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -872426.437500 Penalty: 4544.347168
	Iteration 15Q: 3 clusters Score -872426.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -872515.812500 Penalty: 4544.347168
	Iteration 16Q: 3 clusters Score -872515.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -872625.812500 Penalty: 4544.347168
	Iteration 17Q: 3 clusters Score -872625.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -872701.875000 Penalty: 4544.347168
	Iteration 18Q: 3 clusters Score -872701.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -872761.812500 Penalty: 4544.347168
	Iteration 19Q: 3 clusters Score -872761.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -872854.000000 Penalty: 4544.347168
	Iteration 20F: 3 clusters Score -872854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -872974.375000 Penalty: 4544.347168
	Iteration 21Q: 3 clusters Score -872974.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -873074.062500 Penalty: 4544.347168
	Iteration 22Q: 3 clusters Score -873074.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -873111.375000 Penalty: 4544.347168
	Iteration 23Q: 3 clusters Score -873111.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -873133.437500 Penalty: 4544.347168
	Iteration 24Q: 3 clusters Score -873133.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -873148.625000 Penalty: 4544.347168
	Iteration 25Q: 3 clusters Score -873148.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -873158.625000 Penalty: 4544.347168
	Iteration 26Q: 3 clusters Score -873158.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -873168.250000 Penalty: 4544.347168
	Iteration 27Q: 3 clusters Score -873168.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -873171.312500 Penalty: 4544.347168
	Iteration 28Q: 3 clusters Score -873171.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -873171.937500 Penalty: 4544.347168
	Iteration 29Q: 3 clusters Score -873171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -873173.000000 Penalty: 4544.347168
	Iteration 30Q: 3 clusters Score -873173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -873173.125000 Penalty: 4544.347168
	Iteration 31Q: 3 clusters Score -873173.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -873173.062500 Penalty: 4544.347168
	Iteration 32Q: 3 clusters Score -873173.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -873174.062500 Penalty: 4544.347168
	Iteration 33Q: 3 clusters Score -873174.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -873175.250000 Penalty: 4544.347168
	Iteration 34Q: 3 clusters Score -873175.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -873175.250000 Penalty: 4544.347168
	Iteration 35F: 3 clusters Score -873175.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 9122 members 
Mstep: Class 3 contains 32139 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 10472 members 
Mstep: Class 6 contains 146056 members 
Mstep: Class 7 contains 65805 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 27323 members 
Mstep: Class 10 contains 1364 members 
Mstep: Class 11 contains 20559 members 
Mstep: Class 12 contains 29854 members 
Mstep: Class 13 contains 115630 members 
Mstep: Class 14 contains 42101 members 
Mstep: Class 15 contains 227718 members 
Mstep: Class 16 contains 311308 members 
Mstep: Class 17 contains 8779 members 
Mstep: Class 18 contains 114805 members 
Mstep: Class 19 contains 100214 members 
Mstep: Class 20 contains 9054 members 
Mstep: Class 21 contains 234378 members 
Mstep: Class 22 contains 31854 members 
Mstep: Class 23 contains 52910 members 
Mstep: Class 24 contains 25008 members 
Mstep: Class 25 contains 17521 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 8164 members 
Entering Unmasked Estep 
Score: -157552672.000000 Penalty: 95950.632812
Splitting cluster 10 changes total score from -157543648.000000 to -157552672.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (20559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Entering Unmasked Estep 
Score: -1869486.875000 Penalty: 2462.901367
	Iteration 0F: 2 clusters Score -1869487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1855057.250000 Penalty: 4925.802734
	Iteration 0F: 3 clusters Score -1855057 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1860031.125000 Penalty: 4925.802734
	Iteration 1F: 3 clusters Score -1860031 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1860693.500000 Penalty: 4925.802734
	Iteration 2F: 3 clusters Score -1860694 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1861633.875000 Penalty: 4925.802734
	Iteration 3F: 3 clusters Score -1861634 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1862884.625000 Penalty: 4925.802734
	Iteration 4F: 3 clusters Score -1862885 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1864400.125000 Penalty: 4925.802734
	Iteration 5F: 3 clusters Score -1864400 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1866173.500000 Penalty: 4925.802734
	Iteration 6F: 3 clusters Score -1866174 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1867792.500000 Penalty: 4925.802734
	Iteration 7F: 3 clusters Score -1867792 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1868872.625000 Penalty: 4925.802734
	Iteration 8F: 3 clusters Score -1868873 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1869451.500000 Penalty: 4925.802734
	Iteration 9Q: 3 clusters Score -1869452 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1869753.375000 Penalty: 4925.802734
	Iteration 10Q: 3 clusters Score -1869753 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1869907.000000 Penalty: 4925.802734
	Iteration 11Q: 3 clusters Score -1869907 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1870005.125000 Penalty: 4925.802734
	Iteration 12Q: 3 clusters Score -1870005 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1870072.250000 Penalty: 4925.802734
	Iteration 13Q: 3 clusters Score -1870072 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1870136.875000 Penalty: 4925.802734
	Iteration 14Q: 3 clusters Score -1870137 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1870207.500000 Penalty: 4925.802734
	Iteration 15Q: 3 clusters Score -1870208 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1870272.375000 Penalty: 4925.802734
	Iteration 16Q: 3 clusters Score -1870272 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1870337.625000 Penalty: 4925.802734
	Iteration 17Q: 3 clusters Score -1870338 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1870401.875000 Penalty: 4925.802734
	Iteration 18Q: 3 clusters Score -1870402 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1870449.250000 Penalty: 4925.802734
	Iteration 19Q: 3 clusters Score -1870449 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1870494.000000 Penalty: 4925.802734
	Iteration 20F: 3 clusters Score -1870494 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1870542.000000 Penalty: 4925.802734
	Iteration 21Q: 3 clusters Score -1870542 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1870571.875000 Penalty: 4925.802734
	Iteration 22Q: 3 clusters Score -1870572 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1870601.750000 Penalty: 4925.802734
	Iteration 23Q: 3 clusters Score -1870602 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1870613.875000 Penalty: 4925.802734
	Iteration 24Q: 3 clusters Score -1870614 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1870625.750000 Penalty: 4925.802734
	Iteration 25Q: 3 clusters Score -1870626 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1870646.000000 Penalty: 4925.802734
	Iteration 26Q: 3 clusters Score -1870646 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1870652.375000 Penalty: 4925.802734
	Iteration 27Q: 3 clusters Score -1870652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1870664.500000 Penalty: 4925.802734
	Iteration 28Q: 3 clusters Score -1870664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1870682.375000 Penalty: 4925.802734
	Iteration 29Q: 3 clusters Score -1870682 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1870688.750000 Penalty: 4925.802734
	Iteration 30Q: 3 clusters Score -1870689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1870699.500000 Penalty: 4925.802734
	Iteration 31Q: 3 clusters Score -1870700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1870706.250000 Penalty: 4925.802734
	Iteration 32Q: 3 clusters Score -1870706 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1870724.125000 Penalty: 4925.802734
	Iteration 33Q: 3 clusters Score -1870724 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1870746.875000 Penalty: 4925.802734
	Iteration 34Q: 3 clusters Score -1870747 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1870777.000000 Penalty: 4925.802734
	Iteration 35Q: 3 clusters Score -1870777 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1870818.000000 Penalty: 4925.802734
	Iteration 36Q: 3 clusters Score -1870818 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1870850.875000 Penalty: 4925.802734
	Iteration 37Q: 3 clusters Score -1870851 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1870903.375000 Penalty: 4925.802734
	Iteration 38Q: 3 clusters Score -1870903 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1870966.875000 Penalty: 4925.802734
	Iteration 39Q: 3 clusters Score -1870967 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1871038.000000 Penalty: 4925.802734
	Iteration 40F: 3 clusters Score -1871038 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1871108.625000 Penalty: 4925.802734
	Iteration 41Q: 3 clusters Score -1871109 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1871163.625000 Penalty: 4925.802734
	Iteration 42Q: 3 clusters Score -1871164 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1871205.500000 Penalty: 4925.802734
	Iteration 43Q: 3 clusters Score -1871206 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1871236.250000 Penalty: 4925.802734
	Iteration 44Q: 3 clusters Score -1871236 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1871246.500000 Penalty: 4925.802734
	Iteration 45Q: 3 clusters Score -1871246 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1871265.625000 Penalty: 4925.802734
	Iteration 46Q: 3 clusters Score -1871266 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1871279.875000 Penalty: 4925.802734
	Iteration 47Q: 3 clusters Score -1871280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1871282.125000 Penalty: 4925.802734
	Iteration 48Q: 3 clusters Score -1871282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1871289.500000 Penalty: 4925.802734
	Iteration 49Q: 3 clusters Score -1871290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1871292.625000 Penalty: 4925.802734
	Iteration 50Q: 3 clusters Score -1871293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1871298.125000 Penalty: 4925.802734
	Iteration 51Q: 3 clusters Score -1871298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1871297.875000 Penalty: 4925.802734
	Iteration 52Q: 3 clusters Score -1871298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1871304.125000 Penalty: 4925.802734
	Iteration 53Q: 3 clusters Score -1871304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1871305.500000 Penalty: 4925.802734
	Iteration 54Q: 3 clusters Score -1871306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1871312.125000 Penalty: 4925.802734
	Iteration 55Q: 3 clusters Score -1871312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1871318.000000 Penalty: 4925.802734
	Iteration 56Q: 3 clusters Score -1871318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1871316.125000 Penalty: 4925.802734
	Iteration 57Q: 3 clusters Score -1871316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1871321.625000 Penalty: 4925.802734
	Iteration 58Q: 3 clusters Score -1871322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1871323.875000 Penalty: 4925.802734
	Iteration 59Q: 3 clusters Score -1871324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1871322.875000 Penalty: 4925.802734
	Iteration 60F: 3 clusters Score -1871323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1871325.125000 Penalty: 4925.802734
	Iteration 61Q: 3 clusters Score -1871325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1871329.625000 Penalty: 4925.802734
	Iteration 62Q: 3 clusters Score -1871330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1871328.625000 Penalty: 4925.802734
	Iteration 63Q: 3 clusters Score -1871329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1871326.000000 Penalty: 4925.802734
	Iteration 64Q: 3 clusters Score -1871326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1871326.000000 Penalty: 4925.802734
	Iteration 65Q: 3 clusters Score -1871326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1871327.625000 Penalty: 4925.802734
	Iteration 66Q: 3 clusters Score -1871328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1871329.250000 Penalty: 4925.802734
	Iteration 67Q: 3 clusters Score -1871329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1871328.375000 Penalty: 4925.802734
	Iteration 68Q: 3 clusters Score -1871328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1871328.500000 Penalty: 4925.802734
	Iteration 69Q: 3 clusters Score -1871328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1871329.250000 Penalty: 4925.802734
	Iteration 70Q: 3 clusters Score -1871329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1871331.875000 Penalty: 4925.802734
	Iteration 71Q: 3 clusters Score -1871332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1871330.000000 Penalty: 4925.802734
	Iteration 72Q: 3 clusters Score -1871330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1871333.625000 Penalty: 4925.802734
	Iteration 73Q: 3 clusters Score -1871334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1871330.750000 Penalty: 4925.802734
	Iteration 74Q: 3 clusters Score -1871331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1871333.875000 Penalty: 4925.802734
	Iteration 75Q: 3 clusters Score -1871334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1871329.125000 Penalty: 4925.802734
	Iteration 76Q: 3 clusters Score -1871329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1871332.625000 Penalty: 4925.802734
	Iteration 77Q: 3 clusters Score -1871333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1871334.000000 Penalty: 4925.802734
	Iteration 78Q: 3 clusters Score -1871334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1871336.250000 Penalty: 4925.802734
	Iteration 79Q: 3 clusters Score -1871336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1871336.500000 Penalty: 4925.802734
	Iteration 80F: 3 clusters Score -1871336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1871336.250000 Penalty: 4925.802734
	Iteration 81Q: 3 clusters Score -1871336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1871337.625000 Penalty: 4925.802734
	Iteration 82Q: 3 clusters Score -1871338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1871337.625000 Penalty: 4925.802734
	Iteration 83F: 3 clusters Score -1871338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 9122 members 
Mstep: Class 3 contains 32139 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 10472 members 
Mstep: Class 6 contains 146056 members 
Mstep: Class 7 contains 65805 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 27323 members 
Mstep: Class 10 contains 1364 members 
Mstep: Class 11 contains 6875 members 
Mstep: Class 12 contains 29854 members 
Mstep: Class 13 contains 115630 members 
Mstep: Class 14 contains 42101 members 
Mstep: Class 15 contains 227718 members 
Mstep: Class 16 contains 311308 members 
Mstep: Class 17 contains 8779 members 
Mstep: Class 18 contains 114805 members 
Mstep: Class 19 contains 100214 members 
Mstep: Class 20 contains 9054 members 
Mstep: Class 21 contains 234378 members 
Mstep: Class 22 contains 31854 members 
Mstep: Class 23 contains 52910 members 
Mstep: Class 24 contains 25008 members 
Mstep: Class 25 contains 17521 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 8164 members 
Mstep: Class 28 contains 13684 members 
Entering Unmasked Estep 
Score: -157553952.000000 Penalty: 99504.359375
Splitting cluster 11 changes total score from -157543648.000000 to -157553952.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (29854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Entering Unmasked Estep 
Score: -2913355.750000 Penalty: 2555.410400
	Iteration 0F: 2 clusters Score -2913356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2892822.250000 Penalty: 5110.820801
	Iteration 0F: 3 clusters Score -2892822 nChanged 13552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2900267.000000 Penalty: 5110.820801
	Iteration 1F: 3 clusters Score -2900267 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2900939.250000 Penalty: 5110.820801
	Iteration 2F: 3 clusters Score -2900939 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2901673.250000 Penalty: 5110.820801
	Iteration 3F: 3 clusters Score -2901673 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2902564.500000 Penalty: 5110.820801
	Iteration 4F: 3 clusters Score -2902564 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2903812.250000 Penalty: 5110.820801
	Iteration 5F: 3 clusters Score -2903812 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2905345.250000 Penalty: 5110.820801
	Iteration 6F: 3 clusters Score -2905345 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2907021.250000 Penalty: 5110.820801
	Iteration 7F: 3 clusters Score -2907021 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2908438.250000 Penalty: 5110.820801
	Iteration 8F: 3 clusters Score -2908438 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2909383.500000 Penalty: 5110.820801
	Iteration 9Q: 3 clusters Score -2909384 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2910045.500000 Penalty: 5110.820801
	Iteration 10Q: 3 clusters Score -2910046 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2910472.250000 Penalty: 5110.820801
	Iteration 11Q: 3 clusters Score -2910472 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2910775.250000 Penalty: 5110.820801
	Iteration 12Q: 3 clusters Score -2910775 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2911012.500000 Penalty: 5110.820801
	Iteration 13Q: 3 clusters Score -2911012 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2911192.500000 Penalty: 5110.820801
	Iteration 14Q: 3 clusters Score -2911192 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2911330.750000 Penalty: 5110.820801
	Iteration 15Q: 3 clusters Score -2911331 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2911459.000000 Penalty: 5110.820801
	Iteration 16Q: 3 clusters Score -2911459 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2911542.750000 Penalty: 5110.820801
	Iteration 17Q: 3 clusters Score -2911543 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2911612.250000 Penalty: 5110.820801
	Iteration 18Q: 3 clusters Score -2911612 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2911650.750000 Penalty: 5110.820801
	Iteration 19Q: 3 clusters Score -2911651 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2911681.750000 Penalty: 5110.820801
	Iteration 20F: 3 clusters Score -2911682 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2911714.000000 Penalty: 5110.820801
	Iteration 21Q: 3 clusters Score -2911714 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2911737.000000 Penalty: 5110.820801
	Iteration 22Q: 3 clusters Score -2911737 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2911753.000000 Penalty: 5110.820801
	Iteration 23Q: 3 clusters Score -2911753 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2911765.500000 Penalty: 5110.820801
	Iteration 24Q: 3 clusters Score -2911766 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2911789.500000 Penalty: 5110.820801
	Iteration 25Q: 3 clusters Score -2911790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2911800.750000 Penalty: 5110.820801
	Iteration 26Q: 3 clusters Score -2911801 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2911813.250000 Penalty: 5110.820801
	Iteration 27Q: 3 clusters Score -2911813 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2911823.000000 Penalty: 5110.820801
	Iteration 28Q: 3 clusters Score -2911823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2911826.750000 Penalty: 5110.820801
	Iteration 29Q: 3 clusters Score -2911827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2911840.000000 Penalty: 5110.820801
	Iteration 30Q: 3 clusters Score -2911840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2911846.000000 Penalty: 5110.820801
	Iteration 31Q: 3 clusters Score -2911846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2911854.250000 Penalty: 5110.820801
	Iteration 32Q: 3 clusters Score -2911854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2911851.250000 Penalty: 5110.820801
	Iteration 33Q: 3 clusters Score -2911851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2911862.750000 Penalty: 5110.820801
	Iteration 34Q: 3 clusters Score -2911863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2911859.250000 Penalty: 5110.820801
	Iteration 35Q: 3 clusters Score -2911859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2911863.250000 Penalty: 5110.820801
	Iteration 36Q: 3 clusters Score -2911863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2911861.500000 Penalty: 5110.820801
	Iteration 37Q: 3 clusters Score -2911862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2911856.750000 Penalty: 5110.820801
	Iteration 38Q: 3 clusters Score -2911857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2911863.750000 Penalty: 5110.820801
	Iteration 39Q: 3 clusters Score -2911864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2911865.500000 Penalty: 5110.820801
	Iteration 40F: 3 clusters Score -2911866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2911870.750000 Penalty: 5110.820801
	Iteration 41Q: 3 clusters Score -2911871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2911870.500000 Penalty: 5110.820801
	Iteration 42Q: 3 clusters Score -2911870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2911874.250000 Penalty: 5110.820801
	Iteration 43Q: 3 clusters Score -2911874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2911879.250000 Penalty: 5110.820801
	Iteration 44Q: 3 clusters Score -2911879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2911877.250000 Penalty: 5110.820801
	Iteration 45Q: 3 clusters Score -2911877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2911876.250000 Penalty: 5110.820801
	Iteration 46Q: 3 clusters Score -2911876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2911886.500000 Penalty: 5110.820801
	Iteration 47Q: 3 clusters Score -2911886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2911891.000000 Penalty: 5110.820801
	Iteration 48Q: 3 clusters Score -2911891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2911889.250000 Penalty: 5110.820801
	Iteration 49Q: 3 clusters Score -2911889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2911896.250000 Penalty: 5110.820801
	Iteration 50Q: 3 clusters Score -2911896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2911898.500000 Penalty: 5110.820801
	Iteration 51Q: 3 clusters Score -2911898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2911903.000000 Penalty: 5110.820801
	Iteration 52Q: 3 clusters Score -2911903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2911907.500000 Penalty: 5110.820801
	Iteration 53Q: 3 clusters Score -2911908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2911910.500000 Penalty: 5110.820801
	Iteration 54Q: 3 clusters Score -2911910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2911908.500000 Penalty: 5110.820801
	Iteration 55Q: 3 clusters Score -2911908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2911911.500000 Penalty: 5110.820801
	Iteration 56Q: 3 clusters Score -2911912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2911913.250000 Penalty: 5110.820801
	Iteration 57Q: 3 clusters Score -2911913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2911919.000000 Penalty: 5110.820801
	Iteration 58Q: 3 clusters Score -2911919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2911924.750000 Penalty: 5110.820801
	Iteration 59Q: 3 clusters Score -2911925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2911933.250000 Penalty: 5110.820801
	Iteration 60F: 3 clusters Score -2911933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2911927.250000 Penalty: 5110.820801
	Iteration 61Q: 3 clusters Score -2911927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2911928.750000 Penalty: 5110.820801
	Iteration 62Q: 3 clusters Score -2911929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2911928.000000 Penalty: 5110.820801
	Iteration 63Q: 3 clusters Score -2911928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2911936.750000 Penalty: 5110.820801
	Iteration 64Q: 3 clusters Score -2911937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2911933.500000 Penalty: 5110.820801
	Iteration 65Q: 3 clusters Score -2911934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2911934.750000 Penalty: 5110.820801
	Iteration 66Q: 3 clusters Score -2911935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2911934.750000 Penalty: 5110.820801
	Iteration 67F: 3 clusters Score -2911935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (115630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115630 members 
Entering Unmasked Estep 
Score: -11430097.000000 Penalty: 2891.221436
	Iteration 0F: 2 clusters Score -1.14301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -11352878.000000 Penalty: 5782.442871
	Iteration 0F: 3 clusters Score -1.135288e+07 nChanged 54827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -11384271.000000 Penalty: 5782.442871
	Iteration 1F: 3 clusters Score -1.138427e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -11385407.000000 Penalty: 5782.442871
	Iteration 2Q: 3 clusters Score -1.138541e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56191 members 
Mstep: Class 2 contains 59439 members 
Entering Unmasked Estep 
Score: -11386798.000000 Penalty: 5782.442871
	Iteration 3Q: 3 clusters Score -1.13868e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 60389 members 
Entering Unmasked Estep 
Score: -11389110.000000 Penalty: 5782.442871
	Iteration 4Q: 3 clusters Score -1.138911e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 61970 members 
Entering Unmasked Estep 
Score: -11392544.000000 Penalty: 5782.442871
	Iteration 5F: 3 clusters Score -1.139254e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -11397514.000000 Penalty: 5782.442871
	Iteration 6F: 3 clusters Score -1.139751e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -11404073.000000 Penalty: 5782.442871
	Iteration 7F: 3 clusters Score -1.140407e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 72234 members 
Entering Unmasked Estep 
Score: -11411651.000000 Penalty: 5782.442871
	Iteration 8F: 3 clusters Score -1.141165e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -11417381.000000 Penalty: 5782.442871
	Iteration 9F: 3 clusters Score -1.141738e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 78248 members 
Entering Unmasked Estep 
Score: -11420507.000000 Penalty: 5782.442871
	Iteration 10Q: 3 clusters Score -1.142051e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 80094 members 
Entering Unmasked Estep 
Score: -11422066.000000 Penalty: 5782.442871
	Iteration 11Q: 3 clusters Score -1.142207e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 81609 members 
Entering Unmasked Estep 
Score: -11423178.000000 Penalty: 5782.442871
	Iteration 12Q: 3 clusters Score -1.142318e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 82890 members 
Entering Unmasked Estep 
Score: -11423854.000000 Penalty: 5782.442871
	Iteration 13Q: 3 clusters Score -1.142385e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -11424291.000000 Penalty: 5782.442871
	Iteration 14Q: 3 clusters Score -1.142429e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -11424582.000000 Penalty: 5782.442871
	Iteration 15Q: 3 clusters Score -1.142458e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 85959 members 
Entering Unmasked Estep 
Score: -11424844.000000 Penalty: 5782.442871
	Iteration 16Q: 3 clusters Score -1.142484e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 86823 members 
Entering Unmasked Estep 
Score: -11425076.000000 Penalty: 5782.442871
	Iteration 17Q: 3 clusters Score -1.142508e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 87647 members 
Entering Unmasked Estep 
Score: -11425241.000000 Penalty: 5782.442871
	Iteration 18Q: 3 clusters Score -1.142524e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -11425391.000000 Penalty: 5782.442871
	Iteration 19Q: 3 clusters Score -1.142539e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 89308 members 
Entering Unmasked Estep 
Score: -11425591.000000 Penalty: 5782.442871
	Iteration 20F: 3 clusters Score -1.142559e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 90123 members 
Entering Unmasked Estep 
Score: -11425736.000000 Penalty: 5782.442871
	Iteration 21Q: 3 clusters Score -1.142574e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 90873 members 
Entering Unmasked Estep 
Score: -11425878.000000 Penalty: 5782.442871
	Iteration 22Q: 3 clusters Score -1.142588e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 91651 members 
Entering Unmasked Estep 
Score: -11426000.000000 Penalty: 5782.442871
	Iteration 23Q: 3 clusters Score -1.1426e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 92396 members 
Entering Unmasked Estep 
Score: -11426143.000000 Penalty: 5782.442871
	Iteration 24Q: 3 clusters Score -1.142614e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -11426301.000000 Penalty: 5782.442871
	Iteration 25Q: 3 clusters Score -1.14263e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 93875 members 
Entering Unmasked Estep 
Score: -11426467.000000 Penalty: 5782.442871
	Iteration 26Q: 3 clusters Score -1.142647e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 94592 members 
Entering Unmasked Estep 
Score: -11426588.000000 Penalty: 5782.442871
	Iteration 27Q: 3 clusters Score -1.142659e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -11426706.000000 Penalty: 5782.442871
	Iteration 28Q: 3 clusters Score -1.142671e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 96012 members 
Entering Unmasked Estep 
Score: -11426885.000000 Penalty: 5782.442871
	Iteration 29Q: 3 clusters Score -1.142688e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 96691 members 
Entering Unmasked Estep 
Score: -11426974.000000 Penalty: 5782.442871
	Iteration 30Q: 3 clusters Score -1.142697e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 97328 members 
Entering Unmasked Estep 
Score: -11427071.000000 Penalty: 5782.442871
	Iteration 31Q: 3 clusters Score -1.142707e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 97947 members 
Entering Unmasked Estep 
Score: -11427154.000000 Penalty: 5782.442871
	Iteration 32Q: 3 clusters Score -1.142715e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -11427215.000000 Penalty: 5782.442871
	Iteration 33Q: 3 clusters Score -1.142722e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 99042 members 
Entering Unmasked Estep 
Score: -11427336.000000 Penalty: 5782.442871
	Iteration 34Q: 3 clusters Score -1.142734e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 99621 members 
Entering Unmasked Estep 
Score: -11427443.000000 Penalty: 5782.442871
	Iteration 35Q: 3 clusters Score -1.142744e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 100188 members 
Entering Unmasked Estep 
Score: -11427570.000000 Penalty: 5782.442871
	Iteration 36Q: 3 clusters Score -1.142757e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 100729 members 
Entering Unmasked Estep 
Score: -11427631.000000 Penalty: 5782.442871
	Iteration 37Q: 3 clusters Score -1.142763e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -11427735.000000 Penalty: 5782.442871
	Iteration 38Q: 3 clusters Score -1.142774e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 101661 members 
Entering Unmasked Estep 
Score: -11427782.000000 Penalty: 5782.442871
	Iteration 39Q: 3 clusters Score -1.142778e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 102122 members 
Entering Unmasked Estep 
Score: -11427835.000000 Penalty: 5782.442871
	Iteration 40F: 3 clusters Score -1.142784e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 102548 members 
Entering Unmasked Estep 
Score: -11427901.000000 Penalty: 5782.442871
	Iteration 41Q: 3 clusters Score -1.14279e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 102962 members 
Entering Unmasked Estep 
Score: -11427960.000000 Penalty: 5782.442871
	Iteration 42Q: 3 clusters Score -1.142796e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 103356 members 
Entering Unmasked Estep 
Score: -11428043.000000 Penalty: 5782.442871
	Iteration 43Q: 3 clusters Score -1.142804e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 103727 members 
Entering Unmasked Estep 
Score: -11428101.000000 Penalty: 5782.442871
	Iteration 44Q: 3 clusters Score -1.14281e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 104082 members 
Entering Unmasked Estep 
Score: -11428169.000000 Penalty: 5782.442871
	Iteration 45Q: 3 clusters Score -1.142817e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 104396 members 
Entering Unmasked Estep 
Score: -11428202.000000 Penalty: 5782.442871
	Iteration 46Q: 3 clusters Score -1.14282e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 104701 members 
Entering Unmasked Estep 
Score: -11428210.000000 Penalty: 5782.442871
	Iteration 47Q: 3 clusters Score -1.142821e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 104989 members 
Entering Unmasked Estep 
Score: -11428288.000000 Penalty: 5782.442871
	Iteration 48Q: 3 clusters Score -1.142829e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 105265 members 
Entering Unmasked Estep 
Score: -11428336.000000 Penalty: 5782.442871
	Iteration 49Q: 3 clusters Score -1.142834e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 105542 members 
Entering Unmasked Estep 
Score: -11428371.000000 Penalty: 5782.442871
	Iteration 50Q: 3 clusters Score -1.142837e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -11428438.000000 Penalty: 5782.442871
	Iteration 51Q: 3 clusters Score -1.142844e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 106078 members 
Entering Unmasked Estep 
Score: -11428461.000000 Penalty: 5782.442871
	Iteration 52Q: 3 clusters Score -1.142846e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 106325 members 
Entering Unmasked Estep 
Score: -11428482.000000 Penalty: 5782.442871
	Iteration 53Q: 3 clusters Score -1.142848e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 106542 members 
Entering Unmasked Estep 
Score: -11428503.000000 Penalty: 5782.442871
	Iteration 54Q: 3 clusters Score -1.14285e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 106741 members 
Entering Unmasked Estep 
Score: -11428510.000000 Penalty: 5782.442871
	Iteration 55Q: 3 clusters Score -1.142851e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 106903 members 
Entering Unmasked Estep 
Score: -11428514.000000 Penalty: 5782.442871
	Iteration 56Q: 3 clusters Score -1.142851e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 107039 members 
Entering Unmasked Estep 
Score: -11428541.000000 Penalty: 5782.442871
	Iteration 57Q: 3 clusters Score -1.142854e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 107147 members 
Entering Unmasked Estep 
Score: -11428548.000000 Penalty: 5782.442871
	Iteration 58Q: 3 clusters Score -1.142855e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 107252 members 
Entering Unmasked Estep 
Score: -11428543.000000 Penalty: 5782.442871
	Iteration 59Q: 3 clusters Score -1.142854e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 107358 members 
Entering Unmasked Estep 
Score: -11428555.000000 Penalty: 5782.442871
	Iteration 60F: 3 clusters Score -1.142856e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 107445 members 
Entering Unmasked Estep 
Score: -11428553.000000 Penalty: 5782.442871
	Iteration 61Q: 3 clusters Score -1.142855e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 107551 members 
Entering Unmasked Estep 
Score: -11428590.000000 Penalty: 5782.442871
	Iteration 62Q: 3 clusters Score -1.142859e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 107655 members 
Entering Unmasked Estep 
Score: -11428612.000000 Penalty: 5782.442871
	Iteration 63Q: 3 clusters Score -1.142861e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 107762 members 
Entering Unmasked Estep 
Score: -11428629.000000 Penalty: 5782.442871
	Iteration 64Q: 3 clusters Score -1.142863e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 107867 members 
Entering Unmasked Estep 
Score: -11428611.000000 Penalty: 5782.442871
	Iteration 65Q: 3 clusters Score -1.142861e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 107971 members 
Entering Unmasked Estep 
Score: -11428623.000000 Penalty: 5782.442871
	Iteration 66Q: 3 clusters Score -1.142862e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 108063 members 
Entering Unmasked Estep 
Score: -11428643.000000 Penalty: 5782.442871
	Iteration 67Q: 3 clusters Score -1.142864e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 108164 members 
Entering Unmasked Estep 
Score: -11428611.000000 Penalty: 5782.442871
	Iteration 68Q: 3 clusters Score -1.142861e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 108258 members 
Entering Unmasked Estep 
Score: -11428633.000000 Penalty: 5782.442871
	Iteration 69Q: 3 clusters Score -1.142863e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 108337 members 
Entering Unmasked Estep 
Score: -11428638.000000 Penalty: 5782.442871
	Iteration 70Q: 3 clusters Score -1.142864e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 108422 members 
Entering Unmasked Estep 
Score: -11428643.000000 Penalty: 5782.442871
	Iteration 71Q: 3 clusters Score -1.142864e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 108485 members 
Entering Unmasked Estep 
Score: -11428673.000000 Penalty: 5782.442871
	Iteration 72Q: 3 clusters Score -1.142867e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 108551 members 
Entering Unmasked Estep 
Score: -11428674.000000 Penalty: 5782.442871
	Iteration 73Q: 3 clusters Score -1.142867e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 108613 members 
Entering Unmasked Estep 
Score: -11428695.000000 Penalty: 5782.442871
	Iteration 74Q: 3 clusters Score -1.14287e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 108672 members 
Entering Unmasked Estep 
Score: -11428679.000000 Penalty: 5782.442871
	Iteration 75Q: 3 clusters Score -1.142868e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 108731 members 
Entering Unmasked Estep 
Score: -11428687.000000 Penalty: 5782.442871
	Iteration 76Q: 3 clusters Score -1.142869e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 108788 members 
Entering Unmasked Estep 
Score: -11428704.000000 Penalty: 5782.442871
	Iteration 77Q: 3 clusters Score -1.14287e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 108847 members 
Entering Unmasked Estep 
Score: -11428697.000000 Penalty: 5782.442871
	Iteration 78Q: 3 clusters Score -1.14287e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 108911 members 
Entering Unmasked Estep 
Score: -11428712.000000 Penalty: 5782.442871
	Iteration 79Q: 3 clusters Score -1.142871e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 108971 members 
Entering Unmasked Estep 
Score: -11428735.000000 Penalty: 5782.442871
	Iteration 80F: 3 clusters Score -1.142874e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 109029 members 
Entering Unmasked Estep 
Score: -11428714.000000 Penalty: 5782.442871
	Iteration 81Q: 3 clusters Score -1.142871e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 109086 members 
Entering Unmasked Estep 
Score: -11428712.000000 Penalty: 5782.442871
	Iteration 82Q: 3 clusters Score -1.142871e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 109151 members 
Entering Unmasked Estep 
Score: -11428699.000000 Penalty: 5782.442871
	Iteration 83Q: 3 clusters Score -1.14287e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 109194 members 
Entering Unmasked Estep 
Score: -11428703.000000 Penalty: 5782.442871
	Iteration 84Q: 3 clusters Score -1.14287e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 109232 members 
Entering Unmasked Estep 
Score: -11428700.000000 Penalty: 5782.442871
	Iteration 85Q: 3 clusters Score -1.14287e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 109270 members 
Entering Unmasked Estep 
Score: -11428700.000000 Penalty: 5782.442871
	Iteration 86Q: 3 clusters Score -1.14287e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 109303 members 
Entering Unmasked Estep 
Score: -11428712.000000 Penalty: 5782.442871
	Iteration 87Q: 3 clusters Score -1.142871e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 109341 members 
Entering Unmasked Estep 
Score: -11428726.000000 Penalty: 5782.442871
	Iteration 88Q: 3 clusters Score -1.142873e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 109368 members 
Entering Unmasked Estep 
Score: -11428718.000000 Penalty: 5782.442871
	Iteration 89Q: 3 clusters Score -1.142872e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 109399 members 
Entering Unmasked Estep 
Score: -11428740.000000 Penalty: 5782.442871
	Iteration 90Q: 3 clusters Score -1.142874e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 109425 members 
Entering Unmasked Estep 
Score: -11428732.000000 Penalty: 5782.442871
	Iteration 91Q: 3 clusters Score -1.142873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 109439 members 
Entering Unmasked Estep 
Score: -11428729.000000 Penalty: 5782.442871
	Iteration 92Q: 3 clusters Score -1.142873e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 109459 members 
Entering Unmasked Estep 
Score: -11428736.000000 Penalty: 5782.442871
	Iteration 93Q: 3 clusters Score -1.142874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 109483 members 
Entering Unmasked Estep 
Score: -11428734.000000 Penalty: 5782.442871
	Iteration 94Q: 3 clusters Score -1.142873e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 109504 members 
Entering Unmasked Estep 
Score: -11428742.000000 Penalty: 5782.442871
	Iteration 95Q: 3 clusters Score -1.142874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 109523 members 
Entering Unmasked Estep 
Score: -11428739.000000 Penalty: 5782.442871
	Iteration 96Q: 3 clusters Score -1.142874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 109538 members 
Entering Unmasked Estep 
Score: -11428735.000000 Penalty: 5782.442871
	Iteration 97Q: 3 clusters Score -1.142874e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 109552 members 
Entering Unmasked Estep 
Score: -11428740.000000 Penalty: 5782.442871
	Iteration 98Q: 3 clusters Score -1.142874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 109563 members 
Entering Unmasked Estep 
Score: -11428744.000000 Penalty: 5782.442871
	Iteration 99Q: 3 clusters Score -1.142874e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 109581 members 
Entering Unmasked Estep 
Score: -11428744.000000 Penalty: 5782.442871
	Iteration 100F: 3 clusters Score -1.142874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 109596 members 
Entering Unmasked Estep 
Score: -11428757.000000 Penalty: 5782.442871
	Iteration 101Q: 3 clusters Score -1.142876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 109612 members 
Entering Unmasked Estep 
Score: -11428778.000000 Penalty: 5782.442871
	Iteration 102Q: 3 clusters Score -1.142878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 109627 members 
Entering Unmasked Estep 
Score: -11428780.000000 Penalty: 5782.442871
	Iteration 103Q: 3 clusters Score -1.142878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 109642 members 
Entering Unmasked Estep 
Score: -11428776.000000 Penalty: 5782.442871
	Iteration 104Q: 3 clusters Score -1.142878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 109653 members 
Entering Unmasked Estep 
Score: -11428776.000000 Penalty: 5782.442871
	Iteration 105Q: 3 clusters Score -1.142878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 109663 members 
Entering Unmasked Estep 
Score: -11428780.000000 Penalty: 5782.442871
	Iteration 106Q: 3 clusters Score -1.142878e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 109677 members 
Entering Unmasked Estep 
Score: -11428780.000000 Penalty: 5782.442871
	Iteration 107Q: 3 clusters Score -1.142878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 109684 members 
Entering Unmasked Estep 
Score: -11428780.000000 Penalty: 5782.442871
	Iteration 108Q: 3 clusters Score -1.142878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 109694 members 
Entering Unmasked Estep 
Score: -11428775.000000 Penalty: 5782.442871
	Iteration 109Q: 3 clusters Score -1.142878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 109703 members 
Entering Unmasked Estep 
Score: -11428785.000000 Penalty: 5782.442871
	Iteration 110Q: 3 clusters Score -1.142878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 109711 members 
Entering Unmasked Estep 
Score: -11428791.000000 Penalty: 5782.442871
	Iteration 111Q: 3 clusters Score -1.142879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 109720 members 
Entering Unmasked Estep 
Score: -11428789.000000 Penalty: 5782.442871
	Iteration 112Q: 3 clusters Score -1.142879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 109731 members 
Entering Unmasked Estep 
Score: -11428783.000000 Penalty: 5782.442871
	Iteration 113Q: 3 clusters Score -1.142878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 109739 members 
Entering Unmasked Estep 
Score: -11428783.000000 Penalty: 5782.442871
	Iteration 114Q: 3 clusters Score -1.142878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 109745 members 
Entering Unmasked Estep 
Score: -11428791.000000 Penalty: 5782.442871
	Iteration 115Q: 3 clusters Score -1.142879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 109749 members 
Entering Unmasked Estep 
Score: -11428788.000000 Penalty: 5782.442871
	Iteration 116Q: 3 clusters Score -1.142879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 109756 members 
Entering Unmasked Estep 
Score: -11428792.000000 Penalty: 5782.442871
	Iteration 117Q: 3 clusters Score -1.142879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 109761 members 
Entering Unmasked Estep 
Score: -11428786.000000 Penalty: 5782.442871
	Iteration 118Q: 3 clusters Score -1.142879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 109769 members 
Entering Unmasked Estep 
Score: -11428783.000000 Penalty: 5782.442871
	Iteration 119Q: 3 clusters Score -1.142878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 109774 members 
Entering Unmasked Estep 
Score: -11428782.000000 Penalty: 5782.442871
	Iteration 120F: 3 clusters Score -1.142878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 109777 members 
Entering Unmasked Estep 
Score: -11428776.000000 Penalty: 5782.442871
	Iteration 121Q: 3 clusters Score -1.142878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 109781 members 
Entering Unmasked Estep 
Score: -11428776.000000 Penalty: 5782.442871
	Iteration 122Q: 3 clusters Score -1.142878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 109784 members 
Entering Unmasked Estep 
Score: -11428781.000000 Penalty: 5782.442871
	Iteration 123Q: 3 clusters Score -1.142878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 109786 members 
Entering Unmasked Estep 
Score: -11428774.000000 Penalty: 5782.442871
	Iteration 124Q: 3 clusters Score -1.142877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 109793 members 
Entering Unmasked Estep 
Score: -11428774.000000 Penalty: 5782.442871
	Iteration 125Q: 3 clusters Score -1.142877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 109804 members 
Entering Unmasked Estep 
Score: -11428772.000000 Penalty: 5782.442871
	Iteration 126Q: 3 clusters Score -1.142877e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 109820 members 
Entering Unmasked Estep 
Score: -11428762.000000 Penalty: 5782.442871
	Iteration 127Q: 3 clusters Score -1.142876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 109833 members 
Entering Unmasked Estep 
Score: -11428767.000000 Penalty: 5782.442871
	Iteration 128Q: 3 clusters Score -1.142877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 109843 members 
Entering Unmasked Estep 
Score: -11428775.000000 Penalty: 5782.442871
	Iteration 129Q: 3 clusters Score -1.142878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 109850 members 
Entering Unmasked Estep 
Score: -11428774.000000 Penalty: 5782.442871
	Iteration 130Q: 3 clusters Score -1.142877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 109859 members 
Entering Unmasked Estep 
Score: -11428775.000000 Penalty: 5782.442871
	Iteration 131Q: 3 clusters Score -1.142878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 109864 members 
Entering Unmasked Estep 
Score: -11428781.000000 Penalty: 5782.442871
	Iteration 132Q: 3 clusters Score -1.142878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 109867 members 
Entering Unmasked Estep 
Score: -11428772.000000 Penalty: 5782.442871
	Iteration 133Q: 3 clusters Score -1.142877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 109871 members 
Entering Unmasked Estep 
Score: -11428765.000000 Penalty: 5782.442871
	Iteration 134Q: 3 clusters Score -1.142876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 109873 members 
Entering Unmasked Estep 
Score: -11428776.000000 Penalty: 5782.442871
	Iteration 135Q: 3 clusters Score -1.142878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 109876 members 
Entering Unmasked Estep 
Score: -11428778.000000 Penalty: 5782.442871
	Iteration 136Q: 3 clusters Score -1.142878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 109879 members 
Entering Unmasked Estep 
Score: -11428754.000000 Penalty: 5782.442871
	Iteration 137Q: 3 clusters Score -1.142875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 109882 members 
Entering Unmasked Estep 
Score: -11428774.000000 Penalty: 5782.442871
	Iteration 138Q: 3 clusters Score -1.142877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 109893 members 
Entering Unmasked Estep 
Score: -11428768.000000 Penalty: 5782.442871
	Iteration 139Q: 3 clusters Score -1.142877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 109903 members 
Entering Unmasked Estep 
Score: -11428768.000000 Penalty: 5782.442871
	Iteration 140F: 3 clusters Score -1.142877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 109908 members 
Entering Unmasked Estep 
Score: -11428759.000000 Penalty: 5782.442871
	Iteration 141Q: 3 clusters Score -1.142876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 109913 members 
Entering Unmasked Estep 
Score: -11428765.000000 Penalty: 5782.442871
	Iteration 142Q: 3 clusters Score -1.142876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 109917 members 
Entering Unmasked Estep 
Score: -11428768.000000 Penalty: 5782.442871
	Iteration 143Q: 3 clusters Score -1.142877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 109919 members 
Entering Unmasked Estep 
Score: -11428771.000000 Penalty: 5782.442871
	Iteration 144Q: 3 clusters Score -1.142877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 109919 members 
Entering Unmasked Estep 
Score: -11428771.000000 Penalty: 5782.442871
	Iteration 145F: 3 clusters Score -1.142877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Entering Unmasked Estep 
Score: -3973843.500000 Penalty: 2640.661133
	Iteration 0F: 2 clusters Score -3973844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -3945410.750000 Penalty: 5281.322266
	Iteration 0F: 3 clusters Score -3945411 nChanged 19356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -3956186.000000 Penalty: 5281.322266
	Iteration 1F: 3 clusters Score -3956186 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -3957319.250000 Penalty: 5281.322266
	Iteration 2F: 3 clusters Score -3957319 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -3958969.250000 Penalty: 5281.322266
	Iteration 3F: 3 clusters Score -3958969 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3961007.750000 Penalty: 5281.322266
	Iteration 4F: 3 clusters Score -3961008 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -3963847.750000 Penalty: 5281.322266
	Iteration 5F: 3 clusters Score -3963848 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -3967703.250000 Penalty: 5281.322266
	Iteration 6F: 3 clusters Score -3967703 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -3971314.000000 Penalty: 5281.322266
	Iteration 7F: 3 clusters Score -3971314 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -3973651.750000 Penalty: 5281.322266
	Iteration 8F: 3 clusters Score -3973652 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3974895.500000 Penalty: 5281.322266
	Iteration 9Q: 3 clusters Score -3974896 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -3975547.000000 Penalty: 5281.322266
	Iteration 10Q: 3 clusters Score -3975547 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -3975947.000000 Penalty: 5281.322266
	Iteration 11Q: 3 clusters Score -3975947 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -3976199.750000 Penalty: 5281.322266
	Iteration 12Q: 3 clusters Score -3976200 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -3976347.500000 Penalty: 5281.322266
	Iteration 13Q: 3 clusters Score -3976348 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3976440.250000 Penalty: 5281.322266
	Iteration 14Q: 3 clusters Score -3976440 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3976505.000000 Penalty: 5281.322266
	Iteration 15Q: 3 clusters Score -3976505 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3976541.500000 Penalty: 5281.322266
	Iteration 16Q: 3 clusters Score -3976542 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -3976589.500000 Penalty: 5281.322266
	Iteration 17Q: 3 clusters Score -3976590 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3976592.750000 Penalty: 5281.322266
	Iteration 18Q: 3 clusters Score -3976593 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3976603.250000 Penalty: 5281.322266
	Iteration 19Q: 3 clusters Score -3976603 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3976631.750000 Penalty: 5281.322266
	Iteration 20F: 3 clusters Score -3976632 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3976656.250000 Penalty: 5281.322266
	Iteration 21Q: 3 clusters Score -3976656 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3976672.500000 Penalty: 5281.322266
	Iteration 22Q: 3 clusters Score -3976672 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3976694.000000 Penalty: 5281.322266
	Iteration 23Q: 3 clusters Score -3976694 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3976721.500000 Penalty: 5281.322266
	Iteration 24Q: 3 clusters Score -3976722 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -3976745.000000 Penalty: 5281.322266
	Iteration 25Q: 3 clusters Score -3976745 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3976766.250000 Penalty: 5281.322266
	Iteration 26Q: 3 clusters Score -3976766 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3976791.000000 Penalty: 5281.322266
	Iteration 27Q: 3 clusters Score -3976791 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3976828.250000 Penalty: 5281.322266
	Iteration 28Q: 3 clusters Score -3976828 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3976893.000000 Penalty: 5281.322266
	Iteration 29Q: 3 clusters Score -3976893 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3976943.500000 Penalty: 5281.322266
	Iteration 30Q: 3 clusters Score -3976944 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3977009.750000 Penalty: 5281.322266
	Iteration 31Q: 3 clusters Score -3977010 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3977115.250000 Penalty: 5281.322266
	Iteration 32Q: 3 clusters Score -3977115 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -3977254.000000 Penalty: 5281.322266
	Iteration 33Q: 3 clusters Score -3977254 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3977411.750000 Penalty: 5281.322266
	Iteration 34Q: 3 clusters Score -3977412 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3977566.000000 Penalty: 5281.322266
	Iteration 35Q: 3 clusters Score -3977566 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -3977666.750000 Penalty: 5281.322266
	Iteration 36Q: 3 clusters Score -3977667 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -3977733.750000 Penalty: 5281.322266
	Iteration 37Q: 3 clusters Score -3977734 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3977775.500000 Penalty: 5281.322266
	Iteration 38Q: 3 clusters Score -3977776 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3977809.000000 Penalty: 5281.322266
	Iteration 39Q: 3 clusters Score -3977809 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3977821.500000 Penalty: 5281.322266
	Iteration 40F: 3 clusters Score -3977822 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -3977838.500000 Penalty: 5281.322266
	Iteration 41Q: 3 clusters Score -3977838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3977841.750000 Penalty: 5281.322266
	Iteration 42Q: 3 clusters Score -3977842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -3977846.500000 Penalty: 5281.322266
	Iteration 43Q: 3 clusters Score -3977846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3977845.250000 Penalty: 5281.322266
	Iteration 44Q: 3 clusters Score -3977845 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -3977857.000000 Penalty: 5281.322266
	Iteration 45Q: 3 clusters Score -3977857 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3977868.500000 Penalty: 5281.322266
	Iteration 46Q: 3 clusters Score -3977868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -3977868.000000 Penalty: 5281.322266
	Iteration 47Q: 3 clusters Score -3977868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3977880.250000 Penalty: 5281.322266
	Iteration 48Q: 3 clusters Score -3977880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3977882.250000 Penalty: 5281.322266
	Iteration 49Q: 3 clusters Score -3977882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -3977895.500000 Penalty: 5281.322266
	Iteration 50Q: 3 clusters Score -3977896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -3977895.750000 Penalty: 5281.322266
	Iteration 51Q: 3 clusters Score -3977896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3977900.000000 Penalty: 5281.322266
	Iteration 52Q: 3 clusters Score -3977900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -3977902.250000 Penalty: 5281.322266
	Iteration 53Q: 3 clusters Score -3977902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3977898.250000 Penalty: 5281.322266
	Iteration 54Q: 3 clusters Score -3977898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3977894.000000 Penalty: 5281.322266
	Iteration 55Q: 3 clusters Score -3977894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3977897.500000 Penalty: 5281.322266
	Iteration 56Q: 3 clusters Score -3977898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -3977900.250000 Penalty: 5281.322266
	Iteration 57Q: 3 clusters Score -3977900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -3977895.500000 Penalty: 5281.322266
	Iteration 58Q: 3 clusters Score -3977896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3977890.750000 Penalty: 5281.322266
	Iteration 59Q: 3 clusters Score -3977891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3977897.750000 Penalty: 5281.322266
	Iteration 60F: 3 clusters Score -3977898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3977899.500000 Penalty: 5281.322266
	Iteration 61Q: 3 clusters Score -3977900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -3977896.750000 Penalty: 5281.322266
	Iteration 62Q: 3 clusters Score -3977897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -3977894.500000 Penalty: 5281.322266
	Iteration 63Q: 3 clusters Score -3977894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3977892.250000 Penalty: 5281.322266
	Iteration 64Q: 3 clusters Score -3977892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3977896.250000 Penalty: 5281.322266
	Iteration 65Q: 3 clusters Score -3977896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3977896.250000 Penalty: 5281.322266
	Iteration 66F: 3 clusters Score -3977896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 9122 members 
Mstep: Class 3 contains 32139 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 10472 members 
Mstep: Class 6 contains 146056 members 
Mstep: Class 7 contains 65805 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 27323 members 
Mstep: Class 10 contains 1364 members 
Mstep: Class 11 contains 6875 members 
Mstep: Class 12 contains 29854 members 
Mstep: Class 13 contains 115630 members 
Mstep: Class 14 contains 30378 members 
Mstep: Class 15 contains 227718 members 
Mstep: Class 16 contains 311308 members 
Mstep: Class 17 contains 8779 members 
Mstep: Class 18 contains 114805 members 
Mstep: Class 19 contains 100214 members 
Mstep: Class 20 contains 9054 members 
Mstep: Class 21 contains 234378 members 
Mstep: Class 22 contains 31854 members 
Mstep: Class 23 contains 52910 members 
Mstep: Class 24 contains 25008 members 
Mstep: Class 25 contains 17521 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 8164 members 
Mstep: Class 28 contains 13684 members 
Mstep: Class 29 contains 11723 members 
Entering Unmasked Estep 
Score: -157556048.000000 Penalty: 103058.085938
Splitting cluster 14 changes total score from -157543648.000000 to -157556048.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (227718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227718 members 
Entering Unmasked Estep 
Score: -22231744.000000 Penalty: 3059.293945
	Iteration 0F: 2 clusters Score -2.223174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113816 members 
Mstep: Class 2 contains 113902 members 
Entering Unmasked Estep 
Score: -22082788.000000 Penalty: 6118.587891
	Iteration 0F: 3 clusters Score -2.208279e+07 nChanged 109368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113246 members 
Mstep: Class 2 contains 114472 members 
Entering Unmasked Estep 
Score: -22146032.000000 Penalty: 6118.587891
	Iteration 1F: 3 clusters Score -2.214603e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112880 members 
Mstep: Class 2 contains 114838 members 
Entering Unmasked Estep 
Score: -22146794.000000 Penalty: 6118.587891
	Iteration 2Q: 3 clusters Score -2.214679e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112322 members 
Mstep: Class 2 contains 115396 members 
Entering Unmasked Estep 
Score: -22148000.000000 Penalty: 6118.587891
	Iteration 3Q: 3 clusters Score -2.2148e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111569 members 
Mstep: Class 2 contains 116149 members 
Entering Unmasked Estep 
Score: -22149444.000000 Penalty: 6118.587891
	Iteration 4Q: 3 clusters Score -2.214944e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110631 members 
Mstep: Class 2 contains 117087 members 
Entering Unmasked Estep 
Score: -22150864.000000 Penalty: 6118.587891
	Iteration 5Q: 3 clusters Score -2.215086e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109504 members 
Mstep: Class 2 contains 118214 members 
Entering Unmasked Estep 
Score: -22152992.000000 Penalty: 6118.587891
	Iteration 6Q: 3 clusters Score -2.215299e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108076 members 
Mstep: Class 2 contains 119642 members 
Entering Unmasked Estep 
Score: -22156490.000000 Penalty: 6118.587891
	Iteration 7Q: 3 clusters Score -2.215649e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106206 members 
Mstep: Class 2 contains 121512 members 
Entering Unmasked Estep 
Score: -22160798.000000 Penalty: 6118.587891
	Iteration 8Q: 3 clusters Score -2.21608e+07 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104075 members 
Mstep: Class 2 contains 123643 members 
Entering Unmasked Estep 
Score: -22166248.000000 Penalty: 6118.587891
	Iteration 9Q: 3 clusters Score -2.216625e+07 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101464 members 
Mstep: Class 2 contains 126254 members 
Entering Unmasked Estep 
Score: -22171716.000000 Penalty: 6118.587891
	Iteration 10F: 3 clusters Score -2.217172e+07 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98029 members 
Mstep: Class 2 contains 129689 members 
Entering Unmasked Estep 
Score: -22176806.000000 Penalty: 6118.587891
	Iteration 11Q: 3 clusters Score -2.217681e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93639 members 
Mstep: Class 2 contains 134079 members 
Entering Unmasked Estep 
Score: -22181312.000000 Penalty: 6118.587891
	Iteration 12Q: 3 clusters Score -2.218131e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88276 members 
Mstep: Class 2 contains 139442 members 
Entering Unmasked Estep 
Score: -22184868.000000 Penalty: 6118.587891
	Iteration 13Q: 3 clusters Score -2.218487e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81689 members 
Mstep: Class 2 contains 146029 members 
Entering Unmasked Estep 
Score: -22188422.000000 Penalty: 6118.587891
	Iteration 14Q: 3 clusters Score -2.218842e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74004 members 
Mstep: Class 2 contains 153714 members 
Entering Unmasked Estep 
Score: -22192296.000000 Penalty: 6118.587891
	Iteration 15Q: 3 clusters Score -2.21923e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 162485 members 
Entering Unmasked Estep 
Score: -22196842.000000 Penalty: 6118.587891
	Iteration 16Q: 3 clusters Score -2.219684e+07 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 172256 members 
Entering Unmasked Estep 
Score: -22202056.000000 Penalty: 6118.587891
	Iteration 17Q: 3 clusters Score -2.220206e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 182434 members 
Entering Unmasked Estep 
Score: -22207430.000000 Penalty: 6118.587891
	Iteration 18Q: 3 clusters Score -2.220743e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 192407 members 
Entering Unmasked Estep 
Score: -22212772.000000 Penalty: 6118.587891
	Iteration 19Q: 3 clusters Score -2.221277e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 201272 members 
Entering Unmasked Estep 
Score: -22217400.000000 Penalty: 6118.587891
	Iteration 20F: 3 clusters Score -2.22174e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 208564 members 
Entering Unmasked Estep 
Score: -22221030.000000 Penalty: 6118.587891
	Iteration 21Q: 3 clusters Score -2.222103e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 214107 members 
Entering Unmasked Estep 
Score: -22223608.000000 Penalty: 6118.587891
	Iteration 22Q: 3 clusters Score -2.222361e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 218094 members 
Entering Unmasked Estep 
Score: -22225490.000000 Penalty: 6118.587891
	Iteration 23Q: 3 clusters Score -2.222549e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 220829 members 
Entering Unmasked Estep 
Score: -22226658.000000 Penalty: 6118.587891
	Iteration 24Q: 3 clusters Score -2.222666e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 222745 members 
Entering Unmasked Estep 
Score: -22227506.000000 Penalty: 6118.587891
	Iteration 25Q: 3 clusters Score -2.222751e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 223956 members 
Entering Unmasked Estep 
Score: -22227988.000000 Penalty: 6118.587891
	Iteration 26Q: 3 clusters Score -2.222799e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 224742 members 
Entering Unmasked Estep 
Score: -22228332.000000 Penalty: 6118.587891
	Iteration 27Q: 3 clusters Score -2.222833e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 225282 members 
Entering Unmasked Estep 
Score: -22228586.000000 Penalty: 6118.587891
	Iteration 28Q: 3 clusters Score -2.222859e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 225616 members 
Entering Unmasked Estep 
Score: -22228742.000000 Penalty: 6118.587891
	Iteration 29Q: 3 clusters Score -2.222874e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 225851 members 
Entering Unmasked Estep 
Score: -22228914.000000 Penalty: 6118.587891
	Iteration 30Q: 3 clusters Score -2.222891e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 226011 members 
Entering Unmasked Estep 
Score: -22228952.000000 Penalty: 6118.587891
	Iteration 31Q: 3 clusters Score -2.222895e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 226131 members 
Entering Unmasked Estep 
Score: -22228988.000000 Penalty: 6118.587891
	Iteration 32Q: 3 clusters Score -2.222899e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 226219 members 
Entering Unmasked Estep 
Score: -22229012.000000 Penalty: 6118.587891
	Iteration 33Q: 3 clusters Score -2.222901e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 226292 members 
Entering Unmasked Estep 
Score: -22229062.000000 Penalty: 6118.587891
	Iteration 34Q: 3 clusters Score -2.222906e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 226353 members 
Entering Unmasked Estep 
Score: -22229100.000000 Penalty: 6118.587891
	Iteration 35Q: 3 clusters Score -2.22291e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 226398 members 
Entering Unmasked Estep 
Score: -22229146.000000 Penalty: 6118.587891
	Iteration 36Q: 3 clusters Score -2.222915e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 226433 members 
Entering Unmasked Estep 
Score: -22229164.000000 Penalty: 6118.587891
	Iteration 37Q: 3 clusters Score -2.222916e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 226464 members 
Entering Unmasked Estep 
Score: -22229188.000000 Penalty: 6118.587891
	Iteration 38Q: 3 clusters Score -2.222919e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 226486 members 
Entering Unmasked Estep 
Score: -22229210.000000 Penalty: 6118.587891
	Iteration 39Q: 3 clusters Score -2.222921e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 226499 members 
Entering Unmasked Estep 
Score: -22229244.000000 Penalty: 6118.587891
	Iteration 40F: 3 clusters Score -2.222924e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 226525 members 
Entering Unmasked Estep 
Score: -22229228.000000 Penalty: 6118.587891
	Iteration 41Q: 3 clusters Score -2.222923e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 226537 members 
Entering Unmasked Estep 
Score: -22229226.000000 Penalty: 6118.587891
	Iteration 42Q: 3 clusters Score -2.222923e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 226543 members 
Entering Unmasked Estep 
Score: -22229220.000000 Penalty: 6118.587891
	Iteration 43Q: 3 clusters Score -2.222922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 226547 members 
Entering Unmasked Estep 
Score: -22229206.000000 Penalty: 6118.587891
	Iteration 44Q: 3 clusters Score -2.222921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 226554 members 
Entering Unmasked Estep 
Score: -22229214.000000 Penalty: 6118.587891
	Iteration 45Q: 3 clusters Score -2.222921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 226559 members 
Entering Unmasked Estep 
Score: -22229230.000000 Penalty: 6118.587891
	Iteration 46Q: 3 clusters Score -2.222923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 226565 members 
Entering Unmasked Estep 
Score: -22229226.000000 Penalty: 6118.587891
	Iteration 47Q: 3 clusters Score -2.222923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 226567 members 
Entering Unmasked Estep 
Score: -22229234.000000 Penalty: 6118.587891
	Iteration 48Q: 3 clusters Score -2.222923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 226574 members 
Entering Unmasked Estep 
Score: -22229236.000000 Penalty: 6118.587891
	Iteration 49Q: 3 clusters Score -2.222924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 226576 members 
Entering Unmasked Estep 
Score: -22229238.000000 Penalty: 6118.587891
	Iteration 50Q: 3 clusters Score -2.222924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 226578 members 
Entering Unmasked Estep 
Score: -22229236.000000 Penalty: 6118.587891
	Iteration 51Q: 3 clusters Score -2.222924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 226585 members 
Entering Unmasked Estep 
Score: -22229246.000000 Penalty: 6118.587891
	Iteration 52Q: 3 clusters Score -2.222925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 226587 members 
Entering Unmasked Estep 
Score: -22229252.000000 Penalty: 6118.587891
	Iteration 53Q: 3 clusters Score -2.222925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 226593 members 
Entering Unmasked Estep 
Score: -22229238.000000 Penalty: 6118.587891
	Iteration 54Q: 3 clusters Score -2.222924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 226604 members 
Entering Unmasked Estep 
Score: -22229242.000000 Penalty: 6118.587891
	Iteration 55Q: 3 clusters Score -2.222924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 226606 members 
Entering Unmasked Estep 
Score: -22229260.000000 Penalty: 6118.587891
	Iteration 56Q: 3 clusters Score -2.222926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 226607 members 
Entering Unmasked Estep 
Score: -22229260.000000 Penalty: 6118.587891
	Iteration 57Q: 3 clusters Score -2.222926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 226607 members 
Entering Unmasked Estep 
Score: -22229248.000000 Penalty: 6118.587891
	Iteration 58Q: 3 clusters Score -2.222925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 226609 members 
Entering Unmasked Estep 
Score: -22229268.000000 Penalty: 6118.587891
	Iteration 59Q: 3 clusters Score -2.222927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 226611 members 
Entering Unmasked Estep 
Score: -22229254.000000 Penalty: 6118.587891
	Iteration 60F: 3 clusters Score -2.222925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 226611 members 
Entering Unmasked Estep 
Score: -22229248.000000 Penalty: 6118.587891
	Iteration 61Q: 3 clusters Score -2.222925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 226611 members 
Entering Unmasked Estep 
Score: -22229248.000000 Penalty: 6118.587891
	Iteration 62F: 3 clusters Score -2.222925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (311308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311308 members 
Entering Unmasked Estep 
Score: -30468732.000000 Penalty: 3136.837402
	Iteration 0F: 2 clusters Score -3.046873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155546 members 
Mstep: Class 2 contains 155762 members 
Entering Unmasked Estep 
Score: -30271266.000000 Penalty: 6273.674805
	Iteration 0F: 3 clusters Score -3.027127e+07 nChanged 150551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155379 members 
Mstep: Class 2 contains 155929 members 
Entering Unmasked Estep 
Score: -30359154.000000 Penalty: 6273.674805
	Iteration 1F: 3 clusters Score -3.035915e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155812 members 
Mstep: Class 2 contains 155496 members 
Entering Unmasked Estep 
Score: -30360430.000000 Penalty: 6273.674805
	Iteration 2Q: 3 clusters Score -3.036043e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156563 members 
Mstep: Class 2 contains 154745 members 
Entering Unmasked Estep 
Score: -30362074.000000 Penalty: 6273.674805
	Iteration 3Q: 3 clusters Score -3.036207e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157877 members 
Mstep: Class 2 contains 153431 members 
Entering Unmasked Estep 
Score: -30364008.000000 Penalty: 6273.674805
	Iteration 4Q: 3 clusters Score -3.036401e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160295 members 
Mstep: Class 2 contains 151013 members 
Entering Unmasked Estep 
Score: -30366676.000000 Penalty: 6273.674805
	Iteration 5Q: 3 clusters Score -3.036668e+07 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163977 members 
Mstep: Class 2 contains 147331 members 
Entering Unmasked Estep 
Score: -30370948.000000 Penalty: 6273.674805
	Iteration 6Q: 3 clusters Score -3.037095e+07 nChanged 14911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169252 members 
Mstep: Class 2 contains 142056 members 
Entering Unmasked Estep 
Score: -30377502.000000 Penalty: 6273.674805
	Iteration 7Q: 3 clusters Score -3.03775e+07 nChanged 17735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176215 members 
Mstep: Class 2 contains 135093 members 
Entering Unmasked Estep 
Score: -30386390.000000 Penalty: 6273.674805
	Iteration 8F: 3 clusters Score -3.038639e+07 nChanged 19090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184677 members 
Mstep: Class 2 contains 126631 members 
Entering Unmasked Estep 
Score: -30395530.000000 Penalty: 6273.674805
	Iteration 9F: 3 clusters Score -3.039553e+07 nChanged 18721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193750 members 
Mstep: Class 2 contains 117558 members 
Entering Unmasked Estep 
Score: -30404040.000000 Penalty: 6273.674805
	Iteration 10F: 3 clusters Score -3.040404e+07 nChanged 16509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202807 members 
Mstep: Class 2 contains 108501 members 
Entering Unmasked Estep 
Score: -30410334.000000 Penalty: 6273.674805
	Iteration 11F: 3 clusters Score -3.041033e+07 nChanged 13521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211568 members 
Mstep: Class 2 contains 99740 members 
Entering Unmasked Estep 
Score: -30414802.000000 Penalty: 6273.674805
	Iteration 12Q: 3 clusters Score -3.04148e+07 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220387 members 
Mstep: Class 2 contains 90921 members 
Entering Unmasked Estep 
Score: -30417842.000000 Penalty: 6273.674805
	Iteration 13Q: 3 clusters Score -3.041784e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229334 members 
Mstep: Class 2 contains 81974 members 
Entering Unmasked Estep 
Score: -30420748.000000 Penalty: 6273.674805
	Iteration 14Q: 3 clusters Score -3.042075e+07 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238761 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -30423618.000000 Penalty: 6273.674805
	Iteration 15Q: 3 clusters Score -3.042362e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248862 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
Score: -30427248.000000 Penalty: 6273.674805
	Iteration 16Q: 3 clusters Score -3.042725e+07 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259487 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -30431868.000000 Penalty: 6273.674805
	Iteration 17Q: 3 clusters Score -3.043187e+07 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270412 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -30438050.000000 Penalty: 6273.674805
	Iteration 18Q: 3 clusters Score -3.043805e+07 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281117 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -30444830.000000 Penalty: 6273.674805
	Iteration 19Q: 3 clusters Score -3.044483e+07 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290669 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -30451950.000000 Penalty: 6273.674805
	Iteration 20F: 3 clusters Score -3.045195e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298236 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -30457634.000000 Penalty: 6273.674805
	Iteration 21Q: 3 clusters Score -3.045763e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303392 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -30461758.000000 Penalty: 6273.674805
	Iteration 22Q: 3 clusters Score -3.046176e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306499 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -30463924.000000 Penalty: 6273.674805
	Iteration 23Q: 3 clusters Score -3.046392e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308166 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -30465218.000000 Penalty: 6273.674805
	Iteration 24Q: 3 clusters Score -3.046522e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309018 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -30465840.000000 Penalty: 6273.674805
	Iteration 25Q: 3 clusters Score -3.046584e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309481 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -30466170.000000 Penalty: 6273.674805
	Iteration 26Q: 3 clusters Score -3.046617e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309762 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -30466288.000000 Penalty: 6273.674805
	Iteration 27Q: 3 clusters Score -3.046629e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309920 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -30466398.000000 Penalty: 6273.674805
	Iteration 28Q: 3 clusters Score -3.04664e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310021 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -30466470.000000 Penalty: 6273.674805
	Iteration 29Q: 3 clusters Score -3.046647e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310087 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -30466554.000000 Penalty: 6273.674805
	Iteration 30Q: 3 clusters Score -3.046655e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310116 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -30466634.000000 Penalty: 6273.674805
	Iteration 31Q: 3 clusters Score -3.046663e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310145 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -30466618.000000 Penalty: 6273.674805
	Iteration 32Q: 3 clusters Score -3.046662e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310166 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -30466626.000000 Penalty: 6273.674805
	Iteration 33Q: 3 clusters Score -3.046663e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310188 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -30466644.000000 Penalty: 6273.674805
	Iteration 34Q: 3 clusters Score -3.046664e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310204 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -30466640.000000 Penalty: 6273.674805
	Iteration 35Q: 3 clusters Score -3.046664e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310219 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -30466634.000000 Penalty: 6273.674805
	Iteration 36Q: 3 clusters Score -3.046663e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310231 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -30466648.000000 Penalty: 6273.674805
	Iteration 37Q: 3 clusters Score -3.046665e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310247 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -30466656.000000 Penalty: 6273.674805
	Iteration 38Q: 3 clusters Score -3.046666e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310257 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -30466658.000000 Penalty: 6273.674805
	Iteration 39Q: 3 clusters Score -3.046666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310262 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -30466670.000000 Penalty: 6273.674805
	Iteration 40F: 3 clusters Score -3.046667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310264 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -30466674.000000 Penalty: 6273.674805
	Iteration 41Q: 3 clusters Score -3.046667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310264 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -30466676.000000 Penalty: 6273.674805
	Iteration 42Q: 3 clusters Score -3.046668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310264 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -30466676.000000 Penalty: 6273.674805
	Iteration 43F: 3 clusters Score -3.046668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Entering Unmasked Estep 
Score: -860046.437500 Penalty: 2251.869385
	Iteration 0F: 2 clusters Score -860046.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -853080.312500 Penalty: 4503.738770
	Iteration 0F: 3 clusters Score -853080.3 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -854991.625000 Penalty: 4503.738770
	Iteration 1F: 3 clusters Score -854991.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -855293.812500 Penalty: 4503.738770
	Iteration 2F: 3 clusters Score -855293.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -855522.125000 Penalty: 4503.738770
	Iteration 3F: 3 clusters Score -855522.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -855713.437500 Penalty: 4503.738770
	Iteration 4Q: 3 clusters Score -855713.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -855862.750000 Penalty: 4503.738770
	Iteration 5Q: 3 clusters Score -855862.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -856009.437500 Penalty: 4503.738770
	Iteration 6Q: 3 clusters Score -856009.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -856135.875000 Penalty: 4503.738770
	Iteration 7Q: 3 clusters Score -856135.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -856261.125000 Penalty: 4503.738770
	Iteration 8Q: 3 clusters Score -856261.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -856389.937500 Penalty: 4503.738770
	Iteration 9Q: 3 clusters Score -856389.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -856526.250000 Penalty: 4503.738770
	Iteration 10Q: 3 clusters Score -856526.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -856667.437500 Penalty: 4503.738770
	Iteration 11Q: 3 clusters Score -856667.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -856845.750000 Penalty: 4503.738770
	Iteration 12Q: 3 clusters Score -856845.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -857097.812500 Penalty: 4503.738770
	Iteration 13Q: 3 clusters Score -857097.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -857454.562500 Penalty: 4503.738770
	Iteration 14Q: 3 clusters Score -857454.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -857806.500000 Penalty: 4503.738770
	Iteration 15Q: 3 clusters Score -857806.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -858060.187500 Penalty: 4503.738770
	Iteration 16Q: 3 clusters Score -858060.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -858257.500000 Penalty: 4503.738770
	Iteration 17Q: 3 clusters Score -858257.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -858439.937500 Penalty: 4503.738770
	Iteration 18Q: 3 clusters Score -858439.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -858619.062500 Penalty: 4503.738770
	Iteration 19Q: 3 clusters Score -858619.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -858803.875000 Penalty: 4503.738770
	Iteration 20F: 3 clusters Score -858803.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -858958.000000 Penalty: 4503.738770
	Iteration 21Q: 3 clusters Score -858958 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -859132.875000 Penalty: 4503.738770
	Iteration 22Q: 3 clusters Score -859132.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -859342.312500 Penalty: 4503.738770
	Iteration 23Q: 3 clusters Score -859342.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -859622.562500 Penalty: 4503.738770
	Iteration 24Q: 3 clusters Score -859622.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -859902.562500 Penalty: 4503.738770
	Iteration 25Q: 3 clusters Score -859902.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -860122.875000 Penalty: 4503.738770
	Iteration 26Q: 3 clusters Score -860122.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -860239.687500 Penalty: 4503.738770
	Iteration 27Q: 3 clusters Score -860239.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -860297.000000 Penalty: 4503.738770
	Iteration 28Q: 3 clusters Score -860297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -860324.812500 Penalty: 4503.738770
	Iteration 29Q: 3 clusters Score -860324.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -860339.500000 Penalty: 4503.738770
	Iteration 30Q: 3 clusters Score -860339.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -860342.062500 Penalty: 4503.738770
	Iteration 31Q: 3 clusters Score -860342.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -860342.937500 Penalty: 4503.738770
	Iteration 32Q: 3 clusters Score -860342.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -860343.437500 Penalty: 4503.738770
	Iteration 33Q: 3 clusters Score -860343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -860345.437500 Penalty: 4503.738770
	Iteration 34Q: 3 clusters Score -860345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -860345.250000 Penalty: 4503.738770
	Iteration 35Q: 3 clusters Score -860345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -860345.250000 Penalty: 4503.738770
	Iteration 36F: 3 clusters Score -860345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 9122 members 
Mstep: Class 3 contains 32139 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 10472 members 
Mstep: Class 6 contains 146056 members 
Mstep: Class 7 contains 65805 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 27323 members 
Mstep: Class 10 contains 1364 members 
Mstep: Class 11 contains 6875 members 
Mstep: Class 12 contains 29854 members 
Mstep: Class 13 contains 115630 members 
Mstep: Class 14 contains 30378 members 
Mstep: Class 15 contains 227718 members 
Mstep: Class 16 contains 311308 members 
Mstep: Class 17 contains 5447 members 
Mstep: Class 18 contains 114805 members 
Mstep: Class 19 contains 100214 members 
Mstep: Class 20 contains 9054 members 
Mstep: Class 21 contains 234378 members 
Mstep: Class 22 contains 31854 members 
Mstep: Class 23 contains 52910 members 
Mstep: Class 24 contains 25008 members 
Mstep: Class 25 contains 17521 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 8164 members 
Mstep: Class 28 contains 13684 members 
Mstep: Class 29 contains 11723 members 
Mstep: Class 30 contains 3332 members 
Entering Unmasked Estep 
Score: -157554528.000000 Penalty: 106611.812500
Splitting cluster 17 changes total score from -157543648.000000 to -157554528.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (114805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114805 members 
Entering Unmasked Estep 
Score: -11390399.000000 Penalty: 2889.445557
	Iteration 0F: 2 clusters Score -1.13904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -11313272.000000 Penalty: 5778.891113
	Iteration 0F: 3 clusters Score -1.131327e+07 nChanged 54751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -11344995.000000 Penalty: 5778.891113
	Iteration 1F: 3 clusters Score -1.1345e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -11346720.000000 Penalty: 5778.891113
	Iteration 2Q: 3 clusters Score -1.134672e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -11349173.000000 Penalty: 5778.891113
	Iteration 3Q: 3 clusters Score -1.134917e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -11352686.000000 Penalty: 5778.891113
	Iteration 4Q: 3 clusters Score -1.135269e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -11357222.000000 Penalty: 5778.891113
	Iteration 5F: 3 clusters Score -1.135722e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -11362095.000000 Penalty: 5778.891113
	Iteration 6F: 3 clusters Score -1.13621e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75360 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -11366791.000000 Penalty: 5778.891113
	Iteration 7F: 3 clusters Score -1.136679e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78095 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -11370935.000000 Penalty: 5778.891113
	Iteration 8F: 3 clusters Score -1.137094e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80143 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -11374163.000000 Penalty: 5778.891113
	Iteration 9Q: 3 clusters Score -1.137416e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -11376150.000000 Penalty: 5778.891113
	Iteration 10Q: 3 clusters Score -1.137615e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -11377411.000000 Penalty: 5778.891113
	Iteration 11Q: 3 clusters Score -1.137741e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83957 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -11378197.000000 Penalty: 5778.891113
	Iteration 12Q: 3 clusters Score -1.13782e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85026 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -11378645.000000 Penalty: 5778.891113
	Iteration 13Q: 3 clusters Score -1.137864e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -11379067.000000 Penalty: 5778.891113
	Iteration 14Q: 3 clusters Score -1.137907e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87199 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -11379425.000000 Penalty: 5778.891113
	Iteration 15Q: 3 clusters Score -1.137942e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88255 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -11379808.000000 Penalty: 5778.891113
	Iteration 16Q: 3 clusters Score -1.137981e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89332 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -11380087.000000 Penalty: 5778.891113
	Iteration 17Q: 3 clusters Score -1.138009e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90404 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -11380391.000000 Penalty: 5778.891113
	Iteration 18Q: 3 clusters Score -1.138039e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91479 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -11380681.000000 Penalty: 5778.891113
	Iteration 19Q: 3 clusters Score -1.138068e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92551 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -11380913.000000 Penalty: 5778.891113
	Iteration 20F: 3 clusters Score -1.138091e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -11381231.000000 Penalty: 5778.891113
	Iteration 21Q: 3 clusters Score -1.138123e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94884 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -11381574.000000 Penalty: 5778.891113
	Iteration 22Q: 3 clusters Score -1.138157e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96082 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -11381889.000000 Penalty: 5778.891113
	Iteration 23Q: 3 clusters Score -1.138189e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97345 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -11382265.000000 Penalty: 5778.891113
	Iteration 24Q: 3 clusters Score -1.138226e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98668 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -11382654.000000 Penalty: 5778.891113
	Iteration 25Q: 3 clusters Score -1.138265e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99962 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -11383026.000000 Penalty: 5778.891113
	Iteration 26Q: 3 clusters Score -1.138303e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101236 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -11383456.000000 Penalty: 5778.891113
	Iteration 27Q: 3 clusters Score -1.138346e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102483 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -11383870.000000 Penalty: 5778.891113
	Iteration 28Q: 3 clusters Score -1.138387e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103746 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -11384295.000000 Penalty: 5778.891113
	Iteration 29Q: 3 clusters Score -1.13843e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105001 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -11384753.000000 Penalty: 5778.891113
	Iteration 30Q: 3 clusters Score -1.138475e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106168 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -11385212.000000 Penalty: 5778.891113
	Iteration 31Q: 3 clusters Score -1.138521e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107228 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -11385637.000000 Penalty: 5778.891113
	Iteration 32Q: 3 clusters Score -1.138564e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108240 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -11385999.000000 Penalty: 5778.891113
	Iteration 33Q: 3 clusters Score -1.1386e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109122 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -11386343.000000 Penalty: 5778.891113
	Iteration 34Q: 3 clusters Score -1.138634e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109902 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -11386666.000000 Penalty: 5778.891113
	Iteration 35Q: 3 clusters Score -1.138667e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110576 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -11386993.000000 Penalty: 5778.891113
	Iteration 36Q: 3 clusters Score -1.138699e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111158 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -11387240.000000 Penalty: 5778.891113
	Iteration 37Q: 3 clusters Score -1.138724e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111668 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -11387457.000000 Penalty: 5778.891113
	Iteration 38Q: 3 clusters Score -1.138746e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112087 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -11387629.000000 Penalty: 5778.891113
	Iteration 39Q: 3 clusters Score -1.138763e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112408 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -11387748.000000 Penalty: 5778.891113
	Iteration 40F: 3 clusters Score -1.138775e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112676 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -11387863.000000 Penalty: 5778.891113
	Iteration 41Q: 3 clusters Score -1.138786e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112900 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -11387952.000000 Penalty: 5778.891113
	Iteration 42Q: 3 clusters Score -1.138795e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113055 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -11388010.000000 Penalty: 5778.891113
	Iteration 43Q: 3 clusters Score -1.138801e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113199 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -11388083.000000 Penalty: 5778.891113
	Iteration 44Q: 3 clusters Score -1.138808e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113309 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11388159.000000 Penalty: 5778.891113
	Iteration 45Q: 3 clusters Score -1.138816e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113417 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -11388217.000000 Penalty: 5778.891113
	Iteration 46Q: 3 clusters Score -1.138822e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113508 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -11388265.000000 Penalty: 5778.891113
	Iteration 47Q: 3 clusters Score -1.138826e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113576 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -11388307.000000 Penalty: 5778.891113
	Iteration 48Q: 3 clusters Score -1.138831e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113638 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -11388360.000000 Penalty: 5778.891113
	Iteration 49Q: 3 clusters Score -1.138836e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113691 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -11388422.000000 Penalty: 5778.891113
	Iteration 50Q: 3 clusters Score -1.138842e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113728 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -11388466.000000 Penalty: 5778.891113
	Iteration 51Q: 3 clusters Score -1.138847e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113771 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -11388494.000000 Penalty: 5778.891113
	Iteration 52Q: 3 clusters Score -1.138849e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113805 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -11388529.000000 Penalty: 5778.891113
	Iteration 53Q: 3 clusters Score -1.138853e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113853 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -11388594.000000 Penalty: 5778.891113
	Iteration 54Q: 3 clusters Score -1.138859e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113896 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -11388707.000000 Penalty: 5778.891113
	Iteration 55Q: 3 clusters Score -1.138871e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113931 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11388849.000000 Penalty: 5778.891113
	Iteration 56Q: 3 clusters Score -1.138885e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113962 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11389047.000000 Penalty: 5778.891113
	Iteration 57Q: 3 clusters Score -1.138905e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113948 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -11389245.000000 Penalty: 5778.891113
	Iteration 58Q: 3 clusters Score -1.138924e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113897 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11389322.000000 Penalty: 5778.891113
	Iteration 59Q: 3 clusters Score -1.138932e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113834 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -11389488.000000 Penalty: 5778.891113
	Iteration 60F: 3 clusters Score -1.138949e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113705 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -11389622.000000 Penalty: 5778.891113
	Iteration 61Q: 3 clusters Score -1.138962e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113562 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -11389774.000000 Penalty: 5778.891113
	Iteration 62Q: 3 clusters Score -1.138977e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113417 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -11389872.000000 Penalty: 5778.891113
	Iteration 63Q: 3 clusters Score -1.138987e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113246 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -11389999.000000 Penalty: 5778.891113
	Iteration 64Q: 3 clusters Score -1.139e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113081 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -11390065.000000 Penalty: 5778.891113
	Iteration 65Q: 3 clusters Score -1.139006e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112954 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -11390155.000000 Penalty: 5778.891113
	Iteration 66Q: 3 clusters Score -1.139016e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112846 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -11390197.000000 Penalty: 5778.891113
	Iteration 67Q: 3 clusters Score -1.13902e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112764 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -11390213.000000 Penalty: 5778.891113
	Iteration 68Q: 3 clusters Score -1.139021e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112704 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -11390241.000000 Penalty: 5778.891113
	Iteration 69Q: 3 clusters Score -1.139024e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112665 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -11390247.000000 Penalty: 5778.891113
	Iteration 70Q: 3 clusters Score -1.139025e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112646 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -11390254.000000 Penalty: 5778.891113
	Iteration 71Q: 3 clusters Score -1.139025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112630 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -11390258.000000 Penalty: 5778.891113
	Iteration 72Q: 3 clusters Score -1.139026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112620 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -11390254.000000 Penalty: 5778.891113
	Iteration 73Q: 3 clusters Score -1.139025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112614 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -11390269.000000 Penalty: 5778.891113
	Iteration 74Q: 3 clusters Score -1.139027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112611 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -11390263.000000 Penalty: 5778.891113
	Iteration 75Q: 3 clusters Score -1.139026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112606 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -11390255.000000 Penalty: 5778.891113
	Iteration 76Q: 3 clusters Score -1.139026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112604 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -11390255.000000 Penalty: 5778.891113
	Iteration 77Q: 3 clusters Score -1.139026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112604 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -11390387.000000 Penalty: 5778.891113
	Iteration 78F: 3 clusters Score -1.139039e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112479 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -11390587.000000 Penalty: 5778.891113
	Iteration 79Q: 3 clusters Score -1.139059e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112308 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -11390867.000000 Penalty: 5778.891113
	Iteration 80F: 3 clusters Score -1.139087e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112115 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -11391066.000000 Penalty: 5778.891113
	Iteration 81Q: 3 clusters Score -1.139107e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111920 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -11391318.000000 Penalty: 5778.891113
	Iteration 82Q: 3 clusters Score -1.139132e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111671 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -11391597.000000 Penalty: 5778.891113
	Iteration 83Q: 3 clusters Score -1.13916e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111408 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -11391745.000000 Penalty: 5778.891113
	Iteration 84Q: 3 clusters Score -1.139174e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111219 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -11391821.000000 Penalty: 5778.891113
	Iteration 85Q: 3 clusters Score -1.139182e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111093 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -11391878.000000 Penalty: 5778.891113
	Iteration 86Q: 3 clusters Score -1.139188e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111001 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -11391890.000000 Penalty: 5778.891113
	Iteration 87Q: 3 clusters Score -1.139189e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110938 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -11391911.000000 Penalty: 5778.891113
	Iteration 88Q: 3 clusters Score -1.139191e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110907 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -11391905.000000 Penalty: 5778.891113
	Iteration 89Q: 3 clusters Score -1.13919e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110885 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -11391919.000000 Penalty: 5778.891113
	Iteration 90Q: 3 clusters Score -1.139192e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110856 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -11391917.000000 Penalty: 5778.891113
	Iteration 91Q: 3 clusters Score -1.139192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110839 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -11391917.000000 Penalty: 5778.891113
	Iteration 92Q: 3 clusters Score -1.139192e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110822 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -11391923.000000 Penalty: 5778.891113
	Iteration 93Q: 3 clusters Score -1.139192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110806 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -11391928.000000 Penalty: 5778.891113
	Iteration 94Q: 3 clusters Score -1.139193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110798 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -11391932.000000 Penalty: 5778.891113
	Iteration 95Q: 3 clusters Score -1.139193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110790 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -11391936.000000 Penalty: 5778.891113
	Iteration 96Q: 3 clusters Score -1.139194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110786 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -11391942.000000 Penalty: 5778.891113
	Iteration 97Q: 3 clusters Score -1.139194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110784 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -11391942.000000 Penalty: 5778.891113
	Iteration 98Q: 3 clusters Score -1.139194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110782 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -11391936.000000 Penalty: 5778.891113
	Iteration 99Q: 3 clusters Score -1.139194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110781 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -11392143.000000 Penalty: 5778.891113
	Iteration 100F: 3 clusters Score -1.139214e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110651 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -11392264.000000 Penalty: 5778.891113
	Iteration 101Q: 3 clusters Score -1.139226e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110534 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -11392335.000000 Penalty: 5778.891113
	Iteration 102Q: 3 clusters Score -1.139234e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110431 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -11392372.000000 Penalty: 5778.891113
	Iteration 103Q: 3 clusters Score -1.139237e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110347 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -11392402.000000 Penalty: 5778.891113
	Iteration 104Q: 3 clusters Score -1.13924e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110291 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -11392445.000000 Penalty: 5778.891113
	Iteration 105Q: 3 clusters Score -1.139244e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110231 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -11392457.000000 Penalty: 5778.891113
	Iteration 106Q: 3 clusters Score -1.139246e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110198 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -11392451.000000 Penalty: 5778.891113
	Iteration 107Q: 3 clusters Score -1.139245e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110184 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -11392454.000000 Penalty: 5778.891113
	Iteration 108Q: 3 clusters Score -1.139245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110175 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -11392447.000000 Penalty: 5778.891113
	Iteration 109Q: 3 clusters Score -1.139245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110162 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -11392441.000000 Penalty: 5778.891113
	Iteration 110Q: 3 clusters Score -1.139244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110154 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -11392429.000000 Penalty: 5778.891113
	Iteration 111Q: 3 clusters Score -1.139243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110152 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -11392439.000000 Penalty: 5778.891113
	Iteration 112Q: 3 clusters Score -1.139244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110150 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -11392428.000000 Penalty: 5778.891113
	Iteration 113Q: 3 clusters Score -1.139243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110146 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -11392447.000000 Penalty: 5778.891113
	Iteration 114Q: 3 clusters Score -1.139245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110143 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -11392442.000000 Penalty: 5778.891113
	Iteration 115Q: 3 clusters Score -1.139244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110140 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -11392453.000000 Penalty: 5778.891113
	Iteration 116Q: 3 clusters Score -1.139245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110140 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -11392453.000000 Penalty: 5778.891113
	Iteration 117F: 3 clusters Score -1.139245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 9122 members 
Mstep: Class 3 contains 32139 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 10472 members 
Mstep: Class 6 contains 146056 members 
Mstep: Class 7 contains 65805 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 27323 members 
Mstep: Class 10 contains 1364 members 
Mstep: Class 11 contains 6875 members 
Mstep: Class 12 contains 29854 members 
Mstep: Class 13 contains 115630 members 
Mstep: Class 14 contains 30378 members 
Mstep: Class 15 contains 227718 members 
Mstep: Class 16 contains 311308 members 
Mstep: Class 17 contains 5447 members 
Mstep: Class 18 contains 110140 members 
Mstep: Class 19 contains 100214 members 
Mstep: Class 20 contains 9054 members 
Mstep: Class 21 contains 234378 members 
Mstep: Class 22 contains 31854 members 
Mstep: Class 23 contains 52910 members 
Mstep: Class 24 contains 25008 members 
Mstep: Class 25 contains 17521 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 8164 members 
Mstep: Class 28 contains 13684 members 
Mstep: Class 29 contains 11723 members 
Mstep: Class 30 contains 3332 members 
Mstep: Class 31 contains 4665 members 
Entering Unmasked Estep 
Score: -157555856.000000 Penalty: 110165.539062
Splitting cluster 18 changes total score from -157543648.000000 to -157555856.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (100214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100214 members 
Entering Unmasked Estep 
Score: -9897632.000000 Penalty: 2855.735596
	Iteration 0F: 2 clusters Score -9897632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -9830387.000000 Penalty: 5711.471191
	Iteration 0F: 3 clusters Score -9830387 nChanged 47506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 53362 members 
Entering Unmasked Estep 
Score: -9857678.000000 Penalty: 5711.471191
	Iteration 1F: 3 clusters Score -9857678 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -9858672.000000 Penalty: 5711.471191
	Iteration 2Q: 3 clusters Score -9858672 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -9860053.000000 Penalty: 5711.471191
	Iteration 3Q: 3 clusters Score -9860053 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 61933 members 
Entering Unmasked Estep 
Score: -9862142.000000 Penalty: 5711.471191
	Iteration 4Q: 3 clusters Score -9862142 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 67678 members 
Entering Unmasked Estep 
Score: -9865609.000000 Penalty: 5711.471191
	Iteration 5F: 3 clusters Score -9865609 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 75330 members 
Entering Unmasked Estep 
Score: -9871661.000000 Penalty: 5711.471191
	Iteration 6F: 3 clusters Score -9871661 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 84096 members 
Entering Unmasked Estep 
Score: -9879699.000000 Penalty: 5711.471191
	Iteration 7F: 3 clusters Score -9879699 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 91690 members 
Entering Unmasked Estep 
Score: -9887264.000000 Penalty: 5711.471191
	Iteration 8F: 3 clusters Score -9887264 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 96464 members 
Entering Unmasked Estep 
Score: -9891809.000000 Penalty: 5711.471191
	Iteration 9Q: 3 clusters Score -9891809 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 98689 members 
Entering Unmasked Estep 
Score: -9893879.000000 Penalty: 5711.471191
	Iteration 10Q: 3 clusters Score -9893879 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 99472 members 
Entering Unmasked Estep 
Score: -9894579.000000 Penalty: 5711.471191
	Iteration 11Q: 3 clusters Score -9894579 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 99740 members 
Entering Unmasked Estep 
Score: -9894840.000000 Penalty: 5711.471191
	Iteration 12Q: 3 clusters Score -9894840 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 99834 members 
Entering Unmasked Estep 
Score: -9894953.000000 Penalty: 5711.471191
	Iteration 13Q: 3 clusters Score -9894953 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 99872 members 
Entering Unmasked Estep 
Score: -9895017.000000 Penalty: 5711.471191
	Iteration 14Q: 3 clusters Score -9895017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 99897 members 
Entering Unmasked Estep 
Score: -9895043.000000 Penalty: 5711.471191
	Iteration 15Q: 3 clusters Score -9895043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 99909 members 
Entering Unmasked Estep 
Score: -9895065.000000 Penalty: 5711.471191
	Iteration 16Q: 3 clusters Score -9895065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 99918 members 
Entering Unmasked Estep 
Score: -9895076.000000 Penalty: 5711.471191
	Iteration 17Q: 3 clusters Score -9895076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 99919 members 
Entering Unmasked Estep 
Score: -9895093.000000 Penalty: 5711.471191
	Iteration 18Q: 3 clusters Score -9895093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 99919 members 
Entering Unmasked Estep 
Score: -9895095.000000 Penalty: 5711.471191
	Iteration 19Q: 3 clusters Score -9895095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 99920 members 
Entering Unmasked Estep 
Score: -9895091.000000 Penalty: 5711.471191
	Iteration 20F: 3 clusters Score -9895091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Entering Unmasked Estep 
Score: -850750.062500 Penalty: 2259.518555
	Iteration 0F: 2 clusters Score -850750.1 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 4491 members 
Entering Unmasked Estep 
Score: -843671.875000 Penalty: 4519.037109
	Iteration 0F: 3 clusters Score -843671.9 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -845724.000000 Penalty: 4519.037109
	Iteration 1F: 3 clusters Score -845724 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -846057.312500 Penalty: 4519.037109
	Iteration 2F: 3 clusters Score -846057.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -846269.062500 Penalty: 4519.037109
	Iteration 3Q: 3 clusters Score -846269.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -846429.875000 Penalty: 4519.037109
	Iteration 4Q: 3 clusters Score -846429.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -846577.437500 Penalty: 4519.037109
	Iteration 5Q: 3 clusters Score -846577.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -846742.125000 Penalty: 4519.037109
	Iteration 6Q: 3 clusters Score -846742.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -846896.750000 Penalty: 4519.037109
	Iteration 7Q: 3 clusters Score -846896.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -847024.625000 Penalty: 4519.037109
	Iteration 8Q: 3 clusters Score -847024.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -847145.750000 Penalty: 4519.037109
	Iteration 9Q: 3 clusters Score -847145.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -847278.312500 Penalty: 4519.037109
	Iteration 10Q: 3 clusters Score -847278.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -847424.000000 Penalty: 4519.037109
	Iteration 11Q: 3 clusters Score -847424 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -847565.125000 Penalty: 4519.037109
	Iteration 12Q: 3 clusters Score -847565.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -847749.625000 Penalty: 4519.037109
	Iteration 13Q: 3 clusters Score -847749.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -847972.437500 Penalty: 4519.037109
	Iteration 14Q: 3 clusters Score -847972.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -848225.937500 Penalty: 4519.037109
	Iteration 15Q: 3 clusters Score -848225.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -848480.062500 Penalty: 4519.037109
	Iteration 16Q: 3 clusters Score -848480.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -848747.937500 Penalty: 4519.037109
	Iteration 17Q: 3 clusters Score -848747.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -849045.312500 Penalty: 4519.037109
	Iteration 18Q: 3 clusters Score -849045.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -849286.000000 Penalty: 4519.037109
	Iteration 19Q: 3 clusters Score -849286 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -849469.625000 Penalty: 4519.037109
	Iteration 20F: 3 clusters Score -849469.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -849604.750000 Penalty: 4519.037109
	Iteration 21Q: 3 clusters Score -849604.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -849688.625000 Penalty: 4519.037109
	Iteration 22Q: 3 clusters Score -849688.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -849736.187500 Penalty: 4519.037109
	Iteration 23Q: 3 clusters Score -849736.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -849762.437500 Penalty: 4519.037109
	Iteration 24Q: 3 clusters Score -849762.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -849778.250000 Penalty: 4519.037109
	Iteration 25Q: 3 clusters Score -849778.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -849787.750000 Penalty: 4519.037109
	Iteration 26Q: 3 clusters Score -849787.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -849793.125000 Penalty: 4519.037109
	Iteration 27Q: 3 clusters Score -849793.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -849799.062500 Penalty: 4519.037109
	Iteration 28Q: 3 clusters Score -849799.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -849805.000000 Penalty: 4519.037109
	Iteration 29Q: 3 clusters Score -849805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -849808.125000 Penalty: 4519.037109
	Iteration 30Q: 3 clusters Score -849808.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -849811.000000 Penalty: 4519.037109
	Iteration 31Q: 3 clusters Score -849811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -849811.125000 Penalty: 4519.037109
	Iteration 32Q: 3 clusters Score -849811.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -849812.000000 Penalty: 4519.037109
	Iteration 33Q: 3 clusters Score -849812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -849815.812500 Penalty: 4519.037109
	Iteration 34Q: 3 clusters Score -849815.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -849815.125000 Penalty: 4519.037109
	Iteration 35Q: 3 clusters Score -849815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -849816.125000 Penalty: 4519.037109
	Iteration 36Q: 3 clusters Score -849816.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -849815.750000 Penalty: 4519.037109
	Iteration 37Q: 3 clusters Score -849815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -849815.750000 Penalty: 4519.037109
	Iteration 38F: 3 clusters Score -849815.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (234378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234378 members 
Entering Unmasked Estep 
Score: -22995238.000000 Penalty: 3066.443359
	Iteration 0F: 2 clusters Score -2.299524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117444 members 
Mstep: Class 2 contains 116934 members 
Entering Unmasked Estep 
Score: -22839424.000000 Penalty: 6132.886719
	Iteration 0F: 3 clusters Score -2.283942e+07 nChanged 113233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124705 members 
Mstep: Class 2 contains 109673 members 
Entering Unmasked Estep 
Score: -22907618.000000 Penalty: 6132.886719
	Iteration 1F: 3 clusters Score -2.290762e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129625 members 
Mstep: Class 2 contains 104753 members 
Entering Unmasked Estep 
Score: -22909842.000000 Penalty: 6132.886719
	Iteration 2Q: 3 clusters Score -2.290984e+07 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137291 members 
Mstep: Class 2 contains 97087 members 
Entering Unmasked Estep 
Score: -22914000.000000 Penalty: 6132.886719
	Iteration 3Q: 3 clusters Score -2.2914e+07 nChanged 13968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148873 members 
Mstep: Class 2 contains 85505 members 
Entering Unmasked Estep 
Score: -22921848.000000 Penalty: 6132.886719
	Iteration 4F: 3 clusters Score -2.292185e+07 nChanged 17771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164620 members 
Mstep: Class 2 contains 69758 members 
Entering Unmasked Estep 
Score: -22934840.000000 Penalty: 6132.886719
	Iteration 5F: 3 clusters Score -2.293484e+07 nChanged 20097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183257 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -22951794.000000 Penalty: 6132.886719
	Iteration 6F: 3 clusters Score -2.295179e+07 nChanged 18274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200679 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -22967190.000000 Penalty: 6132.886719
	Iteration 7F: 3 clusters Score -2.296719e+07 nChanged 13568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213917 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -22978190.000000 Penalty: 6132.886719
	Iteration 8F: 3 clusters Score -2.297819e+07 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222515 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -22985100.000000 Penalty: 6132.886719
	Iteration 9Q: 3 clusters Score -2.29851e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227686 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -22988726.000000 Penalty: 6132.886719
	Iteration 10Q: 3 clusters Score -2.298873e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230487 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -22990826.000000 Penalty: 6132.886719
	Iteration 11Q: 3 clusters Score -2.299083e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231936 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -22991912.000000 Penalty: 6132.886719
	Iteration 12Q: 3 clusters Score -2.299191e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232644 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -22992248.000000 Penalty: 6132.886719
	Iteration 13Q: 3 clusters Score -2.299225e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232988 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -22992460.000000 Penalty: 6132.886719
	Iteration 14Q: 3 clusters Score -2.299246e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233183 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -22992590.000000 Penalty: 6132.886719
	Iteration 15Q: 3 clusters Score -2.299259e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233290 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22992654.000000 Penalty: 6132.886719
	Iteration 16Q: 3 clusters Score -2.299265e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233358 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -22992730.000000 Penalty: 6132.886719
	Iteration 17Q: 3 clusters Score -2.299273e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233405 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -22992708.000000 Penalty: 6132.886719
	Iteration 18Q: 3 clusters Score -2.299271e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233436 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -22992756.000000 Penalty: 6132.886719
	Iteration 19Q: 3 clusters Score -2.299276e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233469 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -22992750.000000 Penalty: 6132.886719
	Iteration 20F: 3 clusters Score -2.299275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233484 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -22992762.000000 Penalty: 6132.886719
	Iteration 21Q: 3 clusters Score -2.299276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233497 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -22992784.000000 Penalty: 6132.886719
	Iteration 22Q: 3 clusters Score -2.299278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233505 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -22992764.000000 Penalty: 6132.886719
	Iteration 23Q: 3 clusters Score -2.299276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233508 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -22992778.000000 Penalty: 6132.886719
	Iteration 24Q: 3 clusters Score -2.299278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233516 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -22992768.000000 Penalty: 6132.886719
	Iteration 25Q: 3 clusters Score -2.299277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233515 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -22992772.000000 Penalty: 6132.886719
	Iteration 26Q: 3 clusters Score -2.299277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233515 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -22992768.000000 Penalty: 6132.886719
	Iteration 27Q: 3 clusters Score -2.299277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233514 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -22992760.000000 Penalty: 6132.886719
	Iteration 28Q: 3 clusters Score -2.299276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233514 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -22992760.000000 Penalty: 6132.886719
	Iteration 29F: 3 clusters Score -2.299276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Entering Unmasked Estep 
Score: -3106496.000000 Penalty: 2571.491699
	Iteration 0F: 2 clusters Score -3106496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -3084710.000000 Penalty: 5142.983398
	Iteration 0F: 3 clusters Score -3084710 nChanged 14356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3092635.000000 Penalty: 5142.983398
	Iteration 1F: 3 clusters Score -3092635 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3093151.500000 Penalty: 5142.983398
	Iteration 2Q: 3 clusters Score -3093152 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3093629.750000 Penalty: 5142.983398
	Iteration 3Q: 3 clusters Score -3093630 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3094112.000000 Penalty: 5142.983398
	Iteration 4Q: 3 clusters Score -3094112 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -3094687.750000 Penalty: 5142.983398
	Iteration 5Q: 3 clusters Score -3094688 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -3095607.500000 Penalty: 5142.983398
	Iteration 6Q: 3 clusters Score -3095608 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -3096723.000000 Penalty: 5142.983398
	Iteration 7F: 3 clusters Score -3096723 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3097876.750000 Penalty: 5142.983398
	Iteration 8F: 3 clusters Score -3097877 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3098979.000000 Penalty: 5142.983398
	Iteration 9Q: 3 clusters Score -3098979 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3099953.000000 Penalty: 5142.983398
	Iteration 10Q: 3 clusters Score -3099953 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3100796.500000 Penalty: 5142.983398
	Iteration 11Q: 3 clusters Score -3100796 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3101510.750000 Penalty: 5142.983398
	Iteration 12Q: 3 clusters Score -3101511 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3102048.500000 Penalty: 5142.983398
	Iteration 13Q: 3 clusters Score -3102048 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -3102465.000000 Penalty: 5142.983398
	Iteration 14Q: 3 clusters Score -3102465 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -3102756.500000 Penalty: 5142.983398
	Iteration 15Q: 3 clusters Score -3102756 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3103006.500000 Penalty: 5142.983398
	Iteration 16Q: 3 clusters Score -3103006 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -3103213.500000 Penalty: 5142.983398
	Iteration 17Q: 3 clusters Score -3103214 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -3103400.000000 Penalty: 5142.983398
	Iteration 18Q: 3 clusters Score -3103400 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3103569.750000 Penalty: 5142.983398
	Iteration 19Q: 3 clusters Score -3103570 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -3103717.750000 Penalty: 5142.983398
	Iteration 20F: 3 clusters Score -3103718 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -3103818.250000 Penalty: 5142.983398
	Iteration 21Q: 3 clusters Score -3103818 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -3103895.000000 Penalty: 5142.983398
	Iteration 22Q: 3 clusters Score -3103895 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -3103923.750000 Penalty: 5142.983398
	Iteration 23Q: 3 clusters Score -3103924 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -3103955.000000 Penalty: 5142.983398
	Iteration 24Q: 3 clusters Score -3103955 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -3104003.500000 Penalty: 5142.983398
	Iteration 25Q: 3 clusters Score -3104004 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -3104025.000000 Penalty: 5142.983398
	Iteration 26Q: 3 clusters Score -3104025 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -3104054.500000 Penalty: 5142.983398
	Iteration 27Q: 3 clusters Score -3104054 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -3104076.750000 Penalty: 5142.983398
	Iteration 28Q: 3 clusters Score -3104077 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -3104095.250000 Penalty: 5142.983398
	Iteration 29Q: 3 clusters Score -3104095 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -3104110.500000 Penalty: 5142.983398
	Iteration 30Q: 3 clusters Score -3104110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -3104120.500000 Penalty: 5142.983398
	Iteration 31Q: 3 clusters Score -3104120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -3104135.500000 Penalty: 5142.983398
	Iteration 32Q: 3 clusters Score -3104136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -3104148.250000 Penalty: 5142.983398
	Iteration 33Q: 3 clusters Score -3104148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -3104167.250000 Penalty: 5142.983398
	Iteration 34Q: 3 clusters Score -3104167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -3104181.750000 Penalty: 5142.983398
	Iteration 35Q: 3 clusters Score -3104182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -3104191.500000 Penalty: 5142.983398
	Iteration 36Q: 3 clusters Score -3104192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -3104202.000000 Penalty: 5142.983398
	Iteration 37Q: 3 clusters Score -3104202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -3104200.000000 Penalty: 5142.983398
	Iteration 38Q: 3 clusters Score -3104200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -3104214.500000 Penalty: 5142.983398
	Iteration 39Q: 3 clusters Score -3104214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -3104218.000000 Penalty: 5142.983398
	Iteration 40F: 3 clusters Score -3104218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3104224.500000 Penalty: 5142.983398
	Iteration 41Q: 3 clusters Score -3104224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -3104239.000000 Penalty: 5142.983398
	Iteration 42Q: 3 clusters Score -3104239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3104232.500000 Penalty: 5142.983398
	Iteration 43Q: 3 clusters Score -3104232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -3104232.750000 Penalty: 5142.983398
	Iteration 44Q: 3 clusters Score -3104233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -3104236.500000 Penalty: 5142.983398
	Iteration 45Q: 3 clusters Score -3104236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -3104233.250000 Penalty: 5142.983398
	Iteration 46Q: 3 clusters Score -3104233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -3104240.000000 Penalty: 5142.983398
	Iteration 47Q: 3 clusters Score -3104240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -3104245.250000 Penalty: 5142.983398
	Iteration 48Q: 3 clusters Score -3104245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -3104248.750000 Penalty: 5142.983398
	Iteration 49Q: 3 clusters Score -3104249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -3104248.250000 Penalty: 5142.983398
	Iteration 50Q: 3 clusters Score -3104248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -3104245.000000 Penalty: 5142.983398
	Iteration 51Q: 3 clusters Score -3104245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -3104253.500000 Penalty: 5142.983398
	Iteration 52Q: 3 clusters Score -3104254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -3104253.750000 Penalty: 5142.983398
	Iteration 53Q: 3 clusters Score -3104254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -3104252.500000 Penalty: 5142.983398
	Iteration 54Q: 3 clusters Score -3104252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -3104252.500000 Penalty: 5142.983398
	Iteration 55F: 3 clusters Score -3104252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (52910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Entering Unmasked Estep 
Score: -5052008.500000 Penalty: 2697.334229
	Iteration 0F: 2 clusters Score -5052008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -5016215.000000 Penalty: 5394.668457
	Iteration 0F: 3 clusters Score -5016215 nChanged 24571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -5030325.500000 Penalty: 5394.668457
	Iteration 1F: 3 clusters Score -5030326 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -5031864.000000 Penalty: 5394.668457
	Iteration 2Q: 3 clusters Score -5031864 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -5034061.500000 Penalty: 5394.668457
	Iteration 3F: 3 clusters Score -5034062 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -5037050.000000 Penalty: 5394.668457
	Iteration 4F: 3 clusters Score -5037050 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -5040942.500000 Penalty: 5394.668457
	Iteration 5F: 3 clusters Score -5040942 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -5045536.500000 Penalty: 5394.668457
	Iteration 6F: 3 clusters Score -5045536 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -5049513.500000 Penalty: 5394.668457
	Iteration 7F: 3 clusters Score -5049514 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -5052543.500000 Penalty: 5394.668457
	Iteration 8F: 3 clusters Score -5052544 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -5054749.500000 Penalty: 5394.668457
	Iteration 9Q: 3 clusters Score -5054750 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -5056455.000000 Penalty: 5394.668457
	Iteration 10Q: 3 clusters Score -5056455 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -5057954.500000 Penalty: 5394.668457
	Iteration 11Q: 3 clusters Score -5057954 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -5059101.500000 Penalty: 5394.668457
	Iteration 12Q: 3 clusters Score -5059102 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -5059847.000000 Penalty: 5394.668457
	Iteration 13Q: 3 clusters Score -5059847 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -5060240.000000 Penalty: 5394.668457
	Iteration 14Q: 3 clusters Score -5060240 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -5060496.500000 Penalty: 5394.668457
	Iteration 15Q: 3 clusters Score -5060496 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -5060640.000000 Penalty: 5394.668457
	Iteration 16Q: 3 clusters Score -5060640 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -5060711.500000 Penalty: 5394.668457
	Iteration 17Q: 3 clusters Score -5060712 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -5060777.500000 Penalty: 5394.668457
	Iteration 18Q: 3 clusters Score -5060778 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -5060828.000000 Penalty: 5394.668457
	Iteration 19Q: 3 clusters Score -5060828 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -5060866.000000 Penalty: 5394.668457
	Iteration 20F: 3 clusters Score -5060866 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -5060876.500000 Penalty: 5394.668457
	Iteration 21Q: 3 clusters Score -5060876 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -5060888.500000 Penalty: 5394.668457
	Iteration 22Q: 3 clusters Score -5060888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -5060884.500000 Penalty: 5394.668457
	Iteration 23Q: 3 clusters Score -5060884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -5060889.000000 Penalty: 5394.668457
	Iteration 24Q: 3 clusters Score -5060889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -5060887.500000 Penalty: 5394.668457
	Iteration 25Q: 3 clusters Score -5060888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -5060884.000000 Penalty: 5394.668457
	Iteration 26Q: 3 clusters Score -5060884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -5060881.500000 Penalty: 5394.668457
	Iteration 27Q: 3 clusters Score -5060882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -5060878.500000 Penalty: 5394.668457
	Iteration 28Q: 3 clusters Score -5060878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -5060882.000000 Penalty: 5394.668457
	Iteration 29Q: 3 clusters Score -5060882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -5060885.500000 Penalty: 5394.668457
	Iteration 30Q: 3 clusters Score -5060886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -5060886.000000 Penalty: 5394.668457
	Iteration 31Q: 3 clusters Score -5060886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -5060886.500000 Penalty: 5394.668457
	Iteration 32Q: 3 clusters Score -5060886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -5060884.500000 Penalty: 5394.668457
	Iteration 33Q: 3 clusters Score -5060884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -5060881.000000 Penalty: 5394.668457
	Iteration 34Q: 3 clusters Score -5060881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -5060879.000000 Penalty: 5394.668457
	Iteration 35Q: 3 clusters Score -5060879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -5060877.000000 Penalty: 5394.668457
	Iteration 36Q: 3 clusters Score -5060877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -5060877.500000 Penalty: 5394.668457
	Iteration 37Q: 3 clusters Score -5060878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -5060874.000000 Penalty: 5394.668457
	Iteration 38Q: 3 clusters Score -5060874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -5060874.000000 Penalty: 5394.668457
	Iteration 39F: 3 clusters Score -5060874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 9122 members 
Mstep: Class 3 contains 32139 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 10472 members 
Mstep: Class 6 contains 146056 members 
Mstep: Class 7 contains 65805 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 27323 members 
Mstep: Class 10 contains 1364 members 
Mstep: Class 11 contains 6875 members 
Mstep: Class 12 contains 29854 members 
Mstep: Class 13 contains 115630 members 
Mstep: Class 14 contains 30378 members 
Mstep: Class 15 contains 227718 members 
Mstep: Class 16 contains 311308 members 
Mstep: Class 17 contains 5447 members 
Mstep: Class 18 contains 110140 members 
Mstep: Class 19 contains 100214 members 
Mstep: Class 20 contains 9054 members 
Mstep: Class 21 contains 234378 members 
Mstep: Class 22 contains 31854 members 
Mstep: Class 23 contains 40348 members 
Mstep: Class 24 contains 25008 members 
Mstep: Class 25 contains 17521 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 8164 members 
Mstep: Class 28 contains 13684 members 
Mstep: Class 29 contains 11723 members 
Mstep: Class 30 contains 3332 members 
Mstep: Class 31 contains 4665 members 
Mstep: Class 32 contains 12562 members 
Entering Unmasked Estep 
Score: -157564272.000000 Penalty: 113719.265625
Splitting cluster 23 changes total score from -157543648.000000 to -157564272.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 24 (25008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Entering Unmasked Estep 
Score: -2144712.750000 Penalty: 2511.483887
	Iteration 0F: 2 clusters Score -2144713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2127413.250000 Penalty: 5022.967773
	Iteration 0F: 3 clusters Score -2127413 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2135272.250000 Penalty: 5022.967773
	Iteration 1F: 3 clusters Score -2135272 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2138021.250000 Penalty: 5022.967773
	Iteration 2F: 3 clusters Score -2138021 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2140869.750000 Penalty: 5022.967773
	Iteration 3F: 3 clusters Score -2140870 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2143176.250000 Penalty: 5022.967773
	Iteration 4F: 3 clusters Score -2143176 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2144479.750000 Penalty: 5022.967773
	Iteration 5F: 3 clusters Score -2144480 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2145141.000000 Penalty: 5022.967773
	Iteration 6Q: 3 clusters Score -2145141 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2145546.000000 Penalty: 5022.967773
	Iteration 7Q: 3 clusters Score -2145546 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2145932.000000 Penalty: 5022.967773
	Iteration 8Q: 3 clusters Score -2145932 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2146380.750000 Penalty: 5022.967773
	Iteration 9Q: 3 clusters Score -2146381 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2146759.500000 Penalty: 5022.967773
	Iteration 10Q: 3 clusters Score -2146760 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2147036.750000 Penalty: 5022.967773
	Iteration 11Q: 3 clusters Score -2147037 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2147298.250000 Penalty: 5022.967773
	Iteration 12Q: 3 clusters Score -2147298 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2147638.500000 Penalty: 5022.967773
	Iteration 13Q: 3 clusters Score -2147638 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2147994.500000 Penalty: 5022.967773
	Iteration 14Q: 3 clusters Score -2147994 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2148253.750000 Penalty: 5022.967773
	Iteration 15Q: 3 clusters Score -2148254 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2148419.500000 Penalty: 5022.967773
	Iteration 16Q: 3 clusters Score -2148420 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2148529.500000 Penalty: 5022.967773
	Iteration 17Q: 3 clusters Score -2148530 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2148601.500000 Penalty: 5022.967773
	Iteration 18Q: 3 clusters Score -2148602 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2148654.500000 Penalty: 5022.967773
	Iteration 19Q: 3 clusters Score -2148654 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2148711.250000 Penalty: 5022.967773
	Iteration 20F: 3 clusters Score -2148711 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2148758.500000 Penalty: 5022.967773
	Iteration 21Q: 3 clusters Score -2148758 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2148796.000000 Penalty: 5022.967773
	Iteration 22Q: 3 clusters Score -2148796 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2148842.750000 Penalty: 5022.967773
	Iteration 23Q: 3 clusters Score -2148843 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2148884.750000 Penalty: 5022.967773
	Iteration 24Q: 3 clusters Score -2148885 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2148933.250000 Penalty: 5022.967773
	Iteration 25Q: 3 clusters Score -2148933 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2148973.250000 Penalty: 5022.967773
	Iteration 26Q: 3 clusters Score -2148973 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2148998.750000 Penalty: 5022.967773
	Iteration 27Q: 3 clusters Score -2148999 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2149019.500000 Penalty: 5022.967773
	Iteration 28Q: 3 clusters Score -2149020 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2149040.250000 Penalty: 5022.967773
	Iteration 29Q: 3 clusters Score -2149040 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2149054.750000 Penalty: 5022.967773
	Iteration 30Q: 3 clusters Score -2149055 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2149083.250000 Penalty: 5022.967773
	Iteration 31Q: 3 clusters Score -2149083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2149094.250000 Penalty: 5022.967773
	Iteration 32Q: 3 clusters Score -2149094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2149109.000000 Penalty: 5022.967773
	Iteration 33Q: 3 clusters Score -2149109 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2149128.750000 Penalty: 5022.967773
	Iteration 34Q: 3 clusters Score -2149129 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2149143.000000 Penalty: 5022.967773
	Iteration 35Q: 3 clusters Score -2149143 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2149156.500000 Penalty: 5022.967773
	Iteration 36Q: 3 clusters Score -2149156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2149169.500000 Penalty: 5022.967773
	Iteration 37Q: 3 clusters Score -2149170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2149173.500000 Penalty: 5022.967773
	Iteration 38Q: 3 clusters Score -2149174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -2149176.500000 Penalty: 5022.967773
	Iteration 39Q: 3 clusters Score -2149176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2149179.750000 Penalty: 5022.967773
	Iteration 40F: 3 clusters Score -2149180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2149187.000000 Penalty: 5022.967773
	Iteration 41Q: 3 clusters Score -2149187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2149188.500000 Penalty: 5022.967773
	Iteration 42Q: 3 clusters Score -2149188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2149193.500000 Penalty: 5022.967773
	Iteration 43Q: 3 clusters Score -2149194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2149201.250000 Penalty: 5022.967773
	Iteration 44Q: 3 clusters Score -2149201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -2149199.000000 Penalty: 5022.967773
	Iteration 45Q: 3 clusters Score -2149199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2149196.500000 Penalty: 5022.967773
	Iteration 46Q: 3 clusters Score -2149196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2149196.750000 Penalty: 5022.967773
	Iteration 47Q: 3 clusters Score -2149197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2149196.500000 Penalty: 5022.967773
	Iteration 48Q: 3 clusters Score -2149196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2149196.750000 Penalty: 5022.967773
	Iteration 49Q: 3 clusters Score -2149197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2149196.500000 Penalty: 5022.967773
	Iteration 50Q: 3 clusters Score -2149196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2149198.250000 Penalty: 5022.967773
	Iteration 51Q: 3 clusters Score -2149198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2149198.000000 Penalty: 5022.967773
	Iteration 52Q: 3 clusters Score -2149198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2149197.750000 Penalty: 5022.967773
	Iteration 53Q: 3 clusters Score -2149198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -2149196.500000 Penalty: 5022.967773
	Iteration 54Q: 3 clusters Score -2149196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -2149196.500000 Penalty: 5022.967773
	Iteration 55F: 3 clusters Score -2149196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 9122 members 
Mstep: Class 3 contains 32139 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 10472 members 
Mstep: Class 6 contains 146056 members 
Mstep: Class 7 contains 65805 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 27323 members 
Mstep: Class 10 contains 1364 members 
Mstep: Class 11 contains 6875 members 
Mstep: Class 12 contains 29854 members 
Mstep: Class 13 contains 115630 members 
Mstep: Class 14 contains 30378 members 
Mstep: Class 15 contains 227718 members 
Mstep: Class 16 contains 311308 members 
Mstep: Class 17 contains 5447 members 
Mstep: Class 18 contains 110140 members 
Mstep: Class 19 contains 100214 members 
Mstep: Class 20 contains 9054 members 
Mstep: Class 21 contains 234378 members 
Mstep: Class 22 contains 31854 members 
Mstep: Class 23 contains 40348 members 
Mstep: Class 24 contains 3944 members 
Mstep: Class 25 contains 17521 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 8164 members 
Mstep: Class 28 contains 13684 members 
Mstep: Class 29 contains 11723 members 
Mstep: Class 30 contains 3332 members 
Mstep: Class 31 contains 4665 members 
Mstep: Class 32 contains 12562 members 
Mstep: Class 33 contains 21064 members 
Entering Unmasked Estep 
Score: -157567168.000000 Penalty: 117273.000000
Splitting cluster 24 changes total score from -157543648.000000 to -157567168.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 9122 members 
Mstep: Class 3 contains 32139 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 10472 members 
Mstep: Class 6 contains 146056 members 
Mstep: Class 7 contains 65805 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 27323 members 
Mstep: Class 10 contains 1364 members 
Mstep: Class 11 contains 6875 members 
Mstep: Class 12 contains 29854 members 
Mstep: Class 13 contains 115630 members 
Mstep: Class 14 contains 30378 members 
Mstep: Class 15 contains 227718 members 
Mstep: Class 16 contains 311308 members 
Mstep: Class 17 contains 5447 members 
Mstep: Class 18 contains 110140 members 
Mstep: Class 19 contains 100214 members 
Mstep: Class 20 contains 9054 members 
Mstep: Class 21 contains 234378 members 
Mstep: Class 22 contains 31854 members 
Mstep: Class 23 contains 40348 members 
Mstep: Class 24 contains 3944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157584176.000000 Penalty: 117273.000000
Iteration 39Q: 34 clusters Score -1.575842e+08 nChanged 29852
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 31241 members 
Mstep: Class 4 contains 5861 members 
Mstep: Class 5 contains 11126 members 
Mstep: Class 6 contains 146291 members 
Mstep: Class 7 contains 65794 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 27355 members 
Mstep: Class 10 contains 1673 members 
Mstep: Class 11 contains 7618 members 
Mstep: Class 12 contains 29762 members 
Mstep: Class 13 contains 115177 members 
Mstep: Class 14 contains 30204 members 
Mstep: Class 15 contains 227886 members 
Mstep: Class 16 contains 311443 members 
Mstep: Class 17 contains 5844 members 
Mstep: Class 18 contains 110080 members 
Mstep: Class 19 contains 100471 members 
Mstep: Class 20 contains 9154 members 
Mstep: Class 21 contains 234560 members 
Mstep: Class 22 contains 31699 members 
Mstep: Class 23 contains 41343 members 
Mstep: Class 24 contains 4299 members 
Mstep: Class 25 contains 16205 members 
Mstep: Class 26 contains 4116 members 
Mstep: Class 27 contains 7926 members 
Mstep: Class 28 contains 12179 members 
Mstep: Class 29 contains 11333 members 
Mstep: Class 30 contains 3158 members 
Mstep: Class 31 contains 4670 members 
Mstep: Class 32 contains 12753 members 
Mstep: Class 33 contains 20866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157600032.000000 Penalty: 117273.000000
Iteration 40F: 34 clusters Score -1.576e+08 nChanged 20852
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 9377 members 
Mstep: Class 3 contains 30057 members 
Mstep: Class 4 contains 6626 members 
Mstep: Class 5 contains 11692 members 
Mstep: Class 6 contains 144704 members 
Mstep: Class 7 contains 65648 members 
Mstep: Class 8 contains 7115 members 
Mstep: Class 9 contains 27308 members 
Mstep: Class 10 contains 1890 members 
Mstep: Class 11 contains 7948 members 
Mstep: Class 12 contains 29302 members 
Mstep: Class 13 contains 113949 members 
Mstep: Class 14 contains 29907 members 
Mstep: Class 15 contains 227324 members 
Mstep: Class 16 contains 311210 members 
Mstep: Class 17 contains 6322 members 
Mstep: Class 18 contains 110210 members 
Mstep: Class 19 contains 100419 members 
Mstep: Class 20 contains 9218 members 
Mstep: Class 21 contains 233874 members 
Mstep: Class 22 contains 31514 members 
Mstep: Class 23 contains 41341 members 
Mstep: Class 24 contains 4432 members 
Mstep: Class 25 contains 16549 members 
Mstep: Class 26 contains 4640 members 
Mstep: Class 27 contains 9032 members 
Mstep: Class 28 contains 12218 members 
Mstep: Class 29 contains 11688 members 
Mstep: Class 30 contains 3534 members 
Mstep: Class 31 contains 5614 members 
Mstep: Class 32 contains 13145 members 
Mstep: Class 33 contains 21137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157608192.000000 Penalty: 117273.000000
Iteration 41Q: 34 clusters Score -1.576082e+08 nChanged 14682
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 9424 members 
Mstep: Class 3 contains 29096 members 
Mstep: Class 4 contains 7107 members 
Mstep: Class 5 contains 12274 members 
Mstep: Class 6 contains 143614 members 
Mstep: Class 7 contains 65541 members 
Mstep: Class 8 contains 7209 members 
Mstep: Class 9 contains 27351 members 
Mstep: Class 10 contains 2052 members 
Mstep: Class 11 contains 8222 members 
Mstep: Class 12 contains 28915 members 
Mstep: Class 13 contains 112946 members 
Mstep: Class 14 contains 29790 members 
Mstep: Class 15 contains 226876 members 
Mstep: Class 16 contains 310981 members 
Mstep: Class 17 contains 6794 members 
Mstep: Class 18 contains 110397 members 
Mstep: Class 19 contains 100416 members 
Mstep: Class 20 contains 9265 members 
Mstep: Class 21 contains 233185 members 
Mstep: Class 22 contains 31288 members 
Mstep: Class 23 contains 41282 members 
Mstep: Class 24 contains 4548 members 
Mstep: Class 25 contains 16899 members 
Mstep: Class 26 contains 4990 members 
Mstep: Class 27 contains 9977 members 
Mstep: Class 28 contains 12263 members 
Mstep: Class 29 contains 11874 members 
Mstep: Class 30 contains 3817 members 
Mstep: Class 31 contains 6281 members 
Mstep: Class 32 contains 13403 members 
Mstep: Class 33 contains 21395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157613600.000000 Penalty: 117273.000000
Iteration 42Q: 34 clusters Score -1.576136e+08 nChanged 12214
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 9440 members 
Mstep: Class 3 contains 28210 members 
Mstep: Class 4 contains 7455 members 
Mstep: Class 5 contains 12861 members 
Mstep: Class 6 contains 142869 members 
Mstep: Class 7 contains 65469 members 
Mstep: Class 8 contains 7315 members 
Mstep: Class 9 contains 27427 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 8420 members 
Mstep: Class 12 contains 28568 members 
Mstep: Class 13 contains 112047 members 
Mstep: Class 14 contains 29714 members 
Mstep: Class 15 contains 226514 members 
Mstep: Class 16 contains 310780 members 
Mstep: Class 17 contains 7279 members 
Mstep: Class 18 contains 110627 members 
Mstep: Class 19 contains 100425 members 
Mstep: Class 20 contains 9320 members 
Mstep: Class 21 contains 232532 members 
Mstep: Class 22 contains 30985 members 
Mstep: Class 23 contains 41193 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 17258 members 
Mstep: Class 26 contains 5287 members 
Mstep: Class 27 contains 10704 members 
Mstep: Class 28 contains 12311 members 
Mstep: Class 29 contains 12015 members 
Mstep: Class 30 contains 4077 members 
Mstep: Class 31 contains 6821 members 
Mstep: Class 32 contains 13597 members 
Mstep: Class 33 contains 21650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157617408.000000 Penalty: 117273.000000
Iteration 43Q: 34 clusters Score -1.576174e+08 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 9456 members 
Mstep: Class 3 contains 27361 members 
Mstep: Class 4 contains 7691 members 
Mstep: Class 5 contains 13429 members 
Mstep: Class 6 contains 142348 members 
Mstep: Class 7 contains 65414 members 
Mstep: Class 8 contains 7413 members 
Mstep: Class 9 contains 27543 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 8597 members 
Mstep: Class 12 contains 28271 members 
Mstep: Class 13 contains 111135 members 
Mstep: Class 14 contains 29622 members 
Mstep: Class 15 contains 226201 members 
Mstep: Class 16 contains 310562 members 
Mstep: Class 17 contains 7762 members 
Mstep: Class 18 contains 110931 members 
Mstep: Class 19 contains 100455 members 
Mstep: Class 20 contains 9386 members 
Mstep: Class 21 contains 231903 members 
Mstep: Class 22 contains 30642 members 
Mstep: Class 23 contains 41133 members 
Mstep: Class 24 contains 4710 members 
Mstep: Class 25 contains 17678 members 
Mstep: Class 26 contains 5509 members 
Mstep: Class 27 contains 11267 members 
Mstep: Class 28 contains 12377 members 
Mstep: Class 29 contains 12141 members 
Mstep: Class 30 contains 4280 members 
Mstep: Class 31 contains 7268 members 
Mstep: Class 32 contains 13729 members 
Mstep: Class 33 contains 21893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157619744.000000 Penalty: 117273.000000
Iteration 44Q: 34 clusters Score -1.576197e+08 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 9491 members 
Mstep: Class 3 contains 26563 members 
Mstep: Class 4 contains 7871 members 
Mstep: Class 5 contains 14015 members 
Mstep: Class 6 contains 141974 members 
Mstep: Class 7 contains 65369 members 
Mstep: Class 8 contains 7547 members 
Mstep: Class 9 contains 27664 members 
Mstep: Class 10 contains 2436 members 
Mstep: Class 11 contains 8763 members 
Mstep: Class 12 contains 28022 members 
Mstep: Class 13 contains 110289 members 
Mstep: Class 14 contains 29552 members 
Mstep: Class 15 contains 225923 members 
Mstep: Class 16 contains 310277 members 
Mstep: Class 17 contains 8257 members 
Mstep: Class 18 contains 111277 members 
Mstep: Class 19 contains 100473 members 
Mstep: Class 20 contains 9439 members 
Mstep: Class 21 contains 231397 members 
Mstep: Class 22 contains 30271 members 
Mstep: Class 23 contains 41084 members 
Mstep: Class 24 contains 4795 members 
Mstep: Class 25 contains 18064 members 
Mstep: Class 26 contains 5721 members 
Mstep: Class 27 contains 11692 members 
Mstep: Class 28 contains 12485 members 
Mstep: Class 29 contains 12209 members 
Mstep: Class 30 contains 4440 members 
Mstep: Class 31 contains 7627 members 
Mstep: Class 32 contains 13822 members 
Mstep: Class 33 contains 22080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157621872.000000 Penalty: 117273.000000
Iteration 45Q: 34 clusters Score -1.576219e+08 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 9510 members 
Mstep: Class 3 contains 25778 members 
Mstep: Class 4 contains 8003 members 
Mstep: Class 5 contains 14521 members 
Mstep: Class 6 contains 141693 members 
Mstep: Class 7 contains 65344 members 
Mstep: Class 8 contains 7727 members 
Mstep: Class 9 contains 27756 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 8915 members 
Mstep: Class 12 contains 27780 members 
Mstep: Class 13 contains 109449 members 
Mstep: Class 14 contains 29526 members 
Mstep: Class 15 contains 225686 members 
Mstep: Class 16 contains 310039 members 
Mstep: Class 17 contains 8720 members 
Mstep: Class 18 contains 111736 members 
Mstep: Class 19 contains 100530 members 
Mstep: Class 20 contains 9512 members 
Mstep: Class 21 contains 230928 members 
Mstep: Class 22 contains 29882 members 
Mstep: Class 23 contains 41018 members 
Mstep: Class 24 contains 4850 members 
Mstep: Class 25 contains 18463 members 
Mstep: Class 26 contains 5925 members 
Mstep: Class 27 contains 12032 members 
Mstep: Class 28 contains 12597 members 
Mstep: Class 29 contains 12258 members 
Mstep: Class 30 contains 4559 members 
Mstep: Class 31 contains 7919 members 
Mstep: Class 32 contains 13894 members 
Mstep: Class 33 contains 22228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157623824.000000 Penalty: 117273.000000
Iteration 46Q: 34 clusters Score -1.576238e+08 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 9533 members 
Mstep: Class 3 contains 25069 members 
Mstep: Class 4 contains 8117 members 
Mstep: Class 5 contains 15128 members 
Mstep: Class 6 contains 141526 members 
Mstep: Class 7 contains 65335 members 
Mstep: Class 8 contains 7896 members 
Mstep: Class 9 contains 27824 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 9029 members 
Mstep: Class 12 contains 27575 members 
Mstep: Class 13 contains 108614 members 
Mstep: Class 14 contains 29494 members 
Mstep: Class 15 contains 225447 members 
Mstep: Class 16 contains 309753 members 
Mstep: Class 17 contains 9165 members 
Mstep: Class 18 contains 112254 members 
Mstep: Class 19 contains 100571 members 
Mstep: Class 20 contains 9602 members 
Mstep: Class 21 contains 230434 members 
Mstep: Class 22 contains 29485 members 
Mstep: Class 23 contains 40956 members 
Mstep: Class 24 contains 4882 members 
Mstep: Class 25 contains 18869 members 
Mstep: Class 26 contains 6113 members 
Mstep: Class 27 contains 12290 members 
Mstep: Class 28 contains 12729 members 
Mstep: Class 29 contains 12311 members 
Mstep: Class 30 contains 4658 members 
Mstep: Class 31 contains 8163 members 
Mstep: Class 32 contains 13960 members 
Mstep: Class 33 contains 22346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157626176.000000 Penalty: 117273.000000
Iteration 47Q: 34 clusters Score -1.576262e+08 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 9530 members 
Mstep: Class 3 contains 24382 members 
Mstep: Class 4 contains 8202 members 
Mstep: Class 5 contains 15768 members 
Mstep: Class 6 contains 141411 members 
Mstep: Class 7 contains 65316 members 
Mstep: Class 8 contains 8018 members 
Mstep: Class 9 contains 27900 members 
Mstep: Class 10 contains 2690 members 
Mstep: Class 11 contains 9116 members 
Mstep: Class 12 contains 27416 members 
Mstep: Class 13 contains 107808 members 
Mstep: Class 14 contains 29495 members 
Mstep: Class 15 contains 225248 members 
Mstep: Class 16 contains 309489 members 
Mstep: Class 17 contains 9634 members 
Mstep: Class 18 contains 112780 members 
Mstep: Class 19 contains 100632 members 
Mstep: Class 20 contains 9705 members 
Mstep: Class 21 contains 229985 members 
Mstep: Class 22 contains 29038 members 
Mstep: Class 23 contains 40864 members 
Mstep: Class 24 contains 4937 members 
Mstep: Class 25 contains 19246 members 
Mstep: Class 26 contains 6296 members 
Mstep: Class 27 contains 12468 members 
Mstep: Class 28 contains 12858 members 
Mstep: Class 29 contains 12350 members 
Mstep: Class 30 contains 4754 members 
Mstep: Class 31 contains 8350 members 
Mstep: Class 32 contains 14003 members 
Mstep: Class 33 contains 22433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157627600.000000 Penalty: 117273.000000
Iteration 48Q: 34 clusters Score -1.576276e+08 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 9519 members 
Mstep: Class 3 contains 23750 members 
Mstep: Class 4 contains 8283 members 
Mstep: Class 5 contains 16409 members 
Mstep: Class 6 contains 141332 members 
Mstep: Class 7 contains 65297 members 
Mstep: Class 8 contains 8134 members 
Mstep: Class 9 contains 27962 members 
Mstep: Class 10 contains 2762 members 
Mstep: Class 11 contains 9198 members 
Mstep: Class 12 contains 27265 members 
Mstep: Class 13 contains 107023 members 
Mstep: Class 14 contains 29541 members 
Mstep: Class 15 contains 225067 members 
Mstep: Class 16 contains 309235 members 
Mstep: Class 17 contains 10076 members 
Mstep: Class 18 contains 113347 members 
Mstep: Class 19 contains 100683 members 
Mstep: Class 20 contains 9794 members 
Mstep: Class 21 contains 229668 members 
Mstep: Class 22 contains 28522 members 
Mstep: Class 23 contains 40760 members 
Mstep: Class 24 contains 4997 members 
Mstep: Class 25 contains 19597 members 
Mstep: Class 26 contains 6432 members 
Mstep: Class 27 contains 12618 members 
Mstep: Class 28 contains 12988 members 
Mstep: Class 29 contains 12368 members 
Mstep: Class 30 contains 4830 members 
Mstep: Class 31 contains 8492 members 
Mstep: Class 32 contains 14040 members 
Mstep: Class 33 contains 22498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157629296.000000 Penalty: 117273.000000
Iteration 49Q: 34 clusters Score -1.576293e+08 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9508 members 
Mstep: Class 3 contains 23199 members 
Mstep: Class 4 contains 8342 members 
Mstep: Class 5 contains 17044 members 
Mstep: Class 6 contains 141282 members 
Mstep: Class 7 contains 65285 members 
Mstep: Class 8 contains 8248 members 
Mstep: Class 9 contains 28024 members 
Mstep: Class 10 contains 2816 members 
Mstep: Class 11 contains 9265 members 
Mstep: Class 12 contains 27128 members 
Mstep: Class 13 contains 106176 members 
Mstep: Class 14 contains 29611 members 
Mstep: Class 15 contains 224943 members 
Mstep: Class 16 contains 308985 members 
Mstep: Class 17 contains 10563 members 
Mstep: Class 18 contains 113957 members 
Mstep: Class 19 contains 100741 members 
Mstep: Class 20 contains 9874 members 
Mstep: Class 21 contains 229376 members 
Mstep: Class 22 contains 28005 members 
Mstep: Class 23 contains 40638 members 
Mstep: Class 24 contains 5047 members 
Mstep: Class 25 contains 19902 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 12746 members 
Mstep: Class 28 contains 13074 members 
Mstep: Class 29 contains 12391 members 
Mstep: Class 30 contains 4896 members 
Mstep: Class 31 contains 8622 members 
Mstep: Class 32 contains 14080 members 
Mstep: Class 33 contains 22539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157631264.000000 Penalty: 117273.000000
Iteration 50Q: 34 clusters Score -1.576313e+08 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 9499 members 
Mstep: Class 3 contains 22733 members 
Mstep: Class 4 contains 8401 members 
Mstep: Class 5 contains 17593 members 
Mstep: Class 6 contains 141259 members 
Mstep: Class 7 contains 65275 members 
Mstep: Class 8 contains 8330 members 
Mstep: Class 9 contains 28082 members 
Mstep: Class 10 contains 2873 members 
Mstep: Class 11 contains 9330 members 
Mstep: Class 12 contains 27017 members 
Mstep: Class 13 contains 105286 members 
Mstep: Class 14 contains 29675 members 
Mstep: Class 15 contains 224793 members 
Mstep: Class 16 contains 308759 members 
Mstep: Class 17 contains 11011 members 
Mstep: Class 18 contains 114643 members 
Mstep: Class 19 contains 100797 members 
Mstep: Class 20 contains 9960 members 
Mstep: Class 21 contains 229118 members 
Mstep: Class 22 contains 27525 members 
Mstep: Class 23 contains 40534 members 
Mstep: Class 24 contains 5090 members 
Mstep: Class 25 contains 20142 members 
Mstep: Class 26 contains 6638 members 
Mstep: Class 27 contains 12868 members 
Mstep: Class 28 contains 13153 members 
Mstep: Class 29 contains 12419 members 
Mstep: Class 30 contains 4931 members 
Mstep: Class 31 contains 8732 members 
Mstep: Class 32 contains 14109 members 
Mstep: Class 33 contains 22546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157633280.000000 Penalty: 117273.000000
Iteration 51Q: 34 clusters Score -1.576333e+08 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 9468 members 
Mstep: Class 3 contains 22351 members 
Mstep: Class 4 contains 8446 members 
Mstep: Class 5 contains 18045 members 
Mstep: Class 6 contains 141314 members 
Mstep: Class 7 contains 65262 members 
Mstep: Class 8 contains 8416 members 
Mstep: Class 9 contains 28125 members 
Mstep: Class 10 contains 2930 members 
Mstep: Class 11 contains 9362 members 
Mstep: Class 12 contains 26887 members 
Mstep: Class 13 contains 104375 members 
Mstep: Class 14 contains 29766 members 
Mstep: Class 15 contains 224690 members 
Mstep: Class 16 contains 308502 members 
Mstep: Class 17 contains 11437 members 
Mstep: Class 18 contains 115375 members 
Mstep: Class 19 contains 100830 members 
Mstep: Class 20 contains 10051 members 
Mstep: Class 21 contains 228902 members 
Mstep: Class 22 contains 27043 members 
Mstep: Class 23 contains 40411 members 
Mstep: Class 24 contains 5116 members 
Mstep: Class 25 contains 20364 members 
Mstep: Class 26 contains 6727 members 
Mstep: Class 27 contains 12965 members 
Mstep: Class 28 contains 13241 members 
Mstep: Class 29 contains 12441 members 
Mstep: Class 30 contains 4956 members 
Mstep: Class 31 contains 8841 members 
Mstep: Class 32 contains 14125 members 
Mstep: Class 33 contains 22569 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 34 clusters Score -1.57635e+08 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 9452 members 
Mstep: Class 3 contains 22071 members 
Mstep: Class 4 contains 8485 members 
Mstep: Class 5 contains 18343 members 
Mstep: Class 6 contains 141365 members 
Mstep: Class 7 contains 65265 members 
Mstep: Class 8 contains 8502 members 
Mstep: Class 9 contains 28198 members 
Mstep: Class 10 contains 2979 members 
Mstep: Class 11 contains 9416 members 
Mstep: Class 12 contains 26777 members 
Mstep: Class 13 contains 103380 members 
Mstep: Class 14 contains 29881 members 
Mstep: Class 15 contains 224597 members 
Mstep: Class 16 contains 308271 members 
Mstep: Class 17 contains 11873 members 
Mstep: Class 18 contains 116193 members 
Mstep: Class 19 contains 100864 members 
Mstep: Class 20 contains 10144 members 
Mstep: Class 21 contains 228719 members 
Mstep: Class 22 contains 26527 members 
Mstep: Class 23 contains 40253 members 
Mstep: Class 24 contains 5139 members 
Mstep: Class 25 contains 20551 members 
Mstep: Class 26 contains 6786 members 
Mstep: Class 27 contains 13059 members 
Mstep: Class 28 contains 13307 members 
Mstep: Class 29 contains 12460 members 
Mstep: Class 30 contains 4984 members 
Mstep: Class 31 contains 8924 members 
Mstep: Class 32 contains 14130 members 
Mstep: Class 33 contains 22569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157636656.000000 Penalty: 117273.000000
Iteration 53Q: 34 clusters Score -1.576367e+08 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 9439 members 
Mstep: Class 3 contains 21832 members 
Mstep: Class 4 contains 8515 members 
Mstep: Class 5 contains 18547 members 
Mstep: Class 6 contains 141483 members 
Mstep: Class 7 contains 65266 members 
Mstep: Class 8 contains 8559 members 
Mstep: Class 9 contains 28233 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 9459 members 
Mstep: Class 12 contains 26705 members 
Mstep: Class 13 contains 102350 members 
Mstep: Class 14 contains 30068 members 
Mstep: Class 15 contains 224548 members 
Mstep: Class 16 contains 308091 members 
Mstep: Class 17 contains 12236 members 
Mstep: Class 18 contains 117101 members 
Mstep: Class 19 contains 100888 members 
Mstep: Class 20 contains 10239 members 
Mstep: Class 21 contains 228540 members 
Mstep: Class 22 contains 26034 members 
Mstep: Class 23 contains 40056 members 
Mstep: Class 24 contains 5167 members 
Mstep: Class 25 contains 20732 members 
Mstep: Class 26 contains 6838 members 
Mstep: Class 27 contains 13142 members 
Mstep: Class 28 contains 13345 members 
Mstep: Class 29 contains 12470 members 
Mstep: Class 30 contains 5006 members 
Mstep: Class 31 contains 8983 members 
Mstep: Class 32 contains 14143 members 
Mstep: Class 33 contains 22537 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 34 clusters Score -1.576381e+08 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 9417 members 
Mstep: Class 3 contains 21673 members 
Mstep: Class 4 contains 8538 members 
Mstep: Class 5 contains 18665 members 
Mstep: Class 6 contains 141584 members 
Mstep: Class 7 contains 65273 members 
Mstep: Class 8 contains 8607 members 
Mstep: Class 9 contains 28273 members 
Mstep: Class 10 contains 3037 members 
Mstep: Class 11 contains 9509 members 
Mstep: Class 12 contains 26597 members 
Mstep: Class 13 contains 101286 members 
Mstep: Class 14 contains 30283 members 
Mstep: Class 15 contains 224500 members 
Mstep: Class 16 contains 307907 members 
Mstep: Class 17 contains 12584 members 
Mstep: Class 18 contains 118060 members 
Mstep: Class 19 contains 100906 members 
Mstep: Class 20 contains 10335 members 
Mstep: Class 21 contains 228380 members 
Mstep: Class 22 contains 25573 members 
Mstep: Class 23 contains 39842 members 
Mstep: Class 24 contains 5197 members 
Mstep: Class 25 contains 20900 members 
Mstep: Class 26 contains 6895 members 
Mstep: Class 27 contains 13217 members 
Mstep: Class 28 contains 13374 members 
Mstep: Class 29 contains 12487 members 
Mstep: Class 30 contains 5021 members 
Mstep: Class 31 contains 9043 members 
Mstep: Class 32 contains 14155 members 
Mstep: Class 33 contains 22495 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 34 clusters Score -1.576396e+08 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 9402 members 
Mstep: Class 3 contains 21509 members 
Mstep: Class 4 contains 8559 members 
Mstep: Class 5 contains 18750 members 
Mstep: Class 6 contains 141686 members 
Mstep: Class 7 contains 65280 members 
Mstep: Class 8 contains 8681 members 
Mstep: Class 9 contains 28289 members 
Mstep: Class 10 contains 3066 members 
Mstep: Class 11 contains 9547 members 
Mstep: Class 12 contains 26459 members 
Mstep: Class 13 contains 100198 members 
Mstep: Class 14 contains 30530 members 
Mstep: Class 15 contains 224453 members 
Mstep: Class 16 contains 307718 members 
Mstep: Class 17 contains 12885 members 
Mstep: Class 18 contains 119070 members 
Mstep: Class 19 contains 100939 members 
Mstep: Class 20 contains 10410 members 
Mstep: Class 21 contains 228233 members 
Mstep: Class 22 contains 25169 members 
Mstep: Class 23 contains 39600 members 
Mstep: Class 24 contains 5228 members 
Mstep: Class 25 contains 21057 members 
Mstep: Class 26 contains 6940 members 
Mstep: Class 27 contains 13276 members 
Mstep: Class 28 contains 13405 members 
Mstep: Class 29 contains 12517 members 
Mstep: Class 30 contains 5032 members 
Mstep: Class 31 contains 9086 members 
Mstep: Class 32 contains 14165 members 
Mstep: Class 33 contains 22480 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 34 clusters Score -1.576405e+08 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 9384 members 
Mstep: Class 3 contains 21360 members 
Mstep: Class 4 contains 8580 members 
Mstep: Class 5 contains 18797 members 
Mstep: Class 6 contains 141749 members 
Mstep: Class 7 contains 65277 members 
Mstep: Class 8 contains 8749 members 
Mstep: Class 9 contains 28298 members 
Mstep: Class 10 contains 3090 members 
Mstep: Class 11 contains 9575 members 
Mstep: Class 12 contains 26344 members 
Mstep: Class 13 contains 99089 members 
Mstep: Class 14 contains 30773 members 
Mstep: Class 15 contains 224416 members 
Mstep: Class 16 contains 307572 members 
Mstep: Class 17 contains 13148 members 
Mstep: Class 18 contains 120127 members 
Mstep: Class 19 contains 100961 members 
Mstep: Class 20 contains 10473 members 
Mstep: Class 21 contains 228075 members 
Mstep: Class 22 contains 24844 members 
Mstep: Class 23 contains 39378 members 
Mstep: Class 24 contains 5246 members 
Mstep: Class 25 contains 21252 members 
Mstep: Class 26 contains 7000 members 
Mstep: Class 27 contains 13321 members 
Mstep: Class 28 contains 13425 members 
Mstep: Class 29 contains 12530 members 
Mstep: Class 30 contains 5046 members 
Mstep: Class 31 contains 9108 members 
Mstep: Class 32 contains 14173 members 
Mstep: Class 33 contains 22462 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 34 clusters Score -1.576414e+08 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 9372 members 
Mstep: Class 3 contains 21257 members 
Mstep: Class 4 contains 8609 members 
Mstep: Class 5 contains 18823 members 
Mstep: Class 6 contains 141789 members 
Mstep: Class 7 contains 65273 members 
Mstep: Class 8 contains 8811 members 
Mstep: Class 9 contains 28308 members 
Mstep: Class 10 contains 3111 members 
Mstep: Class 11 contains 9607 members 
Mstep: Class 12 contains 26214 members 
Mstep: Class 13 contains 97934 members 
Mstep: Class 14 contains 30992 members 
Mstep: Class 15 contains 224383 members 
Mstep: Class 16 contains 307463 members 
Mstep: Class 17 contains 13391 members 
Mstep: Class 18 contains 121218 members 
Mstep: Class 19 contains 100973 members 
Mstep: Class 20 contains 10527 members 
Mstep: Class 21 contains 227898 members 
Mstep: Class 22 contains 24706 members 
Mstep: Class 23 contains 39092 members 
Mstep: Class 24 contains 5262 members 
Mstep: Class 25 contains 21432 members 
Mstep: Class 26 contains 7048 members 
Mstep: Class 27 contains 13344 members 
Mstep: Class 28 contains 13428 members 
Mstep: Class 29 contains 12538 members 
Mstep: Class 30 contains 5058 members 
Mstep: Class 31 contains 9129 members 
Mstep: Class 32 contains 14189 members 
Mstep: Class 33 contains 22445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157641872.000000 Penalty: 117273.000000
Iteration 58Q: 34 clusters Score -1.576419e+08 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 9364 members 
Mstep: Class 3 contains 21166 members 
Mstep: Class 4 contains 8635 members 
Mstep: Class 5 contains 18825 members 
Mstep: Class 6 contains 141780 members 
Mstep: Class 7 contains 65262 members 
Mstep: Class 8 contains 8841 members 
Mstep: Class 9 contains 28305 members 
Mstep: Class 10 contains 3130 members 
Mstep: Class 11 contains 9638 members 
Mstep: Class 12 contains 26083 members 
Mstep: Class 13 contains 96718 members 
Mstep: Class 14 contains 31173 members 
Mstep: Class 15 contains 224361 members 
Mstep: Class 16 contains 307385 members 
Mstep: Class 17 contains 13636 members 
Mstep: Class 18 contains 122367 members 
Mstep: Class 19 contains 100980 members 
Mstep: Class 20 contains 10580 members 
Mstep: Class 21 contains 227766 members 
Mstep: Class 22 contains 24685 members 
Mstep: Class 23 contains 38780 members 
Mstep: Class 24 contains 5277 members 
Mstep: Class 25 contains 21568 members 
Mstep: Class 26 contains 7116 members 
Mstep: Class 27 contains 13365 members 
Mstep: Class 28 contains 13426 members 
Mstep: Class 29 contains 12545 members 
Mstep: Class 30 contains 5070 members 
Mstep: Class 31 contains 9164 members 
Mstep: Class 32 contains 14205 members 
Mstep: Class 33 contains 22431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157643072.000000 Penalty: 117273.000000
Iteration 59Q: 34 clusters Score -1.576431e+08 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 9348 members 
Mstep: Class 3 contains 21093 members 
Mstep: Class 4 contains 8656 members 
Mstep: Class 5 contains 18820 members 
Mstep: Class 6 contains 141765 members 
Mstep: Class 7 contains 65260 members 
Mstep: Class 8 contains 8871 members 
Mstep: Class 9 contains 28322 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 9663 members 
Mstep: Class 12 contains 25976 members 
Mstep: Class 13 contains 95360 members 
Mstep: Class 14 contains 31318 members 
Mstep: Class 15 contains 224341 members 
Mstep: Class 16 contains 307310 members 
Mstep: Class 17 contains 13867 members 
Mstep: Class 18 contains 123660 members 
Mstep: Class 19 contains 100998 members 
Mstep: Class 20 contains 10630 members 
Mstep: Class 21 contains 227614 members 
Mstep: Class 22 contains 24728 members 
Mstep: Class 23 contains 38493 members 
Mstep: Class 24 contains 5285 members 
Mstep: Class 25 contains 21678 members 
Mstep: Class 26 contains 7173 members 
Mstep: Class 27 contains 13391 members 
Mstep: Class 28 contains 13439 members 
Mstep: Class 29 contains 12545 members 
Mstep: Class 30 contains 5081 members 
Mstep: Class 31 contains 9185 members 
Mstep: Class 32 contains 14213 members 
Mstep: Class 33 contains 22386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157643824.000000 Penalty: 117273.000000
Iteration 60F: 34 clusters Score -1.576438e+08 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 9315 members 
Mstep: Class 3 contains 20915 members 
Mstep: Class 4 contains 8689 members 
Mstep: Class 5 contains 18918 members 
Mstep: Class 6 contains 141722 members 
Mstep: Class 7 contains 65264 members 
Mstep: Class 8 contains 8974 members 
Mstep: Class 9 contains 28345 members 
Mstep: Class 10 contains 3191 members 
Mstep: Class 11 contains 9695 members 
Mstep: Class 12 contains 25905 members 
Mstep: Class 13 contains 93858 members 
Mstep: Class 14 contains 31371 members 
Mstep: Class 15 contains 224296 members 
Mstep: Class 16 contains 307211 members 
Mstep: Class 17 contains 14124 members 
Mstep: Class 18 contains 125037 members 
Mstep: Class 19 contains 101005 members 
Mstep: Class 20 contains 10678 members 
Mstep: Class 21 contains 227448 members 
Mstep: Class 22 contains 24841 members 
Mstep: Class 23 contains 38182 members 
Mstep: Class 24 contains 5285 members 
Mstep: Class 25 contains 21841 members 
Mstep: Class 26 contains 7256 members 
Mstep: Class 27 contains 13414 members 
Mstep: Class 28 contains 13450 members 
Mstep: Class 29 contains 12544 members 
Mstep: Class 30 contains 5089 members 
Mstep: Class 31 contains 9256 members 
Mstep: Class 32 contains 14221 members 
Mstep: Class 33 contains 22258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157644752.000000 Penalty: 117273.000000
Iteration 61Q: 34 clusters Score -1.576448e+08 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 9287 members 
Mstep: Class 3 contains 20757 members 
Mstep: Class 4 contains 8724 members 
Mstep: Class 5 contains 18958 members 
Mstep: Class 6 contains 141720 members 
Mstep: Class 7 contains 65267 members 
Mstep: Class 8 contains 9086 members 
Mstep: Class 9 contains 28340 members 
Mstep: Class 10 contains 3213 members 
Mstep: Class 11 contains 9726 members 
Mstep: Class 12 contains 25828 members 
Mstep: Class 13 contains 92350 members 
Mstep: Class 14 contains 31408 members 
Mstep: Class 15 contains 224253 members 
Mstep: Class 16 contains 307104 members 
Mstep: Class 17 contains 14362 members 
Mstep: Class 18 contains 126459 members 
Mstep: Class 19 contains 101018 members 
Mstep: Class 20 contains 10723 members 
Mstep: Class 21 contains 227294 members 
Mstep: Class 22 contains 24935 members 
Mstep: Class 23 contains 37876 members 
Mstep: Class 24 contains 5288 members 
Mstep: Class 25 contains 22016 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 13430 members 
Mstep: Class 28 contains 13457 members 
Mstep: Class 29 contains 12546 members 
Mstep: Class 30 contains 5094 members 
Mstep: Class 31 contains 9310 members 
Mstep: Class 32 contains 14234 members 
Mstep: Class 33 contains 22171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157645280.000000 Penalty: 117273.000000
Iteration 62Q: 34 clusters Score -1.576453e+08 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 9259 members 
Mstep: Class 3 contains 20631 members 
Mstep: Class 4 contains 8757 members 
Mstep: Class 5 contains 18991 members 
Mstep: Class 6 contains 141720 members 
Mstep: Class 7 contains 65259 members 
Mstep: Class 8 contains 9177 members 
Mstep: Class 9 contains 28324 members 
Mstep: Class 10 contains 3236 members 
Mstep: Class 11 contains 9748 members 
Mstep: Class 12 contains 25745 members 
Mstep: Class 13 contains 90822 members 
Mstep: Class 14 contains 31417 members 
Mstep: Class 15 contains 224210 members 
Mstep: Class 16 contains 307004 members 
Mstep: Class 17 contains 14586 members 
Mstep: Class 18 contains 127944 members 
Mstep: Class 19 contains 101035 members 
Mstep: Class 20 contains 10775 members 
Mstep: Class 21 contains 227176 members 
Mstep: Class 22 contains 25039 members 
Mstep: Class 23 contains 37622 members 
Mstep: Class 24 contains 5293 members 
Mstep: Class 25 contains 22137 members 
Mstep: Class 26 contains 7431 members 
Mstep: Class 27 contains 13436 members 
Mstep: Class 28 contains 13455 members 
Mstep: Class 29 contains 12545 members 
Mstep: Class 30 contains 5101 members 
Mstep: Class 31 contains 9352 members 
Mstep: Class 32 contains 14246 members 
Mstep: Class 33 contains 22090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157646160.000000 Penalty: 117273.000000
Iteration 63Q: 34 clusters Score -1.576462e+08 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 9237 members 
Mstep: Class 3 contains 20508 members 
Mstep: Class 4 contains 8788 members 
Mstep: Class 5 contains 19022 members 
Mstep: Class 6 contains 141721 members 
Mstep: Class 7 contains 65258 members 
Mstep: Class 8 contains 9241 members 
Mstep: Class 9 contains 28310 members 
Mstep: Class 10 contains 3261 members 
Mstep: Class 11 contains 9759 members 
Mstep: Class 12 contains 25681 members 
Mstep: Class 13 contains 89260 members 
Mstep: Class 14 contains 31416 members 
Mstep: Class 15 contains 224173 members 
Mstep: Class 16 contains 306925 members 
Mstep: Class 17 contains 14767 members 
Mstep: Class 18 contains 129464 members 
Mstep: Class 19 contains 101053 members 
Mstep: Class 20 contains 10822 members 
Mstep: Class 21 contains 227065 members 
Mstep: Class 22 contains 25225 members 
Mstep: Class 23 contains 37350 members 
Mstep: Class 24 contains 5295 members 
Mstep: Class 25 contains 22226 members 
Mstep: Class 26 contains 7513 members 
Mstep: Class 27 contains 13449 members 
Mstep: Class 28 contains 13458 members 
Mstep: Class 29 contains 12546 members 
Mstep: Class 30 contains 5105 members 
Mstep: Class 31 contains 9392 members 
Mstep: Class 32 contains 14251 members 
Mstep: Class 33 contains 21998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157646912.000000 Penalty: 117273.000000
Iteration 64Q: 34 clusters Score -1.576469e+08 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 9218 members 
Mstep: Class 3 contains 20406 members 
Mstep: Class 4 contains 8817 members 
Mstep: Class 5 contains 19016 members 
Mstep: Class 6 contains 141729 members 
Mstep: Class 7 contains 65247 members 
Mstep: Class 8 contains 9313 members 
Mstep: Class 9 contains 28315 members 
Mstep: Class 10 contains 3278 members 
Mstep: Class 11 contains 9779 members 
Mstep: Class 12 contains 25636 members 
Mstep: Class 13 contains 87613 members 
Mstep: Class 14 contains 31414 members 
Mstep: Class 15 contains 224142 members 
Mstep: Class 16 contains 306863 members 
Mstep: Class 17 contains 14927 members 
Mstep: Class 18 contains 131054 members 
Mstep: Class 19 contains 101069 members 
Mstep: Class 20 contains 10859 members 
Mstep: Class 21 contains 226967 members 
Mstep: Class 22 contains 25419 members 
Mstep: Class 23 contains 37052 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 22304 members 
Mstep: Class 26 contains 7590 members 
Mstep: Class 27 contains 13452 members 
Mstep: Class 28 contains 13469 members 
Mstep: Class 29 contains 12552 members 
Mstep: Class 30 contains 5109 members 
Mstep: Class 31 contains 9432 members 
Mstep: Class 32 contains 14256 members 
Mstep: Class 33 contains 21922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157647408.000000 Penalty: 117273.000000
Iteration 65Q: 34 clusters Score -1.576474e+08 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 9205 members 
Mstep: Class 3 contains 20340 members 
Mstep: Class 4 contains 8841 members 
Mstep: Class 5 contains 19031 members 
Mstep: Class 6 contains 141728 members 
Mstep: Class 7 contains 65233 members 
Mstep: Class 8 contains 9372 members 
Mstep: Class 9 contains 28326 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 9795 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 85984 members 
Mstep: Class 14 contains 31395 members 
Mstep: Class 15 contains 224075 members 
Mstep: Class 16 contains 306811 members 
Mstep: Class 17 contains 15063 members 
Mstep: Class 18 contains 132647 members 
Mstep: Class 19 contains 101076 members 
Mstep: Class 20 contains 10882 members 
Mstep: Class 21 contains 226890 members 
Mstep: Class 22 contains 25646 members 
Mstep: Class 23 contains 36775 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 22384 members 
Mstep: Class 26 contains 7658 members 
Mstep: Class 27 contains 13450 members 
Mstep: Class 28 contains 13479 members 
Mstep: Class 29 contains 12560 members 
Mstep: Class 30 contains 5111 members 
Mstep: Class 31 contains 9455 members 
Mstep: Class 32 contains 14260 members 
Mstep: Class 33 contains 21839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157648160.000000 Penalty: 117273.000000
Iteration 66Q: 34 clusters Score -1.576482e+08 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 20280 members 
Mstep: Class 4 contains 8856 members 
Mstep: Class 5 contains 19044 members 
Mstep: Class 6 contains 141727 members 
Mstep: Class 7 contains 65223 members 
Mstep: Class 8 contains 9428 members 
Mstep: Class 9 contains 28331 members 
Mstep: Class 10 contains 3296 members 
Mstep: Class 11 contains 9811 members 
Mstep: Class 12 contains 25566 members 
Mstep: Class 13 contains 84295 members 
Mstep: Class 14 contains 31373 members 
Mstep: Class 15 contains 224005 members 
Mstep: Class 16 contains 306768 members 
Mstep: Class 17 contains 15180 members 
Mstep: Class 18 contains 134328 members 
Mstep: Class 19 contains 101087 members 
Mstep: Class 20 contains 10892 members 
Mstep: Class 21 contains 226807 members 
Mstep: Class 22 contains 25879 members 
Mstep: Class 23 contains 36517 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 22457 members 
Mstep: Class 26 contains 7738 members 
Mstep: Class 27 contains 13445 members 
Mstep: Class 28 contains 13485 members 
Mstep: Class 29 contains 12562 members 
Mstep: Class 30 contains 5113 members 
Mstep: Class 31 contains 9472 members 
Mstep: Class 32 contains 14265 members 
Mstep: Class 33 contains 21765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157648688.000000 Penalty: 117273.000000
Iteration 67Q: 34 clusters Score -1.576487e+08 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 9172 members 
Mstep: Class 3 contains 20224 members 
Mstep: Class 4 contains 8867 members 
Mstep: Class 5 contains 19060 members 
Mstep: Class 6 contains 141734 members 
Mstep: Class 7 contains 65220 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 28317 members 
Mstep: Class 10 contains 3306 members 
Mstep: Class 11 contains 9813 members 
Mstep: Class 12 contains 25529 members 
Mstep: Class 13 contains 82483 members 
Mstep: Class 14 contains 31351 members 
Mstep: Class 15 contains 223928 members 
Mstep: Class 16 contains 306743 members 
Mstep: Class 17 contains 15301 members 
Mstep: Class 18 contains 136150 members 
Mstep: Class 19 contains 101093 members 
Mstep: Class 20 contains 10907 members 
Mstep: Class 21 contains 226739 members 
Mstep: Class 22 contains 26123 members 
Mstep: Class 23 contains 36251 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 22514 members 
Mstep: Class 26 contains 7817 members 
Mstep: Class 27 contains 13445 members 
Mstep: Class 28 contains 13499 members 
Mstep: Class 29 contains 12564 members 
Mstep: Class 30 contains 5114 members 
Mstep: Class 31 contains 9470 members 
Mstep: Class 32 contains 14271 members 
Mstep: Class 33 contains 21687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157648720.000000 Penalty: 117273.000000
Iteration 68Q: 34 clusters Score -1.576487e+08 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 9160 members 
Mstep: Class 3 contains 20149 members 
Mstep: Class 4 contains 8884 members 
Mstep: Class 5 contains 19076 members 
Mstep: Class 6 contains 141748 members 
Mstep: Class 7 contains 65202 members 
Mstep: Class 8 contains 9487 members 
Mstep: Class 9 contains 28301 members 
Mstep: Class 10 contains 3314 members 
Mstep: Class 11 contains 9825 members 
Mstep: Class 12 contains 25503 members 
Mstep: Class 13 contains 80513 members 
Mstep: Class 14 contains 31320 members 
Mstep: Class 15 contains 223891 members 
Mstep: Class 16 contains 306730 members 
Mstep: Class 17 contains 15411 members 
Mstep: Class 18 contains 138123 members 
Mstep: Class 19 contains 101104 members 
Mstep: Class 20 contains 10917 members 
Mstep: Class 21 contains 226687 members 
Mstep: Class 22 contains 26376 members 
Mstep: Class 23 contains 35975 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 22566 members 
Mstep: Class 26 contains 7877 members 
Mstep: Class 27 contains 13446 members 
Mstep: Class 28 contains 13518 members 
Mstep: Class 29 contains 12572 members 
Mstep: Class 30 contains 5115 members 
Mstep: Class 31 contains 9476 members 
Mstep: Class 32 contains 14274 members 
Mstep: Class 33 contains 21608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157649440.000000 Penalty: 117273.000000
Iteration 69Q: 34 clusters Score -1.576494e+08 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 9149 members 
Mstep: Class 3 contains 20118 members 
Mstep: Class 4 contains 8908 members 
Mstep: Class 5 contains 19112 members 
Mstep: Class 6 contains 141734 members 
Mstep: Class 7 contains 65196 members 
Mstep: Class 8 contains 9501 members 
Mstep: Class 9 contains 28246 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 9839 members 
Mstep: Class 12 contains 25484 members 
Mstep: Class 13 contains 78405 members 
Mstep: Class 14 contains 31287 members 
Mstep: Class 15 contains 223833 members 
Mstep: Class 16 contains 306701 members 
Mstep: Class 17 contains 15503 members 
Mstep: Class 18 contains 140276 members 
Mstep: Class 19 contains 101114 members 
Mstep: Class 20 contains 10927 members 
Mstep: Class 21 contains 226651 members 
Mstep: Class 22 contains 26650 members 
Mstep: Class 23 contains 35686 members 
Mstep: Class 24 contains 5316 members 
Mstep: Class 25 contains 22609 members 
Mstep: Class 26 contains 7949 members 
Mstep: Class 27 contains 13448 members 
Mstep: Class 28 contains 13519 members 
Mstep: Class 29 contains 12573 members 
Mstep: Class 30 contains 5117 members 
Mstep: Class 31 contains 9480 members 
Mstep: Class 32 contains 14281 members 
Mstep: Class 33 contains 21506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157650208.000000 Penalty: 117273.000000
Iteration 70Q: 34 clusters Score -1.576502e+08 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 9138 members 
Mstep: Class 3 contains 20054 members 
Mstep: Class 4 contains 8928 members 
Mstep: Class 5 contains 19144 members 
Mstep: Class 6 contains 141752 members 
Mstep: Class 7 contains 65196 members 
Mstep: Class 8 contains 9524 members 
Mstep: Class 9 contains 28205 members 
Mstep: Class 10 contains 3330 members 
Mstep: Class 11 contains 9852 members 
Mstep: Class 12 contains 25462 members 
Mstep: Class 13 contains 76187 members 
Mstep: Class 14 contains 31269 members 
Mstep: Class 15 contains 223766 members 
Mstep: Class 16 contains 306690 members 
Mstep: Class 17 contains 15625 members 
Mstep: Class 18 contains 142495 members 
Mstep: Class 19 contains 101119 members 
Mstep: Class 20 contains 10924 members 
Mstep: Class 21 contains 226607 members 
Mstep: Class 22 contains 26913 members 
Mstep: Class 23 contains 35390 members 
Mstep: Class 24 contains 5317 members 
Mstep: Class 25 contains 22652 members 
Mstep: Class 26 contains 8019 members 
Mstep: Class 27 contains 13446 members 
Mstep: Class 28 contains 13541 members 
Mstep: Class 29 contains 12581 members 
Mstep: Class 30 contains 5118 members 
Mstep: Class 31 contains 9495 members 
Mstep: Class 32 contains 14287 members 
Mstep: Class 33 contains 21403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157650816.000000 Penalty: 117273.000000
Iteration 71Q: 34 clusters Score -1.576508e+08 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 9121 members 
Mstep: Class 3 contains 20030 members 
Mstep: Class 4 contains 8950 members 
Mstep: Class 5 contains 19190 members 
Mstep: Class 6 contains 141754 members 
Mstep: Class 7 contains 65201 members 
Mstep: Class 8 contains 9520 members 
Mstep: Class 9 contains 28173 members 
Mstep: Class 10 contains 3337 members 
Mstep: Class 11 contains 9867 members 
Mstep: Class 12 contains 25449 members 
Mstep: Class 13 contains 73819 members 
Mstep: Class 14 contains 31253 members 
Mstep: Class 15 contains 223679 members 
Mstep: Class 16 contains 306662 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 18 contains 144864 members 
Mstep: Class 19 contains 101128 members 
Mstep: Class 20 contains 10936 members 
Mstep: Class 21 contains 226570 members 
Mstep: Class 22 contains 27188 members 
Mstep: Class 23 contains 35071 members 
Mstep: Class 24 contains 5315 members 
Mstep: Class 25 contains 22698 members 
Mstep: Class 26 contains 8097 members 
Mstep: Class 27 contains 13444 members 
Mstep: Class 28 contains 13540 members 
Mstep: Class 29 contains 12584 members 
Mstep: Class 30 contains 5118 members 
Mstep: Class 31 contains 9506 members 
Mstep: Class 32 contains 14293 members 
Mstep: Class 33 contains 21303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157651104.000000 Penalty: 117273.000000
Iteration 72Q: 34 clusters Score -1.576511e+08 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 9109 members 
Mstep: Class 3 contains 20008 members 
Mstep: Class 4 contains 8970 members 
Mstep: Class 5 contains 19226 members 
Mstep: Class 6 contains 141746 members 
Mstep: Class 7 contains 65201 members 
Mstep: Class 8 contains 9520 members 
Mstep: Class 9 contains 28123 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 9873 members 
Mstep: Class 12 contains 25428 members 
Mstep: Class 13 contains 71370 members 
Mstep: Class 14 contains 31246 members 
Mstep: Class 15 contains 223604 members 
Mstep: Class 16 contains 306645 members 
Mstep: Class 17 contains 15872 members 
Mstep: Class 18 contains 147345 members 
Mstep: Class 19 contains 101126 members 
Mstep: Class 20 contains 10951 members 
Mstep: Class 21 contains 226530 members 
Mstep: Class 22 contains 27481 members 
Mstep: Class 23 contains 34731 members 
Mstep: Class 24 contains 5320 members 
Mstep: Class 25 contains 22734 members 
Mstep: Class 26 contains 8182 members 
Mstep: Class 27 contains 13439 members 
Mstep: Class 28 contains 13529 members 
Mstep: Class 29 contains 12587 members 
Mstep: Class 30 contains 5120 members 
Mstep: Class 31 contains 9523 members 
Mstep: Class 32 contains 14296 members 
Mstep: Class 33 contains 21209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157651104.000000 Penalty: 117273.000000
Iteration 73Q: 34 clusters Score -1.576511e+08 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 9096 members 
Mstep: Class 3 contains 19983 members 
Mstep: Class 4 contains 8987 members 
Mstep: Class 5 contains 19240 members 
Mstep: Class 6 contains 141741 members 
Mstep: Class 7 contains 65197 members 
Mstep: Class 8 contains 9530 members 
Mstep: Class 9 contains 28092 members 
Mstep: Class 10 contains 3351 members 
Mstep: Class 11 contains 9882 members 
Mstep: Class 12 contains 25406 members 
Mstep: Class 13 contains 68796 members 
Mstep: Class 14 contains 31248 members 
Mstep: Class 15 contains 223529 members 
Mstep: Class 16 contains 306619 members 
Mstep: Class 17 contains 15980 members 
Mstep: Class 18 contains 149938 members 
Mstep: Class 19 contains 101126 members 
Mstep: Class 20 contains 10968 members 
Mstep: Class 21 contains 226500 members 
Mstep: Class 22 contains 27790 members 
Mstep: Class 23 contains 34396 members 
Mstep: Class 24 contains 5325 members 
Mstep: Class 25 contains 22767 members 
Mstep: Class 26 contains 8281 members 
Mstep: Class 27 contains 13438 members 
Mstep: Class 28 contains 13523 members 
Mstep: Class 29 contains 12590 members 
Mstep: Class 30 contains 5121 members 
Mstep: Class 31 contains 9526 members 
Mstep: Class 32 contains 14301 members 
Mstep: Class 33 contains 21106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157651776.000000 Penalty: 117273.000000
Iteration 74Q: 34 clusters Score -1.576518e+08 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 9082 members 
Mstep: Class 3 contains 19956 members 
Mstep: Class 4 contains 8997 members 
Mstep: Class 5 contains 19278 members 
Mstep: Class 6 contains 141741 members 
Mstep: Class 7 contains 65182 members 
Mstep: Class 8 contains 9564 members 
Mstep: Class 9 contains 28023 members 
Mstep: Class 10 contains 3352 members 
Mstep: Class 11 contains 9894 members 
Mstep: Class 12 contains 25380 members 
Mstep: Class 13 contains 66121 members 
Mstep: Class 14 contains 31256 members 
Mstep: Class 15 contains 223459 members 
Mstep: Class 16 contains 306601 members 
Mstep: Class 17 contains 16095 members 
Mstep: Class 18 contains 152691 members 
Mstep: Class 19 contains 101128 members 
Mstep: Class 20 contains 10973 members 
Mstep: Class 21 contains 226457 members 
Mstep: Class 22 contains 28097 members 
Mstep: Class 23 contains 34043 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 22791 members 
Mstep: Class 26 contains 8384 members 
Mstep: Class 27 contains 13449 members 
Mstep: Class 28 contains 13519 members 
Mstep: Class 29 contains 12589 members 
Mstep: Class 30 contains 5121 members 
Mstep: Class 31 contains 9517 members 
Mstep: Class 32 contains 14306 members 
Mstep: Class 33 contains 20982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157652464.000000 Penalty: 117273.000000
Iteration 75Q: 34 clusters Score -1.576525e+08 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 9071 members 
Mstep: Class 3 contains 19899 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 19311 members 
Mstep: Class 6 contains 141734 members 
Mstep: Class 7 contains 65175 members 
Mstep: Class 8 contains 9584 members 
Mstep: Class 9 contains 27942 members 
Mstep: Class 10 contains 3353 members 
Mstep: Class 11 contains 9899 members 
Mstep: Class 12 contains 25349 members 
Mstep: Class 13 contains 63323 members 
Mstep: Class 14 contains 31253 members 
Mstep: Class 15 contains 223408 members 
Mstep: Class 16 contains 306606 members 
Mstep: Class 17 contains 16222 members 
Mstep: Class 18 contains 155570 members 
Mstep: Class 19 contains 101133 members 
Mstep: Class 20 contains 10976 members 
Mstep: Class 21 contains 226418 members 
Mstep: Class 22 contains 28453 members 
Mstep: Class 23 contains 33636 members 
Mstep: Class 24 contains 5340 members 
Mstep: Class 25 contains 22813 members 
Mstep: Class 26 contains 8497 members 
Mstep: Class 27 contains 13452 members 
Mstep: Class 28 contains 13503 members 
Mstep: Class 29 contains 12589 members 
Mstep: Class 30 contains 5122 members 
Mstep: Class 31 contains 9513 members 
Mstep: Class 32 contains 14316 members 
Mstep: Class 33 contains 20871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157653344.000000 Penalty: 117273.000000
Iteration 76Q: 34 clusters Score -1.576533e+08 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 9056 members 
Mstep: Class 3 contains 19846 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 19345 members 
Mstep: Class 6 contains 141719 members 
Mstep: Class 7 contains 65170 members 
Mstep: Class 8 contains 9601 members 
Mstep: Class 9 contains 27881 members 
Mstep: Class 10 contains 3353 members 
Mstep: Class 11 contains 9907 members 
Mstep: Class 12 contains 25336 members 
Mstep: Class 13 contains 60373 members 
Mstep: Class 14 contains 31248 members 
Mstep: Class 15 contains 223343 members 
Mstep: Class 16 contains 306608 members 
Mstep: Class 17 contains 16324 members 
Mstep: Class 18 contains 158583 members 
Mstep: Class 19 contains 101138 members 
Mstep: Class 20 contains 10979 members 
Mstep: Class 21 contains 226370 members 
Mstep: Class 22 contains 28877 members 
Mstep: Class 23 contains 33198 members 
Mstep: Class 24 contains 5347 members 
Mstep: Class 25 contains 22824 members 
Mstep: Class 26 contains 8616 members 
Mstep: Class 27 contains 13457 members 
Mstep: Class 28 contains 13498 members 
Mstep: Class 29 contains 12588 members 
Mstep: Class 30 contains 5124 members 
Mstep: Class 31 contains 9499 members 
Mstep: Class 32 contains 14321 members 
Mstep: Class 33 contains 20753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157654432.000000 Penalty: 117273.000000
Iteration 77Q: 34 clusters Score -1.576544e+08 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 9043 members 
Mstep: Class 3 contains 19806 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 19384 members 
Mstep: Class 6 contains 141726 members 
Mstep: Class 7 contains 65163 members 
Mstep: Class 8 contains 9591 members 
Mstep: Class 9 contains 27817 members 
Mstep: Class 10 contains 3356 members 
Mstep: Class 11 contains 9919 members 
Mstep: Class 12 contains 25313 members 
Mstep: Class 13 contains 57270 members 
Mstep: Class 14 contains 31233 members 
Mstep: Class 15 contains 223245 members 
Mstep: Class 16 contains 306594 members 
Mstep: Class 17 contains 16422 members 
Mstep: Class 18 contains 161761 members 
Mstep: Class 19 contains 101134 members 
Mstep: Class 20 contains 11006 members 
Mstep: Class 21 contains 226343 members 
Mstep: Class 22 contains 29340 members 
Mstep: Class 23 contains 32726 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 22834 members 
Mstep: Class 26 contains 8766 members 
Mstep: Class 27 contains 13454 members 
Mstep: Class 28 contains 13496 members 
Mstep: Class 29 contains 12589 members 
Mstep: Class 30 contains 5127 members 
Mstep: Class 31 contains 9484 members 
Mstep: Class 32 contains 14333 members 
Mstep: Class 33 contains 20597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157655248.000000 Penalty: 117273.000000
Iteration 78Q: 34 clusters Score -1.576552e+08 nChanged 5347
Entering ConstructFrom: 
Score: -157655248.000000 Penalty: 117273.000000
Entering ConstructFrom: 
Trying to split cluster 1 (8748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Entering Unmasked Estep 
Score: -808904.687500 Penalty: 2250.991943
	Iteration 0F: 2 clusters Score -808904.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -802044.312500 Penalty: 4501.983887
	Iteration 0F: 3 clusters Score -802044.3 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -804000.375000 Penalty: 4501.983887
	Iteration 1F: 3 clusters Score -804000.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -804292.062500 Penalty: 4501.983887
	Iteration 2F: 3 clusters Score -804292.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -804501.625000 Penalty: 4501.983887
	Iteration 3F: 3 clusters Score -804501.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -804667.250000 Penalty: 4501.983887
	Iteration 4Q: 3 clusters Score -804667.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -804840.812500 Penalty: 4501.983887
	Iteration 5Q: 3 clusters Score -804840.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -805011.500000 Penalty: 4501.983887
	Iteration 6Q: 3 clusters Score -805011.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -805188.437500 Penalty: 4501.983887
	Iteration 7Q: 3 clusters Score -805188.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -805381.937500 Penalty: 4501.983887
	Iteration 8Q: 3 clusters Score -805381.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -805591.187500 Penalty: 4501.983887
	Iteration 9Q: 3 clusters Score -805591.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -805769.875000 Penalty: 4501.983887
	Iteration 10Q: 3 clusters Score -805769.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -805940.187500 Penalty: 4501.983887
	Iteration 11Q: 3 clusters Score -805940.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -806099.937500 Penalty: 4501.983887
	Iteration 12Q: 3 clusters Score -806099.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -806245.125000 Penalty: 4501.983887
	Iteration 13Q: 3 clusters Score -806245.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -806392.125000 Penalty: 4501.983887
	Iteration 14Q: 3 clusters Score -806392.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -806502.687500 Penalty: 4501.983887
	Iteration 15Q: 3 clusters Score -806502.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -806600.437500 Penalty: 4501.983887
	Iteration 16Q: 3 clusters Score -806600.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -806689.437500 Penalty: 4501.983887
	Iteration 17Q: 3 clusters Score -806689.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -806750.312500 Penalty: 4501.983887
	Iteration 18Q: 3 clusters Score -806750.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -806810.250000 Penalty: 4501.983887
	Iteration 19Q: 3 clusters Score -806810.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -806865.000000 Penalty: 4501.983887
	Iteration 20F: 3 clusters Score -806865 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -806896.250000 Penalty: 4501.983887
	Iteration 21Q: 3 clusters Score -806896.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -806918.812500 Penalty: 4501.983887
	Iteration 22Q: 3 clusters Score -806918.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -806940.312500 Penalty: 4501.983887
	Iteration 23Q: 3 clusters Score -806940.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -806961.500000 Penalty: 4501.983887
	Iteration 24Q: 3 clusters Score -806961.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -806973.625000 Penalty: 4501.983887
	Iteration 25Q: 3 clusters Score -806973.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -806982.187500 Penalty: 4501.983887
	Iteration 26Q: 3 clusters Score -806982.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -806988.500000 Penalty: 4501.983887
	Iteration 27Q: 3 clusters Score -806988.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -806993.375000 Penalty: 4501.983887
	Iteration 28Q: 3 clusters Score -806993.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -806996.562500 Penalty: 4501.983887
	Iteration 29Q: 3 clusters Score -806996.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -807001.812500 Penalty: 4501.983887
	Iteration 30Q: 3 clusters Score -807001.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -807004.375000 Penalty: 4501.983887
	Iteration 31Q: 3 clusters Score -807004.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -807004.875000 Penalty: 4501.983887
	Iteration 32Q: 3 clusters Score -807004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -807006.000000 Penalty: 4501.983887
	Iteration 33Q: 3 clusters Score -807006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -807006.000000 Penalty: 4501.983887
	Iteration 34Q: 3 clusters Score -807006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -807005.937500 Penalty: 4501.983887
	Iteration 35Q: 3 clusters Score -807005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -807010.562500 Penalty: 4501.983887
	Iteration 36Q: 3 clusters Score -807010.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -807016.812500 Penalty: 4501.983887
	Iteration 37Q: 3 clusters Score -807016.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -807019.687500 Penalty: 4501.983887
	Iteration 38Q: 3 clusters Score -807019.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -807022.812500 Penalty: 4501.983887
	Iteration 39Q: 3 clusters Score -807022.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -807028.500000 Penalty: 4501.983887
	Iteration 40F: 3 clusters Score -807028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -807029.062500 Penalty: 4501.983887
	Iteration 41Q: 3 clusters Score -807029.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -807032.500000 Penalty: 4501.983887
	Iteration 42Q: 3 clusters Score -807032.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -807033.875000 Penalty: 4501.983887
	Iteration 43Q: 3 clusters Score -807033.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -807033.875000 Penalty: 4501.983887
	Iteration 44F: 3 clusters Score -807033.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Entering Unmasked Estep 
Score: -834175.312500 Penalty: 2258.833008
	Iteration 0F: 2 clusters Score -834175.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -827235.375000 Penalty: 4517.666016
	Iteration 0F: 3 clusters Score -827235.4 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -829293.000000 Penalty: 4517.666016
	Iteration 1F: 3 clusters Score -829293 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -829633.875000 Penalty: 4517.666016
	Iteration 2F: 3 clusters Score -829633.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -829970.937500 Penalty: 4517.666016
	Iteration 3F: 3 clusters Score -829970.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -830312.437500 Penalty: 4517.666016
	Iteration 4F: 3 clusters Score -830312.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -830678.250000 Penalty: 4517.666016
	Iteration 5F: 3 clusters Score -830678.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -830983.625000 Penalty: 4517.666016
	Iteration 6F: 3 clusters Score -830983.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -831264.500000 Penalty: 4517.666016
	Iteration 7Q: 3 clusters Score -831264.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -831507.750000 Penalty: 4517.666016
	Iteration 8Q: 3 clusters Score -831507.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -831708.687500 Penalty: 4517.666016
	Iteration 9Q: 3 clusters Score -831708.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -831874.187500 Penalty: 4517.666016
	Iteration 10Q: 3 clusters Score -831874.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -832011.375000 Penalty: 4517.666016
	Iteration 11Q: 3 clusters Score -832011.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -832114.500000 Penalty: 4517.666016
	Iteration 12Q: 3 clusters Score -832114.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -832190.437500 Penalty: 4517.666016
	Iteration 13Q: 3 clusters Score -832190.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -832241.562500 Penalty: 4517.666016
	Iteration 14Q: 3 clusters Score -832241.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -832282.375000 Penalty: 4517.666016
	Iteration 15Q: 3 clusters Score -832282.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -832327.625000 Penalty: 4517.666016
	Iteration 16Q: 3 clusters Score -832327.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -832371.125000 Penalty: 4517.666016
	Iteration 17Q: 3 clusters Score -832371.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -832412.437500 Penalty: 4517.666016
	Iteration 18Q: 3 clusters Score -832412.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -832446.875000 Penalty: 4517.666016
	Iteration 19Q: 3 clusters Score -832446.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -832474.562500 Penalty: 4517.666016
	Iteration 20F: 3 clusters Score -832474.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -832500.375000 Penalty: 4517.666016
	Iteration 21Q: 3 clusters Score -832500.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -832520.000000 Penalty: 4517.666016
	Iteration 22Q: 3 clusters Score -832520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -832533.125000 Penalty: 4517.666016
	Iteration 23Q: 3 clusters Score -832533.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -832547.062500 Penalty: 4517.666016
	Iteration 24Q: 3 clusters Score -832547.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -832559.437500 Penalty: 4517.666016
	Iteration 25Q: 3 clusters Score -832559.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -832569.562500 Penalty: 4517.666016
	Iteration 26Q: 3 clusters Score -832569.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -832581.187500 Penalty: 4517.666016
	Iteration 27Q: 3 clusters Score -832581.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -832589.125000 Penalty: 4517.666016
	Iteration 28Q: 3 clusters Score -832589.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -832601.687500 Penalty: 4517.666016
	Iteration 29Q: 3 clusters Score -832601.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -832613.687500 Penalty: 4517.666016
	Iteration 30Q: 3 clusters Score -832613.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -832621.437500 Penalty: 4517.666016
	Iteration 31Q: 3 clusters Score -832621.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -832635.625000 Penalty: 4517.666016
	Iteration 32Q: 3 clusters Score -832635.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -832643.687500 Penalty: 4517.666016
	Iteration 33Q: 3 clusters Score -832643.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -832646.875000 Penalty: 4517.666016
	Iteration 34Q: 3 clusters Score -832646.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -832651.125000 Penalty: 4517.666016
	Iteration 35Q: 3 clusters Score -832651.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -832654.937500 Penalty: 4517.666016
	Iteration 36Q: 3 clusters Score -832654.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -832660.562500 Penalty: 4517.666016
	Iteration 37Q: 3 clusters Score -832660.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -832666.937500 Penalty: 4517.666016
	Iteration 38Q: 3 clusters Score -832666.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -832668.625000 Penalty: 4517.666016
	Iteration 39Q: 3 clusters Score -832668.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -832670.125000 Penalty: 4517.666016
	Iteration 40F: 3 clusters Score -832670.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -832672.875000 Penalty: 4517.666016
	Iteration 41Q: 3 clusters Score -832672.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -832675.375000 Penalty: 4517.666016
	Iteration 42Q: 3 clusters Score -832675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -832675.312500 Penalty: 4517.666016
	Iteration 43Q: 3 clusters Score -832675.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -832677.375000 Penalty: 4517.666016
	Iteration 44Q: 3 clusters Score -832677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -832678.812500 Penalty: 4517.666016
	Iteration 45Q: 3 clusters Score -832678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -832679.937500 Penalty: 4517.666016
	Iteration 46Q: 3 clusters Score -832679.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -832680.812500 Penalty: 4517.666016
	Iteration 47Q: 3 clusters Score -832680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -832682.062500 Penalty: 4517.666016
	Iteration 48Q: 3 clusters Score -832682.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -832682.062500 Penalty: 4517.666016
	Iteration 49F: 3 clusters Score -832682.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -1781735.000000 Penalty: 2453.070801
	Iteration 0F: 2 clusters Score -1781735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1767920.875000 Penalty: 4906.141602
	Iteration 0F: 3 clusters Score -1767921 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1772618.375000 Penalty: 4906.141602
	Iteration 1F: 3 clusters Score -1772618 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1773118.375000 Penalty: 4906.141602
	Iteration 2F: 3 clusters Score -1773118 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1773765.750000 Penalty: 4906.141602
	Iteration 3F: 3 clusters Score -1773766 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1774638.500000 Penalty: 4906.141602
	Iteration 4F: 3 clusters Score -1774638 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1776114.750000 Penalty: 4906.141602
	Iteration 5F: 3 clusters Score -1776115 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1778725.250000 Penalty: 4906.141602
	Iteration 6F: 3 clusters Score -1778725 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1781480.500000 Penalty: 4906.141602
	Iteration 7F: 3 clusters Score -1781480 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1783245.875000 Penalty: 4906.141602
	Iteration 8F: 3 clusters Score -1783246 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1783951.125000 Penalty: 4906.141602
	Iteration 9F: 3 clusters Score -1783951 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1784182.500000 Penalty: 4906.141602
	Iteration 10Q: 3 clusters Score -1784182 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1784273.625000 Penalty: 4906.141602
	Iteration 11Q: 3 clusters Score -1784274 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1784317.500000 Penalty: 4906.141602
	Iteration 12Q: 3 clusters Score -1784318 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1784337.250000 Penalty: 4906.141602
	Iteration 13Q: 3 clusters Score -1784337 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1784356.625000 Penalty: 4906.141602
	Iteration 14Q: 3 clusters Score -1784357 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1784370.125000 Penalty: 4906.141602
	Iteration 15Q: 3 clusters Score -1784370 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1784368.375000 Penalty: 4906.141602
	Iteration 16Q: 3 clusters Score -1784368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1784372.625000 Penalty: 4906.141602
	Iteration 17Q: 3 clusters Score -1784373 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1784381.875000 Penalty: 4906.141602
	Iteration 18Q: 3 clusters Score -1784382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1784393.125000 Penalty: 4906.141602
	Iteration 19Q: 3 clusters Score -1784393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1784398.750000 Penalty: 4906.141602
	Iteration 20F: 3 clusters Score -1784399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1784400.625000 Penalty: 4906.141602
	Iteration 21Q: 3 clusters Score -1784401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1784396.500000 Penalty: 4906.141602
	Iteration 22Q: 3 clusters Score -1784396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1784392.250000 Penalty: 4906.141602
	Iteration 23Q: 3 clusters Score -1784392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1784400.625000 Penalty: 4906.141602
	Iteration 24Q: 3 clusters Score -1784401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1784401.000000 Penalty: 4906.141602
	Iteration 25Q: 3 clusters Score -1784401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1784402.000000 Penalty: 4906.141602
	Iteration 26Q: 3 clusters Score -1784402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1784408.375000 Penalty: 4906.141602
	Iteration 27Q: 3 clusters Score -1784408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1784409.625000 Penalty: 4906.141602
	Iteration 28Q: 3 clusters Score -1784410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1784416.250000 Penalty: 4906.141602
	Iteration 29Q: 3 clusters Score -1784416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1784418.375000 Penalty: 4906.141602
	Iteration 30Q: 3 clusters Score -1784418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1784424.125000 Penalty: 4906.141602
	Iteration 31Q: 3 clusters Score -1784424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1784426.250000 Penalty: 4906.141602
	Iteration 32Q: 3 clusters Score -1784426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1784421.750000 Penalty: 4906.141602
	Iteration 33Q: 3 clusters Score -1784422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1784424.875000 Penalty: 4906.141602
	Iteration 34Q: 3 clusters Score -1784425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1784431.000000 Penalty: 4906.141602
	Iteration 35Q: 3 clusters Score -1784431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1784432.625000 Penalty: 4906.141602
	Iteration 36Q: 3 clusters Score -1784433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1784433.125000 Penalty: 4906.141602
	Iteration 37Q: 3 clusters Score -1784433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1784430.625000 Penalty: 4906.141602
	Iteration 38Q: 3 clusters Score -1784431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1784430.000000 Penalty: 4906.141602
	Iteration 39Q: 3 clusters Score -1784430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1784432.000000 Penalty: 4906.141602
	Iteration 40F: 3 clusters Score -1784432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1784429.000000 Penalty: 4906.141602
	Iteration 41Q: 3 clusters Score -1784429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1784431.250000 Penalty: 4906.141602
	Iteration 42Q: 3 clusters Score -1784431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1784430.875000 Penalty: 4906.141602
	Iteration 43Q: 3 clusters Score -1784431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1784433.375000 Penalty: 4906.141602
	Iteration 44Q: 3 clusters Score -1784433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1784433.375000 Penalty: 4906.141602
	Iteration 45F: 3 clusters Score -1784433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 9029 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 9069 members 
Mstep: Class 5 contains 19445 members 
Mstep: Class 6 contains 141726 members 
Mstep: Class 7 contains 65158 members 
Mstep: Class 8 contains 9582 members 
Mstep: Class 9 contains 27733 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 9929 members 
Mstep: Class 12 contains 25282 members 
Mstep: Class 13 contains 54057 members 
Mstep: Class 14 contains 31227 members 
Mstep: Class 15 contains 223122 members 
Mstep: Class 16 contains 306583 members 
Mstep: Class 17 contains 16515 members 
Mstep: Class 18 contains 165071 members 
Mstep: Class 19 contains 101136 members 
Mstep: Class 20 contains 11033 members 
Mstep: Class 21 contains 226332 members 
Mstep: Class 22 contains 29849 members 
Mstep: Class 23 contains 32209 members 
Mstep: Class 24 contains 5369 members 
Mstep: Class 25 contains 22851 members 
Mstep: Class 26 contains 8933 members 
Mstep: Class 27 contains 13454 members 
Mstep: Class 28 contains 13493 members 
Mstep: Class 29 contains 12589 members 
Mstep: Class 30 contains 5128 members 
Mstep: Class 31 contains 9464 members 
Mstep: Class 32 contains 14342 members 
Mstep: Class 33 contains 20429 members 
Mstep: Class 34 contains 6380 members 
Entering Unmasked Estep 
Score: -157657904.000000 Penalty: 120826.726562
Splitting cluster 3 changes total score from -157655248.000000 to -157657904.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 4 (9069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Entering Unmasked Estep 
Score: -885543.875000 Penalty: 2259.929199
	Iteration 0F: 2 clusters Score -885543.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -878436.187500 Penalty: 4519.858398
	Iteration 0F: 3 clusters Score -878436.2 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -880430.312500 Penalty: 4519.858398
	Iteration 1F: 3 clusters Score -880430.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -880664.187500 Penalty: 4519.858398
	Iteration 2F: 3 clusters Score -880664.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -880813.625000 Penalty: 4519.858398
	Iteration 3Q: 3 clusters Score -880813.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -880915.875000 Penalty: 4519.858398
	Iteration 4Q: 3 clusters Score -880915.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -880989.000000 Penalty: 4519.858398
	Iteration 5Q: 3 clusters Score -880989 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -881047.062500 Penalty: 4519.858398
	Iteration 6Q: 3 clusters Score -881047.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -881094.562500 Penalty: 4519.858398
	Iteration 7Q: 3 clusters Score -881094.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -881143.562500 Penalty: 4519.858398
	Iteration 8Q: 3 clusters Score -881143.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -881186.750000 Penalty: 4519.858398
	Iteration 9Q: 3 clusters Score -881186.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -881222.562500 Penalty: 4519.858398
	Iteration 10Q: 3 clusters Score -881222.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -881274.125000 Penalty: 4519.858398
	Iteration 11Q: 3 clusters Score -881274.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -881325.375000 Penalty: 4519.858398
	Iteration 12Q: 3 clusters Score -881325.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -881365.062500 Penalty: 4519.858398
	Iteration 13Q: 3 clusters Score -881365.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -881404.562500 Penalty: 4519.858398
	Iteration 14Q: 3 clusters Score -881404.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -881441.500000 Penalty: 4519.858398
	Iteration 15Q: 3 clusters Score -881441.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -881478.937500 Penalty: 4519.858398
	Iteration 16Q: 3 clusters Score -881478.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -881513.437500 Penalty: 4519.858398
	Iteration 17Q: 3 clusters Score -881513.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -881547.750000 Penalty: 4519.858398
	Iteration 18Q: 3 clusters Score -881547.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -881594.000000 Penalty: 4519.858398
	Iteration 19Q: 3 clusters Score -881594 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -881640.625000 Penalty: 4519.858398
	Iteration 20F: 3 clusters Score -881640.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -881690.187500 Penalty: 4519.858398
	Iteration 21Q: 3 clusters Score -881690.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -881750.687500 Penalty: 4519.858398
	Iteration 22Q: 3 clusters Score -881750.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -881817.437500 Penalty: 4519.858398
	Iteration 23Q: 3 clusters Score -881817.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -881887.937500 Penalty: 4519.858398
	Iteration 24Q: 3 clusters Score -881887.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -881962.062500 Penalty: 4519.858398
	Iteration 25Q: 3 clusters Score -881962.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -882049.187500 Penalty: 4519.858398
	Iteration 26Q: 3 clusters Score -882049.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -882141.562500 Penalty: 4519.858398
	Iteration 27Q: 3 clusters Score -882141.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -882245.000000 Penalty: 4519.858398
	Iteration 28Q: 3 clusters Score -882245 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -882371.937500 Penalty: 4519.858398
	Iteration 29Q: 3 clusters Score -882371.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -882509.687500 Penalty: 4519.858398
	Iteration 30Q: 3 clusters Score -882509.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -882652.437500 Penalty: 4519.858398
	Iteration 31Q: 3 clusters Score -882652.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -882767.250000 Penalty: 4519.858398
	Iteration 32Q: 3 clusters Score -882767.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -882859.125000 Penalty: 4519.858398
	Iteration 33Q: 3 clusters Score -882859.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -882922.687500 Penalty: 4519.858398
	Iteration 34Q: 3 clusters Score -882922.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -882973.000000 Penalty: 4519.858398
	Iteration 35Q: 3 clusters Score -882973 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -883013.062500 Penalty: 4519.858398
	Iteration 36Q: 3 clusters Score -883013.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -883042.875000 Penalty: 4519.858398
	Iteration 37Q: 3 clusters Score -883042.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -883067.062500 Penalty: 4519.858398
	Iteration 38Q: 3 clusters Score -883067.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -883092.875000 Penalty: 4519.858398
	Iteration 39Q: 3 clusters Score -883092.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -883110.625000 Penalty: 4519.858398
	Iteration 40F: 3 clusters Score -883110.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -883125.062500 Penalty: 4519.858398
	Iteration 41Q: 3 clusters Score -883125.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -883136.625000 Penalty: 4519.858398
	Iteration 42Q: 3 clusters Score -883136.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -883149.562500 Penalty: 4519.858398
	Iteration 43Q: 3 clusters Score -883149.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -883158.562500 Penalty: 4519.858398
	Iteration 44Q: 3 clusters Score -883158.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -883169.750000 Penalty: 4519.858398
	Iteration 45Q: 3 clusters Score -883169.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -883177.687500 Penalty: 4519.858398
	Iteration 46Q: 3 clusters Score -883177.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -883184.750000 Penalty: 4519.858398
	Iteration 47Q: 3 clusters Score -883184.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -883190.125000 Penalty: 4519.858398
	Iteration 48Q: 3 clusters Score -883190.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -883196.562500 Penalty: 4519.858398
	Iteration 49Q: 3 clusters Score -883196.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -883203.687500 Penalty: 4519.858398
	Iteration 50Q: 3 clusters Score -883203.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -883210.750000 Penalty: 4519.858398
	Iteration 51Q: 3 clusters Score -883210.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -883218.937500 Penalty: 4519.858398
	Iteration 52Q: 3 clusters Score -883218.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -883225.875000 Penalty: 4519.858398
	Iteration 53Q: 3 clusters Score -883225.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -883231.750000 Penalty: 4519.858398
	Iteration 54Q: 3 clusters Score -883231.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -883233.750000 Penalty: 4519.858398
	Iteration 55Q: 3 clusters Score -883233.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -883233.812500 Penalty: 4519.858398
	Iteration 56Q: 3 clusters Score -883233.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -883236.625000 Penalty: 4519.858398
	Iteration 57Q: 3 clusters Score -883236.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -883240.250000 Penalty: 4519.858398
	Iteration 58Q: 3 clusters Score -883240.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -883239.625000 Penalty: 4519.858398
	Iteration 59Q: 3 clusters Score -883239.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -883241.437500 Penalty: 4519.858398
	Iteration 60F: 3 clusters Score -883241.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -883243.250000 Penalty: 4519.858398
	Iteration 61Q: 3 clusters Score -883243.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -883243.312500 Penalty: 4519.858398
	Iteration 62Q: 3 clusters Score -883243.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -883246.687500 Penalty: 4519.858398
	Iteration 63Q: 3 clusters Score -883246.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -883247.187500 Penalty: 4519.858398
	Iteration 64Q: 3 clusters Score -883247.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -883251.250000 Penalty: 4519.858398
	Iteration 65Q: 3 clusters Score -883251.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -883253.250000 Penalty: 4519.858398
	Iteration 66Q: 3 clusters Score -883253.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -883258.750000 Penalty: 4519.858398
	Iteration 67Q: 3 clusters Score -883258.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -883263.812500 Penalty: 4519.858398
	Iteration 68Q: 3 clusters Score -883263.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -883270.375000 Penalty: 4519.858398
	Iteration 69Q: 3 clusters Score -883270.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -883274.875000 Penalty: 4519.858398
	Iteration 70Q: 3 clusters Score -883274.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -883280.812500 Penalty: 4519.858398
	Iteration 71Q: 3 clusters Score -883280.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -883284.500000 Penalty: 4519.858398
	Iteration 72Q: 3 clusters Score -883284.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -883289.812500 Penalty: 4519.858398
	Iteration 73Q: 3 clusters Score -883289.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -883292.625000 Penalty: 4519.858398
	Iteration 74Q: 3 clusters Score -883292.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -883293.000000 Penalty: 4519.858398
	Iteration 75Q: 3 clusters Score -883293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -883292.187500 Penalty: 4519.858398
	Iteration 76Q: 3 clusters Score -883292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -883292.187500 Penalty: 4519.858398
	Iteration 77F: 3 clusters Score -883292.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Entering Unmasked Estep 
Score: -1812480.875000 Penalty: 2449.085693
	Iteration 0F: 2 clusters Score -1812481 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 9822 members 
Entering Unmasked Estep 
Score: -1798847.125000 Penalty: 4898.171387
	Iteration 0F: 3 clusters Score -1798847 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1803639.625000 Penalty: 4898.171387
	Iteration 1F: 3 clusters Score -1803640 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1804173.875000 Penalty: 4898.171387
	Iteration 2F: 3 clusters Score -1804174 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1804680.250000 Penalty: 4898.171387
	Iteration 3F: 3 clusters Score -1804680 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1805161.875000 Penalty: 4898.171387
	Iteration 4Q: 3 clusters Score -1805162 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1805694.875000 Penalty: 4898.171387
	Iteration 5F: 3 clusters Score -1805695 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1806282.500000 Penalty: 4898.171387
	Iteration 6Q: 3 clusters Score -1806282 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1806932.250000 Penalty: 4898.171387
	Iteration 7Q: 3 clusters Score -1806932 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1807664.875000 Penalty: 4898.171387
	Iteration 8F: 3 clusters Score -1807665 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1808408.500000 Penalty: 4898.171387
	Iteration 9Q: 3 clusters Score -1808408 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1809031.250000 Penalty: 4898.171387
	Iteration 10Q: 3 clusters Score -1809031 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1809541.000000 Penalty: 4898.171387
	Iteration 11Q: 3 clusters Score -1809541 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1809881.500000 Penalty: 4898.171387
	Iteration 12Q: 3 clusters Score -1809882 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1810117.375000 Penalty: 4898.171387
	Iteration 13Q: 3 clusters Score -1810117 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1810304.250000 Penalty: 4898.171387
	Iteration 14Q: 3 clusters Score -1810304 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1810411.250000 Penalty: 4898.171387
	Iteration 15Q: 3 clusters Score -1810411 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1810514.125000 Penalty: 4898.171387
	Iteration 16Q: 3 clusters Score -1810514 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -1810584.750000 Penalty: 4898.171387
	Iteration 17Q: 3 clusters Score -1810585 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -1810654.875000 Penalty: 4898.171387
	Iteration 18Q: 3 clusters Score -1810655 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -1810706.375000 Penalty: 4898.171387
	Iteration 19Q: 3 clusters Score -1810706 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1810746.375000 Penalty: 4898.171387
	Iteration 20F: 3 clusters Score -1810746 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1810771.500000 Penalty: 4898.171387
	Iteration 21Q: 3 clusters Score -1810772 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -1810783.250000 Penalty: 4898.171387
	Iteration 22Q: 3 clusters Score -1810783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -1810791.500000 Penalty: 4898.171387
	Iteration 23Q: 3 clusters Score -1810792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -1810794.250000 Penalty: 4898.171387
	Iteration 24Q: 3 clusters Score -1810794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -1810806.000000 Penalty: 4898.171387
	Iteration 25Q: 3 clusters Score -1810806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -1810806.875000 Penalty: 4898.171387
	Iteration 26Q: 3 clusters Score -1810807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -1810809.125000 Penalty: 4898.171387
	Iteration 27Q: 3 clusters Score -1810809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -1810805.875000 Penalty: 4898.171387
	Iteration 28Q: 3 clusters Score -1810806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -1810808.875000 Penalty: 4898.171387
	Iteration 29Q: 3 clusters Score -1810809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1810810.250000 Penalty: 4898.171387
	Iteration 30Q: 3 clusters Score -1810810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -1810811.625000 Penalty: 4898.171387
	Iteration 31Q: 3 clusters Score -1810812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -1810813.750000 Penalty: 4898.171387
	Iteration 32Q: 3 clusters Score -1810814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -1810816.375000 Penalty: 4898.171387
	Iteration 33Q: 3 clusters Score -1810816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -1810814.375000 Penalty: 4898.171387
	Iteration 34Q: 3 clusters Score -1810814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -1810815.500000 Penalty: 4898.171387
	Iteration 35Q: 3 clusters Score -1810816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -1810815.000000 Penalty: 4898.171387
	Iteration 36Q: 3 clusters Score -1810815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -1810817.750000 Penalty: 4898.171387
	Iteration 37Q: 3 clusters Score -1810818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1810818.750000 Penalty: 4898.171387
	Iteration 38Q: 3 clusters Score -1810819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1810817.125000 Penalty: 4898.171387
	Iteration 39Q: 3 clusters Score -1810817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1810817.125000 Penalty: 4898.171387
	Iteration 40F: 3 clusters Score -1810817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -1810823.125000 Penalty: 4898.171387
	Iteration 41Q: 3 clusters Score -1810823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -1810822.000000 Penalty: 4898.171387
	Iteration 42Q: 3 clusters Score -1810822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -1810821.750000 Penalty: 4898.171387
	Iteration 43Q: 3 clusters Score -1810822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1810822.750000 Penalty: 4898.171387
	Iteration 44Q: 3 clusters Score -1810823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -1810822.500000 Penalty: 4898.171387
	Iteration 45Q: 3 clusters Score -1810822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -1810822.500000 Penalty: 4898.171387
	Iteration 46F: 3 clusters Score -1810822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (141726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141726 members 
Entering Unmasked Estep 
Score: -13716884.000000 Penalty: 2941.689209
	Iteration 0F: 2 clusters Score -1.371688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70942 members 
Mstep: Class 2 contains 70784 members 
Entering Unmasked Estep 
Score: -13622262.000000 Penalty: 5883.378418
	Iteration 0F: 3 clusters Score -1.362226e+07 nChanged 67250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 69036 members 
Entering Unmasked Estep 
Score: -13661013.000000 Penalty: 5883.378418
	Iteration 1F: 3 clusters Score -1.366101e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -13661914.000000 Penalty: 5883.378418
	Iteration 2Q: 3 clusters Score -1.366191e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 66546 members 
Entering Unmasked Estep 
Score: -13663196.000000 Penalty: 5883.378418
	Iteration 3Q: 3 clusters Score -1.36632e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77656 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -13665125.000000 Penalty: 5883.378418
	Iteration 4Q: 3 clusters Score -1.366512e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81442 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -13667899.000000 Penalty: 5883.378418
	Iteration 5Q: 3 clusters Score -1.36679e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -13672227.000000 Penalty: 5883.378418
	Iteration 6F: 3 clusters Score -1.367223e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94223 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -13678389.000000 Penalty: 5883.378418
	Iteration 7F: 3 clusters Score -1.367839e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102569 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -13686897.000000 Penalty: 5883.378418
	Iteration 8F: 3 clusters Score -1.36869e+07 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110603 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -13695549.000000 Penalty: 5883.378418
	Iteration 9F: 3 clusters Score -1.369555e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116918 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -13702066.000000 Penalty: 5883.378418
	Iteration 10F: 3 clusters Score -1.370207e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121369 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -13706249.000000 Penalty: 5883.378418
	Iteration 11Q: 3 clusters Score -1.370625e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124723 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -13708992.000000 Penalty: 5883.378418
	Iteration 12Q: 3 clusters Score -1.370899e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127372 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -13710895.000000 Penalty: 5883.378418
	Iteration 13Q: 3 clusters Score -1.37109e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129428 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -13712189.000000 Penalty: 5883.378418
	Iteration 14Q: 3 clusters Score -1.371219e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131093 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -13713228.000000 Penalty: 5883.378418
	Iteration 15Q: 3 clusters Score -1.371323e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132361 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -13713823.000000 Penalty: 5883.378418
	Iteration 16Q: 3 clusters Score -1.371382e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133410 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -13714399.000000 Penalty: 5883.378418
	Iteration 17Q: 3 clusters Score -1.37144e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134298 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -13714700.000000 Penalty: 5883.378418
	Iteration 18Q: 3 clusters Score -1.37147e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134994 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -13714889.000000 Penalty: 5883.378418
	Iteration 19Q: 3 clusters Score -1.371489e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135555 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -13715076.000000 Penalty: 5883.378418
	Iteration 20F: 3 clusters Score -1.371508e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136024 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -13715178.000000 Penalty: 5883.378418
	Iteration 21Q: 3 clusters Score -1.371518e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136426 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -13715274.000000 Penalty: 5883.378418
	Iteration 22Q: 3 clusters Score -1.371527e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136746 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -13715381.000000 Penalty: 5883.378418
	Iteration 23Q: 3 clusters Score -1.371538e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137020 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -13715445.000000 Penalty: 5883.378418
	Iteration 24Q: 3 clusters Score -1.371544e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137247 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -13715494.000000 Penalty: 5883.378418
	Iteration 25Q: 3 clusters Score -1.371549e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137414 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -13715524.000000 Penalty: 5883.378418
	Iteration 26Q: 3 clusters Score -1.371552e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137551 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -13715557.000000 Penalty: 5883.378418
	Iteration 27Q: 3 clusters Score -1.371556e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137653 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -13715581.000000 Penalty: 5883.378418
	Iteration 28Q: 3 clusters Score -1.371558e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137740 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -13715598.000000 Penalty: 5883.378418
	Iteration 29Q: 3 clusters Score -1.37156e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137827 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -13715617.000000 Penalty: 5883.378418
	Iteration 30Q: 3 clusters Score -1.371562e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137896 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -13715606.000000 Penalty: 5883.378418
	Iteration 31Q: 3 clusters Score -1.371561e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137945 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -13715593.000000 Penalty: 5883.378418
	Iteration 32Q: 3 clusters Score -1.371559e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137993 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -13715597.000000 Penalty: 5883.378418
	Iteration 33Q: 3 clusters Score -1.37156e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138040 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -13715595.000000 Penalty: 5883.378418
	Iteration 34Q: 3 clusters Score -1.37156e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138087 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -13715609.000000 Penalty: 5883.378418
	Iteration 35Q: 3 clusters Score -1.371561e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138121 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -13715620.000000 Penalty: 5883.378418
	Iteration 36Q: 3 clusters Score -1.371562e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138156 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -13715634.000000 Penalty: 5883.378418
	Iteration 37Q: 3 clusters Score -1.371563e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138188 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -13715640.000000 Penalty: 5883.378418
	Iteration 38Q: 3 clusters Score -1.371564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138213 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -13715620.000000 Penalty: 5883.378418
	Iteration 39Q: 3 clusters Score -1.371562e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138233 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -13715629.000000 Penalty: 5883.378418
	Iteration 40F: 3 clusters Score -1.371563e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138257 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -13715617.000000 Penalty: 5883.378418
	Iteration 41Q: 3 clusters Score -1.371562e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138285 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -13715629.000000 Penalty: 5883.378418
	Iteration 42Q: 3 clusters Score -1.371563e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138308 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -13715650.000000 Penalty: 5883.378418
	Iteration 43Q: 3 clusters Score -1.371565e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138334 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -13715659.000000 Penalty: 5883.378418
	Iteration 44Q: 3 clusters Score -1.371566e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138359 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -13715660.000000 Penalty: 5883.378418
	Iteration 45Q: 3 clusters Score -1.371566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138371 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -13715664.000000 Penalty: 5883.378418
	Iteration 46Q: 3 clusters Score -1.371566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138380 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -13715650.000000 Penalty: 5883.378418
	Iteration 47Q: 3 clusters Score -1.371565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138393 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -13715661.000000 Penalty: 5883.378418
	Iteration 48Q: 3 clusters Score -1.371566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138401 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -13715658.000000 Penalty: 5883.378418
	Iteration 49Q: 3 clusters Score -1.371566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138410 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -13715664.000000 Penalty: 5883.378418
	Iteration 50Q: 3 clusters Score -1.371566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138414 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -13715656.000000 Penalty: 5883.378418
	Iteration 51Q: 3 clusters Score -1.371566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138417 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -13715656.000000 Penalty: 5883.378418
	Iteration 52Q: 3 clusters Score -1.371566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138418 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -13715657.000000 Penalty: 5883.378418
	Iteration 53Q: 3 clusters Score -1.371566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138418 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -13715657.000000 Penalty: 5883.378418
	Iteration 54F: 3 clusters Score -1.371566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Entering Unmasked Estep 
Score: -6312633.000000 Penalty: 2748.973389
	Iteration 0F: 2 clusters Score -6312633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -6268886.500000 Penalty: 5497.946777
	Iteration 0F: 3 clusters Score -6268886 nChanged 30431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -6287113.500000 Penalty: 5497.946777
	Iteration 1F: 3 clusters Score -6287114 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -6288992.500000 Penalty: 5497.946777
	Iteration 2F: 3 clusters Score -6288992 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -6292159.000000 Penalty: 5497.946777
	Iteration 3F: 3 clusters Score -6292159 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -6296439.500000 Penalty: 5497.946777
	Iteration 4F: 3 clusters Score -6296440 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -6300728.500000 Penalty: 5497.946777
	Iteration 5F: 3 clusters Score -6300728 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -6304083.000000 Penalty: 5497.946777
	Iteration 6F: 3 clusters Score -6304083 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -6306139.500000 Penalty: 5497.946777
	Iteration 7Q: 3 clusters Score -6306140 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -6307477.500000 Penalty: 5497.946777
	Iteration 8Q: 3 clusters Score -6307478 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -6308535.000000 Penalty: 5497.946777
	Iteration 9Q: 3 clusters Score -6308535 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -6309358.500000 Penalty: 5497.946777
	Iteration 10Q: 3 clusters Score -6309358 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -6309992.000000 Penalty: 5497.946777
	Iteration 11Q: 3 clusters Score -6309992 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -6310400.000000 Penalty: 5497.946777
	Iteration 12Q: 3 clusters Score -6310400 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -6310736.000000 Penalty: 5497.946777
	Iteration 13Q: 3 clusters Score -6310736 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -6311086.000000 Penalty: 5497.946777
	Iteration 14Q: 3 clusters Score -6311086 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6311340.000000 Penalty: 5497.946777
	Iteration 15Q: 3 clusters Score -6311340 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6311561.000000 Penalty: 5497.946777
	Iteration 16Q: 3 clusters Score -6311561 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6311674.500000 Penalty: 5497.946777
	Iteration 17Q: 3 clusters Score -6311674 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6311743.500000 Penalty: 5497.946777
	Iteration 18Q: 3 clusters Score -6311744 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6311787.500000 Penalty: 5497.946777
	Iteration 19Q: 3 clusters Score -6311788 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6311835.500000 Penalty: 5497.946777
	Iteration 20F: 3 clusters Score -6311836 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6311863.000000 Penalty: 5497.946777
	Iteration 21Q: 3 clusters Score -6311863 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6311871.000000 Penalty: 5497.946777
	Iteration 22Q: 3 clusters Score -6311871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6311867.500000 Penalty: 5497.946777
	Iteration 23Q: 3 clusters Score -6311868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6311870.000000 Penalty: 5497.946777
	Iteration 24Q: 3 clusters Score -6311870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63094 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6311879.500000 Penalty: 5497.946777
	Iteration 25Q: 3 clusters Score -6311880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6311881.000000 Penalty: 5497.946777
	Iteration 26Q: 3 clusters Score -6311881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6311883.000000 Penalty: 5497.946777
	Iteration 27Q: 3 clusters Score -6311883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6311880.000000 Penalty: 5497.946777
	Iteration 28Q: 3 clusters Score -6311880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6311882.500000 Penalty: 5497.946777
	Iteration 29Q: 3 clusters Score -6311882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6311883.000000 Penalty: 5497.946777
	Iteration 30Q: 3 clusters Score -6311883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6311883.000000 Penalty: 5497.946777
	Iteration 31Q: 3 clusters Score -6311883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6311883.000000 Penalty: 5497.946777
	Iteration 32F: 3 clusters Score -6311883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Entering Unmasked Estep 
Score: -893893.562500 Penalty: 2273.575195
	Iteration 0F: 2 clusters Score -893893.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -886466.562500 Penalty: 4547.150391
	Iteration 0F: 3 clusters Score -886466.6 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -888630.187500 Penalty: 4547.150391
	Iteration 1F: 3 clusters Score -888630.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -889010.000000 Penalty: 4547.150391
	Iteration 2F: 3 clusters Score -889010 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -889312.812500 Penalty: 4547.150391
	Iteration 3F: 3 clusters Score -889312.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -889591.750000 Penalty: 4547.150391
	Iteration 4Q: 3 clusters Score -889591.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -889849.375000 Penalty: 4547.150391
	Iteration 5Q: 3 clusters Score -889849.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -890102.750000 Penalty: 4547.150391
	Iteration 6Q: 3 clusters Score -890102.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -890376.125000 Penalty: 4547.150391
	Iteration 7Q: 3 clusters Score -890376.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -890638.625000 Penalty: 4547.150391
	Iteration 8Q: 3 clusters Score -890638.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -890855.750000 Penalty: 4547.150391
	Iteration 9Q: 3 clusters Score -890855.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -891039.625000 Penalty: 4547.150391
	Iteration 10Q: 3 clusters Score -891039.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -891173.625000 Penalty: 4547.150391
	Iteration 11Q: 3 clusters Score -891173.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -891272.125000 Penalty: 4547.150391
	Iteration 12Q: 3 clusters Score -891272.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -891363.687500 Penalty: 4547.150391
	Iteration 13Q: 3 clusters Score -891363.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -891439.062500 Penalty: 4547.150391
	Iteration 14Q: 3 clusters Score -891439.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -891509.250000 Penalty: 4547.150391
	Iteration 15Q: 3 clusters Score -891509.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -891572.500000 Penalty: 4547.150391
	Iteration 16Q: 3 clusters Score -891572.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -891630.687500 Penalty: 4547.150391
	Iteration 17Q: 3 clusters Score -891630.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -891683.875000 Penalty: 4547.150391
	Iteration 18Q: 3 clusters Score -891683.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -891723.062500 Penalty: 4547.150391
	Iteration 19Q: 3 clusters Score -891723.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -891761.187500 Penalty: 4547.150391
	Iteration 20F: 3 clusters Score -891761.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -891784.062500 Penalty: 4547.150391
	Iteration 21Q: 3 clusters Score -891784.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -891802.187500 Penalty: 4547.150391
	Iteration 22Q: 3 clusters Score -891802.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -891815.500000 Penalty: 4547.150391
	Iteration 23Q: 3 clusters Score -891815.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -891827.625000 Penalty: 4547.150391
	Iteration 24Q: 3 clusters Score -891827.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -891839.187500 Penalty: 4547.150391
	Iteration 25Q: 3 clusters Score -891839.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -891846.187500 Penalty: 4547.150391
	Iteration 26Q: 3 clusters Score -891846.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -891854.687500 Penalty: 4547.150391
	Iteration 27Q: 3 clusters Score -891854.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -891863.875000 Penalty: 4547.150391
	Iteration 28Q: 3 clusters Score -891863.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -891869.562500 Penalty: 4547.150391
	Iteration 29Q: 3 clusters Score -891869.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -891869.250000 Penalty: 4547.150391
	Iteration 30Q: 3 clusters Score -891869.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -891876.500000 Penalty: 4547.150391
	Iteration 31Q: 3 clusters Score -891876.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -891879.437500 Penalty: 4547.150391
	Iteration 32Q: 3 clusters Score -891879.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -891884.937500 Penalty: 4547.150391
	Iteration 33Q: 3 clusters Score -891884.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -891888.375000 Penalty: 4547.150391
	Iteration 34Q: 3 clusters Score -891888.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -891894.937500 Penalty: 4547.150391
	Iteration 35Q: 3 clusters Score -891894.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -891900.250000 Penalty: 4547.150391
	Iteration 36Q: 3 clusters Score -891900.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -891904.937500 Penalty: 4547.150391
	Iteration 37Q: 3 clusters Score -891904.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -891906.125000 Penalty: 4547.150391
	Iteration 38Q: 3 clusters Score -891906.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -891910.750000 Penalty: 4547.150391
	Iteration 39Q: 3 clusters Score -891910.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -891913.750000 Penalty: 4547.150391
	Iteration 40F: 3 clusters Score -891913.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -891916.937500 Penalty: 4547.150391
	Iteration 41Q: 3 clusters Score -891916.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -891922.875000 Penalty: 4547.150391
	Iteration 42Q: 3 clusters Score -891922.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -891929.625000 Penalty: 4547.150391
	Iteration 43Q: 3 clusters Score -891929.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -891932.250000 Penalty: 4547.150391
	Iteration 44Q: 3 clusters Score -891932.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -891934.625000 Penalty: 4547.150391
	Iteration 45Q: 3 clusters Score -891934.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -891938.625000 Penalty: 4547.150391
	Iteration 46Q: 3 clusters Score -891938.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -891943.125000 Penalty: 4547.150391
	Iteration 47Q: 3 clusters Score -891943.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -891946.812500 Penalty: 4547.150391
	Iteration 48Q: 3 clusters Score -891946.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -891949.187500 Penalty: 4547.150391
	Iteration 49Q: 3 clusters Score -891949.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -891951.750000 Penalty: 4547.150391
	Iteration 50Q: 3 clusters Score -891951.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -891952.750000 Penalty: 4547.150391
	Iteration 51Q: 3 clusters Score -891952.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -891953.687500 Penalty: 4547.150391
	Iteration 52Q: 3 clusters Score -891953.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -891958.250000 Penalty: 4547.150391
	Iteration 53Q: 3 clusters Score -891958.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -891956.312500 Penalty: 4547.150391
	Iteration 54Q: 3 clusters Score -891956.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -891961.250000 Penalty: 4547.150391
	Iteration 55Q: 3 clusters Score -891961.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -891964.062500 Penalty: 4547.150391
	Iteration 56Q: 3 clusters Score -891964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -891963.187500 Penalty: 4547.150391
	Iteration 57Q: 3 clusters Score -891963.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -891963.437500 Penalty: 4547.150391
	Iteration 58Q: 3 clusters Score -891963.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -891968.875000 Penalty: 4547.150391
	Iteration 59Q: 3 clusters Score -891968.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -891970.250000 Penalty: 4547.150391
	Iteration 60F: 3 clusters Score -891970.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -891971.625000 Penalty: 4547.150391
	Iteration 61Q: 3 clusters Score -891971.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -891971.000000 Penalty: 4547.150391
	Iteration 62Q: 3 clusters Score -891971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -891972.875000 Penalty: 4547.150391
	Iteration 63Q: 3 clusters Score -891972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -891971.875000 Penalty: 4547.150391
	Iteration 64Q: 3 clusters Score -891971.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -891973.250000 Penalty: 4547.150391
	Iteration 65Q: 3 clusters Score -891973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -891972.625000 Penalty: 4547.150391
	Iteration 66Q: 3 clusters Score -891972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -891973.500000 Penalty: 4547.150391
	Iteration 67Q: 3 clusters Score -891973.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -891974.625000 Penalty: 4547.150391
	Iteration 68Q: 3 clusters Score -891974.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -891973.375000 Penalty: 4547.150391
	Iteration 69Q: 3 clusters Score -891973.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -891973.375000 Penalty: 4547.150391
	Iteration 70F: 3 clusters Score -891973.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Entering Unmasked Estep 
Score: -2530914.750000 Penalty: 2537.133789
	Iteration 0F: 2 clusters Score -2530915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2511752.000000 Penalty: 5074.267578
	Iteration 0F: 3 clusters Score -2511752 nChanged 12497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2518930.250000 Penalty: 5074.267578
	Iteration 1F: 3 clusters Score -2518930 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2519857.000000 Penalty: 5074.267578
	Iteration 2F: 3 clusters Score -2519857 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2521150.750000 Penalty: 5074.267578
	Iteration 3F: 3 clusters Score -2521151 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2522711.250000 Penalty: 5074.267578
	Iteration 4F: 3 clusters Score -2522711 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2528866 nChanged 115
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Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2528884 nChanged 113
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Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2528900 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2528918 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2528917 nChanged 72
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Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2528936 nChanged 63
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Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2528950 nChanged 74
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Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2528965 nChanged 99
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Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2528976 nChanged 99
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Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2528985 nChanged 102
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Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2529022 nChanged 119
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Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2529041 nChanged 112
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Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2529061 nChanged 135
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Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2529096 nChanged 146
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Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2529118 nChanged 159
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Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2529162 nChanged 149
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Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2529197 nChanged 160
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Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2529232 nChanged 161
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Mstep: Class 1 contains 4870 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2529273 nChanged 171
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Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2529355 nChanged 155
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Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2529392 nChanged 159
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Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 23472 members 
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Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 23612 members 
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	Iteration 45Q: 3 clusters Score -2529476 nChanged 161
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Mstep: Class 1 contains 3970 members 
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Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 24047 members 
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	Iteration 48Q: 3 clusters Score -2529624 nChanged 132
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Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2529670 nChanged 115
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Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 24264 members 
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	Iteration 50Q: 3 clusters Score -2529698 nChanged 91
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Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2529710 nChanged 90
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Mstep: Class 1 contains 3314 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2529732 nChanged 74
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2529755 nChanged 65
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Mstep: Class 1 contains 3189 members 
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	Iteration 54Q: 3 clusters Score -2529778 nChanged 68
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Mstep: Class 1 contains 3053 members 
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Mstep: Class 1 contains 2993 members 
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	Iteration 57Q: 3 clusters Score -2529824 nChanged 70
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	Iteration 58Q: 3 clusters Score -2529842 nChanged 62
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Mstep: Class 1 contains 2879 members 
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	Iteration 59Q: 3 clusters Score -2529860 nChanged 66
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	Iteration 60F: 3 clusters Score -2529885 nChanged 48
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Mstep: Class 1 contains 2779 members 
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	Iteration 61Q: 3 clusters Score -2529878 nChanged 44
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	Iteration 62Q: 3 clusters Score -2529890 nChanged 44
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Mstep: Class 1 contains 2699 members 
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	Iteration 63Q: 3 clusters Score -2529902 nChanged 61
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Mstep: Class 1 contains 2648 members 
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	Iteration 64Q: 3 clusters Score -2529918 nChanged 64
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	Iteration 65Q: 3 clusters Score -2529923 nChanged 53
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2529939 nChanged 54
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	Iteration 67Q: 3 clusters Score -2529956 nChanged 64
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	Iteration 68Q: 3 clusters Score -2529980 nChanged 74
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	Iteration 69Q: 3 clusters Score -2530012 nChanged 74
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	Iteration 70Q: 3 clusters Score -2530040 nChanged 68
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	Iteration 71Q: 3 clusters Score -2530058 nChanged 60
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	Iteration 72Q: 3 clusters Score -2530078 nChanged 50
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	Iteration 73Q: 3 clusters Score -2530089 nChanged 42
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	Iteration 74Q: 3 clusters Score -2530100 nChanged 32
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	Iteration 75Q: 3 clusters Score -2530111 nChanged 29
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	Iteration 76Q: 3 clusters Score -2530121 nChanged 27
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	Iteration 77Q: 3 clusters Score -2530118 nChanged 27
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	Iteration 78Q: 3 clusters Score -2530122 nChanged 23
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Mstep: Class 1 contains 2049 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2530123 nChanged 19
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Mstep: Class 1 contains 2030 members 
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Entering Unmasked Estep 
Score: -2530126.250000 Penalty: 5074.267578
	Iteration 80F: 3 clusters Score -2530126 nChanged 25
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Mstep: Class 2 contains 25720 members 
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	Iteration 81Q: 3 clusters Score -2530128 nChanged 19
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Mstep: Class 2 contains 25735 members 
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	Iteration 82Q: 3 clusters Score -2530128 nChanged 15
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	Iteration 83Q: 3 clusters Score -2530130 nChanged 15
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	Iteration 84Q: 3 clusters Score -2530135 nChanged 13
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	Iteration 85Q: 3 clusters Score -2530141 nChanged 8
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Mstep: Class 1 contains 1951 members 
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	Iteration 86Q: 3 clusters Score -2530145 nChanged 2
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Mstep: Class 1 contains 1949 members 
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	Iteration 87Q: 3 clusters Score -2530144 nChanged 3
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Mstep: Class 1 contains 1946 members 
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	Iteration 88Q: 3 clusters Score -2530144 nChanged 4
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	Iteration 89Q: 3 clusters Score -2530146 nChanged 4
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	Iteration 90Q: 3 clusters Score -2530146 nChanged 4
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	Iteration 91Q: 3 clusters Score -2530146 nChanged 6
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2530142 nChanged 4
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	Iteration 93Q: 3 clusters Score -2530146 nChanged 2
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	Iteration 94Q: 3 clusters Score -2530145 nChanged 2
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	Iteration 95Q: 3 clusters Score -2530144 nChanged 3
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2530143 nChanged 4
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2530147 nChanged 7
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Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -2530147.000000 Penalty: 5074.267578
	Iteration 98Q: 3 clusters Score -2530147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -2530150.750000 Penalty: 5074.267578
	Iteration 99Q: 3 clusters Score -2530151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -2530151.500000 Penalty: 5074.267578
	Iteration 100F: 3 clusters Score -2530152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -2530154.500000 Penalty: 5074.267578
	Iteration 101Q: 3 clusters Score -2530154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -2530163.250000 Penalty: 5074.267578
	Iteration 102Q: 3 clusters Score -2530163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -2530160.500000 Penalty: 5074.267578
	Iteration 103Q: 3 clusters Score -2530160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -2530167.750000 Penalty: 5074.267578
	Iteration 104Q: 3 clusters Score -2530168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -2530171.500000 Penalty: 5074.267578
	Iteration 105Q: 3 clusters Score -2530172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -2530171.250000 Penalty: 5074.267578
	Iteration 106Q: 3 clusters Score -2530171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -2530169.250000 Penalty: 5074.267578
	Iteration 107Q: 3 clusters Score -2530169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -2530167.750000 Penalty: 5074.267578
	Iteration 108Q: 3 clusters Score -2530168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -2530169.500000 Penalty: 5074.267578
	Iteration 109Q: 3 clusters Score -2530170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -2530168.750000 Penalty: 5074.267578
	Iteration 110Q: 3 clusters Score -2530169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -2530172.500000 Penalty: 5074.267578
	Iteration 111Q: 3 clusters Score -2530172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -2530170.750000 Penalty: 5074.267578
	Iteration 112Q: 3 clusters Score -2530171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -2530172.000000 Penalty: 5074.267578
	Iteration 113Q: 3 clusters Score -2530172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -2530172.000000 Penalty: 5074.267578
	Iteration 114F: 3 clusters Score -2530172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Entering Unmasked Estep 
Score: -311094.375000 Penalty: 2013.610718
	Iteration 0F: 2 clusters Score -311094.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -307630.531250 Penalty: 4027.221436
	Iteration 0F: 3 clusters Score -307630.5 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -308292.406250 Penalty: 4027.221436
	Iteration 1F: 3 clusters Score -308292.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -308461.500000 Penalty: 4027.221436
	Iteration 2F: 3 clusters Score -308461.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -308542.687500 Penalty: 4027.221436
	Iteration 3Q: 3 clusters Score -308542.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -308599.250000 Penalty: 4027.221436
	Iteration 4Q: 3 clusters Score -308599.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -308634.937500 Penalty: 4027.221436
	Iteration 5Q: 3 clusters Score -308634.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -308661.593750 Penalty: 4027.221436
	Iteration 6Q: 3 clusters Score -308661.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -308697.906250 Penalty: 4027.221436
	Iteration 7Q: 3 clusters Score -308697.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -308728.625000 Penalty: 4027.221436
	Iteration 8Q: 3 clusters Score -308728.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -308751.062500 Penalty: 4027.221436
	Iteration 9Q: 3 clusters Score -308751.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -308773.031250 Penalty: 4027.221436
	Iteration 10Q: 3 clusters Score -308773 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -308799.687500 Penalty: 4027.221436
	Iteration 11Q: 3 clusters Score -308799.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -308819.281250 Penalty: 4027.221436
	Iteration 12Q: 3 clusters Score -308819.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -308838.812500 Penalty: 4027.221436
	Iteration 13Q: 3 clusters Score -308838.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -308863.218750 Penalty: 4027.221436
	Iteration 14Q: 3 clusters Score -308863.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -308888.468750 Penalty: 4027.221436
	Iteration 15Q: 3 clusters Score -308888.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -308915.375000 Penalty: 4027.221436
	Iteration 16Q: 3 clusters Score -308915.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -308948.531250 Penalty: 4027.221436
	Iteration 17Q: 3 clusters Score -308948.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -308982.625000 Penalty: 4027.221436
	Iteration 18Q: 3 clusters Score -308982.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -309025.031250 Penalty: 4027.221436
	Iteration 19Q: 3 clusters Score -309025 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -309076.843750 Penalty: 4027.221436
	Iteration 20F: 3 clusters Score -309076.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -309154.468750 Penalty: 4027.221436
	Iteration 21Q: 3 clusters Score -309154.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -309283.125000 Penalty: 4027.221436
	Iteration 22Q: 3 clusters Score -309283.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -309463.781250 Penalty: 4027.221436
	Iteration 23Q: 3 clusters Score -309463.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -309639.312500 Penalty: 4027.221436
	Iteration 24Q: 3 clusters Score -309639.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -309800.937500 Penalty: 4027.221436
	Iteration 25Q: 3 clusters Score -309800.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -309957.968750 Penalty: 4027.221436
	Iteration 26Q: 3 clusters Score -309958 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -310089.968750 Penalty: 4027.221436
	Iteration 27Q: 3 clusters Score -310090 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -310178.093750 Penalty: 4027.221436
	Iteration 28Q: 3 clusters Score -310178.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -310241.093750 Penalty: 4027.221436
	Iteration 29Q: 3 clusters Score -310241.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -310291.937500 Penalty: 4027.221436
	Iteration 30Q: 3 clusters Score -310291.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -310320.718750 Penalty: 4027.221436
	Iteration 31Q: 3 clusters Score -310320.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -310341.312500 Penalty: 4027.221436
	Iteration 32Q: 3 clusters Score -310341.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -310356.093750 Penalty: 4027.221436
	Iteration 33Q: 3 clusters Score -310356.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -310365.625000 Penalty: 4027.221436
	Iteration 34Q: 3 clusters Score -310365.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -310371.187500 Penalty: 4027.221436
	Iteration 35Q: 3 clusters Score -310371.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -310373.562500 Penalty: 4027.221436
	Iteration 36Q: 3 clusters Score -310373.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -310376.687500 Penalty: 4027.221436
	Iteration 37Q: 3 clusters Score -310376.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -310377.875000 Penalty: 4027.221436
	Iteration 38Q: 3 clusters Score -310377.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -310378.906250 Penalty: 4027.221436
	Iteration 39Q: 3 clusters Score -310378.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -310380.656250 Penalty: 4027.221436
	Iteration 40F: 3 clusters Score -310380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -310383.406250 Penalty: 4027.221436
	Iteration 41Q: 3 clusters Score -310383.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -310384.187500 Penalty: 4027.221436
	Iteration 42Q: 3 clusters Score -310384.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -310384.187500 Penalty: 4027.221436
	Iteration 43F: 3 clusters Score -310384.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Entering Unmasked Estep 
Score: -934977.875000 Penalty: 2282.397217
	Iteration 0F: 2 clusters Score -934977.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -927305.812500 Penalty: 4564.794434
	Iteration 0F: 3 clusters Score -927305.8 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -929503.812500 Penalty: 4564.794434
	Iteration 1F: 3 clusters Score -929503.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -929820.812500 Penalty: 4564.794434
	Iteration 2F: 3 clusters Score -929820.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -930032.375000 Penalty: 4564.794434
	Iteration 3Q: 3 clusters Score -930032.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -930200.500000 Penalty: 4564.794434
	Iteration 4Q: 3 clusters Score -930200.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -930346.812500 Penalty: 4564.794434
	Iteration 5Q: 3 clusters Score -930346.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -930476.000000 Penalty: 4564.794434
	Iteration 6Q: 3 clusters Score -930476 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -930602.437500 Penalty: 4564.794434
	Iteration 7Q: 3 clusters Score -930602.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -930720.937500 Penalty: 4564.794434
	Iteration 8Q: 3 clusters Score -930720.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -930847.875000 Penalty: 4564.794434
	Iteration 9Q: 3 clusters Score -930847.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -930998.812500 Penalty: 4564.794434
	Iteration 10Q: 3 clusters Score -930998.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -931168.750000 Penalty: 4564.794434
	Iteration 11Q: 3 clusters Score -931168.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -931388.000000 Penalty: 4564.794434
	Iteration 12Q: 3 clusters Score -931388 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -931657.437500 Penalty: 4564.794434
	Iteration 13Q: 3 clusters Score -931657.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -932000.625000 Penalty: 4564.794434
	Iteration 14Q: 3 clusters Score -932000.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -932390.187500 Penalty: 4564.794434
	Iteration 15Q: 3 clusters Score -932390.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -932801.187500 Penalty: 4564.794434
	Iteration 16Q: 3 clusters Score -932801.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -933060.125000 Penalty: 4564.794434
	Iteration 17Q: 3 clusters Score -933060.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -933199.625000 Penalty: 4564.794434
	Iteration 18Q: 3 clusters Score -933199.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -933284.750000 Penalty: 4564.794434
	Iteration 19Q: 3 clusters Score -933284.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -933345.750000 Penalty: 4564.794434
	Iteration 20F: 3 clusters Score -933345.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -933400.687500 Penalty: 4564.794434
	Iteration 21Q: 3 clusters Score -933400.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -933432.687500 Penalty: 4564.794434
	Iteration 22Q: 3 clusters Score -933432.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -933470.687500 Penalty: 4564.794434
	Iteration 23Q: 3 clusters Score -933470.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -933499.125000 Penalty: 4564.794434
	Iteration 24Q: 3 clusters Score -933499.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -933523.562500 Penalty: 4564.794434
	Iteration 25Q: 3 clusters Score -933523.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -933538.125000 Penalty: 4564.794434
	Iteration 26Q: 3 clusters Score -933538.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -933547.437500 Penalty: 4564.794434
	Iteration 27Q: 3 clusters Score -933547.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -933555.937500 Penalty: 4564.794434
	Iteration 28Q: 3 clusters Score -933555.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -933562.812500 Penalty: 4564.794434
	Iteration 29Q: 3 clusters Score -933562.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -933566.625000 Penalty: 4564.794434
	Iteration 30Q: 3 clusters Score -933566.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -933569.562500 Penalty: 4564.794434
	Iteration 31Q: 3 clusters Score -933569.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -933572.937500 Penalty: 4564.794434
	Iteration 32Q: 3 clusters Score -933572.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -933575.875000 Penalty: 4564.794434
	Iteration 33Q: 3 clusters Score -933575.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -933577.562500 Penalty: 4564.794434
	Iteration 34Q: 3 clusters Score -933577.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -933576.687500 Penalty: 4564.794434
	Iteration 35Q: 3 clusters Score -933576.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -933576.125000 Penalty: 4564.794434
	Iteration 36Q: 3 clusters Score -933576.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -933579.500000 Penalty: 4564.794434
	Iteration 37Q: 3 clusters Score -933579.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -933580.562500 Penalty: 4564.794434
	Iteration 38Q: 3 clusters Score -933580.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -933582.000000 Penalty: 4564.794434
	Iteration 39Q: 3 clusters Score -933582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -933583.000000 Penalty: 4564.794434
	Iteration 40F: 3 clusters Score -933583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -933583.562500 Penalty: 4564.794434
	Iteration 41Q: 3 clusters Score -933583.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -933584.625000 Penalty: 4564.794434
	Iteration 42Q: 3 clusters Score -933584.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -933584.812500 Penalty: 4564.794434
	Iteration 43Q: 3 clusters Score -933584.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -933588.625000 Penalty: 4564.794434
	Iteration 44Q: 3 clusters Score -933588.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -933588.875000 Penalty: 4564.794434
	Iteration 45Q: 3 clusters Score -933588.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -933588.812500 Penalty: 4564.794434
	Iteration 46Q: 3 clusters Score -933588.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -933591.375000 Penalty: 4564.794434
	Iteration 47Q: 3 clusters Score -933591.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -933593.687500 Penalty: 4564.794434
	Iteration 48Q: 3 clusters Score -933593.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -933593.937500 Penalty: 4564.794434
	Iteration 49Q: 3 clusters Score -933593.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -933596.125000 Penalty: 4564.794434
	Iteration 50Q: 3 clusters Score -933596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -933597.437500 Penalty: 4564.794434
	Iteration 51Q: 3 clusters Score -933597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -933596.812500 Penalty: 4564.794434
	Iteration 52Q: 3 clusters Score -933596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -933597.062500 Penalty: 4564.794434
	Iteration 53Q: 3 clusters Score -933597.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -933595.500000 Penalty: 4564.794434
	Iteration 54Q: 3 clusters Score -933595.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -933595.125000 Penalty: 4564.794434
	Iteration 55Q: 3 clusters Score -933595.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -933595.125000 Penalty: 4564.794434
	Iteration 56F: 3 clusters Score -933595.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Entering Unmasked Estep 
Score: -2466793.250000 Penalty: 2514.186279
	Iteration 0F: 2 clusters Score -2466793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2449371.000000 Penalty: 5028.372559
	Iteration 0F: 3 clusters Score -2449371 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2455339.750000 Penalty: 5028.372559
	Iteration 1F: 3 clusters Score -2455340 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2455746.500000 Penalty: 5028.372559
	Iteration 2F: 3 clusters Score -2455746 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2456094.250000 Penalty: 5028.372559
	Iteration 3Q: 3 clusters Score -2456094 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2456380.000000 Penalty: 5028.372559
	Iteration 4Q: 3 clusters Score -2456380 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2456642.250000 Penalty: 5028.372559
	Iteration 5Q: 3 clusters Score -2456642 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2456899.250000 Penalty: 5028.372559
	Iteration 6Q: 3 clusters Score -2456899 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2457218.250000 Penalty: 5028.372559
	Iteration 7Q: 3 clusters Score -2457218 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2457539.000000 Penalty: 5028.372559
	Iteration 8Q: 3 clusters Score -2457539 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2457910.500000 Penalty: 5028.372559
	Iteration 9Q: 3 clusters Score -2457910 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2458346.250000 Penalty: 5028.372559
	Iteration 10Q: 3 clusters Score -2458346 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2458882.000000 Penalty: 5028.372559
	Iteration 11Q: 3 clusters Score -2458882 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2459504.250000 Penalty: 5028.372559
	Iteration 12Q: 3 clusters Score -2459504 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2460114.000000 Penalty: 5028.372559
	Iteration 13Q: 3 clusters Score -2460114 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2460768.750000 Penalty: 5028.372559
	Iteration 14Q: 3 clusters Score -2460769 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2461364.750000 Penalty: 5028.372559
	Iteration 15Q: 3 clusters Score -2461365 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2461749.000000 Penalty: 5028.372559
	Iteration 16Q: 3 clusters Score -2461749 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2462012.250000 Penalty: 5028.372559
	Iteration 17Q: 3 clusters Score -2462012 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2462172.750000 Penalty: 5028.372559
	Iteration 18Q: 3 clusters Score -2462173 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2462298.500000 Penalty: 5028.372559
	Iteration 19Q: 3 clusters Score -2462298 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2462374.000000 Penalty: 5028.372559
	Iteration 20F: 3 clusters Score -2462374 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2462436.750000 Penalty: 5028.372559
	Iteration 21Q: 3 clusters Score -2462437 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2462478.000000 Penalty: 5028.372559
	Iteration 22Q: 3 clusters Score -2462478 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2462516.500000 Penalty: 5028.372559
	Iteration 23Q: 3 clusters Score -2462516 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2462547.250000 Penalty: 5028.372559
	Iteration 24Q: 3 clusters Score -2462547 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2462578.500000 Penalty: 5028.372559
	Iteration 25Q: 3 clusters Score -2462578 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2462599.500000 Penalty: 5028.372559
	Iteration 26Q: 3 clusters Score -2462600 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2462625.750000 Penalty: 5028.372559
	Iteration 27Q: 3 clusters Score -2462626 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2462651.500000 Penalty: 5028.372559
	Iteration 28Q: 3 clusters Score -2462652 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2462661.250000 Penalty: 5028.372559
	Iteration 29Q: 3 clusters Score -2462661 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2462688.000000 Penalty: 5028.372559
	Iteration 30Q: 3 clusters Score -2462688 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2462705.500000 Penalty: 5028.372559
	Iteration 31Q: 3 clusters Score -2462706 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2462722.500000 Penalty: 5028.372559
	Iteration 32Q: 3 clusters Score -2462722 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2462744.750000 Penalty: 5028.372559
	Iteration 33Q: 3 clusters Score -2462745 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2462766.500000 Penalty: 5028.372559
	Iteration 34Q: 3 clusters Score -2462766 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2462779.250000 Penalty: 5028.372559
	Iteration 35Q: 3 clusters Score -2462779 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2462793.500000 Penalty: 5028.372559
	Iteration 36Q: 3 clusters Score -2462794 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2462812.250000 Penalty: 5028.372559
	Iteration 37Q: 3 clusters Score -2462812 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2462848.750000 Penalty: 5028.372559
	Iteration 38Q: 3 clusters Score -2462849 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2462871.500000 Penalty: 5028.372559
	Iteration 39Q: 3 clusters Score -2462872 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2462903.750000 Penalty: 5028.372559
	Iteration 40F: 3 clusters Score -2462904 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2462935.750000 Penalty: 5028.372559
	Iteration 41Q: 3 clusters Score -2462936 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2462973.500000 Penalty: 5028.372559
	Iteration 42Q: 3 clusters Score -2462974 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2462997.750000 Penalty: 5028.372559
	Iteration 43Q: 3 clusters Score -2462998 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2463035.750000 Penalty: 5028.372559
	Iteration 44Q: 3 clusters Score -2463036 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2463056.750000 Penalty: 5028.372559
	Iteration 45Q: 3 clusters Score -2463057 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2463085.000000 Penalty: 5028.372559
	Iteration 46Q: 3 clusters Score -2463085 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2463130.750000 Penalty: 5028.372559
	Iteration 47Q: 3 clusters Score -2463131 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2463170.750000 Penalty: 5028.372559
	Iteration 48Q: 3 clusters Score -2463171 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2463214.500000 Penalty: 5028.372559
	Iteration 49Q: 3 clusters Score -2463214 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2463248.000000 Penalty: 5028.372559
	Iteration 50Q: 3 clusters Score -2463248 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2463289.500000 Penalty: 5028.372559
	Iteration 51Q: 3 clusters Score -2463290 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2463331.250000 Penalty: 5028.372559
	Iteration 52Q: 3 clusters Score -2463331 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2463377.000000 Penalty: 5028.372559
	Iteration 53Q: 3 clusters Score -2463377 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2463429.000000 Penalty: 5028.372559
	Iteration 54Q: 3 clusters Score -2463429 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2463473.750000 Penalty: 5028.372559
	Iteration 55Q: 3 clusters Score -2463474 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2463546.250000 Penalty: 5028.372559
	Iteration 56Q: 3 clusters Score -2463546 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2463605.750000 Penalty: 5028.372559
	Iteration 57Q: 3 clusters Score -2463606 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2463667.750000 Penalty: 5028.372559
	Iteration 58Q: 3 clusters Score -2463668 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2463740.500000 Penalty: 5028.372559
	Iteration 59Q: 3 clusters Score -2463740 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2463805.750000 Penalty: 5028.372559
	Iteration 60F: 3 clusters Score -2463806 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2463867.250000 Penalty: 5028.372559
	Iteration 61Q: 3 clusters Score -2463867 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2463938.500000 Penalty: 5028.372559
	Iteration 62Q: 3 clusters Score -2463938 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2464003.250000 Penalty: 5028.372559
	Iteration 63Q: 3 clusters Score -2464003 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2464065.250000 Penalty: 5028.372559
	Iteration 64Q: 3 clusters Score -2464065 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2464124.250000 Penalty: 5028.372559
	Iteration 65Q: 3 clusters Score -2464124 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2464191.500000 Penalty: 5028.372559
	Iteration 66Q: 3 clusters Score -2464192 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2464243.500000 Penalty: 5028.372559
	Iteration 67Q: 3 clusters Score -2464244 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2464292.750000 Penalty: 5028.372559
	Iteration 68Q: 3 clusters Score -2464293 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2464337.000000 Penalty: 5028.372559
	Iteration 69Q: 3 clusters Score -2464337 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2464371.250000 Penalty: 5028.372559
	Iteration 70Q: 3 clusters Score -2464371 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2464398.250000 Penalty: 5028.372559
	Iteration 71Q: 3 clusters Score -2464398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2464419.750000 Penalty: 5028.372559
	Iteration 72Q: 3 clusters Score -2464420 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2464444.500000 Penalty: 5028.372559
	Iteration 73Q: 3 clusters Score -2464444 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2464461.750000 Penalty: 5028.372559
	Iteration 74Q: 3 clusters Score -2464462 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2464485.250000 Penalty: 5028.372559
	Iteration 75Q: 3 clusters Score -2464485 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2464505.500000 Penalty: 5028.372559
	Iteration 76Q: 3 clusters Score -2464506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2464521.250000 Penalty: 5028.372559
	Iteration 77Q: 3 clusters Score -2464521 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2464545.750000 Penalty: 5028.372559
	Iteration 78Q: 3 clusters Score -2464546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2464561.250000 Penalty: 5028.372559
	Iteration 79Q: 3 clusters Score -2464561 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2464589.750000 Penalty: 5028.372559
	Iteration 80F: 3 clusters Score -2464590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2464601.250000 Penalty: 5028.372559
	Iteration 81Q: 3 clusters Score -2464601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2464609.750000 Penalty: 5028.372559
	Iteration 82Q: 3 clusters Score -2464610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2464628.750000 Penalty: 5028.372559
	Iteration 83Q: 3 clusters Score -2464629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2464648.000000 Penalty: 5028.372559
	Iteration 84Q: 3 clusters Score -2464648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2464657.500000 Penalty: 5028.372559
	Iteration 85Q: 3 clusters Score -2464658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2464667.250000 Penalty: 5028.372559
	Iteration 86Q: 3 clusters Score -2464667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2464674.250000 Penalty: 5028.372559
	Iteration 87Q: 3 clusters Score -2464674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2464675.250000 Penalty: 5028.372559
	Iteration 88Q: 3 clusters Score -2464675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2464680.000000 Penalty: 5028.372559
	Iteration 89Q: 3 clusters Score -2464680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2464683.250000 Penalty: 5028.372559
	Iteration 90Q: 3 clusters Score -2464683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2464685.250000 Penalty: 5028.372559
	Iteration 91Q: 3 clusters Score -2464685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2464688.500000 Penalty: 5028.372559
	Iteration 92Q: 3 clusters Score -2464688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2464688.500000 Penalty: 5028.372559
	Iteration 93Q: 3 clusters Score -2464688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2464687.750000 Penalty: 5028.372559
	Iteration 94Q: 3 clusters Score -2464688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2464687.750000 Penalty: 5028.372559
	Iteration 95F: 3 clusters Score -2464688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Entering Unmasked Estep 
Score: -5360575.500000 Penalty: 2702.653076
	Iteration 0F: 2 clusters Score -5360576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -5324065.500000 Penalty: 5405.306152
	Iteration 0F: 3 clusters Score -5324066 nChanged 25034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -5337887.500000 Penalty: 5405.306152
	Iteration 1F: 3 clusters Score -5337888 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -5338631.000000 Penalty: 5405.306152
	Iteration 2Q: 3 clusters Score -5338631 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -5339483.000000 Penalty: 5405.306152
	Iteration 3Q: 3 clusters Score -5339483 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -5340641.500000 Penalty: 5405.306152
	Iteration 4Q: 3 clusters Score -5340642 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -5342304.500000 Penalty: 5405.306152
	Iteration 5F: 3 clusters Score -5342304 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -5344568.000000 Penalty: 5405.306152
	Iteration 6F: 3 clusters Score -5344568 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -5347243.500000 Penalty: 5405.306152
	Iteration 7F: 3 clusters Score -5347244 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -5349985.000000 Penalty: 5405.306152
	Iteration 8F: 3 clusters Score -5349985 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -5352161.500000 Penalty: 5405.306152
	Iteration 9F: 3 clusters Score -5352162 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -5353298.000000 Penalty: 5405.306152
	Iteration 10Q: 3 clusters Score -5353298 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -5353885.000000 Penalty: 5405.306152
	Iteration 11Q: 3 clusters Score -5353885 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -5354336.000000 Penalty: 5405.306152
	Iteration 12Q: 3 clusters Score -5354336 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -5354805.000000 Penalty: 5405.306152
	Iteration 13Q: 3 clusters Score -5354805 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -5355517.000000 Penalty: 5405.306152
	Iteration 14Q: 3 clusters Score -5355517 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -5356308.000000 Penalty: 5405.306152
	Iteration 15Q: 3 clusters Score -5356308 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -5356899.500000 Penalty: 5405.306152
	Iteration 16Q: 3 clusters Score -5356900 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -5357287.500000 Penalty: 5405.306152
	Iteration 17Q: 3 clusters Score -5357288 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -5357575.500000 Penalty: 5405.306152
	Iteration 18Q: 3 clusters Score -5357576 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -5357769.000000 Penalty: 5405.306152
	Iteration 19Q: 3 clusters Score -5357769 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -5357885.000000 Penalty: 5405.306152
	Iteration 20F: 3 clusters Score -5357885 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -5358024.000000 Penalty: 5405.306152
	Iteration 21Q: 3 clusters Score -5358024 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -5358115.000000 Penalty: 5405.306152
	Iteration 22Q: 3 clusters Score -5358115 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -5358189.500000 Penalty: 5405.306152
	Iteration 23Q: 3 clusters Score -5358190 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -5358257.500000 Penalty: 5405.306152
	Iteration 24Q: 3 clusters Score -5358258 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -5358319.500000 Penalty: 5405.306152
	Iteration 25Q: 3 clusters Score -5358320 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -5358333.500000 Penalty: 5405.306152
	Iteration 26Q: 3 clusters Score -5358334 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -5358388.000000 Penalty: 5405.306152
	Iteration 27Q: 3 clusters Score -5358388 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -5358434.000000 Penalty: 5405.306152
	Iteration 28Q: 3 clusters Score -5358434 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -5358457.500000 Penalty: 5405.306152
	Iteration 29Q: 3 clusters Score -5358458 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -5358464.500000 Penalty: 5405.306152
	Iteration 30Q: 3 clusters Score -5358464 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -5358487.000000 Penalty: 5405.306152
	Iteration 31Q: 3 clusters Score -5358487 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -5358517.000000 Penalty: 5405.306152
	Iteration 32Q: 3 clusters Score -5358517 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -5358528.500000 Penalty: 5405.306152
	Iteration 33Q: 3 clusters Score -5358528 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -5358568.000000 Penalty: 5405.306152
	Iteration 34Q: 3 clusters Score -5358568 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -5358597.500000 Penalty: 5405.306152
	Iteration 35Q: 3 clusters Score -5358598 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -5358621.000000 Penalty: 5405.306152
	Iteration 36Q: 3 clusters Score -5358621 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -5358648.500000 Penalty: 5405.306152
	Iteration 37Q: 3 clusters Score -5358648 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -5358661.500000 Penalty: 5405.306152
	Iteration 38Q: 3 clusters Score -5358662 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -5358666.000000 Penalty: 5405.306152
	Iteration 39Q: 3 clusters Score -5358666 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -5358697.000000 Penalty: 5405.306152
	Iteration 40F: 3 clusters Score -5358697 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -5358684.000000 Penalty: 5405.306152
	Iteration 41Q: 3 clusters Score -5358684 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -5358702.500000 Penalty: 5405.306152
	Iteration 42Q: 3 clusters Score -5358702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -5358709.500000 Penalty: 5405.306152
	Iteration 43Q: 3 clusters Score -5358710 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -5358698.500000 Penalty: 5405.306152
	Iteration 44Q: 3 clusters Score -5358698 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -5358728.000000 Penalty: 5405.306152
	Iteration 45Q: 3 clusters Score -5358728 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -5358744.000000 Penalty: 5405.306152
	Iteration 46Q: 3 clusters Score -5358744 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -5358762.000000 Penalty: 5405.306152
	Iteration 47Q: 3 clusters Score -5358762 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -5358762.000000 Penalty: 5405.306152
	Iteration 48Q: 3 clusters Score -5358762 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -5358792.000000 Penalty: 5405.306152
	Iteration 49Q: 3 clusters Score -5358792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -5358797.000000 Penalty: 5405.306152
	Iteration 50Q: 3 clusters Score -5358797 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -5358804.000000 Penalty: 5405.306152
	Iteration 51Q: 3 clusters Score -5358804 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -5358803.000000 Penalty: 5405.306152
	Iteration 52Q: 3 clusters Score -5358803 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -5358810.000000 Penalty: 5405.306152
	Iteration 53Q: 3 clusters Score -5358810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -5358827.500000 Penalty: 5405.306152
	Iteration 54Q: 3 clusters Score -5358828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -5358826.000000 Penalty: 5405.306152
	Iteration 55Q: 3 clusters Score -5358826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -5358828.000000 Penalty: 5405.306152
	Iteration 56Q: 3 clusters Score -5358828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -5358833.500000 Penalty: 5405.306152
	Iteration 57Q: 3 clusters Score -5358834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -5358831.000000 Penalty: 5405.306152
	Iteration 58Q: 3 clusters Score -5358831 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -5358819.000000 Penalty: 5405.306152
	Iteration 59Q: 3 clusters Score -5358819 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -5358820.500000 Penalty: 5405.306152
	Iteration 60F: 3 clusters Score -5358820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -5358833.000000 Penalty: 5405.306152
	Iteration 61Q: 3 clusters Score -5358833 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -5358852.000000 Penalty: 5405.306152
	Iteration 62Q: 3 clusters Score -5358852 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -5358857.000000 Penalty: 5405.306152
	Iteration 63Q: 3 clusters Score -5358857 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -5358858.500000 Penalty: 5405.306152
	Iteration 64Q: 3 clusters Score -5358858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -5358882.000000 Penalty: 5405.306152
	Iteration 65Q: 3 clusters Score -5358882 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -5358886.500000 Penalty: 5405.306152
	Iteration 66Q: 3 clusters Score -5358886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -5358897.500000 Penalty: 5405.306152
	Iteration 67Q: 3 clusters Score -5358898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -5358897.000000 Penalty: 5405.306152
	Iteration 68Q: 3 clusters Score -5358897 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -5358895.500000 Penalty: 5405.306152
	Iteration 69Q: 3 clusters Score -5358896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -5358906.500000 Penalty: 5405.306152
	Iteration 70Q: 3 clusters Score -5358906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -5358892.000000 Penalty: 5405.306152
	Iteration 71Q: 3 clusters Score -5358892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -5358895.000000 Penalty: 5405.306152
	Iteration 72Q: 3 clusters Score -5358895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -5358896.000000 Penalty: 5405.306152
	Iteration 73Q: 3 clusters Score -5358896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -5358914.000000 Penalty: 5405.306152
	Iteration 74Q: 3 clusters Score -5358914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -5358924.500000 Penalty: 5405.306152
	Iteration 75Q: 3 clusters Score -5358924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -5358923.000000 Penalty: 5405.306152
	Iteration 76Q: 3 clusters Score -5358923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -5358916.500000 Penalty: 5405.306152
	Iteration 77Q: 3 clusters Score -5358916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -5358915.000000 Penalty: 5405.306152
	Iteration 78Q: 3 clusters Score -5358915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -5358939.000000 Penalty: 5405.306152
	Iteration 79Q: 3 clusters Score -5358939 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -5358953.000000 Penalty: 5405.306152
	Iteration 80F: 3 clusters Score -5358953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -5358935.000000 Penalty: 5405.306152
	Iteration 81Q: 3 clusters Score -5358935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -5358940.500000 Penalty: 5405.306152
	Iteration 82Q: 3 clusters Score -5358940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -5358935.500000 Penalty: 5405.306152
	Iteration 83Q: 3 clusters Score -5358936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -5358952.500000 Penalty: 5405.306152
	Iteration 84Q: 3 clusters Score -5358952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -5358949.500000 Penalty: 5405.306152
	Iteration 85Q: 3 clusters Score -5358950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -5358946.500000 Penalty: 5405.306152
	Iteration 86Q: 3 clusters Score -5358946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -5358952.500000 Penalty: 5405.306152
	Iteration 87Q: 3 clusters Score -5358952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -5358957.500000 Penalty: 5405.306152
	Iteration 88Q: 3 clusters Score -5358958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -5358964.500000 Penalty: 5405.306152
	Iteration 89Q: 3 clusters Score -5358964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -5358962.500000 Penalty: 5405.306152
	Iteration 90Q: 3 clusters Score -5358962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -5358965.000000 Penalty: 5405.306152
	Iteration 91Q: 3 clusters Score -5358965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -5358960.500000 Penalty: 5405.306152
	Iteration 92Q: 3 clusters Score -5358960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -5358959.000000 Penalty: 5405.306152
	Iteration 93Q: 3 clusters Score -5358959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -5358958.000000 Penalty: 5405.306152
	Iteration 94Q: 3 clusters Score -5358958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -5358972.500000 Penalty: 5405.306152
	Iteration 95Q: 3 clusters Score -5358972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -5358972.500000 Penalty: 5405.306152
	Iteration 96Q: 3 clusters Score -5358972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -5358982.500000 Penalty: 5405.306152
	Iteration 97Q: 3 clusters Score -5358982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -5358994.000000 Penalty: 5405.306152
	Iteration 98Q: 3 clusters Score -5358994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -5358997.000000 Penalty: 5405.306152
	Iteration 99Q: 3 clusters Score -5358997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -5358991.500000 Penalty: 5405.306152
	Iteration 100F: 3 clusters Score -5358992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -5359000.500000 Penalty: 5405.306152
	Iteration 101Q: 3 clusters Score -5359000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -5359002.000000 Penalty: 5405.306152
	Iteration 102Q: 3 clusters Score -5359002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -5358997.500000 Penalty: 5405.306152
	Iteration 103Q: 3 clusters Score -5358998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -5359004.000000 Penalty: 5405.306152
	Iteration 104Q: 3 clusters Score -5359004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -5359006.500000 Penalty: 5405.306152
	Iteration 105Q: 3 clusters Score -5359006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -5359002.000000 Penalty: 5405.306152
	Iteration 106Q: 3 clusters Score -5359002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -5359006.500000 Penalty: 5405.306152
	Iteration 107Q: 3 clusters Score -5359006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -5359010.000000 Penalty: 5405.306152
	Iteration 108Q: 3 clusters Score -5359010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -5359010.500000 Penalty: 5405.306152
	Iteration 109Q: 3 clusters Score -5359010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -5359007.000000 Penalty: 5405.306152
	Iteration 110Q: 3 clusters Score -5359007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -5359005.000000 Penalty: 5405.306152
	Iteration 111Q: 3 clusters Score -5359005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -5359004.500000 Penalty: 5405.306152
	Iteration 112Q: 3 clusters Score -5359004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -5359006.000000 Penalty: 5405.306152
	Iteration 113Q: 3 clusters Score -5359006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -5359009.000000 Penalty: 5405.306152
	Iteration 114Q: 3 clusters Score -5359009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -5359009.000000 Penalty: 5405.306152
	Iteration 115F: 3 clusters Score -5359009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Entering Unmasked Estep 
Score: -2983560.500000 Penalty: 2566.561523
	Iteration 0F: 2 clusters Score -2983560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2962211.000000 Penalty: 5133.123047
	Iteration 0F: 3 clusters Score -2962211 nChanged 14089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2969870.500000 Penalty: 5133.123047
	Iteration 1F: 3 clusters Score -2969870 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2970447.750000 Penalty: 5133.123047
	Iteration 2Q: 3 clusters Score -2970448 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2971076.250000 Penalty: 5133.123047
	Iteration 3Q: 3 clusters Score -2971076 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2971884.250000 Penalty: 5133.123047
	Iteration 4Q: 3 clusters Score -2971884 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2972929.250000 Penalty: 5133.123047
	Iteration 5F: 3 clusters Score -2972929 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2974148.750000 Penalty: 5133.123047
	Iteration 6F: 3 clusters Score -2974149 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2975594.500000 Penalty: 5133.123047
	Iteration 7F: 3 clusters Score -2975594 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2977209.500000 Penalty: 5133.123047
	Iteration 8F: 3 clusters Score -2977210 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2978690.500000 Penalty: 5133.123047
	Iteration 9Q: 3 clusters Score -2978690 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2979813.250000 Penalty: 5133.123047
	Iteration 10Q: 3 clusters Score -2979813 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2980568.500000 Penalty: 5133.123047
	Iteration 11Q: 3 clusters Score -2980568 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2981075.250000 Penalty: 5133.123047
	Iteration 12Q: 3 clusters Score -2981075 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2981353.000000 Penalty: 5133.123047
	Iteration 13Q: 3 clusters Score -2981353 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2981540.750000 Penalty: 5133.123047
	Iteration 14Q: 3 clusters Score -2981541 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2981661.250000 Penalty: 5133.123047
	Iteration 15Q: 3 clusters Score -2981661 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2981724.000000 Penalty: 5133.123047
	Iteration 16Q: 3 clusters Score -2981724 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2981769.750000 Penalty: 5133.123047
	Iteration 17Q: 3 clusters Score -2981770 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2981802.500000 Penalty: 5133.123047
	Iteration 18Q: 3 clusters Score -2981802 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2981843.000000 Penalty: 5133.123047
	Iteration 19Q: 3 clusters Score -2981843 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2981880.000000 Penalty: 5133.123047
	Iteration 20F: 3 clusters Score -2981880 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2981914.500000 Penalty: 5133.123047
	Iteration 21Q: 3 clusters Score -2981914 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2981942.250000 Penalty: 5133.123047
	Iteration 22Q: 3 clusters Score -2981942 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2981951.000000 Penalty: 5133.123047
	Iteration 23Q: 3 clusters Score -2981951 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2981973.250000 Penalty: 5133.123047
	Iteration 24Q: 3 clusters Score -2981973 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2981979.750000 Penalty: 5133.123047
	Iteration 25Q: 3 clusters Score -2981980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2981991.250000 Penalty: 5133.123047
	Iteration 26Q: 3 clusters Score -2981991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2981997.750000 Penalty: 5133.123047
	Iteration 27Q: 3 clusters Score -2981998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2982008.500000 Penalty: 5133.123047
	Iteration 28Q: 3 clusters Score -2982008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2982022.750000 Penalty: 5133.123047
	Iteration 29Q: 3 clusters Score -2982023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2982022.000000 Penalty: 5133.123047
	Iteration 30Q: 3 clusters Score -2982022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2982028.750000 Penalty: 5133.123047
	Iteration 31Q: 3 clusters Score -2982029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2982030.250000 Penalty: 5133.123047
	Iteration 32Q: 3 clusters Score -2982030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2982036.000000 Penalty: 5133.123047
	Iteration 33Q: 3 clusters Score -2982036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2982038.750000 Penalty: 5133.123047
	Iteration 34Q: 3 clusters Score -2982039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2982040.750000 Penalty: 5133.123047
	Iteration 35Q: 3 clusters Score -2982041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2982041.250000 Penalty: 5133.123047
	Iteration 36Q: 3 clusters Score -2982041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2982043.250000 Penalty: 5133.123047
	Iteration 37Q: 3 clusters Score -2982043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2982045.000000 Penalty: 5133.123047
	Iteration 38Q: 3 clusters Score -2982045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2982050.000000 Penalty: 5133.123047
	Iteration 39Q: 3 clusters Score -2982050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2982055.750000 Penalty: 5133.123047
	Iteration 40F: 3 clusters Score -2982056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2982054.000000 Penalty: 5133.123047
	Iteration 41Q: 3 clusters Score -2982054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2982055.000000 Penalty: 5133.123047
	Iteration 42Q: 3 clusters Score -2982055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2982054.750000 Penalty: 5133.123047
	Iteration 43Q: 3 clusters Score -2982055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2982053.250000 Penalty: 5133.123047
	Iteration 44Q: 3 clusters Score -2982053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2982053.250000 Penalty: 5133.123047
	Iteration 45F: 3 clusters Score -2982053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (223122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223122 members 
Entering Unmasked Estep 
Score: -21812488.000000 Penalty: 3054.237549
	Iteration 0F: 2 clusters Score -2.181249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111341 members 
Mstep: Class 2 contains 111781 members 
Entering Unmasked Estep 
Score: -21665890.000000 Penalty: 6108.475098
	Iteration 0F: 3 clusters Score -2.166589e+07 nChanged 107074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108553 members 
Mstep: Class 2 contains 114569 members 
Entering Unmasked Estep 
Score: -21728260.000000 Penalty: 6108.475098
	Iteration 1F: 3 clusters Score -2.172826e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107420 members 
Mstep: Class 2 contains 115702 members 
Entering Unmasked Estep 
Score: -21729338.000000 Penalty: 6108.475098
	Iteration 2Q: 3 clusters Score -2.172934e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105983 members 
Mstep: Class 2 contains 117139 members 
Entering Unmasked Estep 
Score: -21731116.000000 Penalty: 6108.475098
	Iteration 3Q: 3 clusters Score -2.173112e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103955 members 
Mstep: Class 2 contains 119167 members 
Entering Unmasked Estep 
Score: -21733888.000000 Penalty: 6108.475098
	Iteration 4Q: 3 clusters Score -2.173389e+07 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101261 members 
Mstep: Class 2 contains 121861 members 
Entering Unmasked Estep 
Score: -21737982.000000 Penalty: 6108.475098
	Iteration 5Q: 3 clusters Score -2.173798e+07 nChanged 11069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97594 members 
Mstep: Class 2 contains 125528 members 
Entering Unmasked Estep 
Score: -21743840.000000 Penalty: 6108.475098
	Iteration 6Q: 3 clusters Score -2.174384e+07 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92658 members 
Mstep: Class 2 contains 130464 members 
Entering Unmasked Estep 
Score: -21751396.000000 Penalty: 6108.475098
	Iteration 7F: 3 clusters Score -2.17514e+07 nChanged 13213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86287 members 
Mstep: Class 2 contains 136835 members 
Entering Unmasked Estep 
Score: -21759662.000000 Penalty: 6108.475098
	Iteration 8F: 3 clusters Score -2.175966e+07 nChanged 12622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78701 members 
Mstep: Class 2 contains 144421 members 
Entering Unmasked Estep 
Score: -21767542.000000 Penalty: 6108.475098
	Iteration 9F: 3 clusters Score -2.176754e+07 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 152927 members 
Entering Unmasked Estep 
Score: -21774334.000000 Penalty: 6108.475098
	Iteration 10F: 3 clusters Score -2.177433e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 162139 members 
Entering Unmasked Estep 
Score: -21780346.000000 Penalty: 6108.475098
	Iteration 11Q: 3 clusters Score -2.178035e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 171974 members 
Entering Unmasked Estep 
Score: -21785330.000000 Penalty: 6108.475098
	Iteration 12Q: 3 clusters Score -2.178533e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 181886 members 
Entering Unmasked Estep 
Score: -21790436.000000 Penalty: 6108.475098
	Iteration 13Q: 3 clusters Score -2.179044e+07 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 191301 members 
Entering Unmasked Estep 
Score: -21795292.000000 Penalty: 6108.475098
	Iteration 14Q: 3 clusters Score -2.179529e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 199608 members 
Entering Unmasked Estep 
Score: -21799422.000000 Penalty: 6108.475098
	Iteration 15Q: 3 clusters Score -2.179942e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 206406 members 
Entering Unmasked Estep 
Score: -21802642.000000 Penalty: 6108.475098
	Iteration 16Q: 3 clusters Score -2.180264e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 211533 members 
Entering Unmasked Estep 
Score: -21804930.000000 Penalty: 6108.475098
	Iteration 17Q: 3 clusters Score -2.180493e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 215159 members 
Entering Unmasked Estep 
Score: -21806584.000000 Penalty: 6108.475098
	Iteration 18Q: 3 clusters Score -2.180658e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 217519 members 
Entering Unmasked Estep 
Score: -21807710.000000 Penalty: 6108.475098
	Iteration 19Q: 3 clusters Score -2.180771e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 219046 members 
Entering Unmasked Estep 
Score: -21808408.000000 Penalty: 6108.475098
	Iteration 20F: 3 clusters Score -2.180841e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 220072 members 
Entering Unmasked Estep 
Score: -21808874.000000 Penalty: 6108.475098
	Iteration 21Q: 3 clusters Score -2.180887e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 220728 members 
Entering Unmasked Estep 
Score: -21809218.000000 Penalty: 6108.475098
	Iteration 22Q: 3 clusters Score -2.180922e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 221129 members 
Entering Unmasked Estep 
Score: -21809428.000000 Penalty: 6108.475098
	Iteration 23Q: 3 clusters Score -2.180943e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 221396 members 
Entering Unmasked Estep 
Score: -21809512.000000 Penalty: 6108.475098
	Iteration 24Q: 3 clusters Score -2.180951e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 221604 members 
Entering Unmasked Estep 
Score: -21809616.000000 Penalty: 6108.475098
	Iteration 25Q: 3 clusters Score -2.180962e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 221760 members 
Entering Unmasked Estep 
Score: -21809708.000000 Penalty: 6108.475098
	Iteration 26Q: 3 clusters Score -2.180971e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 221861 members 
Entering Unmasked Estep 
Score: -21809744.000000 Penalty: 6108.475098
	Iteration 27Q: 3 clusters Score -2.180974e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 221933 members 
Entering Unmasked Estep 
Score: -21809814.000000 Penalty: 6108.475098
	Iteration 28Q: 3 clusters Score -2.180981e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 221988 members 
Entering Unmasked Estep 
Score: -21809824.000000 Penalty: 6108.475098
	Iteration 29Q: 3 clusters Score -2.180982e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 222026 members 
Entering Unmasked Estep 
Score: -21809874.000000 Penalty: 6108.475098
	Iteration 30Q: 3 clusters Score -2.180987e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 222063 members 
Entering Unmasked Estep 
Score: -21809876.000000 Penalty: 6108.475098
	Iteration 31Q: 3 clusters Score -2.180988e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 222085 members 
Entering Unmasked Estep 
Score: -21809876.000000 Penalty: 6108.475098
	Iteration 32Q: 3 clusters Score -2.180988e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 222104 members 
Entering Unmasked Estep 
Score: -21809896.000000 Penalty: 6108.475098
	Iteration 33Q: 3 clusters Score -2.18099e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 222123 members 
Entering Unmasked Estep 
Score: -21809902.000000 Penalty: 6108.475098
	Iteration 34Q: 3 clusters Score -2.18099e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 222133 members 
Entering Unmasked Estep 
Score: -21809908.000000 Penalty: 6108.475098
	Iteration 35Q: 3 clusters Score -2.180991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 222142 members 
Entering Unmasked Estep 
Score: -21809918.000000 Penalty: 6108.475098
	Iteration 36Q: 3 clusters Score -2.180992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 222153 members 
Entering Unmasked Estep 
Score: -21809928.000000 Penalty: 6108.475098
	Iteration 37Q: 3 clusters Score -2.180993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 222156 members 
Entering Unmasked Estep 
Score: -21809932.000000 Penalty: 6108.475098
	Iteration 38Q: 3 clusters Score -2.180993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 222164 members 
Entering Unmasked Estep 
Score: -21809958.000000 Penalty: 6108.475098
	Iteration 39Q: 3 clusters Score -2.180996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 222171 members 
Entering Unmasked Estep 
Score: -21809954.000000 Penalty: 6108.475098
	Iteration 40F: 3 clusters Score -2.180995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 222177 members 
Entering Unmasked Estep 
Score: -21809960.000000 Penalty: 6108.475098
	Iteration 41Q: 3 clusters Score -2.180996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 222183 members 
Entering Unmasked Estep 
Score: -21809966.000000 Penalty: 6108.475098
	Iteration 42Q: 3 clusters Score -2.180997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 222184 members 
Entering Unmasked Estep 
Score: -21809966.000000 Penalty: 6108.475098
	Iteration 43Q: 3 clusters Score -2.180997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 222190 members 
Entering Unmasked Estep 
Score: -21809968.000000 Penalty: 6108.475098
	Iteration 44Q: 3 clusters Score -2.180997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 222197 members 
Entering Unmasked Estep 
Score: -21809982.000000 Penalty: 6108.475098
	Iteration 45Q: 3 clusters Score -2.180998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 222200 members 
Entering Unmasked Estep 
Score: -21809988.000000 Penalty: 6108.475098
	Iteration 46Q: 3 clusters Score -2.180999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 222206 members 
Entering Unmasked Estep 
Score: -21809976.000000 Penalty: 6108.475098
	Iteration 47Q: 3 clusters Score -2.180998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 222211 members 
Entering Unmasked Estep 
Score: -21809994.000000 Penalty: 6108.475098
	Iteration 48Q: 3 clusters Score -2.180999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 222214 members 
Entering Unmasked Estep 
Score: -21809984.000000 Penalty: 6108.475098
	Iteration 49Q: 3 clusters Score -2.180998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 222222 members 
Entering Unmasked Estep 
Score: -21810006.000000 Penalty: 6108.475098
	Iteration 50Q: 3 clusters Score -2.181001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 222228 members 
Entering Unmasked Estep 
Score: -21810006.000000 Penalty: 6108.475098
	Iteration 51Q: 3 clusters Score -2.181001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 222237 members 
Entering Unmasked Estep 
Score: -21810002.000000 Penalty: 6108.475098
	Iteration 52Q: 3 clusters Score -2.181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 222241 members 
Entering Unmasked Estep 
Score: -21810008.000000 Penalty: 6108.475098
	Iteration 53Q: 3 clusters Score -2.181001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 222241 members 
Entering Unmasked Estep 
Score: -21810002.000000 Penalty: 6108.475098
	Iteration 54Q: 3 clusters Score -2.181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 222244 members 
Entering Unmasked Estep 
Score: -21810008.000000 Penalty: 6108.475098
	Iteration 55Q: 3 clusters Score -2.181001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 222250 members 
Entering Unmasked Estep 
Score: -21809984.000000 Penalty: 6108.475098
	Iteration 56Q: 3 clusters Score -2.180998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 222257 members 
Entering Unmasked Estep 
Score: -21810012.000000 Penalty: 6108.475098
	Iteration 57Q: 3 clusters Score -2.181001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 222262 members 
Entering Unmasked Estep 
Score: -21810010.000000 Penalty: 6108.475098
	Iteration 58Q: 3 clusters Score -2.181001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 222261 members 
Entering Unmasked Estep 
Score: -21810010.000000 Penalty: 6108.475098
	Iteration 59Q: 3 clusters Score -2.181001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 222263 members 
Entering Unmasked Estep 
Score: -21810014.000000 Penalty: 6108.475098
	Iteration 60F: 3 clusters Score -2.181001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 222263 members 
Entering Unmasked Estep 
Score: -21810026.000000 Penalty: 6108.475098
	Iteration 61Q: 3 clusters Score -2.181003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 222267 members 
Entering Unmasked Estep 
Score: -21810030.000000 Penalty: 6108.475098
	Iteration 62Q: 3 clusters Score -2.181003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 222268 members 
Entering Unmasked Estep 
Score: -21810036.000000 Penalty: 6108.475098
	Iteration 63Q: 3 clusters Score -2.181004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 222268 members 
Entering Unmasked Estep 
Score: -21810036.000000 Penalty: 6108.475098
	Iteration 64F: 3 clusters Score -2.181004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (306583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306583 members 
Entering Unmasked Estep 
Score: -30030126.000000 Penalty: 3133.044434
	Iteration 0F: 2 clusters Score -3.003013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153839 members 
Mstep: Class 2 contains 152744 members 
Entering Unmasked Estep 
Score: -29835140.000000 Penalty: 6266.088867
	Iteration 0F: 3 clusters Score -2.983514e+07 nChanged 148259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163998 members 
Mstep: Class 2 contains 142585 members 
Entering Unmasked Estep 
Score: -29924038.000000 Penalty: 6266.088867
	Iteration 1F: 3 clusters Score -2.992404e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170168 members 
Mstep: Class 2 contains 136415 members 
Entering Unmasked Estep 
Score: -29926802.000000 Penalty: 6266.088867
	Iteration 2Q: 3 clusters Score -2.99268e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179660 members 
Mstep: Class 2 contains 126923 members 
Entering Unmasked Estep 
Score: -29931028.000000 Penalty: 6266.088867
	Iteration 3Q: 3 clusters Score -2.993103e+07 nChanged 15799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193545 members 
Mstep: Class 2 contains 113038 members 
Entering Unmasked Estep 
Score: -29938630.000000 Penalty: 6266.088867
	Iteration 4F: 3 clusters Score -2.993863e+07 nChanged 20395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212654 members 
Mstep: Class 2 contains 93929 members 
Entering Unmasked Estep 
Score: -29951550.000000 Penalty: 6266.088867
	Iteration 5F: 3 clusters Score -2.995155e+07 nChanged 23471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235367 members 
Mstep: Class 2 contains 71216 members 
Entering Unmasked Estep 
Score: -29969634.000000 Penalty: 6266.088867
	Iteration 6F: 3 clusters Score -2.996963e+07 nChanged 22359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257240 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -29988306.000000 Penalty: 6266.088867
	Iteration 7F: 3 clusters Score -2.998831e+07 nChanged 16856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273640 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -30003008.000000 Penalty: 6266.088867
	Iteration 8F: 3 clusters Score -3.000301e+07 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284064 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -30012206.000000 Penalty: 6266.088867
	Iteration 9Q: 3 clusters Score -3.001221e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290597 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -30017510.000000 Penalty: 6266.088867
	Iteration 10Q: 3 clusters Score -3.001751e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295073 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -30020846.000000 Penalty: 6266.088867
	Iteration 11Q: 3 clusters Score -3.002085e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298162 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -30022830.000000 Penalty: 6266.088867
	Iteration 12Q: 3 clusters Score -3.002283e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300379 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -30024248.000000 Penalty: 6266.088867
	Iteration 13Q: 3 clusters Score -3.002425e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301934 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -30025192.000000 Penalty: 6266.088867
	Iteration 14Q: 3 clusters Score -3.002519e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303016 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -30025954.000000 Penalty: 6266.088867
	Iteration 15Q: 3 clusters Score -3.002595e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303727 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -30026374.000000 Penalty: 6266.088867
	Iteration 16Q: 3 clusters Score -3.002637e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304207 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -30026696.000000 Penalty: 6266.088867
	Iteration 17Q: 3 clusters Score -3.00267e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304536 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -30026920.000000 Penalty: 6266.088867
	Iteration 18Q: 3 clusters Score -3.002692e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304782 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -30026966.000000 Penalty: 6266.088867
	Iteration 19Q: 3 clusters Score -3.002697e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304966 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -30027046.000000 Penalty: 6266.088867
	Iteration 20F: 3 clusters Score -3.002705e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305096 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -30027114.000000 Penalty: 6266.088867
	Iteration 21Q: 3 clusters Score -3.002711e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305201 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -30027192.000000 Penalty: 6266.088867
	Iteration 22Q: 3 clusters Score -3.002719e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305284 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -30027222.000000 Penalty: 6266.088867
	Iteration 23Q: 3 clusters Score -3.002722e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305352 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -30027278.000000 Penalty: 6266.088867
	Iteration 24Q: 3 clusters Score -3.002728e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305409 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -30027284.000000 Penalty: 6266.088867
	Iteration 25Q: 3 clusters Score -3.002728e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305450 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -30027380.000000 Penalty: 6266.088867
	Iteration 26Q: 3 clusters Score -3.002738e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305481 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -30027388.000000 Penalty: 6266.088867
	Iteration 27Q: 3 clusters Score -3.002739e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305514 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -30027408.000000 Penalty: 6266.088867
	Iteration 28Q: 3 clusters Score -3.002741e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305545 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -30027446.000000 Penalty: 6266.088867
	Iteration 29Q: 3 clusters Score -3.002745e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305565 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -30027466.000000 Penalty: 6266.088867
	Iteration 30Q: 3 clusters Score -3.002747e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305577 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -30027472.000000 Penalty: 6266.088867
	Iteration 31Q: 3 clusters Score -3.002747e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305587 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -30027492.000000 Penalty: 6266.088867
	Iteration 32Q: 3 clusters Score -3.002749e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305601 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -30027492.000000 Penalty: 6266.088867
	Iteration 33Q: 3 clusters Score -3.002749e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305614 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -30027510.000000 Penalty: 6266.088867
	Iteration 34Q: 3 clusters Score -3.002751e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305629 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -30027506.000000 Penalty: 6266.088867
	Iteration 35Q: 3 clusters Score -3.002751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305633 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -30027510.000000 Penalty: 6266.088867
	Iteration 36Q: 3 clusters Score -3.002751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305634 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -30027518.000000 Penalty: 6266.088867
	Iteration 37Q: 3 clusters Score -3.002752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305638 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -30027508.000000 Penalty: 6266.088867
	Iteration 38Q: 3 clusters Score -3.002751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305645 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -30027518.000000 Penalty: 6266.088867
	Iteration 39Q: 3 clusters Score -3.002752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305650 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -30027516.000000 Penalty: 6266.088867
	Iteration 40F: 3 clusters Score -3.002752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305656 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -30027520.000000 Penalty: 6266.088867
	Iteration 41Q: 3 clusters Score -3.002752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305662 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -30027528.000000 Penalty: 6266.088867
	Iteration 42Q: 3 clusters Score -3.002753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305666 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -30027532.000000 Penalty: 6266.088867
	Iteration 43Q: 3 clusters Score -3.002753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305666 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -30027546.000000 Penalty: 6266.088867
	Iteration 44Q: 3 clusters Score -3.002755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305668 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -30027538.000000 Penalty: 6266.088867
	Iteration 45Q: 3 clusters Score -3.002754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305668 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -30027538.000000 Penalty: 6266.088867
	Iteration 46F: 3 clusters Score -3.002754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Entering Unmasked Estep 
Score: -1629325.000000 Penalty: 2408.582031
	Iteration 0F: 2 clusters Score -1629325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1617469.250000 Penalty: 4817.164062
	Iteration 0F: 3 clusters Score -1617469 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1621085.125000 Penalty: 4817.164062
	Iteration 1F: 3 clusters Score -1621085 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1621426.875000 Penalty: 4817.164062
	Iteration 2F: 3 clusters Score -1621427 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1621671.625000 Penalty: 4817.164062
	Iteration 3Q: 3 clusters Score -1621672 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1621894.625000 Penalty: 4817.164062
	Iteration 4Q: 3 clusters Score -1621895 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1622100.500000 Penalty: 4817.164062
	Iteration 5Q: 3 clusters Score -1622100 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1622319.875000 Penalty: 4817.164062
	Iteration 6Q: 3 clusters Score -1622320 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1622523.875000 Penalty: 4817.164062
	Iteration 7Q: 3 clusters Score -1622524 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1622735.375000 Penalty: 4817.164062
	Iteration 8Q: 3 clusters Score -1622735 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1622958.125000 Penalty: 4817.164062
	Iteration 9Q: 3 clusters Score -1622958 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1623199.625000 Penalty: 4817.164062
	Iteration 10Q: 3 clusters Score -1623200 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1623435.750000 Penalty: 4817.164062
	Iteration 11Q: 3 clusters Score -1623436 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1623733.125000 Penalty: 4817.164062
	Iteration 12Q: 3 clusters Score -1623733 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1624071.250000 Penalty: 4817.164062
	Iteration 13Q: 3 clusters Score -1624071 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1624401.125000 Penalty: 4817.164062
	Iteration 14Q: 3 clusters Score -1624401 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1624751.125000 Penalty: 4817.164062
	Iteration 15Q: 3 clusters Score -1624751 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1625108.875000 Penalty: 4817.164062
	Iteration 16Q: 3 clusters Score -1625109 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1625443.875000 Penalty: 4817.164062
	Iteration 17Q: 3 clusters Score -1625444 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1625768.875000 Penalty: 4817.164062
	Iteration 18Q: 3 clusters Score -1625769 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1626052.375000 Penalty: 4817.164062
	Iteration 19Q: 3 clusters Score -1626052 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1626264.500000 Penalty: 4817.164062
	Iteration 20F: 3 clusters Score -1626264 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1626463.750000 Penalty: 4817.164062
	Iteration 21Q: 3 clusters Score -1626464 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1626631.375000 Penalty: 4817.164062
	Iteration 22Q: 3 clusters Score -1626631 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1626776.375000 Penalty: 4817.164062
	Iteration 23Q: 3 clusters Score -1626776 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1626876.250000 Penalty: 4817.164062
	Iteration 24Q: 3 clusters Score -1626876 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1626952.375000 Penalty: 4817.164062
	Iteration 25Q: 3 clusters Score -1626952 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1626994.375000 Penalty: 4817.164062
	Iteration 26Q: 3 clusters Score -1626994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1627035.250000 Penalty: 4817.164062
	Iteration 27Q: 3 clusters Score -1627035 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1627078.875000 Penalty: 4817.164062
	Iteration 28Q: 3 clusters Score -1627079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1627106.625000 Penalty: 4817.164062
	Iteration 29Q: 3 clusters Score -1627107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1627123.250000 Penalty: 4817.164062
	Iteration 30Q: 3 clusters Score -1627123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1627139.500000 Penalty: 4817.164062
	Iteration 31Q: 3 clusters Score -1627140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1627150.750000 Penalty: 4817.164062
	Iteration 32Q: 3 clusters Score -1627151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1627168.125000 Penalty: 4817.164062
	Iteration 33Q: 3 clusters Score -1627168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1627178.750000 Penalty: 4817.164062
	Iteration 34Q: 3 clusters Score -1627179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1627190.875000 Penalty: 4817.164062
	Iteration 35Q: 3 clusters Score -1627191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1627196.000000 Penalty: 4817.164062
	Iteration 36Q: 3 clusters Score -1627196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1627206.375000 Penalty: 4817.164062
	Iteration 37Q: 3 clusters Score -1627206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1627212.250000 Penalty: 4817.164062
	Iteration 38Q: 3 clusters Score -1627212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1627213.750000 Penalty: 4817.164062
	Iteration 39Q: 3 clusters Score -1627214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1627216.000000 Penalty: 4817.164062
	Iteration 40F: 3 clusters Score -1627216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1627219.875000 Penalty: 4817.164062
	Iteration 41Q: 3 clusters Score -1627220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1627229.125000 Penalty: 4817.164062
	Iteration 42Q: 3 clusters Score -1627229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1627229.250000 Penalty: 4817.164062
	Iteration 43Q: 3 clusters Score -1627229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1627232.500000 Penalty: 4817.164062
	Iteration 44Q: 3 clusters Score -1627232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1627233.125000 Penalty: 4817.164062
	Iteration 45Q: 3 clusters Score -1627233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1627233.875000 Penalty: 4817.164062
	Iteration 46Q: 3 clusters Score -1627234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1627237.375000 Penalty: 4817.164062
	Iteration 47Q: 3 clusters Score -1627237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1627238.375000 Penalty: 4817.164062
	Iteration 48Q: 3 clusters Score -1627238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1627238.875000 Penalty: 4817.164062
	Iteration 49Q: 3 clusters Score -1627239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1627238.625000 Penalty: 4817.164062
	Iteration 50Q: 3 clusters Score -1627239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1627238.625000 Penalty: 4817.164062
	Iteration 51F: 3 clusters Score -1627239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (165071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165071 members 
Entering Unmasked Estep 
Score: -16365978.000000 Penalty: 2979.504395
	Iteration 0F: 2 clusters Score -1.636598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82939 members 
Mstep: Class 2 contains 82132 members 
Entering Unmasked Estep 
Score: -16255565.000000 Penalty: 5959.008789
	Iteration 0F: 3 clusters Score -1.625556e+07 nChanged 79023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87882 members 
Mstep: Class 2 contains 77189 members 
Entering Unmasked Estep 
Score: -16302546.000000 Penalty: 5959.008789
	Iteration 1F: 3 clusters Score -1.630255e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 74579 members 
Entering Unmasked Estep 
Score: -16304329.000000 Penalty: 5959.008789
	Iteration 2Q: 3 clusters Score -1.630433e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 70807 members 
Entering Unmasked Estep 
Score: -16306919.000000 Penalty: 5959.008789
	Iteration 3Q: 3 clusters Score -1.630692e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99731 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -16311220.000000 Penalty: 5959.008789
	Iteration 4Q: 3 clusters Score -1.631122e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107415 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -16317641.000000 Penalty: 5959.008789
	Iteration 5F: 3 clusters Score -1.631764e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116960 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -16326253.000000 Penalty: 5959.008789
	Iteration 6F: 3 clusters Score -1.632625e+07 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127377 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -16335684.000000 Penalty: 5959.008789
	Iteration 7F: 3 clusters Score -1.633568e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137197 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -16344480.000000 Penalty: 5959.008789
	Iteration 8F: 3 clusters Score -1.634448e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145220 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -16351249.000000 Penalty: 5959.008789
	Iteration 9Q: 3 clusters Score -1.635125e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151137 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -16355873.000000 Penalty: 5959.008789
	Iteration 10Q: 3 clusters Score -1.635587e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155127 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -16358712.000000 Penalty: 5959.008789
	Iteration 11Q: 3 clusters Score -1.635871e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157845 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -16360460.000000 Penalty: 5959.008789
	Iteration 12Q: 3 clusters Score -1.636046e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159662 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -16361507.000000 Penalty: 5959.008789
	Iteration 13Q: 3 clusters Score -1.636151e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160869 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -16362161.000000 Penalty: 5959.008789
	Iteration 14Q: 3 clusters Score -1.636216e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161625 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -16362567.000000 Penalty: 5959.008789
	Iteration 15Q: 3 clusters Score -1.636257e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162132 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -16362888.000000 Penalty: 5959.008789
	Iteration 16Q: 3 clusters Score -1.636289e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162499 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -16363113.000000 Penalty: 5959.008789
	Iteration 17Q: 3 clusters Score -1.636311e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162754 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -16363167.000000 Penalty: 5959.008789
	Iteration 18Q: 3 clusters Score -1.636317e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162947 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -16363257.000000 Penalty: 5959.008789
	Iteration 19Q: 3 clusters Score -1.636326e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163092 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -16363320.000000 Penalty: 5959.008789
	Iteration 20F: 3 clusters Score -1.636332e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163210 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -16363352.000000 Penalty: 5959.008789
	Iteration 21Q: 3 clusters Score -1.636335e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163302 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -16363378.000000 Penalty: 5959.008789
	Iteration 22Q: 3 clusters Score -1.636338e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163366 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -16363396.000000 Penalty: 5959.008789
	Iteration 23Q: 3 clusters Score -1.63634e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163411 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -16363441.000000 Penalty: 5959.008789
	Iteration 24Q: 3 clusters Score -1.636344e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163456 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -16363454.000000 Penalty: 5959.008789
	Iteration 25Q: 3 clusters Score -1.636345e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163507 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -16363496.000000 Penalty: 5959.008789
	Iteration 26Q: 3 clusters Score -1.63635e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163548 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -16363519.000000 Penalty: 5959.008789
	Iteration 27Q: 3 clusters Score -1.636352e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163582 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -16363581.000000 Penalty: 5959.008789
	Iteration 28Q: 3 clusters Score -1.636358e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163603 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -16363606.000000 Penalty: 5959.008789
	Iteration 29Q: 3 clusters Score -1.636361e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163623 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -16363623.000000 Penalty: 5959.008789
	Iteration 30Q: 3 clusters Score -1.636362e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163647 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -16363616.000000 Penalty: 5959.008789
	Iteration 31Q: 3 clusters Score -1.636362e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163677 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -16363637.000000 Penalty: 5959.008789
	Iteration 32Q: 3 clusters Score -1.636364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163692 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -16363644.000000 Penalty: 5959.008789
	Iteration 33Q: 3 clusters Score -1.636364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163708 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -16363628.000000 Penalty: 5959.008789
	Iteration 34Q: 3 clusters Score -1.636363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163722 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -16363617.000000 Penalty: 5959.008789
	Iteration 35Q: 3 clusters Score -1.636362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163733 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -16363616.000000 Penalty: 5959.008789
	Iteration 36Q: 3 clusters Score -1.636362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163736 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -16363620.000000 Penalty: 5959.008789
	Iteration 37Q: 3 clusters Score -1.636362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163743 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -16363622.000000 Penalty: 5959.008789
	Iteration 38Q: 3 clusters Score -1.636362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163747 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -16363626.000000 Penalty: 5959.008789
	Iteration 39Q: 3 clusters Score -1.636363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163750 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -16363622.000000 Penalty: 5959.008789
	Iteration 40F: 3 clusters Score -1.636362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163756 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -16363634.000000 Penalty: 5959.008789
	Iteration 41Q: 3 clusters Score -1.636363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163759 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -16363634.000000 Penalty: 5959.008789
	Iteration 42Q: 3 clusters Score -1.636363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163767 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -16363622.000000 Penalty: 5959.008789
	Iteration 43Q: 3 clusters Score -1.636362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163774 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -16363629.000000 Penalty: 5959.008789
	Iteration 44Q: 3 clusters Score -1.636363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163776 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -16363638.000000 Penalty: 5959.008789
	Iteration 45Q: 3 clusters Score -1.636364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163778 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -16363642.000000 Penalty: 5959.008789
	Iteration 46Q: 3 clusters Score -1.636364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163780 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -16363626.000000 Penalty: 5959.008789
	Iteration 47Q: 3 clusters Score -1.636363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163785 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -16363624.000000 Penalty: 5959.008789
	Iteration 48Q: 3 clusters Score -1.636362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163788 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -16363614.000000 Penalty: 5959.008789
	Iteration 49Q: 3 clusters Score -1.636361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163794 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -16363616.000000 Penalty: 5959.008789
	Iteration 50Q: 3 clusters Score -1.636362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163798 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -16363640.000000 Penalty: 5959.008789
	Iteration 51Q: 3 clusters Score -1.636364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163802 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -16363646.000000 Penalty: 5959.008789
	Iteration 52Q: 3 clusters Score -1.636365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163803 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -16363648.000000 Penalty: 5959.008789
	Iteration 53Q: 3 clusters Score -1.636365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163804 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -16363652.000000 Penalty: 5959.008789
	Iteration 54Q: 3 clusters Score -1.636365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163805 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -16363653.000000 Penalty: 5959.008789
	Iteration 55Q: 3 clusters Score -1.636365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163805 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -16363653.000000 Penalty: 5959.008789
	Iteration 56F: 3 clusters Score -1.636365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101136 members 
Entering Unmasked Estep 
Score: -9977403.000000 Penalty: 2858.006836
	Iteration 0F: 2 clusters Score -9977403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -9909377.000000 Penalty: 5716.013672
	Iteration 0F: 3 clusters Score -9909377 nChanged 47863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -9937526.000000 Penalty: 5716.013672
	Iteration 1F: 3 clusters Score -9937526 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -9938794.000000 Penalty: 5716.013672
	Iteration 2Q: 3 clusters Score -9938794 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -9940620.000000 Penalty: 5716.013672
	Iteration 3Q: 3 clusters Score -9940620 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65450 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -9943838.000000 Penalty: 5716.013672
	Iteration 4F: 3 clusters Score -9943838 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72179 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -9948720.000000 Penalty: 5716.013672
	Iteration 5F: 3 clusters Score -9948720 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80107 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -9955540.000000 Penalty: 5716.013672
	Iteration 6F: 3 clusters Score -9955540 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87942 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -9962965.000000 Penalty: 5716.013672
	Iteration 7F: 3 clusters Score -9962965 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -9968589.000000 Penalty: 5716.013672
	Iteration 8F: 3 clusters Score -9968589 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97613 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -9971912.000000 Penalty: 5716.013672
	Iteration 9Q: 3 clusters Score -9971912 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99440 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -9973573.000000 Penalty: 5716.013672
	Iteration 10Q: 3 clusters Score -9973573 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100197 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9974298.000000 Penalty: 5716.013672
	Iteration 11Q: 3 clusters Score -9974298 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100501 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9974591.000000 Penalty: 5716.013672
	Iteration 12Q: 3 clusters Score -9974591 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100639 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9974727.000000 Penalty: 5716.013672
	Iteration 13Q: 3 clusters Score -9974727 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100689 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9974780.000000 Penalty: 5716.013672
	Iteration 14Q: 3 clusters Score -9974780 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100714 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9974847.000000 Penalty: 5716.013672
	Iteration 15Q: 3 clusters Score -9974847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100729 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9974871.000000 Penalty: 5716.013672
	Iteration 16Q: 3 clusters Score -9974871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100739 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9974880.000000 Penalty: 5716.013672
	Iteration 17Q: 3 clusters Score -9974880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100752 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9974906.000000 Penalty: 5716.013672
	Iteration 18Q: 3 clusters Score -9974906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100759 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9974901.000000 Penalty: 5716.013672
	Iteration 19Q: 3 clusters Score -9974901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100761 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9974912.000000 Penalty: 5716.013672
	Iteration 20F: 3 clusters Score -9974912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100764 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9974908.000000 Penalty: 5716.013672
	Iteration 21Q: 3 clusters Score -9974908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100766 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9974912.000000 Penalty: 5716.013672
	Iteration 22Q: 3 clusters Score -9974912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100766 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9974910.000000 Penalty: 5716.013672
	Iteration 23Q: 3 clusters Score -9974910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100770 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9974923.000000 Penalty: 5716.013672
	Iteration 24Q: 3 clusters Score -9974923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100770 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9974926.000000 Penalty: 5716.013672
	Iteration 25Q: 3 clusters Score -9974926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100769 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9974930.000000 Penalty: 5716.013672
	Iteration 26Q: 3 clusters Score -9974930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100769 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9974930.000000 Penalty: 5716.013672
	Iteration 27F: 3 clusters Score -9974930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Entering Unmasked Estep 
Score: -1030262.000000 Penalty: 2308.544189
	Iteration 0F: 2 clusters Score -1030262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1021965.937500 Penalty: 4617.088379
	Iteration 0F: 3 clusters Score -1021966 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1024368.187500 Penalty: 4617.088379
	Iteration 1F: 3 clusters Score -1024368 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1024713.437500 Penalty: 4617.088379
	Iteration 2F: 3 clusters Score -1024713 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1025019.187500 Penalty: 4617.088379
	Iteration 3F: 3 clusters Score -1025019 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1025333.312500 Penalty: 4617.088379
	Iteration 4F: 3 clusters Score -1025333 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1025625.687500 Penalty: 4617.088379
	Iteration 5Q: 3 clusters Score -1025626 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1025937.000000 Penalty: 4617.088379
	Iteration 6Q: 3 clusters Score -1025937 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1026255.500000 Penalty: 4617.088379
	Iteration 7Q: 3 clusters Score -1026256 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1026607.812500 Penalty: 4617.088379
	Iteration 8Q: 3 clusters Score -1026608 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1026994.312500 Penalty: 4617.088379
	Iteration 9Q: 3 clusters Score -1026994 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1027366.187500 Penalty: 4617.088379
	Iteration 10Q: 3 clusters Score -1027366 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1027699.375000 Penalty: 4617.088379
	Iteration 11Q: 3 clusters Score -1027699 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1027925.687500 Penalty: 4617.088379
	Iteration 12Q: 3 clusters Score -1027926 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1028090.937500 Penalty: 4617.088379
	Iteration 13Q: 3 clusters Score -1028091 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1028245.312500 Penalty: 4617.088379
	Iteration 14Q: 3 clusters Score -1028245 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1028341.312500 Penalty: 4617.088379
	Iteration 15Q: 3 clusters Score -1028341 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1028397.750000 Penalty: 4617.088379
	Iteration 16Q: 3 clusters Score -1028398 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1028440.625000 Penalty: 4617.088379
	Iteration 17Q: 3 clusters Score -1028441 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1028482.125000 Penalty: 4617.088379
	Iteration 18Q: 3 clusters Score -1028482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1028517.875000 Penalty: 4617.088379
	Iteration 19Q: 3 clusters Score -1028518 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1028598.437500 Penalty: 4617.088379
	Iteration 20F: 3 clusters Score -1028598 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1028721.187500 Penalty: 4617.088379
	Iteration 21Q: 3 clusters Score -1028721 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1028853.375000 Penalty: 4617.088379
	Iteration 22Q: 3 clusters Score -1028853 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1028930.687500 Penalty: 4617.088379
	Iteration 23Q: 3 clusters Score -1028931 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1028981.062500 Penalty: 4617.088379
	Iteration 24Q: 3 clusters Score -1028981 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1029009.750000 Penalty: 4617.088379
	Iteration 25Q: 3 clusters Score -1029010 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1029028.312500 Penalty: 4617.088379
	Iteration 26Q: 3 clusters Score -1029028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1029034.625000 Penalty: 4617.088379
	Iteration 27Q: 3 clusters Score -1029035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1029040.062500 Penalty: 4617.088379
	Iteration 28Q: 3 clusters Score -1029040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1029051.437500 Penalty: 4617.088379
	Iteration 29Q: 3 clusters Score -1029051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1029067.500000 Penalty: 4617.088379
	Iteration 30Q: 3 clusters Score -1029068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1029081.375000 Penalty: 4617.088379
	Iteration 31Q: 3 clusters Score -1029081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1029094.187500 Penalty: 4617.088379
	Iteration 32Q: 3 clusters Score -1029094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1029110.937500 Penalty: 4617.088379
	Iteration 33Q: 3 clusters Score -1029111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1029125.812500 Penalty: 4617.088379
	Iteration 34Q: 3 clusters Score -1029126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1029137.062500 Penalty: 4617.088379
	Iteration 35Q: 3 clusters Score -1029137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1029148.687500 Penalty: 4617.088379
	Iteration 36Q: 3 clusters Score -1029149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1029155.875000 Penalty: 4617.088379
	Iteration 37Q: 3 clusters Score -1029156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1029162.625000 Penalty: 4617.088379
	Iteration 38Q: 3 clusters Score -1029163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1029165.187500 Penalty: 4617.088379
	Iteration 39Q: 3 clusters Score -1029165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1029171.750000 Penalty: 4617.088379
	Iteration 40F: 3 clusters Score -1029172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1029173.875000 Penalty: 4617.088379
	Iteration 41Q: 3 clusters Score -1029174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1029176.562500 Penalty: 4617.088379
	Iteration 42Q: 3 clusters Score -1029177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1029176.187500 Penalty: 4617.088379
	Iteration 43Q: 3 clusters Score -1029176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1029175.937500 Penalty: 4617.088379
	Iteration 44Q: 3 clusters Score -1029176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1029178.375000 Penalty: 4617.088379
	Iteration 45Q: 3 clusters Score -1029178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1029178.375000 Penalty: 4617.088379
	Iteration 46F: 3 clusters Score -1029178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (226332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226332 members 
Entering Unmasked Estep 
Score: -22241686.000000 Penalty: 3057.780029
	Iteration 0F: 2 clusters Score -2.224169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112990 members 
Mstep: Class 2 contains 113342 members 
Entering Unmasked Estep 
Score: -22091762.000000 Penalty: 6115.560059
	Iteration 0F: 3 clusters Score -2.209176e+07 nChanged 109239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111633 members 
Mstep: Class 2 contains 114699 members 
Entering Unmasked Estep 
Score: -22156056.000000 Penalty: 6115.560059
	Iteration 1F: 3 clusters Score -2.215606e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109852 members 
Mstep: Class 2 contains 116480 members 
Entering Unmasked Estep 
Score: -22157814.000000 Penalty: 6115.560059
	Iteration 2Q: 3 clusters Score -2.215781e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106816 members 
Mstep: Class 2 contains 119516 members 
Entering Unmasked Estep 
Score: -22160148.000000 Penalty: 6115.560059
	Iteration 3Q: 3 clusters Score -2.216015e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101932 members 
Mstep: Class 2 contains 124400 members 
Entering Unmasked Estep 
Score: -22163860.000000 Penalty: 6115.560059
	Iteration 4Q: 3 clusters Score -2.216386e+07 nChanged 12112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94474 members 
Mstep: Class 2 contains 131858 members 
Entering Unmasked Estep 
Score: -22170072.000000 Penalty: 6115.560059
	Iteration 5F: 3 clusters Score -2.217007e+07 nChanged 14720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84356 members 
Mstep: Class 2 contains 141976 members 
Entering Unmasked Estep 
Score: -22178314.000000 Penalty: 6115.560059
	Iteration 6F: 3 clusters Score -2.217831e+07 nChanged 15917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72443 members 
Mstep: Class 2 contains 153889 members 
Entering Unmasked Estep 
Score: -22187888.000000 Penalty: 6115.560059
	Iteration 7F: 3 clusters Score -2.218789e+07 nChanged 15107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60088 members 
Mstep: Class 2 contains 166244 members 
Entering Unmasked Estep 
Score: -22197210.000000 Penalty: 6115.560059
	Iteration 8F: 3 clusters Score -2.219721e+07 nChanged 13010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 178016 members 
Entering Unmasked Estep 
Score: -22204924.000000 Penalty: 6115.560059
	Iteration 9F: 3 clusters Score -2.220492e+07 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 188843 members 
Entering Unmasked Estep 
Score: -22211920.000000 Penalty: 6115.560059
	Iteration 10Q: 3 clusters Score -2.221192e+07 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 198953 members 
Entering Unmasked Estep 
Score: -22219082.000000 Penalty: 6115.560059
	Iteration 11Q: 3 clusters Score -2.221908e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 207749 members 
Entering Unmasked Estep 
Score: -22225474.000000 Penalty: 6115.560059
	Iteration 12Q: 3 clusters Score -2.222547e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 214782 members 
Entering Unmasked Estep 
Score: -22231030.000000 Penalty: 6115.560059
	Iteration 13Q: 3 clusters Score -2.223103e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 219534 members 
Entering Unmasked Estep 
Score: -22234698.000000 Penalty: 6115.560059
	Iteration 14Q: 3 clusters Score -2.22347e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 222408 members 
Entering Unmasked Estep 
Score: -22236918.000000 Penalty: 6115.560059
	Iteration 15Q: 3 clusters Score -2.223692e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 223906 members 
Entering Unmasked Estep 
Score: -22238030.000000 Penalty: 6115.560059
	Iteration 16Q: 3 clusters Score -2.223803e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 224640 members 
Entering Unmasked Estep 
Score: -22238504.000000 Penalty: 6115.560059
	Iteration 17Q: 3 clusters Score -2.22385e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 225024 members 
Entering Unmasked Estep 
Score: -22238744.000000 Penalty: 6115.560059
	Iteration 18Q: 3 clusters Score -2.223874e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 225230 members 
Entering Unmasked Estep 
Score: -22238880.000000 Penalty: 6115.560059
	Iteration 19Q: 3 clusters Score -2.223888e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 225352 members 
Entering Unmasked Estep 
Score: -22238898.000000 Penalty: 6115.560059
	Iteration 20F: 3 clusters Score -2.22389e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 225437 members 
Entering Unmasked Estep 
Score: -22239002.000000 Penalty: 6115.560059
	Iteration 21Q: 3 clusters Score -2.2239e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 225497 members 
Entering Unmasked Estep 
Score: -22239064.000000 Penalty: 6115.560059
	Iteration 22Q: 3 clusters Score -2.223906e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 225518 members 
Entering Unmasked Estep 
Score: -22239096.000000 Penalty: 6115.560059
	Iteration 23Q: 3 clusters Score -2.22391e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 225546 members 
Entering Unmasked Estep 
Score: -22239124.000000 Penalty: 6115.560059
	Iteration 24Q: 3 clusters Score -2.223912e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 225567 members 
Entering Unmasked Estep 
Score: -22239160.000000 Penalty: 6115.560059
	Iteration 25Q: 3 clusters Score -2.223916e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 225576 members 
Entering Unmasked Estep 
Score: -22239170.000000 Penalty: 6115.560059
	Iteration 26Q: 3 clusters Score -2.223917e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 225582 members 
Entering Unmasked Estep 
Score: -22239180.000000 Penalty: 6115.560059
	Iteration 27Q: 3 clusters Score -2.223918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 225593 members 
Entering Unmasked Estep 
Score: -22239176.000000 Penalty: 6115.560059
	Iteration 28Q: 3 clusters Score -2.223918e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 225605 members 
Entering Unmasked Estep 
Score: -22239218.000000 Penalty: 6115.560059
	Iteration 29Q: 3 clusters Score -2.223922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 225611 members 
Entering Unmasked Estep 
Score: -22239212.000000 Penalty: 6115.560059
	Iteration 30Q: 3 clusters Score -2.223921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 225621 members 
Entering Unmasked Estep 
Score: -22239202.000000 Penalty: 6115.560059
	Iteration 31Q: 3 clusters Score -2.22392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 225631 members 
Entering Unmasked Estep 
Score: -22239196.000000 Penalty: 6115.560059
	Iteration 32Q: 3 clusters Score -2.22392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 225638 members 
Entering Unmasked Estep 
Score: -22239212.000000 Penalty: 6115.560059
	Iteration 33Q: 3 clusters Score -2.223921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 225646 members 
Entering Unmasked Estep 
Score: -22239214.000000 Penalty: 6115.560059
	Iteration 34Q: 3 clusters Score -2.223921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 225650 members 
Entering Unmasked Estep 
Score: -22239216.000000 Penalty: 6115.560059
	Iteration 35Q: 3 clusters Score -2.223922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 225652 members 
Entering Unmasked Estep 
Score: -22239224.000000 Penalty: 6115.560059
	Iteration 36Q: 3 clusters Score -2.223922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 225653 members 
Entering Unmasked Estep 
Score: -22239222.000000 Penalty: 6115.560059
	Iteration 37Q: 3 clusters Score -2.223922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 225655 members 
Entering Unmasked Estep 
Score: -22239226.000000 Penalty: 6115.560059
	Iteration 38Q: 3 clusters Score -2.223923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 225659 members 
Entering Unmasked Estep 
Score: -22239228.000000 Penalty: 6115.560059
	Iteration 39Q: 3 clusters Score -2.223923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 225665 members 
Entering Unmasked Estep 
Score: -22239246.000000 Penalty: 6115.560059
	Iteration 40F: 3 clusters Score -2.223925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 225670 members 
Entering Unmasked Estep 
Score: -22239252.000000 Penalty: 6115.560059
	Iteration 41Q: 3 clusters Score -2.223925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 225674 members 
Entering Unmasked Estep 
Score: -22239252.000000 Penalty: 6115.560059
	Iteration 42Q: 3 clusters Score -2.223925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 225672 members 
Entering Unmasked Estep 
Score: -22239272.000000 Penalty: 6115.560059
	Iteration 43Q: 3 clusters Score -2.223927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 225672 members 
Entering Unmasked Estep 
Score: -22239270.000000 Penalty: 6115.560059
	Iteration 44Q: 3 clusters Score -2.223927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 225672 members 
Entering Unmasked Estep 
Score: -22239270.000000 Penalty: 6115.560059
	Iteration 45F: 3 clusters Score -2.223927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Entering Unmasked Estep 
Score: -2934384.000000 Penalty: 2555.368896
	Iteration 0F: 2 clusters Score -2934384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2913932.000000 Penalty: 5110.737793
	Iteration 0F: 3 clusters Score -2913932 nChanged 13354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2921151.000000 Penalty: 5110.737793
	Iteration 1F: 3 clusters Score -2921151 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2921502.500000 Penalty: 5110.737793
	Iteration 2Q: 3 clusters Score -2921502 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2921793.500000 Penalty: 5110.737793
	Iteration 3Q: 3 clusters Score -2921794 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2922071.500000 Penalty: 5110.737793
	Iteration 4Q: 3 clusters Score -2922072 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2922311.750000 Penalty: 5110.737793
	Iteration 5Q: 3 clusters Score -2922312 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2922520.750000 Penalty: 5110.737793
	Iteration 6Q: 3 clusters Score -2922521 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2922701.000000 Penalty: 5110.737793
	Iteration 7Q: 3 clusters Score -2922701 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2922900.250000 Penalty: 5110.737793
	Iteration 8Q: 3 clusters Score -2922900 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2923087.000000 Penalty: 5110.737793
	Iteration 9Q: 3 clusters Score -2923087 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2923288.000000 Penalty: 5110.737793
	Iteration 10Q: 3 clusters Score -2923288 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2923527.750000 Penalty: 5110.737793
	Iteration 11Q: 3 clusters Score -2923528 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2923886.500000 Penalty: 5110.737793
	Iteration 12Q: 3 clusters Score -2923886 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2924334.250000 Penalty: 5110.737793
	Iteration 13Q: 3 clusters Score -2924334 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2924917.500000 Penalty: 5110.737793
	Iteration 14Q: 3 clusters Score -2924918 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2925692.750000 Penalty: 5110.737793
	Iteration 15Q: 3 clusters Score -2925693 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -2926661.000000 Penalty: 5110.737793
	Iteration 16F: 3 clusters Score -2926661 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -2927732.250000 Penalty: 5110.737793
	Iteration 17F: 3 clusters Score -2927732 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -2928760.750000 Penalty: 5110.737793
	Iteration 18Q: 3 clusters Score -2928761 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -2929733.750000 Penalty: 5110.737793
	Iteration 19Q: 3 clusters Score -2929734 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -2930561.750000 Penalty: 5110.737793
	Iteration 20F: 3 clusters Score -2930562 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -2931155.000000 Penalty: 5110.737793
	Iteration 21Q: 3 clusters Score -2931155 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -2931500.500000 Penalty: 5110.737793
	Iteration 22Q: 3 clusters Score -2931500 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -2931747.500000 Penalty: 5110.737793
	Iteration 23Q: 3 clusters Score -2931748 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -2931873.500000 Penalty: 5110.737793
	Iteration 24Q: 3 clusters Score -2931874 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -2931954.750000 Penalty: 5110.737793
	Iteration 25Q: 3 clusters Score -2931955 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -2931995.000000 Penalty: 5110.737793
	Iteration 26Q: 3 clusters Score -2931995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -2932031.250000 Penalty: 5110.737793
	Iteration 27Q: 3 clusters Score -2932031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -2932065.500000 Penalty: 5110.737793
	Iteration 28Q: 3 clusters Score -2932066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -2932090.750000 Penalty: 5110.737793
	Iteration 29Q: 3 clusters Score -2932091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -2932118.250000 Penalty: 5110.737793
	Iteration 30Q: 3 clusters Score -2932118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -2932147.500000 Penalty: 5110.737793
	Iteration 31Q: 3 clusters Score -2932148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -2932161.750000 Penalty: 5110.737793
	Iteration 32Q: 3 clusters Score -2932162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -2932178.500000 Penalty: 5110.737793
	Iteration 33Q: 3 clusters Score -2932178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -2932199.000000 Penalty: 5110.737793
	Iteration 34Q: 3 clusters Score -2932199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -2932211.000000 Penalty: 5110.737793
	Iteration 35Q: 3 clusters Score -2932211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -2932216.500000 Penalty: 5110.737793
	Iteration 36Q: 3 clusters Score -2932216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -2932217.500000 Penalty: 5110.737793
	Iteration 37Q: 3 clusters Score -2932218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -2932218.250000 Penalty: 5110.737793
	Iteration 38Q: 3 clusters Score -2932218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -2932218.250000 Penalty: 5110.737793
	Iteration 39F: 3 clusters Score -2932218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Entering Unmasked Estep 
Score: -3106964.750000 Penalty: 2574.240234
	Iteration 0F: 2 clusters Score -3106965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3085084.250000 Penalty: 5148.480469
	Iteration 0F: 3 clusters Score -3085084 nChanged 14555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3092915.750000 Penalty: 5148.480469
	Iteration 1F: 3 clusters Score -3092916 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -3093453.250000 Penalty: 5148.480469
	Iteration 2Q: 3 clusters Score -3093453 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3094132.500000 Penalty: 5148.480469
	Iteration 3Q: 3 clusters Score -3094132 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3094974.250000 Penalty: 5148.480469
	Iteration 4Q: 3 clusters Score -3094974 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3096020.750000 Penalty: 5148.480469
	Iteration 5F: 3 clusters Score -3096021 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -3097254.250000 Penalty: 5148.480469
	Iteration 6F: 3 clusters Score -3097254 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3098559.500000 Penalty: 5148.480469
	Iteration 7F: 3 clusters Score -3098560 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3099834.250000 Penalty: 5148.480469
	Iteration 8F: 3 clusters Score -3099834 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3101008.000000 Penalty: 5148.480469
	Iteration 9F: 3 clusters Score -3101008 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3102166.500000 Penalty: 5148.480469
	Iteration 10Q: 3 clusters Score -3102166 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -3103487.250000 Penalty: 5148.480469
	Iteration 11Q: 3 clusters Score -3103487 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -3104687.500000 Penalty: 5148.480469
	Iteration 12Q: 3 clusters Score -3104688 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3105223.000000 Penalty: 5148.480469
	Iteration 13Q: 3 clusters Score -3105223 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3105480.750000 Penalty: 5148.480469
	Iteration 14Q: 3 clusters Score -3105481 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3105636.000000 Penalty: 5148.480469
	Iteration 15Q: 3 clusters Score -3105636 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3105746.250000 Penalty: 5148.480469
	Iteration 16Q: 3 clusters Score -3105746 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -3105842.250000 Penalty: 5148.480469
	Iteration 17Q: 3 clusters Score -3105842 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3105900.000000 Penalty: 5148.480469
	Iteration 18Q: 3 clusters Score -3105900 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -3105948.750000 Penalty: 5148.480469
	Iteration 19Q: 3 clusters Score -3105949 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -3105995.250000 Penalty: 5148.480469
	Iteration 20F: 3 clusters Score -3105995 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -3106016.500000 Penalty: 5148.480469
	Iteration 21Q: 3 clusters Score -3106016 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -3106036.500000 Penalty: 5148.480469
	Iteration 22Q: 3 clusters Score -3106036 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -3106035.500000 Penalty: 5148.480469
	Iteration 23Q: 3 clusters Score -3106036 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -3106046.250000 Penalty: 5148.480469
	Iteration 24Q: 3 clusters Score -3106046 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -3106063.750000 Penalty: 5148.480469
	Iteration 25Q: 3 clusters Score -3106064 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3106077.250000 Penalty: 5148.480469
	Iteration 26Q: 3 clusters Score -3106077 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -3106078.500000 Penalty: 5148.480469
	Iteration 27Q: 3 clusters Score -3106078 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -3106090.500000 Penalty: 5148.480469
	Iteration 28Q: 3 clusters Score -3106090 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3106088.250000 Penalty: 5148.480469
	Iteration 29Q: 3 clusters Score -3106088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3106094.250000 Penalty: 5148.480469
	Iteration 30Q: 3 clusters Score -3106094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3106098.250000 Penalty: 5148.480469
	Iteration 31Q: 3 clusters Score -3106098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3106112.500000 Penalty: 5148.480469
	Iteration 32Q: 3 clusters Score -3106112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3106124.000000 Penalty: 5148.480469
	Iteration 33Q: 3 clusters Score -3106124 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3106127.250000 Penalty: 5148.480469
	Iteration 34Q: 3 clusters Score -3106127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -3106129.000000 Penalty: 5148.480469
	Iteration 35Q: 3 clusters Score -3106129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -3106133.750000 Penalty: 5148.480469
	Iteration 36Q: 3 clusters Score -3106134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3106143.250000 Penalty: 5148.480469
	Iteration 37Q: 3 clusters Score -3106143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3106145.500000 Penalty: 5148.480469
	Iteration 38Q: 3 clusters Score -3106146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -3106147.750000 Penalty: 5148.480469
	Iteration 39Q: 3 clusters Score -3106148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3106150.750000 Penalty: 5148.480469
	Iteration 40F: 3 clusters Score -3106151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -3106146.750000 Penalty: 5148.480469
	Iteration 41Q: 3 clusters Score -3106147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3106145.250000 Penalty: 5148.480469
	Iteration 42Q: 3 clusters Score -3106145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3106148.000000 Penalty: 5148.480469
	Iteration 43Q: 3 clusters Score -3106148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -3106158.250000 Penalty: 5148.480469
	Iteration 44Q: 3 clusters Score -3106158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -3106162.000000 Penalty: 5148.480469
	Iteration 45Q: 3 clusters Score -3106162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -3106162.750000 Penalty: 5148.480469
	Iteration 46Q: 3 clusters Score -3106163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -3106163.500000 Penalty: 5148.480469
	Iteration 47Q: 3 clusters Score -3106164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -3106162.750000 Penalty: 5148.480469
	Iteration 48Q: 3 clusters Score -3106163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -3106163.750000 Penalty: 5148.480469
	Iteration 49Q: 3 clusters Score -3106164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -3106164.000000 Penalty: 5148.480469
	Iteration 50Q: 3 clusters Score -3106164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -3106164.500000 Penalty: 5148.480469
	Iteration 51Q: 3 clusters Score -3106164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -3106164.500000 Penalty: 5148.480469
	Iteration 52Q: 3 clusters Score -3106164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -3106164.500000 Penalty: 5148.480469
	Iteration 53F: 3 clusters Score -3106164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Entering Unmasked Estep 
Score: -461469.000000 Penalty: 2129.922363
	Iteration 0F: 2 clusters Score -461469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -456772.906250 Penalty: 4259.844727
	Iteration 0F: 3 clusters Score -456772.9 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -458162.281250 Penalty: 4259.844727
	Iteration 1F: 3 clusters Score -458162.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -458524.500000 Penalty: 4259.844727
	Iteration 2F: 3 clusters Score -458524.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -458835.093750 Penalty: 4259.844727
	Iteration 3F: 3 clusters Score -458835.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -459163.937500 Penalty: 4259.844727
	Iteration 4F: 3 clusters Score -459163.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -459546.906250 Penalty: 4259.844727
	Iteration 5F: 3 clusters Score -459546.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -459884.406250 Penalty: 4259.844727
	Iteration 6F: 3 clusters Score -459884.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -460179.062500 Penalty: 4259.844727
	Iteration 7F: 3 clusters Score -460179.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -460449.343750 Penalty: 4259.844727
	Iteration 8Q: 3 clusters Score -460449.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -460672.218750 Penalty: 4259.844727
	Iteration 9Q: 3 clusters Score -460672.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -460840.718750 Penalty: 4259.844727
	Iteration 10Q: 3 clusters Score -460840.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -460980.093750 Penalty: 4259.844727
	Iteration 11Q: 3 clusters Score -460980.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -461078.062500 Penalty: 4259.844727
	Iteration 12Q: 3 clusters Score -461078.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -461126.593750 Penalty: 4259.844727
	Iteration 13Q: 3 clusters Score -461126.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -461148.406250 Penalty: 4259.844727
	Iteration 14Q: 3 clusters Score -461148.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -461167.812500 Penalty: 4259.844727
	Iteration 15Q: 3 clusters Score -461167.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -461185.125000 Penalty: 4259.844727
	Iteration 16Q: 3 clusters Score -461185.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -461193.218750 Penalty: 4259.844727
	Iteration 17Q: 3 clusters Score -461193.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -461201.062500 Penalty: 4259.844727
	Iteration 18Q: 3 clusters Score -461201.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -461205.812500 Penalty: 4259.844727
	Iteration 19Q: 3 clusters Score -461205.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -461211.625000 Penalty: 4259.844727
	Iteration 20F: 3 clusters Score -461211.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -461215.843750 Penalty: 4259.844727
	Iteration 21Q: 3 clusters Score -461215.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -461220.156250 Penalty: 4259.844727
	Iteration 22Q: 3 clusters Score -461220.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -461223.250000 Penalty: 4259.844727
	Iteration 23Q: 3 clusters Score -461223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -461222.781250 Penalty: 4259.844727
	Iteration 24Q: 3 clusters Score -461222.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -461223.187500 Penalty: 4259.844727
	Iteration 25Q: 3 clusters Score -461223.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -461224.718750 Penalty: 4259.844727
	Iteration 26Q: 3 clusters Score -461224.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -461224.656250 Penalty: 4259.844727
	Iteration 27Q: 3 clusters Score -461224.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -461224.718750 Penalty: 4259.844727
	Iteration 28Q: 3 clusters Score -461224.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -461224.718750 Penalty: 4259.844727
	Iteration 29F: 3 clusters Score -461224.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Entering Unmasked Estep 
Score: -2041233.500000 Penalty: 2489.114014
	Iteration 0F: 2 clusters Score -2041234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2025245.875000 Penalty: 4978.228027
	Iteration 0F: 3 clusters Score -2025246 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2030956.500000 Penalty: 4978.228027
	Iteration 1F: 3 clusters Score -2030956 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2031710.875000 Penalty: 4978.228027
	Iteration 2F: 3 clusters Score -2031711 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2032467.500000 Penalty: 4978.228027
	Iteration 3F: 3 clusters Score -2032468 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2033282.000000 Penalty: 4978.228027
	Iteration 4F: 3 clusters Score -2033282 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2034072.250000 Penalty: 4978.228027
	Iteration 5F: 3 clusters Score -2034072 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2034813.000000 Penalty: 4978.228027
	Iteration 6F: 3 clusters Score -2034813 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2035547.875000 Penalty: 4978.228027
	Iteration 7F: 3 clusters Score -2035548 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2036362.500000 Penalty: 4978.228027
	Iteration 8F: 3 clusters Score -2036362 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2037112.375000 Penalty: 4978.228027
	Iteration 9Q: 3 clusters Score -2037112 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2037774.000000 Penalty: 4978.228027
	Iteration 10Q: 3 clusters Score -2037774 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2038261.375000 Penalty: 4978.228027
	Iteration 11Q: 3 clusters Score -2038261 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2038584.250000 Penalty: 4978.228027
	Iteration 12Q: 3 clusters Score -2038584 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2038789.250000 Penalty: 4978.228027
	Iteration 13Q: 3 clusters Score -2038789 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2038926.250000 Penalty: 4978.228027
	Iteration 14Q: 3 clusters Score -2038926 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2039013.500000 Penalty: 4978.228027
	Iteration 15Q: 3 clusters Score -2039014 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2039086.625000 Penalty: 4978.228027
	Iteration 16Q: 3 clusters Score -2039087 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2039150.250000 Penalty: 4978.228027
	Iteration 17Q: 3 clusters Score -2039150 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2039218.750000 Penalty: 4978.228027
	Iteration 18Q: 3 clusters Score -2039219 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2039281.250000 Penalty: 4978.228027
	Iteration 19Q: 3 clusters Score -2039281 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2039345.375000 Penalty: 4978.228027
	Iteration 20F: 3 clusters Score -2039345 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2039412.750000 Penalty: 4978.228027
	Iteration 21Q: 3 clusters Score -2039413 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2039470.625000 Penalty: 4978.228027
	Iteration 22Q: 3 clusters Score -2039471 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2039546.625000 Penalty: 4978.228027
	Iteration 23Q: 3 clusters Score -2039547 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2039621.875000 Penalty: 4978.228027
	Iteration 24Q: 3 clusters Score -2039622 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2039691.500000 Penalty: 4978.228027
	Iteration 25Q: 3 clusters Score -2039692 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2039762.125000 Penalty: 4978.228027
	Iteration 26Q: 3 clusters Score -2039762 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2039821.875000 Penalty: 4978.228027
	Iteration 27Q: 3 clusters Score -2039822 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2039902.250000 Penalty: 4978.228027
	Iteration 28Q: 3 clusters Score -2039902 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2039973.250000 Penalty: 4978.228027
	Iteration 29Q: 3 clusters Score -2039973 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2040026.125000 Penalty: 4978.228027
	Iteration 30Q: 3 clusters Score -2040026 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2040075.500000 Penalty: 4978.228027
	Iteration 31Q: 3 clusters Score -2040076 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2040107.125000 Penalty: 4978.228027
	Iteration 32Q: 3 clusters Score -2040107 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2040131.125000 Penalty: 4978.228027
	Iteration 33Q: 3 clusters Score -2040131 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2040156.750000 Penalty: 4978.228027
	Iteration 34Q: 3 clusters Score -2040157 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2040176.125000 Penalty: 4978.228027
	Iteration 35Q: 3 clusters Score -2040176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2040180.375000 Penalty: 4978.228027
	Iteration 36Q: 3 clusters Score -2040180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2040196.125000 Penalty: 4978.228027
	Iteration 37Q: 3 clusters Score -2040196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2040216.125000 Penalty: 4978.228027
	Iteration 38Q: 3 clusters Score -2040216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2040227.000000 Penalty: 4978.228027
	Iteration 39Q: 3 clusters Score -2040227 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2040235.750000 Penalty: 4978.228027
	Iteration 40F: 3 clusters Score -2040236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2040241.250000 Penalty: 4978.228027
	Iteration 41Q: 3 clusters Score -2040241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2040244.500000 Penalty: 4978.228027
	Iteration 42Q: 3 clusters Score -2040244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2040249.875000 Penalty: 4978.228027
	Iteration 43Q: 3 clusters Score -2040250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2040254.375000 Penalty: 4978.228027
	Iteration 44Q: 3 clusters Score -2040254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2040252.750000 Penalty: 4978.228027
	Iteration 45Q: 3 clusters Score -2040253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2040252.375000 Penalty: 4978.228027
	Iteration 46Q: 3 clusters Score -2040252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2040253.500000 Penalty: 4978.228027
	Iteration 47Q: 3 clusters Score -2040254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2040257.250000 Penalty: 4978.228027
	Iteration 48Q: 3 clusters Score -2040257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2040259.125000 Penalty: 4978.228027
	Iteration 49Q: 3 clusters Score -2040259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2040266.625000 Penalty: 4978.228027
	Iteration 50Q: 3 clusters Score -2040267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2040264.125000 Penalty: 4978.228027
	Iteration 51Q: 3 clusters Score -2040264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2040274.625000 Penalty: 4978.228027
	Iteration 52Q: 3 clusters Score -2040275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2040277.250000 Penalty: 4978.228027
	Iteration 53Q: 3 clusters Score -2040277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2040281.875000 Penalty: 4978.228027
	Iteration 54Q: 3 clusters Score -2040282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2040281.750000 Penalty: 4978.228027
	Iteration 55Q: 3 clusters Score -2040282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2040283.375000 Penalty: 4978.228027
	Iteration 56Q: 3 clusters Score -2040283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2040284.375000 Penalty: 4978.228027
	Iteration 57Q: 3 clusters Score -2040284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2040284.375000 Penalty: 4978.228027
	Iteration 58F: 3 clusters Score -2040284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Entering Unmasked Estep 
Score: -839152.312500 Penalty: 2256.181885
	Iteration 0F: 2 clusters Score -839152.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -832291.500000 Penalty: 4512.363770
	Iteration 0F: 3 clusters Score -832291.5 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -834226.875000 Penalty: 4512.363770
	Iteration 1F: 3 clusters Score -834226.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -834474.562500 Penalty: 4512.363770
	Iteration 2F: 3 clusters Score -834474.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -834674.875000 Penalty: 4512.363770
	Iteration 3Q: 3 clusters Score -834674.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -834856.375000 Penalty: 4512.363770
	Iteration 4Q: 3 clusters Score -834856.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -835049.375000 Penalty: 4512.363770
	Iteration 5Q: 3 clusters Score -835049.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -835267.375000 Penalty: 4512.363770
	Iteration 6Q: 3 clusters Score -835267.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -835502.187500 Penalty: 4512.363770
	Iteration 7Q: 3 clusters Score -835502.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -835732.062500 Penalty: 4512.363770
	Iteration 8Q: 3 clusters Score -835732.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -835936.062500 Penalty: 4512.363770
	Iteration 9Q: 3 clusters Score -835936.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -836151.500000 Penalty: 4512.363770
	Iteration 10Q: 3 clusters Score -836151.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -836338.312500 Penalty: 4512.363770
	Iteration 11Q: 3 clusters Score -836338.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -836462.875000 Penalty: 4512.363770
	Iteration 12Q: 3 clusters Score -836462.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -836561.812500 Penalty: 4512.363770
	Iteration 13Q: 3 clusters Score -836561.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -836645.687500 Penalty: 4512.363770
	Iteration 14Q: 3 clusters Score -836645.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -836726.875000 Penalty: 4512.363770
	Iteration 15Q: 3 clusters Score -836726.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -836792.375000 Penalty: 4512.363770
	Iteration 16Q: 3 clusters Score -836792.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -836856.187500 Penalty: 4512.363770
	Iteration 17Q: 3 clusters Score -836856.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -836921.312500 Penalty: 4512.363770
	Iteration 18Q: 3 clusters Score -836921.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -836978.375000 Penalty: 4512.363770
	Iteration 19Q: 3 clusters Score -836978.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -837025.312500 Penalty: 4512.363770
	Iteration 20F: 3 clusters Score -837025.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -837063.750000 Penalty: 4512.363770
	Iteration 21Q: 3 clusters Score -837063.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -837102.937500 Penalty: 4512.363770
	Iteration 22Q: 3 clusters Score -837102.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -837133.750000 Penalty: 4512.363770
	Iteration 23Q: 3 clusters Score -837133.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -837152.000000 Penalty: 4512.363770
	Iteration 24Q: 3 clusters Score -837152 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -837174.062500 Penalty: 4512.363770
	Iteration 25Q: 3 clusters Score -837174.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -837192.625000 Penalty: 4512.363770
	Iteration 26Q: 3 clusters Score -837192.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -837209.312500 Penalty: 4512.363770
	Iteration 27Q: 3 clusters Score -837209.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -837230.562500 Penalty: 4512.363770
	Iteration 28Q: 3 clusters Score -837230.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -837245.187500 Penalty: 4512.363770
	Iteration 29Q: 3 clusters Score -837245.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -837261.187500 Penalty: 4512.363770
	Iteration 30Q: 3 clusters Score -837261.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -837278.750000 Penalty: 4512.363770
	Iteration 31Q: 3 clusters Score -837278.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -837296.937500 Penalty: 4512.363770
	Iteration 32Q: 3 clusters Score -837296.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -837315.625000 Penalty: 4512.363770
	Iteration 33Q: 3 clusters Score -837315.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -837334.125000 Penalty: 4512.363770
	Iteration 34Q: 3 clusters Score -837334.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -837355.875000 Penalty: 4512.363770
	Iteration 35Q: 3 clusters Score -837355.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -837391.187500 Penalty: 4512.363770
	Iteration 36Q: 3 clusters Score -837391.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -837423.812500 Penalty: 4512.363770
	Iteration 37Q: 3 clusters Score -837423.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -837447.375000 Penalty: 4512.363770
	Iteration 38Q: 3 clusters Score -837447.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -837472.125000 Penalty: 4512.363770
	Iteration 39Q: 3 clusters Score -837472.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -837502.625000 Penalty: 4512.363770
	Iteration 40F: 3 clusters Score -837502.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -837526.062500 Penalty: 4512.363770
	Iteration 41Q: 3 clusters Score -837526.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -837546.500000 Penalty: 4512.363770
	Iteration 42Q: 3 clusters Score -837546.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -837569.375000 Penalty: 4512.363770
	Iteration 43Q: 3 clusters Score -837569.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -837590.687500 Penalty: 4512.363770
	Iteration 44Q: 3 clusters Score -837590.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -837609.812500 Penalty: 4512.363770
	Iteration 45Q: 3 clusters Score -837609.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -837626.812500 Penalty: 4512.363770
	Iteration 46Q: 3 clusters Score -837626.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -837645.437500 Penalty: 4512.363770
	Iteration 47Q: 3 clusters Score -837645.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -837656.000000 Penalty: 4512.363770
	Iteration 48Q: 3 clusters Score -837656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -837667.875000 Penalty: 4512.363770
	Iteration 49Q: 3 clusters Score -837667.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -837677.125000 Penalty: 4512.363770
	Iteration 50Q: 3 clusters Score -837677.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -837683.562500 Penalty: 4512.363770
	Iteration 51Q: 3 clusters Score -837683.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -837692.750000 Penalty: 4512.363770
	Iteration 52Q: 3 clusters Score -837692.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -837704.812500 Penalty: 4512.363770
	Iteration 53Q: 3 clusters Score -837704.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -837718.562500 Penalty: 4512.363770
	Iteration 54Q: 3 clusters Score -837718.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -837727.687500 Penalty: 4512.363770
	Iteration 55Q: 3 clusters Score -837727.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -837737.125000 Penalty: 4512.363770
	Iteration 56Q: 3 clusters Score -837737.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -837743.687500 Penalty: 4512.363770
	Iteration 57Q: 3 clusters Score -837743.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -837750.937500 Penalty: 4512.363770
	Iteration 58Q: 3 clusters Score -837750.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -837758.625000 Penalty: 4512.363770
	Iteration 59Q: 3 clusters Score -837758.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -837765.875000 Penalty: 4512.363770
	Iteration 60F: 3 clusters Score -837765.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -837770.562500 Penalty: 4512.363770
	Iteration 61Q: 3 clusters Score -837770.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -837775.875000 Penalty: 4512.363770
	Iteration 62Q: 3 clusters Score -837775.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -837782.000000 Penalty: 4512.363770
	Iteration 63Q: 3 clusters Score -837782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -837786.250000 Penalty: 4512.363770
	Iteration 64Q: 3 clusters Score -837786.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -837788.937500 Penalty: 4512.363770
	Iteration 65Q: 3 clusters Score -837788.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -837787.875000 Penalty: 4512.363770
	Iteration 66Q: 3 clusters Score -837787.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -837790.062500 Penalty: 4512.363770
	Iteration 67Q: 3 clusters Score -837790.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -837791.375000 Penalty: 4512.363770
	Iteration 68Q: 3 clusters Score -837791.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -837791.375000 Penalty: 4512.363770
	Iteration 69F: 3 clusters Score -837791.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Entering Unmasked Estep 
Score: -1266570.250000 Penalty: 2357.743896
	Iteration 0F: 2 clusters Score -1266570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1256723.625000 Penalty: 4715.487793
	Iteration 0F: 3 clusters Score -1256724 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1259966.875000 Penalty: 4715.487793
	Iteration 1F: 3 clusters Score -1259967 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1260595.250000 Penalty: 4715.487793
	Iteration 2F: 3 clusters Score -1260595 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1261441.000000 Penalty: 4715.487793
	Iteration 3F: 3 clusters Score -1261441 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1262498.500000 Penalty: 4715.487793
	Iteration 4F: 3 clusters Score -1262498 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1263574.375000 Penalty: 4715.487793
	Iteration 5F: 3 clusters Score -1263574 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1264501.375000 Penalty: 4715.487793
	Iteration 6F: 3 clusters Score -1264501 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1265114.000000 Penalty: 4715.487793
	Iteration 7F: 3 clusters Score -1265114 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1265488.250000 Penalty: 4715.487793
	Iteration 8Q: 3 clusters Score -1265488 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1265737.500000 Penalty: 4715.487793
	Iteration 9Q: 3 clusters Score -1265738 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1265892.875000 Penalty: 4715.487793
	Iteration 10Q: 3 clusters Score -1265893 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1266001.625000 Penalty: 4715.487793
	Iteration 11Q: 3 clusters Score -1266002 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1266079.875000 Penalty: 4715.487793
	Iteration 12Q: 3 clusters Score -1266080 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1266129.500000 Penalty: 4715.487793
	Iteration 13Q: 3 clusters Score -1266130 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1266175.750000 Penalty: 4715.487793
	Iteration 14Q: 3 clusters Score -1266176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1266213.875000 Penalty: 4715.487793
	Iteration 15Q: 3 clusters Score -1266214 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1266235.625000 Penalty: 4715.487793
	Iteration 16Q: 3 clusters Score -1266236 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1266260.875000 Penalty: 4715.487793
	Iteration 17Q: 3 clusters Score -1266261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1266269.875000 Penalty: 4715.487793
	Iteration 18Q: 3 clusters Score -1266270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1266275.500000 Penalty: 4715.487793
	Iteration 19Q: 3 clusters Score -1266276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1266283.500000 Penalty: 4715.487793
	Iteration 20F: 3 clusters Score -1266284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1266284.125000 Penalty: 4715.487793
	Iteration 21Q: 3 clusters Score -1266284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1266287.625000 Penalty: 4715.487793
	Iteration 22Q: 3 clusters Score -1266288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1266289.125000 Penalty: 4715.487793
	Iteration 23Q: 3 clusters Score -1266289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1266288.250000 Penalty: 4715.487793
	Iteration 24Q: 3 clusters Score -1266288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1266288.875000 Penalty: 4715.487793
	Iteration 25Q: 3 clusters Score -1266289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1266289.875000 Penalty: 4715.487793
	Iteration 26Q: 3 clusters Score -1266290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1266292.375000 Penalty: 4715.487793
	Iteration 27Q: 3 clusters Score -1266292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1266291.625000 Penalty: 4715.487793
	Iteration 28Q: 3 clusters Score -1266292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1266291.250000 Penalty: 4715.487793
	Iteration 29Q: 3 clusters Score -1266291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1266291.875000 Penalty: 4715.487793
	Iteration 30Q: 3 clusters Score -1266292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1266291.875000 Penalty: 4715.487793
	Iteration 31F: 3 clusters Score -1266292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Entering Unmasked Estep 
Score: -1224735.625000 Penalty: 2358.461670
	Iteration 0F: 2 clusters Score -1224736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1214898.875000 Penalty: 4716.923340
	Iteration 0F: 3 clusters Score -1214899 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1218119.125000 Penalty: 4716.923340
	Iteration 1F: 3 clusters Score -1218119 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1218740.375000 Penalty: 4716.923340
	Iteration 2F: 3 clusters Score -1218740 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1219355.375000 Penalty: 4716.923340
	Iteration 3F: 3 clusters Score -1219355 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1220035.375000 Penalty: 4716.923340
	Iteration 4F: 3 clusters Score -1220035 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1220690.000000 Penalty: 4716.923340
	Iteration 5F: 3 clusters Score -1220690 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1221429.625000 Penalty: 4716.923340
	Iteration 6F: 3 clusters Score -1221430 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1222106.000000 Penalty: 4716.923340
	Iteration 7F: 3 clusters Score -1222106 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1222584.250000 Penalty: 4716.923340
	Iteration 8Q: 3 clusters Score -1222584 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1222876.375000 Penalty: 4716.923340
	Iteration 9Q: 3 clusters Score -1222876 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1223051.500000 Penalty: 4716.923340
	Iteration 10Q: 3 clusters Score -1223052 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1223152.875000 Penalty: 4716.923340
	Iteration 11Q: 3 clusters Score -1223153 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1223222.250000 Penalty: 4716.923340
	Iteration 12Q: 3 clusters Score -1223222 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1223272.750000 Penalty: 4716.923340
	Iteration 13Q: 3 clusters Score -1223273 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1223302.250000 Penalty: 4716.923340
	Iteration 14Q: 3 clusters Score -1223302 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1223332.000000 Penalty: 4716.923340
	Iteration 15Q: 3 clusters Score -1223332 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1223358.000000 Penalty: 4716.923340
	Iteration 16Q: 3 clusters Score -1223358 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1223377.375000 Penalty: 4716.923340
	Iteration 17Q: 3 clusters Score -1223377 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1223394.750000 Penalty: 4716.923340
	Iteration 18Q: 3 clusters Score -1223395 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1223415.500000 Penalty: 4716.923340
	Iteration 19Q: 3 clusters Score -1223416 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1223425.875000 Penalty: 4716.923340
	Iteration 20F: 3 clusters Score -1223426 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1223443.875000 Penalty: 4716.923340
	Iteration 21Q: 3 clusters Score -1223444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1223451.375000 Penalty: 4716.923340
	Iteration 22Q: 3 clusters Score -1223451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1223458.875000 Penalty: 4716.923340
	Iteration 23Q: 3 clusters Score -1223459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1223459.625000 Penalty: 4716.923340
	Iteration 24Q: 3 clusters Score -1223460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1223466.750000 Penalty: 4716.923340
	Iteration 25Q: 3 clusters Score -1223467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1223475.000000 Penalty: 4716.923340
	Iteration 26Q: 3 clusters Score -1223475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1223476.375000 Penalty: 4716.923340
	Iteration 27Q: 3 clusters Score -1223476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1223476.500000 Penalty: 4716.923340
	Iteration 28Q: 3 clusters Score -1223476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1223479.625000 Penalty: 4716.923340
	Iteration 29Q: 3 clusters Score -1223480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1223479.250000 Penalty: 4716.923340
	Iteration 30Q: 3 clusters Score -1223479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1223478.125000 Penalty: 4716.923340
	Iteration 31Q: 3 clusters Score -1223478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1223478.500000 Penalty: 4716.923340
	Iteration 32Q: 3 clusters Score -1223478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1223480.000000 Penalty: 4716.923340
	Iteration 33Q: 3 clusters Score -1223480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1223478.375000 Penalty: 4716.923340
	Iteration 34Q: 3 clusters Score -1223478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1223480.375000 Penalty: 4716.923340
	Iteration 35Q: 3 clusters Score -1223480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1223484.250000 Penalty: 4716.923340
	Iteration 36Q: 3 clusters Score -1223484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1223485.000000 Penalty: 4716.923340
	Iteration 37Q: 3 clusters Score -1223485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1223489.625000 Penalty: 4716.923340
	Iteration 38Q: 3 clusters Score -1223490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1223490.375000 Penalty: 4716.923340
	Iteration 39Q: 3 clusters Score -1223490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1223489.500000 Penalty: 4716.923340
	Iteration 40F: 3 clusters Score -1223490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1223493.750000 Penalty: 4716.923340
	Iteration 41Q: 3 clusters Score -1223494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1223494.250000 Penalty: 4716.923340
	Iteration 42Q: 3 clusters Score -1223494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1223493.625000 Penalty: 4716.923340
	Iteration 43Q: 3 clusters Score -1223494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1223497.750000 Penalty: 4716.923340
	Iteration 44Q: 3 clusters Score -1223498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1223497.500000 Penalty: 4716.923340
	Iteration 45Q: 3 clusters Score -1223498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1223499.250000 Penalty: 4716.923340
	Iteration 46Q: 3 clusters Score -1223499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1223506.250000 Penalty: 4716.923340
	Iteration 47Q: 3 clusters Score -1223506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1223502.250000 Penalty: 4716.923340
	Iteration 48Q: 3 clusters Score -1223502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1223503.000000 Penalty: 4716.923340
	Iteration 49Q: 3 clusters Score -1223503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1223504.250000 Penalty: 4716.923340
	Iteration 50Q: 3 clusters Score -1223504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1223502.500000 Penalty: 4716.923340
	Iteration 51Q: 3 clusters Score -1223502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1223504.000000 Penalty: 4716.923340
	Iteration 52Q: 3 clusters Score -1223504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1223504.375000 Penalty: 4716.923340
	Iteration 53Q: 3 clusters Score -1223504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1223504.375000 Penalty: 4716.923340
	Iteration 54F: 3 clusters Score -1223504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Entering Unmasked Estep 
Score: -1217007.750000 Penalty: 2341.263428
	Iteration 0F: 2 clusters Score -1217008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1207678.125000 Penalty: 4682.526855
	Iteration 0F: 3 clusters Score -1207678 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1210696.625000 Penalty: 4682.526855
	Iteration 1F: 3 clusters Score -1210697 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1211604.375000 Penalty: 4682.526855
	Iteration 2F: 3 clusters Score -1211604 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1212972.000000 Penalty: 4682.526855
	Iteration 3F: 3 clusters Score -1212972 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1214086.000000 Penalty: 4682.526855
	Iteration 4F: 3 clusters Score -1214086 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1214935.625000 Penalty: 4682.526855
	Iteration 5F: 3 clusters Score -1214936 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1215596.000000 Penalty: 4682.526855
	Iteration 6F: 3 clusters Score -1215596 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1216078.750000 Penalty: 4682.526855
	Iteration 7Q: 3 clusters Score -1216079 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1216389.375000 Penalty: 4682.526855
	Iteration 8Q: 3 clusters Score -1216389 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1216594.875000 Penalty: 4682.526855
	Iteration 9Q: 3 clusters Score -1216595 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1216779.625000 Penalty: 4682.526855
	Iteration 10Q: 3 clusters Score -1216780 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1216950.000000 Penalty: 4682.526855
	Iteration 11Q: 3 clusters Score -1216950 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1217042.875000 Penalty: 4682.526855
	Iteration 12Q: 3 clusters Score -1217043 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1217096.250000 Penalty: 4682.526855
	Iteration 13Q: 3 clusters Score -1217096 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1217131.125000 Penalty: 4682.526855
	Iteration 14Q: 3 clusters Score -1217131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1217149.000000 Penalty: 4682.526855
	Iteration 15Q: 3 clusters Score -1217149 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1217168.125000 Penalty: 4682.526855
	Iteration 16Q: 3 clusters Score -1217168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1217178.500000 Penalty: 4682.526855
	Iteration 17Q: 3 clusters Score -1217178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1217188.625000 Penalty: 4682.526855
	Iteration 18Q: 3 clusters Score -1217189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1217196.875000 Penalty: 4682.526855
	Iteration 19Q: 3 clusters Score -1217197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1217201.500000 Penalty: 4682.526855
	Iteration 20F: 3 clusters Score -1217202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1217202.875000 Penalty: 4682.526855
	Iteration 21Q: 3 clusters Score -1217203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1217205.875000 Penalty: 4682.526855
	Iteration 22Q: 3 clusters Score -1217206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1217205.250000 Penalty: 4682.526855
	Iteration 23Q: 3 clusters Score -1217205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1217206.875000 Penalty: 4682.526855
	Iteration 24Q: 3 clusters Score -1217207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1217206.500000 Penalty: 4682.526855
	Iteration 25Q: 3 clusters Score -1217206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1217208.625000 Penalty: 4682.526855
	Iteration 26Q: 3 clusters Score -1217209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1217209.125000 Penalty: 4682.526855
	Iteration 27Q: 3 clusters Score -1217209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1217208.750000 Penalty: 4682.526855
	Iteration 28Q: 3 clusters Score -1217209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1217210.375000 Penalty: 4682.526855
	Iteration 29Q: 3 clusters Score -1217210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1217208.875000 Penalty: 4682.526855
	Iteration 30Q: 3 clusters Score -1217209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1217207.625000 Penalty: 4682.526855
	Iteration 31Q: 3 clusters Score -1217208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1217210.750000 Penalty: 4682.526855
	Iteration 32Q: 3 clusters Score -1217211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1217216.125000 Penalty: 4682.526855
	Iteration 33Q: 3 clusters Score -1217216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1217216.125000 Penalty: 4682.526855
	Iteration 34Q: 3 clusters Score -1217216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1217219.250000 Penalty: 4682.526855
	Iteration 35Q: 3 clusters Score -1217219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1217220.875000 Penalty: 4682.526855
	Iteration 36Q: 3 clusters Score -1217221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1217219.500000 Penalty: 4682.526855
	Iteration 37Q: 3 clusters Score -1217220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1217217.000000 Penalty: 4682.526855
	Iteration 38Q: 3 clusters Score -1217217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1217219.125000 Penalty: 4682.526855
	Iteration 39Q: 3 clusters Score -1217219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1217221.375000 Penalty: 4682.526855
	Iteration 40F: 3 clusters Score -1217221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1217219.875000 Penalty: 4682.526855
	Iteration 41Q: 3 clusters Score -1217220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1217221.500000 Penalty: 4682.526855
	Iteration 42Q: 3 clusters Score -1217222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1217221.500000 Penalty: 4682.526855
	Iteration 43F: 3 clusters Score -1217222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 9029 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 9069 members 
Mstep: Class 5 contains 19445 members 
Mstep: Class 6 contains 141726 members 
Mstep: Class 7 contains 65158 members 
Mstep: Class 8 contains 9582 members 
Mstep: Class 9 contains 27733 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 9929 members 
Mstep: Class 12 contains 25282 members 
Mstep: Class 13 contains 54057 members 
Mstep: Class 14 contains 31227 members 
Mstep: Class 15 contains 223122 members 
Mstep: Class 16 contains 306583 members 
Mstep: Class 17 contains 16515 members 
Mstep: Class 18 contains 165071 members 
Mstep: Class 19 contains 101136 members 
Mstep: Class 20 contains 11033 members 
Mstep: Class 21 contains 226332 members 
Mstep: Class 22 contains 29849 members 
Mstep: Class 23 contains 32209 members 
Mstep: Class 24 contains 5369 members 
Mstep: Class 25 contains 22851 members 
Mstep: Class 26 contains 8933 members 
Mstep: Class 27 contains 13454 members 
Mstep: Class 28 contains 13493 members 
Mstep: Class 29 contains 10386 members 
Mstep: Class 30 contains 5128 members 
Mstep: Class 31 contains 9464 members 
Mstep: Class 32 contains 14342 members 
Mstep: Class 33 contains 20429 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 2203 members 
Entering Unmasked Estep 
Score: -157656544.000000 Penalty: 124380.453125
Splitting cluster 29 changes total score from -157655248.000000 to -157656544.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 30 (5128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Entering Unmasked Estep 
Score: -505491.250000 Penalty: 2118.532715
	Iteration 0F: 2 clusters Score -505491.2 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 2597 members 
Entering Unmasked Estep 
Score: -500907.218750 Penalty: 4237.065430
	Iteration 0F: 3 clusters Score -500907.2 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -501986.031250 Penalty: 4237.065430
	Iteration 1F: 3 clusters Score -501986 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -502184.750000 Penalty: 4237.065430
	Iteration 2F: 3 clusters Score -502184.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -502289.343750 Penalty: 4237.065430
	Iteration 3Q: 3 clusters Score -502289.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -502365.812500 Penalty: 4237.065430
	Iteration 4Q: 3 clusters Score -502365.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -502424.062500 Penalty: 4237.065430
	Iteration 5Q: 3 clusters Score -502424.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -502466.906250 Penalty: 4237.065430
	Iteration 6Q: 3 clusters Score -502466.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -502504.156250 Penalty: 4237.065430
	Iteration 7Q: 3 clusters Score -502504.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -502532.437500 Penalty: 4237.065430
	Iteration 8Q: 3 clusters Score -502532.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -502560.093750 Penalty: 4237.065430
	Iteration 9Q: 3 clusters Score -502560.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -502583.843750 Penalty: 4237.065430
	Iteration 10Q: 3 clusters Score -502583.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -502600.250000 Penalty: 4237.065430
	Iteration 11Q: 3 clusters Score -502600.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -502614.531250 Penalty: 4237.065430
	Iteration 12Q: 3 clusters Score -502614.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -502629.093750 Penalty: 4237.065430
	Iteration 13Q: 3 clusters Score -502629.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -502641.656250 Penalty: 4237.065430
	Iteration 14Q: 3 clusters Score -502641.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -502651.312500 Penalty: 4237.065430
	Iteration 15Q: 3 clusters Score -502651.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -502661.656250 Penalty: 4237.065430
	Iteration 16Q: 3 clusters Score -502661.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -502673.906250 Penalty: 4237.065430
	Iteration 17Q: 3 clusters Score -502673.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -502686.906250 Penalty: 4237.065430
	Iteration 18Q: 3 clusters Score -502686.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -502701.218750 Penalty: 4237.065430
	Iteration 19Q: 3 clusters Score -502701.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -502718.531250 Penalty: 4237.065430
	Iteration 20F: 3 clusters Score -502718.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -502736.062500 Penalty: 4237.065430
	Iteration 21Q: 3 clusters Score -502736.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -502755.062500 Penalty: 4237.065430
	Iteration 22Q: 3 clusters Score -502755.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -502781.187500 Penalty: 4237.065430
	Iteration 23Q: 3 clusters Score -502781.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -502811.062500 Penalty: 4237.065430
	Iteration 24Q: 3 clusters Score -502811.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -502845.093750 Penalty: 4237.065430
	Iteration 25Q: 3 clusters Score -502845.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -502880.250000 Penalty: 4237.065430
	Iteration 26Q: 3 clusters Score -502880.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -502923.625000 Penalty: 4237.065430
	Iteration 27Q: 3 clusters Score -502923.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -502967.781250 Penalty: 4237.065430
	Iteration 28Q: 3 clusters Score -502967.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -503022.281250 Penalty: 4237.065430
	Iteration 29Q: 3 clusters Score -503022.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -503070.625000 Penalty: 4237.065430
	Iteration 30Q: 3 clusters Score -503070.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -503120.312500 Penalty: 4237.065430
	Iteration 31Q: 3 clusters Score -503120.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -503172.343750 Penalty: 4237.065430
	Iteration 32Q: 3 clusters Score -503172.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -503215.781250 Penalty: 4237.065430
	Iteration 33Q: 3 clusters Score -503215.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -503258.843750 Penalty: 4237.065430
	Iteration 34Q: 3 clusters Score -503258.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -503296.843750 Penalty: 4237.065430
	Iteration 35Q: 3 clusters Score -503296.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -503336.562500 Penalty: 4237.065430
	Iteration 36Q: 3 clusters Score -503336.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -503368.906250 Penalty: 4237.065430
	Iteration 37Q: 3 clusters Score -503368.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -503395.312500 Penalty: 4237.065430
	Iteration 38Q: 3 clusters Score -503395.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -503425.437500 Penalty: 4237.065430
	Iteration 39Q: 3 clusters Score -503425.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -503466.406250 Penalty: 4237.065430
	Iteration 40F: 3 clusters Score -503466.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -503501.125000 Penalty: 4237.065430
	Iteration 41Q: 3 clusters Score -503501.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -503526.093750 Penalty: 4237.065430
	Iteration 42Q: 3 clusters Score -503526.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -503552.312500 Penalty: 4237.065430
	Iteration 43Q: 3 clusters Score -503552.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -503582.312500 Penalty: 4237.065430
	Iteration 44Q: 3 clusters Score -503582.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -503606.843750 Penalty: 4237.065430
	Iteration 45Q: 3 clusters Score -503606.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -503625.437500 Penalty: 4237.065430
	Iteration 46Q: 3 clusters Score -503625.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -503640.375000 Penalty: 4237.065430
	Iteration 47Q: 3 clusters Score -503640.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -503650.468750 Penalty: 4237.065430
	Iteration 48Q: 3 clusters Score -503650.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -503655.437500 Penalty: 4237.065430
	Iteration 49Q: 3 clusters Score -503655.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -503658.875000 Penalty: 4237.065430
	Iteration 50Q: 3 clusters Score -503658.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -503662.218750 Penalty: 4237.065430
	Iteration 51Q: 3 clusters Score -503662.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -503664.937500 Penalty: 4237.065430
	Iteration 52Q: 3 clusters Score -503664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -503668.093750 Penalty: 4237.065430
	Iteration 53Q: 3 clusters Score -503668.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -503672.343750 Penalty: 4237.065430
	Iteration 54Q: 3 clusters Score -503672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -503672.625000 Penalty: 4237.065430
	Iteration 55Q: 3 clusters Score -503672.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -503676.000000 Penalty: 4237.065430
	Iteration 56Q: 3 clusters Score -503676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -503677.968750 Penalty: 4237.065430
	Iteration 57Q: 3 clusters Score -503678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -503680.281250 Penalty: 4237.065430
	Iteration 58Q: 3 clusters Score -503680.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -503682.093750 Penalty: 4237.065430
	Iteration 59Q: 3 clusters Score -503682.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -503686.187500 Penalty: 4237.065430
	Iteration 60F: 3 clusters Score -503686.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -503689.593750 Penalty: 4237.065430
	Iteration 61Q: 3 clusters Score -503689.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -503690.312500 Penalty: 4237.065430
	Iteration 62Q: 3 clusters Score -503690.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -503690.312500 Penalty: 4237.065430
	Iteration 63F: 3 clusters Score -503690.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Entering Unmasked Estep 
Score: -941007.062500 Penalty: 2270.502197
	Iteration 0F: 2 clusters Score -941007.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -933675.187500 Penalty: 4541.004395
	Iteration 0F: 3 clusters Score -933675.2 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -935859.125000 Penalty: 4541.004395
	Iteration 1F: 3 clusters Score -935859.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -936144.812500 Penalty: 4541.004395
	Iteration 2F: 3 clusters Score -936144.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -936353.500000 Penalty: 4541.004395
	Iteration 3Q: 3 clusters Score -936353.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -936535.812500 Penalty: 4541.004395
	Iteration 4Q: 3 clusters Score -936535.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -936734.937500 Penalty: 4541.004395
	Iteration 5Q: 3 clusters Score -936734.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -936930.625000 Penalty: 4541.004395
	Iteration 6Q: 3 clusters Score -936930.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -937120.437500 Penalty: 4541.004395
	Iteration 7Q: 3 clusters Score -937120.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -937295.187500 Penalty: 4541.004395
	Iteration 8Q: 3 clusters Score -937295.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -937468.250000 Penalty: 4541.004395
	Iteration 9Q: 3 clusters Score -937468.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -937663.562500 Penalty: 4541.004395
	Iteration 10Q: 3 clusters Score -937663.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -937842.500000 Penalty: 4541.004395
	Iteration 11Q: 3 clusters Score -937842.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -938012.125000 Penalty: 4541.004395
	Iteration 12Q: 3 clusters Score -938012.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -938172.500000 Penalty: 4541.004395
	Iteration 13Q: 3 clusters Score -938172.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -938321.812500 Penalty: 4541.004395
	Iteration 14Q: 3 clusters Score -938321.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -938422.062500 Penalty: 4541.004395
	Iteration 15Q: 3 clusters Score -938422.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -938501.437500 Penalty: 4541.004395
	Iteration 16Q: 3 clusters Score -938501.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -938575.062500 Penalty: 4541.004395
	Iteration 17Q: 3 clusters Score -938575.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -938645.250000 Penalty: 4541.004395
	Iteration 18Q: 3 clusters Score -938645.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -938705.937500 Penalty: 4541.004395
	Iteration 19Q: 3 clusters Score -938705.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -938763.875000 Penalty: 4541.004395
	Iteration 20F: 3 clusters Score -938763.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -938808.562500 Penalty: 4541.004395
	Iteration 21Q: 3 clusters Score -938808.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -938825.812500 Penalty: 4541.004395
	Iteration 22Q: 3 clusters Score -938825.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -938843.125000 Penalty: 4541.004395
	Iteration 23Q: 3 clusters Score -938843.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -938860.625000 Penalty: 4541.004395
	Iteration 24Q: 3 clusters Score -938860.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -938880.500000 Penalty: 4541.004395
	Iteration 25Q: 3 clusters Score -938880.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -938899.500000 Penalty: 4541.004395
	Iteration 26Q: 3 clusters Score -938899.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -938917.125000 Penalty: 4541.004395
	Iteration 27Q: 3 clusters Score -938917.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -938939.000000 Penalty: 4541.004395
	Iteration 28Q: 3 clusters Score -938939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -938958.750000 Penalty: 4541.004395
	Iteration 29Q: 3 clusters Score -938958.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -938973.375000 Penalty: 4541.004395
	Iteration 30Q: 3 clusters Score -938973.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -938978.312500 Penalty: 4541.004395
	Iteration 31Q: 3 clusters Score -938978.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -938983.687500 Penalty: 4541.004395
	Iteration 32Q: 3 clusters Score -938983.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -938988.000000 Penalty: 4541.004395
	Iteration 33Q: 3 clusters Score -938988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -938996.625000 Penalty: 4541.004395
	Iteration 34Q: 3 clusters Score -938996.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -939002.000000 Penalty: 4541.004395
	Iteration 35Q: 3 clusters Score -939002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -939007.312500 Penalty: 4541.004395
	Iteration 36Q: 3 clusters Score -939007.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -939014.937500 Penalty: 4541.004395
	Iteration 37Q: 3 clusters Score -939014.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -939021.500000 Penalty: 4541.004395
	Iteration 38Q: 3 clusters Score -939021.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -939028.312500 Penalty: 4541.004395
	Iteration 39Q: 3 clusters Score -939028.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -939031.437500 Penalty: 4541.004395
	Iteration 40F: 3 clusters Score -939031.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -939032.375000 Penalty: 4541.004395
	Iteration 41Q: 3 clusters Score -939032.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -939034.625000 Penalty: 4541.004395
	Iteration 42Q: 3 clusters Score -939034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -939035.562500 Penalty: 4541.004395
	Iteration 43Q: 3 clusters Score -939035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -939036.875000 Penalty: 4541.004395
	Iteration 44Q: 3 clusters Score -939036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -939038.812500 Penalty: 4541.004395
	Iteration 45Q: 3 clusters Score -939038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -939038.812500 Penalty: 4541.004395
	Iteration 46F: 3 clusters Score -939038.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Entering Unmasked Estep 
Score: -1363682.125000 Penalty: 2373.594971
	Iteration 0F: 2 clusters Score -1363682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1353249.250000 Penalty: 4747.189941
	Iteration 0F: 3 clusters Score -1353249 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1356437.750000 Penalty: 4747.189941
	Iteration 1F: 3 clusters Score -1356438 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1356765.375000 Penalty: 4747.189941
	Iteration 2F: 3 clusters Score -1356765 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1357048.875000 Penalty: 4747.189941
	Iteration 3Q: 3 clusters Score -1357049 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1357313.000000 Penalty: 4747.189941
	Iteration 4Q: 3 clusters Score -1357313 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1357625.250000 Penalty: 4747.189941
	Iteration 5Q: 3 clusters Score -1357625 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1357973.250000 Penalty: 4747.189941
	Iteration 6Q: 3 clusters Score -1357973 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1358306.625000 Penalty: 4747.189941
	Iteration 7Q: 3 clusters Score -1358307 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1358619.125000 Penalty: 4747.189941
	Iteration 8Q: 3 clusters Score -1358619 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1358857.875000 Penalty: 4747.189941
	Iteration 9Q: 3 clusters Score -1358858 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1359029.250000 Penalty: 4747.189941
	Iteration 10Q: 3 clusters Score -1359029 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1359160.000000 Penalty: 4747.189941
	Iteration 11Q: 3 clusters Score -1359160 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1359259.250000 Penalty: 4747.189941
	Iteration 12Q: 3 clusters Score -1359259 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1359346.000000 Penalty: 4747.189941
	Iteration 13Q: 3 clusters Score -1359346 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1359425.375000 Penalty: 4747.189941
	Iteration 14Q: 3 clusters Score -1359425 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1359488.375000 Penalty: 4747.189941
	Iteration 15Q: 3 clusters Score -1359488 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1359545.375000 Penalty: 4747.189941
	Iteration 16Q: 3 clusters Score -1359545 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1359602.500000 Penalty: 4747.189941
	Iteration 17Q: 3 clusters Score -1359602 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1359652.750000 Penalty: 4747.189941
	Iteration 18Q: 3 clusters Score -1359653 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1359706.875000 Penalty: 4747.189941
	Iteration 19Q: 3 clusters Score -1359707 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1359754.750000 Penalty: 4747.189941
	Iteration 20F: 3 clusters Score -1359755 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1359795.500000 Penalty: 4747.189941
	Iteration 21Q: 3 clusters Score -1359796 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1359844.875000 Penalty: 4747.189941
	Iteration 22Q: 3 clusters Score -1359845 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1359888.250000 Penalty: 4747.189941
	Iteration 23Q: 3 clusters Score -1359888 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1359948.500000 Penalty: 4747.189941
	Iteration 24Q: 3 clusters Score -1359948 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1360012.250000 Penalty: 4747.189941
	Iteration 25Q: 3 clusters Score -1360012 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1360075.000000 Penalty: 4747.189941
	Iteration 26Q: 3 clusters Score -1360075 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1360140.000000 Penalty: 4747.189941
	Iteration 27Q: 3 clusters Score -1360140 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1360198.625000 Penalty: 4747.189941
	Iteration 28Q: 3 clusters Score -1360199 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1360241.375000 Penalty: 4747.189941
	Iteration 29Q: 3 clusters Score -1360241 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1360282.750000 Penalty: 4747.189941
	Iteration 30Q: 3 clusters Score -1360283 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1360311.250000 Penalty: 4747.189941
	Iteration 31Q: 3 clusters Score -1360311 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1360351.875000 Penalty: 4747.189941
	Iteration 32Q: 3 clusters Score -1360352 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1360385.875000 Penalty: 4747.189941
	Iteration 33Q: 3 clusters Score -1360386 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1360420.875000 Penalty: 4747.189941
	Iteration 34Q: 3 clusters Score -1360421 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1360445.375000 Penalty: 4747.189941
	Iteration 35Q: 3 clusters Score -1360445 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1360462.875000 Penalty: 4747.189941
	Iteration 36Q: 3 clusters Score -1360463 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1360486.750000 Penalty: 4747.189941
	Iteration 37Q: 3 clusters Score -1360487 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1360504.750000 Penalty: 4747.189941
	Iteration 38Q: 3 clusters Score -1360505 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1360524.500000 Penalty: 4747.189941
	Iteration 39Q: 3 clusters Score -1360524 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1360552.750000 Penalty: 4747.189941
	Iteration 40F: 3 clusters Score -1360553 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1360577.500000 Penalty: 4747.189941
	Iteration 41Q: 3 clusters Score -1360578 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1360604.750000 Penalty: 4747.189941
	Iteration 42Q: 3 clusters Score -1360605 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1360626.375000 Penalty: 4747.189941
	Iteration 43Q: 3 clusters Score -1360626 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1360660.375000 Penalty: 4747.189941
	Iteration 44Q: 3 clusters Score -1360660 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1360699.000000 Penalty: 4747.189941
	Iteration 45Q: 3 clusters Score -1360699 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1360749.625000 Penalty: 4747.189941
	Iteration 46Q: 3 clusters Score -1360750 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1360791.625000 Penalty: 4747.189941
	Iteration 47Q: 3 clusters Score -1360792 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1360837.875000 Penalty: 4747.189941
	Iteration 48Q: 3 clusters Score -1360838 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1360875.750000 Penalty: 4747.189941
	Iteration 49Q: 3 clusters Score -1360876 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1360927.500000 Penalty: 4747.189941
	Iteration 50Q: 3 clusters Score -1360928 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1360975.625000 Penalty: 4747.189941
	Iteration 51Q: 3 clusters Score -1360976 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1361045.875000 Penalty: 4747.189941
	Iteration 52Q: 3 clusters Score -1361046 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1361129.375000 Penalty: 4747.189941
	Iteration 53Q: 3 clusters Score -1361129 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1361217.875000 Penalty: 4747.189941
	Iteration 54Q: 3 clusters Score -1361218 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1361280.375000 Penalty: 4747.189941
	Iteration 55Q: 3 clusters Score -1361280 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1361343.250000 Penalty: 4747.189941
	Iteration 56Q: 3 clusters Score -1361343 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1361402.625000 Penalty: 4747.189941
	Iteration 57Q: 3 clusters Score -1361403 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1361465.875000 Penalty: 4747.189941
	Iteration 58Q: 3 clusters Score -1361466 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1361522.125000 Penalty: 4747.189941
	Iteration 59Q: 3 clusters Score -1361522 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1361574.625000 Penalty: 4747.189941
	Iteration 60F: 3 clusters Score -1361575 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1361630.875000 Penalty: 4747.189941
	Iteration 61Q: 3 clusters Score -1361631 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1361682.875000 Penalty: 4747.189941
	Iteration 62Q: 3 clusters Score -1361683 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1361741.875000 Penalty: 4747.189941
	Iteration 63Q: 3 clusters Score -1361742 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1361777.750000 Penalty: 4747.189941
	Iteration 64Q: 3 clusters Score -1361778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1361809.875000 Penalty: 4747.189941
	Iteration 65Q: 3 clusters Score -1361810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1361832.000000 Penalty: 4747.189941
	Iteration 66Q: 3 clusters Score -1361832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1361858.000000 Penalty: 4747.189941
	Iteration 67Q: 3 clusters Score -1361858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1361880.750000 Penalty: 4747.189941
	Iteration 68Q: 3 clusters Score -1361881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1361903.125000 Penalty: 4747.189941
	Iteration 69Q: 3 clusters Score -1361903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1361918.375000 Penalty: 4747.189941
	Iteration 70Q: 3 clusters Score -1361918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1361924.375000 Penalty: 4747.189941
	Iteration 71Q: 3 clusters Score -1361924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1361930.000000 Penalty: 4747.189941
	Iteration 72Q: 3 clusters Score -1361930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1361934.000000 Penalty: 4747.189941
	Iteration 73Q: 3 clusters Score -1361934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1361938.000000 Penalty: 4747.189941
	Iteration 74Q: 3 clusters Score -1361938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1361939.750000 Penalty: 4747.189941
	Iteration 75Q: 3 clusters Score -1361940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1361944.250000 Penalty: 4747.189941
	Iteration 76Q: 3 clusters Score -1361944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1361946.000000 Penalty: 4747.189941
	Iteration 77Q: 3 clusters Score -1361946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1361946.375000 Penalty: 4747.189941
	Iteration 78Q: 3 clusters Score -1361946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1361954.500000 Penalty: 4747.189941
	Iteration 79Q: 3 clusters Score -1361954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1361959.875000 Penalty: 4747.189941
	Iteration 80F: 3 clusters Score -1361960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1361970.125000 Penalty: 4747.189941
	Iteration 81Q: 3 clusters Score -1361970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1361978.875000 Penalty: 4747.189941
	Iteration 82Q: 3 clusters Score -1361979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1361981.250000 Penalty: 4747.189941
	Iteration 83Q: 3 clusters Score -1361981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1361985.250000 Penalty: 4747.189941
	Iteration 84Q: 3 clusters Score -1361985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1361988.125000 Penalty: 4747.189941
	Iteration 85Q: 3 clusters Score -1361988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1361988.875000 Penalty: 4747.189941
	Iteration 86Q: 3 clusters Score -1361989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1361986.875000 Penalty: 4747.189941
	Iteration 87Q: 3 clusters Score -1361987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1361988.000000 Penalty: 4747.189941
	Iteration 88Q: 3 clusters Score -1361988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1361989.500000 Penalty: 4747.189941
	Iteration 89Q: 3 clusters Score -1361990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1361991.250000 Penalty: 4747.189941
	Iteration 90Q: 3 clusters Score -1361991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1361993.375000 Penalty: 4747.189941
	Iteration 91Q: 3 clusters Score -1361993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1361996.750000 Penalty: 4747.189941
	Iteration 92Q: 3 clusters Score -1361997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1362009.250000 Penalty: 4747.189941
	Iteration 93Q: 3 clusters Score -1362009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1362011.375000 Penalty: 4747.189941
	Iteration 94Q: 3 clusters Score -1362011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1362015.750000 Penalty: 4747.189941
	Iteration 95Q: 3 clusters Score -1362016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1362016.250000 Penalty: 4747.189941
	Iteration 96Q: 3 clusters Score -1362016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1362018.375000 Penalty: 4747.189941
	Iteration 97Q: 3 clusters Score -1362018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1362017.875000 Penalty: 4747.189941
	Iteration 98Q: 3 clusters Score -1362018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1362019.375000 Penalty: 4747.189941
	Iteration 99Q: 3 clusters Score -1362019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1362019.125000 Penalty: 4747.189941
	Iteration 100F: 3 clusters Score -1362019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Entering Unmasked Estep 
Score: -1785101.125000 Penalty: 2461.328125
	Iteration 0F: 2 clusters Score -1785101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1770950.500000 Penalty: 4922.656250
	Iteration 0F: 3 clusters Score -1770950 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1776597.250000 Penalty: 4922.656250
	Iteration 1F: 3 clusters Score -1776597 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1778882.125000 Penalty: 4922.656250
	Iteration 2F: 3 clusters Score -1778882 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1781602.625000 Penalty: 4922.656250
	Iteration 3F: 3 clusters Score -1781603 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1783456.000000 Penalty: 4922.656250
	Iteration 4F: 3 clusters Score -1783456 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1784371.000000 Penalty: 4922.656250
	Iteration 5F: 3 clusters Score -1784371 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1784814.000000 Penalty: 4922.656250
	Iteration 6Q: 3 clusters Score -1784814 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1785043.000000 Penalty: 4922.656250
	Iteration 7Q: 3 clusters Score -1785043 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1785204.625000 Penalty: 4922.656250
	Iteration 8Q: 3 clusters Score -1785205 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1785347.500000 Penalty: 4922.656250
	Iteration 9Q: 3 clusters Score -1785348 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1785491.250000 Penalty: 4922.656250
	Iteration 10Q: 3 clusters Score -1785491 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1785608.125000 Penalty: 4922.656250
	Iteration 11Q: 3 clusters Score -1785608 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1785707.000000 Penalty: 4922.656250
	Iteration 12Q: 3 clusters Score -1785707 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1785793.500000 Penalty: 4922.656250
	Iteration 13Q: 3 clusters Score -1785794 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1785860.000000 Penalty: 4922.656250
	Iteration 14Q: 3 clusters Score -1785860 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1785940.375000 Penalty: 4922.656250
	Iteration 15Q: 3 clusters Score -1785940 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1786009.375000 Penalty: 4922.656250
	Iteration 16Q: 3 clusters Score -1786009 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1786079.000000 Penalty: 4922.656250
	Iteration 17Q: 3 clusters Score -1786079 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1786150.625000 Penalty: 4922.656250
	Iteration 18Q: 3 clusters Score -1786151 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1786226.750000 Penalty: 4922.656250
	Iteration 19Q: 3 clusters Score -1786227 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1786319.000000 Penalty: 4922.656250
	Iteration 20F: 3 clusters Score -1786319 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1786393.000000 Penalty: 4922.656250
	Iteration 21Q: 3 clusters Score -1786393 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1786467.000000 Penalty: 4922.656250
	Iteration 22Q: 3 clusters Score -1786467 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1786553.750000 Penalty: 4922.656250
	Iteration 23Q: 3 clusters Score -1786554 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1786616.875000 Penalty: 4922.656250
	Iteration 24Q: 3 clusters Score -1786617 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1786680.875000 Penalty: 4922.656250
	Iteration 25Q: 3 clusters Score -1786681 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1786736.125000 Penalty: 4922.656250
	Iteration 26Q: 3 clusters Score -1786736 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1786797.875000 Penalty: 4922.656250
	Iteration 27Q: 3 clusters Score -1786798 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1786850.875000 Penalty: 4922.656250
	Iteration 28Q: 3 clusters Score -1786851 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1786919.250000 Penalty: 4922.656250
	Iteration 29Q: 3 clusters Score -1786919 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1786972.000000 Penalty: 4922.656250
	Iteration 30Q: 3 clusters Score -1786972 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1787017.500000 Penalty: 4922.656250
	Iteration 31Q: 3 clusters Score -1787018 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1787056.375000 Penalty: 4922.656250
	Iteration 32Q: 3 clusters Score -1787056 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1787100.750000 Penalty: 4922.656250
	Iteration 33Q: 3 clusters Score -1787101 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1787140.500000 Penalty: 4922.656250
	Iteration 34Q: 3 clusters Score -1787140 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1787162.875000 Penalty: 4922.656250
	Iteration 35Q: 3 clusters Score -1787163 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1787195.500000 Penalty: 4922.656250
	Iteration 36Q: 3 clusters Score -1787196 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1787218.875000 Penalty: 4922.656250
	Iteration 37Q: 3 clusters Score -1787219 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1787253.750000 Penalty: 4922.656250
	Iteration 38Q: 3 clusters Score -1787254 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1787282.250000 Penalty: 4922.656250
	Iteration 39Q: 3 clusters Score -1787282 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1787304.625000 Penalty: 4922.656250
	Iteration 40F: 3 clusters Score -1787305 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1787329.375000 Penalty: 4922.656250
	Iteration 41Q: 3 clusters Score -1787329 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1787344.000000 Penalty: 4922.656250
	Iteration 42Q: 3 clusters Score -1787344 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1787367.500000 Penalty: 4922.656250
	Iteration 43Q: 3 clusters Score -1787368 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1787379.750000 Penalty: 4922.656250
	Iteration 44Q: 3 clusters Score -1787380 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1787391.500000 Penalty: 4922.656250
	Iteration 45Q: 3 clusters Score -1787392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1787401.500000 Penalty: 4922.656250
	Iteration 46Q: 3 clusters Score -1787402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1787407.750000 Penalty: 4922.656250
	Iteration 47Q: 3 clusters Score -1787408 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1787424.500000 Penalty: 4922.656250
	Iteration 48Q: 3 clusters Score -1787424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1787434.875000 Penalty: 4922.656250
	Iteration 49Q: 3 clusters Score -1787435 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1787445.125000 Penalty: 4922.656250
	Iteration 50Q: 3 clusters Score -1787445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1787447.000000 Penalty: 4922.656250
	Iteration 51Q: 3 clusters Score -1787447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1787456.875000 Penalty: 4922.656250
	Iteration 52Q: 3 clusters Score -1787457 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1787464.375000 Penalty: 4922.656250
	Iteration 53Q: 3 clusters Score -1787464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1787464.875000 Penalty: 4922.656250
	Iteration 54Q: 3 clusters Score -1787465 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1787475.375000 Penalty: 4922.656250
	Iteration 55Q: 3 clusters Score -1787475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1787480.000000 Penalty: 4922.656250
	Iteration 56Q: 3 clusters Score -1787480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1787491.000000 Penalty: 4922.656250
	Iteration 57Q: 3 clusters Score -1787491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1787493.125000 Penalty: 4922.656250
	Iteration 58Q: 3 clusters Score -1787493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1787497.250000 Penalty: 4922.656250
	Iteration 59Q: 3 clusters Score -1787497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1787496.625000 Penalty: 4922.656250
	Iteration 60F: 3 clusters Score -1787497 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1787502.875000 Penalty: 4922.656250
	Iteration 61Q: 3 clusters Score -1787503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1787510.750000 Penalty: 4922.656250
	Iteration 62Q: 3 clusters Score -1787511 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1787523.125000 Penalty: 4922.656250
	Iteration 63Q: 3 clusters Score -1787523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1787542.750000 Penalty: 4922.656250
	Iteration 64Q: 3 clusters Score -1787543 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1787564.750000 Penalty: 4922.656250
	Iteration 65Q: 3 clusters Score -1787565 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1787585.250000 Penalty: 4922.656250
	Iteration 66Q: 3 clusters Score -1787585 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1787618.125000 Penalty: 4922.656250
	Iteration 67Q: 3 clusters Score -1787618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1787680.500000 Penalty: 4922.656250
	Iteration 68Q: 3 clusters Score -1787680 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1787744.000000 Penalty: 4922.656250
	Iteration 69Q: 3 clusters Score -1787744 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1787778.625000 Penalty: 4922.656250
	Iteration 70Q: 3 clusters Score -1787779 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1787796.125000 Penalty: 4922.656250
	Iteration 71Q: 3 clusters Score -1787796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1787806.250000 Penalty: 4922.656250
	Iteration 72Q: 3 clusters Score -1787806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1787813.875000 Penalty: 4922.656250
	Iteration 73Q: 3 clusters Score -1787814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1787818.125000 Penalty: 4922.656250
	Iteration 74Q: 3 clusters Score -1787818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1787822.875000 Penalty: 4922.656250
	Iteration 75Q: 3 clusters Score -1787823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1787829.500000 Penalty: 4922.656250
	Iteration 76Q: 3 clusters Score -1787830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1787833.625000 Penalty: 4922.656250
	Iteration 77Q: 3 clusters Score -1787834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1787834.875000 Penalty: 4922.656250
	Iteration 78Q: 3 clusters Score -1787835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -1787832.250000 Penalty: 4922.656250
	Iteration 79Q: 3 clusters Score -1787832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -1787829.750000 Penalty: 4922.656250
	Iteration 80F: 3 clusters Score -1787830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -1787831.750000 Penalty: 4922.656250
	Iteration 81Q: 3 clusters Score -1787832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -1787831.250000 Penalty: 4922.656250
	Iteration 82Q: 3 clusters Score -1787831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1787832.250000 Penalty: 4922.656250
	Iteration 83Q: 3 clusters Score -1787832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1787832.250000 Penalty: 4922.656250
	Iteration 84F: 3 clusters Score -1787832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 9029 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 9069 members 
Mstep: Class 5 contains 19445 members 
Mstep: Class 6 contains 141726 members 
Mstep: Class 7 contains 65158 members 
Mstep: Class 8 contains 9582 members 
Mstep: Class 9 contains 27733 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 9929 members 
Mstep: Class 12 contains 25282 members 
Mstep: Class 13 contains 54057 members 
Mstep: Class 14 contains 31227 members 
Mstep: Class 15 contains 223122 members 
Mstep: Class 16 contains 306583 members 
Mstep: Class 17 contains 16515 members 
Mstep: Class 18 contains 165071 members 
Mstep: Class 19 contains 101136 members 
Mstep: Class 20 contains 11033 members 
Mstep: Class 21 contains 226332 members 
Mstep: Class 22 contains 29849 members 
Mstep: Class 23 contains 32209 members 
Mstep: Class 24 contains 5369 members 
Mstep: Class 25 contains 22851 members 
Mstep: Class 26 contains 8933 members 
Mstep: Class 27 contains 13454 members 
Mstep: Class 28 contains 13493 members 
Mstep: Class 29 contains 10386 members 
Mstep: Class 30 contains 5128 members 
Mstep: Class 31 contains 9464 members 
Mstep: Class 32 contains 14342 members 
Mstep: Class 33 contains 4405 members 
Mstep: Class 34 contains 6380 members 
Mstep: Class 35 contains 2203 members 
Mstep: Class 36 contains 16024 members 
Entering Unmasked Estep 
Score: -157657888.000000 Penalty: 127934.179688
Splitting cluster 33 changes total score from -157655248.000000 to -157657888.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 9029 members 
Mstep: Class 3 contains 13380 members 
Mstep: Class 4 contains 9069 members 
Mstep: Class 5 contains 19445 members 
Mstep: Class 6 contains 141726 members 
Mstep: Class 7 contains 65158 members 
Mstep: Class 8 contains 9582 members 
Mstep: Class 9 contains 27733 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 9929 members 
Mstep: Class 12 contains 25282 members 
Mstep: Class 13 contains 54057 members 
Mstep: Class 14 contains 31227 members 
Mstep: Class 15 contains 223122 members 
Mstep: Class 16 contains 306583 members 
Mstep: Class 17 contains 16515 members 
Mstep: Class 18 contains 165071 members 
Mstep: Class 19 contains 101136 members 
Mstep: Class 20 contains 11033 members 
Mstep: Class 21 contains 226332 members 
Mstep: Class 22 contains 29849 members 
Mstep: Class 23 contains 32209 members 
Mstep: Class 24 contains 5369 members 
Mstep: Class 25 contains 22851 members 
Mstep: Class 26 contains 8933 members 
Mstep: Class 27 contains 13454 members 
Mstep: Class 28 contains 13493 members 
Mstep: Class 29 contains 10386 members 
Mstep: Class 30 contains 5128 members 
Mstep: Class 31 contains 9464 members 
Mstep: Class 32 contains 14342 members 
Mstep: Class 33 contains 4405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157662192.000000 Penalty: 127934.179688
Iteration 79Q: 37 clusters Score -1.576622e+08 nChanged 11520
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 9026 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 9090 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 141731 members 
Mstep: Class 7 contains 64961 members 
Mstep: Class 8 contains 9588 members 
Mstep: Class 9 contains 27620 members 
Mstep: Class 10 contains 3360 members 
Mstep: Class 11 contains 9931 members 
Mstep: Class 12 contains 25400 members 
Mstep: Class 13 contains 50808 members 
Mstep: Class 14 contains 31251 members 
Mstep: Class 15 contains 223040 members 
Mstep: Class 16 contains 306527 members 
Mstep: Class 17 contains 16610 members 
Mstep: Class 18 contains 168454 members 
Mstep: Class 19 contains 101148 members 
Mstep: Class 20 contains 11058 members 
Mstep: Class 21 contains 226307 members 
Mstep: Class 22 contains 30397 members 
Mstep: Class 23 contains 31612 members 
Mstep: Class 24 contains 5448 members 
Mstep: Class 25 contains 22911 members 
Mstep: Class 26 contains 9117 members 
Mstep: Class 27 contains 13416 members 
Mstep: Class 28 contains 13556 members 
Mstep: Class 29 contains 10402 members 
Mstep: Class 30 contains 5127 members 
Mstep: Class 31 contains 9423 members 
Mstep: Class 32 contains 14404 members 
Mstep: Class 33 contains 5025 members 
Mstep: Class 34 contains 6032 members 
Mstep: Class 35 contains 2124 members 
Mstep: Class 36 contains 14961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157666256.000000 Penalty: 127934.179688
Iteration 80F: 37 clusters Score -1.576663e+08 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8993 members 
Mstep: Class 3 contains 13717 members 
Mstep: Class 4 contains 9100 members 
Mstep: Class 5 contains 19936 members 
Mstep: Class 6 contains 141732 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 9579 members 
Mstep: Class 9 contains 27491 members 
Mstep: Class 10 contains 3348 members 
Mstep: Class 11 contains 9906 members 
Mstep: Class 12 contains 25356 members 
Mstep: Class 13 contains 47454 members 
Mstep: Class 14 contains 31216 members 
Mstep: Class 15 contains 222844 members 
Mstep: Class 16 contains 306378 members 
Mstep: Class 17 contains 16725 members 
Mstep: Class 18 contains 171975 members 
Mstep: Class 19 contains 101156 members 
Mstep: Class 20 contains 11047 members 
Mstep: Class 21 contains 226242 members 
Mstep: Class 22 contains 30913 members 
Mstep: Class 23 contains 31023 members 
Mstep: Class 24 contains 5452 members 
Mstep: Class 25 contains 22826 members 
Mstep: Class 26 contains 9244 members 
Mstep: Class 27 contains 13412 members 
Mstep: Class 28 contains 13552 members 
Mstep: Class 29 contains 10402 members 
Mstep: Class 30 contains 5123 members 
Mstep: Class 31 contains 9387 members 
Mstep: Class 32 contains 14428 members 
Mstep: Class 33 contains 5247 members 
Mstep: Class 34 contains 6041 members 
Mstep: Class 35 contains 2275 members 
Mstep: Class 36 contains 14816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157668592.000000 Penalty: 127934.179688
Iteration 81Q: 37 clusters Score -1.576686e+08 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8981 members 
Mstep: Class 3 contains 13829 members 
Mstep: Class 4 contains 9118 members 
Mstep: Class 5 contains 20142 members 
Mstep: Class 6 contains 141745 members 
Mstep: Class 7 contains 64784 members 
Mstep: Class 8 contains 9595 members 
Mstep: Class 9 contains 27328 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 9911 members 
Mstep: Class 12 contains 25307 members 
Mstep: Class 13 contains 44144 members 
Mstep: Class 14 contains 31181 members 
Mstep: Class 15 contains 222593 members 
Mstep: Class 16 contains 306238 members 
Mstep: Class 17 contains 16851 members 
Mstep: Class 18 contains 175467 members 
Mstep: Class 19 contains 101150 members 
Mstep: Class 20 contains 11032 members 
Mstep: Class 21 contains 226146 members 
Mstep: Class 22 contains 31451 members 
Mstep: Class 23 contains 30446 members 
Mstep: Class 24 contains 5462 members 
Mstep: Class 25 contains 22795 members 
Mstep: Class 26 contains 9390 members 
Mstep: Class 27 contains 13406 members 
Mstep: Class 28 contains 13597 members 
Mstep: Class 29 contains 10422 members 
Mstep: Class 30 contains 5124 members 
Mstep: Class 31 contains 9360 members 
Mstep: Class 32 contains 14468 members 
Mstep: Class 33 contains 5374 members 
Mstep: Class 34 contains 6043 members 
Mstep: Class 35 contains 2365 members 
Mstep: Class 36 contains 14555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157670576.000000 Penalty: 127934.179688
Iteration 82Q: 37 clusters Score -1.576706e+08 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8959 members 
Mstep: Class 3 contains 13905 members 
Mstep: Class 4 contains 9138 members 
Mstep: Class 5 contains 20309 members 
Mstep: Class 6 contains 141746 members 
Mstep: Class 7 contains 64755 members 
Mstep: Class 8 contains 9625 members 
Mstep: Class 9 contains 27164 members 
Mstep: Class 10 contains 3339 members 
Mstep: Class 11 contains 9915 members 
Mstep: Class 12 contains 25266 members 
Mstep: Class 13 contains 40794 members 
Mstep: Class 14 contains 31154 members 
Mstep: Class 15 contains 222368 members 
Mstep: Class 16 contains 306126 members 
Mstep: Class 17 contains 17002 members 
Mstep: Class 18 contains 178993 members 
Mstep: Class 19 contains 101143 members 
Mstep: Class 20 contains 11019 members 
Mstep: Class 21 contains 226075 members 
Mstep: Class 22 contains 31990 members 
Mstep: Class 23 contains 29846 members 
Mstep: Class 24 contains 5480 members 
Mstep: Class 25 contains 22763 members 
Mstep: Class 26 contains 9522 members 
Mstep: Class 27 contains 13407 members 
Mstep: Class 28 contains 13650 members 
Mstep: Class 29 contains 10450 members 
Mstep: Class 30 contains 5127 members 
Mstep: Class 31 contains 9344 members 
Mstep: Class 32 contains 14506 members 
Mstep: Class 33 contains 5454 members 
Mstep: Class 34 contains 6044 members 
Mstep: Class 35 contains 2439 members 
Mstep: Class 36 contains 14292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157671568.000000 Penalty: 127934.179688
Iteration 83Q: 37 clusters Score -1.576716e+08 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 8953 members 
Mstep: Class 3 contains 13956 members 
Mstep: Class 4 contains 9167 members 
Mstep: Class 5 contains 20451 members 
Mstep: Class 6 contains 141737 members 
Mstep: Class 7 contains 64731 members 
Mstep: Class 8 contains 9652 members 
Mstep: Class 9 contains 26996 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 9932 members 
Mstep: Class 12 contains 25227 members 
Mstep: Class 13 contains 37521 members 
Mstep: Class 14 contains 31115 members 
Mstep: Class 15 contains 222128 members 
Mstep: Class 16 contains 306007 members 
Mstep: Class 17 contains 17171 members 
Mstep: Class 18 contains 182447 members 
Mstep: Class 19 contains 101144 members 
Mstep: Class 20 contains 11030 members 
Mstep: Class 21 contains 226023 members 
Mstep: Class 22 contains 32487 members 
Mstep: Class 23 contains 29297 members 
Mstep: Class 24 contains 5506 members 
Mstep: Class 25 contains 22729 members 
Mstep: Class 26 contains 9668 members 
Mstep: Class 27 contains 13413 members 
Mstep: Class 28 contains 13703 members 
Mstep: Class 29 contains 10474 members 
Mstep: Class 30 contains 5131 members 
Mstep: Class 31 contains 9325 members 
Mstep: Class 32 contains 14542 members 
Mstep: Class 33 contains 5510 members 
Mstep: Class 34 contains 6015 members 
Mstep: Class 35 contains 2505 members 
Mstep: Class 36 contains 14032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157672912.000000 Penalty: 127934.179688
Iteration 84Q: 37 clusters Score -1.576729e+08 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8957 members 
Mstep: Class 3 contains 13983 members 
Mstep: Class 4 contains 9187 members 
Mstep: Class 5 contains 20601 members 
Mstep: Class 6 contains 141719 members 
Mstep: Class 7 contains 64690 members 
Mstep: Class 8 contains 9680 members 
Mstep: Class 9 contains 26802 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 9940 members 
Mstep: Class 12 contains 25187 members 
Mstep: Class 13 contains 34225 members 
Mstep: Class 14 contains 31078 members 
Mstep: Class 15 contains 221926 members 
Mstep: Class 16 contains 305880 members 
Mstep: Class 17 contains 17343 members 
Mstep: Class 18 contains 185988 members 
Mstep: Class 19 contains 101131 members 
Mstep: Class 20 contains 11062 members 
Mstep: Class 21 contains 225986 members 
Mstep: Class 22 contains 32934 members 
Mstep: Class 23 contains 28786 members 
Mstep: Class 24 contains 5518 members 
Mstep: Class 25 contains 22717 members 
Mstep: Class 26 contains 9815 members 
Mstep: Class 27 contains 13421 members 
Mstep: Class 28 contains 13731 members 
Mstep: Class 29 contains 10491 members 
Mstep: Class 30 contains 5134 members 
Mstep: Class 31 contains 9287 members 
Mstep: Class 32 contains 14572 members 
Mstep: Class 33 contains 5543 members 
Mstep: Class 34 contains 5983 members 
Mstep: Class 35 contains 2574 members 
Mstep: Class 36 contains 13815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157674240.000000 Penalty: 127934.179688
Iteration 85Q: 37 clusters Score -1.576742e+08 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8965 members 
Mstep: Class 3 contains 14010 members 
Mstep: Class 4 contains 9204 members 
Mstep: Class 5 contains 20740 members 
Mstep: Class 6 contains 141723 members 
Mstep: Class 7 contains 64667 members 
Mstep: Class 8 contains 9704 members 
Mstep: Class 9 contains 26601 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 9946 members 
Mstep: Class 12 contains 25154 members 
Mstep: Class 13 contains 31010 members 
Mstep: Class 14 contains 31055 members 
Mstep: Class 15 contains 221758 members 
Mstep: Class 16 contains 305794 members 
Mstep: Class 17 contains 17497 members 
Mstep: Class 18 contains 189457 members 
Mstep: Class 19 contains 101113 members 
Mstep: Class 20 contains 11090 members 
Mstep: Class 21 contains 225951 members 
Mstep: Class 22 contains 33316 members 
Mstep: Class 23 contains 28270 members 
Mstep: Class 24 contains 5525 members 
Mstep: Class 25 contains 22701 members 
Mstep: Class 26 contains 9957 members 
Mstep: Class 27 contains 13427 members 
Mstep: Class 28 contains 13730 members 
Mstep: Class 29 contains 10510 members 
Mstep: Class 30 contains 5136 members 
Mstep: Class 31 contains 9258 members 
Mstep: Class 32 contains 14591 members 
Mstep: Class 33 contains 5552 members 
Mstep: Class 34 contains 5967 members 
Mstep: Class 35 contains 2653 members 
Mstep: Class 36 contains 13614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157676320.000000 Penalty: 127934.179688
Iteration 86Q: 37 clusters Score -1.576763e+08 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 8987 members 
Mstep: Class 3 contains 14028 members 
Mstep: Class 4 contains 9201 members 
Mstep: Class 5 contains 20872 members 
Mstep: Class 6 contains 141737 members 
Mstep: Class 7 contains 64645 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 26370 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 9945 members 
Mstep: Class 12 contains 25124 members 
Mstep: Class 13 contains 27885 members 
Mstep: Class 14 contains 31039 members 
Mstep: Class 15 contains 221577 members 
Mstep: Class 16 contains 305715 members 
Mstep: Class 17 contains 17673 members 
Mstep: Class 18 contains 192870 members 
Mstep: Class 19 contains 101091 members 
Mstep: Class 20 contains 11114 members 
Mstep: Class 21 contains 225893 members 
Mstep: Class 22 contains 33649 members 
Mstep: Class 23 contains 27775 members 
Mstep: Class 24 contains 5529 members 
Mstep: Class 25 contains 22713 members 
Mstep: Class 26 contains 10126 members 
Mstep: Class 27 contains 13434 members 
Mstep: Class 28 contains 13729 members 
Mstep: Class 29 contains 10526 members 
Mstep: Class 30 contains 5135 members 
Mstep: Class 31 contains 9232 members 
Mstep: Class 32 contains 14617 members 
Mstep: Class 33 contains 5539 members 
Mstep: Class 34 contains 5958 members 
Mstep: Class 35 contains 2736 members 
Mstep: Class 36 contains 13421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157677520.000000 Penalty: 127934.179688
Iteration 87Q: 37 clusters Score -1.576775e+08 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 9001 members 
Mstep: Class 3 contains 14039 members 
Mstep: Class 4 contains 9212 members 
Mstep: Class 5 contains 20993 members 
Mstep: Class 6 contains 141749 members 
Mstep: Class 7 contains 64634 members 
Mstep: Class 8 contains 9769 members 
Mstep: Class 9 contains 26143 members 
Mstep: Class 10 contains 3346 members 
Mstep: Class 11 contains 9954 members 
Mstep: Class 12 contains 25112 members 
Mstep: Class 13 contains 24821 members 
Mstep: Class 14 contains 31039 members 
Mstep: Class 15 contains 221422 members 
Mstep: Class 16 contains 305656 members 
Mstep: Class 17 contains 17836 members 
Mstep: Class 18 contains 196195 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 11132 members 
Mstep: Class 21 contains 225831 members 
Mstep: Class 22 contains 33945 members 
Mstep: Class 23 contains 27305 members 
Mstep: Class 24 contains 5541 members 
Mstep: Class 25 contains 22719 members 
Mstep: Class 26 contains 10322 members 
Mstep: Class 27 contains 13437 members 
Mstep: Class 28 contains 13716 members 
Mstep: Class 29 contains 10531 members 
Mstep: Class 30 contains 5135 members 
Mstep: Class 31 contains 9209 members 
Mstep: Class 32 contains 14636 members 
Mstep: Class 33 contains 5496 members 
Mstep: Class 34 contains 5935 members 
Mstep: Class 35 contains 2809 members 
Mstep: Class 36 contains 13233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157679504.000000 Penalty: 127934.179688
Iteration 88Q: 37 clusters Score -1.576795e+08 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 9007 members 
Mstep: Class 3 contains 14040 members 
Mstep: Class 4 contains 9213 members 
Mstep: Class 5 contains 21090 members 
Mstep: Class 6 contains 141760 members 
Mstep: Class 7 contains 64628 members 
Mstep: Class 8 contains 9796 members 
Mstep: Class 9 contains 25893 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 9952 members 
Mstep: Class 12 contains 25092 members 
Mstep: Class 13 contains 21848 members 
Mstep: Class 14 contains 31029 members 
Mstep: Class 15 contains 221279 members 
Mstep: Class 16 contains 305589 members 
Mstep: Class 17 contains 17985 members 
Mstep: Class 18 contains 199481 members 
Mstep: Class 19 contains 101072 members 
Mstep: Class 20 contains 11147 members 
Mstep: Class 21 contains 225791 members 
Mstep: Class 22 contains 34241 members 
Mstep: Class 23 contains 26859 members 
Mstep: Class 24 contains 5545 members 
Mstep: Class 25 contains 22720 members 
Mstep: Class 26 contains 10505 members 
Mstep: Class 27 contains 13441 members 
Mstep: Class 28 contains 13729 members 
Mstep: Class 29 contains 10540 members 
Mstep: Class 30 contains 5134 members 
Mstep: Class 31 contains 9180 members 
Mstep: Class 32 contains 14662 members 
Mstep: Class 33 contains 5445 members 
Mstep: Class 34 contains 5929 members 
Mstep: Class 35 contains 2878 members 
Mstep: Class 36 contains 13066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157681680.000000 Penalty: 127934.179688
Iteration 89Q: 37 clusters Score -1.576817e+08 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 9011 members 
Mstep: Class 3 contains 14036 members 
Mstep: Class 4 contains 9210 members 
Mstep: Class 5 contains 21194 members 
Mstep: Class 6 contains 141772 members 
Mstep: Class 7 contains 64606 members 
Mstep: Class 8 contains 9821 members 
Mstep: Class 9 contains 25634 members 
Mstep: Class 10 contains 3350 members 
Mstep: Class 11 contains 9950 members 
Mstep: Class 12 contains 25071 members 
Mstep: Class 13 contains 18997 members 
Mstep: Class 14 contains 31035 members 
Mstep: Class 15 contains 221144 members 
Mstep: Class 16 contains 305537 members 
Mstep: Class 17 contains 18168 members 
Mstep: Class 18 contains 202658 members 
Mstep: Class 19 contains 101053 members 
Mstep: Class 20 contains 11172 members 
Mstep: Class 21 contains 225733 members 
Mstep: Class 22 contains 34493 members 
Mstep: Class 23 contains 26434 members 
Mstep: Class 24 contains 5542 members 
Mstep: Class 25 contains 22728 members 
Mstep: Class 26 contains 10679 members 
Mstep: Class 27 contains 13445 members 
Mstep: Class 28 contains 13711 members 
Mstep: Class 29 contains 10560 members 
Mstep: Class 30 contains 5134 members 
Mstep: Class 31 contains 9142 members 
Mstep: Class 32 contains 14684 members 
Mstep: Class 33 contains 5380 members 
Mstep: Class 34 contains 5925 members 
Mstep: Class 35 contains 2938 members 
Mstep: Class 36 contains 12947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157683872.000000 Penalty: 127934.179688
Iteration 90Q: 37 clusters Score -1.576839e+08 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9019 members 
Mstep: Class 3 contains 14041 members 
Mstep: Class 4 contains 9188 members 
Mstep: Class 5 contains 21288 members 
Mstep: Class 6 contains 141760 members 
Mstep: Class 7 contains 64580 members 
Mstep: Class 8 contains 9834 members 
Mstep: Class 9 contains 25326 members 
Mstep: Class 10 contains 3350 members 
Mstep: Class 11 contains 9952 members 
Mstep: Class 12 contains 25055 members 
Mstep: Class 13 contains 16406 members 
Mstep: Class 14 contains 31050 members 
Mstep: Class 15 contains 220995 members 
Mstep: Class 16 contains 305494 members 
Mstep: Class 17 contains 18369 members 
Mstep: Class 18 contains 205656 members 
Mstep: Class 19 contains 101030 members 
Mstep: Class 20 contains 11195 members 
Mstep: Class 21 contains 225674 members 
Mstep: Class 22 contains 34726 members 
Mstep: Class 23 contains 26043 members 
Mstep: Class 24 contains 5550 members 
Mstep: Class 25 contains 22723 members 
Mstep: Class 26 contains 10866 members 
Mstep: Class 27 contains 13453 members 
Mstep: Class 28 contains 13692 members 
Mstep: Class 29 contains 10568 members 
Mstep: Class 30 contains 5138 members 
Mstep: Class 31 contains 9106 members 
Mstep: Class 32 contains 14695 members 
Mstep: Class 33 contains 5319 members 
Mstep: Class 34 contains 5916 members 
Mstep: Class 35 contains 2990 members 
Mstep: Class 36 contains 12828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157685936.000000 Penalty: 127934.179688
Iteration 91Q: 37 clusters Score -1.576859e+08 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9024 members 
Mstep: Class 3 contains 14048 members 
Mstep: Class 4 contains 9163 members 
Mstep: Class 5 contains 21381 members 
Mstep: Class 6 contains 141757 members 
Mstep: Class 7 contains 64557 members 
Mstep: Class 8 contains 9865 members 
Mstep: Class 9 contains 25009 members 
Mstep: Class 10 contains 3351 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 25029 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 31041 members 
Mstep: Class 15 contains 220858 members 
Mstep: Class 16 contains 305449 members 
Mstep: Class 17 contains 18571 members 
Mstep: Class 18 contains 208565 members 
Mstep: Class 19 contains 101022 members 
Mstep: Class 20 contains 11213 members 
Mstep: Class 21 contains 225621 members 
Mstep: Class 22 contains 34920 members 
Mstep: Class 23 contains 25677 members 
Mstep: Class 24 contains 5565 members 
Mstep: Class 25 contains 22707 members 
Mstep: Class 26 contains 11032 members 
Mstep: Class 27 contains 13458 members 
Mstep: Class 28 contains 13691 members 
Mstep: Class 29 contains 10583 members 
Mstep: Class 30 contains 5141 members 
Mstep: Class 31 contains 9077 members 
Mstep: Class 32 contains 14705 members 
Mstep: Class 33 contains 5230 members 
Mstep: Class 34 contains 5912 members 
Mstep: Class 35 contains 3032 members 
Mstep: Class 36 contains 12730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157687632.000000 Penalty: 127934.179688
Iteration 92Q: 37 clusters Score -1.576876e+08 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 9026 members 
Mstep: Class 3 contains 14060 members 
Mstep: Class 4 contains 9145 members 
Mstep: Class 5 contains 21487 members 
Mstep: Class 6 contains 141762 members 
Mstep: Class 7 contains 64531 members 
Mstep: Class 8 contains 9905 members 
Mstep: Class 9 contains 24700 members 
Mstep: Class 10 contains 3350 members 
Mstep: Class 11 contains 9973 members 
Mstep: Class 12 contains 25009 members 
Mstep: Class 13 contains 11535 members 
Mstep: Class 14 contains 31044 members 
Mstep: Class 15 contains 220741 members 
Mstep: Class 16 contains 305397 members 
Mstep: Class 17 contains 18811 members 
Mstep: Class 18 contains 211342 members 
Mstep: Class 19 contains 101016 members 
Mstep: Class 20 contains 11229 members 
Mstep: Class 21 contains 225573 members 
Mstep: Class 22 contains 35100 members 
Mstep: Class 23 contains 25294 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 22693 members 
Mstep: Class 26 contains 11168 members 
Mstep: Class 27 contains 13463 members 
Mstep: Class 28 contains 13671 members 
Mstep: Class 29 contains 10591 members 
Mstep: Class 30 contains 5143 members 
Mstep: Class 31 contains 9028 members 
Mstep: Class 32 contains 14714 members 
Mstep: Class 33 contains 5161 members 
Mstep: Class 34 contains 5897 members 
Mstep: Class 35 contains 3066 members 
Mstep: Class 36 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157689568.000000 Penalty: 127934.179688
Iteration 93Q: 37 clusters Score -1.576896e+08 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 9034 members 
Mstep: Class 3 contains 14066 members 
Mstep: Class 4 contains 9118 members 
Mstep: Class 5 contains 21579 members 
Mstep: Class 6 contains 141759 members 
Mstep: Class 7 contains 64513 members 
Mstep: Class 8 contains 9918 members 
Mstep: Class 9 contains 24346 members 
Mstep: Class 10 contains 3347 members 
Mstep: Class 11 contains 9984 members 
Mstep: Class 12 contains 24991 members 
Mstep: Class 13 contains 9321 members 
Mstep: Class 14 contains 31048 members 
Mstep: Class 15 contains 220622 members 
Mstep: Class 16 contains 305361 members 
Mstep: Class 17 contains 19078 members 
Mstep: Class 18 contains 214024 members 
Mstep: Class 19 contains 101003 members 
Mstep: Class 20 contains 11249 members 
Mstep: Class 21 contains 225540 members 
Mstep: Class 22 contains 35270 members 
Mstep: Class 23 contains 24919 members 
Mstep: Class 24 contains 5588 members 
Mstep: Class 25 contains 22691 members 
Mstep: Class 26 contains 11286 members 
Mstep: Class 27 contains 13463 members 
Mstep: Class 28 contains 13638 members 
Mstep: Class 29 contains 10599 members 
Mstep: Class 30 contains 5143 members 
Mstep: Class 31 contains 8979 members 
Mstep: Class 32 contains 14720 members 
Mstep: Class 33 contains 5087 members 
Mstep: Class 34 contains 5898 members 
Mstep: Class 35 contains 3097 members 
Mstep: Class 36 contains 12555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157691488.000000 Penalty: 127934.179688
Iteration 94Q: 37 clusters Score -1.576915e+08 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9038 members 
Mstep: Class 3 contains 14075 members 
Mstep: Class 4 contains 9084 members 
Mstep: Class 5 contains 21680 members 
Mstep: Class 6 contains 141760 members 
Mstep: Class 7 contains 64498 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 23975 members 
Mstep: Class 10 contains 3348 members 
Mstep: Class 11 contains 9995 members 
Mstep: Class 12 contains 24973 members 
Mstep: Class 13 contains 7390 members 
Mstep: Class 14 contains 31048 members 
Mstep: Class 15 contains 220515 members 
Mstep: Class 16 contains 305326 members 
Mstep: Class 17 contains 19353 members 
Mstep: Class 18 contains 216455 members 
Mstep: Class 19 contains 100996 members 
Mstep: Class 20 contains 11276 members 
Mstep: Class 21 contains 225509 members 
Mstep: Class 22 contains 35418 members 
Mstep: Class 23 contains 24538 members 
Mstep: Class 24 contains 5600 members 
Mstep: Class 25 contains 22677 members 
Mstep: Class 26 contains 11381 members 
Mstep: Class 27 contains 13461 members 
Mstep: Class 28 contains 13610 members 
Mstep: Class 29 contains 10599 members 
Mstep: Class 30 contains 5142 members 
Mstep: Class 31 contains 8930 members 
Mstep: Class 32 contains 14729 members 
Mstep: Class 33 contains 5029 members 
Mstep: Class 34 contains 5890 members 
Mstep: Class 35 contains 3123 members 
Mstep: Class 36 contains 12460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157693264.000000 Penalty: 127934.179688
Iteration 95Q: 37 clusters Score -1.576933e+08 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 9032 members 
Mstep: Class 3 contains 14068 members 
Mstep: Class 4 contains 9056 members 
Mstep: Class 5 contains 21777 members 
Mstep: Class 6 contains 141764 members 
Mstep: Class 7 contains 64496 members 
Mstep: Class 8 contains 9977 members 
Mstep: Class 9 contains 23655 members 
Mstep: Class 10 contains 3347 members 
Mstep: Class 11 contains 9997 members 
Mstep: Class 12 contains 24970 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 31050 members 
Mstep: Class 15 contains 220423 members 
Mstep: Class 16 contains 305289 members 
Mstep: Class 17 contains 19634 members 
Mstep: Class 18 contains 218529 members 
Mstep: Class 19 contains 100983 members 
Mstep: Class 20 contains 11312 members 
Mstep: Class 21 contains 225473 members 
Mstep: Class 22 contains 35553 members 
Mstep: Class 23 contains 24181 members 
Mstep: Class 24 contains 5594 members 
Mstep: Class 25 contains 22667 members 
Mstep: Class 26 contains 11451 members 
Mstep: Class 27 contains 13460 members 
Mstep: Class 28 contains 13579 members 
Mstep: Class 29 contains 10613 members 
Mstep: Class 30 contains 5140 members 
Mstep: Class 31 contains 8891 members 
Mstep: Class 32 contains 14733 members 
Mstep: Class 33 contains 4989 members 
Mstep: Class 34 contains 5899 members 
Mstep: Class 35 contains 3138 members 
Mstep: Class 36 contains 12378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157694528.000000 Penalty: 127934.179688
Iteration 96Q: 37 clusters Score -1.576945e+08 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 9038 members 
Mstep: Class 3 contains 14065 members 
Mstep: Class 4 contains 9021 members 
Mstep: Class 5 contains 21857 members 
Mstep: Class 6 contains 141773 members 
Mstep: Class 7 contains 64506 members 
Mstep: Class 8 contains 10011 members 
Mstep: Class 9 contains 23341 members 
Mstep: Class 10 contains 3348 members 
Mstep: Class 11 contains 10001 members 
Mstep: Class 12 contains 24990 members 
Mstep: Class 13 contains 4476 members 
Mstep: Class 14 contains 31048 members 
Mstep: Class 15 contains 220335 members 
Mstep: Class 16 contains 305255 members 
Mstep: Class 17 contains 19921 members 
Mstep: Class 18 contains 220220 members 
Mstep: Class 19 contains 100970 members 
Mstep: Class 20 contains 11358 members 
Mstep: Class 21 contains 225448 members 
Mstep: Class 22 contains 35688 members 
Mstep: Class 23 contains 23766 members 
Mstep: Class 24 contains 5593 members 
Mstep: Class 25 contains 22653 members 
Mstep: Class 26 contains 11509 members 
Mstep: Class 27 contains 13463 members 
Mstep: Class 28 contains 13545 members 
Mstep: Class 29 contains 10615 members 
Mstep: Class 30 contains 5138 members 
Mstep: Class 31 contains 8855 members 
Mstep: Class 32 contains 14735 members 
Mstep: Class 33 contains 4954 members 
Mstep: Class 34 contains 5909 members 
Mstep: Class 35 contains 3148 members 
Mstep: Class 36 contains 12293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157695328.000000 Penalty: 127934.179688
Iteration 97Q: 37 clusters Score -1.576953e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 9046 members 
Mstep: Class 3 contains 14063 members 
Mstep: Class 4 contains 8981 members 
Mstep: Class 5 contains 21922 members 
Mstep: Class 6 contains 141773 members 
Mstep: Class 7 contains 64514 members 
Mstep: Class 8 contains 10026 members 
Mstep: Class 9 contains 23085 members 
Mstep: Class 10 contains 3346 members 
Mstep: Class 11 contains 9997 members 
Mstep: Class 12 contains 25010 members 
Mstep: Class 13 contains 3612 members 
Mstep: Class 14 contains 31042 members 
Mstep: Class 15 contains 220256 members 
Mstep: Class 16 contains 305233 members 
Mstep: Class 17 contains 20194 members 
Mstep: Class 18 contains 221443 members 
Mstep: Class 19 contains 100964 members 
Mstep: Class 20 contains 11406 members 
Mstep: Class 21 contains 225418 members 
Mstep: Class 22 contains 35823 members 
Mstep: Class 23 contains 23358 members 
Mstep: Class 24 contains 5604 members 
Mstep: Class 25 contains 22643 members 
Mstep: Class 26 contains 11565 members 
Mstep: Class 27 contains 13468 members 
Mstep: Class 28 contains 13524 members 
Mstep: Class 29 contains 10629 members 
Mstep: Class 30 contains 5138 members 
Mstep: Class 31 contains 8834 members 
Mstep: Class 32 contains 14746 members 
Mstep: Class 33 contains 4923 members 
Mstep: Class 34 contains 5911 members 
Mstep: Class 35 contains 3153 members 
Mstep: Class 36 contains 12206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696224.000000 Penalty: 127934.179688
Iteration 98Q: 37 clusters Score -1.576962e+08 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 9049 members 
Mstep: Class 3 contains 14061 members 
Mstep: Class 4 contains 8943 members 
Mstep: Class 5 contains 21986 members 
Mstep: Class 6 contains 141781 members 
Mstep: Class 7 contains 64527 members 
Mstep: Class 8 contains 10052 members 
Mstep: Class 9 contains 22866 members 
Mstep: Class 10 contains 3345 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 12 contains 25034 members 
Mstep: Class 13 contains 3089 members 
Mstep: Class 14 contains 31045 members 
Mstep: Class 15 contains 220176 members 
Mstep: Class 16 contains 305209 members 
Mstep: Class 17 contains 20484 members 
Mstep: Class 18 contains 222287 members 
Mstep: Class 19 contains 100954 members 
Mstep: Class 20 contains 11453 members 
Mstep: Class 21 contains 225382 members 
Mstep: Class 22 contains 35960 members 
Mstep: Class 23 contains 22899 members 
Mstep: Class 24 contains 5603 members 
Mstep: Class 25 contains 22650 members 
Mstep: Class 26 contains 11602 members 
Mstep: Class 27 contains 13474 members 
Mstep: Class 28 contains 13499 members 
Mstep: Class 29 contains 10651 members 
Mstep: Class 30 contains 5137 members 
Mstep: Class 31 contains 8798 members 
Mstep: Class 32 contains 14761 members 
Mstep: Class 33 contains 4888 members 
Mstep: Class 34 contains 5919 members 
Mstep: Class 35 contains 3157 members 
Mstep: Class 36 contains 12146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157696928.000000 Penalty: 127934.179688
Iteration 99Q: 37 clusters Score -1.576969e+08 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 9059 members 
Mstep: Class 3 contains 14056 members 
Mstep: Class 4 contains 8917 members 
Mstep: Class 5 contains 22035 members 
Mstep: Class 6 contains 141757 members 
Mstep: Class 7 contains 64529 members 
Mstep: Class 8 contains 10066 members 
Mstep: Class 9 contains 22689 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 9992 members 
Mstep: Class 12 contains 25047 members 
Mstep: Class 13 contains 2766 members 
Mstep: Class 14 contains 31051 members 
Mstep: Class 15 contains 220112 members 
Mstep: Class 16 contains 305193 members 
Mstep: Class 17 contains 20793 members 
Mstep: Class 18 contains 222901 members 
Mstep: Class 19 contains 100952 members 
Mstep: Class 20 contains 11486 members 
Mstep: Class 21 contains 225348 members 
Mstep: Class 22 contains 36085 members 
Mstep: Class 23 contains 22455 members 
Mstep: Class 24 contains 5611 members 
Mstep: Class 25 contains 22645 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 13481 members 
Mstep: Class 28 contains 13476 members 
Mstep: Class 29 contains 10681 members 
Mstep: Class 30 contains 5134 members 
Mstep: Class 31 contains 8760 members 
Mstep: Class 32 contains 14782 members 
Mstep: Class 33 contains 4853 members 
Mstep: Class 34 contains 5931 members 
Mstep: Class 35 contains 3153 members 
Mstep: Class 36 contains 12091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157697376.000000 Penalty: 127934.179688
Iteration 100F: 37 clusters Score -1.576974e+08 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9071 members 
Mstep: Class 3 contains 14050 members 
Mstep: Class 4 contains 8887 members 
Mstep: Class 5 contains 22062 members 
Mstep: Class 6 contains 141746 members 
Mstep: Class 7 contains 64525 members 
Mstep: Class 8 contains 10110 members 
Mstep: Class 9 contains 22449 members 
Mstep: Class 10 contains 3345 members 
Mstep: Class 11 contains 9989 members 
Mstep: Class 12 contains 25036 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 31027 members 
Mstep: Class 15 contains 220042 members 
Mstep: Class 16 contains 305177 members 
Mstep: Class 17 contains 21181 members 
Mstep: Class 18 contains 223349 members 
Mstep: Class 19 contains 100941 members 
Mstep: Class 20 contains 11515 members 
Mstep: Class 21 contains 225311 members 
Mstep: Class 22 contains 36216 members 
Mstep: Class 23 contains 21955 members 
Mstep: Class 24 contains 5602 members 
Mstep: Class 25 contains 22579 members 
Mstep: Class 26 contains 11659 members 
Mstep: Class 27 contains 13488 members 
Mstep: Class 28 contains 13460 members 
Mstep: Class 29 contains 10715 members 
Mstep: Class 30 contains 5133 members 
Mstep: Class 31 contains 8730 members 
Mstep: Class 32 contains 14800 members 
Mstep: Class 33 contains 4817 members 
Mstep: Class 34 contains 5928 members 
Mstep: Class 35 contains 3246 members 
Mstep: Class 36 contains 12019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698256.000000 Penalty: 127934.179688
Iteration 101Q: 37 clusters Score -1.576983e+08 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9081 members 
Mstep: Class 3 contains 14048 members 
Mstep: Class 4 contains 8861 members 
Mstep: Class 5 contains 22094 members 
Mstep: Class 6 contains 141744 members 
Mstep: Class 7 contains 64523 members 
Mstep: Class 8 contains 10157 members 
Mstep: Class 9 contains 22250 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 9994 members 
Mstep: Class 12 contains 25025 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 31016 members 
Mstep: Class 15 contains 219984 members 
Mstep: Class 16 contains 305126 members 
Mstep: Class 17 contains 21584 members 
Mstep: Class 18 contains 223700 members 
Mstep: Class 19 contains 100927 members 
Mstep: Class 20 contains 11541 members 
Mstep: Class 21 contains 225273 members 
Mstep: Class 22 contains 36349 members 
Mstep: Class 23 contains 21432 members 
Mstep: Class 24 contains 5603 members 
Mstep: Class 25 contains 22540 members 
Mstep: Class 26 contains 11690 members 
Mstep: Class 27 contains 13492 members 
Mstep: Class 28 contains 13432 members 
Mstep: Class 29 contains 10742 members 
Mstep: Class 30 contains 5132 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 14815 members 
Mstep: Class 33 contains 4785 members 
Mstep: Class 34 contains 5940 members 
Mstep: Class 35 contains 3325 members 
Mstep: Class 36 contains 11951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698320.000000 Penalty: 127934.179688
Iteration 102Q: 37 clusters Score -1.576983e+08 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 9091 members 
Mstep: Class 3 contains 14037 members 
Mstep: Class 4 contains 8847 members 
Mstep: Class 5 contains 22129 members 
Mstep: Class 6 contains 141745 members 
Mstep: Class 7 contains 64522 members 
Mstep: Class 8 contains 10189 members 
Mstep: Class 9 contains 22082 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 10005 members 
Mstep: Class 12 contains 25012 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 30986 members 
Mstep: Class 15 contains 219926 members 
Mstep: Class 16 contains 305103 members 
Mstep: Class 17 contains 22005 members 
Mstep: Class 18 contains 223986 members 
Mstep: Class 19 contains 100913 members 
Mstep: Class 20 contains 11562 members 
Mstep: Class 21 contains 225240 members 
Mstep: Class 22 contains 36478 members 
Mstep: Class 23 contains 20895 members 
Mstep: Class 24 contains 5600 members 
Mstep: Class 25 contains 22526 members 
Mstep: Class 26 contains 11720 members 
Mstep: Class 27 contains 13495 members 
Mstep: Class 28 contains 13398 members 
Mstep: Class 29 contains 10772 members 
Mstep: Class 30 contains 5134 members 
Mstep: Class 31 contains 8686 members 
Mstep: Class 32 contains 14837 members 
Mstep: Class 33 contains 4763 members 
Mstep: Class 34 contains 5949 members 
Mstep: Class 35 contains 3395 members 
Mstep: Class 36 contains 11867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698672.000000 Penalty: 127934.179688
Iteration 103Q: 37 clusters Score -1.576987e+08 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9098 members 
Mstep: Class 3 contains 14025 members 
Mstep: Class 4 contains 8826 members 
Mstep: Class 5 contains 22177 members 
Mstep: Class 6 contains 141739 members 
Mstep: Class 7 contains 64531 members 
Mstep: Class 8 contains 10209 members 
Mstep: Class 9 contains 21946 members 
Mstep: Class 10 contains 3345 members 
Mstep: Class 11 contains 10013 members 
Mstep: Class 12 contains 25002 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 14 contains 30925 members 
Mstep: Class 15 contains 219885 members 
Mstep: Class 16 contains 305064 members 
Mstep: Class 17 contains 22423 members 
Mstep: Class 18 contains 224203 members 
Mstep: Class 19 contains 100908 members 
Mstep: Class 20 contains 11589 members 
Mstep: Class 21 contains 225190 members 
Mstep: Class 22 contains 36590 members 
Mstep: Class 23 contains 20386 members 
Mstep: Class 24 contains 5594 members 
Mstep: Class 25 contains 22506 members 
Mstep: Class 26 contains 11734 members 
Mstep: Class 27 contains 13499 members 
Mstep: Class 28 contains 13379 members 
Mstep: Class 29 contains 10809 members 
Mstep: Class 30 contains 5133 members 
Mstep: Class 31 contains 8671 members 
Mstep: Class 32 contains 14861 members 
Mstep: Class 33 contains 4747 members 
Mstep: Class 34 contains 5953 members 
Mstep: Class 35 contains 3486 members 
Mstep: Class 36 contains 11786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157698800.000000 Penalty: 127934.179688
Iteration 104Q: 37 clusters Score -1.576988e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 9100 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 8806 members 
Mstep: Class 5 contains 22198 members 
Mstep: Class 6 contains 141722 members 
Mstep: Class 7 contains 64537 members 
Mstep: Class 8 contains 10231 members 
Mstep: Class 9 contains 21838 members 
Mstep: Class 10 contains 3346 members 
Mstep: Class 11 contains 10015 members 
Mstep: Class 12 contains 24992 members 
Mstep: Class 13 contains 2602 members 
Mstep: Class 14 contains 30844 members 
Mstep: Class 15 contains 219823 members 
Mstep: Class 16 contains 305037 members 
Mstep: Class 17 contains 22865 members 
Mstep: Class 18 contains 224367 members 
Mstep: Class 19 contains 100905 members 
Mstep: Class 20 contains 11617 members 
Mstep: Class 21 contains 225150 members 
Mstep: Class 22 contains 36716 members 
Mstep: Class 23 contains 19874 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 22497 members 
Mstep: Class 26 contains 11757 members 
Mstep: Class 27 contains 13503 members 
Mstep: Class 28 contains 13357 members 
Mstep: Class 29 contains 10831 members 
Mstep: Class 30 contains 5134 members 
Mstep: Class 31 contains 8659 members 
Mstep: Class 32 contains 14885 members 
Mstep: Class 33 contains 4737 members 
Mstep: Class 34 contains 5965 members 
Mstep: Class 35 contains 3603 members 
Mstep: Class 36 contains 11710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699648.000000 Penalty: 127934.179688
Iteration 105Q: 37 clusters Score -1.576996e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 9110 members 
Mstep: Class 3 contains 14021 members 
Mstep: Class 4 contains 8782 members 
Mstep: Class 5 contains 22226 members 
Mstep: Class 6 contains 141687 members 
Mstep: Class 7 contains 64545 members 
Mstep: Class 8 contains 10223 members 
Mstep: Class 9 contains 21759 members 
Mstep: Class 10 contains 3348 members 
Mstep: Class 11 contains 10019 members 
Mstep: Class 12 contains 24982 members 
Mstep: Class 13 contains 2610 members 
Mstep: Class 14 contains 30800 members 
Mstep: Class 15 contains 219776 members 
Mstep: Class 16 contains 305009 members 
Mstep: Class 17 contains 23298 members 
Mstep: Class 18 contains 224502 members 
Mstep: Class 19 contains 100892 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 225091 members 
Mstep: Class 22 contains 36821 members 
Mstep: Class 23 contains 19395 members 
Mstep: Class 24 contains 5588 members 
Mstep: Class 25 contains 22499 members 
Mstep: Class 26 contains 11759 members 
Mstep: Class 27 contains 13507 members 
Mstep: Class 28 contains 13334 members 
Mstep: Class 29 contains 10848 members 
Mstep: Class 30 contains 5134 members 
Mstep: Class 31 contains 8643 members 
Mstep: Class 32 contains 14905 members 
Mstep: Class 33 contains 4732 members 
Mstep: Class 34 contains 5976 members 
Mstep: Class 35 contains 3717 members 
Mstep: Class 36 contains 11643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157699744.000000 Penalty: 127934.179688
Iteration 106Q: 37 clusters Score -1.576997e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 9121 members 
Mstep: Class 3 contains 14025 members 
Mstep: Class 4 contains 8768 members 
Mstep: Class 5 contains 22244 members 
Mstep: Class 6 contains 141657 members 
Mstep: Class 7 contains 64565 members 
Mstep: Class 8 contains 10209 members 
Mstep: Class 9 contains 21679 members 
Mstep: Class 10 contains 3350 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 24946 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 30744 members 
Mstep: Class 15 contains 219729 members 
Mstep: Class 16 contains 304994 members 
Mstep: Class 17 contains 23680 members 
Mstep: Class 18 contains 224620 members 
Mstep: Class 19 contains 100876 members 
Mstep: Class 20 contains 11664 members 
Mstep: Class 21 contains 225058 members 
Mstep: Class 22 contains 36927 members 
Mstep: Class 23 contains 18955 members 
Mstep: Class 24 contains 5589 members 
Mstep: Class 25 contains 22504 members 
Mstep: Class 26 contains 11767 members 
Mstep: Class 27 contains 13508 members 
Mstep: Class 28 contains 13313 members 
Mstep: Class 29 contains 10861 members 
Mstep: Class 30 contains 5136 members 
Mstep: Class 31 contains 8629 members 
Mstep: Class 32 contains 14928 members 
Mstep: Class 33 contains 4719 members 
Mstep: Class 34 contains 5987 members 
Mstep: Class 35 contains 3833 members 
Mstep: Class 36 contains 11584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700416.000000 Penalty: 127934.179688
Iteration 107Q: 37 clusters Score -1.577004e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 9128 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 8753 members 
Mstep: Class 5 contains 22257 members 
Mstep: Class 6 contains 141621 members 
Mstep: Class 7 contains 64574 members 
Mstep: Class 8 contains 10208 members 
Mstep: Class 9 contains 21625 members 
Mstep: Class 10 contains 3353 members 
Mstep: Class 11 contains 10044 members 
Mstep: Class 12 contains 24902 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 30695 members 
Mstep: Class 15 contains 219687 members 
Mstep: Class 16 contains 304967 members 
Mstep: Class 17 contains 24017 members 
Mstep: Class 18 contains 224712 members 
Mstep: Class 19 contains 100869 members 
Mstep: Class 20 contains 11689 members 
Mstep: Class 21 contains 225048 members 
Mstep: Class 22 contains 37015 members 
Mstep: Class 23 contains 18544 members 
Mstep: Class 24 contains 5592 members 
Mstep: Class 25 contains 22505 members 
Mstep: Class 26 contains 11765 members 
Mstep: Class 27 contains 13509 members 
Mstep: Class 28 contains 13290 members 
Mstep: Class 29 contains 10881 members 
Mstep: Class 30 contains 5138 members 
Mstep: Class 31 contains 8620 members 
Mstep: Class 32 contains 14947 members 
Mstep: Class 33 contains 4708 members 
Mstep: Class 34 contains 5994 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 11543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700592.000000 Penalty: 127934.179688
Iteration 108Q: 37 clusters Score -1.577006e+08 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 14028 members 
Mstep: Class 4 contains 8750 members 
Mstep: Class 5 contains 22272 members 
Mstep: Class 6 contains 141577 members 
Mstep: Class 7 contains 64580 members 
Mstep: Class 8 contains 10204 members 
Mstep: Class 9 contains 21568 members 
Mstep: Class 10 contains 3355 members 
Mstep: Class 11 contains 10056 members 
Mstep: Class 12 contains 24852 members 
Mstep: Class 13 contains 2649 members 
Mstep: Class 14 contains 30622 members 
Mstep: Class 15 contains 219645 members 
Mstep: Class 16 contains 304953 members 
Mstep: Class 17 contains 24323 members 
Mstep: Class 18 contains 224783 members 
Mstep: Class 19 contains 100866 members 
Mstep: Class 20 contains 11710 members 
Mstep: Class 21 contains 225030 members 
Mstep: Class 22 contains 37092 members 
Mstep: Class 23 contains 18229 members 
Mstep: Class 24 contains 5598 members 
Mstep: Class 25 contains 22494 members 
Mstep: Class 26 contains 11764 members 
Mstep: Class 27 contains 13511 members 
Mstep: Class 28 contains 13250 members 
Mstep: Class 29 contains 10903 members 
Mstep: Class 30 contains 5140 members 
Mstep: Class 31 contains 8617 members 
Mstep: Class 32 contains 14959 members 
Mstep: Class 33 contains 4698 members 
Mstep: Class 34 contains 6011 members 
Mstep: Class 35 contains 4086 members 
Mstep: Class 36 contains 11507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700896.000000 Penalty: 127934.179688
Iteration 109Q: 37 clusters Score -1.577009e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9145 members 
Mstep: Class 3 contains 14027 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22288 members 
Mstep: Class 6 contains 141521 members 
Mstep: Class 7 contains 64595 members 
Mstep: Class 8 contains 10199 members 
Mstep: Class 9 contains 21514 members 
Mstep: Class 10 contains 3355 members 
Mstep: Class 11 contains 10063 members 
Mstep: Class 12 contains 24812 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 30554 members 
Mstep: Class 15 contains 219603 members 
Mstep: Class 16 contains 304936 members 
Mstep: Class 17 contains 24618 members 
Mstep: Class 18 contains 224847 members 
Mstep: Class 19 contains 100867 members 
Mstep: Class 20 contains 11745 members 
Mstep: Class 21 contains 225028 members 
Mstep: Class 22 contains 37163 members 
Mstep: Class 23 contains 17921 members 
Mstep: Class 24 contains 5605 members 
Mstep: Class 25 contains 22505 members 
Mstep: Class 26 contains 11764 members 
Mstep: Class 27 contains 13511 members 
Mstep: Class 28 contains 13206 members 
Mstep: Class 29 contains 10916 members 
Mstep: Class 30 contains 5141 members 
Mstep: Class 31 contains 8614 members 
Mstep: Class 32 contains 14978 members 
Mstep: Class 33 contains 4695 members 
Mstep: Class 34 contains 6019 members 
Mstep: Class 35 contains 4189 members 
Mstep: Class 36 contains 11470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157700912.000000 Penalty: 127934.179688
Iteration 110Q: 37 clusters Score -1.577009e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 9153 members 
Mstep: Class 3 contains 14030 members 
Mstep: Class 4 contains 8744 members 
Mstep: Class 5 contains 22317 members 
Mstep: Class 6 contains 141470 members 
Mstep: Class 7 contains 64615 members 
Mstep: Class 8 contains 10175 members 
Mstep: Class 9 contains 21465 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 10068 members 
Mstep: Class 12 contains 24762 members 
Mstep: Class 13 contains 2660 members 
Mstep: Class 14 contains 30485 members 
Mstep: Class 15 contains 219557 members 
Mstep: Class 16 contains 304951 members 
Mstep: Class 17 contains 24877 members 
Mstep: Class 18 contains 224897 members 
Mstep: Class 19 contains 100864 members 
Mstep: Class 20 contains 11773 members 
Mstep: Class 21 contains 225022 members 
Mstep: Class 22 contains 37228 members 
Mstep: Class 23 contains 17645 members 
Mstep: Class 24 contains 5606 members 
Mstep: Class 25 contains 22542 members 
Mstep: Class 26 contains 11767 members 
Mstep: Class 27 contains 13516 members 
Mstep: Class 28 contains 13158 members 
Mstep: Class 29 contains 10926 members 
Mstep: Class 30 contains 5143 members 
Mstep: Class 31 contains 8613 members 
Mstep: Class 32 contains 14987 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 6023 members 
Mstep: Class 35 contains 4293 members 
Mstep: Class 36 contains 11436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701248.000000 Penalty: 127934.179688
Iteration 111Q: 37 clusters Score -1.577012e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 14032 members 
Mstep: Class 4 contains 8741 members 
Mstep: Class 5 contains 22342 members 
Mstep: Class 6 contains 141405 members 
Mstep: Class 7 contains 64633 members 
Mstep: Class 8 contains 10162 members 
Mstep: Class 9 contains 21436 members 
Mstep: Class 10 contains 3360 members 
Mstep: Class 11 contains 10083 members 
Mstep: Class 12 contains 24731 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 14 contains 30412 members 
Mstep: Class 15 contains 219512 members 
Mstep: Class 16 contains 304963 members 
Mstep: Class 17 contains 25109 members 
Mstep: Class 18 contains 224940 members 
Mstep: Class 19 contains 100861 members 
Mstep: Class 20 contains 11805 members 
Mstep: Class 21 contains 225032 members 
Mstep: Class 22 contains 37291 members 
Mstep: Class 23 contains 17373 members 
Mstep: Class 24 contains 5602 members 
Mstep: Class 25 contains 22574 members 
Mstep: Class 26 contains 11767 members 
Mstep: Class 27 contains 13521 members 
Mstep: Class 28 contains 13112 members 
Mstep: Class 29 contains 10949 members 
Mstep: Class 30 contains 5146 members 
Mstep: Class 31 contains 8614 members 
Mstep: Class 32 contains 14995 members 
Mstep: Class 33 contains 4697 members 
Mstep: Class 34 contains 6025 members 
Mstep: Class 35 contains 4383 members 
Mstep: Class 36 contains 11400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701392.000000 Penalty: 127934.179688
Iteration 112Q: 37 clusters Score -1.577014e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 14024 members 
Mstep: Class 4 contains 8736 members 
Mstep: Class 5 contains 22361 members 
Mstep: Class 6 contains 141346 members 
Mstep: Class 7 contains 64653 members 
Mstep: Class 8 contains 10151 members 
Mstep: Class 9 contains 21404 members 
Mstep: Class 10 contains 3363 members 
Mstep: Class 11 contains 10090 members 
Mstep: Class 12 contains 24703 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 30355 members 
Mstep: Class 15 contains 219481 members 
Mstep: Class 16 contains 304958 members 
Mstep: Class 17 contains 25315 members 
Mstep: Class 18 contains 224966 members 
Mstep: Class 19 contains 100858 members 
Mstep: Class 20 contains 11841 members 
Mstep: Class 21 contains 225038 members 
Mstep: Class 22 contains 37364 members 
Mstep: Class 23 contains 17130 members 
Mstep: Class 24 contains 5603 members 
Mstep: Class 25 contains 22577 members 
Mstep: Class 26 contains 11769 members 
Mstep: Class 27 contains 13521 members 
Mstep: Class 28 contains 13063 members 
Mstep: Class 29 contains 10966 members 
Mstep: Class 30 contains 5147 members 
Mstep: Class 31 contains 8613 members 
Mstep: Class 32 contains 15013 members 
Mstep: Class 33 contains 4693 members 
Mstep: Class 34 contains 6031 members 
Mstep: Class 35 contains 4483 members 
Mstep: Class 36 contains 11361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701392.000000 Penalty: 127934.179688
Iteration 113Q: 37 clusters Score -1.577014e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9168 members 
Mstep: Class 3 contains 14021 members 
Mstep: Class 4 contains 8733 members 
Mstep: Class 5 contains 22383 members 
Mstep: Class 6 contains 141288 members 
Mstep: Class 7 contains 64664 members 
Mstep: Class 8 contains 10146 members 
Mstep: Class 9 contains 21373 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 10094 members 
Mstep: Class 12 contains 24681 members 
Mstep: Class 13 contains 2668 members 
Mstep: Class 14 contains 30299 members 
Mstep: Class 15 contains 219445 members 
Mstep: Class 16 contains 304972 members 
Mstep: Class 17 contains 25496 members 
Mstep: Class 18 contains 225004 members 
Mstep: Class 19 contains 100861 members 
Mstep: Class 20 contains 11870 members 
Mstep: Class 21 contains 225064 members 
Mstep: Class 22 contains 37390 members 
Mstep: Class 23 contains 16925 members 
Mstep: Class 24 contains 5603 members 
Mstep: Class 25 contains 22589 members 
Mstep: Class 26 contains 11766 members 
Mstep: Class 27 contains 13524 members 
Mstep: Class 28 contains 13005 members 
Mstep: Class 29 contains 10987 members 
Mstep: Class 30 contains 5148 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 15029 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 6045 members 
Mstep: Class 35 contains 4566 members 
Mstep: Class 36 contains 11331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701328.000000 Penalty: 127934.179688
Iteration 114Q: 37 clusters Score -1.577013e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 9176 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 8735 members 
Mstep: Class 5 contains 22391 members 
Mstep: Class 6 contains 141227 members 
Mstep: Class 7 contains 64675 members 
Mstep: Class 8 contains 10162 members 
Mstep: Class 9 contains 21343 members 
Mstep: Class 10 contains 3364 members 
Mstep: Class 11 contains 10105 members 
Mstep: Class 12 contains 24664 members 
Mstep: Class 13 contains 2669 members 
Mstep: Class 14 contains 30257 members 
Mstep: Class 15 contains 219386 members 
Mstep: Class 16 contains 304958 members 
Mstep: Class 17 contains 25695 members 
Mstep: Class 18 contains 225038 members 
Mstep: Class 19 contains 100858 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 225060 members 
Mstep: Class 22 contains 37416 members 
Mstep: Class 23 contains 16758 members 
Mstep: Class 24 contains 5605 members 
Mstep: Class 25 contains 22603 members 
Mstep: Class 26 contains 11763 members 
Mstep: Class 27 contains 13524 members 
Mstep: Class 28 contains 12943 members 
Mstep: Class 29 contains 11006 members 
Mstep: Class 30 contains 5148 members 
Mstep: Class 31 contains 8610 members 
Mstep: Class 32 contains 15041 members 
Mstep: Class 33 contains 4693 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 4646 members 
Mstep: Class 36 contains 11299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701552.000000 Penalty: 127934.179688
Iteration 115Q: 37 clusters Score -1.577016e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9182 members 
Mstep: Class 3 contains 14012 members 
Mstep: Class 4 contains 8734 members 
Mstep: Class 5 contains 22402 members 
Mstep: Class 6 contains 141176 members 
Mstep: Class 7 contains 64688 members 
Mstep: Class 8 contains 10174 members 
Mstep: Class 9 contains 21316 members 
Mstep: Class 10 contains 3366 members 
Mstep: Class 11 contains 10111 members 
Mstep: Class 12 contains 24660 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 30204 members 
Mstep: Class 15 contains 219333 members 
Mstep: Class 16 contains 304969 members 
Mstep: Class 17 contains 25885 members 
Mstep: Class 18 contains 225071 members 
Mstep: Class 19 contains 100862 members 
Mstep: Class 20 contains 11949 members 
Mstep: Class 21 contains 225057 members 
Mstep: Class 22 contains 37446 members 
Mstep: Class 23 contains 16580 members 
Mstep: Class 24 contains 5607 members 
Mstep: Class 25 contains 22610 members 
Mstep: Class 26 contains 11763 members 
Mstep: Class 27 contains 13521 members 
Mstep: Class 28 contains 12884 members 
Mstep: Class 29 contains 11024 members 
Mstep: Class 30 contains 5150 members 
Mstep: Class 31 contains 8610 members 
Mstep: Class 32 contains 15049 members 
Mstep: Class 33 contains 4697 members 
Mstep: Class 34 contains 6072 members 
Mstep: Class 35 contains 4703 members 
Mstep: Class 36 contains 11264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701408.000000 Penalty: 127934.179688
Iteration 116Q: 37 clusters Score -1.577014e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9190 members 
Mstep: Class 3 contains 14005 members 
Mstep: Class 4 contains 8736 members 
Mstep: Class 5 contains 22414 members 
Mstep: Class 6 contains 141117 members 
Mstep: Class 7 contains 64698 members 
Mstep: Class 8 contains 10195 members 
Mstep: Class 9 contains 21288 members 
Mstep: Class 10 contains 3370 members 
Mstep: Class 11 contains 10131 members 
Mstep: Class 12 contains 24649 members 
Mstep: Class 13 contains 2669 members 
Mstep: Class 14 contains 30160 members 
Mstep: Class 15 contains 219302 members 
Mstep: Class 16 contains 304972 members 
Mstep: Class 17 contains 26030 members 
Mstep: Class 18 contains 225097 members 
Mstep: Class 19 contains 100870 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 225076 members 
Mstep: Class 22 contains 37477 members 
Mstep: Class 23 contains 16450 members 
Mstep: Class 24 contains 5606 members 
Mstep: Class 25 contains 22617 members 
Mstep: Class 26 contains 11767 members 
Mstep: Class 27 contains 13520 members 
Mstep: Class 28 contains 12799 members 
Mstep: Class 29 contains 11030 members 
Mstep: Class 30 contains 5152 members 
Mstep: Class 31 contains 8610 members 
Mstep: Class 32 contains 15054 members 
Mstep: Class 33 contains 4697 members 
Mstep: Class 34 contains 6064 members 
Mstep: Class 35 contains 4753 members 
Mstep: Class 36 contains 11235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157701488.000000 Penalty: 127934.179688
Iteration 117Q: 37 clusters Score -1.577015e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 9197 members 
Mstep: Class 3 contains 14001 members 
Mstep: Class 4 contains 8740 members 
Mstep: Class 5 contains 22424 members 
Mstep: Class 6 contains 141048 members 
Mstep: Class 7 contains 64699 members 
Mstep: Class 8 contains 10233 members 
Mstep: Class 9 contains 21275 members 
Mstep: Class 10 contains 3370 members 
Mstep: Class 11 contains 10142 members 
Mstep: Class 12 contains 24632 members 
Mstep: Class 13 contains 2670 members 
Mstep: Class 14 contains 30134 members 
Mstep: Class 15 contains 219257 members 
Mstep: Class 16 contains 304966 members 
Mstep: Class 17 contains 26147 members 
Mstep: Class 18 contains 225111 members 
Mstep: Class 19 contains 100875 members 
Mstep: Class 20 contains 12040 members 
Mstep: Class 21 contains 225085 members 
Mstep: Class 22 contains 37513 members 
Mstep: Class 23 contains 16332 members 
Mstep: Class 24 contains 5603 members 
Mstep: Class 25 contains 22632 members 
Mstep: Class 26 contains 11759 members 
Mstep: Class 27 contains 13519 members 
Mstep: Class 28 contains 12729 members 
Mstep: Class 29 contains 11045 members 
Mstep: Class 30 contains 5157 members 
Mstep: Class 31 contains 8610 members 
Mstep: Class 32 contains 15059 members 
Mstep: Class 33 contains 4698 members 
Mstep: Class 34 contains 6064 members 
Mstep: Class 35 contains 4806 members 
Mstep: Class 36 contains 11209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157702096.000000 Penalty: 127934.179688
Iteration 118Q: 37 clusters Score -1.577021e+08 nChanged 1033
Entering ConstructFrom: 
Score: -157702096.000000 Penalty: 127934.179688
Entering ConstructFrom: 
Trying to split cluster 1 (9236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Entering Unmasked Estep 
Score: -852487.437500 Penalty: 2264.454346
	Iteration 0F: 2 clusters Score -852487.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -845376.000000 Penalty: 4528.908691
	Iteration 0F: 3 clusters Score -845376 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -847311.750000 Penalty: 4528.908691
	Iteration 1F: 3 clusters Score -847311.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -847670.125000 Penalty: 4528.908691
	Iteration 2F: 3 clusters Score -847670.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -847999.375000 Penalty: 4528.908691
	Iteration 3F: 3 clusters Score -847999.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -848327.937500 Penalty: 4528.908691
	Iteration 4F: 3 clusters Score -848327.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -848628.750000 Penalty: 4528.908691
	Iteration 5F: 3 clusters Score -848628.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -848946.437500 Penalty: 4528.908691
	Iteration 6F: 3 clusters Score -848946.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -849315.750000 Penalty: 4528.908691
	Iteration 7F: 3 clusters Score -849315.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -849666.375000 Penalty: 4528.908691
	Iteration 8F: 3 clusters Score -849666.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -850013.812500 Penalty: 4528.908691
	Iteration 9F: 3 clusters Score -850013.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -850336.937500 Penalty: 4528.908691
	Iteration 10Q: 3 clusters Score -850336.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -850594.000000 Penalty: 4528.908691
	Iteration 11Q: 3 clusters Score -850594 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -850743.125000 Penalty: 4528.908691
	Iteration 12Q: 3 clusters Score -850743.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -850850.125000 Penalty: 4528.908691
	Iteration 13Q: 3 clusters Score -850850.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -850932.500000 Penalty: 4528.908691
	Iteration 14Q: 3 clusters Score -850932.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -850981.062500 Penalty: 4528.908691
	Iteration 15Q: 3 clusters Score -850981.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -851016.750000 Penalty: 4528.908691
	Iteration 16Q: 3 clusters Score -851016.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -851044.437500 Penalty: 4528.908691
	Iteration 17Q: 3 clusters Score -851044.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -851063.812500 Penalty: 4528.908691
	Iteration 18Q: 3 clusters Score -851063.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -851082.250000 Penalty: 4528.908691
	Iteration 19Q: 3 clusters Score -851082.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -851096.312500 Penalty: 4528.908691
	Iteration 20F: 3 clusters Score -851096.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -851103.687500 Penalty: 4528.908691
	Iteration 21Q: 3 clusters Score -851103.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -851107.375000 Penalty: 4528.908691
	Iteration 22Q: 3 clusters Score -851107.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -851108.187500 Penalty: 4528.908691
	Iteration 23Q: 3 clusters Score -851108.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -851110.875000 Penalty: 4528.908691
	Iteration 24Q: 3 clusters Score -851110.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -851117.250000 Penalty: 4528.908691
	Iteration 25Q: 3 clusters Score -851117.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -851119.812500 Penalty: 4528.908691
	Iteration 26Q: 3 clusters Score -851119.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -851121.750000 Penalty: 4528.908691
	Iteration 27Q: 3 clusters Score -851121.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -851124.437500 Penalty: 4528.908691
	Iteration 28Q: 3 clusters Score -851124.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -851124.187500 Penalty: 4528.908691
	Iteration 29Q: 3 clusters Score -851124.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -851126.937500 Penalty: 4528.908691
	Iteration 30Q: 3 clusters Score -851126.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -851130.000000 Penalty: 4528.908691
	Iteration 31Q: 3 clusters Score -851130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -851130.062500 Penalty: 4528.908691
	Iteration 32Q: 3 clusters Score -851130.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -851130.062500 Penalty: 4528.908691
	Iteration 33F: 3 clusters Score -851130.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Entering Unmasked Estep 
Score: -849622.500000 Penalty: 2263.431885
	Iteration 0F: 2 clusters Score -849622.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -842431.812500 Penalty: 4526.863770
	Iteration 0F: 3 clusters Score -842431.8 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -844489.000000 Penalty: 4526.863770
	Iteration 1F: 3 clusters Score -844489 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -844776.187500 Penalty: 4526.863770
	Iteration 2F: 3 clusters Score -844776.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -844957.937500 Penalty: 4526.863770
	Iteration 3F: 3 clusters Score -844957.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -845086.937500 Penalty: 4526.863770
	Iteration 4Q: 3 clusters Score -845086.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -845179.875000 Penalty: 4526.863770
	Iteration 5Q: 3 clusters Score -845179.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -845282.500000 Penalty: 4526.863770
	Iteration 6Q: 3 clusters Score -845282.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -845381.000000 Penalty: 4526.863770
	Iteration 7Q: 3 clusters Score -845381 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -845486.375000 Penalty: 4526.863770
	Iteration 8Q: 3 clusters Score -845486.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -845591.125000 Penalty: 4526.863770
	Iteration 9Q: 3 clusters Score -845591.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -845729.062500 Penalty: 4526.863770
	Iteration 10Q: 3 clusters Score -845729.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -845912.187500 Penalty: 4526.863770
	Iteration 11Q: 3 clusters Score -845912.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -846170.937500 Penalty: 4526.863770
	Iteration 12Q: 3 clusters Score -846170.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -846495.187500 Penalty: 4526.863770
	Iteration 13Q: 3 clusters Score -846495.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -846838.937500 Penalty: 4526.863770
	Iteration 14F: 3 clusters Score -846838.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -847140.750000 Penalty: 4526.863770
	Iteration 15Q: 3 clusters Score -847140.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -847385.562500 Penalty: 4526.863770
	Iteration 16Q: 3 clusters Score -847385.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -847572.062500 Penalty: 4526.863770
	Iteration 17Q: 3 clusters Score -847572.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -847706.562500 Penalty: 4526.863770
	Iteration 18Q: 3 clusters Score -847706.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -847809.187500 Penalty: 4526.863770
	Iteration 19Q: 3 clusters Score -847809.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -847879.937500 Penalty: 4526.863770
	Iteration 20F: 3 clusters Score -847879.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -847926.437500 Penalty: 4526.863770
	Iteration 21Q: 3 clusters Score -847926.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -847960.812500 Penalty: 4526.863770
	Iteration 22Q: 3 clusters Score -847960.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -847992.437500 Penalty: 4526.863770
	Iteration 23Q: 3 clusters Score -847992.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -848020.875000 Penalty: 4526.863770
	Iteration 24Q: 3 clusters Score -848020.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -848038.187500 Penalty: 4526.863770
	Iteration 25Q: 3 clusters Score -848038.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -848049.250000 Penalty: 4526.863770
	Iteration 26Q: 3 clusters Score -848049.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -848060.562500 Penalty: 4526.863770
	Iteration 27Q: 3 clusters Score -848060.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -848071.187500 Penalty: 4526.863770
	Iteration 28Q: 3 clusters Score -848071.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -848080.437500 Penalty: 4526.863770
	Iteration 29Q: 3 clusters Score -848080.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -848092.437500 Penalty: 4526.863770
	Iteration 30Q: 3 clusters Score -848092.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -848104.750000 Penalty: 4526.863770
	Iteration 31Q: 3 clusters Score -848104.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -848115.875000 Penalty: 4526.863770
	Iteration 32Q: 3 clusters Score -848115.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -848121.250000 Penalty: 4526.863770
	Iteration 33Q: 3 clusters Score -848121.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -848127.312500 Penalty: 4526.863770
	Iteration 34Q: 3 clusters Score -848127.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -848133.187500 Penalty: 4526.863770
	Iteration 35Q: 3 clusters Score -848133.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -848136.250000 Penalty: 4526.863770
	Iteration 36Q: 3 clusters Score -848136.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -848136.750000 Penalty: 4526.863770
	Iteration 37Q: 3 clusters Score -848136.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -848141.312500 Penalty: 4526.863770
	Iteration 38Q: 3 clusters Score -848141.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -848143.875000 Penalty: 4526.863770
	Iteration 39Q: 3 clusters Score -848143.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -848145.750000 Penalty: 4526.863770
	Iteration 40F: 3 clusters Score -848145.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -848144.937500 Penalty: 4526.863770
	Iteration 41Q: 3 clusters Score -848144.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -848148.125000 Penalty: 4526.863770
	Iteration 42Q: 3 clusters Score -848148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -848149.000000 Penalty: 4526.863770
	Iteration 43Q: 3 clusters Score -848149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -848149.000000 Penalty: 4526.863770
	Iteration 44F: 3 clusters Score -848149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Entering Unmasked Estep 
Score: -1286064.750000 Penalty: 2367.644775
	Iteration 0F: 2 clusters Score -1286065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1275797.875000 Penalty: 4735.289551
	Iteration 0F: 3 clusters Score -1275798 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1279060.000000 Penalty: 4735.289551
	Iteration 1F: 3 clusters Score -1279060 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1279419.250000 Penalty: 4735.289551
	Iteration 2F: 3 clusters Score -1279419 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1279718.500000 Penalty: 4735.289551
	Iteration 3F: 3 clusters Score -1279718 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1279983.875000 Penalty: 4735.289551
	Iteration 4Q: 3 clusters Score -1279984 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1280262.000000 Penalty: 4735.289551
	Iteration 5Q: 3 clusters Score -1280262 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1280619.625000 Penalty: 4735.289551
	Iteration 6Q: 3 clusters Score -1280620 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1281040.875000 Penalty: 4735.289551
	Iteration 7Q: 3 clusters Score -1281041 nChanged 710
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1281611.000000 Penalty: 4735.289551
	Iteration 8F: 3 clusters Score -1281611 nChanged 717
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1282251.375000 Penalty: 4735.289551
	Iteration 9F: 3 clusters Score -1282251 nChanged 635
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1282899 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1283373 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1283636.250000 Penalty: 4735.289551
	Iteration 12Q: 3 clusters Score -1283636 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1283785.625000 Penalty: 4735.289551
	Iteration 13Q: 3 clusters Score -1283786 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1283905.500000 Penalty: 4735.289551
	Iteration 14Q: 3 clusters Score -1283906 nChanged 206
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Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1283974 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1284022.750000 Penalty: 4735.289551
	Iteration 16Q: 3 clusters Score -1284023 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1284059.250000 Penalty: 4735.289551
	Iteration 17Q: 3 clusters Score -1284059 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1284087.125000 Penalty: 4735.289551
	Iteration 18Q: 3 clusters Score -1284087 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1284113.125000 Penalty: 4735.289551
	Iteration 19Q: 3 clusters Score -1284113 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1284121.500000 Penalty: 4735.289551
	Iteration 20F: 3 clusters Score -1284122 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1284135.375000 Penalty: 4735.289551
	Iteration 21Q: 3 clusters Score -1284135 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1284146.250000 Penalty: 4735.289551
	Iteration 22Q: 3 clusters Score -1284146 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1284162.500000 Penalty: 4735.289551
	Iteration 23Q: 3 clusters Score -1284162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1284170.250000 Penalty: 4735.289551
	Iteration 24Q: 3 clusters Score -1284170 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1284172.875000 Penalty: 4735.289551
	Iteration 25Q: 3 clusters Score -1284173 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1284178.000000 Penalty: 4735.289551
	Iteration 26Q: 3 clusters Score -1284178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1284181.125000 Penalty: 4735.289551
	Iteration 27Q: 3 clusters Score -1284181 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1284184.125000 Penalty: 4735.289551
	Iteration 28Q: 3 clusters Score -1284184 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1284187.000000 Penalty: 4735.289551
	Iteration 29Q: 3 clusters Score -1284187 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1284190.625000 Penalty: 4735.289551
	Iteration 30Q: 3 clusters Score -1284191 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1284194.125000 Penalty: 4735.289551
	Iteration 31Q: 3 clusters Score -1284194 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1284197.375000 Penalty: 4735.289551
	Iteration 32Q: 3 clusters Score -1284197 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1284199.750000 Penalty: 4735.289551
	Iteration 33Q: 3 clusters Score -1284200 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1284201.000000 Penalty: 4735.289551
	Iteration 34Q: 3 clusters Score -1284201 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1284201 nChanged 24
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Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1284210.250000 Penalty: 4735.289551
	Iteration 36Q: 3 clusters Score -1284210 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3292 members 
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Entering Unmasked Estep 
Score: -1284214.125000 Penalty: 4735.289551
	Iteration 37Q: 3 clusters Score -1284214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1284219.500000 Penalty: 4735.289551
	Iteration 38Q: 3 clusters Score -1284220 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1284222.250000 Penalty: 4735.289551
	Iteration 39Q: 3 clusters Score -1284222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1284225.625000 Penalty: 4735.289551
	Iteration 40F: 3 clusters Score -1284226 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1284226 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1284235.250000 Penalty: 4735.289551
	Iteration 42Q: 3 clusters Score -1284235 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1284242.375000 Penalty: 4735.289551
	Iteration 43Q: 3 clusters Score -1284242 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3300 members 
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Entering Unmasked Estep 
Score: -1284255.000000 Penalty: 4735.289551
	Iteration 44Q: 3 clusters Score -1284255 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1284270.875000 Penalty: 4735.289551
	Iteration 45Q: 3 clusters Score -1284271 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1284287.875000 Penalty: 4735.289551
	Iteration 46Q: 3 clusters Score -1284288 nChanged 48
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Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1284315.250000 Penalty: 4735.289551
	Iteration 47Q: 3 clusters Score -1284315 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1284338.750000 Penalty: 4735.289551
	Iteration 48Q: 3 clusters Score -1284339 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1284367.625000 Penalty: 4735.289551
	Iteration 49Q: 3 clusters Score -1284368 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1284395.875000 Penalty: 4735.289551
	Iteration 50Q: 3 clusters Score -1284396 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1284422.750000 Penalty: 4735.289551
	Iteration 51Q: 3 clusters Score -1284423 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1284447.875000 Penalty: 4735.289551
	Iteration 52Q: 3 clusters Score -1284448 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1284459.500000 Penalty: 4735.289551
	Iteration 53Q: 3 clusters Score -1284460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1284471.625000 Penalty: 4735.289551
	Iteration 54Q: 3 clusters Score -1284472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1284485.250000 Penalty: 4735.289551
	Iteration 55Q: 3 clusters Score -1284485 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1284500.000000 Penalty: 4735.289551
	Iteration 56Q: 3 clusters Score -1284500 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3334 members 
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Entering Unmasked Estep 
Score: -1284513.750000 Penalty: 4735.289551
	Iteration 57Q: 3 clusters Score -1284514 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1284517.750000 Penalty: 4735.289551
	Iteration 58Q: 3 clusters Score -1284518 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1284525.000000 Penalty: 4735.289551
	Iteration 59Q: 3 clusters Score -1284525 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1284533.875000 Penalty: 4735.289551
	Iteration 60F: 3 clusters Score -1284534 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1284537.875000 Penalty: 4735.289551
	Iteration 61Q: 3 clusters Score -1284538 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1284550.625000 Penalty: 4735.289551
	Iteration 62Q: 3 clusters Score -1284551 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1284551 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1284557.875000 Penalty: 4735.289551
	Iteration 64Q: 3 clusters Score -1284558 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1284559.750000 Penalty: 4735.289551
	Iteration 65Q: 3 clusters Score -1284560 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1284569.625000 Penalty: 4735.289551
	Iteration 66Q: 3 clusters Score -1284570 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1284573.125000 Penalty: 4735.289551
	Iteration 67Q: 3 clusters Score -1284573 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3324 members 
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Entering Unmasked Estep 
Score: -1284581.125000 Penalty: 4735.289551
	Iteration 68Q: 3 clusters Score -1284581 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1284588.625000 Penalty: 4735.289551
	Iteration 69Q: 3 clusters Score -1284589 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3302 members 
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Entering Unmasked Estep 
Score: -1284592.375000 Penalty: 4735.289551
	Iteration 70Q: 3 clusters Score -1284592 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1284595.000000 Penalty: 4735.289551
	Iteration 71Q: 3 clusters Score -1284595 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1284598.250000 Penalty: 4735.289551
	Iteration 72Q: 3 clusters Score -1284598 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1284605.875000 Penalty: 4735.289551
	Iteration 73Q: 3 clusters Score -1284606 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1284604.750000 Penalty: 4735.289551
	Iteration 74Q: 3 clusters Score -1284605 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3262 members 
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Entering Unmasked Estep 
Score: -1284610.000000 Penalty: 4735.289551
	Iteration 75Q: 3 clusters Score -1284610 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3262 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1284611 nChanged 22
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Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1284620.250000 Penalty: 4735.289551
	Iteration 77Q: 3 clusters Score -1284620 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1284623.875000 Penalty: 4735.289551
	Iteration 78Q: 3 clusters Score -1284624 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3230 members 
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Entering Unmasked Estep 
Score: -1284629.125000 Penalty: 4735.289551
	Iteration 79Q: 3 clusters Score -1284629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
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Entering Unmasked Estep 
Score: -1284633.500000 Penalty: 4735.289551
	Iteration 80F: 3 clusters Score -1284634 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1284640.625000 Penalty: 4735.289551
	Iteration 81Q: 3 clusters Score -1284641 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1284661.750000 Penalty: 4735.289551
	Iteration 82Q: 3 clusters Score -1284662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1284688 nChanged 59
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Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1284712.250000 Penalty: 4735.289551
	Iteration 84Q: 3 clusters Score -1284712 nChanged 77
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Mstep: Class 1 contains 3074 members 
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Entering Unmasked Estep 
Score: -1284751.750000 Penalty: 4735.289551
	Iteration 85Q: 3 clusters Score -1284752 nChanged 81
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Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1284796 nChanged 95
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Mstep: Class 1 contains 3012 members 
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Entering Unmasked Estep 
Score: -1284838.750000 Penalty: 4735.289551
	Iteration 87Q: 3 clusters Score -1284839 nChanged 98
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Mstep: Class 1 contains 2980 members 
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Entering Unmasked Estep 
Score: -1284883.500000 Penalty: 4735.289551
	Iteration 88Q: 3 clusters Score -1284884 nChanged 92
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Entering Unmasked Estep 
Score: -1284934.750000 Penalty: 4735.289551
	Iteration 89Q: 3 clusters Score -1284935 nChanged 95
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Mstep: Class 1 contains 2909 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1284986 nChanged 93
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Entering Unmasked Estep 
Score: -1285018.750000 Penalty: 4735.289551
	Iteration 91Q: 3 clusters Score -1285019 nChanged 94
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Mstep: Class 1 contains 2880 members 
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Entering Unmasked Estep 
Score: -1285051.750000 Penalty: 4735.289551
	Iteration 92Q: 3 clusters Score -1285052 nChanged 84
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Mstep: Class 1 contains 2876 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1285080 nChanged 75
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1285106 nChanged 63
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Mstep: Class 1 contains 2860 members 
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Entering Unmasked Estep 
Score: -1285132.000000 Penalty: 4735.289551
	Iteration 95Q: 3 clusters Score -1285132 nChanged 60
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Mstep: Class 1 contains 2838 members 
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Entering Unmasked Estep 
Score: -1285155.250000 Penalty: 4735.289551
	Iteration 96Q: 3 clusters Score -1285155 nChanged 72
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Mstep: Class 1 contains 2824 members 
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Entering Unmasked Estep 
Score: -1285181.500000 Penalty: 4735.289551
	Iteration 97Q: 3 clusters Score -1285182 nChanged 63
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Entering Unmasked Estep 
Score: -1285204.000000 Penalty: 4735.289551
	Iteration 98Q: 3 clusters Score -1285204 nChanged 59
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Mstep: Class 1 contains 2796 members 
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Entering Unmasked Estep 
Score: -1285223.750000 Penalty: 4735.289551
	Iteration 99Q: 3 clusters Score -1285224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1285244.500000 Penalty: 4735.289551
	Iteration 100F: 3 clusters Score -1285244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1285257.125000 Penalty: 4735.289551
	Iteration 101Q: 3 clusters Score -1285257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1285270.250000 Penalty: 4735.289551
	Iteration 102Q: 3 clusters Score -1285270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1285284.750000 Penalty: 4735.289551
	Iteration 103Q: 3 clusters Score -1285285 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1285298.125000 Penalty: 4735.289551
	Iteration 104Q: 3 clusters Score -1285298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1285315.125000 Penalty: 4735.289551
	Iteration 105Q: 3 clusters Score -1285315 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1285328.375000 Penalty: 4735.289551
	Iteration 106Q: 3 clusters Score -1285328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1285339.750000 Penalty: 4735.289551
	Iteration 107Q: 3 clusters Score -1285340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1285347.500000 Penalty: 4735.289551
	Iteration 108Q: 3 clusters Score -1285348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1285350.875000 Penalty: 4735.289551
	Iteration 109Q: 3 clusters Score -1285351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1285357.250000 Penalty: 4735.289551
	Iteration 110Q: 3 clusters Score -1285357 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1285376.750000 Penalty: 4735.289551
	Iteration 111Q: 3 clusters Score -1285377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1285386.125000 Penalty: 4735.289551
	Iteration 112Q: 3 clusters Score -1285386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1285389.250000 Penalty: 4735.289551
	Iteration 113Q: 3 clusters Score -1285389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1285400.000000 Penalty: 4735.289551
	Iteration 114Q: 3 clusters Score -1285400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1285407.125000 Penalty: 4735.289551
	Iteration 115Q: 3 clusters Score -1285407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1285413.125000 Penalty: 4735.289551
	Iteration 116Q: 3 clusters Score -1285413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1285418.000000 Penalty: 4735.289551
	Iteration 117Q: 3 clusters Score -1285418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1285430.750000 Penalty: 4735.289551
	Iteration 118Q: 3 clusters Score -1285431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1285438.375000 Penalty: 4735.289551
	Iteration 119Q: 3 clusters Score -1285438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1285458.500000 Penalty: 4735.289551
	Iteration 120F: 3 clusters Score -1285458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1285465.375000 Penalty: 4735.289551
	Iteration 121Q: 3 clusters Score -1285465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1285473.375000 Penalty: 4735.289551
	Iteration 122Q: 3 clusters Score -1285473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1285483.625000 Penalty: 4735.289551
	Iteration 123Q: 3 clusters Score -1285484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1285492.250000 Penalty: 4735.289551
	Iteration 124Q: 3 clusters Score -1285492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1285513.375000 Penalty: 4735.289551
	Iteration 125Q: 3 clusters Score -1285513 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1285521.500000 Penalty: 4735.289551
	Iteration 126Q: 3 clusters Score -1285522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1285531.750000 Penalty: 4735.289551
	Iteration 127Q: 3 clusters Score -1285532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1285550.875000 Penalty: 4735.289551
	Iteration 128Q: 3 clusters Score -1285551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1285565.000000 Penalty: 4735.289551
	Iteration 129Q: 3 clusters Score -1285565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1285583.250000 Penalty: 4735.289551
	Iteration 130Q: 3 clusters Score -1285583 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1285603.625000 Penalty: 4735.289551
	Iteration 131Q: 3 clusters Score -1285604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1285616.625000 Penalty: 4735.289551
	Iteration 132Q: 3 clusters Score -1285617 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1285645.500000 Penalty: 4735.289551
	Iteration 133Q: 3 clusters Score -1285646 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1285675.250000 Penalty: 4735.289551
	Iteration 134Q: 3 clusters Score -1285675 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1285705.000000 Penalty: 4735.289551
	Iteration 135Q: 3 clusters Score -1285705 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1285732.000000 Penalty: 4735.289551
	Iteration 136Q: 3 clusters Score -1285732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1285744.750000 Penalty: 4735.289551
	Iteration 137Q: 3 clusters Score -1285745 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1285761.625000 Penalty: 4735.289551
	Iteration 138Q: 3 clusters Score -1285762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1285773.625000 Penalty: 4735.289551
	Iteration 139Q: 3 clusters Score -1285774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1285783.500000 Penalty: 4735.289551
	Iteration 140F: 3 clusters Score -1285784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1285784.000000 Penalty: 4735.289551
	Iteration 141Q: 3 clusters Score -1285784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1285790.125000 Penalty: 4735.289551
	Iteration 142Q: 3 clusters Score -1285790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1285793.375000 Penalty: 4735.289551
	Iteration 143Q: 3 clusters Score -1285793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1285795.250000 Penalty: 4735.289551
	Iteration 144Q: 3 clusters Score -1285795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1285803.375000 Penalty: 4735.289551
	Iteration 145Q: 3 clusters Score -1285803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1285806.000000 Penalty: 4735.289551
	Iteration 146Q: 3 clusters Score -1285806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1285806.500000 Penalty: 4735.289551
	Iteration 147Q: 3 clusters Score -1285806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1285807.875000 Penalty: 4735.289551
	Iteration 148Q: 3 clusters Score -1285808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1285811.250000 Penalty: 4735.289551
	Iteration 149Q: 3 clusters Score -1285811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1285812.000000 Penalty: 4735.289551
	Iteration 150Q: 3 clusters Score -1285812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1285815.875000 Penalty: 4735.289551
	Iteration 151Q: 3 clusters Score -1285816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1285813.625000 Penalty: 4735.289551
	Iteration 152Q: 3 clusters Score -1285814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1285815.375000 Penalty: 4735.289551
	Iteration 153Q: 3 clusters Score -1285815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1285814.500000 Penalty: 4735.289551
	Iteration 154Q: 3 clusters Score -1285814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1285814.500000 Penalty: 4735.289551
	Iteration 155F: 3 clusters Score -1285814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Entering Unmasked Estep 
Score: -853020.125000 Penalty: 2250.793457
	Iteration 0F: 2 clusters Score -853020.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -846167.437500 Penalty: 4501.586914
	Iteration 0F: 3 clusters Score -846167.4 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -848069.000000 Penalty: 4501.586914
	Iteration 1F: 3 clusters Score -848069 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -848309.812500 Penalty: 4501.586914
	Iteration 2F: 3 clusters Score -848309.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -848466.687500 Penalty: 4501.586914
	Iteration 3Q: 3 clusters Score -848466.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -848584.437500 Penalty: 4501.586914
	Iteration 4Q: 3 clusters Score -848584.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -848684.250000 Penalty: 4501.586914
	Iteration 5Q: 3 clusters Score -848684.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -848757.125000 Penalty: 4501.586914
	Iteration 6Q: 3 clusters Score -848757.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -848819.375000 Penalty: 4501.586914
	Iteration 7Q: 3 clusters Score -848819.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -848877.500000 Penalty: 4501.586914
	Iteration 8Q: 3 clusters Score -848877.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -848929.312500 Penalty: 4501.586914
	Iteration 9Q: 3 clusters Score -848929.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -848983.062500 Penalty: 4501.586914
	Iteration 10Q: 3 clusters Score -848983.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -849032.750000 Penalty: 4501.586914
	Iteration 11Q: 3 clusters Score -849032.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -849080.125000 Penalty: 4501.586914
	Iteration 12Q: 3 clusters Score -849080.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -849132.375000 Penalty: 4501.586914
	Iteration 13Q: 3 clusters Score -849132.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -849201.375000 Penalty: 4501.586914
	Iteration 14Q: 3 clusters Score -849201.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -849286.250000 Penalty: 4501.586914
	Iteration 15Q: 3 clusters Score -849286.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -849373.562500 Penalty: 4501.586914
	Iteration 16Q: 3 clusters Score -849373.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -849479.500000 Penalty: 4501.586914
	Iteration 17Q: 3 clusters Score -849479.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -849604.312500 Penalty: 4501.586914
	Iteration 18Q: 3 clusters Score -849604.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -849745.312500 Penalty: 4501.586914
	Iteration 19Q: 3 clusters Score -849745.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -849936.187500 Penalty: 4501.586914
	Iteration 20F: 3 clusters Score -849936.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -850111.437500 Penalty: 4501.586914
	Iteration 21Q: 3 clusters Score -850111.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -850221.000000 Penalty: 4501.586914
	Iteration 22Q: 3 clusters Score -850221 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -850301.750000 Penalty: 4501.586914
	Iteration 23Q: 3 clusters Score -850301.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -850359.750000 Penalty: 4501.586914
	Iteration 24Q: 3 clusters Score -850359.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -850415.000000 Penalty: 4501.586914
	Iteration 25Q: 3 clusters Score -850415 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -850463.562500 Penalty: 4501.586914
	Iteration 26Q: 3 clusters Score -850463.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -850513.312500 Penalty: 4501.586914
	Iteration 27Q: 3 clusters Score -850513.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -850544.375000 Penalty: 4501.586914
	Iteration 28Q: 3 clusters Score -850544.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -850571.625000 Penalty: 4501.586914
	Iteration 29Q: 3 clusters Score -850571.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -850591.437500 Penalty: 4501.586914
	Iteration 30Q: 3 clusters Score -850591.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -850611.875000 Penalty: 4501.586914
	Iteration 31Q: 3 clusters Score -850611.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -850636.875000 Penalty: 4501.586914
	Iteration 32Q: 3 clusters Score -850636.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -850656.125000 Penalty: 4501.586914
	Iteration 33Q: 3 clusters Score -850656.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -850680.562500 Penalty: 4501.586914
	Iteration 34Q: 3 clusters Score -850680.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -850701.437500 Penalty: 4501.586914
	Iteration 35Q: 3 clusters Score -850701.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -850723.500000 Penalty: 4501.586914
	Iteration 36Q: 3 clusters Score -850723.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -850751.875000 Penalty: 4501.586914
	Iteration 37Q: 3 clusters Score -850751.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -850777.812500 Penalty: 4501.586914
	Iteration 38Q: 3 clusters Score -850777.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -850799.187500 Penalty: 4501.586914
	Iteration 39Q: 3 clusters Score -850799.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -850829.312500 Penalty: 4501.586914
	Iteration 40F: 3 clusters Score -850829.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -850855.562500 Penalty: 4501.586914
	Iteration 41Q: 3 clusters Score -850855.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -850876.687500 Penalty: 4501.586914
	Iteration 42Q: 3 clusters Score -850876.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -850895.437500 Penalty: 4501.586914
	Iteration 43Q: 3 clusters Score -850895.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -850910.187500 Penalty: 4501.586914
	Iteration 44Q: 3 clusters Score -850910.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -850931.125000 Penalty: 4501.586914
	Iteration 45Q: 3 clusters Score -850931.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -850941.937500 Penalty: 4501.586914
	Iteration 46Q: 3 clusters Score -850941.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -850953.125000 Penalty: 4501.586914
	Iteration 47Q: 3 clusters Score -850953.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -850966.312500 Penalty: 4501.586914
	Iteration 48Q: 3 clusters Score -850966.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -850972.562500 Penalty: 4501.586914
	Iteration 49Q: 3 clusters Score -850972.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -850979.375000 Penalty: 4501.586914
	Iteration 50Q: 3 clusters Score -850979.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -850986.625000 Penalty: 4501.586914
	Iteration 51Q: 3 clusters Score -850986.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -851004.687500 Penalty: 4501.586914
	Iteration 52Q: 3 clusters Score -851004.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -851014.812500 Penalty: 4501.586914
	Iteration 53Q: 3 clusters Score -851014.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -851022.250000 Penalty: 4501.586914
	Iteration 54Q: 3 clusters Score -851022.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -851033.812500 Penalty: 4501.586914
	Iteration 55Q: 3 clusters Score -851033.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -851041.062500 Penalty: 4501.586914
	Iteration 56Q: 3 clusters Score -851041.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -851051.687500 Penalty: 4501.586914
	Iteration 57Q: 3 clusters Score -851051.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -851060.062500 Penalty: 4501.586914
	Iteration 58Q: 3 clusters Score -851060.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -851069.625000 Penalty: 4501.586914
	Iteration 59Q: 3 clusters Score -851069.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -851074.000000 Penalty: 4501.586914
	Iteration 60F: 3 clusters Score -851074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -851076.937500 Penalty: 4501.586914
	Iteration 61Q: 3 clusters Score -851076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -851075.500000 Penalty: 4501.586914
	Iteration 62Q: 3 clusters Score -851075.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -851075.375000 Penalty: 4501.586914
	Iteration 63Q: 3 clusters Score -851075.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -851075.375000 Penalty: 4501.586914
	Iteration 64F: 3 clusters Score -851075.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Entering Unmasked Estep 
Score: -2085484.875000 Penalty: 2484.635010
	Iteration 0F: 2 clusters Score -2085485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2069796.625000 Penalty: 4969.270020
	Iteration 0F: 3 clusters Score -2069797 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2075250.125000 Penalty: 4969.270020
	Iteration 1F: 3 clusters Score -2075250 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2075746.375000 Penalty: 4969.270020
	Iteration 2F: 3 clusters Score -2075746 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2076171.250000 Penalty: 4969.270020
	Iteration 3Q: 3 clusters Score -2076171 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2076552.250000 Penalty: 4969.270020
	Iteration 4Q: 3 clusters Score -2076552 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2076931.875000 Penalty: 4969.270020
	Iteration 5Q: 3 clusters Score -2076932 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2077393.875000 Penalty: 4969.270020
	Iteration 6Q: 3 clusters Score -2077394 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2077998.375000 Penalty: 4969.270020
	Iteration 7Q: 3 clusters Score -2077998 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2078660.375000 Penalty: 4969.270020
	Iteration 8Q: 3 clusters Score -2078660 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2079360.375000 Penalty: 4969.270020
	Iteration 9F: 3 clusters Score -2079360 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2080066.625000 Penalty: 4969.270020
	Iteration 10Q: 3 clusters Score -2080067 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2080794.375000 Penalty: 4969.270020
	Iteration 11Q: 3 clusters Score -2080794 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2081404.375000 Penalty: 4969.270020
	Iteration 12Q: 3 clusters Score -2081404 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2081804.125000 Penalty: 4969.270020
	Iteration 13Q: 3 clusters Score -2081804 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2082055.125000 Penalty: 4969.270020
	Iteration 14Q: 3 clusters Score -2082055 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2082264.875000 Penalty: 4969.270020
	Iteration 15Q: 3 clusters Score -2082265 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2082503.125000 Penalty: 4969.270020
	Iteration 16Q: 3 clusters Score -2082503 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2082792.125000 Penalty: 4969.270020
	Iteration 17Q: 3 clusters Score -2082792 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2083104.750000 Penalty: 4969.270020
	Iteration 18Q: 3 clusters Score -2083105 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2083374.625000 Penalty: 4969.270020
	Iteration 19Q: 3 clusters Score -2083375 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2083624.750000 Penalty: 4969.270020
	Iteration 20F: 3 clusters Score -2083625 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2083823.375000 Penalty: 4969.270020
	Iteration 21Q: 3 clusters Score -2083823 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2083963.875000 Penalty: 4969.270020
	Iteration 22Q: 3 clusters Score -2083964 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2084082.125000 Penalty: 4969.270020
	Iteration 23Q: 3 clusters Score -2084082 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2084183.375000 Penalty: 4969.270020
	Iteration 24Q: 3 clusters Score -2084183 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2084256.750000 Penalty: 4969.270020
	Iteration 25Q: 3 clusters Score -2084257 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2084327.625000 Penalty: 4969.270020
	Iteration 26Q: 3 clusters Score -2084328 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2084364.375000 Penalty: 4969.270020
	Iteration 27Q: 3 clusters Score -2084364 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2084398.125000 Penalty: 4969.270020
	Iteration 28Q: 3 clusters Score -2084398 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2084420.625000 Penalty: 4969.270020
	Iteration 29Q: 3 clusters Score -2084421 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2084444.375000 Penalty: 4969.270020
	Iteration 30Q: 3 clusters Score -2084444 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2084457.250000 Penalty: 4969.270020
	Iteration 31Q: 3 clusters Score -2084457 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2084468.500000 Penalty: 4969.270020
	Iteration 32Q: 3 clusters Score -2084468 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2084483.375000 Penalty: 4969.270020
	Iteration 33Q: 3 clusters Score -2084483 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2084489.375000 Penalty: 4969.270020
	Iteration 34Q: 3 clusters Score -2084489 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2084494.625000 Penalty: 4969.270020
	Iteration 35Q: 3 clusters Score -2084495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2084504.375000 Penalty: 4969.270020
	Iteration 36Q: 3 clusters Score -2084504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2084506.375000 Penalty: 4969.270020
	Iteration 37Q: 3 clusters Score -2084506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2084510.125000 Penalty: 4969.270020
	Iteration 38Q: 3 clusters Score -2084510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2084513.875000 Penalty: 4969.270020
	Iteration 39Q: 3 clusters Score -2084514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2084517.750000 Penalty: 4969.270020
	Iteration 40F: 3 clusters Score -2084518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2084520.875000 Penalty: 4969.270020
	Iteration 41Q: 3 clusters Score -2084521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2084525.375000 Penalty: 4969.270020
	Iteration 42Q: 3 clusters Score -2084525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2084523.875000 Penalty: 4969.270020
	Iteration 43Q: 3 clusters Score -2084524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2084522.000000 Penalty: 4969.270020
	Iteration 44Q: 3 clusters Score -2084522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2084528.375000 Penalty: 4969.270020
	Iteration 45Q: 3 clusters Score -2084528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2084526.750000 Penalty: 4969.270020
	Iteration 46Q: 3 clusters Score -2084527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2084529.250000 Penalty: 4969.270020
	Iteration 47Q: 3 clusters Score -2084529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2084535.500000 Penalty: 4969.270020
	Iteration 48Q: 3 clusters Score -2084536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2084534.000000 Penalty: 4969.270020
	Iteration 49Q: 3 clusters Score -2084534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2084535.125000 Penalty: 4969.270020
	Iteration 50Q: 3 clusters Score -2084535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2084535.125000 Penalty: 4969.270020
	Iteration 51F: 3 clusters Score -2084535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (140975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140975 members 
Entering Unmasked Estep 
Score: -13647424.000000 Penalty: 2940.371826
	Iteration 0F: 2 clusters Score -1.364742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -13553281.000000 Penalty: 5880.743652
	Iteration 0F: 3 clusters Score -1.355328e+07 nChanged 67169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78620 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -13592774.000000 Penalty: 5880.743652
	Iteration 1F: 3 clusters Score -1.359277e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83375 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -13595082.000000 Penalty: 5880.743652
	Iteration 2Q: 3 clusters Score -1.359508e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90541 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -13599237.000000 Penalty: 5880.743652
	Iteration 3F: 3 clusters Score -1.359924e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100548 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -13606579.000000 Penalty: 5880.743652
	Iteration 4F: 3 clusters Score -1.360658e+07 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112945 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -13617797.000000 Penalty: 5880.743652
	Iteration 5F: 3 clusters Score -1.36178e+07 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124915 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -13629861.000000 Penalty: 5880.743652
	Iteration 6F: 3 clusters Score -1.362986e+07 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133350 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -13638446.000000 Penalty: 5880.743652
	Iteration 7F: 3 clusters Score -1.363845e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137560 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -13642373.000000 Penalty: 5880.743652
	Iteration 8Q: 3 clusters Score -1.364237e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139165 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -13643871.000000 Penalty: 5880.743652
	Iteration 9Q: 3 clusters Score -1.364387e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139782 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -13644465.000000 Penalty: 5880.743652
	Iteration 10Q: 3 clusters Score -1.364446e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140014 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -13644771.000000 Penalty: 5880.743652
	Iteration 11Q: 3 clusters Score -1.364477e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140123 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -13644939.000000 Penalty: 5880.743652
	Iteration 12Q: 3 clusters Score -1.364494e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140159 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -13645071.000000 Penalty: 5880.743652
	Iteration 13Q: 3 clusters Score -1.364507e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140174 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -13645174.000000 Penalty: 5880.743652
	Iteration 14Q: 3 clusters Score -1.364517e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140185 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -13645259.000000 Penalty: 5880.743652
	Iteration 15Q: 3 clusters Score -1.364526e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140195 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -13645354.000000 Penalty: 5880.743652
	Iteration 16Q: 3 clusters Score -1.364535e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140197 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -13645417.000000 Penalty: 5880.743652
	Iteration 17Q: 3 clusters Score -1.364542e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140191 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -13645481.000000 Penalty: 5880.743652
	Iteration 18Q: 3 clusters Score -1.364548e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -13645502.000000 Penalty: 5880.743652
	Iteration 19Q: 3 clusters Score -1.36455e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140171 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -13645550.000000 Penalty: 5880.743652
	Iteration 20F: 3 clusters Score -1.364555e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140153 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -13645571.000000 Penalty: 5880.743652
	Iteration 21Q: 3 clusters Score -1.364557e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140145 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -13645614.000000 Penalty: 5880.743652
	Iteration 22Q: 3 clusters Score -1.364561e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140137 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -13645630.000000 Penalty: 5880.743652
	Iteration 23Q: 3 clusters Score -1.364563e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140130 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -13645642.000000 Penalty: 5880.743652
	Iteration 24Q: 3 clusters Score -1.364564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140125 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -13645659.000000 Penalty: 5880.743652
	Iteration 25Q: 3 clusters Score -1.364566e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140121 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -13645664.000000 Penalty: 5880.743652
	Iteration 26Q: 3 clusters Score -1.364566e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140113 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -13645681.000000 Penalty: 5880.743652
	Iteration 27Q: 3 clusters Score -1.364568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140105 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -13645691.000000 Penalty: 5880.743652
	Iteration 28Q: 3 clusters Score -1.364569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140105 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -13645701.000000 Penalty: 5880.743652
	Iteration 29Q: 3 clusters Score -1.36457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140103 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -13645708.000000 Penalty: 5880.743652
	Iteration 30Q: 3 clusters Score -1.364571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140102 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -13645709.000000 Penalty: 5880.743652
	Iteration 31Q: 3 clusters Score -1.364571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140095 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -13645722.000000 Penalty: 5880.743652
	Iteration 32Q: 3 clusters Score -1.364572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140086 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -13645723.000000 Penalty: 5880.743652
	Iteration 33Q: 3 clusters Score -1.364572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140080 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -13645730.000000 Penalty: 5880.743652
	Iteration 34Q: 3 clusters Score -1.364573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140076 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -13645738.000000 Penalty: 5880.743652
	Iteration 35Q: 3 clusters Score -1.364574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140074 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -13645732.000000 Penalty: 5880.743652
	Iteration 36Q: 3 clusters Score -1.364573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140069 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -13645745.000000 Penalty: 5880.743652
	Iteration 37Q: 3 clusters Score -1.364574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140065 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -13645741.000000 Penalty: 5880.743652
	Iteration 38Q: 3 clusters Score -1.364574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140066 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -13645752.000000 Penalty: 5880.743652
	Iteration 39Q: 3 clusters Score -1.364575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140063 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13645751.000000 Penalty: 5880.743652
	Iteration 40F: 3 clusters Score -1.364575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140058 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -13645753.000000 Penalty: 5880.743652
	Iteration 41Q: 3 clusters Score -1.364575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140056 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -13645758.000000 Penalty: 5880.743652
	Iteration 42Q: 3 clusters Score -1.364576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140056 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -13645760.000000 Penalty: 5880.743652
	Iteration 43Q: 3 clusters Score -1.364576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140054 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13645755.000000 Penalty: 5880.743652
	Iteration 44Q: 3 clusters Score -1.364576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140054 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13645755.000000 Penalty: 5880.743652
	Iteration 45F: 3 clusters Score -1.364576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (64702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64702 members 
Entering Unmasked Estep 
Score: -6270530.500000 Penalty: 2747.231689
	Iteration 0F: 2 clusters Score -6270530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -6227261.500000 Penalty: 5494.463379
	Iteration 0F: 3 clusters Score -6227262 nChanged 30058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -6244281.500000 Penalty: 5494.463379
	Iteration 1F: 3 clusters Score -6244282 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -6245471.500000 Penalty: 5494.463379
	Iteration 2Q: 3 clusters Score -6245472 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -6247209.500000 Penalty: 5494.463379
	Iteration 3F: 3 clusters Score -6247210 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -6249752.000000 Penalty: 5494.463379
	Iteration 4F: 3 clusters Score -6249752 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -6253382.000000 Penalty: 5494.463379
	Iteration 5F: 3 clusters Score -6253382 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -6258151.000000 Penalty: 5494.463379
	Iteration 6F: 3 clusters Score -6258151 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -6262749.500000 Penalty: 5494.463379
	Iteration 7F: 3 clusters Score -6262750 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -6265601.000000 Penalty: 5494.463379
	Iteration 8F: 3 clusters Score -6265601 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -6266844.500000 Penalty: 5494.463379
	Iteration 9Q: 3 clusters Score -6266844 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -6267419.000000 Penalty: 5494.463379
	Iteration 10Q: 3 clusters Score -6267419 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -6267824.500000 Penalty: 5494.463379
	Iteration 11Q: 3 clusters Score -6267824 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -6268137.000000 Penalty: 5494.463379
	Iteration 12Q: 3 clusters Score -6268137 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -6268369.500000 Penalty: 5494.463379
	Iteration 13Q: 3 clusters Score -6268370 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -6268547.500000 Penalty: 5494.463379
	Iteration 14Q: 3 clusters Score -6268548 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -6268732.000000 Penalty: 5494.463379
	Iteration 15Q: 3 clusters Score -6268732 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -6268908.000000 Penalty: 5494.463379
	Iteration 16Q: 3 clusters Score -6268908 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -6269052.500000 Penalty: 5494.463379
	Iteration 17Q: 3 clusters Score -6269052 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -6269175.500000 Penalty: 5494.463379
	Iteration 18Q: 3 clusters Score -6269176 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -6269251.000000 Penalty: 5494.463379
	Iteration 19Q: 3 clusters Score -6269251 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -6269322.000000 Penalty: 5494.463379
	Iteration 20F: 3 clusters Score -6269322 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -6269402.000000 Penalty: 5494.463379
	Iteration 21Q: 3 clusters Score -6269402 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -6269469.500000 Penalty: 5494.463379
	Iteration 22Q: 3 clusters Score -6269470 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -6269493.000000 Penalty: 5494.463379
	Iteration 23Q: 3 clusters Score -6269493 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -6269520.500000 Penalty: 5494.463379
	Iteration 24Q: 3 clusters Score -6269520 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -6269579.000000 Penalty: 5494.463379
	Iteration 25Q: 3 clusters Score -6269579 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -6269579.500000 Penalty: 5494.463379
	Iteration 26Q: 3 clusters Score -6269580 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -6269621.500000 Penalty: 5494.463379
	Iteration 27Q: 3 clusters Score -6269622 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -6269676.000000 Penalty: 5494.463379
	Iteration 28Q: 3 clusters Score -6269676 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -6269670.000000 Penalty: 5494.463379
	Iteration 29Q: 3 clusters Score -6269670 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -6269711.500000 Penalty: 5494.463379
	Iteration 30Q: 3 clusters Score -6269712 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -6269707.500000 Penalty: 5494.463379
	Iteration 31Q: 3 clusters Score -6269708 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -6269733.500000 Penalty: 5494.463379
	Iteration 32Q: 3 clusters Score -6269734 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -6269747.000000 Penalty: 5494.463379
	Iteration 33Q: 3 clusters Score -6269747 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -6269763.500000 Penalty: 5494.463379
	Iteration 34Q: 3 clusters Score -6269764 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -6269774.500000 Penalty: 5494.463379
	Iteration 35Q: 3 clusters Score -6269774 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -6269801.000000 Penalty: 5494.463379
	Iteration 36Q: 3 clusters Score -6269801 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56733 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -6269795.000000 Penalty: 5494.463379
	Iteration 37Q: 3 clusters Score -6269795 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -6269808.500000 Penalty: 5494.463379
	Iteration 38Q: 3 clusters Score -6269808 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -6269808.000000 Penalty: 5494.463379
	Iteration 39Q: 3 clusters Score -6269808 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -6269786.000000 Penalty: 5494.463379
	Iteration 40F: 3 clusters Score -6269786 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -6269796.000000 Penalty: 5494.463379
	Iteration 41Q: 3 clusters Score -6269796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -6269819.500000 Penalty: 5494.463379
	Iteration 42Q: 3 clusters Score -6269820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -6269838.000000 Penalty: 5494.463379
	Iteration 43Q: 3 clusters Score -6269838 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -6269830.000000 Penalty: 5494.463379
	Iteration 44Q: 3 clusters Score -6269830 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -6269820.000000 Penalty: 5494.463379
	Iteration 45Q: 3 clusters Score -6269820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -6269815.000000 Penalty: 5494.463379
	Iteration 46Q: 3 clusters Score -6269815 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -6269839.500000 Penalty: 5494.463379
	Iteration 47Q: 3 clusters Score -6269840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57354 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -6269841.500000 Penalty: 5494.463379
	Iteration 48Q: 3 clusters Score -6269842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -6269859.000000 Penalty: 5494.463379
	Iteration 49Q: 3 clusters Score -6269859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57422 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -6269862.000000 Penalty: 5494.463379
	Iteration 50Q: 3 clusters Score -6269862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -6269869.500000 Penalty: 5494.463379
	Iteration 51Q: 3 clusters Score -6269870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -6269891.000000 Penalty: 5494.463379
	Iteration 52Q: 3 clusters Score -6269891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -6269893.500000 Penalty: 5494.463379
	Iteration 53Q: 3 clusters Score -6269894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -6269894.000000 Penalty: 5494.463379
	Iteration 54Q: 3 clusters Score -6269894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -6269895.500000 Penalty: 5494.463379
	Iteration 55Q: 3 clusters Score -6269896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57639 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -6269895.000000 Penalty: 5494.463379
	Iteration 56Q: 3 clusters Score -6269895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -6269905.000000 Penalty: 5494.463379
	Iteration 57Q: 3 clusters Score -6269905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -6269902.500000 Penalty: 5494.463379
	Iteration 58Q: 3 clusters Score -6269902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57721 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -6269900.000000 Penalty: 5494.463379
	Iteration 59Q: 3 clusters Score -6269900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -6269894.000000 Penalty: 5494.463379
	Iteration 60F: 3 clusters Score -6269894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -6269893.500000 Penalty: 5494.463379
	Iteration 61Q: 3 clusters Score -6269894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -6269877.000000 Penalty: 5494.463379
	Iteration 62Q: 3 clusters Score -6269877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -6269893.000000 Penalty: 5494.463379
	Iteration 63Q: 3 clusters Score -6269893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -6269901.500000 Penalty: 5494.463379
	Iteration 64Q: 3 clusters Score -6269902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -6269904.000000 Penalty: 5494.463379
	Iteration 65Q: 3 clusters Score -6269904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57911 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -6269890.000000 Penalty: 5494.463379
	Iteration 66Q: 3 clusters Score -6269890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -6269902.500000 Penalty: 5494.463379
	Iteration 67Q: 3 clusters Score -6269902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -6269906.000000 Penalty: 5494.463379
	Iteration 68Q: 3 clusters Score -6269906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -6269897.500000 Penalty: 5494.463379
	Iteration 69Q: 3 clusters Score -6269898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -6269890.000000 Penalty: 5494.463379
	Iteration 70Q: 3 clusters Score -6269890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -6269900.000000 Penalty: 5494.463379
	Iteration 71Q: 3 clusters Score -6269900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -6269882.000000 Penalty: 5494.463379
	Iteration 72Q: 3 clusters Score -6269882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -6269890.500000 Penalty: 5494.463379
	Iteration 73Q: 3 clusters Score -6269890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57993 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -6269891.500000 Penalty: 5494.463379
	Iteration 74Q: 3 clusters Score -6269892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -6269894.000000 Penalty: 5494.463379
	Iteration 75Q: 3 clusters Score -6269894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -6269894.000000 Penalty: 5494.463379
	Iteration 76Q: 3 clusters Score -6269894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -6269891.500000 Penalty: 5494.463379
	Iteration 77Q: 3 clusters Score -6269892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -6269898.500000 Penalty: 5494.463379
	Iteration 78Q: 3 clusters Score -6269898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -6269892.500000 Penalty: 5494.463379
	Iteration 79Q: 3 clusters Score -6269892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -6269892.500000 Penalty: 5494.463379
	Iteration 80F: 3 clusters Score -6269892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -6269888.500000 Penalty: 5494.463379
	Iteration 81Q: 3 clusters Score -6269888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -6269888.500000 Penalty: 5494.463379
	Iteration 82F: 3 clusters Score -6269888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Entering Unmasked Estep 
Score: -959959.625000 Penalty: 2290.674805
	Iteration 0F: 2 clusters Score -959959.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -952141.937500 Penalty: 4581.349609
	Iteration 0F: 3 clusters Score -952141.9 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -954252.562500 Penalty: 4581.349609
	Iteration 1F: 3 clusters Score -954252.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -954564.062500 Penalty: 4581.349609
	Iteration 2F: 3 clusters Score -954564.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -954840.125000 Penalty: 4581.349609
	Iteration 3F: 3 clusters Score -954840.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -955073.812500 Penalty: 4581.349609
	Iteration 4Q: 3 clusters Score -955073.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -955273.125000 Penalty: 4581.349609
	Iteration 5Q: 3 clusters Score -955273.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -955496.562500 Penalty: 4581.349609
	Iteration 6Q: 3 clusters Score -955496.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -955734.625000 Penalty: 4581.349609
	Iteration 7Q: 3 clusters Score -955734.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -955973.187500 Penalty: 4581.349609
	Iteration 8Q: 3 clusters Score -955973.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -956214.187500 Penalty: 4581.349609
	Iteration 9Q: 3 clusters Score -956214.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -956479.437500 Penalty: 4581.349609
	Iteration 10Q: 3 clusters Score -956479.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -956740.500000 Penalty: 4581.349609
	Iteration 11Q: 3 clusters Score -956740.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -956967.687500 Penalty: 4581.349609
	Iteration 12Q: 3 clusters Score -956967.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -957172.000000 Penalty: 4581.349609
	Iteration 13Q: 3 clusters Score -957172 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -957319.250000 Penalty: 4581.349609
	Iteration 14Q: 3 clusters Score -957319.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -957436.812500 Penalty: 4581.349609
	Iteration 15Q: 3 clusters Score -957436.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -957546.500000 Penalty: 4581.349609
	Iteration 16Q: 3 clusters Score -957546.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -957638.750000 Penalty: 4581.349609
	Iteration 17Q: 3 clusters Score -957638.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -957692.375000 Penalty: 4581.349609
	Iteration 18Q: 3 clusters Score -957692.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -957736.812500 Penalty: 4581.349609
	Iteration 19Q: 3 clusters Score -957736.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -957758.812500 Penalty: 4581.349609
	Iteration 20F: 3 clusters Score -957758.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -957778.000000 Penalty: 4581.349609
	Iteration 21Q: 3 clusters Score -957778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -957782.562500 Penalty: 4581.349609
	Iteration 22Q: 3 clusters Score -957782.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -957793.687500 Penalty: 4581.349609
	Iteration 23Q: 3 clusters Score -957793.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -957807.000000 Penalty: 4581.349609
	Iteration 24Q: 3 clusters Score -957807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -957813.437500 Penalty: 4581.349609
	Iteration 25Q: 3 clusters Score -957813.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -957818.875000 Penalty: 4581.349609
	Iteration 26Q: 3 clusters Score -957818.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -957829.687500 Penalty: 4581.349609
	Iteration 27Q: 3 clusters Score -957829.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -957840.250000 Penalty: 4581.349609
	Iteration 28Q: 3 clusters Score -957840.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -957847.625000 Penalty: 4581.349609
	Iteration 29Q: 3 clusters Score -957847.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -957862.062500 Penalty: 4581.349609
	Iteration 30Q: 3 clusters Score -957862.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -957877.000000 Penalty: 4581.349609
	Iteration 31Q: 3 clusters Score -957877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -957883.062500 Penalty: 4581.349609
	Iteration 32Q: 3 clusters Score -957883.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -957888.187500 Penalty: 4581.349609
	Iteration 33Q: 3 clusters Score -957888.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -957894.562500 Penalty: 4581.349609
	Iteration 34Q: 3 clusters Score -957894.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -957898.000000 Penalty: 4581.349609
	Iteration 35Q: 3 clusters Score -957898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -957901.375000 Penalty: 4581.349609
	Iteration 36Q: 3 clusters Score -957901.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -957905.187500 Penalty: 4581.349609
	Iteration 37Q: 3 clusters Score -957905.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -957910.000000 Penalty: 4581.349609
	Iteration 38Q: 3 clusters Score -957910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -957916.125000 Penalty: 4581.349609
	Iteration 39Q: 3 clusters Score -957916.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -957918.625000 Penalty: 4581.349609
	Iteration 40F: 3 clusters Score -957918.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -957918.750000 Penalty: 4581.349609
	Iteration 41Q: 3 clusters Score -957918.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -957919.125000 Penalty: 4581.349609
	Iteration 42Q: 3 clusters Score -957919.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -957922.375000 Penalty: 4581.349609
	Iteration 43Q: 3 clusters Score -957922.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -957927.000000 Penalty: 4581.349609
	Iteration 44Q: 3 clusters Score -957927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -957929.812500 Penalty: 4581.349609
	Iteration 45Q: 3 clusters Score -957929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -957929.812500 Penalty: 4581.349609
	Iteration 46Q: 3 clusters Score -957929.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -957930.750000 Penalty: 4581.349609
	Iteration 47Q: 3 clusters Score -957930.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -957935.187500 Penalty: 4581.349609
	Iteration 48Q: 3 clusters Score -957935.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -957937.375000 Penalty: 4581.349609
	Iteration 49Q: 3 clusters Score -957937.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -957942.312500 Penalty: 4581.349609
	Iteration 50Q: 3 clusters Score -957942.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -957944.437500 Penalty: 4581.349609
	Iteration 51Q: 3 clusters Score -957944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -957943.125000 Penalty: 4581.349609
	Iteration 52Q: 3 clusters Score -957943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -957944.812500 Penalty: 4581.349609
	Iteration 53Q: 3 clusters Score -957944.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -957944.062500 Penalty: 4581.349609
	Iteration 54Q: 3 clusters Score -957944.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -957944.062500 Penalty: 4581.349609
	Iteration 55F: 3 clusters Score -957944.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Entering Unmasked Estep 
Score: -1931390.375000 Penalty: 2471.158203
	Iteration 0F: 2 clusters Score -1931390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1916552.125000 Penalty: 4942.316406
	Iteration 0F: 3 clusters Score -1916552 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1922392.375000 Penalty: 4942.316406
	Iteration 1F: 3 clusters Score -1922392 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1923626.875000 Penalty: 4942.316406
	Iteration 2F: 3 clusters Score -1923627 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1924987.500000 Penalty: 4942.316406
	Iteration 3F: 3 clusters Score -1924988 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1926098.000000 Penalty: 4942.316406
	Iteration 4F: 3 clusters Score -1926098 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1926886.000000 Penalty: 4942.316406
	Iteration 5F: 3 clusters Score -1926886 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1927382.250000 Penalty: 4942.316406
	Iteration 6Q: 3 clusters Score -1927382 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1927718.625000 Penalty: 4942.316406
	Iteration 7Q: 3 clusters Score -1927719 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1927946.750000 Penalty: 4942.316406
	Iteration 8Q: 3 clusters Score -1927947 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1928106.625000 Penalty: 4942.316406
	Iteration 9Q: 3 clusters Score -1928107 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1928253.500000 Penalty: 4942.316406
	Iteration 10Q: 3 clusters Score -1928254 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1928359.750000 Penalty: 4942.316406
	Iteration 11Q: 3 clusters Score -1928360 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1928446.375000 Penalty: 4942.316406
	Iteration 12Q: 3 clusters Score -1928446 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1928498.000000 Penalty: 4942.316406
	Iteration 13Q: 3 clusters Score -1928498 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1928537.125000 Penalty: 4942.316406
	Iteration 14Q: 3 clusters Score -1928537 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1928580.875000 Penalty: 4942.316406
	Iteration 15Q: 3 clusters Score -1928581 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1928628.625000 Penalty: 4942.316406
	Iteration 16Q: 3 clusters Score -1928629 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1928675.750000 Penalty: 4942.316406
	Iteration 17Q: 3 clusters Score -1928676 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1928710.375000 Penalty: 4942.316406
	Iteration 18Q: 3 clusters Score -1928710 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1928762.125000 Penalty: 4942.316406
	Iteration 19Q: 3 clusters Score -1928762 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1928837.125000 Penalty: 4942.316406
	Iteration 20F: 3 clusters Score -1928837 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1928905.375000 Penalty: 4942.316406
	Iteration 21Q: 3 clusters Score -1928905 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1928981.625000 Penalty: 4942.316406
	Iteration 22Q: 3 clusters Score -1928982 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1929066.625000 Penalty: 4942.316406
	Iteration 23Q: 3 clusters Score -1929067 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1929171.000000 Penalty: 4942.316406
	Iteration 24Q: 3 clusters Score -1929171 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1929297.375000 Penalty: 4942.316406
	Iteration 25Q: 3 clusters Score -1929297 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1929455.250000 Penalty: 4942.316406
	Iteration 26Q: 3 clusters Score -1929455 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1929622.125000 Penalty: 4942.316406
	Iteration 27Q: 3 clusters Score -1929622 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1929783.000000 Penalty: 4942.316406
	Iteration 28Q: 3 clusters Score -1929783 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1929932.250000 Penalty: 4942.316406
	Iteration 29Q: 3 clusters Score -1929932 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1930053.500000 Penalty: 4942.316406
	Iteration 30Q: 3 clusters Score -1930054 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1930154.625000 Penalty: 4942.316406
	Iteration 31Q: 3 clusters Score -1930155 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1930241.500000 Penalty: 4942.316406
	Iteration 32Q: 3 clusters Score -1930242 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1930308.750000 Penalty: 4942.316406
	Iteration 33Q: 3 clusters Score -1930309 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1930350.375000 Penalty: 4942.316406
	Iteration 34Q: 3 clusters Score -1930350 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1930392.250000 Penalty: 4942.316406
	Iteration 35Q: 3 clusters Score -1930392 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1930419.750000 Penalty: 4942.316406
	Iteration 36Q: 3 clusters Score -1930420 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1930446.500000 Penalty: 4942.316406
	Iteration 37Q: 3 clusters Score -1930446 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1930466.875000 Penalty: 4942.316406
	Iteration 38Q: 3 clusters Score -1930467 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1930485.125000 Penalty: 4942.316406
	Iteration 39Q: 3 clusters Score -1930485 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1930493.000000 Penalty: 4942.316406
	Iteration 40F: 3 clusters Score -1930493 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1930498.250000 Penalty: 4942.316406
	Iteration 41Q: 3 clusters Score -1930498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1930501.625000 Penalty: 4942.316406
	Iteration 42Q: 3 clusters Score -1930502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1930514.875000 Penalty: 4942.316406
	Iteration 43Q: 3 clusters Score -1930515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1930518.750000 Penalty: 4942.316406
	Iteration 44Q: 3 clusters Score -1930519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1930528.375000 Penalty: 4942.316406
	Iteration 45Q: 3 clusters Score -1930528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1930534.125000 Penalty: 4942.316406
	Iteration 46Q: 3 clusters Score -1930534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1930539.000000 Penalty: 4942.316406
	Iteration 47Q: 3 clusters Score -1930539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1930549.500000 Penalty: 4942.316406
	Iteration 48Q: 3 clusters Score -1930550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1930548.250000 Penalty: 4942.316406
	Iteration 49Q: 3 clusters Score -1930548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1930551.625000 Penalty: 4942.316406
	Iteration 50Q: 3 clusters Score -1930552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1930560.000000 Penalty: 4942.316406
	Iteration 51Q: 3 clusters Score -1930560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1930563.625000 Penalty: 4942.316406
	Iteration 52Q: 3 clusters Score -1930564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1930568.875000 Penalty: 4942.316406
	Iteration 53Q: 3 clusters Score -1930569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1930572.625000 Penalty: 4942.316406
	Iteration 54Q: 3 clusters Score -1930573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1930574.625000 Penalty: 4942.316406
	Iteration 55Q: 3 clusters Score -1930575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1930577.625000 Penalty: 4942.316406
	Iteration 56Q: 3 clusters Score -1930578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1930573.875000 Penalty: 4942.316406
	Iteration 57Q: 3 clusters Score -1930574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1930575.375000 Penalty: 4942.316406
	Iteration 58Q: 3 clusters Score -1930575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1930581.500000 Penalty: 4942.316406
	Iteration 59Q: 3 clusters Score -1930582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1930583.375000 Penalty: 4942.316406
	Iteration 60F: 3 clusters Score -1930583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1930586.625000 Penalty: 4942.316406
	Iteration 61Q: 3 clusters Score -1930587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1930587.750000 Penalty: 4942.316406
	Iteration 62Q: 3 clusters Score -1930588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1930586.250000 Penalty: 4942.316406
	Iteration 63Q: 3 clusters Score -1930586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1930589.250000 Penalty: 4942.316406
	Iteration 64Q: 3 clusters Score -1930589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1930590.250000 Penalty: 4942.316406
	Iteration 65Q: 3 clusters Score -1930590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1930594.125000 Penalty: 4942.316406
	Iteration 66Q: 3 clusters Score -1930594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1930594.625000 Penalty: 4942.316406
	Iteration 67Q: 3 clusters Score -1930595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1930596.250000 Penalty: 4942.316406
	Iteration 68Q: 3 clusters Score -1930596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1930599.625000 Penalty: 4942.316406
	Iteration 69Q: 3 clusters Score -1930600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1930600.000000 Penalty: 4942.316406
	Iteration 70Q: 3 clusters Score -1930600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1930602.875000 Penalty: 4942.316406
	Iteration 71Q: 3 clusters Score -1930603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1930600.375000 Penalty: 4942.316406
	Iteration 72Q: 3 clusters Score -1930600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1930601.125000 Penalty: 4942.316406
	Iteration 73Q: 3 clusters Score -1930601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1930601.125000 Penalty: 4942.316406
	Iteration 74F: 3 clusters Score -1930601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Entering Unmasked Estep 
Score: -313330.031250 Penalty: 2014.421753
	Iteration 0F: 2 clusters Score -313330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -309840.531250 Penalty: 4028.843506
	Iteration 0F: 3 clusters Score -309840.5 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -310585.281250 Penalty: 4028.843506
	Iteration 1F: 3 clusters Score -310585.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -310805.343750 Penalty: 4028.843506
	Iteration 2F: 3 clusters Score -310805.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -310942.375000 Penalty: 4028.843506
	Iteration 3F: 3 clusters Score -310942.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -311053.312500 Penalty: 4028.843506
	Iteration 4Q: 3 clusters Score -311053.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -311149.937500 Penalty: 4028.843506
	Iteration 5Q: 3 clusters Score -311149.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -311253.281250 Penalty: 4028.843506
	Iteration 6Q: 3 clusters Score -311253.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -311371.843750 Penalty: 4028.843506
	Iteration 7Q: 3 clusters Score -311371.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -311495.718750 Penalty: 4028.843506
	Iteration 8Q: 3 clusters Score -311495.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -311617.781250 Penalty: 4028.843506
	Iteration 9Q: 3 clusters Score -311617.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -311746.531250 Penalty: 4028.843506
	Iteration 10Q: 3 clusters Score -311746.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -311864.656250 Penalty: 4028.843506
	Iteration 11Q: 3 clusters Score -311864.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -311972.750000 Penalty: 4028.843506
	Iteration 12Q: 3 clusters Score -311972.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -312060.906250 Penalty: 4028.843506
	Iteration 13Q: 3 clusters Score -312060.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -312132.406250 Penalty: 4028.843506
	Iteration 14Q: 3 clusters Score -312132.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -312182.875000 Penalty: 4028.843506
	Iteration 15Q: 3 clusters Score -312182.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -312227.968750 Penalty: 4028.843506
	Iteration 16Q: 3 clusters Score -312228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -312249.875000 Penalty: 4028.843506
	Iteration 17Q: 3 clusters Score -312249.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -312263.031250 Penalty: 4028.843506
	Iteration 18Q: 3 clusters Score -312263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -312273.656250 Penalty: 4028.843506
	Iteration 19Q: 3 clusters Score -312273.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -312290.906250 Penalty: 4028.843506
	Iteration 20F: 3 clusters Score -312290.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -312301.343750 Penalty: 4028.843506
	Iteration 21Q: 3 clusters Score -312301.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -312311.812500 Penalty: 4028.843506
	Iteration 22Q: 3 clusters Score -312311.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -312323.843750 Penalty: 4028.843506
	Iteration 23Q: 3 clusters Score -312323.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -312332.687500 Penalty: 4028.843506
	Iteration 24Q: 3 clusters Score -312332.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -312342.906250 Penalty: 4028.843506
	Iteration 25Q: 3 clusters Score -312342.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -312350.468750 Penalty: 4028.843506
	Iteration 26Q: 3 clusters Score -312350.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -312363.750000 Penalty: 4028.843506
	Iteration 27Q: 3 clusters Score -312363.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -312378.031250 Penalty: 4028.843506
	Iteration 28Q: 3 clusters Score -312378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -312395.312500 Penalty: 4028.843506
	Iteration 29Q: 3 clusters Score -312395.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -312405.593750 Penalty: 4028.843506
	Iteration 30Q: 3 clusters Score -312405.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -312410.875000 Penalty: 4028.843506
	Iteration 31Q: 3 clusters Score -312410.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -312418.125000 Penalty: 4028.843506
	Iteration 32Q: 3 clusters Score -312418.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -312426.062500 Penalty: 4028.843506
	Iteration 33Q: 3 clusters Score -312426.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -312433.500000 Penalty: 4028.843506
	Iteration 34Q: 3 clusters Score -312433.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -312439.625000 Penalty: 4028.843506
	Iteration 35Q: 3 clusters Score -312439.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -312444.437500 Penalty: 4028.843506
	Iteration 36Q: 3 clusters Score -312444.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -312451.656250 Penalty: 4028.843506
	Iteration 37Q: 3 clusters Score -312451.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -312454.312500 Penalty: 4028.843506
	Iteration 38Q: 3 clusters Score -312454.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -312455.093750 Penalty: 4028.843506
	Iteration 39Q: 3 clusters Score -312455.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -312457.343750 Penalty: 4028.843506
	Iteration 40F: 3 clusters Score -312457.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -312459.093750 Penalty: 4028.843506
	Iteration 41Q: 3 clusters Score -312459.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -312460.531250 Penalty: 4028.843506
	Iteration 42Q: 3 clusters Score -312460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -312461.000000 Penalty: 4028.843506
	Iteration 43Q: 3 clusters Score -312461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -312461.625000 Penalty: 4028.843506
	Iteration 44Q: 3 clusters Score -312461.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -312461.625000 Penalty: 4028.843506
	Iteration 45F: 3 clusters Score -312461.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Entering Unmasked Estep 
Score: -956273.375000 Penalty: 2288.076660
	Iteration 0F: 2 clusters Score -956273.4 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 5110 members 
Entering Unmasked Estep 
Score: -948508.000000 Penalty: 4576.153320
	Iteration 0F: 3 clusters Score -948508 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -950770.125000 Penalty: 4576.153320
	Iteration 1F: 3 clusters Score -950770.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -951135.562500 Penalty: 4576.153320
	Iteration 2F: 3 clusters Score -951135.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -951436.000000 Penalty: 4576.153320
	Iteration 3F: 3 clusters Score -951436 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -951700.812500 Penalty: 4576.153320
	Iteration 4F: 3 clusters Score -951700.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -951958.625000 Penalty: 4576.153320
	Iteration 5Q: 3 clusters Score -951958.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -952278.875000 Penalty: 4576.153320
	Iteration 6Q: 3 clusters Score -952278.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -952699.125000 Penalty: 4576.153320
	Iteration 7F: 3 clusters Score -952699.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -953260.750000 Penalty: 4576.153320
	Iteration 8F: 3 clusters Score -953260.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -954028.312500 Penalty: 4576.153320
	Iteration 9F: 3 clusters Score -954028.3 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -954903.750000 Penalty: 4576.153320
	Iteration 10F: 3 clusters Score -954903.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -955669.500000 Penalty: 4576.153320
	Iteration 11F: 3 clusters Score -955669.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -956022.625000 Penalty: 4576.153320
	Iteration 12Q: 3 clusters Score -956022.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -956155.875000 Penalty: 4576.153320
	Iteration 13Q: 3 clusters Score -956155.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -956214.812500 Penalty: 4576.153320
	Iteration 14Q: 3 clusters Score -956214.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -956241.562500 Penalty: 4576.153320
	Iteration 15Q: 3 clusters Score -956241.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -956261.625000 Penalty: 4576.153320
	Iteration 16Q: 3 clusters Score -956261.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -956269.000000 Penalty: 4576.153320
	Iteration 17Q: 3 clusters Score -956269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -956272.375000 Penalty: 4576.153320
	Iteration 18Q: 3 clusters Score -956272.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -956270.625000 Penalty: 4576.153320
	Iteration 19Q: 3 clusters Score -956270.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -956276.000000 Penalty: 4576.153320
	Iteration 20F: 3 clusters Score -956276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -956275.875000 Penalty: 4576.153320
	Iteration 21Q: 3 clusters Score -956275.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -956274.500000 Penalty: 4576.153320
	Iteration 22Q: 3 clusters Score -956274.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -956274.875000 Penalty: 4576.153320
	Iteration 23Q: 3 clusters Score -956274.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -956275.312500 Penalty: 4576.153320
	Iteration 24Q: 3 clusters Score -956275.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -956275.312500 Penalty: 4576.153320
	Iteration 25F: 3 clusters Score -956275.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 14002 members 
Mstep: Class 4 contains 8741 members 
Mstep: Class 5 contains 22442 members 
Mstep: Class 6 contains 140975 members 
Mstep: Class 7 contains 64702 members 
Mstep: Class 8 contains 10266 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 3370 members 
Mstep: Class 11 contains 3664 members 
Mstep: Class 12 contains 24614 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 30116 members 
Mstep: Class 15 contains 219203 members 
Mstep: Class 16 contains 304958 members 
Mstep: Class 17 contains 26250 members 
Mstep: Class 18 contains 225132 members 
Mstep: Class 19 contains 100884 members 
Mstep: Class 20 contains 12092 members 
Mstep: Class 21 contains 225081 members 
Mstep: Class 22 contains 37535 members 
Mstep: Class 23 contains 16254 members 
Mstep: Class 24 contains 5600 members 
Mstep: Class 25 contains 22632 members 
Mstep: Class 26 contains 11751 members 
Mstep: Class 27 contains 13517 members 
Mstep: Class 28 contains 12652 members 
Mstep: Class 29 contains 11065 members 
Mstep: Class 30 contains 5160 members 
Mstep: Class 31 contains 8610 members 
Mstep: Class 32 contains 15061 members 
Mstep: Class 33 contains 4700 members 
Mstep: Class 34 contains 6066 members 
Mstep: Class 35 contains 4865 members 
Mstep: Class 36 contains 11191 members 
Mstep: Class 37 contains 6495 members 
Entering Unmasked Estep 
Score: -157701200.000000 Penalty: 131487.906250
Splitting cluster 11 changes total score from -157702096.000000 to -157701200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (24614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Entering Unmasked Estep 
Score: -2408294.000000 Penalty: 2507.545410
	Iteration 0F: 2 clusters Score -2408294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2391249.250000 Penalty: 5015.090820
	Iteration 0F: 3 clusters Score -2391249 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2397182.250000 Penalty: 5015.090820
	Iteration 1F: 3 clusters Score -2397182 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2397637.250000 Penalty: 5015.090820
	Iteration 2F: 3 clusters Score -2397637 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2398024.500000 Penalty: 5015.090820
	Iteration 3Q: 3 clusters Score -2398024 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2398382.500000 Penalty: 5015.090820
	Iteration 4Q: 3 clusters Score -2398382 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2398796.250000 Penalty: 5015.090820
	Iteration 5Q: 3 clusters Score -2398796 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2399268.750000 Penalty: 5015.090820
	Iteration 6Q: 3 clusters Score -2399269 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2399838.750000 Penalty: 5015.090820
	Iteration 7Q: 3 clusters Score -2399839 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2400576.500000 Penalty: 5015.090820
	Iteration 8Q: 3 clusters Score -2400576 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2401457.250000 Penalty: 5015.090820
	Iteration 9F: 3 clusters Score -2401457 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2402432.250000 Penalty: 5015.090820
	Iteration 10F: 3 clusters Score -2402432 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2403378.250000 Penalty: 5015.090820
	Iteration 11Q: 3 clusters Score -2403378 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2404221.750000 Penalty: 5015.090820
	Iteration 12Q: 3 clusters Score -2404222 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2404924.500000 Penalty: 5015.090820
	Iteration 13Q: 3 clusters Score -2404924 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2405381.750000 Penalty: 5015.090820
	Iteration 14Q: 3 clusters Score -2405382 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2405664.750000 Penalty: 5015.090820
	Iteration 15Q: 3 clusters Score -2405665 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2405832.750000 Penalty: 5015.090820
	Iteration 16Q: 3 clusters Score -2405833 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2405927.500000 Penalty: 5015.090820
	Iteration 17Q: 3 clusters Score -2405928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2405987.000000 Penalty: 5015.090820
	Iteration 18Q: 3 clusters Score -2405987 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2406035.750000 Penalty: 5015.090820
	Iteration 19Q: 3 clusters Score -2406036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2406063.500000 Penalty: 5015.090820
	Iteration 20F: 3 clusters Score -2406064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2406089.000000 Penalty: 5015.090820
	Iteration 21Q: 3 clusters Score -2406089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2406098.750000 Penalty: 5015.090820
	Iteration 22Q: 3 clusters Score -2406099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2406106.250000 Penalty: 5015.090820
	Iteration 23Q: 3 clusters Score -2406106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2406128.000000 Penalty: 5015.090820
	Iteration 24Q: 3 clusters Score -2406128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2406132.250000 Penalty: 5015.090820
	Iteration 25Q: 3 clusters Score -2406132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2406137.250000 Penalty: 5015.090820
	Iteration 26Q: 3 clusters Score -2406137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2406143.500000 Penalty: 5015.090820
	Iteration 27Q: 3 clusters Score -2406144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2406150.500000 Penalty: 5015.090820
	Iteration 28Q: 3 clusters Score -2406150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2406155.250000 Penalty: 5015.090820
	Iteration 29Q: 3 clusters Score -2406155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2406159.750000 Penalty: 5015.090820
	Iteration 30Q: 3 clusters Score -2406160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2406159.750000 Penalty: 5015.090820
	Iteration 31F: 3 clusters Score -2406160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Entering Unmasked Estep 
Score: -255223.984375 Penalty: 1956.771606
	Iteration 0F: 2 clusters Score -255224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -252146.046875 Penalty: 3913.543213
	Iteration 0F: 3 clusters Score -252146 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -252758.625000 Penalty: 3913.543213
	Iteration 1F: 3 clusters Score -252758.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -252926.921875 Penalty: 3913.543213
	Iteration 2F: 3 clusters Score -252926.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -253017.140625 Penalty: 3913.543213
	Iteration 3Q: 3 clusters Score -253017.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -253075.171875 Penalty: 3913.543213
	Iteration 4Q: 3 clusters Score -253075.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -253125.859375 Penalty: 3913.543213
	Iteration 5Q: 3 clusters Score -253125.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -253162.250000 Penalty: 3913.543213
	Iteration 6Q: 3 clusters Score -253162.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -253196.640625 Penalty: 3913.543213
	Iteration 7Q: 3 clusters Score -253196.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -253223.718750 Penalty: 3913.543213
	Iteration 8Q: 3 clusters Score -253223.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -253241.093750 Penalty: 3913.543213
	Iteration 9Q: 3 clusters Score -253241.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -253250.703125 Penalty: 3913.543213
	Iteration 10Q: 3 clusters Score -253250.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -253257.765625 Penalty: 3913.543213
	Iteration 11Q: 3 clusters Score -253257.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -253263.390625 Penalty: 3913.543213
	Iteration 12Q: 3 clusters Score -253263.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -253269.296875 Penalty: 3913.543213
	Iteration 13Q: 3 clusters Score -253269.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -253274.593750 Penalty: 3913.543213
	Iteration 14Q: 3 clusters Score -253274.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -253277.750000 Penalty: 3913.543213
	Iteration 15Q: 3 clusters Score -253277.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -253279.546875 Penalty: 3913.543213
	Iteration 16Q: 3 clusters Score -253279.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -253280.203125 Penalty: 3913.543213
	Iteration 17Q: 3 clusters Score -253280.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -253281.500000 Penalty: 3913.543213
	Iteration 18Q: 3 clusters Score -253281.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -253282.640625 Penalty: 3913.543213
	Iteration 19Q: 3 clusters Score -253282.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -253283.406250 Penalty: 3913.543213
	Iteration 20F: 3 clusters Score -253283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -253284.062500 Penalty: 3913.543213
	Iteration 21Q: 3 clusters Score -253284.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -253286.250000 Penalty: 3913.543213
	Iteration 22Q: 3 clusters Score -253286.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -253290.218750 Penalty: 3913.543213
	Iteration 23Q: 3 clusters Score -253290.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -253292.968750 Penalty: 3913.543213
	Iteration 24Q: 3 clusters Score -253293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -253293.921875 Penalty: 3913.543213
	Iteration 25Q: 3 clusters Score -253293.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -253295.312500 Penalty: 3913.543213
	Iteration 26Q: 3 clusters Score -253295.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -253295.796875 Penalty: 3913.543213
	Iteration 27Q: 3 clusters Score -253295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -253295.843750 Penalty: 3913.543213
	Iteration 28Q: 3 clusters Score -253295.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -253295.843750 Penalty: 3913.543213
	Iteration 29F: 3 clusters Score -253295.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Entering Unmasked Estep 
Score: -2879145.000000 Penalty: 2557.577393
	Iteration 0F: 2 clusters Score -2879145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2858510.750000 Penalty: 5115.154785
	Iteration 0F: 3 clusters Score -2858511 nChanged 13541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2866068.250000 Penalty: 5115.154785
	Iteration 1F: 3 clusters Score -2866068 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2866781.500000 Penalty: 5115.154785
	Iteration 2F: 3 clusters Score -2866782 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2867828.250000 Penalty: 5115.154785
	Iteration 3F: 3 clusters Score -2867828 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2869557.000000 Penalty: 5115.154785
	Iteration 4F: 3 clusters Score -2869557 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2872206.750000 Penalty: 5115.154785
	Iteration 5F: 3 clusters Score -2872207 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2875409.250000 Penalty: 5115.154785
	Iteration 6F: 3 clusters Score -2875409 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2877950.500000 Penalty: 5115.154785
	Iteration 7F: 3 clusters Score -2877950 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2879652.250000 Penalty: 5115.154785
	Iteration 8F: 3 clusters Score -2879652 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2880612.250000 Penalty: 5115.154785
	Iteration 9Q: 3 clusters Score -2880612 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2881162.000000 Penalty: 5115.154785
	Iteration 10Q: 3 clusters Score -2881162 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2881605.500000 Penalty: 5115.154785
	Iteration 11Q: 3 clusters Score -2881606 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2881983.000000 Penalty: 5115.154785
	Iteration 12Q: 3 clusters Score -2881983 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2882203.750000 Penalty: 5115.154785
	Iteration 13Q: 3 clusters Score -2882204 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2882331.250000 Penalty: 5115.154785
	Iteration 14Q: 3 clusters Score -2882331 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2882387.500000 Penalty: 5115.154785
	Iteration 15Q: 3 clusters Score -2882388 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2882427.500000 Penalty: 5115.154785
	Iteration 16Q: 3 clusters Score -2882428 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2882472.000000 Penalty: 5115.154785
	Iteration 17Q: 3 clusters Score -2882472 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2882474.250000 Penalty: 5115.154785
	Iteration 18Q: 3 clusters Score -2882474 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2882482.750000 Penalty: 5115.154785
	Iteration 19Q: 3 clusters Score -2882483 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2882489.250000 Penalty: 5115.154785
	Iteration 20F: 3 clusters Score -2882489 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2882495.750000 Penalty: 5115.154785
	Iteration 21Q: 3 clusters Score -2882496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2882490.250000 Penalty: 5115.154785
	Iteration 22Q: 3 clusters Score -2882490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2882505.000000 Penalty: 5115.154785
	Iteration 23Q: 3 clusters Score -2882505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2882506.250000 Penalty: 5115.154785
	Iteration 24Q: 3 clusters Score -2882506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2882509.000000 Penalty: 5115.154785
	Iteration 25Q: 3 clusters Score -2882509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2882508.500000 Penalty: 5115.154785
	Iteration 26Q: 3 clusters Score -2882508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2882509.500000 Penalty: 5115.154785
	Iteration 27Q: 3 clusters Score -2882510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2882511.500000 Penalty: 5115.154785
	Iteration 28Q: 3 clusters Score -2882512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2882510.500000 Penalty: 5115.154785
	Iteration 29Q: 3 clusters Score -2882510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2882510.000000 Penalty: 5115.154785
	Iteration 30Q: 3 clusters Score -2882510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2882509.250000 Penalty: 5115.154785
	Iteration 31Q: 3 clusters Score -2882509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2882509.250000 Penalty: 5115.154785
	Iteration 32F: 3 clusters Score -2882509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 14002 members 
Mstep: Class 4 contains 8741 members 
Mstep: Class 5 contains 22442 members 
Mstep: Class 6 contains 140975 members 
Mstep: Class 7 contains 64702 members 
Mstep: Class 8 contains 10266 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 3370 members 
Mstep: Class 11 contains 10159 members 
Mstep: Class 12 contains 24614 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 23490 members 
Mstep: Class 15 contains 219203 members 
Mstep: Class 16 contains 304958 members 
Mstep: Class 17 contains 26250 members 
Mstep: Class 18 contains 225132 members 
Mstep: Class 19 contains 100884 members 
Mstep: Class 20 contains 12092 members 
Mstep: Class 21 contains 225081 members 
Mstep: Class 22 contains 37535 members 
Mstep: Class 23 contains 16254 members 
Mstep: Class 24 contains 5600 members 
Mstep: Class 25 contains 22632 members 
Mstep: Class 26 contains 11751 members 
Mstep: Class 27 contains 13517 members 
Mstep: Class 28 contains 12652 members 
Mstep: Class 29 contains 11065 members 
Mstep: Class 30 contains 5160 members 
Mstep: Class 31 contains 8610 members 
Mstep: Class 32 contains 15061 members 
Mstep: Class 33 contains 4700 members 
Mstep: Class 34 contains 6066 members 
Mstep: Class 35 contains 4865 members 
Mstep: Class 36 contains 11191 members 
Mstep: Class 37 contains 6626 members 
Entering Unmasked Estep 
Score: -157704624.000000 Penalty: 131487.906250
Splitting cluster 14 changes total score from -157702096.000000 to -157704624.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 15 (219203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219203 members 
Entering Unmasked Estep 
Score: -21454264.000000 Penalty: 3049.842773
	Iteration 0F: 2 clusters Score -2.145426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109639 members 
Mstep: Class 2 contains 109564 members 
Entering Unmasked Estep 
Score: -21310120.000000 Penalty: 6099.685547
	Iteration 0F: 3 clusters Score -2.131012e+07 nChanged 105583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109560 members 
Mstep: Class 2 contains 109643 members 
Entering Unmasked Estep 
Score: -21370688.000000 Penalty: 6099.685547
	Iteration 1F: 3 clusters Score -2.137069e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108719 members 
Mstep: Class 2 contains 110484 members 
Entering Unmasked Estep 
Score: -21371806.000000 Penalty: 6099.685547
	Iteration 2Q: 3 clusters Score -2.137181e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107152 members 
Mstep: Class 2 contains 112051 members 
Entering Unmasked Estep 
Score: -21373034.000000 Penalty: 6099.685547
	Iteration 3Q: 3 clusters Score -2.137303e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104590 members 
Mstep: Class 2 contains 114613 members 
Entering Unmasked Estep 
Score: -21374668.000000 Penalty: 6099.685547
	Iteration 4Q: 3 clusters Score -2.137467e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 118747 members 
Entering Unmasked Estep 
Score: -21377080.000000 Penalty: 6099.685547
	Iteration 5Q: 3 clusters Score -2.137708e+07 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94277 members 
Mstep: Class 2 contains 124926 members 
Entering Unmasked Estep 
Score: -21381590.000000 Penalty: 6099.685547
	Iteration 6Q: 3 clusters Score -2.138159e+07 nChanged 12820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85805 members 
Mstep: Class 2 contains 133398 members 
Entering Unmasked Estep 
Score: -21388414.000000 Penalty: 6099.685547
	Iteration 7F: 3 clusters Score -2.138841e+07 nChanged 15180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75075 members 
Mstep: Class 2 contains 144128 members 
Entering Unmasked Estep 
Score: -21397472.000000 Penalty: 6099.685547
	Iteration 8F: 3 clusters Score -2.139747e+07 nChanged 15669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 156103 members 
Entering Unmasked Estep 
Score: -21407674.000000 Penalty: 6099.685547
	Iteration 9F: 3 clusters Score -2.140767e+07 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 167985 members 
Entering Unmasked Estep 
Score: -21416472.000000 Penalty: 6099.685547
	Iteration 10F: 3 clusters Score -2.141647e+07 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 179173 members 
Entering Unmasked Estep 
Score: -21423976.000000 Penalty: 6099.685547
	Iteration 11F: 3 clusters Score -2.142398e+07 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 189570 members 
Entering Unmasked Estep 
Score: -21430774.000000 Penalty: 6099.685547
	Iteration 12Q: 3 clusters Score -2.143077e+07 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 198795 members 
Entering Unmasked Estep 
Score: -21437218.000000 Penalty: 6099.685547
	Iteration 13Q: 3 clusters Score -2.143722e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 206461 members 
Entering Unmasked Estep 
Score: -21442810.000000 Penalty: 6099.685547
	Iteration 14Q: 3 clusters Score -2.144281e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 211868 members 
Entering Unmasked Estep 
Score: -21446844.000000 Penalty: 6099.685547
	Iteration 15Q: 3 clusters Score -2.144684e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 215136 members 
Entering Unmasked Estep 
Score: -21449176.000000 Penalty: 6099.685547
	Iteration 16Q: 3 clusters Score -2.144918e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 216903 members 
Entering Unmasked Estep 
Score: -21450588.000000 Penalty: 6099.685547
	Iteration 17Q: 3 clusters Score -2.145059e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 217714 members 
Entering Unmasked Estep 
Score: -21451412.000000 Penalty: 6099.685547
	Iteration 18Q: 3 clusters Score -2.145141e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 217995 members 
Entering Unmasked Estep 
Score: -21451752.000000 Penalty: 6099.685547
	Iteration 19Q: 3 clusters Score -2.145175e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 218089 members 
Entering Unmasked Estep 
Score: -21451944.000000 Penalty: 6099.685547
	Iteration 20F: 3 clusters Score -2.145194e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 218103 members 
Entering Unmasked Estep 
Score: -21452064.000000 Penalty: 6099.685547
	Iteration 21Q: 3 clusters Score -2.145206e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 218084 members 
Entering Unmasked Estep 
Score: -21452178.000000 Penalty: 6099.685547
	Iteration 22Q: 3 clusters Score -2.145218e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 218069 members 
Entering Unmasked Estep 
Score: -21452194.000000 Penalty: 6099.685547
	Iteration 23Q: 3 clusters Score -2.145219e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 218054 members 
Entering Unmasked Estep 
Score: -21452218.000000 Penalty: 6099.685547
	Iteration 24Q: 3 clusters Score -2.145222e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 218038 members 
Entering Unmasked Estep 
Score: -21452240.000000 Penalty: 6099.685547
	Iteration 25Q: 3 clusters Score -2.145224e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 218025 members 
Entering Unmasked Estep 
Score: -21452242.000000 Penalty: 6099.685547
	Iteration 26Q: 3 clusters Score -2.145224e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 217999 members 
Entering Unmasked Estep 
Score: -21452272.000000 Penalty: 6099.685547
	Iteration 27Q: 3 clusters Score -2.145227e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 217976 members 
Entering Unmasked Estep 
Score: -21452296.000000 Penalty: 6099.685547
	Iteration 28Q: 3 clusters Score -2.14523e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 217956 members 
Entering Unmasked Estep 
Score: -21452346.000000 Penalty: 6099.685547
	Iteration 29Q: 3 clusters Score -2.145235e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 217948 members 
Entering Unmasked Estep 
Score: -21452348.000000 Penalty: 6099.685547
	Iteration 30Q: 3 clusters Score -2.145235e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 217942 members 
Entering Unmasked Estep 
Score: -21452340.000000 Penalty: 6099.685547
	Iteration 31Q: 3 clusters Score -2.145234e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 217937 members 
Entering Unmasked Estep 
Score: -21452332.000000 Penalty: 6099.685547
	Iteration 32Q: 3 clusters Score -2.145233e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 217922 members 
Entering Unmasked Estep 
Score: -21452364.000000 Penalty: 6099.685547
	Iteration 33Q: 3 clusters Score -2.145236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 217916 members 
Entering Unmasked Estep 
Score: -21452372.000000 Penalty: 6099.685547
	Iteration 34Q: 3 clusters Score -2.145237e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 217908 members 
Entering Unmasked Estep 
Score: -21452366.000000 Penalty: 6099.685547
	Iteration 35Q: 3 clusters Score -2.145237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 217897 members 
Entering Unmasked Estep 
Score: -21452368.000000 Penalty: 6099.685547
	Iteration 36Q: 3 clusters Score -2.145237e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 217894 members 
Entering Unmasked Estep 
Score: -21452368.000000 Penalty: 6099.685547
	Iteration 37Q: 3 clusters Score -2.145237e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 217885 members 
Entering Unmasked Estep 
Score: -21452402.000000 Penalty: 6099.685547
	Iteration 38Q: 3 clusters Score -2.14524e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 217868 members 
Entering Unmasked Estep 
Score: -21452392.000000 Penalty: 6099.685547
	Iteration 39Q: 3 clusters Score -2.145239e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 217857 members 
Entering Unmasked Estep 
Score: -21452404.000000 Penalty: 6099.685547
	Iteration 40F: 3 clusters Score -2.14524e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 217848 members 
Entering Unmasked Estep 
Score: -21452406.000000 Penalty: 6099.685547
	Iteration 41Q: 3 clusters Score -2.145241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 217845 members 
Entering Unmasked Estep 
Score: -21452440.000000 Penalty: 6099.685547
	Iteration 42Q: 3 clusters Score -2.145244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 217839 members 
Entering Unmasked Estep 
Score: -21452434.000000 Penalty: 6099.685547
	Iteration 43Q: 3 clusters Score -2.145243e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 217834 members 
Entering Unmasked Estep 
Score: -21452444.000000 Penalty: 6099.685547
	Iteration 44Q: 3 clusters Score -2.145244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 217827 members 
Entering Unmasked Estep 
Score: -21452462.000000 Penalty: 6099.685547
	Iteration 45Q: 3 clusters Score -2.145246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 217819 members 
Entering Unmasked Estep 
Score: -21452480.000000 Penalty: 6099.685547
	Iteration 46Q: 3 clusters Score -2.145248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 217810 members 
Entering Unmasked Estep 
Score: -21452488.000000 Penalty: 6099.685547
	Iteration 47Q: 3 clusters Score -2.145249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 217806 members 
Entering Unmasked Estep 
Score: -21452492.000000 Penalty: 6099.685547
	Iteration 48Q: 3 clusters Score -2.145249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 217804 members 
Entering Unmasked Estep 
Score: -21452504.000000 Penalty: 6099.685547
	Iteration 49Q: 3 clusters Score -2.14525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 217795 members 
Entering Unmasked Estep 
Score: -21452486.000000 Penalty: 6099.685547
	Iteration 50Q: 3 clusters Score -2.145249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 217791 members 
Entering Unmasked Estep 
Score: -21452488.000000 Penalty: 6099.685547
	Iteration 51Q: 3 clusters Score -2.145249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 217787 members 
Entering Unmasked Estep 
Score: -21452492.000000 Penalty: 6099.685547
	Iteration 52Q: 3 clusters Score -2.145249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 217787 members 
Entering Unmasked Estep 
Score: -21452494.000000 Penalty: 6099.685547
	Iteration 53Q: 3 clusters Score -2.145249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 217783 members 
Entering Unmasked Estep 
Score: -21452478.000000 Penalty: 6099.685547
	Iteration 54Q: 3 clusters Score -2.145248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 217784 members 
Entering Unmasked Estep 
Score: -21452488.000000 Penalty: 6099.685547
	Iteration 55Q: 3 clusters Score -2.145249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 217781 members 
Entering Unmasked Estep 
Score: -21452522.000000 Penalty: 6099.685547
	Iteration 56Q: 3 clusters Score -2.145252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 217779 members 
Entering Unmasked Estep 
Score: -21452506.000000 Penalty: 6099.685547
	Iteration 57Q: 3 clusters Score -2.145251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 217777 members 
Entering Unmasked Estep 
Score: -21452498.000000 Penalty: 6099.685547
	Iteration 58Q: 3 clusters Score -2.14525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 217776 members 
Entering Unmasked Estep 
Score: -21452496.000000 Penalty: 6099.685547
	Iteration 59Q: 3 clusters Score -2.14525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 217776 members 
Entering Unmasked Estep 
Score: -21452502.000000 Penalty: 6099.685547
	Iteration 60F: 3 clusters Score -2.14525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 217775 members 
Entering Unmasked Estep 
Score: -21452510.000000 Penalty: 6099.685547
	Iteration 61Q: 3 clusters Score -2.145251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 217773 members 
Entering Unmasked Estep 
Score: -21452496.000000 Penalty: 6099.685547
	Iteration 62Q: 3 clusters Score -2.14525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 217773 members 
Entering Unmasked Estep 
Score: -21452502.000000 Penalty: 6099.685547
	Iteration 63Q: 3 clusters Score -2.14525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 217772 members 
Entering Unmasked Estep 
Score: -21452498.000000 Penalty: 6099.685547
	Iteration 64Q: 3 clusters Score -2.14525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 217769 members 
Entering Unmasked Estep 
Score: -21452500.000000 Penalty: 6099.685547
	Iteration 65Q: 3 clusters Score -2.14525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 217769 members 
Entering Unmasked Estep 
Score: -21452500.000000 Penalty: 6099.685547
	Iteration 66F: 3 clusters Score -2.14525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (304958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304958 members 
Entering Unmasked Estep 
Score: -29879716.000000 Penalty: 3131.726562
	Iteration 0F: 2 clusters Score -2.987972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152423 members 
Mstep: Class 2 contains 152535 members 
Entering Unmasked Estep 
Score: -29684884.000000 Penalty: 6263.453125
	Iteration 0F: 3 clusters Score -2.968488e+07 nChanged 148106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148117 members 
Mstep: Class 2 contains 156841 members 
Entering Unmasked Estep 
Score: -29772504.000000 Penalty: 6263.453125
	Iteration 1F: 3 clusters Score -2.97725e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144611 members 
Mstep: Class 2 contains 160347 members 
Entering Unmasked Estep 
Score: -29774678.000000 Penalty: 6263.453125
	Iteration 2Q: 3 clusters Score -2.977468e+07 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139055 members 
Mstep: Class 2 contains 165903 members 
Entering Unmasked Estep 
Score: -29777492.000000 Penalty: 6263.453125
	Iteration 3Q: 3 clusters Score -2.977749e+07 nChanged 12990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130613 members 
Mstep: Class 2 contains 174345 members 
Entering Unmasked Estep 
Score: -29782094.000000 Penalty: 6263.453125
	Iteration 4Q: 3 clusters Score -2.978209e+07 nChanged 16506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118633 members 
Mstep: Class 2 contains 186325 members 
Entering Unmasked Estep 
Score: -29789562.000000 Penalty: 6263.453125
	Iteration 5F: 3 clusters Score -2.978956e+07 nChanged 20123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102612 members 
Mstep: Class 2 contains 202346 members 
Entering Unmasked Estep 
Score: -29799948.000000 Penalty: 6263.453125
	Iteration 6F: 3 clusters Score -2.979995e+07 nChanged 22318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83712 members 
Mstep: Class 2 contains 221246 members 
Entering Unmasked Estep 
Score: -29812620.000000 Penalty: 6263.453125
	Iteration 7F: 3 clusters Score -2.981262e+07 nChanged 22123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 241161 members 
Entering Unmasked Estep 
Score: -29826414.000000 Penalty: 6263.453125
	Iteration 8F: 3 clusters Score -2.982641e+07 nChanged 19342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 259681 members 
Entering Unmasked Estep 
Score: -29839848.000000 Penalty: 6263.453125
	Iteration 9F: 3 clusters Score -2.983985e+07 nChanged 16011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 275518 members 
Entering Unmasked Estep 
Score: -29852422.000000 Penalty: 6263.453125
	Iteration 10F: 3 clusters Score -2.985242e+07 nChanged 12308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 287798 members 
Entering Unmasked Estep 
Score: -29863184.000000 Penalty: 6263.453125
	Iteration 11Q: 3 clusters Score -2.986318e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 296035 members 
Entering Unmasked Estep 
Score: -29870186.000000 Penalty: 6263.453125
	Iteration 12Q: 3 clusters Score -2.987019e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 300677 members 
Entering Unmasked Estep 
Score: -29874272.000000 Penalty: 6263.453125
	Iteration 13Q: 3 clusters Score -2.987427e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 302830 members 
Entering Unmasked Estep 
Score: -29875988.000000 Penalty: 6263.453125
	Iteration 14Q: 3 clusters Score -2.987599e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 303680 members 
Entering Unmasked Estep 
Score: -29876682.000000 Penalty: 6263.453125
	Iteration 15Q: 3 clusters Score -2.987668e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 303995 members 
Entering Unmasked Estep 
Score: -29876906.000000 Penalty: 6263.453125
	Iteration 16Q: 3 clusters Score -2.987691e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 304121 members 
Entering Unmasked Estep 
Score: -29876992.000000 Penalty: 6263.453125
	Iteration 17Q: 3 clusters Score -2.987699e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 304198 members 
Entering Unmasked Estep 
Score: -29877104.000000 Penalty: 6263.453125
	Iteration 18Q: 3 clusters Score -2.98771e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 304244 members 
Entering Unmasked Estep 
Score: -29877170.000000 Penalty: 6263.453125
	Iteration 19Q: 3 clusters Score -2.987717e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 304283 members 
Entering Unmasked Estep 
Score: -29877196.000000 Penalty: 6263.453125
	Iteration 20F: 3 clusters Score -2.98772e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 304303 members 
Entering Unmasked Estep 
Score: -29877208.000000 Penalty: 6263.453125
	Iteration 21Q: 3 clusters Score -2.987721e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 304306 members 
Entering Unmasked Estep 
Score: -29877242.000000 Penalty: 6263.453125
	Iteration 22Q: 3 clusters Score -2.987724e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 304309 members 
Entering Unmasked Estep 
Score: -29877260.000000 Penalty: 6263.453125
	Iteration 23Q: 3 clusters Score -2.987726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 304315 members 
Entering Unmasked Estep 
Score: -29877278.000000 Penalty: 6263.453125
	Iteration 24Q: 3 clusters Score -2.987728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 304319 members 
Entering Unmasked Estep 
Score: -29877318.000000 Penalty: 6263.453125
	Iteration 25Q: 3 clusters Score -2.987732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 304318 members 
Entering Unmasked Estep 
Score: -29877316.000000 Penalty: 6263.453125
	Iteration 26Q: 3 clusters Score -2.987732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 304315 members 
Entering Unmasked Estep 
Score: -29877324.000000 Penalty: 6263.453125
	Iteration 27Q: 3 clusters Score -2.987732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 304322 members 
Entering Unmasked Estep 
Score: -29877348.000000 Penalty: 6263.453125
	Iteration 28Q: 3 clusters Score -2.987735e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 304328 members 
Entering Unmasked Estep 
Score: -29877370.000000 Penalty: 6263.453125
	Iteration 29Q: 3 clusters Score -2.987737e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 304331 members 
Entering Unmasked Estep 
Score: -29877402.000000 Penalty: 6263.453125
	Iteration 30Q: 3 clusters Score -2.98774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 304333 members 
Entering Unmasked Estep 
Score: -29877390.000000 Penalty: 6263.453125
	Iteration 31Q: 3 clusters Score -2.987739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 304333 members 
Entering Unmasked Estep 
Score: -29877392.000000 Penalty: 6263.453125
	Iteration 32Q: 3 clusters Score -2.987739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 304334 members 
Entering Unmasked Estep 
Score: -29877390.000000 Penalty: 6263.453125
	Iteration 33Q: 3 clusters Score -2.987739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 304334 members 
Entering Unmasked Estep 
Score: -29877388.000000 Penalty: 6263.453125
	Iteration 34Q: 3 clusters Score -2.987739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 304336 members 
Entering Unmasked Estep 
Score: -29877384.000000 Penalty: 6263.453125
	Iteration 35Q: 3 clusters Score -2.987738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 304336 members 
Entering Unmasked Estep 
Score: -29877384.000000 Penalty: 6263.453125
	Iteration 36Q: 3 clusters Score -2.987738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 304335 members 
Entering Unmasked Estep 
Score: -29877376.000000 Penalty: 6263.453125
	Iteration 37Q: 3 clusters Score -2.987738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 304333 members 
Entering Unmasked Estep 
Score: -29877372.000000 Penalty: 6263.453125
	Iteration 38Q: 3 clusters Score -2.987737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 304332 members 
Entering Unmasked Estep 
Score: -29877372.000000 Penalty: 6263.453125
	Iteration 39Q: 3 clusters Score -2.987737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 304331 members 
Entering Unmasked Estep 
Score: -29877360.000000 Penalty: 6263.453125
	Iteration 40F: 3 clusters Score -2.987736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 304332 members 
Entering Unmasked Estep 
Score: -29877370.000000 Penalty: 6263.453125
	Iteration 41Q: 3 clusters Score -2.987737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 304333 members 
Entering Unmasked Estep 
Score: -29877372.000000 Penalty: 6263.453125
	Iteration 42Q: 3 clusters Score -2.987737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 304333 members 
Entering Unmasked Estep 
Score: -29877372.000000 Penalty: 6263.453125
	Iteration 43F: 3 clusters Score -2.987737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Entering Unmasked Estep 
Score: -2573717.000000 Penalty: 2523.504639
	Iteration 0F: 2 clusters Score -2573717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2555604.000000 Penalty: 5047.009277
	Iteration 0F: 3 clusters Score -2555604 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2561830.000000 Penalty: 5047.009277
	Iteration 1F: 3 clusters Score -2561830 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2562293.500000 Penalty: 5047.009277
	Iteration 2F: 3 clusters Score -2562294 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2562704.000000 Penalty: 5047.009277
	Iteration 3Q: 3 clusters Score -2562704 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2563075.500000 Penalty: 5047.009277
	Iteration 4Q: 3 clusters Score -2563076 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2563431.500000 Penalty: 5047.009277
	Iteration 5Q: 3 clusters Score -2563432 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2563813.750000 Penalty: 5047.009277
	Iteration 6Q: 3 clusters Score -2563814 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2564242.000000 Penalty: 5047.009277
	Iteration 7Q: 3 clusters Score -2564242 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2564730.750000 Penalty: 5047.009277
	Iteration 8Q: 3 clusters Score -2564731 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2565265.000000 Penalty: 5047.009277
	Iteration 9Q: 3 clusters Score -2565265 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2565826.000000 Penalty: 5047.009277
	Iteration 10Q: 3 clusters Score -2565826 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2566496.000000 Penalty: 5047.009277
	Iteration 11Q: 3 clusters Score -2566496 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2567156.000000 Penalty: 5047.009277
	Iteration 12Q: 3 clusters Score -2567156 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2567860.000000 Penalty: 5047.009277
	Iteration 13Q: 3 clusters Score -2567860 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2568553.250000 Penalty: 5047.009277
	Iteration 14Q: 3 clusters Score -2568553 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2569036.250000 Penalty: 5047.009277
	Iteration 15Q: 3 clusters Score -2569036 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2569359.750000 Penalty: 5047.009277
	Iteration 16Q: 3 clusters Score -2569360 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2569548.500000 Penalty: 5047.009277
	Iteration 17Q: 3 clusters Score -2569548 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2569664.500000 Penalty: 5047.009277
	Iteration 18Q: 3 clusters Score -2569664 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2569754.250000 Penalty: 5047.009277
	Iteration 19Q: 3 clusters Score -2569754 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2569838.250000 Penalty: 5047.009277
	Iteration 20F: 3 clusters Score -2569838 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2569917.500000 Penalty: 5047.009277
	Iteration 21Q: 3 clusters Score -2569918 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2569978.250000 Penalty: 5047.009277
	Iteration 22Q: 3 clusters Score -2569978 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2570046.250000 Penalty: 5047.009277
	Iteration 23Q: 3 clusters Score -2570046 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2570100.500000 Penalty: 5047.009277
	Iteration 24Q: 3 clusters Score -2570100 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2570177.000000 Penalty: 5047.009277
	Iteration 25Q: 3 clusters Score -2570177 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -2570250.000000 Penalty: 5047.009277
	Iteration 26Q: 3 clusters Score -2570250 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -2570292.500000 Penalty: 5047.009277
	Iteration 27Q: 3 clusters Score -2570292 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -2570349.750000 Penalty: 5047.009277
	Iteration 28Q: 3 clusters Score -2570350 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -2570410.750000 Penalty: 5047.009277
	Iteration 29Q: 3 clusters Score -2570411 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2570494.500000 Penalty: 5047.009277
	Iteration 30Q: 3 clusters Score -2570494 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2570590.000000 Penalty: 5047.009277
	Iteration 31Q: 3 clusters Score -2570590 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -2570686.750000 Penalty: 5047.009277
	Iteration 32Q: 3 clusters Score -2570687 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -2570772.000000 Penalty: 5047.009277
	Iteration 33Q: 3 clusters Score -2570772 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2570857.750000 Penalty: 5047.009277
	Iteration 34Q: 3 clusters Score -2570858 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -2570940.000000 Penalty: 5047.009277
	Iteration 35Q: 3 clusters Score -2570940 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -2571027.500000 Penalty: 5047.009277
	Iteration 36Q: 3 clusters Score -2571028 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -2571117.500000 Penalty: 5047.009277
	Iteration 37Q: 3 clusters Score -2571118 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -2571175.750000 Penalty: 5047.009277
	Iteration 38Q: 3 clusters Score -2571176 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -2571226.000000 Penalty: 5047.009277
	Iteration 39Q: 3 clusters Score -2571226 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -2571270.750000 Penalty: 5047.009277
	Iteration 40F: 3 clusters Score -2571271 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -2571342.500000 Penalty: 5047.009277
	Iteration 41Q: 3 clusters Score -2571342 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -2571387.500000 Penalty: 5047.009277
	Iteration 42Q: 3 clusters Score -2571388 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2571453.000000 Penalty: 5047.009277
	Iteration 43Q: 3 clusters Score -2571453 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -2571516.750000 Penalty: 5047.009277
	Iteration 44Q: 3 clusters Score -2571517 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -2571555.750000 Penalty: 5047.009277
	Iteration 45Q: 3 clusters Score -2571556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -2571597.000000 Penalty: 5047.009277
	Iteration 46Q: 3 clusters Score -2571597 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -2571623.750000 Penalty: 5047.009277
	Iteration 47Q: 3 clusters Score -2571624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -2571648.250000 Penalty: 5047.009277
	Iteration 48Q: 3 clusters Score -2571648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -2571677.500000 Penalty: 5047.009277
	Iteration 49Q: 3 clusters Score -2571678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -2571698.750000 Penalty: 5047.009277
	Iteration 50Q: 3 clusters Score -2571699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -2571723.250000 Penalty: 5047.009277
	Iteration 51Q: 3 clusters Score -2571723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -2571743.000000 Penalty: 5047.009277
	Iteration 52Q: 3 clusters Score -2571743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -2571755.000000 Penalty: 5047.009277
	Iteration 53Q: 3 clusters Score -2571755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -2571769.500000 Penalty: 5047.009277
	Iteration 54Q: 3 clusters Score -2571770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -2571780.250000 Penalty: 5047.009277
	Iteration 55Q: 3 clusters Score -2571780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -2571791.750000 Penalty: 5047.009277
	Iteration 56Q: 3 clusters Score -2571792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -2571804.750000 Penalty: 5047.009277
	Iteration 57Q: 3 clusters Score -2571805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -2571815.250000 Penalty: 5047.009277
	Iteration 58Q: 3 clusters Score -2571815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -2571816.500000 Penalty: 5047.009277
	Iteration 59Q: 3 clusters Score -2571816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -2571824.750000 Penalty: 5047.009277
	Iteration 60F: 3 clusters Score -2571825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -2571831.000000 Penalty: 5047.009277
	Iteration 61Q: 3 clusters Score -2571831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -2571832.000000 Penalty: 5047.009277
	Iteration 62Q: 3 clusters Score -2571832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -2571838.250000 Penalty: 5047.009277
	Iteration 63Q: 3 clusters Score -2571838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -2571844.000000 Penalty: 5047.009277
	Iteration 64Q: 3 clusters Score -2571844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -2571847.750000 Penalty: 5047.009277
	Iteration 65Q: 3 clusters Score -2571848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -2571853.250000 Penalty: 5047.009277
	Iteration 66Q: 3 clusters Score -2571853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -2571856.500000 Penalty: 5047.009277
	Iteration 67Q: 3 clusters Score -2571856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -2571858.500000 Penalty: 5047.009277
	Iteration 68Q: 3 clusters Score -2571858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -2571863.000000 Penalty: 5047.009277
	Iteration 69Q: 3 clusters Score -2571863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -2571865.750000 Penalty: 5047.009277
	Iteration 70Q: 3 clusters Score -2571866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -2571866.250000 Penalty: 5047.009277
	Iteration 71Q: 3 clusters Score -2571866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -2571867.750000 Penalty: 5047.009277
	Iteration 72Q: 3 clusters Score -2571868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -2571870.750000 Penalty: 5047.009277
	Iteration 73Q: 3 clusters Score -2571871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -2571877.000000 Penalty: 5047.009277
	Iteration 74Q: 3 clusters Score -2571877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -2571876.750000 Penalty: 5047.009277
	Iteration 75Q: 3 clusters Score -2571877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2571878.750000 Penalty: 5047.009277
	Iteration 76Q: 3 clusters Score -2571879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2571876.750000 Penalty: 5047.009277
	Iteration 77Q: 3 clusters Score -2571877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2571876.750000 Penalty: 5047.009277
	Iteration 78F: 3 clusters Score -2571877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (225132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225132 members 
Entering Unmasked Estep 
Score: -22182328.000000 Penalty: 3056.461670
	Iteration 0F: 2 clusters Score -2.218233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112833 members 
Mstep: Class 2 contains 112299 members 
Entering Unmasked Estep 
Score: -22031578.000000 Penalty: 6112.923340
	Iteration 0F: 3 clusters Score -2.203158e+07 nChanged 108355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117132 members 
Mstep: Class 2 contains 108000 members 
Entering Unmasked Estep 
Score: -22095478.000000 Penalty: 6112.923340
	Iteration 1F: 3 clusters Score -2.209548e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120234 members 
Mstep: Class 2 contains 104898 members 
Entering Unmasked Estep 
Score: -22096794.000000 Penalty: 6112.923340
	Iteration 2Q: 3 clusters Score -2.209679e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125213 members 
Mstep: Class 2 contains 99919 members 
Entering Unmasked Estep 
Score: -22098868.000000 Penalty: 6112.923340
	Iteration 3Q: 3 clusters Score -2.209887e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133143 members 
Mstep: Class 2 contains 91989 members 
Entering Unmasked Estep 
Score: -22103292.000000 Penalty: 6112.923340
	Iteration 4Q: 3 clusters Score -2.210329e+07 nChanged 13655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144862 members 
Mstep: Class 2 contains 80270 members 
Entering Unmasked Estep 
Score: -22111108.000000 Penalty: 6112.923340
	Iteration 5F: 3 clusters Score -2.211111e+07 nChanged 17041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160451 members 
Mstep: Class 2 contains 64681 members 
Entering Unmasked Estep 
Score: -22123284.000000 Penalty: 6112.923340
	Iteration 6F: 3 clusters Score -2.212328e+07 nChanged 18630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178205 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -22138548.000000 Penalty: 6112.923340
	Iteration 7F: 3 clusters Score -2.213855e+07 nChanged 16865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194666 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -22153476.000000 Penalty: 6112.923340
	Iteration 8F: 3 clusters Score -2.215348e+07 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207300 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -22164724.000000 Penalty: 6112.923340
	Iteration 9F: 3 clusters Score -2.216472e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215550 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -22171896.000000 Penalty: 6112.923340
	Iteration 10Q: 3 clusters Score -2.21719e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220236 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -22176160.000000 Penalty: 6112.923340
	Iteration 11Q: 3 clusters Score -2.217616e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222439 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -22178150.000000 Penalty: 6112.923340
	Iteration 12Q: 3 clusters Score -2.217815e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223400 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -22178854.000000 Penalty: 6112.923340
	Iteration 13Q: 3 clusters Score -2.217885e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223817 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -22179226.000000 Penalty: 6112.923340
	Iteration 14Q: 3 clusters Score -2.217923e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224015 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -22179406.000000 Penalty: 6112.923340
	Iteration 15Q: 3 clusters Score -2.217941e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224106 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -22179548.000000 Penalty: 6112.923340
	Iteration 16Q: 3 clusters Score -2.217955e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224179 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -22179612.000000 Penalty: 6112.923340
	Iteration 17Q: 3 clusters Score -2.217961e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224241 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -22179716.000000 Penalty: 6112.923340
	Iteration 18Q: 3 clusters Score -2.217972e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224277 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -22179782.000000 Penalty: 6112.923340
	Iteration 19Q: 3 clusters Score -2.217978e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224312 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -22179830.000000 Penalty: 6112.923340
	Iteration 20F: 3 clusters Score -2.217983e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224333 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -22179864.000000 Penalty: 6112.923340
	Iteration 21Q: 3 clusters Score -2.217986e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224356 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -22179908.000000 Penalty: 6112.923340
	Iteration 22Q: 3 clusters Score -2.217991e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224369 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -22179952.000000 Penalty: 6112.923340
	Iteration 23Q: 3 clusters Score -2.217995e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224380 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -22179994.000000 Penalty: 6112.923340
	Iteration 24Q: 3 clusters Score -2.217999e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224381 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -22180016.000000 Penalty: 6112.923340
	Iteration 25Q: 3 clusters Score -2.218002e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224384 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -22180036.000000 Penalty: 6112.923340
	Iteration 26Q: 3 clusters Score -2.218004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224387 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -22180034.000000 Penalty: 6112.923340
	Iteration 27Q: 3 clusters Score -2.218003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224387 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -22180024.000000 Penalty: 6112.923340
	Iteration 28Q: 3 clusters Score -2.218002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224392 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -22180028.000000 Penalty: 6112.923340
	Iteration 29Q: 3 clusters Score -2.218003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224392 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -22180014.000000 Penalty: 6112.923340
	Iteration 30Q: 3 clusters Score -2.218001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224392 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -22180030.000000 Penalty: 6112.923340
	Iteration 31Q: 3 clusters Score -2.218003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224390 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -22180032.000000 Penalty: 6112.923340
	Iteration 32Q: 3 clusters Score -2.218003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224388 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -22180032.000000 Penalty: 6112.923340
	Iteration 33Q: 3 clusters Score -2.218003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224390 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -22180040.000000 Penalty: 6112.923340
	Iteration 34Q: 3 clusters Score -2.218004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224392 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -22180038.000000 Penalty: 6112.923340
	Iteration 35Q: 3 clusters Score -2.218004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224392 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -22180040.000000 Penalty: 6112.923340
	Iteration 36Q: 3 clusters Score -2.218004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224392 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -22180040.000000 Penalty: 6112.923340
	Iteration 37F: 3 clusters Score -2.218004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (100884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100884 members 
Entering Unmasked Estep 
Score: -9953149.000000 Penalty: 2857.388184
	Iteration 0F: 2 clusters Score -9953149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -9885578.000000 Penalty: 5714.776367
	Iteration 0F: 3 clusters Score -9885578 nChanged 47690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -9912780.000000 Penalty: 5714.776367
	Iteration 1F: 3 clusters Score -9912780 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -9913537.000000 Penalty: 5714.776367
	Iteration 2Q: 3 clusters Score -9913537 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -9914623.000000 Penalty: 5714.776367
	Iteration 3Q: 3 clusters Score -9914623 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -9915851.000000 Penalty: 5714.776367
	Iteration 4Q: 3 clusters Score -9915851 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -9917516.000000 Penalty: 5714.776367
	Iteration 5Q: 3 clusters Score -9917516 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -9919454.000000 Penalty: 5714.776367
	Iteration 6Q: 3 clusters Score -9919454 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -9921992.000000 Penalty: 5714.776367
	Iteration 7F: 3 clusters Score -9921992 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -9925102.000000 Penalty: 5714.776367
	Iteration 8F: 3 clusters Score -9925102 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 71453 members 
Entering Unmasked Estep 
Score: -9928437.000000 Penalty: 5714.776367
	Iteration 9F: 3 clusters Score -9928437 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 76841 members 
Entering Unmasked Estep 
Score: -9932038.000000 Penalty: 5714.776367
	Iteration 10F: 3 clusters Score -9932038 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 82240 members 
Entering Unmasked Estep 
Score: -9935746.000000 Penalty: 5714.776367
	Iteration 11F: 3 clusters Score -9935746 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 87305 members 
Entering Unmasked Estep 
Score: -9939508.000000 Penalty: 5714.776367
	Iteration 12F: 3 clusters Score -9939508 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 91732 members 
Entering Unmasked Estep 
Score: -9943091.000000 Penalty: 5714.776367
	Iteration 13Q: 3 clusters Score -9943091 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 95258 members 
Entering Unmasked Estep 
Score: -9946050.000000 Penalty: 5714.776367
	Iteration 14Q: 3 clusters Score -9946050 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 97668 members 
Entering Unmasked Estep 
Score: -9948106.000000 Penalty: 5714.776367
	Iteration 15Q: 3 clusters Score -9948106 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 99123 members 
Entering Unmasked Estep 
Score: -9949356.000000 Penalty: 5714.776367
	Iteration 16Q: 3 clusters Score -9949356 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -9949951.000000 Penalty: 5714.776367
	Iteration 17Q: 3 clusters Score -9949951 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 100186 members 
Entering Unmasked Estep 
Score: -9950238.000000 Penalty: 5714.776367
	Iteration 18Q: 3 clusters Score -9950238 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 100349 members 
Entering Unmasked Estep 
Score: -9950404.000000 Penalty: 5714.776367
	Iteration 19Q: 3 clusters Score -9950404 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 100426 members 
Entering Unmasked Estep 
Score: -9950479.000000 Penalty: 5714.776367
	Iteration 20F: 3 clusters Score -9950479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 100467 members 
Entering Unmasked Estep 
Score: -9950548.000000 Penalty: 5714.776367
	Iteration 21Q: 3 clusters Score -9950548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 100493 members 
Entering Unmasked Estep 
Score: -9950596.000000 Penalty: 5714.776367
	Iteration 22Q: 3 clusters Score -9950596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 100510 members 
Entering Unmasked Estep 
Score: -9950629.000000 Penalty: 5714.776367
	Iteration 23Q: 3 clusters Score -9950629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 100519 members 
Entering Unmasked Estep 
Score: -9950647.000000 Penalty: 5714.776367
	Iteration 24Q: 3 clusters Score -9950647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 100518 members 
Entering Unmasked Estep 
Score: -9950651.000000 Penalty: 5714.776367
	Iteration 25Q: 3 clusters Score -9950651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 100521 members 
Entering Unmasked Estep 
Score: -9950652.000000 Penalty: 5714.776367
	Iteration 26Q: 3 clusters Score -9950652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 100524 members 
Entering Unmasked Estep 
Score: -9950655.000000 Penalty: 5714.776367
	Iteration 27Q: 3 clusters Score -9950655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 100525 members 
Entering Unmasked Estep 
Score: -9950656.000000 Penalty: 5714.776367
	Iteration 28Q: 3 clusters Score -9950656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -9950663.000000 Penalty: 5714.776367
	Iteration 29Q: 3 clusters Score -9950663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 100524 members 
Entering Unmasked Estep 
Score: -9950662.000000 Penalty: 5714.776367
	Iteration 30Q: 3 clusters Score -9950662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 100524 members 
Entering Unmasked Estep 
Score: -9950664.000000 Penalty: 5714.776367
	Iteration 31Q: 3 clusters Score -9950664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 100528 members 
Entering Unmasked Estep 
Score: -9950663.000000 Penalty: 5714.776367
	Iteration 32Q: 3 clusters Score -9950663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 100531 members 
Entering Unmasked Estep 
Score: -9950662.000000 Penalty: 5714.776367
	Iteration 33Q: 3 clusters Score -9950662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 100535 members 
Entering Unmasked Estep 
Score: -9950666.000000 Penalty: 5714.776367
	Iteration 34Q: 3 clusters Score -9950666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 100536 members 
Entering Unmasked Estep 
Score: -9950674.000000 Penalty: 5714.776367
	Iteration 35Q: 3 clusters Score -9950674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 100539 members 
Entering Unmasked Estep 
Score: -9950684.000000 Penalty: 5714.776367
	Iteration 36Q: 3 clusters Score -9950684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 100539 members 
Entering Unmasked Estep 
Score: -9950698.000000 Penalty: 5714.776367
	Iteration 37Q: 3 clusters Score -9950698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 100543 members 
Entering Unmasked Estep 
Score: -9950698.000000 Penalty: 5714.776367
	Iteration 38Q: 3 clusters Score -9950698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 100542 members 
Entering Unmasked Estep 
Score: -9950704.000000 Penalty: 5714.776367
	Iteration 39Q: 3 clusters Score -9950704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 100542 members 
Entering Unmasked Estep 
Score: -9950704.000000 Penalty: 5714.776367
	Iteration 40F: 3 clusters Score -9950704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Entering Unmasked Estep 
Score: -1125705.750000 Penalty: 2331.274170
	Iteration 0F: 2 clusters Score -1125706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1116689.250000 Penalty: 4662.548340
	Iteration 0F: 3 clusters Score -1116689 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1119467.250000 Penalty: 4662.548340
	Iteration 1F: 3 clusters Score -1119467 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1119799.250000 Penalty: 4662.548340
	Iteration 2F: 3 clusters Score -1119799 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1120063.875000 Penalty: 4662.548340
	Iteration 3F: 3 clusters Score -1120064 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1120291.375000 Penalty: 4662.548340
	Iteration 4Q: 3 clusters Score -1120291 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1120500.125000 Penalty: 4662.548340
	Iteration 5Q: 3 clusters Score -1120500 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1120673.000000 Penalty: 4662.548340
	Iteration 6Q: 3 clusters Score -1120673 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1120824.250000 Penalty: 4662.548340
	Iteration 7Q: 3 clusters Score -1120824 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1120977.625000 Penalty: 4662.548340
	Iteration 8Q: 3 clusters Score -1120978 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1121148.250000 Penalty: 4662.548340
	Iteration 9Q: 3 clusters Score -1121148 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1121339.125000 Penalty: 4662.548340
	Iteration 10Q: 3 clusters Score -1121339 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1121538.250000 Penalty: 4662.548340
	Iteration 11Q: 3 clusters Score -1121538 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1121759.000000 Penalty: 4662.548340
	Iteration 12Q: 3 clusters Score -1121759 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1122017.000000 Penalty: 4662.548340
	Iteration 13Q: 3 clusters Score -1122017 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1122318.750000 Penalty: 4662.548340
	Iteration 14Q: 3 clusters Score -1122319 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1122621.375000 Penalty: 4662.548340
	Iteration 15Q: 3 clusters Score -1122621 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1122883.125000 Penalty: 4662.548340
	Iteration 16Q: 3 clusters Score -1122883 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1123115.000000 Penalty: 4662.548340
	Iteration 17Q: 3 clusters Score -1123115 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1123301.375000 Penalty: 4662.548340
	Iteration 18Q: 3 clusters Score -1123301 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1123433.000000 Penalty: 4662.548340
	Iteration 19Q: 3 clusters Score -1123433 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1123524.500000 Penalty: 4662.548340
	Iteration 20F: 3 clusters Score -1123524 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1123582.250000 Penalty: 4662.548340
	Iteration 21Q: 3 clusters Score -1123582 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1123616.500000 Penalty: 4662.548340
	Iteration 22Q: 3 clusters Score -1123616 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1123637.125000 Penalty: 4662.548340
	Iteration 23Q: 3 clusters Score -1123637 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1123660.125000 Penalty: 4662.548340
	Iteration 24Q: 3 clusters Score -1123660 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1123676.500000 Penalty: 4662.548340
	Iteration 25Q: 3 clusters Score -1123676 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1123687.000000 Penalty: 4662.548340
	Iteration 26Q: 3 clusters Score -1123687 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1123703.125000 Penalty: 4662.548340
	Iteration 27Q: 3 clusters Score -1123703 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1123717.125000 Penalty: 4662.548340
	Iteration 28Q: 3 clusters Score -1123717 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1123728.750000 Penalty: 4662.548340
	Iteration 29Q: 3 clusters Score -1123729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1123734.125000 Penalty: 4662.548340
	Iteration 30Q: 3 clusters Score -1123734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1123742.625000 Penalty: 4662.548340
	Iteration 31Q: 3 clusters Score -1123743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1123750.625000 Penalty: 4662.548340
	Iteration 32Q: 3 clusters Score -1123751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1123759.625000 Penalty: 4662.548340
	Iteration 33Q: 3 clusters Score -1123760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1123765.750000 Penalty: 4662.548340
	Iteration 34Q: 3 clusters Score -1123766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1123776.125000 Penalty: 4662.548340
	Iteration 35Q: 3 clusters Score -1123776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1123779.250000 Penalty: 4662.548340
	Iteration 36Q: 3 clusters Score -1123779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1123791.875000 Penalty: 4662.548340
	Iteration 37Q: 3 clusters Score -1123792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1123797.375000 Penalty: 4662.548340
	Iteration 38Q: 3 clusters Score -1123797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1123806.875000 Penalty: 4662.548340
	Iteration 39Q: 3 clusters Score -1123807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1123817.000000 Penalty: 4662.548340
	Iteration 40F: 3 clusters Score -1123817 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1123825.750000 Penalty: 4662.548340
	Iteration 41Q: 3 clusters Score -1123826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1123832.875000 Penalty: 4662.548340
	Iteration 42Q: 3 clusters Score -1123833 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1123841.625000 Penalty: 4662.548340
	Iteration 43Q: 3 clusters Score -1123842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1123851.125000 Penalty: 4662.548340
	Iteration 44Q: 3 clusters Score -1123851 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1123855.125000 Penalty: 4662.548340
	Iteration 45Q: 3 clusters Score -1123855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1123863.000000 Penalty: 4662.548340
	Iteration 46Q: 3 clusters Score -1123863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1123866.375000 Penalty: 4662.548340
	Iteration 47Q: 3 clusters Score -1123866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1123867.500000 Penalty: 4662.548340
	Iteration 48Q: 3 clusters Score -1123868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1123870.625000 Penalty: 4662.548340
	Iteration 49Q: 3 clusters Score -1123871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1123874.625000 Penalty: 4662.548340
	Iteration 50Q: 3 clusters Score -1123875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1123876.125000 Penalty: 4662.548340
	Iteration 51Q: 3 clusters Score -1123876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1123876.750000 Penalty: 4662.548340
	Iteration 52Q: 3 clusters Score -1123877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1123879.250000 Penalty: 4662.548340
	Iteration 53Q: 3 clusters Score -1123879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1123884.500000 Penalty: 4662.548340
	Iteration 54Q: 3 clusters Score -1123884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1123882.625000 Penalty: 4662.548340
	Iteration 55Q: 3 clusters Score -1123883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1123882.250000 Penalty: 4662.548340
	Iteration 56Q: 3 clusters Score -1123882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1123884.125000 Penalty: 4662.548340
	Iteration 57Q: 3 clusters Score -1123884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1123884.625000 Penalty: 4662.548340
	Iteration 58Q: 3 clusters Score -1123885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1123884.000000 Penalty: 4662.548340
	Iteration 59Q: 3 clusters Score -1123884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1123884.000000 Penalty: 4662.548340
	Iteration 60F: 3 clusters Score -1123884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (225081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225081 members 
Entering Unmasked Estep 
Score: -22124956.000000 Penalty: 3056.405518
	Iteration 0F: 2 clusters Score -2.212496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112498 members 
Mstep: Class 2 contains 112583 members 
Entering Unmasked Estep 
Score: -21975822.000000 Penalty: 6112.811035
	Iteration 0F: 3 clusters Score -2.197582e+07 nChanged 108357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111149 members 
Mstep: Class 2 contains 113932 members 
Entering Unmasked Estep 
Score: -22039618.000000 Penalty: 6112.811035
	Iteration 1F: 3 clusters Score -2.203962e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 115005 members 
Entering Unmasked Estep 
Score: -22040908.000000 Penalty: 6112.811035
	Iteration 2Q: 3 clusters Score -2.204091e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108331 members 
Mstep: Class 2 contains 116750 members 
Entering Unmasked Estep 
Score: -22042542.000000 Penalty: 6112.811035
	Iteration 3Q: 3 clusters Score -2.204254e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105313 members 
Mstep: Class 2 contains 119768 members 
Entering Unmasked Estep 
Score: -22045034.000000 Penalty: 6112.811035
	Iteration 4Q: 3 clusters Score -2.204503e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Mstep: Class 2 contains 124492 members 
Entering Unmasked Estep 
Score: -22048964.000000 Penalty: 6112.811035
	Iteration 5Q: 3 clusters Score -2.204896e+07 nChanged 12237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93572 members 
Mstep: Class 2 contains 131509 members 
Entering Unmasked Estep 
Score: -22054694.000000 Penalty: 6112.811035
	Iteration 6F: 3 clusters Score -2.205469e+07 nChanged 14171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 140906 members 
Entering Unmasked Estep 
Score: -22062500.000000 Penalty: 6112.811035
	Iteration 7F: 3 clusters Score -2.20625e+07 nChanged 15003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72874 members 
Mstep: Class 2 contains 152207 members 
Entering Unmasked Estep 
Score: -22071392.000000 Penalty: 6112.811035
	Iteration 8F: 3 clusters Score -2.207139e+07 nChanged 14442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 164435 members 
Entering Unmasked Estep 
Score: -22079996.000000 Penalty: 6112.811035
	Iteration 9F: 3 clusters Score -2.208e+07 nChanged 13105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 176626 members 
Entering Unmasked Estep 
Score: -22088262.000000 Penalty: 6112.811035
	Iteration 10F: 3 clusters Score -2.208826e+07 nChanged 11814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 188270 members 
Entering Unmasked Estep 
Score: -22095668.000000 Penalty: 6112.811035
	Iteration 11F: 3 clusters Score -2.209567e+07 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 198944 members 
Entering Unmasked Estep 
Score: -22102802.000000 Penalty: 6112.811035
	Iteration 12Q: 3 clusters Score -2.21028e+07 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 208232 members 
Entering Unmasked Estep 
Score: -22109672.000000 Penalty: 6112.811035
	Iteration 13Q: 3 clusters Score -2.210967e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 215234 members 
Entering Unmasked Estep 
Score: -22115194.000000 Penalty: 6112.811035
	Iteration 14Q: 3 clusters Score -2.211519e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 219689 members 
Entering Unmasked Estep 
Score: -22118736.000000 Penalty: 6112.811035
	Iteration 15Q: 3 clusters Score -2.211874e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 222104 members 
Entering Unmasked Estep 
Score: -22120456.000000 Penalty: 6112.811035
	Iteration 16Q: 3 clusters Score -2.212046e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 223255 members 
Entering Unmasked Estep 
Score: -22121288.000000 Penalty: 6112.811035
	Iteration 17Q: 3 clusters Score -2.212129e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 223778 members 
Entering Unmasked Estep 
Score: -22121740.000000 Penalty: 6112.811035
	Iteration 18Q: 3 clusters Score -2.212174e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 224031 members 
Entering Unmasked Estep 
Score: -22121982.000000 Penalty: 6112.811035
	Iteration 19Q: 3 clusters Score -2.212198e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 224168 members 
Entering Unmasked Estep 
Score: -22122126.000000 Penalty: 6112.811035
	Iteration 20F: 3 clusters Score -2.212213e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 224243 members 
Entering Unmasked Estep 
Score: -22122200.000000 Penalty: 6112.811035
	Iteration 21Q: 3 clusters Score -2.21222e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 224290 members 
Entering Unmasked Estep 
Score: -22122288.000000 Penalty: 6112.811035
	Iteration 22Q: 3 clusters Score -2.212229e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 224316 members 
Entering Unmasked Estep 
Score: -22122346.000000 Penalty: 6112.811035
	Iteration 23Q: 3 clusters Score -2.212235e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 224330 members 
Entering Unmasked Estep 
Score: -22122382.000000 Penalty: 6112.811035
	Iteration 24Q: 3 clusters Score -2.212238e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 224350 members 
Entering Unmasked Estep 
Score: -22122406.000000 Penalty: 6112.811035
	Iteration 25Q: 3 clusters Score -2.212241e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 224366 members 
Entering Unmasked Estep 
Score: -22122436.000000 Penalty: 6112.811035
	Iteration 26Q: 3 clusters Score -2.212244e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 224391 members 
Entering Unmasked Estep 
Score: -22122458.000000 Penalty: 6112.811035
	Iteration 27Q: 3 clusters Score -2.212246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 224395 members 
Entering Unmasked Estep 
Score: -22122472.000000 Penalty: 6112.811035
	Iteration 28Q: 3 clusters Score -2.212247e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 224411 members 
Entering Unmasked Estep 
Score: -22122480.000000 Penalty: 6112.811035
	Iteration 29Q: 3 clusters Score -2.212248e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 224419 members 
Entering Unmasked Estep 
Score: -22122496.000000 Penalty: 6112.811035
	Iteration 30Q: 3 clusters Score -2.21225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 224424 members 
Entering Unmasked Estep 
Score: -22122528.000000 Penalty: 6112.811035
	Iteration 31Q: 3 clusters Score -2.212253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 224424 members 
Entering Unmasked Estep 
Score: -22122538.000000 Penalty: 6112.811035
	Iteration 32Q: 3 clusters Score -2.212254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 224432 members 
Entering Unmasked Estep 
Score: -22122526.000000 Penalty: 6112.811035
	Iteration 33Q: 3 clusters Score -2.212253e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 224437 members 
Entering Unmasked Estep 
Score: -22122542.000000 Penalty: 6112.811035
	Iteration 34Q: 3 clusters Score -2.212254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 224436 members 
Entering Unmasked Estep 
Score: -22122556.000000 Penalty: 6112.811035
	Iteration 35Q: 3 clusters Score -2.212256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 224437 members 
Entering Unmasked Estep 
Score: -22122556.000000 Penalty: 6112.811035
	Iteration 36Q: 3 clusters Score -2.212256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 224439 members 
Entering Unmasked Estep 
Score: -22122554.000000 Penalty: 6112.811035
	Iteration 37Q: 3 clusters Score -2.212255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 224440 members 
Entering Unmasked Estep 
Score: -22122566.000000 Penalty: 6112.811035
	Iteration 38Q: 3 clusters Score -2.212257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 224442 members 
Entering Unmasked Estep 
Score: -22122566.000000 Penalty: 6112.811035
	Iteration 39Q: 3 clusters Score -2.212257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 224445 members 
Entering Unmasked Estep 
Score: -22122576.000000 Penalty: 6112.811035
	Iteration 40F: 3 clusters Score -2.212258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 224447 members 
Entering Unmasked Estep 
Score: -22122578.000000 Penalty: 6112.811035
	Iteration 41Q: 3 clusters Score -2.212258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 224447 members 
Entering Unmasked Estep 
Score: -22122578.000000 Penalty: 6112.811035
	Iteration 42F: 3 clusters Score -2.212258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Entering Unmasked Estep 
Score: -3677745.500000 Penalty: 2612.191406
	Iteration 0F: 2 clusters Score -3677746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -3652251.000000 Penalty: 5224.382812
	Iteration 0F: 3 clusters Score -3652251 nChanged 17057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -3661551.250000 Penalty: 5224.382812
	Iteration 1F: 3 clusters Score -3661551 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -3661996.250000 Penalty: 5224.382812
	Iteration 2Q: 3 clusters Score -3661996 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3662381.250000 Penalty: 5224.382812
	Iteration 3Q: 3 clusters Score -3662381 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -3662730.000000 Penalty: 5224.382812
	Iteration 4Q: 3 clusters Score -3662730 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -3663023.000000 Penalty: 5224.382812
	Iteration 5Q: 3 clusters Score -3663023 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -3663284.000000 Penalty: 5224.382812
	Iteration 6Q: 3 clusters Score -3663284 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3663497.000000 Penalty: 5224.382812
	Iteration 7Q: 3 clusters Score -3663497 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -3663729.750000 Penalty: 5224.382812
	Iteration 8Q: 3 clusters Score -3663730 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3664005.750000 Penalty: 5224.382812
	Iteration 9Q: 3 clusters Score -3664006 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3664304.500000 Penalty: 5224.382812
	Iteration 10Q: 3 clusters Score -3664304 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -3664708.250000 Penalty: 5224.382812
	Iteration 11Q: 3 clusters Score -3664708 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3665165.000000 Penalty: 5224.382812
	Iteration 12Q: 3 clusters Score -3665165 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3665836.250000 Penalty: 5224.382812
	Iteration 13Q: 3 clusters Score -3665836 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -3666785.750000 Penalty: 5224.382812
	Iteration 14Q: 3 clusters Score -3666786 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -3668033.500000 Penalty: 5224.382812
	Iteration 15Q: 3 clusters Score -3668034 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -3669441.250000 Penalty: 5224.382812
	Iteration 16F: 3 clusters Score -3669441 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -3670947.250000 Penalty: 5224.382812
	Iteration 17Q: 3 clusters Score -3670947 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -3672196.250000 Penalty: 5224.382812
	Iteration 18Q: 3 clusters Score -3672196 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3673241.500000 Penalty: 5224.382812
	Iteration 19Q: 3 clusters Score -3673242 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3673960.750000 Penalty: 5224.382812
	Iteration 20F: 3 clusters Score -3673961 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3674446.750000 Penalty: 5224.382812
	Iteration 21Q: 3 clusters Score -3674447 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3674777.750000 Penalty: 5224.382812
	Iteration 22Q: 3 clusters Score -3674778 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3675026.750000 Penalty: 5224.382812
	Iteration 23Q: 3 clusters Score -3675027 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3675186.750000 Penalty: 5224.382812
	Iteration 24Q: 3 clusters Score -3675187 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3675282.250000 Penalty: 5224.382812
	Iteration 25Q: 3 clusters Score -3675282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3675337.500000 Penalty: 5224.382812
	Iteration 26Q: 3 clusters Score -3675338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3675369.250000 Penalty: 5224.382812
	Iteration 27Q: 3 clusters Score -3675369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3675396.750000 Penalty: 5224.382812
	Iteration 28Q: 3 clusters Score -3675397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3675408.250000 Penalty: 5224.382812
	Iteration 29Q: 3 clusters Score -3675408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3675409.500000 Penalty: 5224.382812
	Iteration 30Q: 3 clusters Score -3675410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3675421.000000 Penalty: 5224.382812
	Iteration 31Q: 3 clusters Score -3675421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3675424.500000 Penalty: 5224.382812
	Iteration 32Q: 3 clusters Score -3675424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3675439.750000 Penalty: 5224.382812
	Iteration 33Q: 3 clusters Score -3675440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3675443.000000 Penalty: 5224.382812
	Iteration 34Q: 3 clusters Score -3675443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3675446.250000 Penalty: 5224.382812
	Iteration 35Q: 3 clusters Score -3675446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3675450.250000 Penalty: 5224.382812
	Iteration 36Q: 3 clusters Score -3675450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3675452.250000 Penalty: 5224.382812
	Iteration 37Q: 3 clusters Score -3675452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3675455.250000 Penalty: 5224.382812
	Iteration 38Q: 3 clusters Score -3675455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3675459.500000 Penalty: 5224.382812
	Iteration 39Q: 3 clusters Score -3675460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3675459.500000 Penalty: 5224.382812
	Iteration 40F: 3 clusters Score -3675460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Entering Unmasked Estep 
Score: -1547658.250000 Penalty: 2404.631348
	Iteration 0F: 2 clusters Score -1547658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1535944.125000 Penalty: 4809.262695
	Iteration 0F: 3 clusters Score -1535944 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1539833.625000 Penalty: 4809.262695
	Iteration 1F: 3 clusters Score -1539834 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1540342.500000 Penalty: 4809.262695
	Iteration 2F: 3 clusters Score -1540342 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1540851.000000 Penalty: 4809.262695
	Iteration 3F: 3 clusters Score -1540851 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1541369.000000 Penalty: 4809.262695
	Iteration 4F: 3 clusters Score -1541369 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1541918.500000 Penalty: 4809.262695
	Iteration 5F: 3 clusters Score -1541918 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1542517.625000 Penalty: 4809.262695
	Iteration 6F: 3 clusters Score -1542518 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1543139.375000 Penalty: 4809.262695
	Iteration 7F: 3 clusters Score -1543139 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1543790.000000 Penalty: 4809.262695
	Iteration 8F: 3 clusters Score -1543790 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1544388.000000 Penalty: 4809.262695
	Iteration 9Q: 3 clusters Score -1544388 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1544895.625000 Penalty: 4809.262695
	Iteration 10Q: 3 clusters Score -1544896 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1545316.750000 Penalty: 4809.262695
	Iteration 11Q: 3 clusters Score -1545317 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1545691.625000 Penalty: 4809.262695
	Iteration 12Q: 3 clusters Score -1545692 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1546066.500000 Penalty: 4809.262695
	Iteration 13Q: 3 clusters Score -1546066 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1546365.875000 Penalty: 4809.262695
	Iteration 14Q: 3 clusters Score -1546366 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1546541.375000 Penalty: 4809.262695
	Iteration 15Q: 3 clusters Score -1546541 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1546644.375000 Penalty: 4809.262695
	Iteration 16Q: 3 clusters Score -1546644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1546687.500000 Penalty: 4809.262695
	Iteration 17Q: 3 clusters Score -1546688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1546711.625000 Penalty: 4809.262695
	Iteration 18Q: 3 clusters Score -1546712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1546733.500000 Penalty: 4809.262695
	Iteration 19Q: 3 clusters Score -1546734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1546740.375000 Penalty: 4809.262695
	Iteration 20F: 3 clusters Score -1546740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1546749.500000 Penalty: 4809.262695
	Iteration 21Q: 3 clusters Score -1546750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1546755.250000 Penalty: 4809.262695
	Iteration 22Q: 3 clusters Score -1546755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1546759.125000 Penalty: 4809.262695
	Iteration 23Q: 3 clusters Score -1546759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1546761.500000 Penalty: 4809.262695
	Iteration 24Q: 3 clusters Score -1546762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1546765.125000 Penalty: 4809.262695
	Iteration 25Q: 3 clusters Score -1546765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1546768.625000 Penalty: 4809.262695
	Iteration 26Q: 3 clusters Score -1546769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1546767.625000 Penalty: 4809.262695
	Iteration 27Q: 3 clusters Score -1546768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1546769.125000 Penalty: 4809.262695
	Iteration 28Q: 3 clusters Score -1546769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1546774.000000 Penalty: 4809.262695
	Iteration 29Q: 3 clusters Score -1546774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1546771.000000 Penalty: 4809.262695
	Iteration 30Q: 3 clusters Score -1546771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1546772.625000 Penalty: 4809.262695
	Iteration 31Q: 3 clusters Score -1546773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1546771.750000 Penalty: 4809.262695
	Iteration 32Q: 3 clusters Score -1546772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1546772.375000 Penalty: 4809.262695
	Iteration 33Q: 3 clusters Score -1546772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1546772.375000 Penalty: 4809.262695
	Iteration 34F: 3 clusters Score -1546772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Entering Unmasked Estep 
Score: -484576.781250 Penalty: 2140.369385
	Iteration 0F: 2 clusters Score -484576.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -479665.375000 Penalty: 4280.738770
	Iteration 0F: 3 clusters Score -479665.4 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -481017.750000 Penalty: 4280.738770
	Iteration 1F: 3 clusters Score -481017.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -481378.375000 Penalty: 4280.738770
	Iteration 2F: 3 clusters Score -481378.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -481616.062500 Penalty: 4280.738770
	Iteration 3F: 3 clusters Score -481616.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -481834.843750 Penalty: 4280.738770
	Iteration 4F: 3 clusters Score -481834.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -482060.812500 Penalty: 4280.738770
	Iteration 5Q: 3 clusters Score -482060.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -482286.968750 Penalty: 4280.738770
	Iteration 6Q: 3 clusters Score -482287 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -482588.093750 Penalty: 4280.738770
	Iteration 7Q: 3 clusters Score -482588.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -482896.312500 Penalty: 4280.738770
	Iteration 8Q: 3 clusters Score -482896.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -483139.000000 Penalty: 4280.738770
	Iteration 9Q: 3 clusters Score -483139 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -483288.250000 Penalty: 4280.738770
	Iteration 10Q: 3 clusters Score -483288.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -483394.031250 Penalty: 4280.738770
	Iteration 11Q: 3 clusters Score -483394 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -483471.281250 Penalty: 4280.738770
	Iteration 12Q: 3 clusters Score -483471.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -483545.562500 Penalty: 4280.738770
	Iteration 13Q: 3 clusters Score -483545.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -483597.343750 Penalty: 4280.738770
	Iteration 14Q: 3 clusters Score -483597.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -483633.531250 Penalty: 4280.738770
	Iteration 15Q: 3 clusters Score -483633.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -483663.000000 Penalty: 4280.738770
	Iteration 16Q: 3 clusters Score -483663 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -483689.593750 Penalty: 4280.738770
	Iteration 17Q: 3 clusters Score -483689.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -483721.656250 Penalty: 4280.738770
	Iteration 18Q: 3 clusters Score -483721.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -483749.375000 Penalty: 4280.738770
	Iteration 19Q: 3 clusters Score -483749.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -483775.125000 Penalty: 4280.738770
	Iteration 20F: 3 clusters Score -483775.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -483797.687500 Penalty: 4280.738770
	Iteration 21Q: 3 clusters Score -483797.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -483814.625000 Penalty: 4280.738770
	Iteration 22Q: 3 clusters Score -483814.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -483825.375000 Penalty: 4280.738770
	Iteration 23Q: 3 clusters Score -483825.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -483831.156250 Penalty: 4280.738770
	Iteration 24Q: 3 clusters Score -483831.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -483835.843750 Penalty: 4280.738770
	Iteration 25Q: 3 clusters Score -483835.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -483842.031250 Penalty: 4280.738770
	Iteration 26Q: 3 clusters Score -483842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -483846.875000 Penalty: 4280.738770
	Iteration 27Q: 3 clusters Score -483846.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -483854.031250 Penalty: 4280.738770
	Iteration 28Q: 3 clusters Score -483854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -483865.031250 Penalty: 4280.738770
	Iteration 29Q: 3 clusters Score -483865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -483874.250000 Penalty: 4280.738770
	Iteration 30Q: 3 clusters Score -483874.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -483887.468750 Penalty: 4280.738770
	Iteration 31Q: 3 clusters Score -483887.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -483900.750000 Penalty: 4280.738770
	Iteration 32Q: 3 clusters Score -483900.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -483910.125000 Penalty: 4280.738770
	Iteration 33Q: 3 clusters Score -483910.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -483922.281250 Penalty: 4280.738770
	Iteration 34Q: 3 clusters Score -483922.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -483935.875000 Penalty: 4280.738770
	Iteration 35Q: 3 clusters Score -483935.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -483944.000000 Penalty: 4280.738770
	Iteration 36Q: 3 clusters Score -483944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -483948.468750 Penalty: 4280.738770
	Iteration 37Q: 3 clusters Score -483948.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -483950.937500 Penalty: 4280.738770
	Iteration 38Q: 3 clusters Score -483950.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -483951.093750 Penalty: 4280.738770
	Iteration 39Q: 3 clusters Score -483951.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -483953.281250 Penalty: 4280.738770
	Iteration 40F: 3 clusters Score -483953.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -483952.625000 Penalty: 4280.738770
	Iteration 41Q: 3 clusters Score -483952.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -483953.937500 Penalty: 4280.738770
	Iteration 42Q: 3 clusters Score -483953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -483954.937500 Penalty: 4280.738770
	Iteration 43Q: 3 clusters Score -483954.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -483954.718750 Penalty: 4280.738770
	Iteration 44Q: 3 clusters Score -483954.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -483954.718750 Penalty: 4280.738770
	Iteration 45F: 3 clusters Score -483954.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Entering Unmasked Estep 
Score: -2024360.000000 Penalty: 2486.725830
	Iteration 0F: 2 clusters Score -2024360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2008695.625000 Penalty: 4973.451660
	Iteration 0F: 3 clusters Score -2008696 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2014255.250000 Penalty: 4973.451660
	Iteration 1F: 3 clusters Score -2014255 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2014751.000000 Penalty: 4973.451660
	Iteration 2F: 3 clusters Score -2014751 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2015203.125000 Penalty: 4973.451660
	Iteration 3Q: 3 clusters Score -2015203 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2015685.375000 Penalty: 4973.451660
	Iteration 4Q: 3 clusters Score -2015685 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2016256.000000 Penalty: 4973.451660
	Iteration 5Q: 3 clusters Score -2016256 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2016910.875000 Penalty: 4973.451660
	Iteration 6Q: 3 clusters Score -2016911 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2017562.125000 Penalty: 4973.451660
	Iteration 7Q: 3 clusters Score -2017562 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2018089.250000 Penalty: 4973.451660
	Iteration 8Q: 3 clusters Score -2018089 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2018466.500000 Penalty: 4973.451660
	Iteration 9Q: 3 clusters Score -2018466 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2018754.500000 Penalty: 4973.451660
	Iteration 10Q: 3 clusters Score -2018754 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2019006.250000 Penalty: 4973.451660
	Iteration 11Q: 3 clusters Score -2019006 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2019204.375000 Penalty: 4973.451660
	Iteration 12Q: 3 clusters Score -2019204 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2019428.750000 Penalty: 4973.451660
	Iteration 13Q: 3 clusters Score -2019429 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2019666.375000 Penalty: 4973.451660
	Iteration 14Q: 3 clusters Score -2019666 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2019939.250000 Penalty: 4973.451660
	Iteration 15Q: 3 clusters Score -2019939 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2020248.875000 Penalty: 4973.451660
	Iteration 16Q: 3 clusters Score -2020249 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2020563.000000 Penalty: 4973.451660
	Iteration 17Q: 3 clusters Score -2020563 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2020870.000000 Penalty: 4973.451660
	Iteration 18Q: 3 clusters Score -2020870 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2021168.375000 Penalty: 4973.451660
	Iteration 19Q: 3 clusters Score -2021168 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2021422.375000 Penalty: 4973.451660
	Iteration 20F: 3 clusters Score -2021422 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2021631.750000 Penalty: 4973.451660
	Iteration 21Q: 3 clusters Score -2021632 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2021816.625000 Penalty: 4973.451660
	Iteration 22Q: 3 clusters Score -2021817 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2021953.625000 Penalty: 4973.451660
	Iteration 23Q: 3 clusters Score -2021954 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2022080.375000 Penalty: 4973.451660
	Iteration 24Q: 3 clusters Score -2022080 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2022200.750000 Penalty: 4973.451660
	Iteration 25Q: 3 clusters Score -2022201 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2022309.000000 Penalty: 4973.451660
	Iteration 26Q: 3 clusters Score -2022309 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2022417.375000 Penalty: 4973.451660
	Iteration 27Q: 3 clusters Score -2022417 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2022492.875000 Penalty: 4973.451660
	Iteration 28Q: 3 clusters Score -2022493 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2022564.625000 Penalty: 4973.451660
	Iteration 29Q: 3 clusters Score -2022565 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2022619.000000 Penalty: 4973.451660
	Iteration 30Q: 3 clusters Score -2022619 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2022666.250000 Penalty: 4973.451660
	Iteration 31Q: 3 clusters Score -2022666 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2022718.500000 Penalty: 4973.451660
	Iteration 32Q: 3 clusters Score -2022718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -2022759.625000 Penalty: 4973.451660
	Iteration 33Q: 3 clusters Score -2022760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2022805.625000 Penalty: 4973.451660
	Iteration 34Q: 3 clusters Score -2022806 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2022853.625000 Penalty: 4973.451660
	Iteration 35Q: 3 clusters Score -2022854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2022878.875000 Penalty: 4973.451660
	Iteration 36Q: 3 clusters Score -2022879 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2022906.375000 Penalty: 4973.451660
	Iteration 37Q: 3 clusters Score -2022906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2022937.125000 Penalty: 4973.451660
	Iteration 38Q: 3 clusters Score -2022937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2022961.250000 Penalty: 4973.451660
	Iteration 39Q: 3 clusters Score -2022961 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2022982.625000 Penalty: 4973.451660
	Iteration 40F: 3 clusters Score -2022983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2023001.375000 Penalty: 4973.451660
	Iteration 41Q: 3 clusters Score -2023001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2023016.875000 Penalty: 4973.451660
	Iteration 42Q: 3 clusters Score -2023017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2023031.625000 Penalty: 4973.451660
	Iteration 43Q: 3 clusters Score -2023032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2023046.000000 Penalty: 4973.451660
	Iteration 44Q: 3 clusters Score -2023046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2023053.875000 Penalty: 4973.451660
	Iteration 45Q: 3 clusters Score -2023054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2023062.625000 Penalty: 4973.451660
	Iteration 46Q: 3 clusters Score -2023063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2023065.125000 Penalty: 4973.451660
	Iteration 47Q: 3 clusters Score -2023065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -2023068.375000 Penalty: 4973.451660
	Iteration 48Q: 3 clusters Score -2023068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2023074.250000 Penalty: 4973.451660
	Iteration 49Q: 3 clusters Score -2023074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2023075.875000 Penalty: 4973.451660
	Iteration 50Q: 3 clusters Score -2023076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2023075.875000 Penalty: 4973.451660
	Iteration 51Q: 3 clusters Score -2023076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2023077.375000 Penalty: 4973.451660
	Iteration 52Q: 3 clusters Score -2023077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2023077.625000 Penalty: 4973.451660
	Iteration 53Q: 3 clusters Score -2023078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2023081.125000 Penalty: 4973.451660
	Iteration 54Q: 3 clusters Score -2023081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2023081.125000 Penalty: 4973.451660
	Iteration 55Q: 3 clusters Score -2023081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2023082.000000 Penalty: 4973.451660
	Iteration 56Q: 3 clusters Score -2023082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2023082.000000 Penalty: 4973.451660
	Iteration 57F: 3 clusters Score -2023082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Entering Unmasked Estep 
Score: -1097981.500000 Penalty: 2324.179932
	Iteration 0F: 2 clusters Score -1097982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1089190.250000 Penalty: 4648.359863
	Iteration 0F: 3 clusters Score -1089190 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1091978.125000 Penalty: 4648.359863
	Iteration 1F: 3 clusters Score -1091978 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1092449.750000 Penalty: 4648.359863
	Iteration 2F: 3 clusters Score -1092450 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1092844.250000 Penalty: 4648.359863
	Iteration 3F: 3 clusters Score -1092844 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1093217.125000 Penalty: 4648.359863
	Iteration 4F: 3 clusters Score -1093217 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1093548.250000 Penalty: 4648.359863
	Iteration 5F: 3 clusters Score -1093548 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1093822.125000 Penalty: 4648.359863
	Iteration 6Q: 3 clusters Score -1093822 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1094049.250000 Penalty: 4648.359863
	Iteration 7Q: 3 clusters Score -1094049 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1094238.375000 Penalty: 4648.359863
	Iteration 8Q: 3 clusters Score -1094238 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1094375.500000 Penalty: 4648.359863
	Iteration 9Q: 3 clusters Score -1094376 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1094496.625000 Penalty: 4648.359863
	Iteration 10Q: 3 clusters Score -1094497 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1094630.125000 Penalty: 4648.359863
	Iteration 11Q: 3 clusters Score -1094630 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1094747.750000 Penalty: 4648.359863
	Iteration 12Q: 3 clusters Score -1094748 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1094890.000000 Penalty: 4648.359863
	Iteration 13Q: 3 clusters Score -1094890 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1095021.625000 Penalty: 4648.359863
	Iteration 14Q: 3 clusters Score -1095022 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1095139.625000 Penalty: 4648.359863
	Iteration 15Q: 3 clusters Score -1095140 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1095244.125000 Penalty: 4648.359863
	Iteration 16Q: 3 clusters Score -1095244 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1095329.875000 Penalty: 4648.359863
	Iteration 17Q: 3 clusters Score -1095330 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1095402.750000 Penalty: 4648.359863
	Iteration 18Q: 3 clusters Score -1095403 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1095469.500000 Penalty: 4648.359863
	Iteration 19Q: 3 clusters Score -1095470 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1095524.250000 Penalty: 4648.359863
	Iteration 20F: 3 clusters Score -1095524 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1095578.375000 Penalty: 4648.359863
	Iteration 21Q: 3 clusters Score -1095578 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1095621.000000 Penalty: 4648.359863
	Iteration 22Q: 3 clusters Score -1095621 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1095676.125000 Penalty: 4648.359863
	Iteration 23Q: 3 clusters Score -1095676 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1095737.250000 Penalty: 4648.359863
	Iteration 24Q: 3 clusters Score -1095737 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1095805.250000 Penalty: 4648.359863
	Iteration 25Q: 3 clusters Score -1095805 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1095873.500000 Penalty: 4648.359863
	Iteration 26Q: 3 clusters Score -1095874 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1095961.625000 Penalty: 4648.359863
	Iteration 27Q: 3 clusters Score -1095962 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1096031.250000 Penalty: 4648.359863
	Iteration 28Q: 3 clusters Score -1096031 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1096103.750000 Penalty: 4648.359863
	Iteration 29Q: 3 clusters Score -1096104 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1096174.250000 Penalty: 4648.359863
	Iteration 30Q: 3 clusters Score -1096174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1096249.125000 Penalty: 4648.359863
	Iteration 31Q: 3 clusters Score -1096249 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1096302.375000 Penalty: 4648.359863
	Iteration 32Q: 3 clusters Score -1096302 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1096354.250000 Penalty: 4648.359863
	Iteration 33Q: 3 clusters Score -1096354 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1096404.125000 Penalty: 4648.359863
	Iteration 34Q: 3 clusters Score -1096404 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1096447.000000 Penalty: 4648.359863
	Iteration 35Q: 3 clusters Score -1096447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1096473.625000 Penalty: 4648.359863
	Iteration 36Q: 3 clusters Score -1096474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1096496.000000 Penalty: 4648.359863
	Iteration 37Q: 3 clusters Score -1096496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1096513.375000 Penalty: 4648.359863
	Iteration 38Q: 3 clusters Score -1096513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1096526.750000 Penalty: 4648.359863
	Iteration 39Q: 3 clusters Score -1096527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1096545.375000 Penalty: 4648.359863
	Iteration 40F: 3 clusters Score -1096545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1096566.500000 Penalty: 4648.359863
	Iteration 41Q: 3 clusters Score -1096566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1096579.375000 Penalty: 4648.359863
	Iteration 42Q: 3 clusters Score -1096579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1096590.125000 Penalty: 4648.359863
	Iteration 43Q: 3 clusters Score -1096590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1096594.125000 Penalty: 4648.359863
	Iteration 44Q: 3 clusters Score -1096594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1096597.000000 Penalty: 4648.359863
	Iteration 45Q: 3 clusters Score -1096597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1096598.125000 Penalty: 4648.359863
	Iteration 46Q: 3 clusters Score -1096598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1096600.500000 Penalty: 4648.359863
	Iteration 47Q: 3 clusters Score -1096600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1096604.375000 Penalty: 4648.359863
	Iteration 48Q: 3 clusters Score -1096604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1096608.500000 Penalty: 4648.359863
	Iteration 49Q: 3 clusters Score -1096608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1096611.375000 Penalty: 4648.359863
	Iteration 50Q: 3 clusters Score -1096611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1096613.125000 Penalty: 4648.359863
	Iteration 51Q: 3 clusters Score -1096613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1096614.250000 Penalty: 4648.359863
	Iteration 52Q: 3 clusters Score -1096614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1096612.875000 Penalty: 4648.359863
	Iteration 53Q: 3 clusters Score -1096613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1096621.000000 Penalty: 4648.359863
	Iteration 54Q: 3 clusters Score -1096621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1096625.000000 Penalty: 4648.359863
	Iteration 55Q: 3 clusters Score -1096625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1096629.250000 Penalty: 4648.359863
	Iteration 56Q: 3 clusters Score -1096629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1096633.125000 Penalty: 4648.359863
	Iteration 57Q: 3 clusters Score -1096633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1096638.250000 Penalty: 4648.359863
	Iteration 58Q: 3 clusters Score -1096638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1096641.375000 Penalty: 4648.359863
	Iteration 59Q: 3 clusters Score -1096641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1096644.875000 Penalty: 4648.359863
	Iteration 60F: 3 clusters Score -1096645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1096646.000000 Penalty: 4648.359863
	Iteration 61Q: 3 clusters Score -1096646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1096649.000000 Penalty: 4648.359863
	Iteration 62Q: 3 clusters Score -1096649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1096653.125000 Penalty: 4648.359863
	Iteration 63Q: 3 clusters Score -1096653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1096656.125000 Penalty: 4648.359863
	Iteration 64Q: 3 clusters Score -1096656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1096656.500000 Penalty: 4648.359863
	Iteration 65Q: 3 clusters Score -1096656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1096660.375000 Penalty: 4648.359863
	Iteration 66Q: 3 clusters Score -1096660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1096661.625000 Penalty: 4648.359863
	Iteration 67Q: 3 clusters Score -1096662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1096661.500000 Penalty: 4648.359863
	Iteration 68Q: 3 clusters Score -1096662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1096665.500000 Penalty: 4648.359863
	Iteration 69Q: 3 clusters Score -1096666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1096664.250000 Penalty: 4648.359863
	Iteration 70Q: 3 clusters Score -1096664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1096664.125000 Penalty: 4648.359863
	Iteration 71Q: 3 clusters Score -1096664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1096666.375000 Penalty: 4648.359863
	Iteration 72Q: 3 clusters Score -1096666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1096666.875000 Penalty: 4648.359863
	Iteration 73Q: 3 clusters Score -1096667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1096667.000000 Penalty: 4648.359863
	Iteration 74Q: 3 clusters Score -1096667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1096667.000000 Penalty: 4648.359863
	Iteration 75F: 3 clusters Score -1096667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Entering Unmasked Estep 
Score: -1274963.500000 Penalty: 2358.902344
	Iteration 0F: 2 clusters Score -1274964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1265044.750000 Penalty: 4717.804688
	Iteration 0F: 3 clusters Score -1265045 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1268174.625000 Penalty: 4717.804688
	Iteration 1F: 3 clusters Score -1268175 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1268666.250000 Penalty: 4717.804688
	Iteration 2F: 3 clusters Score -1268666 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1269137.000000 Penalty: 4717.804688
	Iteration 3F: 3 clusters Score -1269137 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1269675.125000 Penalty: 4717.804688
	Iteration 4F: 3 clusters Score -1269675 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1270227.875000 Penalty: 4717.804688
	Iteration 5F: 3 clusters Score -1270228 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1270791.500000 Penalty: 4717.804688
	Iteration 6F: 3 clusters Score -1270792 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1271357.500000 Penalty: 4717.804688
	Iteration 7F: 3 clusters Score -1271358 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1271967.750000 Penalty: 4717.804688
	Iteration 8F: 3 clusters Score -1271968 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1272475.250000 Penalty: 4717.804688
	Iteration 9F: 3 clusters Score -1272475 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1272843.250000 Penalty: 4717.804688
	Iteration 10Q: 3 clusters Score -1272843 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1273124.125000 Penalty: 4717.804688
	Iteration 11Q: 3 clusters Score -1273124 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1273322.250000 Penalty: 4717.804688
	Iteration 12Q: 3 clusters Score -1273322 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1273472.750000 Penalty: 4717.804688
	Iteration 13Q: 3 clusters Score -1273473 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1273617.875000 Penalty: 4717.804688
	Iteration 14Q: 3 clusters Score -1273618 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1273734.750000 Penalty: 4717.804688
	Iteration 15Q: 3 clusters Score -1273735 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1273834.125000 Penalty: 4717.804688
	Iteration 16Q: 3 clusters Score -1273834 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1273915.000000 Penalty: 4717.804688
	Iteration 17Q: 3 clusters Score -1273915 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1273980.125000 Penalty: 4717.804688
	Iteration 18Q: 3 clusters Score -1273980 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1274046.875000 Penalty: 4717.804688
	Iteration 19Q: 3 clusters Score -1274047 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1274098.875000 Penalty: 4717.804688
	Iteration 20F: 3 clusters Score -1274099 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1274143.125000 Penalty: 4717.804688
	Iteration 21Q: 3 clusters Score -1274143 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1274164.875000 Penalty: 4717.804688
	Iteration 22Q: 3 clusters Score -1274165 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1274193.500000 Penalty: 4717.804688
	Iteration 23Q: 3 clusters Score -1274194 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1274219.250000 Penalty: 4717.804688
	Iteration 24Q: 3 clusters Score -1274219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1274237.500000 Penalty: 4717.804688
	Iteration 25Q: 3 clusters Score -1274238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1274261.000000 Penalty: 4717.804688
	Iteration 26Q: 3 clusters Score -1274261 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1274283.125000 Penalty: 4717.804688
	Iteration 27Q: 3 clusters Score -1274283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1274294.000000 Penalty: 4717.804688
	Iteration 28Q: 3 clusters Score -1274294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1274314.250000 Penalty: 4717.804688
	Iteration 29Q: 3 clusters Score -1274314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1274324.750000 Penalty: 4717.804688
	Iteration 30Q: 3 clusters Score -1274325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1274337.375000 Penalty: 4717.804688
	Iteration 31Q: 3 clusters Score -1274337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1274349.125000 Penalty: 4717.804688
	Iteration 32Q: 3 clusters Score -1274349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1274363.000000 Penalty: 4717.804688
	Iteration 33Q: 3 clusters Score -1274363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1274371.125000 Penalty: 4717.804688
	Iteration 34Q: 3 clusters Score -1274371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1274380.375000 Penalty: 4717.804688
	Iteration 35Q: 3 clusters Score -1274380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1274383.625000 Penalty: 4717.804688
	Iteration 36Q: 3 clusters Score -1274384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1274392.000000 Penalty: 4717.804688
	Iteration 37Q: 3 clusters Score -1274392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1274393.000000 Penalty: 4717.804688
	Iteration 38Q: 3 clusters Score -1274393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1274394.125000 Penalty: 4717.804688
	Iteration 39Q: 3 clusters Score -1274394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1274394.500000 Penalty: 4717.804688
	Iteration 40F: 3 clusters Score -1274394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1274396.125000 Penalty: 4717.804688
	Iteration 41Q: 3 clusters Score -1274396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1274396.375000 Penalty: 4717.804688
	Iteration 42Q: 3 clusters Score -1274396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1274396.250000 Penalty: 4717.804688
	Iteration 43Q: 3 clusters Score -1274396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1274397.125000 Penalty: 4717.804688
	Iteration 44Q: 3 clusters Score -1274397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1274397.375000 Penalty: 4717.804688
	Iteration 45Q: 3 clusters Score -1274397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1274397.375000 Penalty: 4717.804688
	Iteration 46F: 3 clusters Score -1274397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Entering Unmasked Estep 
Score: -1154137.500000 Penalty: 2342.501709
	Iteration 0F: 2 clusters Score -1154138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1144691.250000 Penalty: 4685.003418
	Iteration 0F: 3 clusters Score -1144691 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1147639.875000 Penalty: 4685.003418
	Iteration 1F: 3 clusters Score -1147640 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1148045.125000 Penalty: 4685.003418
	Iteration 2F: 3 clusters Score -1148045 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1148420.000000 Penalty: 4685.003418
	Iteration 3F: 3 clusters Score -1148420 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1148803.500000 Penalty: 4685.003418
	Iteration 4F: 3 clusters Score -1148804 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1149182.000000 Penalty: 4685.003418
	Iteration 5F: 3 clusters Score -1149182 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1149561.000000 Penalty: 4685.003418
	Iteration 6Q: 3 clusters Score -1149561 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1149866.875000 Penalty: 4685.003418
	Iteration 7Q: 3 clusters Score -1149867 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1150140.875000 Penalty: 4685.003418
	Iteration 8Q: 3 clusters Score -1150141 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1150389.250000 Penalty: 4685.003418
	Iteration 9Q: 3 clusters Score -1150389 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1150584.375000 Penalty: 4685.003418
	Iteration 10Q: 3 clusters Score -1150584 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1150771.125000 Penalty: 4685.003418
	Iteration 11Q: 3 clusters Score -1150771 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1150931.125000 Penalty: 4685.003418
	Iteration 12Q: 3 clusters Score -1150931 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1151083.000000 Penalty: 4685.003418
	Iteration 13Q: 3 clusters Score -1151083 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1151215.375000 Penalty: 4685.003418
	Iteration 14Q: 3 clusters Score -1151215 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1151337.250000 Penalty: 4685.003418
	Iteration 15Q: 3 clusters Score -1151337 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1151434.625000 Penalty: 4685.003418
	Iteration 16Q: 3 clusters Score -1151435 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1151511.375000 Penalty: 4685.003418
	Iteration 17Q: 3 clusters Score -1151511 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1151561.250000 Penalty: 4685.003418
	Iteration 18Q: 3 clusters Score -1151561 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1151610.250000 Penalty: 4685.003418
	Iteration 19Q: 3 clusters Score -1151610 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1151644.750000 Penalty: 4685.003418
	Iteration 20F: 3 clusters Score -1151645 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1151690.750000 Penalty: 4685.003418
	Iteration 21Q: 3 clusters Score -1151691 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1151736.500000 Penalty: 4685.003418
	Iteration 22Q: 3 clusters Score -1151736 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1151776.750000 Penalty: 4685.003418
	Iteration 23Q: 3 clusters Score -1151777 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1151819.375000 Penalty: 4685.003418
	Iteration 24Q: 3 clusters Score -1151819 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1151852.500000 Penalty: 4685.003418
	Iteration 25Q: 3 clusters Score -1151852 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1151881.500000 Penalty: 4685.003418
	Iteration 26Q: 3 clusters Score -1151882 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1151927.500000 Penalty: 4685.003418
	Iteration 27Q: 3 clusters Score -1151928 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1151981.250000 Penalty: 4685.003418
	Iteration 28Q: 3 clusters Score -1151981 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1152038.750000 Penalty: 4685.003418
	Iteration 29Q: 3 clusters Score -1152039 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1152099.000000 Penalty: 4685.003418
	Iteration 30Q: 3 clusters Score -1152099 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1152152.875000 Penalty: 4685.003418
	Iteration 31Q: 3 clusters Score -1152153 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1152206.000000 Penalty: 4685.003418
	Iteration 32Q: 3 clusters Score -1152206 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1152263.375000 Penalty: 4685.003418
	Iteration 33Q: 3 clusters Score -1152263 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1152312.125000 Penalty: 4685.003418
	Iteration 34Q: 3 clusters Score -1152312 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1152372.625000 Penalty: 4685.003418
	Iteration 35Q: 3 clusters Score -1152373 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1152444.750000 Penalty: 4685.003418
	Iteration 36Q: 3 clusters Score -1152445 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1152516.250000 Penalty: 4685.003418
	Iteration 37Q: 3 clusters Score -1152516 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1152580.250000 Penalty: 4685.003418
	Iteration 38Q: 3 clusters Score -1152580 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1152645.625000 Penalty: 4685.003418
	Iteration 39Q: 3 clusters Score -1152646 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1152680.750000 Penalty: 4685.003418
	Iteration 40F: 3 clusters Score -1152681 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1152705.000000 Penalty: 4685.003418
	Iteration 41Q: 3 clusters Score -1152705 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1152726.125000 Penalty: 4685.003418
	Iteration 42Q: 3 clusters Score -1152726 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1152738.625000 Penalty: 4685.003418
	Iteration 43Q: 3 clusters Score -1152739 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1152745.250000 Penalty: 4685.003418
	Iteration 44Q: 3 clusters Score -1152745 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1152752.625000 Penalty: 4685.003418
	Iteration 45Q: 3 clusters Score -1152753 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1152758.250000 Penalty: 4685.003418
	Iteration 46Q: 3 clusters Score -1152758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1152763.250000 Penalty: 4685.003418
	Iteration 47Q: 3 clusters Score -1152763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1152768.125000 Penalty: 4685.003418
	Iteration 48Q: 3 clusters Score -1152768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1152773.000000 Penalty: 4685.003418
	Iteration 49Q: 3 clusters Score -1152773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1152779.750000 Penalty: 4685.003418
	Iteration 50Q: 3 clusters Score -1152780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1152782.875000 Penalty: 4685.003418
	Iteration 51Q: 3 clusters Score -1152783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1152791.375000 Penalty: 4685.003418
	Iteration 52Q: 3 clusters Score -1152791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1152795.750000 Penalty: 4685.003418
	Iteration 53Q: 3 clusters Score -1152796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1152795.250000 Penalty: 4685.003418
	Iteration 54Q: 3 clusters Score -1152795 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1152802.125000 Penalty: 4685.003418
	Iteration 55Q: 3 clusters Score -1152802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1152809.375000 Penalty: 4685.003418
	Iteration 56Q: 3 clusters Score -1152809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1152813.125000 Penalty: 4685.003418
	Iteration 57Q: 3 clusters Score -1152813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1152815.625000 Penalty: 4685.003418
	Iteration 58Q: 3 clusters Score -1152816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1152817.250000 Penalty: 4685.003418
	Iteration 59Q: 3 clusters Score -1152817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1152817.875000 Penalty: 4685.003418
	Iteration 60F: 3 clusters Score -1152818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1152817.125000 Penalty: 4685.003418
	Iteration 61Q: 3 clusters Score -1152817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1152821.500000 Penalty: 4685.003418
	Iteration 62Q: 3 clusters Score -1152822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1152822.125000 Penalty: 4685.003418
	Iteration 63Q: 3 clusters Score -1152822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1152824.500000 Penalty: 4685.003418
	Iteration 64Q: 3 clusters Score -1152824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1152824.000000 Penalty: 4685.003418
	Iteration 65Q: 3 clusters Score -1152824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1152828.000000 Penalty: 4685.003418
	Iteration 66Q: 3 clusters Score -1152828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1152831.750000 Penalty: 4685.003418
	Iteration 67Q: 3 clusters Score -1152832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1152830.625000 Penalty: 4685.003418
	Iteration 68Q: 3 clusters Score -1152831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1152829.375000 Penalty: 4685.003418
	Iteration 69Q: 3 clusters Score -1152829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1152832.125000 Penalty: 4685.003418
	Iteration 70Q: 3 clusters Score -1152832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1152831.750000 Penalty: 4685.003418
	Iteration 71Q: 3 clusters Score -1152832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1152833.000000 Penalty: 4685.003418
	Iteration 72Q: 3 clusters Score -1152833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1152833.000000 Penalty: 4685.003418
	Iteration 73F: 3 clusters Score -1152833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Entering Unmasked Estep 
Score: -1080775.625000 Penalty: 2309.262451
	Iteration 0F: 2 clusters Score -1080776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1072466.125000 Penalty: 4618.524902
	Iteration 0F: 3 clusters Score -1072466 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1074873.250000 Penalty: 4618.524902
	Iteration 1F: 3 clusters Score -1074873 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1075171.500000 Penalty: 4618.524902
	Iteration 2F: 3 clusters Score -1075172 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1075391.750000 Penalty: 4618.524902
	Iteration 3Q: 3 clusters Score -1075392 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1075535.875000 Penalty: 4618.524902
	Iteration 4Q: 3 clusters Score -1075536 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1075632.250000 Penalty: 4618.524902
	Iteration 5Q: 3 clusters Score -1075632 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1075711.750000 Penalty: 4618.524902
	Iteration 6Q: 3 clusters Score -1075712 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1075780.000000 Penalty: 4618.524902
	Iteration 7Q: 3 clusters Score -1075780 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1075836.250000 Penalty: 4618.524902
	Iteration 8Q: 3 clusters Score -1075836 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1075889.875000 Penalty: 4618.524902
	Iteration 9Q: 3 clusters Score -1075890 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1075936.250000 Penalty: 4618.524902
	Iteration 10Q: 3 clusters Score -1075936 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1075988.125000 Penalty: 4618.524902
	Iteration 11Q: 3 clusters Score -1075988 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1076053.750000 Penalty: 4618.524902
	Iteration 12Q: 3 clusters Score -1076054 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1076117.250000 Penalty: 4618.524902
	Iteration 13Q: 3 clusters Score -1076117 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1076171.125000 Penalty: 4618.524902
	Iteration 14Q: 3 clusters Score -1076171 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1076230.875000 Penalty: 4618.524902
	Iteration 15Q: 3 clusters Score -1076231 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1076286.500000 Penalty: 4618.524902
	Iteration 16Q: 3 clusters Score -1076286 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1076349.250000 Penalty: 4618.524902
	Iteration 17Q: 3 clusters Score -1076349 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1076426.500000 Penalty: 4618.524902
	Iteration 18Q: 3 clusters Score -1076426 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1076525.625000 Penalty: 4618.524902
	Iteration 19Q: 3 clusters Score -1076526 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1076659.000000 Penalty: 4618.524902
	Iteration 20F: 3 clusters Score -1076659 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1076848.625000 Penalty: 4618.524902
	Iteration 21Q: 3 clusters Score -1076849 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1077051.750000 Penalty: 4618.524902
	Iteration 22Q: 3 clusters Score -1077052 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1077277.000000 Penalty: 4618.524902
	Iteration 23Q: 3 clusters Score -1077277 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1077549.500000 Penalty: 4618.524902
	Iteration 24Q: 3 clusters Score -1077550 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1077849.750000 Penalty: 4618.524902
	Iteration 25Q: 3 clusters Score -1077850 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1078080.250000 Penalty: 4618.524902
	Iteration 26Q: 3 clusters Score -1078080 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1078258.375000 Penalty: 4618.524902
	Iteration 27Q: 3 clusters Score -1078258 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1078391.625000 Penalty: 4618.524902
	Iteration 28Q: 3 clusters Score -1078392 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1078500.750000 Penalty: 4618.524902
	Iteration 29Q: 3 clusters Score -1078501 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1078578.875000 Penalty: 4618.524902
	Iteration 30Q: 3 clusters Score -1078579 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1078630.750000 Penalty: 4618.524902
	Iteration 31Q: 3 clusters Score -1078631 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1078675.375000 Penalty: 4618.524902
	Iteration 32Q: 3 clusters Score -1078675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1078705.125000 Penalty: 4618.524902
	Iteration 33Q: 3 clusters Score -1078705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1078726.250000 Penalty: 4618.524902
	Iteration 34Q: 3 clusters Score -1078726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1078742.875000 Penalty: 4618.524902
	Iteration 35Q: 3 clusters Score -1078743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1078757.875000 Penalty: 4618.524902
	Iteration 36Q: 3 clusters Score -1078758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1078765.875000 Penalty: 4618.524902
	Iteration 37Q: 3 clusters Score -1078766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1078773.125000 Penalty: 4618.524902
	Iteration 38Q: 3 clusters Score -1078773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1078778.000000 Penalty: 4618.524902
	Iteration 39Q: 3 clusters Score -1078778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1078787.500000 Penalty: 4618.524902
	Iteration 40F: 3 clusters Score -1078788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1078801.000000 Penalty: 4618.524902
	Iteration 41Q: 3 clusters Score -1078801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1078815.250000 Penalty: 4618.524902
	Iteration 42Q: 3 clusters Score -1078815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1078823.875000 Penalty: 4618.524902
	Iteration 43Q: 3 clusters Score -1078824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1078827.500000 Penalty: 4618.524902
	Iteration 44Q: 3 clusters Score -1078828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1078832.375000 Penalty: 4618.524902
	Iteration 45Q: 3 clusters Score -1078832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1078836.000000 Penalty: 4618.524902
	Iteration 46Q: 3 clusters Score -1078836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1078837.375000 Penalty: 4618.524902
	Iteration 47Q: 3 clusters Score -1078837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1078838.625000 Penalty: 4618.524902
	Iteration 48Q: 3 clusters Score -1078839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1078838.625000 Penalty: 4618.524902
	Iteration 49F: 3 clusters Score -1078839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Entering Unmasked Estep 
Score: -508507.500000 Penalty: 2120.075439
	Iteration 0F: 2 clusters Score -508507.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -503839.750000 Penalty: 4240.150879
	Iteration 0F: 3 clusters Score -503839.8 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -504983.562500 Penalty: 4240.150879
	Iteration 1F: 3 clusters Score -504983.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -505200.781250 Penalty: 4240.150879
	Iteration 2F: 3 clusters Score -505200.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -505318.312500 Penalty: 4240.150879
	Iteration 3Q: 3 clusters Score -505318.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -505405.875000 Penalty: 4240.150879
	Iteration 4Q: 3 clusters Score -505405.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -505478.093750 Penalty: 4240.150879
	Iteration 5Q: 3 clusters Score -505478.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -505536.125000 Penalty: 4240.150879
	Iteration 6Q: 3 clusters Score -505536.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -505596.718750 Penalty: 4240.150879
	Iteration 7Q: 3 clusters Score -505596.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -505654.625000 Penalty: 4240.150879
	Iteration 8Q: 3 clusters Score -505654.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -505704.906250 Penalty: 4240.150879
	Iteration 9Q: 3 clusters Score -505704.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -505751.156250 Penalty: 4240.150879
	Iteration 10Q: 3 clusters Score -505751.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -505794.812500 Penalty: 4240.150879
	Iteration 11Q: 3 clusters Score -505794.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -505837.187500 Penalty: 4240.150879
	Iteration 12Q: 3 clusters Score -505837.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -505878.500000 Penalty: 4240.150879
	Iteration 13Q: 3 clusters Score -505878.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -505931.937500 Penalty: 4240.150879
	Iteration 14Q: 3 clusters Score -505931.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -505982.812500 Penalty: 4240.150879
	Iteration 15Q: 3 clusters Score -505982.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -506019.906250 Penalty: 4240.150879
	Iteration 16Q: 3 clusters Score -506019.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -506061.343750 Penalty: 4240.150879
	Iteration 17Q: 3 clusters Score -506061.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -506102.687500 Penalty: 4240.150879
	Iteration 18Q: 3 clusters Score -506102.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -506151.312500 Penalty: 4240.150879
	Iteration 19Q: 3 clusters Score -506151.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -506208.062500 Penalty: 4240.150879
	Iteration 20F: 3 clusters Score -506208.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -506276.906250 Penalty: 4240.150879
	Iteration 21Q: 3 clusters Score -506276.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -506339.343750 Penalty: 4240.150879
	Iteration 22Q: 3 clusters Score -506339.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -506385.937500 Penalty: 4240.150879
	Iteration 23Q: 3 clusters Score -506385.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -506422.750000 Penalty: 4240.150879
	Iteration 24Q: 3 clusters Score -506422.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -506465.406250 Penalty: 4240.150879
	Iteration 25Q: 3 clusters Score -506465.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -506496.750000 Penalty: 4240.150879
	Iteration 26Q: 3 clusters Score -506496.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -506524.031250 Penalty: 4240.150879
	Iteration 27Q: 3 clusters Score -506524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -506553.312500 Penalty: 4240.150879
	Iteration 28Q: 3 clusters Score -506553.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -506573.750000 Penalty: 4240.150879
	Iteration 29Q: 3 clusters Score -506573.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -506594.062500 Penalty: 4240.150879
	Iteration 30Q: 3 clusters Score -506594.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -506616.375000 Penalty: 4240.150879
	Iteration 31Q: 3 clusters Score -506616.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -506627.468750 Penalty: 4240.150879
	Iteration 32Q: 3 clusters Score -506627.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -506646.093750 Penalty: 4240.150879
	Iteration 33Q: 3 clusters Score -506646.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -506662.281250 Penalty: 4240.150879
	Iteration 34Q: 3 clusters Score -506662.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -506675.687500 Penalty: 4240.150879
	Iteration 35Q: 3 clusters Score -506675.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -506688.312500 Penalty: 4240.150879
	Iteration 36Q: 3 clusters Score -506688.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -506704.500000 Penalty: 4240.150879
	Iteration 37Q: 3 clusters Score -506704.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -506719.593750 Penalty: 4240.150879
	Iteration 38Q: 3 clusters Score -506719.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -506731.687500 Penalty: 4240.150879
	Iteration 39Q: 3 clusters Score -506731.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -506740.187500 Penalty: 4240.150879
	Iteration 40F: 3 clusters Score -506740.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -506749.687500 Penalty: 4240.150879
	Iteration 41Q: 3 clusters Score -506749.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -506757.531250 Penalty: 4240.150879
	Iteration 42Q: 3 clusters Score -506757.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -506767.906250 Penalty: 4240.150879
	Iteration 43Q: 3 clusters Score -506767.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -506773.062500 Penalty: 4240.150879
	Iteration 44Q: 3 clusters Score -506773.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -506778.906250 Penalty: 4240.150879
	Iteration 45Q: 3 clusters Score -506778.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -506784.937500 Penalty: 4240.150879
	Iteration 46Q: 3 clusters Score -506784.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -506790.312500 Penalty: 4240.150879
	Iteration 47Q: 3 clusters Score -506790.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -506796.250000 Penalty: 4240.150879
	Iteration 48Q: 3 clusters Score -506796.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -506801.656250 Penalty: 4240.150879
	Iteration 49Q: 3 clusters Score -506801.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -506803.687500 Penalty: 4240.150879
	Iteration 50Q: 3 clusters Score -506803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -506805.093750 Penalty: 4240.150879
	Iteration 51Q: 3 clusters Score -506805.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -506805.062500 Penalty: 4240.150879
	Iteration 52Q: 3 clusters Score -506805.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -506805.687500 Penalty: 4240.150879
	Iteration 53Q: 3 clusters Score -506805.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -506807.031250 Penalty: 4240.150879
	Iteration 54Q: 3 clusters Score -506807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -506808.187500 Penalty: 4240.150879
	Iteration 55Q: 3 clusters Score -506808.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -506808.781250 Penalty: 4240.150879
	Iteration 56Q: 3 clusters Score -506808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -506809.750000 Penalty: 4240.150879
	Iteration 57Q: 3 clusters Score -506809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -506809.750000 Penalty: 4240.150879
	Iteration 58F: 3 clusters Score -506809.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Entering Unmasked Estep 
Score: -856367.750000 Penalty: 2247.048584
	Iteration 0F: 2 clusters Score -856367.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -849588.250000 Penalty: 4494.097168
	Iteration 0F: 3 clusters Score -849588.2 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -851424.687500 Penalty: 4494.097168
	Iteration 1F: 3 clusters Score -851424.7 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -851708.937500 Penalty: 4494.097168
	Iteration 2F: 3 clusters Score -851708.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -851887.687500 Penalty: 4494.097168
	Iteration 3Q: 3 clusters Score -851887.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -852023.875000 Penalty: 4494.097168
	Iteration 4Q: 3 clusters Score -852023.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -852135.937500 Penalty: 4494.097168
	Iteration 5Q: 3 clusters Score -852135.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -852226.437500 Penalty: 4494.097168
	Iteration 6Q: 3 clusters Score -852226.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -852303.312500 Penalty: 4494.097168
	Iteration 7Q: 3 clusters Score -852303.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -852385.375000 Penalty: 4494.097168
	Iteration 8Q: 3 clusters Score -852385.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -852475.562500 Penalty: 4494.097168
	Iteration 9Q: 3 clusters Score -852475.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -852583.562500 Penalty: 4494.097168
	Iteration 10Q: 3 clusters Score -852583.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -852694.375000 Penalty: 4494.097168
	Iteration 11Q: 3 clusters Score -852694.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -852801.875000 Penalty: 4494.097168
	Iteration 12Q: 3 clusters Score -852801.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -852916.687500 Penalty: 4494.097168
	Iteration 13Q: 3 clusters Score -852916.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -853039.375000 Penalty: 4494.097168
	Iteration 14Q: 3 clusters Score -853039.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -853178.187500 Penalty: 4494.097168
	Iteration 15Q: 3 clusters Score -853178.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -853319.250000 Penalty: 4494.097168
	Iteration 16Q: 3 clusters Score -853319.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -853464.687500 Penalty: 4494.097168
	Iteration 17Q: 3 clusters Score -853464.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -853588.312500 Penalty: 4494.097168
	Iteration 18Q: 3 clusters Score -853588.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -853706.250000 Penalty: 4494.097168
	Iteration 19Q: 3 clusters Score -853706.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -853824.250000 Penalty: 4494.097168
	Iteration 20F: 3 clusters Score -853824.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -853935.625000 Penalty: 4494.097168
	Iteration 21Q: 3 clusters Score -853935.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -854013.125000 Penalty: 4494.097168
	Iteration 22Q: 3 clusters Score -854013.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -854080.625000 Penalty: 4494.097168
	Iteration 23Q: 3 clusters Score -854080.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -854137.687500 Penalty: 4494.097168
	Iteration 24Q: 3 clusters Score -854137.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -854190.062500 Penalty: 4494.097168
	Iteration 25Q: 3 clusters Score -854190.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -854232.000000 Penalty: 4494.097168
	Iteration 26Q: 3 clusters Score -854232 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -854269.187500 Penalty: 4494.097168
	Iteration 27Q: 3 clusters Score -854269.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -854291.625000 Penalty: 4494.097168
	Iteration 28Q: 3 clusters Score -854291.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -854311.812500 Penalty: 4494.097168
	Iteration 29Q: 3 clusters Score -854311.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -854331.000000 Penalty: 4494.097168
	Iteration 30Q: 3 clusters Score -854331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -854342.312500 Penalty: 4494.097168
	Iteration 31Q: 3 clusters Score -854342.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -854361.562500 Penalty: 4494.097168
	Iteration 32Q: 3 clusters Score -854361.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -854381.687500 Penalty: 4494.097168
	Iteration 33Q: 3 clusters Score -854381.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -854397.437500 Penalty: 4494.097168
	Iteration 34Q: 3 clusters Score -854397.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -854409.187500 Penalty: 4494.097168
	Iteration 35Q: 3 clusters Score -854409.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -854421.562500 Penalty: 4494.097168
	Iteration 36Q: 3 clusters Score -854421.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -854433.625000 Penalty: 4494.097168
	Iteration 37Q: 3 clusters Score -854433.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -854442.437500 Penalty: 4494.097168
	Iteration 38Q: 3 clusters Score -854442.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -854452.125000 Penalty: 4494.097168
	Iteration 39Q: 3 clusters Score -854452.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -854461.312500 Penalty: 4494.097168
	Iteration 40F: 3 clusters Score -854461.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -854465.000000 Penalty: 4494.097168
	Iteration 41Q: 3 clusters Score -854465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -854468.750000 Penalty: 4494.097168
	Iteration 42Q: 3 clusters Score -854468.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -854475.500000 Penalty: 4494.097168
	Iteration 43Q: 3 clusters Score -854475.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -854477.625000 Penalty: 4494.097168
	Iteration 44Q: 3 clusters Score -854477.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -854480.812500 Penalty: 4494.097168
	Iteration 45Q: 3 clusters Score -854480.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -854480.937500 Penalty: 4494.097168
	Iteration 46Q: 3 clusters Score -854480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -854482.250000 Penalty: 4494.097168
	Iteration 47Q: 3 clusters Score -854482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -854482.562500 Penalty: 4494.097168
	Iteration 48Q: 3 clusters Score -854482.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -854484.125000 Penalty: 4494.097168
	Iteration 49Q: 3 clusters Score -854484.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -854483.125000 Penalty: 4494.097168
	Iteration 50Q: 3 clusters Score -854483.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -854483.687500 Penalty: 4494.097168
	Iteration 51Q: 3 clusters Score -854483.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -854487.000000 Penalty: 4494.097168
	Iteration 52Q: 3 clusters Score -854487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -854487.062500 Penalty: 4494.097168
	Iteration 53Q: 3 clusters Score -854487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -854487.937500 Penalty: 4494.097168
	Iteration 54Q: 3 clusters Score -854487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -854489.750000 Penalty: 4494.097168
	Iteration 55Q: 3 clusters Score -854489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -854489.750000 Penalty: 4494.097168
	Iteration 56F: 3 clusters Score -854489.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Entering Unmasked Estep 
Score: -1430881.125000 Penalty: 2385.726074
	Iteration 0F: 2 clusters Score -1430881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1420049.875000 Penalty: 4771.452148
	Iteration 0F: 3 clusters Score -1420050 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1423763.875000 Penalty: 4771.452148
	Iteration 1F: 3 clusters Score -1423764 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1424311.000000 Penalty: 4771.452148
	Iteration 2F: 3 clusters Score -1424311 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1424914.000000 Penalty: 4771.452148
	Iteration 3F: 3 clusters Score -1424914 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1425723.500000 Penalty: 4771.452148
	Iteration 4F: 3 clusters Score -1425724 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1426661.375000 Penalty: 4771.452148
	Iteration 5F: 3 clusters Score -1426661 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1427460.625000 Penalty: 4771.452148
	Iteration 6F: 3 clusters Score -1427461 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1428046.125000 Penalty: 4771.452148
	Iteration 7F: 3 clusters Score -1428046 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1428411.750000 Penalty: 4771.452148
	Iteration 8Q: 3 clusters Score -1428412 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1428669.375000 Penalty: 4771.452148
	Iteration 9Q: 3 clusters Score -1428669 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1428910.625000 Penalty: 4771.452148
	Iteration 10Q: 3 clusters Score -1428911 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1429123.125000 Penalty: 4771.452148
	Iteration 11Q: 3 clusters Score -1429123 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1429303.875000 Penalty: 4771.452148
	Iteration 12Q: 3 clusters Score -1429304 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1429437.125000 Penalty: 4771.452148
	Iteration 13Q: 3 clusters Score -1429437 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1429536.625000 Penalty: 4771.452148
	Iteration 14Q: 3 clusters Score -1429537 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1429651.000000 Penalty: 4771.452148
	Iteration 15Q: 3 clusters Score -1429651 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1429751.500000 Penalty: 4771.452148
	Iteration 16Q: 3 clusters Score -1429752 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1429839.000000 Penalty: 4771.452148
	Iteration 17Q: 3 clusters Score -1429839 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1429919.000000 Penalty: 4771.452148
	Iteration 18Q: 3 clusters Score -1429919 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1430007.750000 Penalty: 4771.452148
	Iteration 19Q: 3 clusters Score -1430008 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1430086.250000 Penalty: 4771.452148
	Iteration 20F: 3 clusters Score -1430086 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1430147.375000 Penalty: 4771.452148
	Iteration 21Q: 3 clusters Score -1430147 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1430163.500000 Penalty: 4771.452148
	Iteration 22Q: 3 clusters Score -1430164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1430180.125000 Penalty: 4771.452148
	Iteration 23Q: 3 clusters Score -1430180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1430188.750000 Penalty: 4771.452148
	Iteration 24Q: 3 clusters Score -1430189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1430190.875000 Penalty: 4771.452148
	Iteration 25Q: 3 clusters Score -1430191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1430194.125000 Penalty: 4771.452148
	Iteration 26Q: 3 clusters Score -1430194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1430201.250000 Penalty: 4771.452148
	Iteration 27Q: 3 clusters Score -1430201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1430202.750000 Penalty: 4771.452148
	Iteration 28Q: 3 clusters Score -1430203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1430199.625000 Penalty: 4771.452148
	Iteration 29Q: 3 clusters Score -1430200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1430206.250000 Penalty: 4771.452148
	Iteration 30Q: 3 clusters Score -1430206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1430205.250000 Penalty: 4771.452148
	Iteration 31Q: 3 clusters Score -1430205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1430204.250000 Penalty: 4771.452148
	Iteration 32Q: 3 clusters Score -1430204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1430207.500000 Penalty: 4771.452148
	Iteration 33Q: 3 clusters Score -1430208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1430207.500000 Penalty: 4771.452148
	Iteration 34F: 3 clusters Score -1430208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Entering Unmasked Estep 
Score: -442641.906250 Penalty: 2096.918701
	Iteration 0F: 2 clusters Score -442641.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -438299.093750 Penalty: 4193.837402
	Iteration 0F: 3 clusters Score -438299.1 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -439360.906250 Penalty: 4193.837402
	Iteration 1F: 3 clusters Score -439360.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -439610.281250 Penalty: 4193.837402
	Iteration 2F: 3 clusters Score -439610.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -439777.312500 Penalty: 4193.837402
	Iteration 3F: 3 clusters Score -439777.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -439893.625000 Penalty: 4193.837402
	Iteration 4Q: 3 clusters Score -439893.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -439979.843750 Penalty: 4193.837402
	Iteration 5Q: 3 clusters Score -439979.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -440073.812500 Penalty: 4193.837402
	Iteration 6Q: 3 clusters Score -440073.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -440170.781250 Penalty: 4193.837402
	Iteration 7Q: 3 clusters Score -440170.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -440266.718750 Penalty: 4193.837402
	Iteration 8Q: 3 clusters Score -440266.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -440356.656250 Penalty: 4193.837402
	Iteration 9Q: 3 clusters Score -440356.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -440470.750000 Penalty: 4193.837402
	Iteration 10Q: 3 clusters Score -440470.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -440621.468750 Penalty: 4193.837402
	Iteration 11Q: 3 clusters Score -440621.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -440821.437500 Penalty: 4193.837402
	Iteration 12Q: 3 clusters Score -440821.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -441054.125000 Penalty: 4193.837402
	Iteration 13Q: 3 clusters Score -441054.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -441270.937500 Penalty: 4193.837402
	Iteration 14Q: 3 clusters Score -441270.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -441459.437500 Penalty: 4193.837402
	Iteration 15Q: 3 clusters Score -441459.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -441610.906250 Penalty: 4193.837402
	Iteration 16Q: 3 clusters Score -441610.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -441692.281250 Penalty: 4193.837402
	Iteration 17Q: 3 clusters Score -441692.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -441743.406250 Penalty: 4193.837402
	Iteration 18Q: 3 clusters Score -441743.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -441777.093750 Penalty: 4193.837402
	Iteration 19Q: 3 clusters Score -441777.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -441817.031250 Penalty: 4193.837402
	Iteration 20F: 3 clusters Score -441817 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -441859.218750 Penalty: 4193.837402
	Iteration 21Q: 3 clusters Score -441859.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -441880.250000 Penalty: 4193.837402
	Iteration 22Q: 3 clusters Score -441880.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -441905.312500 Penalty: 4193.837402
	Iteration 23Q: 3 clusters Score -441905.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -441940.281250 Penalty: 4193.837402
	Iteration 24Q: 3 clusters Score -441940.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -441989.125000 Penalty: 4193.837402
	Iteration 25Q: 3 clusters Score -441989.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -442084.062500 Penalty: 4193.837402
	Iteration 26Q: 3 clusters Score -442084.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -442267.875000 Penalty: 4193.837402
	Iteration 27Q: 3 clusters Score -442267.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -442547.093750 Penalty: 4193.837402
	Iteration 28Q: 3 clusters Score -442547.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -442729.187500 Penalty: 4193.837402
	Iteration 29Q: 3 clusters Score -442729.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -442774.718750 Penalty: 4193.837402
	Iteration 30Q: 3 clusters Score -442774.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -442785.875000 Penalty: 4193.837402
	Iteration 31Q: 3 clusters Score -442785.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -442789.968750 Penalty: 4193.837402
	Iteration 32Q: 3 clusters Score -442790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -442791.062500 Penalty: 4193.837402
	Iteration 33Q: 3 clusters Score -442791.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -442792.125000 Penalty: 4193.837402
	Iteration 34Q: 3 clusters Score -442792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -442794.343750 Penalty: 4193.837402
	Iteration 35Q: 3 clusters Score -442794.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -442794.343750 Penalty: 4193.837402
	Iteration 36F: 3 clusters Score -442794.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 14002 members 
Mstep: Class 4 contains 8741 members 
Mstep: Class 5 contains 22442 members 
Mstep: Class 6 contains 140975 members 
Mstep: Class 7 contains 64702 members 
Mstep: Class 8 contains 10266 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 3370 members 
Mstep: Class 11 contains 10159 members 
Mstep: Class 12 contains 24614 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 23490 members 
Mstep: Class 15 contains 219203 members 
Mstep: Class 16 contains 304958 members 
Mstep: Class 17 contains 26250 members 
Mstep: Class 18 contains 225132 members 
Mstep: Class 19 contains 100884 members 
Mstep: Class 20 contains 12092 members 
Mstep: Class 21 contains 225081 members 
Mstep: Class 22 contains 37535 members 
Mstep: Class 23 contains 16254 members 
Mstep: Class 24 contains 5600 members 
Mstep: Class 25 contains 22632 members 
Mstep: Class 26 contains 11751 members 
Mstep: Class 27 contains 13517 members 
Mstep: Class 28 contains 12652 members 
Mstep: Class 29 contains 11065 members 
Mstep: Class 30 contains 5160 members 
Mstep: Class 31 contains 8610 members 
Mstep: Class 32 contains 15061 members 
Mstep: Class 33 contains 2841 members 
Mstep: Class 34 contains 6066 members 
Mstep: Class 35 contains 4865 members 
Mstep: Class 36 contains 11191 members 
Mstep: Class 37 contains 6626 members 
Mstep: Class 38 contains 1859 members 
Entering Unmasked Estep 
Score: -157703296.000000 Penalty: 135041.625000
Splitting cluster 33 changes total score from -157702096.000000 to -157703296.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 34 (6066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Entering Unmasked Estep 
Score: -553651.750000 Penalty: 2160.192871
	Iteration 0F: 2 clusters Score -553651.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -548484.750000 Penalty: 4320.385742
	Iteration 0F: 3 clusters Score -548484.8 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -549766.625000 Penalty: 4320.385742
	Iteration 1F: 3 clusters Score -549766.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -549996.500000 Penalty: 4320.385742
	Iteration 2F: 3 clusters Score -549996.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -550164.812500 Penalty: 4320.385742
	Iteration 3Q: 3 clusters Score -550164.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -550293.437500 Penalty: 4320.385742
	Iteration 4Q: 3 clusters Score -550293.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -550450.937500 Penalty: 4320.385742
	Iteration 5Q: 3 clusters Score -550450.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -550599.000000 Penalty: 4320.385742
	Iteration 6Q: 3 clusters Score -550599 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -550776.437500 Penalty: 4320.385742
	Iteration 7Q: 3 clusters Score -550776.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -550976.562500 Penalty: 4320.385742
	Iteration 8Q: 3 clusters Score -550976.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -551208.562500 Penalty: 4320.385742
	Iteration 9Q: 3 clusters Score -551208.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -551394.562500 Penalty: 4320.385742
	Iteration 10Q: 3 clusters Score -551394.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -551576.812500 Penalty: 4320.385742
	Iteration 11Q: 3 clusters Score -551576.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -551734.375000 Penalty: 4320.385742
	Iteration 12Q: 3 clusters Score -551734.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -551861.875000 Penalty: 4320.385742
	Iteration 13Q: 3 clusters Score -551861.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -551942.437500 Penalty: 4320.385742
	Iteration 14Q: 3 clusters Score -551942.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -552018.250000 Penalty: 4320.385742
	Iteration 15Q: 3 clusters Score -552018.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -552074.687500 Penalty: 4320.385742
	Iteration 16Q: 3 clusters Score -552074.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -552115.125000 Penalty: 4320.385742
	Iteration 17Q: 3 clusters Score -552115.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -552135.000000 Penalty: 4320.385742
	Iteration 18Q: 3 clusters Score -552135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -552155.562500 Penalty: 4320.385742
	Iteration 19Q: 3 clusters Score -552155.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -552173.750000 Penalty: 4320.385742
	Iteration 20F: 3 clusters Score -552173.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -552184.437500 Penalty: 4320.385742
	Iteration 21Q: 3 clusters Score -552184.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -552194.625000 Penalty: 4320.385742
	Iteration 22Q: 3 clusters Score -552194.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -552199.812500 Penalty: 4320.385742
	Iteration 23Q: 3 clusters Score -552199.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -552202.750000 Penalty: 4320.385742
	Iteration 24Q: 3 clusters Score -552202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -552207.937500 Penalty: 4320.385742
	Iteration 25Q: 3 clusters Score -552207.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -552211.687500 Penalty: 4320.385742
	Iteration 26Q: 3 clusters Score -552211.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -552217.062500 Penalty: 4320.385742
	Iteration 27Q: 3 clusters Score -552217.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -552219.187500 Penalty: 4320.385742
	Iteration 28Q: 3 clusters Score -552219.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -552231.875000 Penalty: 4320.385742
	Iteration 29Q: 3 clusters Score -552231.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -552236.437500 Penalty: 4320.385742
	Iteration 30Q: 3 clusters Score -552236.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -552241.687500 Penalty: 4320.385742
	Iteration 31Q: 3 clusters Score -552241.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -552242.000000 Penalty: 4320.385742
	Iteration 32Q: 3 clusters Score -552242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -552242.000000 Penalty: 4320.385742
	Iteration 33F: 3 clusters Score -552242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Entering Unmasked Estep 
Score: -460133.406250 Penalty: 2105.476074
	Iteration 0F: 2 clusters Score -460133.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -455675.156250 Penalty: 4210.952148
	Iteration 0F: 3 clusters Score -455675.2 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -456803.062500 Penalty: 4210.952148
	Iteration 1F: 3 clusters Score -456803.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -457051.968750 Penalty: 4210.952148
	Iteration 2F: 3 clusters Score -457052 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -457194.937500 Penalty: 4210.952148
	Iteration 3F: 3 clusters Score -457194.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -457293.000000 Penalty: 4210.952148
	Iteration 4Q: 3 clusters Score -457293 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -457392.531250 Penalty: 4210.952148
	Iteration 5Q: 3 clusters Score -457392.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -457499.625000 Penalty: 4210.952148
	Iteration 6Q: 3 clusters Score -457499.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -457564.187500 Penalty: 4210.952148
	Iteration 7Q: 3 clusters Score -457564.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -457618.531250 Penalty: 4210.952148
	Iteration 8Q: 3 clusters Score -457618.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -457660.781250 Penalty: 4210.952148
	Iteration 9Q: 3 clusters Score -457660.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -457700.375000 Penalty: 4210.952148
	Iteration 10Q: 3 clusters Score -457700.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -457754.687500 Penalty: 4210.952148
	Iteration 11Q: 3 clusters Score -457754.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -457818.875000 Penalty: 4210.952148
	Iteration 12Q: 3 clusters Score -457818.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -457881.125000 Penalty: 4210.952148
	Iteration 13Q: 3 clusters Score -457881.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -457946.406250 Penalty: 4210.952148
	Iteration 14Q: 3 clusters Score -457946.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -458004.875000 Penalty: 4210.952148
	Iteration 15Q: 3 clusters Score -458004.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -458067.187500 Penalty: 4210.952148
	Iteration 16Q: 3 clusters Score -458067.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -458143.062500 Penalty: 4210.952148
	Iteration 17Q: 3 clusters Score -458143.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -458206.000000 Penalty: 4210.952148
	Iteration 18Q: 3 clusters Score -458206 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -458276.218750 Penalty: 4210.952148
	Iteration 19Q: 3 clusters Score -458276.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -458340.968750 Penalty: 4210.952148
	Iteration 20F: 3 clusters Score -458341 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -458389.156250 Penalty: 4210.952148
	Iteration 21Q: 3 clusters Score -458389.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -458430.187500 Penalty: 4210.952148
	Iteration 22Q: 3 clusters Score -458430.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -458464.718750 Penalty: 4210.952148
	Iteration 23Q: 3 clusters Score -458464.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -458492.375000 Penalty: 4210.952148
	Iteration 24Q: 3 clusters Score -458492.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -458505.125000 Penalty: 4210.952148
	Iteration 25Q: 3 clusters Score -458505.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -458518.093750 Penalty: 4210.952148
	Iteration 26Q: 3 clusters Score -458518.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -458527.250000 Penalty: 4210.952148
	Iteration 27Q: 3 clusters Score -458527.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -458536.156250 Penalty: 4210.952148
	Iteration 28Q: 3 clusters Score -458536.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -458541.843750 Penalty: 4210.952148
	Iteration 29Q: 3 clusters Score -458541.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -458546.812500 Penalty: 4210.952148
	Iteration 30Q: 3 clusters Score -458546.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -458550.375000 Penalty: 4210.952148
	Iteration 31Q: 3 clusters Score -458550.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -458554.593750 Penalty: 4210.952148
	Iteration 32Q: 3 clusters Score -458554.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -458559.125000 Penalty: 4210.952148
	Iteration 33Q: 3 clusters Score -458559.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -458564.062500 Penalty: 4210.952148
	Iteration 34Q: 3 clusters Score -458564.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -458568.125000 Penalty: 4210.952148
	Iteration 35Q: 3 clusters Score -458568.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -458573.093750 Penalty: 4210.952148
	Iteration 36Q: 3 clusters Score -458573.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -458580.750000 Penalty: 4210.952148
	Iteration 37Q: 3 clusters Score -458580.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -458590.343750 Penalty: 4210.952148
	Iteration 38Q: 3 clusters Score -458590.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -458599.250000 Penalty: 4210.952148
	Iteration 39Q: 3 clusters Score -458599.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -458614.468750 Penalty: 4210.952148
	Iteration 40F: 3 clusters Score -458614.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -458627.218750 Penalty: 4210.952148
	Iteration 41Q: 3 clusters Score -458627.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -458633.343750 Penalty: 4210.952148
	Iteration 42Q: 3 clusters Score -458633.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -458640.000000 Penalty: 4210.952148
	Iteration 43Q: 3 clusters Score -458640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -458646.656250 Penalty: 4210.952148
	Iteration 44Q: 3 clusters Score -458646.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -458651.625000 Penalty: 4210.952148
	Iteration 45Q: 3 clusters Score -458651.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -458656.843750 Penalty: 4210.952148
	Iteration 46Q: 3 clusters Score -458656.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -458660.531250 Penalty: 4210.952148
	Iteration 47Q: 3 clusters Score -458660.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -458663.312500 Penalty: 4210.952148
	Iteration 48Q: 3 clusters Score -458663.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -458665.656250 Penalty: 4210.952148
	Iteration 49Q: 3 clusters Score -458665.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -458667.656250 Penalty: 4210.952148
	Iteration 50Q: 3 clusters Score -458667.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -458671.687500 Penalty: 4210.952148
	Iteration 51Q: 3 clusters Score -458671.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -458674.218750 Penalty: 4210.952148
	Iteration 52Q: 3 clusters Score -458674.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -458678.875000 Penalty: 4210.952148
	Iteration 53Q: 3 clusters Score -458678.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -458681.375000 Penalty: 4210.952148
	Iteration 54Q: 3 clusters Score -458681.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -458683.437500 Penalty: 4210.952148
	Iteration 55Q: 3 clusters Score -458683.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -458685.875000 Penalty: 4210.952148
	Iteration 56Q: 3 clusters Score -458685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -458686.281250 Penalty: 4210.952148
	Iteration 57Q: 3 clusters Score -458686.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -458686.281250 Penalty: 4210.952148
	Iteration 58F: 3 clusters Score -458686.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Entering Unmasked Estep 
Score: -950939.312500 Penalty: 2312.070557
	Iteration 0F: 2 clusters Score -950939.3 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 5699 members 
Entering Unmasked Estep 
Score: -942547.437500 Penalty: 4624.141113
	Iteration 0F: 3 clusters Score -942547.4 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -945320.500000 Penalty: 4624.141113
	Iteration 1F: 3 clusters Score -945320.5 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -946010.125000 Penalty: 4624.141113
	Iteration 2F: 3 clusters Score -946010.1 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -946679.000000 Penalty: 4624.141113
	Iteration 3F: 3 clusters Score -946679 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -947239.125000 Penalty: 4624.141113
	Iteration 4F: 3 clusters Score -947239.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -947647.062500 Penalty: 4624.141113
	Iteration 5F: 3 clusters Score -947647.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -947982.687500 Penalty: 4624.141113
	Iteration 6Q: 3 clusters Score -947982.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -948273.937500 Penalty: 4624.141113
	Iteration 7Q: 3 clusters Score -948273.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -948518.000000 Penalty: 4624.141113
	Iteration 8Q: 3 clusters Score -948518 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -948720.437500 Penalty: 4624.141113
	Iteration 9Q: 3 clusters Score -948720.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -948886.125000 Penalty: 4624.141113
	Iteration 10Q: 3 clusters Score -948886.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -949037.062500 Penalty: 4624.141113
	Iteration 11Q: 3 clusters Score -949037.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -949184.187500 Penalty: 4624.141113
	Iteration 12Q: 3 clusters Score -949184.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -949329.750000 Penalty: 4624.141113
	Iteration 13Q: 3 clusters Score -949329.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -949487.687500 Penalty: 4624.141113
	Iteration 14Q: 3 clusters Score -949487.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -949606.000000 Penalty: 4624.141113
	Iteration 15Q: 3 clusters Score -949606 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -949685.500000 Penalty: 4624.141113
	Iteration 16Q: 3 clusters Score -949685.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -949738.000000 Penalty: 4624.141113
	Iteration 17Q: 3 clusters Score -949738 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -949777.125000 Penalty: 4624.141113
	Iteration 18Q: 3 clusters Score -949777.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -949805.562500 Penalty: 4624.141113
	Iteration 19Q: 3 clusters Score -949805.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -949819.312500 Penalty: 4624.141113
	Iteration 20F: 3 clusters Score -949819.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -949829.187500 Penalty: 4624.141113
	Iteration 21Q: 3 clusters Score -949829.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -949837.250000 Penalty: 4624.141113
	Iteration 22Q: 3 clusters Score -949837.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -949846.312500 Penalty: 4624.141113
	Iteration 23Q: 3 clusters Score -949846.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -949853.562500 Penalty: 4624.141113
	Iteration 24Q: 3 clusters Score -949853.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -949857.250000 Penalty: 4624.141113
	Iteration 25Q: 3 clusters Score -949857.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -949865.875000 Penalty: 4624.141113
	Iteration 26Q: 3 clusters Score -949865.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -949866.437500 Penalty: 4624.141113
	Iteration 27Q: 3 clusters Score -949866.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -949868.937500 Penalty: 4624.141113
	Iteration 28Q: 3 clusters Score -949868.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -949869.625000 Penalty: 4624.141113
	Iteration 29Q: 3 clusters Score -949869.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -949872.437500 Penalty: 4624.141113
	Iteration 30Q: 3 clusters Score -949872.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -949875.500000 Penalty: 4624.141113
	Iteration 31Q: 3 clusters Score -949875.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -949878.687500 Penalty: 4624.141113
	Iteration 32Q: 3 clusters Score -949878.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -949882.375000 Penalty: 4624.141113
	Iteration 33Q: 3 clusters Score -949882.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -949882.375000 Penalty: 4624.141113
	Iteration 34Q: 3 clusters Score -949882.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -949883.562500 Penalty: 4624.141113
	Iteration 35Q: 3 clusters Score -949883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -949883.375000 Penalty: 4624.141113
	Iteration 36Q: 3 clusters Score -949883.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -949883.125000 Penalty: 4624.141113
	Iteration 37Q: 3 clusters Score -949883.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -949883.750000 Penalty: 4624.141113
	Iteration 38Q: 3 clusters Score -949883.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -949883.812500 Penalty: 4624.141113
	Iteration 39Q: 3 clusters Score -949883.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -949887.937500 Penalty: 4624.141113
	Iteration 40F: 3 clusters Score -949887.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -949886.937500 Penalty: 4624.141113
	Iteration 41Q: 3 clusters Score -949886.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -949890.812500 Penalty: 4624.141113
	Iteration 42Q: 3 clusters Score -949890.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -949889.312500 Penalty: 4624.141113
	Iteration 43Q: 3 clusters Score -949889.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -949892.562500 Penalty: 4624.141113
	Iteration 44Q: 3 clusters Score -949892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -949893.687500 Penalty: 4624.141113
	Iteration 45Q: 3 clusters Score -949893.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -949894.437500 Penalty: 4624.141113
	Iteration 46Q: 3 clusters Score -949894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -949894.437500 Penalty: 4624.141113
	Iteration 47F: 3 clusters Score -949894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 14002 members 
Mstep: Class 4 contains 8741 members 
Mstep: Class 5 contains 22442 members 
Mstep: Class 6 contains 140975 members 
Mstep: Class 7 contains 64702 members 
Mstep: Class 8 contains 10266 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 3370 members 
Mstep: Class 11 contains 10159 members 
Mstep: Class 12 contains 24614 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 23490 members 
Mstep: Class 15 contains 219203 members 
Mstep: Class 16 contains 304958 members 
Mstep: Class 17 contains 26250 members 
Mstep: Class 18 contains 225132 members 
Mstep: Class 19 contains 100884 members 
Mstep: Class 20 contains 12092 members 
Mstep: Class 21 contains 225081 members 
Mstep: Class 22 contains 37535 members 
Mstep: Class 23 contains 16254 members 
Mstep: Class 24 contains 5600 members 
Mstep: Class 25 contains 22632 members 
Mstep: Class 26 contains 11751 members 
Mstep: Class 27 contains 13517 members 
Mstep: Class 28 contains 12652 members 
Mstep: Class 29 contains 11065 members 
Mstep: Class 30 contains 5160 members 
Mstep: Class 31 contains 8610 members 
Mstep: Class 32 contains 15061 members 
Mstep: Class 33 contains 2841 members 
Mstep: Class 34 contains 6066 members 
Mstep: Class 35 contains 4865 members 
Mstep: Class 36 contains 11191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157704960.000000 Penalty: 135041.625000
Iteration 119Q: 39 clusters Score -1.57705e+08 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 9206 members 
Mstep: Class 3 contains 14003 members 
Mstep: Class 4 contains 8737 members 
Mstep: Class 5 contains 22464 members 
Mstep: Class 6 contains 140610 members 
Mstep: Class 7 contains 64696 members 
Mstep: Class 8 contains 10313 members 
Mstep: Class 9 contains 21239 members 
Mstep: Class 10 contains 3336 members 
Mstep: Class 11 contains 10181 members 
Mstep: Class 12 contains 24583 members 
Mstep: Class 13 contains 2670 members 
Mstep: Class 14 contains 23647 members 
Mstep: Class 15 contains 219142 members 
Mstep: Class 16 contains 304934 members 
Mstep: Class 17 contains 26434 members 
Mstep: Class 18 contains 225153 members 
Mstep: Class 19 contains 100869 members 
Mstep: Class 20 contains 12139 members 
Mstep: Class 21 contains 225115 members 
Mstep: Class 22 contains 37551 members 
Mstep: Class 23 contains 16209 members 
Mstep: Class 24 contains 5592 members 
Mstep: Class 25 contains 22660 members 
Mstep: Class 26 contains 11744 members 
Mstep: Class 27 contains 13513 members 
Mstep: Class 28 contains 12571 members 
Mstep: Class 29 contains 11281 members 
Mstep: Class 30 contains 5163 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 15020 members 
Mstep: Class 33 contains 2848 members 
Mstep: Class 34 contains 6068 members 
Mstep: Class 35 contains 4974 members 
Mstep: Class 36 contains 11217 members 
Mstep: Class 37 contains 6455 members 
Mstep: Class 38 contains 1811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157706016.000000 Penalty: 135041.625000
Iteration 120F: 39 clusters Score -1.57706e+08 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 9215 members 
Mstep: Class 3 contains 14000 members 
Mstep: Class 4 contains 8733 members 
Mstep: Class 5 contains 22489 members 
Mstep: Class 6 contains 140247 members 
Mstep: Class 7 contains 64696 members 
Mstep: Class 8 contains 10358 members 
Mstep: Class 9 contains 21216 members 
Mstep: Class 10 contains 3301 members 
Mstep: Class 11 contains 10200 members 
Mstep: Class 12 contains 24548 members 
Mstep: Class 13 contains 2668 members 
Mstep: Class 14 contains 23816 members 
Mstep: Class 15 contains 219094 members 
Mstep: Class 16 contains 304901 members 
Mstep: Class 17 contains 26575 members 
Mstep: Class 18 contains 225180 members 
Mstep: Class 19 contains 100869 members 
Mstep: Class 20 contains 12174 members 
Mstep: Class 21 contains 225053 members 
Mstep: Class 22 contains 37576 members 
Mstep: Class 23 contains 16126 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 22672 members 
Mstep: Class 26 contains 11743 members 
Mstep: Class 27 contains 13495 members 
Mstep: Class 28 contains 12488 members 
Mstep: Class 29 contains 11448 members 
Mstep: Class 30 contains 5165 members 
Mstep: Class 31 contains 8610 members 
Mstep: Class 32 contains 14957 members 
Mstep: Class 33 contains 2838 members 
Mstep: Class 34 contains 6074 members 
Mstep: Class 35 contains 5129 members 
Mstep: Class 36 contains 11149 members 
Mstep: Class 37 contains 6432 members 
Mstep: Class 38 contains 1935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707136.000000 Penalty: 135041.625000
Iteration 121Q: 39 clusters Score -1.577071e+08 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 9216 members 
Mstep: Class 3 contains 13997 members 
Mstep: Class 4 contains 8728 members 
Mstep: Class 5 contains 22508 members 
Mstep: Class 6 contains 139885 members 
Mstep: Class 7 contains 64705 members 
Mstep: Class 8 contains 10401 members 
Mstep: Class 9 contains 21204 members 
Mstep: Class 10 contains 3282 members 
Mstep: Class 11 contains 10218 members 
Mstep: Class 12 contains 24532 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 23976 members 
Mstep: Class 15 contains 219047 members 
Mstep: Class 16 contains 304870 members 
Mstep: Class 17 contains 26713 members 
Mstep: Class 18 contains 225205 members 
Mstep: Class 19 contains 100874 members 
Mstep: Class 20 contains 12218 members 
Mstep: Class 21 contains 224979 members 
Mstep: Class 22 contains 37592 members 
Mstep: Class 23 contains 16055 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 22680 members 
Mstep: Class 26 contains 11742 members 
Mstep: Class 27 contains 13474 members 
Mstep: Class 28 contains 12398 members 
Mstep: Class 29 contains 11561 members 
Mstep: Class 30 contains 5174 members 
Mstep: Class 31 contains 8608 members 
Mstep: Class 32 contains 14918 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6080 members 
Mstep: Class 35 contains 5288 members 
Mstep: Class 36 contains 11113 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157707744.000000 Penalty: 135041.625000
Iteration 122Q: 39 clusters Score -1.577077e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9214 members 
Mstep: Class 3 contains 14001 members 
Mstep: Class 4 contains 8724 members 
Mstep: Class 5 contains 22529 members 
Mstep: Class 6 contains 139554 members 
Mstep: Class 7 contains 64711 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 21198 members 
Mstep: Class 10 contains 3269 members 
Mstep: Class 11 contains 10238 members 
Mstep: Class 12 contains 24507 members 
Mstep: Class 13 contains 2666 members 
Mstep: Class 14 contains 24060 members 
Mstep: Class 15 contains 218986 members 
Mstep: Class 16 contains 304848 members 
Mstep: Class 17 contains 26846 members 
Mstep: Class 18 contains 225210 members 
Mstep: Class 19 contains 100877 members 
Mstep: Class 20 contains 12256 members 
Mstep: Class 21 contains 224912 members 
Mstep: Class 22 contains 37615 members 
Mstep: Class 23 contains 15977 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 22703 members 
Mstep: Class 26 contains 11746 members 
Mstep: Class 27 contains 13452 members 
Mstep: Class 28 contains 12329 members 
Mstep: Class 29 contains 11659 members 
Mstep: Class 30 contains 5181 members 
Mstep: Class 31 contains 8605 members 
Mstep: Class 32 contains 14894 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6086 members 
Mstep: Class 35 contains 5465 members 
Mstep: Class 36 contains 11094 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 2070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708048.000000 Penalty: 135041.625000
Iteration 123Q: 39 clusters Score -1.57708e+08 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 9216 members 
Mstep: Class 3 contains 13997 members 
Mstep: Class 4 contains 8726 members 
Mstep: Class 5 contains 22550 members 
Mstep: Class 6 contains 139251 members 
Mstep: Class 7 contains 64717 members 
Mstep: Class 8 contains 10482 members 
Mstep: Class 9 contains 21184 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 10247 members 
Mstep: Class 12 contains 24490 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 24131 members 
Mstep: Class 15 contains 218929 members 
Mstep: Class 16 contains 304797 members 
Mstep: Class 17 contains 26966 members 
Mstep: Class 18 contains 225219 members 
Mstep: Class 19 contains 100887 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 224875 members 
Mstep: Class 22 contains 37630 members 
Mstep: Class 23 contains 15904 members 
Mstep: Class 24 contains 5579 members 
Mstep: Class 25 contains 22723 members 
Mstep: Class 26 contains 11757 members 
Mstep: Class 27 contains 13427 members 
Mstep: Class 28 contains 12248 members 
Mstep: Class 29 contains 11743 members 
Mstep: Class 30 contains 5178 members 
Mstep: Class 31 contains 8603 members 
Mstep: Class 32 contains 14884 members 
Mstep: Class 33 contains 2832 members 
Mstep: Class 34 contains 6103 members 
Mstep: Class 35 contains 5626 members 
Mstep: Class 36 contains 11063 members 
Mstep: Class 37 contains 6411 members 
Mstep: Class 38 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708336.000000 Penalty: 135041.625000
Iteration 124Q: 39 clusters Score -1.577083e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 9212 members 
Mstep: Class 3 contains 13993 members 
Mstep: Class 4 contains 8725 members 
Mstep: Class 5 contains 22554 members 
Mstep: Class 6 contains 138955 members 
Mstep: Class 7 contains 64723 members 
Mstep: Class 8 contains 10538 members 
Mstep: Class 9 contains 21170 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 11 contains 10249 members 
Mstep: Class 12 contains 24473 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 24203 members 
Mstep: Class 15 contains 218876 members 
Mstep: Class 16 contains 304742 members 
Mstep: Class 17 contains 27082 members 
Mstep: Class 18 contains 225235 members 
Mstep: Class 19 contains 100889 members 
Mstep: Class 20 contains 12351 members 
Mstep: Class 21 contains 224806 members 
Mstep: Class 22 contains 37645 members 
Mstep: Class 23 contains 15856 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 22750 members 
Mstep: Class 26 contains 11755 members 
Mstep: Class 27 contains 13402 members 
Mstep: Class 28 contains 12193 members 
Mstep: Class 29 contains 11814 members 
Mstep: Class 30 contains 5178 members 
Mstep: Class 31 contains 8603 members 
Mstep: Class 32 contains 14879 members 
Mstep: Class 33 contains 2831 members 
Mstep: Class 34 contains 6113 members 
Mstep: Class 35 contains 5816 members 
Mstep: Class 36 contains 11049 members 
Mstep: Class 37 contains 6407 members 
Mstep: Class 38 contains 2157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708592.000000 Penalty: 135041.625000
Iteration 125Q: 39 clusters Score -1.577086e+08 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9211 members 
Mstep: Class 3 contains 13986 members 
Mstep: Class 4 contains 8724 members 
Mstep: Class 5 contains 22563 members 
Mstep: Class 6 contains 138667 members 
Mstep: Class 7 contains 64732 members 
Mstep: Class 8 contains 10588 members 
Mstep: Class 9 contains 21154 members 
Mstep: Class 10 contains 3257 members 
Mstep: Class 11 contains 10245 members 
Mstep: Class 12 contains 24442 members 
Mstep: Class 13 contains 2673 members 
Mstep: Class 14 contains 24295 members 
Mstep: Class 15 contains 218821 members 
Mstep: Class 16 contains 304693 members 
Mstep: Class 17 contains 27189 members 
Mstep: Class 18 contains 225251 members 
Mstep: Class 19 contains 100891 members 
Mstep: Class 20 contains 12400 members 
Mstep: Class 21 contains 224731 members 
Mstep: Class 22 contains 37664 members 
Mstep: Class 23 contains 15789 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 22786 members 
Mstep: Class 26 contains 11763 members 
Mstep: Class 27 contains 13370 members 
Mstep: Class 28 contains 12144 members 
Mstep: Class 29 contains 11883 members 
Mstep: Class 30 contains 5184 members 
Mstep: Class 31 contains 8598 members 
Mstep: Class 32 contains 14877 members 
Mstep: Class 33 contains 2830 members 
Mstep: Class 34 contains 6129 members 
Mstep: Class 35 contains 6002 members 
Mstep: Class 36 contains 11024 members 
Mstep: Class 37 contains 6405 members 
Mstep: Class 38 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157708832.000000 Penalty: 135041.625000
Iteration 126Q: 39 clusters Score -1.577088e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9213 members 
Mstep: Class 3 contains 13973 members 
Mstep: Class 4 contains 8726 members 
Mstep: Class 5 contains 22574 members 
Mstep: Class 6 contains 138358 members 
Mstep: Class 7 contains 64735 members 
Mstep: Class 8 contains 10635 members 
Mstep: Class 9 contains 21143 members 
Mstep: Class 10 contains 3254 members 
Mstep: Class 11 contains 10262 members 
Mstep: Class 12 contains 24422 members 
Mstep: Class 13 contains 2673 members 
Mstep: Class 14 contains 24407 members 
Mstep: Class 15 contains 218774 members 
Mstep: Class 16 contains 304630 members 
Mstep: Class 17 contains 27272 members 
Mstep: Class 18 contains 225269 members 
Mstep: Class 19 contains 100896 members 
Mstep: Class 20 contains 12438 members 
Mstep: Class 21 contains 224653 members 
Mstep: Class 22 contains 37695 members 
Mstep: Class 23 contains 15731 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 22818 members 
Mstep: Class 26 contains 11766 members 
Mstep: Class 27 contains 13338 members 
Mstep: Class 28 contains 12114 members 
Mstep: Class 29 contains 11941 members 
Mstep: Class 30 contains 5184 members 
Mstep: Class 31 contains 8594 members 
Mstep: Class 32 contains 14883 members 
Mstep: Class 33 contains 2830 members 
Mstep: Class 34 contains 6145 members 
Mstep: Class 35 contains 6200 members 
Mstep: Class 36 contains 11003 members 
Mstep: Class 37 contains 6396 members 
Mstep: Class 38 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157709136.000000 Penalty: 135041.625000
Iteration 127Q: 39 clusters Score -1.577091e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9215 members 
Mstep: Class 3 contains 13963 members 
Mstep: Class 4 contains 8729 members 
Mstep: Class 5 contains 22587 members 
Mstep: Class 6 contains 138048 members 
Mstep: Class 7 contains 64742 members 
Mstep: Class 8 contains 10695 members 
Mstep: Class 9 contains 21132 members 
Mstep: Class 10 contains 3252 members 
Mstep: Class 11 contains 10268 members 
Mstep: Class 12 contains 24388 members 
Mstep: Class 13 contains 2672 members 
Mstep: Class 14 contains 24503 members 
Mstep: Class 15 contains 218727 members 
Mstep: Class 16 contains 304574 members 
Mstep: Class 17 contains 27356 members 
Mstep: Class 18 contains 225287 members 
Mstep: Class 19 contains 100905 members 
Mstep: Class 20 contains 12468 members 
Mstep: Class 21 contains 224567 members 
Mstep: Class 22 contains 37727 members 
Mstep: Class 23 contains 15703 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 22840 members 
Mstep: Class 26 contains 11772 members 
Mstep: Class 27 contains 13317 members 
Mstep: Class 28 contains 12083 members 
Mstep: Class 29 contains 11999 members 
Mstep: Class 30 contains 5186 members 
Mstep: Class 31 contains 8589 members 
Mstep: Class 32 contains 14886 members 
Mstep: Class 33 contains 2830 members 
Mstep: Class 34 contains 6158 members 
Mstep: Class 35 contains 6392 members 
Mstep: Class 36 contains 10986 members 
Mstep: Class 37 contains 6383 members 
Mstep: Class 38 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157709840.000000 Penalty: 135041.625000
Iteration 128Q: 39 clusters Score -1.577098e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 9216 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 8729 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 137723 members 
Mstep: Class 7 contains 64743 members 
Mstep: Class 8 contains 10742 members 
Mstep: Class 9 contains 21125 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 10272 members 
Mstep: Class 12 contains 24347 members 
Mstep: Class 13 contains 2676 members 
Mstep: Class 14 contains 24600 members 
Mstep: Class 15 contains 218696 members 
Mstep: Class 16 contains 304521 members 
Mstep: Class 17 contains 27424 members 
Mstep: Class 18 contains 225294 members 
Mstep: Class 19 contains 100905 members 
Mstep: Class 20 contains 12497 members 
Mstep: Class 21 contains 224493 members 
Mstep: Class 22 contains 37748 members 
Mstep: Class 23 contains 15675 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 22870 members 
Mstep: Class 26 contains 11772 members 
Mstep: Class 27 contains 13288 members 
Mstep: Class 28 contains 12066 members 
Mstep: Class 29 contains 12053 members 
Mstep: Class 30 contains 5190 members 
Mstep: Class 31 contains 8588 members 
Mstep: Class 32 contains 14892 members 
Mstep: Class 33 contains 2830 members 
Mstep: Class 34 contains 6165 members 
Mstep: Class 35 contains 6634 members 
Mstep: Class 36 contains 10969 members 
Mstep: Class 37 contains 6367 members 
Mstep: Class 38 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157709888.000000 Penalty: 135041.625000
Iteration 129Q: 39 clusters Score -1.577099e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 9219 members 
Mstep: Class 3 contains 13953 members 
Mstep: Class 4 contains 8727 members 
Mstep: Class 5 contains 22612 members 
Mstep: Class 6 contains 137431 members 
Mstep: Class 7 contains 64745 members 
Mstep: Class 8 contains 10782 members 
Mstep: Class 9 contains 21114 members 
Mstep: Class 10 contains 3246 members 
Mstep: Class 11 contains 10277 members 
Mstep: Class 12 contains 24318 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 24684 members 
Mstep: Class 15 contains 218659 members 
Mstep: Class 16 contains 304485 members 
Mstep: Class 17 contains 27483 members 
Mstep: Class 18 contains 225305 members 
Mstep: Class 19 contains 100899 members 
Mstep: Class 20 contains 12510 members 
Mstep: Class 21 contains 224406 members 
Mstep: Class 22 contains 37766 members 
Mstep: Class 23 contains 15655 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 22913 members 
Mstep: Class 26 contains 11772 members 
Mstep: Class 27 contains 13259 members 
Mstep: Class 28 contains 12058 members 
Mstep: Class 29 contains 12112 members 
Mstep: Class 30 contains 5194 members 
Mstep: Class 31 contains 8588 members 
Mstep: Class 32 contains 14897 members 
Mstep: Class 33 contains 2830 members 
Mstep: Class 34 contains 6174 members 
Mstep: Class 35 contains 6845 members 
Mstep: Class 36 contains 10954 members 
Mstep: Class 37 contains 6361 members 
Mstep: Class 38 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710016.000000 Penalty: 135041.625000
Iteration 130Q: 39 clusters Score -1.5771e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 9220 members 
Mstep: Class 3 contains 13950 members 
Mstep: Class 4 contains 8727 members 
Mstep: Class 5 contains 22614 members 
Mstep: Class 6 contains 137163 members 
Mstep: Class 7 contains 64748 members 
Mstep: Class 8 contains 10822 members 
Mstep: Class 9 contains 21104 members 
Mstep: Class 10 contains 3248 members 
Mstep: Class 11 contains 10269 members 
Mstep: Class 12 contains 24300 members 
Mstep: Class 13 contains 2682 members 
Mstep: Class 14 contains 24759 members 
Mstep: Class 15 contains 218636 members 
Mstep: Class 16 contains 304475 members 
Mstep: Class 17 contains 27539 members 
Mstep: Class 18 contains 225310 members 
Mstep: Class 19 contains 100908 members 
Mstep: Class 20 contains 12517 members 
Mstep: Class 21 contains 224333 members 
Mstep: Class 22 contains 37773 members 
Mstep: Class 23 contains 15632 members 
Mstep: Class 24 contains 5565 members 
Mstep: Class 25 contains 22944 members 
Mstep: Class 26 contains 11776 members 
Mstep: Class 27 contains 13231 members 
Mstep: Class 28 contains 12051 members 
Mstep: Class 29 contains 12146 members 
Mstep: Class 30 contains 5194 members 
Mstep: Class 31 contains 8588 members 
Mstep: Class 32 contains 14900 members 
Mstep: Class 33 contains 2829 members 
Mstep: Class 34 contains 6168 members 
Mstep: Class 35 contains 7050 members 
Mstep: Class 36 contains 10938 members 
Mstep: Class 37 contains 6358 members 
Mstep: Class 38 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710208.000000 Penalty: 135041.625000
Iteration 131Q: 39 clusters Score -1.577102e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9223 members 
Mstep: Class 3 contains 13937 members 
Mstep: Class 4 contains 8725 members 
Mstep: Class 5 contains 22623 members 
Mstep: Class 6 contains 136877 members 
Mstep: Class 7 contains 64752 members 
Mstep: Class 8 contains 10872 members 
Mstep: Class 9 contains 21098 members 
Mstep: Class 10 contains 3251 members 
Mstep: Class 11 contains 10267 members 
Mstep: Class 12 contains 24259 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 24821 members 
Mstep: Class 15 contains 218616 members 
Mstep: Class 16 contains 304451 members 
Mstep: Class 17 contains 27599 members 
Mstep: Class 18 contains 225320 members 
Mstep: Class 19 contains 100918 members 
Mstep: Class 20 contains 12525 members 
Mstep: Class 21 contains 224272 members 
Mstep: Class 22 contains 37775 members 
Mstep: Class 23 contains 15616 members 
Mstep: Class 24 contains 5561 members 
Mstep: Class 25 contains 22984 members 
Mstep: Class 26 contains 11783 members 
Mstep: Class 27 contains 13203 members 
Mstep: Class 28 contains 12043 members 
Mstep: Class 29 contains 12169 members 
Mstep: Class 30 contains 5202 members 
Mstep: Class 31 contains 8587 members 
Mstep: Class 32 contains 14902 members 
Mstep: Class 33 contains 2827 members 
Mstep: Class 34 contains 6166 members 
Mstep: Class 35 contains 7268 members 
Mstep: Class 36 contains 10928 members 
Mstep: Class 37 contains 6360 members 
Mstep: Class 38 contains 2255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710400.000000 Penalty: 135041.625000
Iteration 132Q: 39 clusters Score -1.577104e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9223 members 
Mstep: Class 3 contains 13935 members 
Mstep: Class 4 contains 8725 members 
Mstep: Class 5 contains 22629 members 
Mstep: Class 6 contains 136593 members 
Mstep: Class 7 contains 64756 members 
Mstep: Class 8 contains 10891 members 
Mstep: Class 9 contains 21085 members 
Mstep: Class 10 contains 3257 members 
Mstep: Class 11 contains 10265 members 
Mstep: Class 12 contains 24227 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 24890 members 
Mstep: Class 15 contains 218592 members 
Mstep: Class 16 contains 304440 members 
Mstep: Class 17 contains 27647 members 
Mstep: Class 18 contains 225330 members 
Mstep: Class 19 contains 100931 members 
Mstep: Class 20 contains 12529 members 
Mstep: Class 21 contains 224210 members 
Mstep: Class 22 contains 37794 members 
Mstep: Class 23 contains 15611 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 23010 members 
Mstep: Class 26 contains 11785 members 
Mstep: Class 27 contains 13177 members 
Mstep: Class 28 contains 12037 members 
Mstep: Class 29 contains 12190 members 
Mstep: Class 30 contains 5210 members 
Mstep: Class 31 contains 8584 members 
Mstep: Class 32 contains 14904 members 
Mstep: Class 33 contains 2828 members 
Mstep: Class 34 contains 6170 members 
Mstep: Class 35 contains 7483 members 
Mstep: Class 36 contains 10922 members 
Mstep: Class 37 contains 6360 members 
Mstep: Class 38 contains 2260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710592.000000 Penalty: 135041.625000
Iteration 133Q: 39 clusters Score -1.577106e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9225 members 
Mstep: Class 3 contains 13924 members 
Mstep: Class 4 contains 8726 members 
Mstep: Class 5 contains 22631 members 
Mstep: Class 6 contains 136331 members 
Mstep: Class 7 contains 64760 members 
Mstep: Class 8 contains 10906 members 
Mstep: Class 9 contains 21076 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 10269 members 
Mstep: Class 12 contains 24196 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 24933 members 
Mstep: Class 15 contains 218575 members 
Mstep: Class 16 contains 304440 members 
Mstep: Class 17 contains 27709 members 
Mstep: Class 18 contains 225343 members 
Mstep: Class 19 contains 100939 members 
Mstep: Class 20 contains 12536 members 
Mstep: Class 21 contains 224141 members 
Mstep: Class 22 contains 37816 members 
Mstep: Class 23 contains 15593 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 23043 members 
Mstep: Class 26 contains 11792 members 
Mstep: Class 27 contains 13135 members 
Mstep: Class 28 contains 12022 members 
Mstep: Class 29 contains 12223 members 
Mstep: Class 30 contains 5216 members 
Mstep: Class 31 contains 8582 members 
Mstep: Class 32 contains 14905 members 
Mstep: Class 33 contains 2830 members 
Mstep: Class 34 contains 6165 members 
Mstep: Class 35 contains 7690 members 
Mstep: Class 36 contains 10919 members 
Mstep: Class 37 contains 6360 members 
Mstep: Class 38 contains 2265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710448.000000 Penalty: 135041.625000
Iteration 134Q: 39 clusters Score -1.577104e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 9230 members 
Mstep: Class 3 contains 13914 members 
Mstep: Class 4 contains 8724 members 
Mstep: Class 5 contains 22640 members 
Mstep: Class 6 contains 136121 members 
Mstep: Class 7 contains 64760 members 
Mstep: Class 8 contains 10944 members 
Mstep: Class 9 contains 21066 members 
Mstep: Class 10 contains 3264 members 
Mstep: Class 11 contains 10274 members 
Mstep: Class 12 contains 24160 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 24971 members 
Mstep: Class 15 contains 218582 members 
Mstep: Class 16 contains 304412 members 
Mstep: Class 17 contains 27771 members 
Mstep: Class 18 contains 225361 members 
Mstep: Class 19 contains 100952 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 224062 members 
Mstep: Class 22 contains 37827 members 
Mstep: Class 23 contains 15577 members 
Mstep: Class 24 contains 5554 members 
Mstep: Class 25 contains 23079 members 
Mstep: Class 26 contains 11793 members 
Mstep: Class 27 contains 13106 members 
Mstep: Class 28 contains 12007 members 
Mstep: Class 29 contains 12253 members 
Mstep: Class 30 contains 5215 members 
Mstep: Class 31 contains 8576 members 
Mstep: Class 32 contains 14908 members 
Mstep: Class 33 contains 2832 members 
Mstep: Class 34 contains 6156 members 
Mstep: Class 35 contains 7859 members 
Mstep: Class 36 contains 10914 members 
Mstep: Class 37 contains 6361 members 
Mstep: Class 38 contains 2265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710576.000000 Penalty: 135041.625000
Iteration 135Q: 39 clusters Score -1.577106e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9234 members 
Mstep: Class 3 contains 13903 members 
Mstep: Class 4 contains 8725 members 
Mstep: Class 5 contains 22644 members 
Mstep: Class 6 contains 135931 members 
Mstep: Class 7 contains 64765 members 
Mstep: Class 8 contains 10931 members 
Mstep: Class 9 contains 21062 members 
Mstep: Class 10 contains 3265 members 
Mstep: Class 11 contains 10281 members 
Mstep: Class 12 contains 24137 members 
Mstep: Class 13 contains 2694 members 
Mstep: Class 14 contains 25015 members 
Mstep: Class 15 contains 218570 members 
Mstep: Class 16 contains 304425 members 
Mstep: Class 17 contains 27807 members 
Mstep: Class 18 contains 225369 members 
Mstep: Class 19 contains 100958 members 
Mstep: Class 20 contains 12562 members 
Mstep: Class 21 contains 224000 members 
Mstep: Class 22 contains 37838 members 
Mstep: Class 23 contains 15561 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 23089 members 
Mstep: Class 26 contains 11795 members 
Mstep: Class 27 contains 13078 members 
Mstep: Class 28 contains 12015 members 
Mstep: Class 29 contains 12289 members 
Mstep: Class 30 contains 5224 members 
Mstep: Class 31 contains 8571 members 
Mstep: Class 32 contains 14907 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 8016 members 
Mstep: Class 36 contains 10911 members 
Mstep: Class 37 contains 6357 members 
Mstep: Class 38 contains 2266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157710848.000000 Penalty: 135041.625000
Iteration 136Q: 39 clusters Score -1.577108e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9238 members 
Mstep: Class 3 contains 13894 members 
Mstep: Class 4 contains 8727 members 
Mstep: Class 5 contains 22653 members 
Mstep: Class 6 contains 135733 members 
Mstep: Class 7 contains 64768 members 
Mstep: Class 8 contains 10934 members 
Mstep: Class 9 contains 21058 members 
Mstep: Class 10 contains 3265 members 
Mstep: Class 11 contains 10283 members 
Mstep: Class 12 contains 24110 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 25037 members 
Mstep: Class 15 contains 218556 members 
Mstep: Class 16 contains 304424 members 
Mstep: Class 17 contains 27840 members 
Mstep: Class 18 contains 225373 members 
Mstep: Class 19 contains 100968 members 
Mstep: Class 20 contains 12575 members 
Mstep: Class 21 contains 223938 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15545 members 
Mstep: Class 24 contains 5545 members 
Mstep: Class 25 contains 23105 members 
Mstep: Class 26 contains 11798 members 
Mstep: Class 27 contains 13049 members 
Mstep: Class 28 contains 12014 members 
Mstep: Class 29 contains 12324 members 
Mstep: Class 30 contains 5228 members 
Mstep: Class 31 contains 8568 members 
Mstep: Class 32 contains 14907 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 8203 members 
Mstep: Class 36 contains 10909 members 
Mstep: Class 37 contains 6359 members 
Mstep: Class 38 contains 2266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711328.000000 Penalty: 135041.625000
Iteration 137Q: 39 clusters Score -1.577113e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 9240 members 
Mstep: Class 3 contains 13892 members 
Mstep: Class 4 contains 8725 members 
Mstep: Class 5 contains 22658 members 
Mstep: Class 6 contains 135543 members 
Mstep: Class 7 contains 64772 members 
Mstep: Class 8 contains 10953 members 
Mstep: Class 9 contains 21060 members 
Mstep: Class 10 contains 3266 members 
Mstep: Class 11 contains 10284 members 
Mstep: Class 12 contains 24095 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 25070 members 
Mstep: Class 15 contains 218544 members 
Mstep: Class 16 contains 304412 members 
Mstep: Class 17 contains 27875 members 
Mstep: Class 18 contains 225380 members 
Mstep: Class 19 contains 100973 members 
Mstep: Class 20 contains 12582 members 
Mstep: Class 21 contains 223856 members 
Mstep: Class 22 contains 37873 members 
Mstep: Class 23 contains 15531 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 23124 members 
Mstep: Class 26 contains 11801 members 
Mstep: Class 27 contains 13016 members 
Mstep: Class 28 contains 12004 members 
Mstep: Class 29 contains 12370 members 
Mstep: Class 30 contains 5235 members 
Mstep: Class 31 contains 8563 members 
Mstep: Class 32 contains 14911 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6154 members 
Mstep: Class 35 contains 8370 members 
Mstep: Class 36 contains 10903 members 
Mstep: Class 37 contains 6360 members 
Mstep: Class 38 contains 2266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711488.000000 Penalty: 135041.625000
Iteration 138Q: 39 clusters Score -1.577115e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 9245 members 
Mstep: Class 3 contains 13882 members 
Mstep: Class 4 contains 8726 members 
Mstep: Class 5 contains 22668 members 
Mstep: Class 6 contains 135346 members 
Mstep: Class 7 contains 64779 members 
Mstep: Class 8 contains 10980 members 
Mstep: Class 9 contains 21054 members 
Mstep: Class 10 contains 3267 members 
Mstep: Class 11 contains 10286 members 
Mstep: Class 12 contains 24069 members 
Mstep: Class 13 contains 2694 members 
Mstep: Class 14 contains 25096 members 
Mstep: Class 15 contains 218523 members 
Mstep: Class 16 contains 304398 members 
Mstep: Class 17 contains 27903 members 
Mstep: Class 18 contains 225386 members 
Mstep: Class 19 contains 100983 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 223768 members 
Mstep: Class 22 contains 37884 members 
Mstep: Class 23 contains 15515 members 
Mstep: Class 24 contains 5528 members 
Mstep: Class 25 contains 23152 members 
Mstep: Class 26 contains 11804 members 
Mstep: Class 27 contains 12997 members 
Mstep: Class 28 contains 11999 members 
Mstep: Class 29 contains 12413 members 
Mstep: Class 30 contains 5241 members 
Mstep: Class 31 contains 8562 members 
Mstep: Class 32 contains 14920 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6151 members 
Mstep: Class 35 contains 8549 members 
Mstep: Class 36 contains 10901 members 
Mstep: Class 37 contains 6364 members 
Mstep: Class 38 contains 2267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711696.000000 Penalty: 135041.625000
Iteration 139Q: 39 clusters Score -1.577117e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9250 members 
Mstep: Class 3 contains 13876 members 
Mstep: Class 4 contains 8725 members 
Mstep: Class 5 contains 22663 members 
Mstep: Class 6 contains 135160 members 
Mstep: Class 7 contains 64781 members 
Mstep: Class 8 contains 10981 members 
Mstep: Class 9 contains 21049 members 
Mstep: Class 10 contains 3270 members 
Mstep: Class 11 contains 10288 members 
Mstep: Class 12 contains 24070 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 25129 members 
Mstep: Class 15 contains 218510 members 
Mstep: Class 16 contains 304406 members 
Mstep: Class 17 contains 27943 members 
Mstep: Class 18 contains 225393 members 
Mstep: Class 19 contains 100993 members 
Mstep: Class 20 contains 12601 members 
Mstep: Class 21 contains 223669 members 
Mstep: Class 22 contains 37886 members 
Mstep: Class 23 contains 15505 members 
Mstep: Class 24 contains 5518 members 
Mstep: Class 25 contains 23176 members 
Mstep: Class 26 contains 11810 members 
Mstep: Class 27 contains 12971 members 
Mstep: Class 28 contains 11988 members 
Mstep: Class 29 contains 12460 members 
Mstep: Class 30 contains 5249 members 
Mstep: Class 31 contains 8559 members 
Mstep: Class 32 contains 14929 members 
Mstep: Class 33 contains 2832 members 
Mstep: Class 34 contains 6162 members 
Mstep: Class 35 contains 8698 members 
Mstep: Class 36 contains 10902 members 
Mstep: Class 37 contains 6361 members 
Mstep: Class 38 contains 2269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711936.000000 Penalty: 135041.625000
Iteration 140F: 39 clusters Score -1.577119e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9252 members 
Mstep: Class 3 contains 13868 members 
Mstep: Class 4 contains 8725 members 
Mstep: Class 5 contains 22666 members 
Mstep: Class 6 contains 134970 members 
Mstep: Class 7 contains 64787 members 
Mstep: Class 8 contains 10995 members 
Mstep: Class 9 contains 21046 members 
Mstep: Class 10 contains 3276 members 
Mstep: Class 11 contains 10285 members 
Mstep: Class 12 contains 24069 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 25156 members 
Mstep: Class 15 contains 218500 members 
Mstep: Class 16 contains 304405 members 
Mstep: Class 17 contains 27966 members 
Mstep: Class 18 contains 225402 members 
Mstep: Class 19 contains 101002 members 
Mstep: Class 20 contains 12613 members 
Mstep: Class 21 contains 223596 members 
Mstep: Class 22 contains 37898 members 
Mstep: Class 23 contains 15493 members 
Mstep: Class 24 contains 5510 members 
Mstep: Class 25 contains 23196 members 
Mstep: Class 26 contains 11816 members 
Mstep: Class 27 contains 12949 members 
Mstep: Class 28 contains 11988 members 
Mstep: Class 29 contains 12494 members 
Mstep: Class 30 contains 5254 members 
Mstep: Class 31 contains 8556 members 
Mstep: Class 32 contains 14928 members 
Mstep: Class 33 contains 2832 members 
Mstep: Class 34 contains 6159 members 
Mstep: Class 35 contains 8856 members 
Mstep: Class 36 contains 10895 members 
Mstep: Class 37 contains 6359 members 
Mstep: Class 38 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712144.000000 Penalty: 135041.625000
Iteration 141Q: 39 clusters Score -1.577121e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 9256 members 
Mstep: Class 3 contains 13862 members 
Mstep: Class 4 contains 8724 members 
Mstep: Class 5 contains 22665 members 
Mstep: Class 6 contains 134783 members 
Mstep: Class 7 contains 64788 members 
Mstep: Class 8 contains 11004 members 
Mstep: Class 9 contains 21044 members 
Mstep: Class 10 contains 3280 members 
Mstep: Class 11 contains 10289 members 
Mstep: Class 12 contains 24075 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 25177 members 
Mstep: Class 15 contains 218492 members 
Mstep: Class 16 contains 304407 members 
Mstep: Class 17 contains 27992 members 
Mstep: Class 18 contains 225408 members 
Mstep: Class 19 contains 101017 members 
Mstep: Class 20 contains 12620 members 
Mstep: Class 21 contains 223533 members 
Mstep: Class 22 contains 37918 members 
Mstep: Class 23 contains 15489 members 
Mstep: Class 24 contains 5503 members 
Mstep: Class 25 contains 23214 members 
Mstep: Class 26 contains 11819 members 
Mstep: Class 27 contains 12930 members 
Mstep: Class 28 contains 11986 members 
Mstep: Class 29 contains 12529 members 
Mstep: Class 30 contains 5260 members 
Mstep: Class 31 contains 8554 members 
Mstep: Class 32 contains 14928 members 
Mstep: Class 33 contains 2833 members 
Mstep: Class 34 contains 6157 members 
Mstep: Class 35 contains 8970 members 
Mstep: Class 36 contains 10894 members 
Mstep: Class 37 contains 6360 members 
Mstep: Class 38 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712240.000000 Penalty: 135041.625000
Iteration 142Q: 39 clusters Score -1.577122e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 9258 members 
Mstep: Class 3 contains 13856 members 
Mstep: Class 4 contains 8726 members 
Mstep: Class 5 contains 22667 members 
Mstep: Class 6 contains 134631 members 
Mstep: Class 7 contains 64786 members 
Mstep: Class 8 contains 11013 members 
Mstep: Class 9 contains 21044 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 10293 members 
Mstep: Class 12 contains 24076 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 25200 members 
Mstep: Class 15 contains 218485 members 
Mstep: Class 16 contains 304407 members 
Mstep: Class 17 contains 28009 members 
Mstep: Class 18 contains 225415 members 
Mstep: Class 19 contains 101026 members 
Mstep: Class 20 contains 12631 members 
Mstep: Class 21 contains 223482 members 
Mstep: Class 22 contains 37916 members 
Mstep: Class 23 contains 15489 members 
Mstep: Class 24 contains 5499 members 
Mstep: Class 25 contains 23236 members 
Mstep: Class 26 contains 11826 members 
Mstep: Class 27 contains 12914 members 
Mstep: Class 28 contains 11975 members 
Mstep: Class 29 contains 12564 members 
Mstep: Class 30 contains 5263 members 
Mstep: Class 31 contains 8549 members 
Mstep: Class 32 contains 14932 members 
Mstep: Class 33 contains 2833 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 9077 members 
Mstep: Class 36 contains 10887 members 
Mstep: Class 37 contains 6360 members 
Mstep: Class 38 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712048.000000 Penalty: 135041.625000
Iteration 143Q: 39 clusters Score -1.57712e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 9260 members 
Mstep: Class 3 contains 13848 members 
Mstep: Class 4 contains 8725 members 
Mstep: Class 5 contains 22676 members 
Mstep: Class 6 contains 134478 members 
Mstep: Class 7 contains 64786 members 
Mstep: Class 8 contains 11015 members 
Mstep: Class 9 contains 21039 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 10297 members 
Mstep: Class 12 contains 24073 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 25215 members 
Mstep: Class 15 contains 218487 members 
Mstep: Class 16 contains 304397 members 
Mstep: Class 17 contains 28029 members 
Mstep: Class 18 contains 225419 members 
Mstep: Class 19 contains 101029 members 
Mstep: Class 20 contains 12637 members 
Mstep: Class 21 contains 223453 members 
Mstep: Class 22 contains 37929 members 
Mstep: Class 23 contains 15486 members 
Mstep: Class 24 contains 5498 members 
Mstep: Class 25 contains 23256 members 
Mstep: Class 26 contains 11834 members 
Mstep: Class 27 contains 12890 members 
Mstep: Class 28 contains 11957 members 
Mstep: Class 29 contains 12594 members 
Mstep: Class 30 contains 5272 members 
Mstep: Class 31 contains 8547 members 
Mstep: Class 32 contains 14937 members 
Mstep: Class 33 contains 2833 members 
Mstep: Class 34 contains 6150 members 
Mstep: Class 35 contains 9193 members 
Mstep: Class 36 contains 10874 members 
Mstep: Class 37 contains 6360 members 
Mstep: Class 38 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712144.000000 Penalty: 135041.625000
Iteration 144Q: 39 clusters Score -1.577121e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9258 members 
Mstep: Class 3 contains 13835 members 
Mstep: Class 4 contains 8723 members 
Mstep: Class 5 contains 22674 members 
Mstep: Class 6 contains 134342 members 
Mstep: Class 7 contains 64788 members 
Mstep: Class 8 contains 11032 members 
Mstep: Class 9 contains 21036 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 10299 members 
Mstep: Class 12 contains 24072 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 25197 members 
Mstep: Class 15 contains 218485 members 
Mstep: Class 16 contains 304397 members 
Mstep: Class 17 contains 28047 members 
Mstep: Class 18 contains 225427 members 
Mstep: Class 19 contains 101038 members 
Mstep: Class 20 contains 12639 members 
Mstep: Class 21 contains 223440 members 
Mstep: Class 22 contains 37943 members 
Mstep: Class 23 contains 15487 members 
Mstep: Class 24 contains 5497 members 
Mstep: Class 25 contains 23270 members 
Mstep: Class 26 contains 11839 members 
Mstep: Class 27 contains 12868 members 
Mstep: Class 28 contains 11946 members 
Mstep: Class 29 contains 12628 members 
Mstep: Class 30 contains 5275 members 
Mstep: Class 31 contains 8543 members 
Mstep: Class 32 contains 14941 members 
Mstep: Class 33 contains 2833 members 
Mstep: Class 34 contains 6143 members 
Mstep: Class 35 contains 9293 members 
Mstep: Class 36 contains 10870 members 
Mstep: Class 37 contains 6362 members 
Mstep: Class 38 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711984.000000 Penalty: 135041.625000
Iteration 145Q: 39 clusters Score -1.57712e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 9261 members 
Mstep: Class 3 contains 13816 members 
Mstep: Class 4 contains 8725 members 
Mstep: Class 5 contains 22680 members 
Mstep: Class 6 contains 134200 members 
Mstep: Class 7 contains 64789 members 
Mstep: Class 8 contains 11033 members 
Mstep: Class 9 contains 21027 members 
Mstep: Class 10 contains 3284 members 
Mstep: Class 11 contains 10301 members 
Mstep: Class 12 contains 24072 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 25197 members 
Mstep: Class 15 contains 218485 members 
Mstep: Class 16 contains 304393 members 
Mstep: Class 17 contains 28052 members 
Mstep: Class 18 contains 225442 members 
Mstep: Class 19 contains 101040 members 
Mstep: Class 20 contains 12646 members 
Mstep: Class 21 contains 223420 members 
Mstep: Class 22 contains 37952 members 
Mstep: Class 23 contains 15488 members 
Mstep: Class 24 contains 5499 members 
Mstep: Class 25 contains 23291 members 
Mstep: Class 26 contains 11839 members 
Mstep: Class 27 contains 12844 members 
Mstep: Class 28 contains 11937 members 
Mstep: Class 29 contains 12676 members 
Mstep: Class 30 contains 5279 members 
Mstep: Class 31 contains 8539 members 
Mstep: Class 32 contains 14936 members 
Mstep: Class 33 contains 2833 members 
Mstep: Class 34 contains 6137 members 
Mstep: Class 35 contains 9402 members 
Mstep: Class 36 contains 10865 members 
Mstep: Class 37 contains 6364 members 
Mstep: Class 38 contains 2272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712016.000000 Penalty: 135041.625000
Iteration 146Q: 39 clusters Score -1.57712e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 9259 members 
Mstep: Class 3 contains 13807 members 
Mstep: Class 4 contains 8723 members 
Mstep: Class 5 contains 22679 members 
Mstep: Class 6 contains 134073 members 
Mstep: Class 7 contains 64793 members 
Mstep: Class 8 contains 11038 members 
Mstep: Class 9 contains 21020 members 
Mstep: Class 10 contains 3286 members 
Mstep: Class 11 contains 10298 members 
Mstep: Class 12 contains 24066 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 25205 members 
Mstep: Class 15 contains 218467 members 
Mstep: Class 16 contains 304394 members 
Mstep: Class 17 contains 28061 members 
Mstep: Class 18 contains 225454 members 
Mstep: Class 19 contains 101045 members 
Mstep: Class 20 contains 12654 members 
Mstep: Class 21 contains 223399 members 
Mstep: Class 22 contains 37956 members 
Mstep: Class 23 contains 15489 members 
Mstep: Class 24 contains 5503 members 
Mstep: Class 25 contains 23307 members 
Mstep: Class 26 contains 11841 members 
Mstep: Class 27 contains 12827 members 
Mstep: Class 28 contains 11940 members 
Mstep: Class 29 contains 12714 members 
Mstep: Class 30 contains 5287 members 
Mstep: Class 31 contains 8533 members 
Mstep: Class 32 contains 14937 members 
Mstep: Class 33 contains 2833 members 
Mstep: Class 34 contains 6140 members 
Mstep: Class 35 contains 9496 members 
Mstep: Class 36 contains 10844 members 
Mstep: Class 37 contains 6367 members 
Mstep: Class 38 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157711936.000000 Penalty: 135041.625000
Iteration 147Q: 39 clusters Score -1.577119e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 9257 members 
Mstep: Class 3 contains 13798 members 
Mstep: Class 4 contains 8723 members 
Mstep: Class 5 contains 22689 members 
Mstep: Class 6 contains 133934 members 
Mstep: Class 7 contains 64793 members 
Mstep: Class 8 contains 11046 members 
Mstep: Class 9 contains 21017 members 
Mstep: Class 10 contains 3285 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 24074 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 25204 members 
Mstep: Class 15 contains 218451 members 
Mstep: Class 16 contains 304385 members 
Mstep: Class 17 contains 28071 members 
Mstep: Class 18 contains 225459 members 
Mstep: Class 19 contains 101050 members 
Mstep: Class 20 contains 12660 members 
Mstep: Class 21 contains 223364 members 
Mstep: Class 22 contains 37963 members 
Mstep: Class 23 contains 15490 members 
Mstep: Class 24 contains 5504 members 
Mstep: Class 25 contains 23330 members 
Mstep: Class 26 contains 11844 members 
Mstep: Class 27 contains 12805 members 
Mstep: Class 28 contains 11942 members 
Mstep: Class 29 contains 12754 members 
Mstep: Class 30 contains 5292 members 
Mstep: Class 31 contains 8532 members 
Mstep: Class 32 contains 14932 members 
Mstep: Class 33 contains 2833 members 
Mstep: Class 34 contains 6143 members 
Mstep: Class 35 contains 9602 members 
Mstep: Class 36 contains 10831 members 
Mstep: Class 37 contains 6369 members 
Mstep: Class 38 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712192.000000 Penalty: 135041.625000
Iteration 148Q: 39 clusters Score -1.577122e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9258 members 
Mstep: Class 3 contains 13790 members 
Mstep: Class 4 contains 8723 members 
Mstep: Class 5 contains 22691 members 
Mstep: Class 6 contains 133822 members 
Mstep: Class 7 contains 64795 members 
Mstep: Class 8 contains 11045 members 
Mstep: Class 9 contains 21013 members 
Mstep: Class 10 contains 3287 members 
Mstep: Class 11 contains 10296 members 
Mstep: Class 12 contains 24082 members 
Mstep: Class 13 contains 2705 members 
Mstep: Class 14 contains 25195 members 
Mstep: Class 15 contains 218438 members 
Mstep: Class 16 contains 304388 members 
Mstep: Class 17 contains 28083 members 
Mstep: Class 18 contains 225464 members 
Mstep: Class 19 contains 101054 members 
Mstep: Class 20 contains 12662 members 
Mstep: Class 21 contains 223321 members 
Mstep: Class 22 contains 37973 members 
Mstep: Class 23 contains 15484 members 
Mstep: Class 24 contains 5500 members 
Mstep: Class 25 contains 23360 members 
Mstep: Class 26 contains 11845 members 
Mstep: Class 27 contains 12791 members 
Mstep: Class 28 contains 11938 members 
Mstep: Class 29 contains 12787 members 
Mstep: Class 30 contains 5298 members 
Mstep: Class 31 contains 8533 members 
Mstep: Class 32 contains 14933 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6146 members 
Mstep: Class 35 contains 9677 members 
Mstep: Class 36 contains 10835 members 
Mstep: Class 37 contains 6371 members 
Mstep: Class 38 contains 2282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712208.000000 Penalty: 135041.625000
Iteration 149Q: 39 clusters Score -1.577122e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 13780 members 
Mstep: Class 4 contains 8725 members 
Mstep: Class 5 contains 22692 members 
Mstep: Class 6 contains 133703 members 
Mstep: Class 7 contains 64799 members 
Mstep: Class 8 contains 11049 members 
Mstep: Class 9 contains 21010 members 
Mstep: Class 10 contains 3290 members 
Mstep: Class 11 contains 10295 members 
Mstep: Class 12 contains 24093 members 
Mstep: Class 13 contains 2704 members 
Mstep: Class 14 contains 25164 members 
Mstep: Class 15 contains 218426 members 
Mstep: Class 16 contains 304388 members 
Mstep: Class 17 contains 28104 members 
Mstep: Class 18 contains 225468 members 
Mstep: Class 19 contains 101061 members 
Mstep: Class 20 contains 12665 members 
Mstep: Class 21 contains 223294 members 
Mstep: Class 22 contains 37973 members 
Mstep: Class 23 contains 15474 members 
Mstep: Class 24 contains 5491 members 
Mstep: Class 25 contains 23390 members 
Mstep: Class 26 contains 11846 members 
Mstep: Class 27 contains 12781 members 
Mstep: Class 28 contains 11939 members 
Mstep: Class 29 contains 12827 members 
Mstep: Class 30 contains 5306 members 
Mstep: Class 31 contains 8532 members 
Mstep: Class 32 contains 14937 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6145 members 
Mstep: Class 35 contains 9744 members 
Mstep: Class 36 contains 10840 members 
Mstep: Class 37 contains 6372 members 
Mstep: Class 38 contains 2283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712304.000000 Penalty: 135041.625000
Iteration 150Q: 39 clusters Score -1.577123e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 13768 members 
Mstep: Class 4 contains 8729 members 
Mstep: Class 5 contains 22695 members 
Mstep: Class 6 contains 133582 members 
Mstep: Class 7 contains 64800 members 
Mstep: Class 8 contains 11050 members 
Mstep: Class 9 contains 21006 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 10297 members 
Mstep: Class 12 contains 24116 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 25126 members 
Mstep: Class 15 contains 218420 members 
Mstep: Class 16 contains 304390 members 
Mstep: Class 17 contains 28127 members 
Mstep: Class 18 contains 225472 members 
Mstep: Class 19 contains 101071 members 
Mstep: Class 20 contains 12666 members 
Mstep: Class 21 contains 223250 members 
Mstep: Class 22 contains 37976 members 
Mstep: Class 23 contains 15467 members 
Mstep: Class 24 contains 5490 members 
Mstep: Class 25 contains 23407 members 
Mstep: Class 26 contains 11846 members 
Mstep: Class 27 contains 12763 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 12872 members 
Mstep: Class 30 contains 5311 members 
Mstep: Class 31 contains 8531 members 
Mstep: Class 32 contains 14945 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6143 members 
Mstep: Class 35 contains 9839 members 
Mstep: Class 36 contains 10839 members 
Mstep: Class 37 contains 6370 members 
Mstep: Class 38 contains 2282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712464.000000 Penalty: 135041.625000
Iteration 151Q: 39 clusters Score -1.577125e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9267 members 
Mstep: Class 3 contains 13767 members 
Mstep: Class 4 contains 8730 members 
Mstep: Class 5 contains 22698 members 
Mstep: Class 6 contains 133473 members 
Mstep: Class 7 contains 64799 members 
Mstep: Class 8 contains 11050 members 
Mstep: Class 9 contains 21001 members 
Mstep: Class 10 contains 3298 members 
Mstep: Class 11 contains 10297 members 
Mstep: Class 12 contains 24133 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 25107 members 
Mstep: Class 15 contains 218409 members 
Mstep: Class 16 contains 304394 members 
Mstep: Class 17 contains 28152 members 
Mstep: Class 18 contains 225481 members 
Mstep: Class 19 contains 101074 members 
Mstep: Class 20 contains 12665 members 
Mstep: Class 21 contains 223217 members 
Mstep: Class 22 contains 37975 members 
Mstep: Class 23 contains 15462 members 
Mstep: Class 24 contains 5488 members 
Mstep: Class 25 contains 23418 members 
Mstep: Class 26 contains 11847 members 
Mstep: Class 27 contains 12732 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 12924 members 
Mstep: Class 30 contains 5319 members 
Mstep: Class 31 contains 8528 members 
Mstep: Class 32 contains 14945 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6142 members 
Mstep: Class 35 contains 9930 members 
Mstep: Class 36 contains 10833 members 
Mstep: Class 37 contains 6370 members 
Mstep: Class 38 contains 2282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712128.000000 Penalty: 135041.625000
Iteration 152Q: 39 clusters Score -1.577121e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 13765 members 
Mstep: Class 4 contains 8729 members 
Mstep: Class 5 contains 22712 members 
Mstep: Class 6 contains 133373 members 
Mstep: Class 7 contains 64797 members 
Mstep: Class 8 contains 11033 members 
Mstep: Class 9 contains 20998 members 
Mstep: Class 10 contains 3298 members 
Mstep: Class 11 contains 10298 members 
Mstep: Class 12 contains 24161 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 25106 members 
Mstep: Class 15 contains 218401 members 
Mstep: Class 16 contains 304402 members 
Mstep: Class 17 contains 28182 members 
Mstep: Class 18 contains 225490 members 
Mstep: Class 19 contains 101080 members 
Mstep: Class 20 contains 12663 members 
Mstep: Class 21 contains 223160 members 
Mstep: Class 22 contains 37971 members 
Mstep: Class 23 contains 15456 members 
Mstep: Class 24 contains 5485 members 
Mstep: Class 25 contains 23428 members 
Mstep: Class 26 contains 11847 members 
Mstep: Class 27 contains 12699 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 12966 members 
Mstep: Class 30 contains 5334 members 
Mstep: Class 31 contains 8525 members 
Mstep: Class 32 contains 14947 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6143 members 
Mstep: Class 35 contains 10008 members 
Mstep: Class 36 contains 10821 members 
Mstep: Class 37 contains 6372 members 
Mstep: Class 38 contains 2282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712480.000000 Penalty: 135041.625000
Iteration 153Q: 39 clusters Score -1.577125e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 8727 members 
Mstep: Class 5 contains 22718 members 
Mstep: Class 6 contains 133276 members 
Mstep: Class 7 contains 64798 members 
Mstep: Class 8 contains 11030 members 
Mstep: Class 9 contains 20996 members 
Mstep: Class 10 contains 3301 members 
Mstep: Class 11 contains 10299 members 
Mstep: Class 12 contains 24186 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 25087 members 
Mstep: Class 15 contains 218398 members 
Mstep: Class 16 contains 304399 members 
Mstep: Class 17 contains 28200 members 
Mstep: Class 18 contains 225492 members 
Mstep: Class 19 contains 101086 members 
Mstep: Class 20 contains 12667 members 
Mstep: Class 21 contains 223119 members 
Mstep: Class 22 contains 37965 members 
Mstep: Class 23 contains 15450 members 
Mstep: Class 24 contains 5480 members 
Mstep: Class 25 contains 23434 members 
Mstep: Class 26 contains 11842 members 
Mstep: Class 27 contains 12674 members 
Mstep: Class 28 contains 11942 members 
Mstep: Class 29 contains 13028 members 
Mstep: Class 30 contains 5342 members 
Mstep: Class 31 contains 8526 members 
Mstep: Class 32 contains 14948 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6148 members 
Mstep: Class 35 contains 10070 members 
Mstep: Class 36 contains 10817 members 
Mstep: Class 37 contains 6379 members 
Mstep: Class 38 contains 2282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712432.000000 Penalty: 135041.625000
Iteration 154Q: 39 clusters Score -1.577124e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 9272 members 
Mstep: Class 3 contains 13749 members 
Mstep: Class 4 contains 8727 members 
Mstep: Class 5 contains 22716 members 
Mstep: Class 6 contains 133186 members 
Mstep: Class 7 contains 64800 members 
Mstep: Class 8 contains 11029 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3301 members 
Mstep: Class 11 contains 10299 members 
Mstep: Class 12 contains 24199 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 25070 members 
Mstep: Class 15 contains 218391 members 
Mstep: Class 16 contains 304393 members 
Mstep: Class 17 contains 28218 members 
Mstep: Class 18 contains 225492 members 
Mstep: Class 19 contains 101096 members 
Mstep: Class 20 contains 12669 members 
Mstep: Class 21 contains 223089 members 
Mstep: Class 22 contains 37953 members 
Mstep: Class 23 contains 15443 members 
Mstep: Class 24 contains 5479 members 
Mstep: Class 25 contains 23448 members 
Mstep: Class 26 contains 11848 members 
Mstep: Class 27 contains 12652 members 
Mstep: Class 28 contains 11943 members 
Mstep: Class 29 contains 13099 members 
Mstep: Class 30 contains 5353 members 
Mstep: Class 31 contains 8526 members 
Mstep: Class 32 contains 14941 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6152 members 
Mstep: Class 35 contains 10117 members 
Mstep: Class 36 contains 10822 members 
Mstep: Class 37 contains 6381 members 
Mstep: Class 38 contains 2282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712480.000000 Penalty: 135041.625000
Iteration 155Q: 39 clusters Score -1.577125e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 9273 members 
Mstep: Class 3 contains 13741 members 
Mstep: Class 4 contains 8727 members 
Mstep: Class 5 contains 22721 members 
Mstep: Class 6 contains 133103 members 
Mstep: Class 7 contains 64796 members 
Mstep: Class 8 contains 11037 members 
Mstep: Class 9 contains 20994 members 
Mstep: Class 10 contains 3302 members 
Mstep: Class 11 contains 10300 members 
Mstep: Class 12 contains 24206 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 25047 members 
Mstep: Class 15 contains 218388 members 
Mstep: Class 16 contains 304384 members 
Mstep: Class 17 contains 28235 members 
Mstep: Class 18 contains 225491 members 
Mstep: Class 19 contains 101105 members 
Mstep: Class 20 contains 12673 members 
Mstep: Class 21 contains 223062 members 
Mstep: Class 22 contains 37952 members 
Mstep: Class 23 contains 15443 members 
Mstep: Class 24 contains 5479 members 
Mstep: Class 25 contains 23452 members 
Mstep: Class 26 contains 11847 members 
Mstep: Class 27 contains 12630 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 13171 members 
Mstep: Class 30 contains 5366 members 
Mstep: Class 31 contains 8526 members 
Mstep: Class 32 contains 14931 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 10161 members 
Mstep: Class 36 contains 10816 members 
Mstep: Class 37 contains 6385 members 
Mstep: Class 38 contains 2283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712496.000000 Penalty: 135041.625000
Iteration 156Q: 39 clusters Score -1.577125e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 13732 members 
Mstep: Class 4 contains 8727 members 
Mstep: Class 5 contains 22724 members 
Mstep: Class 6 contains 133007 members 
Mstep: Class 7 contains 64796 members 
Mstep: Class 8 contains 11032 members 
Mstep: Class 9 contains 20993 members 
Mstep: Class 10 contains 3304 members 
Mstep: Class 11 contains 10299 members 
Mstep: Class 12 contains 24212 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 25028 members 
Mstep: Class 15 contains 218385 members 
Mstep: Class 16 contains 304387 members 
Mstep: Class 17 contains 28258 members 
Mstep: Class 18 contains 225491 members 
Mstep: Class 19 contains 101110 members 
Mstep: Class 20 contains 12673 members 
Mstep: Class 21 contains 223027 members 
Mstep: Class 22 contains 37954 members 
Mstep: Class 23 contains 15445 members 
Mstep: Class 24 contains 5480 members 
Mstep: Class 25 contains 23458 members 
Mstep: Class 26 contains 11844 members 
Mstep: Class 27 contains 12619 members 
Mstep: Class 28 contains 11945 members 
Mstep: Class 29 contains 13243 members 
Mstep: Class 30 contains 5379 members 
Mstep: Class 31 contains 8526 members 
Mstep: Class 32 contains 14923 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6152 members 
Mstep: Class 35 contains 10202 members 
Mstep: Class 36 contains 10812 members 
Mstep: Class 37 contains 6390 members 
Mstep: Class 38 contains 2284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712560.000000 Penalty: 135041.625000
Iteration 157Q: 39 clusters Score -1.577126e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 9281 members 
Mstep: Class 3 contains 13728 members 
Mstep: Class 4 contains 8729 members 
Mstep: Class 5 contains 22726 members 
Mstep: Class 6 contains 132917 members 
Mstep: Class 7 contains 64795 members 
Mstep: Class 8 contains 11025 members 
Mstep: Class 9 contains 20993 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 10300 members 
Mstep: Class 12 contains 24228 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 24994 members 
Mstep: Class 15 contains 218379 members 
Mstep: Class 16 contains 304387 members 
Mstep: Class 17 contains 28279 members 
Mstep: Class 18 contains 225492 members 
Mstep: Class 19 contains 101114 members 
Mstep: Class 20 contains 12675 members 
Mstep: Class 21 contains 223001 members 
Mstep: Class 22 contains 37950 members 
Mstep: Class 23 contains 15441 members 
Mstep: Class 24 contains 5480 members 
Mstep: Class 25 contains 23465 members 
Mstep: Class 26 contains 11843 members 
Mstep: Class 27 contains 12602 members 
Mstep: Class 28 contains 11942 members 
Mstep: Class 29 contains 13319 members 
Mstep: Class 30 contains 5388 members 
Mstep: Class 31 contains 8526 members 
Mstep: Class 32 contains 14920 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6155 members 
Mstep: Class 35 contains 10234 members 
Mstep: Class 36 contains 10814 members 
Mstep: Class 37 contains 6393 members 
Mstep: Class 38 contains 2285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712368.000000 Penalty: 135041.625000
Iteration 158Q: 39 clusters Score -1.577124e+08 nChanged 487
Entering ConstructFrom: 
Score: -157712368.000000 Penalty: 135041.625000
Entering ConstructFrom: 
Trying to split cluster 1 (9362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Entering Unmasked Estep 
Score: -863870.187500 Penalty: 2267.814697
	Iteration 0F: 2 clusters Score -863870.2 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 4716 members 
Entering Unmasked Estep 
Score: -856612.562500 Penalty: 4535.629395
	Iteration 0F: 3 clusters Score -856612.6 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -858568.812500 Penalty: 4535.629395
	Iteration 1F: 3 clusters Score -858568.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -858867.062500 Penalty: 4535.629395
	Iteration 2F: 3 clusters Score -858867.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -859108.125000 Penalty: 4535.629395
	Iteration 3F: 3 clusters Score -859108.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -859315.625000 Penalty: 4535.629395
	Iteration 4Q: 3 clusters Score -859315.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -859523.562500 Penalty: 4535.629395
	Iteration 5Q: 3 clusters Score -859523.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -859806.562500 Penalty: 4535.629395
	Iteration 6Q: 3 clusters Score -859806.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -860155.250000 Penalty: 4535.629395
	Iteration 7F: 3 clusters Score -860155.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -860581.937500 Penalty: 4535.629395
	Iteration 8F: 3 clusters Score -860581.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -861068.562500 Penalty: 4535.629395
	Iteration 9F: 3 clusters Score -861068.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -861614.187500 Penalty: 4535.629395
	Iteration 10F: 3 clusters Score -861614.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -862135.437500 Penalty: 4535.629395
	Iteration 11F: 3 clusters Score -862135.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -862482.875000 Penalty: 4535.629395
	Iteration 12Q: 3 clusters Score -862482.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -862705.062500 Penalty: 4535.629395
	Iteration 13Q: 3 clusters Score -862705.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -862826.250000 Penalty: 4535.629395
	Iteration 14Q: 3 clusters Score -862826.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -862897.625000 Penalty: 4535.629395
	Iteration 15Q: 3 clusters Score -862897.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -862927.250000 Penalty: 4535.629395
	Iteration 16Q: 3 clusters Score -862927.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -862945.750000 Penalty: 4535.629395
	Iteration 17Q: 3 clusters Score -862945.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -862957.375000 Penalty: 4535.629395
	Iteration 18Q: 3 clusters Score -862957.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -862971.375000 Penalty: 4535.629395
	Iteration 19Q: 3 clusters Score -862971.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -862975.000000 Penalty: 4535.629395
	Iteration 20F: 3 clusters Score -862975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -862982.812500 Penalty: 4535.629395
	Iteration 21Q: 3 clusters Score -862982.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -862985.125000 Penalty: 4535.629395
	Iteration 22Q: 3 clusters Score -862985.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -862987.375000 Penalty: 4535.629395
	Iteration 23Q: 3 clusters Score -862987.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -862993.187500 Penalty: 4535.629395
	Iteration 24Q: 3 clusters Score -862993.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -862999.875000 Penalty: 4535.629395
	Iteration 25Q: 3 clusters Score -862999.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -863002.125000 Penalty: 4535.629395
	Iteration 26Q: 3 clusters Score -863002.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -863004.187500 Penalty: 4535.629395
	Iteration 27Q: 3 clusters Score -863004.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -863006.312500 Penalty: 4535.629395
	Iteration 28Q: 3 clusters Score -863006.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -863005.937500 Penalty: 4535.629395
	Iteration 29Q: 3 clusters Score -863005.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -863005.875000 Penalty: 4535.629395
	Iteration 30Q: 3 clusters Score -863005.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -863006.562500 Penalty: 4535.629395
	Iteration 31Q: 3 clusters Score -863006.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -863008.375000 Penalty: 4535.629395
	Iteration 32Q: 3 clusters Score -863008.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -863009.000000 Penalty: 4535.629395
	Iteration 33Q: 3 clusters Score -863009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -863009.000000 Penalty: 4535.629395
	Iteration 34F: 3 clusters Score -863009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Entering Unmasked Estep 
Score: -857798.000000 Penalty: 2265.686523
	Iteration 0F: 2 clusters Score -857798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -850588.125000 Penalty: 4531.373047
	Iteration 0F: 3 clusters Score -850588.1 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -852706.937500 Penalty: 4531.373047
	Iteration 1F: 3 clusters Score -852706.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -852977.375000 Penalty: 4531.373047
	Iteration 2F: 3 clusters Score -852977.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -853157.437500 Penalty: 4531.373047
	Iteration 3Q: 3 clusters Score -853157.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -853296.625000 Penalty: 4531.373047
	Iteration 4Q: 3 clusters Score -853296.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -853409.000000 Penalty: 4531.373047
	Iteration 5Q: 3 clusters Score -853409 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -853510.250000 Penalty: 4531.373047
	Iteration 6Q: 3 clusters Score -853510.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -853615.687500 Penalty: 4531.373047
	Iteration 7Q: 3 clusters Score -853615.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -853726.312500 Penalty: 4531.373047
	Iteration 8Q: 3 clusters Score -853726.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -853871.375000 Penalty: 4531.373047
	Iteration 9Q: 3 clusters Score -853871.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -854047.312500 Penalty: 4531.373047
	Iteration 10Q: 3 clusters Score -854047.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -854258.687500 Penalty: 4531.373047
	Iteration 11Q: 3 clusters Score -854258.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -854507.062500 Penalty: 4531.373047
	Iteration 12Q: 3 clusters Score -854507.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -854775.937500 Penalty: 4531.373047
	Iteration 13Q: 3 clusters Score -854775.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -854985.812500 Penalty: 4531.373047
	Iteration 14Q: 3 clusters Score -854985.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -855173.625000 Penalty: 4531.373047
	Iteration 15Q: 3 clusters Score -855173.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -855317.437500 Penalty: 4531.373047
	Iteration 16Q: 3 clusters Score -855317.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -855423.562500 Penalty: 4531.373047
	Iteration 17Q: 3 clusters Score -855423.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -855518.500000 Penalty: 4531.373047
	Iteration 18Q: 3 clusters Score -855518.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -855586.000000 Penalty: 4531.373047
	Iteration 19Q: 3 clusters Score -855586 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -855634.687500 Penalty: 4531.373047
	Iteration 20F: 3 clusters Score -855634.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -855675.187500 Penalty: 4531.373047
	Iteration 21Q: 3 clusters Score -855675.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -855714.625000 Penalty: 4531.373047
	Iteration 22Q: 3 clusters Score -855714.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -855751.437500 Penalty: 4531.373047
	Iteration 23Q: 3 clusters Score -855751.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -855783.500000 Penalty: 4531.373047
	Iteration 24Q: 3 clusters Score -855783.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -855807.687500 Penalty: 4531.373047
	Iteration 25Q: 3 clusters Score -855807.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -855835.250000 Penalty: 4531.373047
	Iteration 26Q: 3 clusters Score -855835.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -855865.187500 Penalty: 4531.373047
	Iteration 27Q: 3 clusters Score -855865.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -855899.937500 Penalty: 4531.373047
	Iteration 28Q: 3 clusters Score -855899.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -855931.625000 Penalty: 4531.373047
	Iteration 29Q: 3 clusters Score -855931.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -855961.187500 Penalty: 4531.373047
	Iteration 30Q: 3 clusters Score -855961.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -855990.625000 Penalty: 4531.373047
	Iteration 31Q: 3 clusters Score -855990.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -856029.500000 Penalty: 4531.373047
	Iteration 32Q: 3 clusters Score -856029.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -856060.250000 Penalty: 4531.373047
	Iteration 33Q: 3 clusters Score -856060.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -856097.187500 Penalty: 4531.373047
	Iteration 34Q: 3 clusters Score -856097.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -856125.937500 Penalty: 4531.373047
	Iteration 35Q: 3 clusters Score -856125.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -856156.312500 Penalty: 4531.373047
	Iteration 36Q: 3 clusters Score -856156.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -856174.875000 Penalty: 4531.373047
	Iteration 37Q: 3 clusters Score -856174.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -856192.750000 Penalty: 4531.373047
	Iteration 38Q: 3 clusters Score -856192.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -856206.187500 Penalty: 4531.373047
	Iteration 39Q: 3 clusters Score -856206.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -856221.375000 Penalty: 4531.373047
	Iteration 40F: 3 clusters Score -856221.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -856235.062500 Penalty: 4531.373047
	Iteration 41Q: 3 clusters Score -856235.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -856247.812500 Penalty: 4531.373047
	Iteration 42Q: 3 clusters Score -856247.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -856257.000000 Penalty: 4531.373047
	Iteration 43Q: 3 clusters Score -856257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -856265.625000 Penalty: 4531.373047
	Iteration 44Q: 3 clusters Score -856265.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -856275.062500 Penalty: 4531.373047
	Iteration 45Q: 3 clusters Score -856275.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -856282.250000 Penalty: 4531.373047
	Iteration 46Q: 3 clusters Score -856282.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -856291.187500 Penalty: 4531.373047
	Iteration 47Q: 3 clusters Score -856291.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -856291.750000 Penalty: 4531.373047
	Iteration 48Q: 3 clusters Score -856291.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -856295.250000 Penalty: 4531.373047
	Iteration 49Q: 3 clusters Score -856295.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -856299.875000 Penalty: 4531.373047
	Iteration 50Q: 3 clusters Score -856299.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -856302.375000 Penalty: 4531.373047
	Iteration 51Q: 3 clusters Score -856302.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -856307.562500 Penalty: 4531.373047
	Iteration 52Q: 3 clusters Score -856307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -856309.062500 Penalty: 4531.373047
	Iteration 53Q: 3 clusters Score -856309.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -856311.500000 Penalty: 4531.373047
	Iteration 54Q: 3 clusters Score -856311.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -856317.437500 Penalty: 4531.373047
	Iteration 55Q: 3 clusters Score -856317.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -856318.125000 Penalty: 4531.373047
	Iteration 56Q: 3 clusters Score -856318.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -856318.312500 Penalty: 4531.373047
	Iteration 57Q: 3 clusters Score -856318.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -856318.125000 Penalty: 4531.373047
	Iteration 58Q: 3 clusters Score -856318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -856319.500000 Penalty: 4531.373047
	Iteration 59Q: 3 clusters Score -856319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -856320.000000 Penalty: 4531.373047
	Iteration 60F: 3 clusters Score -856320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -856320.687500 Penalty: 4531.373047
	Iteration 61Q: 3 clusters Score -856320.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -856320.687500 Penalty: 4531.373047
	Iteration 62F: 3 clusters Score -856320.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Entering Unmasked Estep 
Score: -1260630.625000 Penalty: 2362.472656
	Iteration 0F: 2 clusters Score -1260631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1250650.000000 Penalty: 4724.945312
	Iteration 0F: 3 clusters Score -1250650 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1253776.500000 Penalty: 4724.945312
	Iteration 1F: 3 clusters Score -1253776 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1254195.625000 Penalty: 4724.945312
	Iteration 2F: 3 clusters Score -1254196 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1254601.125000 Penalty: 4724.945312
	Iteration 3F: 3 clusters Score -1254601 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1255037.000000 Penalty: 4724.945312
	Iteration 4F: 3 clusters Score -1255037 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1255530.500000 Penalty: 4724.945312
	Iteration 5F: 3 clusters Score -1255530 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1256091.500000 Penalty: 4724.945312
	Iteration 6F: 3 clusters Score -1256092 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1256752.500000 Penalty: 4724.945312
	Iteration 7F: 3 clusters Score -1256752 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1257441.375000 Penalty: 4724.945312
	Iteration 8F: 3 clusters Score -1257441 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1258241.625000 Penalty: 4724.945312
	Iteration 9F: 3 clusters Score -1258242 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1259164.250000 Penalty: 4724.945312
	Iteration 10F: 3 clusters Score -1259164 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1259873.750000 Penalty: 4724.945312
	Iteration 11Q: 3 clusters Score -1259874 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1260177.000000 Penalty: 4724.945312
	Iteration 12Q: 3 clusters Score -1260177 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1260286.125000 Penalty: 4724.945312
	Iteration 13Q: 3 clusters Score -1260286 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1260340.500000 Penalty: 4724.945312
	Iteration 14Q: 3 clusters Score -1260340 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1260361.375000 Penalty: 4724.945312
	Iteration 15Q: 3 clusters Score -1260361 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1260369.250000 Penalty: 4724.945312
	Iteration 16Q: 3 clusters Score -1260369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1260374.625000 Penalty: 4724.945312
	Iteration 17Q: 3 clusters Score -1260375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1260383.000000 Penalty: 4724.945312
	Iteration 18Q: 3 clusters Score -1260383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1260380.375000 Penalty: 4724.945312
	Iteration 19Q: 3 clusters Score -1260380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1260383.375000 Penalty: 4724.945312
	Iteration 20F: 3 clusters Score -1260383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1260384.500000 Penalty: 4724.945312
	Iteration 21Q: 3 clusters Score -1260384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1260384.125000 Penalty: 4724.945312
	Iteration 22Q: 3 clusters Score -1260384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1260384.375000 Penalty: 4724.945312
	Iteration 23Q: 3 clusters Score -1260384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1260382.375000 Penalty: 4724.945312
	Iteration 24Q: 3 clusters Score -1260382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1260382.750000 Penalty: 4724.945312
	Iteration 25Q: 3 clusters Score -1260383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1260382.750000 Penalty: 4724.945312
	Iteration 26F: 3 clusters Score -1260383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Entering Unmasked Estep 
Score: -851777.062500 Penalty: 2250.424316
	Iteration 0F: 2 clusters Score -851777.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -844853.812500 Penalty: 4500.848633
	Iteration 0F: 3 clusters Score -844853.8 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -846777.250000 Penalty: 4500.848633
	Iteration 1F: 3 clusters Score -846777.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -847039.750000 Penalty: 4500.848633
	Iteration 2F: 3 clusters Score -847039.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -847213.312500 Penalty: 4500.848633
	Iteration 3Q: 3 clusters Score -847213.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -847346.812500 Penalty: 4500.848633
	Iteration 4Q: 3 clusters Score -847346.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -847473.000000 Penalty: 4500.848633
	Iteration 5Q: 3 clusters Score -847473 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -847584.812500 Penalty: 4500.848633
	Iteration 6Q: 3 clusters Score -847584.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -847695.125000 Penalty: 4500.848633
	Iteration 7Q: 3 clusters Score -847695.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -847814.000000 Penalty: 4500.848633
	Iteration 8Q: 3 clusters Score -847814 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -847951.250000 Penalty: 4500.848633
	Iteration 9Q: 3 clusters Score -847951.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -848106.125000 Penalty: 4500.848633
	Iteration 10Q: 3 clusters Score -848106.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -848286.250000 Penalty: 4500.848633
	Iteration 11Q: 3 clusters Score -848286.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -848470.250000 Penalty: 4500.848633
	Iteration 12Q: 3 clusters Score -848470.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -848670.187500 Penalty: 4500.848633
	Iteration 13Q: 3 clusters Score -848670.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -848863.875000 Penalty: 4500.848633
	Iteration 14Q: 3 clusters Score -848863.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -849032.812500 Penalty: 4500.848633
	Iteration 15Q: 3 clusters Score -849032.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -849172.187500 Penalty: 4500.848633
	Iteration 16Q: 3 clusters Score -849172.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -849280.250000 Penalty: 4500.848633
	Iteration 17Q: 3 clusters Score -849280.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -849361.750000 Penalty: 4500.848633
	Iteration 18Q: 3 clusters Score -849361.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -849433.375000 Penalty: 4500.848633
	Iteration 19Q: 3 clusters Score -849433.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -849495.812500 Penalty: 4500.848633
	Iteration 20F: 3 clusters Score -849495.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -849553.562500 Penalty: 4500.848633
	Iteration 21Q: 3 clusters Score -849553.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -849596.812500 Penalty: 4500.848633
	Iteration 22Q: 3 clusters Score -849596.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -849624.125000 Penalty: 4500.848633
	Iteration 23Q: 3 clusters Score -849624.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -849642.812500 Penalty: 4500.848633
	Iteration 24Q: 3 clusters Score -849642.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -849654.562500 Penalty: 4500.848633
	Iteration 25Q: 3 clusters Score -849654.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -849662.250000 Penalty: 4500.848633
	Iteration 26Q: 3 clusters Score -849662.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -849669.500000 Penalty: 4500.848633
	Iteration 27Q: 3 clusters Score -849669.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -849679.937500 Penalty: 4500.848633
	Iteration 28Q: 3 clusters Score -849679.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -849683.812500 Penalty: 4500.848633
	Iteration 29Q: 3 clusters Score -849683.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -849692.812500 Penalty: 4500.848633
	Iteration 30Q: 3 clusters Score -849692.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -849698.812500 Penalty: 4500.848633
	Iteration 31Q: 3 clusters Score -849698.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -849704.250000 Penalty: 4500.848633
	Iteration 32Q: 3 clusters Score -849704.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -849711.687500 Penalty: 4500.848633
	Iteration 33Q: 3 clusters Score -849711.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -849715.500000 Penalty: 4500.848633
	Iteration 34Q: 3 clusters Score -849715.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -849719.125000 Penalty: 4500.848633
	Iteration 35Q: 3 clusters Score -849719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -849721.000000 Penalty: 4500.848633
	Iteration 36Q: 3 clusters Score -849721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -849721.750000 Penalty: 4500.848633
	Iteration 37Q: 3 clusters Score -849721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -849725.000000 Penalty: 4500.848633
	Iteration 38Q: 3 clusters Score -849725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -849727.937500 Penalty: 4500.848633
	Iteration 39Q: 3 clusters Score -849727.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -849733.312500 Penalty: 4500.848633
	Iteration 40F: 3 clusters Score -849733.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -849735.500000 Penalty: 4500.848633
	Iteration 41Q: 3 clusters Score -849735.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -849735.812500 Penalty: 4500.848633
	Iteration 42Q: 3 clusters Score -849735.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -849737.250000 Penalty: 4500.848633
	Iteration 43Q: 3 clusters Score -849737.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -849739.125000 Penalty: 4500.848633
	Iteration 44Q: 3 clusters Score -849739.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -849742.937500 Penalty: 4500.848633
	Iteration 45Q: 3 clusters Score -849742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -849746.250000 Penalty: 4500.848633
	Iteration 46Q: 3 clusters Score -849746.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -849748.687500 Penalty: 4500.848633
	Iteration 47Q: 3 clusters Score -849748.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -849748.687500 Penalty: 4500.848633
	Iteration 48F: 3 clusters Score -849748.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Entering Unmasked Estep 
Score: -2111064.250000 Penalty: 2487.753906
	Iteration 0F: 2 clusters Score -2111064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2095221.750000 Penalty: 4975.507812
	Iteration 0F: 3 clusters Score -2095222 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2100725.000000 Penalty: 4975.507812
	Iteration 1F: 3 clusters Score -2100725 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2101232.500000 Penalty: 4975.507812
	Iteration 2F: 3 clusters Score -2101232 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2101779.250000 Penalty: 4975.507812
	Iteration 3Q: 3 clusters Score -2101779 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2102434.750000 Penalty: 4975.507812
	Iteration 4F: 3 clusters Score -2102435 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2103315.000000 Penalty: 4975.507812
	Iteration 5F: 3 clusters Score -2103315 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2104537.250000 Penalty: 4975.507812
	Iteration 6F: 3 clusters Score -2104537 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2106058.500000 Penalty: 4975.507812
	Iteration 7F: 3 clusters Score -2106058 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2107610.000000 Penalty: 4975.507812
	Iteration 8F: 3 clusters Score -2107610 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2108654.250000 Penalty: 4975.507812
	Iteration 9Q: 3 clusters Score -2108654 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2109240.750000 Penalty: 4975.507812
	Iteration 10Q: 3 clusters Score -2109241 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2109646.750000 Penalty: 4975.507812
	Iteration 11Q: 3 clusters Score -2109647 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2109839.000000 Penalty: 4975.507812
	Iteration 12Q: 3 clusters Score -2109839 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2109919.000000 Penalty: 4975.507812
	Iteration 13Q: 3 clusters Score -2109919 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2109966.500000 Penalty: 4975.507812
	Iteration 14Q: 3 clusters Score -2109966 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2109988.500000 Penalty: 4975.507812
	Iteration 15Q: 3 clusters Score -2109988 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2110004.250000 Penalty: 4975.507812
	Iteration 16Q: 3 clusters Score -2110004 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2110026.000000 Penalty: 4975.507812
	Iteration 17Q: 3 clusters Score -2110026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2110029.000000 Penalty: 4975.507812
	Iteration 18Q: 3 clusters Score -2110029 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2110036.500000 Penalty: 4975.507812
	Iteration 19Q: 3 clusters Score -2110036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2110042.500000 Penalty: 4975.507812
	Iteration 20F: 3 clusters Score -2110042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2110041.500000 Penalty: 4975.507812
	Iteration 21Q: 3 clusters Score -2110042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2110041.500000 Penalty: 4975.507812
	Iteration 22Q: 3 clusters Score -2110042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2110041.750000 Penalty: 4975.507812
	Iteration 23Q: 3 clusters Score -2110042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2110044.000000 Penalty: 4975.507812
	Iteration 24Q: 3 clusters Score -2110044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2110046.500000 Penalty: 4975.507812
	Iteration 25Q: 3 clusters Score -2110046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2110047.250000 Penalty: 4975.507812
	Iteration 26Q: 3 clusters Score -2110047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2110047.250000 Penalty: 4975.507812
	Iteration 27Q: 3 clusters Score -2110047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2110049.250000 Penalty: 4975.507812
	Iteration 28Q: 3 clusters Score -2110049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2110048.250000 Penalty: 4975.507812
	Iteration 29Q: 3 clusters Score -2110048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2110053.500000 Penalty: 4975.507812
	Iteration 30Q: 3 clusters Score -2110054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2110052.500000 Penalty: 4975.507812
	Iteration 31Q: 3 clusters Score -2110052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2110048.750000 Penalty: 4975.507812
	Iteration 32Q: 3 clusters Score -2110049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2110048.500000 Penalty: 4975.507812
	Iteration 33Q: 3 clusters Score -2110048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2110049.250000 Penalty: 4975.507812
	Iteration 34Q: 3 clusters Score -2110049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2110045.250000 Penalty: 4975.507812
	Iteration 35Q: 3 clusters Score -2110045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2110045.250000 Penalty: 4975.507812
	Iteration 36F: 3 clusters Score -2110045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132853 members 
Entering Unmasked Estep 
Score: -12882561.000000 Penalty: 2925.655762
	Iteration 0F: 2 clusters Score -1.288256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66426 members 
Mstep: Class 2 contains 66427 members 
Entering Unmasked Estep 
Score: -12793893.000000 Penalty: 5851.311523
	Iteration 0F: 3 clusters Score -1.279389e+07 nChanged 63207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -12830055.000000 Penalty: 5851.311523
	Iteration 1F: 3 clusters Score -1.283006e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 66469 members 
Entering Unmasked Estep 
Score: -12830630.000000 Penalty: 5851.311523
	Iteration 2Q: 3 clusters Score -1.283063e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 66608 members 
Entering Unmasked Estep 
Score: -12831297.000000 Penalty: 5851.311523
	Iteration 3Q: 3 clusters Score -1.28313e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -12831945.000000 Penalty: 5851.311523
	Iteration 4Q: 3 clusters Score -1.283194e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -12832584.000000 Penalty: 5851.311523
	Iteration 5Q: 3 clusters Score -1.283258e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65714 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
Score: -12833446.000000 Penalty: 5851.311523
	Iteration 6Q: 3 clusters Score -1.283345e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 67525 members 
Entering Unmasked Estep 
Score: -12834498.000000 Penalty: 5851.311523
	Iteration 7Q: 3 clusters Score -1.28345e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64586 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
Score: -12835866.000000 Penalty: 5851.311523
	Iteration 8Q: 3 clusters Score -1.283587e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -12837710.000000 Penalty: 5851.311523
	Iteration 9Q: 3 clusters Score -1.283771e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 71075 members 
Entering Unmasked Estep 
Score: -12840390.000000 Penalty: 5851.311523
	Iteration 10Q: 3 clusters Score -1.284039e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -12844391.000000 Penalty: 5851.311523
	Iteration 11Q: 3 clusters Score -1.284439e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 75524 members 
Entering Unmasked Estep 
Score: -12849495.000000 Penalty: 5851.311523
	Iteration 12F: 3 clusters Score -1.28495e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 77600 members 
Entering Unmasked Estep 
Score: -12854317.000000 Penalty: 5851.311523
	Iteration 13F: 3 clusters Score -1.285432e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -12857086.000000 Penalty: 5851.311523
	Iteration 14Q: 3 clusters Score -1.285709e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 80705 members 
Entering Unmasked Estep 
Score: -12857952.000000 Penalty: 5851.311523
	Iteration 15Q: 3 clusters Score -1.285795e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 82119 members 
Entering Unmasked Estep 
Score: -12858464.000000 Penalty: 5851.311523
	Iteration 16Q: 3 clusters Score -1.285846e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 83547 members 
Entering Unmasked Estep 
Score: -12858725.000000 Penalty: 5851.311523
	Iteration 17Q: 3 clusters Score -1.285872e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -12859051.000000 Penalty: 5851.311523
	Iteration 18Q: 3 clusters Score -1.285905e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 86638 members 
Entering Unmasked Estep 
Score: -12859375.000000 Penalty: 5851.311523
	Iteration 19Q: 3 clusters Score -1.285938e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 88424 members 
Entering Unmasked Estep 
Score: -12859808.000000 Penalty: 5851.311523
	Iteration 20F: 3 clusters Score -1.285981e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 90345 members 
Entering Unmasked Estep 
Score: -12860270.000000 Penalty: 5851.311523
	Iteration 21Q: 3 clusters Score -1.286027e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 92353 members 
Entering Unmasked Estep 
Score: -12860763.000000 Penalty: 5851.311523
	Iteration 22Q: 3 clusters Score -1.286076e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 94469 members 
Entering Unmasked Estep 
Score: -12861325.000000 Penalty: 5851.311523
	Iteration 23Q: 3 clusters Score -1.286132e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 96707 members 
Entering Unmasked Estep 
Score: -12861960.000000 Penalty: 5851.311523
	Iteration 24Q: 3 clusters Score -1.286196e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 99014 members 
Entering Unmasked Estep 
Score: -12862745.000000 Penalty: 5851.311523
	Iteration 25Q: 3 clusters Score -1.286274e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 101434 members 
Entering Unmasked Estep 
Score: -12863570.000000 Penalty: 5851.311523
	Iteration 26Q: 3 clusters Score -1.286357e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 104008 members 
Entering Unmasked Estep 
Score: -12864393.000000 Penalty: 5851.311523
	Iteration 27Q: 3 clusters Score -1.286439e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 106664 members 
Entering Unmasked Estep 
Score: -12865392.000000 Penalty: 5851.311523
	Iteration 28Q: 3 clusters Score -1.286539e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 109307 members 
Entering Unmasked Estep 
Score: -12866433.000000 Penalty: 5851.311523
	Iteration 29Q: 3 clusters Score -1.286643e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 112024 members 
Entering Unmasked Estep 
Score: -12867604.000000 Penalty: 5851.311523
	Iteration 30Q: 3 clusters Score -1.28676e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 114691 members 
Entering Unmasked Estep 
Score: -12868913.000000 Penalty: 5851.311523
	Iteration 31Q: 3 clusters Score -1.286891e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 117349 members 
Entering Unmasked Estep 
Score: -12870310.000000 Penalty: 5851.311523
	Iteration 32Q: 3 clusters Score -1.287031e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 119928 members 
Entering Unmasked Estep 
Score: -12871695.000000 Penalty: 5851.311523
	Iteration 33Q: 3 clusters Score -1.28717e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 122373 members 
Entering Unmasked Estep 
Score: -12873214.000000 Penalty: 5851.311523
	Iteration 34Q: 3 clusters Score -1.287321e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 124622 members 
Entering Unmasked Estep 
Score: -12874626.000000 Penalty: 5851.311523
	Iteration 35Q: 3 clusters Score -1.287463e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 126563 members 
Entering Unmasked Estep 
Score: -12875840.000000 Penalty: 5851.311523
	Iteration 36Q: 3 clusters Score -1.287584e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 128173 members 
Entering Unmasked Estep 
Score: -12876967.000000 Penalty: 5851.311523
	Iteration 37Q: 3 clusters Score -1.287697e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 129513 members 
Entering Unmasked Estep 
Score: -12877914.000000 Penalty: 5851.311523
	Iteration 38Q: 3 clusters Score -1.287791e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 130490 members 
Entering Unmasked Estep 
Score: -12878632.000000 Penalty: 5851.311523
	Iteration 39Q: 3 clusters Score -1.287863e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 131140 members 
Entering Unmasked Estep 
Score: -12879178.000000 Penalty: 5851.311523
	Iteration 40F: 3 clusters Score -1.287918e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 131601 members 
Entering Unmasked Estep 
Score: -12879542.000000 Penalty: 5851.311523
	Iteration 41Q: 3 clusters Score -1.287954e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 131861 members 
Entering Unmasked Estep 
Score: -12879733.000000 Penalty: 5851.311523
	Iteration 42Q: 3 clusters Score -1.287973e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 132019 members 
Entering Unmasked Estep 
Score: -12879863.000000 Penalty: 5851.311523
	Iteration 43Q: 3 clusters Score -1.287986e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 132116 members 
Entering Unmasked Estep 
Score: -12879914.000000 Penalty: 5851.311523
	Iteration 44Q: 3 clusters Score -1.287991e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 132171 members 
Entering Unmasked Estep 
Score: -12879956.000000 Penalty: 5851.311523
	Iteration 45Q: 3 clusters Score -1.287996e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 132210 members 
Entering Unmasked Estep 
Score: -12880011.000000 Penalty: 5851.311523
	Iteration 46Q: 3 clusters Score -1.288001e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 132229 members 
Entering Unmasked Estep 
Score: -12880032.000000 Penalty: 5851.311523
	Iteration 47Q: 3 clusters Score -1.288003e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 132251 members 
Entering Unmasked Estep 
Score: -12880047.000000 Penalty: 5851.311523
	Iteration 48Q: 3 clusters Score -1.288005e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 132268 members 
Entering Unmasked Estep 
Score: -12880075.000000 Penalty: 5851.311523
	Iteration 49Q: 3 clusters Score -1.288008e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 132279 members 
Entering Unmasked Estep 
Score: -12880083.000000 Penalty: 5851.311523
	Iteration 50Q: 3 clusters Score -1.288008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 132287 members 
Entering Unmasked Estep 
Score: -12880088.000000 Penalty: 5851.311523
	Iteration 51Q: 3 clusters Score -1.288009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 132296 members 
Entering Unmasked Estep 
Score: -12880094.000000 Penalty: 5851.311523
	Iteration 52Q: 3 clusters Score -1.288009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 132303 members 
Entering Unmasked Estep 
Score: -12880092.000000 Penalty: 5851.311523
	Iteration 53Q: 3 clusters Score -1.288009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 132304 members 
Entering Unmasked Estep 
Score: -12880093.000000 Penalty: 5851.311523
	Iteration 54Q: 3 clusters Score -1.288009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 132305 members 
Entering Unmasked Estep 
Score: -12880089.000000 Penalty: 5851.311523
	Iteration 55Q: 3 clusters Score -1.288009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 132307 members 
Entering Unmasked Estep 
Score: -12880099.000000 Penalty: 5851.311523
	Iteration 56Q: 3 clusters Score -1.28801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 132309 members 
Entering Unmasked Estep 
Score: -12880101.000000 Penalty: 5851.311523
	Iteration 57Q: 3 clusters Score -1.28801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 132311 members 
Entering Unmasked Estep 
Score: -12880109.000000 Penalty: 5851.311523
	Iteration 58Q: 3 clusters Score -1.288011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 132313 members 
Entering Unmasked Estep 
Score: -12880103.000000 Penalty: 5851.311523
	Iteration 59Q: 3 clusters Score -1.28801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 132314 members 
Entering Unmasked Estep 
Score: -12880108.000000 Penalty: 5851.311523
	Iteration 60F: 3 clusters Score -1.288011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 132313 members 
Entering Unmasked Estep 
Score: -12880107.000000 Penalty: 5851.311523
	Iteration 61Q: 3 clusters Score -1.288011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 132314 members 
Entering Unmasked Estep 
Score: -12880108.000000 Penalty: 5851.311523
	Iteration 62Q: 3 clusters Score -1.288011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 132315 members 
Entering Unmasked Estep 
Score: -12880106.000000 Penalty: 5851.311523
	Iteration 63Q: 3 clusters Score -1.288011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 132316 members 
Entering Unmasked Estep 
Score: -12880105.000000 Penalty: 5851.311523
	Iteration 64Q: 3 clusters Score -1.28801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 132317 members 
Entering Unmasked Estep 
Score: -12880109.000000 Penalty: 5851.311523
	Iteration 65Q: 3 clusters Score -1.288011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 132318 members 
Entering Unmasked Estep 
Score: -12880111.000000 Penalty: 5851.311523
	Iteration 66Q: 3 clusters Score -1.288011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 132318 members 
Entering Unmasked Estep 
Score: -12880111.000000 Penalty: 5851.311523
	Iteration 67F: 3 clusters Score -1.288011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (64797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64797 members 
Entering Unmasked Estep 
Score: -6279336.500000 Penalty: 2747.595703
	Iteration 0F: 2 clusters Score -6279336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -6235857.000000 Penalty: 5495.191406
	Iteration 0F: 3 clusters Score -6235857 nChanged 30188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -6252624.000000 Penalty: 5495.191406
	Iteration 1F: 3 clusters Score -6252624 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -6253462.500000 Penalty: 5495.191406
	Iteration 2Q: 3 clusters Score -6253462 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -6254602.000000 Penalty: 5495.191406
	Iteration 3Q: 3 clusters Score -6254602 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -6256089.500000 Penalty: 5495.191406
	Iteration 4Q: 3 clusters Score -6256090 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -6257883.500000 Penalty: 5495.191406
	Iteration 5F: 3 clusters Score -6257884 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -6260147.000000 Penalty: 5495.191406
	Iteration 6F: 3 clusters Score -6260147 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -6262822.500000 Penalty: 5495.191406
	Iteration 7F: 3 clusters Score -6262822 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -6265967.500000 Penalty: 5495.191406
	Iteration 8F: 3 clusters Score -6265968 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -6269579.500000 Penalty: 5495.191406
	Iteration 9F: 3 clusters Score -6269580 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -6272441.000000 Penalty: 5495.191406
	Iteration 10F: 3 clusters Score -6272441 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -6274131.000000 Penalty: 5495.191406
	Iteration 11Q: 3 clusters Score -6274131 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -6274849.500000 Penalty: 5495.191406
	Iteration 12Q: 3 clusters Score -6274850 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -6275320.500000 Penalty: 5495.191406
	Iteration 13Q: 3 clusters Score -6275320 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -6275691.000000 Penalty: 5495.191406
	Iteration 14Q: 3 clusters Score -6275691 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -6275985.500000 Penalty: 5495.191406
	Iteration 15Q: 3 clusters Score -6275986 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -6276253.000000 Penalty: 5495.191406
	Iteration 16Q: 3 clusters Score -6276253 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -6276542.000000 Penalty: 5495.191406
	Iteration 17Q: 3 clusters Score -6276542 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -6276741.000000 Penalty: 5495.191406
	Iteration 18Q: 3 clusters Score -6276741 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -6276977.000000 Penalty: 5495.191406
	Iteration 19Q: 3 clusters Score -6276977 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -6277167.500000 Penalty: 5495.191406
	Iteration 20F: 3 clusters Score -6277168 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -6277349.000000 Penalty: 5495.191406
	Iteration 21Q: 3 clusters Score -6277349 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -6277482.000000 Penalty: 5495.191406
	Iteration 22Q: 3 clusters Score -6277482 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -6277632.000000 Penalty: 5495.191406
	Iteration 23Q: 3 clusters Score -6277632 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -6277810.500000 Penalty: 5495.191406
	Iteration 24Q: 3 clusters Score -6277810 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -6277961.500000 Penalty: 5495.191406
	Iteration 25Q: 3 clusters Score -6277962 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -6278059.000000 Penalty: 5495.191406
	Iteration 26Q: 3 clusters Score -6278059 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -6278132.000000 Penalty: 5495.191406
	Iteration 27Q: 3 clusters Score -6278132 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -6278202.000000 Penalty: 5495.191406
	Iteration 28Q: 3 clusters Score -6278202 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -6278273.500000 Penalty: 5495.191406
	Iteration 29Q: 3 clusters Score -6278274 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -6278308.500000 Penalty: 5495.191406
	Iteration 30Q: 3 clusters Score -6278308 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -6278332.000000 Penalty: 5495.191406
	Iteration 31Q: 3 clusters Score -6278332 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 55213 members 
Entering Unmasked Estep 
Score: -6278374.500000 Penalty: 5495.191406
	Iteration 32Q: 3 clusters Score -6278374 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -6278397.500000 Penalty: 5495.191406
	Iteration 33Q: 3 clusters Score -6278398 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
Score: -6278458.000000 Penalty: 5495.191406
	Iteration 34Q: 3 clusters Score -6278458 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -6278478.000000 Penalty: 5495.191406
	Iteration 35Q: 3 clusters Score -6278478 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -6278484.500000 Penalty: 5495.191406
	Iteration 36Q: 3 clusters Score -6278484 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -6278507.500000 Penalty: 5495.191406
	Iteration 37Q: 3 clusters Score -6278508 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -6278514.000000 Penalty: 5495.191406
	Iteration 38Q: 3 clusters Score -6278514 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 56347 members 
Entering Unmasked Estep 
Score: -6278536.500000 Penalty: 5495.191406
	Iteration 39Q: 3 clusters Score -6278536 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -6278567.500000 Penalty: 5495.191406
	Iteration 40F: 3 clusters Score -6278568 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 56592 members 
Entering Unmasked Estep 
Score: -6278597.500000 Penalty: 5495.191406
	Iteration 41Q: 3 clusters Score -6278598 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -6278608.500000 Penalty: 5495.191406
	Iteration 42Q: 3 clusters Score -6278608 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -6278621.000000 Penalty: 5495.191406
	Iteration 43Q: 3 clusters Score -6278621 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -6278636.000000 Penalty: 5495.191406
	Iteration 44Q: 3 clusters Score -6278636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 56908 members 
Entering Unmasked Estep 
Score: -6278658.500000 Penalty: 5495.191406
	Iteration 45Q: 3 clusters Score -6278658 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 56966 members 
Entering Unmasked Estep 
Score: -6278645.500000 Penalty: 5495.191406
	Iteration 46Q: 3 clusters Score -6278646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -6278635.500000 Penalty: 5495.191406
	Iteration 47Q: 3 clusters Score -6278636 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -6278631.000000 Penalty: 5495.191406
	Iteration 48Q: 3 clusters Score -6278631 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 57134 members 
Entering Unmasked Estep 
Score: -6278644.500000 Penalty: 5495.191406
	Iteration 49Q: 3 clusters Score -6278644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -6278652.500000 Penalty: 5495.191406
	Iteration 50Q: 3 clusters Score -6278652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -6278657.000000 Penalty: 5495.191406
	Iteration 51Q: 3 clusters Score -6278657 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -6278646.500000 Penalty: 5495.191406
	Iteration 52Q: 3 clusters Score -6278646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 57344 members 
Entering Unmasked Estep 
Score: -6278653.500000 Penalty: 5495.191406
	Iteration 53Q: 3 clusters Score -6278654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -6278634.500000 Penalty: 5495.191406
	Iteration 54Q: 3 clusters Score -6278634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -6278656.000000 Penalty: 5495.191406
	Iteration 55Q: 3 clusters Score -6278656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 57480 members 
Entering Unmasked Estep 
Score: -6278659.000000 Penalty: 5495.191406
	Iteration 56Q: 3 clusters Score -6278659 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -6278673.000000 Penalty: 5495.191406
	Iteration 57Q: 3 clusters Score -6278673 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -6278690.500000 Penalty: 5495.191406
	Iteration 58Q: 3 clusters Score -6278690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -6278687.000000 Penalty: 5495.191406
	Iteration 59Q: 3 clusters Score -6278687 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 57597 members 
Entering Unmasked Estep 
Score: -6278702.000000 Penalty: 5495.191406
	Iteration 60F: 3 clusters Score -6278702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
Score: -6278708.500000 Penalty: 5495.191406
	Iteration 61Q: 3 clusters Score -6278708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -6278705.500000 Penalty: 5495.191406
	Iteration 62Q: 3 clusters Score -6278706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -6278700.500000 Penalty: 5495.191406
	Iteration 63Q: 3 clusters Score -6278700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -6278688.000000 Penalty: 5495.191406
	Iteration 64Q: 3 clusters Score -6278688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -6278691.500000 Penalty: 5495.191406
	Iteration 65Q: 3 clusters Score -6278692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
Score: -6278707.500000 Penalty: 5495.191406
	Iteration 66Q: 3 clusters Score -6278708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 57773 members 
Entering Unmasked Estep 
Score: -6278697.500000 Penalty: 5495.191406
	Iteration 67Q: 3 clusters Score -6278698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -6278706.000000 Penalty: 5495.191406
	Iteration 68Q: 3 clusters Score -6278706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -6278712.000000 Penalty: 5495.191406
	Iteration 69Q: 3 clusters Score -6278712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -6278705.000000 Penalty: 5495.191406
	Iteration 70Q: 3 clusters Score -6278705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -6278697.500000 Penalty: 5495.191406
	Iteration 71Q: 3 clusters Score -6278698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -6278692.500000 Penalty: 5495.191406
	Iteration 72Q: 3 clusters Score -6278692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 57922 members 
Entering Unmasked Estep 
Score: -6278709.500000 Penalty: 5495.191406
	Iteration 73Q: 3 clusters Score -6278710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -6278704.000000 Penalty: 5495.191406
	Iteration 74Q: 3 clusters Score -6278704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -6278704.000000 Penalty: 5495.191406
	Iteration 75Q: 3 clusters Score -6278704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -6278695.000000 Penalty: 5495.191406
	Iteration 76Q: 3 clusters Score -6278695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 57993 members 
Entering Unmasked Estep 
Score: -6278703.000000 Penalty: 5495.191406
	Iteration 77Q: 3 clusters Score -6278703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -6278676.000000 Penalty: 5495.191406
	Iteration 78Q: 3 clusters Score -6278676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -6278686.500000 Penalty: 5495.191406
	Iteration 79Q: 3 clusters Score -6278686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -6278692.000000 Penalty: 5495.191406
	Iteration 80F: 3 clusters Score -6278692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 58056 members 
Entering Unmasked Estep 
Score: -6278694.000000 Penalty: 5495.191406
	Iteration 81Q: 3 clusters Score -6278694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 58064 members 
Entering Unmasked Estep 
Score: -6278698.000000 Penalty: 5495.191406
	Iteration 82Q: 3 clusters Score -6278698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -6278694.500000 Penalty: 5495.191406
	Iteration 83Q: 3 clusters Score -6278694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 58075 members 
Entering Unmasked Estep 
Score: -6278697.500000 Penalty: 5495.191406
	Iteration 84Q: 3 clusters Score -6278698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
Score: -6278697.500000 Penalty: 5495.191406
	Iteration 85Q: 3 clusters Score -6278698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 58082 members 
Entering Unmasked Estep 
Score: -6278695.000000 Penalty: 5495.191406
	Iteration 86Q: 3 clusters Score -6278695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -6278693.000000 Penalty: 5495.191406
	Iteration 87Q: 3 clusters Score -6278693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -6278699.000000 Penalty: 5495.191406
	Iteration 88Q: 3 clusters Score -6278699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 58085 members 
Entering Unmasked Estep 
Score: -6278702.000000 Penalty: 5495.191406
	Iteration 89Q: 3 clusters Score -6278702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 58086 members 
Entering Unmasked Estep 
Score: -6278696.500000 Penalty: 5495.191406
	Iteration 90Q: 3 clusters Score -6278696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -6278697.500000 Penalty: 5495.191406
	Iteration 91Q: 3 clusters Score -6278698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -6278700.000000 Penalty: 5495.191406
	Iteration 92Q: 3 clusters Score -6278700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -6278704.500000 Penalty: 5495.191406
	Iteration 93Q: 3 clusters Score -6278704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -6278700.000000 Penalty: 5495.191406
	Iteration 94Q: 3 clusters Score -6278700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -6278700.500000 Penalty: 5495.191406
	Iteration 95Q: 3 clusters Score -6278700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 58101 members 
Entering Unmasked Estep 
Score: -6278699.500000 Penalty: 5495.191406
	Iteration 96Q: 3 clusters Score -6278700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 58103 members 
Entering Unmasked Estep 
Score: -6278698.000000 Penalty: 5495.191406
	Iteration 97Q: 3 clusters Score -6278698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -6278696.000000 Penalty: 5495.191406
	Iteration 98Q: 3 clusters Score -6278696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 58106 members 
Entering Unmasked Estep 
Score: -6278699.000000 Penalty: 5495.191406
	Iteration 99Q: 3 clusters Score -6278699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -6278702.500000 Penalty: 5495.191406
	Iteration 100F: 3 clusters Score -6278702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -6278705.500000 Penalty: 5495.191406
	Iteration 101Q: 3 clusters Score -6278706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 58109 members 
Entering Unmasked Estep 
Score: -6278709.000000 Penalty: 5495.191406
	Iteration 102Q: 3 clusters Score -6278709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 58110 members 
Entering Unmasked Estep 
Score: -6278709.500000 Penalty: 5495.191406
	Iteration 103Q: 3 clusters Score -6278710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 58111 members 
Entering Unmasked Estep 
Score: -6278705.500000 Penalty: 5495.191406
	Iteration 104Q: 3 clusters Score -6278706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -6278714.000000 Penalty: 5495.191406
	Iteration 105Q: 3 clusters Score -6278714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -6278713.000000 Penalty: 5495.191406
	Iteration 106Q: 3 clusters Score -6278713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -6278713.000000 Penalty: 5495.191406
	Iteration 107F: 3 clusters Score -6278713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Entering Unmasked Estep 
Score: -1026335.375000 Penalty: 2308.274414
	Iteration 0F: 2 clusters Score -1026335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1018036.500000 Penalty: 4616.548828
	Iteration 0F: 3 clusters Score -1018036 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1020508.062500 Penalty: 4616.548828
	Iteration 1F: 3 clusters Score -1020508 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1020826.812500 Penalty: 4616.548828
	Iteration 2F: 3 clusters Score -1020827 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1021076.937500 Penalty: 4616.548828
	Iteration 3Q: 3 clusters Score -1021077 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1021300.000000 Penalty: 4616.548828
	Iteration 4Q: 3 clusters Score -1021300 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1021513.250000 Penalty: 4616.548828
	Iteration 5Q: 3 clusters Score -1021513 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1021750.937500 Penalty: 4616.548828
	Iteration 6Q: 3 clusters Score -1021751 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1022000.437500 Penalty: 4616.548828
	Iteration 7Q: 3 clusters Score -1022000 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1022214.125000 Penalty: 4616.548828
	Iteration 8Q: 3 clusters Score -1022214 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1022432.437500 Penalty: 4616.548828
	Iteration 9Q: 3 clusters Score -1022432 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1022667.187500 Penalty: 4616.548828
	Iteration 10Q: 3 clusters Score -1022667 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1022922.375000 Penalty: 4616.548828
	Iteration 11Q: 3 clusters Score -1022922 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1023187.000000 Penalty: 4616.548828
	Iteration 12Q: 3 clusters Score -1023187 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1023455.062500 Penalty: 4616.548828
	Iteration 13Q: 3 clusters Score -1023455 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1023733.750000 Penalty: 4616.548828
	Iteration 14Q: 3 clusters Score -1023734 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1023968.312500 Penalty: 4616.548828
	Iteration 15Q: 3 clusters Score -1023968 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1024150.312500 Penalty: 4616.548828
	Iteration 16Q: 3 clusters Score -1024150 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1024282.125000 Penalty: 4616.548828
	Iteration 17Q: 3 clusters Score -1024282 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1024387.062500 Penalty: 4616.548828
	Iteration 18Q: 3 clusters Score -1024387 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1024469.187500 Penalty: 4616.548828
	Iteration 19Q: 3 clusters Score -1024469 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1024532.750000 Penalty: 4616.548828
	Iteration 20F: 3 clusters Score -1024533 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1024587.437500 Penalty: 4616.548828
	Iteration 21Q: 3 clusters Score -1024587 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1024644.750000 Penalty: 4616.548828
	Iteration 22Q: 3 clusters Score -1024645 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1024704.812500 Penalty: 4616.548828
	Iteration 23Q: 3 clusters Score -1024705 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1024764.562500 Penalty: 4616.548828
	Iteration 24Q: 3 clusters Score -1024765 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1024818.562500 Penalty: 4616.548828
	Iteration 25Q: 3 clusters Score -1024819 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1024872.625000 Penalty: 4616.548828
	Iteration 26Q: 3 clusters Score -1024873 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1024918.875000 Penalty: 4616.548828
	Iteration 27Q: 3 clusters Score -1024919 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1024959.187500 Penalty: 4616.548828
	Iteration 28Q: 3 clusters Score -1024959 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1024985.625000 Penalty: 4616.548828
	Iteration 29Q: 3 clusters Score -1024986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1025012.812500 Penalty: 4616.548828
	Iteration 30Q: 3 clusters Score -1025013 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1025042.500000 Penalty: 4616.548828
	Iteration 31Q: 3 clusters Score -1025042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1025061.875000 Penalty: 4616.548828
	Iteration 32Q: 3 clusters Score -1025062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1025076.437500 Penalty: 4616.548828
	Iteration 33Q: 3 clusters Score -1025076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1025091.562500 Penalty: 4616.548828
	Iteration 34Q: 3 clusters Score -1025092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1025100.375000 Penalty: 4616.548828
	Iteration 35Q: 3 clusters Score -1025100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1025103.500000 Penalty: 4616.548828
	Iteration 36Q: 3 clusters Score -1025104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1025106.125000 Penalty: 4616.548828
	Iteration 37Q: 3 clusters Score -1025106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1025113.437500 Penalty: 4616.548828
	Iteration 38Q: 3 clusters Score -1025113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1025117.375000 Penalty: 4616.548828
	Iteration 39Q: 3 clusters Score -1025117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1025119.937500 Penalty: 4616.548828
	Iteration 40F: 3 clusters Score -1025120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1025122.937500 Penalty: 4616.548828
	Iteration 41Q: 3 clusters Score -1025123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1025125.500000 Penalty: 4616.548828
	Iteration 42Q: 3 clusters Score -1025126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1025126.437500 Penalty: 4616.548828
	Iteration 43Q: 3 clusters Score -1025126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1025126.187500 Penalty: 4616.548828
	Iteration 44Q: 3 clusters Score -1025126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1025126.375000 Penalty: 4616.548828
	Iteration 45Q: 3 clusters Score -1025126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1025126.375000 Penalty: 4616.548828
	Iteration 46F: 3 clusters Score -1025126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Entering Unmasked Estep 
Score: -1907350.125000 Penalty: 2468.082275
	Iteration 0F: 2 clusters Score -1907350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1892661.250000 Penalty: 4936.164551
	Iteration 0F: 3 clusters Score -1892661 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1898214.875000 Penalty: 4936.164551
	Iteration 1F: 3 clusters Score -1898215 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1899243.500000 Penalty: 4936.164551
	Iteration 2F: 3 clusters Score -1899244 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1900479.125000 Penalty: 4936.164551
	Iteration 3F: 3 clusters Score -1900479 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1901893.125000 Penalty: 4936.164551
	Iteration 4F: 3 clusters Score -1901893 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1903195.625000 Penalty: 4936.164551
	Iteration 5F: 3 clusters Score -1903196 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1904203.750000 Penalty: 4936.164551
	Iteration 6F: 3 clusters Score -1904204 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1904940.375000 Penalty: 4936.164551
	Iteration 7F: 3 clusters Score -1904940 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1905444.750000 Penalty: 4936.164551
	Iteration 8Q: 3 clusters Score -1905445 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1905760.875000 Penalty: 4936.164551
	Iteration 9Q: 3 clusters Score -1905761 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1905971.375000 Penalty: 4936.164551
	Iteration 10Q: 3 clusters Score -1905971 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1906185.500000 Penalty: 4936.164551
	Iteration 11Q: 3 clusters Score -1906186 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1906333.750000 Penalty: 4936.164551
	Iteration 12Q: 3 clusters Score -1906334 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1906440.375000 Penalty: 4936.164551
	Iteration 13Q: 3 clusters Score -1906440 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1906510.875000 Penalty: 4936.164551
	Iteration 14Q: 3 clusters Score -1906511 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1906568.125000 Penalty: 4936.164551
	Iteration 15Q: 3 clusters Score -1906568 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1906611.375000 Penalty: 4936.164551
	Iteration 16Q: 3 clusters Score -1906611 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1906633.625000 Penalty: 4936.164551
	Iteration 17Q: 3 clusters Score -1906634 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1906670.000000 Penalty: 4936.164551
	Iteration 18Q: 3 clusters Score -1906670 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1906691.375000 Penalty: 4936.164551
	Iteration 19Q: 3 clusters Score -1906691 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1906722.875000 Penalty: 4936.164551
	Iteration 20F: 3 clusters Score -1906723 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1906746.375000 Penalty: 4936.164551
	Iteration 21Q: 3 clusters Score -1906746 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1906771.375000 Penalty: 4936.164551
	Iteration 22Q: 3 clusters Score -1906771 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1906783.000000 Penalty: 4936.164551
	Iteration 23Q: 3 clusters Score -1906783 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1906811.125000 Penalty: 4936.164551
	Iteration 24Q: 3 clusters Score -1906811 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1906839.125000 Penalty: 4936.164551
	Iteration 25Q: 3 clusters Score -1906839 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1906857.500000 Penalty: 4936.164551
	Iteration 26Q: 3 clusters Score -1906858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1906874.750000 Penalty: 4936.164551
	Iteration 27Q: 3 clusters Score -1906875 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1906891.625000 Penalty: 4936.164551
	Iteration 28Q: 3 clusters Score -1906892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1906902.625000 Penalty: 4936.164551
	Iteration 29Q: 3 clusters Score -1906903 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1906914.000000 Penalty: 4936.164551
	Iteration 30Q: 3 clusters Score -1906914 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1906927.500000 Penalty: 4936.164551
	Iteration 31Q: 3 clusters Score -1906928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1906941.250000 Penalty: 4936.164551
	Iteration 32Q: 3 clusters Score -1906941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1906950.750000 Penalty: 4936.164551
	Iteration 33Q: 3 clusters Score -1906951 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1906956.500000 Penalty: 4936.164551
	Iteration 34Q: 3 clusters Score -1906956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1906965.750000 Penalty: 4936.164551
	Iteration 35Q: 3 clusters Score -1906966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1906976.875000 Penalty: 4936.164551
	Iteration 36Q: 3 clusters Score -1906977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1906977.500000 Penalty: 4936.164551
	Iteration 37Q: 3 clusters Score -1906978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1906981.125000 Penalty: 4936.164551
	Iteration 38Q: 3 clusters Score -1906981 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1906992.500000 Penalty: 4936.164551
	Iteration 39Q: 3 clusters Score -1906992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1906990.375000 Penalty: 4936.164551
	Iteration 40F: 3 clusters Score -1906990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1907001.375000 Penalty: 4936.164551
	Iteration 41Q: 3 clusters Score -1907001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1907007.625000 Penalty: 4936.164551
	Iteration 42Q: 3 clusters Score -1907008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1907012.125000 Penalty: 4936.164551
	Iteration 43Q: 3 clusters Score -1907012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1907012.750000 Penalty: 4936.164551
	Iteration 44Q: 3 clusters Score -1907013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1907012.000000 Penalty: 4936.164551
	Iteration 45Q: 3 clusters Score -1907012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1907012.125000 Penalty: 4936.164551
	Iteration 46Q: 3 clusters Score -1907012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1907012.750000 Penalty: 4936.164551
	Iteration 47Q: 3 clusters Score -1907013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1907017.250000 Penalty: 4936.164551
	Iteration 48Q: 3 clusters Score -1907017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1907015.625000 Penalty: 4936.164551
	Iteration 49Q: 3 clusters Score -1907016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1907020.500000 Penalty: 4936.164551
	Iteration 50Q: 3 clusters Score -1907020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1907020.375000 Penalty: 4936.164551
	Iteration 51Q: 3 clusters Score -1907020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1907022.125000 Penalty: 4936.164551
	Iteration 52Q: 3 clusters Score -1907022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1907021.000000 Penalty: 4936.164551
	Iteration 53Q: 3 clusters Score -1907021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1907024.375000 Penalty: 4936.164551
	Iteration 54Q: 3 clusters Score -1907024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1907026.125000 Penalty: 4936.164551
	Iteration 55Q: 3 clusters Score -1907026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1907030.000000 Penalty: 4936.164551
	Iteration 56Q: 3 clusters Score -1907030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1907031.625000 Penalty: 4936.164551
	Iteration 57Q: 3 clusters Score -1907032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1907030.500000 Penalty: 4936.164551
	Iteration 58Q: 3 clusters Score -1907030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1907033.750000 Penalty: 4936.164551
	Iteration 59Q: 3 clusters Score -1907034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1907035.125000 Penalty: 4936.164551
	Iteration 60F: 3 clusters Score -1907035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1907034.875000 Penalty: 4936.164551
	Iteration 61Q: 3 clusters Score -1907035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1907037.500000 Penalty: 4936.164551
	Iteration 62Q: 3 clusters Score -1907038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1907038.125000 Penalty: 4936.164551
	Iteration 63Q: 3 clusters Score -1907038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1907038.750000 Penalty: 4936.164551
	Iteration 64Q: 3 clusters Score -1907039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1907036.500000 Penalty: 4936.164551
	Iteration 65Q: 3 clusters Score -1907036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1907037.250000 Penalty: 4936.164551
	Iteration 66Q: 3 clusters Score -1907037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1907035.750000 Penalty: 4936.164551
	Iteration 67Q: 3 clusters Score -1907036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1907042.000000 Penalty: 4936.164551
	Iteration 68Q: 3 clusters Score -1907042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1907040.625000 Penalty: 4936.164551
	Iteration 69Q: 3 clusters Score -1907041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1907042.250000 Penalty: 4936.164551
	Iteration 70Q: 3 clusters Score -1907042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1907045.750000 Penalty: 4936.164551
	Iteration 71Q: 3 clusters Score -1907046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1907046.125000 Penalty: 4936.164551
	Iteration 72Q: 3 clusters Score -1907046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1907053.500000 Penalty: 4936.164551
	Iteration 73Q: 3 clusters Score -1907054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1907050.750000 Penalty: 4936.164551
	Iteration 74Q: 3 clusters Score -1907051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1907053.250000 Penalty: 4936.164551
	Iteration 75Q: 3 clusters Score -1907053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1907058.500000 Penalty: 4936.164551
	Iteration 76Q: 3 clusters Score -1907058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1907059.125000 Penalty: 4936.164551
	Iteration 77Q: 3 clusters Score -1907059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1907066.875000 Penalty: 4936.164551
	Iteration 78Q: 3 clusters Score -1907067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1907068.500000 Penalty: 4936.164551
	Iteration 79Q: 3 clusters Score -1907068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1907069.875000 Penalty: 4936.164551
	Iteration 80F: 3 clusters Score -1907070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1907063.500000 Penalty: 4936.164551
	Iteration 81Q: 3 clusters Score -1907064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1907068.000000 Penalty: 4936.164551
	Iteration 82Q: 3 clusters Score -1907068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1907070.625000 Penalty: 4936.164551
	Iteration 83Q: 3 clusters Score -1907071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1907069.375000 Penalty: 4936.164551
	Iteration 84Q: 3 clusters Score -1907069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1907071.250000 Penalty: 4936.164551
	Iteration 85Q: 3 clusters Score -1907071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1907067.750000 Penalty: 4936.164551
	Iteration 86Q: 3 clusters Score -1907068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1907067.000000 Penalty: 4936.164551
	Iteration 87Q: 3 clusters Score -1907067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1907067.625000 Penalty: 4936.164551
	Iteration 88Q: 3 clusters Score -1907068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1907067.625000 Penalty: 4936.164551
	Iteration 89F: 3 clusters Score -1907068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Entering Unmasked Estep 
Score: -309271.125000 Penalty: 2011.013184
	Iteration 0F: 2 clusters Score -309271.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -305795.562500 Penalty: 4022.026367
	Iteration 0F: 3 clusters Score -305795.6 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -306547.062500 Penalty: 4022.026367
	Iteration 1F: 3 clusters Score -306547.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -306758.781250 Penalty: 4022.026367
	Iteration 2F: 3 clusters Score -306758.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -306864.031250 Penalty: 4022.026367
	Iteration 3F: 3 clusters Score -306864 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -306937.062500 Penalty: 4022.026367
	Iteration 4Q: 3 clusters Score -306937.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -306991.437500 Penalty: 4022.026367
	Iteration 5Q: 3 clusters Score -306991.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -307055.031250 Penalty: 4022.026367
	Iteration 6Q: 3 clusters Score -307055 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -307136.750000 Penalty: 4022.026367
	Iteration 7Q: 3 clusters Score -307136.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -307245.593750 Penalty: 4022.026367
	Iteration 8Q: 3 clusters Score -307245.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -307354.125000 Penalty: 4022.026367
	Iteration 9Q: 3 clusters Score -307354.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -307474.531250 Penalty: 4022.026367
	Iteration 10Q: 3 clusters Score -307474.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -307605.125000 Penalty: 4022.026367
	Iteration 11Q: 3 clusters Score -307605.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -307751.031250 Penalty: 4022.026367
	Iteration 12Q: 3 clusters Score -307751 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -307863.250000 Penalty: 4022.026367
	Iteration 13Q: 3 clusters Score -307863.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -307971.406250 Penalty: 4022.026367
	Iteration 14Q: 3 clusters Score -307971.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -308054.062500 Penalty: 4022.026367
	Iteration 15Q: 3 clusters Score -308054.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -308124.968750 Penalty: 4022.026367
	Iteration 16Q: 3 clusters Score -308125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -308162.718750 Penalty: 4022.026367
	Iteration 17Q: 3 clusters Score -308162.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -308190.781250 Penalty: 4022.026367
	Iteration 18Q: 3 clusters Score -308190.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -308222.062500 Penalty: 4022.026367
	Iteration 19Q: 3 clusters Score -308222.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -308266.531250 Penalty: 4022.026367
	Iteration 20F: 3 clusters Score -308266.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -308308.250000 Penalty: 4022.026367
	Iteration 21Q: 3 clusters Score -308308.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -308328.187500 Penalty: 4022.026367
	Iteration 22Q: 3 clusters Score -308328.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -308342.812500 Penalty: 4022.026367
	Iteration 23Q: 3 clusters Score -308342.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -308346.875000 Penalty: 4022.026367
	Iteration 24Q: 3 clusters Score -308346.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -308349.406250 Penalty: 4022.026367
	Iteration 25Q: 3 clusters Score -308349.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -308352.281250 Penalty: 4022.026367
	Iteration 26Q: 3 clusters Score -308352.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -308353.125000 Penalty: 4022.026367
	Iteration 27Q: 3 clusters Score -308353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -308355.000000 Penalty: 4022.026367
	Iteration 28Q: 3 clusters Score -308355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -308356.218750 Penalty: 4022.026367
	Iteration 29Q: 3 clusters Score -308356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -308356.906250 Penalty: 4022.026367
	Iteration 30Q: 3 clusters Score -308356.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -308359.062500 Penalty: 4022.026367
	Iteration 31Q: 3 clusters Score -308359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -308359.125000 Penalty: 4022.026367
	Iteration 32Q: 3 clusters Score -308359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -308360.156250 Penalty: 4022.026367
	Iteration 33Q: 3 clusters Score -308360.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -308361.843750 Penalty: 4022.026367
	Iteration 34Q: 3 clusters Score -308361.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -308363.625000 Penalty: 4022.026367
	Iteration 35Q: 3 clusters Score -308363.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -308365.937500 Penalty: 4022.026367
	Iteration 36Q: 3 clusters Score -308365.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -308366.906250 Penalty: 4022.026367
	Iteration 37Q: 3 clusters Score -308366.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -308366.906250 Penalty: 4022.026367
	Iteration 38F: 3 clusters Score -308366.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Entering Unmasked Estep 
Score: -969782.000000 Penalty: 2291.567139
	Iteration 0F: 2 clusters Score -969782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -961934.187500 Penalty: 4583.134277
	Iteration 0F: 3 clusters Score -961934.2 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -964151.312500 Penalty: 4583.134277
	Iteration 1F: 3 clusters Score -964151.3 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -964416.812500 Penalty: 4583.134277
	Iteration 2F: 3 clusters Score -964416.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -964591.500000 Penalty: 4583.134277
	Iteration 3Q: 3 clusters Score -964591.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -964731.500000 Penalty: 4583.134277
	Iteration 4Q: 3 clusters Score -964731.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -964857.250000 Penalty: 4583.134277
	Iteration 5Q: 3 clusters Score -964857.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -964962.875000 Penalty: 4583.134277
	Iteration 6Q: 3 clusters Score -964962.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -965060.375000 Penalty: 4583.134277
	Iteration 7Q: 3 clusters Score -965060.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -965149.812500 Penalty: 4583.134277
	Iteration 8Q: 3 clusters Score -965149.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -965237.000000 Penalty: 4583.134277
	Iteration 9Q: 3 clusters Score -965237 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -965336.750000 Penalty: 4583.134277
	Iteration 10Q: 3 clusters Score -965336.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -965441.187500 Penalty: 4583.134277
	Iteration 11Q: 3 clusters Score -965441.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -965528.937500 Penalty: 4583.134277
	Iteration 12Q: 3 clusters Score -965528.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -965628.812500 Penalty: 4583.134277
	Iteration 13Q: 3 clusters Score -965628.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -965757.937500 Penalty: 4583.134277
	Iteration 14Q: 3 clusters Score -965757.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -965931.000000 Penalty: 4583.134277
	Iteration 15Q: 3 clusters Score -965931 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -966114.625000 Penalty: 4583.134277
	Iteration 16Q: 3 clusters Score -966114.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -966352.625000 Penalty: 4583.134277
	Iteration 17Q: 3 clusters Score -966352.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -966614.750000 Penalty: 4583.134277
	Iteration 18Q: 3 clusters Score -966614.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -966903.062500 Penalty: 4583.134277
	Iteration 19Q: 3 clusters Score -966903.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -967189.937500 Penalty: 4583.134277
	Iteration 20F: 3 clusters Score -967189.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -967451.125000 Penalty: 4583.134277
	Iteration 21Q: 3 clusters Score -967451.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -967614.000000 Penalty: 4583.134277
	Iteration 22Q: 3 clusters Score -967614 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -967701.437500 Penalty: 4583.134277
	Iteration 23Q: 3 clusters Score -967701.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -967764.937500 Penalty: 4583.134277
	Iteration 24Q: 3 clusters Score -967764.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -967810.062500 Penalty: 4583.134277
	Iteration 25Q: 3 clusters Score -967810.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -967848.562500 Penalty: 4583.134277
	Iteration 26Q: 3 clusters Score -967848.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -967873.250000 Penalty: 4583.134277
	Iteration 27Q: 3 clusters Score -967873.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -967888.875000 Penalty: 4583.134277
	Iteration 28Q: 3 clusters Score -967888.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -967899.812500 Penalty: 4583.134277
	Iteration 29Q: 3 clusters Score -967899.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -967907.937500 Penalty: 4583.134277
	Iteration 30Q: 3 clusters Score -967907.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -967915.812500 Penalty: 4583.134277
	Iteration 31Q: 3 clusters Score -967915.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -967922.312500 Penalty: 4583.134277
	Iteration 32Q: 3 clusters Score -967922.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -967926.125000 Penalty: 4583.134277
	Iteration 33Q: 3 clusters Score -967926.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -967932.000000 Penalty: 4583.134277
	Iteration 34Q: 3 clusters Score -967932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -967933.625000 Penalty: 4583.134277
	Iteration 35Q: 3 clusters Score -967933.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -967934.437500 Penalty: 4583.134277
	Iteration 36Q: 3 clusters Score -967934.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -967936.375000 Penalty: 4583.134277
	Iteration 37Q: 3 clusters Score -967936.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -967939.187500 Penalty: 4583.134277
	Iteration 38Q: 3 clusters Score -967939.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -967939.437500 Penalty: 4583.134277
	Iteration 39Q: 3 clusters Score -967939.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -967938.500000 Penalty: 4583.134277
	Iteration 40F: 3 clusters Score -967938.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -967939.875000 Penalty: 4583.134277
	Iteration 41Q: 3 clusters Score -967939.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -967939.875000 Penalty: 4583.134277
	Iteration 42F: 3 clusters Score -967939.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Entering Unmasked Estep 
Score: -2371981.000000 Penalty: 2503.768799
	Iteration 0F: 2 clusters Score -2371981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2355150.750000 Penalty: 5007.537598
	Iteration 0F: 3 clusters Score -2355151 nChanged 10765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2361019.000000 Penalty: 5007.537598
	Iteration 1F: 3 clusters Score -2361019 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2361513.250000 Penalty: 5007.537598
	Iteration 2F: 3 clusters Score -2361513 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2361974.250000 Penalty: 5007.537598
	Iteration 3Q: 3 clusters Score -2361974 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2362528.250000 Penalty: 5007.537598
	Iteration 4Q: 3 clusters Score -2362528 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2363328.000000 Penalty: 5007.537598
	Iteration 5F: 3 clusters Score -2363328 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2364500.250000 Penalty: 5007.537598
	Iteration 6F: 3 clusters Score -2364500 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2366049.000000 Penalty: 5007.537598
	Iteration 7F: 3 clusters Score -2366049 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2367637.000000 Penalty: 5007.537598
	Iteration 8F: 3 clusters Score -2367637 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2368832.750000 Penalty: 5007.537598
	Iteration 9Q: 3 clusters Score -2368833 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2369477.750000 Penalty: 5007.537598
	Iteration 10Q: 3 clusters Score -2369478 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -2369814.750000 Penalty: 5007.537598
	Iteration 11Q: 3 clusters Score -2369815 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -2369995.000000 Penalty: 5007.537598
	Iteration 12Q: 3 clusters Score -2369995 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -2370087.750000 Penalty: 5007.537598
	Iteration 13Q: 3 clusters Score -2370088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2370162.250000 Penalty: 5007.537598
	Iteration 14Q: 3 clusters Score -2370162 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2370221.500000 Penalty: 5007.537598
	Iteration 15Q: 3 clusters Score -2370222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -2370248.750000 Penalty: 5007.537598
	Iteration 16Q: 3 clusters Score -2370249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -2370267.250000 Penalty: 5007.537598
	Iteration 17Q: 3 clusters Score -2370267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2370279.750000 Penalty: 5007.537598
	Iteration 18Q: 3 clusters Score -2370280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -2370282.500000 Penalty: 5007.537598
	Iteration 19Q: 3 clusters Score -2370282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -2370293.500000 Penalty: 5007.537598
	Iteration 20F: 3 clusters Score -2370294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -2370307.250000 Penalty: 5007.537598
	Iteration 21Q: 3 clusters Score -2370307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -2370319.500000 Penalty: 5007.537598
	Iteration 22Q: 3 clusters Score -2370320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2370324.000000 Penalty: 5007.537598
	Iteration 23Q: 3 clusters Score -2370324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -2370328.750000 Penalty: 5007.537598
	Iteration 24Q: 3 clusters Score -2370329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -2370335.250000 Penalty: 5007.537598
	Iteration 25Q: 3 clusters Score -2370335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2370339.500000 Penalty: 5007.537598
	Iteration 26Q: 3 clusters Score -2370340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -2370336.500000 Penalty: 5007.537598
	Iteration 27Q: 3 clusters Score -2370336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -2370336.500000 Penalty: 5007.537598
	Iteration 28F: 3 clusters Score -2370336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Entering Unmasked Estep 
Score: -257695.265625 Penalty: 1959.541504
	Iteration 0F: 2 clusters Score -257695.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -254650.390625 Penalty: 3919.083008
	Iteration 0F: 3 clusters Score -254650.4 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -255271.468750 Penalty: 3919.083008
	Iteration 1F: 3 clusters Score -255271.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -255449.953125 Penalty: 3919.083008
	Iteration 2F: 3 clusters Score -255450 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -255538.921875 Penalty: 3919.083008
	Iteration 3Q: 3 clusters Score -255538.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -255589.671875 Penalty: 3919.083008
	Iteration 4Q: 3 clusters Score -255589.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -255626.359375 Penalty: 3919.083008
	Iteration 5Q: 3 clusters Score -255626.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -255652.109375 Penalty: 3919.083008
	Iteration 6Q: 3 clusters Score -255652.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -255673.921875 Penalty: 3919.083008
	Iteration 7Q: 3 clusters Score -255673.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -255692.890625 Penalty: 3919.083008
	Iteration 8Q: 3 clusters Score -255692.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -255706.281250 Penalty: 3919.083008
	Iteration 9Q: 3 clusters Score -255706.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -255714.609375 Penalty: 3919.083008
	Iteration 10Q: 3 clusters Score -255714.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -255722.250000 Penalty: 3919.083008
	Iteration 11Q: 3 clusters Score -255722.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -255728.156250 Penalty: 3919.083008
	Iteration 12Q: 3 clusters Score -255728.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -255734.234375 Penalty: 3919.083008
	Iteration 13Q: 3 clusters Score -255734.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -255738.953125 Penalty: 3919.083008
	Iteration 14Q: 3 clusters Score -255739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -255742.578125 Penalty: 3919.083008
	Iteration 15Q: 3 clusters Score -255742.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -255747.031250 Penalty: 3919.083008
	Iteration 16Q: 3 clusters Score -255747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -255751.015625 Penalty: 3919.083008
	Iteration 17Q: 3 clusters Score -255751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -255754.546875 Penalty: 3919.083008
	Iteration 18Q: 3 clusters Score -255754.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -255757.046875 Penalty: 3919.083008
	Iteration 19Q: 3 clusters Score -255757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -255759.953125 Penalty: 3919.083008
	Iteration 20F: 3 clusters Score -255760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -255761.500000 Penalty: 3919.083008
	Iteration 21Q: 3 clusters Score -255761.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -255762.375000 Penalty: 3919.083008
	Iteration 22Q: 3 clusters Score -255762.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -255763.390625 Penalty: 3919.083008
	Iteration 23Q: 3 clusters Score -255763.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -255763.390625 Penalty: 3919.083008
	Iteration 24F: 3 clusters Score -255763.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Entering Unmasked Estep 
Score: -2400178.000000 Penalty: 2510.947754
	Iteration 0F: 2 clusters Score -2400178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2382800.000000 Penalty: 5021.895508
	Iteration 0F: 3 clusters Score -2382800 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2388859.250000 Penalty: 5021.895508
	Iteration 1F: 3 clusters Score -2388859 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2389405.000000 Penalty: 5021.895508
	Iteration 2F: 3 clusters Score -2389405 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2390017.250000 Penalty: 5021.895508
	Iteration 3F: 3 clusters Score -2390017 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2390803.250000 Penalty: 5021.895508
	Iteration 4F: 3 clusters Score -2390803 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2391749.500000 Penalty: 5021.895508
	Iteration 5F: 3 clusters Score -2391750 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2392804.500000 Penalty: 5021.895508
	Iteration 6F: 3 clusters Score -2392804 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2393850.500000 Penalty: 5021.895508
	Iteration 7F: 3 clusters Score -2393850 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2394847.000000 Penalty: 5021.895508
	Iteration 8F: 3 clusters Score -2394847 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2395725.750000 Penalty: 5021.895508
	Iteration 9Q: 3 clusters Score -2395726 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2396467.000000 Penalty: 5021.895508
	Iteration 10Q: 3 clusters Score -2396467 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2397095.250000 Penalty: 5021.895508
	Iteration 11Q: 3 clusters Score -2397095 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2397525.000000 Penalty: 5021.895508
	Iteration 12Q: 3 clusters Score -2397525 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2397739.750000 Penalty: 5021.895508
	Iteration 13Q: 3 clusters Score -2397740 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2397888.750000 Penalty: 5021.895508
	Iteration 14Q: 3 clusters Score -2397889 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2398006.750000 Penalty: 5021.895508
	Iteration 15Q: 3 clusters Score -2398007 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2398091.250000 Penalty: 5021.895508
	Iteration 16Q: 3 clusters Score -2398091 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2398149.250000 Penalty: 5021.895508
	Iteration 17Q: 3 clusters Score -2398149 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2398195.250000 Penalty: 5021.895508
	Iteration 18Q: 3 clusters Score -2398195 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2398236.250000 Penalty: 5021.895508
	Iteration 19Q: 3 clusters Score -2398236 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2398280.000000 Penalty: 5021.895508
	Iteration 20F: 3 clusters Score -2398280 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2398322.250000 Penalty: 5021.895508
	Iteration 21Q: 3 clusters Score -2398322 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2398352.750000 Penalty: 5021.895508
	Iteration 22Q: 3 clusters Score -2398353 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2398389.000000 Penalty: 5021.895508
	Iteration 23Q: 3 clusters Score -2398389 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2398413.500000 Penalty: 5021.895508
	Iteration 24Q: 3 clusters Score -2398414 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2398437.000000 Penalty: 5021.895508
	Iteration 25Q: 3 clusters Score -2398437 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2398458.250000 Penalty: 5021.895508
	Iteration 26Q: 3 clusters Score -2398458 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2398482.250000 Penalty: 5021.895508
	Iteration 27Q: 3 clusters Score -2398482 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2398500.750000 Penalty: 5021.895508
	Iteration 28Q: 3 clusters Score -2398501 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2398518.500000 Penalty: 5021.895508
	Iteration 29Q: 3 clusters Score -2398518 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2398545.250000 Penalty: 5021.895508
	Iteration 30Q: 3 clusters Score -2398545 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2398573.250000 Penalty: 5021.895508
	Iteration 31Q: 3 clusters Score -2398573 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2398582.750000 Penalty: 5021.895508
	Iteration 32Q: 3 clusters Score -2398583 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2398602.500000 Penalty: 5021.895508
	Iteration 33Q: 3 clusters Score -2398602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2398611.500000 Penalty: 5021.895508
	Iteration 34Q: 3 clusters Score -2398612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2398627.000000 Penalty: 5021.895508
	Iteration 35Q: 3 clusters Score -2398627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2398640.000000 Penalty: 5021.895508
	Iteration 36Q: 3 clusters Score -2398640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2398642.750000 Penalty: 5021.895508
	Iteration 37Q: 3 clusters Score -2398643 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2398665.750000 Penalty: 5021.895508
	Iteration 38Q: 3 clusters Score -2398666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2398676.250000 Penalty: 5021.895508
	Iteration 39Q: 3 clusters Score -2398676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2398685.250000 Penalty: 5021.895508
	Iteration 40F: 3 clusters Score -2398685 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2398692.250000 Penalty: 5021.895508
	Iteration 41Q: 3 clusters Score -2398692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2398696.500000 Penalty: 5021.895508
	Iteration 42Q: 3 clusters Score -2398696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2398703.250000 Penalty: 5021.895508
	Iteration 43Q: 3 clusters Score -2398703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2398697.250000 Penalty: 5021.895508
	Iteration 44Q: 3 clusters Score -2398697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2398710.000000 Penalty: 5021.895508
	Iteration 45Q: 3 clusters Score -2398710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2398712.750000 Penalty: 5021.895508
	Iteration 46Q: 3 clusters Score -2398713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2398715.000000 Penalty: 5021.895508
	Iteration 47Q: 3 clusters Score -2398715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2398714.750000 Penalty: 5021.895508
	Iteration 48Q: 3 clusters Score -2398715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2398716.000000 Penalty: 5021.895508
	Iteration 49Q: 3 clusters Score -2398716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2398718.250000 Penalty: 5021.895508
	Iteration 50Q: 3 clusters Score -2398718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2398719.500000 Penalty: 5021.895508
	Iteration 51Q: 3 clusters Score -2398720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2398718.750000 Penalty: 5021.895508
	Iteration 52Q: 3 clusters Score -2398719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2398719.500000 Penalty: 5021.895508
	Iteration 53Q: 3 clusters Score -2398720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2398722.750000 Penalty: 5021.895508
	Iteration 54Q: 3 clusters Score -2398723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2398723.250000 Penalty: 5021.895508
	Iteration 55Q: 3 clusters Score -2398723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2398724.250000 Penalty: 5021.895508
	Iteration 56Q: 3 clusters Score -2398724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2398727.750000 Penalty: 5021.895508
	Iteration 57Q: 3 clusters Score -2398728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2398724.500000 Penalty: 5021.895508
	Iteration 58Q: 3 clusters Score -2398724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2398724.750000 Penalty: 5021.895508
	Iteration 59Q: 3 clusters Score -2398725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2398726.000000 Penalty: 5021.895508
	Iteration 60F: 3 clusters Score -2398726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2398726.750000 Penalty: 5021.895508
	Iteration 61Q: 3 clusters Score -2398727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2398726.750000 Penalty: 5021.895508
	Iteration 62F: 3 clusters Score -2398727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (218379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218379 members 
Entering Unmasked Estep 
Score: -21379544.000000 Penalty: 3048.908936
	Iteration 0F: 2 clusters Score -2.137954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109512 members 
Mstep: Class 2 contains 108867 members 
Entering Unmasked Estep 
Score: -21235564.000000 Penalty: 6097.817871
	Iteration 0F: 3 clusters Score -2.123556e+07 nChanged 104865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115175 members 
Mstep: Class 2 contains 103204 members 
Entering Unmasked Estep 
Score: -21297496.000000 Penalty: 6097.817871
	Iteration 1F: 3 clusters Score -2.12975e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119419 members 
Mstep: Class 2 contains 98960 members 
Entering Unmasked Estep 
Score: -21298976.000000 Penalty: 6097.817871
	Iteration 2Q: 3 clusters Score -2.129898e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125989 members 
Mstep: Class 2 contains 92390 members 
Entering Unmasked Estep 
Score: -21301666.000000 Penalty: 6097.817871
	Iteration 3Q: 3 clusters Score -2.130167e+07 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136118 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -21306492.000000 Penalty: 6097.817871
	Iteration 4F: 3 clusters Score -2.130649e+07 nChanged 15463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151111 members 
Mstep: Class 2 contains 67268 members 
Entering Unmasked Estep 
Score: -21316714.000000 Penalty: 6097.817871
	Iteration 5F: 3 clusters Score -2.131671e+07 nChanged 19819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170612 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -21333658.000000 Penalty: 6097.817871
	Iteration 6F: 3 clusters Score -2.133366e+07 nChanged 20290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190714 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -21352774.000000 Penalty: 6097.817871
	Iteration 7F: 3 clusters Score -2.135277e+07 nChanged 14682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205278 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -21366498.000000 Penalty: 6097.817871
	Iteration 8F: 3 clusters Score -2.13665e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212739 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -21373114.000000 Penalty: 6097.817871
	Iteration 9Q: 3 clusters Score -2.137311e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215827 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -21375410.000000 Penalty: 6097.817871
	Iteration 10Q: 3 clusters Score -2.137541e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216979 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -21376352.000000 Penalty: 6097.817871
	Iteration 11Q: 3 clusters Score -2.137635e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217354 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -21376784.000000 Penalty: 6097.817871
	Iteration 12Q: 3 clusters Score -2.137678e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217491 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -21377040.000000 Penalty: 6097.817871
	Iteration 13Q: 3 clusters Score -2.137704e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217534 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -21377240.000000 Penalty: 6097.817871
	Iteration 14Q: 3 clusters Score -2.137724e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217538 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -21377304.000000 Penalty: 6097.817871
	Iteration 15Q: 3 clusters Score -2.13773e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217530 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -21377378.000000 Penalty: 6097.817871
	Iteration 16Q: 3 clusters Score -2.137738e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217513 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -21377406.000000 Penalty: 6097.817871
	Iteration 17Q: 3 clusters Score -2.137741e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217505 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -21377452.000000 Penalty: 6097.817871
	Iteration 18Q: 3 clusters Score -2.137745e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217474 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -21377506.000000 Penalty: 6097.817871
	Iteration 19Q: 3 clusters Score -2.137751e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217451 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -21377512.000000 Penalty: 6097.817871
	Iteration 20F: 3 clusters Score -2.137751e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217438 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -21377552.000000 Penalty: 6097.817871
	Iteration 21Q: 3 clusters Score -2.137755e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217421 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -21377590.000000 Penalty: 6097.817871
	Iteration 22Q: 3 clusters Score -2.137759e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217403 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -21377602.000000 Penalty: 6097.817871
	Iteration 23Q: 3 clusters Score -2.13776e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217388 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -21377622.000000 Penalty: 6097.817871
	Iteration 24Q: 3 clusters Score -2.137762e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217378 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -21377632.000000 Penalty: 6097.817871
	Iteration 25Q: 3 clusters Score -2.137763e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217367 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -21377654.000000 Penalty: 6097.817871
	Iteration 26Q: 3 clusters Score -2.137765e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217337 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -21377648.000000 Penalty: 6097.817871
	Iteration 27Q: 3 clusters Score -2.137765e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217319 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -21377684.000000 Penalty: 6097.817871
	Iteration 28Q: 3 clusters Score -2.137768e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217301 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -21377690.000000 Penalty: 6097.817871
	Iteration 29Q: 3 clusters Score -2.137769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217293 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -21377710.000000 Penalty: 6097.817871
	Iteration 30Q: 3 clusters Score -2.137771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217287 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -21377698.000000 Penalty: 6097.817871
	Iteration 31Q: 3 clusters Score -2.13777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217277 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -21377714.000000 Penalty: 6097.817871
	Iteration 32Q: 3 clusters Score -2.137771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217271 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -21377714.000000 Penalty: 6097.817871
	Iteration 33Q: 3 clusters Score -2.137771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217273 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21377708.000000 Penalty: 6097.817871
	Iteration 34Q: 3 clusters Score -2.137771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217271 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -21377688.000000 Penalty: 6097.817871
	Iteration 35Q: 3 clusters Score -2.137769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217267 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -21377690.000000 Penalty: 6097.817871
	Iteration 36Q: 3 clusters Score -2.137769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217268 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -21377678.000000 Penalty: 6097.817871
	Iteration 37Q: 3 clusters Score -2.137768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217266 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -21377684.000000 Penalty: 6097.817871
	Iteration 38Q: 3 clusters Score -2.137768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217260 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -21377694.000000 Penalty: 6097.817871
	Iteration 39Q: 3 clusters Score -2.137769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217253 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -21377700.000000 Penalty: 6097.817871
	Iteration 40F: 3 clusters Score -2.13777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217252 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -21377694.000000 Penalty: 6097.817871
	Iteration 41Q: 3 clusters Score -2.137769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217247 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -21377700.000000 Penalty: 6097.817871
	Iteration 42Q: 3 clusters Score -2.13777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217247 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -21377698.000000 Penalty: 6097.817871
	Iteration 43Q: 3 clusters Score -2.13777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217246 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -21377698.000000 Penalty: 6097.817871
	Iteration 44Q: 3 clusters Score -2.13777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217242 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -21377710.000000 Penalty: 6097.817871
	Iteration 45Q: 3 clusters Score -2.137771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217238 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -21377738.000000 Penalty: 6097.817871
	Iteration 46Q: 3 clusters Score -2.137774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217237 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -21377724.000000 Penalty: 6097.817871
	Iteration 47Q: 3 clusters Score -2.137772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217234 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -21377716.000000 Penalty: 6097.817871
	Iteration 48Q: 3 clusters Score -2.137772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217235 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -21377724.000000 Penalty: 6097.817871
	Iteration 49Q: 3 clusters Score -2.137772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217234 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -21377720.000000 Penalty: 6097.817871
	Iteration 50Q: 3 clusters Score -2.137772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217233 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -21377732.000000 Penalty: 6097.817871
	Iteration 51Q: 3 clusters Score -2.137773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217233 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -21377732.000000 Penalty: 6097.817871
	Iteration 52F: 3 clusters Score -2.137773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (304400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304400 members 
Entering Unmasked Estep 
Score: -29830810.000000 Penalty: 3131.272217
	Iteration 0F: 2 clusters Score -2.983081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152448 members 
Mstep: Class 2 contains 151952 members 
Entering Unmasked Estep 
Score: -29636606.000000 Penalty: 6262.544434
	Iteration 0F: 3 clusters Score -2.963661e+07 nChanged 147366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159976 members 
Mstep: Class 2 contains 144424 members 
Entering Unmasked Estep 
Score: -29723824.000000 Penalty: 6262.544434
	Iteration 1F: 3 clusters Score -2.972382e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164925 members 
Mstep: Class 2 contains 139475 members 
Entering Unmasked Estep 
Score: -29725252.000000 Penalty: 6262.544434
	Iteration 2Q: 3 clusters Score -2.972525e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172744 members 
Mstep: Class 2 contains 131656 members 
Entering Unmasked Estep 
Score: -29728014.000000 Penalty: 6262.544434
	Iteration 3Q: 3 clusters Score -2.972801e+07 nChanged 13662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184700 members 
Mstep: Class 2 contains 119700 members 
Entering Unmasked Estep 
Score: -29733074.000000 Penalty: 6262.544434
	Iteration 4Q: 3 clusters Score -2.973307e+07 nChanged 18504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201950 members 
Mstep: Class 2 contains 102450 members 
Entering Unmasked Estep 
Score: -29742020.000000 Penalty: 6262.544434
	Iteration 5F: 3 clusters Score -2.974202e+07 nChanged 23326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224270 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -29756478.000000 Penalty: 6262.544434
	Iteration 6F: 3 clusters Score -2.975648e+07 nChanged 25151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248813 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -29775762.000000 Penalty: 6262.544434
	Iteration 7F: 3 clusters Score -2.977576e+07 nChanged 22929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271514 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -29795418.000000 Penalty: 6262.544434
	Iteration 8F: 3 clusters Score -2.979542e+07 nChanged 16598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288084 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -29811770.000000 Penalty: 6262.544434
	Iteration 9F: 3 clusters Score -2.981177e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297573 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -29821092.000000 Penalty: 6262.544434
	Iteration 10Q: 3 clusters Score -2.982109e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301721 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -29825430.000000 Penalty: 6262.544434
	Iteration 11Q: 3 clusters Score -2.982543e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303195 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -29826898.000000 Penalty: 6262.544434
	Iteration 12Q: 3 clusters Score -2.98269e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303674 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -29827518.000000 Penalty: 6262.544434
	Iteration 13Q: 3 clusters Score -2.982752e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303833 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -29827736.000000 Penalty: 6262.544434
	Iteration 14Q: 3 clusters Score -2.982774e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303900 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -29827844.000000 Penalty: 6262.544434
	Iteration 15Q: 3 clusters Score -2.982784e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303936 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -29827948.000000 Penalty: 6262.544434
	Iteration 16Q: 3 clusters Score -2.982795e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303953 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -29828020.000000 Penalty: 6262.544434
	Iteration 17Q: 3 clusters Score -2.982802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303961 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -29828048.000000 Penalty: 6262.544434
	Iteration 18Q: 3 clusters Score -2.982805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303967 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -29828052.000000 Penalty: 6262.544434
	Iteration 19Q: 3 clusters Score -2.982805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303976 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -29828064.000000 Penalty: 6262.544434
	Iteration 20F: 3 clusters Score -2.982806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303976 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -29828050.000000 Penalty: 6262.544434
	Iteration 21Q: 3 clusters Score -2.982805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303973 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -29828062.000000 Penalty: 6262.544434
	Iteration 22Q: 3 clusters Score -2.982806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303975 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -29828064.000000 Penalty: 6262.544434
	Iteration 23Q: 3 clusters Score -2.982806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303974 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -29828102.000000 Penalty: 6262.544434
	Iteration 24Q: 3 clusters Score -2.98281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303973 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -29828090.000000 Penalty: 6262.544434
	Iteration 25Q: 3 clusters Score -2.982809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303973 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -29828090.000000 Penalty: 6262.544434
	Iteration 26F: 3 clusters Score -2.982809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Entering Unmasked Estep 
Score: -2769027.750000 Penalty: 2542.153076
	Iteration 0F: 2 clusters Score -2769028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2749627.000000 Penalty: 5084.306152
	Iteration 0F: 3 clusters Score -2749627 nChanged 12592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2756607.250000 Penalty: 5084.306152
	Iteration 1F: 3 clusters Score -2756607 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2757076.500000 Penalty: 5084.306152
	Iteration 2Q: 3 clusters Score -2757076 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2757467.000000 Penalty: 5084.306152
	Iteration 3Q: 3 clusters Score -2757467 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2757774.000000 Penalty: 5084.306152
	Iteration 4Q: 3 clusters Score -2757774 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2758053.250000 Penalty: 5084.306152
	Iteration 5Q: 3 clusters Score -2758053 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2758311.500000 Penalty: 5084.306152
	Iteration 6Q: 3 clusters Score -2758312 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2758587.000000 Penalty: 5084.306152
	Iteration 7Q: 3 clusters Score -2758587 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2758921.000000 Penalty: 5084.306152
	Iteration 8Q: 3 clusters Score -2758921 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2759348.500000 Penalty: 5084.306152
	Iteration 9Q: 3 clusters Score -2759348 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2759837.250000 Penalty: 5084.306152
	Iteration 10Q: 3 clusters Score -2759837 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2760479.750000 Penalty: 5084.306152
	Iteration 11Q: 3 clusters Score -2760480 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2761352.250000 Penalty: 5084.306152
	Iteration 12Q: 3 clusters Score -2761352 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2762296.500000 Penalty: 5084.306152
	Iteration 13Q: 3 clusters Score -2762296 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2763115.750000 Penalty: 5084.306152
	Iteration 14Q: 3 clusters Score -2763116 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2763607.750000 Penalty: 5084.306152
	Iteration 15Q: 3 clusters Score -2763608 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2763947.750000 Penalty: 5084.306152
	Iteration 16Q: 3 clusters Score -2763948 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2764157.000000 Penalty: 5084.306152
	Iteration 17Q: 3 clusters Score -2764157 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -2764356.000000 Penalty: 5084.306152
	Iteration 18Q: 3 clusters Score -2764356 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -2764542.250000 Penalty: 5084.306152
	Iteration 19Q: 3 clusters Score -2764542 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2764713.750000 Penalty: 5084.306152
	Iteration 20F: 3 clusters Score -2764714 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -2764882.750000 Penalty: 5084.306152
	Iteration 21Q: 3 clusters Score -2764883 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -2765048.750000 Penalty: 5084.306152
	Iteration 22Q: 3 clusters Score -2765049 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2765201.000000 Penalty: 5084.306152
	Iteration 23Q: 3 clusters Score -2765201 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -2765330.750000 Penalty: 5084.306152
	Iteration 24Q: 3 clusters Score -2765331 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -2765457.250000 Penalty: 5084.306152
	Iteration 25Q: 3 clusters Score -2765457 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -2765589.750000 Penalty: 5084.306152
	Iteration 26Q: 3 clusters Score -2765590 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -2765729.750000 Penalty: 5084.306152
	Iteration 27Q: 3 clusters Score -2765730 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -2765860.250000 Penalty: 5084.306152
	Iteration 28Q: 3 clusters Score -2765860 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -2765984.750000 Penalty: 5084.306152
	Iteration 29Q: 3 clusters Score -2765985 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -2766102.500000 Penalty: 5084.306152
	Iteration 30Q: 3 clusters Score -2766102 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -2766215.250000 Penalty: 5084.306152
	Iteration 31Q: 3 clusters Score -2766215 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -2766353.250000 Penalty: 5084.306152
	Iteration 32Q: 3 clusters Score -2766353 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -2766481.500000 Penalty: 5084.306152
	Iteration 33Q: 3 clusters Score -2766482 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -2766582.500000 Penalty: 5084.306152
	Iteration 34Q: 3 clusters Score -2766582 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -2766673.500000 Penalty: 5084.306152
	Iteration 35Q: 3 clusters Score -2766674 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -2766750.250000 Penalty: 5084.306152
	Iteration 36Q: 3 clusters Score -2766750 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -2766803.250000 Penalty: 5084.306152
	Iteration 37Q: 3 clusters Score -2766803 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -2766851.750000 Penalty: 5084.306152
	Iteration 38Q: 3 clusters Score -2766852 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -2766903.500000 Penalty: 5084.306152
	Iteration 39Q: 3 clusters Score -2766904 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -2766936.500000 Penalty: 5084.306152
	Iteration 40F: 3 clusters Score -2766936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -2766986.250000 Penalty: 5084.306152
	Iteration 41Q: 3 clusters Score -2766986 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -2767006.250000 Penalty: 5084.306152
	Iteration 42Q: 3 clusters Score -2767006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -2767026.000000 Penalty: 5084.306152
	Iteration 43Q: 3 clusters Score -2767026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -2767045.500000 Penalty: 5084.306152
	Iteration 44Q: 3 clusters Score -2767046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -2767055.500000 Penalty: 5084.306152
	Iteration 45Q: 3 clusters Score -2767056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -2767060.250000 Penalty: 5084.306152
	Iteration 46Q: 3 clusters Score -2767060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -2767064.750000 Penalty: 5084.306152
	Iteration 47Q: 3 clusters Score -2767065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -2767065.250000 Penalty: 5084.306152
	Iteration 48Q: 3 clusters Score -2767065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -2767082.500000 Penalty: 5084.306152
	Iteration 49Q: 3 clusters Score -2767082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -2767091.000000 Penalty: 5084.306152
	Iteration 50Q: 3 clusters Score -2767091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -2767099.000000 Penalty: 5084.306152
	Iteration 51Q: 3 clusters Score -2767099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -2767111.250000 Penalty: 5084.306152
	Iteration 52Q: 3 clusters Score -2767111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -2767120.750000 Penalty: 5084.306152
	Iteration 53Q: 3 clusters Score -2767121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -2767127.000000 Penalty: 5084.306152
	Iteration 54Q: 3 clusters Score -2767127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -2767130.250000 Penalty: 5084.306152
	Iteration 55Q: 3 clusters Score -2767130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -2767130.250000 Penalty: 5084.306152
	Iteration 56Q: 3 clusters Score -2767130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -2767134.250000 Penalty: 5084.306152
	Iteration 57Q: 3 clusters Score -2767134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -2767141.000000 Penalty: 5084.306152
	Iteration 58Q: 3 clusters Score -2767141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -2767144.000000 Penalty: 5084.306152
	Iteration 59Q: 3 clusters Score -2767144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -2767144.500000 Penalty: 5084.306152
	Iteration 60F: 3 clusters Score -2767144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -2767143.000000 Penalty: 5084.306152
	Iteration 61Q: 3 clusters Score -2767143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -2767145.500000 Penalty: 5084.306152
	Iteration 62Q: 3 clusters Score -2767146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -2767150.500000 Penalty: 5084.306152
	Iteration 63Q: 3 clusters Score -2767150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -2767160.500000 Penalty: 5084.306152
	Iteration 64Q: 3 clusters Score -2767160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -2767158.750000 Penalty: 5084.306152
	Iteration 65Q: 3 clusters Score -2767159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -2767165.000000 Penalty: 5084.306152
	Iteration 66Q: 3 clusters Score -2767165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -2767162.250000 Penalty: 5084.306152
	Iteration 67Q: 3 clusters Score -2767162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -2767162.250000 Penalty: 5084.306152
	Iteration 68F: 3 clusters Score -2767162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (225491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225491 members 
Entering Unmasked Estep 
Score: -22215096.000000 Penalty: 3056.856689
	Iteration 0F: 2 clusters Score -2.22151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112963 members 
Mstep: Class 2 contains 112528 members 
Entering Unmasked Estep 
Score: -22064356.000000 Penalty: 6113.713379
	Iteration 0F: 3 clusters Score -2.206436e+07 nChanged 108719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115744 members 
Mstep: Class 2 contains 109747 members 
Entering Unmasked Estep 
Score: -22128566.000000 Penalty: 6113.713379
	Iteration 1F: 3 clusters Score -2.212857e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118020 members 
Mstep: Class 2 contains 107471 members 
Entering Unmasked Estep 
Score: -22129874.000000 Penalty: 6113.713379
	Iteration 2Q: 3 clusters Score -2.212987e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121771 members 
Mstep: Class 2 contains 103720 members 
Entering Unmasked Estep 
Score: -22131980.000000 Penalty: 6113.713379
	Iteration 3Q: 3 clusters Score -2.213198e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127536 members 
Mstep: Class 2 contains 97955 members 
Entering Unmasked Estep 
Score: -22135154.000000 Penalty: 6113.713379
	Iteration 4Q: 3 clusters Score -2.213515e+07 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136053 members 
Mstep: Class 2 contains 89438 members 
Entering Unmasked Estep 
Score: -22140344.000000 Penalty: 6113.713379
	Iteration 5Q: 3 clusters Score -2.214034e+07 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147596 members 
Mstep: Class 2 contains 77895 members 
Entering Unmasked Estep 
Score: -22148748.000000 Penalty: 6113.713379
	Iteration 6F: 3 clusters Score -2.214875e+07 nChanged 15746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161882 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -22160436.000000 Penalty: 6113.713379
	Iteration 7F: 3 clusters Score -2.216044e+07 nChanged 16648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177324 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -22174030.000000 Penalty: 6113.713379
	Iteration 8F: 3 clusters Score -2.217403e+07 nChanged 14814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191392 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -22186184.000000 Penalty: 6113.713379
	Iteration 9F: 3 clusters Score -2.218618e+07 nChanged 11498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202494 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -22195800.000000 Penalty: 6113.713379
	Iteration 10F: 3 clusters Score -2.21958e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210498 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -22202472.000000 Penalty: 6113.713379
	Iteration 11Q: 3 clusters Score -2.220247e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215888 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -22206808.000000 Penalty: 6113.713379
	Iteration 12Q: 3 clusters Score -2.220681e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219181 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -22209174.000000 Penalty: 6113.713379
	Iteration 13Q: 3 clusters Score -2.220917e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221085 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -22210544.000000 Penalty: 6113.713379
	Iteration 14Q: 3 clusters Score -2.221054e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222254 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -22211348.000000 Penalty: 6113.713379
	Iteration 15Q: 3 clusters Score -2.221135e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222965 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -22211872.000000 Penalty: 6113.713379
	Iteration 16Q: 3 clusters Score -2.221187e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223353 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -22212106.000000 Penalty: 6113.713379
	Iteration 17Q: 3 clusters Score -2.221211e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223597 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -22212368.000000 Penalty: 6113.713379
	Iteration 18Q: 3 clusters Score -2.221237e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223768 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -22212532.000000 Penalty: 6113.713379
	Iteration 19Q: 3 clusters Score -2.221253e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223874 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -22212656.000000 Penalty: 6113.713379
	Iteration 20F: 3 clusters Score -2.221266e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223964 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -22212738.000000 Penalty: 6113.713379
	Iteration 21Q: 3 clusters Score -2.221274e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224027 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -22212838.000000 Penalty: 6113.713379
	Iteration 22Q: 3 clusters Score -2.221284e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224068 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -22212894.000000 Penalty: 6113.713379
	Iteration 23Q: 3 clusters Score -2.221289e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224098 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -22212930.000000 Penalty: 6113.713379
	Iteration 24Q: 3 clusters Score -2.221293e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224130 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -22212926.000000 Penalty: 6113.713379
	Iteration 25Q: 3 clusters Score -2.221293e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224147 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -22212964.000000 Penalty: 6113.713379
	Iteration 26Q: 3 clusters Score -2.221296e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224157 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -22212986.000000 Penalty: 6113.713379
	Iteration 27Q: 3 clusters Score -2.221299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224161 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -22212990.000000 Penalty: 6113.713379
	Iteration 28Q: 3 clusters Score -2.221299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224171 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -22212998.000000 Penalty: 6113.713379
	Iteration 29Q: 3 clusters Score -2.2213e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224180 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -22212982.000000 Penalty: 6113.713379
	Iteration 30Q: 3 clusters Score -2.221298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224186 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -22213000.000000 Penalty: 6113.713379
	Iteration 31Q: 3 clusters Score -2.2213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224188 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -22213016.000000 Penalty: 6113.713379
	Iteration 32Q: 3 clusters Score -2.221302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224197 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -22213000.000000 Penalty: 6113.713379
	Iteration 33Q: 3 clusters Score -2.2213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224204 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -22212992.000000 Penalty: 6113.713379
	Iteration 34Q: 3 clusters Score -2.221299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224208 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -22213000.000000 Penalty: 6113.713379
	Iteration 35Q: 3 clusters Score -2.2213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224219 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -22213018.000000 Penalty: 6113.713379
	Iteration 36Q: 3 clusters Score -2.221302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224223 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -22213010.000000 Penalty: 6113.713379
	Iteration 37Q: 3 clusters Score -2.221301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224231 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -22212982.000000 Penalty: 6113.713379
	Iteration 38Q: 3 clusters Score -2.221298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224238 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -22212990.000000 Penalty: 6113.713379
	Iteration 39Q: 3 clusters Score -2.221299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224241 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -22212984.000000 Penalty: 6113.713379
	Iteration 40F: 3 clusters Score -2.221298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224242 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -22212986.000000 Penalty: 6113.713379
	Iteration 41Q: 3 clusters Score -2.221299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224244 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -22212996.000000 Penalty: 6113.713379
	Iteration 42Q: 3 clusters Score -2.2213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224247 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -22212994.000000 Penalty: 6113.713379
	Iteration 43Q: 3 clusters Score -2.221299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224248 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -22212998.000000 Penalty: 6113.713379
	Iteration 44Q: 3 clusters Score -2.2213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224249 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -22213004.000000 Penalty: 6113.713379
	Iteration 45Q: 3 clusters Score -2.2213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224249 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -22212996.000000 Penalty: 6113.713379
	Iteration 46Q: 3 clusters Score -2.2213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224249 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -22213008.000000 Penalty: 6113.713379
	Iteration 47Q: 3 clusters Score -2.221301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224250 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -22213012.000000 Penalty: 6113.713379
	Iteration 48Q: 3 clusters Score -2.221301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224251 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -22213016.000000 Penalty: 6113.713379
	Iteration 49Q: 3 clusters Score -2.221302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224253 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -22213016.000000 Penalty: 6113.713379
	Iteration 50Q: 3 clusters Score -2.221302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224255 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -22213012.000000 Penalty: 6113.713379
	Iteration 51Q: 3 clusters Score -2.221301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224256 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -22213020.000000 Penalty: 6113.713379
	Iteration 52Q: 3 clusters Score -2.221302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224257 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -22213018.000000 Penalty: 6113.713379
	Iteration 53Q: 3 clusters Score -2.221302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224257 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -22213020.000000 Penalty: 6113.713379
	Iteration 54Q: 3 clusters Score -2.221302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224259 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -22213018.000000 Penalty: 6113.713379
	Iteration 55Q: 3 clusters Score -2.221302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224260 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -22213028.000000 Penalty: 6113.713379
	Iteration 56Q: 3 clusters Score -2.221303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224262 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -22213036.000000 Penalty: 6113.713379
	Iteration 57Q: 3 clusters Score -2.221304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224264 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -22213052.000000 Penalty: 6113.713379
	Iteration 58Q: 3 clusters Score -2.221305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224266 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -22213042.000000 Penalty: 6113.713379
	Iteration 59Q: 3 clusters Score -2.221304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224264 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -22213044.000000 Penalty: 6113.713379
	Iteration 60F: 3 clusters Score -2.221304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101114 members 
Entering Unmasked Estep 
Score: -9974846.000000 Penalty: 2857.952881
	Iteration 0F: 2 clusters Score -9974846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -9906825.000000 Penalty: 5715.905762
	Iteration 0F: 3 clusters Score -9906825 nChanged 47987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -9934428.000000 Penalty: 5715.905762
	Iteration 1F: 3 clusters Score -9934428 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -9935277.000000 Penalty: 5715.905762
	Iteration 2Q: 3 clusters Score -9935277 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -9936445.000000 Penalty: 5715.905762
	Iteration 3Q: 3 clusters Score -9936445 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -9938054.000000 Penalty: 5715.905762
	Iteration 4Q: 3 clusters Score -9938054 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -9940268.000000 Penalty: 5715.905762
	Iteration 5F: 3 clusters Score -9940268 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -9943332.000000 Penalty: 5715.905762
	Iteration 6F: 3 clusters Score -9943332 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -9947218.000000 Penalty: 5715.905762
	Iteration 7F: 3 clusters Score -9947218 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69345 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -9951271.000000 Penalty: 5715.905762
	Iteration 8F: 3 clusters Score -9951271 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74421 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -9954776.000000 Penalty: 5715.905762
	Iteration 9F: 3 clusters Score -9954776 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -9957656.000000 Penalty: 5715.905762
	Iteration 10F: 3 clusters Score -9957656 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83532 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -9960348.000000 Penalty: 5715.905762
	Iteration 11Q: 3 clusters Score -9960348 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87597 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -9962847.000000 Penalty: 5715.905762
	Iteration 12Q: 3 clusters Score -9962847 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91209 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -9965310.000000 Penalty: 5715.905762
	Iteration 13Q: 3 clusters Score -9965310 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94182 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -9967426.000000 Penalty: 5715.905762
	Iteration 14Q: 3 clusters Score -9967426 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96520 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -9969171.000000 Penalty: 5715.905762
	Iteration 15Q: 3 clusters Score -9969171 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98164 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -9970369.000000 Penalty: 5715.905762
	Iteration 16Q: 3 clusters Score -9970369 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -9971220.000000 Penalty: 5715.905762
	Iteration 17Q: 3 clusters Score -9971220 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99811 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9971637.000000 Penalty: 5715.905762
	Iteration 18Q: 3 clusters Score -9971637 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100125 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -9971874.000000 Penalty: 5715.905762
	Iteration 19Q: 3 clusters Score -9971874 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100319 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9972032.000000 Penalty: 5715.905762
	Iteration 20F: 3 clusters Score -9972032 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100444 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9972126.000000 Penalty: 5715.905762
	Iteration 21Q: 3 clusters Score -9972126 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100520 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9972201.000000 Penalty: 5715.905762
	Iteration 22Q: 3 clusters Score -9972201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100566 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9972248.000000 Penalty: 5715.905762
	Iteration 23Q: 3 clusters Score -9972248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100590 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9972274.000000 Penalty: 5715.905762
	Iteration 24Q: 3 clusters Score -9972274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100609 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9972287.000000 Penalty: 5715.905762
	Iteration 25Q: 3 clusters Score -9972287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9972315.000000 Penalty: 5715.905762
	Iteration 26Q: 3 clusters Score -9972315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100638 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9972340.000000 Penalty: 5715.905762
	Iteration 27Q: 3 clusters Score -9972340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100646 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9972354.000000 Penalty: 5715.905762
	Iteration 28Q: 3 clusters Score -9972354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100652 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9972349.000000 Penalty: 5715.905762
	Iteration 29Q: 3 clusters Score -9972349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100655 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9972356.000000 Penalty: 5715.905762
	Iteration 30Q: 3 clusters Score -9972356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100655 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9972356.000000 Penalty: 5715.905762
	Iteration 31F: 3 clusters Score -9972356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Entering Unmasked Estep 
Score: -1178697.375000 Penalty: 2343.030273
	Iteration 0F: 2 clusters Score -1178697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1169351.250000 Penalty: 4686.060547
	Iteration 0F: 3 clusters Score -1169351 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1172203.125000 Penalty: 4686.060547
	Iteration 1F: 3 clusters Score -1172203 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1172551.875000 Penalty: 4686.060547
	Iteration 2F: 3 clusters Score -1172552 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1172815.625000 Penalty: 4686.060547
	Iteration 3Q: 3 clusters Score -1172816 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1173021.000000 Penalty: 4686.060547
	Iteration 4Q: 3 clusters Score -1173021 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1173198.000000 Penalty: 4686.060547
	Iteration 5Q: 3 clusters Score -1173198 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1173369.000000 Penalty: 4686.060547
	Iteration 6Q: 3 clusters Score -1173369 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1173555.625000 Penalty: 4686.060547
	Iteration 7Q: 3 clusters Score -1173556 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1173789.875000 Penalty: 4686.060547
	Iteration 8Q: 3 clusters Score -1173790 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1174073.375000 Penalty: 4686.060547
	Iteration 9Q: 3 clusters Score -1174073 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1174393.625000 Penalty: 4686.060547
	Iteration 10Q: 3 clusters Score -1174394 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1174729.875000 Penalty: 4686.060547
	Iteration 11Q: 3 clusters Score -1174730 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1175077.875000 Penalty: 4686.060547
	Iteration 12Q: 3 clusters Score -1175078 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1175428.625000 Penalty: 4686.060547
	Iteration 13Q: 3 clusters Score -1175429 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1175777.250000 Penalty: 4686.060547
	Iteration 14Q: 3 clusters Score -1175777 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1176093.625000 Penalty: 4686.060547
	Iteration 15Q: 3 clusters Score -1176094 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1176311.500000 Penalty: 4686.060547
	Iteration 16Q: 3 clusters Score -1176312 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1176416.875000 Penalty: 4686.060547
	Iteration 17Q: 3 clusters Score -1176417 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1176463.125000 Penalty: 4686.060547
	Iteration 18Q: 3 clusters Score -1176463 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1176488.000000 Penalty: 4686.060547
	Iteration 19Q: 3 clusters Score -1176488 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1176502.000000 Penalty: 4686.060547
	Iteration 20F: 3 clusters Score -1176502 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1176514.875000 Penalty: 4686.060547
	Iteration 21Q: 3 clusters Score -1176515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1176520.750000 Penalty: 4686.060547
	Iteration 22Q: 3 clusters Score -1176521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1176522.125000 Penalty: 4686.060547
	Iteration 23Q: 3 clusters Score -1176522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1176528.125000 Penalty: 4686.060547
	Iteration 24Q: 3 clusters Score -1176528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1176528.875000 Penalty: 4686.060547
	Iteration 25Q: 3 clusters Score -1176529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1176526.750000 Penalty: 4686.060547
	Iteration 26Q: 3 clusters Score -1176527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1176528.125000 Penalty: 4686.060547
	Iteration 27Q: 3 clusters Score -1176528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1176537.250000 Penalty: 4686.060547
	Iteration 28Q: 3 clusters Score -1176537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1176536.375000 Penalty: 4686.060547
	Iteration 29Q: 3 clusters Score -1176536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1176539.750000 Penalty: 4686.060547
	Iteration 30Q: 3 clusters Score -1176540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1176542.250000 Penalty: 4686.060547
	Iteration 31Q: 3 clusters Score -1176542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1176542.750000 Penalty: 4686.060547
	Iteration 32Q: 3 clusters Score -1176543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1176544.500000 Penalty: 4686.060547
	Iteration 33Q: 3 clusters Score -1176544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1176544.250000 Penalty: 4686.060547
	Iteration 34Q: 3 clusters Score -1176544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1176548.250000 Penalty: 4686.060547
	Iteration 35Q: 3 clusters Score -1176548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1176547.875000 Penalty: 4686.060547
	Iteration 36Q: 3 clusters Score -1176548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1176548.125000 Penalty: 4686.060547
	Iteration 37Q: 3 clusters Score -1176548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1176548.125000 Penalty: 4686.060547
	Iteration 38F: 3 clusters Score -1176548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (222971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222971 members 
Entering Unmasked Estep 
Score: -21927984.000000 Penalty: 3054.069824
	Iteration 0F: 2 clusters Score -2.192798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111389 members 
Mstep: Class 2 contains 111582 members 
Entering Unmasked Estep 
Score: -21779478.000000 Penalty: 6108.139648
	Iteration 0F: 3 clusters Score -2.177948e+07 nChanged 107585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110948 members 
Mstep: Class 2 contains 112023 members 
Entering Unmasked Estep 
Score: -21842674.000000 Penalty: 6108.139648
	Iteration 1F: 3 clusters Score -2.184267e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110977 members 
Mstep: Class 2 contains 111994 members 
Entering Unmasked Estep 
Score: -21843728.000000 Penalty: 6108.139648
	Iteration 2Q: 3 clusters Score -2.184373e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111166 members 
Mstep: Class 2 contains 111805 members 
Entering Unmasked Estep 
Score: -21845278.000000 Penalty: 6108.139648
	Iteration 3Q: 3 clusters Score -2.184528e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111641 members 
Mstep: Class 2 contains 111330 members 
Entering Unmasked Estep 
Score: -21847076.000000 Penalty: 6108.139648
	Iteration 4Q: 3 clusters Score -2.184708e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112297 members 
Mstep: Class 2 contains 110674 members 
Entering Unmasked Estep 
Score: -21849490.000000 Penalty: 6108.139648
	Iteration 5Q: 3 clusters Score -2.184949e+07 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113284 members 
Mstep: Class 2 contains 109687 members 
Entering Unmasked Estep 
Score: -21852868.000000 Penalty: 6108.139648
	Iteration 6Q: 3 clusters Score -2.185287e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114449 members 
Mstep: Class 2 contains 108522 members 
Entering Unmasked Estep 
Score: -21856522.000000 Penalty: 6108.139648
	Iteration 7Q: 3 clusters Score -2.185652e+07 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115792 members 
Mstep: Class 2 contains 107179 members 
Entering Unmasked Estep 
Score: -21861028.000000 Penalty: 6108.139648
	Iteration 8Q: 3 clusters Score -2.186103e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117064 members 
Mstep: Class 2 contains 105907 members 
Entering Unmasked Estep 
Score: -21865484.000000 Penalty: 6108.139648
	Iteration 9Q: 3 clusters Score -2.186548e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118098 members 
Mstep: Class 2 contains 104873 members 
Entering Unmasked Estep 
Score: -21869352.000000 Penalty: 6108.139648
	Iteration 10Q: 3 clusters Score -2.186935e+07 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118965 members 
Mstep: Class 2 contains 104006 members 
Entering Unmasked Estep 
Score: -21872700.000000 Penalty: 6108.139648
	Iteration 11Q: 3 clusters Score -2.18727e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119619 members 
Mstep: Class 2 contains 103352 members 
Entering Unmasked Estep 
Score: -21875506.000000 Penalty: 6108.139648
	Iteration 12Q: 3 clusters Score -2.187551e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120052 members 
Mstep: Class 2 contains 102919 members 
Entering Unmasked Estep 
Score: -21877188.000000 Penalty: 6108.139648
	Iteration 13Q: 3 clusters Score -2.187719e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120377 members 
Mstep: Class 2 contains 102594 members 
Entering Unmasked Estep 
Score: -21878350.000000 Penalty: 6108.139648
	Iteration 14Q: 3 clusters Score -2.187835e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120539 members 
Mstep: Class 2 contains 102432 members 
Entering Unmasked Estep 
Score: -21879258.000000 Penalty: 6108.139648
	Iteration 15Q: 3 clusters Score -2.187926e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120552 members 
Mstep: Class 2 contains 102419 members 
Entering Unmasked Estep 
Score: -21879782.000000 Penalty: 6108.139648
	Iteration 16Q: 3 clusters Score -2.187978e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120545 members 
Mstep: Class 2 contains 102426 members 
Entering Unmasked Estep 
Score: -21880144.000000 Penalty: 6108.139648
	Iteration 17Q: 3 clusters Score -2.188014e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120506 members 
Mstep: Class 2 contains 102465 members 
Entering Unmasked Estep 
Score: -21880420.000000 Penalty: 6108.139648
	Iteration 18Q: 3 clusters Score -2.188042e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120398 members 
Mstep: Class 2 contains 102573 members 
Entering Unmasked Estep 
Score: -21880558.000000 Penalty: 6108.139648
	Iteration 19Q: 3 clusters Score -2.188056e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120276 members 
Mstep: Class 2 contains 102695 members 
Entering Unmasked Estep 
Score: -21880656.000000 Penalty: 6108.139648
	Iteration 20F: 3 clusters Score -2.188066e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120122 members 
Mstep: Class 2 contains 102849 members 
Entering Unmasked Estep 
Score: -21880720.000000 Penalty: 6108.139648
	Iteration 21Q: 3 clusters Score -2.188072e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119929 members 
Mstep: Class 2 contains 103042 members 
Entering Unmasked Estep 
Score: -21880792.000000 Penalty: 6108.139648
	Iteration 22Q: 3 clusters Score -2.188079e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119688 members 
Mstep: Class 2 contains 103283 members 
Entering Unmasked Estep 
Score: -21880828.000000 Penalty: 6108.139648
	Iteration 23Q: 3 clusters Score -2.188083e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119445 members 
Mstep: Class 2 contains 103526 members 
Entering Unmasked Estep 
Score: -21880772.000000 Penalty: 6108.139648
	Iteration 24Q: 3 clusters Score -2.188077e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119175 members 
Mstep: Class 2 contains 103796 members 
Entering Unmasked Estep 
Score: -21880786.000000 Penalty: 6108.139648
	Iteration 25Q: 3 clusters Score -2.188079e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118843 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -21880800.000000 Penalty: 6108.139648
	Iteration 26Q: 3 clusters Score -2.18808e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118400 members 
Mstep: Class 2 contains 104571 members 
Entering Unmasked Estep 
Score: -21880858.000000 Penalty: 6108.139648
	Iteration 27Q: 3 clusters Score -2.188086e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117891 members 
Mstep: Class 2 contains 105080 members 
Entering Unmasked Estep 
Score: -21880900.000000 Penalty: 6108.139648
	Iteration 28Q: 3 clusters Score -2.18809e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117305 members 
Mstep: Class 2 contains 105666 members 
Entering Unmasked Estep 
Score: -21880932.000000 Penalty: 6108.139648
	Iteration 29Q: 3 clusters Score -2.188093e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116574 members 
Mstep: Class 2 contains 106397 members 
Entering Unmasked Estep 
Score: -21880936.000000 Penalty: 6108.139648
	Iteration 30Q: 3 clusters Score -2.188094e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115694 members 
Mstep: Class 2 contains 107277 members 
Entering Unmasked Estep 
Score: -21880968.000000 Penalty: 6108.139648
	Iteration 31Q: 3 clusters Score -2.188097e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114603 members 
Mstep: Class 2 contains 108368 members 
Entering Unmasked Estep 
Score: -21881100.000000 Penalty: 6108.139648
	Iteration 32Q: 3 clusters Score -2.18811e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113279 members 
Mstep: Class 2 contains 109692 members 
Entering Unmasked Estep 
Score: -21881108.000000 Penalty: 6108.139648
	Iteration 33Q: 3 clusters Score -2.188111e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111674 members 
Mstep: Class 2 contains 111297 members 
Entering Unmasked Estep 
Score: -21881290.000000 Penalty: 6108.139648
	Iteration 34Q: 3 clusters Score -2.188129e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109666 members 
Mstep: Class 2 contains 113305 members 
Entering Unmasked Estep 
Score: -21881438.000000 Penalty: 6108.139648
	Iteration 35Q: 3 clusters Score -2.188144e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107237 members 
Mstep: Class 2 contains 115734 members 
Entering Unmasked Estep 
Score: -21881810.000000 Penalty: 6108.139648
	Iteration 36Q: 3 clusters Score -2.188181e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104300 members 
Mstep: Class 2 contains 118671 members 
Entering Unmasked Estep 
Score: -21882238.000000 Penalty: 6108.139648
	Iteration 37Q: 3 clusters Score -2.188224e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100672 members 
Mstep: Class 2 contains 122299 members 
Entering Unmasked Estep 
Score: -21882972.000000 Penalty: 6108.139648
	Iteration 38Q: 3 clusters Score -2.188297e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96331 members 
Mstep: Class 2 contains 126640 members 
Entering Unmasked Estep 
Score: -21883832.000000 Penalty: 6108.139648
	Iteration 39Q: 3 clusters Score -2.188383e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91161 members 
Mstep: Class 2 contains 131810 members 
Entering Unmasked Estep 
Score: -21884962.000000 Penalty: 6108.139648
	Iteration 40F: 3 clusters Score -2.188496e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84985 members 
Mstep: Class 2 contains 137986 members 
Entering Unmasked Estep 
Score: -21886694.000000 Penalty: 6108.139648
	Iteration 41Q: 3 clusters Score -2.188669e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 145220 members 
Entering Unmasked Estep 
Score: -21888874.000000 Penalty: 6108.139648
	Iteration 42Q: 3 clusters Score -2.188887e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Mstep: Class 2 contains 153656 members 
Entering Unmasked Estep 
Score: -21891926.000000 Penalty: 6108.139648
	Iteration 43Q: 3 clusters Score -2.189193e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59850 members 
Mstep: Class 2 contains 163121 members 
Entering Unmasked Estep 
Score: -21895894.000000 Penalty: 6108.139648
	Iteration 44Q: 3 clusters Score -2.189589e+07 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 173203 members 
Entering Unmasked Estep 
Score: -21900532.000000 Penalty: 6108.139648
	Iteration 45Q: 3 clusters Score -2.190053e+07 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 183458 members 
Entering Unmasked Estep 
Score: -21905984.000000 Penalty: 6108.139648
	Iteration 46Q: 3 clusters Score -2.190598e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 193162 members 
Entering Unmasked Estep 
Score: -21911062.000000 Penalty: 6108.139648
	Iteration 47Q: 3 clusters Score -2.191106e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 201441 members 
Entering Unmasked Estep 
Score: -21915302.000000 Penalty: 6108.139648
	Iteration 48Q: 3 clusters Score -2.19153e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 207932 members 
Entering Unmasked Estep 
Score: -21918388.000000 Penalty: 6108.139648
	Iteration 49Q: 3 clusters Score -2.191839e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 212681 members 
Entering Unmasked Estep 
Score: -21920856.000000 Penalty: 6108.139648
	Iteration 50Q: 3 clusters Score -2.192086e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 215897 members 
Entering Unmasked Estep 
Score: -21922472.000000 Penalty: 6108.139648
	Iteration 51Q: 3 clusters Score -2.192247e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 218012 members 
Entering Unmasked Estep 
Score: -21923370.000000 Penalty: 6108.139648
	Iteration 52Q: 3 clusters Score -2.192337e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 219359 members 
Entering Unmasked Estep 
Score: -21924098.000000 Penalty: 6108.139648
	Iteration 53Q: 3 clusters Score -2.19241e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 220199 members 
Entering Unmasked Estep 
Score: -21924512.000000 Penalty: 6108.139648
	Iteration 54Q: 3 clusters Score -2.192451e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 220725 members 
Entering Unmasked Estep 
Score: -21924754.000000 Penalty: 6108.139648
	Iteration 55Q: 3 clusters Score -2.192475e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 221069 members 
Entering Unmasked Estep 
Score: -21924988.000000 Penalty: 6108.139648
	Iteration 56Q: 3 clusters Score -2.192499e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 221324 members 
Entering Unmasked Estep 
Score: -21925144.000000 Penalty: 6108.139648
	Iteration 57Q: 3 clusters Score -2.192514e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 221480 members 
Entering Unmasked Estep 
Score: -21925196.000000 Penalty: 6108.139648
	Iteration 58Q: 3 clusters Score -2.19252e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 221589 members 
Entering Unmasked Estep 
Score: -21925262.000000 Penalty: 6108.139648
	Iteration 59Q: 3 clusters Score -2.192526e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 221679 members 
Entering Unmasked Estep 
Score: -21925302.000000 Penalty: 6108.139648
	Iteration 60F: 3 clusters Score -2.19253e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 221751 members 
Entering Unmasked Estep 
Score: -21925296.000000 Penalty: 6108.139648
	Iteration 61Q: 3 clusters Score -2.19253e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 221798 members 
Entering Unmasked Estep 
Score: -21925348.000000 Penalty: 6108.139648
	Iteration 62Q: 3 clusters Score -2.192535e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 221845 members 
Entering Unmasked Estep 
Score: -21925374.000000 Penalty: 6108.139648
	Iteration 63Q: 3 clusters Score -2.192537e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 221877 members 
Entering Unmasked Estep 
Score: -21925378.000000 Penalty: 6108.139648
	Iteration 64Q: 3 clusters Score -2.192538e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 221901 members 
Entering Unmasked Estep 
Score: -21925406.000000 Penalty: 6108.139648
	Iteration 65Q: 3 clusters Score -2.192541e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 221927 members 
Entering Unmasked Estep 
Score: -21925428.000000 Penalty: 6108.139648
	Iteration 66Q: 3 clusters Score -2.192543e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 221959 members 
Entering Unmasked Estep 
Score: -21925436.000000 Penalty: 6108.139648
	Iteration 67Q: 3 clusters Score -2.192544e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 221976 members 
Entering Unmasked Estep 
Score: -21925446.000000 Penalty: 6108.139648
	Iteration 68Q: 3 clusters Score -2.192545e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 221995 members 
Entering Unmasked Estep 
Score: -21925480.000000 Penalty: 6108.139648
	Iteration 69Q: 3 clusters Score -2.192548e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 222017 members 
Entering Unmasked Estep 
Score: -21925492.000000 Penalty: 6108.139648
	Iteration 70Q: 3 clusters Score -2.192549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 222032 members 
Entering Unmasked Estep 
Score: -21925484.000000 Penalty: 6108.139648
	Iteration 71Q: 3 clusters Score -2.192548e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 222048 members 
Entering Unmasked Estep 
Score: -21925498.000000 Penalty: 6108.139648
	Iteration 72Q: 3 clusters Score -2.19255e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 222062 members 
Entering Unmasked Estep 
Score: -21925514.000000 Penalty: 6108.139648
	Iteration 73Q: 3 clusters Score -2.192551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 222073 members 
Entering Unmasked Estep 
Score: -21925508.000000 Penalty: 6108.139648
	Iteration 74Q: 3 clusters Score -2.192551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 222081 members 
Entering Unmasked Estep 
Score: -21925506.000000 Penalty: 6108.139648
	Iteration 75Q: 3 clusters Score -2.192551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 222081 members 
Entering Unmasked Estep 
Score: -21925508.000000 Penalty: 6108.139648
	Iteration 76Q: 3 clusters Score -2.192551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 222081 members 
Entering Unmasked Estep 
Score: -21925522.000000 Penalty: 6108.139648
	Iteration 77Q: 3 clusters Score -2.192552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 222085 members 
Entering Unmasked Estep 
Score: -21925524.000000 Penalty: 6108.139648
	Iteration 78Q: 3 clusters Score -2.192552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 222089 members 
Entering Unmasked Estep 
Score: -21925514.000000 Penalty: 6108.139648
	Iteration 79Q: 3 clusters Score -2.192551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 222091 members 
Entering Unmasked Estep 
Score: -21925522.000000 Penalty: 6108.139648
	Iteration 80F: 3 clusters Score -2.192552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 222092 members 
Entering Unmasked Estep 
Score: -21925532.000000 Penalty: 6108.139648
	Iteration 81Q: 3 clusters Score -2.192553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 222091 members 
Entering Unmasked Estep 
Score: -21925534.000000 Penalty: 6108.139648
	Iteration 82Q: 3 clusters Score -2.192553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 222092 members 
Entering Unmasked Estep 
Score: -21925524.000000 Penalty: 6108.139648
	Iteration 83Q: 3 clusters Score -2.192552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 222093 members 
Entering Unmasked Estep 
Score: -21925532.000000 Penalty: 6108.139648
	Iteration 84Q: 3 clusters Score -2.192553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 222092 members 
Entering Unmasked Estep 
Score: -21925516.000000 Penalty: 6108.139648
	Iteration 85Q: 3 clusters Score -2.192552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 222093 members 
Entering Unmasked Estep 
Score: -21925508.000000 Penalty: 6108.139648
	Iteration 86Q: 3 clusters Score -2.192551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 222093 members 
Entering Unmasked Estep 
Score: -21925518.000000 Penalty: 6108.139648
	Iteration 87Q: 3 clusters Score -2.192552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 222095 members 
Entering Unmasked Estep 
Score: -21925518.000000 Penalty: 6108.139648
	Iteration 88Q: 3 clusters Score -2.192552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 222097 members 
Entering Unmasked Estep 
Score: -21925510.000000 Penalty: 6108.139648
	Iteration 89Q: 3 clusters Score -2.192551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 222098 members 
Entering Unmasked Estep 
Score: -21925522.000000 Penalty: 6108.139648
	Iteration 90Q: 3 clusters Score -2.192552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 222098 members 
Entering Unmasked Estep 
Score: -21925522.000000 Penalty: 6108.139648
	Iteration 91F: 3 clusters Score -2.192552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Entering Unmasked Estep 
Score: -3717266.750000 Penalty: 2614.931396
	Iteration 0F: 2 clusters Score -3717267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -3691559.500000 Penalty: 5229.862793
	Iteration 0F: 3 clusters Score -3691560 nChanged 17310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -3701039.250000 Penalty: 5229.862793
	Iteration 1F: 3 clusters Score -3701039 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -3701489.250000 Penalty: 5229.862793
	Iteration 2Q: 3 clusters Score -3701489 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3701884.250000 Penalty: 5229.862793
	Iteration 3Q: 3 clusters Score -3701884 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3702263.250000 Penalty: 5229.862793
	Iteration 4Q: 3 clusters Score -3702263 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3702669.500000 Penalty: 5229.862793
	Iteration 5Q: 3 clusters Score -3702670 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -3703165.500000 Penalty: 5229.862793
	Iteration 6Q: 3 clusters Score -3703166 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -3703831.500000 Penalty: 5229.862793
	Iteration 7Q: 3 clusters Score -3703832 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3704699.000000 Penalty: 5229.862793
	Iteration 8Q: 3 clusters Score -3704699 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3705830.250000 Penalty: 5229.862793
	Iteration 9F: 3 clusters Score -3705830 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -3707364.750000 Penalty: 5229.862793
	Iteration 10F: 3 clusters Score -3707365 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -3709092.500000 Penalty: 5229.862793
	Iteration 11F: 3 clusters Score -3709092 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -3710676.000000 Penalty: 5229.862793
	Iteration 12Q: 3 clusters Score -3710676 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -3711863.500000 Penalty: 5229.862793
	Iteration 13Q: 3 clusters Score -3711864 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -3712667.750000 Penalty: 5229.862793
	Iteration 14Q: 3 clusters Score -3712668 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -3713152.500000 Penalty: 5229.862793
	Iteration 15Q: 3 clusters Score -3713152 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -3713505.500000 Penalty: 5229.862793
	Iteration 16Q: 3 clusters Score -3713506 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -3713729.750000 Penalty: 5229.862793
	Iteration 17Q: 3 clusters Score -3713730 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -3713896.250000 Penalty: 5229.862793
	Iteration 18Q: 3 clusters Score -3713896 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -3714037.750000 Penalty: 5229.862793
	Iteration 19Q: 3 clusters Score -3714038 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -3714140.750000 Penalty: 5229.862793
	Iteration 20F: 3 clusters Score -3714141 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -3714239.250000 Penalty: 5229.862793
	Iteration 21Q: 3 clusters Score -3714239 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -3714336.250000 Penalty: 5229.862793
	Iteration 22Q: 3 clusters Score -3714336 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -3714415.250000 Penalty: 5229.862793
	Iteration 23Q: 3 clusters Score -3714415 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -3714506.750000 Penalty: 5229.862793
	Iteration 24Q: 3 clusters Score -3714507 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -3714574.000000 Penalty: 5229.862793
	Iteration 25Q: 3 clusters Score -3714574 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -3714637.500000 Penalty: 5229.862793
	Iteration 26Q: 3 clusters Score -3714638 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -3714685.000000 Penalty: 5229.862793
	Iteration 27Q: 3 clusters Score -3714685 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -3714740.250000 Penalty: 5229.862793
	Iteration 28Q: 3 clusters Score -3714740 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -3714779.750000 Penalty: 5229.862793
	Iteration 29Q: 3 clusters Score -3714780 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -3714808.000000 Penalty: 5229.862793
	Iteration 30Q: 3 clusters Score -3714808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -3714826.250000 Penalty: 5229.862793
	Iteration 31Q: 3 clusters Score -3714826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -3714851.500000 Penalty: 5229.862793
	Iteration 32Q: 3 clusters Score -3714852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -3714864.500000 Penalty: 5229.862793
	Iteration 33Q: 3 clusters Score -3714864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -3714882.500000 Penalty: 5229.862793
	Iteration 34Q: 3 clusters Score -3714882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -3714893.500000 Penalty: 5229.862793
	Iteration 35Q: 3 clusters Score -3714894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -3714895.000000 Penalty: 5229.862793
	Iteration 36Q: 3 clusters Score -3714895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -3714902.750000 Penalty: 5229.862793
	Iteration 37Q: 3 clusters Score -3714903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -3714908.250000 Penalty: 5229.862793
	Iteration 38Q: 3 clusters Score -3714908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -3714920.500000 Penalty: 5229.862793
	Iteration 39Q: 3 clusters Score -3714920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -3714929.250000 Penalty: 5229.862793
	Iteration 40F: 3 clusters Score -3714929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -3714934.250000 Penalty: 5229.862793
	Iteration 41Q: 3 clusters Score -3714934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -3714938.000000 Penalty: 5229.862793
	Iteration 42Q: 3 clusters Score -3714938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -3714945.000000 Penalty: 5229.862793
	Iteration 43Q: 3 clusters Score -3714945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -3714948.000000 Penalty: 5229.862793
	Iteration 44Q: 3 clusters Score -3714948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -3714950.000000 Penalty: 5229.862793
	Iteration 45Q: 3 clusters Score -3714950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -3714960.250000 Penalty: 5229.862793
	Iteration 46Q: 3 clusters Score -3714960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -3714966.000000 Penalty: 5229.862793
	Iteration 47Q: 3 clusters Score -3714966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -3714967.250000 Penalty: 5229.862793
	Iteration 48Q: 3 clusters Score -3714967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -3714980.250000 Penalty: 5229.862793
	Iteration 49Q: 3 clusters Score -3714980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -3714988.500000 Penalty: 5229.862793
	Iteration 50Q: 3 clusters Score -3714988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -3715000.500000 Penalty: 5229.862793
	Iteration 51Q: 3 clusters Score -3715000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -3715004.500000 Penalty: 5229.862793
	Iteration 52Q: 3 clusters Score -3715004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -3715013.250000 Penalty: 5229.862793
	Iteration 53Q: 3 clusters Score -3715013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -3715007.750000 Penalty: 5229.862793
	Iteration 54Q: 3 clusters Score -3715008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -3715012.000000 Penalty: 5229.862793
	Iteration 55Q: 3 clusters Score -3715012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -3715019.750000 Penalty: 5229.862793
	Iteration 56Q: 3 clusters Score -3715020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -3715022.750000 Penalty: 5229.862793
	Iteration 57Q: 3 clusters Score -3715023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -3715027.250000 Penalty: 5229.862793
	Iteration 58Q: 3 clusters Score -3715027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -3715029.500000 Penalty: 5229.862793
	Iteration 59Q: 3 clusters Score -3715030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -3715032.000000 Penalty: 5229.862793
	Iteration 60F: 3 clusters Score -3715032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -3715034.000000 Penalty: 5229.862793
	Iteration 61Q: 3 clusters Score -3715034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -3715033.500000 Penalty: 5229.862793
	Iteration 62Q: 3 clusters Score -3715034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -3715036.000000 Penalty: 5229.862793
	Iteration 63Q: 3 clusters Score -3715036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -3715036.500000 Penalty: 5229.862793
	Iteration 64Q: 3 clusters Score -3715036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -3715040.250000 Penalty: 5229.862793
	Iteration 65Q: 3 clusters Score -3715040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -3715040.250000 Penalty: 5229.862793
	Iteration 66F: 3 clusters Score -3715040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Entering Unmasked Estep 
Score: -1469138.625000 Penalty: 2391.921875
	Iteration 0F: 2 clusters Score -1469139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1457900.625000 Penalty: 4783.843750
	Iteration 0F: 3 clusters Score -1457901 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1461556.125000 Penalty: 4783.843750
	Iteration 1F: 3 clusters Score -1461556 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1461959.375000 Penalty: 4783.843750
	Iteration 2F: 3 clusters Score -1461959 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1462358.375000 Penalty: 4783.843750
	Iteration 3F: 3 clusters Score -1462358 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1462721.125000 Penalty: 4783.843750
	Iteration 4F: 3 clusters Score -1462721 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1463182.875000 Penalty: 4783.843750
	Iteration 5F: 3 clusters Score -1463183 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1463812.750000 Penalty: 4783.843750
	Iteration 6F: 3 clusters Score -1463813 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1464499.375000 Penalty: 4783.843750
	Iteration 7F: 3 clusters Score -1464499 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1465232.875000 Penalty: 4783.843750
	Iteration 8F: 3 clusters Score -1465233 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1465888.500000 Penalty: 4783.843750
	Iteration 9Q: 3 clusters Score -1465888 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1466413.250000 Penalty: 4783.843750
	Iteration 10Q: 3 clusters Score -1466413 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1466795.875000 Penalty: 4783.843750
	Iteration 11Q: 3 clusters Score -1466796 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1467059.375000 Penalty: 4783.843750
	Iteration 12Q: 3 clusters Score -1467059 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1467265.000000 Penalty: 4783.843750
	Iteration 13Q: 3 clusters Score -1467265 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1467450.875000 Penalty: 4783.843750
	Iteration 14Q: 3 clusters Score -1467451 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1467614.000000 Penalty: 4783.843750
	Iteration 15Q: 3 clusters Score -1467614 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1467775.250000 Penalty: 4783.843750
	Iteration 16Q: 3 clusters Score -1467775 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1467924.500000 Penalty: 4783.843750
	Iteration 17Q: 3 clusters Score -1467924 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1468025.750000 Penalty: 4783.843750
	Iteration 18Q: 3 clusters Score -1468026 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1468104.375000 Penalty: 4783.843750
	Iteration 19Q: 3 clusters Score -1468104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1468148.375000 Penalty: 4783.843750
	Iteration 20F: 3 clusters Score -1468148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1468188.750000 Penalty: 4783.843750
	Iteration 21Q: 3 clusters Score -1468189 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1468213.000000 Penalty: 4783.843750
	Iteration 22Q: 3 clusters Score -1468213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1468226.250000 Penalty: 4783.843750
	Iteration 23Q: 3 clusters Score -1468226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1468235.875000 Penalty: 4783.843750
	Iteration 24Q: 3 clusters Score -1468236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1468245.875000 Penalty: 4783.843750
	Iteration 25Q: 3 clusters Score -1468246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1468251.000000 Penalty: 4783.843750
	Iteration 26Q: 3 clusters Score -1468251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1468251.250000 Penalty: 4783.843750
	Iteration 27Q: 3 clusters Score -1468251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1468252.625000 Penalty: 4783.843750
	Iteration 28Q: 3 clusters Score -1468253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1468250.375000 Penalty: 4783.843750
	Iteration 29Q: 3 clusters Score -1468250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1468250.250000 Penalty: 4783.843750
	Iteration 30Q: 3 clusters Score -1468250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1468253.625000 Penalty: 4783.843750
	Iteration 31Q: 3 clusters Score -1468254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1468253.625000 Penalty: 4783.843750
	Iteration 32F: 3 clusters Score -1468254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Entering Unmasked Estep 
Score: -473918.843750 Penalty: 2134.770996
	Iteration 0F: 2 clusters Score -473918.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -469133.750000 Penalty: 4269.541992
	Iteration 0F: 3 clusters Score -469133.8 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -470526.187500 Penalty: 4269.541992
	Iteration 1F: 3 clusters Score -470526.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -470895.468750 Penalty: 4269.541992
	Iteration 2F: 3 clusters Score -470895.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -471199.156250 Penalty: 4269.541992
	Iteration 3F: 3 clusters Score -471199.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -471451.937500 Penalty: 4269.541992
	Iteration 4F: 3 clusters Score -471451.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -471635.343750 Penalty: 4269.541992
	Iteration 5Q: 3 clusters Score -471635.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -471770.625000 Penalty: 4269.541992
	Iteration 6Q: 3 clusters Score -471770.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -471926.156250 Penalty: 4269.541992
	Iteration 7Q: 3 clusters Score -471926.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -472028.031250 Penalty: 4269.541992
	Iteration 8Q: 3 clusters Score -472028 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -472102.125000 Penalty: 4269.541992
	Iteration 9Q: 3 clusters Score -472102.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -472178.875000 Penalty: 4269.541992
	Iteration 10Q: 3 clusters Score -472178.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -472268.375000 Penalty: 4269.541992
	Iteration 11Q: 3 clusters Score -472268.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -472383.187500 Penalty: 4269.541992
	Iteration 12Q: 3 clusters Score -472383.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -472491.312500 Penalty: 4269.541992
	Iteration 13Q: 3 clusters Score -472491.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -472573.312500 Penalty: 4269.541992
	Iteration 14Q: 3 clusters Score -472573.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -472671.031250 Penalty: 4269.541992
	Iteration 15Q: 3 clusters Score -472671 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -472770.156250 Penalty: 4269.541992
	Iteration 16Q: 3 clusters Score -472770.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -472844.531250 Penalty: 4269.541992
	Iteration 17Q: 3 clusters Score -472844.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -472911.156250 Penalty: 4269.541992
	Iteration 18Q: 3 clusters Score -472911.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -472980.781250 Penalty: 4269.541992
	Iteration 19Q: 3 clusters Score -472980.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -473028.125000 Penalty: 4269.541992
	Iteration 20F: 3 clusters Score -473028.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -473059.031250 Penalty: 4269.541992
	Iteration 21Q: 3 clusters Score -473059 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -473083.312500 Penalty: 4269.541992
	Iteration 22Q: 3 clusters Score -473083.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -473105.656250 Penalty: 4269.541992
	Iteration 23Q: 3 clusters Score -473105.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -473124.562500 Penalty: 4269.541992
	Iteration 24Q: 3 clusters Score -473124.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -473140.187500 Penalty: 4269.541992
	Iteration 25Q: 3 clusters Score -473140.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -473152.812500 Penalty: 4269.541992
	Iteration 26Q: 3 clusters Score -473152.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -473162.687500 Penalty: 4269.541992
	Iteration 27Q: 3 clusters Score -473162.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -473173.218750 Penalty: 4269.541992
	Iteration 28Q: 3 clusters Score -473173.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -473176.187500 Penalty: 4269.541992
	Iteration 29Q: 3 clusters Score -473176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -473178.500000 Penalty: 4269.541992
	Iteration 30Q: 3 clusters Score -473178.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -473180.125000 Penalty: 4269.541992
	Iteration 31Q: 3 clusters Score -473180.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -473181.187500 Penalty: 4269.541992
	Iteration 32Q: 3 clusters Score -473181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -473181.593750 Penalty: 4269.541992
	Iteration 33Q: 3 clusters Score -473181.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -473182.406250 Penalty: 4269.541992
	Iteration 34Q: 3 clusters Score -473182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -473182.156250 Penalty: 4269.541992
	Iteration 35Q: 3 clusters Score -473182.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -473183.656250 Penalty: 4269.541992
	Iteration 36Q: 3 clusters Score -473183.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -473185.875000 Penalty: 4269.541992
	Iteration 37Q: 3 clusters Score -473185.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -473188.312500 Penalty: 4269.541992
	Iteration 38Q: 3 clusters Score -473188.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -473195.562500 Penalty: 4269.541992
	Iteration 39Q: 3 clusters Score -473195.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -473200.062500 Penalty: 4269.541992
	Iteration 40F: 3 clusters Score -473200.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -473210.812500 Penalty: 4269.541992
	Iteration 41Q: 3 clusters Score -473210.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -473218.812500 Penalty: 4269.541992
	Iteration 42Q: 3 clusters Score -473218.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -473224.375000 Penalty: 4269.541992
	Iteration 43Q: 3 clusters Score -473224.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -473227.343750 Penalty: 4269.541992
	Iteration 44Q: 3 clusters Score -473227.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -473232.000000 Penalty: 4269.541992
	Iteration 45Q: 3 clusters Score -473232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -473236.000000 Penalty: 4269.541992
	Iteration 46Q: 3 clusters Score -473236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -473240.343750 Penalty: 4269.541992
	Iteration 47Q: 3 clusters Score -473240.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -473243.937500 Penalty: 4269.541992
	Iteration 48Q: 3 clusters Score -473243.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -473248.562500 Penalty: 4269.541992
	Iteration 49Q: 3 clusters Score -473248.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -473252.625000 Penalty: 4269.541992
	Iteration 50Q: 3 clusters Score -473252.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -473256.156250 Penalty: 4269.541992
	Iteration 51Q: 3 clusters Score -473256.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -473257.906250 Penalty: 4269.541992
	Iteration 52Q: 3 clusters Score -473257.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -473259.562500 Penalty: 4269.541992
	Iteration 53Q: 3 clusters Score -473259.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -473261.343750 Penalty: 4269.541992
	Iteration 54Q: 3 clusters Score -473261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -473262.031250 Penalty: 4269.541992
	Iteration 55Q: 3 clusters Score -473262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -473262.468750 Penalty: 4269.541992
	Iteration 56Q: 3 clusters Score -473262.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -473263.500000 Penalty: 4269.541992
	Iteration 57Q: 3 clusters Score -473263.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -473263.812500 Penalty: 4269.541992
	Iteration 58Q: 3 clusters Score -473263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -473263.968750 Penalty: 4269.541992
	Iteration 59Q: 3 clusters Score -473264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -473263.156250 Penalty: 4269.541992
	Iteration 60F: 3 clusters Score -473263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -473263.937500 Penalty: 4269.541992
	Iteration 61Q: 3 clusters Score -473263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -473263.937500 Penalty: 4269.541992
	Iteration 62F: 3 clusters Score -473263.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Entering Unmasked Estep 
Score: -2098405.000000 Penalty: 2495.763672
	Iteration 0F: 2 clusters Score -2098405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2082074.250000 Penalty: 4991.527344
	Iteration 0F: 3 clusters Score -2082074 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2087921.875000 Penalty: 4991.527344
	Iteration 1F: 3 clusters Score -2087922 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2088617.500000 Penalty: 4991.527344
	Iteration 2F: 3 clusters Score -2088618 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2089284 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2090006.500000 Penalty: 4991.527344
	Iteration 4F: 3 clusters Score -2090006 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2090648 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2091226.375000 Penalty: 4991.527344
	Iteration 6F: 3 clusters Score -2091226 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2091688.625000 Penalty: 4991.527344
	Iteration 7Q: 3 clusters Score -2091689 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2092088.875000 Penalty: 4991.527344
	Iteration 8Q: 3 clusters Score -2092089 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2092415.000000 Penalty: 4991.527344
	Iteration 9Q: 3 clusters Score -2092415 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2092712.875000 Penalty: 4991.527344
	Iteration 10Q: 3 clusters Score -2092713 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2092987.500000 Penalty: 4991.527344
	Iteration 11Q: 3 clusters Score -2092988 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2093248.125000 Penalty: 4991.527344
	Iteration 12Q: 3 clusters Score -2093248 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2093477.750000 Penalty: 4991.527344
	Iteration 13Q: 3 clusters Score -2093478 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2093687.875000 Penalty: 4991.527344
	Iteration 14Q: 3 clusters Score -2093688 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2093857.750000 Penalty: 4991.527344
	Iteration 15Q: 3 clusters Score -2093858 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2094000.625000 Penalty: 4991.527344
	Iteration 16Q: 3 clusters Score -2094001 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2094141.125000 Penalty: 4991.527344
	Iteration 17Q: 3 clusters Score -2094141 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2094260.875000 Penalty: 4991.527344
	Iteration 18Q: 3 clusters Score -2094261 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2094375.625000 Penalty: 4991.527344
	Iteration 19Q: 3 clusters Score -2094376 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2094499.000000 Penalty: 4991.527344
	Iteration 20F: 3 clusters Score -2094499 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2094608.500000 Penalty: 4991.527344
	Iteration 21Q: 3 clusters Score -2094608 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2094737.750000 Penalty: 4991.527344
	Iteration 22Q: 3 clusters Score -2094738 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2094888.500000 Penalty: 4991.527344
	Iteration 23Q: 3 clusters Score -2094888 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2095036.375000 Penalty: 4991.527344
	Iteration 24Q: 3 clusters Score -2095036 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2095190.875000 Penalty: 4991.527344
	Iteration 25Q: 3 clusters Score -2095191 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2095363.500000 Penalty: 4991.527344
	Iteration 26Q: 3 clusters Score -2095364 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2095523.125000 Penalty: 4991.527344
	Iteration 27Q: 3 clusters Score -2095523 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2095655.000000 Penalty: 4991.527344
	Iteration 28Q: 3 clusters Score -2095655 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2095773.000000 Penalty: 4991.527344
	Iteration 29Q: 3 clusters Score -2095773 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2095861.750000 Penalty: 4991.527344
	Iteration 30Q: 3 clusters Score -2095862 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2095930.750000 Penalty: 4991.527344
	Iteration 31Q: 3 clusters Score -2095931 nChanged 166
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2095983.000000 Penalty: 4991.527344
	Iteration 32Q: 3 clusters Score -2095983 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2096026.500000 Penalty: 4991.527344
	Iteration 33Q: 3 clusters Score -2096026 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2096066.000000 Penalty: 4991.527344
	Iteration 34Q: 3 clusters Score -2096066 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2096094.500000 Penalty: 4991.527344
	Iteration 35Q: 3 clusters Score -2096094 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2096126.125000 Penalty: 4991.527344
	Iteration 36Q: 3 clusters Score -2096126 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2096150.125000 Penalty: 4991.527344
	Iteration 37Q: 3 clusters Score -2096150 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2096180.375000 Penalty: 4991.527344
	Iteration 38Q: 3 clusters Score -2096180 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2096214.000000 Penalty: 4991.527344
	Iteration 39Q: 3 clusters Score -2096214 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2096252.625000 Penalty: 4991.527344
	Iteration 40F: 3 clusters Score -2096253 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2096279.750000 Penalty: 4991.527344
	Iteration 41Q: 3 clusters Score -2096280 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2096308.000000 Penalty: 4991.527344
	Iteration 42Q: 3 clusters Score -2096308 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2096329.875000 Penalty: 4991.527344
	Iteration 43Q: 3 clusters Score -2096330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2096353.500000 Penalty: 4991.527344
	Iteration 44Q: 3 clusters Score -2096354 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2096378.000000 Penalty: 4991.527344
	Iteration 45Q: 3 clusters Score -2096378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2096397.625000 Penalty: 4991.527344
	Iteration 46Q: 3 clusters Score -2096398 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2096426.375000 Penalty: 4991.527344
	Iteration 47Q: 3 clusters Score -2096426 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2096451.625000 Penalty: 4991.527344
	Iteration 48Q: 3 clusters Score -2096452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2096471.375000 Penalty: 4991.527344
	Iteration 49Q: 3 clusters Score -2096471 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2096494.000000 Penalty: 4991.527344
	Iteration 50Q: 3 clusters Score -2096494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2096516.125000 Penalty: 4991.527344
	Iteration 51Q: 3 clusters Score -2096516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2096532.000000 Penalty: 4991.527344
	Iteration 52Q: 3 clusters Score -2096532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2096544.875000 Penalty: 4991.527344
	Iteration 53Q: 3 clusters Score -2096545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
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Entering Unmasked Estep 
Score: -2096559.125000 Penalty: 4991.527344
	Iteration 54Q: 3 clusters Score -2096559 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2096565.375000 Penalty: 4991.527344
	Iteration 55Q: 3 clusters Score -2096565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2096568.250000 Penalty: 4991.527344
	Iteration 56Q: 3 clusters Score -2096568 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2096583.500000 Penalty: 4991.527344
	Iteration 57Q: 3 clusters Score -2096584 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2096591.125000 Penalty: 4991.527344
	Iteration 58Q: 3 clusters Score -2096591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2096598.625000 Penalty: 4991.527344
	Iteration 59Q: 3 clusters Score -2096599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2096606.875000 Penalty: 4991.527344
	Iteration 60F: 3 clusters Score -2096607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2096611.500000 Penalty: 4991.527344
	Iteration 61Q: 3 clusters Score -2096612 nChanged 19
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Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2096617.000000 Penalty: 4991.527344
	Iteration 62Q: 3 clusters Score -2096617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2096626.250000 Penalty: 4991.527344
	Iteration 63Q: 3 clusters Score -2096626 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2096629.750000 Penalty: 4991.527344
	Iteration 64Q: 3 clusters Score -2096630 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2096630 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2096633.375000 Penalty: 4991.527344
	Iteration 66Q: 3 clusters Score -2096633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2096636.875000 Penalty: 4991.527344
	Iteration 67Q: 3 clusters Score -2096637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2096641.125000 Penalty: 4991.527344
	Iteration 68Q: 3 clusters Score -2096641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2096642.250000 Penalty: 4991.527344
	Iteration 69Q: 3 clusters Score -2096642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2096650.250000 Penalty: 4991.527344
	Iteration 70Q: 3 clusters Score -2096650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2096651.375000 Penalty: 4991.527344
	Iteration 71Q: 3 clusters Score -2096651 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2096655.625000 Penalty: 4991.527344
	Iteration 72Q: 3 clusters Score -2096656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2096663.250000 Penalty: 4991.527344
	Iteration 73Q: 3 clusters Score -2096663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2096676.375000 Penalty: 4991.527344
	Iteration 74Q: 3 clusters Score -2096676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2096684.625000 Penalty: 4991.527344
	Iteration 75Q: 3 clusters Score -2096685 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2096690.750000 Penalty: 4991.527344
	Iteration 76Q: 3 clusters Score -2096691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2096692.875000 Penalty: 4991.527344
	Iteration 77Q: 3 clusters Score -2096693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2096692.375000 Penalty: 4991.527344
	Iteration 78Q: 3 clusters Score -2096692 nChanged 10
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Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2096700.000000 Penalty: 4991.527344
	Iteration 79Q: 3 clusters Score -2096700 nChanged 9
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Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2096702.875000 Penalty: 4991.527344
	Iteration 80F: 3 clusters Score -2096703 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2096706.875000 Penalty: 4991.527344
	Iteration 81Q: 3 clusters Score -2096707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2096712.000000 Penalty: 4991.527344
	Iteration 82Q: 3 clusters Score -2096712 nChanged 12
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Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2096714.250000 Penalty: 4991.527344
	Iteration 83Q: 3 clusters Score -2096714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2096716.500000 Penalty: 4991.527344
	Iteration 84Q: 3 clusters Score -2096716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2096718.000000 Penalty: 4991.527344
	Iteration 85Q: 3 clusters Score -2096718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2096719 nChanged 4
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Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2096722.375000 Penalty: 4991.527344
	Iteration 87Q: 3 clusters Score -2096722 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2096725.125000 Penalty: 4991.527344
	Iteration 88Q: 3 clusters Score -2096725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2096727.625000 Penalty: 4991.527344
	Iteration 89Q: 3 clusters Score -2096728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2096730.375000 Penalty: 4991.527344
	Iteration 90Q: 3 clusters Score -2096730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2096729.875000 Penalty: 4991.527344
	Iteration 91Q: 3 clusters Score -2096730 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2096731.500000 Penalty: 4991.527344
	Iteration 92Q: 3 clusters Score -2096732 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2096731 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2096730 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2096733.500000 Penalty: 4991.527344
	Iteration 95Q: 3 clusters Score -2096734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2096734.125000 Penalty: 4991.527344
	Iteration 96Q: 3 clusters Score -2096734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2096734.375000 Penalty: 4991.527344
	Iteration 97Q: 3 clusters Score -2096734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2096733.625000 Penalty: 4991.527344
	Iteration 98Q: 3 clusters Score -2096734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2096738.125000 Penalty: 4991.527344
	Iteration 99Q: 3 clusters Score -2096738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2096741.750000 Penalty: 4991.527344
	Iteration 100F: 3 clusters Score -2096742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2096741.750000 Penalty: 4991.527344
	Iteration 101Q: 3 clusters Score -2096742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2096748.500000 Penalty: 4991.527344
	Iteration 102Q: 3 clusters Score -2096748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2096746.250000 Penalty: 4991.527344
	Iteration 103Q: 3 clusters Score -2096746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2096747.875000 Penalty: 4991.527344
	Iteration 104Q: 3 clusters Score -2096748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2096750.750000 Penalty: 4991.527344
	Iteration 105Q: 3 clusters Score -2096751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2096750.000000 Penalty: 4991.527344
	Iteration 106Q: 3 clusters Score -2096750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2096749.125000 Penalty: 4991.527344
	Iteration 107Q: 3 clusters Score -2096749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2096753.375000 Penalty: 4991.527344
	Iteration 108Q: 3 clusters Score -2096753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2096756.250000 Penalty: 4991.527344
	Iteration 109Q: 3 clusters Score -2096756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2096757.875000 Penalty: 4991.527344
	Iteration 110Q: 3 clusters Score -2096758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2096761.000000 Penalty: 4991.527344
	Iteration 111Q: 3 clusters Score -2096761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2096763.000000 Penalty: 4991.527344
	Iteration 112Q: 3 clusters Score -2096763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2096768.750000 Penalty: 4991.527344
	Iteration 113Q: 3 clusters Score -2096769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2096768.375000 Penalty: 4991.527344
	Iteration 114Q: 3 clusters Score -2096768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2096768.375000 Penalty: 4991.527344
	Iteration 115F: 3 clusters Score -2096768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Entering Unmasked Estep 
Score: -1105795.375000 Penalty: 2326.093262
	Iteration 0F: 2 clusters Score -1105795 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 5827 members 
Entering Unmasked Estep 
Score: -1096872.375000 Penalty: 4652.186523
	Iteration 0F: 3 clusters Score -1096872 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1099640.125000 Penalty: 4652.186523
	Iteration 1F: 3 clusters Score -1099640 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1100022.375000 Penalty: 4652.186523
	Iteration 2F: 3 clusters Score -1100022 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1100318.750000 Penalty: 4652.186523
	Iteration 3F: 3 clusters Score -1100319 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1100586.500000 Penalty: 4652.186523
	Iteration 4Q: 3 clusters Score -1100586 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1100833.750000 Penalty: 4652.186523
	Iteration 5Q: 3 clusters Score -1100834 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1101152.875000 Penalty: 4652.186523
	Iteration 6Q: 3 clusters Score -1101153 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1101510.125000 Penalty: 4652.186523
	Iteration 7Q: 3 clusters Score -1101510 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1101863.250000 Penalty: 4652.186523
	Iteration 8Q: 3 clusters Score -1101863 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1102184.000000 Penalty: 4652.186523
	Iteration 9Q: 3 clusters Score -1102184 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1102472.875000 Penalty: 4652.186523
	Iteration 10Q: 3 clusters Score -1102473 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1102726.500000 Penalty: 4652.186523
	Iteration 11Q: 3 clusters Score -1102726 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1102934.500000 Penalty: 4652.186523
	Iteration 12Q: 3 clusters Score -1102934 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1103136.625000 Penalty: 4652.186523
	Iteration 13Q: 3 clusters Score -1103137 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1103317.875000 Penalty: 4652.186523
	Iteration 14Q: 3 clusters Score -1103318 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1103470.000000 Penalty: 4652.186523
	Iteration 15Q: 3 clusters Score -1103470 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1103611.750000 Penalty: 4652.186523
	Iteration 16Q: 3 clusters Score -1103612 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1103744.375000 Penalty: 4652.186523
	Iteration 17Q: 3 clusters Score -1103744 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1103834.000000 Penalty: 4652.186523
	Iteration 18Q: 3 clusters Score -1103834 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1103897.500000 Penalty: 4652.186523
	Iteration 19Q: 3 clusters Score -1103898 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1103938.875000 Penalty: 4652.186523
	Iteration 20F: 3 clusters Score -1103939 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1103973.375000 Penalty: 4652.186523
	Iteration 21Q: 3 clusters Score -1103973 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1103998.375000 Penalty: 4652.186523
	Iteration 22Q: 3 clusters Score -1103998 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1104018.000000 Penalty: 4652.186523
	Iteration 23Q: 3 clusters Score -1104018 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1104033.875000 Penalty: 4652.186523
	Iteration 24Q: 3 clusters Score -1104034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1104048.625000 Penalty: 4652.186523
	Iteration 25Q: 3 clusters Score -1104049 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1104057.500000 Penalty: 4652.186523
	Iteration 26Q: 3 clusters Score -1104058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1104067.750000 Penalty: 4652.186523
	Iteration 27Q: 3 clusters Score -1104068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1104074.125000 Penalty: 4652.186523
	Iteration 28Q: 3 clusters Score -1104074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1104079.750000 Penalty: 4652.186523
	Iteration 29Q: 3 clusters Score -1104080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1104089.500000 Penalty: 4652.186523
	Iteration 30Q: 3 clusters Score -1104090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1104094.750000 Penalty: 4652.186523
	Iteration 31Q: 3 clusters Score -1104095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1104103.125000 Penalty: 4652.186523
	Iteration 32Q: 3 clusters Score -1104103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1104106.250000 Penalty: 4652.186523
	Iteration 33Q: 3 clusters Score -1104106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1104110.875000 Penalty: 4652.186523
	Iteration 34Q: 3 clusters Score -1104111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1104118.250000 Penalty: 4652.186523
	Iteration 35Q: 3 clusters Score -1104118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1104121.125000 Penalty: 4652.186523
	Iteration 36Q: 3 clusters Score -1104121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1104125.250000 Penalty: 4652.186523
	Iteration 37Q: 3 clusters Score -1104125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1104126.375000 Penalty: 4652.186523
	Iteration 38Q: 3 clusters Score -1104126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1104128.000000 Penalty: 4652.186523
	Iteration 39Q: 3 clusters Score -1104128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1104128.625000 Penalty: 4652.186523
	Iteration 40F: 3 clusters Score -1104129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1104130.500000 Penalty: 4652.186523
	Iteration 41Q: 3 clusters Score -1104130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1104132.500000 Penalty: 4652.186523
	Iteration 42Q: 3 clusters Score -1104132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1104136.000000 Penalty: 4652.186523
	Iteration 43Q: 3 clusters Score -1104136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1104140.625000 Penalty: 4652.186523
	Iteration 44Q: 3 clusters Score -1104141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1104141.875000 Penalty: 4652.186523
	Iteration 45Q: 3 clusters Score -1104142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1104142.250000 Penalty: 4652.186523
	Iteration 46Q: 3 clusters Score -1104142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1104144.875000 Penalty: 4652.186523
	Iteration 47Q: 3 clusters Score -1104145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1104145.750000 Penalty: 4652.186523
	Iteration 48Q: 3 clusters Score -1104146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1104149.875000 Penalty: 4652.186523
	Iteration 49Q: 3 clusters Score -1104150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1104151.375000 Penalty: 4652.186523
	Iteration 50Q: 3 clusters Score -1104151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1104155.375000 Penalty: 4652.186523
	Iteration 51Q: 3 clusters Score -1104155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1104160.500000 Penalty: 4652.186523
	Iteration 52Q: 3 clusters Score -1104160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1104160.750000 Penalty: 4652.186523
	Iteration 53Q: 3 clusters Score -1104161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1104161.875000 Penalty: 4652.186523
	Iteration 54Q: 3 clusters Score -1104162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1104164.750000 Penalty: 4652.186523
	Iteration 55Q: 3 clusters Score -1104165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1104166.625000 Penalty: 4652.186523
	Iteration 56Q: 3 clusters Score -1104167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1104166.375000 Penalty: 4652.186523
	Iteration 57Q: 3 clusters Score -1104166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1104169.000000 Penalty: 4652.186523
	Iteration 58Q: 3 clusters Score -1104169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1104169.875000 Penalty: 4652.186523
	Iteration 59Q: 3 clusters Score -1104170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1104169.750000 Penalty: 4652.186523
	Iteration 60F: 3 clusters Score -1104170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1104170.500000 Penalty: 4652.186523
	Iteration 61Q: 3 clusters Score -1104170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1104170.375000 Penalty: 4652.186523
	Iteration 62Q: 3 clusters Score -1104170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1104170.750000 Penalty: 4652.186523
	Iteration 63Q: 3 clusters Score -1104171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1104172.500000 Penalty: 4652.186523
	Iteration 64Q: 3 clusters Score -1104172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1104174.000000 Penalty: 4652.186523
	Iteration 65Q: 3 clusters Score -1104174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1104176.875000 Penalty: 4652.186523
	Iteration 66Q: 3 clusters Score -1104177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1104176.625000 Penalty: 4652.186523
	Iteration 67Q: 3 clusters Score -1104177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1104175.875000 Penalty: 4652.186523
	Iteration 68Q: 3 clusters Score -1104176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1104175.375000 Penalty: 4652.186523
	Iteration 69Q: 3 clusters Score -1104175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1104176.375000 Penalty: 4652.186523
	Iteration 70Q: 3 clusters Score -1104176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1104178.500000 Penalty: 4652.186523
	Iteration 71Q: 3 clusters Score -1104178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1104180.375000 Penalty: 4652.186523
	Iteration 72Q: 3 clusters Score -1104180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1104182.875000 Penalty: 4652.186523
	Iteration 73Q: 3 clusters Score -1104183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1104186.625000 Penalty: 4652.186523
	Iteration 74Q: 3 clusters Score -1104187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1104188.375000 Penalty: 4652.186523
	Iteration 75Q: 3 clusters Score -1104188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1104191.750000 Penalty: 4652.186523
	Iteration 76Q: 3 clusters Score -1104192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1104197.375000 Penalty: 4652.186523
	Iteration 77Q: 3 clusters Score -1104197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1104196.625000 Penalty: 4652.186523
	Iteration 78Q: 3 clusters Score -1104197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1104197.375000 Penalty: 4652.186523
	Iteration 79Q: 3 clusters Score -1104197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1104198.125000 Penalty: 4652.186523
	Iteration 80F: 3 clusters Score -1104198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1104200.625000 Penalty: 4652.186523
	Iteration 81Q: 3 clusters Score -1104201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1104202.875000 Penalty: 4652.186523
	Iteration 82Q: 3 clusters Score -1104203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1104203.875000 Penalty: 4652.186523
	Iteration 83Q: 3 clusters Score -1104204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1104208.000000 Penalty: 4652.186523
	Iteration 84Q: 3 clusters Score -1104208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1104208.500000 Penalty: 4652.186523
	Iteration 85Q: 3 clusters Score -1104208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1104210.000000 Penalty: 4652.186523
	Iteration 86Q: 3 clusters Score -1104210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1104211.625000 Penalty: 4652.186523
	Iteration 87Q: 3 clusters Score -1104212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1104212.875000 Penalty: 4652.186523
	Iteration 88Q: 3 clusters Score -1104213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1104212.875000 Penalty: 4652.186523
	Iteration 89Q: 3 clusters Score -1104213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1104218.125000 Penalty: 4652.186523
	Iteration 90Q: 3 clusters Score -1104218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1104217.000000 Penalty: 4652.186523
	Iteration 91Q: 3 clusters Score -1104217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1104223.750000 Penalty: 4652.186523
	Iteration 92Q: 3 clusters Score -1104224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1104226.000000 Penalty: 4652.186523
	Iteration 93Q: 3 clusters Score -1104226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1104231.250000 Penalty: 4652.186523
	Iteration 94Q: 3 clusters Score -1104231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1104234.500000 Penalty: 4652.186523
	Iteration 95Q: 3 clusters Score -1104234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1104234.625000 Penalty: 4652.186523
	Iteration 96Q: 3 clusters Score -1104235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1104234.375000 Penalty: 4652.186523
	Iteration 97Q: 3 clusters Score -1104234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1104234.375000 Penalty: 4652.186523
	Iteration 98Q: 3 clusters Score -1104234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1104240.500000 Penalty: 4652.186523
	Iteration 99Q: 3 clusters Score -1104240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1104240.250000 Penalty: 4652.186523
	Iteration 100F: 3 clusters Score -1104240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1104243.125000 Penalty: 4652.186523
	Iteration 101Q: 3 clusters Score -1104243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1104241.250000 Penalty: 4652.186523
	Iteration 102Q: 3 clusters Score -1104241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1104245.500000 Penalty: 4652.186523
	Iteration 103Q: 3 clusters Score -1104246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1104244.750000 Penalty: 4652.186523
	Iteration 104Q: 3 clusters Score -1104245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1104245.000000 Penalty: 4652.186523
	Iteration 105Q: 3 clusters Score -1104245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1104247.250000 Penalty: 4652.186523
	Iteration 106Q: 3 clusters Score -1104247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1104249.375000 Penalty: 4652.186523
	Iteration 107Q: 3 clusters Score -1104249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1104251.500000 Penalty: 4652.186523
	Iteration 108Q: 3 clusters Score -1104252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1104249.875000 Penalty: 4652.186523
	Iteration 109Q: 3 clusters Score -1104250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1104250.625000 Penalty: 4652.186523
	Iteration 110Q: 3 clusters Score -1104251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1104254.500000 Penalty: 4652.186523
	Iteration 111Q: 3 clusters Score -1104254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1104256.375000 Penalty: 4652.186523
	Iteration 112Q: 3 clusters Score -1104256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1104258.250000 Penalty: 4652.186523
	Iteration 113Q: 3 clusters Score -1104258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1104260.250000 Penalty: 4652.186523
	Iteration 114Q: 3 clusters Score -1104260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1104258.750000 Penalty: 4652.186523
	Iteration 115Q: 3 clusters Score -1104259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1104260.000000 Penalty: 4652.186523
	Iteration 116Q: 3 clusters Score -1104260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1104262.875000 Penalty: 4652.186523
	Iteration 117Q: 3 clusters Score -1104263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1104262.500000 Penalty: 4652.186523
	Iteration 118Q: 3 clusters Score -1104262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1104265.625000 Penalty: 4652.186523
	Iteration 119Q: 3 clusters Score -1104266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1104268.625000 Penalty: 4652.186523
	Iteration 120F: 3 clusters Score -1104269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1104268.750000 Penalty: 4652.186523
	Iteration 121Q: 3 clusters Score -1104269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1104267.500000 Penalty: 4652.186523
	Iteration 122Q: 3 clusters Score -1104268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1104268.375000 Penalty: 4652.186523
	Iteration 123Q: 3 clusters Score -1104268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1104271.125000 Penalty: 4652.186523
	Iteration 124Q: 3 clusters Score -1104271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1104268.625000 Penalty: 4652.186523
	Iteration 125Q: 3 clusters Score -1104269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1104267.000000 Penalty: 4652.186523
	Iteration 126Q: 3 clusters Score -1104267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1104268.125000 Penalty: 4652.186523
	Iteration 127Q: 3 clusters Score -1104268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1104270.625000 Penalty: 4652.186523
	Iteration 128Q: 3 clusters Score -1104271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1104270.625000 Penalty: 4652.186523
	Iteration 129Q: 3 clusters Score -1104271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1104270.500000 Penalty: 4652.186523
	Iteration 130Q: 3 clusters Score -1104270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1104271.000000 Penalty: 4652.186523
	Iteration 131Q: 3 clusters Score -1104271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1104271.000000 Penalty: 4652.186523
	Iteration 132F: 3 clusters Score -1104271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -1185819.250000 Penalty: 2341.204346
	Iteration 0F: 2 clusters Score -1185819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1176569.000000 Penalty: 4682.408691
	Iteration 0F: 3 clusters Score -1176569 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1180008.750000 Penalty: 4682.408691
	Iteration 1F: 3 clusters Score -1180009 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1180878.750000 Penalty: 4682.408691
	Iteration 2F: 3 clusters Score -1180879 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1181663.750000 Penalty: 4682.408691
	Iteration 3F: 3 clusters Score -1181664 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1182379.000000 Penalty: 4682.408691
	Iteration 4F: 3 clusters Score -1182379 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1183017.875000 Penalty: 4682.408691
	Iteration 5F: 3 clusters Score -1183018 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1183500.625000 Penalty: 4682.408691
	Iteration 6F: 3 clusters Score -1183501 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1183874.000000 Penalty: 4682.408691
	Iteration 7Q: 3 clusters Score -1183874 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1184173.875000 Penalty: 4682.408691
	Iteration 8Q: 3 clusters Score -1184174 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1184393.250000 Penalty: 4682.408691
	Iteration 9Q: 3 clusters Score -1184393 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1184566.000000 Penalty: 4682.408691
	Iteration 10Q: 3 clusters Score -1184566 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1184720.125000 Penalty: 4682.408691
	Iteration 11Q: 3 clusters Score -1184720 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1184833.250000 Penalty: 4682.408691
	Iteration 12Q: 3 clusters Score -1184833 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1184928.250000 Penalty: 4682.408691
	Iteration 13Q: 3 clusters Score -1184928 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1184999.875000 Penalty: 4682.408691
	Iteration 14Q: 3 clusters Score -1185000 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1185051.250000 Penalty: 4682.408691
	Iteration 15Q: 3 clusters Score -1185051 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1185087.750000 Penalty: 4682.408691
	Iteration 16Q: 3 clusters Score -1185088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1185114.125000 Penalty: 4682.408691
	Iteration 17Q: 3 clusters Score -1185114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1185140.875000 Penalty: 4682.408691
	Iteration 18Q: 3 clusters Score -1185141 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1185162.750000 Penalty: 4682.408691
	Iteration 19Q: 3 clusters Score -1185163 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1185172.875000 Penalty: 4682.408691
	Iteration 20F: 3 clusters Score -1185173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1185184.625000 Penalty: 4682.408691
	Iteration 21Q: 3 clusters Score -1185185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1185185.250000 Penalty: 4682.408691
	Iteration 22Q: 3 clusters Score -1185185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1185190.250000 Penalty: 4682.408691
	Iteration 23Q: 3 clusters Score -1185190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1185195.750000 Penalty: 4682.408691
	Iteration 24Q: 3 clusters Score -1185196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1185200.750000 Penalty: 4682.408691
	Iteration 25Q: 3 clusters Score -1185201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1185203.500000 Penalty: 4682.408691
	Iteration 26Q: 3 clusters Score -1185204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1185203.625000 Penalty: 4682.408691
	Iteration 27Q: 3 clusters Score -1185204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1185205.000000 Penalty: 4682.408691
	Iteration 28Q: 3 clusters Score -1185205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1185202.875000 Penalty: 4682.408691
	Iteration 29Q: 3 clusters Score -1185203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1185204.750000 Penalty: 4682.408691
	Iteration 30Q: 3 clusters Score -1185205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1185205.375000 Penalty: 4682.408691
	Iteration 31Q: 3 clusters Score -1185205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1185207.000000 Penalty: 4682.408691
	Iteration 32Q: 3 clusters Score -1185207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1185206.000000 Penalty: 4682.408691
	Iteration 33Q: 3 clusters Score -1185206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1185206.375000 Penalty: 4682.408691
	Iteration 34Q: 3 clusters Score -1185206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1185206.375000 Penalty: 4682.408691
	Iteration 35F: 3 clusters Score -1185206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Entering Unmasked Estep 
Score: -1092911.500000 Penalty: 2328.157959
	Iteration 0F: 2 clusters Score -1092912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1084079.625000 Penalty: 4656.315918
	Iteration 0F: 3 clusters Score -1084080 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1086988.375000 Penalty: 4656.315918
	Iteration 1F: 3 clusters Score -1086988 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1087501.000000 Penalty: 4656.315918
	Iteration 2F: 3 clusters Score -1087501 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1087978.250000 Penalty: 4656.315918
	Iteration 3F: 3 clusters Score -1087978 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1088446.125000 Penalty: 4656.315918
	Iteration 4F: 3 clusters Score -1088446 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1089012.125000 Penalty: 4656.315918
	Iteration 5F: 3 clusters Score -1089012 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1089623.750000 Penalty: 4656.315918
	Iteration 6F: 3 clusters Score -1089624 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1090342.875000 Penalty: 4656.315918
	Iteration 7F: 3 clusters Score -1090343 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1090918.625000 Penalty: 4656.315918
	Iteration 8F: 3 clusters Score -1090919 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1091220.000000 Penalty: 4656.315918
	Iteration 9Q: 3 clusters Score -1091220 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1091361.500000 Penalty: 4656.315918
	Iteration 10Q: 3 clusters Score -1091362 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1091442.125000 Penalty: 4656.315918
	Iteration 11Q: 3 clusters Score -1091442 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1091484.000000 Penalty: 4656.315918
	Iteration 12Q: 3 clusters Score -1091484 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1091508.125000 Penalty: 4656.315918
	Iteration 13Q: 3 clusters Score -1091508 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1091521.750000 Penalty: 4656.315918
	Iteration 14Q: 3 clusters Score -1091522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1091532.500000 Penalty: 4656.315918
	Iteration 15Q: 3 clusters Score -1091532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1091542.000000 Penalty: 4656.315918
	Iteration 16Q: 3 clusters Score -1091542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1091547.000000 Penalty: 4656.315918
	Iteration 17Q: 3 clusters Score -1091547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1091555.625000 Penalty: 4656.315918
	Iteration 18Q: 3 clusters Score -1091556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1091562.000000 Penalty: 4656.315918
	Iteration 19Q: 3 clusters Score -1091562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1091567.000000 Penalty: 4656.315918
	Iteration 20F: 3 clusters Score -1091567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1091569.750000 Penalty: 4656.315918
	Iteration 21Q: 3 clusters Score -1091570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1091573.750000 Penalty: 4656.315918
	Iteration 22Q: 3 clusters Score -1091574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1091581.500000 Penalty: 4656.315918
	Iteration 23Q: 3 clusters Score -1091582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1091584.375000 Penalty: 4656.315918
	Iteration 24Q: 3 clusters Score -1091584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1091583.250000 Penalty: 4656.315918
	Iteration 25Q: 3 clusters Score -1091583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1091589.250000 Penalty: 4656.315918
	Iteration 26Q: 3 clusters Score -1091589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1091592.875000 Penalty: 4656.315918
	Iteration 27Q: 3 clusters Score -1091593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1091592.750000 Penalty: 4656.315918
	Iteration 28Q: 3 clusters Score -1091593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1091595.875000 Penalty: 4656.315918
	Iteration 29Q: 3 clusters Score -1091596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1091593.875000 Penalty: 4656.315918
	Iteration 30Q: 3 clusters Score -1091594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1091593.500000 Penalty: 4656.315918
	Iteration 31Q: 3 clusters Score -1091594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1091593.000000 Penalty: 4656.315918
	Iteration 32Q: 3 clusters Score -1091593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1091595.625000 Penalty: 4656.315918
	Iteration 33Q: 3 clusters Score -1091596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1091596.625000 Penalty: 4656.315918
	Iteration 34Q: 3 clusters Score -1091597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1091598.750000 Penalty: 4656.315918
	Iteration 35Q: 3 clusters Score -1091599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1091598.750000 Penalty: 4656.315918
	Iteration 36F: 3 clusters Score -1091599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Entering Unmasked Estep 
Score: -1301778.875000 Penalty: 2356.616699
	Iteration 0F: 2 clusters Score -1301779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1291938.375000 Penalty: 4713.233398
	Iteration 0F: 3 clusters Score -1291938 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1294960.375000 Penalty: 4713.233398
	Iteration 1F: 3 clusters Score -1294960 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1295324.875000 Penalty: 4713.233398
	Iteration 2F: 3 clusters Score -1295325 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1295608.125000 Penalty: 4713.233398
	Iteration 3Q: 3 clusters Score -1295608 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1295832.750000 Penalty: 4713.233398
	Iteration 4Q: 3 clusters Score -1295833 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1296018.125000 Penalty: 4713.233398
	Iteration 5Q: 3 clusters Score -1296018 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1296188.125000 Penalty: 4713.233398
	Iteration 6Q: 3 clusters Score -1296188 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1296348.875000 Penalty: 4713.233398
	Iteration 7Q: 3 clusters Score -1296349 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1296510.375000 Penalty: 4713.233398
	Iteration 8Q: 3 clusters Score -1296510 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1296637.625000 Penalty: 4713.233398
	Iteration 9Q: 3 clusters Score -1296638 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1296765.625000 Penalty: 4713.233398
	Iteration 10Q: 3 clusters Score -1296766 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1296865.375000 Penalty: 4713.233398
	Iteration 11Q: 3 clusters Score -1296865 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1296963.000000 Penalty: 4713.233398
	Iteration 12Q: 3 clusters Score -1296963 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1297070.625000 Penalty: 4713.233398
	Iteration 13Q: 3 clusters Score -1297071 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1297153.500000 Penalty: 4713.233398
	Iteration 14Q: 3 clusters Score -1297154 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1297237.750000 Penalty: 4713.233398
	Iteration 15Q: 3 clusters Score -1297238 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1297333.750000 Penalty: 4713.233398
	Iteration 16Q: 3 clusters Score -1297334 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1297442.250000 Penalty: 4713.233398
	Iteration 17Q: 3 clusters Score -1297442 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1297561.625000 Penalty: 4713.233398
	Iteration 18Q: 3 clusters Score -1297562 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1297680.375000 Penalty: 4713.233398
	Iteration 19Q: 3 clusters Score -1297680 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1297852.375000 Penalty: 4713.233398
	Iteration 20F: 3 clusters Score -1297852 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1298057.375000 Penalty: 4713.233398
	Iteration 21Q: 3 clusters Score -1298057 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1298265.625000 Penalty: 4713.233398
	Iteration 22Q: 3 clusters Score -1298266 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1298423.750000 Penalty: 4713.233398
	Iteration 23Q: 3 clusters Score -1298424 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1298557.375000 Penalty: 4713.233398
	Iteration 24Q: 3 clusters Score -1298557 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1298685.375000 Penalty: 4713.233398
	Iteration 25Q: 3 clusters Score -1298685 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1298797.750000 Penalty: 4713.233398
	Iteration 26Q: 3 clusters Score -1298798 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1298917.000000 Penalty: 4713.233398
	Iteration 27Q: 3 clusters Score -1298917 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1299038.375000 Penalty: 4713.233398
	Iteration 28Q: 3 clusters Score -1299038 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1299156.125000 Penalty: 4713.233398
	Iteration 29Q: 3 clusters Score -1299156 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1299271.875000 Penalty: 4713.233398
	Iteration 30Q: 3 clusters Score -1299272 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1299365.750000 Penalty: 4713.233398
	Iteration 31Q: 3 clusters Score -1299366 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1299478.625000 Penalty: 4713.233398
	Iteration 32Q: 3 clusters Score -1299479 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1299589.875000 Penalty: 4713.233398
	Iteration 33Q: 3 clusters Score -1299590 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1299706.500000 Penalty: 4713.233398
	Iteration 34Q: 3 clusters Score -1299706 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1299824.125000 Penalty: 4713.233398
	Iteration 35Q: 3 clusters Score -1299824 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1299918.375000 Penalty: 4713.233398
	Iteration 36Q: 3 clusters Score -1299918 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1300019.625000 Penalty: 4713.233398
	Iteration 37Q: 3 clusters Score -1300020 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1300095.875000 Penalty: 4713.233398
	Iteration 38Q: 3 clusters Score -1300096 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1300168.875000 Penalty: 4713.233398
	Iteration 39Q: 3 clusters Score -1300169 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1300235.375000 Penalty: 4713.233398
	Iteration 40F: 3 clusters Score -1300235 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1300279.375000 Penalty: 4713.233398
	Iteration 41Q: 3 clusters Score -1300279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1300308.875000 Penalty: 4713.233398
	Iteration 42Q: 3 clusters Score -1300309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1300328.875000 Penalty: 4713.233398
	Iteration 43Q: 3 clusters Score -1300329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1300349.250000 Penalty: 4713.233398
	Iteration 44Q: 3 clusters Score -1300349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1300369.500000 Penalty: 4713.233398
	Iteration 45Q: 3 clusters Score -1300370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1300381.500000 Penalty: 4713.233398
	Iteration 46Q: 3 clusters Score -1300382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1300386.125000 Penalty: 4713.233398
	Iteration 47Q: 3 clusters Score -1300386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1300397.750000 Penalty: 4713.233398
	Iteration 48Q: 3 clusters Score -1300398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1300403.000000 Penalty: 4713.233398
	Iteration 49Q: 3 clusters Score -1300403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1300410.500000 Penalty: 4713.233398
	Iteration 50Q: 3 clusters Score -1300410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1300416.750000 Penalty: 4713.233398
	Iteration 51Q: 3 clusters Score -1300417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1300418.125000 Penalty: 4713.233398
	Iteration 52Q: 3 clusters Score -1300418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1300422.375000 Penalty: 4713.233398
	Iteration 53Q: 3 clusters Score -1300422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1300426.250000 Penalty: 4713.233398
	Iteration 54Q: 3 clusters Score -1300426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1300431.375000 Penalty: 4713.233398
	Iteration 55Q: 3 clusters Score -1300431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1300431.875000 Penalty: 4713.233398
	Iteration 56Q: 3 clusters Score -1300432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1300433.750000 Penalty: 4713.233398
	Iteration 57Q: 3 clusters Score -1300434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1300435.125000 Penalty: 4713.233398
	Iteration 58Q: 3 clusters Score -1300435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1300435.125000 Penalty: 4713.233398
	Iteration 59Q: 3 clusters Score -1300435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1300437.125000 Penalty: 4713.233398
	Iteration 60F: 3 clusters Score -1300437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1300438.625000 Penalty: 4713.233398
	Iteration 61Q: 3 clusters Score -1300439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1300437.375000 Penalty: 4713.233398
	Iteration 62Q: 3 clusters Score -1300437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1300437.250000 Penalty: 4713.233398
	Iteration 63Q: 3 clusters Score -1300437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1300438.625000 Penalty: 4713.233398
	Iteration 64Q: 3 clusters Score -1300439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1300437.750000 Penalty: 4713.233398
	Iteration 65Q: 3 clusters Score -1300438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1300437.750000 Penalty: 4713.233398
	Iteration 66F: 3 clusters Score -1300438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Entering Unmasked Estep 
Score: -531698.437500 Penalty: 2131.166504
	Iteration 0F: 2 clusters Score -531698.4 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 2677 members 
Entering Unmasked Estep 
Score: -526925.937500 Penalty: 4262.333008
	Iteration 0F: 3 clusters Score -526925.9 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -528080.625000 Penalty: 4262.333008
	Iteration 1F: 3 clusters Score -528080.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -528348.437500 Penalty: 4262.333008
	Iteration 2F: 3 clusters Score -528348.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -528501.062500 Penalty: 4262.333008
	Iteration 3F: 3 clusters Score -528501.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -528599.000000 Penalty: 4262.333008
	Iteration 4Q: 3 clusters Score -528599 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -528679.000000 Penalty: 4262.333008
	Iteration 5Q: 3 clusters Score -528679 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -528743.250000 Penalty: 4262.333008
	Iteration 6Q: 3 clusters Score -528743.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -528783.500000 Penalty: 4262.333008
	Iteration 7Q: 3 clusters Score -528783.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -528813.750000 Penalty: 4262.333008
	Iteration 8Q: 3 clusters Score -528813.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -528843.000000 Penalty: 4262.333008
	Iteration 9Q: 3 clusters Score -528843 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -528861.625000 Penalty: 4262.333008
	Iteration 10Q: 3 clusters Score -528861.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -528875.187500 Penalty: 4262.333008
	Iteration 11Q: 3 clusters Score -528875.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -528888.375000 Penalty: 4262.333008
	Iteration 12Q: 3 clusters Score -528888.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -528903.875000 Penalty: 4262.333008
	Iteration 13Q: 3 clusters Score -528903.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -528920.875000 Penalty: 4262.333008
	Iteration 14Q: 3 clusters Score -528920.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -528938.375000 Penalty: 4262.333008
	Iteration 15Q: 3 clusters Score -528938.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -528954.562500 Penalty: 4262.333008
	Iteration 16Q: 3 clusters Score -528954.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -528969.812500 Penalty: 4262.333008
	Iteration 17Q: 3 clusters Score -528969.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -528981.500000 Penalty: 4262.333008
	Iteration 18Q: 3 clusters Score -528981.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -528991.812500 Penalty: 4262.333008
	Iteration 19Q: 3 clusters Score -528991.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -529000.687500 Penalty: 4262.333008
	Iteration 20F: 3 clusters Score -529000.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -529009.562500 Penalty: 4262.333008
	Iteration 21Q: 3 clusters Score -529009.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -529018.125000 Penalty: 4262.333008
	Iteration 22Q: 3 clusters Score -529018.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -529024.125000 Penalty: 4262.333008
	Iteration 23Q: 3 clusters Score -529024.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -529034.812500 Penalty: 4262.333008
	Iteration 24Q: 3 clusters Score -529034.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -529043.562500 Penalty: 4262.333008
	Iteration 25Q: 3 clusters Score -529043.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -529053.937500 Penalty: 4262.333008
	Iteration 26Q: 3 clusters Score -529053.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -529065.500000 Penalty: 4262.333008
	Iteration 27Q: 3 clusters Score -529065.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -529077.062500 Penalty: 4262.333008
	Iteration 28Q: 3 clusters Score -529077.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -529083.312500 Penalty: 4262.333008
	Iteration 29Q: 3 clusters Score -529083.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -529089.062500 Penalty: 4262.333008
	Iteration 30Q: 3 clusters Score -529089.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -529091.812500 Penalty: 4262.333008
	Iteration 31Q: 3 clusters Score -529091.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -529096.625000 Penalty: 4262.333008
	Iteration 32Q: 3 clusters Score -529096.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -529101.312500 Penalty: 4262.333008
	Iteration 33Q: 3 clusters Score -529101.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -529104.125000 Penalty: 4262.333008
	Iteration 34Q: 3 clusters Score -529104.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -529106.062500 Penalty: 4262.333008
	Iteration 35Q: 3 clusters Score -529106.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -529108.125000 Penalty: 4262.333008
	Iteration 36Q: 3 clusters Score -529108.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -529110.500000 Penalty: 4262.333008
	Iteration 37Q: 3 clusters Score -529110.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -529114.500000 Penalty: 4262.333008
	Iteration 38Q: 3 clusters Score -529114.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -529118.625000 Penalty: 4262.333008
	Iteration 39Q: 3 clusters Score -529118.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -529121.500000 Penalty: 4262.333008
	Iteration 40F: 3 clusters Score -529121.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -529126.687500 Penalty: 4262.333008
	Iteration 41Q: 3 clusters Score -529126.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -529133.000000 Penalty: 4262.333008
	Iteration 42Q: 3 clusters Score -529133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -529135.312500 Penalty: 4262.333008
	Iteration 43Q: 3 clusters Score -529135.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -529141.812500 Penalty: 4262.333008
	Iteration 44Q: 3 clusters Score -529141.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -529144.562500 Penalty: 4262.333008
	Iteration 45Q: 3 clusters Score -529144.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -529148.187500 Penalty: 4262.333008
	Iteration 46Q: 3 clusters Score -529148.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -529150.625000 Penalty: 4262.333008
	Iteration 47Q: 3 clusters Score -529150.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -529152.812500 Penalty: 4262.333008
	Iteration 48Q: 3 clusters Score -529152.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -529154.812500 Penalty: 4262.333008
	Iteration 49Q: 3 clusters Score -529154.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -529157.812500 Penalty: 4262.333008
	Iteration 50Q: 3 clusters Score -529157.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -529161.437500 Penalty: 4262.333008
	Iteration 51Q: 3 clusters Score -529161.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -529166.687500 Penalty: 4262.333008
	Iteration 52Q: 3 clusters Score -529166.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -529172.187500 Penalty: 4262.333008
	Iteration 53Q: 3 clusters Score -529172.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -529178.187500 Penalty: 4262.333008
	Iteration 54Q: 3 clusters Score -529178.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -529184.125000 Penalty: 4262.333008
	Iteration 55Q: 3 clusters Score -529184.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -529189.437500 Penalty: 4262.333008
	Iteration 56Q: 3 clusters Score -529189.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -529192.375000 Penalty: 4262.333008
	Iteration 57Q: 3 clusters Score -529192.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -529199.125000 Penalty: 4262.333008
	Iteration 58Q: 3 clusters Score -529199.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -529207.750000 Penalty: 4262.333008
	Iteration 59Q: 3 clusters Score -529207.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -529216.437500 Penalty: 4262.333008
	Iteration 60F: 3 clusters Score -529216.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -529223.062500 Penalty: 4262.333008
	Iteration 61Q: 3 clusters Score -529223.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -529227.187500 Penalty: 4262.333008
	Iteration 62Q: 3 clusters Score -529227.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -529231.437500 Penalty: 4262.333008
	Iteration 63Q: 3 clusters Score -529231.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -529234.937500 Penalty: 4262.333008
	Iteration 64Q: 3 clusters Score -529234.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -529239.375000 Penalty: 4262.333008
	Iteration 65Q: 3 clusters Score -529239.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -529240.875000 Penalty: 4262.333008
	Iteration 66Q: 3 clusters Score -529240.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -529242.062500 Penalty: 4262.333008
	Iteration 67Q: 3 clusters Score -529242.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -529242.500000 Penalty: 4262.333008
	Iteration 68Q: 3 clusters Score -529242.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -529244.687500 Penalty: 4262.333008
	Iteration 69Q: 3 clusters Score -529244.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -529244.687500 Penalty: 4262.333008
	Iteration 70F: 3 clusters Score -529244.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Entering Unmasked Estep 
Score: -848243.000000 Penalty: 2244.646240
	Iteration 0F: 2 clusters Score -848243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -841492.750000 Penalty: 4489.292480
	Iteration 0F: 3 clusters Score -841492.8 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -843345.750000 Penalty: 4489.292480
	Iteration 1F: 3 clusters Score -843345.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -843599.312500 Penalty: 4489.292480
	Iteration 2F: 3 clusters Score -843599.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -843756.312500 Penalty: 4489.292480
	Iteration 3Q: 3 clusters Score -843756.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -843895.187500 Penalty: 4489.292480
	Iteration 4Q: 3 clusters Score -843895.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -843998.750000 Penalty: 4489.292480
	Iteration 5Q: 3 clusters Score -843998.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -844090.500000 Penalty: 4489.292480
	Iteration 6Q: 3 clusters Score -844090.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -844180.125000 Penalty: 4489.292480
	Iteration 7Q: 3 clusters Score -844180.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -844274.562500 Penalty: 4489.292480
	Iteration 8Q: 3 clusters Score -844274.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -844390.000000 Penalty: 4489.292480
	Iteration 9Q: 3 clusters Score -844390 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -844521.375000 Penalty: 4489.292480
	Iteration 10Q: 3 clusters Score -844521.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -844662.437500 Penalty: 4489.292480
	Iteration 11Q: 3 clusters Score -844662.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -844827.750000 Penalty: 4489.292480
	Iteration 12Q: 3 clusters Score -844827.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -845056.437500 Penalty: 4489.292480
	Iteration 13Q: 3 clusters Score -845056.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -845311.375000 Penalty: 4489.292480
	Iteration 14Q: 3 clusters Score -845311.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -845545.937500 Penalty: 4489.292480
	Iteration 15Q: 3 clusters Score -845545.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -845746.000000 Penalty: 4489.292480
	Iteration 16Q: 3 clusters Score -845746 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -845901.500000 Penalty: 4489.292480
	Iteration 17Q: 3 clusters Score -845901.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -846009.875000 Penalty: 4489.292480
	Iteration 18Q: 3 clusters Score -846009.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -846089.187500 Penalty: 4489.292480
	Iteration 19Q: 3 clusters Score -846089.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -846135.312500 Penalty: 4489.292480
	Iteration 20F: 3 clusters Score -846135.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -846168.937500 Penalty: 4489.292480
	Iteration 21Q: 3 clusters Score -846168.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -846205.437500 Penalty: 4489.292480
	Iteration 22Q: 3 clusters Score -846205.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -846235.125000 Penalty: 4489.292480
	Iteration 23Q: 3 clusters Score -846235.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -846264.000000 Penalty: 4489.292480
	Iteration 24Q: 3 clusters Score -846264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -846281.687500 Penalty: 4489.292480
	Iteration 25Q: 3 clusters Score -846281.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -846298.500000 Penalty: 4489.292480
	Iteration 26Q: 3 clusters Score -846298.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -846305.875000 Penalty: 4489.292480
	Iteration 27Q: 3 clusters Score -846305.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -846315.187500 Penalty: 4489.292480
	Iteration 28Q: 3 clusters Score -846315.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -846322.375000 Penalty: 4489.292480
	Iteration 29Q: 3 clusters Score -846322.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -846328.125000 Penalty: 4489.292480
	Iteration 30Q: 3 clusters Score -846328.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -846336.375000 Penalty: 4489.292480
	Iteration 31Q: 3 clusters Score -846336.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -846344.000000 Penalty: 4489.292480
	Iteration 32Q: 3 clusters Score -846344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -846351.125000 Penalty: 4489.292480
	Iteration 33Q: 3 clusters Score -846351.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -846358.875000 Penalty: 4489.292480
	Iteration 34Q: 3 clusters Score -846358.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -846365.312500 Penalty: 4489.292480
	Iteration 35Q: 3 clusters Score -846365.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -846368.187500 Penalty: 4489.292480
	Iteration 36Q: 3 clusters Score -846368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -846368.187500 Penalty: 4489.292480
	Iteration 37Q: 3 clusters Score -846368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -846370.562500 Penalty: 4489.292480
	Iteration 38Q: 3 clusters Score -846370.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -846372.125000 Penalty: 4489.292480
	Iteration 39Q: 3 clusters Score -846372.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -846372.437500 Penalty: 4489.292480
	Iteration 40F: 3 clusters Score -846372.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Entering Unmasked Estep 
Score: -1418097.750000 Penalty: 2383.476807
	Iteration 0F: 2 clusters Score -1418098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1407296.750000 Penalty: 4766.953613
	Iteration 0F: 3 clusters Score -1407297 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1410995.000000 Penalty: 4766.953613
	Iteration 1F: 3 clusters Score -1410995 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1411692.875000 Penalty: 4766.953613
	Iteration 2F: 3 clusters Score -1411693 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1412312.875000 Penalty: 4766.953613
	Iteration 3F: 3 clusters Score -1412313 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1412891.000000 Penalty: 4766.953613
	Iteration 4F: 3 clusters Score -1412891 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1413520.250000 Penalty: 4766.953613
	Iteration 5F: 3 clusters Score -1413520 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1414186.625000 Penalty: 4766.953613
	Iteration 6F: 3 clusters Score -1414187 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1414816.125000 Penalty: 4766.953613
	Iteration 7F: 3 clusters Score -1414816 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1415361.125000 Penalty: 4766.953613
	Iteration 8Q: 3 clusters Score -1415361 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1415826.375000 Penalty: 4766.953613
	Iteration 9Q: 3 clusters Score -1415826 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1416186.375000 Penalty: 4766.953613
	Iteration 10Q: 3 clusters Score -1416186 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1416435.500000 Penalty: 4766.953613
	Iteration 11Q: 3 clusters Score -1416436 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1416591.125000 Penalty: 4766.953613
	Iteration 12Q: 3 clusters Score -1416591 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1416689.500000 Penalty: 4766.953613
	Iteration 13Q: 3 clusters Score -1416690 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1416748.750000 Penalty: 4766.953613
	Iteration 14Q: 3 clusters Score -1416749 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1416791.500000 Penalty: 4766.953613
	Iteration 15Q: 3 clusters Score -1416792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1416819.875000 Penalty: 4766.953613
	Iteration 16Q: 3 clusters Score -1416820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1416841.750000 Penalty: 4766.953613
	Iteration 17Q: 3 clusters Score -1416842 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1416863.125000 Penalty: 4766.953613
	Iteration 18Q: 3 clusters Score -1416863 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1416873.375000 Penalty: 4766.953613
	Iteration 19Q: 3 clusters Score -1416873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1416884.875000 Penalty: 4766.953613
	Iteration 20F: 3 clusters Score -1416885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1416900.750000 Penalty: 4766.953613
	Iteration 21Q: 3 clusters Score -1416901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1416913.875000 Penalty: 4766.953613
	Iteration 22Q: 3 clusters Score -1416914 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1416945.625000 Penalty: 4766.953613
	Iteration 23Q: 3 clusters Score -1416946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1416968.750000 Penalty: 4766.953613
	Iteration 24Q: 3 clusters Score -1416969 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1416990.000000 Penalty: 4766.953613
	Iteration 25Q: 3 clusters Score -1416990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1417018.000000 Penalty: 4766.953613
	Iteration 26Q: 3 clusters Score -1417018 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1417046.250000 Penalty: 4766.953613
	Iteration 27Q: 3 clusters Score -1417046 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1417076.625000 Penalty: 4766.953613
	Iteration 28Q: 3 clusters Score -1417077 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1417113.250000 Penalty: 4766.953613
	Iteration 29Q: 3 clusters Score -1417113 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1417153.375000 Penalty: 4766.953613
	Iteration 30Q: 3 clusters Score -1417153 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1417186.500000 Penalty: 4766.953613
	Iteration 31Q: 3 clusters Score -1417186 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1417221.375000 Penalty: 4766.953613
	Iteration 32Q: 3 clusters Score -1417221 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1417256.500000 Penalty: 4766.953613
	Iteration 33Q: 3 clusters Score -1417256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1417287.000000 Penalty: 4766.953613
	Iteration 34Q: 3 clusters Score -1417287 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1417321.500000 Penalty: 4766.953613
	Iteration 35Q: 3 clusters Score -1417322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1417353.250000 Penalty: 4766.953613
	Iteration 36Q: 3 clusters Score -1417353 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1417373.250000 Penalty: 4766.953613
	Iteration 37Q: 3 clusters Score -1417373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1417396.000000 Penalty: 4766.953613
	Iteration 38Q: 3 clusters Score -1417396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1417409.625000 Penalty: 4766.953613
	Iteration 39Q: 3 clusters Score -1417410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1417418.625000 Penalty: 4766.953613
	Iteration 40F: 3 clusters Score -1417419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1417423.500000 Penalty: 4766.953613
	Iteration 41Q: 3 clusters Score -1417424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1417426.875000 Penalty: 4766.953613
	Iteration 42Q: 3 clusters Score -1417427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1417426.875000 Penalty: 4766.953613
	Iteration 43Q: 3 clusters Score -1417427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1417426.500000 Penalty: 4766.953613
	Iteration 44Q: 3 clusters Score -1417426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1417424.750000 Penalty: 4766.953613
	Iteration 45Q: 3 clusters Score -1417425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1417428.250000 Penalty: 4766.953613
	Iteration 46Q: 3 clusters Score -1417428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1417428.125000 Penalty: 4766.953613
	Iteration 47Q: 3 clusters Score -1417428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1417426.875000 Penalty: 4766.953613
	Iteration 48Q: 3 clusters Score -1417427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1417426.500000 Penalty: 4766.953613
	Iteration 49Q: 3 clusters Score -1417426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1417430.375000 Penalty: 4766.953613
	Iteration 50Q: 3 clusters Score -1417430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1417430.875000 Penalty: 4766.953613
	Iteration 51Q: 3 clusters Score -1417431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1417428.625000 Penalty: 4766.953613
	Iteration 52Q: 3 clusters Score -1417429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1417426.750000 Penalty: 4766.953613
	Iteration 53Q: 3 clusters Score -1417427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1417428.375000 Penalty: 4766.953613
	Iteration 54Q: 3 clusters Score -1417428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1417428.375000 Penalty: 4766.953613
	Iteration 55F: 3 clusters Score -1417428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Entering Unmasked Estep 
Score: -270624.875000 Penalty: 1971.462158
	Iteration 0F: 2 clusters Score -270624.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -267429.593750 Penalty: 3942.924316
	Iteration 0F: 3 clusters Score -267429.6 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -268066.250000 Penalty: 3942.924316
	Iteration 1F: 3 clusters Score -268066.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -268198.093750 Penalty: 3942.924316
	Iteration 2F: 3 clusters Score -268198.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -268295.343750 Penalty: 3942.924316
	Iteration 3Q: 3 clusters Score -268295.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -268356.281250 Penalty: 3942.924316
	Iteration 4Q: 3 clusters Score -268356.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -268401.531250 Penalty: 3942.924316
	Iteration 5Q: 3 clusters Score -268401.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -268430.500000 Penalty: 3942.924316
	Iteration 6Q: 3 clusters Score -268430.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -268453.281250 Penalty: 3942.924316
	Iteration 7Q: 3 clusters Score -268453.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -268473.937500 Penalty: 3942.924316
	Iteration 8Q: 3 clusters Score -268473.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -268490.750000 Penalty: 3942.924316
	Iteration 9Q: 3 clusters Score -268490.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -268513.625000 Penalty: 3942.924316
	Iteration 10Q: 3 clusters Score -268513.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -268529.593750 Penalty: 3942.924316
	Iteration 11Q: 3 clusters Score -268529.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -268541.312500 Penalty: 3942.924316
	Iteration 12Q: 3 clusters Score -268541.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -268552.000000 Penalty: 3942.924316
	Iteration 13Q: 3 clusters Score -268552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -268564.531250 Penalty: 3942.924316
	Iteration 14Q: 3 clusters Score -268564.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -268570.656250 Penalty: 3942.924316
	Iteration 15Q: 3 clusters Score -268570.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -268574.343750 Penalty: 3942.924316
	Iteration 16Q: 3 clusters Score -268574.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -268576.750000 Penalty: 3942.924316
	Iteration 17Q: 3 clusters Score -268576.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -268579.625000 Penalty: 3942.924316
	Iteration 18Q: 3 clusters Score -268579.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -268581.718750 Penalty: 3942.924316
	Iteration 19Q: 3 clusters Score -268581.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -268582.562500 Penalty: 3942.924316
	Iteration 20F: 3 clusters Score -268582.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -268584.000000 Penalty: 3942.924316
	Iteration 21Q: 3 clusters Score -268584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -268585.312500 Penalty: 3942.924316
	Iteration 22Q: 3 clusters Score -268585.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -268586.281250 Penalty: 3942.924316
	Iteration 23Q: 3 clusters Score -268586.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -268587.093750 Penalty: 3942.924316
	Iteration 24Q: 3 clusters Score -268587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -268586.937500 Penalty: 3942.924316
	Iteration 25Q: 3 clusters Score -268586.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -268587.093750 Penalty: 3942.924316
	Iteration 26Q: 3 clusters Score -268587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -268587.781250 Penalty: 3942.924316
	Iteration 27Q: 3 clusters Score -268587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -268588.468750 Penalty: 3942.924316
	Iteration 28Q: 3 clusters Score -268588.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -268589.156250 Penalty: 3942.924316
	Iteration 29Q: 3 clusters Score -268589.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -268589.156250 Penalty: 3942.924316
	Iteration 30F: 3 clusters Score -268589.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Entering Unmasked Estep 
Score: -562375.375000 Penalty: 2163.885498
	Iteration 0F: 2 clusters Score -562375.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -557123.500000 Penalty: 4327.770996
	Iteration 0F: 3 clusters Score -557123.5 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -558417.437500 Penalty: 4327.770996
	Iteration 1F: 3 clusters Score -558417.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -558651.312500 Penalty: 4327.770996
	Iteration 2F: 3 clusters Score -558651.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -558838.312500 Penalty: 4327.770996
	Iteration 3F: 3 clusters Score -558838.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -559024.125000 Penalty: 4327.770996
	Iteration 4Q: 3 clusters Score -559024.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -559201.062500 Penalty: 4327.770996
	Iteration 5Q: 3 clusters Score -559201.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -559382.687500 Penalty: 4327.770996
	Iteration 6Q: 3 clusters Score -559382.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -559582.375000 Penalty: 4327.770996
	Iteration 7Q: 3 clusters Score -559582.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -559775.625000 Penalty: 4327.770996
	Iteration 8Q: 3 clusters Score -559775.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -559991.937500 Penalty: 4327.770996
	Iteration 9Q: 3 clusters Score -559991.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -560192.312500 Penalty: 4327.770996
	Iteration 10Q: 3 clusters Score -560192.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -560379.375000 Penalty: 4327.770996
	Iteration 11Q: 3 clusters Score -560379.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -560523.375000 Penalty: 4327.770996
	Iteration 12Q: 3 clusters Score -560523.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -560609.687500 Penalty: 4327.770996
	Iteration 13Q: 3 clusters Score -560609.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -560671.562500 Penalty: 4327.770996
	Iteration 14Q: 3 clusters Score -560671.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -560709.937500 Penalty: 4327.770996
	Iteration 15Q: 3 clusters Score -560709.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -560732.437500 Penalty: 4327.770996
	Iteration 16Q: 3 clusters Score -560732.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -560750.312500 Penalty: 4327.770996
	Iteration 17Q: 3 clusters Score -560750.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -560768.687500 Penalty: 4327.770996
	Iteration 18Q: 3 clusters Score -560768.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -560778.312500 Penalty: 4327.770996
	Iteration 19Q: 3 clusters Score -560778.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -560790.062500 Penalty: 4327.770996
	Iteration 20F: 3 clusters Score -560790.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -560819.875000 Penalty: 4327.770996
	Iteration 21Q: 3 clusters Score -560819.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -560837.250000 Penalty: 4327.770996
	Iteration 22Q: 3 clusters Score -560837.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -560851.375000 Penalty: 4327.770996
	Iteration 23Q: 3 clusters Score -560851.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -560861.625000 Penalty: 4327.770996
	Iteration 24Q: 3 clusters Score -560861.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -560865.062500 Penalty: 4327.770996
	Iteration 25Q: 3 clusters Score -560865.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -560868.125000 Penalty: 4327.770996
	Iteration 26Q: 3 clusters Score -560868.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -560869.937500 Penalty: 4327.770996
	Iteration 27Q: 3 clusters Score -560869.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -560870.562500 Penalty: 4327.770996
	Iteration 28Q: 3 clusters Score -560870.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -560870.562500 Penalty: 4327.770996
	Iteration 29F: 3 clusters Score -560870.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Entering Unmasked Estep 
Score: -990472.000000 Penalty: 2290.239746
	Iteration 0F: 2 clusters Score -990472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -982652.687500 Penalty: 4580.479492
	Iteration 0F: 3 clusters Score -982652.7 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -985378.750000 Penalty: 4580.479492
	Iteration 1F: 3 clusters Score -985378.8 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -986507.750000 Penalty: 4580.479492
	Iteration 2F: 3 clusters Score -986507.8 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -987878.187500 Penalty: 4580.479492
	Iteration 3F: 3 clusters Score -987878.2 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -988965.750000 Penalty: 4580.479492
	Iteration 4F: 3 clusters Score -988965.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -989633.500000 Penalty: 4580.479492
	Iteration 5F: 3 clusters Score -989633.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -990017.312500 Penalty: 4580.479492
	Iteration 6Q: 3 clusters Score -990017.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -990218.562500 Penalty: 4580.479492
	Iteration 7Q: 3 clusters Score -990218.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -990367.562500 Penalty: 4580.479492
	Iteration 8Q: 3 clusters Score -990367.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -990476.500000 Penalty: 4580.479492
	Iteration 9Q: 3 clusters Score -990476.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -990563.937500 Penalty: 4580.479492
	Iteration 10Q: 3 clusters Score -990563.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -990614.250000 Penalty: 4580.479492
	Iteration 11Q: 3 clusters Score -990614.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -990661.937500 Penalty: 4580.479492
	Iteration 12Q: 3 clusters Score -990661.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -990682.562500 Penalty: 4580.479492
	Iteration 13Q: 3 clusters Score -990682.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -990694.875000 Penalty: 4580.479492
	Iteration 14Q: 3 clusters Score -990694.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -990702.062500 Penalty: 4580.479492
	Iteration 15Q: 3 clusters Score -990702.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -990708.687500 Penalty: 4580.479492
	Iteration 16Q: 3 clusters Score -990708.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -990710.250000 Penalty: 4580.479492
	Iteration 17Q: 3 clusters Score -990710.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -990714.375000 Penalty: 4580.479492
	Iteration 18Q: 3 clusters Score -990714.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -990712.687500 Penalty: 4580.479492
	Iteration 19Q: 3 clusters Score -990712.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -990710.250000 Penalty: 4580.479492
	Iteration 20F: 3 clusters Score -990710.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -990713.375000 Penalty: 4580.479492
	Iteration 21Q: 3 clusters Score -990713.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -990713.375000 Penalty: 4580.479492
	Iteration 22F: 3 clusters Score -990713.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 9282 members 
Mstep: Class 3 contains 13713 members 
Mstep: Class 4 contains 8728 members 
Mstep: Class 5 contains 22726 members 
Mstep: Class 6 contains 132853 members 
Mstep: Class 7 contains 64797 members 
Mstep: Class 8 contains 11021 members 
Mstep: Class 9 contains 20993 members 
Mstep: Class 10 contains 3324 members 
Mstep: Class 11 contains 10303 members 
Mstep: Class 12 contains 24242 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 24954 members 
Mstep: Class 15 contains 218379 members 
Mstep: Class 16 contains 304400 members 
Mstep: Class 17 contains 28300 members 
Mstep: Class 18 contains 225491 members 
Mstep: Class 19 contains 101114 members 
Mstep: Class 20 contains 12679 members 
Mstep: Class 21 contains 222971 members 
Mstep: Class 22 contains 37952 members 
Mstep: Class 23 contains 15442 members 
Mstep: Class 24 contains 5475 members 
Mstep: Class 25 contains 23472 members 
Mstep: Class 26 contains 11842 members 
Mstep: Class 27 contains 12586 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 13393 members 
Mstep: Class 30 contains 5396 members 
Mstep: Class 31 contains 8527 members 
Mstep: Class 32 contains 14925 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6157 members 
Mstep: Class 35 contains 7854 members 
Mstep: Class 36 contains 10802 members 
Mstep: Class 37 contains 6394 members 
Mstep: Class 38 contains 2287 members 
Mstep: Class 39 contains 2394 members 
Entering Unmasked Estep 
Score: -157711072.000000 Penalty: 138595.359375
Splitting cluster 35 changes total score from -157712368.000000 to -157711072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (10802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Entering Unmasked Estep 
Score: -916343.625000 Penalty: 2303.296875
	Iteration 0F: 2 clusters Score -916343.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -908209.500000 Penalty: 4606.593750
	Iteration 0F: 3 clusters Score -908209.5 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -910957.437500 Penalty: 4606.593750
	Iteration 1F: 3 clusters Score -910957.4 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -911696.125000 Penalty: 4606.593750
	Iteration 2F: 3 clusters Score -911696.1 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -912497.562500 Penalty: 4606.593750
	Iteration 3F: 3 clusters Score -912497.6 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -913312.812500 Penalty: 4606.593750
	Iteration 4F: 3 clusters Score -913312.8 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -913987.625000 Penalty: 4606.593750
	Iteration 5F: 3 clusters Score -913987.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -914427.750000 Penalty: 4606.593750
	Iteration 6F: 3 clusters Score -914427.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -914718.812500 Penalty: 4606.593750
	Iteration 7Q: 3 clusters Score -914718.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -914876.500000 Penalty: 4606.593750
	Iteration 8Q: 3 clusters Score -914876.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -914950.812500 Penalty: 4606.593750
	Iteration 9Q: 3 clusters Score -914950.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -915008.375000 Penalty: 4606.593750
	Iteration 10Q: 3 clusters Score -915008.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -915048.625000 Penalty: 4606.593750
	Iteration 11Q: 3 clusters Score -915048.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -915080.812500 Penalty: 4606.593750
	Iteration 12Q: 3 clusters Score -915080.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -915117.125000 Penalty: 4606.593750
	Iteration 13Q: 3 clusters Score -915117.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -915142.062500 Penalty: 4606.593750
	Iteration 14Q: 3 clusters Score -915142.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -915166.875000 Penalty: 4606.593750
	Iteration 15Q: 3 clusters Score -915166.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -915192.875000 Penalty: 4606.593750
	Iteration 16Q: 3 clusters Score -915192.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -915211.187500 Penalty: 4606.593750
	Iteration 17Q: 3 clusters Score -915211.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -915231.125000 Penalty: 4606.593750
	Iteration 18Q: 3 clusters Score -915231.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -915250.000000 Penalty: 4606.593750
	Iteration 19Q: 3 clusters Score -915250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -915269.687500 Penalty: 4606.593750
	Iteration 20F: 3 clusters Score -915269.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -915286.437500 Penalty: 4606.593750
	Iteration 21Q: 3 clusters Score -915286.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -915299.187500 Penalty: 4606.593750
	Iteration 22Q: 3 clusters Score -915299.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -915310.375000 Penalty: 4606.593750
	Iteration 23Q: 3 clusters Score -915310.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -915318.250000 Penalty: 4606.593750
	Iteration 24Q: 3 clusters Score -915318.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -915319.750000 Penalty: 4606.593750
	Iteration 25Q: 3 clusters Score -915319.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -915329.000000 Penalty: 4606.593750
	Iteration 26Q: 3 clusters Score -915329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -915335.250000 Penalty: 4606.593750
	Iteration 27Q: 3 clusters Score -915335.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -915340.625000 Penalty: 4606.593750
	Iteration 28Q: 3 clusters Score -915340.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -915346.000000 Penalty: 4606.593750
	Iteration 29Q: 3 clusters Score -915346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -915347.187500 Penalty: 4606.593750
	Iteration 30Q: 3 clusters Score -915347.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -915350.562500 Penalty: 4606.593750
	Iteration 31Q: 3 clusters Score -915350.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -915350.375000 Penalty: 4606.593750
	Iteration 32Q: 3 clusters Score -915350.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -915350.000000 Penalty: 4606.593750
	Iteration 33Q: 3 clusters Score -915350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -915349.375000 Penalty: 4606.593750
	Iteration 34Q: 3 clusters Score -915349.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -915350.562500 Penalty: 4606.593750
	Iteration 35Q: 3 clusters Score -915350.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -915350.250000 Penalty: 4606.593750
	Iteration 36Q: 3 clusters Score -915350.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -915354.937500 Penalty: 4606.593750
	Iteration 37Q: 3 clusters Score -915354.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -915353.937500 Penalty: 4606.593750
	Iteration 38Q: 3 clusters Score -915353.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -915356.937500 Penalty: 4606.593750
	Iteration 39Q: 3 clusters Score -915356.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -915361.562500 Penalty: 4606.593750
	Iteration 40F: 3 clusters Score -915361.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -915362.312500 Penalty: 4606.593750
	Iteration 41Q: 3 clusters Score -915362.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -915366.812500 Penalty: 4606.593750
	Iteration 42Q: 3 clusters Score -915366.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -915369.625000 Penalty: 4606.593750
	Iteration 43Q: 3 clusters Score -915369.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -915372.875000 Penalty: 4606.593750
	Iteration 44Q: 3 clusters Score -915372.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -915379.937500 Penalty: 4606.593750
	Iteration 45Q: 3 clusters Score -915379.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -915383.687500 Penalty: 4606.593750
	Iteration 46Q: 3 clusters Score -915383.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -915383.187500 Penalty: 4606.593750
	Iteration 47Q: 3 clusters Score -915383.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -915384.437500 Penalty: 4606.593750
	Iteration 48Q: 3 clusters Score -915384.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -915387.687500 Penalty: 4606.593750
	Iteration 49Q: 3 clusters Score -915387.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -915386.562500 Penalty: 4606.593750
	Iteration 50Q: 3 clusters Score -915386.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -915386.312500 Penalty: 4606.593750
	Iteration 51Q: 3 clusters Score -915386.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -915387.250000 Penalty: 4606.593750
	Iteration 52Q: 3 clusters Score -915387.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -915388.562500 Penalty: 4606.593750
	Iteration 53Q: 3 clusters Score -915388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -915388.125000 Penalty: 4606.593750
	Iteration 54Q: 3 clusters Score -915388.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -915388.125000 Penalty: 4606.593750
	Iteration 55F: 3 clusters Score -915388.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Entering Unmasked Estep 
Score: -623925.062500 Penalty: 2173.252441
	Iteration 0F: 2 clusters Score -623925.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -618530.437500 Penalty: 4346.504883
	Iteration 0F: 3 clusters Score -618530.4 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -619868.812500 Penalty: 4346.504883
	Iteration 1F: 3 clusters Score -619868.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -620087.437500 Penalty: 4346.504883
	Iteration 2F: 3 clusters Score -620087.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -620242.437500 Penalty: 4346.504883
	Iteration 3Q: 3 clusters Score -620242.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -620357.375000 Penalty: 4346.504883
	Iteration 4Q: 3 clusters Score -620357.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -620452.750000 Penalty: 4346.504883
	Iteration 5Q: 3 clusters Score -620452.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -620524.875000 Penalty: 4346.504883
	Iteration 6Q: 3 clusters Score -620524.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -620587.687500 Penalty: 4346.504883
	Iteration 7Q: 3 clusters Score -620587.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -620635.375000 Penalty: 4346.504883
	Iteration 8Q: 3 clusters Score -620635.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -620670.562500 Penalty: 4346.504883
	Iteration 9Q: 3 clusters Score -620670.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -620704.875000 Penalty: 4346.504883
	Iteration 10Q: 3 clusters Score -620704.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -620747.500000 Penalty: 4346.504883
	Iteration 11Q: 3 clusters Score -620747.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -620796.625000 Penalty: 4346.504883
	Iteration 12Q: 3 clusters Score -620796.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -620854.687500 Penalty: 4346.504883
	Iteration 13Q: 3 clusters Score -620854.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -620910.625000 Penalty: 4346.504883
	Iteration 14Q: 3 clusters Score -620910.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -620971.437500 Penalty: 4346.504883
	Iteration 15Q: 3 clusters Score -620971.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -621020.812500 Penalty: 4346.504883
	Iteration 16Q: 3 clusters Score -621020.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -621076.562500 Penalty: 4346.504883
	Iteration 17Q: 3 clusters Score -621076.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -621142.375000 Penalty: 4346.504883
	Iteration 18Q: 3 clusters Score -621142.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -621209.187500 Penalty: 4346.504883
	Iteration 19Q: 3 clusters Score -621209.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -621268.687500 Penalty: 4346.504883
	Iteration 20F: 3 clusters Score -621268.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -621348.250000 Penalty: 4346.504883
	Iteration 21Q: 3 clusters Score -621348.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -621427.250000 Penalty: 4346.504883
	Iteration 22Q: 3 clusters Score -621427.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -621508.375000 Penalty: 4346.504883
	Iteration 23Q: 3 clusters Score -621508.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -621585.375000 Penalty: 4346.504883
	Iteration 24Q: 3 clusters Score -621585.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -621659.937500 Penalty: 4346.504883
	Iteration 25Q: 3 clusters Score -621659.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -621725.437500 Penalty: 4346.504883
	Iteration 26Q: 3 clusters Score -621725.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -621780.625000 Penalty: 4346.504883
	Iteration 27Q: 3 clusters Score -621780.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -621832.250000 Penalty: 4346.504883
	Iteration 28Q: 3 clusters Score -621832.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -621885.062500 Penalty: 4346.504883
	Iteration 29Q: 3 clusters Score -621885.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -621930.625000 Penalty: 4346.504883
	Iteration 30Q: 3 clusters Score -621930.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -621959.125000 Penalty: 4346.504883
	Iteration 31Q: 3 clusters Score -621959.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -621979.500000 Penalty: 4346.504883
	Iteration 32Q: 3 clusters Score -621979.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -622000.312500 Penalty: 4346.504883
	Iteration 33Q: 3 clusters Score -622000.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -622019.437500 Penalty: 4346.504883
	Iteration 34Q: 3 clusters Score -622019.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -622029.500000 Penalty: 4346.504883
	Iteration 35Q: 3 clusters Score -622029.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -622035.062500 Penalty: 4346.504883
	Iteration 36Q: 3 clusters Score -622035.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -622037.812500 Penalty: 4346.504883
	Iteration 37Q: 3 clusters Score -622037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -622037.625000 Penalty: 4346.504883
	Iteration 38Q: 3 clusters Score -622037.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -622037.625000 Penalty: 4346.504883
	Iteration 39F: 3 clusters Score -622037.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -214763.812500 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -214763.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -211934.984375 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -211935 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -212449.359375 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -212449.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -212594.765625 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -212594.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -212666.296875 Penalty: 3836.558105
	Iteration 3Q: 3 clusters Score -212666.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -212716.093750 Penalty: 3836.558105
	Iteration 4Q: 3 clusters Score -212716.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -212765.000000 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -212765 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -212804.031250 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -212804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -212830.218750 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -212830.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -212856.437500 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -212856.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -212876.453125 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -212876.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -212891.546875 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -212891.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -212901.796875 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -212901.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -212908.125000 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -212908.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -212914.796875 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -212914.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -212920.781250 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -212920.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -212924.937500 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -212924.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -212929.468750 Penalty: 3836.558105
	Iteration 16Q: 3 clusters Score -212929.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -212935.203125 Penalty: 3836.558105
	Iteration 17Q: 3 clusters Score -212935.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -212941.171875 Penalty: 3836.558105
	Iteration 18Q: 3 clusters Score -212941.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -212948.468750 Penalty: 3836.558105
	Iteration 19Q: 3 clusters Score -212948.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -212957.187500 Penalty: 3836.558105
	Iteration 20F: 3 clusters Score -212957.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -212960.843750 Penalty: 3836.558105
	Iteration 21Q: 3 clusters Score -212960.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -212966.093750 Penalty: 3836.558105
	Iteration 22Q: 3 clusters Score -212966.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -212970.453125 Penalty: 3836.558105
	Iteration 23Q: 3 clusters Score -212970.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -212974.250000 Penalty: 3836.558105
	Iteration 24Q: 3 clusters Score -212974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -212974.281250 Penalty: 3836.558105
	Iteration 25Q: 3 clusters Score -212974.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -212974.281250 Penalty: 3836.558105
	Iteration 26F: 3 clusters Score -212974.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 9282 members 
Mstep: Class 3 contains 13713 members 
Mstep: Class 4 contains 8728 members 
Mstep: Class 5 contains 22726 members 
Mstep: Class 6 contains 132853 members 
Mstep: Class 7 contains 64797 members 
Mstep: Class 8 contains 11021 members 
Mstep: Class 9 contains 20993 members 
Mstep: Class 10 contains 3324 members 
Mstep: Class 11 contains 10303 members 
Mstep: Class 12 contains 24242 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 24954 members 
Mstep: Class 15 contains 218379 members 
Mstep: Class 16 contains 304400 members 
Mstep: Class 17 contains 28300 members 
Mstep: Class 18 contains 225491 members 
Mstep: Class 19 contains 101114 members 
Mstep: Class 20 contains 12679 members 
Mstep: Class 21 contains 222971 members 
Mstep: Class 22 contains 37952 members 
Mstep: Class 23 contains 15442 members 
Mstep: Class 24 contains 5475 members 
Mstep: Class 25 contains 23472 members 
Mstep: Class 26 contains 11842 members 
Mstep: Class 27 contains 12586 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 13393 members 
Mstep: Class 30 contains 5396 members 
Mstep: Class 31 contains 8527 members 
Mstep: Class 32 contains 14925 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6157 members 
Mstep: Class 35 contains 10248 members 
Mstep: Class 36 contains 10802 members 
Mstep: Class 37 contains 6394 members 
Mstep: Class 38 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712496.000000 Penalty: 135041.625000
Iteration 159Q: 39 clusters Score -1.577125e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 9280 members 
Mstep: Class 3 contains 13700 members 
Mstep: Class 4 contains 8728 members 
Mstep: Class 5 contains 22732 members 
Mstep: Class 6 contains 132786 members 
Mstep: Class 7 contains 64802 members 
Mstep: Class 8 contains 11019 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3338 members 
Mstep: Class 11 contains 10304 members 
Mstep: Class 12 contains 24253 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 24910 members 
Mstep: Class 15 contains 218376 members 
Mstep: Class 16 contains 304410 members 
Mstep: Class 17 contains 28319 members 
Mstep: Class 18 contains 225492 members 
Mstep: Class 19 contains 101111 members 
Mstep: Class 20 contains 12680 members 
Mstep: Class 21 contains 222944 members 
Mstep: Class 22 contains 37950 members 
Mstep: Class 23 contains 15441 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 23481 members 
Mstep: Class 26 contains 11842 members 
Mstep: Class 27 contains 12563 members 
Mstep: Class 28 contains 11939 members 
Mstep: Class 29 contains 13481 members 
Mstep: Class 30 contains 5405 members 
Mstep: Class 31 contains 8528 members 
Mstep: Class 32 contains 14921 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6157 members 
Mstep: Class 35 contains 10260 members 
Mstep: Class 36 contains 10797 members 
Mstep: Class 37 contains 6394 members 
Mstep: Class 38 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712672.000000 Penalty: 135041.625000
Iteration 160F: 39 clusters Score -1.577127e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9278 members 
Mstep: Class 3 contains 13692 members 
Mstep: Class 4 contains 8729 members 
Mstep: Class 5 contains 22734 members 
Mstep: Class 6 contains 132729 members 
Mstep: Class 7 contains 64801 members 
Mstep: Class 8 contains 11021 members 
Mstep: Class 9 contains 20996 members 
Mstep: Class 10 contains 3355 members 
Mstep: Class 11 contains 10307 members 
Mstep: Class 12 contains 24267 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 24852 members 
Mstep: Class 15 contains 218376 members 
Mstep: Class 16 contains 304404 members 
Mstep: Class 17 contains 28341 members 
Mstep: Class 18 contains 225493 members 
Mstep: Class 19 contains 101114 members 
Mstep: Class 20 contains 12683 members 
Mstep: Class 21 contains 222907 members 
Mstep: Class 22 contains 37954 members 
Mstep: Class 23 contains 15442 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 23498 members 
Mstep: Class 26 contains 11841 members 
Mstep: Class 27 contains 12543 members 
Mstep: Class 28 contains 11940 members 
Mstep: Class 29 contains 13568 members 
Mstep: Class 30 contains 5407 members 
Mstep: Class 31 contains 8528 members 
Mstep: Class 32 contains 14915 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6156 members 
Mstep: Class 35 contains 10272 members 
Mstep: Class 36 contains 10794 members 
Mstep: Class 37 contains 6392 members 
Mstep: Class 38 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157712928.000000 Penalty: 135041.625000
Iteration 161Q: 39 clusters Score -1.577129e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9281 members 
Mstep: Class 3 contains 13686 members 
Mstep: Class 4 contains 8727 members 
Mstep: Class 5 contains 22731 members 
Mstep: Class 6 contains 132657 members 
Mstep: Class 7 contains 64800 members 
Mstep: Class 8 contains 11022 members 
Mstep: Class 9 contains 20997 members 
Mstep: Class 10 contains 3368 members 
Mstep: Class 11 contains 10309 members 
Mstep: Class 12 contains 24276 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 24803 members 
Mstep: Class 15 contains 218375 members 
Mstep: Class 16 contains 304402 members 
Mstep: Class 17 contains 28370 members 
Mstep: Class 18 contains 225495 members 
Mstep: Class 19 contains 101121 members 
Mstep: Class 20 contains 12681 members 
Mstep: Class 21 contains 222870 members 
Mstep: Class 22 contains 37958 members 
Mstep: Class 23 contains 15444 members 
Mstep: Class 24 contains 5465 members 
Mstep: Class 25 contains 23511 members 
Mstep: Class 26 contains 11841 members 
Mstep: Class 27 contains 12531 members 
Mstep: Class 28 contains 11942 members 
Mstep: Class 29 contains 13667 members 
Mstep: Class 30 contains 5408 members 
Mstep: Class 31 contains 8527 members 
Mstep: Class 32 contains 14906 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6156 members 
Mstep: Class 35 contains 10281 members 
Mstep: Class 36 contains 10789 members 
Mstep: Class 37 contains 6396 members 
Mstep: Class 38 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713008.000000 Penalty: 135041.625000
Iteration 162Q: 39 clusters Score -1.57713e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 9282 members 
Mstep: Class 3 contains 13680 members 
Mstep: Class 4 contains 8723 members 
Mstep: Class 5 contains 22730 members 
Mstep: Class 6 contains 132569 members 
Mstep: Class 7 contains 64804 members 
Mstep: Class 8 contains 11014 members 
Mstep: Class 9 contains 20997 members 
Mstep: Class 10 contains 3385 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24281 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 24752 members 
Mstep: Class 15 contains 218371 members 
Mstep: Class 16 contains 304409 members 
Mstep: Class 17 contains 28403 members 
Mstep: Class 18 contains 225501 members 
Mstep: Class 19 contains 101128 members 
Mstep: Class 20 contains 12680 members 
Mstep: Class 21 contains 222818 members 
Mstep: Class 22 contains 37962 members 
Mstep: Class 23 contains 15447 members 
Mstep: Class 24 contains 5461 members 
Mstep: Class 25 contains 23543 members 
Mstep: Class 26 contains 11843 members 
Mstep: Class 27 contains 12522 members 
Mstep: Class 28 contains 11940 members 
Mstep: Class 29 contains 13773 members 
Mstep: Class 30 contains 5410 members 
Mstep: Class 31 contains 8525 members 
Mstep: Class 32 contains 14896 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6156 members 
Mstep: Class 35 contains 10294 members 
Mstep: Class 36 contains 10780 members 
Mstep: Class 37 contains 6396 members 
Mstep: Class 38 contains 2290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713296.000000 Penalty: 135041.625000
Iteration 163Q: 39 clusters Score -1.577133e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9279 members 
Mstep: Class 3 contains 13668 members 
Mstep: Class 4 contains 8720 members 
Mstep: Class 5 contains 22736 members 
Mstep: Class 6 contains 132484 members 
Mstep: Class 7 contains 64802 members 
Mstep: Class 8 contains 11007 members 
Mstep: Class 9 contains 20997 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 11 contains 10309 members 
Mstep: Class 12 contains 24288 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 24682 members 
Mstep: Class 15 contains 218371 members 
Mstep: Class 16 contains 304411 members 
Mstep: Class 17 contains 28434 members 
Mstep: Class 18 contains 225506 members 
Mstep: Class 19 contains 101126 members 
Mstep: Class 20 contains 12685 members 
Mstep: Class 21 contains 222791 members 
Mstep: Class 22 contains 37960 members 
Mstep: Class 23 contains 15444 members 
Mstep: Class 24 contains 5463 members 
Mstep: Class 25 contains 23559 members 
Mstep: Class 26 contains 11844 members 
Mstep: Class 27 contains 12516 members 
Mstep: Class 28 contains 11940 members 
Mstep: Class 29 contains 13896 members 
Mstep: Class 30 contains 5414 members 
Mstep: Class 31 contains 8526 members 
Mstep: Class 32 contains 14882 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6155 members 
Mstep: Class 35 contains 10305 members 
Mstep: Class 36 contains 10770 members 
Mstep: Class 37 contains 6401 members 
Mstep: Class 38 contains 2292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713536.000000 Penalty: 135041.625000
Iteration 164Q: 39 clusters Score -1.577135e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9281 members 
Mstep: Class 3 contains 13660 members 
Mstep: Class 4 contains 8720 members 
Mstep: Class 5 contains 22741 members 
Mstep: Class 6 contains 132397 members 
Mstep: Class 7 contains 64802 members 
Mstep: Class 8 contains 11000 members 
Mstep: Class 9 contains 20996 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 10307 members 
Mstep: Class 12 contains 24299 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 24633 members 
Mstep: Class 15 contains 218369 members 
Mstep: Class 16 contains 304416 members 
Mstep: Class 17 contains 28461 members 
Mstep: Class 18 contains 225508 members 
Mstep: Class 19 contains 101114 members 
Mstep: Class 20 contains 12692 members 
Mstep: Class 21 contains 222768 members 
Mstep: Class 22 contains 37960 members 
Mstep: Class 23 contains 15440 members 
Mstep: Class 24 contains 5461 members 
Mstep: Class 25 contains 23579 members 
Mstep: Class 26 contains 11843 members 
Mstep: Class 27 contains 12508 members 
Mstep: Class 28 contains 11939 members 
Mstep: Class 29 contains 14026 members 
Mstep: Class 30 contains 5419 members 
Mstep: Class 31 contains 8526 members 
Mstep: Class 32 contains 14866 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6151 members 
Mstep: Class 35 contains 10302 members 
Mstep: Class 36 contains 10772 members 
Mstep: Class 37 contains 6397 members 
Mstep: Class 38 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713488.000000 Penalty: 135041.625000
Iteration 165Q: 39 clusters Score -1.577135e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9280 members 
Mstep: Class 3 contains 13654 members 
Mstep: Class 4 contains 8724 members 
Mstep: Class 5 contains 22747 members 
Mstep: Class 6 contains 132305 members 
Mstep: Class 7 contains 64798 members 
Mstep: Class 8 contains 10997 members 
Mstep: Class 9 contains 20996 members 
Mstep: Class 10 contains 3418 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 24307 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 24565 members 
Mstep: Class 15 contains 218377 members 
Mstep: Class 16 contains 304412 members 
Mstep: Class 17 contains 28487 members 
Mstep: Class 18 contains 225509 members 
Mstep: Class 19 contains 101105 members 
Mstep: Class 20 contains 12699 members 
Mstep: Class 21 contains 222738 members 
Mstep: Class 22 contains 37960 members 
Mstep: Class 23 contains 15442 members 
Mstep: Class 24 contains 5461 members 
Mstep: Class 25 contains 23605 members 
Mstep: Class 26 contains 11843 members 
Mstep: Class 27 contains 12505 members 
Mstep: Class 28 contains 11936 members 
Mstep: Class 29 contains 14180 members 
Mstep: Class 30 contains 5427 members 
Mstep: Class 31 contains 8526 members 
Mstep: Class 32 contains 14852 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 6149 members 
Mstep: Class 35 contains 10295 members 
Mstep: Class 36 contains 10767 members 
Mstep: Class 37 contains 6392 members 
Mstep: Class 38 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157713808.000000 Penalty: 135041.625000
Iteration 166Q: 39 clusters Score -1.577138e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9278 members 
Mstep: Class 3 contains 13645 members 
Mstep: Class 4 contains 8727 members 
Mstep: Class 5 contains 22750 members 
Mstep: Class 6 contains 132212 members 
Mstep: Class 7 contains 64797 members 
Mstep: Class 8 contains 11002 members 
Mstep: Class 9 contains 20996 members 
Mstep: Class 10 contains 3424 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 24327 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 24498 members 
Mstep: Class 15 contains 218377 members 
Mstep: Class 16 contains 304417 members 
Mstep: Class 17 contains 28512 members 
Mstep: Class 18 contains 225510 members 
Mstep: Class 19 contains 101103 members 
Mstep: Class 20 contains 12699 members 
Mstep: Class 21 contains 222707 members 
Mstep: Class 22 contains 37961 members 
Mstep: Class 23 contains 15441 members 
Mstep: Class 24 contains 5461 members 
Mstep: Class 25 contains 23616 members 
Mstep: Class 26 contains 11843 members 
Mstep: Class 27 contains 12499 members 
Mstep: Class 28 contains 11935 members 
Mstep: Class 29 contains 14342 members 
Mstep: Class 30 contains 5432 members 
Mstep: Class 31 contains 8526 members 
Mstep: Class 32 contains 14837 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6149 members 
Mstep: Class 35 contains 10284 members 
Mstep: Class 36 contains 10755 members 
Mstep: Class 37 contains 6393 members 
Mstep: Class 38 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714112.000000 Penalty: 135041.625000
Iteration 167Q: 39 clusters Score -1.577141e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 9279 members 
Mstep: Class 3 contains 13639 members 
Mstep: Class 4 contains 8727 members 
Mstep: Class 5 contains 22751 members 
Mstep: Class 6 contains 132117 members 
Mstep: Class 7 contains 64802 members 
Mstep: Class 8 contains 11006 members 
Mstep: Class 9 contains 20996 members 
Mstep: Class 10 contains 3437 members 
Mstep: Class 11 contains 10303 members 
Mstep: Class 12 contains 24360 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 24436 members 
Mstep: Class 15 contains 218376 members 
Mstep: Class 16 contains 304423 members 
Mstep: Class 17 contains 28551 members 
Mstep: Class 18 contains 225510 members 
Mstep: Class 19 contains 101100 members 
Mstep: Class 20 contains 12698 members 
Mstep: Class 21 contains 222677 members 
Mstep: Class 22 contains 37956 members 
Mstep: Class 23 contains 15442 members 
Mstep: Class 24 contains 5457 members 
Mstep: Class 25 contains 23632 members 
Mstep: Class 26 contains 11843 members 
Mstep: Class 27 contains 12492 members 
Mstep: Class 28 contains 11936 members 
Mstep: Class 29 contains 14463 members 
Mstep: Class 30 contains 5437 members 
Mstep: Class 31 contains 8526 members 
Mstep: Class 32 contains 14819 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6148 members 
Mstep: Class 35 contains 10273 members 
Mstep: Class 36 contains 10749 members 
Mstep: Class 37 contains 6395 members 
Mstep: Class 38 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714096.000000 Penalty: 135041.625000
Iteration 168Q: 39 clusters Score -1.577141e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 9279 members 
Mstep: Class 3 contains 13634 members 
Mstep: Class 4 contains 8727 members 
Mstep: Class 5 contains 22755 members 
Mstep: Class 6 contains 132026 members 
Mstep: Class 7 contains 64808 members 
Mstep: Class 8 contains 11005 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3450 members 
Mstep: Class 11 contains 10302 members 
Mstep: Class 12 contains 24369 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 24364 members 
Mstep: Class 15 contains 218375 members 
Mstep: Class 16 contains 304429 members 
Mstep: Class 17 contains 28581 members 
Mstep: Class 18 contains 225508 members 
Mstep: Class 19 contains 101102 members 
Mstep: Class 20 contains 12690 members 
Mstep: Class 21 contains 222653 members 
Mstep: Class 22 contains 37955 members 
Mstep: Class 23 contains 15440 members 
Mstep: Class 24 contains 5455 members 
Mstep: Class 25 contains 23650 members 
Mstep: Class 26 contains 11844 members 
Mstep: Class 27 contains 12483 members 
Mstep: Class 28 contains 11936 members 
Mstep: Class 29 contains 14585 members 
Mstep: Class 30 contains 5446 members 
Mstep: Class 31 contains 8526 members 
Mstep: Class 32 contains 14807 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6149 members 
Mstep: Class 35 contains 10283 members 
Mstep: Class 36 contains 10743 members 
Mstep: Class 37 contains 6398 members 
Mstep: Class 38 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714128.000000 Penalty: 135041.625000
Iteration 169Q: 39 clusters Score -1.577141e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 9280 members 
Mstep: Class 3 contains 13627 members 
Mstep: Class 4 contains 8725 members 
Mstep: Class 5 contains 22755 members 
Mstep: Class 6 contains 131931 members 
Mstep: Class 7 contains 64810 members 
Mstep: Class 8 contains 11004 members 
Mstep: Class 9 contains 20996 members 
Mstep: Class 10 contains 3463 members 
Mstep: Class 11 contains 10302 members 
Mstep: Class 12 contains 24371 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 24301 members 
Mstep: Class 15 contains 218374 members 
Mstep: Class 16 contains 304430 members 
Mstep: Class 17 contains 28600 members 
Mstep: Class 18 contains 225512 members 
Mstep: Class 19 contains 101093 members 
Mstep: Class 20 contains 12690 members 
Mstep: Class 21 contains 222633 members 
Mstep: Class 22 contains 37959 members 
Mstep: Class 23 contains 15439 members 
Mstep: Class 24 contains 5454 members 
Mstep: Class 25 contains 23651 members 
Mstep: Class 26 contains 11845 members 
Mstep: Class 27 contains 12480 members 
Mstep: Class 28 contains 11936 members 
Mstep: Class 29 contains 14721 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 8526 members 
Mstep: Class 32 contains 14801 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6150 members 
Mstep: Class 35 contains 10295 members 
Mstep: Class 36 contains 10741 members 
Mstep: Class 37 contains 6398 members 
Mstep: Class 38 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714304.000000 Penalty: 135041.625000
Iteration 170Q: 39 clusters Score -1.577143e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 9279 members 
Mstep: Class 3 contains 13620 members 
Mstep: Class 4 contains 8726 members 
Mstep: Class 5 contains 22755 members 
Mstep: Class 6 contains 131825 members 
Mstep: Class 7 contains 64817 members 
Mstep: Class 8 contains 11002 members 
Mstep: Class 9 contains 20996 members 
Mstep: Class 10 contains 3472 members 
Mstep: Class 11 contains 10301 members 
Mstep: Class 12 contains 24380 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 24242 members 
Mstep: Class 15 contains 218377 members 
Mstep: Class 16 contains 304429 members 
Mstep: Class 17 contains 28632 members 
Mstep: Class 18 contains 225513 members 
Mstep: Class 19 contains 101093 members 
Mstep: Class 20 contains 12691 members 
Mstep: Class 21 contains 222599 members 
Mstep: Class 22 contains 37953 members 
Mstep: Class 23 contains 15430 members 
Mstep: Class 24 contains 5453 members 
Mstep: Class 25 contains 23676 members 
Mstep: Class 26 contains 11847 members 
Mstep: Class 27 contains 12476 members 
Mstep: Class 28 contains 11937 members 
Mstep: Class 29 contains 14837 members 
Mstep: Class 30 contains 5464 members 
Mstep: Class 31 contains 8526 members 
Mstep: Class 32 contains 14794 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6149 members 
Mstep: Class 35 contains 10309 members 
Mstep: Class 36 contains 10740 members 
Mstep: Class 37 contains 6400 members 
Mstep: Class 38 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714400.000000 Penalty: 135041.625000
Iteration 171Q: 39 clusters Score -1.577144e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 9279 members 
Mstep: Class 3 contains 13612 members 
Mstep: Class 4 contains 8730 members 
Mstep: Class 5 contains 22752 members 
Mstep: Class 6 contains 131758 members 
Mstep: Class 7 contains 64814 members 
Mstep: Class 8 contains 11001 members 
Mstep: Class 9 contains 20997 members 
Mstep: Class 10 contains 3492 members 
Mstep: Class 11 contains 10301 members 
Mstep: Class 12 contains 24405 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 24187 members 
Mstep: Class 15 contains 218377 members 
Mstep: Class 16 contains 304429 members 
Mstep: Class 17 contains 28647 members 
Mstep: Class 18 contains 225513 members 
Mstep: Class 19 contains 101087 members 
Mstep: Class 20 contains 12694 members 
Mstep: Class 21 contains 222567 members 
Mstep: Class 22 contains 37951 members 
Mstep: Class 23 contains 15425 members 
Mstep: Class 24 contains 5452 members 
Mstep: Class 25 contains 23698 members 
Mstep: Class 26 contains 11847 members 
Mstep: Class 27 contains 12470 members 
Mstep: Class 28 contains 11937 members 
Mstep: Class 29 contains 14929 members 
Mstep: Class 30 contains 5475 members 
Mstep: Class 31 contains 8526 members 
Mstep: Class 32 contains 14784 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6148 members 
Mstep: Class 35 contains 10307 members 
Mstep: Class 36 contains 10737 members 
Mstep: Class 37 contains 6402 members 
Mstep: Class 38 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714432.000000 Penalty: 135041.625000
Iteration 172Q: 39 clusters Score -1.577144e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9278 members 
Mstep: Class 3 contains 13604 members 
Mstep: Class 4 contains 8732 members 
Mstep: Class 5 contains 22753 members 
Mstep: Class 6 contains 131682 members 
Mstep: Class 7 contains 64817 members 
Mstep: Class 8 contains 11003 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3510 members 
Mstep: Class 11 contains 10302 members 
Mstep: Class 12 contains 24412 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 24172 members 
Mstep: Class 15 contains 218374 members 
Mstep: Class 16 contains 304425 members 
Mstep: Class 17 contains 28676 members 
Mstep: Class 18 contains 225515 members 
Mstep: Class 19 contains 101087 members 
Mstep: Class 20 contains 12695 members 
Mstep: Class 21 contains 222536 members 
Mstep: Class 22 contains 37939 members 
Mstep: Class 23 contains 15424 members 
Mstep: Class 24 contains 5453 members 
Mstep: Class 25 contains 23719 members 
Mstep: Class 26 contains 11846 members 
Mstep: Class 27 contains 12457 members 
Mstep: Class 28 contains 11936 members 
Mstep: Class 29 contains 14992 members 
Mstep: Class 30 contains 5479 members 
Mstep: Class 31 contains 8524 members 
Mstep: Class 32 contains 14774 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6149 members 
Mstep: Class 35 contains 10320 members 
Mstep: Class 36 contains 10734 members 
Mstep: Class 37 contains 6407 members 
Mstep: Class 38 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714432.000000 Penalty: 135041.625000
Iteration 173Q: 39 clusters Score -1.577144e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 13597 members 
Mstep: Class 4 contains 8735 members 
Mstep: Class 5 contains 22754 members 
Mstep: Class 6 contains 131624 members 
Mstep: Class 7 contains 64819 members 
Mstep: Class 8 contains 11001 members 
Mstep: Class 9 contains 20993 members 
Mstep: Class 10 contains 3524 members 
Mstep: Class 11 contains 10302 members 
Mstep: Class 12 contains 24422 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 24153 members 
Mstep: Class 15 contains 218375 members 
Mstep: Class 16 contains 304420 members 
Mstep: Class 17 contains 28707 members 
Mstep: Class 18 contains 225522 members 
Mstep: Class 19 contains 101080 members 
Mstep: Class 20 contains 12695 members 
Mstep: Class 21 contains 222517 members 
Mstep: Class 22 contains 37921 members 
Mstep: Class 23 contains 15421 members 
Mstep: Class 24 contains 5452 members 
Mstep: Class 25 contains 23740 members 
Mstep: Class 26 contains 11846 members 
Mstep: Class 27 contains 12445 members 
Mstep: Class 28 contains 11935 members 
Mstep: Class 29 contains 15035 members 
Mstep: Class 30 contains 5488 members 
Mstep: Class 31 contains 8523 members 
Mstep: Class 32 contains 14773 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6149 members 
Mstep: Class 35 contains 10321 members 
Mstep: Class 36 contains 10733 members 
Mstep: Class 37 contains 6411 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714496.000000 Penalty: 135041.625000
Iteration 174Q: 39 clusters Score -1.577145e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 9278 members 
Mstep: Class 3 contains 13588 members 
Mstep: Class 4 contains 8738 members 
Mstep: Class 5 contains 22753 members 
Mstep: Class 6 contains 131570 members 
Mstep: Class 7 contains 64821 members 
Mstep: Class 8 contains 11000 members 
Mstep: Class 9 contains 20991 members 
Mstep: Class 10 contains 3534 members 
Mstep: Class 11 contains 10302 members 
Mstep: Class 12 contains 24442 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 24151 members 
Mstep: Class 15 contains 218377 members 
Mstep: Class 16 contains 304421 members 
Mstep: Class 17 contains 28734 members 
Mstep: Class 18 contains 225526 members 
Mstep: Class 19 contains 101077 members 
Mstep: Class 20 contains 12696 members 
Mstep: Class 21 contains 222476 members 
Mstep: Class 22 contains 37909 members 
Mstep: Class 23 contains 15416 members 
Mstep: Class 24 contains 5451 members 
Mstep: Class 25 contains 23753 members 
Mstep: Class 26 contains 11844 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 11935 members 
Mstep: Class 29 contains 15067 members 
Mstep: Class 30 contains 5497 members 
Mstep: Class 31 contains 8523 members 
Mstep: Class 32 contains 14774 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6148 members 
Mstep: Class 35 contains 10331 members 
Mstep: Class 36 contains 10729 members 
Mstep: Class 37 contains 6408 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714432.000000 Penalty: 135041.625000
Iteration 175Q: 39 clusters Score -1.577144e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9278 members 
Mstep: Class 3 contains 13581 members 
Mstep: Class 4 contains 8739 members 
Mstep: Class 5 contains 22750 members 
Mstep: Class 6 contains 131541 members 
Mstep: Class 7 contains 64820 members 
Mstep: Class 8 contains 10998 members 
Mstep: Class 9 contains 20991 members 
Mstep: Class 10 contains 3557 members 
Mstep: Class 11 contains 10303 members 
Mstep: Class 12 contains 24457 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 24150 members 
Mstep: Class 15 contains 218376 members 
Mstep: Class 16 contains 304420 members 
Mstep: Class 17 contains 28751 members 
Mstep: Class 18 contains 225527 members 
Mstep: Class 19 contains 101078 members 
Mstep: Class 20 contains 12697 members 
Mstep: Class 21 contains 222431 members 
Mstep: Class 22 contains 37903 members 
Mstep: Class 23 contains 15414 members 
Mstep: Class 24 contains 5451 members 
Mstep: Class 25 contains 23765 members 
Mstep: Class 26 contains 11841 members 
Mstep: Class 27 contains 12428 members 
Mstep: Class 28 contains 11934 members 
Mstep: Class 29 contains 15098 members 
Mstep: Class 30 contains 5501 members 
Mstep: Class 31 contains 8523 members 
Mstep: Class 32 contains 14772 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6148 members 
Mstep: Class 35 contains 10332 members 
Mstep: Class 36 contains 10724 members 
Mstep: Class 37 contains 6408 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714416.000000 Penalty: 135041.625000
Iteration 176Q: 39 clusters Score -1.577144e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 9280 members 
Mstep: Class 3 contains 13569 members 
Mstep: Class 4 contains 8740 members 
Mstep: Class 5 contains 22750 members 
Mstep: Class 6 contains 131520 members 
Mstep: Class 7 contains 64820 members 
Mstep: Class 8 contains 10998 members 
Mstep: Class 9 contains 20991 members 
Mstep: Class 10 contains 3576 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 24471 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 24161 members 
Mstep: Class 15 contains 218377 members 
Mstep: Class 16 contains 304417 members 
Mstep: Class 17 contains 28759 members 
Mstep: Class 18 contains 225527 members 
Mstep: Class 19 contains 101071 members 
Mstep: Class 20 contains 12698 members 
Mstep: Class 21 contains 222404 members 
Mstep: Class 22 contains 37894 members 
Mstep: Class 23 contains 15409 members 
Mstep: Class 24 contains 5450 members 
Mstep: Class 25 contains 23772 members 
Mstep: Class 26 contains 11843 members 
Mstep: Class 27 contains 12413 members 
Mstep: Class 28 contains 11936 members 
Mstep: Class 29 contains 15111 members 
Mstep: Class 30 contains 5507 members 
Mstep: Class 31 contains 8523 members 
Mstep: Class 32 contains 14769 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6147 members 
Mstep: Class 35 contains 10334 members 
Mstep: Class 36 contains 10723 members 
Mstep: Class 37 contains 6409 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714336.000000 Penalty: 135041.625000
Iteration 177Q: 39 clusters Score -1.577143e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 9282 members 
Mstep: Class 3 contains 13557 members 
Mstep: Class 4 contains 8740 members 
Mstep: Class 5 contains 22751 members 
Mstep: Class 6 contains 131487 members 
Mstep: Class 7 contains 64820 members 
Mstep: Class 8 contains 10999 members 
Mstep: Class 9 contains 20990 members 
Mstep: Class 10 contains 3585 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 24479 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 24178 members 
Mstep: Class 15 contains 218378 members 
Mstep: Class 16 contains 304421 members 
Mstep: Class 17 contains 28770 members 
Mstep: Class 18 contains 225528 members 
Mstep: Class 19 contains 101066 members 
Mstep: Class 20 contains 12699 members 
Mstep: Class 21 contains 222391 members 
Mstep: Class 22 contains 37880 members 
Mstep: Class 23 contains 15407 members 
Mstep: Class 24 contains 5447 members 
Mstep: Class 25 contains 23791 members 
Mstep: Class 26 contains 11843 members 
Mstep: Class 27 contains 12399 members 
Mstep: Class 28 contains 11936 members 
Mstep: Class 29 contains 15117 members 
Mstep: Class 30 contains 5511 members 
Mstep: Class 31 contains 8523 members 
Mstep: Class 32 contains 14771 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6148 members 
Mstep: Class 35 contains 10335 members 
Mstep: Class 36 contains 10719 members 
Mstep: Class 37 contains 6410 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714320.000000 Penalty: 135041.625000
Iteration 178Q: 39 clusters Score -1.577143e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 9282 members 
Mstep: Class 3 contains 13548 members 
Mstep: Class 4 contains 8741 members 
Mstep: Class 5 contains 22753 members 
Mstep: Class 6 contains 131469 members 
Mstep: Class 7 contains 64820 members 
Mstep: Class 8 contains 10998 members 
Mstep: Class 9 contains 20990 members 
Mstep: Class 10 contains 3598 members 
Mstep: Class 11 contains 10304 members 
Mstep: Class 12 contains 24482 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 24183 members 
Mstep: Class 15 contains 218377 members 
Mstep: Class 16 contains 304420 members 
Mstep: Class 17 contains 28788 members 
Mstep: Class 18 contains 225529 members 
Mstep: Class 19 contains 101066 members 
Mstep: Class 20 contains 12700 members 
Mstep: Class 21 contains 222373 members 
Mstep: Class 22 contains 37868 members 
Mstep: Class 23 contains 15404 members 
Mstep: Class 24 contains 5442 members 
Mstep: Class 25 contains 23815 members 
Mstep: Class 26 contains 11844 members 
Mstep: Class 27 contains 12388 members 
Mstep: Class 28 contains 11936 members 
Mstep: Class 29 contains 15117 members 
Mstep: Class 30 contains 5513 members 
Mstep: Class 31 contains 8524 members 
Mstep: Class 32 contains 14770 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6148 members 
Mstep: Class 35 contains 10335 members 
Mstep: Class 36 contains 10717 members 
Mstep: Class 37 contains 6411 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714272.000000 Penalty: 135041.625000
Iteration 179Q: 39 clusters Score -1.577143e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 13542 members 
Mstep: Class 4 contains 8742 members 
Mstep: Class 5 contains 22756 members 
Mstep: Class 6 contains 131452 members 
Mstep: Class 7 contains 64820 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20989 members 
Mstep: Class 10 contains 3608 members 
Mstep: Class 11 contains 10304 members 
Mstep: Class 12 contains 24484 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 24199 members 
Mstep: Class 15 contains 218378 members 
Mstep: Class 16 contains 304418 members 
Mstep: Class 17 contains 28800 members 
Mstep: Class 18 contains 225530 members 
Mstep: Class 19 contains 101066 members 
Mstep: Class 20 contains 12704 members 
Mstep: Class 21 contains 222353 members 
Mstep: Class 22 contains 37854 members 
Mstep: Class 23 contains 15403 members 
Mstep: Class 24 contains 5433 members 
Mstep: Class 25 contains 23847 members 
Mstep: Class 26 contains 11842 members 
Mstep: Class 27 contains 12370 members 
Mstep: Class 28 contains 11933 members 
Mstep: Class 29 contains 15121 members 
Mstep: Class 30 contains 5518 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 14771 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6147 members 
Mstep: Class 35 contains 10334 members 
Mstep: Class 36 contains 10717 members 
Mstep: Class 37 contains 6408 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714256.000000 Penalty: 135041.625000
Iteration 180F: 39 clusters Score -1.577143e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 13535 members 
Mstep: Class 4 contains 8743 members 
Mstep: Class 5 contains 22758 members 
Mstep: Class 6 contains 131435 members 
Mstep: Class 7 contains 64819 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20991 members 
Mstep: Class 10 contains 3618 members 
Mstep: Class 11 contains 10303 members 
Mstep: Class 12 contains 24484 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 24214 members 
Mstep: Class 15 contains 218381 members 
Mstep: Class 16 contains 304417 members 
Mstep: Class 17 contains 28813 members 
Mstep: Class 18 contains 225532 members 
Mstep: Class 19 contains 101071 members 
Mstep: Class 20 contains 12705 members 
Mstep: Class 21 contains 222336 members 
Mstep: Class 22 contains 37851 members 
Mstep: Class 23 contains 15400 members 
Mstep: Class 24 contains 5426 members 
Mstep: Class 25 contains 23860 members 
Mstep: Class 26 contains 11841 members 
Mstep: Class 27 contains 12355 members 
Mstep: Class 28 contains 11933 members 
Mstep: Class 29 contains 15124 members 
Mstep: Class 30 contains 5519 members 
Mstep: Class 31 contains 8521 members 
Mstep: Class 32 contains 14772 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6146 members 
Mstep: Class 35 contains 10336 members 
Mstep: Class 36 contains 10715 members 
Mstep: Class 37 contains 6407 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714064.000000 Penalty: 135041.625000
Iteration 181Q: 39 clusters Score -1.577141e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 13523 members 
Mstep: Class 4 contains 8743 members 
Mstep: Class 5 contains 22761 members 
Mstep: Class 6 contains 131413 members 
Mstep: Class 7 contains 64819 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20990 members 
Mstep: Class 10 contains 3627 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 24491 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 24225 members 
Mstep: Class 15 contains 218381 members 
Mstep: Class 16 contains 304418 members 
Mstep: Class 17 contains 28825 members 
Mstep: Class 18 contains 225534 members 
Mstep: Class 19 contains 101076 members 
Mstep: Class 20 contains 12706 members 
Mstep: Class 21 contains 222321 members 
Mstep: Class 22 contains 37844 members 
Mstep: Class 23 contains 15396 members 
Mstep: Class 24 contains 5424 members 
Mstep: Class 25 contains 23880 members 
Mstep: Class 26 contains 11841 members 
Mstep: Class 27 contains 12345 members 
Mstep: Class 28 contains 11934 members 
Mstep: Class 29 contains 15128 members 
Mstep: Class 30 contains 5520 members 
Mstep: Class 31 contains 8521 members 
Mstep: Class 32 contains 14772 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6145 members 
Mstep: Class 35 contains 10334 members 
Mstep: Class 36 contains 10711 members 
Mstep: Class 37 contains 6403 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714208.000000 Penalty: 135041.625000
Iteration 182Q: 39 clusters Score -1.577142e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 13516 members 
Mstep: Class 4 contains 8743 members 
Mstep: Class 5 contains 22761 members 
Mstep: Class 6 contains 131402 members 
Mstep: Class 7 contains 64822 members 
Mstep: Class 8 contains 10997 members 
Mstep: Class 9 contains 20990 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 24493 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 24232 members 
Mstep: Class 15 contains 218384 members 
Mstep: Class 16 contains 304418 members 
Mstep: Class 17 contains 28831 members 
Mstep: Class 18 contains 225534 members 
Mstep: Class 19 contains 101080 members 
Mstep: Class 20 contains 12706 members 
Mstep: Class 21 contains 222310 members 
Mstep: Class 22 contains 37847 members 
Mstep: Class 23 contains 15391 members 
Mstep: Class 24 contains 5422 members 
Mstep: Class 25 contains 23893 members 
Mstep: Class 26 contains 11841 members 
Mstep: Class 27 contains 12328 members 
Mstep: Class 28 contains 11934 members 
Mstep: Class 29 contains 15133 members 
Mstep: Class 30 contains 5520 members 
Mstep: Class 31 contains 8521 members 
Mstep: Class 32 contains 14772 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6140 members 
Mstep: Class 35 contains 10332 members 
Mstep: Class 36 contains 10710 members 
Mstep: Class 37 contains 6403 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714432.000000 Penalty: 135041.625000
Iteration 183Q: 39 clusters Score -1.577144e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 13511 members 
Mstep: Class 4 contains 8743 members 
Mstep: Class 5 contains 22758 members 
Mstep: Class 6 contains 131396 members 
Mstep: Class 7 contains 64825 members 
Mstep: Class 8 contains 10999 members 
Mstep: Class 9 contains 20991 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 24498 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 24242 members 
Mstep: Class 15 contains 218383 members 
Mstep: Class 16 contains 304417 members 
Mstep: Class 17 contains 28832 members 
Mstep: Class 18 contains 225534 members 
Mstep: Class 19 contains 101083 members 
Mstep: Class 20 contains 12706 members 
Mstep: Class 21 contains 222295 members 
Mstep: Class 22 contains 37851 members 
Mstep: Class 23 contains 15388 members 
Mstep: Class 24 contains 5418 members 
Mstep: Class 25 contains 23901 members 
Mstep: Class 26 contains 11841 members 
Mstep: Class 27 contains 12309 members 
Mstep: Class 28 contains 11934 members 
Mstep: Class 29 contains 15144 members 
Mstep: Class 30 contains 5520 members 
Mstep: Class 31 contains 8521 members 
Mstep: Class 32 contains 14773 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6137 members 
Mstep: Class 35 contains 10333 members 
Mstep: Class 36 contains 10710 members 
Mstep: Class 37 contains 6404 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714448.000000 Penalty: 135041.625000
Iteration 184Q: 39 clusters Score -1.577144e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 9282 members 
Mstep: Class 3 contains 13503 members 
Mstep: Class 4 contains 8743 members 
Mstep: Class 5 contains 22759 members 
Mstep: Class 6 contains 131390 members 
Mstep: Class 7 contains 64825 members 
Mstep: Class 8 contains 11002 members 
Mstep: Class 9 contains 20992 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 24501 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 24254 members 
Mstep: Class 15 contains 218383 members 
Mstep: Class 16 contains 304413 members 
Mstep: Class 17 contains 28837 members 
Mstep: Class 18 contains 225534 members 
Mstep: Class 19 contains 101085 members 
Mstep: Class 20 contains 12707 members 
Mstep: Class 21 contains 222282 members 
Mstep: Class 22 contains 37852 members 
Mstep: Class 23 contains 15384 members 
Mstep: Class 24 contains 5419 members 
Mstep: Class 25 contains 23908 members 
Mstep: Class 26 contains 11843 members 
Mstep: Class 27 contains 12288 members 
Mstep: Class 28 contains 11934 members 
Mstep: Class 29 contains 15152 members 
Mstep: Class 30 contains 5520 members 
Mstep: Class 31 contains 8521 members 
Mstep: Class 32 contains 14773 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6137 members 
Mstep: Class 35 contains 10335 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6405 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714576.000000 Penalty: 135041.625000
Iteration 185Q: 39 clusters Score -1.577146e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 9282 members 
Mstep: Class 3 contains 13489 members 
Mstep: Class 4 contains 8744 members 
Mstep: Class 5 contains 22756 members 
Mstep: Class 6 contains 131372 members 
Mstep: Class 7 contains 64828 members 
Mstep: Class 8 contains 11008 members 
Mstep: Class 9 contains 20994 members 
Mstep: Class 10 contains 3656 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 24503 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 24266 members 
Mstep: Class 15 contains 218382 members 
Mstep: Class 16 contains 304413 members 
Mstep: Class 17 contains 28841 members 
Mstep: Class 18 contains 225534 members 
Mstep: Class 19 contains 101088 members 
Mstep: Class 20 contains 12708 members 
Mstep: Class 21 contains 222271 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15380 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 23910 members 
Mstep: Class 26 contains 11842 members 
Mstep: Class 27 contains 12268 members 
Mstep: Class 28 contains 11935 members 
Mstep: Class 29 contains 15160 members 
Mstep: Class 30 contains 5521 members 
Mstep: Class 31 contains 8521 members 
Mstep: Class 32 contains 14773 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6139 members 
Mstep: Class 35 contains 10340 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6405 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714576.000000 Penalty: 135041.625000
Iteration 186Q: 39 clusters Score -1.577146e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 9282 members 
Mstep: Class 3 contains 13482 members 
Mstep: Class 4 contains 8744 members 
Mstep: Class 5 contains 22758 members 
Mstep: Class 6 contains 131355 members 
Mstep: Class 7 contains 64830 members 
Mstep: Class 8 contains 11014 members 
Mstep: Class 9 contains 20991 members 
Mstep: Class 10 contains 3664 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 24509 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 24281 members 
Mstep: Class 15 contains 218382 members 
Mstep: Class 16 contains 304407 members 
Mstep: Class 17 contains 28846 members 
Mstep: Class 18 contains 225534 members 
Mstep: Class 19 contains 101085 members 
Mstep: Class 20 contains 12707 members 
Mstep: Class 21 contains 222260 members 
Mstep: Class 22 contains 37859 members 
Mstep: Class 23 contains 15380 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 23921 members 
Mstep: Class 26 contains 11839 members 
Mstep: Class 27 contains 12250 members 
Mstep: Class 28 contains 11937 members 
Mstep: Class 29 contains 15161 members 
Mstep: Class 30 contains 5521 members 
Mstep: Class 31 contains 8522 members 
Mstep: Class 32 contains 14773 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6138 members 
Mstep: Class 35 contains 10344 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6405 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714576.000000 Penalty: 135041.625000
Iteration 187Q: 39 clusters Score -1.577146e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9282 members 
Mstep: Class 3 contains 13477 members 
Mstep: Class 4 contains 8745 members 
Mstep: Class 5 contains 22759 members 
Mstep: Class 6 contains 131352 members 
Mstep: Class 7 contains 64830 members 
Mstep: Class 8 contains 11013 members 
Mstep: Class 9 contains 20990 members 
Mstep: Class 10 contains 3678 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 24508 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 24286 members 
Mstep: Class 15 contains 218381 members 
Mstep: Class 16 contains 304408 members 
Mstep: Class 17 contains 28846 members 
Mstep: Class 18 contains 225537 members 
Mstep: Class 19 contains 101082 members 
Mstep: Class 20 contains 12706 members 
Mstep: Class 21 contains 222255 members 
Mstep: Class 22 contains 37862 members 
Mstep: Class 23 contains 15377 members 
Mstep: Class 24 contains 5412 members 
Mstep: Class 25 contains 23928 members 
Mstep: Class 26 contains 11837 members 
Mstep: Class 27 contains 12227 members 
Mstep: Class 28 contains 11939 members 
Mstep: Class 29 contains 15167 members 
Mstep: Class 30 contains 5521 members 
Mstep: Class 31 contains 8521 members 
Mstep: Class 32 contains 14774 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6137 members 
Mstep: Class 35 contains 10349 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6405 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714496.000000 Penalty: 135041.625000
Iteration 188Q: 39 clusters Score -1.577145e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 13470 members 
Mstep: Class 4 contains 8746 members 
Mstep: Class 5 contains 22760 members 
Mstep: Class 6 contains 131345 members 
Mstep: Class 7 contains 64830 members 
Mstep: Class 8 contains 11013 members 
Mstep: Class 9 contains 20989 members 
Mstep: Class 10 contains 3698 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 24512 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 24268 members 
Mstep: Class 15 contains 218380 members 
Mstep: Class 16 contains 304407 members 
Mstep: Class 17 contains 28849 members 
Mstep: Class 18 contains 225537 members 
Mstep: Class 19 contains 101080 members 
Mstep: Class 20 contains 12705 members 
Mstep: Class 21 contains 222253 members 
Mstep: Class 22 contains 37862 members 
Mstep: Class 23 contains 15375 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 23939 members 
Mstep: Class 26 contains 11837 members 
Mstep: Class 27 contains 12208 members 
Mstep: Class 28 contains 11938 members 
Mstep: Class 29 contains 15176 members 
Mstep: Class 30 contains 5524 members 
Mstep: Class 31 contains 8521 members 
Mstep: Class 32 contains 14775 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6137 members 
Mstep: Class 35 contains 10352 members 
Mstep: Class 36 contains 10701 members 
Mstep: Class 37 contains 6403 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714336.000000 Penalty: 135041.625000
Iteration 189Q: 39 clusters Score -1.577143e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 13466 members 
Mstep: Class 4 contains 8746 members 
Mstep: Class 5 contains 22759 members 
Mstep: Class 6 contains 131328 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 11012 members 
Mstep: Class 9 contains 20989 members 
Mstep: Class 10 contains 3726 members 
Mstep: Class 11 contains 10306 members 
Mstep: Class 12 contains 24512 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 24257 members 
Mstep: Class 15 contains 218377 members 
Mstep: Class 16 contains 304407 members 
Mstep: Class 17 contains 28851 members 
Mstep: Class 18 contains 225537 members 
Mstep: Class 19 contains 101079 members 
Mstep: Class 20 contains 12704 members 
Mstep: Class 21 contains 222248 members 
Mstep: Class 22 contains 37862 members 
Mstep: Class 23 contains 15374 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 23947 members 
Mstep: Class 26 contains 11838 members 
Mstep: Class 27 contains 12197 members 
Mstep: Class 28 contains 11937 members 
Mstep: Class 29 contains 15185 members 
Mstep: Class 30 contains 5525 members 
Mstep: Class 31 contains 8521 members 
Mstep: Class 32 contains 14772 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6137 members 
Mstep: Class 35 contains 10354 members 
Mstep: Class 36 contains 10701 members 
Mstep: Class 37 contains 6402 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714464.000000 Penalty: 135041.625000
Iteration 190Q: 39 clusters Score -1.577145e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 13461 members 
Mstep: Class 4 contains 8749 members 
Mstep: Class 5 contains 22762 members 
Mstep: Class 6 contains 131318 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 11011 members 
Mstep: Class 9 contains 20990 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 10307 members 
Mstep: Class 12 contains 24513 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 24239 members 
Mstep: Class 15 contains 218376 members 
Mstep: Class 16 contains 304408 members 
Mstep: Class 17 contains 28854 members 
Mstep: Class 18 contains 225539 members 
Mstep: Class 19 contains 101076 members 
Mstep: Class 20 contains 12702 members 
Mstep: Class 21 contains 222238 members 
Mstep: Class 22 contains 37862 members 
Mstep: Class 23 contains 15373 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 23955 members 
Mstep: Class 26 contains 11838 members 
Mstep: Class 27 contains 12188 members 
Mstep: Class 28 contains 11935 members 
Mstep: Class 29 contains 15199 members 
Mstep: Class 30 contains 5526 members 
Mstep: Class 31 contains 8521 members 
Mstep: Class 32 contains 14771 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6138 members 
Mstep: Class 35 contains 10355 members 
Mstep: Class 36 contains 10702 members 
Mstep: Class 37 contains 6403 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714400.000000 Penalty: 135041.625000
Iteration 191Q: 39 clusters Score -1.577144e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 9286 members 
Mstep: Class 3 contains 13457 members 
Mstep: Class 4 contains 8749 members 
Mstep: Class 5 contains 22761 members 
Mstep: Class 6 contains 131310 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 11010 members 
Mstep: Class 9 contains 20990 members 
Mstep: Class 10 contains 3752 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24516 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 24219 members 
Mstep: Class 15 contains 218375 members 
Mstep: Class 16 contains 304406 members 
Mstep: Class 17 contains 28857 members 
Mstep: Class 18 contains 225542 members 
Mstep: Class 19 contains 101075 members 
Mstep: Class 20 contains 12702 members 
Mstep: Class 21 contains 222233 members 
Mstep: Class 22 contains 37863 members 
Mstep: Class 23 contains 15373 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 23965 members 
Mstep: Class 26 contains 11838 members 
Mstep: Class 27 contains 12180 members 
Mstep: Class 28 contains 11934 members 
Mstep: Class 29 contains 15209 members 
Mstep: Class 30 contains 5527 members 
Mstep: Class 31 contains 8521 members 
Mstep: Class 32 contains 14771 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6138 members 
Mstep: Class 35 contains 10350 members 
Mstep: Class 36 contains 10703 members 
Mstep: Class 37 contains 6408 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714432.000000 Penalty: 135041.625000
Iteration 192Q: 39 clusters Score -1.577144e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 9286 members 
Mstep: Class 3 contains 13456 members 
Mstep: Class 4 contains 8750 members 
Mstep: Class 5 contains 22759 members 
Mstep: Class 6 contains 131294 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 20990 members 
Mstep: Class 10 contains 3767 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24515 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 24205 members 
Mstep: Class 15 contains 218375 members 
Mstep: Class 16 contains 304405 members 
Mstep: Class 17 contains 28860 members 
Mstep: Class 18 contains 225544 members 
Mstep: Class 19 contains 101076 members 
Mstep: Class 20 contains 12702 members 
Mstep: Class 21 contains 222225 members 
Mstep: Class 22 contains 37862 members 
Mstep: Class 23 contains 15375 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 23975 members 
Mstep: Class 26 contains 11838 members 
Mstep: Class 27 contains 12175 members 
Mstep: Class 28 contains 11934 members 
Mstep: Class 29 contains 15218 members 
Mstep: Class 30 contains 5529 members 
Mstep: Class 31 contains 8520 members 
Mstep: Class 32 contains 14770 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6138 members 
Mstep: Class 35 contains 10351 members 
Mstep: Class 36 contains 10703 members 
Mstep: Class 37 contains 6411 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714496.000000 Penalty: 135041.625000
Iteration 193Q: 39 clusters Score -1.577145e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 13454 members 
Mstep: Class 4 contains 8750 members 
Mstep: Class 5 contains 22760 members 
Mstep: Class 6 contains 131274 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 20990 members 
Mstep: Class 10 contains 3779 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24514 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 24192 members 
Mstep: Class 15 contains 218374 members 
Mstep: Class 16 contains 304405 members 
Mstep: Class 17 contains 28862 members 
Mstep: Class 18 contains 225547 members 
Mstep: Class 19 contains 101079 members 
Mstep: Class 20 contains 12703 members 
Mstep: Class 21 contains 222225 members 
Mstep: Class 22 contains 37862 members 
Mstep: Class 23 contains 15375 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 23982 members 
Mstep: Class 26 contains 11838 members 
Mstep: Class 27 contains 12173 members 
Mstep: Class 28 contains 11934 members 
Mstep: Class 29 contains 15230 members 
Mstep: Class 30 contains 5532 members 
Mstep: Class 31 contains 8519 members 
Mstep: Class 32 contains 14767 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6137 members 
Mstep: Class 35 contains 10350 members 
Mstep: Class 36 contains 10703 members 
Mstep: Class 37 contains 6412 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714576.000000 Penalty: 135041.625000
Iteration 194Q: 39 clusters Score -1.577146e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 13452 members 
Mstep: Class 4 contains 8750 members 
Mstep: Class 5 contains 22760 members 
Mstep: Class 6 contains 131260 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 20990 members 
Mstep: Class 10 contains 3782 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24519 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 24196 members 
Mstep: Class 15 contains 218372 members 
Mstep: Class 16 contains 304406 members 
Mstep: Class 17 contains 28860 members 
Mstep: Class 18 contains 225550 members 
Mstep: Class 19 contains 101077 members 
Mstep: Class 20 contains 12702 members 
Mstep: Class 21 contains 222216 members 
Mstep: Class 22 contains 37866 members 
Mstep: Class 23 contains 15375 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 23993 members 
Mstep: Class 26 contains 11838 members 
Mstep: Class 27 contains 12169 members 
Mstep: Class 28 contains 11933 members 
Mstep: Class 29 contains 15232 members 
Mstep: Class 30 contains 5534 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 14766 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6137 members 
Mstep: Class 35 contains 10350 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6412 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714624.000000 Penalty: 135041.625000
Iteration 195Q: 39 clusters Score -1.577146e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 13446 members 
Mstep: Class 4 contains 8750 members 
Mstep: Class 5 contains 22761 members 
Mstep: Class 6 contains 131251 members 
Mstep: Class 7 contains 64835 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 20992 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24519 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24193 members 
Mstep: Class 15 contains 218375 members 
Mstep: Class 16 contains 304404 members 
Mstep: Class 17 contains 28864 members 
Mstep: Class 18 contains 225552 members 
Mstep: Class 19 contains 101077 members 
Mstep: Class 20 contains 12703 members 
Mstep: Class 21 contains 222212 members 
Mstep: Class 22 contains 37867 members 
Mstep: Class 23 contains 15372 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 23997 members 
Mstep: Class 26 contains 11837 members 
Mstep: Class 27 contains 12162 members 
Mstep: Class 28 contains 11933 members 
Mstep: Class 29 contains 15238 members 
Mstep: Class 30 contains 5538 members 
Mstep: Class 31 contains 8515 members 
Mstep: Class 32 contains 14765 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6137 members 
Mstep: Class 35 contains 10350 members 
Mstep: Class 36 contains 10703 members 
Mstep: Class 37 contains 6412 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714640.000000 Penalty: 135041.625000
Iteration 196Q: 39 clusters Score -1.577146e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9284 members 
Mstep: Class 3 contains 13439 members 
Mstep: Class 4 contains 8750 members 
Mstep: Class 5 contains 22763 members 
Mstep: Class 6 contains 131248 members 
Mstep: Class 7 contains 64835 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 20992 members 
Mstep: Class 10 contains 3791 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24521 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24191 members 
Mstep: Class 15 contains 218375 members 
Mstep: Class 16 contains 304403 members 
Mstep: Class 17 contains 28868 members 
Mstep: Class 18 contains 225553 members 
Mstep: Class 19 contains 101079 members 
Mstep: Class 20 contains 12703 members 
Mstep: Class 21 contains 222215 members 
Mstep: Class 22 contains 37869 members 
Mstep: Class 23 contains 15369 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 23998 members 
Mstep: Class 26 contains 11838 members 
Mstep: Class 27 contains 12154 members 
Mstep: Class 28 contains 11933 members 
Mstep: Class 29 contains 15237 members 
Mstep: Class 30 contains 5541 members 
Mstep: Class 31 contains 8514 members 
Mstep: Class 32 contains 14764 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6137 members 
Mstep: Class 35 contains 10350 members 
Mstep: Class 36 contains 10701 members 
Mstep: Class 37 contains 6413 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714816.000000 Penalty: 135041.625000
Iteration 197Q: 39 clusters Score -1.577148e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 9285 members 
Mstep: Class 3 contains 13431 members 
Mstep: Class 4 contains 8750 members 
Mstep: Class 5 contains 22764 members 
Mstep: Class 6 contains 131239 members 
Mstep: Class 7 contains 64836 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 20992 members 
Mstep: Class 10 contains 3796 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24524 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24191 members 
Mstep: Class 15 contains 218374 members 
Mstep: Class 16 contains 304403 members 
Mstep: Class 17 contains 28869 members 
Mstep: Class 18 contains 225556 members 
Mstep: Class 19 contains 101078 members 
Mstep: Class 20 contains 12703 members 
Mstep: Class 21 contains 222212 members 
Mstep: Class 22 contains 37871 members 
Mstep: Class 23 contains 15367 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 23998 members 
Mstep: Class 26 contains 11837 members 
Mstep: Class 27 contains 12149 members 
Mstep: Class 28 contains 11933 members 
Mstep: Class 29 contains 15237 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 14764 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6137 members 
Mstep: Class 35 contains 10354 members 
Mstep: Class 36 contains 10702 members 
Mstep: Class 37 contains 6413 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714832.000000 Penalty: 135041.625000
Iteration 198Q: 39 clusters Score -1.577148e+08 nChanged 63
Entering ConstructFrom: 
Score: -157714832.000000 Penalty: 135041.625000
Entering ConstructFrom: 
Trying to split cluster 1 (9621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Entering Unmasked Estep 
Score: -887386.500000 Penalty: 2274.582520
	Iteration 0F: 2 clusters Score -887386.5 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 4723 members 
Entering Unmasked Estep 
Score: -879949.250000 Penalty: 4549.165039
	Iteration 0F: 3 clusters Score -879949.2 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -882163.812500 Penalty: 4549.165039
	Iteration 1F: 3 clusters Score -882163.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -882523.625000 Penalty: 4549.165039
	Iteration 2F: 3 clusters Score -882523.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -882799.125000 Penalty: 4549.165039
	Iteration 3F: 3 clusters Score -882799.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -883044.500000 Penalty: 4549.165039
	Iteration 4Q: 3 clusters Score -883044.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -883329.250000 Penalty: 4549.165039
	Iteration 5Q: 3 clusters Score -883329.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -883694.625000 Penalty: 4549.165039
	Iteration 6Q: 3 clusters Score -883694.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -884135.250000 Penalty: 4549.165039
	Iteration 7F: 3 clusters Score -884135.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -884604.687500 Penalty: 4549.165039
	Iteration 8Q: 3 clusters Score -884604.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -885081.750000 Penalty: 4549.165039
	Iteration 9Q: 3 clusters Score -885081.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -885410.187500 Penalty: 4549.165039
	Iteration 10Q: 3 clusters Score -885410.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -885661.625000 Penalty: 4549.165039
	Iteration 11Q: 3 clusters Score -885661.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -885864.250000 Penalty: 4549.165039
	Iteration 12Q: 3 clusters Score -885864.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -886025.562500 Penalty: 4549.165039
	Iteration 13Q: 3 clusters Score -886025.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -886208.625000 Penalty: 4549.165039
	Iteration 14Q: 3 clusters Score -886208.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -886396.812500 Penalty: 4549.165039
	Iteration 15Q: 3 clusters Score -886396.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -886536.812500 Penalty: 4549.165039
	Iteration 16Q: 3 clusters Score -886536.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -886609.562500 Penalty: 4549.165039
	Iteration 17Q: 3 clusters Score -886609.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -886651.062500 Penalty: 4549.165039
	Iteration 18Q: 3 clusters Score -886651.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -886670.187500 Penalty: 4549.165039
	Iteration 19Q: 3 clusters Score -886670.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -886678.937500 Penalty: 4549.165039
	Iteration 20F: 3 clusters Score -886678.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -886687.187500 Penalty: 4549.165039
	Iteration 21Q: 3 clusters Score -886687.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -886693.562500 Penalty: 4549.165039
	Iteration 22Q: 3 clusters Score -886693.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -886696.875000 Penalty: 4549.165039
	Iteration 23Q: 3 clusters Score -886696.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -886698.875000 Penalty: 4549.165039
	Iteration 24Q: 3 clusters Score -886698.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -886701.562500 Penalty: 4549.165039
	Iteration 25Q: 3 clusters Score -886701.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -886703.375000 Penalty: 4549.165039
	Iteration 26Q: 3 clusters Score -886703.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -886705.187500 Penalty: 4549.165039
	Iteration 27Q: 3 clusters Score -886705.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -886706.187500 Penalty: 4549.165039
	Iteration 28Q: 3 clusters Score -886706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -886704.562500 Penalty: 4549.165039
	Iteration 29Q: 3 clusters Score -886704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -886703.812500 Penalty: 4549.165039
	Iteration 30Q: 3 clusters Score -886703.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -886703.812500 Penalty: 4549.165039
	Iteration 31F: 3 clusters Score -886703.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Entering Unmasked Estep 
Score: -858162.875000 Penalty: 2265.793213
	Iteration 0F: 2 clusters Score -858162.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -851018.625000 Penalty: 4531.586426
	Iteration 0F: 3 clusters Score -851018.6 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -853110.562500 Penalty: 4531.586426
	Iteration 1F: 3 clusters Score -853110.6 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -853434.312500 Penalty: 4531.586426
	Iteration 2F: 3 clusters Score -853434.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -853719.812500 Penalty: 4531.586426
	Iteration 3F: 3 clusters Score -853719.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -853972.625000 Penalty: 4531.586426
	Iteration 4Q: 3 clusters Score -853972.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -854207.687500 Penalty: 4531.586426
	Iteration 5Q: 3 clusters Score -854207.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -854454.375000 Penalty: 4531.586426
	Iteration 6Q: 3 clusters Score -854454.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -854715.125000 Penalty: 4531.586426
	Iteration 7Q: 3 clusters Score -854715.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -854970.000000 Penalty: 4531.586426
	Iteration 8Q: 3 clusters Score -854970 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -855240.000000 Penalty: 4531.586426
	Iteration 9Q: 3 clusters Score -855240 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -855464.687500 Penalty: 4531.586426
	Iteration 10Q: 3 clusters Score -855464.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -855632.562500 Penalty: 4531.586426
	Iteration 11Q: 3 clusters Score -855632.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -855769.375000 Penalty: 4531.586426
	Iteration 12Q: 3 clusters Score -855769.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -855872.812500 Penalty: 4531.586426
	Iteration 13Q: 3 clusters Score -855872.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -855952.000000 Penalty: 4531.586426
	Iteration 14Q: 3 clusters Score -855952 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -856031.625000 Penalty: 4531.586426
	Iteration 15Q: 3 clusters Score -856031.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -856115.562500 Penalty: 4531.586426
	Iteration 16Q: 3 clusters Score -856115.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -856193.000000 Penalty: 4531.586426
	Iteration 17Q: 3 clusters Score -856193 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -856255.437500 Penalty: 4531.586426
	Iteration 18Q: 3 clusters Score -856255.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -856318.312500 Penalty: 4531.586426
	Iteration 19Q: 3 clusters Score -856318.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -856366.562500 Penalty: 4531.586426
	Iteration 20F: 3 clusters Score -856366.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -856414.937500 Penalty: 4531.586426
	Iteration 21Q: 3 clusters Score -856414.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -856456.687500 Penalty: 4531.586426
	Iteration 22Q: 3 clusters Score -856456.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -856490.000000 Penalty: 4531.586426
	Iteration 23Q: 3 clusters Score -856490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -856524.062500 Penalty: 4531.586426
	Iteration 24Q: 3 clusters Score -856524.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -856556.750000 Penalty: 4531.586426
	Iteration 25Q: 3 clusters Score -856556.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -856589.875000 Penalty: 4531.586426
	Iteration 26Q: 3 clusters Score -856589.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -856608.312500 Penalty: 4531.586426
	Iteration 27Q: 3 clusters Score -856608.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -856623.687500 Penalty: 4531.586426
	Iteration 28Q: 3 clusters Score -856623.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -856637.875000 Penalty: 4531.586426
	Iteration 29Q: 3 clusters Score -856637.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -856653.000000 Penalty: 4531.586426
	Iteration 30Q: 3 clusters Score -856653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -856661.812500 Penalty: 4531.586426
	Iteration 31Q: 3 clusters Score -856661.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -856670.562500 Penalty: 4531.586426
	Iteration 32Q: 3 clusters Score -856670.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -856673.812500 Penalty: 4531.586426
	Iteration 33Q: 3 clusters Score -856673.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -856680.187500 Penalty: 4531.586426
	Iteration 34Q: 3 clusters Score -856680.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -856684.187500 Penalty: 4531.586426
	Iteration 35Q: 3 clusters Score -856684.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -856686.312500 Penalty: 4531.586426
	Iteration 36Q: 3 clusters Score -856686.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -856686.812500 Penalty: 4531.586426
	Iteration 37Q: 3 clusters Score -856686.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -856690.250000 Penalty: 4531.586426
	Iteration 38Q: 3 clusters Score -856690.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -856691.437500 Penalty: 4531.586426
	Iteration 39Q: 3 clusters Score -856691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -856693.187500 Penalty: 4531.586426
	Iteration 40F: 3 clusters Score -856693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -856693.437500 Penalty: 4531.586426
	Iteration 41Q: 3 clusters Score -856693.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -856693.875000 Penalty: 4531.586426
	Iteration 42Q: 3 clusters Score -856693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -856696.562500 Penalty: 4531.586426
	Iteration 43Q: 3 clusters Score -856696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -856696.500000 Penalty: 4531.586426
	Iteration 44Q: 3 clusters Score -856696.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -856696.500000 Penalty: 4531.586426
	Iteration 45F: 3 clusters Score -856696.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Entering Unmasked Estep 
Score: -1234959.875000 Penalty: 2357.208740
	Iteration 0F: 2 clusters Score -1234960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1225209.375000 Penalty: 4714.417480
	Iteration 0F: 3 clusters Score -1225209 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1228376.375000 Penalty: 4714.417480
	Iteration 1F: 3 clusters Score -1228376 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1228863.500000 Penalty: 4714.417480
	Iteration 2F: 3 clusters Score -1228864 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1229320.875000 Penalty: 4714.417480
	Iteration 3F: 3 clusters Score -1229321 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1229804.375000 Penalty: 4714.417480
	Iteration 4F: 3 clusters Score -1229804 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1230295.750000 Penalty: 4714.417480
	Iteration 5F: 3 clusters Score -1230296 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1230846.875000 Penalty: 4714.417480
	Iteration 6F: 3 clusters Score -1230847 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1231385.125000 Penalty: 4714.417480
	Iteration 7F: 3 clusters Score -1231385 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1231944.500000 Penalty: 4714.417480
	Iteration 8Q: 3 clusters Score -1231944 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1232572.750000 Penalty: 4714.417480
	Iteration 9Q: 3 clusters Score -1232573 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1233276.750000 Penalty: 4714.417480
	Iteration 10Q: 3 clusters Score -1233277 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1233843.625000 Penalty: 4714.417480
	Iteration 11Q: 3 clusters Score -1233844 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1234088.375000 Penalty: 4714.417480
	Iteration 12Q: 3 clusters Score -1234088 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1234183.125000 Penalty: 4714.417480
	Iteration 13Q: 3 clusters Score -1234183 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1234257.250000 Penalty: 4714.417480
	Iteration 14Q: 3 clusters Score -1234257 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1234309.625000 Penalty: 4714.417480
	Iteration 15Q: 3 clusters Score -1234310 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1234340.000000 Penalty: 4714.417480
	Iteration 16Q: 3 clusters Score -1234340 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1234363.750000 Penalty: 4714.417480
	Iteration 17Q: 3 clusters Score -1234364 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1234383.500000 Penalty: 4714.417480
	Iteration 18Q: 3 clusters Score -1234384 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1234401.875000 Penalty: 4714.417480
	Iteration 19Q: 3 clusters Score -1234402 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1234420.625000 Penalty: 4714.417480
	Iteration 20F: 3 clusters Score -1234421 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1234436.875000 Penalty: 4714.417480
	Iteration 21Q: 3 clusters Score -1234437 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1234445.375000 Penalty: 4714.417480
	Iteration 22Q: 3 clusters Score -1234445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1234455.750000 Penalty: 4714.417480
	Iteration 23Q: 3 clusters Score -1234456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1234464.500000 Penalty: 4714.417480
	Iteration 24Q: 3 clusters Score -1234464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1234474.000000 Penalty: 4714.417480
	Iteration 25Q: 3 clusters Score -1234474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1234477.500000 Penalty: 4714.417480
	Iteration 26Q: 3 clusters Score -1234478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1234481.875000 Penalty: 4714.417480
	Iteration 27Q: 3 clusters Score -1234482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1234483.625000 Penalty: 4714.417480
	Iteration 28Q: 3 clusters Score -1234484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1234485.250000 Penalty: 4714.417480
	Iteration 29Q: 3 clusters Score -1234485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1234487.875000 Penalty: 4714.417480
	Iteration 30Q: 3 clusters Score -1234488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1234493.750000 Penalty: 4714.417480
	Iteration 31Q: 3 clusters Score -1234494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1234498.500000 Penalty: 4714.417480
	Iteration 32Q: 3 clusters Score -1234498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1234503.125000 Penalty: 4714.417480
	Iteration 33Q: 3 clusters Score -1234503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1234507.750000 Penalty: 4714.417480
	Iteration 34Q: 3 clusters Score -1234508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1234512.125000 Penalty: 4714.417480
	Iteration 35Q: 3 clusters Score -1234512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1234513.875000 Penalty: 4714.417480
	Iteration 36Q: 3 clusters Score -1234514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1234516.250000 Penalty: 4714.417480
	Iteration 37Q: 3 clusters Score -1234516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1234516.125000 Penalty: 4714.417480
	Iteration 38Q: 3 clusters Score -1234516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1234517.125000 Penalty: 4714.417480
	Iteration 39Q: 3 clusters Score -1234517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1234518.250000 Penalty: 4714.417480
	Iteration 40F: 3 clusters Score -1234518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1234520.125000 Penalty: 4714.417480
	Iteration 41Q: 3 clusters Score -1234520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1234526.250000 Penalty: 4714.417480
	Iteration 42Q: 3 clusters Score -1234526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1234532.250000 Penalty: 4714.417480
	Iteration 43Q: 3 clusters Score -1234532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1234529.375000 Penalty: 4714.417480
	Iteration 44Q: 3 clusters Score -1234529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1234531.875000 Penalty: 4714.417480
	Iteration 45Q: 3 clusters Score -1234532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1234534.000000 Penalty: 4714.417480
	Iteration 46Q: 3 clusters Score -1234534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1234531.750000 Penalty: 4714.417480
	Iteration 47Q: 3 clusters Score -1234532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1234529.375000 Penalty: 4714.417480
	Iteration 48Q: 3 clusters Score -1234529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1234531.500000 Penalty: 4714.417480
	Iteration 49Q: 3 clusters Score -1234532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1234534.000000 Penalty: 4714.417480
	Iteration 50Q: 3 clusters Score -1234534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1234538.125000 Penalty: 4714.417480
	Iteration 51Q: 3 clusters Score -1234538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1234539.625000 Penalty: 4714.417480
	Iteration 52Q: 3 clusters Score -1234540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1234540.125000 Penalty: 4714.417480
	Iteration 53Q: 3 clusters Score -1234540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1234541.500000 Penalty: 4714.417480
	Iteration 54Q: 3 clusters Score -1234542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1234543.625000 Penalty: 4714.417480
	Iteration 55Q: 3 clusters Score -1234544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1234543.625000 Penalty: 4714.417480
	Iteration 56Q: 3 clusters Score -1234544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1234544.750000 Penalty: 4714.417480
	Iteration 57Q: 3 clusters Score -1234545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1234545.875000 Penalty: 4714.417480
	Iteration 58Q: 3 clusters Score -1234546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1234549.125000 Penalty: 4714.417480
	Iteration 59Q: 3 clusters Score -1234549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1234550.000000 Penalty: 4714.417480
	Iteration 60F: 3 clusters Score -1234550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1234549.875000 Penalty: 4714.417480
	Iteration 61Q: 3 clusters Score -1234550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1234554.625000 Penalty: 4714.417480
	Iteration 62Q: 3 clusters Score -1234555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1234550.875000 Penalty: 4714.417480
	Iteration 63Q: 3 clusters Score -1234551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1234548.500000 Penalty: 4714.417480
	Iteration 64Q: 3 clusters Score -1234548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1234547.125000 Penalty: 4714.417480
	Iteration 65Q: 3 clusters Score -1234547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1234555.000000 Penalty: 4714.417480
	Iteration 66Q: 3 clusters Score -1234555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1234553.875000 Penalty: 4714.417480
	Iteration 67Q: 3 clusters Score -1234554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1234555.125000 Penalty: 4714.417480
	Iteration 68Q: 3 clusters Score -1234555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1234553.875000 Penalty: 4714.417480
	Iteration 69Q: 3 clusters Score -1234554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1234558.125000 Penalty: 4714.417480
	Iteration 70Q: 3 clusters Score -1234558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1234557.750000 Penalty: 4714.417480
	Iteration 71Q: 3 clusters Score -1234558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1234557.875000 Penalty: 4714.417480
	Iteration 72Q: 3 clusters Score -1234558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1234556.750000 Penalty: 4714.417480
	Iteration 73Q: 3 clusters Score -1234557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1234558.000000 Penalty: 4714.417480
	Iteration 74Q: 3 clusters Score -1234558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1234558.000000 Penalty: 4714.417480
	Iteration 75Q: 3 clusters Score -1234558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1234558.000000 Penalty: 4714.417480
	Iteration 76F: 3 clusters Score -1234558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Entering Unmasked Estep 
Score: -853673.437500 Penalty: 2251.020264
	Iteration 0F: 2 clusters Score -853673.4 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 4449 members 
Entering Unmasked Estep 
Score: -846784.000000 Penalty: 4502.040527
	Iteration 0F: 3 clusters Score -846784 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -848652.937500 Penalty: 4502.040527
	Iteration 1F: 3 clusters Score -848652.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -848965.500000 Penalty: 4502.040527
	Iteration 2F: 3 clusters Score -848965.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -849225.375000 Penalty: 4502.040527
	Iteration 3F: 3 clusters Score -849225.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -849431.312500 Penalty: 4502.040527
	Iteration 4Q: 3 clusters Score -849431.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -849601.687500 Penalty: 4502.040527
	Iteration 5Q: 3 clusters Score -849601.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -849768.125000 Penalty: 4502.040527
	Iteration 6Q: 3 clusters Score -849768.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -849960.125000 Penalty: 4502.040527
	Iteration 7Q: 3 clusters Score -849960.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -850169.750000 Penalty: 4502.040527
	Iteration 8Q: 3 clusters Score -850169.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -850395.000000 Penalty: 4502.040527
	Iteration 9Q: 3 clusters Score -850395 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -850643.687500 Penalty: 4502.040527
	Iteration 10Q: 3 clusters Score -850643.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -850887.812500 Penalty: 4502.040527
	Iteration 11Q: 3 clusters Score -850887.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -851072.812500 Penalty: 4502.040527
	Iteration 12Q: 3 clusters Score -851072.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -851228.500000 Penalty: 4502.040527
	Iteration 13Q: 3 clusters Score -851228.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -851347.500000 Penalty: 4502.040527
	Iteration 14Q: 3 clusters Score -851347.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -851417.875000 Penalty: 4502.040527
	Iteration 15Q: 3 clusters Score -851417.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -851478.687500 Penalty: 4502.040527
	Iteration 16Q: 3 clusters Score -851478.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -851526.937500 Penalty: 4502.040527
	Iteration 17Q: 3 clusters Score -851526.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -851568.750000 Penalty: 4502.040527
	Iteration 18Q: 3 clusters Score -851568.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -851599.937500 Penalty: 4502.040527
	Iteration 19Q: 3 clusters Score -851599.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -851624.375000 Penalty: 4502.040527
	Iteration 20F: 3 clusters Score -851624.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -851648.812500 Penalty: 4502.040527
	Iteration 21Q: 3 clusters Score -851648.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -851662.562500 Penalty: 4502.040527
	Iteration 22Q: 3 clusters Score -851662.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -851673.312500 Penalty: 4502.040527
	Iteration 23Q: 3 clusters Score -851673.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -851677.062500 Penalty: 4502.040527
	Iteration 24Q: 3 clusters Score -851677.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -851681.937500 Penalty: 4502.040527
	Iteration 25Q: 3 clusters Score -851681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -851682.437500 Penalty: 4502.040527
	Iteration 26Q: 3 clusters Score -851682.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -851683.375000 Penalty: 4502.040527
	Iteration 27Q: 3 clusters Score -851683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -851684.625000 Penalty: 4502.040527
	Iteration 28Q: 3 clusters Score -851684.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -851684.625000 Penalty: 4502.040527
	Iteration 29F: 3 clusters Score -851684.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Entering Unmasked Estep 
Score: -2114618.500000 Penalty: 2488.178955
	Iteration 0F: 2 clusters Score -2114618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2098781.250000 Penalty: 4976.357910
	Iteration 0F: 3 clusters Score -2098781 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2104260.500000 Penalty: 4976.357910
	Iteration 1F: 3 clusters Score -2104260 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2104789.500000 Penalty: 4976.357910
	Iteration 2F: 3 clusters Score -2104790 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2105294.750000 Penalty: 4976.357910
	Iteration 3F: 3 clusters Score -2105295 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2105858.500000 Penalty: 4976.357910
	Iteration 4Q: 3 clusters Score -2105858 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2106549.000000 Penalty: 4976.357910
	Iteration 5F: 3 clusters Score -2106549 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2107299.250000 Penalty: 4976.357910
	Iteration 6F: 3 clusters Score -2107299 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2108066.500000 Penalty: 4976.357910
	Iteration 7F: 3 clusters Score -2108066 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2108814.000000 Penalty: 4976.357910
	Iteration 8F: 3 clusters Score -2108814 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2109517.250000 Penalty: 4976.357910
	Iteration 9Q: 3 clusters Score -2109517 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2110167.250000 Penalty: 4976.357910
	Iteration 10Q: 3 clusters Score -2110167 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2110676.500000 Penalty: 4976.357910
	Iteration 11Q: 3 clusters Score -2110676 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2111088.000000 Penalty: 4976.357910
	Iteration 12Q: 3 clusters Score -2111088 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2111476.000000 Penalty: 4976.357910
	Iteration 13Q: 3 clusters Score -2111476 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2111887.000000 Penalty: 4976.357910
	Iteration 14Q: 3 clusters Score -2111887 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2112347.000000 Penalty: 4976.357910
	Iteration 15Q: 3 clusters Score -2112347 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2112746.250000 Penalty: 4976.357910
	Iteration 16Q: 3 clusters Score -2112746 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2113076.750000 Penalty: 4976.357910
	Iteration 17Q: 3 clusters Score -2113077 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2113297.500000 Penalty: 4976.357910
	Iteration 18Q: 3 clusters Score -2113298 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2113422.250000 Penalty: 4976.357910
	Iteration 19Q: 3 clusters Score -2113422 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2113505.000000 Penalty: 4976.357910
	Iteration 20F: 3 clusters Score -2113505 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2113540.500000 Penalty: 4976.357910
	Iteration 21Q: 3 clusters Score -2113540 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2113564.250000 Penalty: 4976.357910
	Iteration 22Q: 3 clusters Score -2113564 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2113573.500000 Penalty: 4976.357910
	Iteration 23Q: 3 clusters Score -2113574 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2113596.250000 Penalty: 4976.357910
	Iteration 24Q: 3 clusters Score -2113596 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2113611.500000 Penalty: 4976.357910
	Iteration 25Q: 3 clusters Score -2113612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2113619.500000 Penalty: 4976.357910
	Iteration 26Q: 3 clusters Score -2113620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2113620.000000 Penalty: 4976.357910
	Iteration 27Q: 3 clusters Score -2113620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2113629.750000 Penalty: 4976.357910
	Iteration 28Q: 3 clusters Score -2113630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2113633.250000 Penalty: 4976.357910
	Iteration 29Q: 3 clusters Score -2113633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2113634.250000 Penalty: 4976.357910
	Iteration 30Q: 3 clusters Score -2113634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2113637.500000 Penalty: 4976.357910
	Iteration 31Q: 3 clusters Score -2113638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2113644.000000 Penalty: 4976.357910
	Iteration 32Q: 3 clusters Score -2113644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2113639.750000 Penalty: 4976.357910
	Iteration 33Q: 3 clusters Score -2113640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2113644.250000 Penalty: 4976.357910
	Iteration 34Q: 3 clusters Score -2113644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2113644.750000 Penalty: 4976.357910
	Iteration 35Q: 3 clusters Score -2113645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2113645.250000 Penalty: 4976.357910
	Iteration 36Q: 3 clusters Score -2113645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2113648.000000 Penalty: 4976.357910
	Iteration 37Q: 3 clusters Score -2113648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2113651.000000 Penalty: 4976.357910
	Iteration 38Q: 3 clusters Score -2113651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2113653.500000 Penalty: 4976.357910
	Iteration 39Q: 3 clusters Score -2113654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2113652.500000 Penalty: 4976.357910
	Iteration 40F: 3 clusters Score -2113652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2113652.500000 Penalty: 4976.357910
	Iteration 41Q: 3 clusters Score -2113652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2113650.500000 Penalty: 4976.357910
	Iteration 42Q: 3 clusters Score -2113650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2113652.000000 Penalty: 4976.357910
	Iteration 43Q: 3 clusters Score -2113652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2113650.250000 Penalty: 4976.357910
	Iteration 44Q: 3 clusters Score -2113650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2113652.750000 Penalty: 4976.357910
	Iteration 45Q: 3 clusters Score -2113653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2113651.250000 Penalty: 4976.357910
	Iteration 46Q: 3 clusters Score -2113651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2113651.250000 Penalty: 4976.357910
	Iteration 47F: 3 clusters Score -2113651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (131238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131238 members 
Entering Unmasked Estep 
Score: -12728736.000000 Penalty: 2922.622559
	Iteration 0F: 2 clusters Score -1.272874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -12640735.000000 Penalty: 5845.245117
	Iteration 0F: 3 clusters Score -1.264074e+07 nChanged 62426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66194 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -12677321.000000 Penalty: 5845.245117
	Iteration 1F: 3 clusters Score -1.267732e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66540 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -12678092.000000 Penalty: 5845.245117
	Iteration 2Q: 3 clusters Score -1.267809e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67134 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -12678821.000000 Penalty: 5845.245117
	Iteration 3Q: 3 clusters Score -1.267882e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -12679758.000000 Penalty: 5845.245117
	Iteration 4Q: 3 clusters Score -1.267976e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69341 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -12680992.000000 Penalty: 5845.245117
	Iteration 5Q: 3 clusters Score -1.268099e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -12682618.000000 Penalty: 5845.245117
	Iteration 6Q: 3 clusters Score -1.268262e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74119 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -12684865.000000 Penalty: 5845.245117
	Iteration 7Q: 3 clusters Score -1.268486e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77890 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -12688291.000000 Penalty: 5845.245117
	Iteration 8Q: 3 clusters Score -1.268829e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82416 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -12693151.000000 Penalty: 5845.245117
	Iteration 9F: 3 clusters Score -1.269315e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87201 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -12698715.000000 Penalty: 5845.245117
	Iteration 10F: 3 clusters Score -1.269872e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91335 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -12703751.000000 Penalty: 5845.245117
	Iteration 11F: 3 clusters Score -1.270375e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94539 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -12706955.000000 Penalty: 5845.245117
	Iteration 12Q: 3 clusters Score -1.270696e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97240 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -12708684.000000 Penalty: 5845.245117
	Iteration 13Q: 3 clusters Score -1.270868e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99823 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -12709766.000000 Penalty: 5845.245117
	Iteration 14Q: 3 clusters Score -1.270977e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102380 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -12710866.000000 Penalty: 5845.245117
	Iteration 15Q: 3 clusters Score -1.271087e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104970 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -12712010.000000 Penalty: 5845.245117
	Iteration 16Q: 3 clusters Score -1.271201e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107576 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -12713282.000000 Penalty: 5845.245117
	Iteration 17Q: 3 clusters Score -1.271328e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110254 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -12714548.000000 Penalty: 5845.245117
	Iteration 18Q: 3 clusters Score -1.271455e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112804 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -12715884.000000 Penalty: 5845.245117
	Iteration 19Q: 3 clusters Score -1.271588e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115218 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -12717110.000000 Penalty: 5845.245117
	Iteration 20F: 3 clusters Score -1.271711e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117485 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -12718594.000000 Penalty: 5845.245117
	Iteration 21Q: 3 clusters Score -1.271859e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119534 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -12719918.000000 Penalty: 5845.245117
	Iteration 22Q: 3 clusters Score -1.271992e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121317 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -12721026.000000 Penalty: 5845.245117
	Iteration 23Q: 3 clusters Score -1.272103e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122844 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -12722047.000000 Penalty: 5845.245117
	Iteration 24Q: 3 clusters Score -1.272205e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124128 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -12722854.000000 Penalty: 5845.245117
	Iteration 25Q: 3 clusters Score -1.272285e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125216 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -12723520.000000 Penalty: 5845.245117
	Iteration 26Q: 3 clusters Score -1.272352e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126147 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -12724082.000000 Penalty: 5845.245117
	Iteration 27Q: 3 clusters Score -1.272408e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126968 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -12724578.000000 Penalty: 5845.245117
	Iteration 28Q: 3 clusters Score -1.272458e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127652 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -12725024.000000 Penalty: 5845.245117
	Iteration 29Q: 3 clusters Score -1.272502e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128189 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -12725351.000000 Penalty: 5845.245117
	Iteration 30Q: 3 clusters Score -1.272535e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128615 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -12725521.000000 Penalty: 5845.245117
	Iteration 31Q: 3 clusters Score -1.272552e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128937 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -12725675.000000 Penalty: 5845.245117
	Iteration 32Q: 3 clusters Score -1.272568e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129221 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -12725804.000000 Penalty: 5845.245117
	Iteration 33Q: 3 clusters Score -1.27258e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129443 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -12725925.000000 Penalty: 5845.245117
	Iteration 34Q: 3 clusters Score -1.272592e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129595 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -12725955.000000 Penalty: 5845.245117
	Iteration 35Q: 3 clusters Score -1.272596e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129709 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -12726010.000000 Penalty: 5845.245117
	Iteration 36Q: 3 clusters Score -1.272601e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129809 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -12726058.000000 Penalty: 5845.245117
	Iteration 37Q: 3 clusters Score -1.272606e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129893 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -12726091.000000 Penalty: 5845.245117
	Iteration 38Q: 3 clusters Score -1.272609e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129952 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -12726133.000000 Penalty: 5845.245117
	Iteration 39Q: 3 clusters Score -1.272613e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130008 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -12726175.000000 Penalty: 5845.245117
	Iteration 40F: 3 clusters Score -1.272618e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130045 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -12726188.000000 Penalty: 5845.245117
	Iteration 41Q: 3 clusters Score -1.272619e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130082 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -12726195.000000 Penalty: 5845.245117
	Iteration 42Q: 3 clusters Score -1.27262e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130105 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -12726214.000000 Penalty: 5845.245117
	Iteration 43Q: 3 clusters Score -1.272621e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130131 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -12726231.000000 Penalty: 5845.245117
	Iteration 44Q: 3 clusters Score -1.272623e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130152 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -12726250.000000 Penalty: 5845.245117
	Iteration 45Q: 3 clusters Score -1.272625e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130173 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -12726266.000000 Penalty: 5845.245117
	Iteration 46Q: 3 clusters Score -1.272627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130188 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12726254.000000 Penalty: 5845.245117
	Iteration 47Q: 3 clusters Score -1.272625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130203 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -12726280.000000 Penalty: 5845.245117
	Iteration 48Q: 3 clusters Score -1.272628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130214 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -12726293.000000 Penalty: 5845.245117
	Iteration 49Q: 3 clusters Score -1.272629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130222 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -12726294.000000 Penalty: 5845.245117
	Iteration 50Q: 3 clusters Score -1.272629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130227 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -12726308.000000 Penalty: 5845.245117
	Iteration 51Q: 3 clusters Score -1.272631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130232 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -12726297.000000 Penalty: 5845.245117
	Iteration 52Q: 3 clusters Score -1.27263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130236 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -12726303.000000 Penalty: 5845.245117
	Iteration 53Q: 3 clusters Score -1.27263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130242 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -12726317.000000 Penalty: 5845.245117
	Iteration 54Q: 3 clusters Score -1.272632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130243 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -12726318.000000 Penalty: 5845.245117
	Iteration 55Q: 3 clusters Score -1.272632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130243 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -12726318.000000 Penalty: 5845.245117
	Iteration 56F: 3 clusters Score -1.272632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (64838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64838 members 
Entering Unmasked Estep 
Score: -6283208.000000 Penalty: 2747.752441
	Iteration 0F: 2 clusters Score -6283208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -6239784.500000 Penalty: 5495.504883
	Iteration 0F: 3 clusters Score -6239784 nChanged 30169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -6257149.000000 Penalty: 5495.504883
	Iteration 1F: 3 clusters Score -6257149 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -6258358.500000 Penalty: 5495.504883
	Iteration 2Q: 3 clusters Score -6258358 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -6259967.000000 Penalty: 5495.504883
	Iteration 3F: 3 clusters Score -6259967 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -6261972.500000 Penalty: 5495.504883
	Iteration 4F: 3 clusters Score -6261972 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -6264271.500000 Penalty: 5495.504883
	Iteration 5F: 3 clusters Score -6264272 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -6266797.000000 Penalty: 5495.504883
	Iteration 6F: 3 clusters Score -6266797 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -6269163.000000 Penalty: 5495.504883
	Iteration 7F: 3 clusters Score -6269163 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -6271055.000000 Penalty: 5495.504883
	Iteration 8F: 3 clusters Score -6271055 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -6272439.000000 Penalty: 5495.504883
	Iteration 9Q: 3 clusters Score -6272439 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -6273662.000000 Penalty: 5495.504883
	Iteration 10Q: 3 clusters Score -6273662 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -6274932.500000 Penalty: 5495.504883
	Iteration 11Q: 3 clusters Score -6274932 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -6276544.000000 Penalty: 5495.504883
	Iteration 12Q: 3 clusters Score -6276544 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -6278431.500000 Penalty: 5495.504883
	Iteration 13Q: 3 clusters Score -6278432 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -6280030.000000 Penalty: 5495.504883
	Iteration 14Q: 3 clusters Score -6280030 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -6280965.000000 Penalty: 5495.504883
	Iteration 15Q: 3 clusters Score -6280965 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -6281402.500000 Penalty: 5495.504883
	Iteration 16Q: 3 clusters Score -6281402 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -6281649.500000 Penalty: 5495.504883
	Iteration 17Q: 3 clusters Score -6281650 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -6281800.500000 Penalty: 5495.504883
	Iteration 18Q: 3 clusters Score -6281800 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -6281967.500000 Penalty: 5495.504883
	Iteration 19Q: 3 clusters Score -6281968 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -6282056.000000 Penalty: 5495.504883
	Iteration 20F: 3 clusters Score -6282056 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -6282099.000000 Penalty: 5495.504883
	Iteration 21Q: 3 clusters Score -6282099 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -6282140.000000 Penalty: 5495.504883
	Iteration 22Q: 3 clusters Score -6282140 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -6282161.000000 Penalty: 5495.504883
	Iteration 23Q: 3 clusters Score -6282161 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -6282220.000000 Penalty: 5495.504883
	Iteration 24Q: 3 clusters Score -6282220 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -6282251.000000 Penalty: 5495.504883
	Iteration 25Q: 3 clusters Score -6282251 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -6282284.000000 Penalty: 5495.504883
	Iteration 26Q: 3 clusters Score -6282284 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -6282313.000000 Penalty: 5495.504883
	Iteration 27Q: 3 clusters Score -6282313 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -6282329.000000 Penalty: 5495.504883
	Iteration 28Q: 3 clusters Score -6282329 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -6282330.500000 Penalty: 5495.504883
	Iteration 29Q: 3 clusters Score -6282330 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -6282352.000000 Penalty: 5495.504883
	Iteration 30Q: 3 clusters Score -6282352 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -6282366.500000 Penalty: 5495.504883
	Iteration 31Q: 3 clusters Score -6282366 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -6282396.000000 Penalty: 5495.504883
	Iteration 32Q: 3 clusters Score -6282396 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -6282419.500000 Penalty: 5495.504883
	Iteration 33Q: 3 clusters Score -6282420 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -6282433.500000 Penalty: 5495.504883
	Iteration 34Q: 3 clusters Score -6282434 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -6282437.000000 Penalty: 5495.504883
	Iteration 35Q: 3 clusters Score -6282437 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -6282453.500000 Penalty: 5495.504883
	Iteration 36Q: 3 clusters Score -6282454 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -6282461.000000 Penalty: 5495.504883
	Iteration 37Q: 3 clusters Score -6282461 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -6282468.500000 Penalty: 5495.504883
	Iteration 38Q: 3 clusters Score -6282468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57049 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -6282494.500000 Penalty: 5495.504883
	Iteration 39Q: 3 clusters Score -6282494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -6282495.500000 Penalty: 5495.504883
	Iteration 40F: 3 clusters Score -6282496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -6282473.500000 Penalty: 5495.504883
	Iteration 41Q: 3 clusters Score -6282474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -6282484.500000 Penalty: 5495.504883
	Iteration 42Q: 3 clusters Score -6282484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -6282497.000000 Penalty: 5495.504883
	Iteration 43Q: 3 clusters Score -6282497 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -6282510.500000 Penalty: 5495.504883
	Iteration 44Q: 3 clusters Score -6282510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -6282516.000000 Penalty: 5495.504883
	Iteration 45Q: 3 clusters Score -6282516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57404 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -6282516.000000 Penalty: 5495.504883
	Iteration 46Q: 3 clusters Score -6282516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -6282506.500000 Penalty: 5495.504883
	Iteration 47Q: 3 clusters Score -6282506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -6282512.000000 Penalty: 5495.504883
	Iteration 48Q: 3 clusters Score -6282512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -6282528.000000 Penalty: 5495.504883
	Iteration 49Q: 3 clusters Score -6282528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -6282534.500000 Penalty: 5495.504883
	Iteration 50Q: 3 clusters Score -6282534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -6282539.500000 Penalty: 5495.504883
	Iteration 51Q: 3 clusters Score -6282540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -6282552.000000 Penalty: 5495.504883
	Iteration 52Q: 3 clusters Score -6282552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -6282548.500000 Penalty: 5495.504883
	Iteration 53Q: 3 clusters Score -6282548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -6282549.000000 Penalty: 5495.504883
	Iteration 54Q: 3 clusters Score -6282549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -6282539.500000 Penalty: 5495.504883
	Iteration 55Q: 3 clusters Score -6282540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -6282554.500000 Penalty: 5495.504883
	Iteration 56Q: 3 clusters Score -6282554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -6282547.000000 Penalty: 5495.504883
	Iteration 57Q: 3 clusters Score -6282547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -6282550.500000 Penalty: 5495.504883
	Iteration 58Q: 3 clusters Score -6282550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -6282547.000000 Penalty: 5495.504883
	Iteration 59Q: 3 clusters Score -6282547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -6282552.500000 Penalty: 5495.504883
	Iteration 60F: 3 clusters Score -6282552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -6282549.000000 Penalty: 5495.504883
	Iteration 61Q: 3 clusters Score -6282549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -6282550.000000 Penalty: 5495.504883
	Iteration 62Q: 3 clusters Score -6282550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -6282556.500000 Penalty: 5495.504883
	Iteration 63Q: 3 clusters Score -6282556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -6282546.000000 Penalty: 5495.504883
	Iteration 64Q: 3 clusters Score -6282546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -6282554.500000 Penalty: 5495.504883
	Iteration 65Q: 3 clusters Score -6282554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -6282547.000000 Penalty: 5495.504883
	Iteration 66Q: 3 clusters Score -6282547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -6282543.500000 Penalty: 5495.504883
	Iteration 67Q: 3 clusters Score -6282544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -6282549.500000 Penalty: 5495.504883
	Iteration 68Q: 3 clusters Score -6282550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -6282551.500000 Penalty: 5495.504883
	Iteration 69Q: 3 clusters Score -6282552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -6282549.000000 Penalty: 5495.504883
	Iteration 70Q: 3 clusters Score -6282549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -6282547.000000 Penalty: 5495.504883
	Iteration 71Q: 3 clusters Score -6282547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -6282544.500000 Penalty: 5495.504883
	Iteration 72Q: 3 clusters Score -6282544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -6282543.500000 Penalty: 5495.504883
	Iteration 73Q: 3 clusters Score -6282544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -6282549.000000 Penalty: 5495.504883
	Iteration 74Q: 3 clusters Score -6282549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -6282546.000000 Penalty: 5495.504883
	Iteration 75Q: 3 clusters Score -6282546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -6282546.000000 Penalty: 5495.504883
	Iteration 76F: 3 clusters Score -6282546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Entering Unmasked Estep 
Score: -1025088.000000 Penalty: 2308.004150
	Iteration 0F: 2 clusters Score -1025088 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 5485 members 
Entering Unmasked Estep 
Score: -1016766.312500 Penalty: 4616.008301
	Iteration 0F: 3 clusters Score -1016766 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1019224.125000 Penalty: 4616.008301
	Iteration 1F: 3 clusters Score -1019224 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1019554.875000 Penalty: 4616.008301
	Iteration 2F: 3 clusters Score -1019555 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1019842.500000 Penalty: 4616.008301
	Iteration 3Q: 3 clusters Score -1019842 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1020143.375000 Penalty: 4616.008301
	Iteration 4Q: 3 clusters Score -1020143 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1020451.375000 Penalty: 4616.008301
	Iteration 5Q: 3 clusters Score -1020451 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1020763.812500 Penalty: 4616.008301
	Iteration 6Q: 3 clusters Score -1020764 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1021083.937500 Penalty: 4616.008301
	Iteration 7Q: 3 clusters Score -1021084 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1021375.812500 Penalty: 4616.008301
	Iteration 8Q: 3 clusters Score -1021376 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1021647.625000 Penalty: 4616.008301
	Iteration 9Q: 3 clusters Score -1021648 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1021923.500000 Penalty: 4616.008301
	Iteration 10Q: 3 clusters Score -1021924 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1022162.375000 Penalty: 4616.008301
	Iteration 11Q: 3 clusters Score -1022162 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1022336.250000 Penalty: 4616.008301
	Iteration 12Q: 3 clusters Score -1022336 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1022473.250000 Penalty: 4616.008301
	Iteration 13Q: 3 clusters Score -1022473 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1022561.375000 Penalty: 4616.008301
	Iteration 14Q: 3 clusters Score -1022561 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1022613.562500 Penalty: 4616.008301
	Iteration 15Q: 3 clusters Score -1022614 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1022668.500000 Penalty: 4616.008301
	Iteration 16Q: 3 clusters Score -1022668 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1022714.500000 Penalty: 4616.008301
	Iteration 17Q: 3 clusters Score -1022714 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1022766.312500 Penalty: 4616.008301
	Iteration 18Q: 3 clusters Score -1022766 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1022831.125000 Penalty: 4616.008301
	Iteration 19Q: 3 clusters Score -1022831 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1022893.312500 Penalty: 4616.008301
	Iteration 20F: 3 clusters Score -1022893 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1022962.062500 Penalty: 4616.008301
	Iteration 21Q: 3 clusters Score -1022962 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1023018.937500 Penalty: 4616.008301
	Iteration 22Q: 3 clusters Score -1023019 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1023068.187500 Penalty: 4616.008301
	Iteration 23Q: 3 clusters Score -1023068 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1023128.500000 Penalty: 4616.008301
	Iteration 24Q: 3 clusters Score -1023128 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1023186.187500 Penalty: 4616.008301
	Iteration 25Q: 3 clusters Score -1023186 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1023239.812500 Penalty: 4616.008301
	Iteration 26Q: 3 clusters Score -1023240 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1023288.250000 Penalty: 4616.008301
	Iteration 27Q: 3 clusters Score -1023288 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1023341.875000 Penalty: 4616.008301
	Iteration 28Q: 3 clusters Score -1023342 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1023390.625000 Penalty: 4616.008301
	Iteration 29Q: 3 clusters Score -1023391 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1023432.375000 Penalty: 4616.008301
	Iteration 30Q: 3 clusters Score -1023432 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1023467.375000 Penalty: 4616.008301
	Iteration 31Q: 3 clusters Score -1023467 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1023493.375000 Penalty: 4616.008301
	Iteration 32Q: 3 clusters Score -1023493 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1023527.437500 Penalty: 4616.008301
	Iteration 33Q: 3 clusters Score -1023527 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1023564.625000 Penalty: 4616.008301
	Iteration 34Q: 3 clusters Score -1023565 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1023600.750000 Penalty: 4616.008301
	Iteration 35Q: 3 clusters Score -1023601 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1023631.187500 Penalty: 4616.008301
	Iteration 36Q: 3 clusters Score -1023631 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1023656.250000 Penalty: 4616.008301
	Iteration 37Q: 3 clusters Score -1023656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1023671.562500 Penalty: 4616.008301
	Iteration 38Q: 3 clusters Score -1023672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1023688.750000 Penalty: 4616.008301
	Iteration 39Q: 3 clusters Score -1023689 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1023703.062500 Penalty: 4616.008301
	Iteration 40F: 3 clusters Score -1023703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1023716.125000 Penalty: 4616.008301
	Iteration 41Q: 3 clusters Score -1023716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1023724.250000 Penalty: 4616.008301
	Iteration 42Q: 3 clusters Score -1023724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1023728.687500 Penalty: 4616.008301
	Iteration 43Q: 3 clusters Score -1023729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1023730.562500 Penalty: 4616.008301
	Iteration 44Q: 3 clusters Score -1023731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1023738.500000 Penalty: 4616.008301
	Iteration 45Q: 3 clusters Score -1023738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1023741.125000 Penalty: 4616.008301
	Iteration 46Q: 3 clusters Score -1023741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1023747.062500 Penalty: 4616.008301
	Iteration 47Q: 3 clusters Score -1023747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1023748.500000 Penalty: 4616.008301
	Iteration 48Q: 3 clusters Score -1023748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1023751.500000 Penalty: 4616.008301
	Iteration 49Q: 3 clusters Score -1023752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1023752.187500 Penalty: 4616.008301
	Iteration 50Q: 3 clusters Score -1023752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1023754.187500 Penalty: 4616.008301
	Iteration 51Q: 3 clusters Score -1023754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1023758.562500 Penalty: 4616.008301
	Iteration 52Q: 3 clusters Score -1023759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1023759.562500 Penalty: 4616.008301
	Iteration 53Q: 3 clusters Score -1023760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1023758.625000 Penalty: 4616.008301
	Iteration 54Q: 3 clusters Score -1023759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1023764.875000 Penalty: 4616.008301
	Iteration 55Q: 3 clusters Score -1023765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1023768.125000 Penalty: 4616.008301
	Iteration 56Q: 3 clusters Score -1023768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1023768.562500 Penalty: 4616.008301
	Iteration 57Q: 3 clusters Score -1023769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1023774.937500 Penalty: 4616.008301
	Iteration 58Q: 3 clusters Score -1023775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1023775.625000 Penalty: 4616.008301
	Iteration 59Q: 3 clusters Score -1023776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1023781.187500 Penalty: 4616.008301
	Iteration 60F: 3 clusters Score -1023781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1023783.250000 Penalty: 4616.008301
	Iteration 61Q: 3 clusters Score -1023783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1023784.062500 Penalty: 4616.008301
	Iteration 62Q: 3 clusters Score -1023784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1023786.125000 Penalty: 4616.008301
	Iteration 63Q: 3 clusters Score -1023786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1023790.187500 Penalty: 4616.008301
	Iteration 64Q: 3 clusters Score -1023790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1023792.062500 Penalty: 4616.008301
	Iteration 65Q: 3 clusters Score -1023792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1023797.125000 Penalty: 4616.008301
	Iteration 66Q: 3 clusters Score -1023797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1023798.375000 Penalty: 4616.008301
	Iteration 67Q: 3 clusters Score -1023798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1023800.937500 Penalty: 4616.008301
	Iteration 68Q: 3 clusters Score -1023801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1023803.750000 Penalty: 4616.008301
	Iteration 69Q: 3 clusters Score -1023804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1023803.000000 Penalty: 4616.008301
	Iteration 70Q: 3 clusters Score -1023803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1023801.687500 Penalty: 4616.008301
	Iteration 71Q: 3 clusters Score -1023802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1023805.000000 Penalty: 4616.008301
	Iteration 72Q: 3 clusters Score -1023805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1023806.937500 Penalty: 4616.008301
	Iteration 73Q: 3 clusters Score -1023807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1023808.125000 Penalty: 4616.008301
	Iteration 74Q: 3 clusters Score -1023808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1023809.250000 Penalty: 4616.008301
	Iteration 75Q: 3 clusters Score -1023809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1023813.812500 Penalty: 4616.008301
	Iteration 76Q: 3 clusters Score -1023814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1023816.812500 Penalty: 4616.008301
	Iteration 77Q: 3 clusters Score -1023817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1023817.062500 Penalty: 4616.008301
	Iteration 78Q: 3 clusters Score -1023817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1023816.062500 Penalty: 4616.008301
	Iteration 79Q: 3 clusters Score -1023816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1023818.125000 Penalty: 4616.008301
	Iteration 80F: 3 clusters Score -1023818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1023821.187500 Penalty: 4616.008301
	Iteration 81Q: 3 clusters Score -1023821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1023822.937500 Penalty: 4616.008301
	Iteration 82Q: 3 clusters Score -1023823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1023824.625000 Penalty: 4616.008301
	Iteration 83Q: 3 clusters Score -1023825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1023826.000000 Penalty: 4616.008301
	Iteration 84Q: 3 clusters Score -1023826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1023830.562500 Penalty: 4616.008301
	Iteration 85Q: 3 clusters Score -1023831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1023835.562500 Penalty: 4616.008301
	Iteration 86Q: 3 clusters Score -1023836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1023840.687500 Penalty: 4616.008301
	Iteration 87Q: 3 clusters Score -1023841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1023842.687500 Penalty: 4616.008301
	Iteration 88Q: 3 clusters Score -1023843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1023844.500000 Penalty: 4616.008301
	Iteration 89Q: 3 clusters Score -1023844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1023846.750000 Penalty: 4616.008301
	Iteration 90Q: 3 clusters Score -1023847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1023847.375000 Penalty: 4616.008301
	Iteration 91Q: 3 clusters Score -1023847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1023846.687500 Penalty: 4616.008301
	Iteration 92Q: 3 clusters Score -1023847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1023847.875000 Penalty: 4616.008301
	Iteration 93Q: 3 clusters Score -1023848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1023849.000000 Penalty: 4616.008301
	Iteration 94Q: 3 clusters Score -1023849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1023849.000000 Penalty: 4616.008301
	Iteration 95F: 3 clusters Score -1023849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Entering Unmasked Estep 
Score: -1907252.750000 Penalty: 2468.082275
	Iteration 0F: 2 clusters Score -1907253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1892608.875000 Penalty: 4936.164551
	Iteration 0F: 3 clusters Score -1892609 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1897961.000000 Penalty: 4936.164551
	Iteration 1F: 3 clusters Score -1897961 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1898890.375000 Penalty: 4936.164551
	Iteration 2F: 3 clusters Score -1898890 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1900067.375000 Penalty: 4936.164551
	Iteration 3F: 3 clusters Score -1900067 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1901382.625000 Penalty: 4936.164551
	Iteration 4F: 3 clusters Score -1901383 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1902592.125000 Penalty: 4936.164551
	Iteration 5F: 3 clusters Score -1902592 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1903484.625000 Penalty: 4936.164551
	Iteration 6F: 3 clusters Score -1903485 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1904071.875000 Penalty: 4936.164551
	Iteration 7F: 3 clusters Score -1904072 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1904504.500000 Penalty: 4936.164551
	Iteration 8Q: 3 clusters Score -1904504 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1904838.375000 Penalty: 4936.164551
	Iteration 9Q: 3 clusters Score -1904838 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1905056.125000 Penalty: 4936.164551
	Iteration 10Q: 3 clusters Score -1905056 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1905214.375000 Penalty: 4936.164551
	Iteration 11Q: 3 clusters Score -1905214 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1905339.000000 Penalty: 4936.164551
	Iteration 12Q: 3 clusters Score -1905339 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1905456.000000 Penalty: 4936.164551
	Iteration 13Q: 3 clusters Score -1905456 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1905559.375000 Penalty: 4936.164551
	Iteration 14Q: 3 clusters Score -1905559 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1905639.125000 Penalty: 4936.164551
	Iteration 15Q: 3 clusters Score -1905639 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1905708.500000 Penalty: 4936.164551
	Iteration 16Q: 3 clusters Score -1905708 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1905778.750000 Penalty: 4936.164551
	Iteration 17Q: 3 clusters Score -1905779 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1905839.750000 Penalty: 4936.164551
	Iteration 18Q: 3 clusters Score -1905840 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1905909.125000 Penalty: 4936.164551
	Iteration 19Q: 3 clusters Score -1905909 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1905954.250000 Penalty: 4936.164551
	Iteration 20F: 3 clusters Score -1905954 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1905991.250000 Penalty: 4936.164551
	Iteration 21Q: 3 clusters Score -1905991 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1906023.375000 Penalty: 4936.164551
	Iteration 22Q: 3 clusters Score -1906023 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1906049.875000 Penalty: 4936.164551
	Iteration 23Q: 3 clusters Score -1906050 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1906077.750000 Penalty: 4936.164551
	Iteration 24Q: 3 clusters Score -1906078 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1906098.125000 Penalty: 4936.164551
	Iteration 25Q: 3 clusters Score -1906098 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1906124.125000 Penalty: 4936.164551
	Iteration 26Q: 3 clusters Score -1906124 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1906159.500000 Penalty: 4936.164551
	Iteration 27Q: 3 clusters Score -1906160 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1906188.500000 Penalty: 4936.164551
	Iteration 28Q: 3 clusters Score -1906188 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1906207.250000 Penalty: 4936.164551
	Iteration 29Q: 3 clusters Score -1906207 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1906230.375000 Penalty: 4936.164551
	Iteration 30Q: 3 clusters Score -1906230 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1906258.750000 Penalty: 4936.164551
	Iteration 31Q: 3 clusters Score -1906259 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1906293.000000 Penalty: 4936.164551
	Iteration 32Q: 3 clusters Score -1906293 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1906320.625000 Penalty: 4936.164551
	Iteration 33Q: 3 clusters Score -1906321 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1906347.250000 Penalty: 4936.164551
	Iteration 34Q: 3 clusters Score -1906347 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1906383.250000 Penalty: 4936.164551
	Iteration 35Q: 3 clusters Score -1906383 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1906406.375000 Penalty: 4936.164551
	Iteration 36Q: 3 clusters Score -1906406 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1906431.625000 Penalty: 4936.164551
	Iteration 37Q: 3 clusters Score -1906432 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1906465.750000 Penalty: 4936.164551
	Iteration 38Q: 3 clusters Score -1906466 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1906490.250000 Penalty: 4936.164551
	Iteration 39Q: 3 clusters Score -1906490 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1906520.500000 Penalty: 4936.164551
	Iteration 40F: 3 clusters Score -1906520 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1906546.375000 Penalty: 4936.164551
	Iteration 41Q: 3 clusters Score -1906546 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1906579.500000 Penalty: 4936.164551
	Iteration 42Q: 3 clusters Score -1906580 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1906610.500000 Penalty: 4936.164551
	Iteration 43Q: 3 clusters Score -1906610 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1906642.875000 Penalty: 4936.164551
	Iteration 44Q: 3 clusters Score -1906643 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1906672.000000 Penalty: 4936.164551
	Iteration 45Q: 3 clusters Score -1906672 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1906702.875000 Penalty: 4936.164551
	Iteration 46Q: 3 clusters Score -1906703 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1906730.750000 Penalty: 4936.164551
	Iteration 47Q: 3 clusters Score -1906731 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1906755.875000 Penalty: 4936.164551
	Iteration 48Q: 3 clusters Score -1906756 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1906770.000000 Penalty: 4936.164551
	Iteration 49Q: 3 clusters Score -1906770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1906776.125000 Penalty: 4936.164551
	Iteration 50Q: 3 clusters Score -1906776 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1906788.625000 Penalty: 4936.164551
	Iteration 51Q: 3 clusters Score -1906789 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1906811.250000 Penalty: 4936.164551
	Iteration 52Q: 3 clusters Score -1906811 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1906818.375000 Penalty: 4936.164551
	Iteration 53Q: 3 clusters Score -1906818 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1906828.625000 Penalty: 4936.164551
	Iteration 54Q: 3 clusters Score -1906829 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1906837.375000 Penalty: 4936.164551
	Iteration 55Q: 3 clusters Score -1906837 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1906841.125000 Penalty: 4936.164551
	Iteration 56Q: 3 clusters Score -1906841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1906847.500000 Penalty: 4936.164551
	Iteration 57Q: 3 clusters Score -1906848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1906848.500000 Penalty: 4936.164551
	Iteration 58Q: 3 clusters Score -1906848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1906858.000000 Penalty: 4936.164551
	Iteration 59Q: 3 clusters Score -1906858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1906875.000000 Penalty: 4936.164551
	Iteration 60F: 3 clusters Score -1906875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1906878.500000 Penalty: 4936.164551
	Iteration 61Q: 3 clusters Score -1906878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1906885.625000 Penalty: 4936.164551
	Iteration 62Q: 3 clusters Score -1906886 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1906895.375000 Penalty: 4936.164551
	Iteration 63Q: 3 clusters Score -1906895 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1906899.375000 Penalty: 4936.164551
	Iteration 64Q: 3 clusters Score -1906899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1906906.250000 Penalty: 4936.164551
	Iteration 65Q: 3 clusters Score -1906906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1906905.875000 Penalty: 4936.164551
	Iteration 66Q: 3 clusters Score -1906906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1906909.625000 Penalty: 4936.164551
	Iteration 67Q: 3 clusters Score -1906910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1906910.750000 Penalty: 4936.164551
	Iteration 68Q: 3 clusters Score -1906911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1906914.125000 Penalty: 4936.164551
	Iteration 69Q: 3 clusters Score -1906914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1906923.750000 Penalty: 4936.164551
	Iteration 70Q: 3 clusters Score -1906924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1906933.000000 Penalty: 4936.164551
	Iteration 71Q: 3 clusters Score -1906933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1906927.875000 Penalty: 4936.164551
	Iteration 72Q: 3 clusters Score -1906928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1906935.375000 Penalty: 4936.164551
	Iteration 73Q: 3 clusters Score -1906935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1906933.000000 Penalty: 4936.164551
	Iteration 74Q: 3 clusters Score -1906933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1906935.125000 Penalty: 4936.164551
	Iteration 75Q: 3 clusters Score -1906935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1906938.750000 Penalty: 4936.164551
	Iteration 76Q: 3 clusters Score -1906939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1906941.125000 Penalty: 4936.164551
	Iteration 77Q: 3 clusters Score -1906941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1906949.375000 Penalty: 4936.164551
	Iteration 78Q: 3 clusters Score -1906949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1906947.000000 Penalty: 4936.164551
	Iteration 79Q: 3 clusters Score -1906947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1906945.000000 Penalty: 4936.164551
	Iteration 80F: 3 clusters Score -1906945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1906948.750000 Penalty: 4936.164551
	Iteration 81Q: 3 clusters Score -1906949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1906944.625000 Penalty: 4936.164551
	Iteration 82Q: 3 clusters Score -1906945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1906949.500000 Penalty: 4936.164551
	Iteration 83Q: 3 clusters Score -1906950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1906954.875000 Penalty: 4936.164551
	Iteration 84Q: 3 clusters Score -1906955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1906956.000000 Penalty: 4936.164551
	Iteration 85Q: 3 clusters Score -1906956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1906955.625000 Penalty: 4936.164551
	Iteration 86Q: 3 clusters Score -1906956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1906954.000000 Penalty: 4936.164551
	Iteration 87Q: 3 clusters Score -1906954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1906954.500000 Penalty: 4936.164551
	Iteration 88Q: 3 clusters Score -1906954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1906954.500000 Penalty: 4936.164551
	Iteration 89F: 3 clusters Score -1906954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Entering Unmasked Estep 
Score: -354548.531250 Penalty: 2044.268799
	Iteration 0F: 2 clusters Score -354548.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -350823.718750 Penalty: 4088.537598
	Iteration 0F: 3 clusters Score -350823.7 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -351585.968750 Penalty: 4088.537598
	Iteration 1F: 3 clusters Score -351586 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -351756.562500 Penalty: 4088.537598
	Iteration 2F: 3 clusters Score -351756.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -351843.187500 Penalty: 4088.537598
	Iteration 3Q: 3 clusters Score -351843.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -351917.468750 Penalty: 4088.537598
	Iteration 4Q: 3 clusters Score -351917.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -351967.156250 Penalty: 4088.537598
	Iteration 5Q: 3 clusters Score -351967.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -352023.437500 Penalty: 4088.537598
	Iteration 6Q: 3 clusters Score -352023.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -352080.906250 Penalty: 4088.537598
	Iteration 7Q: 3 clusters Score -352080.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -352147.968750 Penalty: 4088.537598
	Iteration 8Q: 3 clusters Score -352148 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -352266.625000 Penalty: 4088.537598
	Iteration 9Q: 3 clusters Score -352266.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -352471.218750 Penalty: 4088.537598
	Iteration 10Q: 3 clusters Score -352471.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -352789.906250 Penalty: 4088.537598
	Iteration 11F: 3 clusters Score -352789.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -353177.875000 Penalty: 4088.537598
	Iteration 12F: 3 clusters Score -353177.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -353415.625000 Penalty: 4088.537598
	Iteration 13F: 3 clusters Score -353415.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -353539.343750 Penalty: 4088.537598
	Iteration 14Q: 3 clusters Score -353539.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -353589.187500 Penalty: 4088.537598
	Iteration 15Q: 3 clusters Score -353589.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -353614.531250 Penalty: 4088.537598
	Iteration 16Q: 3 clusters Score -353614.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -353622.687500 Penalty: 4088.537598
	Iteration 17Q: 3 clusters Score -353622.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -353629.875000 Penalty: 4088.537598
	Iteration 18Q: 3 clusters Score -353629.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -353635.906250 Penalty: 4088.537598
	Iteration 19Q: 3 clusters Score -353635.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -353640.468750 Penalty: 4088.537598
	Iteration 20F: 3 clusters Score -353640.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -353644.000000 Penalty: 4088.537598
	Iteration 21Q: 3 clusters Score -353644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -353646.218750 Penalty: 4088.537598
	Iteration 22Q: 3 clusters Score -353646.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -353648.593750 Penalty: 4088.537598
	Iteration 23Q: 3 clusters Score -353648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -353649.968750 Penalty: 4088.537598
	Iteration 24Q: 3 clusters Score -353650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -353650.812500 Penalty: 4088.537598
	Iteration 25Q: 3 clusters Score -353650.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -353652.437500 Penalty: 4088.537598
	Iteration 26Q: 3 clusters Score -353652.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -353654.062500 Penalty: 4088.537598
	Iteration 27Q: 3 clusters Score -353654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -353654.593750 Penalty: 4088.537598
	Iteration 28Q: 3 clusters Score -353654.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -353656.187500 Penalty: 4088.537598
	Iteration 29Q: 3 clusters Score -353656.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -353656.593750 Penalty: 4088.537598
	Iteration 30Q: 3 clusters Score -353656.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -353657.187500 Penalty: 4088.537598
	Iteration 31Q: 3 clusters Score -353657.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -353657.187500 Penalty: 4088.537598
	Iteration 32F: 3 clusters Score -353657.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Entering Unmasked Estep 
Score: -970125.062500 Penalty: 2291.663574
	Iteration 0F: 2 clusters Score -970125.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -962259.000000 Penalty: 4583.327148
	Iteration 0F: 3 clusters Score -962259 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -964667.437500 Penalty: 4583.327148
	Iteration 1F: 3 clusters Score -964667.4 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -965052.500000 Penalty: 4583.327148
	Iteration 2F: 3 clusters Score -965052.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -965364.562500 Penalty: 4583.327148
	Iteration 3F: 3 clusters Score -965364.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -965685.750000 Penalty: 4583.327148
	Iteration 4F: 3 clusters Score -965685.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -966028.875000 Penalty: 4583.327148
	Iteration 5Q: 3 clusters Score -966028.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -966425.500000 Penalty: 4583.327148
	Iteration 6Q: 3 clusters Score -966425.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -966877.187500 Penalty: 4583.327148
	Iteration 7Q: 3 clusters Score -966877.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -967321.437500 Penalty: 4583.327148
	Iteration 8Q: 3 clusters Score -967321.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -967689.937500 Penalty: 4583.327148
	Iteration 9Q: 3 clusters Score -967689.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -967948.312500 Penalty: 4583.327148
	Iteration 10Q: 3 clusters Score -967948.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -968100.000000 Penalty: 4583.327148
	Iteration 11Q: 3 clusters Score -968100 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -968176.250000 Penalty: 4583.327148
	Iteration 12Q: 3 clusters Score -968176.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -968223.312500 Penalty: 4583.327148
	Iteration 13Q: 3 clusters Score -968223.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -968256.500000 Penalty: 4583.327148
	Iteration 14Q: 3 clusters Score -968256.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -968276.812500 Penalty: 4583.327148
	Iteration 15Q: 3 clusters Score -968276.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -968290.437500 Penalty: 4583.327148
	Iteration 16Q: 3 clusters Score -968290.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -968302.375000 Penalty: 4583.327148
	Iteration 17Q: 3 clusters Score -968302.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -968312.812500 Penalty: 4583.327148
	Iteration 18Q: 3 clusters Score -968312.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -968318.875000 Penalty: 4583.327148
	Iteration 19Q: 3 clusters Score -968318.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -968324.062500 Penalty: 4583.327148
	Iteration 20F: 3 clusters Score -968324.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -968327.062500 Penalty: 4583.327148
	Iteration 21Q: 3 clusters Score -968327.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -968330.937500 Penalty: 4583.327148
	Iteration 22Q: 3 clusters Score -968330.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -968333.250000 Penalty: 4583.327148
	Iteration 23Q: 3 clusters Score -968333.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -968333.625000 Penalty: 4583.327148
	Iteration 24Q: 3 clusters Score -968333.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -968334.562500 Penalty: 4583.327148
	Iteration 25Q: 3 clusters Score -968334.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -968336.312500 Penalty: 4583.327148
	Iteration 26Q: 3 clusters Score -968336.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -968340.062500 Penalty: 4583.327148
	Iteration 27Q: 3 clusters Score -968340.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -968340.500000 Penalty: 4583.327148
	Iteration 28Q: 3 clusters Score -968340.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -968338.250000 Penalty: 4583.327148
	Iteration 29Q: 3 clusters Score -968338.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -968340.187500 Penalty: 4583.327148
	Iteration 30Q: 3 clusters Score -968340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -968341.937500 Penalty: 4583.327148
	Iteration 31Q: 3 clusters Score -968341.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -968340.312500 Penalty: 4583.327148
	Iteration 32Q: 3 clusters Score -968340.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -968340.312500 Penalty: 4583.327148
	Iteration 33F: 3 clusters Score -968340.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Entering Unmasked Estep 
Score: -2398670.500000 Penalty: 2506.677490
	Iteration 0F: 2 clusters Score -2398670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2381835.000000 Penalty: 5013.354980
	Iteration 0F: 3 clusters Score -2381835 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2387567.000000 Penalty: 5013.354980
	Iteration 1F: 3 clusters Score -2387567 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2387984.250000 Penalty: 5013.354980
	Iteration 2F: 3 clusters Score -2387984 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2388327.750000 Penalty: 5013.354980
	Iteration 3Q: 3 clusters Score -2388328 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2388615.250000 Penalty: 5013.354980
	Iteration 4Q: 3 clusters Score -2388615 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2388908.750000 Penalty: 5013.354980
	Iteration 5Q: 3 clusters Score -2388909 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2389239.750000 Penalty: 5013.354980
	Iteration 6Q: 3 clusters Score -2389240 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2389656.000000 Penalty: 5013.354980
	Iteration 7Q: 3 clusters Score -2389656 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2390168.500000 Penalty: 5013.354980
	Iteration 8Q: 3 clusters Score -2390168 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2390841.750000 Penalty: 5013.354980
	Iteration 9Q: 3 clusters Score -2390842 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2391669.750000 Penalty: 5013.354980
	Iteration 10F: 3 clusters Score -2391670 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2392560.000000 Penalty: 5013.354980
	Iteration 11F: 3 clusters Score -2392560 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2393543.750000 Penalty: 5013.354980
	Iteration 12F: 3 clusters Score -2393544 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2394475.250000 Penalty: 5013.354980
	Iteration 13Q: 3 clusters Score -2394475 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2395197.500000 Penalty: 5013.354980
	Iteration 14Q: 3 clusters Score -2395198 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2395690.500000 Penalty: 5013.354980
	Iteration 15Q: 3 clusters Score -2395690 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2396007.750000 Penalty: 5013.354980
	Iteration 16Q: 3 clusters Score -2396008 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2396197.000000 Penalty: 5013.354980
	Iteration 17Q: 3 clusters Score -2396197 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2396293.500000 Penalty: 5013.354980
	Iteration 18Q: 3 clusters Score -2396294 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2396364.250000 Penalty: 5013.354980
	Iteration 19Q: 3 clusters Score -2396364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2396399.500000 Penalty: 5013.354980
	Iteration 20F: 3 clusters Score -2396400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2396429.500000 Penalty: 5013.354980
	Iteration 21Q: 3 clusters Score -2396430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2396456.000000 Penalty: 5013.354980
	Iteration 22Q: 3 clusters Score -2396456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2396482.000000 Penalty: 5013.354980
	Iteration 23Q: 3 clusters Score -2396482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2396496.500000 Penalty: 5013.354980
	Iteration 24Q: 3 clusters Score -2396496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2396508.250000 Penalty: 5013.354980
	Iteration 25Q: 3 clusters Score -2396508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2396512.000000 Penalty: 5013.354980
	Iteration 26Q: 3 clusters Score -2396512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2396515.250000 Penalty: 5013.354980
	Iteration 27Q: 3 clusters Score -2396515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2396515.500000 Penalty: 5013.354980
	Iteration 28Q: 3 clusters Score -2396516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2396515.250000 Penalty: 5013.354980
	Iteration 29Q: 3 clusters Score -2396515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2396520.250000 Penalty: 5013.354980
	Iteration 30Q: 3 clusters Score -2396520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2396526.500000 Penalty: 5013.354980
	Iteration 31Q: 3 clusters Score -2396526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2396529.000000 Penalty: 5013.354980
	Iteration 32Q: 3 clusters Score -2396529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2396532.000000 Penalty: 5013.354980
	Iteration 33Q: 3 clusters Score -2396532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2396532.000000 Penalty: 5013.354980
	Iteration 34F: 3 clusters Score -2396532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Entering Unmasked Estep 
Score: -257884.531250 Penalty: 1959.725220
	Iteration 0F: 2 clusters Score -257884.5 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 1344 members 
Entering Unmasked Estep 
Score: -254810.984375 Penalty: 3919.450439
	Iteration 0F: 3 clusters Score -254811 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -255368.531250 Penalty: 3919.450439
	Iteration 1F: 3 clusters Score -255368.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -255508.828125 Penalty: 3919.450439
	Iteration 2F: 3 clusters Score -255508.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -255586.875000 Penalty: 3919.450439
	Iteration 3Q: 3 clusters Score -255586.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -255640.203125 Penalty: 3919.450439
	Iteration 4Q: 3 clusters Score -255640.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -255668.343750 Penalty: 3919.450439
	Iteration 5Q: 3 clusters Score -255668.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -255693.890625 Penalty: 3919.450439
	Iteration 6Q: 3 clusters Score -255693.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -255715.906250 Penalty: 3919.450439
	Iteration 7Q: 3 clusters Score -255715.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -255732.515625 Penalty: 3919.450439
	Iteration 8Q: 3 clusters Score -255732.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -255743.140625 Penalty: 3919.450439
	Iteration 9Q: 3 clusters Score -255743.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -255755.968750 Penalty: 3919.450439
	Iteration 10Q: 3 clusters Score -255756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -255771.156250 Penalty: 3919.450439
	Iteration 11Q: 3 clusters Score -255771.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -255781.937500 Penalty: 3919.450439
	Iteration 12Q: 3 clusters Score -255781.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -255789.781250 Penalty: 3919.450439
	Iteration 13Q: 3 clusters Score -255789.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -255795.578125 Penalty: 3919.450439
	Iteration 14Q: 3 clusters Score -255795.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -255800.687500 Penalty: 3919.450439
	Iteration 15Q: 3 clusters Score -255800.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -255806.578125 Penalty: 3919.450439
	Iteration 16Q: 3 clusters Score -255806.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -255809.125000 Penalty: 3919.450439
	Iteration 17Q: 3 clusters Score -255809.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -255809.953125 Penalty: 3919.450439
	Iteration 18Q: 3 clusters Score -255810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -255810.531250 Penalty: 3919.450439
	Iteration 19Q: 3 clusters Score -255810.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -255810.921875 Penalty: 3919.450439
	Iteration 20F: 3 clusters Score -255810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -255811.843750 Penalty: 3919.450439
	Iteration 21Q: 3 clusters Score -255811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -255812.750000 Penalty: 3919.450439
	Iteration 22Q: 3 clusters Score -255812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -255813.203125 Penalty: 3919.450439
	Iteration 23Q: 3 clusters Score -255813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -255814.437500 Penalty: 3919.450439
	Iteration 24Q: 3 clusters Score -255814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -255815.703125 Penalty: 3919.450439
	Iteration 25Q: 3 clusters Score -255815.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -255815.703125 Penalty: 3919.450439
	Iteration 26F: 3 clusters Score -255815.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Entering Unmasked Estep 
Score: -2333443.750000 Penalty: 2503.236328
	Iteration 0F: 2 clusters Score -2333444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2316737.500000 Penalty: 5006.472656
	Iteration 0F: 3 clusters Score -2316738 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2322484.000000 Penalty: 5006.472656
	Iteration 1F: 3 clusters Score -2322484 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2322918.500000 Penalty: 5006.472656
	Iteration 2Q: 3 clusters Score -2322918 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2323374.000000 Penalty: 5006.472656
	Iteration 3Q: 3 clusters Score -2323374 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2323858.750000 Penalty: 5006.472656
	Iteration 4Q: 3 clusters Score -2323859 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2324397.000000 Penalty: 5006.472656
	Iteration 5Q: 3 clusters Score -2324397 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2325003.750000 Penalty: 5006.472656
	Iteration 6Q: 3 clusters Score -2325004 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2325679.250000 Penalty: 5006.472656
	Iteration 7Q: 3 clusters Score -2325679 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2326400.250000 Penalty: 5006.472656
	Iteration 8F: 3 clusters Score -2326400 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2327144.750000 Penalty: 5006.472656
	Iteration 9Q: 3 clusters Score -2327145 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2327902.750000 Penalty: 5006.472656
	Iteration 10Q: 3 clusters Score -2327903 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2328645.750000 Penalty: 5006.472656
	Iteration 11Q: 3 clusters Score -2328646 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2329251.750000 Penalty: 5006.472656
	Iteration 12Q: 3 clusters Score -2329252 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2329749.500000 Penalty: 5006.472656
	Iteration 13Q: 3 clusters Score -2329750 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2330208.250000 Penalty: 5006.472656
	Iteration 14Q: 3 clusters Score -2330208 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2330616.750000 Penalty: 5006.472656
	Iteration 15Q: 3 clusters Score -2330617 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2330997.000000 Penalty: 5006.472656
	Iteration 16Q: 3 clusters Score -2330997 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2331315.000000 Penalty: 5006.472656
	Iteration 17Q: 3 clusters Score -2331315 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2331546.000000 Penalty: 5006.472656
	Iteration 18Q: 3 clusters Score -2331546 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2331748.750000 Penalty: 5006.472656
	Iteration 19Q: 3 clusters Score -2331749 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2331915.250000 Penalty: 5006.472656
	Iteration 20F: 3 clusters Score -2331915 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2332070.500000 Penalty: 5006.472656
	Iteration 21Q: 3 clusters Score -2332070 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2332186.500000 Penalty: 5006.472656
	Iteration 22Q: 3 clusters Score -2332186 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2332301.500000 Penalty: 5006.472656
	Iteration 23Q: 3 clusters Score -2332302 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2332389.000000 Penalty: 5006.472656
	Iteration 24Q: 3 clusters Score -2332389 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2332455.250000 Penalty: 5006.472656
	Iteration 25Q: 3 clusters Score -2332455 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2332526.000000 Penalty: 5006.472656
	Iteration 26Q: 3 clusters Score -2332526 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2332573.000000 Penalty: 5006.472656
	Iteration 27Q: 3 clusters Score -2332573 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2332629.000000 Penalty: 5006.472656
	Iteration 28Q: 3 clusters Score -2332629 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2332662.750000 Penalty: 5006.472656
	Iteration 29Q: 3 clusters Score -2332663 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2332700.250000 Penalty: 5006.472656
	Iteration 30Q: 3 clusters Score -2332700 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2332723.500000 Penalty: 5006.472656
	Iteration 31Q: 3 clusters Score -2332724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2332739.000000 Penalty: 5006.472656
	Iteration 32Q: 3 clusters Score -2332739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2332752.250000 Penalty: 5006.472656
	Iteration 33Q: 3 clusters Score -2332752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2332760.750000 Penalty: 5006.472656
	Iteration 34Q: 3 clusters Score -2332761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2332767.250000 Penalty: 5006.472656
	Iteration 35Q: 3 clusters Score -2332767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2332774.250000 Penalty: 5006.472656
	Iteration 36Q: 3 clusters Score -2332774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2332776.750000 Penalty: 5006.472656
	Iteration 37Q: 3 clusters Score -2332777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2332776.500000 Penalty: 5006.472656
	Iteration 38Q: 3 clusters Score -2332776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2332769.000000 Penalty: 5006.472656
	Iteration 39Q: 3 clusters Score -2332769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2332771.250000 Penalty: 5006.472656
	Iteration 40F: 3 clusters Score -2332771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2332774.000000 Penalty: 5006.472656
	Iteration 41Q: 3 clusters Score -2332774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2332773.750000 Penalty: 5006.472656
	Iteration 42Q: 3 clusters Score -2332774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2332775.500000 Penalty: 5006.472656
	Iteration 43Q: 3 clusters Score -2332776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2332775.500000 Penalty: 5006.472656
	Iteration 44F: 3 clusters Score -2332776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (218374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218374 members 
Entering Unmasked Estep 
Score: -21379074.000000 Penalty: 3048.903076
	Iteration 0F: 2 clusters Score -2.137907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108933 members 
Mstep: Class 2 contains 109441 members 
Entering Unmasked Estep 
Score: -21234882.000000 Penalty: 6097.806152
	Iteration 0F: 3 clusters Score -2.123488e+07 nChanged 105075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104320 members 
Mstep: Class 2 contains 114054 members 
Entering Unmasked Estep 
Score: -21296976.000000 Penalty: 6097.806152
	Iteration 1F: 3 clusters Score -2.129698e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101387 members 
Mstep: Class 2 contains 116987 members 
Entering Unmasked Estep 
Score: -21298132.000000 Penalty: 6097.806152
	Iteration 2Q: 3 clusters Score -2.129813e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96961 members 
Mstep: Class 2 contains 121413 members 
Entering Unmasked Estep 
Score: -21299782.000000 Penalty: 6097.806152
	Iteration 3Q: 3 clusters Score -2.129978e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90056 members 
Mstep: Class 2 contains 128318 members 
Entering Unmasked Estep 
Score: -21302400.000000 Penalty: 6097.806152
	Iteration 4Q: 3 clusters Score -2.13024e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79639 members 
Mstep: Class 2 contains 138735 members 
Entering Unmasked Estep 
Score: -21307146.000000 Penalty: 6097.806152
	Iteration 5Q: 3 clusters Score -2.130715e+07 nChanged 15367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 154048 members 
Entering Unmasked Estep 
Score: -21317306.000000 Penalty: 6097.806152
	Iteration 6F: 3 clusters Score -2.131731e+07 nChanged 20199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 174231 members 
Entering Unmasked Estep 
Score: -21334604.000000 Penalty: 6097.806152
	Iteration 7F: 3 clusters Score -2.13346e+07 nChanged 21088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 195315 members 
Entering Unmasked Estep 
Score: -21354812.000000 Penalty: 6097.806152
	Iteration 8F: 3 clusters Score -2.135481e+07 nChanged 14359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 209670 members 
Entering Unmasked Estep 
Score: -21368466.000000 Penalty: 6097.806152
	Iteration 9F: 3 clusters Score -2.136847e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 215928 members 
Entering Unmasked Estep 
Score: -21374138.000000 Penalty: 6097.806152
	Iteration 10Q: 3 clusters Score -2.137414e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 217718 members 
Entering Unmasked Estep 
Score: -21375710.000000 Penalty: 6097.806152
	Iteration 11Q: 3 clusters Score -2.137571e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 218087 members 
Entering Unmasked Estep 
Score: -21376168.000000 Penalty: 6097.806152
	Iteration 12Q: 3 clusters Score -2.137617e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 218153 members 
Entering Unmasked Estep 
Score: -21376316.000000 Penalty: 6097.806152
	Iteration 13Q: 3 clusters Score -2.137632e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 218170 members 
Entering Unmasked Estep 
Score: -21376358.000000 Penalty: 6097.806152
	Iteration 14Q: 3 clusters Score -2.137636e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 218177 members 
Entering Unmasked Estep 
Score: -21376380.000000 Penalty: 6097.806152
	Iteration 15Q: 3 clusters Score -2.137638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 218185 members 
Entering Unmasked Estep 
Score: -21376386.000000 Penalty: 6097.806152
	Iteration 16Q: 3 clusters Score -2.137639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 218190 members 
Entering Unmasked Estep 
Score: -21376436.000000 Penalty: 6097.806152
	Iteration 17Q: 3 clusters Score -2.137644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 218195 members 
Entering Unmasked Estep 
Score: -21376440.000000 Penalty: 6097.806152
	Iteration 18Q: 3 clusters Score -2.137644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 218197 members 
Entering Unmasked Estep 
Score: -21376444.000000 Penalty: 6097.806152
	Iteration 19Q: 3 clusters Score -2.137644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 218199 members 
Entering Unmasked Estep 
Score: -21376446.000000 Penalty: 6097.806152
	Iteration 20F: 3 clusters Score -2.137645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 218198 members 
Entering Unmasked Estep 
Score: -21376442.000000 Penalty: 6097.806152
	Iteration 21Q: 3 clusters Score -2.137644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 218198 members 
Entering Unmasked Estep 
Score: -21376442.000000 Penalty: 6097.806152
	Iteration 22F: 3 clusters Score -2.137644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (304401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304401 members 
Entering Unmasked Estep 
Score: -29831188.000000 Penalty: 3131.273193
	Iteration 0F: 2 clusters Score -2.983119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152026 members 
Mstep: Class 2 contains 152375 members 
Entering Unmasked Estep 
Score: -29636342.000000 Penalty: 6262.546387
	Iteration 0F: 3 clusters Score -2.963634e+07 nChanged 147642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146908 members 
Mstep: Class 2 contains 157493 members 
Entering Unmasked Estep 
Score: -29724096.000000 Penalty: 6262.546387
	Iteration 1F: 3 clusters Score -2.97241e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142851 members 
Mstep: Class 2 contains 161550 members 
Entering Unmasked Estep 
Score: -29726082.000000 Penalty: 6262.546387
	Iteration 2Q: 3 clusters Score -2.972608e+07 nChanged 10990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136193 members 
Mstep: Class 2 contains 168208 members 
Entering Unmasked Estep 
Score: -29729580.000000 Penalty: 6262.546387
	Iteration 3Q: 3 clusters Score -2.972958e+07 nChanged 14356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125981 members 
Mstep: Class 2 contains 178420 members 
Entering Unmasked Estep 
Score: -29735490.000000 Penalty: 6262.546387
	Iteration 4Q: 3 clusters Score -2.973549e+07 nChanged 18795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111354 members 
Mstep: Class 2 contains 193047 members 
Entering Unmasked Estep 
Score: -29744862.000000 Penalty: 6262.546387
	Iteration 5F: 3 clusters Score -2.974486e+07 nChanged 22371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92699 members 
Mstep: Class 2 contains 211702 members 
Entering Unmasked Estep 
Score: -29757288.000000 Penalty: 6262.546387
	Iteration 6F: 3 clusters Score -2.975729e+07 nChanged 23154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72241 members 
Mstep: Class 2 contains 232160 members 
Entering Unmasked Estep 
Score: -29771644.000000 Penalty: 6262.546387
	Iteration 7F: 3 clusters Score -2.977164e+07 nChanged 20930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 251634 members 
Entering Unmasked Estep 
Score: -29785560.000000 Penalty: 6262.546387
	Iteration 8F: 3 clusters Score -2.978556e+07 nChanged 17427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 268617 members 
Entering Unmasked Estep 
Score: -29797866.000000 Penalty: 6262.546387
	Iteration 9F: 3 clusters Score -2.979787e+07 nChanged 13966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 282501 members 
Entering Unmasked Estep 
Score: -29809246.000000 Penalty: 6262.546387
	Iteration 10Q: 3 clusters Score -2.980925e+07 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 292682 members 
Entering Unmasked Estep 
Score: -29818200.000000 Penalty: 6262.546387
	Iteration 11Q: 3 clusters Score -2.98182e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 298924 members 
Entering Unmasked Estep 
Score: -29823714.000000 Penalty: 6262.546387
	Iteration 12Q: 3 clusters Score -2.982371e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 302010 members 
Entering Unmasked Estep 
Score: -29826460.000000 Penalty: 6262.546387
	Iteration 13Q: 3 clusters Score -2.982646e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 303196 members 
Entering Unmasked Estep 
Score: -29827532.000000 Penalty: 6262.546387
	Iteration 14Q: 3 clusters Score -2.982753e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 303645 members 
Entering Unmasked Estep 
Score: -29828010.000000 Penalty: 6262.546387
	Iteration 15Q: 3 clusters Score -2.982801e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 303812 members 
Entering Unmasked Estep 
Score: -29828192.000000 Penalty: 6262.546387
	Iteration 16Q: 3 clusters Score -2.982819e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 303895 members 
Entering Unmasked Estep 
Score: -29828262.000000 Penalty: 6262.546387
	Iteration 17Q: 3 clusters Score -2.982826e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 303936 members 
Entering Unmasked Estep 
Score: -29828330.000000 Penalty: 6262.546387
	Iteration 18Q: 3 clusters Score -2.982833e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 303955 members 
Entering Unmasked Estep 
Score: -29828358.000000 Penalty: 6262.546387
	Iteration 19Q: 3 clusters Score -2.982836e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 303970 members 
Entering Unmasked Estep 
Score: -29828366.000000 Penalty: 6262.546387
	Iteration 20F: 3 clusters Score -2.982837e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 303984 members 
Entering Unmasked Estep 
Score: -29828366.000000 Penalty: 6262.546387
	Iteration 21Q: 3 clusters Score -2.982837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 303994 members 
Entering Unmasked Estep 
Score: -29828382.000000 Penalty: 6262.546387
	Iteration 22Q: 3 clusters Score -2.982838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 304002 members 
Entering Unmasked Estep 
Score: -29828390.000000 Penalty: 6262.546387
	Iteration 23Q: 3 clusters Score -2.982839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 304003 members 
Entering Unmasked Estep 
Score: -29828400.000000 Penalty: 6262.546387
	Iteration 24Q: 3 clusters Score -2.98284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 304007 members 
Entering Unmasked Estep 
Score: -29828394.000000 Penalty: 6262.546387
	Iteration 25Q: 3 clusters Score -2.982839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 304011 members 
Entering Unmasked Estep 
Score: -29828408.000000 Penalty: 6262.546387
	Iteration 26Q: 3 clusters Score -2.982841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 304014 members 
Entering Unmasked Estep 
Score: -29828416.000000 Penalty: 6262.546387
	Iteration 27Q: 3 clusters Score -2.982842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 304015 members 
Entering Unmasked Estep 
Score: -29828400.000000 Penalty: 6262.546387
	Iteration 28Q: 3 clusters Score -2.98284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 304020 members 
Entering Unmasked Estep 
Score: -29828422.000000 Penalty: 6262.546387
	Iteration 29Q: 3 clusters Score -2.982842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 304026 members 
Entering Unmasked Estep 
Score: -29828436.000000 Penalty: 6262.546387
	Iteration 30Q: 3 clusters Score -2.982844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 304030 members 
Entering Unmasked Estep 
Score: -29828442.000000 Penalty: 6262.546387
	Iteration 31Q: 3 clusters Score -2.982844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 304032 members 
Entering Unmasked Estep 
Score: -29828448.000000 Penalty: 6262.546387
	Iteration 32Q: 3 clusters Score -2.982845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 304033 members 
Entering Unmasked Estep 
Score: -29828450.000000 Penalty: 6262.546387
	Iteration 33Q: 3 clusters Score -2.982845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 304035 members 
Entering Unmasked Estep 
Score: -29828460.000000 Penalty: 6262.546387
	Iteration 34Q: 3 clusters Score -2.982846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 304037 members 
Entering Unmasked Estep 
Score: -29828456.000000 Penalty: 6262.546387
	Iteration 35Q: 3 clusters Score -2.982846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 304037 members 
Entering Unmasked Estep 
Score: -29828456.000000 Penalty: 6262.546387
	Iteration 36F: 3 clusters Score -2.982846e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Entering Unmasked Estep 
Score: -2823340.750000 Penalty: 2547.098389
	Iteration 0F: 2 clusters Score -2823341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2803443.000000 Penalty: 5094.196777
	Iteration 0F: 3 clusters Score -2803443 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2810325.500000 Penalty: 5094.196777
	Iteration 1F: 3 clusters Score -2810326 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2810753.250000 Penalty: 5094.196777
	Iteration 2Q: 3 clusters Score -2810753 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2811159.500000 Penalty: 5094.196777
	Iteration 3Q: 3 clusters Score -2811160 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2811593.500000 Penalty: 5094.196777
	Iteration 4Q: 3 clusters Score -2811594 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2812104.250000 Penalty: 5094.196777
	Iteration 5Q: 3 clusters Score -2812104 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2812658.250000 Penalty: 5094.196777
	Iteration 6Q: 3 clusters Score -2812658 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2813364.250000 Penalty: 5094.196777
	Iteration 7Q: 3 clusters Score -2813364 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2814406.750000 Penalty: 5094.196777
	Iteration 8F: 3 clusters Score -2814407 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2815714.250000 Penalty: 5094.196777
	Iteration 9F: 3 clusters Score -2815714 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -2817250.750000 Penalty: 5094.196777
	Iteration 10F: 3 clusters Score -2817251 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -2818753.500000 Penalty: 5094.196777
	Iteration 11F: 3 clusters Score -2818754 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -2819836.000000 Penalty: 5094.196777
	Iteration 12Q: 3 clusters Score -2819836 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -2820405.750000 Penalty: 5094.196777
	Iteration 13Q: 3 clusters Score -2820406 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -2820693.250000 Penalty: 5094.196777
	Iteration 14Q: 3 clusters Score -2820693 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -2820845.000000 Penalty: 5094.196777
	Iteration 15Q: 3 clusters Score -2820845 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -2820939.500000 Penalty: 5094.196777
	Iteration 16Q: 3 clusters Score -2820940 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -2821000.250000 Penalty: 5094.196777
	Iteration 17Q: 3 clusters Score -2821000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -2821038.250000 Penalty: 5094.196777
	Iteration 18Q: 3 clusters Score -2821038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -2821065.500000 Penalty: 5094.196777
	Iteration 19Q: 3 clusters Score -2821066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -2821085.500000 Penalty: 5094.196777
	Iteration 20F: 3 clusters Score -2821086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -2821092.500000 Penalty: 5094.196777
	Iteration 21Q: 3 clusters Score -2821092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -2821104.500000 Penalty: 5094.196777
	Iteration 22Q: 3 clusters Score -2821104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -2821114.000000 Penalty: 5094.196777
	Iteration 23Q: 3 clusters Score -2821114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -2821120.250000 Penalty: 5094.196777
	Iteration 24Q: 3 clusters Score -2821120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -2821123.000000 Penalty: 5094.196777
	Iteration 25Q: 3 clusters Score -2821123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -2821127.500000 Penalty: 5094.196777
	Iteration 26Q: 3 clusters Score -2821128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -2821122.750000 Penalty: 5094.196777
	Iteration 27Q: 3 clusters Score -2821123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -2821125.000000 Penalty: 5094.196777
	Iteration 28Q: 3 clusters Score -2821125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -2821125.000000 Penalty: 5094.196777
	Iteration 29F: 3 clusters Score -2821125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (225557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225557 members 
Entering Unmasked Estep 
Score: -22221294.000000 Penalty: 3056.929443
	Iteration 0F: 2 clusters Score -2.222129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112879 members 
Mstep: Class 2 contains 112678 members 
Entering Unmasked Estep 
Score: -22070242.000000 Penalty: 6113.858887
	Iteration 0F: 3 clusters Score -2.207024e+07 nChanged 108915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115042 members 
Mstep: Class 2 contains 110515 members 
Entering Unmasked Estep 
Score: -22133366.000000 Penalty: 6113.858887
	Iteration 1F: 3 clusters Score -2.213337e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116451 members 
Mstep: Class 2 contains 109106 members 
Entering Unmasked Estep 
Score: -22134074.000000 Penalty: 6113.858887
	Iteration 2Q: 3 clusters Score -2.213407e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118750 members 
Mstep: Class 2 contains 106807 members 
Entering Unmasked Estep 
Score: -22134902.000000 Penalty: 6113.858887
	Iteration 3Q: 3 clusters Score -2.21349e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122545 members 
Mstep: Class 2 contains 103012 members 
Entering Unmasked Estep 
Score: -22136238.000000 Penalty: 6113.858887
	Iteration 4Q: 3 clusters Score -2.213624e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128501 members 
Mstep: Class 2 contains 97056 members 
Entering Unmasked Estep 
Score: -22138578.000000 Penalty: 6113.858887
	Iteration 5Q: 3 clusters Score -2.213858e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137694 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -22142752.000000 Penalty: 6113.858887
	Iteration 6Q: 3 clusters Score -2.214275e+07 nChanged 14371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151563 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -22151450.000000 Penalty: 6113.858887
	Iteration 7F: 3 clusters Score -2.215145e+07 nChanged 18837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170104 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -22166360.000000 Penalty: 6113.858887
	Iteration 8F: 3 clusters Score -2.216636e+07 nChanged 20706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190638 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -22185408.000000 Penalty: 6113.858887
	Iteration 9F: 3 clusters Score -2.218541e+07 nChanged 17106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207662 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -22202172.000000 Penalty: 6113.858887
	Iteration 10F: 3 clusters Score -2.220217e+07 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217927 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -22212056.000000 Penalty: 6113.858887
	Iteration 11Q: 3 clusters Score -2.221206e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222552 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -22216190.000000 Penalty: 6113.858887
	Iteration 12Q: 3 clusters Score -2.221619e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224269 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -22217722.000000 Penalty: 6113.858887
	Iteration 13Q: 3 clusters Score -2.221772e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224783 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -22218270.000000 Penalty: 6113.858887
	Iteration 14Q: 3 clusters Score -2.221827e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224947 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -22218480.000000 Penalty: 6113.858887
	Iteration 15Q: 3 clusters Score -2.221848e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225008 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -22218570.000000 Penalty: 6113.858887
	Iteration 16Q: 3 clusters Score -2.221857e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225026 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -22218612.000000 Penalty: 6113.858887
	Iteration 17Q: 3 clusters Score -2.221861e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225045 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -22218680.000000 Penalty: 6113.858887
	Iteration 18Q: 3 clusters Score -2.221868e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225051 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -22218716.000000 Penalty: 6113.858887
	Iteration 19Q: 3 clusters Score -2.221872e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225055 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -22218734.000000 Penalty: 6113.858887
	Iteration 20F: 3 clusters Score -2.221873e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225052 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -22218730.000000 Penalty: 6113.858887
	Iteration 21Q: 3 clusters Score -2.221873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225054 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -22218746.000000 Penalty: 6113.858887
	Iteration 22Q: 3 clusters Score -2.221875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225057 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -22218754.000000 Penalty: 6113.858887
	Iteration 23Q: 3 clusters Score -2.221875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225056 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -22218762.000000 Penalty: 6113.858887
	Iteration 24Q: 3 clusters Score -2.221876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225058 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -22218754.000000 Penalty: 6113.858887
	Iteration 25Q: 3 clusters Score -2.221875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225056 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -22218756.000000 Penalty: 6113.858887
	Iteration 26Q: 3 clusters Score -2.221876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225056 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -22218756.000000 Penalty: 6113.858887
	Iteration 27F: 3 clusters Score -2.221876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101080 members 
Entering Unmasked Estep 
Score: -9971453.000000 Penalty: 2857.869385
	Iteration 0F: 2 clusters Score -9971453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -9903457.000000 Penalty: 5715.738770
	Iteration 0F: 3 clusters Score -9903457 nChanged 48000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -9930690.000000 Penalty: 5715.738770
	Iteration 1F: 3 clusters Score -9930690 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -9931270.000000 Penalty: 5715.738770
	Iteration 2Q: 3 clusters Score -9931270 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -9932008.000000 Penalty: 5715.738770
	Iteration 3Q: 3 clusters Score -9932008 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -9932874.000000 Penalty: 5715.738770
	Iteration 4Q: 3 clusters Score -9932874 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -9933774.000000 Penalty: 5715.738770
	Iteration 5Q: 3 clusters Score -9933774 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -9934978.000000 Penalty: 5715.738770
	Iteration 6Q: 3 clusters Score -9934978 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -9936480.000000 Penalty: 5715.738770
	Iteration 7Q: 3 clusters Score -9936480 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -9938361.000000 Penalty: 5715.738770
	Iteration 8Q: 3 clusters Score -9938361 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60996 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -9940587.000000 Penalty: 5715.738770
	Iteration 9F: 3 clusters Score -9940587 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -9943068.000000 Penalty: 5715.738770
	Iteration 10F: 3 clusters Score -9943068 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69383 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -9945912.000000 Penalty: 5715.738770
	Iteration 11F: 3 clusters Score -9945912 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74503 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -9948970.000000 Penalty: 5715.738770
	Iteration 12F: 3 clusters Score -9948970 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -9952335.000000 Penalty: 5715.738770
	Iteration 13F: 3 clusters Score -9952335 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -9956086.000000 Penalty: 5715.738770
	Iteration 14F: 3 clusters Score -9956086 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90237 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -9959976.000000 Penalty: 5715.738770
	Iteration 15Q: 3 clusters Score -9959976 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94342 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -9963355.000000 Penalty: 5715.738770
	Iteration 16Q: 3 clusters Score -9963355 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97262 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -9966009.000000 Penalty: 5715.738770
	Iteration 17Q: 3 clusters Score -9966009 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99010 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -9967535.000000 Penalty: 5715.738770
	Iteration 18Q: 3 clusters Score -9967535 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99897 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -9968299.000000 Penalty: 5715.738770
	Iteration 19Q: 3 clusters Score -9968299 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100281 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9968634.000000 Penalty: 5715.738770
	Iteration 20F: 3 clusters Score -9968634 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100447 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9968810.000000 Penalty: 5715.738770
	Iteration 21Q: 3 clusters Score -9968810 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100530 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9968895.000000 Penalty: 5715.738770
	Iteration 22Q: 3 clusters Score -9968895 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100573 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9968942.000000 Penalty: 5715.738770
	Iteration 23Q: 3 clusters Score -9968942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100606 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9968985.000000 Penalty: 5715.738770
	Iteration 24Q: 3 clusters Score -9968985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100622 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9969013.000000 Penalty: 5715.738770
	Iteration 25Q: 3 clusters Score -9969013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100639 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9969036.000000 Penalty: 5715.738770
	Iteration 26Q: 3 clusters Score -9969036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100649 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9969047.000000 Penalty: 5715.738770
	Iteration 27Q: 3 clusters Score -9969047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100657 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9969062.000000 Penalty: 5715.738770
	Iteration 28Q: 3 clusters Score -9969062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100663 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9969077.000000 Penalty: 5715.738770
	Iteration 29Q: 3 clusters Score -9969077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100670 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9969093.000000 Penalty: 5715.738770
	Iteration 30Q: 3 clusters Score -9969093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100675 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9969086.000000 Penalty: 5715.738770
	Iteration 31Q: 3 clusters Score -9969086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100677 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9969089.000000 Penalty: 5715.738770
	Iteration 32Q: 3 clusters Score -9969089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100681 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9969098.000000 Penalty: 5715.738770
	Iteration 33Q: 3 clusters Score -9969098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100683 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9969098.000000 Penalty: 5715.738770
	Iteration 34Q: 3 clusters Score -9969098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100681 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9969104.000000 Penalty: 5715.738770
	Iteration 35Q: 3 clusters Score -9969104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100678 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9969117.000000 Penalty: 5715.738770
	Iteration 36Q: 3 clusters Score -9969117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9969106.000000 Penalty: 5715.738770
	Iteration 37Q: 3 clusters Score -9969106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100681 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9969103.000000 Penalty: 5715.738770
	Iteration 38Q: 3 clusters Score -9969103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100681 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9969103.000000 Penalty: 5715.738770
	Iteration 39F: 3 clusters Score -9969103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Entering Unmasked Estep 
Score: -1180763.750000 Penalty: 2343.499268
	Iteration 0F: 2 clusters Score -1180764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1171428.875000 Penalty: 4686.998535
	Iteration 0F: 3 clusters Score -1171429 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1174460.375000 Penalty: 4686.998535
	Iteration 1F: 3 clusters Score -1174460 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1174856.000000 Penalty: 4686.998535
	Iteration 2F: 3 clusters Score -1174856 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1175187.125000 Penalty: 4686.998535
	Iteration 3F: 3 clusters Score -1175187 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1175504.875000 Penalty: 4686.998535
	Iteration 4Q: 3 clusters Score -1175505 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1175876.875000 Penalty: 4686.998535
	Iteration 5Q: 3 clusters Score -1175877 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1176258.750000 Penalty: 4686.998535
	Iteration 6Q: 3 clusters Score -1176259 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1176626.125000 Penalty: 4686.998535
	Iteration 7Q: 3 clusters Score -1176626 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1177043.750000 Penalty: 4686.998535
	Iteration 8Q: 3 clusters Score -1177044 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1177593.000000 Penalty: 4686.998535
	Iteration 9Q: 3 clusters Score -1177593 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1178203.875000 Penalty: 4686.998535
	Iteration 10F: 3 clusters Score -1178204 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1178817.500000 Penalty: 4686.998535
	Iteration 11Q: 3 clusters Score -1178818 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1179326.750000 Penalty: 4686.998535
	Iteration 12Q: 3 clusters Score -1179327 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1179639.750000 Penalty: 4686.998535
	Iteration 13Q: 3 clusters Score -1179640 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1179859.125000 Penalty: 4686.998535
	Iteration 14Q: 3 clusters Score -1179859 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1180002.250000 Penalty: 4686.998535
	Iteration 15Q: 3 clusters Score -1180002 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1180095.375000 Penalty: 4686.998535
	Iteration 16Q: 3 clusters Score -1180095 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1180170.750000 Penalty: 4686.998535
	Iteration 17Q: 3 clusters Score -1180171 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1180215.375000 Penalty: 4686.998535
	Iteration 18Q: 3 clusters Score -1180215 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1180237.875000 Penalty: 4686.998535
	Iteration 19Q: 3 clusters Score -1180238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1180250.250000 Penalty: 4686.998535
	Iteration 20F: 3 clusters Score -1180250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1180262.500000 Penalty: 4686.998535
	Iteration 21Q: 3 clusters Score -1180262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1180266.750000 Penalty: 4686.998535
	Iteration 22Q: 3 clusters Score -1180267 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1180280.000000 Penalty: 4686.998535
	Iteration 23Q: 3 clusters Score -1180280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1180288.375000 Penalty: 4686.998535
	Iteration 24Q: 3 clusters Score -1180288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1180290.375000 Penalty: 4686.998535
	Iteration 25Q: 3 clusters Score -1180290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1180293.625000 Penalty: 4686.998535
	Iteration 26Q: 3 clusters Score -1180294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1180295.875000 Penalty: 4686.998535
	Iteration 27Q: 3 clusters Score -1180296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1180304.625000 Penalty: 4686.998535
	Iteration 28Q: 3 clusters Score -1180305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1180307.750000 Penalty: 4686.998535
	Iteration 29Q: 3 clusters Score -1180308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1180318.125000 Penalty: 4686.998535
	Iteration 30Q: 3 clusters Score -1180318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1180318.750000 Penalty: 4686.998535
	Iteration 31Q: 3 clusters Score -1180319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1180317.750000 Penalty: 4686.998535
	Iteration 32Q: 3 clusters Score -1180318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1180320.500000 Penalty: 4686.998535
	Iteration 33Q: 3 clusters Score -1180320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1180323.000000 Penalty: 4686.998535
	Iteration 34Q: 3 clusters Score -1180323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1180320.125000 Penalty: 4686.998535
	Iteration 35Q: 3 clusters Score -1180320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1180321.375000 Penalty: 4686.998535
	Iteration 36Q: 3 clusters Score -1180321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1180321.750000 Penalty: 4686.998535
	Iteration 37Q: 3 clusters Score -1180322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1180321.750000 Penalty: 4686.998535
	Iteration 38F: 3 clusters Score -1180322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (222211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222211 members 
Entering Unmasked Estep 
Score: -21856892.000000 Penalty: 3053.222900
	Iteration 0F: 2 clusters Score -2.185689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111085 members 
Mstep: Class 2 contains 111126 members 
Entering Unmasked Estep 
Score: -21709608.000000 Penalty: 6106.445801
	Iteration 0F: 3 clusters Score -2.170961e+07 nChanged 106906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112019 members 
Mstep: Class 2 contains 110192 members 
Entering Unmasked Estep 
Score: -21772180.000000 Penalty: 6106.445801
	Iteration 1F: 3 clusters Score -2.177218e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112976 members 
Mstep: Class 2 contains 109235 members 
Entering Unmasked Estep 
Score: -21773400.000000 Penalty: 6106.445801
	Iteration 2Q: 3 clusters Score -2.17734e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114559 members 
Mstep: Class 2 contains 107652 members 
Entering Unmasked Estep 
Score: -21774942.000000 Penalty: 6106.445801
	Iteration 3Q: 3 clusters Score -2.177494e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117210 members 
Mstep: Class 2 contains 105001 members 
Entering Unmasked Estep 
Score: -21777354.000000 Penalty: 6106.445801
	Iteration 4Q: 3 clusters Score -2.177735e+07 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121399 members 
Mstep: Class 2 contains 100812 members 
Entering Unmasked Estep 
Score: -21780976.000000 Penalty: 6106.445801
	Iteration 5Q: 3 clusters Score -2.178098e+07 nChanged 11517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127544 members 
Mstep: Class 2 contains 94667 members 
Entering Unmasked Estep 
Score: -21786108.000000 Penalty: 6106.445801
	Iteration 6F: 3 clusters Score -2.178611e+07 nChanged 13522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135922 members 
Mstep: Class 2 contains 86289 members 
Entering Unmasked Estep 
Score: -21793260.000000 Penalty: 6106.445801
	Iteration 7F: 3 clusters Score -2.179326e+07 nChanged 14770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146122 members 
Mstep: Class 2 contains 76089 members 
Entering Unmasked Estep 
Score: -21801526.000000 Penalty: 6106.445801
	Iteration 8F: 3 clusters Score -2.180153e+07 nChanged 14377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157331 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -21810056.000000 Penalty: 6106.445801
	Iteration 9F: 3 clusters Score -2.181006e+07 nChanged 12876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168557 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -21817376.000000 Penalty: 6106.445801
	Iteration 10F: 3 clusters Score -2.181738e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179338 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -21823734.000000 Penalty: 6106.445801
	Iteration 11F: 3 clusters Score -2.182373e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189481 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -21830228.000000 Penalty: 6106.445801
	Iteration 12Q: 3 clusters Score -2.183023e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198633 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -21836172.000000 Penalty: 6106.445801
	Iteration 13Q: 3 clusters Score -2.183617e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206615 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -21841948.000000 Penalty: 6106.445801
	Iteration 14Q: 3 clusters Score -2.184195e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212948 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -21846750.000000 Penalty: 6106.445801
	Iteration 15Q: 3 clusters Score -2.184675e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217296 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -21850500.000000 Penalty: 6106.445801
	Iteration 16Q: 3 clusters Score -2.18505e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219669 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -21852404.000000 Penalty: 6106.445801
	Iteration 17Q: 3 clusters Score -2.18524e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220788 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -21853394.000000 Penalty: 6106.445801
	Iteration 18Q: 3 clusters Score -2.185339e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221226 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -21853812.000000 Penalty: 6106.445801
	Iteration 19Q: 3 clusters Score -2.185381e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221397 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -21854090.000000 Penalty: 6106.445801
	Iteration 20F: 3 clusters Score -2.185409e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221470 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -21854192.000000 Penalty: 6106.445801
	Iteration 21Q: 3 clusters Score -2.185419e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221495 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -21854254.000000 Penalty: 6106.445801
	Iteration 22Q: 3 clusters Score -2.185425e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221507 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -21854278.000000 Penalty: 6106.445801
	Iteration 23Q: 3 clusters Score -2.185428e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221523 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -21854298.000000 Penalty: 6106.445801
	Iteration 24Q: 3 clusters Score -2.18543e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221536 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -21854332.000000 Penalty: 6106.445801
	Iteration 25Q: 3 clusters Score -2.185433e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221548 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -21854360.000000 Penalty: 6106.445801
	Iteration 26Q: 3 clusters Score -2.185436e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221552 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -21854372.000000 Penalty: 6106.445801
	Iteration 27Q: 3 clusters Score -2.185437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221554 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -21854368.000000 Penalty: 6106.445801
	Iteration 28Q: 3 clusters Score -2.185437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221554 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -21854376.000000 Penalty: 6106.445801
	Iteration 29Q: 3 clusters Score -2.185438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221558 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -21854382.000000 Penalty: 6106.445801
	Iteration 30Q: 3 clusters Score -2.185438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221560 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -21854396.000000 Penalty: 6106.445801
	Iteration 31Q: 3 clusters Score -2.18544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221560 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -21854398.000000 Penalty: 6106.445801
	Iteration 32Q: 3 clusters Score -2.18544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221561 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -21854390.000000 Penalty: 6106.445801
	Iteration 33Q: 3 clusters Score -2.185439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221563 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -21854396.000000 Penalty: 6106.445801
	Iteration 34Q: 3 clusters Score -2.18544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221563 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -21854396.000000 Penalty: 6106.445801
	Iteration 35F: 3 clusters Score -2.18544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Entering Unmasked Estep 
Score: -3709354.000000 Penalty: 2614.395020
	Iteration 0F: 2 clusters Score -3709354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -3683614.500000 Penalty: 5228.790039
	Iteration 0F: 3 clusters Score -3683614 nChanged 17298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -3693030.750000 Penalty: 5228.790039
	Iteration 1F: 3 clusters Score -3693031 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -3693452.500000 Penalty: 5228.790039
	Iteration 2Q: 3 clusters Score -3693452 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -3693876.250000 Penalty: 5228.790039
	Iteration 3Q: 3 clusters Score -3693876 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -3694289.750000 Penalty: 5228.790039
	Iteration 4Q: 3 clusters Score -3694290 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3694756.000000 Penalty: 5228.790039
	Iteration 5Q: 3 clusters Score -3694756 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3695261.500000 Penalty: 5228.790039
	Iteration 6Q: 3 clusters Score -3695262 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3695862.250000 Penalty: 5228.790039
	Iteration 7Q: 3 clusters Score -3695862 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -3696487.750000 Penalty: 5228.790039
	Iteration 8Q: 3 clusters Score -3696488 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3697165.250000 Penalty: 5228.790039
	Iteration 9Q: 3 clusters Score -3697165 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3697936.000000 Penalty: 5228.790039
	Iteration 10Q: 3 clusters Score -3697936 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3698653.500000 Penalty: 5228.790039
	Iteration 11Q: 3 clusters Score -3698654 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3699396.000000 Penalty: 5228.790039
	Iteration 12Q: 3 clusters Score -3699396 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -3700182.750000 Penalty: 5228.790039
	Iteration 13Q: 3 clusters Score -3700183 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -3700985.250000 Penalty: 5228.790039
	Iteration 14Q: 3 clusters Score -3700985 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3701818.750000 Penalty: 5228.790039
	Iteration 15Q: 3 clusters Score -3701819 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -3702564.000000 Penalty: 5228.790039
	Iteration 16Q: 3 clusters Score -3702564 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3703056.250000 Penalty: 5228.790039
	Iteration 17Q: 3 clusters Score -3703056 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -3703366.000000 Penalty: 5228.790039
	Iteration 18Q: 3 clusters Score -3703366 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -3703593.500000 Penalty: 5228.790039
	Iteration 19Q: 3 clusters Score -3703594 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -3703775.000000 Penalty: 5228.790039
	Iteration 20F: 3 clusters Score -3703775 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3703941.250000 Penalty: 5228.790039
	Iteration 21Q: 3 clusters Score -3703941 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3704087.000000 Penalty: 5228.790039
	Iteration 22Q: 3 clusters Score -3704087 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -3704213.750000 Penalty: 5228.790039
	Iteration 23Q: 3 clusters Score -3704214 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -3704379.750000 Penalty: 5228.790039
	Iteration 24Q: 3 clusters Score -3704380 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -3704529.000000 Penalty: 5228.790039
	Iteration 25Q: 3 clusters Score -3704529 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -3704688.250000 Penalty: 5228.790039
	Iteration 26Q: 3 clusters Score -3704688 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -3704841.250000 Penalty: 5228.790039
	Iteration 27Q: 3 clusters Score -3704841 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -3705013.250000 Penalty: 5228.790039
	Iteration 28Q: 3 clusters Score -3705013 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -3705163.500000 Penalty: 5228.790039
	Iteration 29Q: 3 clusters Score -3705164 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3705313.000000 Penalty: 5228.790039
	Iteration 30Q: 3 clusters Score -3705313 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3705460.250000 Penalty: 5228.790039
	Iteration 31Q: 3 clusters Score -3705460 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -3705603.000000 Penalty: 5228.790039
	Iteration 32Q: 3 clusters Score -3705603 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3705711.000000 Penalty: 5228.790039
	Iteration 33Q: 3 clusters Score -3705711 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -3705859.000000 Penalty: 5228.790039
	Iteration 34Q: 3 clusters Score -3705859 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3705991.500000 Penalty: 5228.790039
	Iteration 35Q: 3 clusters Score -3705992 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3706106.250000 Penalty: 5228.790039
	Iteration 36Q: 3 clusters Score -3706106 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3706207.000000 Penalty: 5228.790039
	Iteration 37Q: 3 clusters Score -3706207 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3706328.250000 Penalty: 5228.790039
	Iteration 38Q: 3 clusters Score -3706328 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3706443.750000 Penalty: 5228.790039
	Iteration 39Q: 3 clusters Score -3706444 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3706542.000000 Penalty: 5228.790039
	Iteration 40F: 3 clusters Score -3706542 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3706634.500000 Penalty: 5228.790039
	Iteration 41Q: 3 clusters Score -3706634 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3706703.250000 Penalty: 5228.790039
	Iteration 42Q: 3 clusters Score -3706703 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3706752.750000 Penalty: 5228.790039
	Iteration 43Q: 3 clusters Score -3706753 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3706792.000000 Penalty: 5228.790039
	Iteration 44Q: 3 clusters Score -3706792 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3706824.750000 Penalty: 5228.790039
	Iteration 45Q: 3 clusters Score -3706825 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3706858.250000 Penalty: 5228.790039
	Iteration 46Q: 3 clusters Score -3706858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3706890.500000 Penalty: 5228.790039
	Iteration 47Q: 3 clusters Score -3706890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3706906.500000 Penalty: 5228.790039
	Iteration 48Q: 3 clusters Score -3706906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3706938.000000 Penalty: 5228.790039
	Iteration 49Q: 3 clusters Score -3706938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3706959.750000 Penalty: 5228.790039
	Iteration 50Q: 3 clusters Score -3706960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3706994.500000 Penalty: 5228.790039
	Iteration 51Q: 3 clusters Score -3706994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3707005.000000 Penalty: 5228.790039
	Iteration 52Q: 3 clusters Score -3707005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3707020.500000 Penalty: 5228.790039
	Iteration 53Q: 3 clusters Score -3707020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3707037.500000 Penalty: 5228.790039
	Iteration 54Q: 3 clusters Score -3707038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3707047.000000 Penalty: 5228.790039
	Iteration 55Q: 3 clusters Score -3707047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3707061.750000 Penalty: 5228.790039
	Iteration 56Q: 3 clusters Score -3707062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3707066.500000 Penalty: 5228.790039
	Iteration 57Q: 3 clusters Score -3707066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3707072.500000 Penalty: 5228.790039
	Iteration 58Q: 3 clusters Score -3707072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3707073.750000 Penalty: 5228.790039
	Iteration 59Q: 3 clusters Score -3707074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3707076.500000 Penalty: 5228.790039
	Iteration 60F: 3 clusters Score -3707076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3707086.500000 Penalty: 5228.790039
	Iteration 61Q: 3 clusters Score -3707086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3707089.250000 Penalty: 5228.790039
	Iteration 62Q: 3 clusters Score -3707089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3707088.750000 Penalty: 5228.790039
	Iteration 63Q: 3 clusters Score -3707089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3707090.000000 Penalty: 5228.790039
	Iteration 64Q: 3 clusters Score -3707090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3707095.250000 Penalty: 5228.790039
	Iteration 65Q: 3 clusters Score -3707095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3707096.250000 Penalty: 5228.790039
	Iteration 66Q: 3 clusters Score -3707096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3707095.750000 Penalty: 5228.790039
	Iteration 67Q: 3 clusters Score -3707096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3707095.750000 Penalty: 5228.790039
	Iteration 68Q: 3 clusters Score -3707096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3707097.750000 Penalty: 5228.790039
	Iteration 69Q: 3 clusters Score -3707098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3707102.750000 Penalty: 5228.790039
	Iteration 70Q: 3 clusters Score -3707103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3707102.000000 Penalty: 5228.790039
	Iteration 71Q: 3 clusters Score -3707102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3707103.500000 Penalty: 5228.790039
	Iteration 72Q: 3 clusters Score -3707104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3707105.750000 Penalty: 5228.790039
	Iteration 73Q: 3 clusters Score -3707106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3707108.250000 Penalty: 5228.790039
	Iteration 74Q: 3 clusters Score -3707108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3707115.250000 Penalty: 5228.790039
	Iteration 75Q: 3 clusters Score -3707115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3707117.750000 Penalty: 5228.790039
	Iteration 76Q: 3 clusters Score -3707118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3707116.250000 Penalty: 5228.790039
	Iteration 77Q: 3 clusters Score -3707116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3707116.000000 Penalty: 5228.790039
	Iteration 78Q: 3 clusters Score -3707116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3707121.250000 Penalty: 5228.790039
	Iteration 79Q: 3 clusters Score -3707121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3707121.250000 Penalty: 5228.790039
	Iteration 80F: 3 clusters Score -3707121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Entering Unmasked Estep 
Score: -1461811.375000 Penalty: 2390.682129
	Iteration 0F: 2 clusters Score -1461811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1450635.750000 Penalty: 4781.364258
	Iteration 0F: 3 clusters Score -1450636 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1454320.500000 Penalty: 4781.364258
	Iteration 1F: 3 clusters Score -1454320 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1454728.000000 Penalty: 4781.364258
	Iteration 2F: 3 clusters Score -1454728 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1455053.500000 Penalty: 4781.364258
	Iteration 3Q: 3 clusters Score -1455054 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1455318.125000 Penalty: 4781.364258
	Iteration 4Q: 3 clusters Score -1455318 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1455548.625000 Penalty: 4781.364258
	Iteration 5Q: 3 clusters Score -1455549 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1455763.500000 Penalty: 4781.364258
	Iteration 6Q: 3 clusters Score -1455764 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1455971.125000 Penalty: 4781.364258
	Iteration 7Q: 3 clusters Score -1455971 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1456153.625000 Penalty: 4781.364258
	Iteration 8Q: 3 clusters Score -1456154 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1456333.625000 Penalty: 4781.364258
	Iteration 9Q: 3 clusters Score -1456334 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1456508.375000 Penalty: 4781.364258
	Iteration 10Q: 3 clusters Score -1456508 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1456678.375000 Penalty: 4781.364258
	Iteration 11Q: 3 clusters Score -1456678 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1456869.625000 Penalty: 4781.364258
	Iteration 12Q: 3 clusters Score -1456870 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1457067.375000 Penalty: 4781.364258
	Iteration 13Q: 3 clusters Score -1457067 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1457317.375000 Penalty: 4781.364258
	Iteration 14Q: 3 clusters Score -1457317 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1457516.625000 Penalty: 4781.364258
	Iteration 15Q: 3 clusters Score -1457517 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1457694.000000 Penalty: 4781.364258
	Iteration 16Q: 3 clusters Score -1457694 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1457839.875000 Penalty: 4781.364258
	Iteration 17Q: 3 clusters Score -1457840 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1457999.500000 Penalty: 4781.364258
	Iteration 18Q: 3 clusters Score -1458000 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1458143.250000 Penalty: 4781.364258
	Iteration 19Q: 3 clusters Score -1458143 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1458271.625000 Penalty: 4781.364258
	Iteration 20F: 3 clusters Score -1458272 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1458407.875000 Penalty: 4781.364258
	Iteration 21Q: 3 clusters Score -1458408 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1458547.375000 Penalty: 4781.364258
	Iteration 22Q: 3 clusters Score -1458547 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1458684.125000 Penalty: 4781.364258
	Iteration 23Q: 3 clusters Score -1458684 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1458811.250000 Penalty: 4781.364258
	Iteration 24Q: 3 clusters Score -1458811 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1458938.625000 Penalty: 4781.364258
	Iteration 25Q: 3 clusters Score -1458939 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1459031.375000 Penalty: 4781.364258
	Iteration 26Q: 3 clusters Score -1459031 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1459085.875000 Penalty: 4781.364258
	Iteration 27Q: 3 clusters Score -1459086 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1459140.375000 Penalty: 4781.364258
	Iteration 28Q: 3 clusters Score -1459140 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1459185.250000 Penalty: 4781.364258
	Iteration 29Q: 3 clusters Score -1459185 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1459227.750000 Penalty: 4781.364258
	Iteration 30Q: 3 clusters Score -1459228 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1459259.625000 Penalty: 4781.364258
	Iteration 31Q: 3 clusters Score -1459260 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1459294.125000 Penalty: 4781.364258
	Iteration 32Q: 3 clusters Score -1459294 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1459330.625000 Penalty: 4781.364258
	Iteration 33Q: 3 clusters Score -1459331 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1459358.250000 Penalty: 4781.364258
	Iteration 34Q: 3 clusters Score -1459358 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1459389.375000 Penalty: 4781.364258
	Iteration 35Q: 3 clusters Score -1459389 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1459408.000000 Penalty: 4781.364258
	Iteration 36Q: 3 clusters Score -1459408 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1459433.875000 Penalty: 4781.364258
	Iteration 37Q: 3 clusters Score -1459434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1459450.250000 Penalty: 4781.364258
	Iteration 38Q: 3 clusters Score -1459450 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1459459.875000 Penalty: 4781.364258
	Iteration 39Q: 3 clusters Score -1459460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1459475.750000 Penalty: 4781.364258
	Iteration 40F: 3 clusters Score -1459476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1459484.750000 Penalty: 4781.364258
	Iteration 41Q: 3 clusters Score -1459485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1459489.000000 Penalty: 4781.364258
	Iteration 42Q: 3 clusters Score -1459489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1459493.375000 Penalty: 4781.364258
	Iteration 43Q: 3 clusters Score -1459493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1459500.125000 Penalty: 4781.364258
	Iteration 44Q: 3 clusters Score -1459500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1459506.500000 Penalty: 4781.364258
	Iteration 45Q: 3 clusters Score -1459506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1459514.625000 Penalty: 4781.364258
	Iteration 46Q: 3 clusters Score -1459515 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1459522.500000 Penalty: 4781.364258
	Iteration 47Q: 3 clusters Score -1459522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1459524.375000 Penalty: 4781.364258
	Iteration 48Q: 3 clusters Score -1459524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1459528.375000 Penalty: 4781.364258
	Iteration 49Q: 3 clusters Score -1459528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1459530.125000 Penalty: 4781.364258
	Iteration 50Q: 3 clusters Score -1459530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1459537.500000 Penalty: 4781.364258
	Iteration 51Q: 3 clusters Score -1459538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1459548.125000 Penalty: 4781.364258
	Iteration 52Q: 3 clusters Score -1459548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1459550.000000 Penalty: 4781.364258
	Iteration 53Q: 3 clusters Score -1459550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1459555.500000 Penalty: 4781.364258
	Iteration 54Q: 3 clusters Score -1459556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1459564.000000 Penalty: 4781.364258
	Iteration 55Q: 3 clusters Score -1459564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1459566.250000 Penalty: 4781.364258
	Iteration 56Q: 3 clusters Score -1459566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1459567.750000 Penalty: 4781.364258
	Iteration 57Q: 3 clusters Score -1459568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1459570.625000 Penalty: 4781.364258
	Iteration 58Q: 3 clusters Score -1459571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1459574.750000 Penalty: 4781.364258
	Iteration 59Q: 3 clusters Score -1459575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1459572.750000 Penalty: 4781.364258
	Iteration 60F: 3 clusters Score -1459573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1459578.625000 Penalty: 4781.364258
	Iteration 61Q: 3 clusters Score -1459579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1459581.375000 Penalty: 4781.364258
	Iteration 62Q: 3 clusters Score -1459581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1459584.250000 Penalty: 4781.364258
	Iteration 63Q: 3 clusters Score -1459584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1459590.875000 Penalty: 4781.364258
	Iteration 64Q: 3 clusters Score -1459591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1459594.625000 Penalty: 4781.364258
	Iteration 65Q: 3 clusters Score -1459595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1459602.625000 Penalty: 4781.364258
	Iteration 66Q: 3 clusters Score -1459603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1459601.500000 Penalty: 4781.364258
	Iteration 67Q: 3 clusters Score -1459602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1459604.375000 Penalty: 4781.364258
	Iteration 68Q: 3 clusters Score -1459604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1459603.000000 Penalty: 4781.364258
	Iteration 69Q: 3 clusters Score -1459603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1459604.500000 Penalty: 4781.364258
	Iteration 70Q: 3 clusters Score -1459604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1459605.125000 Penalty: 4781.364258
	Iteration 71Q: 3 clusters Score -1459605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1459607.750000 Penalty: 4781.364258
	Iteration 72Q: 3 clusters Score -1459608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1459608.125000 Penalty: 4781.364258
	Iteration 73Q: 3 clusters Score -1459608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1459609.000000 Penalty: 4781.364258
	Iteration 74Q: 3 clusters Score -1459609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1459609.125000 Penalty: 4781.364258
	Iteration 75Q: 3 clusters Score -1459609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1459609.500000 Penalty: 4781.364258
	Iteration 76Q: 3 clusters Score -1459610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1459611.500000 Penalty: 4781.364258
	Iteration 77Q: 3 clusters Score -1459612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1459612.000000 Penalty: 4781.364258
	Iteration 78Q: 3 clusters Score -1459612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1459611.375000 Penalty: 4781.364258
	Iteration 79Q: 3 clusters Score -1459611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1459611.500000 Penalty: 4781.364258
	Iteration 80F: 3 clusters Score -1459612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1459613.625000 Penalty: 4781.364258
	Iteration 81Q: 3 clusters Score -1459614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1459613.375000 Penalty: 4781.364258
	Iteration 82Q: 3 clusters Score -1459613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1459613.500000 Penalty: 4781.364258
	Iteration 83Q: 3 clusters Score -1459614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1459613.000000 Penalty: 4781.364258
	Iteration 84Q: 3 clusters Score -1459613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1459611.750000 Penalty: 4781.364258
	Iteration 85Q: 3 clusters Score -1459612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1459614.750000 Penalty: 4781.364258
	Iteration 86Q: 3 clusters Score -1459615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1459613.250000 Penalty: 4781.364258
	Iteration 87Q: 3 clusters Score -1459613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1459614.375000 Penalty: 4781.364258
	Iteration 88Q: 3 clusters Score -1459614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1459614.250000 Penalty: 4781.364258
	Iteration 89Q: 3 clusters Score -1459614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1459615.000000 Penalty: 4781.364258
	Iteration 90Q: 3 clusters Score -1459615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1459615.000000 Penalty: 4781.364258
	Iteration 91F: 3 clusters Score -1459615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Entering Unmasked Estep 
Score: -468699.718750 Penalty: 2131.992432
	Iteration 0F: 2 clusters Score -468699.7 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 2758 members 
Entering Unmasked Estep 
Score: -464016.843750 Penalty: 4263.984863
	Iteration 0F: 3 clusters Score -464016.8 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -465426.093750 Penalty: 4263.984863
	Iteration 1F: 3 clusters Score -465426.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -465823.218750 Penalty: 4263.984863
	Iteration 2F: 3 clusters Score -465823.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -466099.000000 Penalty: 4263.984863
	Iteration 3F: 3 clusters Score -466099 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -466349.250000 Penalty: 4263.984863
	Iteration 4F: 3 clusters Score -466349.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -466597.343750 Penalty: 4263.984863
	Iteration 5F: 3 clusters Score -466597.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -466842.812500 Penalty: 4263.984863
	Iteration 6Q: 3 clusters Score -466842.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -467093.843750 Penalty: 4263.984863
	Iteration 7Q: 3 clusters Score -467093.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -467276.968750 Penalty: 4263.984863
	Iteration 8Q: 3 clusters Score -467277 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -467438.968750 Penalty: 4263.984863
	Iteration 9Q: 3 clusters Score -467439 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -467556.531250 Penalty: 4263.984863
	Iteration 10Q: 3 clusters Score -467556.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -467635.250000 Penalty: 4263.984863
	Iteration 11Q: 3 clusters Score -467635.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -467701.062500 Penalty: 4263.984863
	Iteration 12Q: 3 clusters Score -467701.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -467747.531250 Penalty: 4263.984863
	Iteration 13Q: 3 clusters Score -467747.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -467798.875000 Penalty: 4263.984863
	Iteration 14Q: 3 clusters Score -467798.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -467831.968750 Penalty: 4263.984863
	Iteration 15Q: 3 clusters Score -467832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -467859.531250 Penalty: 4263.984863
	Iteration 16Q: 3 clusters Score -467859.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -467884.812500 Penalty: 4263.984863
	Iteration 17Q: 3 clusters Score -467884.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -467908.125000 Penalty: 4263.984863
	Iteration 18Q: 3 clusters Score -467908.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -467939.531250 Penalty: 4263.984863
	Iteration 19Q: 3 clusters Score -467939.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -467973.281250 Penalty: 4263.984863
	Iteration 20F: 3 clusters Score -467973.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -468005.906250 Penalty: 4263.984863
	Iteration 21Q: 3 clusters Score -468005.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -468037.875000 Penalty: 4263.984863
	Iteration 22Q: 3 clusters Score -468037.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -468063.406250 Penalty: 4263.984863
	Iteration 23Q: 3 clusters Score -468063.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -468087.562500 Penalty: 4263.984863
	Iteration 24Q: 3 clusters Score -468087.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -468109.468750 Penalty: 4263.984863
	Iteration 25Q: 3 clusters Score -468109.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -468124.218750 Penalty: 4263.984863
	Iteration 26Q: 3 clusters Score -468124.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -468138.031250 Penalty: 4263.984863
	Iteration 27Q: 3 clusters Score -468138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -468146.656250 Penalty: 4263.984863
	Iteration 28Q: 3 clusters Score -468146.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -468157.281250 Penalty: 4263.984863
	Iteration 29Q: 3 clusters Score -468157.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -468165.343750 Penalty: 4263.984863
	Iteration 30Q: 3 clusters Score -468165.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -468173.343750 Penalty: 4263.984863
	Iteration 31Q: 3 clusters Score -468173.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -468182.281250 Penalty: 4263.984863
	Iteration 32Q: 3 clusters Score -468182.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -468186.781250 Penalty: 4263.984863
	Iteration 33Q: 3 clusters Score -468186.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -468192.125000 Penalty: 4263.984863
	Iteration 34Q: 3 clusters Score -468192.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -468196.281250 Penalty: 4263.984863
	Iteration 35Q: 3 clusters Score -468196.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -468201.218750 Penalty: 4263.984863
	Iteration 36Q: 3 clusters Score -468201.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -468203.875000 Penalty: 4263.984863
	Iteration 37Q: 3 clusters Score -468203.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -468206.250000 Penalty: 4263.984863
	Iteration 38Q: 3 clusters Score -468206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -468207.250000 Penalty: 4263.984863
	Iteration 39Q: 3 clusters Score -468207.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -468209.625000 Penalty: 4263.984863
	Iteration 40F: 3 clusters Score -468209.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -468209.375000 Penalty: 4263.984863
	Iteration 41Q: 3 clusters Score -468209.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -468210.187500 Penalty: 4263.984863
	Iteration 42Q: 3 clusters Score -468210.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -468210.187500 Penalty: 4263.984863
	Iteration 43F: 3 clusters Score -468210.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Entering Unmasked Estep 
Score: -2144592.750000 Penalty: 2501.239502
	Iteration 0F: 2 clusters Score -2144593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2127971.000000 Penalty: 5002.479004
	Iteration 0F: 3 clusters Score -2127971 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2134032.000000 Penalty: 5002.479004
	Iteration 1F: 3 clusters Score -2134032 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2134749.250000 Penalty: 5002.479004
	Iteration 2F: 3 clusters Score -2134749 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2135498.750000 Penalty: 5002.479004
	Iteration 3F: 3 clusters Score -2135499 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2136324.250000 Penalty: 5002.479004
	Iteration 4F: 3 clusters Score -2136324 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2137149.500000 Penalty: 5002.479004
	Iteration 5F: 3 clusters Score -2137150 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2138031.500000 Penalty: 5002.479004
	Iteration 6F: 3 clusters Score -2138032 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2138847.000000 Penalty: 5002.479004
	Iteration 7F: 3 clusters Score -2138847 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2139663.000000 Penalty: 5002.479004
	Iteration 8Q: 3 clusters Score -2139663 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2140376.250000 Penalty: 5002.479004
	Iteration 9Q: 3 clusters Score -2140376 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2140934.500000 Penalty: 5002.479004
	Iteration 10Q: 3 clusters Score -2140934 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2141422.250000 Penalty: 5002.479004
	Iteration 11Q: 3 clusters Score -2141422 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2141840.250000 Penalty: 5002.479004
	Iteration 12Q: 3 clusters Score -2141840 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2142125.250000 Penalty: 5002.479004
	Iteration 13Q: 3 clusters Score -2142125 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -2142317.750000 Penalty: 5002.479004
	Iteration 14Q: 3 clusters Score -2142318 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2142490.250000 Penalty: 5002.479004
	Iteration 15Q: 3 clusters Score -2142490 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2142627.000000 Penalty: 5002.479004
	Iteration 16Q: 3 clusters Score -2142627 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2142743.500000 Penalty: 5002.479004
	Iteration 17Q: 3 clusters Score -2142744 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2142863.250000 Penalty: 5002.479004
	Iteration 18Q: 3 clusters Score -2142863 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2142954.750000 Penalty: 5002.479004
	Iteration 19Q: 3 clusters Score -2142955 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -2143014.000000 Penalty: 5002.479004
	Iteration 20F: 3 clusters Score -2143014 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2143062.500000 Penalty: 5002.479004
	Iteration 21Q: 3 clusters Score -2143062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -2143092.250000 Penalty: 5002.479004
	Iteration 22Q: 3 clusters Score -2143092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2143126.250000 Penalty: 5002.479004
	Iteration 23Q: 3 clusters Score -2143126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -2143157.000000 Penalty: 5002.479004
	Iteration 24Q: 3 clusters Score -2143157 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -2143186.250000 Penalty: 5002.479004
	Iteration 25Q: 3 clusters Score -2143186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -2143211.750000 Penalty: 5002.479004
	Iteration 26Q: 3 clusters Score -2143212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -2143232.250000 Penalty: 5002.479004
	Iteration 27Q: 3 clusters Score -2143232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -2143255.250000 Penalty: 5002.479004
	Iteration 28Q: 3 clusters Score -2143255 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2143284.250000 Penalty: 5002.479004
	Iteration 29Q: 3 clusters Score -2143284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2143295.250000 Penalty: 5002.479004
	Iteration 30Q: 3 clusters Score -2143295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -2143295.750000 Penalty: 5002.479004
	Iteration 31Q: 3 clusters Score -2143296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -2143303.000000 Penalty: 5002.479004
	Iteration 32Q: 3 clusters Score -2143303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2143306.250000 Penalty: 5002.479004
	Iteration 33Q: 3 clusters Score -2143306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2143308.000000 Penalty: 5002.479004
	Iteration 34Q: 3 clusters Score -2143308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -2143307.750000 Penalty: 5002.479004
	Iteration 35Q: 3 clusters Score -2143308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -2143309.750000 Penalty: 5002.479004
	Iteration 36Q: 3 clusters Score -2143310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -2143308.500000 Penalty: 5002.479004
	Iteration 37Q: 3 clusters Score -2143308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -2143308.000000 Penalty: 5002.479004
	Iteration 38Q: 3 clusters Score -2143308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -2143307.500000 Penalty: 5002.479004
	Iteration 39Q: 3 clusters Score -2143308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -2143307.500000 Penalty: 5002.479004
	Iteration 40F: 3 clusters Score -2143308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Entering Unmasked Estep 
Score: -1105120.875000 Penalty: 2325.946533
	Iteration 0F: 2 clusters Score -1105121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1096222.000000 Penalty: 4651.893066
	Iteration 0F: 3 clusters Score -1096222 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1098941.375000 Penalty: 4651.893066
	Iteration 1F: 3 clusters Score -1098941 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1099330.500000 Penalty: 4651.893066
	Iteration 2F: 3 clusters Score -1099330 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1099708.125000 Penalty: 4651.893066
	Iteration 3F: 3 clusters Score -1099708 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1100130.875000 Penalty: 4651.893066
	Iteration 4F: 3 clusters Score -1100131 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1100552.250000 Penalty: 4651.893066
	Iteration 5F: 3 clusters Score -1100552 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1100908.750000 Penalty: 4651.893066
	Iteration 6F: 3 clusters Score -1100909 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1101196.875000 Penalty: 4651.893066
	Iteration 7Q: 3 clusters Score -1101197 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1101457.125000 Penalty: 4651.893066
	Iteration 8Q: 3 clusters Score -1101457 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1101684.750000 Penalty: 4651.893066
	Iteration 9Q: 3 clusters Score -1101685 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1101919.250000 Penalty: 4651.893066
	Iteration 10Q: 3 clusters Score -1101919 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1102173.750000 Penalty: 4651.893066
	Iteration 11Q: 3 clusters Score -1102174 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1102385.750000 Penalty: 4651.893066
	Iteration 12Q: 3 clusters Score -1102386 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1102552.875000 Penalty: 4651.893066
	Iteration 13Q: 3 clusters Score -1102553 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1102697.125000 Penalty: 4651.893066
	Iteration 14Q: 3 clusters Score -1102697 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1102836.750000 Penalty: 4651.893066
	Iteration 15Q: 3 clusters Score -1102837 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1102958.500000 Penalty: 4651.893066
	Iteration 16Q: 3 clusters Score -1102958 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1103053.625000 Penalty: 4651.893066
	Iteration 17Q: 3 clusters Score -1103054 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1103129.750000 Penalty: 4651.893066
	Iteration 18Q: 3 clusters Score -1103130 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1103204.875000 Penalty: 4651.893066
	Iteration 19Q: 3 clusters Score -1103205 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1103252.250000 Penalty: 4651.893066
	Iteration 20F: 3 clusters Score -1103252 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1103293.750000 Penalty: 4651.893066
	Iteration 21Q: 3 clusters Score -1103294 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1103331.625000 Penalty: 4651.893066
	Iteration 22Q: 3 clusters Score -1103332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1103365.500000 Penalty: 4651.893066
	Iteration 23Q: 3 clusters Score -1103366 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1103403.000000 Penalty: 4651.893066
	Iteration 24Q: 3 clusters Score -1103403 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1103430.500000 Penalty: 4651.893066
	Iteration 25Q: 3 clusters Score -1103430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1103451.375000 Penalty: 4651.893066
	Iteration 26Q: 3 clusters Score -1103451 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1103465.125000 Penalty: 4651.893066
	Iteration 27Q: 3 clusters Score -1103465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1103482.125000 Penalty: 4651.893066
	Iteration 28Q: 3 clusters Score -1103482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1103491.125000 Penalty: 4651.893066
	Iteration 29Q: 3 clusters Score -1103491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1103497.875000 Penalty: 4651.893066
	Iteration 30Q: 3 clusters Score -1103498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1103508.250000 Penalty: 4651.893066
	Iteration 31Q: 3 clusters Score -1103508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1103515.625000 Penalty: 4651.893066
	Iteration 32Q: 3 clusters Score -1103516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1103520.000000 Penalty: 4651.893066
	Iteration 33Q: 3 clusters Score -1103520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1103523.750000 Penalty: 4651.893066
	Iteration 34Q: 3 clusters Score -1103524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1103526.000000 Penalty: 4651.893066
	Iteration 35Q: 3 clusters Score -1103526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1103531.875000 Penalty: 4651.893066
	Iteration 36Q: 3 clusters Score -1103532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1103532.750000 Penalty: 4651.893066
	Iteration 37Q: 3 clusters Score -1103533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1103532.125000 Penalty: 4651.893066
	Iteration 38Q: 3 clusters Score -1103532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1103532.375000 Penalty: 4651.893066
	Iteration 39Q: 3 clusters Score -1103532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1103531.750000 Penalty: 4651.893066
	Iteration 40F: 3 clusters Score -1103532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1103531.625000 Penalty: 4651.893066
	Iteration 41Q: 3 clusters Score -1103532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1103535.875000 Penalty: 4651.893066
	Iteration 42Q: 3 clusters Score -1103536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1103540.125000 Penalty: 4651.893066
	Iteration 43Q: 3 clusters Score -1103540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1103546.500000 Penalty: 4651.893066
	Iteration 44Q: 3 clusters Score -1103546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1103549.500000 Penalty: 4651.893066
	Iteration 45Q: 3 clusters Score -1103550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1103555.875000 Penalty: 4651.893066
	Iteration 46Q: 3 clusters Score -1103556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1103558.125000 Penalty: 4651.893066
	Iteration 47Q: 3 clusters Score -1103558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1103563.125000 Penalty: 4651.893066
	Iteration 48Q: 3 clusters Score -1103563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1103563.000000 Penalty: 4651.893066
	Iteration 49Q: 3 clusters Score -1103563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1103565.500000 Penalty: 4651.893066
	Iteration 50Q: 3 clusters Score -1103566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1103566.875000 Penalty: 4651.893066
	Iteration 51Q: 3 clusters Score -1103567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1103567.375000 Penalty: 4651.893066
	Iteration 52Q: 3 clusters Score -1103567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1103568.750000 Penalty: 4651.893066
	Iteration 53Q: 3 clusters Score -1103569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1103568.500000 Penalty: 4651.893066
	Iteration 54Q: 3 clusters Score -1103568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1103567.875000 Penalty: 4651.893066
	Iteration 55Q: 3 clusters Score -1103568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1103567.875000 Penalty: 4651.893066
	Iteration 56F: 3 clusters Score -1103568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Entering Unmasked Estep 
Score: -1143146.375000 Penalty: 2332.256592
	Iteration 0F: 2 clusters Score -1143146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1134228.125000 Penalty: 4664.513184
	Iteration 0F: 3 clusters Score -1134228 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1137025.000000 Penalty: 4664.513184
	Iteration 1F: 3 clusters Score -1137025 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1137540.000000 Penalty: 4664.513184
	Iteration 2F: 3 clusters Score -1137540 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1138114.875000 Penalty: 4664.513184
	Iteration 3F: 3 clusters Score -1138115 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1138753.750000 Penalty: 4664.513184
	Iteration 4F: 3 clusters Score -1138754 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1139417.625000 Penalty: 4664.513184
	Iteration 5F: 3 clusters Score -1139418 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1140027.500000 Penalty: 4664.513184
	Iteration 6F: 3 clusters Score -1140028 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1140556.500000 Penalty: 4664.513184
	Iteration 7F: 3 clusters Score -1140556 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1140990.750000 Penalty: 4664.513184
	Iteration 8F: 3 clusters Score -1140991 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1141314.625000 Penalty: 4664.513184
	Iteration 9Q: 3 clusters Score -1141315 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1141586.250000 Penalty: 4664.513184
	Iteration 10Q: 3 clusters Score -1141586 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1141806.375000 Penalty: 4664.513184
	Iteration 11Q: 3 clusters Score -1141806 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1141968.625000 Penalty: 4664.513184
	Iteration 12Q: 3 clusters Score -1141969 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1142088.500000 Penalty: 4664.513184
	Iteration 13Q: 3 clusters Score -1142088 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1142209.250000 Penalty: 4664.513184
	Iteration 14Q: 3 clusters Score -1142209 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1142284.250000 Penalty: 4664.513184
	Iteration 15Q: 3 clusters Score -1142284 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1142327.625000 Penalty: 4664.513184
	Iteration 16Q: 3 clusters Score -1142328 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1142357.125000 Penalty: 4664.513184
	Iteration 17Q: 3 clusters Score -1142357 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1142381.625000 Penalty: 4664.513184
	Iteration 18Q: 3 clusters Score -1142382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1142399.125000 Penalty: 4664.513184
	Iteration 19Q: 3 clusters Score -1142399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1142419.375000 Penalty: 4664.513184
	Iteration 20F: 3 clusters Score -1142419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1142443.625000 Penalty: 4664.513184
	Iteration 21Q: 3 clusters Score -1142444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1142456.625000 Penalty: 4664.513184
	Iteration 22Q: 3 clusters Score -1142457 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1142473.000000 Penalty: 4664.513184
	Iteration 23Q: 3 clusters Score -1142473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1142486.125000 Penalty: 4664.513184
	Iteration 24Q: 3 clusters Score -1142486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1142494.750000 Penalty: 4664.513184
	Iteration 25Q: 3 clusters Score -1142495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1142497.250000 Penalty: 4664.513184
	Iteration 26Q: 3 clusters Score -1142497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1142503.000000 Penalty: 4664.513184
	Iteration 27Q: 3 clusters Score -1142503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1142505.750000 Penalty: 4664.513184
	Iteration 28Q: 3 clusters Score -1142506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1142504.375000 Penalty: 4664.513184
	Iteration 29Q: 3 clusters Score -1142504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1142504.125000 Penalty: 4664.513184
	Iteration 30Q: 3 clusters Score -1142504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1142504.125000 Penalty: 4664.513184
	Iteration 31F: 3 clusters Score -1142504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Entering Unmasked Estep 
Score: -1092185.750000 Penalty: 2327.991699
	Iteration 0F: 2 clusters Score -1092186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1083172.375000 Penalty: 4655.983398
	Iteration 0F: 3 clusters Score -1083172 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1086200.875000 Penalty: 4655.983398
	Iteration 1F: 3 clusters Score -1086201 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1086803.875000 Penalty: 4655.983398
	Iteration 2F: 3 clusters Score -1086804 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1087305.375000 Penalty: 4655.983398
	Iteration 3F: 3 clusters Score -1087305 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1087789.000000 Penalty: 4655.983398
	Iteration 4F: 3 clusters Score -1087789 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1088169.500000 Penalty: 4655.983398
	Iteration 5F: 3 clusters Score -1088170 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1088490.250000 Penalty: 4655.983398
	Iteration 6Q: 3 clusters Score -1088490 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1088767.250000 Penalty: 4655.983398
	Iteration 7Q: 3 clusters Score -1088767 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1089011.375000 Penalty: 4655.983398
	Iteration 8Q: 3 clusters Score -1089011 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1089228.875000 Penalty: 4655.983398
	Iteration 9Q: 3 clusters Score -1089229 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1089425.500000 Penalty: 4655.983398
	Iteration 10Q: 3 clusters Score -1089426 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1089622.250000 Penalty: 4655.983398
	Iteration 11Q: 3 clusters Score -1089622 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1089797.875000 Penalty: 4655.983398
	Iteration 12Q: 3 clusters Score -1089798 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1089961.375000 Penalty: 4655.983398
	Iteration 13Q: 3 clusters Score -1089961 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1090151.250000 Penalty: 4655.983398
	Iteration 14Q: 3 clusters Score -1090151 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1090371.625000 Penalty: 4655.983398
	Iteration 15Q: 3 clusters Score -1090372 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1090609.375000 Penalty: 4655.983398
	Iteration 16Q: 3 clusters Score -1090609 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1090857.250000 Penalty: 4655.983398
	Iteration 17Q: 3 clusters Score -1090857 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1091092.250000 Penalty: 4655.983398
	Iteration 18Q: 3 clusters Score -1091092 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1091247.625000 Penalty: 4655.983398
	Iteration 19Q: 3 clusters Score -1091248 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1091374.500000 Penalty: 4655.983398
	Iteration 20F: 3 clusters Score -1091374 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1091455.250000 Penalty: 4655.983398
	Iteration 21Q: 3 clusters Score -1091455 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1091524.750000 Penalty: 4655.983398
	Iteration 22Q: 3 clusters Score -1091525 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1091588.750000 Penalty: 4655.983398
	Iteration 23Q: 3 clusters Score -1091589 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1091613.000000 Penalty: 4655.983398
	Iteration 24Q: 3 clusters Score -1091613 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1091631.000000 Penalty: 4655.983398
	Iteration 25Q: 3 clusters Score -1091631 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1091643.125000 Penalty: 4655.983398
	Iteration 26Q: 3 clusters Score -1091643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1091648.500000 Penalty: 4655.983398
	Iteration 27Q: 3 clusters Score -1091648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1091655.375000 Penalty: 4655.983398
	Iteration 28Q: 3 clusters Score -1091655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1091658.875000 Penalty: 4655.983398
	Iteration 29Q: 3 clusters Score -1091659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1091660.750000 Penalty: 4655.983398
	Iteration 30Q: 3 clusters Score -1091661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1091663.000000 Penalty: 4655.983398
	Iteration 31Q: 3 clusters Score -1091663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1091664.875000 Penalty: 4655.983398
	Iteration 32Q: 3 clusters Score -1091665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1091664.125000 Penalty: 4655.983398
	Iteration 33Q: 3 clusters Score -1091664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1091666.000000 Penalty: 4655.983398
	Iteration 34Q: 3 clusters Score -1091666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1091665.625000 Penalty: 4655.983398
	Iteration 35Q: 3 clusters Score -1091666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1091665.500000 Penalty: 4655.983398
	Iteration 36Q: 3 clusters Score -1091666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1091665.500000 Penalty: 4655.983398
	Iteration 37F: 3 clusters Score -1091666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Entering Unmasked Estep 
Score: -1477338.500000 Penalty: 2388.639893
	Iteration 0F: 2 clusters Score -1477338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1466302.000000 Penalty: 4777.279785
	Iteration 0F: 3 clusters Score -1466302 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1469885.500000 Penalty: 4777.279785
	Iteration 1F: 3 clusters Score -1469886 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1470350.000000 Penalty: 4777.279785
	Iteration 2F: 3 clusters Score -1470350 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1470745.875000 Penalty: 4777.279785
	Iteration 3F: 3 clusters Score -1470746 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1471113.250000 Penalty: 4777.279785
	Iteration 4Q: 3 clusters Score -1471113 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1471507.000000 Penalty: 4777.279785
	Iteration 5Q: 3 clusters Score -1471507 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1471949.250000 Penalty: 4777.279785
	Iteration 6Q: 3 clusters Score -1471949 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1472404.625000 Penalty: 4777.279785
	Iteration 7Q: 3 clusters Score -1472405 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1472854.000000 Penalty: 4777.279785
	Iteration 8F: 3 clusters Score -1472854 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1473320.000000 Penalty: 4777.279785
	Iteration 9Q: 3 clusters Score -1473320 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1473800.250000 Penalty: 4777.279785
	Iteration 10Q: 3 clusters Score -1473800 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1474311.625000 Penalty: 4777.279785
	Iteration 11Q: 3 clusters Score -1474312 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1474798.625000 Penalty: 4777.279785
	Iteration 12Q: 3 clusters Score -1474799 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1475161.625000 Penalty: 4777.279785
	Iteration 13Q: 3 clusters Score -1475162 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1475394.625000 Penalty: 4777.279785
	Iteration 14Q: 3 clusters Score -1475395 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1475580.625000 Penalty: 4777.279785
	Iteration 15Q: 3 clusters Score -1475581 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1475717.875000 Penalty: 4777.279785
	Iteration 16Q: 3 clusters Score -1475718 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1475821.750000 Penalty: 4777.279785
	Iteration 17Q: 3 clusters Score -1475822 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1475926.500000 Penalty: 4777.279785
	Iteration 18Q: 3 clusters Score -1475926 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1476048.500000 Penalty: 4777.279785
	Iteration 19Q: 3 clusters Score -1476048 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1476192.125000 Penalty: 4777.279785
	Iteration 20F: 3 clusters Score -1476192 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1476345.000000 Penalty: 4777.279785
	Iteration 21Q: 3 clusters Score -1476345 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1476430.750000 Penalty: 4777.279785
	Iteration 22Q: 3 clusters Score -1476431 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1476471.250000 Penalty: 4777.279785
	Iteration 23Q: 3 clusters Score -1476471 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1476485.625000 Penalty: 4777.279785
	Iteration 24Q: 3 clusters Score -1476486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1476489.500000 Penalty: 4777.279785
	Iteration 25Q: 3 clusters Score -1476490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1476496.625000 Penalty: 4777.279785
	Iteration 26Q: 3 clusters Score -1476497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1476498.000000 Penalty: 4777.279785
	Iteration 27Q: 3 clusters Score -1476498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1476498.500000 Penalty: 4777.279785
	Iteration 28Q: 3 clusters Score -1476498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1476497.875000 Penalty: 4777.279785
	Iteration 29Q: 3 clusters Score -1476498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1476498.000000 Penalty: 4777.279785
	Iteration 30Q: 3 clusters Score -1476498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1476502.250000 Penalty: 4777.279785
	Iteration 31Q: 3 clusters Score -1476502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1476503.375000 Penalty: 4777.279785
	Iteration 32Q: 3 clusters Score -1476503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1476505.875000 Penalty: 4777.279785
	Iteration 33Q: 3 clusters Score -1476506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1476505.500000 Penalty: 4777.279785
	Iteration 34Q: 3 clusters Score -1476506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1476505.500000 Penalty: 4777.279785
	Iteration 35F: 3 clusters Score -1476506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Entering Unmasked Estep 
Score: -546370.437500 Penalty: 2137.876953
	Iteration 0F: 2 clusters Score -546370.4 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 2757 members 
Entering Unmasked Estep 
Score: -541470.187500 Penalty: 4275.753906
	Iteration 0F: 3 clusters Score -541470.2 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -542623.562500 Penalty: 4275.753906
	Iteration 1F: 3 clusters Score -542623.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -542829.000000 Penalty: 4275.753906
	Iteration 2F: 3 clusters Score -542829 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -542962.937500 Penalty: 4275.753906
	Iteration 3Q: 3 clusters Score -542962.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -543048.937500 Penalty: 4275.753906
	Iteration 4Q: 3 clusters Score -543048.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -543102.312500 Penalty: 4275.753906
	Iteration 5Q: 3 clusters Score -543102.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -543155.312500 Penalty: 4275.753906
	Iteration 6Q: 3 clusters Score -543155.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -543192.062500 Penalty: 4275.753906
	Iteration 7Q: 3 clusters Score -543192.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -543226.562500 Penalty: 4275.753906
	Iteration 8Q: 3 clusters Score -543226.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -543264.875000 Penalty: 4275.753906
	Iteration 9Q: 3 clusters Score -543264.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -543303.625000 Penalty: 4275.753906
	Iteration 10Q: 3 clusters Score -543303.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -543352.875000 Penalty: 4275.753906
	Iteration 11Q: 3 clusters Score -543352.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -543397.125000 Penalty: 4275.753906
	Iteration 12Q: 3 clusters Score -543397.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -543443.375000 Penalty: 4275.753906
	Iteration 13Q: 3 clusters Score -543443.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -543488.812500 Penalty: 4275.753906
	Iteration 14Q: 3 clusters Score -543488.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -543531.687500 Penalty: 4275.753906
	Iteration 15Q: 3 clusters Score -543531.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -543587.312500 Penalty: 4275.753906
	Iteration 16Q: 3 clusters Score -543587.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -543655.125000 Penalty: 4275.753906
	Iteration 17Q: 3 clusters Score -543655.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -543727.625000 Penalty: 4275.753906
	Iteration 18Q: 3 clusters Score -543727.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -543809.312500 Penalty: 4275.753906
	Iteration 19Q: 3 clusters Score -543809.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -543892.062500 Penalty: 4275.753906
	Iteration 20F: 3 clusters Score -543892.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -543968.562500 Penalty: 4275.753906
	Iteration 21Q: 3 clusters Score -543968.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -544063.000000 Penalty: 4275.753906
	Iteration 22Q: 3 clusters Score -544063 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -544143.562500 Penalty: 4275.753906
	Iteration 23Q: 3 clusters Score -544143.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -544212.687500 Penalty: 4275.753906
	Iteration 24Q: 3 clusters Score -544212.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -544268.312500 Penalty: 4275.753906
	Iteration 25Q: 3 clusters Score -544268.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -544311.937500 Penalty: 4275.753906
	Iteration 26Q: 3 clusters Score -544311.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -544348.750000 Penalty: 4275.753906
	Iteration 27Q: 3 clusters Score -544348.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -544382.937500 Penalty: 4275.753906
	Iteration 28Q: 3 clusters Score -544382.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -544426.187500 Penalty: 4275.753906
	Iteration 29Q: 3 clusters Score -544426.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -544459.187500 Penalty: 4275.753906
	Iteration 30Q: 3 clusters Score -544459.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -544483.000000 Penalty: 4275.753906
	Iteration 31Q: 3 clusters Score -544483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -544502.187500 Penalty: 4275.753906
	Iteration 32Q: 3 clusters Score -544502.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -544512.437500 Penalty: 4275.753906
	Iteration 33Q: 3 clusters Score -544512.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -544522.812500 Penalty: 4275.753906
	Iteration 34Q: 3 clusters Score -544522.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -544534.687500 Penalty: 4275.753906
	Iteration 35Q: 3 clusters Score -544534.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -544547.312500 Penalty: 4275.753906
	Iteration 36Q: 3 clusters Score -544547.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -544562.312500 Penalty: 4275.753906
	Iteration 37Q: 3 clusters Score -544562.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -544568.500000 Penalty: 4275.753906
	Iteration 38Q: 3 clusters Score -544568.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -544574.625000 Penalty: 4275.753906
	Iteration 39Q: 3 clusters Score -544574.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -544577.812500 Penalty: 4275.753906
	Iteration 40F: 3 clusters Score -544577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -544583.250000 Penalty: 4275.753906
	Iteration 41Q: 3 clusters Score -544583.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -544588.750000 Penalty: 4275.753906
	Iteration 42Q: 3 clusters Score -544588.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -544595.562500 Penalty: 4275.753906
	Iteration 43Q: 3 clusters Score -544595.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -544600.937500 Penalty: 4275.753906
	Iteration 44Q: 3 clusters Score -544600.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -544605.937500 Penalty: 4275.753906
	Iteration 45Q: 3 clusters Score -544605.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -544610.500000 Penalty: 4275.753906
	Iteration 46Q: 3 clusters Score -544610.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -544612.687500 Penalty: 4275.753906
	Iteration 47Q: 3 clusters Score -544612.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -544614.062500 Penalty: 4275.753906
	Iteration 48Q: 3 clusters Score -544614.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -544615.625000 Penalty: 4275.753906
	Iteration 49Q: 3 clusters Score -544615.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -544619.062500 Penalty: 4275.753906
	Iteration 50Q: 3 clusters Score -544619.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -544621.062500 Penalty: 4275.753906
	Iteration 51Q: 3 clusters Score -544621.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -544624.437500 Penalty: 4275.753906
	Iteration 52Q: 3 clusters Score -544624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -544626.562500 Penalty: 4275.753906
	Iteration 53Q: 3 clusters Score -544626.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -544630.375000 Penalty: 4275.753906
	Iteration 54Q: 3 clusters Score -544630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -544632.687500 Penalty: 4275.753906
	Iteration 55Q: 3 clusters Score -544632.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -544634.687500 Penalty: 4275.753906
	Iteration 56Q: 3 clusters Score -544634.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -544635.000000 Penalty: 4275.753906
	Iteration 57Q: 3 clusters Score -544635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -544636.812500 Penalty: 4275.753906
	Iteration 58Q: 3 clusters Score -544636.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -544639.000000 Penalty: 4275.753906
	Iteration 59Q: 3 clusters Score -544639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -544639.375000 Penalty: 4275.753906
	Iteration 60F: 3 clusters Score -544639.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -544640.062500 Penalty: 4275.753906
	Iteration 61Q: 3 clusters Score -544640.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -544643.062500 Penalty: 4275.753906
	Iteration 62Q: 3 clusters Score -544643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -544644.062500 Penalty: 4275.753906
	Iteration 63Q: 3 clusters Score -544644.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -544646.125000 Penalty: 4275.753906
	Iteration 64Q: 3 clusters Score -544646.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -544647.937500 Penalty: 4275.753906
	Iteration 65Q: 3 clusters Score -544647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -544649.500000 Penalty: 4275.753906
	Iteration 66Q: 3 clusters Score -544649.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -544650.687500 Penalty: 4275.753906
	Iteration 67Q: 3 clusters Score -544650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -544650.750000 Penalty: 4275.753906
	Iteration 68Q: 3 clusters Score -544650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -544652.250000 Penalty: 4275.753906
	Iteration 69Q: 3 clusters Score -544652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -544654.500000 Penalty: 4275.753906
	Iteration 70Q: 3 clusters Score -544654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -544654.312500 Penalty: 4275.753906
	Iteration 71Q: 3 clusters Score -544654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -544655.625000 Penalty: 4275.753906
	Iteration 72Q: 3 clusters Score -544655.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -544656.250000 Penalty: 4275.753906
	Iteration 73Q: 3 clusters Score -544656.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -544656.250000 Penalty: 4275.753906
	Iteration 74F: 3 clusters Score -544656.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -846728.437500 Penalty: 2244.209717
	Iteration 0F: 2 clusters Score -846728.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -840011.687500 Penalty: 4488.419434
	Iteration 0F: 3 clusters Score -840011.7 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -841779.187500 Penalty: 4488.419434
	Iteration 1F: 3 clusters Score -841779.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -842156.062500 Penalty: 4488.419434
	Iteration 2F: 3 clusters Score -842156.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -842509.250000 Penalty: 4488.419434
	Iteration 3F: 3 clusters Score -842509.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -842834.062500 Penalty: 4488.419434
	Iteration 4F: 3 clusters Score -842834.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -843086.000000 Penalty: 4488.419434
	Iteration 5F: 3 clusters Score -843086 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -843325.000000 Penalty: 4488.419434
	Iteration 6Q: 3 clusters Score -843325 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -843559.062500 Penalty: 4488.419434
	Iteration 7Q: 3 clusters Score -843559.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -843785.937500 Penalty: 4488.419434
	Iteration 8Q: 3 clusters Score -843785.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -843986.125000 Penalty: 4488.419434
	Iteration 9Q: 3 clusters Score -843986.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -844154.125000 Penalty: 4488.419434
	Iteration 10Q: 3 clusters Score -844154.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -844268.562500 Penalty: 4488.419434
	Iteration 11Q: 3 clusters Score -844268.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -844362.062500 Penalty: 4488.419434
	Iteration 12Q: 3 clusters Score -844362.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -844436.625000 Penalty: 4488.419434
	Iteration 13Q: 3 clusters Score -844436.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -844504.375000 Penalty: 4488.419434
	Iteration 14Q: 3 clusters Score -844504.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -844551.750000 Penalty: 4488.419434
	Iteration 15Q: 3 clusters Score -844551.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -844588.000000 Penalty: 4488.419434
	Iteration 16Q: 3 clusters Score -844588 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -844624.812500 Penalty: 4488.419434
	Iteration 17Q: 3 clusters Score -844624.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -844661.437500 Penalty: 4488.419434
	Iteration 18Q: 3 clusters Score -844661.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -844692.062500 Penalty: 4488.419434
	Iteration 19Q: 3 clusters Score -844692.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -844709.625000 Penalty: 4488.419434
	Iteration 20F: 3 clusters Score -844709.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -844721.562500 Penalty: 4488.419434
	Iteration 21Q: 3 clusters Score -844721.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -844733.187500 Penalty: 4488.419434
	Iteration 22Q: 3 clusters Score -844733.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -844745.750000 Penalty: 4488.419434
	Iteration 23Q: 3 clusters Score -844745.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -844754.187500 Penalty: 4488.419434
	Iteration 24Q: 3 clusters Score -844754.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -844762.687500 Penalty: 4488.419434
	Iteration 25Q: 3 clusters Score -844762.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -844766.250000 Penalty: 4488.419434
	Iteration 26Q: 3 clusters Score -844766.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -844768.812500 Penalty: 4488.419434
	Iteration 27Q: 3 clusters Score -844768.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -844771.125000 Penalty: 4488.419434
	Iteration 28Q: 3 clusters Score -844771.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -844774.375000 Penalty: 4488.419434
	Iteration 29Q: 3 clusters Score -844774.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -844777.125000 Penalty: 4488.419434
	Iteration 30Q: 3 clusters Score -844777.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -844781.687500 Penalty: 4488.419434
	Iteration 31Q: 3 clusters Score -844781.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -844785.875000 Penalty: 4488.419434
	Iteration 32Q: 3 clusters Score -844785.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -844784.375000 Penalty: 4488.419434
	Iteration 33Q: 3 clusters Score -844784.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -844788.000000 Penalty: 4488.419434
	Iteration 34Q: 3 clusters Score -844788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -844791.562500 Penalty: 4488.419434
	Iteration 35Q: 3 clusters Score -844791.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -844794.250000 Penalty: 4488.419434
	Iteration 36Q: 3 clusters Score -844794.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -844796.250000 Penalty: 4488.419434
	Iteration 37Q: 3 clusters Score -844796.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -844798.562500 Penalty: 4488.419434
	Iteration 38Q: 3 clusters Score -844798.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -844798.750000 Penalty: 4488.419434
	Iteration 39Q: 3 clusters Score -844798.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -844802.562500 Penalty: 4488.419434
	Iteration 40F: 3 clusters Score -844802.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -844801.750000 Penalty: 4488.419434
	Iteration 41Q: 3 clusters Score -844801.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -844809.250000 Penalty: 4488.419434
	Iteration 42Q: 3 clusters Score -844809.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -844814.375000 Penalty: 4488.419434
	Iteration 43Q: 3 clusters Score -844814.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -844820.312500 Penalty: 4488.419434
	Iteration 44Q: 3 clusters Score -844820.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -844821.062500 Penalty: 4488.419434
	Iteration 45Q: 3 clusters Score -844821.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -844821.250000 Penalty: 4488.419434
	Iteration 46Q: 3 clusters Score -844821.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -844823.250000 Penalty: 4488.419434
	Iteration 47Q: 3 clusters Score -844823.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -844825.312500 Penalty: 4488.419434
	Iteration 48Q: 3 clusters Score -844825.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -844824.187500 Penalty: 4488.419434
	Iteration 49Q: 3 clusters Score -844824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -844824.312500 Penalty: 4488.419434
	Iteration 50Q: 3 clusters Score -844824.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -844824.250000 Penalty: 4488.419434
	Iteration 51Q: 3 clusters Score -844824.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -844824.562500 Penalty: 4488.419434
	Iteration 52Q: 3 clusters Score -844824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -844826.250000 Penalty: 4488.419434
	Iteration 53Q: 3 clusters Score -844826.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -844827.125000 Penalty: 4488.419434
	Iteration 54Q: 3 clusters Score -844827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -844827.250000 Penalty: 4488.419434
	Iteration 55Q: 3 clusters Score -844827.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -844827.250000 Penalty: 4488.419434
	Iteration 56F: 3 clusters Score -844827.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Entering Unmasked Estep 
Score: -1402734.375000 Penalty: 2380.786865
	Iteration 0F: 2 clusters Score -1402734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1392022.500000 Penalty: 4761.573730
	Iteration 0F: 3 clusters Score -1392022 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1395356.875000 Penalty: 4761.573730
	Iteration 1F: 3 clusters Score -1395357 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1395801.250000 Penalty: 4761.573730
	Iteration 2F: 3 clusters Score -1395801 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1396184.125000 Penalty: 4761.573730
	Iteration 3F: 3 clusters Score -1396184 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1396579.500000 Penalty: 4761.573730
	Iteration 4F: 3 clusters Score -1396580 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1397007.375000 Penalty: 4761.573730
	Iteration 5F: 3 clusters Score -1397007 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1397480.750000 Penalty: 4761.573730
	Iteration 6F: 3 clusters Score -1397481 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1397958.125000 Penalty: 4761.573730
	Iteration 7F: 3 clusters Score -1397958 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1398426.250000 Penalty: 4761.573730
	Iteration 8F: 3 clusters Score -1398426 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1398854.125000 Penalty: 4761.573730
	Iteration 9Q: 3 clusters Score -1398854 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1399208.625000 Penalty: 4761.573730
	Iteration 10Q: 3 clusters Score -1399209 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1399508.500000 Penalty: 4761.573730
	Iteration 11Q: 3 clusters Score -1399508 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1399729.125000 Penalty: 4761.573730
	Iteration 12Q: 3 clusters Score -1399729 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1399878.250000 Penalty: 4761.573730
	Iteration 13Q: 3 clusters Score -1399878 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1399984.750000 Penalty: 4761.573730
	Iteration 14Q: 3 clusters Score -1399985 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1400053.250000 Penalty: 4761.573730
	Iteration 15Q: 3 clusters Score -1400053 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1400100.750000 Penalty: 4761.573730
	Iteration 16Q: 3 clusters Score -1400101 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1400136.375000 Penalty: 4761.573730
	Iteration 17Q: 3 clusters Score -1400136 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1400155.500000 Penalty: 4761.573730
	Iteration 18Q: 3 clusters Score -1400156 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1400180.500000 Penalty: 4761.573730
	Iteration 19Q: 3 clusters Score -1400180 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1400209.500000 Penalty: 4761.573730
	Iteration 20F: 3 clusters Score -1400210 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1400237.250000 Penalty: 4761.573730
	Iteration 21Q: 3 clusters Score -1400237 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1400262.375000 Penalty: 4761.573730
	Iteration 22Q: 3 clusters Score -1400262 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1400282.500000 Penalty: 4761.573730
	Iteration 23Q: 3 clusters Score -1400282 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1400296.625000 Penalty: 4761.573730
	Iteration 24Q: 3 clusters Score -1400297 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1400311.750000 Penalty: 4761.573730
	Iteration 25Q: 3 clusters Score -1400312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1400326.125000 Penalty: 4761.573730
	Iteration 26Q: 3 clusters Score -1400326 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1400353.375000 Penalty: 4761.573730
	Iteration 27Q: 3 clusters Score -1400353 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1400380.375000 Penalty: 4761.573730
	Iteration 28Q: 3 clusters Score -1400380 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1400413.625000 Penalty: 4761.573730
	Iteration 29Q: 3 clusters Score -1400414 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1400464.125000 Penalty: 4761.573730
	Iteration 30Q: 3 clusters Score -1400464 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1400532.000000 Penalty: 4761.573730
	Iteration 31Q: 3 clusters Score -1400532 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1400610.250000 Penalty: 4761.573730
	Iteration 32Q: 3 clusters Score -1400610 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1400702.000000 Penalty: 4761.573730
	Iteration 33Q: 3 clusters Score -1400702 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1400782.500000 Penalty: 4761.573730
	Iteration 34Q: 3 clusters Score -1400782 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1400867.375000 Penalty: 4761.573730
	Iteration 35Q: 3 clusters Score -1400867 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1400940.125000 Penalty: 4761.573730
	Iteration 36Q: 3 clusters Score -1400940 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1400992.125000 Penalty: 4761.573730
	Iteration 37Q: 3 clusters Score -1400992 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1401029.375000 Penalty: 4761.573730
	Iteration 38Q: 3 clusters Score -1401029 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1401073.750000 Penalty: 4761.573730
	Iteration 39Q: 3 clusters Score -1401074 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1401121.000000 Penalty: 4761.573730
	Iteration 40F: 3 clusters Score -1401121 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1401175.875000 Penalty: 4761.573730
	Iteration 41Q: 3 clusters Score -1401176 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1401228.250000 Penalty: 4761.573730
	Iteration 42Q: 3 clusters Score -1401228 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1401266.500000 Penalty: 4761.573730
	Iteration 43Q: 3 clusters Score -1401266 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1401308.250000 Penalty: 4761.573730
	Iteration 44Q: 3 clusters Score -1401308 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1401342.625000 Penalty: 4761.573730
	Iteration 45Q: 3 clusters Score -1401343 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1401377.750000 Penalty: 4761.573730
	Iteration 46Q: 3 clusters Score -1401378 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1401418.750000 Penalty: 4761.573730
	Iteration 47Q: 3 clusters Score -1401419 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1401462.625000 Penalty: 4761.573730
	Iteration 48Q: 3 clusters Score -1401463 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1401514.125000 Penalty: 4761.573730
	Iteration 49Q: 3 clusters Score -1401514 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1401564.000000 Penalty: 4761.573730
	Iteration 50Q: 3 clusters Score -1401564 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1401628.625000 Penalty: 4761.573730
	Iteration 51Q: 3 clusters Score -1401629 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1401689.875000 Penalty: 4761.573730
	Iteration 52Q: 3 clusters Score -1401690 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1401753.250000 Penalty: 4761.573730
	Iteration 53Q: 3 clusters Score -1401753 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1401792.750000 Penalty: 4761.573730
	Iteration 54Q: 3 clusters Score -1401793 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1401820.625000 Penalty: 4761.573730
	Iteration 55Q: 3 clusters Score -1401821 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1401838.250000 Penalty: 4761.573730
	Iteration 56Q: 3 clusters Score -1401838 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1401852.375000 Penalty: 4761.573730
	Iteration 57Q: 3 clusters Score -1401852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1401860.875000 Penalty: 4761.573730
	Iteration 58Q: 3 clusters Score -1401861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1401867.625000 Penalty: 4761.573730
	Iteration 59Q: 3 clusters Score -1401868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1401873.625000 Penalty: 4761.573730
	Iteration 60F: 3 clusters Score -1401874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1401879.875000 Penalty: 4761.573730
	Iteration 61Q: 3 clusters Score -1401880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1401885.250000 Penalty: 4761.573730
	Iteration 62Q: 3 clusters Score -1401885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1401889.375000 Penalty: 4761.573730
	Iteration 63Q: 3 clusters Score -1401889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1401892.250000 Penalty: 4761.573730
	Iteration 64Q: 3 clusters Score -1401892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1401896.875000 Penalty: 4761.573730
	Iteration 65Q: 3 clusters Score -1401897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1401897.875000 Penalty: 4761.573730
	Iteration 66Q: 3 clusters Score -1401898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1401894.750000 Penalty: 4761.573730
	Iteration 67Q: 3 clusters Score -1401895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1401902.375000 Penalty: 4761.573730
	Iteration 68Q: 3 clusters Score -1401902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1401905.750000 Penalty: 4761.573730
	Iteration 69Q: 3 clusters Score -1401906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1401903.875000 Penalty: 4761.573730
	Iteration 70Q: 3 clusters Score -1401904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1401906.125000 Penalty: 4761.573730
	Iteration 71Q: 3 clusters Score -1401906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1401906.375000 Penalty: 4761.573730
	Iteration 72Q: 3 clusters Score -1401906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1401907.375000 Penalty: 4761.573730
	Iteration 73Q: 3 clusters Score -1401907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1401904.750000 Penalty: 4761.573730
	Iteration 74Q: 3 clusters Score -1401905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1401904.375000 Penalty: 4761.573730
	Iteration 75Q: 3 clusters Score -1401904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1401905.875000 Penalty: 4761.573730
	Iteration 76Q: 3 clusters Score -1401906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1401908.500000 Penalty: 4761.573730
	Iteration 77Q: 3 clusters Score -1401908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1401912.250000 Penalty: 4761.573730
	Iteration 78Q: 3 clusters Score -1401912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1401911.125000 Penalty: 4761.573730
	Iteration 79Q: 3 clusters Score -1401911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1401910.875000 Penalty: 4761.573730
	Iteration 80F: 3 clusters Score -1401911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1401911.750000 Penalty: 4761.573730
	Iteration 81Q: 3 clusters Score -1401912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1401906.375000 Penalty: 4761.573730
	Iteration 82Q: 3 clusters Score -1401906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1401909.875000 Penalty: 4761.573730
	Iteration 83Q: 3 clusters Score -1401910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1401911.875000 Penalty: 4761.573730
	Iteration 84Q: 3 clusters Score -1401912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1401915.625000 Penalty: 4761.573730
	Iteration 85Q: 3 clusters Score -1401916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1401914.375000 Penalty: 4761.573730
	Iteration 86Q: 3 clusters Score -1401914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1401914.375000 Penalty: 4761.573730
	Iteration 87F: 3 clusters Score -1401914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -270809.250000 Penalty: 1971.637207
	Iteration 0F: 2 clusters Score -270809.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -267637.468750 Penalty: 3943.274414
	Iteration 0F: 3 clusters Score -267637.5 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -268281.875000 Penalty: 3943.274414
	Iteration 1F: 3 clusters Score -268281.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -268423.562500 Penalty: 3943.274414
	Iteration 2F: 3 clusters Score -268423.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -268513.218750 Penalty: 3943.274414
	Iteration 3Q: 3 clusters Score -268513.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -268559.031250 Penalty: 3943.274414
	Iteration 4Q: 3 clusters Score -268559 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -268589.718750 Penalty: 3943.274414
	Iteration 5Q: 3 clusters Score -268589.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -268611.093750 Penalty: 3943.274414
	Iteration 6Q: 3 clusters Score -268611.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -268624.281250 Penalty: 3943.274414
	Iteration 7Q: 3 clusters Score -268624.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -268639.531250 Penalty: 3943.274414
	Iteration 8Q: 3 clusters Score -268639.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -268655.562500 Penalty: 3943.274414
	Iteration 9Q: 3 clusters Score -268655.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -268666.218750 Penalty: 3943.274414
	Iteration 10Q: 3 clusters Score -268666.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -268672.000000 Penalty: 3943.274414
	Iteration 11Q: 3 clusters Score -268672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -268677.281250 Penalty: 3943.274414
	Iteration 12Q: 3 clusters Score -268677.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -268682.281250 Penalty: 3943.274414
	Iteration 13Q: 3 clusters Score -268682.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -268686.968750 Penalty: 3943.274414
	Iteration 14Q: 3 clusters Score -268687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -268691.687500 Penalty: 3943.274414
	Iteration 15Q: 3 clusters Score -268691.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -268697.593750 Penalty: 3943.274414
	Iteration 16Q: 3 clusters Score -268697.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -268704.562500 Penalty: 3943.274414
	Iteration 17Q: 3 clusters Score -268704.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -268709.125000 Penalty: 3943.274414
	Iteration 18Q: 3 clusters Score -268709.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -268714.343750 Penalty: 3943.274414
	Iteration 19Q: 3 clusters Score -268714.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -268716.437500 Penalty: 3943.274414
	Iteration 20F: 3 clusters Score -268716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -268717.750000 Penalty: 3943.274414
	Iteration 21Q: 3 clusters Score -268717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -268717.531250 Penalty: 3943.274414
	Iteration 22Q: 3 clusters Score -268717.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -268717.531250 Penalty: 3943.274414
	Iteration 23F: 3 clusters Score -268717.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Entering Unmasked Estep 
Score: -560630.187500 Penalty: 2163.078613
	Iteration 0F: 2 clusters Score -560630.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -555394.187500 Penalty: 4326.157227
	Iteration 0F: 3 clusters Score -555394.2 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -556680.875000 Penalty: 4326.157227
	Iteration 1F: 3 clusters Score -556680.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -556924.312500 Penalty: 4326.157227
	Iteration 2F: 3 clusters Score -556924.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -557106.750000 Penalty: 4326.157227
	Iteration 3F: 3 clusters Score -557106.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -557222.187500 Penalty: 4326.157227
	Iteration 4Q: 3 clusters Score -557222.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -557288.750000 Penalty: 4326.157227
	Iteration 5Q: 3 clusters Score -557288.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -557331.750000 Penalty: 4326.157227
	Iteration 6Q: 3 clusters Score -557331.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -557378.187500 Penalty: 4326.157227
	Iteration 7Q: 3 clusters Score -557378.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -557420.250000 Penalty: 4326.157227
	Iteration 8Q: 3 clusters Score -557420.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -557448.750000 Penalty: 4326.157227
	Iteration 9Q: 3 clusters Score -557448.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -557472.812500 Penalty: 4326.157227
	Iteration 10Q: 3 clusters Score -557472.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -557488.187500 Penalty: 4326.157227
	Iteration 11Q: 3 clusters Score -557488.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -557501.062500 Penalty: 4326.157227
	Iteration 12Q: 3 clusters Score -557501.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -557509.187500 Penalty: 4326.157227
	Iteration 13Q: 3 clusters Score -557509.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -557515.375000 Penalty: 4326.157227
	Iteration 14Q: 3 clusters Score -557515.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -557521.562500 Penalty: 4326.157227
	Iteration 15Q: 3 clusters Score -557521.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -557529.312500 Penalty: 4326.157227
	Iteration 16Q: 3 clusters Score -557529.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -557532.250000 Penalty: 4326.157227
	Iteration 17Q: 3 clusters Score -557532.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -557536.125000 Penalty: 4326.157227
	Iteration 18Q: 3 clusters Score -557536.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -557537.500000 Penalty: 4326.157227
	Iteration 19Q: 3 clusters Score -557537.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -557539.750000 Penalty: 4326.157227
	Iteration 20F: 3 clusters Score -557539.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -557542.312500 Penalty: 4326.157227
	Iteration 21Q: 3 clusters Score -557542.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -557543.250000 Penalty: 4326.157227
	Iteration 22Q: 3 clusters Score -557543.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -557544.312500 Penalty: 4326.157227
	Iteration 23Q: 3 clusters Score -557544.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -557546.062500 Penalty: 4326.157227
	Iteration 24Q: 3 clusters Score -557546.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -557546.500000 Penalty: 4326.157227
	Iteration 25Q: 3 clusters Score -557546.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -557548.375000 Penalty: 4326.157227
	Iteration 26Q: 3 clusters Score -557548.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -557548.250000 Penalty: 4326.157227
	Iteration 27Q: 3 clusters Score -557548.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -557549.375000 Penalty: 4326.157227
	Iteration 28Q: 3 clusters Score -557549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -557549.875000 Penalty: 4326.157227
	Iteration 29Q: 3 clusters Score -557549.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -557549.875000 Penalty: 4326.157227
	Iteration 30F: 3 clusters Score -557549.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -1003163.750000 Penalty: 2292.767822
	Iteration 0F: 2 clusters Score -1003164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -995263.562500 Penalty: 4585.535645
	Iteration 0F: 3 clusters Score -995263.6 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -998389.812500 Penalty: 4585.535645
	Iteration 1F: 3 clusters Score -998389.8 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -999371.812500 Penalty: 4585.535645
	Iteration 2F: 3 clusters Score -999371.8 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1000283.687500 Penalty: 4585.535645
	Iteration 3F: 3 clusters Score -1000284 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1001188.687500 Penalty: 4585.535645
	Iteration 4F: 3 clusters Score -1001189 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1001898.187500 Penalty: 4585.535645
	Iteration 5F: 3 clusters Score -1001898 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1002371.625000 Penalty: 4585.535645
	Iteration 6F: 3 clusters Score -1002372 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1002650.687500 Penalty: 4585.535645
	Iteration 7Q: 3 clusters Score -1002651 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1002859.312500 Penalty: 4585.535645
	Iteration 8Q: 3 clusters Score -1002859 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1003029.875000 Penalty: 4585.535645
	Iteration 9Q: 3 clusters Score -1003030 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1003161.812500 Penalty: 4585.535645
	Iteration 10Q: 3 clusters Score -1003162 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1003281.562500 Penalty: 4585.535645
	Iteration 11Q: 3 clusters Score -1003282 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1003405.812500 Penalty: 4585.535645
	Iteration 12Q: 3 clusters Score -1003406 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1003491.875000 Penalty: 4585.535645
	Iteration 13Q: 3 clusters Score -1003492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1003522.125000 Penalty: 4585.535645
	Iteration 14Q: 3 clusters Score -1003522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1003536.062500 Penalty: 4585.535645
	Iteration 15Q: 3 clusters Score -1003536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1003541.000000 Penalty: 4585.535645
	Iteration 16Q: 3 clusters Score -1003541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1003542.250000 Penalty: 4585.535645
	Iteration 17Q: 3 clusters Score -1003542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1003543.500000 Penalty: 4585.535645
	Iteration 18Q: 3 clusters Score -1003544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1003543.125000 Penalty: 4585.535645
	Iteration 19Q: 3 clusters Score -1003543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1003543.125000 Penalty: 4585.535645
	Iteration 20F: 3 clusters Score -1003543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 9286 members 
Mstep: Class 3 contains 13425 members 
Mstep: Class 4 contains 8749 members 
Mstep: Class 5 contains 22765 members 
Mstep: Class 6 contains 131238 members 
Mstep: Class 7 contains 64838 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 20993 members 
Mstep: Class 10 contains 3801 members 
Mstep: Class 11 contains 10307 members 
Mstep: Class 12 contains 24528 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24190 members 
Mstep: Class 15 contains 218374 members 
Mstep: Class 16 contains 304401 members 
Mstep: Class 17 contains 28870 members 
Mstep: Class 18 contains 225557 members 
Mstep: Class 19 contains 101080 members 
Mstep: Class 20 contains 12703 members 
Mstep: Class 21 contains 222211 members 
Mstep: Class 22 contains 37870 members 
Mstep: Class 23 contains 15365 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 23996 members 
Mstep: Class 26 contains 11835 members 
Mstep: Class 27 contains 12140 members 
Mstep: Class 28 contains 11933 members 
Mstep: Class 29 contains 15239 members 
Mstep: Class 30 contains 5544 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 14764 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6137 members 
Mstep: Class 35 contains 8657 members 
Mstep: Class 36 contains 10702 members 
Mstep: Class 37 contains 6414 members 
Mstep: Class 38 contains 2303 members 
Mstep: Class 39 contains 1696 members 
Entering Unmasked Estep 
Score: -157713600.000000 Penalty: 138595.359375
Splitting cluster 35 changes total score from -157714832.000000 to -157713600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (10702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Entering Unmasked Estep 
Score: -907642.125000 Penalty: 2300.989990
	Iteration 0F: 2 clusters Score -907642.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -899699.312500 Penalty: 4601.979980
	Iteration 0F: 3 clusters Score -899699.3 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -902651.187500 Penalty: 4601.979980
	Iteration 1F: 3 clusters Score -902651.2 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -903703.125000 Penalty: 4601.979980
	Iteration 2F: 3 clusters Score -903703.1 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -904686.062500 Penalty: 4601.979980
	Iteration 3F: 3 clusters Score -904686.1 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -905381.000000 Penalty: 4601.979980
	Iteration 4F: 3 clusters Score -905381 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -905813.937500 Penalty: 4601.979980
	Iteration 5F: 3 clusters Score -905813.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -906058.750000 Penalty: 4601.979980
	Iteration 6Q: 3 clusters Score -906058.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -906182.125000 Penalty: 4601.979980
	Iteration 7Q: 3 clusters Score -906182.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -906250.750000 Penalty: 4601.979980
	Iteration 8Q: 3 clusters Score -906250.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -906305.687500 Penalty: 4601.979980
	Iteration 9Q: 3 clusters Score -906305.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -906342.375000 Penalty: 4601.979980
	Iteration 10Q: 3 clusters Score -906342.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -906363.062500 Penalty: 4601.979980
	Iteration 11Q: 3 clusters Score -906363.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -906385.187500 Penalty: 4601.979980
	Iteration 12Q: 3 clusters Score -906385.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -906410.625000 Penalty: 4601.979980
	Iteration 13Q: 3 clusters Score -906410.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -906441.000000 Penalty: 4601.979980
	Iteration 14Q: 3 clusters Score -906441 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -906467.187500 Penalty: 4601.979980
	Iteration 15Q: 3 clusters Score -906467.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -906495.250000 Penalty: 4601.979980
	Iteration 16Q: 3 clusters Score -906495.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -906533.062500 Penalty: 4601.979980
	Iteration 17Q: 3 clusters Score -906533.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -906588.500000 Penalty: 4601.979980
	Iteration 18Q: 3 clusters Score -906588.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -906640.312500 Penalty: 4601.979980
	Iteration 19Q: 3 clusters Score -906640.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -906697.125000 Penalty: 4601.979980
	Iteration 20F: 3 clusters Score -906697.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -906743.750000 Penalty: 4601.979980
	Iteration 21Q: 3 clusters Score -906743.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -906782.375000 Penalty: 4601.979980
	Iteration 22Q: 3 clusters Score -906782.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -906820.312500 Penalty: 4601.979980
	Iteration 23Q: 3 clusters Score -906820.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -906847.812500 Penalty: 4601.979980
	Iteration 24Q: 3 clusters Score -906847.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -906864.812500 Penalty: 4601.979980
	Iteration 25Q: 3 clusters Score -906864.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -906890.250000 Penalty: 4601.979980
	Iteration 26Q: 3 clusters Score -906890.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -906911.062500 Penalty: 4601.979980
	Iteration 27Q: 3 clusters Score -906911.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -906921.562500 Penalty: 4601.979980
	Iteration 28Q: 3 clusters Score -906921.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -906931.125000 Penalty: 4601.979980
	Iteration 29Q: 3 clusters Score -906931.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -906939.750000 Penalty: 4601.979980
	Iteration 30Q: 3 clusters Score -906939.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -906947.812500 Penalty: 4601.979980
	Iteration 31Q: 3 clusters Score -906947.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -906956.500000 Penalty: 4601.979980
	Iteration 32Q: 3 clusters Score -906956.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -906964.812500 Penalty: 4601.979980
	Iteration 33Q: 3 clusters Score -906964.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -906971.375000 Penalty: 4601.979980
	Iteration 34Q: 3 clusters Score -906971.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -906980.562500 Penalty: 4601.979980
	Iteration 35Q: 3 clusters Score -906980.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -906986.375000 Penalty: 4601.979980
	Iteration 36Q: 3 clusters Score -906986.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -906991.125000 Penalty: 4601.979980
	Iteration 37Q: 3 clusters Score -906991.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -906991.062500 Penalty: 4601.979980
	Iteration 38Q: 3 clusters Score -906991.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -906994.187500 Penalty: 4601.979980
	Iteration 39Q: 3 clusters Score -906994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -906994.000000 Penalty: 4601.979980
	Iteration 40F: 3 clusters Score -906994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -906993.875000 Penalty: 4601.979980
	Iteration 41Q: 3 clusters Score -906993.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -906993.875000 Penalty: 4601.979980
	Iteration 42F: 3 clusters Score -906993.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Entering Unmasked Estep 
Score: -626161.187500 Penalty: 2174.027100
	Iteration 0F: 2 clusters Score -626161.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -620761.250000 Penalty: 4348.054199
	Iteration 0F: 3 clusters Score -620761.2 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -622061.812500 Penalty: 4348.054199
	Iteration 1F: 3 clusters Score -622061.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -622307.500000 Penalty: 4348.054199
	Iteration 2F: 3 clusters Score -622307.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -622452.187500 Penalty: 4348.054199
	Iteration 3Q: 3 clusters Score -622452.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -622556.375000 Penalty: 4348.054199
	Iteration 4Q: 3 clusters Score -622556.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -622646.187500 Penalty: 4348.054199
	Iteration 5Q: 3 clusters Score -622646.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -622710.187500 Penalty: 4348.054199
	Iteration 6Q: 3 clusters Score -622710.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -622756.312500 Penalty: 4348.054199
	Iteration 7Q: 3 clusters Score -622756.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -622796.562500 Penalty: 4348.054199
	Iteration 8Q: 3 clusters Score -622796.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -622830.625000 Penalty: 4348.054199
	Iteration 9Q: 3 clusters Score -622830.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -622865.312500 Penalty: 4348.054199
	Iteration 10Q: 3 clusters Score -622865.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -622901.875000 Penalty: 4348.054199
	Iteration 11Q: 3 clusters Score -622901.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -622933.062500 Penalty: 4348.054199
	Iteration 12Q: 3 clusters Score -622933.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -622962.125000 Penalty: 4348.054199
	Iteration 13Q: 3 clusters Score -622962.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -622987.062500 Penalty: 4348.054199
	Iteration 14Q: 3 clusters Score -622987.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -623008.562500 Penalty: 4348.054199
	Iteration 15Q: 3 clusters Score -623008.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -623028.687500 Penalty: 4348.054199
	Iteration 16Q: 3 clusters Score -623028.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -623048.250000 Penalty: 4348.054199
	Iteration 17Q: 3 clusters Score -623048.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -623066.250000 Penalty: 4348.054199
	Iteration 18Q: 3 clusters Score -623066.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -623085.750000 Penalty: 4348.054199
	Iteration 19Q: 3 clusters Score -623085.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -623108.625000 Penalty: 4348.054199
	Iteration 20F: 3 clusters Score -623108.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -623127.937500 Penalty: 4348.054199
	Iteration 21Q: 3 clusters Score -623127.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -623155.062500 Penalty: 4348.054199
	Iteration 22Q: 3 clusters Score -623155.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -623189.375000 Penalty: 4348.054199
	Iteration 23Q: 3 clusters Score -623189.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -623231.187500 Penalty: 4348.054199
	Iteration 24Q: 3 clusters Score -623231.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -623285.562500 Penalty: 4348.054199
	Iteration 25Q: 3 clusters Score -623285.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -623339.000000 Penalty: 4348.054199
	Iteration 26Q: 3 clusters Score -623339 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -623386.375000 Penalty: 4348.054199
	Iteration 27Q: 3 clusters Score -623386.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -623448.437500 Penalty: 4348.054199
	Iteration 28Q: 3 clusters Score -623448.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -623546.500000 Penalty: 4348.054199
	Iteration 29Q: 3 clusters Score -623546.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -623644.062500 Penalty: 4348.054199
	Iteration 30Q: 3 clusters Score -623644.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -623730.625000 Penalty: 4348.054199
	Iteration 31Q: 3 clusters Score -623730.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -623806.562500 Penalty: 4348.054199
	Iteration 32Q: 3 clusters Score -623806.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -623871.937500 Penalty: 4348.054199
	Iteration 33Q: 3 clusters Score -623871.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -623942.625000 Penalty: 4348.054199
	Iteration 34Q: 3 clusters Score -623942.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -623992.062500 Penalty: 4348.054199
	Iteration 35Q: 3 clusters Score -623992.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -624036.750000 Penalty: 4348.054199
	Iteration 36Q: 3 clusters Score -624036.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -624083.062500 Penalty: 4348.054199
	Iteration 37Q: 3 clusters Score -624083.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -624116.437500 Penalty: 4348.054199
	Iteration 38Q: 3 clusters Score -624116.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -624141.312500 Penalty: 4348.054199
	Iteration 39Q: 3 clusters Score -624141.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -624163.250000 Penalty: 4348.054199
	Iteration 40F: 3 clusters Score -624163.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -624180.437500 Penalty: 4348.054199
	Iteration 41Q: 3 clusters Score -624180.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -624200.687500 Penalty: 4348.054199
	Iteration 42Q: 3 clusters Score -624200.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -624215.875000 Penalty: 4348.054199
	Iteration 43Q: 3 clusters Score -624215.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -624233.062500 Penalty: 4348.054199
	Iteration 44Q: 3 clusters Score -624233.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -624239.625000 Penalty: 4348.054199
	Iteration 45Q: 3 clusters Score -624239.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -624248.625000 Penalty: 4348.054199
	Iteration 46Q: 3 clusters Score -624248.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -624253.375000 Penalty: 4348.054199
	Iteration 47Q: 3 clusters Score -624253.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -624259.625000 Penalty: 4348.054199
	Iteration 48Q: 3 clusters Score -624259.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -624259.625000 Penalty: 4348.054199
	Iteration 49F: 3 clusters Score -624259.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Entering Unmasked Estep 
Score: -216215.718750 Penalty: 1920.007935
	Iteration 0F: 2 clusters Score -216215.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -213406.859375 Penalty: 3840.015869
	Iteration 0F: 3 clusters Score -213406.9 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -213921.421875 Penalty: 3840.015869
	Iteration 1F: 3 clusters Score -213921.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -214043.984375 Penalty: 3840.015869
	Iteration 2F: 3 clusters Score -214044 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -214105.921875 Penalty: 3840.015869
	Iteration 3Q: 3 clusters Score -214105.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -214151.671875 Penalty: 3840.015869
	Iteration 4Q: 3 clusters Score -214151.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -214191.375000 Penalty: 3840.015869
	Iteration 5Q: 3 clusters Score -214191.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -214208.531250 Penalty: 3840.015869
	Iteration 6Q: 3 clusters Score -214208.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -214226.031250 Penalty: 3840.015869
	Iteration 7Q: 3 clusters Score -214226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -214240.765625 Penalty: 3840.015869
	Iteration 8Q: 3 clusters Score -214240.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -214249.593750 Penalty: 3840.015869
	Iteration 9Q: 3 clusters Score -214249.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -214255.765625 Penalty: 3840.015869
	Iteration 10Q: 3 clusters Score -214255.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -214265.328125 Penalty: 3840.015869
	Iteration 11Q: 3 clusters Score -214265.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -214272.765625 Penalty: 3840.015869
	Iteration 12Q: 3 clusters Score -214272.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -214281.546875 Penalty: 3840.015869
	Iteration 13Q: 3 clusters Score -214281.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -214286.250000 Penalty: 3840.015869
	Iteration 14Q: 3 clusters Score -214286.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -214290.890625 Penalty: 3840.015869
	Iteration 15Q: 3 clusters Score -214290.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -214296.703125 Penalty: 3840.015869
	Iteration 16Q: 3 clusters Score -214296.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -214301.796875 Penalty: 3840.015869
	Iteration 17Q: 3 clusters Score -214301.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -214305.843750 Penalty: 3840.015869
	Iteration 18Q: 3 clusters Score -214305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -214309.890625 Penalty: 3840.015869
	Iteration 19Q: 3 clusters Score -214309.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -214314.109375 Penalty: 3840.015869
	Iteration 20F: 3 clusters Score -214314.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -214316.937500 Penalty: 3840.015869
	Iteration 21Q: 3 clusters Score -214316.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -214320.234375 Penalty: 3840.015869
	Iteration 22Q: 3 clusters Score -214320.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -214323.421875 Penalty: 3840.015869
	Iteration 23Q: 3 clusters Score -214323.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -214323.437500 Penalty: 3840.015869
	Iteration 24Q: 3 clusters Score -214323.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -214323.750000 Penalty: 3840.015869
	Iteration 25Q: 3 clusters Score -214323.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -214323.750000 Penalty: 3840.015869
	Iteration 26F: 3 clusters Score -214323.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 9286 members 
Mstep: Class 3 contains 13425 members 
Mstep: Class 4 contains 8749 members 
Mstep: Class 5 contains 22765 members 
Mstep: Class 6 contains 131238 members 
Mstep: Class 7 contains 64838 members 
Mstep: Class 8 contains 11009 members 
Mstep: Class 9 contains 20993 members 
Mstep: Class 10 contains 3801 members 
Mstep: Class 11 contains 10307 members 
Mstep: Class 12 contains 24528 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24190 members 
Mstep: Class 15 contains 218374 members 
Mstep: Class 16 contains 304401 members 
Mstep: Class 17 contains 28870 members 
Mstep: Class 18 contains 225557 members 
Mstep: Class 19 contains 101080 members 
Mstep: Class 20 contains 12703 members 
Mstep: Class 21 contains 222211 members 
Mstep: Class 22 contains 37870 members 
Mstep: Class 23 contains 15365 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 23996 members 
Mstep: Class 26 contains 11835 members 
Mstep: Class 27 contains 12140 members 
Mstep: Class 28 contains 11933 members 
Mstep: Class 29 contains 15239 members 
Mstep: Class 30 contains 5544 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 14764 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6137 members 
Mstep: Class 35 contains 10353 members 
Mstep: Class 36 contains 10702 members 
Mstep: Class 37 contains 6414 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714752.000000 Penalty: 135041.625000
Iteration 199Q: 39 clusters Score -1.577148e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9286 members 
Mstep: Class 3 contains 13420 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22766 members 
Mstep: Class 6 contains 131234 members 
Mstep: Class 7 contains 64837 members 
Mstep: Class 8 contains 11010 members 
Mstep: Class 9 contains 20993 members 
Mstep: Class 10 contains 3803 members 
Mstep: Class 11 contains 10307 members 
Mstep: Class 12 contains 24532 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24195 members 
Mstep: Class 15 contains 218373 members 
Mstep: Class 16 contains 304401 members 
Mstep: Class 17 contains 28871 members 
Mstep: Class 18 contains 225557 members 
Mstep: Class 19 contains 101081 members 
Mstep: Class 20 contains 12702 members 
Mstep: Class 21 contains 222207 members 
Mstep: Class 22 contains 37869 members 
Mstep: Class 23 contains 15364 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 23996 members 
Mstep: Class 26 contains 11833 members 
Mstep: Class 27 contains 12134 members 
Mstep: Class 28 contains 11933 members 
Mstep: Class 29 contains 15238 members 
Mstep: Class 30 contains 5545 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 14764 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6136 members 
Mstep: Class 35 contains 10355 members 
Mstep: Class 36 contains 10703 members 
Mstep: Class 37 contains 6414 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714784.000000 Penalty: 135041.625000
Iteration 200F: 39 clusters Score -1.577148e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9286 members 
Mstep: Class 3 contains 13412 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22770 members 
Mstep: Class 6 contains 131231 members 
Mstep: Class 7 contains 64837 members 
Mstep: Class 8 contains 11011 members 
Mstep: Class 9 contains 20993 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 10307 members 
Mstep: Class 12 contains 24532 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24194 members 
Mstep: Class 15 contains 218371 members 
Mstep: Class 16 contains 304401 members 
Mstep: Class 17 contains 28874 members 
Mstep: Class 18 contains 225557 members 
Mstep: Class 19 contains 101083 members 
Mstep: Class 20 contains 12702 members 
Mstep: Class 21 contains 222199 members 
Mstep: Class 22 contains 37870 members 
Mstep: Class 23 contains 15363 members 
Mstep: Class 24 contains 5413 members 
Mstep: Class 25 contains 23999 members 
Mstep: Class 26 contains 11831 members 
Mstep: Class 27 contains 12130 members 
Mstep: Class 28 contains 11933 members 
Mstep: Class 29 contains 15238 members 
Mstep: Class 30 contains 5544 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 14764 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6135 members 
Mstep: Class 35 contains 10359 members 
Mstep: Class 36 contains 10703 members 
Mstep: Class 37 contains 6415 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714816.000000 Penalty: 135041.625000
Iteration 201Q: 39 clusters Score -1.577148e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 9286 members 
Mstep: Class 3 contains 13406 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22768 members 
Mstep: Class 6 contains 131232 members 
Mstep: Class 7 contains 64838 members 
Mstep: Class 8 contains 11011 members 
Mstep: Class 9 contains 20993 members 
Mstep: Class 10 contains 3810 members 
Mstep: Class 11 contains 10307 members 
Mstep: Class 12 contains 24535 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24189 members 
Mstep: Class 15 contains 218374 members 
Mstep: Class 16 contains 304398 members 
Mstep: Class 17 contains 28877 members 
Mstep: Class 18 contains 225557 members 
Mstep: Class 19 contains 101083 members 
Mstep: Class 20 contains 12703 members 
Mstep: Class 21 contains 222197 members 
Mstep: Class 22 contains 37871 members 
Mstep: Class 23 contains 15364 members 
Mstep: Class 24 contains 5413 members 
Mstep: Class 25 contains 24002 members 
Mstep: Class 26 contains 11831 members 
Mstep: Class 27 contains 12123 members 
Mstep: Class 28 contains 11933 members 
Mstep: Class 29 contains 15236 members 
Mstep: Class 30 contains 5544 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 14764 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6135 members 
Mstep: Class 35 contains 10359 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6415 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714768.000000 Penalty: 135041.625000
Iteration 202Q: 39 clusters Score -1.577148e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 9287 members 
Mstep: Class 3 contains 13397 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22770 members 
Mstep: Class 6 contains 131230 members 
Mstep: Class 7 contains 64838 members 
Mstep: Class 8 contains 11006 members 
Mstep: Class 9 contains 20993 members 
Mstep: Class 10 contains 3812 members 
Mstep: Class 11 contains 10307 members 
Mstep: Class 12 contains 24536 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24185 members 
Mstep: Class 15 contains 218373 members 
Mstep: Class 16 contains 304397 members 
Mstep: Class 17 contains 28881 members 
Mstep: Class 18 contains 225557 members 
Mstep: Class 19 contains 101083 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222196 members 
Mstep: Class 22 contains 37871 members 
Mstep: Class 23 contains 15364 members 
Mstep: Class 24 contains 5413 members 
Mstep: Class 25 contains 24010 members 
Mstep: Class 26 contains 11831 members 
Mstep: Class 27 contains 12120 members 
Mstep: Class 28 contains 11933 members 
Mstep: Class 29 contains 15236 members 
Mstep: Class 30 contains 5544 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 14764 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6136 members 
Mstep: Class 35 contains 10355 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6416 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714704.000000 Penalty: 135041.625000
Iteration 203Q: 39 clusters Score -1.577147e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 9289 members 
Mstep: Class 3 contains 13388 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22770 members 
Mstep: Class 6 contains 131230 members 
Mstep: Class 7 contains 64838 members 
Mstep: Class 8 contains 11003 members 
Mstep: Class 9 contains 20994 members 
Mstep: Class 10 contains 3814 members 
Mstep: Class 11 contains 10309 members 
Mstep: Class 12 contains 24539 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24182 members 
Mstep: Class 15 contains 218371 members 
Mstep: Class 16 contains 304397 members 
Mstep: Class 17 contains 28886 members 
Mstep: Class 18 contains 225557 members 
Mstep: Class 19 contains 101082 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222195 members 
Mstep: Class 22 contains 37871 members 
Mstep: Class 23 contains 15363 members 
Mstep: Class 24 contains 5413 members 
Mstep: Class 25 contains 24017 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12112 members 
Mstep: Class 28 contains 11932 members 
Mstep: Class 29 contains 15238 members 
Mstep: Class 30 contains 5544 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 14762 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6136 members 
Mstep: Class 35 contains 10355 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714672.000000 Penalty: 135041.625000
Iteration 204Q: 39 clusters Score -1.577147e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 9292 members 
Mstep: Class 3 contains 13377 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22769 members 
Mstep: Class 6 contains 131234 members 
Mstep: Class 7 contains 64839 members 
Mstep: Class 8 contains 11002 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3820 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24541 members 
Mstep: Class 13 contains 2704 members 
Mstep: Class 14 contains 24174 members 
Mstep: Class 15 contains 218370 members 
Mstep: Class 16 contains 304402 members 
Mstep: Class 17 contains 28887 members 
Mstep: Class 18 contains 225557 members 
Mstep: Class 19 contains 101083 members 
Mstep: Class 20 contains 12699 members 
Mstep: Class 21 contains 222192 members 
Mstep: Class 22 contains 37870 members 
Mstep: Class 23 contains 15361 members 
Mstep: Class 24 contains 5413 members 
Mstep: Class 25 contains 24020 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12103 members 
Mstep: Class 28 contains 11931 members 
Mstep: Class 29 contains 15240 members 
Mstep: Class 30 contains 5544 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6135 members 
Mstep: Class 35 contains 10359 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714688.000000 Penalty: 135041.625000
Iteration 205Q: 39 clusters Score -1.577147e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 9297 members 
Mstep: Class 3 contains 13358 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22768 members 
Mstep: Class 6 contains 131233 members 
Mstep: Class 7 contains 64839 members 
Mstep: Class 8 contains 10999 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3824 members 
Mstep: Class 11 contains 10307 members 
Mstep: Class 12 contains 24542 members 
Mstep: Class 13 contains 2705 members 
Mstep: Class 14 contains 24167 members 
Mstep: Class 15 contains 218369 members 
Mstep: Class 16 contains 304400 members 
Mstep: Class 17 contains 28888 members 
Mstep: Class 18 contains 225557 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12700 members 
Mstep: Class 21 contains 222189 members 
Mstep: Class 22 contains 37871 members 
Mstep: Class 23 contains 15361 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 24017 members 
Mstep: Class 26 contains 11834 members 
Mstep: Class 27 contains 12099 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15244 members 
Mstep: Class 30 contains 5544 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6135 members 
Mstep: Class 35 contains 10368 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714688.000000 Penalty: 135041.625000
Iteration 206Q: 39 clusters Score -1.577147e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 9307 members 
Mstep: Class 3 contains 13344 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22769 members 
Mstep: Class 6 contains 131229 members 
Mstep: Class 7 contains 64838 members 
Mstep: Class 8 contains 10995 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3827 members 
Mstep: Class 11 contains 10307 members 
Mstep: Class 12 contains 24546 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24168 members 
Mstep: Class 15 contains 218368 members 
Mstep: Class 16 contains 304394 members 
Mstep: Class 17 contains 28886 members 
Mstep: Class 18 contains 225559 members 
Mstep: Class 19 contains 101083 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222187 members 
Mstep: Class 22 contains 37871 members 
Mstep: Class 23 contains 15360 members 
Mstep: Class 24 contains 5415 members 
Mstep: Class 25 contains 24018 members 
Mstep: Class 26 contains 11833 members 
Mstep: Class 27 contains 12096 members 
Mstep: Class 28 contains 11929 members 
Mstep: Class 29 contains 15245 members 
Mstep: Class 30 contains 5544 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6139 members 
Mstep: Class 35 contains 10370 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714720.000000 Penalty: 135041.625000
Iteration 207Q: 39 clusters Score -1.577147e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9310 members 
Mstep: Class 3 contains 13338 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22769 members 
Mstep: Class 6 contains 131227 members 
Mstep: Class 7 contains 64837 members 
Mstep: Class 8 contains 11000 members 
Mstep: Class 9 contains 20996 members 
Mstep: Class 10 contains 3829 members 
Mstep: Class 11 contains 10306 members 
Mstep: Class 12 contains 24548 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24166 members 
Mstep: Class 15 contains 218365 members 
Mstep: Class 16 contains 304387 members 
Mstep: Class 17 contains 28886 members 
Mstep: Class 18 contains 225559 members 
Mstep: Class 19 contains 101082 members 
Mstep: Class 20 contains 12700 members 
Mstep: Class 21 contains 222190 members 
Mstep: Class 22 contains 37871 members 
Mstep: Class 23 contains 15361 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24016 members 
Mstep: Class 26 contains 11833 members 
Mstep: Class 27 contains 12093 members 
Mstep: Class 28 contains 11931 members 
Mstep: Class 29 contains 15245 members 
Mstep: Class 30 contains 5544 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6140 members 
Mstep: Class 35 contains 10373 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6418 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714848.000000 Penalty: 135041.625000
Iteration 208Q: 39 clusters Score -1.577148e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9312 members 
Mstep: Class 3 contains 13328 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22768 members 
Mstep: Class 6 contains 131224 members 
Mstep: Class 7 contains 64836 members 
Mstep: Class 8 contains 11000 members 
Mstep: Class 9 contains 20997 members 
Mstep: Class 10 contains 3829 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 24549 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24172 members 
Mstep: Class 15 contains 218359 members 
Mstep: Class 16 contains 304385 members 
Mstep: Class 17 contains 28888 members 
Mstep: Class 18 contains 225559 members 
Mstep: Class 19 contains 101083 members 
Mstep: Class 20 contains 12700 members 
Mstep: Class 21 contains 222188 members 
Mstep: Class 22 contains 37870 members 
Mstep: Class 23 contains 15361 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24014 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12089 members 
Mstep: Class 28 contains 11931 members 
Mstep: Class 29 contains 15245 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8511 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6138 members 
Mstep: Class 35 contains 10378 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6418 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714784.000000 Penalty: 135041.625000
Iteration 209Q: 39 clusters Score -1.577148e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 9313 members 
Mstep: Class 3 contains 13321 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22768 members 
Mstep: Class 6 contains 131216 members 
Mstep: Class 7 contains 64836 members 
Mstep: Class 8 contains 11001 members 
Mstep: Class 9 contains 20996 members 
Mstep: Class 10 contains 3831 members 
Mstep: Class 11 contains 10306 members 
Mstep: Class 12 contains 24550 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24171 members 
Mstep: Class 15 contains 218356 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28892 members 
Mstep: Class 18 contains 225560 members 
Mstep: Class 19 contains 101083 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222184 members 
Mstep: Class 22 contains 37868 members 
Mstep: Class 23 contains 15361 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24013 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12087 members 
Mstep: Class 28 contains 11929 members 
Mstep: Class 29 contains 15247 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8510 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6138 members 
Mstep: Class 35 contains 10386 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6418 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714752.000000 Penalty: 135041.625000
Iteration 210Q: 39 clusters Score -1.577148e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 9314 members 
Mstep: Class 3 contains 13313 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22768 members 
Mstep: Class 6 contains 131214 members 
Mstep: Class 7 contains 64836 members 
Mstep: Class 8 contains 11000 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3835 members 
Mstep: Class 11 contains 10306 members 
Mstep: Class 12 contains 24551 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24166 members 
Mstep: Class 15 contains 218357 members 
Mstep: Class 16 contains 304378 members 
Mstep: Class 17 contains 28895 members 
Mstep: Class 18 contains 225561 members 
Mstep: Class 19 contains 101082 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222182 members 
Mstep: Class 22 contains 37866 members 
Mstep: Class 23 contains 15359 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24013 members 
Mstep: Class 26 contains 11833 members 
Mstep: Class 27 contains 12085 members 
Mstep: Class 28 contains 11929 members 
Mstep: Class 29 contains 15249 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8510 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6138 members 
Mstep: Class 35 contains 10391 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714768.000000 Penalty: 135041.625000
Iteration 211Q: 39 clusters Score -1.577148e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 9316 members 
Mstep: Class 3 contains 13313 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22768 members 
Mstep: Class 6 contains 131212 members 
Mstep: Class 7 contains 64836 members 
Mstep: Class 8 contains 11002 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3836 members 
Mstep: Class 11 contains 10306 members 
Mstep: Class 12 contains 24552 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24164 members 
Mstep: Class 15 contains 218355 members 
Mstep: Class 16 contains 304378 members 
Mstep: Class 17 contains 28897 members 
Mstep: Class 18 contains 225562 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222183 members 
Mstep: Class 22 contains 37864 members 
Mstep: Class 23 contains 15358 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24015 members 
Mstep: Class 26 contains 11833 members 
Mstep: Class 27 contains 12083 members 
Mstep: Class 28 contains 11929 members 
Mstep: Class 29 contains 15250 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8510 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6139 members 
Mstep: Class 35 contains 10390 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714816.000000 Penalty: 135041.625000
Iteration 212Q: 39 clusters Score -1.577148e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 9318 members 
Mstep: Class 3 contains 13312 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22768 members 
Mstep: Class 6 contains 131212 members 
Mstep: Class 7 contains 64835 members 
Mstep: Class 8 contains 11002 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3837 members 
Mstep: Class 11 contains 10306 members 
Mstep: Class 12 contains 24554 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24164 members 
Mstep: Class 15 contains 218354 members 
Mstep: Class 16 contains 304379 members 
Mstep: Class 17 contains 28898 members 
Mstep: Class 18 contains 225562 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222182 members 
Mstep: Class 22 contains 37861 members 
Mstep: Class 23 contains 15358 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24016 members 
Mstep: Class 26 contains 11833 members 
Mstep: Class 27 contains 12081 members 
Mstep: Class 28 contains 11928 members 
Mstep: Class 29 contains 15251 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8509 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6139 members 
Mstep: Class 35 contains 10392 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714784.000000 Penalty: 135041.625000
Iteration 213Q: 39 clusters Score -1.577148e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 9321 members 
Mstep: Class 3 contains 13313 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22768 members 
Mstep: Class 6 contains 131211 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 11001 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10306 members 
Mstep: Class 12 contains 24555 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24166 members 
Mstep: Class 15 contains 218354 members 
Mstep: Class 16 contains 304374 members 
Mstep: Class 17 contains 28898 members 
Mstep: Class 18 contains 225563 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222180 members 
Mstep: Class 22 contains 37862 members 
Mstep: Class 23 contains 15358 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24016 members 
Mstep: Class 26 contains 11833 members 
Mstep: Class 27 contains 12079 members 
Mstep: Class 28 contains 11928 members 
Mstep: Class 29 contains 15251 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8508 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6140 members 
Mstep: Class 35 contains 10392 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714752.000000 Penalty: 135041.625000
Iteration 214Q: 39 clusters Score -1.577148e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 9324 members 
Mstep: Class 3 contains 13313 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22768 members 
Mstep: Class 6 contains 131211 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10998 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10307 members 
Mstep: Class 12 contains 24554 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24166 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304373 members 
Mstep: Class 17 contains 28898 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222181 members 
Mstep: Class 22 contains 37862 members 
Mstep: Class 23 contains 15358 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24016 members 
Mstep: Class 26 contains 11833 members 
Mstep: Class 27 contains 12078 members 
Mstep: Class 28 contains 11929 members 
Mstep: Class 29 contains 15252 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10393 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714720.000000 Penalty: 135041.625000
Iteration 215Q: 39 clusters Score -1.577147e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13310 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22768 members 
Mstep: Class 6 contains 131210 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10997 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24555 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24167 members 
Mstep: Class 15 contains 218353 members 
Mstep: Class 16 contains 304373 members 
Mstep: Class 17 contains 28897 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222183 members 
Mstep: Class 22 contains 37862 members 
Mstep: Class 23 contains 15358 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24017 members 
Mstep: Class 26 contains 11831 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15252 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10391 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714784.000000 Penalty: 135041.625000
Iteration 216Q: 39 clusters Score -1.577148e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131209 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24555 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24167 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28897 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222184 members 
Mstep: Class 22 contains 37861 members 
Mstep: Class 23 contains 15358 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24017 members 
Mstep: Class 26 contains 11831 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15252 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10392 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714816.000000 Penalty: 135041.625000
Iteration 217Q: 39 clusters Score -1.577148e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131208 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24555 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24167 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28899 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222183 members 
Mstep: Class 22 contains 37860 members 
Mstep: Class 23 contains 15358 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24017 members 
Mstep: Class 26 contains 11831 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15252 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10393 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714800.000000 Penalty: 135041.625000
Iteration 218Q: 39 clusters Score -1.577148e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131208 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24555 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24167 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28899 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222183 members 
Mstep: Class 22 contains 37860 members 
Mstep: Class 23 contains 15358 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24016 members 
Mstep: Class 26 contains 11831 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15252 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10394 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714800.000000 Penalty: 135041.625000
Iteration 219Q: 39 clusters Score -1.577148e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131208 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24555 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24167 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28899 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222183 members 
Mstep: Class 22 contains 37860 members 
Mstep: Class 23 contains 15358 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24017 members 
Mstep: Class 26 contains 11831 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15252 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10393 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714848.000000 Penalty: 135041.625000
Iteration 220F: 39 clusters Score -1.577148e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131206 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24555 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24167 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28899 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222183 members 
Mstep: Class 22 contains 37861 members 
Mstep: Class 23 contains 15358 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24019 members 
Mstep: Class 26 contains 11831 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15252 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10392 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714832.000000 Penalty: 135041.625000
Iteration 221Q: 39 clusters Score -1.577148e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131204 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24555 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24167 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28899 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222182 members 
Mstep: Class 22 contains 37861 members 
Mstep: Class 23 contains 15358 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11831 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15253 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10392 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714816.000000 Penalty: 135041.625000
Iteration 222Q: 39 clusters Score -1.577148e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131202 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24555 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24167 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28899 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222182 members 
Mstep: Class 22 contains 37861 members 
Mstep: Class 23 contains 15358 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11831 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15253 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10393 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6418 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714816.000000 Penalty: 135041.625000
Iteration 223Q: 39 clusters Score -1.577148e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131199 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24555 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24169 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28898 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222181 members 
Mstep: Class 22 contains 37861 members 
Mstep: Class 23 contains 15358 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11831 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10394 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714800.000000 Penalty: 135041.625000
Iteration 224Q: 39 clusters Score -1.577148e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131196 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24555 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28897 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222181 members 
Mstep: Class 22 contains 37861 members 
Mstep: Class 23 contains 15357 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11831 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10398 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714800.000000 Penalty: 135041.625000
Iteration 225Q: 39 clusters Score -1.577148e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131195 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24555 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28896 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222184 members 
Mstep: Class 22 contains 37861 members 
Mstep: Class 23 contains 15356 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11831 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10398 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714784.000000 Penalty: 135041.625000
Iteration 226Q: 39 clusters Score -1.577148e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131195 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24555 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28896 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222186 members 
Mstep: Class 22 contains 37860 members 
Mstep: Class 23 contains 15354 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10398 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714800.000000 Penalty: 135041.625000
Iteration 227Q: 39 clusters Score -1.577148e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131195 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24555 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28898 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222186 members 
Mstep: Class 22 contains 37858 members 
Mstep: Class 23 contains 15354 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10398 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714816.000000 Penalty: 135041.625000
Iteration 228Q: 39 clusters Score -1.577148e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131195 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24554 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28901 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222185 members 
Mstep: Class 22 contains 37857 members 
Mstep: Class 23 contains 15354 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10398 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714816.000000 Penalty: 135041.625000
Iteration 229Q: 39 clusters Score -1.577148e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131195 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24553 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28902 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101084 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222185 members 
Mstep: Class 22 contains 37857 members 
Mstep: Class 23 contains 15354 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10398 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714832.000000 Penalty: 135041.625000
Iteration 230Q: 39 clusters Score -1.577148e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131194 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24554 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28903 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101085 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222184 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15354 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10398 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714800.000000 Penalty: 135041.625000
Iteration 231Q: 39 clusters Score -1.577148e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131193 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24554 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218351 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28904 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101086 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222184 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15354 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10398 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714832.000000 Penalty: 135041.625000
Iteration 232Q: 39 clusters Score -1.577148e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131192 members 
Mstep: Class 7 contains 64834 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24555 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218351 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28904 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101086 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222184 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15354 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10398 members 
Mstep: Class 36 contains 10705 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714784.000000 Penalty: 135041.625000
Iteration 233Q: 39 clusters Score -1.577148e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131192 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24557 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28904 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101086 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222184 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15354 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10398 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714816.000000 Penalty: 135041.625000
Iteration 234Q: 39 clusters Score -1.577148e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131190 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24559 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28904 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101086 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222184 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15354 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10398 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714848.000000 Penalty: 135041.625000
Iteration 235Q: 39 clusters Score -1.577148e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131189 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24560 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28904 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101086 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222184 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15354 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10398 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714848.000000 Penalty: 135041.625000
Iteration 236Q: 39 clusters Score -1.577148e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131188 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24563 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28904 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101086 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222182 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15353 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5544 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10398 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714848.000000 Penalty: 135041.625000
Iteration 237Q: 39 clusters Score -1.577148e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131188 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24563 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28904 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101086 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222181 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15353 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5545 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10398 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714880.000000 Penalty: 135041.625000
Iteration 238Q: 39 clusters Score -1.577149e+08 nChanged 1
Entering ConstructFrom: 
Score: -157714880.000000 Penalty: 135041.625000
Entering ConstructFrom: 
Trying to split cluster 1 (9747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Entering Unmasked Estep 
Score: -898737.000000 Penalty: 2277.809326
	Iteration 0F: 2 clusters Score -898737 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 4848 members 
Entering Unmasked Estep 
Score: -891326.187500 Penalty: 4555.618652
	Iteration 0F: 3 clusters Score -891326.2 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -893472.812500 Penalty: 4555.618652
	Iteration 1F: 3 clusters Score -893472.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -893825.500000 Penalty: 4555.618652
	Iteration 2F: 3 clusters Score -893825.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -894158.812500 Penalty: 4555.618652
	Iteration 3F: 3 clusters Score -894158.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -894523.937500 Penalty: 4555.618652
	Iteration 4F: 3 clusters Score -894523.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -894970.875000 Penalty: 4555.618652
	Iteration 5F: 3 clusters Score -894970.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -895414.625000 Penalty: 4555.618652
	Iteration 6F: 3 clusters Score -895414.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -895793.812500 Penalty: 4555.618652
	Iteration 7F: 3 clusters Score -895793.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -896075.687500 Penalty: 4555.618652
	Iteration 8F: 3 clusters Score -896075.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -896255.000000 Penalty: 4555.618652
	Iteration 9Q: 3 clusters Score -896255 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -896395.250000 Penalty: 4555.618652
	Iteration 10Q: 3 clusters Score -896395.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -896506.062500 Penalty: 4555.618652
	Iteration 11Q: 3 clusters Score -896506.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -896626.500000 Penalty: 4555.618652
	Iteration 12Q: 3 clusters Score -896626.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -896734.125000 Penalty: 4555.618652
	Iteration 13Q: 3 clusters Score -896734.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -896826.187500 Penalty: 4555.618652
	Iteration 14Q: 3 clusters Score -896826.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -896915.187500 Penalty: 4555.618652
	Iteration 15Q: 3 clusters Score -896915.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -896989.562500 Penalty: 4555.618652
	Iteration 16Q: 3 clusters Score -896989.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -897052.937500 Penalty: 4555.618652
	Iteration 17Q: 3 clusters Score -897052.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -897101.625000 Penalty: 4555.618652
	Iteration 18Q: 3 clusters Score -897101.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -897145.812500 Penalty: 4555.618652
	Iteration 19Q: 3 clusters Score -897145.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -897176.500000 Penalty: 4555.618652
	Iteration 20F: 3 clusters Score -897176.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -897209.625000 Penalty: 4555.618652
	Iteration 21Q: 3 clusters Score -897209.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -897237.125000 Penalty: 4555.618652
	Iteration 22Q: 3 clusters Score -897237.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -897256.625000 Penalty: 4555.618652
	Iteration 23Q: 3 clusters Score -897256.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -897272.187500 Penalty: 4555.618652
	Iteration 24Q: 3 clusters Score -897272.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -897284.437500 Penalty: 4555.618652
	Iteration 25Q: 3 clusters Score -897284.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -897297.812500 Penalty: 4555.618652
	Iteration 26Q: 3 clusters Score -897297.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -897311.562500 Penalty: 4555.618652
	Iteration 27Q: 3 clusters Score -897311.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -897320.687500 Penalty: 4555.618652
	Iteration 28Q: 3 clusters Score -897320.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -897329.500000 Penalty: 4555.618652
	Iteration 29Q: 3 clusters Score -897329.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -897335.625000 Penalty: 4555.618652
	Iteration 30Q: 3 clusters Score -897335.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -897340.625000 Penalty: 4555.618652
	Iteration 31Q: 3 clusters Score -897340.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -897342.875000 Penalty: 4555.618652
	Iteration 32Q: 3 clusters Score -897342.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -897345.312500 Penalty: 4555.618652
	Iteration 33Q: 3 clusters Score -897345.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -897344.312500 Penalty: 4555.618652
	Iteration 34Q: 3 clusters Score -897344.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -897343.687500 Penalty: 4555.618652
	Iteration 35Q: 3 clusters Score -897343.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -897346.375000 Penalty: 4555.618652
	Iteration 36Q: 3 clusters Score -897346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -897346.250000 Penalty: 4555.618652
	Iteration 37Q: 3 clusters Score -897346.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -897348.062500 Penalty: 4555.618652
	Iteration 38Q: 3 clusters Score -897348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -897348.125000 Penalty: 4555.618652
	Iteration 39Q: 3 clusters Score -897348.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -897348.125000 Penalty: 4555.618652
	Iteration 40F: 3 clusters Score -897348.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Entering Unmasked Estep 
Score: -861684.937500 Penalty: 2266.832764
	Iteration 0F: 2 clusters Score -861684.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -854394.562500 Penalty: 4533.665527
	Iteration 0F: 3 clusters Score -854394.6 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -856457.750000 Penalty: 4533.665527
	Iteration 1F: 3 clusters Score -856457.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -856856.250000 Penalty: 4533.665527
	Iteration 2F: 3 clusters Score -856856.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -857214.187500 Penalty: 4533.665527
	Iteration 3F: 3 clusters Score -857214.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -857640.375000 Penalty: 4533.665527
	Iteration 4F: 3 clusters Score -857640.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -858113.875000 Penalty: 4533.665527
	Iteration 5F: 3 clusters Score -858113.9 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -858551.812500 Penalty: 4533.665527
	Iteration 6F: 3 clusters Score -858551.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -858908.125000 Penalty: 4533.665527
	Iteration 7F: 3 clusters Score -858908.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -859168.875000 Penalty: 4533.665527
	Iteration 8Q: 3 clusters Score -859168.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -859323.125000 Penalty: 4533.665527
	Iteration 9Q: 3 clusters Score -859323.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -859432.937500 Penalty: 4533.665527
	Iteration 10Q: 3 clusters Score -859432.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -859514.812500 Penalty: 4533.665527
	Iteration 11Q: 3 clusters Score -859514.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -859582.875000 Penalty: 4533.665527
	Iteration 12Q: 3 clusters Score -859582.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -859643.000000 Penalty: 4533.665527
	Iteration 13Q: 3 clusters Score -859643 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -859703.500000 Penalty: 4533.665527
	Iteration 14Q: 3 clusters Score -859703.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -859750.375000 Penalty: 4533.665527
	Iteration 15Q: 3 clusters Score -859750.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -859797.437500 Penalty: 4533.665527
	Iteration 16Q: 3 clusters Score -859797.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -859855.750000 Penalty: 4533.665527
	Iteration 17Q: 3 clusters Score -859855.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -859897.875000 Penalty: 4533.665527
	Iteration 18Q: 3 clusters Score -859897.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -859946.062500 Penalty: 4533.665527
	Iteration 19Q: 3 clusters Score -859946.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -859991.062500 Penalty: 4533.665527
	Iteration 20F: 3 clusters Score -859991.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -860024.812500 Penalty: 4533.665527
	Iteration 21Q: 3 clusters Score -860024.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -860057.312500 Penalty: 4533.665527
	Iteration 22Q: 3 clusters Score -860057.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -860081.875000 Penalty: 4533.665527
	Iteration 23Q: 3 clusters Score -860081.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -860100.687500 Penalty: 4533.665527
	Iteration 24Q: 3 clusters Score -860100.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -860111.250000 Penalty: 4533.665527
	Iteration 25Q: 3 clusters Score -860111.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -860117.937500 Penalty: 4533.665527
	Iteration 26Q: 3 clusters Score -860117.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -860124.187500 Penalty: 4533.665527
	Iteration 27Q: 3 clusters Score -860124.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -860129.750000 Penalty: 4533.665527
	Iteration 28Q: 3 clusters Score -860129.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -860143.750000 Penalty: 4533.665527
	Iteration 29Q: 3 clusters Score -860143.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -860155.875000 Penalty: 4533.665527
	Iteration 30Q: 3 clusters Score -860155.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -860164.937500 Penalty: 4533.665527
	Iteration 31Q: 3 clusters Score -860164.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -860176.125000 Penalty: 4533.665527
	Iteration 32Q: 3 clusters Score -860176.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -860181.500000 Penalty: 4533.665527
	Iteration 33Q: 3 clusters Score -860181.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -860185.000000 Penalty: 4533.665527
	Iteration 34Q: 3 clusters Score -860185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -860187.250000 Penalty: 4533.665527
	Iteration 35Q: 3 clusters Score -860187.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -860188.500000 Penalty: 4533.665527
	Iteration 36Q: 3 clusters Score -860188.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -860189.187500 Penalty: 4533.665527
	Iteration 37Q: 3 clusters Score -860189.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -860190.125000 Penalty: 4533.665527
	Iteration 38Q: 3 clusters Score -860190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -860190.125000 Penalty: 4533.665527
	Iteration 39F: 3 clusters Score -860190.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Entering Unmasked Estep 
Score: -1224505.500000 Penalty: 2355.056641
	Iteration 0F: 2 clusters Score -1224506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1214741.875000 Penalty: 4710.113281
	Iteration 0F: 3 clusters Score -1214742 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1217827.125000 Penalty: 4710.113281
	Iteration 1F: 3 clusters Score -1217827 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1218257.875000 Penalty: 4710.113281
	Iteration 2F: 3 clusters Score -1218258 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1218668.875000 Penalty: 4710.113281
	Iteration 3F: 3 clusters Score -1218669 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1219116.000000 Penalty: 4710.113281
	Iteration 4F: 3 clusters Score -1219116 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1219595.500000 Penalty: 4710.113281
	Iteration 5F: 3 clusters Score -1219596 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1220092.750000 Penalty: 4710.113281
	Iteration 6F: 3 clusters Score -1220093 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1220523.375000 Penalty: 4710.113281
	Iteration 7Q: 3 clusters Score -1220523 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1220942.500000 Penalty: 4710.113281
	Iteration 8Q: 3 clusters Score -1220942 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1221353.250000 Penalty: 4710.113281
	Iteration 9Q: 3 clusters Score -1221353 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1221735.375000 Penalty: 4710.113281
	Iteration 10Q: 3 clusters Score -1221735 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1222082.625000 Penalty: 4710.113281
	Iteration 11Q: 3 clusters Score -1222083 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1222392.250000 Penalty: 4710.113281
	Iteration 12Q: 3 clusters Score -1222392 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1222593.125000 Penalty: 4710.113281
	Iteration 13Q: 3 clusters Score -1222593 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1222738.250000 Penalty: 4710.113281
	Iteration 14Q: 3 clusters Score -1222738 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1222831.000000 Penalty: 4710.113281
	Iteration 15Q: 3 clusters Score -1222831 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1222914.500000 Penalty: 4710.113281
	Iteration 16Q: 3 clusters Score -1222914 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1222995.875000 Penalty: 4710.113281
	Iteration 17Q: 3 clusters Score -1222996 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1223088.500000 Penalty: 4710.113281
	Iteration 18Q: 3 clusters Score -1223088 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1223146.125000 Penalty: 4710.113281
	Iteration 19Q: 3 clusters Score -1223146 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1223184.750000 Penalty: 4710.113281
	Iteration 20F: 3 clusters Score -1223185 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1223235.750000 Penalty: 4710.113281
	Iteration 21Q: 3 clusters Score -1223236 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1223281.125000 Penalty: 4710.113281
	Iteration 22Q: 3 clusters Score -1223281 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1223325.000000 Penalty: 4710.113281
	Iteration 23Q: 3 clusters Score -1223325 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1223360.750000 Penalty: 4710.113281
	Iteration 24Q: 3 clusters Score -1223361 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1223400.000000 Penalty: 4710.113281
	Iteration 25Q: 3 clusters Score -1223400 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1223437.375000 Penalty: 4710.113281
	Iteration 26Q: 3 clusters Score -1223437 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1223474.750000 Penalty: 4710.113281
	Iteration 27Q: 3 clusters Score -1223475 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1223508.250000 Penalty: 4710.113281
	Iteration 28Q: 3 clusters Score -1223508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1223527.250000 Penalty: 4710.113281
	Iteration 29Q: 3 clusters Score -1223527 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1223551.875000 Penalty: 4710.113281
	Iteration 30Q: 3 clusters Score -1223552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1223568.500000 Penalty: 4710.113281
	Iteration 31Q: 3 clusters Score -1223568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1223585.000000 Penalty: 4710.113281
	Iteration 32Q: 3 clusters Score -1223585 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1223602.625000 Penalty: 4710.113281
	Iteration 33Q: 3 clusters Score -1223603 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1223624.125000 Penalty: 4710.113281
	Iteration 34Q: 3 clusters Score -1223624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1223634.875000 Penalty: 4710.113281
	Iteration 35Q: 3 clusters Score -1223635 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1223650.000000 Penalty: 4710.113281
	Iteration 36Q: 3 clusters Score -1223650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1223665.625000 Penalty: 4710.113281
	Iteration 37Q: 3 clusters Score -1223666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1223675.625000 Penalty: 4710.113281
	Iteration 38Q: 3 clusters Score -1223676 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1223694.250000 Penalty: 4710.113281
	Iteration 39Q: 3 clusters Score -1223694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1223708.625000 Penalty: 4710.113281
	Iteration 40F: 3 clusters Score -1223709 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1223723.750000 Penalty: 4710.113281
	Iteration 41Q: 3 clusters Score -1223724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1223738.750000 Penalty: 4710.113281
	Iteration 42Q: 3 clusters Score -1223739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1223746.875000 Penalty: 4710.113281
	Iteration 43Q: 3 clusters Score -1223747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1223758.250000 Penalty: 4710.113281
	Iteration 44Q: 3 clusters Score -1223758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1223766.375000 Penalty: 4710.113281
	Iteration 45Q: 3 clusters Score -1223766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1223784.750000 Penalty: 4710.113281
	Iteration 46Q: 3 clusters Score -1223785 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1223803.500000 Penalty: 4710.113281
	Iteration 47Q: 3 clusters Score -1223804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1223819.875000 Penalty: 4710.113281
	Iteration 48Q: 3 clusters Score -1223820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1223832.000000 Penalty: 4710.113281
	Iteration 49Q: 3 clusters Score -1223832 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1223843.750000 Penalty: 4710.113281
	Iteration 50Q: 3 clusters Score -1223844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1223852.250000 Penalty: 4710.113281
	Iteration 51Q: 3 clusters Score -1223852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1223858.875000 Penalty: 4710.113281
	Iteration 52Q: 3 clusters Score -1223859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1223867.625000 Penalty: 4710.113281
	Iteration 53Q: 3 clusters Score -1223868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1223879.000000 Penalty: 4710.113281
	Iteration 54Q: 3 clusters Score -1223879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1223889.125000 Penalty: 4710.113281
	Iteration 55Q: 3 clusters Score -1223889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1223903.500000 Penalty: 4710.113281
	Iteration 56Q: 3 clusters Score -1223904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1223905.750000 Penalty: 4710.113281
	Iteration 57Q: 3 clusters Score -1223906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1223918.000000 Penalty: 4710.113281
	Iteration 58Q: 3 clusters Score -1223918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1223927.500000 Penalty: 4710.113281
	Iteration 59Q: 3 clusters Score -1223928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1223934.125000 Penalty: 4710.113281
	Iteration 60F: 3 clusters Score -1223934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1223940.375000 Penalty: 4710.113281
	Iteration 61Q: 3 clusters Score -1223940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1223940.875000 Penalty: 4710.113281
	Iteration 62Q: 3 clusters Score -1223941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1223944.000000 Penalty: 4710.113281
	Iteration 63Q: 3 clusters Score -1223944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1223947.375000 Penalty: 4710.113281
	Iteration 64Q: 3 clusters Score -1223947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1223951.625000 Penalty: 4710.113281
	Iteration 65Q: 3 clusters Score -1223952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1223957.250000 Penalty: 4710.113281
	Iteration 66Q: 3 clusters Score -1223957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1223964.000000 Penalty: 4710.113281
	Iteration 67Q: 3 clusters Score -1223964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1223963.750000 Penalty: 4710.113281
	Iteration 68Q: 3 clusters Score -1223964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1223966.125000 Penalty: 4710.113281
	Iteration 69Q: 3 clusters Score -1223966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1223969.625000 Penalty: 4710.113281
	Iteration 70Q: 3 clusters Score -1223970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1223975.625000 Penalty: 4710.113281
	Iteration 71Q: 3 clusters Score -1223976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1223978.000000 Penalty: 4710.113281
	Iteration 72Q: 3 clusters Score -1223978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1223979.000000 Penalty: 4710.113281
	Iteration 73Q: 3 clusters Score -1223979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1223983.000000 Penalty: 4710.113281
	Iteration 74Q: 3 clusters Score -1223983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1223984.250000 Penalty: 4710.113281
	Iteration 75Q: 3 clusters Score -1223984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1223982.500000 Penalty: 4710.113281
	Iteration 76Q: 3 clusters Score -1223982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1223982.875000 Penalty: 4710.113281
	Iteration 77Q: 3 clusters Score -1223983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1223985.125000 Penalty: 4710.113281
	Iteration 78Q: 3 clusters Score -1223985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1223989.375000 Penalty: 4710.113281
	Iteration 79Q: 3 clusters Score -1223989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1223989.250000 Penalty: 4710.113281
	Iteration 80F: 3 clusters Score -1223989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1223988.875000 Penalty: 4710.113281
	Iteration 81Q: 3 clusters Score -1223989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1223992.000000 Penalty: 4710.113281
	Iteration 82Q: 3 clusters Score -1223992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1223992.250000 Penalty: 4710.113281
	Iteration 83Q: 3 clusters Score -1223992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1223997.625000 Penalty: 4710.113281
	Iteration 84Q: 3 clusters Score -1223998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1224000.125000 Penalty: 4710.113281
	Iteration 85Q: 3 clusters Score -1224000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1223999.000000 Penalty: 4710.113281
	Iteration 86Q: 3 clusters Score -1223999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1223997.000000 Penalty: 4710.113281
	Iteration 87Q: 3 clusters Score -1223997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1224000.875000 Penalty: 4710.113281
	Iteration 88Q: 3 clusters Score -1224001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1224000.750000 Penalty: 4710.113281
	Iteration 89Q: 3 clusters Score -1224001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1224007.625000 Penalty: 4710.113281
	Iteration 90Q: 3 clusters Score -1224008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1224005.375000 Penalty: 4710.113281
	Iteration 91Q: 3 clusters Score -1224005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1224009.250000 Penalty: 4710.113281
	Iteration 92Q: 3 clusters Score -1224009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1224012.500000 Penalty: 4710.113281
	Iteration 93Q: 3 clusters Score -1224012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1224014.250000 Penalty: 4710.113281
	Iteration 94Q: 3 clusters Score -1224014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1224018.625000 Penalty: 4710.113281
	Iteration 95Q: 3 clusters Score -1224019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1224020.875000 Penalty: 4710.113281
	Iteration 96Q: 3 clusters Score -1224021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1224023.125000 Penalty: 4710.113281
	Iteration 97Q: 3 clusters Score -1224023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1224027.750000 Penalty: 4710.113281
	Iteration 98Q: 3 clusters Score -1224028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1224027.000000 Penalty: 4710.113281
	Iteration 99Q: 3 clusters Score -1224027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1224029.375000 Penalty: 4710.113281
	Iteration 100F: 3 clusters Score -1224029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1224027.000000 Penalty: 4710.113281
	Iteration 101Q: 3 clusters Score -1224027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1224027.750000 Penalty: 4710.113281
	Iteration 102Q: 3 clusters Score -1224028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1224027.875000 Penalty: 4710.113281
	Iteration 103Q: 3 clusters Score -1224028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1224028.625000 Penalty: 4710.113281
	Iteration 104Q: 3 clusters Score -1224029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1224029.500000 Penalty: 4710.113281
	Iteration 105Q: 3 clusters Score -1224030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1224026.250000 Penalty: 4710.113281
	Iteration 106Q: 3 clusters Score -1224026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1224029.000000 Penalty: 4710.113281
	Iteration 107Q: 3 clusters Score -1224029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1224031.250000 Penalty: 4710.113281
	Iteration 108Q: 3 clusters Score -1224031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1224029.375000 Penalty: 4710.113281
	Iteration 109Q: 3 clusters Score -1224029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1224029.500000 Penalty: 4710.113281
	Iteration 110Q: 3 clusters Score -1224030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1224031.250000 Penalty: 4710.113281
	Iteration 111Q: 3 clusters Score -1224031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1224031.375000 Penalty: 4710.113281
	Iteration 112Q: 3 clusters Score -1224031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1224031.000000 Penalty: 4710.113281
	Iteration 113Q: 3 clusters Score -1224031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1224028.250000 Penalty: 4710.113281
	Iteration 114Q: 3 clusters Score -1224028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1224027.875000 Penalty: 4710.113281
	Iteration 115Q: 3 clusters Score -1224028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1224027.625000 Penalty: 4710.113281
	Iteration 116Q: 3 clusters Score -1224028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1224030.125000 Penalty: 4710.113281
	Iteration 117Q: 3 clusters Score -1224030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1224031.875000 Penalty: 4710.113281
	Iteration 118Q: 3 clusters Score -1224032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1224031.875000 Penalty: 4710.113281
	Iteration 119F: 3 clusters Score -1224032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Entering Unmasked Estep 
Score: -853573.875000 Penalty: 2250.991943
	Iteration 0F: 2 clusters Score -853573.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -846652.812500 Penalty: 4501.983887
	Iteration 0F: 3 clusters Score -846652.8 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -848544.312500 Penalty: 4501.983887
	Iteration 1F: 3 clusters Score -848544.3 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -848833.250000 Penalty: 4501.983887
	Iteration 2F: 3 clusters Score -848833.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -849030.625000 Penalty: 4501.983887
	Iteration 3F: 3 clusters Score -849030.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -849158.000000 Penalty: 4501.983887
	Iteration 4Q: 3 clusters Score -849158 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -849268.125000 Penalty: 4501.983887
	Iteration 5Q: 3 clusters Score -849268.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -849380.187500 Penalty: 4501.983887
	Iteration 6Q: 3 clusters Score -849380.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -849510.000000 Penalty: 4501.983887
	Iteration 7Q: 3 clusters Score -849510 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -849650.125000 Penalty: 4501.983887
	Iteration 8Q: 3 clusters Score -849650.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -849802.875000 Penalty: 4501.983887
	Iteration 9Q: 3 clusters Score -849802.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -849987.437500 Penalty: 4501.983887
	Iteration 10Q: 3 clusters Score -849987.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -850186.250000 Penalty: 4501.983887
	Iteration 11Q: 3 clusters Score -850186.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -850396.250000 Penalty: 4501.983887
	Iteration 12Q: 3 clusters Score -850396.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -850606.625000 Penalty: 4501.983887
	Iteration 13Q: 3 clusters Score -850606.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -850784.687500 Penalty: 4501.983887
	Iteration 14Q: 3 clusters Score -850784.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -850943.937500 Penalty: 4501.983887
	Iteration 15Q: 3 clusters Score -850943.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -851092.687500 Penalty: 4501.983887
	Iteration 16Q: 3 clusters Score -851092.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -851205.437500 Penalty: 4501.983887
	Iteration 17Q: 3 clusters Score -851205.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -851293.125000 Penalty: 4501.983887
	Iteration 18Q: 3 clusters Score -851293.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -851366.250000 Penalty: 4501.983887
	Iteration 19Q: 3 clusters Score -851366.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -851411.687500 Penalty: 4501.983887
	Iteration 20F: 3 clusters Score -851411.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -851460.000000 Penalty: 4501.983887
	Iteration 21Q: 3 clusters Score -851460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -851510.687500 Penalty: 4501.983887
	Iteration 22Q: 3 clusters Score -851510.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -851548.312500 Penalty: 4501.983887
	Iteration 23Q: 3 clusters Score -851548.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -851571.500000 Penalty: 4501.983887
	Iteration 24Q: 3 clusters Score -851571.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -851590.625000 Penalty: 4501.983887
	Iteration 25Q: 3 clusters Score -851590.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -851611.875000 Penalty: 4501.983887
	Iteration 26Q: 3 clusters Score -851611.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -851627.875000 Penalty: 4501.983887
	Iteration 27Q: 3 clusters Score -851627.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -851637.937500 Penalty: 4501.983887
	Iteration 28Q: 3 clusters Score -851637.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -851640.187500 Penalty: 4501.983887
	Iteration 29Q: 3 clusters Score -851640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -851640.687500 Penalty: 4501.983887
	Iteration 30Q: 3 clusters Score -851640.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -851640.687500 Penalty: 4501.983887
	Iteration 31F: 3 clusters Score -851640.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Entering Unmasked Estep 
Score: -2114806.250000 Penalty: 2488.200684
	Iteration 0F: 2 clusters Score -2114806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2098931.500000 Penalty: 4976.401367
	Iteration 0F: 3 clusters Score -2098932 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2104370.750000 Penalty: 4976.401367
	Iteration 1F: 3 clusters Score -2104371 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2104886.500000 Penalty: 4976.401367
	Iteration 2F: 3 clusters Score -2104886 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2105358.500000 Penalty: 4976.401367
	Iteration 3Q: 3 clusters Score -2105358 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2105874.250000 Penalty: 4976.401367
	Iteration 4Q: 3 clusters Score -2105874 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2106527.500000 Penalty: 4976.401367
	Iteration 5F: 3 clusters Score -2106528 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2107344.000000 Penalty: 4976.401367
	Iteration 6F: 3 clusters Score -2107344 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2108381.250000 Penalty: 4976.401367
	Iteration 7F: 3 clusters Score -2108381 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2109550.000000 Penalty: 4976.401367
	Iteration 8F: 3 clusters Score -2109550 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2110666.250000 Penalty: 4976.401367
	Iteration 9F: 3 clusters Score -2110666 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2111455.250000 Penalty: 4976.401367
	Iteration 10Q: 3 clusters Score -2111455 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2111993.000000 Penalty: 4976.401367
	Iteration 11Q: 3 clusters Score -2111993 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2112331.250000 Penalty: 4976.401367
	Iteration 12Q: 3 clusters Score -2112331 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2112497.500000 Penalty: 4976.401367
	Iteration 13Q: 3 clusters Score -2112498 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2112593.750000 Penalty: 4976.401367
	Iteration 14Q: 3 clusters Score -2112594 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2112658.000000 Penalty: 4976.401367
	Iteration 15Q: 3 clusters Score -2112658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2112695.750000 Penalty: 4976.401367
	Iteration 16Q: 3 clusters Score -2112696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2112717.500000 Penalty: 4976.401367
	Iteration 17Q: 3 clusters Score -2112718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2112728.250000 Penalty: 4976.401367
	Iteration 18Q: 3 clusters Score -2112728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2112740.000000 Penalty: 4976.401367
	Iteration 19Q: 3 clusters Score -2112740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2112743.750000 Penalty: 4976.401367
	Iteration 20F: 3 clusters Score -2112744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2112758.750000 Penalty: 4976.401367
	Iteration 21Q: 3 clusters Score -2112759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2112776.500000 Penalty: 4976.401367
	Iteration 22Q: 3 clusters Score -2112776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2112793.750000 Penalty: 4976.401367
	Iteration 23Q: 3 clusters Score -2112794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2112805.000000 Penalty: 4976.401367
	Iteration 24Q: 3 clusters Score -2112805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2112809.750000 Penalty: 4976.401367
	Iteration 25Q: 3 clusters Score -2112810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2112817.500000 Penalty: 4976.401367
	Iteration 26Q: 3 clusters Score -2112818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2112818.500000 Penalty: 4976.401367
	Iteration 27Q: 3 clusters Score -2112818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2112824.750000 Penalty: 4976.401367
	Iteration 28Q: 3 clusters Score -2112825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2112828.750000 Penalty: 4976.401367
	Iteration 29Q: 3 clusters Score -2112829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2112829.000000 Penalty: 4976.401367
	Iteration 30Q: 3 clusters Score -2112829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2112829.000000 Penalty: 4976.401367
	Iteration 31F: 3 clusters Score -2112829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (131189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131189 members 
Entering Unmasked Estep 
Score: -12724119.000000 Penalty: 2922.529785
	Iteration 0F: 2 clusters Score -1.272412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -12636644.000000 Penalty: 5845.059570
	Iteration 0F: 3 clusters Score -1.263664e+07 nChanged 62378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -12672624.000000 Penalty: 5845.059570
	Iteration 1F: 3 clusters Score -1.267262e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 68112 members 
Entering Unmasked Estep 
Score: -12673456.000000 Penalty: 5845.059570
	Iteration 2Q: 3 clusters Score -1.267346e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 69568 members 
Entering Unmasked Estep 
Score: -12674343.000000 Penalty: 5845.059570
	Iteration 3Q: 3 clusters Score -1.267434e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 71817 members 
Entering Unmasked Estep 
Score: -12675269.000000 Penalty: 5845.059570
	Iteration 4Q: 3 clusters Score -1.267527e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 74947 members 
Entering Unmasked Estep 
Score: -12676720.000000 Penalty: 5845.059570
	Iteration 5Q: 3 clusters Score -1.267672e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -12679037.000000 Penalty: 5845.059570
	Iteration 6Q: 3 clusters Score -1.267904e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 85759 members 
Entering Unmasked Estep 
Score: -12682642.000000 Penalty: 5845.059570
	Iteration 7F: 3 clusters Score -1.268264e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 93933 members 
Entering Unmasked Estep 
Score: -12688445.000000 Penalty: 5845.059570
	Iteration 8F: 3 clusters Score -1.268844e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 103776 members 
Entering Unmasked Estep 
Score: -12696625.000000 Penalty: 5845.059570
	Iteration 9F: 3 clusters Score -1.269662e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 113499 members 
Entering Unmasked Estep 
Score: -12705419.000000 Penalty: 5845.059570
	Iteration 10F: 3 clusters Score -1.270542e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 121250 members 
Entering Unmasked Estep 
Score: -12712674.000000 Penalty: 5845.059570
	Iteration 11F: 3 clusters Score -1.271267e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 126231 members 
Entering Unmasked Estep 
Score: -12717354.000000 Penalty: 5845.059570
	Iteration 12Q: 3 clusters Score -1.271735e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 128849 members 
Entering Unmasked Estep 
Score: -12719732.000000 Penalty: 5845.059570
	Iteration 13Q: 3 clusters Score -1.271973e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 130056 members 
Entering Unmasked Estep 
Score: -12720732.000000 Penalty: 5845.059570
	Iteration 14Q: 3 clusters Score -1.272073e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 130520 members 
Entering Unmasked Estep 
Score: -12721136.000000 Penalty: 5845.059570
	Iteration 15Q: 3 clusters Score -1.272114e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 130692 members 
Entering Unmasked Estep 
Score: -12721312.000000 Penalty: 5845.059570
	Iteration 16Q: 3 clusters Score -1.272131e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 130765 members 
Entering Unmasked Estep 
Score: -12721397.000000 Penalty: 5845.059570
	Iteration 17Q: 3 clusters Score -1.27214e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 130805 members 
Entering Unmasked Estep 
Score: -12721457.000000 Penalty: 5845.059570
	Iteration 18Q: 3 clusters Score -1.272146e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 130831 members 
Entering Unmasked Estep 
Score: -12721477.000000 Penalty: 5845.059570
	Iteration 19Q: 3 clusters Score -1.272148e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 130846 members 
Entering Unmasked Estep 
Score: -12721510.000000 Penalty: 5845.059570
	Iteration 20F: 3 clusters Score -1.272151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 130857 members 
Entering Unmasked Estep 
Score: -12721526.000000 Penalty: 5845.059570
	Iteration 21Q: 3 clusters Score -1.272153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 130867 members 
Entering Unmasked Estep 
Score: -12721546.000000 Penalty: 5845.059570
	Iteration 22Q: 3 clusters Score -1.272155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 130871 members 
Entering Unmasked Estep 
Score: -12721554.000000 Penalty: 5845.059570
	Iteration 23Q: 3 clusters Score -1.272155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 130874 members 
Entering Unmasked Estep 
Score: -12721566.000000 Penalty: 5845.059570
	Iteration 24Q: 3 clusters Score -1.272157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 130877 members 
Entering Unmasked Estep 
Score: -12721568.000000 Penalty: 5845.059570
	Iteration 25Q: 3 clusters Score -1.272157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 130875 members 
Entering Unmasked Estep 
Score: -12721565.000000 Penalty: 5845.059570
	Iteration 26Q: 3 clusters Score -1.272156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 130876 members 
Entering Unmasked Estep 
Score: -12721558.000000 Penalty: 5845.059570
	Iteration 27Q: 3 clusters Score -1.272156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 130876 members 
Entering Unmasked Estep 
Score: -12721558.000000 Penalty: 5845.059570
	Iteration 28F: 3 clusters Score -1.272156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (64832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64832 members 
Entering Unmasked Estep 
Score: -6282665.500000 Penalty: 2747.729492
	Iteration 0F: 2 clusters Score -6282666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -6239398.500000 Penalty: 5495.458984
	Iteration 0F: 3 clusters Score -6239398 nChanged 30086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -6256337.500000 Penalty: 5495.458984
	Iteration 1F: 3 clusters Score -6256338 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -6256973.000000 Penalty: 5495.458984
	Iteration 2Q: 3 clusters Score -6256973 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -6257662.000000 Penalty: 5495.458984
	Iteration 3Q: 3 clusters Score -6257662 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -6258593.000000 Penalty: 5495.458984
	Iteration 4Q: 3 clusters Score -6258593 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -6259754.000000 Penalty: 5495.458984
	Iteration 5Q: 3 clusters Score -6259754 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -6261252.500000 Penalty: 5495.458984
	Iteration 6Q: 3 clusters Score -6261252 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -6262996.000000 Penalty: 5495.458984
	Iteration 7F: 3 clusters Score -6262996 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -6264711.500000 Penalty: 5495.458984
	Iteration 8F: 3 clusters Score -6264712 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -6266329.500000 Penalty: 5495.458984
	Iteration 9F: 3 clusters Score -6266330 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -6267886.500000 Penalty: 5495.458984
	Iteration 10F: 3 clusters Score -6267886 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -6269134.500000 Penalty: 5495.458984
	Iteration 11Q: 3 clusters Score -6269134 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -6270142.500000 Penalty: 5495.458984
	Iteration 12Q: 3 clusters Score -6270142 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -6271154.000000 Penalty: 5495.458984
	Iteration 13Q: 3 clusters Score -6271154 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -6272170.500000 Penalty: 5495.458984
	Iteration 14Q: 3 clusters Score -6272170 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -6273195.500000 Penalty: 5495.458984
	Iteration 15Q: 3 clusters Score -6273196 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -6274363.500000 Penalty: 5495.458984
	Iteration 16Q: 3 clusters Score -6274364 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -6275398.500000 Penalty: 5495.458984
	Iteration 17Q: 3 clusters Score -6275398 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -6276474.000000 Penalty: 5495.458984
	Iteration 18Q: 3 clusters Score -6276474 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -6277420.000000 Penalty: 5495.458984
	Iteration 19Q: 3 clusters Score -6277420 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -6278321.000000 Penalty: 5495.458984
	Iteration 20F: 3 clusters Score -6278321 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -6279198.500000 Penalty: 5495.458984
	Iteration 21Q: 3 clusters Score -6279198 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -6279838.500000 Penalty: 5495.458984
	Iteration 22Q: 3 clusters Score -6279838 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -6280344.000000 Penalty: 5495.458984
	Iteration 23Q: 3 clusters Score -6280344 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -6280728.500000 Penalty: 5495.458984
	Iteration 24Q: 3 clusters Score -6280728 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62027 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -6281092.000000 Penalty: 5495.458984
	Iteration 25Q: 3 clusters Score -6281092 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62227 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -6281400.000000 Penalty: 5495.458984
	Iteration 26Q: 3 clusters Score -6281400 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6281588.500000 Penalty: 5495.458984
	Iteration 27Q: 3 clusters Score -6281588 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62368 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6281686.000000 Penalty: 5495.458984
	Iteration 28Q: 3 clusters Score -6281686 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -6281762.500000 Penalty: 5495.458984
	Iteration 29Q: 3 clusters Score -6281762 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -6281801.000000 Penalty: 5495.458984
	Iteration 30Q: 3 clusters Score -6281801 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -6281825.500000 Penalty: 5495.458984
	Iteration 31Q: 3 clusters Score -6281826 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -6281832.500000 Penalty: 5495.458984
	Iteration 32Q: 3 clusters Score -6281832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62403 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -6281850.500000 Penalty: 5495.458984
	Iteration 33Q: 3 clusters Score -6281850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62392 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -6281874.000000 Penalty: 5495.458984
	Iteration 34Q: 3 clusters Score -6281874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62375 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -6281887.500000 Penalty: 5495.458984
	Iteration 35Q: 3 clusters Score -6281888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -6281894.500000 Penalty: 5495.458984
	Iteration 36Q: 3 clusters Score -6281894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -6281899.000000 Penalty: 5495.458984
	Iteration 37Q: 3 clusters Score -6281899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62339 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -6281905.500000 Penalty: 5495.458984
	Iteration 38Q: 3 clusters Score -6281906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6281909.000000 Penalty: 5495.458984
	Iteration 39Q: 3 clusters Score -6281909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62326 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -6281907.500000 Penalty: 5495.458984
	Iteration 40F: 3 clusters Score -6281908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62322 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -6281911.000000 Penalty: 5495.458984
	Iteration 41Q: 3 clusters Score -6281911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -6281905.500000 Penalty: 5495.458984
	Iteration 42Q: 3 clusters Score -6281906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -6281913.500000 Penalty: 5495.458984
	Iteration 43Q: 3 clusters Score -6281914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -6281910.000000 Penalty: 5495.458984
	Iteration 44Q: 3 clusters Score -6281910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62308 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -6281904.500000 Penalty: 5495.458984
	Iteration 45Q: 3 clusters Score -6281904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6281909.500000 Penalty: 5495.458984
	Iteration 46Q: 3 clusters Score -6281910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6281908.000000 Penalty: 5495.458984
	Iteration 47Q: 3 clusters Score -6281908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62305 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6281909.500000 Penalty: 5495.458984
	Iteration 48Q: 3 clusters Score -6281910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6281909.000000 Penalty: 5495.458984
	Iteration 49Q: 3 clusters Score -6281909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6281907.000000 Penalty: 5495.458984
	Iteration 50Q: 3 clusters Score -6281907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -6281909.500000 Penalty: 5495.458984
	Iteration 51Q: 3 clusters Score -6281910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -6281909.500000 Penalty: 5495.458984
	Iteration 52F: 3 clusters Score -6281910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Entering Unmasked Estep 
Score: -1023979.000000 Penalty: 2307.710938
	Iteration 0F: 2 clusters Score -1023979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1015688.937500 Penalty: 4615.421875
	Iteration 0F: 3 clusters Score -1015689 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1018088.187500 Penalty: 4615.421875
	Iteration 1F: 3 clusters Score -1018088 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1018375.000000 Penalty: 4615.421875
	Iteration 2F: 3 clusters Score -1018375 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1018609.250000 Penalty: 4615.421875
	Iteration 3Q: 3 clusters Score -1018609 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1018845.187500 Penalty: 4615.421875
	Iteration 4Q: 3 clusters Score -1018845 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1019079.875000 Penalty: 4615.421875
	Iteration 5Q: 3 clusters Score -1019080 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1019302.687500 Penalty: 4615.421875
	Iteration 6Q: 3 clusters Score -1019303 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1019508.562500 Penalty: 4615.421875
	Iteration 7Q: 3 clusters Score -1019509 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1019677.562500 Penalty: 4615.421875
	Iteration 8Q: 3 clusters Score -1019678 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1019820.125000 Penalty: 4615.421875
	Iteration 9Q: 3 clusters Score -1019820 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1019956.750000 Penalty: 4615.421875
	Iteration 10Q: 3 clusters Score -1019957 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1020091.437500 Penalty: 4615.421875
	Iteration 11Q: 3 clusters Score -1020091 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1020252.125000 Penalty: 4615.421875
	Iteration 12Q: 3 clusters Score -1020252 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1020418.812500 Penalty: 4615.421875
	Iteration 13Q: 3 clusters Score -1020419 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1020606.562500 Penalty: 4615.421875
	Iteration 14Q: 3 clusters Score -1020607 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1020853.687500 Penalty: 4615.421875
	Iteration 15Q: 3 clusters Score -1020854 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1021071.625000 Penalty: 4615.421875
	Iteration 16Q: 3 clusters Score -1021072 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1021258.250000 Penalty: 4615.421875
	Iteration 17Q: 3 clusters Score -1021258 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1021432.875000 Penalty: 4615.421875
	Iteration 18Q: 3 clusters Score -1021433 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1021575.062500 Penalty: 4615.421875
	Iteration 19Q: 3 clusters Score -1021575 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1021696.750000 Penalty: 4615.421875
	Iteration 20F: 3 clusters Score -1021697 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1021795.750000 Penalty: 4615.421875
	Iteration 21Q: 3 clusters Score -1021796 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1021900.375000 Penalty: 4615.421875
	Iteration 22Q: 3 clusters Score -1021900 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1021975.125000 Penalty: 4615.421875
	Iteration 23Q: 3 clusters Score -1021975 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1022029.875000 Penalty: 4615.421875
	Iteration 24Q: 3 clusters Score -1022030 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1022073.812500 Penalty: 4615.421875
	Iteration 25Q: 3 clusters Score -1022074 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1022113.375000 Penalty: 4615.421875
	Iteration 26Q: 3 clusters Score -1022113 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1022138.062500 Penalty: 4615.421875
	Iteration 27Q: 3 clusters Score -1022138 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1022158.375000 Penalty: 4615.421875
	Iteration 28Q: 3 clusters Score -1022158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1022176.062500 Penalty: 4615.421875
	Iteration 29Q: 3 clusters Score -1022176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1022189.250000 Penalty: 4615.421875
	Iteration 30Q: 3 clusters Score -1022189 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1022205.437500 Penalty: 4615.421875
	Iteration 31Q: 3 clusters Score -1022205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1022217.125000 Penalty: 4615.421875
	Iteration 32Q: 3 clusters Score -1022217 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1022235.812500 Penalty: 4615.421875
	Iteration 33Q: 3 clusters Score -1022236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1022253.187500 Penalty: 4615.421875
	Iteration 34Q: 3 clusters Score -1022253 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1022268.687500 Penalty: 4615.421875
	Iteration 35Q: 3 clusters Score -1022269 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1022281.312500 Penalty: 4615.421875
	Iteration 36Q: 3 clusters Score -1022281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1022293.625000 Penalty: 4615.421875
	Iteration 37Q: 3 clusters Score -1022294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1022312.250000 Penalty: 4615.421875
	Iteration 38Q: 3 clusters Score -1022312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1022323.750000 Penalty: 4615.421875
	Iteration 39Q: 3 clusters Score -1022324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1022335.187500 Penalty: 4615.421875
	Iteration 40F: 3 clusters Score -1022335 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1022351.250000 Penalty: 4615.421875
	Iteration 41Q: 3 clusters Score -1022351 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1022369.500000 Penalty: 4615.421875
	Iteration 42Q: 3 clusters Score -1022370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1022385.125000 Penalty: 4615.421875
	Iteration 43Q: 3 clusters Score -1022385 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1022402.625000 Penalty: 4615.421875
	Iteration 44Q: 3 clusters Score -1022403 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1022414.687500 Penalty: 4615.421875
	Iteration 45Q: 3 clusters Score -1022415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1022432.687500 Penalty: 4615.421875
	Iteration 46Q: 3 clusters Score -1022433 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1022454.187500 Penalty: 4615.421875
	Iteration 47Q: 3 clusters Score -1022454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1022480.687500 Penalty: 4615.421875
	Iteration 48Q: 3 clusters Score -1022481 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1022496.062500 Penalty: 4615.421875
	Iteration 49Q: 3 clusters Score -1022496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1022513.687500 Penalty: 4615.421875
	Iteration 50Q: 3 clusters Score -1022514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1022528.187500 Penalty: 4615.421875
	Iteration 51Q: 3 clusters Score -1022528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1022548.500000 Penalty: 4615.421875
	Iteration 52Q: 3 clusters Score -1022548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1022577.625000 Penalty: 4615.421875
	Iteration 53Q: 3 clusters Score -1022578 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1022613.312500 Penalty: 4615.421875
	Iteration 54Q: 3 clusters Score -1022613 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1022656.812500 Penalty: 4615.421875
	Iteration 55Q: 3 clusters Score -1022657 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1022692.125000 Penalty: 4615.421875
	Iteration 56Q: 3 clusters Score -1022692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1022723.750000 Penalty: 4615.421875
	Iteration 57Q: 3 clusters Score -1022724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1022746.500000 Penalty: 4615.421875
	Iteration 58Q: 3 clusters Score -1022746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1022758.250000 Penalty: 4615.421875
	Iteration 59Q: 3 clusters Score -1022758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1022765.437500 Penalty: 4615.421875
	Iteration 60F: 3 clusters Score -1022765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1022770.375000 Penalty: 4615.421875
	Iteration 61Q: 3 clusters Score -1022770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1022773.500000 Penalty: 4615.421875
	Iteration 62Q: 3 clusters Score -1022774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1022776.500000 Penalty: 4615.421875
	Iteration 63Q: 3 clusters Score -1022776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1022779.125000 Penalty: 4615.421875
	Iteration 64Q: 3 clusters Score -1022779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1022780.687500 Penalty: 4615.421875
	Iteration 65Q: 3 clusters Score -1022781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1022780.937500 Penalty: 4615.421875
	Iteration 66Q: 3 clusters Score -1022781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1022783.687500 Penalty: 4615.421875
	Iteration 67Q: 3 clusters Score -1022784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1022782.125000 Penalty: 4615.421875
	Iteration 68Q: 3 clusters Score -1022782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1022782.312500 Penalty: 4615.421875
	Iteration 69Q: 3 clusters Score -1022782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1022782.312500 Penalty: 4615.421875
	Iteration 70F: 3 clusters Score -1022782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1907431.125000 Penalty: 2468.105957
	Iteration 0F: 2 clusters Score -1907431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1892766.750000 Penalty: 4936.211914
	Iteration 0F: 3 clusters Score -1892767 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1898484.875000 Penalty: 4936.211914
	Iteration 1F: 3 clusters Score -1898485 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1899698.250000 Penalty: 4936.211914
	Iteration 2F: 3 clusters Score -1899698 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1900921.250000 Penalty: 4936.211914
	Iteration 3F: 3 clusters Score -1900921 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1901985.000000 Penalty: 4936.211914
	Iteration 4F: 3 clusters Score -1901985 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1902833.625000 Penalty: 4936.211914
	Iteration 5F: 3 clusters Score -1902834 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1903456.125000 Penalty: 4936.211914
	Iteration 6F: 3 clusters Score -1903456 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1903921.000000 Penalty: 4936.211914
	Iteration 7Q: 3 clusters Score -1903921 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1904316.375000 Penalty: 4936.211914
	Iteration 8Q: 3 clusters Score -1904316 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1904704.000000 Penalty: 4936.211914
	Iteration 9Q: 3 clusters Score -1904704 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1905002.500000 Penalty: 4936.211914
	Iteration 10Q: 3 clusters Score -1905002 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1905211.125000 Penalty: 4936.211914
	Iteration 11Q: 3 clusters Score -1905211 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1905306.500000 Penalty: 4936.211914
	Iteration 12Q: 3 clusters Score -1905306 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1905349.375000 Penalty: 4936.211914
	Iteration 13Q: 3 clusters Score -1905349 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1905380.625000 Penalty: 4936.211914
	Iteration 14Q: 3 clusters Score -1905381 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1905397.500000 Penalty: 4936.211914
	Iteration 15Q: 3 clusters Score -1905398 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1905411.500000 Penalty: 4936.211914
	Iteration 16Q: 3 clusters Score -1905412 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1905430.250000 Penalty: 4936.211914
	Iteration 17Q: 3 clusters Score -1905430 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1905447.500000 Penalty: 4936.211914
	Iteration 18Q: 3 clusters Score -1905448 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1905469.625000 Penalty: 4936.211914
	Iteration 19Q: 3 clusters Score -1905470 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1905482.750000 Penalty: 4936.211914
	Iteration 20F: 3 clusters Score -1905483 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1905498.000000 Penalty: 4936.211914
	Iteration 21Q: 3 clusters Score -1905498 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1905514.875000 Penalty: 4936.211914
	Iteration 22Q: 3 clusters Score -1905515 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1905540.125000 Penalty: 4936.211914
	Iteration 23Q: 3 clusters Score -1905540 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1905561.000000 Penalty: 4936.211914
	Iteration 24Q: 3 clusters Score -1905561 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1905574.000000 Penalty: 4936.211914
	Iteration 25Q: 3 clusters Score -1905574 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1905587.625000 Penalty: 4936.211914
	Iteration 26Q: 3 clusters Score -1905588 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1905604.500000 Penalty: 4936.211914
	Iteration 27Q: 3 clusters Score -1905604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1905610.125000 Penalty: 4936.211914
	Iteration 28Q: 3 clusters Score -1905610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1905620.875000 Penalty: 4936.211914
	Iteration 29Q: 3 clusters Score -1905621 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1905617.625000 Penalty: 4936.211914
	Iteration 30Q: 3 clusters Score -1905618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1905627.250000 Penalty: 4936.211914
	Iteration 31Q: 3 clusters Score -1905627 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1905636.000000 Penalty: 4936.211914
	Iteration 32Q: 3 clusters Score -1905636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1905648.125000 Penalty: 4936.211914
	Iteration 33Q: 3 clusters Score -1905648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1905657.375000 Penalty: 4936.211914
	Iteration 34Q: 3 clusters Score -1905657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1905657.125000 Penalty: 4936.211914
	Iteration 35Q: 3 clusters Score -1905657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1905659.250000 Penalty: 4936.211914
	Iteration 36Q: 3 clusters Score -1905659 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1905669.125000 Penalty: 4936.211914
	Iteration 37Q: 3 clusters Score -1905669 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1905677.125000 Penalty: 4936.211914
	Iteration 38Q: 3 clusters Score -1905677 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1905679.250000 Penalty: 4936.211914
	Iteration 39Q: 3 clusters Score -1905679 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1905685.375000 Penalty: 4936.211914
	Iteration 40F: 3 clusters Score -1905685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1905684.875000 Penalty: 4936.211914
	Iteration 41Q: 3 clusters Score -1905685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1905689.250000 Penalty: 4936.211914
	Iteration 42Q: 3 clusters Score -1905689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1905694.500000 Penalty: 4936.211914
	Iteration 43Q: 3 clusters Score -1905694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1905696.125000 Penalty: 4936.211914
	Iteration 44Q: 3 clusters Score -1905696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1905702.250000 Penalty: 4936.211914
	Iteration 45Q: 3 clusters Score -1905702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1905699.750000 Penalty: 4936.211914
	Iteration 46Q: 3 clusters Score -1905700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1905696.250000 Penalty: 4936.211914
	Iteration 47Q: 3 clusters Score -1905696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1905700.750000 Penalty: 4936.211914
	Iteration 48Q: 3 clusters Score -1905701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1905697.375000 Penalty: 4936.211914
	Iteration 49Q: 3 clusters Score -1905697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1905697.500000 Penalty: 4936.211914
	Iteration 50Q: 3 clusters Score -1905698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1905702.000000 Penalty: 4936.211914
	Iteration 51Q: 3 clusters Score -1905702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1905704.125000 Penalty: 4936.211914
	Iteration 52Q: 3 clusters Score -1905704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1905702.500000 Penalty: 4936.211914
	Iteration 53Q: 3 clusters Score -1905702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1905699.250000 Penalty: 4936.211914
	Iteration 54Q: 3 clusters Score -1905699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1905707.875000 Penalty: 4936.211914
	Iteration 55Q: 3 clusters Score -1905708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1905711.875000 Penalty: 4936.211914
	Iteration 56Q: 3 clusters Score -1905712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1905709.875000 Penalty: 4936.211914
	Iteration 57Q: 3 clusters Score -1905710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1905711.625000 Penalty: 4936.211914
	Iteration 58Q: 3 clusters Score -1905712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1905714.250000 Penalty: 4936.211914
	Iteration 59Q: 3 clusters Score -1905714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1905713.500000 Penalty: 4936.211914
	Iteration 60F: 3 clusters Score -1905714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1905716.625000 Penalty: 4936.211914
	Iteration 61Q: 3 clusters Score -1905717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1905721.500000 Penalty: 4936.211914
	Iteration 62Q: 3 clusters Score -1905722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1905721.625000 Penalty: 4936.211914
	Iteration 63Q: 3 clusters Score -1905722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1905719.000000 Penalty: 4936.211914
	Iteration 64Q: 3 clusters Score -1905719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1905728.625000 Penalty: 4936.211914
	Iteration 65Q: 3 clusters Score -1905729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1905728.375000 Penalty: 4936.211914
	Iteration 66Q: 3 clusters Score -1905728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1905729.375000 Penalty: 4936.211914
	Iteration 67Q: 3 clusters Score -1905729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1905729.750000 Penalty: 4936.211914
	Iteration 68Q: 3 clusters Score -1905730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1905741.375000 Penalty: 4936.211914
	Iteration 69Q: 3 clusters Score -1905741 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1905746.750000 Penalty: 4936.211914
	Iteration 70Q: 3 clusters Score -1905747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1905751.125000 Penalty: 4936.211914
	Iteration 71Q: 3 clusters Score -1905751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1905759.875000 Penalty: 4936.211914
	Iteration 72Q: 3 clusters Score -1905760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1905762.250000 Penalty: 4936.211914
	Iteration 73Q: 3 clusters Score -1905762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1905779.500000 Penalty: 4936.211914
	Iteration 74Q: 3 clusters Score -1905780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1905782.125000 Penalty: 4936.211914
	Iteration 75Q: 3 clusters Score -1905782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1905787.500000 Penalty: 4936.211914
	Iteration 76Q: 3 clusters Score -1905788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1905795.250000 Penalty: 4936.211914
	Iteration 77Q: 3 clusters Score -1905795 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1905797.375000 Penalty: 4936.211914
	Iteration 78Q: 3 clusters Score -1905797 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1905796.875000 Penalty: 4936.211914
	Iteration 79Q: 3 clusters Score -1905797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1905805.625000 Penalty: 4936.211914
	Iteration 80F: 3 clusters Score -1905806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1905805.500000 Penalty: 4936.211914
	Iteration 81Q: 3 clusters Score -1905806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1905810.000000 Penalty: 4936.211914
	Iteration 82Q: 3 clusters Score -1905810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -1905821.875000 Penalty: 4936.211914
	Iteration 83Q: 3 clusters Score -1905822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1905832.125000 Penalty: 4936.211914
	Iteration 84Q: 3 clusters Score -1905832 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1905839.875000 Penalty: 4936.211914
	Iteration 85Q: 3 clusters Score -1905840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -1905845.625000 Penalty: 4936.211914
	Iteration 86Q: 3 clusters Score -1905846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1905852.875000 Penalty: 4936.211914
	Iteration 87Q: 3 clusters Score -1905853 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -1905859.000000 Penalty: 4936.211914
	Iteration 88Q: 3 clusters Score -1905859 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1905869.000000 Penalty: 4936.211914
	Iteration 89Q: 3 clusters Score -1905869 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1905872.125000 Penalty: 4936.211914
	Iteration 90Q: 3 clusters Score -1905872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -1905876.875000 Penalty: 4936.211914
	Iteration 91Q: 3 clusters Score -1905877 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1905888.125000 Penalty: 4936.211914
	Iteration 92Q: 3 clusters Score -1905888 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1905894.125000 Penalty: 4936.211914
	Iteration 93Q: 3 clusters Score -1905894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1905901.375000 Penalty: 4936.211914
	Iteration 94Q: 3 clusters Score -1905901 nChanged 49
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: -1905917.500000 Penalty: 4936.211914
	Iteration 95Q: 3 clusters Score -1905918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1905926.875000 Penalty: 4936.211914
	Iteration 96Q: 3 clusters Score -1905927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1905931.250000 Penalty: 4936.211914
	Iteration 97Q: 3 clusters Score -1905931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1905933.750000 Penalty: 4936.211914
	Iteration 98Q: 3 clusters Score -1905934 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1905941.125000 Penalty: 4936.211914
	Iteration 99Q: 3 clusters Score -1905941 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1905949.500000 Penalty: 4936.211914
	Iteration 100F: 3 clusters Score -1905950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -1905958.875000 Penalty: 4936.211914
	Iteration 101Q: 3 clusters Score -1905959 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1905962.125000 Penalty: 4936.211914
	Iteration 102Q: 3 clusters Score -1905962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1905966.375000 Penalty: 4936.211914
	Iteration 103Q: 3 clusters Score -1905966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1905976.500000 Penalty: 4936.211914
	Iteration 104Q: 3 clusters Score -1905976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -1905988.750000 Penalty: 4936.211914
	Iteration 105Q: 3 clusters Score -1905989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1906004.625000 Penalty: 4936.211914
	Iteration 106Q: 3 clusters Score -1906005 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1906006.750000 Penalty: 4936.211914
	Iteration 107Q: 3 clusters Score -1906007 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1906016.000000 Penalty: 4936.211914
	Iteration 108Q: 3 clusters Score -1906016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -1906019.000000 Penalty: 4936.211914
	Iteration 109Q: 3 clusters Score -1906019 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1906027.500000 Penalty: 4936.211914
	Iteration 110Q: 3 clusters Score -1906028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1906046.625000 Penalty: 4936.211914
	Iteration 111Q: 3 clusters Score -1906047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1906061.500000 Penalty: 4936.211914
	Iteration 112Q: 3 clusters Score -1906062 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1906071.625000 Penalty: 4936.211914
	Iteration 113Q: 3 clusters Score -1906072 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -1906088.000000 Penalty: 4936.211914
	Iteration 114Q: 3 clusters Score -1906088 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -1906099.125000 Penalty: 4936.211914
	Iteration 115Q: 3 clusters Score -1906099 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -1906111.125000 Penalty: 4936.211914
	Iteration 116Q: 3 clusters Score -1906111 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -1906136.375000 Penalty: 4936.211914
	Iteration 117Q: 3 clusters Score -1906136 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1906163.625000 Penalty: 4936.211914
	Iteration 118Q: 3 clusters Score -1906164 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -1906199.500000 Penalty: 4936.211914
	Iteration 119Q: 3 clusters Score -1906200 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -1906239.750000 Penalty: 4936.211914
	Iteration 120F: 3 clusters Score -1906240 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -1906269.750000 Penalty: 4936.211914
	Iteration 121Q: 3 clusters Score -1906270 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -1906303.625000 Penalty: 4936.211914
	Iteration 122Q: 3 clusters Score -1906304 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1906335.125000 Penalty: 4936.211914
	Iteration 123Q: 3 clusters Score -1906335 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -1906376.375000 Penalty: 4936.211914
	Iteration 124Q: 3 clusters Score -1906376 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -1906416.875000 Penalty: 4936.211914
	Iteration 125Q: 3 clusters Score -1906417 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -1906463.125000 Penalty: 4936.211914
	Iteration 126Q: 3 clusters Score -1906463 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1906534.000000 Penalty: 4936.211914
	Iteration 127Q: 3 clusters Score -1906534 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1906635.000000 Penalty: 4936.211914
	Iteration 128Q: 3 clusters Score -1906635 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -1906787.250000 Penalty: 4936.211914
	Iteration 129Q: 3 clusters Score -1906787 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -1906880.250000 Penalty: 4936.211914
	Iteration 130Q: 3 clusters Score -1906880 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -1906937.250000 Penalty: 4936.211914
	Iteration 131Q: 3 clusters Score -1906937 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -1906961.750000 Penalty: 4936.211914
	Iteration 132Q: 3 clusters Score -1906962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -1906978.625000 Penalty: 4936.211914
	Iteration 133Q: 3 clusters Score -1906979 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -1906982.000000 Penalty: 4936.211914
	Iteration 134Q: 3 clusters Score -1906982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -1906993.250000 Penalty: 4936.211914
	Iteration 135Q: 3 clusters Score -1906993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -1906996.500000 Penalty: 4936.211914
	Iteration 136Q: 3 clusters Score -1906996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -1907003.750000 Penalty: 4936.211914
	Iteration 137Q: 3 clusters Score -1907004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -1907004.375000 Penalty: 4936.211914
	Iteration 138Q: 3 clusters Score -1907004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -1907008.250000 Penalty: 4936.211914
	Iteration 139Q: 3 clusters Score -1907008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -1907011.000000 Penalty: 4936.211914
	Iteration 140F: 3 clusters Score -1907011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1907013.500000 Penalty: 4936.211914
	Iteration 141Q: 3 clusters Score -1907014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -1907016.875000 Penalty: 4936.211914
	Iteration 142Q: 3 clusters Score -1907017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -1907011.500000 Penalty: 4936.211914
	Iteration 143Q: 3 clusters Score -1907012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -1907010.000000 Penalty: 4936.211914
	Iteration 144Q: 3 clusters Score -1907010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -1907013.875000 Penalty: 4936.211914
	Iteration 145Q: 3 clusters Score -1907014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1907015.375000 Penalty: 4936.211914
	Iteration 146Q: 3 clusters Score -1907015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -1907013.500000 Penalty: 4936.211914
	Iteration 147Q: 3 clusters Score -1907014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -1907013.875000 Penalty: 4936.211914
	Iteration 148Q: 3 clusters Score -1907014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -1907013.875000 Penalty: 4936.211914
	Iteration 149F: 3 clusters Score -1907014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Entering Unmasked Estep 
Score: -358112.500000 Penalty: 2046.671265
	Iteration 0F: 2 clusters Score -358112.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -354334.000000 Penalty: 4093.342529
	Iteration 0F: 3 clusters Score -354334 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -355152.125000 Penalty: 4093.342529
	Iteration 1F: 3 clusters Score -355152.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -355353.125000 Penalty: 4093.342529
	Iteration 2F: 3 clusters Score -355353.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -355465.093750 Penalty: 4093.342529
	Iteration 3Q: 3 clusters Score -355465.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -355539.000000 Penalty: 4093.342529
	Iteration 4Q: 3 clusters Score -355539 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -355583.312500 Penalty: 4093.342529
	Iteration 5Q: 3 clusters Score -355583.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -355630.875000 Penalty: 4093.342529
	Iteration 6Q: 3 clusters Score -355630.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -355687.937500 Penalty: 4093.342529
	Iteration 7Q: 3 clusters Score -355687.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -355763.531250 Penalty: 4093.342529
	Iteration 8Q: 3 clusters Score -355763.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -355878.000000 Penalty: 4093.342529
	Iteration 9Q: 3 clusters Score -355878 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -356032.343750 Penalty: 4093.342529
	Iteration 10Q: 3 clusters Score -356032.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -356231.875000 Penalty: 4093.342529
	Iteration 11Q: 3 clusters Score -356231.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -356435.156250 Penalty: 4093.342529
	Iteration 12Q: 3 clusters Score -356435.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -356625.250000 Penalty: 4093.342529
	Iteration 13Q: 3 clusters Score -356625.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -356769.593750 Penalty: 4093.342529
	Iteration 14Q: 3 clusters Score -356769.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -356878.687500 Penalty: 4093.342529
	Iteration 15Q: 3 clusters Score -356878.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -356945.218750 Penalty: 4093.342529
	Iteration 16Q: 3 clusters Score -356945.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -356979.843750 Penalty: 4093.342529
	Iteration 17Q: 3 clusters Score -356979.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -357012.906250 Penalty: 4093.342529
	Iteration 18Q: 3 clusters Score -357012.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -357037.031250 Penalty: 4093.342529
	Iteration 19Q: 3 clusters Score -357037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -357053.718750 Penalty: 4093.342529
	Iteration 20F: 3 clusters Score -357053.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -357066.218750 Penalty: 4093.342529
	Iteration 21Q: 3 clusters Score -357066.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -357073.718750 Penalty: 4093.342529
	Iteration 22Q: 3 clusters Score -357073.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -357079.500000 Penalty: 4093.342529
	Iteration 23Q: 3 clusters Score -357079.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -357086.156250 Penalty: 4093.342529
	Iteration 24Q: 3 clusters Score -357086.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -357091.156250 Penalty: 4093.342529
	Iteration 25Q: 3 clusters Score -357091.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -357097.687500 Penalty: 4093.342529
	Iteration 26Q: 3 clusters Score -357097.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -357106.187500 Penalty: 4093.342529
	Iteration 27Q: 3 clusters Score -357106.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -357113.937500 Penalty: 4093.342529
	Iteration 28Q: 3 clusters Score -357113.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -357124.281250 Penalty: 4093.342529
	Iteration 29Q: 3 clusters Score -357124.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -357139.281250 Penalty: 4093.342529
	Iteration 30Q: 3 clusters Score -357139.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -357153.968750 Penalty: 4093.342529
	Iteration 31Q: 3 clusters Score -357154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -357167.812500 Penalty: 4093.342529
	Iteration 32Q: 3 clusters Score -357167.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -357173.062500 Penalty: 4093.342529
	Iteration 33Q: 3 clusters Score -357173.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -357176.906250 Penalty: 4093.342529
	Iteration 34Q: 3 clusters Score -357176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -357178.218750 Penalty: 4093.342529
	Iteration 35Q: 3 clusters Score -357178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -357179.437500 Penalty: 4093.342529
	Iteration 36Q: 3 clusters Score -357179.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -357179.562500 Penalty: 4093.342529
	Iteration 37Q: 3 clusters Score -357179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -357180.593750 Penalty: 4093.342529
	Iteration 38Q: 3 clusters Score -357180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -357181.000000 Penalty: 4093.342529
	Iteration 39Q: 3 clusters Score -357181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -357181.000000 Penalty: 4093.342529
	Iteration 40F: 3 clusters Score -357181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -970235.437500 Penalty: 2291.687744
	Iteration 0F: 2 clusters Score -970235.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -962404.250000 Penalty: 4583.375488
	Iteration 0F: 3 clusters Score -962404.2 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -964684.750000 Penalty: 4583.375488
	Iteration 1F: 3 clusters Score -964684.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -965015.312500 Penalty: 4583.375488
	Iteration 2F: 3 clusters Score -965015.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -965263.250000 Penalty: 4583.375488
	Iteration 3F: 3 clusters Score -965263.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -965488.875000 Penalty: 4583.375488
	Iteration 4Q: 3 clusters Score -965488.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -965672.625000 Penalty: 4583.375488
	Iteration 5Q: 3 clusters Score -965672.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -965858.812500 Penalty: 4583.375488
	Iteration 6Q: 3 clusters Score -965858.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -966030.500000 Penalty: 4583.375488
	Iteration 7Q: 3 clusters Score -966030.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -966232.687500 Penalty: 4583.375488
	Iteration 8Q: 3 clusters Score -966232.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -966445.062500 Penalty: 4583.375488
	Iteration 9Q: 3 clusters Score -966445.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -966676.812500 Penalty: 4583.375488
	Iteration 10Q: 3 clusters Score -966676.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -966936.312500 Penalty: 4583.375488
	Iteration 11Q: 3 clusters Score -966936.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -967175.812500 Penalty: 4583.375488
	Iteration 12Q: 3 clusters Score -967175.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -967385.125000 Penalty: 4583.375488
	Iteration 13Q: 3 clusters Score -967385.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -967566.187500 Penalty: 4583.375488
	Iteration 14Q: 3 clusters Score -967566.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -967738.750000 Penalty: 4583.375488
	Iteration 15Q: 3 clusters Score -967738.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -967878.250000 Penalty: 4583.375488
	Iteration 16Q: 3 clusters Score -967878.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -967991.687500 Penalty: 4583.375488
	Iteration 17Q: 3 clusters Score -967991.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -968071.250000 Penalty: 4583.375488
	Iteration 18Q: 3 clusters Score -968071.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -968125.250000 Penalty: 4583.375488
	Iteration 19Q: 3 clusters Score -968125.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -968172.687500 Penalty: 4583.375488
	Iteration 20F: 3 clusters Score -968172.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -968216.500000 Penalty: 4583.375488
	Iteration 21Q: 3 clusters Score -968216.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -968244.375000 Penalty: 4583.375488
	Iteration 22Q: 3 clusters Score -968244.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -968266.375000 Penalty: 4583.375488
	Iteration 23Q: 3 clusters Score -968266.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -968283.312500 Penalty: 4583.375488
	Iteration 24Q: 3 clusters Score -968283.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -968297.625000 Penalty: 4583.375488
	Iteration 25Q: 3 clusters Score -968297.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -968306.437500 Penalty: 4583.375488
	Iteration 26Q: 3 clusters Score -968306.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -968317.125000 Penalty: 4583.375488
	Iteration 27Q: 3 clusters Score -968317.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -968331.500000 Penalty: 4583.375488
	Iteration 28Q: 3 clusters Score -968331.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -968344.375000 Penalty: 4583.375488
	Iteration 29Q: 3 clusters Score -968344.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -968353.812500 Penalty: 4583.375488
	Iteration 30Q: 3 clusters Score -968353.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -968358.500000 Penalty: 4583.375488
	Iteration 31Q: 3 clusters Score -968358.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -968360.437500 Penalty: 4583.375488
	Iteration 32Q: 3 clusters Score -968360.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -968362.312500 Penalty: 4583.375488
	Iteration 33Q: 3 clusters Score -968362.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -968362.312500 Penalty: 4583.375488
	Iteration 34F: 3 clusters Score -968362.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Entering Unmasked Estep 
Score: -2401968.250000 Penalty: 2507.031006
	Iteration 0F: 2 clusters Score -2401968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2385055.750000 Penalty: 5014.062012
	Iteration 0F: 3 clusters Score -2385056 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2390897.750000 Penalty: 5014.062012
	Iteration 1F: 3 clusters Score -2390898 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2391425.000000 Penalty: 5014.062012
	Iteration 2F: 3 clusters Score -2391425 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2391892.000000 Penalty: 5014.062012
	Iteration 3Q: 3 clusters Score -2391892 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2392370.250000 Penalty: 5014.062012
	Iteration 4Q: 3 clusters Score -2392370 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2392880.000000 Penalty: 5014.062012
	Iteration 5Q: 3 clusters Score -2392880 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2393362.500000 Penalty: 5014.062012
	Iteration 6Q: 3 clusters Score -2393362 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2393861.750000 Penalty: 5014.062012
	Iteration 7Q: 3 clusters Score -2393862 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2394336.000000 Penalty: 5014.062012
	Iteration 8Q: 3 clusters Score -2394336 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2394744.500000 Penalty: 5014.062012
	Iteration 9Q: 3 clusters Score -2394744 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2395097.250000 Penalty: 5014.062012
	Iteration 10Q: 3 clusters Score -2395097 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2395358.000000 Penalty: 5014.062012
	Iteration 11Q: 3 clusters Score -2395358 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2395575.500000 Penalty: 5014.062012
	Iteration 12Q: 3 clusters Score -2395576 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2395731.750000 Penalty: 5014.062012
	Iteration 13Q: 3 clusters Score -2395732 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2395882.750000 Penalty: 5014.062012
	Iteration 14Q: 3 clusters Score -2395883 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2396019.750000 Penalty: 5014.062012
	Iteration 15Q: 3 clusters Score -2396020 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2396190.500000 Penalty: 5014.062012
	Iteration 16Q: 3 clusters Score -2396190 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2396342.750000 Penalty: 5014.062012
	Iteration 17Q: 3 clusters Score -2396343 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2396512.000000 Penalty: 5014.062012
	Iteration 18Q: 3 clusters Score -2396512 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2396715.500000 Penalty: 5014.062012
	Iteration 19Q: 3 clusters Score -2396716 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2397016.250000 Penalty: 5014.062012
	Iteration 20F: 3 clusters Score -2397016 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2397382.750000 Penalty: 5014.062012
	Iteration 21Q: 3 clusters Score -2397383 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2397791.500000 Penalty: 5014.062012
	Iteration 22Q: 3 clusters Score -2397792 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2398161.750000 Penalty: 5014.062012
	Iteration 23Q: 3 clusters Score -2398162 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2398452.000000 Penalty: 5014.062012
	Iteration 24Q: 3 clusters Score -2398452 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2398715.500000 Penalty: 5014.062012
	Iteration 25Q: 3 clusters Score -2398716 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2398995.750000 Penalty: 5014.062012
	Iteration 26Q: 3 clusters Score -2398996 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2399259.750000 Penalty: 5014.062012
	Iteration 27Q: 3 clusters Score -2399260 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2399493.500000 Penalty: 5014.062012
	Iteration 28Q: 3 clusters Score -2399494 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2399678.750000 Penalty: 5014.062012
	Iteration 29Q: 3 clusters Score -2399679 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2399811.250000 Penalty: 5014.062012
	Iteration 30Q: 3 clusters Score -2399811 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2399926.000000 Penalty: 5014.062012
	Iteration 31Q: 3 clusters Score -2399926 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2400012.250000 Penalty: 5014.062012
	Iteration 32Q: 3 clusters Score -2400012 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2400068.000000 Penalty: 5014.062012
	Iteration 33Q: 3 clusters Score -2400068 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2400119.000000 Penalty: 5014.062012
	Iteration 34Q: 3 clusters Score -2400119 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2400152.750000 Penalty: 5014.062012
	Iteration 35Q: 3 clusters Score -2400153 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2400180.750000 Penalty: 5014.062012
	Iteration 36Q: 3 clusters Score -2400181 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2400198.000000 Penalty: 5014.062012
	Iteration 37Q: 3 clusters Score -2400198 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2400218.250000 Penalty: 5014.062012
	Iteration 38Q: 3 clusters Score -2400218 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2400251.000000 Penalty: 5014.062012
	Iteration 39Q: 3 clusters Score -2400251 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2400266.500000 Penalty: 5014.062012
	Iteration 40F: 3 clusters Score -2400266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2400278.750000 Penalty: 5014.062012
	Iteration 41Q: 3 clusters Score -2400279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2400281.250000 Penalty: 5014.062012
	Iteration 42Q: 3 clusters Score -2400281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2400294.500000 Penalty: 5014.062012
	Iteration 43Q: 3 clusters Score -2400294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2400309.500000 Penalty: 5014.062012
	Iteration 44Q: 3 clusters Score -2400310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2400316.250000 Penalty: 5014.062012
	Iteration 45Q: 3 clusters Score -2400316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2400320.750000 Penalty: 5014.062012
	Iteration 46Q: 3 clusters Score -2400321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2400321.750000 Penalty: 5014.062012
	Iteration 47Q: 3 clusters Score -2400322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2400325.250000 Penalty: 5014.062012
	Iteration 48Q: 3 clusters Score -2400325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2400326.250000 Penalty: 5014.062012
	Iteration 49Q: 3 clusters Score -2400326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2400324.750000 Penalty: 5014.062012
	Iteration 50Q: 3 clusters Score -2400325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2400326.500000 Penalty: 5014.062012
	Iteration 51Q: 3 clusters Score -2400326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2400325.750000 Penalty: 5014.062012
	Iteration 52Q: 3 clusters Score -2400326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2400327.250000 Penalty: 5014.062012
	Iteration 53Q: 3 clusters Score -2400327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2400326.750000 Penalty: 5014.062012
	Iteration 54Q: 3 clusters Score -2400327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2400326.750000 Penalty: 5014.062012
	Iteration 55F: 3 clusters Score -2400327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Entering Unmasked Estep 
Score: -257862.031250 Penalty: 1959.725220
	Iteration 0F: 2 clusters Score -257862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -254723.093750 Penalty: 3919.450439
	Iteration 0F: 3 clusters Score -254723.1 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -255272.671875 Penalty: 3919.450439
	Iteration 1F: 3 clusters Score -255272.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -255422.984375 Penalty: 3919.450439
	Iteration 2F: 3 clusters Score -255423 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -255512.218750 Penalty: 3919.450439
	Iteration 3Q: 3 clusters Score -255512.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -255569.687500 Penalty: 3919.450439
	Iteration 4Q: 3 clusters Score -255569.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -255600.843750 Penalty: 3919.450439
	Iteration 5Q: 3 clusters Score -255600.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -255620.109375 Penalty: 3919.450439
	Iteration 6Q: 3 clusters Score -255620.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -255634.859375 Penalty: 3919.450439
	Iteration 7Q: 3 clusters Score -255634.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -255644.703125 Penalty: 3919.450439
	Iteration 8Q: 3 clusters Score -255644.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -255656.562500 Penalty: 3919.450439
	Iteration 9Q: 3 clusters Score -255656.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -255667.453125 Penalty: 3919.450439
	Iteration 10Q: 3 clusters Score -255667.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -255673.234375 Penalty: 3919.450439
	Iteration 11Q: 3 clusters Score -255673.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -255677.453125 Penalty: 3919.450439
	Iteration 12Q: 3 clusters Score -255677.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -255680.390625 Penalty: 3919.450439
	Iteration 13Q: 3 clusters Score -255680.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -255685.187500 Penalty: 3919.450439
	Iteration 14Q: 3 clusters Score -255685.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -255689.234375 Penalty: 3919.450439
	Iteration 15Q: 3 clusters Score -255689.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -255693.468750 Penalty: 3919.450439
	Iteration 16Q: 3 clusters Score -255693.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -255697.265625 Penalty: 3919.450439
	Iteration 17Q: 3 clusters Score -255697.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -255703.359375 Penalty: 3919.450439
	Iteration 18Q: 3 clusters Score -255703.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -255706.734375 Penalty: 3919.450439
	Iteration 19Q: 3 clusters Score -255706.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -255713.015625 Penalty: 3919.450439
	Iteration 20F: 3 clusters Score -255713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -255721.781250 Penalty: 3919.450439
	Iteration 21Q: 3 clusters Score -255721.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -255726.250000 Penalty: 3919.450439
	Iteration 22Q: 3 clusters Score -255726.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -255729.750000 Penalty: 3919.450439
	Iteration 23Q: 3 clusters Score -255729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -255731.781250 Penalty: 3919.450439
	Iteration 24Q: 3 clusters Score -255731.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -255733.750000 Penalty: 3919.450439
	Iteration 25Q: 3 clusters Score -255733.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -255734.937500 Penalty: 3919.450439
	Iteration 26Q: 3 clusters Score -255734.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -255738.390625 Penalty: 3919.450439
	Iteration 27Q: 3 clusters Score -255738.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -255741.671875 Penalty: 3919.450439
	Iteration 28Q: 3 clusters Score -255741.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -255745.625000 Penalty: 3919.450439
	Iteration 29Q: 3 clusters Score -255745.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -255748.578125 Penalty: 3919.450439
	Iteration 30Q: 3 clusters Score -255748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -255748.968750 Penalty: 3919.450439
	Iteration 31Q: 3 clusters Score -255749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -255749.000000 Penalty: 3919.450439
	Iteration 32Q: 3 clusters Score -255749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -255749.000000 Penalty: 3919.450439
	Iteration 33F: 3 clusters Score -255749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Entering Unmasked Estep 
Score: -2331630.250000 Penalty: 2503.031250
	Iteration 0F: 2 clusters Score -2331630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2314866.250000 Penalty: 5006.062500
	Iteration 0F: 3 clusters Score -2314866 nChanged 10719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2320726.250000 Penalty: 5006.062500
	Iteration 1F: 3 clusters Score -2320726 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2321197.000000 Penalty: 5006.062500
	Iteration 2F: 3 clusters Score -2321197 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2321645.250000 Penalty: 5006.062500
	Iteration 3Q: 3 clusters Score -2321645 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2322192.250000 Penalty: 5006.062500
	Iteration 4Q: 3 clusters Score -2322192 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2322945.500000 Penalty: 5006.062500
	Iteration 5F: 3 clusters Score -2322946 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2323969.500000 Penalty: 5006.062500
	Iteration 6F: 3 clusters Score -2323970 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2325251.500000 Penalty: 5006.062500
	Iteration 7F: 3 clusters Score -2325252 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2326605.000000 Penalty: 5006.062500
	Iteration 8F: 3 clusters Score -2326605 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2327702.750000 Penalty: 5006.062500
	Iteration 9F: 3 clusters Score -2327703 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2328331.500000 Penalty: 5006.062500
	Iteration 10Q: 3 clusters Score -2328332 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2328680.000000 Penalty: 5006.062500
	Iteration 11Q: 3 clusters Score -2328680 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2328872.000000 Penalty: 5006.062500
	Iteration 12Q: 3 clusters Score -2328872 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2328990.250000 Penalty: 5006.062500
	Iteration 13Q: 3 clusters Score -2328990 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2329054.500000 Penalty: 5006.062500
	Iteration 14Q: 3 clusters Score -2329054 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2329101.750000 Penalty: 5006.062500
	Iteration 15Q: 3 clusters Score -2329102 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2329132.000000 Penalty: 5006.062500
	Iteration 16Q: 3 clusters Score -2329132 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2329148.000000 Penalty: 5006.062500
	Iteration 17Q: 3 clusters Score -2329148 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2329159.500000 Penalty: 5006.062500
	Iteration 18Q: 3 clusters Score -2329160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2329170.500000 Penalty: 5006.062500
	Iteration 19Q: 3 clusters Score -2329170 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2329182.750000 Penalty: 5006.062500
	Iteration 20F: 3 clusters Score -2329183 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2329193.750000 Penalty: 5006.062500
	Iteration 21Q: 3 clusters Score -2329194 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2329211.000000 Penalty: 5006.062500
	Iteration 22Q: 3 clusters Score -2329211 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2329222.250000 Penalty: 5006.062500
	Iteration 23Q: 3 clusters Score -2329222 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2329218.750000 Penalty: 5006.062500
	Iteration 24Q: 3 clusters Score -2329219 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2329223.500000 Penalty: 5006.062500
	Iteration 25Q: 3 clusters Score -2329224 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2329234.000000 Penalty: 5006.062500
	Iteration 26Q: 3 clusters Score -2329234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2329239.250000 Penalty: 5006.062500
	Iteration 27Q: 3 clusters Score -2329239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2329243.250000 Penalty: 5006.062500
	Iteration 28Q: 3 clusters Score -2329243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2329249.000000 Penalty: 5006.062500
	Iteration 29Q: 3 clusters Score -2329249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2329243.750000 Penalty: 5006.062500
	Iteration 30Q: 3 clusters Score -2329244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2329250.000000 Penalty: 5006.062500
	Iteration 31Q: 3 clusters Score -2329250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2329243.750000 Penalty: 5006.062500
	Iteration 32Q: 3 clusters Score -2329244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2329245.000000 Penalty: 5006.062500
	Iteration 33Q: 3 clusters Score -2329245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2329247.000000 Penalty: 5006.062500
	Iteration 34Q: 3 clusters Score -2329247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2329244.500000 Penalty: 5006.062500
	Iteration 35Q: 3 clusters Score -2329244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2329245.750000 Penalty: 5006.062500
	Iteration 36Q: 3 clusters Score -2329246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2329243.750000 Penalty: 5006.062500
	Iteration 37Q: 3 clusters Score -2329244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2329243.500000 Penalty: 5006.062500
	Iteration 38Q: 3 clusters Score -2329244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2329243.500000 Penalty: 5006.062500
	Iteration 39F: 3 clusters Score -2329244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (218352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218352 members 
Entering Unmasked Estep 
Score: -21377062.000000 Penalty: 3048.878174
	Iteration 0F: 2 clusters Score -2.137706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108806 members 
Mstep: Class 2 contains 109546 members 
Entering Unmasked Estep 
Score: -21232868.000000 Penalty: 6097.756348
	Iteration 0F: 3 clusters Score -2.123287e+07 nChanged 105256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98508 members 
Mstep: Class 2 contains 119844 members 
Entering Unmasked Estep 
Score: -21295326.000000 Penalty: 6097.756348
	Iteration 1F: 3 clusters Score -2.129533e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91938 members 
Mstep: Class 2 contains 126414 members 
Entering Unmasked Estep 
Score: -21298360.000000 Penalty: 6097.756348
	Iteration 2Q: 3 clusters Score -2.129836e+07 nChanged 11619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81963 members 
Mstep: Class 2 contains 136389 members 
Entering Unmasked Estep 
Score: -21303912.000000 Penalty: 6097.756348
	Iteration 3F: 3 clusters Score -2.130391e+07 nChanged 15401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67818 members 
Mstep: Class 2 contains 150534 members 
Entering Unmasked Estep 
Score: -21314282.000000 Penalty: 6097.756348
	Iteration 4F: 3 clusters Score -2.131428e+07 nChanged 18814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 168320 members 
Entering Unmasked Estep 
Score: -21330064.000000 Penalty: 6097.756348
	Iteration 5F: 3 clusters Score -2.133006e+07 nChanged 19031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 186669 members 
Entering Unmasked Estep 
Score: -21347542.000000 Penalty: 6097.756348
	Iteration 6F: 3 clusters Score -2.134754e+07 nChanged 14770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 201155 members 
Entering Unmasked Estep 
Score: -21360756.000000 Penalty: 6097.756348
	Iteration 7F: 3 clusters Score -2.136076e+07 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 209944 members 
Entering Unmasked Estep 
Score: -21368282.000000 Penalty: 6097.756348
	Iteration 8Q: 3 clusters Score -2.136828e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 214471 members 
Entering Unmasked Estep 
Score: -21372012.000000 Penalty: 6097.756348
	Iteration 9Q: 3 clusters Score -2.137201e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 216351 members 
Entering Unmasked Estep 
Score: -21373630.000000 Penalty: 6097.756348
	Iteration 10Q: 3 clusters Score -2.137363e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 216964 members 
Entering Unmasked Estep 
Score: -21374384.000000 Penalty: 6097.756348
	Iteration 11Q: 3 clusters Score -2.137438e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 217126 members 
Entering Unmasked Estep 
Score: -21374682.000000 Penalty: 6097.756348
	Iteration 12Q: 3 clusters Score -2.137468e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 217160 members 
Entering Unmasked Estep 
Score: -21374896.000000 Penalty: 6097.756348
	Iteration 13Q: 3 clusters Score -2.13749e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 217157 members 
Entering Unmasked Estep 
Score: -21374978.000000 Penalty: 6097.756348
	Iteration 14Q: 3 clusters Score -2.137498e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 217138 members 
Entering Unmasked Estep 
Score: -21375056.000000 Penalty: 6097.756348
	Iteration 15Q: 3 clusters Score -2.137506e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 217104 members 
Entering Unmasked Estep 
Score: -21375120.000000 Penalty: 6097.756348
	Iteration 16Q: 3 clusters Score -2.137512e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 217085 members 
Entering Unmasked Estep 
Score: -21375166.000000 Penalty: 6097.756348
	Iteration 17Q: 3 clusters Score -2.137517e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 217053 members 
Entering Unmasked Estep 
Score: -21375194.000000 Penalty: 6097.756348
	Iteration 18Q: 3 clusters Score -2.137519e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 217038 members 
Entering Unmasked Estep 
Score: -21375198.000000 Penalty: 6097.756348
	Iteration 19Q: 3 clusters Score -2.13752e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 217026 members 
Entering Unmasked Estep 
Score: -21375196.000000 Penalty: 6097.756348
	Iteration 20F: 3 clusters Score -2.13752e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 217012 members 
Entering Unmasked Estep 
Score: -21375202.000000 Penalty: 6097.756348
	Iteration 21Q: 3 clusters Score -2.13752e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 216993 members 
Entering Unmasked Estep 
Score: -21375212.000000 Penalty: 6097.756348
	Iteration 22Q: 3 clusters Score -2.137521e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 216983 members 
Entering Unmasked Estep 
Score: -21375212.000000 Penalty: 6097.756348
	Iteration 23Q: 3 clusters Score -2.137521e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 216977 members 
Entering Unmasked Estep 
Score: -21375248.000000 Penalty: 6097.756348
	Iteration 24Q: 3 clusters Score -2.137525e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 216972 members 
Entering Unmasked Estep 
Score: -21375268.000000 Penalty: 6097.756348
	Iteration 25Q: 3 clusters Score -2.137527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 216965 members 
Entering Unmasked Estep 
Score: -21375280.000000 Penalty: 6097.756348
	Iteration 26Q: 3 clusters Score -2.137528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 216964 members 
Entering Unmasked Estep 
Score: -21375258.000000 Penalty: 6097.756348
	Iteration 27Q: 3 clusters Score -2.137526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 216967 members 
Entering Unmasked Estep 
Score: -21375288.000000 Penalty: 6097.756348
	Iteration 28Q: 3 clusters Score -2.137529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 216969 members 
Entering Unmasked Estep 
Score: -21375278.000000 Penalty: 6097.756348
	Iteration 29Q: 3 clusters Score -2.137528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 216971 members 
Entering Unmasked Estep 
Score: -21375268.000000 Penalty: 6097.756348
	Iteration 30Q: 3 clusters Score -2.137527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 216972 members 
Entering Unmasked Estep 
Score: -21375268.000000 Penalty: 6097.756348
	Iteration 31Q: 3 clusters Score -2.137527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 216972 members 
Entering Unmasked Estep 
Score: -21375282.000000 Penalty: 6097.756348
	Iteration 32Q: 3 clusters Score -2.137528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 216970 members 
Entering Unmasked Estep 
Score: -21375272.000000 Penalty: 6097.756348
	Iteration 33Q: 3 clusters Score -2.137527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 216968 members 
Entering Unmasked Estep 
Score: -21375270.000000 Penalty: 6097.756348
	Iteration 34Q: 3 clusters Score -2.137527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 216967 members 
Entering Unmasked Estep 
Score: -21375268.000000 Penalty: 6097.756348
	Iteration 35Q: 3 clusters Score -2.137527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 216966 members 
Entering Unmasked Estep 
Score: -21375262.000000 Penalty: 6097.756348
	Iteration 36Q: 3 clusters Score -2.137526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 216961 members 
Entering Unmasked Estep 
Score: -21375270.000000 Penalty: 6097.756348
	Iteration 37Q: 3 clusters Score -2.137527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 216955 members 
Entering Unmasked Estep 
Score: -21375268.000000 Penalty: 6097.756348
	Iteration 38Q: 3 clusters Score -2.137527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 216949 members 
Entering Unmasked Estep 
Score: -21375270.000000 Penalty: 6097.756348
	Iteration 39Q: 3 clusters Score -2.137527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 216950 members 
Entering Unmasked Estep 
Score: -21375284.000000 Penalty: 6097.756348
	Iteration 40F: 3 clusters Score -2.137528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 216943 members 
Entering Unmasked Estep 
Score: -21375288.000000 Penalty: 6097.756348
	Iteration 41Q: 3 clusters Score -2.137529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 216937 members 
Entering Unmasked Estep 
Score: -21375284.000000 Penalty: 6097.756348
	Iteration 42Q: 3 clusters Score -2.137528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 216931 members 
Entering Unmasked Estep 
Score: -21375280.000000 Penalty: 6097.756348
	Iteration 43Q: 3 clusters Score -2.137528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 216931 members 
Entering Unmasked Estep 
Score: -21375282.000000 Penalty: 6097.756348
	Iteration 44Q: 3 clusters Score -2.137528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 216929 members 
Entering Unmasked Estep 
Score: -21375294.000000 Penalty: 6097.756348
	Iteration 45Q: 3 clusters Score -2.137529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 216928 members 
Entering Unmasked Estep 
Score: -21375288.000000 Penalty: 6097.756348
	Iteration 46Q: 3 clusters Score -2.137529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 216926 members 
Entering Unmasked Estep 
Score: -21375298.000000 Penalty: 6097.756348
	Iteration 47Q: 3 clusters Score -2.13753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 216926 members 
Entering Unmasked Estep 
Score: -21375298.000000 Penalty: 6097.756348
	Iteration 48F: 3 clusters Score -2.13753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (304377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304377 members 
Entering Unmasked Estep 
Score: -29828958.000000 Penalty: 3131.253418
	Iteration 0F: 2 clusters Score -2.982896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151955 members 
Mstep: Class 2 contains 152422 members 
Entering Unmasked Estep 
Score: -29634966.000000 Penalty: 6262.506836
	Iteration 0F: 3 clusters Score -2.963497e+07 nChanged 147472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150687 members 
Mstep: Class 2 contains 153690 members 
Entering Unmasked Estep 
Score: -29721946.000000 Penalty: 6262.506836
	Iteration 1F: 3 clusters Score -2.972195e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149646 members 
Mstep: Class 2 contains 154731 members 
Entering Unmasked Estep 
Score: -29722866.000000 Penalty: 6262.506836
	Iteration 2Q: 3 clusters Score -2.972287e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147878 members 
Mstep: Class 2 contains 156499 members 
Entering Unmasked Estep 
Score: -29724002.000000 Penalty: 6262.506836
	Iteration 3Q: 3 clusters Score -2.9724e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145065 members 
Mstep: Class 2 contains 159312 members 
Entering Unmasked Estep 
Score: -29725664.000000 Penalty: 6262.506836
	Iteration 4Q: 3 clusters Score -2.972566e+07 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140785 members 
Mstep: Class 2 contains 163592 members 
Entering Unmasked Estep 
Score: -29728310.000000 Penalty: 6262.506836
	Iteration 5Q: 3 clusters Score -2.972831e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134257 members 
Mstep: Class 2 contains 170120 members 
Entering Unmasked Estep 
Score: -29731614.000000 Penalty: 6262.506836
	Iteration 6Q: 3 clusters Score -2.973161e+07 nChanged 12177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124754 members 
Mstep: Class 2 contains 179623 members 
Entering Unmasked Estep 
Score: -29737204.000000 Penalty: 6262.506836
	Iteration 7Q: 3 clusters Score -2.97372e+07 nChanged 15255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111329 members 
Mstep: Class 2 contains 193048 members 
Entering Unmasked Estep 
Score: -29746158.000000 Penalty: 6262.506836
	Iteration 8F: 3 clusters Score -2.974616e+07 nChanged 18562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 210612 members 
Entering Unmasked Estep 
Score: -29758202.000000 Penalty: 6262.506836
	Iteration 9F: 3 clusters Score -2.97582e+07 nChanged 21252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 231382 members 
Entering Unmasked Estep 
Score: -29773512.000000 Penalty: 6262.506836
	Iteration 10F: 3 clusters Score -2.977351e+07 nChanged 21293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 252521 members 
Entering Unmasked Estep 
Score: -29789488.000000 Penalty: 6262.506836
	Iteration 11F: 3 clusters Score -2.978949e+07 nChanged 18516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 270965 members 
Entering Unmasked Estep 
Score: -29803448.000000 Penalty: 6262.506836
	Iteration 12F: 3 clusters Score -2.980345e+07 nChanged 13428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 284367 members 
Entering Unmasked Estep 
Score: -29813204.000000 Penalty: 6262.506836
	Iteration 13Q: 3 clusters Score -2.98132e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 292742 members 
Entering Unmasked Estep 
Score: -29818868.000000 Penalty: 6262.506836
	Iteration 14Q: 3 clusters Score -2.981887e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 297466 members 
Entering Unmasked Estep 
Score: -29822028.000000 Penalty: 6262.506836
	Iteration 15Q: 3 clusters Score -2.982203e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 300096 members 
Entering Unmasked Estep 
Score: -29823796.000000 Penalty: 6262.506836
	Iteration 16Q: 3 clusters Score -2.98238e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 301524 members 
Entering Unmasked Estep 
Score: -29824872.000000 Penalty: 6262.506836
	Iteration 17Q: 3 clusters Score -2.982487e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 302297 members 
Entering Unmasked Estep 
Score: -29825374.000000 Penalty: 6262.506836
	Iteration 18Q: 3 clusters Score -2.982537e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 302734 members 
Entering Unmasked Estep 
Score: -29825648.000000 Penalty: 6262.506836
	Iteration 19Q: 3 clusters Score -2.982565e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 302997 members 
Entering Unmasked Estep 
Score: -29825776.000000 Penalty: 6262.506836
	Iteration 20F: 3 clusters Score -2.982578e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 303174 members 
Entering Unmasked Estep 
Score: -29825968.000000 Penalty: 6262.506836
	Iteration 21Q: 3 clusters Score -2.982597e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 303297 members 
Entering Unmasked Estep 
Score: -29826018.000000 Penalty: 6262.506836
	Iteration 22Q: 3 clusters Score -2.982602e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 303374 members 
Entering Unmasked Estep 
Score: -29826054.000000 Penalty: 6262.506836
	Iteration 23Q: 3 clusters Score -2.982605e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 303434 members 
Entering Unmasked Estep 
Score: -29826084.000000 Penalty: 6262.506836
	Iteration 24Q: 3 clusters Score -2.982608e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 303486 members 
Entering Unmasked Estep 
Score: -29826154.000000 Penalty: 6262.506836
	Iteration 25Q: 3 clusters Score -2.982615e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 303518 members 
Entering Unmasked Estep 
Score: -29826186.000000 Penalty: 6262.506836
	Iteration 26Q: 3 clusters Score -2.982619e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 303551 members 
Entering Unmasked Estep 
Score: -29826238.000000 Penalty: 6262.506836
	Iteration 27Q: 3 clusters Score -2.982624e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 303575 members 
Entering Unmasked Estep 
Score: -29826282.000000 Penalty: 6262.506836
	Iteration 28Q: 3 clusters Score -2.982628e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 303594 members 
Entering Unmasked Estep 
Score: -29826294.000000 Penalty: 6262.506836
	Iteration 29Q: 3 clusters Score -2.982629e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 303610 members 
Entering Unmasked Estep 
Score: -29826302.000000 Penalty: 6262.506836
	Iteration 30Q: 3 clusters Score -2.98263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 303616 members 
Entering Unmasked Estep 
Score: -29826310.000000 Penalty: 6262.506836
	Iteration 31Q: 3 clusters Score -2.982631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 303625 members 
Entering Unmasked Estep 
Score: -29826306.000000 Penalty: 6262.506836
	Iteration 32Q: 3 clusters Score -2.982631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 303632 members 
Entering Unmasked Estep 
Score: -29826290.000000 Penalty: 6262.506836
	Iteration 33Q: 3 clusters Score -2.982629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 303634 members 
Entering Unmasked Estep 
Score: -29826314.000000 Penalty: 6262.506836
	Iteration 34Q: 3 clusters Score -2.982631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 303637 members 
Entering Unmasked Estep 
Score: -29826296.000000 Penalty: 6262.506836
	Iteration 35Q: 3 clusters Score -2.98263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 303643 members 
Entering Unmasked Estep 
Score: -29826324.000000 Penalty: 6262.506836
	Iteration 36Q: 3 clusters Score -2.982632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 303650 members 
Entering Unmasked Estep 
Score: -29826340.000000 Penalty: 6262.506836
	Iteration 37Q: 3 clusters Score -2.982634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 303656 members 
Entering Unmasked Estep 
Score: -29826336.000000 Penalty: 6262.506836
	Iteration 38Q: 3 clusters Score -2.982634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 303656 members 
Entering Unmasked Estep 
Score: -29826354.000000 Penalty: 6262.506836
	Iteration 39Q: 3 clusters Score -2.982635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 303657 members 
Entering Unmasked Estep 
Score: -29826348.000000 Penalty: 6262.506836
	Iteration 40F: 3 clusters Score -2.982635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 303659 members 
Entering Unmasked Estep 
Score: -29826350.000000 Penalty: 6262.506836
	Iteration 41Q: 3 clusters Score -2.982635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 303660 members 
Entering Unmasked Estep 
Score: -29826350.000000 Penalty: 6262.506836
	Iteration 42Q: 3 clusters Score -2.982635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 303660 members 
Entering Unmasked Estep 
Score: -29826350.000000 Penalty: 6262.506836
	Iteration 43F: 3 clusters Score -2.982635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Entering Unmasked Estep 
Score: -2826674.250000 Penalty: 2547.390381
	Iteration 0F: 2 clusters Score -2826674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2806707.750000 Penalty: 5094.780762
	Iteration 0F: 3 clusters Score -2806708 nChanged 13026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2813768.250000 Penalty: 5094.780762
	Iteration 1F: 3 clusters Score -2813768 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2814223.750000 Penalty: 5094.780762
	Iteration 2Q: 3 clusters Score -2814224 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2814646.250000 Penalty: 5094.780762
	Iteration 3Q: 3 clusters Score -2814646 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2815008.000000 Penalty: 5094.780762
	Iteration 4Q: 3 clusters Score -2815008 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2815421.000000 Penalty: 5094.780762
	Iteration 5Q: 3 clusters Score -2815421 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2815937.500000 Penalty: 5094.780762
	Iteration 6Q: 3 clusters Score -2815938 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2816652.000000 Penalty: 5094.780762
	Iteration 7Q: 3 clusters Score -2816652 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2817636.250000 Penalty: 5094.780762
	Iteration 8F: 3 clusters Score -2817636 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2819032.000000 Penalty: 5094.780762
	Iteration 9F: 3 clusters Score -2819032 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2820635.000000 Penalty: 5094.780762
	Iteration 10F: 3 clusters Score -2820635 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2822023.250000 Penalty: 5094.780762
	Iteration 11F: 3 clusters Score -2822023 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2823031.500000 Penalty: 5094.780762
	Iteration 12Q: 3 clusters Score -2823032 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2823663.000000 Penalty: 5094.780762
	Iteration 13Q: 3 clusters Score -2823663 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2824056.500000 Penalty: 5094.780762
	Iteration 14Q: 3 clusters Score -2824056 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2824274.500000 Penalty: 5094.780762
	Iteration 15Q: 3 clusters Score -2824274 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2824399.750000 Penalty: 5094.780762
	Iteration 16Q: 3 clusters Score -2824400 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2824501.750000 Penalty: 5094.780762
	Iteration 17Q: 3 clusters Score -2824502 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2824564.500000 Penalty: 5094.780762
	Iteration 18Q: 3 clusters Score -2824564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2824602.750000 Penalty: 5094.780762
	Iteration 19Q: 3 clusters Score -2824603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2824625.750000 Penalty: 5094.780762
	Iteration 20F: 3 clusters Score -2824626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2824648.500000 Penalty: 5094.780762
	Iteration 21Q: 3 clusters Score -2824648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2824678.250000 Penalty: 5094.780762
	Iteration 22Q: 3 clusters Score -2824678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2824695.500000 Penalty: 5094.780762
	Iteration 23Q: 3 clusters Score -2824696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2824707.500000 Penalty: 5094.780762
	Iteration 24Q: 3 clusters Score -2824708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2824716.250000 Penalty: 5094.780762
	Iteration 25Q: 3 clusters Score -2824716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2824714.500000 Penalty: 5094.780762
	Iteration 26Q: 3 clusters Score -2824714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2824720.000000 Penalty: 5094.780762
	Iteration 27Q: 3 clusters Score -2824720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2824723.000000 Penalty: 5094.780762
	Iteration 28Q: 3 clusters Score -2824723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2824731.000000 Penalty: 5094.780762
	Iteration 29Q: 3 clusters Score -2824731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2824736.250000 Penalty: 5094.780762
	Iteration 30Q: 3 clusters Score -2824736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2824737.750000 Penalty: 5094.780762
	Iteration 31Q: 3 clusters Score -2824738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2824737.000000 Penalty: 5094.780762
	Iteration 32Q: 3 clusters Score -2824737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2824743.500000 Penalty: 5094.780762
	Iteration 33Q: 3 clusters Score -2824744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2824742.500000 Penalty: 5094.780762
	Iteration 34Q: 3 clusters Score -2824742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2824743.250000 Penalty: 5094.780762
	Iteration 35Q: 3 clusters Score -2824743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2824745.250000 Penalty: 5094.780762
	Iteration 36Q: 3 clusters Score -2824745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2824752.500000 Penalty: 5094.780762
	Iteration 37Q: 3 clusters Score -2824752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2824757.500000 Penalty: 5094.780762
	Iteration 38Q: 3 clusters Score -2824758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2824760.000000 Penalty: 5094.780762
	Iteration 39Q: 3 clusters Score -2824760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2824770.250000 Penalty: 5094.780762
	Iteration 40F: 3 clusters Score -2824770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2824781.500000 Penalty: 5094.780762
	Iteration 41Q: 3 clusters Score -2824782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2824780.750000 Penalty: 5094.780762
	Iteration 42Q: 3 clusters Score -2824781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2824787.000000 Penalty: 5094.780762
	Iteration 43Q: 3 clusters Score -2824787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2824787.250000 Penalty: 5094.780762
	Iteration 44Q: 3 clusters Score -2824787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2824788.250000 Penalty: 5094.780762
	Iteration 45Q: 3 clusters Score -2824788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2824788.250000 Penalty: 5094.780762
	Iteration 46F: 3 clusters Score -2824788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (225564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225564 members 
Entering Unmasked Estep 
Score: -22221962.000000 Penalty: 3056.937012
	Iteration 0F: 2 clusters Score -2.222196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112791 members 
Mstep: Class 2 contains 112773 members 
Entering Unmasked Estep 
Score: -22071162.000000 Penalty: 6113.874023
	Iteration 0F: 3 clusters Score -2.207116e+07 nChanged 108943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110498 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -22137064.000000 Penalty: 6113.874023
	Iteration 1F: 3 clusters Score -2.213706e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108937 members 
Mstep: Class 2 contains 116627 members 
Entering Unmasked Estep 
Score: -22139400.000000 Penalty: 6113.874023
	Iteration 2Q: 3 clusters Score -2.21394e+07 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 119211 members 
Entering Unmasked Estep 
Score: -22142836.000000 Penalty: 6113.874023
	Iteration 3Q: 3 clusters Score -2.214284e+07 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102758 members 
Mstep: Class 2 contains 122806 members 
Entering Unmasked Estep 
Score: -22147526.000000 Penalty: 6113.874023
	Iteration 4Q: 3 clusters Score -2.214753e+07 nChanged 11574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98008 members 
Mstep: Class 2 contains 127556 members 
Entering Unmasked Estep 
Score: -22152564.000000 Penalty: 6113.874023
	Iteration 5F: 3 clusters Score -2.215256e+07 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92164 members 
Mstep: Class 2 contains 133400 members 
Entering Unmasked Estep 
Score: -22157838.000000 Penalty: 6113.874023
	Iteration 6F: 3 clusters Score -2.215784e+07 nChanged 11519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85383 members 
Mstep: Class 2 contains 140181 members 
Entering Unmasked Estep 
Score: -22163238.000000 Penalty: 6113.874023
	Iteration 7F: 3 clusters Score -2.216324e+07 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77628 members 
Mstep: Class 2 contains 147936 members 
Entering Unmasked Estep 
Score: -22168012.000000 Penalty: 6113.874023
	Iteration 8Q: 3 clusters Score -2.216801e+07 nChanged 9994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69042 members 
Mstep: Class 2 contains 156522 members 
Entering Unmasked Estep 
Score: -22172962.000000 Penalty: 6113.874023
	Iteration 9Q: 3 clusters Score -2.217296e+07 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 166040 members 
Entering Unmasked Estep 
Score: -22178434.000000 Penalty: 6113.874023
	Iteration 10Q: 3 clusters Score -2.217843e+07 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 176218 members 
Entering Unmasked Estep 
Score: -22184512.000000 Penalty: 6113.874023
	Iteration 11Q: 3 clusters Score -2.218451e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 186410 members 
Entering Unmasked Estep 
Score: -22191264.000000 Penalty: 6113.874023
	Iteration 12Q: 3 clusters Score -2.219126e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 196194 members 
Entering Unmasked Estep 
Score: -22197864.000000 Penalty: 6113.874023
	Iteration 13Q: 3 clusters Score -2.219786e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 204866 members 
Entering Unmasked Estep 
Score: -22204206.000000 Penalty: 6113.874023
	Iteration 14Q: 3 clusters Score -2.220421e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 211984 members 
Entering Unmasked Estep 
Score: -22209382.000000 Penalty: 6113.874023
	Iteration 15Q: 3 clusters Score -2.220938e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 217343 members 
Entering Unmasked Estep 
Score: -22213456.000000 Penalty: 6113.874023
	Iteration 16Q: 3 clusters Score -2.221346e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 220956 members 
Entering Unmasked Estep 
Score: -22216086.000000 Penalty: 6113.874023
	Iteration 17Q: 3 clusters Score -2.221609e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 223080 members 
Entering Unmasked Estep 
Score: -22217700.000000 Penalty: 6113.874023
	Iteration 18Q: 3 clusters Score -2.22177e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 224171 members 
Entering Unmasked Estep 
Score: -22218516.000000 Penalty: 6113.874023
	Iteration 19Q: 3 clusters Score -2.221852e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 224632 members 
Entering Unmasked Estep 
Score: -22218852.000000 Penalty: 6113.874023
	Iteration 20F: 3 clusters Score -2.221885e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 224856 members 
Entering Unmasked Estep 
Score: -22219060.000000 Penalty: 6113.874023
	Iteration 21Q: 3 clusters Score -2.221906e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 224952 members 
Entering Unmasked Estep 
Score: -22219086.000000 Penalty: 6113.874023
	Iteration 22Q: 3 clusters Score -2.221909e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 225014 members 
Entering Unmasked Estep 
Score: -22219126.000000 Penalty: 6113.874023
	Iteration 23Q: 3 clusters Score -2.221913e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 225044 members 
Entering Unmasked Estep 
Score: -22219192.000000 Penalty: 6113.874023
	Iteration 24Q: 3 clusters Score -2.221919e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 225073 members 
Entering Unmasked Estep 
Score: -22219218.000000 Penalty: 6113.874023
	Iteration 25Q: 3 clusters Score -2.221922e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 225087 members 
Entering Unmasked Estep 
Score: -22219234.000000 Penalty: 6113.874023
	Iteration 26Q: 3 clusters Score -2.221923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 225095 members 
Entering Unmasked Estep 
Score: -22219246.000000 Penalty: 6113.874023
	Iteration 27Q: 3 clusters Score -2.221925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 225102 members 
Entering Unmasked Estep 
Score: -22219256.000000 Penalty: 6113.874023
	Iteration 28Q: 3 clusters Score -2.221926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 225104 members 
Entering Unmasked Estep 
Score: -22219266.000000 Penalty: 6113.874023
	Iteration 29Q: 3 clusters Score -2.221927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 225109 members 
Entering Unmasked Estep 
Score: -22219274.000000 Penalty: 6113.874023
	Iteration 30Q: 3 clusters Score -2.221927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 225111 members 
Entering Unmasked Estep 
Score: -22219288.000000 Penalty: 6113.874023
	Iteration 31Q: 3 clusters Score -2.221929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 225114 members 
Entering Unmasked Estep 
Score: -22219316.000000 Penalty: 6113.874023
	Iteration 32Q: 3 clusters Score -2.221932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 225121 members 
Entering Unmasked Estep 
Score: -22219318.000000 Penalty: 6113.874023
	Iteration 33Q: 3 clusters Score -2.221932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 225126 members 
Entering Unmasked Estep 
Score: -22219328.000000 Penalty: 6113.874023
	Iteration 34Q: 3 clusters Score -2.221933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 225131 members 
Entering Unmasked Estep 
Score: -22219330.000000 Penalty: 6113.874023
	Iteration 35Q: 3 clusters Score -2.221933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 225129 members 
Entering Unmasked Estep 
Score: -22219332.000000 Penalty: 6113.874023
	Iteration 36Q: 3 clusters Score -2.221933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 225130 members 
Entering Unmasked Estep 
Score: -22219326.000000 Penalty: 6113.874023
	Iteration 37Q: 3 clusters Score -2.221933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 225132 members 
Entering Unmasked Estep 
Score: -22219330.000000 Penalty: 6113.874023
	Iteration 38Q: 3 clusters Score -2.221933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 225136 members 
Entering Unmasked Estep 
Score: -22219328.000000 Penalty: 6113.874023
	Iteration 39Q: 3 clusters Score -2.221933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 225138 members 
Entering Unmasked Estep 
Score: -22219324.000000 Penalty: 6113.874023
	Iteration 40F: 3 clusters Score -2.221932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 225142 members 
Entering Unmasked Estep 
Score: -22219330.000000 Penalty: 6113.874023
	Iteration 41Q: 3 clusters Score -2.221933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 225142 members 
Entering Unmasked Estep 
Score: -22219332.000000 Penalty: 6113.874023
	Iteration 42Q: 3 clusters Score -2.221933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 225144 members 
Entering Unmasked Estep 
Score: -22219340.000000 Penalty: 6113.874023
	Iteration 43Q: 3 clusters Score -2.221934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 225146 members 
Entering Unmasked Estep 
Score: -22219342.000000 Penalty: 6113.874023
	Iteration 44Q: 3 clusters Score -2.221934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 225145 members 
Entering Unmasked Estep 
Score: -22219332.000000 Penalty: 6113.874023
	Iteration 45Q: 3 clusters Score -2.221933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 225145 members 
Entering Unmasked Estep 
Score: -22219332.000000 Penalty: 6113.874023
	Iteration 46F: 3 clusters Score -2.221933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101086 members 
Entering Unmasked Estep 
Score: -9971976.000000 Penalty: 2857.884277
	Iteration 0F: 2 clusters Score -9971976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -9904207.000000 Penalty: 5715.768555
	Iteration 0F: 3 clusters Score -9904207 nChanged 47814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -9931395.000000 Penalty: 5715.768555
	Iteration 1F: 3 clusters Score -9931395 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -9932322.000000 Penalty: 5715.768555
	Iteration 2Q: 3 clusters Score -9932322 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -9933609.000000 Penalty: 5715.768555
	Iteration 3Q: 3 clusters Score -9933609 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -9935331.000000 Penalty: 5715.768555
	Iteration 4Q: 3 clusters Score -9935331 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -9937702.000000 Penalty: 5715.768555
	Iteration 5Q: 3 clusters Score -9937702 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -9941005.000000 Penalty: 5715.768555
	Iteration 6F: 3 clusters Score -9941005 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -9945166.000000 Penalty: 5715.768555
	Iteration 7F: 3 clusters Score -9945166 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 74767 members 
Entering Unmasked Estep 
Score: -9950017.000000 Penalty: 5715.768555
	Iteration 8F: 3 clusters Score -9950017 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 80779 members 
Entering Unmasked Estep 
Score: -9955069.000000 Penalty: 5715.768555
	Iteration 9F: 3 clusters Score -9955069 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 86487 members 
Entering Unmasked Estep 
Score: -9959688.000000 Penalty: 5715.768555
	Iteration 10F: 3 clusters Score -9959688 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 91204 members 
Entering Unmasked Estep 
Score: -9963332.000000 Penalty: 5715.768555
	Iteration 11Q: 3 clusters Score -9963332 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 94672 members 
Entering Unmasked Estep 
Score: -9965798.000000 Penalty: 5715.768555
	Iteration 12Q: 3 clusters Score -9965798 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 96861 members 
Entering Unmasked Estep 
Score: -9967266.000000 Penalty: 5715.768555
	Iteration 13Q: 3 clusters Score -9967266 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 98250 members 
Entering Unmasked Estep 
Score: -9968168.000000 Penalty: 5715.768555
	Iteration 14Q: 3 clusters Score -9968168 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 99054 members 
Entering Unmasked Estep 
Score: -9968671.000000 Penalty: 5715.768555
	Iteration 15Q: 3 clusters Score -9968671 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 99506 members 
Entering Unmasked Estep 
Score: -9968980.000000 Penalty: 5715.768555
	Iteration 16Q: 3 clusters Score -9968980 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 99770 members 
Entering Unmasked Estep 
Score: -9969180.000000 Penalty: 5715.768555
	Iteration 17Q: 3 clusters Score -9969180 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 99935 members 
Entering Unmasked Estep 
Score: -9969288.000000 Penalty: 5715.768555
	Iteration 18Q: 3 clusters Score -9969288 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 100041 members 
Entering Unmasked Estep 
Score: -9969362.000000 Penalty: 5715.768555
	Iteration 19Q: 3 clusters Score -9969362 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 100115 members 
Entering Unmasked Estep 
Score: -9969417.000000 Penalty: 5715.768555
	Iteration 20F: 3 clusters Score -9969417 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 100172 members 
Entering Unmasked Estep 
Score: -9969457.000000 Penalty: 5715.768555
	Iteration 21Q: 3 clusters Score -9969457 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 100222 members 
Entering Unmasked Estep 
Score: -9969466.000000 Penalty: 5715.768555
	Iteration 22Q: 3 clusters Score -9969466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 100259 members 
Entering Unmasked Estep 
Score: -9969510.000000 Penalty: 5715.768555
	Iteration 23Q: 3 clusters Score -9969510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 100285 members 
Entering Unmasked Estep 
Score: -9969520.000000 Penalty: 5715.768555
	Iteration 24Q: 3 clusters Score -9969520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 100309 members 
Entering Unmasked Estep 
Score: -9969547.000000 Penalty: 5715.768555
	Iteration 25Q: 3 clusters Score -9969547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 100328 members 
Entering Unmasked Estep 
Score: -9969559.000000 Penalty: 5715.768555
	Iteration 26Q: 3 clusters Score -9969559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 100340 members 
Entering Unmasked Estep 
Score: -9969570.000000 Penalty: 5715.768555
	Iteration 27Q: 3 clusters Score -9969570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 100356 members 
Entering Unmasked Estep 
Score: -9969579.000000 Penalty: 5715.768555
	Iteration 28Q: 3 clusters Score -9969579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 100366 members 
Entering Unmasked Estep 
Score: -9969574.000000 Penalty: 5715.768555
	Iteration 29Q: 3 clusters Score -9969574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 100372 members 
Entering Unmasked Estep 
Score: -9969591.000000 Penalty: 5715.768555
	Iteration 30Q: 3 clusters Score -9969591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 100382 members 
Entering Unmasked Estep 
Score: -9969594.000000 Penalty: 5715.768555
	Iteration 31Q: 3 clusters Score -9969594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 100391 members 
Entering Unmasked Estep 
Score: -9969601.000000 Penalty: 5715.768555
	Iteration 32Q: 3 clusters Score -9969601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 100396 members 
Entering Unmasked Estep 
Score: -9969602.000000 Penalty: 5715.768555
	Iteration 33Q: 3 clusters Score -9969602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 100399 members 
Entering Unmasked Estep 
Score: -9969607.000000 Penalty: 5715.768555
	Iteration 34Q: 3 clusters Score -9969607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 100405 members 
Entering Unmasked Estep 
Score: -9969605.000000 Penalty: 5715.768555
	Iteration 35Q: 3 clusters Score -9969605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 100411 members 
Entering Unmasked Estep 
Score: -9969604.000000 Penalty: 5715.768555
	Iteration 36Q: 3 clusters Score -9969604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 100418 members 
Entering Unmasked Estep 
Score: -9969608.000000 Penalty: 5715.768555
	Iteration 37Q: 3 clusters Score -9969608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -9969606.000000 Penalty: 5715.768555
	Iteration 38Q: 3 clusters Score -9969606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 100428 members 
Entering Unmasked Estep 
Score: -9969615.000000 Penalty: 5715.768555
	Iteration 39Q: 3 clusters Score -9969615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 100432 members 
Entering Unmasked Estep 
Score: -9969622.000000 Penalty: 5715.768555
	Iteration 40F: 3 clusters Score -9969622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 100436 members 
Entering Unmasked Estep 
Score: -9969626.000000 Penalty: 5715.768555
	Iteration 41Q: 3 clusters Score -9969626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 100437 members 
Entering Unmasked Estep 
Score: -9969625.000000 Penalty: 5715.768555
	Iteration 42Q: 3 clusters Score -9969625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 100437 members 
Entering Unmasked Estep 
Score: -9969625.000000 Penalty: 5715.768555
	Iteration 43F: 3 clusters Score -9969625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Entering Unmasked Estep 
Score: -1180579.875000 Penalty: 2343.460205
	Iteration 0F: 2 clusters Score -1180580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1171165.875000 Penalty: 4686.920410
	Iteration 0F: 3 clusters Score -1171166 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1174128.750000 Penalty: 4686.920410
	Iteration 1F: 3 clusters Score -1174129 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1174475.375000 Penalty: 4686.920410
	Iteration 2F: 3 clusters Score -1174475 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1174751.625000 Penalty: 4686.920410
	Iteration 3F: 3 clusters Score -1174752 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1175046.375000 Penalty: 4686.920410
	Iteration 4Q: 3 clusters Score -1175046 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1175329.500000 Penalty: 4686.920410
	Iteration 5Q: 3 clusters Score -1175330 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1175623.750000 Penalty: 4686.920410
	Iteration 6Q: 3 clusters Score -1175624 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1175962.500000 Penalty: 4686.920410
	Iteration 7Q: 3 clusters Score -1175962 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1176359.500000 Penalty: 4686.920410
	Iteration 8Q: 3 clusters Score -1176360 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1176799.250000 Penalty: 4686.920410
	Iteration 9Q: 3 clusters Score -1176799 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1177291.375000 Penalty: 4686.920410
	Iteration 10Q: 3 clusters Score -1177291 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1177837.125000 Penalty: 4686.920410
	Iteration 11Q: 3 clusters Score -1177837 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1178315.500000 Penalty: 4686.920410
	Iteration 12Q: 3 clusters Score -1178316 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1178783.750000 Penalty: 4686.920410
	Iteration 13Q: 3 clusters Score -1178784 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1179176.125000 Penalty: 4686.920410
	Iteration 14Q: 3 clusters Score -1179176 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1179473.000000 Penalty: 4686.920410
	Iteration 15Q: 3 clusters Score -1179473 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1179654.375000 Penalty: 4686.920410
	Iteration 16Q: 3 clusters Score -1179654 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1179748.500000 Penalty: 4686.920410
	Iteration 17Q: 3 clusters Score -1179748 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1179794.375000 Penalty: 4686.920410
	Iteration 18Q: 3 clusters Score -1179794 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1179838.375000 Penalty: 4686.920410
	Iteration 19Q: 3 clusters Score -1179838 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1179869.375000 Penalty: 4686.920410
	Iteration 20F: 3 clusters Score -1179869 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1179890.750000 Penalty: 4686.920410
	Iteration 21Q: 3 clusters Score -1179891 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1179908.625000 Penalty: 4686.920410
	Iteration 22Q: 3 clusters Score -1179909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1179916.500000 Penalty: 4686.920410
	Iteration 23Q: 3 clusters Score -1179916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1179926.250000 Penalty: 4686.920410
	Iteration 24Q: 3 clusters Score -1179926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1179934.125000 Penalty: 4686.920410
	Iteration 25Q: 3 clusters Score -1179934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1179938.000000 Penalty: 4686.920410
	Iteration 26Q: 3 clusters Score -1179938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1179942.750000 Penalty: 4686.920410
	Iteration 27Q: 3 clusters Score -1179943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1179943.000000 Penalty: 4686.920410
	Iteration 28Q: 3 clusters Score -1179943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1179950.375000 Penalty: 4686.920410
	Iteration 29Q: 3 clusters Score -1179950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1179957.000000 Penalty: 4686.920410
	Iteration 30Q: 3 clusters Score -1179957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1179961.125000 Penalty: 4686.920410
	Iteration 31Q: 3 clusters Score -1179961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1179970.000000 Penalty: 4686.920410
	Iteration 32Q: 3 clusters Score -1179970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1179971.875000 Penalty: 4686.920410
	Iteration 33Q: 3 clusters Score -1179972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1179977.875000 Penalty: 4686.920410
	Iteration 34Q: 3 clusters Score -1179978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1179984.250000 Penalty: 4686.920410
	Iteration 35Q: 3 clusters Score -1179984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1179986.250000 Penalty: 4686.920410
	Iteration 36Q: 3 clusters Score -1179986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1179989.125000 Penalty: 4686.920410
	Iteration 37Q: 3 clusters Score -1179989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1179993.375000 Penalty: 4686.920410
	Iteration 38Q: 3 clusters Score -1179993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1179991.375000 Penalty: 4686.920410
	Iteration 39Q: 3 clusters Score -1179991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1179990.500000 Penalty: 4686.920410
	Iteration 40F: 3 clusters Score -1179990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1179990.125000 Penalty: 4686.920410
	Iteration 41Q: 3 clusters Score -1179990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1179991.625000 Penalty: 4686.920410
	Iteration 42Q: 3 clusters Score -1179992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1179991.750000 Penalty: 4686.920410
	Iteration 43Q: 3 clusters Score -1179992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1179990.875000 Penalty: 4686.920410
	Iteration 44Q: 3 clusters Score -1179991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1179992.000000 Penalty: 4686.920410
	Iteration 45Q: 3 clusters Score -1179992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1179992.000000 Penalty: 4686.920410
	Iteration 46F: 3 clusters Score -1179992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (222181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222181 members 
Entering Unmasked Estep 
Score: -21853914.000000 Penalty: 3053.189453
	Iteration 0F: 2 clusters Score -2.185391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111237 members 
Mstep: Class 2 contains 110944 members 
Entering Unmasked Estep 
Score: -21706604.000000 Penalty: 6106.378906
	Iteration 0F: 3 clusters Score -2.17066e+07 nChanged 106949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114464 members 
Mstep: Class 2 contains 107717 members 
Entering Unmasked Estep 
Score: -21769656.000000 Penalty: 6106.378906
	Iteration 1F: 3 clusters Score -2.176966e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116842 members 
Mstep: Class 2 contains 105339 members 
Entering Unmasked Estep 
Score: -21770848.000000 Penalty: 6106.378906
	Iteration 2Q: 3 clusters Score -2.177085e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120693 members 
Mstep: Class 2 contains 101488 members 
Entering Unmasked Estep 
Score: -21772520.000000 Penalty: 6106.378906
	Iteration 3Q: 3 clusters Score -2.177252e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126783 members 
Mstep: Class 2 contains 95398 members 
Entering Unmasked Estep 
Score: -21775746.000000 Penalty: 6106.378906
	Iteration 4Q: 3 clusters Score -2.177575e+07 nChanged 11664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136077 members 
Mstep: Class 2 contains 86104 members 
Entering Unmasked Estep 
Score: -21781636.000000 Penalty: 6106.378906
	Iteration 5F: 3 clusters Score -2.178164e+07 nChanged 15105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149036 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -21790830.000000 Penalty: 6106.378906
	Iteration 6F: 3 clusters Score -2.179083e+07 nChanged 17439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164983 members 
Mstep: Class 2 contains 57198 members 
Entering Unmasked Estep 
Score: -21804000.000000 Penalty: 6106.378906
	Iteration 7F: 3 clusters Score -2.1804e+07 nChanged 17567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181678 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -21818026.000000 Penalty: 6106.378906
	Iteration 8F: 3 clusters Score -2.181803e+07 nChanged 14917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196215 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -21829796.000000 Penalty: 6106.378906
	Iteration 9F: 3 clusters Score -2.18298e+07 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207032 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -21838786.000000 Penalty: 6106.378906
	Iteration 10Q: 3 clusters Score -2.183879e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214092 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -21844698.000000 Penalty: 6106.378906
	Iteration 11Q: 3 clusters Score -2.18447e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218139 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -21848188.000000 Penalty: 6106.378906
	Iteration 12Q: 3 clusters Score -2.184819e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220176 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -21849844.000000 Penalty: 6106.378906
	Iteration 13Q: 3 clusters Score -2.184984e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221032 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -21850626.000000 Penalty: 6106.378906
	Iteration 14Q: 3 clusters Score -2.185063e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221353 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -21850980.000000 Penalty: 6106.378906
	Iteration 15Q: 3 clusters Score -2.185098e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221487 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -21851158.000000 Penalty: 6106.378906
	Iteration 16Q: 3 clusters Score -2.185116e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221520 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -21851266.000000 Penalty: 6106.378906
	Iteration 17Q: 3 clusters Score -2.185127e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221544 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -21851292.000000 Penalty: 6106.378906
	Iteration 18Q: 3 clusters Score -2.185129e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221560 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -21851344.000000 Penalty: 6106.378906
	Iteration 19Q: 3 clusters Score -2.185134e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221573 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -21851402.000000 Penalty: 6106.378906
	Iteration 20F: 3 clusters Score -2.18514e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221585 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -21851434.000000 Penalty: 6106.378906
	Iteration 21Q: 3 clusters Score -2.185143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221599 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -21851448.000000 Penalty: 6106.378906
	Iteration 22Q: 3 clusters Score -2.185145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221604 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -21851454.000000 Penalty: 6106.378906
	Iteration 23Q: 3 clusters Score -2.185145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221610 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -21851450.000000 Penalty: 6106.378906
	Iteration 24Q: 3 clusters Score -2.185145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221612 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -21851480.000000 Penalty: 6106.378906
	Iteration 25Q: 3 clusters Score -2.185148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221612 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -21851488.000000 Penalty: 6106.378906
	Iteration 26Q: 3 clusters Score -2.185149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221615 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -21851502.000000 Penalty: 6106.378906
	Iteration 27Q: 3 clusters Score -2.18515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221617 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -21851486.000000 Penalty: 6106.378906
	Iteration 28Q: 3 clusters Score -2.185149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221621 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -21851498.000000 Penalty: 6106.378906
	Iteration 29Q: 3 clusters Score -2.18515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221624 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -21851510.000000 Penalty: 6106.378906
	Iteration 30Q: 3 clusters Score -2.185151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221624 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -21851508.000000 Penalty: 6106.378906
	Iteration 31Q: 3 clusters Score -2.185151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221626 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -21851536.000000 Penalty: 6106.378906
	Iteration 32Q: 3 clusters Score -2.185154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221627 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -21851542.000000 Penalty: 6106.378906
	Iteration 33Q: 3 clusters Score -2.185154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221628 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -21851542.000000 Penalty: 6106.378906
	Iteration 34Q: 3 clusters Score -2.185154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221627 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -21851542.000000 Penalty: 6106.378906
	Iteration 35Q: 3 clusters Score -2.185154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221627 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -21851542.000000 Penalty: 6106.378906
	Iteration 36F: 3 clusters Score -2.185154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Entering Unmasked Estep 
Score: -3708027.750000 Penalty: 2614.303223
	Iteration 0F: 2 clusters Score -3708028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -3682486.500000 Penalty: 5228.606445
	Iteration 0F: 3 clusters Score -3682486 nChanged 17148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3691788.250000 Penalty: 5228.606445
	Iteration 1F: 3 clusters Score -3691788 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -3692217.000000 Penalty: 5228.606445
	Iteration 2Q: 3 clusters Score -3692217 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -3692566.500000 Penalty: 5228.606445
	Iteration 3Q: 3 clusters Score -3692566 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -3692852.250000 Penalty: 5228.606445
	Iteration 4Q: 3 clusters Score -3692852 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -3693147.000000 Penalty: 5228.606445
	Iteration 5Q: 3 clusters Score -3693147 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -3693439.750000 Penalty: 5228.606445
	Iteration 6Q: 3 clusters Score -3693440 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3693833.500000 Penalty: 5228.606445
	Iteration 7Q: 3 clusters Score -3693834 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -3694400.500000 Penalty: 5228.606445
	Iteration 8Q: 3 clusters Score -3694400 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3695261.000000 Penalty: 5228.606445
	Iteration 9Q: 3 clusters Score -3695261 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3696569.750000 Penalty: 5228.606445
	Iteration 10F: 3 clusters Score -3696570 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -3698257.000000 Penalty: 5228.606445
	Iteration 11F: 3 clusters Score -3698257 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3700098.500000 Penalty: 5228.606445
	Iteration 12F: 3 clusters Score -3700098 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -3701851.500000 Penalty: 5228.606445
	Iteration 13F: 3 clusters Score -3701852 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -3703327.250000 Penalty: 5228.606445
	Iteration 14Q: 3 clusters Score -3703327 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -3704335.250000 Penalty: 5228.606445
	Iteration 15Q: 3 clusters Score -3704335 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -3704921.250000 Penalty: 5228.606445
	Iteration 16Q: 3 clusters Score -3704921 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -3705220.000000 Penalty: 5228.606445
	Iteration 17Q: 3 clusters Score -3705220 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -3705414.500000 Penalty: 5228.606445
	Iteration 18Q: 3 clusters Score -3705414 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -3705524.750000 Penalty: 5228.606445
	Iteration 19Q: 3 clusters Score -3705525 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -3705587.500000 Penalty: 5228.606445
	Iteration 20F: 3 clusters Score -3705588 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -3705642.500000 Penalty: 5228.606445
	Iteration 21Q: 3 clusters Score -3705642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -3705670.750000 Penalty: 5228.606445
	Iteration 22Q: 3 clusters Score -3705671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -3705679.750000 Penalty: 5228.606445
	Iteration 23Q: 3 clusters Score -3705680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -3705717.000000 Penalty: 5228.606445
	Iteration 24Q: 3 clusters Score -3705717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -3705733.500000 Penalty: 5228.606445
	Iteration 25Q: 3 clusters Score -3705734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -3705747.000000 Penalty: 5228.606445
	Iteration 26Q: 3 clusters Score -3705747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -3705758.000000 Penalty: 5228.606445
	Iteration 27Q: 3 clusters Score -3705758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -3705759.250000 Penalty: 5228.606445
	Iteration 28Q: 3 clusters Score -3705759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -3705764.250000 Penalty: 5228.606445
	Iteration 29Q: 3 clusters Score -3705764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -3705765.250000 Penalty: 5228.606445
	Iteration 30Q: 3 clusters Score -3705765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -3705769.250000 Penalty: 5228.606445
	Iteration 31Q: 3 clusters Score -3705769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -3705769.250000 Penalty: 5228.606445
	Iteration 32F: 3 clusters Score -3705769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Entering Unmasked Estep 
Score: -1460679.625000 Penalty: 2390.488281
	Iteration 0F: 2 clusters Score -1460680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1449620.750000 Penalty: 4780.976562
	Iteration 0F: 3 clusters Score -1449621 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1453114.625000 Penalty: 4780.976562
	Iteration 1F: 3 clusters Score -1453115 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1453494.750000 Penalty: 4780.976562
	Iteration 2F: 3 clusters Score -1453495 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1453817.625000 Penalty: 4780.976562
	Iteration 3F: 3 clusters Score -1453818 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1454106.000000 Penalty: 4780.976562
	Iteration 4Q: 3 clusters Score -1454106 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1454395.750000 Penalty: 4780.976562
	Iteration 5Q: 3 clusters Score -1454396 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1454676.375000 Penalty: 4780.976562
	Iteration 6Q: 3 clusters Score -1454676 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1455000.875000 Penalty: 4780.976562
	Iteration 7Q: 3 clusters Score -1455001 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1455356.125000 Penalty: 4780.976562
	Iteration 8Q: 3 clusters Score -1455356 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1455691.125000 Penalty: 4780.976562
	Iteration 9Q: 3 clusters Score -1455691 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1456029.750000 Penalty: 4780.976562
	Iteration 10Q: 3 clusters Score -1456030 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1456394.750000 Penalty: 4780.976562
	Iteration 11Q: 3 clusters Score -1456395 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1456762.875000 Penalty: 4780.976562
	Iteration 12Q: 3 clusters Score -1456763 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1457106.125000 Penalty: 4780.976562
	Iteration 13Q: 3 clusters Score -1457106 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1457413.375000 Penalty: 4780.976562
	Iteration 14Q: 3 clusters Score -1457413 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1457684.000000 Penalty: 4780.976562
	Iteration 15Q: 3 clusters Score -1457684 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1457915.000000 Penalty: 4780.976562
	Iteration 16Q: 3 clusters Score -1457915 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1458104.125000 Penalty: 4780.976562
	Iteration 17Q: 3 clusters Score -1458104 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1458234.500000 Penalty: 4780.976562
	Iteration 18Q: 3 clusters Score -1458234 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1458364.500000 Penalty: 4780.976562
	Iteration 19Q: 3 clusters Score -1458364 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1458478.000000 Penalty: 4780.976562
	Iteration 20F: 3 clusters Score -1458478 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1458554.500000 Penalty: 4780.976562
	Iteration 21Q: 3 clusters Score -1458554 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1458596.250000 Penalty: 4780.976562
	Iteration 22Q: 3 clusters Score -1458596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1458629.250000 Penalty: 4780.976562
	Iteration 23Q: 3 clusters Score -1458629 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1458656.250000 Penalty: 4780.976562
	Iteration 24Q: 3 clusters Score -1458656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1458673.875000 Penalty: 4780.976562
	Iteration 25Q: 3 clusters Score -1458674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1458690.625000 Penalty: 4780.976562
	Iteration 26Q: 3 clusters Score -1458691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1458703.125000 Penalty: 4780.976562
	Iteration 27Q: 3 clusters Score -1458703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1458709.000000 Penalty: 4780.976562
	Iteration 28Q: 3 clusters Score -1458709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1458714.875000 Penalty: 4780.976562
	Iteration 29Q: 3 clusters Score -1458715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1458718.750000 Penalty: 4780.976562
	Iteration 30Q: 3 clusters Score -1458719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1458722.625000 Penalty: 4780.976562
	Iteration 31Q: 3 clusters Score -1458723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1458728.625000 Penalty: 4780.976562
	Iteration 32Q: 3 clusters Score -1458729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1458731.375000 Penalty: 4780.976562
	Iteration 33Q: 3 clusters Score -1458731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1458734.750000 Penalty: 4780.976562
	Iteration 34Q: 3 clusters Score -1458735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1458740.250000 Penalty: 4780.976562
	Iteration 35Q: 3 clusters Score -1458740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1458742.000000 Penalty: 4780.976562
	Iteration 36Q: 3 clusters Score -1458742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1458742.625000 Penalty: 4780.976562
	Iteration 37Q: 3 clusters Score -1458743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1458743.625000 Penalty: 4780.976562
	Iteration 38Q: 3 clusters Score -1458744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1458744.250000 Penalty: 4780.976562
	Iteration 39Q: 3 clusters Score -1458744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1458745.500000 Penalty: 4780.976562
	Iteration 40F: 3 clusters Score -1458746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1458747.500000 Penalty: 4780.976562
	Iteration 41Q: 3 clusters Score -1458748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1458753.000000 Penalty: 4780.976562
	Iteration 42Q: 3 clusters Score -1458753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1458753.625000 Penalty: 4780.976562
	Iteration 43Q: 3 clusters Score -1458754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1458755.125000 Penalty: 4780.976562
	Iteration 44Q: 3 clusters Score -1458755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1458753.375000 Penalty: 4780.976562
	Iteration 45Q: 3 clusters Score -1458753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1458754.750000 Penalty: 4780.976562
	Iteration 46Q: 3 clusters Score -1458755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1458755.875000 Penalty: 4780.976562
	Iteration 47Q: 3 clusters Score -1458756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1458756.500000 Penalty: 4780.976562
	Iteration 48Q: 3 clusters Score -1458756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1458756.125000 Penalty: 4780.976562
	Iteration 49Q: 3 clusters Score -1458756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1458757.750000 Penalty: 4780.976562
	Iteration 50Q: 3 clusters Score -1458758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1458757.875000 Penalty: 4780.976562
	Iteration 51Q: 3 clusters Score -1458758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1458757.625000 Penalty: 4780.976562
	Iteration 52Q: 3 clusters Score -1458758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1458757.625000 Penalty: 4780.976562
	Iteration 53F: 3 clusters Score -1458758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Entering Unmasked Estep 
Score: -468891.625000 Penalty: 2132.083984
	Iteration 0F: 2 clusters Score -468891.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -464149.531250 Penalty: 4264.167969
	Iteration 0F: 3 clusters Score -464149.5 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -465459.000000 Penalty: 4264.167969
	Iteration 1F: 3 clusters Score -465459 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -465784.000000 Penalty: 4264.167969
	Iteration 2F: 3 clusters Score -465784 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -466081.593750 Penalty: 4264.167969
	Iteration 3F: 3 clusters Score -466081.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -466407.687500 Penalty: 4264.167969
	Iteration 4F: 3 clusters Score -466407.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -466716.937500 Penalty: 4264.167969
	Iteration 5F: 3 clusters Score -466716.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -466956.687500 Penalty: 4264.167969
	Iteration 6F: 3 clusters Score -466956.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -467178.656250 Penalty: 4264.167969
	Iteration 7Q: 3 clusters Score -467178.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -467376.875000 Penalty: 4264.167969
	Iteration 8Q: 3 clusters Score -467376.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -467555.625000 Penalty: 4264.167969
	Iteration 9Q: 3 clusters Score -467555.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -467704.875000 Penalty: 4264.167969
	Iteration 10Q: 3 clusters Score -467704.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -467818.187500 Penalty: 4264.167969
	Iteration 11Q: 3 clusters Score -467818.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -467902.750000 Penalty: 4264.167969
	Iteration 12Q: 3 clusters Score -467902.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -468001.500000 Penalty: 4264.167969
	Iteration 13Q: 3 clusters Score -468001.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -468096.906250 Penalty: 4264.167969
	Iteration 14Q: 3 clusters Score -468096.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -468179.062500 Penalty: 4264.167969
	Iteration 15Q: 3 clusters Score -468179.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -468290.781250 Penalty: 4264.167969
	Iteration 16Q: 3 clusters Score -468290.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -468350.562500 Penalty: 4264.167969
	Iteration 17Q: 3 clusters Score -468350.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -468389.031250 Penalty: 4264.167969
	Iteration 18Q: 3 clusters Score -468389 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -468407.593750 Penalty: 4264.167969
	Iteration 19Q: 3 clusters Score -468407.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -468414.000000 Penalty: 4264.167969
	Iteration 20F: 3 clusters Score -468414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -468417.656250 Penalty: 4264.167969
	Iteration 21Q: 3 clusters Score -468417.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -468423.500000 Penalty: 4264.167969
	Iteration 22Q: 3 clusters Score -468423.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -468426.687500 Penalty: 4264.167969
	Iteration 23Q: 3 clusters Score -468426.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -468430.218750 Penalty: 4264.167969
	Iteration 24Q: 3 clusters Score -468430.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -468431.500000 Penalty: 4264.167969
	Iteration 25Q: 3 clusters Score -468431.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -468433.125000 Penalty: 4264.167969
	Iteration 26Q: 3 clusters Score -468433.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -468435.218750 Penalty: 4264.167969
	Iteration 27Q: 3 clusters Score -468435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -468435.187500 Penalty: 4264.167969
	Iteration 28Q: 3 clusters Score -468435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -468434.593750 Penalty: 4264.167969
	Iteration 29Q: 3 clusters Score -468434.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -468436.156250 Penalty: 4264.167969
	Iteration 30Q: 3 clusters Score -468436.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -468437.875000 Penalty: 4264.167969
	Iteration 31Q: 3 clusters Score -468437.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -468438.812500 Penalty: 4264.167969
	Iteration 32Q: 3 clusters Score -468438.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -468438.875000 Penalty: 4264.167969
	Iteration 33Q: 3 clusters Score -468438.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -468438.875000 Penalty: 4264.167969
	Iteration 34F: 3 clusters Score -468438.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Entering Unmasked Estep 
Score: -2146782.000000 Penalty: 2501.497559
	Iteration 0F: 2 clusters Score -2146782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2130125.500000 Penalty: 5002.995117
	Iteration 0F: 3 clusters Score -2130126 nChanged 10555
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2136107.750000 Penalty: 5002.995117
	Iteration 1F: 3 clusters Score -2136108 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2136878.250000 Penalty: 5002.995117
	Iteration 2F: 3 clusters Score -2136878 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2137739.250000 Penalty: 5002.995117
	Iteration 3F: 3 clusters Score -2137739 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2138720.750000 Penalty: 5002.995117
	Iteration 4F: 3 clusters Score -2138721 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2139771.500000 Penalty: 5002.995117
	Iteration 5F: 3 clusters Score -2139772 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2140730.000000 Penalty: 5002.995117
	Iteration 6F: 3 clusters Score -2140730 nChanged 1296
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Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2141503.750000 Penalty: 5002.995117
	Iteration 7F: 3 clusters Score -2141504 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2142049.500000 Penalty: 5002.995117
	Iteration 8Q: 3 clusters Score -2142050 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2142421.000000 Penalty: 5002.995117
	Iteration 9Q: 3 clusters Score -2142421 nChanged 684
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2142700.250000 Penalty: 5002.995117
	Iteration 10Q: 3 clusters Score -2142700 nChanged 561
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2142923.000000 Penalty: 5002.995117
	Iteration 11Q: 3 clusters Score -2142923 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2143129.000000 Penalty: 5002.995117
	Iteration 12Q: 3 clusters Score -2143129 nChanged 441
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Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2143294.250000 Penalty: 5002.995117
	Iteration 13Q: 3 clusters Score -2143294 nChanged 437
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2143432.750000 Penalty: 5002.995117
	Iteration 14Q: 3 clusters Score -2143433 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2143569.500000 Penalty: 5002.995117
	Iteration 15Q: 3 clusters Score -2143570 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2143673.500000 Penalty: 5002.995117
	Iteration 16Q: 3 clusters Score -2143674 nChanged 298
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2143759.000000 Penalty: 5002.995117
	Iteration 17Q: 3 clusters Score -2143759 nChanged 261
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Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2143837.250000 Penalty: 5002.995117
	Iteration 18Q: 3 clusters Score -2143837 nChanged 226
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Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2143885.500000 Penalty: 5002.995117
	Iteration 19Q: 3 clusters Score -2143886 nChanged 174
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Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2143928.500000 Penalty: 5002.995117
	Iteration 20F: 3 clusters Score -2143928 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2143935.750000 Penalty: 5002.995117
	Iteration 21Q: 3 clusters Score -2143936 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2143951 nChanged 87
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Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2143961.750000 Penalty: 5002.995117
	Iteration 23Q: 3 clusters Score -2143962 nChanged 82
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Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2143977 nChanged 86
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Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2143988.250000 Penalty: 5002.995117
	Iteration 25Q: 3 clusters Score -2143988 nChanged 95
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Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2143999.500000 Penalty: 5002.995117
	Iteration 26Q: 3 clusters Score -2144000 nChanged 77
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Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2144007 nChanged 74
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Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2144025.000000 Penalty: 5002.995117
	Iteration 28Q: 3 clusters Score -2144025 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2144027.750000 Penalty: 5002.995117
	Iteration 29Q: 3 clusters Score -2144028 nChanged 39
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Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2144040.250000 Penalty: 5002.995117
	Iteration 30Q: 3 clusters Score -2144040 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2144039.500000 Penalty: 5002.995117
	Iteration 31Q: 3 clusters Score -2144040 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2144033.500000 Penalty: 5002.995117
	Iteration 32Q: 3 clusters Score -2144034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2144038.000000 Penalty: 5002.995117
	Iteration 33Q: 3 clusters Score -2144038 nChanged 21
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Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2144039 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2144039 nChanged 20
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Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2144038 nChanged 19
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Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2144043.250000 Penalty: 5002.995117
	Iteration 37Q: 3 clusters Score -2144043 nChanged 25
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Entering Unmasked Estep 
Score: -2144045.500000 Penalty: 5002.995117
	Iteration 38Q: 3 clusters Score -2144046 nChanged 22
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Entering Unmasked Estep 
Score: -2144042.000000 Penalty: 5002.995117
	Iteration 39Q: 3 clusters Score -2144042 nChanged 20
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Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2144043.250000 Penalty: 5002.995117
	Iteration 40F: 3 clusters Score -2144043 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2144048.250000 Penalty: 5002.995117
	Iteration 41Q: 3 clusters Score -2144048 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2144049.000000 Penalty: 5002.995117
	Iteration 42Q: 3 clusters Score -2144049 nChanged 8
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Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2144049 nChanged 8
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2144049 nChanged 8
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Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2144051 nChanged 11
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2144052 nChanged 6
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Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2144053.500000 Penalty: 5002.995117
	Iteration 47Q: 3 clusters Score -2144054 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2144049 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2144051.500000 Penalty: 5002.995117
	Iteration 49Q: 3 clusters Score -2144052 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2144056.750000 Penalty: 5002.995117
	Iteration 50Q: 3 clusters Score -2144057 nChanged 3
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2144057 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2144058.000000 Penalty: 5002.995117
	Iteration 52Q: 3 clusters Score -2144058 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2144056.250000 Penalty: 5002.995117
	Iteration 53Q: 3 clusters Score -2144056 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2144051.500000 Penalty: 5002.995117
	Iteration 54Q: 3 clusters Score -2144052 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2144049 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2144048 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2144048 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2144048.500000 Penalty: 5002.995117
	Iteration 58Q: 3 clusters Score -2144048 nChanged 6
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Entering Unmasked Estep 
Score: -2144050.500000 Penalty: 5002.995117
	Iteration 59Q: 3 clusters Score -2144050 nChanged 8
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2144050 nChanged 8
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	Iteration 61Q: 3 clusters Score -2144056 nChanged 7
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Entering Unmasked Estep 
Score: -2144055.000000 Penalty: 5002.995117
	Iteration 62Q: 3 clusters Score -2144055 nChanged 6
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	Iteration 63Q: 3 clusters Score -2144056 nChanged 2
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2144060 nChanged 2
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	Iteration 65Q: 3 clusters Score -2144057 nChanged 4
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	Iteration 66Q: 3 clusters Score -2144058 nChanged 3
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Mstep: Class 2 contains 11822 members 
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	Iteration 67Q: 3 clusters Score -2144058 nChanged 4
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	Iteration 68Q: 3 clusters Score -2144058 nChanged 6
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	Iteration 69Q: 3 clusters Score -2144062 nChanged 4
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	Iteration 70Q: 3 clusters Score -2144061 nChanged 1
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	Iteration 71Q: 3 clusters Score -2144060 nChanged 2
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	Iteration 72Q: 3 clusters Score -2144060 nChanged 2
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	Iteration 73Q: 3 clusters Score -2144061 nChanged 4
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	Iteration 74Q: 3 clusters Score -2144062 nChanged 4
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	Iteration 75Q: 3 clusters Score -2144060 nChanged 4
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	Iteration 76Q: 3 clusters Score -2144061 nChanged 6
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	Iteration 77Q: 3 clusters Score -2144061 nChanged 9
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Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2144062 nChanged 9
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	Iteration 79Q: 3 clusters Score -2144064 nChanged 11
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2144065 nChanged 9
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Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2144070 nChanged 9
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	Iteration 82Q: 3 clusters Score -2144070 nChanged 5
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Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2144069 nChanged 6
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	Iteration 84Q: 3 clusters Score -2144070 nChanged 10
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	Iteration 85Q: 3 clusters Score -2144063 nChanged 10
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	Iteration 86Q: 3 clusters Score -2144066 nChanged 11
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	Iteration 87Q: 3 clusters Score -2144065 nChanged 7
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	Iteration 88Q: 3 clusters Score -2144063 nChanged 7
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	Iteration 89Q: 3 clusters Score -2144063 nChanged 7
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	Iteration 90Q: 3 clusters Score -2144066 nChanged 5
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	Iteration 91Q: 3 clusters Score -2144064 nChanged 5
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	Iteration 92Q: 3 clusters Score -2144063 nChanged 10
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	Iteration 93Q: 3 clusters Score -2144076 nChanged 2
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	Iteration 94Q: 3 clusters Score -2144074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2144071.000000 Penalty: 5002.995117
	Iteration 95Q: 3 clusters Score -2144071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2144070.250000 Penalty: 5002.995117
	Iteration 96Q: 3 clusters Score -2144070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2144069.250000 Penalty: 5002.995117
	Iteration 97Q: 3 clusters Score -2144069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2144069.250000 Penalty: 5002.995117
	Iteration 98F: 3 clusters Score -2144069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Entering Unmasked Estep 
Score: -1104867.250000 Penalty: 2325.883545
	Iteration 0F: 2 clusters Score -1104867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1096076.250000 Penalty: 4651.767090
	Iteration 0F: 3 clusters Score -1096076 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1098956.125000 Penalty: 4651.767090
	Iteration 1F: 3 clusters Score -1098956 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1099492.125000 Penalty: 4651.767090
	Iteration 2F: 3 clusters Score -1099492 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1099975.625000 Penalty: 4651.767090
	Iteration 3F: 3 clusters Score -1099976 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1100450.500000 Penalty: 4651.767090
	Iteration 4F: 3 clusters Score -1100450 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1100956.625000 Penalty: 4651.767090
	Iteration 5F: 3 clusters Score -1100957 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1101462.375000 Penalty: 4651.767090
	Iteration 6F: 3 clusters Score -1101462 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1101883.625000 Penalty: 4651.767090
	Iteration 7Q: 3 clusters Score -1101884 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1102194.125000 Penalty: 4651.767090
	Iteration 8Q: 3 clusters Score -1102194 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1102401.000000 Penalty: 4651.767090
	Iteration 9Q: 3 clusters Score -1102401 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1102548.250000 Penalty: 4651.767090
	Iteration 10Q: 3 clusters Score -1102548 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1102646.125000 Penalty: 4651.767090
	Iteration 11Q: 3 clusters Score -1102646 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1102718.500000 Penalty: 4651.767090
	Iteration 12Q: 3 clusters Score -1102718 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1102768.000000 Penalty: 4651.767090
	Iteration 13Q: 3 clusters Score -1102768 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1102813.625000 Penalty: 4651.767090
	Iteration 14Q: 3 clusters Score -1102814 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1102844.250000 Penalty: 4651.767090
	Iteration 15Q: 3 clusters Score -1102844 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1102866.750000 Penalty: 4651.767090
	Iteration 16Q: 3 clusters Score -1102867 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1102879.375000 Penalty: 4651.767090
	Iteration 17Q: 3 clusters Score -1102879 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1102899.250000 Penalty: 4651.767090
	Iteration 18Q: 3 clusters Score -1102899 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1102908.250000 Penalty: 4651.767090
	Iteration 19Q: 3 clusters Score -1102908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1102920.250000 Penalty: 4651.767090
	Iteration 20F: 3 clusters Score -1102920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1102932.875000 Penalty: 4651.767090
	Iteration 21Q: 3 clusters Score -1102933 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1102939.375000 Penalty: 4651.767090
	Iteration 22Q: 3 clusters Score -1102939 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1102948.750000 Penalty: 4651.767090
	Iteration 23Q: 3 clusters Score -1102949 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1102960.625000 Penalty: 4651.767090
	Iteration 24Q: 3 clusters Score -1102961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1102969.500000 Penalty: 4651.767090
	Iteration 25Q: 3 clusters Score -1102970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1102982.125000 Penalty: 4651.767090
	Iteration 26Q: 3 clusters Score -1102982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1102989.625000 Penalty: 4651.767090
	Iteration 27Q: 3 clusters Score -1102990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1102998.750000 Penalty: 4651.767090
	Iteration 28Q: 3 clusters Score -1102999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1103005.500000 Penalty: 4651.767090
	Iteration 29Q: 3 clusters Score -1103006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1103016.625000 Penalty: 4651.767090
	Iteration 30Q: 3 clusters Score -1103017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1103020.625000 Penalty: 4651.767090
	Iteration 31Q: 3 clusters Score -1103021 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1103031.375000 Penalty: 4651.767090
	Iteration 32Q: 3 clusters Score -1103031 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1103040.750000 Penalty: 4651.767090
	Iteration 33Q: 3 clusters Score -1103041 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1103051.875000 Penalty: 4651.767090
	Iteration 34Q: 3 clusters Score -1103052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1103065.375000 Penalty: 4651.767090
	Iteration 35Q: 3 clusters Score -1103065 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1103083.875000 Penalty: 4651.767090
	Iteration 36Q: 3 clusters Score -1103084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1103096.875000 Penalty: 4651.767090
	Iteration 37Q: 3 clusters Score -1103097 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1103112.000000 Penalty: 4651.767090
	Iteration 38Q: 3 clusters Score -1103112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1103120.125000 Penalty: 4651.767090
	Iteration 39Q: 3 clusters Score -1103120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1103128.375000 Penalty: 4651.767090
	Iteration 40F: 3 clusters Score -1103128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1103138.125000 Penalty: 4651.767090
	Iteration 41Q: 3 clusters Score -1103138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1103143.500000 Penalty: 4651.767090
	Iteration 42Q: 3 clusters Score -1103144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1103147.625000 Penalty: 4651.767090
	Iteration 43Q: 3 clusters Score -1103148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1103151.000000 Penalty: 4651.767090
	Iteration 44Q: 3 clusters Score -1103151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1103156.250000 Penalty: 4651.767090
	Iteration 45Q: 3 clusters Score -1103156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1103162.625000 Penalty: 4651.767090
	Iteration 46Q: 3 clusters Score -1103163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1103165.250000 Penalty: 4651.767090
	Iteration 47Q: 3 clusters Score -1103165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1103170.000000 Penalty: 4651.767090
	Iteration 48Q: 3 clusters Score -1103170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1103172.000000 Penalty: 4651.767090
	Iteration 49Q: 3 clusters Score -1103172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1103175.125000 Penalty: 4651.767090
	Iteration 50Q: 3 clusters Score -1103175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1103182.375000 Penalty: 4651.767090
	Iteration 51Q: 3 clusters Score -1103182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1103185.000000 Penalty: 4651.767090
	Iteration 52Q: 3 clusters Score -1103185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1103193.750000 Penalty: 4651.767090
	Iteration 53Q: 3 clusters Score -1103194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1103208.250000 Penalty: 4651.767090
	Iteration 54Q: 3 clusters Score -1103208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1103223.375000 Penalty: 4651.767090
	Iteration 55Q: 3 clusters Score -1103223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1103230.125000 Penalty: 4651.767090
	Iteration 56Q: 3 clusters Score -1103230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1103239.625000 Penalty: 4651.767090
	Iteration 57Q: 3 clusters Score -1103240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1103250.125000 Penalty: 4651.767090
	Iteration 58Q: 3 clusters Score -1103250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1103264.875000 Penalty: 4651.767090
	Iteration 59Q: 3 clusters Score -1103265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1103283.375000 Penalty: 4651.767090
	Iteration 60F: 3 clusters Score -1103283 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1103301.375000 Penalty: 4651.767090
	Iteration 61Q: 3 clusters Score -1103301 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1103314.375000 Penalty: 4651.767090
	Iteration 62Q: 3 clusters Score -1103314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1103330.750000 Penalty: 4651.767090
	Iteration 63Q: 3 clusters Score -1103331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1103335.750000 Penalty: 4651.767090
	Iteration 64Q: 3 clusters Score -1103336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1103341.500000 Penalty: 4651.767090
	Iteration 65Q: 3 clusters Score -1103342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1103345.625000 Penalty: 4651.767090
	Iteration 66Q: 3 clusters Score -1103346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1103357.750000 Penalty: 4651.767090
	Iteration 67Q: 3 clusters Score -1103358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1103366.875000 Penalty: 4651.767090
	Iteration 68Q: 3 clusters Score -1103367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1103374.750000 Penalty: 4651.767090
	Iteration 69Q: 3 clusters Score -1103375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1103380.750000 Penalty: 4651.767090
	Iteration 70Q: 3 clusters Score -1103381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1103390.500000 Penalty: 4651.767090
	Iteration 71Q: 3 clusters Score -1103390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1103401.125000 Penalty: 4651.767090
	Iteration 72Q: 3 clusters Score -1103401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1103412.500000 Penalty: 4651.767090
	Iteration 73Q: 3 clusters Score -1103412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1103418.000000 Penalty: 4651.767090
	Iteration 74Q: 3 clusters Score -1103418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1103420.750000 Penalty: 4651.767090
	Iteration 75Q: 3 clusters Score -1103421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1103425.625000 Penalty: 4651.767090
	Iteration 76Q: 3 clusters Score -1103426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1103429.875000 Penalty: 4651.767090
	Iteration 77Q: 3 clusters Score -1103430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1103432.625000 Penalty: 4651.767090
	Iteration 78Q: 3 clusters Score -1103433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1103434.250000 Penalty: 4651.767090
	Iteration 79Q: 3 clusters Score -1103434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1103436.000000 Penalty: 4651.767090
	Iteration 80F: 3 clusters Score -1103436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1103434.875000 Penalty: 4651.767090
	Iteration 81Q: 3 clusters Score -1103435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1103437.875000 Penalty: 4651.767090
	Iteration 82Q: 3 clusters Score -1103438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1103437.125000 Penalty: 4651.767090
	Iteration 83Q: 3 clusters Score -1103437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1103438.375000 Penalty: 4651.767090
	Iteration 84Q: 3 clusters Score -1103438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1103442.375000 Penalty: 4651.767090
	Iteration 85Q: 3 clusters Score -1103442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1103442.000000 Penalty: 4651.767090
	Iteration 86Q: 3 clusters Score -1103442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1103441.375000 Penalty: 4651.767090
	Iteration 87Q: 3 clusters Score -1103441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1103444.000000 Penalty: 4651.767090
	Iteration 88Q: 3 clusters Score -1103444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1103444.125000 Penalty: 4651.767090
	Iteration 89Q: 3 clusters Score -1103444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1103445.250000 Penalty: 4651.767090
	Iteration 90Q: 3 clusters Score -1103445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1103446.250000 Penalty: 4651.767090
	Iteration 91Q: 3 clusters Score -1103446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1103445.375000 Penalty: 4651.767090
	Iteration 92Q: 3 clusters Score -1103445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1103446.250000 Penalty: 4651.767090
	Iteration 93Q: 3 clusters Score -1103446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1103447.250000 Penalty: 4651.767090
	Iteration 94Q: 3 clusters Score -1103447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1103448.500000 Penalty: 4651.767090
	Iteration 95Q: 3 clusters Score -1103448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1103448.500000 Penalty: 4651.767090
	Iteration 96Q: 3 clusters Score -1103448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1103449.625000 Penalty: 4651.767090
	Iteration 97Q: 3 clusters Score -1103450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1103452.000000 Penalty: 4651.767090
	Iteration 98Q: 3 clusters Score -1103452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1103450.250000 Penalty: 4651.767090
	Iteration 99Q: 3 clusters Score -1103450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1103452.125000 Penalty: 4651.767090
	Iteration 100F: 3 clusters Score -1103452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1103453.000000 Penalty: 4651.767090
	Iteration 101Q: 3 clusters Score -1103453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1103456.125000 Penalty: 4651.767090
	Iteration 102Q: 3 clusters Score -1103456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1103458.375000 Penalty: 4651.767090
	Iteration 103Q: 3 clusters Score -1103458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1103458.875000 Penalty: 4651.767090
	Iteration 104Q: 3 clusters Score -1103459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1103459.750000 Penalty: 4651.767090
	Iteration 105Q: 3 clusters Score -1103460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1103460.000000 Penalty: 4651.767090
	Iteration 106Q: 3 clusters Score -1103460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1103464.375000 Penalty: 4651.767090
	Iteration 107Q: 3 clusters Score -1103464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1103466.875000 Penalty: 4651.767090
	Iteration 108Q: 3 clusters Score -1103467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1103467.625000 Penalty: 4651.767090
	Iteration 109Q: 3 clusters Score -1103468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1103468.875000 Penalty: 4651.767090
	Iteration 110Q: 3 clusters Score -1103469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1103469.875000 Penalty: 4651.767090
	Iteration 111Q: 3 clusters Score -1103470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1103470.375000 Penalty: 4651.767090
	Iteration 112Q: 3 clusters Score -1103470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1103469.875000 Penalty: 4651.767090
	Iteration 113Q: 3 clusters Score -1103470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1103470.000000 Penalty: 4651.767090
	Iteration 114Q: 3 clusters Score -1103470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1103470.000000 Penalty: 4651.767090
	Iteration 115F: 3 clusters Score -1103470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Entering Unmasked Estep 
Score: -1137109.250000 Penalty: 2330.966553
	Iteration 0F: 2 clusters Score -1137109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1128127.125000 Penalty: 4661.933105
	Iteration 0F: 3 clusters Score -1128127 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1131016.000000 Penalty: 4661.933105
	Iteration 1F: 3 clusters Score -1131016 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1131501.625000 Penalty: 4661.933105
	Iteration 2F: 3 clusters Score -1131502 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1132099.125000 Penalty: 4661.933105
	Iteration 3F: 3 clusters Score -1132099 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1132809.000000 Penalty: 4661.933105
	Iteration 4F: 3 clusters Score -1132809 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1133581.625000 Penalty: 4661.933105
	Iteration 5F: 3 clusters Score -1133582 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1134329.500000 Penalty: 4661.933105
	Iteration 6F: 3 clusters Score -1134330 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1134929.875000 Penalty: 4661.933105
	Iteration 7F: 3 clusters Score -1134930 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1135336.500000 Penalty: 4661.933105
	Iteration 8Q: 3 clusters Score -1135336 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1135632.375000 Penalty: 4661.933105
	Iteration 9Q: 3 clusters Score -1135632 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1135868.250000 Penalty: 4661.933105
	Iteration 10Q: 3 clusters Score -1135868 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1136046.500000 Penalty: 4661.933105
	Iteration 11Q: 3 clusters Score -1136046 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1136180.375000 Penalty: 4661.933105
	Iteration 12Q: 3 clusters Score -1136180 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1136262.250000 Penalty: 4661.933105
	Iteration 13Q: 3 clusters Score -1136262 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1136321.625000 Penalty: 4661.933105
	Iteration 14Q: 3 clusters Score -1136322 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1136364.500000 Penalty: 4661.933105
	Iteration 15Q: 3 clusters Score -1136364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1136391.875000 Penalty: 4661.933105
	Iteration 16Q: 3 clusters Score -1136392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1136411.000000 Penalty: 4661.933105
	Iteration 17Q: 3 clusters Score -1136411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1136422.000000 Penalty: 4661.933105
	Iteration 18Q: 3 clusters Score -1136422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1136431.875000 Penalty: 4661.933105
	Iteration 19Q: 3 clusters Score -1136432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1136434.750000 Penalty: 4661.933105
	Iteration 20F: 3 clusters Score -1136435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1136447.125000 Penalty: 4661.933105
	Iteration 21Q: 3 clusters Score -1136447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1136454.500000 Penalty: 4661.933105
	Iteration 22Q: 3 clusters Score -1136454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1136462.125000 Penalty: 4661.933105
	Iteration 23Q: 3 clusters Score -1136462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1136461.750000 Penalty: 4661.933105
	Iteration 24Q: 3 clusters Score -1136462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1136464.500000 Penalty: 4661.933105
	Iteration 25Q: 3 clusters Score -1136464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1136466.750000 Penalty: 4661.933105
	Iteration 26Q: 3 clusters Score -1136467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1136468.375000 Penalty: 4661.933105
	Iteration 27Q: 3 clusters Score -1136468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1136469.375000 Penalty: 4661.933105
	Iteration 28Q: 3 clusters Score -1136469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1136469.375000 Penalty: 4661.933105
	Iteration 29F: 3 clusters Score -1136469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Entering Unmasked Estep 
Score: -1091977.875000 Penalty: 2327.929199
	Iteration 0F: 2 clusters Score -1091978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1083064.750000 Penalty: 4655.858398
	Iteration 0F: 3 clusters Score -1083065 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1085691.375000 Penalty: 4655.858398
	Iteration 1F: 3 clusters Score -1085691 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1086061.500000 Penalty: 4655.858398
	Iteration 2F: 3 clusters Score -1086062 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1086361.750000 Penalty: 4655.858398
	Iteration 3F: 3 clusters Score -1086362 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1086649.375000 Penalty: 4655.858398
	Iteration 4Q: 3 clusters Score -1086649 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1086970.625000 Penalty: 4655.858398
	Iteration 5Q: 3 clusters Score -1086971 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1087316.625000 Penalty: 4655.858398
	Iteration 6Q: 3 clusters Score -1087317 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1087713.125000 Penalty: 4655.858398
	Iteration 7Q: 3 clusters Score -1087713 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1088158.500000 Penalty: 4655.858398
	Iteration 8Q: 3 clusters Score -1088158 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1088551.250000 Penalty: 4655.858398
	Iteration 9Q: 3 clusters Score -1088551 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1088891.125000 Penalty: 4655.858398
	Iteration 10Q: 3 clusters Score -1088891 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1089289.000000 Penalty: 4655.858398
	Iteration 11Q: 3 clusters Score -1089289 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1089696.000000 Penalty: 4655.858398
	Iteration 12Q: 3 clusters Score -1089696 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1090051.000000 Penalty: 4655.858398
	Iteration 13Q: 3 clusters Score -1090051 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1090290.000000 Penalty: 4655.858398
	Iteration 14Q: 3 clusters Score -1090290 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1090438.500000 Penalty: 4655.858398
	Iteration 15Q: 3 clusters Score -1090438 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1090558.875000 Penalty: 4655.858398
	Iteration 16Q: 3 clusters Score -1090559 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1090641.750000 Penalty: 4655.858398
	Iteration 17Q: 3 clusters Score -1090642 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1090688.500000 Penalty: 4655.858398
	Iteration 18Q: 3 clusters Score -1090688 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1090715.500000 Penalty: 4655.858398
	Iteration 19Q: 3 clusters Score -1090716 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1090738.500000 Penalty: 4655.858398
	Iteration 20F: 3 clusters Score -1090738 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1090750.000000 Penalty: 4655.858398
	Iteration 21Q: 3 clusters Score -1090750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1090763.875000 Penalty: 4655.858398
	Iteration 22Q: 3 clusters Score -1090764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1090772.000000 Penalty: 4655.858398
	Iteration 23Q: 3 clusters Score -1090772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1090782.500000 Penalty: 4655.858398
	Iteration 24Q: 3 clusters Score -1090782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1090789.000000 Penalty: 4655.858398
	Iteration 25Q: 3 clusters Score -1090789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1090791.875000 Penalty: 4655.858398
	Iteration 26Q: 3 clusters Score -1090792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1090794.500000 Penalty: 4655.858398
	Iteration 27Q: 3 clusters Score -1090794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1090802.000000 Penalty: 4655.858398
	Iteration 28Q: 3 clusters Score -1090802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1090805.000000 Penalty: 4655.858398
	Iteration 29Q: 3 clusters Score -1090805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1090808.875000 Penalty: 4655.858398
	Iteration 30Q: 3 clusters Score -1090809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1090813.000000 Penalty: 4655.858398
	Iteration 31Q: 3 clusters Score -1090813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1090818.250000 Penalty: 4655.858398
	Iteration 32Q: 3 clusters Score -1090818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1090819.250000 Penalty: 4655.858398
	Iteration 33Q: 3 clusters Score -1090819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1090819.500000 Penalty: 4655.858398
	Iteration 34Q: 3 clusters Score -1090820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1090821.125000 Penalty: 4655.858398
	Iteration 35Q: 3 clusters Score -1090821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1090822.875000 Penalty: 4655.858398
	Iteration 36Q: 3 clusters Score -1090823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1090821.000000 Penalty: 4655.858398
	Iteration 37Q: 3 clusters Score -1090821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1090821.500000 Penalty: 4655.858398
	Iteration 38Q: 3 clusters Score -1090822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1090822.625000 Penalty: 4655.858398
	Iteration 39Q: 3 clusters Score -1090823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1090824.625000 Penalty: 4655.858398
	Iteration 40F: 3 clusters Score -1090825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1090827.750000 Penalty: 4655.858398
	Iteration 41Q: 3 clusters Score -1090828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1090827.500000 Penalty: 4655.858398
	Iteration 42Q: 3 clusters Score -1090828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1090827.875000 Penalty: 4655.858398
	Iteration 43Q: 3 clusters Score -1090828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1090827.875000 Penalty: 4655.858398
	Iteration 44F: 3 clusters Score -1090828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Entering Unmasked Estep 
Score: -1478772.500000 Penalty: 2388.884033
	Iteration 0F: 2 clusters Score -1478772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1467764.375000 Penalty: 4777.768066
	Iteration 0F: 3 clusters Score -1467764 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1471309.625000 Penalty: 4777.768066
	Iteration 1F: 3 clusters Score -1471310 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1471654.000000 Penalty: 4777.768066
	Iteration 2F: 3 clusters Score -1471654 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1471923.250000 Penalty: 4777.768066
	Iteration 3Q: 3 clusters Score -1471923 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1472139.125000 Penalty: 4777.768066
	Iteration 4Q: 3 clusters Score -1472139 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1472312.500000 Penalty: 4777.768066
	Iteration 5Q: 3 clusters Score -1472312 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1472495.125000 Penalty: 4777.768066
	Iteration 6Q: 3 clusters Score -1472495 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1472702.125000 Penalty: 4777.768066
	Iteration 7Q: 3 clusters Score -1472702 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1472921.000000 Penalty: 4777.768066
	Iteration 8Q: 3 clusters Score -1472921 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1473212.000000 Penalty: 4777.768066
	Iteration 9Q: 3 clusters Score -1473212 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1473640.250000 Penalty: 4777.768066
	Iteration 10Q: 3 clusters Score -1473640 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1474167.875000 Penalty: 4777.768066
	Iteration 11Q: 3 clusters Score -1474168 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1474765.875000 Penalty: 4777.768066
	Iteration 12Q: 3 clusters Score -1474766 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1475367.875000 Penalty: 4777.768066
	Iteration 13Q: 3 clusters Score -1475368 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1475819.625000 Penalty: 4777.768066
	Iteration 14Q: 3 clusters Score -1475820 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1476129.875000 Penalty: 4777.768066
	Iteration 15Q: 3 clusters Score -1476130 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1476330.500000 Penalty: 4777.768066
	Iteration 16Q: 3 clusters Score -1476330 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1476452.375000 Penalty: 4777.768066
	Iteration 17Q: 3 clusters Score -1476452 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1476510.375000 Penalty: 4777.768066
	Iteration 18Q: 3 clusters Score -1476510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1476553.250000 Penalty: 4777.768066
	Iteration 19Q: 3 clusters Score -1476553 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1476591.750000 Penalty: 4777.768066
	Iteration 20F: 3 clusters Score -1476592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1476610.500000 Penalty: 4777.768066
	Iteration 21Q: 3 clusters Score -1476610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1476631.750000 Penalty: 4777.768066
	Iteration 22Q: 3 clusters Score -1476632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1476648.625000 Penalty: 4777.768066
	Iteration 23Q: 3 clusters Score -1476649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1476655.625000 Penalty: 4777.768066
	Iteration 24Q: 3 clusters Score -1476656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1476664.750000 Penalty: 4777.768066
	Iteration 25Q: 3 clusters Score -1476665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1476675.000000 Penalty: 4777.768066
	Iteration 26Q: 3 clusters Score -1476675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1476680.250000 Penalty: 4777.768066
	Iteration 27Q: 3 clusters Score -1476680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1476684.000000 Penalty: 4777.768066
	Iteration 28Q: 3 clusters Score -1476684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1476684.250000 Penalty: 4777.768066
	Iteration 29Q: 3 clusters Score -1476684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1476689.000000 Penalty: 4777.768066
	Iteration 30Q: 3 clusters Score -1476689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1476694.750000 Penalty: 4777.768066
	Iteration 31Q: 3 clusters Score -1476695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1476695.000000 Penalty: 4777.768066
	Iteration 32Q: 3 clusters Score -1476695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1476696.375000 Penalty: 4777.768066
	Iteration 33Q: 3 clusters Score -1476696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1476695.750000 Penalty: 4777.768066
	Iteration 34Q: 3 clusters Score -1476696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1476697.125000 Penalty: 4777.768066
	Iteration 35Q: 3 clusters Score -1476697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1476697.500000 Penalty: 4777.768066
	Iteration 36Q: 3 clusters Score -1476698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1476697.250000 Penalty: 4777.768066
	Iteration 37Q: 3 clusters Score -1476697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1476699.000000 Penalty: 4777.768066
	Iteration 38Q: 3 clusters Score -1476699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1476701.250000 Penalty: 4777.768066
	Iteration 39Q: 3 clusters Score -1476701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1476701.000000 Penalty: 4777.768066
	Iteration 40F: 3 clusters Score -1476701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1476704.000000 Penalty: 4777.768066
	Iteration 41Q: 3 clusters Score -1476704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1476704.000000 Penalty: 4777.768066
	Iteration 42Q: 3 clusters Score -1476704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1476704.000000 Penalty: 4777.768066
	Iteration 43F: 3 clusters Score -1476704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Entering Unmasked Estep 
Score: -546375.062500 Penalty: 2137.876953
	Iteration 0F: 2 clusters Score -546375.1 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 2773 members 
Entering Unmasked Estep 
Score: -541514.062500 Penalty: 4275.753906
	Iteration 0F: 3 clusters Score -541514.1 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -542651.875000 Penalty: 4275.753906
	Iteration 1F: 3 clusters Score -542651.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -542872.562500 Penalty: 4275.753906
	Iteration 2F: 3 clusters Score -542872.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -543025.125000 Penalty: 4275.753906
	Iteration 3Q: 3 clusters Score -543025.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -543156.500000 Penalty: 4275.753906
	Iteration 4Q: 3 clusters Score -543156.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -543253.312500 Penalty: 4275.753906
	Iteration 5Q: 3 clusters Score -543253.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -543325.437500 Penalty: 4275.753906
	Iteration 6Q: 3 clusters Score -543325.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -543373.375000 Penalty: 4275.753906
	Iteration 7Q: 3 clusters Score -543373.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -543406.812500 Penalty: 4275.753906
	Iteration 8Q: 3 clusters Score -543406.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -543442.812500 Penalty: 4275.753906
	Iteration 9Q: 3 clusters Score -543442.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -543481.062500 Penalty: 4275.753906
	Iteration 10Q: 3 clusters Score -543481.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -543520.000000 Penalty: 4275.753906
	Iteration 11Q: 3 clusters Score -543520 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -543555.562500 Penalty: 4275.753906
	Iteration 12Q: 3 clusters Score -543555.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -543595.750000 Penalty: 4275.753906
	Iteration 13Q: 3 clusters Score -543595.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -543636.500000 Penalty: 4275.753906
	Iteration 14Q: 3 clusters Score -543636.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -543681.875000 Penalty: 4275.753906
	Iteration 15Q: 3 clusters Score -543681.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -543731.687500 Penalty: 4275.753906
	Iteration 16Q: 3 clusters Score -543731.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -543786.250000 Penalty: 4275.753906
	Iteration 17Q: 3 clusters Score -543786.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -543832.937500 Penalty: 4275.753906
	Iteration 18Q: 3 clusters Score -543832.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -543875.250000 Penalty: 4275.753906
	Iteration 19Q: 3 clusters Score -543875.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -543927.187500 Penalty: 4275.753906
	Iteration 20F: 3 clusters Score -543927.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -543995.625000 Penalty: 4275.753906
	Iteration 21Q: 3 clusters Score -543995.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -544060.125000 Penalty: 4275.753906
	Iteration 22Q: 3 clusters Score -544060.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -544133.687500 Penalty: 4275.753906
	Iteration 23Q: 3 clusters Score -544133.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -544206.250000 Penalty: 4275.753906
	Iteration 24Q: 3 clusters Score -544206.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -544280.937500 Penalty: 4275.753906
	Iteration 25Q: 3 clusters Score -544280.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -544331.750000 Penalty: 4275.753906
	Iteration 26Q: 3 clusters Score -544331.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -544377.062500 Penalty: 4275.753906
	Iteration 27Q: 3 clusters Score -544377.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -544421.312500 Penalty: 4275.753906
	Iteration 28Q: 3 clusters Score -544421.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -544451.812500 Penalty: 4275.753906
	Iteration 29Q: 3 clusters Score -544451.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -544479.062500 Penalty: 4275.753906
	Iteration 30Q: 3 clusters Score -544479.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -544498.687500 Penalty: 4275.753906
	Iteration 31Q: 3 clusters Score -544498.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -544522.750000 Penalty: 4275.753906
	Iteration 32Q: 3 clusters Score -544522.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -544537.187500 Penalty: 4275.753906
	Iteration 33Q: 3 clusters Score -544537.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -544550.625000 Penalty: 4275.753906
	Iteration 34Q: 3 clusters Score -544550.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -544555.937500 Penalty: 4275.753906
	Iteration 35Q: 3 clusters Score -544555.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -544558.000000 Penalty: 4275.753906
	Iteration 36Q: 3 clusters Score -544558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -544568.687500 Penalty: 4275.753906
	Iteration 37Q: 3 clusters Score -544568.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -544580.187500 Penalty: 4275.753906
	Iteration 38Q: 3 clusters Score -544580.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -544587.625000 Penalty: 4275.753906
	Iteration 39Q: 3 clusters Score -544587.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -544597.937500 Penalty: 4275.753906
	Iteration 40F: 3 clusters Score -544597.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -544608.312500 Penalty: 4275.753906
	Iteration 41Q: 3 clusters Score -544608.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -544619.687500 Penalty: 4275.753906
	Iteration 42Q: 3 clusters Score -544619.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -544626.562500 Penalty: 4275.753906
	Iteration 43Q: 3 clusters Score -544626.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -544631.125000 Penalty: 4275.753906
	Iteration 44Q: 3 clusters Score -544631.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -544633.187500 Penalty: 4275.753906
	Iteration 45Q: 3 clusters Score -544633.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -544636.875000 Penalty: 4275.753906
	Iteration 46Q: 3 clusters Score -544636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -544638.750000 Penalty: 4275.753906
	Iteration 47Q: 3 clusters Score -544638.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -544640.125000 Penalty: 4275.753906
	Iteration 48Q: 3 clusters Score -544640.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -544641.500000 Penalty: 4275.753906
	Iteration 49Q: 3 clusters Score -544641.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -544642.375000 Penalty: 4275.753906
	Iteration 50Q: 3 clusters Score -544642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -544643.812500 Penalty: 4275.753906
	Iteration 51Q: 3 clusters Score -544643.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -544644.562500 Penalty: 4275.753906
	Iteration 52Q: 3 clusters Score -544644.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -544644.187500 Penalty: 4275.753906
	Iteration 53Q: 3 clusters Score -544644.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -544644.187500 Penalty: 4275.753906
	Iteration 54F: 3 clusters Score -544644.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Entering Unmasked Estep 
Score: -846246.750000 Penalty: 2244.063965
	Iteration 0F: 2 clusters Score -846246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -839486.187500 Penalty: 4488.127930
	Iteration 0F: 3 clusters Score -839486.2 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -841391.500000 Penalty: 4488.127930
	Iteration 1F: 3 clusters Score -841391.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -841717.687500 Penalty: 4488.127930
	Iteration 2F: 3 clusters Score -841717.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -841968.125000 Penalty: 4488.127930
	Iteration 3F: 3 clusters Score -841968.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -842183.062500 Penalty: 4488.127930
	Iteration 4Q: 3 clusters Score -842183.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -842375.750000 Penalty: 4488.127930
	Iteration 5Q: 3 clusters Score -842375.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -842598.187500 Penalty: 4488.127930
	Iteration 6Q: 3 clusters Score -842598.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -842829.750000 Penalty: 4488.127930
	Iteration 7Q: 3 clusters Score -842829.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -843074.187500 Penalty: 4488.127930
	Iteration 8Q: 3 clusters Score -843074.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -843344.375000 Penalty: 4488.127930
	Iteration 9Q: 3 clusters Score -843344.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -843618.062500 Penalty: 4488.127930
	Iteration 10Q: 3 clusters Score -843618.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -843844.750000 Penalty: 4488.127930
	Iteration 11Q: 3 clusters Score -843844.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -843986.437500 Penalty: 4488.127930
	Iteration 12Q: 3 clusters Score -843986.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -844076.625000 Penalty: 4488.127930
	Iteration 13Q: 3 clusters Score -844076.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -844146.562500 Penalty: 4488.127930
	Iteration 14Q: 3 clusters Score -844146.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -844186.937500 Penalty: 4488.127930
	Iteration 15Q: 3 clusters Score -844186.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -844204.687500 Penalty: 4488.127930
	Iteration 16Q: 3 clusters Score -844204.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -844223.500000 Penalty: 4488.127930
	Iteration 17Q: 3 clusters Score -844223.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -844238.750000 Penalty: 4488.127930
	Iteration 18Q: 3 clusters Score -844238.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -844248.562500 Penalty: 4488.127930
	Iteration 19Q: 3 clusters Score -844248.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -844254.875000 Penalty: 4488.127930
	Iteration 20F: 3 clusters Score -844254.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -844262.187500 Penalty: 4488.127930
	Iteration 21Q: 3 clusters Score -844262.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -844267.000000 Penalty: 4488.127930
	Iteration 22Q: 3 clusters Score -844267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -844275.562500 Penalty: 4488.127930
	Iteration 23Q: 3 clusters Score -844275.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -844277.375000 Penalty: 4488.127930
	Iteration 24Q: 3 clusters Score -844277.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -844279.687500 Penalty: 4488.127930
	Iteration 25Q: 3 clusters Score -844279.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -844282.312500 Penalty: 4488.127930
	Iteration 26Q: 3 clusters Score -844282.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -844282.500000 Penalty: 4488.127930
	Iteration 27Q: 3 clusters Score -844282.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -844282.687500 Penalty: 4488.127930
	Iteration 28Q: 3 clusters Score -844282.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -844282.125000 Penalty: 4488.127930
	Iteration 29Q: 3 clusters Score -844282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -844282.125000 Penalty: 4488.127930
	Iteration 30F: 3 clusters Score -844282.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Entering Unmasked Estep 
Score: -1402322.500000 Penalty: 2380.719727
	Iteration 0F: 2 clusters Score -1402322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1391615.000000 Penalty: 4761.439453
	Iteration 0F: 3 clusters Score -1391615 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1395133.500000 Penalty: 4761.439453
	Iteration 1F: 3 clusters Score -1395134 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1395580.000000 Penalty: 4761.439453
	Iteration 2F: 3 clusters Score -1395580 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1396008.625000 Penalty: 4761.439453
	Iteration 3F: 3 clusters Score -1396009 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1396387.125000 Penalty: 4761.439453
	Iteration 4Q: 3 clusters Score -1396387 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1396762.000000 Penalty: 4761.439453
	Iteration 5Q: 3 clusters Score -1396762 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1397116.125000 Penalty: 4761.439453
	Iteration 6Q: 3 clusters Score -1397116 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1397460.125000 Penalty: 4761.439453
	Iteration 7Q: 3 clusters Score -1397460 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1397772.625000 Penalty: 4761.439453
	Iteration 8Q: 3 clusters Score -1397773 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1398029.250000 Penalty: 4761.439453
	Iteration 9Q: 3 clusters Score -1398029 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1398260.375000 Penalty: 4761.439453
	Iteration 10Q: 3 clusters Score -1398260 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1398439.375000 Penalty: 4761.439453
	Iteration 11Q: 3 clusters Score -1398439 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1398620.125000 Penalty: 4761.439453
	Iteration 12Q: 3 clusters Score -1398620 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1398795.750000 Penalty: 4761.439453
	Iteration 13Q: 3 clusters Score -1398796 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1398972.000000 Penalty: 4761.439453
	Iteration 14Q: 3 clusters Score -1398972 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1399145.625000 Penalty: 4761.439453
	Iteration 15Q: 3 clusters Score -1399146 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1399285.500000 Penalty: 4761.439453
	Iteration 16Q: 3 clusters Score -1399286 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1399408.000000 Penalty: 4761.439453
	Iteration 17Q: 3 clusters Score -1399408 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1399512.500000 Penalty: 4761.439453
	Iteration 18Q: 3 clusters Score -1399512 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1399623.500000 Penalty: 4761.439453
	Iteration 19Q: 3 clusters Score -1399624 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1399711.875000 Penalty: 4761.439453
	Iteration 20F: 3 clusters Score -1399712 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1399782.375000 Penalty: 4761.439453
	Iteration 21Q: 3 clusters Score -1399782 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1399860.750000 Penalty: 4761.439453
	Iteration 22Q: 3 clusters Score -1399861 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1399930.000000 Penalty: 4761.439453
	Iteration 23Q: 3 clusters Score -1399930 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1399997.750000 Penalty: 4761.439453
	Iteration 24Q: 3 clusters Score -1399998 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1400054.750000 Penalty: 4761.439453
	Iteration 25Q: 3 clusters Score -1400055 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1400099.875000 Penalty: 4761.439453
	Iteration 26Q: 3 clusters Score -1400100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1400126.375000 Penalty: 4761.439453
	Iteration 27Q: 3 clusters Score -1400126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1400158.000000 Penalty: 4761.439453
	Iteration 28Q: 3 clusters Score -1400158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1400178.625000 Penalty: 4761.439453
	Iteration 29Q: 3 clusters Score -1400179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1400188.625000 Penalty: 4761.439453
	Iteration 30Q: 3 clusters Score -1400189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1400201.500000 Penalty: 4761.439453
	Iteration 31Q: 3 clusters Score -1400202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1400206.000000 Penalty: 4761.439453
	Iteration 32Q: 3 clusters Score -1400206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1400214.125000 Penalty: 4761.439453
	Iteration 33Q: 3 clusters Score -1400214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1400216.500000 Penalty: 4761.439453
	Iteration 34Q: 3 clusters Score -1400216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1400225.375000 Penalty: 4761.439453
	Iteration 35Q: 3 clusters Score -1400225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1400231.875000 Penalty: 4761.439453
	Iteration 36Q: 3 clusters Score -1400232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1400240.750000 Penalty: 4761.439453
	Iteration 37Q: 3 clusters Score -1400241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1400251.125000 Penalty: 4761.439453
	Iteration 38Q: 3 clusters Score -1400251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1400258.000000 Penalty: 4761.439453
	Iteration 39Q: 3 clusters Score -1400258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1400260.125000 Penalty: 4761.439453
	Iteration 40F: 3 clusters Score -1400260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1400264.500000 Penalty: 4761.439453
	Iteration 41Q: 3 clusters Score -1400264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1400268.375000 Penalty: 4761.439453
	Iteration 42Q: 3 clusters Score -1400268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1400272.250000 Penalty: 4761.439453
	Iteration 43Q: 3 clusters Score -1400272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1400274.250000 Penalty: 4761.439453
	Iteration 44Q: 3 clusters Score -1400274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1400276.750000 Penalty: 4761.439453
	Iteration 45Q: 3 clusters Score -1400277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1400280.250000 Penalty: 4761.439453
	Iteration 46Q: 3 clusters Score -1400280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1400280.000000 Penalty: 4761.439453
	Iteration 47Q: 3 clusters Score -1400280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1400280.875000 Penalty: 4761.439453
	Iteration 48Q: 3 clusters Score -1400281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1400283.375000 Penalty: 4761.439453
	Iteration 49Q: 3 clusters Score -1400283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1400286.000000 Penalty: 4761.439453
	Iteration 50Q: 3 clusters Score -1400286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1400287.250000 Penalty: 4761.439453
	Iteration 51Q: 3 clusters Score -1400287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1400288.375000 Penalty: 4761.439453
	Iteration 52Q: 3 clusters Score -1400288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1400290.000000 Penalty: 4761.439453
	Iteration 53Q: 3 clusters Score -1400290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1400292.500000 Penalty: 4761.439453
	Iteration 54Q: 3 clusters Score -1400292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1400298.500000 Penalty: 4761.439453
	Iteration 55Q: 3 clusters Score -1400298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1400301.000000 Penalty: 4761.439453
	Iteration 56Q: 3 clusters Score -1400301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1400307.750000 Penalty: 4761.439453
	Iteration 57Q: 3 clusters Score -1400308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1400310.750000 Penalty: 4761.439453
	Iteration 58Q: 3 clusters Score -1400311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1400319.000000 Penalty: 4761.439453
	Iteration 59Q: 3 clusters Score -1400319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1400322.000000 Penalty: 4761.439453
	Iteration 60F: 3 clusters Score -1400322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1400332.000000 Penalty: 4761.439453
	Iteration 61Q: 3 clusters Score -1400332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1400334.375000 Penalty: 4761.439453
	Iteration 62Q: 3 clusters Score -1400334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1400339.375000 Penalty: 4761.439453
	Iteration 63Q: 3 clusters Score -1400339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1400347.500000 Penalty: 4761.439453
	Iteration 64Q: 3 clusters Score -1400348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1400357.500000 Penalty: 4761.439453
	Iteration 65Q: 3 clusters Score -1400358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1400363.750000 Penalty: 4761.439453
	Iteration 66Q: 3 clusters Score -1400364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1400368.625000 Penalty: 4761.439453
	Iteration 67Q: 3 clusters Score -1400369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1400373.625000 Penalty: 4761.439453
	Iteration 68Q: 3 clusters Score -1400374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1400376.500000 Penalty: 4761.439453
	Iteration 69Q: 3 clusters Score -1400376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1400380.500000 Penalty: 4761.439453
	Iteration 70Q: 3 clusters Score -1400380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1400381.000000 Penalty: 4761.439453
	Iteration 71Q: 3 clusters Score -1400381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1400382.750000 Penalty: 4761.439453
	Iteration 72Q: 3 clusters Score -1400383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1400383.875000 Penalty: 4761.439453
	Iteration 73Q: 3 clusters Score -1400384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1400382.000000 Penalty: 4761.439453
	Iteration 74Q: 3 clusters Score -1400382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1400384.375000 Penalty: 4761.439453
	Iteration 75Q: 3 clusters Score -1400384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1400385.000000 Penalty: 4761.439453
	Iteration 76Q: 3 clusters Score -1400385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1400385.625000 Penalty: 4761.439453
	Iteration 77Q: 3 clusters Score -1400386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1400385.625000 Penalty: 4761.439453
	Iteration 78F: 3 clusters Score -1400386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -270809.250000 Penalty: 1971.637207
	Iteration 0F: 2 clusters Score -270809.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -267642.437500 Penalty: 3943.274414
	Iteration 0F: 3 clusters Score -267642.4 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -268211.250000 Penalty: 3943.274414
	Iteration 1F: 3 clusters Score -268211.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -268345.468750 Penalty: 3943.274414
	Iteration 2F: 3 clusters Score -268345.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -268427.781250 Penalty: 3943.274414
	Iteration 3Q: 3 clusters Score -268427.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -268494.437500 Penalty: 3943.274414
	Iteration 4Q: 3 clusters Score -268494.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -268538.906250 Penalty: 3943.274414
	Iteration 5Q: 3 clusters Score -268538.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -268563.656250 Penalty: 3943.274414
	Iteration 6Q: 3 clusters Score -268563.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -268580.906250 Penalty: 3943.274414
	Iteration 7Q: 3 clusters Score -268580.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -268599.000000 Penalty: 3943.274414
	Iteration 8Q: 3 clusters Score -268599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -268619.375000 Penalty: 3943.274414
	Iteration 9Q: 3 clusters Score -268619.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -268644.125000 Penalty: 3943.274414
	Iteration 10Q: 3 clusters Score -268644.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -268669.375000 Penalty: 3943.274414
	Iteration 11Q: 3 clusters Score -268669.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -268681.125000 Penalty: 3943.274414
	Iteration 12Q: 3 clusters Score -268681.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -268693.218750 Penalty: 3943.274414
	Iteration 13Q: 3 clusters Score -268693.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -268704.000000 Penalty: 3943.274414
	Iteration 14Q: 3 clusters Score -268704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -268714.375000 Penalty: 3943.274414
	Iteration 15Q: 3 clusters Score -268714.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -268722.218750 Penalty: 3943.274414
	Iteration 16Q: 3 clusters Score -268722.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -268730.093750 Penalty: 3943.274414
	Iteration 17Q: 3 clusters Score -268730.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -268740.937500 Penalty: 3943.274414
	Iteration 18Q: 3 clusters Score -268740.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -268749.343750 Penalty: 3943.274414
	Iteration 19Q: 3 clusters Score -268749.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -268755.750000 Penalty: 3943.274414
	Iteration 20F: 3 clusters Score -268755.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -268762.343750 Penalty: 3943.274414
	Iteration 21Q: 3 clusters Score -268762.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -268773.375000 Penalty: 3943.274414
	Iteration 22Q: 3 clusters Score -268773.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -268783.437500 Penalty: 3943.274414
	Iteration 23Q: 3 clusters Score -268783.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -268789.718750 Penalty: 3943.274414
	Iteration 24Q: 3 clusters Score -268789.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -268792.093750 Penalty: 3943.274414
	Iteration 25Q: 3 clusters Score -268792.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -268795.968750 Penalty: 3943.274414
	Iteration 26Q: 3 clusters Score -268796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -268799.312500 Penalty: 3943.274414
	Iteration 27Q: 3 clusters Score -268799.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -268801.593750 Penalty: 3943.274414
	Iteration 28Q: 3 clusters Score -268801.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -268805.343750 Penalty: 3943.274414
	Iteration 29Q: 3 clusters Score -268805.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -268810.906250 Penalty: 3943.274414
	Iteration 30Q: 3 clusters Score -268810.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -268815.062500 Penalty: 3943.274414
	Iteration 31Q: 3 clusters Score -268815.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -268815.781250 Penalty: 3943.274414
	Iteration 32Q: 3 clusters Score -268815.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -268816.406250 Penalty: 3943.274414
	Iteration 33Q: 3 clusters Score -268816.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -268816.406250 Penalty: 3943.274414
	Iteration 34F: 3 clusters Score -268816.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Entering Unmasked Estep 
Score: -561059.250000 Penalty: 2163.240234
	Iteration 0F: 2 clusters Score -561059.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -555854.062500 Penalty: 4326.480469
	Iteration 0F: 3 clusters Score -555854.1 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -557123.375000 Penalty: 4326.480469
	Iteration 1F: 3 clusters Score -557123.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -557341.500000 Penalty: 4326.480469
	Iteration 2F: 3 clusters Score -557341.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -557497.937500 Penalty: 4326.480469
	Iteration 3F: 3 clusters Score -557497.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -557636.625000 Penalty: 4326.480469
	Iteration 4Q: 3 clusters Score -557636.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -557762.750000 Penalty: 4326.480469
	Iteration 5Q: 3 clusters Score -557762.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -557880.812500 Penalty: 4326.480469
	Iteration 6Q: 3 clusters Score -557880.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -558025.812500 Penalty: 4326.480469
	Iteration 7Q: 3 clusters Score -558025.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -558169.875000 Penalty: 4326.480469
	Iteration 8Q: 3 clusters Score -558169.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -558304.875000 Penalty: 4326.480469
	Iteration 9Q: 3 clusters Score -558304.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -558453.625000 Penalty: 4326.480469
	Iteration 10Q: 3 clusters Score -558453.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -558626.812500 Penalty: 4326.480469
	Iteration 11Q: 3 clusters Score -558626.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -558830.250000 Penalty: 4326.480469
	Iteration 12Q: 3 clusters Score -558830.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -559016.062500 Penalty: 4326.480469
	Iteration 13Q: 3 clusters Score -559016.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -559204.187500 Penalty: 4326.480469
	Iteration 14Q: 3 clusters Score -559204.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -559338.062500 Penalty: 4326.480469
	Iteration 15Q: 3 clusters Score -559338.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -559430.500000 Penalty: 4326.480469
	Iteration 16Q: 3 clusters Score -559430.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -559491.250000 Penalty: 4326.480469
	Iteration 17Q: 3 clusters Score -559491.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -559525.562500 Penalty: 4326.480469
	Iteration 18Q: 3 clusters Score -559525.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -559541.562500 Penalty: 4326.480469
	Iteration 19Q: 3 clusters Score -559541.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -559553.125000 Penalty: 4326.480469
	Iteration 20F: 3 clusters Score -559553.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -559563.500000 Penalty: 4326.480469
	Iteration 21Q: 3 clusters Score -559563.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -559573.187500 Penalty: 4326.480469
	Iteration 22Q: 3 clusters Score -559573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -559578.312500 Penalty: 4326.480469
	Iteration 23Q: 3 clusters Score -559578.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -559586.562500 Penalty: 4326.480469
	Iteration 24Q: 3 clusters Score -559586.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -559592.500000 Penalty: 4326.480469
	Iteration 25Q: 3 clusters Score -559592.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -559601.437500 Penalty: 4326.480469
	Iteration 26Q: 3 clusters Score -559601.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -559607.937500 Penalty: 4326.480469
	Iteration 27Q: 3 clusters Score -559607.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -559612.750000 Penalty: 4326.480469
	Iteration 28Q: 3 clusters Score -559612.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -559613.750000 Penalty: 4326.480469
	Iteration 29Q: 3 clusters Score -559613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -559613.750000 Penalty: 4326.480469
	Iteration 30Q: 3 clusters Score -559613.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -559613.750000 Penalty: 4326.480469
	Iteration 31F: 3 clusters Score -559613.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Entering Unmasked Estep 
Score: -1007866.812500 Penalty: 2293.843506
	Iteration 0F: 2 clusters Score -1007867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -999893.125000 Penalty: 4587.687012
	Iteration 0F: 3 clusters Score -999893.1 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1002242.500000 Penalty: 4587.687012
	Iteration 1F: 3 clusters Score -1002242 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1002778.500000 Penalty: 4587.687012
	Iteration 2F: 3 clusters Score -1002778 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1003425.437500 Penalty: 4587.687012
	Iteration 3F: 3 clusters Score -1003425 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1004174.437500 Penalty: 4587.687012
	Iteration 4F: 3 clusters Score -1004174 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1005062.625000 Penalty: 4587.687012
	Iteration 5F: 3 clusters Score -1005063 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1005991.437500 Penalty: 4587.687012
	Iteration 6F: 3 clusters Score -1005991 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1006671.437500 Penalty: 4587.687012
	Iteration 7F: 3 clusters Score -1006671 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1007077.937500 Penalty: 4587.687012
	Iteration 8F: 3 clusters Score -1007078 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1007314.437500 Penalty: 4587.687012
	Iteration 9Q: 3 clusters Score -1007314 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1007504.812500 Penalty: 4587.687012
	Iteration 10Q: 3 clusters Score -1007505 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1007672.250000 Penalty: 4587.687012
	Iteration 11Q: 3 clusters Score -1007672 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1007845.437500 Penalty: 4587.687012
	Iteration 12Q: 3 clusters Score -1007845 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1007966.687500 Penalty: 4587.687012
	Iteration 13Q: 3 clusters Score -1007967 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1008089.812500 Penalty: 4587.687012
	Iteration 14Q: 3 clusters Score -1008090 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1008176.375000 Penalty: 4587.687012
	Iteration 15Q: 3 clusters Score -1008176 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1008227.312500 Penalty: 4587.687012
	Iteration 16Q: 3 clusters Score -1008227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1008245.812500 Penalty: 4587.687012
	Iteration 17Q: 3 clusters Score -1008246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1008256.625000 Penalty: 4587.687012
	Iteration 18Q: 3 clusters Score -1008257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1008261.062500 Penalty: 4587.687012
	Iteration 19Q: 3 clusters Score -1008261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1008263.687500 Penalty: 4587.687012
	Iteration 20F: 3 clusters Score -1008264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1008267.250000 Penalty: 4587.687012
	Iteration 21Q: 3 clusters Score -1008267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1008270.312500 Penalty: 4587.687012
	Iteration 22Q: 3 clusters Score -1008270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1008271.625000 Penalty: 4587.687012
	Iteration 23Q: 3 clusters Score -1008272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1008273.812500 Penalty: 4587.687012
	Iteration 24Q: 3 clusters Score -1008274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1008273.812500 Penalty: 4587.687012
	Iteration 25F: 3 clusters Score -1008274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131189 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24563 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28904 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101086 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222181 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15353 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5544 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 8609 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Mstep: Class 39 contains 1789 members 
Entering Unmasked Estep 
Score: -157713792.000000 Penalty: 138595.359375
Splitting cluster 35 changes total score from -157714880.000000 to -157713792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (10704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Entering Unmasked Estep 
Score: -907806.625000 Penalty: 2301.036377
	Iteration 0F: 2 clusters Score -907806.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -899837.312500 Penalty: 4602.072754
	Iteration 0F: 3 clusters Score -899837.3 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -902706.375000 Penalty: 4602.072754
	Iteration 1F: 3 clusters Score -902706.4 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -903476.187500 Penalty: 4602.072754
	Iteration 2F: 3 clusters Score -903476.2 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -904201.375000 Penalty: 4602.072754
	Iteration 3F: 3 clusters Score -904201.4 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -904893.687500 Penalty: 4602.072754
	Iteration 4F: 3 clusters Score -904893.7 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -905486.062500 Penalty: 4602.072754
	Iteration 5F: 3 clusters Score -905486.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -905980.687500 Penalty: 4602.072754
	Iteration 6F: 3 clusters Score -905980.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -906397.812500 Penalty: 4602.072754
	Iteration 7Q: 3 clusters Score -906397.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -906692.375000 Penalty: 4602.072754
	Iteration 8Q: 3 clusters Score -906692.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -906860.062500 Penalty: 4602.072754
	Iteration 9Q: 3 clusters Score -906860.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -906959.875000 Penalty: 4602.072754
	Iteration 10Q: 3 clusters Score -906959.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -907030.187500 Penalty: 4602.072754
	Iteration 11Q: 3 clusters Score -907030.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -907082.812500 Penalty: 4602.072754
	Iteration 12Q: 3 clusters Score -907082.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -907120.562500 Penalty: 4602.072754
	Iteration 13Q: 3 clusters Score -907120.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -907156.062500 Penalty: 4602.072754
	Iteration 14Q: 3 clusters Score -907156.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -907176.625000 Penalty: 4602.072754
	Iteration 15Q: 3 clusters Score -907176.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -907194.937500 Penalty: 4602.072754
	Iteration 16Q: 3 clusters Score -907194.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -907209.312500 Penalty: 4602.072754
	Iteration 17Q: 3 clusters Score -907209.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -907218.062500 Penalty: 4602.072754
	Iteration 18Q: 3 clusters Score -907218.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -907221.750000 Penalty: 4602.072754
	Iteration 19Q: 3 clusters Score -907221.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -907224.375000 Penalty: 4602.072754
	Iteration 20F: 3 clusters Score -907224.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -907228.500000 Penalty: 4602.072754
	Iteration 21Q: 3 clusters Score -907228.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -907231.125000 Penalty: 4602.072754
	Iteration 22Q: 3 clusters Score -907231.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -907233.312500 Penalty: 4602.072754
	Iteration 23Q: 3 clusters Score -907233.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -907236.812500 Penalty: 4602.072754
	Iteration 24Q: 3 clusters Score -907236.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -907241.937500 Penalty: 4602.072754
	Iteration 25Q: 3 clusters Score -907241.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -907244.312500 Penalty: 4602.072754
	Iteration 26Q: 3 clusters Score -907244.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -907246.937500 Penalty: 4602.072754
	Iteration 27Q: 3 clusters Score -907246.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -907248.562500 Penalty: 4602.072754
	Iteration 28Q: 3 clusters Score -907248.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -907251.937500 Penalty: 4602.072754
	Iteration 29Q: 3 clusters Score -907251.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -907251.812500 Penalty: 4602.072754
	Iteration 30Q: 3 clusters Score -907251.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -907253.937500 Penalty: 4602.072754
	Iteration 31Q: 3 clusters Score -907253.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -907254.500000 Penalty: 4602.072754
	Iteration 32Q: 3 clusters Score -907254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -907253.000000 Penalty: 4602.072754
	Iteration 33Q: 3 clusters Score -907253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -907257.437500 Penalty: 4602.072754
	Iteration 34Q: 3 clusters Score -907257.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -907257.500000 Penalty: 4602.072754
	Iteration 35Q: 3 clusters Score -907257.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -907256.562500 Penalty: 4602.072754
	Iteration 36Q: 3 clusters Score -907256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -907258.312500 Penalty: 4602.072754
	Iteration 37Q: 3 clusters Score -907258.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -907257.000000 Penalty: 4602.072754
	Iteration 38Q: 3 clusters Score -907257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -907257.187500 Penalty: 4602.072754
	Iteration 39Q: 3 clusters Score -907257.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -907257.187500 Penalty: 4602.072754
	Iteration 40F: 3 clusters Score -907257.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Entering Unmasked Estep 
Score: -626657.062500 Penalty: 2174.220215
	Iteration 0F: 2 clusters Score -626657.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -621247.000000 Penalty: 4348.440430
	Iteration 0F: 3 clusters Score -621247 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -622649.062500 Penalty: 4348.440430
	Iteration 1F: 3 clusters Score -622649.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -622857.187500 Penalty: 4348.440430
	Iteration 2F: 3 clusters Score -622857.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -622996.187500 Penalty: 4348.440430
	Iteration 3Q: 3 clusters Score -622996.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -623090.375000 Penalty: 4348.440430
	Iteration 4Q: 3 clusters Score -623090.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -623155.750000 Penalty: 4348.440430
	Iteration 5Q: 3 clusters Score -623155.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -623217.000000 Penalty: 4348.440430
	Iteration 6Q: 3 clusters Score -623217 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -623273.750000 Penalty: 4348.440430
	Iteration 7Q: 3 clusters Score -623273.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -623319.250000 Penalty: 4348.440430
	Iteration 8Q: 3 clusters Score -623319.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -623370.875000 Penalty: 4348.440430
	Iteration 9Q: 3 clusters Score -623370.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -623424.750000 Penalty: 4348.440430
	Iteration 10Q: 3 clusters Score -623424.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -623477.000000 Penalty: 4348.440430
	Iteration 11Q: 3 clusters Score -623477 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -623533.875000 Penalty: 4348.440430
	Iteration 12Q: 3 clusters Score -623533.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -623614.687500 Penalty: 4348.440430
	Iteration 13Q: 3 clusters Score -623614.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -623705.125000 Penalty: 4348.440430
	Iteration 14Q: 3 clusters Score -623705.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -623800.562500 Penalty: 4348.440430
	Iteration 15Q: 3 clusters Score -623800.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -623893.250000 Penalty: 4348.440430
	Iteration 16Q: 3 clusters Score -623893.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -623991.000000 Penalty: 4348.440430
	Iteration 17Q: 3 clusters Score -623991 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -624093.375000 Penalty: 4348.440430
	Iteration 18Q: 3 clusters Score -624093.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -624180.750000 Penalty: 4348.440430
	Iteration 19Q: 3 clusters Score -624180.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -624283.937500 Penalty: 4348.440430
	Iteration 20F: 3 clusters Score -624283.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -624385.500000 Penalty: 4348.440430
	Iteration 21Q: 3 clusters Score -624385.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -624462.125000 Penalty: 4348.440430
	Iteration 22Q: 3 clusters Score -624462.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -624520.062500 Penalty: 4348.440430
	Iteration 23Q: 3 clusters Score -624520.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -624564.687500 Penalty: 4348.440430
	Iteration 24Q: 3 clusters Score -624564.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -624595.500000 Penalty: 4348.440430
	Iteration 25Q: 3 clusters Score -624595.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -624617.937500 Penalty: 4348.440430
	Iteration 26Q: 3 clusters Score -624617.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -624642.062500 Penalty: 4348.440430
	Iteration 27Q: 3 clusters Score -624642.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -624662.937500 Penalty: 4348.440430
	Iteration 28Q: 3 clusters Score -624662.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -624676.062500 Penalty: 4348.440430
	Iteration 29Q: 3 clusters Score -624676.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -624679.750000 Penalty: 4348.440430
	Iteration 30Q: 3 clusters Score -624679.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -624686.437500 Penalty: 4348.440430
	Iteration 31Q: 3 clusters Score -624686.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -624689.812500 Penalty: 4348.440430
	Iteration 32Q: 3 clusters Score -624689.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -624693.000000 Penalty: 4348.440430
	Iteration 33Q: 3 clusters Score -624693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -624698.625000 Penalty: 4348.440430
	Iteration 34Q: 3 clusters Score -624698.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -624702.000000 Penalty: 4348.440430
	Iteration 35Q: 3 clusters Score -624702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -624705.125000 Penalty: 4348.440430
	Iteration 36Q: 3 clusters Score -624705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -624705.375000 Penalty: 4348.440430
	Iteration 37Q: 3 clusters Score -624705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -624709.687500 Penalty: 4348.440430
	Iteration 38Q: 3 clusters Score -624709.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -624711.687500 Penalty: 4348.440430
	Iteration 39Q: 3 clusters Score -624711.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -624717.875000 Penalty: 4348.440430
	Iteration 40F: 3 clusters Score -624717.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -624723.187500 Penalty: 4348.440430
	Iteration 41Q: 3 clusters Score -624723.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -624729.625000 Penalty: 4348.440430
	Iteration 42Q: 3 clusters Score -624729.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -624730.437500 Penalty: 4348.440430
	Iteration 43Q: 3 clusters Score -624730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -624731.250000 Penalty: 4348.440430
	Iteration 44Q: 3 clusters Score -624731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -624732.875000 Penalty: 4348.440430
	Iteration 45Q: 3 clusters Score -624732.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -624733.000000 Penalty: 4348.440430
	Iteration 46Q: 3 clusters Score -624733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -624734.812500 Penalty: 4348.440430
	Iteration 47Q: 3 clusters Score -624734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -624734.937500 Penalty: 4348.440430
	Iteration 48Q: 3 clusters Score -624734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -624739.312500 Penalty: 4348.440430
	Iteration 49Q: 3 clusters Score -624739.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -624740.750000 Penalty: 4348.440430
	Iteration 50Q: 3 clusters Score -624740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -624743.375000 Penalty: 4348.440430
	Iteration 51Q: 3 clusters Score -624743.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -624743.375000 Penalty: 4348.440430
	Iteration 52F: 3 clusters Score -624743.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Entering Unmasked Estep 
Score: -216215.718750 Penalty: 1920.007935
	Iteration 0F: 2 clusters Score -216215.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -213369.140625 Penalty: 3840.015869
	Iteration 0F: 3 clusters Score -213369.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -213899.578125 Penalty: 3840.015869
	Iteration 1F: 3 clusters Score -213899.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -214030.937500 Penalty: 3840.015869
	Iteration 2F: 3 clusters Score -214030.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -214109.343750 Penalty: 3840.015869
	Iteration 3Q: 3 clusters Score -214109.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -214159.765625 Penalty: 3840.015869
	Iteration 4Q: 3 clusters Score -214159.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -214211.078125 Penalty: 3840.015869
	Iteration 5Q: 3 clusters Score -214211.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -214238.281250 Penalty: 3840.015869
	Iteration 6Q: 3 clusters Score -214238.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -214264.156250 Penalty: 3840.015869
	Iteration 7Q: 3 clusters Score -214264.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -214281.421875 Penalty: 3840.015869
	Iteration 8Q: 3 clusters Score -214281.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -214293.750000 Penalty: 3840.015869
	Iteration 9Q: 3 clusters Score -214293.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -214303.875000 Penalty: 3840.015869
	Iteration 10Q: 3 clusters Score -214303.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -214316.500000 Penalty: 3840.015869
	Iteration 11Q: 3 clusters Score -214316.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -214326.656250 Penalty: 3840.015869
	Iteration 12Q: 3 clusters Score -214326.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -214337.843750 Penalty: 3840.015869
	Iteration 13Q: 3 clusters Score -214337.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -214352.046875 Penalty: 3840.015869
	Iteration 14Q: 3 clusters Score -214352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -214362.890625 Penalty: 3840.015869
	Iteration 15Q: 3 clusters Score -214362.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -214370.703125 Penalty: 3840.015869
	Iteration 16Q: 3 clusters Score -214370.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -214379.062500 Penalty: 3840.015869
	Iteration 17Q: 3 clusters Score -214379.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -214383.156250 Penalty: 3840.015869
	Iteration 18Q: 3 clusters Score -214383.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -214384.000000 Penalty: 3840.015869
	Iteration 19Q: 3 clusters Score -214384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -214384.000000 Penalty: 3840.015869
	Iteration 20F: 3 clusters Score -214384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131189 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24563 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28904 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101086 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222181 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15353 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5544 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10398 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714896.000000 Penalty: 135041.625000
Iteration 239Q: 39 clusters Score -1.577149e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131189 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24563 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28904 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101086 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222181 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15353 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5543 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10399 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714912.000000 Penalty: 135041.625000
Iteration 240F: 39 clusters Score -1.577149e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131187 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24563 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28904 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101086 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222181 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15353 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5544 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10400 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714912.000000 Penalty: 135041.625000
Iteration 241Q: 39 clusters Score -1.577149e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131186 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24563 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28904 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101086 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222180 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15353 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5545 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10401 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714912.000000 Penalty: 135041.625000
Iteration 242Q: 39 clusters Score -1.577149e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131185 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24563 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24170 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28904 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101086 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222178 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15353 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5545 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10404 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714912.000000 Penalty: 135041.625000
Iteration 243Q: 39 clusters Score -1.577149e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131185 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24563 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24172 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28904 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101086 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222176 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15353 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5545 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10404 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714896.000000 Penalty: 135041.625000
Iteration 244Q: 39 clusters Score -1.577149e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131185 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24563 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24172 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28904 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101086 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222176 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15353 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5545 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 10404 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -157714896.000000 Penalty: 135041.625000
Iteration 245F: 39 clusters Score -1.577149e+08 nChanged 0
Entering ConstructFrom: 
Score: -157714896.000000 Penalty: 135041.625000
Entering ConstructFrom: 
Trying to split cluster 1 (9747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Entering Unmasked Estep 
Score: -898737.000000 Penalty: 2277.809326
	Iteration 0F: 2 clusters Score -898737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -891292.062500 Penalty: 4555.618652
	Iteration 0F: 3 clusters Score -891292.1 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -893496.500000 Penalty: 4555.618652
	Iteration 1F: 3 clusters Score -893496.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -893797.125000 Penalty: 4555.618652
	Iteration 2F: 3 clusters Score -893797.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -893988.437500 Penalty: 4555.618652
	Iteration 3Q: 3 clusters Score -893988.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -894143.625000 Penalty: 4555.618652
	Iteration 4Q: 3 clusters Score -894143.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -894278.312500 Penalty: 4555.618652
	Iteration 5Q: 3 clusters Score -894278.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -894413.750000 Penalty: 4555.618652
	Iteration 6Q: 3 clusters Score -894413.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -894573.187500 Penalty: 4555.618652
	Iteration 7Q: 3 clusters Score -894573.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -894764.437500 Penalty: 4555.618652
	Iteration 8Q: 3 clusters Score -894764.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -894972.937500 Penalty: 4555.618652
	Iteration 9Q: 3 clusters Score -894972.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -895180.937500 Penalty: 4555.618652
	Iteration 10Q: 3 clusters Score -895180.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -895374.437500 Penalty: 4555.618652
	Iteration 11Q: 3 clusters Score -895374.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -895575.562500 Penalty: 4555.618652
	Iteration 12Q: 3 clusters Score -895575.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -895773.187500 Penalty: 4555.618652
	Iteration 13Q: 3 clusters Score -895773.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -895970.000000 Penalty: 4555.618652
	Iteration 14Q: 3 clusters Score -895970 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -896187.625000 Penalty: 4555.618652
	Iteration 15Q: 3 clusters Score -896187.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -896380.312500 Penalty: 4555.618652
	Iteration 16Q: 3 clusters Score -896380.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -896547.062500 Penalty: 4555.618652
	Iteration 17Q: 3 clusters Score -896547.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -896684.750000 Penalty: 4555.618652
	Iteration 18Q: 3 clusters Score -896684.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -896784.562500 Penalty: 4555.618652
	Iteration 19Q: 3 clusters Score -896784.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -896884.500000 Penalty: 4555.618652
	Iteration 20F: 3 clusters Score -896884.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -896972.625000 Penalty: 4555.618652
	Iteration 21Q: 3 clusters Score -896972.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -897068.750000 Penalty: 4555.618652
	Iteration 22Q: 3 clusters Score -897068.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -897159.500000 Penalty: 4555.618652
	Iteration 23Q: 3 clusters Score -897159.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -897224.625000 Penalty: 4555.618652
	Iteration 24Q: 3 clusters Score -897224.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -897270.625000 Penalty: 4555.618652
	Iteration 25Q: 3 clusters Score -897270.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -897289.312500 Penalty: 4555.618652
	Iteration 26Q: 3 clusters Score -897289.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -897303.875000 Penalty: 4555.618652
	Iteration 27Q: 3 clusters Score -897303.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -897317.375000 Penalty: 4555.618652
	Iteration 28Q: 3 clusters Score -897317.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -897325.375000 Penalty: 4555.618652
	Iteration 29Q: 3 clusters Score -897325.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -897330.875000 Penalty: 4555.618652
	Iteration 30Q: 3 clusters Score -897330.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -897341.812500 Penalty: 4555.618652
	Iteration 31Q: 3 clusters Score -897341.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -897349.937500 Penalty: 4555.618652
	Iteration 32Q: 3 clusters Score -897349.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -897358.937500 Penalty: 4555.618652
	Iteration 33Q: 3 clusters Score -897358.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -897361.625000 Penalty: 4555.618652
	Iteration 34Q: 3 clusters Score -897361.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -897363.437500 Penalty: 4555.618652
	Iteration 35Q: 3 clusters Score -897363.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -897366.000000 Penalty: 4555.618652
	Iteration 36Q: 3 clusters Score -897366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -897366.625000 Penalty: 4555.618652
	Iteration 37Q: 3 clusters Score -897366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -897367.250000 Penalty: 4555.618652
	Iteration 38Q: 3 clusters Score -897367.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -897372.500000 Penalty: 4555.618652
	Iteration 39F: 3 clusters Score -897372.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -897376.375000 Penalty: 4555.618652
	Iteration 40F: 3 clusters Score -897376.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -897378.312500 Penalty: 4555.618652
	Iteration 41Q: 3 clusters Score -897378.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -897378.312500 Penalty: 4555.618652
	Iteration 42F: 3 clusters Score -897378.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Entering Unmasked Estep 
Score: -861684.937500 Penalty: 2266.832764
	Iteration 0F: 2 clusters Score -861684.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -854407.312500 Penalty: 4533.665527
	Iteration 0F: 3 clusters Score -854407.3 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -856557.062500 Penalty: 4533.665527
	Iteration 1F: 3 clusters Score -856557.1 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -857219.812500 Penalty: 4533.665527
	Iteration 2F: 3 clusters Score -857219.8 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -857891.812500 Penalty: 4533.665527
	Iteration 3F: 3 clusters Score -857891.8 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -858485.937500 Penalty: 4533.665527
	Iteration 4F: 3 clusters Score -858485.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -858901.375000 Penalty: 4533.665527
	Iteration 5F: 3 clusters Score -858901.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -859163.562500 Penalty: 4533.665527
	Iteration 6Q: 3 clusters Score -859163.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -859320.000000 Penalty: 4533.665527
	Iteration 7Q: 3 clusters Score -859320 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -859425.312500 Penalty: 4533.665527
	Iteration 8Q: 3 clusters Score -859425.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -859489.500000 Penalty: 4533.665527
	Iteration 9Q: 3 clusters Score -859489.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -859541.750000 Penalty: 4533.665527
	Iteration 10Q: 3 clusters Score -859541.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -859580.312500 Penalty: 4533.665527
	Iteration 11Q: 3 clusters Score -859580.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -859624.250000 Penalty: 4533.665527
	Iteration 12Q: 3 clusters Score -859624.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -859666.062500 Penalty: 4533.665527
	Iteration 13Q: 3 clusters Score -859666.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -859709.625000 Penalty: 4533.665527
	Iteration 14Q: 3 clusters Score -859709.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -859749.562500 Penalty: 4533.665527
	Iteration 15Q: 3 clusters Score -859749.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -859790.875000 Penalty: 4533.665527
	Iteration 16Q: 3 clusters Score -859790.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -859826.437500 Penalty: 4533.665527
	Iteration 17Q: 3 clusters Score -859826.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -859862.062500 Penalty: 4533.665527
	Iteration 18Q: 3 clusters Score -859862.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -859905.375000 Penalty: 4533.665527
	Iteration 19Q: 3 clusters Score -859905.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -859943.500000 Penalty: 4533.665527
	Iteration 20F: 3 clusters Score -859943.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -859975.937500 Penalty: 4533.665527
	Iteration 21Q: 3 clusters Score -859975.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -860006.312500 Penalty: 4533.665527
	Iteration 22Q: 3 clusters Score -860006.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -860039.250000 Penalty: 4533.665527
	Iteration 23Q: 3 clusters Score -860039.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -860062.187500 Penalty: 4533.665527
	Iteration 24Q: 3 clusters Score -860062.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -860077.937500 Penalty: 4533.665527
	Iteration 25Q: 3 clusters Score -860077.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -860100.437500 Penalty: 4533.665527
	Iteration 26Q: 3 clusters Score -860100.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -860118.875000 Penalty: 4533.665527
	Iteration 27Q: 3 clusters Score -860118.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -860129.812500 Penalty: 4533.665527
	Iteration 28Q: 3 clusters Score -860129.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -860141.937500 Penalty: 4533.665527
	Iteration 29Q: 3 clusters Score -860141.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -860153.000000 Penalty: 4533.665527
	Iteration 30Q: 3 clusters Score -860153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -860161.687500 Penalty: 4533.665527
	Iteration 31Q: 3 clusters Score -860161.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -860173.187500 Penalty: 4533.665527
	Iteration 32Q: 3 clusters Score -860173.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -860179.750000 Penalty: 4533.665527
	Iteration 33Q: 3 clusters Score -860179.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -860178.750000 Penalty: 4533.665527
	Iteration 34Q: 3 clusters Score -860178.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -860180.562500 Penalty: 4533.665527
	Iteration 35Q: 3 clusters Score -860180.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -860181.812500 Penalty: 4533.665527
	Iteration 36Q: 3 clusters Score -860181.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -860183.500000 Penalty: 4533.665527
	Iteration 37Q: 3 clusters Score -860183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -860182.562500 Penalty: 4533.665527
	Iteration 38Q: 3 clusters Score -860182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -860183.437500 Penalty: 4533.665527
	Iteration 39Q: 3 clusters Score -860183.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -860185.875000 Penalty: 4533.665527
	Iteration 40F: 3 clusters Score -860185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -860188.062500 Penalty: 4533.665527
	Iteration 41Q: 3 clusters Score -860188.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -860186.937500 Penalty: 4533.665527
	Iteration 42Q: 3 clusters Score -860186.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -860190.875000 Penalty: 4533.665527
	Iteration 43Q: 3 clusters Score -860190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -860190.937500 Penalty: 4533.665527
	Iteration 44Q: 3 clusters Score -860190.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -860191.062500 Penalty: 4533.665527
	Iteration 45Q: 3 clusters Score -860191.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -860192.500000 Penalty: 4533.665527
	Iteration 46Q: 3 clusters Score -860192.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -860193.562500 Penalty: 4533.665527
	Iteration 47Q: 3 clusters Score -860193.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -860194.312500 Penalty: 4533.665527
	Iteration 48Q: 3 clusters Score -860194.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -860196.500000 Penalty: 4533.665527
	Iteration 49Q: 3 clusters Score -860196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -860198.000000 Penalty: 4533.665527
	Iteration 50Q: 3 clusters Score -860198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -860198.187500 Penalty: 4533.665527
	Iteration 51Q: 3 clusters Score -860198.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -860196.937500 Penalty: 4533.665527
	Iteration 52Q: 3 clusters Score -860196.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -860198.687500 Penalty: 4533.665527
	Iteration 53Q: 3 clusters Score -860198.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -860200.000000 Penalty: 4533.665527
	Iteration 54Q: 3 clusters Score -860200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -860200.375000 Penalty: 4533.665527
	Iteration 55Q: 3 clusters Score -860200.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -860203.437500 Penalty: 4533.665527
	Iteration 56Q: 3 clusters Score -860203.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -860204.000000 Penalty: 4533.665527
	Iteration 57Q: 3 clusters Score -860204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -860204.000000 Penalty: 4533.665527
	Iteration 58Q: 3 clusters Score -860204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -860204.000000 Penalty: 4533.665527
	Iteration 59F: 3 clusters Score -860204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Entering Unmasked Estep 
Score: -1224505.500000 Penalty: 2355.056641
	Iteration 0F: 2 clusters Score -1224506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1214807.250000 Penalty: 4710.113281
	Iteration 0F: 3 clusters Score -1214807 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1217850.125000 Penalty: 4710.113281
	Iteration 1F: 3 clusters Score -1217850 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1218266.000000 Penalty: 4710.113281
	Iteration 2F: 3 clusters Score -1218266 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1218635.375000 Penalty: 4710.113281
	Iteration 3F: 3 clusters Score -1218635 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1219053.500000 Penalty: 4710.113281
	Iteration 4F: 3 clusters Score -1219054 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1219562.375000 Penalty: 4710.113281
	Iteration 5F: 3 clusters Score -1219562 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1220202.250000 Penalty: 4710.113281
	Iteration 6F: 3 clusters Score -1220202 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1221046.750000 Penalty: 4710.113281
	Iteration 7F: 3 clusters Score -1221047 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1221900.500000 Penalty: 4710.113281
	Iteration 8F: 3 clusters Score -1221900 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1222614.875000 Penalty: 4710.113281
	Iteration 9F: 3 clusters Score -1222615 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1223000.875000 Penalty: 4710.113281
	Iteration 10Q: 3 clusters Score -1223001 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1223229.750000 Penalty: 4710.113281
	Iteration 11Q: 3 clusters Score -1223230 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1223417.750000 Penalty: 4710.113281
	Iteration 12Q: 3 clusters Score -1223418 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1223582.000000 Penalty: 4710.113281
	Iteration 13Q: 3 clusters Score -1223582 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1223708.500000 Penalty: 4710.113281
	Iteration 14Q: 3 clusters Score -1223708 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1223798.750000 Penalty: 4710.113281
	Iteration 15Q: 3 clusters Score -1223799 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1223867.750000 Penalty: 4710.113281
	Iteration 16Q: 3 clusters Score -1223868 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1223914.375000 Penalty: 4710.113281
	Iteration 17Q: 3 clusters Score -1223914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1223944.750000 Penalty: 4710.113281
	Iteration 18Q: 3 clusters Score -1223945 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1223968.500000 Penalty: 4710.113281
	Iteration 19Q: 3 clusters Score -1223968 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1223995.625000 Penalty: 4710.113281
	Iteration 20F: 3 clusters Score -1223996 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1224018.375000 Penalty: 4710.113281
	Iteration 21Q: 3 clusters Score -1224018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1224043.875000 Penalty: 4710.113281
	Iteration 22Q: 3 clusters Score -1224044 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1224053.250000 Penalty: 4710.113281
	Iteration 23Q: 3 clusters Score -1224053 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1224071.375000 Penalty: 4710.113281
	Iteration 24Q: 3 clusters Score -1224071 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1224081.125000 Penalty: 4710.113281
	Iteration 25Q: 3 clusters Score -1224081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1224091.625000 Penalty: 4710.113281
	Iteration 26Q: 3 clusters Score -1224092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1224096.875000 Penalty: 4710.113281
	Iteration 27Q: 3 clusters Score -1224097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1224105.000000 Penalty: 4710.113281
	Iteration 28Q: 3 clusters Score -1224105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1224108.750000 Penalty: 4710.113281
	Iteration 29Q: 3 clusters Score -1224109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1224118.250000 Penalty: 4710.113281
	Iteration 30Q: 3 clusters Score -1224118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1224123.125000 Penalty: 4710.113281
	Iteration 31Q: 3 clusters Score -1224123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1224133.625000 Penalty: 4710.113281
	Iteration 32Q: 3 clusters Score -1224134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1224139.375000 Penalty: 4710.113281
	Iteration 33Q: 3 clusters Score -1224139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1224142.875000 Penalty: 4710.113281
	Iteration 34Q: 3 clusters Score -1224143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1224146.750000 Penalty: 4710.113281
	Iteration 35Q: 3 clusters Score -1224147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1224148.625000 Penalty: 4710.113281
	Iteration 36Q: 3 clusters Score -1224149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1224156.375000 Penalty: 4710.113281
	Iteration 37Q: 3 clusters Score -1224156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1224158.500000 Penalty: 4710.113281
	Iteration 38Q: 3 clusters Score -1224158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1224155.000000 Penalty: 4710.113281
	Iteration 39Q: 3 clusters Score -1224155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1224160.000000 Penalty: 4710.113281
	Iteration 40F: 3 clusters Score -1224160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1224157.500000 Penalty: 4710.113281
	Iteration 41Q: 3 clusters Score -1224158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1224157.000000 Penalty: 4710.113281
	Iteration 42Q: 3 clusters Score -1224157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1224157.000000 Penalty: 4710.113281
	Iteration 43F: 3 clusters Score -1224157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Entering Unmasked Estep 
Score: -853573.875000 Penalty: 2250.991943
	Iteration 0F: 2 clusters Score -853573.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -846711.937500 Penalty: 4501.983887
	Iteration 0F: 3 clusters Score -846711.9 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -848643.125000 Penalty: 4501.983887
	Iteration 1F: 3 clusters Score -848643.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -848933.062500 Penalty: 4501.983887
	Iteration 2F: 3 clusters Score -848933.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -849150.312500 Penalty: 4501.983887
	Iteration 3F: 3 clusters Score -849150.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -849335.375000 Penalty: 4501.983887
	Iteration 4Q: 3 clusters Score -849335.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -849508.125000 Penalty: 4501.983887
	Iteration 5Q: 3 clusters Score -849508.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -849678.312500 Penalty: 4501.983887
	Iteration 6Q: 3 clusters Score -849678.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -849860.000000 Penalty: 4501.983887
	Iteration 7Q: 3 clusters Score -849860 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -850075.500000 Penalty: 4501.983887
	Iteration 8Q: 3 clusters Score -850075.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -850293.125000 Penalty: 4501.983887
	Iteration 9Q: 3 clusters Score -850293.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -850479.875000 Penalty: 4501.983887
	Iteration 10Q: 3 clusters Score -850479.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -850662.687500 Penalty: 4501.983887
	Iteration 11Q: 3 clusters Score -850662.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -850826.812500 Penalty: 4501.983887
	Iteration 12Q: 3 clusters Score -850826.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -850959.125000 Penalty: 4501.983887
	Iteration 13Q: 3 clusters Score -850959.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -851082.000000 Penalty: 4501.983887
	Iteration 14Q: 3 clusters Score -851082 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -851208.875000 Penalty: 4501.983887
	Iteration 15Q: 3 clusters Score -851208.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -851293.000000 Penalty: 4501.983887
	Iteration 16Q: 3 clusters Score -851293 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -851349.312500 Penalty: 4501.983887
	Iteration 17Q: 3 clusters Score -851349.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -851393.937500 Penalty: 4501.983887
	Iteration 18Q: 3 clusters Score -851393.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -851429.062500 Penalty: 4501.983887
	Iteration 19Q: 3 clusters Score -851429.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -851456.500000 Penalty: 4501.983887
	Iteration 20F: 3 clusters Score -851456.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -851480.937500 Penalty: 4501.983887
	Iteration 21Q: 3 clusters Score -851480.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -851505.937500 Penalty: 4501.983887
	Iteration 22Q: 3 clusters Score -851505.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -851545.437500 Penalty: 4501.983887
	Iteration 23Q: 3 clusters Score -851545.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -851574.125000 Penalty: 4501.983887
	Iteration 24Q: 3 clusters Score -851574.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -851600.437500 Penalty: 4501.983887
	Iteration 25Q: 3 clusters Score -851600.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -851614.062500 Penalty: 4501.983887
	Iteration 26Q: 3 clusters Score -851614.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -851623.812500 Penalty: 4501.983887
	Iteration 27Q: 3 clusters Score -851623.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -851629.437500 Penalty: 4501.983887
	Iteration 28Q: 3 clusters Score -851629.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -851637.000000 Penalty: 4501.983887
	Iteration 29Q: 3 clusters Score -851637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -851644.437500 Penalty: 4501.983887
	Iteration 30Q: 3 clusters Score -851644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -851644.375000 Penalty: 4501.983887
	Iteration 31Q: 3 clusters Score -851644.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -851647.437500 Penalty: 4501.983887
	Iteration 32Q: 3 clusters Score -851647.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -851652.187500 Penalty: 4501.983887
	Iteration 33Q: 3 clusters Score -851652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -851656.125000 Penalty: 4501.983887
	Iteration 34Q: 3 clusters Score -851656.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -851662.750000 Penalty: 4501.983887
	Iteration 35Q: 3 clusters Score -851662.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -851670.250000 Penalty: 4501.983887
	Iteration 36Q: 3 clusters Score -851670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -851676.500000 Penalty: 4501.983887
	Iteration 37Q: 3 clusters Score -851676.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -851677.500000 Penalty: 4501.983887
	Iteration 38Q: 3 clusters Score -851677.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -851679.750000 Penalty: 4501.983887
	Iteration 39Q: 3 clusters Score -851679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -851680.000000 Penalty: 4501.983887
	Iteration 40F: 3 clusters Score -851680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Entering Unmasked Estep 
Score: -2114806.250000 Penalty: 2488.200684
	Iteration 0F: 2 clusters Score -2114806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2098806.000000 Penalty: 4976.401367
	Iteration 0F: 3 clusters Score -2098806 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2104406.000000 Penalty: 4976.401367
	Iteration 1F: 3 clusters Score -2104406 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2105018.000000 Penalty: 4976.401367
	Iteration 2F: 3 clusters Score -2105018 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2105708.500000 Penalty: 4976.401367
	Iteration 3F: 3 clusters Score -2105708 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2106527.500000 Penalty: 4976.401367
	Iteration 4F: 3 clusters Score -2106528 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2107392.250000 Penalty: 4976.401367
	Iteration 5F: 3 clusters Score -2107392 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2108219.750000 Penalty: 4976.401367
	Iteration 6F: 3 clusters Score -2108220 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2109019.000000 Penalty: 4976.401367
	Iteration 7F: 3 clusters Score -2109019 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2109741.250000 Penalty: 4976.401367
	Iteration 8Q: 3 clusters Score -2109741 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2110395.500000 Penalty: 4976.401367
	Iteration 9Q: 3 clusters Score -2110396 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2110931.250000 Penalty: 4976.401367
	Iteration 10Q: 3 clusters Score -2110931 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2111372.250000 Penalty: 4976.401367
	Iteration 11Q: 3 clusters Score -2111372 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2111727.750000 Penalty: 4976.401367
	Iteration 12Q: 3 clusters Score -2111728 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2112008.500000 Penalty: 4976.401367
	Iteration 13Q: 3 clusters Score -2112008 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2112220.000000 Penalty: 4976.401367
	Iteration 14Q: 3 clusters Score -2112220 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -2112372.250000 Penalty: 4976.401367
	Iteration 15Q: 3 clusters Score -2112372 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2112475.000000 Penalty: 4976.401367
	Iteration 16Q: 3 clusters Score -2112475 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -2112560.750000 Penalty: 4976.401367
	Iteration 17Q: 3 clusters Score -2112561 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2112601.500000 Penalty: 4976.401367
	Iteration 18Q: 3 clusters Score -2112602 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2112635.250000 Penalty: 4976.401367
	Iteration 19Q: 3 clusters Score -2112635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2112660.500000 Penalty: 4976.401367
	Iteration 20F: 3 clusters Score -2112660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2112674.250000 Penalty: 4976.401367
	Iteration 21Q: 3 clusters Score -2112674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2112689.750000 Penalty: 4976.401367
	Iteration 22Q: 3 clusters Score -2112690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -2112704.500000 Penalty: 4976.401367
	Iteration 23Q: 3 clusters Score -2112704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2112715.250000 Penalty: 4976.401367
	Iteration 24Q: 3 clusters Score -2112715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2112720.750000 Penalty: 4976.401367
	Iteration 25Q: 3 clusters Score -2112721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2112723.750000 Penalty: 4976.401367
	Iteration 26Q: 3 clusters Score -2112724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -2112725.000000 Penalty: 4976.401367
	Iteration 27Q: 3 clusters Score -2112725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -2112725.000000 Penalty: 4976.401367
	Iteration 28F: 3 clusters Score -2112725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (131185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131185 members 
Entering Unmasked Estep 
Score: -12723718.000000 Penalty: 2922.522217
	Iteration 0F: 2 clusters Score -1.272372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65458 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -12636323.000000 Penalty: 5845.044434
	Iteration 0F: 3 clusters Score -1.263632e+07 nChanged 62326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -12671654.000000 Penalty: 5845.044434
	Iteration 1F: 3 clusters Score -1.267165e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -12672331.000000 Penalty: 5845.044434
	Iteration 2Q: 3 clusters Score -1.267233e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61988 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -12673118.000000 Penalty: 5845.044434
	Iteration 3Q: 3 clusters Score -1.267312e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 71244 members 
Entering Unmasked Estep 
Score: -12674060.000000 Penalty: 5845.044434
	Iteration 4Q: 3 clusters Score -1.267406e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 74382 members 
Entering Unmasked Estep 
Score: -12675396.000000 Penalty: 5845.044434
	Iteration 5Q: 3 clusters Score -1.26754e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 79077 members 
Entering Unmasked Estep 
Score: -12677666.000000 Penalty: 5845.044434
	Iteration 6Q: 3 clusters Score -1.267767e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -12681489.000000 Penalty: 5845.044434
	Iteration 7F: 3 clusters Score -1.268149e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 94467 members 
Entering Unmasked Estep 
Score: -12687815.000000 Penalty: 5845.044434
	Iteration 8F: 3 clusters Score -1.268782e+07 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 104909 members 
Entering Unmasked Estep 
Score: -12696682.000000 Penalty: 5845.044434
	Iteration 9F: 3 clusters Score -1.269668e+07 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 115081 members 
Entering Unmasked Estep 
Score: -12706014.000000 Penalty: 5845.044434
	Iteration 10F: 3 clusters Score -1.270601e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 122960 members 
Entering Unmasked Estep 
Score: -12713562.000000 Penalty: 5845.044434
	Iteration 11F: 3 clusters Score -1.271356e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 127703 members 
Entering Unmasked Estep 
Score: -12718012.000000 Penalty: 5845.044434
	Iteration 12Q: 3 clusters Score -1.271801e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 129889 members 
Entering Unmasked Estep 
Score: -12720026.000000 Penalty: 5845.044434
	Iteration 13Q: 3 clusters Score -1.272003e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 130616 members 
Entering Unmasked Estep 
Score: -12720735.000000 Penalty: 5845.044434
	Iteration 14Q: 3 clusters Score -1.272074e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 130805 members 
Entering Unmasked Estep 
Score: -12720913.000000 Penalty: 5845.044434
	Iteration 15Q: 3 clusters Score -1.272091e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 130856 members 
Entering Unmasked Estep 
Score: -12720998.000000 Penalty: 5845.044434
	Iteration 16Q: 3 clusters Score -1.2721e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 130882 members 
Entering Unmasked Estep 
Score: -12721040.000000 Penalty: 5845.044434
	Iteration 17Q: 3 clusters Score -1.272104e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 130899 members 
Entering Unmasked Estep 
Score: -12721077.000000 Penalty: 5845.044434
	Iteration 18Q: 3 clusters Score -1.272108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 130913 members 
Entering Unmasked Estep 
Score: -12721115.000000 Penalty: 5845.044434
	Iteration 19Q: 3 clusters Score -1.272112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 130922 members 
Entering Unmasked Estep 
Score: -12721121.000000 Penalty: 5845.044434
	Iteration 20F: 3 clusters Score -1.272112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 130927 members 
Entering Unmasked Estep 
Score: -12721137.000000 Penalty: 5845.044434
	Iteration 21Q: 3 clusters Score -1.272114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 130930 members 
Entering Unmasked Estep 
Score: -12721140.000000 Penalty: 5845.044434
	Iteration 22Q: 3 clusters Score -1.272114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 130930 members 
Entering Unmasked Estep 
Score: -12721152.000000 Penalty: 5845.044434
	Iteration 23Q: 3 clusters Score -1.272115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 130931 members 
Entering Unmasked Estep 
Score: -12721159.000000 Penalty: 5845.044434
	Iteration 24Q: 3 clusters Score -1.272116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 130933 members 
Entering Unmasked Estep 
Score: -12721155.000000 Penalty: 5845.044434
	Iteration 25Q: 3 clusters Score -1.272116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 130935 members 
Entering Unmasked Estep 
Score: -12721158.000000 Penalty: 5845.044434
	Iteration 26Q: 3 clusters Score -1.272116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 130936 members 
Entering Unmasked Estep 
Score: -12721161.000000 Penalty: 5845.044434
	Iteration 27Q: 3 clusters Score -1.272116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 130936 members 
Entering Unmasked Estep 
Score: -12721161.000000 Penalty: 5845.044434
	Iteration 28F: 3 clusters Score -1.272116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (64832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64832 members 
Entering Unmasked Estep 
Score: -6282665.500000 Penalty: 2747.729492
	Iteration 0F: 2 clusters Score -6282666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -6239124.500000 Penalty: 5495.458984
	Iteration 0F: 3 clusters Score -6239124 nChanged 30297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -6257034.500000 Penalty: 5495.458984
	Iteration 1F: 3 clusters Score -6257034 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -6258417.500000 Penalty: 5495.458984
	Iteration 2Q: 3 clusters Score -6258418 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -6260354.000000 Penalty: 5495.458984
	Iteration 3F: 3 clusters Score -6260354 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -6263054.000000 Penalty: 5495.458984
	Iteration 4F: 3 clusters Score -6263054 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -6266430.000000 Penalty: 5495.458984
	Iteration 5F: 3 clusters Score -6266430 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -6269687.000000 Penalty: 5495.458984
	Iteration 6F: 3 clusters Score -6269687 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -6272367.000000 Penalty: 5495.458984
	Iteration 7F: 3 clusters Score -6272367 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -6274421.000000 Penalty: 5495.458984
	Iteration 8F: 3 clusters Score -6274421 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -6276093.500000 Penalty: 5495.458984
	Iteration 9Q: 3 clusters Score -6276094 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -6277311.000000 Penalty: 5495.458984
	Iteration 10Q: 3 clusters Score -6277311 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -6278263.000000 Penalty: 5495.458984
	Iteration 11Q: 3 clusters Score -6278263 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60280 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -6279035.500000 Penalty: 5495.458984
	Iteration 12Q: 3 clusters Score -6279036 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -6279552.000000 Penalty: 5495.458984
	Iteration 13Q: 3 clusters Score -6279552 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -6279970.000000 Penalty: 5495.458984
	Iteration 14Q: 3 clusters Score -6279970 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -6280359.000000 Penalty: 5495.458984
	Iteration 15Q: 3 clusters Score -6280359 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -6280651.500000 Penalty: 5495.458984
	Iteration 16Q: 3 clusters Score -6280652 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6280853.000000 Penalty: 5495.458984
	Iteration 17Q: 3 clusters Score -6280853 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6281027.500000 Penalty: 5495.458984
	Iteration 18Q: 3 clusters Score -6281028 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6281178.000000 Penalty: 5495.458984
	Iteration 19Q: 3 clusters Score -6281178 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6281367.000000 Penalty: 5495.458984
	Iteration 20F: 3 clusters Score -6281367 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -6281494.500000 Penalty: 5495.458984
	Iteration 21Q: 3 clusters Score -6281494 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63052 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6281625.000000 Penalty: 5495.458984
	Iteration 22Q: 3 clusters Score -6281625 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6281717.000000 Penalty: 5495.458984
	Iteration 23Q: 3 clusters Score -6281717 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6281755.000000 Penalty: 5495.458984
	Iteration 24Q: 3 clusters Score -6281755 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6281782.000000 Penalty: 5495.458984
	Iteration 25Q: 3 clusters Score -6281782 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6281792.500000 Penalty: 5495.458984
	Iteration 26Q: 3 clusters Score -6281792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6281799.500000 Penalty: 5495.458984
	Iteration 27Q: 3 clusters Score -6281800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6281805.500000 Penalty: 5495.458984
	Iteration 28Q: 3 clusters Score -6281806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6281815.500000 Penalty: 5495.458984
	Iteration 29Q: 3 clusters Score -6281816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6281808.500000 Penalty: 5495.458984
	Iteration 30Q: 3 clusters Score -6281808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6281807.500000 Penalty: 5495.458984
	Iteration 31Q: 3 clusters Score -6281808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6281816.000000 Penalty: 5495.458984
	Iteration 32Q: 3 clusters Score -6281816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6281824.000000 Penalty: 5495.458984
	Iteration 33Q: 3 clusters Score -6281824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6281826.500000 Penalty: 5495.458984
	Iteration 34Q: 3 clusters Score -6281826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6281828.000000 Penalty: 5495.458984
	Iteration 35Q: 3 clusters Score -6281828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6281840.500000 Penalty: 5495.458984
	Iteration 36Q: 3 clusters Score -6281840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6281842.000000 Penalty: 5495.458984
	Iteration 37Q: 3 clusters Score -6281842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6281840.000000 Penalty: 5495.458984
	Iteration 38Q: 3 clusters Score -6281840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6281848.000000 Penalty: 5495.458984
	Iteration 39Q: 3 clusters Score -6281848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6281850.000000 Penalty: 5495.458984
	Iteration 40F: 3 clusters Score -6281850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6281855.500000 Penalty: 5495.458984
	Iteration 41Q: 3 clusters Score -6281856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6281854.000000 Penalty: 5495.458984
	Iteration 42Q: 3 clusters Score -6281854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6281852.500000 Penalty: 5495.458984
	Iteration 43Q: 3 clusters Score -6281852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6281863.500000 Penalty: 5495.458984
	Iteration 44Q: 3 clusters Score -6281864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6281858.000000 Penalty: 5495.458984
	Iteration 45Q: 3 clusters Score -6281858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6281857.500000 Penalty: 5495.458984
	Iteration 46Q: 3 clusters Score -6281858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63006 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6281858.500000 Penalty: 5495.458984
	Iteration 47Q: 3 clusters Score -6281858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6281858.000000 Penalty: 5495.458984
	Iteration 48Q: 3 clusters Score -6281858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6281858.000000 Penalty: 5495.458984
	Iteration 49Q: 3 clusters Score -6281858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6281857.500000 Penalty: 5495.458984
	Iteration 50Q: 3 clusters Score -6281858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6281858.000000 Penalty: 5495.458984
	Iteration 51Q: 3 clusters Score -6281858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -6281858.000000 Penalty: 5495.458984
	Iteration 52Q: 3 clusters Score -6281858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6281859.000000 Penalty: 5495.458984
	Iteration 53Q: 3 clusters Score -6281859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6281863.000000 Penalty: 5495.458984
	Iteration 54Q: 3 clusters Score -6281863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6281865.500000 Penalty: 5495.458984
	Iteration 55Q: 3 clusters Score -6281866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6281870.000000 Penalty: 5495.458984
	Iteration 56Q: 3 clusters Score -6281870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6281867.500000 Penalty: 5495.458984
	Iteration 57Q: 3 clusters Score -6281868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63035 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6281870.500000 Penalty: 5495.458984
	Iteration 58Q: 3 clusters Score -6281870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -6281880.500000 Penalty: 5495.458984
	Iteration 59Q: 3 clusters Score -6281880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6281883.500000 Penalty: 5495.458984
	Iteration 60F: 3 clusters Score -6281884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63041 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6281888.000000 Penalty: 5495.458984
	Iteration 61Q: 3 clusters Score -6281888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63041 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6281883.500000 Penalty: 5495.458984
	Iteration 62Q: 3 clusters Score -6281884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63041 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6281883.500000 Penalty: 5495.458984
	Iteration 63F: 3 clusters Score -6281884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Entering Unmasked Estep 
Score: -1023979.000000 Penalty: 2307.710938
	Iteration 0F: 2 clusters Score -1023979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1015704.500000 Penalty: 4615.421875
	Iteration 0F: 3 clusters Score -1015704 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1018132.312500 Penalty: 4615.421875
	Iteration 1F: 3 clusters Score -1018132 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1018464.937500 Penalty: 4615.421875
	Iteration 2F: 3 clusters Score -1018465 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1018723.500000 Penalty: 4615.421875
	Iteration 3Q: 3 clusters Score -1018724 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1018935.125000 Penalty: 4615.421875
	Iteration 4Q: 3 clusters Score -1018935 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1019142.437500 Penalty: 4615.421875
	Iteration 5Q: 3 clusters Score -1019142 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1019370.687500 Penalty: 4615.421875
	Iteration 6Q: 3 clusters Score -1019371 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1019687.750000 Penalty: 4615.421875
	Iteration 7Q: 3 clusters Score -1019688 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1020064.687500 Penalty: 4615.421875
	Iteration 8Q: 3 clusters Score -1020065 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1020457.000000 Penalty: 4615.421875
	Iteration 9Q: 3 clusters Score -1020457 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1020872.687500 Penalty: 4615.421875
	Iteration 10Q: 3 clusters Score -1020873 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1021210.500000 Penalty: 4615.421875
	Iteration 11Q: 3 clusters Score -1021210 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1021457.687500 Penalty: 4615.421875
	Iteration 12Q: 3 clusters Score -1021458 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1021634.062500 Penalty: 4615.421875
	Iteration 13Q: 3 clusters Score -1021634 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1021764.500000 Penalty: 4615.421875
	Iteration 14Q: 3 clusters Score -1021764 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1021856.062500 Penalty: 4615.421875
	Iteration 15Q: 3 clusters Score -1021856 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1021930.812500 Penalty: 4615.421875
	Iteration 16Q: 3 clusters Score -1021931 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1021995.312500 Penalty: 4615.421875
	Iteration 17Q: 3 clusters Score -1021995 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1022051.125000 Penalty: 4615.421875
	Iteration 18Q: 3 clusters Score -1022051 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1022094.312500 Penalty: 4615.421875
	Iteration 19Q: 3 clusters Score -1022094 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1022124.250000 Penalty: 4615.421875
	Iteration 20F: 3 clusters Score -1022124 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1022155.000000 Penalty: 4615.421875
	Iteration 21Q: 3 clusters Score -1022155 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1022172.687500 Penalty: 4615.421875
	Iteration 22Q: 3 clusters Score -1022173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1022181.750000 Penalty: 4615.421875
	Iteration 23Q: 3 clusters Score -1022182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1022193.687500 Penalty: 4615.421875
	Iteration 24Q: 3 clusters Score -1022194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1022202.500000 Penalty: 4615.421875
	Iteration 25Q: 3 clusters Score -1022202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1022212.062500 Penalty: 4615.421875
	Iteration 26Q: 3 clusters Score -1022212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1022214.062500 Penalty: 4615.421875
	Iteration 27Q: 3 clusters Score -1022214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1022219.750000 Penalty: 4615.421875
	Iteration 28Q: 3 clusters Score -1022220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1022224.062500 Penalty: 4615.421875
	Iteration 29Q: 3 clusters Score -1022224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1022228.062500 Penalty: 4615.421875
	Iteration 30Q: 3 clusters Score -1022228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1022235.062500 Penalty: 4615.421875
	Iteration 31Q: 3 clusters Score -1022235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1022239.687500 Penalty: 4615.421875
	Iteration 32Q: 3 clusters Score -1022240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1022244.500000 Penalty: 4615.421875
	Iteration 33Q: 3 clusters Score -1022244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1022246.312500 Penalty: 4615.421875
	Iteration 34Q: 3 clusters Score -1022246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1022252.187500 Penalty: 4615.421875
	Iteration 35Q: 3 clusters Score -1022252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1022257.875000 Penalty: 4615.421875
	Iteration 36Q: 3 clusters Score -1022258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1022256.937500 Penalty: 4615.421875
	Iteration 37Q: 3 clusters Score -1022257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1022259.875000 Penalty: 4615.421875
	Iteration 38Q: 3 clusters Score -1022260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1022264.062500 Penalty: 4615.421875
	Iteration 39Q: 3 clusters Score -1022264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1022265.812500 Penalty: 4615.421875
	Iteration 40F: 3 clusters Score -1022266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1022265.625000 Penalty: 4615.421875
	Iteration 41Q: 3 clusters Score -1022266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1022268.875000 Penalty: 4615.421875
	Iteration 42Q: 3 clusters Score -1022269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1022268.312500 Penalty: 4615.421875
	Iteration 43Q: 3 clusters Score -1022268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1022267.750000 Penalty: 4615.421875
	Iteration 44Q: 3 clusters Score -1022268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1022269.062500 Penalty: 4615.421875
	Iteration 45Q: 3 clusters Score -1022269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1022269.250000 Penalty: 4615.421875
	Iteration 46Q: 3 clusters Score -1022269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1022269.250000 Penalty: 4615.421875
	Iteration 47F: 3 clusters Score -1022269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1907431.125000 Penalty: 2468.105957
	Iteration 0F: 2 clusters Score -1907431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1892814.625000 Penalty: 4936.211914
	Iteration 0F: 3 clusters Score -1892815 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1898231.500000 Penalty: 4936.211914
	Iteration 1F: 3 clusters Score -1898232 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1899329.125000 Penalty: 4936.211914
	Iteration 2F: 3 clusters Score -1899329 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1900655.500000 Penalty: 4936.211914
	Iteration 3F: 3 clusters Score -1900656 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1901881.750000 Penalty: 4936.211914
	Iteration 4F: 3 clusters Score -1901882 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1902752.625000 Penalty: 4936.211914
	Iteration 5F: 3 clusters Score -1902753 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1903305.500000 Penalty: 4936.211914
	Iteration 6F: 3 clusters Score -1903306 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1903643.750000 Penalty: 4936.211914
	Iteration 7Q: 3 clusters Score -1903644 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1903881.875000 Penalty: 4936.211914
	Iteration 8Q: 3 clusters Score -1903882 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1904077.500000 Penalty: 4936.211914
	Iteration 9Q: 3 clusters Score -1904078 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1904230.500000 Penalty: 4936.211914
	Iteration 10Q: 3 clusters Score -1904230 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1904379.750000 Penalty: 4936.211914
	Iteration 11Q: 3 clusters Score -1904380 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1904501.875000 Penalty: 4936.211914
	Iteration 12Q: 3 clusters Score -1904502 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1904591.875000 Penalty: 4936.211914
	Iteration 13Q: 3 clusters Score -1904592 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1904677.625000 Penalty: 4936.211914
	Iteration 14Q: 3 clusters Score -1904678 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1904753.500000 Penalty: 4936.211914
	Iteration 15Q: 3 clusters Score -1904754 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1904821.250000 Penalty: 4936.211914
	Iteration 16Q: 3 clusters Score -1904821 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1904895.000000 Penalty: 4936.211914
	Iteration 17Q: 3 clusters Score -1904895 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1904999.500000 Penalty: 4936.211914
	Iteration 18Q: 3 clusters Score -1905000 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1905128.125000 Penalty: 4936.211914
	Iteration 19Q: 3 clusters Score -1905128 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1905298.750000 Penalty: 4936.211914
	Iteration 20F: 3 clusters Score -1905299 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1905480.250000 Penalty: 4936.211914
	Iteration 21Q: 3 clusters Score -1905480 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1905732.875000 Penalty: 4936.211914
	Iteration 22Q: 3 clusters Score -1905733 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1905986.250000 Penalty: 4936.211914
	Iteration 23Q: 3 clusters Score -1905986 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1906177.500000 Penalty: 4936.211914
	Iteration 24Q: 3 clusters Score -1906178 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1906332.125000 Penalty: 4936.211914
	Iteration 25Q: 3 clusters Score -1906332 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1906415.750000 Penalty: 4936.211914
	Iteration 26Q: 3 clusters Score -1906416 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1906492.500000 Penalty: 4936.211914
	Iteration 27Q: 3 clusters Score -1906492 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1906556.375000 Penalty: 4936.211914
	Iteration 28Q: 3 clusters Score -1906556 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1906615.500000 Penalty: 4936.211914
	Iteration 29Q: 3 clusters Score -1906616 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1906676.375000 Penalty: 4936.211914
	Iteration 30Q: 3 clusters Score -1906676 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1906740.625000 Penalty: 4936.211914
	Iteration 31Q: 3 clusters Score -1906741 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1906795.125000 Penalty: 4936.211914
	Iteration 32Q: 3 clusters Score -1906795 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1906832.750000 Penalty: 4936.211914
	Iteration 33Q: 3 clusters Score -1906833 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1906864.375000 Penalty: 4936.211914
	Iteration 34Q: 3 clusters Score -1906864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1906879.750000 Penalty: 4936.211914
	Iteration 35Q: 3 clusters Score -1906880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1906895.125000 Penalty: 4936.211914
	Iteration 36Q: 3 clusters Score -1906895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1906899.750000 Penalty: 4936.211914
	Iteration 37Q: 3 clusters Score -1906900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1906902.750000 Penalty: 4936.211914
	Iteration 38Q: 3 clusters Score -1906903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1906906.500000 Penalty: 4936.211914
	Iteration 39Q: 3 clusters Score -1906906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1906906.375000 Penalty: 4936.211914
	Iteration 40F: 3 clusters Score -1906906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1906911.875000 Penalty: 4936.211914
	Iteration 41Q: 3 clusters Score -1906912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1906914.500000 Penalty: 4936.211914
	Iteration 42Q: 3 clusters Score -1906914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1906918.500000 Penalty: 4936.211914
	Iteration 43Q: 3 clusters Score -1906918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1906921.875000 Penalty: 4936.211914
	Iteration 44Q: 3 clusters Score -1906922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1906920.875000 Penalty: 4936.211914
	Iteration 45Q: 3 clusters Score -1906921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1906920.250000 Penalty: 4936.211914
	Iteration 46Q: 3 clusters Score -1906920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1906919.750000 Penalty: 4936.211914
	Iteration 47Q: 3 clusters Score -1906920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1906921.000000 Penalty: 4936.211914
	Iteration 48Q: 3 clusters Score -1906921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1906923.125000 Penalty: 4936.211914
	Iteration 49Q: 3 clusters Score -1906923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1906923.125000 Penalty: 4936.211914
	Iteration 50F: 3 clusters Score -1906923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Entering Unmasked Estep 
Score: -358112.500000 Penalty: 2046.671265
	Iteration 0F: 2 clusters Score -358112.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -354270.687500 Penalty: 4093.342529
	Iteration 0F: 3 clusters Score -354270.7 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -355183.843750 Penalty: 4093.342529
	Iteration 1F: 3 clusters Score -355183.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -355595.812500 Penalty: 4093.342529
	Iteration 2F: 3 clusters Score -355595.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -356092.843750 Penalty: 4093.342529
	Iteration 3F: 3 clusters Score -356092.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -356603.062500 Penalty: 4093.342529
	Iteration 4F: 3 clusters Score -356603.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -356937.218750 Penalty: 4093.342529
	Iteration 5F: 3 clusters Score -356937.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -357087.906250 Penalty: 4093.342529
	Iteration 6Q: 3 clusters Score -357087.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -357151.281250 Penalty: 4093.342529
	Iteration 7Q: 3 clusters Score -357151.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -357185.875000 Penalty: 4093.342529
	Iteration 8Q: 3 clusters Score -357185.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -357205.812500 Penalty: 4093.342529
	Iteration 9Q: 3 clusters Score -357205.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -357213.531250 Penalty: 4093.342529
	Iteration 10Q: 3 clusters Score -357213.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -357216.156250 Penalty: 4093.342529
	Iteration 11Q: 3 clusters Score -357216.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -357219.125000 Penalty: 4093.342529
	Iteration 12Q: 3 clusters Score -357219.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -357221.812500 Penalty: 4093.342529
	Iteration 13Q: 3 clusters Score -357221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -357223.750000 Penalty: 4093.342529
	Iteration 14Q: 3 clusters Score -357223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -357226.187500 Penalty: 4093.342529
	Iteration 15Q: 3 clusters Score -357226.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -357226.531250 Penalty: 4093.342529
	Iteration 16Q: 3 clusters Score -357226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -357226.750000 Penalty: 4093.342529
	Iteration 17Q: 3 clusters Score -357226.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -357226.750000 Penalty: 4093.342529
	Iteration 18F: 3 clusters Score -357226.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -970235.437500 Penalty: 2291.687744
	Iteration 0F: 2 clusters Score -970235.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -962339.625000 Penalty: 4583.375488
	Iteration 0F: 3 clusters Score -962339.6 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -964635.437500 Penalty: 4583.375488
	Iteration 1F: 3 clusters Score -964635.4 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -964985.437500 Penalty: 4583.375488
	Iteration 2F: 3 clusters Score -964985.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -965297.750000 Penalty: 4583.375488
	Iteration 3F: 3 clusters Score -965297.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -965580.625000 Penalty: 4583.375488
	Iteration 4Q: 3 clusters Score -965580.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -965931.687500 Penalty: 4583.375488
	Iteration 5Q: 3 clusters Score -965931.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -966342.375000 Penalty: 4583.375488
	Iteration 6Q: 3 clusters Score -966342.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -966804.562500 Penalty: 4583.375488
	Iteration 7Q: 3 clusters Score -966804.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -967340.750000 Penalty: 4583.375488
	Iteration 8Q: 3 clusters Score -967340.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -967812.250000 Penalty: 4583.375488
	Iteration 9Q: 3 clusters Score -967812.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -968107.937500 Penalty: 4583.375488
	Iteration 10Q: 3 clusters Score -968107.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -968299.250000 Penalty: 4583.375488
	Iteration 11Q: 3 clusters Score -968299.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -968478.937500 Penalty: 4583.375488
	Iteration 12Q: 3 clusters Score -968478.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -968654.875000 Penalty: 4583.375488
	Iteration 13Q: 3 clusters Score -968654.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -968829.125000 Penalty: 4583.375488
	Iteration 14Q: 3 clusters Score -968829.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -969015.000000 Penalty: 4583.375488
	Iteration 15Q: 3 clusters Score -969015 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -969224.375000 Penalty: 4583.375488
	Iteration 16Q: 3 clusters Score -969224.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -969416.687500 Penalty: 4583.375488
	Iteration 17Q: 3 clusters Score -969416.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -969572.000000 Penalty: 4583.375488
	Iteration 18Q: 3 clusters Score -969572 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -969720.687500 Penalty: 4583.375488
	Iteration 19Q: 3 clusters Score -969720.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -969860.875000 Penalty: 4583.375488
	Iteration 20F: 3 clusters Score -969860.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -969944.375000 Penalty: 4583.375488
	Iteration 21Q: 3 clusters Score -969944.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -970010.812500 Penalty: 4583.375488
	Iteration 22Q: 3 clusters Score -970010.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -970061.750000 Penalty: 4583.375488
	Iteration 23Q: 3 clusters Score -970061.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -970100.500000 Penalty: 4583.375488
	Iteration 24Q: 3 clusters Score -970100.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -970131.937500 Penalty: 4583.375488
	Iteration 25Q: 3 clusters Score -970131.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -970145.812500 Penalty: 4583.375488
	Iteration 26Q: 3 clusters Score -970145.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -970160.687500 Penalty: 4583.375488
	Iteration 27Q: 3 clusters Score -970160.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -970177.625000 Penalty: 4583.375488
	Iteration 28Q: 3 clusters Score -970177.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -970185.812500 Penalty: 4583.375488
	Iteration 29Q: 3 clusters Score -970185.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -970194.625000 Penalty: 4583.375488
	Iteration 30Q: 3 clusters Score -970194.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -970198.062500 Penalty: 4583.375488
	Iteration 31Q: 3 clusters Score -970198.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -970201.937500 Penalty: 4583.375488
	Iteration 32Q: 3 clusters Score -970201.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -970200.187500 Penalty: 4583.375488
	Iteration 33Q: 3 clusters Score -970200.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -970203.312500 Penalty: 4583.375488
	Iteration 34Q: 3 clusters Score -970203.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -970206.937500 Penalty: 4583.375488
	Iteration 35Q: 3 clusters Score -970206.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -970208.687500 Penalty: 4583.375488
	Iteration 36Q: 3 clusters Score -970208.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -970208.687500 Penalty: 4583.375488
	Iteration 37Q: 3 clusters Score -970208.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -970208.375000 Penalty: 4583.375488
	Iteration 38Q: 3 clusters Score -970208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -970209.937500 Penalty: 4583.375488
	Iteration 39Q: 3 clusters Score -970209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -970210.437500 Penalty: 4583.375488
	Iteration 40F: 3 clusters Score -970210.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -970207.937500 Penalty: 4583.375488
	Iteration 41Q: 3 clusters Score -970207.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -970207.187500 Penalty: 4583.375488
	Iteration 42Q: 3 clusters Score -970207.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -970206.750000 Penalty: 4583.375488
	Iteration 43Q: 3 clusters Score -970206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -970206.750000 Penalty: 4583.375488
	Iteration 44F: 3 clusters Score -970206.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Entering Unmasked Estep 
Score: -2401968.250000 Penalty: 2507.031006
	Iteration 0F: 2 clusters Score -2401968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2384869.250000 Penalty: 5014.062012
	Iteration 0F: 3 clusters Score -2384869 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2390916.500000 Penalty: 5014.062012
	Iteration 1F: 3 clusters Score -2390916 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2391351.750000 Penalty: 5014.062012
	Iteration 2Q: 3 clusters Score -2391352 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2391766.250000 Penalty: 5014.062012
	Iteration 3Q: 3 clusters Score -2391766 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2392151.750000 Penalty: 5014.062012
	Iteration 4Q: 3 clusters Score -2392152 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2392633.500000 Penalty: 5014.062012
	Iteration 5Q: 3 clusters Score -2392634 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2393319.500000 Penalty: 5014.062012
	Iteration 6Q: 3 clusters Score -2393320 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2394265.250000 Penalty: 5014.062012
	Iteration 7F: 3 clusters Score -2394265 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2395467.750000 Penalty: 5014.062012
	Iteration 8F: 3 clusters Score -2395468 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2396783.500000 Penalty: 5014.062012
	Iteration 9F: 3 clusters Score -2396784 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2398037.500000 Penalty: 5014.062012
	Iteration 10F: 3 clusters Score -2398038 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -2399032.750000 Penalty: 5014.062012
	Iteration 11Q: 3 clusters Score -2399033 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2399623.000000 Penalty: 5014.062012
	Iteration 12Q: 3 clusters Score -2399623 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -2399938.500000 Penalty: 5014.062012
	Iteration 13Q: 3 clusters Score -2399938 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -2400095.250000 Penalty: 5014.062012
	Iteration 14Q: 3 clusters Score -2400095 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2400179.000000 Penalty: 5014.062012
	Iteration 15Q: 3 clusters Score -2400179 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2400237.250000 Penalty: 5014.062012
	Iteration 16Q: 3 clusters Score -2400237 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2400272.500000 Penalty: 5014.062012
	Iteration 17Q: 3 clusters Score -2400272 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -2400293.500000 Penalty: 5014.062012
	Iteration 18Q: 3 clusters Score -2400294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2400307.250000 Penalty: 5014.062012
	Iteration 19Q: 3 clusters Score -2400307 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -2400322.000000 Penalty: 5014.062012
	Iteration 20F: 3 clusters Score -2400322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2400336.750000 Penalty: 5014.062012
	Iteration 21Q: 3 clusters Score -2400337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -2400350.750000 Penalty: 5014.062012
	Iteration 22Q: 3 clusters Score -2400351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -2400350.750000 Penalty: 5014.062012
	Iteration 23Q: 3 clusters Score -2400351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -2400363.750000 Penalty: 5014.062012
	Iteration 24Q: 3 clusters Score -2400364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -2400366.500000 Penalty: 5014.062012
	Iteration 25Q: 3 clusters Score -2400366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -2400368.750000 Penalty: 5014.062012
	Iteration 26Q: 3 clusters Score -2400369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2400368.250000 Penalty: 5014.062012
	Iteration 27Q: 3 clusters Score -2400368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2400367.500000 Penalty: 5014.062012
	Iteration 28Q: 3 clusters Score -2400368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -2400368.000000 Penalty: 5014.062012
	Iteration 29Q: 3 clusters Score -2400368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -2400364.250000 Penalty: 5014.062012
	Iteration 30Q: 3 clusters Score -2400364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -2400366.500000 Penalty: 5014.062012
	Iteration 31Q: 3 clusters Score -2400366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -2400367.250000 Penalty: 5014.062012
	Iteration 32Q: 3 clusters Score -2400367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2400365.750000 Penalty: 5014.062012
	Iteration 33Q: 3 clusters Score -2400366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -2400370.500000 Penalty: 5014.062012
	Iteration 34Q: 3 clusters Score -2400370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -2400375.250000 Penalty: 5014.062012
	Iteration 35Q: 3 clusters Score -2400375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -2400377.000000 Penalty: 5014.062012
	Iteration 36Q: 3 clusters Score -2400377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -2400373.500000 Penalty: 5014.062012
	Iteration 37Q: 3 clusters Score -2400374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2400377.000000 Penalty: 5014.062012
	Iteration 38Q: 3 clusters Score -2400377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -2400382.500000 Penalty: 5014.062012
	Iteration 39Q: 3 clusters Score -2400382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -2400379.000000 Penalty: 5014.062012
	Iteration 40F: 3 clusters Score -2400379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -2400378.750000 Penalty: 5014.062012
	Iteration 41Q: 3 clusters Score -2400379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -2400383.500000 Penalty: 5014.062012
	Iteration 42Q: 3 clusters Score -2400384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -2400383.500000 Penalty: 5014.062012
	Iteration 43Q: 3 clusters Score -2400384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -2400386.000000 Penalty: 5014.062012
	Iteration 44Q: 3 clusters Score -2400386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -2400383.250000 Penalty: 5014.062012
	Iteration 45Q: 3 clusters Score -2400383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2400384.500000 Penalty: 5014.062012
	Iteration 46Q: 3 clusters Score -2400384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -2400383.250000 Penalty: 5014.062012
	Iteration 47Q: 3 clusters Score -2400383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2400384.500000 Penalty: 5014.062012
	Iteration 48Q: 3 clusters Score -2400384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -2400387.000000 Penalty: 5014.062012
	Iteration 49Q: 3 clusters Score -2400387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2400386.250000 Penalty: 5014.062012
	Iteration 50Q: 3 clusters Score -2400386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -2400385.750000 Penalty: 5014.062012
	Iteration 51Q: 3 clusters Score -2400386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -2400390.000000 Penalty: 5014.062012
	Iteration 52Q: 3 clusters Score -2400390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -2400395.500000 Penalty: 5014.062012
	Iteration 53Q: 3 clusters Score -2400396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -2400395.500000 Penalty: 5014.062012
	Iteration 54Q: 3 clusters Score -2400396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -2400395.000000 Penalty: 5014.062012
	Iteration 55Q: 3 clusters Score -2400395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -2400395.000000 Penalty: 5014.062012
	Iteration 56F: 3 clusters Score -2400395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Entering Unmasked Estep 
Score: -257862.031250 Penalty: 1959.725220
	Iteration 0F: 2 clusters Score -257862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -254760.828125 Penalty: 3919.450439
	Iteration 0F: 3 clusters Score -254760.8 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -255346.203125 Penalty: 3919.450439
	Iteration 1F: 3 clusters Score -255346.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -255526.062500 Penalty: 3919.450439
	Iteration 2F: 3 clusters Score -255526.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -255625.015625 Penalty: 3919.450439
	Iteration 3Q: 3 clusters Score -255625 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -255665.390625 Penalty: 3919.450439
	Iteration 4Q: 3 clusters Score -255665.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -255688.234375 Penalty: 3919.450439
	Iteration 5Q: 3 clusters Score -255688.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -255706.234375 Penalty: 3919.450439
	Iteration 6Q: 3 clusters Score -255706.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -255722.406250 Penalty: 3919.450439
	Iteration 7Q: 3 clusters Score -255722.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -255740.703125 Penalty: 3919.450439
	Iteration 8Q: 3 clusters Score -255740.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -255754.500000 Penalty: 3919.450439
	Iteration 9Q: 3 clusters Score -255754.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -255769.609375 Penalty: 3919.450439
	Iteration 10Q: 3 clusters Score -255769.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -255778.093750 Penalty: 3919.450439
	Iteration 11Q: 3 clusters Score -255778.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -255783.703125 Penalty: 3919.450439
	Iteration 12Q: 3 clusters Score -255783.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -255792.078125 Penalty: 3919.450439
	Iteration 13Q: 3 clusters Score -255792.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -255797.218750 Penalty: 3919.450439
	Iteration 14Q: 3 clusters Score -255797.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -255800.562500 Penalty: 3919.450439
	Iteration 15Q: 3 clusters Score -255800.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -255804.296875 Penalty: 3919.450439
	Iteration 16Q: 3 clusters Score -255804.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -255808.718750 Penalty: 3919.450439
	Iteration 17Q: 3 clusters Score -255808.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -255813.468750 Penalty: 3919.450439
	Iteration 18Q: 3 clusters Score -255813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -255817.031250 Penalty: 3919.450439
	Iteration 19Q: 3 clusters Score -255817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -255818.625000 Penalty: 3919.450439
	Iteration 20F: 3 clusters Score -255818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -255820.015625 Penalty: 3919.450439
	Iteration 21Q: 3 clusters Score -255820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -255822.265625 Penalty: 3919.450439
	Iteration 22Q: 3 clusters Score -255822.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -255822.984375 Penalty: 3919.450439
	Iteration 23Q: 3 clusters Score -255823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -255823.421875 Penalty: 3919.450439
	Iteration 24Q: 3 clusters Score -255823.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -255823.421875 Penalty: 3919.450439
	Iteration 25F: 3 clusters Score -255823.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Entering Unmasked Estep 
Score: -2331822.500000 Penalty: 2503.051514
	Iteration 0F: 2 clusters Score -2331822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2315085.750000 Penalty: 5006.103027
	Iteration 0F: 3 clusters Score -2315086 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2320811.750000 Penalty: 5006.103027
	Iteration 1F: 3 clusters Score -2320812 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2321279.250000 Penalty: 5006.103027
	Iteration 2F: 3 clusters Score -2321279 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2321832.000000 Penalty: 5006.103027
	Iteration 3F: 3 clusters Score -2321832 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2322555.000000 Penalty: 5006.103027
	Iteration 4F: 3 clusters Score -2322555 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2323533.500000 Penalty: 5006.103027
	Iteration 5F: 3 clusters Score -2323534 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2324777.000000 Penalty: 5006.103027
	Iteration 6F: 3 clusters Score -2324777 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2326041.000000 Penalty: 5006.103027
	Iteration 7F: 3 clusters Score -2326041 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2327115.000000 Penalty: 5006.103027
	Iteration 8F: 3 clusters Score -2327115 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2327909.500000 Penalty: 5006.103027
	Iteration 9Q: 3 clusters Score -2327910 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2328455.250000 Penalty: 5006.103027
	Iteration 10Q: 3 clusters Score -2328455 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2328775.250000 Penalty: 5006.103027
	Iteration 11Q: 3 clusters Score -2328775 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2329002.750000 Penalty: 5006.103027
	Iteration 12Q: 3 clusters Score -2329003 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2329157.000000 Penalty: 5006.103027
	Iteration 13Q: 3 clusters Score -2329157 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2329264.500000 Penalty: 5006.103027
	Iteration 14Q: 3 clusters Score -2329264 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2329382.250000 Penalty: 5006.103027
	Iteration 15Q: 3 clusters Score -2329382 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2329464.000000 Penalty: 5006.103027
	Iteration 16Q: 3 clusters Score -2329464 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2329541.000000 Penalty: 5006.103027
	Iteration 17Q: 3 clusters Score -2329541 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2329588.250000 Penalty: 5006.103027
	Iteration 18Q: 3 clusters Score -2329588 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2329614.750000 Penalty: 5006.103027
	Iteration 19Q: 3 clusters Score -2329615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2329643.250000 Penalty: 5006.103027
	Iteration 20F: 3 clusters Score -2329643 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2329677.750000 Penalty: 5006.103027
	Iteration 21Q: 3 clusters Score -2329678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2329711.250000 Penalty: 5006.103027
	Iteration 22Q: 3 clusters Score -2329711 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2329747.000000 Penalty: 5006.103027
	Iteration 23Q: 3 clusters Score -2329747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2329788.250000 Penalty: 5006.103027
	Iteration 24Q: 3 clusters Score -2329788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2329815.000000 Penalty: 5006.103027
	Iteration 25Q: 3 clusters Score -2329815 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2329844.500000 Penalty: 5006.103027
	Iteration 26Q: 3 clusters Score -2329844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2329865.500000 Penalty: 5006.103027
	Iteration 27Q: 3 clusters Score -2329866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2329892.750000 Penalty: 5006.103027
	Iteration 28Q: 3 clusters Score -2329893 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2329909.500000 Penalty: 5006.103027
	Iteration 29Q: 3 clusters Score -2329910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2329937.500000 Penalty: 5006.103027
	Iteration 30Q: 3 clusters Score -2329938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2329965.750000 Penalty: 5006.103027
	Iteration 31Q: 3 clusters Score -2329966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2329996.750000 Penalty: 5006.103027
	Iteration 32Q: 3 clusters Score -2329997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2330028.000000 Penalty: 5006.103027
	Iteration 33Q: 3 clusters Score -2330028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2330056.750000 Penalty: 5006.103027
	Iteration 34Q: 3 clusters Score -2330057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2330093.000000 Penalty: 5006.103027
	Iteration 35Q: 3 clusters Score -2330093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2330110.250000 Penalty: 5006.103027
	Iteration 36Q: 3 clusters Score -2330110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2330127.750000 Penalty: 5006.103027
	Iteration 37Q: 3 clusters Score -2330128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2330140.750000 Penalty: 5006.103027
	Iteration 38Q: 3 clusters Score -2330141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2330169.000000 Penalty: 5006.103027
	Iteration 39Q: 3 clusters Score -2330169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2330200.500000 Penalty: 5006.103027
	Iteration 40F: 3 clusters Score -2330200 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2330228.750000 Penalty: 5006.103027
	Iteration 41Q: 3 clusters Score -2330229 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2330253.250000 Penalty: 5006.103027
	Iteration 42Q: 3 clusters Score -2330253 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2330278.500000 Penalty: 5006.103027
	Iteration 43Q: 3 clusters Score -2330278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2330297.500000 Penalty: 5006.103027
	Iteration 44Q: 3 clusters Score -2330298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2330320.750000 Penalty: 5006.103027
	Iteration 45Q: 3 clusters Score -2330321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2330345.000000 Penalty: 5006.103027
	Iteration 46Q: 3 clusters Score -2330345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2330373.000000 Penalty: 5006.103027
	Iteration 47Q: 3 clusters Score -2330373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2330386.000000 Penalty: 5006.103027
	Iteration 48Q: 3 clusters Score -2330386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2330403.250000 Penalty: 5006.103027
	Iteration 49Q: 3 clusters Score -2330403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2330413.750000 Penalty: 5006.103027
	Iteration 50Q: 3 clusters Score -2330414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2330425.750000 Penalty: 5006.103027
	Iteration 51Q: 3 clusters Score -2330426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2330442.750000 Penalty: 5006.103027
	Iteration 52Q: 3 clusters Score -2330443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2330454.250000 Penalty: 5006.103027
	Iteration 53Q: 3 clusters Score -2330454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2330459.250000 Penalty: 5006.103027
	Iteration 54Q: 3 clusters Score -2330459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2330477.500000 Penalty: 5006.103027
	Iteration 55Q: 3 clusters Score -2330478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2330490.250000 Penalty: 5006.103027
	Iteration 56Q: 3 clusters Score -2330490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2330502.000000 Penalty: 5006.103027
	Iteration 57Q: 3 clusters Score -2330502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2330519.500000 Penalty: 5006.103027
	Iteration 58Q: 3 clusters Score -2330520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2330532.750000 Penalty: 5006.103027
	Iteration 59Q: 3 clusters Score -2330533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2330546.500000 Penalty: 5006.103027
	Iteration 60F: 3 clusters Score -2330546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2330557.250000 Penalty: 5006.103027
	Iteration 61Q: 3 clusters Score -2330557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2330567.250000 Penalty: 5006.103027
	Iteration 62Q: 3 clusters Score -2330567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2330581.000000 Penalty: 5006.103027
	Iteration 63Q: 3 clusters Score -2330581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2330583.750000 Penalty: 5006.103027
	Iteration 64Q: 3 clusters Score -2330584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2330587.000000 Penalty: 5006.103027
	Iteration 65Q: 3 clusters Score -2330587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2330599.500000 Penalty: 5006.103027
	Iteration 66Q: 3 clusters Score -2330600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2330610.250000 Penalty: 5006.103027
	Iteration 67Q: 3 clusters Score -2330610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2330626.000000 Penalty: 5006.103027
	Iteration 68Q: 3 clusters Score -2330626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2330634.500000 Penalty: 5006.103027
	Iteration 69Q: 3 clusters Score -2330634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2330649.000000 Penalty: 5006.103027
	Iteration 70Q: 3 clusters Score -2330649 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2330669.250000 Penalty: 5006.103027
	Iteration 71Q: 3 clusters Score -2330669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2330684.500000 Penalty: 5006.103027
	Iteration 72Q: 3 clusters Score -2330684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2330696.500000 Penalty: 5006.103027
	Iteration 73Q: 3 clusters Score -2330696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2330705.750000 Penalty: 5006.103027
	Iteration 74Q: 3 clusters Score -2330706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2330719.000000 Penalty: 5006.103027
	Iteration 75Q: 3 clusters Score -2330719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2330733.000000 Penalty: 5006.103027
	Iteration 76Q: 3 clusters Score -2330733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2330739.500000 Penalty: 5006.103027
	Iteration 77Q: 3 clusters Score -2330740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2330754.000000 Penalty: 5006.103027
	Iteration 78Q: 3 clusters Score -2330754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2330756.750000 Penalty: 5006.103027
	Iteration 79Q: 3 clusters Score -2330757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2330768.750000 Penalty: 5006.103027
	Iteration 80F: 3 clusters Score -2330769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2330771.500000 Penalty: 5006.103027
	Iteration 81Q: 3 clusters Score -2330772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2330771.000000 Penalty: 5006.103027
	Iteration 82Q: 3 clusters Score -2330771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2330782.250000 Penalty: 5006.103027
	Iteration 83Q: 3 clusters Score -2330782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2330788.500000 Penalty: 5006.103027
	Iteration 84Q: 3 clusters Score -2330788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2330797.000000 Penalty: 5006.103027
	Iteration 85Q: 3 clusters Score -2330797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2330808.750000 Penalty: 5006.103027
	Iteration 86Q: 3 clusters Score -2330809 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2330810.750000 Penalty: 5006.103027
	Iteration 87Q: 3 clusters Score -2330811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2330820.250000 Penalty: 5006.103027
	Iteration 88Q: 3 clusters Score -2330820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2330832.750000 Penalty: 5006.103027
	Iteration 89Q: 3 clusters Score -2330833 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2330840.500000 Penalty: 5006.103027
	Iteration 90Q: 3 clusters Score -2330840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2330852.000000 Penalty: 5006.103027
	Iteration 91Q: 3 clusters Score -2330852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2330860.250000 Penalty: 5006.103027
	Iteration 92Q: 3 clusters Score -2330860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2330861.500000 Penalty: 5006.103027
	Iteration 93Q: 3 clusters Score -2330862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2330870.750000 Penalty: 5006.103027
	Iteration 94Q: 3 clusters Score -2330871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2330872.750000 Penalty: 5006.103027
	Iteration 95Q: 3 clusters Score -2330873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2330880.750000 Penalty: 5006.103027
	Iteration 96Q: 3 clusters Score -2330881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2330887.000000 Penalty: 5006.103027
	Iteration 97Q: 3 clusters Score -2330887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2330893.500000 Penalty: 5006.103027
	Iteration 98Q: 3 clusters Score -2330894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2330893.500000 Penalty: 5006.103027
	Iteration 99Q: 3 clusters Score -2330894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2330892.250000 Penalty: 5006.103027
	Iteration 100F: 3 clusters Score -2330892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2330896.500000 Penalty: 5006.103027
	Iteration 101Q: 3 clusters Score -2330896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2330899.000000 Penalty: 5006.103027
	Iteration 102Q: 3 clusters Score -2330899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2330911.250000 Penalty: 5006.103027
	Iteration 103Q: 3 clusters Score -2330911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2330912.250000 Penalty: 5006.103027
	Iteration 104Q: 3 clusters Score -2330912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2330917.750000 Penalty: 5006.103027
	Iteration 105Q: 3 clusters Score -2330918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2330926.500000 Penalty: 5006.103027
	Iteration 106Q: 3 clusters Score -2330926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2330928.000000 Penalty: 5006.103027
	Iteration 107Q: 3 clusters Score -2330928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2330939.750000 Penalty: 5006.103027
	Iteration 108Q: 3 clusters Score -2330940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2330938.500000 Penalty: 5006.103027
	Iteration 109Q: 3 clusters Score -2330938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2330946.750000 Penalty: 5006.103027
	Iteration 110Q: 3 clusters Score -2330947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2330948.250000 Penalty: 5006.103027
	Iteration 111Q: 3 clusters Score -2330948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2330949.250000 Penalty: 5006.103027
	Iteration 112Q: 3 clusters Score -2330949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2330957.500000 Penalty: 5006.103027
	Iteration 113Q: 3 clusters Score -2330958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2330953.250000 Penalty: 5006.103027
	Iteration 114Q: 3 clusters Score -2330953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2330960.500000 Penalty: 5006.103027
	Iteration 115Q: 3 clusters Score -2330960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2330967.750000 Penalty: 5006.103027
	Iteration 116Q: 3 clusters Score -2330968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2330976.250000 Penalty: 5006.103027
	Iteration 117Q: 3 clusters Score -2330976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2330976.500000 Penalty: 5006.103027
	Iteration 118Q: 3 clusters Score -2330976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2330976.000000 Penalty: 5006.103027
	Iteration 119Q: 3 clusters Score -2330976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2330975.750000 Penalty: 5006.103027
	Iteration 120F: 3 clusters Score -2330976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2330985.000000 Penalty: 5006.103027
	Iteration 121Q: 3 clusters Score -2330985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2330989.250000 Penalty: 5006.103027
	Iteration 122Q: 3 clusters Score -2330989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2330998.000000 Penalty: 5006.103027
	Iteration 123Q: 3 clusters Score -2330998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2330999.500000 Penalty: 5006.103027
	Iteration 124Q: 3 clusters Score -2331000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2331001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2331002.750000 Penalty: 5006.103027
	Iteration 126Q: 3 clusters Score -2331003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2331008.000000 Penalty: 5006.103027
	Iteration 127Q: 3 clusters Score -2331008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2331020.500000 Penalty: 5006.103027
	Iteration 128Q: 3 clusters Score -2331020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2331021.250000 Penalty: 5006.103027
	Iteration 129Q: 3 clusters Score -2331021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2331021.500000 Penalty: 5006.103027
	Iteration 130Q: 3 clusters Score -2331022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2331025.750000 Penalty: 5006.103027
	Iteration 131Q: 3 clusters Score -2331026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2331031.000000 Penalty: 5006.103027
	Iteration 132Q: 3 clusters Score -2331031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2331039.500000 Penalty: 5006.103027
	Iteration 133Q: 3 clusters Score -2331040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2331043.000000 Penalty: 5006.103027
	Iteration 134Q: 3 clusters Score -2331043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2331048.250000 Penalty: 5006.103027
	Iteration 135Q: 3 clusters Score -2331048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2331051.250000 Penalty: 5006.103027
	Iteration 136Q: 3 clusters Score -2331051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2331055.250000 Penalty: 5006.103027
	Iteration 137Q: 3 clusters Score -2331055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2331064.250000 Penalty: 5006.103027
	Iteration 138Q: 3 clusters Score -2331064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2331075.750000 Penalty: 5006.103027
	Iteration 139Q: 3 clusters Score -2331076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2331081.750000 Penalty: 5006.103027
	Iteration 140F: 3 clusters Score -2331082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2331077.000000 Penalty: 5006.103027
	Iteration 141Q: 3 clusters Score -2331077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2331091.500000 Penalty: 5006.103027
	Iteration 142Q: 3 clusters Score -2331092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2331091.500000 Penalty: 5006.103027
	Iteration 143Q: 3 clusters Score -2331092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2331095.500000 Penalty: 5006.103027
	Iteration 144Q: 3 clusters Score -2331096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2331095.000000 Penalty: 5006.103027
	Iteration 145Q: 3 clusters Score -2331095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2331098.500000 Penalty: 5006.103027
	Iteration 146Q: 3 clusters Score -2331098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2331099.750000 Penalty: 5006.103027
	Iteration 147Q: 3 clusters Score -2331100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2331100.000000 Penalty: 5006.103027
	Iteration 148Q: 3 clusters Score -2331100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2331100.000000 Penalty: 5006.103027
	Iteration 149F: 3 clusters Score -2331100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (218352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218352 members 
Entering Unmasked Estep 
Score: -21377062.000000 Penalty: 3048.878174
	Iteration 0F: 2 clusters Score -2.137706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109644 members 
Mstep: Class 2 contains 108708 members 
Entering Unmasked Estep 
Score: -21232942.000000 Penalty: 6097.756348
	Iteration 0F: 3 clusters Score -2.123294e+07 nChanged 105113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118865 members 
Mstep: Class 2 contains 99487 members 
Entering Unmasked Estep 
Score: -21295260.000000 Penalty: 6097.756348
	Iteration 1F: 3 clusters Score -2.129526e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125034 members 
Mstep: Class 2 contains 93318 members 
Entering Unmasked Estep 
Score: -21297592.000000 Penalty: 6097.756348
	Iteration 2Q: 3 clusters Score -2.129759e+07 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134619 members 
Mstep: Class 2 contains 83733 members 
Entering Unmasked Estep 
Score: -21302242.000000 Penalty: 6097.756348
	Iteration 3Q: 3 clusters Score -2.130224e+07 nChanged 14533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148690 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -21311448.000000 Penalty: 6097.756348
	Iteration 4F: 3 clusters Score -2.131145e+07 nChanged 18902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167400 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -21326824.000000 Penalty: 6097.756348
	Iteration 5F: 3 clusters Score -2.132682e+07 nChanged 20120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187418 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -21345782.000000 Penalty: 6097.756348
	Iteration 6F: 3 clusters Score -2.134578e+07 nChanged 16252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203584 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -21361128.000000 Penalty: 6097.756348
	Iteration 7F: 3 clusters Score -2.136113e+07 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212687 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -21369510.000000 Penalty: 6097.756348
	Iteration 8Q: 3 clusters Score -2.136951e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216409 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -21372948.000000 Penalty: 6097.756348
	Iteration 9Q: 3 clusters Score -2.137295e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217524 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -21373948.000000 Penalty: 6097.756348
	Iteration 10Q: 3 clusters Score -2.137395e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217814 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -21374338.000000 Penalty: 6097.756348
	Iteration 11Q: 3 clusters Score -2.137434e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217885 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -21374544.000000 Penalty: 6097.756348
	Iteration 12Q: 3 clusters Score -2.137454e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217902 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -21374644.000000 Penalty: 6097.756348
	Iteration 13Q: 3 clusters Score -2.137464e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217919 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -21374706.000000 Penalty: 6097.756348
	Iteration 14Q: 3 clusters Score -2.137471e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217918 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -21374778.000000 Penalty: 6097.756348
	Iteration 15Q: 3 clusters Score -2.137478e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217900 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -21374824.000000 Penalty: 6097.756348
	Iteration 16Q: 3 clusters Score -2.137482e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217894 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -21374862.000000 Penalty: 6097.756348
	Iteration 17Q: 3 clusters Score -2.137486e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217889 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -21374904.000000 Penalty: 6097.756348
	Iteration 18Q: 3 clusters Score -2.13749e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217875 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -21374936.000000 Penalty: 6097.756348
	Iteration 19Q: 3 clusters Score -2.137494e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217866 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -21374960.000000 Penalty: 6097.756348
	Iteration 20F: 3 clusters Score -2.137496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217851 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -21374984.000000 Penalty: 6097.756348
	Iteration 21Q: 3 clusters Score -2.137498e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217838 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -21375002.000000 Penalty: 6097.756348
	Iteration 22Q: 3 clusters Score -2.1375e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217833 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -21375010.000000 Penalty: 6097.756348
	Iteration 23Q: 3 clusters Score -2.137501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217833 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -21375014.000000 Penalty: 6097.756348
	Iteration 24Q: 3 clusters Score -2.137501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217831 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -21375024.000000 Penalty: 6097.756348
	Iteration 25Q: 3 clusters Score -2.137502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217832 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -21375026.000000 Penalty: 6097.756348
	Iteration 26Q: 3 clusters Score -2.137503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217830 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -21375022.000000 Penalty: 6097.756348
	Iteration 27Q: 3 clusters Score -2.137502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217825 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -21375020.000000 Penalty: 6097.756348
	Iteration 28Q: 3 clusters Score -2.137502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217823 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -21375018.000000 Penalty: 6097.756348
	Iteration 29Q: 3 clusters Score -2.137502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217822 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -21375018.000000 Penalty: 6097.756348
	Iteration 30Q: 3 clusters Score -2.137502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217820 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -21375010.000000 Penalty: 6097.756348
	Iteration 31Q: 3 clusters Score -2.137501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217817 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -21375020.000000 Penalty: 6097.756348
	Iteration 32Q: 3 clusters Score -2.137502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217816 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -21375020.000000 Penalty: 6097.756348
	Iteration 33Q: 3 clusters Score -2.137502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217816 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -21375020.000000 Penalty: 6097.756348
	Iteration 34F: 3 clusters Score -2.137502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (304377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304377 members 
Entering Unmasked Estep 
Score: -29828958.000000 Penalty: 3131.253418
	Iteration 0F: 2 clusters Score -2.982896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152089 members 
Mstep: Class 2 contains 152288 members 
Entering Unmasked Estep 
Score: -29634822.000000 Penalty: 6262.506836
	Iteration 0F: 3 clusters Score -2.963482e+07 nChanged 147435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153802 members 
Mstep: Class 2 contains 150575 members 
Entering Unmasked Estep 
Score: -29721868.000000 Penalty: 6262.506836
	Iteration 1F: 3 clusters Score -2.972187e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155283 members 
Mstep: Class 2 contains 149094 members 
Entering Unmasked Estep 
Score: -29723180.000000 Penalty: 6262.506836
	Iteration 2Q: 3 clusters Score -2.972318e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157749 members 
Mstep: Class 2 contains 146628 members 
Entering Unmasked Estep 
Score: -29725244.000000 Penalty: 6262.506836
	Iteration 3Q: 3 clusters Score -2.972524e+07 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161510 members 
Mstep: Class 2 contains 142867 members 
Entering Unmasked Estep 
Score: -29728070.000000 Penalty: 6262.506836
	Iteration 4Q: 3 clusters Score -2.972807e+07 nChanged 12258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167330 members 
Mstep: Class 2 contains 137047 members 
Entering Unmasked Estep 
Score: -29732600.000000 Penalty: 6262.506836
	Iteration 5Q: 3 clusters Score -2.97326e+07 nChanged 15202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175630 members 
Mstep: Class 2 contains 128747 members 
Entering Unmasked Estep 
Score: -29738422.000000 Penalty: 6262.506836
	Iteration 6Q: 3 clusters Score -2.973842e+07 nChanged 17873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186569 members 
Mstep: Class 2 contains 117808 members 
Entering Unmasked Estep 
Score: -29746584.000000 Penalty: 6262.506836
	Iteration 7F: 3 clusters Score -2.974658e+07 nChanged 19556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200007 members 
Mstep: Class 2 contains 104370 members 
Entering Unmasked Estep 
Score: -29755964.000000 Penalty: 6262.506836
	Iteration 8F: 3 clusters Score -2.975596e+07 nChanged 19362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214727 members 
Mstep: Class 2 contains 89650 members 
Entering Unmasked Estep 
Score: -29765146.000000 Penalty: 6262.506836
	Iteration 9F: 3 clusters Score -2.976515e+07 nChanged 17589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229658 members 
Mstep: Class 2 contains 74719 members 
Entering Unmasked Estep 
Score: -29773696.000000 Penalty: 6262.506836
	Iteration 10F: 3 clusters Score -2.97737e+07 nChanged 15692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244420 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -29781600.000000 Penalty: 6262.506836
	Iteration 11F: 3 clusters Score -2.97816e+07 nChanged 14573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258849 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -29790184.000000 Penalty: 6262.506836
	Iteration 12Q: 3 clusters Score -2.979018e+07 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272373 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -29799722.000000 Penalty: 6262.506836
	Iteration 13Q: 3 clusters Score -2.979972e+07 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284233 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -29808868.000000 Penalty: 6262.506836
	Iteration 14Q: 3 clusters Score -2.980887e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293304 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -29816722.000000 Penalty: 6262.506836
	Iteration 15Q: 3 clusters Score -2.981672e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299049 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -29821868.000000 Penalty: 6262.506836
	Iteration 16Q: 3 clusters Score -2.982187e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301943 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -29824244.000000 Penalty: 6262.506836
	Iteration 17Q: 3 clusters Score -2.982424e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303129 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -29825296.000000 Penalty: 6262.506836
	Iteration 18Q: 3 clusters Score -2.98253e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303573 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -29825762.000000 Penalty: 6262.506836
	Iteration 19Q: 3 clusters Score -2.982576e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303750 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -29825932.000000 Penalty: 6262.506836
	Iteration 20F: 3 clusters Score -2.982593e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303836 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -29826020.000000 Penalty: 6262.506836
	Iteration 21Q: 3 clusters Score -2.982602e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303883 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -29826086.000000 Penalty: 6262.506836
	Iteration 22Q: 3 clusters Score -2.982609e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303906 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -29826134.000000 Penalty: 6262.506836
	Iteration 23Q: 3 clusters Score -2.982613e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303927 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -29826162.000000 Penalty: 6262.506836
	Iteration 24Q: 3 clusters Score -2.982616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303938 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -29826168.000000 Penalty: 6262.506836
	Iteration 25Q: 3 clusters Score -2.982617e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303952 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -29826212.000000 Penalty: 6262.506836
	Iteration 26Q: 3 clusters Score -2.982621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303963 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -29826218.000000 Penalty: 6262.506836
	Iteration 27Q: 3 clusters Score -2.982622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303970 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -29826226.000000 Penalty: 6262.506836
	Iteration 28Q: 3 clusters Score -2.982623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303967 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -29826216.000000 Penalty: 6262.506836
	Iteration 29Q: 3 clusters Score -2.982622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303969 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -29826202.000000 Penalty: 6262.506836
	Iteration 30Q: 3 clusters Score -2.98262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303969 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -29826194.000000 Penalty: 6262.506836
	Iteration 31Q: 3 clusters Score -2.982619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303970 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -29826206.000000 Penalty: 6262.506836
	Iteration 32Q: 3 clusters Score -2.982621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303970 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -29826206.000000 Penalty: 6262.506836
	Iteration 33F: 3 clusters Score -2.982621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Entering Unmasked Estep 
Score: -2826674.250000 Penalty: 2547.390381
	Iteration 0F: 2 clusters Score -2826674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2806932.250000 Penalty: 5094.780762
	Iteration 0F: 3 clusters Score -2806932 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2813908.750000 Penalty: 5094.780762
	Iteration 1F: 3 clusters Score -2813909 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2814395.500000 Penalty: 5094.780762
	Iteration 2Q: 3 clusters Score -2814396 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2814789.500000 Penalty: 5094.780762
	Iteration 3Q: 3 clusters Score -2814790 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2815196.250000 Penalty: 5094.780762
	Iteration 4Q: 3 clusters Score -2815196 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2815550.750000 Penalty: 5094.780762
	Iteration 5Q: 3 clusters Score -2815551 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2815889.000000 Penalty: 5094.780762
	Iteration 6Q: 3 clusters Score -2815889 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2816264.500000 Penalty: 5094.780762
	Iteration 7Q: 3 clusters Score -2816264 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2816763.000000 Penalty: 5094.780762
	Iteration 8Q: 3 clusters Score -2816763 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2817365.750000 Penalty: 5094.780762
	Iteration 9Q: 3 clusters Score -2817366 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2818029.250000 Penalty: 5094.780762
	Iteration 10Q: 3 clusters Score -2818029 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2818741.250000 Penalty: 5094.780762
	Iteration 11Q: 3 clusters Score -2818741 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2819572.000000 Penalty: 5094.780762
	Iteration 12Q: 3 clusters Score -2819572 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2820407.000000 Penalty: 5094.780762
	Iteration 13Q: 3 clusters Score -2820407 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2821195.000000 Penalty: 5094.780762
	Iteration 14Q: 3 clusters Score -2821195 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2821912.000000 Penalty: 5094.780762
	Iteration 15Q: 3 clusters Score -2821912 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2822530.500000 Penalty: 5094.780762
	Iteration 16Q: 3 clusters Score -2822530 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2822966.000000 Penalty: 5094.780762
	Iteration 17Q: 3 clusters Score -2822966 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2823296.000000 Penalty: 5094.780762
	Iteration 18Q: 3 clusters Score -2823296 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2823535.000000 Penalty: 5094.780762
	Iteration 19Q: 3 clusters Score -2823535 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2823737.250000 Penalty: 5094.780762
	Iteration 20F: 3 clusters Score -2823737 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2823906.250000 Penalty: 5094.780762
	Iteration 21Q: 3 clusters Score -2823906 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2824064.750000 Penalty: 5094.780762
	Iteration 22Q: 3 clusters Score -2824065 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2824219.250000 Penalty: 5094.780762
	Iteration 23Q: 3 clusters Score -2824219 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2824319.750000 Penalty: 5094.780762
	Iteration 24Q: 3 clusters Score -2824320 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2824404.500000 Penalty: 5094.780762
	Iteration 25Q: 3 clusters Score -2824404 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2824470.750000 Penalty: 5094.780762
	Iteration 26Q: 3 clusters Score -2824471 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2824539.750000 Penalty: 5094.780762
	Iteration 27Q: 3 clusters Score -2824540 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2824591.750000 Penalty: 5094.780762
	Iteration 28Q: 3 clusters Score -2824592 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2824653.000000 Penalty: 5094.780762
	Iteration 29Q: 3 clusters Score -2824653 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2824674.000000 Penalty: 5094.780762
	Iteration 30Q: 3 clusters Score -2824674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2824698.500000 Penalty: 5094.780762
	Iteration 31Q: 3 clusters Score -2824698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2824716.250000 Penalty: 5094.780762
	Iteration 32Q: 3 clusters Score -2824716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2824732.000000 Penalty: 5094.780762
	Iteration 33Q: 3 clusters Score -2824732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2824741.750000 Penalty: 5094.780762
	Iteration 34Q: 3 clusters Score -2824742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2824751.500000 Penalty: 5094.780762
	Iteration 35Q: 3 clusters Score -2824752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2824761.250000 Penalty: 5094.780762
	Iteration 36Q: 3 clusters Score -2824761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2824770.500000 Penalty: 5094.780762
	Iteration 37Q: 3 clusters Score -2824770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2824778.000000 Penalty: 5094.780762
	Iteration 38Q: 3 clusters Score -2824778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2824789.000000 Penalty: 5094.780762
	Iteration 39Q: 3 clusters Score -2824789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2824797.500000 Penalty: 5094.780762
	Iteration 40F: 3 clusters Score -2824798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2824799.250000 Penalty: 5094.780762
	Iteration 41Q: 3 clusters Score -2824799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2824804.000000 Penalty: 5094.780762
	Iteration 42Q: 3 clusters Score -2824804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2824806.500000 Penalty: 5094.780762
	Iteration 43Q: 3 clusters Score -2824806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2824809.250000 Penalty: 5094.780762
	Iteration 44Q: 3 clusters Score -2824809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2824819.750000 Penalty: 5094.780762
	Iteration 45Q: 3 clusters Score -2824820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2824821.000000 Penalty: 5094.780762
	Iteration 46Q: 3 clusters Score -2824821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2824826.000000 Penalty: 5094.780762
	Iteration 47Q: 3 clusters Score -2824826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2824834.750000 Penalty: 5094.780762
	Iteration 48Q: 3 clusters Score -2824835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2824834.750000 Penalty: 5094.780762
	Iteration 49Q: 3 clusters Score -2824835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2824837.500000 Penalty: 5094.780762
	Iteration 50Q: 3 clusters Score -2824838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2824838.750000 Penalty: 5094.780762
	Iteration 51Q: 3 clusters Score -2824839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2824839.250000 Penalty: 5094.780762
	Iteration 52Q: 3 clusters Score -2824839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2824841.250000 Penalty: 5094.780762
	Iteration 53Q: 3 clusters Score -2824841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2824842.250000 Penalty: 5094.780762
	Iteration 54Q: 3 clusters Score -2824842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2824840.250000 Penalty: 5094.780762
	Iteration 55Q: 3 clusters Score -2824840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2824843.750000 Penalty: 5094.780762
	Iteration 56Q: 3 clusters Score -2824844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2824846.000000 Penalty: 5094.780762
	Iteration 57Q: 3 clusters Score -2824846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2824847.250000 Penalty: 5094.780762
	Iteration 58Q: 3 clusters Score -2824847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2824848.500000 Penalty: 5094.780762
	Iteration 59Q: 3 clusters Score -2824848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2824849.500000 Penalty: 5094.780762
	Iteration 60F: 3 clusters Score -2824850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2824847.500000 Penalty: 5094.780762
	Iteration 61Q: 3 clusters Score -2824848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2824847.500000 Penalty: 5094.780762
	Iteration 62F: 3 clusters Score -2824848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (225564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225564 members 
Entering Unmasked Estep 
Score: -22221962.000000 Penalty: 3056.937012
	Iteration 0F: 2 clusters Score -2.222196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112824 members 
Mstep: Class 2 contains 112740 members 
Entering Unmasked Estep 
Score: -22070652.000000 Penalty: 6113.874023
	Iteration 0F: 3 clusters Score -2.207065e+07 nChanged 108768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114414 members 
Mstep: Class 2 contains 111150 members 
Entering Unmasked Estep 
Score: -22134330.000000 Penalty: 6113.874023
	Iteration 1F: 3 clusters Score -2.213433e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115207 members 
Mstep: Class 2 contains 110357 members 
Entering Unmasked Estep 
Score: -22135806.000000 Penalty: 6113.874023
	Iteration 2Q: 3 clusters Score -2.213581e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116437 members 
Mstep: Class 2 contains 109127 members 
Entering Unmasked Estep 
Score: -22137500.000000 Penalty: 6113.874023
	Iteration 3Q: 3 clusters Score -2.21375e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118326 members 
Mstep: Class 2 contains 107238 members 
Entering Unmasked Estep 
Score: -22139538.000000 Penalty: 6113.874023
	Iteration 4Q: 3 clusters Score -2.213954e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121261 members 
Mstep: Class 2 contains 104303 members 
Entering Unmasked Estep 
Score: -22142364.000000 Penalty: 6113.874023
	Iteration 5Q: 3 clusters Score -2.214236e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125525 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -22146230.000000 Penalty: 6113.874023
	Iteration 6Q: 3 clusters Score -2.214623e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131215 members 
Mstep: Class 2 contains 94349 members 
Entering Unmasked Estep 
Score: -22151614.000000 Penalty: 6113.874023
	Iteration 7Q: 3 clusters Score -2.215161e+07 nChanged 12228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138419 members 
Mstep: Class 2 contains 87145 members 
Entering Unmasked Estep 
Score: -22157928.000000 Penalty: 6113.874023
	Iteration 8F: 3 clusters Score -2.215793e+07 nChanged 12421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146676 members 
Mstep: Class 2 contains 78888 members 
Entering Unmasked Estep 
Score: -22164772.000000 Penalty: 6113.874023
	Iteration 9F: 3 clusters Score -2.216477e+07 nChanged 11972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155510 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -22171856.000000 Penalty: 6113.874023
	Iteration 10F: 3 clusters Score -2.217186e+07 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164144 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -22178752.000000 Penalty: 6113.874023
	Iteration 11Q: 3 clusters Score -2.217875e+07 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172119 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -22185520.000000 Penalty: 6113.874023
	Iteration 12Q: 3 clusters Score -2.218552e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178881 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -22190834.000000 Penalty: 6113.874023
	Iteration 13Q: 3 clusters Score -2.219083e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184837 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -22194760.000000 Penalty: 6113.874023
	Iteration 14Q: 3 clusters Score -2.219476e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190211 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -22197722.000000 Penalty: 6113.874023
	Iteration 15Q: 3 clusters Score -2.219772e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195333 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -22200454.000000 Penalty: 6113.874023
	Iteration 16Q: 3 clusters Score -2.220045e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200336 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -22203332.000000 Penalty: 6113.874023
	Iteration 17Q: 3 clusters Score -2.220333e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204981 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -22206102.000000 Penalty: 6113.874023
	Iteration 18Q: 3 clusters Score -2.22061e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209240 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -22208630.000000 Penalty: 6113.874023
	Iteration 19Q: 3 clusters Score -2.220863e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213068 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -22211122.000000 Penalty: 6113.874023
	Iteration 20F: 3 clusters Score -2.221112e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216303 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -22213224.000000 Penalty: 6113.874023
	Iteration 21Q: 3 clusters Score -2.221322e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218966 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -22214958.000000 Penalty: 6113.874023
	Iteration 22Q: 3 clusters Score -2.221496e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220992 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -22216298.000000 Penalty: 6113.874023
	Iteration 23Q: 3 clusters Score -2.22163e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222487 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -22217324.000000 Penalty: 6113.874023
	Iteration 24Q: 3 clusters Score -2.221732e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223482 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -22217952.000000 Penalty: 6113.874023
	Iteration 25Q: 3 clusters Score -2.221795e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224139 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -22218472.000000 Penalty: 6113.874023
	Iteration 26Q: 3 clusters Score -2.221847e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224554 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -22218752.000000 Penalty: 6113.874023
	Iteration 27Q: 3 clusters Score -2.221875e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224814 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -22218928.000000 Penalty: 6113.874023
	Iteration 28Q: 3 clusters Score -2.221893e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224947 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -22219056.000000 Penalty: 6113.874023
	Iteration 29Q: 3 clusters Score -2.221906e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225028 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -22219134.000000 Penalty: 6113.874023
	Iteration 30Q: 3 clusters Score -2.221913e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225067 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -22219146.000000 Penalty: 6113.874023
	Iteration 31Q: 3 clusters Score -2.221915e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225090 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -22219168.000000 Penalty: 6113.874023
	Iteration 32Q: 3 clusters Score -2.221917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225105 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -22219194.000000 Penalty: 6113.874023
	Iteration 33Q: 3 clusters Score -2.221919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225114 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -22219208.000000 Penalty: 6113.874023
	Iteration 34Q: 3 clusters Score -2.221921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225124 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22219208.000000 Penalty: 6113.874023
	Iteration 35Q: 3 clusters Score -2.221921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225132 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22219208.000000 Penalty: 6113.874023
	Iteration 36Q: 3 clusters Score -2.221921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225136 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -22219216.000000 Penalty: 6113.874023
	Iteration 37Q: 3 clusters Score -2.221922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225143 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -22219228.000000 Penalty: 6113.874023
	Iteration 38Q: 3 clusters Score -2.221923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225148 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -22219242.000000 Penalty: 6113.874023
	Iteration 39Q: 3 clusters Score -2.221924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225157 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -22219244.000000 Penalty: 6113.874023
	Iteration 40F: 3 clusters Score -2.221924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225165 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22219268.000000 Penalty: 6113.874023
	Iteration 41Q: 3 clusters Score -2.221927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225177 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22219274.000000 Penalty: 6113.874023
	Iteration 42Q: 3 clusters Score -2.221927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225179 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -22219264.000000 Penalty: 6113.874023
	Iteration 43Q: 3 clusters Score -2.221926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225180 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22219272.000000 Penalty: 6113.874023
	Iteration 44Q: 3 clusters Score -2.221927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225180 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22219278.000000 Penalty: 6113.874023
	Iteration 45Q: 3 clusters Score -2.221928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225179 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -22219274.000000 Penalty: 6113.874023
	Iteration 46Q: 3 clusters Score -2.221927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225179 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -22219274.000000 Penalty: 6113.874023
	Iteration 47F: 3 clusters Score -2.221927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101086 members 
Entering Unmasked Estep 
Score: -9971976.000000 Penalty: 2857.884277
	Iteration 0F: 2 clusters Score -9971976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -9904360.000000 Penalty: 5715.768555
	Iteration 0F: 3 clusters Score -9904360 nChanged 47620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -9931423.000000 Penalty: 5715.768555
	Iteration 1F: 3 clusters Score -9931423 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -9932109.000000 Penalty: 5715.768555
	Iteration 2Q: 3 clusters Score -9932109 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -9932734.000000 Penalty: 5715.768555
	Iteration 3Q: 3 clusters Score -9932734 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -9933578.000000 Penalty: 5715.768555
	Iteration 4Q: 3 clusters Score -9933578 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -9934426.000000 Penalty: 5715.768555
	Iteration 5Q: 3 clusters Score -9934426 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -9935730.000000 Penalty: 5715.768555
	Iteration 6Q: 3 clusters Score -9935730 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -9937494.000000 Penalty: 5715.768555
	Iteration 7Q: 3 clusters Score -9937494 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 55846 members 
Entering Unmasked Estep 
Score: -9939525.000000 Penalty: 5715.768555
	Iteration 8Q: 3 clusters Score -9939525 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 58279 members 
Entering Unmasked Estep 
Score: -9941965.000000 Penalty: 5715.768555
	Iteration 9F: 3 clusters Score -9941965 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -9944383.000000 Penalty: 5715.768555
	Iteration 10F: 3 clusters Score -9944383 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -9946722.000000 Penalty: 5715.768555
	Iteration 11F: 3 clusters Score -9946722 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -9948926.000000 Penalty: 5715.768555
	Iteration 12Q: 3 clusters Score -9948926 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 71063 members 
Entering Unmasked Estep 
Score: -9950940.000000 Penalty: 5715.768555
	Iteration 13Q: 3 clusters Score -9950940 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 74619 members 
Entering Unmasked Estep 
Score: -9952768.000000 Penalty: 5715.768555
	Iteration 14Q: 3 clusters Score -9952768 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
Score: -9954652.000000 Penalty: 5715.768555
	Iteration 15Q: 3 clusters Score -9954652 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -9956707.000000 Penalty: 5715.768555
	Iteration 16Q: 3 clusters Score -9956707 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 85901 members 
Entering Unmasked Estep 
Score: -9958921.000000 Penalty: 5715.768555
	Iteration 17Q: 3 clusters Score -9958921 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 89569 members 
Entering Unmasked Estep 
Score: -9961284.000000 Penalty: 5715.768555
	Iteration 18Q: 3 clusters Score -9961284 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 92797 members 
Entering Unmasked Estep 
Score: -9963465.000000 Penalty: 5715.768555
	Iteration 19Q: 3 clusters Score -9963465 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 95438 members 
Entering Unmasked Estep 
Score: -9965459.000000 Penalty: 5715.768555
	Iteration 20F: 3 clusters Score -9965459 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 97431 members 
Entering Unmasked Estep 
Score: -9966941.000000 Penalty: 5715.768555
	Iteration 21Q: 3 clusters Score -9966941 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 98756 members 
Entering Unmasked Estep 
Score: -9967952.000000 Penalty: 5715.768555
	Iteration 22Q: 3 clusters Score -9967952 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 99563 members 
Entering Unmasked Estep 
Score: -9968554.000000 Penalty: 5715.768555
	Iteration 23Q: 3 clusters Score -9968554 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 100000 members 
Entering Unmasked Estep 
Score: -9968888.000000 Penalty: 5715.768555
	Iteration 24Q: 3 clusters Score -9968888 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 100245 members 
Entering Unmasked Estep 
Score: -9969081.000000 Penalty: 5715.768555
	Iteration 25Q: 3 clusters Score -9969081 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 100387 members 
Entering Unmasked Estep 
Score: -9969198.000000 Penalty: 5715.768555
	Iteration 26Q: 3 clusters Score -9969198 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 100473 members 
Entering Unmasked Estep 
Score: -9969312.000000 Penalty: 5715.768555
	Iteration 27Q: 3 clusters Score -9969312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 100520 members 
Entering Unmasked Estep 
Score: -9969355.000000 Penalty: 5715.768555
	Iteration 28Q: 3 clusters Score -9969355 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 100557 members 
Entering Unmasked Estep 
Score: -9969382.000000 Penalty: 5715.768555
	Iteration 29Q: 3 clusters Score -9969382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 100582 members 
Entering Unmasked Estep 
Score: -9969412.000000 Penalty: 5715.768555
	Iteration 30Q: 3 clusters Score -9969412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 100606 members 
Entering Unmasked Estep 
Score: -9969439.000000 Penalty: 5715.768555
	Iteration 31Q: 3 clusters Score -9969439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 100618 members 
Entering Unmasked Estep 
Score: -9969465.000000 Penalty: 5715.768555
	Iteration 32Q: 3 clusters Score -9969465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 100631 members 
Entering Unmasked Estep 
Score: -9969479.000000 Penalty: 5715.768555
	Iteration 33Q: 3 clusters Score -9969479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 100637 members 
Entering Unmasked Estep 
Score: -9969481.000000 Penalty: 5715.768555
	Iteration 34Q: 3 clusters Score -9969481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 100643 members 
Entering Unmasked Estep 
Score: -9969492.000000 Penalty: 5715.768555
	Iteration 35Q: 3 clusters Score -9969492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 100645 members 
Entering Unmasked Estep 
Score: -9969510.000000 Penalty: 5715.768555
	Iteration 36Q: 3 clusters Score -9969510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -9969527.000000 Penalty: 5715.768555
	Iteration 37Q: 3 clusters Score -9969527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 100653 members 
Entering Unmasked Estep 
Score: -9969521.000000 Penalty: 5715.768555
	Iteration 38Q: 3 clusters Score -9969521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 100654 members 
Entering Unmasked Estep 
Score: -9969532.000000 Penalty: 5715.768555
	Iteration 39Q: 3 clusters Score -9969532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 100659 members 
Entering Unmasked Estep 
Score: -9969537.000000 Penalty: 5715.768555
	Iteration 40F: 3 clusters Score -9969537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 100663 members 
Entering Unmasked Estep 
Score: -9969529.000000 Penalty: 5715.768555
	Iteration 41Q: 3 clusters Score -9969529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 100666 members 
Entering Unmasked Estep 
Score: -9969543.000000 Penalty: 5715.768555
	Iteration 42Q: 3 clusters Score -9969543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 100668 members 
Entering Unmasked Estep 
Score: -9969544.000000 Penalty: 5715.768555
	Iteration 43Q: 3 clusters Score -9969544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 100668 members 
Entering Unmasked Estep 
Score: -9969552.000000 Penalty: 5715.768555
	Iteration 44Q: 3 clusters Score -9969552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 100667 members 
Entering Unmasked Estep 
Score: -9969550.000000 Penalty: 5715.768555
	Iteration 45Q: 3 clusters Score -9969550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 100667 members 
Entering Unmasked Estep 
Score: -9969550.000000 Penalty: 5715.768555
	Iteration 46Q: 3 clusters Score -9969550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 100666 members 
Entering Unmasked Estep 
Score: -9969548.000000 Penalty: 5715.768555
	Iteration 47Q: 3 clusters Score -9969548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 100666 members 
Entering Unmasked Estep 
Score: -9969548.000000 Penalty: 5715.768555
	Iteration 48F: 3 clusters Score -9969548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Entering Unmasked Estep 
Score: -1180579.875000 Penalty: 2343.460205
	Iteration 0F: 2 clusters Score -1180580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1171148.125000 Penalty: 4686.920410
	Iteration 0F: 3 clusters Score -1171148 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1174238.500000 Penalty: 4686.920410
	Iteration 1F: 3 clusters Score -1174238 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1174863.250000 Penalty: 4686.920410
	Iteration 2F: 3 clusters Score -1174863 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1175429.875000 Penalty: 4686.920410
	Iteration 3F: 3 clusters Score -1175430 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1175951.875000 Penalty: 4686.920410
	Iteration 4F: 3 clusters Score -1175952 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1176407.375000 Penalty: 4686.920410
	Iteration 5F: 3 clusters Score -1176407 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1176829.125000 Penalty: 4686.920410
	Iteration 6Q: 3 clusters Score -1176829 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1177230.250000 Penalty: 4686.920410
	Iteration 7Q: 3 clusters Score -1177230 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1177566.125000 Penalty: 4686.920410
	Iteration 8Q: 3 clusters Score -1177566 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1177836.875000 Penalty: 4686.920410
	Iteration 9Q: 3 clusters Score -1177837 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1178052.375000 Penalty: 4686.920410
	Iteration 10Q: 3 clusters Score -1178052 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1178230.875000 Penalty: 4686.920410
	Iteration 11Q: 3 clusters Score -1178231 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1178347.375000 Penalty: 4686.920410
	Iteration 12Q: 3 clusters Score -1178347 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1178435.875000 Penalty: 4686.920410
	Iteration 13Q: 3 clusters Score -1178436 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1178510.375000 Penalty: 4686.920410
	Iteration 14Q: 3 clusters Score -1178510 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1178600.000000 Penalty: 4686.920410
	Iteration 15Q: 3 clusters Score -1178600 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1178684.625000 Penalty: 4686.920410
	Iteration 16Q: 3 clusters Score -1178685 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1178763.750000 Penalty: 4686.920410
	Iteration 17Q: 3 clusters Score -1178764 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1178834.250000 Penalty: 4686.920410
	Iteration 18Q: 3 clusters Score -1178834 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1178881.000000 Penalty: 4686.920410
	Iteration 19Q: 3 clusters Score -1178881 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1178942.000000 Penalty: 4686.920410
	Iteration 20F: 3 clusters Score -1178942 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1179003.625000 Penalty: 4686.920410
	Iteration 21Q: 3 clusters Score -1179004 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1179060.000000 Penalty: 4686.920410
	Iteration 22Q: 3 clusters Score -1179060 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1179122.250000 Penalty: 4686.920410
	Iteration 23Q: 3 clusters Score -1179122 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1179182.625000 Penalty: 4686.920410
	Iteration 24Q: 3 clusters Score -1179183 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1179247.000000 Penalty: 4686.920410
	Iteration 25Q: 3 clusters Score -1179247 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1179288.125000 Penalty: 4686.920410
	Iteration 26Q: 3 clusters Score -1179288 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1179326.500000 Penalty: 4686.920410
	Iteration 27Q: 3 clusters Score -1179326 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1179364.875000 Penalty: 4686.920410
	Iteration 28Q: 3 clusters Score -1179365 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1179389.125000 Penalty: 4686.920410
	Iteration 29Q: 3 clusters Score -1179389 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1179419.125000 Penalty: 4686.920410
	Iteration 30Q: 3 clusters Score -1179419 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1179454.875000 Penalty: 4686.920410
	Iteration 31Q: 3 clusters Score -1179455 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1179485.750000 Penalty: 4686.920410
	Iteration 32Q: 3 clusters Score -1179486 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1179531.250000 Penalty: 4686.920410
	Iteration 33Q: 3 clusters Score -1179531 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1179563.625000 Penalty: 4686.920410
	Iteration 34Q: 3 clusters Score -1179564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1179589.000000 Penalty: 4686.920410
	Iteration 35Q: 3 clusters Score -1179589 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1179605.625000 Penalty: 4686.920410
	Iteration 36Q: 3 clusters Score -1179606 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1179628.000000 Penalty: 4686.920410
	Iteration 37Q: 3 clusters Score -1179628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1179647.750000 Penalty: 4686.920410
	Iteration 38Q: 3 clusters Score -1179648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1179655.625000 Penalty: 4686.920410
	Iteration 39Q: 3 clusters Score -1179656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1179668.625000 Penalty: 4686.920410
	Iteration 40F: 3 clusters Score -1179669 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1179682.375000 Penalty: 4686.920410
	Iteration 41Q: 3 clusters Score -1179682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1179696.875000 Penalty: 4686.920410
	Iteration 42Q: 3 clusters Score -1179697 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1179708.125000 Penalty: 4686.920410
	Iteration 43Q: 3 clusters Score -1179708 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1179724.000000 Penalty: 4686.920410
	Iteration 44Q: 3 clusters Score -1179724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1179733.875000 Penalty: 4686.920410
	Iteration 45Q: 3 clusters Score -1179734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1179742.625000 Penalty: 4686.920410
	Iteration 46Q: 3 clusters Score -1179743 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1179753.500000 Penalty: 4686.920410
	Iteration 47Q: 3 clusters Score -1179754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1179760.875000 Penalty: 4686.920410
	Iteration 48Q: 3 clusters Score -1179761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1179766.500000 Penalty: 4686.920410
	Iteration 49Q: 3 clusters Score -1179766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1179771.250000 Penalty: 4686.920410
	Iteration 50Q: 3 clusters Score -1179771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1179779.625000 Penalty: 4686.920410
	Iteration 51Q: 3 clusters Score -1179780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1179786.375000 Penalty: 4686.920410
	Iteration 52Q: 3 clusters Score -1179786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1179794.750000 Penalty: 4686.920410
	Iteration 53Q: 3 clusters Score -1179795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1179800.625000 Penalty: 4686.920410
	Iteration 54Q: 3 clusters Score -1179801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1179802.375000 Penalty: 4686.920410
	Iteration 55Q: 3 clusters Score -1179802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1179804.250000 Penalty: 4686.920410
	Iteration 56Q: 3 clusters Score -1179804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1179804.500000 Penalty: 4686.920410
	Iteration 57Q: 3 clusters Score -1179804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1179809.125000 Penalty: 4686.920410
	Iteration 58Q: 3 clusters Score -1179809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1179814.500000 Penalty: 4686.920410
	Iteration 59Q: 3 clusters Score -1179814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1179820.000000 Penalty: 4686.920410
	Iteration 60F: 3 clusters Score -1179820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1179822.375000 Penalty: 4686.920410
	Iteration 61Q: 3 clusters Score -1179822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1179826.750000 Penalty: 4686.920410
	Iteration 62Q: 3 clusters Score -1179827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1179829.125000 Penalty: 4686.920410
	Iteration 63Q: 3 clusters Score -1179829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1179831.250000 Penalty: 4686.920410
	Iteration 64Q: 3 clusters Score -1179831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1179837.625000 Penalty: 4686.920410
	Iteration 65Q: 3 clusters Score -1179838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1179839.875000 Penalty: 4686.920410
	Iteration 66Q: 3 clusters Score -1179840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1179843.750000 Penalty: 4686.920410
	Iteration 67Q: 3 clusters Score -1179844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1179842.375000 Penalty: 4686.920410
	Iteration 68Q: 3 clusters Score -1179842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1179846.375000 Penalty: 4686.920410
	Iteration 69Q: 3 clusters Score -1179846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1179852.125000 Penalty: 4686.920410
	Iteration 70Q: 3 clusters Score -1179852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1179853.625000 Penalty: 4686.920410
	Iteration 71Q: 3 clusters Score -1179854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1179853.000000 Penalty: 4686.920410
	Iteration 72Q: 3 clusters Score -1179853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1179852.875000 Penalty: 4686.920410
	Iteration 73Q: 3 clusters Score -1179853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1179851.875000 Penalty: 4686.920410
	Iteration 74Q: 3 clusters Score -1179852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1179852.875000 Penalty: 4686.920410
	Iteration 75Q: 3 clusters Score -1179853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1179855.750000 Penalty: 4686.920410
	Iteration 76Q: 3 clusters Score -1179856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1179861.375000 Penalty: 4686.920410
	Iteration 77Q: 3 clusters Score -1179861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1179862.500000 Penalty: 4686.920410
	Iteration 78Q: 3 clusters Score -1179862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1179859.500000 Penalty: 4686.920410
	Iteration 79Q: 3 clusters Score -1179860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1179861.125000 Penalty: 4686.920410
	Iteration 80F: 3 clusters Score -1179861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1179863.250000 Penalty: 4686.920410
	Iteration 81Q: 3 clusters Score -1179863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1179861.000000 Penalty: 4686.920410
	Iteration 82Q: 3 clusters Score -1179861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1179861.125000 Penalty: 4686.920410
	Iteration 83Q: 3 clusters Score -1179861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1179865.125000 Penalty: 4686.920410
	Iteration 84Q: 3 clusters Score -1179865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1179866.500000 Penalty: 4686.920410
	Iteration 85Q: 3 clusters Score -1179866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1179866.000000 Penalty: 4686.920410
	Iteration 86Q: 3 clusters Score -1179866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1179865.000000 Penalty: 4686.920410
	Iteration 87Q: 3 clusters Score -1179865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1179864.250000 Penalty: 4686.920410
	Iteration 88Q: 3 clusters Score -1179864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1179863.500000 Penalty: 4686.920410
	Iteration 89Q: 3 clusters Score -1179864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1179864.625000 Penalty: 4686.920410
	Iteration 90Q: 3 clusters Score -1179865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1179864.625000 Penalty: 4686.920410
	Iteration 91F: 3 clusters Score -1179865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (222176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222176 members 
Entering Unmasked Estep 
Score: -21853432.000000 Penalty: 3053.183838
	Iteration 0F: 2 clusters Score -2.185343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111146 members 
Mstep: Class 2 contains 111030 members 
Entering Unmasked Estep 
Score: -21705940.000000 Penalty: 6106.367676
	Iteration 0F: 3 clusters Score -2.170594e+07 nChanged 107171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112351 members 
Mstep: Class 2 contains 109825 members 
Entering Unmasked Estep 
Score: -21768792.000000 Penalty: 6106.367676
	Iteration 1F: 3 clusters Score -2.176879e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113252 members 
Mstep: Class 2 contains 108924 members 
Entering Unmasked Estep 
Score: -21769962.000000 Penalty: 6106.367676
	Iteration 2Q: 3 clusters Score -2.176996e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114557 members 
Mstep: Class 2 contains 107619 members 
Entering Unmasked Estep 
Score: -21771308.000000 Penalty: 6106.367676
	Iteration 3Q: 3 clusters Score -2.177131e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116488 members 
Mstep: Class 2 contains 105688 members 
Entering Unmasked Estep 
Score: -21772862.000000 Penalty: 6106.367676
	Iteration 4Q: 3 clusters Score -2.177286e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119221 members 
Mstep: Class 2 contains 102955 members 
Entering Unmasked Estep 
Score: -21774754.000000 Penalty: 6106.367676
	Iteration 5Q: 3 clusters Score -2.177475e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123088 members 
Mstep: Class 2 contains 99088 members 
Entering Unmasked Estep 
Score: -21777310.000000 Penalty: 6106.367676
	Iteration 6Q: 3 clusters Score -2.177731e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128386 members 
Mstep: Class 2 contains 93790 members 
Entering Unmasked Estep 
Score: -21781334.000000 Penalty: 6106.367676
	Iteration 7Q: 3 clusters Score -2.178133e+07 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135651 members 
Mstep: Class 2 contains 86525 members 
Entering Unmasked Estep 
Score: -21787162.000000 Penalty: 6106.367676
	Iteration 8Q: 3 clusters Score -2.178716e+07 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144489 members 
Mstep: Class 2 contains 77687 members 
Entering Unmasked Estep 
Score: -21795830.000000 Penalty: 6106.367676
	Iteration 9F: 3 clusters Score -2.179583e+07 nChanged 13721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153678 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -21806050.000000 Penalty: 6106.367676
	Iteration 10F: 3 clusters Score -2.180605e+07 nChanged 12426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161328 members 
Mstep: Class 2 contains 60848 members 
Entering Unmasked Estep 
Score: -21815026.000000 Penalty: 6106.367676
	Iteration 11F: 3 clusters Score -2.181503e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167291 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -21820804.000000 Penalty: 6106.367676
	Iteration 12Q: 3 clusters Score -2.18208e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172422 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -21824004.000000 Penalty: 6106.367676
	Iteration 13Q: 3 clusters Score -2.1824e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177332 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -21826240.000000 Penalty: 6106.367676
	Iteration 14Q: 3 clusters Score -2.182624e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182327 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -21828458.000000 Penalty: 6106.367676
	Iteration 15Q: 3 clusters Score -2.182846e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187199 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -21830668.000000 Penalty: 6106.367676
	Iteration 16Q: 3 clusters Score -2.183067e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191941 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -21832758.000000 Penalty: 6106.367676
	Iteration 17Q: 3 clusters Score -2.183276e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196530 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -21834986.000000 Penalty: 6106.367676
	Iteration 18Q: 3 clusters Score -2.183499e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201045 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -21837414.000000 Penalty: 6106.367676
	Iteration 19Q: 3 clusters Score -2.183741e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205242 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -21839804.000000 Penalty: 6106.367676
	Iteration 20F: 3 clusters Score -2.18398e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209031 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -21842106.000000 Penalty: 6106.367676
	Iteration 21Q: 3 clusters Score -2.184211e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212345 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -21844212.000000 Penalty: 6106.367676
	Iteration 22Q: 3 clusters Score -2.184421e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215068 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -21846128.000000 Penalty: 6106.367676
	Iteration 23Q: 3 clusters Score -2.184613e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217217 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -21847646.000000 Penalty: 6106.367676
	Iteration 24Q: 3 clusters Score -2.184765e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218804 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -21848562.000000 Penalty: 6106.367676
	Iteration 25Q: 3 clusters Score -2.184856e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219914 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -21849340.000000 Penalty: 6106.367676
	Iteration 26Q: 3 clusters Score -2.184934e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220639 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -21849834.000000 Penalty: 6106.367676
	Iteration 27Q: 3 clusters Score -2.184983e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221092 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -21850214.000000 Penalty: 6106.367676
	Iteration 28Q: 3 clusters Score -2.185021e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221339 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -21850358.000000 Penalty: 6106.367676
	Iteration 29Q: 3 clusters Score -2.185036e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221468 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -21850476.000000 Penalty: 6106.367676
	Iteration 30Q: 3 clusters Score -2.185048e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221548 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -21850550.000000 Penalty: 6106.367676
	Iteration 31Q: 3 clusters Score -2.185055e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221600 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -21850592.000000 Penalty: 6106.367676
	Iteration 32Q: 3 clusters Score -2.185059e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221628 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -21850634.000000 Penalty: 6106.367676
	Iteration 33Q: 3 clusters Score -2.185063e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221637 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -21850674.000000 Penalty: 6106.367676
	Iteration 34Q: 3 clusters Score -2.185067e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221652 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -21850682.000000 Penalty: 6106.367676
	Iteration 35Q: 3 clusters Score -2.185068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221665 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -21850682.000000 Penalty: 6106.367676
	Iteration 36Q: 3 clusters Score -2.185068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221673 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -21850674.000000 Penalty: 6106.367676
	Iteration 37Q: 3 clusters Score -2.185067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221679 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -21850692.000000 Penalty: 6106.367676
	Iteration 38Q: 3 clusters Score -2.185069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221683 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -21850696.000000 Penalty: 6106.367676
	Iteration 39Q: 3 clusters Score -2.18507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221689 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -21850700.000000 Penalty: 6106.367676
	Iteration 40F: 3 clusters Score -2.18507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221690 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -21850698.000000 Penalty: 6106.367676
	Iteration 41Q: 3 clusters Score -2.18507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221697 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -21850714.000000 Penalty: 6106.367676
	Iteration 42Q: 3 clusters Score -2.185071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221702 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -21850726.000000 Penalty: 6106.367676
	Iteration 43Q: 3 clusters Score -2.185073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221706 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -21850730.000000 Penalty: 6106.367676
	Iteration 44Q: 3 clusters Score -2.185073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221709 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -21850726.000000 Penalty: 6106.367676
	Iteration 45Q: 3 clusters Score -2.185073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221714 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -21850750.000000 Penalty: 6106.367676
	Iteration 46Q: 3 clusters Score -2.185075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221716 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -21850742.000000 Penalty: 6106.367676
	Iteration 47Q: 3 clusters Score -2.185074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221717 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -21850752.000000 Penalty: 6106.367676
	Iteration 48Q: 3 clusters Score -2.185075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221718 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -21850750.000000 Penalty: 6106.367676
	Iteration 49Q: 3 clusters Score -2.185075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221718 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -21850748.000000 Penalty: 6106.367676
	Iteration 50Q: 3 clusters Score -2.185075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221718 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -21850748.000000 Penalty: 6106.367676
	Iteration 51F: 3 clusters Score -2.185075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Entering Unmasked Estep 
Score: -3708027.750000 Penalty: 2614.303223
	Iteration 0F: 2 clusters Score -3708028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3682405.750000 Penalty: 5228.606445
	Iteration 0F: 3 clusters Score -3682406 nChanged 17180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -3691702.750000 Penalty: 5228.606445
	Iteration 1F: 3 clusters Score -3691703 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3692266.750000 Penalty: 5228.606445
	Iteration 2Q: 3 clusters Score -3692267 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3692752.750000 Penalty: 5228.606445
	Iteration 3Q: 3 clusters Score -3692753 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3693284.250000 Penalty: 5228.606445
	Iteration 4Q: 3 clusters Score -3693284 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3693930.500000 Penalty: 5228.606445
	Iteration 5Q: 3 clusters Score -3693930 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3694804.500000 Penalty: 5228.606445
	Iteration 6Q: 3 clusters Score -3694804 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3696077.250000 Penalty: 5228.606445
	Iteration 7F: 3 clusters Score -3696077 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3697719.000000 Penalty: 5228.606445
	Iteration 8F: 3 clusters Score -3697719 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -3699634.750000 Penalty: 5228.606445
	Iteration 9F: 3 clusters Score -3699635 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -3701605.000000 Penalty: 5228.606445
	Iteration 10F: 3 clusters Score -3701605 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3703120.500000 Penalty: 5228.606445
	Iteration 11Q: 3 clusters Score -3703120 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3704050.000000 Penalty: 5228.606445
	Iteration 12Q: 3 clusters Score -3704050 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3704651.750000 Penalty: 5228.606445
	Iteration 13Q: 3 clusters Score -3704652 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3705014.750000 Penalty: 5228.606445
	Iteration 14Q: 3 clusters Score -3705015 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3705237.500000 Penalty: 5228.606445
	Iteration 15Q: 3 clusters Score -3705238 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3705402.000000 Penalty: 5228.606445
	Iteration 16Q: 3 clusters Score -3705402 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3705510.000000 Penalty: 5228.606445
	Iteration 17Q: 3 clusters Score -3705510 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3705605.000000 Penalty: 5228.606445
	Iteration 18Q: 3 clusters Score -3705605 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3705656.750000 Penalty: 5228.606445
	Iteration 19Q: 3 clusters Score -3705657 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3705692.500000 Penalty: 5228.606445
	Iteration 20F: 3 clusters Score -3705692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3705727.500000 Penalty: 5228.606445
	Iteration 21Q: 3 clusters Score -3705728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3705760.250000 Penalty: 5228.606445
	Iteration 22Q: 3 clusters Score -3705760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3705777.500000 Penalty: 5228.606445
	Iteration 23Q: 3 clusters Score -3705778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3705783.500000 Penalty: 5228.606445
	Iteration 24Q: 3 clusters Score -3705784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3705786.750000 Penalty: 5228.606445
	Iteration 25Q: 3 clusters Score -3705787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3705791.500000 Penalty: 5228.606445
	Iteration 26Q: 3 clusters Score -3705792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3705788.500000 Penalty: 5228.606445
	Iteration 27Q: 3 clusters Score -3705788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3705792.000000 Penalty: 5228.606445
	Iteration 28Q: 3 clusters Score -3705792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3705795.500000 Penalty: 5228.606445
	Iteration 29Q: 3 clusters Score -3705796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3705800.500000 Penalty: 5228.606445
	Iteration 30Q: 3 clusters Score -3705800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3705807.000000 Penalty: 5228.606445
	Iteration 31Q: 3 clusters Score -3705807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3705807.500000 Penalty: 5228.606445
	Iteration 32Q: 3 clusters Score -3705808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3705809.500000 Penalty: 5228.606445
	Iteration 33Q: 3 clusters Score -3705810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3705809.250000 Penalty: 5228.606445
	Iteration 34Q: 3 clusters Score -3705809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3705810.250000 Penalty: 5228.606445
	Iteration 35Q: 3 clusters Score -3705810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3705807.500000 Penalty: 5228.606445
	Iteration 36Q: 3 clusters Score -3705808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3705808.250000 Penalty: 5228.606445
	Iteration 37Q: 3 clusters Score -3705808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3705808.250000 Penalty: 5228.606445
	Iteration 38F: 3 clusters Score -3705808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Entering Unmasked Estep 
Score: -1460679.625000 Penalty: 2390.488281
	Iteration 0F: 2 clusters Score -1460680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1449531.625000 Penalty: 4780.976562
	Iteration 0F: 3 clusters Score -1449532 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1453001.500000 Penalty: 4780.976562
	Iteration 1F: 3 clusters Score -1453002 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1453406.875000 Penalty: 4780.976562
	Iteration 2F: 3 clusters Score -1453407 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1453775.625000 Penalty: 4780.976562
	Iteration 3F: 3 clusters Score -1453776 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1454121.500000 Penalty: 4780.976562
	Iteration 4Q: 3 clusters Score -1454122 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1454552.750000 Penalty: 4780.976562
	Iteration 5Q: 3 clusters Score -1454553 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1455124.375000 Penalty: 4780.976562
	Iteration 6F: 3 clusters Score -1455124 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1455780.000000 Penalty: 4780.976562
	Iteration 7F: 3 clusters Score -1455780 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1456496.000000 Penalty: 4780.976562
	Iteration 8F: 3 clusters Score -1456496 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1457152.500000 Penalty: 4780.976562
	Iteration 9F: 3 clusters Score -1457152 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1457661.250000 Penalty: 4780.976562
	Iteration 10Q: 3 clusters Score -1457661 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1458015.125000 Penalty: 4780.976562
	Iteration 11Q: 3 clusters Score -1458015 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1458200.375000 Penalty: 4780.976562
	Iteration 12Q: 3 clusters Score -1458200 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1458336.500000 Penalty: 4780.976562
	Iteration 13Q: 3 clusters Score -1458336 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1458405.000000 Penalty: 4780.976562
	Iteration 14Q: 3 clusters Score -1458405 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1458445.625000 Penalty: 4780.976562
	Iteration 15Q: 3 clusters Score -1458446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1458485.375000 Penalty: 4780.976562
	Iteration 16Q: 3 clusters Score -1458485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1458520.500000 Penalty: 4780.976562
	Iteration 17Q: 3 clusters Score -1458520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1458539.500000 Penalty: 4780.976562
	Iteration 18Q: 3 clusters Score -1458540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1458559.250000 Penalty: 4780.976562
	Iteration 19Q: 3 clusters Score -1458559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1458568.625000 Penalty: 4780.976562
	Iteration 20F: 3 clusters Score -1458569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1458572.500000 Penalty: 4780.976562
	Iteration 21Q: 3 clusters Score -1458572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1458578.375000 Penalty: 4780.976562
	Iteration 22Q: 3 clusters Score -1458578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1458584.375000 Penalty: 4780.976562
	Iteration 23Q: 3 clusters Score -1458584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1458585.250000 Penalty: 4780.976562
	Iteration 24Q: 3 clusters Score -1458585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1458592.875000 Penalty: 4780.976562
	Iteration 25Q: 3 clusters Score -1458593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1458600.250000 Penalty: 4780.976562
	Iteration 26Q: 3 clusters Score -1458600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1458608.375000 Penalty: 4780.976562
	Iteration 27Q: 3 clusters Score -1458608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1458611.000000 Penalty: 4780.976562
	Iteration 28Q: 3 clusters Score -1458611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1458613.750000 Penalty: 4780.976562
	Iteration 29Q: 3 clusters Score -1458614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1458616.750000 Penalty: 4780.976562
	Iteration 30Q: 3 clusters Score -1458617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1458616.750000 Penalty: 4780.976562
	Iteration 31F: 3 clusters Score -1458617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Entering Unmasked Estep 
Score: -468891.625000 Penalty: 2132.083984
	Iteration 0F: 2 clusters Score -468891.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -464181.750000 Penalty: 4264.167969
	Iteration 0F: 3 clusters Score -464181.8 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -465472.406250 Penalty: 4264.167969
	Iteration 1F: 3 clusters Score -465472.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -465824.218750 Penalty: 4264.167969
	Iteration 2F: 3 clusters Score -465824.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -466120.656250 Penalty: 4264.167969
	Iteration 3F: 3 clusters Score -466120.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -466365.468750 Penalty: 4264.167969
	Iteration 4F: 3 clusters Score -466365.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -466563.968750 Penalty: 4264.167969
	Iteration 5F: 3 clusters Score -466564 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -466755.281250 Penalty: 4264.167969
	Iteration 6Q: 3 clusters Score -466755.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -466908.062500 Penalty: 4264.167969
	Iteration 7Q: 3 clusters Score -466908.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -467001.343750 Penalty: 4264.167969
	Iteration 8Q: 3 clusters Score -467001.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -467084.906250 Penalty: 4264.167969
	Iteration 9Q: 3 clusters Score -467084.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -467165.968750 Penalty: 4264.167969
	Iteration 10Q: 3 clusters Score -467166 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -467235.906250 Penalty: 4264.167969
	Iteration 11Q: 3 clusters Score -467235.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -467302.500000 Penalty: 4264.167969
	Iteration 12Q: 3 clusters Score -467302.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -467370.031250 Penalty: 4264.167969
	Iteration 13Q: 3 clusters Score -467370 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -467437.000000 Penalty: 4264.167969
	Iteration 14Q: 3 clusters Score -467437 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -467498.375000 Penalty: 4264.167969
	Iteration 15Q: 3 clusters Score -467498.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -467552.031250 Penalty: 4264.167969
	Iteration 16Q: 3 clusters Score -467552 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -467602.531250 Penalty: 4264.167969
	Iteration 17Q: 3 clusters Score -467602.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -467648.093750 Penalty: 4264.167969
	Iteration 18Q: 3 clusters Score -467648.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -467695.687500 Penalty: 4264.167969
	Iteration 19Q: 3 clusters Score -467695.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -467748.656250 Penalty: 4264.167969
	Iteration 20F: 3 clusters Score -467748.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -467806.031250 Penalty: 4264.167969
	Iteration 21Q: 3 clusters Score -467806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -467849.781250 Penalty: 4264.167969
	Iteration 22Q: 3 clusters Score -467849.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -467872.281250 Penalty: 4264.167969
	Iteration 23Q: 3 clusters Score -467872.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -467890.343750 Penalty: 4264.167969
	Iteration 24Q: 3 clusters Score -467890.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -467904.843750 Penalty: 4264.167969
	Iteration 25Q: 3 clusters Score -467904.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -467916.406250 Penalty: 4264.167969
	Iteration 26Q: 3 clusters Score -467916.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -467931.468750 Penalty: 4264.167969
	Iteration 27Q: 3 clusters Score -467931.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -467942.968750 Penalty: 4264.167969
	Iteration 28Q: 3 clusters Score -467943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -467946.125000 Penalty: 4264.167969
	Iteration 29Q: 3 clusters Score -467946.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -467949.187500 Penalty: 4264.167969
	Iteration 30Q: 3 clusters Score -467949.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -467949.187500 Penalty: 4264.167969
	Iteration 31F: 3 clusters Score -467949.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Entering Unmasked Estep 
Score: -2146782.000000 Penalty: 2501.497559
	Iteration 0F: 2 clusters Score -2146782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2130072.250000 Penalty: 5002.995117
	Iteration 0F: 3 clusters Score -2130072 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2135901.250000 Penalty: 5002.995117
	Iteration 1F: 3 clusters Score -2135901 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2136583.500000 Penalty: 5002.995117
	Iteration 2F: 3 clusters Score -2136584 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2137283.000000 Penalty: 5002.995117
	Iteration 3F: 3 clusters Score -2137283 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2138025.000000 Penalty: 5002.995117
	Iteration 4F: 3 clusters Score -2138025 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2138880.250000 Penalty: 5002.995117
	Iteration 5F: 3 clusters Score -2138880 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2139849.500000 Penalty: 5002.995117
	Iteration 6F: 3 clusters Score -2139850 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2140883.500000 Penalty: 5002.995117
	Iteration 7F: 3 clusters Score -2140884 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2142036.250000 Penalty: 5002.995117
	Iteration 8F: 3 clusters Score -2142036 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2142976.500000 Penalty: 5002.995117
	Iteration 9Q: 3 clusters Score -2142976 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2143691.750000 Penalty: 5002.995117
	Iteration 10Q: 3 clusters Score -2143692 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2144271.750000 Penalty: 5002.995117
	Iteration 11Q: 3 clusters Score -2144272 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2144604.250000 Penalty: 5002.995117
	Iteration 12Q: 3 clusters Score -2144604 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2144836.750000 Penalty: 5002.995117
	Iteration 13Q: 3 clusters Score -2144837 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2144995.000000 Penalty: 5002.995117
	Iteration 14Q: 3 clusters Score -2144995 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2145111.000000 Penalty: 5002.995117
	Iteration 15Q: 3 clusters Score -2145111 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2145195.250000 Penalty: 5002.995117
	Iteration 16Q: 3 clusters Score -2145195 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2145269.500000 Penalty: 5002.995117
	Iteration 17Q: 3 clusters Score -2145270 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2145306.000000 Penalty: 5002.995117
	Iteration 18Q: 3 clusters Score -2145306 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2145343.500000 Penalty: 5002.995117
	Iteration 19Q: 3 clusters Score -2145344 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2145372.250000 Penalty: 5002.995117
	Iteration 20F: 3 clusters Score -2145372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2145388.250000 Penalty: 5002.995117
	Iteration 21Q: 3 clusters Score -2145388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2145404.500000 Penalty: 5002.995117
	Iteration 22Q: 3 clusters Score -2145404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2145417.500000 Penalty: 5002.995117
	Iteration 23Q: 3 clusters Score -2145418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2145425.500000 Penalty: 5002.995117
	Iteration 24Q: 3 clusters Score -2145426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2145432.750000 Penalty: 5002.995117
	Iteration 25Q: 3 clusters Score -2145433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2145433.000000 Penalty: 5002.995117
	Iteration 26Q: 3 clusters Score -2145433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2145438.000000 Penalty: 5002.995117
	Iteration 27Q: 3 clusters Score -2145438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2145436.000000 Penalty: 5002.995117
	Iteration 28Q: 3 clusters Score -2145436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2145438.500000 Penalty: 5002.995117
	Iteration 29Q: 3 clusters Score -2145438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2145440.250000 Penalty: 5002.995117
	Iteration 30Q: 3 clusters Score -2145440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2145439.000000 Penalty: 5002.995117
	Iteration 31Q: 3 clusters Score -2145439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2145439.000000 Penalty: 5002.995117
	Iteration 32F: 3 clusters Score -2145439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Entering Unmasked Estep 
Score: -1104867.250000 Penalty: 2325.883545
	Iteration 0F: 2 clusters Score -1104867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1096032.875000 Penalty: 4651.767090
	Iteration 0F: 3 clusters Score -1096033 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1098773.000000 Penalty: 4651.767090
	Iteration 1F: 3 clusters Score -1098773 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1099081.875000 Penalty: 4651.767090
	Iteration 2F: 3 clusters Score -1099082 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1099319.625000 Penalty: 4651.767090
	Iteration 3Q: 3 clusters Score -1099320 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1099562.250000 Penalty: 4651.767090
	Iteration 4Q: 3 clusters Score -1099562 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1099826.875000 Penalty: 4651.767090
	Iteration 5Q: 3 clusters Score -1099827 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1100066.500000 Penalty: 4651.767090
	Iteration 6Q: 3 clusters Score -1100066 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1100289.625000 Penalty: 4651.767090
	Iteration 7Q: 3 clusters Score -1100290 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1100491.625000 Penalty: 4651.767090
	Iteration 8Q: 3 clusters Score -1100492 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1100691.625000 Penalty: 4651.767090
	Iteration 9Q: 3 clusters Score -1100692 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1100934.625000 Penalty: 4651.767090
	Iteration 10Q: 3 clusters Score -1100935 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1101220.625000 Penalty: 4651.767090
	Iteration 11Q: 3 clusters Score -1101221 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1101576.000000 Penalty: 4651.767090
	Iteration 12Q: 3 clusters Score -1101576 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1101934.875000 Penalty: 4651.767090
	Iteration 13Q: 3 clusters Score -1101935 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1102257.250000 Penalty: 4651.767090
	Iteration 14Q: 3 clusters Score -1102257 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1102514.500000 Penalty: 4651.767090
	Iteration 15Q: 3 clusters Score -1102514 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1102740.125000 Penalty: 4651.767090
	Iteration 16Q: 3 clusters Score -1102740 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1102919.875000 Penalty: 4651.767090
	Iteration 17Q: 3 clusters Score -1102920 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1103076.500000 Penalty: 4651.767090
	Iteration 18Q: 3 clusters Score -1103076 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1103215.000000 Penalty: 4651.767090
	Iteration 19Q: 3 clusters Score -1103215 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1103348.875000 Penalty: 4651.767090
	Iteration 20F: 3 clusters Score -1103349 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1103460.125000 Penalty: 4651.767090
	Iteration 21Q: 3 clusters Score -1103460 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1103541.375000 Penalty: 4651.767090
	Iteration 22Q: 3 clusters Score -1103541 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1103600.375000 Penalty: 4651.767090
	Iteration 23Q: 3 clusters Score -1103600 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1103639.625000 Penalty: 4651.767090
	Iteration 24Q: 3 clusters Score -1103640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1103665.250000 Penalty: 4651.767090
	Iteration 25Q: 3 clusters Score -1103665 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1103685.875000 Penalty: 4651.767090
	Iteration 26Q: 3 clusters Score -1103686 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1103697.625000 Penalty: 4651.767090
	Iteration 27Q: 3 clusters Score -1103698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1103710.500000 Penalty: 4651.767090
	Iteration 28Q: 3 clusters Score -1103710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1103721.625000 Penalty: 4651.767090
	Iteration 29Q: 3 clusters Score -1103722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1103731.375000 Penalty: 4651.767090
	Iteration 30Q: 3 clusters Score -1103731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1103735.500000 Penalty: 4651.767090
	Iteration 31Q: 3 clusters Score -1103736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1103736.250000 Penalty: 4651.767090
	Iteration 32Q: 3 clusters Score -1103736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1103740.125000 Penalty: 4651.767090
	Iteration 33Q: 3 clusters Score -1103740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1103743.375000 Penalty: 4651.767090
	Iteration 34Q: 3 clusters Score -1103743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1103743.750000 Penalty: 4651.767090
	Iteration 35Q: 3 clusters Score -1103744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1103747.750000 Penalty: 4651.767090
	Iteration 36Q: 3 clusters Score -1103748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1103749.125000 Penalty: 4651.767090
	Iteration 37Q: 3 clusters Score -1103749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1103750.125000 Penalty: 4651.767090
	Iteration 38Q: 3 clusters Score -1103750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1103750.375000 Penalty: 4651.767090
	Iteration 39Q: 3 clusters Score -1103750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1103752.250000 Penalty: 4651.767090
	Iteration 40F: 3 clusters Score -1103752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1103751.125000 Penalty: 4651.767090
	Iteration 41Q: 3 clusters Score -1103751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1103751.125000 Penalty: 4651.767090
	Iteration 42Q: 3 clusters Score -1103751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1103751.875000 Penalty: 4651.767090
	Iteration 43Q: 3 clusters Score -1103752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1103750.125000 Penalty: 4651.767090
	Iteration 44Q: 3 clusters Score -1103750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1103750.125000 Penalty: 4651.767090
	Iteration 45F: 3 clusters Score -1103750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Entering Unmasked Estep 
Score: -1137109.250000 Penalty: 2330.966553
	Iteration 0F: 2 clusters Score -1137109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1128214.875000 Penalty: 4661.933105
	Iteration 0F: 3 clusters Score -1128215 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1130995.125000 Penalty: 4661.933105
	Iteration 1F: 3 clusters Score -1130995 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1131761.625000 Penalty: 4661.933105
	Iteration 2F: 3 clusters Score -1131762 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1132681.875000 Penalty: 4661.933105
	Iteration 3F: 3 clusters Score -1132682 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1133688.625000 Penalty: 4661.933105
	Iteration 4F: 3 clusters Score -1133689 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1134660.250000 Penalty: 4661.933105
	Iteration 5F: 3 clusters Score -1134660 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1135346.375000 Penalty: 4661.933105
	Iteration 6F: 3 clusters Score -1135346 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1135787.750000 Penalty: 4661.933105
	Iteration 7Q: 3 clusters Score -1135788 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1136035.750000 Penalty: 4661.933105
	Iteration 8Q: 3 clusters Score -1136036 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1136169.375000 Penalty: 4661.933105
	Iteration 9Q: 3 clusters Score -1136169 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1136254.000000 Penalty: 4661.933105
	Iteration 10Q: 3 clusters Score -1136254 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1136315.000000 Penalty: 4661.933105
	Iteration 11Q: 3 clusters Score -1136315 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1136357.125000 Penalty: 4661.933105
	Iteration 12Q: 3 clusters Score -1136357 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1136391.375000 Penalty: 4661.933105
	Iteration 13Q: 3 clusters Score -1136391 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1136411.875000 Penalty: 4661.933105
	Iteration 14Q: 3 clusters Score -1136412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1136427.625000 Penalty: 4661.933105
	Iteration 15Q: 3 clusters Score -1136428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1136439.375000 Penalty: 4661.933105
	Iteration 16Q: 3 clusters Score -1136439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1136452.875000 Penalty: 4661.933105
	Iteration 17Q: 3 clusters Score -1136453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1136464.000000 Penalty: 4661.933105
	Iteration 18Q: 3 clusters Score -1136464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1136470.875000 Penalty: 4661.933105
	Iteration 19Q: 3 clusters Score -1136471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1136472.500000 Penalty: 4661.933105
	Iteration 20F: 3 clusters Score -1136472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1136474.375000 Penalty: 4661.933105
	Iteration 21Q: 3 clusters Score -1136474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1136475.375000 Penalty: 4661.933105
	Iteration 22Q: 3 clusters Score -1136475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1136474.000000 Penalty: 4661.933105
	Iteration 23Q: 3 clusters Score -1136474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1136474.750000 Penalty: 4661.933105
	Iteration 24Q: 3 clusters Score -1136475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1136474.750000 Penalty: 4661.933105
	Iteration 25F: 3 clusters Score -1136475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Entering Unmasked Estep 
Score: -1091977.875000 Penalty: 2327.929199
	Iteration 0F: 2 clusters Score -1091978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1083132.500000 Penalty: 4655.858398
	Iteration 0F: 3 clusters Score -1083132 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1085929.250000 Penalty: 4655.858398
	Iteration 1F: 3 clusters Score -1085929 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1086396.625000 Penalty: 4655.858398
	Iteration 2F: 3 clusters Score -1086397 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1086965.000000 Penalty: 4655.858398
	Iteration 3F: 3 clusters Score -1086965 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1087698.125000 Penalty: 4655.858398
	Iteration 4F: 3 clusters Score -1087698 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1088554.625000 Penalty: 4655.858398
	Iteration 5F: 3 clusters Score -1088555 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1089413.750000 Penalty: 4655.858398
	Iteration 6F: 3 clusters Score -1089414 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1090054.375000 Penalty: 4655.858398
	Iteration 7F: 3 clusters Score -1090054 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1090445.000000 Penalty: 4655.858398
	Iteration 8Q: 3 clusters Score -1090445 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1090720.250000 Penalty: 4655.858398
	Iteration 9Q: 3 clusters Score -1090720 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1090907.250000 Penalty: 4655.858398
	Iteration 10Q: 3 clusters Score -1090907 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1091046.250000 Penalty: 4655.858398
	Iteration 11Q: 3 clusters Score -1091046 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1091139.375000 Penalty: 4655.858398
	Iteration 12Q: 3 clusters Score -1091139 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1091210.625000 Penalty: 4655.858398
	Iteration 13Q: 3 clusters Score -1091211 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1091270.125000 Penalty: 4655.858398
	Iteration 14Q: 3 clusters Score -1091270 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1091306.375000 Penalty: 4655.858398
	Iteration 15Q: 3 clusters Score -1091306 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1091329.750000 Penalty: 4655.858398
	Iteration 16Q: 3 clusters Score -1091330 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1091358.125000 Penalty: 4655.858398
	Iteration 17Q: 3 clusters Score -1091358 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1091377.750000 Penalty: 4655.858398
	Iteration 18Q: 3 clusters Score -1091378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1091394.375000 Penalty: 4655.858398
	Iteration 19Q: 3 clusters Score -1091394 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1091406.250000 Penalty: 4655.858398
	Iteration 20F: 3 clusters Score -1091406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1091414.125000 Penalty: 4655.858398
	Iteration 21Q: 3 clusters Score -1091414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1091422.625000 Penalty: 4655.858398
	Iteration 22Q: 3 clusters Score -1091423 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1091433.500000 Penalty: 4655.858398
	Iteration 23Q: 3 clusters Score -1091434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1091442.750000 Penalty: 4655.858398
	Iteration 24Q: 3 clusters Score -1091443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1091443.500000 Penalty: 4655.858398
	Iteration 25Q: 3 clusters Score -1091444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1091447.750000 Penalty: 4655.858398
	Iteration 26Q: 3 clusters Score -1091448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1091450.750000 Penalty: 4655.858398
	Iteration 27Q: 3 clusters Score -1091451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1091453.375000 Penalty: 4655.858398
	Iteration 28Q: 3 clusters Score -1091453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1091452.750000 Penalty: 4655.858398
	Iteration 29Q: 3 clusters Score -1091453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1091457.375000 Penalty: 4655.858398
	Iteration 30Q: 3 clusters Score -1091457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1091455.875000 Penalty: 4655.858398
	Iteration 31Q: 3 clusters Score -1091456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1091458.375000 Penalty: 4655.858398
	Iteration 32Q: 3 clusters Score -1091458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1091461.375000 Penalty: 4655.858398
	Iteration 33Q: 3 clusters Score -1091461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1091461.375000 Penalty: 4655.858398
	Iteration 34Q: 3 clusters Score -1091461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1091460.250000 Penalty: 4655.858398
	Iteration 35Q: 3 clusters Score -1091460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1091462.000000 Penalty: 4655.858398
	Iteration 36Q: 3 clusters Score -1091462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1091463.875000 Penalty: 4655.858398
	Iteration 37Q: 3 clusters Score -1091464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1091462.000000 Penalty: 4655.858398
	Iteration 38Q: 3 clusters Score -1091462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1091464.625000 Penalty: 4655.858398
	Iteration 39Q: 3 clusters Score -1091465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1091464.625000 Penalty: 4655.858398
	Iteration 40F: 3 clusters Score -1091465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Entering Unmasked Estep 
Score: -1478772.500000 Penalty: 2388.884033
	Iteration 0F: 2 clusters Score -1478772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1467699.000000 Penalty: 4777.768066
	Iteration 0F: 3 clusters Score -1467699 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1471256.875000 Penalty: 4777.768066
	Iteration 1F: 3 clusters Score -1471257 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1471610.750000 Penalty: 4777.768066
	Iteration 2F: 3 clusters Score -1471611 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1471868.750000 Penalty: 4777.768066
	Iteration 3Q: 3 clusters Score -1471869 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1472096.625000 Penalty: 4777.768066
	Iteration 4Q: 3 clusters Score -1472097 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1472360.875000 Penalty: 4777.768066
	Iteration 5Q: 3 clusters Score -1472361 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1472659.750000 Penalty: 4777.768066
	Iteration 6Q: 3 clusters Score -1472660 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1473014.250000 Penalty: 4777.768066
	Iteration 7Q: 3 clusters Score -1473014 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1473451.125000 Penalty: 4777.768066
	Iteration 8Q: 3 clusters Score -1473451 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1473986.250000 Penalty: 4777.768066
	Iteration 9F: 3 clusters Score -1473986 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1474604.125000 Penalty: 4777.768066
	Iteration 10F: 3 clusters Score -1474604 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1475166.250000 Penalty: 4777.768066
	Iteration 11Q: 3 clusters Score -1475166 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1475603.000000 Penalty: 4777.768066
	Iteration 12Q: 3 clusters Score -1475603 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1475918.500000 Penalty: 4777.768066
	Iteration 13Q: 3 clusters Score -1475918 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1476152.125000 Penalty: 4777.768066
	Iteration 14Q: 3 clusters Score -1476152 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1476325.500000 Penalty: 4777.768066
	Iteration 15Q: 3 clusters Score -1476326 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1476462.375000 Penalty: 4777.768066
	Iteration 16Q: 3 clusters Score -1476462 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1476550.375000 Penalty: 4777.768066
	Iteration 17Q: 3 clusters Score -1476550 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1476613.625000 Penalty: 4777.768066
	Iteration 18Q: 3 clusters Score -1476614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1476658.125000 Penalty: 4777.768066
	Iteration 19Q: 3 clusters Score -1476658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1476677.250000 Penalty: 4777.768066
	Iteration 20F: 3 clusters Score -1476677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1476700.125000 Penalty: 4777.768066
	Iteration 21Q: 3 clusters Score -1476700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1476718.000000 Penalty: 4777.768066
	Iteration 22Q: 3 clusters Score -1476718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1476732.750000 Penalty: 4777.768066
	Iteration 23Q: 3 clusters Score -1476733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1476737.500000 Penalty: 4777.768066
	Iteration 24Q: 3 clusters Score -1476738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1476748.375000 Penalty: 4777.768066
	Iteration 25Q: 3 clusters Score -1476748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1476753.250000 Penalty: 4777.768066
	Iteration 26Q: 3 clusters Score -1476753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1476758.125000 Penalty: 4777.768066
	Iteration 27Q: 3 clusters Score -1476758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1476761.750000 Penalty: 4777.768066
	Iteration 28Q: 3 clusters Score -1476762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1476762.375000 Penalty: 4777.768066
	Iteration 29Q: 3 clusters Score -1476762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1476766.500000 Penalty: 4777.768066
	Iteration 30Q: 3 clusters Score -1476766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1476769.500000 Penalty: 4777.768066
	Iteration 31Q: 3 clusters Score -1476770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1476770.625000 Penalty: 4777.768066
	Iteration 32Q: 3 clusters Score -1476771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1476770.625000 Penalty: 4777.768066
	Iteration 33F: 3 clusters Score -1476771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Entering Unmasked Estep 
Score: -546480.312500 Penalty: 2137.921631
	Iteration 0F: 2 clusters Score -546480.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -541616.937500 Penalty: 4275.843262
	Iteration 0F: 3 clusters Score -541616.9 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -542771.187500 Penalty: 4275.843262
	Iteration 1F: 3 clusters Score -542771.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -542977.375000 Penalty: 4275.843262
	Iteration 2F: 3 clusters Score -542977.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -543093.125000 Penalty: 4275.843262
	Iteration 3Q: 3 clusters Score -543093.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -543166.000000 Penalty: 4275.843262
	Iteration 4Q: 3 clusters Score -543166 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -543221.687500 Penalty: 4275.843262
	Iteration 5Q: 3 clusters Score -543221.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -543274.125000 Penalty: 4275.843262
	Iteration 6Q: 3 clusters Score -543274.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -543324.750000 Penalty: 4275.843262
	Iteration 7Q: 3 clusters Score -543324.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -543370.125000 Penalty: 4275.843262
	Iteration 8Q: 3 clusters Score -543370.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -543424.437500 Penalty: 4275.843262
	Iteration 9Q: 3 clusters Score -543424.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -543478.000000 Penalty: 4275.843262
	Iteration 10Q: 3 clusters Score -543478 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -543528.875000 Penalty: 4275.843262
	Iteration 11Q: 3 clusters Score -543528.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -543583.937500 Penalty: 4275.843262
	Iteration 12Q: 3 clusters Score -543583.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -543640.625000 Penalty: 4275.843262
	Iteration 13Q: 3 clusters Score -543640.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -543699.500000 Penalty: 4275.843262
	Iteration 14Q: 3 clusters Score -543699.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -543754.875000 Penalty: 4275.843262
	Iteration 15Q: 3 clusters Score -543754.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -543819.625000 Penalty: 4275.843262
	Iteration 16Q: 3 clusters Score -543819.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -543907.250000 Penalty: 4275.843262
	Iteration 17Q: 3 clusters Score -543907.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -543986.437500 Penalty: 4275.843262
	Iteration 18Q: 3 clusters Score -543986.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -544058.750000 Penalty: 4275.843262
	Iteration 19Q: 3 clusters Score -544058.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -544137.625000 Penalty: 4275.843262
	Iteration 20F: 3 clusters Score -544137.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -544210.500000 Penalty: 4275.843262
	Iteration 21Q: 3 clusters Score -544210.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -544262.750000 Penalty: 4275.843262
	Iteration 22Q: 3 clusters Score -544262.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -544323.812500 Penalty: 4275.843262
	Iteration 23Q: 3 clusters Score -544323.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -544375.562500 Penalty: 4275.843262
	Iteration 24Q: 3 clusters Score -544375.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -544402.687500 Penalty: 4275.843262
	Iteration 25Q: 3 clusters Score -544402.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -544430.687500 Penalty: 4275.843262
	Iteration 26Q: 3 clusters Score -544430.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -544451.562500 Penalty: 4275.843262
	Iteration 27Q: 3 clusters Score -544451.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -544468.750000 Penalty: 4275.843262
	Iteration 28Q: 3 clusters Score -544468.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -544484.625000 Penalty: 4275.843262
	Iteration 29Q: 3 clusters Score -544484.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -544504.750000 Penalty: 4275.843262
	Iteration 30Q: 3 clusters Score -544504.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -544519.687500 Penalty: 4275.843262
	Iteration 31Q: 3 clusters Score -544519.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -544529.187500 Penalty: 4275.843262
	Iteration 32Q: 3 clusters Score -544529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -544534.062500 Penalty: 4275.843262
	Iteration 33Q: 3 clusters Score -544534.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -544538.250000 Penalty: 4275.843262
	Iteration 34Q: 3 clusters Score -544538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -544539.500000 Penalty: 4275.843262
	Iteration 35Q: 3 clusters Score -544539.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -544542.312500 Penalty: 4275.843262
	Iteration 36Q: 3 clusters Score -544542.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -544542.500000 Penalty: 4275.843262
	Iteration 37Q: 3 clusters Score -544542.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -544543.000000 Penalty: 4275.843262
	Iteration 38Q: 3 clusters Score -544543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -544544.875000 Penalty: 4275.843262
	Iteration 39Q: 3 clusters Score -544544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -544545.375000 Penalty: 4275.843262
	Iteration 40F: 3 clusters Score -544545.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Entering Unmasked Estep 
Score: -846246.750000 Penalty: 2244.063965
	Iteration 0F: 2 clusters Score -846246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -839526.062500 Penalty: 4488.127930
	Iteration 0F: 3 clusters Score -839526.1 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -841383.250000 Penalty: 4488.127930
	Iteration 1F: 3 clusters Score -841383.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -841683.875000 Penalty: 4488.127930
	Iteration 2F: 3 clusters Score -841683.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -841897.687500 Penalty: 4488.127930
	Iteration 3F: 3 clusters Score -841897.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -842058.000000 Penalty: 4488.127930
	Iteration 4Q: 3 clusters Score -842058 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -842230.562500 Penalty: 4488.127930
	Iteration 5Q: 3 clusters Score -842230.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -842404.562500 Penalty: 4488.127930
	Iteration 6Q: 3 clusters Score -842404.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -842579.812500 Penalty: 4488.127930
	Iteration 7Q: 3 clusters Score -842579.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -842797.375000 Penalty: 4488.127930
	Iteration 8Q: 3 clusters Score -842797.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -843025.187500 Penalty: 4488.127930
	Iteration 9Q: 3 clusters Score -843025.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -843265.687500 Penalty: 4488.127930
	Iteration 10Q: 3 clusters Score -843265.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -843486.750000 Penalty: 4488.127930
	Iteration 11Q: 3 clusters Score -843486.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -843694.687500 Penalty: 4488.127930
	Iteration 12Q: 3 clusters Score -843694.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -843860.937500 Penalty: 4488.127930
	Iteration 13Q: 3 clusters Score -843860.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -843989.937500 Penalty: 4488.127930
	Iteration 14Q: 3 clusters Score -843989.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -844076.125000 Penalty: 4488.127930
	Iteration 15Q: 3 clusters Score -844076.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -844125.625000 Penalty: 4488.127930
	Iteration 16Q: 3 clusters Score -844125.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -844167.937500 Penalty: 4488.127930
	Iteration 17Q: 3 clusters Score -844167.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -844197.875000 Penalty: 4488.127930
	Iteration 18Q: 3 clusters Score -844197.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -844217.937500 Penalty: 4488.127930
	Iteration 19Q: 3 clusters Score -844217.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -844230.500000 Penalty: 4488.127930
	Iteration 20F: 3 clusters Score -844230.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -844242.437500 Penalty: 4488.127930
	Iteration 21Q: 3 clusters Score -844242.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -844255.250000 Penalty: 4488.127930
	Iteration 22Q: 3 clusters Score -844255.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -844272.187500 Penalty: 4488.127930
	Iteration 23Q: 3 clusters Score -844272.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -844285.187500 Penalty: 4488.127930
	Iteration 24Q: 3 clusters Score -844285.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -844292.937500 Penalty: 4488.127930
	Iteration 25Q: 3 clusters Score -844292.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -844303.687500 Penalty: 4488.127930
	Iteration 26Q: 3 clusters Score -844303.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -844309.375000 Penalty: 4488.127930
	Iteration 27Q: 3 clusters Score -844309.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -844314.625000 Penalty: 4488.127930
	Iteration 28Q: 3 clusters Score -844314.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -844321.437500 Penalty: 4488.127930
	Iteration 29Q: 3 clusters Score -844321.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -844328.562500 Penalty: 4488.127930
	Iteration 30Q: 3 clusters Score -844328.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -844336.312500 Penalty: 4488.127930
	Iteration 31Q: 3 clusters Score -844336.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -844341.062500 Penalty: 4488.127930
	Iteration 32Q: 3 clusters Score -844341.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -844346.125000 Penalty: 4488.127930
	Iteration 33Q: 3 clusters Score -844346.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -844347.375000 Penalty: 4488.127930
	Iteration 34Q: 3 clusters Score -844347.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -844346.562500 Penalty: 4488.127930
	Iteration 35Q: 3 clusters Score -844346.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -844347.375000 Penalty: 4488.127930
	Iteration 36Q: 3 clusters Score -844347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -844347.562500 Penalty: 4488.127930
	Iteration 37Q: 3 clusters Score -844347.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -844350.437500 Penalty: 4488.127930
	Iteration 38Q: 3 clusters Score -844350.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -844352.812500 Penalty: 4488.127930
	Iteration 39Q: 3 clusters Score -844352.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -844355.125000 Penalty: 4488.127930
	Iteration 40F: 3 clusters Score -844355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -844355.312500 Penalty: 4488.127930
	Iteration 41Q: 3 clusters Score -844355.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -844358.500000 Penalty: 4488.127930
	Iteration 42Q: 3 clusters Score -844358.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -844358.875000 Penalty: 4488.127930
	Iteration 43Q: 3 clusters Score -844358.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -844360.625000 Penalty: 4488.127930
	Iteration 44Q: 3 clusters Score -844360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -844360.687500 Penalty: 4488.127930
	Iteration 45Q: 3 clusters Score -844360.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -844360.687500 Penalty: 4488.127930
	Iteration 46F: 3 clusters Score -844360.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Entering Unmasked Estep 
Score: -1402322.500000 Penalty: 2380.719727
	Iteration 0F: 2 clusters Score -1402322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1391742.750000 Penalty: 4761.439453
	Iteration 0F: 3 clusters Score -1391743 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1395142.750000 Penalty: 4761.439453
	Iteration 1F: 3 clusters Score -1395143 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1395764.875000 Penalty: 4761.439453
	Iteration 2F: 3 clusters Score -1395765 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1396546.375000 Penalty: 4761.439453
	Iteration 3F: 3 clusters Score -1396546 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1397460.500000 Penalty: 4761.439453
	Iteration 4F: 3 clusters Score -1397460 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1398428.500000 Penalty: 4761.439453
	Iteration 5F: 3 clusters Score -1398428 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1399255.125000 Penalty: 4761.439453
	Iteration 6F: 3 clusters Score -1399255 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1399911.500000 Penalty: 4761.439453
	Iteration 7F: 3 clusters Score -1399912 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1400337.500000 Penalty: 4761.439453
	Iteration 8Q: 3 clusters Score -1400338 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1400633.875000 Penalty: 4761.439453
	Iteration 9Q: 3 clusters Score -1400634 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1400876.625000 Penalty: 4761.439453
	Iteration 10Q: 3 clusters Score -1400877 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1401052.000000 Penalty: 4761.439453
	Iteration 11Q: 3 clusters Score -1401052 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1401201.625000 Penalty: 4761.439453
	Iteration 12Q: 3 clusters Score -1401202 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1401308.375000 Penalty: 4761.439453
	Iteration 13Q: 3 clusters Score -1401308 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1401393.000000 Penalty: 4761.439453
	Iteration 14Q: 3 clusters Score -1401393 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1401471.125000 Penalty: 4761.439453
	Iteration 15Q: 3 clusters Score -1401471 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1401540.500000 Penalty: 4761.439453
	Iteration 16Q: 3 clusters Score -1401540 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1401596.625000 Penalty: 4761.439453
	Iteration 17Q: 3 clusters Score -1401597 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1401626.750000 Penalty: 4761.439453
	Iteration 18Q: 3 clusters Score -1401627 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1401645.125000 Penalty: 4761.439453
	Iteration 19Q: 3 clusters Score -1401645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1401658.250000 Penalty: 4761.439453
	Iteration 20F: 3 clusters Score -1401658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1401659.250000 Penalty: 4761.439453
	Iteration 21Q: 3 clusters Score -1401659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1401664.750000 Penalty: 4761.439453
	Iteration 22Q: 3 clusters Score -1401665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1401663.375000 Penalty: 4761.439453
	Iteration 23Q: 3 clusters Score -1401663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1401666.875000 Penalty: 4761.439453
	Iteration 24Q: 3 clusters Score -1401667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1401660.750000 Penalty: 4761.439453
	Iteration 25Q: 3 clusters Score -1401661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1401662.500000 Penalty: 4761.439453
	Iteration 26Q: 3 clusters Score -1401662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1401668.750000 Penalty: 4761.439453
	Iteration 27Q: 3 clusters Score -1401669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1401671.750000 Penalty: 4761.439453
	Iteration 28Q: 3 clusters Score -1401672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1401673.625000 Penalty: 4761.439453
	Iteration 29Q: 3 clusters Score -1401674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1401676.875000 Penalty: 4761.439453
	Iteration 30Q: 3 clusters Score -1401677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1401675.000000 Penalty: 4761.439453
	Iteration 31Q: 3 clusters Score -1401675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1401675.000000 Penalty: 4761.439453
	Iteration 32F: 3 clusters Score -1401675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -270809.250000 Penalty: 1971.637207
	Iteration 0F: 2 clusters Score -270809.2 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 1376 members 
Entering Unmasked Estep 
Score: -267639.406250 Penalty: 3943.274414
	Iteration 0F: 3 clusters Score -267639.4 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -268265.906250 Penalty: 3943.274414
	Iteration 1F: 3 clusters Score -268265.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -268416.500000 Penalty: 3943.274414
	Iteration 2F: 3 clusters Score -268416.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -268518.906250 Penalty: 3943.274414
	Iteration 3F: 3 clusters Score -268518.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -268576.593750 Penalty: 3943.274414
	Iteration 4Q: 3 clusters Score -268576.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -268609.843750 Penalty: 3943.274414
	Iteration 5Q: 3 clusters Score -268609.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -268634.437500 Penalty: 3943.274414
	Iteration 6Q: 3 clusters Score -268634.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -268647.625000 Penalty: 3943.274414
	Iteration 7Q: 3 clusters Score -268647.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -268662.718750 Penalty: 3943.274414
	Iteration 8Q: 3 clusters Score -268662.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -268670.468750 Penalty: 3943.274414
	Iteration 9Q: 3 clusters Score -268670.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -268675.531250 Penalty: 3943.274414
	Iteration 10Q: 3 clusters Score -268675.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -268682.906250 Penalty: 3943.274414
	Iteration 11Q: 3 clusters Score -268682.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -268685.875000 Penalty: 3943.274414
	Iteration 12Q: 3 clusters Score -268685.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -268687.812500 Penalty: 3943.274414
	Iteration 13Q: 3 clusters Score -268687.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -268692.906250 Penalty: 3943.274414
	Iteration 14Q: 3 clusters Score -268692.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -268698.218750 Penalty: 3943.274414
	Iteration 15Q: 3 clusters Score -268698.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -268702.531250 Penalty: 3943.274414
	Iteration 16Q: 3 clusters Score -268702.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -268706.531250 Penalty: 3943.274414
	Iteration 17Q: 3 clusters Score -268706.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -268709.656250 Penalty: 3943.274414
	Iteration 18Q: 3 clusters Score -268709.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -268717.406250 Penalty: 3943.274414
	Iteration 19Q: 3 clusters Score -268717.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -268724.937500 Penalty: 3943.274414
	Iteration 20F: 3 clusters Score -268724.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -268731.781250 Penalty: 3943.274414
	Iteration 21Q: 3 clusters Score -268731.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -268744.218750 Penalty: 3943.274414
	Iteration 22Q: 3 clusters Score -268744.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -268752.250000 Penalty: 3943.274414
	Iteration 23Q: 3 clusters Score -268752.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -268759.406250 Penalty: 3943.274414
	Iteration 24Q: 3 clusters Score -268759.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -268766.093750 Penalty: 3943.274414
	Iteration 25Q: 3 clusters Score -268766.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -268770.562500 Penalty: 3943.274414
	Iteration 26Q: 3 clusters Score -268770.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -268775.312500 Penalty: 3943.274414
	Iteration 27Q: 3 clusters Score -268775.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -268778.718750 Penalty: 3943.274414
	Iteration 28Q: 3 clusters Score -268778.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -268783.375000 Penalty: 3943.274414
	Iteration 29Q: 3 clusters Score -268783.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -268787.343750 Penalty: 3943.274414
	Iteration 30Q: 3 clusters Score -268787.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -268790.718750 Penalty: 3943.274414
	Iteration 31Q: 3 clusters Score -268790.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -268794.281250 Penalty: 3943.274414
	Iteration 32Q: 3 clusters Score -268794.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -268794.312500 Penalty: 3943.274414
	Iteration 33Q: 3 clusters Score -268794.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -268794.312500 Penalty: 3943.274414
	Iteration 34F: 3 clusters Score -268794.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Entering Unmasked Estep 
Score: -561059.250000 Penalty: 2163.240234
	Iteration 0F: 2 clusters Score -561059.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -555887.562500 Penalty: 4326.480469
	Iteration 0F: 3 clusters Score -555887.6 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -557184.812500 Penalty: 4326.480469
	Iteration 1F: 3 clusters Score -557184.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -557425.125000 Penalty: 4326.480469
	Iteration 2F: 3 clusters Score -557425.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -557567.937500 Penalty: 4326.480469
	Iteration 3Q: 3 clusters Score -557567.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -557678.812500 Penalty: 4326.480469
	Iteration 4Q: 3 clusters Score -557678.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -557773.187500 Penalty: 4326.480469
	Iteration 5Q: 3 clusters Score -557773.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -557867.187500 Penalty: 4326.480469
	Iteration 6Q: 3 clusters Score -557867.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -557943.187500 Penalty: 4326.480469
	Iteration 7Q: 3 clusters Score -557943.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -558001.125000 Penalty: 4326.480469
	Iteration 8Q: 3 clusters Score -558001.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -558058.312500 Penalty: 4326.480469
	Iteration 9Q: 3 clusters Score -558058.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -558110.812500 Penalty: 4326.480469
	Iteration 10Q: 3 clusters Score -558110.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -558155.312500 Penalty: 4326.480469
	Iteration 11Q: 3 clusters Score -558155.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -558201.750000 Penalty: 4326.480469
	Iteration 12Q: 3 clusters Score -558201.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -558259.750000 Penalty: 4326.480469
	Iteration 13Q: 3 clusters Score -558259.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -558338.625000 Penalty: 4326.480469
	Iteration 14Q: 3 clusters Score -558338.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -558424.625000 Penalty: 4326.480469
	Iteration 15Q: 3 clusters Score -558424.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -558522.687500 Penalty: 4326.480469
	Iteration 16Q: 3 clusters Score -558522.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -558633.125000 Penalty: 4326.480469
	Iteration 17Q: 3 clusters Score -558633.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -558730.750000 Penalty: 4326.480469
	Iteration 18Q: 3 clusters Score -558730.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -558844.625000 Penalty: 4326.480469
	Iteration 19Q: 3 clusters Score -558844.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -558975.937500 Penalty: 4326.480469
	Iteration 20F: 3 clusters Score -558975.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -559121.375000 Penalty: 4326.480469
	Iteration 21Q: 3 clusters Score -559121.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -559223.750000 Penalty: 4326.480469
	Iteration 22Q: 3 clusters Score -559223.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -559302.250000 Penalty: 4326.480469
	Iteration 23Q: 3 clusters Score -559302.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -559363.875000 Penalty: 4326.480469
	Iteration 24Q: 3 clusters Score -559363.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -559409.750000 Penalty: 4326.480469
	Iteration 25Q: 3 clusters Score -559409.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -559447.062500 Penalty: 4326.480469
	Iteration 26Q: 3 clusters Score -559447.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -559476.562500 Penalty: 4326.480469
	Iteration 27Q: 3 clusters Score -559476.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -559500.000000 Penalty: 4326.480469
	Iteration 28Q: 3 clusters Score -559500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -559515.750000 Penalty: 4326.480469
	Iteration 29Q: 3 clusters Score -559515.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -559526.812500 Penalty: 4326.480469
	Iteration 30Q: 3 clusters Score -559526.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -559529.250000 Penalty: 4326.480469
	Iteration 31Q: 3 clusters Score -559529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -559536.062500 Penalty: 4326.480469
	Iteration 32Q: 3 clusters Score -559536.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -559539.562500 Penalty: 4326.480469
	Iteration 33Q: 3 clusters Score -559539.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -559540.562500 Penalty: 4326.480469
	Iteration 34Q: 3 clusters Score -559540.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -559547.437500 Penalty: 4326.480469
	Iteration 35F: 3 clusters Score -559547.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -559563.500000 Penalty: 4326.480469
	Iteration 36Q: 3 clusters Score -559563.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -559572.750000 Penalty: 4326.480469
	Iteration 37Q: 3 clusters Score -559572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -559577.187500 Penalty: 4326.480469
	Iteration 38Q: 3 clusters Score -559577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -559578.125000 Penalty: 4326.480469
	Iteration 39Q: 3 clusters Score -559578.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -559582.437500 Penalty: 4326.480469
	Iteration 40F: 3 clusters Score -559582.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -559584.437500 Penalty: 4326.480469
	Iteration 41Q: 3 clusters Score -559584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -559587.500000 Penalty: 4326.480469
	Iteration 42Q: 3 clusters Score -559587.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -559587.500000 Penalty: 4326.480469
	Iteration 43F: 3 clusters Score -559587.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -1008445.562500 Penalty: 2293.986572
	Iteration 0F: 2 clusters Score -1008446 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 5250 members 
Entering Unmasked Estep 
Score: -1000474.562500 Penalty: 4587.973145
	Iteration 0F: 3 clusters Score -1000475 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1003296.187500 Penalty: 4587.973145
	Iteration 1F: 3 clusters Score -1003296 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1004286.187500 Penalty: 4587.973145
	Iteration 2F: 3 clusters Score -1004286 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1005474.312500 Penalty: 4587.973145
	Iteration 3F: 3 clusters Score -1005474 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1006589.937500 Penalty: 4587.973145
	Iteration 4F: 3 clusters Score -1006590 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1007331.687500 Penalty: 4587.973145
	Iteration 5F: 3 clusters Score -1007332 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1007750.187500 Penalty: 4587.973145
	Iteration 6F: 3 clusters Score -1007750 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1007994.250000 Penalty: 4587.973145
	Iteration 7Q: 3 clusters Score -1007994 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1008220.562500 Penalty: 4587.973145
	Iteration 8Q: 3 clusters Score -1008221 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1008379.750000 Penalty: 4587.973145
	Iteration 9Q: 3 clusters Score -1008380 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1008500.562500 Penalty: 4587.973145
	Iteration 10Q: 3 clusters Score -1008501 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1008625.437500 Penalty: 4587.973145
	Iteration 11Q: 3 clusters Score -1008625 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1008733.937500 Penalty: 4587.973145
	Iteration 12Q: 3 clusters Score -1008734 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1008790.187500 Penalty: 4587.973145
	Iteration 13Q: 3 clusters Score -1008790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1008820.625000 Penalty: 4587.973145
	Iteration 14Q: 3 clusters Score -1008821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1008836.312500 Penalty: 4587.973145
	Iteration 15Q: 3 clusters Score -1008836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1008843.250000 Penalty: 4587.973145
	Iteration 16Q: 3 clusters Score -1008843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1008849.312500 Penalty: 4587.973145
	Iteration 17Q: 3 clusters Score -1008849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1008852.937500 Penalty: 4587.973145
	Iteration 18Q: 3 clusters Score -1008853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1008852.812500 Penalty: 4587.973145
	Iteration 19Q: 3 clusters Score -1008853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1008854.562500 Penalty: 4587.973145
	Iteration 20F: 3 clusters Score -1008855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1008853.500000 Penalty: 4587.973145
	Iteration 21Q: 3 clusters Score -1008854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1008854.937500 Penalty: 4587.973145
	Iteration 22Q: 3 clusters Score -1008855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1008855.250000 Penalty: 4587.973145
	Iteration 23Q: 3 clusters Score -1008855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1008854.937500 Penalty: 4587.973145
	Iteration 24Q: 3 clusters Score -1008855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1008855.750000 Penalty: 4587.973145
	Iteration 25Q: 3 clusters Score -1008856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1008856.125000 Penalty: 4587.973145
	Iteration 26Q: 3 clusters Score -1008856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1008854.625000 Penalty: 4587.973145
	Iteration 27Q: 3 clusters Score -1008855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1008854.625000 Penalty: 4587.973145
	Iteration 28F: 3 clusters Score -1008855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9325 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 8748 members 
Mstep: Class 5 contains 22767 members 
Mstep: Class 6 contains 131185 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 10996 members 
Mstep: Class 9 contains 20995 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 10308 members 
Mstep: Class 12 contains 24563 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 24172 members 
Mstep: Class 15 contains 218352 members 
Mstep: Class 16 contains 304377 members 
Mstep: Class 17 contains 28904 members 
Mstep: Class 18 contains 225564 members 
Mstep: Class 19 contains 101086 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 222176 members 
Mstep: Class 22 contains 37856 members 
Mstep: Class 23 contains 15353 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 24021 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 12077 members 
Mstep: Class 28 contains 11930 members 
Mstep: Class 29 contains 15254 members 
Mstep: Class 30 contains 5545 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 14760 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 10704 members 
Mstep: Class 37 contains 6419 members 
Mstep: Class 38 contains 2303 members 
Mstep: Class 39 contains 8631 members 
Entering Unmasked Estep 
Score: -157713808.000000 Penalty: 138595.359375
Splitting cluster 35 changes total score from -157714896.000000 to -157713808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (10704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Entering Unmasked Estep 
Score: -907806.625000 Penalty: 2301.036377
	Iteration 0F: 2 clusters Score -907806.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -899741.000000 Penalty: 4602.072754
	Iteration 0F: 3 clusters Score -899741 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -902308.812500 Penalty: 4602.072754
	Iteration 1F: 3 clusters Score -902308.8 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -902859.375000 Penalty: 4602.072754
	Iteration 2F: 3 clusters Score -902859.4 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -903321.250000 Penalty: 4602.072754
	Iteration 3F: 3 clusters Score -903321.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -903710.750000 Penalty: 4602.072754
	Iteration 4F: 3 clusters Score -903710.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -904112.687500 Penalty: 4602.072754
	Iteration 5F: 3 clusters Score -904112.7 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -904512.375000 Penalty: 4602.072754
	Iteration 6F: 3 clusters Score -904512.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -904900.687500 Penalty: 4602.072754
	Iteration 7F: 3 clusters Score -904900.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -905232.250000 Penalty: 4602.072754
	Iteration 8Q: 3 clusters Score -905232.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -905507.937500 Penalty: 4602.072754
	Iteration 9Q: 3 clusters Score -905507.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -905719.562500 Penalty: 4602.072754
	Iteration 10Q: 3 clusters Score -905719.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -905859.625000 Penalty: 4602.072754
	Iteration 11Q: 3 clusters Score -905859.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -905966.812500 Penalty: 4602.072754
	Iteration 12Q: 3 clusters Score -905966.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -906059.750000 Penalty: 4602.072754
	Iteration 13Q: 3 clusters Score -906059.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -906134.750000 Penalty: 4602.072754
	Iteration 14Q: 3 clusters Score -906134.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -906178.687500 Penalty: 4602.072754
	Iteration 15Q: 3 clusters Score -906178.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -906211.187500 Penalty: 4602.072754
	Iteration 16Q: 3 clusters Score -906211.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -906232.937500 Penalty: 4602.072754
	Iteration 17Q: 3 clusters Score -906232.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -906247.500000 Penalty: 4602.072754
	Iteration 18Q: 3 clusters Score -906247.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -906267.750000 Penalty: 4602.072754
	Iteration 19Q: 3 clusters Score -906267.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -906274.687500 Penalty: 4602.072754
	Iteration 20F: 3 clusters Score -906274.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -906282.000000 Penalty: 4602.072754
	Iteration 21Q: 3 clusters Score -906282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -906286.062500 Penalty: 4602.072754
	Iteration 22Q: 3 clusters Score -906286.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -906292.062500 Penalty: 4602.072754
	Iteration 23Q: 3 clusters Score -906292.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -906296.562500 Penalty: 4602.072754
	Iteration 24Q: 3 clusters Score -906296.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -906300.812500 Penalty: 4602.072754
	Iteration 25Q: 3 clusters Score -906300.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -906307.375000 Penalty: 4602.072754
	Iteration 26Q: 3 clusters Score -906307.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -906313.750000 Penalty: 4602.072754
	Iteration 27Q: 3 clusters Score -906313.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -906319.937500 Penalty: 4602.072754
	Iteration 28Q: 3 clusters Score -906319.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -906327.375000 Penalty: 4602.072754
	Iteration 29Q: 3 clusters Score -906327.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -906335.625000 Penalty: 4602.072754
	Iteration 30Q: 3 clusters Score -906335.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -906348.562500 Penalty: 4602.072754
	Iteration 31Q: 3 clusters Score -906348.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -906369.125000 Penalty: 4602.072754
	Iteration 32Q: 3 clusters Score -906369.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -906395.562500 Penalty: 4602.072754
	Iteration 33Q: 3 clusters Score -906395.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -906420.000000 Penalty: 4602.072754
	Iteration 34Q: 3 clusters Score -906420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -906452.687500 Penalty: 4602.072754
	Iteration 35Q: 3 clusters Score -906452.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -906481.937500 Penalty: 4602.072754
	Iteration 36Q: 3 clusters Score -906481.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -906515.250000 Penalty: 4602.072754
	Iteration 37Q: 3 clusters Score -906515.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -906546.937500 Penalty: 4602.072754
	Iteration 38Q: 3 clusters Score -906546.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -906574.375000 Penalty: 4602.072754
	Iteration 39Q: 3 clusters Score -906574.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -906592.562500 Penalty: 4602.072754
	Iteration 40F: 3 clusters Score -906592.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -906604.437500 Penalty: 4602.072754
	Iteration 41Q: 3 clusters Score -906604.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -906619.187500 Penalty: 4602.072754
	Iteration 42Q: 3 clusters Score -906619.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -906628.250000 Penalty: 4602.072754
	Iteration 43Q: 3 clusters Score -906628.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -906635.437500 Penalty: 4602.072754
	Iteration 44Q: 3 clusters Score -906635.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -906639.875000 Penalty: 4602.072754
	Iteration 45Q: 3 clusters Score -906639.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -906644.812500 Penalty: 4602.072754
	Iteration 46Q: 3 clusters Score -906644.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -906653.562500 Penalty: 4602.072754
	Iteration 47Q: 3 clusters Score -906653.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -906656.000000 Penalty: 4602.072754
	Iteration 48Q: 3 clusters Score -906656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -906661.750000 Penalty: 4602.072754
	Iteration 49Q: 3 clusters Score -906661.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -906663.625000 Penalty: 4602.072754
	Iteration 50Q: 3 clusters Score -906663.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -906668.937500 Penalty: 4602.072754
	Iteration 51Q: 3 clusters Score -906668.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -906672.812500 Penalty: 4602.072754
	Iteration 52Q: 3 clusters Score -906672.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -906677.062500 Penalty: 4602.072754
	Iteration 53Q: 3 clusters Score -906677.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -906680.875000 Penalty: 4602.072754
	Iteration 54Q: 3 clusters Score -906680.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -906681.625000 Penalty: 4602.072754
	Iteration 55Q: 3 clusters Score -906681.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -906684.500000 Penalty: 4602.072754
	Iteration 56Q: 3 clusters Score -906684.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -906686.562500 Penalty: 4602.072754
	Iteration 57Q: 3 clusters Score -906686.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -906688.312500 Penalty: 4602.072754
	Iteration 58Q: 3 clusters Score -906688.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -906686.937500 Penalty: 4602.072754
	Iteration 59Q: 3 clusters Score -906686.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -906687.875000 Penalty: 4602.072754
	Iteration 60F: 3 clusters Score -906687.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -906688.375000 Penalty: 4602.072754
	Iteration 61Q: 3 clusters Score -906688.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -906688.250000 Penalty: 4602.072754
	Iteration 62Q: 3 clusters Score -906688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -906689.250000 Penalty: 4602.072754
	Iteration 63Q: 3 clusters Score -906689.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -906689.250000 Penalty: 4602.072754
	Iteration 64F: 3 clusters Score -906689.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Entering Unmasked Estep 
Score: -626657.062500 Penalty: 2174.220215
	Iteration 0F: 2 clusters Score -626657.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -621237.750000 Penalty: 4348.440430
	Iteration 0F: 3 clusters Score -621237.8 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -622600.437500 Penalty: 4348.440430
	Iteration 1F: 3 clusters Score -622600.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -622842.000000 Penalty: 4348.440430
	Iteration 2F: 3 clusters Score -622842 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -622998.437500 Penalty: 4348.440430
	Iteration 3F: 3 clusters Score -622998.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -623096.687500 Penalty: 4348.440430
	Iteration 4Q: 3 clusters Score -623096.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -623160.750000 Penalty: 4348.440430
	Iteration 5Q: 3 clusters Score -623160.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -623209.125000 Penalty: 4348.440430
	Iteration 6Q: 3 clusters Score -623209.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -623247.562500 Penalty: 4348.440430
	Iteration 7Q: 3 clusters Score -623247.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -623276.312500 Penalty: 4348.440430
	Iteration 8Q: 3 clusters Score -623276.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -623304.437500 Penalty: 4348.440430
	Iteration 9Q: 3 clusters Score -623304.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -623330.812500 Penalty: 4348.440430
	Iteration 10Q: 3 clusters Score -623330.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -623352.937500 Penalty: 4348.440430
	Iteration 11Q: 3 clusters Score -623352.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -623368.937500 Penalty: 4348.440430
	Iteration 12Q: 3 clusters Score -623368.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -623384.312500 Penalty: 4348.440430
	Iteration 13Q: 3 clusters Score -623384.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -623399.937500 Penalty: 4348.440430
	Iteration 14Q: 3 clusters Score -623399.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -623419.375000 Penalty: 4348.440430
	Iteration 15Q: 3 clusters Score -623419.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -623443.312500 Penalty: 4348.440430
	Iteration 16Q: 3 clusters Score -623443.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -623473.312500 Penalty: 4348.440430
	Iteration 17Q: 3 clusters Score -623473.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -623517.937500 Penalty: 4348.440430
	Iteration 18Q: 3 clusters Score -623517.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -623570.375000 Penalty: 4348.440430
	Iteration 19Q: 3 clusters Score -623570.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -623621.562500 Penalty: 4348.440430
	Iteration 20F: 3 clusters Score -623621.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -623685.625000 Penalty: 4348.440430
	Iteration 21Q: 3 clusters Score -623685.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -623756.375000 Penalty: 4348.440430
	Iteration 22Q: 3 clusters Score -623756.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -623836.500000 Penalty: 4348.440430
	Iteration 23Q: 3 clusters Score -623836.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -623932.187500 Penalty: 4348.440430
	Iteration 24Q: 3 clusters Score -623932.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -624036.000000 Penalty: 4348.440430
	Iteration 25Q: 3 clusters Score -624036 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -624135.562500 Penalty: 4348.440430
	Iteration 26Q: 3 clusters Score -624135.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -624217.062500 Penalty: 4348.440430
	Iteration 27Q: 3 clusters Score -624217.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -624296.312500 Penalty: 4348.440430
	Iteration 28Q: 3 clusters Score -624296.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -624353.687500 Penalty: 4348.440430
	Iteration 29Q: 3 clusters Score -624353.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -624399.687500 Penalty: 4348.440430
	Iteration 30Q: 3 clusters Score -624399.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -624438.000000 Penalty: 4348.440430
	Iteration 31Q: 3 clusters Score -624438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -624480.062500 Penalty: 4348.440430
	Iteration 32Q: 3 clusters Score -624480.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -624519.812500 Penalty: 4348.440430
	Iteration 33Q: 3 clusters Score -624519.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -624570.312500 Penalty: 4348.440430
	Iteration 34Q: 3 clusters Score -624570.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -624613.437500 Penalty: 4348.440430
	Iteration 35Q: 3 clusters Score -624613.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -624637.687500 Penalty: 4348.440430
	Iteration 36Q: 3 clusters Score -624637.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -624654.375000 Penalty: 4348.440430
	Iteration 37Q: 3 clusters Score -624654.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -624671.125000 Penalty: 4348.440430
	Iteration 38Q: 3 clusters Score -624671.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -624686.687500 Penalty: 4348.440430
	Iteration 39Q: 3 clusters Score -624686.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -624696.375000 Penalty: 4348.440430
	Iteration 40F: 3 clusters Score -624696.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -624707.812500 Penalty: 4348.440430
	Iteration 41Q: 3 clusters Score -624707.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -624713.437500 Penalty: 4348.440430
	Iteration 42Q: 3 clusters Score -624713.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -624723.250000 Penalty: 4348.440430
	Iteration 43Q: 3 clusters Score -624723.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -624731.562500 Penalty: 4348.440430
	Iteration 44Q: 3 clusters Score -624731.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -624738.500000 Penalty: 4348.440430
	Iteration 45Q: 3 clusters Score -624738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -624739.437500 Penalty: 4348.440430
	Iteration 46Q: 3 clusters Score -624739.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -624741.187500 Penalty: 4348.440430
	Iteration 47Q: 3 clusters Score -624741.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -624741.562500 Penalty: 4348.440430
	Iteration 48Q: 3 clusters Score -624741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -624742.500000 Penalty: 4348.440430
	Iteration 49Q: 3 clusters Score -624742.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -624743.562500 Penalty: 4348.440430
	Iteration 50Q: 3 clusters Score -624743.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -624748.375000 Penalty: 4348.440430
	Iteration 51Q: 3 clusters Score -624748.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -624752.875000 Penalty: 4348.440430
	Iteration 52Q: 3 clusters Score -624752.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -624757.437500 Penalty: 4348.440430
	Iteration 53Q: 3 clusters Score -624757.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -624760.062500 Penalty: 4348.440430
	Iteration 54Q: 3 clusters Score -624760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -624761.812500 Penalty: 4348.440430
	Iteration 55Q: 3 clusters Score -624761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -624765.437500 Penalty: 4348.440430
	Iteration 56Q: 3 clusters Score -624765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -624769.625000 Penalty: 4348.440430
	Iteration 57Q: 3 clusters Score -624769.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -624776.625000 Penalty: 4348.440430
	Iteration 58Q: 3 clusters Score -624776.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -624783.312500 Penalty: 4348.440430
	Iteration 59Q: 3 clusters Score -624783.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -624786.125000 Penalty: 4348.440430
	Iteration 60F: 3 clusters Score -624786.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -624787.375000 Penalty: 4348.440430
	Iteration 61Q: 3 clusters Score -624787.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -624793.937500 Penalty: 4348.440430
	Iteration 62Q: 3 clusters Score -624793.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -624796.625000 Penalty: 4348.440430
	Iteration 63Q: 3 clusters Score -624796.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -624800.500000 Penalty: 4348.440430
	Iteration 64Q: 3 clusters Score -624800.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -624804.937500 Penalty: 4348.440430
	Iteration 65Q: 3 clusters Score -624804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -624806.187500 Penalty: 4348.440430
	Iteration 66Q: 3 clusters Score -624806.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -624806.187500 Penalty: 4348.440430
	Iteration 67F: 3 clusters Score -624806.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Entering Unmasked Estep 
Score: -216215.718750 Penalty: 1920.007935
	Iteration 0F: 2 clusters Score -216215.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -213395.609375 Penalty: 3840.015869
	Iteration 0F: 3 clusters Score -213395.6 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -213948.375000 Penalty: 3840.015869
	Iteration 1F: 3 clusters Score -213948.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -214096.687500 Penalty: 3840.015869
	Iteration 2F: 3 clusters Score -214096.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -214158.781250 Penalty: 3840.015869
	Iteration 3Q: 3 clusters Score -214158.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -214195.265625 Penalty: 3840.015869
	Iteration 4Q: 3 clusters Score -214195.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -214224.515625 Penalty: 3840.015869
	Iteration 5Q: 3 clusters Score -214224.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -214256.000000 Penalty: 3840.015869
	Iteration 6Q: 3 clusters Score -214256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -214281.562500 Penalty: 3840.015869
	Iteration 7Q: 3 clusters Score -214281.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -214304.937500 Penalty: 3840.015869
	Iteration 8Q: 3 clusters Score -214304.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -214316.781250 Penalty: 3840.015869
	Iteration 9Q: 3 clusters Score -214316.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -214326.421875 Penalty: 3840.015869
	Iteration 10Q: 3 clusters Score -214326.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -214331.781250 Penalty: 3840.015869
	Iteration 11Q: 3 clusters Score -214331.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -214341.625000 Penalty: 3840.015869
	Iteration 12Q: 3 clusters Score -214341.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -214350.703125 Penalty: 3840.015869
	Iteration 13Q: 3 clusters Score -214350.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -214363.078125 Penalty: 3840.015869
	Iteration 14Q: 3 clusters Score -214363.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -214380.781250 Penalty: 3840.015869
	Iteration 15Q: 3 clusters Score -214380.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -214396.703125 Penalty: 3840.015869
	Iteration 16Q: 3 clusters Score -214396.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -214409.937500 Penalty: 3840.015869
	Iteration 17Q: 3 clusters Score -214409.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -214425.921875 Penalty: 3840.015869
	Iteration 18Q: 3 clusters Score -214425.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -214433.015625 Penalty: 3840.015869
	Iteration 19Q: 3 clusters Score -214433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -214442.718750 Penalty: 3840.015869
	Iteration 20F: 3 clusters Score -214442.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -214449.546875 Penalty: 3840.015869
	Iteration 21Q: 3 clusters Score -214449.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -214451.906250 Penalty: 3840.015869
	Iteration 22Q: 3 clusters Score -214451.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -214454.687500 Penalty: 3840.015869
	Iteration 23Q: 3 clusters Score -214454.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -214455.078125 Penalty: 3840.015869
	Iteration 24Q: 3 clusters Score -214455.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -214457.390625 Penalty: 3840.015869
	Iteration 25Q: 3 clusters Score -214457.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -214461.218750 Penalty: 3840.015869
	Iteration 26Q: 3 clusters Score -214461.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -214465.296875 Penalty: 3840.015869
	Iteration 27Q: 3 clusters Score -214465.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -214470.109375 Penalty: 3840.015869
	Iteration 28Q: 3 clusters Score -214470.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -214472.453125 Penalty: 3840.015869
	Iteration 29Q: 3 clusters Score -214472.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -214474.031250 Penalty: 3840.015869
	Iteration 30Q: 3 clusters Score -214474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -214475.468750 Penalty: 3840.015869
	Iteration 31Q: 3 clusters Score -214475.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -214476.156250 Penalty: 3840.015869
	Iteration 32Q: 3 clusters Score -214476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -214477.140625 Penalty: 3840.015869
	Iteration 33Q: 3 clusters Score -214477.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -214478.500000 Penalty: 3840.015869
	Iteration 34Q: 3 clusters Score -214478.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -214478.500000 Penalty: 3840.015869
	Iteration 35F: 3 clusters Score -214478.5 nChanged 0
25->39 Clusters: Score -157714896.000000, best is -157718272.000000

Main iterations: 2063 (time per=31321.904917ms)
Total iterations: 99321 (time per=650.588394ms)
Iterations metric 2: 7526676430848.000000 (time per=8.585076ns)
Iterations metric 3: 225817703481344.000000 (time per=286.147139ps)

That took 64617.089844 seconds.
